MIR153_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR153_5P MEST NUDT4 AGFG1 IPO5 NOL11 PRDM16 CREB5 ZNF568 RABGAP1L SIX4 WRNIP1 HLF PAK3 SLC4A10 M6PR CHRAC1 AFF2 TMEFF1 FCHO2 SLC38A2 HOXA13 ZNF384 TMEM41B MEF2C ENTPD6 C17orf75 OSBP2 TMCO1 HMBOX1 MAP3K7 MBNL3 KLF4 MPDZ NEDD4L ERI2 TBCK RAN NCOA5 OXR1 ZADH2 WNK3 ZBTB7A OMD KLHL41 NUTM1 PSMD5 ADAM19 SDR42E1 PGR CHL1 RPS6KB1 RBPJ HDAC9 RBM39 DICER1 ABI2 ATG5 SLC24A4 DGKH TSHZ2 ROBO1 PEAK1 ICE2 RPS6KA5 PAX5 ANKRD44 QKI DCUN1D4 LMO2 GPATCH8 ETF1 PURB HPGD ANKRD50 NAT1 COBLL1 A1CF WDR41 IRAK3 CNTN4 PCMTD1 CBR1 RUNX1T1 ARL13B RCC2 JADE1 SLC13A1 LRCH2 ACMSD GABRA5 ARPC5 VPS29 CWC27 TFDP2 MOB1B PPFIA2 DCP1A GLS MTDH PTBP3 TMEM74 LRRC4C ZC3H11A ZNF367 CDK2 TGFBR1 NMD3 BIN1 ZNF75D CERKL WNT9B FBXL3 EPHA3 MSL2 PPP1R9A BRDT ZNF326 ACSL6 PLPPR1 SLCO1B3 UBL3 SERBP1 CALD1 MS4A14 RBMS1 CROT TENT5C PDE11A PGAP1 HSH2D IPO7 ATE1 CDC37L1 IBTK CD59 ARFIP1 FRS2 ADRA1A SMAD5 PTPRD KCTD3 CNTN5 CEP63 GLIS3 RBMXL1 C1orf109 THUMPD1 LRP1 FOXG1 KLHL32 DGKE TSEN2 HMGCLL1 USP38 STEAP4 C8orf88 ADK FOXP2 UBR5 LAYN NRP1 RFESD SDHC BICC1 LZTFL1 EFNB1 FUT9 PGRMC1 CHCHD7 PUM2 SRGAP2B PNN PRPF39 AHDC1 KCNMA1 SLC16A7 C21orf62 FAM169A ACVR1C ZNF33A TSHZ1 RBM41 MAP4K4 ZIC3 RPL34 SLK PBX1 CADPS ZNF512 MYO6 MTMR7 IKZF2 EMSY TASOR LEMD3 LIMS1 KBTBD3 SPDYE6 CREB1 SLC4A7 PAPPA IRX5 EXOSC8 KBTBD6 CILK1 NFIC CBLL1 PDE1C RHOQ RIMKLB TVP23A PRELID2 CEBPG GAS2 LILRB4 ZNF565 LIN9 NTRK2 TRIM33 RHOH TNFRSF21 CCSAP ACBD5 KCNB2 MARK1 MTX3 PDE8A MARCHF1 GNAL CTC1 AOC2 CANX GHR GPBP1 FGFR2 RALA C2CD5 C6orf120 TMEM87B DGKI HPCAL4 AUH TC2N FAM126B ORC4 ALG13 FAM72A STXBP5 ARID4A DMRTC2 AGO1 ATP1B4 CUL4B TMEM168 OSBPL3 ZNF670 SGIP1 PNPLA8 PELATON USP13 ZNF124 NCEH1 CTTNBP2NL GRM5 EEA1 ENTPD1 GNAI2 DACH2 NMNAT2 GUCY1A2 PHF20L1 ZRANB3 USP46 CSN2 UBE2A PRSS55 SHPRH YTHDF3 CBFB ENY2 ZNF197 TLE4 FAM168B MDM4 SELENOF SNTB1 RGS18 EXD2 ACOT13 CUL5 FHL1 DDHD2 PHYHIPL CHUK PCDH11Y PLEKHH2 STK26 TNRC6B PDCD6IP CD24 AGPS VAPB BACH1 C11orf16 MYO5C PROX1 KLF8 SNX2 C1QTNF7 SREK1 CCNT2 CERS6 DEPTOR ZNF652 PCGF5 NETO1 CELF2 ARMC8 C4orf33 NEDD9 C2orf69 DEPDC1B PMPCB DACH1 SPOCK3 CAV2 GABRA4 PPP4C NKAIN2 LRRN1 SLC4A4 PERP TMF1 AASDHPPT UBA5 IGSF10 DDX6 TAF4B PCSK2 TASL BCLAF1 ATXN1 CHMP2B RMC1 KLHL28 DCAF10 AEBP2 DAZL SMC6 PRTG ZSCAN1 ZFP28 MTCH2 RASSF6 PCMTD2 RASSF8 FMN1 DKC1 PCDH9 IGF2BP2 CHIC1 LNX1 RFX3 BCAT1 ACVR2A SP3 MYOCD ARHGAP1 NEK7 TATDN3 CLDND1 WDTC1 LTN1 OSBPL8 ADGRL4 SKP2 ARHGAP24 RIC1 USP10 ITGBL1 VTA1 SAXO1 LIG4 GABRG2 CEP135 LPL STX3 NR3C2 OSBPL9 CHD6 DIRAS3 TMPO CAMK4 RHD GPR34 UQCR11 TMEM33 RBMS3 PFN4 DIAPH3 TXNRD2 MYSM1 FIBIN ATG16L2 TUT7 UROS NHS CHSY1 MON2 APBB2 LSAMP SLC16A1 MITF GNG10 DHX33 NEDD1 PTPN3 PIGC GRK5 CBX5 MIER1 COPS2 PAQR5 HS6ST3 COL5A2 ZFHX3 STRN3 CWC22 CHD1 SPATA18 DUT CCDC186 CNGA1 UST MDGA2 APPL2 OSBPL1A AP3S1 TXLNB LRP12 EGFL7 SLC22A15 CFAP57 GPX7 PREX2 ENOPH1 ATXN3 NUS1 SOBP KLHL2 SYCP2 RAB11A DENND5B KRAS AP1B1 ACER3 CXCL8 OTUD6B TMED7-TICAM2 MAP2 RIPOR2 THSD7A FBXO11 RAB30 SEH1L SOX6 MEF2A KLK7 DDX60 ZBTB33 ADGRF3 RIPK2 PTPRG GTPBP2 CHML CCDC50 PDIK1L IMMP2L PLEKHJ1 GEMIN8 APLP2 VAMP4 ITGAV FAT3 C12orf40 PKDCC HS3ST5 PPP2R5E SESN3 CTNNA3 MOSPD1 PPP3CA SRRM2 C5orf63 TCTEX1D1 C12orf50 USP51 PDS5A DUSP19 TP53RK VPS36 SLC36A4 PDCD4 PPP4R2 ATL3 EIF4E3 RSPO3 NKTR CALM1 ZDHHC20 PIGA CCDC71L VNN1 TLN1 FRK IGIP TOX3 KNDC1 TRIP11 POU2F1 TMEM106B OTUD6A SNRK ATXN7 POGZ MED18 ATP8A1 CCDC28A-AS1 EIF4B KCTD8 HTATSF1 SLC25A24 PPM1L RMND5A CPSF6 SLC5A3 ESYT2 SKI TRGC1 STAG2 ZNF566 SART1 ANOS1 WNT16 CDKN2A SLC49A4 TBC1D4 FRMPD4 ADAM9 PIAS1 HOXD10 CCDC170 UGT2A3 SPAST DDX39B TMEM233 PLGLB2 CHRNA9 ERICH5 ELAVL4 ARMC10 SH3GLB1 MYRIP FGF12 PGM2L1 OR11A1 PRKRA ORMDL2 CCDC102B CCNT1 CLEC19A PCSK5 ELOVL2 DNAJC19 SLC6A14 SCEL DCP2 ERCC6L2 TOMM22 SKIL B3GNT5 DCDC2 C5AR1 BTG2 CCDC138 ZNF506 FGD6 ZNF780A IL6R TRDN THAP1 OTOA C15orf65 KIF5B SYNPO2 PLPPR4 CTCF SGCD SEC23IP MET RXFP1 SLC17A6 EHHADH TOR1AIP2 USP3 MIPOL1 COL19A1 EPC1 SYT1 TTC7B PEX13 KLHL5 GABRB2 MORC1 ITK TIA1 TICAM2 ZCCHC2 VRK3 MCTP2 SLC9A4 ZHX3 TNFSF11 ARID1A ZNRF3 NEGR1 RAB27B CCSER2 ZNF10 ARF4 FAM210A KIAA1549L PLEKHA1 TBC1D31 MAP3K20 CDKL1 VAPA PELI1 CEP350 CLEC2D ZNF503 INTS2 VGLL3 TRIM2 GPCPD1 LRAT NLGN4Y ERBB4 DOCK8-AS1 PABPC5 EFCAB5 CDKN1B N4BP2 C8orf34 DNTTIP2 ADGRL3 COMMD8 TMEM135 FAM120A RRM2B ARG1 TAOK1 ARHGAP32 UBQLN2 PRSS35 TEAD1 TTC31 SP5 NCK1 PHF6 ATP2C1 TENT2 EWSR1 LRRTM2 SLC7A3 SENP6 TAOK3 BNIP3L NMI ID4 PTPRB NPEPPS STON2 ZC3H12C COL2A1 SLC6A6 IGFBP7 SPOPL BDP1 ZEB2 TCEANC2 WAPL PRG4 RAB9B KRTAP5-11 SLC9A8 NDFIP2 ZFP36L1 DENND4C SLC25A17 CNTLN CDKN2AIP IFNAR1 NR1D2 TFB1M ITGB8 ZNF319 MGAT4A YY2 LRATD2 RAB33B MBTD1 CLOCK LRP6 AKT3 CLDN2 ACSL3 GPHN CAMTA1 CCDC180 PRKAA2 GATAD1 FAM72D SLC1A3 OTUD1 RNF11 SLITRK4 CAPS2 MCM8 FAM72B PDZD2 PPP4R3B TMEM68 ZNF267 NCKAP5 PPP2R1B NID2 MMP16 RPAIN MMS22L GNAI1 RAB11FIP2 MPPED2 AUTS2 ZNF277 LAP3 MAPKAP1 CLIC6 USP22 SLITRK1 CLGN CPEB3 SEMA3A RFX6 NEMF RBM25 SAMD8 DOCK5 PLPBP PCMT1 SLC24A2 SPON1 NDFIP1 TBCEL SOGA3 CDC73 AMD1 ABHD2 FAHD1 CTSO C15orf32 SERINC1 ELP4 NECTIN1 CXCL10 GRIK2 WDR72 PDE12 SMIM20 TM9SF3 C7orf31 ANO5 EPHA5 TMEM229A SEMA5A CDK6 MAP3K2 KCTD6 BEND6 LMLN NOTCH2NLA POLR2M SHROOM3 LRRCC1 CNTNAP3 CADM2 TENM4 ARHGAP42 TMTC1 NDST3 DPH6 INSYN2A RELN WT1 SLC10A2 APOOL ZNF229 CSRNP3 MRPS36 ABCE1 AKAP5 EBF2 MFAP3L PHF14 OMA1 DCK NKAIN3 EP300 RALBP1 SH3TC2 PRLHR CCSER1 PRR27 ZNF536 ATP13A4 FIGN GRPEL1 CYP2U1 CNDP1 CREBZF LMNTD1 LPCAT2 GTF2H5 RBMX FZD3 SLIT3 ZCWPW2 FAM210B CCDC43 ZSCAN12 EMX2 NHLRC3 NOTCH1 GABRG1 MIGA1 RAB39B HDAC2 SAMD12 PYGO2 UBE2K PCDH17 ALDOB GCA SAXO2 TSN XRN1 TMED5 FANCD2OS AGA ALK GABPA METTL2A IBSP PABPC3 ZNF107 RBM47 NME8 TMEM30A SNAP29 NLGN1 MTARC1 TRPC1 MRPS35 SRSF10 GPR146 C1orf43 NEUROD1 THAP2 TEP1 CYP2C18 TFAP2D MTPAP IL12B USF3 IFIT5 ATP1A2 TMEM144 TMEM170B LSM11 CLVS2 SGMS1 KAT6A SQLE LMO4 CNTNAP2 USH2A PLXDC2 APH1B MED13L NALCN HOOK3 DYNC2LI1 PLS1 SLC5A12 KDM4C RBAK GPC5 ELL2 CD22 ATG14 FANCD2 CNIH1 TOB1 RNF138 ALDH2 GPATCH2L GOLIM4 CSGALNACT1 UBE4A USP49 ONECUT2 KHDRBS2 CISD2 FOXL1 PIN4 LSM8 SLC15A5 SELE RAD51B EREG C2orf80 LRATD1 BMP3 LCOR PDC FRYL FGL2 PRKAB2 AGMO SLC7A1 YY1 CRISPLD2 TAB3 CLHC1 MTREX KIAA0408 TLCD4 RAB8B OMG TDRD7 TTC8 NAAA PLG NSD2 ZMPSTE24 ERICH2 HIF1A NECAP1 FBXO36 OFD1 SRGAP2C CXXC5 SNX25 DMRT1 ATP8B1 ARNT2 SYT11 SREBF1 RPS6KA3 DENND6A ZNF563 SEMA3C AAK1 LPCAT4 VSTM4 ANXA1 FEM1B ZFR DLAT ZNF81 CEP126 PYGO1 KCNQ3 TNKS INO80D NPY1R FOXF1 RPAP2 ACOD1 CLINT1 SLC35E3 MBL2 RBMS2 NEXMIF CNTNAP3B ARHGAP28 KLHL24 TMEM260 MFSD6 TSPAN7 SEC22A NFYB LRRTM3 KCNJ3 PIK3C2B PDCL CHODL JMY SPDYE5 ZBTB41 PTPN4 PTPRJ ADAMTS3 TMEM236 FAM171A1 DPY19L1 MAGI3 PHIP ATMIN RPP38-DT RLIM NUDT11 CYRIA DRD5 ALG6 KLHDC10 S100A14 CYBB SLAIN2 KCNC2 DSE CCN2 STK4 LRRK2 SMIM15 PTCHD1 MSRB3 ARID2 TMEM263 NOTUM CLDN8 PLGLB1 RORB ZNF22 WBP2 SCAI PRXL2C SH3RF3 WNT3 PIGM SPINK13 CXCR6 ARRDC4 KPNA4 OTUD7B TMEM167A PIKFYVE TNRC6A RELL1 FBXO42 MYOG OBI1 ADSS1 RP1 ZNF800 L2HGDH DNAJC12 PTGFRN LDB1 LARP1 MIR8485 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8485 MBOAT2 IPO5 SPATA17 CREB5 LFNG MUC15 AFF4 HLF ATF1 PAK3 SYT17 MC2R AFF2 AQP3 UBN2 SYNPO2 GSN PLCXD1 CBX3 TSEN34 NRF1 LILRB2 SLC16A9 ZNF428 PALM2AKAP2 ZNF281 SLC39A10 UCHL5 AMPD3 MBNL3 CBL NDUFA5 TBCK ZNF736 UTY NDUFS1 GRIK3 CRIM1 TMOD2 SP6 TNRC6C NDC1 CTBP2 TMEM178B RALGPS1 ATP9A RBPJ VEGFA WT1 ZNF557 ZNF770 DNAL1 IL17RA CHRDL1 C21orf91 ETS1 PEAK1 FGF14 SLC44A1 PAX5 SLC30A3 ANKRD44 UBTF ABLIM1 CPA4 SEC31A ANKRD50 COBLL1 TCF7L1 CACFD1 SPIN2B PRUNE2 LBH ZSWIM5 RIMS1 JAK2 CLEC12A ATF2 API5 PIAS1 TRPS1 BLCAP NET1 PTBP3 PTBP2 PRDM5 SLFN13 FLT1 FXYD6 ANKLE1 SLC11A2 TNIP1 SIK1B TNIP3 BCL2L11 F2R MOB3C PSD3 ADAMTS9 AURKA COPS7B TMC7 KAT7 SHISAL1 ZBTB20 NAB1 HAUS2 SERBP1 SEMA6D SLC35A3 CRKL EME1 SSH2 PDK4 CSNK1G3 RASGRP3 TENT5C PGAP1 EPHB3 ATE1 AKAP11 ZC3H12B NEO1 ZNRF2 CCDC9 ARHGAP12 ELAVL4 BCL11B FAM184A SLC35A1 ITGB3 AFF1 ADAT2 SLC25A44 CENPBD1 SDCBP RGS7 COL6A3 SAMD4A THUMPD1 STARD8 CNR1 NDRG4 UBE2H ARHGEF10 DDX5 CYFIP1 NSD3 AMOT FAM219A NR2C2 MYADM USH1G RADX PUM2 FAM131A MATN1 ATAD2 KCNN3 IGF1R PARN UNC5A THAP11 CYLD TIMM23B SGPL1 DSTYK MARF1 ZNF33A CADM2 NFYC TMPRSS13 CYP26B1 FAXC IKZF2 PIGS GPR63 MYLK LEMD3 KCNH5 IQSEC3 CNOT6 FAM160B1 PKIB SP1 SLC4A7 PAPPA RAP2B PTCH1 CARF FGD1 C16orf70 NRG3 OVOL1 STX1B ZNF562 PROSER2 CACHD1 RNF185 AK2 SLFN5 PLA2G4A OAS3 PPIC DPYD DONSON OLFML2B PLA2G7 IGSF9 MLXIPL SHISA5 TNFRSF21 DPY19L3 TFCP2 FGFR3 ZFX MTX3 CSNK2A1 ZNF33B IGF2R POLR1F SIN3A CANX SCN8A PLAU ZXDA SLC39A2 METAP1 KIAA0232 TLK2 SMG7 ITGB6 SRCIN1 FAM126B WDR5B CRLF3 EGR3 ZNF670 MTF2 SRC ITGAM CCP110 RORA SGIP1 GAS7 RNF38 VGLL4 PAPOLA GRIPAP1 RPRD1A CTTNBP2NL PDP1 DBT TPCN1 PHF3 MOBP PPP2R2C INKA2 NLRP8 KIAA1143 SPRY3 EVI2A CXXC4 ZBTB4 DAZAP2 EFHD2 ARHGEF4 SEL1L3 CSNK1E ANAPC4 DDHD2 PAX3 LARP4 UNC80 CHUK EPHA5 TNRC6B FRMD3 AGPS VAPB BACH1 IL21R ATP6V0D1 PROX1 CLASP1 POC1B CACNA1B MPP2 SYT2 ATP2A2 KIFC1 AMOTL1 SRRM4 SLC6A17 KIF2A EIF4E2 KIF21B JUNB ISCU GABPB2 ABL2 EYA4 LARP4B NCOA3 DGKG CNOT7 RHBDL3 GSK3B SNAP91 ZNF585A RNF19B PIP4K2A ZFAND6 DLGAP4 PDZD4 BMF SATB2 CTSV BAHD1 ANKFY1 TPGS2 CLTC ABHD18 LAMTOR3 ZBTB18 CLRN1 PCSK2 DENND2D NLRP11 FBXO45 SORT1 GRID1 HDAC7 SEPTIN8 DNAJB9 SLC36A1 SFN ZBTB42 RABGAP1 PLPP1 LONRF1 RAB3C RDX STK36 MYO16 CELF1 PCDH9 COL25A1 CYP4B1 FOXP1 HSPA13 CHIC1 CCPG1 MEF2B CADM3 CRLS1 NACC1 NEK7 PAK6 JAKMIP3 AFF3 PPIP5K2 GOSR2 DTNA PI15 PLCXD3 P2RY2 MAP4 IBA57 PPARGC1B ITGBL1 TNFSF4 PKNOX1 CHD5 NAT8L CEP135 PHF21A ADCYAP1R1 ARNT RIMS3 FAR1 FGF9 BEND7 MYSM1 RAPGEFL1 PHLDB2 GNL3L DUSP6 KCNB1 GNA14 NHS RNF19A ZNF629 MON2 PDE3A LSAMP YWHAQ TBX4 MFSD2A CCDC184 PTEN PHEX ASAH2B PTPN3 SLC25A46 TIMM10 C16orf72 KIF3C KDM3B KDM7A NRARP CCDC186 FBXO4 TAL1 SPIRE1 ANKRD49 UMPS STMN4 SPOCK2 JUND ASXL1 CACNB2 BACH2 QSOX2 RNF217 GPX6 SBNO1 SYTL4 ZNF549 SLC25A22 DCAF12 LANCL3 NUS1 ZNF346 CRY2 LCORL KLHL2 KLHL3 FHOD1 DENND5B ZBTB2 WDR3 STK17B CFAP251 RBM41 MEF2A CYB5R4 TRIM45 KIAA2026 SLC8A1 UNC5B SLC41A2 TCEAL8 CD93 CHST15 SLC1A4 GEMIN8 DESI2 PABPC1L2A OCLN TBC1D13 UGT8 TP53INP1 KCNK9 VAMP2 NAMPT RASSF2 PPP1R13B YIPF4 CENPI TUB ZNF264 SMCO4 ATXN7L3B KLHL9 HIC2 SENP7 PTP4A2 C2CD2 RAD54L2 LIFR SLF2 FBXW11 CDCA3 FBXL18 MARCHF8 EFR3B C1orf216 SLC1A5 NFAT5 EAF1 SPN NKTR ATF7IP PRKX PCDHB13 HMGB2 SCN4A ADRB1 IRS1 PRR14L VAC14 RASL12 CA12 USP37 KCTD11 SEC63 SNRK ATXN7 FOXJ3 CCDC28A-AS1 SRF RMND5A CPSF6 WSCD2 CPNE8 DNM3 MAPRE1 PLXNA4 NAV1 USP7 STK3 IL13 ADRB3 TMEM68 STAT5B RUNX1 VPS13D BMP2 MAP3K9 KCNJ12 TMEM79 ADAMTS6 KCNC4 PNPLA2 BTLA CCDC85A WDFY3 NRIP1 HOOK1 ZKSCAN4 HIF1AN CLN8 ING5 ARMC10 USF2 TFAM EMC1 PGM2L1 NOS1AP HSDL1 PRKCA LRP8 PPP2R5C PPP2R1A GTPBP1 YWHAB SLC6A14 E2F3 TP53BP1 VAT1 CYP1B1 RNF121 USP31 KIAA0040 PNPT1 SKIL ACVR1 ALDH5A1 POLR1G ZC2HC1A PIK3R1 INSR SGCD MET TRIO SLC5A7 REEP4 ARF3 ATP13A3 SLC2A4RG SYT1 SGK1 TNPO1 TMEM67 GABRB2 ZNF266 FAM216B TMEM30B MCTS1 NHLRC2 TMEM35A GSTM5 KLF6 DCX PLAG1 PITPNB DMXL1 DCAF7 SSBP2 STARD13 WDR37 ELK3 TENT5A TSPAN2 DAAM1 TP63 VAPA CEP350 MOB4 RAB6B WDR26 ZNF529 KCNK10 TCEAL7 PINX1 PHKA1 ILRUN LRP2BP TRIM2 FBXO5 PLEKHA2 PRSS23 GRK3 TIMM10B ZNF493 TMEM108 TENT4B ATOH8 SMAD2 AMIGO1 DUSP22 DPYSL2 ADPRH PNMA8A YTHDC1 PDE1A GJA5 PCNX1 PHF6 LSM14A FAM53C KANSL1L PTPRC GID4 FBN1 ZDHHC22 BTNL9 FEZF1 SSR1 FAM180B LAMP2 NOS1 TRIM44 SPIN1 DOCK4 ZC3H12C GNA12 SPOPL DTX4 XKR6 HSPE1-MOB4 GNB4 REEP3 KCNJ10 RNF144B ZER1 CBLN4 SYN2 LY6G5C RAB1A DCBLD2 TNFSF9 PCBD1 ARHGEF15 STAG1 MEGF9 PPM1B CEP85L FAM120C HIPK1 RNF11 SLITRK4 BRD8 ATG10 RECK SV2A SYT15 MAPT ZNF134 SRGAP3 BNC2 SAR1B NRP2 MLXIP CERS5 PCBD2 NBEA CSMD2 PCK1 CYP2R1 CPLX2 ZYG11B MMS22L SMCHD1 DYRK1A GNAI1 OTULIN MEF2D HSD17B13 HHIP SLC25A12 ELK4 TIPRL BMPER GOLGA7B STAT5A LMX1A FLVCR2 MARCHF5 LIN28B MED24 ADAMTS4 MINDY2 CDC73 SOGA3 SYNPO2L USP27X STYK1 GPHN TGFB2 SLC35B4 KLHL42 ESM1 JARID2 DMC1 OTULINL PARD3B NDUFS2 FBXO41 SELENOT ST8SIA1 PTPN9 G3BP1 HPS4 GRB2 S1PR3 WDR72 GRIK2 TM9SF3 BGN ARHGAP26 CBX2 SCG2 ENO2 CDK6 MAP3K2 TFAP2C TMEM132B CDC14A NOTCH2NLA NPTXR NEURL1B HIPK2 TRABD2A PTGES JADE1 BEX4 IL36G ADPGK SLC12A2 UNC5C NECTIN4 EDNRA CASZ1 CSRNP3 GLCCI1 EBF2 RGMB HEMGN EP300 MAPKAPK2 RNF216 TIFA VRK3 SH3TC2 PDE7A PRR27 GSPT2 ZNF536 MSX2 FIGN NPAS3 F11R CREBZF ZBTB34 EPHA4 CLEC4D GASK1A DNAJB11 ZCCHC24 ZFP14 BMERB1 MLLT6 CEMIP2 RAI1 CALHM5 PLCL1 CORO1C AK4 TMEM201 EFNA5 TMEM196 IMPG1 NCOA2 FASLG ZSWIM6 STAM2 RTF1 MAPK14 DIRAS1 KDM4A TPTEP2-CSNK1E PLEKHG7 MGAM PSD4 ARIH1 DOK6 DUSP10 DSEL ASH1L STRBP NECAB1 PCGF2 GPR180 BAZ2A C2orf91 GGA2 MSL1 AMMECR1 PDCD6IP KMT2D CLEC16A ASCC3 IGFBPL1 PPARGC1A OPN5 USF3 EEF2K PLEKHH1 ZNF740 C3orf80 EN2 ZDHHC21 FAM78B CNTNAP2 PLXDC2 PLET1 METTL16 MOSMO MED28 CD2AP COPG2 UQCC1 DLC1 ANKRD34C SLC7A2 ERO1A SH3PXD2A RAP2A KSR2 FAM174B RNF138 CCDC6 PAX7 ZMAT2 PRR23C SPTA1 FOXK1 SOCS6 KHDRBS2 ONECUT2 CISD2 AP1G1 BRWD3 PNPO SOCS7 GALNT17 MED13 AP000708.1 EPG5 FRYL TBC1D2B RAPH1 MDGA1 SMAD6 KIAA0408 KDM5A PPP1R1C NACC2 CD19 SEPTIN3 KCNA4 KIF13A ZNF483 BPNT2 SLC25A37 DYNC1LI1 SIAH1 FRAS1 FOXO1 ATAD1 OFD1 SLC6A19 NR6A1 ARL8B ZHX2 SH3GL2 DENR CD36 SIGLEC15 VSTM2A AAK1 GARRE1 ILKAP BHLHE40 SLC7A11 NLK NOG UHRF2 NYAP2 DIDO1 NPAP1 MCAM INO80D PARVA TPM1 SPINT3 SLC5A8 STBD1 UNC13A BSN SLC35E3 NSD1 MBL2 TMEM80 E2F1 NEXMIF MGAT5 ELOF1 PPM1H WDR82 CEP41 S1PR2 B4GALT1 UBR3 CYP24A1 SMC5 HUNK STRN USP9Y ADAM28 SEMA4C ZBTB41 PTPN4 PTPRJ ADAMTS3 PHIP COL13A1 MEIS2 CYRIA FOXF2 IRX2 ENPP4 LENG8 SIK1 PAGR1 ACYP2 NUFIP2 SLAIN2 PDGFRA LHFPL4 SOX9 TIGIT SLC6A6 SPEN BRD3 MACC1 CCN2 RABL3 NPTX1 DDB1 SMIM15 SORBS2 ZMAT3 MMAB CDK12 AJAP1 CNTN3 SHB ACVR2B RDH10 CACNG8 SCLT1 FOXL2NB LYRM7 MAP3K21 TMEM245 MRAP2 CLN6 SLC25A2 SPSB4 KIF5C P2RY1 KPNA4 NUP58 OTUD7B AFDN HOXA5 DYNLL2 MTMR9 TMEM8B TPPP GADL1 SSH1 OBI1 PLXNC1 PTGFRN MVB12B ARMC9 CLSTN3 SULF1 VENTX RNF112 MIR3662 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3662 VSIG1 NUDT4 AGFG1 MBTPS2 CREB5 NR2F2 ADAM22 SIX4 SIKE1 OLFM3 SELENOI OTP ZNF148 AFF2 ZKSCAN8 LTBP1 ZEB1 TMEFF1 HDX ELAPOR2 CEP68 FERMT2 C1orf131 FBLN2 PIAS2 MEF2C PALM2AKAP2 ERBIN BVES PAK4 NID1 SLC39A10 UBE2J2 AMPD3 MBNL3 PRRG1 HUS1 CBL NR2F1 STAM NDUFA5 RSBN1L PRKACB PSMA8 ZADH2 FLNB TFEC SLC30A7 MID1 ANKRD13C CDC14B ADAMDEC1 PGR MAPK8 RALGPS1 RBPJ HDAC9 DICER1 DGKH DNAL1 CFLAR TSHZ2 C21orf91 PCDH20 ROBO1 DNAJC9 DHX57 GRIA2 PEAK1 UBE2E2 RSKR SLC44A1 CGGBP1 SH2D4B SEPTIN10 IRGQ PRPF40A PCMTD1 RUNX1T1 HNRNPF KLF12 RAB18 NRG2 HNRNPR ZDHHC3 PTPN22 ZNF273 MOB1B RCOR3 NUSAP1 TRPS1 METRNL SLC35F1 CACNB4 OSGIN2 SSB DCUN1D1 CCDC47 XIAP ETNK1 PRDM5 TRIM22 GUF1 ZNF84 LMO3 PKD2 F2R OGFRL1 EPHA3 C5AR2 PSD3 ZNF326 ZBTB20 NAB1 HAUS2 ZNF619 SH3D19 HS6ST2 SSH2 UGT1A8 FRG2 REST PGAP1 ARHGAP29 TENM1 ATE1 UBR1 ZNF227 PTPRS RANBP3L CAB39L YAP1 ARHGAP12 EYA1 PAX6 DPP4 PTPRD DMAC2L SLC6A15 ACTL6A ADAT2 ZBTB10 SOX30 UCKL1 IL1RAP GABRP UBR5 TCF7L2 NRP1 AMOT SDHC LZTFL1 NR2C2 CNR1 RADX GUCY1A1 UTRN PAQR3 PRPF39 EFR3A MLLT11 CCDC88A SLC16A7 GALNT13 ESCO2 ACVR1C CADM2 TSHZ1 ZIC3 GTF2E1 WDR20 PTGDR PBX1 FAXC RARA VWA8 IKZF2 FMR1 GOPC ZNF507 ASPH DERL1 GPR63 GPM6B TASOR CENPK SPDYE3 SPDYE6 CNOT6 CREB1 CBLIF PPP1R12A ZNF608 RAP2B CILK1 GPR1 ZNF236 GXYLT1 KCNT2 CBLL1 PDE1C DDHD1 MXD1 CFHR2 LRRFIP1 C18orf21 DLG5 OPRM1 SAMD4B SYNCRIP PPM1A PLCB1 PCNP MFAP3L KL TRIM33 RNF170 LIN54 ZFX MTX3 PDE8A SLC35D1 IGF2R ABCG1 TRAF3 PNISR SCN8A ADD3 KCNK13 TIAM2 METAP1 UGT1A6 CAMSAP2 PREPL GPR18 FAM126B STXBP5 ARID4A CDH11 KALRN TMEM47 OSBPL11 OSBPL3 MTF2 PRLR PCGF6 ARHGAP5 ANKH SOX21 C8A ABCA12 RAP2C PDE4D RORA SGIP1 PRR16 PAPOLA MAP4K3 IFIT1 BMX SYT14 CTTNBP2NL GOLGA8H KCNV1 NRXN1 RB1CC1 ODF2 LPCAT1 APP MAN1A2 ENSA UGT1A1 ANGPTL1 PHF3 EDEM3 EOGT CBFB CEP43 DISC1 ZNF197 CXXC4 SERPINB13 CDK13 RBFOX1 KANK2 CEP120 UNC80 PHYHIPL UBE2K PLEKHH2 EPHA5 TNRC6B LRRC8B VAPB ARFGEF3 AKAP13 ZIC4 INTS6 MFF KRTAP9-3 NFIB MEIS2 NKRF SREK1 PRKAA1 C18orf63 TPCN1 CERS6 TMEM182 TOMM20 NETO1 BCL11A EPM2AIP1 HEXIM1 CELF2 RASSF8 SPOCK3 GSK3B NPR3 PBRM1 SNTG1 LHX8 RBM7 GABRA4 ANKLE2 ZSCAN9 ZFAND6 RPS6KA6 C18orf54 HSPH1 PERP TMF1 GOLGA8R RC3H1 CTDSPL2 ZNF737 GNA13 TIMM21 ABHD18 JAKMIP2 PCSK2 EPC2 FAM133B SORT1 GRID1 EEF1E1 TRIM6 PDSS1 PPP1R15B PRTG SCN1A ANKRD22 RAB3C EIF1AX EIF5A2 FBXO38 BCAT1 SP3 DOCK7 POU3F2 NEK7 HFE SRSF2 CLDND1 C1GALT1 AFG1L MDN1 PABPN1L ACADSB MKX TMEM59 PKNOX1 NLN LCLAT1 PHF21A PRKCE ERLIN1 RNF169 NONO DNAJC18 FAR1 PPP2CB CAMK4 ANO6 GPR34 TMEM33 RBMS3 PHACTR2 LDLRAD4 C2CD4A NHS TRPC3 ST8SIA6 ADGRG2 RAP1A LSAMP FGF14 EIF4E CXCL14 TNFRSF9 CNOT6L NIN PHEX RETREG2 R3HDM2 SLC25A46 C16orf72 MLLT3 RDX VKORC1L1 FAM168A CXADR KDM7A GAN LGSN RNF2 THEMIS2 LRP12 ERLEC1 ASXL1 LETM2 RICTOR SLC44A5 RNF217 CAMTA1 RP2 ZNF420 SBNO1 DCAF12 MAST4 ADNP HECW2 LCORL PLEKHM3 ZBTB2 WNT5A SEC22C RIPOR2 CDC42EP3 THSD7A SEH1L RUNDC3B SOX6 KLRC2 RLIM SLC8A1 PIP4P2 ATRX EXPH5 SEPTIN11 HRH4 ENPP5 TRIM23 UGT8 TP53INP1 HS3ST3A1 ZFHX4 XG ZNF260 CUX1 BIVM SNX13 UGT1A9 RNGTT HS3ST5 ANKRD42 ZNF264 PPP3CA SEPHS1 PAK2 ZBTB6 ZNF510 C12orf50 LYSMD3 PLEKHA1 SIPA1L1 SEC62 POU1F1 DYNC1I2 VPS36 PPM1B DNAJB14 ARHGAP20 LRRN3 FNDC3A MRPL30 NFAT5 LGALS8 SMURF2 SAMSN1 BOD1L1 GDAP2 SSPN FRK GCN1 MBLAC2 RO60 PAFAH1B1 ERLIN2 SF3A1 SGCB TCFL5 FGA SCN3A PPM1L CPSF6 PTAR1 UBE2Q2 KLF3 SMAP1 NAV1 SLC2A10 STAG2 CYP4A22 UGT1A5 PPP6R3 MYEF2 CNTD1 CCDC170 CPNE3 TCF20 HIPK3 SLC30A4 TMX4 BAAT TMEM241 THAP12 FGF12 CSTF2 NCAM2 MIER1 PHF20 ZBTB24 PGK2 C4orf3 FREM1 SEZ6L RHBDD1 RTKN2 UBE2D2 PCDH7 IGF1 ZC4H2 PCDH15 FGD6 STARD4 ALDH5A1 TASOR2 FAM218A KLRC1 TFDP1 C2orf15 SHC4 TCP1 TLX1 SYNPO2 PRKG2 PIK3R1 CTCF C18orf25 FKTN NOVA1 NSD2 TOR1AIP2 HMCN1 SLC35G1 COL19A1 MGST3 TMPRSS11B SYT1 UGT1A10 TNPO1 EVI5 RAG1 ANKRD12 GABRB2 PPP1R3B ZNF268 FAM216B FLT1 NAGS GOLGA8N TRAK2 HNF4G USP53 CERT1 PKIA MAPRE2 PLAG1 PTPRF RAB28 NXPE3 RAB27B ZNF649 ARHGEF12 ELK3 GOLM2 BRWD1 GEM LIN7A WDR26 FAT4 PHKA1 PLEKHA5 BCO1 SEL1L RALGAPA1 MAGEA8 PABPC5 TENT4B TMEM135 ACSL4 OXCT1 TAOK1 CA8 TEAD1 C5orf24 ALG11 TBCB OSR2 PHF6 LSM14A SRBD1 GPM6A MAP3K8 MARK1 HGF ATP11C STOX2 C17orf80 MGAT2 PCDH19 IL22 CNTN1 SLC1A2 ID4 DCC ZC3H12C ANKRD28 CEP170 ZEB2 SRSF1 TEDDM1 YME1L1 GULP1 GNB4 C5orf51 NDFIP2 REEP3 PCP4L1 RNF144B SPDYE1 SRP72 QSER1 XK VPS13A ATP8B2 PRKG1 TAFA2 ARL15 MGAT4A YY2 SRGAP2 MBTD1 CLOCK FARP1 KPNA1 NAA16 ZBTB44 ABCD2 ASB5 PRKAA2 STAG1 CEP85L HIPK1 ATG10 USP44 FZD3 CDC42BPA FAM117B SAR1B LIMA1 XRN1 PSMC2 MMP16 SCN11A PTPN2 TRIM25 NDN C1orf141 KMT5B COPG2 HHIP BACH2 INTS6L DCAF8L1 UTY ELK4 ELMOD2 REPS2 EDIL3 WWTR1 GNPDA2 TRPM1 RBM22 CPEB3 SEMA3A HTR2C SAMD8 SPON1 PIK3C2G RUFY2 SOGA3 ORC4 LGR4 FKBP1A KLHL42 GOLGA8Q SETD7 BTBD7 SPCS3 XPR1 KRT40 THOC2 UBE2QL1 TBC1D12 APOLD1 PDE12 IPMK ZNF385B PTPRJ IKZF5 ZDHHC2 CALCRL MAP3K2 HEATR5A TBC1D32 B3GALT2 ARHGAP42 INSYN2A ZBTB1 VSX1 CDC6 GOLGA8T PCDHB16 ZPLD1 EPB41L4B GRIA4 SNRNP40 PDE10A KBTBD11 UGT1A7 ACER3 DCK SCYL2 SH3TC2 SHROOM4 MTMR6 UPP2 TRIM36 CTAGE1 YIPF6 ELAVL1 CREBZF ERRFI1 ZBTB7C OSBPL1A GTF2H5 DHX35 FER SMARCAD1 MANEA OR51E1 EMSY ZNF451 PLCL1 GABRG1 IGDCC4 AK4 EFNA5 HDAC2 SASS6 APPL1 SAXO2 RTF1 LHFPL6 TENM3 STRIP2 TMTC3 GABPA SLC9C2 PATZ1 FANCF MAP4K5 TTLL7 ROR2 UGT1A3 SNAP29 B3GALNT2 MAP3K1 AMMECR1 FSBP CTSV SRSF10 TBK1 NMNAT1 IPO8 FBXO43 HNRNPU ST13 HDGFL3 TMEM144 USP15 EEF2K RFX7 SPTY2D1 KCNJ3 GOLGA8J SPTBN1 PLXDC2 MTHFD2 ATAD2B HOOK3 SLC5A12 FEM1C LRRC8C THBS1 SVIL EBF3 GPC6 BCL2L15 GPATCH2L UBE4A SOCS4 RAB21 GTPBP10 SUPT4H1 PLK4 BRWD3 TRIM9 CPE SFPQ UBE2D1 HP1BP3 TOX JCAD LINC02693 PDE6C TIGAR ALG10B CDK17 BAZ2B EPHA7 FLRT2 TAB3 DENND1B FAM199X MYOZ2 DYNC1LI2 LOX KIAA0408 TLCD4 ACTR2 FRG2C MSR1 STAU1 FUBP3 EFCAB7 BPNT2 FOXO1 NR2C1 RFT1 DPYS FAM102B NAA30 ENPEP AAK1 UNC13C FGG SLC7A11 PPIL4 PPM1K BMPR2 INO80D POLH FGF5 PTPRB POTEE UGT1A4 PIGN GOLGA8M CLVS1 FAM81A CLMN IFI44L MMRN1 ERBB4 ARHGAP28 HDAC1 MAPK6 MSTN NFYB LRRTM3 GTF2A1 STRN HECA SPDYE5 FZD4 PTPN4 CCL16 YIPF5 CCNC KLHL4 ZC3H8 PPP1CC NAA25 MSANTD2 SRGAP1 STT3B CAB39 IMPACT SCML2 TNFRSF11B SMARCA2 FBN2 NUFIP2 CREBRF CYBB FBXW4 PDS5B ELOVL5 GAS2L3 CCN2 CACUL1 LIFR ZMAT3 MED1 KAT6A MAP2K1 CNTN3 SMIM13 SP8 SCAI TMEM245 RAD1 ASXL3 LIN7C APPBP2 ASB7 KPNA4 KBTBD8 GRIN3A FBXO42 PIGK CKS1B GADL1 OBI1 EXOC5 PLXNC1 RP1 ZNF800 FGF7 IL1A ANKRD27 ENDOD1 PAG1 MIR607 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR607 ESRRG PIAS2 AGFG1 MBTPS2 MDM4 CREB5 C2orf72 ZCRB1 ITPRID2 ADAM22 AFF4 TCF12 BTBD3 SELENOI DIP2B ZKSCAN8 SYNPO2 FZD6 RCHY1 GOLGA6L9 ZNF717 CLEC2D NEK1 GNE ERBIN CCAR1 ATP11C FN1 MAP3K7 MBNL3 OTOGL NDUFA5 SHISA9 TRAPPC13 STXBP4 RAN ASF1A NDUFS1 SLC30A7 MCFD2 BIRC6 SPATS2L RUFY2 PGR SPATA13 RPS6KB1 HDAC9 PHC3 ZNF770 TSHZ2 C21orf91 ZNF518A ROBO1 PEAK1 TOMM6 TSNAX TEX30 CUL3 SLC44A1 SPRY2 ANKRD44 QKI MAGI3 PARP11 MSANTD4 GCNT1 PURB ANKRD28 NSL1 FAM124A IRAK3 CNTN4 PCMTD1 ARL13B KLF12 NAPB LRCH1 SLC41A1 LBH HNRNPR KLF15 ZNF250 CDKL1 API5 CTSE TFDP2 MOB1B KCNC2 CACNB4 CASQ2 MCM8 ZDHHC15 NET1 AGAP4 MTDH PTBP3 DCUN1D1 TMEM74 GEM PTBP2 ETNK1 PRDM5 ADAMTSL1 LZIC CD83 GRIP1 PHACTR3 JAG1 HSPA4L PKD2 BANK1 ZBTB20 RFTN2 TBC1D1 UBASH3B SLC35A3 PHTF2 PGAP1 CHM CPSF4 TENM1 AKAP11 GPATCH11 CLPX FBXO9 RBBP9 ITM2B CTBS FRS2 ARHGAP12 ZNF546 VPS26A SMAD5 CRIPT TMED4 GIPC2 C9orf72 CEP63 E2F6 TAFA1 TRAK1 DDX5 CNTN1 FSD2 SINHCAF TBL1XR1 SALL3 DHX15 PSG3 BICC1 TMEFF2 FUT9 FAM122B SUCLG2 EFR3A IRF2BP2 CCNY FAM13C SLC16A7 ERMN CBLB FAM169A CADM2 ZNF706 SUZ12 SLK FAXC XPOT CDIN1 FMR1 LHX9 PDE7A UBXN2B GMPR2 CREB1 TRPC5OS PLSCR4 SP1 REEP1 ETV1 ERC2 ZNF608 CILK1 PSG5 HDAC8 PIK3CG KCNT2 NRG3 CBLL1 EIF1AD TRA2A PROSER2 KIN ENPP2 MXD1 HMGCS1 OPRM1 SLFN11 PLCB1 PCNP KL USP33 PPIL6 DPY19L3 IMPA1 PTPN12 SUPT3H MACROD2 MYO5A PNISR TLK2 RIF1 ITGB6 PREPL STXBP5 STEAP2 PGAP2 PRLR GCLM NFIA TRDN ARHGAP5 ESR1 RAP2C IRF2BPL RORA ARID1B PARP8 RNF7 GABRA2 TAGAP RPRD1A SYT14 GRM5 STXBP5L RASA2 MBNL1 DBT KCNMA1 MAN1A2 SSMEM1 GUCY1A2 SWAP70 USP46 RBM27 EOGT CSN2 SPAG9 YTHDF3 CBFB CDK13 DCUN1D5 CREM PITPNC1 RBFOX1 PCDH15 CCNYL1 WASHC4 STK26 TNRC6B PDCD6IP LRRC8B AGPS GPAM TTC39B BACH1 ARFGEF3 PRKACB CCDC126 ASB8 C5orf49 NMBR FSD1L SGPP1 PRKAA1 CCNT2 FGL1 ARF6 USP1 DLD SRP68 SLITRK2 SLC66A1L CIP2A TYW5 SP8 BACE2 NAV2 KALRN GAREM1 LARP4B AQP9 PMPCB GSKIP DCLK1 SPOCK3 SNTG1 SOCS4 GABRA4 UXS1 C18orf54 KCTD12 PDLIM5 TMF1 SATB2 ZNF112 INTS6 ZNF737 BLOC1S6 PTPN11 IGF2BP3 TFAP2E ABHD18 KIAA0895 GTF2A1 POGLUT1 GSPT1 SPRED1 USP38 SH3BGRL2 ACTR3 KLHL28 POGK XKR9 AEBP2 NCKAP1 DNAJB9 HTR1F PRTG SLC1A3 ANKRD22 TBC1D9 ZC3H14 TRIM71 EIF1AX AGAP5 AFDN MAP1B AASDH CHIC1 GYG1 RFX3 C2orf88 SERTAD2 BCAT1 ACVR2A SP3 GPM6A IGSF3 NEK7 SLC2A2 PSG1 SRSF2 LMO7 HIVEP3 CCZ1B PI15 C1GALT1 HOXA3 CASK BCL7B DCUN1D3 FAM13B TSPAN13 SKP2 TMEM59 PKNOX1 OAT MTSS1 CEP135 GTF2I COA1 NRK GLRB FOXN2 CAMK4 ZBTB8A MGAT4A CNOT8 TMEM33 PRR32 C17orf58 RBMS3 UBE3C DCUN1D4 IQGAP2 MIA3 SUCO CPEB1 MON2 CNKSR2 GTF2H3 SLC16A1 TSHZ3 MITF CXCL14 DISC1 KIF21A GADD45A SLC25A46 PRKACA ARL5A MAMDC2 MLLT3 FAM104A KIAA1109 DEPDC7 DLGAP1 KDM3B CXADR CWC22 MFSD14B ZNF12 ITGB1 MFAP3 SPIRE1 GOLGA6L4 MDGA2 TSFM IDI1 UBP1 PSIP1 IFNG RCAN2 RICTOR PREX2 RP2 FNDC3B DNAH10 ATXN3 SYPL2 NRBF2 ZDHHC14 CDC14A LCORL KLHL2 DENND5B STK17B COG5 PURG DUS4L CXCL8 SLIT2 RUNX2 FBXO30 THSD7A SEH1L SLC45A4 ZBTB33 ABHD10 PLD5 PIP4P2 DDX52 SERPINB4 CD93 S100PBP PIK3CA NAALADL2 MDM1 JRKL LY75-CD302 SLC38A4 MTMR12 DAZ3 VAMP4 ENPP5 GPR26 ITGAV THAP6 FAT3 KDELR2 C2orf68 BIVM ST8SIA4 KLHL31 TFB2M RBM18 GDA KLHL9 HECW1 LYSMD3 PLEKHA1 DENND4A MDFIC MARCHF8 SH3BGRL CSPG5 PPP4R2 DOP1B HLCS TDP2 MEIOB NFAT5 RC3H1 GRIN2A DAZ4 SPN COMMD2 ATF7IP CCDC71L UBE2B IGIP ABCB10 TRIP11 GCN1 TMEM106B MTMR2 IRX2 ATXN7 CEACAM8 SLC35F3 SLC25A24 NSUN6 PPM1L CPSF6 KIF14 DNM3 RESF1 AZIN1 TMEM70 PPP6R3 CASP1 CERS3 USP54 PYHIN1 UGT2A3 ZNF708 BTLA CEACAM5 PTCD2 ELAVL4 FGF12 IFI16 PGM2L1 KLF10 FAM120B BCLAF3 GNG2 DENND1B ERCC6L2 PDE8B ILDR2 PRRC2C CEP41 USP31 CTSS PCDH7 IGF1 PCSK1 STARD4 CCNB1 PAH WDHD1 MYLK3 GALP PDK1 NADK2 ZFP91 NINL GNAQ EEF1AKMT2 DTL SNX19 G6PC LYPLA1 AKAIN1 NNT RAG1 PEX13 PSMD14 ARL5B KLHL5 PPP1R3B ZCCHC2 MPP6 FLT1 PSMD11 MCTS1 KCNQ5 USP53 TMEM35A PRRG4 NLRC3 KLF6 DCX ZMYND15 CHEK1 STT3A NEGR1 SSBP2 ADAMTS5 RNF149 NRG4 HOXD13 RNF128 ARHGEF12 TENT5A CAND1 SPAG16 MAP3K20 PELI1 RAB6B LIN7A TSPAN12 MOSPD1 TADA2B LRP2BP VGLL3 DKK2 MAMLD1 DDX3Y PRSS23 RAPGEF6 TENT4B DYNC1I1 C8orf34 SMAD2 MSX1 SP4 ABCA9 MRPS10 DOK5 ARHGAP32 KIAA1841 LONRF2 AP1AR MAB21L1 KANSL1L AZI2 ZFYVE16 CCNT1 PCBP1 NIBAN1 STOX2 PCDH19 PTPRB TRIM44 CFAP161 IL5RA PDHB ZHX1 SPOPL BDP1 RIMS2 ZEB2 SRSF1 PPP2R2A REEP3 RNF144B ZFC3H1 FXR1 TM7SF3 TACC1 ZNF695 C1orf56 NR1D2 SKAP2 ITGB8 PRKG1 CD302 DCBLD2 MTMR10 FAM126A TMTC2 ATP2B1 TPRX1 MBTD1 CLOCK NAA16 NDUFAF5 MIB1 ZBTB44 TFEC SAT1 ZNF471 FECH RNF180 PRKAA2 PAX6 STX12 UBTD2 ENPP1 RECK FZD3 PDZD2 TARDBP SAR1B LPGAT1 MLXIP TMEM14A TULP4 CSMD2 HOXD3 MMP16 FBLN5 PLEKHF2 FAM168B UBE4B RAB11FIP2 LRCH2 TMED7 DCAF8L1 JADE3 PAFAH1B2 ELK4 REPS2 SLC4A10 MKRN1 CRYZL1 SAMD8 DOCK5 TLL1 WDR17 GPHN GFPT1 COBLL1 SPCS3 HOXD8 SELENOT EDIL3 SERINC1 TBC1D12 TP53BP2 TM9SF3 ARHGAP26 IKZF5 AGAP6 ANK2 CDH6 FYTTD1 SEMA5A CDK6 MAP3K2 POLR2M ABHD5 OSTM1 CYP4V2 ZBTB1 WASF1 SLC12A2 UNC5C SERPINB3 C2orf49 TMEM43 EDNRA APOOL INTS13 CSRNP3 PAPOLG ZNF711 SFT2D1 SHROOM4 SDK2 GSPT2 FIGN LRP11 CYP2U1 YIPF6 CREBZF USH2A ZXDC THAP9 BOD1L2 GJA1 TAF5L SOX2 ELAVL2 CLEC4D UGGT1 AHR PDIK1L RAB12 NIPA1 GABRG1 C10orf90 MKRN3 ZNF449 APPL1 PSG2 RNF4 KIAA0825 LHFPL6 SLITRK5 GABPA SCN9A GPR88 GJB2 LRRC58 PRPF4B ARIH1 BICRAL DOK6 ARRDC3 RBM47 PBX1 COL5A1 SYPL1 STRBP UBLCP1 GMNC PRKCB TRPC1 ALG10B ARFGAP3 ZPBP ABHD13 ACKR3 THAP2 TRPA1 TMX1 TEX10 NUDT21 USF3 MARK1 AK7 NIPAL1 TMEM170B CLVS2 MED12L SPTY2D1 YAE1 ZDHHC21 EIF3A PLXDC2 HOOK3 MAP7D3 TDG FEM1C SIRT1 SRSF4 SPTA1 PPP3R1 EXTL2 TIPARP GTPBP10 LHCGR GGCX ONECUT2 GOLGA6L10 ZNF407 SV2C AP1G1 NFKBIZ BRWD3 GBP2 TECTB LSM8 VRK1 ATP10D TOX FBXW2 ACAP2 MED13 BMP3 MPP4 IKBIP CDK17 TM9SF1 FAM133A FGL2 ERI2 KIAA0408 JCHAIN TLCD4 RAB8B ACTR2 MAN2A1 PGRMC2 UBE2D1 PTGER2 LACTB LATS2 C1orf146 NECAP1 RSBN1 FOXO1 MMP12 WIPF1 YTHDC2 HERPUD2 PFKFB2 FOXJ3 NAA30 MARF1 AKIRIN2 ZNF318 SLC7A11 FEM1B ZFR NLK CTNND2 RBP2 ATG4C ITM2A TWSG1 BMPR2 KCNQ3 INO80D NPY1R FOXF1 ATRX TMEM26 IKZF3 AGAP11 CFTR SCML1 HIVEP2 HSPB3 GK5 SCCPDH KLHL24 TMEM260 HK2 ST8SIA2 SMC5 STRN USP9Y JMY CSNK1A1 SPDYE5 ZBTB41 PTPN4 MEDAG TRPC6 PAXIP1 PHIP FAM13A PTPDC1 NUDT11 KLF7 SCARA3 SRGAP1 TTC33 LNPK TTC14 ZBTB4 PLSCR1 CORO1C ERP44 TRPC5 PRPF38B LANCL2 NUFIP2 PRMT3 PDS5B BZW1 WWC3 MAN1A1 UBE2Q1 B3GNT9 MSRB3 GPNMB CDK12 SMIM13 EFCAB5 ACVR2B CAPRIN1 MYO10 SCAI CNST TMEM245 ALS2 ARL6IP5 NKIRAS1 DNAJC3 STK39 BMP2K ZNF454 ZMAT3 MTMR9 ARX DGKH DNAJC12 CNTLN FGF7 TECRL CCDC141 HAPLN1 TET1 PURA GPR37 MIR616_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR616_5P MPV17L AP4S1 BAG5 MDM4 SURF4 CREB5 ZNF568 CASTOR2 SIX4 SSX2IP SIKE1 ATF1 MCM4 MDM2 CBX6 SYNPO2 AFMID OSMR TMEM41B RTBDN BVES HMBOX1 ZNF281 ALG9 INPP5B HUS1 CBL STAM ARAP2 RBL1 SLC24A1 ZNF736 WNK3 ZBTB7A SPATS2L BCL10 ARCN1 CRTAP ADAMDEC1 PGR MAPK8 KPNA3 MIER3 DICER1 MLEC ZNF557 SLC24A4 ZNF770 HOGA1 CSK DNAL1 CHRDL1 C21orf91 SNX22 PDK3 CYP4F3 TSNAX RSKR FGF14 ZNF101 ZNF595 IRGQ VPS13C LRRC28 PURB CPA4 PITPNM2 NSL1 PTGES3L SLC5A5 NDUFC2-KCTD14 PATJ ENAH SLC13A1 RTCA LRTOMT JAK2 SKA2 STRADB TFDP2 SULT1C4 THUMPD2 OR2H1 DCUN1D1 PAIP2B COX18 XIAP CPSF2 LAMP2 LZIC TGFBR1 MRO CR1 LY75 TDGF1 ZMYM1 VPS33B OGFRL1 MRPL19 ZNF326 GPATCH2L DCUN1D2 SERBP1 SH3D19 FGD5 PHTF2 FRG2 SLC25A45 METTL8 ZC3H12B UBA52 RPS27L WDFY1 ARFIP1 MRI1 PTGIS VPS26A CRIPT TMED4 ZNF808 CRCP IKZF3 NF2 SUMF2 SUPT7L PLA1A FAM234B RAD54B FAM20B GABRP SINHCAF CEBPZOS STEAP4 FOXP2 PHACTR4 ZCCHC4 CEP70 PDZD8 SLAIN1 RNF125 CCNY THAP5 SLC16A7 CYLD TIMM23B ZNF286A NCAPG2 C19orf12 SGPL1 ACKR2 COLCA1 CIPC RPL34 ZBTB3 ZNF426 PWWP3B FAM114A1 MOB1A CEP97 ZBTB8OS CD274 GINS1 SPACA9 SHCBP1 SPC24 GPI SV2B PDE7A DUSP3 CNOT6 CREB1 CNTLN UQCC3 KBTBD6 CILK1 ZNF611 MRPS30 GXYLT1 RIMKLB VIPR2 KIN BRD2 TVP23A PRELID2 SCD5 TANGO2 PPM1A ATP6V0A2 ARMCX3 FAM111A GAPVD1 CFL2 KL ISL1 USP33 ZNF765 C2orf83 MTX3 SMUG1 ARPIN TRPV1 PNISR SCD KRIT1 GTF2IRD2B CCSER2 HIGD1A STAT2 RBBP4 OLFML1 GATD1 SLC30A5 WDR5B ATP1B4 DNAJC14 ARHGAP5 ZNF587 TOGARAM1 PDE6B PCDHB11 FDFT1 ZC3H13 GPN3 HMGN2 RASSF5 MOB3B GEMIN5 EEA1 DBT GCSAML GUCY1A2 SNX1 PHF20L1 RASGRP4 MED17 HELLS SPAG9 KIAA1143 FAM217B EEF1A1 CYB5R3 ARL17A ZNF805 SERPINB13 MTR GNG4 EPB41L4A DCUN1D5 GLG1 GRSF1 GCM1 PPFIBP1 IFNAR2 UNC80 UBE2K SLA2 PLEKHH2 CSDE1 STIL TERF2 ZNF490 BLOC1S2 MYO5C SLC16A4 TXNIP KLF8 CCNT2 SLC48A1 GTPBP3 S1PR5 EDEM1 NR5A2 BAZ1A FRMD8 TOP3A PLAAT5 KALRN NDUFC2 C2orf69 FSIP1 CYP51A1 TMEM52B ELOVL5 CLEC7A FAM204A TRIM13 FYB2 PIP4K2A COLEC10 DHH SCN3B ZSCAN9 PPP4C MATR3 TTN TMF1 SATB2 ALDH18A1 ACTR10 RBSN PTER UBA5 SMU1 TXNDC9 SMAD4 IGF2BP3 GNA13 ABHD18 GNS SOX4 OR51E2 KIF3A ZNF839 INMT SH3BGRL2 AEBP2 FCAR PPP1R15B CNBP POLR2J2 PRTG ANKS4B HPSE TPM3 SOAT1 AADAT ACTN4 CHSY3 SERTAD2 BLNK MPIG6B GCOM1 RPP30 GOSR2 ZNF850 PI4K2B CDCA7L C3orf70 CSGALNACT2 SKP2 IBA57 KCTD14 TMEM59 SLC34A2 KDM1A C15orf40 CXorf56 TIMM50 RLF CHD6 PDHA1 QPCTL SYT4 RHD PSTPIP2 TMEM33 TXNRD2 OSBPL10 TOR1B CCNJ GNL3L GTF2IRD2 ZNF486 CHSY1 MPP5 SDC2 TRAPPC2 NDRG3 TKT MSMO1 RAP1A EIF4E CNOT6L PTEN R3HDM2 CBX5 ZNF681 ELAPOR1 TRMT9B PSMD12 MFSD14B TAS2R20 SLC6A11 UMPS PAPLN CD226 SFR1 SPRYD4 RRM2 MS4A10 CLCC1 DISC1 ME2 CA5B RMDN1 MPC2 RP2 CENPA TWF1 SALL4 ATXN3 SHOC2 AIG1 EPB41 ALDH6A1 ZNF709 RAB11A ZBTB2 EMP2 PIWIL1 C3orf14 RLIM RHNO1 SLC8A1 SLC41A2 ZNHIT6 PIK3CA GM2A MDM1 CCDC50 SPIB TRPM7 AMER2 OPRK1 HRH4 SS18 OCLN DBR1 NCCRP1 TM4SF20 ZNF260 NMNAT1 ZNF785 UHMK1 C2orf68 ALKBH5 MEFV SNX13 ANKRD17 POLR2J3 ST8SIA4 ZNF264 HYKK GPANK1 IFI6 TASOR SERPINB1 RAD54L2 DUSP19 PDP2 FXN STX2 EFR3B FNDC3A TLCD2 BBIP1 ATL3 NEPRO CLDN12 ZNF221 ABCA5 SPN ATF7IP MGA ZNF600 TMEM106B ACOX1 RRP15 ALS2 GKN2 GSTCD SEC63 PAFAH1B1 ATXN7 SGCB SLC9A7 PAICS CEACAM8 PPAT SMC1A TAS2R14 UTP25 CPS1 SERPINB8 KLHL30 VPS53 KIF18B OLR1 SPAST UBE2W BRIP1 ZNF543 ARID5B NCBP3 MTHFD2L ZNF816 SIGLEC14 MARVELD2 FGF12 TRPM6 EMC1 RNF8 C1orf229 SCARF1 MORN4 GNG2 XPNPEP3 INHBE DCP2 DENND1B ERCC6L2 ZDBF2 FABP7 ILDR2 LILRA5 RTKN2 MIA3 TRIAP1 C5AR1 RNF207 FKBP11 MBOAT1 MYLK4 ELF5 MYLK3 POLR1G LURAP1 RIT2 APOBEC3F SGCD ZSCAN2 IYD POU2F3 TOR1AIP2 MYO3B ZNF530 CAMLG SDE2 TRIM16L TCTN2 G6PC TMEM120B DIAPH2 CDC5L ZNF454 ARL6IP1 MCTS1 NHLRC2 USP9X ZNF793 NLRC3 SLC4A8 FBXO44 ZNRF3 AKR1D1 METTL6 TXNL4B DTX3L ARF4 FAM210A ZNF780B STMP1 ZNF626 F3 VHL TSPAN2 GOLM2 CAND1 CEBPB GSR SCAMP1 LRP2BP ADIPOQ COX15 FBXL20 NIM1K GTF3C4 PABPC5 TIMM10B ZNF493 TSPYL1 IRF9 SNIP1 GALNT12 HAVCR2 COMMD8 TNS4 PRKCI SCAF11 SVBP LONRF2 SERF1B CA8 WDR27 ADPRH SART3 TBCB SHOX FUS ST6GAL2 ICE2 VIP LETM1 ETFBKMT AIFM2 NIBAN1 SDHA NDUFV3 SENP5 HAUS5 E2F2 PCDHB9 STON2 SLC12A8 UBE2V2 TEDDM1 TRIM16 RASGEF1A GNB4 REEP3 MTFMT ZFC3H1 AUNIP CYP1A2 PEAK3 ARSB WDR44 SERPINB9 INTS6 ITGB8 MGAT4A RAB33B WDR87 TNFSF9 LIX1L JAK3 TAPBP EEF1AKMT3 RARS2 FAM228B ENPP1 SPECC1 ZNF845 MSS51 SYT15 RPS24 CACNG4 CHP1 FAM117B SAR1B WDR76 LPGAT1 PCBD2 FBXO28 DACT2 TULP4 FGD4 PLAC8 STX11 NUDT19 MCCC2 PLEKHF2 RAD52 HIF3A SLC2A4 KMT5B TENT4B SLC35E2A ELK4 TIPRL REPS2 SLC25A34 MAPK1IP1L C16orf54 SPATA5 SAMD4A MRPS11 ANGPT4 ADAMTS4 ZNF587B ZNF527 MACO1 DAND5 ZNF814 TNFRSF10B MAVS PDE12 IPMK ZCCHC8 GSDMA TMEM184C CDH6 KCNJ14 TFAP2C POLR2M PIGW PIK3CD POLH TENM4 TMTC1 GPR37L1 LATS1 SLC17A3 CCDC65 TBC1D7 C2orf49 NDUFA4 APOOL PCDHB16 PAPOLG KLHDC1 ACACB MFAP3L ZNF816-ZNF321P DCDC1 TRAF3IP2 MAP4 SULT1E1 SH3TC2 CYP20A1 MFSD4A PRR27 GSPT2 ATP13A4 CGNL1 RBM43 TRAF3IP1 CREBZF TOPORS FGFBP3 MS4A2 FBXL17 TPMT TCP11L1 NOCT FZD3 ELAVL2 ZCCHC24 ZFP14 C3orf35 TRDN SLC35F6 ZNF451 PRR23A THOC3 ZNF699 ARGFX MOCS3 HDAC2 KLF5 ZFP36L2 APPL1 CD3G HACD2 ZCCHC14 RETREG3 TMED5 LEPROTL1 ZNF100 TENM3 APOL2 STRIP2 CCDC122 HEG1 RBMS3 GABPA SCN9A LRRC19 ANO6 WAC FANCF NAIF1 ADAMTS18 SLC15A1 H6PD OLFML2A TRA2B APOL6 TMEM239 CACNA1D TRIM5 TCF7 ZNF621 EPHA3 HPS3 SLC10A7 CHMP1B MBD4 FSBP TBK1 KRR1 GLB1L3 TMX1 MTPAP CLSPN USF3 HTR1D TMEM170B LSM11 UCK2 MRFAP1 FZD2 CYP8B1 ZC3HAV1L AS3MT LRPPRC KIF16B WDR55 GRM3 SIGLEC11 RGS9BP SUSD5 WHAMM HOOK3 MAP7D3 INSYN1 PPM1D FOXK1 RAB21 KHDRBS2 CISD2 AP1G1 GRB14 PNPO ZC3HAV1 LSM8 SLC15A5 HP1BP3 CYP2B6 ZBTB25 FBXW2 LRPAP1 STON1 EPG5 MAST3 KIAA1210 NPIPB13 ZNF7 PARD6B FNBP4 SLU7 FLRT2 DCAF17 TAB3 VSIG10 ZNF124 FDXACB1 ACTR2 PSPH FRG2C CNBD2 SMIM17 RYR2 KRT222 ZNF28 ATAD5 BPNT2 TFCP2L1 PHLDA1 ZNF552 SERF1A AAK1 RAD51AP2 KLLN ZNF253 NLK PPM1K ORAI3 TGS1 NPAP1 CEP72 PYGO1 ATRX TENM2 MTRR TRIM59 HS3ST3B1 SNTB2 NEXMIF PCDH10 PLEKHA5 ALDH16A1 PIGR UTP20 FEZ1 PTCHD4 SNAPC3 CCDC173 S1PR2 TVP23C CSTF2T RNF115 HECA VCPIP1 ASPN CCL16 SLC36A2 CASP2 NOL9 DOCK1 COX6B2 LMTK2 ZNF578 MRPS16 GPR83 TMEM167B EIF2S3 SCML2 ZC3H6 NEK2 ZSWIM1 ACYP2 NUFIP2 CALCB RHPN2 FRZB ITGAX CDX1 SKA1 APOBEC3D SLC25A32 SCIMP KRBOX4 UTP11 NUGGC NOM1 FTO TAF8 ZNF22 SCAI GOLGA3 UPK3BL1 VMP1 ZSWIM4 FOXL2NB LYRM7 LRRC47 RBM8A DSCAML1 HECW2 KIF5C ZNF286B IKZF1 P2RY1 KPNA4 MLANA RCN2 ARHGAP35 ZMYM6 EXOC5 FGD2 RPL15 MFSD8 ALG1 CCDC141 TLCD4 SYNJ2BP SVOP VENTX PURA DHRSX MIR371B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR371B_5P MPV17L AP4S1 BAG5 MDM4 SURF4 CREB5 ZNF568 CASTOR2 SIX4 SSX2IP SIKE1 ATF1 MCM4 MDM2 CBX6 SYNPO2 AFMID OSMR TMEM41B RTBDN BVES HMBOX1 ZNF281 ALG9 INPP5B HUS1 CBL STAM ARAP2 RBL1 SLC24A1 ZNF736 WNK3 ZBTB7A SPATS2L BCL10 ARCN1 CRTAP PGR MAPK8 KPNA3 DICER1 MLEC ZNF557 SLC24A4 ZNF770 HOGA1 CSK DNAL1 CHRDL1 C21orf91 SNX22 PDK3 CYP4F3 TSNAX RSKR FGF14 ZNF101 ZNF595 IRGQ VPS13C LRRC28 PURB CPA4 PITPNM2 NSL1 PTGES3L SLC5A5 NDUFC2-KCTD14 PATJ ENAH SLC13A1 RTCA LRTOMT JAK2 SKA2 STRADB TFDP2 SULT1C4 THUMPD2 OR2H1 DCUN1D1 PAIP2B COX18 XIAP CPSF2 LAMP2 LZIC TGFBR1 MRO CR1 LY75 TDGF1 ZMYM1 VPS33B OGFRL1 MRPL19 ZNF326 GPATCH2L DCUN1D2 SERBP1 SH3D19 FGD5 PHTF2 FRG2 SLC25A45 METTL8 ZC3H12B UBA52 RPS27L WDFY1 ARFIP1 MRI1 PTGIS VPS26A CRIPT TMED4 ZNF808 CRCP IKZF3 NF2 SUMF2 SUPT7L PLA1A FAM234B RAD54B FAM20B GABRP SINHCAF CEBPZOS STEAP4 FOXP2 PHACTR4 ZCCHC4 CEP70 PDZD8 SLAIN1 RNF125 CCNY THAP5 SLC16A7 CYLD TIMM23B ZNF286A NCAPG2 C19orf12 SGPL1 ACKR2 COLCA1 CIPC RPL34 ZBTB3 ZNF426 PWWP3B FAM114A1 MOB1A CEP97 ZBTB8OS CD274 GINS1 SPACA9 SHCBP1 SPC24 GPI SV2B PDE7A DUSP3 CNOT6 CREB1 CNTLN UQCC3 KBTBD6 CILK1 ZNF611 MRPS30 GXYLT1 RIMKLB VIPR2 KIN BRD2 TVP23A PRELID2 SCD5 TANGO2 PPM1A ATP6V0A2 ARMCX3 FAM111A GAPVD1 CFL2 KL ISL1 USP33 ZNF765 C2orf83 MTX3 SMUG1 ARPIN TRPV1 PNISR SCD KRIT1 GTF2IRD2B CCSER2 HIGD1A STAT2 RBBP4 OLFML1 GATD1 SLC30A5 WDR5B ATP1B4 DNAJC14 ARHGAP5 ZNF587 TOGARAM1 PDE6B PCDHB11 FDFT1 ZC3H13 GPN3 HMGN2 RASSF5 MOB3B GEMIN5 EEA1 DBT GCSAML GUCY1A2 SNX1 PHF20L1 RASGRP4 MED17 HELLS SPAG9 KIAA1143 FAM217B EEF1A1 CYB5R3 ARL17A ZNF805 SERPINB13 MTR GNG4 EPB41L4A DCUN1D5 GLG1 GRSF1 GCM1 PPFIBP1 IFNAR2 UNC80 UBE2K SLA2 PLEKHH2 CSDE1 STIL TERF2 ZNF490 BLOC1S2 MYO5C SLC16A4 TXNIP KLF8 CCNT2 SLC48A1 GTPBP3 S1PR5 EDEM1 NR5A2 BAZ1A FRMD8 TOP3A PLAAT5 KALRN NDUFC2 C2orf69 FSIP1 CYP51A1 TMEM52B ELOVL5 CLEC7A FAM204A TRIM13 FYB2 PIP4K2A COLEC10 DHH SCN3B ZSCAN9 PPP4C MATR3 TTN TMF1 SATB2 RC3H1 ALDH18A1 ACTR10 RBSN PTER UBA5 SMU1 TXNDC9 SMAD4 IGF2BP3 GNA13 ABHD18 GNS SOX4 OR51E2 KIF3A ZNF839 INMT SH3BGRL2 AEBP2 FCAR PPP1R15B CNBP POLR2J2 PRTG ANKS4B HPSE TPM3 SOAT1 AADAT ACTN4 CHSY3 SERTAD2 BLNK MPIG6B GCOM1 RPP30 GOSR2 ZNF850 PI4K2B CDCA7L C3orf70 CSGALNACT2 SKP2 IBA57 KCTD14 TMEM59 SLC34A2 KDM1A C15orf40 CXorf56 TIMM50 RLF CHD6 PDHA1 QPCTL SYT4 RHD PSTPIP2 TMEM33 TXNRD2 OSBPL10 TOR1B CCNJ GNL3L GTF2IRD2 ZNF486 CHSY1 SDC2 TRAPPC2 NDRG3 TKT MSMO1 RAP1A EIF4E CNOT6L PTEN R3HDM2 CBX5 ZNF681 ELAPOR1 TRMT9B PSMD12 MFSD14B TAS2R20 SLC6A11 UMPS PAPLN CD226 SFR1 SPRYD4 RRM2 LPP MS4A10 CLCC1 DISC1 ME2 CA5B RMDN1 MPC2 RP2 CENPA TWF1 SALL4 ATXN3 SHOC2 AIG1 EPB41 ALDH6A1 ZNF709 RAB11A ZBTB2 EMP2 PIWIL1 C3orf14 RLIM RHNO1 SLC8A1 SLC41A2 ZNHIT6 PIK3CA GM2A MDM1 CCDC50 SPIB TRPM7 AMER2 OPRK1 ZNF713 HRH4 SS18 OCLN DBR1 NCCRP1 TM4SF20 ZNF260 NMNAT1 ZNF785 UHMK1 C2orf68 ALKBH5 MEFV SNX13 ANKRD17 POLR2J3 ST8SIA4 ZNF264 HYKK GPANK1 IFI6 TASOR SERPINB1 RAD54L2 DUSP19 PDP2 FXN STX2 EFR3B FNDC3A TLCD2 BBIP1 ATL3 NEPRO CLDN12 ZNF221 ABCA5 SPN ATF7IP MGA ZNF600 TMEM106B ACOX1 RRP15 ALS2 GKN2 GSTCD SEC63 PAFAH1B1 ATXN7 SGCB SLC9A7 PAICS CEACAM8 PPAT SMC1A TAS2R14 UTP25 CPS1 SERPINB8 KLHL30 VPS53 KIF18B OLR1 SPAST UBE2W BRIP1 ZNF543 ARID5B NCBP3 MTHFD2L ZNF816 SIGLEC14 MARVELD2 FGF12 TRPM6 EMC1 RNF8 C1orf229 SCARF1 MORN4 GNG2 XPNPEP3 INHBE DCP2 DENND1B ERCC6L2 ZDBF2 FABP7 ILDR2 LILRA5 RTKN2 TRIAP1 C5AR1 RNF207 FKBP11 MBOAT1 MYLK4 ELF5 MYLK3 POLR1G LURAP1 RIT2 APOBEC3F SGCD ZSCAN2 IYD POU2F3 TOR1AIP2 MYO3B ZNF530 CAMLG SDE2 TRIM16L TCTN2 G6PC TMEM120B DIAPH2 CDC5L ZNF454 ARL6IP1 MCTS1 NHLRC2 ZNF793 NLRC3 SLC4A8 FBXO44 ZNRF3 AKR1D1 METTL6 TXNL4B DTX3L ARF4 FAM210A ZNF780B STMP1 ZNF626 F3 VHL TSPAN2 GOLM2 CAND1 CEBPB GSR SCAMP1 LRP2BP ADIPOQ COX15 FBXL20 NIM1K GTF3C4 PABPC5 TIMM10B ZNF493 TSPYL1 IRF9 SNIP1 GALNT12 HAVCR2 COMMD8 TNS4 PRKCI SCAF11 SVBP LONRF2 SERF1B CA8 WDR27 ADPRH SART3 TBCB SHOX FUS ST6GAL2 ICE2 VIP LETM1 ETFBKMT AIFM2 NIBAN1 SDHA NDUFV3 SENP5 HAUS5 E2F2 PCDHB9 STON2 SLC12A8 UBE2V2 TEDDM1 TRIM16 RASGEF1A GNB4 REEP3 MTFMT ZFC3H1 AUNIP CYP1A2 PEAK3 ARSB WDR44 SERPINB9 INTS6 ITGB8 MGAT4A RAB33B WDR87 TNFSF9 LIX1L JAK3 TAPBP EEF1AKMT3 RARS2 FAM228B ENPP1 SPECC1 ZNF845 MSS51 SYT15 RPS24 CACNG4 CHP1 FAM117B SAR1B WDR76 LPGAT1 PCBD2 FBXO28 DACT2 TULP4 PLAC8 STX11 NUDT19 MCCC2 PLEKHF2 RAD52 HIF3A SLC2A4 KMT5B TENT4B SLC35E2A ELK4 TIPRL REPS2 SLC25A34 MAPK1IP1L C16orf54 SPATA5 SAMD4A MRPS11 ANGPT4 ADAMTS4 ZNF587B ZNF527 MACO1 DAND5 ZNF814 TNFRSF10B MAVS PDE12 IPMK ZCCHC8 GSDMA TMEM184C CDH6 KCNJ14 TFAP2C POLR2M PIGW PIK3CD POLH TENM4 TMTC1 GPR37L1 LATS1 SLC17A3 CCDC65 TBC1D7 C2orf49 NDUFA4 APOOL PCDHB16 PAPOLG KLHDC1 ACACB MFAP3L ZNF816-ZNF321P DCDC1 TRAF3IP2 MAP4 SULT1E1 SH3TC2 CYP20A1 MFSD4A PRR27 GSPT2 ATP13A4 CGNL1 RBM43 TRAF3IP1 CREBZF TOPORS FGFBP3 MS4A2 FBXL17 TPMT NOCT FZD3 ELAVL2 ZCCHC24 ZFP14 C3orf35 TRDN SLC35F6 ZNF451 PRR23A THOC3 ZNF699 ARGFX MOCS3 HDAC2 KLF5 ZFP36L2 APPL1 CD3G HACD2 ZCCHC14 RETREG3 TMED5 LEPROTL1 ZNF100 TENM3 APOL2 STRIP2 CCDC122 HEG1 RBMS3 GABPA SCN9A LRRC19 ANO6 WAC FANCF NAIF1 ADAMTS18 SLC15A1 H6PD OLFML2A TRA2B APOL6 TMEM239 CACNA1D TRIM5 TCF7 ZNF621 EPHA3 HPS3 SLC10A7 CHMP1B MBD4 FSBP TBK1 KRR1 GLB1L3 TMX1 MTPAP CLSPN USF3 HTR1D TMEM170B LSM11 UCK2 MRFAP1 FZD2 CYP8B1 ZC3HAV1L ZBTB20 MPHOSPH9 AS3MT LRPPRC KIF16B WDR55 GRM3 SIGLEC11 RGS9BP SUSD5 WHAMM HOOK3 MAP7D3 INSYN1 PPM1D FOXK1 RAB21 KHDRBS2 CISD2 AP1G1 GRB14 PNPO ZC3HAV1 LSM8 SLC15A5 HP1BP3 CYP2B6 ZBTB25 FBXW2 LRPAP1 STON1 EPG5 MAST3 KIAA1210 NPIPB13 ZNF7 PARD6B FNBP4 SLU7 FLRT2 DCAF17 TAB3 VSIG10 ZNF124 FDXACB1 ACTR2 PSPH FRG2C CNBD2 SMIM17 RYR2 KRT222 ZNF28 ATAD5 BPNT2 TFCP2L1 PHLDA1 ZNF552 SERF1A AAK1 RAD51AP2 KLLN ZNF253 NLK PPM1K ORAI3 TGS1 NPAP1 CEP72 PYGO1 ATRX TENM2 MTRR TRIM59 HS3ST3B1 SNTB2 NEXMIF PCDH10 PLEKHA5 ALDH16A1 PIGR UTP20 FEZ1 PTCHD4 SNAPC3 CCDC173 S1PR2 TVP23C CSTF2T RNF115 HECA VCPIP1 ASPN CCL16 SLC36A2 CASP2 NOL9 DOCK1 COX6B2 LMTK2 ZNF578 MRPS16 GPR83 TMEM167B EIF2S3 SCML2 ZC3H6 NEK2 ZSWIM1 ACYP2 NUFIP2 CALCB RHPN2 FRZB ITGAX CDX1 SKA1 APOBEC3D SLC25A32 SCIMP KRBOX4 UTP11 NUGGC NOM1 FTO TAF8 ZNF22 SCAI GOLGA3 UPK3BL1 VMP1 ZSWIM4 FOXL2NB LYRM7 LRRC47 RBM8A DSCAML1 HECW2 KIF5C ZNF286B IKZF1 P2RY1 KPNA4 MLANA RCN2 ARHGAP35 ZMYM6 EXOC5 FGD2 RPL15 MFSD8 ALG1 CCDC141 TLCD4 SYNJ2BP SVOP VENTX PURA DHRSX MIR373_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR373_5P MPV17L AP4S1 BAG5 MDM4 SURF4 CREB5 ZNF568 CASTOR2 SIX4 SSX2IP SIKE1 ATF1 MCM4 MDM2 CBX6 CDKL5 SYNPO2 AFMID OSMR TMEM41B RTBDN BVES HMBOX1 ZNF281 ALG9 INPP5B HUS1 CBL STAM ARAP2 RBL1 SLC24A1 ZNF736 WNK3 ZBTB7A SPATS2L BCL10 ARCN1 CRTAP PGR MAPK8 KPNA3 DICER1 MLEC ZNF557 SLC24A4 ZNF770 HOGA1 CSK DNAL1 CHRDL1 C21orf91 SNX22 PDK3 CYP4F3 TSNAX RSKR FGF14 ZNF101 ZNF595 IRGQ VPS13C LRRC28 PURB CPA4 PITPNM2 NSL1 PTGES3L SLC5A5 NDUFC2-KCTD14 PATJ ENAH SLC13A1 RTCA LRTOMT JAK2 SKA2 STRADB TFDP2 SULT1C4 THUMPD2 OR2H1 DCUN1D1 PAIP2B COX18 XIAP CPSF2 LAMP2 LZIC TGFBR1 MRO CR1 LY75 TDGF1 ZMYM1 VPS33B OGFRL1 MRPL19 ZNF326 GPATCH2L DCUN1D2 SERBP1 SH3D19 FGD5 PHTF2 FRG2 SLC25A45 METTL8 ZC3H12B UBA52 RPS27L WDFY1 ARFIP1 MRI1 PTGIS VPS26A CRIPT TMED4 ZNF808 CRCP IKZF3 NF2 SUMF2 SUPT7L PLA1A FAM234B RAD54B FAM20B GABRP SINHCAF CEBPZOS STEAP4 FOXP2 PHACTR4 ZCCHC4 CEP70 PDZD8 SLAIN1 RNF125 CCNY THAP5 SLC16A7 CYLD TIMM23B ZNF286A NCAPG2 C19orf12 SGPL1 ACKR2 COLCA1 CIPC RPL34 ZBTB3 ZNF426 PWWP3B FAM114A1 MOB1A CEP97 ZBTB8OS CD274 GINS1 SPACA9 SHCBP1 SPC24 GPI SV2B PDE7A DUSP3 CNOT6 CREB1 CNTLN UQCC3 KBTBD6 CILK1 ZNF611 MRPS30 GXYLT1 RIMKLB VIPR2 KIN BRD2 TVP23A PRELID2 SCD5 TANGO2 PPM1A ATP6V0A2 ARMCX3 FAM111A GAPVD1 CFL2 KL ISL1 USP33 ZNF765 C2orf83 MTX3 SMUG1 ARPIN TRPV1 PNISR SCD KRIT1 GTF2IRD2B CCSER2 HIGD1A STAT2 RBBP4 OLFML1 GATD1 SLC30A5 WDR5B ATP1B4 DNAJC14 ARHGAP5 ZNF587 TOGARAM1 PDE6B PCDHB11 FDFT1 ZC3H13 GPN3 HMGN2 RASSF5 MOB3B GEMIN5 EEA1 DBT GCSAML GUCY1A2 SNX1 PHF20L1 RASGRP4 MED17 HELLS SPAG9 KIAA1143 FAM217B EEF1A1 CYB5R3 ARL17A ZNF805 SERPINB13 MTR GNG4 EPB41L4A DCUN1D5 GLG1 GRSF1 GCM1 PPFIBP1 IFNAR2 UNC80 UBE2K SLA2 PLEKHH2 CSDE1 STIL TERF2 ZNF490 BLOC1S2 MYO5C SLC16A4 TXNIP KLF8 CCNT2 SLC48A1 GTPBP3 S1PR5 EDEM1 NR5A2 BAZ1A FRMD8 TOP3A PLAAT5 KALRN NDUFC2 C2orf69 FSIP1 CYP51A1 TMEM52B ELOVL5 CLEC7A FAM204A TRIM13 FYB2 PIP4K2A COLEC10 DHH SCN3B ZSCAN9 PPP4C MATR3 TTN TMF1 SATB2 ALDH18A1 ACTR10 RBSN PTER UBA5 SMU1 TXNDC9 SMAD4 IGF2BP3 GNA13 ABHD18 GNS SOX4 OR51E2 KIF3A ZNF839 INMT SH3BGRL2 AEBP2 FCAR PPP1R15B CNBP POLR2J2 PRTG ANKS4B HPSE TPM3 SOAT1 AADAT ACTN4 CHSY3 SERTAD2 BLNK MPIG6B GCOM1 RPP30 GOSR2 ZNF850 PI4K2B CDCA7L C3orf70 CSGALNACT2 SKP2 IBA57 KCTD14 TMEM59 SLC34A2 KDM1A C15orf40 CXorf56 TIMM50 RLF CHD6 PDHA1 QPCTL SYT4 RHD PSTPIP2 TMEM33 TXNRD2 OSBPL10 TOR1B CCNJ GNL3L GTF2IRD2 ZNF486 CHSY1 SDC2 TRAPPC2 NDRG3 TKT MSMO1 RAP1A EIF4E CNOT6L PTEN R3HDM2 CBX5 ZNF681 ELAPOR1 TRMT9B PSMD12 MFSD14B TAS2R20 SLC6A11 UMPS PAPLN CD226 SFR1 SPRYD4 RRM2 MS4A10 CLCC1 DISC1 ME2 CA5B RMDN1 MPC2 RP2 CENPA TWF1 SALL4 ATXN3 SHOC2 AIG1 EPB41 ALDH6A1 ZNF709 RAB11A ZBTB2 EMP2 PIWIL1 C3orf14 RLIM RHNO1 SLC8A1 SLC41A2 ZNHIT6 PIK3CA GM2A MDM1 CCDC50 SPIB TRPM7 AMER2 OPRK1 HRH4 SS18 OCLN DBR1 NCCRP1 TM4SF20 ZNF260 NMNAT1 ZNF785 UHMK1 C2orf68 ALKBH5 MEFV SNX13 ANKRD17 POLR2J3 ST8SIA4 ZNF264 HYKK GPANK1 IFI6 TASOR SERPINB1 RAD54L2 DUSP19 PDP2 FXN STX2 EFR3B FNDC3A TLCD2 BBIP1 ATL3 NEPRO CLDN12 ZNF221 ABCA5 SPN ATF7IP MGA ZNF600 TMEM106B ACOX1 RRP15 ALS2 GKN2 GSTCD SEC63 PAFAH1B1 ATXN7 SGCB SLC9A7 PAICS CEACAM8 PPAT SMC1A TAS2R14 UTP25 CPS1 SERPINB8 KLHL30 VPS53 KIF18B OLR1 SPAST UBE2W BRIP1 ZNF543 ARID5B NCBP3 MTHFD2L ZNF816 SIGLEC14 MARVELD2 FGF12 TRPM6 EMC1 RNF8 C1orf229 SCARF1 MORN4 GNG2 XPNPEP3 INHBE DCP2 DENND1B ERCC6L2 ZDBF2 FABP7 ILDR2 LILRA5 RTKN2 TRIAP1 C5AR1 RNF207 FKBP11 MBOAT1 MYLK4 ELF5 MYLK3 POLR1G LURAP1 RIT2 APOBEC3F SGCD ZSCAN2 IYD POU2F3 TOR1AIP2 MYO3B ZNF530 CAMLG SDE2 TRIM16L TCTN2 G6PC TMEM120B DIAPH2 CDC5L ZNF454 ARL6IP1 MCTS1 NHLRC2 ZNF793 NLRC3 SLC4A8 FBXO44 ZNRF3 AKR1D1 METTL6 TXNL4B DTX3L ARF4 FAM210A ZNF780B STMP1 ZNF626 F3 VHL TSPAN2 GOLM2 CAND1 CEBPB GSR SCAMP1 LRP2BP ADIPOQ COX15 FBXL20 NIM1K GTF3C4 PABPC5 TIMM10B ZNF493 TSPYL1 IRF9 SNIP1 GALNT12 HAVCR2 COMMD8 TNS4 PRKCI SCAF11 SVBP LONRF2 SERF1B CA8 WDR27 ADPRH SART3 TBCB SHOX FUS ST6GAL2 ICE2 VIP LETM1 ETFBKMT AIFM2 NIBAN1 SDHA NDUFV3 SENP5 HAUS5 E2F2 PCDHB9 STON2 SLC12A8 UBE2V2 TEDDM1 TRIM16 RASGEF1A GNB4 REEP3 MTFMT ZFC3H1 AUNIP CYP1A2 PEAK3 ARSB WDR44 SERPINB9 INTS6 ITGB8 MGAT4A RAB33B WDR87 TNFSF9 LIX1L JAK3 TAPBP EEF1AKMT3 RARS2 FAM228B ENPP1 SPECC1 ZNF845 MSS51 SYT15 RPS24 CACNG4 CHP1 FAM117B SAR1B WDR76 LPGAT1 PCBD2 FBXO28 DACT2 TULP4 PLAC8 STX11 NUDT19 MCCC2 PLEKHF2 RAD52 HIF3A SLC2A4 KMT5B TENT4B SLC35E2A ELK4 TIPRL REPS2 SLC25A34 MAPK1IP1L C16orf54 IRF4 SPATA5 SAMD4A MRPS11 ANGPT4 ADAMTS4 ZNF587B ZNF527 MACO1 DAND5 ZNF814 TNFRSF10B MAVS PDE12 IPMK ZCCHC8 GSDMA TMEM184C CDH6 KCNJ14 TFAP2C POLR2M PIGW PIK3CD POLH TENM4 TMTC1 GPR37L1 LATS1 SLC17A3 CCDC65 TBC1D7 C2orf49 NDUFA4 APOOL PCDHB16 PAPOLG KLHDC1 ACACB MFAP3L ZNF816-ZNF321P DCDC1 TRAF3IP2 MAP4 SULT1E1 SH3TC2 CYP20A1 MFSD4A PRR27 GSPT2 ATP13A4 CGNL1 RBM43 TRAF3IP1 CREBZF TOPORS FGFBP3 MS4A2 FBXL17 TPMT NOCT FZD3 ELAVL2 ZCCHC24 ZFP14 C3orf35 TRDN SLC35F6 ZNF451 PRR23A THOC3 ZNF699 ARGFX MOCS3 HDAC2 KLF5 ZFP36L2 APPL1 CD3G HACD2 ZCCHC14 RETREG3 TMED5 LEPROTL1 ZNF100 TENM3 APOL2 STRIP2 CCDC122 HEG1 RBMS3 GABPA SCN9A LRRC19 ANO6 WAC FANCF NAIF1 ADAMTS18 SLC15A1 H6PD OLFML2A TRA2B APOL6 TMEM239 CACNA1D TRIM5 TCF7 ZNF621 EPHA3 HPS3 SLC10A7 CHMP1B MBD4 FSBP TBK1 KRR1 GLB1L3 TMX1 MTPAP CLSPN USF3 HTR1D TMEM170B LSM11 UCK2 MRFAP1 FZD2 CYP8B1 ZC3HAV1L AS3MT LRPPRC KIF16B WDR55 GRM3 SIGLEC11 RGS9BP SUSD5 WHAMM HOOK3 MAP7D3 INSYN1 PPM1D FOXK1 RAB21 KHDRBS2 CISD2 AP1G1 GRB14 PNPO ZC3HAV1 LSM8 SLC15A5 HP1BP3 CYP2B6 ZBTB25 FBXW2 LRPAP1 STON1 EPG5 MAST3 KIAA1210 NPIPB13 ZNF7 PARD6B FNBP4 SLU7 FLRT2 DCAF17 TAB3 VSIG10 ZNF124 FDXACB1 ACTR2 PSPH FRG2C CNBD2 SMIM17 RYR2 KRT222 ZNF28 ATAD5 BPNT2 TFCP2L1 PHLDA1 ZNF552 SERF1A AAK1 RAD51AP2 KLLN ZNF253 NLK PPM1K ORAI3 TGS1 NPAP1 CEP72 PYGO1 ATRX TENM2 MTRR TRIM59 HS3ST3B1 SNTB2 NEXMIF PCDH10 PLEKHA5 ALDH16A1 PIGR UTP20 FEZ1 PTCHD4 SNAPC3 CCDC173 S1PR2 TVP23C CSTF2T RNF115 HECA VCPIP1 ASPN CCL16 SLC36A2 CASP2 NOL9 DOCK1 COX6B2 LMTK2 ZNF578 MRPS16 GPR83 TMEM167B EIF2S3 SCML2 ZC3H6 NEK2 ZSWIM1 ACYP2 NUFIP2 CALCB RHPN2 FRZB ITGAX CDX1 SKA1 APOBEC3D SLC25A32 SCIMP KRBOX4 UTP11 NUGGC NOM1 FTO TAF8 ZNF22 SCAI GOLGA3 UPK3BL1 VMP1 ZSWIM4 FOXL2NB LYRM7 LRRC47 RBM8A DSCAML1 HECW2 KIF5C ZNF286B IKZF1 P2RY1 KPNA4 MLANA RCN2 ARHGAP35 ZMYM6 EXOC5 FGD2 RPL15 MFSD8 ALG1 CCDC141 TLCD4 SYNJ2BP SVOP VENTX PURA DHRSX MIR6867_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6867_5P PIAS2 SLITRK3 EDA2R SYT17 ZNF148 AFF2 PTPRM ZKSCAN8 SLC43A3 AHNAK2 UBN2 ZEB1 SYNPO2 DMD DLG3 CD22 MNT PSMA4 TRIOBP GPRC5B GNE PALM2AKAP2 RGS5 BVES SATB1 TMCO1 IL6ST LAIR1 MBNL3 OXTR REEP5 GABRB3 NR2F1 CELF4 NCAPH2 RUFY2 BDNF TANGO2 CACNA1A HDAC9 LRRC39 CARNS1 TNPO3 DGKH CHRDL1 CREB3L2 NLGN4X SLC44A1 PAX5 AMER1 ZFP90 ZNF101 HOXB4 SPCS2 H2AJ ASB11 SSX5 SGCZ ADCY9 A1CF RUNX1T1 KLF12 PATE2 NCAM1 NAPB PACSIN3 ZDHHC3 RIMS1 STS CYP4F11 TMEM106A ZMYND8 CTSE FAM13A NKIRAS2 CD247 BTBD9 ADGRA1 LCE1E MCM8 ZDHHC15 SEMA5B GALNT3 ANK1 PCDH11Y ARRB1 ST6GALNAC5 LAMP2 SPATA6 GREM2 SLC7A8 ITGB1BP1 MRO BIN2 BCL2L11 DCAKD BCOR PLPPR1 SHISAL1 ZBTB20 RFTN2 CALD1 PIK3R5 SLC35A3 P2RY8 LHX6 GYPA SMARCA2 KPNB1 PRKD3 ZNF488 SMAD9 RGS4 DLG1 RBBP9 TNS1 SNAP25 PAX6 ELAVL4 NCK2 ADAT2 RBMXL1 RAB7A SAMD4A STARD8 TP53I11 CCDC83 FAM177A1 FSD2 FGFRL1 C3orf35 WWC1 MAPKBP1 EFNB1 CDIN1 FUT9 SEPTIN6 DUSP16 DELE1 ATP11A ATP1B2 ADAM23 KCNN3 IGF1R UNC5A GALNT13 SGPL1 DOP1A ESCO2 HDAC8 ABCC4 CYTH3 HOXC4 AAR2 KCNQ2 RARA IKZF2 SEPTIN3 KLF7 SV2B IARS1 FOXP3 ARHGAP45 TAF2 NFIC NRXN3 STX1B GIMAP1 DDHD1 MXD1 TVP23A PIM1 RGS3 CDH13 LRRFIP1 JARID2 OPRM1 LILRB4 C10orf71 DPYSL5 SLC26A6 F7 LDB3 NTRK2 PLCB1 EFHC2 ASTN1 TDRP NOX4 RNASE1 IGF2R TRAF3 GNAL ADAM12 GTDC1 IRAG1 SIN3A MYO5A DLG4 SCN8A KRIT1 CSRP2 MYD88 TLK2 MAGEE2 OLFML1 UCK1 CSRNP2 CDH11 TMEM47 RBPJL NDE1 SYNPO PLP1 ITGAM IRF2BPL RORA IFT80 LHX1 GRIA4 KLHL23 CA10 EIF2A SCN2A KLHL13 GRM5 STXBP5L NRXN1 PHF1 PHF20L1 GREB1 SCN5A SSX7 EOGT SSX1 NEK11 BPTF RBFOX1 INVS FASTKD2 KLHL15 KCNQ5 MYT1L CDON RTN1 SAMD9L EPHA5 TNRC6B FRMD3 TMPRSS11A VAPB BDH1 C1orf21 SLCO4C1 PROX1 NMBR PCDH11X SIGMAR1 SNX2 ELOVL6 SLC13A5 AMOTL1 ROCK2 SLC48A1 PIK3C2A ATP8A2 SLC23A2 LARP4B SVIP DGKG LMX1B GFRA2 CCKBR NFASC LRTM2 TRIM13 PBRM1 CREBBP NCAN ATP2B3 SH2D2A DLGAP4 MGRN1 NKAIN2 LRRN1 PDLIM5 SLC4A4 HOXC6 FAM167A CUX2 CPPED1 LEPR SMAD4 VPS13C ABHD18 BID JAKMIP2 FRMD5 PRDM12 SH3BGRL2 GRID1 NR2E1 CLIP2 RBP3 ZNF655 CHST11 FAM163A CDH12 PATL1 DCN RAB3C LYST BMP4 MAN1C1 CHIC1 RFX3 SERTAD2 E2F8 XKR4 HCN4 RBM46 NACC1 C1orf94 AFF3 PLAA ZNF850 ADAMTSL1 OPCML SOX12 FAM13B BEAN1 PLCXD3 FKBP1B IL2RA NLN OSBPL9 SPPL3 NRK SEMA6A TSTD3 CAMK4 IFNLR1 ZNF544 ZNF329 MUC4 SORCS3 FIBIN KCNB1 LCP1 GFRA1 BEND6 APBB2 EGFR SSX2 LSAMP TBX4 NIN SPX ZFX PRDM11 RSPO4 SLCO3A1 STAT6 HS6ST3 MAF ZFHX3 PORCN KDM3B SLC2A12 FAM163B GLYR1 TRPV3 JMJD8 FAM43A INSIG2 CDKN2B CCND1 P3H2 SPOCK2 FSTL4 LPP UGT3A1 RICTOR RSPO1 CLEC12B ZNF704 ELFN2 ENOX2 ALOX15B SHOC2 LUM CCDC40 SPRY4 RNLS ASXL2 PLEKHM3 KCNJ16 DLG2 TTC1 MAP2 THSD7A ATF7 SLC25A6 GABBR2 SPARC DDX52 CD93 APBA1 CNTNAP5 SEMA3E PAX4 ANKRD42 SLC1A4 VAMP4 DESI2 ENPP5 TRDN MACROH2A2 XG RAB3IP CCSER2 FAT3 KIF1B ZNF618 ZNF264 RNF220 CA8 ZNF516 KLHL9 SSX3 HYKK CCDC97 RASD2 CAMK2N1 IGLON5 KATNAL1 TMEM130 PLXNA1 CSF2RB CHODL SCP2 LDHAL6A NEPRO NFAT5 PFN1 GRIN2A TRIM67 SPN ZDHHC20 TTC9 VNN1 FREM2 SSPN MAPK10 GCN1 MBLAC2 RALGAPB RRP15 USP37 TPTE GFAP MORC2 SRF DNAJC6 TTI1 GALR2 PTAR1 RSPH4A NAV1 FLVCR1 ITIH5 HSPG2 CACNA1I OLR1 RSPRY1 TNFSF14 TREML2 TMEM241 FGF2 CPED1 PKNOX2 FCRL6 SIRPA ELFN1 TBC1D16 EPAS1 SLC6A14 PBX2 CACNG2 FZD5 THRA KIAA0040 PPP1R3A CBX1 IGF1 CACNA2D2 CPLX3 MYLK4 CDK15 PEA15 ERP27 RHOBTB1 MYLK3 TBX15 UFL1 TLX1 RNF113B ANTXR2 ZFP91 GJB4 RPL23A SHANK2 EHHADH CABP4 CCDC93 GABRB2 CHORDC1 GPR173 IPO9 HS3ST4 MCTP2 SSX2B ZHX3 CREM DCX PLAG1 PITPNB TXNL4B ADAMTS5 GLI2 MARCHF4 IFFO2 KIAA1549L ETV6 TSPAN2 STXBP6 SLC22A23 SIX3 ANKRD34A TRIM42 ZNF529 KCNK10 ILRUN LRP2BP VGLL3 TRIM2 ST18 METTL21A NLGN4Y KAAG1 ATP2B2 GRK3 PAPSS2 UNK BRINP1 HPCA KIAA1671 SENP1 PRKCI SVBP TAOK1 TMEM237 UBQLN2 TEAD1 MECP2 KANSL1L GRIA3 LRRTM2 CCDC191 SSR1 LCOR PATE1 STOX2 WIZ NOS1 SPIN1 SHISA7 HLA-DOA GNA12 ZEB2 PODN FBRSL1 AMER3 NDFIP2 ZFP36L1 SSX4 SERPINA10 TACC1 AIMP1 ATP8B2 PDGFB MGAT4A EML1 SYT3 SRGAP2 FCGR1B AKT3 PLEKHA6 NCDN WIPF2 RRP7A CAMTA1 CADM4 BCL2 SOX7 WDR73 SOGA1 MESP2 ZNF134 EFCAB11 CHD7 FAM117B BNC2 KIF5A PLCG1 CSMD2 PPP2R1B EHD2 SETDB2 P2RX1 DCAF8L1 FLNC TIPRL BMPER CLIC6 PRKN SEPHS2 NR4A2 RCVRN SLC24A2 SRD5A3 MALT1 CELF5 NGFR ERO1B LHFPL5 GFPT1 ZNF382 SETD7 PARD3B ST8SIA1 UBE2QL1 NECTIN1 PRDM8 HSPB7 ANO5 ARHGAP26 DDX58 CDH6 NAPEPLD MAP3K2 SNX20 PTHLH SMIM21 CCDC198 ARHGAP42 INSYN2A CYP4V2 UNC5C CASZ1 RIBC1 CSRNP3 PCGF3 ADAMTS19 PDE10A CYLC2 CHST2 GNG7 EP300 TRAF3IP2 SH3TC2 AVL9 SDK2 FIGN SSX4B YIPF6 RPS3A HACD3 MS4A2 TULP3 ZNF37A FAM83C GNAT1 WNT4 CAPN6 ZNF436 CALHM5 MEGF8 TMEM196 ZNF449 FAXDC2 SAMD12 SOX6 BRINP2 ZSWIM6 GLP1R LHFPL6 ZNF589 PPARA DMRTA1 TIAM1 ABR PPP1R16B VSNL1 DOK6 MAP4K5 ASH1L FUNDC2 STRBP UBLCP1 APOL6 RPH3A SNAP29 ZFY TCP10L HPS3 GABRG3 NLGN3 CALCOCO1 FBXO47 ADCY2 SERTM1 PLVAP PREX2 ALX4 GRIN3B PIGH USF3 SPTLC3 PRR23D1 CORO6 CLVS2 MPEG1 CLEC2L EN2 HNRNPA0 FAM78B TMBIM4 PLXDC2 MOSMO SBK1 COPG2 PBLD SLC5A12 ADRA1A FNDC7 ERO1A LRRK1 EBF3 INHBA GPATCH2L ONECUT2 PTGFR AP1G1 BRWD3 RAB6D ZC3H12D ARID3B GDAP1 B4GALNT1 LRATD1 AP000708.1 BMP3 HAS2 KIAA0895L LIMK1 ZFHX2 ATP6V1C1 PRKCB FLRT2 GLS MDGA1 CHST3 VSIG10 ZRANB1 RIC8B TMEM150C FUBP3 LATS2 SNAI2 CISD3 PRR18 SLC31A1 WDR33 TMEM151B ARL8B SLC6A7 KMT2A ZNF563 VSTM2A GARRE1 SLC25A43 CAMKK1 SLC7A11 NLK IL20RB FOXI2 EPS15L1 CSMD1 ARHGEF33 PYGO1 KCNQ3 KCNIP3 GALNT1 TNKS INO80D VAX1 CRHBP ACOD1 TENM2 SEMA6D PRDM7 ABO STBD1 SLC35E3 FOXN3 NEXMIF PCDH10 MUC13 ATP6V1C2 PARM1 MFSD6 GTF2H1 TRARG1 ZNF439 FAM122C DUSP7 PDGFD MARCHF3 GPBP1L1 DOCK1 CD40LG ATMIN CD38 GPR83 UBQLN4 ADAMTSL5 ZSWIM1 ACTR1B NUFIP2 CREBRF TFAP2B HTT FAM228A POU4F2 EHD3 RALB SDC3 PTCHD1 LRRC55 NUGGC KAT6A AJAP1 CNTN3 SHB SBSPON CAMK1D GNAZ NUAK2 ANAPC7 ATXN3 SH3RF3 PPP1R1A LYRM7 DNAJC15 PDLIM2 ASB7 ATRN CSNK1G1 RET SYAP1 TEAD3 HTR5A PECAM1 SCRT2 ARHGAP35 GADL1 ALG1 SLC16A14 SCARA3 ANO8 FOXN1 PURA PAG1 MIR12136 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12136 CALU MBTPS2 MDM4 GUCY1B1 PCDHA2 ADAM22 SIX4 TMEM170A ZNF148 CDKL5 NTRK2 FZD6 RCHY1 MTURN SLC38A2 PRRC1 GRTP1 PFDN4 SLC20A2 RHBDL2 DNMT3B SNX16 HMBOX1 ZNF423 ATP11C MBNL3 GABRB3 STAM NEDD4L MYLIP CELF4 RETREG1 EGLN1 DNAJB4 ZBTB7A SUMO1 SLC30A7 TNRC6C PSMD5 BCL10 CTBP2 ADAMDEC1 DDX3X LPAR1 LCA5 RBPJ HDAC9 MIER3 RBM39 PROM1 PHC3 PTPRE C21orf91 ETS1 PCDH20 GRIA2 SAV1 TUSC3 SEPTIN10 APAF1 SEC31A CCNA2 GLCE B3GALNT1 ROBO2 TBR1 NCAM1 ANKRD13A TSPAN9 MAGT1 ZDHHC3 MOB1B TRPS1 SLC35F1 OSGIN2 ECHDC1 PTBP3 FRMD4B DCUN1D1 ETNK1 IGFBP7 DHRS7 SPATA6 GRIP1 KAT2B JAG1 LY75 MTF1 OGFRL1 PSD3 PPP1R9A SORBS2 MRPL19 ZNF326 GDNF ACSL6 NOL4L ZBTB20 PPP1R27 SERBP1 SECISBP2L SLC35A3 SSH2 EXD1 PHTF2 LUZP2 DSC3 PRKD3 PGAP1 ZNRF2 FBXO9 SCAF4 YAP1 ARHGAP12 INPP5A EYA1 BCL11B APPBP2 SMAD5 SLC6A15 TMX3 FNIP2 CDV3 ACTL6A NELFA SMIM14 STX16 SINHCAF ARPP19 DLX5 TBL1XR1 ADK UBR5 AP4E1 AMOT NR2C2 SLAIN1 PRPF39 EFR3A AHDC1 LNPK IRF2BP2 KCNN3 CCDC88A NEURL1B EBF1 GALNT13 BAG2 ACVR1C CADM2 CYTH3 TSHZ1 ZIC3 FAM161A SUZ12 PRDX6 XPOT CEP97 MYO6 AP1S3 IKZF2 MYOT LHX9 HNRNPH3 BRAF MYLK TASOR TPST2 CNOT6 FAM160B1 CREB1 SP1 C9orf64 SLC4A7 IRX5 ETV1 TAF2 ERC2 ZNF608 ATXN2L TUBE1 CCDC148 CILK1 NUB1 ZNF236 KCNT2 SRSF10 LUC7L3 SLFN5 GASK1B CYBRD1 PLK2 PPM1A GABRA1 VCAN PVR LDB3 ARMCX3 PPP1R2 SLC35D1 SUPT3H ARHGEF26 HNRNPA2B1 SIN3A ADD3 STX17 PCDHA12 RNF146 PLOD2 FAM126B B3GLCT STXBP5 SIMC1 KDSR TRIM65 AGO1 CRLF3 EGR3 ECT2 RXYLT1 NFIA GTF2A2 CCP110 SOX21 ZFAND4 RAP2C CDK19 RORA SGIP1 PARP8 RCBTB2 MAP4K3 LMBR1 SCN2A SYT14 GRM5 PCYT1B NRXN1 IRAK1BP1 FBXO32 EEA1 RB1CC1 DBT GNAI2 GUCY1A2 USP46 MEX3D RBM27 EOGT YTHDF3 EEF1A1 SGMS2 SORCS1 CUL5 TTC30A KLHL15 USP25 PCDH15 MYT1L UBE2K SLC19A2 TNRC6B CD24 LRIT3 IDE TENM1 PRKACB KLF8 BCL2L11 RAI14 PRKAA1 CCNT2 ZNF652 PPP1R21 BCL11A GIT2 HEXIM1 BAZ1A RBM41 SFRP5 CAV1 NCOA3 ELOVL5 PRR3 GSK3B ANXA4 COL11A1 TTC3 IDH3A ARID4B PCDHAC2 ZBTB44 CRY1 POLR2H RPS6KA6 RAB5IF LRRN1 KCTD12 FAM172A SLC4A4 RC3H1 CTDSPL2 ZNF112 ZNF737 SPRED2 SPRED1 ATXN1 ZCCHC3 ACTR3 USP24 NT5E KCNK2 AEBP2 RBFOX2 FAM135A PDSS1 SMC6 PRTG DPYSL2 ZNF322 CDCA4 ANKS1B EIF5A2 PCLO ASB8 RAD21 COL25A1 FOXP1 TOLLIP CHIC1 RFX3 SERTAD2 ACVR2A SP3 GPM6A NEK7 SRSF2 XRN1 PPIP5K2 PMP22 OSBPL8 BRPF3 C3orf70 CASK LHFPL3 PLCXD3 PKIG RIC1 CHD6 DIPK2B TMPO IL6ST SYT4 DTWD2 CAMK4 PCDHA10 FBXO33 PHACTR2 SORCS3 SMNDC1 GNL3L PEX5L TUT7 EPB41L5 SSBP3 DCUN1D4 NUDCD1 CPEB1 RAB5B CSPG5 NFE2L2 FGF14 CXCL14 CNOT6L POLR2E SAR1A TCEA1 CBX5 MAF ZFHX3 SOX5 NRARP CHD1 DUT MFSD14B ITGB1 SEPTIN7 PDLIM5 TAL1 RNF2 EPCAM AGTR2 ATAD1 MBNL2 BACH2 CLCC1 POC1B-GALNT4 ATL2 ID2 MCM6 TWF1 CLEC12B DNAH10 ZNF704 ZBTB2 STK17B PIWIL1 ACER3 CXCL3 RUNX2 KMT2E THSD7A RAB30 RUNDC3B SOX6 MID2 MEF2A CYB5R4 DDX60 TCEAL8 CXCR4 PTPRG PIK3CA NETO2 NAALADL2 BNIP2 TM9SF2 TRPM7 TUT4 ZNF713 BTC PFKFB4 PLEKHJ1 TFDP3 DESI2 OCLN ZFHX4 NAMPT HACD4 EMC8 ST8SIA4 SESN3 AREG PPP3CA NADK PAK2 TXN PUM2 RBM6 ZBTB6 ZNF678 RC3H2 MDFIC MAML1 PECR ADGRB3 FNDC3A NUP205 PCDHA5 EIF4E3 ZDHHC20 UBE2B PACC1 ABCB10 PRR14L TOX3 IGSF11 SLC2A13 TRIP11 POU2F1 AP3B1 USP37 ATXN7 ARL5A SF3A1 PRTFDC1 SLC35F3 PPAT SRF OSBPL6 TTC30B FAM155A PTAR1 SLC5A3 CRACD UTP25 CPNE8 RSPH4A NAV1 SKI CDC42SE2 AKAP1 TMEM68 STAT5B SMAD1 RUNX1 FLVCR1 PRKAR2B ARGLU1 CPNE3 ZNF362 NRIP1 HOOK1 SLC30A4 TJP1 NAGA ING5 EFNB2 CPED1 SH3GLB1 OAZ1 CXCL9 RNF8 TPGS2 LRP8 TNFAIP6 DCP2 DENND1B PPP6C SKIL RTKN2 ACVR1 OGN ILF3 TFDP1 GALNT4 KIF5B COA5 PLPPR4 EHMT1 NADK2 KHSRP TOB2 SERPINE2 UBE2W GRB10 TRIO IFNGR2 SLC17A6 GNAQ BICRAL ARF3 ATP13A3 CAMLG COL19A1 TMEM120B TNPO1 C5orf24 EVI5 RAG1 TMEM150A ANKRD12 TMEM67 ARL5B SNW1 NXT2 CDC5L TMEM87A MPP6 PSMD11 TRAK2 KCNQ5 ZCCHC18 USP9X PRRG4 KLF6 DCX SEC61A2 CARF MBD2 UNC5D SMARCE1 PYROXD1 GBF1 LDB2 PCDHA8 MIDEAS DNAH8 DAAM1 ZNF714 MAP3K20 VAPA CEBPB RPS6KA5 MOB4 SCAMP1 WDR26 FAT4 ZNF503 INTS2 MOSPD1 HLTF DKK2 CCBE1 SEL1L SLC11A2 YTHDF1 TENT4B MTM1 C6orf47 UNK TMEM135 PRKCI TAOK1 C18orf25 COL12A1 ADAM17 NF1 NCL FGFR1OP2 PCNX1 TENT2 TMEM127 PCDHA3 PCF11 ZMYM2 MYEF2 SOX8 IGFBP1 GPR137C FLRT3 SSR1 LCOR CPEB2 FGD4 WIZ PNISR SCN7A DOCK4 PCDHB9 MEGF11 MYNN ZC3H12C TGDS HOMER1 ZHX1 ZEB2 PPP2R2A STAT3 HSPE1-MOB4 UBE2D3 RALGPS2 PTPRK ZFP36L1 REEP3 ZFC3H1 NFAT5 CNTLN PRKG1 TAFA2 MGAT4A PELI2 FSTL5 MBTD1 CLOCK BAG4 KPNA1 HNRNPUL1 MMD FAM160A2 FECH PRKAA2 FAM98A PEX3 HIPK3 HMGCLL1 USP44 FZD3 RELCH ECPAS GK MCUR1 SAR1B FBXO28 TULP4 PLAC8 CCDC34 PTPN2 MMS22L FAM168B KMT5B OTULIN SLC35E2A MICU3 SCML1 NXF1 LRCH2 JADE3 CDC42BPA PAFAH1B2 SIM2 WWTR1 MAPK1 MAPK1IP1L ABCG2 NR4A2 CPEB3 TLL1 PAK5 CDC73 ERO1B IVNS1ABP KCTD5 VIM PAN3 RAB14 PARD3B BTBD7 MZT1 XPR1 MED14 NECTIN3 ELP4 SNX18 PCDHA13 GRIK2 ANKRD10 IPMK ZCCHC8 TM9SF3 EZH2 BCL2L2 PROSER1 FSTL1 CDK6 MAP3K2 TFAP2C XPO4 HIPK2 POLH B3GALT2 CKAP5 ABCA1 KMT5C CSRNP3 CYSLTR1 FAM76B FKBP5 KLHDC1 AVL9 PIAS3 TRIM36 IL22RA2 SUB1 KATNBL1 G0S2 YTHDF2 USH2A GOLPH3 SLC39A14 PTP4A1 ELAVL2 ELAVL3 SMARCAD1 KCNA1 DNAH12 IL26 LRRC49 AHR NOTCH1 CORO1C ACP3 TNRC18 TMEM196 MIGA1 SH3GLB2 SAMD12 STK35 ZFP36L2 APPL1 KHDC4 TMED7-TICAM2 STAM2 ICE2 RBMS3 EIF2AK3 SCN9A CPNE4 LRRC58 PRPF4B CHST9 MFN1 ASH1L STRBP UBE2R2 POTEF GSPT1 PCDHA11 RWDD4 PHLDB1 MARCKSL1 NEO1 CACNA2D3 IL5RA ABHD13 SON NEUROD1 SS18 NUCKS1 PSMA2 ANAPC16 GPR137B HNRNPU ST13 NUDT21 TMPRSS11D ALDH1L2 ATP6AP2 USF3 GATA2 PCDHA7 VGLL3 PCDHAC1 AHCTF1 RND3 IRF1 SNX9 RFX7 SGMS1 SPTY2D1 SPTBN1 C3orf80 CNTNAP2 MED13L LIN54 UBE2H SKIDA1 HOOK3 DERL1 CLCN3 SLC7A2 KDM4C NOTCH2 SPPL2A PDE4B TMEM65 SIRT1 NEMP2 RNF138 PPM1D GNA13 EPHA7 GAB1 DUSP8 PDAP1 UBE4A SOCS4 SOCS6 TTC28 ONECUT2 VEZF1 PARP12 BRWD3 LSM8 SUMO2 PROK2 UBE2D1 ULK2 TOX SETD2 ZBTB25 EREG ACAP2 TMEM181 MED13 PCDHA6 BMP3 MAST3 TM9SF1 GPC4 PCDHA1 PARD6B C11orf87 ATP6V1C1 AGO4 FGL2 SHISA3 RAPH1 TAB3 SYNE3 DYNC1LI2 SMAD2 TLCD4 HDAC4 KDM5A OSBPL3 SMIM17 NPTN ID3 TRPM8 CACNB4 PPEF2 ERICH2 LATS2 SCAP BPNT2 SLC9B1 RSBN1 CCSER1 DPYS ADCY7 YTHDC2 PM20D2 PLPPR5 ARL8B FAM102B KARS1 AAK1 PRND UBQLN1 SLC7A11 PPIL4 TWSG1 NFIB TMEM64 INO80D DYRK3 HERC4 RBMS2 GTF3C3 GK5 KLHL24 MKX GTF2H1 MTA1 UBR3 PDCL PTRH1 BCAT1 STRN SOS2 YES1 TMEM236 TTC32 MAGI3 PHIP CDH7 PPP1CC NAA25 FBXO22 TTC14 LIMCH1 FABP7 KANK1 HFM1 SGTB ZC3H6 CCDC158 NUFIP2 RHPN2 CREBRF SLAIN2 PCDHA4 HIPK1 BRD3 ABCB1 CACUL1 VWC2 KLF9 ZMAT3 NOTUM SMPD3 RNF212B UBR2 GPR183 SDK1 ACVR2B NCKAP1 RDH10 NR4A3 PRRG3 SCAI GOLGA3 LARS1 LYRM7 ZMYM3 SEC24A DNAJC15 SEC61B HECW2 KPNA4 PPFIA1 OTUD7B CSNK1G1 SMG1 RELL1 FBXO42 PIGK KITLG SSH1 DGKH RYBP PLXNC1 USP12 MFSD8 PTGFRN ANKRD27 SYNJ2BP TMEFF2 SFMBT1 TMA16 TSPAN2 PAG1 MIR548AJ_3P_MIR548X_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AJ_3P_MIR548X_3P TFPI2 MBOAT2 BAG5 ZNF568 TMEM170A HPS1 PUS7 ATF1 SLC4A10 SELENOI DIP2B DAG1 DBI ZNF148 SLC18B1 UBN2 ZNF280D ZEB1 HDX PRRC1 KCMF1 NPM1 FERMT2 BCAR1 GAB1 TMEM41B MEF2C SNX16 GNE ERBIN CREM TMCO1 RBM24 AGR3 GABRB3 ARAP2 MOCS2 WNK3 GPD2 SLC30A7 ANKRD13C CRISP1 DCAF17 PGR MAPK8 RBPJ DICER1 PHC3 CFLAR AKAP1 C21orf91 PCDH20 ROBO1 B4GALT4 GRIA2 ICE2 QKI ASAP2 DCUN1D4 B4GALT6 MCTP1 ETF1 VPS13C TTC26 ANKRD28 NSL1 CCNA2 GLCE HNRNPF TSPAN9 HNRNPR RIMS1 JAK2 HDAC9 MOB1B AGBL3 KIAA0586 CARTPT CTNND1 DCP1A NET1 PTBP3 YWHAZ PTBP2 ETNK1 ZNF367 ST6GALNAC5 RBBP8 LZIC TGFBR1 TM2D3 ZFAND5 PSMA1 PKD2 PSD3 BCOR ZNF326 DAZ4 GCLC SHISAL1 NAB1 SEMA6D SSH2 MME CFAP61 ARHGAP29 PPP4R3A ZNRF2 RANBP3L RBBP9 FRS2 APPBP2 PTPRD TMED4 PPP2R2B AFF1 XRN2 SLC25A44 RNF139 ITPRIPL2 RAD54B ESRP1 FAM177A1 RAF1 UBE2H PPP2R5E USP38 SINHCAF TBL1XR1 FOXP2 UBR5 TCF7L2 MMADHC NR2C2 EIF1AY ATXN2 PUM2 UTRN TVP23B SLC16A7 CDKN1C FAM169A ACVR1C CADM2 ZNF706 REV1 COL1A1 RPL34 SUZ12 FAXC INPP5F IKZF2 TET3 LHX9 GPR63 TMEFF2 PDE7A HMGXB4 NABP1 NFYA UBXN2B CREB1 SLC4A7 ARHGAP45 CARF ZNF236 CBLL1 PDE1C ZNF562 RHOQ RIMKLB MFAP2 AMFR OAS3 INPP4A NFU1 SYNCRIP COMMD9 TRIM33 SETBP1 SKAP2 FGFR3 ACBD5 GABPB1 ATRNL1 SLC35D1 GTDC1 DUSP15 HIF1A KIAA0232 TMPRSS11F TBL1X ADGRE2 RBBP4 PLEKHB2 CAMSAP2 TC2N FAM126B ORC4 TIAL1 BACE1 ARID4A CDYL AGO2 EGR3 ERBB2 ANKH SOX21 PDE4D DPY30 RORA FAM171B ROR1 FOS USP13 PAPOLA FZD1 RPRD1A MBNL1 CKAP2 TLL1 MED6 NANOGNB EYA3 SMARCA5 SLCO5A1 P3R3URF-PIK3R3 PHF20L1 USP46 ANGPTL1 RBM27 SHPRH YTHDF3 EEF1A1 SGMS2 MDM4 BPTF TMED2 KLHL15 USP25 LARP4 CCNYL1 SLC19A2 TNRC6B AGPS IDE ARFGEF3 BLOC1S2 TOMM70 KLF8 DNAJB5 DNMT1 PCDH11X SLC10A4 ATP2A2 ZNF652 PCGF5 TMCC3 CIP2A DPP10 CELF2 TLNRD1 SLC23A2 DEPDC1B STRA6 GORAB DCLK1 CNOT7 SPOCK3 ALCAM PTH2R CREBBP ABLIM2 GABRA4 CRY1 RPS6KA6 KCTD12 ZDHHC17 RC3H1 NSD2 CTDSPL2 OXGR1 IGF2BP3 NOL4 ST6GAL1 GTF2A1 GSPT1 ATXN1 FLI1 USP24 KLHL28 AEBP2 PRMT1 ZNF322 SLC25A36 RAB3C SOAT1 EIF5A2 NSMCE3 LNX1 SERTAD2 BCAT1 NEK7 NAP1L1 AFF3 XRN1 QTRT2 CCZ1B DTNA OSBPL8 CLSTN1 MPZL1 LIG4 C15orf40 H1-8 MTSS1 FOXN2 C20orf27 SYT4 C17orf58 RBMS3 PHACTR2 GNL3L PEX5L ARHGAP39 ARL14EP FYN IQGAP2 CPEB1 MCC FBXO8 CNOT6L DDX4 VPS4B MAFB ARL5A RECQL PRMT3 ZNF681 PRKAR1A MAF ZFHX3 STRN3 KDM7A ANKS1A ELOVL4 GPR155 SPIRE1 CCND1 ERLEC1 LPP NAA15 PSIP1 RNF217 RP2 ZNF704 CD47 PIK3IP1 MYNN SREK1IP1 TSC22D2 PLEKHM3 TRIP12 ZBTB2 PURG KRAS DUS4L CNST ACER3 UBAC2 MAP2 FBXO11 SEH1L SOX6 KIAA2026 PLD5 SRD5A1 GABBR2 CXCR4 KDM5B PIK3CA ASNSD1 BNIP2 AMER2 TUT4 DAZ3 DNAI4 ATF6 CCDC73 NAMPT APH1A UHMK1 C12orf40 YIPF4 RNGTT NWD2 ZNF264 MOSPD1 PPP3CA AOX1 DYNC1LI2 MED30 ADGRL2 FAM241A PAK2 MYC SERPINB1 USP10 DAZ1 ZNF678 PDS5A SEC62 MDFIC TIGD3 TLDC2 PPP4R2 ADGRB3 ATL3 ABCA5 SMURF2 YBX1 CCDC71L ANLN CPEB4 SIAH2 TOX3 COL4A1 PARP15 SLC2A13 KLHL11 RRP15 GPATCH2 USP37 SGCB FOXJ3 EIF4B PPAT CECR2 CPSF6 RAB23 PIK3R3 CLDN11 CPNE8 ZNF334 MCL1 AZIN1 SKI FHDC1 STAG2 SUGT1 SNW1 RAC1 MAFG WNT5A ARGLU1 MED12 RGS13 SNRPD1 NRIP1 ZMYM3 RSPRY1 SMIM8 TJP1 ING3 SH3GLB1 FGF12 TFAM EMC1 CCDC102B FAT1 G2E3 PRKCA CCNT1 BCLAF3 ZBTB24 GNG2 DNAJC19 SMC2 DENND1B PPP6C ZDBF2 AAGAB LLGL2 SKIL DNMT3B DCDC2 PCDHB15 ACVR1 FGD6 STARD4 N4BP2L2 TFDP1 TRHDE PTPRZ1 HBEGF SLC38A1 RIT2 COA5 PLPPR4 PIK3R1 C18orf25 UBE2W NOVA1 IGFBP3 GAS1 SSU72 TNPO1 C5orf24 EVI5 DDA1 XYLT1 GABRB2 CDC5L TIA1 PSMD11 MCTS1 UFM1 KCNQ5 USP53 ARID1A ZNF609 MCU ZBED4 SORBS1 AKR1D1 KNTC1 RNF180 SPICE1 ZNF682 MARCHF4 ZNF20 WDR37 HOXD13 HOXA3 TMEM64 MBNL3 MAML3 DAZ2 PTPDC1 VAPA PELI1 MOB4 FAT4 VGLL3 TAF5 FBXL20 GTF3C4 ZNF468 YTHDF1 ZNF493 CDKN1B SLC9A1 TMEM135 SP4 ETS1 ANO4 PRKCI TAOK1 ARHGAP32 ADAM17 PRSS35 RALYL AP1AR CCL3L1 PDE1A FGFR1OP2 CSNK2B KANSL1L NAPG ITGAE MARK1 MYEF2 LCOR AHSA2P STOX2 CNBP PNISR SOCS5 ZC3H12C BCAP29 BDP1 ZEB2 RANBP1 PTPRK GNB4 ARFGEF1 SECISBP2L COQ10A TM7SF3 SIDT2 WDR44 NTN4 GTF2I SOST DCBLD2 LRATD2 FAM126A NPM3 SYT1 TBP MBTD1 RBM12B ACSL3 SLC25A16 DLEU7 MMD MIB1 ZBTB44 NCOR1 CAMTA1 BNIP5 PRKAA2 FZD3 NKX2-1 PLAGL2 SAR1B TGDS KCNJ2 HMGN1 ZYG11B DYRK1A ACTR3B TBC1D22B MICU3 JADE3 FARP1 ELMOD2 ABI1 ABCC5 CPEB3 MARCHF5 LIN28B GKAP1 MYBL1 SAMD8 AICDA MRPS11 SPON1 DYRK2 MINDY2 SOGA3 ERO1B ZFP30 NUP62CL GFPT1 AFAP1 ZNF382 RASEF LIN7A ABHD2 PAN3 MORC3 PLAT XPR1 MATR3 MCF2L2 SRFBP1 SNX18 G3BP1 ICAM5 CNEP1R1 FAM83B GNAI3 CPD IPMK TOP1 HECTD2 ANO5 RYK PROSER1 FYTTD1 PLAC8L1 CALCRL SCG2 ZNF469 CDK6 MAP3K2 SHROOM3 HIPK2 B3GALT2 BEND4 OSTM1 INSYN2A CYP4V2 WASF1 SLC12A2 ABCD4 C2orf49 HOXA9 FYB1 DLG1 FKBP5 AKAP5 PHF14 DCK MAPKAPK2 SCYL2 MAP4 KDELR1 SH3TC2 AVL9 DSG1 TRIM36 CYP2U1 YIPF6 SUB1 ELAVL1 LPCAT2 DCAF12L1 FBXL17 SOX2 FER FRMD5 TTYH2 UGGT1 MANEA PRPF6 NOTCH1 GABRG1 MKRN3 C16orf46 SASS6 APPL1 ZSWIM6 STAM2 ZCCHC14 RNF19A DMRTA1 BTAF1 SCN9A PPP1R16B TRUB1 PBX1 STRBP SACS PRKCB MARCKSL1 TP53INP1 B3GALNT2 NLGN1 DTD1 FMNL2 TRPC1 LRRTM4 C12orf75 NIN ALG10B FSBP KMT2D ABHD13 SON STK24 IGFBPL1 FAM214A CNKSR2 FBXO43 TMPRSS11D DYNLT3 USP15 TXNRD3 ASPH SLC25A30 SGMS1 SUFU CYP8B1 ATP2B4 ADH7 ZNF740 MPHOSPH9 ZDHHC21 CNTNAP2 MOSMO MED13L ZNF365 HOOK3 SLC7A2 NOTCH2 NAA50 MEX3B EXOSC9 SPTSSA GPC6 ADNP NTF3 USP49 SOCS6 RAB40B GGCX VEZF1 GBP2 SFPQ LSM8 UBE2D1 MMGT1 ZNF561 TOX FBXW2 EREG MED13 BMP3 EPG5 BTBD7 CDK17 KIAA1210 THSD7B C4orf51 ANKIB1 GPC4 DACT1 FLRT2 SERINC3 DIMT1 KIAA0408 PTPN5 RB1 HDAC4 TMEM50A IGSF5 KLHL5 ZNF24 ZNF28 ZMPSTE24 SLC17A2 BPNT2 RSBN1 COPS2 DHX32 PM20D2 HERPUD2 PFKFB2 KMT2A DIS3L2 RPS6KA3 AAK1 GTF2B ARL6IP6 SLC7A11 ZFR PPM1K ATF7IP TGS1 PYGO1 INO80D PIGN KLB EPC1 USP42 DPP8 NEXMIF GK5 DDX55 RBM47 PARD3 KLHL24 MAPK6 MSTN TVP23C CYP24A1 PDE10A SMC5 SOS2 VCPIP1 CSNK1A1 ZBTB41 YES1 EFEMP1 DPY19L1 PHIP FAM220A CLGN NHLH2 PALM2AKAP2 CD38 PPP1CC PXDN IRX2 TTC14 VASP B3GAT1 OAF NUFIP2 KANSL1 CREBRF PDS5B GSE1 CCZ1 MED1 UBXN4 ERGIC2 IRAK2 SMIM13 ACVR2B RPS3 GNAI1 SBSPON SCAI SEC16B LIN7C ARL6IP5 TET2 KPNA4 PPFIA1 OTUD7B TMPO MAP2K4 VKORC1L1 LEMD3 HOXA5 ZNF750 ZNF800 L2HGDH GJA3 PAG1 MIR3646 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3646 CD84 NWD1 CREB5 TMEM170A MCF2 PAK3 OTP ZNF148 ZKSCAN8 GOLGA6L9 ARNTL2 KCMF1 PFDN4 RAD51B PIAS2 TENT2 BMT2 BVES TMCO1 HMBOX1 SLC39A10 MBNL3 C6orf118 MEI4 SNAP23 CBL GABRB3 NR2F1 RSBN1L PRKACB PSMA8 EGLN1 TFEC DNAJB4 CEP290 SLC30A7 UBE2D3 LPAR1 NR3C1 MIER3 OPALIN DGKH PHC3 PGBD2 C21orf91 PLEKHG7 ROBO1 DZIP1 DHX57 PDLIM4 PDK3 TSNAX FGF14 CUL3 SLC44A1 BCL9 CGGBP1 QKI SH2D4B GCNT1 PURB NSL1 SGCZ HPGD IRAK3 RANBP1 PCMTD1 HNRNPF KLF12 SC5D TCF4 HNRNPR PTPN22 VPS29 KCNMA1 SDAD1 NKIRAS2 PRICKLE3 STX7 CACNB4 OSGIN2 ZDHHC15 MCMBP UBA6 PTBP3 ATXN2 VTA1 BOLL XIAP INO80C CD86 GRIP1 RHOA PKD2 PLA2G4D OGFRL1 CTHRC1 BZW1 MRPL19 UBL3 ZBTB20 NAB1 SH3D19 UBASH3B FRG2 CSNK1G3 REST TENM1 LTBP2 AKAP11 ZC3H12B ZNF227 R3HDM1 CTBS ARFIP1 FRS2 ARHGAP12 EYA1 PAX6 DPP4 BCL11B KCTD3 ATP7A CNOT2 ZBTB10 CNR1 ZNF292 IL1RAP OPA1 FSD2 NPL ADK NRP1 SLC6A15 HAUS6 STAU1 LZTFL1 SCAPER GUCY1A1 UTRN ATP11A CCNY TESPA1 CCDC88A EBF1 SLC16A7 NREP BUB1 C21orf62 FAM169A ZNF346 CADM2 PTGDR DPM1 CEP97 VWA8 MTMR7 IKZF2 ASPH ANKRD46 GPM6B SUMO2 CREB1 SLC4A7 EXOSC3 LIMCH1 RAP2B CHM CCDC148 GXYLT1 VWA3B SLC38A9 MXD1 PRELID2 CFHR2 TRAK1 DLG5 DPYD ABAT GABRA1 GAB3 PLCB1 PCNP GAPVD1 CFL2 KL TRIM33 GDF6 ZFX TRMT10A AXIN2 TDRP TRAF3 PRDM4 PNISR SCN8A PEX7 RALA SULT4A1 THRAP3 MASTL MYT1 RIF1 BICD1 FAM126B KCNMB2 CDH11 CRLF3 CUL4B OSBPL3 PRLR ANKH SOX21 ESR1 PXDNL RORA SGIP1 RNF7 SORBS1 IFIT1 SYT14 ERCC4 RASA2 KCNV1 DCLK3 MKLN1 NRXN1 EEA1 SLC1A2 SMARCA5 GUCY1A2 PHF20L1 USP47 PHF3 EDEM3 OLFM3 YTHDF3 CBFB GRID2 SEPHS1 CXXC4 CCT5 GNG4 CLIC5 RBFOX1 CD69 GRSF1 TTC30A LARP4 MYT1L HNRNPLL UBE2K FFAR4 EPHA5 CCNK ZNF365 PDCD6IP ARFGEF3 CCDC126 ZIC4 POC1B RAI14 DIPK2A FSD1L GYS2 CERS6 TMEM182 KIF2A RERE ALG5 KALRN FAM204A GSK3B NPR3 SNTG1 ARID4B LHX8 SOCS4 CRY1 RPS6KA6 C18orf54 MATR3 KCTD12 GOLGA8A CTDSPL2 PTER INTS6 IGF2BP3 PCSK2 KRIT1 SVEP1 GSPT1 TSC22D2 RSU1 GRID1 KLHL28 EEF1E1 AEBP2 ACTN2 ERICH3 COPS8 ZNF322 ZNF680 RAB3C EIF1AX EIF5A2 PCLO COMMD3-BMI1 MAP1B RFX3 ACVR2A POU3F2 GPM6A SRSF2 XRN1 OSBPL8 MAPK8 POTEJ PUS10 PLCXD3 TMEM59 CUL4A TMEM98 PRKAG2 PRKCE ERLIN1 CHD6 RAB3B NONO TMPO FOXN2 DTWD2 PPP2CB CAMK4 ANO6 MGAT4A GPR34 RBMS3 MYSM1 SMNDC1 VAV3 GPR85 ZMYM4 PDE8A TFPI BCO2 LSAMP SLC12A1 CNOT6L ZMYND11 PTBP1 PHEX PRDM11 MANSC1 FAM168A CXADR HELZ KDM7A LGSN SEPTIN7 PDLIM5 VPS37A GOLGA6L4 PAPLN POT1 ATAD1 HCN3 TET2 KIAA1958 BACH2 SH3BP2 RICTOR XKR3 CAMTA1 SBNO1 TCAF2 ZNF704 AKR7A2 MYNN DENND5B TRIP12 KMT2E SEH1L SOX6 TRIM45 PIP4P2 PIK3CA NETO2 CCDC50 SLC38A4 ITCH MPP3 NRIP3 UGT8 TP53INP1 ZFHX4 NMNAT1 FAT3 HERC4 CUX1 SNX13 NWD2 VSTM2A CA8 SRI SPEF2 ZBTB6 ZNF280D SENP7 FILIP1L SLF2 PLEKHA1 DYNC1I2 MDFIC DCLK1 CHODL PPM1E ITPR1 NFAT5 FBXL5 CLEC12A PLEKHS1 FNBP1L NKTR SMURF2 GDAP2 IRS1 RPGRIP1L GCN1 KLHL11 AP3B1 ERMN SEC63 PAFAH1B1 ALOX5 SF3A1 RMND5A CPSF6 MICAL2 KIF14 CRACD CLEC4C SKI STK3 DPY19L4 PPP6R3 RSPH3 CCDC170 CPNE3 OLR1 WDFY3 TCF20 HIPK3 NRIP1 SLC30A4 UBE2W TMX4 BRIP1 TMEM241 FGF12 NRG2 CPEB1 DENND1B ZDBF2 JPH1 FREM1 PPP1R3A SKIL TBCA GLMN UBE2D2 SIGLEC8 ZNF780A TASOR2 PRAMEF1 MYCBP2 THAP1 EDAR PIK3R1 C18orf25 SGCD EPB41L4B FKTN NOVA1 CCDC144A ARF3 SNX19 TNPO1 RAG1 MMP28 KLHL5 GOLGA8N SPATA13 NPAS3 HNF4G CREM ZNRF3 SEC61A2 PLAG1 RNF180 UNC5D RAB28 CD200 ADAMTS5 RAB27B ZNF649 GOLGA8B STMP1 RNF128 TTF2 FJX1 VHL BRWD1 MAP3K20 LIN7A TCEAL7 LRP2BP VGLL3 ADIPOQ SEL1L SLC25A31 PABPC5 ATP2B2 SNIP1 MTM1 TMEM135 SP4 CCDC125 AKAP6 ZBTB38 SLC16A1 CTNND2 SEMA3D PCNX1 GUCY2C ICE2 DNAJC27 MARK1 HGF KBTBD7 ABCC5 SSR1 LCOR POLK PCDH19 PANK1 SCN7A ID4 SENP5 SPIN1 LRRC75A BCAP29 SPOPL RIMS2 SRSF1 TCEANC2 RASGEF1A CFAP300 NDFIP2 REEP3 MRPL42 RNF144B SERPINA10 SRPK1 TRIB2 RGS1 AHCYL2 ITGB8 PRKG1 DCBLD2 FSTL5 MBTD1 CLOCK AKT3 ACKR4 ACSL3 WIPF1 MTUS2 CD99 ASB5 PRKAA2 GATAD1 RNF152 PEX3 DLGAP1 FZD3 MTMR4 RELCH BNC2 SAR1B SEPTIN10 ZNF736 SCN11A WDR33 TMED7 KLHL20 JADE3 UTY EDIL3 CFHR1 CA10 TP53TG3 RBM22 CPEB3 HIPK2 SAMD8 CCDC89 TBCEL MINDY2 SOGA3 NUP62CL ORC4 LGR4 TMEM164 MACO1 PTPN14 TIAL1 SETD7 PAN3 XPR1 ICAM5 CNEP1R1 SNX1 IKZF5 CALCRL E2F4 CDK6 MAP3K2 XPO4 TBC1D32 ARHGAP42 PRAMEF13 INSYN2A TTPA TPCN2 LATS1 SLC12A2 APOOL EBF2 SNRNP40 PDE10A SNAPC1 SCYL2 SH3TC2 GPNMB GSPT2 GCSH DZIP3 FIGN TRIM36 IL22RA2 YIPF6 ELAVL1 CREBZF LPCAT2 ERRFI1 EPHA4 FER SMARCAD1 KCNA1 SMCO3 KRTAP4-11 AMBN ZNF451 GPR158 PLCL1 NIPA1 GABRG1 YPEL5 SAMSN1 FMN1 MIGA1 CDK15 HDAC2 CFH APPL1 ACTR6 PCDH17 GPC2 ZNF14 NDUFA4L2 LHFPL6 TMED5 ELAPOR2 ZNF100 GABPA PRPF4B TXNDC17 CLDN16 TRUB1 SEC23A STRBP TRA2B HSD17B6 SNAP29 BHMT USP8 C12orf75 RBM4 FSBP SRSF10 TBK1 ABHD13 TP53TG3D TMEM38B USP15 EEF2K RFX7 CCDC186 MED12L SPTY2D1 SPTBN1 KRTAP4-8 PLXDC2 MED13L HOOK3 TDG EBF3 GPC6 PIK3CB C16orf87 FPR3 RAB21 PATZ1 IPCEF1 STMND1 SOCS6 RAB30 LHCGR ONECUT2 GOLGA6L10 FMO2 ANGPT1 BRWD3 LDHAL6B LSM8 MMGT1 TOX GDAP1 EREG BMP3 KIAA0895L CCDC82 CDK17 AMDHD1 ANKRD50 BAZ2B FGL2 GOLGA6B WAC RAPH1 LRRC40 FAM199X LOX OPRM1 KIAA0408 TLCD4 LCLAT1 POLR3K FRG2C CXCL12 DNHD1 ASPHD2 BPNT2 FOXO1 OR9Q1 YTHDC2 PRAMEF14 WWC2 TP53TG3B AAK1 KLLN PRAMEF2 UBQLN1 ITM2A CWC25 BMPR2 ZNF519 INO80D POTEE GOLGA6A CARNMT1 PIGN LAMA1 SSB SNTB2 NEXMIF IFI44L KLHL24 PPM1H HDAC1 MAPK6 NFYB ZNF284 KCTD9 MARCKS BCAT1 ABCB5 MAPRE2 VXN JMY FAM133B PTPN4 CCL16 TMEM236 BBS10 PHIP ZC3H8 RLIM CYREN RNF145 MEIS2 ATG5 NAA25 MSANTD2 GPR83 CAB39 ZNF320 HFM1 SGTB RHPN2 RASGRF2 NEMF ERAP1 PDS5B HIPK1 ZFYVE21 NPTX1 PPTC7 LIFR ZMAT3 LYVE1 KAT6A AJAP1 CNTN3 GOLIM4 CAPRIN1 RDH10 ACTR8 SCAI LARS1 MAP3K21 TMEM245 CAT ADSS2 RAD1 PGAM4 LIN7C APPBP2 PISD KPNA4 GRPEL2 USP34 MAP2K4 FBXO42 UBE3B WASL GADL1 OBI1 ZNF800 RCHY1 FOXA1 MYCT1 SFMBT1 PAG1 MIR1277_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1277_5P CXXC5 ZCRB1 ITPRID2 AFF4 HLF ATF1 SLC4A10 TGIF1 CFHR3 PRRC1 DLG3 CBX3 TSEN34 CAMK2D MFAP5 SNX16 NEK1 SLC25A40 BVES IL6ST CA2 MBNL3 MARCHF6 MEI4 RANBP10 PPIP5K1 ARL8A PLAGL1 RSBN1L CELF4 HOMER1 ANAPC10 ASF1A TFEC SLC30A7 TNRC6C RUFY2 TRAM1 PGR CHL1 RPS6KB1 VEGFA HDAC9 NR3C1 SIK3 UIMC1 DGKH PHC3 PTPRE ZNF518A ETS1 PCDH20 CEP192 GRIA2 HTR2A SAV1 SPRY2 QKI B4GALT6 TEC PRPF40A SPSB1 COBLL1 DUSP1 A1CF ALCAM PCMTD1 CHD9 TCF4 CCL11 STS CYP4F11 XRCC5 CNTNAP1 MOB1B TRPS1 BBX KIAA1841 CACNB4 UBA6 NET1 PCDH11Y IGFBP7 ZNF367 SRGN CNTNAP4 KAT2B PRKG2 KIF27 GRAMD1B KCNH5 GSE1 F2R ADAMTS9 LSM12 TMC7 ACSL6 KIAA0319 CRB3 NCOA1 ZBTB20 PACSIN2 RGCC BRINP3 CHM CASKIN1 KDM6A KIF23 PTPN20 DLG1 HBP1 ST6GALNAC3 YAP1 CNOT7 BCL11B GOLM1 TMED4 TMX3 KIRREL1 NCK2 AFF1 ZBTB10 RIT1 ZNF292 SLFN12 UBE2H DNAJB14 PCID2 TBL1XR1 CNIH4 SLC6A15 NR4A1 CPEB2 FUT9 MYADM KLHL14 DUSP16 SUCLG2 UTRN EFR3A KCNN3 FAM13C SLC16A7 ERMN FAM169A ALG2 PWWP3B CDC42EP3 BDNF KCNA2 CARMIL1 CAST ZNF507 SF1 SMAD7 CENPK SPDYE3 SPDYE6 KCNAB1 CREB1 PLSCR4 SP1 EXOSC8 HACE1 RIMKLB DLL1 OLFML2B PRDM1 GAPVD1 KL TRIM33 OPN3 TIAM2 PPP1R2 ARHGAP6 DPYD MTX3 IMPA1 FBXL16 HOXA11 LRIT2 PEG3 FGFR2 PHAX MYT1 COG6 TC2N FAM72A STXBP5 STEAP2 KDSR FOXA2 OSBPL3 GCLM ARHGAP5 COPA FGFR1 SNX14 ARID5B NUP98 WSB1 RORA ARHGEF1 LHX1 PRR16 DSCAM CLDN14 DAZAP2 SS18L1 CHCHD3 SYT14 ERCC4 KCNV1 ARAF RB1CC1 DBT SMARCA1 GUCY1A2 USP46 MEX3D CSN2 SEC11C SPRY3 TLE4 MTR SNTB1 RER1 CEP120 ABCB5 PPFIBP1 LARP4 CDON RAD51B FRMD3 SUSD6 INTS6 NFIB PCDH11X FSD1L SGPP1 PRKAA1 C18orf63 ROCK2 SPRY1 TMEM182 CDYL2 PCGF5 RERE PIK3C2A RASSF8 DEPDC1B KDM4C SVIP CNPY2 GSKIP DCLK1 DACH1 SNAP91 NPTN SNTG1 CREBBP ARID4B CCNH GABRA4 ZBTB44 RPS6KA6 SLC4A4 TMF1 SATB2 RC3H1 CTDSPL2 PILRA PTER ARHGEF38 SMU1 BLOC1S6 RGS20 VPS13C TBX5 PRDM12 GTF2A1 TMTC2 SMIM10L1 SPRED1 SH3BGRL2 NMT1 AEBP2 GJA9 EPHA8 FAM135A PPP1R15B ZBTB1 RASSF6 SPART SUCNR1 TCEAL1 NUP54 EIF5A2 BMP4 CHIC1 RFX3 GPM6A GCOM1 AFF3 LTN1 PPIP5K2 BAMBI CSGALNACT2 GABRG2 CEP135 PLXND1 GLRB FOXN2 BHLHE22 PHACTR2 DIAPH3 CSMD3 SLC26A7 LDLRAD4 CD36 WIPI1 IQCK ARHGAP39 SVIL ARHGAP20 RAP1A EXOC8 MITF CXCL14 TBX4 PTEN DISC1 FAM72C NEDD1 KIF21A CXCL12 ZZZ3 SV2C PRDM11 TGFBR3 RDX ZFHX3 CXADR KDM7A SPATA18 FBXO4 TOX4 SEPTIN7 VPS37A TAT NCOA4 GID8 NUMB CCND1 DOCK8 DOCK7 TET2 RPRD1B RICTOR RNF217 PREX2 SBNO1 FNDC3B MICB LAMA4 PKN2 PRKCD SLCO4A1 AP1B1 DLG2 SLIT2 PPP6R1 THSD7A ANXA5 DZIP1L RBM41 MID2 SLC45A4 MEF2A KIAA2026 ABHD10 DDX52 FGF18 UBXN2A GTPBP2 SGK3 CCDC91 TM9SF2 FOXD3 OR2L13 TRPM7 PDIK1L SNRPF ELMO2 FAM135B SLC18A2 CCSER2 ZNF260 SRSF9 VAMP2 FABP2 YIPF4 ALKBH5 GIN1 ST8SIA4 MOSPD1 ZNF516 FAM241A PPM1A ADGRA2 PUM2 TASOR TMTC4 POMP DENND4A RC3H2 VPS36 ADGRB3 MPP7 TEX2 ZNF275 MSRB3 GOPC ABCA5 NKTR SAMSN1 ANLN ASB14 GDAP2 MGA COL4A1 SLC2A13 GPR22 POU2F1 TMEM106B ECE1 LRRC31 GSTCD CLINT1 ARL5A FOXJ3 SLC25A24 DNAJC6 CPSF6 IDS KIF14 PTAR1 NEXN CLDN11 KLF3 ESYT2 SERPINB8 STAG2 ZNF566 TRAF6 FLVCR1 BMP2 KPNA6 SLC25A3 WDFY3 ZNF362 NRIP1 EFNB2 MRTFB DIP2C CHRNA9 CPED1 EFNA2 PKHD1 TRPM6 LYSMD2 LRP8 C1QTNF3 CCL2 SMC2 ZNF521 FZD5 F11 CYP1B1 SKIL PCDH7 ACVR1 FAN1 BTG2 LBR GCFC2 LRRIQ3 WDHD1 ZC2HC1A HBEGF KHSRP C18orf25 UBE2W ANTXR2 SLC5A7 RXFP1 SLC17A6 MIPOL1 HMCN1 EVI5 PSMD14 ARL5B PSMD11 BRF2 MCTS1 MSI2 TUSC1 KCNH3 KLF6 ZNRF3 PLAG1 TPK1 DMXL1 METTL6 NEGR1 ADAMTS5 STARD13 ATF7IP ADAMTSL3 ELK3 TENT5A ADCYAP1 SLC2A1 GEM PELI1 PHF8 LIN7A GSR RABGAP1L ATP4B PLEKHA5 VGLL3 RRM2B CUL3 RAPGEF6 TMEM108 TENT4B MERTK TMEM135 SP4 EPHA2 ABCA9 PRKCI EPS15 C15orf61 TAOK1 DPYSL2 DMRT2 AP1AR MAB21L1 SEMA3D ITIH2 BET1 TAF1A SSTR1 NAPG RIN2 PEX2 VIP EDNRB MAP3K8 NOX3 ZDHHC5 FGD4 PCDH19 ASF1B ZFP36 SYP ZC3H12C ZEB2 RASGEF1A NDFIP2 ZFP36L1 ARFGEF1 SPDYE1 ZER1 TACC1 WDR44 CDS2 AIMP1 ATP8B2 ITGB8 ARHGAP21 SYT1 LRP6 PDE5A TNFSF9 CSF2 MMD WIPF1 CAMTA1 CADM4 FKBP5 PCSK5 DCAF8 FAM72D MXRA5 RARB SLITRK4 LYAR CNTN6 RECK FZD3 FAM72B PCBD2 KIF20B KCNJ2 SETDB2 PLEKHF2 F3 FGF5 MEF2D UBE4B HHIP SCML1 RAB11FIP2 VASN PDE9A EDIL3 NIP7 KLHL29 ZIC5 ZNF804A CPEB3 SYDE2 NEMF LYSMD3 SAMD8 CORIN THAP9 WDR17 ZNF614 PIK3C2G CCND2 FKBP1A BRD4 RASEF SNAI1 STK26 NECTIN3 MTF2 ZNF280B SLC38A2 CLCA2 TAFA4 TM9SF3 CBX8 HESX1 PRRX1 ZDHHC2 KIAA0100 SPRYD7 TAF4 ABHD17B CDK6 BBS7 POLR2M HERC1 CRTC2 PCDHA2 SMPX TMTC1 NF1 ADPGK WASF1 SYNPO2 CDC6 HOXA9 KREMEN1 SNX1 ACBD3 RGMB EP300 PPP4R4 SH3RF1 ZNF470 IL22RA2 ELAVL1 ALG10 PPDPFL CREBZF SCPEP1 USH2A NEDD4L CFAP20 SLIT3 EDDM3A TMEM161B ZFP14 FOSB DNAJC21 DRD1 CALHM5 GPR158 ZDBF2 GABRG1 RANBP3L TMEM196 PHTF2 MIGA1 ZFP36L2 HSF2 ZSWIM6 SDC4 STAM2 MEX3C REPS2 ARSK NCKAP5 TMTC3 GABPA BTAF1 SCN9A GPR88 LRRC58 PLEKHA8 DOK6 CALHM2 RBM47 ID1 DSG4 PAK1IP1 NECAB1 TUT4 ABL2 FMNL2 TRPC1 CHMP1B LRP2 CALCOCO1 ESRP1 KIF18A NEUROD1 ACKR3 KRR1 ALX4 FBXO43 C1orf174 AMOTL2 IL15RA DAPK1 SHH USP15 ALKAL1 CLVS2 PRPF18 TMEM39A PLXDC2 MOSMO CD2AP BOC OSBP ANKRD34C FEM1C INSYN1 MEX3B GPR82 DCP1B TASP1 TOB1 C16orf87 PTPN13 DUSP8 GOLIM4 NTF3 IPCEF1 GTPBP10 TTC28 PCSK6 TAP2 BLZF1 NEK3 SLC9A2 SELE HP1BP3 EREG SPOCK3 EMILIN2 PLXNA2 CDR2 SERINC3 SWT1 ERI2 FAM199X C9orf72 MYOZ2 SMAD6 ABCC1 MYF5 EPHA7 FAM214A NTN1 RSF1 NSD2 ATAD5 PHLPP1 KIF13A NECAP1 GRXCR1 EPHA4 NR2C1 USP43 FAM102B MINDY3 BTRC VSTM2A AAK1 SBDS BHLHE40 ANXA1 SLC7A11 NLK DNAJB4 ZNF81 LDLR NPTX2 KCNQ3 INO80D PARVA NEXMIF PCDH10 SCCPDH CBX4 PRIMA1 LRRTM3 OLIG3 RHOT1 ZNRF1 ACTR3 STRN SPDYE5 PTPN4 ADAMTS3 MARCHF3 PHIP MEOX2 CSNK2A2 MMUT NHLH2 CD38 CEP104 PLN NAA25 IRX2 ALG6 TTC33 SCML2 ENPP4 VASP TNFRSF11B WIF1 HECTD2 FBN2 SERPINE1 COL27A1 COL11A1 NUFIP2 SOX9 TFAP2B POU4F2 LIFR MMP13 ARID2 KAT6A PDZRN4 ATXN7L2 ACVR2B CLTRN NR4A3 ZNF214 AMOT SCAI TXNIP ANAPC7 ZNF827 ZBTB11 SLC25A42 WNT3 ASXL3 RAB38 L3MBTL4 DSCAML1 ANKS1B P2RY1 CLOCK GRPEL2 C21orf91 STK39 TCF21 RIF1 IFNE PIKFYVE FBXO42 WASL PIGK FKBP14 LRRC4 CXCL5 EPHA1 HAPLN1 PURA MIR651_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR651_3P ESRRG IPO5 MDM4 CREB5 TCF12 HLF SELENOI DIP2B FAM114A2 MAX UBN2 ARNTL2 CLEC2D AGPAT3 TNFRSF11A HMBOX1 GNB1 ELP4 UBE2C RAB24 MAP3K7 ALG9 STK24 CBL RETREG1 VGLL2 GRIK3 TPM4 NRP2 RUFY2 BCL10 CACNA1A CACNA1G RBPJ HDAC9 MIA2 MIER3 ATG5 DGKH CACNA1C DNAL1 TSHZ2 RSKR CUL3 PAX5 AMER1 QKI DCUN1D4 PARP11 SEPTIN10 CPA4 APAF1 EXOSC7 NSL1 SIM1 SLC41A3 WASF1 ADCY9 A1CF CNTN4 TEX12 RUNX1T1 NCAM1 DDX17 TPD52 PIAS1 NUSAP1 CTNND1 DCP1A CADM1 CRMP1 PHF24 GLS GALNT3 DPP8 CCDC47 KCNN3 ETNK1 SLC11A2 TGFBR1 FLRT3 CAMKK2 PRKG2 NMD3 PRPS2 FBXL3 ZMYM1 PSD3 ACSL6 GCLC UBL3 ZBTB20 SEPSECS BECN1 EXD1 N4BP1 TENT5C PDE11A RIC3 CLUAP1 PHTF2 ELAVL4 BCL11B CRIPT SLC6A15 PALM2AKAP2 KIRREL1 NCK2 AFF1 ADAT2 TRAK1 FAM234B PPP2R5E TBL1XR1 NRP1 TRERF1 KLHL14 PUM2 PAQR3 EFR3A CFAP94 FAM169A NR6A1 MAP4K4 COLCA1 CIPC ACIN1 COL1A1 ZNF426 SLK TPD52L2 CDC42EP3 TRPM1 HCN1 IKZF2 FMR1 TET3 SF1 KLF7 MYLK NABP1 CNOT6 TRDMT1 FOXM1 GPSM2 TAF2 ZNF608 CILK1 DLGAP5 ZNF236 PDE1C RIMKLB MED7 PROSER2 HMGCS1 GABRA1 UGT2A1 PCNP NANOG CFL2 SETBP1 LIN54 ACBD5 SEZ6 POLR1F HNRNPA2B1 DLG4 ZXDA L1TD1 GPIHBP1 HIGD1A RIOX1 RIF1 CFAP91 FAM126B SMG6 KALRN SERF2 ATP1B4 EGR3 GCLM NFIA COPA ESR1 RAP2C RORA SGIP1 COL3A1 KAT6B MIP SORBS1 RNF38 TAGAP LMBR1 RPRD1A KLHL13 LEPROT FCGR1B ERCC4 MKLN1 EEA1 LPCAT1 GUCY1A2 ALDH1B1 CSN2 SPAG9 NCOA2 ZNF805 GNG4 DCUN1D5 SLC14A1 CEP120 KAZN BIRC3 GCM1 LARP4 CDON DNAJA3 WASHC4 FBXO25 TNRC6B LRRC8B NUAK1 EGLN3 IL20RA NEK10 FSD1L SREK1 CCNT2 ARF6 AMOTL1 SYN3 ZNF652 SLITRK2 BCL11A PIK3C2A EPM2AIP1 HEXIM1 IL1RN RNF141 ARMC8 RNGTT CAV1 DSE GORAB NFASC COL11A1 NPTN PBRM1 ENPP3 SOCS4 GABRA4 PERP TMF1 RC3H1 PTER ARHGEF38 INTS6 WNK1 DDX46 TBX5 ZBTB18 ETV3 FRMD5 GTF2A1 MS4A12 POGLUT1 TSPAN6 DUOX2 KRTAP4-7 HTR2C RBFOX2 FAM135A ZBTB1 PRTG SCN1A FBXO21 PATL1 ABCC9 SOAT1 CELF1 COL25A1 FOXP1 HSPA13 HOXB3 RFX3 BCAT1 IGSF3 KIAA1217 PICALM GALC CNGA3 VPS13A C3orf70 DCUN1D3 ZDHHC9 SUPT5H PRKCE REV3L SRP54 STARD5 SEMA6A ARNT USP8 CAMK4 CD164 EIF3J MGAT4A AP3M2 TMEM33 SORCS3 CCNJ DUSP6 TSPYL4 GFRA1 CHSY1 TRAPPC2 ATP1B1 YWHAQ MITF FBXO8 CNOT6L PTEN UGT2A2 HSPA9 GCSAM RSPO4 CBX5 SF3B6 MAF ZFHX3 SOX5 KDM7A CHD1 MFAP3 TAS2R5 RNF2 SALL2 SPO11 MDGA2 GATAD2B TMEM154 EIF4EBP2 SLC22A15 LAMP3 LPP DISC1 ZFP82 PREX2 WEE1 MYCBP ZNF704 TMEM41B ELFN2 ATXN3 YWHAG SLC35E1 ALDH6A1 ZNF709 SPRY4 WDR3 KRAS EMP2 MAP3K13 OTUD6B RIPOR2 THSD7A FBXO11 SOX6 SSH2 RASGRP1 SORCS2 KDM5B TAB2 PRAMEF18 AMER2 TMEM248 STK38 ITCH APLP2 SLC27A6 ATXN1L POLR1H ALKBH5 ZNF264 KLHL31 EDN1 TMEM138 POLG SENP7 PTP4A2 ZNF510 EPB41L1 HNRNPUL2 HECW1 UBFD1 SLF2 FAM122A PDS5A GSK3B ZNF180 RNF41 NFAT5 CLDN12 GOPC PSMD4 PIGA UBE2B IRS1 MS4A18 SLC2A13 POU2F1 RRP15 FMO5 USP37 SRSF3 MTMR2 PAICS SLC25A24 PPM1L AFTPH RMND5A CPSF6 IDS PIK3R3 PTAR1 NEXN CPNE8 USP7 NAV1 GMFB ZNF566 RSPH3 TRAF6 PRKAR2B VPS53 MAP3K9 ADAMTS6 HIPK3 GATAD2A TMX4 ATPSCKMT PGM2L1 ANO1 TTC21B CPT1A USP6NL ELOVL2 MRPS25 GBP3 SLC6A14 SMC2 SPIN4 UNC119 BEST3 SLC6A11 AAGAB AFAP1L1 IPCEF1 IGF1 ZC4H2 AKAP8 RAB3GAP2 NSF MAPKAP1 FKTN ZFP91 STIM2 PCYT1A SHANK2 BICRAL ARF3 KCTD1 SDE2 LEF1 SSU72 TNPO1 C5orf24 SNRNP48 GABRB2 TRAK2 ARID1A KLF6 DCX SEC61G NEGR1 GLIPR1 TMEM64 BRWD1 PELI1 WDR26 ILRUN VGLL3 RRM2B HLCS TRIM2 FBXO5 SEL1L EFL1 C3AR1 TUBB2B RAPGEF6 TMEM108 KMT2C CDKN1B N4BP2 C3orf38 ADGRL3 BRINP1 SP4 PRKCI TAOK1 UBQLN2 ZNF407 NCK1 SLC12A5 TBCB PCNX1 PHF6 PSEN2 ITGAE ZFP28 MTMR3 GRIA3 TFAP2A DESI1 STON2 ZC3H12C LRRC41 ZEB2 ADAR SRSF1 WAPL PRRG1 FANCM ZNF154 ZER1 FXR1 SRL SERPINB9 HYOU1 LRATD2 PELI2 MBTD1 CLOCK AKT3 TMCC1 CD99 CAMTA1 FECH MKNK2 ELOA2 MXRA5 RNF11 SLITRK4 MTMR4 TANC2 TARDBP PLAGL2 BNC2 ENTPD7 NBEA FBXO28 IDI2 PCK1 NCKAP5 ZYG11B MMS22L MOSPD2 UBE4B NUPR2 SCML1 RBP1 UTY EDIL3 NETO2 SAMD8 AGO1 ANKRD10 SOGA3 SYNPO2L ZNF703 MAP9 TTPAL AFAP1 N4BP2L1 ZMAT4 GLYATL2 XPR1 NEUROD6 NECTIN3 NGRN CPSF7 GRIK2 ANO5 IKZF5 UBE2Z ATP6V1A NAP1L4 FSTL1 AK9 CDK6 MAP3K2 PHF20L1 RRAGB SHROOM3 BCL2L2-PABPN1 TBC1D32 DNAAF2 OR12D3 ABCD3 UNC5C PCDHB16 CSRNP3 DLG1 PCGF3 KLHDC1 TSSK1B MFAP3L ACBD3 MAPKAPK2 MAP4 CCSER1 PRR27 SH3RF1 UQCRB PTMA LRP11 RUBCN LPCAT2 BOD1L2 PTP4A1 DDX60L TAF5L ELAVL2 TGFA UGGT1 KCNA1 EMX2 DENND1A NHLRC3 RAI1 ZNF451 CORO1C IGDCC4 IFITM10 RAB39B STK35 GALNT10 USP49 TXNDC16 FBXL5 EHD4 SNX27 WAC ARIH1 ARRDC3 HECTD1 DUSP10 TRUB1 SEC23A DDAH1 ASH1L VANGL2 BLCAP B3GALNT2 OTUD4 EIF4H AMMECR1 TBK1 CAB39L ZXDB PAQR9 F2RL2 FAM214A CYP2C18 TMEM170B TAPT1 RPRM MAP3K20 NUFIP1 SULT6B1 C12orf29 SOSTDC1 LCORL ZDHHC21 CNTNAP2 PAPSS1 MED13L NALCN HOOK3 OSBP SLC7A2 NAA50 LRRC8C EBF3 GPC6 DCLK1 PEG10 FOXK1 ERLIN2 PPP3R1 MRPL15 RTKN2 TTC28 ONECUT2 EGR4 DLX2 HGSNAT SERPINB5 PFKFB2 MN1 MPP4 TBXA2R BCHE C4orf51 ANKIB1 SERINC5 C11orf87 BAZ2B EPHA7 TAB3 FAM199X CLHC1 KIAA0408 RAB8B ACTR2 KDM5A VPS33A PGRMC2 LIN28A ASPHD2 H1-0 LATS2 ATG3 CSGALNACT1 BPNT2 GABRB3 FOXO1 NR2C1 RFT1 ATP8B1 NAA30 ARNT2 COLEC12 SMARCC1 SEMA3C AAK1 CCNB3 RBM20 SLC7A11 NLK ARPP19 TTC13 BMPR2 INO80D PTPRB IKZF3 PIGN TRIM66 AZI2 FOXN3 NEXMIF GK5 RERE CMTM6 KCTD9 GOLPH3L ZBTB41 SESN3 LACC1 GPBP1L1 NUDT11 TRIM8 SRGAP1 TTC33 SCML2 ENPP4 MRPL17 PABPN1 NUFIP2 RASGRF2 USP32 PRAMEF19 WWC3 SLC6A6 MAN1A1 C16orf82 POU3F4 TBC1D30 RNF212B SDK1 TMEM215 NR4A3 SCAI FUT8 MAP3K21 TMEM245 TLL2 BBOX1 CCNDBP1 ASCL1 FPGT SALL4 KRT34 PCNX4 CDK12 FKBP14 RYBP CXCL5 USP12 CCNG2 GPR37 TMA16 MIR335_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR335_3P NUDT15 AGFG1 ITPRID2 CASTOR2 SIX4 AFF4 SLCO1A2 ELN DIP2B ZNF23 AFF2 NSFL1C C5orf38 NTRK2 ARMC1 GOLGA6L9 SLC38A2 HOXA13 CEP68 C2CD6 EYA4 NEK1 PALM2AKAP2 KALRN ZNF32 OXTR MEI4 GABRB3 NEDD4L BRSK2 TBCK HOMER1 NCOA5 UTY ZBTB7A ANKRD13C NHSL1 RUFY2 NCOA7 TMEM178B ANK3 RPS6KB1 HDAC9 PCM1 TSHZ2 ETS1 ROBO1 RAPGEF1 NAA35 PARP11 ETF1 MARCHF7 GCNT1 ZNF345 THRB SGCZ ANKRD50 PRPF40A COBLL1 B3GALNT1 PCMTD1 RUNX1T1 CHD9 KLF12 TCF4 ELMO1 SLC13A1 FMN2 MAGT1 TMTC4 VPS29 TCAIM RTL9 LYPLAL1 CACNB4 SAMD5 PHF24 ANK1 FRMD4B DCUN1D1 KLHL13 TBC1D3D TMEM74 KAT2B FLRT3 SFMBT2 WASHC3 TNIP3 F2R SFXN1 BCOR ACSL6 SEPTIN14 UBL3 ZBTB20 SEPSECS LMOD2 SH3D19 DISC1 XYLB HSPA1B TENT5C REST MTO1 PGAP1 PPIL1 RIC3 ZNF480 CLPX CRISPLD1 CYP7A1 INTS14 ATAT1 CTBS FRS2 PAX6 RBM12 SMAD5 CRIPT TMED4 CNOT2 CNTN5 TXNRD1 ZBTB10 RAD23B IL1RAP FAM20B SMIM14 HELQ DNAJB14 ZCCHC10 TBL1XR1 C1orf53 AP4E1 RFESD IFT81 BICC1 PLCB4 FUT9 PUM2 SUCLG2 AHDC1 CCT6A CCDC88A BRCC3 PARN GPR171 ACVR1C TSHZ1 ZIC3 ZNF426 RTN3 SPOP MYO6 FMR1 LHX9 CEP170 GPM6B RO60 PAPPA ETV1 ERC2 PIK3CG ZNF236 GXYLT1 KCNT2 TLCD5 RCSD1 PDE1C RIMKLB PROSER2 DDHD1 KIN GASK1B OPRM1 CD180 VCAN PLCB1 CFL2 OPN3 NIPA2 DPYD MRE11 ZFX C8orf44-SGK3 ATRNL1 MAP7 ITGA8 PRDM4 SHOX2 PLOD2 ITGB6 CFAP91 FAM126B TMEM200A VPS13B GHR STXBP5 STEAP2 SLC30A5 ATP1B4 EGR3 PRLR NFIA SLC16A12 INSIG1 NUP98 ZNF559 RORA ARID1B SGIP1 TBC1D3G FOS HBS1L EIF2A LMBR1 NCEH1 CHPF2 ELAVL3 GPN3 SYT14 GRM5 STXBP5L IPPK FPGT DGLUCY SRSF6 SMARCA5 GUCY1A2 SWAP70 EDEM3 YTHDF3 NCOA2 GRID2 ZNF197 SERPINB13 BPTF CDK13 DCUN1D5 ANXA7 KAZN CUL5 BROX KCNQ5 MXI1 VAPB GPAM ARFGEF3 ASB8 ROCK2 LMAN1 CERS6 ZNF652 PCGF5 NETO1 BCL11A CIP2A ELF1 CXCL12 FAF2 LARP4B GSKIP SRPK2 SP110 PBRM1 ARID4B RBM7 SCN3B LRRN1 UBE2D4 SLC4A4 SATB2 RC3H1 ZBTB21 CTDSPL2 CD200R1 HYPK NOL4 ABHD18 BID MPC1 POGLUT1 SMIM10L1 KLHL28 HTR2C AEBP2 NCKAP1 GPR12 ZNF655 PRTG RASSF6 EIF1AX PAX8 TCEAL1 PCLO ZNF92 RFX3 ZFP69 HDGFL2 RBM46 IGSF3 LMO7 EIF5AL1 CLDND1 NAP1L1 LTN1 OSBPL8 SNCA C1GALT1 MTRF1L LHFPL3 NPPC EHF ACADSB PLCXD3 USP10 VTA1 BLOC1S5 C14orf119 CEP135 RNF169 SYT4 FGF9 UTS2 ZBTB18 TMEM33 RBMS3 PHACTR2 DIAPH3 SLC26A7 CYB5B GPR85 ZMYM4 TRPC3 IQGAP2 CYBRD1 LSAMP PTEN STARD3NL ARL5A ZNF681 ZFP42 SOHLH2 ZFHX3 HELZ KDM7A RBM11 CCDC186 FBXO4 MAGEA10 GOLGA6L4 EMB MDGA2 AMBRA1 ATAD1 RPRD1B NAA15 BAG1 GOLGA2 ATL2 YAF2 ID2 RNF217 CCT4 PREX2 RP2 SBNO1 BDH2 ZFAND3 SLC25A13 ZNF704 TMEM41B ADI1 CD47 HSCB LCORL SOBP PLEKHM3 KRAS DUS4L CXCL3 ACSM5 NR2E3 TENT5D THSD7A RAB30 RPS6KA1 RLIM ZBTB33 SPARC ZNHIT6 FGF18 PIK3CA SGK3 NAALADL2 SLC9C1 CCDC50 CNTNAP5 TRAF5 PDIK1L ISCA1 APLP2 ADAM32 TRIM23 FAT3 TRIM9 ODF2L PPP3CA ZNF99 KLHL9 PAK2 LIFR ADAM12 DUSP19 SLC36A4 TMEM131L PPP4R2 PPM1E FNDC3A ITGBL1 MSRB3 HLCS TNFSF13B NEPRO MED14OS GRIN2A EIF4E3 SPN CALM1 ZFP1 CPEB4 TPH2 PRR14L TOX3 TBC1D3L COL4A1 RPGRIP1L POU2F1 TMEM106B ATP6V1G1 OTUD6A STARD13 LRRC31 SESTD1 SLC9A7 EIF4B PPAT FGA PPM1L TTC30B RMND5A PTAR1 HERC3 SLC5A3 MUCL3 ZNF322 NAV1 SH3KBP1 ANOS1 SLC49A4 PRKAR2B ZNF697 CHRNA5 STC1 ADAMTS6 CCDC170 CPNE3 CCDC85A NRIP1 UBE2W EZR MRTFB ARMC10 GOSR1 SH3GLB1 MYRIP FGF12 MYCN EMC1 PGM2L1 TTC21B CPT1A ANGEL2 DENND1B CACNG2 DLC1 DERA PNPT1 B3GNT5 ULBP1 PCDH7 OGN ZNF506 GBP5 AKAP8 TBX15 ZNF430 BCAR3 UFL1 OTOA PA2G4 SERPINE2 ADGRL2 RAD54B ANTXR2 CNPY2 SLC17A6 DTL AKAIN1 PSMD14 GABRB2 TBC1D3I CELF4 ZCCHC2 MCTP2 ZNF718 FER MSI2 NPAS3 ZNF793 PRRG4 USP15 NEGR1 CD200 SSBP2 ZNF682 SMARCE1 NRG4 HOXD13 RNF128 NRCAM ELK3 VAPA CEP350 TBC1D3F ST18 CUL3 SEL1L BRD1 ERBB4 DIAPH1 CDKN1B PRKCI TAOK1 TMEM237 TEAD1 DMRT2 YTHDC1 PDE1A SEMA3D NAPG LRRTM2 PCBP1 FEZF1 CCDC68 SENP6 TAOK3 PER3 ZNF786 PNISR CNTN1 PIGV PCDHB9 ANKRD29 STON2 ZHX1 RIC1 XRCC4 RND1 C6orf58 RASGEF1A GNB4 ZFP36L1 DENND4C MRPL42 SLC25A17 USP29 ARFGEF2 KCND2 FH PHLPP2 ITGB8 PRKG1 MRM2 ARL15 RAB1A LRATD2 RAB33B MTMR10 FAM126A MB21D2 GNG2 MBTD1 ITGA4 GLRX3 CCDC169-SOHLH2 ABCD2 FKBP5 PRKAA2 FAM98A PCSK5 ITGA6 COL1A2 MXRA5 HIPK1 ZNF845 TANC2 TBC1D3 FAM117B MCUR1 UBE2G2 ERCC8 SAR1B LPGAT1 TBC1D3B CASR SERPINB10 XIRP2 DYRK1A KMT5B WWTR1 GNPNAT1 SEPHS2 SEMA3A WDR17 PRMT2 MINDY2 CDC73 PARPBP LINC02801 XPR1 CDKL2 PDE12 HSD17B12 TM9SF3 CCDC190 CHD2 COL8A1 SEMA5A NR3C1 BBS7 BEND6 SHROOM3 TRABD2A ABHD5 JADE1 ARHGAP42 TMTC1 NDST3 TBC1D3K EDNRA ADRA1A APOOL CSRNP3 MRPS36 CACNA2D1 PMAIP1 PHF14 CYP7B1 NKAIN3 SCYL2 SH3TC2 CCSER1 MSH4 ZNF470 YIPF6 CREBZF THAP9 LRRC2 SIRT7 GTF2H5 MINAR1 EPHA4 FZD3 CTNNA2 ELAVL2 UGGT1 MANEA TTBK2 RGS7BP BORA PLCL1 NIPA1 ST3GAL6 MEX3A EFNA5 ZNF449 TMEM97 SHC3 ZFP36L2 APPL1 C10orf88 NT5C3B PCDH17 MAGEE1 TMED5 GABPA SLC17A8 ARRDC3 TRUB1 TOE1 RNF165 STRBP NECAB1 TRA2B MAPK9 STATH GPR180 NLGN1 OTUD4 ZEB2 ALG10B LRP2 DEFB132 THAP2 GGA1 PPARGC1A TMX1 OCIAD1 TMPRSS11D STIM2 ALDH1L2 DST TCAF2 ATP1A2 AK7 TACR1 GNRHR ALKAL1 CLVS2 SLC19A2 LMO4 ZDHHC21 NAPEPLD ZNF254 OTUD6B ADGRF1 HOOK3 CDH15 ZC3H11A FEM1C RAP2A SPTSSA CD109 RNF138 WDR7 GPATCH2L UBE4A ADNP TIPARP ONECUT2 DHX58 PTGDR NEUROG1 PIN4 HERC2 SLC9A2 JCAD CPXM2 CENPJ EREG STON1 CCDC82 EPHA7 C11orf45 LRRC40 CRISPLD2 VSIG10 MEGF10 KIAA0408 TLCD4 RAB8B ACTR2 CES2 RYR2 TRPM8 UBE2D1 SLC30A7 ERICH2 NECAP1 GLYATL3 SNX25 PLPPR5 NAA30 RPS6KA3 SEMA3C AAK1 SUZ12 STK38L MIDN ECT2L SLC7A11 FEM1B ATG4C KCTD4 CSMD1 LIAS MCAM ADAMTS8 PARVA KCNH7 EIF3E RBMS2 STRIP2 SSB MMRN1 KLHL24 TMEM260 PTCHD4 LRRTM3 KCTD9 NAALAD2 ADO ELOVL7 ABCB5 SLC24A2 STRN JMY CORO2A MAGI3 PHIP TBC1D4 GPRIN3 CYRIA PXDN TMEM167B TTC33 ENPP4 SAMD8 NDUFA1 SST ERP44 SGTB ZC3H6 S100A14 NUFIP2 CREBRF ERAP1 CSNK1G3 PDS5B PALLD MACC1 HTR2A CACUL1 CLIC2 SOS1 NOM1 MAP2K1 TBC1D3H ACVR2B PABPC4L SBSPON PRRG3 G6PC2 FUT8 TLL2 WNT3 ASXL3 CCNDBP1 DSCAML1 ARL6IP5 ADAMTS1 DNAJC3 P2RY1 KPNA4 TRNP1 GIGYF1 USP34 LRP1B GRIN3A PDGFD PIKFYVE IL16 MOSPD2 ZSCAN23 KITLG CNTRL SOWAHC FGF7 ZNF208 HAPLN1 WDR92 RNF112 MIR520D_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520D_5P PNOC CALU NUDT4 AGFG1 MTTP ZCRB1 CASTOR2 SLC30A6 SIX4 TMEM170A PUS7 PPP1R1B SELENOI CHN2 UBN2 HIRA CBX3 FBLN2 MEF2C C17orf75 STK10 ERBIN CREM TCEA1 KLF4 FBXO3 MPDZ NR2F1 SULF1 RSBN1L TRAPPC13 STXBP4 CDC25C EGLN1 NDUFS1 TFEC PFKFB3 SUMO1 NOVA1 UBE2D3 BDNF RSRC2 SPATA13 RPS6KB1 RBM39 DICER1 PTPRE C11orf54 TSHZ2 TFAP4 PALLD ROBO1 AKIRIN1 TSNAX SCAMP5 CGGBP1 ANKRD44 QKI SMAD3 SYNJ2BP-COX16 ITGA10 PTPRA RHOT1 PRPF40A PMS1 IRAK3 TBR1 ARL13B TCF4 SC5D SEC24B VANGL1 LIPA DDX17 ATF2 SAFB LMNB1 SELENOS API5 ZMYND8 CEP57 TFDP2 GLS UBA6 DCUN1D1 COX18 ZNF367 RFC1 CDK2 KAT2B AZIN2 JAG1 PDCD10 ZMYM1 EPHA3 CTHRC1 BZW1 PSD3 BCOR CDH19 GPATCH2L NCOA1 TMEM39B SEPSECS UBASH3B SECISBP2L RAP1B LHX6 RGCC HSPA1B PRKD3 REST ZWILCH ARHGAP29 UBR1 KDM6A AKAP11 PTPRS ARHGAP12 BCL11B APPBP2 CCT7 RBM12 FAM184A PRKAB1 GIPC2 CNOT2 CNTN5 TAFA1 EID1 DGKE CNR1 GPT2 ARPP19 ADK UBR5 LTA4H STAT4 EML6 ITM2C CPEB2 PGRMC1 TNKS2 PUM2 PTPN13 NKRF FAM131A PNN PRPF39 EFR3A ADAM23 POC5 FAM13C FAM169A MEAF6 FAM221A CADM2 TSHZ1 ZIC3 UBE2E3 TBCCD1 USP54 SUZ12 IKZF2 PPP1R9A ANKRD46 UGDH GPR63 HCFC2 CREB1 ELOA NANOS1 CD1A CILK1 C1QTNF7 FAM181A SRSF10 KIN PRICKLE2 AMFR GLUD1 DLG5 JARID2 LYPD6 PPM1A CASP7 VCAN LIN9 PLCB1 CNKSR2 TES CD46 ACBD5 IMPA1 C8orf44-SGK3 SLC35D1 CEBPD PTPN12 PNISR GPBP1 FGFR2 HNRNPK RIF1 MRS2 FAM126B PPFIA3 SERF2 ECT2 NFIA HADHB RAP2C RORA SGIP1 COL3A1 ROR1 PARP8 IFT52 MAP4K3 RPRD1A SCN2A GOLGA8H CHAMP1 SLC1A2 RBM27 MBTPS1 HOXB7 GRID2 SELENOF ATP1A1 MYOF CSNK1E CEP120 G3BP2 USP25 SLC4A7 LARP4 AGRN WASHC4 PTHLH CSDE1 EPHA5 STK26 ARFGEF3 SLC16A4 BSDC1 RAI14 SLC10A4 CCNT2 LMAN1 CERS6 ZNF461 CNRIP1 CDYL2 PPP1R21 SLITRK2 KIF2A PPP5C ZNF716 SP8 ELF1 IRF2 PSG1 TMEM220 AHCTF1 CIAO2A DACH1 FKBP7 PTH2R MINPP1 ZNF655 CAV2 ZBTB44 GOLGA8A TTN TMF1 GOLGA8R PROX1 RNF182 AASDHPPT BUB1B INTS6 TXNDC9 CPPED1 DDX6 GNA13 TAF12 KIAA0895 GTF2A1 FBXO45 PUM1 GSPT1 TSC22D2 BCLAF1 SPRED1 ATXN1 SH3BGRL2 KLHL28 DCAF10 ZBTB43 TFRC PPP1R8 OLFM1 APLN PLEKHG1 TCEAL1 SCEL PCDH9 PTX3 CHIC1 E2F8 ARHGAP33 SP3 IGSF3 RRAS2 SRSF2 LTN1 ZNF772 PARP11 MAPK8 MTSS1 MAGEB6 NRK GLRB SYT4 CAMK4 TMEM33 CSMD3 SMNDC1 FIBIN VAV3 DUSP6 ATG16L2 NHS IQGAP2 ADAMTSL3 ARVCF EIF4E YWHAQ MITF CNOT6L HIP1 ELAPOR1 NUP43 SOX5 TAL1 GOLGA6L4 EPCAM STXBP5 GATAD2B APPL2 GID8 ATG2B FRMD6 RBM23 CACNB2 PSIP1 KLHL7 RNF217 TOM1L1 PREX2 RP2 BDH2 SLC25A13 ZNF704 MAST4 POLR3B OAT PKN2 RAB11A DENND5B TM4SF4 LRRC3B SLIT2 FBXO30 THSD7A CRTC1 SEH1L SESN1 SRD5A1 CDH9 DRAM1 PTPRG APBA1 MIS18BP1 SGK3 TAB2 ANKRA2 KIF21A BNIP2 FOXD3 PDIK1L MTMR12 CLK4 SS18 TRIM23 TRDN TCP11L2 HS3ST3A1 CETN3 KIF1B RAB11B CALB1 PKDCC NWD2 RNF220 PPP3CA ZNF516 RBM26 SERPINB1 ETS2 NSG1 SIPA1L1 SLC40A1 CDPF1 HLCS NUP205 EOMES ITPR1 GORASP2 NKTR GIGYF2 SMURF2 BOD1L1 YBX1 TTC9 UBE2B PEX5 MAP3K5 IGSF11 COL4A1 TRIP11 EP400 SESTD1 PAFAH1B1 ATP8A1 PRELID3B SCN3A PPM1L TTC30B DNAJC6 UBE2Q2 SBF2 RSPH4A ESYT2 NAV3 SERPINB8 GMFB SH3KBP1 LRP5 AR ARGLU1 TLE4 WDFY3 ZNF583 RAP1GDS1 SLC30A4 TMX4 ABRACL HNF1B SFSWAP DIP2C SMIM43 PRKRA GOLGA6D HNRNPH1 KCNK2 EGR1 C1QTNF3 ZMYND19 E2F3 CDH4 TGFB3 USP31 SKIL MECOM FCHO2 LRP12 CEP128 GNPTAB PLPPR4 ADGRL2 TRIO SLC17A6 MIPOL1 LEF1 SGK1 ARL5B L3MBTL3 ASB13 MYOD1 HNRNPDL MPP6 USP7 TMEM30B GOLGA8N USP53 PKIA KLF6 DCX CYTH2 MBD2 TXNL4B DCAF7 NEGR1 ADAMTS5 CLNS1A GOLGA8B ADAM10 HOXA3 ADCYAP1 GOLM2 ZNF106 FCGR2A C1orf35 PELI1 CEP350 RAB6B GALNT7 EYA1 VGLL3 ST18 DKK2 MAMLD1 DCAF4L2 TUBB2B ATP2B2 KMT2C HOXC8 MTM1 SMAD2 BRINP1 SP4 TAOK1 SORL1 TEAD1 GLI3 RIN2 SRBD1 PTPRU KCNN4 GPM6A CLLU1-AS1 FBN1 MAP3K8 ZMYM2 SOX8 SSNA1 DACT3 CDC42 ZMIZ1 CNTN1 DLX4 ID4 ZFP36 DOCK4 ZEB2 MAEL LRP8 RALGPS2 GNB4 ZFC3H1 TTK RBL1 KLHL23 ITGB8 TAFA2 RAB33B PELI2 FAM126A CNOT8 ATP2B1 PSMB9 ACKR4 ACSL3 KPNA1 MIB1 CAMTA1 ASB5 SLC22A10 GATAD1 MEGF9 TMEM163 RCAN2 PEX3 COL1A2 RANBP9 SLITRK4 CDC42BPB MSS51 FZD3 SCN8A PLAGL2 CERT1 BRD4 RBBP5 NBEA KIF5A PRIM2 LRBA SMC3 CTTNBP2 ZYG11B NUP37 PLEKHF2 MOSPD2 SMCHD1 DLX1 ACTBL2 ACTR3B TENT4B MOK HSD17B13 SLC25A12 TMED7 ELK4 EDIL3 DOCK10 MAPK1 MAPK1IP1L NR4A2 CPEB3 PER2 SLITRK6 EGFL6 PAK5 RUFY2 USP27X CLSTN1 GFPT1 PLPP3 GOLGA8Q EPB41 RAB14 SPCS3 C1D FAM83B ZFP36L1 GNAI3 SLC38A2 IPMK SYF2 TWIST1 TAF4 CDK6 PHF20L1 BEND4 CNTNAP3 SMPX OSTM1 CCN1 EED LATS1 ACER2 UNC5C DIRAS2 TNFRSF19 GOLGA8T PCGF3 ACSL4 PAPOLG FAM76B CACNA2D1 EBF2 ZNF711 PDE10A CYP7B1 TANK HS3ST1 SCYL2 CCSER1 CYP20A1 JAG2 ACTA1 FAM3C PNRC1 SUB1 SMC4 DIP2A TBL1X EFEMP1 METTL9 SEC14L2 SLC39A14 ZBTB7C FAM76A ZBTB34 ELAVL2 C11orf58 SMARCAD1 TMEM161B TRPS1 MLLT6 TTBK2 RGS7BP RAB12 HEY1 THOC3 DDHD1 TMEM196 HDAC2 OXSR1 RBFOX1 HSF2 DENND2B MYRF TMTC3 HEG1 GABPA BTAF1 TPTEP2-CSNK1E GJB2 SLC34A2 LRRC58 ARIH1 WIPF3 MAP4K5 HECTD1 ZMYND11 DDAH1 PBX1 ASH1L PRDX3 STRBP TRA2A PRKCB PHLDB1 HMGB3 CACNA1D GPR180 VAMP4 PIP5K1A MED4 ACKR3 PLAGL1 PCGF6 HNRNPU IL12B USF3 TMEM170B ANGPTL7 CLVS2 NUFIP1 FZD2 SGMS1 SPTY2D1 GOLGA8J TMEM30A NPAT LAMC1 JUN DNTTIP1 ATAD2B VDR HOOK3 OPA1 CDH15 GDF10 NAA50 MEOX1 PDE4B WDR43 PHLDB2 SPTSSA EBF3 SIRT1 GPC6 RNF138 CCDC6 PPP3R1 USP49 ADIPOR1 SOCS6 TTC28 EGR4 GOLGA6L10 MGAT3 ZC3H12D SFPQ LSM8 CPNE2 MMGT1 TOX RNF130 TMEM181 BMP3 GOLGA6C BTBD7 SERINC5 SHISA3 GOLGA6B EPHA7 YY1 VPS13D LRRC40 SULF2 VSIG10 TJP1 KDM5A TMEM50A MLLT10 MSR1 BMPR1A RYR2 L3HYPDH H1-0 STAU1 ATAD5 LATS2 GRM7 SIAH1 UBA3 RSBN1 FOXO1 WIPF1 CENPC NEBL YTHDC2 FAM102B FOXJ3 WWC2 INIP RPS6KA3 AP2B1 DHX40 UNC13C DYRK1A BHLHE40 ZFR OGA HEPACAM CSMD1 ARHGEF33 CWC25 VIRMA INO80D RNF216 CRHBP MPRIP PTPRB MBNL1 GOLGA6A AZI2 HEY2 GOLGA8M HS3ST3B1 HIVEP2 LNX2 EPC1 SSB NEXMIF INTS10 GTF3C3 SORT1 MAPK6 NFYB LRRTM3 B4GALT1 CHODL JAZF1 JMY COX16 PHIP MEOX2 ADAMTS16 NLGN4Y DOCK1 ATMIN LUC7L2 IRX2 MYF6 ENPP4 SMARCA2 TMEM17 APC COL11A1 SIPA1L2 CREBRF PRNP SMURF1 KCNC2 SOX9 HIPK1 SLC6A6 BRD3 PPP6C MYRFL SOS1 CACNA2D2 PPTC7 WNK1 MSRB3 ZMAT3 KAT6A IRAK2 AJAP1 SV2A PCBP2 MXD1 TAF8 GART PDZRN4 TMEM215 CD47 PCDHB2 NXPH2 SCAI FBXO32 TXNIP ZNF827 OLIG2 PSPC1 ZSWIM4 SEC24A ZNF638 TET2 KPNA4 CLOCK PPFIA1 LRP1B GRIN3A NFATC3 DMXL1 ADARB2 NXT2 ARHGAP35 TCF7L2 TRAPPC8 DLG2 FKBP14 NOP58 MEIOC GBX2 IL1A TLCD4 EPHA1 ANO8 LARP1 HMGA2 ZNRF3 MIR524_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR524_5P PNOC CALU NUDT4 AGFG1 MTTP ZCRB1 CASTOR2 SLC30A6 SIX4 TMEM170A PUS7 PPP1R1B SELENOI CHN2 UBN2 HIRA CBX3 FBLN2 MEF2C C17orf75 STK10 ERBIN CREM TCEA1 KLF4 FBXO3 MPDZ NR2F1 SULF1 RSBN1L TRAPPC13 STXBP4 CDC25C EGLN1 NDUFS1 TFEC PFKFB3 SUMO1 NOVA1 UBE2D3 BDNF RSRC2 SPATA13 RPS6KB1 RBM39 DICER1 PTPRE C11orf54 TSHZ2 TFAP4 PALLD ROBO1 AKIRIN1 TSNAX SCAMP5 CGGBP1 ANKRD44 QKI SMAD3 SYNJ2BP-COX16 ITGA10 PTPRA RHOT1 PRPF40A PMS1 IRAK3 TBR1 ARL13B TCF4 SC5D SEC24B LIPA DDX17 ATF2 SAFB LMNB1 SELENOS API5 ZMYND8 CEP57 TFDP2 GLS UBA6 DCUN1D1 COX18 ZNF367 RFC1 CDK2 KAT2B AZIN2 JAG1 PDCD10 ZMYM1 EPHA3 CTHRC1 BZW1 PSD3 BCOR CDH19 GPATCH2L NCOA1 TMEM39B SEPSECS UBASH3B SECISBP2L RAP1B LHX6 RGCC HSPA1B PRKD3 REST ZWILCH ARHGAP29 UBR1 KDM6A AKAP11 PTPRS ARHGAP12 BCL11B APPBP2 CCT7 RBM12 FAM184A PRKAB1 GIPC2 CNOT2 CNTN5 TAFA1 EID1 DGKE CNR1 GPT2 ARPP19 ADK UBR5 LTA4H STAT4 EML6 ITM2C CPEB2 PGRMC1 TNKS2 PUM2 PTPN13 NKRF FAM131A PNN PRPF39 EFR3A ADAM23 POC5 FAM13C FAM169A MEAF6 FAM221A CADM2 TSHZ1 ZIC3 UBE2E3 TBCCD1 USP54 SUZ12 IKZF2 PPP1R9A ANKRD46 UGDH GPR63 HCFC2 CREB1 ELOA NANOS1 CD1A CILK1 C1QTNF7 FAM181A SRSF10 KIN PRICKLE2 AMFR GLUD1 DLG5 JARID2 LYPD6 PPM1A CASP7 VCAN LIN9 PLCB1 TES CD46 ACBD5 IMPA1 C8orf44-SGK3 SLC35D1 CEBPD PTPN12 C20orf194 PNISR GPBP1 FGFR2 HNRNPK RIF1 MRS2 FAM126B PPFIA3 SERF2 ECT2 NFIA HADHB RAP2C RORA SGIP1 COL3A1 ROR1 PARP8 IFT52 MAP4K3 RPRD1A SCN2A GOLGA8H CHAMP1 SLC1A2 RBM27 MBTPS1 HOXB7 GRID2 SELENOF ATP1A1 MYOF CSNK1E CEP120 G3BP2 USP25 SLC4A7 LARP4 AGRN WASHC4 PTHLH CSDE1 EPHA5 STK26 ARFGEF3 SLC16A4 BSDC1 RAI14 SLC10A4 CCNT2 LMAN1 CERS6 ZNF461 CNRIP1 CDYL2 PPP1R21 SLITRK2 KIF2A PPP5C ZNF716 SP8 ELF1 IRF2 PSG1 TMEM220 AHCTF1 CIAO2A DACH1 FKBP7 PTH2R MINPP1 ZNF655 CAV2 ZBTB44 GOLGA8A TTN TMF1 GOLGA8R PROX1 RNF182 AASDHPPT BUB1B INTS6 TXNDC9 CPPED1 DDX6 GNA13 TAF12 KIAA0895 GTF2A1 FBXO45 PUM1 GSPT1 TSC22D2 BCLAF1 SPRED1 ATXN1 SH3BGRL2 KLHL28 DCAF10 ZBTB43 TFRC PPP1R8 OLFM1 APLN PLEKHG1 TCEAL1 SCEL PCDH9 PTX3 CHIC1 E2F8 ARHGAP33 SP3 IGSF3 RRAS2 SRSF2 LTN1 ZNF772 PARP11 MAPK8 MTSS1 MAGEB6 NRK GLRB SYT4 CAMK4 TMEM33 CSMD3 SMNDC1 FIBIN VAV3 DUSP6 ATG16L2 NHS IQGAP2 ADAMTSL3 ARVCF EIF4E YWHAQ CNOT6L HIP1 ELAPOR1 NUP43 SOX5 TAL1 GOLGA6L4 EPCAM STXBP5 GATAD2B APPL2 GID8 ATG2B FRMD6 RBM23 CACNB2 PSIP1 KLHL7 RNF217 TOM1L1 PREX2 RP2 BDH2 SLC25A13 ZNF704 MAST4 POLR3B OAT PKN2 RAB11A DENND5B TM4SF4 LRRC3B SLIT2 FBXO30 THSD7A CRTC1 SEH1L SESN1 SRD5A1 CDH9 DRAM1 PTPRG APBA1 MIS18BP1 SGK3 TAB2 ANKRA2 KIF21A BNIP2 FOXD3 PDIK1L MTMR12 CLK4 SS18 TRIM23 TRDN TCP11L2 HS3ST3A1 CETN3 KIF1B RAB11B CALB1 PKDCC NWD2 RNF220 PPP3CA ZNF516 RBM26 SERPINB1 ETS2 NSG1 SIPA1L1 SLC40A1 CDPF1 HLCS NUP205 EOMES ITPR1 GORASP2 NKTR GIGYF2 SMURF2 BOD1L1 YBX1 TTC9 UBE2B PEX5 MAP3K5 IGSF11 COL4A1 TRIP11 EP400 SESTD1 PAFAH1B1 ATP8A1 PRELID3B SCN3A PPM1L TTC30B DNAJC6 UBE2Q2 SBF2 RSPH4A ESYT2 NAV3 SERPINB8 GMFB SH3KBP1 LRP5 AR ARGLU1 TLE4 WDFY3 ZNF583 RAP1GDS1 SLC30A4 TMX4 ABRACL HNF1B SFSWAP DIP2C SMIM43 PRKRA GOLGA6D HNRNPH1 KCNK2 EGR1 C1QTNF3 ZMYND19 E2F3 CDH4 TGFB3 USP31 SKIL MECOM FCHO2 LRP12 CEP128 GNPTAB PLPPR4 ADGRL2 TRIO SLC17A6 MIPOL1 LEF1 SGK1 ARL5B L3MBTL3 ASB13 MYOD1 HNRNPDL MPP6 USP7 TMEM30B GOLGA8N USP53 PKIA KLF6 DCX CYTH2 MBD2 TXNL4B DCAF7 NEGR1 ADAMTS5 CLNS1A GOLGA8B ADAM10 HOXA3 ADCYAP1 GOLM2 ZNF106 FCGR2A C1orf35 PELI1 CEP350 RAB6B GALNT7 EYA1 VGLL3 ST18 DKK2 MAMLD1 DCAF4L2 TUBB2B ATP2B2 KMT2C HOXC8 MTM1 SMAD2 BRINP1 SP4 TAOK1 SORL1 TEAD1 GLI3 RIN2 SRBD1 PTPRU SLC44A5 KCNN4 GPM6A CLLU1-AS1 FBN1 MAP3K8 ZMYM2 MFSD14A SOX8 SSNA1 DACT3 CDC42 ZMIZ1 CNTN1 DLX4 ID4 ZFP36 DOCK4 ZEB2 MAEL LRP8 RALGPS2 GNB4 ZFC3H1 TTK RBL1 KLHL23 ITGB8 TAFA2 RAB33B PELI2 FAM126A CNOT8 ATP2B1 PSMB9 ACKR4 ACSL3 KPNA1 MIB1 CAMTA1 ASB5 SLC22A10 GATAD1 MEGF9 TMEM163 RCAN2 PEX3 COL1A2 RANBP9 SLITRK4 CDC42BPB MSS51 FZD3 SCN8A PLAGL2 CERT1 BRD4 RBBP5 NBEA KIF5A PRIM2 LRBA SMC3 CTTNBP2 ZYG11B NUP37 PLEKHF2 MOSPD2 SMCHD1 DLX1 ACTBL2 ACTR3B TENT4B MOK HSD17B13 SLC25A12 TMED7 ELK4 EDIL3 CLIC6 DOCK10 MAPK1 MAPK1IP1L NR4A2 CPEB3 PER2 SLITRK6 EGFL6 PAK5 RUFY2 CLSTN1 GFPT1 PLPP3 GOLGA8Q EPB41 RAB14 SPCS3 C1D FAM83B ZFP36L1 GNAI3 SLC38A2 IPMK SYF2 TWIST1 TAF4 CDK6 PHF20L1 BEND4 CNTNAP3 SMPX OSTM1 CCN1 EED LATS1 ACER2 UNC5C DIRAS2 TNFRSF19 GOLGA8T PCGF3 ACSL4 PAPOLG FAM76B CACNA2D1 EBF2 ZNF711 PDE10A CYP7B1 TANK HS3ST1 SCYL2 CCSER1 CYP20A1 JAG2 ACTA1 FAM3C PNRC1 SUB1 SMC4 DIP2A TBL1X EFEMP1 METTL9 SEC14L2 SLC39A14 ZBTB7C FAM76A ZBTB34 ELAVL2 C11orf58 SMARCAD1 TMEM161B TRPS1 MLLT6 TTBK2 RGS7BP RAB12 HEY1 THOC3 DDHD1 TMEM196 HDAC2 OXSR1 RBFOX1 HSF2 DENND2B MYRF TMTC3 HEG1 GABPA BTAF1 TPTEP2-CSNK1E GJB2 SLC34A2 LRRC58 ARIH1 WIPF3 MAP4K5 HECTD1 ZMYND11 DDAH1 PBX1 ASH1L PRDX3 STRBP TRA2A PRKCB PHLDB1 HMGB3 CACNA1D GPR180 VAMP4 PIP5K1A MED4 ACKR3 PLAGL1 PCGF6 CNKSR2 HNRNPU IL12B USF3 TMEM170B ANGPTL7 CLVS2 NUFIP1 FZD2 SGMS1 SPTY2D1 GOLGA8J TMEM30A NPAT LAMC1 JUN DNTTIP1 ATAD2B VDR HOOK3 OPA1 CDH15 GDF10 NAA50 MEOX1 PDE4B WDR43 PHLDB2 SPTSSA EBF3 SIRT1 GPC6 RNF138 CCDC6 PPP3R1 USP49 ADIPOR1 SOCS6 TTC28 EGR4 GOLGA6L10 MGAT3 ZC3H12D SFPQ LSM8 CPNE2 MITF MMGT1 TOX RNF130 TMEM181 BMP3 GOLGA6C BTBD7 SERINC5 SHISA3 GOLGA6B EPHA7 YY1 VPS13D LRRC40 SULF2 VSIG10 TJP1 KDM5A TMEM50A MLLT10 MSR1 BMPR1A RYR2 L3HYPDH H1-0 LACTB STAU1 ATAD5 LATS2 GRM7 SIAH1 UBA3 RSBN1 FOXO1 WIPF1 CENPC NEBL YTHDC2 FAM102B FOXJ3 WWC2 INIP RPS6KA3 AP2B1 DHX40 UNC13C DYRK1A BHLHE40 ZFR OGA HEPACAM CSMD1 ARHGEF33 CWC25 VIRMA INO80D RNF216 CRHBP MPRIP PTPRB MBNL1 GOLGA6A AZI2 HEY2 GOLGA8M HS3ST3B1 HIVEP2 LNX2 EPC1 SSB NEXMIF INTS10 SORT1 MAPK6 NFYB LRRTM3 B4GALT1 CHODL JAZF1 JMY COX16 PHIP MEOX2 ADAMTS16 NLGN4Y DOCK1 ATMIN LUC7L2 IRX2 MYF6 ENPP4 SMARCA2 TMEM17 APC COL11A1 SIPA1L2 CREBRF PRNP SMURF1 KCNC2 SOX9 HIPK1 SLC6A6 BRD3 PPP6C MYRFL SOS1 CACNA2D2 PPTC7 WNK1 MSRB3 ZMAT3 KAT6A IRAK2 AJAP1 SV2A PCBP2 MXD1 TAF8 GART PDZRN4 TMEM215 CD47 PCDHB2 NXPH2 SCAI FBXO32 TXNIP ZNF827 OLIG2 PSPC1 ZSWIM4 SEC24A ZNF638 TET2 KPNA4 CLOCK PPFIA1 LRP1B GRIN3A NFATC3 DMXL1 ADARB2 NXT2 ARHGAP35 TCF7L2 TRAPPC8 DLG2 FKBP14 NOP58 MEIOC GBX2 IL1A TLCD4 EPHA1 ANO8 LARP1 HMGA2 ZNRF3 MIR548AE_3P_MIR548AQ_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AE_3P_MIR548AQ_3P TFPI2 BAG5 TMEM170A HPS1 PUS7 ATF1 SLC4A10 SELENOI DIP2B DAG1 DBI ZNF148 SLC18B1 UBN2 ZNF280D ZEB1 HDX PRRC1 KCMF1 NPM1 FERMT2 BCAR1 GAB1 TMEM41B MEF2C SNX16 ERBIN CREM TMCO1 RBM24 AGR3 GABRB3 ARAP2 WNK3 GPD2 SLC30A7 ANKRD13C CRISP1 DCAF17 MAPK8 RBPJ DICER1 PHC3 C21orf91 PCDH20 ROBO1 B4GALT4 GRIA2 ICE2 QKI ASAP2 DCUN1D4 B4GALT6 MCTP1 ETF1 VPS13C TTC26 ANKRD28 CCNA2 GLCE HNRNPF HNRNPR RIMS1 JAK2 HDAC9 MOB1B AGBL3 CTNND1 DCP1A NET1 PTBP3 YWHAZ PTBP2 ETNK1 ZNF367 RBBP8 LZIC TGFBR1 TM2D3 ZFAND5 PSMA1 PKD2 PSD3 BCOR ZNF326 DAZ4 GCLC SHISAL1 NAB1 SSH2 MME CFAP61 ARHGAP29 PPP4R3A RANBP3L FRS2 APPBP2 PTPRD PPP2R2B AFF1 XRN2 SLC25A44 RNF139 ITPRIPL2 RAD54B ESRP1 FAM177A1 RAF1 UBE2H PPP2R5E USP38 SINHCAF TBL1XR1 FOXP2 UBR5 TCF7L2 MMADHC NR2C2 PUM2 UTRN TVP23B SLC16A7 FAM169A ACVR1C CADM2 ZNF706 REV1 COL1A1 RPL34 SUZ12 INPP5F IKZF2 TET3 LHX9 GPR63 PDE7A HMGXB4 NABP1 NFYA UBXN2B CREB1 SLC4A7 CARF ZNF236 CBLL1 ZNF562 RIMKLB MFAP2 AMFR OAS3 INPP4A SYNCRIP COMMD9 TRIM33 SETBP1 SKAP2 FGFR3 ACBD5 PGR GABPB1 ATRNL1 SLC35D1 GTDC1 DUSP15 HIF1A TMPRSS11F TBL1X ADGRE2 RBBP4 PLEKHB2 CAMSAP2 TC2N FAM126B ORC4 TIAL1 BACE1 ARID4A CDYL AGO2 EGR3 ANKH SOX21 PDE4D DPY30 RORA FAM171B ROR1 FOS USP13 PAPOLA FZD1 RPRD1A MBNL1 CKAP2 MED6 NANOGNB EYA3 SMARCA5 SLCO5A1 P3R3URF-PIK3R3 PHF20L1 USP46 RBM27 SHPRH YTHDF3 BPTF TMED2 KLHL15 USP25 CCNYL1 SLC19A2 TNRC6B AGPS IDE ARFGEF3 BLOC1S2 TOMM70 DNAJB5 DNMT1 PCDH11X SLC10A4 ATP2A2 ZNF652 PCGF5 CIP2A DPP10 CELF2 TLNRD1 SLC23A2 STRA6 GORAB DCLK1 CNOT7 SPOCK3 ALCAM PTH2R ABLIM2 GABRA4 CRY1 RPS6KA6 KCTD12 ZDHHC17 RC3H1 NSD2 CTDSPL2 OXGR1 IGF2BP3 NOL4 ST6GAL1 GTF2A1 GSPT1 ATXN1 FLI1 USP24 KLHL28 AEBP2 PRMT1 ZNF322 SLC25A36 RAB3C SOAT1 EIF5A2 SERTAD2 NEK7 NAP1L1 XRN1 QTRT2 CCZ1B DTNA OSBPL8 MPZL1 LIG4 MTSS1 FOXN2 SYT4 RBMS3 PHACTR2 GNL3L PEX5L ARL14EP FYN IQGAP2 CPEB1 MCC CNOT6L DDX4 VPS4B ARL5A RECQL PRMT3 ZNF681 PRKAR1A MAF ZFHX3 STRN3 KDM7A ANKS1A ELOVL4 GPR155 SPIRE1 CCND1 LPP NAA15 PSIP1 RNF217 RP2 ZNF704 CD47 SREK1IP1 TSC22D2 PLEKHM3 TRIP12 ZBTB2 PURG DUS4L CNST UBAC2 MAP2 FBXO11 SEH1L SOX6 KIAA2026 PLD5 GABBR2 CXCR4 KDM5B PIK3CA BNIP2 AMER2 TUT4 DAZ3 CCDC73 NAMPT APH1A UHMK1 C12orf40 YIPF4 RNGTT ZNF264 MOSPD1 PPP3CA AOX1 DYNC1LI2 MED30 FAM241A PAK2 MYC SERPINB1 USP10 DAZ1 ZNF678 PDS5A MDFIC TIGD3 TLDC2 PPP4R2 ADGRB3 ATL3 ABCA5 SMURF2 YBX1 CCDC71L ANLN CPEB4 SIAH2 TOX3 COL4A1 PARP15 SLC2A13 KLHL11 RRP15 GPATCH2 USP37 EIF4B PPAT CECR2 CPSF6 RAB23 PIK3R3 CLDN11 CPNE8 MCL1 AZIN1 SKI FHDC1 STAG2 SUGT1 SNW1 RAC1 MAFG ARGLU1 MED12 RGS13 SNRPD1 NRIP1 ZMYM3 RSPRY1 SMIM8 TJP1 ING3 SH3GLB1 FGF12 EMC1 FAT1 G2E3 PRKCA CCNT1 BCLAF3 GNG2 DNAJC19 SMC2 DENND1B PPP6C ZDBF2 AAGAB LLGL2 SKIL DNMT3B DCDC2 PCDHB15 ACVR1 FGD6 STARD4 N4BP2L2 TFDP1 TRHDE PTPRZ1 HBEGF SLC38A1 RIT2 COA5 PLPPR4 PIK3R1 C18orf25 UBE2W NOVA1 IGFBP3 GAS1 SSU72 TNPO1 C5orf24 EVI5 DDA1 GABRB2 MCTS1 UFM1 KCNQ5 USP53 ARID1A ZNF609 MCU ZBED4 SORBS1 AKR1D1 KNTC1 RNF180 SPICE1 ZNF682 MARCHF4 ZNF20 WDR37 HOXA3 TMEM64 MBNL3 MAML3 DAZ2 PTPDC1 VAPA PELI1 VGLL3 TAF5 FBXL20 GTF3C4 ZNF468 YTHDF1 CDKN1B SLC9A1 TMEM135 SP4 ETS1 ANO4 PRKCI TAOK1 ARHGAP32 ADAM17 PRSS35 AP1AR CCL3L1 PDE1A KANSL1L NAPG MARK1 MYEF2 LCOR AHSA2P STOX2 PNISR SOCS5 ZC3H12C BDP1 ZEB2 RANBP1 PTPRK GNB4 SECISBP2L COQ10A TM7SF3 SIDT2 WDR44 GTF2I SOST DCBLD2 LRATD2 FAM126A NPM3 SYT1 TBP MBTD1 RBM12B ACSL3 SLC25A16 DLEU7 MMD MIB1 ZBTB44 NCOR1 CAMTA1 PRKAA2 FZD3 NKX2-1 PLAGL2 SAR1B TGDS KCNJ2 HMGN1 ZYG11B DYRK1A ACTR3B TBC1D22B MICU3 JADE3 FARP1 ELMOD2 ABI1 CPEB3 MARCHF5 LIN28B GKAP1 MYBL1 SAMD8 MRPS11 DYRK2 ERBB2 MINDY2 SOGA3 ERO1B NUP62CL GFPT1 AFAP1 ZNF382 RASEF LIN7A ABHD2 PAN3 XPR1 MCF2L2 SRFBP1 G3BP1 ICAM5 FAM83B GNAI3 IPMK HECTD2 ANO5 RYK PROSER1 FYTTD1 PLAC8L1 SCG2 FSTL1 ZNF469 CDK6 MAP3K2 ST6GALNAC5 HIPK2 B3GALT2 BEND4 CYP4V2 WASF1 SLC12A2 ABCD4 C2orf49 HOXA9 DLG1 FKBP5 AKAP5 PHF14 DCK MAPKAPK2 SCYL2 MAP4 KDELR1 SH3TC2 AVL9 TRIM36 CYP2U1 YIPF6 SUB1 ELAVL1 LPCAT2 DCAF12L1 FBXL17 SOX2 FER FRMD5 TTYH2 UGGT1 MANEA PRPF6 GABRG1 SASS6 APPL1 ZSWIM6 RNF19A DMRTA1 SCN9A STRBP PRKCB MARCKSL1 TP53INP1 B3GALNT2 NLGN1 DTD1 FMNL2 TRPC1 C12orf75 NIN FSBP KMT2D ABHD13 SON STK24 IGFBPL1 FAM214A FBXO43 DYNLT3 USP15 TXNRD3 ASPH SGMS1 SUFU CYP8B1 ATP2B4 ADH7 ZNF740 MPHOSPH9 ZDHHC21 CNTNAP2 MOSMO MED13L ZNF365 SLC7A2 NOTCH2 NAA50 MEX3B EXOSC9 SPTSSA GPC6 ADNP NTF3 USP49 SOCS6 GGCX VEZF1 SFPQ LSM8 UBE2D1 MMGT1 ZNF561 TOX FBXW2 EREG MED13 EPG5 BTBD7 CDK17 KIAA1210 THSD7B ANKIB1 GPC4 DACT1 FLRT2 SERINC3 DIMT1 KIAA0408 PTPN5 HDAC4 TMEM50A IGSF5 KLHL5 ZNF24 ZMPSTE24 SLC17A2 BPNT2 RSBN1 DHX32 PM20D2 HERPUD2 CNEP1R1 PFKFB2 DIS3L2 RPS6KA3 AAK1 GTF2B ARL6IP6 SLC7A11 ZFR PPM1K ATF7IP TGS1 PYGO1 INO80D PIGN EPC1 USP42 DPP8 NEXMIF DDX55 RBM47 PARD3 KLHL24 MAPK6 MSTN TVP23C PDE10A SMC5 SOS2 VCPIP1 CSNK1A1 KRAS ZBTB41 YES1 EFEMP1 DPY19L1 PHIP FAM220A CLGN NHLH2 PALM2AKAP2 CD38 PPP1CC IRX2 TTC14 VASP B3GAT1 OAF NUFIP2 CREBRF PDS5B GSE1 CCZ1 MED1 UBXN4 ERGIC2 IRAK2 SMIM13 ACVR2B RPS3 SBSPON SCAI LIN7C ARL6IP5 TET2 KPNA4 PPFIA1 OTUD7B TMPO MAP2K4 VKORC1L1 LEMD3 HOXA5 ZNF750 L2HGDH GJA3 TMEFF2 PAG1 MIR548AH_3P_MIR548AM_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AH_3P_MIR548AM_3P TFPI2 BAG5 TMEM170A HPS1 PUS7 ATF1 SLC4A10 SELENOI DIP2B DAG1 DBI ZNF148 SLC18B1 UBN2 ZNF280D ZEB1 HDX PRRC1 KCMF1 NPM1 FERMT2 BCAR1 GAB1 TMEM41B MEF2C SNX16 ERBIN CREM TMCO1 RBM24 AGR3 GABRB3 ARAP2 WNK3 GPD2 SLC30A7 ANKRD13C CRISP1 DCAF17 MAPK8 RBPJ DICER1 PHC3 C21orf91 PCDH20 ROBO1 B4GALT4 GRIA2 ICE2 QKI ASAP2 DCUN1D4 B4GALT6 MCTP1 ETF1 VPS13C TTC26 ANKRD28 CCNA2 GLCE HNRNPF HNRNPR RIMS1 JAK2 HDAC9 MOB1B AGBL3 CTNND1 DCP1A NET1 PTBP3 YWHAZ PTBP2 ETNK1 ZNF367 RBBP8 LZIC TGFBR1 TM2D3 ZFAND5 PSMA1 PKD2 PSD3 BCOR ZNF326 DAZ4 GCLC SHISAL1 NAB1 SSH2 MME CFAP61 ARHGAP29 PPP4R3A RANBP3L FRS2 APPBP2 PTPRD PPP2R2B AFF1 XRN2 SLC25A44 RNF139 ITPRIPL2 RAD54B ESRP1 FAM177A1 RAF1 UBE2H PPP2R5E USP38 SINHCAF TBL1XR1 FOXP2 UBR5 TCF7L2 MMADHC NR2C2 PUM2 UTRN TVP23B SLC16A7 FAM169A ACVR1C CADM2 ZNF706 REV1 COL1A1 RPL34 SUZ12 INPP5F IKZF2 TET3 LHX9 ACOT2 GPR63 PDE7A HMGXB4 NABP1 NFYA UBXN2B CREB1 SLC4A7 CARF ZNF236 CBLL1 ZNF562 RIMKLB MFAP2 AMFR OAS3 INPP4A SYNCRIP COMMD9 TRIM33 SETBP1 SKAP2 FGFR3 ACBD5 PGR GABPB1 ATRNL1 SLC35D1 GTDC1 DUSP15 HIF1A TMPRSS11F TBL1X ADGRE2 PLEKHB2 CAMSAP2 TC2N FAM126B ORC4 TIAL1 BACE1 ARID4A CDYL AGO2 EGR3 ANKH SOX21 PDE4D DPY30 RORA FAM171B ROR1 FOS USP13 FZD1 RPRD1A MBNL1 CKAP2 MED6 NANOGNB EYA3 SMARCA5 SLCO5A1 P3R3URF-PIK3R3 PHF20L1 USP46 RBM27 SHPRH YTHDF3 BPTF TMED2 KLHL15 USP25 CCNYL1 SLC19A2 TNRC6B AGPS IDE ARFGEF3 BLOC1S2 TOMM70 DNAJB5 DNMT1 PCDH11X SLC10A4 ATP2A2 ZNF652 PCGF5 CIP2A CELF2 TLNRD1 SLC23A2 STRA6 GORAB DCLK1 CNOT7 SPOCK3 ALCAM PTH2R ABLIM2 GABRA4 CRY1 RPS6KA6 KCTD12 ZDHHC17 RC3H1 NSD2 CTDSPL2 OXGR1 IGF2BP3 NOL4 ST6GAL1 GTF2A1 GSPT1 ATXN1 FLI1 USP24 AEBP2 PRMT1 ZNF322 SLC25A36 RAB3C SOAT1 EIF5A2 SERTAD2 NEK7 NAP1L1 XRN1 QTRT2 CCZ1B DTNA OSBPL8 MPZL1 LIG4 MTSS1 FOXN2 SYT4 RBMS3 PHACTR2 GNL3L PEX5L ARL14EP FYN IQGAP2 CPEB1 MCC FBXO8 CNOT6L DDX4 VPS4B ARL5A RECQL PRMT3 ZNF681 PRKAR1A MAF ZFHX3 STRN3 KDM7A ANKS1A ELOVL4 GPR155 SPIRE1 CCND1 LPP NAA15 PSIP1 RNF217 RP2 SYTL4 ZNF704 CD47 SREK1IP1 TSC22D2 PLEKHM3 TRIP12 ZBTB2 PURG DUS4L CNST UBAC2 MAP2 FBXO11 SEH1L SOX6 KIAA2026 PLD5 GABBR2 CXCR4 KDM5B PIK3CA BNIP2 AMER2 TUT4 DAZ3 CCDC73 NAMPT APH1A UHMK1 C12orf40 YIPF4 RNGTT MOSPD1 PPP3CA AOX1 DYNC1LI2 MED30 FAM241A PAK2 MYC SERPINB1 USP10 DAZ1 ZNF678 PDS5A MDFIC TIGD3 TLDC2 PPP4R2 ADGRB3 ATL3 ABCA5 SMURF2 YBX1 CCDC71L ANLN CPEB4 SIAH2 TOX3 COL4A1 PARP15 SLC2A13 KLHL11 RRP15 GPATCH2 USP37 EIF4B PPAT CECR2 CPSF6 RAB23 PIK3R3 CLDN11 CPNE8 MCL1 AZIN1 SKI FHDC1 STAG2 SUGT1 SNW1 RAC1 MAFG ARGLU1 MED12 RGS13 SNRPD1 NRIP1 ZMYM3 RSPRY1 SMIM8 TJP1 ING3 SH3GLB1 FGF12 EMC1 FAT1 G2E3 PRKCA CCNT1 BCLAF3 GNG2 DNAJC19 SMC2 DENND1B PPP6C ZDBF2 AAGAB LLGL2 SKIL DNMT3B DCDC2 PCDHB15 ACVR1 FGD6 STARD4 N4BP2L2 TFDP1 TRHDE PTPRZ1 HBEGF SLC38A1 RIT2 COA5 PLPPR4 PIK3R1 C18orf25 UBE2W NOVA1 IGFBP3 GAS1 SSU72 TNPO1 C5orf24 EVI5 DDA1 GABRB2 MCTS1 UFM1 KCNQ5 USP53 ARID1A ZNF609 MCU ZBED4 SORBS1 AKR1D1 KNTC1 RNF180 SPICE1 ZNF682 MARCHF4 ZNF20 WDR37 HOXA3 TMEM64 MBNL3 MAML3 DAZ2 PTPDC1 VAPA PELI1 VGLL3 TAF5 FBXL20 GTF3C4 ZNF468 YTHDF1 CDKN1B SLC9A1 TMEM135 SP4 ETS1 ANO4 PRKCI TAOK1 ARHGAP32 ADAM17 PRSS35 AP1AR CCL3L1 PDE1A KANSL1L NAPG MARK1 MYEF2 LCOR AHSA2P STOX2 PNISR SOCS5 ZC3H12C BDP1 ZEB2 RANBP1 PTPRK GNB4 SECISBP2L COQ10A TM7SF3 SIDT2 WDR44 GTF2I SOST DCBLD2 LRATD2 FAM126A NPM3 SYT1 TBP MBTD1 RBM12B ACSL3 SLC25A16 DLEU7 MMD MIB1 ZBTB44 NCOR1 CAMTA1 BNIP5 PRKAA2 FZD3 NKX2-1 PLAGL2 SAR1B TGDS KCNJ2 HMGN1 ZYG11B DYRK1A ACTR3B TBC1D22B MICU3 JADE3 FARP1 ELMOD2 ABI1 CPEB3 MARCHF5 LIN28B GKAP1 MYBL1 SAMD8 MRPS11 DYRK2 ERBB2 MINDY2 SOGA3 ERO1B NUP62CL GFPT1 AFAP1 ZNF382 RASEF LIN7A ABHD2 PAN3 XPR1 MCF2L2 SRFBP1 G3BP1 ICAM5 FAM83B GNAI3 IPMK RBBP4 HECTD2 ANO5 RYK PROSER1 FYTTD1 PLAC8L1 SCG2 FSTL1 ZNF469 CDK6 MAP3K2 ST6GALNAC5 HIPK2 B3GALT2 BEND4 CYP4V2 WASF1 SLC12A2 ABCD4 C2orf49 HOXA9 DLG1 FKBP5 AKAP5 PHF14 DCK MAPKAPK2 SCYL2 MAP4 KDELR1 SH3TC2 AVL9 TRIM36 CYP2U1 YIPF6 SUB1 ELAVL1 LPCAT2 DCAF12L1 FBXL17 SOX2 FER FRMD5 TTYH2 UGGT1 MANEA PRPF6 GABRG1 SASS6 APPL1 ZSWIM6 RNF19A DMRTA1 SCN9A STRBP PRKCB MARCKSL1 TP53INP1 B3GALNT2 NLGN1 DTD1 FMNL2 TRPC1 C12orf75 NIN FSBP KMT2D ABHD13 SON STK24 IGFBPL1 FAM214A FBXO43 DYNLT3 USP15 TXNRD3 ASPH SGMS1 SUFU CYP8B1 ATP2B4 ADH7 ZNF740 MPHOSPH9 ZDHHC21 CNTNAP2 MOSMO MED13L ZNF365 NOTCH2 NAA50 MEX3B EXOSC9 SPTSSA GPC6 ADNP NTF3 USP49 SOCS6 GGCX VEZF1 SFPQ LSM8 UBE2D1 MMGT1 ZNF561 TOX FBXW2 EREG MED13 EPG5 BTBD7 CDK17 KIAA1210 THSD7B ANKIB1 GPC4 DACT1 FLRT2 SERINC3 DIMT1 KIAA0408 PTPN5 HDAC4 TMEM50A IGSF5 KLHL5 ZNF24 ZMPSTE24 SLC17A2 BPNT2 RSBN1 DHX32 PM20D2 HERPUD2 CNEP1R1 PFKFB2 DIS3L2 RPS6KA3 AAK1 GTF2B ARL6IP6 SLC7A11 ZFR PPM1K ATF7IP TGS1 PYGO1 INO80D PIGN EPC1 USP42 DPP8 NEXMIF DDX55 RBM47 PARD3 KLHL24 MAPK6 MSTN TVP23C PDE10A SMC5 SOS2 VCPIP1 CSNK1A1 KRAS YES1 EFEMP1 DPY19L1 PHIP FAM220A CLGN NHLH2 PALM2AKAP2 CD38 PPP1CC IRX2 TTC14 VASP B3GAT1 OAF NUFIP2 CREBRF PDS5B GSE1 CCZ1 MED1 UBXN4 ERGIC2 IRAK2 SMIM13 ACVR2B RPS3 SBSPON SCAI LIN7C ARL6IP5 TET2 KPNA4 PPFIA1 OTUD7B TMPO MAP2K4 VKORC1L1 LEMD3 HOXA5 ZNF750 L2HGDH TMEFF2 PAG1 MIR548J_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548J_3P TFPI2 BAG5 TMEM170A HPS1 PUS7 ATF1 SLC4A10 SELENOI DIP2B DAG1 DBI ZNF148 SLC18B1 UBN2 ZNF280D ZEB1 HDX PRRC1 KCMF1 NPM1 FERMT2 BCAR1 GAB1 TMEM41B MEF2C SNX16 ERBIN CREM TMCO1 RBM24 AGR3 GABRB3 ARAP2 WNK3 GPD2 SLC30A7 ANKRD13C CRISP1 DCAF17 MAPK8 RBPJ DICER1 PHC3 C21orf91 PCDH20 ROBO1 B4GALT4 GRIA2 ICE2 QKI ASAP2 DCUN1D4 B4GALT6 MCTP1 ETF1 VPS13C TTC26 ANKRD28 CCNA2 GLCE HNRNPF HNRNPR RIMS1 JAK2 HDAC9 MOB1B AGBL3 CTNND1 DCP1A NET1 PTBP3 YWHAZ PTBP2 ETNK1 ZNF367 RBBP8 LZIC TGFBR1 TM2D3 ZFAND5 PSMA1 PKD2 PSD3 BCOR ZNF326 DAZ4 GCLC SHISAL1 NAB1 SSH2 MME CFAP61 ARHGAP29 PPP4R3A RANBP3L RBBP9 FRS2 APPBP2 PTPRD PPP2R2B AFF1 XRN2 SLC25A44 RNF139 ITPRIPL2 RAD54B ESRP1 FAM177A1 RAF1 UBE2H PPP2R5E USP38 SINHCAF TBL1XR1 FOXP2 UBR5 TCF7L2 MMADHC NR2C2 PUM2 UTRN TVP23B SLC16A7 FAM169A ACVR1C CADM2 ZNF706 REV1 COL1A1 RPL34 SUZ12 INPP5F IKZF2 TET3 LHX9 GPR63 PDE7A HMGXB4 NABP1 NFYA UBXN2B CREB1 SLC4A7 CARF ZNF236 CBLL1 ZNF562 RIMKLB MFAP2 AMFR OAS3 INPP4A SYNCRIP COMMD9 TRIM33 SETBP1 SKAP2 FGFR3 ACBD5 PGR GABPB1 ATRNL1 SLC35D1 GTDC1 DUSP15 HIF1A TMPRSS11F TBL1X ADGRE2 PLEKHB2 CAMSAP2 TC2N FAM126B ORC4 TIAL1 BACE1 ARID4A CDYL AGO2 EGR3 ANKH SOX21 PDE4D DPY30 RORA FAM171B ROR1 FOS USP13 ASAP1 FZD1 RPRD1A MBNL1 CKAP2 MED6 NANOGNB EYA3 SMARCA5 SLCO5A1 P3R3URF-PIK3R3 PHF20L1 USP46 RBM27 SHPRH YTHDF3 BPTF TMED2 KLHL15 USP25 CCNYL1 SLC19A2 TNRC6B AGPS IDE ARFGEF3 BLOC1S2 TOMM70 DNAJB5 DNMT1 PCDH11X SLC10A4 ATP2A2 ZNF652 PCGF5 CIP2A DPP10 CELF2 TLNRD1 SLC23A2 STRA6 GORAB DCLK1 CNOT7 SPOCK3 ALCAM PTH2R ABLIM2 GABRA4 CRY1 RPS6KA6 KCTD12 ZDHHC17 RC3H1 NSD2 CTDSPL2 OXGR1 IGF2BP3 NOL4 ST6GAL1 GTF2A1 GSPT1 ATXN1 FLI1 USP24 AEBP2 PRMT1 ZNF322 SLC25A36 RAB3C SOAT1 EIF5A2 SERTAD2 NEK7 NAP1L1 XRN1 QTRT2 CCZ1B DTNA OSBPL8 MPZL1 LIG4 MTSS1 FOXN2 SYT4 RBMS3 PHACTR2 GNL3L PEX5L ARL14EP FYN IQGAP2 CPEB1 MCC CNOT6L DDX4 VPS4B ARL5A RECQL PRMT3 ZNF681 PRKAR1A MAF ZFHX3 STRN3 KDM7A ANKS1A ELOVL4 GPR155 SPIRE1 CCND1 LPP NAA15 PSIP1 RNF217 RP2 ZNF704 CD47 SREK1IP1 TSC22D2 PLEKHM3 TRIP12 ZBTB2 PURG DUS4L CNST UBAC2 MAP2 FBXO11 SEH1L SOX6 KIAA2026 PLD5 GABBR2 CXCR4 KDM5B PIK3CA BNIP2 AMER2 TUT4 DAZ3 CCDC73 NAMPT APH1A UHMK1 C12orf40 YIPF4 RNGTT MOSPD1 PPP3CA AOX1 DYNC1LI2 MED30 FAM241A PAK2 MYC SERPINB1 USP10 DAZ1 ZNF678 PDS5A MDFIC TIGD3 TLDC2 PPP4R2 ADGRB3 ATL3 ABCA5 SMURF2 YBX1 CCDC71L ANLN CPEB4 SIAH2 TOX3 COL4A1 PARP15 SLC2A13 KLHL11 RRP15 GPATCH2 USP37 EIF4B PPAT CECR2 CPSF6 RAB23 PIK3R3 CLDN11 CPNE8 MCL1 AZIN1 SKI FHDC1 STAG2 SUGT1 SNW1 RAC1 MAFG ARGLU1 MED12 RGS13 SNRPD1 NRIP1 ZMYM3 RSPRY1 SMIM8 TJP1 ING3 SH3GLB1 FGF12 EMC1 FAT1 G2E3 PRKCA CCNT1 BCLAF3 GNG2 DNAJC19 SMC2 DENND1B PPP6C ZDBF2 AAGAB LLGL2 SKIL DNMT3B DCDC2 PCDHB15 ACVR1 FGD6 STARD4 N4BP2L2 TFDP1 TRHDE PTPRZ1 HBEGF SLC38A1 RIT2 COA5 PLPPR4 PIK3R1 C18orf25 UBE2W NOVA1 IGFBP3 GAS1 SSU72 TNPO1 C5orf24 EVI5 DDA1 GABRB2 MCTS1 UFM1 KCNQ5 USP53 ARID1A ZNF609 MCU ZBED4 SORBS1 AKR1D1 KNTC1 RNF180 SPICE1 ZNF682 MARCHF4 ZNF20 WDR37 HOXA3 TMEM64 MBNL3 MAML3 DAZ2 PTPDC1 VAPA PELI1 VGLL3 TAF5 FBXL20 GTF3C4 ZNF468 YTHDF1 CDKN1B SLC9A1 TMEM135 SP4 ETS1 ANO4 PRKCI TAOK1 ARHGAP32 ADAM17 PRSS35 AP1AR CCL3L1 PDE1A KANSL1L NAPG MARK1 MYEF2 LCOR AHSA2P STOX2 PNISR SOCS5 ZC3H12C BDP1 ZEB2 RANBP1 PTPRK GNB4 SECISBP2L COQ10A TM7SF3 SIDT2 WDR44 GTF2I SOST DCBLD2 LRATD2 FAM126A NPM3 SYT1 TBP MBTD1 RBM12B ACSL3 SLC25A16 DLEU7 MMD MIB1 ZBTB44 NCOR1 CAMTA1 PRKAA2 FZD3 NKX2-1 PLAGL2 SAR1B TGDS KCNJ2 HMGN1 ZYG11B DYRK1A ACTR3B TBC1D22B MICU3 JADE3 FARP1 ELMOD2 ABI1 CPEB3 MARCHF5 LIN28B GKAP1 MYBL1 SAMD8 MRPS11 DYRK2 ERBB2 MINDY2 SOGA3 ERO1B NUP62CL GFPT1 AFAP1 ZNF382 RASEF LIN7A ABHD2 PAN3 XPR1 MCF2L2 SRFBP1 G3BP1 ICAM5 FAM83B GNAI3 IPMK RBBP4 HECTD2 ANO5 RYK PROSER1 FYTTD1 PLAC8L1 SCG2 FSTL1 ZNF469 CDK6 MAP3K2 ST6GALNAC5 HIPK2 B3GALT2 BEND4 OSTM1 CYP4V2 WASF1 SLC12A2 ABCD4 C2orf49 HOXA9 DLG1 FKBP5 AKAP5 PHF14 DCK MAPKAPK2 SCYL2 MAP4 KDELR1 SH3TC2 AVL9 TRIM36 CYP2U1 YIPF6 SUB1 ELAVL1 LPCAT2 DCAF12L1 FBXL17 SOX2 FER FRMD5 TTYH2 UGGT1 MANEA PRPF6 GABRG1 SASS6 APPL1 ZSWIM6 RNF19A DMRTA1 SCN9A RBM47 STRBP PRKCB MARCKSL1 TP53INP1 B3GALNT2 NLGN1 DTD1 FMNL2 TRPC1 C12orf75 NIN FSBP KMT2D ABHD13 SON STK24 IGFBPL1 FAM214A FBXO43 DYNLT3 USP15 TXNRD3 ASPH SGMS1 SUFU CYP8B1 ATP2B4 ADH7 ZNF740 MPHOSPH9 ZDHHC21 CNTNAP2 MOSMO MED13L ZNF365 NOTCH2 NAA50 MEX3B EXOSC9 SPTSSA GPC6 ADNP NTF3 USP49 SOCS6 GGCX VEZF1 SFPQ LSM8 UBE2D1 MMGT1 ZNF561 TOX FBXW2 EREG MED13 EPG5 BTBD7 CDK17 KIAA1210 THSD7B ANKIB1 GPC4 DACT1 FLRT2 SERINC3 DIMT1 KIAA0408 PTPN5 HDAC4 TMEM50A IGSF5 KLHL5 ZNF24 ZMPSTE24 SLC17A2 BPNT2 RSBN1 DHX32 PM20D2 HERPUD2 CNEP1R1 PFKFB2 DIS3L2 RPS6KA3 AAK1 GTF2B ARL6IP6 SLC7A11 ZFR PPM1K ATF7IP TGS1 PYGO1 INO80D PIGN EPC1 USP42 DPP8 NEXMIF DDX55 PARD3 KLHL24 MAPK6 MSTN TVP23C PDE10A SMC5 SOS2 VCPIP1 CSNK1A1 KRAS YES1 EFEMP1 DPY19L1 PHIP FAM220A CLGN NHLH2 PALM2AKAP2 CD38 PPP1CC IRX2 TTC14 VASP B3GAT1 OAF NUFIP2 CREBRF PDS5B GSE1 CCZ1 MED1 UBXN4 ERGIC2 IRAK2 SMIM13 ACVR2B RPS3 SBSPON SCAI LIN7C ARL6IP5 TET2 KPNA4 PPFIA1 OTUD7B TMPO MAP2K4 VKORC1L1 LEMD3 HOXA5 ZNF750 L2HGDH TMEFF2 PAG1 MIR3658 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3658 KDM5D AGFG1 MBOAT2 GUCY1B1 PCDHA2 TMEM159 DIP2B HMCES MDM2 ZNF280D PFDN4 MACIR CUL2 SHMT1 TCEA1 TCF3 OTOGL CBL PLAGL1 MYLIP SSR3 TRAPPC13 SLC22A2 ZADH2 WNK3 TFEC DNAJB4 ZBTB7A ZNF438 SLC30A7 NCAPH2 TMEM178B RPS6KB1 PIP5K1A HDAC9 ABI2 DGKH PHC3 PGBD2 ETS1 CREB3L2 HNRNPD PAX5 AMER1 QKI DCUN1D4 SMAD3 PURB FAR2 GLCE WDR41 PCMTD1 RUNX1T1 ARL13B HNRNPF STAT1 SC5D FUCA2 COX20 MOB1B TRPS1 C1orf198 ZDHHC15 GRIA1 DSCC1 DCUN1D1 PCDH11Y VASH2 XIAP C1orf43 TBC1D15 HSPA4L FBXL3 BCOR MSL2 LSM12 SCP2 GPATCH2L ZBTB20 PTGER3 SUV39H2 PRKD3 RWDD2A IPO7 R3HDM1 ICE1 DLG1 TSLP WDFY1 RANBP3L PAXBP1 NUDT13 SMAD5 B3GALNT1 INSC SOX30 RAD23B RAD54B LRP5L SMIM14 ZCCHC10 TBL1XR1 POU5F1 HAUS6 FUT9 TRERF1 DUSP16 GPR65 MASP1 ZDHHC23 ATAD2 FAM13C PLCG2 ZIC3 RAB2B SLK WDR47 CEP97 FMR1 CAST BRAF PDE7A CENPK RO60 HCFC2 NUTF2 SLC4A7 RAP2B CILK1 GPR1 PIK3CG GXYLT1 PRMT9 CBLL1 PDE1C RHOQ CTH TRA2A DLL1 FAM237A PIEZO2 PPM1A GABRA1 LIN9 CNKSR2 TRIM33 ISL1 VAMP7 SETBP1 TNFRSF21 MRE11 KCNB2 GDF6 ZFX DHX40 ATRNL1 IGF2R MARCHF1 SLC9A6 ZNF254 ADAM12 MYO5A GHR PNISR PEG3 FGFR2 HIF1A KRIT1 STX17 CSNK1A1 KLHL8 ZNF559-ZNF177 INTS7 PCDHA12 PLOD2 RREB1 RAB6A STXBP5 CDYL UCHL5 ATP1B4 FAM107B TMEM168 ABI3BP MTF2 RABGEF1 PRLR PRC1 INSIG1 PNPLA8 PGAM5 SRPK3 MAK16 PAK5 MKLN1 NRXN1 EEA1 CLIP4 EDEM3 RBM27 ZNF555 SPAG9 KSR1 ZBTB4 DCUN1D5 CEP120 KIF1B UBE2K LMLN CSDE1 STK26 TNRC6B AGPS DISC1 VAPB BLOC1S2 C1orf21 RAI14 PCDH11X SREK1 AMOTL1 CNRIP1 ZNF652 TMCC3 EPM2AIP1 CELF2 BACE2 TMEM255A FNIP1 DACH1 RCBTB1 SLC11A1 CISD1 CLCN2 IDH3A ARID4B KLC4 PCDHAC2 ZMAT1 CRY1 CDH1 SLC4A4 KANSL3 LMAN2L ZBTB21 INTS6 TXNDC9 LDLR MAPK4 NUP50 DDX46 SOX4 SNX10 KIF3A FBXO45 LMAN2 SPRED1 CYFIP2 KLHL28 RBP3 PPP1R15B ZBTB1 PRTG SCN1A LONRF1 CDCA4 PMS1 RAB3C EIF1AX SOAT1 NUP54 FBXO38 LRRTM1 BLVRA COL25A1 MYL1 HMGB1 GYG1 SERTAD2 PRRT2 AADAC LMO7 HIVEP3 PI15 PUS10 SKP2 ANTXR1 INSM1 FOXN2 IKZF2 PCDHA10 MGAT4A TMEM33 PHACTR2 MYSM1 GPR85 NHS ADAMTSL3 MPP5 MON2 TRAPPC2 FAM8A1 YWHAQ CNOT6L ZMYND11 PTEN DYNC1I1 NUMA1 ARL5A SLCO3A1 MLLT3 PRKAR1A VKORC1L1 COL5A2 CXADR KDM7A DUT CDK14 ZNF34 EPDR1 LGR5 ATAD1 TET2 RRM2 IDI1 RPRD1B BACH2 RNF217 CMTM8 TWF1 DRAP1 ATXN3 ASPA DNAJC5G RC3H2 KLHL2 TMEM165 ZBTB2 KRAS TPBG SMG7 CD55 FBXO30 ENOX1 SEH1L RAB30 SOX6 MID2 CYB5R4 KLRC2 CDH9 PTGR2 ATRX OPRK1 PDIK1L CLCN3 TRDN HS3ST3A1 MACROH2A2 CETN3 NAMPT UHMK1 ZNF618 CKAP4 ANKRD17 SESN3 SRRM2 TCF12 RBM18 CAMK2N1 FBLN7 UBFD1 LYSMD3 RBM24 TMEM131 MDFIC DCLK1 SLC36A4 RTL3 TEX2 PPM1E IL5 PCDHA5 EIF4E3 FNBP1L COLGALT2 GOLGA7 PIGA NUP153 MGA INO80 RPGRIP1L SLC2A13 MBLAC2 POU2F1 ACOX1 RRP15 LRIF1 SEC63 ATXN7 BTG3 DOCK7 SLC25A24 PTAR1 SLC25A37 KRTAP9-9 RAC1 MYEF2 STC1 ARGLU1 AASS PYHIN1 CPNE3 SPAST HIPK3 SLC30A4 DEPDC1 ZKSCAN4 PLEKHA3 TMEM241 ARID5B NCBP3 ELAVL4 SH3GLB1 CCDC102B G2E3 ADRA1A XPNPEP3 KPNA2 SLC6A14 SRI PCDH7 DCDC2 IGF1 CCDC138 PCDHA9 ZNF780A LITAF KLRC1 MYLK3 MAPKAP1 COCH KIF5B PLPPR4 NADK2 TOB2 ZNF177 ZFP91 SEC23IP EVC IFNGR2 MTFR1L SLC17A6 FCHSD2 PGM3 POLR3F SDE2 CCDC93 CTLA4 GALNT2 ARL5B GABRB2 PPP1R3B DIAPH2 CRYBG1 MPP6 TMEM132E PPP1CB MCTS1 MSI2 RNF180 SMARCE1 NRG4 PYROXD1 CCDC182 PCDHA8 ATOH7 GEM SNX7 LPAR4 WDR26 ANAPC5 PLEKHA5 LRP2BP CAPN12 LRAT SLC25A31 PCDH1 PAPSS2 PANK3 PPP3CB CAMKK2 SP4 FAM120A ME1 NFXL1 YTHDC1 RALYL COL4A2 SEMA3D SASH1 PCYOX1 SHOX AMN1 SCAF8 FAM47C ZFP28 PEX2 LRRTM2 PCDHA3 ODF2L PPP3CA IL6R AKNAD1 LARP7 TSPAN19 BNIP3L PCDH19 NPEPPS PCDHB9 IL5RA UBE2V2 FBRSL1 RAB9B ZNF730 RALGPS2 GNB4 REEP3 RNF144B SLC25A17 CDKN2AIP FH PCDHA6 ITGB8 RASAL2 FAM126A ATP2B1 MB21D2 MBTD1 CLOCK LRP6 LRRC8D ZBTB44 CD99 ICMT FGB PRKAA2 DRP2 GATAD1 HOXB2 USP44 FZD3 PPP4R3B TRIM38 PLAGL2 EPB41L5 MCUR1 CDH26 RBBP5 XRN1 YIPF5 CAVIN2 FGF5 PPIG CCL8 MICU3 RBP1 PPP1R17 MATN4 ELK4 ELMOD2 REPS2 AUTS2 ZIC5 ABCG2 CFAP52 LYRM1 GGT7 FAM162A MINDY2 ERO1B GPR15 TTPAL TMEM100 MACO1 BTBD7 GLYATL2 STAM MZT1 MAGEB4 HAT1 RWDD4 G3BP1 PCDHA13 AMIGO2 TM9SF3 ANO5 SNX16 GGNBP2 NME5 PROSER1 SEMA5A NUP98 SPRYD7 CDK6 MAP3K2 POLR2D RFX1 B3GALT2 MARS2 ABHD5 DNAJC22 GBP1 DDX43 PCDHB16 ABHD17C TPRG1 ZNF711 DCK RERG TMEM184A COBL RBM4B CYP20A1 DSG1 NABP1 FAM3C GCSH SLC12A6 PTMA ELAVL1 CREBZF TMED10 GTF2F2 CALN1 CTDSPL ELAVL2 CLEC4D FAM210B EDDM3A ARPC1B SMCO3 HDAC2 BRINP2 ALDOB GPC2 GCA VSTM2A TMED5 HEG1 GABPA GPR88 LRRC58 PLEKHA8 CEP44 PABPC3 FOSL2 DKK1 UBLCP1 NECAB1 VANGL2 PCDHA11 HMGB3 GPR180 MAP3K1 NLGN3 ZEB2 CHMP1B TCF21 FSBP ARFGAP3 MTERF3 RELT ZXDB TRPA1 BBOF1 NUDT21 PDCD4 USF3 ITPRID2 ZNF491 PCDHA7 PCDHAC1 NIPAL1 SNX9 MRPS14 TMEM170B CCDC186 C12orf73 MED12L SGMS1 POU5F1B PLXDC2 RHEB B3GNT2 CCNT2 PCDHA1 CYTIP GPC5 TPSG1 NAA50 AJUBA RNF38 PGGT1B SPTSSA GPC6 CNIH1 WDR7 PF4V1 FDX1 IL23R KHDRBS1 RAB21 RTKN2 TTC28 ANGPT1 APELA BRWD3 NSUN7 ZNF407 DCBLD1 PROK2 UBE2D1 SLC9A2 C2orf80 MED13 BMP3 SCGB2B2 PARD6B DDX53 SLC7A14 SLC7A1 SLC35F5 TAB3 DENND1B TLCD4 RB1 OSBPL3 ZMPSTE24 TRIM5 ZC3H7B WDR33 FOXO1 PCDHB4 CCNC PM20D2 PLPPR5 PHLDA1 NAA30 TBC1D23 WWC2 COL6A5 SBDS SUZ12 GARRE1 ECT2L TWSG1 BMPR2 CARNMT1 RNF157 SLC5A8 HIVEP2 MBL2 USP42 FOXN3 CLMN ERBB4 KLHL24 DNPH1 MFSD6 MAPK6 TVP23C LRRTM3 SMC5 SOS2 ASPN TRPC6 RNF44 TTC33 SFT2D3 SLC39A3 TRPC5 DR1 ZC3H6 NUFIP2 SLAIN2 PCDHA4 RSPRY1 BRD3 NAP1L5 MAN1A1 VPS26B GFM1 SOS1 LRRK2 VWA8 MAP2K1 GPR183 TMEM215 CADM1 SCAI ANAPC7 UHRF1BP1L PIGM SEC24A ADSS2 LIN7C DNAJC3 ZNF354C TRNP1 TMEM167A GSK3A METTL8 WASL BET1 FGF7 HAPLN1 TET1 ERI1 MIR570_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR570_3P SIX4 TMEM170A IFNA17 PAK3 SELENOI CBX6 CDKL5 TMEFF1 CAPRIN2 DMD SLC38A2 PRRC1 EYA4 AGO3 TENT2 BPIFC ZSCAN5A PHF7 TP63 CXCL1 TUBD1 CCDC87 ITPR2 MBNL3 FBXO3 MARCHF6 SNAP23 SSR3 TRAPPC13 NCOA5 TAC1 DNAJB4 CRIM1 SUMO1 SLC30A7 ANKRD13C TRAM1 PGR VIT CHL1 RALGPS1 RBPJ NR3C1 KPNA3 PHC3 PTPRE RAB5IF C21orf91 ROBO1 UBE2E2 CUL3 SLC44A1 SPRY2 CGGBP1 ANKRD44 QKI KBTBD4 ASB11 PURB THRB COBLL1 WDR41 ROBO2 CHD9 WNT7B P2RY14 ZNF135 SC5D LIPA HNRNPR DDX17 TPD52 RAB26 TGIF2-RAB5IF HNRNPLL SNX3 TRPS1 BBX SLC35F1 DCP1A C6orf62 UBA6 PTBP3 OR2H1 DCUN1D1 BOLL KCNN3 ETNK1 OPTN CPSF2 KAT2B SFMBT2 ZFAND5 OGFRL1 EPHA3 MSL2 ZNF326 DCUN1D2 ZBTB20 HAUS2 MSANTD3-TMEFF1 CORO2B CMTM4 PGAP1 TENM1 IST1 CCDC117 KDM6A AKAP11 ZC3H12B R3HDM1 DLG1 U2SURP GABRA6 ELAVL4 DPP4 FBXL4 ATP7A C9orf72 FNIP2 FAM91A1 GCNT2 MORF4L1 DDX5 CNTN1 TBL1XR1 FOXP2 NRP1 IFT81 MYADM ZCCHC9 UTRN NTS EFR3A FAM13C CADM2 FBLIM1 CYP19A1 FAXC FMR1 GOPC PPP1R9A HNRNPH3 GPR63 YPEL2 PPP2CA PDE7A LIMS1 KBTBD3 RO60 CNOT6 FAM160B1 CREB1 TRPC5OS SP1 PTCH1 AGGF1 PDE1C RALGAPA2 MXD1 HMGCS1 CFHR2 PPM1A CFL2 TRIM33 RHOH MRE11 SLC35D1 TRAF3 SLC9A6 LRIT2 RTN4 MACROD2 TBX3 MYO1B GPBP1 METAP1 KIAA0232 MYT1 SRCIN1 PLEKHB2 LGI2 PCDHB7 FAM126B CDYL YWHAZ CUL4B ANGPTL5 GCLM PCGF6 CP RORA DCHS2 LEPROT FBXO32 IFT20 BPNT1 SRSF6 GUCY1A2 ASTN2 SPAG9 YTHDF3 MDM4 SERPINB13 TMED2 DAZAP2 DCTN4 LARP4 HGF CC2D2A TNRC6B LRRC8B DNAJC8 PROX1 KLF8 FGF13 RAI14 PCDH11X ING1 MEIS2 SREK1 KIAA1217 SPRY1 DLD GALT TEX14 NETO1 TMCC3 PIK3C2A GIT2 ELF1 IPO11 ABL2 CYYR1 PAM LMOD3 NCOA3 ZUP1 DCLK1 CNOT7 DACH1 SERBP1 EPGN PBRM1 ARID4B CCNH GABRA4 RPS6KA6 FAM172A RC3H1 RNF182 ANKFY1 SMU1 OAZ2 TATDN2 DDX46 GNA13 SNX10 TMTC2 BCLAF1 CNMD HTR2C AEBP2 ABCC4 GPR12 PRTG EID2B SLC25A36 TBC1D9 IFNA14 SRY CALM2 PCMTD2 EIF5A2 PCLO COL25A1 MAP1B HSPA13 SERTAD2 MYOCD GPM6A NEK7 GOSR2 OSBPL8 C3orf70 CU634019.1 PLCXD3 MKX NLN CEP135 TMPO SEMA6A DTWD2 IKZF2 CAMK4 CD164 RBMS3 MYSM1 CCNJ PEX5L CERS6 KCNB1 TSPYL4 NHS GFRA1 WDR12 CHSY1 MPP5 SDC2 APBB2 PDE3A SEC14L5 FAM8A1 SPX HIP1 ZFX SLC25A46 SPTAN1 ODF3 TRMT9B COL5A2 ZFHX3 PSMD12 HELZ CWC22 GAN CHMP5 CHD1 ZNF12 CDK14 LRP12 DNAJC5 PSIP1 MCM6 CAMTA1 SBNO1 TWF1 FNDC3B MARK3 ZNF704 ENOX2 ATXN3 PRR23B TMEM139 YWHAG PLEKHM3 IFNA16 NTRK2 SEC22C FBXO30 THSD7A RAB30 SLC8A1 MIS12 ATRX BNIP2 CD1C AMER2 VAMP4 CLCN3 TP53INP1 FAM135B TMEM117 TLK1 FAT3 CEP112 GTF2H2 CUX1 FABP2 BIVM ST8SIA4 ZNF264 EIF5B FAM241A RBM26 HIC2 HECW1 CPA6 ARF1 CLNK PPM1E AMMECR1L MRPL30 NFAT5 EIF4E3 RAPGEF6 TRIM67 SAMSN1 YBX1 EML4 LACTB RGS21 IRS1 TOX3 RPGRIP1L GCN1 POU2F1 TMEM106B YAP1 USP37 GSTCD SRSF3 SNRPD3 PAFAH1B1 PPM1L EMCN PIH1D2 NAV1 DIXDC1 STAG2 CDC42SE2 PPP6R3 B4GALNT4 PPP4R1 RAB22A MYEF2 CERS3 CPNE3 ADH1B HOOK1 TMX4 BRIP1 MRTFB TMEM59 SH3GLB1 FRMD4A LYSMD2 DDO TYW1 ZBTB24 DENND1B SEZ6L USP31 RFPL4B MECOM B3GNT5 CLDN10 PCDH7 ACVR1 IPCEF1 ADNP2 STARD4 MLH3 RSRP1 KIF5B PLPPR4 NADK2 INSR C18orf25 WDR48 UBE2W GRB10 STIM2 ATP13A3 USP3 COL19A1 RAG1 XYLT1 ARL5B PPP1CB GDI2 TRAK2 AKR1D1 PTPRF ADAMTS5 ADAM10 ARHGEF12 ETV6 TENT5A CAND1 MOB4 LIN7A FAM189A1 TRIM2 PLEKHA2 LRAT GTF3C4 ATP6V0D2 ZNF468 KMT2C MFAP1 MTM1 TMEM135 SP4 SENP1 TAOK1 CA8 TEAD1 C5orf24 NFXL1 SEMA3D PHF6 ZFP28 GRIA3 EIF4G2 MFSD14A CAMSAP1 RD3L FGD4 MGAT2 FRMD5 SLC38A11 SCN7A SLC1A2 LRRC8A NRXN1 SPIN1 DCC KRTAP4-5 UBE2V2 DTX4 WAPL MYZAP FANCB FBXO6 FXR1 RIOK1 QSER1 CDS2 AIMP1 ITGB8 PRKG1 MGAT4A LRP6 ACSL3 BAG4 KPNA1 CFAP97 MIB1 ZBTB44 C22orf23 ABCD2 FGB KRTAP9-4 SOGA1 CAPS2 FZD3 TANC2 SCN8A SIX1 FAM117B SAR1B KRTAP9-2 CSMD2 CTTNBP2 XIRP2 PPIG GNAI1 RAB11FIP2 TMED7 PAFAH1B2 ELK4 MPPED2 REPS2 MAPK1IP1L AK1 CPEB3 MARCHF5 RBM25 TRIM24 NAP1L2 LHFPL5 LGR4 FKBP1A RPS6KA2 AFAP1 KLHL42 RDH11 PAN3 XPR1 MED14 C1D CXCL10 C14orf132 ZFAND1 PROSER1 NAP1L4 CDK6 DCX NOTCH2NLA SPTLC2 EID2 SYNJ1 UNC119 KRTAP9-8 ZZEF1 SAP30L TPD52L3 LYPD1 IRS2 MAP4 NDUFA10 SULT1E1 RBM4B SUB1 GPR19 ALG10 NEDD4L TPMT FLT3 TRIM35 SEPTIN2 SMARCAD1 ARPC2 ICA1L RGS7BP PDIK1L DLEU7 PLCL1 NIPA1 EFNA5 RPGR SAMD12 APPL1 DIDO1 STAM2 GABPA CU633967.1 EHD4 PRPF4B MAP4K5 GON7 CEP95 IGFBP5 GANC POTEF TRA2B SDHAF4 KCNMB4 MAP3K1 ZFY C20orf203 ALG10B MSL1 FMO4 PCDHB12 PAQR9 YLPM1 ZCCHC4 HNRNPU ST13 HTR1D TMEM170B RFX7 CLVS2 SPTY2D1 UACA IFNA10 HOOK3 NAA50 ATG14 LRRC8C DHODH SIRT1 NEMP2 XPO6 ATG12 CHST1 ONECUT2 DLX2 ZNF407 RAP1GDS1 ANGPT1 BRWD3 RAD51B LARP1B TYW1B VRK1 CU633904.1 LRPAP1 SRP9 MED13 BMP3 THSD7B ANKIB1 ANKRD50 HNRNPC SERINC5 RAPH1 FAM199X MYOZ2 MAN2A1 HLA-E KCNA4 PPEF2 TAF5L DCUN1D5 CAV2 ORC2 BPNT2 TFCP2L1 KIF26B CDK19 NR6A1 ZNF518B PHLDA1 AAK1 RAD51AP2 SLC7A11 C9orf78 SREBF2 GALNT1 ZNF519 CYP3A4 INO80D MPRIP SNX6 SNTB2 NEXMIF TLR7 PDK2 TPP2 RBM47 GOLPH3L SLC24A2 TRIP13 STRN SLITRK1 CLASP2 ZBTB41 PTPN4 SOX13 PAXIP1 CASP2 MAGI3 FP236241.1 PTS CYRIA LNPK NUFIP2 PDS5B IFNA4 PTPN12 MBNL2 TFAP2B BRD3 ZNF827 RPRD2 CACUL1 LRRK2 VWC2 WNK1 KRTAP26-1 CLDN8 TMEM215 CAMK1D SCAI COL15A1 RBM8A C3orf14 GNAS JUND KPNA4 KBTBD8 IMPG2 SMG1 LRP1B ADARB2 TXLNA RFK DGKH EXOC5 PTGFRN CNTLN UBP1 CCDC141 DNA2 CCNG2 WDR92 RASSF3 MIR5688 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5688 KDM5D AP4S1 CALU AGFG1 NR2F2 SSX2IP ATF1 SELENOI MDM2 UBN2 NAB2 KCMF1 CBX3 CAMK2G INPP4B PIAS2 GAB1 TMEM41B BPIFC SATB1 ZNF281 ITPR2 PRRG1 RAN HOXA10 SUMO1 SLC30A7 ANKRD13C UBE2D3 DCAF17 BDNF DDX3X PAF1 RBPJ HDAC9 DICER1 MLEC PCM1 PHC3 PTPRE DNAL1 TRIQK TFAP4 C21orf91 ZNF518A ETS1 PCDH20 ROBO1 FGF14 TMEM9B SLC44A1 CMPK1 DCUN1D4 B4GALT6 NCBP1 VDAC2 THRB DEPDC5 HCCS SLC41A3 MECOM RUNX1T1 ENAH TCF4 STAT1 NAPB RAB18 REV1 PRUNE2 FBXW7 NQO2 ZNF273 TGFBR3 CADM1 UBA6 DPP8 FRMD4B FIGNL2 VTA1 BMI1 AKAP12 CPSF2 DDHD2 LAMP2 KAT2B SFMBT2 ZFAND5 CNTNAP4 KCNH5 WIPI2 PHTF2 PRKD3 PDE11A PGAP1 TENM1 RMI1 SLC16A10 AKAP11 CDC37L1 ZNRF2 U2SURP UBA52 DNER MALL RBM12 CRIPT SLC6A15 TMX3 FAM91A1 GLIS3 ZNF431 PROM2 SAMD4A ZNF292 IRAG2 SMIM14 HMGCLL1 AQP4 TBL1XR1 PSAPL1 MAPKBP1 PDZD8 UNG LNPK CCDC88A BUB1 C21orf62 C3orf33 FAM169A NR6A1 NFYC CARD6 CYP26B1 HCN1 TGIF2 PTK7 CAST CEP170 GPR63 TASOR HMGXB4 NABP1 CADPS2 GRWD1 CNOT6 EXOSC8 PDLIM5 TDRD5 HJURP KCNJ13 NRXN3 CBLL1 RIMKLB PRICKLE2 FCF1 SCD5 HOXC9 LYPD6 PKD1L1 PPM1A GABRA1 CBFA2T2 PCNP MFAP3L SULT2A1 TNFRSF21 PPP1R2 ZFX PGR ZNF234 MARCHF1 GFI1 CANX MACROD2 SHOX2 KIAA0232 TLK2 KLHL8 STK32B HIGD1A NTNG1 FAM126B STXBP5 DMRTC2 TMEM47 RALGDS CUL4B RNF4 MTF2 NFIA ANKRD26 ARHGAP5 PDE4D SLC2A14 TMED9 VGLL4 KCTD10 PTK2 RPRD1A NRXN1 PHF1 ASTN2 NDUFB6 SHPRH ZNF599 CBFB TMED2 UTP23 CSNK1E SNAP25 BROX PPFIBP1 CA13 KLHL15 KIF1B MYT1L CDON HGF TM4SF1 WASHC4 NT5C2 CCDC126 KLF8 NFIB SREK1 CCNT2 ARF6 CERS6 ITPK1 SLITRK2 NETO1 BCL11A ATP8A2 TPD52L3 RPRML ELF1 CELF2 ERCC6 PBRM1 CREBBP RBM7 PPP4C MGRN1 AGBL4 SATB2 RC3H1 ACTR10 COPB1 WNK1 TIMM21 PRICKLE1 GTF2A1 BCLAF1 SH3BGRL2 SEPTIN8 EEF1E1 SGCE CNBP PRTG BAIAP2 RAET1E KDM2A PLEKHG1 SOAT1 ANKRD6 CELF1 PLCH1 NCF2 PCLO SCEL PCDH9 COMMD3-BMI1 TAF1 ZNF43 MTA3 RBM46 GPM6A NEK7 TNFRSF1B PICALM PPIP5K2 PMP22 ZNF850 OSBPL8 OPCML SPTSSB DCUN1D3 ZMYND11 PLCXD3 KIAA0513 ANTXR1 ITGBL1 NLN LCLAT1 GAGE1 PRKAG2 PHF21A RLF CHD6 PDHA1 TMEM33 RBMS3 CYTH1 SMNDC1 DUSP6 SUCO GORAB LRRC25 KLK10 PDE3A FUT1 PTEN R3HDM2 CBX5 MLLT3 MKS1 TRMT9B ZFHX3 NUP62 SEPTIN7 GPR155 CDK14 DDX3Y PAPLN CDKN2B MTRNR2L3 HSDL2 IDI1 RPRD1B NAA15 BACH2 PTPRA ATL2 FUBP1 RICTOR SLC44A5 ZMYM5 LAGE3 FNDC3B ZNF704 NRBF2 MAST4 MYNN FNDC1 DENND5B OTUD6B FBXO30 THSD7A MID2 CLEC6A PEX26 P4HA2 DDX52 MAOA NAALADL2 BNIP2 TM9SF2 OR2L13 HSP90AA1 SEPTIN11 PCDH18 COL21A1 TP53INP1 ZFHX4 UBE3A CCSER2 FAT3 SMAD9 IER2 ZNF264 SESN3 KANK4 CEP70 ZNF280D ETS2 IL25 LIFR COPS7B SEC62 S1PR3 FNDC3A ZNF592 NFAT5 GUCY1A2 PRKX GOLGA7 ANLN MAPK10 COL4A1 RPGRIP1L GPR22 MS4A18 TRIP11 KLHL11 MBLAC2 PPME1 ALS2 PDE3B SESTD1 PAFAH1B1 ATXN7 POGZ EPB41L3 PRELID3B DNAJC6 SNRPB2 HEY1 KLF3 NAV1 CDC42SE2 GMFB VPS13D MYEF2 MED12 SNRPD1 ZNF708 ZNF362 DNAH7 TMX4 EZR FGF2 ARHGAP19 PGM2L1 NCAM2 KPNA2 SPIN4 PPP6C ERCC6L2 TEX261 SKIL PPHLN1 CLDN10 WDTC1 CLCN5 TIGD6 IGF1 TFDP1 HBEGF LHX2 C18orf25 EPB41L4B FKTN MET SLC17A6 COL19A1 GAS1 EVI5 XYLT1 TESMIN MSI2 HNF4G ILF2 CERT1 ZBED4 PLAG1 FAM133A NXPE3 IL1B TENT5A TMEM64 CFAP44 CAND1 BCL2L1 PELI1 THBS2 ZNF503 VGLL3 TNC GPCPD1 ST18 SEL1L PABPC5 AK5 ATP2B2 RAPGEF6 GRK3 SHTN1 ZNF548 KMT2C CDKN1B SNIP1 BRINP1 PANK3 SENP1 MRPS10 AKAP6 YTHDC1 PHLPP2 CTNND2 PCYOX1 PHF6 NAPG PEX2 GRIA3 ZMYM2 TLE3 PPP3CA AIFM2 IL6R SENP6 STOX2 MGAT2 PNISR PCDHB9 BCAP29 ACBD7 ZNF391 FBRSL1 STAT3 AREL1 RAI2 FOXP1 QSER1 NTN4 INTS6 TAFA2 C5orf22 MBTD1 CLOCK LRP6 ITGA4 MIB1 CAMTA1 ASB5 PRKAA2 NKAIN1 FOXO3 PEX3 HIPK1 CAPS2 SYT15 PPP4R3B MDH1B SAR1B LPGAT1 ARPC1A CLIC4 FBXO28 TULP4 LRRTM4 RASGEF1B PTPN2 FGF17 FGF5 CD9 NIPBL DCAF8L1 METTL4 ELK4 MPPED2 ZNF804A SLC35F2 CPEB3 HTR2C MALT1 MINDY2 PBOV1 PLXNA4 NUP62CL WBP1L TGFB2 GFPT1 SLC35B4 ESM1 NEUROD6 NECTIN3 G3BP1 PAIP2 ZNF280B TM9SF3 HESX1 DNAAF5 SCG2 CDK6 SENP2 CPOX CMTM4 TRIM32 UNC5C SAP18 RGS17 CDC6 CSRNP3 FKBP5 ABCE1 SREBF1 PASD1 PSME3 YOD1 PRR11 CCSER1 STK17A ACTA1 SMIM7 INSIG1 PNRC1 ELAVL1 CREBZF MINAR1 CSPP1 MANEA LAPTM4A NHLRC3 ZBTB37 ZNF280C CEP76 GPR158 FAM184A ATP8A1 TNRC18 SAMD12 ATF7IP2 TESC MEX3C CDIN1 PRKAR1A KDM4A TPTEP2-CSNK1E CPNE4 DDIAS MXRA7 ARRDC3 TMEM268 MAPK9 APOL6 CACNA1D GPR180 RAVER2 NLGN1 OTUD4 TRPC1 SZRD1 SCN2A ELAPOR1 ABHD13 PAQR9 F2RL2 TEAD2 TMX1 HSPA5 USP15 EEF2K SUPT16H TMEM170B TMEM39A MED12L ZBTB20 MPHOSPH9 ZDHHC21 BCDIN3D OCRL JUN MEF2A POU3F1 SKIDA1 ALCAM NOTCH2 FEM1C ELL2 SNX30 SH3PXD2A KSR2 PIK3CB PPM1D PTPN13 TTC6 PRR23C FOXK1 ONECUT2 KHDRBS2 VEZF1 AP1G1 SFPQ VPS35 HTR1B PFKFB2 ALG10B GATA3 CFAP92 ANKIB1 DACT1 HSPA2 PRKAB2 SLC7A14 ERI2 DENND1B DYNC1LI2 ACTC1 PHF13 NACC2 PSMC6 CXCL2 ZMPSTE24 PHLPP1 GRM7 BPNT2 PTCD3 RRP1B WIPF1 NEBL DMRT1 RIMS4 KMT2A RPS6KA3 AAK1 ZNF318 UNC13C RBM20 ZFR PPM1K ITM2A ZRANB2 NPAP1 HTR1E TNKS INO80D NMT2 PPP1CB HIVEP2 LRBA NEXMIF GTF3C3 TDRD1 ARHGAP28 BMP7 GOLPH3L NFATC2 PDCL SMC5 JAZF1 ZBTB41 FZD4 PTPRJ NEURL1 SPAST DCAF16 NHLH2 RLIM PDE12 PRPF38B NDUFS2 NAT14 NUFIP2 RASGRF2 BNC2 USP32 UAP1L1 GSE1 EIF4G3 PHKG2 SPEN FMN1 STK4 SDC3 MED1 EFCAB5 RORB RDH10 CSTF3 PRDM9 KHDRBS3 SCAI KLF5 RASSF9 SEC24A UFM1 POU2F1 KCTD16 DNAJC3 ASB7 ATRN UPB1 MDC1 OTUD7B TMEM167A KIF13A CDC14A RHOU TNRC6A CAB39 DDIT4 LRRC4 DGKH SOWAHC TMEM19 FGF7 SLX4IP TMEFF2 MIR4795_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4795_3P CD84 ESRRG PIAS2 NWD1 MDM4 CREB5 CHCHD3 CHURC1 SLC7A4 AFF4 EDA2R SLCO1A2 OLFM3 SELENOI CHST7 ZNF148 ZKSCAN8 DNAH14 CASP9 ARMC1 FCHO2 CFHR3 HOXA13 SLC20A2 CCDC32 TMEM41B C17orf75 SLC16A9 GNE MAP3K7 DBNDD2 C1RL ZNF74 MOCS2 REP15 NDUFS1 KLHL41 BIRC6 TCEAL9 NCOA7 BDNF CACNA1A ANK3 LACTB2 RGR NIPA2 COA8 C21orf91 RFX4 NLGN4X B4GALT4 PGBD1 CISH CDK20 GMPPB HSD11B1 CCDC14 TNFAIP2 TNS2 NSL1 NAT1 COBLL1 LAS1L FMN2 CLEC1A RINL RIMS1 TGFBI GABRA5 LINGO1 MCHR2 CASP1 KCNMA1 DCAF13 TRPS1 SNRPN PPFIA2 CADM1 ZDHHC15 PAX2 PCDH11Y BOLL KCNN3 SLFN13 ST6GALNAC5 SMIM11B SPATA6 ZFAND5 WASHC3 MOG SHISAL1 ZBTB20 RFTN2 SEPSECS SEMA6D GRIK1 MME PPIL1 CSF2RA KDM6A PPP4R3A PPP1R12B PTPN20 SMAD9 DLG1 C6orf136 ATG16L1 CCL28 AOPEP ELAVL4 PTPRD CRIPT FABP4 SLC6A15 KIRREL1 FNIP2 MR1 ODR4 CFHR4 GTF2F1 WWC1 PDZD8 ZNF639 FUT9 CSF1 GUCY1A1 UTRN PNN EFR3A EBF1 ZNF432 SLC16A7 C21orf62 TMEM70 CADM2 RALGPS1 VWA8 IKZF2 SAE1 RO60 ETV1 PDLIM5 GSDMC HSFX3 KCNT2 VGLL1 SYS1 ATG4A AMFR MUC17 JARID2 GABRA1 LIN9 FAM111A KMT5A KL MRPL57 SETBP1 PPIL6 NRAP TRMT10A ASTN1 PTPN12 ZNF33B SUPT3H ZNF211 TBX3 GPBP1 MYD88 NFKB1 C5orf34 CFAP91 MRS2 STEAP2 RABGEF1 ZNF567 NFIA TRDN CCP110 TCAIM RORA HBS1L SPATA2 CDCA7 MAGEB5 C7orf57 GRM5 AKR1B10 FPGT GUCY1A2 MED17 METTL17 IL17D CDK13 TSC22D4 TFE3 CHUK HGF TBC1D9B IL17A IFFO1 EPHA5 FBXO25 HPN COQ9 IL7 AKAP13 IVD PCDH11X SGPP1 MDH1 EPHB1 CERS6 WDR35 TMEM182 NETO1 SH2D1A RGS10 SLC25A30 CELF2 ABCD3 CEPT1 DCLK1 EPGN GSK3B ODAPH HPS5 NCAN ST8SIA3 GABRA4 GK AASDHPPT BUB1B ZBTB21 CTDSPL2 ARHGEF38 RGS20 VPS13C ABHD18 LAMTOR3 DTD1 SH3BGRL2 AMACR DNAJB9 ANO2 CAMK2A CHST11 CA1 RASSF6 PGC ACVR2A CCDC149 CIAO2A LTN1 SNCA PI15 BRPF3 AFG1L CU634019.1 CASK PPDPFL FAM13B ANTXR1 CDH7 TMEM216 TMPO GLRB CAMK4 TMEM33 PHACTR2 CCDC25 UBE3C C2CD4A PEX5L WIPI1 KCNB1 SSBP3 IL15 TSHZ3 A2ML1 GGT6 VPS4B NOLC1 ASAH2B GIMAP8 ARL5A SETD5 NUP43 KIAA1109 TRMT9B ZFHX3 FAM168A SESN1 RXRG KLF17 CHMP5 SPATA18 CTR9 SEPTIN7 GRM8 DAP3 SLC2A11 MDGA2 AGTR2 CFAP299 TET2 LPP PREX2 RP2 TUBGCP4 BDH2 CLEC12B ZNF346 F9 SPRY4 STK17B RAB30 SOX6 REG3G ZNF224 DBF4 CASP3 SGK3 ANKRD42 MED11 RGPD5 SLC27A6 OCLN QPRT ATXN1L PPP3CA PRKD1 TRIP6 KLHL9 NOX1 CNOT4 ETS2 FXN S1PR3 CXorf38 MBP AMMECR1L TSPO2 MSRB3 TMPRSS13 SLC25A53 LMBRD2 NFAT5 REG1A ABCA5 RSPO3 DDX21 COMMD2 SAMSN1 ZDHHC20 PRKX KLHL7 FRK MAPK10 SLC2A13 ADHFE1 MBLAC2 AP3B1 MYOZ3 SGCB PPAT DOCK7 DIO3 SPOUT1 FAM155A IDS ZNF777 TRAF6 SLC49A4 FRMPD4 HOMEZ PRPF8 CHRNA5 STC1 USP14 ADAMTS6 BTLA SPAST TMX4 UBE2W IL11 PKHD1 RECK GOSR1 MAT2B FGF12 CHD1L MID1IP1 ATG7 PDE7B DENND1B CYP1B1 JPH1 NXF2B DERA TBCA PCDH7 DCDC2 BRAT1 C8orf34 AIG1 MBOAT1 FNTB LUC7L2 TMPRSS15 CORO2A C18orf25 ANTXR2 EEF1AKMT2 DTL MIPOL1 HYDIN HMCN1 PNLIPRP3 PEX13 METTL25 GABRB2 CDC5L FAM216B IL1F10 RANBP3L FABP3 NHLRC2 RGPD4 ARID1A BICD2 GNB5 DLK1 CHEK1 HOXB6 UNC5D EXD2 NEGR1 KCNH2 GLIPR1 KIAA1549L ADCYAP1 GOLGB1 FAT4 LCE2C TNC SLC26A7 BCO1 ISL2 HOXC8 ADH4 EIF4A3 EPS15 COL12A1 NFXL1 NCK1 SEMA3D FBN1 FLT4 ZNF135 PATE1 TAOK3 NIBAN1 LARP6 CNTN1 TCIM OSTF1 MAK ANKRD29 BCAP29 UBE2V2 TCEANC2 FBRSL1 FBXO6 ZFC3H1 FAM78A SCRN1 M1AP ZNF695 NR1D2 VPS13A RASAL2 C9orf153 NUP133 CALHM1 MBTD1 HMOX1 ANXA8L1 TFEC EIF4A2 XPO7 MXRA5 CCR1 NXF2 LCE2B RELCH CYS1 GATA3 YIPF5 MMS22L CAVIN2 SMCHD1 XIRP2 CMSS1 IFI44 PPIF ABI1 REPS2 TEX14 NCAPH ZIC5 MYBL1 TNN EGFL6 ADAMTS4 SRD5A3 DYRK2 ZNF703 MAP9 PLXNA4 TMEM100 MRPL13 MYO1B ENPP2 NEUROD6 SRFBP1 RWDD4 HNMT GRB2 CPSF7 GRIK2 HECTD2 BAIAP2L1 FMC1-LUC7L2 ATP5IF1 MAP3K2 CDC14A NPTXR DUSP28 ERICH4 TMTC1 IL36G RPSA ZNF333 FGG SYNPO2 EPOR FAP TCTN1 PWWP2A PNRC1 YIPF6 PPP1R10 HSPB8 ZBTB7C MINAR1 ELAVL2 CLCC1 TRADD AHR MEX3A HOXB5 PSMA1 APPL1 GFRAL INPP5D STAM2 MMP20 ARSK ARSJ TMED5 GABPA USP45 CU633967.1 SMIM11A TNFAIP8L3 RGPD6 UBLCP1 TMEM266 MTAP GSTA3 ESRP1 TDO2 PPARGC1A TNFAIP3 ERVV-1 TMX1 GPR137B ALDH1L2 AKAP4 DYNLT3 ATP1A2 SFRP4 SHH TMEM170B CCDC186 FZD2 SULT6B1 NPAT HERC3 C3orf80 NXF5 LMO4 TCHH LDLRAD2 CNTNAP2 TMCO4 CEACAM1 HOOK3 EXOSC9 PPBP TOB1 WFDC13 GPATCH2L DNAJC1 KHDRBS2 ONECUT2 THAP3 VEZF1 ANGPT1 BLZF1 BRWD3 MGAT3 CU633904.1 ANXA8 EREG VPS35 LRRC74B BMP3 SLC45A1 UGT8 SETD9 FRYL C11orf87 SHISA3 EPHA7 SLC7A14 GLS C11orf45 FAM71B SNURF ZBTB8B TLCD4 MEF2D MSR1 NACC2 PTGS2 ACAN ATG3 UBA3 RSBN1 RTN4RL1 ARMT1 MFAP4 CCSER1 SRSF12 ATP8B1 KMT2A GARRE1 ZFR KRCC1 WDR64 ANKDD1A RGPD8 MMRN1 MMAA MIA2 LRRTM3 CCDC13 ESCO1 HECA JMY VCPIP1 ZBTB41 PTPN4 MARCHF3 FP236241.1 LACC1 TRIM8 DYM NPAS2 FBN2 TRPC5 SERPINE1 SPATA4 COL11A1 NUFIP2 CALCB FRZB BRD3 MAN1A1 MACC1 LRFN4 RABL3 HSPE1 VWC2 IGBP1 LRRC55 GLE1 ARID2 ERGIC2 EFCAB5 PDZRN4 ACVR2B CALHM3 ZIC2 POGLUT2 ARL11 FYB1 ALS2 L3MBTL4 CEP57L1 GLYAT QRSL1 MLANA SYT10 POFUT1 FGD2 USP12 TMEM19 L2HGDH TECPR2 GJA3 FGF7 ZNF208 SYNJ2BP TET1 TYRP1 ISCU MIR548E_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548E_5P MINK1 MDM4 CREB5 SIX4 AFF4 ZNF148 UBN2 ZNF280D FCHO2 TENT2 GPRC5B ZNF423 ZNF281 PTPA ADIPOR1 CTNNA1 RETREG1 ADARB1 BIRC6 GZF1 RCAN1 BDNF HIVEP1 LCA5 HDAC9 NR3C1 PCM1 RSKR PAX5 SPCS2 PHF19 B4GALT6 H2AJ ANKRD28 SGCZ PRPF40A ADCY9 RUNX1T1 SLC13A1 NAPB ANKRD13A SOWAHA RAB18 MAGT1 HNRNPR CCDC18 ZNF117 ATF2 STRADB ZMYND8 CEP57 BBX SAMD5 CTNND1 BLCAP PPFIA2 DCUN1D1 CCDC47 BOLL PTBP2 ZC3H11A WDR75 LMO3 RNPS1 DNAJC11 PRKG2 GSE1 FBXL3 SFXN1 PPP1R9A NCOA1 HCAR1 ZBTB20 RFTN2 CASP8AP2 LDLRAD3 ARHGEF9 RGCC MME ARHGAP29 KDM6A CTBS YAP1 DPP4 SMAD5 E2F6 CENPBD1 CAVIN1 DGKE TBPL1 RAD54B UBE2H PPP2R5E SEC61A1 FSD2 ARPP19 ASZ1 TBL1XR1 C8orf88 IPO11 CPEB2 EFNB1 NR2C2 GPATCH2 FAM122B TNKS2 SRGAP2B PUM2 LNPK IRF2BP2 PLSCR5 NSMCE2 CADM2 UBE2E3 CADPS CEP97 FMR1 TET3 DOCK9 ZNF200 GPR63 GPM6B IER5 MYLK LEMD3 HMGXB4 HCFC2 RIMS1 CNOT6 CREB1 SP1 PAPPA RBL2 HERPUD1 RIMKLB TRA2A TSPYL5 ORMDL3 GABRA1 KMT5A HEPHL1 MFAP3L RPL13A TES CCSAP DPY19L3 ACBD5 CSNK2A1 CYRIB POLR1B POLR1F ADAM12 KRCC1 PEX7 TLK2 RAB6A EIF2S2 MDM1 PCDHB7 B3GLCT STEAP2 TIAL1 CDH11 FAAH2 PRLR NFIA ARHGAP5 SULT1B1 ESR1 RAP2C RORA COL3A1 ASAP1 CDCA7 UBE2V1 CTTNBP2NL STXBP5L KCNV1 IPPK ARAF EEA1 EMILIN3 BPNT1 GUCY1A2 ADAR SPAG9 CBFB KIF17 CDK13 SORCS1 COL22A1 USP25 SLC4A7 PAX3 MYT1L LARP4 CHUK SAMD9L N4BP2L1 STK26 TNRC6B RAMAC TENM1 PRKACB CCDC126 GALM PCDH11X CTTN PRKAA1 ATP2A2 C18orf63 ARF6 TMEM182 SLITRK2 PIK3C2A CELF2 RRAGC KALRN FAF2 MBD5 NCOA3 REXO2 PEG10 NME7 NPTN LRCH1 PIP4K2A RC3H1 NFATC3 ZNF737 NOL4 KRT8 VPS13C TAF12 ZBTB18 FNTA GTF2A1 TMTC2 TSC1 ATXN1 ZCCHC3 KLHL28 VCL GPATCH2L CALM2 EIF5A2 FOXP1 MAP1B CHIC1 TAF1 RFX3 HCN4 IGSF3 PID1 HNRNPM PLAA OSBPL8 PARP11 UFSP2 BAMBI SKP2 RIC1 ANTXR1 CDK5R1 RNF169 NSUN2 SYT4 CPXCR1 NPFFR2 PRR32 BHLHE22 DIAPH3 CSMD3 UBE3C KCNB1 STX6 NEBL TFPI APBB2 EGFR CNOT6L PTPN3 SV2C PACS2 SAR1A MAMDC2 RDX CASP8 KIAA1109 PPP1R1C SESN1 KDM7A SPIC JAM3 THOC7 FRMD6 BACH2 GOLGA2 PSIP1 MCM6 KLHL7 RNF217 PREX2 SYTL4 STARD9 DCAF12 ADI1 KRT5 MAST4 SCNN1G RC3H2 KLHL2 KMT2E ORC5 RLIM CTCFL PLD5 TAZ C11orf95 PTPRG HNRNPC ISOC1 RTRAF PXN UBE2G1 SEPTIN11 TMEM248 ITCH MACROH2A2 NFATC1 ZNF618 TUB SNX13 RNGTT ZNF99 KATNAL1 ARNTL SENP7 LIFR TMEM131 DCLK1 AK9 SLC36A4 SH3BGRL PPM1E FNDC3A PEDS1-UBE2V1 FLYWCH2 EIF4E3 ABCA5 ATF7IP SRSF11 CCDC71L FREM2 LACTB ESRRG RBPMS AP3M1 TOX3 RPGRIP1L LEPR SLC2A13 TRIP11 MBLAC2 TMEM106B PDE3B DTNA SRSF3 ATXN7 FOXJ3 PPM1L AFTPH RMND5A RAB23 HERC3 RAB4A NAV1 DIXDC1 GMFB SIAE TRAF6 CERS3 KPNA6 MPPED2 HIPK3 UBE2W BRIP1 ZKSCAN4 NCBP3 GOSR1 EMC1 CSTF2 BCLAF3 PGK2 USP31 PCSK1 ZNF780A LUC7L2 ILF3 CORO2A RAB3GAP2 CEP57L1 CTCF ANTXR2 ZFP91 FLII MOB1B BICRAL EHHADH COL19A1 LEF1 CELF4 ARL6IP1 ZNF718 ZHX3 MSI2 HNF4G KRTAP19-3 DCP2 DCX ZNRF3 CARF DMXL1 NEGR1 NXPE3 ADAMTS5 STK40 ADAM10 GOLM2 MAP3K20 FAT4 ATP4B SKA3 LGR5 RPAIN ILRUN VGLL3 DIAPH1 CLRN1 UBR7 HOXC8 N4BP2 C6orf47 ETS1 KIAA1671 SUN1 RRM2B TAOK1 C18orf25 MAFK SLC16A1 MECP2 SPIN3 PDE1A PCNX1 PHF6 ST6GAL2 MNDA LCOR RD3L FGD4 PCDH19 TMEM101 SOCS5 DOCK4 ARHGAP6 SDC1 ZHX1 SRSF1 WAPL XKR6 MCF2L RAB9B GNB4 ZBED2 ATE1 MAGEB3 LARGE1 QSER1 NR1D2 MICAL3 DCBLD2 ATP2B1 CLOCK BAG4 KPNA1 MIB1 MAU2 PRKAA2 HABP4 HIPK1 DNAJC10 SLITRK4 LYAR FZD3 PDZD2 CHD7 PLAGL2 BNC2 LPGAT1 LRRTM4 NUP37 SPRR3 DYRK1A NDN TENT4B RAB11FIP2 LRCH2 KLHL20 VASN REPS2 BTF3 MAPK1IP1L PER2 TDRD10 SAMD8 SAMD4A NDFIP1 ERO1B IGF1R SLC35B4 PLPP3 VIM PPP2R5A QKI SERINC1 SNX18 MTF2 SLC38A2 CHRNA7 RAB6C ZDHHC2 CALCRL MAP3K2 ANXA2R PIGW SPTLC2 ARHGAP42 TMTC1 RAPGEF6 NF1 FRY EED SLC12A2 GLCCI1 PAPOLG FAM76B CACNA2D1 PDE10A PHF14 SFT2D1 SLBP SPINK5 RALBP1 CYP2U1 LANCL1 ELAVL1 DIP2A KATNBL1 G0S2 GOLPH3 BOD1L2 UGCG NME1 CDH2 TMEM161B UGGT1 AHR ZNF436 RAB12 AK4 MEX3A PYURF CIAO2B DEK SYNJ1 PCDH17 ZSWIM6 GCA PMP22 TOR1AIP2 MARVELD1 PRKAR1A POLA1 PIGA CASP2 RBMS3 TXNDC16 PCYOX1L CLK2 PLEKHA8 PRPF4B LHFPL2 DOK6 ZNF107 RBM47 RRAGD RING1 UBLCP1 GSPT1 TMEM30A BAZ2A ABL2 BAHD1 ALG10B FSBP ABHD13 CLASP2 NUCKS1 CCDC85C UBQLN1 EEPD1 PRSS12 LSM11 SGMS1 SETD7 ZDHHC21 EIF3A SIX2 NAA50 SPPL2A RIMBP2 RNF38 TMEM65 GABRG3 GPC6 TLR8 RNF138 RAB21 TTC28 ONECUT2 ZNF407 BRWD3 RAB6D HAUS2 SETD2 ZNF138 PPARGC1B BRI3 MED13 TIGAR STON1 BMP3 GALNT16 CCDC82 FRYL THSD7B NETO1 AGO4 PRKAB2 FLRT2 GLS FAM199X JOSD1 USP30 TLCD4 RB1 KDM5A ATP1B3 LATS2 SLC25A15 BPNT2 RSBN1 WDR33 ZNF813 FRAS1 ARMT1 TXLNG RBPJ CDK19 ZNF518B ZHX2 CD36 VSTM2A AAK1 C5orf46 NIPSNAP3B UHRF2 ZRANB2 NYAP2 NPY1R KCNH7 TMEM26 NSD1 CDKN2AIP BTBD3 AVPR1A DPP8 SNTB2 PCDH10 GK5 CARNMT1 KCTD9 CCDC28A LOX STRN JMY NLGN4X PHIP NAA25 SIPA1L2 NUFIP2 CREBRF CSNK1G3 SLC6A6 NAP1L5 ZSCAN2 CACUL1 CXCL16 MAP7D2 NPTX1 ZW10 KLF9 NOM1 SMPD3 CDK12 MAP2K1 C5orf15 MXD1 AMOT G6PC2 GOLGA3 ATXN3 SCLT1 TXNL1 LIN7C INPP5F KANSL2 ICA1L TET2 PPFIA1 PTPRT ZMAT3 SYT10 ARHGAP26 TRPC1 FBXO42 TMEM87A GADL1 EXOC5 UHRF1BP1L FGF7 ABLIM1 PURA TMA16 MIR5696 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5696 HFE AGFG1 IPO5 MBTPS2 CHURC1 MUC15 AFF4 ELN BRME1 RWDD3 CHN2 PLS1 PRRC1 ELAPOR2 PIAS2 RGS5 TP63 ELP4 IL6ST LIMD1 UCHL5 CA2 MAP3K7 MBNL3 MARCHF6 PRRG1 OGT STAM NDUFA5 SSR3 NCOA5 OXR1 TFEC TMOD2 BIRC6 UBE2D3 RUFY2 NCOA7 TMEM178B LARS1 PCM1 PCDH20 GRIA2 HTR2A ZNF331 ANKRD44 QKI TUSC3 ANKRD28 DPH7 B3GALNT1 DNAI2 KDM3A ROBO2 JADE1 TNFSF8 TCF4 LPAR6 SEC24B FBXW7 KCNMA1 MOB1B ZNF532 BTBD9 CACNB4 GDF9 PPFIA2 GLS C6orf62 NET1 MTDH COX18 VASH2 ETNK1 ZNF84 PHACTR3 KAT2B CT47A9 SFMBT2 ZFAND5 PRPS2 WNT9B SYNJ2 OGFRL1 MSL2 SORBS2 EDNRB UBL3 UBASH3B SECISBP2L HUWE1 DSC3 HELZ2 IGHMBP2 IPO7 CD163L1 ATE1 CT47A2 CRISPLD1 RANBP3L CTBS CAB39L DIO2 SNAP25 PAIP1 ELAVL4 KRT72 SMAD5 TMX3 UHRF1 GLIS3 TRAK1 ZBTB10 SOX30 DGKE ZNF292 DDX5 SMIM14 USP38 HELQ DNAJB14 HBS1L TBL1XR1 FRS2 UBR5 TCF7L2 OVOL2 SH3BP5 CHCHD7 NTS GPR65 BRCC3 CYLD TRIM37 TAX1BP1 HDAC8 CADM2 MARF1 RASGEF1B RBM41 ZIC3 ACIN1 PRDX6 AKTIP MYO6 FAM71D HCN1 TET3 ANKRD36B UGDH PPP2R3A LIMS1 CADPS2 NTAQ1 LILRB5 CREB1 PKIB TDRD5 GXYLT1 NRXN3 GIMAP1 RHOQ GASK1B SCD5 DPYD CD180 PRDM10 HACD1 SH3GL3 VCAN CBFA2T2 RMDN2 VAMP7 LIN54 MARK1 ZFX TDRP SEM1 PRKAG1 JAG2 GPBP1 ZXDA C2CD5 THRAP3 PHKB SCUBE3 ADGRE2 HPCAL4 FAM126B TMEM200A STXBP5 FUT2 RABGGTB CUL4B RABGEF1 ESR1 SGIP1 HTR7 SORBS1 EIF2A NCEH1 PDP1 MOB3B KIAA1522 MLPH FBXO32 RB1CC1 DBT SLC25A16 SMARCA5 GUCY1A2 AFF2 HOXB7 EEF1A1 CXXC4 DCUN1D5 RBFOX1 KANK2 CUL5 ANXA2 USP25 RTN1 PLEKHH2 DCTN5 STK26 CALHM4 POC1B ING1 FSD1L SNX2 ELOVL6 GYS2 KIF2A DAB2 IRF2 TMEM220 FAM131B AHCTF1 MPZL3 GSKIP SP110 SNTG1 RPS6KA6 KCTD12 SLC4A4 TMF1 RC3H1 PMP2 IGSF10 CPPED1 CTDSPL DDX46 RNFT1 OR51E2 GSPT1 TSPAN6 FLI1 DCAF10 GJA9 ACTN2 SHLD2 ZNF655 PRTG FBXO21 EIF5A2 MAP3K7CL CDV3 CHSY3 CHIC1 RFX3 ZFP69 ACVR2A NEK7 TATDN3 NAP1L1 AFF3 CNGA3 ADD3 GNAS MKX ITGBL1 NLN RAB3B FOXN2 FAR1 GPR34 PHACTR2 UBE3C EPB41L5 LCP1 IQGAP2 PDE3A POMGNT2 LSAMP ATP1B1 TCEANC KIF21A GRK5 MIER1 RRH NUP43 PRKAR1A APIP COL5A2 ZFHX3 MTOR KDM7A GPR155 MINPP1 VPS50 MTRF1 SPIRE1 SLC6A11 MDGA2 DDT ARHGAP10 IDNK RPRD1B DTNA BACH2 UGT2B4 FUBP1 PJA2 PREX2 CLEC12B ZNF710 ZNF704 LANCL3 PKN2 HSCB REPS1 SREK1IP1 SOBP OTUD6B KRBOX4 THSD7A RAB30 CYB5R4 DRAM1 PIK3CA NAALADL2 JRKL EXPH5 ZNF175 VAMP4 NOP14 EYS SDCCAG8 CCSER2 FAT3 NAMPT SNX13 EDN1 IRX1 TCTEX1D1 SPEF2 LYSMD3 ADGRB3 ELMOD1 CXCR2 TDP2 FBXL5 RSPO3 NKTR SSPN NRAS IRS1 MAPK10 TOX3 IGSF11 ACSL5 KLHL11 ATXN7 SGCB ATP8A1 SLC25A24 PPM1L RMND5A SLC5A3 CRACD USP7 SKI IL1RAP ANOS1 ALDH1A2 TBC1D4 FRMPD4 MYEF2 AASS WDFY3 TCF20 HIPK3 SLC30A4 DEPDC1 TMX4 TMEM241 SPTAN1 MAT2B MYRIP PGM2L1 CPT1A CT47A5 NEMP1 SFI1 DCP2 DMGDH CAMK2D B3GNT5 TBCA ZNF528 TMEM169 DCDC2 OGN PPP1CC SHC4 BTBD10 ZNF430 NSF SLC38A1 KIF5B PA2G4 SLC6A1 FKTN NOVA1 MET ZBTB49 PPIE SLC35G1 TCTN2 ALKBH3 RNF212 KLHL5 CDC5L SLMAP ZNF202 MCTP2 TRAK2 SYPL1 USP9X TPR ZNF326 DCX ZNRF3 TPK1 SEC61G ADAMTS5 TMEM62 FAM210A SPATA12 TENT5A ADCYAP1 CEP350 INTS2 ILRUN TRIM2 ERBB4 TMEM135 KIAA1841 TEAD1 KCNH8 YTHDC1 MAB21L1 PHF6 RIN2 ST6GAL2 DNAJC27 SPINK8 TMEM45A LETM1 LRRTM2 SLC27A2 STOX2 DDX60L MEGF11 CT47A7 KIF16B SPOPL XKR6 GLIPR1L2 DNAJA1 NDFIP2 DENND4C ITGB8 SLC25A26 ARL15 ARHGAP21 RAB33B LRP6 ITGA4 GPHN CAMTA1 CT47A1 C5orf47 PRKAA2 GATAD1 HIPK1 RNF11 FZD3 FZD8 GLRA3 UBE2G2 LPGAT1 CT47A10 ENTPD7 LIMA1 KCNJ2 NCKAP5 SERPINB10 PLAC8 SCN11A EDA PCNP MOSPD2 FGF5 MARCHF7 ELK4 ABCG2 SLC24A2 ITFG1 CDC73 ERO1B AMD1 APC GLYATL2 CTSO C1D NECTIN3 SERINC1 FAM83B GRIK2 GNAI3 CPD ANO5 BAIAP2L1 UBE2Z HDX TMEM229A CALCRL NAPEPLD LZTR1 TMTC1 ZBTB1 SLC10A2 PAPOLG FAM76B ABCE1 CT47A3 GPR84 CT47A8 SDK2 ELAVL1 TMEM35B MS4A2 TLR5 GJA1 MIS18A DHRS12 ZFP14 ZFPM2 MAGEE1 STRIP2 GABPA B4GALT7 PRPF4B FANCF DOK6 MAP4K5 TTLL7 DUSP10 TRUB1 STRBP MAPK9 GPR180 ARMC2 EPHA3 PNPLA8 MTAP ARFGAP3 MTERF3 ABHD13 TMEM38B CLTC NUCKS1 AK7 RND3 TMEM170B LSM11 NUFIP1 SULT6B1 SQLE ADGRF1 MED13L WHAMM HOOK3 NOL3 TDG ELL2 ERO1A RIMBP2 OPRM1 BCL2L15 PDAP1 UBE4A USP49 RTKN2 ONECUT2 DHX58 PTGFR BRWD3 HNRNPH3 KLHL6 ZNF385C UBE2D1 SLC9A2 MMGT1 TCP11L2 CT47A11 FBXW2 LRATD1 BCHE CCDC82 FRYL GPC4 KIAA0408 TLCD4 POLR3K OMG ACTC1 HMX1 CT47A4 PTGS2 NR2C1 ADCY7 MRPL50 YTHDC2 WWC2 RPS6KA3 GLT6D1 PTBP2 F13B STK38L RHOJ RBM20 CT47A12 TMCO3 UHRF2 CEP126 NYAP2 EMC6 KCNQ3 ZNF519 NPY1R HEY2 TNS3 GNG12 SNTB2 NEXMIF TPP2 MMRN1 MFSD6 PTCHD4 LRRTM3 OLIG3 JAZF1 JMY ETAA1 YES1 PHIP NLGN4Y SNX4 CHAF1A TTC33 IMPACT CT47A6 ENPP4 MRPL17 KLHDC10 ERP44 HFM1 PRPF38B NUFIP2 MEP1A CYBB CACUL1 CLIC2 SMIM15 CHAC2 WNT2 ZMAT3 ARMT1 CLDN8 GABRB2 SCAI ASXL3 MOXD1 SNCG CD1B LRP1B ADARB2 SENP6 ARHGAP35 DGKH IL1A FOXA1 MIR340_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR340_5P EVI2B BTBD1 GUCY1B1 PRDM16 SLC30A6 RANGRF ATF1 CTCFL SELENOI CDKL5 DMD STOX1 BVES RBM24 TP63 ITPR2 MBNL3 RPAP3 OGT MYLIP SSR3 TNFAIP3 STXBP4 CEP290 SLC30A7 DPP10 NDC1 BCL10 ELOC GALNT18 IRF2BP1 DGKH PTPRE C21orf91 PALLD RPS6KA5 QKI ASAP2 HSD11B1 ANKRD28 COBLL1 MYL12A PCMTD1 ENAH SLC13A1 LRRC18 FHIT ZSWIM5 SNX3 KIAA0586 BLCAP MCMBP DCUN1D1 TMEM74 CCDC47 ETNK1 SLC11A2 TBC1D15 RHOA KCNH5 FBXL3 SFXN1 EPHA3 BCOR SORBS2 PRPSAP2 PLPPR1 EDNRB UBL3 SECISBP2L ANKRD40 GYPA PHTF2 LUZP2 REST TENM1 IPO7 ZC3H12B RGS4 ICE1 TNS1 CTBS FRS2 PAIP1 ELAVL4 TMX3 FAM91A1 TAFA1 DLL4 DLC1 ZNF292 DDX5 HELQ TBL1XR1 DYNC1I2 NR2C2 JRK RADX TNKS2 PUM2 UTRN ANKRD62 CYLD GALNT13 URB1 CADM2 RBM41 RAD50 ARFRP1 CYP26B1 SUZ12 SLK XPOT SHCBP1 CARMIL1 ZNF507 ZNF417 SV2B HNRNPH3 UGDH IRAK4 SUMO2 FAM160B1 CREB1 SLC4A7 TUBE1 CILK1 KCNJ13 PRELID2 TTC8 SH3GL3 LIN9 PRDM1 ARHGAP6 LIN54 MRE11 PGR MTX3 MINDY3 TRRAP GNAL SLC30A9 ZXDA C2CD5 NFE2L2 MACF1 ULK4 ZNF587 ZFAND4 PDE4D TOGARAM1 RORA ARID1B SGIP1 KAT6B LHX1 GRIA4 MAP4K3 BMX SNRPB GRM5 MKLN1 RNF111 KIAA0895 RB1CC1 LPCAT1 GUCY1A2 MED17 CLIP4 OLFM3 ZNF239 SPAG9 YTHDF3 ZNF599 RNH1 SERPINB13 MTR DUSP18 KRT80 CEP120 KLHL15 USP25 CAMSAP2 CDON PDCD6IP IL20RA NDNF SLCO4C1 FSD1L SGPP1 PLAAT3 USP1 ZNF652 MFSD9 PIK3C2A SIVA1 ARMC8 TMEM220 AHCTF1 CAV1 DEPDC1B SVIP CEPT1 SERBP1 RBM7 RPS6KA6 HSPH1 ZDHHC17 TNFSF10 PSAT1 ZBTB21 ARHGEF38 NFATC3 BLOC1S6 HHEX IGF2BP3 TBX5 PUM1 USP38 ACTR3 USP24 MAGOH ANO2 SGCE SCN1A CDH12 DCN RAB3C APLN ANKS1B VPS54 EIF5A2 COMMD3-BMI1 PTX3 CHIC1 CCPG1 CADM3 E2F8 TOM1L1 VWA2 NEK7 LMO7 XRN1 PMP22 C3orf70 SLC33A1 CASK SPTSSB FAM13B SKP2 NPNT ERLIN1 REV3L CHD6 PLXND1 PLEKHG4 FOXN2 EIF3J TMEM33 VAV3 IQCK WDR12 RAP1A ATP1B1 TSHZ3 PNO1 CXCL14 PXYLP1 FBXO8 NT5C1B-RDH14 TCEA1 PRDM11 ARL5A MAMDC2 RFC5 TRMT9B CXADR CWC22 NRARP MFSD14B VPS50 JAM3 VPS37A LRP12 FRMD6 SACM1L HS2ST1 TET2 LPP PSIP1 YAF2 IFNG RNF217 RP2 SYTL4 DCAF12 PKN2 HECW2 RAB11A STK17B KCNJ16 MAP2 SNX5 FBXO30 SEH1L CDH9 PIP4P2 TNIP2 PIK3CA BARD1 MDM1 ZNF713 PDIK1L TMEM248 ISCA1 SS18 HDLBP DBR1 DNAI4 ITGAV CETN3 KCNS3 SLC36A4 RIOX2 PPM1B PTK2 ADGRB3 AMMECR1L MSRB3 NFAT5 GOPC DBF4 CALM1 BOD1L1 CCDC71L GDAP2 LACTB SLC2A13 FGF13 CBLB POU2F1 TMEM106B MAPK14 YAP1 DTNA SEC63 IRX2 ATXN7 SLC20A2 OSBPL6 SLC25A24 ANGPT2 MTFR1 PHC1 MICAL2 IDS KIF14 HERC3 CPNE8 ESYT2 DIXDC1 RORC CDC42SE2 SH3KBP1 ZNF829 LRP5 SLC49A4 PRKAR2B CASP1 STC1 ARGLU1 SLC30A4 BRIP1 BAAT PLEKHA3 ZNF543 FGF2 MYRIP FGF12 PGM2L1 NCAM2 PRKRA G2E3 PRKCA DNASE2B EPAS1 ZNF513 PGM2 C1QTNF3 TNFAIP6 SLC6A14 DENND1B LDLRAD4 JPH1 SCARB2 RHBDD1 SKIL GLMN C8orf34 GBP5 FGD6 MLH3 TFDP1 NENF CEP57L1 ADIPOR2 IGFBP3 STIM2 ATP13A3 PKNOX1 PGM3 HMCN1 TMEM120B ANKRD12 PPP1CB HNF4G SHISA5 USP9X ARID1A DNAJC25 CREM MCU DCX STT3A TRANK1 ADAMTS5 RAB27B ZNF10 VHL TMEM64 GOLM2 C1orf35 FAM174A PELI1 ZNF503 INTS2 C14orf28 VGLL3 TRIM2 BRD1 DYNC1I1 SMAD2 ADGRL3 PPP3CB GREB1 LEPROT SUN1 RRM2B ARG1 SUCO SLC12A5 CHUK EWSR1 SELENOK ENTPD1 FBN1 AP3M1 ODF2L GPR137C CREBL2 CCDC68 SENP6 POLK SCN7A SLC1A2 KIF23 RIC1 BDP1 UBE2V2 NDFIP2 ZFC3H1 POPDC3 SCMH1 QSER1 NR1D2 ITGB8 ABHD3 BMP4 CYFIP1 MGAT4A DCBLD2 MTMR10 ATP2B1 GRK2 MBTD1 PWWP3B ITGA4 CFAP97 MIB1 ZNF471 C5orf47 PRKAA2 MEGF9 HOXB2 DLGAP1 SLITRK4 FZD3 ZSCAN29 TANC2 CERT1 TNKS1BP1 CLIC4 ZNF736 SERPINB10 UNKL CTTNBP2 SENP7 MMP16 SMCHD1 TENT4B HHIP SLC25A12 VASN COPB1 EDIL3 TOX2 MAT2A SYDE2 MYBL1 ANKRD13D ERBIN DYRK2 ITFG1 CDC73 ERO1B GPR15 LIN7A MYO1B MZT1 PLAT STK26 MED14 C1D HOXD8 SELENOT ALDH1A3 CNEP1R1 HPS4 IPMK CC2D2A WDR44 ZNF385B DDX58 MAP3K2 XPO4 LRRCC1 OSTM1 TMTC1 TTPA ADPGK LATS1 SLC12A2 PRPF40B SAMD13 PLAUR DLG1 PCGF3 FAM76B ADAMTS19 CACNA2D1 RGMB TRAF3IP2 CCSER1 CDKN2AIPNL MET SUB1 SLC28A3 TMPRSS12 TOPORS ZFYVE16 EPPIN PTP4A1 KCNK1 ZBTB34 ELAVL2 LSG1 SMARCAD1 MANEA PLD1 ZBTB37 VSX1 AHR PPRC1 RPGR SAMD12 H3-3B APPL1 ZFPM2 ZSWIM6 TRIP4 LHFPL6 ZCCHC14 MTPN NCKAP5 GABPA TIAM1 EIF2AK3 BTAF1 HIRIP3 RBMS1 VCL CEP44 MAP4K5 TOR1A ASH1L APOL6 SDHAF4 G3BP2 OTUD4 C20orf203 ALG10B ABHD13 EVC2 ZXDB KRR1 TDO2 EXO1 NUCKS1 CCDC146 HLA-DMA C7orf57 ALKAL1 RFX7 CLVS2 MED12L C3orf80 EN2 LCORL LAMC1 ZDHHC21 EIF3A PLXDC2 RUNX1T1 MED28 HOOK3 ALCAM SLC5A12 TDG FEM1C RIMBP2 RUNDC3B PDE4B WDR43 PIK3CB GNA13 FDX1 CAPN10 ITGA9 ARHGEF6 ONECUT2 TACR2 BRWD3 RAB6D LSM8 UBE2D1 HLTF TCP11L2 E2F7 ACAP2 MED13 NPAS4 ARL4C THSD7B ANKIB1 FGL2 AGAP1 YY1 SATB1 TAB3 SIRPB1 TLCD4 GSKIP RIC8B ACTC1 PGRMC2 BMPR1A SMIM17 KCNA4 CACNB4 BPNT2 RTN4RL1 FRAS1 ATAD1 PCDHB4 MRPL22 NR2C1 GLYATL3 PLPPR5 HERPUD2 ATP8B1 PHLDA1 POLI TBC1D23 CD36 SLC7A11 NOG TWSG1 CWC25 INO80D MAP7 OGFRL1 TMEM26 SPIRE1 CLINT1 CBR4 SNX6 GNG12 GJB6 SPOCK2 WDR64 NEXMIF GK5 TPP2 MMAA MSTN NFYB UBR3 ITGA6 IQCJ NCAPD3 ZBTB41 PEDS1 YES1 PHIP BEND2 KIT KLHL4 NHLH2 CAPN7 SRGAP1 ATP6V0C SWSAP1 POGZ ERP44 DR1 FIGN ZC3H6 FRZB CREBRF YOD1 WWC3 SLC25A32 MAN1A1 ANGEL2 LRFN4 SMIM15 MFHAS1 FER KAT6A NOTUM TAF8 ATXN7L2 GNAI1 TBC1D8B MYO10 POGLUT2 NR4A3 ZBTB11 VMP1 TMEM245 TMEM108 SF3B1 ALS2 IER5L N4BP2 ADAMTS1 IGF1 ASB7 ZNF831 NUP58 ISG20L2 CABP7 TCF21 LRP1B WWTR1 NPAT RFK SSH1 IDE EXOC5 GJA3 CNTLN FGF7 EPN2 CCNG2 HAPLN1 NET1 SFMBT1 ERI1 WDR26 RASSF3 LET_7A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7A_3P NUDT4 PRDM16 ARNTL NR2F2 BTBD3 UBN2 FZD6 PRRC1 CTNNB1 ELOVL7 SATB1 SLC39A10 MNX1 TCF3 KLF4 MARCHF6 BTNL9 STK24 ARAP2 PFKFB3 NRP2 NDC1 BDNF ANK3 CDC7 WASF3 NR3C1 KPNA3 DGKH PHC3 PTPRE C11orf54 CACNA1C CEP192 PEAK1 RAB11FIP3 HNRNPD HTR2A CMPK1 SPRY2 ANKRD44 QKI ASAP2 DCUN1D4 UBTF ASB11 THRB CCNA2 HSPA14 FSHB ARHGEF28 MECOM TBR1 KLF12 DSG2 KDM2B TMTC4 JAK2 ATF2 PIAS1 ZMYND8 CEP57 LYPLAL1 TGFBR3 GLS PTBP3 FRMD4B SRSF11 AKAP12 ZNF367 JAG1 RHOA LY75 MTF1 FBXL3 PSD3 UBL3 SECISBP2L SLC35A3 CASP8AP2 HS6ST2 HEATR5B SMARCA2 ZNF780A UBR1 KDM6A ICE1 U2SURP TSLP CRISPLD1 ITM2B PAXBP1 FRS2 CTU2 ARHGAP12 DYNC2LI1 ACTL6A DLL4 ZNF292 GP1BA OPA1 CNTN1 ARHGAP44 WWC1 SALL3 NRP1 ITM2C DKK3 CPEB2 EFNB1 FUT9 PPP1R3F ZBTB14 SPTB PUM2 UTRN EFR3A NGDN F2RL1 TVP23B APP BAG2 DOP1A PIK3R4 RDX DPM1 AKTIP AP1S3 IKZF2 TET3 CENPE ABI1 SEPTIN9 MLLT10 DERL1 IER5 LEMD3 HMGXB4 CNOT6 TAF2 IREB2 PTCH1 PDLIM5 CILK1 CARF ZNF236 C1QTNF7 EIF1AD RIMKLB SYNGR3 KIN DLL1 TRAK1 PPM1A OLFML2B SH3GL3 HNRNPA1 LIN9 PPP1R2 LIN54 RALGDS MINDY3 POLR1F HNRNPA2B1 PNISR SET DCAF6 FAM126B B3GLCT ARID4A RABGGTB CDK19 RORA ARID1B SORBS1 PARPBP E2F5 C7orf57 RPRD1A CTTNBP2NL GRM5 DCLK3 MED6 EEA1 SMARCA5 KLHDC2 PTMS DOCK11 YTHDF3 BTF3L4 OTX2 TLE4 ZFY TTC30A USP25 AGTR1 MYT1L PHYHIPL RTN1 ACTR3C CCDC126 DNAJB5 PRKAA1 C18orf63 KIAA1217 SLC6A17 PPP1R21 PIK3C2A MIF4GD NR5A2 SNCAIP DNPEP CEPT1 CIAO2A FAM204A DACH1 SPOCK3 ARID4B CRY1 HNRNPA1L2 SEC22C RC3H1 PTER HIC1 NOL4 GNAL TAF4B GNA13 SGO1 DCLRE1B PCSK2 TMTC2 GTF2A1 FBXO45 PUM1 LRCH4 SPRED1 ACTR3 USP24 ITGA6 NCKAP1 TRIM6 VCL PPP1R15B SYF2 TFRC CLDN1 RAD21 PCDH8 AASDH E2F8 TLE1 ERF SRSF2 AFF3 LTN1 PI15 LHFPL3 GTF2I REV3L ADRB2 FOXN2 NAA20 FBXO33 PHACTR2 AKAP13 UBE3C VAV3 PEX5L WIPI1 DUSP6 ZMYM4 SDC2 MON2 ARHGAP20 KCNJ15 TSHZ3 CNOT6L HIP1 SLC6A4 CDH20 GRK5 LIPG CCL7 KIAA1109 KDM7A CWC22 CHD1 CTR9 WNT5B UBXN7 SLC6A11 ATG2B FRMD6 MBNL2 RPRD1B GOLGA2 PSIP1 DMTF1 RICTOR MPC2 FNDC3B CNNM4 NRBF2 SHOC2 MAST4 NASP FGFR2 KLHL2 TM4SF4 EMP2 OTUD6B KRBOX4 MAP2 NUP35 ASAH1 KDM5B ATRX KIF21A TRPM7 TUT4 ITCH ITGAV SLC18A2 FAT3 COLCA2 RAB11B C5orf58 ST8SIA4 PPP3CA HMGCR FSCN1 ANAPC13 SEPHS1 PAK2 UBFD1 ETS2 LYSMD3 DENND4A GSK3B PECR PPP4R2 FNDC3A CLDN12 DDX21 NKTR GIGYF2 ULK1 ZDHHC20 ALKBH8 UBE2B GDAP2 FREM2 COL4A1 SLC2A13 EIF4ENIF1 MBLAC2 LRRC32 KLF2 RAB2A PPM1L CECR2 TAS2R14 UBE2Q2 SBF2 CRACD KLF3 TRGC1 PRPF8 SPAST TCF20 HIPK3 BRIP1 THAP12 CCDC102B SCARF1 ZNF302 ELOVL2 PSD2 SLC6A14 DENND1B EIF4G3 JPH1 CCNE2 TGFB3 ULBP1 ACVR1 ZNF506 FGD6 CUL1 ATP6V1H TRHDE RAB3GAP2 ZNF430 MYCBP2 RSRP1 NADK2 UBE2W ATL1 GNAQ COL19A1 RIPPLY2 LRRC1 MPP6 BRF2 SDHAF3 ZNF326 PLAG1 DCAF7 STK40 RNF149 TTF2 F3 DAAM1 VAPA RAB6B SCAMP1 NUP58 BRD1 POLR2K KMT2C N4BP2 PANK3 SP4 ANO4 SUN1 TAOK1 TEAD1 AKAP6 YTHDC1 COG7 LSM14A SRBD1 SELENOK ZFYVE16 FBN1 MARK1 KBTBD7 IGFBP1 PPFIA2 ZMIZ1 LAMP2 SCN7A ID4 RHOBTB3 DCC BCAP29 SPOPL SRSF1 MRPL44 ZNF569 GULP1 RNF180 GNB4 NFAT5 ARFGEF2 FOXP1 RNF24 DCBLD2 FAM126A FSTL5 CLOCK LRP6 PLEKHA6 RBM12B LIX1L CHD3 LGALSL CAMTA1 BST1 EIF4A2 COL1A2 RELCH PPP4R3B FAM117B CERT1 GATA3 MAP2K3 VMA21 NBEA LRRTM4 TRIM63 FBLN5 MMS22L MEF2D RAB11FIP2 TMED7 RAB10 ELK4 BMPER EDIL3 DOCK10 RBM22 CPEB3 BASP1 ADAM28 EGFL6 MALT1 IGF1R LGR4 PLPP3 RASEF EPHB4 PAN3 RAB14 MED14 PDZRN3 NECTIN1 GNAI3 IPMK PLCL2 TAFA4 HECTD2 ANO5 FYTTD1 NUP98 DNALI1 TMEM132B MYCN RFX1 C1QBP MAGI1 KIF2A NUDT12 NF1 LATS1 HOXA9 APOOL GLCCI1 FAM76B CACNA2D1 PDE10A SV2B SNAPC1 ACBD3 CYP7B1 RNF216 JAG2 FAM3C CREBZF AKAP9 CALN1 ELAVL2 C11orf58 KIF3A MLLT6 AHR CEMIP2 CEP76 GPR158 GRIA3 CORO1C GABRG1 SAMD12 APPL1 ZFPM2 NCOA2 DENND2B HES1 MMP20 BCL6 BTAF1 SLC34A2 GUCY1B1 WAC ARIH1 CLDN16 HECTD1 ID1 TRA2A NLGN1 OTUD4 SLC4A5 MTARC1 AMMECR1 SCN2A ZIC1 CLASP2 FA2H FBXO43 CCDC186 SPINDOC ALDH1L2 USF3 NAA16 LILRA1 SPRY1 B3GNT2 GRM3 TCERG1L UBE2H HOOK3 MATN2 IRX3 BLOC1S4 PRDM2 ZC3H11A MEX3B EBF3 TASP1 TOB1 RNF138 PPM1D ROCK1 DLX2 VEZF1 BRWD3 RAB6D SFPQ HERC2 CPNE2 GDAP1 SRP9 MEF2C BMP3 LCOR TBC1D2B PARD6B FBXO34 FNBP4 DACT1 YY1 RAPH1 KIAA0408 CLIP1 RSF1 L3HYPDH ATAD5 MAPKAPK5 FOXO1 RBPJ ZNF518B WWC2 KIF11 SEMA3C AAK1 UBQLN1 STK38L BHLHE40 EPS15L1 ARHGEF33 BMPR2 INO80D NPY1R MBNL1 ISM1 ZBTB39 FLT3LG RPS16 CFTR TNS3 HIVEP2 GTF3C3 CEP41 NFYB TVP23C OLIG3 RHOT1 AKAP10 SOS2 KRAS UBN1 PHIP DOCK1 GPRIN3 OXR1 CD38 NUDT11 XPO1 NAA25 SLC39A6 MSANTD2 IMPACT BAZ1B DR1 PRPF38B SGTB COL11A1 NUFIP2 CREBRF SPESP1 SLAIN2 USP32 PRR12 SOX9 SPEN UNC119B ZNF827 MAN1A1 POU4F2 NEUROG2 STON2 NPY MMAB GOLIM4 SP8 ACVR2B CCNY CADM1 NR4A3 GRHL3 SCAI AUTS2 SCX ANKS1B TET2 USP34 LRP1B RIF1 PIKFYVE CAB39 TMEM87A ZMYM6 LRRC4 ZFYVE21 USP12 ZNF800 SOWAHC TIGD7 FGF7 GPR37 ERI1 WDR26 MIR4262 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4262 MBOAT2 MBTPS2 ATM PCDHA2 SIX4 SSX2IP BTBD3 SLC4A10 ZNF217 TMEFF1 CAPRIN2 GOLGA6L9 MTURN RNF34 DMXL2 CAMK2D ARHGEF7 NCALD ENTPD6 GPSM1 SRSF7 PRLR ATP11C OTOGL MARCHF6 SETX ZNF559 GPD2 CRIM1 ANKRD13C ADARB1 BIRC6 UBE2D3 SAMHD1 DDX3X CHL1 RPS6KB1 MIER3 SIK3 PHC3 ETS1 PEAK1 CUL3 PAX5 ANKRD44 QKI PARP11 HMBS PURB THRB SPP1 SLC5A9 ADAM11 ADCY9 CNTN4 ENAH SOWAHA VANGL1 TGFBR2 ZDHHC3 KCNH1 KLF15 PTPN22 TNIK ZADH2 PTBP3 SSB DCUN1D1 PTBP2 BOLL ETNK1 RFC1 ST6GALNAC5 TGFBR1 KAT2B GSE1 DYNC2H1 OGFRL1 UBL3 NAB1 RFTN2 TBC1D1 RAP1B MSANTD3-TMEFF1 EXD1 PHTF2 KPNB1 IPO7 ZNF780A ZNF140 ZNRF2 TCERG1 ADRA1A TMED4 ZFP82 TRAK1 CEP83 C1orf109 NELFA TBPL1 LIF RAD54B ARMC8 BRWD1 TCF7L2 PSG3 PHACTR4 NR2C2 FUT9 FAM122B LNPK SLC16A7 ZNF121 TIMP3 BRAP NR6A1 ZIC3 ZNF426 CEP97 AP1S3 DERL1 PPP2R3A ZNF544 TRDMT1 CREB1 PSG5 CARF PBX3 CBLL1 RASSF1 PUDP PLA2G4A ZNF571 GABRA1 PCNP CNKSR2 GAPVD1 USP33 PER3 MTX3 ASTN1 C8orf44-SGK3 HOXA11 PRDM4 PNISR SCD PLAU GPBP1 MUC7 RALA METAP1 C2CD5 METAP2 TMEM87B PCDHA12 TBL1X IGDCC3 FAM126B STXBP5 CDYL OSBPL3 ANKEF1 ZFP62 ZNF514 CCP110 ZFAND4 ACAD8 WSB1 TOGARAM1 RORA OSBPL2 SS18L1 E2F5 ZNF440 CTTNBP2NL GRM5 GOLGA8H DCLK3 LPCAT1 EYA3 GUCY1A2 PHF20L1 P3R3URF-PIK3R3 PHF3 YTHDF3 NCOA2 ZBTB4 IQCJ-SCHIP1 CD69 CUL5 G3BP2 CAMSAP2 KIF1B KCNQ5 LARP4 CDON UNC80 CCNK TTC39B ARFGEF3 PROX1 CLASP1 NMBR FSD1L PDE5A ATP2A2 ARF6 DEPTOR HRH1 ZNF594 FRMD8 AHCTF1 PAM C2orf69 GSKIP SRPK2 MAP3K3 EN1 ATP2B3 PCDHAC2 ZFAND6 NKAIN2 LRRN1 GOLGA8A ZDHHC17 TMF1 GOLGA8R RNF182 AASDHPPT BLOC1S6 LCTL OXGR1 CTDSPL ABHD18 OR51E2 KIF3A PUM1 ARHGEF3 EPC2 BCLAF1 ATXN1 CHMP2B SEPTIN8 TREML4 PRTG SLC25A36 ZBTB43 TFRC RAB3C DCN ZNF302 TRIM71 DARS1 RAD21 IGF2BP2 GHITM CHIC1 SERTAD2 ACVR2A NEK7 KIAA1217 NAP1L1 XRN1 PPIP5K2 PI4K2B ADAMTSL1 TNFSF4 LIG4 NLN LCLAT1 RNF169 RLF PCDHA10 FBXO33 ZNF329 ZNF268 CCNJ UBE3C TCFL5 MCC PDE3A ATP1B1 TGFBRAP1 ITGA3 ZNF44 DISC1 RBM46 MAMDC2 CHD1 HOXA1 SPIRE1 GOLGA6L4 BEND3 MAB21L3 SLC22A15 TET2 UBP1 POC1B-GALNT4 CHCHD7 RNF217 TOM1L1 FNDC3B SALL4 MS4A1 ZNF704 ZNF83 ATXN3 NUS1 SLC35E1 TXNDC12 TSC22D2 KLHL2 TMEM165 PRKCD SPRY4 ZBTB2 KRAS ACER3 KRBOX4 ZNF823 SH2B3 APBA1 SGK3 NAALADL2 PSG9 LY75-CD302 DEK AMER2 RIMKLB LYRM1 MTMR12 EYS RAB3IP FAM160A1 RASSF2 ST8SIA4 NWD2 PPP2R5E SESN3 SPECC1L CA8 SIN3B GPD1L CLIP1 HIC2 IL25 GATM TMEM131 AK9 RIOX2 ADGRB3 TNF LMBRD2 PCDHA5 NFAT5 ADCY1 CALM1 UBE2B CBLB POU2F1 RALGAPB LRRC32 ATXN7 ARL5A EPB41L3 KIF3B SLC35F3 GOT2 COX15 CPSF6 HOXD1 SMAP1 SLC25A37 RASSF8 PIAS1 CERS3 NAAA ADAMTS6 HIPK3 ZNF124 PLEKHA3 ZNF700 PKNOX2 CXCL9 ANO1 AFG3L2 CPEB4 VPS41 PRRC2C ZNF584 PCDHA9 STARD4 GALNT4 MYCBP2 GCC2 CARM1 NOVA1 ATL1 GRB10 MORC3 CALCR TNPO1 MINK1 PSG11 PPP1R3B ZNF266 TESMIN CDC5L GOLGA8N SLC4A8 KLF6 PITPNB UNC5D PPP1R12B NEGR1 ADAMTS5 OOSP2 DNAJA4 ZNF568 ZNF780B GOLGA8B KIAA1549L PCDHA8 MIDEAS ETV6 TMEM64 PTPDC1 ZNF597 C14orf28 TADA2B HSP90B1 TRIM2 DDX3Y BRD1 ZNF468 ATP2B2 TENT4B KMT2C CLUH HOXC8 ZNF283 ACSL4 TAOK1 AKAP6 AP1AR JADE2 CDKN3 SLC2A3 RBBP7 ZDHHC7 GRIA3 MARK1 PCDHA3 ETFBKMT GPR137C FGD4 MGAT2 SLC38A11 NRXN1 NPEPPS CFAP161 DOCK4 ZEB2 ZFP90 LMO1 ZFP36L1 TMEM123 KCNJ10 FOXP1 QSER1 CDKN2AIP PCDHA6 MED26 NR1D2 ATP8B2 ITGB8 AKIRIN1 TAFA2 CD302 DCBLD2 ATP2B1 MB21D2 SRGAP2 TPRX1 AKT3 TMEM94 BAG4 KPNA1 FAM160A2 LRRC8D LGALSL HAO1 BCL2 CNOT2 MEGF9 PCSK1 FNIP2 XPO7 RAB3GAP1 OTUD1 MYO1E ASAH2B CAPS2 TMLHE RECK SYNPR MAP1B MLXIP LRBA PNMA2 NIPBL CCL8 AGFG1 BACH2 MICU3 GATA6 PAFAH1B2 PAX9 REPS2 KLHL29 MAPK1IP1L SLITRK1 SPTLC1 LIN28B MYBL1 TLL1 PAK5 ZNF527 TBCEL CDC73 NIPAL4 TM9SF4 FKBP1A GFPT1 KLHL42 ESM1 GOLGA8Q EPB41 JARID2 ZNF814 ZNF781 CAMTA2 SELENOT PCDHA13 MTF2 GRIK2 CDH8 CPD IPMK PLCL2 IKZF5 EPHA5 PROSER1 TNFAIP1 PLAG1 SENP2 CPOX LATS1 ZNF844 GOLGA8T GLCCI1 PAPOLG TNS1 NOTCH4 IRS2 SH3TC2 AVL9 PRR27 FAM3C FIGN KATNBL1 LPCAT2 DCAF12L1 ZNF37A EPHA4 MUC22 ZFP14 KCNA1 SLC12A5 TRDN RAI1 ZNF699 RNF6 ZFP36L2 ZNF14 IL2 ARSJ MTPN PPARA SPRING1 SEMA4G ADAMTS18 PLEKHJ1 SYT16 CBFA2T3 PCDHA11 TBC1D14 OTUD4 SLC10A7 CHMP1B FSBP PPP5D1 TADA1 NUCKS1 IPO8 YLPM1 ZNF479 HCN2 CBX7 PDCD4 ITPRID2 PCDHA7 PCDHAC1 FHAD1 TMEM144 ASPH SPTY2D1 BCL2L11 POLQ GOLGA8J NPAT CD4 HEATR3 GOLGA1 CNTNAP2 SIX2 PCDHA1 NOTCH2 NAA50 MEX3B SEC24C C16orf87 DCLK1 PDAP1 PPP3R1 RAB30 ONECUT2 AP1G1 NSUN7 UBE2D1 CPNE2 E2F7 ACAP2 CDK17 FRYL CNKSR3 FBXO34 S1PR1 AGO4 BAZ2B SLC7A1 GLS TAB3 DYNC1LI2 KHDC1 RAB8B MAN2A1 KDM5A PIK3R3 KLHL5 LIN28A BMP2K DNAJC13 TNRC6B DUSP6 COPS2 ZNF773 YTHDC2 PHLDA1 POLI ARNT2 KMT2A RPS6KA3 ESR1 ZNF563 AKIRIN2 TAB2 BHLHE40 ECT2L CDC40 SLC7A11 NLK INO80D RNMT CECR2 HEY2 GOLGA8M LAMA1 CLVS1 USP42 NEXMIF SORD CNTNAP3B PARM1 RBM47 CBX4 WDR82 MFSD6 ABTB2 B4GALT1 ADO LOX OSBPL8 HECA ZNF439 JAZF1 ASPN ZBTB41 PTPN4 PHIP TBC1D4 GPRIN3 ATMIN PALM2AKAP2 RLIM ZNF655 ZFP1 GPR83 MPP5 LIMCH1 FAM135A TNFRSF11B KANK1 APOO SIPA1L2 CREBRF SLAIN2 YOD1 PDGFRA DSE PCDHA4 MBNL2 HIPK1 PAWR MAP7D2 WNK1 L1CAM SACM1L ZNF189 PNRC2 ACVR2B CAPRIN1 ZIC2 NR4A3 PSPC1 ZNF136 SEC24A HYOU1 ARMH4 CCNDBP1 N4BP2 DNAJC3 PPFIA1 GIGYF1 USP15 LEMD3 ZSCAN23 WASL CDS1 FNDC3A DLG2 DDIT4 EXOC5 PRKAG2 GTSE1 ZNF800 IL1A ENDOD1 ZNF586 MIR30B_5P_MIR30C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30B_5P_MIR30C_5P CALU KXD1 MBTPS2 LIMCH1 IDH1 HDAC9 ADAM22 SIX4 AFF4 ATF1 MMD SLC25A21 LRRC8D ZBTB44 FAM83F GRIA2 UBN2 TMEFF1 RASD1 SLC38A2 LYN CAMK2D PRKAA2 CYB561 NCALD AGO3 SNX16 TENT2 CBLB FBXO32 UBN1 BMT2 A1CF PDCD10 FNIP2 PGP SRSF7 GNAI2 ITGA6 MBNL3 MXRA5 MARCHF6 SOGA1 DIPK2A PRG4 OXR1 TRPM7 FZD3 TMOD2 RGS8 TNRC6C ERG ADAM19 ELAVL4 BCL10 SCN8A CHD7 SIX1 HIVEP1 PLAGL2 ASB4 CERT1 KLHL28 CHL1 RALGPS1 RAP1B RHEBL1 SNX33 LPGAT1 MIER3 MLXIP ATG5 DGKH ZNF518A RORA EFNA3 TULP4 VAT1L BCL9 EDEM3 NEURL1B LGI1 STRIP1 IFNAR2 TSEN15 TNIK PRPF40A RHD KDM3A JDP2 KLF12 NCAM1 DSG2 TUT7 SCML1 PRUNE2 DMXL2 LRCH2 KLHL20 PPP1R18 UBE2I ZMYND8 SDAD1 LYPLAL1 DNMT3A PPID ELMOD2 SLC35F1 DLGAP1 MAT2A MTDH DCUN1D1 PPP1R2 MAST4 SLC25A34 CARS1 CHIC1 NR4A2 CPEB3 SEMA3A NEFL PER2 LIN28B PAAF1 CAMKK2 NFAT5 ARID4A RFX6 ZFAND5 ANO4 SAMD8 PEX5L SAMD4A CTHRC1 MRPL19 ADAMTS9 GCLC SUV39H2 SLC12A6 ARMH3 SLC35A3 CRKL BECN1 NAP1L2 CMTM4 ASB2 PHTF2 HOXA1 ARHGAP29 PAPOLB CCDC117 CDC37L1 R3HDM1 CSNK1A1 SLC35B4 VIM SCAF4 PAXBP1 NUP93 ZNF382 CSAD PPARGC1B PPP1R12A EPB41 SNAI1 RBM12 SETD7 ITGB3 C9orf72 MZT1 FAM91A1 ZPBP2 SEPTIN8 DLL4 ACTR3C XPR1 ABL1 P4HA1 FOXG1 RAD23B SNX18 ZNF280B STX16 GPT2 MAP3K7 MYH11 FAM126B TBL1XR1 RHOB AP4E1 CARF WDR44 NADK RAB15 PNKD PTPN13 FAM13C BRAP ZFAND1 DSTYK MAP4K4 GSKIP PROSER1 TMEM229A CADPS SLCO6A1 CBX2 P4HA2 RAI14 ZNF507 PRDM13 PPP1R9A MAP3K2 CEP170 STAG2 YPEL2 SCN3A PDE7A LMLN HCFC2 COL13A1 ANXA2R CNOT6 FAM160B1 AFAP1L2 HIPK2 REEP1 PIK3CD ZNF608 ERLIN1 HACE1 SOCS3 CADM2 CAPZA1 NRG3 OVOL1 OSTM1 CACHD1 MAP3K13 SYNGR3 TTC8 NF1 PLIN3 DLG5 PIEZO2 EED KLF8 ANKRD17 PRDM1 UNC5C CFL2 CCNA1 EDNRA PON2 PSD3 DPY19L3 FAP BCL11B GLCCI1 IGF2R ADAM12 ITGA8 MYO5A ZNF711 ZXDA FAM229B TMEM87B CHST2 YOD1 ZNF22-AS1 NTNG1 RAB2A STXBP5 PPP4R4 AVL9 TAF4B RALGDS SDK2 ASB3 SH3RF1 FLVCR2 PRLR RAP2C PDE4D ROR1 LARGE1 KATNBL1 GPR19 ALG10 LHX1 FOXD1 SCARA5 HBS1L CDCA7 PAPOLA IRX4 EML1 LMBR1 ERRFI1 RPRD1A FBXL17 SCN2A PTP4A1 CHMP2B GJA1 CUL2 GRM5 RASA2 ARAF MCF2L EEA1 JAKMIP2 MAN1A2 BRD1 FAM210B PTPDC1 CCDC43 PIP4K2B PAX3 YTHDF3 CBFB EEF1A1 KSR1 SETD5 YAF2 ZFY DCTN4 SLC35C1 PICALM ANKHD1 MKRN3 YPEL5 SLC4A7 FBXL20 TM4SF1 CCNK TNRC6B PTPN2 SMDT1 LRRC8B TENM1 C4orf19 STK35 USO1 PCDH17 CCNT2 PCMTD2 ATP2A2 MEX3C MSI2 ITPK1 PCGF5 NR5A2 PFN2 PHACTR2 PIGA TTLL2 TENM3 TBC1D10B POLR3E PDSS1 MPZL3 GAREM1 IRF2BP2 FAM133A SCN9A AVEN NKX2-2 PGM1 TRIM13 STAC PIP4K2A PLPP6 LHX8 WIPF3 GDE1 DLGAP4 RTN4IP1 TTLL7 PLA2G12A GOLGA8A ZDHHC17 BAHD1 SEC23A TEPSIN DDAH1 UBAC1 RNF165 SYPL1 RAPGEF2 SACS RARG GMNC CNOT9 ZBTB18 FKBP3 CAPN5 SNX10 FBXO45 RAB8A EPC2 TP53INP1 ATXN1 ZCCHC3 RAVER2 NLGN1 ZNF644 OTUD4 NT5E CYP3A5 PGM3 ERICH3 ZEB2 ALG10B SCN1A MYO1H NFATC2 SLC25A36 ABCC9 EIF5A2 SCEL COL25A1 GMEB2 YTHDC1 NEUROD1 DOCK7 PNPLA1 RAB23 NUCKS1 LMBR1L MYBL2 PPARGC1A RAB32 FAM214A CNKSR2 KLF10 PI4K2B DCUN1D3 STIM2 SKP2 MARK1 LCLAT1 DESI2 SHOC2 CAMK4 TMEM170B IQCB1 JPH4 RFX7 UBE3C MED12L CERS6 BCL2L11 NHS EXOC6 GOLGA1 RNF122 SRGAP3 SLC7A10 OTUD6B GOLGA4 GNG10 GRM3 CDH20 PDXDC1 CD2AP SCYL3 CACNB2 PPP1R1C TDG CHD1 SMAP1 ELL2 SEPTIN7 SAP30BP MIER2 MEX3B SH3PXD2A RIMBP2 FAM43A RUNDC3B LRRC8C FRMD6 PSMD7 TASP1 TNXB CCDC6 GNA13 LPP WDR7 TMEM87A ATL2 MARCHF8 TMCC1 PPP3R1 EXTL2 ARHGEF6 TWF1 ADRA1D EDC3 NEFM SOCS6 RTKN2 ZNF704 ATG12 CHST1 NUS1 PLEKHO2 RASA1 BNC1 IRF4 LCORL BRWD3 RRAD SRSF10 PLEKHM3 STK17B C3orf14 SEC22C RUNX2 E2F7 SH2B3 TOX KIAA2026 SSH2 SPOCK3 TMEM181 S100PBP APBA1 EPG5 MAST3 CPSF6 GOLGA6C NAALADL2 ANKRA2 FBXO34 DACT1 AC012236.1 SHISA3 TM4SF20 RAPH1 LRRC40 LRRC17 TAB3 GNPDA1 FAM199X JOSD1 RAB4B GLDC KIAA0408 ST8SIA4 TLCD4 RNF220 IL36RN OMG ACTC1 CCDC97 MAP6 HIC2 PHF13 CAMK2N1 CCNJL ADGRA2 LIN28A ZBTB6 HNRNPUL2 LIFR NSG1 GATM KCNA4 DNAJC13 MAML1 CELSR3 LATS2 STX2 CSGALNACT1 SNAI2 FNDC3A ORC2 NECAP1 MEIOB GRIN2A RRAS2 GIGYF2 ABHD10 USP48 CRACDL EML4 WIPF1 CALCR GFPT2 USP2 NR6A1 IRS1 MAP3K5 USP37 KMT2A KIF11 SLC35F3 KCTD8 GARRE1 SLC5A3 CPNE8 ACTR1A AZIN1 NAV3 MAFG SMAD1 RUNX1 FLVCR1 ADAM9 KPNA6 NFIB ADAMTS6 UGT2A3 NRIP1 GALNT1 SLC30A4 ZNF519 SEMA6B INO80D ARID5B THAP12 LRFN2 RAPGEF4 CECR2 RNF157 ARID1A ELOVL2 DENND1B ZNF521 FAM110B WDR64 VAT1 NDEL1 SNTB2 KCTD7 CEP41 CCNE2 B3GNT5 BCOR MIA3 DOLPP1 ACVR1 WDR82 IP6K3 MFSD6 MBOAT1 FGD6 RTN4R TFDP1 CYP24A1 ZNRF1 ADO LOX PLPPR4 OSBPL8 ESCO1 SLC38A7 KRAS GRB10 TRIO ZBTB41 FRMPD1 SOX13 ADAMTS3 SPAST DPY19L1 PHIP MEOX2 FAM13A GALNT2 NHLH2 PALM2AKAP2 ZCCHC2 XPO1 ELAVL2 NAA25 RFX3 STT3B COL9A3 ADRA2A SEC61A2 TOGARAM1 RAB27B UBE2J1 GLI2 FIGN MARCHF4 TBC1D15 OGA IL1RAPL2 NUFIP2 FRZB BNC2 PDS5B CCDC120 TENT5A CAND1 SOX9 SLC6A6 BRWD1 SPEN PAWR CEP350 ELOVL5 GALNT7 VPS26B WWP1 C14orf28 ADGRL3 PDGFRB MAPK8 CAMK2N2 LRRK2 GPCPD1 PPTC7 KLF9 TAOK1 MFHAS1 KMT2C PRICKLE1 SP4 INPP4A ME1 PPP3CB DOK5 DPYSL2 NDUFC2 ADGRA3 MAB21L1 CNST JADE3 NAPG ZBTB11 LYRM7 MAP3K21 TLL2 MAP11 SEC24A RAB38 PPP3CA KIAA1549 DNAJC25-GNG10 SOCS1 KCTD16 STOX2 SNX8 ATRN RARRES1 MROH9 CLOCK BNIP3L GIGYF1 STK39 CSNK1G1 TCIM VOPP1 NFATC3 VKORC1L1 KIF16B BDP1 ARHGAP26 TNRC6A DDX59 TBC1D2B UBE2V2 CDK12 TTBK1 DDIT4 SLC9A8 IDE REEP3 ZFC3H1 WASHC4 ZNF286A PTGFRN GABRB1 NEDD4 YY2 UBE2V1 CFAP97 ATP2B1 LRP6 TSPAN2 MIR30D_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30D_5P CALU KXD1 MBTPS2 LIMCH1 IDH1 HDAC9 ADAM22 SIX4 AFF4 ATF1 MMD SLC25A21 LRRC8D ZBTB44 FAM83F GRIA2 UBN2 TMEFF1 RASD1 SLC38A2 LYN CAMK2D PRKAA2 CYB561 NCALD AGO3 SNX16 TENT2 CBLB FBXO32 UBN1 BMT2 A1CF PDCD10 FNIP2 PGP SRSF7 GNAI2 ITGA6 MBNL3 MXRA5 MARCHF6 SOGA1 DIPK2A PRG4 OXR1 TRPM7 FZD3 TMOD2 RGS8 TNRC6C ERG ADAM19 ELAVL4 BCL10 SCN8A CHD7 SIX1 HIVEP1 PLAGL2 ASB4 CERT1 KLHL28 CHL1 RALGPS1 RAP1B RHEBL1 SNX33 LPGAT1 MIER3 MLXIP ATG5 DGKH ZNF518A RORA EFNA3 TULP4 VAT1L BCL9 EDEM3 NEURL1B LGI1 B4GALT6 STRIP1 IFNAR2 TSEN15 TNIK PRPF40A RHD KDM3A JDP2 KLF12 NCAM1 DSG2 TUT7 SCML1 PRUNE2 DMXL2 KLHL20 PPP1R18 UBE2I ZMYND8 SDAD1 LYPLAL1 DNMT3A PPID ELMOD2 SLC35F1 DLGAP1 MAT2A MTDH DCUN1D1 PPP1R2 MAST4 SLC25A34 CARS1 CHIC1 NR4A2 CPEB3 SEMA3A NEFL PER2 LIN28B PAAF1 CAMKK2 NFAT5 ARID4A RFX6 ZFAND5 ANO4 SAMD8 PEX5L SAMD4A CTHRC1 MRPL19 ADAMTS9 GCLC SUV39H2 SLC12A6 ARMH3 SLC35A3 CRKL BECN1 NAP1L2 CMTM4 ASB2 PHTF2 HOXA1 ARHGAP29 PAPOLB CCDC117 CDC37L1 R3HDM1 CSNK1A1 SLC35B4 VIM SCAF4 PAXBP1 NUP93 ZNF382 CSAD PPARGC1B PPP1R12A EPB41 SNAI1 RBM12 SETD7 ITGB3 C9orf72 MZT1 FAM91A1 ZPBP2 SEPTIN8 DLL4 ACTR3C XPR1 ABL1 P4HA1 FOXG1 RAD23B SNX18 ZNF280B STX16 GPT2 MAP3K7 MYH11 FAM126B TBL1XR1 RHOB AP4E1 CARF WDR44 NADK RAB15 PNKD PTPN13 FAM13C BRAP ZFAND1 DSTYK MAP4K4 GSKIP PROSER1 TMEM229A CADPS SLCO6A1 CBX2 P4HA2 RAI14 ZNF507 PRDM13 PPP1R9A MAP3K2 CEP170 STAG2 YPEL2 SCN3A PDE7A LMLN HCFC2 COL13A1 ANXA2R CNOT6 FAM160B1 AFAP1L2 HIPK2 REEP1 PIK3CD ZNF608 ERLIN1 HACE1 SOCS3 CAPZA1 NRG3 OVOL1 OSTM1 CACHD1 MAP3K13 SYNGR3 TTC8 NF1 PLIN3 DLG5 PIEZO2 EED KLF8 ANKRD17 PRDM1 UNC5C CFL2 CCNA1 EDNRA PON2 PSD3 DPY19L3 FAP BCL11B GLCCI1 IGF2R ADAM12 ITGA8 MYO5A ZNF711 ZXDA FAM229B TMEM87B CHST2 YOD1 ZNF22-AS1 NTNG1 RAB2A STXBP5 PPP4R4 AVL9 TAF4B RALGDS SDK2 ASB3 SH3RF1 FLVCR2 PRLR RAP2C PDE4D ROR1 LARGE1 KATNBL1 GPR19 ALG10 LHX1 FOXD1 SCARA5 HBS1L CDCA7 PAPOLA IRX4 EML1 LMBR1 ERRFI1 RPRD1A FBXL17 SCN2A PTP4A1 CHMP2B GJA1 CUL2 GRM5 RASA2 ARAF MCF2L EEA1 JAKMIP2 MAN1A2 BRD1 FAM210B PTPDC1 CCDC43 PIP4K2B PAX3 YTHDF3 CBFB EEF1A1 KSR1 SETD5 YAF2 ZFY DCTN4 SLC35C1 PICALM ANKHD1 MKRN3 YPEL5 SLC4A7 FBXL20 TM4SF1 CCNK TNRC6B PTPN2 SMDT1 LRRC8B TENM1 C4orf19 STK35 USO1 PCDH17 CCNT2 PCMTD2 ATP2A2 MEX3C MSI2 ITPK1 PCGF5 NR5A2 PFN2 PHACTR2 PIGA TTLL2 TENM3 TBC1D10B POLR3E PDSS1 MPZL3 GAREM1 IRF2BP2 FAM133A SCN9A AVEN NKX2-2 PGM1 TRIM13 STAC PIP4K2A PLPP6 LHX8 WIPF3 GDE1 DLGAP4 RTN4IP1 TTLL7 PLA2G12A GOLGA8A ZDHHC17 BAHD1 SEC23A TEPSIN DDAH1 UBAC1 RNF165 SYPL1 RAPGEF2 SACS RARG GMNC CNOT9 ZBTB18 FKBP3 CAPN5 SNX10 FBXO45 RAB8A EPC2 TP53INP1 ATXN1 ZCCHC3 RAVER2 NLGN1 ZNF644 OTUD4 NT5E CYP3A5 PGM3 ERICH3 ZEB2 ALG10B SCN1A MYO1H NFATC2 SLC25A36 ABCC9 EIF5A2 SCEL COL25A1 GMEB2 YTHDC1 NEUROD1 DOCK7 PNPLA1 RAB23 NUCKS1 LMBR1L MYBL2 PPARGC1A RAB32 FAM214A CNKSR2 KLF10 PI4K2B DCUN1D3 STIM2 SKP2 MARK1 LCLAT1 DESI2 SHOC2 CAMK4 TMEM170B IQCB1 JPH4 RFX7 UBE3C MED12L CERS6 BCL2L11 NHS EXOC6 GOLGA1 RNF122 SRGAP3 SLC7A10 OTUD6B GOLGA4 GNG10 GRM3 CDH20 PDXDC1 CD2AP SCYL3 CACNB2 PPP1R1C TDG CHD1 SMAP1 ELL2 SEPTIN7 SAP30BP MIER2 MEX3B SH3PXD2A RIMBP2 FAM43A RUNDC3B LRRC8C FRMD6 PSMD7 TASP1 TNXB CCDC6 GNA13 LPP WDR7 TMEM87A ATL2 MARCHF8 TMCC1 PPP3R1 EXTL2 ARHGEF6 TWF1 ADRA1D EDC3 NEFM SOCS6 RTKN2 ZNF704 ATG12 CHST1 NUS1 PLEKHO2 RASA1 BNC1 IRF4 LCORL BRWD3 RRAD SRSF10 PLEKHM3 STK17B C3orf14 SEC22C RUNX2 E2F7 SH2B3 TOX KIAA2026 SSH2 SPOCK3 TMEM181 S100PBP APBA1 EPG5 MAST3 CPSF6 GOLGA6C NAALADL2 ANKRA2 FBXO34 DACT1 AC012236.1 SHISA3 TM4SF20 RAPH1 LRRC40 LRRC17 TAB3 GNPDA1 FAM199X JOSD1 RAB4B GLDC KIAA0408 ST8SIA4 TLCD4 RNF220 IL36RN OMG ACTC1 CCDC97 MAP6 HIC2 PHF13 CAMK2N1 CCNJL ADGRA2 LIN28A ZBTB6 HNRNPUL2 LIFR NSG1 GATM KCNA4 DNAJC13 MAML1 CELSR3 STX2 CSGALNACT1 SNAI2 FNDC3A NECAP1 MEIOB GRIN2A RRAS2 GIGYF2 ABHD10 USP48 CRACDL EML4 WIPF1 CALCR GFPT2 NR6A1 IRS1 MAP3K5 USP37 KMT2A KIF11 SLC35F3 KCTD8 GARRE1 SLC5A3 CPNE8 ACTR1A AZIN1 NAV3 MAFG SMAD1 RUNX1 FLVCR1 ADAM9 KPNA6 NFIB ADAMTS6 UGT2A3 NRIP1 GALNT1 SLC30A4 ZNF519 SEMA6B INO80D ARID5B THAP12 LRFN2 RAPGEF4 CECR2 RNF157 ARID1A ELOVL2 DENND1B ZNF521 FAM110B WDR64 VAT1 NDEL1 SNTB2 KCTD7 CEP41 CCNE2 B3GNT5 BCOR MIA3 DOLPP1 ACVR1 WDR82 IP6K3 MFSD6 MBOAT1 FGD6 RTN4R TFDP1 CYP24A1 ZNRF1 ADO LOX PLPPR4 OSBPL8 ESCO1 SLC38A7 KRAS GRB10 TRIO ZBTB41 FRMPD1 SOX13 ADAMTS3 SPAST DPY19L1 PHIP MEOX2 FAM13A GALNT2 NHLH2 PALM2AKAP2 ZCCHC2 XPO1 ELAVL2 NAA25 STT3B COL9A3 ESPN ADRA2A SEC61A2 TOGARAM1 RAB27B UBE2J1 GLI2 FIGN MARCHF4 TBC1D15 OGA IL1RAPL2 NUFIP2 FRZB BNC2 PDS5B CCDC120 TENT5A CAND1 SOX9 SLC6A6 BRWD1 SPEN PAWR CEP350 ELOVL5 GALNT7 VPS26B WWP1 C14orf28 ADGRL3 PDGFRB MAPK8 CAMK2N2 LRRK2 GPCPD1 PPTC7 KLF9 TAOK1 MFHAS1 KMT2C PRICKLE1 SP4 INPP4A ME1 PPP3CB DOK5 DPYSL2 NDUFC2 ADGRA3 MAB21L1 CNST JADE3 NAPG ZBTB11 LYRM7 MAP3K21 TLL2 MAP11 SEC24A RAB38 PPP3CA KIAA1549 DNAJC25-GNG10 SOCS1 KCTD16 STOX2 SNX8 ATRN RARRES1 MROH9 CLOCK BNIP3L STK39 CSNK1G1 TCIM VOPP1 NFATC3 VKORC1L1 KIF16B BDP1 ARHGAP26 TNRC6A DDX59 TBC1D2B UBE2V2 CDK12 TTBK1 DDIT4 SLC9A8 IDE REEP3 ZFC3H1 WASHC4 ZNF286A PTGFRN GABRB1 NEDD4 YY2 UBE2V1 CFAP97 ATP2B1 TMEM121B LRP6 TSPAN2 MIR30E_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30E_5P CALU KXD1 MBTPS2 LIMCH1 IDH1 HDAC9 ADAM22 SIX4 AFF4 ATF1 MMD SLC25A21 LRRC8D ZBTB44 FAM83F GRIA2 UBN2 TMEFF1 RASD1 SLC38A2 LYN CAMK2D PRKAA2 CYB561 NCALD AGO3 SNX16 TENT2 CBLB FBXO32 UBN1 BMT2 A1CF PDCD10 FNIP2 PGP SRSF7 GNAI2 ITGA6 MBNL3 MXRA5 MARCHF6 SOGA1 DIPK2A PRG4 OXR1 TRPM7 FZD3 TMOD2 RGS8 TNRC6C ERG ADAM19 ELAVL4 BCL10 SCN8A CHD7 SIX1 HIVEP1 PLAGL2 ASB4 CERT1 KLHL28 CHL1 RALGPS1 RAP1B RHEBL1 SNX33 LPGAT1 MIER3 MLXIP ATG5 DGKH ZNF518A RORA EFNA3 TULP4 VAT1L BCL9 EDEM3 NEURL1B LGI1 B4GALT6 STRIP1 IFNAR2 TSEN15 TNIK PRPF40A RHD KDM3A JDP2 KLF12 NCAM1 DSG2 TUT7 SCML1 PRUNE2 DMXL2 KLHL20 PPP1R18 UBE2I ZMYND8 SDAD1 LYPLAL1 DNMT3A PPID ELMOD2 SLC35F1 DLGAP1 MAT2A MTDH DCUN1D1 PPP1R2 MAST4 SLC25A34 CARS1 CHIC1 NR4A2 CPEB3 SEMA3A NEFL PER2 LIN28B PAAF1 CAMKK2 NFAT5 ARID4A RFX6 ZFAND5 ANO4 SAMD8 PEX5L SAMD4A CTHRC1 MRPL19 ADAMTS9 GCLC SUV39H2 SLC12A6 ARMH3 SLC35A3 CRKL BECN1 NAP1L2 CMTM4 ASB2 PHTF2 HOXA1 ARHGAP29 PAPOLB CCDC117 CDC37L1 R3HDM1 CSNK1A1 SLC35B4 VIM SCAF4 PAXBP1 NUP93 ZNF382 CSAD PPARGC1B PPP1R12A EPB41 SNAI1 RBM12 SETD7 ITGB3 C9orf72 MZT1 FAM91A1 ZPBP2 SEPTIN8 DLL4 ACTR3C XPR1 ABL1 P4HA1 FOXG1 RAD23B SNX18 ZNF280B STX16 GPT2 MAP3K7 MYH11 FAM126B TBL1XR1 RHOB AP4E1 CARF WDR44 NADK RAB15 PNKD PTPN13 FAM13C BRAP ZFAND1 DSTYK MAP4K4 GSKIP PROSER1 TMEM229A CADPS SLCO6A1 CBX2 P4HA2 RAI14 ZNF507 PRDM13 PPP1R9A MAP3K2 CEP170 STAG2 YPEL2 SCN3A PDE7A LMLN HCFC2 COL13A1 ANXA2R CNOT6 FAM160B1 AFAP1L2 HIPK2 REEP1 PIK3CD ZNF608 ERLIN1 HACE1 SOCS3 CAPZA1 NRG3 OVOL1 OSTM1 CACHD1 MAP3K13 SYNGR3 TTC8 NF1 PLIN3 DLG5 PIEZO2 EED KLF8 ANKRD17 PRDM1 UNC5C CFL2 CCNA1 EDNRA PON2 PSD3 DPY19L3 FAP BCL11B GLCCI1 IGF2R ADAM12 ITGA8 MYO5A ZNF711 ZXDA FAM229B TMEM87B CHST2 YOD1 ZNF22-AS1 NTNG1 RAB2A STXBP5 PPP4R4 AVL9 TAF4B RALGDS SDK2 ASB3 SH3RF1 FLVCR2 PRLR RAP2C PDE4D ROR1 LARGE1 KATNBL1 GPR19 ALG10 LHX1 FOXD1 SCARA5 HBS1L CDCA7 PAPOLA IRX4 EML1 LMBR1 ERRFI1 RPRD1A FBXL17 SCN2A PTP4A1 CHMP2B GJA1 CUL2 GRM5 RASA2 ARAF MCF2L EEA1 JAKMIP2 MAN1A2 BRD1 FAM210B PTPDC1 CCDC43 PIP4K2B PAX3 YTHDF3 CBFB EEF1A1 KSR1 SETD5 YAF2 ZFY DCTN4 SLC35C1 PICALM ANKHD1 MKRN3 YPEL5 SLC4A7 FBXL20 TM4SF1 CCNK TNRC6B PTPN2 SMDT1 LRRC8B TENM1 C4orf19 STK35 USO1 PCDH17 CCNT2 PCMTD2 ATP2A2 MEX3C MSI2 ITPK1 PCGF5 NR5A2 PFN2 PHACTR2 PIGA TTLL2 TENM3 TBC1D10B POLR3E PDSS1 MPZL3 GAREM1 IRF2BP2 FAM133A SCN9A AVEN NKX2-2 PGM1 TRIM13 STAC PIP4K2A PLPP6 LHX8 WIPF3 GDE1 DLGAP4 RTN4IP1 TTLL7 PLA2G12A GOLGA8A ZDHHC17 BAHD1 SEC23A TEPSIN DDAH1 UBAC1 RNF165 SYPL1 RAPGEF2 SACS RARG GMNC CNOT9 ZBTB18 FKBP3 CAPN5 SNX10 FBXO45 RAB8A EPC2 TP53INP1 ATXN1 ZCCHC3 RAVER2 NLGN1 ZNF644 OTUD4 NT5E CYP3A5 PGM3 ERICH3 ZEB2 ALG10B SCN1A MYO1H NFATC2 SLC25A36 ABCC9 EIF5A2 SCEL COL25A1 GMEB2 YTHDC1 NEUROD1 DOCK7 PNPLA1 RAB23 NUCKS1 LMBR1L MYBL2 PPARGC1A RAB32 FAM214A CNKSR2 KLF10 PI4K2B DCUN1D3 STIM2 SKP2 MARK1 LCLAT1 DESI2 SHOC2 CAMK4 TMEM170B IQCB1 JPH4 RFX7 UBE3C MED12L CERS6 BCL2L11 NHS EXOC6 GOLGA1 RNF122 SRGAP3 SLC7A10 OTUD6B GOLGA4 GNG10 GRM3 CDH20 PDXDC1 CD2AP SCYL3 CACNB2 PPP1R1C TDG CHD1 SMAP1 ELL2 SEPTIN7 SAP30BP MIER2 MEX3B SH3PXD2A RIMBP2 FAM43A RUNDC3B LRRC8C FRMD6 PSMD7 TASP1 TNXB CCDC6 GNA13 LPP WDR7 TMEM87A ATL2 MARCHF8 TMCC1 PPP3R1 EXTL2 ARHGEF6 TWF1 ADRA1D EDC3 NEFM SOCS6 RTKN2 ZNF704 ATG12 CHST1 NUS1 PLEKHO2 RASA1 BNC1 IRF4 LCORL BRWD3 RRAD SRSF10 PLEKHM3 STK17B C3orf14 SEC22C RUNX2 E2F7 SH2B3 TOX KIAA2026 SSH2 SPOCK3 TMEM181 S100PBP APBA1 EPG5 MAST3 CPSF6 GOLGA6C NAALADL2 ANKRA2 FBXO34 DACT1 AC012236.1 SHISA3 TM4SF20 RAPH1 LRRC40 LRRC17 TAB3 GNPDA1 FAM199X JOSD1 RAB4B GLDC KIAA0408 ST8SIA4 TLCD4 RNF220 IL36RN OMG ACTC1 CCDC97 MAP6 HIC2 PHF13 CAMK2N1 CCNJL ADGRA2 LIN28A ZBTB6 HNRNPUL2 LIFR NSG1 GATM KCNA4 DNAJC13 MAML1 CELSR3 STX2 CSGALNACT1 SNAI2 FNDC3A NECAP1 MEIOB GRIN2A RRAS2 GIGYF2 ABHD10 USP48 CRACDL EML4 WIPF1 CALCR GFPT2 NR6A1 IRS1 MAP3K5 USP37 KMT2A KIF11 SLC35F3 KCTD8 GARRE1 SLC5A3 CPNE8 ACTR1A AZIN1 NAV3 MAFG SMAD1 RUNX1 FLVCR1 ADAM9 KPNA6 NFIB ADAMTS6 UGT2A3 NRIP1 GALNT1 SLC30A4 ZNF519 SEMA6B INO80D ARID5B THAP12 LRFN2 RAPGEF4 CECR2 RNF157 ARID1A ELOVL2 DENND1B ZNF521 FAM110B WDR64 VAT1 NDEL1 SNTB2 KCTD7 CEP41 CCNE2 B3GNT5 BCOR MIA3 DOLPP1 ACVR1 WDR82 IP6K3 MFSD6 MBOAT1 FGD6 RTN4R TFDP1 CYP24A1 ZNRF1 ADO LOX PLPPR4 OSBPL8 ESCO1 SLC38A7 KRAS GRB10 TRIO ZBTB41 FRMPD1 SOX13 ADAMTS3 SPAST DPY19L1 PHIP MEOX2 FAM13A GALNT2 NHLH2 PALM2AKAP2 ZCCHC2 XPO1 ELAVL2 NAA25 KIAA1522 STT3B COL9A3 ESPN ADRA2A SEC61A2 TOGARAM1 RAB27B UBE2J1 GLI2 FIGN MARCHF4 TBC1D15 OGA IL1RAPL2 NUFIP2 FRZB BNC2 PDS5B CCDC120 TENT5A CAND1 SOX9 SLC6A6 BRWD1 SPEN PAWR CEP350 ELOVL5 GALNT7 VPS26B WWP1 C14orf28 ADGRL3 PDGFRB MAPK8 CAMK2N2 LRRK2 GPCPD1 PPTC7 KLF9 TAOK1 MFHAS1 KMT2C PRICKLE1 SP4 INPP4A ME1 PPP3CB DOK5 DPYSL2 NDUFC2 ADGRA3 MAB21L1 CNST JADE3 NAPG ZBTB11 LYRM7 MAP3K21 TLL2 MAP11 SEC24A RAB38 PPP3CA KIAA1549 DNAJC25-GNG10 SOCS1 KCTD16 STOX2 SNX8 ATRN RARRES1 MROH9 CLOCK BNIP3L STK39 CSNK1G1 TCIM VOPP1 NFATC3 VKORC1L1 KIF16B BDP1 ARHGAP26 TNRC6A DDX59 TBC1D2B UBE2V2 CDK12 TTBK1 DDIT4 SLC9A8 IDE REEP3 ZFC3H1 WASHC4 ZNF286A PTGFRN GABRB1 NEDD4 YY2 UBE2V1 CFAP97 ATP2B1 LRP6 TSPAN2 MIR98_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR98_3P NUDT4 PRDM16 ARNTL NR2F2 BTBD3 UBN2 FZD6 PRRC1 CTNNB1 ELOVL7 SATB1 SLC39A10 MNX1 TCF3 KLF4 MARCHF6 BTNL9 STK24 ARAP2 PFKFB3 NRP2 NDC1 BDNF ANK3 CDC7 WASF3 NR3C1 KPNA3 DGKH PHC3 PTPRE C11orf54 ZNF518A CEP192 PEAK1 RAB11FIP3 HNRNPD HTR2A CMPK1 SPRY2 ANKRD44 QKI ASAP2 DCUN1D4 UBTF ASB11 THRB CCNA2 HSPA14 FSHB ARHGEF28 MECOM TBR1 KLF12 DSG2 KDM2B TMTC4 JAK2 ATF2 PIAS1 ZMYND8 CEP57 LYPLAL1 TGFBR3 GLS PTBP3 FRMD4B SRSF11 AKAP12 ZNF367 JAG1 RHOA LY75 MTF1 FBXL3 PSD3 UBL3 SECISBP2L SLC35A3 CASP8AP2 HS6ST2 HEATR5B SMARCA2 ZNF780A UBR1 KDM6A ICE1 U2SURP TSLP CRISPLD1 ITM2B PAXBP1 FRS2 CTU2 ARHGAP12 DYNC2LI1 ACTL6A DLL4 CNR1 ZNF292 GP1BA OPA1 CNTN1 ARHGAP44 WWC1 SALL3 NRP1 ITM2C DKK3 CPEB2 EFNB1 FUT9 PPP1R3F ZBTB14 SPTB PUM2 UTRN EFR3A NGDN F2RL1 TVP23B APP BAG2 DOP1A PIK3R4 RDX DPM1 AKTIP AP1S3 IKZF2 TET3 CENPE ABI1 SEPTIN9 MLLT10 DERL1 IER5 LEMD3 HMGXB4 CNOT6 TAF2 IREB2 PTCH1 PDLIM5 CILK1 CARF ZNF236 C1QTNF7 EIF1AD RIMKLB SYNGR3 KIN DLL1 TRAK1 PPM1A OLFML2B SH3GL3 HNRNPA1 LIN9 PPP1R2 LIN54 RALGDS MINDY3 POLR1F HNRNPA2B1 PNISR SET DCAF6 FAM126B B3GLCT ARID4A RABGGTB CDK19 RORA ARID1B SORBS1 PARPBP E2F5 C7orf57 RPRD1A CTTNBP2NL GRM5 DCLK3 MED6 EEA1 SMARCA5 KLHDC2 PTMS DOCK11 YTHDF3 BTF3L4 OTX2 TLE4 ZFY TTC30A USP25 AGTR1 MYT1L PHYHIPL RTN1 ACTR3C CCDC126 DNAJB5 PRKAA1 C18orf63 KIAA1217 SLC6A17 PPP1R21 PIK3C2A MIF4GD NR5A2 SNCAIP DNPEP CEPT1 CIAO2A FAM204A DACH1 SPOCK3 ARID4B CRY1 HNRNPA1L2 SEC22C RC3H1 PTER HIC1 NOL4 GNAL TAF4B GNA13 SGO1 DCLRE1B PCSK2 TMTC2 GTF2A1 FBXO45 PUM1 LRCH4 SPRED1 ACTR3 USP24 ITGA6 NCKAP1 TRIM6 VCL PPP1R15B SYF2 TFRC CLDN1 RAD21 PCDH8 AASDH E2F8 TLE1 ERF SRSF2 AFF3 LTN1 PI15 LHFPL3 GTF2I REV3L ADRB2 FOXN2 NAA20 FBXO33 PHACTR2 AKAP13 UBE3C VAV3 PEX5L WIPI1 DUSP6 ZMYM4 SDC2 MON2 ARHGAP20 KCNJ15 TSHZ3 CNOT6L HIP1 SLC6A4 CDH20 GRK5 LIPG CCL7 KIAA1109 KDM7A CWC22 CHD1 CTR9 WNT5B UBXN7 SLC6A11 ATG2B FRMD6 MBNL2 RPRD1B GOLGA2 PSIP1 DMTF1 RICTOR MPC2 FNDC3B CNNM4 NRBF2 SHOC2 MAST4 CACNA1C NASP FGFR2 KLHL2 TM4SF4 EMP2 OTUD6B KRBOX4 MAP2 NUP35 ASAH1 KDM5B ATRX KIF21A TRPM7 TUT4 ITCH ITGAV SLC18A2 FAT3 COLCA2 RAB11B C5orf58 PPP3CA HMGCR FSCN1 ANAPC13 SEPHS1 PAK2 UBFD1 ETS2 LYSMD3 DENND4A GSK3B PECR PPP4R2 FNDC3A CLDN12 DDX21 NKTR GIGYF2 ULK1 ZDHHC20 ALKBH8 UBE2B GDAP2 FREM2 COL4A1 SLC2A13 EIF4ENIF1 MBLAC2 LRRC32 KLF2 RAB2A PPM1L CECR2 TAS2R14 UBE2Q2 SBF2 CRACD KLF3 TRGC1 PRPF8 SPAST TCF20 HIPK3 BRIP1 THAP12 CCDC102B SCARF1 ZNF302 ELOVL2 PSD2 SLC6A14 DENND1B EIF4G3 JPH1 CCNE2 TGFB3 ULBP1 ACVR1 ZNF506 FGD6 CUL1 ATP6V1H TRHDE RAB3GAP2 ZNF430 MYCBP2 RSRP1 NADK2 UBE2W ATL1 GNAQ COL19A1 RIPPLY2 LRRC1 MPP6 BRF2 SDHAF3 ZNF326 PLAG1 DCAF7 STK40 RNF149 TTF2 F3 DAAM1 VAPA RAB6B SCAMP1 NUP58 BRD1 POLR2K KMT2C N4BP2 PANK3 SP4 ANO4 SUN1 TAOK1 TEAD1 AKAP6 YTHDC1 COG7 LSM14A SRBD1 SELENOK ZFYVE16 FBN1 MARK1 KBTBD7 IGFBP1 PPFIA2 ZMIZ1 LAMP2 SCN7A ID4 RHOBTB3 DCC BCAP29 SPOPL SRSF1 MRPL44 ZNF569 RASGEF1A GULP1 RNF180 GNB4 NFAT5 ARFGEF2 FOXP1 NTN4 RNF24 DCBLD2 FAM126A FSTL5 CLOCK LRP6 PLEKHA6 RBM12B LIX1L CHD3 LGALSL CAMTA1 BST1 EIF4A2 COL1A2 RELCH PPP4R3B FAM117B CERT1 GATA3 MAP2K3 VMA21 NBEA LRRTM4 TRIM63 FBLN5 MMS22L MEF2D RAB11FIP2 TMED7 RAB10 ELK4 BMPER EDIL3 DOCK10 RBM22 CPEB3 BASP1 ADAM28 EGFL6 MALT1 IGF1R LGR4 PLPP3 RASEF EPHB4 PAN3 RAB14 MED14 PDZRN3 NECTIN1 GNAI3 IPMK PLCL2 TAFA4 HECTD2 ANO5 FYTTD1 NUP98 DNALI1 TMEM132B MYCN RFX1 C1QBP MAGI1 KIF2A NUDT12 NF1 LATS1 HOXA9 APOOL GLCCI1 FAM76B CACNA2D1 PDE10A SV2B SNAPC1 ACBD3 CYP7B1 RNF216 JAG2 FAM3C CREBZF AKAP9 CALN1 ELAVL2 C11orf58 KIF3A MLLT6 AHR CEMIP2 CEP76 GPR158 GRIA3 CORO1C GABRG1 SAMD12 APPL1 ZFPM2 NCOA2 DENND2B HES1 MMP20 BCL6 BTAF1 SLC34A2 GUCY1B1 WAC ARIH1 CLDN16 HECTD1 ID1 TRA2A NLGN1 OTUD4 SLC4A5 MTARC1 ALG10B AMMECR1 SCN2A ZIC1 CLASP2 FA2H FBXO43 CCDC186 SPINDOC ALDH1L2 USF3 NAA16 LILRA1 SPRY1 B3GNT2 GRM3 TCERG1L UBE2H HOOK3 MATN2 IRX3 BLOC1S4 PRDM2 ZC3H11A MEX3B EBF3 TASP1 TOB1 RNF138 PPM1D ROCK1 DLX2 VEZF1 BRWD3 RAB6D SFPQ HERC2 CPNE2 GDAP1 MEF2C BMP3 LCOR TBC1D2B PARD6B FBXO34 FNBP4 DACT1 YY1 RAPH1 KIAA0408 CLIP1 RSF1 L3HYPDH ATAD5 MAPKAPK5 FOXO1 RBPJ ZNF518B WWC2 KIF11 SEMA3C AAK1 UBQLN1 STK38L BHLHE40 EPS15L1 ARHGEF33 BMPR2 INO80D NPY1R MBNL1 ISM1 ZBTB39 FLT3LG RPS16 CFTR TNS3 HIVEP2 GTF3C3 CEP41 NFYB TVP23C OLIG3 RHOT1 AKAP10 SOS2 KRAS UBN1 PHIP DOCK1 GPRIN3 OXR1 CD38 NUDT11 XPO1 NAA25 SLC39A6 MSANTD2 IMPACT BAZ1B DR1 PRPF38B SGTB COL11A1 NUFIP2 CREBRF SPESP1 SLAIN2 USP32 PRR12 SOX9 SPEN UNC119B ZNF827 MAN1A1 POU4F2 NEUROG2 STON2 NPY MMAB GOLIM4 SP8 ACVR2B CCNY CADM1 NR4A3 GRHL3 SCAI AUTS2 SCX TET2 USP34 LRP1B RIF1 PIKFYVE CAB39 TMEM87A ZMYM6 LRRC4 ZFYVE21 USP12 ZNF800 SOWAHC TIGD7 FGF7 GPR37 ERI1 WDR26 MIR30A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30A_5P CALU KXD1 MBTPS2 LIMCH1 IDH1 HDAC9 ADAM22 SIX4 AFF4 ATF1 MMD SLC25A21 LRRC8D ZBTB44 FAM83F GRIA2 UBN2 TMEFF1 RASD1 SLC38A2 LYN CAMK2D PRKAA2 CYB561 NCALD AGO3 SNX16 TENT2 CBLB FBXO32 UBN1 BMT2 A1CF PDCD10 FNIP2 PGP SRSF7 GNAI2 ITGA6 MBNL3 MXRA5 MARCHF6 SOGA1 DIPK2A PRG4 OXR1 TRPM7 FZD3 TMOD2 RGS8 TNRC6C ERG ADAM19 ELAVL4 BCL10 SCN8A CHD7 SIX1 HIVEP1 PLAGL2 ASB4 CERT1 KLHL28 CHL1 RALGPS1 RAP1B RHEBL1 SNX33 LPGAT1 MIER3 MLXIP ATG5 DGKH ZNF518A RORA EFNA3 TULP4 VAT1L BCL9 EDEM3 NEURL1B LGI1 B4GALT6 STRIP1 IFNAR2 TSEN15 TNIK PRPF40A RHD KDM3A JDP2 KLF12 NCAM1 DSG2 TUT7 SCML1 PRUNE2 DMXL2 KLHL20 PPP1R18 UBE2I ZMYND8 SDAD1 LYPLAL1 DNMT3A PPID ELMOD2 SLC35F1 DLGAP1 MAT2A MTDH DCUN1D1 PPP1R2 MAST4 SLC25A34 CARS1 CHIC1 NR4A2 CPEB3 SEMA3A NEFL PER2 LIN28B PAAF1 CAMKK2 NFAT5 ARID4A RFX6 ZFAND5 ANO4 SAMD8 PEX5L SAMD4A CTHRC1 MRPL19 ADAMTS9 GCLC SUV39H2 SLC12A6 ARMH3 SLC35A3 CRKL BECN1 NAP1L2 CMTM4 ASB2 PHTF2 HOXA1 ARHGAP29 PAPOLB CCDC117 CDC37L1 R3HDM1 CSNK1A1 SLC35B4 VIM SCAF4 PAXBP1 NUP93 ZNF382 CSAD PPARGC1B PPP1R12A EPB41 SNAI1 RBM12 SETD7 ITGB3 C9orf72 MZT1 FAM91A1 ZPBP2 SEPTIN8 DLL4 ACTR3C XPR1 ABL1 P4HA1 FOXG1 RAD23B SNX18 ZNF280B STX16 GPT2 MAP3K7 MYH11 FAM126B TBL1XR1 RHOB AP4E1 CARF WDR44 NADK RAB15 PNKD PTPN13 FAM13C BRAP ZFAND1 DSTYK MAP4K4 GSKIP PROSER1 TMEM229A CADPS SLCO6A1 CBX2 P4HA2 RAI14 ZNF507 PRDM13 PPP1R9A MAP3K2 CEP170 STAG2 YPEL2 SCN3A PDE7A LMLN HCFC2 COL13A1 ANXA2R CNOT6 FAM160B1 AFAP1L2 HIPK2 REEP1 PIK3CD ZNF608 ERLIN1 HACE1 SOCS3 CAPZA1 NRG3 OVOL1 OSTM1 CACHD1 MAP3K13 SYNGR3 TTC8 NF1 PLIN3 DLG5 PIEZO2 EED KLF8 ANKRD17 PRDM1 UNC5C CFL2 CCNA1 EDNRA PON2 PSD3 DPY19L3 FAP BCL11B GLCCI1 IGF2R ADAM12 ITGA8 MYO5A ZNF711 ZXDA FAM229B TMEM87B CHST2 YOD1 ZNF22-AS1 NTNG1 RAB2A STXBP5 PPP4R4 AVL9 TAF4B RALGDS SDK2 ASB3 SH3RF1 FLVCR2 PRLR RAP2C PDE4D ROR1 LARGE1 KATNBL1 GPR19 ALG10 LHX1 FOXD1 SCARA5 HBS1L CDCA7 PAPOLA IRX4 EML1 LMBR1 ERRFI1 RPRD1A FBXL17 SCN2A PTP4A1 CHMP2B GJA1 CUL2 GRM5 RASA2 ARAF MCF2L EEA1 JAKMIP2 MAN1A2 BRD1 FAM210B PTPDC1 CCDC43 PIP4K2B PAX3 YTHDF3 CBFB EEF1A1 KSR1 SETD5 YAF2 ZFY DCTN4 SLC35C1 PICALM ANKHD1 MKRN3 YPEL5 SLC4A7 FBXL20 TM4SF1 CCNK TNRC6B PTPN2 SMDT1 LRRC8B TENM1 C4orf19 STK35 USO1 PCDH17 CCNT2 PCMTD2 ATP2A2 MEX3C MSI2 ITPK1 PCGF5 NR5A2 PFN2 PHACTR2 PIGA TTLL2 TENM3 TBC1D10B POLR3E PDSS1 MPZL3 GAREM1 IRF2BP2 FAM133A SCN9A AVEN NKX2-2 PGM1 TRIM13 STAC PIP4K2A PLPP6 LHX8 WIPF3 GDE1 DLGAP4 RTN4IP1 TTLL7 PLA2G12A GOLGA8A ZDHHC17 BAHD1 SEC23A TEPSIN DDAH1 UBAC1 RNF165 SYPL1 RAPGEF2 SACS RARG GMNC CNOT9 ZBTB18 FKBP3 CAPN5 SNX10 FBXO45 RAB8A EPC2 TP53INP1 ATXN1 ZCCHC3 RAVER2 NLGN1 ZNF644 OTUD4 NT5E CYP3A5 PGM3 ERICH3 ZEB2 ALG10B SCN1A MYO1H NFATC2 SLC25A36 ABCC9 EIF5A2 SCEL COL25A1 GMEB2 YTHDC1 NEUROD1 DOCK7 PNPLA1 RAB23 NUCKS1 LMBR1L MYBL2 PPARGC1A RAB32 FAM214A CNKSR2 KLF10 PI4K2B DCUN1D3 STIM2 SKP2 MARK1 LCLAT1 DESI2 SHOC2 CAMK4 TMEM170B IQCB1 JPH4 RFX7 UBE3C MED12L CERS6 BCL2L11 NHS EXOC6 GOLGA1 RNF122 SRGAP3 SLC7A10 OTUD6B GOLGA4 GNG10 GRM3 CDH20 PDXDC1 CD2AP SCYL3 CACNB2 PPP1R1C TDG CHD1 SMAP1 ELL2 SEPTIN7 SAP30BP MIER2 MEX3B SH3PXD2A RIMBP2 FAM43A RUNDC3B LRRC8C FRMD6 PSMD7 TASP1 TNXB CCDC6 GNA13 LPP WDR7 TMEM87A ATL2 MARCHF8 TMCC1 PPP3R1 EXTL2 ARHGEF6 TWF1 ADRA1D EDC3 NEFM SOCS6 RTKN2 ZNF704 ATG12 CHST1 NUS1 PLEKHO2 RASA1 BNC1 IRF4 LCORL BRWD3 RRAD SRSF10 PLEKHM3 STK17B C3orf14 SEC22C RUNX2 E2F7 SH2B3 TOX KIAA2026 SSH2 SPOCK3 TMEM181 S100PBP APBA1 EPG5 MAST3 CPSF6 GOLGA6C NAALADL2 ANKRA2 FBXO34 DACT1 AC012236.1 SHISA3 TM4SF20 RAPH1 LRRC40 LRRC17 TAB3 GNPDA1 FAM199X JOSD1 RAB4B GLDC KIAA0408 ST8SIA4 TLCD4 RNF220 IL36RN OMG ACTC1 CCDC97 MAP6 HIC2 PHF13 CAMK2N1 CCNJL ADGRA2 LIN28A ZBTB6 HNRNPUL2 LIFR NSG1 GATM KCNA4 DNAJC13 MAML1 CELSR3 STX2 CSGALNACT1 SNAI2 FNDC3A NECAP1 MEIOB GRIN2A RRAS2 GIGYF2 ABHD10 USP48 CRACDL EML4 WIPF1 CALCR GFPT2 NR6A1 IRS1 MAP3K5 USP37 KMT2A KIF11 SLC35F3 KCTD8 GARRE1 SLC5A3 CPNE8 ACTR1A AZIN1 NAV3 MAFG SMAD1 RUNX1 FLVCR1 ADAM9 KPNA6 NFIB ADAMTS6 UGT2A3 NRIP1 GALNT1 SLC30A4 ZNF519 SEMA6B INO80D ARID5B THAP12 LRFN2 RAPGEF4 CECR2 RNF157 ARID1A ELOVL2 DENND1B ZNF521 FAM110B WDR64 VAT1 NDEL1 SNTB2 KCTD7 CEP41 CCNE2 B3GNT5 BCOR MIA3 DOLPP1 ACVR1 WDR82 IP6K3 MFSD6 MBOAT1 FGD6 RTN4R TFDP1 CYP24A1 ZNRF1 ADO LOX PLPPR4 OSBPL8 ESCO1 SLC38A7 KRAS GRB10 TRIO ZBTB41 FRMPD1 SOX13 ADAMTS3 SPAST DPY19L1 PHIP MEOX2 FAM13A GALNT2 NHLH2 PALM2AKAP2 ZCCHC2 XPO1 ELAVL2 NAA25 STT3B COL9A3 ESPN ADRA2A SEC61A2 TOGARAM1 RAB27B UBE2J1 GLI2 FIGN MARCHF4 TBC1D15 OGA IL1RAPL2 NUFIP2 FRZB BNC2 PDS5B CCDC120 TENT5A CAND1 SOX9 SLC6A6 BRWD1 SPEN PAWR CEP350 ELOVL5 GALNT7 VPS26B WWP1 C14orf28 ADGRL3 PDGFRB MAPK8 CAMK2N2 LRRK2 GPCPD1 PPTC7 KLF9 TAOK1 MFHAS1 KMT2C PRICKLE1 SP4 INPP4A ME1 PPP3CB DOK5 DPYSL2 NDUFC2 ADGRA3 MAB21L1 CNST JADE3 NAPG ZBTB11 LYRM7 MAP3K21 TLL2 MAP11 SEC24A RAB38 PPP3CA KIAA1549 DNAJC25-GNG10 SOCS1 KCTD16 STOX2 SNX8 ATRN RARRES1 MROH9 CLOCK BNIP3L STK39 CSNK1G1 TCIM VOPP1 NFATC3 VKORC1L1 KIF16B BDP1 ARHGAP26 TNRC6A DDX59 TBC1D2B UBE2V2 CDK12 TTBK1 DDIT4 SLC9A8 IDE REEP3 ZFC3H1 WASHC4 ZNF286A PTGFRN GABRB1 NEDD4 YY2 UBE2V1 CFAP97 ATP2B1 LRP6 TSPAN2 LET_7F_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7F_1_3P NUDT4 PRDM16 ARNTL NR2F2 BTBD3 UBN2 FZD6 PRRC1 CTNNB1 ELOVL7 SATB1 SLC39A10 MNX1 TCF3 KLF4 MARCHF6 BTNL9 STK24 ARAP2 PFKFB3 NRP2 NDC1 BDNF ANK3 CDC7 WASF3 NR3C1 KPNA3 DGKH PHC3 PTPRE C11orf54 CEP192 PEAK1 RAB11FIP3 HNRNPD HTR2A CMPK1 SPRY2 ANKRD44 QKI ASAP2 DCUN1D4 UBTF ASB11 THRB CCNA2 HSPA14 FSHB ARHGEF28 MECOM TBR1 KLF12 DSG2 KDM2B TMTC4 JAK2 ATF2 PIAS1 ZMYND8 CEP57 LYPLAL1 TGFBR3 GLS PTBP3 FRMD4B SRSF11 AKAP12 ZNF367 JAG1 RHOA LY75 MTF1 FBXL3 PSD3 UBL3 SECISBP2L SLC35A3 CASP8AP2 HS6ST2 HEATR5B SMARCA2 ZNF780A UBR1 KDM6A ICE1 U2SURP TSLP CRISPLD1 ITM2B PAXBP1 FRS2 CTU2 ARHGAP12 DYNC2LI1 ACTL6A DLL4 ZNF292 UBE2H GP1BA OPA1 CNTN1 ARHGAP44 WWC1 SALL3 NRP1 ITM2C DKK3 CPEB2 EFNB1 FUT9 PPP1R3F ZBTB14 SPTB PUM2 UTRN EFR3A NGDN F2RL1 TVP23B APP BAG2 DOP1A PIK3R4 RDX DPM1 AKTIP AP1S3 IKZF2 TET3 CENPE ABI1 SEPTIN9 MLLT10 DERL1 IER5 LEMD3 HMGXB4 CNOT6 TAF2 IREB2 PTCH1 PDLIM5 CILK1 CARF ZNF236 C1QTNF7 EIF1AD RIMKLB SYNGR3 KIN DLL1 TRAK1 PPM1A OLFML2B SH3GL3 HNRNPA1 LIN9 PPP1R2 LIN54 RALGDS MINDY3 POLR1F HNRNPA2B1 PNISR SET DCAF6 FAM126B B3GLCT ARID4A RABGGTB CDK19 RORA ARID1B SORBS1 PARPBP E2F5 C7orf57 RPRD1A CTTNBP2NL GRM5 DCLK3 MED6 EEA1 SMARCA5 KLHDC2 PTMS DOCK11 YTHDF3 BTF3L4 OTX2 TLE4 ZFY TTC30A USP25 AGTR1 MYT1L PHYHIPL RTN1 ACTR3C CCDC126 DNAJB5 PRKAA1 C18orf63 KIAA1217 SLC6A17 PPP1R21 PIK3C2A MIF4GD NR5A2 SNCAIP DNPEP CEPT1 CIAO2A FAM204A DACH1 SPOCK3 ARID4B CRY1 HNRNPA1L2 SEC22C RC3H1 PTER HIC1 NOL4 GNAL TAF4B GNA13 SGO1 DCLRE1B PCSK2 TMTC2 GTF2A1 FBXO45 PUM1 LRCH4 SPRED1 ACTR3 USP24 ITGA6 NCKAP1 TRIM6 VCL PPP1R15B SYF2 TFRC CLDN1 RAD21 PCDH8 AASDH E2F8 TLE1 ERF SRSF2 AFF3 LTN1 PI15 LHFPL3 GTF2I REV3L ADRB2 FOXN2 NAA20 FBXO33 PHACTR2 AKAP13 UBE3C VAV3 PEX5L WIPI1 DUSP6 ZMYM4 SDC2 MON2 ARHGAP20 KCNJ15 TSHZ3 CNOT6L HIP1 SLC6A4 CDH20 GRK5 LIPG CCL7 KIAA1109 KDM7A CWC22 CHD1 CCDC186 CTR9 WNT5B UBXN7 SLC6A11 ATG2B FRMD6 MBNL2 RPRD1B GOLGA2 PSIP1 DMTF1 RICTOR MPC2 FNDC3B CNNM4 NRBF2 SHOC2 MAST4 RFC3 CACNA1C NASP FGFR2 KLHL2 TM4SF4 EMP2 OTUD6B KRBOX4 MAP2 NUP35 ASAH1 ATRX KIF21A TRPM7 TUT4 ITCH ITGAV SLC18A2 FAT3 COLCA2 RAB11B C5orf58 PPP3CA HMGCR FSCN1 ANAPC13 SEPHS1 PAK2 UBFD1 ETS2 LYSMD3 DENND4A GSK3B PECR PPP4R2 FNDC3A CLDN12 DDX21 NKTR GIGYF2 ULK1 ZDHHC20 ALKBH8 UBE2B GDAP2 FREM2 COL4A1 SLC2A13 EIF4ENIF1 MBLAC2 LRRC32 KLF2 RAB2A PPM1L CECR2 TAS2R14 UBE2Q2 SBF2 CRACD KLF3 TRGC1 PRPF8 SPAST TCF20 HIPK3 BRIP1 THAP12 CCDC102B SCARF1 ZNF302 ELOVL2 PSD2 SLC6A14 DENND1B EIF4G3 JPH1 CCNE2 TGFB3 ULBP1 ACVR1 ZNF506 FGD6 CUL1 ATP6V1H TRHDE RAB3GAP2 ZNF430 MYCBP2 RSRP1 NADK2 UBE2W ATL1 GNAQ COL19A1 RIPPLY2 LRRC1 MPP6 BRF2 SDHAF3 ZNF326 PLAG1 DCAF7 STK40 RNF149 TTF2 F3 DAAM1 VAPA RAB6B SCAMP1 NUP58 BRD1 POLR2K KMT2C N4BP2 PANK3 SP4 ANO4 SUN1 TAOK1 TEAD1 AKAP6 YTHDC1 COG7 LSM14A SRBD1 SELENOK ZFYVE16 FBN1 MARK1 KBTBD7 IGFBP1 PPFIA2 ZMIZ1 LAMP2 SCN7A ID4 RHOBTB3 DCC BCAP29 SPOPL SRSF1 MRPL44 ZNF569 GULP1 RNF180 GNB4 NFAT5 ARFGEF2 FOXP1 NTN4 RNF24 DCBLD2 FAM126A FSTL5 CLOCK LRP6 PLEKHA6 RBM12B LIX1L CHD3 LGALSL CAMTA1 BST1 EIF4A2 COL1A2 RELCH PPP4R3B FAM117B CERT1 GATA3 MAP2K3 VMA21 NBEA LRRTM4 TRIM63 FBLN5 MMS22L MEF2D RAB11FIP2 TMED7 RAB10 ELK4 BMPER EDIL3 DOCK10 RBM22 CPEB3 BASP1 ADAM28 EGFL6 MALT1 IGF1R LGR4 PLPP3 RASEF EPHB4 PAN3 RAB14 MED14 PDZRN3 NECTIN1 GNAI3 IPMK PLCL2 TAFA4 HECTD2 ANO5 FYTTD1 NUP98 DNALI1 TMEM132B MYCN RFX1 C1QBP MAGI1 KIF2A NUDT12 NF1 LATS1 HOXA9 APOOL GLCCI1 FAM76B CACNA2D1 PDE10A SV2B SNAPC1 ACBD3 CYP7B1 RNF216 JAG2 FAM3C CREBZF AKAP9 CALN1 ELAVL2 C11orf58 KIF3A MLLT6 AHR CEMIP2 CEP76 GPR158 GRIA3 CORO1C GABRG1 SAMD12 APPL1 ZFPM2 NCOA2 DENND2B HES1 MMP20 BCL6 BTAF1 SLC34A2 GUCY1B1 WAC ARIH1 CLDN16 HECTD1 ID1 TRA2A NLGN1 OTUD4 SLC4A5 MTARC1 AMMECR1 SCN2A ZIC1 CLASP2 FA2H FBXO43 SPINDOC ALDH1L2 USF3 NAA16 LILRA1 SPRY1 B3GNT2 GRM3 TCERG1L HOOK3 MATN2 IRX3 BLOC1S4 PRDM2 ZC3H11A MEX3B EBF3 TASP1 TOB1 RNF138 PPM1D ROCK1 DLX2 VEZF1 BRWD3 RAB6D SFPQ HERC2 CPNE2 GDAP1 MEF2C BMP3 LCOR TBC1D2B PARD6B FBXO34 FNBP4 DACT1 YY1 RAPH1 KIAA0408 CLIP1 RSF1 L3HYPDH ATAD5 MAPKAPK5 FOXO1 RBPJ ZNF518B WWC2 KIF11 SEMA3C AAK1 UBQLN1 STK38L BHLHE40 EPS15L1 ARHGEF33 BMPR2 INO80D NPY1R MBNL1 ISM1 ZBTB39 FLT3LG RPS16 CFTR TNS3 HIVEP2 GTF3C3 CEP41 NFYB TVP23C OLIG3 RHOT1 AKAP10 SOS2 KRAS UBN1 PHIP DOCK1 GPRIN3 OXR1 CD38 NUDT11 XPO1 NAA25 SLC39A6 MSANTD2 IMPACT BAZ1B DR1 PRPF38B SGTB COL11A1 NUFIP2 CREBRF SPESP1 SLAIN2 USP32 PRR12 SOX9 SPEN UNC119B ZNF827 MAN1A1 POU4F2 NEUROG2 STON2 NPY MMAB GOLIM4 SP8 ACVR2B CCNY CADM1 NR4A3 GRHL3 SCAI AUTS2 SCX TET2 USP34 LRP1B RIF1 PIKFYVE CAB39 TMEM87A ZMYM6 LRRC4 ZFYVE21 USP12 ZNF800 SOWAHC TIGD7 FGF7 GPR37 ERI1 WDR26 LET_7B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7B_3P NUDT4 PRDM16 ARNTL NR2F2 BTBD3 UBN2 FZD6 PRRC1 CTNNB1 ELOVL7 SATB1 SLC39A10 MNX1 TCF3 KLF4 MARCHF6 BTNL9 STK24 ARAP2 PFKFB3 NRP2 NDC1 BDNF ANK3 CDC7 WASF3 NR3C1 KPNA3 DGKH PHC3 PTPRE C11orf54 CEP192 PEAK1 RAB11FIP3 HNRNPD HTR2A CMPK1 SPRY2 ANKRD44 QKI ASAP2 DCUN1D4 UBTF ASB11 THRB CCNA2 HSPA14 FSHB ARHGEF28 MECOM TBR1 KLF12 DSG2 KDM2B TMTC4 JAK2 ATF2 PIAS1 ZMYND8 CEP57 LYPLAL1 TGFBR3 GLS PTBP3 FRMD4B SRSF11 AKAP12 ZNF367 JAG1 RHOA LY75 MTF1 FBXL3 PSD3 UBL3 SECISBP2L SLC35A3 CASP8AP2 HS6ST2 HEATR5B SMARCA2 ZNF780A UBR1 KDM6A PPP4R3A ICE1 U2SURP TSLP CRISPLD1 ITM2B PAXBP1 FRS2 CTU2 ARHGAP12 DYNC2LI1 ACTL6A DLL4 ZNF292 GP1BA OPA1 CNTN1 ARHGAP44 WWC1 SALL3 NRP1 ITM2C DKK3 CPEB2 EFNB1 FUT9 PPP1R3F ZBTB14 SPTB PUM2 UTRN EFR3A NGDN F2RL1 TVP23B APP BAG2 DOP1A PIK3R4 RDX DPM1 AKTIP AP1S3 IKZF2 TET3 CENPE ABI1 SEPTIN9 MLLT10 DERL1 IER5 LEMD3 HMGXB4 CNOT6 TAF2 IREB2 PTCH1 PDLIM5 CILK1 CARF ZNF236 C1QTNF7 EIF1AD RIMKLB SYNGR3 KIN DLL1 TRAK1 PPM1A OLFML2B SH3GL3 HNRNPA1 LIN9 PPP1R2 LIN54 RALGDS MINDY3 POLR1F HNRNPA2B1 PNISR SET DCAF6 FAM126B B3GLCT ARID4A RABGGTB CDK19 RORA ARID1B SORBS1 PARPBP E2F5 C7orf57 RPRD1A CTTNBP2NL GRM5 DCLK3 MED6 EEA1 SMARCA5 KLHDC2 PTMS DOCK11 YTHDF3 BTF3L4 OTX2 TLE4 ZFY TTC30A USP25 AGTR1 MYT1L PHYHIPL RTN1 ACTR3C CCDC126 DNAJB5 PRKAA1 C18orf63 KIAA1217 SLC6A17 PPP1R21 PIK3C2A MIF4GD NR5A2 SNCAIP DNPEP CEPT1 CIAO2A FAM204A DACH1 SPOCK3 ARID4B CRY1 HNRNPA1L2 SEC22C RC3H1 PTER HIC1 NOL4 GNAL TAF4B GNA13 SGO1 DCLRE1B PCSK2 TMTC2 GTF2A1 FBXO45 PUM1 LRCH4 SPRED1 ACTR3 USP24 ITGA6 NCKAP1 TRIM6 VCL PPP1R15B SYF2 TFRC CLDN1 RAD21 PCDH8 AASDH E2F8 TLE1 ERF SRSF2 AFF3 LTN1 PI15 LHFPL3 GTF2I REV3L ADRB2 FOXN2 NAA20 FBXO33 PHACTR2 AKAP13 UBE3C VAV3 PEX5L WIPI1 DUSP6 ZMYM4 SDC2 MON2 ARHGAP20 KCNJ15 TSHZ3 CNOT6L HIP1 SLC6A4 CDH20 GRK5 LIPG CCL7 KIAA1109 KDM7A CWC22 CHD1 CCDC186 CTR9 WNT5B UBXN7 SLC6A11 ATG2B FRMD6 MBNL2 RPRD1B GOLGA2 PSIP1 DMTF1 RICTOR MPC2 FNDC3B CNNM4 NRBF2 SHOC2 MAST4 CACNA1C NASP FGFR2 KLHL2 TM4SF4 EMP2 OTUD6B KRBOX4 MAP2 NUP35 ASAH1 KDM5B ATRX KIF21A TRPM7 TUT4 ITCH ITGAV SLC18A2 FAT3 COLCA2 RAB11B C5orf58 PPP3CA HMGCR FSCN1 ANAPC13 SEPHS1 PAK2 UBFD1 ETS2 LYSMD3 DENND4A GSK3B PECR PPP4R2 FNDC3A CLDN12 DDX21 NKTR GIGYF2 ULK1 ZDHHC20 ALKBH8 UBE2B GDAP2 FREM2 COL4A1 SLC2A13 EIF4ENIF1 MBLAC2 LRRC32 KLF2 RAB2A PPM1L CECR2 TAS2R14 UBE2Q2 SBF2 CRACD KLF3 TRGC1 PRPF8 SPAST TCF20 HIPK3 BRIP1 THAP12 CCDC102B SCARF1 ZNF302 ELOVL2 PSD2 SLC6A14 DENND1B EIF4G3 JPH1 CCNE2 TGFB3 ULBP1 ACVR1 ZNF506 FGD6 CUL1 ATP6V1H TRHDE RAB3GAP2 ZNF430 MYCBP2 RSRP1 NADK2 UBE2W ATL1 GNAQ COL19A1 RIPPLY2 LRRC1 MPP6 BRF2 SDHAF3 ZNF326 PLAG1 DCAF7 STK40 RNF149 TTF2 F3 DAAM1 VAPA RAB6B SCAMP1 NUP58 BRD1 POLR2K KMT2C N4BP2 PANK3 SP4 ANO4 SUN1 TAOK1 TEAD1 AKAP6 YTHDC1 COG7 LSM14A SRBD1 SELENOK ZFYVE16 FBN1 MARK1 KBTBD7 IGFBP1 PPFIA2 ZMIZ1 LAMP2 SCN7A ID4 RHOBTB3 DCC BCAP29 SPOPL SRSF1 MRPL44 ZNF569 GULP1 RNF180 GNB4 NFAT5 ARFGEF2 FOXP1 RNF24 DCBLD2 FAM126A FSTL5 CLOCK LRP6 PLEKHA6 RBM12B LIX1L CHD3 LGALSL CAMTA1 BST1 EIF4A2 COL1A2 RELCH PPP4R3B FAM117B CERT1 GATA3 MAP2K3 VMA21 NBEA LRRTM4 TRIM63 FBLN5 MMS22L MEF2D RAB11FIP2 TMED7 RAB10 ELK4 BMPER EDIL3 DOCK10 RBM22 CPEB3 BASP1 ADAM28 EGFL6 MALT1 IGF1R LGR4 PLPP3 RASEF EPHB4 PAN3 RAB14 MED14 PDZRN3 NECTIN1 GNAI3 IPMK PLCL2 TAFA4 HECTD2 ANO5 FYTTD1 NUP98 DNALI1 TMEM132B MYCN RFX1 C1QBP MAGI1 KIF2A NUDT12 NF1 LATS1 HOXA9 APOOL GLCCI1 FAM76B CACNA2D1 PDE10A SV2B SNAPC1 ACBD3 CYP7B1 RNF216 JAG2 FAM3C CREBZF AKAP9 CALN1 ELAVL2 C11orf58 KIF3A MLLT6 AHR CEMIP2 CEP76 GPR158 GRIA3 CORO1C GABRG1 SAMD12 APPL1 ZFPM2 NCOA2 DENND2B HES1 MMP20 BCL6 BTAF1 SLC34A2 GUCY1B1 WAC ARIH1 CLDN16 HECTD1 ID1 TRA2A NLGN1 OTUD4 SLC4A5 MTARC1 AMMECR1 SCN2A ZIC1 CLASP2 FA2H FBXO43 SPINDOC ALDH1L2 USF3 NAA16 LILRA1 SPRY1 B3GNT2 GRM3 TCERG1L UBE2H HOOK3 MATN2 IRX3 BLOC1S4 PRDM2 ZC3H11A MEX3B EBF3 TASP1 TOB1 RNF138 PPM1D ROCK1 DLX2 VEZF1 BRWD3 RAB6D SFPQ HERC2 CPNE2 GDAP1 MEF2C BMP3 LCOR TBC1D2B PARD6B FBXO34 FNBP4 DACT1 YY1 RAPH1 KIAA0408 CLIP1 RSF1 L3HYPDH ATAD5 MAPKAPK5 FOXO1 RBPJ ZNF518B WWC2 KIF11 SEMA3C AAK1 UBQLN1 STK38L BHLHE40 EPS15L1 ARHGEF33 BMPR2 INO80D NPY1R MBNL1 ISM1 ZBTB39 FLT3LG RPS16 CFTR TNS3 HIVEP2 GTF3C3 CEP41 NFYB TVP23C OLIG3 RHOT1 AKAP10 SOS2 KRAS UBN1 PHIP DOCK1 GPRIN3 OXR1 CD38 NUDT11 XPO1 NAA25 SLC39A6 MSANTD2 IMPACT BAZ1B DR1 PRPF38B SGTB COL11A1 NUFIP2 CREBRF SPESP1 SLAIN2 USP32 PRR12 SOX9 SPEN UNC119B ZNF827 MAN1A1 POU4F2 NEUROG2 STON2 NPY MMAB GOLIM4 SP8 ACVR2B CCNY CADM1 NR4A3 GRHL3 SCAI AUTS2 SCX TET2 USP34 LRP1B RIF1 PIKFYVE CAB39 TMEM87A ZMYM6 LRRC4 ZFYVE21 USP12 ZNF800 SOWAHC TIGD7 FGF7 GPR37 ERI1 WDR26 MIR495_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR495_3P KDM5D AP4S1 CALU AGFG1 NR2F2 SSX2IP ATF1 SELENOI MDM2 UBN2 NAB2 KCMF1 CBX3 CAMK2G INPP4B PIAS2 TMEM41B BPIFC SATB1 ZNF281 ITPR2 PRRG1 RAN HOXA10 SUMO1 SLC30A7 ANKRD13C UBE2D3 DCAF17 BDNF DDX3X PAF1 RBPJ HDAC9 DICER1 MLEC PCM1 PHC3 PTPRE DNAL1 TRIQK TFAP4 C21orf91 ZNF518A ETS1 PCDH20 ROBO1 FGF14 TMEM9B CMPK1 DCUN1D4 B4GALT6 NCBP1 THRB DEPDC5 HCCS SLC41A3 MECOM RUNX1T1 ENAH TCF4 STAT1 NAPB RAB18 REV1 PRUNE2 FBXW7 NQO2 ZNF273 TGFBR3 CADM1 UBA6 DPP8 FRMD4B FIGNL2 VTA1 AKAP12 CPSF2 DDHD2 LAMP2 SFMBT2 ZFAND5 CNTNAP4 KCNH5 WIPI2 PHTF2 PRKD3 PDE11A PGAP1 TENM1 RMI1 SLC16A10 AKAP11 CDC37L1 ZNRF2 U2SURP UBA52 DNER MALL RBM12 CRIPT SLC6A15 TMX3 FAM91A1 GLIS3 ZNF431 PROM2 ZNF292 IRAG2 SMIM14 HMGCLL1 AQP4 TBL1XR1 PSAPL1 UNG LNPK CCDC88A BUB1 C21orf62 C3orf33 FAM169A NR6A1 NFYC CARD6 CYP26B1 HCN1 TGIF2 PTK7 CAST CEP170 GPR63 TASOR HMGXB4 NABP1 CADPS2 GRWD1 CNOT6 EXOSC8 PDLIM5 TDRD5 HJURP NRXN3 RIMKLB FCF1 SCD5 LYPD6 PKD1L1 GABRA1 CBFA2T2 MFAP3L SULT2A1 TNFRSF21 PPP1R2 ZFX PGR MARCHF1 GFI1 CANX MACROD2 SHOX2 KIAA0232 KLHL8 STK32B HIGD1A NTNG1 FAM126B STXBP5 DMRTC2 TMEM47 RALGDS CUL4B MTF2 NFIA ANKRD26 ARHGAP5 PDE4D SLC2A14 TMED9 VGLL4 KCTD10 PTK2 RPRD1A NRXN1 NDUFB6 SHPRH ZNF599 CBFB TMED2 UTP23 CSNK1E SNAP25 BROX CA13 KLHL15 MYT1L CDON TM4SF1 NFE2L3 CCDC126 KLF8 NFIB SREK1 CCNT2 ARF6 CERS6 ITPK1 SLITRK2 BCL11A ATP8A2 TPD52L3 RPRML ELF1 CELF2 ERCC6 PBRM1 CREBBP PPP4C MGRN1 AGBL4 SATB2 RC3H1 ACTR10 COPB1 WNK1 TIMM21 SH3BGRL2 SEPTIN8 EEF1E1 SGCE CNBP PRTG BAIAP2 RAET1E KDM2A PLEKHG1 SOAT1 ANKRD6 CELF1 PLCH1 NCF2 PCLO SCEL PCDH9 COMMD3-BMI1 TAF1 ZNF43 MTA3 RBM46 GPM6A NEK7 TNFRSF1B PICALM PPIP5K2 PMP22 ZNF850 OSBPL8 OPCML DCUN1D3 PLCXD3 ANTXR1 ITGBL1 NLN LCLAT1 GAGE1 PRKAG2 PHF21A RLF CHD6 PDHA1 TMEM33 RBMS3 CYTH1 SMNDC1 DUSP6 SUCO GORAB LRRC25 KLK10 PDE3A FUT1 PTEN R3HDM2 CBX5 MLLT3 MKS1 TRMT9B ZFHX3 NUP62 SEPTIN7 GPR155 PAPLN CDKN2B MTRNR2L3 HSDL2 IDI1 RPRD1B NAA15 BACH2 PTPRA ATL2 FUBP1 RICTOR SLC44A5 LAGE3 FNDC3B ZNF704 NRBF2 MAST4 MYNN FNDC1 DENND5B OTUD6B FBXO30 THSD7A MID2 CLEC6A PEX26 P4HA2 DDX52 MAOA NAALADL2 TM9SF2 OR2L13 HSP90AA1 PCDH18 TP53INP1 ZFHX4 UBE3A FAT3 SMAD9 IER2 ZNF264 SESN3 KANK4 CEP70 ETS2 IL25 LIFR COPS7B SEC62 S1PR3 FNDC3A ZNF592 NFAT5 GUCY1A2 PRKX GOLGA7 ANLN COL4A1 RPGRIP1L GPR22 MS4A18 TRIP11 KLHL11 ALS2 SESTD1 ATXN7 POGZ EPB41L3 PRELID3B DNAJC6 SNRPB2 KLF3 NAV1 CDC42SE2 GMFB VPS13D MYEF2 MED12 ZNF708 ZNF362 DNAH7 TMX4 EZR FGF2 ARHGAP19 NCAM2 SPIN4 VDAC2 PPP6C ERCC6L2 TEX261 PPHLN1 CLDN10 WDTC1 CLCN5 TIGD6 IGF1 RHOBTB1 TFDP1 HBEGF C18orf25 FKTN MET SLC17A6 COL19A1 GAS1 EVI5 XYLT1 TESMIN MSI2 HNF4G ILF2 CERT1 ZBED4 PLAG1 FAM133A NXPE3 CDK14 IL1B TENT5A TMEM64 CFAP44 CAND1 BCL2L1 PELI1 THBS2 ZNF503 VGLL3 GPCPD1 ST18 SEL1L PABPC5 ATP2B2 GRK3 SHTN1 ZNF548 KMT2C CDKN1B SNIP1 PANK3 SENP1 AKAP6 YTHDC1 PHLPP2 CTNND2 PCYOX1 PHF6 NAPG PEX2 GRIA3 ZMYM2 TLE3 PPP3CA AIFM2 IL6R SENP6 STOX2 MGAT2 PNISR PCDHB9 BCAP29 ACBD7 ZNF391 FBRSL1 AREL1 RAI2 WASHC4 QSER1 TAFA2 C5orf22 MBTD1 LRP6 ITGA4 MIB1 CAMTA1 ASB5 PRKAA2 NKAIN1 FOXO3 PEX3 HIPK1 CAPS2 SYT15 PPP4R3B MDH1B SAR1B ARPC1A CLIC4 FBXO28 LRRTM4 PTPN2 FGF17 FGF5 CD9 NIPBL METTL4 ELK4 SLC35F2 CPEB3 HTR2C SAMD4A MINDY2 PBOV1 PLXNA4 NUP62CL WBP1L GFPT1 ESM1 NEUROD6 NECTIN3 G3BP1 PAIP2 ZNF280B TM9SF3 HESX1 UBE2Z DNAAF5 SCG2 CDK6 SENP2 CPOX CMTM4 TRIM32 UNC5C SAP18 RGS17 CDC6 CSRNP3 FKBP5 ABCE1 SREBF1 PASD1 PSME3 YOD1 PRR11 CCSER1 STK17A ACTA1 SMIM7 INSIG1 PNRC1 ELAVL1 CREBZF MINAR1 CSPP1 MANEA LAPTM4A NHLRC3 ZBTB37 ZNF280C GPR158 FAM184A TNRC18 KLF5 SAMD12 ATF7IP2 MEX3C CDIN1 PRKAR1A KDM4A TPTEP2-CSNK1E CPNE4 DDIAS MXRA7 ARRDC3 MAPK9 APOL6 CACNA1D GPR180 RAVER2 NLGN1 OTUD4 TRPC1 SZRD1 SCN2A ABHD13 PAQR9 F2RL2 TEAD2 TMX1 HSPA5 USP15 EEF2K SUPT16H TMEM170B TMEM39A ZBTB20 MPHOSPH9 ZDHHC21 BCDIN3D JUN MEF2A POU3F1 NOTCH2 FEM1C ELL2 SNX30 SH3PXD2A KSR2 PIK3CB PPM1D PTPN13 TTC6 GAB1 PRR23C FOXK1 TTC28 ONECUT2 KHDRBS2 VEZF1 AP1G1 SFPQ VPS35 HTR1B PFKFB2 ALG10B GATA3 ANKIB1 DACT1 HSPA2 PRKAB2 SLC7A14 ERI2 DENND1B ACTC1 NACC2 PSMC6 CXCL2 ZMPSTE24 PHLPP1 GRM7 BPNT2 WIPF1 DMRT1 RIMS4 KMT2A RPS6KA3 AAK1 UNC13C RBM20 ZFR ITM2A NPAP1 HTR1E TNKS INO80D PPP1CB HIVEP2 LRBA NEXMIF GTF3C3 TDRD1 ARHGAP28 BMP7 GOLPH3L GTF2A1 PDCL SMC5 JAZF1 ZBTB41 FZD4 PTPRJ NEURL1 SOX13 SPAST DCAF16 NHLH2 RLIM PDE12 NDUFS2 NUFIP2 RASGRF2 USP32 UAP1L1 GSE1 EIF4G3 PHKG2 SPEN FMN1 STK4 SDC3 MED1 PRICKLE1 EFCAB5 RORB RDH10 PRDM9 KHDRBS3 SCAI SEC24A UFM1 POU2F1 KCTD16 DNAJC3 ASB7 ATRN UPB1 SEPTIN11 CLOCK MDC1 OTUD7B TMEM167A KIF13A CDC14A RHOU TNRC6A CAB39 DDIT4 LRRC4 DGKH SOWAHC TMEM19 FGF7 SLX4IP TMEFF2 MIR5582_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5582_3P AP4S1 EVI2B AGFG1 GUCY1B1 LARGE2 SIX4 ARPC3 CTCFL ZNF148 FCHO2 IL31RA DLG3 PIAS2 C17orf75 SATB1 IQCJ-SCHIP1 CCAR1 RBM24 TP63 KALRN SLC39A10 KLF4 PRIMPOL UTY TCEAL9 RUFY2 CDC14B BCL10 URI1 DDX3X PAGE2B WASF3 MIER3 DGKH PHC3 CSK ZNF518A GRIA2 ICE2 RSKR CMPK1 SPRY2 CGGBP1 QKI B4GALT6 GCNT1 LRRC28 ANKRD28 NSL1 SGCZ SYTL2 GLCE WDR41 A1CF ROBO2 RCC2 DSG2 REV1 HNRNPR KCNH1 PIAS1 TRPS1 DCTN5 MYOF DCP1A CRMP1 DSCC1 MTDH ATXN2 DCUN1D1 TMEM74 YWHAZ KCNN3 ETNK1 PCDHGA5 CNTNAP4 PCDHGA11 MTF1 FBXL3 TRIM60 PLPPR1 KIAA0319 GPATCH2L ZBTB20 PCDHGC3 RASGRP3 REST CCDC117 PPP1R12B U2SURP CTBS FAM222B ADRA1A PAIP1 MIEF1 OPHN1 TTC19 AFF1 GLIS3 TXNRD1 THUMPD1 CTSB TSEN2 SINHCAF ACVR1B DNAJB14 ARPP19 IFT81 DKK3 PGRMC1 FAM122B GUCY1A1 LNPK TVP23B FAM169A CADM2 COLCA1 IKZF2 ABI1 TYW3 GPR63 TASOR FAM76A CREB1 TAF2 RAP2B GIMAP1 HERPUD1 METTL14 FGF23 AMFR HMGCS1 COIL OPRM1 OLFML2B HACD1 TRIM33 USP33 SHC1 CYSLTR1 TFCP2 MRE11 ZFX MTX3 TMEM158 ATRNL1 CYRIB MYO1B THUMPD3 ADD3 TLK2 CC2D2B FAM126B STXBP5 TIAL1 PRLR ZFAND4 SGIP1 RNF38 RPRD1A PHF2 MKLN1 NRXN1 KIAA0895 DBT SMARCA1 SLC25A16 DGLUCY GUCY1A2 PHF3 MEX3D EDEM3 ZNF555 SPAG9 SHPRH KIAA1143 CDK13 DCUN1D5 EML2 KLHL15 DPPA5 EPHA5 CSDE1 PAGE5 NFIB FSD1L SREK1 ROCK2 RRNAD1 ZNF652 KIF2A BCL11A TMEM255A MPZL3 NT5C3A DACH1 GSK3B SNAP91 CTDP1 ERCC6 PBRM1 MRGPRX2 CAV2 AGBL4 RPS6KA6 ZFYVE28 RAD23A ZBTB21 MAPK4 PCDHGA3 IGF2BP3 JAKMIP2 FAM133B BCLAF1 SPRED1 ATXN1 WDR47 HTR2C ERICH3 ALCAM SLC1A3 ZNF680 CDCA4 TFRC RAB3C CRHR2 RAD21 CHSY3 C2orf88 SERTAD2 GPM6A NEK7 WDTC1 OSBPL8 ZNF772 C1GALT1 C3orf70 HOXA3 ZMYND11 LCLAT1 SPC25 NR3C2 NRK FOXN2 DTWD2 CD164 SUGCT ZNF493 C17orf58 RBMS3 LRIG2 ZNF860 GNL3L GPR85 ARL14EP NUDCD1 EXOC8 SLC16A1 TNFRSF9 CNOT6L ESYT3 GADD45A MAFB PCDHGA9 SOHLH2 VKORC1L1 COL5A2 ZFHX3 CXADR HELZ CCDC186 MFSD14B TAL1 SPIRE1 UGT2B10 LGR5 SFR1 RRM2 BACH2 CRYBA1 SH3BP2 PSIP1 ATL2 SLC22A7 PJA2 QSOX2 SLC44A5 RNF217 CAMTA1 ENOPH1 WEE1 ZNF704 ATXN3 CD47 SHOC2 SCNN1G SREK1IP1 LCORL TRIP12 KRAS WNT5A CXCL3 TIPARP OTUD6B MAP2 THSD7A MMP10 SEH1L ZBTB33 PLD5 RASGRP1 RIPK2 PTPRG KDM5B INCENP ATRX LCP2 JRKL ASNSD1 CENATAC LY75-CD302 TRPM7 AMER2 ZNF713 ANAPC1 ZNF175 DAZ3 OCLN EYS CCSER2 C1R TRIM9 RHEX HERC4 ZNF618 INPPL1 ST8SIA4 SESN3 MOSPD1 PPP3CA MED30 PPM1A TCTEX1D1 ZBTB6 SLF2 DAZ1 PARG SEC62 MAML1 PPP4R2 PCDHGB3 DAZ4 CRTC3 ABCB10 RPGRIP1L SLC2A13 GPR22 TRIP11 MBLAC2 ATXN7 KIF3B PIGP PPAT FILIP1 FAM120A PTAR1 DNM3 ESYT2 PPM1B NAV3 RUNX1 MYEF2 MED12 SNRPD1 TCF20 PIN4 ZZZ3 GOSR1 RNF19B INSIG1 CPEB1 NEMP1 PRKCA BCLAF3 ANGEL2 DENND1B FAM110B SKIL PCDH7 DAXX SHC4 FBXL2 TRIM5 ADGRL2 C18orf25 NOVA1 STIM2 NINL PGM3 COL19A1 GAS1 LRRC1 TNPO1 EVI5 SLMAP SLC9A4 USP53 SPICE1 STT3A ADAMTS5 RAB27B ZNF780B BAIAP2 RNPEP CBFB BRWD1 DAZ2 MTCL1 LIN7A SCAMP1 SEL1L ZNF468 STC2 STARD4 CPB2 LONRF2 ZNF620 LUZP4 FAM53C KANSL1L CDKN3 ADGRL1 RBBP7 PCBP1 LCOR TAOK3 INAFM2 TFAP2A MGAT2 PNISR CNTN1 BCAP29 SRSF1 WAPL PPIL3 RAPGEF5 DENND4C TMEM123 ARFGEF1 NFAT5 ARFGEF2 CNTLN SRP72 XK ACP7 CD302 ARHGAP21 RHOF L3MBTL3 LRP6 ACKR4 TMCC1 CCDC169-SOHLH2 TRMT13 CDC42BPB PPP4R3B NBEA PCK1 ZNF736 CTTNBP2 ZYG11B PPIG PLRG1 MED10 PAFAH1B2 ELK4 ELMOD2 TOX2 TXK SLC25A34 NR4A2 TOP2A SAMD8 DERL2 CELF5 PSEN1 GFPT1 OTULINL ZNF814 MZT1 ZNF280B CDKL2 SORCS1 HECTD2 ANO5 RYK ZNF606 UBR2 SCG2 CDK6 MAP3K2 BBS7 PHF20L1 CDC14A MAGI1 B3GALT2 SPTLC2 PCDHGA10 HAND2 TTPA FRY LATS1 RAB39A SLC12A2 ABCD4 GPALPP1 FYB1 PAPOLG FAM76B ADAMTS19 ZNF711 TOX3 DCK YOD1 MAP4 AVL9 STK17A MTMR6 CTAGE1 SUB1 ELAVL1 ZNF396 GJA1 TPMT SOX2 SPCS1 ZNF280C PCDHGA2 CALHM5 GABRG1 PRDM2 HDAC2 ABHD6 SASS6 ZFPM2 KHDC4 LUC7L3 TMED5 AGA ZNF100 TIAM1 ARRDC3 PCDHGA12 SHCBP1L RBM47 ADAMTS18 TRUB1 TOR1A COL5A1 TJP2 TP53BP1 ADCY2 TMEM38B ACKR3 THAP2 PLAGL1 NXPE1 LPIN2 FRMD3 SUPT16H CLVS2 MREG SGMS1 FKBP1A ZDHHC21 CNTNAP2 TRIM23 MED13L PAGE2 MED28 ATAD2B HOOK3 TDG ATG14 MEX3B LRRC8C GABRG3 RAP2A RNF138 PIK3CB ADAL NFKBIZ PPP3R1 PATZ1 TRAPPC10 ONECUT2 UACA BRWD3 PCDHGB7 HLTF RPF1 MED13 STYX SERINC5 PARD6B SPDYA AGO4 GDPD1 SHISA3 SLC7A14 PCDHGA8 RAPH1 SMAD6 TLCD4 SERP1 IL20 UBE2D1 PCDHGA1 RSBN1 DYRK2 CCNC CDK19 HERPUD2 ARHGAP32 SELENOF DSC2 TNFSF8 AAK1 SLC7A11 NLK SH2D4B BMPR2 CYP3A4 INO80D TRIM59 WDR64 MAB21L2 NEXMIF LCA5 MARCKS JMY VCPIP1 ZBTB41 FZD4 PCDHGA7 DPY19L1 PHIP KLHL4 PTPRK COL24A1 KLHDC10 ERP44 DR1 NUFIP2 STK4 KLF9 CTSC PCBP2 ACVR2B CSTF3 SCAI PSPC1 LYRM7 SF3B1 FRA10AC1 APPBP2 PDLIM2 KBTBD8 STK39 SCHIP1 TCF7L2 FNDC3A IDE TET1 MIR4729 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4729 IPO5 MBTPS2 GUCY1B1 ARNTL CHURC1 BRME1 MCM4 MDM2 OTP RWDD3 KLK12 UBN2 HIRA FCHO2 AGTPBP1 PRRC1 PLCXD1 GAD2 SATB1 TP63 ATP11C MBNL3 MARCHF6 SNAP23 OGT STAM PTH RBL1 CCDC59 CELF4 HOXA10 DDN ANKRD13C BIRC6 UBE2D3 BDNF VIT DGKH CREB3L2 DZIP1 DNAJC9 CGGBP1 PARP11 TUSC3 MARCHF7 ANKRD28 WASF1 ARL13B SAFB2 IAH1 KCNMA1 FAM13A RNF103-CHMP3 BBX CACNB4 DCUN1D1 ARHGAP25 DCAF15 COX18 PTBP2 ETNK1 RFC1 PKLR PHACTR3 GREM2 KAT2B USPL1 SFMBT2 ZFAND5 F2R OGFRL1 MSL2 PTGER3 UBASH3B HUWE1 DSC3 TENM1 IPO7 ZNF227 ZNRF2 FBXO9 CRISPLD1 TNS1 CTBS SNAP25 ETV4 PAIP1 MEMO1 KRT72 SLC6A15 KIRREL1 UHRF1 FAM71F2 CDV3 TRAK1 THUMPD1 CCDC83 KLHDC8A TIMM17A DDX5 SMIM14 HELQ C3orf35 AQP4 DNAJB14 UBR5 PREP OVOL2 FUT9 EIF1AY MYADM CHCHD7 MAPKAP1 CYLD CADM2 RPL22L1 ACIN1 AKTIP CEP97 MYO6 HCN1 ZNF782 EMSY SEPTIN9 IARS1 HNRNPH3 ANKRD46 NTAQ1 HCFC2 CNOT6 PDLIM5 TDRD5 GXYLT1 NRXN3 TRABD2A HMGCS1 SCD5 INPP4A DLL1 HOXC9 HACD1 SH3GL3 GABRA1 ATP6V0A2 VCAN CBFA2T2 PRDM1 PCNP LIN54 ZFX MS4A7 CYB561 GPBP1 FGFR2 ADD3 YEATS4 CER1 NFKB1 AMD1 FAM126B STEAP2 FUT2 ZFP37 TMEM47 TONSL OSBPL11 RXYLT1 RORA SGIP1 HTR7 EIF2A MOB3B MLPH EEA1 RB1CC1 DBT SLC25A16 SMARCA5 KLHDC2 MED17 SPAG9 DCUN1D5 PITPNC1 SNTB1 BFSP2 USP25 CCNYL1 RTN1 PLEKHH2 EPHA5 PDCD6IP IL7 ARFGEF3 ZIC4 IRF6 FSD1L PRKAA1 AMOTL1 ZNF304 KIF2A EDEM1 BCL11A JPT2 SLC66A1L IRF2 ARL8A FOXO4 RRAGC AHCTF1 ABL2 PIAS2 CDY1B CDY1 ERCC6 SNTG1 PDGFRL SOCS4 CAV2 RC3H1 COPB1 IGSF10 CPPED1 ZSCAN16 ZNF607 VPS13C TBX5 PRICKLE1 RNFT1 MPC1 GSPT1 LMAN2 ATXN1 ITGA6 CHFR MAGOH DCAF10 HTR2C AEBP2 FAM135A ZNF655 TREML4 ZBTB1 RAD23B PCMTD2 TOLLIP RFX3 ACVR2A NEK7 AFF3 PPIP5K2 SLC10A7 PI4K2B BRPF3 SEC14L1 ZMYND11 PLCXD3 USP10 UBIAD1 SPPL3 ERLIN1 UQCRB SLC26A7 VAV3 ZBTB43 ZMYM4 IQGAP2 TRAPPC2 ALDH7A1 POMGNT2 GNG10 CAPN14 SLC6A4 GCSAM ARL5A MAMDC2 RRH NUP43 MTOR KDM7A ANKS1A GRM8 MTRF1 SPIRE1 WDR31 DDT SLC22A15 MBNL2 KIAA1958 RPRD1B FUBP1 PJA2 C9orf85 ZNF710 ZNF704 NUS1 HSCB SREK1IP1 SLC35E1 SYCP2 TBCA SLIT2 ABCC4 KRBOX4 CD55 ALX1 MID2 CDH9 PIP4P2 ING1 ANKRA2 KIF21A EXPH5 TGM3 UBE2G1 ZNF175 NOP14 TCP11L2 TRIM55 EYS SDCCAG8 HELLS FAT3 SNX13 VSTM2A TPI1 FAM241A KLHL9 MAP6 P3H1 TCTEX1D1 RAB36 TMEM198 PDS5A TMEM131 MDFIC FCGR1A DLGAP1 EOMES ITPR1 RSPO3 UBE2N GDAP2 IRS1 IGSF11 POU2F1 ATP8A1 OSBPL6 FGA RPL32 RMND5A TP53AIP1 KCTD21 RAB23 RNF39 SKI CDC42SE2 FRMPD4 MYEF2 ARGLU1 AASS STOML1 SPAST HIPK3 NRIP1 HOOK1 SLC30A4 DEPDC1 TIE1 SPACA4 TMEM241 FGF2 ING3 SPTAN1 MAT2B MYRIP KCNS2 IGFL1 LRP8 NEK6 DCP2 DMGDH TP53BP1 FREM1 CEP41 SEMA4D GRAMD2A ZNF528 OGN ZC4H2 COX4I1 CEP128 SHC4 BTBD10 MYCBP2 TAC4 SLC6A1 ZNF177 NOVA1 INSM2 AQP6 MOB1B ZBTB49 TLR3 EHHADH IDH1 PTEN SLC35G1 TCTN2 TNPO1 KLHL5 GABRB2 TRAK2 RAB3IP BICD2 SORBS1 MBD2 TPK1 RNF180 NEGR1 ADAMTS5 RAB27B TMEM62 IL1B GBF1 MRPS28 SPATA12 SMAD7 CEP350 ANKRD34A WDR26 ANAPC5 ILRUN MAPK8 AGL PTPMT1 ST18 SLC27A3 ERBB4 NABP2 AK5 TAOK1 KIAA1841 TEAD1 KCNH8 FGF1 MAB21L1 FGFR1OP2 PHF6 SSTR1 EFR3B SPINK8 KCNN4 RIN2 TMEM45A ZMYM2 CCNT1 PUS7L LRRIQ4 DDX60L SDHA GINS3 IL22 SLC1A2 SOCS5 ALKAL2 GLIPR1L2 WDHD1 LARGE1 PPP6R2 SLC25A26 ARL15 FCGR1B LRP6 ITGA4 PRKAA2 RARS2 STX12 HIPK1 USP44 CHP1 FZD8 CCDC22 LPGAT1 KIF20B PLAC8 SCN11A STX11 ZYG11B MRPL14 TIGD2 PAFAH1B2 LAP3 CA10 ABCG2 STARD13 AICDA MSMO1 ITFG1 CDC73 SOGA3 ERO1B NCAPD2 QKI C3orf56 MORC3 LY6D SERINC1 FRAT1 UBE2QL1 NECTIN1 TBC1D12 ZKSCAN8 LINC01517 TTC19 BAIAP2L1 UBE2Z UBR2 PLAC8L1 NUP98 PHB AK9 NAPEPLD MAP3K2 C2CD6 TMEM132B LZTR1 ARHGAP42 ZNF333 RAI2 SLC10A2 FAM76B CACNA2D1 ABCE1 BATF GPR84 CYP7B1 MTMR6 MET ELAVL1 NPAS3 PKD1L2 CREBZF SCPEP1 TMED10 YWHAH MAPK8IP3 PTP4A1 MIS18A CHMP3 NCOA6 CEP76 CALHM5 DEFB106B AWAT1 KLF5 RBFOX1 UBE2K ENPP6 RTF1 MYRF KIAA0825 PKP4 RNF19A STRIP2 ABCC12 GABPA METTL2A B4GALT7 PRPF4B VSNL1 DOK6 CHRNA5 TTLL7 DUSP10 TRUB1 KITLG GPR180 MARCKSL1 SNAP29 ARMC2 CHAD UBE2C LDLRAP1 MTMR1 LRP2 TMEM38B CCDC102A SLC1A1 TMEM170B PDLIM1 MED8 GPATCH2L AS3MT TCHH ZDHHC21 EIF3A MED13L SCYL3 BOC HOOK3 ANKRD34C IRX3 NOTCH2 RNF38 PGGT1B ADAMTS7 GPC6 HDHD5 UBE4A ERLIN2 SOCS6 RTKN2 CCDC107 DHX58 PTGFR VEZF1 DPEP2 BRWD3 KLHL1 ZNF385C UBE2D1 MITF SLC9A2 DDX28 MMGT1 CD300C UBA2 BRI3 GOLGA6C CCDC82 KIAA0408 TLCD4 RIC8B KCNA4 BPNT2 FRAS1 FOXO1 FBXO36 YTHDC2 INIP ZNF552 DSC2 GLT6D1 UNC13C IKZF1 F13B STK38L RHOJ SLC7A11 OGA CCDC9B FFAR3 PYGO1 KCNQ3 ZNF519 INO80D RNF216 NT5M TNS3 SLC35E3 NEXMIF EVA1C TPP2 SEC22A KCTD9 B4GALT1 DEFB106A CRLF1 CNTN1 ZCCHC10 JAZF1 JMY BZW2 ATP2B1 RNF44 PAXIP1 MEOX2 SNX4 ALG6 FBXO22 NCF1 TNFRSF11B PRPF38B ZC3H6 SIPA1L2 ANKRD1 NUFIP2 PRR12 PDGFRA C16orf95 DGAT2 SOX9 EMC6 VWC2 WNK1 HOXD9 USP14 FER ADCYAP1R1 C5orf15 SP8 MCM9 CHST14 ZNF559-ZNF177 DNAJC25-GNG10 ZNF638 LRRC56 CD1B SENP6 DOCK3 EXOC5 LRFN5 UBP1 SLC16A14 OLFM4 FOXA1 DYNC1I1 MIR4659A_3P_MIR4659B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4659A_3P_MIR4659B_3P MBTPS2 SLC4A10 NHSL2 ZNF148 ZNF160 UBN2 CDKL5 TTC23 NTRK2 CCDC32 MORF4L2 MEF2C C17orf75 ERBIN ITPR2 MBNL3 ADIPOR1 DIXDC1 GABRB3 CELF4 PRKACB TNFAIP3 VGLL2 CRIM1 TNRC6C LPAR1 CHL1 ANK3 TRIQK TSHZ2 C21orf91 ZNF518A GABPB2 AMER1 B4GALT6 ABLIM1 THRB DEPDC5 SPP1 BRPF1 ARPC5L ROBO2 CHD9 ARL13B ENAH ZNF287 LRCH1 CDKL1 ARPC5 ZMYND8 MOB1B HPSE2 MTDH PTBP3 TMEM74 SH3BP4 ZNF84 PHACTR3 TBC1D15 ZFAND5 IL1R1 MTF1 PSD3 MSL2 COL4A4 PLPPR1 SUV39H2 ANKRD30A SSH2 CMTM4 PDK4 TENM1 SLC16A10 ATP5IF1 TSLP FAM122C ITM2B WTAP DIO2 COL9A1 PTPRD GIPC2 CNOT2 IKZF3 AFF1 TAFA1 RGS7 ZBTB10 SAMD4A CNR1 FSD2 ADK UBR5 CNIH4 PHACTR4 IFT81 CPEB2 FUT9 FAM122B UTRN OPRPN BRCC3 EBF1 CFAP94 CERK KRTAP3-2 CADM2 RASGEF1B LYRM2 RBM41 BTG4 IKZF2 FMR1 STOML3 TET3 MLLT10 HCFC2 TRAPPC2L PAPPA SCFD1 GXYLT1 NRG3 RIMKLB CACHD1 SLC38A9 CYBRD1 SYNCRIP ANKRD17 OLFML2B ARMCX3 PRDM1 PLCB1 ZKSCAN1 CYSLTR1 SETBP1 HDAC9 RNF170 MARK1 C2orf83 MTX3 C8orf44-SGK3 SLC9A6 HIF1A PLOD2 RREB1 HPCAL4 TC2N CDYL KDSR AGO1 CUL4B ABCA12 CP USP13 CA10 FRMD3 STXBP5L MBNL1 MOB3B KIAA0895 FBXO32 ENTPD1 GUCY1A2 ALDH1B1 RBM27 PPP2R2C METAP1D NLRP8 GRID2 CMIP SPRY3 FAM168B CXXC4 MTR CREM NFIX IFNAR2 LARP4 UNC80 RAD51B CHUK LMLN WASHC4 TNRC6B LRRC8B ARFGEF3 WDR77 MEIS2 NLRP2B EPHB1 BTRC CERS6 SRP68 NETO1 EDEM1 ATP8A2 NR5A2 SRCAP ANKS1B DSE CCDC39 DCLK1 DACH1 GSK3B CDK2AP1 ERCC6 NPR3 CREBBP ARID4B LHX8 ZMAT1 PPP4C GK SLC4A4 KATNA1 TMF1 RNF182 TNFSF10 PTPN11 GNAL DDX6 CLRN1 GTF2A1 FBXO45 SPRED1 KCNK2 CHST11 PDZK1 PRTG METTL4 CHSY3 SP3 MYOCD AKAP7 QTRT2 AFG1L EHF CD58 CSGALNACT2 ACADSB PALMD ITGBL1 TNFSF4 C15orf40 CHD6 NRK ARNT DTWD2 ZBTB8A RBMS3 PFN4 LRIG2 JPT1 GPR85 NHS MON2 DDI2 COX19 NTM ARHGAP20 RAG2 AP1M2 PSG6 DDX4 VPS4B DCTN4 ARL5A MLLT3 DLGAP1 HELZ RBM11 ING4 TOX4 NRG1 VPS37A MAF MDGA2 EIF4EBP2 HS2ST1 BACH2 TSPAN5 RNF217 ENOPH1 ZNF704 CD47 CACNA1C HECW2 STK17B PHACTR1 CD55 ANXA5 SLC8A1 RIPK2 ZNHIT6 JTB PIK3CA SGK3 PSG9 TRPM7 OCA2 ARRB2 DESI2 CD28 ADTRP PMCH EYS QPRT SRSF9 SDR16C5 CALB1 SNX13 ST8SIA4 THG1L IL36RN RBM18 RBM26 IDO2 ADGRA2 KATNAL1 KANK4 ZNF445 GEN1 LIFR DUSP19 MAML1 ACSM2A SLC40A1 DOP1B MTUS1 TLCD2 TNFSF13B FBXL5 RSPO3 CCDC15 PRKX STRAP ALKBH8 YBX1 VNN1 TOX3 POU2F1 RALGAPB TMEM106B FST TNFRSF6B KCTD11 ATXN7 THEMIS2 SLC5A3 TRAF6 VPS53 ADAMTS6 ING3 NCBP3 ANKRD34B THAP12 NCAM2 ILDR1 RPRD1A JPH1 SKIL HSCB TFF2 HBEGF RIT2 COA5 SERPINE2 CACYBP RANBP6 ZFP91 STIM2 SLC5A7 CCDC144A IGSF1 HMCN1 CYTL1 DGKK ANKRD12 PSG11 DIAPH2 MPP6 DLG3 HS3ST4 RANBP3L ZNF718 MCTS1 MSI2 BICD2 PRRG4 DCAF7 NXPE3 SSBP2 RAB27B GLIPR1 RBIS NPY2R CHCHD7 TENT5A WDR26 RUFY3 PINX1 ILRUN ATP2B2 ADGRL3 UNK PPP3CB PRSS35 TEAD1 AKAP6 NCK1 CTNND2 ICE2 PASK PSMD10 POLD3 ID4 DCC ZC3H12C ZEB2 PRG4 IFRD1 KCND2 CNTLN ITPRID1 ARHGAP21 LRP6 KPNA1 MMD LGALSL FAM98A STAG1 FNIP2 CCDC141 FAM117B GATA3 MAP1B ZNF212 DACT2 PPP2R1B MMS22L CAVIN2 PNMA2 C1orf141 PDSS2 ZNF211 PAFAH1B2 ZNF277 DNAL1 ZIC5 FLVCR2 CPEB3 SEMA3A HTR2C SLITRK6 GRAMD1C PDPK1 TRIM24 PLXNA4 TNFAIP8 SC5D KCTD5 BAGE2 KLHL42 TIAL1 ZMAT4 SETD7 PAN3 ZNF197 RAB14 PTGER3 UBE2QL1 S1PR3 CPD LINC01517 PRRX1 ARHGAP26 COL8A1 ZNF606 VTI1A CALCRL CDK6 TMEM132B CDC14A HIPK2 ABHD5 MED19 NDST3 ABCA1 PWWP2A TNS1 SNAPC1 CHST2 CA3 YOD1 KDELR1 SH3TC2 NABP1 MTMR6 LRRC2 MINAR1 C11orf58 FRMD5 KCNA1 ACSM2B ICA1L SLC35F6 TRAF3 ZDBF2 NIPA1 GABRG1 IGDCC4 TPGS2 ARGFX SMOC1 MIGA1 SEPTIN10 PSG2 PCDH17 DKC1 RNPC3 ALK GABPA TIAM1 SLC17A8 GPR88 PCYOX1L PLEKHG7 PLEKHA8 ZCCHC17 MAPK9 PCDH15 BHMT MTAP AMMECR1 TBK1 PCDHB12 ASCC3 MED4 NEUROD1 EXO1 RND3 SHANK1 ZNF705D SPTY2D1 PLEKHH1 SPTBN1 EN2 LMO4 LAMC1 ZDHHC21 ZNF254 PLXDC2 SLC35G3 ZC3H14 POTEA HOOK3 KRT25 TDG MEX3B RNASE6 CUTC THBS1 CCDC6 WDR7 DBX2 GPATCH2L NMT2 GOLIM4 CD83 ERLIN2 ITGA9 PATZ1 ONECUT2 TDRD3 SV2C APELA BRWD3 SFPQ PDE6C HAS2 FBXO34 C11orf87 FXR1 PRKCB SLC7A14 AGAP1 RAPH1 SLC35F5 LRRC17 TAB3 GNPDA1 FAM199X EIF3H USP30 MAN2A1 CHTOP NEFH RIC8B VPS33A ANP32A ANTXR1 BMPR1A RSF1 PSMC6 ZMPSTE24 PTCD3 LCT CDH18 ZNF518B PFKFB2 SYT11 AAK1 SUZ12 TAB2 UNC13C NAGK TEPP SMO NLK DNAJB4 ZNF276 ZNF81 PPM1N FFAR3 CXCL13 KCNQ3 FOXF1 MPRIP TRHR ZBTB39 WDR64 NEXMIF INTS10 MAP2K6 ARHGAP28 GTF2H1 KCTD9 MKLN1 JMY KRAS PTPN4 MEDAG YES1 TMEM236 GPR179 KLF7 KNG1 TTC14 SAMD8 BAZ1B EML5 PDS5B SRP19 NPTX1 DDB1 APCDD1 ARID2 ERGIC2 SMPD3 AJAP1 SBSPON UNC13B ADORA3 DPP10 ALS2 PIK3R1 ASCL1 LIN7C P2RY1 CSNK1G1 SMG1 PIKFYVE TMEM87A WASL KITLG DLG2 IL22RA2 EXOC5 ARL17A COL4A1 MIR7_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7_1_3P AGFG1 ZCRB1 AFF4 RWDD3 ZNF23 CHN2 SYNPO2 GOLGA6L9 PFDN4 DMXL2 MORF4L2 PIAS2 GAB1 TMEM41B ARHGEF7 CAMTA2 CDC27 KALRN ITPR2 ASF1A EGLN1 MLF1 TMOD2 ANKRD13C THEMIS NHSL1 CTBP2 ANK3 VEGFA ELOC MIER3 DICER1 PHC3 CACNA1C SLC10A7 TFAP4 ZNF518A PEAK1 FGF14 CMPK1 SPCS2 PHF19 HSD11B1 GLCE HINT3 SPP1 ROBO2 SEC14L1 KLF12 JADE1 SLC13A1 RAB18 MAGT1 ZNF273 DCAF13 BTN3A2 CACNB4 GRIA1 MTDH FRMD4B ETNK1 SGCE KCNH5 FBXL3 BZW1 PPP1R9A CDH19 COPS7B MSL3 POLDIP3 ZBTB20 SLC35A3 CASP8AP2 EXD1 PGAP1 CHM RMI1 PPP4R3A FBXO9 U2SURP ARHGAP12 VPS26A CNOT7 RBM12 TMX3 FAM91A1 RNF139 EID1 IL1RAP PPP2R5E AQP4 ARHGAP44 CPEB2 TMEFF2 SLAIN1 GPATCH2 CNR1 CCNY CCDC88A FAM13C NCAPG2 FAM169A CADM2 CYP26B1 FAXC BDNF HCN1 GOPC CEP170 ANKRD46 ACYP2 HCFC2 CNOT6 NUTF2 SLC6A2 SLC4A7 REEP1 IREB2 CBLL1 RCSD1 RIMKLB GGPS1 PRICKLE2 CFHR2 LRRFIP1 PER3 HDAC9 PSD3 DPY19L3 GDF6 ZFX ASTN1 GABPB1 MACROD2 BCCIP THRAP3 GPR17 CCSER2 CRABP2 CDK1 RIF1 ITGB6 CAMSAP2 CC2D2B STXBP5 TASP1 TMEM47 ARHGAP5 PDE4D ITIH6 UPRT VGLL4 SYT14 RNF111 NRXN1 EEA1 NUDT5 SLC25A16 GUCY1A2 PHF20L1 TPD52L1 EDEM3 YTHDF3 BTF3L4 TMED2 ENDOV KLHL15 LARP4 EPHA5 TMPRSS11A CCDC126 ZIC4 CLASP1 KLF8 PCDH11X FSD1L PDE5A ART3 C18orf63 LMAN1 NETO1 BCL11A ELF1 BAZ1A TMEM220 FNIP1 C2orf69 KDM4C SNTG1 CREBBP RBM7 GABRA4 NOD1 SATB2 RC3H1 ACTR10 COPB1 CTDSPL2 CLCA4 AQR DDX6 TIMM21 PRICKLE1 MPC1 GTF2A1 FBXO45 TRAF7 BCLAF1 C12orf56 PTCD2 SH3BGRL2 CNMD EEF1E1 KCNK2 HTR2C PRTG PMS1 RAB3C POLR3G SLC39A8 EIF5A2 SCEL PCDH9 RBM46 GPM6A ASB9 NEK7 PICALM NAP1L1 ADA2 SNCA OPCML CASK DCUN1D3 CXorf56 LCLAT1 PLEKHG4 FOXN2 TMEM33 BHLHE22 CYTH1 MYSM1 SMNDC1 SDC2 MCC NFE2L2 GTF2H3 EIF4E ZFP42 CDH20 CBX5 TGFBR3 ZFHX3 CXADR CAPRIN1 CDK14 CDKN2B TXLNB ATAD1 RRM2 NAA15 RPE PTPRA ATL2 PJA2 ZMYM5 PRR23B MYNN SREK1IP1 PSMA5 PIWIL1 OTUD6B FBXO30 THSD7A CFAP65 GMEB1 PLD5 ZNHIT6 NETO2 ATRX SLC9C1 CCDC50 BNIP2 TM9SF2 OR2L13 DEK STAU2 HSP90AA1 IMMP2L PCDH18 TP53INP1 ZFHX4 RAB3IP UHMK1 ZNF264 SESN3 PPP3CA ZNF638 USP51 BTN3A1 SLC7A7 RSPO3 GOLGA7 SRSF11 CPEB4 MAP3K5 COL4A1 RPGRIP1L GPR22 MBLAC2 USP37 PDE3B ATXN7 EPB41L3 PRELID3B HTATSF1 SLC25A24 TTC30B PTAR1 CLDN11 KLF3 AZIN1 CDC42SE2 GMFB TRAF6 USP14 MED12 PDCD1LG2 WDFY3 TMX4 MED6 FGF2 DIP2C TRPM6 CDH10 VPS41 DBI SPIN4 SKIL MECOM PPHLN1 FAN1 ADNP2 LRP12 PLPPR4 HNRNPA3 NOVA1 ANTXR2 SEC23IP SLC5A7 SLC17A6 BICRAL CALCR TOR1AIP2 MIPOL1 COL19A1 PNLIPRP3 CTLA4 TMEM30B UFM1 NPAS3 PTPRF DCAF7 ZNF780B ZNF626 ARHGEF12 TENT5A TMEM64 MBNL3 BCL2L1 PTPDC1 PELI1 CEP350 CHRNA6 FAT4 THBS2 VGLL3 TRIM2 SEL1L PABPC5 RAPGEF6 TENT4B MSX1 EPS15 NKAIN2 DOK5 TAOK1 KIAA1841 DPYSL2 C5orf24 AKAP6 CTNND2 SLC12A5 FGFR1OP2 WFS1 SCAF8 ZFYVE16 ZMYM2 MYEF2 SENP6 CSRNP1 PPFIA2 SPIN1 ZBTB10 BCAP29 UBE2V2 GULP1 RALGPS2 GNB4 REEP3 FXR1 CBLN4 NTN4 SKAP2 PRKG1 TAFA2 MGAT4A FAM126A MB21D2 GRK2 ITGA4 MAT1A IDH1 MIB1 WIPF1 ASB5 C5orf47 PEX3 SLITRK4 AEBP2 HMGCLL1 FZD8 OXNAD1 WDR76 FBXO28 LRBA SENP7 PDLIM5 SLC30A5 NIPBL RAB10 IL13RA1 EDIL3 MAST4 MAPK1IP1L TOR1AIP1 MINDY2 CDC73 NAP1L2 PLXNA4 N4BP2L1 APC NEUROD6 TAL1 G3BP1 PAIP2 ZNF280B TBC1D12 DNAH14 CDH8 IPMK TAFA4 TM9SF3 SCG2 FSTL1 ENO2 MAP3K2 MYCN LRRCC1 TBC1D32 BEND4 ARHGAP42 TRIM32 SLC12A2 POLR3A UNC5C FYB1 EBF2 TTC27 YOD1 RAB2A CCSER1 ACTA1 MCU PNRC1 GPR19 TOPORS DCAF12L1 FBXL17 PTP4A1 ZNF544 GJA1 FER PAX3 MANEA AHR GPR158 GRIA3 FAM184A ATP8A1 HDAC2 C10orf88 STAM2 PRKAR1A RNF19A RBMS3 MPL KDM4A LRRC58 MTSS1 SSBP3 ZMYND11 STX16 IFT57 TOR1A NFATC1 NANP MAPK9 GPR180 ESM1 TRPC1 ANGPTL3 AMMECR1 ABHD13 THAP2 NUCKS1 PPARGC1A GPR137B ALDH1L2 USF3 ATP1A2 HSPA5 FRMD3 TMEM170B RFX7 ZNF823 ZC3HAV1L SLC19A2 EXOC6 C12orf29 MPHOSPH9 EIF3A TTYH3 CD2AP POU3F1 NELL2 CCNT2 HOOK3 ALCAM ELL2 RIMBP2 TMEM65 MCOLN2 KSR2 SPTSSA RNF138 PIK3CB FPR3 PPP3R1 ONECUT2 KHDRBS2 DLX2 BRWD3 CPE HERC2 HP1BP3 SETD2 TMEM181 NRXN3 GPC4 DACT1 FGL2 SLC7A14 AGMO SATB1 PDGFA DENND1B MEF2D ACTR2 PTGS2 CXCL2 DCUN1D5 PHLPP1 SIAH1 SF3B1 DMRT1 RPS6KA3 ZFR ZNF519 INO80D ITGB1 MAP7 CFAP206 NMT2 MFAP4 HIVEP2 MUC13 SMIM14 KLHL24 KCTD9 CDC23 OSBPL8 PTPN4 UBE2E1 CIAO2A IMPACT SMARCA2 TXNRD1 OLA1 EML5 BMPR1B NUFIP2 PDS5B KCNC2 TMEM132C MBNL2 ABCB1 FMN1 SOS1 BTBD10 SCYL3 FN1 RORB KHDRBS3 ACTR8 NXPH2 TMEM245 MCEE PIGM SEC24A ARMCX1 HNRNPR KIF5C ASB7 NUP58 USP34 LRP1B KIF13A HOXA5 TEAD3 CAB39 WDR48 DLG2 KIAA0232 EXOC5 UHRF1BP1L PTGFRN CNTLN MVB12B TRPV3 FGF7 CCNG2 HAPLN1 ERI1 MIR7_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7_2_3P AGFG1 ZCRB1 AFF4 RWDD3 ZNF23 CHN2 SYNPO2 GOLGA6L9 PFDN4 DMXL2 MORF4L2 PIAS2 GAB1 TMEM41B ARHGEF7 CAMTA2 CDC27 KALRN ITPR2 ASF1A EGLN1 MLF1 TMOD2 ANKRD13C THEMIS NHSL1 CTBP2 ANK3 VEGFA ELOC MIER3 DICER1 PHC3 CACNA1C SLC10A7 TFAP4 ZNF518A PEAK1 FGF14 CMPK1 SPCS2 PHF19 HSD11B1 GLCE HINT3 SPP1 ROBO2 SEC14L1 KLF12 JADE1 SLC13A1 RAB18 MAGT1 ZNF273 DCAF13 BTN3A2 CACNB4 GRIA1 MTDH FRMD4B ETNK1 SGCE KCNH5 FBXL3 BZW1 PPP1R9A CDH19 COPS7B MSL3 POLDIP3 ZBTB20 SLC35A3 CASP8AP2 EXD1 PGAP1 CHM RMI1 PPP4R3A FBXO9 U2SURP ARHGAP12 VPS26A CNOT7 RBM12 TMX3 FAM91A1 RNF139 EID1 IL1RAP PPP2R5E AQP4 ARHGAP44 CPEB2 TMEFF2 SLAIN1 GPATCH2 CNR1 CCNY CCDC88A FAM13C NCAPG2 FAM169A CADM2 CYP26B1 FAXC BDNF HCN1 GOPC CEP170 ANKRD46 ACYP2 HCFC2 CNOT6 SLC6A2 SLC4A7 REEP1 IREB2 CBLL1 RCSD1 RIMKLB GGPS1 PRICKLE2 CFHR2 LRRFIP1 PER3 HDAC9 PSD3 DPY19L3 GDF6 ZFX ASTN1 GABPB1 MACROD2 BCCIP THRAP3 GPR17 CCSER2 CRABP2 CDK1 RIF1 ITGB6 CAMSAP2 CC2D2B STXBP5 TASP1 TMEM47 ARHGAP5 PDE4D ITIH6 UPRT VGLL4 SYT14 RNF111 NRXN1 EEA1 NUDT5 SLC25A16 GUCY1A2 PHF20L1 TPD52L1 EDEM3 YTHDF3 BTF3L4 TMED2 ENDOV KLHL15 LARP4 EPHA5 TMPRSS11A CCDC126 ZIC4 CLASP1 KLF8 PCDH11X FSD1L PDE5A ART3 C18orf63 LMAN1 NETO1 BCL11A BAZ1A TMEM220 FNIP1 C2orf69 KDM4C SNTG1 CREBBP RBM7 GABRA4 NOD1 SATB2 RC3H1 ACTR10 COPB1 CTDSPL2 CLCA4 AQR DDX6 TIMM21 PRICKLE1 MPC1 GTF2A1 FBXO45 TRAF7 BCLAF1 C12orf56 PTCD2 SH3BGRL2 CNMD EEF1E1 KCNK2 HTR2C PRTG PMS1 RAB3C POLR3G SLC39A8 EIF5A2 SCEL PCDH9 RBM46 GPM6A ASB9 NEK7 PICALM NAP1L1 ADA2 SNCA OPCML CASK DCUN1D3 CXorf56 LCLAT1 PLEKHG4 FOXN2 TMEM33 BHLHE22 CYTH1 MYSM1 SMNDC1 SDC2 MCC NFE2L2 GTF2H3 EIF4E ZFP42 CDH20 CBX5 TGFBR3 ZFHX3 CXADR CAPRIN1 CDK14 CDKN2B TXLNB ATAD1 RRM2 NAA15 RPE PTPRA ATL2 PJA2 ZMYM5 PRR23B MYNN SREK1IP1 PSMA5 PIWIL1 OTUD6B FBXO30 THSD7A CFAP65 GMEB1 PLD5 ZNHIT6 NETO2 ATRX SLC9C1 CCDC50 BNIP2 TM9SF2 OR2L13 DEK STAU2 HSP90AA1 IMMP2L PCDH18 TP53INP1 ZFHX4 RAB3IP ZNF264 SESN3 PPP3CA ZNF638 USP51 BTN3A1 SLC7A7 RSPO3 GOLGA7 SRSF11 CPEB4 MAP3K5 COL4A1 RPGRIP1L GPR22 MBLAC2 USP37 PDE3B ATXN7 EPB41L3 PRELID3B HTATSF1 SLC25A24 TTC30B PTAR1 CLDN11 KLF3 AZIN1 CDC42SE2 GMFB TRAF6 USP14 MED12 PDCD1LG2 WDFY3 TMX4 MED6 FGF2 DIP2C TRPM6 CDH10 VPS41 DBI SPIN4 SKIL MECOM PPHLN1 FAN1 ADNP2 LRP12 PLPPR4 HNRNPA3 NOVA1 ANTXR2 SEC23IP SLC5A7 SLC17A6 BICRAL CALCR TOR1AIP2 MIPOL1 COL19A1 PNLIPRP3 CTLA4 TNPO1 TMEM30B UFM1 NPAS3 PTPRF DCAF7 ZNF780B ZNF626 ARHGEF12 TENT5A TMEM64 MBNL3 BCL2L1 PTPDC1 PELI1 CEP350 CHRNA6 FAT4 THBS2 VGLL3 TRIM2 SEL1L PABPC5 RAPGEF6 TENT4B MSX1 EPS15 NKAIN2 DOK5 TAOK1 KIAA1841 DPYSL2 C5orf24 AKAP6 CTNND2 SLC12A5 FGFR1OP2 WFS1 SCAF8 ZFYVE16 ZMYM2 MYEF2 SENP6 CSRNP1 PPFIA2 SPIN1 ZBTB10 BCAP29 UBE2V2 GULP1 RALGPS2 GNB4 REEP3 FXR1 CBLN4 NTN4 SKAP2 PRKG1 TAFA2 MGAT4A FAM126A MB21D2 GRK2 ITGA4 MAT1A IDH1 MIB1 WIPF1 ASB5 C5orf47 PEX3 SLITRK4 AEBP2 HMGCLL1 FZD8 OXNAD1 WDR76 FBXO28 LRBA SENP7 PDLIM5 SLC30A5 NIPBL RAB10 IL13RA1 EDIL3 MAST4 MAPK1IP1L TOR1AIP1 MINDY2 CDC73 NAP1L2 PLXNA4 N4BP2L1 APC NEUROD6 TAL1 G3BP1 PAIP2 ZNF280B TBC1D12 DNAH14 CDH8 IPMK TAFA4 TM9SF3 SCG2 FSTL1 ENO2 MAP3K2 MYCN LRRCC1 TBC1D32 BEND4 ARHGAP42 TRIM32 UHMK1 SLC12A2 POLR3A UNC5C FYB1 EBF2 TTC27 YOD1 RAB2A CCSER1 ACTA1 MCU PNRC1 GPR19 TOPORS DCAF12L1 FBXL17 PTP4A1 ZNF544 GJA1 FER PAX3 MANEA AHR GPR158 GRIA3 FAM184A ATP8A1 HDAC2 C10orf88 STAM2 PRKAR1A RNF19A RBMS3 MPL KDM4A LRRC58 MTSS1 SSBP3 ELF1 ZMYND11 STX16 IFT57 TOR1A NFATC1 NANP MAPK9 GPR180 ESM1 TRPC1 ANGPTL3 AMMECR1 ABHD13 THAP2 NUCKS1 PPARGC1A GPR137B ALDH1L2 USF3 ATP1A2 HSPA5 FRMD3 TMEM170B RFX7 ZNF823 ZC3HAV1L SLC19A2 EXOC6 C12orf29 MPHOSPH9 EIF3A TTYH3 CD2AP POU3F1 NELL2 CCNT2 HOOK3 ALCAM ELL2 RIMBP2 TMEM65 MCOLN2 KSR2 SPTSSA RNF138 PIK3CB FPR3 PPP3R1 ONECUT2 KHDRBS2 DLX2 BRWD3 CPE HERC2 HP1BP3 SETD2 TMEM181 GPC4 DACT1 FGL2 SLC7A14 AGMO SATB1 PDGFA DENND1B MEF2D ACTR2 PTGS2 CXCL2 DCUN1D5 PHLPP1 SIAH1 SF3B1 DMRT1 RPS6KA3 ZFR ZNF519 INO80D ITGB1 MAP7 CFAP206 NMT2 MFAP4 HIVEP2 MUC13 SMIM14 KLHL24 KCTD9 CDC23 OSBPL8 PTPN4 UBE2E1 CIAO2A IMPACT SMARCA2 TXNRD1 OLA1 EML5 BMPR1B NUFIP2 PDS5B KCNC2 TMEM132C MBNL2 ABCB1 FMN1 SOS1 BTBD10 SCYL3 FN1 RORB KHDRBS3 ACTR8 NXPH2 TMEM245 MCEE PIGM SEC24A ARMCX1 HNRNPR KIF5C ASB7 NUP58 USP34 LRP1B KIF13A HOXA5 TEAD3 CAB39 WDR48 KIAA0232 EXOC5 UHRF1BP1L PTGFRN CNTLN MVB12B TRPV3 FGF7 CCNG2 HAPLN1 ERI1 MIR3671 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3671 MDM4 CREB5 ZCRB1 AFF4 C2CD6 SELENOI DIP2B FAM114A2 FZD6 DMD CBX3 ZNF384 COX5A NEK1 SCFD2 GNE SHMT1 TMPRSS4 ATP11C MAP3K7 STOML2 NDUFA5 SHISA9 TRAPPC13 RAN ONECUT1 SLC30A7 DPP10 BIRC6 SPATS2L SPATA13 HDAC9 DICER1 ZNF770 ZNF518A PCDH20 ROBO1 DNAJC9 PDK3 PAX5 SPRY2 ANKRD44 DCUN1D4 IGSF8 FAM124A WASF1 PCMTD1 KLF12 LRCH1 LRCH2 PTPN22 ZNF250 API5 KCNC2 LYPLAL1 PTBP3 DPP8 YWHAZ GEM LZIC TGFBR1 JAG1 BANK1 NAB1 TBC1D1 UBASH3B PACSIN2 PHTF2 CHM TENM1 AKAP11 CDC37L1 CLPX RUBCNL ITM2B RBBP6 ZNF546 SMAD5 ZCCHC12 TMED4 ATP7A E2F6 ADAT2 TRAK1 SLC25A25 SPAG6 DDX5 FSD2 IPO11 DHX15 CLCN6 BICC1 TMEFF2 CDIN1 FUT9 FAM122B ATP11A MAPKAP1 CCNY FAM13C SLC16A7 FAM169A MARF1 CADM2 ABCC4 SUZ12 SLK FAXC XPOT FMR1 PDE7A SPDYE3 CCDC121 UBXN2B CNOT6 PLSCR4 SP1 REEP1 ERC2 PDLIM5 KCNT2 NRG3 PDE1C DDHD1 SFMBT2 OPRM1 ANKRD17 PRDM1 PLCB1 MTX3 IMPA1 PTPN12 SUPT3H METAP1 TLK2 STK32B AMD1 RIF1 STXBP5 TIAL1 CRLF3 CUL4B PGAP2 RABGEF1 ARHGAP5 RAP2C PARP8 RNF7 GABRA2 RASA2 SSMEM1 SLC1A2 GUCY1A2 EOGT CSN2 CBFB FAM168B CDK13 CREM PCDH15 CHUK WASHC4 EPHA5 NUAK1 TTC39B PRKACB PROX1 NMBR FSD1L SGPP1 EGF CCNT2 ARF6 LMAN1 USP1 SRRM4 SLC66A1L SYNRG SP8 TYW5 TPGS2 KALRN FAF2 FSIP1 GSKIP ABCC10 PDXDC1 TNFAIP8 SPOCK3 RCBTB1 COL11A1 SNTG1 GABRA4 YPEL5 TMF1 RC3H1 SPATA22 ZBTB21 BLOC1S6 IGF2BP3 GNA13 POGLUT1 GSPT1 ST3GAL5 SPRED1 ACTR3 KLHL28 POGK AEBP2 NCKAP1 HTR1F PRTG SLC1A3 BLOC1S5 RAB3C TRIM71 EIF1AX AFDN HMGB1 MAP1B HSPA13 CHIC1 RFX3 C2orf88 ACVR2A GPM6A NEK7 SLC2A2 ERF GCOM1 PSG1 LMO7 LTN1 CCZ1B ADD3 PI15 CASK BCL7B DCUN1D3 FAM13B TSPAN13 TMEM59 INSM1 GLRB SYT4 MGAT4A CNOT8 TMEM33 PRR32 RBMS3 ZNF648 IQGAP2 SUCO MPP5 MCC GTF2H3 SLC16A1 CXCL14 DISC1 KIF21A PRKACA ARL5A FAM104A PAQR5 DLGAP1 TDRD6 CWC22 SPIRE1 MDGA2 TSFM NPM1 IFNG SYPL2 NRBF2 NUS1 ZDHHC14 PKN2 TMEM165 DENND5B TRIP12 ACER3 CXCL8 TIPARP THSD7A FBXO11 MID2 RLIM ZBTB33 KCNG3 PIP4P2 S100PBP PIK3CA JRKL BNIP2 LY75-CD302 SLC38A4 PDIK1L SLC1A4 ITGAV SLC18A2 THAP6 C2orf68 HS3ST5 MOSPD1 KLHL31 EIF5B GDA KLHL9 KATNAL1 C14orf39 LYSMD3 TDRD3 CACNA1B SARAF FNDC3A LGALS8 COMMD2 EPB41L2 CCDC71L IGIP TMEM106B SUCLA2 RAB2A MTMR2 IRX2 CEACAM8 SLC35F3 SLC25A24 NSUN6 FAM120A CPSF6 ALAD DNM3 CERS3 USP54 CPNE3 BTLA HOOK1 CEACAM5 ARHGAP19 FGF12 PGM2L1 MIER1 DENND1B FAM110B PRRC2C IGF1 ATXN3 ZC2HC1A UFL1 IYD NINL ATP13A3 DTL LYPLA1 RAG1 PSMD14 ARL5B CHORDC1 HOXD8 ZCCHC2 FLT1 MCTP2 PSMD11 TRMT61B KCNQ5 NLRC3 GNB5 ATP5F1C KLF6 DCX CHEK1 UNC5D DMXL1 ARHGEF12 HOXA3 TENT5A RAB6B LIN7A TSPAN12 LRP2BP VGLL3 DKK2 RAPGEF6 DYNC1I1 C8orf34 SMAD2 MSX1 ACSL4 ARHGAP32 KIAA1841 COL12A1 UBQLN2 SORL1 AP1AR MAB21L1 MYMX SEMA3D ICE2 LCOR NIBAN1 STOX2 BNIP3L PCDH19 CNTN1 ZC3H12C PDHB BDP1 RIMS2 ZEB2 PPP2R2A RALGPS2 REEP3 ZFC3H1 TM7SF3 CDKN2AIP C1orf56 NR1D2 ITGB8 GTF2I PRKG1 CD302 MB21D2 TPRX1 MORN2 MBTD1 LRP6 CCNYL1 GPHN DFFB DUSP12 EIF4A2 STX12 PPM1B DIPK2A TARDBP RORA HOXD3 MMP16 FBLN5 ATG4A MARCHF7 TMED7 DCAF8L1 ELK4 DOCK10 SEMA3A MAD2L1 MKRN1 CRYZL1 DOCK5 WDR17 ZNF527 MAP9 IVNS1ABP GFPT1 ESM1 SERINC1 ZNF280B ZNF45 DTHD1 CAST TMEM229A FYTTD1 MAP3K2 POLR2M CHKA ARHGAP42 EDNRA APOOL INTS13 TCTN1 PAPOLG CACNA2D1 ZNF711 HEMGN TDRD15 RALBP1 SHROOM4 GSPT2 LRP11 CYP2U1 NIPSNAP3A CREBZF USH2A ZXDC FBXL17 BOD1L2 GJA1 TAF5L SOX2 ELAVL2 SMARCAD1 AHR GOSR2 ZNF451 FUT10 RAB12 PNPLA4 HOXA7 MIGA1 ZNF449 SOX6 RNF4 REPS2 TMEM192 CT45A1 LHFPL6 ATXN7 GPR88 GJB2 PRPF4B SEC23A UBLCP1 TRA2A TRIM5 MAP3K1 TRPC1 ALG10B FN1 ARFGAP3 ABHD13 TMEM38B ACKR3 THAP2 TRPA1 TEX10 ITPRID2 MARK1 AK7 CLVS2 MSI1 YAE1 CCDC34 ZDHHC21 EIF3A VEZT TDG ZC3H11A NAA50 RNF38 MYO1D GPC6 GOLIM4 UBE4A PPP3R1 LHCGR GGCX ZNF720 SI ANGPT1 BRWD3 SRSF10 TOX BRI3 ACAP2 MPP4 IKBIP KIAA1210 TM9SF1 EPHA7 AGAP1 EIF2S1 TLCD4 RAB8B PGRMC2 PTGER2 TNRC6B NECAP1 ERAP2 NAA30 AAK1 NIPSNAP3B F13B CLDN22 BMPR2 KCNQ3 ERCC6L2 FOXF1 ACOD1 TMEM26 ZSWIM2 CFTR ST8SIA4 TLR7 CNTNAP3B MMRN1 SCCPDH ANK2 HK2 ZNF284 SMC5 OSBPL8 HECA ZCCHC10 USP9Y JMY ZPBP ZBTB41 PTPN4 MEDAG PHF12 MAGI3 PTPDC1 STT3B TTC33 EIF5A PLSCR1 TRPC5 PRPF38B SGTB NUFIP2 ZNF827 MAN1A1 ARID2 PABPC4L ZIC2 NR4A3 WBP2 SCAI CNST GOLGA3 KCTD6 POU2F1 HNRNPR DNAJC3 ZNF354C XKR9 TNRC6A MTMR9 ARX EXOC5 BACE2 DNAJC12 FGF7 ZMYM2 TECRL CCDC141 TET1 GPR37 MIR4698 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4698 VSIG1 MBTPS2 CREB5 AMZ2 TMEM170A SLC25A21 SLC4A10 MDM2 TAF1C ZNF148 AFF2 KCNJ1 ARMC1 PLS1 GSN SLC38A2 RIPPLY3 CAMK2D MEF2C NEK1 CUL2 ELOVL7 HMBOX1 FBXO22 TCEA1 MAP3K7 MARCHF6 NR2F1 STAM MYLIP PFKFB3 TNRC6C MID1 UBE2D3 DDX3X MAPK8 VIT SPATA13 HDAC9 MIA2 MLEC DGKH B4GALT4 UBE2E2 TERB2 QKI VPS13C ABRAXAS1 COBLL1 ARHGEF28 MECOM PATJ TCF4 HNRNPR JAK2 ATF2 C1orf210 CCDC90B SNX3 SPOCK3 ZNF532 C6orf62 UBA6 DCUN1D1 PTBP2 AKAP12 LAMP2 PHACTR3 PRPS2 BZW1 ZBTB20 NAB1 NOTCH3 SSH2 PHTF2 CSNK1G3 PGAP1 ATE1 ZC3H12B PTPN20 ZNRF2 CLPX F13A1 RANBP3L ENC1 PAX6 SCRN3 CRIPT ZNF761 TAFA1 CENPBD1 ZBTB10 SOX30 FAM20B ARPP19 TBL1XR1 CPEB2 FUT9 DUSP16 RADX UTRN PRPF39 ZDHHC23 KCNN3 CCDC88A SLC16A7 ACVR1C CADM2 MARF1 TSHZ1 SUZ12 CADPS CDC42EP3 ZNF512 AP1S3 CDK1 MTMR7 GOPC ZNF507 ASPH DERL1 GPR63 FAM160B1 CREB1 IREB2 CILK1 GXYLT1 KCNT2 MXD1 CDH13 EYA2 GAB3 KL ZNF765 PSD3 LIN54 MARK1 ZFX MTX3 AXIN2 SEM1 MAP7 DGKI MYT1 AMD1 TC2N GHR PRR7 KDSR MICAL3 RXYLT1 RAP2C ARID5B RORA SGIP1 PARP8 ASAP1 CTTNBP2NL GRM5 DBT AKR1C2 FPGT DACH2 GUCY1A2 USP46 OLFM3 KRBOX1 GRID2 MDM4 SALL1 COL6A6 G3BP2 KLHL15 KCNQ5 MYT1L PLEKHH2 EPHA5 TNRC6B PLS3 FMO3 PROX2 CALHM4 C1orf21 FSD1L PRKAA1 TPCN1 KIAA1217 CERS6 DEPTOR TOMM20 NETO1 RNF187 EPM2AIP1 ANKS1B CELF2 NAV2 RASSF8 IRF2BP2 GSKIP DSC3 NPR3 CAV2 ZBTB44 IPP RPS6KA6 HSPH1 PDLIM5 RC3H1 EI24 BLOC1S6 PTPN11 WNK1 NOL4 EPC2 USP38 HTR2C PRTG RTP4 MEN1 EIF1AX PLEKHG1 COL25A1 COMMD3-BMI1 HMGB1 RFX3 E2F8 SP3 SRSF2 XRN1 PI4K2B OPCML CUL4A REV3L CHD6 TMEM33 RBMS3 PFN4 ZNF860 TUT7 MON2 SVIL TFPI ACADM FAM122B CNOT6L SPX CNOT1 TPT1 GRK5 KDM7A MFSD14B FRMD6 HSDL2 TET2 PREX2 ADRA1D SSRP1 ZNF704 TSC22D2 MAP3K13 SEC22C SOX6 ZNHIT6 CASP3 PIK3CA BARD1 ASB3 NAALADL2 MDM1 TAB2 UBE2G1 CD28 SLC18A2 CCSER2 RASSF2 HERC4 SESN3 VSTM2A SEPHS1 GDA RBM26 CRELD2 DUSP19 SEC62 MDFIC PLGRKT PPP4R2 SLC40A1 FRS3 NEDD4 MEIOB SMURF2 VNN1 FRK TOX3 POU2F1 AKR1C1 ALS2 DNAH5 PAFAH1B1 ATXN7 SF3A1 ZDHHC6 ZNF75A CPSF6 TOP2B MIF4GD KLF3 SLC2A10 STAG2 CDC42SE2 PRKAR2B NRIP1 SLC30A4 UBE2W PLEKHA3 ZZZ3 CLN8 DIP2C ARHGAP19 MAT2B PGM2L1 PABPC4 CPEB4 PRKCA PHF20 PPP2R5C DENND1B FZD5 JPH1 RCC1 CDH4 RTKN2 PCDH7 CEP55 OGN LBR TBX15 FBXL2 NADK2 ANTXR2 SEC23IP BICRAL EHHADH RAG1 GP5 PSMD14 GABRB2 CAPZA2 TIA1 ZCCHC2 TRMT61B DLK1 SORBS1 MBD2 NEGR1 ADAMTS5 ARHGEF12 MIDEAS TENT5A ZNF714 MAP3K20 PELI1 SCAMP1 GOLGB1 FAT4 WWP1 TSSK2 ST18 ERBB4 PABPC5 ZNF468 ATP2B2 ZNF76 GGCT ADGRL3 FAM120A PRKCI UBQLN2 TEAD1 C5orf24 KCNH8 ZBTB38 AKR1C3 MAB21L1 CCL18 TENT2 ELK1 ZMYM2 PCDH19 SLC1A2 SRI OSTF1 ANKRD29 RAB9B HSPE1-MOB4 CBX1 SECISBP2L ANK3 KCND2 QSER1 TRIB2 ITGB8 BMP4 ZNF319 MTMR10 FAM126A FSTL5 L3MBTL3 LEO1 GNG2 CLOCK NDUFAF5 MIB1 LGALSL XPO7 OTUD1 HIPK1 FAM117B SYNPR RBBP5 CLIC4 ZNF736 CTTNBP2 ACTR3B NIPBL RAB11FIP2 TMED7 CSNK1D JADE3 ELK4 REPS2 SLC25A20 CA10 MAPK1IP1L RBM22 CFAP52 ERBIN MINDY2 CDC73 SOGA3 ERO1B NAP1L2 NCOA7 GFPT1 MACO1 UTS2B PTPN14 TIAL1 LIN7A SNAI1 SERINC1 SNX18 WDR72 GNAI3 TM9SF3 PCDHB10 ANO5 CALCRL CALU CDK6 MAP3K2 TMEM132B CDC14A SPTLC2 NUDT12 NEDD9 SAP18 GPALPP1 FAM76B ADAMTS19 CACNA2D1 GRIA4 SNRNP40 TIFA MAP4 SH3TC2 MFSD4A PRR27 ACTA1 YIPF6 RBM43 ELAVL1 G0S2 YTHDF2 CREBZF USH2A ERRFI1 PTP4A1 RPS20 ELAVL2 FRMD5 IL26 ZNF451 RAB12 PLCL1 DEK SAMD12 APPL1 HSP90AB1 UBE2K FBXO28 GCA RNMT LHFPL6 PDIA6 RNF144A ZNF554 CPNE4 PRPF4B DDIAS ARRDC3 TEPSIN RNF165 SYT16 TMEM30A RAB1A ALG10B TMEM38B STK24 PPARGC1A TMX1 FBXO43 ST13 CCDC186 C1orf174 NUDT21 SPTLC3 UBQLN1 PSME4 SOX11 PTPN21 RFX7 SPTBN1 HTR4 LCORL KRTAP4-8 ZNF705E LRPPRC MED13L ATAD2B SKIDA1 HOOK3 CMPK2 TMEM65 KIF26A ERLIN2 DNAJA2 ABRAXAS2 TTC28 GPD2 ONECUT2 GRB14 CIRBP BRWD3 LSM8 TEF CDK17 FRYL HNRNPC CNKSR3 FGL2 SLC7A1 TAB3 GNPDA1 MEGF10 LOX KIAA0408 TLCD4 ACTR2 MAN2A1 MLLT10 MSR1 EFCAB1 RYR2 ZNF28 BPNT2 KIDINS220 RSBN1 GABRB3 FOXO1 CCNC RDM1 HERPUD2 FOXJ3 RPS6KA3 AAK1 CDC40 NLK STOM MBNL1 ENKD1 TRIM59 LAMA1 SNTB2 NFYB CARD14 JAZF1 CSNK1A1 FZD4 PTPN4 MOB4 NAA25 TTC33 LIMCH1 DR1 SGTB NUFIP2 MCFD2 PDS5B XPC SOX9 NAP1L5 ZMAT3 EMP1 C5orf15 GOLIM4 ACVR2B PABPC4L TBC1D8B RAD51B PSPC1 SCAI ZBTB11 FANCM ZSWIM4 TMEM245 ARRDC4 LIN7C PISD KPNA4 ADARB2 HTR5A DSG3 DMD OBI1 PLXNC1 CPSF4 UHRF1BP1L ALG1 CCDC141 PURA PAG1 MIR95_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR95_5P PIAS2 MBTPS2 OCIAD1 AFF4 TCF12 OLFM3 SELENOI KCMF1 GGACT COX5A MACIR ERBIN CXCL1 DIXDC1 MOCS2 DMPK RETREG1 STXBP4 ANAPC10 TFEC TRIT1 SPATS2L CTBP2 BDNF RSRC2 DDX3X HIVEP1 NR3C1 MIER3 LRRC39 SLC24A4 DGKH ZNF770 PGBD2 BYSL GRIA2 FGF14 CUL3 PAX5 SAV1 QKI TTC26 ZNF345 ANKRD50 ARPC5L IRAK3 SEC14L1 SGK1 NKIRAS2 RCOR3 UBA6 NET1 PTBP3 TXNDC11 FRMD4B CILP2 CCDC69 SRGN ST6GALNAC5 JAG1 NMUR2 ZNF550 PSD3 MRPL19 ADAMTS9 ZBTB20 ST3GAL1 SLC12A6 FRG2 REST CASKIN1 PPP4R3A SMAD9 ZNF41 INPP5A RAD51C COL9A1 TMX3 C9orf72 CNTN5 ACTL6A TAFA1 SLC25A44 TXNRD1 RNF139 IRAG2 CNTN1 HBS1L TBL1XR1 DHX15 AMOT CPEB2 SEMA6C HARS1 PUM2 PRPF39 GPR65 CBLB CIPC SUZ12 IKZF2 TET3 PRMT2 COP1 RPE GPR63 LEMD3 SPDYE3 RO60 TRPC5OS TRA2A CACHD1 AMFR SYNCRIP PIN1 GABRA1 CASP7 FERMT3 SETBP1 PPP1R2 FGFR3 SLC35D1 IGF2R TBX3 SCN8A TIAM2 STX17 C6orf120 KLHL8 CARD16 PPFIA3 B3GLCT CSRNP2 PDE4D RORA PARP8 RNF38 IFIT1 TAGAP NCEH1 ERCC4 LONRF3 ASTN2 CLIP4 MBTPS1 YTHDF3 CBFB CEP43 SERPINB13 BPTF CCT5 MTR CD69 MYT1L RRN3 RAD51B EPHA5 PDCD6IP ASB8 DIPK2A FSD1L ATP2A2 SPRY1 ZNF461 WDR35 TMEM182 SRRM4 MBIP BCL11A SEMA7A JUNB ARL8A RASSF8 FNIP1 MPZL3 FSIP1 MBD5 GSK3B ZNF585A NPR3 CAV2 GK FIGNL1 ZBTB21 MAGI2 HOXC5 BLOC1S6 PTPN11 TBX5 PTPRO GTF2A1 TMTC2 WDR61 FBXO45 ATXN1 CCDC181 FAM135A PDSS1 ALCAM PRTG ANKRD22 CLDN1 PMS1 SPART PLEKHG1 ANKRD6 PHF21B PCDH9 CHSY3 CHIC1 RFX3 SP3 GPM6A RBM17 PTGER3 ZNF772 BRPF3 BAMBI ACADSB RIC1 PRKCE RAB3B FOXN2 CEP162 CRPPA DTWD2 PPP2CB CD164 PSTPIP2 TMEM33 FBXO33 MYSM1 CCNJ RNF19A NAV3 GORAB POMGNT2 STARD3NL SLC12A4 PLEKHG5 NRG1 TRMT9B FAM168A PPP1R1C TUT7 SLTM BRSK1 VPS37A CTSC GPR176 IDI1 LPP BACH2 GOLGA2 DIS3 RNF217 FNDC3B SLC7A6 SLC25A22 NUS1 SREK1IP1 LCORL ARHGEF2 RAB11A MAP3K13 JKAMP SLIT2 THSD7A MID2 CXCR4 IL19 FGF18 BAHCC1 PIK3CA DMP1 JRKL CCDC50 PDIK1L PCDH18 CD28 NUBPL CCSER2 PLCH1 GEMIN2 ANKRD42 ZNF264 PPP3CA NOX1 HIC2 C14orf39 ATP2A1 ZNF678 ARF1 AK9 ELMOD1 AMMECR1L SLC13A2 SLC25A53 NFAT5 FBXL5 RSPO3 CAMK1 UBE2B GDAP2 FRK SLC2A13 MBLAC2 FST NCS1 RRP15 SESTD1 CLINT1 POGZ SRF OSBPL6 IDS HERC3 ACTR1A USP7 PITPNM1 PHOX2A ZNF829 ANOS1 ATL2 STC1 TMEM117 ADAMTS6 CPNE3 HOOK1 TMX4 SH3GLB1 OAZ1 EMC1 PABPC4 RNF19B CHST11 SPIN4 SLF1 PPP6C ZDBF2 RNF121 FOXN4 SKIL TBCA PCDH15 TFDP1 MYLK3 MYCBP2 TRIM5 CTNS ZNF512B NADK2 AGPAT5 RANBP6 UBE2W FLG MOB1B DTD2 MORC3 GNAQ SLC2A4RG SDE2 COL19A1 EPC1 EVI5 ANKRD12 DCAF5 FAM216B PDP1 MSI2 HNF4G ZNF609 LRRC59 MBD2 UNC5D ADAMTS5 PLEKHG3 CEP20 ZNF780B IFFO2 GATAD2A KIAA1549L DIPK1A ADCYAP1 GOLM2 ZNF106 PRR5L SCAMP1 FAT4 WWP1 LRP2BP VGLL3 GPCPD1 RALGAPA1 POLR2K GRK3 TENT4B KMT2C IRF9 N4BP2 SMAD2 COMMD8 TMEM135 C18orf25 ADAM17 CA8 TEAD1 C5orf24 MAFK SLAIN1 NCK1 NEK5 POMGNT1 AMN1 PAPSS2 HGF CAMSAP1 FEZF1 SOCS5 HMGXB3 ZC3H12C GFOD1 C8orf37 YPEL3 C5orf51 SDR9C7 CRAMP1 CCDC86 QSER1 WDR44 ACP7 LRATD2 FAM126A CIR1 LEO1 KIF20A DLEU7 COX7A2 RNF180 PRKAA2 ICAM1 IL27 STX12 HOXB2 MYO1E CDC42BPB TMLHE RS1 SEMA6A LPGAT1 NBEA TWIST2 KCNJ2 PSMC2 YIPF5 HOXD3 EHD2 MMP16 INTS6L CSNK1D JADE3 PAFAH1B2 CPEB3 SLITRK6 FOXD4L5 DERL2 MINDY2 P4HTM ATP6V0B PPP1R12A SNAI1 THOC2 SELENOT HEXB ATP11B G3BP1 TP53BP2 CDH8 CPD PLCL2 ATP6V1A TWIST1 CALCRL SCG2 C2CD4B TICAM1 FGG CCNE1 HOXA9 APOOL CSRNP3 PCGF3 KLHDC1 SREBF1 SNAPC1 YOD1 NOL7 SH3TC2 LAMC2 FAM3C MSX2 ZBTB22 YIPF6 KCNA3 BRD1 CCDC43 WNT4 DRD1 KLHL17 NOTCH1 SEMA3F MORF4L2 PREX1 TMEM97 GNL1 PCDH17 SAXO2 IL2 TMED5 SLITRK5 DMRTA1 SPRING1 NKX2-2 SNX27 WIPF3 DOK6 TOR1A KITLG AADACL4 TGFB2 RELT ABHD13 NEUROD1 CLASP2 NUDT21 PIGH ZFP14 SLC25A38 SLC24A3 TMEM170B RFX7 SPTY2D1 SPTBN1 TMEM200B TMEM252 ZDHHC21 STAB1 SLC7A10 OCRL MTHFD2 CD2AP HOOK3 DERL1 NOTCH2 FEM1C ATG14 COLGALT1 RAP2A EBF3 C16orf87 RAB3A WDR7 FAM222B TTC28 VEZF1 LSM8 PIM3 TOX RPF1 FAM180A LRATD1 CDK17 NRXN3 INTU IL31 ATP6V1C1 SLC7A14 LOX HDAC4 ACTC1 MXD3 ZEB1 SMIM17 PTGS2 ZNF24 CXCL2 KCNA4 CACNB4 ILF2 LATS2 TRIM14 RSBN1 PDXP TFCP2L1 DYRK2 APBB3 GTPBP2 DPYS GDNF RIMS4 FOXJ3 MAFF AKIRIN2 PPIL4 OGA PYGO1 INO80D PARVA COQ10B ISM1 PPP1CB PLK3 SMG8 ZNF215 RETSAT CLMN SLC25A4 IL10RA SPEG SEMA4G KLHL24 ABTB2 MAPK6 KCTD9 HECA SPDYE5 C1orf74 PTPN4 STAMBPL1 TMEM236 PHIP MMUT GPRIN3 PTPRK STT3B BCL6B GPATCH2L PRPF38B SGTB EIF4A1 ZC3H6 MEP1A ERAP1 HTR2A LMNTD2 SCN2B MAP3K10 SMIM13 CD300LF C5orf15 PDZRN4 MYO10 RORB ACTR8 NXPH2 ZSWIM4 INO80E DNAJC15 FRA10AC1 RAC2 P2RY1 CLOCK PPFIA1 OTUD7B KDM5C USP34 IMPG2 PIKFYVE RYBP TET1 LARP1 MYCT1 MIR1468_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1468_3P ESRRG PIAS2 AGFG1 PRDM16 CASTOR2 HLF ZNF217 CBX6 ZNF148 C11orf96 ARMC1 DMD HDX KCMF1 PFDN4 ARHGEF7 MEF2C TENT2 FANCA SRSF7 CCAR1 TCEA1 KLF4 C1RL ARAP2 HOMER1 EGLN1 WNK3 PFKFB3 MID1 MAPK8 ELOC LRRC39 DICER1 GALNT18 PHC3 CACNA1C TSHZ2 ROBO1 NLGN4X FGF14 TMEM9B ANKRD11 SPRY2 CGGBP1 ANKRD44 ASAP2 MSANTD4 NKX3-1 TMEM267 ZNF345 NBR1 CCNO AP1S2 ROBO2 CST9 TCF4 DSG2 JADE1 HNRNPR JAK2 ATF2 VPS29 KCNC2 RCOR3 CTNND1 GLS GEM ZNF367 DDHD2 RBBP8 IP6K2 PDCD10 IL1R1 CR1 MTF1 PSD3 MSL2 SORBS2 LSM12 SCP2 ACSL6 LAMP1 KCNE1 SECISBP2L GRIK1 TENM1 MKRN1 DSP IBTK HBP1 ARHGAP12 APPBP2 SMAD5 SLC6A15 TMX3 CNTN5 GLIS3 ACTL6A ITPRIPL2 FSD2 DNAJB14 ARPP19 UBR5 CPEB2 FUT9 GATA2 PGRMC1 ZNF26 PRPF39 TESPA1 NEURL1B EBF1 KCNMA1 SLC16A7 CYLD TIMP3 ALG2 CADPS DPM1 C3orf52 SHCBP1 SV2B ANKRD46 GPM6B SCN3A HCFC2 PAPPA IREB2 RBL2 GXYLT1 ZNF418 GABRA1 PLCB1 CFL2 TRIM33 ACBD5 IMPA1 GABPB1 IGF2R C20orf194 COG6 EIF2S2 PREPL VPS13B STXBP5 CDH11 ECT2 GCLM ESR1 INSIG1 ROR1 USP13 SORBS1 PAK5 SLCO1C1 ITSN1 RASSF5 NDUFC1 CLIP4 EOGT OLFM3 PARP9 CBFB BTF3L4 SALL1 BPTF CUL5 KCNQ5 SLC4A7 MYT1L UNC80 HNRNPLL IL17A CEBPA CALHM4 INTS6 PDE5A PRKAA1 GTPBP3 CDYL2 PCGF5 EDEM1 TMCC3 GIT2 IL18R1 TPD52L3 GAREM1 IRF2BP2 GSKIP EPHX4 SRPK2 EXOC2 ELOVL5 DACH1 CTDP1 SYNM GABRA4 PERP GIMAP7 CTDSPL2 SMU1 RGS20 GNA13 LAMTOR3 ZBTB18 SOX4 PUM1 SVEP1 GSPT1 TSC1 EPC2 CHMP2B SEPTIN8 FAM135A PPP1R15B PCDHGA7 ZNF680 TFRC SPART TMOD3 CHIC1 BCAT1 E2F8 GCOM1 JAKMIP1 OPCML SPTSSB FAM13B PLK4 LCLAT1 SF3B4 LRIG2 MYSM1 CSMD3 SLC26A7 PHLDB2 PPP3CB GPR85 PEX5L APOB SNX17 MCC TAFA5 TSHZ3 FBXO8 CNOT6L ZMYND11 SOCS2 PTBP1 MATN3 MLLT3 RDX PRKAR1A MAF COL5A2 STRN3 HELZ MFSD14B TAT ANKRD63 MBNL2 SFRP2 PJA2 FNDC3B CNNM4 ZNF704 CD47 MYNN PKN2 HECW2 DLG2 EPS8 TIPARP BMPR1B THSD7A LONRF3 PIK3CA SLC9C1 CCDC91 BNIP2 KTN1 PDIK1L ANKRD42 RARG GPR6 NFATC1 SNX13 HS3ST5 ST8SIA4 PPP2R5E DCLRE1C ADGRA2 PDS5A PPM1B CCNL2 AMMECR1L TNFSF13B NUP205 NFAT5 VDAC1 SMCR8 SMURF2 TTC9 SLC2A13 LEPR VSTM2B GRM7 SGCB FOXJ3 ZNF518A KCTD8 FILIP1 AFTPH RMND5A CD44 RAB23 MICAL2 PTAR1 SLC5A3 RASGEF1C CLEC3A ANOS1 FLVCR1 PRKAR2B KPNA6 PYHIN1 EIF4E WDFY3 HOOK1 SLC30A4 ZKSCAN4 IL11 MRTFB MIER1 PRKCA ZDBF2 USP31 SKIL MECOM CEP55 GCFC2 PPA1 TASOR2 FKBP4 SLC38A1 GCC2 PSAP TRIO IGFBP3 DTD2 LEF1 RNF145 TNPO1 LYPLA1 GLUD1 XYLT1 GABRB2 MAT2B USP9X HRK DCX OOSP2 ZNF10 PKHD1 UTS2 CAND1 MAP3K20 CEP350 RPS6KA5 FAT4 C14orf28 NOXRED1 TRIM2 RICTOR PRSS23 SEL1L TENT4B KMT2C SNIP1 UNK DCAF10 FAM120A ANO4 SENP1 PRKCI EPS15 SCAF11 TAOK1 FUT4 C5orf24 TRAF6 CHUK SRBD1 TRIL ZFP28 TMEM45A KLC4 CAMSAP1 SSR1 STOX2 WIZ MGAT2 CNTN1 NRXN1 CDCA8 SPOPL RIMS2 ZEB2 SRSF1 VEGFA STK32A DENND4C REEP3 LHX8 ANK3 FXR1 FOXP1 TACC1 RHAG LMOD1 COMMD10 PELI2 MBTD1 LRP6 CTNNB1 UCP3 FOXJ2 CERT1 MCUR1 MAP1B NRP2 SLC35A5 CLIC4 PRIM2 KCNJ2 TULP4 NCKAP5 WDR45B CTTNBP2 PLEKHF2 DNAJC16 KLHL20 PAX9 ELMOD2 MYBL1 RBM25 TBCEL ARMH4 CCND2 PLXNA4 CEACAM7 REEP1 GLUD2 SETD7 RBPMS2 STK26 LDB3 NECTIN3 IPMK AMIGO2 WDR44 C1GALT1C1 GRAMD1A TAF4 FSTL1 SENP2 NDFIP2 POLR2M LRRFIP1 SPTLC2 LRIG3 TMTC1 PRR5L NF1 SLC12A2 TNFRSF19 HOXA9 FAM76B CACNA2D1 DCK VPS26A COX8C GSPT2 MTMR6 VGLL3 ELAVL1 G0S2 TMPRSS12 GOLPH3 GTF2H5 SLC1A6 ARFIP1 PHTF2 SOX6 ARMCX2 FZD6 TMED5 SCN9A CPNE4 RBMS1 LHFPL2 RRAGD SEC23A TOR1A NANP TRA2B MAPK9 CCNL1 NCDN NIN PDCD6IP BOLA3 PCGF6 CNKSR2 USF3 NIPAL1 PSME4 TMEM170B SHANK1 RFX7 CLVS2 MREG SGMS1 MED12L SPTY2D1 NEXN KCNJ3 ZNF740 RPE65 OPTN ZDHHC21 APH1B RUNX1T1 B3GNT2 MEF2A MOSMO MED13L ATAD2B ATG14 FBXW11 TENT5B PPM1D PIK3CB GPATCH2L RAB21 VPS36 EGR4 ONECUT2 ZNF407 NFKBIZ ANGPT1 LSM8 JCAD EREG VPS35 PLXNA2 BMP3 SEC22B LCOR BTBD7 NETO1 C1GALT1C1L S1PR1 AGO4 UPF2 YY1 RAPH1 CCDC175 CLIP1 ID3 BMP2K ZNF24 KCNA4 VAMP3 SLC25A15 WDR33 ZNF813 TFCP2L1 PRMT8 ZNF598 DMRT1 MSN RPS6KA3 DENND6A CBLN2 AKIRIN2 LDLR CSMD1 UHRF2 NFIB BMPR2 TNKS MPRIP TLR1 WNT10A ZBTB39 CBR4 RBMS2 FOXN3 DBN1 ERBB4 STRN RHOXF2 ZBTB41 SESN3 PHIP GPBP1L1 KLF7 CDH7 STXBP6 NAA25 PLSCR1 FIGN NUFIP2 H2AZ1 CREBRF NAP1L5 MAN1A1 PPTC7 ZMAT3 SMIM13 RPS6KB1 PAIP1 AMMECR1 RHOXF2B MAL2 SCLT1 ZBTB11 PLXDC2 DPP10 N4BP2 LIN7C NUP58 KBTBD8 LSM14B VKORC1L1 FAM117A CAB39 WASL EXOC5 IL1A TMEFF2 RASSF3 MIR548N http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548N AGFG1 MBOAT2 GUCY1B1 CREB5 ITPRID2 ADAM22 SIX4 SLCO1A2 SELENOI AQP3 UNC45B CDKL5 SLC38A2 DLG3 FCGR2B CAMK2D MEF2C SNX16 ERBIN HMBOX1 FAM200B SULF1 MYLIP PRKACB EGLN1 DNAJB4 SUMO1 ACSS1 TMOD2 SLC30A7 URI1 POLR3C IRF8 HDAC9 MIER3 OTUD5 DGKH PHC3 DNAL1 C21orf91 PCDH20 RAPGEF1 TSNAX SAV1 PGBD1 QKI ASAP2 B4GALT6 ETF1 ZIK1 ZNF345 APAF1 SGCZ RHOT1 PTGES3L TBR1 ROBO2 ARL13B FMN2 SC5D EGR2 MAGT1 HNRNPR TP63 MOB1B KCNC2 CACNB4 DCTN5 CTNND1 ZDHHC15 DSCC1 ECHDC1 DPP8 PCDH11Y DCUN1D1 BOLL BMI1 RANBP3 FAIM FLRT3 LY75 BCOR ADAMTS9 RSAD2 HAUS2 PPP1R27 SERBP1 PHTF2 DSC3 PGAP1 ARHGAP29 ZNRF2 U2SURP ATG16L1 PAIP1 APPBP2 TRIM58 RAB7A SUPT7L FOXG1 SINHCAF ARPP19 TBL1XR1 UBR5 DYNC1I2 BICC1 SLAIN1 SEPTIN2 PRPF39 IRF2BP2 PPARG ATAD2 CCDC88A GPR171 FAM221A HCN1 IKZF2 EMSY STOML3 AK3 LHX9 CCNG1 CPNE1 GPM6B TASOR CDH17 RO60 RIMS1 SP1 DCT ELOA GPSM2 TAF2 ERC2 ZNF608 ATXN2L PDLIM5 HACE1 KIN PPIC PRDM10 SYNCRIP PPM1A CFL2 TRIM33 CYSLTR1 TIAM2 SLC35D1 CSNK2A1 PNISR METAP1 NFKB1 SRCIN1 STXBP5 CHIC2 ABI3BP PGAM1 CCP110 IAPP INSIG1 PDE4D CAAP1 SGIP1 PAPOLA MAP4K3 RPRD1A NRXN1 EEA1 CCT6B MAN1A2 SRSF6 ZRANB3 ANGPTL1 MEX3D RAB31 ATP10B DCUN1D5 CUL5 TTC30A LARP4 EPHA5 TNRC6B PTPN2 SEC23B C4orf19 INTS6 SNX2 POLR2H SREK1 CCNT2 ZNF652 C4orf33 DCLK1 ZIM3 KRT28 LANCL1 ODAPH LRRN1 MATR3 SLC4A4 RC3H1 MACROH2A1 TNFSF10 ZNF737 IGF2BP3 LAMTOR3 KRIT1 KLHL28 KCNK2 RBFOX2 FAM135A ERICH3 RAB3C NUP54 AADAT COMMD3-BMI1 CHSY3 TOLLIP CHIC1 SERTAD2 ACVR2A GPM6A NEK7 RRAS2 AKAP7 XRN1 PPIP5K2 OSBPL8 CABCOCO1 DCUN1D3 SKP2 RIC1 CD84 GTF2I INSM1 REV3L C2orf73 CCNJ TUT7 EPB41L5 GTF2H3 YWHAQ USP6NL CNOT6L HIP1 MAFB ZNF681 MAF KDM3B CXADR HELZ KDM7A CHD1 RNF2 HS2ST1 ERLEC1 JUND LPP DISC1 FUBP1 DMTF1 SQOR DIS3 CENPA ZNF326 PKN2 SOBP SYCP2 KRAS DUS4L WNT5A ABCA8 SPACA1 RUNX2 RIPOR2 CAPN2 THSD7A SOX6 PTGR2 TCEAL8 PTPRG ATRX NAALADL2 DEK EXPH5 STAU2 ANAPC1 DESI2 TRDN UGT8 ATF6 ZFHX4 KLHL36 THAP6 BIVM CTNNA3 CA8 ZNF99 GPD1L KATNAL1 ZBTB6 GATM BTG1 PURG MAML1 RIOX2 SH3BGRL RNF41 NFAT5 UBE2B CPEB4 IGSF11 RPGRIP1L CCDC179 HNF1A ERLIN2 SACS RMND5A DOLPP1 EMCN CPNE8 RESF1 CPS1 STAG2 SMAD1 BRIX1 UBE2W GJC1 OAZ1 DHRS1 ZKSCAN7 PRKCA LRP8 S100PBP SKIL TBCA DCDC2 MYLK4 CCNB1 GNPTAB THAP1 DEPDC4 INSR C18orf25 ZFP91 EHHADH CELF3 RNF212 C5orf24 PEX13 SNW1 UFM1 MSI2 HNF4G TUSC1 SEC61A2 PLAG1 UNC5D NEGR1 RAB27B ZNF649 GLIPR1 SMARCE1 ZNF626 HOXD13 ZNF106 DAAM1 BRWD1 MAP3K20 PELI1 WDR26 RABGAP1L C14orf28 HLTF VGLL3 XCL1 TENT4B N4BP2 TRIQK TSPYL6 TAOK1 COL12A1 UBQLN2 SPHKAP INPP5A ZNF492 ZMYM2 SOX8 PITX2 GPR137C FGD4 CNTN1 MEGF11 ZEB2 WAPL RASGEF1A UBE2D3 C5orf51 REEP3 TAFA2 MGAT4A DCBLD2 RAB33B CTNNB1 KPNA1 MMD CD99 NCOR1 PRKAA2 OTUD1 SLITRK4 USP44 PLAGL2 SAR1B RGS2 LRRC42 CFDP1 FGF5 SCML1 MICU3 SIM2 AUTS2 MAPK1 LMX1A TIFAB AICDA PAK5 ZNF527 RUFY2 ERO1B IVNS1ABP KCTD5 VIM NCAPD2 MZT1 TAL1 SNX18 ANKRD10 IPMK ZCCHC8 TM9SF3 PCDHB10 LINC01517 BCL2L2 UTP3 PROSER1 E2F4 ZWINT CDK6 MAP3K2 FRMD4A NOTCH2NLA HERC1 B3GALT2 TMTC1 PIGX LATS1 CSRNP3 PCGF3 FAM76B ZNF711 OMA1 TOX3 NOL7 NABP1 ABCB11 TPMT KCNK1 ZBTB34 CLCC1 LRIG1 NECTIN3 DNAJC21 SLC12A5 NOTCH1 RGS7BP ADAM18 MIGA1 STK35 APPL1 KAT6B ICE2 ZNF100 TMTC3 GABPA CXCL11 LRRC58 APLF CHST9 ARIH1 MAP4K5 PCDH11X SEC23A STRBP XCL2 TRA2B MARCKSL1 HPS3 TRPC1 PDCD6IP ALG10B CACNA2D3 CLASP2 SS18 YLPM1 RACGAP1 GPR137B MTFR1 GATA2 ZDHHC21 VEZT CD2AP SKIDA1 HOOK3 ELL2 RAP2A SOCS6 GPD2 FMO2 PARP12 BRWD3 PROK2 SLC9A2 TMEM181 BMP3 SEC22B MAST3 IKBIP ANKIB1 TXNDC15 C11orf87 SERINC3 TAB3 FAM199X C9orf72 DYNC1LI2 TLCD4 HDAC4 DIRC1 NUDCD1 LACTB PPEF2 BPNT2 ZNF813 CCSER1 VPS13C AFTPH NAA30 DENND6A SEMA3C ZNF493 ARL6IP6 ZFR NLK ROBO1 TTC13 KMT5B TEX36 VIRMA PTBP3 BMPR2 FOXF1 ST8SIA4 GNG12 HIVEP2 IFNL1 LRBA PCDH10 CLMN KLHL24 SEC22A TVP23C MTA1 UBR3 PHTF1 SMC5 MARCKS RYK FAM133B ZBTB41 BBS10 DPY19L1 SGTB ZC3H6 RHPN2 CREBRF SLAIN2 EXOC6B SLC6A6 CACUL1 RABL3 VWC2 KLF9 LYVE1 TWF1 EMP1 SMIM13 SCAI FBXO32 PSPC1 PRKAA1 SEC24A LIN7C PPFIA1 TMPO CSNK1G1 SMG1 LRP1B CDS1 KITLG RYBP EXOC5 CXCL5 USP12 ZNF800 MEIKIN TMEFF2 MIR4328 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4328 CALU MBOAT2 NR2F2 ADAM22 AFF4 SLC25A21 MTURN KCMF1 MNT GAB1 OGFOD1 UCHL5 MBNL3 MARCHF6 HUS1 ARAP2 UTY EGLN1 WNK3 TFEC GPD2 SLC30A7 MCFD2 MED29 BIRC6 UBE2D3 TRAM1 TMEM178B NR3C1 SLC39A14 CACNA1C CTAG1B QKI NAA35 ASAP2 DCUN1D4 SEPTIN10 ABLIM1 NSL1 GLCE PTGES3L ADAM11 MECOM ELMO1 FBXW7 TNIK ARPC5 TFDP2 ANP32E TRPS1 BBX GALNT3 DCUN1D1 ZC3H11A WDR75 AKAP12 PSD3 CDH19 UPF1 SEPTIN14 ZBTB20 NAB1 TMBIM6 SH3D19 HS6ST2 PHTF2 TRABD ATE1 SYK PEX16 KDM6A CRISPLD1 ENC1 THOC1 SNAP25 LYZL6 RBM12 GOLM1 TTC39A PALM2AKAP2 CEP63 PRUNE1 UBE2H BRWD1 AQP4 ZNF317 LTA4H SLC6A15 NR2C2 THPO ELP3 TNKS2 LIM2 ATAD2 LYRM2 ZNF706 ZIC3 SLK AKTIP RILPL1 GINS1 MTMR7 RUNX3 FMR1 LHX9 RPE PACRG FAM76A EIF4G2 GMCL1 SLC4A7 PAPPA PPP1R12A GPR1 CARF KCNJ13 C1QTNF7 VGLL1 HERPUD1 AK2 OPRM1 ZSCAN26 LIN9 PRDM1 CNKSR2 CFL2 ZFX GLIS1 GABPB1 KIRREL2 MAPK13 MINDY3 C20orf194 ADAM12 GFI1 ITGA8 MKNK1 CSNK1A1 MASTL CAMSAP2 FAM126B OSBPL11 PRLR VTI1A GCLM CTDNEP1 ZNF514 TESK1 ZNF559 PDE4D CP SGIP1 EEF1A2 SAPCD1 TMOD1 RB1CC1 NUDT5 EYA3 PHF20L1 CBFB SGMS2 SORCS1 TMED2 CSNK1E TTC30A LARP4 HGF TNRC6B NDUFAF4 C1orf21 PDGFC NFIB LHX3 SREK1 PKP1 ARF6 ACTB AMOTL1 GALT TOMM20 PCGF5 EPM2AIP1 SLC23A2 IRF2BP2 CISD1 NFASC PRCP KCTD12 PLA2G12A SLC4A4 HOXC6 CTDSPL2 ARHGEF38 ZNF737 BMF EIF1 SMAD4 TRIM14 FRMD5 ZNF687 DIPK1B TSC22D2 KLK2 EPC2 SPRED1 CHMP2B SEPTIN8 DNAJB9 GPR12 SHISA9 ALCAM USP16 TRIM71 EIF1AX FMN1 PCLO MAP1B SERTAD2 ACVR2A GPM6A RRAS2 DTNA CASK YAF2 DCUN1D3 GABRG2 SPPL3 PRKCE CD164 MGAT4A RBMS3 PHACTR2 NEK4 SLC26A7 UBE3C SNRNP27 NEBL SLC26A2 MAGOHB SPG11 RAP1A KCNJ15 EIF4E FBXO8 CNOT6L PTEN DHX33 ARL5A ZFHX3 GRB10 SYTL5 DPH3 EPCAM RRM2 FGF1 DISC1 PSIP1 ELFN2 LANCL3 MAST4 CDC14A PKN2 LCORL RBMXL2 VPS26C SPRY4 DENND5B ZBTB2 STK17B KRAS ACER3 EPS8 TIPARP PTGR2 LCP2 LY75-CD302 SS18 PSD ZFHX4 RAB3IP FAT3 NFATC1 SEC24D YIPF4 DYNC1LI2 MAP6 GEN1 C12orf50 SLF2 TMEM131 BTG1 PDP2 ITPR1 NFAT5 RC3H1 GIGYF2 PEX5 IRS1 MAPK10 KLHL11 PDE3B SEC63 PRELID3B OSBPL6 RMND5A NBAS IDS DIXDC1 TMEM68 TRAF6 MAP3K9 CPNE3 BTLA WDFY3 SLC30A4 ZZZ3 RECK MARCHF10 CCDC62 PDE7B ILDR2 SKIL TCAF1 POGLUT3 MYLK4 VTCN1 FGD6 MMP24 GNPTAB FKBP4 DCP1B ZNF430 TRIM5 CDC26 RARA KCTD1 GLIS3 EVI5 ANKRD12 LAMB1 TMEM30B MSI2 ZFP64 GNB5 SEC61A2 MBD2 RNF180 UNC5D RAB27B NRG4 PYROXD1 CKAP2L NPY2R ELK3 TENT5A TMEM64 CAND1 SPAG16 VAPA LIN7A RABGAP1L LGR5 RRM2B SEL1L SLC25A31 RAPGEF6 LTB4R MTM1 SP4 SUN1 TAOK1 C5orf24 CTNND2 PCNX1 LUZP4 NUDT16 GID4 CREB1 ZFYVE16 PAPSS2 KBTBD7 PPP3CA SENP6 POLD3 TSHR MGAT2 ZEB2 MCF2L KDM1B FXR1 TACC1 TMEM99 C9orf57 RHAG CD302 FAM126A FSTL5 CLOCK MIB1 INPP5F ICMT PRKAA2 NKAIN1 FOXO3 SLITRK4 TARDBP SRGAP3 ERCC8 SAR1B LPGAT1 MATN2 KCNJ2 RGS2 ZYG11B MMS22L ITGA2 MATN4 PCCA INPP5B PER2 POLE3 TLL1 SLC24A2 DYRK2 MINDY2 SOGA3 MAP9 ZBTB46 GFPT1 VIM APC ELL3 FAHD1 MED14 THOC2 FAM83B BICRA PLCL2 LINC01517 CMPK2 FKBP1A SPTLC2 CADM2 NDST3 ABCD3 SYNPO2 TNFRSF19 TCTN1 PWWP2A RNF216 TRIM61 SHROOM4 FIGN RBM43 TATDN3 SLC25A33 TAF5L TBX21 RWDD1 PAX3 NECTIN3 CNOT9 GNAT1 DNAJC21 AHR RGS7BP TNRC18 HDAC2 SAMD12 USO1 KHDC4 ALDOB MOGAT2 TMED5 CCL15 MTPN SLITRK5 GABPA SLC17A8 EIF2AK3 TPTEP2-CSNK1E LRRC58 PLPP6 UQCC2 CALHM2 MRTFB CEP19 ATP12A GALNT11 SNAP29 OTUD4 MTARC1 ALG10B CTSV SERTM1 CLASP2 GNAI2 NIPAL1 PSME4 SOX11 FCER1G NSA2 CCDC34 CLU B3GNT2 CENPN PAX1 INSYN1 GPC6 DUSP8 ABRA SLC9A2 ULK2 ATP10D TOX TMEM181 SHOC2 SERINC5 C11orf87 KCNC1 FAM199X PAXBP1 KIAA0408 RAB8B CTAG1A CCNJL ESRP2 FUBP3 LATS2 DUSP6 ANKRD42 CCNC RPEL1 ATP8B1 NEDD9 UNC13C BMPR2 INO80D KCNH7 RNF157 CFAP206 ARID1A HIVEP2 CRISP3 LRRTM3 KCTD9 DNAJB2 LOX ZBTB41 PTPN4 YES1 PHIP LACC1 ATMIN ALG6 FBXO22 SST GSAP COL27A1 ZSWIM1 H2AZ1 CREBRF RASGRF2 SLC25A32 NAP1L5 RNF168 OSGIN2 SCAI CRADD P2RY1 ZNF831 STK39 USP34 IMPG2 VKORC1L1 CDS1 ANAPC7 FGF7 LSM14A MIR548D_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548D_3P TFPI2 MBOAT2 BAG5 MDM4 DND1 TAF7L SELENOI DAG1 AHSA2P ZNF148 AFF2 SLC18B1 UBN2 FZD6 DMD HDX PPP1R14B DNMT3B MEF2C NEK1 ERBIN MAP3K7 HUS1 ARAP2 STOML2 RETREG1 STXBP4 KLF11 EGLN1 WNK3 GPD2 DNAJB4 SLC30A7 MID1 ANKRD13C MAPK8 RBPJ ELOC PITPNM3 ABI2 PHC3 LOXL2 PCDH20 ROBO1 B4GALT4 GRIA2 ICE2 DCUN1D4 PARP11 OSGEP CCDC14 ANKRD28 PITPNM2 SGCZ TSPAN9 MOB1B PTBP3 YWHAZ BOLL XIAP ETNK1 SPATA6 TGFBR1 TM2D3 AZIN2 ZFAND5 BCL2L11 PSD3 TMC7 SHISAL1 SERBP1 SEMA6D HUWE1 IDS CSNK1G3 ARHGAP29 RMI1 DLG1 TSLP MPZ KIRREL1 UHRF1 ITPRIPL2 RAF1 UBE2H DDX5 STX16 USP38 TBL1XR1 UBR5 TCF7L2 CPEB2 AKT1 MTRF1L SEPTIN2 ZBBX UTRN FAM169A ACVR1C CADM2 CIPC COL1A1 SUZ12 TMEM128 IKZF2 TET3 DOCK9 GPR63 MYLK PDE7A NABP1 EIF4G2 GMCL1 HDAC8 CARF RBL2 PDE1C KIN MXD1 AMFR PIM1 INPP4A SYNCRIP ATP6V0A2 MFAP3L SETBP1 PPP1R2 ACBD5 TDRP SUPT3H CYRIB CSNK2B PRDM4 TBX3 PNISR KIAA0232 RIF1 SMG7 RBBP4 CAMSAP2 FAM126B SLC35A3 GNA11 EGR3 ZFAND4 SPATA31A7 ETF1 NUP98 DPY30 RORA ROR1 RNF38 RGPD1 RASA2 TSPAN3 TLL1 RB1CC1 RABEP1 SLC25A16 RBM27 IL6 YTHDF3 HOXB7 OTX2 BPTF NAV2 BROX CA13 KLHL15 LARP4 CCNYL1 CHUK TNRC6B ARFGEF3 DNMT1 ZNF830 FSD1L SLC10A4 ATP2A2 RCC1L TLNRD1 TRIM28 CXCL12 GORAB API5 DCLK1 CNOT7 MAP3K3 STAC CREBBP GABRA4 CRY1 RPS6KA6 C18orf54 HSPH1 FIGNL1 MATR3 KCTD12 SMC1B RC3H1 ZBTB21 SEMA4B DDX6 CNOT9 ITPA SMIM10L1 SPRED1 FLI1 USP24 AEBP2 PRMT1 USP16 KDM2A ZBTB43 PMS1 DOCK6 EIF1AX SOAT1 IGF2BP2 HDGFL2 CRLS1 RBM46 RRAS2 PID1 QTRT2 CCZ1B DTNA PI4K2B INVS SRP54 ZFP30 FOXN2 C20orf27 SYT4 ZBTB8A PLPP2 RBMS3 ZNF248 ZNF648 TUT7 CD96 RSRC1 IQGAP2 ADGRG2 LOXL1 CPEB1 CNOT6L MAFB PRMT3 GCFC2 MLLT3 TRMT9B STRN3 HELZ KDM7A ANKS1A MFSD14B CDK14 ZNF547 BACH2 LETM2 SPATA31A6 PSIP1 RP2 ZNF704 LANCL3 TSC22D2 KRAS DUS4L WNT5A EMP2 POLR1A RUNDC3B GABBR2 VAV2 HNRNPC PIK3CA BARD1 NAALADL2 ANKRA2 CTXN2 TUT4 TCP11L2 TP53INP1 FAM160A1 NAMPT ZNF207 UHMK1 AGPAT1 MYC PDCD7 PUM2 C2CD2 SLF2 PDS5A TMEM131 PLGRKT BBS9 BCL2L10 HLCS ATL3 SNX12 SMURF2 ATF7IP YBX1 CCDC71L CASC3 SIAH2 ANO3 PRR14L MAP3K5 COL4A1 SLC2A13 SPATA31A3 GPATCH2 SPATA31A1 SNRK IRX2 COLGALT2 SMC1A CPSF6 CPNE8 SLC44A1 AZIN1 PPM1B SKI ZNF566 PRKAR2B MYEF2 ARGLU1 ZNF583 NRIP1 ZMYM3 RSPRY1 ING3 TMEM59 FAT1 G2E3 PPP2R1A MLLT1 CLP1 SKIL B3GNT5 TBCA BCOR STARD4 N4BP2L2 TMPRSS15 TRHDE PTPRZ1 ATP13A3 EPC1 HOXD8 RASD1 MSI2 TNFSF11 ARID1A MCU PITPNB UNC5D HOXD13 TMEM64 GOLM2 MBNL3 MAML3 MCL1 PELI1 MOB4 ZNF529 WWP1 AGL VGLL3 RICTOR COX15 GTF3C4 ZNF468 YTHDF1 ATP2B2 KMT2C PRKCI TAOK1 C5orf24 NCL SASH1 LSM14A LRRC37B SSR1 CCDC68 POLD3 STOX2 ZMIZ1 PANK1 SOCS5 SPIN1 ZC3H12C HSPE1-MOB4 CNTLN SIDT2 WDR44 CDS2 SLC25A44 DCBLD2 PELI2 MBTD1 TMCC1 CAMTA1 FKBP5 PRKAA2 RCAN2 FZD3 ALKBH1 MTMR4 PLAGL2 SAR1B ENTPD7 KCNJ2 LRRTM4 CCDC34 DYRK1A HIF3A SOHLH2 PDSS2 ELMOD2 EDIL3 MAPK1 MCM9 MARCHF5 LIN28B MYBL1 HIPK2 SAMD8 ZNF614 DYRK2 SETD3 ERO1B CCND2 GFPT1 RASEF SETD7 PAN3 XPR1 ICAM5 GNAI3 CPD HECTD2 ANO5 FYTTD1 SCG2 B3GALT2 APH1A NDUFA4 PAPOLG FAM76B CACNA2D1 DNAJB12 TOX3 NOL7 IER3IP1 SCYL2 SH3RF1 SMIM7 ZBTB22 ELAVL1 NPAS3 TMEM63B RNFT2 UGCG ZBTB34 DNAJB11 GABRG1 YPEL5 SOX6 MEX3C ZCCHC14 LEPROTL1 ABCC2 RNPC3 ALK GABPA SCN9A CREBRF LRRC58 LLGL2 FOSL2 SYT16 MARCKSL1 KRTAP2-4 FMNL2 SGO2 ABHD13 SON STK24 IPO8 STIM2 MARK1 DNAJB1 TMEM170B ATP2B4 FKBP1A ZDHHC21 SORCS1 SPATA31A5 MOSMO SBK1 POU3F1 HOOK3 NOTCH2 NAA50 IL6R LRRC8C SPTSSA GPC6 NTF3 USP49 DNAJA2 SOCS6 TTC28 ONECUT2 VEZF1 CABLES2 SFPQ LAMTOR1 UBE2D1 MITF MMGT1 YBX3 TOX SNX18 FBXW2 EREG MED13 CDK17 RAPH1 TANK SAP130 KIAA0408 RB1 HDAC4 ZNF875 PIK3R3 BMPR1A ZNF28 ZMPSTE24 BPNT2 RSBN1 COPS2 CCNC PM20D2 KMT2A DIS3L2 RPS6KA3 VSTM2A PTBP2 RBM20 ARL6IP6 INO80D RETSAT TAF9 USP42 MAPK6 CMTM6 DNAL4 AKAP10 PDCL3 SOS2 VCPIP1 CSNK1A1 LPGAT1 ZBTB41 EFEMP1 LRFN3 PXDN PTPRK MAGOHB TTC14 ERP44 NUFIP2 GSE1 WWC3 BRD3 DOCK10 CCZ1 BTBD10 MED1 ERGIC2 SDK1 CD47 SCAI ATXN7L3 PIK3R1 LIN7C ARL6IP5 HNRNPR KPNA4 GIGYF1 OTUD7B GRPEL2 TMPO MFSD13A GRIN3A MAP2K4 VKORC1L1 HOXA5 ADARB2 ARX MGARP ZNF800 L2HGDH FANCC ERI1 PAG1 MIR548H_3P_MIR548Z http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548H_3P_MIR548Z TFPI2 MBOAT2 BAG5 MDM4 DND1 TAF7L SELENOI DAG1 AHSA2P ZNF148 AFF2 SLC18B1 UBN2 FZD6 DMD HDX PPP1R14B DNMT3B MEF2C NEK1 ERBIN MAP3K7 HUS1 ARAP2 STOML2 RETREG1 STXBP4 KLF11 EGLN1 WNK3 GPD2 DNAJB4 SLC30A7 MID1 ANKRD13C MAPK8 RBPJ ELOC PITPNM3 ABI2 PHC3 LOXL2 PCDH20 ROBO1 B4GALT4 GRIA2 ICE2 NAA35 DCUN1D4 PARP11 OSGEP ANKRD28 PITPNM2 SGCZ TSPAN9 MOB1B PTBP3 YWHAZ BOLL XIAP ETNK1 SPATA6 TGFBR1 TM2D3 AZIN2 ZFAND5 BCL2L11 PSD3 TMC7 SHISAL1 SERBP1 SEMA6D HUWE1 IDS CSNK1G3 ARHGAP29 RMI1 DLG1 TSLP MPZ KIRREL1 UHRF1 ITPRIPL2 RAF1 UBE2H DDX5 STX16 USP38 CCDC14 TBL1XR1 UBR5 TCF7L2 CPEB2 AKT1 MTRF1L SEPTIN2 ZBBX UTRN FAM169A ACVR1C CADM2 CIPC COL1A1 SUZ12 TMEM128 IKZF2 TET3 DOCK9 GPR63 MYLK PDE7A EIF4G2 GMCL1 HDAC8 CARF RBL2 PDE1C KIN MXD1 AMFR PIM1 INPP4A SYNCRIP ATP6V0A2 MFAP3L SETBP1 PPP1R2 ACBD5 TDRP SUPT3H CYRIB CSNK2B PRDM4 TBX3 KIAA0232 RIF1 SMG7 RBBP4 CAMSAP2 FAM126B SLC35A3 GNA11 EGR3 ZFAND4 SPATA31A7 ETF1 NUP98 DPY30 RORA ROR1 RNF38 RGPD1 RASA2 TSPAN3 TLL1 RB1CC1 RABEP1 SLC25A16 RBM27 IL6 YTHDF3 HOXB7 OTX2 BPTF NAV2 BROX CA13 KLHL15 LARP4 CCNYL1 CHUK TNRC6B ARFGEF3 DNMT1 ZNF830 FSD1L SLC10A4 ATP2A2 RCC1L TLNRD1 TRIM28 CXCL12 GORAB API5 DCLK1 CNOT7 MAP3K3 STAC CREBBP GABRA4 CRY1 RPS6KA6 C18orf54 HSPH1 FIGNL1 MATR3 KCTD12 SMC1B RC3H1 ZBTB21 SEMA4B DDX6 CNOT9 ITPA GTF2A1 SMIM10L1 SPRED1 FLI1 USP24 AEBP2 PRMT1 USP16 KDM2A PMS1 DOCK6 EIF1AX SOAT1 IGF2BP2 HDGFL2 CRLS1 RBM46 PID1 QTRT2 CCZ1B DTNA PI4K2B INVS SRP54 ZFP30 FOXN2 C20orf27 SYT4 ZBTB8A PLPP2 RBMS3 ZNF248 ZNF648 TUT7 CD96 RSRC1 IQGAP2 ADGRG2 LOXL1 CPEB1 CNOT6L MAFB PRMT3 GCFC2 MLLT3 TRMT9B STRN3 HELZ KDM7A ANKS1A MFSD14B CDK14 ZNF547 BACH2 LETM2 SPATA31A6 PSIP1 RP2 ZNF704 LANCL3 TSC22D2 KRAS DUS4L WNT5A EMP2 POLR1A NOL10 RUNDC3B GABBR2 VAV2 HNRNPC PIK3CA BARD1 NAALADL2 ANKRA2 CTXN2 TUT4 TCP11L2 TP53INP1 FAM160A1 NAMPT ZNF207 UHMK1 YIPF4 AGPAT1 MYC PDCD7 PUM2 C2CD2 SLF2 PDS5A TMEM131 PLGRKT BBS9 BCL2L10 ATL3 SNX12 SMURF2 ATF7IP YBX1 CCDC71L CASC3 CPEB4 SIAH2 ANO3 PRR14L MAP3K5 COL4A1 SLC2A13 SPATA31A3 GPATCH2 SPATA31A1 SNRK IRX2 COLGALT2 SMC1A CPSF6 CPNE8 SLC44A1 AZIN1 PPM1B SKI ZNF566 PRKAR2B MYEF2 ARGLU1 ZNF583 NRIP1 ZMYM3 RSPRY1 ING3 TMEM59 FAT1 G2E3 PPP2R1A MLLT1 CLP1 SKIL B3GNT5 TBCA BCOR STARD4 TMPRSS15 TRHDE PTPRZ1 RIT2 ATP13A3 EPC1 HOXD8 RASD1 MSI2 TNFSF11 ARID1A MCU PITPNB UNC5D HOXD13 TMEM64 GOLM2 MBNL3 MAML3 MCL1 PELI1 MOB4 ZNF529 WWP1 AGL VGLL3 RICTOR COX15 GTF3C4 ZNF468 YTHDF1 ATP2B2 KMT2C PRKCI TAOK1 C5orf24 NCL SASH1 LSM14A LRRC37B SSR1 CCDC68 POLD3 STOX2 ZMIZ1 PANK1 SOCS5 SPIN1 ZC3H12C HSPE1-MOB4 CNTLN SIDT2 WDR44 CDS2 SLC25A44 DCBLD2 PELI2 MBTD1 TMCC1 CAMTA1 FKBP5 PRKAA2 RCAN2 FZD3 ALKBH1 MTMR4 PLAGL2 SAR1B ENTPD7 KCNJ2 LRRTM4 CCDC34 DYRK1A HIF3A SOHLH2 PDSS2 ELMOD2 MAPK1 MCM9 MARCHF5 LIN28B MYBL1 HIPK2 SAMD8 ZNF614 DYRK2 SETD3 ERO1B CCND2 GFPT1 RASEF SETD7 PAN3 XPR1 ICAM5 GNAI3 HECTD2 ANO5 FYTTD1 SCG2 B3GALT2 APH1A NDUFA4 PAPOLG FAM76B CACNA2D1 DNAJB12 TOX3 NOL7 IER3IP1 SCYL2 SH3RF1 SMIM7 ZBTB22 ELAVL1 NPAS3 ARID4A TMEM63B RNFT2 UGCG ZBTB34 DNAJB11 GABRG1 YPEL5 SOX6 MEX3C ZCCHC14 LEPROTL1 ABCC2 RNPC3 ALK GABPA SCN9A CREBRF LRRC58 LLGL2 FOSL2 SYT16 MARCKSL1 KRTAP2-4 FMNL2 FSBP SGO2 ABHD13 SON STK24 IPO8 STIM2 MARK1 DNAJB1 TMEM170B ATP2B4 HMGCS1 FKBP1A ZDHHC21 SORCS1 SPATA31A5 MOSMO SBK1 POU3F1 HOOK3 NOTCH2 NAA50 IL6R LRRC8C SPTSSA GPC6 NTF3 USP49 DNAJA2 SOCS6 TTC28 ONECUT2 VEZF1 CABLES2 SFPQ LAMTOR1 UBE2D1 MITF MMGT1 YBX3 TOX SNX18 FBXW2 EREG MED13 CDK17 SCUBE2 RAPH1 TANK SAP130 KIAA0408 RB1 HDAC4 ZNF875 PIK3R3 BMPR1A ZNF28 ZMPSTE24 BPNT2 RSBN1 COPS2 CCNC PM20D2 DIS3L2 RPS6KA3 VSTM2A PTBP2 RBM20 ARL6IP6 INO80D RETSAT TAF9 USP42 MAPK6 CMTM6 DNAL4 AKAP10 PDCL3 SOS2 VCPIP1 CSNK1A1 LPGAT1 ZBTB41 EFEMP1 LRFN3 PXDN PTPRK MAGOHB TTC14 ERP44 NUFIP2 GSE1 WWC3 BRD3 DOCK10 CCZ1 BTBD10 MED1 ERGIC2 SDK1 CD47 SCAI ATXN7L3 PIK3R1 LIN7C ARL6IP5 HNRNPR KPNA4 GIGYF1 OTUD7B GRPEL2 TMPO MFSD13A GRIN3A MAP2K4 VKORC1L1 HOXA5 ADARB2 ARX MGARP ZNF800 L2HGDH FANCC ERI1 MIR302C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR302C_5P PRDM16 ITPRID2 SIX4 BTBD3 SLC25A21 OLFM3 UBN2 ZEB1 TMEFF1 RCHY1 KCMF1 SNX16 SATB1 TP63 MBNL3 RPAP3 STAM TDP1 ASF1A MLF1 GPD2 RAB27A CHL1 RALGPS1 DGKH DERL3 CFLAR SPCS2 CGGBP1 B4GALT6 TUSC3 ZNF483 GLCE A1CF MECOM HNRNPF HNRNPR SRR CACNB4 PAIP2B LAMA3 SLC11A2 TGFBR1 WASHC3 CERKL ZNF302 FBXL3 CTHRC1 CDH19 ADAMTS9 EDNRB NAB1 SUV39H2 RAP1B MSANTD3-TMEFF1 CRKL DDB2 HSPA1B REST FGA ZNRF2 IBTK ST6GALNAC3 ZNF195 FBXL4 PPP1R3D COQ2 MIER3 FOXG1 CFHR4 FAM104B IL1RAP ARHGEF10 PPP2R5E USP38 TBL1XR1 LZTFL1 PDZD8 CDIN1 COX7A2L DUSP16 ANKRD62 CCNY ADAM23 SLC16A7 NSMCE2 ACVR1C CADM2 RBM41 ZIC3 PWWP3B CEP97 TGOLN2 CD274 AP1S3 FMR1 AK3 CEP170 BRAF GNPDA2 PPP1R12A ETV1 PTCH1 GPR1 HACE1 ZNF236 RBL2 ECHDC1 PBX3 CBLL1 ERCC8 DDHD1 ATRN SYNCRIP PPM1A ZNF565 ATP6V0A2 LIN9 FOXD4L6 NOX4 DAZAP1 MINDY3 GTDC1 ADD3 HIF1A PHKB GPRASP2 MYT1 FAM126B STEAP2 TMEM168 TRDN CDK19 RORA C7orf57 RPRD1A MBNL1 ARAF RB1CC1 AKR1C2 PPP2R2C OTX2 NCOA2 GYG2 OR2C3 CUL5 KLHL15 LTBP1 LARP4 FOXD4L3 TNRC6B FGF13 MEIS2 ELOVL6 ARF6 AMOTL1 NETO1 PPP5C PIK3C2A ELF1 AHCTF1 DACH1 NPR3 TRIM13 SNTG1 CREBBP KCTD18 ANKLE2 RPS6KA6 SLC4A4 PERP MACROH2A1 TGFA DDIT4L CD200R1 LCTL SMAD4 TPGS2 CLTC ABHD18 ZBTB18 HORMAD1 KIF3A FBXO45 CPT1A ZNF415 SPRED1 METTL15 CYFIP2 CDK8 GCK HTR2C FAM135A PACRGL PRTG SLC1A3 FBXO21 CYCS POU2F2 TFRC FOXD4 EIF5A2 CHIC1 RBM46 POU3F2 SLC2A2 RNF6 PPHLN1 DNAJB6 MAP1LC3B OSBPL8 EHF PLK4 ARHGAP24 MKX LCLAT1 CEP135 CHD6 FOXN2 HNRNPH2 TMEM33 FBXO33 PHACTR2 PDE8A ADGRG2 MON2 APBB2 TGFBRAP1 CNOT6L GADD45A PRDM11 HEBP2 RASSF10 SESN1 NRARP TNFSF15 VPS37A RPL36A-HNRNPH2 UBXN7 LRP12 SFR1 IDI1 PSIP1 ZMYM5 KCNQ4 ZNF704 ARL1 FGFR2 LCORL STK17B TM4SF4 CYB5R4 PTGR2 PIK3CA NETO2 TAB2 SLC38A4 IMMP2L GLIPR1L1 PMCH STMN2 FAM160A1 UBE3A SEC24D PKDCC SESN3 CTNNA3 EDN1 ZNF280D LYSMD3 LIFR ZNF678 LRR1 ARHGAP11A PDS5A SEC62 MDFIC SETD1A SH3BGRL GBE1 ZNF275 MSRB3 TNFSF13B NFAT5 CLDN12 ALKBH8 PACC1 UBE2B NUP153 ATXN7 KCTD8 HTATSF1 OSBPL6 NSUN6 SLC35E2B BTN2A2 EMCN SBF2 CRACD DPY19L4 MYEF2 BMP2 CERS3 STC1 SON NDUFB4 LAMA2 TMX4 SMIM8 RBMXL1 BRIP1 DIP2C THAP12 SH3GLB1 FGF12 HNRNPH1 EIF2AK1 FAT1 ZMYND19 DCP2 PBX2 MLLT1 B3GNT5 CTSS UBE2D2 SLC30A8 PPP1CC TCP1 UBE2W TOR1AIP2 USP3 TNPO1 RAG1 PEX13 COL14A1 CHORDC1 DYRK4 HNRNPDL FLT1 ZHX3 HNF4G ZNF793 PRRG4 DLK1 NXPE3 ZNF780B NPY2R ATF7IP XAF1 CAND1 BRWD1 TMEM243 SCAMP1 ZNF529 TADA2B TRIM2 GPCPD1 ATP6V0D2 ERBB4 ZNF493 TSPYL1 CDKN1B HOXC8 ADGRL3 ADH4 PDHX FAM120A TMEM237 TEAD1 C5orf24 ZNF131 GLI3 NF1 AP1AR RIN2 ATP2C1 KCNN4 LRRTM2 PCF11 SOCS5 MAK DOCK4 ZC3H12C BDP1 RIMS2 ZEB2 TCEANC2 BCAP29 C5orf51 ZFP36L1 LCOR FXR1 ARFGEF2 OSM MBTD1 NAA16 GPHN ABCD2 MGST1 EIF4A2 RNF11 SLITRK4 RECK EMC4 SV2A KDM4D FAM117B BNC2 SYNPR VMA21 COX11 GNAI1 SLC35E2A LRCH2 TMED7 DCAF8L1 ELK4 ELMOD2 NEFL GTPBP8 TGFB2 DMC1 FAHD1 IRF5 CNEP1R1 GRIK2 DNAH14 ATP6V1A ANK2 CDH6 NR3C1 MAP3K2 BBS7 CRTC2 MARS2 ZNF667 NUDT12 EDNRA SLC10A2 PWWP2A MND1 ACBD3 OMA1 EP300 INSIG2 IRS2 NDUFA10 UQCRB DZIP3 MTMR6 CFAP65 TBL1X CREBZF LPCAT2 HACD3 ZFYVE16 PTP4A1 SOX2 ZCCHC24 SMARCAD1 DNAJC21 AHR CEMIP2 MKRN3 ZFP36L2 ZFPM2 ALDOB TTLL7 IFT57 PAK1IP1 ATP6V1B2 MAPK9 GPR180 PNPLA8 AMMECR1 MTERF3 HDHD2 MEGF10 ZCCHC4 TMEM144 USP15 MRFAP1 CCDC186 CLVS2 SPRY1 ADH7 SPTBN1 ZDHHC21 RHEB B3GNT2 NAA50 SPPL2A TMEM65 THBS1 RNF138 WDR7 PRR23C UTP6 RAB21 RTKN2 ONECUT2 KHDRBS2 TMPRSS7 SFPQ ABRA SLC9A2 CENPJ RBMX NIFK FRYL SERINC5 INTU EPHA7 TAB3 ANTXR1 BMP2K LATS2 BPNT2 GFAP SRSF12 LMBRD1 SNX25 PLPPR5 GARRE1 UBQLN1 BHLHE40 SLC7A11 CTNND2 CEP126 NYAP2 PYGO1 INO80D WLS KCNH7 CARNMT1 HEY2 GNG12 AVPR1A ASZ1 UBR3 TMEM209 STRN SRSF2 JMY FZD4 DPY19L1 PHIP RNF145 CAB39 TTC14 PRPF38B COL11A1 SIPA1L2 BZW1 VWC2 WNT2 CATSPERB C5orf15 CDK17 XPNPEP3 FOXD4L1 KHDRBS3 VMP1 TMEM245 PFDN1 ADSS2 KANSL2 DNAJC3 FPGT AFDN LRP1B DMXL1 RHOU TNRC6A DNA2 HAPLN1 ATP6V1B1 AC055839.2 RASSF3 MIR548BB_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548BB_3P TFPI2 MBOAT2 BAG5 MDM4 DND1 TAF7L SELENOI DAG1 AHSA2P ZNF148 AFF2 SLC18B1 UBN2 FZD6 DMD HDX PPP1R14B DNMT3B MEF2C NEK1 ERBIN MAP3K7 HUS1 ARAP2 STOML2 RETREG1 STXBP4 KLF11 EGLN1 WNK3 GPD2 DNAJB4 SLC30A7 MID1 ANKRD13C MAPK8 RBPJ ELOC PITPNM3 ABI2 PHC3 LOXL2 PCDH20 ROBO1 B4GALT4 GRIA2 ICE2 DCUN1D4 PARP11 OSGEP CCDC14 ANKRD28 PITPNM2 SGCZ TSPAN9 MOB1B PTBP3 YWHAZ BOLL XIAP ETNK1 SPATA6 TGFBR1 TM2D3 AZIN2 ZFAND5 BCL2L11 PSD3 TMC7 SHISAL1 SERBP1 SEMA6D HUWE1 IDS CSNK1G3 ARHGAP29 RMI1 DLG1 TSLP MPZ KIRREL1 UHRF1 ITPRIPL2 RAF1 UBE2H DDX5 STX16 USP38 TBL1XR1 UBR5 TCF7L2 CPEB2 AKT1 MTRF1L SEPTIN2 ZBBX UTRN FAM169A ACVR1C CADM2 CIPC COL1A1 SUZ12 TMEM128 IKZF2 TET3 DOCK9 GPR63 MYLK PDE7A EIF4G2 GMCL1 HDAC8 CARF RBL2 PDE1C KIN MXD1 AMFR PIM1 INPP4A SYNCRIP ATP6V0A2 MFAP3L SETBP1 PPP1R2 ACBD5 TDRP SUPT3H CYRIB CSNK2B PRDM4 TBX3 KIAA0232 RIF1 SMG7 RBBP4 CAMSAP2 FAM126B SLC35A3 GNA11 EGR3 ZFAND4 SPATA31A7 ETF1 NUP98 DPY30 RORA ROR1 RNF38 RGPD1 RASA2 TSPAN3 TLL1 RB1CC1 RABEP1 SLC25A16 RBM27 IL6 YTHDF3 HOXB7 OTX2 BPTF NAV2 BROX CA13 KLHL15 LARP4 CCNYL1 CHUK TNRC6B ARFGEF3 DNMT1 ZNF830 FSD1L SLC10A4 ATP2A2 RCC1L TLNRD1 TRIM28 CXCL12 GORAB API5 DCLK1 CNOT7 MAP3K3 STAC CREBBP GABRA4 CRY1 RPS6KA6 C18orf54 HSPH1 FIGNL1 MATR3 KCTD12 SMC1B RC3H1 ZBTB21 SEMA4B DDX6 CNOT9 ITPA SMIM10L1 SPRED1 FLI1 USP24 AEBP2 PRMT1 USP16 KDM2A ZBTB43 PMS1 DOCK6 EIF1AX SOAT1 IGF2BP2 HDGFL2 CRLS1 RBM46 PID1 QTRT2 CCZ1B DTNA PI4K2B INVS SRP54 ZFP30 FOXN2 C20orf27 SYT4 ZBTB8A PLPP2 RBMS3 ZNF248 ZNF648 TUT7 CD96 RSRC1 IQGAP2 ADGRG2 LOXL1 CPEB1 CNOT6L MAFB PRMT3 GCFC2 MLLT3 TRMT9B STRN3 HELZ KDM7A ANKS1A MFSD14B CDK14 ZNF547 BACH2 LETM2 SPATA31A6 PSIP1 RP2 ZNF704 LANCL3 TSC22D2 KRAS DUS4L WNT5A EMP2 POLR1A RUNDC3B GABBR2 VAV2 HNRNPC PIK3CA BARD1 NAALADL2 ANKRA2 CTXN2 TUT4 TCP11L2 TP53INP1 FAM160A1 NAMPT ZNF207 UHMK1 AGPAT1 MYC PDCD7 PUM2 C2CD2 SLF2 PDS5A TMEM131 PLGRKT BBS9 BCL2L10 ATL3 SNX12 SMURF2 ATF7IP YBX1 CCDC71L CASC3 CPEB4 SIAH2 ANO3 PRR14L MAP3K5 COL4A1 SLC2A13 SPATA31A3 GPATCH2 SPATA31A1 SNRK IRX2 COLGALT2 SMC1A CPSF6 CPNE8 SLC44A1 AZIN1 PPM1B SKI ZNF566 PRKAR2B MYEF2 ARGLU1 ZNF583 NRIP1 ZMYM3 RSPRY1 ING3 TMEM59 FAT1 G2E3 PPP2R1A MLLT1 CLP1 SKIL B3GNT5 TBCA BCOR STARD4 TMPRSS15 TRHDE PTPRZ1 PA2G4 ATP13A3 EPC1 HOXD8 RASD1 MSI2 TNFSF11 ARID1A MCU PITPNB UNC5D HOXD13 TMEM64 GOLM2 MBNL3 MAML3 MCL1 PELI1 MOB4 ZNF529 WWP1 AGL VGLL3 RICTOR COX15 ZNF468 YTHDF1 ATP2B2 KMT2C PRKCI TAOK1 C5orf24 NCL SASH1 LSM14A LRRC37B SSR1 CCDC68 POLD3 STOX2 ZMIZ1 PANK1 SOCS5 SPIN1 ZC3H12C HSPE1-MOB4 CNTLN SIDT2 WDR44 CDS2 SLC25A44 DCBLD2 PELI2 MBTD1 TMCC1 CAMTA1 FKBP5 PRKAA2 RCAN2 FZD3 ALKBH1 MTMR4 PLAGL2 SAR1B ENTPD7 KCNJ2 LRRTM4 TSEN15 CCDC34 DYRK1A HIF3A SOHLH2 PDSS2 ELMOD2 MAPK1 MCM9 MARCHF5 LIN28B MYBL1 HIPK2 SAMD8 ZNF614 DYRK2 SETD3 ERO1B CCND2 GFPT1 RASEF SETD7 PAN3 XPR1 ICAM5 GNAI3 HECTD2 ANO5 FYTTD1 SCG2 B3GALT2 APH1A NDUFA4 PAPOLG FAM76B CACNA2D1 DNAJB12 TOX3 NOL7 IER3IP1 SCYL2 SH3RF1 SMIM7 ZBTB22 ELAVL1 NPAS3 TMEM63B RNFT2 UGCG ZBTB34 DNAJB11 GABRG1 YPEL5 SOX6 MEX3C ZCCHC14 LEPROTL1 ABCC2 RNPC3 ALK GABPA SCN9A CREBRF LRRC58 LLGL2 FOSL2 SYT16 MARCKSL1 KRTAP2-4 FMNL2 SGO2 ABHD13 SON STK24 IPO8 STIM2 MARK1 DNAJB1 TMEM170B ATP2B4 HMGCS1 FKBP1A ZDHHC21 SORCS1 SPATA31A5 MOSMO SBK1 POU3F1 HOOK3 NOTCH2 NAA50 IL6R LRRC8C SPTSSA GPC6 NTF3 USP49 DNAJA2 SOCS6 TTC28 ONECUT2 VEZF1 CABLES2 SFPQ LAMTOR1 UBE2D1 MITF MMGT1 YBX3 TOX SNX18 FBXW2 EREG MED13 CDK17 RAPH1 TANK SAP130 KIAA0408 RB1 HDAC4 ZNF875 PIK3R3 BMPR1A ZNF28 ZMPSTE24 BPNT2 RSBN1 COPS2 CCNC PM20D2 DIS3L2 RPS6KA3 VSTM2A PTBP2 RBM20 ARL6IP6 INO80D RETSAT TAF9 USP42 MAPK6 CMTM6 DNAL4 AKAP10 PDCL3 SOS2 VCPIP1 CSNK1A1 LPGAT1 ZBTB41 EFEMP1 LRFN3 PXDN PTPRK MAGOHB TTC14 ERP44 NUFIP2 GSE1 WWC3 BRD3 DOCK10 CCZ1 BTBD10 MED1 ERGIC2 SDK1 CD47 SCAI ATXN7L3 PIK3R1 LIN7C ARL6IP5 HNRNPR KPNA4 GIGYF1 OTUD7B GRPEL2 TMPO MFSD13A GRIN3A MAP2K4 VKORC1L1 HOXA5 ADARB2 ARX MGARP ZNF800 L2HGDH FANCC ERI1 MIR548AC http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AC TFPI2 MBOAT2 BAG5 MDM4 DND1 TAF7L SELENOI DAG1 AHSA2P ZNF148 AFF2 SLC18B1 UBN2 FZD6 DMD HDX PPP1R14B DNMT3B MEF2C NEK1 ERBIN MAP3K7 HUS1 ARAP2 STOML2 RETREG1 STXBP4 KLF11 EGLN1 WNK3 GPD2 DNAJB4 SLC30A7 MID1 ANKRD13C MAPK8 RBPJ ELOC PITPNM3 ABI2 PHC3 LOXL2 PCDH20 ROBO1 B4GALT4 GRIA2 ICE2 RSKR NAA35 DCUN1D4 PARP11 OSGEP ANKRD28 PITPNM2 SGCZ TSPAN9 MOB1B PTBP3 YWHAZ BOLL XIAP ETNK1 SPATA6 TGFBR1 TM2D3 AZIN2 ZFAND5 BCL2L11 PSD3 TMC7 SHISAL1 SERBP1 SEMA6D HUWE1 IDS CSNK1G3 ARHGAP29 RMI1 DLG1 TSLP MPZ KIRREL1 UHRF1 ITPRIPL2 RAF1 UBE2H DDX5 STX16 USP38 CCDC14 TBL1XR1 UBR5 TCF7L2 CPEB2 AKT1 MTRF1L SEPTIN2 ZBBX UTRN FAM169A ACVR1C CADM2 CIPC COL1A1 SUZ12 TMEM128 IKZF2 TET3 DOCK9 GPR63 MYLK PDE7A EIF4G2 GMCL1 HDAC8 CARF RBL2 PDE1C KIN MXD1 AMFR PIM1 INPP4A SYNCRIP ATP6V0A2 MFAP3L SETBP1 PPP1R2 ACBD5 TDRP SUPT3H CYRIB CSNK2B PRDM4 TBX3 KIAA0232 RIF1 SMG7 RBBP4 CAMSAP2 FAM126B SLC35A3 GNA11 EGR3 ZFAND4 SPATA31A7 ETF1 NUP98 DPY30 RORA ROR1 RNF38 RGPD1 RASA2 TSPAN3 TLL1 RB1CC1 RABEP1 SLC25A16 RBM27 IL6 YTHDF3 HOXB7 OTX2 BPTF NAV2 BROX CA13 KLHL15 LARP4 CCNYL1 CHUK TNRC6B ARFGEF3 DNMT1 ZNF830 FSD1L SLC10A4 ATP2A2 RCC1L TLNRD1 TRIM28 CXCL12 GORAB API5 DCLK1 CNOT7 MAP3K3 STAC CREBBP GABRA4 CRY1 RPS6KA6 C18orf54 HSPH1 FIGNL1 MATR3 KCTD12 SMC1B RC3H1 ZBTB21 SEMA4B DDX6 CNOT9 ITPA GTF2A1 SMIM10L1 SPRED1 FLI1 USP24 AEBP2 PRMT1 USP16 KDM2A PMS1 DOCK6 EIF1AX SOAT1 IGF2BP2 HDGFL2 CRLS1 RBM46 PID1 QTRT2 CCZ1B DTNA PI4K2B INVS SRP54 ZFP30 FOXN2 C20orf27 SYT4 ZBTB8A PLPP2 RBMS3 ZNF248 ZNF648 TUT7 CD96 RSRC1 IQGAP2 ADGRG2 LOXL1 CPEB1 CNOT6L MAFB PRMT3 GCFC2 MLLT3 TRMT9B STRN3 HELZ KDM7A ANKS1A MFSD14B CDK14 ZNF547 BACH2 LETM2 SPATA31A6 PSIP1 RP2 ZNF704 LANCL3 TSC22D2 KRAS DUS4L WNT5A EMP2 POLR1A NOL10 RUNDC3B GABBR2 VAV2 HNRNPC PIK3CA BARD1 NAALADL2 ANKRA2 CTXN2 TUT4 TCP11L2 TP53INP1 FAM160A1 NAMPT ZNF207 UHMK1 YIPF4 AGPAT1 MYC PDCD7 PUM2 C2CD2 SLF2 PDS5A TMEM131 PLGRKT BBS9 BCL2L10 ATL3 SNX12 SMURF2 ATF7IP YBX1 CCDC71L CASC3 SIAH2 ANO3 PRR14L MAP3K5 COL4A1 SLC2A13 SPATA31A3 GPATCH2 SPATA31A1 SNRK IRX2 COLGALT2 SMC1A CPSF6 CPNE8 SLC44A1 AZIN1 PPM1B SKI ZNF566 PRKAR2B MYEF2 ARGLU1 ZNF583 NRIP1 ZMYM3 RSPRY1 ING3 TMEM59 FAT1 G2E3 PPP2R1A MLLT1 CLP1 SKIL B3GNT5 TBCA BCOR STARD4 TMPRSS15 TRHDE PTPRZ1 RIT2 ATP13A3 EPC1 HOXD8 RASD1 MSI2 TNFSF11 ARID1A MCU PITPNB UNC5D HOXD13 TMEM64 GOLM2 MBNL3 MAML3 MCL1 PELI1 MOB4 ZNF529 WWP1 AGL VGLL3 RICTOR COX15 GTF3C4 ZNF468 YTHDF1 ATP2B2 KMT2C PRKCI TAOK1 C5orf24 NCL SASH1 LSM14A LRRC37B SSR1 CCDC68 POLD3 STOX2 ZMIZ1 PANK1 SOCS5 SPIN1 ZC3H12C HSPE1-MOB4 CNTLN SIDT2 WDR44 CDS2 SLC25A44 DCBLD2 PELI2 MBTD1 TMCC1 CAMTA1 FKBP5 PRKAA2 RCAN2 FZD3 ALKBH1 MTMR4 PLAGL2 SAR1B ENTPD7 KCNJ2 LRRTM4 CCDC34 DYRK1A HIF3A SOHLH2 PDSS2 ELMOD2 MAPK1 MCM9 MARCHF5 LIN28B MYBL1 HIPK2 SAMD8 ZNF614 DYRK2 SETD3 ERO1B CCND2 GFPT1 RASEF SETD7 PAN3 XPR1 ICAM5 GNAI3 HECTD2 ANO5 FYTTD1 SCG2 B3GALT2 APH1A NDUFA4 PAPOLG FAM76B CACNA2D1 DNAJB12 TOX3 NOL7 IER3IP1 SCYL2 SH3RF1 SMIM7 ZBTB22 ELAVL1 NPAS3 ARID4A TMEM63B RNFT2 UGCG ZBTB34 DNAJB11 GABRG1 YPEL5 SOX6 MEX3C ZCCHC14 LEPROTL1 ABCC2 RNPC3 ALK GABPA SCN9A CREBRF LRRC58 LLGL2 FOSL2 SYT16 MARCKSL1 KRTAP2-4 FMNL2 FSBP SGO2 ABHD13 SON STK24 IPO8 STIM2 MARK1 DNAJB1 TMEM170B ATP2B4 FKBP1A ZDHHC21 SORCS1 SPATA31A5 MOSMO SBK1 POU3F1 HOOK3 NOTCH2 NAA50 IL6R LRRC8C SPTSSA GPC6 NTF3 USP49 DNAJA2 SOCS6 TTC28 ONECUT2 VEZF1 CABLES2 SFPQ LAMTOR1 UBE2D1 MITF MMGT1 YBX3 TOX SNX18 FBXW2 EREG MED13 CDK17 SCUBE2 RAPH1 TANK SAP130 KIAA0408 RB1 HDAC4 ZNF875 PIK3R3 BMPR1A ZNF28 ZMPSTE24 BPNT2 RSBN1 COPS2 CCNC PM20D2 DIS3L2 RPS6KA3 VSTM2A PTBP2 RBM20 ARL6IP6 INO80D RETSAT TAF9 USP42 MAPK6 CMTM6 DNAL4 AKAP10 PDCL3 SOS2 VCPIP1 CSNK1A1 LPGAT1 ZBTB41 EFEMP1 LRFN3 PXDN PTPRK MAGOHB TTC14 ERP44 NUFIP2 GSE1 WWC3 BRD3 DOCK10 CCZ1 BTBD10 MED1 ERGIC2 SDK1 CD47 SCAI ATXN7L3 PIK3R1 LIN7C ARL6IP5 HNRNPR KPNA4 GIGYF1 OTUD7B GRPEL2 TMPO MFSD13A GRIN3A MAP2K4 VKORC1L1 HOXA5 ADARB2 ARX MGARP ZNF800 L2HGDH FANCC ERI1 MIR548P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548P PXK AGFG1 SYBU ZNF148 PRORP SYNPO2 ARNTL2 PIAS2 OSMR DNMT3B WTAP SLC16A9 BMT2 ERBIN PRRG1 NHSL1 DEFB129 TRAM1 MAPK8 VEGFA ELOC LACTB2 PHC3 PEAK1 SPCS2 QKI B4GALT6 CPA4 NBR1 WASF1 CNTN4 AP1S2 ARL13B DSG2 SOWAHA RAB18 MST1L BBX KIAA1841 B3GALT1 YWHAZ KCNN3 ETNK1 SMPDL3A NRBP1 IP6K2 TNIP1 LMO3 RNPS1 ZNF570 PDCD10 MTF1 OGFRL1 LAMP1 HAUS2 BTBD8 RBMS1 HSPA1B MBD2 SLC16A10 AKAP11 DSP F13A1 STIM1 ENC1 PLIN1 YAP1 VPS26A TMX3 FNIP2 ACTL6A PROM2 SUPT7L ITPRIPL2 LRP1 ISX SMIM14 ARMC8 CEBPZOS TBL1XR1 UBR5 CNIH4 PLCB4 CPEB2 FAM122B EFR3A IL33 THAP11 TIMP3 CBLB PIK3R4 CADM2 CYP26B1 PBX1 CADPS TGIF2 GOPC ISY1 GPM6B SCN3A RO60 SP1 ETV1 CLCN4 NANOS1 CD1A CHM HACE1 KCNT2 TLCD5 CYP39A1 RHOQ METTL14 TRA2A TSPYL5 GAS2 NKD1 PPM1A GABRA1 ATP6V0A2 KMT5A MFAP3L PSD3 EXOSC1 C8orf44-SGK3 NOX4 ARHGEF26 GPBP1 FGFR2 TC2N MACF1 VPS13B STXBP5 KDSR CDH11 OSBPL3 VTI1A CCP110 FGFR1 IRF2BPL GAS7 GABRA2 PAPOLA ZC3H13 C7orf57 ZNF664 CTTNBP2NL STXBP5L KCNV1 IPPK SLC1A2 SRSF6 PPARD GUCY1A2 SWAP70 PHF3 RAB31 IQCJ-SCHIP1 PITPNC1 KLHL15 KCNQ5 MYT1L SLC19A2 CEBPA PLS3 CALHM4 MEIS2 FSD1L C18orf63 BTRC PCGF5 SLC16A6 ARL8A CELF2 RNF141 MPZL3 IRF2BP2 ZNF143 NCOA3 SRPK2 API5 SYNM ZBTB44 RPS6KA6 LRRN1 HSPH1 RC3H1 NSD2 DGAT2 PTER IGSF10 SVEP1 TSC1 ZCCHC3 CHFR CHMP2B GPR12 FAM135A CNBP MYO1H LONRF1 ZBTB43 TBC1D9 CLEC4E EIF1AX SOAT1 PLCH1 COL25A1 GLRA2 MAN1C1 FOXP1 MAP1B SERTAD2 RRAS2 PMP22 ARHGAP24 CCDC115 LCLAT1 REV3L FOXN2 FAR1 UQCRB VAV3 APOB DCUN1D4 HEPACAM2 RAB5B PDE3A EIF4E TSHZ3 SOCS2 MATN3 MAFB ZFX PRKAR1A MAF TDRD6 STRN3 HELZ KDM7A DUT FBXO4 CAPRIN1 JAM3 OSBPL1A ANKRD63 UBP1 ZNF107 PJA2 RICTOR FNDC3B SYTL4 ZNF704 SCD5 MAST4 SCNN1G PKN2 ACER3 C3orf14 KMT2E FBXO30 THSD7A SH2B3 PIP4P2 MIS18BP1 ASB3 SGK3 SEMA3E LY75-CD302 SLC38A4 SEPTIN11 PCDH18 TRIM23 TP53INP1 ZFHX4 FAT3 UHMK1 SCG5 SPG21 PPP3CA DCLRE1C CLEC3A ZBTB6 PLXNA1 FBXW11 PARG MAML1 SLC36A4 KTI12 NUP205 SLC7A7 NFAT5 EAF1 COMMD2 PSMD4 STRAP DTWD1 PIGA VNN1 HMGB2 C2orf42 SLC2A13 KLHL11 AP3B1 RRP15 CLINT1 ATP8A1 PRELID3B OSBPL6 RMND5A PTAR1 MAP2 BORCS7 NAV1 SH3KBP1 ADAMTS6 WDFY3 HIPK3 NRIP1 DEPDC1 ZKSCAN4 BAAT EZR MIER1 PRKCA PDE7B ZDBF2 USP31 SKIL B3GNT5 MAP7D2 LBR SLC38A1 KIF5B PIK3R1 TOB2 CTCF EPB41L4B FKTN MIPOL1 PGM3 PDE4D LEF1 CTLA4 EVI5 ARL5B GABRB2 MSI2 USP9X KLF6 TPK1 POLB GABRR2 ADAM10 SPAG16 MAP3K20 TMEM185A ZNF597 TRIM2 DIAPH1 RNLS ARPP21 MFAP1 ING2 TAOK1 UBQLN2 NFXL1 GLYR1 SLAIN1 MECP2 TSGA10 ZDHHC13 PCF11 THUMPD1 PCDH19 ZC3H12C ACBD7 SPOPL ZEB2 RAB9B ZFP36L1 NECAP2 MRPL42 SECISBP2L ZKSCAN1 PRKG1 CD302 PDE6H LRATD2 FSTL5 MBTD1 LRP6 ACKR4 KPNA1 C12orf66 STYX FAM98A RNF24 CAPS2 PLAGL2 RORA KIF20B CTTNBP2 MMP16 CD9 RAB11FIP2 CSNK1D BMPER ABCC5 RNF41 CPEB3 SEMA3A PKD2L2 ASB15 SPON1 SUDS3 SOGA3 CNN3 CCND2 YBX3 TIAL1 CHRDL1 AGPAT3 EDIL3 DNAH14 ZCCHC8 TNPO1 SCP2 SURF4 TAFA4 TOP1 C1GALT1C1 DNAJB6 NAP1L4 TAF4 CDK6 CHL1 RAPGEF6 NF1 UNC5C CSRNP3 ABHD17C CACNA2D1 GRIA4 SFT2D1 PIM2 IRS2 PNRC1 IL22RA2 TBX18 EPPIN TLR5 FBXL17 VGF SLCO2A1 FLT3 SMARCAD1 TBCC AHR CORO1C ZNF699 MIGA1 SOX6 STK35 ZNF300 RNF19A TIAM1 CPNE4 VSNL1 SEC23A FUNDC2 TMEM30A APOL6 CLASP1 SNAP29 OTUD4 ABL2 FMNL2 AMMECR1 SLC9A9 THAP2 RUFY1 ALDH1L2 GATA2 DESI2 USP15 CHN2 SRSF1 ZNF740 MT1G ZDHHC21 CNTNAP2 CLU PLXDC2 MOSMO ATAD2B PBLD ZBTB21 THBS1 PGGT1B CNIH1 TOB1 SRSF4 RAB21 TTC28 RAB40B CAP2 SV2C ZNF407 NFKBIZ BRWD3 LSM8 E2F7 SEL1L EREG NGDN GALNT16 SERINC5 AGO4 EPHA7 SLC7A1 RAPH1 DEPDC4 KIAA0408 TLCD4 RAB8B GSKIP RB1 IL20 H1-0 TRPM8 LATS2 KIF13A GABRB3 ZNF813 UBAP1 NEUROD4 SLC35E4 ZNF518B SBNO1 AFTPH PHLDA1 SMARCC1 AAK1 ZMYND12 ARL6IP6 ZC2HC1C KCTD4 KMT5B TMEM64 TNKS SUV39H2 INO80D TMEM26 TRIM66 LNX2 SEC22A GTF2A1 CHODL IGSF3 RBBP5 FAM171A1 SLC36A2 DPY19L1 PHIP DCAF16 STXBP6 ALG6 G6PC CBLN1 FBN2 SIPA1L2 NUFIP2 CREBRF NAP1L5 CACUL1 STK4 RABL3 SORBS2 ZMAT3 CDK12 SMIM13 RFFL NR4A3 PAIP1 SCAI SCLT1 MRAP2 LIN7C JUND CYFIP2 KPNA4 TCF21 LRP1B VKORC1L1 MYOG EXOC5 CXCL5 CSDE1 SYNJ2BP MIR23A_3P_MIR23B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR23A_3P_MIR23B_3P IPO5 SIX4 TMEM170A MCM4 CHST7 SNRPG UBN2 TTC23 PDE4B SLC38A2 PDPK1 GPRC5B ERBIN SATB1 ATP11C CA2 PRRG1 NDUFA5 TNFAIP3 ASF1A WNK3 TMOD2 TNRC6C MCFD2 COL4A5 LPAR1 FAS ROBO1 NLGN4X B4GALT4 TSNAX CGGBP1 IGSF8 APAF1 ANKRD50 GLCE AP1S2 TBR1 ROBO2 SEC14L1 ZNF287 CLEC1A TGFBR2 ZNF117 SAFB BBX BLCAP GLS C6orf62 ECHDC1 DCUN1D1 XIAP CNN2 ETNK1 AKAP12 MTF1 LAMP1 NCOA1 SEMA6D HS6ST2 BTBD8 SSH2 CSNK1G3 N4BP1 KDM6A AKAP11 ANXA10 ZNRF2 CRISPLD1 ENC1 RBBP6 HSPA12A CASP10 ELAVL4 ENTPD5 CEP63 PDIA6 TXNRD1 CNR1 FAM234B ZNF292 ESRP1 PPP2R5E FOXP2 DHX15 CPEB2 ELF2 FUT9 ZNF138 TNKS2 NTS ADAM23 RAD51AP1 CBLB NR6A1 MAP4K4 CIPC C3orf52 EPSTI1 FMR1 TET3 SV2B CCNG1 PDE7A SESN2 SLC4A7 PPP1R12A REEP1 RAP2B GXYLT1 POM121 ANKMY2 CBLL1 PRELID2 JARID2 PRDM10 PTGER4 CASP7 VCAN CBFA2T2 PRDM1 KMT5A ZNF765 CCSAP LIN54 MAP7 GTDC1 PLAU MYH2 AUH FAM126B CRLF3 EGR3 PKP4 ZNF559 RORA TMOD1 LMBR1 SCN2A MAK16 GRM5 IPPK LONRF3 NRXN1 FBXO32 ODF2 AKR1C2 GUCY1A2 PIP4K2B BEX5 NCOA2 PITPNC1 ANKHD1 G3BP2 CAMSAP2 CHUK UBE2K PLEKHH2 FBXO25 NUAK1 TTC39B MAML2 ZIC4 CCNT2 TXLNG ZNF461 CAMK2G ZNF652 ZNF716 SLC16A6 HEXIM1 DPP10 NPY5R CELF2 AHCTF1 CXCL12 PLAAT5 C2orf69 CCNH ZNF655 ZBTB44 NKAIN2 CDH1 SLC4A4 SATB2 NSD2 GIMAP7 INTS6 IGSF10 ZNF737 NUP50 TRIM14 NOL4 ABHD18 ZBTB18 ZNF839 ATXN1 ELF4 KLHL28 PRTG RAD21 CHSY3 NEK7 RRAS2 PAK6 FRAT2 OSBPL8 PLCXD3 PKNOX1 B4GAT1 BORA MYH1 RPRD2 PRKCE TMPO NRK SYT4 SCG5 ZNF493 TMEM33 COL11A2 ZBTB43 MRC1 ARHGAP20 CNKSR2 RAP1A SEMA4B CNOT6L PTEN ASAH2B STARD3NL GRK5 CCL7 KIAA1109 VKORC1L1 HOXA1 CAPRIN1 NAP1L3 AMBRA1 LPP ZNF107 KLHL7 ZNF420 ZNF30 WEE1 POM121C NUS1 ZBTB2 SNX5 SDHD BNIP2 TRPM7 PCDH18 TMEM263 CLCN3 EXOC3L4 ZFHX4 HS3ST3A1 TLK1 UHMK1 PKDCC SESN3 ZNF99 ADGRL2 ATXN7L3B PAK2 CNOT4 SIPA1L1 DENND4A GSK3B CARD8 TMEM131L ADGRG2 CLDN12 NDUFA2 ADCY1 CCDC71L HMGB2 RPL31 ESRRG LIPH PRR14L MAP3K5 COL4A1 GPR22 ATP6V1E1 POU2F1 GNRHR DTNA ATXN7 DNAJC6 TOP2B KLF3 MAPRE1 TMEM68 STAT5B ALDH1A2 HOXD10 ADAMTS6 PRPH2 TGIF1 TJP1 FGF2 THAP12 VEPH1 GAS2L3 ELOVL2 EPAS1 TNFAIP6 SLC6A14 NEK6 DENND1B ZDBF2 FZD5 CCM2 NGLY1 FREM1 ZNF506 TRHDE SLC38A1 EPHB2 CTCF SEC23IP MET RXFP1 CALCR TNPO1 LYPLA1 TTC7B SMIM9 ZCCHC2 HNF4G USP53 BICD2 ZNF793 PKIA SSBP2 MBOAT7 WDR37 ZNF626 TENT5A BRWD1 MAP3K20 CEP350 MTCL1 VGLL3 CUL3 LRAT ERBB4 ZNF468 NCOA6 SHROOM2 TMEM135 ANO4 ZNF90 FUT4 RALYL SPHKAP SPOCK1 TRIL INPP5A ZMYM2 IL6R SENP6 GAP43 BNIP3L PCDH19 FRMD5 PTPRB RCOR1 ZC3H12C STON2 SPOPL FASTKD3 ZNF730 JMJD1C NDFIP2 SRPK1 RNF150 CNTLN QSER1 CDS2 WBP4 DCBLD2 SH3BGR GNG2 MBTD1 CAMTA1 STX12 DIPK2A FZD3 NKX2-1 RGS8 PPP4R3B UBE2O LPGAT1 FGD4 TRIM63 PNMA2 BACH2 MICU3 RAB11FIP2 PPIF PAX9 REPS2 AUTS2 ZIC5 NEFL RBM25 PCMT1 MINDY2 TUSC2 RUFY2 LGR4 SEC24A C15orf32 RBPMS2 SERINC1 ATP11B TBC1D12 IPMK TOP1 NSRP1 HDAC7 GGNBP2 GPSM1 ANKRD33B HDX TEX30 CALCRL ZNF469 RAI14 VCPKMT SYNJ1 SLC12A2 VTI1B FYB1 SFT2D1 TOX3 YOD1 ZNF267 MAP4 PPP4R4 MT2A PNRC1 CREBZF UQCRFS1 NEDD4L GJA1 TCP11L1 MIS18A ZBTB34 LRIG1 FOSB ZNF676 GABRG1 HOXB5 MIGA1 RAB39B CPSF4 SOX6 TYMSOS MEX3C RTF1 RETREG3 TMED5 BTAF1 KDM4A MTSS1 LHFPL2 DOK6 RBM47 SEC23A UBE2R2 ZNF395 MARCKSL1 MAP3K1 NIN ZIC1 ZNF680 ISCA2 TMEM38B MED4 SLC1A1 PPARGC1A IL12B IFIT5 NAA16 CCDC186 KCNK5 MED12L MDFIC MEF2A WHAMM C12orf76 TRIB1 RFX3 NAA50 RNF38 EOMES EBF3 ADNP GLP2R ABRAXAS2 SOCS6 RCN1 ST20-MTHFS ORMDL1 UBE2D1 MITF TOX JCAD HAS2 CDK17 NRXN3 SERINC5 INTU PARD6B NIPSNAP2 AGAP1 SLC7A1 SWT1 TAB3 RAB8B KDM5A NFIA PIK3R3 SMS NACC2 PGRMC2 ZEB1 TNRC6B MTHFS CEMIP2 DDX47 ARL8B ARNT2 ATG12 CDC40 NLK PPM1K RPP30 MAB21L2 MIA2 ZNF257 MARCKS STRN PTPN4 NLGN4Y CSE1L STT3B CAB39 MPP5 MAGOHB CBLN1 ACSL6 FBN2 TCF24 TBC1D15 CCDC158 NUFIP2 ELOVL3 NAP1L5 POU4F2 HTR2A CACUL1 STK4 WNK1 RNF168 ZNF189 PNRC2 STRN4 WBP2 NUAK2 AGPAT4 CBFA2T3 TMEM245 ASXL3 SPSB4 ATRN KPNA4 MEIS1 TNRC6A ZNF721 DOCK3 PLXNC1 ZNF195 SOWAHC ZNF208 COG3 MYCT1 GET1-SH3BGR MIR23C http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR23C IPO5 SIX4 TMEM170A MCM4 CHST7 SNRPG UBN2 TTC23 PDE4B SLC38A2 PDPK1 GPRC5B ERBIN SATB1 ATP11C CA2 PRRG1 NDUFA5 TNFAIP3 ASF1A WNK3 TMOD2 TNRC6C MCFD2 COL4A5 LPAR1 FAS ROBO1 B4GALT4 TSNAX CGGBP1 IGSF8 APAF1 ANKRD50 GLCE AP1S2 TBR1 ROBO2 SEC14L1 ZNF287 CLEC1A TGFBR2 ZNF117 SAFB BBX BLCAP GLS C6orf62 ECHDC1 DCUN1D1 XIAP CNN2 ETNK1 AKAP12 MTF1 LAMP1 NCOA1 SEMA6D HS6ST2 BTBD8 SSH2 CSNK1G3 N4BP1 KDM6A AKAP11 ANXA10 ZNRF2 CRISPLD1 ENC1 RBBP6 HSPA12A CASP10 ELAVL4 ENTPD5 CEP63 PDIA6 TXNRD1 CNR1 FAM234B ZNF292 ESRP1 PPP2R5E FOXP2 DHX15 CPEB2 ELF2 FUT9 ZNF138 TNKS2 NTS LYZ ADAM23 RAD51AP1 CBLB NR6A1 MAP4K4 CIPC C3orf52 EPSTI1 FMR1 TET3 SV2B CCNG1 PDE7A SESN2 SLC4A7 PPP1R12A REEP1 RAP2B GXYLT1 POM121 ANKMY2 CBLL1 PRELID2 JARID2 PRDM10 PTGER4 CASP7 VCAN CBFA2T2 PRDM1 KMT5A ZNF765 CCSAP LIN54 ADAM12 MAP7 GTDC1 PLAU MYH2 AUH FAM126B CRLF3 EGR3 PKP4 ZNF559 RORA TMOD1 LMBR1 SCN2A MAK16 GRM5 IPPK LONRF3 NRXN1 FBXO32 ODF2 AKR1C2 GUCY1A2 PIP4K2B BEX5 NCOA2 PITPNC1 ANKHD1 G3BP2 CAMSAP2 CHUK UBE2K PLEKHH2 FBXO25 NUAK1 TTC39B MAML2 ZIC4 CCNT2 TXLNG ZNF461 CAMK2G ZNF652 ZNF716 SLC16A6 HEXIM1 DPP10 NPY5R CELF2 AHCTF1 CXCL12 PLAAT5 C2orf69 CCNH ZNF655 ZBTB44 NKAIN2 CDH1 SLC4A4 SATB2 NSD2 GIMAP7 INTS6 IGSF10 ZNF737 NUP50 TRIM14 NOL4 ABHD18 ZBTB18 ZNF839 ATXN1 ELF4 KLHL28 PRTG RAD21 CHSY3 NEK7 RRAS2 PAK6 FRAT2 OSBPL8 PLCXD3 PKNOX1 B4GAT1 BORA MYH1 RPRD2 PRKCE TMPO NRK SYT4 SCG5 ZNF493 TMEM33 COL11A2 ZBTB43 MRC1 ARHGAP20 CNKSR2 RAP1A SEMA4B CNOT6L PTEN ASAH2B STARD3NL GRK5 CCL7 KIAA1109 VKORC1L1 HOXA1 CAPRIN1 NAP1L3 AMBRA1 LPP ZNF107 KLHL7 ZNF420 ZNF30 WEE1 POM121C NUS1 ZBTB2 SNX5 SEH1L SDHD BNIP2 TRPM7 PCDH18 TMEM263 CLCN3 EXOC3L4 ZFHX4 HS3ST3A1 TLK1 UHMK1 PKDCC SESN3 ZNF99 ADGRL2 ATXN7L3B PAK2 CNOT4 SIPA1L1 DENND4A GSK3B CARD8 TMEM131L ADGRG2 CLDN12 NDUFA2 ADCY1 CCDC71L HMGB2 RPL31 ESRRG LIPH PRR14L MAP3K5 COL4A1 GPR22 ATP6V1E1 POU2F1 GNRHR DTNA ATXN7 DNAJC6 TOP2B KLF3 MAPRE1 TMEM68 STAT5B ALDH1A2 HOXD10 ADAMTS6 PRPH2 TGIF1 TJP1 FGF2 THAP12 VEPH1 GAS2L3 ELOVL2 EPAS1 TNFAIP6 SLC6A14 NEK6 DENND1B ZDBF2 FZD5 CCM2 NGLY1 FREM1 ZNF506 TRHDE SLC38A1 EPHB2 CTCF SEC23IP MET RXFP1 CALCR TNPO1 LYPLA1 TTC7B SMIM9 ZCCHC2 HNF4G USP53 BICD2 ZNF793 PKIA SSBP2 MBOAT7 WDR37 ZNF626 TENT5A BRWD1 MAP3K20 CEP350 MTCL1 VGLL3 CUL3 LRAT ERBB4 ZNF468 NCOA6 SHROOM2 TMEM135 ANO4 ZNF90 FUT4 RALYL SPHKAP SPOCK1 TRIL INPP5A ZMYM2 IL6R SENP6 GAP43 BNIP3L PCDH19 FRMD5 PTPRB RCOR1 ZC3H12C STON2 SPOPL FASTKD3 ZNF730 JMJD1C NDFIP2 SRPK1 RNF150 CNTLN QSER1 CDS2 WBP4 DCBLD2 SH3BGR GNG2 MBTD1 CAMTA1 STX12 DIPK2A FZD3 NKX2-1 RGS8 PPP4R3B UBE2O LPGAT1 FGD4 TRIM63 PNMA2 BACH2 MICU3 RAB11FIP2 PPIF PAX9 REPS2 AUTS2 ZIC5 NEFL RBM25 PCMT1 MINDY2 TUSC2 RUFY2 LGR4 SEC24A C15orf32 RBPMS2 SERINC1 ATP11B TBC1D12 IPMK TOP1 NSRP1 HDAC7 GGNBP2 ANKRD33B HDX TEX30 CALCRL ZNF469 RAI14 VCPKMT SYNJ1 SLC12A2 VTI1B FYB1 SFT2D1 TOX3 YOD1 ZNF267 MAP4 PPP4R4 MT2A PNRC1 CREBZF UQCRFS1 NEDD4L GJA1 TCP11L1 MIS18A ZBTB34 LRIG1 FOSB ZNF676 GABRG1 HOXB5 MIGA1 RAB39B SOX6 TYMSOS MEX3C RTF1 RETREG3 TMED5 BTAF1 KDM4A MTSS1 LHFPL2 DOK6 RBM47 SEC23A UBE2R2 ZNF395 MARCKSL1 MAP3K1 NIN ZIC1 ZNF680 ISCA2 TMEM38B MED4 SLC1A1 PPARGC1A IL12B IFIT5 NAA16 CCDC186 KCNK5 MED12L MDFIC MEF2A WHAMM C12orf76 TRIB1 RFX3 NAA50 RNF38 EOMES EBF3 ADNP GLP2R ABRAXAS2 SOCS6 RCN1 ST20-MTHFS ORMDL1 UBE2D1 MITF TOX JCAD HAS2 CDK17 NRXN3 SERINC5 INTU PARD6B NIPSNAP2 AGAP1 SLC7A1 SWT1 TAB3 RAB8B KDM5A NFIA PIK3R3 SMS NACC2 PGRMC2 ZEB1 TNRC6B MTHFS CEMIP2 DDX47 ARL8B ARNT2 ATG12 CDC40 NLK PPM1K RPP30 MAB21L2 MIA2 ZNF257 MARCKS STRN PTPN4 NLGN4X NLGN4Y CSE1L STT3B CAB39 MPP5 MAGOHB CBLN1 ACSL6 FBN2 TCF24 TBC1D15 CCDC158 NUFIP2 ELOVL3 NAP1L5 POU4F2 HTR2A CACUL1 STK4 WNK1 RNF168 ZNF189 PNRC2 STRN4 WBP2 NUAK2 AGPAT4 CBFA2T3 TMEM245 ASXL3 SPSB4 ATRN KPNA4 MEIS1 TNRC6A ZNF721 DOCK3 PLXNC1 CPSF4 ZNF195 SOWAHC ZNF208 COG3 MYCT1 GET1-SH3BGR MIR6809_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6809_3P CD84 ESRRG MBOAT2 BTBD1 BAG5 PRDM16 CREB5 PCDHA2 CRH CTCFL SELENOI MDM2 TAF1B SYNPO2 SLC8A3 HAND1 DLG3 AGPAT3 MAGEA4 PALM2AKAP2 RGS5 B3GALNT2 MBNL3 NEDD4L MCFD2 MID1 TMEM178B SPATA13 MTMR1 SIK3 ATG5 DGKH PHC3 KCNRG ZNF746 CUL3 HOXB4 KALRN GCNT1 ABLIM1 CCDC14 PURB PMEPA1 KLF12 ATF3 VANGL1 ZNF117 SRR ZMYND8 KNL1 TFDP2 SAMD5 HPSE2 DEUP1 XIAP BHLHB9 SLFN13 ST6GALNAC5 GRIP1 GREM2 RHOA COX10 BCOR PPP1R9A ZNF326 SLCO1B3 ZBTB20 RBMS1 TENM1 PTPRS TCERG1 ENC1 SMAD5 ZNF808 GIPC2 ZNF761 CNOT2 IL17RD RIT1 CNR1 ESRP1 TBL1XR1 EIF1AY ZNF138 PSMB1 UTRN ATG4C ACVR1C CADM2 LYRM2 ZNF426 SLK ERG IKZF2 TET3 YPEL2 C14orf132 VDAC3 PAPPA DCT REEP1 PDLIM5 DPY19L2 GXYLT1 XRCC4 GPR3 PTGER4 NTRK2 ZKSCAN1 ZNF765 SETBP1 ARHGAP6 MTX3 AXIN2 DAZAP1 DTNB MAP7 THRAP3 ZNF559-ZNF177 PCDHA12 MYT1 TBL1X ITGB6 KIAA1586 HPCAL4 B3GLCT CUL4B OSBPL3 EGR3 ZNF567 CPM ZNF514 SNX14 ARID5B ZNF559 PDE4D RCBTB2 DET1 DSCAM TMEM14C ZNF440 CFLAR FBXO32 RB1CC1 MAGEA12 LSM3 GUCY1A2 PHF1 USP47 SEC11C DCUN1D5 KIF2C FRMD7 NAV2 HMGB3 LARP4 CDON PHYHIPL SARM1 TNRC6B IDE ARFGEF3 MEIS2 PDE5A BCL11A ZNF716 ZNF594 HEXIM1 GAREM1 GORAB GSK3B FYB2 PCDHAC2 ZMAT1 RPS6KA6 SMC1B PTER ZNF737 BLOC1S6 LCTL POU2F2 DDX6 FAM53B PCSK2 KRIT1 SMIM10L1 TSC22D2 PTCD2 DCLRE1C TREML4 ZBTB1 PACRGL PRTG STXBP3 TRIM71 ABCC9 AFDN IGF2BP2 SLA SERTAD2 SP3 TLE1 RNF6 LTN1 PI4K2B TRIM6 CASK SPTSSB ARHGAP24 NLN RNF169 RAB3B JADE2 FOXN2 PCDHA10 ZNF493 RBMS3 ZNF268 COL11A2 PEX5L ZMYM4 FMO5 GRHL2 NFATC2 LSAMP CNOT6L DDX4 PTBP1 HS6ST3 MAF KDM7A CREG1 SEPTIN7 DPH3 CHRM2 ZNF385D LPP TMEM199 ZNF107 RNF217 ERC1 ZFAND3 ZNF704 TMEM254 SOBP ZBTB2 EPS8 FBXO11 MEF2A SPARC CHML CCDC50 ZNF175 FAT3 MEFV VSTM2A ZNF99 PAK2 HIC2 ZNF705A ZNF460 SLC36A4 FAM222A DNMT3A TDP2 PCDHA5 ALKBH8 CASC3 SLC10A1 CPEB4 ANO3 MBLAC2 EP400 USP37 C22orf46 ATP8A1 SLC35F3 SLC25A24 SH3KBP1 DPY19L4 BMP2 KPNA6 ADAMTS6 ZNF124 ZNF543 DIP2C MYRIP GAS2L3 MESD ZNF302 EPAS1 LRP8 FAM110B CACNG2 FABP7 PCDHA9 VTCN1 FGD6 SLC38A1 KIF5B TOB2 ADIPOR2 SGCD NOVA1 TRIO EVC LRRC1 KLHL5 DCAF5 TMEM87A MPP6 ZNF718 NHLRC2 MSI2 TMEM35A CERT1 NLRC3 MCU DCX UNC5D ZNF682 ADAMTS5 RAB27B PIP5K1B ADAM10 LDB2 PCDHA8 ZNF106 STXBP6 NUDT3 SLC9A6 VGLL3 ERBB4 ZNF468 KMT2C HOXC8 PAPSS2 MERTK AMIGO1 FZD10 FAM120A ZNF90 PPP1R42 NFXL1 DNAJC27 INPP5A PCDHA3 STOX2 PTPRB NPEPPS STON2 BDP1 FFAR4 ZNF730 PPP2R2A RPIA SLC25A17 FAM78A WASHC4 TACC1 CDKN2AIP GRP ACP7 PCDHA6 NTN4 AIMP1 RASAL2 MICAL3 HAO1 PPP4R3A BST1 STUM CEP85L PLAGL2 BNC2 NCKAP5 SETDB2 NIPBL WDR33 MFSD4B KLHL29 DOCK10 FOXI1 GML LRRC7 TBCEL MINDY2 DRAM2 PLXNA4 AMD1 GAD1 PAM EDIL3 SNX18 PCDHA13 CDKL2 UBE2QL1 ZFP36L1 GRIK2 CDCP1 SNX1 ADAM7 C9orf62 KIAA0100 TWIST1 CDK6 GREB1 TMTC1 ZNF844 CCSER1 PRR27 YTHDF2 ZDHHC3 MS4A2 FBXL17 STAP1 FZD3 CCDC43 CDR2L ACSM2B CALHM5 GPR158 ZNF676 MEX3A PYURF ALDOB RTF1 SLC39A8 EHD4 ELAC1 SNX27 STX16 ASH1L ZNF763 STRBP PCDHA11 ANGPTL3 CHMP1B ANPEP FBXO47 CLEC16A SLC1A1 CTNNA1 DNTT AATK ZNF479 HNRNPU RDH12 HDGFL3 PCDHA7 PCDHAC1 TMEM170B ZNF705D CCDC186 GPATCH2L GALNT15 LCORL ZNF705E ENTPD4 PPP6R3 COPG2 PCDHA1 PKDREJ SLC5A12 TDG ZCCHC7 MEX3B SH3PXD2A THBS1 SPTSSA ALDH2 EPHA8 ONECUT2 ZFP90 PIN4 ZC3HAV1 SOCS7 RAD51B MAP6D1 SETD9 EPHA7 SLC7A14 RAPH1 TAB3 MEGF10 QRFPR PPP1R1C ORAI1 ZNF28 RSBN1 ZNF813 PHLDA1 PFKFB2 ENPEP KMT2A SEMA3C AAK1 IKZF1 NIPSNAP3B KLHL18 BHLHE40 RBM20 PYGO1 KCNQ3 INO80D ZNF701 MGP OARD1 SEMA6D HIVEP2 FAM81A RPS10-NUDT3 FOXN3 IFI44L RALYL CMTM6 ZNF257 TBC1D23 LOX ZNF439 MAGI3 GPRIN3 ZNF655 TRIM8 ZNF578 ZFP1 TTC14 TRPC5 SLAIN2 PDGFRA PCDHA4 PAWR ZNF189 CDK12 PDZRN4 WBP2 SCAI FANCM ZNF136 ARRDC4 RCN2 ADARB2 ZNF721 HTR5A SHISA6 PAK1 ZNF195 USP12 MFSD8 FANCL KMT5B ZNF208 ITPKB CCDC141 NEK9 TET1 PURA MYCT1 MIR559 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR559 GUCY1B1 ADAM22 SIX4 TCF12 BTBD3 CHST7 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 WNK3 GPD2 DNAJB4 THEMIS NDC1 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 RHOT1 PRPF40A NAT1 A1CF ARL13B MAGT1 ZNF273 HDAC9 MST1L BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 SECISBP2L CCDC117 METTL8 GPATCH11 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 ZBTB10 SOX30 MIER3 FOXG1 RAD54B DNAJB14 DYNC1I2 TMEFF2 FUT9 ATXN2 ATP11A PRPF39 LNPK PPARG CCNY MAP4K4 WDR47 IKZF2 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 GPSM2 CLCN4 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 FAM111A GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 MARCHF1 SLC9A6 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ATP1B4 ABI3BP PGAM1 ANKRD26 ANKH ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 IRAK1BP1 EEA1 SRSF6 SLCO5A1 CLIP4 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A DCUN1D5 CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 PROX1 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MFSD9 NETO1 MBIP PPP5C TMEM255A SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 CUL4A PRKAG2 REV3L SUMF1 DTWD2 UQCRB DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 DUT GPR155 NUMB MBNL2 LPP CYP3A7 RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L TPBG CAPN2 THSD7A PTPRG ASB3 CCDC50 RASGRP1 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GPD1L GATM MDFIC MAML1 ADGRB3 CBWD5 SYT14 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB IRS1 POU2F1 CCDC179 GRM7 RRP15 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 KIF24 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 C1QTNF3 ANGEL2 DENND1B FZD5 TBCA COQ6 MCMDC2 BTG2 CCNB1 PDCD5 GCC2 PIWIL3 CEP57L1 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS TENT5A MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 WWP1 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 SRI HOMER1 SPOPL ZEB2 WAPL GULP1 NDFIP2 SPDYE1 PRKG1 ACAT2 ACSL3 MMD CD99 STYX PRKAA2 FZD3 SRP9 ECPAS KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 IVNS1ABP GFPT1 RAP1A MZT1 ZFAND5 MCF2L2 G3BP1 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 UHMK1 LATS1 BCL11B CNTROB PAPOLG SFT2D1 ACBD3 FIGN LANCL1 BEND7 KATNBL1 NUP160 TRAM1L1 PTP4A1 GASK1A FRMD5 ATXN7L1 MIGA1 ARSJ TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 MED4 PAQR9 MTFR1 SLC24A3 RFX7 CPNE4 CLVS2 ACADL ZC3HAV1L KCNJ3 SPTBN1 CCP110 GALNT15 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 UBE4A NTF3 ONECUT2 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SLC7A1 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 SYT11 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 CSTF2T HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TBC1D4 TRA2B TMEM167B SCML2 SDHB ADAMTSL5 TRPC5 COL11A1 NUFIP2 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 SFMBT1 MIR3121_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3121_3P AGFG1 MBOAT2 BTBD1 MBTPS2 PRDM16 CREB5 GRM1 SIKE1 SSX2IP SLCO1A2 FZD6 PRRC1 FERMT2 ZNF365 RINT1 SLC16A9 TMCC2 SATB1 RBM24 NEDD4L EGLN1 RAB27A TMOD2 SLC30A7 DPP10 BIRC6 BDNF PROM1 DGKH CACNA1C TSHZ2 FAS RSKR ASAP2 TMEM267 CD109 SGCZ PRPF40A PCMTD1 CHD9 GALK2 REV1 RNF103-CHMP3 DROSHA MCMBP A4GNT SRPX DCUN1D1 PTBP2 GEM KAT2B FBXL3 EPHA3 EDNRB PTGER3 RAB43 HELZ2 IGHMBP2 IPO7 AKAP11 SCAF4 ENC1 ST6GALNAC3 FRS2 MALRD1 TMX3 DVL2 ZBTB10 SAMD4A ITPRIPL2 PHF8 TBPL1 LIF ELP1 IL1RAP TIMM17A DDX5 ACVR1B KIF1A DHX15 IFT81 CPEB2 CSF1 FAM131A CCNY TVP23B THAP11 DYRK1B CDKN1C CYTH3 COLCA1 TBCCD1 MOB1A SUZ12 CEP97 CD274 ITGA7 SCN3A SPDYE3 TPST2 SPDYE6 KCNAB1 FAM160B1 RAP2B TUBE1 OVOL1 SRSF10 RHOQ RIMKLB MXD1 CYBRD1 ACSBG1 VCAN NTRK2 PRDM1 EFHC2 VAMP7 MTX3 GABPB1 SLC35D1 MAP7D1 HIF1A SULT4A1 TRAPPC11 TBL1X UGT1A6 COG6 FAM126B KCNMB2 AIDA FAM72A CSRNP2 GNA11 OSBPL3 ARHGAP5 VSTM4 SS18L1 CKAP2 EEA1 RAB5A UNC79 EOGT CBFB BPTF IL24 PPFIBP1 USP25 CAMSAP2 DHPS LARP4 AGRN IL17A MAML2 PDGFC ATP2A2 NT5DC3 CCK JUNB TPGS2 SIVA1 NAV2 ABL2 MAPK9 SLC23A2 GSKIP GPALPP1 MTMR11 CNOT7 FKBP7 GPC3 GABRA4 HSPH1 ZFYVE28 SATB2 RSPO2 LDLR EPC2 ST3GAL5 LRCH4 ATXN1 ACTR3 ZBTB1 PRTG ZNF680 TBC1D9 SPART PLEKHG1 ABCC9 EIF5A2 CDKN2D COL25A1 ACVR2A POU3F2 RADIL FAM122C ZNF850 BRPF3 AFG1L CSF3 EHF MPZL1 SKP2 CAGE1 H1-8 SPPL3 CHD6 GLRB IKZF2 CD164 IQCB1 PHACTR2 CYTH1 KCNB1 SUCO RNF19A SDC2 MON2 PDE3A LSAMP FAM8A1 MITF TBX4 FBXO8 CNOT6L ITGA3 FAM72C MAFB MLLT3 PAQR5 KANSL1 MEIOSIN KDM7A NRARP PDE2A NUF2 JAM3 ZNF641 UMPS RBP4 SMURF1 LPP ATL2 IFNG KLHL7 TOM1L1 TWF1 BNC1 ARL1 PKN2 ZNF709 JKAMP SEC22C MAP2 RUNX2 PIK3CA SGK3 TMEM53 KIF21A EXPH5 COX8A ANKRD42 ITCH RARG ELL CETN3 CUX1 UGT1A9 RXRA HS3ST5 SESN3 SEPHS1 RBM18 SIN3B HIC2 ZNF396 COQ10B RNASEK ZNF705A DUSP19 PPM1B FRS3 TNF DNAJB14 CXorf38 ATL3 FNBP1L EAF1 CAMK1 GIGYF2 SMURF2 TTC9 ZNF600 SLC2A13 GNRHR SEC63 ATXN7 SGCB COLGALT2 CPNE8 ZNF334 ABCB7 WNT1 SKI DIXDC1 CDC42SE2 COL12A1 ALDH1A2 WDFY3 ZNF362 DEPDC1 TMEM241 PIBF1 MTHFD2L PHF20 EGR1 CCNE2 AVIL SP7 SKIL MECOM DNMT3B C8orf34 GCFC2 SLC30A8 LRP12 NXT1 PDS5A ZC2HC1A KIF5B PLPPR4 RANBP6 RPTOR STIM2 DTD2 GNAQ SLC17A6 NEDD1 ATP13A3 SDE2 SLC35G1 EPC1 UGT1A10 SGK1 LYPLA1 ANKRD12 ARL5B GABRB2 DCAF5 ZNF454 PTF1A MSI2 RGPD4 USP9X ZNF793 KRTAP19-3 IFFO2 IFNA1 LDB2 F3 MBNL3 DAAM1 PELI1 ZNF529 WWP1 ZNF597 MOSPD1 LRAT PABPC5 KMT2C PAPSS2 SMAD2 MSX1 TAOK1 PARP9 SPHKAP MECP2 PDE1A TRIL ARID3A AZI2 PCF11 SLC25A11 CCL20 CREBL2 DESI1 TCIM SYP OSTF1 COL2A1 ZEB2 GLIPR1L2 LZTS1 GNB4 SPDYE1 IFRD1 CDKN2AIP TESK2 TRIB2 INTS6 HYOU1 ARL15 HNRNPA2B1 LRATD2 SRGAP2 PPP3CC PLEKHA6 TNFSF9 B4GALT3 NAA16 SLC30A1 LGALSL SLC39A1 ASB5 FAM72D TMEM163 RCAN2 CEP85L TPRG1L FAM72B SYNPR ENTPD7 FBXO28 NCKAP5 MAP1A COX11 DMXL2 LRCH2 NAIP MPPED2 ELMOD2 WWTR1 TOX2 ZNF804A RAP1GAP ADAMTS4 CDC73 FEZF2 KLHL42 AKNA MORC3 PPP2R5B XPR1 CCDC88C ATP11B G3BP1 ABT1 LHX6 ANO5 ZFAND1 PHF12 TXNDC8 TWIST1 AK9 SENP2 NSMAF B3GALT2 BEND4 TMTC1 RASGRP3 DPH6 ADM LATS1 SLC37A4 UNC5C CSRNP3 EBF2 DNAJB12 KIAA1328 DAAM2 SNAPC1 PHF14 IRS2 SULT1E1 PIAS3 PUM3 YIPF6 MET ELAVL1 KATNBL1 KCNK1 ELAVL3 CHMP3 DRD1 CEMIP CALHM5 ATXN7L1 SEMA3F MEX3A SOX6 ZFPM2 ALDOB SDC4 STAM2 IL2 ARSJ LEPROTL1 GABPA CREBRF EVC2 H2AZ2 FURIN IGFBP5 UTP14A FMNL2 TRPC1 C12orf75 ALG10B EML2 BOLA3 ABHD13 PGF NEUROD1 TPH1 APPL2 CBX7 USF3 VGLL3 AHCTF1 HSPA5 SHH ASPH IL10 ZNF705D NAPB FZD2 TMEM39A ZBTB20 MPHOSPH9 ZNF705E MAP2K4 GOLGA4 POU3F1 NALCN CD24 HOOK3 ISY1-RAB43 SPTSSA FAM71F1 ERLIN2 KHDRBS2 UBE2D1 JCAD FREM1 CDR2 ANKIB1 TXNDC15 SPDYA BAZ2B P2RY13 SLC7A1 DIMT1 RAPH1 PGBD5 DNMT3A SYNE3 EPHA7 ARHGAP17 PICALM SLC25A17 CCNJL GPATCH1 PANK4 C2CD2L TRPM8 PDE6D C1orf146 NR3C1 ARMT1 EPHA4 NR2C1 WIPF1 CDK19 ATP8B1 FAM102B SEMA3C DSC2 CD200R1 DYNLRB2 FEM1B TMEM259 ROBO1 ZNF85 AMPH ZNF519 CRHBP KCNH7 ANKRD52 PIGN SIPA1L3 PAFAH2 GK5 NUP188 IP6K3 ABTB2 MAPK6 TVP23C KCTD9 EFCAB14 AKAP10 TRIP13 JAZF1 SPDYE5 PTS TNK2 PAK4 NDUFB4 POMGNT1 TNFRSF11B APOO PRR12 GSE1 DENND5A UNC119B CACNA2D2 VWC2 CD44 NEUROG2 ZMAT3 MAP3K10 SCYL1 ABCA13 PRICKLE1 AJAP1 SMIM13 STRN4 CLDN8 ZBTB11 ZSWIM4 LYRM7 IL9 ASB7 NUP58 LMO7DN RET TCF21 TNRC6A CASK TBC1D2B SCRT2 LRRC4 IL22RA2 RYBP PLXNC1 MEIOC TYRP1 GPR37 MIR1297 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1297 PIAS2 ATM MTTP ARPC3 SSX2IP ZNF148 UBN2 SYNPO2 SNX20 GMDS SLC38A2 PFDN4 RIPPLY3 TENT2 NEK1 HMGA1 RBM24 NID1 ATP11C KLF4 SULF1 WNK3 PFKFB3 TNRC6C ADAM19 SLC24A4 DGKH DNAL1 CACNA1C RAB5IF LOXL2 AKIRIN1 ZDHHC18 B4GALT4 UBE2E2 SEPTIN10 BOD1 ANKRD28 DDX17 ATF2 STRADB TGIF2-RAB5IF BBX PTBP3 MTDH FRMD4B ETNK1 PPP2R3C CPSF2 TBC1D15 JAG1 SFXN1 PSD3 LSM12 TMC7 NAB1 SERBP1 SEMA6D SH3D19 SSH2 CMTM4 REST IPO7 MYH10 PARP14 CDC37L1 RGS4 ICE1 FAM149A MRAS ADRA1A PTPRD PALM2AKAP2 PPP1R3D MIER3 UBE2H ARPP19 SALL3 AMOT FUT9 CNR1 ADAM23 THAP5 CHAC1 ACVR1C ABCC4 OVOL2 HOXC4 CIPC TET3 TNNT1 NABP1 EIF4G2 TRDMT1 CREB1 TAF2 ERC2 ZNF608 GRHL3 CARF ZNF236 FGD1 C16orf70 CAPZA1 POM121 CBLL1 RHOQ CTH ITPRID2 PIM1 HOXC9 DLG5 PLCB1 HEPHL1 MTX2 HDAC9 ACBD5 MAP7 THUMPD3 C2CD5 METAP2 PLOD2 STXBP5 TRIM65 MICAL3 OSBPL11 PLP1 ESR1 RAP2C IARS1 OSBPL2 NCEH1 CTTNBP2NL TAF9B SLC25A16 FPGT EYA3 SRSF6 PHF20L1 PHF3 EDEM3 YTHDF3 ZNF410 CXXC4 CDK13 PITPNC1 COL22A1 KAZN G3BP2 GRSF1 USP25 CAMSAP2 LTBP1 MXI1 LMLN SLC19A2 TNRC6B NFE2L3 BLOC1S2 ART3 ZNF652 SLC16A6 IL18R1 SRCAP TJP2 ANKS1B CELF2 RNF141 TM2D3 ABL2 LARP4B CDH11 GPALPP1 DCLK1 RCBTB1 GSK3B MINPP1 CDK2AP1 NPR3 CREBBP KCTD18 GABRA4 ZBTB44 RPS6KA6 FAM172A SLC4A4 CTSV NSD2 UBA5 WDR20 CPPED1 NUP50 GNA13 VPS13C ABHD18 BID ZBTB18 DUSP5 GTF2A1 EPC2 CHFR CDK8 NIPAL2 FCAR PPP1R15B SLC25A36 POLR3G PLEKHG1 PCDH9 CHIC1 SRP19 RBM46 RNF6 AKAP7 FRAT2 MDN1 SLC33A1 YAF2 BCL7B DCUN1D3 EIF5 SKP2 CPED1 ERLIN1 RLF FAM136A RHD SNN LSM2 PHLDB2 CCNJ NHS TRPC3 CHSY1 ACADM MSMO1 EXOC8 FAM8A1 PTEN ZNF44 NT5C1B-RDH14 SV2C CDH20 MLLT3 CXADR CHD1 ANKS1A ZNF12 ATAD1 ANKRD63 NAA15 ZNF235 CACNB2 PJA2 TWF1 KCNQ4 POM121C ZNF710 NUS1 ENOSF1 PRKCD PURG BMPR1B MAP2 FBXO11 SLC45A4 DDX52 SLC35E4 FGF18 BARD1 USP6 UBE2G1 TMEM248 PCDH18 COL10A1 TP53INP1 ZFHX4 FAM160A1 NAMPT ATPAF1 TMEM184B IQCJ ZNF516 PAK2 CNOT4 BTG1 SLC36A4 RCN2 VDAC1 EAF1 ULK1 ZDHHC20 SLC2A13 CBLB TMEM106B EP400 USP37 FAM227A SF3A1 EPB41L3 SACS ZDHHC6 HSPA8 RESF1 GMFB TMEM68 SMAD1 PPP4R1 TBC1D4 FLVCR1 ADAM9 KPNA6 MAP3K9 ADAMTS6 ZNF708 RSPRY1 DEPDC1 PRKCQ G2E3 PGM2 KPNA2 DENND1B PALM3 CDH4 ARMCX2 B3GNT5 DNMT3B DCDC2 ALDH5A1 EDRF1 EZH2 ZNF430 AGPAT5 FKTN GRB10 DTD2 SHANK2 USP3 COL19A1 LEF1 EPC1 TNPO1 PEX13 ARL5B VGLL4 GABRB2 CHORDC1 SLC2A14 MPP6 ADGRG7 USP53 USP9X TRANK1 NXPE3 UBE2J1 HOXD13 ADAMTS17 KIAA1549L BRWD1 MCL1 SLC22A23 CEP350 PRR5L SCAMP1 INTS2 EPHA5 ARPP21 MTM1 COMMD8 TMEM135 PPP3CB TMEM86A TAOK1 C18orf25 COL12A1 ADAM17 RALYL MAB21L1 CTNND2 PCNX1 PHF6 SLC2A3 INHBB MARK1 HGF MFSD14A CAMSAP1 LIMS1 PRLR SENP5 RCOR1 DOCK4 REEP3 ARFGEF1 MTFMT ZFC3H1 TRIB2 ITGB8 ARHGAP21 PELI2 ACSL3 TMCC1 BAG4 DNAAF6 DFFB MKNK2 STYX FAM98A TMEM265 ITGA6 COL1A2 TANC2 MCUR1 FBXL19 FBXO28 CD200 KCNJ2 MMP16 DYRK1A UBE4B WDR33 REPS2 MAEA GNPNAT1 MAT2A SLC25A20 ZIC5 LIN28B CEBPG SAMD8 RUFY2 PARPBP CCND2 TTPAL KLHL42 JARID2 PAN3 SPCS3 MATR3 MAP3K7 CPD IPMK TOP1 RYK GPSM1 ZNF469 CDK6 POLH BEND4 CNTNAP3 ABHD5 GBP1 REEP4 ADM TTPA CASZ1 CDC6 HOXA9 ADAMTS19 PMAIP1 PHF14 EP300 PDE7A SH3RF1 CREBZF LRRC2 DBF4B BOD1L2 ELAVL2 ZCCHC24 NIPA1 PHTF2 RPGR UBE2K ZSWIM6 GALNT10 CTXN3 RTF1 UHRF1BP1 ATXN7 SCN9A ST6GAL2 BFAR KIAA2013 FANCF STRBP ITGA5 VANGL2 GMNC SELP SLC5A1 OTUD4 SLC1A1 THAP2 CLASP2 FA2H CARMIL1 APPL2 DAPK1 ATP1A2 LSM11 UCK2 RFX7 PLEKHH1 WNK2 ZBTB20 BCR ATAD2B CD2AP HOOK3 RCC1L MEX3B SH3PXD2A TOB1 CCDC6 PPP3R1 RAB21 RCN1 TTC28 SFPQ SOCS7 ZNF664 HERC2 SLC9A2 ULK2 E2F7 EREG ACAP2 HTR1B LRRC74B UGT8 NAGPA BTBD7 NEK6 CCDC82 YPEL1 BAZ2B FAM199X EIF2S1 RB1 MAN2A1 PIK3R3 NACC2 PGRMC2 CCNJL CELSR1 PTGS2 BAK1 SLC30A7 CEMIP2 ZNF598 SBNO1 PFKFB2 SUZ12 KLHL18 HAS3 BHLHE40 RBM20 ARL6IP6 SLC7A11 NLK TTC13 NT5DC1 TMEM64 NATD1 PYGO1 ANKRD52 LNX2 CNTNAP3B RDH14 TMEM260 MAPK6 BBS7 CCDC28A MIER1 UBR3 TFAP2A SPDYE5 ASPN PEDS1 NUDT11 GPR52 RFX3 SRGAP1 SFT2D3 PHF21A FRZB CREBRF TMEM132C PAWR NAP1L5 APCDD1 PDHX WNK1 MFHAS1 TBC1D30 NCOA4 GOLGA3 DMRT3 ALS2 UFM1 CRADD TET2 CILP KBTBD8 STK39 MLANA USP15 HOXA5 DMXL1 RHOU SYT10 TNRC6A FBXO42 PECAM1 COL5A1 ZNF462 RFK SOWAHC DNA2 TET1 LARP1 HMGA2 RASSF3 ZNRF3 PAG1 MIR548AR_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AR_3P CREB5 ZSCAN30 ITPRID2 ADAM22 HLF SLC4A10 CHRAC1 ZNF148 ZEB1 C7orf26 DMD PRRC1 FERMT2 C1orf131 PIAS2 ERBIN CCAR1 ZNF281 SLC39A10 WNK3 RUFY2 DDX3X RPS6KB1 MIER3 DGKH PHC3 CSK BEX2 PDK3 CUL3 AMER1 QKI B4GALT6 GCNT1 PURB SGCZ CNTN4 NDUFC2-KCTD14 DSG2 FBXW7 ATF2 PIAS1 MOB1B SULT1C4 TGFBR3 MTDH PTBP3 BOLL PTBP2 ETNK1 SIK1B ZFAND5 WASHC3 MTF1 BZW1 BCOR MSL2 PLPPR1 ZBTB20 REST RGS4 U2SURP CCL28 PAIP1 TMED4 UGT3A1 FNIP2 PCNA XRN2 SPINK7 TXNRD1 THUMPD1 USP38 ARPP19 TBL1XR1 IFT81 DKK3 ZBTB14 CHCHD7 ZNF484 GUCY1A1 AHDC1 RAD51AP1 NEURL3 FAM169A ACVR1C FAM161A JAKMIP3 WDR47 IKZF2 KLF7 SV2B GPR63 HCFC2 IREB2 PIK3CG HACE1 ENPP2 OPRM1 MFAP3L USP33 ARHGAP6 ZFX TRMT10A MTX3 GABPB1 ATRNL1 PTPN12 MAP7 MYO5A MYO1B GTF2IRD2B SRCIN1 PLEKHB2 B3GLCT STXBP5 SLC30A5 ARID4A CDYL ECT2 ZFAND4 VSTM4 SGIP1 RNF38 CDCA7 USP48 TAF9B GEMIN5 PI4KB GCSAML PYCR1 ENTPD1 P3R3URF-PIK3R3 PHF3 MEX3D EDEM3 OTX2 CXXC4 CDK13 RAB31 IQCJ-SCHIP1 UTP23 KAZN KLHL15 LTBP1 CCNYL1 CSDE1 KDELR3 TNRC6B NUAK1 GPAM TTC39B SLCO4C1 SREK1 ATP2A2 TOMM20 PCGF5 KIF2A BCL11A TLNRD1 SERBP1 PIP4K2A DHH UXS1 ZFYVE28 SLC4A4 RAD23A HYPK EIF1 SMAD4 GNS JAKMIP2 GTF2A1 BCLAF1 SPRED1 ATXN1 FLI1 EGFL8 KLHL28 CENPH SLC1A3 SLC25A36 CDCA4 TFRC PMS1 PAPOLA PLCH1 PCLO COMMD3-BMI1 SERTAD2 SP3 NEK7 RPP30 WDTC1 OSBPL8 C3orf70 ZMYND11 MMP2 MAP4 NRK TSTD2 TMEM33 SMNDC1 CAVIN4 GPR85 GTF2IRD2 ADAMTSL3 GFRA1 RNF19A PNISR MCC MSMO1 EIF4E PXYLP1 PTEN GADD45A MAFB ZNF681 MAF ZFHX3 TRAM2 CCDC186 VPS37A SPIRE1 RNF2 SLC6A11 ATF7IP2 LPP PSIP1 SLC44A5 RNF217 CAMTA1 ENOPH1 ZFAND3 ATXN3 CD47 ATL1 TPBG OTUD6B CXCR4 ATRX LCP2 TAB2 TM9SF2 TRPM7 UBE2G1 ZNF713 SLC26A4 TP53INP1 ZFHX4 HS3ST3A1 ITGAV ZNF260 HERC4 ALKBH5 GEMIN2 CALB1 RNF14 ZNF264 SESN3 DYNC1LI2 TSPAN16 PAK2 HNRNPUL2 SEC62 ADGRB3 SARAF ZNF275 TNFSF13B ITPR1 NFAT5 CALM1 RPGRIP1L GPR22 SLC2A13 ALS2 ATXN7 FOXJ3 SLC25A24 FAM120A MICAL2 TOP2B CPNE8 ESYT2 PPM1B NAV3 PPP6R3 RAB22A MYEF2 SNRPD1 CPNE3 TCF20 EZR PGM2L1 RNF19B ZMYND19 ANGEL2 SPIN4 PDE7B PBX2 ZDBF2 ZNF91 SLC39A12 USP31 SKIL PCDH7 TMEM169 RNF207 EHMT1 PIK3R1 C18orf25 DTD2 NINL PGM3 SDE2 COL19A1 TNPO1 EVI5 NNT PEX13 PKNOX1 FLT1 ARL6IP1 NHLRC2 TPR ADAMTS5 RAB27B ADAM10 FJX1 VHL TSPAN2 ZNF106 BRWD1 BTF3 ADIPOQ ST18 COX15 PABPC5 PARP16 TENT4B LEPROT TAOK1 TEAD1 ADPRH NF1 MECP2 FGFR1OP2 PHF6 KANSL1L TRAPPC1 DNAJC27 INHBB GRIA3 PCBP1 ATP11C CNBP CNTN1 DCC ZC3H12C SPOPL C8orf37 WAPL ZNF569 RAPGEF5 WDR89 DENND4C KDM1B NTN4 BBS5 OSM ARHGAP21 NAA16 MTUS2 FOXO3 ZNF658 CEP85L CDC42BPB PPP4R3B MPZL2 VMA21 CTTNBP2 ZYG11B SCML1 TMED7 ELK4 FTHL17 TOP2A NEMF SAMD8 ASB15 SPATA5 WDR17 MINDY2 LINC02801 N4BP2L1 OTULINL IPMK HECTD2 ANKRD33B UBR2 TRMT5 FMC1-LUC7L2 TAF4 CDK6 MAP3K2 PHF20L1 CDC14A HERC1 XPO4 NUDT12 ZNF333 TTPA WASF1 LATS1 ZBTB44 ZPLD1 ZNF229 PCGF3 EBF2 ZNF711 PDE10A IER3IP1 FAM3C SUB1 ELAVL1 HACD3 RGS22 FAM76A FZD3 UGGT1 ZNF280C PNPLA4 GABRG1 TNRC18 ANKRD55 SASS6 RBFOX1 ZFPM2 KCNC1 DIDO1 STAM2 MEX3C TMED5 NR3C2 ABCC2 GUCY1B1 APLF SYNDIG1L TBP TRUB1 PCDH11X TOR1A STRBP GSPT1 APOL6 G3BP2 NIPBL SLC4A5 TP53BP1 GNAO1 ADH5 GNB2 KMT2D ATXN7L1 SLC1A1 MED4 ACKR3 CLASP2 PLAGL1 GPR137B MTPAP TAPT1 C12orf73 MSI1 MPHOSPH9 ZDHHC21 CNTNAP2 VEZT CLU MEF2A MED28 TDG CNOT6L MEX3B RGS3 PIK3CB PPM1D PPP3R1 PATZ1 SOCS6 ONECUT2 APELA BRWD3 FAM149B1 HLTF IKBIP SHPRH C4orf51 GPC4 SERINC5 RAPH1 PIK3R3 CELSR1 SLC22A16 NSD2 RSBN1 CCSER1 VPS13C CDK19 ARL8B CNEP1R1 SH3GL2 SELENOF FGG GKAP1 ZFR BMPR2 AMPH GALNT1 INO80D PIGN EPC1 NEXMIF LRRTM3 ZCCHC10 ZBTB41 FZD4 TMEM236 PHIP PAK4 LUC7L2 RNPS1 TMEM167B CFHR5 FBXO22 VASP B3GAT1 TRPC5 DR1 SIK1 ACYP2 KANSL1 PDS5B SOX9 KLF9 RNF168 DSC2 MMAB FTO PCBP2 ACVR2B BCORL1 CSTF3 CHST14 POU4F1 SCAI TMEM245 ADSS2 TET2 KBTBD8 STK39 ABHD6 ANKRD11 PCBP4 LYRM7 PIKFYVE HTR5A FNDC3A TRAPPC8 SOWAHC GABRB1 HAPLN1 TET1 PAG1 MIR10527_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10527_5P PXK SYBU M6PR EVL C2CD6 UBN2 KERA MEF2C SNX16 OSBP2 MARCHF6 C1RL GABRB3 DNAJB4 PGR EXOG CHL1 MLEC LACTB2 CACNA1C CHRDL1 GRIA2 CMPK1 QKI B4GALT6 TUSC3 GPATCH8 ZIK1 CD109 ANKRD50 PRPF40A WASF1 CNTN4 ROBO2 RCC2 RAB18 LBH CCDC18 TMTC4 ATF2 TCAIM CEP57 SNX3 BBX BOLL BMI1 ZC3H11A OPTN AKAP12 ZNF367 LAMP2 IP6K2 TNIP1 RNPS1 LMO3 MTF1 PPP1R9A SCP2 HAUS2 TBC1D1 CASP8AP2 CSNK1G3 MBD2 CHM AKAP11 CYP7A1 CTBS BCL11B RBM12 SLC6A15 CNTN5 AFF1 ACTL6A TAFA1 DAB2IP ZBTB10 SUPT7L ITPRIPL2 SEC61A1 CEBPZOS ARPP19 TBL1XR1 PUM2 NGDN CCDC88A SLC16A7 GALNT13 ESCO2 CADM2 WDR20 STOML3 TET3 KCNAB1 RO60 CNOT6 SP1 ETV1 KCNT2 PBX3 TRA2A TSPYL5 PRICKLE2 PPIC SH3GL3 PRDM1 KMT5A MFAP3L USP33 ACBD5 APAF1 MS4A7 IGF2R POLR1F GPBP1 FGFR2 MASTL CFAP91 PREPL FAM126B FAM72A STXBP5 TIAL1 COLEC11 KDSR CDH11 SLC38A9 TRDN CCP110 IRF2BPL SGIP1 FOS PAPOLA CTTNBP2NL KCNV1 MKLN1 MBNL1 IPPK SRSF6 DOCK11 CLIP4 RBM27 CXXC4 FGFR1 KSR1 BPTF IQCJ-SCHIP1 PITPNC1 MID1 SNAP25 UBE2K SAMD9L SLC19A2 CSDE1 CEBPA TNRC6B ERAP1 PLS3 SUSD6 PROX1 PDGFC IRF6 FSD1L PKP1 ATP2A2 ZNF652 PCGF5 EPM2AIP1 CELF2 POLR3E IRF2BP2 C2orf69 ZNF143 SRPK2 DGKG DCLK1 CDK2AP1 ERCC6 MAGEF1 ST8SIA3 RPS6KA6 LRRN1 RC3H1 PMP2 ORC1 BLOC1S6 NOL4 VPS13C TAF12 JAKMIP2 GTF2A1 SH3BGRL2 USP24 CHMP2B AEBP2 RABGAP1 CDH12 LONRF1 ZBTB43 TBC1D9 RAB3C EIF1AX ABCC9 COMMD3-BMI1 GLRA2 SRP19 RFX3 MYOCD SLC2A2 GCOM1 SRSF2 LMO7 PMP22 SPTSSB BAMBI PLCXD3 EIF5 BARX2 CAMK4 LRIG2 PHACTR2 FIBIN VAV3 RNF19A NEBL MON2 ACADM CNKSR2 EIF4E TSHZ3 FAM72C MATN3 MAFB SLC6A4 ARL5A SLCO3A1 MAF STRN3 HELZ KDM7A DUT VPS37A PUS1 CDK14 ATG2B ROCK2 FRMD6 ANKRD63 HSPH1 UBP1 PJA2 FBXW8 KCNA5 CA5B MCM6 ZNF326 ZNF704 ATXN3 SHOC2 MAST4 SOBP IFNA16 STK17B ACER3 EPS8 KMT2E SSH2 TCEAL8 PIP4P2 UCMA SDC1 SEMA3E AMER2 SEPTIN11 TMEM248 PCDH18 ZFHX4 UBE3A CUX1 RNGTT RXRA PIAS2 CLEC3A C14orf39 ZNF445 TNF MSRB3 NFAT5 EAF1 PIGA GDAP2 ESRRG PRR14L TOX3 CETN1 RRP15 FAP DTNA OSBPL6 SLC25A24 SMC1A PPM1L RMND5A CPSF6 FAM155A IDS MCL1 NAV1 SH3KBP1 FLVCR1 RAB22A CERS3 STC1 ADAMTS6 WDFY3 HIPK3 DNM3 NRIP1 EZR ABCF2 MIER1 SLC10A7 DCP2 DENND1B MAP2K3 SKIL B3GNT5 LBR ADNP2 MYLK4 LUC7L2 DMRTA2 ETV5 AGPAT5 CTCF ZFP91 SLC17A6 TOR1AIP2 TNPO1 GABRB2 UBE2V1 MCTP2 DSTN NHLRC2 CERT1 PKIA KLF6 SPICE1 ADAM10 PKHD1 MIDEAS TENT5A MAP3K20 PELI1 TMEM243 TRIM2 SEL1L POLR2K PLP1 CDKN1B ARPP21 ACSL4 CA8 PGM5 MECP2 SPIN3 PCNX1 FAM53C SSTR1 MNDA CLLU1-AS1 GRIA3 NIBAN1 STOX2 SPIN1 DOCK4 KIF16B HLA-DOA WAPL LZTS1 HSF2 NECAP2 SECISBP2L KCND2 FOXP1 TM7SF3 C1orf56 TAFA2 ZNF319 MTMR10 FSTL5 GIMAP4 CCNYL1 SLC30A1 C12orf66 ASB5 FAM98A FAM72D HIPK1 CFAP300 SLITRK4 FAM72B PLAGL2 BNC2 ZNF267 PRIM2 CTTNBP2 MMP16 DYRK1A COL17A1 BACH2 RAB11FIP2 DMXL2 ZNF662 RAB10 ABI1 SPATS2L MAPK1 MAPK1IP1L PKD2L2 MYBL1 BBS2 SUDS3 ZNF527 MINDY2 CDC73 CCND2 ALKBH2 YBX3 SLC35B4 PATE3 SETD7 GAD1 PAN3 RAB14 HAT1 ZFAND5 SELENOT CCND3 SURF4 PRRX1 HDAC7 NCAM1 CALCRL NAP1L4 FSTL1 MAP3K2 POLR2M NF1 TTPA ADRA1A TPRG1 EBF2 PDE10A PHF14 SFT2D1 YOD1 SH3RF1 IL22RA2 ELAVL1 DIP2A KATNBL1 GOLPH3 FBXL17 PTP4A1 GTF2H5 BRD1 AHR GOSR2 TMEM201 DDHD1 MIGA1 HNRNPD APPL1 SAXO2 BACE1 MAP4K5 SEC23A DDAH1 SYPL1 KITLG LRTM1 APOL6 AMMECR1 ZNF404 SLC9A9 PILRB NRG1 CCDC186 VGLL3 ZC3HAV1L HIBADH ZBTB20 TMEM30A LAPTM5 ZDHHC21 CNTNAP2 CD2AP LIN54 PKIB PPP1R1C ELL2 NAA50 CMPK2 ZBTB21 THBS1 PGGT1B PPM1D ASTN1 ADNP PPP3R1 EGR4 ONECUT2 ZNF407 ABHD2 BRWD3 CSTF2 MN1 STON1 SEC22B CDK17 ATP6V1C1 SATB1 C11orf45 MYOZ2 RAB8B KDM5A CACNB4 LATS2 SLC25A15 RSBN1 TBRG1 TXLNG SBNO1 PHLDA1 SELENOF AAK1 NIPSNAP3B ZFR TRAPPC3L INO80D PARVA OGFRL1 HIVEP2 USP42 SMIM14 ST3GAL2 CMTM6 KCTD9 FAM171A1 DPY19L1 MEOX2 FAN1 APH1B CBLN1 TRPC5 KCNK10 SIPA1L2 NUFIP2 PTPRM SLC6A6 MACC1 CACUL1 SORBS2 ZMAT3 CDK12 MAP2K1 SLC38A1 C5orf15 SBSPON NR4A3 SCAI MRAP2 PLXDC2 LIN7C IGF1 ANKS1B TET2 STK39 USP34 TMEM167A DLG2 IDE RYBP EXOC5 CNTRL PTGFRN BET1 SLX4IP SYNJ2BP PURA ZNF17 WDR26 MIR3529_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3529_3P CXXC5 NUDT4 MTTP EHBP1 AFF4 AFF2 UBN2 ZNF384 ARHGEF7 CTNNB1 WTAP ELOVL7 FAM3B SATB1 TCEA1 CBL CELF4 GPD2 CRIM1 BCL10 DDX3X HIVEP1 WASF3 MIER3 PHC3 SLC10A7 TFAP4 PCDH20 ROBO1 GPAT3 UBE2E2 PARP11 TTC26 MED21 RNFT2 GLCE CNTN4 ROBO2 KLF12 CHRM2 LRTOMT TCAIM HNRNPLL CWC27 PRICKLE3 DCP1A SSB XIAP ETNK1 ZC3H11A CAMKK2 MRO CMTR2 PPP6R2 OGFRL1 PSD3 MSL2 SORBS2 COL4A4 TBC1D1 PRKD3 ARHGAP29 ZNF780A AKAP11 PHTF2 GPATCH11 YAP1 ARHGAP12 APPBP2 SMAD5 SP100 CRIPT ATP7A ZNF292 OPA1 TSEN2 FAM9A TBL1XR1 LZTFL1 ELF2 FUT9 ZNF484 ESCO2 BCKDHB FKBP6 FAXC DHX36 IER5 TASOR CNOT6 FAM160B1 TRPC5OS ZNF236 TLCD5 TRA2A AK2 NBPF14 NBPF11 PPM1A NTRK2 CFL2 RALGDS ARPIN HNRNPA2B1 GHR GPBP1 SLC22A5 HIGD1A GPRASP2 RREB1 RBBP4 U2SURP SLC30A5 DMRTC2 TRMT11 FOXA2 ZNF670 NFIA ARHGAP5 CAAP1 SORBS1 VGLL4 MAP4K3 HMGN2 KCNMA1 FPGT EYA3 KLHDC2 EDEM3 EOGT YTHDF3 CMIP TLE4 GNG4 PITPNC1 NFIX CEP120 NAV2 SLC19A2 ERAP1 HERC5 EGLN3 PRKACB FGF13 PCDH11X FSD1L PRKAA1 C18orf63 CCNT2 AMOTL1 BTRC CTDSP2 CDYL2 ISCU SRRM1 CELF2 SPATA6L NEDD9 NDUFC2 DACH1 RHBDL3 SNAP91 PBRM1 ARID4B GABRA4 LRRN1 KCTD12 SLC4A4 ZDHHC17 PMP2 CUX2 EI24 GNAL GNA13 KIF3A PUM1 ATXN1 DNAJB9 TRIM6 NKX2-1 CENPH PRTG SCN1A DPYSL2 PRKAR2A SLC25A36 ANKRD22 TPM3 SUCNR1 RDX SLC39A8 CELF1 EIF5A2 NBPF3 PCDH9 COMMD3-BMI1 FOXP1 CHSY3 C2orf88 RBM46 SP3 LMO7 DNAJB6 XRN1 VPS13A ADD3 CASK PUS10 UFSP2 PLCXD3 SPPL3 SEMA6A PDHA1 SYT4 IKZF2 RBMS3 PHACTR2 MYSM1 CSMD3 CASD1 EPB41L5 SUCO LRRC25 RETREG2 ARL5A SETD5 MLLT3 ZFHX3 CXADR KDM7A VPS50 SLC6A11 TRIM7 LRP12 ERLEC1 SH2B1 MBNL2 TET2 ATL2 SLC44A5 SLC7A6 PDE1C P4HA1 MAST4 PKN2 ALDH6A1 ARHGEF2 TRIP12 NBPF8 RUNX2 CDC42 RAB30 SOX6 MID2 MEF2A GMEB1 NBPF20 C11orf95 CASP3 KHDRBS1 PDIK1L ELL DESI2 UGT8 ITGAV RASA1 NAMPT UHMK1 MAP3K4 PLAC8 FABP2 GDA ZBTB6 LYSMD3 ZNF678 FBXW11 TP53RK AK9 FXN ADGRB3 SARAF TMPRSS13 VDAC1 COMMD2 EPB41L2 NUP153 PRR14L AP3M1 POU2F1 USP37 SMIM12 SACS SLC5A3 ABCB7 NAV1 CDC42SE2 TMEM68 TRAF6 RAB22A MYEF2 AASS HOXD10 GTF2I CCDC85A ZMYM3 TMX4 UBE2W RBMXL1 PLGLB2 C2orf76 OR11A1 RNF8 NCAM2 KLF10 ELOVL2 EPAS1 RPRD1A E2F3 PBX2 ERMP1 N4BP2L2 GNPTAB NBPF1 HBEGF ETV5 SERPINE2 C18orf25 GNAQ FCHSD2 USP3 SLC35G1 SYT1 CHORDC1 MORC1 ZNF454 FLT1 MCTS1 UFM1 SYPL1 ZNF609 DCX ZNRF3 NXPE3 RAB27B ZNF649 EXOC6 NRG4 GATAD2A TESMIN MBNL3 MRPL2 ADIPOQ CUL3 POLR2K SLC11A2 NCOA6 SH2D1B N4BP2 ADGRL3 BRINP1 HAVCR2 NBPF12 LONRF2 EIF1B SPHKAP ST6GAL2 KANSL1L SPOCK1 EPPIN-WFDC6 ZDHHC13 GRIA3 NBPF15 CCL20 LCOR ALOX15 PCDH19 MAK RCOR1 RTL5 RBM44 GNB4 FBXO6 ARFGEF2 KCND2 ARHGAP21 MBTD1 PCP4 RABL6 DFFB RNF180 IGFL4 RANBP9 SPECC1 RELCH GATA3 BNC2 CFI TULP4 WDR45B GLTP MMS22L PNMA2 CD9 MEF2D GOLGA6L1 MPPED2 ZNF804A NR4A2 CPEB3 SYDE2 RBM25 SAMD8 IRF4 ANKRD10 SLC24A2 DRAM2 CCND2 LGR4 MAGEB4 GNAI3 PRRX1 ATP6V1A CDK6 PTBP3 RAPGEF6 PAN2 UNC5C COL16A1 CDC6 CSRNP3 KREMEN1 CACNA2D1 TOX3 HCFC1 PPP4R4 ZNF783 EPM2A SLC12A6 CREBZF MINAR1 ZBTB34 BBX SMARCAD1 C16orf46 APPL1 NBPF9 KHDC4 REPS2 TMEM192 TOR1AIP2 LNPEP ST7 HEG1 U2AF2 ARIH1 ARRDC3 TRUB1 STRBP SLC4A5 ALG10B CCDC150 CHCHD3 TMEM38B PREX2 TOR3A TMEM179B KRT37 CHN2 RFX7 SRSF1 XPO6 LMO4 HNRNPA0 GRM3 EPPK1 PBLD SKIDA1 HOOK3 PRDM2 SNX30 ATG14 KSR2 PIK3CB BCL2L15 TTC6 GPATCH2L FOXK1 EGR4 AP1G1 CIRBP BRWD3 DHX8 HP1BP3 HTR1B DPPA4 CDK17 SLC7A1 DENND1B JOSD1 FDXACB1 MAN2A1 SIAH1 LAMP2 MAPKAPK2 SBNO1 ZHX2 AAK1 ZFR KMT5B SHISA2 OR7A5 CARNMT1 ST8SIA4 PCDH10 PARM1 CEP41 AEN SEMA4C CLASP2 RNF44 ST7L NCKAP5L FOXF2 SLC39A6 COL24A1 SGTB ACYP2 NUFIP2 ING3 SOX9 SLC25A32 SOS1 KAT6A PLGLB1 CLCF1 SCAI COL15A1 ADSS2 LIN7C SEPTIN7 DGKB STK39 LRP1B MTMR9 TXLNA BET1 ERI1 MIR4728_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4728_5P MINK1 MBOAT2 MDM4 ZSCAN30 CASTOR2 AP1S1 CBX6 GRM4 PLCXD1 LYN MNT ZNF384 HYI KCNIP1 C20orf96 MYO1C RBM24 ALPG DBNDD2 C1RL ZADH2 HOXA10 ADAM19 PLA2G2A PITPNM3 ARHGDIA HOGA1 CREB3L2 SAV1 BCL9 PARP11 COL5A3 IGSF8 IRGQ PITPNM2 TNS2 PTPRA LRTOMT C1orf210 TFDP2 RUSC1 SULT1C4 CYHR1 DDX11 PAIP2B CCDC69 SLC7A8 TSKU CSDC2 GFOD2 MTF1 TGFBR3L COPS7B CORO2B SLC25A23 MYH14 N4BP1 SLC25A45 THTPA CASKIN1 TNS1 CASP10 VWA5B2 SLC12A4 ATP7A PCBD1 IKZF3 NF2 DAB2IP LRP1 CD6 CEBPZOS C3orf35 MYADM ATP1B2 GPR65 AHDC1 TIMP3 ACKR2 HOXC4 KCNQ2 ARFRP1 SERPINA1 CYP26B1 CAPZB PPIA RARA BICDL1 TET3 PDE7A STIM1 IQSEC3 PIK3R2 MIEF2 ERI3 ATXN2L NFIC AR APOA5 SYNGAP1 MTX3 RAB35 CSNK2A1 MAPK13 VPS37C ADAM12 RAP1GAP2 GANAB OLFML1 AGAP2 PHYHIP SMG6 RALGDS PGAM1 FURIN COMMD6 RNF38 KCTD10 PTK2 ELAVL3 RASSF5 DEPDC5 ASIC1 EYA3 TPCN1 PPARD FBXO10 APLNR INKA2 C6orf223 MTR PACSIN1 HK1 GLG1 MOB3A NFIX NAV2 GRSF1 ABHD14B SARM1 ZNF385A ORAI2 ZNF490 MPP2 SRRM4 KIF21B ATP8A2 SLC9A3R2 FAM131B FNIP1 MAPT SELENON ABCB8 NFASC CIC HAP1 DLGAP4 MGRN1 SMU1 POU2F2 PRICKLE1 THY1 FIBCD1 NBL1 ATXN1 RBFOX2 FCAR CLIP2 PRMT1 VSIG10L FBXL18 SCN4B TMEM63C TOLLIP ZNF674 ABCD1 NACC1 ERF GDI1 WDTC1 SOX12 FAM214B SLC34A2 SUPT5H ADCYAP1R1 RIMS3 G6PC3 PRR32 COL11A2 GNL3L SSBP3 TMED4 TCF3 RAB5B RPL32 PXMP4 YWHAQ TPBGL POLR2E ERAL1 PTPN3 RSPO4 STX1A FAIM2 HOXA1 FKBP1B CDKN1A SLC6A11 CSF1R ABCG4 PRR30 EIF4EBP2 ANKRD63 CERCAM MAP11 SH3BP2 CLCC1 ME2 SPI1 KCNQ4 STARD9 ZNF710 ELFN2 MRTFA SPRY4 ARHGAP23 DNM1 ATF7 RAB30 TMEM104 UNC5B MAFF AP2A1 GCDH EXPH5 RPH3AL GALNT2 SETDB1 ALPL VAMP2 NOVA2 RAB11B TMEM184B AGPAT1 FSCN1 BCL2L1 COL6A1 VSIR NOX1 NCOR2 DRG2 CSF2RB MORC4 SLC29A3 TRIM67 SPN CAMK1 GAL3ST3 RAB37 RRP15 USP37 DAGLA KLC2 RHOC FAT2 TAP1 MAP3K9 KIF18B PNPLA2 SLC8A2 PKNOX2 ACP3 PNPLA6 PRKCA FAM120B XPNPEP3 PBX2 VAT1 KCND3 POLR1G TOMM40 PA2G4 APOBEC3F KHSRP PPP1R9B CARM1 AQP6 GNAO1 TCTN2 TMEM120B DDA1 XYLT1 JPH1 CBLN3 NPAS3 SLC4A8 ZNF609 DLK1 PSMB2 ZNF649 NRF1 RTN3 FOXP4 IFFO2 ARHGEF12 SHISA6 B9D1 SLC22A23 ZNF503 STX2 FBXL20 BET1L NIBAN2 ZNF548 FAM3D MECP2 EFCAB2 FUS ELK1 STK25 PEX2 FLT4 MMP19 KIAA1549 SAMD10 AVPR2 DES ARHGEF11 DESI1 PDK2 NOS1 SH3GL1 SENP5 PTPRB SYP HMGXB3 SHISA7 DTX4 XKR6 PRG4 MTFMT GLDN CYP1A2 PPM1J CPQ RNF24 GRK2 TBKBP1 TMEM94 TAPBP TAF10 CCDC180 MKNK2 ANKRD45 SOGA1 SV2A TNK1 SYT15 CHP1 SYN2 NDST1 TRAPPC9 CDC42BPA PLAGL2 GPM6B PCBD2 KIF5A CSMD2 PNMA2 SLC2A4 MEF2D RNF222 FGFR1OP2 RAVER1 PARVG NGFR PLXNA4 RPS6KA2 SCN1B ZNF814 ZFAND5 MAVS NECTIN1 SORCS1 RHOB HSPB7 AC016876.1 ZCCHC8 SYT7 NUP98 TAF4 NPTXR BMP8A HIPK2 POLH MGAT5B IL2RG ZNF667 TMTC1 SYNJ1 CYP4V2 EDNRA PAPOLG SMARCD1 CSF1 DNAJB12 DAAM2 POU2AF1 HCFC1 YBX2 MTA2 ELAVL1 F11R MRPL43 MS4A4A ZNF544 CALN1 DUSP4 GPRC5A ADAM21 CCDC43 CDR2L ARPC2 GNAT1 MLLT6 KRTAP4-11 SLC35F6 MEX3A CTSD HDAC2 FAM102A STK35 PPM1F MYRF GLP1R WNT9B TSPAN18 ZNF333 SLITRK5 ABCC12 DDX18 PFN2 MXRA7 FANCF TUBB4A KCNK15 DDAH1 APOL6 HOXB8 BAZ2A NLGN3 NYNRIN RELT PPP5D1 FAM131C ALX4 CCL22 SBF1 CLSPN EEF2K SHANK1 SUFU TMEM252 TTYH3 SUSD5 HOOK3 LZTS3 LRFN1 KSR2 DUSP8 RHO FOXK1 VPS25 GGCX SV2C TFEB PNPO IQSEC1 NUTM2G RAD51B YPEL4 B3GAT3 SEC22B S100A5 SCGB2B2 CNGA2 DACT1 BAZ2B AGAP1 SLC7A1 CHST3 NTSR1 PACS1 MXD3 C2CD2L CNNM1 RFT1 GAB2 ZNF518B ATP2A3 ARNT2 C9orf78 SREBF2 LRRC4B NATD1 RNMT ANKRD52 ABO ENTPD3 SCAMP4 BSN RBMS2 PLEKHA5 PIGR SYNGR1 BORCS8 PIK3C2B CDC23 ABCB5 CIT PXDC1 PTPRJ SOX13 RNF44 NOL9 ADGRL1 ZBTB4 LENG8 OAF RAB3IL1 ENTPD2 KIF19 PRR12 TFAP2B RPRD2 RALB SDC3 UTP11 KCNE5 NPTX1 APCDD1 POMT2 SMPD3 GRIP2 SDK1 DPF3 MYO10 KRT75 KY PLA2G4E WBP2 SCAI ARPC4-TTLL3 KLRC3 PGAM4 PDLIM2 POU2F1 MDC1 C1QTNF6 DPF1 SFXN3 GSK3A RPL15 DNAJB2 ARL17A MVB12B CSDE1 ANGPT4 ARMC9 PURA MIR19A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR19A_3P ESR1 SOX6 SMARCA2 MDM4 PCDHA2 HNRNPUL1 CCM2 EHBP1 CASTOR2 SIX4 LGALSL ZNF217 CBX6 C11orf96 PHTF2 CAPRIN2 TGIF1 RAI2 TNPO2 DMXL2 IMPDH1 NRBP1 TENT2 TNFRSF11A FBXO32 AMMECR1L E2F8 MIER1 SATB1 ITGA6 OTUD1 SOGA1 HIPK3 ARAP2 RNF11 SLC4A7 HOMER1 TNFAIP3 TNRC6C SIPA1L1 DDX3X PGR MAPK8 RALGPS1 RAP1B RHEBL1 PCDHA10 KPNA3 DICER1 CACNA1C AKAP1 ZNF518A RORA C2CD5 MAP3K12 ACBD5 ZDHHC18 KCNJ2 CNTFR ELOVL5 RPS6KA5 QKI ASAP2 ZDHHC23 FAM234A WDR45B PMEPA1 PITPNM2 GRIN2A CCNA2 F3 VTI1A ADCY9 MECOM ROBO2 TBR1 BAG5 DNAJC16 PRUNE2 CCSER2 ACSL4 LONRF3 KLHL20 ITGA2 SGK1 ATF2 SP100 CDC42BPA MOB1B MPPED2 ELMOD2 SLC35F1 MAPK1 PTPRD ZNF367 CHIC1 RBBP8 RIMKLA DNAI1 SLC6A8 ARC LY75 SAMD4A LSM12 UBL3 MSMO1 TMBIM6 SH3D19 SECISBP2L NAP1L2 PARPBP RBMS1 CCND2 PLXNA4 REST WDR20 MKRN1 ABR IVNS1ABP ZBTB46 ATG16L1 KLHL42 HBP1 ARHGAP12 PPP1R12A SMAD5 PCDH7 G3BP2 RAB14 MAP4K3 AFF1 RAP1A STK26 DIPK1A ARSD RAF1 PCDHA13 PPP2R5E ZBTB14 FOXP2 RHOB RNF167 CPD FUT9 AQP5 WDR44 ZNF385B SRGAP2B CAST CHD2 CCDC88A CYLD SLC16A7 KCNQ5 CCPG1 PHF12 TSC1 FAM114A1 SUZ12 SHCBP1 TAF4 ZNF469 FMR1 TET3 PIK3R3 FASTK MAP3K2 FRMD4A NDFIP2 HCFC2 CNOT6 MYCN BEND4 SOCS3 ABHD5 LRIG3 PRICKLE2 PRR5L PSAP ABCA1 DLG5 TNFRSF12A DPYSL5 SLC26A7 LIN9 CNKSR2 CFL2 TRIM33 USP33 PON2 ABHD17C C20orf194 FAM76B SLC9A6 GTDC1 JRKL SEC11A EBF2 PHF14 PCDHA12 DTNA AUH MDM1 EDARADD MACF1 COX8C TMEM47 OSBPL11 PAK6 KLF13 MTMR6 PNRC1 ARIH2 RAP2C CYP2U1 YIPF6 MEMO1 ROR1 PARP8 USP13 YTHDF2 ITSN1 GJA1 RNF111 SRSF6 P3R3URF-PIK3R3 ANKRD29 LRIG1 KIF3A CLIP4 EOGT UBE2A CASP10 EMX2 SOX5 BTF3L4 MICAL2 IL26 HDLBP SNTG1 MLLT6 IL15 PDIK1L GRM1 ATXN7L1 GRSF1 CAMSAP2 ACOX3 ARFIP1 SMOC1 TNRC6B WBP1L RGL1 FAM102A PLAA PYGO2 CCDC126 STK35 APPL1 KHDC4 CCNT2 PDE5A PRKAA1 MEX3C NFIC MAPK14 ZNF716 GRK6 GIT2 FZD6 NR3C2 SIVA1 ATXN7 PSG1 ARMC8 NCKAP5 PPARA RBMS3 ZFYVE26 GAREM1 BTAF1 EPHX4 PFN2 CNOT7 LLGL2 ABCB7 NPTN SYNM KIAA2013 ST8SIA3 ARRDC3 PCDHAC2 MRTFB ZMYND11 MAGI2 DSEL HIC1 ATP12A ATP6V1B2 WNK1 DDX6 SLC37A1 RAPGEF2 PCDHA11 ZBTB18 SOX4 GTF2A1 CCNL1 BLCAP ST3GAL5 B3GALNT2 ATXN1 MAP3K1 ZNF644 RAB1A FAM83D USP8 RABGAP1 LONRF1 ZNF680 PATL1 LRP2 TBK1 NUP54 ERBB3 NEUROD1 CLTC POU3F2 KIAA1217 CNGA3 KLF10 RACGAP1 SPTSSB DCUN1D3 GPR137B BAMBI ACADSB SKIL DNAJB1 PCDHA7 PCDHAC1 NRK DESI2 CD164 SLC24A3 SHANK1 NAPB N6AMT1 MED12L ACTN1 SNX17 ZBTB20 RTN1 MDFIC MPHOSPH9 NCOA4 TSHZ3 FBXO8 RBCK1 VPS4B ZDHHC7 MATN3 ABCC3 MEF2A HIP1 TRIM23 MOSMO SKIDA1 PCDHA1 DLC1 PLS1 FAM168A ELL2 NBEAL2 VPS37A CNOT6L ATG14 BEND3 FAM43A ATP6V0E1 ZFYVE9 CCND1 TENT5B MBNL2 GABARAPL1 CCDC6 PIK3CB PLCB1 POSTN ITCH ATL2 ADNP ID2 RICTOR KRTAP3-1 RAB21 DNAJA2 CHST1 BRWD3 ASXL2 SLC31A2 FBXO48 RUNX2 THSD7A MMGT1 SLC25A6 CGN EREG VPS35 MED13 PCDHA6 S100PBP PTPRG TIA1 BMP3 PIK3CA NAALADL2 BTBD7 SYN1 SDC1 BNIP2 TGM3 ATP10A ANKIB1 ANKRD42 HPRT1 S1PR1 ENPP5 GOLGA6B ATXN1L FAM160A1 WAC SERINC3 FAT3 RASSF2 UHMK1 TUB RAB8B GSKIP ZNF516 NFIA CLIP1 SIN3B PHF13 ZNF445 B4GALT5 HNRNPUL2 GSC BTG1 KCNA4 KIF13A VAMP3 GRAMD1B EMC7 PCDHA5 KCNC4 TFCP2L1 SMCR8 NPEPL1 ADCY1 SRGAP2C TTC9 C2orf42 ADRB1 ADCY7 JADE1 RAB18 SLC2A13 PRC1 VSTM2B KLHL11 AFTPH CBLB SERPINB12 PDE3B SYT11 DENND6A SCUBE3 SCN3A CBLN2 FAM155A SBF2 CRACD NAV3 NLK ARPP19 SLC49A4 LDLR CSMD1 EPS15 KPNA6 NFIB WDFY3 BMPR2 TMEM64 TNKS INO80D RNF216 EFNB2 ARHGAP11A PGM2L1 ANO1 PCDH15 GOLGA6A ZFP91 MTRR HERC4 ZNF521 SPATA2 SLC6A11 WDR1 MAB21L2 PCDH10 MGAT5 UBE2D2 IFI44L PI15 ERBB4 MFSD6 PCDHA9 MAPK6 GTF2H1 DBN1 PRRT3 SF3B3 BPTF MID1 ETV5 AGPAT5 JAZF1 ADIPOR2 SOS2 SEMA4C IGFBP3 SESN3 DUSP7 PTEN RNF44 PKNOX1 SYT1 ENC1 SH3KBP1 KLF7 RNF145 PITX1 MSI2 MYCL LIMCH1 PHLDA3 NPAS2 ZBTB4 SAMD8 ZNF609 ZNF320 SEC61A2 MBD2 SERPINE1 DLX3 CREBRF BNC2 EXOC6B SMURF1 PCDHA8 TENT5A PCDHA4 CEP55 MBNL3 CAND1 HIPK1 SLC6A6 BRWD1 CEP350 MTCL1 DOCK10 WDR26 EYA1 CACUL1 LRP2BP GPCPD1 PPTC7 DDX3Y SEL1L RFX4 GET3 TAOK1 SV2A STK32B RAPGEF4 MECP2 RIN2 ATP2C1 SPOCK1 ZNF827 POU4F1 MIGA2 ZBTB11 WNT3 TMEM45A EIF4G2 LRRTM2 PCDHA3 ADSS2 SLC12A7 PRKACB CAMSAP1 MBD6 ARRDC4 HECW2 SOCS1 PPFIA2 STOX2 IGF1 ZNF831 CLOCK GIGYF1 KBTBD8 OTUD7B SEPTIN7 FLNC TCIM SOCS5 SMG1 RCOR1 DOCK4 ZBTB10 ZMAT3 CAB39 DOCK3 TXLNA CDS1 FNDC3A GULP1 UBE2D3 REEP3 EXOC5 ARFGEF1 PLXNC1 ZER1 USP12 FOXP1 WBP4 MED26 ITGB8 EPN2 DCBLD2 ARHGAP21 SULF1 MB21D2 ZNRF3 MIR548AW http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AW BCL6 NUDT15 PRDM16 SIX4 PUS7 CBX6 ZNF148 C11orf96 UBN2 TMEFF1 ARMC1 DMD HDX PAX3 CAMK2G ARHGEF7 MEF2C AL008638.2 PDPN CCAR1 TP63 OTOGL KLF4 ALG9 HOMER1 PFKFB3 MID1 MAPK8 ANK3 ELOC WASF3 LRRC39 SLC39A14 ROBO1 AKIRIN1 ANKRD11 CGGBP1 ANKRD44 QKI ASAP2 NKX3-1 PURB THRB ROBO2 KDM2B JADE1 ZNF135 LRCH2 RCE1 JAK2 ZNF273 SGK1 CTNND1 DCP1A GLS FRMD4B PAIP2B GEM ZNF367 DDHD2 ZNF84 ZNF534 IL1R1 CR1 MTF1 PSD3 MSL2 LSM12 ACSL6 MSL3 SECISBP2L MSANTD3-TMEFF1 SLC35A3 RBMS1 TENM1 ZNF140 METTL8 FBXO9 ELAVL4 MALL MEMO1 CNOT7 SMAD5 DTX2 GLIS3 ACTL6A RBMXL1 THEG ARPP19 DLX5 FUT9 COX7A2L NTS PRPF39 KLHL21 YEATS2 EBF1 PWWP3B DPM1 C3orf52 EMSY TET3 C6orf89 SV2B ANKRD46 HCFC2 LIMCH1 GXYLT1 PBX3 RHOQ DLG5 OPRM1 GABRA1 LDB3 KMT5A PLCB1 CNKSR2 CFL2 TRIM33 USP33 TES ACBD5 KCNB2 C20orf194 HNRNPK EIF2S2 SLC30A5 C1orf141 CDYL TMEM47 CHIC2 ECT2 ESR1 RAP2C INSIG1 PDE4D CP ROR1 USP13 SORBS1 PAK5 RNF111 RASSF5 FBXO32 USP47 CLIP4 EOGT CBFB MDM4 SALL1 PDZRN3 BTF3L4 KLHL15 SLC4A7 VIT IL17A CCNK TNRC6B PDCD6IP RAMAC PDE5A SYN3 GTPBP3 TMCC3 GIT2 FNIP1 GAREM1 NEDD9 API5 PBRM1 GABRA4 LRRN1 MACROH2A1 ANKFY1 GIMAP7 CTDSPL2 RSPO2 LDLR SMAD4 GNA13 PUM1 GSPT1 ARHGEF3 TSC1 SEPTIN8 PPP1R15B PCDHGA7 GPATCH2L C1GALT1C1 TFRC SPART ANKRD6 NUP54 IGF2BP2 GHITM E2F8 RBM46 GCOM1 PLAA JAKMIP1 ZNF772 HOXA3 SPTSSB FAM13B AHNAK PLK4 ZBTB18 PHLDB2 GPR85 PEX5L SUCO NEBL NAV3 SDC2 TSHZ3 FBXO8 PACRGL HSPA9 MAFB ZNF681 SLCO3A1 MAMDC2 FAM168A HELZ UBE2I FAM43A SFRP2 PCSK6 POC1B-GALNT4 PARP4 FNDC3B ELFN2 CD47 MYNN SREK1IP1 HECW2 RAB11A MAP2 KMT2E THSD7A LONRF3 ZBTB33 SRD5A1 ZNF80 PIK3CA NAALADL2 SLC9C1 BNIP2 ZNF713 RARG ADAMTS2 CLCN3 ZNF37A NWD2 PPP2R5E ZNF516 ATXN7L3B NADK CAMK2N1 ADGRA2 CNOT4 THAP5 B4GALT5 FILIP1L SIPA1L1 PDS5A PPM1B RCN2 GUCY1A2 SMURF2 ZDHHC20 FREM2 SSPN RNF186 SLC2A13 CCDC179 GRM7 SGCB MARCHF2 NKAPD1 KCTD8 SCN3A RMND5A RAB23 MICAL2 PTAR1 PMFBP1 PRKAR2B PYHIN1 ADH1B WDFY3 HIPK3 SLC30A4 MAT2B ANO1 ELFN1 EPAS1 HSBP1 DENND1B CDH4 TGFB3 XDH MMP24 EZH2 GALNT4 SLC38A1 GCC2 BPTF KIF5B PIK3R1 TRIO IGFBP3 SLC17A6 POU2F3 PTEN POLR3F TNPO1 LYPLA1 GALNT2 XYLT1 VGLL4 KCNQ5 SYPL1 ZAR1L RGPD4 SPTBN4 DLK1 DMXL1 PFKFB4 ADAMTS5 ATF7IP TBC1D31 ETV6 RPL26L1 MBNL3 CAND1 BRWD1 MAP3K20 VAPA CEP350 NUP58 PALD1 NOXRED1 TRIM2 RICTOR PRSS23 RNLS TENT4B EPHA5 SNIP1 STARD4 SP4 DCAF10 ANO4 SENP1 PRKCI EPS15 SCAF11 TAOK1 TEAD1 SRBD1 TENT2 SCAF8 SPOP CAMSAP1 CREBL2 LCOR DENND11 WIZ CDC42 MGAT2 NRXN1 RHOBTB3 SPIN1 SPOPL RIMS2 ZEB2 MRPL44 CLEC3B ALKAL2 UBE2D3 DENND4C KIAA0319L TFB1M ITGB8 RHAG MB21D2 LRP6 AKT3 CTNNB1 NCOR1 UBN1 MIER1 OTUD1 MXRA5 SLITRK4 MED27 FOXJ2 KCNJ2 CSMD2 WDR45B CCDC34 CAVIN2 FAM168B ELK4 PAX9 MAEA AUTS2 TP53TG3 MYBL1 TLL1 ERBIN SPON1 TBCEL PLXNA4 PCDH7 KLK12 BTBD7 RAP1A GINS4 STK26 CNEP1R1 TMEM9B GNAI3 WDR44 SNX16 FSTL1 SENP2 POLR2M LRRFIP1 SPTLC2 TENM4 GABRA5 CASZ1 TNFRSF19 HOXA9 FAM76B PTGS1 DCK GSPT2 G0S2 GOLPH3 UGCG SLC1A6 CDH2 PDIK1L GPR158 ARFIP1 PRDM2 TMEM196 PHTF2 FAM172A SOX6 RBM33 KHDC4 TMED5 NR3C2 MRPL35 NCKAP5 SCN9A CPNE4 CSPP1 PLEKHA8 LHFPL2 MRTFB ZMYND11 TRUB1 ATP6V1B2 GMNC CCNL1 TP53TG3C VAMP4 NIN LRP2 TP53TG3D PSMA2 C1orf174 IL12B USF3 TMEM170B SHANK1 NAPB RFX7 MED12L SPTY2D1 NEXN KCNJ3 YAE1 AS3MT ZDHHC21 B3GNT2 MEF2A LRIG3 HOOK3 PLS1 GPC5 CNOT6L ATG14 FBXW11 GPC6 RAB21 VPS36 CHST1 EGR4 CABLES2 JCAD VPS35 ACAP2 PLXNA2 BMP3 PITPNA FRYL HAUS8 FNBP4 ATXN7L3 S1PR1 AGO4 FAM199X DEPDC4 LCLAT1 EIF2D CLIP1 EFCAB1 CYLD HLA-E KCNA4 ZNF483 PRMT8 ZNF598 CCNC NR2C1 FUNDC1 OR9Q1 ATP8B1 MSN TP53TG3B STAG2 AAK1 SUZ12 UBQLN1 CSMD1 UHRF2 BMPR2 INO80D POLH MPRIP ITSN2 OCLN TRIM66 CBR4 RBMS2 ATF2 FOXN3 ARHGAP28 MFSD6 MAPK6 DBN1 CNTN1 STRN ZBTB41 PHIP SH3TC1 NUDT11 KLF7 CDH7 NAA25 CAB39 SAMD8 EDARADD PLSCR1 TCF24 HFM1 CREBRF SLAIN2 BNC2 ING3 CEP55 SOX9 HIPK1 ELOVL5 PPP6C MAN1A1 CACUL1 BICD2 PPTC7 ZMAT3 AMMECR1 NFASC SEC24A RAB38 HNRNPR KPNA4 CLOCK KBTBD8 GRIN3A FAM117A DLG2 ABLIM1 HMGA2 TMEFF2 ENDOD1 MIR106B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR106B_5P PXK MINK1 AGFG1 CREB5 PCDHA2 SIKE1 HLF FBXO31 ZNF148 CAPRIN2 PLS1 FCHO2 AGTPBP1 GAB1 SLC16A9 IL6ST TGFB1I1 PRRG1 ARAP2 NEDD4L MYLIP OXR1 KLF11 ZADH2 WNK3 CXCL6 ZBTB7A PFKFB3 ANKRD13C ADARB1 URI1 KPNA3 PHC3 RPS6KA5 HTR2A SCAMP5 PURB USP28 KLF12 CHRM2 TSPAN9 VANGL1 EGR2 TGFBR2 MCHR2 FAM13A DCUN1D1 VASH2 FLT1 LAMA3 ZNF367 LZIC KAT2B LMO3 CMTR2 PKD2 MTF1 FBXL3 ZBTB20 CALD1 FGD5 SSH2 P2RX4 CROT REST MKRN1 AKAP11 CDC37L1 KIF23 U2SURP TRIM3 DENND10 ATG16L1 HBP1 ST6GALNAC3 FRS2 ARHGAP12 BCL11B SMAD5 PTPRD TMX3 TAFA1 FYCO1 ITPRIPL2 ARHGEF10 DDX5 MKNK2 SALL3 PSG3 BICC1 NR2C2 GPATCH2 SEPTIN2 TNKS2 ATAD2 FAM13C AKTIP CEP97 CD274 RUNX3 EMSY TET3 FASTK GPR63 NABP1 CNOT6 TGM2 ETV1 NANOS1 ZNF236 RBL2 GXYLT1 PBX3 DDHD1 ORMDL3 CYBRD1 LYPD6 DPYSL5 ANKRD17 CFL2 TNFRSF21 CCSAP TSG101 GABPB1 ZXDA C6orf120 MASTL PCDHA12 SRCIN1 FAM126B STXBP5 ARID4A TMEM168 PRR15 ANKH ZFAND4 RAP2C RORA PAPOLA TAGAP GUCY1A1 E2F5 PRR16 SEMA7A OSBPL5 RB1CC1 APP PFKP USP46 MEX3D OLFM3 RGMA RNH1 SALL1 ZBTB4 TRPV6 CD69 CEP120 KLHL15 MYT1L UNC80 PTHLH LASP1 EPHA5 RGL1 SUSD6 EGLN3 TENM1 SMOC2 TXNIP FSD1L ZNF652 TRIP10 PPP1R21 SLITRK2 SLC16A6 DAB2 ARMC8 FOXK2 ZFYVE26 C2orf69 RAB11FIP1 NCOA3 SRPK2 CNOT7 LRCH1 ARID4B PCDHAC2 UXS1 RPS6KA6 BAHD1 ANKFY1 SEMA4B SMAD4 GNS ZBTB18 SOX4 ARHGEF3 SPRED1 ATXN1 USP24 KLHL28 DNAJB9 PPP1R15B SCN1A ST3GAL1 TBC1D9 POLR3G LYST EIF5A2 SERTAD2 ARHGAP1 XRN1 ZNF2 C3orf70 AFG1L SLC33A1 ZDHHC9 BAMBI KIAA0513 AHNAK CHD5 REV3L ZBTB8A PCDHA10 ANO6 JPT1 AKAP13 UBE3C PEX5L KCNB1 EZH1 RAB5B MMP2 PXYLP1 CNOT6L PTPN3 ZNF25 UEVLD ST6GALNAC6 ABCG4 ATG2B ROCK2 CCND1 FRMD6 CERCAM RRM2 MAP11 IKZF4 RNF217 ERC1 WEE1 FNDC3B ZNF704 CAPN15 CRY2 KLHL2 DENND5B STK17B FBXO48 SLC45A4 CRYBG3 GABBR2 VLDLR UBXN2A BNIP2 USP6 AMER2 IGSF10 STK38 PSD ENPP5 NRIP3 ATXN1L GPR6 HS3ST5 ZNF264 DYNC1LI2 TMEM138 KATNAL1 CNOT4 C2CD2 PLXNA1 SLMAP SLC40A1 BTN3A1 RPS6KA4 ATL3 PCDHA5 NFAT5 FBXL5 FNBP1L ULK1 CCDC71L PRR14L TRIP11 TBC1D17 PDE3B PAFAH1B1 FOXJ3 KIF3B BTG3 SACS RHOC UBE2Q2 HSPA8 RORC FAT2 SLC49A4 ADAM9 RAB22A PDCD1LG2 WDFY3 PLEKHA3 TFAM PGM2L1 ZDHHC1 KPNA2 ATG7 THRA WWP2 USP31 NUP35 CTSK PCDH15 CTSA MMP24 TRDN BTBD10 RSRP1 ZNF512B SQSTM1 ZFP91 USP3 GLIS3 L3MBTL3 PPP1R3B RASD1 GNB5 SLC4A8 CORO2B ZBTB47 ARHGEF18 NDEL1 GOSR1 WDR37 FAM210A RNF128 MAPRE3 CMKLR1 F3 ELK3 PCDHA8 FJX1 BRWD1 MCL1 PTPDC1 MAP3K20 SLC22A23 FAM189A1 FAT4 KCNK10 ZNF597 C14orf28 MAPK8 CDKN1A IRF9 UNK RASL11B TMEM127 TAOK1 SERF1B SORL1 DPYSL2 FAM219B SUCO RASA2 KANSL1L DNAJC27 WFS1 CREB1 PCDHA3 DUSP2 GPR137C TAOK3 NIBAN1 SNX8 FGD4 ARHGEF11 DOCK4 ANKRD29 MYNN ZC3H12C CEP170 SPOPL LRP8 MCF2L STAT3 REEP3 FBXO21 KCNJ10 HPS5 CBLN4 RBL1 NTN4 PHLPP2 ITGB8 OSM DCBLD2 BHLHE41 CLOCK RBM12B ITGA4 IQSEC2 SSX2IP ABCD2 CAMTA1 EIF4A2 TMEM265 CNRIP1 TPRG1L DLGAP1 FZD3 IL1RAP PLAGL2 FAM117B TNKS1BP1 SAR1B NPLOC4 NBEA LIMA1 NCKAP5 UNKL PDLIM5 DNAJC16 CMPK1 RAB10 ELK4 TM2D2 ABI1 REPS2 PRDM6 GNPDA2 MAPK1 DNAL1 CPEB3 AGO1 SLC24A2 PAK5 DERL2 TUSC2 RUFY2 PAPOLB AP2B1 TMEM100 SH3BP5 CC2D1A PCDHA13 ZNF280B C9orf40 LHX6 HECTD2 SNX16 ARHGAP26 GRAMD1A ANKRD33B TNFAIP1 PLAG1 NAPEPLD MAP3K2 ZBTB33 KIAA1191 B3GALT2 ABHD5 VCPKMT OSTM1 ABCA1 ISM2 CSRNP3 ACSL4 FAS MFAP3L RGMB SCAMP2 PKD1 ARHGEF28 TRIM36 NPAS3 TOPORS BBX EPHA4 LRIG1 LAPTM4A TMEM25 DRD1 RAB12 NIPA1 ZSCAN20 SMOC1 MTMR3 RNF6 SAMD12 FAM102A RAPGEFL1 ZFPM2 NFIC TANC1 RETREG3 VSX1 STRIP2 HEG1 TIAM1 NTNG1 DDIAS SLITRK3 ZNFX1 RBBP7 RRAGD MAP3K14 ATP12A PCDHA11 OSR1 RETREG2 OTUD4 ABL2 NIN PRCP LDLRAP1 SCN2A ATXN7L1 MAPK4 PANX2 RACGAP1 GPR137B PCDHA7 PCDHAC1 IRF1 PTPN21 MED12L SGMS1 SPTY2D1 BCL2L11 NPAT GOLGA1 ENTPD4 TBC1D20 OCRL MOSMO CRK ZNF202 FEM1C ATG14 SH3PXD2A ZFYVE9 ZBTB21 NHLRC3 PLCB1 DUSP8 MARCHF8 PPP3R1 SYTL4 SOCS6 RAB30 ABHD2 PTGDR NEUROG1 UBE2D1 MAP3K8 LRPAP1 EREG PCDHA6 BRMS1L PITPNA LCOR HAS2 BTBD7 AGFG2 SLC46A3 ANKIB1 JAK1 ANKRD50 HAUS8 PCDHA1 PARD6B MAP10 S1PR1 FGL2 RAPH1 PGBD5 FAM199X BEST3 CHP2 RAB8B EPHA7 SERP1 MSR1 NACC2 ZBTB9 WDFY2 SLC30A7 HIF1A RRAS2 KIF26B MFN2 NR2C1 RAB11FIP5 ZHX2 NAA30 KMT2A SERF1A AAK1 NAGK MIDN LDLR KMT5B NFIB CLIP4 BMPR2 TMEM64 MAP7 SLC17A7 ANKRD52 TRAF4 E2F1 SNTB2 RCCD1 LIMK1 RNASEH2B TP73 CDC23 EFCAB14 LPGAT1 ZBTB41 PTPN4 SESN3 MAGI3 PHIP RLIM SRGAP1 NPAS2 SAMD8 VASP SGTB RASGRF2 ERAP1 MAP3K9 SLAIN2 BNC2 USP32 YOD1 KMT2B PDGFRA PCDHA4 ZNF827 PPP6C SOS1 BICD2 APCDD1 SCN2B KLF9 NEUROG2 LRRC55 EPS15L1 TRIM37 CENPQ TBC1D8B PLXDC2 STK11 PIK3R1 NKIRAS1 TMEM167A SSH1 ZNF800 SOWAHC MFSD8 CCNG2 TET1 SLC4A4 SFMBT1 PAG1 MIR19B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR19B_3P ESR1 SOX6 SMARCA2 MDM4 PCDHA2 HNRNPUL1 CCM2 EHBP1 CASTOR2 SIX4 LGALSL ZNF217 CBX6 C11orf96 PHTF2 CAPRIN2 TGIF1 RAI2 TNPO2 DMXL2 IMPDH1 NRBP1 TENT2 TNFRSF11A FBXO32 AMMECR1L E2F8 MIER1 SATB1 ITGA6 OTUD1 SOGA1 HIPK3 ARAP2 RNF11 SLC4A7 HOMER1 TNFAIP3 TNRC6C SIPA1L1 DDX3X PGR MAPK8 RALGPS1 RAP1B RHEBL1 PCDHA10 KPNA3 DICER1 CACNA1C AKAP1 ZNF518A RORA C2CD5 MAP3K12 ACBD5 ZDHHC18 KCNJ2 CNTFR ELOVL5 RPS6KA5 QKI ASAP2 ZDHHC23 FAM234A WDR45B PMEPA1 PITPNM2 GRIN2A CCNA2 F3 VTI1A ADCY9 MECOM ROBO2 TBR1 BAG5 DNAJC16 PRUNE2 CCSER2 ACSL4 LONRF3 KLHL20 ITGA2 SGK1 ATF2 SP100 CDC42BPA MOB1B MPPED2 ELMOD2 SLC35F1 MAPK1 PTPRD ZNF367 CHIC1 RBBP8 RIMKLA DNAI1 SLC6A8 ARC LY75 SAMD4A LSM12 UBL3 MSMO1 TMBIM6 SH3D19 SECISBP2L NAP1L2 PARPBP RBMS1 CCND2 PLXNA4 REST WDR20 MKRN1 ABR IVNS1ABP ZBTB46 ATG16L1 KLHL42 HBP1 ARHGAP12 PPP1R12A SMAD5 PCDH7 G3BP2 RAB14 MAP4K3 AFF1 RAP1A STK26 DIPK1A ARSD RAF1 PCDHA13 PPP2R5E ZBTB14 FOXP2 RHOB RNF167 CPD FUT9 AQP5 WDR44 ZNF385B SRGAP2B ATP11A CAST CHD2 CCDC88A CYLD SLC16A7 KCNQ5 CCPG1 PHF12 TSC1 FAM114A1 SUZ12 SHCBP1 TAF4 ZNF469 FMR1 TET3 PIK3R3 FASTK MAP3K2 FRMD4A NDFIP2 HCFC2 CNOT6 MYCN BEND4 SOCS3 ABHD5 LRIG3 PRICKLE2 PRR5L PSAP ABCA1 DLG5 TNFRSF12A DPYSL5 SLC26A7 LIN9 CNKSR2 CFL2 TRIM33 USP33 PON2 ABHD17C C20orf194 FAM76B SLC9A6 GTDC1 JRKL SEC11A EBF2 PHF14 PCDHA12 DTNA AUH MDM1 EDARADD MACF1 COX8C TMEM47 OSBPL11 PAK6 KLF13 MTMR6 PNRC1 ARIH2 RAP2C CYP2U1 YIPF6 MEMO1 ROR1 PARP8 USP13 YTHDF2 ITSN1 GJA1 RNF111 SRSF6 P3R3URF-PIK3R3 ANKRD29 LRIG1 KIF3A CLIP4 EOGT UBE2A CASP10 EMX2 SOX5 BTF3L4 MICAL2 IL26 HDLBP SNTG1 MLLT6 IL15 PDIK1L GRM1 ATXN7L1 GRSF1 CAMSAP2 ACOX3 ARFIP1 SMOC1 TNRC6B WBP1L RGL1 FAM102A PLAA PYGO2 CCDC126 STK35 APPL1 KHDC4 CCNT2 PDE5A PRKAA1 MEX3C NFIC MAPK14 ZNF716 GRK6 GIT2 FZD6 NR3C2 SIVA1 ATXN7 PSG1 ARMC8 NCKAP5 PPARA RBMS3 ZFYVE26 GAREM1 BTAF1 EPHX4 PFN2 CNOT7 LLGL2 ABCB7 NPTN SYNM KIAA2013 ST8SIA3 ARRDC3 PCDHAC2 MRTFB ZMYND11 MAGI2 DSEL HIC1 ATP12A ATP6V1B2 WNK1 DDX6 SLC37A1 RAPGEF2 PCDHA11 ZBTB18 SOX4 GTF2A1 CCNL1 BLCAP ST3GAL5 B3GALNT2 ATXN1 MAP3K1 ZNF644 RAB1A FAM83D USP8 RABGAP1 LONRF1 ZNF680 PATL1 LRP2 TBK1 NUP54 ERBB3 NEUROD1 CLTC POU3F2 KIAA1217 CNGA3 KLF10 RACGAP1 SPTSSB DCUN1D3 GPR137B BAMBI ACADSB SKIL DNAJB1 PCDHA7 PCDHAC1 NRK DESI2 CD164 SLC24A3 SHANK1 NAPB N6AMT1 MED12L ACTN1 SNX17 ZBTB20 RTN1 MDFIC MPHOSPH9 TSHZ3 FBXO8 RBCK1 VPS4B ZDHHC7 MATN3 ABCC3 MEF2A HIP1 TRIM23 MOSMO SKIDA1 PCDHA1 DLC1 PLS1 FAM168A ELL2 NBEAL2 VPS37A CNOT6L ATG14 BEND3 FAM43A ATP6V0E1 ZFYVE9 CCND1 TENT5B MBNL2 GABARAPL1 CCDC6 PIK3CB PLCB1 POSTN ITCH ATL2 ADNP ID2 RICTOR KRTAP3-1 RAB21 DNAJA2 CHST1 BRWD3 ASXL2 SLC31A2 FBXO48 RUNX2 THSD7A MMGT1 SLC25A6 CGN EREG VPS35 MED13 PCDHA6 S100PBP PTPRG TIA1 BMP3 PIK3CA NAALADL2 BTBD7 SYN1 SDC1 BNIP2 TGM3 ATP10A ANKIB1 ANKRD42 HPRT1 S1PR1 ENPP5 GOLGA6B ATXN1L FAM160A1 WAC SERINC3 FAT3 RASSF2 UHMK1 TUB RAB8B GSKIP ZNF516 NFIA CLIP1 SIN3B PHF13 ZNF445 B4GALT5 HNRNPUL2 GSC BTG1 KCNA4 KIF13A VAMP3 GRAMD1B EMC7 PCDHA5 KCNC4 TFCP2L1 SMCR8 NPEPL1 ADCY1 SRGAP2C TTC9 C2orf42 ADRB1 ADCY7 JADE1 RAB18 SLC2A13 PRC1 VSTM2B KLHL11 AFTPH CBLB SERPINB12 PDE3B SYT11 DENND6A SCUBE3 SCN3A CBLN2 FAM155A SBF2 CRACD NAV3 NLK ARPP19 SLC49A4 LDLR CSMD1 EPS15 KPNA6 NFIB WDFY3 BMPR2 TMEM64 TNKS INO80D RNF216 EFNB2 FKBP15 ARHGAP11A PGM2L1 ANO1 PCDH15 GOLGA6A ZFP91 MTRR HERC4 ZNF521 SPATA2 SLC6A11 WDR1 MAB21L2 PCDH10 MGAT5 UBE2D2 IFI44L PI15 ERBB4 MFSD6 PCDHA9 MAPK6 GTF2H1 DBN1 PRRT3 SF3B3 BPTF MID1 ETV5 AGPAT5 JAZF1 ADIPOR2 SOS2 SEMA4C IGFBP3 SESN3 DUSP7 PTEN RNF44 PKNOX1 SYT1 ENC1 SH3KBP1 KLF7 RNF145 PITX1 MSI2 MYCL LIMCH1 PHLDA3 NPAS2 ZBTB4 SAMD8 ZNF609 ZNF320 SEC61A2 MBD2 SERPINE1 DLX3 CREBRF BNC2 EXOC6B SMURF1 PCDHA8 TENT5A PCDHA4 CEP55 MBNL3 CAND1 HIPK1 SLC6A6 BRWD1 CEP350 MTCL1 DOCK10 WDR26 EYA1 CACUL1 LRP2BP GPCPD1 PPTC7 DDX3Y SEL1L RFX4 GET3 TAOK1 SV2A STK32B RAPGEF4 MECP2 RIN2 ATP2C1 SPOCK1 ZNF827 POU4F1 MIGA2 ZBTB11 WNT3 TMEM45A EIF4G2 LRRTM2 PCDHA3 ADSS2 SLC12A7 PRKACB CAMSAP1 MBD6 ARRDC4 HECW2 SOCS1 PPFIA2 STOX2 IGF1 ZNF831 CLOCK GIGYF1 KBTBD8 OTUD7B SEPTIN7 FLNC TCIM SOCS5 SMG1 RCOR1 DOCK4 ZBTB10 NME7 ZMAT3 CAB39 DOCK3 TXLNA CDS1 FNDC3A GULP1 UBE2D3 REEP3 EXOC5 ARFGEF1 PLXNC1 ZER1 USP12 FOXP1 WBP4 MED26 ITGB8 EPN2 DCBLD2 ARHGAP21 SULF1 MB21D2 ZNRF3 MIR548AA_MIR548AP_3P_MIR548T_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AA_MIR548AP_3P_MIR548T_3P RFX5 ATM ITPRID2 AFF4 ELN SLC25A21 TAF7L ZNF217 CBX6 NMNAT3 CHN2 HIRA DMD AGTPBP1 BIRC5 GAB1 NEK1 GPRC5B PALM2AKAP2 OGT TRAPPC13 KLF11 GRIK3 WNK3 CXCL6 TNRC6C DPP10 BIRC6 CDC14B PIP5K1A HDAC9 ELOC WASF3 NR3C1 MIER3 SLC39A14 ABI2 ROBO1 TLR2 NAA35 PARP11 OSGEP ANKRD28 CCNA2 PRPF40A GLCE HSPA14 COBLL1 NUDT10 TBR1 GALK2 DDX17 MOB1B KIAA0586 C6orf62 PMS2 PTBP3 SSB YWHAZ IGFBP7 LAMP2 KAT2B JAG1 ZFAND5 FBXL3 PSD3 MSL3 KIAA0319 UBL3 ZBTB20 SERBP1 LDLRAD3 PRKD3 TENM1 RMI1 AKAP11 CRISPLD1 WTAP FAM222B CNOT7 BCL11B RBM12 SMAD5 TMX3 EPN2 CNTN5 E2F6 EID1 ZBTB10 IL1RAP DDX5 USP38 DNAJB14 TBL1XR1 PDZD8 PGRMC1 SEPTIN2 PNN ATG4C CCDC88A SLC16A7 CYLD TIMP3 TAX1BP1 FAM169A KRTAP3-2 CADM2 ZNF706 CIPC PBX1 ZNF512 UGDH CREB1 LIMCH1 CARF EIF5A CBLL1 RNF185 PIM1 INPP4A JARID2 OPRM1 SYNCRIP ANKRD17 ATP6V0A2 PRDM1 PLCB1 PER3 SETBP1 TRMT10A GLIS1 CSNK2A1 MARCHF1 KRCC1 TBX3 PNISR SMG7 COG6 RBBP4 CHRM3 MACF1 ATP1B4 EBPL OSBPL11 AGO2 SOX21 RORA SGIP1 FAM171B RNF38 MAP4K3 GRM5 MBNL1 GEMIN5 RB1CC1 GUCY1A2 SWAP70 KLHDC2 USP46 C1QTNF9 RGMA CBFB HOXB7 ZNF805 MDM4 FAM104B SLC36A3 DDHD2 BTF3L4 KLHL15 KIF1B LARP4 PJA1 TNRC6B LDLRAD1 NDUFAF4 NUAK1 IDE ARFGEF3 PRKACB ZIC4 C1orf21 IRF6 ZNF830 CTTN MSANTD3 CDYL2 DACH1 FYB2 CREBBP CITED2 GABRA4 RPS6KA6 C18orf54 RNF182 ZBTB21 CTDSPL2 PTPN11 SDR16C5 DDX6 CNOT9 RNFT1 MPC1 USP24 KLHL28 AEBP2 SMC6 KDM2A RABGAP1 CYCS SLC25A36 ZBTB43 PAPOLA MYO16 PCLO CHIC1 RFX3 SP3 RBM46 LTN1 RIC1 LCLAT1 RNF169 FOXN2 TSTD2 TMEM33 FBXO33 RBMS3 SORCS3 RPS20 KCNB1 TRPC3 DCUN1D4 CHSY1 MTERF4 ZMYND11 ZNF44 FAM124B DISC1 RETREG2 CBX5 MLLT3 MANSC1 FAM168A PPP1R1C KDM7A GAN MFSD14B CDK14 NUMB AGTR2 HS2ST1 JUND BACH2 POC1B-GALNT4 PREX2 ZMYM5 MYCBP ZNF704 MAST4 KRAS WNT5A TIPARP RUNX2 RUNDC3B BBS12 BAHCC1 NAALADL2 ANKRA2 UBE2G1 TMEM263 NRIP3 TM4SF20 ZFHX4 FAM160A1 AGPAT1 CTNNA3 PUM2 C2CD2 PDS5A TMEM131 PPP4R2 SAMD13 EIF4E3 FNBP1L BMP1 NRAS TMEM106B SNRK ARL5A EPB41L3 HTATSF1 CPSF6 NAV1 PPP4R1 PRKAR2B MYEF2 PIAS1 CERS3 ZNF700 ING3 NCBP3 PGM2L1 PABPC4 NCAM2 AFG3L2 PARD6G ANGEL2 TP53BP1 SKIL UBE2D2 DNMT3B ERMP1 TASOR2 ARAP3 PTPRZ1 GALNT4 ETV5 HNRNPA3 MET USP3 RAG1 RPS3 AK1 ZCCHC2 TMEM87A UNC5D GLIPR1 SMARCE1 BRWD1 VAPA PELI1 MOB4 MAPK8 RICTOR MAMLD1 GTF3C4 ERBB4 EPHA5 KMT2C HOXC8 C5orf24 AP1AR NCL RASA2 C1QTNF9B SASH1 PCYOX1 JADE2 CSNK2B LRRC37B ZMYM2 ZDHHC22 FGD4 SENP5 ZC3H12C RIMS2 ZEB2 HSPE1-MOB4 REEP3 RIOK1 CDS2 DCBLD2 RAB33B PELI2 MBTD1 CLOCK MIB1 LMNA STYX CNOT2 GFM1 OTUD1 HIPK1 SOGA1 CCR1 FZD3 SEMA6A BNC2 NRCAM PPP2R1B SOHLH2 NIPBL KLHL20 CDC42BPA ELMOD2 MCM9 SAMD8 TBCEL ERO1B ARMH4 CCND2 PPP1R12A NBN FBXO41 AGPAT3 MED14 TM9SF3 CALCRL ABHD17B MAP3K2 TFAP2C HIPK2 BEND4 EID2 ABCD3 ACER2 PAPOLG POU2AF1 ACBD3 RGMB PIM2 SH3RF1 TEF TMEM63B TMED10 ZBTB34 FAM210B C11orf58 TERF1 TMEM161B RGS7BP GABRG1 SNX2 SMOC1 RTF1 ZCCHC14 PPARA HEG1 GABPA CHD4 PLEKHJ1 IGFBP5 FUNDC2 GPR180 TTC14 KLHL26 NIN GNB2 SGO2 CCDC102A PPARGC1A NUDT21 SUSD4 TMEM170B TAPT1 LSM11 CPNE4 SUFU ATP2B4 SETD7 RPE65 ZDHHC21 PAPSS1 SERP2 CMPK2 AJUBA GPR82 WDR43 KIF26A PPP3R1 EXTL2 TTC28 ONECUT2 PARP12 ZNF385C MITF TOX SETD2 LRATD1 YWHAE CDK17 YPEL1 MAP10 TLCD4 EPHA7 BMPR1A FUBP3 FOXO1 ATAD1 ARL8B ARHGAP32 TBC1D23 WWC2 SMARCC1 KMT2A DIS3L2 AAK1 IKZF1 STK38L TMCO3 TWSG1 MPRIP ZBTB39 ARID1A RETSAT FOXN3 NEXMIF ARHGAP28 ABTB2 TMEM209 JMY DPY19L1 IRX2 FBXO22 VASP TNFRSF11B FBN2 KLHDC10 PRKG1 DLX3 NUFIP2 GSE1 MBNL2 PAWR WDR89 GRM6 SORBS2 ZMAT3 BTBD10 MED1 CDK12 UBR2 PCBP2 GOLIM4 CLDN8 TBC1D8B SCAI RPS6KA2 MAL2 SENP3 PSPC1 LRRC47 ASCL1 GRPEL2 TMEM167A RET PPP1R14C TEAD3 SENP6 SSH1 MGARP TNFSF11 RCOR3 GABRB1 MYCT1 ERI1 RASSF3 MIR20A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR20A_5P PXK MINK1 AGFG1 CREB5 PCDHA2 SIKE1 HLF FBXO31 ZNF148 CAPRIN2 PLS1 FCHO2 AGTPBP1 GAB1 SLC16A9 IL6ST PRRG1 ARAP2 NEDD4L MYLIP OXR1 KLF11 ZADH2 WNK3 CXCL6 ZBTB7A PFKFB3 ANKRD13C ADARB1 URI1 KPNA3 PHC3 RPS6KA5 HTR2A SCAMP5 PURB USP28 KLF12 CHRM2 TSPAN9 VANGL1 EGR2 TGFBR2 MCHR2 FAM13A DCUN1D1 VASH2 FLT1 LAMA3 ZNF367 LZIC KAT2B LMO3 CMTR2 PKD2 MTF1 FBXL3 ZBTB20 CALD1 FGD5 SSH2 P2RX4 CROT REST MKRN1 AKAP11 CDC37L1 KIF23 U2SURP TRIM3 DENND10 ATG16L1 HBP1 ST6GALNAC3 FRS2 ARHGAP12 BCL11B SMAD5 PTPRD TMX3 TAFA1 FYCO1 ITPRIPL2 ARHGEF10 DDX5 MKNK2 SALL3 PSG3 BICC1 NR2C2 GPATCH2 SEPTIN2 TNKS2 ATAD2 FAM13C AKTIP CEP97 CD274 RUNX3 EMSY TET3 FASTK GPR63 NABP1 CNOT6 TGM2 ETV1 NANOS1 ZNF236 RBL2 GXYLT1 PBX3 DDHD1 ORMDL3 CYBRD1 LYPD6 DPYSL5 ANKRD17 CFL2 TNFRSF21 CCSAP TSG101 GABPB1 ZXDA C6orf120 MASTL PCDHA12 SRCIN1 FAM126B STXBP5 ARID4A TMEM168 PRR15 ANKH ZFAND4 RAP2C RORA PAPOLA TAGAP GUCY1A1 E2F5 PRR16 SEMA7A OSBPL5 RB1CC1 APP PFKP USP46 MEX3D OLFM3 RGMA RNH1 SALL1 ZBTB4 TRPV6 CD69 CEP120 KLHL15 MYT1L UNC80 PTHLH LASP1 EPHA5 RGL1 SUSD6 EGLN3 TENM1 SMOC2 TXNIP FSD1L ZNF652 TRIP10 PPP1R21 SLITRK2 SLC16A6 DAB2 ARMC8 FOXK2 ZFYVE26 C2orf69 RAB11FIP1 NCOA3 SRPK2 CNOT7 LRCH1 ARID4B PCDHAC2 UXS1 RPS6KA6 BAHD1 ANKFY1 SEMA4B SMAD4 GNS ZBTB18 SOX4 ARHGEF3 SPRED1 USP24 KLHL28 DNAJB9 PPP1R15B SCN1A ST3GAL1 TBC1D9 POLR3G LYST EIF5A2 SERTAD2 ARHGAP1 XRN1 ZNF2 C3orf70 AFG1L SLC33A1 ZDHHC9 BAMBI KIAA0513 AHNAK CHD5 REV3L ZBTB8A PCDHA10 ANO6 JPT1 AKAP13 UBE3C PEX5L KCNB1 EZH1 RAB5B MMP2 PXYLP1 CNOT6L PTPN3 ZNF25 UEVLD ST6GALNAC6 ABCG4 ATG2B ROCK2 CCND1 FRMD6 CERCAM RRM2 MAP11 IKZF4 RNF217 ERC1 FNDC3B ZNF704 CAPN15 CRY2 KLHL2 DENND5B STK17B FBXO48 SLC45A4 CRYBG3 GABBR2 VLDLR UBXN2A BNIP2 USP6 AMER2 IGSF10 STK38 PSD ENPP5 NRIP3 ATXN1L GPR6 HS3ST5 ZNF264 DYNC1LI2 TMEM138 KATNAL1 CNOT4 C2CD2 PLXNA1 SLMAP SLC40A1 BTN3A1 RPS6KA4 ATL3 PCDHA5 NFAT5 FBXL5 FNBP1L ULK1 CCDC71L PRR14L TRIP11 TBC1D17 PDE3B PAFAH1B1 FOXJ3 KIF3B BTG3 SACS RHOC UBE2Q2 HSPA8 RORC FAT2 SLC49A4 ADAM9 RAB22A PDCD1LG2 WDFY3 PLEKHA3 TFAM PGM2L1 ZDHHC1 KPNA2 THRA WWP2 USP31 NUP35 CTSK PCDH15 CTSA MMP24 TRDN BTBD10 RSRP1 ZNF512B SQSTM1 ZFP91 USP3 GLIS3 L3MBTL3 PPP1R3B RASD1 GNB5 SLC4A8 CORO2B ZBTB47 ARHGEF18 NDEL1 GOSR1 WDR37 FAM210A RNF128 MAPRE3 CMKLR1 F3 ELK3 PCDHA8 FJX1 TMEM64 BRWD1 MCL1 PTPDC1 MAP3K20 SLC22A23 FAM189A1 FAT4 KCNK10 ZNF597 C14orf28 CDKN1A IRF9 UNK RASL11B TMEM127 TAOK1 SERF1B SORL1 DPYSL2 FAM219B SUCO RASA2 KANSL1L DNAJC27 WFS1 CREB1 PCDHA3 DUSP2 GPR137C TAOK3 NIBAN1 SNX8 FGD4 ARHGEF11 DOCK4 ANKRD29 MYNN ZC3H12C CEP170 SPOPL LRP8 MCF2L STAT3 REEP3 FBXO21 KCNJ10 HPS5 CBLN4 RBL1 NTN4 PHLPP2 ITGB8 OSM DCBLD2 BHLHE41 CLOCK RBM12B ITGA4 IQSEC2 SSX2IP ABCD2 CAMTA1 EIF4A2 TMEM265 CNRIP1 TPRG1L DLGAP1 FZD3 IL1RAP PLAGL2 FAM117B TNKS1BP1 SAR1B NPLOC4 NBEA LIMA1 NCKAP5 UNKL PDLIM5 DNAJC16 CMPK1 RAB10 ELK4 TM2D2 ABI1 REPS2 PRDM6 GNPDA2 MAPK1 DNAL1 CPEB3 AGO1 SLC24A2 PAK5 DERL2 TUSC2 RUFY2 PAPOLB AP2B1 TMEM100 SH3BP5 CC2D1A PCDHA13 ZNF280B LHX6 HECTD2 SNX16 ARHGAP26 GRAMD1A ANKRD33B TNFAIP1 PLAG1 NAPEPLD MAP3K2 ZBTB33 KIAA1191 B3GALT2 ABHD5 VCPKMT OSTM1 ABCA1 ISM2 CSRNP3 ACSL4 FAS MFAP3L RGMB SCAMP2 PKD1 ARHGEF28 TRIM36 NPAS3 TOPORS BBX EPHA4 LRIG1 LAPTM4A TMEM25 DRD1 RAB12 NIPA1 ZSCAN20 SMOC1 MTMR3 RNF6 SAMD12 FAM102A RAPGEFL1 ZFPM2 NFIC TANC1 RETREG3 VSX1 STRIP2 HEG1 TIAM1 NTNG1 DDIAS SLITRK3 ZNFX1 RBBP7 RRAGD MAP3K14 ATP12A PCDHA11 OSR1 RETREG2 OTUD4 ABL2 NIN PRCP LDLRAP1 SCN2A MAPK4 PANX2 RACGAP1 GPR137B PCDHA7 PCDHAC1 IRF1 PTPN21 MED12L SGMS1 SPTY2D1 BCL2L11 NPAT GOLGA1 ENTPD4 TBC1D20 OCRL MOSMO CRK ZNF202 FEM1C ATG14 SH3PXD2A ZFYVE9 ZBTB21 NHLRC3 PLCB1 DUSP8 MARCHF8 PPP3R1 SYTL4 SOCS6 RAB30 ABHD2 PTGDR NEUROG1 UBE2D1 MAP3K8 LRPAP1 EREG PCDHA6 BRMS1L PITPNA LCOR HAS2 BTBD7 AGFG2 SLC46A3 ANKIB1 JAK1 ANKRD50 HAUS8 PCDHA1 PARD6B MAP10 S1PR1 FGL2 RAPH1 PGBD5 FAM199X BEST3 CHP2 RAB8B EPHA7 SERP1 MSR1 NACC2 ZBTB9 WDFY2 SLC30A7 HIF1A RRAS2 KIF26B MFN2 NR2C1 RAB11FIP5 ZHX2 NAA30 KMT2A SERF1A AAK1 NAGK MIDN LDLR KMT5B NFIB CLIP4 BMPR2 MAP7 SLC17A7 ANKRD52 E2F1 SNTB2 RCCD1 LIMK1 RNASEH2B TP73 CDC23 EFCAB14 LPGAT1 ZBTB41 PTPN4 SESN3 MAGI3 PHIP RLIM SRGAP1 NPAS2 SAMD8 VASP RASGRF2 ERAP1 MAP3K9 SLAIN2 BNC2 USP32 YOD1 KMT2B PDGFRA PCDHA4 ZNF827 PPP6C SOS1 BICD2 APCDD1 SCN2B KLF9 NEUROG2 LRRC55 EPS15L1 TRIM37 CENPQ TBC1D8B PLXDC2 STK11 PIK3R1 NKIRAS1 TMEM167A SSH1 ZNF800 SOWAHC MFSD8 CCNG2 TET1 SLC4A4 SFMBT1 PAG1 MIR9983_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9983_3P MDM4 CREB5 PAK3 AGO3 RGS5 ZNF281 MBNL3 C1RL REP15 OXR1 WNK3 CRIM1 TNRC6C MED29 CTBP2 PGR RPS6KB1 SLC39A14 DGKH C11orf54 TSHZ2 ETS1 YWHAB RPS6KA5 QKI NAA35 CNTN4 RUNX1T1 TCF4 SPIN2B JADE1 SLC13A1 NRG2 HNRNPR HDAC9 SDAD1 CACNB4 CADM1 ICAM4 VASH2 XIAP ETNK1 LRRC4C CDCA2 GRIP1 ZNF570 SEC14L1 MTF1 F2R PSD3 SORBS2 ZBTB20 UBASH3B RBMS1 MME TENM1 F13A1 U2SURP DENND10 PAX6 ELAVL4 VPS26A FBXL4 PALM2AKAP2 DAB2IP ZBTB10 MIER3 THUMPD1 KLHL32 SLC25A25 SNTN WWC1 HBS1L TBL1XR1 FOXP2 NR2C2 FUT9 CNN3 AHDC1 SUN2 EBF1 ERMN CBLB DSTYK ACVR1C CADM2 MEPE TSHZ1 SPIN2A COL1A1 ZNF426 PWWP3B PBX1 CDC42EP3 HCN1 IKZF2 FMR1 KLF7 LIMS1 GPR161 KCNAB1 FAM160B1 CBLIF REEP1 ETV1 NFIC PBX3 CTH DDHD1 LINGO2 ACTN1 JARID2 PIEZO2 LDB3 MFAP3L TIAM2 LIN54 CTC1 SCN8A ZXDA ADD3 KIAA0232 PHAX STEAP2 ARID4A WDR5B TMEM168 ARID1B IFT80 USP13 PPCS SCARA5 GRIA4 ARL10 GRM5 MBNL1 NRXN1 MAN1A2 CXXC4 BPTF ZBTB4 RBFOX1 KIF1B UNC80 TNRC6B ERAP1 TERF2 IVD CACNA1B DNAJB5 NFIB SSH2 SCML4 CERS6 WDR35 ELF1 CELF2 ANKS1B POLR3E PMEPA1 DSE GFRA2 LANCL1 ATP2B3 PRCP YPEL5 GK MATR3 PLA2G12A CTDSPL2 POU2F2 NUP50 SMAD4 NOL4 SOX4 GTF2A1 PUM1 CHRNA3 CHMP2B KLHL28 DCLRE1C SHISA9 CIB2 CDH12 RASSF6 CRB1 ACTN4 C2orf88 XKR4 FNDC5 RBAK BEAN1 PKNOX1 PRRG2 RAB3B SEMA6A CAMK4 DCAF4L1 RBMS3 KCNB1 SNRNP27 NEBL TNFRSF9 USP6NL POLR2E NEDD1 SLC25A46 NUP43 ZFHX3 KLF17 IL17RB ZNF385D LPP BACH2 SBNO1 LAMA4 ZNF704 NUS1 MAST4 PIGBOS1 DENND5B WDR59 WNT5A MAP3K13 ARHGEF10L OTUD6B MEF2A GABBR2 FAT3 CKAP4 KLHL31 ZNF516 HIC2 CAMK2N1 KANK4 ZNF678 PDS5A UQCRHL S1PR3 CLNK ITPR1 SPN CALM1 GDE1 IGIP FST NEUROD2 GNRHR SESTD1 CASP6 SLC9A7 REL RAB23 FAM155A SBF2 MAPRE1 STAT5B RUNX1 CCDC170 TCF20 CPT1A TYW1 PDCD6 DENND1B CACNG2 EIF4G3 TAB1 PCDH7 FCHO2 IGF1 TASOR2 VAMP1 TOMM40 MYCBP2 PIK3R1 ETV5 LHX2 SGCD STIM2 SLC17A6 GNAQ KCTD1 ANKRD12 MARVELD3 SMIM9 KLHL5 VGLL4 DCAF5 NCOA1 TNFSF11 UNC13D USP9X DLK1 PITPNB UNC5D IFFO2 ADAM10 PKHD1 ATF7IP ELK3 ETV6 TENT5A DAAM1 PABPC5 TENT4B MGLL C6orf47 C3orf38 ACSL4 TAOK1 ST6GAL2 ARID3A CCR6 MMP19 TRIM49C TAOK3 STOX2 ZMIZ1 TRIM49 NPEPPS MEGF11 RIMS2 MRPL44 ZFP36L1 MED26 CLOCK LMNA VCP CAMTA1 HIPK1 PLAGL2 MATN2 CSMD2 YIPF5 XIRP2 NIPBL AUTS2 MAPK1 NR4A2 FTHL17 HIPK2 MINDY2 TIAL1 HOXC10 PPP1R12A APC CELF1 G3BP1 IKZF5 COL8A1 POLH OSTM1 LRIG3 ALOX12B RGS17 APOOL GLCCI1 FKBP5 PIAS4 EP300 PRR11 CYP20A1 ZNF470 OTX1 BEND7 YIPF6 LRRC2 PTP4A1 GTF2H5 MINAR1 ZBTB34 FAM210B CCDC43 IL27RA TMEM201 ANKRD55 ZFP36L2 PCDH17 USP49 LEPROTL1 METTL2A RRAGD DUSP10 RNF165 GANC C11orf1 AMMECR1 ADCY2 CBX7 AMOTL2 SGMS1 MED12L INHBC AS3MT CNTNAP2 SBK1 MED13L CD2AP POU3F1 ATG14 TMEM65 KIF26A ZMAT2 ROCK1 GLUL VPS36 TYW1B TOX TRIP13 NRXN3 FRYL ZFHX2 FXR1 PRKCB SATB1 DNMT3A PGRMC2 RYR2 DNAJC13 UGT2B15 SIAH1 RNF217 SUGP2 GALNT1 INO80D PCLO UNC13A NEXMIF PCDH10 GK5 IFI44L KLHL24 CBX4 CEP41 ZNRF1 AKAP10 HS1BP3 VXN SOS2 PDE12 PHIP ZFP1 PHF21A CREBRF BRD3 BICD2 APCDD1 ZMAT3 RNF212B PDZRN4 CAMK1D SCAI LYRM7 TMEM245 ATRN RARRES1 OTUD7B IMPG2 HOXA5 PIGK COL5A1 ZNF462 ARL17A HAPLN1 LARP1 PHF3 MIR506_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR506_3P MBOAT2 ITPRID2 SIX4 AFF4 SELENOI ASCC2 CASP9 ARMC1 FERMT2 RELA EYA4 PLSCR3 RBM24 NID1 SLC50A1 RANBP10 CBL IL9R RBL1 PDPR MYLIP RAB27A GZF1 RSRC2 HIVEP1 ASB4 KPNA3 PALLD RFX4 CREB3L2 RAB34 RAPGEF1 SPCS2 QKI SEPTIN10 THRB SGCZ TARBP1 JAM2 ADCY9 CCDC198 ENAH DSG2 SLC13A1 MOCS1 EGR2 MANBAL MAGT1 RYR1 TFDP2 CTNND1 CASQ2 PTBP3 FRMD4B PTBP2 PAQR8 SLC35A4 LAMP2 MYORG JAG1 CPNE5 ECI2 EPHA3 TMC7 SEPSECS CAPN1 ARHGEF37 SEMA6D ANXA11 ZSCAN22 MYH10 PARP14 WTAP SMAD5 TMEM109 PTPRD DNASE2 ATP7A C9orf72 FAM71F2 DLL4 PHF8 LIF RAD54B FAM177A1 USP2 GPT2 DLX5 NRP1 NR4A1 BICC1 EML6 FAM122B SUCLG2 HTATIP2 YEATS2 NEURL1B GALNT13 TFEB SGPL1 ALG2 ABCC4 ZNF706 OVOL2 CADPS PML ITGA7 TSHZ1 LEMD3 DUSP3 HMGXB4 TPST2 SERINC2 TMEM134 GMCL1 SP1 REEP1 ZNF608 PDLIM5 LPIN1 GXYLT1 RHOQ GGPS1 TMBIM1 PIM1 PIEZO2 EYA2 PLXNA3 ATP6V0A2 SHC1 PTPN12 VPS37C SCD FMOD RALA SLC22A5 TMEM87B RIF1 RALGDS CHIC2 OSBPL11 OSBPL3 IAPP IRF2BPL PARP8 CDCA7 GRIA4 E2F5 KIF13B RASSF5 EEA1 EYA3 SRSF6 SLCO5A1 CBFB CDK13 MTR TSC22D4 PPFIBP2 ATP1A1 NFIX ANXA7 CUL5 CEBPA SUSD6 CD151 GPAM KATNA1 CC2D1B SGPP1 PLXNB2 AMOTL1 USP1 GDAP1L1 CTDSP2 EDEM1 SLC25A30 PIK3C2A GIT2 NR5A2 FRMD8 C2orf69 SVIP GPALPP1 ANKLE2 PROX1 BLOC1S6 GNAL FAM53B POGLUT1 UBQLN3 GRID1 KLHL28 KCNK2 GSN EIF3B PTTG1IP NTAQ1 PRTG ST3GAL1 APLN POLR3G ACTN4 PCDH8 CHIC1 C2orf88 SERTAD2 BCAT1 JAKMIP3 AIF1L MYH9 SDF2L1 SLC10A7 PI4K2B C1GALT1 SLC33A1 TTL NAT8L NR3C2 PRKAG2 SEMA6A NSUN2 GLRB FAR1 CD164 PHACTR2 OSBPL10 ERN1 NFATC1 LCP1 IQGAP2 SUCO CHSY1 C2CD3 CERS2 AP1M2 CRTC3 SLC16A1 MITF GNG10 ITGA3 MYADM PTBP1 DCTN4 HEBP2 TRAM2 ITGB1 TNFSF15 KAT7 SLC66A3 SCAMP2 FRMD6 LPP NAA15 PSKH1 SLC44A5 RNF217 ARHGDIA P4HA1 TBX22 ASPA PKN2 PLEKHM3 SLC31A2 EPS8 SLC25A39 CAPN2 TMEM41A ATF7 GCH1 ANXA5 MEF2A SH2B3 CGN TRIM45 TMEM104 CDH9 SERTAD3 STOM UBE2G1 TMEM248 STK38 SLC1A4 RARG RHOG ALDH9A1 UBE3A MYZAP CUX1 HADH C2orf68 FNBP1 TUB RXRA SMCO4 FLOT2 PLEC ACADVL RIOX2 PECR CHODL MORC4 SYT14 LMAN2L ATF7IP TLN1 CXADR GDAP2 JADE1 COL4A1 SLC2A13 MAPK14 ECE1 SESTD1 KCTD8 MICAL2 ESYT2 SLC25A37 RASSF8 GMFB TTC7A SLC39A9 RAB22A GPATCH8 USP14 SEPTIN9 CPNE3 PNPLA2 WDFY3 HIPK3 ZKSCAN4 HIF1AN RAD17 MYRIP CPT1A NEMP1 EGR1 PGM2 PDCD6 LRRC57 DENND1B VAT1 ETNPPL ILDR2 CDH4 TEX261 FCHO2 SNTA1 ADNP2 ERMP1 LITAF CDON PTPRZ1 TRIM49D1 MYH11 ANTXR2 SLC17A5 RNF135 FCHSD2 TOR1AIP2 SLC35G1 SGK1 LRRC1 EVI5 TMEM150A XYLT1 ARL5B PPP1R3B SH3KBP1 TMED1 KLF6 ZBED4 UNC5D STT3A IFFO2 RNF128 SBNO2 ELK3 MBNL3 NME4 OGFOD3 EYA1 THBS2 KCNK10 ZNF503 PHKA1 TADA2B PARP16 SNIP1 MTM1 PAPSS2 ETS1 KIAA1671 SCAF11 TEAD1 SERTAD4 GLI3 BMP6 PHF19 SLC35B2 GRIA3 SOX8 FLRT3 IL6R RGS9 TRIM49C LIMS1 PRLR TRIM49D2 TRIM49 RCOR1 STON2 SPOPL XKR6 YME1L1 RASGEF1A RPIA RALGPS2 NECAP2 CCDC177 FLOT1 FAM78A NFAT5 ARFGEF2 PLP2 CCDC86 QSER1 WDR44 MED26 BCL2L13 MGAT4A MTMR10 FSTL5 GNG2 AKT3 FARP1 MIB1 WIPF2 GRIA2 POC1B RAB3GAP1 CEP85L MYO1E SOGA1 SLITRK4 CHP1 FPGS MCUR1 MLXIP TWIST2 CYP2R1 PLEKHF2 ANKRD44 BACH2 APBB2 GATA6 RAB10 ELK4 PPIF HEATR1 RAVER1 STX10 TLL1 SLITRK6 CCDC89 VIM PTPN14 ENY2 PAM STK26 GLT8D1 PTPN9 SNX18 G3BP1 ABT1 CNEP1R1 GRB2 ZFP36L1 ZKSCAN8 CPD CDCP1 HECTD2 PRRX1 SNX16 ITPR3 NMNAT1 CBX2 HADHA FMC1-LUC7L2 ZWINT RAI14 PRDM13 CDK6 MAP3K2 XPO4 ABHD5 KIF2A PTPRQ WASF1 BCL11B SAP30L PAPOLG SMOX SUMF1 SFT2D2 BCL7A DMD RYR3 TMEM35B KATNBL1 ZDHHC3 FOXQ1 KANK1 MINAR1 SPTLC1 CTDSPL IREB2 TSKU ZCCHC24 SMARCAD1 LRIG1 KIF3A CDH2 CAPN6 AHR RNPEPL1 TRAF3 ARFIP1 MIGA1 RBM33 SHC3 STK35 ZFP36L2 NIBAN2 RHBDF1 GALNT10 PPM1F NFIC MYRF RNF19A ELAPOR2 PPARA RBMS3 DMRTA1 USP45 CSPP1 LRRC58 RBMS1 KIAA2013 WIPF3 IQGAP1 FURIN H6PD RRAGD TRIM48 ROR2 TJP2 GMNC RWDD4 SUGT1 SNAP29 TP53INP1 MAP3K1 GGA2 NYNRIN LDLRAP1 FSBP CLMP SLC9A9 CALCOCO1 MAPK4 THAP2 PAQR9 FA2H IPO8 GOLM2 CTDSP1 SPINDOC ALDH1L2 TOR3A SLC25A38 SGMS1 PLEKHH1 ZBTB20 LAMC1 NAPEPLD FAM78B OSBP ELL2 SNX30 EDNRB SPPL2A SH3PXD2A PDE4B ATP6V0E1 SVIL PUS10 KIF26A MYO1C UBE4A MARCHF8 ROCK1 DNAJC1 CHST1 PCSK6 ATL3 STEAP3 SLC9A2 FAM120C ULK2 VPS35 RPS6KA1 NEK6 THSD7B AKT1S1 CNKSR3 TMEM178A SLC7A14 SLC7A1 RAPH1 FAM199X KCNJ6 LCLAT1 WASF2 MAN2A1 HDAC4 SHANK2 SERP1 PGRMC2 CELSR1 RYR2 RREB1 CLDND1 TNRC6B ZMPSTE24 SLC30A7 SEC13 PPP1R13L ZNF131 SNAI2 VAMP3 ORC2 BPNT2 CYB5A SLC31A1 DYRK2 PIP4K2C KIF26B WIPF1 RAB11FIP5 GFPT2 ACSL1 LMBRD1 DMRT1 SIGMAR1 CAV1 SMARCC1 SLC15A4 DENND6A KLLN SLC16A13 RBM20 TMCO3 DDX3X TWSG1 NFIB ACAA2 TBC1D9B FKBP15 SREK1 SCAMP4 USP30 HIVEP2 SNTB2 SORD RBM47 PARD3 ARHGAP28 KLHL24 MKX B4GALT1 CCDC28A GTF2A1 NFATC2 CNTN1 EFCAB14 OSBPL8 SOS2 RYK FZD4 PTPRJ PLOD3 FAM171A1 CPA3 RAB11FIP1 ATMIN LUC7L2 RFX3 SRGAP1 IMPACT ENPP4 LIMCH1 TNFRSF11B OAF PRKG1 DLX3 PEA15 CREBRF HIPK1 UNC119B ELOVL5 ZNF219 NAP1L5 CACUL1 WNK1 TRIB3 BTBD10 GLCE TMEM184B PABPC4L GNAI1 MYO10 NCOA4 RFFL RDH10 FBXO38 AMMECR1 AMOT GCDH CHST14 ZBTB11 RAB3D RAB38 DNAJC25-GNG10 HIVEP3 CLOCK ZMAT3 RHOU WDR48 SSH1 LPCAT3 L2HGDH ANAPC7 ANKRD27 TET1 ENDOD1 GPR37 RASSF3 MIR579_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR579_3P PIAS2 AGFG1 MBOAT2 MBTPS2 NR2F2 ADAM22 SLCO1A2 PAK3 AHSA2P MC2R AFF2 LTBP1 C12orf66 NTRK2 PFDN4 BMT2 CCAR1 ELP4 IL6ST MAP3K7 CWF19L1 MBNL3 OGT STAM NEDD4L CTNNA1 NCOA5 OXR1 SETX NCOA7 IRF8 LACTB2 ABI2 DGKH CDH10 ANKRD44 QKI SH2D4B LGI1 B4GALT6 APAF1 COBLL1 AP1S2 ROBO2 PATJ KLF12 TNFSF8 SEC24B MOB1B CACNB4 PPFIA2 GLS MTDH DPP8 ARRB1 KCNN3 ETNK1 ZNF605 CNTNAP4 HSPA4L LDAH TRABD2B OGFRL1 BZW1 UBL3 PTGER3 BECN1 DISC1 GYPA CMTM4 DSC3 IPO7 ATE1 CRISPLD1 BCL11B TMED4 CMC4 GIPC2 UGT3A1 GLIS3 ZBTB10 DGKE LIF SMIM14 USP38 AQP4 HBS1L TBL1XR1 DIO2 FUT9 FAM122B BRCC3 SLC16A7 C19orf12 CADM2 ZIC3 SPC24 GOPC AK3 KLF7 SLC22A12 PPP2R3A GPM6B LIMS1 GPR160 CHM HDAC8 GXYLT1 CAPZA1 RHOQ METTL14 PRICKLE2 PRDM10 OLFML2B SH3GL3 SLC6A2 NANOG HDAC9 CCSAP ACBD5 ZFX MAEA SEM1 JAG2 GPBP1 C2CD5 PHKB GPRASP2 RIF1 CFAP91 NTNG1 TMEM200A CUL4B RABGEF1 SULT1B1 SGIP1 CTNNAL1 NCEH1 CTTNBP2NL PDP1 DBT SLC25A16 GUCY1A2 PHF20L1 YTHDF3 ZBTB4 SELENOF CLIC5 SNAP25 CA13 GDPD2 CSDE1 AGPS C8orf86 POC1B C5orf49 NFIB MDH1 SLC48A1 SLITRK2 NPY5R TMEM220 AHCTF1 FNIP1 NVL GSKIP CAV2 SLC4A4 TMF1 CTDSPL2 OR51E2 DCAF10 ACTN2 SHLD2 ZNF655 ALCAM PRTG FBXO21 WASHC5 LONRF1 TBC1D9 CHSY3 SRP19 C2orf88 ACVR2A POU3F2 NEK7 CLEC12B GNAS MKX ITGBL1 SUMF1 RAB3B EIF3J GPR34 FBXO33 PHACTR2 PHLDB2 CAVIN4 ZMYM4 IQGAP2 APBB2 NTM RAP1A LSAMP ARL5A ZYG11A MAMDC2 ZFHX3 PSMD12 VPS50 SPIRE1 CDK14 STMN3 STXBP5 ZNF347 MDGA2 ATAD1 LAMP3 RPRD1B NAA15 BACH2 BHLHB9 PJA2 ZNF704 TBX22 NUS1 PKN2 SOBP MAP3K13 DLG2 OTUD6B THSD7A CTCFL ING1 PIK3CA NAALADL2 LCP2 JRKL SPA17 ZNF713 PDIK1L PCDH18 ZFHX4 STMN2 FAT3 KLHL31 KLHL9 DENND4A PRSS37 CHODL DNAJB14 FNDC3A SAMD13 ITPR1 EAF1 NKTR CALM1 SSPN IGSF11 ATP8A1 PRELID3B OSBPL6 NSUN6 PHC1 PPM1L RMND5A RAB23 USP7 STAG2 TBC1D4 RAB22A MYEF2 SLC7A13 HOXD10 DEPDC1 TMX4 SMIM8 PLEKHA3 TMEM233 DIP2C CHRNA9 MYRIP PGM2L1 CPT1A SFI1 MORN4 ANGEL2 DMGDH SLC6A11 SKIL B3GNT5 UFL1 KIF5B PIK3R1 NOVA1 ANTXR2 GNAQ IPO9 TMEM30B MCTS1 SYPL1 NPAS3 PANK1 TPR ZNF326 DCP2 ZNRF3 SORBS1 STT3A TMEM62 FAM210A KIAA1549L ETV6 TENT5A VGLL3 LRAT TMEM135 TAOK1 TEAD1 KCNH8 NCK1 SRBD1 ATP2C1 TMEM45A LRRTM2 SENP6 RIOK2 UVRAG MEGF11 XKR6 WDR89 DENND4C SLC25A17 GLDN ARSB SRP72 QSER1 TMEM99 GCOM1 MBTD1 LRP6 ITGA4 GPHN CAMTA1 STAG1 HABP4 F5 FZD3 TANC2 OXNAD1 MAP1B ENTPD7 TULP4 NCKAP5 KRTAP4-2 PLAC8 C1orf141 TTC17 WWTR1 HIPK2 RUFY2 CDC73 APC NECTIN3 SERINC1 FAM83B HNMT COL4A3 ANKRD10 HSD17B12 ANO5 IKZF5 TMEM229A PHB NAPEPLD CDK6 NDFIP2 POLR2M XPO4 SHROOM3 PCDHA2 KIF2A INSYN2A SLC10A2 PAPOLG FAM76B YOD1 SH3TC2 YIPF6 USH2A GJA1 CALN1 ZBTB34 GNAT1 ZFP14 ZNF280C DAPP1 KLF5 SHC3 RBFOX1 TMTC3 GABPA C16orf91 LRRC19 PRPF4B BICRAL MAP4K5 PRKCB GPR180 NLGN1 EPHA3 PNPLA8 MED4 SPTLC3 LSM11 CLVS2 SQLE LAPTM5 PRPS1 TMSB4X CD2AP HOOK3 INSYN1 ELL2 AJUBA FAM98B SIRT1 GPC6 UBE4A ANGPT1 APELA DHX8 LSM8 LRATD1 TIGAR HAS2 HSF5 FRYL ANKIB1 GPC4 YPEL1 SWT1 CARD14 OMG IGSF5 BMPR1A DNAI2 MYO6 ERAP2 ARMT1 CCSER1 CCNC YTHDC2 WWC2 KIF11 RPS6KA3 SLC7A11 PYGO1 KCNQ3 CPLX4 HEY2 SNTB2 NEXMIF SORD ATP6V1C2 MMRN1 PARM1 ARHGAP28 MFSD6 PTCHD4 CNTN5 LRRTM3 OLIG3 OSBPL8 KIF4A PHIP PTPDC1 DOCK1 CD38 CAPN7 PPP1CC SRGAP1 ACSL6 ERP44 ZC3H6 RASGRF2 ERAP1 EMC6 LRRK2 SMIM15 PTCHD1 KLF9 CLDN8 HHIPL2 TMEM215 NR4A3 GABRB2 IL22RA1 DSCAML1 NARS1 CEP57L1 KCTD16 CD1B PPFIA1 ANO10 ANKRD27 C4orf17 NET1 MIR124_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR124_3P MBOAT2 ITPRID2 SIX4 AFF4 SELENOI ASCC2 CASP9 ARMC1 FERMT2 RELA EYA4 PLSCR3 RBM24 NID1 SLC50A1 RANBP10 CBL IL9R RBL1 PDPR MYLIP RAB27A GZF1 RSRC2 HIVEP1 ASB4 KPNA3 PALLD RFX4 CREB3L2 RAB34 RAPGEF1 SPCS2 QKI SEPTIN10 THRB SGCZ TARBP1 JAM2 ADCY9 CCDC198 ENAH DSG2 SLC13A1 MOCS1 EGR2 MANBAL MAGT1 RYR1 TFDP2 CTNND1 CASQ2 PTBP3 FRMD4B PTBP2 PAQR8 SLC35A4 LAMP2 MYORG JAG1 CPNE5 ECI2 EPHA3 TMC7 SEPSECS CAPN1 ARHGEF37 SEMA6D ANXA11 ZSCAN22 MYH10 PARP14 WTAP SMAD5 TMEM109 PTPRD DNASE2 ATP7A C9orf72 FAM71F2 DLL4 PHF8 LIF RAD54B FAM177A1 USP2 GPT2 DLX5 NRP1 NR4A1 BICC1 EML6 FAM122B SUCLG2 HTATIP2 YEATS2 NEURL1B GALNT13 TFEB SGPL1 ALG2 ABCC4 ZNF706 OVOL2 CADPS PML ITGA7 TSHZ1 LEMD3 DUSP3 HMGXB4 TPST2 SERINC2 TMEM134 GMCL1 SP1 REEP1 ZNF608 PDLIM5 LPIN1 GXYLT1 RHOQ GGPS1 TMBIM1 PIM1 PIEZO2 EYA2 PLXNA3 ATP6V0A2 SHC1 PTPN12 VPS37C SCD FMOD RALA SLC22A5 TMEM87B RIF1 RALGDS CHIC2 OSBPL11 OSBPL3 IAPP IRF2BPL PARP8 CDCA7 GRIA4 E2F5 KIF13B RASSF5 EEA1 EYA3 SRSF6 SLCO5A1 CBFB CDK13 MTR TSC22D4 PPFIBP2 ATP1A1 NFIX ANXA7 CUL5 CEBPA SUSD6 CD151 GPAM KATNA1 SIGMAR1 CC2D1B SGPP1 PLXNB2 AMOTL1 USP1 GDAP1L1 CTDSP2 EDEM1 SLC25A30 PIK3C2A GIT2 NR5A2 FRMD8 C2orf69 SVIP GPALPP1 ANKLE2 PROX1 BLOC1S6 GNAL FAM53B POGLUT1 UBQLN3 GRID1 KLHL28 KCNK2 GSN EIF3B PTTG1IP NTAQ1 PRTG ST3GAL1 APLN POLR3G ACTN4 PCDH8 CHIC1 C2orf88 SERTAD2 BCAT1 JAKMIP3 AIF1L MYH9 SDF2L1 SLC10A7 PI4K2B C1GALT1 SLC33A1 TTL NAT8L NR3C2 PRKAG2 SEMA6A NSUN2 GLRB FAR1 CD164 PHACTR2 OSBPL10 ERN1 NFATC1 LCP1 IQGAP2 SUCO CHSY1 C2CD3 CERS2 AP1M2 CRTC3 SLC16A1 GNG10 ITGA3 MYADM PTBP1 DCTN4 HEBP2 TRAM2 ITGB1 TNFSF15 KAT7 SLC66A3 SCAMP2 FRMD6 LPP NAA15 PSKH1 SLC44A5 RNF217 ARHGDIA P4HA1 TBX22 ASPA PKN2 PLEKHM3 SLC31A2 EPS8 SLC25A39 CAPN2 TMEM41A ATF7 GCH1 ANXA5 MEF2A SH2B3 CGN TRIM45 TMEM104 CDH9 SERTAD3 STOM UBE2G1 TMEM248 STK38 SLC1A4 RARG RHOG ALDH9A1 UBE3A MYZAP CUX1 HADH C2orf68 FNBP1 TUB RXRA SMCO4 FLOT2 PLEC ACADVL RIOX2 PECR CHODL MORC4 SYT14 LMAN2L ATF7IP TLN1 CXADR GDAP2 JADE1 COL4A1 SLC2A13 MAPK14 ECE1 SESTD1 KCTD8 MICAL2 ESYT2 SLC25A37 RASSF8 GMFB TTC7A SLC39A9 RAB22A GPATCH8 USP14 SEPTIN9 CPNE3 PNPLA2 WDFY3 HIPK3 ZKSCAN4 HIF1AN RAD17 MYRIP CPT1A NEMP1 EGR1 PGM2 PDCD6 LRRC57 DENND1B VAT1 ETNPPL ILDR2 CDH4 TEX261 FCHO2 SNTA1 ADNP2 ERMP1 LITAF CDON PTPRZ1 TRIM49D1 MYH11 ANTXR2 SLC17A5 RNF135 FCHSD2 TOR1AIP2 SLC35G1 SGK1 LRRC1 EVI5 TMEM150A XYLT1 ARL5B PPP1R3B SH3KBP1 TMED1 KLF6 ZBED4 UNC5D STT3A IFFO2 RNF128 SBNO2 ELK3 MBNL3 NME4 OGFOD3 EYA1 THBS2 KCNK10 ZNF503 PHKA1 TADA2B PARP16 SNIP1 MTM1 PAPSS2 ETS1 KIAA1671 SCAF11 TEAD1 SERTAD4 GLI3 BMP6 PHF19 SLC35B2 GRIA3 SOX8 FLRT3 IL6R RGS9 TRIM49C LIMS1 PRLR TRIM49D2 TRIM49 RCOR1 STON2 SPOPL XKR6 YME1L1 RASGEF1A RPIA RALGPS2 NECAP2 CCDC177 FLOT1 FAM78A NFAT5 ARFGEF2 PLP2 CCDC86 QSER1 WDR44 MED26 BCL2L13 MGAT4A MTMR10 FSTL5 GNG2 AKT3 FARP1 MIB1 WIPF2 GRIA2 POC1B RAB3GAP1 CEP85L MYO1E SOGA1 SLITRK4 CHP1 FPGS MCUR1 MLXIP TWIST2 CYP2R1 PLEKHF2 ANKRD44 BACH2 APBB2 GATA6 RAB10 ELK4 PPIF HEATR1 RAVER1 STX10 TLL1 SLITRK6 CCDC89 VIM PTPN14 ENY2 PAM STK26 GLT8D1 PTPN9 SNX18 G3BP1 ABT1 CNEP1R1 GRB2 ZFP36L1 ZKSCAN8 CPD CDCP1 HECTD2 PRRX1 SNX16 ITPR3 NMNAT1 CBX2 HADHA FMC1-LUC7L2 ZWINT RAI14 PRDM13 CDK6 MAP3K2 XPO4 ABHD5 KIF2A PTPRQ WASF1 BCL11B SAP30L PAPOLG SMOX SUMF1 SFT2D2 BCL7A DMD RYR3 TMEM35B KATNBL1 ZDHHC3 FOXQ1 KANK1 MINAR1 SPTLC1 CTDSPL IREB2 TSKU ZCCHC24 SMARCAD1 LRIG1 KIF3A CDH2 CAPN6 AHR RNPEPL1 TRAF3 ARFIP1 MIGA1 RBM33 SHC3 STK35 ZFP36L2 NIBAN2 RHBDF1 GALNT10 PPM1F NFIC MYRF RNF19A ELAPOR2 PPARA RBMS3 DMRTA1 USP45 CSPP1 LRRC58 RBMS1 KIAA2013 WIPF3 IQGAP1 FURIN RBM47 RRAGD TRIM48 ROR2 TJP2 GMNC RWDD4 SUGT1 SNAP29 TP53INP1 MAP3K1 GGA2 NYNRIN LDLRAP1 FSBP CLMP SLC9A9 CALCOCO1 MAPK4 THAP2 PAQR9 FA2H IPO8 GOLM2 CTDSP1 SPINDOC ALDH1L2 TOR3A SLC25A38 SGMS1 PLEKHH1 ZBTB20 LAMC1 NAPEPLD FAM78B OSBP ELL2 SNX30 EDNRB SPPL2A SH3PXD2A PDE4B ATP6V0E1 SVIL PUS10 KIF26A MYO1C UBE4A MARCHF8 ROCK1 DNAJC1 CHST1 PCSK6 ATL3 STEAP3 MITF SLC9A2 FAM120C ULK2 VPS35 RPS6KA1 NEK6 THSD7B AKT1S1 CNKSR3 TMEM178A SLC7A14 SLC7A1 RAPH1 FAM199X KCNJ6 LCLAT1 WASF2 MAN2A1 HDAC4 SHANK2 SERP1 PGRMC2 CELSR1 RYR2 RREB1 CLDND1 TNRC6B ZMPSTE24 SLC30A7 SEC13 PPP1R13L ZNF131 SNAI2 VAMP3 ORC2 BPNT2 CYB5A SLC31A1 DYRK2 PIP4K2C KIF26B WIPF1 RAB11FIP5 GFPT2 ACSL1 LMBRD1 DMRT1 CAV1 SMARCC1 SLC15A4 DENND6A KLLN SLC16A13 RBM20 TMCO3 DDX3X TWSG1 NFIB ACAA2 TBC1D9B FKBP15 SREK1 SCAMP4 USP30 HIVEP2 SNTB2 SORD PARD3 ARHGAP28 KLHL24 MKX B4GALT1 CCDC28A GTF2A1 NFATC2 CNTN1 EFCAB14 OSBPL8 SOS2 RYK FZD4 PTPRJ PLOD3 FAM171A1 CPA3 RAB11FIP1 ATMIN LUC7L2 RFX3 SRGAP1 IMPACT ENPP4 LIMCH1 TNFRSF11B OAF PRKG1 DLX3 PEA15 CREBRF HIPK1 UNC119B ELOVL5 ZNF219 NAP1L5 CACUL1 WNK1 TRIB3 BTBD10 GLCE TMEM184B PABPC4L GNAI1 MYO10 NCOA4 RFFL RDH10 FBXO38 AMMECR1 AMOT GCDH CHST14 ZBTB11 RAB3D RAB38 DNAJC25-GNG10 HIVEP3 CLOCK ZMAT3 RHOU SSH1 LPCAT3 L2HGDH ANAPC7 ANKRD27 TET1 ENDOD1 GPR37 RASSF3 MIR3680_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3680_3P TFPI2 NWD1 PCDHA2 ARNTL ZNF148 AFF2 PTPRM UBN2 AGO3 C17orf75 SATB1 CACNA1E ATP11C ZNF74 OXR1 PSMA8 ADAM19 CDC14B PGR CHL1 RPS6KB1 ANK3 ELOC CACNA1C C21orf91 ETS1 PALLD OGG1 FGF14 CGGBP1 QKI TMEM267 USP28 FAM124A SLC5A5 CNTN4 TMTC4 ATF2 RPL22 SDAD1 GALNT3 PAX2 TXNDC11 DCUN1D1 GEM VASH2 KCNN3 XIAP ST6GALNAC5 PCDHGA5 KAT2B JAG1 ZNF570 SEC14L1 PKD2 PCDHGA11 F2R PSD3 SORBS2 AURKA PCDHGC3 PPP4R4 TAGAP RBMS1 CSNK1G3 TENT5C FRS2 ZNF546 BCL11B FBXL4 CNTN5 DAB2IP THUMPD1 ITPRIPL2 SLC25A25 FSD2 HBS1L PLCB4 CPEB2 NR2C2 FUT9 MOV10 CNN3 PGRMC1 UTRN ADAM23 CCDC88A CCNF SUN2 KCNMA1 SLC16A7 CBLB CADM2 RBM41 JAKMIP3 FAXC CDC42EP3 HCN1 ANKRD36B KLF7 CEP170 ANKRD46 SMAD7 PDE7A IRAK4 NUTF2 SLC4A7 CBLIF IRX5 REEP1 NFIC HSP90AB1 CTH HACD1 LIN54 FGFR3 ABHD3 CTC1 MACROD2 RALA HNRNPK PHKB PCDHA12 NFE2L2 KCNMB2 AIDA TMEM200A STEAP2 ARID4A CDYL KDSR MICAL3 OSBPL3 IRF2BPL CDK19 IFT80 METTL9 CTTNBP2NL KCNV1 NRXN1 RB1CC1 NUDT5 C1QTNF9 FAM168B KSR1 BPTF DCUN1D5 ABCB5 CCNYL1 UBE2K TNRC6B ARFGEF3 NFE2L3 DNAJB5 NFIB ELOVL6 ATP2A2 C18orf63 EPHB1 SP8 DAB2 IRF2 ANKS1B C2orf69 DSE DUSP13 DCLK1 CNOT7 CIC ODAPH GABRA4 PCDHAC2 LRRN1 TTN ZDHHC17 PMP2 PTER PCDHGA3 CLRN1 EPC2 CNMD CHMP2B SEPTIN8 EPHA8 CAMK2A CS TFRC RAB3C SLC39A8 SOAT1 AADAT CHIC1 SERTAD2 SP3 H3-5 PI15 SPTSSB FAM13B ITGBL1 TMEM59 EDN3 NR3C2 PCDHGB5 CAMK4 PCDHA10 CHST5 RBMS3 SLC26A7 KCNB1 PCDHGB4 FBXO8 USP6NL PTBP1 NEDD1 PCDHGA9 NUP43 CRTAM PPP1R1C SLC2A12 CAPRIN1 SPIRE1 IL17RB NAA15 BACH2 MRAP RCAN2 RICTOR THADA CAMTA1 FNDC3B SLC7A6 SALL4 NRBF2 MAST4 ZBTB2 KCNJ16 DLG2 UBAC2 SLIT2 RUNX2 CRTC1 RAB30 SOX6 TNNI3K FHL5 PIP4P2 MAOA BAHCC1 CHML CCDC50 CCDC91 AMER2 RARG FAM160A1 THAP6 DEGS1 FAT3 NWD2 VSTM2A EDN1 C12orf50 UBFD1 LYSMD3 TTC37 GATM PDS5A CLNK ZNF275 MSRB3 PCDHGB3 PCDHA5 LACTB JADE1 PCDHGB6 CASP6 PRTFDC1 OSBPL6 PLXNA4 SKI GMFB WDFY3 UBE2W PLEKHA3 VEPH1 PCSK5 TYW1 SPIN4 DENND1B BEST3 SRI SHC1 PPHLN1 PCDH7 IGF1 PCDHA9 COLCA1 SETD9 C2orf15 PDCD5 PIK3R1 AGPAT5 SGCD NOVA1 TAGLN3 SLC17A6 GNAQ KCTD1 ANKRD12 KLHL5 DCAF5 CAPZA2 FLT1 DSTN MSI2 USP9X ARID1A SPTBN4 EXOC1 PITPNB IFFO2 PKHD1 ELK3 PCDHA8 TMEM64 SIX3 WWP1 DKK2 CCBE1 SEL1L PABPC5 AK5 UBR7 MGLL UNK ACSL4 ME1 PCDHGC4 TAOK1 VIPAS39 SLC2A3 MAP3K8 CCR6 PCDHA3 IGFBP1 FLRT3 PCDH19 PTCH1 SPOPL ZEB2 UBE2V2 WAPL RALGPS2 ZFP36L1 KCND2 PCDHA6 RAB33B KCNIP4 LRP6 BCL2 FOXO3 OTUD1 HIPK1 SLITRK4 SEMA6A NDUFA10 TTF1 EPB41L1 CAPZB SAR1B NBEA PTPN2 TENT4B AGFG1 ELK4 SIM2 AUTS2 PCDHGB1 LIN28B ITFG1 CDC73 ZNF703 PTPN14 APC MZT1 RBPMS2 CELF1 PCDHA13 GRB2 S1PR3 GRIK2 TNPO1 C9orf40 HECTD2 ANO5 IKZF5 GGNBP2 SPARCL1 ZDHHC2 RAI14 HOXC13 PCDHGA10 LRIG3 LATS1 TMEM43 GMFG INTS13 GLCCI1 CACNA2D1 ABCE1 PDE10A PCDHGA4 DCK NKAIN3 VPS26A BCL7A KLF13 ZNF619 LRRC2 PABPC1 TRPS1 PCDHGA2 APPL1 ZSWIM6 ATXN7 FOXR2 PATZ1 PABPC3 PCDHGA12 RNF165 GSPT1 PCDHA11 NDUFA12 MAP3K1 EPHA3 ANGPTL3 PCDHGA6 SLC9A9 CTNNA1 IL12B PCDHA7 PCDHAC1 SGMS1 NPAT TMSB4X TCERG1L PCDHA1 SLC5A12 ADRA1A ATP6V0E1 PCDHGB2 CNIH1 C16orf87 ZMAT2 NMT2 IL23R USP49 ONECUT2 VEZF1 ANGPT1 BRWD3 PCDHGB7 TYW1B C19orf54 RPF1 MEF2C MAP6D1 SYN1 TXNDC15 TBC1D19 PTPRE PRKCB NMD3 WAC PCDHGA8 TAB3 OPRM1 TLCD4 RAB8B PHF13 PCDHGA1 PATE4 PHLDA1 WWC2 LHFPL1 PPM1K CCDC9B NYAP2 AMPH KCNQ3 INO80D KCNH7 ANKRD52 HEY2 UNC13A PCDHGC5 SNTB2 FOXN3 GTF3C3 CNTNAP3B TMEM260 NFYB VCPIP1 SESN3 PCDHGA7 PDE12 PPP4R2 ENC1 XPO1 ZFP1 RASGRF2 PDS5B PCDHA4 TIGIT APCDD1 SEMA4F MFHAS1 DOC2A TAF8 KCNQ4 GABRB2 LYRM7 FPGT-TNNI3K LIN7C ZNF354C TET2 P2RY1 ARL17A SOWAHC VEGFC ANO8 TET1 PURA ENDOD1 GPR37 ERI1 PAG1 MIR664B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR664B_3P PIAS2 AGFG1 MBOAT2 MBTPS2 NR2F2 ADAM22 SLCO1A2 PAK3 AHSA2P MC2R AFF2 LTBP1 C12orf66 NTRK2 PFDN4 BMT2 CCAR1 ELP4 IL6ST MAP3K7 CWF19L1 MBNL3 OGT STAM NEDD4L CTNNA1 NCOA5 OXR1 SETX NCOA7 IRF8 LACTB2 ABI2 DGKH CDH10 ANKRD44 QKI SH2D4B LGI1 B4GALT6 APAF1 COBLL1 AP1S2 ROBO2 PATJ KLF12 TNFSF8 SEC24B MOB1B CACNB4 PPFIA2 GLS MTDH DPP8 ARRB1 KCNN3 ETNK1 ZNF605 CNTNAP4 HSPA4L LDAH TRABD2B OGFRL1 BZW1 UBL3 PTGER3 BECN1 DISC1 GYPA CMTM4 DSC3 IPO7 ATE1 CRISPLD1 BCL11B TMED4 CMC4 GIPC2 UGT3A1 GLIS3 ZBTB10 DGKE LIF SMIM14 USP38 AQP4 HBS1L TBL1XR1 DIO2 FUT9 FAM122B BRCC3 SLC16A7 C19orf12 CADM2 ZIC3 SPC24 GOPC AK3 KLF7 SLC22A12 PPP2R3A GPM6B LIMS1 GPR160 CHM HDAC8 GXYLT1 CAPZA1 RHOQ METTL14 PRICKLE2 PRDM10 OLFML2B SH3GL3 SLC6A2 NANOG HDAC9 CCSAP ACBD5 ZFX MAEA SEM1 JAG2 GPBP1 C2CD5 PHKB GPRASP2 RIF1 CFAP91 NTNG1 TMEM200A CUL4B RABGEF1 SULT1B1 SGIP1 CTNNAL1 NCEH1 CTTNBP2NL PDP1 DBT SLC25A16 GUCY1A2 PHF20L1 YTHDF3 ZBTB4 SELENOF CLIC5 SNAP25 GDPD2 CSDE1 C8orf86 POC1B C5orf49 NFIB MDH1 SLC48A1 SLITRK2 NPY5R TMEM220 AHCTF1 FNIP1 NVL GSKIP CAV2 SLC4A4 TMF1 CTDSPL2 OR51E2 DCAF10 ACTN2 SHLD2 ZNF655 ALCAM PRTG FBXO21 WASHC5 LONRF1 TBC1D9 CHSY3 SRP19 C2orf88 ACVR2A POU3F2 CLEC12B GNAS MKX ITGBL1 SUMF1 RAB3B EIF3J GPR34 FBXO33 PHACTR2 PHLDB2 CAVIN4 ZMYM4 IQGAP2 APBB2 NTM RAP1A LSAMP ARL5A ZYG11A MAMDC2 ZFHX3 PSMD12 VPS50 SPIRE1 STMN3 STXBP5 ZNF347 MDGA2 ATAD1 LAMP3 RPRD1B NAA15 BACH2 BHLHB9 PJA2 ZNF704 TBX22 NUS1 PKN2 SOBP MAP3K13 DLG2 OTUD6B THSD7A CTCFL ING1 PIK3CA NAALADL2 LCP2 JRKL SPA17 ZNF713 PDIK1L CREG2 PCDH18 ZFHX4 STMN2 FAT3 KLHL31 KLHL9 DENND4A PRSS37 CHODL DNAJB14 FNDC3A SAMD13 ITPR1 EAF1 NKTR CALM1 SSPN IGSF11 ATP8A1 PRELID3B OSBPL6 NSUN6 PHC1 PPM1L RMND5A RAB23 USP7 STAG2 TBC1D4 RAB22A MYEF2 SLC7A13 HOXD10 DEPDC1 TMX4 SMIM8 PLEKHA3 TMEM233 DIP2C CHRNA9 MYRIP PGM2L1 CPT1A SFI1 MORN4 ANGEL2 DMGDH SLC6A11 SKIL B3GNT5 UFL1 KIF5B PIK3R1 NOVA1 ANTXR2 GNAQ IPO9 TMEM30B MCTS1 SYPL1 NPAS3 PANK1 TPR ZNF326 DCP2 ZNRF3 SORBS1 STT3A RAB27B TMEM62 FAM210A KIAA1549L ETV6 TENT5A VGLL3 LRAT TMEM135 TAOK1 TEAD1 KCNH8 NCK1 SRBD1 ATP2C1 TMEM45A LRRTM2 SENP6 RIOK2 UVRAG MEGF11 XKR6 WDR89 DENND4C SLC25A17 GLDN ARSB SRP72 QSER1 TMEM99 GCOM1 MBTD1 LRP6 ITGA4 GPHN CAMTA1 STAG1 HABP4 SLITRK4 F5 FZD3 TANC2 OXNAD1 MAP1B ENTPD7 TULP4 NCKAP5 KRTAP4-2 C1orf141 TTC17 WWTR1 HIPK2 RUFY2 CDC73 APC NECTIN3 SERINC1 FAM83B HNMT COL4A3 ANKRD10 HSD17B12 ANO5 IKZF5 TMEM229A PHB CDK6 NDFIP2 POLR2M SHROOM3 PCDHA2 KIF2A INSYN2A SLC10A2 PAPOLG FAM76B YOD1 SH3TC2 YIPF6 USH2A GJA1 CALN1 ZBTB34 GNAT1 ZFP14 ZNF280C DAPP1 KLF5 SHC3 RBFOX1 TMTC3 GABPA C16orf91 LRRC19 PRPF4B BICRAL MAP4K5 PRKCB GPR180 EPHA3 PNPLA8 MED4 SPTLC3 LSM11 CLVS2 SQLE LAPTM5 PRPS1 NAPEPLD TMSB4X CD2AP HOOK3 INSYN1 ELL2 AJUBA FAM98B SIRT1 GPC6 UBE4A ANGPT1 DHX8 LSM8 LRATD1 TIGAR HAS2 HSF5 FRYL ANKIB1 GPC4 YPEL1 SWT1 OMG IGSF5 BMPR1A DNAI2 MYO6 ERAP2 ARMT1 CCSER1 CCNC YTHDC2 WWC2 KIF11 RPS6KA3 SLC7A11 PYGO1 KCNQ3 CPLX4 HEY2 SNTB2 NEXMIF SORD ATP6V1C2 MMRN1 PARM1 ARHGAP28 MFSD6 PTCHD4 CNTN5 LRRTM3 OLIG3 OSBPL8 KIF4A PHIP PTPDC1 DOCK1 CD38 CAPN7 PPP1CC SRGAP1 ACSL6 ERP44 ZC3H6 RASGRF2 ERAP1 EMC6 LRRK2 SMIM15 PTCHD1 KLF9 CLDN8 HHIPL2 TMEM215 NR4A3 GABRB2 IL22RA1 DSCAML1 NARS1 CEP57L1 CD1B PPFIA1 PLAC8 ANO10 ANKRD27 C4orf17 NET1 MIR186_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR186_5P MBTPS2 CHURC1 BTBD3 PAK3 FAM114A2 TAF1B ZKSCAN8 ELAPOR2 GOLT1B SATB1 NCSTN ITPR2 ACSS3 ARAP2 TMBIM4 ZADH2 WNK3 SLC30A7 URI1 IRF8 ATP9A RPS6KB1 VEGFA KPNA3 MIER3 DGKH PHC3 CREB3L2 AKIRIN1 DZIP1 GRIA2 PDK3 PAX5 QKI DCUN1D4 SIDT1 COBLL1 PCMTD1 RUNX1T1 CHD9 RTCA HNRNPR ZNF117 KCNH1 CNTNAP1 MOB1B BBX CACNB4 TGFBR3 ZDHHC15 FRMD4B XIAP ZC3H11A SLFN13 SPATA6 PKD2 MTF1 DYNC2H1 BCOR IFNA2 RBM28 ZBTB20 PTGER3 LUZP2 ZC3H12B CLPX RANBP3L APPBP2 EPN2 ENTPD5 ARMC3 TMEM183A AFF1 DLC1 CTSB GALR1 TBL1XR1 DHX15 NRP1 FUT8 RADX ATAD2 SAYSD1 C14orf132 FAM169A ESCO2 NCBP2 CADM2 PLCG2 ZNF706 MOB1A SUZ12 PTGDR SLK XPOT MTMR7 IKZF2 COP1 KLF7 PLSCR4 SLC4A7 ERC2 ZNF608 CHM LPIN1 PIK3CG KCNT2 CYP39A1 LUC7L3 PROSER2 LPAR5 LINGO2 PSD3 TRMT10A TRPV1 CANX PEG3 LRRC66 TMPRSS11F MYT1 AMD1 RAB6A FAM126B STXBP5 STEAP2 KDSR TMEM168 ARHGAP5 RAP2C PDE4D LARGE1 MAP4K3 MOB3B RB1CC1 MAN1A2 SLC1A2 GUCY1A2 ASTN2 CASP10 SHPRH ZNF599 SGMS2 SALL1 COL6A6 SUMO4 USP25 CAMSAP2 UBE2K TNRC6B PLS3 DNAJC8 DOCK2 FSD1L SNX2 SREK1 ART3 ASCC1 ARMC8 ABL2 FNIP1 CYYR1 NCOA3 CEPT1 API5 FKBP7 GSTM3 SNTG1 SOCS4 GABRA4 RPS6KA6 C18orf54 LRRN1 TMF1 FEZ2 RC3H1 ARHGEF38 LGALS12 WDR20 IFNA8 NOL4 DDX46 VPS13C PUM1 TSC22D2 EPC2 SPRED1 SORT1 ITGA6 RBFOX2 PACRGL PRTG ASPH PHF21B PCLO COL25A1 CHIC1 LNX1 BCAT1 SP3 NEK7 PID1 XRN1 OSBPL8 AFG1L CASK RIC1 CEP135 INSM1 CDK5R1 FOXN2 ANO6 C17orf58 FBXO33 FERMT1 PCDHB6 MON2 MCC VPS4B MATN3 KIF21A ZFHX3 KDM7A RNF2 LRP12 DISC1 MBNL2 LPP ATL2 SLC44A5 RNF217 FNDC3B PDE1C ZFAND3 ZNF710 PKN2 RC3H2 ALDH6A1 DENND5B STK17B ACER3 TIPARP OTUD6B MAP2 MCTP1 S100PBP PIK3CA CENATAC CCDC50 TSPAN31 STAU2 OPRK1 TUT4 ZNF713 PDIK1L MAP3K12 RGPD5 UBE3A RAB11B CALB1 SESN3 KLHL31 CA8 PAK2 PPM1A TCTEX1D1 PTP4A2 FAM122A DENND4A SEC62 SLC36A4 PPM1B PDCD4 PPP4R2 NFAT5 UBE2N TSR1 IGSF11 MBLAC2 SUCLA2 USP37 RAB2A PDE3B SEC63 IRX2 TCFL5 ANGPT2 PPM1L FAM120A PTAR1 UTP25 HEY1 AZIN1 STK3 PRKAR2B CPNE3 SPAST DEPDC1 PIN4 FRMD4A OR11A1 G2E3 PCSK5 DENND1B NDEL1 WWP2 PPP1CC TRHDE BCAR3 GLT8D2 GCC2 PLPPR4 LHX2 EPB41L4B MAPKAPK5 CAMLG EPC1 C5orf24 SNRNP48 TICAM2 TPR ZNRF3 NEGR1 SSBP2 DTX3L POFUT2 ZNF503 INTS2 RUFY3 GPCPD1 TENT4B PPP3CB SP4 ACSL4 MRPS10 SCAF11 UBQLN2 TEAD1 PCNX1 SHOX PHF6 ZFYVE16 ZMYM2 SENP6 AHSA2P SCN7A ANKRD28 CEP170 LRRC41 RIMS2 C8orf37 RNF180 RALGPS2 REEP3 ARFGEF1 FXR1 CRAMP1 SRPK1 WDR44 HYOU1 NR1D2 TAFA2 OAS2 DCBLD2 FAM126A KPNA1 NAA16 MIB1 PRKAA2 SLC27A6 HOXB2 HIPK1 SPECC1 CAPS2 CHP1 TARDBP ADAM8 TULP4 ZNF736 CAVIN2 COPG2 SCML1 MICU3 LRCH2 TMED7 DSPP MAPK1IP1L NR4A2 SPTLC1 CPEB3 PTH CROT TTPAL YBX3 LIN7A SYCP1 XPR1 SYNCRIP HNMT CLCA2 UBR2 SPRYD7 ZWINT CDK6 MAP3K2 TMTC1 UNC5C FAM76B PDE10A SNAPC1 TDRD15 HMGN4 MAP4 CYP20A1 NPHP3 SH3RF1 DMD CGNL1 NPAS3 FOXD1 CREBZF GJA1 FZD3 BRD1 PABPC1 TERF1 UGGT1 MANEA AHR GABRG1 ZNF699 OXSR1 FAM124B BRINP2 PPM1F ATXN7 VSX1 SLC17A8 NIT2 TMEM183B SCN9A LRRC58 SNX27 RGPD6 ARIH1 MAP4K5 TRUB1 DSEL UBE2R2 NECAB1 MAPK9 ZNF644 ZFY OTUD4 SELENOP ZXDB TMEM71 AK7 PSME4 SOX11 EXOC7 GCLM C12orf29 GPATCH2L LCORL LMO4 EIF3A CNTNAP2 PKHD1L1 LIN54 HOOK3 SPRYD3 TMEM65 SIRT1 GPC6 TOB1 RNF138 RAB21 ONECUT2 BRWD3 GBP2 RAB6D JCAD MN1 TIGAR YY1 SLC16A9 PDGFA DICER1 ZSCAN25 KIAA0408 RHBDF2 TLCD4 ACTR2 EIF2D RIC8B SERP1 BMPR1A BMP2K RYR2 MAPK1 ATAD1 SRGAP2C RIOK3 GLYATL3 SRSF12 CCDC112 SBNO1 HERPUD2 RPS6KA3 NOG CXCL13 PYGO1 VPS13B INO80D MAP7 DDX4 SHE ZBTB39 TNIK SIPA1L3 GNG12 NSD1 ZFP3 GK5 RGPD8 ATP6V1C2 CEP41 MIER1 UBR3 SLC24A2 PXDC1 ASPN PTPN4 DUSP7 PHIP HECTD2 GRIK1 PRPF38B CREBRF MCFD2 SLAIN2 PDS5B KCNC2 MACC1 SMIM15 ZMAT3 MFHAS1 KAT6A RPS3 GNAI1 SCAI COL15A1 TMEM245 KCTD16 TMEM167A LMO7DN SMG1 SYAP1 SELL WASL TRAPPC8 MEIOC CNTLN ZNF776 FOXA1 TMEFF2 GPR37 MIR181A_5P_MIR181B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR181A_5P_MIR181B_5P MBOAT2 MBTPS2 ATM PCDHA2 SIX4 SSX2IP BTBD3 SLC4A10 TMEFF1 MTURN DMXL2 NCALD ENTPD6 SRSF7 PRLR OTOGL ZNF559 GPD2 CRIM1 ANKRD13C ADARB1 BIRC6 UBE2D3 SAMHD1 DDX3X RPS6KB1 MIER3 SIK3 ETS1 PEAK1 PAX5 ANKRD44 QKI PARP11 HMBS THRB SPP1 SLC5A9 ADAM11 ADCY9 CNTN4 ENAH SOWAHA KCNH1 KLF15 PTPN22 PTBP3 SSB BOLL ETNK1 RFC1 TGFBR1 KAT2B GSE1 DYNC2H1 OGFRL1 UBL3 NAB1 TBC1D1 MSANTD3-TMEFF1 PHTF2 KPNB1 IPO7 ZNF780A ZNF140 ZNRF2 TCERG1 ADRA1A TMED4 TRAK1 C1orf109 NELFA TBPL1 RAD54B ARMC8 BRWD1 TCF7L2 PHACTR4 NR2C2 FUT9 FAM122B LNPK ZNF121 BRAP NR6A1 ZIC3 ZNF426 CEP97 AP1S3 DERL1 PPP2R3A ZNF544 TRDMT1 CREB1 PBX3 RASSF1 GABRA1 CNKSR2 USP33 PER3 MTX3 ASTN1 HOXA11 PRDM4 PNISR SCD GPBP1 MUC7 C2CD5 TMEM87B PCDHA12 IGDCC3 FAM126B STXBP5 CDYL OSBPL3 ZFP62 CCP110 ZFAND4 WSB1 TOGARAM1 RORA OSBPL2 SS18L1 E2F5 ZNF440 CTTNBP2NL GRM5 GOLGA8H LPCAT1 EYA3 PHF20L1 PHF3 YTHDF3 NCOA2 ZBTB4 IQCJ-SCHIP1 CD69 RNF34 G3BP2 KIF1B KCNQ5 LARP4 CDON UNC80 CCNK TTC39B PROX1 CLASP1 NMBR FSD1L PDE5A ATP2A2 ARF6 DEPTOR HRH1 ZNF594 AHCTF1 PAM C2orf69 GSKIP MAP3K3 EN1 ATP2B3 PCDHAC2 NKAIN2 LRRN1 ZDHHC17 TMF1 GOLGA8R RNF182 AASDHPPT BLOC1S6 LCTL OXGR1 ABHD18 KIF3A ARHGEF3 EPC2 BCLAF1 ATXN1 CHMP2B TREML4 PRTG SLC25A36 ZBTB43 RAB3C ZNF302 TRIM71 DARS1 RAD21 IGF2BP2 GHITM CHIC1 SERTAD2 ACVR2A NEK7 NAP1L1 PPIP5K2 PI4K2B TNFSF4 LIG4 NLN LCLAT1 RNF169 RLF PCDHA10 FBXO33 ZNF268 CCNJ UBE3C TCFL5 MCC PDE3A ATP1B1 TGFBRAP1 ITGA3 DISC1 MAMDC2 CHD1 HOXA1 SPIRE1 GOLGA6L4 BEND3 UBP1 RNF217 TOM1L1 FNDC3B SALL4 MS4A1 ZNF704 ATXN3 NUS1 SLC35E1 TXNDC12 KLHL2 TMEM165 PRKCD SPRY4 ZBTB2 ACER3 KRBOX4 ZNF823 SH2B3 APBA1 NAALADL2 DEK AMER2 RIMKLB LYRM1 EYS RAB3IP FAM160A1 RASSF2 ST8SIA4 NWD2 SESN3 SPECC1L CA8 GPD1L CLIP1 HIC2 TMEM131 AK9 RIOX2 ADGRB3 TNF PCDHA5 ADCY1 CALM1 UBE2B CBLB POU2F1 RALGAPB ARL5A KIF3B SLC35F3 GOT2 COX15 CPSF6 HOXD1 SMAP1 SLC25A37 RASSF8 PIAS1 ADAMTS6 HIPK3 ZNF124 ZNF700 PKNOX2 CXCL9 ANO1 AFG3L2 CPEB4 VPS41 PRRC2C ZNF584 PCDHA9 STARD4 MYCBP2 GCC2 CARM1 NOVA1 GRB10 MORC3 CALCR TNPO1 PSG11 ZFAND6 ZNF266 TESMIN CDC5L GOLGA8N SLC4A8 KLF6 PITPNB UNC5D ADAMTS5 OOSP2 DNAJA4 ZNF780B KIAA1549L PCDHA8 MIDEAS ETV6 TMEM64 PTPDC1 PLAU ZNF597 C14orf28 TADA2B HSP90B1 TRIM2 ZNF468 ATP2B2 TENT4B KMT2C HOXC8 TAOK1 AKAP6 AP1AR JADE2 CDKN3 SLC2A3 RBBP7 MARK1 PCDHA3 ETFBKMT GPR137C MGAT2 SLC38A11 NRXN1 NPEPPS CFAP161 DOCK4 ZFP90 LMO1 ZFP36L1 KCNJ10 FOXP1 QSER1 PCDHA6 MED26 NR1D2 ATP8B2 AKIRIN1 TAFA2 DCBLD2 ATP2B1 MB21D2 SRGAP2 TPRX1 SIN3B AKT3 TMEM94 BAG4 KPNA1 LRRC8D LGALSL HAO1 BCL2 CNOT2 MEGF9 PCSK1 FNIP2 XPO7 RAB3GAP1 MYO1E ASAH2B TMLHE RECK SYNPR MLXIP LRBA FGD4 PNMA2 NIPBL CCL8 AGFG1 MICU3 GATA6 PAFAH1B2 PAX9 REPS2 KLHL29 MAPK1IP1L SLITRK1 LIN28B MYBL1 PAK5 ZNF527 TBCEL CDC73 TM9SF4 KLHL42 GOLGA8Q JARID2 ZNF781 SELENOT PCDHA13 MTF2 GRIK2 CDH8 CPD IPMK PLCL2 IKZF5 TNFAIP1 PLAG1 CPOX ST6GALNAC5 LATS1 ZNF844 GOLGA8T ACSL4 PAPOLG TNS1 NOTCH4 IRS2 PRR27 FAM3C FIGN KATNBL1 LPCAT2 ZDHHC3 ZNF37A CTDSPL MUC22 BRD1 ZFP14 KCNA1 SLC12A5 TRDN RAI1 ZFP36L2 IL2 ARSJ ATXN7 MTPN SEMA4G ADAMTS18 PLEKHJ1 SYT16 PCDHA11 TBC1D14 OTUD4 ESM1 ZEB2 SLC10A7 CHMP1B FSBP NUCKS1 IPO8 YLPM1 ZNF479 HCN2 CBX7 PCDHA7 PCDHAC1 TMEM144 ASPH BCL2L11 POLQ GOLGA8J FKBP1A HEATR3 GOLGA1 ZDHHC7 PCDHA1 RYR3 NOTCH2 NAA50 SEC24C DCLK1 PDAP1 PPP3R1 RAB30 ONECUT2 AP1G1 NSUN7 UBE2D1 CPNE2 E2F7 ACAP2 CNKSR3 FBXO34 S1PR1 AGO4 BAZ2B GLS TAB3 RAB8B MAN2A1 KDM5A KLHL5 LIN28A BMP2K DNAJC13 TNRC6B DUSP6 ZNF773 EPHA4 YTHDC2 PHLDA1 KMT2A RPS6KA3 ESR1 ZNF563 AKIRIN2 TAB2 BHLHE40 CDC40 SLC7A11 NLK INO80D CECR2 HEY2 GOLGA8M LAMA1 CLVS1 USP42 NEXMIF PARM1 WDR82 MFSD6 ABTB2 B4GALT1 NIPAL4 ADO LOX OSBPL8 DCN HECA ZNF439 PTPN4 PHIP TBC1D4 GPRIN3 ATMIN RLIM ZFP1 MPP5 LIMCH1 FAM135A TNFRSF11B KANK1 APOO SIPA1L2 CREBRF SLAIN2 PDGFRA PCDHA4 MBNL2 PAWR WNK1 SACM1L ZNF189 PNRC2 MAP2K1 CDK17 ACVR2B ZIC2 NR4A3 PSPC1 CBFA2T3 SEC24A ARMH4 CCNDBP1 N4BP2 DNAJC3 PPFIA1 GIGYF1 LEMD3 FNDC3A DLG2 EXOC5 GTSE1 ZNF800 IL1A ZNF586 MIR181D_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR181D_5P MBOAT2 MBTPS2 ATM PCDHA2 SIX4 SSX2IP BTBD3 SLC4A10 TMEFF1 MTURN DMXL2 NCALD ENTPD6 SRSF7 PRLR OTOGL ZNF559 GPD2 CRIM1 ANKRD13C ADARB1 BIRC6 UBE2D3 SAMHD1 DDX3X RPS6KB1 MIER3 SIK3 ETS1 PEAK1 PAX5 ANKRD44 QKI PARP11 HMBS THRB SPP1 SLC5A9 ADAM11 ADCY9 CNTN4 ENAH SOWAHA KCNH1 KLF15 PTPN22 PTBP3 SSB BOLL ETNK1 RFC1 ST6GALNAC5 TGFBR1 KAT2B GSE1 DYNC2H1 OGFRL1 UBL3 NAB1 TBC1D1 MSANTD3-TMEFF1 PHTF2 KPNB1 IPO7 ZNF780A ZNF140 ZNRF2 TCERG1 ADRA1A TMED4 TRAK1 C1orf109 NELFA TBPL1 RAD54B ARMC8 BRWD1 TCF7L2 NR2C2 FUT9 FAM122B LNPK ZNF121 BRAP NR6A1 ZIC3 ZNF426 CEP97 AP1S3 DERL1 PPP2R3A ZNF544 TRDMT1 CREB1 PBX3 RASSF1 GABRA1 USP33 PER3 MTX3 ASTN1 HOXA11 PRDM4 PNISR SCD GPBP1 MUC7 C2CD5 TMEM87B PCDHA12 IGDCC3 FAM126B STXBP5 CDYL OSBPL3 ZFP62 CCP110 ZFAND4 WSB1 TOGARAM1 RORA OSBPL2 SS18L1 E2F5 ZNF440 CTTNBP2NL GRM5 GOLGA8H LPCAT1 EYA3 PHF20L1 PHF3 YTHDF3 NCOA2 ZBTB4 IQCJ-SCHIP1 CD69 RNF34 G3BP2 KIF1B KCNQ5 LARP4 CDON UNC80 CCNK TTC39B PROX1 CLASP1 NMBR FSD1L PDE5A ATP2A2 ARF6 DEPTOR HRH1 ZNF594 AHCTF1 PAM C2orf69 GSKIP MAP3K3 EN1 ATP2B3 PCDHAC2 NKAIN2 LRRN1 ZDHHC17 TMF1 GOLGA8R RNF182 AASDHPPT BLOC1S6 LCTL OXGR1 ABHD18 KIF3A ARHGEF3 EPC2 BCLAF1 ATXN1 CHMP2B TREML4 PRTG SLC25A36 ZBTB43 RAB3C ZNF302 TRIM71 DARS1 RAD21 IGF2BP2 GHITM CHIC1 SERTAD2 ACVR2A NEK7 NAP1L1 PPIP5K2 PI4K2B TNFSF4 LIG4 NLN LCLAT1 RNF169 RLF PCDHA10 FBXO33 ZNF268 CCNJ UBE3C TCFL5 MCC PDE3A ATP1B1 TGFBRAP1 ITGA3 DISC1 MAMDC2 CHD1 HOXA1 SPIRE1 GOLGA6L4 BEND3 UBP1 RNF217 TOM1L1 FNDC3B SALL4 MS4A1 ZNF704 ATXN3 NUS1 SLC35E1 TXNDC12 KLHL2 TMEM165 PRKCD SPRY4 ZBTB2 ACER3 KRBOX4 ZNF823 SH2B3 APBA1 NAALADL2 DEK AMER2 RIMKLB LYRM1 EYS RAB3IP FAM160A1 RASSF2 ST8SIA4 NWD2 SESN3 SPECC1L CA8 GPD1L CLIP1 HIC2 TMEM131 AK9 RIOX2 ADGRB3 TNF PCDHA5 ADCY1 CALM1 UBE2B CBLB POU2F1 RALGAPB ARL5A KIF3B SLC35F3 GOT2 COX15 CPSF6 HOXD1 SMAP1 SLC25A37 RASSF8 PIAS1 ADAMTS6 HIPK3 ZNF124 ZNF700 PKNOX2 CXCL9 ANO1 AFG3L2 CPEB4 VPS41 PRRC2C ZNF584 PCDHA9 STARD4 MYCBP2 GCC2 CARM1 NOVA1 GRB10 MORC3 CALCR TNPO1 PSG11 ZFAND6 ZNF266 TESMIN CDC5L GOLGA8N SLC4A8 KLF6 PITPNB UNC5D ADAMTS5 OOSP2 DNAJA4 ZNF780B KIAA1549L PCDHA8 MIDEAS ETV6 TMEM64 PTPDC1 PLAU ZNF597 C14orf28 TADA2B HSP90B1 TRIM2 ZNF468 ATP2B2 TENT4B KMT2C HOXC8 TAOK1 AKAP6 AP1AR JADE2 CDKN3 SLC2A3 RBBP7 MARK1 PCDHA3 ETFBKMT GPR137C MGAT2 SLC38A11 NRXN1 NPEPPS CFAP161 DOCK4 ZEB2 ZFP90 LMO1 ZFP36L1 KCNJ10 FOXP1 QSER1 PCDHA6 MED26 NR1D2 ATP8B2 AKIRIN1 TAFA2 DCBLD2 ATP2B1 MB21D2 SRGAP2 TPRX1 SIN3B AKT3 TMEM94 BAG4 KPNA1 LRRC8D LGALSL HAO1 BCL2 CNOT2 MEGF9 PCSK1 FNIP2 XPO7 RAB3GAP1 MYO1E ASAH2B TMLHE RECK SYNPR MLXIP LRBA FGD4 PNMA2 NIPBL CCL8 AGFG1 MICU3 GATA6 PAFAH1B2 PAX9 REPS2 KLHL29 MAPK1IP1L SLITRK1 LIN28B MYBL1 PAK5 ZNF527 TBCEL CDC73 TM9SF4 FKBP1A KLHL42 GOLGA8Q JARID2 ZNF781 SELENOT PCDHA13 MTF2 GRIK2 CDH8 CPD IPMK PLCL2 IKZF5 TNFAIP1 PLAG1 CPOX LATS1 ZNF844 GOLGA8T ACSL4 PAPOLG TNS1 NOTCH4 IRS2 PRR27 FAM3C FIGN KATNBL1 LPCAT2 ZDHHC3 ZNF37A CTDSPL MUC22 BRD1 ZFP14 KCNA1 SLC12A5 TRDN RAI1 ZFP36L2 IL2 ARSJ ATXN7 MTPN SEMA4G ADAMTS18 PLEKHJ1 SYT16 PCDHA11 TBC1D14 OTUD4 ESM1 SLC10A7 CHMP1B FSBP NUCKS1 IPO8 CNKSR2 YLPM1 ZNF479 HCN2 CBX7 PCDHA7 PCDHAC1 TMEM144 ASPH BCL2L11 POLQ GOLGA8J HEATR3 GOLGA1 ZDHHC7 PCDHA1 RYR3 NOTCH2 NAA50 SEC24C DCLK1 PDAP1 PPP3R1 RAB30 ONECUT2 AP1G1 NSUN7 UBE2D1 CPNE2 E2F7 ACAP2 CNKSR3 FBXO34 S1PR1 AGO4 BAZ2B GLS TAB3 RAB8B MAN2A1 KDM5A KLHL5 LIN28A BMP2K DNAJC13 TNRC6B DUSP6 ZNF773 EPHA4 YTHDC2 PHLDA1 KMT2A RPS6KA3 ESR1 ZNF563 AKIRIN2 TAB2 BHLHE40 CDC40 SLC7A11 NLK INO80D CECR2 HEY2 GOLGA8M LAMA1 CLVS1 USP42 NEXMIF PARM1 WDR82 MFSD6 ABTB2 B4GALT1 NIPAL4 ADO LOX OSBPL8 DCN HECA ZNF439 PTPN4 PHIP TBC1D4 GPRIN3 ATMIN RLIM ZFP1 MPP5 LIMCH1 FAM135A TNFRSF11B KANK1 APOO SIPA1L2 CREBRF SLAIN2 PDGFRA PCDHA4 MBNL2 PAWR WNK1 SACM1L ZNF189 PNRC2 MAP2K1 CDK17 ACVR2B ZIC2 NR4A3 PSPC1 CBFA2T3 SEC24A ARMH4 CCNDBP1 N4BP2 DNAJC3 PPFIA1 GIGYF1 LEMD3 FNDC3A DLG2 EXOC5 GTSE1 ZNF800 IL1A ZNF586 MIR181C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR181C_5P MBOAT2 MBTPS2 ATM PCDHA2 SIX4 SSX2IP BTBD3 SLC4A10 TMEFF1 MTURN DMXL2 NCALD ENTPD6 SRSF7 PRLR OTOGL ZNF559 GPD2 CRIM1 ANKRD13C ADARB1 BIRC6 UBE2D3 SAMHD1 DDX3X RPS6KB1 MIER3 SIK3 ETS1 PEAK1 PAX5 ANKRD44 QKI PARP11 HMBS THRB SPP1 SLC5A9 ADAM11 ADCY9 CNTN4 ENAH SOWAHA KCNH1 KLF15 PTPN22 PTBP3 SSB BOLL ETNK1 RFC1 TGFBR1 KAT2B GSE1 DYNC2H1 OGFRL1 UBL3 NAB1 TBC1D1 MSANTD3-TMEFF1 PHTF2 KPNB1 IPO7 ZNF780A ZNF140 ZNRF2 TCERG1 ADRA1A TMED4 TRAK1 C1orf109 NELFA TBPL1 RAD54B ARMC8 BRWD1 TCF7L2 PHACTR4 NR2C2 FUT9 FAM122B LNPK ZNF121 BRAP NR6A1 ZIC3 ZNF426 CEP97 AP1S3 DERL1 PPP2R3A ZNF544 TRDMT1 CREB1 PBX3 RASSF1 GABRA1 USP33 PER3 MTX3 ASTN1 HOXA11 PRDM4 PNISR SCD GPBP1 MUC7 C2CD5 TMEM87B PCDHA12 IGDCC3 FAM126B STXBP5 CDYL OSBPL3 ZFP62 CCP110 ZFAND4 WSB1 TOGARAM1 RORA OSBPL2 SS18L1 E2F5 ZNF440 CTTNBP2NL GRM5 GOLGA8H LPCAT1 EYA3 PHF20L1 PHF3 YTHDF3 NCOA2 ZBTB4 IQCJ-SCHIP1 CD69 RNF34 G3BP2 KIF1B KCNQ5 LARP4 CDON UNC80 CCNK TTC39B PROX1 CLASP1 NMBR FSD1L PDE5A ATP2A2 ARF6 DEPTOR HRH1 ZNF594 AHCTF1 PAM C2orf69 GSKIP MAP3K3 EN1 ATP2B3 PCDHAC2 NKAIN2 LRRN1 ZDHHC17 TMF1 GOLGA8R RNF182 AASDHPPT BLOC1S6 LCTL OXGR1 ABHD18 KIF3A ARHGEF3 EPC2 BCLAF1 ATXN1 CHMP2B TREML4 PRTG SLC25A36 ZBTB43 RAB3C ZNF302 TRIM71 DARS1 RAD21 IGF2BP2 GHITM CHIC1 SERTAD2 ACVR2A NEK7 NAP1L1 PPIP5K2 PI4K2B TNFSF4 LIG4 NLN LCLAT1 RNF169 RLF PCDHA10 FBXO33 ZNF268 CCNJ UBE3C TCFL5 MCC PDE3A ATP1B1 TGFBRAP1 ITGA3 DISC1 MAMDC2 CHD1 HOXA1 SPIRE1 GOLGA6L4 BEND3 UBP1 RNF217 TOM1L1 FNDC3B SALL4 MS4A1 ZNF704 ATXN3 NUS1 SLC35E1 TXNDC12 KLHL2 TMEM165 PRKCD SPRY4 ZBTB2 ACER3 KRBOX4 ZNF823 SH2B3 APBA1 NAALADL2 DEK AMER2 RIMKLB LYRM1 EYS RAB3IP FAM160A1 RASSF2 ST8SIA4 NWD2 SESN3 SPECC1L CA8 GPD1L CLIP1 HIC2 TMEM131 AK9 RIOX2 ADGRB3 TNF PCDHA5 ADCY1 CALM1 UBE2B CBLB POU2F1 RALGAPB ARL5A KIF3B SLC35F3 GOT2 COX15 CPSF6 HOXD1 SMAP1 SLC25A37 RASSF8 PIAS1 ADAMTS6 HIPK3 ZNF124 ZNF700 PKNOX2 CXCL9 ANO1 AFG3L2 CPEB4 VPS41 PRRC2C ZNF584 PCDHA9 STARD4 MYCBP2 GCC2 CARM1 NOVA1 GRB10 MORC3 CALCR TNPO1 PSG11 ZFAND6 ZNF266 TESMIN CDC5L GOLGA8N SLC4A8 KLF6 PITPNB UNC5D ADAMTS5 OOSP2 DNAJA4 ZNF780B KIAA1549L PCDHA8 MIDEAS ETV6 TMEM64 PTPDC1 PLAU ZNF597 C14orf28 TADA2B HSP90B1 TRIM2 ZNF468 ATP2B2 TENT4B KMT2C HOXC8 TAOK1 AKAP6 AP1AR JADE2 CDKN3 SLC2A3 RBBP7 MARK1 PCDHA3 ETFBKMT GPR137C MGAT2 SLC38A11 NRXN1 NPEPPS CFAP161 DOCK4 ZFP90 LMO1 ZFP36L1 KCNJ10 FOXP1 QSER1 PCDHA6 MED26 NR1D2 ATP8B2 AKIRIN1 TAFA2 DCBLD2 ATP2B1 MB21D2 SRGAP2 TPRX1 SIN3B AKT3 TMEM94 BAG4 KPNA1 LRRC8D LGALSL HAO1 BCL2 CNOT2 MEGF9 PCSK1 FNIP2 XPO7 RAB3GAP1 MYO1E ASAH2B TMLHE RECK SYNPR MLXIP LRBA FGD4 PNMA2 NIPBL CCL8 AGFG1 MICU3 GATA6 PAFAH1B2 PAX9 REPS2 KLHL29 MAPK1IP1L SLITRK1 LIN28B MYBL1 PAK5 ZNF527 TBCEL CDC73 TM9SF4 KLHL42 GOLGA8Q JARID2 ZNF781 SELENOT PCDHA13 MTF2 GRIK2 CDH8 CPD IPMK PLCL2 IKZF5 TNFAIP1 PLAG1 CPOX ST6GALNAC5 LATS1 ZNF844 GOLGA8T ACSL4 PAPOLG TNS1 NOTCH4 IRS2 PRR27 FAM3C FIGN KATNBL1 LPCAT2 ZDHHC3 ZNF37A CTDSPL MUC22 BRD1 ZFP14 KCNA1 SLC12A5 TRDN RAI1 ZFP36L2 IL2 ARSJ ATXN7 MTPN SEMA4G ADAMTS18 PLEKHJ1 SYT16 PCDHA11 TBC1D14 OTUD4 ESM1 ZEB2 SLC10A7 CHMP1B FSBP NUCKS1 IPO8 CNKSR2 YLPM1 ZNF479 HCN2 CBX7 PCDHA7 PCDHAC1 TMEM144 ASPH BCL2L11 POLQ GOLGA8J FKBP1A HEATR3 GOLGA1 ZDHHC7 PCDHA1 RYR3 NOTCH2 NAA50 SEC24C DCLK1 PDAP1 PPP3R1 RAB30 ONECUT2 AP1G1 NSUN7 UBE2D1 CPNE2 E2F7 ACAP2 CNKSR3 FBXO34 S1PR1 AGO4 BAZ2B GLS TAB3 RAB8B MAN2A1 KDM5A KLHL5 LIN28A BMP2K DNAJC13 TNRC6B DUSP6 ZNF773 EPHA4 YTHDC2 PHLDA1 KMT2A RPS6KA3 ESR1 ZNF563 AKIRIN2 TAB2 BHLHE40 CDC40 SLC7A11 NLK INO80D CECR2 HEY2 GOLGA8M LAMA1 CLVS1 USP42 NEXMIF PARM1 WDR82 MFSD6 ABTB2 B4GALT1 NIPAL4 ADO LOX OSBPL8 DCN HECA ZNF439 PTPN4 PHIP TBC1D4 GPRIN3 ATMIN RLIM ZFP1 MPP5 LIMCH1 FAM135A TNFRSF11B KANK1 APOO SIPA1L2 CREBRF SLAIN2 PDGFRA PCDHA4 MBNL2 PAWR WNK1 SACM1L ZNF189 PNRC2 MAP2K1 CDK17 ACVR2B ZIC2 NR4A3 PSPC1 CBFA2T3 SEC24A ARMH4 CCNDBP1 N4BP2 DNAJC3 PPFIA1 GIGYF1 LEMD3 FNDC3A DLG2 EXOC5 PRKAG2 GTSE1 ZNF800 IL1A ZNF586 MIR4719 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4719 NUDT4 AGFG1 SLC30A6 SYT17 OTP CHN2 UNC45B ZNF280D CDKL5 TMEFF1 GOLGA6L9 DMD HDX ADGRG6 CAMK2D BMT2 SLC39A10 MBNL3 CTNNA1 RETREG1 IMMT TNFAIP3 UTY CRIM1 RFX4 SLC44A1 TSC22D1 SIM1 CHD9 ACLY SNAP47 FMN2 KLF15 ZMYND8 GLS MTDH XIAP ZNF84 TGFBR1 FBXL3 OGFRL1 PSD3 ZBTB20 LZTS2 TRMT10B USP21 HS6ST2 EME1 DISC1 LUZP2 REST SLC16A10 KDM6A ZC3H12B DNER RPS27L WDFY1 ARHGAP12 EYA1 STMN1 SLC35A1 FAM91A1 TBPL1 GABRP TCF7L2 AP4E1 NR4A1 CPEB2 FUT9 SCAPER TRERF1 RADX TNKS2 MICU2 SRGAP2B ATG4C APP FAM83A FAM169A NR6A1 CADM2 MELK SPIN2A PRDX6 SPOP ZNF512 FMR1 PFKM ABI1 COP1 UGDH NABP1 FAM76A TTC39C NFYA FAM160B1 CREB1 PPP1R12A REEP1 CCDC148 HACE1 RBL2 PDE1C CACHD1 C1orf115 PRELID2 DLL1 CEBPG SYNCRIP HACD1 HNRNPA1 PRDM1 TRIM33 TRAF3 METAP1 KIAA1191 C12orf43 PLEKHB2 CAMSAP2 FAM126B KCNMB2 ARL13B SOX21 CDK19 PCDHA9 PAK5 SYT14 GRM5 EEA1 SMARCA5 PHF20L1 CEP20 ANGPTL1 OLFM3 DCTN4 IL24 EPHA5 STK26 TNRC6B AKAP13 FSD1L ELOVL6 LMAN1 ZNF652 CDYL2 JUNB TMEM255A RASSF8 MAPK9 CLEC7A EPGN SNAP91 KRT28 CREBBP ARID4B ZBTB44 HNRNPA1L2 GOLGA8A GOLGA8R RC3H1 PMP2 MAGI2 TBX5 BCLAF1 METTL15 KLHL28 NR2E1 PPP1R15B PACRGL EID2B LONRF1 GPATCH2L ZNF680 ZBTB43 C1GALT1C1 PAX5 NUP54 PCLO RAD21 COMMD3-BMI1 MAP1B HSPA13 GPM6A PAK6 C19orf47 TANC1 ADGRL4 UFSP2 TMC5 USP10 PALMD TMEM59 GPR34 PHACTR2 SORCS3 UBE3C SDC2 SLC16A1 CXCL14 PTPN3 ZFX VN1R1 CHRNA6 ABHD16A TMEM178A CWC22 CDKN1A TAL1 GOLGA6L4 EMB FRMD6 ATL2 PJA2 RICTOR PER1 WEE1 CNNM4 FGFR2 KLHL2 DSCAM SPRY4 NTRK2 CYB5R4 OIP5 RLIM C11orf95 MDM1 SS18 ZFHX4 METTL2B KIF1B GTF2H2 UHMK1 ST8SIA4 RC3H2 PPM1B S1PR3 NEDD4 STX2 NFAT5 ABCA5 ADCY1 PIGA SRSF11 CCDC71L CXADR CASC3 FGF13 RALGAPB GRM7 USP37 POGZ PPAT COX15 IDS PIK3R3 MAP2 CPNE8 AZIN1 DIXDC1 TJP1 ZZZ3 MRTFB PGM2L1 POLR1D GOLGA6D CPEB1 FAT1 MORN4 GNG2 YWHAB SLC6A14 DENND1B ADGRF4 ARMCX2 USP31 DCDC2 POGLUT3 NKX3-2 CFAP47 C16orf95 CEP57L1 HNRNPA3 TRIO MOB1B SLC17A6 CALCR GABRB2 NCOA1 HTATSF1 MSI2 TOGARAM1 MBD2 PIP5K1B GOLGA8B NPY2R VAPA SLC22A3 PDIA3 TRIM2 KMT2C SMAD2 INPP4A ARHGAP32 ADAM17 MAB21L1 TENT4A PSMD10 TLE3 LCOR POLK ZMIZ1 SPIN1 RCOR1 RBM44 WAPL PPP2R2A DDX42 CDS2 TRIB2 MED26 NUP93 LRATD2 LRP6 MIB1 LGALSL STAG1 PPP4R3A RCAN2 SLITRK4 FZD3 SYN2 MMS22L NDN PNMA2 PPP1R17 EDIL3 LAP3 DOCK10 MAPK1 CFHR1 SLITRK1 FLVCR2 LIN28B HTR2C SAMD8 SAMD4A ATP6V0B SLC28A1 TMEM164 GOLGA8Q NBN GAD1 PAN3 CHMP4B RHOB CHD2 ANK2 SPRYD7 TBC1D32 CCN1 FRY TNFRSF19 ARHGAP36 GOLGA8T CSRNP3 ABCE1 AKAP5 PHF14 PPP4R4 TAF4B GCSH CREBZF FOXQ1 ZBTB34 SMARCAD1 LAPTM4A CCNI ZNF451 RAB12 MNAT1 HNRNPD H3-3B BRINP2 CFH KATNAL1 PCDH17 TMED7-TICAM2 VSX1 NCKAP5 STRIP2 CBX5 GABPA NIT2 METTL2A LRRC58 SNX27 PRPF4B MESP1 PBX1 STRBP RABEP1 GPR180 VAMP4 SLC5A1 OTUD4 MTARC1 NIN FZR1 LRP2 CALCOCO1 ABHD13 THAP2 PPARGC1A TMEM144 PRSS12 SLC24A3 PTPN21 RFX7 SPRY1 SSPN LMO4 LRPPRC KIF16B IL1RN NAA50 CNOT6L SH3PXD2A FAM98B SVIL KIF26A PPP3R1 GLUL EXTL2 NTF3 RAB21 USP49 TTC28 KHDRBS2 CISD2 GOLGA6L10 KLHL1 LSM8 HP1BP3 MMGT1 MED13 PITPNA GOLGA6C CDK17 YPEL1 NIPSNAP2 GOLGA6B PGBD5 CTBP2 SHANK2 TMEM239 RSF1 ZNF24 CACNB4 DCUN1D5 BPNT2 NR3C1 FOXO1 CCSER1 CEMIP2 RPEL1 MDH1 DENND6A CD36 BTRC SEMA3C GARRE1 NFIB PYGO1 ZNF519 INO80D GOLGA6A TNIK UNC13A GOLGA8M HERC4 LNX2 FOXN3 NEXMIF PCDH10 MAGEH1 TSPAN7 CCDC28A MKLN1 ADAM28 ZBTB41 PEDS1 SPAST DPY19L1 LACC1 NHLH2 PPP1CC RFX3 ALG6 GPR83 RASGRF2 MCFD2 PTPRM KCNC2 PDGFRA LRRK2 LIFR FER ARID2 SMIM13 DOC2A MAL2 MLIP PRKACB ASB7 P2RY1 ZNF831 KPNA4 RET CTBP1 PPP1R14C MTMR9 HTR5A FNDC3A CCNG2 TET1 MIR4753_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4753_3P BTBD1 PRDM16 PCDHA2 CHCHD3 CRH SELENOI MDM2 UBN2 SLC8A3 HAND1 MEF2C PALM2AKAP2 RGS5 MBNL3 HUS1 MPDZ NEDD4L PRAME MCFD2 SIK3 ATG5 ZNF770 C11orf54 CHRDL1 KCNRG NLGN4X B4GALT6 VPS13C ABLIM1 CCDC14 NSL1 SPP1 KLF12 ZNF287 TNFSF8 LINGO1 TRPS1 FCRLA STXBP1 CD86 SLFN13 GRIP1 GREM2 NMD3 GRAMD1B RHOA LY75 PPP1R9A MRPL19 ZNF326 PLPPR1 EDNRB SLCO1B3 ZBTB20 PDE11A REST ZWILCH TENM1 PPP4R3A INPP5A MALRD1 GIPC2 HEATR4 IL11RA RAB7A IL17RD CNR1 GALR1 ZNF317 TBL1XR1 CPEB2 PSMB1 UTRN ATG4C KCNN3 GALNT13 ACVR1C LYRM2 SLK TRPM1 XPOT CEP97 IKZF2 TET3 YPEL2 TMEFF2 SPDYE6 PKIB PAPPA PDLIM5 DPY19L2 GXYLT1 PDE1C NELL1 SEMA6D PRDM10 KL ZFX VPS37C MYO5A LRRC66 PCDHA12 AMD1 CFAP91 KIAA1586 B3GLCT BACE1 CSRNP2 ABI3BP ZNF514 SNX14 ARID5B PDE4D RORA MTARC2 DSCAM RASSF5 NRXN1 RB1CC1 SMARCA1 GUCY1A2 PHF1 CREM PITPNC1 KIF2C NAV2 P2RY12 LARP4 UNC80 MARK2 PLEKHH2 TNRC6B PDCD6IP LRIT3 CCDC126 NDNF HRH1 NETO1 BCL11A EPM2AIP1 CELF2 GSK3B NTRK3 FYB2 PCDHAC2 GOLGA8R ANKFY1 CTDSPL2 PTER BLOC1S6 C1RL POU2F2 DDX6 FAM53B TBX5 CNOT9 SMIM10L1 TSC22D2 ST3GAL5 ACOT8 SHLD2 WDR36 RPTN PPP1R15B PACRGL STXBP3 PATL1 TRIM71 PLEKHG1 LYST AFDN IGF2BP2 KCNJ13 SP3 TLE1 POSTN AHCY KIAA1217 RPP30 MYH9 PLAA OPCML CASK SPTSSB BAMBI KIAA0513 ARHGAP24 UBIAD1 RNF169 RAB3B CHMP7 SYT4 PPP2CB PCDHA10 UQCR11 ZNF268 PHACTR2 COL11A2 PHLDB2 CCNJ IQGAP2 PRPF38A APBB2 IQUB PTBP1 CNOT1 PRKACA MLLT3 MAF KDM7A DDX31 ZNF610 CREG1 DPH3 UMPS CCND1 TET2 DTNA ZNF385D LPP PSIP1 BHLHB9 RNF217 ERC1 ZFAND3 ZNF704 CD47 POLR3B CRY2 SOBP ALDH6A1 GALNT14 TMEM165 PLEKHM3 MAP3K13 ACER3 CXCL3 RAB30 FBXO11 MEF2A ZNF80 BLZF1 STK38 GALNT2 CREG2 HPRT1 ATF6 ZFHX4 ODF2L MYZAP GIN1 ZNF99 RBM18 GDA PAK2 FLCN RNASEK SPATA19 ACSM2A TNF PCDHA5 MRPL33 DDX21 GIGYF2 ALKBH8 RGS21 MAP3K5 PARP15 SLC14A2 USP37 WDR91 ATXN7 SLC35F3 PPM1L KIF14 PLXNA4 ZNF566 SH3KBP1 OTC DIP2C GMPR2 GAS2L3 YWHAB CACNA1D CPNE6 CACNG2 FABP7 PNPT1 UBE2D2 WBP1 OGN PCDHA9 FGD6 TFDP1 ZC2HC1A THAP1 SLC38A1 KIF5B EHMT1 PIK3R1 NGB TOB2 NOVA1 MRPL9 TRIO SLC5A7 SLC17A6 TTR SYT1 LRRC1 TMEM87A TMEM30B LAMB4 NHLRC2 TMEM35A DCX GATC UNC5D ZNF682 PIP5K1B GLIPR1 ADAM10 SDHD KIAA1549L HOXA3 PCDHA8 TSPAN2 DAAM1 NUDT3 SLC9A6 CAMSAP3 CCBE1 NCOA6 PLP1 HOXC8 PAPSS2 MERTK FZD10 FAM120A ZNF90 TEAD1 OSER1 ARID3A ZFYVE16 PCDHA3 ZMYM2 SSR1 TSHR DES PTPRB KIF16B ZEB2 RBM44 RPIA RALGPS2 FAM78A WASHC4 AKIP1 GRP ACP7 PCDHA6 AIMP1 ABCD2 PRKAA2 COL1A2 CAPS2 PDZD2 PLAGL2 BNC2 MED20 NCKAP5 YIPF5 STX11 COX11 NIPBL RAB11FIP2 MFSD4B AUTS2 FLVCR2 CPEB3 FOXD4L5 COG2 PLPP3 KLHL42 GOLGA8Q CCN4 GAD1 PPP2R5B THOC2 EDIL3 PCDHA13 PLCL2 SNX1 ANO5 IKZF5 C9orf62 UTP3 TWIST1 CDK6 SENP2 GREB1 ST6GALNAC5 XPO4 PTBP3 MAGI1 TMTC1 SAMD13 GOLGA8T CSRNP3 PAPOLG MUC21 CGNL1 ELAVL1 YTHDF2 MS4A2 FBXL17 STAP1 ZBTB34 ACSM2B GPR158 ALDOB PCDH17 MEX3C SLC39A8 EPB41L5 ZNF333 TMTC3 HEG1 EHD4 LRRC58 ASH1L KITLG PCDHA11 MIPOL1 RNF213 MSL1 EXTL3 CLEC16A PCDHB12 SLC1A1 ARG2 PPARGC1A CTDSP1 SBF1 PCDHA7 PCDHAC1 LPIN2 FZD2 SGMS1 GOLGA8J SPTBN1 LCORL LAMC1 CD2AP COPG2 PCDHA1 SLC5A12 TDG NAA50 MEX3B RIMBP2 TASP1 RNF138 ALDH2 GOLIM4 USP49 SOCS6 ONECUT2 SUPT4H1 SI PIN4 LSM8 PROK2 RAD51B ZNF138 PLXNA2 CPSF6 ATP6V1C1 EPHA7 SLC7A14 RAPH1 PDGFA PATL2 RALY PDHA2 SEMG1 EIF2S1 CLDN19 CES2 VPS33A EMX2 DHRS1 RSBN1 PCDHB4 KASH5 PFKFB2 SEMA3C AAK1 FXR2 KLHL18 BHLHE40 RBM20 HEPACAM CD28 PYGO1 KCNQ3 ITSN2 ARV1 PIGN CRYBA4 CFTR HIVEP2 FAM81A RPS10-NUDT3 ARHGAP28 TMEM260 PRIMA1 USP9Y ZBTB41 FCRL4 ENC1 ATMIN TRIM8 TMEM167B TTC14 LENG8 KLHDC10 SERPINE1 RASGRF2 SLAIN2 PDGFRA PCDHA4 TMEM132C MACC1 RALB PNPLA5 KAT6A CDK12 PDZRN4 TBC1D8B WBP2 SCAI DMRT3 WNT3 DPP10 ARRDC4 POU2F1 DNAJC3 HTR5A GREM1 DGKH CXCL5 PAK1 SOWAHC KMT5B SYNJ2BP PURA MYCT1 PAG1 MIR4666A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4666A_3P ESRRG NUDT4 ARNTL SLC38A2 DMXL2 FERMT2 MACIR MEF2C NRG1 CA2 MNX1 TCF3 KLF4 MARCHF6 GABRB3 ARAP2 HOMER1 OXR1 CRIM1 TCEAL9 BDNF HIVEP1 NR3C1 DGKH PTPRE HTR2A QKI ASAP2 DCUN1D4 KBTBD2 ASB11 CCNA2 ZNF273 SGK1 HDAC9 KCNC2 OSGIN2 PTBP3 FRMD4B ETNK1 AKAP12 AGR2 TGFBR1 JAG1 ZFAND5 TDGF1 SAMD9 PSD3 BRDT SLC35A3 HS6ST2 CMTM4 HEATR5B KDM6A ZC3H12B CRISPLD1 ITM2B WTAP PAXBP1 FRS2 ARHGAP12 DYNC2LI1 UBE2H GP1BA OPA1 ARMC8 CYFIP1 ARHGAP44 WWC1 ARPP19 TBL1XR1 BICC1 ZNF615 FUT9 ZBTB14 SPTB PUM2 UTRN PAQR3 NGDN AHDC1 CCNY DOP1A PIK3R4 ZNF426 RDX AP1S3 PPP2CA HMGXB4 CNOT6 PPP1R12A EXOSC8 IREB2 PTCH1 ESF1 PDLIM5 CILK1 ZNF236 RIMKLB SYNGR3 TRAK1 PPM1A OLFML2B SH3GL3 PCNP KL PPP1R2 RABGGTB RAP2C ARID5B CDK19 SGIP1 SORBS1 MAP4K3 E2F5 SCN2A CUL2 STXBP5L DCLK3 MKLN1 MBNL1 EEA1 SMARCA5 GUCY1A2 DOCK11 IL6 CBFB BTF3L4 TLE4 USP25 TM4SF1 LMLN PDCD6IP LRRC8B NT5C2 CCDC126 PDE5A WDR35 SLC6A17 ZNF652 PPP1R21 BCL11A NR5A2 PIK3C3 DNPEP C4orf33 FNIP1 NEDD9 MBD5 CEPT1 DCLK1 DACH1 SPOCK3 ZNF585A ARID4B ZBTB44 SLC4A4 NDC1 SGO1 ZBTB18 PRDM12 GTF2A1 KIF3A SPRED1 ACTR3 ITGA6 VPS29 PPP1R15B RABGAP1 TRIM71 COG6 C2orf66 SOAT1 FBXO38 RAD21 TMOD3 PCDH8 CHSY3 HSPA13 CHIC1 NEK7 PID1 PI4K2B OSBPL9 ADRB2 MGAT4A SYVN1 FBXO33 MYSM1 SORCS3 PEX5L WIPI1 CASD1 MON2 KCNJ15 TSHZ3 CNOT6L DDX59 MRPS5 CDH20 ZFX MAMDC2 LIPG KDM7A CHD1 CCDC186 FBXO4 ANKRD49 RRM2 PABPC1L2B SFRP2 NAA15 DMTF1 RICTOR FNDC3B MAST4 NASP LCORL CFAP43 WDR3 COG5 EMP2 SLIT2 BMPR1B KRBOX4 DDX60 KCNG3 VLDLR ATRX NAALADL2 ASNSD1 TRPM7 TUT4 ZC3H4 ITGAV SLC18A2 ZNF260 YIPF4 ST8SIA4 PPP3CA HMGCR DCAF6 CLIP1 UBFD1 ETS2 TMTC4 LYSMD3 DENND4A GSK3B FNDC3A SLC25A53 RILPL2 NKTR SMURF2 ULK1 GDAP2 FREM2 IRS1 SLC2A13 RALGAPB KLF2 RAB2A FAM227A PAFAH1B1 FOXJ3 DAGLA PPM1L PTAR1 MCL1 TRGC1 PPP6R3 PRPF8 SEPTIN9 TCF20 TMX4 PDCD2 FGF2 THAP12 SH3GLB1 KLF10 PPP2R5C PSD2 SLC6A14 ZNF521 MECOM TBCA FAN1 GBP5 ATP6V1H RAB3GAP2 MYCBP2 ATP6V0A4 UBE2W GNAQ COL19A1 SYT1 LRRC1 MPP6 MCTP2 BRF2 BICD2 KLF6 MBD2 DMXL1 RAB28 DCAF7 SMARCE1 WDR37 F3 EIF2B3 GOLM2 PTPDC1 VAPA MOB4 SCAMP1 ZNF597 GTF3C4 POLR2K KMT2C HOXC8 INPP4A TAOK1 LONRF2 TEAD1 YTHDC1 LSM14A SELENOK ZMYM2 MFSD14A SENP7 TAOK3 STOX2 PCDH19 PNISR SCN7A ID4 ZC3H12C SLC12A8 SRSF1 MRPL44 MYCL RASGEF1A HSPE1-MOB4 FANCM ANK3 IL23A ITGB6 CBLN4 WBP4 FSTL5 CLOCK LRP6 AKT3 ACSL3 CAMTA1 EIF4A2 MYO1E FZD3 TANC2 NBEA TRIM63 MMS22L HHIP RAB11FIP2 RAB10 ABI1 EDIL3 ABCC5 BASP1 CROT LRRC7 MALT1 SOGA3 MAP9 PSIP1 LIN52 RASEF PAN3 CSTA RAP1A MED14 WDR72 HECTD2 BMS1 FYTTD1 PLAG1 HEATR5A TMEM132B RFX1 LRRCC1 TAF13 NF1 ADM LATS1 HOXA9 SNAPC1 HEMGN CREB3L1 TRAF3IP1 CREBZF GOLPH3 BRD1 TERF1 TMEM161B DRD1 AHR CEMIP2 CEP76 GPR158 PNPLA4 GABRG1 TMEM196 KLF5 SOX6 C10orf88 ZFPM2 NCOA2 HSF2 IFNW1 MTPN TMTC3 BTAF1 LIN9 FOXR2 APLF PLPP6 ARIH1 ARRDC3 CEP44 ID1 NLGN1 ZFY SLC4A5 ADH5 LRP2 KRR1 PREX2 FA2H FBXO43 USF3 MARK1 NAA16 TMEM170B RFX7 TMEM39A PLEKHH1 KCNJ3 LMO4 ZDHHC21 LRPPRC RHEB B3GNT2 GRM3 HOOK3 IRX3 PRDM2 ZC3H11A EBF3 GPC6 TOB1 RNF138 WDR7 TTC6 SLC5A7 ITCH ROCK1 SOCS6 VEZF1 HERC2 EREG CPSF6 FBXO34 GDPD1 EPHA7 PHACTR4 YY1 KIAA0408 HDAC4 SERP1 ATAD5 BPNT2 TBRG1 FOXO1 SBNO1 AAK1 PPM1K CSMD1 ZNF85 BMPR2 VPS13B MTRR FLT3LG TNS3 HIVEP2 STRIP2 GTF3C3 CNTN5 MSTN NFYB RNF115 STRN SOS2 KRAS UBN1 PHIP DOCK1 CD38 PLN NAA25 MSANTD2 ZNF160 BAZ1B ZC3H6 NUFIP2 CREBRF ERAP1 BNC2 SOX9 PALLD PPP6C MSRB3 NEUROG2 NPY WDR92 ACVR2B CADM1 GRHL3 AMMECR1 SCAI ZNF136 GRHL1 KPNA4 USP34 SMG1 AKAP9 PIKFYVE TMEM87A CDS1 RFK LRRC4 USP12 ZNF800 FGF7 CCNG2 FOXA1 PURA GPR37 MIR126_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR126_5P CD84 ESRRG PIAS2 NWD1 MDM4 CHURC1 EDA2R CHST7 ZKSCAN8 UBN2 CASP9 HOXA13 CCDC32 TMEM41B C17orf75 GNE RGS5 NRG1 MBNL3 DBNDD2 NDUFS1 DNAJB4 CDC14B NCOA7 DICER1 RGR COA8 C21orf91 RFX4 B4GALT4 TERB2 MCTP1 GMPPB HSD11B1 FAR2 THRB NAT1 ARL13B CLEC1A LRCH2 RINL C22orf39 TGFBI GABRA5 MCHR2 IAH1 DCAF13 TRPS1 CACNB4 SNRPN PPFIA2 ZDHHC15 PAX2 KCNN3 TGFBR1 KAT2B TBC1D15 WASHC3 MOG SHISAL1 ZBTB20 RFTN2 SEMA6D GRIK1 CSF2RA PTPN20 RGS4 DLG1 CCL28 CTBS PLIN1 ELAVL4 SLC6A15 KIRREL1 DLL4 MR1 ODR4 GTF2F1 PDZD8 FUT9 CSF1 UTRN EFR3A EBF1 SLC16A7 ZNF33A RBM41 FAXC VWA8 GINS1 IKZF2 HMGXB4 ETV1 KBTBD6 PDLIM5 CILK1 DPY19L2 AK2 AMFR GASK1B JARID2 GABRA1 LIN9 FAM111A KMT5A PLCB1 KL SETBP1 TRMT10A C8orf44-SGK3 PTPN12 ZNF33B GPBP1 STX17 PHKB DGKI PRXL2A C5orf34 ITGB6 CFAP91 STEAP2 NFIA TRDN CCP110 CDK19 RORA SPATA2 CDCA7 RASA2 KCNV1 LONRF3 MLPH FPGT GUCY1A2 METTL17 RAB31 TSC22D4 P2RY12 SLC19A2 WASHC4 HPN IL7 SGPP1 MDH1 TMEM182 JPT2 CELF2 FSIP1 ABCD3 EPGN ODAPH HPS5 NCAN ST8SIA3 GABRA4 VPS13C ZBTB18 DTD1 ZNF687 AMACR CAMK2A CHST11 CA1 HPSE PMS1 SCEL CHIC1 PGC CCDC149 LTN1 PI15 CASK ANTXR1 TNFSF4 CAMK4 EIF3J TMEM33 UBE3C C2CD4A PEX5L KCNB1 SSBP3 ADGRG2 FAM8A1 TSHZ3 A2ML1 GGT6 ARL5A NUP43 TRMT9B FAM168A CHMP5 GRM8 SLC2A11 TET2 PROCR LPP PREX2 RP2 TUBGCP4 BDH2 ENOX2 F9 SPRY4 KRAS MAP3K13 LRRC3B SLIT2 RAB30 SOX6 SLC41A2 CNOT4 SGK3 MED11 OCLN QPRT CTNNA3 TRIP6 USP10 SH3BGR GSK3B FXN S1PR3 ADGRB3 MSRB3 SLC25A53 NFAT5 GRIN2A ABCA5 RSPO3 COMMD2 SAMSN1 ZDHHC20 TCP10L2 KLHL7 CPEB4 MAPK10 MBLAC2 AP3B1 SF3A1 NDUFAF3 IDS KIF14 PPP6R3 TRAF6 SLC49A4 FRMPD4 ADAM9 PRPF8 MYEF2 CHRNA5 USP14 SPAST TMX4 UBE2W PKHD1 RECK GOSR1 MAT2B PRKCA PDE7B DENND1B TBCA PCDH7 DCDC2 LUC7L2 WDHD1 PRAMEF1 ANTXR2 NOVA1 RXFP1 HYDIN HMCN1 PNLIPRP3 PEX13 GABRB2 LETM2 JPH1 NXT2 MORC1 FABP3 NHLRC2 ARID1A BICD2 DLK1 PLAG1 HOXB6 UNC5D EXD2 NEGR1 ZNF10 KIAA1549L TTF2 ADCYAP1 SLC26A7 HOXC8 ADH4 EPS15 NFXL1 SP5 ZNF135 SENP7 PATE1 TAOK3 NIBAN1 INAFM2 PHF23 CNTN1 OSTF1 BCAP29 FBXO6 FAM78A ZNF695 AIMP1 VPS13A CALHM1 KRT78 LRRC8D C5orf47 EIF4A2 HOXB2 SOGA1 CCR1 SLITRK4 CYS1 PCBD2 MMP16 MMS22L CAVIN2 SMCHD1 XIRP2 IFI44 ELK4 PPIF REPS2 ZIC5 EGFL6 SRD5A3 DYRK2 MINDY2 ZNF703 PAN3 SRFBP1 RWDD4 HNMT GRB2 GRIK2 HECTD2 FMC1-LUC7L2 MAP3K2 ERICH4 ZNF333 PRAMEF13 LARP4 FGG SYNPO2 EPOR PWWP2A CYP7B1 PNRC1 YIPF6 PPP1R10 HSPB8 ZBTB7C DHX35 ELAVL3 AHR DAPP1 MEX3A HOXB5 PSMA1 INPP5D DMBX1 ARSK UGT2B17 TNFAIP8L3 DKK1 ZIC1 PPARGC1A TEP1 AHCTF1 CCDC186 SULT6B1 HERC3 TCHH LDLRAD2 CD2AP PPP1R1C TMEM65 WFDC13 THAP3 BLZF1 BRWD3 MGAT3 EREG LRRC74B SETD9 FRYL SHISA3 SLC7A14 TANK FAM199X TLCD4 MEF2D MSR1 NACC2 PTGS2 ACAN C6orf136 BPNT2 UBA3 RSBN1 RTN4RL1 MFAP4 SRSF12 ATP8B1 PRAMEF14 COLEC12 KMT2A DENND6A CREB1 PRAMEF2 NLK GPSM1 WDR64 FNDC9 MMRN1 LRRTM3 CCDC13 VCPIP1 ZBTB41 PTPN4 TRIM8 TRPC5 COL11A1 CALCB MAN1A1 MACC1 KLHL32 RABL3 VWC2 GLE1 ARID2 PF4 ERGIC2 CUBN ACVR2B CALHM3 ZIC2 ARL11 WNT3 PGAM4 L3MBTL4 GLYAT QRSL1 KPNA4 SYT10 POFUT1 FGD2 UHRF1BP1L USP12 L2HGDH TECPR2 FGF7 GET1-SH3BGR MIR548Y http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548Y GUCY1B1 ADAM22 SIX4 TCF12 CHST7 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MBNL3 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 RAD54B DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH SCN3A RO60 SLC4A7 GPSM2 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 FAM111A GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA SGIP1 TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A DCUN1D5 CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 SERBP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 SH3BGRL ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB POU2F1 CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 PIWIL3 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 ONECUT2 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 CLVS1 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR4668_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4668_5P CREB5 ZSCAN30 CASTOR2 C12orf66 FLRT1 ELAPOR2 DLG3 CAMK2D GAB1 DNMT3B MEF2C AGO3 PALM2AKAP2 HDGF ATP11C TCEA1 FN1 MARCHF6 BTBD11 PDPR REP15 CTNNA1 WNK3 CRTAP PGR RBPJ NR1H3 LARS1 KPNA3 ABI2 PCM1 DGKH ZNF770 CACNA1C ZNF518A ZKSCAN3 ZDHHC18 AMER1 THRB ANKRD50 HCCS RCC2 KLF12 SRA1 CHRM2 LBH GABRA5 AGER ZNF3 TFDP2 TRPS1 BBX CADM1 MCM8 ZDHHC15 PTBP3 YWHAZ GEM ETNK1 CHTF8 TGFBR1 PLA2G4D TDGF1 TRABD2B EPHA3 GDNF SHISAL1 ZBTB20 SH3D19 CORO2B CMTM4 PPIL1 MKRN1 PPP1R12B MRAS ST6GALNAC3 CNOT7 PTPRD IKZF3 AFF1 COL6A3 SAMD4A BDKRB2 RAD54B GP1BA NRSN1 FSD2 USP38 SINHCAF DNAJB14 ARHGAP44 TBL1XR1 UNG GPATCH2 ACVR1C CADM2 RPL22L1 FAXC LCMT2 TGIF2 LHX9 XXYLT1 CCNG1 PAPPA POM121 PDE1C RIMKLB HOXC9 LYPD6 PLA2G7 ISL1 PPP1R2 ZFX ASTN1 HNRNPA2B1 MYO5A KIAA0232 SET TLK2 COG6 FAM126B BACE1 KDSR ZNF670 RABGEF1 PRLR VTI1A NFIA ARHGAP5 STAT1 RORA SGIP1 ROR1 GAS7 PAPOLA GRM5 MOB3B EEA1 EYA3 BTF3L4 ENY2 TMEM132D KLHL15 DPPA5 PTN VAPB ARFGEF3 MAML2 INTS6 PROX1 ARFIP2 ROCK2 SPRY1 TOMM20 SLITRK2 EPM2AIP1 PMPCB CELF6 DACH1 FKBP7 GSK3B CDH1 PERP RC3H1 RSPO2 SMAD4 ZBTB18 GSPT1 CDH3 KLHL28 VCL TRIM71 ANKRD6 LYST CDV3 CADM3 ZFP69 RBM14 SRSF2 RPP30 XRN1 TMEM59 DIRAS3 GTDC1 RBMS3 IL18BP PHACTR2 CCNJ UBE3C IQCK ZMYM4 NTM LPXN CBX5 MIER1 KANSL1 ZFHX3 FBXO4 RNF2 UBXN7 SLC6A11 OSBPL1A TXLNB ZNF547 BTN3A3 RICTOR ANGEL1 POM121C PRR23B SHOC2 MAST4 YWHAG MRPL10 DSCAM TRIP12 SLC31A2 DLG2 THSD7A CDC42 MEF2A SLC25A6 ALKBH6 ZNHIT6 CCDC50 SEPTIN11 SNRPF SS18 AC012236.1 ENPP5 ZFHX4 KMO ALKBH5 GEMIN2 CTNNA3 KLHL31 MED30 RBM18 ATXN7L3B CCDC97 KATNAL1 DUSP19 SEC62 DCLK1 TIGD3 FNDC3A LMBRD2 NFAT5 FNBP1L GIGYF2 CALM1 COLGALT2 MCPH1 POU2F1 ATP6V1G1 FCHSD1 MICOS10 FGA PPM1L KCTD21 SLC5A3 ANOS1 CTPS2 GATAD2A PGM2L1 CD164 PABPC4 SLC10A7 PPP6C PBX2 BEST3 PCNT SLC39A12 USP31 PPP1R3A CD48 PRIM2 TMPRSS15 SHTN1 ZFP91 TRIO NINL GNAQ COL19A1 TNPO1 CNNM3 RAG1 TMEM67 XYLT1 MIEF1 SMIM12 PPP1CB MSI2 ZNRF3 SPICE1 TXNL4B KIAA0040 RALGAPA1 TENT4B SMIM21 TMEM127 EIF4A3 ACSL4 PCNX1 FAM53C SRBD1 NAPG ZFP28 ZNF492 ZMYM2 CCNT1 CREBL2 DTNA PCDH19 SLC1A2 TCIM MYO5B HAUS5 KIF16B RASGEF1A C5orf51 QSER1 MED26 CLRN3 DCBLD2 LRP6 PPP3CC MASP1 GLRX3 SLC30A1 HAO1 ATG10 FZD3 PLAGL2 MPZL2 TULP4 CD300E OTULIN UBE4B ELK4 ZNF277 SLITRK1 NEMF TBCEL SOGA3 ZNF703 CEACAM7 TTPAL TM9SF4 PTPN14 TM9SF3 CHD2 ZNF606 AK9 MAP3K2 ANXA2R LATS1 SLC12A2 APOOL PCGF3 SNAPC1 KCNE4 PNRC1 FGFBP3 MS4A4A KRTAP4-1 ZNF544 GJA1 ELAVL2 EMX2 DNAH12 TMEM25 EFNA5 ZSWIM6 STAM2 MEX3C ZNF695 CCDC82 TIAM1 DUSP4 SNX27 ARIH1 PAK1IP1 VANGL2 GPR180 BAZ2A AMMECR1 FSBP KMT2D ADAM30 MTPAP HDGFL3 FRMD3 SLC25A38 CCDC186 MED12L ATP2B4 PTPRT LCORL TMEM200B ZNF365 HOOK3 DIPK1A TMEM65 WDR43 GPC6 USP49 ENAM BRWD3 LSM8 SUMO2 SLC9A2 F2RL2 JCAD RBMX SPOCK3 THSD7B PRKAB2 SLC7A14 RWDD2B DICER1 FAM199X ZNF124 CFAP53 RIC8B ZMPSTE24 LATS2 BPNT2 WIPF1 DENND6A AAK1 HDDC2 TMCO3 NFIB NPTX2 POU5F2 INO80D ZBTB39 PIGN MTRR ENTPD3 CDX2 GK5 TSPAN7 ZNRF1 RNASEL PLBD1 CLASP2 NCAPD3 PTPRJ YES1 RNF44 MAGI3 LACC1 CAMKMT DR1 ZC3H6 NUFIP2 GRM6 ZMAT3 POU3F4 SHB ACVR2B AUTS2 ANXA9 TRNP1 PIGK ZMYM6 DOCK3 EXOC5 RP1 MFSD8 NEK9 MYCT1 MIR551B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR551B_5P ATM OCIAD1 AFF4 TMEM170A SSX2IP TCF12 MDM2 ZEB1 FCHO2 CBX3 GGACT TENT2 ERBIN UCHL5 NRN1 C1orf112 GABRB3 NDUFA5 RSBN1L RETREG1 BIRC6 UBE2D3 ALG13 DCAF17 RPS6KB1 NR3C1 MIA2 KPNA3 ARL4A MIER3 DICER1 PHC3 ZNF770 UBE2E2 CUL3 SLC44A1 TERB2 QKI VPS13C PRPF40A SYTL2 A1CF CHD9 ARL13B ENAH MCM10 RAB18 RINL SLC35F1 MTDH DPP8 PCDH11Y MAP3K7CL TBC1D15 JAG1 EPHA3 PPP1R9A ZBTB20 SECISBP2L SLC35A3 SSH2 HEATR5B MBD2 RMI1 CLPX PLIN1 RBM12 GIPC2 FAM91A1 SAMD4A RAD54B IL1RAP CNTN1 ARMC8 STX16 GALR1 CEBPZOS MKRN2 ARPP19 PCID2 LTA4H SLC6A15 AKR1C3 FUT9 ZBTB14 COX7A2L SEPTIN2 IRF2BP2 CCNY PXN CADM2 TSHZ1 FAXC NARS2 CEP97 MYLK CENPK LIMS1 UBXN2B SLC4A7 ETV1 LIMCH1 CILK1 ZNF236 CAPZA1 NRG3 GASK1B PER3 MTX2 PPP1R2 DPYD DPY19L3 ZFX TRMT10A MTX3 GABPB1 NOX4 SCD ZXDA FGFR2 TC2N TMEM47 ECT2 ARHGAP5 ANKH RAP2C DPY30 PRR16 PARPBP MAP4K3 ERCC4 MBNL1 SRSF6 SMARCA5 GUCY1A2 ASTN2 BTF3L4 ZNF805 CUL5 KLHL15 USP25 AGTR1 RAD51B SLA2 MARK2 LRRC8B ASB8 TOMM70 PROX1 PCDH11X MEIS2 FSD1L SGPP1 ATP5MGL PRKAA1 ARF6 CDYL2 HRH1 NETO1 MGAT4B MGAT1 STIMATE CIP2A SP8 SRRM1 RASSF8 LARP4B FSIP1 TNFAIP8 ALCAM STAC CREBBP BAHD1 ZBTB21 UBA5 IGF2BP3 SNX10 C12orf56 ACTR3 SLC17A4 KLHL28 NCKAP1 NR2E1 PPP1R15B MYO1H SGPP2 PAX5 EIF5A2 PCDH9 RFX3 TRAK1 GPM6A XRN1 PKNOX1 NLN DTWD2 FGF9 TMEM33 ZMYM4 NHS IQGAP2 PXYLP1 FBXO8 GNG10 DDX4 CDH20 RDX SESN1 ZNF610 TRPV3 TAT CDK14 LPP RICTOR FNDC3B DCAF12 SLC39A9 RAB11A TM4SF4 HSD17B7 ACER3 EPS8 BARD1 NAALADL2 DMP1 CENATAC BNIP2 UBE2G1 ZFHX4 ITGAV FAM160A1 TRIM9 PIAS2 HIC2 TASOR MPPED1 HECW1 ZNF638 PPP4R2 DNAJB14 GOPC CCT2 YBX1 PCNX3 AP3M1 USP37 CLINT1 EPB41L3 PPM1L CECR2 CPSF6 CLDN11 HEY1 STK3 MYEF2 HIPK3 HOOK1 SLC30A4 TMX4 THAP12 GOSR1 FGF12 MYCN CPEB4 FAT1 NEMP1 SLC10A7 SMC2 PPHLN1 PCDH7 ADNP2 PAH SLC27A1 NADK2 MOCS2 EPB41L4B NOVA1 COL19A1 CCDC93 KLHL5 CDC5L MPP6 FLT1 SLC9A4 PANK1 TMEM35A NEGR1 CEP350 SCAMP1 GALNT7 WDR26 VGLL3 SEL1L MMP21 YTHDF1 TIMM10B TSPYL1 UBR7 SMAD2 SHOX FAM120A GREB1 SORL1 SUCO MAB21L1 NUDT16 MARK1 NBEAL1 NRXN1 MYO5B ZC3H12C WAPL C6orf58 RALGPS2 KCND2 MYO1D NR1D2 C5orf22 CLOCK LRP6 SAT1 FOXO3 PPP4R3A PEX3 COL1A2 RNF11 TMLHE TRAPPC9 YIPF5 PLAC8 IREB2 MICU3 ITGA2 EDIL3 TP53TG3 SLC4A10 SP100 ESPL1 CPEB3 ERO1B NCOA7 GFPT1 PELO CCN4 BTBD7 MAGEB4 CCDC88C CPD ANKRD10 ANK2 RNF5 MAP3K2 PHF20L1 TMEM132B CDC14A DCX BEND4 DPH6 DHRS2 CASZ1 ADAMTS19 EP300 YOD1 RAB2A RALBP1 SH3TC2 SDK2 MTMR6 DMD YIPF6 ELAVL1 NUP160 FBXL17 GTF2H5 ZBTB34 FZD3 PABPC1 KCNA1 IL26 NHLRC3 PLCL1 GABRG1 PCDH17 MEX3C ZCCHC14 ELAPOR2 BTAF1 CSPP1 SNX27 RBBP7 PABPC3 SEC23A SYT16 STRBP AFAP1 HSD17B6 CYP3A5 FSBP TP53TG3D MSL2 HNRNPU ST13 CBX7 USF3 RND3 SOX11 TMEM170B LSM11 SPTY2D1 ADH7 KCNJ3 ZDHHC21 ATXN10 EIF3A ATAD2B NALCN FEM1C ELL2 NAA50 GABRG3 RAP2A TTC28 TRAPPC10 ONECUT2 ANGPT1 BRWD3 CPE PROK2 PFKFB2 KIAA1210 CNKSR3 PARD6B S1PR1 SLC7A14 SERINC3 GLS LRRC40 SHANK2 SERP1 MLLT10 RSF1 FUBP3 PHLPP1 BPNT2 SLC31A1 MAP3K13 CCNC ZHX2 ENPEP TP53TG3B ESR1 AAK1 SLC7A11 UHRF2 TWSG1 CLDN22 BMPR2 KCNQ3 GALNT1 INO80D TLR1 BSN LNX2 SPATA2 RERE ANO3 NUP42 SMC5 TBC1D23 ZBTB41 PTPN4 PHIP NUDT11 TRIM8 PPP1CC SCML2 SERPINE1 NUFIP2 SLAIN2 MBNL2 MAN1A1 STON1-GTF2A1L NEUROG2 MMAB RECK SCAI ZBTB11 TMEM245 KLRC3 SF3B1 CHORDC1 LIN7C NARS1 IGF1 ZNF354C TET2 GRPEL2 TMPO ALDH1A1 CAB39 DGKH ZC3H18 EXOC4 COG3 ATP5MG FOXA1 PURA MIR548BB_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548BB_5P GUCY1B1 PARD3 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 MPHOSPH8 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB POU2F1 CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 PIWIL3 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 CHORDC1 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 ONECUT2 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR548AR_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AR_5P GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 DUT GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 RASGRP1 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB POU2F1 CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 FGF12 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 PIWIL3 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 FAM117B KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 ONECUT2 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 CSTF2T HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ANXA2 ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 LET_7C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7C_3P NUDT4 CREB5 NR2F2 AFF4 TMEM170A PUS7 M6PR ZNF148 MNT FERMT2 MEF2C ERBIN CUL2 ELOVL7 TP63 NID1 KLF4 OTOGL COL4A6 ZBTB7A ADAM19 HIVEP1 CHL1 RALGPS1 ANK3 NR3C1 MIER3 ABI2 AKAP1 RXRA AKIRIN1 RAB11FIP3 ICE2 UBE2E2 CUL3 SCAMP5 SPRY2 TSC22D1 MECOM KDM2B CHRM2 GABRA5 KCNMA1 BBX CRMP1 DCUN1D1 BMI1 SPATA6 GRIP1 ZFAND5 C2orf74 FBXL3 COX10 CTHRC1 SORBS2 GDNF PLPPR1 GCLC UBL3 LZTS2 RAP1B TRMT10B HS6ST2 PHTF2 CSNK1G3 PGAP1 PARP14 BCL7A ZC3H12B PTPRS RBBP6 MEMO1 GLIS3 RNF139 MORF4L1 LRRC15 STX16 SINHCAF ARHGAP44 WWC1 UBR5 TCF7L2 CPEB2 KLHL14 ZNF26 GPR171 CDKN1C CADM2 REV1 FAXC KCNA2 DOCK9 ZNF417 PPP1R9A TSHZ1 CEP170 MLLT10 COQ8A YPEL2 PPP2CA EXOSC10 HMGXB4 FAM160B1 SP1 GPR1 JARID2 SETBP1 GDF6 FBXL16 GABPB1 ATRNL1 CYRIB TRRAP MRPL11 ZNF559-ZNF177 STAT2 ORC4 LMNB2 CDYL CDH11 TMEM47 ZNF587 SNX14 RORA ARID1B HTR7 FZD1 MAP4K3 LMBR1 ZMYND8 STXBP5L PHF2 ZNF219 CD55 DCTN2 RBM27 HOXB7 DNM1L CMIP BPTF COL13A1 CDK13 CCN3 AGTR1 MYT1L MRPL49 UBE2K EPHA5 PLS3 SUSD6 GPAM DNAJC8 AKAP13 IRF6 MT1X CDYL2 PCGF5 BCL11A DAB2 BAZ1A POLR3E UAP1 MBD5 SLC44A3 ELOVL5 DACH1 LRCH1 CITED2 ARID4B NCAN CTDSPL2 UBE2F RAPGEF2 SOX4 PUM1 GRID1 CYFIP2 NR2E1 SMC6 FBXO21 PPP1R8 EIF5A2 FMN1 PCLO RAD21 COMMD3-BMI1 SERTAD2 SP3 GPM6A TANC1 PTGER3 SLC10A7 ADAMTSL1 GNAS DCUN1D3 ANTXR1 CHD5 PRKCE RNF169 JADE2 GLRB PLK1 ZNF268 CASD1 RPL29 GRHL2 HEPACAM2 GTF2H3 NEDD1 TCEANC JMJD1C RDX ZFHX3 GRB10 ZNF12 SEPTIN7 AP3S1 LRP12 P3H2 MBNL2 FUBP1 RCAN2 ZNF704 SEC11A ADNP KRAS CXCL3 DIDO1 SLIT2 DMD RUNX2 ALX1 MCTP1 SOX6 SH2B3 CYB5R4 KIAA2026 GABBR2 CXCR4 FGF18 CASP3 UBE2G1 RIMKLB TMEM248 CLK4 ELL ZFHX4 GPR6 TLK1 RSL24D1 NAMPT CUX1 SEC24D EMC8 HS3ST5 TGFBRAP1 HMGCR COQ10B PUM2 ZNF638 SETD1A CSPG5 AMMECR1L CLDN23 CLDN12 NKTR RAB40C DTWD1 TMEM106B SEC63 SLC20A2 EIF4B SCYL1 SNRPB2 TOP2B CDC42SE2 ZNF674 ARHGEF26 PPP6R3 WARS2 BMP2 SPAST WDFY3 RGPD3 UBE2W MRTFB DIP2C TFAM PDIA5 PPP2R5C CCL2 GTPBP1 E2F3 CAMK2D PRRC2C SKIL SUMO3 PCDH7 MRPS21 ATP5MD GNPTAB PDK1 GCC2 PRKG2 ETV5 SERPINE2 CEP57L1 PDE4A TRIO ATP13A3 ANKRD12 RPS3 L3MBTL3 DYRK4 FABP3 NPAS3 KNTC1 GLI2 ZNF10 ADAM10 ADAMTSL3 MAML3 MAP3K20 PDIA3 PALD1 RRM2B NCOA6 KMT2C RASL11B SUN1 TSPYL6 TAOK1 SERTAD4 PDZD7 TRIM43B SCAF8 SOX8 PPP3CA ZMIZ1 DOCK4 XRRA1 MEGF11 RIMS2 GNB4 ARFGEF1 C1QL1 ARFGEF2 RBL1 POF1B C5orf22 MBTD1 LIX1L NAA16 ZBTB44 NFKBIA SAT1 DFFB PRKAA2 STAG1 HOXB2 OTUD1 PEX3 RANBP9 RARB SLITRK4 AXIN1 SIX1 BRD4 RBBP5 NBEA THBD CSMD2 HMGN1 TRIM63 KMT5B GNAI1 BACH2 SLC25A12 RAB10 ELMOD2 AUTS2 ABCC5 ZIC5 STAT5A RAB5C MYBL1 FLI1 AICDA SLC24A2 ZNF703 GPHN SEC24A METTL3 PPP1R12A PAN3 BTBD7 HAT1 TAL1 FAM83B SNRPD1 CDH8 AMIGO2 HECTD2 RERGL NAP1L4 E2F4 FMNL3 CELF5 TAF4 MAP3K2 ZBTB33 HERC1 ZZEF1 CSRNP3 FAM76B KLHDC1 EBF2 PDE10A PSMG2 HSPD1 EP300 PIAS3 ELAVL1 ARID4A PPP1R10 NEDD4L GJA1 SOX2 LRIG1 DNAH12 CEMIP2 ZNF451 RAPGEFL1 ZCCHC14 ATXN7 SLITRK5 ST7 BTAF1 CLK2 IBSP ASH1L PAK1IP1 ATP6V1B2 NECAB1 NEO1 ZEB2 MED4 TDO2 HNRNPU NUDT21 SOX11 TMEM170B SUFU HMGCS1 GOLGA1 ZDHHC21 ATAD2B TCERG1L NALCN HOOK3 EIF4ENIF1 EOMES KSR2 EBF3 SIRT1 GNA13 KIF26A SRSF4 EBF1 PPP3R1 KHDRBS1 DNAJA2 RAB40B SUMO2 VRK1 MITF MAP3K8 RIC1 PIM3 PPARGC1B IWS1 SHOC2 PARD6B FLRT2 TAB3 PGRMC2 RMC1 NPTN ATP1B3 CACNB4 ATAD5 KIF13A ZNF384 FOXO1 R3HDM1 CYB5RL RRP1B GTPBP2 SNX25 ZHX2 FOXJ3 COLEC12 SMARCC1 DENND6A SCUBE3 SLC7A11 NLK ITM2A ADCY6 CSMD1 NYAP2 ITGB1 FOXF1 PTPRB MBNL1 ARHGAP11A ENKD1 ARID1A GNG12 HIVEP2 NSD1 GK5 PTPRC SLC25A4 IL17RD BMP7 ABTB2 DCLK2 JAZF1 VCPIP1 SIN3A PHIP MOB1B LMTK2 TRA2B PPP1CC KMT2E PHLDA3 TNFRSF11B SIPA1L2 CREBRF SLAIN2 BNC2 SMURF1 PRR12 FAM91A1 SLC6A6 SCRN1 KLF9 EPS15L1 KAT6A GLCE GOLIM4 PDZRN4 ZIC2 NR4A3 FBXO38 GABRB2 SF3B1 DSCAML1 ASCL1 HECW2 KPNA4 TCF21 LRP1B GRIN3A PPP1R14C ZNF675 TTLL5 LRRC4 USP12 GBX2 EXOC4 FGF7 HAPLN1 ISCU RASSF3 MIR548AD_5P_MIR548AE_5P_MIR548AY_5P_MIR548B_5P_MIR548D_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AD_5P_MIR548AE_5P_MIR548AY_5P_MIR548B_5P_MIR548D_5P GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 MPHOSPH8 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB POU2F1 CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 PIWIL3 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 ONECUT2 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR548AK_MIR548AM_5P_MIR548C_5P_MIR548H_5P_MIR548O_5P_MIR548AU_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AK_MIR548AM_5P_MIR548C_5P_MIR548H_5P_MIR548O_5P_MIR548AU_5P GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB POU2F1 CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 PIWIL3 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 ONECUT2 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR548O_5P_MIR548W http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548O_5P_MIR548W GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB POU2F1 CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 PIWIL3 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 ONECUT2 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR144_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR144_3P PRDM16 NR2F2 CASTOR2 SSX2IP SLC4A10 ZNF148 ZEB1 FZD6 ARNTL2 SLC20A2 CEP68 ERBIN FN1 OTOGL GRIK3 GPD2 ATP5MC2 NIPA2 TFAP4 ETS1 PCDH20 BCL9 CGGBP1 NKX3-1 GCNT1 PURB ANKRD28 BRPF1 HNRNPF PPP2R2D FMN2 FUCA2 VANGL1 LRCH2 BBX ETNK1 BHLHB9 ZNF367 TGFBR1 ZNF570 FBXL3 CDH5 GPR176 SUV39H2 SEMA6D SLC35A3 PRKD3 AKAP11 SMAD9 FAM222B ADRA1A APPBP2 EPN2 CDV3 RBMXL1 STARD8 RAD54B CWC27 TTN USP38 SINHCAF TBL1XR1 BICC1 SEPTIN2 SUCLG2 THAP5 CCDC88A CADM2 AGMAT ABI1 CEP170 TMSB4Y ACYP2 EIF4G2 LIMCH1 GRHL3 GXYLT1 PBX3 PLA2G4A TEK DLG5 ZNF571 SYNCRIP GABRA1 KL ACBD5 ZFX MTX3 IMPA1 GABPB1 C8orf44-SGK3 PDE8A AXIN2 ST3GAL6 SCN8A NFE2L2 FAM126B CDYL DST ARHGAP5 ZFAND4 RAP2C PDE4D CAAP1 TOGARAM1 FOS CAV3 UBE2V1 GRM5 MBNL1 RNF111 MED6 APP SMARCA1 RGMA GRID2 SALL1 C19orf73 TBC1D9B PTHLH EPHA5 RGL1 STIL IL7 SGPP1 SREK1 CCNT2 KIAA1217 HTRA3 KIF2A CXCL12 PMPCB SNAP91 TMF1 ZBTB21 GNA13 PRICKLE1 ZBTB18 HDHD5 KIF3A ATXN1 CDK8 AEBP2 ZC3H12A NCKAP1 SCN1A SLC25A36 POLR3G PLEKHG1 RASSF8 NCF2 EIF5A2 AFDN NSMCE3 TBX1 RFX3 E2F8 MYOCD NEK7 PI15 NRK MGAT4A SORCS3 IL15 ADAMTSL3 ATP1B1 TSHZ3 SETD5 VKORC1L1 STRN3 MTOR ANKS1A CCDC186 CAV2 SPIRE1 SLC66A3 TET2 NAA15 BACH2 BEGAIN PREX2 WEE1 ZNF704 YWHAG SOBP WDR3 ACER3 BMPR1B MEF2A SH2B3 KIAA2026 NETO2 SGK3 EXPH5 UBE2G1 APLP2 SS18 PCDH18 ZFHX4 ZNF260 ZNF207 MAP3K4 SNX13 RASD2 CNOT4 POMP FBXW11 SLMAP GBE1 FNDC3A PEDS1-UBE2V1 ITPR1 GOLGA7 DTWD1 EPB41L2 IGIP FST SUCLA2 PDE3B PAFAH1B1 REL DIXDC1 NAV3 ARPP21 RUNX1 MYEF2 STC1 SON SLC25A3 CCDC85A HIPK3 TJP1 MRTFB MYCN ANO1 PRKRA GRIK4 SLC45A3 BCLAF3 KPNA2 NEK6 CACNA1D LDLRAD4 UBE2D2 PCDH7 FGD6 LRP12 KCNMB2 ZC2HC1A THAP1 ANTXR2 TRIO MORC3 PTEN LRRC1 TNPO1 XYLT1 ZCCHC2 FLT1 MSI2 TNFSF11 PANK1 USP9X ARID1A EXOC1 ADAMTS5 IFFO2 ADAMTS17 SHISA6 RASGRF1 MAML3 FAM174A MOB4 TSPAN12 FAT4 ZNF597 ST18 LRAT ATP2B2 MSX1 SP4 MAFK ALDH1A3 LSM14A RIN2 SLC44A5 MAP3K8 FBN1 FLRT3 LCOR CPEB2 NOS1 TRIM44 PTCH1 ZC3H12C ACBD7 SPOPL MCF2L PPP2R2A HSPE1-MOB4 QSER1 CDKN2AIP NR1D2 TFB1M DCBLD2 ATP2B1 KPNA1 FAHD2B FAM98A STAG1 MEGF9 MXRA5 MYO1E RARB SLITRK4 SEMA6A GATA3 BNC2 LPGAT1 NRP2 RORA VLDLR BBC3 CTTNBP2 NID2 XIRP2 MYBL1 UTS2B RASEF ZPBP2 HAT1 MED14 CAMTA2 SELENOT PTPN9 S1PR3 TP53BP2 GRIK2 EZH2 PRRX1 ARHGAP26 DDX58 SPARCL1 CALCRL ABHD17B MAP3K2 ZNF181 MAGI1 ARHGAP42 NDST3 NF1 ABCA1 INSYN2A SLC12A2 C2orf49 RGS17 APOOL ABHD17C GLCCI1 ACSL4 FAM76B CACNA2D1 ACBD3 SH3TC2 PNRC1 TBX18 EFEMP1 GJA1 MINAR1 ZBTB34 SLIT3 ZFP36L2 FMR1 STAM2 TMTC3 BTAF1 CXCL11 HDHD2 PPP1R16B KCTD10 DDIAS KITLG AFAP1 ARHGAP18 MAPK9 CRBN OTUD4 ANGPTL3 FSBP SCN2A SLC1A1 MED4 MAP7D1 IPO8 HNRNPU ALDH1L2 MARK1 KLRC4 UCK2 MED12L BCL2L11 ZDHHC21 LRPPRC SMARCA4 ATAD2B IDH2 TRIB1 ZC3H11A FEM1C GDF10 ERO1A UBE2A EBF1 ROCK1 PPP3R1 IQSEC1 ONECUT2 AP1G1 SOCS7 SLC15A5 UBE2D1 MMGT1 MED13 SPATA5L1 SHPRH BAZ2B DIMT1 TAB3 FAM199X KCNJ6 NACC2 BMPR1A SLC30A7 KIDINS220 DYRK2 MAP3K13 SLC7A11 TGIF2 NLK KCTD4 NYAP2 NT5DC1 GALNT1 INO80D NPY1R HEY2 GNG12 USP42 SNTB2 GK5 ERBB4 CBX4 MFSD6 MAPK6 UBR3 FZD4 PTPN4 ADAMTS3 HVCN1 MEIS2 ELAVL2 IMPACT WIF1 FBN2 DR1 ZC3H6 CREBRF MAP3K9 SLAIN2 PDS5B CEP55 POU4F2 NPTX1 BICD2 PPTC7 LIFR SACM1L ARID2 EMP1 CNTN3 CLDN8 FBXO32 ZNF827 CACNB2 PRKAA1 SEC24A ALS2 WWTR1 PIKFYVE MTMR9 TRAPPC8 EXOC5 ZNF800 CCNG2 PURA MIR548AB http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AB GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 GTF2I PRKAG2 REV3L SUMF1 DTWD2 IKZF2 ZBTB8A DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B FBXO22 SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B SCAI ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR548AS_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AS_5P GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 IKZF2 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 CLCN4 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB POU2F1 CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR1250_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1250_3P CHURC1 SIX4 SLC38A2 ELAPOR2 HOXA13 ADGRG6 CABLES1 PALM2AKAP2 HMBOX1 MBNL3 RPAP3 NCOA5 OXR1 NDUFS1 TMOD2 MCFD2 RPS6KB1 NR3C1 ARL4A DICER1 C21orf91 ICE2 GNPAT ANKRD44 QKI NBR1 COBLL1 A1CF CNTN4 PCMTD1 CHD9 KLF12 NCAM1 LIPA LBH HNRNPR TMTC4 HDAC9 TFDP2 TRPS1 CACNB4 OSGIN2 UBA6 PTBP3 CCDC47 AKAP12 CDK2 SPATA6 TGFBR1 GREM2 BIN1 ZNF75D SGCD ERICH1 PSD3 PPP1R9A ZNF326 ACSL6 PLPPR1 CALD1 PGAP1 ARHGAP29 IPO7 ATE1 AKAP11 ZNRF2 ADRA1A SMAD5 IL17RD DGKE FAM20B RFTN1 BICC1 FUT9 PUM2 GUCY1A1 KCNMA1 SLC16A7 GALNT13 ACVR1C PIK3R4 ZNF274 MOB1A FAXC IKZF2 CAST ANKRD46 GPM6B TASOR LIMS1 CNOT6 TRDMT1 CREB1 GXYLT1 RHOQ SFSWAP RIMKLB CACHD1 PRDM10 VCAN LIN9 NTRK2 PRDM1 ZKSCAN1 NIPA2 RNASE4 TMEM158 PNISR AMD1 STXBP5 ATP1B4 PRC1 INSIG1 SGIP1 FAM171B HTR7 PELATON CHPF2 IPPK SSMEM1 GUCY1A2 DCUN1D5 NAV2 GAPT KLHL15 KCNQ5 LARP4 RRN3 VIT FFAR4 PDCD6IP VAPB SNX2 SGPP1 SREK1 ZNF652 SLITRK2 RERE LARP4B NFASC ARID4B GABRA4 ZFAND6 ZMAT1 IPP SLC4A4 PERP TMF1 EBAG9 MACROH2A1 ZSCAN16 IGF2BP3 LAMTOR3 MYOZ1 DIO1 CHMP2B POGK DNAJB9 TFRC CHIC1 BCAT1 PICALM ZNF138 OSBPL8 YAF2 PLCXD3 USP10 SAXO1 FLACC1 MMP8 LPL SYT4 GPR34 TMEM33 RBMS3 DIAPH3 SORCS3 RBL2 DCUN1D4 IQGAP2 SDC2 APBB2 YWHAQ SLC6A4 MLLT3 RBM11 CCDC186 NAP1L3 MAB21L3 AMBRA1 ATG2B FUBP1 IFNG RCAN2 CA5B TOM1L1 ENOPH1 ZNF704 ATXN3 NUS1 SCNN1G RAB11A FBXO48 OTUD6B SOX6 KLRC2 ZBTB33 CNOT4 AMER2 GEMIN8 ISCA1 VAMP4 SS18 MACROH2A2 SLC18A2 FAT3 HERC4 PKDCC SESN3 CTNNA3 TCTEX1D1 PDS5A SLC36A4 PPP4R2 PPM1E ATL3 RC3H1 GRIN2A CALM1 ZDHHC20 EML4 FRK IRS1 KNDC1 RPGRIP1L TRIP11 TMEM106B PAFAH1B1 POGZ ATP8A1 EIF4B TM4SF18 RMND5A FAM120A WARS2 ALDH1A2 TBC1D4 PRKAR2B FRMPD4 USP14 ADAMTS6 AQP11 UBE2W PLGLB2 MYRIP MYCN PGM2L1 OR11A1 G2E3 FOXP2 SCEL DENND1B KIAA0040 SKIL B3GNT5 TBCA PCDH7 C8orf34 IGF1 FGD6 BTBD10 MYCBP2 SHTN1 KIF5B PA2G4 AGPAT5 C18orf25 TOR1AIP2 CTLA4 TNPO1 C5orf24 TTC7B CLEC2A ITK TIA1 MCTP2 DSTN PANK1 CREM PKIA ZNRF3 RAB27B DNAJA4 ARF4 KIAA1549L DAAM1 ZNF597 VGLL3 TRIM2 GPCPD1 BRD1 ERBB4 UBR7 N4BP2 TMEM135 EPHA2 EVA1A TEAD1 PDE1A DNAJC27 SSR1 PTPRB STON2 SPOPL ZEB2 MAGEB3 ARFGEF2 TFB1M AMZ1 LRATD2 RAB33B GNG2 TBP CLOCK AKT3 LGALSL TRMT12 HAO1 CAMTA1 SLC1A3 NKX2-1 FAM117B LPGAT1 PSMC2 SMCHD1 GNAI1 RAB11FIP2 TBL2 JADE3 MFSD4B HEATR1 ZIC5 CPEB3 PRH2 GRAMD1C SRD5A3 YBX3 FKBP1A CCN4 PAN3 SPCS3 RBPMS2 NECTIN3 PDE12 SMIM20 CDCP1 RAB11FIP4 COL8A1 TMEM229A TRMT5 SEMA5A CDK6 MAP3K2 CDC14A CPOX LRRFIP1 TENM4 TMTC1 NDST3 SLC12A2 SLC10A2 CSRNP3 PAPOLG ABCE1 EBF2 MFAP3L OMA1 CYP7B1 NKAIN3 PHF23 STK17A RBM19 KRT6A ARL3 EFEMP1 LPCAT2 BOD1L2 PDIK1L NIPA1 CNGB1 EFNA5 SAMD12 IMPG1 UBE2K PCDH17 SAXO2 GABPA FANCF DOK6 CLDN16 FUCA1 ATP6V1B2 PRKCB ESM1 SRSF10 PRSS8 C1orf43 CLTC THAP2 FAM214A ST13 PTPN21 SGMS1 SQLE GPATCH2L LMO4 ZDHHC21 RAB4A HOOK3 SLC5A12 ELL2 MEOX1 ATG14 CNIH1 RNF138 UBE4A RAB40B TRAPPC10 ONECUT2 CISD2 PTGFR NEUROG1 LSM8 ZNF512 LRATD1 ARMC3 CDR2 HOXC4 CCDC82 PRKAB2 CST8 RAPH1 SLC35F5 ING2 SMAD6 CLHC1 TLCD4 RAB8B BMP2K PLG KCNA4 RSBN1 CCNC RIOK3 CENPC SRSF12 ZNF518B PHLDA1 FAM102B AAK1 FEM1B ZNF81 BMPR2 KCNQ3 TNKS NPY1R OGFRL1 RPAP2 ARHGAP11A TRHR ZBTB39 SNTB2 NEXMIF PCDH10 RBBP8 MMAA BMP7 SRSF2 ZBTB41 PTPN4 MAGI3 PHIP LACC1 MOB1B BRDT RLIM SCARA3 LNPK ZC3H6 PDS5B ZMAT3 CLDN8 PLGLB1 SCAI POU2F1 KPNA4 RIF1 CAB39 KRT6C ADSS1 EXOC5 L2HGDH ALG1 MYCT1 MIR548A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548A_5P GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 RASGRP1 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 FGF12 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 PIWIL3 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 DPH6 LATS1 PAPOLG SFT2D1 ACBD3 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR548AQ_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AQ_5P GUCY1B1 ADAM22 SIX4 TCF12 CHST7 AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 PRPF40A NAT1 ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 RAD54B DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 UGDH SCN3A RO60 SLC4A7 GPSM2 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 FAM111A GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA SGIP1 TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A DCUN1D5 CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 SH3BGRL ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB POU2F1 CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 PIWIL3 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 ONECUT2 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 CLVS1 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR513A_3P_MIR513C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR513A_3P_MIR513C_3P AGFG1 MBOAT2 MDM4 MGST1 SLC30A6 AFF4 TCF12 OLFM3 BCL2L13 SELENOI ZNF148 HIRA HDX ADGRG6 GAB1 MACIR IL6ST MBNL3 MEI4 NDUFA5 PFKFB3 UBE2D3 RPS6KB1 ELOC WASF3 FAS RPS6KA5 TSNAX RSKR CUL3 ASAP2 TSC22D1 KALRN NCBP1 GCNT1 SGCZ ABRAXAS1 ENAH JADE1 ZNF287 KLF15 C7 SNX3 SAR1A CACNB4 TXNDC11 YWHAZ BOLL XIAP ETNK1 LRRC4C ZNF367 ZFAND5 PPP1R9A CDH19 ZNF326 NCOA1 NAB1 FLYWCH1 SUV39H2 GYPA PDE11A PGAP1 ARHGAP29 KDM6A U2SURP DNER RANBP3L CEACAM1 BCL11B ENKUR PPP1R3D COL6A3 RAD54B FAM20B HBS1L BICC1 ELF2 FUT9 CNN3 CHCHD7 ZCCHC9 AHDC1 PPARG CERK CADM2 WDR20 FAM114A1 PTGDR SLK IKZF2 FMR1 ABI1 CNOT6 TRDMT1 CREB1 SLC4A7 CARF HACE1 AK2 SLFN5 GASK1B ANKRD17 LIN9 TRIM33 LIN54 MINDY3 GPBP1 CSNK1A1 HNRNPK SLC22A5 DGKI RNF146 HPCAL4 STXBP5 MTF2 SNX14 CDK19 TOGARAM1 SGIP1 FAM171B PARPBP BMX LEPROT RNF111 EEA1 SMARCA1 PHF20L1 RBM27 YTHDF3 BTF3L4 DCUN1D5 ACOT13 CCN3 LARP4 MXI1 UBE2K EPHA5 ARFGEF3 PRKACB PCDH11X DIPK2A FSD1L SGPP1 NOP2 EDEM1 HEXIM1 ELF1 RASSF8 CCDC39 PEG10 SPOCK3 LHX8 GABRA4 C18orf54 MATR3 TMF1 RC3H1 ZBTB21 CTDSPL2 IGF2BP3 LAMTOR3 GSPT1 SPRED1 DCAF10 HTR2C FAM135A ALCAM SLC1A3 ZFP28 RCAN3 PCDH8 CHIC1 RFX3 ACVR2A SP3 RNF6 XRN1 SNCA BAMBI SYT4 DTWD2 PPP2CB ZBTB8A TMEM33 FBXO33 RBMS3 PDE8A CYBRD1 MRC1 SLC26A2 SPG11 LSAMP FBXO8 CNOT6L PTEN SLC6A4 SLC25A46 PAQR5 NDUFB8 CXADR KDM7A CCDC186 VPS50 VPS37A SPIRE1 ZNF34 EPDR1 UGT2B4 DISC1 RICTOR PREX2 TWF1 LANCL3 NUS1 LCORL FNDC1 ALDH6A1 ASXL2 DENND5B TRIP12 LRRC3B OTUD6B RUNDC3B PIK3CA CCDC50 DEK PDIK1L CREG2 ZFHX4 MAP3K4 CALB1 ZNF516 KANK4 KCNS3 ZNF678 MDFIC PPP4R2 PPM1E DAZ4 PEX5 SLC2A13 FST TMEM106B IDS TOP2B AZIN1 SERPINB8 SH3KBP1 B4GALNT4 NRIP1 SH3GLB1 JPH4 PSD2 ANGEL2 CCNE2 USP31 SKIL LUC7L2 ZC2HC1A UFL1 ANTXR2 RXFP1 SHANK2 SLC17A6 TOR1AIP2 KCTD1 LYPLA1 TNPO1 GPLD1 MPP6 SYPL1 FAM133A PITPNB ADAMTS5 ADAM10 JMJD6 ADAMTSL3 DAZ2 INTS2 C14orf28 HLTF VGLL3 RASGRP4 SNX15 XPA MTM1 ATP11AUN MSX1 ARG1 SCAF11 C5orf24 FUS PTPRC ZFYVE16 UMAD1 PPP3CA STOX2 PTPRB HOMER1 TCEANC2 LRP8 WBP4 NUP93 PRKG1 APOH LRP6 ITGA4 BAG4 FAM118B EIF4A2 RANBP9 RELCH CHD7 PKP2 RBBP5 ZNF736 PPP2R1B NIPBL ELK4 TIPRL MPPED2 FGFR1OP2 KLRD1 CPEB3 SAMD8 LRRC7 RUFY2 CDC73 MAGEB4 MED14 G3BP1 TBC1D12 GNAI3 ZDHHC2 SEMA5A SPRYD7 NAPEPLD RNF103 TMTC1 RELN SLC12A2 CASZ1 CSRNP3 TPRG1 KLHDC1 PHF14 TDRD15 TBX18 CREBZF TOPORS NEDD4L PTP4A1 GTF2H5 TPMT ELAVL2 SMARCAD1 DRD1 ICA1L MIGA1 APPL1 TMTC3 TXNDC16 PLEKHG7 UEVLD UGT2B17 PRPF4B CHST9 SEC23A GPR180 ANGPTL3 FSBP ABHD13 TMEM38B FBXO4 NUDT21 HSPA5 TMEM170B ZDHHC21 WHAMM NOTCH2 FEM1C MCOLN2 ITCH CSGALNACT1 ABRAXAS2 TTC28 GGCX GOSR2 MED13 LRATD1 SLC39A12 BRMS1L SETD9 CDK17 SOX1 NETO1 SERINC5 SLC7A14 RAPH1 SLC35F5 TLCD4 RAB8B PHLPP1 ZNF518B ARL6IP6 SLC7A11 FEM1B DLAT TMCO3 NYAP2 NT5DC1 MAP7 SREK1 RETSAT MAPK6 CNTN5 EFCAB14 STRN ZBTB41 PHIP LACC1 SNX4 MOB1B CD38 ZNF320 DR1 DUXA NUFIP2 KCNC2 PAWR NEUROG2 SMIM13 PABPC4L TRGC1 ZNF22 SCAI CNST GOLGA3 MAL2 ARMH4 LIN7C ASB7 KIF13A RNF138 RYBP MEIOC CCDC141 ZNF626 MIR548I http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548I GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 ZBTB8A DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B SCAI ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR548AP_5P_MIR548J_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AP_5P_MIR548J_5P GUCY1B1 ADAM22 SIX4 TCF12 DIP2B AHSA2P ZNF148 AQP3 PRRC1 CBX3 PTPRR SNX16 BMT2 HMBOX1 MARCHF6 NEDD4L SSR3 RETREG1 GPD2 DNAJB4 URI1 TRAM1 ADAMDEC1 LACTB2 C21orf91 PAX5 GCNT1 PRPF40A NAT1 A1CF ARL13B MAGT1 HDAC9 BBX KIAA1841 ZDHHC15 UBA6 PTBP3 PCDH11Y CCDC47 BMI1 RBBP8 GRIP1 FLRT3 GSE1 MTF1 FBXL3 OGFRL1 EPHA3 PPP1R9A ZNF326 ZBTB20 PPP1R27 SH3D19 CCDC117 METTL8 GPATCH11 SMAD9 U2SURP APPBP2 SMAD5 CRIPT XPNPEP1 FNIP2 TTC19 MIER3 FOXG1 DNAJB14 DYNC1I2 ATXN2 ATP11A PRPF39 PPARG CCNY MAP4K4 WDR47 GOPC AK3 KLF7 ANKRD46 UGDH RO60 SLC4A7 ERC2 ZNF608 CARF PDE1C RHOQ PRELID2 CYBRD1 JARID2 ARMCX3 GAPVD1 CFL2 KL TNFRSF21 PPP1R2 DPY19L3 ACBD5 GABPB1 CBWD1 SCN8A RALA C6orf120 NFKB1 ITGB6 KIAA1586 AIDA TMEM200A STXBP5 STEAP2 SLC30A5 ABI3BP PGAM1 ANKRD26 ETF1 ZNF559 RORA TBCK GRM5 MED6 NRXN1 EEA1 SRSF6 SLCO5A1 MEX3D UBE2A SPAG9 CBFB BTF3L4 GRID2 EVI2A CEP120 NAV2 CAMSAP2 AGTR1 LARP4 UNC80 PHYHIPL PLEKHH2 KLF8 PCDH11X MEIS2 SREK1 PRKAA1 CERS6 TXLNG ZNF652 MBIP PPP5C SPATA6L GPALPP1 CBWD3 SNAP91 KRT28 ODAPH FYB2 SYNM GABRA4 ZBTB44 POLR2H SEC22C RC3H1 LCTL NUP50 NDC1 IGF2BP3 EIF2AK2 NCKAP1 FAM135A ANKRD22 PLEKHG1 NUP54 AFDN PCLO COMMD3-BMI1 ACTN4 TOLLIP NOS2 CIAO2A CSGALNACT2 RIC1 PRKAG2 REV3L SUMF1 DTWD2 IKZF2 DIAPH3 GPR85 EPB41L5 ZNF486 SDC2 LSAMP UEVLD SOX5 GPR155 NUMB CLCN4 MBNL2 LPP CYP3A7 RNF217 PREX2 FNDC3B CBWD6 MAST4 RFC3 B3GALT5 DUS4L CAPN2 THSD7A PTPRG ASB3 CCDC50 ANAPC1 TFDP3 RGPD5 UGT8 TP53INP1 ITGAV TRIM9 CTNNA3 GATM MDFIC MAML1 ADGRB3 CBWD5 NFAT5 CLDN12 GUCY1A2 ABCA5 BOD1L1 LACTB CCDC179 GRM7 GSTCD SRSF3 SESTD1 SF3A1 ARFRP1 TPM3 BTG3 SACS SCN3A RMND5A DOLPP1 CRACD ZNF747 RESF1 RASSF8 GOLGA6L2 SCN1A OAZ1 FZD7 DHRS1 MYCN TFAM DEFA6 KLF10 MIER1 SCARF1 ANGEL2 DENND1B FZD5 TBCA BTG2 CCNB1 PDCD5 GCC2 C18orf25 GNAQ CAMLG SDE2 PDE4D C5orf24 ZNF454 PPHLN1 HNRNPDL RGPD4 FAM133A METTL6 NEGR1 RAB27B GLIPR1 RNF149 NRG4 HOXD13 MIDEAS MBNL3 DAAM1 BRWD1 CEP350 LIN7A SCAMP1 WDR26 ZNF503 HLTF TRIM2 RICTOR LMCD1 C3orf38 TMEM135 SENP1 ME1 CA8 SLAIN1 AP1AR ALG11 MECP2 FGFR1OP2 ZNF792 ZNF492 PITX2 LCOR SDF4 FGD4 CNTN1 ZBTB10 HOMER1 ZEB2 WAPL GULP1 C5orf51 NDFIP2 SECISBP2L SPDYE1 PRKG1 ACAT2 MMD CD99 STYX PRKAA2 FZD3 SRP9 KIF20B PSMC2 MMP16 CFDP1 TMED7 CSNK1D DCDC2 EDIL3 KLRD1 LMX1A HTR2C SAMD8 TIFAB LRRC7 MINDY2 MAP9 RAP1A MZT1 ZFAND5 MCF2L2 ANKRD10 ZCCHC8 C9orf40 CHRNA7 BCL2L2 BNIP3 UTP3 PROSER1 ZDHHC2 CDK6 TMTC1 LATS1 PAPOLG SFT2D1 ACBD3 MTMR6 FIGN LANCL1 BEND7 KATNBL1 NUP160 GASK1A FRMD5 ATXN7L1 MIGA1 TMTC3 GABPA PRPF4B RGPD6 CHST9 RRAGD TRUB1 MFN1 SYTL5 FMNL2 TRPC1 CACNA2D3 ADH5 FSBP ZNF680 ADAM30 PAQR9 MTFR1 TMEM255A SLC24A3 RFX7 CLVS2 ACADL ZC3HAV1L KCNJ3 CCP110 ZDHHC21 SKIDA1 HOOK3 NOTCH2 FEM1C ELL2 CMPK2 SNX30 TMEM65 RAP2A GPC6 RNF138 CD163 WDR7 NTF3 CISD2 BRWD3 PROK2 FAM221A SETD2 ZBTB25 SPOCK3 MAST3 IKBIP SERINC5 C11orf87 S1PR1 FGL2 SLU7 SERINC3 FAM199X DYNC1LI2 TLCD4 RAB8B PGRMC2 PPEF2 RGS7BP CCSER1 NR2C1 AFTPH NAA30 ARL6IP6 CFAP44 TTC13 LRRC4B ZRANB2 GTF3C3 RGPD8 RPS6KA5 LRRTM3 MTA1 HECA IGSF3 ZBTB41 DUSP7 YIPF5 BBS10 CBWD2 MMUT TRA2B TMEM167B SCML2 TRPC5 COL11A1 RHPN2 HIPK1 CHN1 CACUL1 ARID2 NOTUM PDZRN4 ACVR2B ZBTB11 SEC24A ARRDC4 ADAMTS1 IGF1 KPNA4 SMG1 LRP1B LVRN DDIT4 MGARP EXOC5 MFSD8 PTGFRN CCNG2 TMEFF2 SFMBT1 MIR4482_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4482_3P IFT22 PIAS2 ITPRID2 ADAM22 SIKE1 TCF12 SLC25A21 PAK3 PLS1 FLRT1 ADAT1 SATB1 IL6ST NID1 MBNL3 OXR1 TAC1 CRIM1 TRIT1 RPS6KB1 NR3C1 DGKH C11orf54 IL17RA HNRNPD SPRY2 GCNT1 CD109 SLC5A5 PEDS1 TBR1 KLF12 GALK2 SLC13A1 PRUNE2 MOCS1 NRG2 SNF8 LMNB1 CWC27 TRPS1 NUP155 OSGIN2 A4GNT PTBP3 PCDH11Y PRDM5 SMPDL3A PRKG2 RHOA CERKL LY75 FBXL3 PLEKHB1 PSD3 SELENOS SCP2 ZBTB20 ECRG4 COMT CLYBL PDK4 KDM6A DSP ZC3H12B ANXA10 ELAVL4 MALRD1 APPBP2 RBM12 ATP7A PCBD1 HTN3 SARNP FOXG1 DGKE PPP2R5E FUT9 ZCCHC9 GUCY1A1 GPR65 THAP5 DDX19A C21orf62 BCKDHB SUZ12 ERG GINS1 SHCBP1 ZNF507 GMCL1 TRDMT1 DCT KBTBD6 CCDC148 CARF CAPZA1 CYP39A1 PDE1C CHRNB1 PROSER2 FANCI GABRA1 CBFA2T2 PLCB1 RPP14 SELENOP LIN54 MTX3 STX17 MYD88 MASTL DGKI SUPT20H RIF1 CHRM3 TC2N FAM72A STEAP2 CUL4B PRLR C8A IAPP ARID1B SGIP1 LARGE1 LHX1 TAGAP TSPAN3 NRXN1 EEA1 GUCY1A2 USP46 ZNF805 DCUN1D5 CUL5 KCNQ5 SLC4A7 SOD2 UNC80 PHYHIPL RASA3 EPHA5 ERAP1 RAMAC IL20RA IVD SLC16A4 C5orf49 PCDH11X ZNF830 PRKAA1 ZNF652 NETO1 BNIP1 NPY5R RRAGC FNIP1 KALRN LARP4B NCOA3 DSE MRTO4 ZNF585A GABRA4 IPP LRRN1 CDHR3 ZKSCAN5 HYPK ETV3 GTF2A1 ADAM20 ARHGEF3 BCLAF1 METTL15 AEBP2 HTR1F CDH12 STXBP3 VEGFB PCDH9 HSPA13 C2orf88 RRAS2 TATDN3 MICAL2 PI4K2B PLCXD3 PPARGC1B DCAF4L1 PHACTR2 TUT7 KCNB1 NHS TRPC3 RNF19A PXMP4 GTF2H3 PTEN DHX33 FAM72C PTPN3 ZZZ3 GRK5 COL5A2 TDRD6 MFSD14B ZNF12 BEND3 DTNA ME2 YAF2 RICTOR PRR23B ZNF385B B3GALT5 SREK1IP1 GABRG2 ADARB1 TIPARP ADGB KLRC2 RASGRP1 PIK3CA ATRX AMER2 CATSPERE NRIP3 NUBPL SLC26A4 NOVA2 UHMK1 ZNF264 CTNNA3 THG1L VSTM2A EIF5B PAK2 EXTL2 HNRNPUL2 TRAFD1 RIOX2 FNDC3A DDX21 PEBP1 LIPH TMEM106B ATP8A1 SLC25A24 SPOUT1 CPNE8 STAG2 ZNF829 DPY19L4 RSPH3 WNT5A BMP2 CHRNA5 DENND2A BTLA HIPK3 G2E3 ZNF474 PSD2 EIF4G3 FREM1 DCDC2 IPCEF1 SETD9 KLRC1 VPS72 PTPRZ1 SHTN1 SF3B3 ANTXR2 ZNF530 TNPO1 ANKRD12 TMEM67 PEX13 DIAPH2 MPP6 PPP1CB TNFSF11 PLXNB3 PLAG1 RAB28 PIP5K1B UBE2J1 ZNF626 RNF128 MAGEB1 PLEKHA1 VHL TP63 MAP3K20 WDR26 ST18 SEL1L TLE1 ERBB4 PANK3 TSPYL6 SCAF11 C5orf24 SASH1 PCNX1 RIN2 SSTR2 PCF11 KBTBD7 TSHR DCC ZC3H12C FAM24A RALGPS2 RNF144B NR1D2 TAFA2 MTMR10 ATP2B1 GLRX3 MTUS2 FAM98A FAM72D MTMR4 FAM72B SIX1 FAM117B CTTNBP2 HSD17B13 COPG2 MICU3 HTN1 HEATR1 CPEB3 SEMA3A RIMKLA MYBL1 DOCK5 SLITRK6 SUDS3 DHX9 SLC35B4 LIN52 PAN3 DEFB118 BTBD7 MAGEB4 SNX18 GRIK2 TOP1 HSD17B12 TM9SF3 FAM200A PRRX1 IKZF5 ITPR3 SEMA5A FMNL3 CDK6 MAP3K2 NDFIP2 ABHD5 NDST3 PTPRQ INSYN2A LATS1 ZBTB1 SAP18 GLCCI1 SNAPC1 ACBD3 TANK YOD1 GBP7 LRP11 LRRC34 TBX18 LPCAT2 OGG1 CSPP1 CLEC4D LRIG1 TTYH2 RGS7BP GPR158 DAPP1 EFNA5 ABHD6 APPL1 ZFPM2 ZNF761 ZCCHC14 PRKAR1A NTNG1 CREBRF PRPF4B PLPP6 ARIH1 ITFG2 DUSP21 TMEM30A STATH TTC14 ERG28 ALG10B LRP2 IFNGR1 TYRO3 KRR1 EXO1 HNRNPU TCAF2 USP15 TMEM170B ZDHHC21 TRIM23 ALYREF CD2AP RGS9BP LZTS3 TDRP BLOC1S4 SMAP1 FAM98B FANCD2 IL23R PTGFR AP1G1 BRWD3 SFPQ RTP1 UPF2 GLS H1-0 NSD2 PTGER2 SLC25A15 BPNT2 UBA3 TFCP2L1 SLC35E4 FAM102B ZNF563 AAK1 UNC13C ZNF585B HDDC2 DNAJB4 CFAP44 FOXI2 ARHGEF33 ZNF519 INO80D GTF3C3 MMAA MSTN SLC22A24 PTPN4 PHIP NAA25 MID1 FABP7 ZC3H6 SLAIN2 GSE1 POU4F2 MED1 ARID2 UBR2 PCBP2 OLIG2 ARRDC4 FBXO40 DMXL1 RYBP EXOC5 L2HGDH MIR106A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR106A_5P PXK MINK1 AGFG1 CREB5 PCDHA2 SIKE1 HLF ZNF148 CAPRIN2 FCHO2 AGTPBP1 GAB1 BMT2 IL6ST TGFB1I1 PRRG1 ARAP2 NEDD4L MYLIP OXR1 KLF11 WNK3 CXCL6 ZBTB7A PFKFB3 ANKRD13C ADARB1 URI1 PHC3 RPS6KA5 SCAMP5 PURB USP28 KLF12 CHRM2 TSPAN9 VANGL1 EGR2 TGFBR2 DCUN1D1 VASH2 FLT1 LAMA3 ZNF367 LZIC KAT2B LMO3 CMTR2 PKD2 MTF1 FBXL3 ZBTB20 CALD1 TMBIM6 FGD5 SSH2 P2RX4 CROT REST MKRN1 AKAP11 CDC37L1 U2SURP DENND10 ATG16L1 HBP1 FRS2 ARHGAP12 BCL11B SMAD5 PTPRD TMX3 TAFA1 FYCO1 ITPRIPL2 ARHGEF10 DDX5 MKNK2 SALL3 PSG3 BICC1 NR2C2 GPATCH2 SEPTIN2 TNKS2 ATAD2 FAM13C AKTIP CEP97 CD274 EMSY TET3 FASTK GPR63 NABP1 CNOT6 TGM2 ETV1 NANOS1 ZNF236 RBL2 GXYLT1 PBX3 DDHD1 CYBRD1 LYPD6 DPYSL5 ANKRD17 CFL2 TNFRSF21 TSG101 ZXDA MASTL PCDHA12 SRCIN1 FAM126B STXBP5 ARID4A TMEM168 PRR15 ANKH ZFAND4 RAP2C RORA PAPOLA TAGAP GUCY1A1 E2F5 PRR16 SEMA7A RB1CC1 APP PFKP USP46 MEX3D OLFM3 RGMA RNH1 SALL1 ZBTB4 TRPV6 CD69 CEP120 KLHL15 MYT1L UNC80 PTHLH LASP1 EPHA5 RGL1 SUSD6 EGLN3 TENM1 SMOC2 TXNIP FSD1L ZNF652 TRIP10 PPP1R21 SLC16A6 DAB2 ARMC8 FOXK2 ZFYVE26 C2orf69 NCOA3 SRPK2 CNOT7 LRCH1 ARID4B PCDHAC2 UXS1 RPS6KA6 BAHD1 ANKFY1 SEMA4B SMAD4 GNS ZBTB18 SOX4 ARHGEF3 SPRED1 ATXN1 USP24 KLHL28 DNAJB9 PPP1R15B SCN1A ST3GAL1 TBC1D9 LYST EIF5A2 SERTAD2 ARHGAP1 XRN1 AFG1L SLC33A1 ZDHHC9 KIAA0513 AHNAK CHD5 REV3L ZBTB8A PCDHA10 ANO6 JPT1 AKAP13 UBE3C PEX5L KCNB1 EZH1 RAB5B MMP2 PXYLP1 CNOT6L PTPN3 ZNF25 UEVLD ST6GALNAC6 ABCG4 ATG2B ROCK2 CCND1 FRMD6 CERCAM RRM2 MAP11 ERC1 WEE1 FNDC3B ZNF704 CAPN15 CRY2 KLHL2 DENND5B STK17B FBXO48 SLC45A4 CRYBG3 GABBR2 VLDLR UBXN2A BNIP2 USP6 AMER2 IGSF10 STK38 RUNX3 PSD ENPP5 NRIP3 ATXN1L GPR6 HS3ST5 ZNF264 DYNC1LI2 TMEM138 KATNAL1 CNOT4 C2CD2 PLXNA1 SLMAP SLC40A1 BTN3A1 RPS6KA4 ATL3 PCDHA5 NFAT5 FBXL5 FNBP1L ULK1 CCDC71L PRR14L TRIP11 PDE3B FOXJ3 KIF3B BTG3 SACS RHOC UBE2Q2 HSPA8 RORC FAT2 SLC49A4 ADAM9 RAB22A PDCD1LG2 WDFY3 PLEKHA3 TFAM PGM2L1 ZDHHC1 KPNA2 THRA USP31 NUP35 CTSK PCDH15 CTSA MMP24 TRDN RSRP1 ZNF512B ZFP91 USP3 GLIS3 L3MBTL3 PPP1R3B RASD1 GNB5 SLC4A8 CORO2B NDEL1 GOSR1 WDR37 RNF128 MAPRE3 CMKLR1 TRIM3 F3 ELK3 PCDHA8 FJX1 BRWD1 MCL1 PTPDC1 FAM189A1 FAT4 KCNK10 ZNF597 C14orf28 MAPK8 CDKN1A IRF9 UNK RASL11B TMEM127 TAOK1 SERF1B SORL1 DPYSL2 FAM219B SUCO DNAJC27 WFS1 CREB1 PCDHA3 DUSP2 GPR137C TAOK3 NIBAN1 SNX8 FGD4 ARHGEF11 MYO5B KIF23 DOCK4 ANKRD29 MYNN ZC3H12C CEP170 SPOPL LRP8 MCF2L STAT3 REEP3 FBXO21 KCNJ10 HPS5 RBL1 NTN4 ITGB8 DCBLD2 BHLHE41 CLOCK RBM12B ITGA4 IQSEC2 SSX2IP SQSTM1 CAMTA1 STYX EIF4A2 TMEM265 CNRIP1 TPRG1L FZD3 IL1RAP PLAGL2 FAM117B TNKS1BP1 SAR1B NPLOC4 NBEA LIMA1 NCKAP5 UNKL ORMDL3 PDLIM5 DNAJC16 CMPK1 RAB10 ELK4 TM2D2 ABI1 REPS2 PRDM6 GNPDA2 MAPK1 DNAL1 CPEB3 AGO1 SLC24A2 PAK5 RUFY2 PAPOLB AP2B1 TMEM100 SH3BP5 CC2D1A PCDHA13 ZNF280B C9orf40 LHX6 HECTD2 SNX16 ARHGAP26 GRAMD1A ANKRD33B TNFAIP1 PLAG1 NAPEPLD MAP3K2 ZBTB33 KIAA1191 B3GALT2 ABHD5 OSTM1 ABCA1 ISM2 CSRNP3 ACSL4 MFAP3L RGMB SCAMP2 PKD1 ARHGEF28 TRIM36 NPAS3 TOPORS BBX EPHA4 LRIG1 LAPTM4A DRD1 RAB12 NIPA1 DERL2 ZSCAN20 SMOC1 MTMR3 RNF6 SAMD12 FAM102A RAPGEFL1 ZFPM2 NFIC TANC1 RETREG3 VSX1 STRIP2 HEG1 TIAM1 NTNG1 SLITRK3 ZNFX1 RBBP7 RRAGD MAP3K14 ATP12A PCDHA11 OSR1 RETREG2 OTUD4 ABL2 SLC22A23 NIN PRCP LDLRAP1 ATXN7L1 MAPK4 PANX2 RACGAP1 GPR137B PCDHA7 PCDHAC1 IRF1 PTPN21 MED12L SGMS1 SPTY2D1 BCL2L11 NPAT GOLGA1 FAM210A ENTPD4 TBC1D20 OCRL MOSMO ZNF202 FEM1C ATG14 SH3PXD2A ZFYVE9 ZBTB21 FBXO31 NHLRC3 PLCB1 DUSP8 MARCHF8 PPP3R1 SYTL4 SOCS6 RAB30 ABHD2 PTGDR NEUROG1 MAP3K8 LRPAP1 EREG PCDHA6 BRMS1L PITPNA LCOR HAS2 BTBD7 AGFG2 SLC46A3 ANKIB1 JAK1 ANKRD50 HAUS8 PCDHA1 PARD6B MAP10 S1PR1 SLC16A9 RAPH1 PGBD5 FAM199X BEST3 CHP2 RAB8B EPHA7 SERP1 NACC2 ZBTB9 WDFY2 HIF1A RRAS2 KIF26B MFN2 NR2C1 RAB11FIP5 ZHX2 NAA30 KMT2A SERF1A AAK1 NAGK MIDN LDLR KMT5B NFIB CLIP4 BMPR2 TMEM64 MAP7 SLC17A7 ANKRD52 E2F1 SNTB2 RCCD1 LIMK1 RNASEH2B TP73 CDC23 EFCAB14 ARHGEF18 LPGAT1 ZBTB41 PTPN4 SESN3 MAGI3 PHIP FAM13A RAB11FIP1 RLIM SRGAP1 NPAS2 SAMD8 SGTB RASGRF2 ERAP1 MAP3K9 SLAIN2 BNC2 USP32 YOD1 KMT2B PDGFRA PCDHA4 ZNF827 PPP6C HTR2A SOS1 OSM BICD2 APCDD1 SCN2B KLF9 NEUROG2 LRRC55 BTBD10 EPS15L1 TRIM37 CENPQ TBC1D8B PLXDC2 STK11 PIK3R1 NKIRAS1 TMEM167A SSH1 ZNF800 MFSD8 CCNG2 TET1 SLC4A4 SFMBT1 PAG1 MIR6785_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6785_5P MINK1 MBOAT2 MDM4 ZSCAN30 CASTOR2 AP1S1 CBX6 GRM4 PLCXD1 LYN MNT ZNF384 HYI KCNIP1 C20orf96 MYO1C RBM24 ALPG C1RL ZADH2 HOXA10 PLA2G2A PITPNM3 ARHGDIA HOGA1 CREB3L2 SLC47A1 SAV1 BCL9 PARP11 COL5A3 IGSF8 IRGQ PITPNM2 TNS2 PTPRA C1orf210 RUSC1 SULT1C4 CYHR1 DDX11 PAIP2B CCDC69 TSKU CSDC2 GFOD2 MTF1 TGFBR3L COPS7B CORO2B SLC25A23 MYH14 N4BP1 DBNDD2 SLC25A45 THTPA CASKIN1 ATAT1 TNS1 CASP10 VWA5B2 SLC12A4 PCBD1 IKZF3 NF2 DAB2IP LRP1 CEBPZOS C3orf35 MYADM AHDC1 TIMP3 ACKR2 HOXC4 KCNQ2 ARFRP1 SERPINA1 CYP26B1 CAPZB BICDL1 TET3 PDE7A STIM1 IQSEC3 PIK3R2 MIEF2 ERI3 ATXN2L NFIC AR APOA5 SYNGAP1 RAB35 CSNK2A1 VPS37C ADAM12 RAP1GAP2 GANAB AGAP2 PHYHIP SMG6 RALGDS PGAM1 FURIN COMMD6 RNF38 KCTD10 PTK2 ELAVL3 RASSF5 DEPDC5 ASIC1 EYA3 TPCN1 PPARD FBXO10 APLNR INKA2 MTR PACSIN1 HK1 MOB3A NFIX NAV2 GRSF1 ABHD14B SARM1 SUSD6 ZNF385A ORAI2 ZNF490 MPP2 SRRM4 KIF21B ATP8A2 SLC9A3R2 FAM131B FNIP1 MAPT SELENON ABCB8 NFASC CIC DLGAP4 MGRN1 SMU1 POU2F2 PRICKLE1 THY1 FIBCD1 ATXN1 RBFOX2 CLIP2 VSIG10L SCN4B TMEM63C TOLLIP ABCD1 NACC1 ERF WDTC1 SOX12 SLC34A2 SUPT5H RIMS3 G6PC3 PRR32 COL11A2 GNL3L SSBP3 RAB5B RPL32 YWHAQ TPBGL POLR2E RSPO4 STX1A FAIM2 HOXA1 FKBP1B CDKN1A SLC6A11 ABCG4 PRR30 EIF4EBP2 CERCAM MAP11 SH3BP2 SPI1 KCNQ4 STARD9 ZNF710 ELFN2 MRTFA SPRY4 ARHGAP23 DNM1 ATF7 RAB30 SLC8A1 TMEM104 UNC5B MAFF AP2A1 GCDH RPH3AL GALNT2 SETDB1 ALPL VAMP2 NOVA2 RAB11B TMEM184B AGPAT1 FSCN1 BCL2L1 COL6A1 VSIR NOX1 NCOR2 DRG2 FBXL18 CSF2RB MORC4 TRIM67 CAMK1 GAL3ST3 RAB37 RRP15 USP37 DAGLA KLC2 RHOC RTN3 FAT2 TAP1 KCNJ12 MAP3K9 KIF18B PNPLA2 SLC8A2 PKNOX2 ACP3 PNPLA6 PRKCA FAM120B PBX2 KCND3 POLR1G TOMM40 PA2G4 APOBEC3F KHSRP PPP1R9B CARM1 GNAO1 TCTN2 TMEM120B XYLT1 JPH1 SLC4A8 ZNF609 DLK1 PSMB2 ZNF649 NRF1 FOXP4 IFFO2 ARHGEF12 SHISA6 B9D1 SLC22A23 ZNF503 STX2 FBXL20 BET1L NIBAN2 FAM3D MECP2 EFCAB2 FUS ELK1 PEX2 FLT4 MMP19 KIAA1549 SAMD10 AVPR2 DES ARHGEF11 DESI1 PDK2 NOS1 SH3GL1 SENP5 PTPRB SYP HMGXB3 SHISA7 DTX4 XKR6 PRG4 MTFMT GLDN CYP1A2 PPM1J CPQ RNF24 GRK2 TBKBP1 TAPBP TAF10 CCDC180 MKNK2 ANKRD45 SOGA1 SV2A TNK1 SYT15 SYN2 NDST1 CDC42BPA PLAGL2 GPM6B PCBD2 KIF5A CSMD2 PNMA2 SLC2A4 MEF2D RNF222 FGFR1OP2 RAVER1 PARVG HIPK2 NGFR PLXNA4 RPS6KA2 ZNF814 ZFAND5 MAVS NECTIN1 SORCS1 RHOB HSPB7 AC016876.1 ZCCHC8 SYT7 NUP98 TAF4 NPTXR POLH MGAT5B IL2RG ZNF667 TMTC1 SYNJ1 EDNRA PAPOLG SMARCD1 CSF1 DAAM2 POU2AF1 HCFC1 YBX2 MTA2 ELAVL1 F11R MRPL43 MS4A4A ZNF544 CALN1 DUSP4 GPRC5A ADAM21 CCDC43 CDR2L ARPC2 GNAT1 MLLT6 KRTAP4-11 SLC35F6 MEX3A CTSD HDAC2 FAM102A STK35 PPM1F MYRF GLP1R WNT9B TSPAN18 ZNF333 SLITRK5 ABCC12 DDX18 PFN2 MXRA7 FANCF TUBB4A KCNK15 DDAH1 APOL6 HOXB8 BAZ2A NLGN3 NYNRIN RELT PPP5D1 FAM131C ALX4 SBF1 EEF2K SUFU TMEM252 TTYH3 SUSD5 HOOK3 LZTS3 KSR2 DUSP8 RHO FOXK1 VPS25 GGCX SV2C TFEB PNPO IQSEC1 ULK2 NUTM2G RAD51B YPEL4 SEC22B TMEM201 S100A5 SCGB2B2 CNGA2 DACT1 BAZ2B AGAP1 SLC7A1 CHST3 NTSR1 PACS1 MXD3 C2CD2L CNNM1 RFT1 GAB2 ZNF518B ATP2A3 SLC29A3 ARNT2 C9orf78 SREBF2 LRRC4B RNMT ANKRD52 ABO ENTPD3 SCAMP4 BSN RBMS2 PLEKHA5 PIGR SYNGR1 BORCS8 PIK3C2B CDC23 ABCB5 CIT PXDC1 PTPRJ SOX13 RNF44 NOL9 ADGRL1 ZBTB4 LENG8 OAF RAB3IL1 ENTPD2 KIF19 PRR12 TFAP2B RPRD2 RALB SDC3 UTP11 KCNE5 APCDD1 POMT2 SMPD3 GRIP2 SDK1 DPF3 MYO10 KRT75 KY PLA2G4E WBP2 ARPC4-TTLL3 KLRC3 PDLIM2 MDC1 GSK3A RPL15 DNAJB2 MVB12B CSDE1 ARMC9 C8orf82 PURA MIR17_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR17_5P PXK MINK1 AGFG1 CREB5 PCDHA2 SIKE1 HLF ZNF148 CAPRIN2 FCHO2 AGTPBP1 GAB1 IL6ST TGFB1I1 PRRG1 NEDD4L MYLIP OXR1 KLF11 WNK3 CXCL6 ZBTB7A PFKFB3 ANKRD13C ADARB1 URI1 PHC3 RPS6KA5 SCAMP5 PURB USP28 CHRM2 TSPAN9 VANGL1 EGR2 TGFBR2 DCUN1D1 VASH2 FLT1 LAMA3 ZNF367 LZIC KAT2B LMO3 CMTR2 PKD2 MTF1 FBXL3 ZBTB20 CALD1 TMBIM6 FGD5 SSH2 P2RX4 CROT REST MKRN1 AKAP11 CDC37L1 U2SURP DENND10 ATG16L1 HBP1 FRS2 ARHGAP12 BCL11B SMAD5 PTPRD TMX3 TAFA1 FYCO1 ITPRIPL2 ARHGEF10 DDX5 MKNK2 SALL3 PSG3 BICC1 NR2C2 GPATCH2 SEPTIN2 TNKS2 ATAD2 FAM13C AKTIP CEP97 CD274 EMSY TET3 GPR63 NABP1 CNOT6 TGM2 ETV1 NANOS1 ZNF236 RBL2 GXYLT1 PBX3 DDHD1 CYBRD1 LYPD6 DPYSL5 ANKRD17 CFL2 TNFRSF21 TSG101 ZXDA MASTL PCDHA12 SRCIN1 FAM126B STXBP5 ARID4A TMEM168 PRR15 ANKH ZFAND4 RAP2C RORA PAPOLA TAGAP GUCY1A1 E2F5 PRR16 SEMA7A RB1CC1 APP PFKP USP46 MEX3D OLFM3 RGMA RNH1 SALL1 ZBTB4 TRPV6 CD69 CEP120 KLHL15 MYT1L UNC80 PTHLH LASP1 RGL1 SUSD6 EGLN3 TENM1 SMOC2 TXNIP FSD1L ZNF652 TRIP10 PPP1R21 SLC16A6 DAB2 ARMC8 FOXK2 ZFYVE26 C2orf69 NCOA3 SRPK2 CNOT7 LRCH1 ARID4B PCDHAC2 UXS1 RPS6KA6 BAHD1 ANKFY1 SEMA4B SMAD4 GNS ZBTB18 SOX4 ARHGEF3 SPRED1 ATXN1 USP24 KLHL28 DNAJB9 PPP1R15B SCN1A ST3GAL1 TBC1D9 LYST EIF5A2 SERTAD2 ARHGAP1 XRN1 AFG1L SLC33A1 ZDHHC9 KIAA0513 AHNAK CHD5 REV3L ZBTB8A PCDHA10 ANO6 JPT1 AKAP13 UBE3C PEX5L KCNB1 EZH1 RAB5B PXYLP1 CNOT6L PTPN3 ZNF25 UEVLD ST6GALNAC6 ABCG4 ATG2B ROCK2 CCND1 FRMD6 CERCAM RRM2 MAP11 ERC1 WEE1 FNDC3B ZNF704 CAPN15 CRY2 KLHL2 DENND5B STK17B FBXO48 CRYBG3 GABBR2 VLDLR UBXN2A BNIP2 USP6 AMER2 IGSF10 STK38 RUNX3 PSD ENPP5 NRIP3 ATXN1L GPR6 HS3ST5 ZNF264 DYNC1LI2 TMEM138 KATNAL1 CNOT4 C2CD2 PLXNA1 SLMAP SLC40A1 BTN3A1 RPS6KA4 ATL3 PCDHA5 NFAT5 FBXL5 FNBP1L ULK1 CCDC71L PRR14L TRIP11 PDE3B FOXJ3 KIF3B BTG3 SACS RHOC UBE2Q2 HSPA8 RORC FAT2 SLC49A4 ADAM9 RAB22A PDCD1LG2 WDFY3 PLEKHA3 TFAM PGM2L1 ZDHHC1 KPNA2 THRA USP31 NUP35 CTSK PCDH15 CTSA MMP24 TRDN RSRP1 ZNF512B ZFP91 USP3 GLIS3 L3MBTL3 PPP1R3B RASD1 GNB5 SLC4A8 CORO2B NDEL1 GOSR1 WDR37 RNF128 MAPRE3 CMKLR1 TRIM3 F3 ELK3 PCDHA8 FJX1 BRWD1 MCL1 PTPDC1 FAM189A1 FAT4 KCNK10 ZNF597 C14orf28 MAPK8 EPHA5 IRF9 UNK RASL11B TMEM127 TAOK1 SERF1B DPYSL2 FAM219B SUCO DNAJC27 WFS1 CREB1 PCDHA3 DUSP2 GPR137C TAOK3 NIBAN1 SNX8 FGD4 ARHGEF11 MYO5B KIF23 DOCK4 ANKRD29 MYNN ZC3H12C CEP170 SPOPL LRP8 MCF2L STAT3 REEP3 FBXO21 KCNJ10 HPS5 RBL1 NTN4 ITGB8 DCBLD2 BHLHE41 CLOCK RBM12B ITGA4 IQSEC2 SSX2IP SQSTM1 CAMTA1 STYX EIF4A2 TMEM265 CNRIP1 TPRG1L FZD3 IL1RAP PLAGL2 FAM117B TNKS1BP1 SAR1B NPLOC4 NBEA LIMA1 NCKAP5 UNKL ORMDL3 PDLIM5 DNAJC16 CMPK1 RAB10 ELK4 TM2D2 ABI1 REPS2 PRDM6 GNPDA2 MAPK1 DNAL1 AGO1 SLC24A2 PAK5 RUFY2 PAPOLB AP2B1 TMEM100 SH3BP5 CC2D1A PCDHA13 ZNF280B C9orf40 LHX6 HECTD2 SNX16 ARHGAP26 GRAMD1A ANKRD33B TNFAIP1 PLAG1 NAPEPLD MAP3K2 ZBTB33 KIAA1191 B3GALT2 ABHD5 OSTM1 ABCA1 ISM2 CSRNP3 ACSL4 MFAP3L RGMB SCAMP2 PKD1 ARHGEF28 TRIM36 TOPORS BBX EPHA4 LRIG1 LAPTM4A DRD1 NIPA1 DERL2 ZSCAN20 SMOC1 MTMR3 RNF6 SAMD12 FAM102A RAPGEFL1 ZFPM2 NFIC TANC1 RETREG3 VSX1 STRIP2 HEG1 TIAM1 NTNG1 SLITRK3 ZNFX1 RBBP7 RRAGD MAP3K14 ATP12A PCDHA11 OSR1 RETREG2 OTUD4 ABL2 SLC22A23 NIN PRCP LDLRAP1 ATXN7L1 MAPK4 PANX2 RACGAP1 GPR137B PCDHA7 PCDHAC1 IRF1 PTPN21 MED12L SGMS1 BCL2L11 NPAT GOLGA1 FAM210A ENTPD4 TBC1D20 OCRL MOSMO ZNF202 FEM1C ATG14 SH3PXD2A ZFYVE9 ZBTB21 FBXO31 NHLRC3 DUSP8 MARCHF8 PPP3R1 SYTL4 RAB30 ABHD2 PTGDR NEUROG1 MAP3K8 LRPAP1 EREG PCDHA6 BRMS1L PITPNA LCOR HAS2 BTBD7 AGFG2 SLC46A3 ANKIB1 ANKRD50 HAUS8 PCDHA1 PARD6B MAP10 S1PR1 SLC16A9 RAPH1 PGBD5 FAM199X BEST3 CHP2 RAB8B EPHA7 SERP1 NACC2 ZBTB9 WDFY2 HIF1A RRAS2 KIF26B MFN2 NR2C1 RAB11FIP5 ZHX2 NAA30 KMT2A SERF1A AAK1 NAGK MIDN LDLR KMT5B NFIB CLIP4 BMPR2 TMEM64 MAP7 SLC17A7 ANKRD52 E2F1 SNTB2 RCCD1 LIMK1 RNASEH2B TP73 CDC23 EFCAB14 ARHGEF18 LPGAT1 ZBTB41 PTPN4 SESN3 MAGI3 PHIP FAM13A RAB11FIP1 RLIM SRGAP1 NPAS2 SGTB RASGRF2 ERAP1 MAP3K9 SLAIN2 BNC2 USP32 YOD1 KMT2B PDGFRA PCDHA4 ZNF827 PPP6C HTR2A SOS1 OSM BICD2 APCDD1 SCN2B KLF9 LRRC55 BTBD10 EPS15L1 TRIM37 CENPQ TBC1D8B PLXDC2 STK11 PIK3R1 NKIRAS1 TMEM167A SSH1 ZNF800 MFSD8 CCNG2 TET1 SLC4A4 SFMBT1 PAG1 MIR561_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR561_3P PIAS2 AGFG1 NR2F2 EHBP1 SIX4 ZNF148 ZNF280D ARNTL2 HDX ELAPOR2 FERMT2 EYA4 C12orf71 BMT2 CUL2 B3GALNT2 SLC39A10 ATP11C REEP5 MOCS2 BRSK2 RETREG1 GLS2 CRIM1 ANKRD13C URI1 PIP5K1A ZNF770 DNAJC7 ROBO1 GRIA2 GNPAT CUL3 SLC44A1 TLR2 CGGBP1 QKI SMAD3 HSD11B1 VPS13C FAM162B TNS2 PRPF40A FAM124A MYL12A MAGT1 ZDHHC3 ZNF117 PTPN22 CASP1 STAC3 RANBP3 PKD2 FBXL3 SETD9 PSD3 BCOR CDH19 DAZ4 PLPPR1 ZBTB20 PLCE1 PHTF2 CFAP61 PRKD3 ARHGAP29 RMI1 DSP NUDT13 PAIP1 QRICH1 SLC35A1 KCTD3 ARMC3 XRN2 MR1 GPT2 ARPP19 STAU1 CPEB2 KLHL14 TVP23B CFAP94 BRAP MARF1 LRRC10 PBX1 XPOT MTMR7 IKZF2 GPR63 GMCL1 CREB1 C9orf64 SLC4A7 BPIFA3 PBX3 DDHD1 PLK2 OPRM1 ATP6V0A2 MFAP3L DPY19L3 ZFX TRMT10A SH2D3C ARPIN DAZAP1 TBX3 GHR STX17 KIAA0232 PTGER3 ADGRE2 STXBP5 CUL4B ARHGAP5 VSTM4 CAAP1 RORA PNPLA8 PLSCR3 SORBS1 FZD1 MAK16 CKAP2 SMARCA5 SPAG9 BIRC3 PHYHIPL UBE2K PPA2 CACNG7 TNRC6B PTPN2 MAML2 C1orf21 KLF8 CACNA1B PCDH11X SGPP1 POLR2H KRT10 ROCK2 TMEM182 TEX14 CDYL2 BCL11A GIT2 RNF141 FOXO4 CCL4L2 ERCC6 TRIM13 CCNH ZFAND6 ZBTB44 YPEL5 RPS6KA6 SLC4A4 TMF1 RC3H1 ANKFY1 ZBTB21 ABHD18 ZBTB18 GTF2A1 SPRED1 KRTAP4-7 FAM135A DAZL PCDHGA7 ALCAM BAIAP2 ZFP28 ZBTB43 MBP CDCA4 FBH1 EIF5A2 PCLO PCDH9 CHSY3 HSPA13 RFX3 ACVR2A NEK7 CASK MKX TMEM59 NRK FGF9 PPP2CB ZBTB8A ECM2 PEX5L SDC2 THEMIS SLC12A1 CNOT6L POLR2E MATN3 C16orf72 ARL5A PRKAR1A ZFHX3 SOX5 SLTM SEPTIN7 VPS37A SPIRE1 CDK14 RO60 MBNL2 TET2 SFRP2 UCHL3 CCDC92 PARP4 RP2 TWF1 ATXN3 LCORL TXNDC12 DIDO1 SLC45A4 CRYBG3 CLEC2B NETO2 SDC1 DAZ3 ZFHX4 SLC18A2 MOSPD1 ZNF99 NADK PAK2 RBM6 ZBTB6 DAZ1 POMP GATM CIT SETD1A SLC36A4 PPP4R2 ADGRB3 FNDC3A DLGAP1 TNFSF13B SLC25A53 EIF4E3 ABCA5 ZDHHC20 POU2F1 RRP15 S100A2 ATP8A1 TPM3 ANGPT2 RMND5A SNRPB2 HERC3 DNM3 STC1 SON ADAMTS6 CCDC85A WDFY3 HOOK1 TJP1 ZNF816 FGF12 PRKRA CPEB4 ZKSCAN7 MID1IP1 BCLAF3 C1QTNF3 UNC119 DERA MLLT1 CEP55 IPCEF1 GBP5 LRP12 N4BP2L2 TFDP1 WDPCP NKX3-2 UFL1 KHSRP ADGRL2 UBE2W COL19A1 GALNT2 DYRK4 ZNF454 MPP6 MITD1 USP9X DNAJC25 PRRG4 CARF ADAM10 ARHGEF12 ATF7IP DAZ2 TP63 VAPA CEBPB SCAMP1 ZNF503 PTPMT1 TRIM2 BCO1 TENT4B GPR155 ZNF131 NCL PCNX1 PHF6 CTNNB1 ODF2L SYT6 CNTN1 ZC3H12C ZHX1 RIMS2 ZEB2 IFRD1 POPDC3 NR1D2 RASAL2 DCBLD2 LRATD2 MIB1 TAF10 ZNF471 CDKAL1 HIPK1 GADD45G SLITRK4 USP44 HMG20A ZYG11B MICU3 TMED7 ZNF662 EDIL3 NR4A2 LMX1A MARCHF5 CORIN MINDY2 CCL28 SERPINH1 NBN APC LGSN BTBD7 MZT1 PLAT MED14 PRDM8 RUVBL1 FYTTD1 TRMT5 SPRYD7 CDK6 RRAGB PIGW MARS2 TENM4 SYNJ1 ZBTB1 PAPOLG HSPA1A EBF2 SFT2D1 ACBD3 ZNF768 SCYL2 IRS2 DSG1 MTMR6 NUP160 SOX2 ZNF280C AHR AMBN GPR158 ACP3 TNRC18 ZFPM2 PCDH17 HACD2 PDSS1 WIPF3 ARIH1 ARRDC3 TRUB1 APOL6 NLGN1 ALG10B NIN ABHD13 TP53TG3D PCDHB12 KRR1 NUCKS1 ALOX12 YLPM1 NUDT21 PRSS12 USP15 PTPN21 SAMD12 RFX7 GOLGA7 CCL4 UBE2H UQCC1 RFXAP NOTCH2 ELL2 ATG14 WDR43 DHODH EPHA7 KRTAP3-1 BRWD3 FAM177A1 ERV3-1 DHX8 IWS1 ACAP2 TMEM181 LRATD1 TIGAR GRIA4 SERF1A SERINC5 DACT1 PRKCB PRKAB2 MCOLN3 MEGF10 ACTR2 RIC8B OMG ID3 CLDND1 H1-0 SCAP SLC25A15 BPNT2 CRACDL RIOK3 ARL8B DENR STK38L ECT2L PPM1N INO80D ARHGAP11A SNRPG MGAT5 KLHL24 TVP23C LRRTM3 UBR3 PDCL NR0B1 SERF1B BBS10 KLHL4 ELAVL2 FBXO22 NUFIP2 SLC6A6 SPEN BRD3 LRRK2 GOLIM4 ACVR2B KHDRBS3 VMP1 MAP3K21 SEC61B SOCS1 KPNA4 HOXA5 PCNX4 PLXNC1 ZNF195 C8orf82 MIR627_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR627_3P NWD1 ADAM22 SIX4 AFF4 HLF PAK3 VBP1 UBN2 DNAH14 PDPK1 SNX16 CACNA1E NID1 LAIR1 MBNL3 ANAPC10 DCAF17 ANK3 CLSTN2 SLC39A14 DGKH TSNAX SLC44A1 CGGBP1 QKI IRAK3 NDUFC2-KCTD14 MECOM ROBO2 RUNX1T1 IL32 FBXW7 ZDHHC3 ZNF117 PIAS1 GLS DPP8 PCDH11Y TMEM74 LRRC4C EPHA3 PSD3 ZBTB20 ST3GAL1 HUWE1 DSP TBL1Y ZNF41 RANBP3L PAX6 SCRN3 TMX3 PALM2AKAP2 ADAT2 RAB7A SARNP IL1RAP SINHCAF DIO2 NR2C2 UTRN IGF1R CCDC88A KCNMA1 SLC16A7 GALNT13 GBP4 C3orf33 RBM41 CIPC FAXC CAPZB SMAD7 GPR63 YPEL2 RPL15 HCFC2 TRPC5OS PDLIM5 CARF ZNF236 GXYLT1 KCNT2 RALGAPA2 SERINC4 DDHD1 CD180 PPM1A GAB3 OPN3 ESRRB LIN54 DHX40 SEM1 DTNB MAP7 CANX GPBP1 ADD3 RALA TBL1X STXBP5 TMEM168 ABI3BP TOGARAM1 SGIP1 ROR1 FOS EIF2A MBNL1 FBXO32 ST3GAL4 GUCY1A2 USP46 USP47 SLC6A5 SPAG9 ZSCAN31 MTR LARP4 SEZ6L TNRC6B AGPS PTN C1orf21 PCDH11X ELOVL6 CCNT2 ZNF652 PCGF5 NSL1 IL1RN NAV2 RRAGC ARMC8 CMYA5 SLC23A2 DACH1 KRT28 GABRA4 ZMAT1 CDH1 LRRN1 ZDHHC17 SATB2 INTS6 SMARCA1 CPPED1 RGS20 LCTL EBI3 FAM53B FBXO45 SPRED1 ATXN1 DCAF10 AKNA PLEKHG1 PCMTD2 VEGFB FMN1 HOXB3 SLA RBM14 OSBPL8 C1GALT1 EHF TTL TMC5 KCTD14 NLN COPS3 PHF21A RNF169 RAB3B JADE2 SEMA6A SYT4 CAMK4 ZNF329 IL18BP PHACTR2 C2CD4A RAD9A DDI2 PTPN3 ZZZ3 SLC25A46 SLC2A12 COMMD3 LGR5 EIF4EBP2 LPP ZNF704 GABRG2 LCORL LUM JKAMP CD55 THSD7A RAB30 RHNO1 ZNF331 ZMYND8 CNOT4 PIK3CA ATRX KEAP1 TRPM7 PDIK1L TLR4 CREG2 GPR26 FAT3 KRT13 CUX1 ADGRL2 RBM26 CAMK2N1 C5orf63 PTP4A2 PCDH9 NSG1 SIPA1L1 DCLK1 MAML1 RIOX2 RAB29 S1PR3 RNF41 EIF4E3 ABCA5 DDX21 HOPX CPEB4 SSPN POU2F1 RALGAPB SLC35F3 NAV1 RAB22A CPNE3 PIN4 CEACAM5 PRKCQ FZD7 CCNT1 VPS41 ATG7 DENND1B CYP1B1 ILDR2 SKIL B3GNT5 CEP55 BTG2 POGLUT3 IGF1 HSCB GTDC1 ANKRD20A4P RANBP6 FKTN GNAQ POU2F3 MIPOL1 CAMLG G6PC ANKRD12 WDR93 TRAK2 ZNF793 SLC4A8 PLAG1 MSRA AKR1D1 UNC5D NXPE3 RNF128 LDB2 KIAA1549L PKHD1 CEBPB VGLL3 TNC GRK3 ATP11AUN EVA1A ARHGAP32 KCNA7 AKAP6 RALYL SEMA3D SASH1 PPP1R3E ARID3A GRIA3 LRRTM2 PCF11 TLN2 CACNB1 FGD4 ZMIZ1 GINS3 PEX12 ANKRD29 DDX42 PWWP3B ABCD2 ANKRD45 ALKBH1 GATA3 BNC2 KIF20B SCN11A STX11 DLX1 DYRK1A MICU3 ELK4 FASTKD1 SPATA5 SLC24A2 TPRKB CELF5 RASEF PWWP2B BIRC2 RAB14 MALT1 WDR72 TERF2IP ARHGAP26 COL8A1 SEMA5A AK9 CDK6 MAP3K2 BEND6 VNN3 TENM4 NDST3 PTPRQ BORCS7 PRR11 AVL9 DZIP3 GBP7 F11R CALN1 MLLT6 SLC35F6 PCARE TNRC18 RAB39B SAMD12 PCDH17 ZNF695 MAGEE1 SRPX MRPL35 POGK ZNF333 POTEM LHFPL2 RBM47 ADAMTS18 H6PD NIN MSL1 PPP5D1 ZIC1 MUS81 NEUROD1 USF3 HTR1D IFIT5 H2BC21 CLVS2 ZDHHC21 POTEA CD2AP SLC5A12 TUBB SRSF4 NMT2 NFKBIZ FDX1 CSGALNACT1 SOCS4 RAB21 RTKN2 ONECUT2 CISD2 ZFP90 SV2C GRB14 ZNF407 CAND2 CPE SNX18 HTR1B SNX10 ALG10B FRYL CNKSR3 FXR1 TLCD4 MLLT10 MYO6 WDFY2 UGT2B15 SLC25A15 ERAP2 DMTF1 FOXO1 PM20D2 KMT2A ANKRD20A1 AAK1 UNC13C RBM20 PPM1K CCDC9B INO80D MGP EIF3E HS3ST3B1 NEXMIF ATP6V1C2 KLHL24 JAZF1 KRAS ZBTB41 ADAMTS3 FCRL4 MAGI3 PHIP TTC14 NPAS2 COL24A1 PRPF38B COL27A1 NUFIP2 APCDD1 CFAP97D1 MFHAS1 FER ARID2 ERGIC2 ZC3H18 TBC1D8B RORB NR4A3 POU4F1 ZBTB11 CAT ARRDC4 PDLIM2 ATRN CSNK1G1 ANKRD20A2P ADARB2 TNFSF10 COL5A1 DOCK3 SYNJ2BP PURA ENDOD1 PAG1 MIR429 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR429 NUDT4 MBOAT2 PRDM16 CRH ZNF217 ZKSCAN8 CHN2 ZEB1 NPM1 FERMT2 MFAP5 SNX16 HMBOX1 ATP11C FN1 KLF4 MPDZ CBL SULF1 EGLN1 MCFD2 CRTAP EXOG RPS6KB1 HDAC9 PITPNM3 ELOC WASF3 DGKH CHRDL1 DZIP1 VAT1L ANKRD44 QKI GPATCH8 TSC22D1 MAPK7 NBR1 RBFOX3 DUSP1 AP1S2 PCMTD1 CHRM2 FBXW7 PPP1R18 STRADB ZNF532 BLCAP PTBP3 FRMD4B FIGNL2 VASH2 SGCE NRBP1 PHACTR3 SFXN1 MSL2 NAB1 NPC1 SEMA6D RAP1B ANKRD40 CRKL PHTF2 CSNK1G3 IPO7 FAM122C YAP1 MIEF1 NCK2 ZBTB10 LRP1 FOXG1 PPP2R5E TBL1XR1 BICC1 TMEFF2 CYTH3 MAP4K4 SLK ERG PPP1R9A YPEL2 IER5 RO60 CNOT6 SLC4A7 REEP1 NANOS1 GXYLT1 AMFR BAP1 NTRK2 PRDM1 CFL2 TRIM33 ARHGAP6 DPY19L3 ZFX IGF2R SCD GPRASP2 CAMSAP2 FAM126B B3GLCT CDYL OSBPL11 NFIA RAP2C TCAIM SGIP1 ASAP1 PAPOLA MAP4K3 RASA2 SLC24A4 PI4KB MEX3D EDEM3 SPAG9 DCUN1D5 KANK2 SLC14A1 KRT80 EXD2 FHL1 CCNYL1 PTHLH CLASP1 DNAJB5 ROCK2 CDYL2 GIT2 NR5A2 A1CF RASSF8 DACH1 ARID4B ZFAND6 FEZ2 PSAT1 CTDSPL2 RBSN DDIT4L IGSF10 TAF12 CNOT9 JAKMIP2 TSC22D2 ATXN1 FLI1 DNAJB9 PRTG COPS8 SLC25A36 PHF21B RGL1 TMOD3 HSPA13 XKR4 GPM6A PPHLN1 PICALM AFF3 AKAP7 DTNA GATA4 PI4K2B RIC1 B4GAT1 FAM227B FOXN2 IKZF2 FBXO33 ATP5F1B CYTH1 CSMD3 CCNJ RNF19A CHSY1 SDC2 ARHGAP20 FAM8A1 PHEX CDH20 C16orf72 ARL5A CHRNA6 RDX MYB TRMT9B SESN1 KDM7A RNF2 FRMD6 HS2ST1 MBNL2 PSIP1 ATL2 RUSC2 FNDC3B ZNF326 YWHAG DENND5B UBAC2 JKAMP EPS8 SLIT2 PCLAF MAP2 FBXO30 GABBR2 RIPK2 ZNF224 C11orf95 VLDLR S100PBP PIK3CA KHDRBS1 PDIK1L IMMP2L HS3ST3A1 ZC3H4 FAT3 NOVA2 CUX1 CKAP4 SESN3 EIF4E2 FSCN1 CLIP1 PUM2 SLF2 PPM1B PPP4R2 KYNU PPM1E TLN1 ESRRG NCS1 RRP15 FAM227A KCTD8 CECR2 SNRPB2 KIF14 PTAR1 MAPRE1 DIXDC1 WNT16 ADH1B HIPK3 HOOK1 TMX4 UBE2W CPED1 PGM2L1 USP6NL SCN5A YWHAB DENND1B DLC1 SLC6A11 SRI CCNE2 TBCA DNMT3B LBR DPH6 TRHDE PTPRZ1 THAP1 PLPPR4 SLC6A1 ADIPOR2 PPP1R9B NOVA1 INSM2 FLII GNAQ NEDD1 XKR8 EVI5 CEP97 CERT1 PKIA KLF6 TOGARAM1 ELK3 MBNL3 GEM CEP350 LIN7A SCAMP1 GTF3C4 TENT4B ETS1 SERPINI1 ZNF131 GLI3 ZBTB38 POLK POGLUT2 TLN2 DESI1 TFAP2A MGAT2 PCDH19 CNTN1 SLC1A2 LRRC8A BDP1 RIMS2 ZEB2 WAPL MYZAP VEGFA CCDC177 SECISBP2L ANK3 KCND2 RANBP10 INTS8 PRKG1 DCBLD2 FARP1 MMD MIB1 WIPF1 FAM118B SYDE1 RANBP9 CEP85L HIPK1 RECK SCN8A SIX1 CLIC4 CASR PPP2R1B ENO4 ZYG11B NDN AGFG1 SLC35E2A RAB11FIP2 ELK4 ELMOD2 VASH1 SLITRK1 MINDY2 USP27X TMEM164 SLC35B4 PLPP3 PTPN14 MATR3 MARCHF6 SERINC1 MTF2 TBC1D12 HECTD2 FSTL1 ERICH4 OSTM1 SYNJ1 WASF1 NECTIN4 CASZ1 BCL11B GLCCI1 ZNF711 PMAIP1 TSSK1B PKD1 PIM2 HS3ST1 FIGN TBX18 PPP1R10 ERRFI1 SLC39A14 SOX2 ZCCHC24 NOTCH1 GPR158 PLCL1 SEMA3F FSD1L HNRNPD USP25 ZFPM2 NCOA2 PPM1F RTF1 UHRF1BP1 LHFPL6 CCDC82 HDHD2 ARIH1 MAP4K5 SEC23A UBE2R2 HMGB3 GPR180 MAP3K1 OTUD4 TBK1 NRG1 GSTA4 THAP2 RND3 GJC1 PTPN21 CLVS2 SMARCD1 GOLGA7 ZBTB20 GOLGA1 ZDHHC21 JUN B3GNT2 ITGA1 TRIM23 MOSMO ATAD2B SUSD5 HOOK3 EIF2B5 TUBB ELL2 SYVN1 GPATCH2L NTF3 RAB21 GTPBP10 RTKN2 TAP2 BRWD3 LARP1B PROK2 KDR ULK2 JCAD MED13 CDK17 CNKSR3 C11orf87 DGKA LOX SLC30A7 NR3C1 TOB1 CNEP1R1 MSN RPS6KA3 MARF1 SUZ12 GARRE1 TIMP2 NOG KCNQ3 FOXF1 MPRIP OCLN CBX4 WDR82 ARL2BP MARCKS STRN JAZF1 CLASP2 ADAMTS3 DPY19L1 ELAVL2 SRGAP1 CORO1C TMEM17 APOO ZC3H6 NUFIP2 TLCD5 BNC2 PDS5B PTPN12 RSPRY1 WWC3 DENND5A NAP1L5 GAS2L3 RBFOX2 STK4 ZMAT3 CEP41 SBSPON RDH10 SCAI ZSWIM4 PRKACB DNAJC3 PPFIA1 LRP1B ALDH1A1 PIKFYVE CAB39 SCRT2 TRAPPC8 PLXNC1 SLC35E2B DNA2 PAG1 MIR182_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR182_5P NUDT15 PRDM16 CASTOR2 ADAM22 TMEM170A SELENOI ARMC1 ELAPOR2 CYB561 ARHGEF7 MEF2C NCALD RGS5 BMT2 TMEM145 NID1 NRN1 BTBD11 CCDC59 RETREG1 SETX EGLN1 ALG13 ARCN1 PGR SPATA13 HDAC9 ARHGDIA C21orf91 PALLD VAT1L TSNAX CGGBP1 QKI ANKRD44 LGI1 MED21 TARBP1 MECOM PCMTD1 TBR1 DSG2 KDM2B ELMO1 REV1 PRUNE2 TSPAN9 FBXW7 LRCH2 KLF15 CACNB4 SAMD5 RNF43 B3GALT1 DCUN1D1 APBA2 BCL2L12 TRABD2B EDNRB SEPTIN14 SUV39H2 UBASH3B WIPI2 N4BP1 PPIL1 F13A1 ATAT1 CD59 FRS2 NUDT13 ELAVL4 CDV3 FAM91A1 RNF139 CEP83 FYCO1 SINHCAF RFTN1 PDZD8 RBM5 CCNY NDP IGF1R CADM2 ZNF706 MAP4K4 DOCK9 ZNF200 SEPTIN9 LIMS1 CNOT6 REEP1 GXYLT1 OAS3 SYNCRIP PPP1R2 ARHGAP6 MINDY3 POLR1F RTN4 ZXDA ADD3 FBXO27 SLC22A5 IGDCC3 CAMSAP2 PREPL FAM126B TMEM47 EGR3 CHMP1A ZFAND4 USP13 GLB1L LHX1 DSCAM DAZAP2 GRM5 RASA2 CHAMP1 STK19 GPC1 SRSF6 SPAG9 C12orf4 CEP170B CUL5 SLC4A7 PHYHIPL NELL1 CEBPA NUAK1 PRKACB CTTN SCML4 KIAA1217 NT5DC3 SH2D1A BCL11A GIT2 HEXIM1 A1CF SLC23A2 AQP9 TNFAIP8 CITED2 MFSD6L GK RPS6KA6 CLPTM1L AASDHPPT INTS6 TAF4B TMEM198 GSPT1 ARHGEF3 ZCCHC3 WDR47 CNMD CHMP2B AEBP2 NCKAP1 PRTG OLFM1 PAX5 RAD23B EIF5A2 SLC44A2 COL25A1 MAP1B PCDH8 CHIC1 SP3 IGSF3 BRPF3 SLC33A1 DCUN1D3 EIF5 MTSS1 PRKCE ADRA2C RIMS3 FOXN2 FGF9 RHD CD164 EIF3J DIAPH3 OSBPL10 CYB5B GPR85 SDC2 CERS2 MITF USP6NL CDH20 SLC25A46 SLCO3A1 FLNB FAM168A PPP1R1C MFAP3 EMB FAM43A MBNL2 RPRD1B LPP SLC44A5 FNDC3B ZNF704 MAST4 YWHAG SLC39A9 SPRY4 ARHGEF2 DENND5B ACER3 OTUD6B BMPR1B OPN1MW PTGR2 PTPRG VAV2 ADGRF5 JRKL KTN1 RARG ELL C16orf70 KCNK9 RASA1 PPP1R13B YIPF4 CTNNA3 PLCB4 SEPHS1 ADGRL2 ZNF705A FAM122A FBXW11 USP5 SH3BGRL PPP4R2 TEX2 EOMES ITPR1 BOD1L1 GPR22 MBLAC2 PAFAH1B1 ATP8A1 PPM1L PTAR1 UBE2Q2 MAPRE1 PC SMAD1 WNT5A ZNF697 BTLA FLOT1 HIF1AN MRTFB MYRIP TRPM6 INSIG1 OOEP EPAS1 KPNB1 PBX2 CD96 AAGAB MLLT1 SKIL RTKN2 CLCN5 FAM218A RHOBTB1 SHC4 DEPTOR RAB3GAP2 PRRT3 HBEGF DEPDC4 PLPPR4 NADK2 TRIO TAGLN3 GNAQ GNAO1 SLC35G1 CNNM3 EVI5 SH3KBP1 SLC2A14 DMXL1 RAB27B PLEKHG3 ARF4 NRCAM TMEM64 DAAM1 RNF212 RAB6B THBS2 LRP3 RICTOR DKK2 KCTD2 SERTAD4 L1CAM SPIN3 PCNX1 SLC2A3 PASK CREB1 PPP3CA STOX2 CNTN1 SLC1A2 ZFP36 MAK SPIN1 DOCK4 MEGF11 ZC3H12C ZHX1 WFDC8 RAPGEF5 RALGPS2 JMJD1C ZFP36L1 AREL1 ZFC3H1 FAM78A FXR1 ZC3H15 SERPINB2 TACC1 MYO1D SATB2 L3MBTL3 SIN3B TAF15 C5orf22 CLOCK BAG4 MMD SLC30A1 SLC39A1 CAMTA1 PRKAA2 STAG1 FOXO3 LRTM1 SLITRK4 RECK HMGCLL1 CDC42BPA BNC2 WDR76 SLC35A5 VLDLR BACH2 RAB10 RNF222 TLL1 TMEM50B CDC73 SH3BP5 APC XPR1 ANXA11 MED14 ZFAND5 DOK4 LDB3 ST8SIA1 ZNF280B GRB2 TBC1D12 BNIP3 KCNJ14 ABHD17B CDK6 MAGI1 TENM4 NF1 RGS17 SAP30L HOXA9 CACNA2D1 CCDC117 TNS1 MFAP3L PIK3AP1 RAB2A KDELR1 MSH4 KLF13 CREB3L1 TOPORS BOD1L2 FZD3 FRMD5 LRIG1 ZNF451 CORO1C MORF4L2 ADAM18 MIGA1 SOX6 FOXRED2 PYGO2 FMR1 APPL1 KHDC4 REPS2 CEP250 PPM1F NFIC RNF208 ZCCHC14 SMKR1 NKX2-2 UGT2B17 ABCA2 ADAMTS18 H6PD SYPL1 MAGEL2 CBFA2T3 TUT4 MAPK9 RWDD4 TP53INP1 STX5 ABHD13 SLC1A1 AATK DYNLT3 PAN2 TMEM170B TAPT1 SGMS1 ZBTB20 PPP1R11 OPN1LW LAMC1 ZNF705E EIF3A VEZT OCRL B3GNT2 MED28 CD2AP HOOK3 AHCYL1 ELL2 SNX30 RIMBP2 AJUBA THBS1 EBF3 TOB1 PEG10 PCCA EBF1 PPP3R1 CHST1 ONECUT2 DQX1 SV2C LRP10 TECTB ATP10D TOX BRMS1L HAS2 SHOC2 SETD9 ANKIB1 SERINC5 FLRT2 SLC16A9 DENND1B DYNC1LI2 ACTR2 TMEM150C PHF13 CYLD OPN1MW2 PHKA2 SLC30A7 PPP1R13L SNAI2 VAMP3 BPNT2 DYRK2 SPAG17 WWC2 CFL1 MSN DENR DENND6A AAK1 UNC13C RHOJ CAMKK2 ADCY6 INO80D RPAP2 SPIRE1 AQP2 CCN4 TNS3 CRISP3 FOXN3 NEXMIF BORCS8 ZNRF1 KLHL34 JAZF1 GXYLT2 PTPN4 PEDS1 SESN3 YES1 FAM171A1 SPAST PHIP CHST10 MTCH2 KLHL4 DOCK1 MOB1B OXR1 LMTK2 FOXF2 PHF21A NUFIP2 SLAIN2 PDS5B KIF19 VPS26B NPTX1 TMEM115 MED1 SMIM13 PDZRN4 TRIM37 NCOA4 RAPGEF4 PAIP1 PRRG3 TMEM245 SEC24A PIK3R1 TXNL1 SEPTIN7 PAIP2 RELL1 FBXO42 WASL GJA3 GABRB1 ANKRD27 LSM14A PURA MIR1305 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1305 BCL6 ESRRG SLC25A21 MDM2 FCHO2 AGTPBP1 MACIR ARHGEF7 GPX8 ATP11C ITPR2 BTBD11 KLF11 ZADH2 PFKFB3 ANKRD13C CDC14B CRTAP RSRC2 PGR LPAR1 CHL1 ELOC DGKH PHC3 ROBO1 PARP11 GCNT1 CNTN4 AP1S2 PCMTD1 RUNX1T1 PATJ KLF12 JADE1 LBH C22orf39 CDKL1 STRADB RAB26 CACNB4 CASQ2 GALNT3 DCUN1D1 ETNK1 TGFBR1 FLRT3 TBC1D15 SFMBT2 ZNF326 BANK1 ZBTB20 SEMA6D SLC35A3 WIPI2 ANKRD30A KPNB1 PGAP1 TENM1 MKRN1 AKAP11 ZNRF2 FAM149A U2SURP PAIP1 CEP63 MGME1 RAD54B DHX15 CDIN1 RADX EFR3A INSC ESCO2 LYRM2 ZNF426 PWWP3B SLK FAXC SPOP HCN1 CEP170 PPP2R3A GMCL1 PAPPA CLCN4 ERC2 PROSER2 PTGER4 HDAC9 CCSAP MS4A7 C8orf44-SGK3 PLOD2 AMD1 RTTN RBBP4 PREPL MDM1 FAM126B STXBP5 TMEM168 OSBPL11 USP13 PWP2 RASA2 SLC24A4 EYA3 GUCY1A2 USP46 SEC11C EXD2 G3BP2 KLHL15 LARP4 MXI1 VAPB ARFGEF3 CCDC126 ZNF830 TXLNG CDYL2 SLITRK2 NETO1 TMEM255A RRAGC CAV1 EYA4 LARP4B DCLK1 ZIM3 RCBTB1 CITED2 ARID4B RBM7 GABRA4 IPP P4HA3 PROX1 ZBTB21 CTDSPL2 UBA5 BLOC1S6 RGS20 IGF2BP3 TAF4B KIAA0895 JAKMIP2 POGLUT1 BCLAF1 ST3GAL5 SPRED1 ATXN1 EEF1E1 AEBP2 PIWIL4 PRTG RAB3C RAD21 PCDH9 RCAN3 COL25A1 HMGB1 FOXP1 RFX3 ACVR2A CRLS1 SP3 IGSF3 VWA2 NEK7 EHF CSGALNACT2 PLCXD3 C15orf40 UVSSA CHD6 TMPO FAR1 TMEM33 PFN4 SORCS3 LDLRAD4 EPB41L5 TRPC3 DDI2 RAG2 CNOT6L ZZZ3 SLC6A4 ZFX SLC25A46 ARL5A MLLT3 KANSL1 VKORC1L1 KIF3C ZFHX3 STRN3 KDM7A GAN ZNF12 ITGB1 VPS50 GID8 FRMD6 UBP1 ACOT9 RICTOR WEE1 SALL4 SMAP2 DENND5B KRAS RAB30 MIS18BP1 PPIE SGK3 KIF21A PDIK1L ENPP5 OCLN TP53INP1 FAT3 RASA1 C12orf40 MOSPD1 HMGCR GDA FAM241A NADK ZNF140 ATP2A1 USP51 DENND4A SLC36A4 PPP4R2 PPM1E MSRB3 FNBP1L EAF1 COMMD2 RBPMS GCN1 DNAH5 CLINT1 ZNF518A SLC25A24 ZDHHC6 CPSF6 ALAD WNT16 TBC1D4 C17orf100 HOOK1 RSPRY1 CSTF2 BCLAF3 JPH1 PALM3 SKIL RTKN2 FAN1 LBR POGLUT3 IGF1 GCFC2 PCDH15 RHOBTB1 TRHDE SYNPO2 ETV5 DTD2 TOR1AIP2 MCTP2 NPAS3 ILF2 LAT2 PKIA NLRP3 MBD2 RNF180 SSBP2 RAB27B ZNF780B RNF128 ADCYAP1 DTWD2 TSPAN2 DAAM1 VAPA CEP350 GALNT7 ZNF503 VGLL3 SLC25A5 COX15 PRSS23 SEL1L TUBB2B YTHDF1 RAPGEF6 CSAD ADH4 SCAF11 RGS4 ZNF263 MAB21L1 RSL1D1 DNAJC27 AZI2 MARK1 PAPSS2 ZMYM2 PPP3CA NIBAN1 LARP7 FGD4 CNTN1 SPOPL RIMS2 YME1L1 REEP3 IL23A NMU PRKG1 MGAT4A RAB33B TMTC2 FSTL5 SRGAP2 GNG2 CLOCK SSX2IP ABCD2 PRKAA2 FOXO3 HIPK1 FZD3 BNC2 PLEKHF2 DYRK1A NIPBL TMED7 DCAF8L1 ELK4 PAX9 ELMOD2 REPS2 SEPHS2 SPON1 NDFIP1 DYRK2 MINDY2 TRIM24 TGFB2 LLGL1 KLHL42 ESM1 SERINC1 PAIP2 CPSF7 APOLD1 TERF2IP IKZF5 DNAAF5 CDH6 TAF4 TMEM132B OSTM1 CCDC90B CACNA2D1 GRIA4 ACACB KBTBD11 EP300 MTMR6 SUB1 KATNBL1 CREBZF PTP4A1 TCP11L1 STAP1 KCNA1 AHR AMBN NIPA1 ARFIP1 PRPF4 KLF5 USO1 ATXN7L1 UBE2K TSN ZCCHC14 ATXN7 TENM3 TMTC3 SLC17A8 CXCL11 HDHD2 FANCF DOK6 FBXO15 ZFY HSPA4L MED4 THAP2 FAM214A TMX1 C1orf174 USF3 RND3 UBQLN1 SOX11 CLVS2 PSMC2 ADH7 C12orf29 NPAT MDFIC TCHH SKIDA1 HOOK3 TUBB ELL2 OPRM1 GPC6 CCDC18 ATG12 GGCX ONECUT2 SETDB1 RAB6D KIFBP MAP10 FGL2 SLC7A14 FLRT2 FAM199X EIF2S1 TLCD4 PCDHGA8 CLIP1 PGRMC2 PDE6A PHLPP1 TMEM69 BPNT2 SIAH1 MMP12 ZNF557 NEBL DENND6A ARL6IP6 FGG SLC7A11 TTC13 VIRMA PYGO1 MAP7 MPRIP CD1D CFAP206 CLVS1 FAM81A LNX2 GK5 CNTNAP3B SCCPDH IL17RD MAGEH1 KLHL24 KCTD9 UBR3 ESCO1 PHIP CYREN NAA25 TMEM167B SRGAP1 MID1 ZBTB4 SPATA4 CREBRF YOD1 AGK SOX9 CCN2 SOS1 CEP41 CNTN3 SP8 ACVR2B NCKAP1 PABPC4L TMEM215 TBC1D8B ZBTB11 ALS2 PPP2R2B NFATC3 CDK12 ST7 KITLG RNF138 SLC24A1 ZNF800 MEIKIN PRM1 SLX4IP HAPLN1 HMGA2 GPR37 MIR20B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR20B_5P PXK MINK1 AGFG1 CREB5 PCDHA2 SIKE1 HLF ZNF148 CAPRIN2 FCHO2 AGTPBP1 GAB1 IL6ST PRRG1 NEDD4L MYLIP OXR1 KLF11 WNK3 CXCL6 ZBTB7A PFKFB3 ANKRD13C ADARB1 URI1 PHC3 RPS6KA5 SCAMP5 PURB USP28 CHRM2 TSPAN9 VANGL1 EGR2 TGFBR2 DCUN1D1 VASH2 FLT1 LAMA3 ZNF367 LZIC KAT2B LMO3 CMTR2 PKD2 MTF1 FBXL3 ZBTB20 CALD1 TMBIM6 FGD5 SSH2 P2RX4 CROT REST MKRN1 AKAP11 CDC37L1 U2SURP DENND10 ATG16L1 HBP1 FRS2 ARHGAP12 BCL11B SMAD5 PTPRD TMX3 TAFA1 FYCO1 ITPRIPL2 ARHGEF10 DDX5 MKNK2 SALL3 PSG3 BICC1 NR2C2 GPATCH2 SEPTIN2 TNKS2 ATAD2 FAM13C AKTIP CEP97 CD274 EMSY TET3 GPR63 NABP1 CNOT6 TGM2 ETV1 NANOS1 ZNF236 RBL2 GXYLT1 PBX3 DDHD1 CYBRD1 LYPD6 DPYSL5 ANKRD17 CFL2 TNFRSF21 TSG101 ZXDA MASTL PCDHA12 SRCIN1 FAM126B STXBP5 ARID4A TMEM168 PRR15 ANKH ZFAND4 RAP2C RORA PAPOLA TAGAP GUCY1A1 E2F5 PRR16 SEMA7A RB1CC1 APP PFKP USP46 MEX3D OLFM3 RGMA RNH1 SALL1 ZBTB4 TRPV6 CD69 CEP120 KLHL15 MYT1L UNC80 PTHLH LASP1 RGL1 SUSD6 EGLN3 TENM1 SMOC2 TXNIP FSD1L ZNF652 TRIP10 PPP1R21 SLC16A6 DAB2 ARMC8 FOXK2 ZFYVE26 C2orf69 NCOA3 SRPK2 CNOT7 LRCH1 ARID4B PCDHAC2 UXS1 RPS6KA6 BAHD1 ANKFY1 SEMA4B SMAD4 GNS ZBTB18 SOX4 ARHGEF3 SPRED1 USP24 KLHL28 DNAJB9 PPP1R15B SCN1A ST3GAL1 TBC1D9 LYST EIF5A2 SERTAD2 ARHGAP1 XRN1 AFG1L SLC33A1 ZDHHC9 KIAA0513 AHNAK CHD5 REV3L ZBTB8A PCDHA10 ANO6 JPT1 AKAP13 UBE3C PEX5L KCNB1 EZH1 RAB5B PXYLP1 CNOT6L PTPN3 ZNF25 UEVLD ABCG4 ATG2B ROCK2 CCND1 FRMD6 CERCAM RRM2 MAP11 ERC1 FNDC3B ZNF704 CAPN15 CRY2 KLHL2 DENND5B STK17B FBXO48 CRYBG3 GABBR2 VLDLR UBXN2A BNIP2 USP6 AMER2 IGSF10 STK38 RUNX3 PSD ENPP5 NRIP3 ATXN1L GPR6 HS3ST5 ZNF264 DYNC1LI2 TMEM138 KATNAL1 CNOT4 C2CD2 PLXNA1 SLMAP SLC40A1 BTN3A1 RPS6KA4 ATL3 PCDHA5 NFAT5 FBXL5 FNBP1L ULK1 CCDC71L PRR14L TRIP11 PDE3B FOXJ3 KIF3B BTG3 SACS RHOC UBE2Q2 HSPA8 RORC FAT2 SLC49A4 ADAM9 RAB22A PDCD1LG2 WDFY3 PLEKHA3 ST6GALNAC6 TFAM PGM2L1 ZDHHC1 KPNA2 THRA USP31 NUP35 CTSK PCDH15 CTSA MMP24 TRDN RSRP1 ZNF512B ZFP91 USP3 GLIS3 L3MBTL3 PPP1R3B RASD1 GNB5 SLC4A8 CORO2B NDEL1 GOSR1 WDR37 RNF128 MAPRE3 CMKLR1 TRIM3 F3 ELK3 PCDHA8 FJX1 BRWD1 MCL1 PTPDC1 FAM189A1 FAT4 KCNK10 ZNF597 C14orf28 EPHA5 IRF9 UNK RASL11B TMEM127 TAOK1 SERF1B DPYSL2 FAM219B SUCO DNAJC27 WFS1 CREB1 PCDHA3 DUSP2 GPR137C TAOK3 NIBAN1 SNX8 FGD4 ARHGEF11 MYO5B KIF23 DOCK4 ANKRD29 MYNN ZC3H12C CEP170 SPOPL LRP8 MCF2L STAT3 REEP3 FBXO21 KCNJ10 HPS5 RBL1 NTN4 ITGB8 DCBLD2 BHLHE41 CLOCK RBM12B ITGA4 IQSEC2 SSX2IP SQSTM1 CAMTA1 STYX EIF4A2 TMEM265 CNRIP1 TPRG1L FZD3 IL1RAP PLAGL2 FAM117B TNKS1BP1 SAR1B NPLOC4 NBEA LIMA1 NCKAP5 UNKL ORMDL3 PDLIM5 DNAJC16 CMPK1 RAB10 ELK4 TM2D2 ABI1 REPS2 PRDM6 GNPDA2 MAPK1 DNAL1 AGO1 SLC24A2 PAK5 RUFY2 PAPOLB AP2B1 TMEM100 SH3BP5 CC2D1A PCDHA13 ZNF280B LHX6 HECTD2 SNX16 ARHGAP26 GRAMD1A ANKRD33B TNFAIP1 PLAG1 NAPEPLD MAP3K2 ZBTB33 KIAA1191 B3GALT2 OSTM1 ABCA1 ISM2 CSRNP3 ACSL4 MFAP3L RGMB SCAMP2 PKD1 ARHGEF28 TRIM36 TOPORS BBX EPHA4 LRIG1 LAPTM4A DRD1 NIPA1 DERL2 ZSCAN20 SMOC1 MTMR3 RNF6 SAMD12 FAM102A RAPGEFL1 ZFPM2 NFIC TANC1 RETREG3 VSX1 STRIP2 HEG1 TIAM1 NTNG1 SLITRK3 ZNFX1 RBBP7 RRAGD MAP3K14 ATP12A PCDHA11 OSR1 RETREG2 OTUD4 ABL2 SLC22A23 NIN PRCP LDLRAP1 MAPK4 PANX2 RACGAP1 GPR137B PCDHA7 PCDHAC1 IRF1 PTPN21 MED12L SGMS1 BCL2L11 NPAT GOLGA1 FAM210A ENTPD4 TBC1D20 OCRL MOSMO ZNF202 FEM1C SH3PXD2A ZFYVE9 ZBTB21 FBXO31 NHLRC3 DUSP8 MARCHF8 PPP3R1 SYTL4 RAB30 ABHD2 PTGDR NEUROG1 MAP3K8 LRPAP1 EREG PCDHA6 BRMS1L PITPNA LCOR HAS2 BTBD7 AGFG2 SLC46A3 ANKIB1 ANKRD50 HAUS8 PCDHA1 PARD6B MAP10 S1PR1 SLC16A9 RAPH1 PGBD5 FAM199X BEST3 CHP2 RAB8B EPHA7 SERP1 NACC2 ZBTB9 WDFY2 HIF1A RRAS2 KIF26B MFN2 NR2C1 RAB11FIP5 ZHX2 NAA30 KMT2A SERF1A AAK1 NAGK MIDN LDLR KMT5B NFIB CLIP4 BMPR2 TMEM64 MAP7 SLC17A7 ANKRD52 E2F1 SNTB2 RCCD1 LIMK1 RNASEH2B TP73 CDC23 EFCAB14 ARHGEF18 LPGAT1 ZBTB41 PTPN4 SESN3 MAGI3 PHIP FAM13A RAB11FIP1 RLIM SRGAP1 NPAS2 RASGRF2 ERAP1 MAP3K9 SLAIN2 BNC2 USP32 YOD1 KMT2B PDGFRA PCDHA4 ZNF827 PPP6C HTR2A SOS1 OSM BICD2 APCDD1 SCN2B KLF9 LRRC55 BTBD10 EPS15L1 TRIM37 CENPQ TBC1D8B PLXDC2 STK11 PIK3R1 NKIRAS1 TMEM167A SSH1 ZNF800 MFSD8 CCNG2 TET1 SLC4A4 SFMBT1 PAG1 MIR27A_3P_MIR27B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR27A_3P_MIR27B_3P UNKL TMEM91 NR2F2 AFF4 TMEM170A MTURN KCMF1 EYA4 GAB1 NCALD ALG9 SLC24A1 RSBN1L NCOA5 HOXA10 WNK3 GPD2 NCOA7 SPATA13 CHL1 RPS6KB1 KPNA3 MIER3 CLSTN2 AKIRIN1 PEAK1 RPS6KA5 TMEM9B TERB2 SPRY2 QKI DCUN1D4 NDUFS4 THRB KDM3A NDUFC2-KCTD14 TBR1 NCAM1 ACTA2 SOWAHA LPAR6 FBXW7 RCOR3 SLC35F1 DCP1A GALNT3 PAIP2B ZNF84 KAT2B FLRT3 SIK1B GRAMD1B PSMA1 CDH5 INA PLPPR1 PTGER3 CALD1 TMBIM6 SEMA6D PDK4 MYH10 SMAD9 NUP210 ST6GALNAC3 EYA1 APPBP2 GOLM1 SMAD5 FAM184A PALM2AKAP2 ADAMTS10 DYNC2LI1 DLL4 RNF139 RPN2 SLC25A25 DDX5 STX16 GPT2 ARHGEF7 UBR5 BICC1 NR2C2 CSF1 TRERF1 PPARG KCNN3 FCRL1 NREP ACVR1C CIPC ZNF426 CDC42EP3 ERG CCNG1 NABP1 CREB1 ZNF608 LPIN1 GXYLT1 CYP39A1 RALGAPA2 CTH SLFN5 PLK2 SH3GL3 ZSCAN26 KMT5A MARK1 MS4A7 RGL2 ARHGEF26 C20orf194 ST3GAL6 ITGA8 PNISR CSRP2 TLK2 MYT1 RREB1 CDH11 SLC35A3 WSB1 SGIP1 ROR1 GRIA4 CA10 UBE2V1 SS18L1 SEMA7A GRM5 MKLN1 SLC24A4 LPCAT1 SLC25A16 FBXO10 SLCO5A1 USP46 EDEM3 FAM217B OTX2 MDM4 EPB41L4A SNAP25 USP25 LARP4 CCNK TICRR VAPB GPAM SMOC2 TXLNG NETO1 NR5A2 CELF2 NAV2 RNF141 ARMC8 GAREM1 PRR3 SERBP1 RCBTB1 COLEC10 HSPH1 ZDHHC17 RC3H1 HOXC6 HIC1 CPPED1 SMAD4 RAPGEF2 GNS SNX10 GRIN2D FBXO45 POGLUT1 GSPT1 TSC1 FAM133B KCNK2 ERICH3 SLC13A3 ASPH LONRF1 EIF5A2 PCLO COMMD3-BMI1 MAP1B SRP19 TOM1L1 POU3F2 HIVEP3 DTNA ADAMTSL1 BRPF3 MDN1 EHF KCTD14 CEP135 PLXND1 NRK SEMA6A IKZF2 SNN ZNF329 ZNF268 CCNJ VAV3 ZMYM4 SNRNP27 SUCO EGFR YWHAQ BEX3 MATN3 HIP1 TGFBR3 KIAA1109 ZFHX3 KDM7A NRARP ANKS1A TRPV3 RO60 FRMD6 HS2ST1 LIPT2 EEF1AKMT4-ECE2 PNKD RCAN2 TRIM50 ZFAND3 ELFN2 DCAF12 CAPN15 NRBF2 REPS1 TSC22D2 EPS8 SLIT2 SEH1L ASAH1 VAV2 ZNF80 PIK3CA BNIP2 TMA7 FOXA3 RGPD5 CLCN3 COL21A1 TRIM23 WDCP STMN2 GPR6 PLCH1 MAP3K4 CKAP4 RNGTT KLHL31 HMGCR C2CD2 PCDH9 SYNRG LYSMD3 LIFR BTG1 SEC62 PPP4R2 FRS3 PEDS1-UBE2V1 RSPO3 UBE2N PRKX BEST1 RPGRIP1L CBLB PDE3B SLC9A7 COLGALT2 KCTD8 RMND5A SBF2 KLF3 CDK18 RUNX1 AQP11 ZNF708 SFSWAP EFNB2 ING5 SCN1A PDIA5 RNF8 HSDL1 KPNB1 YWHAB PDE7B CACNG2 CCM2 ADORA2B USP31 ABCB9 BTG2 ALDH5A1 EDRF1 LITAF SHC4 HBEGF GCC2 DEPDC4 EDAR KHSRP INSR SLC6A1 NOVA1 INSM2 RARA POU2F3 ARF3 COL19A1 TNPO1 NXT2 SLC9A4 CTU1 NPAS3 PANK1 C1orf52 RGPD4 TPR PKIA GATC UNC5D DCAF7 WDR37 FOXP4 GATAD2A CMKLR1 ADAMTSL3 CAND1 GEM GALNT7 DKK2 TSPYL1 KMT2C PDHX SCAF11 SORL1 TEAD1 COG7 PHLPP2 PCNX1 DNAJC27 TRIL MIGA2 ATP11C AHSA2P PRLR TCIM ID4 NPEPPS ZFP36 PTCH1 ZHX1 ARFGEF1 FCRL2 KIAA0319L FAM78A TTC39A NR1D2 MGAT4A SATB2 PELI2 FAM126A ATP2B1 SRGAP2 SLC39A11 MBTD1 TMCC1 B4GALT3 MMD WIPF2 CAMTA1 MKNK2 ABITRAM STAG1 NKAIN1 FOXO3 SOX7 SOGA1 MTMR4 RGS8 SIX1 ENDOU SLC35F4 GLTP FBLN5 OTULIN AGFG1 GATA6 PPIF PAX9 COPZ1 KLHL29 ZIC5 SLITRK1 HIPK2 PDPK1 NGFR NIPAL4 CNN3 MAP2K7 STYK1 PSEN1 PLPP3 AMD1 EPB41 RBPMS2 MED14 PAIP2 GRB2 IPMK PLCL2 HSD17B12 BNIP3 NR3C1 PHB ABHD17B PLAG1 NEURL1B TOR2A BEND4 SPTLC2 NF1 ABCA1 RELN APOOL ABHD17C AGRN FAM76B PDE10A ECE2 HSPD1 TMEM184A UGCG ZBTB34 C11orf58 ZCCHC24 SRL FOSB SETD5 TRAF3 CEMIP GRIA3 AK4 TNRC18 MOCS3 WBP1L ABHD6 SYNJ1 UHRF1BP1 MAPK14 HEG1 CDIP1 HDHD2 CLK2 RGPD6 PLEKHJ1 KITLG ITGA5 NECAB1 AFAP1 PRKCB B3GNT7 INPP5J ABL2 MTARC1 SLC22A23 SZRD1 CACNA2D3 FN1 MSL1 CHKA NXF1 PAQR9 RUFY3 USF3 GATA2 ATP1A2 MRPS14 CCDC28B SOX11 TMEM170B TAPT1 ST14 KCNK5 MED12L PLEKHH1 ZBTB20 GOLGA1 EN2 ZNF705E MAP2K4 ATAD2B CCNT2 SLC7A2 MIER2 RNF38 DIPK1A INPP1 RAP2A NEMP2 SLC5A7 PEG10 PF4V1 STAB2 PATZ1 ONECUT2 IRF4 PTGDR TMPRSS7 BRWD3 ANK1 E2F7 CHD7 RIPOR2 BMP3 GATA3 CDR2 LCOR ARL4C NEK6 PNPLA7 PARD6B FBXO34 LIMK1 RAPH1 TAB3 VSIG10 NEURL4 LOX GLRA2 NPTN KCNA4 DNAJC13 TNRC6B FUBP3 SLC30A7 TAF5L STAC SLC9B1 NECAP1 PRMT8 FOXO1 CCNC CRACDL GFPT2 DOT1L ARHGAP32 SFRP1 AKIRIN2 UNC13C DYRK1A SLC7A11 OGA ADCY6 KMT5B INO80D ITSN2 CECR2 SHE ZBTB39 AMPD3 CCN4 GNG12 NSD1 USP42 RGPD8 NR2F6 KCNJ3 FZD4 FAM171A1 MAGI3 RAB11FIP1 NHLH2 XPO1 PPP1CC ELAVL2 OAF SIK1 PRKG1 NRP2 CREBRF PDS5B TFAP2B SOS1 ZMAT3 PF4 ADGRA3 CAMK1D CCNY PSPC1 SCAI HYOU1 ARRDC4 KBTBD8 STK39 HOXA5 DYNLL2 PLEKHA5 ARX CDS1 TRAPPC8 SSH1 RYBP ZNF800 FGF7 NEDD4 TRAF3IP3 HAPLN1 TET1 RASSF3 MIR93_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR93_5P PXK MINK1 AGFG1 CREB5 PCDHA2 SIKE1 HLF ZNF148 CAPRIN2 FCHO2 AGTPBP1 GAB1 IL6ST PRRG1 NEDD4L MYLIP OXR1 KLF11 WNK3 CXCL6 ZBTB7A PFKFB3 ANKRD13C ADARB1 URI1 PHC3 RPS6KA5 SCAMP5 PURB USP28 CHRM2 TSPAN9 VANGL1 EGR2 TGFBR2 DCUN1D1 VASH2 FLT1 LAMA3 ZNF367 LZIC KAT2B LMO3 CMTR2 PKD2 MTF1 FBXL3 ZBTB20 CALD1 TMBIM6 FGD5 SSH2 P2RX4 CROT REST MKRN1 AKAP11 CDC37L1 U2SURP DENND10 ATG16L1 HBP1 FRS2 ARHGAP12 BCL11B SMAD5 PTPRD TMX3 TAFA1 FYCO1 ITPRIPL2 ARHGEF10 DDX5 MKNK2 SALL3 PSG3 BICC1 NR2C2 GPATCH2 SEPTIN2 TNKS2 ATAD2 FAM13C AKTIP CEP97 CD274 EMSY TET3 GPR63 NABP1 CNOT6 TGM2 ETV1 NANOS1 ZNF236 RBL2 GXYLT1 PBX3 DDHD1 CYBRD1 LYPD6 DPYSL5 ANKRD17 CFL2 TNFRSF21 TSG101 ZXDA MASTL PCDHA12 SRCIN1 FAM126B STXBP5 ARID4A TMEM168 PRR15 ANKH ZFAND4 RAP2C RORA PAPOLA TAGAP GUCY1A1 E2F5 PRR16 SEMA7A RB1CC1 APP PFKP USP46 MEX3D OLFM3 RGMA RNH1 SALL1 ZBTB4 TRPV6 CD69 CEP120 KLHL15 MYT1L UNC80 PTHLH LASP1 RGL1 SUSD6 EGLN3 TENM1 SMOC2 TXNIP FSD1L ZNF652 TRIP10 PPP1R21 SLC16A6 DAB2 ARMC8 FOXK2 ZFYVE26 C2orf69 NCOA3 SRPK2 CNOT7 LRCH1 ARID4B PCDHAC2 UXS1 RPS6KA6 BAHD1 ANKFY1 SEMA4B SMAD4 GNS ZBTB18 SOX4 ARHGEF3 SPRED1 USP24 KLHL28 DNAJB9 PPP1R15B SCN1A ST3GAL1 TBC1D9 POLR3G LYST EIF5A2 SERTAD2 ARHGAP1 XRN1 AFG1L SLC33A1 ZDHHC9 KIAA0513 AHNAK CHD5 REV3L ZBTB8A PCDHA10 ANO6 JPT1 AKAP13 UBE3C PEX5L KCNB1 EZH1 RAB5B PXYLP1 CNOT6L PTPN3 ZNF25 UEVLD ABCG4 ATG2B ROCK2 CCND1 FRMD6 CERCAM RRM2 MAP11 ERC1 FNDC3B ZNF704 CAPN15 CRY2 KLHL2 DENND5B STK17B FBXO48 CRYBG3 GABBR2 VLDLR UBXN2A BNIP2 USP6 AMER2 IGSF10 STK38 RUNX3 PSD ENPP5 NRIP3 ATXN1L GPR6 HS3ST5 ZNF264 DYNC1LI2 TMEM138 KATNAL1 CNOT4 C2CD2 PLXNA1 SLMAP SLC40A1 RPS6KA4 ATL3 PCDHA5 NFAT5 FBXL5 FNBP1L ULK1 CCDC71L PRR14L TRIP11 PDE3B FOXJ3 KIF3B BTG3 SACS RHOC UBE2Q2 HSPA8 RORC FAT2 SLC49A4 ADAM9 RAB22A PDCD1LG2 WDFY3 PLEKHA3 ST6GALNAC6 TFAM PGM2L1 ZDHHC1 KPNA2 THRA USP31 NUP35 CTSK PCDH15 CTSA MMP24 TRDN RSRP1 ZNF512B ZFP91 USP3 GLIS3 L3MBTL3 PPP1R3B RASD1 GNB5 SLC4A8 CORO2B NDEL1 GOSR1 WDR37 RNF128 MAPRE3 CMKLR1 TRIM3 F3 ELK3 PCDHA8 FJX1 BRWD1 MCL1 PTPDC1 FAM189A1 FAT4 KCNK10 ZNF597 C14orf28 EPHA5 IRF9 UNK RASL11B TMEM127 TAOK1 SERF1B DPYSL2 FAM219B SUCO DNAJC27 WFS1 CREB1 PCDHA3 DUSP2 GPR137C TAOK3 NIBAN1 SNX8 FGD4 ARHGEF11 MYO5B KIF23 DOCK4 ANKRD29 MYNN ZC3H12C CEP170 SPOPL LRP8 MCF2L STAT3 REEP3 FBXO21 KCNJ10 HPS5 RBL1 NTN4 ITGB8 DCBLD2 BHLHE41 CLOCK ITGA4 IQSEC2 SSX2IP SQSTM1 CAMTA1 STYX EIF4A2 TMEM265 CNRIP1 TPRG1L FZD3 IL1RAP PLAGL2 FAM117B TNKS1BP1 SAR1B NPLOC4 NBEA LIMA1 NCKAP5 UNKL ORMDL3 PDLIM5 DNAJC16 CMPK1 RAB10 ELK4 TM2D2 ABI1 REPS2 PRDM6 GNPDA2 MAPK1 DNAL1 AGO1 SLC24A2 PAK5 RUFY2 PAPOLB AP2B1 TMEM100 SH3BP5 CC2D1A PCDHA13 ZNF280B LHX6 HECTD2 SNX16 ARHGAP26 GRAMD1A ANKRD33B TNFAIP1 PLAG1 NAPEPLD MAP3K2 ZBTB33 KIAA1191 B3GALT2 OSTM1 ABCA1 ISM2 CSRNP3 ACSL4 MFAP3L RGMB SCAMP2 PKD1 ARHGEF28 TRIM36 TOPORS BBX EPHA4 LRIG1 LAPTM4A DRD1 NIPA1 DERL2 ZSCAN20 SMOC1 MTMR3 RNF6 SAMD12 FAM102A ZFPM2 NFIC TANC1 RETREG3 VSX1 STRIP2 PPARA HEG1 TIAM1 NTNG1 SLITRK3 ZNFX1 RBBP7 RRAGD MAP3K14 ATP12A PCDHA11 OSR1 RETREG2 OTUD4 ABL2 SLC22A23 NIN PRCP LDLRAP1 MAPK4 PANX2 RACGAP1 GPR137B PCDHA7 PCDHAC1 IRF1 PTPN21 MED12L SGMS1 BCL2L11 NPAT GOLGA1 FAM210A ENTPD4 TBC1D20 OCRL MOSMO ZNF202 FEM1C SH3PXD2A ZFYVE9 ZBTB21 FBXO31 NHLRC3 DUSP8 MARCHF8 PPP3R1 SYTL4 RAB30 ABHD2 PTGDR NEUROG1 MAP3K8 LRPAP1 EREG PCDHA6 BRMS1L PITPNA LCOR HAS2 BTBD7 AGFG2 SLC46A3 ANKIB1 ANKRD50 HAUS8 PCDHA1 PARD6B MAP10 S1PR1 SLC16A9 RAPH1 PGBD5 FAM199X BEST3 CHP2 RAB8B EPHA7 SERP1 NACC2 ZBTB9 WDFY2 HIF1A RRAS2 KIF26B MFN2 NR2C1 RAB11FIP5 ZHX2 NAA30 KMT2A SERF1A AAK1 NAGK MIDN LDLR KMT5B NFIB CLIP4 BMPR2 TMEM64 MAP7 SLC17A7 ANKRD52 E2F1 SNTB2 RCCD1 LIMK1 RNASEH2B TP73 CDC23 EFCAB14 ARHGEF18 LPGAT1 ZBTB41 PTPN4 SESN3 MAGI3 PHIP FAM13A RAB11FIP1 RLIM SRGAP1 NPAS2 RASGRF2 ERAP1 MAP3K9 SLAIN2 BNC2 USP32 YOD1 KMT2B PDGFRA PCDHA4 ZNF827 PPP6C HTR2A SOS1 OSM BICD2 APCDD1 SCN2B KLF9 LRRC55 BTBD10 EPS15L1 TRIM37 CENPQ TBC1D8B PLXDC2 STK11 PIK3R1 NKIRAS1 TMEM167A SSH1 ZNF800 MFSD8 CCNG2 TET1 SLC4A4 SFMBT1 PAG1 MIR526B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR526B_3P PXK MINK1 AGFG1 CREB5 PCDHA2 SIKE1 HLF ZNF148 CAPRIN2 AGTPBP1 GAB1 IL6ST PRRG1 ARAP2 NEDD4L MYLIP OXR1 KLF11 WNK3 CXCL6 ZBTB7A PFKFB3 ANKRD13C URI1 PHC3 RPS6KA5 PURB USP28 KLF12 CHRM2 VANGL1 EGR2 TGFBR2 FAM13A DCUN1D1 VASH2 FLT1 LAMA3 ZNF367 LZIC KAT2B LMO3 CMTR2 PKD2 FBXL3 ZBTB20 CALD1 TMBIM6 FGD5 SSH2 P2RX4 CROT REST MKRN1 AKAP11 CDC37L1 U2SURP DENND10 ATG16L1 HBP1 FRS2 ARHGAP12 BCL11B SMAD5 PTPRD TMX3 TAFA1 FYCO1 ITPRIPL2 ARHGEF10 DDX5 MKNK2 SALL3 PSG3 BICC1 NR2C2 GPATCH2 SEPTIN2 TNKS2 ATAD2 FAM13C AKTIP CEP97 CD274 EMSY TET3 FASTK GPR63 NABP1 TGM2 ETV1 NANOS1 ZNF236 RBL2 GXYLT1 PBX3 DDHD1 CYBRD1 LYPD6 DPYSL5 ANKRD17 CFL2 TNFRSF21 TSG101 ZXDA MASTL PCDHA12 SRCIN1 FAM126B STXBP5 ARID4A TMEM168 PRR15 ANKH ZFAND4 RAP2C RORA PAPOLA TAGAP GUCY1A1 E2F5 SEMA7A RB1CC1 APP PFKP USP46 MEX3D OLFM3 RGMA ZBTB4 TRPV6 UTP23 CD69 CEP120 KLHL15 MYT1L UNC80 PTHLH LASP1 EPHA5 RGL1 SUSD6 EGLN3 TENM1 SMOC2 TXNIP FSD1L ZNF652 TRIP10 PPP1R21 SLC16A6 DAB2 ARMC8 FOXK2 ZFYVE26 C2orf69 NCOA3 SRPK2 CNOT7 LRCH1 ARID4B PCDHAC2 UXS1 RPS6KA6 BAHD1 ANKFY1 SEMA4B SMAD4 GNS ZBTB18 SOX4 ARHGEF3 SPRED1 USP24 KLHL28 DNAJB9 PPP1R15B SCN1A ST3GAL1 TBC1D9 LYST EIF5A2 SERTAD2 ARHGAP1 XRN1 AFG1L SLC33A1 ZDHHC9 KIAA0513 AHNAK CHD5 REV3L ZBTB8A PCDHA10 ANO6 JPT1 AKAP13 UBE3C PEX5L KCNB1 EZH1 RAB5B MMP2 CNOT6L PTPN3 ZNF25 UEVLD ABCG4 ATG2B ROCK2 CCND1 FRMD6 CERCAM RRM2 MAP11 ERC1 FNDC3B ZNF704 CAPN15 CRY2 KLHL2 DENND5B STK17B ADARB1 FBXO48 SLC45A4 CRYBG3 GABBR2 VLDLR UBXN2A BNIP2 USP6 AMER2 IGSF10 STK38 RUNX3 PSD ENPP5 NRIP3 ATXN1L GPR6 HS3ST5 ZNF264 DYNC1LI2 TMEM138 KATNAL1 CNOT4 C2CD2 PLXNA1 SLMAP SLC40A1 RPS6KA4 ATL3 PCDHA5 NFAT5 FBXL5 FNBP1L ULK1 CCDC71L PRR14L TRIP11 PDE3B FOXJ3 KIF3B BTG3 SACS RHOC UBE2Q2 HSPA8 RORC FAT2 SLC49A4 ADAM9 RAB22A PDCD1LG2 WDFY3 PLEKHA3 ST6GALNAC6 TFAM PGM2L1 ZDHHC1 KPNA2 THRA USP31 NUP35 FCHO2 CTSK PCDH15 CTSA MMP24 TRDN RSRP1 ZNF512B ZFP91 USP3 GLIS3 L3MBTL3 PPP1R3B RASD1 GNB5 SLC4A8 CORO2B NDEL1 GOSR1 WDR37 RNF128 MAPRE3 CMKLR1 TRIM3 F3 ELK3 PCDHA8 FJX1 BRWD1 MCL1 PTPDC1 FAM189A1 FAT4 KCNK10 ZNF597 C14orf28 CDKN1A IRF9 UNK RASL11B TMEM127 TAOK1 SERF1B SORL1 DPYSL2 FAM219B SUCO DNAJC27 WFS1 CREB1 PCDHA3 DUSP2 GPR137C TAOK3 NIBAN1 SNX8 FGD4 ARHGEF11 MYO5B KIF23 DOCK4 ANKRD29 MYNN ZC3H12C CEP170 SPOPL LRP8 MCF2L STAT3 REEP3 FBXO21 KCNJ10 HPS5 NTN4 ITGB8 DCBLD2 BHLHE41 CLOCK ITGA4 IQSEC2 SSX2IP SQSTM1 CAMTA1 STYX EIF4A2 TMEM265 CNRIP1 TPRG1L FZD3 IL1RAP PLAGL2 FAM117B TNKS1BP1 SAR1B NPLOC4 NBEA LIMA1 NCKAP5 UNKL ORMDL3 PDLIM5 DNAJC16 CMPK1 SALL1 ELK4 TM2D2 ABI1 REPS2 PRDM6 GNPDA2 MAPK1 DNAL1 CPEB3 AGO1 SLC24A2 PAK5 RUFY2 PAPOLB AP2B1 TMEM100 SH3BP5 CC2D1A PCDHA13 ZNF280B LHX6 HECTD2 SNX16 ARHGAP26 GRAMD1A ANKRD33B TNFAIP1 NAPEPLD MAP3K2 ZBTB33 KIAA1191 B3GALT2 OSTM1 ABCA1 ISM2 CSRNP3 ACSL4 MFAP3L RGMB PKD1 ARHGEF28 TRIM36 NPAS3 TOPORS BBX EPHA4 LRIG1 LAPTM4A DRD1 RAB12 NIPA1 DERL2 ZSCAN20 SMOC1 MTMR3 RNF6 SAMD12 FAM102A RAPGEFL1 ZFPM2 TANC1 RETREG3 VSX1 STRIP2 HEG1 TIAM1 NTNG1 SLITRK3 ZNFX1 RBBP7 RRAGD MAP3K14 ATP12A PCDHA11 OSR1 RETREG2 OTUD4 ABL2 SLC22A23 NIN PRCP LDLRAP1 MAPK4 PANX2 RACGAP1 GPR137B PCDHA7 PCDHAC1 IRF1 PTPN21 MED12L SGMS1 SPTY2D1 BCL2L11 NPAT GOLGA1 FAM210A ENTPD4 TBC1D20 OCRL PLXDC2 MOSMO FEM1C SH3PXD2A ZFYVE9 ZBTB21 FBXO31 NHLRC3 PLCB1 DUSP8 MARCHF8 PPP3R1 SYTL4 SOCS6 ABHD2 PTGDR MAP3K8 LRPAP1 EREG PCDHA6 BRMS1L PITPNA LCOR HAS2 BTBD7 AGFG2 SLC46A3 ANKIB1 JAK1 ANKRD50 HAUS8 PCDHA1 PARD6B MAP10 S1PR1 SLC16A9 RAPH1 PGBD5 FAM199X BEST3 CHP2 RAB8B EPHA7 SERP1 NACC2 ZBTB9 WDFY2 HIF1A KIF26B MFN2 NR2C1 RAB11FIP5 ZHX2 NAA30 KMT2A SERF1A AAK1 NAGK MIDN LDLR KMT5B CLIP4 BMPR2 TMEM64 SLC17A7 ANKRD52 E2F1 SNTB2 RCCD1 LIMK1 RNASEH2B TP73 CDC23 EFCAB14 ARHGEF18 LPGAT1 ZBTB41 PTPN4 SESN3 MAGI3 PHIP RAB11FIP1 RLIM SRGAP1 NPAS2 SAMD8 RASGRF2 ERAP1 MAP3K9 SLAIN2 BNC2 USP32 YOD1 KMT2B PDGFRA PCDHA4 ZNF827 PPP6C HTR2A SOS1 OSM BICD2 APCDD1 KLF9 NEUROG2 LRRC55 BTBD10 EPS15L1 TRIM37 CENPQ TBC1D8B STK11 PIK3R1 NKIRAS1 TMEM167A SSH1 ZNF800 MFSD8 CCNG2 TET1 SFMBT1 MIR519D_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR519D_3P PXK MINK1 AGFG1 CREB5 PCDHA2 SIKE1 HLF ZNF148 CAPRIN2 FCHO2 AGTPBP1 GAB1 IL6ST PRRG1 NEDD4L MYLIP OXR1 KLF11 WNK3 CXCL6 ZBTB7A PFKFB3 ANKRD13C ADARB1 URI1 PHC3 RPS6KA5 SCAMP5 PURB USP28 CHRM2 TSPAN9 VANGL1 EGR2 TGFBR2 DCUN1D1 VASH2 FLT1 LAMA3 ZNF367 LZIC KAT2B LMO3 CMTR2 PKD2 MTF1 FBXL3 ZBTB20 CALD1 TMBIM6 FGD5 SSH2 P2RX4 CROT REST MKRN1 AKAP11 CDC37L1 U2SURP DENND10 ATG16L1 HBP1 FRS2 ARHGAP12 BCL11B SMAD5 PTPRD TMX3 TAFA1 FYCO1 ITPRIPL2 ARHGEF10 DDX5 MKNK2 SALL3 PSG3 BICC1 NR2C2 GPATCH2 SEPTIN2 TNKS2 ATAD2 FAM13C AKTIP CEP97 CD274 EMSY TET3 GPR63 NABP1 CNOT6 TGM2 ETV1 NANOS1 ZNF236 RBL2 GXYLT1 PBX3 DDHD1 CYBRD1 LYPD6 DPYSL5 ANKRD17 CFL2 TNFRSF21 TSG101 ZXDA MASTL PCDHA12 SRCIN1 FAM126B STXBP5 ARID4A TMEM168 PRR15 ANKH ZFAND4 RAP2C RORA PAPOLA TAGAP GUCY1A1 E2F5 PRR16 SEMA7A RB1CC1 APP PFKP USP46 MEX3D OLFM3 RGMA RNH1 SALL1 ZBTB4 TRPV6 CD69 CEP120 KLHL15 MYT1L UNC80 PTHLH LASP1 RGL1 SUSD6 EGLN3 TENM1 SMOC2 TXNIP FSD1L ZNF652 TRIP10 PPP1R21 SLC16A6 DAB2 ARMC8 FOXK2 ZFYVE26 C2orf69 NCOA3 SRPK2 CNOT7 LRCH1 ARID4B PCDHAC2 UXS1 RPS6KA6 BAHD1 ANKFY1 SEMA4B SMAD4 GNS ZBTB18 SOX4 ARHGEF3 SPRED1 USP24 KLHL28 DNAJB9 PPP1R15B SCN1A ST3GAL1 TBC1D9 LYST EIF5A2 SERTAD2 ARHGAP1 XRN1 AFG1L SLC33A1 ZDHHC9 KIAA0513 AHNAK CHD5 REV3L ZBTB8A PCDHA10 ANO6 JPT1 AKAP13 UBE3C PEX5L KCNB1 EZH1 RAB5B CNOT6L PTPN3 ZNF25 UEVLD ABCG4 ATG2B ROCK2 CCND1 FRMD6 CERCAM RRM2 MAP11 ERC1 FNDC3B ZNF704 CAPN15 CRY2 KLHL2 DENND5B STK17B FBXO48 CRYBG3 GABBR2 VLDLR UBXN2A BNIP2 USP6 AMER2 IGSF10 STK38 RUNX3 PSD ENPP5 NRIP3 ATXN1L GPR6 HS3ST5 ZNF264 DYNC1LI2 TMEM138 KATNAL1 CNOT4 C2CD2 PLXNA1 SLMAP SLC40A1 RPS6KA4 ATL3 PCDHA5 NFAT5 FBXL5 FNBP1L ULK1 CCDC71L PRR14L TRIP11 PDE3B FOXJ3 KIF3B BTG3 SACS RHOC UBE2Q2 HSPA8 RORC FAT2 SLC49A4 ADAM9 RAB22A PDCD1LG2 WDFY3 PLEKHA3 ST6GALNAC6 TFAM PGM2L1 ZDHHC1 KPNA2 THRA USP31 NUP35 CTSK PCDH15 CTSA MMP24 TRDN RSRP1 ZNF512B ZFP91 USP3 GLIS3 L3MBTL3 PPP1R3B RASD1 GNB5 SLC4A8 CORO2B NDEL1 GOSR1 WDR37 RNF128 MAPRE3 CMKLR1 TRIM3 F3 ELK3 PCDHA8 FJX1 BRWD1 MCL1 PTPDC1 FAM189A1 FAT4 KCNK10 ZNF597 C14orf28 EPHA5 IRF9 UNK RASL11B TMEM127 TAOK1 SERF1B DPYSL2 FAM219B SUCO DNAJC27 WFS1 CREB1 PCDHA3 DUSP2 GPR137C TAOK3 NIBAN1 SNX8 FGD4 ARHGEF11 MYO5B KIF23 DOCK4 ANKRD29 MYNN ZC3H12C CEP170 SPOPL LRP8 MCF2L STAT3 REEP3 FBXO21 KCNJ10 HPS5 RBL1 NTN4 ITGB8 DCBLD2 BHLHE41 CLOCK ITGA4 IQSEC2 SSX2IP SQSTM1 CAMTA1 STYX EIF4A2 TMEM265 CNRIP1 TPRG1L FZD3 IL1RAP PLAGL2 FAM117B TNKS1BP1 SAR1B NPLOC4 NBEA LIMA1 NCKAP5 UNKL ORMDL3 PDLIM5 DNAJC16 CMPK1 RAB10 ELK4 TM2D2 ABI1 REPS2 PRDM6 GNPDA2 MAPK1 DNAL1 AGO1 SLC24A2 PAK5 RUFY2 PAPOLB AP2B1 TMEM100 SH3BP5 CC2D1A PCDHA13 ZNF280B LHX6 HECTD2 SNX16 ARHGAP26 GRAMD1A ANKRD33B TNFAIP1 PLAG1 NAPEPLD MAP3K2 ZBTB33 KIAA1191 B3GALT2 ABHD5 OSTM1 ABCA1 ISM2 CSRNP3 ACSL4 MFAP3L RGMB SCAMP2 PKD1 ARHGEF28 TRIM36 TOPORS BBX EPHA4 LRIG1 LAPTM4A DRD1 NIPA1 DERL2 ZSCAN20 SMOC1 MTMR3 RNF6 SAMD12 FAM102A ZFPM2 NFIC TANC1 RETREG3 VSX1 STRIP2 HEG1 TIAM1 NTNG1 SLITRK3 ZNFX1 RBBP7 RRAGD MAP3K14 ATP12A PCDHA11 OSR1 RETREG2 OTUD4 ABL2 SLC22A23 NIN PRCP LDLRAP1 MAPK4 PANX2 RACGAP1 GPR137B PCDHA7 PCDHAC1 IRF1 PTPN21 MED12L SGMS1 BCL2L11 NPAT GOLGA1 FAM210A ENTPD4 TBC1D20 OCRL MOSMO ZNF202 FEM1C SH3PXD2A ZFYVE9 ZBTB21 FBXO31 NHLRC3 DUSP8 MARCHF8 PPP3R1 SYTL4 RAB30 ABHD2 PTGDR NEUROG1 MAP3K8 LRPAP1 EREG PCDHA6 BRMS1L PITPNA LCOR HAS2 BTBD7 AGFG2 SLC46A3 ANKIB1 ANKRD50 HAUS8 PCDHA1 PARD6B MAP10 S1PR1 SLC16A9 RAPH1 PGBD5 FAM199X BEST3 CHP2 RAB8B EPHA7 SERP1 NACC2 ZBTB9 WDFY2 HIF1A KIF26B MFN2 NR2C1 RAB11FIP5 ZHX2 NAA30 KMT2A SERF1A AAK1 NAGK MIDN LDLR KMT5B NFIB CLIP4 BMPR2 TMEM64 MAP7 SLC17A7 ANKRD52 E2F1 SNTB2 RCCD1 LIMK1 RNASEH2B TP73 CDC23 EFCAB14 ARHGEF18 LPGAT1 ZBTB41 PTPN4 SESN3 MAGI3 PHIP FAM13A RAB11FIP1 RLIM SRGAP1 NPAS2 RASGRF2 ERAP1 MAP3K9 SLAIN2 BNC2 USP32 YOD1 KMT2B PDGFRA PCDHA4 ZNF827 PPP6C HTR2A SOS1 OSM BICD2 APCDD1 SCN2B KLF9 LRRC55 BTBD10 EPS15L1 TRIM37 CENPQ TBC1D8B PLXDC2 STK11 PIK3R1 NKIRAS1 TMEM167A SSH1 ZNF800 MFSD8 CCNG2 TET1 SLC4A4 SFMBT1 PAG1 MIR9985 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9985 UNKL TMEM91 NR2F2 AFF4 TMEM170A MTURN KCMF1 EYA4 GAB1 NCALD SLC24A1 RSBN1L NCOA5 HOXA10 WNK3 GPD2 NCOA7 SPATA13 RPS6KB1 KPNA3 MIER3 CLSTN2 AKIRIN1 PEAK1 RPS6KA5 TMEM9B TERB2 SPRY2 QKI DCUN1D4 NDUFS4 THRB KDM3A NDUFC2-KCTD14 TBR1 NCAM1 ACTA2 SOWAHA LPAR6 FBXW7 RCOR3 SLC35F1 DCP1A GALNT3 PAIP2B ZNF84 KAT2B FLRT3 SIK1B GRAMD1B PSMA1 CDH5 INA PLPPR1 PTGER3 CALD1 TMBIM6 SEMA6D ANKRD40 PDK4 MYH10 SLC16A10 SMAD9 NUP210 ST6GALNAC3 EYA1 APPBP2 GOLM1 SMAD5 FAM184A PALM2AKAP2 ADAMTS10 DYNC2LI1 DLL4 RNF139 RPN2 SLC25A25 DDX5 STX16 GPT2 ARHGEF7 UBR5 BICC1 NR2C2 CSF1 TRERF1 PPARG KCNN3 FCRL1 NREP ACVR1C CIPC ZNF426 CDC42EP3 ERG CCNG1 NABP1 CREB1 ZNF608 LPIN1 GXYLT1 CYP39A1 RALGAPA2 CTH SLFN5 PLK2 SH3GL3 ZSCAN26 KMT5A MARK1 MS4A7 RGL2 ARHGEF26 C20orf194 ST3GAL6 ITGA8 PNISR CSRP2 TLK2 MYT1 RREB1 CDH11 SLC35A3 WSB1 ROR1 GRIA4 CA10 UBE2V1 SS18L1 SEMA7A GRM5 MKLN1 SLC24A4 LPCAT1 SLC25A16 FBXO10 SLCO5A1 USP46 EDEM3 FAM217B OTX2 MDM4 EPB41L4A SNAP25 USP25 LARP4 CCNK TICRR VAPB GPAM SMOC2 TXLNG NETO1 NR5A2 CELF2 NAV2 RNF141 ARMC8 GAREM1 PRR3 SERBP1 RCBTB1 COLEC10 HSPH1 ZDHHC17 RC3H1 HOXC6 HIC1 CPPED1 SMAD4 RAPGEF2 GNS SNX10 GRIN2D FBXO45 POGLUT1 GSPT1 TSC1 FAM133B KCNK2 ERICH3 SLC13A3 ASPH LONRF1 EIF5A2 PCLO COMMD3-BMI1 SRP19 TOM1L1 POU3F2 HIVEP3 DTNA ADAMTSL1 BRPF3 MDN1 EHF KCTD14 CEP135 PLXND1 NRK SEMA6A IKZF2 SNN ZNF329 ZNF268 CCNJ VAV3 ZMYM4 SNRNP27 SUCO EGFR YWHAQ BEX3 MATN3 HIP1 TGFBR3 KIAA1109 ZFHX3 KDM7A NRARP ANKS1A TRPV3 RO60 FRMD6 HS2ST1 LIPT2 EEF1AKMT4-ECE2 PNKD RCAN2 TRIM50 ZFAND3 ELFN2 DCAF12 CAPN15 NRBF2 REPS1 TSC22D2 EPS8 SLIT2 ENOX1 SEH1L ASAH1 VAV2 ZNF80 PIK3CA BNIP2 TMA7 FOXA3 RGPD5 CLCN3 COL21A1 TRIM23 WDCP STMN2 GPR6 PLCH1 MAP3K4 CKAP4 RNGTT KLHL31 HMGCR C2CD2 PCDH9 SYNRG LYSMD3 LIFR BTG1 SEC62 PPP4R2 FRS3 PEDS1-UBE2V1 RSPO3 UBE2N PRKX BEST1 RPGRIP1L PDE3B SLC9A7 COLGALT2 KCTD8 RMND5A SBF2 KLF3 CDK18 RUNX1 AQP11 ZNF708 SFSWAP EFNB2 ING5 SCN1A PDIA5 RNF8 HSDL1 KPNB1 YWHAB PDE7B CACNG2 CCM2 ADORA2B USP31 ABCB9 BTG2 ALDH5A1 EDRF1 LITAF SHC4 HBEGF GCC2 DEPDC4 EDAR KHSRP INSR SLC6A1 NOVA1 INSM2 RARA POU2F3 ARF3 COL19A1 TNPO1 NXT2 SLC9A4 CTU1 NPAS3 PANK1 C1orf52 RGPD4 TPR PKIA GATC UNC5D DCAF7 WDR37 FOXP4 GATAD2A CMKLR1 ADAMTSL3 CAND1 GEM GALNT7 DKK2 TSPYL1 KMT2C PDHX SCAF11 SORL1 TEAD1 COG7 PHLPP2 PCNX1 DNAJC27 TRIL MIGA2 ATP11C AHSA2P PRLR TCIM ID4 NPEPPS ZFP36 PTCH1 ZHX1 ARFGEF1 FCRL2 KIAA0319L FAM78A TTC39A NR1D2 MGAT4A SATB2 PELI2 FAM126A ATP2B1 SRGAP2 SLC39A11 MBTD1 TMCC1 B4GALT3 MMD WIPF2 CAMTA1 MKNK2 ABITRAM STAG1 NKAIN1 FOXO3 SOX7 SOGA1 MTMR4 RGS8 SIX1 MAP1B ENDOU SLC35F4 GLTP FBLN5 OTULIN AGFG1 GATA6 PPIF PAX9 COPZ1 KLHL29 ZIC5 SLITRK1 HIPK2 PDPK1 NGFR NIPAL4 CNN3 MAP2K7 STYK1 PSEN1 PLPP3 AMD1 EPB41 RBPMS2 MED14 PAIP2 GRB2 IPMK PLCL2 HSD17B12 BNIP3 NR3C1 PHB ABHD17B PLAG1 NEURL1B TOR2A BEND4 SPTLC2 NF1 ABCA1 RELN APOOL ABHD17C AGRN FAM76B PDE10A ECE2 HSPD1 TMEM184A UGCG ZBTB34 C11orf58 ZCCHC24 SRL FOSB SETD5 TRAF3 CEMIP GRIA3 AK4 TNRC18 MOCS3 WBP1L ABHD6 SYNJ1 UHRF1BP1 MAPK14 HEG1 CDIP1 HDHD2 CLK2 RGPD6 PLEKHJ1 KITLG ITGA5 NECAB1 AFAP1 PRKCB B3GNT7 INPP5J ABL2 MTARC1 SLC22A23 SZRD1 CACNA2D3 FN1 MSL1 CHKA NXF1 PAQR9 RUFY3 USF3 GATA2 ATP1A2 MRPS14 CCDC28B SOX11 TMEM170B TAPT1 ST14 KCNK5 MED12L PLEKHH1 ZBTB20 GOLGA1 EN2 ZNF705E MAP2K4 ATAD2B CCNT2 SLC7A2 MIER2 RNF38 DIPK1A INPP1 RAP2A NEMP2 SLC5A7 PEG10 PF4V1 STAB2 PATZ1 ONECUT2 IRF4 PTGDR TMPRSS7 BRWD3 ANK1 E2F7 CHD7 RIPOR2 BMP3 GATA3 CDR2 LCOR ARL4C NEK6 PNPLA7 PARD6B FBXO34 LIMK1 RAPH1 TAB3 VSIG10 NEURL4 LOX GLRA2 NPTN KCNA4 DNAJC13 TNRC6B FUBP3 SLC30A7 TAF5L STAC SLC9B1 NECAP1 PRMT8 FOXO1 CCNC CRACDL GFPT2 DOT1L ARHGAP32 SFRP1 AKIRIN2 UNC13C DYRK1A SLC7A11 OGA ADCY6 KMT5B INO80D ITSN2 CECR2 SHE ZBTB39 AMPD3 CCN4 GNG12 NSD1 USP42 RGPD8 NR2F6 KCNJ3 FZD4 FAM171A1 MAGI3 RAB11FIP1 NHLH2 XPO1 PPP1CC ELAVL2 OAF SIK1 PRKG1 NRP2 CREBRF PDS5B TFAP2B SOS1 ZMAT3 PF4 ADGRA3 CAMK1D CCNY PSPC1 SCAI SLC46A3 HYOU1 ARRDC4 KBTBD8 STK39 HOXA5 DYNLL2 PLEKHA5 ARX CDS1 TRAPPC8 SSH1 RYBP ZNF800 FGF7 NEDD4 TRAF3IP3 HAPLN1 TET1 RASSF3 MIR3133 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3133 MEST IPO5 SIX4 SIKE1 TAF7L ZNF217 ZNF148 ARMC1 GOLGA6L9 DMD PRRC1 KERA CBX3 CCDC32 MORF4L2 NRF1 SLC16A9 GOLT1B SATB1 CBL ARAP2 TFEC URI1 NIPA2 ATG5 PHC3 C21orf91 TEX30 SLC44A1 CMPK1 QKI ASB11 SIM1 ALCAM PCMTD1 RUNX1T1 P2RY10 NAPB VANGL1 API5 MOB1B RCOR3 CADM1 SLFN13 ST6GALNAC5 PHACTR3 PKD2 CPNE5 CR1 MTF1 ITIH5 TDGF1 PSD3 BCOR MSL2 GNGT1 UPF1 ZBTB20 PTGER3 TENM1 CCDC117 AKAP11 ZC3H12B PTPN20 SCRN3 TMED4 TMEM183A RBMXL1 IL17RD RAD54B CANT1 TBL1XR1 DHX15 NRP1 PHACTR4 DYNC1I2 NR2C2 DUSP16 TNKS2 ATG4C GBP4 CBLB TCEAL4 FAM169A CADM2 ZNF706 ZIC3 HOXC4 CIPC MOB1A SLK IKZF2 SUMO2 TRDMT1 ERC2 ZNF608 KCNJ13 LUC7L3 VWA3B TSPYL5 LPAR5 PPIC CYBRD1 DPY19L3 TDRP JAG2 PEG3 HIF1A CAMSAP2 PREPL TMEM200A STXBP5 STEAP2 CSRNP2 TMEM47 FTH1 RXYLT1 RAP2C LARGE1 SLC2A14 MAP4K3 TMOD1 NCEH1 RPRD1A SYT14 ERCC4 GRM5 RB1CC1 NMNAT2 LOXL4 KIAA1143 SPRY3 CXXC4 EPB41L4A CUL5 FHL1 USP25 KCNQ5 TNRC6B LRRC8B VAPB FMO3 FSD1L KRT10 ARF6 SUMO1 CDYL2 PCGF5 EDEM1 ANKS1B ARMC8 FNIP1 CEPT1 DACH1 NFASC SNTG1 CREBBP GABRA4 RPS6KA6 PERP TMF1 FEZ2 RNF182 MACROH2A1 IFNA8 PUM1 TSC22D2 SORT1 FLI1 ACTR3 ITGA6 EEF1E1 SEPTIN8 DNAJB9 MTCH2 ASPH ZNF680 PCMTD2 GLRA2 CHIC1 NEK7 VPS13A OSBPL8 PHF21A JADE2 P2RY14 CASD1 ZMYM4 NHS CHSY1 MON2 SLC26A2 TGFBRAP1 ASAH2B RFC5 LGSN RNF2 SLC6A11 ATG2B FRMD6 ATAD1 RP2 LAMA4 HECW2 RC3H2 DENND5B STK17B MAP2 DIAPH3 TCEAL8 PIP4P2 ATRX OPRK1 TUT4 PDIK1L RGPD5 EYS CETN3 TIMM29 TRIM9 FAT3 BIVM SESN3 CTNNA3 HMGCR DENND4A SEC62 PDP2 SLC36A4 ATL3 NFAT5 GOPC ATF7IP HMGB2 ANLN TSR1 IRS1 ABCB10 GSTCD SRSF3 SESTD1 MICAL2 DNM3 FHDC1 ZNF566 SIAE PRKAR2B RGS13 PDCD1LG2 HIPK3 MDGA2 SCN1A USF2 NQO1 PCSK5 SLC6A14 DMGDH MBOAT1 TRIM5 GLT8D2 GCC2 PLPPR4 LHX2 UBE2W ANTXR2 FCHSD2 GAS1 C5orf24 TIA1 PPP1CB RGPD4 TPR ZNRF3 VAPA SLC22A23 LIN7A ZNF503 RUFY3 TRIM2 CUL3 ZNF468 ADGRL3 SP4 FZD10 TAOK1 LONRF2 TEAD1 ZNF131 AKAP6 CETN2 SLC2A3 EDNRB GRIA3 POLD3 SCN7A ANKRD28 ACBD7 CEP170 RIMS2 ZEB2 C8orf37 PTPRK C5orf51 REEP3 ARFGEF1 FXR1 RIOK1 POF1B MED26 PRKG1 TAFA2 MGAT4A ARHGAP21 LRATD2 LRP6 ITGA4 NAA16 CAMTA1 PCSK1 CEP85L CAPS2 FOXJ2 KDM4D TARDBP LPGAT1 NBEA PRKAR2A RORA WDR45B KMT5B GNAI1 OTULIN EIF3M PLRG1 SALL1 RAB10 ELMOD2 MAPK1IP1L CPEB3 ASB15 SLC24A2 GFPT1 MAGEB4 CTSO EPHA5 NCAM1 MAP3K2 PIK3CD TMTC1 INSYN2A ACER2 SYNPO2 UNC5C FKBP5 AKAP5 PDE10A AVL9 BEND7 ELAVL1 TMEM63B TRAM1L1 ZNF451 UGCG GJA1 BBX PABPC1 UGGT1 KRTAP4-11 LRRC49 GABRG1 MEX3A ZNF699 SAXO2 TMEM183B SCN9A PRPF4B RGPD6 ARIH1 NECAB1 MAPK10 B3GALNT2 NLGN1 ARMC2 ZNF644 OTUD4 FSBP TGFB2 SRSF10 SELENOP SON TRPA1 PPARGC1A ATP5PF ST13 ATP6AP2 LPIN2 PSME4 SOX11 TMEM170B TAPT1 GPR143 ATP2B4 C12orf29 GPATCH2L KRTAP4-8 ZDHHC21 CNTNAP2 GOLGA4 PLXDC2 LIN54 HOOK3 RFXAP SIRT1 RAB21 ABRAXAS2 TRAPPC10 ONECUT2 FMO2 OR7D2 MITF MEF2C TIGAR YWHAE CCDC82 NETO1 PDGFA DICER1 ERI2 ABCC1 KCNJ6 EIF2S1 OPRM1 TLCD4 TJP1 EIF2D RIC8B SMIM17 C1orf185 RYR2 ZNF24 CACNB4 LACTB LATS2 NECAP1 PCDHB4 DHX32 ORC5 RIOK3 CDK19 HERPUD2 NAA30 AAK1 GARRE1 KLLN PPM1K STX18 RPGR CXCL13 AMPH ERCC6L2 INO80D MAP7 SREK1 TNIK HIVEP2 NEXMIF GK5 RGPD8 PARM1 TMEM260 TSPAN7 CEP41 DNAL4 CSTF2T BCAT1 RBBP5 ZBTB41 DUSP7 HSD17B11 PHIP FAM220A KLHL4 OXR1 CYREN KLF7 SCML2 ZNF320 FIGN CREBRF MCFD2 MAP3K9 SMURF1 AGK TFAP2B SLC25A32 MACC1 PPTC7 KAT6A SMIM13 EXT1 SCAI TMEM245 LIN7C OTUD7B GRPEL2 TRAPPC8 DGKH PHF8 ABLIM1 FOXA1 HMGA2 MYCT1 GPR37 PHF6 PAG1 MIR450B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR450B_5P PRDM16 PAK3 UBN2 CBX3 PTPRR MEF2C AGO3 ATP11C MBNL3 OTOGL C1RL PRRG1 MEI4 REP15 PRKACB LYPD6B GZF1 ADAM19 CDC14B BCL10 ATP9A ANK3 LRRC39 SLC39A14 TRIQK PALLD CGGBP1 QKI TMEM267 MARCHF7 HSD11B1 PURB JAM2 ABRAXAS1 CHRM2 SOWAHA STS ARPC5 DCP1A MTDH GEM RFC1 ZNF367 PKD2 BZW1 PSD3 MSL3 ZBTB20 RAB43 UBASH3B MSTO1 UBR1 SLC16A10 U2SURP IBTK DENND10 ELAVL4 CNOT7 CNTN5 DAB2IP ZBTB10 DGKE AQP4 NPHP1 LAYN DKK3 PLCB4 PGRMC1 YEATS2 EBF1 CADM2 ZIC3 PWWP3B PBX1 FAXC CDC42EP3 CENPK TPST2 SLC4A7 REEP1 NANOS1 RHOQ PRICKLE2 GASK1B CFL2 RPP14 DPY19L3 RALA HNRNPK MAGED4B KLHL8 NFKB1 NFE2L2 UCHL5 SLC35A3 ECT2 HADHB ERBB2 SOX21 RAP2C IRF2BPL CP LHX1 RCBTB2 MAGED4 VGLL4 LEPROTL1 LEPROT CTTNBP2NL MBNL1 RASSF5 EEA1 ENTPD1 USP47 CLIP4 EOGT PDZRN3 BPTF TRO CUL5 GAPT CCNYL1 DNAJA3 NELL1 CCNK ARFGEF3 C1orf21 KLF8 CACNA1B EGF ART3 EPHB1 CDYL2 TLCD3A ANKS1B TMEM255A ZFYVE26 TRPM3 PBRM1 GABRA4 NKAIN2 LRRN1 CDHR3 TTN ZDHHC17 SATB2 GNA13 GTF2A1 MS4A12 CHMP2B GSN PCDHGA7 PRTG HNRNPL ZBTB43 EDA TFRC FOXE1 CALM2 CRB1 AADAT HSPA13 XKR4 SNCA PI4K2B C3orf70 SPTSSB SPRTN PLK4 MKX UVSSA SETD6 CHD6 SORCS1 CAMK4 RBMS3 PEX5L KCNB1 NEBL NAV3 MCC APBB2 NDRG3 PDE3A PTBP1 NEDD1 SLC25A46 C16orf72 SLCO3A1 MAMDC2 MIER1 BACH2 TMEM199 CLCC1 PCSK6 RNF217 CAMTA1 CMTM8 FNDC3B STARD9 ENOX2 PLEKHO2 CACNA1C LUM RAB11A WDR59 MAP3K13 ADARB1 JKAMP MAP2 KMT2E THSD7A GABBR2 DMP1 SLC9C1 CCDC91 DAZ3 RARG CLCN3 RAB3IP TUB CALB1 NWD2 SESN3 ZNF516 CAMK2N1 PDS5A SLC36A4 NEPRO DAZ4 GUCY1A2 NKTR HMGB2 ANO3 MBLAC2 CBLB TMEM106B CCDC179 ATXN7 SMC1A FILIP1 NBAS KCTD21 RAB23 HERC3 RASGEF1C PLXNA4 GMFB RUNX1 PRKAR2B ADAM9 KPNA6 CCDC170 ADH1B HIPK3 SLC30A4 FRMD4A CPEB1 PHF20 BCLAF3 DENND1B PPHLN1 ACVR1 LBR POGLUT3 IGF1 SUN2 PTPRZ1 TRDN RNF113B AGPAT5 C18orf25 SGCD TRIO STIM2 RXFP1 SLC17A6 GNAQ KCTD1 MIPOL1 IGSF1 POLR3F TUBA4A TNPO1 ANKRD12 SMIM9 KLHL5 CAPZA2 NXT2 USP9X ARID1A BICD2 SPTBN4 PKD2L2 DLK1 UNC5D PIP5K1B ZNF10 ADAM10 ATF7IP SENP8 ETV6 DAAM1 DAZ2 CEP350 GALNT7 WWP1 VGLL3 NOXRED1 DKK2 CCBE1 LRAT GOLGA5 PABPC5 AK5 CLRN1 C3orf38 SP4 FAM120A SENP1 ACSL4 SCAF11 C15orf61 TAOK1 ATP2C1 SCAF8 FBN1 FLRT3 STOX2 PCDH19 ANKRD28 SPOPL RIMS2 MRPL44 NECAP2 TMEM123 FCRL2 MED26 NR1D2 ATP8B2 LRP6 TRMT12 GPATCH2L VCP BCL2 FAM189A2 HIPK1 TMLHE ECPAS LPGAT1 VMA21 SOD2 TENT4B AGFG1 INTS6L CT62 UBE2I ELK4 PAX9 EDIL3 AUTS2 NR4A2 MARCHF5 PCDH7 MZT1 CHMP4B CLEC3B GNAI3 C1GALT1C1 IKZF5 GGNBP2 XPO4 ZNF701 ABCA1 PAN2 BCL11B INTS13 CSRNP3 GLCCI1 PDE10A DDX24 MSX2 PNRC1 YIPF6 ARID4A HSPB8 PTP4A1 SOX2 SLC1A6 PABPC1 KCNA1 EMX2 SMCO3 MLLT6 GPR158 GABRG1 SOX6 APPL1 USO1 UBE2K PCDH17 LNPEP MRPL35 GABPA C11orf49 PLEKHA8 FOXR2 PABPC3 RBM47 HUS1B GSPT1 FAM160B2 GALNTL6 CNKSR2 C1orf174 RFX7 SGMS1 NPAT PLXDC2 B3GNT2 CD2AP HOOK3 GFRA2 GPC6 VPS36 ONECUT2 BRWD3 KRT15 FRYL SERINC5 SLAMF1 AGO4 SLU7 WAC ZNF366 ERI2 TLCD4 LYPLA1 FUBP3 KIDINS220 ZNF813 LAMP2 CNNM1 CCNC RBPJ ORC5 OR9Q1 MSN SYT7 CCDC9B AMPH KCNIP3 INO80D NSD3 ISM1 GSTA2 FOXN3 PDK2 TPP2 IFI44L CEP41 MAPK6 MSTN PTPN4 PHIP MMUT FAN1 APC CLCN5 RASGRF2 MAN1A1 SHB CAMK1D TYR AOAH ZBTB11 CCNDBP1 SALL4 LSM14B WWTR1 TNRC6A ATP5MG TET1 PURA ENDOD1 MIR548F_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548F_3P CREB5 ITPRID2 ADAM22 HLF ZNF148 ZEB1 C7orf26 DMD PRRC1 FERMT2 C1orf131 ERBIN CCAR1 ZNF281 RUFY2 DDX3X RPS6KB1 MIER3 DGKH PHC3 CSK BEX2 CUL3 QKI B4GALT6 PURB SGCZ CNTN4 NDUFC2-KCTD14 DSG2 FBXW7 ATF2 PIAS1 MOB1B SULT1C4 TGFBR3 PTBP3 SRSF11 BOLL PTBP2 ETNK1 WASHC3 MTF1 BCOR MSL2 PLPPR1 ZBTB20 SERBP1 REST U2SURP CCL28 PAIP1 SMAD5 TMED4 UGT3A1 FNIP2 PCNA XRN2 SPINK7 TXNRD1 THUMPD1 USP38 SINHCAF ARPP19 TBL1XR1 IFT81 DKK3 ZBTB14 CHCHD7 ZNF484 GUCY1A1 RAD51AP1 NEURL3 ACVR1C JAKMIP3 WDR47 IKZF2 SV2B GPR63 IREB2 PIK3CG HACE1 DDHD1 ENPP2 OPRM1 MFAP3L USP33 ARHGAP6 ZFX TRMT10A MTX3 GABPB1 ATRNL1 PTPN12 MAP7 MYO5A GTF2IRD2B SRCIN1 PLEKHB2 B3GLCT STXBP5 ARID4A CDYL ZFAND4 SGIP1 RNF38 USP48 TAF9B GEMIN5 PI4KB GCSAML ENTPD1 P3R3URF-PIK3R3 PHF3 MEX3D EDEM3 OTX2 CXXC4 CDK13 RAB31 IQCJ-SCHIP1 UTP23 KAZN KLHL15 LTBP1 CCNYL1 CSDE1 KDELR3 TNRC6B NUAK1 GPAM TTC39B SLCO4C1 SREK1 ATP2A2 PCGF5 KIF2A TLNRD1 PIP4K2A ZFYVE28 SLC4A4 RAD23A HYPK EIF1 SMAD4 GNS JAKMIP2 GTF2A1 SPRED1 ATXN1 FLI1 EGFL8 KLHL28 CENPH SLC1A3 SLC25A36 CDCA4 TFRC PMS1 PAPOLA PLCH1 PCLO COMMD3-BMI1 SERTAD2 SP3 NEK7 RPP30 WDTC1 OSBPL8 C3orf70 MMP2 MAP4 NRK TSTD2 TMEM33 SMNDC1 CAVIN4 GPR85 GTF2IRD2 ADAMTSL3 GFRA1 RNF19A MCC EIF4E PTEN GADD45A MAFB ZNF681 ZFHX3 CCDC186 VPS37A SPIRE1 RNF2 SLC6A11 ATF7IP2 LPP PSIP1 SLC44A5 CAMTA1 ENOPH1 ATXN3 CD47 ATL1 TPBG OTUD6B CXCR4 ATRX TAB2 TM9SF2 TRPM7 UBE2G1 ZNF713 SLC26A4 TP53INP1 ZFHX4 HS3ST3A1 ITGAV ZNF260 HERC4 ALKBH5 GEMIN2 CALB1 RNF14 ZNF264 SESN3 DYNC1LI2 TSPAN16 PAK2 HNRNPUL2 SEC62 ADGRB3 ZNF275 NFAT5 CALM1 RPGRIP1L GPR22 SLC2A13 ALS2 ATXN7 FOXJ3 SLC25A24 TOP2B CPNE8 ESYT2 PPM1B NAV3 PPP6R3 RAB22A MYEF2 SNRPD1 CPNE3 TCF20 EZR PGM2L1 ZMYND19 ANGEL2 SPIN4 PDE7B PBX2 ZDBF2 ZNF91 USP31 SKIL PCDH7 TMEM169 RNF207 EHMT1 PIK3R1 C18orf25 DTD2 SDE2 TNPO1 EVI5 NNT PEX13 ARL6IP1 NHLRC2 TPR ADAMTS5 RAB27B ADAM10 TSPAN2 BRWD1 BTF3 ADIPOQ ST18 COX15 PABPC5 PARP16 LEPROT TAOK1 TEAD1 ADPRH NF1 MECP2 PHF6 KANSL1L TRAPPC1 DNAJC27 INHBB GRIA3 PCBP1 ATP11C CNBP CNTN1 DCC ZC3H12C SPOPL C8orf37 WAPL ZNF569 RAPGEF5 DENND4C NTN4 BBS5 OSM ARHGAP21 FOXO3 ZNF658 CEP85L CDC42BPB MPZL2 VMA21 CTTNBP2 ZYG11B TENT4B SCML1 TMED7 ELK4 FTHL17 TOP2A NEMF SAMD8 SPATA5 WDR17 MINDY2 LINC02801 N4BP2L1 OTULINL MYO1B IPMK HECTD2 UBR2 TRMT5 CDK6 MAP3K2 PHF20L1 CDC14A HERC1 XPO4 NUDT12 ZNF333 TTPA WASF1 LATS1 ZBTB44 ZPLD1 ZNF229 PCGF3 EBF2 ZNF711 PDE10A FAM3C SUB1 ELAVL1 HACD3 FAM76A FZD3 UGGT1 ZNF280C PNPLA4 GABRG1 TNRC18 ANKRD55 RBFOX1 ZFPM2 KCNC1 DIDO1 STAM2 MEX3C TMED5 NR3C2 SYNDIG1L TBP TRUB1 PCDH11X STRBP G3BP2 TP53BP1 GNAO1 ADH5 GNB2 KMT2D MED4 ACKR3 CLASP2 PLAGL1 GPR137B MTPAP C12orf73 MSI1 MPHOSPH9 ZDHHC21 CNTNAP2 VEZT MEF2A MED28 TDG CNOT6L RGS3 PIK3CB PPM1D PPP3R1 SOCS6 ONECUT2 APELA BRWD3 FAM149B1 HLTF IKBIP C4orf51 GPC4 SERINC5 RAPH1 PIK3R3 CELSR1 NSD2 RSBN1 VPS13C ARL8B CNEP1R1 SELENOF FGG GKAP1 ZFR BMPR2 AMPH GALNT1 INO80D PIGN EPC1 NEXMIF LRRTM3 ZCCHC10 ZBTB41 FZD4 TMEM236 PHIP LUC7L2 RNPS1 CFHR5 FBXO22 VASP B3GAT1 DR1 ACYP2 KANSL1 PDS5B SOX9 KLF9 RNF168 DSC2 MMAB FTO PCBP2 ACVR2B CSTF3 CHST14 POU4F1 SCAI TMEM245 ADSS2 TET2 KBTBD8 STK39 ABHD6 ANKRD11 PCBP4 LYRM7 PIKFYVE HTR5A TRAPPC8 SOWAHC GABRB1 HAPLN1 TET1 PAG1 MIR3143 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3143 PIAS2 SIX4 SELENOI DIP2B ZNF148 FCHO2 DMXL2 MACIR SNX16 CIAO1 GNB1 ITPR2 MBNL3 RPAP3 NRN1 STAM TMBIM4 MLF1 WNK3 MRPS18C CHL1 LCA5 RALGPS1 NR3C1 RBM39 LACTB2 CGGBP1 DCUN1D4 B4GALT6 SGCZ A1CF TEX12 UBB ERCC3 LRCH2 CACNB4 GLS DSCC1 DCUN1D1 ETNK1 WDR75 USPL1 ZNF302 FBXL3 GNGT1 MSL3 CLPX TCERG1 ST6GALNAC3 SLC35A1 SRSF5 FAM91A1 THUMPD1 FOXG1 ARHGEF10 SMIM14 GALR1 AQP4 TBL1XR1 IFT81 EML6 LZTFL1 CDIN1 COX7A2L PUM2 ADAM23 POC5 PLSCR5 NSMCE2 ACVR1C CADM2 ZIC3 PWWP3B TGOLN2 FMR1 GOPC TYW3 SCN3A CREB1 PLSCR4 ETV1 IREB2 GPR1 RBL2 PBX3 TSPYL5 CEBPG FAM237A PIEZO2 CASP7 LIN9 CNKSR2 GAPVD1 USP33 PER3 FOXD4L6 DPY19L3 NOX4 HNRNPA2B1 FGFR2 ADD3 KLHL8 CER1 RAB6A NSUN4 FAM126B TRDN ANKRD26 PRR15 INPP1 PDE4D VSTM4 LHX1 PAPOLA LMBR1 C7orf57 GRM5 GOLGA8H MKLN1 MBNL1 SPRY3 KLHL15 FOXD4L3 CSDE1 TNRC6B IDE GPAM ARF6 BCL11A PIK3C2A TLNRD1 AHCTF1 C2orf69 DACH1 NPR3 TRIM13 SNTG1 MATR3 GOLGA8R MACROH2A1 ZBTB21 NUP50 TPGS2 ABHD18 PEX19 SPRED1 C12orf56 GCK NCKAP1 FBXO21 ZBTB43 POU2F2 EIF5A2 FOXD4 PCDH9 TMOD3 RBM46 SLC2A2 RNF6 AHCY DNAJB6 MAP1LC3B OSBPL8 UFSP2 CHD6 FOXN2 SORCS1 ANO6 ZNF493 TMEM33 FBXO33 PHACTR2 CSMD3 ADGRG2 BEND6 RTN1 MON2 CXCL14 CNOT6L PRDM11 HEBP2 RASSF10 NRARP ELOVL4 RNF2 DDX3Y INSIG2 POT1 SFR1 IDI1 CACNB2 PSIP1 PREX2 TWF1 STK17B KCNJ16 EPS8 KMT2E RUNDC3B CYB5R4 ISOC1 CHML TAB2 SLC38A4 ATP10A TRPM7 AMER2 TMEM263 ALDH9A1 ZFHX4 EYS ZNF260 HERC4 ZNF280D LIFR PDS5A MDFIC PPP4R2 EFR3B IL5 NFAT5 CLDN12 UBE2N ADCY1 GDAP2 RRP15 KCTD8 NSUN6 EMCN SBF2 AZIN1 CERS3 CCDC85A UBE2W SMIM8 SLC44A5 ZNF696 SH3GLB1 FGF12 TTC21B GOLGA6D ELOVL2 CCL2 RPRD1A DCP2 AVIL RTKN2 B3GNT5 CTSS PCDH7 GCFC2 SLC30A8 FGD6 NCAPG2 NADK2 DMRTA2 TNPO1 COL14A1 KLHL5 HNRNPDL GOLGA8N MROH8 TNFSF11 HNF4G PANK1 GABRR2 RUFY4 ATF7IP CAND1 TMEM243 INTS2 GPCPD1 ATP6V0D2 ERBB4 UBR7 ARPP21 PDHX KIAA1841 TMEM237 ZNF131 AKAP6 OSER1 TAF1A ATP2C1 DNAJC27 AMN1 KCNN4 PCF11 LCOR ID4 MAK ZC3H12C ZFP36L1 NDUFB5 POF1B TRIB2 RASAL2 OSM ZNF319 MBTD1 GPHN LGALSL ABCD2 RNF180 FOXO3 EIF4A2 HIPK1 RNF11 SLITRK4 CCDC141 SV2A KDM4D KCNJ2 YIPF5 SENP7 ZYG11B AGFG1 NAIP NEFL MINDY2 GTPBP8 KLHL42 GOLGA8Q DMC1 IRF5 SNX18 GRIK2 ANO5 SETD3 RAB6C GGNBP2 CDH6 SCG2 MAP3K2 BBS7 TMEM132B RNF103 MARS2 KIF4B NUDT12 LATS1 EDNRA GOLGA8T KLHDC1 AKAP5 PWWP2A MND1 KIAA0753 MTMR6 FIGN GRPEL1 CREBZF HACD3 PTP4A1 SLCO2A1 CDH2 CEMIP2 ZNF451 CALHM5 TMEM97 SASS6 ZFPM2 TMED5 B2M LEPROTL1 BTAF1 PCSK6 ATP6V1B2 ARHGAP18 HSPA4L ALG10B NIN SLC10A7 AMMECR1 HDHD2 UBQLN1 SOX11 MRFAP1 GOLGA8J SPTBN1 PLXDC2 B3GNT2 BLOC1S4 SPPL2A GPR82 WDR43 CCDC6 RNF138 RAB30 ONECUT2 GRB14 RAB6D ABRA UBA2 SPOCK3 STYX GOLGA6C NIFK SERINC5 INTU GOLGA6B ZEB1 BMP2K CXCL2 ZNF28 LATS2 BPNT2 GLT6D1 LURAP1L BHLHE40 SLC7A11 CTNND2 NOG ARHGEF33 NT5DC1 PYGO1 ZNF519 WLS CARNMT1 RRS1 GOLGA8M NEXMIF RBM47 HECA SRSF2 OSGEPL1 FZD4 PTPN4 KIF4A NDUFB4 NAA25 KIAA1522 SAMD8 PNISR KLHDC10 SIPA1L2 DLX3 CREBRF HMGN5 C16orf95 RTL4 KAT6A RNF212B CATSPERB FOXD4L1 CADM1 SCAI DMRT3 ZNF660 ADSS2 DNAJC15 DPP10 KANSL2 AFDN TMEM167A FAM117A RELL1 WASL UHRF1BP1L ZNF800 SLX4IP RAP1B HAPLN1 TYRP1 AC055839.2 MIR4803 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4803 EVI2B GRM1 ADAM22 SIX4 PAK3 ZNF217 LTBP1 UBN2 ZEB1 RCHY1 PIAS2 PALM2AKAP2 FBXO3 KLF11 BDNF CHL1 UIMC1 DERL3 ICE2 VAT1L QKI ASAP2 DCLRE1A MAPK7 CD109 PCMTD1 ROBO2 WNT7B NCAM1 REV1 TGFBR2 TNIK RNF43 GLS VTA1 YWHAZ XIAP ETNK1 GSE1 BCL2L11 FBXL3 ADAMTS9 EDNRB ZBTB20 CALD1 SH3D19 DDB2 CSNK1G3 N4BP1 REST ZNRF2 RGS4 ITM2B FAM91A1 RAF1 UBE2H VEPH1 IL1RAP ARMC8 CCDC14 ASZ1 HAUS6 GATA2 ACVR1C CADM2 ZIC3 UBE2E3 FKBP6 FAM114A1 PBX1 AP1S3 CEP170 TMSB4Y SMAD7 TRDMT1 CREB1 SLC4A7 PAPPA DCT TAF2 HACE1 MRPS17 TRA2A DDHD1 PRSS27 LIN9 PRDM1 RMDN2 C8orf44-SGK3 DAZAP1 MINDY3 MYT1 CAMSAP2 CC2D2B CDYL FAAH2 FGFR1 CAAP1 TOGARAM1 TMEM14C SEMA7A LEPROT ARAF NRXN1 CHAMP1 SYTL3 NMNAT2 ASTN2 IQCH SLC30A6 TMED2 DCUN1D5 COX15 PHYHIPL LMLN TNRC6B NDUFAF4 CALHM4 CCNT2 BTRC BCL11A TMEM255A TLNRD1 EPHX4 DACH1 SPOCK3 CREBBP CAV2 GABRA4 ZFAND6 RPS6KA6 ZDHHC17 HOXC6 DDIT4L CTPS1 SMAD4 TAF4B VPS13C ZBTB18 HORMAD1 GTF2A1 GRID1 KLHL28 ABCC4 PRTG SLC25A36 NSMCE3 PRKCH COL25A1 CHIC1 RBM46 GPM6A POU3F2 POSTN PI15 SKP2 MKX MTSS1 MAGEB6 EIF3J CNOT8 TMEM33 FBXO33 ZNF329 PHACTR2 SDC2 MON2 APBB2 RETREG2 ZNF25 ARL5A TMEM178A NRARP GAN CHD1 CAPRIN1 TNFSF15 VPS37A EMB LRP12 JUND PJA2 RICTOR PLS3 ZMYM5 NEFM GRAMD2B PIGBOS1 HECW2 TMEM165 RNLS PURG DLG2 OTUD6B ACSM5 CRYBG3 TNNI3K KLRC2 KIAA2026 CLEC6A ASAH1 SGK3 ATP10A SS18 COL21A1 GTF2H2 MOSPD1 GDA C14orf39 ZNF280D ZNF678 LRR1 FBXW11 MDFIC PPM1B TNF TNFSF13B STRAP RPGRIP1L USP37 FOXJ3 KCTD8 OSBPL6 ANGPT2 PHC1 BTN2A2 ESYT2 SERPINB8 DPY19L4 FLVCR1 FRMPD4 CHRNA5 SON DEPDC1 UBE2W SMIM8 ZKSCAN4 NCBP3 SCN1A RECK SH3GLB1 ACP3 GIMAP6 NCAM2 HNRNPH1 EGR1 PGM2 ZMYND19 PVALB FGD6 KLRC1 TNFRSF17 HBEGF ANTXR2 MYO3B COL19A1 EPC1 TNPO1 AKAIN1 L3MBTL3 DYRK4 SYPL1 SSBP2 FAM210A TTF2 RUFY4 ADCYAP1 BRWD1 ZNF529 ZNF503 TADA2B TNC DGCR2 ZNF468 ZNF493 CDKN1B SH2D1B ADGRL3 TMEM135 SP4 SCAF11 TAOK1 GLI3 FUS TPTE TRIL IL12A ZNF492 SOX8 JUP PCDH19 SLC38A11 DOCK4 ZC3H12C UBE2V2 LRP8 ZFP36L1 CBLN4 ATP2B1 LRP6 PPP3CC ACSL3 CFAP97 FAM160A2 MGST1 PAX6 EIF4A2 HOXB2 PDZD2 FAM117B BNC2 NRCAM RBBP5 TULP4 FGD4 CTTNBP2 PTPN2 PPIG CMSS1 KMT5B DNAJC16 AGFG1 HHIP ELK4 MPPED2 COL4A3 GNAI3 IPMK ATP6V1A NR3C1 SEMA5A CALCRL CDK6 HEATR5A PIK3CD BEND4 ZNF667 GLCCI1 PCGF3 OMA1 TANK DSG1 GPNMB LUC7L MTMR6 ZNF470 F8 TBL1X LPCAT2 UGCG ELAVL2 SMARCAD1 PTGES3 DNAJC21 ICA1L MKRN3 PRRG1 MIGA1 ZFP36L2 APPL1 ZFPM2 LEPROTL1 GABPA TIAM1 SLC17A8 PFN2 H2AZ2 IGFBP5 ROR2 SNX29 NANP SACS TTC14 TRPC1 MMP3 SLC10A7 DENND5A ZCCHC4 THAP10 USP15 TMEM170B RFX7 LAMC1 ZDHHC21 JUN RHEB TRIM23 POU3F1 HOOK3 PDE4B NKX2-5 C8orf76 UTP6 GTPBP10 RAB30 APELA PLK4 RELN KIFBP SELE CENPJ RBMX EREG TMX2 MEF2C GOLGA6C SHISA3 BMP2K BPNT2 GABRB3 R3HDM1 PLPPR5 SEMA3C AAK1 SLC7A11 ARPP19 NPAP1 PYGO1 KCNQ3 VPS13B INO80D ST8SIA4 MAP2K6 TMEM260 CCDC28A PRDM15 CSTF2T ARL2BP ERCC3 PAXIP1 NHLH2 EIF2S3 SCML2 LIMCH1 ZNF320 MAN1A1 MACC1 STK4 CHAC2 LIFR BRINP3 CDK17 GNAI1 RAPGEF4 XPNPEP3 KHDRBS3 ZNF827 FPGT-TNNI3K ADSS2 ADAMTS1 MTMR9 CKS1B OBI1 FGB FGF7 CCDC141 SLC16A14 ANKRD27 ATP6V1B1 MIR548BC http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548BC CREB5 ITPRID2 ADAM22 HLF ZNF148 ZEB1 C7orf26 DMD PRRC1 FERMT2 C1orf131 PIAS2 ERBIN CCAR1 ZNF281 RUFY2 DDX3X RPS6KB1 MIER3 DGKH PHC3 CSK BEX2 CUL3 QKI B4GALT6 PURB SGCZ CNTN4 NDUFC2-KCTD14 DSG2 FBXW7 ATF2 PIAS1 MOB1B SULT1C4 TGFBR3 PTBP3 SRSF11 BOLL PTBP2 ETNK1 WASHC3 MTF1 BCOR MSL2 PLPPR1 ZBTB20 SERBP1 REST U2SURP CCL28 PAIP1 TMED4 UGT3A1 FNIP2 PCNA XRN2 SPINK7 TXNRD1 THUMPD1 USP38 ARPP19 TBL1XR1 IFT81 DKK3 ZBTB14 CHCHD7 ZNF484 GUCY1A1 RAD51AP1 NEURL3 ACVR1C JAKMIP3 WDR47 IKZF2 SV2B GPR63 PIK3CG HACE1 DDHD1 ENPP2 OPRM1 MFAP3L USP33 ARHGAP6 ZFX TRMT10A MTX3 GABPB1 ATRNL1 PTPN12 MAP7 MYO5A GTF2IRD2B SRCIN1 PLEKHB2 B3GLCT STXBP5 ARID4A CDYL ZFAND4 SGIP1 RNF38 USP48 TAF9B GEMIN5 PI4KB GCSAML ENTPD1 P3R3URF-PIK3R3 PHF3 MEX3D EDEM3 OTX2 CXXC4 CDK13 RAB31 IQCJ-SCHIP1 UTP23 KAZN KLHL15 LTBP1 CCNYL1 CSDE1 KDELR3 TNRC6B NUAK1 GPAM TTC39B SLCO4C1 SREK1 ATP2A2 PCGF5 KIF2A TLNRD1 PIP4K2A ZFYVE28 SLC4A4 RAD23A HYPK EIF1 SMAD4 GNS JAKMIP2 GTF2A1 SPRED1 ATXN1 FLI1 EGFL8 KLHL28 CENPH SLC1A3 SLC25A36 CDCA4 TFRC PMS1 PAPOLA PLCH1 PCLO COMMD3-BMI1 SERTAD2 SP3 NEK7 RPP30 WDTC1 OSBPL8 C3orf70 MMP2 MAP4 NRK TSTD2 TMEM33 SMNDC1 CAVIN4 GPR85 GTF2IRD2 ADAMTSL3 GFRA1 RNF19A MCC EIF4E PTEN GADD45A MAFB ZNF681 ZFHX3 CCDC186 VPS37A SPIRE1 RNF2 SLC6A11 ATF7IP2 LPP PSIP1 SLC44A5 CAMTA1 ENOPH1 ATXN3 CD47 ATL1 TPBG OTUD6B CXCR4 ATRX TAB2 TM9SF2 TRPM7 UBE2G1 ZNF713 SLC26A4 TP53INP1 ZFHX4 HS3ST3A1 ITGAV ZNF260 HERC4 ALKBH5 GEMIN2 CALB1 RNF14 ZNF264 SESN3 DYNC1LI2 TSPAN16 PAK2 HNRNPUL2 SEC62 ADGRB3 ZNF275 NFAT5 CALM1 RPGRIP1L GPR22 SLC2A13 ALS2 ATXN7 FOXJ3 SLC25A24 TOP2B CPNE8 ESYT2 PPM1B NAV3 PPP6R3 RAB22A MYEF2 SNRPD1 CPNE3 TCF20 EZR PGM2L1 ZMYND19 ANGEL2 SPIN4 PDE7B PBX2 ZDBF2 ZNF91 USP31 SKIL PCDH7 TMEM169 RNF207 EHMT1 PIK3R1 C18orf25 DTD2 SDE2 TNPO1 EVI5 NNT PEX13 ARL6IP1 NHLRC2 TPR ADAMTS5 RAB27B ADAM10 TSPAN2 BRWD1 BTF3 ADIPOQ ST18 COX15 PABPC5 PARP16 LEPROT TAOK1 TEAD1 ADPRH NF1 MECP2 PHF6 KANSL1L TRAPPC1 DNAJC27 INHBB GRIA3 PCBP1 ATP11C CNBP CNTN1 DCC ZC3H12C SPOPL C8orf37 WAPL ZNF569 RAPGEF5 DENND4C NTN4 BBS5 OSM ARHGAP21 FOXO3 ZNF658 CEP85L CDC42BPB MPZL2 VMA21 CTTNBP2 ZYG11B IREB2 TENT4B SCML1 TMED7 ELK4 FTHL17 TOP2A NEMF SAMD8 SPATA5 WDR17 MINDY2 LINC02801 N4BP2L1 OTULINL MYO1B IPMK HECTD2 UBR2 TRMT5 CDK6 MAP3K2 PHF20L1 CDC14A HERC1 XPO4 NUDT12 ZNF333 TTPA WASF1 LATS1 ZBTB44 ZPLD1 ZNF229 PCGF3 EBF2 ZNF711 PDE10A FAM3C SUB1 ELAVL1 HACD3 FAM76A FZD3 UGGT1 ZNF280C PNPLA4 GABRG1 TNRC18 ANKRD55 RBFOX1 ZFPM2 KCNC1 DIDO1 STAM2 MEX3C NR3C2 SYNDIG1L TBP TRUB1 PCDH11X STRBP APOL6 G3BP2 TP53BP1 GNAO1 ADH5 GNB2 KMT2D MED4 ACKR3 CLASP2 PLAGL1 GPR137B C12orf73 MSI1 MPHOSPH9 ZDHHC21 CNTNAP2 VEZT MEF2A MED28 TDG CNOT6L RGS3 PIK3CB PPM1D PPP3R1 SOCS6 ONECUT2 APELA BRWD3 FAM149B1 HLTF IKBIP C4orf51 GPC4 SERINC5 RAPH1 PIK3R3 CELSR1 NSD2 RSBN1 VPS13C ARL8B CNEP1R1 FGG GKAP1 ZFR BMPR2 AMPH GALNT1 INO80D PIGN EPC1 NEXMIF LRRTM3 ZCCHC10 ZBTB41 FZD4 TMEM236 PHIP LUC7L2 RNPS1 CFHR5 FBXO22 VASP B3GAT1 DR1 ACYP2 KANSL1 PDS5B SOX9 KLF9 RNF168 DSC2 MMAB FTO PCBP2 ACVR2B CSTF3 CHST14 POU4F1 SCAI TMEM245 ADSS2 TET2 KBTBD8 STK39 ABHD6 ANKRD11 PCBP4 LYRM7 PIKFYVE HTR5A TRAPPC8 SOWAHC GABRB1 HAPLN1 TET1 PAG1 MIR548AZ_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AZ_3P CREB5 ITPRID2 ADAM22 HLF SLC4A10 ZNF148 ZEB1 C7orf26 DMD PRRC1 FERMT2 C1orf131 ERBIN CCAR1 ZNF281 RUFY2 DDX3X RPS6KB1 MIER3 DGKH PHC3 CSK BEX2 CUL3 QKI B4GALT6 PURB SGCZ CNTN4 NDUFC2-KCTD14 DSG2 FBXW7 ATF2 PIAS1 MOB1B SULT1C4 TGFBR3 PTBP3 SRSF11 BOLL PTBP2 ETNK1 BMI1 WASHC3 MTF1 BCOR MSL2 PLPPR1 ZBTB20 REST U2SURP CCL28 PAIP1 TMED4 UGT3A1 FNIP2 PCNA XRN2 SPINK7 TXNRD1 THUMPD1 USP38 ARPP19 TBL1XR1 IFT81 DKK3 ZBTB14 CHCHD7 ZNF484 GUCY1A1 RAD51AP1 NEURL3 ACVR1C JAKMIP3 WDR47 IKZF2 SV2B GPR63 HCFC2 PIK3CG HACE1 ENPP2 OPRM1 MFAP3L USP33 ARHGAP6 ZFX TRMT10A MTX3 GABPB1 ATRNL1 PTPN12 MAP7 MYO5A GTF2IRD2B KLHL8 SRCIN1 PLEKHB2 B3GLCT STXBP5 ARID4A CDYL ZFAND4 SGIP1 RNF38 USP48 TAF9B GEMIN5 PI4KB GCSAML ENTPD1 P3R3URF-PIK3R3 PHF3 MEX3D EDEM3 OTX2 CXXC4 CDK13 RAB31 IQCJ-SCHIP1 UTP23 KAZN KLHL15 LTBP1 CCNYL1 CSDE1 KDELR3 TNRC6B NUAK1 GPAM TTC39B SLCO4C1 SREK1 ATP2A2 PCGF5 KIF2A TLNRD1 SERBP1 PIP4K2A ZFYVE28 SLC4A4 RAD23A HYPK EIF1 SMAD4 GNS JAKMIP2 GTF2A1 SPRED1 ATXN1 FLI1 EGFL8 KLHL28 CENPH SLC1A3 SLC25A36 CDCA4 TFRC PMS1 PAPOLA PLCH1 PCLO COMMD3-BMI1 SERTAD2 SP3 NEK7 RPP30 WDTC1 OSBPL8 C3orf70 MMP2 MAP4 NRK TSTD2 TMEM33 SMNDC1 CAVIN4 GPR85 GTF2IRD2 ADAMTSL3 GFRA1 RNF19A MCC EIF4E PTEN GADD45A MAFB ZNF681 ZFHX3 CCDC186 VPS37A SPIRE1 RNF2 SLC6A11 ATF7IP2 LPP PSIP1 SLC44A5 CAMTA1 ENOPH1 ATXN3 CD47 ATL1 TPBG OTUD6B CXCR4 ATRX TAB2 TM9SF2 TRPM7 UBE2G1 ZNF713 SLC26A4 TP53INP1 ZFHX4 HS3ST3A1 ITGAV ZNF260 HERC4 ALKBH5 GEMIN2 CALB1 RNF14 ZNF264 SESN3 DYNC1LI2 TSPAN16 PAK2 SEC62 ADGRB3 ZNF275 NFAT5 CALM1 RPGRIP1L GPR22 SLC2A13 ALS2 ATXN7 FOXJ3 SLC25A24 TOP2B CPNE8 ESYT2 PPM1B NAV3 PPP6R3 RAB22A MYEF2 SNRPD1 CPNE3 TCF20 EZR PGM2L1 ZMYND19 ANGEL2 SPIN4 PDE7B PBX2 ZDBF2 ZNF91 USP31 SKIL PCDH7 TMEM169 RNF207 EHMT1 PIK3R1 C18orf25 DTD2 GNAQ SDE2 TNPO1 EVI5 NNT PEX13 ARL6IP1 NHLRC2 TPR ADAMTS5 RAB27B ADAM10 BRWD1 BTF3 ADIPOQ ST18 COX15 PABPC5 PARP16 LEPROT TAOK1 TEAD1 ADPRH NF1 MECP2 PHF6 KANSL1L TRAPPC1 DNAJC27 INHBB GRIA3 PCBP1 ATP11C CNBP CNTN1 DCC ZC3H12C SPOPL C8orf37 WAPL ZNF569 RAPGEF5 DENND4C NTN4 BBS5 OSM ARHGAP21 FOXO3 ZNF658 CEP85L CDC42BPB MPZL2 VMA21 CTTNBP2 ZYG11B IREB2 TENT4B SCML1 TMED7 ELK4 FTHL17 TOP2A NEMF SAMD8 SPATA5 WDR17 MINDY2 LINC02801 N4BP2L1 OTULINL MYO1B IPMK HECTD2 UBR2 TRMT5 CDK6 MAP3K2 PHF20L1 CDC14A HERC1 XPO4 NUDT12 ZNF333 TTPA WASF1 LATS1 ZBTB44 ZPLD1 CSRNP3 ZNF229 PCGF3 EBF2 ZNF711 PDE10A FAM3C SUB1 ELAVL1 HACD3 FAM76A FZD3 UGGT1 ZNF280C PNPLA4 GABRG1 TNRC18 ANKRD55 RBFOX1 ZFPM2 KCNC1 DIDO1 STAM2 MEX3C PRKAR1A NR3C2 GUCY1B1 SYNDIG1L TBP TRUB1 PCDH11X STRBP G3BP2 TP53BP1 GNAO1 ADH5 GNB2 KMT2D MED4 ACKR3 CLASP2 PLAGL1 GPR137B C12orf73 MSI1 MPHOSPH9 ZDHHC21 CNTNAP2 VEZT MEF2A MED28 TDG CNOT6L RGS3 PIK3CB PPM1D PPP3R1 SOCS6 ONECUT2 APELA BRWD3 FAM149B1 HLTF YWHAE IKBIP C4orf51 GPC4 SERINC5 RAPH1 PIK3R3 CELSR1 NSD2 RSBN1 VPS13C ARL8B CNEP1R1 FGG GKAP1 ZFR BMPR2 AMPH GALNT1 INO80D PIGN EPC1 NEXMIF LRRTM3 ZCCHC10 ZBTB41 FZD4 TMEM236 PHIP LUC7L2 RNPS1 CFHR5 FBXO22 VASP B3GAT1 DR1 ACYP2 KANSL1 PDS5B SOX9 KLF9 RNF168 DSC2 MMAB FTO PCBP2 ACVR2B CSTF3 CHST14 POU4F1 SCAI TMEM245 ADSS2 TET2 KBTBD8 STK39 ABHD6 ANKRD11 PCBP4 LYRM7 PIKFYVE HTR5A TRAPPC8 SOWAHC GABRB1 HAPLN1 TET1 TSPAN2 PAG1 MIR548A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548A_3P CREB5 ITPRID2 ADAM22 ZNF148 ZEB1 C7orf26 DMD PRRC1 FERMT2 C1orf131 ERBIN CCAR1 ZNF281 RUFY2 DDX3X RPS6KB1 MIER3 DGKH PHC3 CSK BEX2 CUL3 QKI B4GALT6 PURB SGCZ CNTN4 NDUFC2-KCTD14 DSG2 FBXW7 ATF2 PIAS1 MOB1B SULT1C4 TGFBR3 PTBP3 SRSF11 BOLL PTBP2 ETNK1 WASHC3 MTF1 BCOR MSL2 PLPPR1 ZBTB20 SERBP1 REST U2SURP CCL28 PAIP1 SMAD5 TMED4 UGT3A1 FNIP2 PCNA XRN2 SPINK7 TXNRD1 THUMPD1 USP38 SINHCAF ARPP19 TBL1XR1 IFT81 DKK3 ZBTB14 CHCHD7 ZNF484 GUCY1A1 RAD51AP1 NEURL3 ACVR1C JAKMIP3 WDR47 IKZF2 SV2B GPR63 IREB2 PIK3CG HACE1 DDHD1 ENPP2 OPRM1 MFAP3L USP33 ARHGAP6 ZFX TRMT10A MTX3 GABPB1 ATRNL1 PTPN12 MAP7 MYO5A GTF2IRD2B SRCIN1 PLEKHB2 B3GLCT STXBP5 ARID4A ZFAND4 SGIP1 RNF38 USP48 TAF9B GEMIN5 PI4KB GCSAML ENTPD1 P3R3URF-PIK3R3 PHF3 MEX3D EDEM3 OTX2 CXXC4 CDK13 RAB31 IQCJ-SCHIP1 UTP23 KAZN KLHL15 LTBP1 CCNYL1 CSDE1 KDELR3 TNRC6B NUAK1 GPAM TTC39B SLCO4C1 SREK1 ATP2A2 PCGF5 KIF2A TLNRD1 PIP4K2A ZFYVE28 SLC4A4 RAD23A HYPK EIF1 SMAD4 GNS JAKMIP2 GTF2A1 SPRED1 ATXN1 FLI1 EGFL8 KLHL28 CENPH SLC1A3 SLC25A36 CDCA4 TFRC PMS1 PAPOLA PLCH1 PCLO COMMD3-BMI1 SERTAD2 SP3 NEK7 RPP30 WDTC1 OSBPL8 C3orf70 MMP2 MAP4 NRK TSTD2 TMEM33 SMNDC1 CAVIN4 GPR85 GTF2IRD2 ADAMTSL3 GFRA1 RNF19A MCC EIF4E PTEN GADD45A MAFB ZNF681 ZFHX3 CCDC186 VPS37A SPIRE1 RNF2 SLC6A11 ATF7IP2 LPP PSIP1 SLC44A5 CAMTA1 ENOPH1 ATXN3 CD47 ATL1 TPBG OTUD6B CXCR4 ATRX TAB2 TM9SF2 TRPM7 UBE2G1 ZNF713 SLC26A4 TP53INP1 ZFHX4 HS3ST3A1 ITGAV ZNF260 HERC4 ALKBH5 GEMIN2 CALB1 RNF14 ZNF264 SESN3 DYNC1LI2 TSPAN16 PAK2 HNRNPUL2 SEC62 ADGRB3 ZNF275 NFAT5 CALM1 RPGRIP1L GPR22 SLC2A13 ALS2 ATXN7 FOXJ3 SLC25A24 TOP2B CPNE8 ESYT2 PPM1B NAV3 PPP6R3 RAB22A MYEF2 SNRPD1 CPNE3 TCF20 EZR PGM2L1 ZMYND19 ANGEL2 SPIN4 PDE7B PBX2 ZDBF2 ZNF91 USP31 SKIL PCDH7 TMEM169 RNF207 EHMT1 PIK3R1 C18orf25 DTD2 SDE2 TNPO1 EVI5 NNT PEX13 ARL6IP1 NHLRC2 TPR ADAMTS5 RAB27B ADAM10 TSPAN2 BRWD1 BTF3 ADIPOQ ST18 COX15 PABPC5 PARP16 LEPROT TAOK1 TEAD1 ADPRH NF1 MECP2 PHF6 KANSL1L TRAPPC1 DNAJC27 INHBB GRIA3 PCBP1 ATP11C CNBP CNTN1 DCC ZC3H12C SPOPL C8orf37 WAPL ZNF569 RAPGEF5 DENND4C NTN4 BBS5 OSM ARHGAP21 FOXO3 ZNF658 CEP85L CDC42BPB MPZL2 VMA21 CTTNBP2 ZYG11B TENT4B SCML1 TMED7 ELK4 FTHL17 TOP2A NEMF SAMD8 SPATA5 WDR17 MINDY2 LINC02801 N4BP2L1 OTULINL MYO1B IPMK HECTD2 UBR2 TRMT5 CDK6 MAP3K2 PHF20L1 CDC14A HERC1 XPO4 NUDT12 ZNF333 TTPA WASF1 LATS1 ZBTB44 ZPLD1 ZNF229 PCGF3 EBF2 ZNF711 PDE10A FAM3C SUB1 ELAVL1 HACD3 FAM76A FZD3 UGGT1 ZNF280C PNPLA4 GABRG1 TNRC18 ANKRD55 RBFOX1 ZFPM2 KCNC1 DIDO1 STAM2 MEX3C TMED5 NR3C2 SYNDIG1L TBP TRUB1 PCDH11X STRBP G3BP2 TP53BP1 GNAO1 ADH5 GNB2 KMT2D MED4 ACKR3 CLASP2 PLAGL1 GPR137B MTPAP C12orf73 MSI1 MPHOSPH9 ZDHHC21 CNTNAP2 VEZT MEF2A MED28 TDG CNOT6L RGS3 PIK3CB PPM1D PPP3R1 SOCS6 ONECUT2 APELA BRWD3 FAM149B1 HLTF IKBIP C4orf51 GPC4 SERINC5 RAPH1 PIK3R3 CELSR1 NSD2 RSBN1 VPS13C ARL8B CNEP1R1 SELENOF FGG GKAP1 ZFR BMPR2 AMPH GALNT1 INO80D PIGN EPC1 NEXMIF LRRTM3 ZCCHC10 ZBTB41 FZD4 TMEM236 PHIP LUC7L2 RNPS1 CFHR5 FBXO22 VASP B3GAT1 DR1 ACYP2 KANSL1 PDS5B SOX9 KLF9 RNF168 DSC2 MMAB FTO PCBP2 ACVR2B CSTF3 CHST14 POU4F1 SCAI TMEM245 ADSS2 TET2 KBTBD8 STK39 ABHD6 ANKRD11 PCBP4 LYRM7 HTR5A TRAPPC8 SOWAHC GABRB1 HAPLN1 TET1 PAG1 MIR4306 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4306 CD84 PCDHA2 ADAM22 PAK3 EXOC6B ARPC4 HDX LYN MNT RAE1 FANCA PTPA MOCS2 ZADH2 TMOD2 ZNF557 TMEM218 PDK3 SLC30A3 PARP11 TMEM139 SPATS2 GNB3 RHOT1 TUBGCP3 HCCS ENAH ELMO1 VANGL1 BTBD9 FIGNL2 KCNN3 ZC3H11A CLEC4M USPL1 CD209 RHOA CDH23 SHISAL1 TNFSF13 ZSCAN22 XYLB MON1B ATAT1 ENC1 FAM222B SNAP25 QSOX1 FCER2 ZCCHC12 ITGB3 PALM2AKAP2 SUMF2 TRIM58 SARNP FAM234B POPDC2 UBE2H NRSN1 ARMC8 NPL ATP1A3 CLCN6 ITM2C LZTFL1 MYADM RAB15 PTPN13 GRIN2B MLLT11 XKR5 RDX CAPZB GINS1 SF1 ZNF37A FAM76A ZBTB5 AFAP1L2 CNTLN ZNF236 AR PIM1 LRRFIP1 OPRM1 ANKRD17 SETBP1 RAB35 MAPK13 ABCG1 TRAF3 CTC1 SCD SET ISG20 PCDHA12 C12orf43 SMG7 PREPL CSRNP2 AGO1 ULK4 CTDNEP1 RORA SPATA2 CA10 CKAP2 AKR1C2 EYA3 NMNAT2 TPD52L1 SSX7 CENPO SSX1 EPB41L4A SEL1L3 KANK2 EXD2 RNASE9 YIPF1 C1orf21 ARFIP2 ATP2A2 RCC1L TMEM182 CDYL2 SIGLEC1 RERE CELF2 TRPM3 ERCC6 TTC3 ZFP1 SYNM NCAN PCDHAC2 PRSS16 ASTN2 UBE2D4 ANKFY1 INTS6 NFATC3 LDLR CNOT9 ZNF687 RSU1 SORT1 ATXN1 SLC13A3 PRTG ANKS4B KCNJ5 C7orf77 RBM15B PAX5 FMN1 PCDH9 BCAT1 HCN4 PAK6 DTNA ZNF2 OPCML BRPF3 NPNT PHF21A USB1 CHMP7 CHRNB4 NPHS2 PCDHA10 STX6 NFATC2 TBC1D19 SAR1A SETD5 GEMIN7 UBXN10 C17orf77 KDM3B FAM168A FAIM2 ELOVL4 FAM163B UMPS ABCG4 EIF4EBP2 CAMK2D SH3BP2 IKZF4 GPX6 PM20D1 ZNF704 YWHAG TMEM165 TRIP12 C3orf14 DLG2 CASP14 FBXO48 PPP6R1 CDC42 RAB30 CGN SLC8A1 OTUB2 CNTNAP5 GEMIN8 IL2RA GPR26 WDCP KCNK9 FAM135B APH1A NOVA2 MS4A3 SMCO4 TCF12 PMF1 CCDC97 HIC2 EPB41L1 LIFR SIPA1L1 CCNL2 LAMP5 SLC25A53 PCDHA5 COMMD2 SPTB TOX3 TBC1D5 PPME1 RALGAPB LRRC32 GNRHR RRNAD1 WNT1 TRGC1 ATP6V1F CNTD1 BTLA UBE2W HIF1AN CXCL9 EIF2AK1 IP6K1 ELOVL2 DPEP2NB PPP6C PBX2 CPNE6 THRA CDH4 FOXN4 IPCEF1 BTG2 PCDHA9 MRPS21 TFDP1 MRPL34 TCP1 COCH EPHB2 LHX2 FKTN ARF3 USP3 SNX19 URM1 XYLT1 PPP1R3B GLYAT NHLRC2 ARID1A DCX CARF RNF180 GSTT2B FOXP4 HDAC5 ADAMTS17 B9D1 PCDHA8 FJX1 MAP3K20 PRR5L SIX3 ANKRD34A VGLL3 GTF3C4 FCRL3 ADH4 ZNF665 RFLNA SORL1 TEAD1 PARP9 ADGRB1 AKAP6 MECP2 SPIN3 EFCAB2 GJA5 ZNF586 ADGRL1 SSTR2 PCDHA3 LCOR TSHR CACNB1 GPX3 BTN2A2 C5orf51 SSX4 PCDHA6 C9orf57 SRGAP2 PNP PCP4 MAU2 GATAD1 ANKRD45 MXRA5 SOGA1 CACNG4 RGS8 TANC2 SIX1 PLAGL2 PRKAR2A CSMD2 ZNF662 HOPX KLHL29 MAT2A GCKR NR1D1 BASP1 ABCA3 MYBL1 LRRC27 ETV3L LRIT1 CCND2 EMC10 RASEF NBN FBXO41 AGPAT3 PCDHA13 DCTN3 UBR2 ZNF469 HIPK2 MAGI1 BEND4 TMEM214 ACACB KIAA1328 GPR84 TNFSF12-TNFSF13 NDUFA10 GPNMB SSX4B ARL3 MS4A2 FBXL17 GJA1 TPMT SOX5 KLK5 PRR23A MEX3A FBXL20 CNTN2 FANCD2OS WNT9B TSPAN18 DDX18 PTGDR2 DDX41 NFATC1 PLA2G2F PCDHA11 PHLDB1 EFTUD2 GSTA4 DEFA5 PCDHA7 PCDHAC1 SDF2 NAA40 SGMS1 MSI1 SBK1 EPPK1 SIX2 HOOK3 PCDHA1 ADRA1A ZNF473 NOTCH2 SNX30 KSR2 JAGN1 KPRP PATZ1 USP49 TTC28 ST20-MTHFS TAP2 HP1BP3 FAM104A PGLYRP4 PITPNA SYN1 NEK6 PRKAB2 SLC7A1 RIC8B TMEM150C TAF5L SLC17A2 MTHFS SLC25A15 KIDINS220 ORC5 CFAP44 SREBF2 INO80D ZNF444 NETO1 PCLO SLC17A7 TRIM66 SLC25A28 BSN MAB21L2 PCDH10 PLEKHA5 CLMN FNDC9 RNASEH2B HK2 RNF20 MIER1 SLC16A2 STRN FZD4 SOX13 SPTBN1 CEP104 KLF7 SFT2D3 B3GAT1 CREBRF PCDHA4 GRM6 KAT6A TBC1D30 CARD18 PHETA2 PXT1 RAB3D DYNLL2 FAM151B TTBK1 DOCK3 IDE MCHR1 LPCAT3 ARMC9 LARP1 MIR15A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR15A_5P CBX6 UBN2 SLC20A2 PTPRR MNT FERMT2 PIAS2 ZNF622 HMGA1 CDC27 TARBP2 CACNA1E NRN1 PTH DMPK EGLN1 GLS2 HOXA10 WNK3 DNAJB4 TRAM1 DDX3X TMEM178B VEGFA ARHGDIA KPNA3 STK33 HTR2A AMER1 SAV1 QKI PHF19 GPN1 ENAH FBXW7 EXT2 SGK1 STRADB SCOC DCP1A ZDHHC15 SEMA5B ATXN2 ETNK1 ZNF367 SLC11A2 NRBP1 HSPA4L SIK1B CFAP45 VPS33B TRABD2B TMC7 SEMA6D ANXA11 MYB WIPI2 PDK4 N4BP1 IPO7 CDC37L1 KIF23 ZNRF2 RBBP6 ARHGAP12 RBM12 PTPRD CMC4 TMEM183A FAM91A1 TBPL1 IL7R RAD23B CCDC83 WWC1 TBL1XR1 IKBKB SALL3 CYB561A3 CPEB2 PDZD8 NR2C2 ATG9A CHAC1 GALNT13 RASGEF1B RAD50 CYP26B1 COP1 ANKRD46 SMAD7 GPR63 MYLK PAPPA RIMKLB DLL1 PPM1A HEPHL1 AXIN2 IGF2R SLC9A6 PRDM4 MYO5A GHR SCN8A MKNK1 RREB1 STXBP5 KDSR IARS1 PIP4P1 UBE2V1 ZC3H13 IPPK MOB3B LUZP1 RGMA FGFR1 SALL1 ZSCAN31 SEL1L3 CDHR1 USP25 UNC80 CHUK TNRC6B FAM110C HERC6 C1orf21 CC2D1B SREK1 AMOTL1 BTRC SYNRG RASSF8 ABL2 GAREM1 SVIP SERBP1 ST8SIA3 ZBTB44 C1QL3 RPS6KA6 NUP50 FNTA SPRED1 ZCCHC3 SLC36A1 SLC13A3 YRDC FBXO21 STXBP3 CDCA4 EDA APLN WBP11 PCDH9 CHIC1 RFX3 ACVR2A CASK MKX CDK5R1 ADRB2 SYT4 FGF9 MGAT4A LRIG2 NSMF UROS SUCO DYRK1B FAM122B CNOT6L ATG13 WNT3A RETREG2 KIF21A PTPN3 TGFBR3 UBQLNL WNT7A IFT74 KCNG4 ZFHX3 HELZ ANKS1A CAPRIN1 DDX3Y TMEM154 CLCN4 ROCK2 CCND1 SMURF1 P3H2 MBNL2 GABARAPL1 CCNE1 LAMP3 CYP2S1 TMEM199 RNF217 WEE1 SALL4 CD47 SHOC2 CXCR5 SOBP TSC22D2 KLHL2 CD80 SLIT2 SEH1L RUNDC3B SESN1 ST7L PIP4P2 ZNHIT6 ELL ATF6 ZFHX4 ATXN1L TLK1 KIF1B CUX1 SRPRA ATXN7L3B RBM6 UBFD1 NSG1 RBM24 DENND4A COPS7B DCLK1 ARL2 ARHGAP20 PPM1E LRRN3 ELMOD1 ZNF275 PEDS1-UBE2V1 TNFSF13B TMEM74B CLDN12 RSPO3 SMURF2 C2orf42 ANO3 CDC25A TRIP11 GRM7 NCS1 PDE3B GSTCD SESTD1 PAFAH1B1 KIF3B GFAP KCTD8 SNRPB2 UTP25 NAV1 SKI SLC25A37 DIXDC1 CDC42SE2 COL12A1 DPY19L4 GPATCH8 MAP3K9 ADAMTS6 HSPG2 FGF2 MYRIP PNPLA6 OOEP E2F3 DENND1B PPT2 SLC6A11 ILDR2 PRRC2C USP31 SUMO3 BTG2 LITAF ZC2HC1A PCMT1 GCC2 KIF5B DEPDC4 EPHB2 ABCF3 INSR EPB41L4B CARM1 MTFR1L TMEM100 ZNF691 TUBA4A PEX13 CAPZA2 SSTR3 SLC2A14 ZCCHC2 SYPL1 NHLRC2 PLAG1 CHEK1 UNC5D TRANK1 GATAD2A PLEKHA1 MIDEAS MOB4 GALNT7 EYA1 KCNK10 LGR5 RICTOR NOB1 ZNF548 CLUH TMEM135 RNF10 YTHDC1 SEMA3D GGA3 SLC2A3 NAPG KCNN4 MTMR3 ZMYM2 CCNT1 MYEF2 HMBOX1 SAMD10 EXOC3L2 STOX2 TFAP2A DESI1 NOS1 MYO5B PTCH1 RAB9B AREL1 RNF144B SLC35G1 MED26 AHCYL2 PELI2 STXBP1 TBP LRP6 AKT3 BAG4 MASP1 CSRNP1 MIB1 TCAIM FAM89A XPO7 EZH1 CEP85L RECK RS1 USP44 LYPLA2 PRKAR2A RORA CASR KCNJ2 PPP2R1B UBE4B RAB11FIP2 CMPK1 PLRG1 PAFAH1B2 HIGD1A CPEB3 SEMA3A SLC39A10 SYDE2 MYBL1 TLL1 AGO1 SETD3 ARMH4 IGF1R CCND2 PLXNA4 IVNS1ABP ZBTB46 RASEF ABHD2 JARID2 COBLL1 CCDC88C NECTIN1 CPSF7 CPD ISLR CHD2 SNX16 BCL2L2 CBX2 HIPK2 NF1 SYNJ1 MAN2A2 LATS1 ISM2 SLC12A2 VTI1B BCL11B ACSL4 CACNA2D1 BCL7A AVL9 MCU OTX1 ARL3 G0S2 YWHAH SPTLC1 ZBTB34 FLT3 SEPTIN2 LRIG1 GNAT1 WNT4 DRD1 DLEU7 ATXN7L1 AK4 FASN FBXL20 ZNF449 SOX6 ARMCX2 PCDH17 MEX3C PDIA6 SSR1 BTAF1 VPS4A ELAC1 ARIH1 HECTD1 OGT ASH1L TMEM268 SIRT4 LRP2 RARB SON IHH ANLN LSM11 ZBTB20 PPP1R11 HTR4 GOLGA1 LAMC1 LDLRAD2 PPP6R3 RUNX1T1 CD2AP CDK8 C12orf76 NOTCH2 ELL2 SPRYD3 ATG14 LRRK1 G2E3 CCDC6 FOXK1 UBE4A TMCC1 DNAJA2 SOCS6 RAB30 RELN KRTAP11-1 CDK17 SPTBN2 AGO4 TAB3 CHPT1 DYNC1LI2 EPHA7 ACTR2 OMG RAB9A CCNJL BMPR1A SYT3 ARFGAP2 RSBN1 DMTF1 TFCP2L1 MFN2 MAP3K13 RBPJ ARHGAP32 SH3GL2 RPS6KA3 LURAP1L SUZ12 TGIF2 ARPP19 MAMSTR MAP7 PARVA TENM2 ZBTB39 TRIM66 UNC13A FAM81A PLPP1 EPC1 USP42 SNTB2 DENND2C SPAG7 CBX4 HECTD4 UBR3 MOV10 FAM133B USP3 PTPN4 ADAMTS3 MEOX2 NAA25 ADGRL1 TTC14 FAM135A KANK1 SIK1 KRTAP4-6 SIPA1L2 NUFIP2 NRP2 CREBRF BZW1 CEP55 UBE2Q1 CACUL1 LARGE2 MAP2K1 SMIM13 ATXN7L2 ACVR2B CD3E ANKUB1 AMMECR1 AMOT JPH3 TMEM245 ATXN7L3 ACOX1 SEC24A PIK3R1 POU2F1 PISD KIF5C CLOCK RET USP15 NFATC3 RIF1 ZMAT3 RTN4 RFK PLXNC1 FGF7 CSDE1 SLC4A4 ZNRF3 PAG1 MIR4495 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4495 EVI2B PIAS2 MTTP SIKE1 SLC4A10 OLFM3 TMEM159 ZNF148 TAF1B UBN2 FCHO2 PFDN4 MEF2C NRF1 SNX16 SRSF7 ZNF281 ATP11C MARCHF6 C6orf118 FYN DIXDC1 STAM ANAPC10 OXR1 UBE2D3 LPAR1 NIPA2 DGKH PHC3 ZNF770 C11orf54 TSHZ2 VAT1L NUDCD2 SIM1 CNTN4 LRCH2 TGFBR2 TMTC4 ARPC5 TRPS1 B3GALT1 SRRM5 FRMD4B XIAP ETNK1 LMO3 KAT2B HSPA4L NMD3 STRIP1 DYNC2H1 NOTCH3 PHTF2 REST PGAP1 ARHGAP29 DLG1 RANBP3L ANP32B EYA1 PAIP1 ZFP82 TRAK1 RNF139 DGKE RAD54B STEAP4 ZCCHC10 FOXP2 TCF7L2 PDZD8 ZNF484 TNKS2 UTRN EFR3A TVP23B APP ARHGAP15 CADM2 ITGAD FAM161A BCKDHB SUZ12 TK2 IKZF2 ZNF507 PSMF1 UGDH FAM160B1 PPP1R12A CHM AMFR CEBPG OPRM1 PIEZO2 ANKRD17 EYA2 KL ACSF3 ZFX MARCHF1 C20orf194 CANX LRIT2 HIF1A CSRP2 ALG13 ZNF764 RABGEF1 SMCO1 ANKRD26 TCAIM RORA SGIP1 PNPLA8 UPRT SCARA5 RGPD1 SCN2A TRAPPC3 RNF111 MOB3B MAN1A2 ENTPD1 CLIP4 YTHDF3 GRID2 SEL1L3 ZFY UNC80 STK26 PTN C4orf19 PRKAA1 DLD TMCC3 PIK3C2A CIP2A ELF1 FNIP1 C2orf69 GSKIP ELOVL5 ZNF585A NCAN RC3H1 SATB2 PTER ZNF112 GNA13 ATXN1 UFD1 CENPH SLC1A3 SLC25A36 PATL1 CDCA4 EIF1AX CLEC10A POLR3G PLCH1 EIF5A2 COL25A1 HSPA13 CHIC1 SERTAD2 ACVR2A PICALM PMP22 OSBPL8 RBAK PPARGC1B ITGBL1 CUL4A BORA CRPPA SYT4 CAMK4 TMEM33 FBXO33 PEX5L KCNB1 NHS COPS2 DZIP1L CDKL3 ITGB1 BEND3 ZNF34 WDR33 SMURF1 ASXL1 CLCC1 NRBF2 REPS1 KDM5C SEC22C ORC3 THSD7A RUNDC3B MID2 FHL5 KIAA2026 ZNHIT6 NETO2 ATRX SEMA3E STAU2 SLC38A4 BTC ZNF260 RSL24D1 MAP3K4 GK2 RANBP2 MED30 RBM26 HIC2 ZBTB6 EXTL2 SERPINB1 LYSMD3 ZNF678 RTL3 PPP4R2 STX2 TNFSF13B GUCY1A2 SMURF2 BOD1L1 PCDHB13 SLC2A13 GPATCH2 SESTD1 ATXN7 AFTPH ZNF75A RAB23 PTAR1 AZIN1 PPM1B CPNE3 FRMD4A ZCWPW2 CCDC102B LMNTD1 ZBTB24 JPH4 DMGDH JPH1 SKIL FAM218A TFDP1 DDR2 RAB3GAP2 THAP1 PLPPR4 SYNPO2 TOB2 CTCF TRIO MIPOL1 RNF145 TNPO1 GLUD1 RAG1 GALNT2 GPR173 LSM1 MORC1 SLMAP MPP6 CREM MAPRE2 ZNRF3 SEC61A2 UNC5D ADAMTS5 IL1RAPL2 PYROXD1 KIAA1549L CAND1 MAP3K20 LIN7A GALNT7 RRAGC MAPK8 VGLL3 TNC LRAT TENT4B KMT2C C8orf34 ADGRL3 AKAP6 RASA2 MAB21L1 PHF6 ZFP28 TMEM45A MARK1 LRRTM2 ZMYM2 STOX2 HAUS5 HOMER1 BDP1 ZEB2 ZNF391 YME1L1 BCAP29 SUCLG2 LARGE1 FXR1 SERPINB9 NR1D2 ITGB8 NPM3 MB21D2 SRGAP2 RBM12B LGALSL ICMT PRKAA2 FAM118B BCL2 MEGF9 UBN1 HIPK1 HIPK3 SIX1 MPZL2 KIF20B SEC24D RAB11FIP2 KLHL20 MED10 CPEB3 SAMD4A LRRC7 ERBIN SFXN1 PARD3B USP46 ST8SIA1 IPMK HECTD2 EPHA5 SPRYD7 AK9 MAP3K2 HEATR5A HERC1 CHL1 ADM EDNRA INTS13 ABCE1 KLHDC1 ZNF711 PHF14 ENTPD3 RERG TDRD15 AVL9 SLC12A6 TRIM36 SUB1 CREBZF PTP4A1 ELAVL2 CCDC43 PAX3 MANEA AHR RGS7BP ZNF451 YPEL5 ABHD6 UHRF1BP1 TMED5 B2M TENM3 GABPA NTNG1 SCN9A DOK6 RBM47 SEC23A ZDHHC15 NLGN1 MAP3K1 FSBP IL5RA ABHD13 NUCKS1 PLAGL1 ALDH1L2 SNX9 TMEM170B ZDHHC21 PPP6R3 ITGA1 CCNT2 SH3PXD2A ADAMTS7 DUSP8 FPR3 TMCC1 PPP3R1 RAB21 VPS36 DNAJA2 SOCS6 RTKN2 IRF4 ABRA ORMDL1 SERPINB5 SPOCK3 TMEM181 SNX10 CDK17 NIPSNAP2 LRRC17 GLDC GLRA2 TNRC6B TBRG1 RRAS2 PM20D2 SLC7A11 PPM1N INO80D PARVA SMARCC2 AVPR1A PCDH10 MMAA RERE WDR82 RPS6KA5 TVP23C SMC5 LOX ZBTB41 TMEM236 CLGN XPO1 RGS8 CAPN7 CYRIA PTPRK CAB39 IMPACT SAMD8 FABP7 EIF4A1 SLC6A6 PAWR TFAP2B MAN1A1 DSC2 CNTN3 ITGB2 TBC1D8B MAL2 TLL2 ADSS2 UFM1 SOCS1 AHI1 SMG1 GFM2 SYAP1 DOCK3 OBI1 ZNF195 RAP1B HAPLN1 UQCC1 MIR548E_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548E_3P CREB5 ITPRID2 ADAM22 HLF ZNF148 ZEB1 C7orf26 DMD PRRC1 FERMT2 C1orf131 ERBIN CCAR1 ZNF281 RUFY2 DDX3X RPS6KB1 MIER3 DGKH PHC3 CSK BEX2 CUL3 QKI B4GALT6 PURB SGCZ CNTN4 NDUFC2-KCTD14 DSG2 FBXW7 ATF2 PIAS1 MOB1B SULT1C4 TGFBR3 PTBP3 SRSF11 BOLL PTBP2 ETNK1 WASHC3 MTF1 BCOR MSL2 PLPPR1 ZBTB20 REST U2SURP CCL28 PAIP1 TMED4 UGT3A1 FNIP2 PCNA XRN2 SPINK7 TXNRD1 THUMPD1 USP38 ARPP19 TBL1XR1 IFT81 DKK3 ZBTB14 CHCHD7 ZNF484 GUCY1A1 RAD51AP1 NEURL3 ACVR1C JAKMIP3 WDR47 IKZF2 SV2B GPR63 PIK3CG HACE1 DDHD1 ENPP2 OPRM1 MFAP3L USP33 ARHGAP6 ZFX TRMT10A MTX3 GABPB1 ATRNL1 PTPN12 MAP7 MYO5A GTF2IRD2B SRCIN1 PLEKHB2 B3GLCT STXBP5 ARID4A CDYL ZFAND4 SGIP1 RNF38 USP48 TAF9B GEMIN5 PI4KB GCSAML ENTPD1 P3R3URF-PIK3R3 PHF3 MEX3D EDEM3 OTX2 CXXC4 CDK13 RAB31 IQCJ-SCHIP1 UTP23 KAZN KLHL15 LTBP1 CCNYL1 CSDE1 KDELR3 TNRC6B NUAK1 GPAM TTC39B SLCO4C1 SREK1 ATP2A2 PCGF5 KIF2A TLNRD1 SERBP1 PIP4K2A ZFYVE28 SLC4A4 RAD23A HYPK EIF1 SMAD4 GNS JAKMIP2 GTF2A1 SPRED1 ATXN1 FLI1 EGFL8 KLHL28 CENPH SLC1A3 SLC25A36 CDCA4 TFRC PMS1 PAPOLA PLCH1 PCLO COMMD3-BMI1 SERTAD2 SP3 NEK7 RPP30 WDTC1 OSBPL8 C3orf70 MMP2 MAP4 NRK TSTD2 TMEM33 SMNDC1 CAVIN4 GPR85 GTF2IRD2 ADAMTSL3 GFRA1 RNF19A MCC EIF4E PTEN GADD45A MAFB ZNF681 ZFHX3 CCDC186 VPS37A SPIRE1 RNF2 SLC6A11 ATF7IP2 LPP PSIP1 SLC44A5 CAMTA1 ENOPH1 ATXN3 CD47 ATL1 TPBG OTUD6B CXCR4 ATRX TAB2 TM9SF2 TRPM7 UBE2G1 ZNF713 SLC26A4 TP53INP1 ZFHX4 HS3ST3A1 ITGAV ZNF260 HERC4 ALKBH5 GEMIN2 CALB1 RNF14 ZNF264 SESN3 DYNC1LI2 TSPAN16 PAK2 HNRNPUL2 SEC62 ADGRB3 ZNF275 NFAT5 CALM1 RPGRIP1L GPR22 SLC2A13 ALS2 ATXN7 FOXJ3 SLC25A24 TOP2B CPNE8 ESYT2 PPM1B NAV3 PPP6R3 RAB22A MYEF2 SNRPD1 CPNE3 TCF20 ZZZ3 EZR PGM2L1 ZMYND19 ANGEL2 SPIN4 PDE7B PBX2 ZDBF2 ZNF91 USP31 SKIL PCDH7 TMEM169 RNF207 EHMT1 PIK3R1 C18orf25 DTD2 SDE2 TNPO1 EVI5 NNT PEX13 ARL6IP1 NHLRC2 TPR ADAMTS5 RAB27B ADAM10 BRWD1 BTF3 ADIPOQ ST18 COX15 PABPC5 PARP16 LEPROT TAOK1 TEAD1 ADPRH NF1 MECP2 PHF6 KANSL1L TRAPPC1 DNAJC27 INHBB GRIA3 PCBP1 ATP11C CNBP CNTN1 DCC ZC3H12C SPOPL C8orf37 WAPL ZNF569 RAPGEF5 DENND4C NTN4 BBS5 OSM ARHGAP21 FOXO3 ZNF658 CEP85L CDC42BPB MPZL2 VMA21 CTTNBP2 ZYG11B IREB2 TENT4B SCML1 TMED7 ELK4 FTHL17 TOP2A NEMF SAMD8 SPATA5 WDR17 MINDY2 LINC02801 N4BP2L1 OTULINL MYO1B CPD IPMK HECTD2 UBR2 TRMT5 CDK6 MAP3K2 PHF20L1 CDC14A HERC1 XPO4 NUDT12 ZNF333 TTPA WASF1 LATS1 ZBTB44 ZPLD1 ZNF229 PCGF3 EBF2 ZNF711 PDE10A FAM3C SUB1 ELAVL1 HACD3 FAM76A FZD3 UGGT1 ZNF280C PNPLA4 GABRG1 TNRC18 ANKRD55 RBFOX1 ZFPM2 KCNC1 DIDO1 STAM2 MEX3C NR3C2 SYNDIG1L TBP TRUB1 PCDH11X STRBP G3BP2 TP53BP1 GNAO1 ADH5 GNB2 KMT2D MED4 ACKR3 CLASP2 PLAGL1 GPR137B C12orf73 MSI1 MPHOSPH9 ZDHHC21 CNTNAP2 VEZT MEF2A MED28 TDG CNOT6L RGS3 PIK3CB PPM1D PPP3R1 SOCS6 ONECUT2 APELA BRWD3 FAM149B1 HLTF IKBIP C4orf51 GPC4 SERINC5 RAPH1 PIK3R3 CELSR1 NSD2 RSBN1 VPS13C ARL8B CNEP1R1 FGG GKAP1 ZFR BMPR2 AMPH GALNT1 INO80D PIGN EPC1 NEXMIF LRRTM3 ZCCHC10 ZBTB41 FZD4 TMEM236 PHIP LUC7L2 RNPS1 CFHR5 FBXO22 VASP B3GAT1 DR1 ACYP2 KANSL1 PDS5B SOX9 KLF9 RNF168 DSC2 MMAB FTO PCBP2 ACVR2B CSTF3 CHST14 POU4F1 SCAI TMEM245 ADSS2 TET2 KBTBD8 STK39 ABHD6 ANKRD11 PCBP4 LYRM7 PIKFYVE HTR5A TRAPPC8 SOWAHC GABRB1 HAPLN1 TET1 TSPAN2 PAG1 MIR195_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR195_5P C2orf72 CBX6 UBN2 SLC20A2 PTPRR MNT FERMT2 PIAS2 ZNF622 HMGA1 CDC27 TARBP2 CACNA1E NRN1 PTH DMPK EGLN1 GLS2 HOXA10 WNK3 DNAJB4 TRAM1 DDX3X TMEM178B VEGFA ARHGDIA KPNA3 STK33 HTR2A AMER1 SAV1 QKI PHF19 GPN1 ENAH FBXW7 EXT2 SGK1 STRADB SCOC DCP1A ZDHHC15 SEMA5B ATXN2 ETNK1 ZNF367 SLC11A2 NRBP1 HSPA4L SIK1B CFAP45 VPS33B TRABD2B TMC7 SEMA6D ANXA11 MYB WIPI2 PDK4 N4BP1 IPO7 CDC37L1 KIF23 ZNRF2 RBBP6 ARHGAP12 RBM12 PTPRD CMC4 TMEM183A FAM91A1 TBPL1 IL7R RAD23B CCDC83 WWC1 TBL1XR1 IKBKB SALL3 CYB561A3 CPEB2 PDZD8 NR2C2 ATG9A CHAC1 GALNT13 RASGEF1B RAD50 CYP26B1 COP1 ANKRD46 SMAD7 GPR63 MYLK PAPPA RIMKLB DLL1 PPM1A HEPHL1 AXIN2 IGF2R SLC9A6 PRDM4 MYO5A GHR SCN8A MKNK1 RREB1 STXBP5 KDSR IARS1 PIP4P1 UBE2V1 ZC3H13 IPPK MOB3B LUZP1 RGMA FGFR1 SALL1 ZSCAN31 SEL1L3 CDHR1 USP25 UNC80 CHUK TNRC6B FAM110C HERC6 C1orf21 CC2D1B SREK1 AMOTL1 BTRC SYNRG RASSF8 ABL2 GAREM1 SVIP SERBP1 ST8SIA3 ZBTB44 C1QL3 RPS6KA6 NUP50 FNTA SPRED1 ZCCHC3 SLC36A1 SLC13A3 YRDC FBXO21 STXBP3 CDCA4 EDA APLN WBP11 PCDH9 CHIC1 RFX3 ACVR2A CASK MKX CDK5R1 ADRB2 SYT4 FGF9 MGAT4A LRIG2 NSMF UROS SUCO DYRK1B FAM122B CNOT6L ATG13 WNT3A RETREG2 KIF21A PTPN3 TGFBR3 UBQLNL WNT7A IFT74 KCNG4 ZFHX3 HELZ ANKS1A CAPRIN1 DDX3Y TMEM154 CLCN4 ROCK2 CCND1 SMURF1 P3H2 MBNL2 GABARAPL1 CCNE1 LAMP3 CYP2S1 TMEM199 RNF217 WEE1 SALL4 CD47 SHOC2 CXCR5 SOBP TSC22D2 KLHL2 CD80 SLIT2 SEH1L RUNDC3B SESN1 ST7L PIP4P2 ZNHIT6 ELL ATF6 ZFHX4 ATXN1L TLK1 KIF1B CUX1 SRPRA ATXN7L3B RBM6 UBFD1 NSG1 RBM24 DENND4A COPS7B DCLK1 ARL2 ARHGAP20 PPM1E LRRN3 ELMOD1 PEDS1-UBE2V1 TNFSF13B TMEM74B CLDN12 RSPO3 SMURF2 C2orf42 ANO3 CDC25A GRM7 NCS1 PDE3B GSTCD SESTD1 PAFAH1B1 KIF3B GFAP KCTD8 SNRPB2 UTP25 NAV1 SKI SLC25A37 DIXDC1 CDC42SE2 COL12A1 DPY19L4 GPATCH8 MAP3K9 ADAMTS6 HSPG2 FGF2 MYRIP PNPLA6 OOEP E2F3 DENND1B PPT2 SLC6A11 ILDR2 PRRC2C USP31 SUMO3 BTG2 LITAF ZC2HC1A PCMT1 GCC2 KIF5B DEPDC4 EPHB2 ABCF3 INSR EPB41L4B CARM1 MTFR1L TMEM100 ZNF691 TUBA4A PEX13 CAPZA2 SSTR3 SLC2A14 ZCCHC2 SYPL1 NHLRC2 PLAG1 CHEK1 UNC5D TRANK1 RTN3 GATAD2A PLEKHA1 MIDEAS MOB4 GALNT7 EYA1 KCNK10 LGR5 RICTOR NOB1 ZNF548 CLUH TMEM135 RNF10 YTHDC1 SEMA3D GGA3 SLC2A3 NAPG KCNN4 MTMR3 ZMYM2 CCNT1 MYEF2 HMBOX1 SAMD10 EXOC3L2 STOX2 TFAP2A DESI1 NOS1 MYO5B PTCH1 RAB9B AREL1 RNF144B SLC35G1 MED26 AHCYL2 PELI2 TBP LRP6 AKT3 BAG4 MASP1 CSRNP1 MIB1 TCAIM FAM89A XPO7 EZH1 CEP85L RECK RS1 USP44 LYPLA2 PRKAR2A RORA CASR KCNJ2 PPP2R1B UBE4B RAB11FIP2 CMPK1 PLRG1 PAFAH1B2 HIGD1A CPEB3 SEMA3A SLC39A10 SYDE2 MYBL1 TLL1 AGO1 SETD3 ARMH4 IGF1R CCND2 PLXNA4 IVNS1ABP ZBTB46 RASEF ABHD2 JARID2 COBLL1 CCDC88C NECTIN1 CPSF7 CPD ISLR CHD2 SNX16 BCL2L2 CBX2 HIPK2 NF1 SYNJ1 MAN2A2 LATS1 ISM2 SLC12A2 VTI1B BCL11B ACSL4 CACNA2D1 AVL9 MCU OTX1 ARL3 G0S2 YWHAH SPTLC1 ZBTB34 FLT3 SEPTIN2 LRIG1 GNAT1 WNT4 DRD1 DLEU7 ATXN7L1 AK4 FASN FBXL20 MIGA1 ZNF449 SOX6 ARMCX2 PCDH17 MEX3C PDIA6 SSR1 BTAF1 VPS4A ELAC1 ARIH1 HECTD1 OGT ASH1L TMEM268 SIRT4 LRP2 RARB SON IHH ANLN LSM11 ZBTB20 PPP1R11 HTR4 GOLGA1 LAMC1 LDLRAD2 PPP6R3 RUNX1T1 CD2AP CDK8 C12orf76 ELL2 SPRYD3 ATG14 LRRK1 G2E3 CCDC6 FOXK1 UBE4A TMCC1 DNAJA2 SOCS6 RAB30 RELN KRTAP11-1 CDK17 SPTBN2 AGO4 TAB3 CHPT1 DYNC1LI2 EPHA7 ACTR2 OMG RAB9A CCNJL BMPR1A SYT3 ARFGAP2 RSBN1 DMTF1 TFCP2L1 MFN2 MAP3K13 RBPJ ARHGAP32 SLC15A4 SH3GL2 RPS6KA3 LURAP1L SUZ12 TGIF2 ARPP19 MAMSTR MAP7 PARVA TENM2 ZBTB39 TRIM66 UNC13A FAM81A PLPP1 EPC1 USP42 SNTB2 DENND2C SPAG7 CBX4 HECTD4 UBR3 MOV10 FAM133B USP3 PTPN4 ADAMTS3 MEOX2 NAA25 ADGRL1 TTC14 FAM135A KANK1 SIK1 KRTAP4-6 SIPA1L2 NUFIP2 NRP2 CREBRF BZW1 CEP55 UBE2Q1 CACUL1 LARGE2 MAP2K1 SMIM13 ATXN7L2 ACVR2B CD3E ANKUB1 AMMECR1 AMOT JPH3 TMEM245 ATXN7L3 ACOX1 SEC24A PIK3R1 POU2F1 PISD KIF5C CLOCK RET USP15 NFATC3 RIF1 ZMAT3 RTN4 RFK PLXNC1 FGF7 CSDE1 SLC4A4 ZNRF3 PAG1 MIR15B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR15B_5P CBX6 UBN2 SLC20A2 PTPRR MNT FERMT2 PIAS2 ZNF622 HMGA1 CDC27 TARBP2 CACNA1E NRN1 PTH DMPK EGLN1 GLS2 HOXA10 WNK3 DNAJB4 TRAM1 DDX3X TMEM178B VEGFA ARHGDIA KPNA3 STK33 HTR2A AMER1 SAV1 QKI PHF19 GPN1 ENAH FBXW7 EXT2 SGK1 STRADB SCOC DCP1A ZDHHC15 SEMA5B ATXN2 ETNK1 ZNF367 SLC11A2 NRBP1 HSPA4L SIK1B CFAP45 VPS33B TRABD2B TMC7 SEMA6D ANXA11 MYB WIPI2 PDK4 N4BP1 IPO7 CDC37L1 KIF23 ZNRF2 RBBP6 ARHGAP12 RBM12 PTPRD CMC4 TMEM183A FAM91A1 TBPL1 IL7R RAD23B CCDC83 WWC1 TBL1XR1 IKBKB SALL3 CYB561A3 CPEB2 PDZD8 NR2C2 ATG9A CHAC1 GALNT13 RASGEF1B RAD50 CYP26B1 COP1 ANKRD46 SMAD7 GPR63 MYLK PAPPA RIMKLB DLL1 PPM1A HEPHL1 AXIN2 IGF2R SLC9A6 PRDM4 MYO5A GHR SCN8A MKNK1 RREB1 STXBP5 KDSR IARS1 PIP4P1 UBE2V1 ZC3H13 IPPK MOB3B LUZP1 RGMA FGFR1 SALL1 ZSCAN31 SEL1L3 CDHR1 USP25 UNC80 CHUK TNRC6B FAM110C HERC6 C1orf21 CC2D1B SREK1 AMOTL1 BTRC SYNRG RASSF8 ABL2 GAREM1 SVIP SERBP1 ST8SIA3 ZBTB44 C1QL3 RPS6KA6 NUP50 FNTA SPRED1 ZCCHC3 SLC36A1 SLC13A3 YRDC FBXO21 STXBP3 CDCA4 EDA APLN WBP11 PCDH9 CHIC1 RFX3 ACVR2A CASK MKX CDK5R1 ADRB2 SYT4 FGF9 MGAT4A LRIG2 NSMF UROS SUCO DYRK1B FAM122B CNOT6L ATG13 WNT3A RETREG2 KIF21A PTPN3 TGFBR3 UBQLNL WNT7A IFT74 KCNG4 ZFHX3 HELZ ANKS1A CAPRIN1 DDX3Y TMEM154 CLCN4 ROCK2 CCND1 SMURF1 P3H2 MBNL2 GABARAPL1 CCNE1 LAMP3 CYP2S1 TMEM199 RNF217 WEE1 SALL4 CD47 SHOC2 CXCR5 SOBP TSC22D2 KLHL2 CD80 SLIT2 SEH1L RUNDC3B SESN1 ST7L PIP4P2 ZNHIT6 ELL ATF6 ZFHX4 ATXN1L TLK1 KIF1B CUX1 SRPRA ATXN7L3B RBM6 UBFD1 NSG1 RBM24 DENND4A COPS7B DCLK1 ARL2 ARHGAP20 PPM1E LRRN3 ELMOD1 ZNF275 PEDS1-UBE2V1 TNFSF13B TMEM74B CLDN12 RSPO3 SMURF2 C2orf42 ANO3 CDC25A GRM7 NCS1 PDE3B GSTCD SESTD1 PAFAH1B1 KIF3B GFAP KCTD8 SNRPB2 UTP25 NAV1 SKI SLC25A37 DIXDC1 CDC42SE2 COL12A1 DPY19L4 GPATCH8 MAP3K9 ADAMTS6 HSPG2 FGF2 MYRIP PNPLA6 OOEP E2F3 DENND1B PPT2 SLC6A11 ILDR2 PRRC2C USP31 SUMO3 BTG2 LITAF ZC2HC1A PCMT1 GCC2 KIF5B DEPDC4 EPHB2 ABCF3 INSR EPB41L4B CARM1 MTFR1L TMEM100 ZNF691 TUBA4A PEX13 CAPZA2 SSTR3 SLC2A14 ZCCHC2 SYPL1 NHLRC2 PLAG1 CHEK1 UNC5D TRANK1 GATAD2A PLEKHA1 MIDEAS MOB4 GALNT7 EYA1 KCNK10 LGR5 RICTOR NOB1 ZNF548 CLUH TMEM135 RNF10 YTHDC1 SEMA3D GGA3 SLC2A3 NAPG KCNN4 MTMR3 ZMYM2 CCNT1 MYEF2 HMBOX1 SAMD10 EXOC3L2 STOX2 TFAP2A DESI1 NOS1 MYO5B PTCH1 RAB9B AREL1 RNF144B SLC35G1 MED26 AHCYL2 PELI2 STXBP1 TBP LRP6 AKT3 BAG4 MASP1 CSRNP1 MIB1 TCAIM FAM89A XPO7 EZH1 CEP85L RECK RS1 USP44 LYPLA2 PRKAR2A RORA CASR KCNJ2 PPP2R1B UBE4B RAB11FIP2 CMPK1 PLRG1 PAFAH1B2 HIGD1A CPEB3 SEMA3A SLC39A10 SYDE2 MYBL1 TLL1 AGO1 SETD3 ARMH4 IGF1R CCND2 PLXNA4 IVNS1ABP ZBTB46 RASEF ABHD2 JARID2 COBLL1 CCDC88C NECTIN1 CPSF7 CPD ISLR CHD2 SNX16 BCL2L2 CBX2 HIPK2 NF1 SYNJ1 MAN2A2 LATS1 ISM2 SLC12A2 VTI1B BCL11B ACSL4 CACNA2D1 AVL9 MCU OTX1 ARL3 G0S2 YWHAH SPTLC1 ZBTB34 FLT3 SEPTIN2 LRIG1 GNAT1 WNT4 DRD1 DLEU7 ATXN7L1 AK4 FASN FBXL20 ZNF449 SOX6 ARMCX2 PCDH17 MEX3C PDIA6 SSR1 BTAF1 VPS4A ELAC1 ARIH1 HECTD1 OGT ASH1L TMEM268 SIRT4 LRP2 RARB SON IHH ANLN LSM11 ZBTB20 PPP1R11 HTR4 GOLGA1 LAMC1 LDLRAD2 PPP6R3 RUNX1T1 CD2AP CDK8 C12orf76 ELL2 SPRYD3 ATG14 LRRK1 G2E3 CCDC6 FOXK1 UBE4A TMCC1 DNAJA2 SOCS6 RAB30 RELN KRTAP11-1 CDK17 SPTBN2 AGO4 TAB3 CHPT1 DYNC1LI2 EPHA7 ACTR2 OMG RAB9A CCNJL BMPR1A SYT3 ARFGAP2 RSBN1 DMTF1 TFCP2L1 MFN2 MAP3K13 RBPJ ARHGAP32 SH3GL2 RPS6KA3 LURAP1L SUZ12 TGIF2 ARPP19 MAMSTR MAP7 PARVA TENM2 ZBTB39 TRIM66 UNC13A FAM81A PLPP1 EPC1 USP42 SNTB2 DENND2C SPAG7 CBX4 HECTD4 UBR3 MOV10 FAM133B USP3 PTPN4 ADAMTS3 MEOX2 NAA25 ADGRL1 TTC14 FAM135A KANK1 SIK1 KRTAP4-6 SIPA1L2 NUFIP2 NRP2 CREBRF BZW1 CEP55 UBE2Q1 CACUL1 LARGE2 MAP2K1 SMIM13 ATXN7L2 ACVR2B CD3E ANKUB1 AMMECR1 AMOT JPH3 TMEM245 ATXN7L3 ACOX1 SEC24A PIK3R1 POU2F1 PISD KIF5C CLOCK RET USP15 NFATC3 RIF1 ZMAT3 RTN4 RFK PLXNC1 FGF7 CSDE1 SLC4A4 ZNRF3 PAG1 MIR200B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR200B_3P NUDT4 MBOAT2 PRDM16 CRH ZNF217 ZKSCAN8 CHN2 ZEB1 NPM1 FERMT2 MFAP5 SNX16 HMBOX1 ATP11C FN1 KLF4 MPDZ CBL SULF1 EGLN1 MCFD2 CRTAP EXOG RPS6KB1 HDAC9 PITPNM3 ELOC WASF3 DGKH CHRDL1 DZIP1 VAT1L ANKRD44 QKI GPATCH8 TSC22D1 MAPK7 NBR1 RBFOX3 DUSP1 AP1S2 PCMTD1 CHRM2 FBXW7 PPP1R18 STRADB ZNF532 BLCAP PTBP3 FIGNL2 VASH2 SGCE NRBP1 PHACTR3 SFXN1 MSL2 NAB1 NPC1 SEMA6D RAP1B ANKRD40 CRKL PHTF2 CSNK1G3 IPO7 FAM122C MIEF1 NCK2 ZBTB10 LRP1 FOXG1 PPP2R5E TBL1XR1 BICC1 TMEFF2 CYTH3 MAP4K4 SLK ERG PPP1R9A YPEL2 IER5 RO60 CNOT6 SLC4A7 REEP1 NANOS1 GXYLT1 AMFR BAP1 NTRK2 PRDM1 CFL2 TRIM33 ARHGAP6 DPY19L3 ZFX IGF2R SCD GPRASP2 CAMSAP2 FAM126B B3GLCT CDYL OSBPL11 NFIA RAP2C TCAIM SGIP1 ASAP1 MAP4K3 RASA2 SLC24A4 PI4KB MEX3D EDEM3 SPAG9 DCUN1D5 KANK2 SLC14A1 KRT80 EXD2 FHL1 CCNYL1 PTHLH CLASP1 DNAJB5 ROCK2 CDYL2 GIT2 NR5A2 A1CF RASSF8 DACH1 ARID4B ZFAND6 FEZ2 PSAT1 CTDSPL2 RBSN DDIT4L IGSF10 TAF12 CNOT9 JAKMIP2 TSC22D2 ATXN1 FLI1 DNAJB9 PRTG COPS8 SLC25A36 PHF21B RGL1 TMOD3 HSPA13 XKR4 GPM6A PPHLN1 PICALM AFF3 AKAP7 DTNA GATA4 PI4K2B RIC1 B4GAT1 FAM227B FOXN2 IKZF2 FBXO33 ATP5F1B CYTH1 CSMD3 CCNJ RNF19A CHSY1 SDC2 ARHGAP20 FAM8A1 PHEX CDH20 C16orf72 ARL5A CHRNA6 RDX MYB TRMT9B SESN1 KDM7A RNF2 FRMD6 HS2ST1 MBNL2 PSIP1 ATL2 RUSC2 FNDC3B ZNF326 YWHAG DENND5B JKAMP EPS8 SLIT2 PCLAF MAP2 FBXO30 GABBR2 RIPK2 ZNF224 C11orf95 VLDLR S100PBP PIK3CA KHDRBS1 PDIK1L IMMP2L HS3ST3A1 ZC3H4 FAT3 NOVA2 CUX1 CKAP4 SESN3 EIF4E2 FSCN1 CLIP1 PUM2 SLF2 PPM1B PPP4R2 KYNU PPM1E TLN1 ESRRG LEPR NCS1 RRP15 KCTD8 CECR2 SNRPB2 KIF14 PTAR1 MAPRE1 DIXDC1 WNT16 ADH1B HIPK3 HOOK1 TMX4 UBE2W CPED1 PGM2L1 USP6NL SCN5A YWHAB DENND1B DLC1 SLC6A11 SRI CCNE2 TBCA DNMT3B LBR DPH6 TRHDE PTPRZ1 THAP1 PLPPR4 SLC6A1 ADIPOR2 PPP1R9B NOVA1 INSM2 FLII GNAQ NEDD1 XKR8 EVI5 CEP97 CERT1 PKIA KLF6 TOGARAM1 ELK3 MBNL3 GEM CEP350 LIN7A SCAMP1 GTF3C4 TENT4B ETS1 SERPINI1 ZNF131 GLI3 ZBTB38 POLK POGLUT2 TLN2 DESI1 TFAP2A MGAT2 PCDH19 CNTN1 SLC1A2 LRRC8A BDP1 RIMS2 ZEB2 WAPL MYZAP VEGFA CCDC177 SECISBP2L ANK3 KCND2 RANBP10 INTS8 PRKG1 DCBLD2 FARP1 MMD MIB1 WIPF1 FAM118B SYDE1 RANBP9 CEP85L HIPK1 RECK SCN8A SIX1 CLIC4 CASR PPP2R1B ENO4 ZYG11B AGFG1 SLC35E2A RAB11FIP2 ELK4 ELMOD2 VASH1 SLITRK1 MINDY2 USP27X TMEM164 SLC35B4 PLPP3 PTPN14 MATR3 MARCHF6 SERINC1 MTF2 TBC1D12 HECTD2 FSTL1 ERICH4 OSTM1 SYNJ1 WASF1 NECTIN4 CASZ1 BCL11B GLCCI1 ZNF711 PMAIP1 TSSK1B PKD1 PIM2 HS3ST1 FIGN TBX18 PPP1R10 ERRFI1 SLC39A14 SOX2 ZCCHC24 NOTCH1 GPR158 PLCL1 SEMA3F FSD1L HNRNPD USP25 ZFPM2 NCOA2 PPM1F RTF1 UHRF1BP1 LHFPL6 CCDC82 HDHD2 ARIH1 MAP4K5 SEC23A UBE2R2 HMGB3 GPR180 MAP3K1 OTUD4 TBK1 NRG1 GSTA4 THAP2 RND3 GJC1 PTPN21 CLVS2 SMARCD1 GOLGA7 GOLGA1 ZDHHC21 JUN B3GNT2 ITGA1 TRIM23 MOSMO ATAD2B SUSD5 HOOK3 EIF2B5 TUBB ELL2 SYVN1 NTF3 RAB21 GTPBP10 RTKN2 TAP2 BRWD3 PROK2 KDR ULK2 JCAD MED13 CDK17 CNKSR3 C11orf87 DGKA LOX SLC30A7 NR3C1 TOB1 CNEP1R1 MSN RPS6KA3 MARF1 SUZ12 GARRE1 TIMP2 NOG KCNQ3 FOXF1 MPRIP OCLN CBX4 WDR82 ARL2BP MARCKS STRN JAZF1 CLASP2 ADAMTS3 DPY19L1 ELAVL2 SRGAP1 CORO1C TMEM17 APOO ZC3H6 NUFIP2 TLCD5 BNC2 PDS5B PTPN12 WWC3 DENND5A NAP1L5 GAS2L3 RBFOX2 STK4 ZMAT3 CEP41 SBSPON RDH10 SCAI ZSWIM4 PRKACB DNAJC3 PPFIA1 LRP1B ALDH1A1 PIKFYVE CAB39 SCRT2 TRAPPC8 PLXNC1 SLC35E2B DNA2 PAG1 MIR16_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR16_5P C2orf72 CBX6 UBN2 SLC20A2 PTPRR MNT FERMT2 PIAS2 ZNF622 HMGA1 CDC27 TARBP2 CACNA1E NRN1 PTH DMPK EGLN1 GLS2 HOXA10 WNK3 DNAJB4 TRAM1 DDX3X TMEM178B VEGFA ARHGDIA KPNA3 STK33 HTR2A AMER1 SAV1 QKI PHF19 GPN1 ENAH FBXW7 EXT2 SGK1 STRADB SCOC DCP1A ZDHHC15 SEMA5B ATXN2 ETNK1 ZNF367 SLC11A2 NRBP1 HSPA4L SIK1B CFAP45 VPS33B TRABD2B TMC7 SEMA6D ANXA11 MYB WIPI2 PDK4 N4BP1 IPO7 CDC37L1 KIF23 ZNRF2 RBBP6 ARHGAP12 RBM12 PTPRD CMC4 TMEM183A FAM91A1 TBPL1 IL7R RAD23B CCDC83 WWC1 TBL1XR1 IKBKB SALL3 CYB561A3 CPEB2 PDZD8 NR2C2 ATG9A CHAC1 GALNT13 RASGEF1B RAD50 CYP26B1 COP1 ANKRD46 SMAD7 GPR63 MYLK PAPPA RIMKLB DLL1 PPM1A HEPHL1 AXIN2 IGF2R SLC9A6 PRDM4 MYO5A GHR SCN8A MKNK1 RREB1 STXBP5 KDSR IARS1 PIP4P1 UBE2V1 ZC3H13 IPPK MOB3B LUZP1 RGMA FGFR1 SALL1 ZSCAN31 SEL1L3 CDHR1 USP25 UNC80 CHUK TNRC6B FAM110C HERC6 C1orf21 CC2D1B SREK1 AMOTL1 BTRC SYNRG RASSF8 ABL2 GAREM1 SVIP SERBP1 ST8SIA3 ZBTB44 C1QL3 RPS6KA6 NUP50 FNTA SPRED1 ZCCHC3 SLC36A1 SLC13A3 YRDC FBXO21 STXBP3 CDCA4 EDA APLN WBP11 PCDH9 CHIC1 RFX3 ACVR2A CASK MKX CDK5R1 ADRB2 SYT4 FGF9 MGAT4A LRIG2 NSMF UROS SUCO DYRK1B FAM122B CNOT6L ATG13 WNT3A RETREG2 KIF21A PTPN3 TGFBR3 UBQLNL WNT7A IFT74 KCNG4 ZFHX3 HELZ ANKS1A CAPRIN1 DDX3Y TMEM154 CLCN4 ROCK2 CCND1 SMURF1 P3H2 MBNL2 GABARAPL1 CCNE1 LAMP3 CYP2S1 TMEM199 RNF217 WEE1 SALL4 ZNF704 CD47 SHOC2 CXCR5 SOBP TSC22D2 KLHL2 CD80 SLIT2 SEH1L RUNDC3B SESN1 ST7L PIP4P2 ZNHIT6 ELL ATF6 ZFHX4 ATXN1L TLK1 KIF1B CUX1 SRPRA ATXN7L3B RBM6 UBFD1 NSG1 RBM24 DENND4A COPS7B DCLK1 ARL2 ARHGAP20 PPM1E LRRN3 ELMOD1 PEDS1-UBE2V1 TNFSF13B TMEM74B CLDN12 RSPO3 SMURF2 C2orf42 ANO3 CDC25A GRM7 NCS1 PDE3B GSTCD SESTD1 PAFAH1B1 KIF3B GFAP KCTD8 SNRPB2 UTP25 NAV1 SKI SLC25A37 DIXDC1 CDC42SE2 COL12A1 DPY19L4 GPATCH8 MAP3K9 ADAMTS6 HSPG2 FGF2 MYRIP PNPLA6 OOEP E2F3 DENND1B PPT2 SLC6A11 ILDR2 PRRC2C USP31 SUMO3 BTG2 LITAF ZC2HC1A PCMT1 GCC2 KIF5B DEPDC4 EPHB2 ABCF3 INSR EPB41L4B CARM1 MTFR1L TMEM100 ZNF691 TUBA4A PEX13 CAPZA2 SSTR3 SLC2A14 ZCCHC2 SYPL1 NHLRC2 PLAG1 CHEK1 UNC5D TRANK1 GATAD2A PLEKHA1 MIDEAS MOB4 GALNT7 EYA1 KCNK10 LGR5 RICTOR NOB1 ZNF548 CLUH TMEM135 RNF10 YTHDC1 SEMA3D GGA3 SLC2A3 NAPG KCNN4 MTMR3 ZMYM2 CCNT1 MYEF2 HMBOX1 SAMD10 EXOC3L2 STOX2 TFAP2A DESI1 NOS1 MYO5B PTCH1 RAB9B AREL1 RNF144B SLC35G1 MED26 AHCYL2 PELI2 TBP LRP6 AKT3 BAG4 MASP1 CSRNP1 MIB1 TCAIM FAM89A XPO7 EZH1 CEP85L RECK RS1 USP44 LYPLA2 PRKAR2A RORA CASR KCNJ2 PPP2R1B UBE4B RAB11FIP2 CMPK1 PLRG1 PAFAH1B2 HIGD1A CPEB3 SEMA3A SLC39A10 SYDE2 MYBL1 TLL1 AGO1 SETD3 ARMH4 IGF1R CCND2 PLXNA4 IVNS1ABP ZBTB46 RASEF ABHD2 JARID2 COBLL1 CCDC88C NECTIN1 CPSF7 CPD ISLR CHD2 SNX16 BCL2L2 CBX2 HIPK2 NF1 SYNJ1 MAN2A2 LATS1 ISM2 SLC12A2 VTI1B BCL11B ACSL4 CACNA2D1 AVL9 MCU OTX1 ARL3 G0S2 YWHAH SPTLC1 ZBTB34 FLT3 SEPTIN2 LRIG1 GNAT1 WNT4 DRD1 DLEU7 ATXN7L1 AK4 FASN FBXL20 MIGA1 ZNF449 SOX6 ARMCX2 PCDH17 MEX3C PDIA6 SSR1 BTAF1 VPS4A ELAC1 ARIH1 HECTD1 OGT ASH1L TMEM268 SIRT4 LRP2 RARB SON IHH ANLN LSM11 ZBTB20 PPP1R11 HTR4 LAMC1 LDLRAD2 PPP6R3 RUNX1T1 CD2AP CDK8 C12orf76 ELL2 SPRYD3 ATG14 LRRK1 G2E3 CCDC6 FOXK1 UBE4A TMCC1 DNAJA2 SOCS6 RAB30 RELN KRTAP11-1 CDK17 SPTBN2 AGO4 TAB3 CHPT1 DYNC1LI2 EPHA7 ACTR2 OMG RAB9A CCNJL BMPR1A SYT3 ARFGAP2 RSBN1 DMTF1 TFCP2L1 MFN2 MAP3K13 RBPJ ARHGAP32 SH3GL2 RPS6KA3 LURAP1L SUZ12 TGIF2 ARPP19 MAMSTR MAP7 PARVA TENM2 ZBTB39 TRIM66 UNC13A FAM81A PLPP1 EPC1 USP42 SNTB2 DENND2C SPAG7 CBX4 HECTD4 UBR3 MOV10 FAM133B USP3 PTPN4 ADAMTS3 MEOX2 NAA25 ADGRL1 TTC14 FAM135A KANK1 SIK1 KRTAP4-6 SIPA1L2 NUFIP2 NRP2 CREBRF BZW1 CEP55 UBE2Q1 CACUL1 LARGE2 MAP2K1 SMIM13 ATXN7L2 ACVR2B CD3E ANKUB1 AMMECR1 AMOT JPH3 TMEM245 ATXN7L3 ACOX1 SEC24A PIK3R1 POU2F1 PISD KIF5C CLOCK RET USP15 NFATC3 RIF1 ZMAT3 RTN4 RFK PLXNC1 FGF7 CSDE1 SLC4A4 ZNRF3 PAG1 MIR200C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR200C_3P NUDT4 MBOAT2 PRDM16 CRH ZNF217 ZKSCAN8 CHN2 ZEB1 NPM1 FERMT2 MFAP5 SNX16 HMBOX1 ATP11C FN1 KLF4 MPDZ CBL SULF1 EGLN1 MCFD2 CRTAP EXOG RPS6KB1 HDAC9 PITPNM3 ELOC WASF3 DGKH CHRDL1 DZIP1 VAT1L ANKRD44 QKI GPATCH8 TSC22D1 MAPK7 NBR1 RBFOX3 DUSP1 AP1S2 PCMTD1 CHRM2 FBXW7 PPP1R18 STRADB ZNF532 BLCAP PTBP3 FIGNL2 VASH2 SGCE NRBP1 PHACTR3 SFXN1 MSL2 NAB1 NPC1 SEMA6D RAP1B ANKRD40 CRKL PHTF2 CSNK1G3 IPO7 FAM122C MIEF1 NCK2 ZBTB10 LRP1 FOXG1 PPP2R5E TBL1XR1 BICC1 TMEFF2 CYTH3 MAP4K4 SLK ERG PPP1R9A YPEL2 IER5 RO60 CNOT6 SLC4A7 REEP1 NANOS1 GXYLT1 AMFR BAP1 NTRK2 PRDM1 CFL2 TRIM33 ARHGAP6 DPY19L3 ZFX IGF2R SCD GPRASP2 CAMSAP2 FAM126B B3GLCT CDYL OSBPL11 NFIA RAP2C TCAIM SGIP1 ASAP1 MAP4K3 RASA2 SLC24A4 PI4KB MEX3D EDEM3 SPAG9 DCUN1D5 KANK2 SLC14A1 KRT80 EXD2 FHL1 CCNYL1 PTHLH CLASP1 DNAJB5 ROCK2 CDYL2 GIT2 NR5A2 A1CF RASSF8 DACH1 ARID4B ZFAND6 FEZ2 PSAT1 CTDSPL2 RBSN DDIT4L IGSF10 TAF12 CNOT9 JAKMIP2 TSC22D2 ATXN1 FLI1 DNAJB9 PRTG COPS8 SLC25A36 PHF21B RGL1 TMOD3 HSPA13 XKR4 GPM6A PPHLN1 PICALM AFF3 AKAP7 DTNA GATA4 PI4K2B RIC1 B4GAT1 FAM227B FOXN2 IKZF2 FBXO33 ATP5F1B CYTH1 CSMD3 CCNJ RNF19A CHSY1 SDC2 ARHGAP20 FAM8A1 PHEX CDH20 C16orf72 ARL5A CHRNA6 RDX MYB TRMT9B SESN1 KDM7A RNF2 FRMD6 HS2ST1 MBNL2 PSIP1 ATL2 RUSC2 FNDC3B ZNF326 YWHAG DENND5B JKAMP EPS8 SLIT2 PCLAF MAP2 FBXO30 GABBR2 RIPK2 ZNF224 C11orf95 VLDLR S100PBP PIK3CA KHDRBS1 PDIK1L IMMP2L HS3ST3A1 ZC3H4 FAT3 NOVA2 CUX1 CKAP4 SESN3 EIF4E2 FSCN1 CLIP1 PUM2 SLF2 PPM1B PPP4R2 KYNU PPM1E TLN1 ESRRG LEPR NCS1 RRP15 KCTD8 CECR2 SNRPB2 KIF14 PTAR1 MAPRE1 DIXDC1 WNT16 ADH1B HIPK3 HOOK1 TMX4 UBE2W CPED1 PGM2L1 USP6NL SCN5A YWHAB DENND1B DLC1 SLC6A11 SRI CCNE2 TBCA DNMT3B LBR DPH6 TRHDE PTPRZ1 THAP1 PLPPR4 SLC6A1 ADIPOR2 PPP1R9B NOVA1 INSM2 FLII GNAQ NEDD1 XKR8 EVI5 CEP97 CERT1 PKIA KLF6 TOGARAM1 ELK3 MBNL3 GEM CEP350 LIN7A SCAMP1 GTF3C4 TENT4B ETS1 SERPINI1 ZNF131 GLI3 ZBTB38 POLK POGLUT2 TLN2 DESI1 TFAP2A MGAT2 PCDH19 CNTN1 SLC1A2 LRRC8A BDP1 RIMS2 ZEB2 WAPL MYZAP VEGFA CCDC177 SECISBP2L ANK3 KCND2 RANBP10 INTS8 PRKG1 DCBLD2 FARP1 MMD MIB1 WIPF1 FAM118B SYDE1 RANBP9 CEP85L HIPK1 RECK SCN8A SIX1 CLIC4 CASR PPP2R1B ENO4 ZYG11B AGFG1 SLC35E2A RAB11FIP2 ELK4 ELMOD2 VASH1 SLITRK1 MINDY2 USP27X SLC35B4 PLPP3 PTPN14 MATR3 MARCHF6 SERINC1 MTF2 TBC1D12 HECTD2 FSTL1 ERICH4 OSTM1 SYNJ1 WASF1 NECTIN4 CASZ1 BCL11B GLCCI1 ZNF711 PMAIP1 TSSK1B PKD1 PIM2 HS3ST1 FIGN TBX18 PPP1R10 ERRFI1 SLC39A14 SOX2 ZCCHC24 NOTCH1 GPR158 PLCL1 SEMA3F FSD1L HNRNPD USP25 ZFPM2 NCOA2 PPM1F RTF1 UHRF1BP1 LHFPL6 CCDC82 HDHD2 ARIH1 MAP4K5 SEC23A UBE2R2 HMGB3 GPR180 MAP3K1 OTUD4 TBK1 NRG1 GSTA4 THAP2 RND3 GJC1 PTPN21 CLVS2 SMARCD1 GOLGA7 GOLGA1 ZDHHC21 JUN B3GNT2 ITGA1 TRIM23 MOSMO ATAD2B SUSD5 HOOK3 EIF2B5 TUBB ELL2 SYVN1 NTF3 RAB21 GTPBP10 RTKN2 TAP2 BRWD3 PROK2 KDR ULK2 JCAD MED13 CDK17 CNKSR3 C11orf87 DGKA LOX SLC30A7 NR3C1 TOB1 CNEP1R1 MSN RPS6KA3 MARF1 SUZ12 GARRE1 TIMP2 NOG KCNQ3 FOXF1 MPRIP OCLN CBX4 WDR82 ARL2BP MARCKS STRN JAZF1 CLASP2 ADAMTS3 DPY19L1 ELAVL2 SRGAP1 CORO1C TMEM17 APOO ZC3H6 NUFIP2 TLCD5 BNC2 PDS5B PTPN12 WWC3 DENND5A NAP1L5 GAS2L3 RBFOX2 STK4 ZMAT3 CEP41 SBSPON RDH10 SCAI ZSWIM4 PRKACB DNAJC3 PPFIA1 LRP1B ALDH1A1 PIKFYVE CAB39 SCRT2 TRAPPC8 PLXNC1 SLC35E2B DNA2 PAG1 MIR3065_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3065_5P CXXC5 NUDT15 DDC AFF4 SSX2IP AHNAK2 ZEB1 SRSF7 TMCO1 ZNF281 TCEA1 TOMM34 FAM155B CRIM1 POLR3C SPATA13 ANK3 WASF3 ARL4A PHC3 ETS1 PCDH20 UBE2E2 NDUFAF7 UBTF NSL1 MED21 GLCE MECOM KLF12 JADE1 NAPB RAB18 TCF4 CNTNAP1 HNRNPLL DCP1A GLS MTDH SRSF11 SSB DCUN1D1 CCDC47 LAMP2 GSE1 PSD3 MRPL19 LTF COL4A4 UBL3 ZBTB20 REST ZWILCH RIC3 ZC3H12B DNER CCL28 HSPA12A ADRA1A APPBP2 CRIPT CEP83 MGME1 ZNF292 OPA1 AQP4 DNAJB14 ELF2 FUT9 FAM122B PUM2 EFR3A FAM83A ESCO2 BCKDHB FAXC TASOR PAPPA EXOSC3 CHM CHRNB1 NELL1 PPM1A PRDM1 RALGDS SLC9A6 ZNF254 GPBP1 THUMPD3 METAP2 GPRASP2 RBBP4 TRMT11 CRLF3 OSBPL11 IRF2BPL WSB1 RORA SGIP1 ROR1 VGLL4 E2F5 GUCY1A2 ASTN2 SLCO5A1 EDEM3 ENY2 TLE4 BPTF TMED2 CAMKK1 DUSP18 SNAP25 ABCB5 SPAG11B BROX CCN3 ERAP1 DCAF5 ACACA TOMM70 TM2D1 PCDH11X FSD1L PRKAA1 CCNT2 ROCK2 CDYL2 TPD52L3 NPY5R PMEPA1 DACH1 ANXA4 IDH3A ARID4B RBM7 LRRN1 SLC4A4 ZDHHC17 EI24 PTPN11 RAPGEF2 TAF4B GTF2A1 CHFR DCAF10 DNAJB9 TRIM6 FCAR PRTG KDM2A SLC25A36 QDPR PCDH9 HMGB1 FOXP1 ZNF92 CHSY3 GYG1 TLE1 DTNA PLK4 PKNOX1 C15orf40 UVSSA SPPL3 RBMS3 PHACTR2 PHLDB2 SMNDC1 EPB41L5 SUCO LRRC25 JMJD1C TIMM10 TMEM207 MYB KIF3C KDM3B KDM7A VPS50 VPS37A LRP12 WDR33 ERLEC1 SCLT1 TSPAN5 ATL2 RICTOR SLC7A6 ZNF704 RIOK2 MPP7 ARHGEF2 DLG2 RUNX2 CD55 CDC42 SOX6 CNOT4 DDX52 KEAP1 CCDC50 AMER2 UBE2G1 ISCA1 ELL CLCN3 UGT8 ATXN1L RASA1 NOVA2 MAP3K4 GEMIN2 ZNF516 HNRNPUL2 SLF2 ZNF678 FBXW11 PDP2 SLC25A53 SAMSN1 ZDHHC20 HOPX PRR14L COL4A1 RPGRIP1L PAFAH1B1 CCDC28A-AS1 SACS SLC35E2B CRACD ABCB7 AZIN1 PMFBP1 PRKAR2B SON RCOR3 SPAST GATAD2A UBE2W NCBP3 WSCD2 CSTF2 RNF8 KLF10 BCLAF3 SLC10A7 RPRD1A E2F3 SPIN4 FZD5 CLDN10 GCFC2 RHOBTB1 ETV5 STIM2 SLC17A6 FCHSD2 USP3 COL19A1 PDE4D FOXC1 CHORDC1 MORC1 MCTS1 UFM1 MSI2 USP53 ILF2 ZBTB47 DCX CPLX1 NFIL3 SSBP2 RAB27B PYROXD1 INTS2 NAP1L1 PLEKHA2 SYT13 SLC25A31 SLC11A2 TENT4B CDKN1B ME1 SCAF11 TAOK1 CA8 EIF1B NCK1 GPM6A ZFP28 GRIA3 ETFBKMT LCOR LARP7 SDHA ABCA6 CFAP161 DOCK4 WAPL SECISBP2L FCRL2 NMU WDR44 RAB1A LRATD2 RBM12B ACSL3 KPNA1 RNF180 FAM98A SEC23B SOX7 PEX3 CEP85L SPECC1 SLITRK4 MTMR4 NKX2-1 RELCH BNC2 NRP2 ENTPD7 TULP4 WDR45B YIPF5 PLEKHF2 DCAF8L1 PAX9 REPS2 GNPNAT1 TP53TG3 SLITRK1 CPEB3 MYBL1 KIF1C SLC28A1 BRD4 ST8SIA1 ANO5 ATP6V1A SPRYD7 CDK6 MAP3K2 GET1 BEND4 ZBTB1 UNC5C DCK PPP4R4 LRP11 CREBZF ERRFI1 FER RLN2 SMARCAD1 MORF4L2 KDM2B C16orf46 TMEM192 LNPEP ZNF554 U2AF2 CPNE4 PLEKHA8 KIAA2013 ARRDC3 ZMYND11 ASH1L SYPL1 STRBP HUS1B SLIT1 HOXB8 B3GALNT2 OTUD4 HPS3 NLGN3 ADH5 TP53TG3D NEUROD1 NUCKS1 SPINDOC H2BC21 RFX7 MED12L SGMS1 ATP2B4 KCNJ3 NPAT HNMT EIF3A CNTNAP2 ITGA1 MED28 EPPK1 HOOK3 PRDM2 SNX30 ATG14 RNASE6 PIK3CB SOX14 EGR4 BRWD3 SETDB1 JCAD VPS35 TIGAR BMP3 SOX1 SLC46A3 S1PR1 PDGFA DNMT3A SMAD2 UBE2D1 SFXN2 CTNND1 DPP10 TP53TG3B RBM20 SLC7A11 ZFR TTC13 SHISA2 OR7A5 PAFAH2 AVPR1A NEXMIF CFAP126 KCTD9 HECA SEMA4C PTPN4 NHLH2 CYP27C1 CEP104 CYREN FOXF2 NUFIP2 ING3 PDS5B SLC25A32 MRPL2 CCN2 HASPIN CLTRN KHDRBS3 NR4A3 SCAI ZBTB11 CAT PIK3R1 ARL6IP5 KPNA4 CLOCK MEIS1 SMG1 ZMYM6 MEIOC ZNF800 ANKRD27 CCNG2 MIR137_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR137_3P EGR2 KCNAB3 MBOAT2 MBTPS2 LIMCH1 CASTOR2 SSX2IP TCF12 HLF RGS6 HMGN3 TAF7L ZNF217 TENT4A UBN2 RRM2B DFFB FAM98A NKAIN1 PIAS2 COCH MEGF9 SLC16A9 PALM2AKAP2 PGP NRG1 MRPS5 RBM41 ALPG DTNA RANBP9 DIPK2A DLGAP1 MLC1 SSR3 ZNF736 TBCE ASPH TMLHE SGCG GPD2 FZD3 ZBTB7A TTC26 SSBP2 SCN8A SEZ6L2 TRPC5OS FAM117B SPATA13 ACSBG2 TMEM218 NRG2 PRADC1 SLC6A9 ZNF770 NBEA RORA TSNAX NCKAP5 ANKRD44 QKI CTTNBP2 OSGEP MARCHF7 ANKRD28 PDLIM3 DAG1 MED21 PTPN2 SYNCRIP HNRNPDL SUSD3 CHD9 KLF12 NIPBL JADE1 ABHD17A TCF4 LBH ZNF343 DCDC2 KLF15 NOX4 HTN1 MTDH DCUN1D1 RNF4 VASH2 ESRRA ZNF804A SLC35A4 E2F6 ST3GAL3 GRIP1 OSBP2 FTHL17 NREP HTR2C SIK1B CTNNA3 SLC6A8 CSDC2 ZNF326 ERBIN DMRT2 TBC1D1 NPC1 PTPN5 CRKL PHTF2 ZFYVE16 LUZP2 CSNK1G3 WBP1L PRKD3 CDC37L1 GFPT1 PAXBP1 AMD1 LIN7A INPP5A MITF VWA5B2 PRKAB1 SLC35A1 NCOA3 GIPC2 NCK1 ANKRD12 HTN3 EMCN AGPAT3 SMCP MIER3 TMSB15B EDIL3 RWDD4 ARSD ATP11B ARHGAP44 AP3S1 FAM126B NRP1 CPD ITPRIP SLC36A4 PNKD PAQR3 EFR3A RNGTT KLHL21 PXN SGPL1 SYF2 ITPR3 RDX CADPS ZMYM2 AP1S3 PIK3R3 BRAF NABP1 XPO4 CILK1 B3GALT2 AGGF1 GXYLT1 CADM2 ARHGAP42 ARID4B LBX1 LINGO2 MXD1 NF1 SLC12A2 GABRA1 PRDM1 PLCB1 TRIM33 TMEM80 DIRAS2 NXT2 WWP2 KCNB2 RREB1 SGO1 MPP1 KCNMB2 AIDA CACNA1I ABI3BP SLC7A9 SLC12A6 SRC ARHGAP5 CST11 FURIN RAP2C PXDNL NECAB3 PRR16 GRIA4 METTL9 MAPK10 UGCG CTTNBP2NL GRM5 CALN1 BBX IFT20 UNC79 SASH3 GUCY1A2 RBM27 EOGT ZNF555 YTHDF3 NCOA2 ICA1L SPRY3 CXXC4 TRAF3 RGS7BP AHCYL2 SLC4A7 PYURF KDELR3 SIRT6 PPP4R2 ZNF449 ABHD6 PTN ATF7IP2 GPAM SOX6 OXSR1 CCDC126 ZFP36L2 MYBPC3 UBE2K KHDC4 TPCN1 TSN CTDSP2 PCGF5 NETO1 TMPO GIT2 RETREG3 TJP2 BAZ1A POLR2C CYYR1 SHROOM2 AQP8 DUSP4 BTAF1 KDM4A SPATA16 CISD1 STAC TDRD7 RRAGD DUSP10 MAP3K14 ZBTB21 COL5A1 HIC1 SLC43A2 SCRT1 STRBP UBLCP1 GLIS2 ABHD18 SLMAP GDPD1 JAKMIP2 MPC1 STATH DUSP5 GTF2A1 FAM160B2 EPC2 RAVER2 ZNF621 KLHL28 OTUD4 TIGD1 MED27 FMNL2 NFATC2 CDH12 CALCOCO1 ARHGAP24 CACNA1G ENHO ABHD13 ADCY2 CLEC16A YTHDC1 RNF213 NEUROD1 NDST1 PIGY SS18 FNDC5 NUCKS1 LMBR1L PPARGC1A CA7 STK40 CCDC85C GPR137B ST13 APPL2 NAT8L GJC1 FGF9 EIF3J SOX11 TMEM33 UBE3C GOLGA7 TCF3 MSI1 SNRK ZBTB7B CXCL14 GRAMD4 CD2AP WNT7A PDCD6 GRAMD2B LZTS3 FAM168A AHCYL1 SLC1A5 ATG14 AJUBA NFYC DOCK8 FRMD6 MYO1D MBNL2 RNF138 DCLK1 ZNF385D SLC5A7 MARCHF8 RICTOR PARP4 TTC28 ZNF710 PLEKHO2 ABHD2 CABLES2 TSC22D2 IMPA2 CAPN2 HLTF YBX3 LONRF3 E2F7 CYB5R4 TRIM45 SLC8A1 DAAM1 ACAP2 ZNF224 PIP4P2 KDM5B STYX PITPNA LCP2 HOXC4 ATP10A SLC46A3 UBE2G1 TBC1D19 MED11 STK38 C11orf87 FXR1 AGO4 FGL2 USP36 EPHA7 ATXN1L RAPH1 SWT1 ATP2B2 FAT3 ING2 FNIP1 USP30 TLCD4 MAN2A1 CTSF ZNF516 NEFH RIC8B SERP1 RAB9A GBP3 KANK4 SEPTIN3 DTX2 B4GALT5 NSG1 MAML1 GRM7 MICU1 RSBN1 NEUROD4 KDM1A CXADR RBPJ ESRRG SNX25 SBNO1 HERPUD2 CNEP1R1 TFAP2A KMT2A LGI3 RMND5A LURAP1L CPNE8 STK38L SKI SOAT2 WNT16 PRKAR2B PLK2 DDX3X NFIB NATD1 GALNT1 SLC30A4 ZC3H3 DIP2C PHF20 ELOVL2 PPP1CB DEXI DENND1B CACNA1H RTKN2 BCOR CEP128 FXYD6 GRK6 RHOBTB1 GORASP2 FKBP4 ADO EFCAB14 ARHGEF18 STRN C18orf25 JMY PDE4A SLC17A6 PTPN4 COL19A1 SYT1 CHST10 FOXC1 KIT EVX1 CHORDC1 SH3TC1 OXR1 LMTK2 ZCCHC2 STT3B MSI2 EIF2S3 ACSL6 C17orf58 FGF11 DR1 SIK1 ADAMTS5 TMEM229B ZC3H6 COL11A1 SIPA1L2 ZNF143 MAP3K20 SLC25A5 GPCPD1 CUL3 MSRB3 VAX1 RNLS EPHA5 C6orf47 GLCE CNTN3 KIAA1671 BCORL1 SBSPON NFASC RCOR2 DMRT3 PRKAA1 PLXDC2 STK11 ZDHHC5 SENP6 DESI1 OTUD7B SYNDIG1 LEMD3 RIC1 RELL1 NCAPH2 SCRT2 RAPGEF5 NRG3 C2CD2 FAM78A SLC35E2B KCND2 NKAPD1 RNF150 PTGFRN QSER1 CCNG2 MIR12123 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12123 MPV17L TFPI2 ITPRID2 UBN2 EGFLAM KCMF1 ELAPOR2 MYH15 SLC25A40 ZNF423 B3GALNT2 BTNL9 MPDZ ANAPC11 PDPR IMMT UBE2D3 DCAF17 CYREN SLC10A7 DZIP1 QKI VDAC2 ANKRD28 IRAK3 ENAH JADE1 FMN2 TNFSF8 SC5D LRCH2 ZSWIM5 PTPN22 TNIK SKA2 RRAGA RNF103-CHMP3 MOB1B TRPS1 BLCAP MCM8 PAQR8 GPRASP1 BMI1 SPATA6 CT47A9 DDX54 ZNF570 FBXL3 PLEKHB1 CDH19 ADAMTS9 DAZ4 ABHD11 SSH2 HEATR5B CSNK1G3 CD163L1 SYNE2 ZC3H12B ZNF227 CT47A2 PTPN20 CLPX SCAF4 FABP4 TMX3 ENKUR C9orf72 ODR4 UBE2H CWC27 SMIM14 TCF7L2 SLC6A15 FUT9 DUSP16 DELE1 CCDC88A SLC25A27 SLC16A7 DDX19A RBM41 MOB1A CNIH2 KBTBD3 ZNF544 PPP1R12A IREB2 ZNF608 PBX3 LYPD6 SAMD4B ARMCX3 IGSF9 VAMP7 CCSAP ARHGAP6 A2M MARK1 POLR1F ADAM12 JAG2 EIF2S2 LGI2 AUH FUT2 CUZD1 FTH1 MSC PCDHB11 KCNV1 DCLK3 RB1CC1 DBT GCSAML SSMEM1 SLC1A2 SLC30A10 USP46 PTPRC BCL2A1 CEP43 DCUN1D5 RBFOX1 SLC14A1 CAMSAP2 PAX3 UNC80 RTN1 LRRC8B DISC1 SLC10A4 SREK1 SLC16A6 SYNRG SIVA1 TMEM255A FOXO4 AHCTF1 TNFAIP8 SNTG1 ENPP3 GABRA4 RPS6KA6 ZBED8 RAD23A PTER ZNF737 NUP50 ABHD18 FKRP GTF2A1 NBL1 KIF3A NOL3 GRID1 CNBP PRTG PI4K2A TFRC CD8A PCLO COMMD3-BMI1 MAN1C1 HSPA13 C2orf88 ACVR2A ARHGAP33 IL17RE SUPT6H PUS10 PAX1 PLCXD3 SPPL3 REV3L ZFP30 TMPO FAR1 SYT4 FBXO33 DIAPH3 CAVIN4 MMP2 NRG1 GCSAM C16orf72 PDLIM2 RRH HS6ST3 STRC CXADR CWC22 ELOVL4 CNGA1 SPO11 UGT2B10 ERLEC1 RPRD1B PSIP1 IFNG NEFM ZNF704 SYPL2 RFC3 ALDH6A1 KLHL2 MAP2 RUNX2 SLC23A2 MID2 CT47B1 GABBR2 VAV2 HSF2BP MDM1 SPA17 CCDC50 STK38 DAZ3 EYS SLC4A2 TUB NWD2 CA8 RBM26 SRI TCTEX1D1 ZNF280D PTP4A2 NSG1 DAZ1 ZNF678 SEC62 USP5 TMEM131L ADGRB3 ELMOD1 CCDC71L UBE2B MGA GPATCH4 ANO3 NCS1 GNRHR RAB2A OSBPL6 ANGPT2 PPM1L IDS LEFTY1 UBE2Q2 EMCN DIXDC1 STAG2 TMX4 PLEKHA3 BAAT TMEM59 MAT2B NMB CT47A5 DENND1B DMGDH RNF40 TMEM251 PPP1R3A DCDC2 C8orf34 EDRF1 MYOM1 TBX15 EZH2 BCAR3 GLT8D2 EHMT1 RAB5IF SLC17A5 GABRB2 HNRNPDL ARID1A TPR TMSB10 MYO19 PLAG1 PTPRF SLPI STT3A NEGR1 PLCB3 KCNH2 CEP20 ZNF780B ZNF626 KIAA1549L NPY2R ADCYAP1 RPL26L1 BRWD1 DAZ2 PTPDC1 RPS6KA5 ZNF597 MAPK8 MAGEA8 KMT2C MERTK ADGRL3 ADH4 SCAF11 PRSS35 FLRT3 SSNA1 ATP11C NIBAN1 MGAT2 CT47A7 ZC3H12C CDO1 PRG4 RAB9B LZTS1 PLP2 ITGB8 PRKG1 NEK2 MAT1A GPHN CT47A1 FAM98A OTUD1 TAF1D CCR1 SLITRK4 COPG1 RS1 FZD3 ALKBH1 SYNPR CT47A10 CTTNBP2 CFDP1 NUDT19 PLEKHF2 GNAI1 PPID DOCK10 NR4A2 DOCK5 GFPT1 NCAPD2 SBSN GINS4 C1D SELENOT G3BP1 CDKL2 FAM83B GRB2 PRDM8 TNPO1 TRMT5 GIMAP6 E2F4 FSTL1 MAP3K2 CDC14A LRRCC1 BEND4 LZTR1 LATS1 TNFRSF19 CACNA2D1 CT47A3 GAL3ST4 CT47A8 SH3TC2 PPP4R4 MTMR6 CFAP20 CHMP3 CMTR2 AHR RAB12 TBX1 EFNA5 HNRNPD SMDT1 STK35 GNL1 SVOPL PKP4 LHFPL6 OGFR NCKAP5 CREBRF MESP1 SYT16 AFAP1 HSD17B6 GPR180 ZEB2 MTERF3 SERTM1 TRPA1 FBXO43 RUFY3 ALDH1L2 DST USF3 BCL2L11 FOXO6 OCRL GARNL3 SLC7A2 ERO1A GPR82 C2orf16 TMEM65 WDR43 ZNF572 SRSF4 GOLIM4 TBC1D3B PPP3R1 ABRAXAS2 CAP2 CPE SLC15A5 ULK2 HP1BP3 CT47A11 CFAP52 MED13 ZNF684 MPP4 GATA3 HAS2 KDM5A SERP1 CT47A4 PSMC6 TMEM69 RNF26 HERPUD2 PHLDA1 RPS6KA3 CREB1 DYRK1A ZNF585B NLK CT47A12 OGA CUL9 BMPR2 ZNF519 CRHBP ZSWIM2 RNF157 CBR4 TPP2 XPNPEP1 TMEM260 UQCRQ MARCHF2 CNTN5 SMC5 ZBTB41 WEE2 YES1 TTC33 SQOR CT47A6 TTC14 ERP44 EIF4A1 NUFIP2 MEP1A YOD1 TIGIT SLC25A32 CDK12 CNTN3 C5orf15 ZNF22 SCAI FRA10AC1 SPSB4 KIF5C KIF12 CNOT3 MDC1 ZNF579 LMO7DN MTMR9 MYOG BACE2 GBX2 MSR1 ATP5MG TMEFF2 GPR37 MIR1283 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1283 NWD1 TMEM170A TMEM273 LTBP1 HDX EGFLAM PLCXD1 PTPRR GAB1 DNMT3B MEF2C GNE SATB1 FBXO22 FAM200B CBL NCOA5 KLF11 POLR3C MAPK8 RBPJ CDC7 PHC3 EOLA1 PDK3 QKI GPATCH8 PURB NSL1 CTF1 A1CF CNPPD1 PCMTD1 ENAH TCF7L1 NCAM1 TCF4 DSG2 SPIN2B SLC13A1 FMN2 ADD1 ANKRD13A ANP32E BBX SLC35F1 ATXN2 ETNK1 BMI1 ZNF84 TGFBR1 TBC1D15 TRABD2B MRPL19 ZNF326 SEPTIN14 NAB1 CMTM4 RASAL1 HSPA1B POLR2B CLPX U2SURP FRS2 UHRF1 ACTL6A DLL4 ZNF292 RBBP6 UBR5 CPEB2 EFNB1 FUT9 UNC50 EFR3A KCNMA1 IL12RB1 SPIN2A CDC42EP3 XPOT C3orf52 GINS1 EPSTI1 AK3 GPI TSHZ1 MLLT10 GPM6B IER5 PPP2CA SLC4A7 KBTBD6 PDE1C GASK1B COIL SYNCRIP OLFML2B HIF3A GABRA1 KMT5A PRDM1 DNAJB7 PPP1R2 CEBPD ARHGEF26 MAP7 SULF2 CANX PSMG1 SULT4A1 MDM1 TMEM200A STXBP5 CDH11 TMEM47 DISC1 PRLR SRC PDE4D SGIP1 DEPDC5 MAN1A2 SRSF6 SCN5A CREB3L2 NCOA2 SEPHS1 SORCS1 SNAP25 PRDX1 ACOT13 PPFIBP1 USP25 SOD2 CDON HNRNPM PTN SMOC2 CALHM4 ACACA MFF RAI14 EGF ATP2A2 TXLNG WDR35 CDYL2 SLITRK2 ELF1 CELF2 TMEM220 NEDD9 NCOA3 PDXDC1 DACH1 TRIM13 CITED2 ARID4B IPP PDZD4 IGF2BP3 FAM53B TMTC2 KIF3A WDR61 LRCH4 PIWIL4 SLC1A3 HPSE RDX EIF5A2 COMMD3-BMI1 RFX3 PPHLN1 AFF3 PPIP5K2 PI4K2B BRPF3 MTSS1 NAT8L GAGE1 TMPO TMEM33 OSBPL10 TOR1B TUT7 DTNA ADGRG2 SDC2 APBB2 MAGOHB FGF14 RBM46 PIGC RECQL DLGAP1 UBE2L3 KDM7A LGSN UGT2B10 CCND1 HS2ST1 MBNL2 DNAJC5 SBNO1 SALL4 ZNF385B SCNN1G PSMA5 RUNX2 THSD7A SEH1L MEF2A SRD5A1 TPST1 PIP4P2 DDX52 MAFF DMP1 ZFHX4 KLHL36 UBE3A FAT3 NAMPT C12orf40 PPP2R5E HYKK SENP7 SLF2 SIPA1L1 SEC62 PPP4R2 NEDD4 AMMECR1L CFAP20DC GPATCH2L CPEB4 MAPK10 CDK11A NSUN6 DNAJC6 SBF2 SLC5A3 DPY19L4 FLVCR1 SON OLR1 GJC1 ZZZ3 NCBP3 AAGAB LLGL2 RFPL4B STARD4 PPA1 LINGO3 PTPRZ1 DEPDC4 ETV5 ADIPOR2 MYO1D GNAQ SDE2 COL19A1 TCTN2 SYT1 TTC14 RAG1 FOXC1 SNRNP48 NPAS3 MSI2 HNF4G PRRG4 FANCE ZNF714 ATOH7 BRWD1 STXBP6 SCAMP1 FAT4 HOXA2 VGLL3 SLC26A7 ST18 DKK2 ERBB4 C16orf46 UBR7 SP4 KIAA1671 UBQLN2 TEAD1 MECP2 SASH1 PHF6 PTPRC PEX2 ZDHHC13 SOX8 PTPRB SPIN1 SRSF1 PTPRK GNB4 MTFMT SECISBP2L CNTLN ABHD3 ATP2B1 BAG4 EFHC1 CDKAL1 CDC42BPB FZD3 AHI1 PCBD2 CD200 CYB5D1 HOXD3 PCNP NIPBL SCML1 SLC25A12 DMXL2 NXF1 TMED7 ZNF277 SPATS2L MAPKAP1 C16orf54 RBM25 TLL1 TMEM50B TUSC2 SLC35B4 PTPN14 MZT1 PDZRN3 ST8SIA1 SNX18 ANKRD10 SLC26A3 SNRNP200 BEND4 ABHD5 TMTC1 FRY DIRAS2 CASZ1 GLCCI1 PWWP2A TPD52L3 DCK LUC7L USH2A METTL9 FBXL17 PTP4A1 GVQW3 KCNK1 BRD1 ZCCHC24 FTMT CDH2 KCNA1 ZNF451 FUT10 ATXN7L1 HES1 SERAC1 SCN9A WAC CHST9 RBM47 RRAGD DUSP10 FUNDC2 UBE2R2 CLASP1 MAP3K1 DTD1 ARFGAP3 ESRP1 IGFBPL1 KLRC4 AK7 ANKRD18A H2BC21 SOX11 SUFU BCL2L11 SOSTDC1 EIF3A DNTTIP1 ATAD2B DPYSL4 RAP2A EBF3 SIRT1 PPM1D ERLIN2 ADIPOR1 KHDRBS2 PTGFR NEUROG1 APELA PLEKHH3 MMGT1 HP1BP3 STON1 CPSF6 SOX1 THSD7B DAPK1 CROT SLC35F5 RAB8B PGRMC2 NSD2 PPP1R26 PHLPP1 SIAH1 DHX32 XPO5 ARL8B AKIRIN2 CDC40 NOG ORAI3 ATF7IP ZNF350 BMPR2 INO80D NPY1R SYS1 LRBA SORD GK5 UTP20 MSTN MTA1 JAZF1 FAM220A NHLH2 OXR1 NUDT11 MSANTD2 SCML2 POMGNT1 COL24A1 ADAMTSL5 TFDP2 NUFIP2 ODC1 BZW1 TMEM132C NPTX1 BRINP3 MFHAS1 KAT6A IRAK2 ACVR2B RORB CSTF3 ZNF22 SCAI PSPC1 RAD1 LVRN PIKFYVE SHISA6 FGD2 ALG1 ZMYM2 ITPKB DNA2 MIR338_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR338_5P ESRRG BTBD1 ATP5MC3 FERMT2 MEF2C CUL2 ATP11C CA2 MNX1 MARCHF6 ARAP2 CIRBP KLF11 HOXA10 HIVEP1 HDAC9 CDC7 DICER1 DGKH PHC3 ZNF770 ETS1 PALLD PCDH20 GRIA2 SPRY2 BCL9 ANKRD44 MAGI3 NSL1 JAM2 TEC COBLL1 A1CF CNTN4 ENAH BBX DPP8 TXNDC11 KCNN3 XIAP ETNK1 BMI1 KAT2B ZFAND5 BCL2L11 MTF1 OGFRL1 BRDT GPATCH2L NAB1 HS6ST2 GYPA CMTM4 DSC3 CHM RMI1 ARHGAP12 SMAD5 ATP7A NCK2 GCNT2 EID1 LRP1 ESRP1 DDX5 FRS2 GUCY1A1 PAQR3 DYRK1B CADM2 TSHZ1 FAM161A PTGDR WDR47 CEP97 HCN1 CAST ZNF507 TASOR CREB1 SLC4A7 PTCH1 HACE1 ZNF236 ENPP2 LYPD6 LTBR PCNP LIN54 ACBD5 ZFX TMEM158 COG6 PREPL FAM126B U2SURP RABGGTB KALRN ARHGAP5 LTV1 RORA USP13 MAP4K3 RPRD1A SCN2A LEPROT MBNL1 MAP3K15 CMAS RB1CC1 DBT FPGT IL6 GRID2 CXXC4 USP25 UBE2K PTPN2 TENM1 CCDC126 IRF6 CTTN FSD1L AMOTL1 CDYL2 SH2D1A NR5A2 ANKS1B MAPK9 MBD5 ZNF585A ARID4B ZBTB44 HORMAD1 GTF2A1 RAB3C C2orf66 POLR3G DARS1 AFDN COMMD3-BMI1 CHSY3 CHIC1 TAF1 ACVR2A SP3 NEK7 GCOM1 PICALM H3-5 PI4K2B CUL4A MRPS18B RLF SYVN1 FBXO33 NEK4 MON2 TSHZ3 CNOT6L DDX59 R3HDM2 COPS2 DLGAP1 C17orf77 CHD1 CCDC186 FBXO4 UST HSPH1 RRM2 NAA15 GOLGA2 IKZF4 PJA2 RICTOR TAF7 FNDC3B PKN2 SREK1IP1 SPRY4 ARHGAP23 WDR3 AP1B1 ACER3 SLIT2 ABCA8 CD55 ALX1 SOX6 MID2 IL19 BAHCC1 GTPBP2 ADGRF5 TLR4 CATSPERE FAM135B TLK1 CLIP1 B3GALT6 PPM1A CNOT4 SENP7 DENND4A SH3BGRL SLC25A53 EOMES ITPR1 KDM4B SMURF2 PIGA MBLAC2 FST KLF2 SEC63 FOXJ3 DAGLA COX15 DNAJC6 CPSF6 GDAP2 AZIN1 STAG2 ANOS1 PPP6R3 SLC49A4 SPAST WDFY3 ZMYM3 TMX4 ZNF543 ARID5B FGF2 CEACAM5 FZD7 MYCN KLF10 PPP2R5C DENND1B ZNF521 MECOM POGLUT3 DDX46 ATP6V0A4 SLC5A7 STK3 TRAT1 SDE2 SGK1 TNPO1 NSMCE4A ANKRD12 GABRB2 CHORDC1 DYRK4 LSM1 GDI2 MSI2 C1orf52 BICD2 ZNF793 ZNF609 RNF180 UNC5D RAB28 LDB2 ADAMTS17 ITGB2 PELI1 RAB6B SCAMP1 TADA2B KMT2C PDHX TAOK1 FGFR1OP2 ATP2C1 CCL20 TAOK3 ID4 ZC3H12C MYCL FANCM JMJD1C GPA33 AIMP1 ARL15 RAB1A TAF6 FAM126A ATP2B1 CAMTA1 ENPP1 MYO1E TARDBP SIX1 GATA3 VMA21 NBEA SOD2 DYRK1A CD9 BACH2 SCML1 SLC25A12 EDIL3 NR1D1 MYBL1 LRRC7 NDFIP1 CEP63 WDR20 UTS2B KCTD15 PPP2R5A PPP1R12A PAN3 SYCP1 PTPN9 ATP11B PAIP2 TBC1D12 COL4A3 WDR72 HESX1 IKZF5 EPHA5 CDK6 MAP3K2 PHF20L1 POLR2M LRRCC1 NF1 ADM LATS1 WASF1 HOXA9 CSRNP3 ZNF711 PDE10A DAAM2 CCNL2 HEMGN PRR11 NXPH1 CREB3L1 IL22RA2 LPCAT2 ZXDC SLIT3 KRTAP4-11 AHR GABRG1 H3-3B CDNF HSF2 MMP20 IFNW1 CCDC82 TMED5 SCN9A LRRC58 DDIAS ARIH1 CEP44 OGT ID1 RING1 SYPL1 SP2 TUT4 ZFY FMNL2 TRPC1 ALG10B LRP2 ACKR3 FAM214A AK7 HSPA5 RND3 APCS RFX7 SGMS1 KCNJ3 KRTAP4-8 ATXN10 RHEB FEM1C PDE4B EBF3 SIRT1 TOB1 RNF138 CCDC6 TRAPPC6B NTF3 GTPBP10 BRWD3 NSUN7 MITF AP001372.2 MED13 LRATD1 IKBIP CDK17 INTU PARD6B MAP10 BAZ2B FGL2 YY1 KIAA0408 HDAC4 RANBP17 ORC6 ATAD5 CAV2 PHLPP1 NR3C1 WDR33 NEUROD4 LSM6 AAK1 UNC13C CSMD1 KMT5B INO80D MTRR SMG8 GTF3C3 CENPF FEZ1 UQCRQ ABTB2 MSTN LRRTM3 CYP24A1 TVP23B OSBPL8 STRN SOS2 VCPIP1 ADAMTS3 YIPF5 SPTBN1 CEP104 TRA2B NAA25 TTC33 SCML2 WIF1 HECTD2 ACSL6 HFM1 NDUFS2 NUFIP2 PTPRM PRR12 WWC3 CCN2 ARID2 NXPH2 ZNF827 ATRN TET2 TMPO MLANA HOXA5 NPAT PIKFYVE DOCK3 FKBP14 OBI1 TBX2 PURA MIR3688_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3688_3P ADAM22 SIKE1 TGIF1 FCHO2 MEF2C OGFOD1 TCEA1 MBNL3 NEDD4L RSBN1L HOMER1 HOXA10 DYNLT1 TMEM178B PRDX1 GRIA2 PDK3 LGI1 VDAC2 ADCY9 RANBP1 SAFB2 COX20 JAK2 PPP1R18 API5 CCDC25 GLS FRMD4B CAMKK2 IL1R1 COL4A4 RSAD2 SEPTIN14 DCUN1D2 UBL3 ARHGEF9 SMARCA2 MYH10 PTPRS RBBP9 CCL28 VPS26A GLIS3 ZFP82 SOX30 RIT1 USP2 AMOT DYNC1I2 IFT81 DKK3 PDZD8 SH3BP5 ATXN2 POC5 CCDC88A GALNT13 NR6A1 NFYC TK2 IKZF2 FMR1 AK3 ABI1 LTBP4 FAM76A GPR161 CREB1 CHM AGGF1 TLCD5 SRSF10 PRICKLE2 CDH13 UGT2A1 NTRK2 CFL2 SHC1 SELENOP ARPIN SAMD7 PCOTH PEG3 HNRNPK HIGD1A PGAM1 RORA SLC2A14 FOS ZNF664 KIAA1522 GUCY1A2 CXXC4 SORCS1 ATP10B GRM1 G3BP2 PHYHIPL SAMD9L FRMD3 CCDC126 BLOC1S2 C1orf21 SGPP1 PCTP PRKAA1 TMEM182 TJP2 IMP4 DCLK1 EPGN LANCL1 ARID4B KCTD18 LHX8 ZFAND6 YPEL5 ZFYVE28 TMF1 ZBTB21 MAGI2 OAZ2 MPC1 DIPK1B SVEP1 EPC2 ATXN1 HTR1F EIF5A2 RDH8 FOXP1 MAP1B CHIC1 PPIP5K2 ZNF772 PPDPFL PBK FAR1 MYSM1 SMNDC1 C2CD4A VAV3 GFRA1 MIA3 SYT9 MON2 APBB2 NFATC2 LSAMP CNOT6L UGT2A2 ESYT3 RETREG2 JMJD1C UEVLD ZNF681 KCNIP4 MIER1 APOBEC3H C17orf77 ZFHX3 PSMD12 CHMP5 SLC2A12 SEPTIN7 EFNB3 SPIRE1 RNF2 WDR31 ROCK2 DOCK7 LPP SCLT1 TRIM50 ZNF704 ATXN3 SHOC2 CD80 COG5 STK17B ACER3 MAP2 SLC23A2 SLC8A1 CD93 TM9SF2 TUT4 VAMP4 PCDH18 DESI2 COL21A1 UBE3A SESN3 PAK2 GEN1 B4GALT5 FILIP1L ZNF180 POFUT2 RCN2 PEDS1-UBE2V1 CCT2 CAMK1 IGSF11 CETN1 ATP6V1G1 ERMN SRSF3 CECR2 RNF39 RAC1 PIAS1 MRTFB FGF12 CCDC102B FAM120B DPEP2NB GBP3 NGLY1 PRRC2C SKIL B3GNT5 UBE2D2 CLCN5 CCDC169 POGLUT3 IGF1 PCDH15 LRP12 GRK6 ZC2HC1A UFL1 PDK1 KHSRP CTCF DTD2 GNAQ TLR3 ATP13A3 UBE2V1 PANK1 PLAG1 RAB27B GLIPR1 LDB2 ADAMTS17 STOM ZNF257 CAND1 CCBE1 LRAT DCAF4L2 POLR2K ATP2B2 ACSL4 ZNF131 PCNX1 SLC2A3 ZMYM2 CCL20 DPF3 CSRNP1 IL22 MPLKIP ZC3H12C MT1A RIMS2 WAPL TEDDM1 KDM1B TACC1 POF1B ARL15 RAB1A DCBLD2 LMOD1 PELI2 KPNA1 PCSK5 OTUD1 RANBP9 DLGAP1 PPP4R3B CAPZB ENTPD7 IDI2 LRRTM4 RASGEF1B PLEKHF2 JADE3 NAIP ELK4 SLC6A8 PLXNA4 GPR15 HNMT GNAI3 C9orf40 TM9SF3 ADAM7 UBR2 MSH2 NAPEPLD SENP2 XPO4 MAGI1 ABCA1 LATS1 TNFRSF19 INPP5E DCDC1 KCNE4 MAP4 SH3TC2 CCSER1 DSG1 LUC7L TRAF3IP1 MOAP1 MINAR1 DHX35 SMARCAD1 TGFA LINC02694 DNAJC21 HDLBP C10orf90 MIGA1 FAM172A OTUD7A LEPROTL1 TENM3 ABCC12 GABPA LIN9 LHFPL2 SEC23A MTARC1 GNB2 ZIC1 COG2 TINAG ADAM30 TMEM38B HNRNPU RTL8B MED12L ATP2B4 NEU3 UACA ELL2 RBM45 FAM98B SIRT1 CCDC6 ITGA9 MROH5 RTKN2 DCHS2 AP1G1 GDAP1 BRMS1L SERINC3 ZNF366 TLCD4 OSBPL3 LHX4 ERAP2 CYP17A1 NEUROD4 SRGAP2C RIOK3 NAA30 STAG2 HDDC2 BMPR2 ZNF519 INO80D NPY1R SEPTIN8 FOXF1 ATRX TMEM26 SHE PCDH10 PDK2 MMRN1 KCTD9 SMC5 TUBA1B KRAS PLPPR5 ADAMTS3 CSNK2A2 NUDT11 RAB33A PPP1CC SWSAP1 IMPACT PNISR SPATA4 NUFIP2 ZNF827 HSPE1 DSC2 EFCAB5 SBSPON CCAR2 KHDRBS3 MBOAT4 ADAMTS1 KBTBD8 KRT6C EXOC5 WDR26 MIR4422 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4422 TP73 AP4S1 ASIC2 PSMG4 RCHY1 DLG3 PTPRR CSRP3 CDC27 MYO1C TP63 CACNA1E IL6ST RBL1 WNK3 TNRC6C UBE2D3 RUFY2 TRAM1 MAPK8 CUL3 QKI ASAP2 MCTP1 SEPTIN10 ABLIM1 APAF1 RHOT1 SPP1 CNTN4 RCC2 ATF3 TMTC4 API5 SNX3 TFDP2 BBX SLC35F1 CACNB4 CTNND1 GLS DCUN1D1 CILP2 BOLL ETNK1 KAT2B FBXL3 SAMD9 PSD3 UBL3 SEMA6D ANKRD40 ZNF630 REST CLUAP1 ATE1 SYNE2 CLPX TCERG1 CTBS ARHGAP12 PAIP1 MEMO1 RBM12 FBXL4 RFPL2 ACTL6A CENPBD1 CCDC152 FRS2 KIF1A ZCCHC4 PDZD8 SLAIN1 IRF2BP2 APP C3orf33 CADM2 WDR20 SLK AKTIP TET3 SCN3A KBTBD3 CCDC121 ZBTB5 CNOT6 FAM160B1 CREB1 SLC4A7 PPP1R12A CLCN4 ZNF608 LUC7L3 GAS2 GABRA1 MFAP3L CFL2 HDAC9 CCSAP PPP1R2 GABPB1 PEX7 ADD3 TIAM2 CRABP2 ARHGAP5 IRF2BPL PARPBP SYT14 PDP1 SRSF6 PHF3 AFF2 TLE4 PITPNC1 UTP23 GRSF1 MYT1L ILF3 CSDE1 GPAM RFPL3 ARF6 BCL11A CELF2 ARMC8 RASSF8 MBD5 NCOA3 ALCAM ANXA4 PIP4K2A ZBTB44 RSPO2 NUP50 SMAD4 IGF2BP3 TAF12 ZBTB18 SPRED1 ATXN1 PDZK1 SGPP2 ZNF322 UQCRC2 RAB3C FBXO38 CDKN2D TOLLIP CCPG1 POU3F2 NEK7 KIAA1217 MTSS1 PRKCE SYT4 FGF9 NAA20 PRR32 PHACTR2 KCNB1 TFPI NFATC2 ATP1B1 PTPN3 GRAP2 ZFHX3 STRN3 TRAM2 CCDC186 ROCK2 FUBP1 PJA2 PREX2 ZNF704 ATXN3 NRBF2 HECW2 RBMXL2 KLHL2 PLEKHM3 KRAS SLIT2 SEH1L FBXO11 RUNDC3B PLD5 EXPH5 SNRPF ISCA1 OCLN TP53INP1 FAT3 RASA1 SNX13 SPEF2 B4GALT5 LYSMD3 ZNF678 KRT4 FXN PPM1B TDP2 FBXL5 GUCY1A2 ANLN SSPN SLC2A13 TRIP11 KLHL11 CBLB PPAT MTFR1 RMND5A STAG2 DPY19L4 UBE2W PGM2L1 ZDHHC1 NCAM2 ABCF2 DCP2 CEP41 HSPA4 AFAP1L1 DCDC2 PCDH15 WDHD1 PIK3R1 SLC6A1 LYPLA1 HOXD8 SLMAP CERT1 LRRC59 CHEK1 SSBP2 RAB27B HGH1 ZNF677 RNF149 LDB2 F3 TSPAN2 FAT4 RABGAP1L INTS2 SKA3 TRIM2 GPCPD1 EPHA5 SMAD2 SUN1 TAOK1 C5orf24 CSNK1G2 SLC12A5 PCNX1 OSER1 INHBB CNTN1 TMEM101 OSTF1 RCOR1 ZBTB10 SPOPL RALGPS2 KDM1B NFAT5 ARFGEF2 RBMXL3 QSER1 CDKN2AIP POF1B TFB1M DCBLD2 ATP2B1 FSTL5 CD200R1 KIF20A CAMTA1 UBN1 SLITRK4 FOXJ2 TARDBP MPZL2 MMS22L RAB11FIP2 KLHL20 MPPED2 WWTR1 MAPK1 FLII SAMD8 DYRK2 TBCEL SETD3 RASEF SETD7 RNF32 NECTIN3 SERINC1 ATP7A PDE12 CDH8 TM9SF3 RYK HDAC7 FYTTD1 UBR2 SPRYD7 ABHD17B CSMD3 CDK6 SHROOM3 CNTNAP3 LRIG3 NDST3 ABHD17C PCGF3 ACSL4 CACNA2D1 SUMF1 PACSIN2 SH3TC2 DSG1 ABCB11 DMD ELAVL1 ADCY3 UGCG SLIT3 BRD1 SMARCAD1 CDR2L ARPC1B DNAJC21 GPR158 ATP8A1 HDAC2 RAB39B APPL1 PCDH17 ZSWIM6 GCA TOR1AIP2 MARVELD1 PRKAR1A STRIP2 TMTC3 NTNG1 USP45 PRPF4B RBMS1 BACE1 SSBP3 RRAGD GPR180 SUGT1 RAVER2 BAHD1 SLC10A7 ST13 DYNLT3 RND3 RBPMS UBQLN1 TMEM170B ZBTB20 SOSTDC1 RBM48 ZDHHC21 CNTNAP2 PLXDC2 RUNX1T1 MOSMO SNX30 GPR82 THBS1 ROCK1 CHST1 BRWD3 ULK2 YBX3 TMEM178A AGAP1 RAPH1 SWT1 DICER1 MEGF10 ACTC1 ACTR2 PHLPP1 RSBN1 FRAS1 PHLDA1 VSTM2A SFRP1 AAK1 TAB2 LHFPL1 ITM2A BMPR2 NT5DC1 SREK1 AVPR1A CNTNAP3B RNASEH2B CMTM6 OPCML GTF2A1 SLC24A2 JAZF1 ZBTB41 CORO2A CPA3 GPBP1L1 OXR1 RLIM GPATCH2L CALML4 COL24A1 TMEM17 GSAP FIGN NUFIP2 ERAP1 ING3 MBNL2 HIPK1 SLC25A32 ZFYVE21 CACUL1 SMPD3 CLDN8 ZNF22 ZBTB11 LIN7C HNRNPR TET2 SMG1 ARHGAP26 DNAJC12 FGF7 COG3 PAG1 MIR300 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR300 NUDT4 AGFG1 BTBD1 AFF4 CHRAC1 RWDD3 ELOVL7 MNX1 KLF4 MARCHF6 ARAP2 NDC1 PARP3 ANK3 RBPJ NR3C1 KPNA3 DGKH PTPRE CACNA1C CGGBP1 DCUN1D4 B4GALT6 TMEM267 KALRN APAF1 CCNA2 MAGT1 VPS29 HNRNPLL ZNF532 PTBP3 FRMD4B VASH2 AKAP12 WIPI1 LMO3 TBC1D15 KCNH5 TP53 POU3F3 PSD3 JPH3 UBL3 LZTS2 SEMA6D HS6ST2 HEATR5B IPO7 MYH10 UBR1 KDM6A CRISPLD1 ITM2B HBP1 PAXBP1 FRS2 ARHGAP12 CNOT7 CNOT2 DVL2 NELFA OPA1 ARHGAP44 ZBTB14 CNR1 PUM2 GPR65 NOC3L DOP1A TMEM128 BDNF AP1S3 IKZF2 TET3 HMGXB4 AXL PTCH1 PDLIM5 CILK1 ZNF236 RIMKLB SYNGR3 CD300LG PPM1A OLFML2B SH3GL3 TES PPP1R2 ACBD5 POLR1B JAG2 FGFR2 MRS2 ORC4 RABGGTB KDSR CDH11 UCHL5 GNA11 CUL4B FAM107B OSBPL3 CDK19 RORA SORBS1 PHF2 DCLK3 APP CCDC66 BTF3L4 NCOA2 ARL17A DCUN1D5 ZFY KLHL15 USP25 LRRC8B CCDC126 TXNRD3 PDE5A USP1 PPP1R21 NR5A2 ANKS1B FNIP1 PMPCB MBD5 CEPT1 ARID4B CRY1 SEC22C RC3H1 GNA13 SGO1 PCSK2 GTF2A1 SPRED1 ACTR3 ITGA6 PPP1R15B SLC25A36 RAB3C EIF1AX PCDH8 KIAA1217 AADAC BEAN1 NLN MTSS1 GTF2I SPPL3 JADE2 GPR34 PHACTR2 PEX5L NHS FYN TCF3 ADGRG2 RTN1 CNOT6L DHX33 CDH20 CBX5 ZFHX3 CWC22 GRM8 ATG2B CRELD2 KIAA1958 SFRP2 ASXL1 CACNB2 UGT3A1 PSIP1 RICTOR ZFAND3 MAST4 NASP WNT5A EMP2 EPS8 OTUD6B BARD1 TRPM7 TUT4 ZNF558 ITCH ITGAV KIF1B IER2 PPP2R5E PLCB4 DCAF6 SEPHS1 RBM26 EPB41L1 LYSMD3 FAM222A NKTR GDAP2 COL4A1 PARP15 EIF4ENIF1 RAB2A PAFAH1B1 FOXJ3 REL SLC25A24 PPM1L CPSF6 KLF3 PRPF8 ZNF697 SEPTIN9 THAP12 PPP6C TP53BP1 ZNF521 EIF4G3 JPH1 SKIL CEP128 ATP6V1H MYCBP2 ZNF616 UBE2W SEC23IP MET TRIO GNAQ LEF1 EPC1 LRRC1 SLMAP ANKRD31 WDR37 ATF7IP TENT5A CAND1 VAPA POLR2K KMT2C C8orf34 RPS16 ANO4 TAOK1 KLHL35 FUS AMN1 SCAF8 SELENOK MARK1 IGFBP1 PPP3CA TLN2 PCDH19 PNISR SCN7A DCC SRSF1 WAPL RAPGEF5 GNB4 DENND4C POPDC3 CBLN4 OAS2 ARHGAP21 CLOCK LRP6 ACSL3 IQSEC2 NFKBIA DPP6 CAMTA1 UBN1 EIF4A2 XPO7 ATG10 FZD3 PPP4R3B MAP2K3 TMEM185A NBEA MATN2 YIPF5 TRIM63 MMS22L F3 PLA2R1 IREB2 HHIP RAB11FIP2 TMED7 SALL1 RAB10 ABI1 QKI EDIL3 SLC6A8 LRRC27 EGFL6 MALT1 PLPP3 LIN52 PAN3 BTBD7 RBPMS2 MED14 SYNCRIP NECTIN1 CHD2 FYTTD1 TMEM132B MAGI1 PIGX LATS1 ZBTB1 HOXA9 SNAPC1 ZBTB22 PNRC1 CREBZF UBAP2L PTP4A1 BRD1 TMEM161B AHR CEMIP2 CEP76 GPR158 ZFPM2 CARMIL3 DENND2B HES1 RNF144A BTAF1 CPNE4 LIN9 ARIH1 ARRDC3 RRAGD ID1 STRBP MAPK10 NLGN1 SLC4A5 YTHDC1 TMX1 FBXO43 USF3 MPEG1 GOLGA1 MPHOSPH9 ZNF841 B3GNT2 GRM3 HOOK3 GPC6 PPM1D PDAP1 KHDRBS1 VEZF1 ULK2 SELE PGLYRP4 SPOCK3 PARD6B FBXO34 P2RY13 YY1 WAC RAPH1 KIAA0408 FRG2C NFIA FAM9C IL20 PLG ATAD5 ORC2 BPNT2 FOXO1 SRSF12 KIF11 NUP160 TGS1 ARHGEF33 BMPR2 NPY1R PENK ZBTB39 TNS3 HIVEP2 NEXMIF GTF3C3 NFYB RHOT1 EFCAB14 VCPIP1 KRAS PHIP NHLH2 DOCK1 OXR1 XPO1 SWSAP1 CORO1C PRPF38B SGTB COL11A1 SIPA1L2 LANCL2 CREBRF SLAIN2 PDS5B PRR12 SOX9 MBNL2 NEUROG2 NPY ACVR2B NCKAP1 CLCF1 CADM1 GRHL3 AMMECR1 SCAI POU4F1 AUTS2 ZSWIM4 SEC24A HNRNPR ATRN USP34 PPP1R14C FAM117A AKAP9 LVRN LRRC4 RYBP ZFYVE21 USP12 ZNF800 FGF7 GPR37 TSPAN2 MIR4261 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4261 EVI2B SYBU ARNTL MAGEA2B ZNF148 PTPRM FZD6 ELAPOR2 LYN FCGR2B PIAS2 AGO3 KCNIP1 RGS5 IKZF1 FBXO22 LAIR1 COL4A6 ARAP2 VOPP1 MYLIP PROX2 HDAC9 MLEC CREB3L2 AKIRIN1 DZIP1 GRIA2 PEAK1 ZIK1 THRB CHD9 NCAM1 SRR FAM13A DCP1A PCDH11Y FXYD6 KAT2B CAMKK2 PRKG2 FBXL3 COPS7B ZBTB20 ANXA11 CRKL DMKN MTO1 MAGEA2 SYK LTBP2 MAGEA6 PLIN1 CRCP TOM1L2 OPHN1 IL17RD SNTN TBL1XR1 TCF7L2 NRP1 LZTFL1 PLCB4 FUT9 DUSP16 ZBBX FAM122B UTRN BRAP MGMT NFYC ZNF706 ZIC3 AAR2 HCN1 C9 CAST GOPC CEP170 SMYD1 TRDMT1 GPR1 PDE1C RIMKLB DDHD1 PRICKLE2 GABRA1 MTA3 MFAP3L RPP14 SEZ6 ARPIN PARPBP INTS7 AMD1 PRXL2A AGAP2 SERPIND1 AGO1 RNF4 FTH1 PDE4D RORA SCN2A MOB3B MAGEA12 CADPS2 ASTN2 ALDH1B1 SSX7 ARL4C GRID2 GNG4 NAV2 G3BP2 PPFIBP1 LARP4 PHYHIPL WASHC4 PMM2 ADGRD1 SUSD6 NFIB PCDH11X DLD CNRIP1 BCL11A A1CF FAF2 C2orf69 BRSK2 NPTN ARID4B FAM172A ZDHHC17 RABL2A EBAG9 MAGI2 SVEP1 SPRED1 SHISA9 CS APOBEC3B FMN1 CX3CR1 MAP1B SP3 TLE1 AFF3 GALC MX2 PLCXD3 TMEM59 CUL4A STX3 CHD6 DIPK2B CD164 NAA20 ZBTB18 RBMS3 MYSM1 CASD1 GFRA1 NAV3 MCC APBB2 NFATC2 LSAMP CNOT6L ZMYND11 VPS4B RAD51 ARL5A KANSL1 DLGAP1 KDM3B SESN1 TNFSF15 SLTM WDR31 HS2ST1 NAA15 TAF7 SYTL4 SALL4 ZNF704 SEC11A KCNK6 EMP2 ADARB1 MID2 C1S BARD1 STAU2 ANAPC1 PCDH18 OCLN SLC18A2 CCDC73 NOVA2 HMGA2 KMO RBM18 MROH2A SLF2 TIMELESS TIGD3 ARF1 PEDS1-UBE2V1 FBXL5 TRIM67 EML4 LACTB FGF13 RRP15 RAB2A USP37 PAFAH1B1 ATXN7 DOLPP1 PTAR1 NAV1 GMFB ZNF789 ZNF697 TCF20 TMX4 UBE2W TREML2 SH3GLB1 RNF8 MESD NEMP1 XPNPEP3 ERCC6L2 FZD5 ADNP2 PCSK1 VTCN1 RHOBTB1 SLC38A1 AGPAT5 CACYBP C18orf25 NSD2 ARF3 PGM3 PPP1R3B UBE2V1 MYO19 MBD2 DCAF7 NEGR1 TRANK1 ADAMTS5 GOSR1 PHF8 LIN7A TRIM42 NUP58 ILRUN SLC35E2A VGLL3 DKK2 FBXL20 GTF3C4 ATP6V0D2 DIAPH1 BUB3 MFAP1 KRTAP1-5 FAM120A PARP9 EIF1B NCK1 MAB21L1 SASH1 GRIA3 MYEF2 SUGP2 DPF3 INAFM2 PCDH19 ZC3H12C ADAR PTPRK LMO1 QSER1 CDKN2AIP CPQ DCBLD2 CLOCK MRPL43 ABCD2 PCYT1B GFM1 OTUD1 RANBP9 EMC4 CHP1 TANC2 BNC2 PPP2R1B LRRTM4 SLC30A5 CHRNB2 EDIL3 RBM22 SEMA3A NREP ADAM28 TMEM50B PLXNA4 WDR20 GPR15 FNBP1L PCDH7 XPR1 SRFBP1 TBC1D12 TWIST1 XPO4 BCL2L2-PABPN1 HIPK2 TBC1D32 HAND2 INSYN2A EDNRA GRIK2 APOOL TRAF3IP2 TATDN3 ZBTB34 SPCS1 IL26 HDLBP MLLT6 AHR MAGEA3 CALHM5 PNPLA4 CNGB1 SAMD12 MEX3C UHRF1BP1 RNPC3 TENM3 TMTC3 PPARA USP45 PFN2 PLEKHA8 WAC MAP3K14 NECAB1 MAP3K1 OTUD4 FMNL2 NEUROD1 ACKR3 CLASP2 HERC3 HTR4 LAMC1 MED13L SH3PXD2A RNF38 KSR2 CNIH1 SRSF4 ERLIN2 ONECUT2 CAP2 ZNF407 ANGPT1 ABRA FAM104A SERPINB5 MEF2C DPPA4 SHPRH SETD9 TBC1D2B TXNDC15 FBXO34 PGBD5 TLCD4 KDM5A NFIA SERP1 PHF13 ACAN CACNB4 CELSR3 SEC13 CWC15 FOXO1 CRACDL RIOK3 PLPPR5 SHQ1 FAM102B PFKFB2 AAK1 FGG ADCY6 STX18 TNKS INO80D PCLO MAGEH1 KLHL24 GOLPH3L PDCL AKAP10 VCPIP1 SOX13 PHIP ZC3H8 CD40LG CAPN7 RAB33A ALG6 ZNF160 PABPN1 PDGFRA SKA1 DGKI HSPE1 SCN2B HASPIN NHEJ1 POU4F1 ADSS2 TXNL1 USP15 NFATC3 MEIOC TET1 RASSF3 MIR101_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR101_3P CEBPA CASTOR2 SIX4 BTBD3 SELENOI DIP2B DAG1 UBN2 CDKL5 ZEB1 FZD6 SMARCA4 CAMTA1 ARNTL2 SLC20A2 THAP1 OTUD3 PIEZO1 ZNF749 ERBIN GNB1 CADM2 SLC39A10 RANBP9 MYO1E MTSS2 CACNA1D HIPK3 DIPK2A ARAP2 MTMR2 CAPS2 AEBP2 SSBP2 SCN8A RAP1B BCL2L11 ELOC MLEC ZNF557 NRCAM TFAP4 RFX4 RORA VLDLR ZNF746 TULP4 PIP5K1C CUL3 ANKRD11 BCL9 ANKRD44 KDM6B CTTNBP2 NID2 PURB ANKRD28 SYNCRIP BRPF1 DUSP1 CDYL ROBO2 JDP2 FUCA2 DMXL2 FBXW7 LRCH2 H2AZ2 SALL1 SGK1 CILK1 CSRP2 MORN4 BBX ZNF532 CYB561D2 TGFBR3 NFE2L2 ATP5MC2 MAPK1 ABCC5 ETNK1 CD86 ZNF367 CPEB3 TGFBR1 FLRT3 IL1R1 RBM25 CDH5 GCLC CPEB2 NDFIP1 PPP2R2A TRIM24 ERO1B DISC1 KPNB1 RASGRP3 PRKD3 FBXW11 ANXA10 CRISPLD1 UTS2B PPARGC1B EYA1 MARK1 ENY2 EPN2 C9orf72 MORC3 ADAMTS10 MTX3 ENPP2 SELENOT TAL1 PTPN9 ATP11B BICRA USP38 SINHCAF TBC1D12 AP3S1 TNPO1 ZNF385B RAB15 EZH2 KCNN3 APP DSTYK RALGPS2 STAMBP FAM114A1 CALCRL ZMYM2 FMNL3 ABHD17B STAG2 NACA ZBTB5 MBNL1 MYCN PTCH1 GFRA1 MAGI1 AGGF1 PBX3 CBLL1 KIF2A PPFIA4 MAP3K13 NDST3 DLG5 EED DEGS1 KIAA1586 PPM1A ANKRD17 SLC12A2 CBFA2T2 COTL1 OPN3 SGPP2 KCNB2 RNF38 GABPB1 C8orf44-SGK3 ABHD17C GLCCI1 PAPOLG KLHDC1 ITGA8 SMARCA1 TIAM2 SULT4A1 LGI2 ZFAND4 PNRC1 RAP2C PDE4D TOGARAM1 SUB1 FOS ASAP1 BEGAIN CAV3 SCN2A ZNF451 GJA1 ZBTB34 RNF111 JAKMIP2 RAB5A UNC79 SMARCA5 USP47 KIF3A UGGT1 UBE2A KCNA1 CXXC4 NOTCH1 TMEM201 TNRC18 MIGA1 TNRC6B RAB39B ZFP36L2 CCNT2 ZSWIM6 PRKAA1 MSI2 HTRA3 NEK4 PHACTR2 AGA POGK VSX1 GPR85 GSK3B PRPF4B NPNT MRTFB MPPE1 ZBTB21 MAGI2 SOCS2 AFAP1 ARHGAP18 ZBTB18 ARHGEF3 SPRED1 ATXN1 RAB1A CDK8 OTUD4 LRP2 ZIC1 AFDN MAP3K4 PCDH8 RFX3 E2F8 ASCC3 SLC1A1 NEUROD1 NEK7 REV3L IPO8 GLIPR1L1 FAM214A BEAN1 CTNND2 CHST12 PRKCE NRK MAP3K9 MGAT4A SMARCD1 SLC19A2 ADAMTSL3 MPHOSPH9 SPG11 ZDHHC21 CERS2 ATP1B1 TSHZ3 GRAMD4 RAB4A ATAD2B CACNB2 KDM3B STRN3 MTOR KDM7A ZC3H11A FEM1C ANKS1A ERO1A MEX3B SH3PXD2A RIMBP2 TMEM65 SACM1L NEMP2 RXRB NAA15 GAB1 SEMA3G TJP1 FAM222B PURG LRAT C8orf76 IQSEC1 CLDN11 ZFAND3 PCDH7 SV2C EVI5 AP1G1 LCORL CCNJ EMP2 UBE2D1 MITF SH2B3 MED13 PLXNA2 ATRX SGK3 LCOR FRYL ANKRD50 SEPTIN11 FKTN APLP2 COL10A1 ZFHX4 ATXN1L AGAP1 ATP2B2 FAT3 TAB3 DNMT3A DENND1B ZNF618 KCNJ6 POLR3K TFB2M KDM5A ARHGAP17 RASD2 NACC2 PTGS2 MOB4 ZNF24 POMP SLC30A7 MPP7 RCN2 FNDC3A FAM222A TBRG1 MED14OS MAK CCSER1 ZDHHC20 ADRB1 KLF2 GPATCH2 PAFAH1B1 FGA KLF3 IL13 SLC7A11 TGIF2 RAC1 NLK DDX3X STC1 CEP126 SLC25A3 PTBP3 PYGO1 GALNT1 INO80D ARID5B ING3 DIP2C KCNH7 SPIRE1 PITPNB CARNMT1 ARID1A HEY2 NSD1 SPATA2 RFPL4B UBE2D2 PI15 MFSD6 MAPK6 NUP42 UBR3 KIF5B NACA2 FAM122C PDE4A ASPN ZBTB41 FZD4 ADAMTS3 LRRC1 HVCN1 PALM2AKAP2 ZCCHC2 MEIS2 LAMB4 C1orf52 BICD2 KLF6 ZBED4 FBN2 DR1 DCAF7 IFFO2 STMP1 CREBRF ADAMTS17 SLAIN2 PDS5B SOCS5 SHISA6 TENT5A SOX9 MAML3 CEP350 MTCL1 ZNF827 POU4F2 NPTX1 CHAC2 PPTC7 SEL1L ZMAT3 EPHA5 N4BP2 EMP1 MSX1 PRICKLE1 AJAP1 CNTN3 COL12A1 ACVR2B NOVA1 GABRB2 RIN2 PSPC1 TRPC4 GID4 HIVEP3 PPFIA2 TET2 MRGBP PPFIA1 KBTBD8 WWTR1 PIKFYVE BDP1 ST7 SSH1 OBI1 HSPE1-MOB4 NR1D2 DCBLD2 CIR1 PURA AKT3 MIR381_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR381_3P NUDT4 AGFG1 BTBD1 AFF4 RWDD3 ELOVL7 MNX1 KLF4 ARAP2 NDC1 PARP3 ANK3 RBPJ NR3C1 KPNA3 DGKH PTPRE CACNA1C CGGBP1 DCUN1D4 B4GALT6 TMEM267 KALRN APAF1 CCNA2 MAGT1 VPS29 HNRNPLL ZNF532 PTBP3 FRMD4B VASH2 AKAP12 WIPI1 LMO3 TBC1D15 KCNH5 TP53 POU3F3 PSD3 JPH3 UBL3 LZTS2 SEMA6D HS6ST2 HEATR5B IPO7 MYH10 UBR1 KDM6A CRISPLD1 ITM2B HBP1 PAXBP1 FRS2 ARHGAP12 CNOT7 CNOT2 DVL2 NELFA OPA1 ARHGAP44 ZBTB14 CNR1 PUM2 GPR65 NOC3L DOP1A TMEM128 BDNF AP1S3 IKZF2 TET3 HMGXB4 AXL PTCH1 PDLIM5 CILK1 ZNF236 RIMKLB SYNGR3 CD300LG PPM1A OLFML2B SH3GL3 TES PPP1R2 ACBD5 POLR1B JAG2 FGFR2 MRS2 ORC4 RABGGTB KDSR CDH11 UCHL5 GNA11 CUL4B FAM107B OSBPL3 CDK19 RORA SORBS1 TMEM14C PHF2 DCLK3 APP CCDC66 BTF3L4 NCOA2 ARL17A DCUN1D5 ZFY KLHL15 USP25 LRRC8B CCDC126 TXNRD3 PDE5A USP1 PPP1R21 NR5A2 ANKS1B FNIP1 PMPCB MBD5 CEPT1 ARID4B CRY1 SEC22C RC3H1 GNA13 SGO1 PCSK2 GTF2A1 SPRED1 ACTR3 ITGA6 PPP1R15B SLC25A36 RAB3C EIF1AX PCDH8 KIAA1217 AADAC BEAN1 NLN MTSS1 GTF2I SPPL3 JADE2 GPR34 SYVN1 PHACTR2 PEX5L NHS FYN TCF3 ADGRG2 RTN1 CNOT6L DHX33 CDH20 CBX5 ZFHX3 CWC22 GRM8 ATG2B CRELD2 KIAA1958 RPRD1B SFRP2 ASXL1 CACNB2 UGT3A1 PSIP1 RICTOR ZFAND3 MAST4 NASP WNT5A EMP2 EPS8 OTUD6B BARD1 TRPM7 TUT4 ZNF558 ITCH ITGAV KIF1B IER2 PPP2R5E PLCB4 DCAF6 SEPHS1 RBM26 EPB41L1 LYSMD3 FAM222A NKTR GDAP2 COL4A1 PARP15 EIF4ENIF1 RAB2A PAFAH1B1 FOXJ3 REL PPM1L CPSF6 KLF3 PRPF8 ZNF697 SEPTIN9 THAP12 PPP6C TP53BP1 ZNF521 EIF4G3 JPH1 SKIL CEP128 ATP6V1H MYCBP2 ZNF616 UBE2W SEC23IP MET TRIO GNAQ LEF1 EPC1 LRRC1 SLMAP ANKRD31 WDR37 ATF7IP TENT5A CAND1 VAPA POLR2K KMT2C C8orf34 RPS16 ANO4 TAOK1 KLHL35 FUS AMN1 SCAF8 SELENOK MARK1 IGFBP1 PPP3CA TLN2 PCDH19 PNISR SCN7A DCC SRSF1 WAPL RAPGEF5 GNB4 DENND4C POPDC3 CBLN4 OAS2 ARHGAP21 CLOCK LRP6 ACSL3 IQSEC2 NFKBIA DPP6 CAMTA1 UBN1 EIF4A2 XPO7 ATG10 FZD3 PPP4R3B MAP2K3 TMEM185A NBEA MATN2 YIPF5 TRIM63 MMS22L F3 PLA2R1 IREB2 RAB11FIP2 TMED7 SALL1 RAB10 ABI1 QKI EDIL3 SLC6A8 LRRC27 EGFL6 MALT1 PLPP3 LIN52 PAN3 BTBD7 RBPMS2 MED14 SYNCRIP NECTIN1 CHD2 FYTTD1 TMEM132B MAGI1 PIGX LATS1 ZBTB1 HOXA9 SNAPC1 ZBTB22 PNRC1 CREBZF UBAP2L PTP4A1 BRD1 TMEM161B AHR CEMIP2 CEP76 GPR158 ZFPM2 CARMIL3 DENND2B HES1 RNF144A BTAF1 CPNE4 LIN9 ARIH1 ARRDC3 RRAGD ID1 STRBP MAPK10 NLGN1 SLC4A5 YTHDC1 TMX1 FBXO43 USF3 MPEG1 GOLGA1 MPHOSPH9 ZNF841 B3GNT2 GRM3 HOOK3 GPC6 PPM1D PDAP1 KHDRBS1 VEZF1 ULK2 SELE PGLYRP4 SPOCK3 PARD6B FBXO34 P2RY13 YY1 WAC RAPH1 KIAA0408 FRG2C NFIA FAM9C IL20 PLG ATAD5 ORC2 BPNT2 FOXO1 RRAS2 SRSF12 KIF11 NUP160 TGS1 ARHGEF33 BMPR2 NPY1R PENK ZBTB39 TNS3 HIVEP2 NEXMIF GTF3C3 NFYB RHOT1 EFCAB14 VCPIP1 KRAS PHIP NHLH2 DOCK1 OXR1 XPO1 SWSAP1 CORO1C PRPF38B SGTB COL11A1 SIPA1L2 LANCL2 CREBRF SLAIN2 PDS5B PRR12 SOX9 MBNL2 NEUROG2 NPY ACVR2B NCKAP1 CLCF1 CADM1 GRHL3 AMMECR1 SCAI POU4F1 AUTS2 ZSWIM4 SEC24A HNRNPR ATRN USP34 PPP1R14C FAM117A AKAP9 LVRN LRRC4 RYBP ZFYVE21 USP12 ZNF800 FGF7 GPR37 TSPAN2 MIR655_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR655_3P CALU AGFG1 IPO5 AFF4 CHN2 UBN2 FZD6 CAPRIN2 DMD FERMT2 GNE NRG1 SRSF7 RBM24 ZNF281 ANKRD13C DDX3X RPS6KB1 VEGFA ATP5MC2 UBE2E2 GNPAT CGGBP1 B4GALT6 DPH7 ACLY PACSIN3 LRCH2 SCOC ZMYND8 SPOCK3 KCNC2 UBA6 MTDH BOLL FLRT3 BCL2L11 FBXL3 CDH19 NCOA1 NAB1 CMTM4 FRG2 RGS4 SMAD5 TMX3 ARMC3 SRSF5 CNR1 SINHCAF ARPP19 TBL1XR1 TCF7L2 BICC1 NKRF EFR3A AHDC1 LNPK ATAD2 TVP23B FAM13C EBF1 SLC16A7 ZNF33A MEPE MAP4K4 UBE2E3 AP1S3 HCN1 IKZF2 DOCK9 TAF2 CILK1 KCNJ13 ZNF236 RBL2 GXYLT1 CAPZA1 PBX3 XRCC4 MTX3 CANX EIF2S2 MACF1 STXBP5 KALRN CHIC2 RORA ROR1 CDK11B LMBR1 ZC3H13 GPN3 RPRD1A RNF111 MOB3B SHPRH CBFB FAM168B TLE4 MDM4 BPTF CCT5 PRDX1 CCNYL1 UBE2K RTN1 IL17A CCNK IL7 SLC16A4 CCDC80 FSD1L TYW5 CYYR1 LARP4B C2orf69 APOBEC3A DACH1 CDK2AP1 CYP2C8 ARID4B SATB2 NSD2 CTDSPL2 MAGI2 HORMAD1 TMTC2 GTF2A1 FBXO45 CYFIP2 HTR2C PTTG1IP RPTN RABGAP1 APOBEC3B DARS1 TMOD3 UBXN8 CHSY3 CHIC1 LNX1 ADD3 SLC33A1 CASK PLCXD3 MAP4 RIC1 UBIAD1 CEP135 USP8 SYT4 BHLHE22 GPR85 FMO5 PNISR CNOT6L ZMYND11 SOCS2 VKORC1L1 USP43 HSPH1 MBNL2 ATL2 ZNF107 RNF217 SBNO1 CMTM8 WEE1 FNDC3B ACER3 FBXO30 MCTP1 C18orf32 SLC9C1 OCA2 PCDH18 TMEM263 OCLN ITGAV ATXN1L KDELR2 FNIP1 SESN3 SPECC1L HMGCR PRKD1 ZNF678 RAB29 NEDD4 RILPL2 CFAP20DC EPB41L2 FREM2 POU2F1 LRRC32 RAB2A SESTD1 SF3A1 RNF13 CDK11A SRF SNRPB2 CPSF6 KCTD21 CPNE8 KLF3 GMFB KPNA6 TMEM117 ADAMTS6 TRIM62 CCDC85A HIPK3 BAAT CHRNA9 FRMD4A EGR1 CDADC1 PARD6G SMC2 ZNF521 TEX261 ZNF77 PCDH7 DPH6 TRIM5 TOB2 DTD2 FCHSD2 ATP13A3 KCTD1 GAS1 TNPO1 FOXC1 CAPZA2 GDI2 CCDC140 BICD2 EXOC1 METTL6 ADAM10 GOLM2 MBNL3 FAM174A PTPDC1 CEP350 CEBPB MOB4 SCAMP1 ZNF503 TADA2B ING2 ACSL4 SCAF11 TAOK1 EIF1B DCTN6 PCYOX1 TAF1A PRPF4 ZNF492 FEZF1 SENP7 TRIM49C WLS TSPAN19 PCDH19 TRIM49 C8orf37 TAFA2 MBTD1 KIF20A LGALSL AEBP2 PPP4R3B CERT1 CLIC4 NUMBL FGD4 YIPF5 NIPBL UBE4B RAB10 ABCG2 CPEB3 SYDE2 SAMD8 ZNF527 MINDY2 TRIM24 CEP43 ZCCHC13 PLPP3 APC CSTA ZFAND5 MARCHF6 NECTIN3 NECTIN1 WDR72 GNAI3 IPMK HECTD2 BMS1 SLC22A4 PHF20L1 EAF2 NAP1L1 NF1 ADM FAM76B ZNF711 SNRNP40 SNAPC1 EP300 PNRC1 TBX18 CREBZF GTF2F2 PTP4A1 KANK1 C11orf58 ZCCHC24 KRTAP4-11 SYCP2L RAI1 EFNA5 PHTF2 KLF5 SASS6 SYNJ1 UHRF1BP1 IFNW1 HEG1 BTAF1 PATZ1 SYT16 SNX29 RGS7 ABHD13 NUCKS1 HLA-G APCS KCNJ3 C3orf80 KRTAP4-8 LMO4 TMEM252 EIF3A MAP2K4 GRM3 SUSD5 HOOK3 PRDM2 ATG14 C5orf63 ZNF572 GPC6 TOB1 C8orf76 TRAPPC10 KHDRBS2 GPR162 FMO2 KDR MITF NFIL3 FNBP4 C11orf87 DENND1B MYF5 WASF2 FRG2C ZEB1 RBM3 NTNG2 PRRX2 ATAD5 BPNT2 SIAH1 FRAS1 UBAP1 CDK19 WIPF1 STK38L KCTD4 NFIB INO80D ITGB1 MPRIP SSB KLHL24 TSPAN7 GTF2H1 TMEM209 STRN JMY FZD4 ADD1 RNF44 GATB GPBP1L1 CREBRF MAP4K2 POU4F2 GAS2L3 VWC2 ARID2 GOLIM4 CDK17 CLCF1 KLC1 SCAI ASCL1 LRP1B PHF21B SENP6 DSG3 PIGK DGKH VEGFC CCNG2 MIR374C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR374C_5P CALU AGFG1 IPO5 AFF4 CHN2 UBN2 FZD6 CAPRIN2 DMD FERMT2 GNE NRG1 SRSF7 RBM24 ZNF281 ANKRD13C DDX3X RPS6KB1 VEGFA ATP5MC2 UBE2E2 GNPAT CGGBP1 B4GALT6 DPH7 ACLY PACSIN3 LRCH2 SCOC ZMYND8 SPOCK3 KCNC2 UBA6 MTDH BOLL FLRT3 BCL2L11 FBXL3 CDH19 NCOA1 NAB1 CMTM4 FRG2 RGS4 SMAD5 TMX3 ARMC3 SRSF5 CNR1 SINHCAF ARPP19 TBL1XR1 TCF7L2 BICC1 NKRF EFR3A AHDC1 LNPK ATAD2 TVP23B FAM13C EBF1 SLC16A7 ZNF33A MEPE UBE2E3 AP1S3 HCN1 IKZF2 DOCK9 TAF2 CILK1 KCNJ13 ZNF236 RBL2 GXYLT1 CAPZA1 PBX3 XRCC4 MTX3 CANX EIF2S2 MACF1 STXBP5 KALRN CHIC2 RORA ROR1 CDK11B LMBR1 GPN3 RPRD1A RNF111 MOB3B SHPRH CBFB FAM168B TLE4 MDM4 BPTF CCT5 PRDX1 CCNYL1 UBE2K RTN1 IL17A CCNK IL7 SLC16A4 CCDC80 FSD1L TYW5 CYYR1 LARP4B C2orf69 APOBEC3A DACH1 CDK2AP1 CYP2C8 ARID4B SATB2 NSD2 CTDSPL2 MAGI2 HORMAD1 TMTC2 GTF2A1 FBXO45 CYFIP2 HTR2C RPTN RABGAP1 APOBEC3B DARS1 TMOD3 UBXN8 CHSY3 CHIC1 LNX1 ADD3 SLC33A1 CASK PLCXD3 MAP4 RIC1 UBIAD1 CEP135 USP8 SYT4 BHLHE22 GPR85 FMO5 PNISR CNOT6L ZMYND11 SOCS2 VKORC1L1 USP43 PDLIM5 HSPH1 MBNL2 ATL2 ZNF107 RNF217 SBNO1 CMTM8 WEE1 FNDC3B ACER3 FBXO30 MCTP1 C18orf32 SLC9C1 OCA2 PCDH18 TMEM263 OCLN ITGAV ATXN1L KDELR2 FNIP1 SESN3 SPECC1L HMGCR PRKD1 ZNF678 RAB29 NEDD4 RILPL2 CFAP20DC EPB41L2 FREM2 POU2F1 LRRC32 RAB2A SESTD1 SF3A1 RNF13 CDK11A SRF SNRPB2 CPSF6 KCTD21 CPNE8 KLF3 GMFB KPNA6 TMEM117 ADAMTS6 TRIM62 CCDC85A HIPK3 BAAT CHRNA9 FRMD4A EGR1 CDADC1 PARD6G SMC2 ZNF521 TEX261 ZNF77 PCDH7 DPH6 TRIM5 TOB2 DTD2 FCHSD2 ATP13A3 KCTD1 GAS1 TNPO1 FOXC1 CAPZA2 GDI2 CCDC140 BICD2 EXOC1 METTL6 ADAM10 GOLM2 MBNL3 FAM174A PTPDC1 CEP350 CEBPB MOB4 SCAMP1 ZNF503 TADA2B ING2 ACSL4 SCAF11 TAOK1 EIF1B PTTG1IP DCTN6 PCYOX1 TAF1A PRPF4 ZNF492 FEZF1 SENP7 TRIM49C WLS TSPAN19 PCDH19 TRIM49 C8orf37 TAFA2 MBTD1 KIF20A LGALSL AEBP2 PPP4R3B CERT1 CLIC4 NUMBL FGD4 YIPF5 NIPBL UBE4B RAB10 ABCG2 CPEB3 SYDE2 SAMD8 ZNF527 MINDY2 TRIM24 CEP43 ZCCHC13 PLPP3 APC CSTA ZFAND5 MARCHF6 NECTIN3 NECTIN1 WDR72 GNAI3 IPMK HECTD2 BMS1 SLC22A4 PHF20L1 EAF2 NAP1L1 NF1 ADM FAM76B ZNF711 SNRNP40 SNAPC1 EP300 PNRC1 TBX18 CREBZF GTF2F2 PTP4A1 KANK1 C11orf58 ZCCHC24 KRTAP4-11 SYCP2L RAI1 EFNA5 PHTF2 KLF5 SASS6 SYNJ1 UHRF1BP1 IFNW1 HEG1 BTAF1 PATZ1 SYT16 SNX29 RGS7 ABHD13 NUCKS1 HLA-G APCS KCNJ3 C3orf80 KRTAP4-8 LMO4 TMEM252 EIF3A MAP2K4 GRM3 SUSD5 HOOK3 PRDM2 ATG14 C5orf63 ZNF572 GPC6 TOB1 C8orf76 TRAPPC10 KHDRBS2 GPR162 FMO2 KDR MITF NFIL3 FNBP4 C11orf87 DENND1B MYF5 WASF2 FRG2C ZEB1 RBM3 NTNG2 PRRX2 ATAD5 BPNT2 SIAH1 FRAS1 UBAP1 CDK19 WIPF1 STK38L KCTD4 NFIB INO80D ITGB1 MPRIP SSB KLHL24 TSPAN7 GTF2H1 TMEM209 STRN JMY FZD4 ADD1 RNF44 GATB GPBP1L1 CREBRF MAP4K2 POU4F2 GAS2L3 VWC2 ARID2 GOLIM4 CDK17 CLCF1 KLC1 SCAI ASCL1 LRP1B PHF21B SENP6 DSG3 PIGK DGKH VEGFC CCNG2 MIR4307 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4307 CRH SLC25A21 NTRK2 HAND1 ATP11C TCEA1 CA2 MARCHF6 BTNL9 MEI4 EGLN1 MLF1 TMOD2 NRP2 TRAM1 SPATA13 CHL1 LRRC39 DGKH PHC3 ZNF518A ROBO1 GRIA2 TLR2 CGGBP1 SEPTIN10 TMEM267 KALRN NDUFA9 SIM1 SPP1 ENAH KLF12 MCM10 FUCA2 HNRNPR COX20 VPS29 HNRNPLL BBX CACNB4 CNOT7 UBA6 PTBP3 GEM CD83 MRO KCNH5 PRPS2 SAMD9 F2R EPHA3 MRPL19 AURKA SUV39H2 MYB RGCC PHTF2 TENM1 IPO7 CRISPLD1 WDFY1 RBBP9 CTBS GCNT2 SNTG1 ZNF292 AQP4 FUT9 KLHL14 SEPTIN2 EFR3A ARHGAP15 HDAC8 CADM2 LEMD3 FAM76A LIMS1 KCNAB1 PIK3R2 AGGF1 ALB KCNT2 RIMKLB LINGO2 ZNF418 PTGER4 ARMCX3 SETBP1 RNF170 LIN54 MTX3 ATRNL1 TDRP NOX4 CANX MASTL TMEM87B GPR18 CCR3 ALG13 STXBP5 ATP1B4 DST ARL13B OSBPL3 IAPP PDE4D CAAP1 UPRT ROR1 E2F5 C7orf57 RGPD1 SYT14 NRXN1 CSN2 GRID2 ZNF197 SELENOF DCTN4 DDHD2 GCM1 KLHL15 RAD51B PLEKHH2 EPHA5 RGL1 CALHM4 PRMT6 ASCC1 PPP1R21 EIF4E2 ZNF716 GIT2 SNCAIP KDM4C ELOVL5 GPALPP1 DCLK1 RNF6 NPTN CAV2 GABRA4 RPS6KA6 DDIT4L CTDSPL SSH1 ARHGEF3 DCAF10 GSN ERICH3 SHISA9 PRTG ASPH EFNA1 UQCRC2 PMS1 TRIM71 PLEKHG1 PCDH9 COL25A1 ZNF92 BCAT1 CRLS1 SRSF2 EIF5AL1 PET117 CIAO2A C1GALT1 MDN1 MPZL1 MKX BRK1 TMPO CEP162 NPFFR2 PHACTR2 GPR85 BEND6 MAGOHB TBX4 ZMYND11 NEDD1 JMJD1C ELAPOR1 SLC12A4 COL5A2 LGSN SLC2A12 VPS37A EPCAM CCND1 SACM1L MBNL2 YAF2 RICTOR KRTDAP RNF217 ASPM ENOPH1 ZNF30 ZFAND3 CD47 LUM CNST PHACTR1 BMPR1B RUNDC3B NAALADL2 VAMP4 TMEM117 CTNNA3 ZNF99 MAGEA9 ADGRL2 ZNF516 NOX1 PTP4A2 HNRNPUL2 SEC62 HOXA4 TEX2 FNDC3A DNMT3A ABCA5 ZDHHC20 GDAP2 SCG3 TMEM106B GNRHR IDS HSPA8 SIX6 SLC7A13 DEPDC1 TFAM PTPRK CPT1A NEMP1 G2E3 CLEC19A ARHGAP24 GNG2 C1QTNF3 PSD2 WWP2 AMTN PPHLN1 DCDC2 SETD9 EDAR FKTN ANTXR2 TRIO SLC17A6 TLR3 TOR1AIP2 ANKRD12 SNW1 CHORDC1 MORC1 NOP14 MSI2 CERT1 KRTAP19-3 GLIPR1 WNT11 PYROXD1 TMEM64 LIN7A HSPA12B CCBE1 LRAT WDR27 PNISR MPLKIP SPIN1 MEGF11 WAPL PRG4 CFAP300 NDFIP2 ARFGEF1 WASHC4 FXR1 KCND2 TAS2R13 POF1B CDS2 DCBLD2 RAB33B CLOCK LRP6 RBM12B NAA16 C22orf23 ABCD2 BCL2 C2orf78 MEGF9 ENPP1 STK32C HIPK3 EMC4 LPGAT1 SLC35A5 CCDC162P MOSPD2 KMT5B PDSS2 EIF3M UTY ZNF277 FLVCR2 SEMA3A LIN28B SAMD8 SPATA5 DYRK2 PLPP3 PARD3B SNRPD1 PTPRJ RYK DNAJB6 COBL B3GALT2 NUDT12 PPP4R4 AVL9 CYP20A1 PRR27 CGNL1 HACD3 ZNF451 GJA1 PABPC1 TMEM161B MANEA GPR158 NIPA1 DAPP1 USO1 PCDH17 STAM2 CFAP69 IL2 LHFPL6 SLURP1 ZNF333 ZNF100 DMRTA1 LRRC58 CLDN16 HECTD1 PBX1 PRDX3 G3BP2 OTUD4 TRPC1 ZEB2 LRRTM4 IPO8 ATP6AP2 RND3 UBQLN1 TMEM170B RFX7 C12orf29 LCORL ZDHHC21 NAPEPLD PLXDC2 METTL16 HOOK3 SPPL2A SVIL MYO1D TTC6 ERLIN2 ROCK1 GPD2 HERC2 ACAP2 KIAA1210 HMX2 EFCAB2 PROKR2 DICER1 MYF5 OLIG1 RIC8B IFIT2 TNRC6B SLC17A2 SLC6A19 POLI LSM6 CFAP44 PPM1K AGAP1 KCNQ3 PPP4R2 INO80D APOBEC4 FGF5 HIVEP2 NEXMIF CMTM6 CSNK1A1 PTPN4 FBXO22 ENPP4 OLA1 EML5 SLAIN2 PDS5B AGK CLIC2 SMIM15 CFAP97D1 ERGIC2 TEX55 SCAI POU4F1 COL15A1 DMRT3 ZMYM3 RAB38 ARRDC4 LIN7C SMLR1 CCDC141 TMEFF2 SFMBT1 MIR656_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR656_3P ZNF568 OCIAD1 CEBPA PTPRM CDKL5 DMD PRRC1 DLG3 PPP2R5A EYA4 TMEM41B NCALD TNFRSF11A CUL2 KLF4 FYN NDUFA5 TNFAIP3 STXBP4 ANAPC10 MLF1 RUFY2 BDNF TMEM178B SIK3 RGR DGKH PHC3 PTPRE C21orf91 PALLD RAB11FIP3 B4GALT6 KBTBD2 KALRN TEC COBLL1 DUSP1 CNTN4 ARL13B NAPB GABRA5 VPS29 API5 MOB1B ZDHHC15 ATXN2 KCNN3 CDC42EP4 KAT2B ZFAND5 KCNH5 DYNC2H1 ACSL6 SSH2 RGCC TENM1 KDM6A TNS1 ST6GALNAC3 CEACAM1 SNAP25 ELAVL4 PALM2AKAP2 ARMC3 PDE9A DLL4 INSC SMIM14 SINHCAF ARHGAP44 NR4A1 AKT1 FUT9 DELE1 CCDC88A SLC16A7 TIMP3 DHFR CADM2 RBM41 CYP26B1 BICDL1 MYOT YPEL2 LEMD3 FAM160B1 IREB2 PTCH1 DPY19L2 RIMKLB MUC17 OLFML2B GAPVD1 KL MRPL57 ARHGAP6 TSG101 ZNF211 PNISR SCN8A MYO1B HIGD1A SUPT20H SRCIN1 MICAL2 PREPL ALG13 STEAP2 FAM107B EGR3 RORA SGIP1 C7orf57 GOLGA8H RNF111 NRXN1 EEA1 GUCY1A2 BTF3L4 DDHD2 LARP4 BACH1 IL7 IL20RA ARFIP2 IRF6 DIPK2A SGPP1 SYN3 JUNB ELF1 RIPOR1 DNPEP CDH11 SVIP NT5C3A CYP51A1 FAM204A NPR3 FYB2 SOCS4 TDRD7 PTER AQR TBX5 ZBTB18 KRIT1 NOL3 SH3BGRL2 NPIPB11 AEBP2 KDM2A IGF2BP2 SP3 NEK7 PI15 FAM13B STK32A CAMK4 GRHL2 ARHGAP20 RAP1A LSAMP FBXO8 TBC1D19 DDX4 DISC1 MATN3 ZZZ3 ZNF681 RFC5 CAPRIN1 TAS2R20 TXLNB FRMD6 LPP NAA15 CACNB2 BACH2 RNF217 KRT5 LCORL F9 SLIT2 RAB30 OIP5 ABHD10 PLD5 OR2L13 ZNF175 HS3ST3A1 ZNF260 VAMP2 TMEM184B MOSPD1 CD44 FAM241A HYKK PTP4A2 SERPINB1 RC3H2 SEC62 SLMAP ADGRB3 KYNU ZNF275 NFAT5 EIF4E3 ABCA5 GIGYF2 TCP10L2 UBE2B CPEB4 SLC2A13 TMEM106B KLF2 RRP15 LRRC31 SEC63 DNAJC6 AL353753.1 IDS PTAR1 SBF2 CDC42SE2 IL1RAP RAB22A PKHD1 TRPM6 GNG2 PNPT1 SKIL PCDH7 CCDC169 C8orf34 USPL1 NCAPG2 PPP1R9B NEDD1 SLC2A4RG MIPOL1 NXT2 MPP6 MAT2B BRF2 PPP1CB GOLGA8N NHLRC2 HNF4G BICD2 TPR NEGR1 ZNF714 TMEM108 SMAD2 MERTK MSX1 TAOK1 CREB1 EDNRB ODF2L ARHGEF11 UVRAG ZFP36 SPIN1 ZC3H12C RAPGEF5 UGT2B28 ZFC3H1 CDKN2AIP WDR44 POF1B ITGB8 RASAL2 PRKG1 LMOD1 SATB2 MMD CADM4 EIF4A2 TMEM71 SLITRK4 FZD3 FAM117B SAR1B BAG3 CAVIN2 HHIP RAB11FIP2 UTY NEIL3 CPEB3 INPP5B SPATA5 PDPK1 ERO1B ZNF703 CCND2 WDR20 GFPT1 NPIPB5 GOLGA8Q ST8SIA1 CALCRL ARAP1 TMTC1 FRY GOLGA8T SFT2D1 RGMB CYP7B1 SH3RF1 LRRC34 TBX18 TMEM161B MANEA ZNF280C RAI1 RAB12 GMPR MKRN3 ZNF699 HOXA7 SASS6 ATXN7L1 SPIRE2 PMP22 NCKAP5 UBALD2 BTAF1 CEP44 TTC23L ABL2 C12orf75 NXF1 TRPA1 TEAD2 ANKRD18A NBL1 RFX7 MED12L CYP8B1 GOLGA8J SLC35G2 ZDHHC21 TTYH3 MOSMO HOOK3 FEM1C TMEM65 WDR43 GPC6 PIK3CB ARHGEF6 ONECUT2 EREG BMP3 FRYL NETO1 PARD6B FBXO34 DACT1 FGL2 DENND1B FAM199X MSR1 ZEB1 SMIM17 PTGS2 CAV2 KIF13A BPNT2 RRAS2 AAK1 SBDS ZNF85 PYGO1 GOLGA8M MBL2 FOXN3 TRIP13 STRN BEND2 CEP104 WIF1 SGTB ZC3H6 NUFIP2 CREBRF SPEN DOCK10 ZNF827 SACM1L ARID2 CDK12 SCX GRHL1 RARRES1 LRP1B SSH1 CXCL5 USP12 PURA MIR5680 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5680 KDM5D MBOAT2 BTBD1 ATM AFF4 FCHO2 CAMK2G NPM1 AGO3 SLC25A40 P4HB OSBP2 ZNF423 MBNL3 BTBD11 DNAJB4 THEMIS BCL10 CHL1 RPS6KB1 LARS1 PHC3 CGGBP1 DCUN1D4 PARP11 PITPNM2 NSL1 CCNA2 ABRAXAS1 GADD45B PEDS1 DUSP1 CYP2F1 KLF12 ZSWIM5 TRPS1 PTBP3 CDH19 GDNF GDAP1L1 PTGER3 SECISBP2L FRS2 ARHGAP12 DPP4 ITGB3BP RBM12 PAX3 OPHN1 TAFA1 ZNF431 TBL1XR1 DHX15 SLC6A15 CEP70 SEPTIN2 UNC50 IL33 CADM2 CYTH3 SUZ12 HOMER3 IKZF2 DOCK9 SMAD7 GPR63 YPEL2 GMCL1 FAM160B1 CREB1 RAP2B GXYLT1 CYP39A1 RHOQ PIEZO2 ZKSCAN1 TRIM33 DPYD MRE11 PGR RRM1 SCD KLHL8 DGKI MDM1 FAM126B LMNB2 OSBPL3 PRLR SLC16A12 ESR1 IAPP BANP TAGAP SS18L1 PHF2 RNF111 CHAMP1 GUCY1A2 EDEM3 RBM27 OLFM3 SPAG9 CBFB NCOA2 DISC1 EPB41L4A DCUN1D5 EXD2 G3BP2 CAMSAP2 MYT1L LARP4 SLC19A2 EPHA5 FBXO25 FRMD3 SUSD6 TENM1 PRKACB NETO1 EPM2AIP1 TYW5 SNCAIP ANKS1B FOXK2 FNIP1 TNFAIP8 NPR3 CREBBP PDGFRL SOCS4 FAM172A KLHL12 CYP26A1 ATXN1 MAX AMACR CHMP2B NT5E NCKAP1 PPP1R15B CYCS PAPOLA MYO16 EIF5A2 AFDN COL25A1 GLRA2 TMOD3 CHIC1 BCAT1 GPM6A PIGY AKAP7 OSBPL8 SNCA PALMD CUL4A REV3L CHD6 AP3M2 SLC26A7 VAV3 EPB41L5 GORAB MON2 APBB2 KCNJ15 PHEX COL5A2 SEPTIN7 HSPH1 TET2 LPP NAA15 PCSK6 GRAMD2B ZNF704 STK17B FBXO48 SLC23A2 C18orf32 CTCFL P4HA2 KCNG3 PIP4P2 VLDLR CD93 TAB2 SS18 CLCN3 KLHL36 UHMK1 NWD2 MOSPD1 DCAF6 TCF12 NADK SPEF2 SENP7 HECW1 BTG1 DENND4A ZNF460 SLC40A1 PPM1E PTPRN2 EOMES SLC25A53 EIF4E3 ZDHHC20 TTC9 SSPN POU2F1 CBLB RAB2A SESTD1 ATP8A1 CPSF6 RAB23 SAP30L AZIN1 PLXNA4 STK3 GMFB ZNF829 DNMBP IL1RAP AFF1 EIF4E WDFY3 FGF2 FGF12 CCDC102B FAT1 NQO1 JPH4 SLF1 DENND1B BEST4 SKIL CYP4X1 CLCN5 DDX46 MMP24 DPH6 GORASP2 TRIM5 GCC2 NADK2 RABIF ADIPOR2 ANTXR2 STIM2 TOR1AIP2 GABRB2 ZCCHC2 MPP6 MITD1 CERT1 TPR ADAM10 FANCE NRCAM TTF2 GALNT7 LRP3 PLEKHA5 VGLL3 LRAT SEL1L NLGN4Y EPHA6 SLC11A2 DYNC1I1 KMT2C TMEM135 PDHX TAOK1 KIAA1841 TEAD1 PCNX1 PHF6 KANSL1L CPB1 LRRTM2 KIAA1549 SENP6 CPEB2 DESI1 ZMIZ1 PANK1 RHOBTB3 STON2 RIMS2 UBE2V2 RAB9B GNB4 TMEM123 KCND2 TESK2 TRIB2 PHLPP2 NR1D2 ATP8B2 PRKG1 AKT3 KPNA1 WIPF1 MTUS2 FGB MEGF9 DDOST WDR76 LRRC42 CTTNBP2 SLC25A18 PAX9 BMPER ELMOD2 EDIL3 TBC1D8 SLITRK6 GRAMD1C EGFL6 PLCB2 CCDC89 SFXN1 SOGA3 DRAM2 ZMAT4 SH3BP5 GAPT APC RAP1A CNEP1R1 PRRX1 TCHP CALCRL SLC22A4 CDK6 MAP3K2 TMEM132B BEND4 CNTNAP3 TMEM214 ARHGAP42 SYNPO2 ACSL4 KLHDC1 AKAP5 EP300 RALBP1 SMIM7 DMD IL22RA2 LRRC34 NPAS3 KATNBL1 FGFBP3 HACD3 SPCS1 TRDN PYURF TMEM196 HOXA7 TMEM97 SERAC1 CBX5 TMTC3 RBMS3 GABPA RBM47 FUCA1 DST STRBP B3GALNT2 ZNF644 GNAO1 C12orf75 ALG10B MSL2 TLK1 TMEM255A MED12L GPATCH2L MAP2K4 PPP6R3 TCERG1L UBE2H HOOK3 RFXAP PTPRN FEM1C OCRL RTKN2 ONECUT2 ENAM ZNF441 RAP1GDS1 NSUN7 KDR SNX18 SPOCK3 SLC46A3 DIMT1 RAPH1 OMG RBM3 CACNB4 NSD2 ZMPSTE24 SLC25A15 BPNT2 TXNDC16 CENPC PHLDA1 WWC2 SBDS RHOJ CDC40 NFIB GALNT1 GRM4 ATRX SPIRE1 LNX2 SPATA2 AVPR1A NEXMIF MMAA ZNF284 KCNJ3 GOLPH3L SMC5 MAPRE2 STRN PTPRJ NLGN4X PHIP MTCH2 ZC3H8 TTC33 SMARCA2 OAF GRIK1 SLCO6A1 LIFR SLC35D2 MED1 CAMK1D GRHL3 NXPH2 APPBP2 HECW2 CLOCK TMEM167A IMPG2 PECAM1 DOCK3 LRRC4 PLXNC1 ANAPC7 ANKRD27 SYNJ2BP HMGA2 ISCU WDR26 MIR129_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR129_5P MDM4 CREB5 PAK3 AGO3 ZNF281 MBNL3 C1RL OXR1 WNK3 TNRC6C MED29 CTBP2 PGR RPS6KB1 DGKH TSHZ2 ETS1 YWHAB RPS6KA5 QKI CNTN4 RUNX1T1 TCF4 JADE1 SLC13A1 NRG2 HDAC9 SDAD1 CACNB4 CADM1 ICAM4 VASH2 LRRC4C CDCA2 ZNF570 MTF1 F2R PSD3 ZBTB20 UBASH3B RBMS1 MME TENM1 F13A1 U2SURP PAX6 ELAVL4 VPS26A FBXL4 PALM2AKAP2 DAB2IP THUMPD1 KLHL32 SLC25A25 SNTN HBS1L FOXP2 NR2C2 FUT9 CNN3 AHDC1 SUN2 EBF1 CBLB DSTYK ACVR1C CADM2 MEPE TSHZ1 COL1A1 ZNF426 PWWP3B PBX1 CDC42EP3 HCN1 IKZF2 FMR1 KLF7 LIMS1 FAM160B1 CBLIF REEP1 ETV1 NFIC PBX3 CTH DDHD1 ACTN1 JARID2 PIEZO2 LDB3 MFAP3L LIN54 SCN8A ZXDA ADD3 KIAA0232 PHAX STEAP2 WDR5B TMEM168 ARID1B IFT80 USP13 GRIA4 ARL10 GRM5 MBNL1 NRXN1 MAN1A2 BPTF ZBTB4 RBFOX1 KIF1B UNC80 TNRC6B ERAP1 TERF2 IVD DNAJB5 NFIB SSH2 CERS6 ELF1 CELF2 ANKS1B DSE POLR3E ATP2B3 MATR3 PLA2G12A POU2F2 NUP50 SMAD4 NOL4 SOX4 GTF2A1 CHRNA3 CHMP2B SHISA9 CIB2 CDH12 RASSF6 ACTN4 C2orf88 XKR4 FNDC5 BEAN1 SEC14L1 PKNOX1 RAB3B SEMA6A CAMK4 RBMS3 KCNB1 SNRNP27 NEBL TNFRSF9 USP6NL NEDD1 ZFHX3 KLF17 IL17RB ZNF385D LPP BACH2 SBNO1 LAMA4 ZNF704 NUS1 MAST4 PIGBOS1 WDR59 WNT5A MAP3K13 ARHGEF10L OTUD6B MEF2A GABBR2 FAT3 CKAP4 KLHL31 CAMK2N1 KANK4 ZNF678 PDS5A UQCRHL S1PR3 CLNK ITPR1 IGIP FST NEUROD2 GNRHR SESTD1 CASP6 SLC9A7 FAM155A SBF2 MAPRE1 STAT5B RUNX1 TCF20 CPT1A TYW1 DENND1B CACNG2 TAB1 PCDH7 FCHO2 IGF1 TASOR2 PIK3R1 ETV5 SGCD STIM2 SLC17A6 GNAQ KCTD1 MARVELD3 SMIM9 KLHL5 VGLL4 DCAF5 TNFSF11 UNC13D USP9X DLK1 PITPNB UNC5D IFFO2 ADAM10 PKHD1 ATF7IP ELK3 ETV6 TENT5A C14orf28 TENT4B MGLL C6orf47 C3orf38 ACSL4 TAOK1 MMP19 TRIM49C TAOK3 STOX2 ZMIZ1 TRIM49 NPEPPS MEGF11 ZBTB10 RIMS2 MRPL44 ZFP36L1 MED26 CLOCK LMNA VCP CAMTA1 HIPK1 PLAGL2 MATN2 CSMD2 YIPF5 XIRP2 NIPBL AUTS2 NR4A2 FTHL17 HIPK2 MINDY2 TIAL1 HOXC10 PPP1R12A APC CELF1 G3BP1 IKZF5 OSTM1 LRIG3 ALOX12B RGS17 APOOL GLCCI1 FKBP5 PIAS4 EP300 PRR11 CYP20A1 ZNF470 OTX1 BEND7 YIPF6 ARID4A LRRC2 PTP4A1 GTF2H5 MINAR1 IL27RA ZFP36L2 PCDH17 LEPROTL1 METTL2A RRAGD DUSP10 RNF165 GANC C11orf1 AMMECR1 ADCY2 AMOTL2 SGMS1 MED12L INHBC AS3MT CNTNAP2 SBK1 MED13L CD2AP GFRA2 TDRP KIF26A ZMAT2 GLUL VPS36 USP49 TYW1B TOX NRXN3 FRYL ZFHX2 FXR1 SATB1 DNMT3A PGRMC2 RYR2 SUGP2 GALNT1 INO80D PCLO UNC13A NEXMIF GK5 KLHL24 CBX4 ZNRF1 AKAP10 HS1BP3 VXN SOS2 PDE12 PHIP ZFP1 PHF21A BICD2 APCDD1 PDZRN4 CAMK1D SCAI LYRM7 TMEM245 ATRN RARRES1 OTUD7B HOXA5 ZMAT3 PIGK ARL17A HAPLN1 LARP1 MIR6124 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6124 MBOAT2 BAG5 ADAM22 AFF4 LTBP1 UBN2 FZD6 CIAO1 SLC39A10 STAM NEDD4L RSBN1L KLF11 WNK3 CRIM1 ANK3 PIP5K1A LRRC39 CLSTN2 AIPL1 ETS1 DHX57 LGI1 TSC22D1 SLCO2B1 RHOT1 WASF1 A1CF RANBP1 KLF12 ACTA2 MOB1B CASQ2 GLS PTBP3 CCDC47 LAMA3 DNAJC11 ZFAND5 IL1R1 MTF1 ESPNL COX10 PSD3 TMC7 ZBTB20 DSC3 MYH10 MKRN1 IST1 METTL8 HSPA12A DYNC2LI1 TAFA1 CNR1 STX16 ZNF398 IPO11 IFT81 TRERF1 POC5 SGPL1 SPINK2 MARF1 ACIN1 CAST ZNF507 MYLK SP1 ZNF608 ORMDL3 DLL1 ANKRD17 SMIM2 MFAP3L CFL2 SHC1 MTX3 TMEM158 IMPA1 ADAM12 PCOTH STAT1 GAS7 FOS EIF2A ERCC4 EDEM3 NEK11 TWNK TMED2 TENM1 BLOC1S2 KLF8 CDYL2 BCL11A GIT2 NSL1 IRF2 CDY1B API5 CDY1 DACH1 FKBP7 NFASC COL11A1 ARID4B KCTD18 CAV2 YPEL5 RC3H1 ETFA MAGI2 ARHGEF38 OAZ2 CLEC17A C1orf158 TAF12 EPC2 DUOX2 ATXN1 TRIM6 PRTG CDH12 POU2F2 DCN FOXP1 MAP1B CHIC1 RFX3 BCAT1 MYOCD DTNA EMX1 C3orf70 CLSTN1 ZDHHC9 IL2RA OSBPL9 SUMF1 RNF169 GLRB FOXN2 OVGP1 APOB GFRA1 APBB2 KCNJ15 YWHAQ CNOT6L BCCIP COPS2 KIF3C KDM3B TAL1 SPIRE1 CDK14 STXBP5 RPRD1B SCLT1 ANGEL1 ZNF704 ATXN3 CD80 CD209 PLEKHM3 SF1 CASP14 MAP2 RIPOR2 RAB30 KCNG3 KDM5B PIK3CA SEMA3E TUT4 TMEM248 PTCHD4 SS18 HNRNPK NAMPT HS3ST5 SPG21 PAK2 ZNF280D EPB41L1 SEC62 VPS36 HLCS PTPRN2 GRIN2A GAL3ST3 FREM2 ESRRG IRS1 POU2F1 SESTD1 CLINT1 SLC25A24 PPM1L RAB23 IDS PHRF1 TAF11 PLK2 SLC30A4 TMEM233 ELFN1 DDO BCLAF3 SLC6A14 DENND1B ZNF521 BEST3 ILDR2 GSTA1 CBX1 POGLUT3 IGF1 TFF2 KIF5B PLPPR4 CTCF COL19A1 CTLA4 XYLT1 NXT2 USP7 SLC4A8 GNB5 CREM KLF6 ZNF609 ADAMTS5 GLIPR1 BAIAP2 RNF128 LDB2 MAPRE3 ADAMTS17 ELK3 BRWD1 CEP350 RAB6B RABGAP1L TAF5 COX15 GTF3C4 C16orf46 KMT2C MFAP1 RASL11B ACSL4 TSPYL6 TEAD1 PARP9 MAFK AKAP6 RIN2 INHBB MTMR3 LRRTM2 ZMYM2 ATP11C TAOK3 FGD4 MGAT2 PCDH19 ZC3H12C ZEB2 RAPGEF5 ETV1 FANCM REEP3 LCOR TACC1 POF1B INTS6 HYOU1 NR1D2 DCBLD2 HNRNPA2B1 PELI2 MBTD1 KPNA1 MIB1 HAO1 HAMP SLC32A1 FAM120C RARB TANC2 PKP2 RORA KCNJ2 RASGEF1B DAG1 XIRP2 UBE4B TKTL2 SLC25A12 PAFAH1B2 HIGD1A MINDY2 RUFY2 SOGA3 TTPAL LIN7A ZMAT4 SERPINH1 ABHD2 NBN MORC3 XPR1 ZFP36L1 MAP3K2 TMEM132B XPO4 MAGI1 POLH ARHGAP42 TMTC1 INSYN2A CASZ1 BCL11B PAPOLG INPP5E PDE10A SFT2D1 SPINK5 SH3TC2 PRR27 FAM50A ELAVL1 ERRFI1 MINAR1 CALN1 FER SRL ARPC2 OR51E1 ARFIP1 SAMD12 SOX6 ZNF300 OTUD7A TXNDC17 ARIH1 ASH1L MAPK10 GMNC G3BP2 TRIM5 MARCKSL1 BAZ2A MAN1C1 ANGPTL7 KCNJ3 EIF3A MTHFD2 PAPSS1 ZNF365 HOOK3 OPA1 ELL2 ATG14 KSR2 SIRT1 CCDC6 UBE4A ONECUT2 ZNF407 HGSNAT BRWD3 ZNF561 C19orf54 PFKFB2 MEF2C UFD1 AGFG2 SETD9 CDK17 KIAA1210 ANKIB1 C11orf87 P2RY13 ZSCAN25 C9orf72 MEGF10 KIAA0408 SHANK2 CSGALNACT2 OSBPL3 MAPK1 ACBD6 CRACDL CENPC OR9Q1 NAA30 AAK1 C5orf46 CREB1 BRD8 PTBP2 BHLHE40 ITM2A CWC25 BMPR2 CXCL13 INO80D VAX1 PTPRB NSD1 GSTA2 FOXN3 RERE HECTD4 LRRTM3 B4GALT1 TREM1 TFAP2A PHTF1 DBN1 HUNK TUBA1B PDIA4 CSNK2A2 GPBP1L1 STT3B KLHDC10 TRPC5 SPATA4 CREBRF TMEM132C GRM6 MSRB3 ZMAT3 KAT6A PPP1R1A MBOAT4 KBTBD8 OTUD7B GRIN3A PECAM1 TNFSF10 TTLL5 ABLIM1 ZNF626 ENDOD1 PAG1 MIR7110_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7110_3P ESRRG AP4S1 CALU PRDM16 PAK3 MDM2 MC2R ZNF23 SNX20 EGFLAM MTURN ELOVL7 HMBOX1 TMCO1 MBNL3 NRN1 VOPP1 REP15 CELF4 SETX GLS2 ZBTB7A PFKFB3 TMEM178B PITPNM3 PROM1 ZNF557 PCM1 SAV1 GLCE SKA2 BBX TGFBR3 ANK1 CD86 ZNF367 KRT26 WIPI1 MYORG GRAMD1B DLST POU3F3 GPR176 GDAP1L1 GPATCH2L ZBTB20 PIK3R5 MTO1 METTL8 GPATCH11 RPS27L RANBP3L TNS1 ELAVL4 MPZ PAX3 TRAK1 ZNF431 PLA1A DGKE HBS1L TBL1XR1 AHDC1 KCNJ9 NEURL1B ZNF432 DDX19A SMTNL2 ZNF706 FMR1 IQSEC3 PAPPA IRX5 ZNF608 GXYLT1 EIF1AD RIMKLB PROSER2 OAS3 NELL1 DPYD PRDM10 GYPC F7 PLA2G7 SETBP1 FBXL16 CCDC77 ZNF211 RAD51B SLC30A9 DLG4 SHOX2 RREB1 RTTN HPCAL4 CC2D2B ZNF514 CUX1 RORA ELAVL3 CTTNBP2NL MBNL1 ENTPD1 EYA3 LUZP1 SHFL CLIP4 ZNF239 DCUN1D5 SEL1L3 MID1 FFAR4 FRMD3 ACTR3C DISC1 WDR77 PRMT6 GDF11 HRH1 BCL11A SLC9A3R2 FAM131B FAF2 ZFP1 TGFA POU2F2 CABP5 ST6GAL1 TBX5 RAB8A INMT GRID1 SEPTIN8 ATP6AP1L ACTN2 TREML4 ANKS4B PITX2 RDX CDV3 MAP1B POU3F2 JAKMIP3 OSBPL8 SLC33A1 LHFPL3 CASK CNOT9 ZDHHC9 CCDC103 PPARGC1B CPED1 LPL PHF21A PRKCE JADE2 CHMP7 FEN1 BHLHE22 OSBPL10 FIBIN NTM TVP23C LSAMP ASAH2B ZZZ3 PRDM11 OAS1 SOX5 LGSN SPATA18 CCND1 LPP CBS CLCC1 QSOX2 ZNF174 DCAF12L2 KCNK6 STK17B SLC22A1 ACER3 DLG2 KRBOX4 SMG7 PPP6R1 THSD7A UNC5B SLC41A2 OTUB2 JRKL CLCN3 ADTRP THAP6 HACD4 HS3ST5 AGPAT1 NFKBIE B4GALT5 C12orf50 LYSMD3 PLXNA1 PDS5A ACSM2A NUP205 PTPRN2 GOLGA7 FREM2 INO80 C22orf46 SNRK SMARCA4 EPB41L3 NEIL2 WSCD2 NAV1 PPP4R1 FRMPD4 MYEF2 CNTD1 HSPG2 MPPED2 HIF1AN ZNF543 ARHGAP19 USF2 LRP8 PDE7B THRA KCNK17 CPLX3 PEA15 CORO2A CELSR2 LTO1 CCDC93 PPP1R12B RAPGEF3 SLC4A8 ZNF609 ZNRF3 FEM1A ADAMTS17 CKAP2L KIAA1549L RWDD1 ISL2 DIAPH1 SHTN1 CBSL TMEM135 ADPRH SHOX RIN2 INHBB NBEAL1 ZDHHC22 PPP3CA DPF3 TLN2 NOS1 SCN7A ID4 IL5RA TNFRSF13B SOST ARL15 PLEKHA6 TMCC1 TRMT12 ENPP1 ATG10 MTMR4 CDC42BPA TTF1 CD300E CPLX2 PCNP WDR33 RAB11FIP2 KLHL29 STAT5A SEMA3A AICDA SPON1 KIF1C PLXNA4 WBP1L PARD3B ZNF280B APOLD1 CPD MAP3K2 LRIG3 TMEM52 DIRAS2 ZNF354A PCGF3 STARD7 KIAA1328 HDAC3 MSI2 STK17A AP3D1 USH2A LRRC2 CALN1 EPHA4 SOX2 EMX2 CHST15 CALHM5 PLCL1 NIPA1 TMEM196 C2orf49 BRINP2 MEPCE ZSWIM6 VPS18 CASP2 DIRAS1 TSPOAP1 ZNF880 UBE2R2 PLA2G2F RNF213 AMMECR1 TGFB2 ERCC1 COQ3 TMEM200B ZDHHC21 OCRL OSBP SLC5A12 PRDM2 NOTCH2 TLR2 DLX6 RIMBP2 SH3PXD2A FOXK1 SOCS6 LRRC10B CPXM2 KCNIP1 ZNF624 ZFHX2 SLC7A14 AGAP1 RAPH1 PDGFA FAM199X KCNA4 RFT1 SBNO1 FAM102B RIMS4 NAA30 SIGLEC15 SLC25A43 RBM20 OGA CEP126 INO80D PTPRB TRIM66 HEY2 SIPA1L3 GK5 OLIG3 CCL16 DUSP7 FCRL4 GPR179 LACC1 GPBP1L1 EGFR LENG8 PAGR1 KAZALD1 SLAIN2 BNC2 CFAP97D1 EMP1 CD3E PLA2G4E CACNG8 UPK3BL1 TMEM245 MRAP2 EPHA10 RAB38 QRSL1 CABP7 MYOG TPPP PPFIA1 KMT5B PURA TMEFF2 MIR548F_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548F_5P PRDM16 PCDHA2 MTTP ARPC3 OLFM3 ZNF217 CBX6 C11orf96 FZD6 ARMC1 PFDN4 CAMK2G PTPRR ARHGEF7 TENT2 CDC27 CCAR1 NEDD4L WNK3 MID1 MAPK8 ELOC DICER1 ROBO1 CGGBP1 ANKRD44 DCUN1D4 NKX3-1 TCF4 KDM2B TGFBR2 HNRNPR API5 KIAA0586 SIM2 GLS ZNF367 DDHD2 TGFBR1 PDCD10 MTF1 PSD3 MSL2 LSM12 SECISBP2L TENM1 RGS4 KCNJ4 FBXO9 CASP10 ELAVL4 PPP1R3D GLIS3 SUPT7L PPP2R5E ARPP19 ITM2C NR2C2 ATP11A PRPF39 IL33 C14orf132 SLC16A7 CYLD PWWP3B TGIF2 DOCK9 ABI1 ANKRD46 SCN3A HCFC2 CREB1 PLCB1 CNKSR2 CFL2 TRIM33 USP33 TDRP KLHL8 PCDHA12 STXBP5 SLC30A5 ECT2 ESR1 C1QTNF2 INSIG1 CDK19 MIP SORBS1 MDM4 PAK5 RASGRP4 RBM27 YTHDF3 CBFB SALL1 EPB41L4A NAV2 KLHL15 SLC4A7 LRRC8B PCCB CALHM4 SGPP1 ELOVL6 PRKAA1 ATP2A2 PCGF5 TMCC3 GIT2 TMEM255A C15orf56 SPATA6L INPP5J SERBP1 NPTN SYNM ST8SIA3 GABRA4 PCDHAC2 RC3H1 PROX1 CTDSPL2 SMU1 SMAD4 TPGS2 GTF2A1 PUM1 TSC1 EPC2 SPRED1 CHFR CHMP2B AEBP2 PPP1R15B LONRF1 SPART RGL1 KCNJ13 ZNF92 ACVR2A GPM6A JAKMIP1 RBAK SPTSSB MKX TMEM98 UVSSA FAR1 SORCS1 PCDHA10 ZBTB18 PHLDB2 GPR85 PEX5L RNF19A SDC2 CDC20B CCR2 TSHZ3 FBXO8 NEDD1 MATN3 MAMDC2 KDM7A RBM11 HOXA1 FAM43A CAMK2B NCOA4 SFRP2 POC1B-GALNT4 TMEM14B FNDC3B CD47 CACNA1C HECW2 KMT2E THSD7A ADAMTS15 SEH1L LONRF3 CLIP4 PIK3CA SDC1 BNIP2 TGM3 RARG ZC3H4 ZNF516 NADK ADGRA2 CNOT4 PLEKHA1 PDS5A PPM1B MSRB3 PCDHA5 SMCR8 TRIM67 RSPO3 SMURF2 GDAP2 C2orf42 ABCB10 SLC2A13 NEUROD2 YAP1 SGCB EIF4B KCTD8 SACS CPSF6 RAB23 IDS MAP2 CPS1 MAFG PRKAR2B KPNA6 ZNF708 HIPK3 SLC30A4 DDX39B KLF10 KCNE3 HSBP1 MAP2K3 NGLY1 CNTFR PCDHA9 FGD6 GALNT4 SF3B3 SLC38A1 GCC2 BPTF AGPAT5 PSAP TRIO IGFBP3 TNPO1 LYPLA1 GALNT2 XYLT1 L3MBTL3 GABRB2 SH3KBP1 PPP1R3B MAT2B ARL6IP1 MAPRE2 PIP5K1B TMEM250 UTS2 ALPI PCDHA8 RPL26L1 CAND1 TP63 MAP3K20 PALD1 RICTOR PRSS23 DOCK8-AS1 DIAPH1 SNIP1 ANO4 SENP1 EPS15 SCAF11 C15orf61 TAOK1 SRBD1 GID4 PCDHA3 CAMSAP1 LCOR TAOK3 MGAT2 CNTN1 NRXN1 RHOBTB3 RIMS2 SLC12A8 ZEB2 LRP8 RAB9B DENND4C WBP4 PCDHA6 RHAG CLOCK LRP6 PDE5A CTNNB1 ASB5 PCSK5 UCP3 MIER1 FOXJ2 FZD3 CERT1 BNC2 WDR45B PLAC8 SETDB2 MMP16 ORMDL3 NUP107 F3 FAM168B TENT4B DNAJC16 CDC42BPA USP4 PAX9 MAEA GNPNAT1 CPEB3 KRT24 MYBL1 SPON1 PLXNA4 GPC3 IVNS1ABP HOXC10 SELENOT PDZRN3 ATP11B PCDHA13 TMEM9B GNAI3 IPMK WDR44 USP19 EZH2 FSTL1 ABHD17B SENP2 NDFIP2 LRRFIP1 SPTLC2 TMTC1 GABRA5 UNC5C TNFRSF19 SAP30L HOXA9 FAM76B KBTBD11 SULT1E1 DSG1 ELAVL1 GUCD1 THOC3 IGF2BP2 ZC3H7A SOX6 USP25 LNPEP SLITRK5 CPNE4 SNX27 RBMS1 ATP6V1B2 NANP GSPT1 PCDHA11 CCNL1 KRTAP2-4 LRP2 ENTHD1 USF3 PCDHA7 PCDHAC1 SOX11 SHANK1 RFX7 ACADL MED12L SPTY2D1 ZC3HAV1L KCNJ3 AS3MT RUNX1T1 B3GNT2 MEF2A MED13L ATAD2B PCDHA1 ATG14 GPATCH2L ADNP PPP3R1 RAB21 SOCS6 TRAPPC10 EGR4 CABLES2 BRWD3 MMGT1 JCAD LINC02693 VPS35 MEF2C BMP3 GALNT16 BTBD7 DAPK1 S1PR1 MEGF10 LCLAT1 EIF2D CLIP1 PIK3R3 GRM7 UBA3 PRMT8 ZNF598 SRSF12 MAPKAPK2 AFTPH SYT11 ERF CSMD1 UHRF2 BMPR2 INO80D MPRIP CLINT1 CBR4 MBL2 RBMS2 FOXN3 CNTNAP3B ST3GAL2 DPY30 STRN SEMA4C ZBTB41 YES1 MEOX2 NLGN4Y GPBP1L1 KLF7 TRA2B STXBP6 ACSL6 TLCD4-RWDD3 ACYP2 FRZB CREBRF PCDHA4 SLC6A6 ELOVL5 MAN1A1 CACUL1 PPTC7 ZMAT3 MFHAS1 POU3F4 NHEJ1 CCAR2 AMMECR1 BBOX1 DPP10 FRA10AC1 TXNL1 MEAK7 ATRN NUP58 SEPTIN11 KBTBD8 FLNC VKORC1L1 FAM117A PIGK PGM3 DLG2 FAM217A DNA2 ABLIM1 MYL12A HMGA2 MIR548AJ_5P_MIR548G_5P_MIR548X_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AJ_5P_MIR548G_5P_MIR548X_5P PRDM16 PCDHA2 ARPC3 OLFM3 ZNF217 CBX6 MC2R C11orf96 FZD6 ARMC1 PFDN4 CAMK2G PTPRR ARHGEF7 TENT2 CDC27 CCAR1 NEDD4L WNK3 MID1 MAPK8 ELOC DICER1 ROBO1 CGGBP1 ANKRD44 DCUN1D4 NKX3-1 TCF4 KDM2B TGFBR2 API5 KIAA0586 SIM2 GLS ZNF367 DDHD2 TGFBR1 PDCD10 MTF1 PSD3 MSL2 LSM12 SECISBP2L TENM1 RGS4 KCNJ4 FBXO9 CASP10 ELAVL4 SMAD5 PPP1R3D GLIS3 SUPT7L PPP2R5E ARPP19 ITM2C ATP11A PRPF39 IL33 C14orf132 SLC16A7 CYLD PWWP3B TGIF2 DOCK9 ABI1 ANKRD46 SCN3A HCFC2 CREB1 PLCB1 CNKSR2 CFL2 TRIM33 USP33 TDRP KLHL8 PCDHA12 STXBP5 SLC30A5 ECT2 ESR1 C1QTNF2 INSIG1 CDK19 MIP SORBS1 MDM4 PAK5 RASGRP4 RBM27 YTHDF3 CBFB SALL1 EPB41L4A NAV2 KLHL15 SLC4A7 LRRC8B PCCB CALHM4 SGPP1 ELOVL6 PRKAA1 ATP2A2 PCGF5 TMCC3 GIT2 TMEM255A C15orf56 SPATA6L GAREM1 INPP5J SERBP1 NPTN SYNM ST8SIA3 GABRA4 PCDHAC2 RC3H1 PROX1 SMU1 SMAD4 TPGS2 GTF2A1 PUM1 TSC1 EPC2 SPRED1 CHFR CHMP2B AEBP2 PPP1R15B LONRF1 SPART KCNJ13 ZNF92 ACVR2A GPM6A JAKMIP1 RBAK CDCA7L SPTSSB MKX TMEM98 UVSSA FAR1 SORCS1 PCDHA10 ZBTB18 PHLDB2 GPR85 PEX5L RNF19A SDC2 CDC20B CCR2 TSHZ3 FBXO8 NEDD1 MATN3 MAMDC2 KDM7A RBM11 HOXA1 FAM43A CAMK2B NCOA4 SFRP2 POC1B-GALNT4 TMEM14B FNDC3B CD47 CACNA1C HECW2 KMT2E THSD7A ADAMTS15 SEH1L SOX6 LONRF3 CLIP4 PIK3CA BNIP2 STAU2 TGM3 RARG ZC3H4 NADK ADGRA2 KATNAL1 CNOT4 PLEKHA1 PDS5A PPM1B MSRB3 PCDHA5 SMCR8 TRIM67 RSPO3 SMURF2 GDAP2 C2orf42 ABCB10 SLC2A13 NEUROD2 YAP1 SGCB KCTD8 SACS CPSF6 RAB23 IDS MAP2 CPS1 MAFG TMEM68 PRKAR2B KPNA6 ZNF708 HIPK3 SLC30A4 DDX39B KLF10 KCNE3 HSBP1 MAP2K3 NGLY1 CNTFR PCDHA9 FGD6 GALNT4 SF3B3 SLC38A1 GCC2 BPTF AGPAT5 PSAP TRIO IGFBP3 PGM3 TNPO1 LYPLA1 XYLT1 L3MBTL3 GABRB2 SH3KBP1 PPP1R3B MAT2B ARL6IP1 MAPRE2 PIP5K1B TMEM250 UTS2 ALPI PCDHA8 RPL26L1 CAND1 TP63 MAP3K20 PALD1 RICTOR PRSS23 DOCK8-AS1 DIAPH1 SNIP1 ANO4 SENP1 EPS15 SCAF11 C15orf61 TAOK1 SRBD1 GID4 PCDHA3 CAMSAP1 LCOR TAOK3 MGAT2 CNTN1 NRXN1 RHOBTB3 SDC1 RIMS2 SLC12A8 ZEB2 LRP8 RAB9B DENND4C WBP4 PCDHA6 RHAG LRP6 PDE5A CTNNB1 ASB5 PCSK5 UCP3 MIER1 FOXJ2 FZD3 CERT1 BNC2 WDR45B PLAC8 SETDB2 MMP16 ORMDL3 NUP107 F3 FAM168B TENT4B DNAJC16 CDC42BPA USP4 PAX9 MAEA GNPNAT1 CPEB3 KRT24 MYBL1 SPON1 PLXNA4 GPC3 IVNS1ABP HOXC10 SELENOT ATP11B PCDHA13 TMEM9B GNAI3 IPMK WDR44 USP19 EZH2 FSTL1 ABHD17B SENP2 NDFIP2 LRRFIP1 SPTLC2 TMTC1 GABRA5 UNC5C TNFRSF19 SAP30L HOXA9 FAM76B KBTBD11 SULT1E1 DSG1 MTMR6 ELAVL1 GUCD1 THOC3 IGF2BP2 ZC3H7A USP25 LNPEP SLITRK5 CPNE4 SNX27 RBMS1 ATP6V1B2 NANP GSPT1 PCDHA11 CCNL1 KRTAP2-4 LRP2 ENTHD1 USF3 PCDHA7 PCDHAC1 SOX11 SHANK1 RFX7 ACADL MED12L SPTY2D1 ZC3HAV1L KCNJ3 AS3MT RUNX1T1 B3GNT2 MEF2A MED13L ATAD2B PCDHA1 ATG14 GPATCH2L ADNP PPP3R1 RAB21 SOCS6 TRAPPC10 EGR4 CABLES2 BRWD3 MMGT1 JCAD LINC02693 VPS35 MEF2C BMP3 GALNT16 BTBD7 S1PR1 MEGF10 LCLAT1 EIF2D CLIP1 PIK3R3 GRM7 UBA3 PRMT8 ZNF598 SRSF12 AFTPH SYT11 ERF CSMD1 UHRF2 BMPR2 INO80D MAP7 MPRIP CLINT1 CBR4 MBL2 RBMS2 FOXN3 CNTNAP3B ST3GAL2 DPY30 STRN SEMA4C ZBTB41 YES1 MEOX2 NLGN4Y GPBP1L1 KLF7 TRA2B STXBP6 ACSL6 TLCD4-RWDD3 ACYP2 FRZB CREBRF PCDHA4 SLC6A6 ELOVL5 MAN1A1 CACUL1 PPTC7 ZMAT3 MFHAS1 POU3F4 NHEJ1 CCAR2 BBOX1 PIGM DPP10 FRA10AC1 TXNL1 MEAK7 HNRNPR ATRN NUP58 SEPTIN11 CLOCK KBTBD8 FLNC VKORC1L1 FAM117A PIGK DLG2 FAM217A DNA2 ABLIM1 MYL12A SVOP HMGA2 MIR494_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR494_3P EVI2B FZD6 TGIF1 PDE4B MORF4L2 CAMK2D AGO3 SLC25A40 CREM TCEA1 TDP1 MYLIP NDUFA5 PRKACB UTY KLF11 HOXA10 RAB27A PGR HIVEP1 TNPO3 TSHZ2 PDLIM4 FGF14 CUL3 CGGBP1 A1CF ROBO2 CHD9 DSG2 ARPC5 API5 HDAC9 MYOF VASH2 UBE2L6 SLC25A47 F2R GPATCH2L NAB1 SUV39H2 RAP1B PGAP1 ZNRF2 TBL1Y RUBCNL SLC6A15 TMX3 PPP2R2B INSC ZBTB10 IL17RD CNR1 ELP1 RAD23B EML6 ELF2 IGF1R IL33 FAM169A PIK3R4 FAM114A1 CADPS MYO6 EMSY SEPTIN9 CNOT6 NUTF2 PLSCR4 POM121 CBLL1 SLC38A9 MSANTD2 HMGCS1 SCD5 PRSS27 SYNCRIP GABRA1 HEPHL1 MFAP3L DPYD ZFX MTX3 PTPN12 PRDM4 THRAP3 SET PLOD2 STXBP5 CLTA ECT2 ARHGAP5 RPRD1A ERCC4 RB1CC1 SLC1A2 SMARCA5 ZRANB3 TMC1 ENY2 CXXC4 TMED2 IQCJ-SCHIP1 EXD2 SLC4A7 UNC80 AGPS KRTAP9-3 NFIB ARF6 AMOTL1 LRRFIP2 CERS6 ATP8A2 ELF1 ANKS1B KDM4C MBD5 SPATA16 DCLK1 NPR3 GK CLPTM1L ABHD18 JAKMIP2 FKRP CNBP PRTG PROS1 ANKRD22 CS PITX2 APLN CAPS2 SOAT1 PCLO COMMD3-BMI1 AKAP7 GOSR2 PI15 TACC2 TSPAN13 CUL4A LCLAT1 UTP15 SPPL3 DNAJC5B FAM136A NPHS2 ZBTB8A HEPACAM2 NAV3 TFPI ARHGAP20 CNOT6L PTEN GNG10 PRR14 ZFHX3 TMEM154 ATAD1 JUND KIAA1958 UBP1 SLC44A5 POM121C SHOC2 KDM5B ATRX NAALADL2 PDIK1L ZFHX4 NAMPT ZNF207 GIN1 NADK PDS5A MTUS1 DLGAP1 SMURF2 ZDHHC20 GDAP2 EML4 ATP8A1 TTI1 DNAJC6 CLEC4C SMAD1 SLC30A4 BRIP1 ZNF543 SCN1A USP31 CYSTM1 OGN AKAP8 DCP1B UFL1 SHTN1 GCC2 NADK2 NOVA1 NNT GALNT2 PKIA PITPNB DCAF7 WDR37 ZNF568 STXBP6 PELI1 PHF8 VGLL3 LRAT AK5 TMEM135 SCAF11 TEAD1 C5orf24 GLI3 ATP2C1 ABCC5 TAOK3 PPFIA2 TSHR PUS7L PCDH19 SOCS5 ALG8 IL5RA BCAP29 RAPGEF5 GULP1 SLC22A17 LMO1 TACC1 POF1B DCBLD2 FSTL5 MB21D2 WIPF1 PCP4 FOXO3 MEGF9 PCSK1 KRTAP9-2 NBEA RORA LARP1B SRSF10 CH25H PRDM6 SEMA3A TOR1AIP1 GRAMD1C MINDY2 NAP1L2 PTPN14 PPP1R12A SRFBP1 RWDD4 G3BP1 CDKL2 HNMT PDE12 CAST IKZF5 GGNBP2 COBL SLC26A3 CDH6 CDK6 B3GALT2 PTPRQ INSYN2A BCORL1 KRTAP9-8 SAP18 CSRNP3 SEC11A MAP4 RBM4B GPNMB TBL1X DHX33 PRKAR1A EIF5 GPR158 FBXL20 TNRC18 ZC3H7A APPL1 USO1 REPS2 XRN1 TMTC3 ALK ABCC12 H2AB1 LRRC19 PLEKHA8 UGT2B17 RRAGD SZRD1 ARFGAP3 ZXDB KLRC4 RFX7 CLVS2 ZBTB20 PHOX2B TCERG1L CMPK2 FBXW11 GPC6 TLR8 BCL2L15 ROCK1 DNAJA2 SOCS6 GOLGA6L10 KIAA0930 LSM8 H2AB3 SCGB2B2 SLC46A3 ANKRD50 PRKAB2 AGAP1 SLC35F5 DENND1B BMP2K CWC15 NR2C1 ADCY7 HLA-DQA1 ZNF233 KMT2A RPS6KA3 DENND6A AAK1 SLC7A11 SHISA2 BMPR2 ARHGAP11A CFTR HIVEP2 TLR6 WDR1 PCDH10 ZKSCAN2 PDCL3 VCPIP1 ZBTB41 SNX4 NHLH2 TBC1D4 SLC39A6 KIAA1522 STT3B SERPINE1 PDS5B ELOVL3 WWC3 MACC1 KAT6A CNTN3 RDH10 NR4A3 SENP3 SH3RF3 DNAJC25-GNG10 SPSB4 USP15 MTMR9 ZSCAN23 H2AB2 CKS1B GADL1 CXCL5 TMEM19 MIR196A_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR196A_1_3P AFF4 PAK3 AFF2 GMDS DMRTC1B WTAP CD1E TMCO1 TCEA1 NDUFA5 MLF1 WNK3 HIVEP1 WASF3 PCDH20 ROBO1 UBE2E2 ZNF331 QKI PARP11 TMEM267 TTC26 CPA4 A1CF CNTN4 PLAUR KLF12 WNT7B TCF4 SAR1A CACNB4 SSB PCDH11Y XIAP NMD3 PPP6R2 MOB3C PSD3 PPP1R9A MSL2 ADAMTS9 SEPSECS TBC1D1 SLC12A6 PHTF2 DLG1 U2SURP PTGIS APPBP2 RGS7 SAMD4A RAD54B TBL1XR1 PSAPL1 AMOT BICC1 LZTFL1 AHDC1 HTATIP2 CYLD MEAF6 FAXC MLLT10 CNOT6 TRPC5OS PAPPA ETV1 ZNF236 TLCD5 TRA2A AR AK2 GABRA1 LIN9 PER3 USP33 ASTN1 TRAF3 IRAG1 GHR PLOD2 RREB1 RBBP4 KCNMB2 CUL4B IRF2BPL CAAP1 RORA DSCAM CAMKK2 HMGN2 RNF111 SMARCA1 GUCY1A2 EDEM3 IL6 NCOA2 CMIP TLE4 CXXC4 GNG4 PITPNC1 SNTB1 SH2B1 COL22A1 NAV2 HERC5 FGF13 PCDH11X TSN PRKAA1 AMOTL1 PCGF5 CCK GIT2 IRF2 NEDD9 DEPDC1B DGKG ELOVL5 DACH1 PBRM1 GABRA4 CRY1 BMF SLC4A4 ZDHHC17 PMP2 TNFSF10 EI24 OXGR1 CTDSPL TPGS2 SOX4 TMTC2 POGLUT1 TSC22D2 ATXN1 GOLGA6L6 TRIM6 CENPH PRTG DPYSL2 PRKAR2A TFRC POLR3G SLC39A8 FBXO38 PCDH9 CHSY3 RBM46 NEK7 RBM17 PI4K2B B4GAT1 RPRD2 FAM83A SEMA6A SYT4 TMEM33 RBMS3 PHACTR2 NHS LRRC25 HSD3B7 TSHZ3 PACRGL NRG1 TGFBR3 SETD5 FAM168A KDM7A MAGEA10 SLC6A11 TET2 DIS3 SLC44A5 SBNO1 WEE1 MAP3K19 ENOX2 CD47 ALDH6A1 TIPARP RUNX2 CDC42 SOX6 MID2 ZNHIT6 KHDRBS1 PDIK1L ELL UGT8 ITGAV UBE3A TLK1 SESN3 GDA ZNF678 FXN TMPRSS13 NFAT5 CLDN12 KDM4B ATF7IP GPATCH2L EPB41L2 PRR14L PDE3B HMMR EIF4B GDAP2 SLC5A3 ABCB7 SMAP1 MYEF2 CERS3 AASS RGS13 CPNE3 HIPK3 TMX4 MRTFB POLR1D NCAM2 VPS41 PARD6G RPRD1A PBX2 CDH4 SKIL PCDH7 MAP7D2 FAN1 GNPTAB RHOBTB1 ZC2HC1A SHTN1 HBEGF PIK3R1 SERPINE2 UBE2W SYT1 EVI5 MORC1 SLMAP HS3ST4 ZHX3 DCX ZNRF3 NXPE3 RNF149 CAND1 PHF8 WDR26 THBS2 MRPL2 ADIPOQ ERBB4 SLC11A2 ATP2B2 TENT4B TMEM135 SP4 SENP1 CA8 EIF1B ST6GAL2 AZI2 GRIA3 LEKR1 SSR1 ALOX15 SYT6 GAP43 RIOK2 RCOR1 DCC STAT3 TMEM123 ZKSCAN1 ARSB ARFGEF2 HNRNPA2B1 MTMR10 FSTL5 KIF20A NAA16 LGALSL RABL6 RCAN2 PEX3 CEP85L SPECC1 RNF11 NBEA TULP4 STX11 DYRK1A PPIG CD9 MICU3 JADE3 UTY RAB10 MPPED2 CPEB3 SYDE2 MYBL1 SPATA5 CCDC89 NIPAL4 CCND2 PELO SYCP1 ATP11B TMEM225 WDR44 TAFA4 TRMT5 CDK6 PCDHA2 ZBTB1 SYNPO2 COL16A1 CNTROB CSRNP3 CACNA2D1 ACBD3 HCFC1 SH3TC2 PPP4R4 SHROOM4 ZNF783 DCAF12L1 GOLPH3 UGCG FER DNAJB11 SMARCAD1 ZFPM2 ARSJ SPRING1 TBP ARRDC3 FBXO15 TMEM30A FSBP TMEM38B FBXO43 DYNLT3 TMEM179B SUPT16H CPNE4 XPO6 CCDC34 CNTNAP2 EPPK1 PRDM2 SNX30 ATG14 EGR4 KHDRBS2 HTR1B PLXNA2 CDK17 GDPD1 GLS RWDD2B SRSF8 JOSD1 VAMP3 ARHGEF6 AAK1 LPCAT4 ARL6IP6 CARNMT1 SPATA2 PCDH10 TDRD1 ARHGAP28 CEP41 B4GALT1 USP9Y NCKAP5L CYRIA DMRTC1 ZC3H6 ACYP2 ING3 USP32 SOX9 SRGAP2 ADSS2 LIN7C ARL6IP5 ASB7 GRPEL2 DGKB STK39 DSG3 RFK IL1A TET1 MIR32_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR32_5P SLC25A16 MBOAT2 IDH1 ITPRID2 PUS7 AFF3 TEX2 MMD FAM160A2 TENT4A ZNF280D CDKL5 ARMC1 TGIF1 SLC38A2 GLRA1 OTUD3 MACIR PCDH11X AGO3 FHL2 FNIP2 ITGA6 CADM2 SLC32A1 UCHL5 KLF4 RANBP9 COL1A2 MARCHF6 HIPK3 RNF11 MYLIP ASPH CHCHD10 PDZD2 SYN2 SSBP2 ADAM19 SCN8A DDX3X MAPK8 HIVEP1 BCL2L11 PTPRO MAP1B PGBD2 C21orf91 PALLD FBXO28 RORA PEAK1 ATXN3 TULP4 NCKAP5 ZNF595 ANKRD44 EDEM3 PLEKHB2 CTTNBP2 TMEM267 ANKRD28 USP28 PITPNM2 BCAT2 PCMTD1 ROBO2 MIA3 NIPBL MEF2D ZNF287 FMN2 APBB2 FBXW7 COX20 GATA6 NOX4 ELK4 PNISR PAX9 GNPDA2 C6orf62 KLHL29 TBC1D8 PCDH11Y RNF4 MAST4 BSDC1 PTPRD ZNF804A C19orf12 CPEB3 SEMA3A NEFL NKX2-4 PER2 KAT2B AADACL3 DOCK5 MTF1 CPEB2 SFXN1 NPC1 SH3D19 UBASH3B ADGRF2 REST FKBP1A PAXBP1 PCOLCE2 PPP1R12A BCL11B VWA5B2 RPL15 G3BP2 MYO1B RAB14 MORC3 NF2 TAFA1 RBPMS2 CDCA7L SELENOT ESRP1 ITGAV CNEP1R1 TBC1D12 ZNF24 TBL1XR1 ATP7A PDZD8 CUX1 TNPO1 GATA2 KLHL14 ZNF230 EFR3A ITPR1 ZFAND1 DSTYK UBE2Z ST6GAL2 TSC1 TMEM229A TWIST1 MED19 FMR1 DOCK9 PIK3R3 CSMD3 SERTAD3 FAM160B1 RFX1 ELOA GRIA1 MFF B3GALT2 HAND2 SYNJ1 FRY KLF8 PTGER4 RGS17 WWP2 RNF38 C8orf44-SGK3 PCGF3 C20orf194 MAGEC2 ITGA8 MYO5A DNAJB12 STX17 PIK3AP1 SNAPC1 DCAF6 PIAS4 PIP5K1C FAM126B MPP1 AIDA IRS2 PHF3 CACNA1I TEF TRIM36 ARID1B DUS2 PPCS ADCY3 ZNF532 PAPOLA MOAP1 TAGAP NEDD4L PCYT1B CALN1 MINAR1 OSBPL5 LUZP1 CDK16 PAX3 RBM27 ARPC2 SLC12A5 SETD5 NOTCH1 CD69 GPR158 KLHL15 UGP2 PHTF2 RGL1 APPL1 SGPP1 TPCN1 PPP1R37 SLC39A8 EDEM1 BCL11A GIT2 CELF2 RNF141 FNIP1 MAP7D3 USP45 SNAP91 CIC LRCH1 LHFPL2 ARRDC3 FOSL2 GOLGA8A TMF1 DUSP10 ATP6V1B2 C5orf24 ITGA5 CBFA2T3 SOX4 DUSP5 GTF2A1 PPP1R12C GPR180 XYLT2 EPC2 ATXN1 OTUD4 DNAJB9 DENND4B ZEB2 SLC10A7 SLC25A36 RAB3C LYST ARHGAP24 ABHD13 RAD21 SERTAD2 NRG1 RAB23 MYH9 LMBR1L ADAMTSL1 TACC2 CCDC186 HCN2 RIC1 TMEM255A NIPAL1 FOXN2 PRSS12 SLC24A3 REXO1 SOX11 SNN NSMF CASD1 GOLGA7 IQGAP2 ADAMTSL3 GOLGA1 SOSTDC1 SLC4A8 MAP2K4 GOLGA4 PTEN VPS4B ADAM10 CD2AP LIN54 GRAMD2B KIAA1109 STRN3 ELOVL4 ATG14 SH3PXD2A EOMES RGS3 NFYC MCOLN2 SPRYD4 GPC6 CNIH1 TET2 TOB1 PIK3CB ZNF385D SEC31B CLDN11 NEFM SOCS6 PCDH7 EVI5 NSMAF MMP10 LONRF3 SLX4 BAHCC1 EPG5 PIK3CA STYX PITPNA ATRX SGK3 P3H3 ANKIB1 SERINC5 FNBP4 FXR1 BAZ2B NPNT USP36 ZFHX4 JOSD1 YIPF4 SNX13 PKDCC HS3ST5 RAB8B SESN3 MAN2A1 SRPRA NEFH ACTC1 MSR1 CCNJL DTX2 ARHGEF17 PLEKHA1 ARF1 LATS2 DUSP6 GRM7 RPS6KA4 C11orf24 RSBN1 SLC9A7 DYRK2 TTC9 ADRB1 GFPT2 SBNO1 HERPUD2 KLHL11 KLF2 SCUBE3 DSC2 PTAR1 CPNE8 SLC7A11 CLCN5 PRKAR2B KMT5B BMPR2 UBE2W IL36B FAM20C CPEB4 INSIG1 XPNPEP3 BSN TECPR2 DENND1B ZNF521 FAM81A FOXN3 MCL1 RBM47 FCHO2 BTG2 NFYB ZC2HC1A MIER1 PDE10A MYCBP2 NSF TOB2 JMY TRIO ASPN GNAQ SLC17A6 PTPRJ ANP32E RNF44 COL19A1 CCNC LRRC1 GPBP1L1 PSMD14 PTPRK SPTBN4 LIMCH1 FAM135A RNF180 KLHDC10 CHRM5 PLEKHG3 COL27A1 MARCHF4 NUFIP2 RHPN2 CCDC113 DAAM1 HIPK1 MAP3K20 SLC25A32 ZFYVE21 DDX3Y MFHAS1 UBXN4 TWF1 PAPSS2 ERGIC2 SLC9A1 GLCE FZD10 SCAF11 TEAD1 NR4A3 IBTK GOLGA3 HNF1B ZNF827 GLYR1 GID4 FBN1 PLXDC2 ACOX1 GRHL1 DPP10 GPR137C ZDHHC5 ARRDC4 KBTBD8 TCF21 DMXL1 PIKFYVE RIMS2 MTMR9 ZNF721 NCAPH2 WASL FAM24A COL5A1 TPPP ALKAL2 MTFMT CXCL5 NKX2-3 ZFC3H1 CBLN4 COG3 PHLPP2 ANO8 MIR33A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR33A_3P BCL6 ZNF148 SLC18B1 UBN2 HAND1 FCHO2 LYN RNF34 GAB1 ZNF749 PRRG1 HUS1 DIXDC1 ARAP2 NRP2 UBE2D3 MRGPRF LCA5 HDAC9 NR3C1 HAPLN3 C1QTNF1 GRIA2 ZSCAN32 MED21 CNTN4 KLF12 LRCH2 HNRNPR CLEC12A CACNB4 DCUN1D1 ZNF367 IP6K2 ITGB1BP1 ZFAND5 BCOR PHTF2 TENM1 RMI1 ATE1 CRISPLD1 PAXBP1 ST6GALNAC3 FRS2 THOC1 COL9A1 CNOT7 GIPC2 BLM DLL4 PDIA6 GUCD1 ZNF292 USP38 AQP4 DHX15 CPEB2 CCDC88A KCNMA1 SLC16A7 CADM2 SPAG1 AGMAT FMR1 GOPC CEP170 GPM6B LEMD3 CENPK LIMS1 CREB1 AFAP1L2 ETV1 AGGF1 PRSS50 CFL2 ISL1 VAMP7 SETBP1 TNFRSF21 RNF170 LIN54 GLIS1 MARCHF1 ZNF254 CANX MYO1B RIF1 RTTN FAM126B ULK4 MTF2 PCGF6 ARHGAP5 CP TOGARAM1 RORA ROR1 PARP8 PCDHA9 NCEH1 C7orf57 USP19 CFLAR SLC25A16 PFKP GUCY1A2 AFF2 SPAG9 ZNF146 C6orf223 CUL5 KCNQ5 LARP4 UNC80 PHYHIPL WASHC4 EPHA5 TNRC6B CTTN GIT2 EPM2AIP1 HEXIM1 ELF1 TMEM220 API5 DCLK1 CAV2 GABRA4 SLC4A4 TMF1 EBAG9 ARHGEF38 INTS6 NFATC3 ZNF607 PCSK2 SNX10 SMC6 SLC1A3 RASSF6 PRKCH ZNF92 HSPA13 RFX3 ZFP69 RBM46 RNF6 LMO7 RPP30 AP3S1 MAP1LC3B REV3L FOXN2 ZNF580 PHACTR2 SLC26A7 GPR85 NEBL MRC1 NIT1 TSHZ3 RBCK1 ZMYND11 ZZZ3 JMJD1C LGSN ELOVL4 SLC2A12 GRB10 SLC2A11 EPCAM SFRP2 LPP PSIP1 YAF2 ZNF420 MS4A1 ZNF704 ATXN3 NUS1 LUM KRAS LRRC3B PCLAF FBXO30 THSD7A ANXA5 RUNDC3B CD1C ZNF558 CLK4 HRH4 CCSER2 CLEC5A YIPF4 PPP3CA GPD1L C5orf63 NOD2 TTC37 ZNF678 HOXA4 HLCS CLDN12 LGALS8 UBE2N CCDC71L PARP15 RRP15 SEC63 ATP8A1 PTAR1 TOP2B KLF3 RESF1 CDC42SE2 AFF1 DPY19L4 HOOK1 DEPDC1 DIP2C TEX101 IFI16 CPT1A FAT1 TNFAIP6 SRI CD48 CDK15 PEA15 PAH SLC38A1 EHMT1 STIM2 HYDIN SH2D6 CPLANE1 PPHLN1 NPAS3 UBE2J1 FABP5 MAML3 PELI1 WDR26 TRIM2 MAMLD1 C3AR1 SLBP SH2D1B N4BP2 SMIM21 DNTTIP2 TMEM237 UBQLN2 YTHDC1 SASH1 LSM14A NBPF15 MFSD14A LARP7 FGD4 TFAP2A OSTF1 SPIN1 SRSF1 WAPL HAL GULP1 RPL14 RALGPS2 REEP3 ARFGEF1 GLDN KCND2 RASAL2 TMTC2 CLOCK KPNA1 MMD MIB1 BCL2 EFCAB11 LIMA1 LRRC42 MCCC2 NDN KMT5B ZNF277 DPF2 PLPBP PAK5 CCDC89 CCND2 PLPP3 METTL3 ZMAT4 ZNF781 NECTIN3 COL4A3 CPD IPMK TM9SF3 TMEM184C EVA1A NAPEPLD TMEM132B CACNA2D1 AKAP5 PASD1 PDE10A PRF1 FIGN MET SUB1 TBX18 ELAVL1 HACD3 AKAP9 GJA1 PABPC1 DNAJC21 ZNF280C ZNF43 NIPA1 PLA2G4A HPF1 TMEM196 PCDH17 MEX3C VSX1 NAE1 DMRTA1 SPRING1 GJB2 HECTD1 PRDX3 CCNL1 SLC5A1 SZRD1 ALG10B ANGPTL3 RARB ZNF680 HNRNPU ALDH1L2 UBQLN1 USP15 RFX7 ACADL MPEG1 EIF3A ERH CD2AP HOOK3 ELL2 CMPK2 PPM1D GNA13 NFKBIZ TEFM SEPTIN6 RTKN2 SDK1 CD8A BRWD3 ASCL4 CITED2 ANKIB1 EFCAB2 S1PR1 HSPA2 LOX MAN2A1 FRG2C TMEM50A VWA5A CLDND1 FLG2 SLC17A2 NECAP1 TBRG1 FBXO36 KIF26B CENPC CCDC112 SLC7A11 DLAT AGAP1 HTR1E ENKD1 SHE HEY2 BSN STRIP2 DPP8 SMIM14 WDR82 CYP24A1 STRN CSNK1A1 ABCA10 CYRIA NAA25 ALG6 KMT2E SAMD8 TMEM101 WIF1 NUFIP2 CREBRF FAM91A1 DENND5A NUGGC CUBN SMIM13 C5orf15 CAMK1D NXPH2 SCAI SF3B1 RAB38 IGF1 KBTBD8 CXCL5 ZNF800 NEK9 PURA UQCC1 SFMBT1 TMA16 MIR6838_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6838_5P CBX6 UBN2 SLC20A2 PTPRR MNT FERMT2 PIAS2 ZNF622 HMGA1 CDC27 TARBP2 CACNA1E NRN1 DMPK EGLN1 GLS2 HOXA10 WNK3 DNAJB4 TRAM1 DDX3X TMEM178B VEGFA ARHGDIA STK33 HTR2A AMER1 SAV1 QKI PHF19 GPN1 ENAH FBXW7 STRADB SCOC DCP1A ZDHHC15 SEMA5B ATXN2 ETNK1 ZNF367 SLC11A2 NRBP1 HSPA4L SIK1B CFAP45 VPS33B TRABD2B TMC7 SEMA6D PDK4 N4BP1 IPO7 CDC37L1 KIF23 ZNRF2 RBBP6 ARHGAP12 RBM12 PTPRD CMC4 TMEM183A FAM91A1 TBPL1 RAD23B WWC1 TBL1XR1 IKBKB CYB561A3 CPEB2 PDZD8 NR2C2 ATG9A CHAC1 GALNT13 RASGEF1B RAD50 CYP26B1 COP1 ANKRD46 SMAD7 GPR63 MYLK PAPPA ERC2 DLL1 PPM1A HEPHL1 AXIN2 IGF2R SLC9A6 PRDM4 MYO5A GHR MKNK1 RREB1 STXBP5 KDSR AC011491.1 IARS1 PIP4P1 UBE2V1 ZC3H13 IPPK MOB3B LUZP1 RGMA FGFR1 SALL1 ZSCAN31 SEL1L3 USP25 MYT1L UNC80 CHUK TNRC6B FAM110C HERC6 SUSD6 C1orf21 CC2D1B SREK1 AMOTL1 BTRC SYNRG RASSF8 ABL2 GAREM1 SERBP1 ST8SIA3 C1QL3 RPS6KA6 NUP50 SPRED1 ZCCHC3 SLC36A1 SLC13A3 FBXO21 STXBP3 CDCA4 EDA APLN WBP11 PCDH9 CHIC1 RFX3 ACVR2A CASK MKX CDK5R1 ADRB2 SYT4 MGAT4A LRIG2 NSMF UROS SUCO DYRK1B FAM122B CNOT6L ATG13 WNT3A RETREG2 KIF21A PTPN3 TGFBR3 UBQLNL WNT7A IFT74 MYB KCNG4 ZFHX3 HELZ ANKS1A CAPRIN1 DDX3Y TMEM154 CLCN4 ROCK2 CCND1 SMURF1 P3H2 GABARAPL1 CCNE1 LAMP3 CYP2S1 TMEM199 RNF217 WEE1 SALL4 CD47 SHOC2 CXCR5 SOBP TSC22D2 KLHL2 CD80 SLIT2 SEH1L RUNDC3B SESN1 ST7L PIP4P2 ZNHIT6 ELL ATF6 ZFHX4 ATXN1L TLK1 KIF1B CUX1 SRPRA ATXN7L3B RBM6 UBFD1 NSG1 RBM24 COPS7B DCLK1 ARL2 ARHGAP20 PPM1E LRRN3 PEDS1-UBE2V1 TNFSF13B RSPO3 C2orf42 ANO3 CDC25A GRM7 NCS1 PDE3B GSTCD PAFAH1B1 KIF3B GFAP KCTD8 SNRPB2 UTP25 NAV1 SKI SLC25A37 DIXDC1 CDC42SE2 COL12A1 DPY19L4 GPATCH8 MAP3K9 HSPG2 FGF2 OOEP E2F3 DENND1B PPT2 SLC6A11 ILDR2 PRRC2C USP31 SUMO3 BTG2 LITAF ZC2HC1A PCMT1 GCC2 KIF5B DEPDC4 EPHB2 ABCF3 INSR CARM1 MTFR1L TMEM100 ZNF691 TUBA4A SGK1 PEX13 CAPZA2 SSTR3 SLC2A14 ZCCHC2 SYPL1 NHLRC2 PLAG1 CHEK1 UNC5D TRANK1 GATAD2A MIDEAS MOB4 GALNT7 EYA1 LGR5 RICTOR NOB1 CLUH TMEM135 RNF10 YTHDC1 GGA3 ADGRL1 NAPG KCNN4 MTMR3 ZMYM2 CCNT1 MYEF2 HMBOX1 SAMD10 EXOC3L2 STOX2 TFAP2A DESI1 NOS1 MYO5B PTCH1 RAB9B RNF144B SLC35G1 MED26 AHCYL2 PELI2 LRP6 AKT3 BAG4 MASP1 CSRNP1 ZBTB44 TCAIM FAM89A WIPI2 XPO7 EZH1 CEP85L RECK RS1 USP44 LYPLA2 SCN8A RORA CASR KCNJ2 PPP2R1B UBE4B RAB11FIP2 CMPK1 PLRG1 PAFAH1B2 HIGD1A CPEB3 SEMA3A SLC39A10 SYDE2 MYBL1 TLL1 PTH AGO1 SETD3 ARMH4 CCND2 PLXNA4 IVNS1ABP ZBTB46 RASEF ABHD2 JARID2 COBLL1 CCDC88C NECTIN1 CPSF7 CPD ISLR PNPLA6 CHD2 SNX16 BCL2L2 CBX2 HIPK2 NF1 SYNJ1 MAN2A2 LATS1 SLC12A2 VTI1B BCL11B CACNA2D1 AVL9 MCU OTX1 ARL3 G0S2 YWHAH SPTLC1 ZBTB34 FLT3 SEPTIN2 LRIG1 GNAT1 DRD1 ATXN7L1 AK4 FASN FBXL20 ZNF449 SOX6 ARMCX2 PCDH17 MEX3C PDIA6 SSR1 BTAF1 VPS4A ELAC1 TBP ARIH1 HECTD1 OGT ASH1L TMEM268 SIRT4 LRP2 RARB SON LSM11 PPP1R11 HTR4 LAMC1 LDLRAD2 PPP6R3 RUNX1T1 CD2AP CDK8 C12orf76 SPRYD3 ATG14 LRRK1 G2E3 CCDC6 FOXK1 UBE4A TMCC1 SOCS6 RAB30 RELN KRTAP11-1 CDK17 SPTBN2 AGO4 TAB3 CHPT1 DYNC1LI2 EPHA7 ACTR2 OMG RAB9A CCNJL SYT3 ARFGAP2 DMTF1 TFCP2L1 MFN2 MAP3K13 RBPJ ARHGAP32 SH3GL2 RPS6KA3 LURAP1L SUZ12 TGIF2 MAMSTR MAP7 PARVA TENM2 ZBTB39 TRIM66 UNC13A FAM81A PLPP1 EPC1 USP42 SNTB2 DENND2C CBX4 ABTB2 FAM133B USP3 PTPN4 ADAMTS3 MEOX2 NAA25 TTC14 FAM135A KANK1 KCNK10 SIK1 KRTAP4-6 SIPA1L2 NUFIP2 NRP2 CREBRF BZW1 CEP55 UBE2Q1 CACUL1 LARGE2 MAP2K1 SMIM13 ATXN7L2 ACVR2B CD3E ANKUB1 AMMECR1 AMOT JPH3 TMEM245 ATXN7L3 ACOX1 SEC24A PIK3R1 POU2F1 PISD KIF5C CLOCK RET USP15 NFATC3 ZMAT3 RFK PLXNC1 FGF7 CSDE1 SLC4A4 ZNRF3 PAG1 MIR92A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR92A_3P SLC25A16 MBOAT2 IDH1 ITPRID2 PUS7 AFF3 TEX2 MMD FAM160A2 TENT4A CDKL5 ARMC1 TGIF1 SLC38A2 GLRA1 OTUD3 MACIR PCDH11X AGO3 FHL2 FNIP2 ITGA6 CADM2 SLC32A1 UCHL5 KLF4 RANBP9 COL1A2 HIPK3 RNF11 MYLIP ASPH CHCHD10 PDZD2 SYN2 SSBP2 ADAM19 SCN8A DDX3X MAPK8 HIVEP1 BCL2L11 PTPRO MAP1B PGBD2 C21orf91 PALLD FBXO28 RORA PEAK1 ATXN3 TULP4 NCKAP5 ZNF595 ANKRD44 EDEM3 PLEKHB2 CTTNBP2 TMEM267 ANKRD28 USP28 PITPNM2 BCAT2 PCMTD1 ROBO2 MIA3 NIPBL MEF2D ZNF287 FMN2 APBB2 FBXW7 COX20 GATA6 NOX4 ELK4 PNISR PAX9 GNPDA2 C6orf62 KLHL29 TBC1D8 PCDH11Y RNF4 MAST4 BSDC1 PTPRD ZNF804A C19orf12 CPEB3 SEMA3A NEFL NKX2-4 PER2 KAT2B AADACL3 DOCK5 MTF1 CPEB2 SFXN1 NPC1 SH3D19 UBASH3B ADGRF2 REST FKBP1A PAXBP1 PCOLCE2 PPP1R12A BCL11B VWA5B2 RPL15 G3BP2 MYO1B RAB14 MORC3 NF2 TAFA1 RBPMS2 CDCA7L SELENOT ESRP1 ITGAV CNEP1R1 TBC1D12 ZNF24 TBL1XR1 ATP7A PDZD8 CUX1 TNPO1 GATA2 KLHL14 ZNF230 EFR3A ITPR1 ZFAND1 DSTYK UBE2Z ST6GAL2 TSC1 TMEM229A TWIST1 MED19 FMR1 DOCK9 PIK3R3 CSMD3 SERTAD3 FAM160B1 RFX1 ELOA GRIA1 MFF B3GALT2 HAND2 SYNJ1 FRY KLF8 PTGER4 RGS17 WWP2 RNF38 C8orf44-SGK3 PCGF3 C20orf194 MAGEC2 ITGA8 MYO5A DNAJB12 STX17 PIK3AP1 SNAPC1 DCAF6 PIAS4 PIP5K1C FAM126B MPP1 AIDA IRS2 PHF3 CACNA1I TEF TRIM36 ARID1B DUS2 PPCS ADCY3 ZNF532 PAPOLA MOAP1 TAGAP NEDD4L PCYT1B CALN1 MINAR1 OSBPL5 LUZP1 CDK16 PAX3 RBM27 ARPC2 SLC12A5 SETD5 NOTCH1 CD69 GPR158 KLHL15 UGP2 PHTF2 RGL1 APPL1 SGPP1 TPCN1 PPP1R37 SLC39A8 EDEM1 BCL11A GIT2 CELF2 RNF141 FNIP1 MAP7D3 USP45 SNAP91 CIC LRCH1 LHFPL2 ARRDC3 FOSL2 GOLGA8A TMF1 DUSP10 ATP6V1B2 C5orf24 ITGA5 CBFA2T3 SOX4 DUSP5 GTF2A1 PPP1R12C GPR180 XYLT2 EPC2 ATXN1 OTUD4 DNAJB9 DENND4B ZEB2 SLC10A7 SLC25A36 RAB3C LYST ARHGAP24 ABHD13 RAD21 SERTAD2 NRG1 RAB23 MYH9 LMBR1L ADAMTSL1 TACC2 CCDC186 HCN2 RIC1 TMEM255A NIPAL1 FOXN2 PRSS12 SLC24A3 REXO1 SOX11 SNN FBXO33 NSMF CASD1 GOLGA7 IQGAP2 ADAMTSL3 GOLGA1 SOSTDC1 SLC4A8 MAP2K4 GOLGA4 PTEN VPS4B ADAM10 CD2AP LIN54 NUP43 GRAMD2B KIAA1109 STRN3 ELOVL4 ATG14 SH3PXD2A EOMES RGS3 NFYC MCOLN2 SPRYD4 GPC6 CNIH1 TET2 TOB1 PIK3CB ZNF385D SEC31B CLDN11 NEFM SOCS6 PCDH7 EVI5 NSMAF MMP10 PTGES2 LONRF3 SLX4 BAHCC1 EPG5 PIK3CA STYX PITPNA ATRX SGK3 P3H3 ANKIB1 SERINC5 FNBP4 FXR1 BAZ2B NPNT USP36 ZFHX4 JOSD1 YIPF4 SNX13 PKDCC HS3ST5 RAB8B SESN3 MAN2A1 SRPRA NEFH ACTC1 MSR1 CCNJL DTX2 ARHGEF17 PLEKHA1 ARF1 LATS2 DUSP6 GRM7 RPS6KA4 C11orf24 RSBN1 SLC9A7 DYRK2 TTC9 ADRB1 GFPT2 SBNO1 HERPUD2 KLHL11 KLF2 SCUBE3 DSC2 PTAR1 CPNE8 SLC7A11 CLCN5 AFF1 PRKAR2B KMT5B BMPR2 UBE2W IL36B FAM20C CPEB4 INSIG1 XPNPEP3 BSN TECPR2 DENND1B ZNF521 FAM81A MCL1 RBM47 FCHO2 BTG2 NFYB ZC2HC1A MIER1 PDE10A MYCBP2 NSF TOB2 JMY TRIO ASPN GNAQ SLC17A6 PTPRJ ANP32E RNF44 COL19A1 CCNC LRRC1 GPBP1L1 PSMD14 PTPRK SPTBN4 LIMCH1 FAM135A RNF180 KLHDC10 CHRM5 PLEKHG3 COL27A1 MARCHF4 NUFIP2 RHPN2 CCDC113 DAAM1 HIPK1 MAP3K20 SLC25A32 ZFYVE21 DDX3Y MFHAS1 UBXN4 TWF1 PAPSS2 ERGIC2 SLC9A1 GLCE FZD10 SCAF11 TEAD1 NR4A3 IBTK GOLGA3 HNF1B ZNF827 GLYR1 GID4 FBN1 PLXDC2 ACOX1 GRHL1 DPP10 GPR137C ZDHHC5 ARRDC4 KBTBD8 TCF21 DMXL1 PIKFYVE RIMS2 MTMR9 ZNF721 NCAPH2 WASL FAM24A COL5A1 TPPP ALKAL2 CXCL5 NKX2-3 ZFC3H1 CBLN4 COG3 PHLPP2 ANO8 MIR8068 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8068 ITGA4 MMD M6PR FAM104B NCOR1 GRIA2 FAM168B ABCD2 DMD ABITRAM STYX EYA4 NAT9 HES2 BVES SLC39A10 RBPJ NR2F1 CAPS2 SLAMF7 ZBTB7A FZD3 CDIN1 TTC26 PDZD2 ZNF507 BDNF KLHL28 RALGPS1 MIER3 MPZL2 NIPA2 CACNA1C RORA TLCD5 ETFBKMT TMEM9B NEURL1B SERPINB10 PURB CAVIN2 PSMD11 SLC3A2 IMPA1 ITGA2 FGF13 TCAIM CFAP94 DNMT3A MYLK3 RASA4 ZADH2 OR2H1 ZIC5 LRRC4C SH3BP4 WDR75 NR4A2 ANKLE1 GRIP1 LIN28B ITGB1BP1 FOXI1 PKD2 MTF1 ITIH5 POU3F3 LSM12 ZBTB20 SEMA6D MINDY2 SETD3 LDLRAD3 SYNPO2L GTPBP8 WBP1L RIC3 LINC02801 CSF2RA LDLRAD4 SMAD9 ZFHX3 PLPP3 PIK3C2A CSAD EYA1 RDH11 CDK13 BCL11B SETD7 SLC35A1 PALM2AKAP2 MAP4K3 PAX3 IKZF3 FOXG1 RAF1 SEC14L4 PPP2R5E FSD2 TNFSF10 MKRN2 SORCS1 APOLD1 MYH11 POU2F2 GNAI3 ATP6V1FNB TNPO1 FUT9 TM9SF3 CCDC190 FGGY RNF125 NICN1 NDP EBF1 PRRX1 SYF2 ATP6V1A BCKDHB FAXC SPOP ZNF782 TET3 RAB6A MYCN ERC2 CLIP3 CFAP251 NIPAL2 BEX4 MAP3K13 LRRC3B SLFN5 ALOX12B RIOX2 KLF8 PPM1A ATP6V0A2 ACSM3 PRDM1 UNC5C ISL1 MRPL57 MRFAP1 APOOL TTC3 PTPN12 MARCHF1 SLC9A6 HNRNPA2B1 FKBP2 SLC22A5 PHF14 RFWD3 PTGS1 RBFOX2 PRR11 LGI2 UCK1 PRR27 TMEM168 CPM PDE4D VSTM4 ITIH6 SGIP1 ROR1 KAT6B SLC44A4 MAP3K15 FER SLC1A2 UNC79 PHF20L1 ZRANB3 CDH2 KCNA1 FOSB ZNF805 VTCN1 TP53AIP1 IL15 RBFOX1 LAMA2 CDH24 CNGB1 RTN1 LSM5 TNRC6B KLF5 TBX1 ARFGEF3 C8orf86 NT5C2 C1orf21 RAB5B SLC39A8 BCL11A SLITRK5 LRRC58 WAC PIP4K2A ARIH1 ZNF620 GABRA4 RBM47 SMC1B CTSV INTS6 IGSF10 BLOC1S6 UBE2R2 IGF2BP3 ZBTB18 TTC23L PUM1 POU2F1 RAVER2 NLGN1 ETFRF1 BHMT NR2E1 ZEB2 LRRTM4 HTR1F ALCAM MSL1 ANGEL2 LONRF1 TGFB2 CLDN1 PAPOLA MYL1 TMOD3 PSG1 VPS13A TRNT1 CABCOCO1 PLCXD3 ALG14 VGLL3 FAM181B LRRN3 RAB3B SYT4 CASD1 ATP2B4 HIBADH SSPN NAV3 MCC IQUB ATXN10 RFLNB PLXDC2 CAPN14 BOC PPP1R1C CHMP5 KIAA1958 CMPK2 UBE2L3 MDGA2 BCL2L15 ZNF385D ADAL ELK4 PAK3 LETM2 RNF217 EXTL2 PATZ1 RTKN2 WNT5A SLC31A2 IGF1 DAD1 SLX4 HTR1B ROPN1B PCDH18 LCOR SARAF SLC38A4 SLC46A3 PCSK9 ST6GALNAC3 YPEL1 PROKR2 COL10A1 EPHA7 EYS SLC18A2 SATB1 CCSER2 ZSCAN25 ZNF207 ZFR2 KIAA0408 HDAC4 CHTOP THEM4 LDOC1 MAP6 PNISR MSR1 NACC2 ZNF280D TMEM131 PDP2 ATAD5 PECR TBRG1 EXO1 REG4 UBE2N KIF26B VNN1 ADCY7 ESRRG MBLAC2 NEUROD2 FAM155A KLLN CRACD HDDC2 ZNF334 NAGK NLK BMP2 USP14 AASS NT5DC1 TENM2 NCAM2 AOPEP TNS3 BSN ITPK1 ZFP3 SORD GTF3C3 GRAMD2A FNDC9 VWC2L IFI44L ERBB4 PDK1 ICOS TTC4 TRHDE RAB3GAP2 CNTN1 TRIO PGS1 PTPN4 MAGI1 CORO2A TRAT1 PDE12 DGKK GABRB2 CYP27C1 CD38 KPNA5 IGSF21 FANCC NEGR1 NUFIP2 IFFO2 H2AZ1 THBS2 HLTF SMIM15 DKK2 B3GNT9 MTG2 AJAP1 TMEM86A ACVR2B TBC1D8B MECP2 SLCO1B1 SCAI HNF1B QPCT FBN1 NBEAL1 DDX60L LAMP2 ZNF750 XKR6 CDS1 RFK TMEM123 CYP1A2 GABRB1 TTC39A TMEM212 MIR374A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR374A_5P AHSA2P PDE4B TENT2 ELOVL7 SRSF7 ZNF423 MBNL3 NRN1 PRRG1 BTBD11 NEDD4L NDUFA5 CELF4 HOMER1 TNFAIP3 HOXA10 CRIM1 LPAR1 LCA5 CDK20 TMEM267 CNTN4 DSG2 NRG2 TRPS1 CACNB4 DCUN1D1 PCDH11Y CCDC47 ETNK1 PRDM5 ACSL6 SLCO1B3 NCOA1 SEPSECS RAP1B TMEM185A ABR NEO1 RGS4 TCERG1 FAM222B ASGR2 SCRN3 KIRREL1 SRSF5 FAM47E-STBD1 CNTN1 BRWD1 ZCCHC9 PAQR3 AHDC1 LNPK ATAD2 CADM2 ZIC3 FAM161A IKZF2 TET3 PPP2R3A SP1 PAPPA XIRP2 ARHGEF40 TTC8 ABAT GABRA1 LIN9 PRDM1 LIN54 KRCC1 MYO5A ADD3 PTGER3 EIF2S2 CAMSAP2 STEAP2 ZFP37 RALGDS GCLM ARHGAP5 TCAIM NUP98 CAAP1 RORA PARP8 GAS7 PRR16 MAP4K3 SYT14 EEA1 RABEP1 ASTN2 RBM27 RANBP6 SHPRH DCUN1D5 SUMO4 LTBP1 MYT1L UBE2K WASHC4 CCDC126 MYO5C BSDC1 PCDH11X DIPK2A SGPP1 CYB5A WDR35 SRP68 PCGF5 C4orf33 FNIP1 CYYR1 FAF2 PMPCB EN1 SNTG1 MLX CAV2 TGFA TAF4B ABHD18 ATXN1 ACTR3 KLHL28 DCAF10 ZNF655 RASGRF1 TBC1D9 PITX2 SUCNR1 RPL34 RNF214 SP3 C3orf70 CSGALNACT2 MKX NLN GABRG2 RPRD2 LPL NRK PHACTR2 CSMD3 LDLRAD4 SNX17 LSAMP TBC1D19 C8orf33 GADD45A PRDM11 TMEM207 CXADR SLC2A12 WNT5B UST CCND1 TXLNB LRP12 PREX2 MICB WNT5A DLG2 ABCA8 NUP35 PLD5 TM9SF2 DBR1 EYS STMN2 UBE3A FABP2 RNF14 GPANK1 ZNF280D ETS2 DUSP19 RGS14 PPM1B GRAMD1B FBXL5 EPB41L2 ANLN CPEB4 RGS21 LEPR MBLAC2 CA12 SEC63 MAP2 RAC1 PKD1L2 AFF1 DPY19L4 ANOS1 FRMPD4 RAB22A BMP2 ITIH5 TLE4 ANKRD34B ELAVL4 GOSR1 MORN4 KCTD20 CCL2 HSBP1 RPRD1A PDE7B NGLY1 CCNE2 HSPA4 PNPT1 DCDC2 PCDHB15 TFDP1 RAB3GAP2 EDAR AGPAT5 NOVA1 IGFBP3 MIPOL1 PDE4D CWC27 TMPRSS11B PNLIPRP3 CAPZA2 MPP6 MCTP2 NHLRC2 MSI2 PSMB2 RNF180 DMXL1 ADAM10 ZNF16 ADCYAP1 PELI1 CEBPB CEP350 FAT4 AGL VGLL3 DKK2 SEL1L ATF7 YTHDF1 TMEM108 N4BP2 SMAD2 SP4 ACSL4 TSPOAP1 C5orf24 ZNF131 SP5 NCK1 MECP2 SEMA3D KANSL1L PEX2 HGF ZDHHC5 CCDC191 POLK NIBAN1 IL22 MYO5B ZFP36 SPIN1 SPOPL RIC1 C8orf37 PPIL3 YME1L1 TMEM123 MRPL42 HR TACC1 ITGB8 TAFA2 ARL15 TM4SF19 ACKR4 KIF20A IQSEC2 ASB5 SLC22A10 STYX CDC42BPB FZD3 AHI1 RELCH GATA3 MOSPD2 FGF5 NIPBL CCL8 MEF2D SCML1 MICU3 ITGA2 GNPNAT1 KLHL29 SLITRK1 PRH2 SLC24A2 EGFL6 ZNF587B ZNF527 CDC73 MAP9 ZBTB46 PLPP3 PTPN14 MZT1 SNX18 HNMT WDR72 NME5 CDK6 CDC14A PIGW BEND4 ABHD5 BCL11B ZNF711 PDE10A FOXM1 MSH4 CGNL1 MIS18A ZBTB34 MMP14 SLIT3 C11orf58 SMARCAD1 AHR RGS7BP CEMIP GABRG1 C10orf90 MOCS3 ZSWIM6 TMEM192 HES1 TMED5 STRIP2 SMKR1 NKX2-2 DOK6 HECTD1 DSEL GNB2 BOLA3 TMEM38B ZCCHC4 EXOC7 NRDE2 CLVS2 ZNF615 PRPF18 MREG HIBADH CCDC34 EN2 FOXD2 MAP2K4 OCRL ATAD2B PDCD1 PGGT1B GLO1 DUSP8 FPR3 NTF3 RTKN2 BRWD3 SELE MED23 CENPJ MED13 NETO1 PARD6B C11orf87 SLC35F5 SMAD6 FDXACB1 TLCD4 RSF1 RREB1 ACAN FLG2 TAF5L DUSP6 TBC1D23 VSTM2A AAK1 STK38L CDC40 ZNF81 APOBEC4 OR7A5 STBD1 GOLGA8M MAP2K6 HECTD4 MAPK6 LRRTM3 PSMC3IP CYP24A1 HUNK MEOX2 SNX4 NUDT11 PLN TCF24 MCFD2 HMGN5 MACC1 SOS1 NEUROG2 KAT6A ACVR2B NR4A3 TMEM245 ASCL1 NSUN3 TNRC6A CDS1 RFK VEGFC HAPLN1 MIR92B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR92B_3P SLC25A16 MBOAT2 IDH1 ITPRID2 PUS7 AFF3 TEX2 MMD FAM160A2 TENT4A CDKL5 ARMC1 TGIF1 SLC38A2 GLRA1 OTUD3 MACIR PCDH11X AGO3 FHL2 FNIP2 ITGA6 CADM2 SLC32A1 UCHL5 KLF4 RANBP9 COL1A2 HIPK3 RNF11 MYLIP ASPH CHCHD10 PDZD2 SYN2 SSBP2 ADAM19 SCN8A DDX3X MAPK8 HIVEP1 BCL2L11 PTPRO MAP1B PGBD2 C21orf91 PALLD FBXO28 RORA PEAK1 ATXN3 TULP4 NCKAP5 ZNF595 ANKRD44 EDEM3 PLEKHB2 CTTNBP2 TMEM267 ANKRD28 USP28 PITPNM2 BCAT2 PCMTD1 ROBO2 MIA3 NIPBL MEF2D ZNF287 FMN2 APBB2 FBXW7 COX20 GATA6 NOX4 ELK4 PNISR PAX9 GNPDA2 C6orf62 KLHL29 TBC1D8 PCDH11Y RNF4 MAST4 BSDC1 PTPRD ZNF804A C19orf12 CPEB3 SEMA3A NEFL NKX2-4 PER2 KAT2B AADACL3 DOCK5 MTF1 CPEB2 SFXN1 NPC1 SH3D19 UBASH3B ADGRF2 REST FKBP1A PAXBP1 PCOLCE2 PPP1R12A BCL11B VWA5B2 RPL15 G3BP2 MYO1B RAB14 MORC3 NF2 TAFA1 RBPMS2 CDCA7L SELENOT ESRP1 ITGAV CNEP1R1 TBC1D12 ZNF24 TBL1XR1 ATP7A PDZD8 CUX1 TNPO1 GATA2 KLHL14 ZNF230 EFR3A ITPR1 ZFAND1 DSTYK UBE2Z ST6GAL2 TSC1 TMEM229A TWIST1 MED19 FMR1 DOCK9 PIK3R3 CSMD3 SERTAD3 FAM160B1 RFX1 ELOA GRIA1 MFF B3GALT2 HAND2 SYNJ1 FRY KLF8 PTGER4 RGS17 WWP2 RNF38 C8orf44-SGK3 PCGF3 C20orf194 MAGEC2 ITGA8 MYO5A DNAJB12 STX17 PIK3AP1 SNAPC1 DCAF6 PIAS4 PIP5K1C FAM126B MPP1 AIDA IRS2 PHF3 CACNA1I TEF TRIM36 ARID1B DUS2 PPCS ADCY3 ZNF532 PAPOLA MOAP1 TAGAP NEDD4L PCYT1B CALN1 MINAR1 OSBPL5 LUZP1 CDK16 PAX3 RBM27 ARPC2 SLC12A5 SETD5 NOTCH1 CD69 GPR158 KLHL15 UGP2 PHTF2 RGL1 APPL1 SGPP1 TPCN1 PPP1R37 SLC39A8 EDEM1 BCL11A GIT2 CELF2 RNF141 FNIP1 MAP7D3 USP45 SNAP91 CIC LRCH1 LHFPL2 ARRDC3 FOSL2 GOLGA8A TMF1 DUSP10 ATP6V1B2 C5orf24 ITGA5 CBFA2T3 SOX4 DUSP5 GTF2A1 PPP1R12C GPR180 XYLT2 EPC2 ATXN1 OTUD4 DNAJB9 DENND4B ZEB2 SLC10A7 SLC25A36 RAB3C LYST ARHGAP24 ABHD13 RAD21 SERTAD2 NRG1 RAB23 MYH9 LMBR1L ADAMTSL1 TACC2 CCDC186 HCN2 RIC1 TMEM255A NIPAL1 FOXN2 PRSS12 SLC24A3 REXO1 SOX11 SNN NSMF CASD1 GOLGA7 IQGAP2 ADAMTSL3 GOLGA1 SOSTDC1 SLC4A8 MAP2K4 GOLGA4 PTEN VPS4B ADAM10 CD2AP LIN54 GRAMD2B KIAA1109 STRN3 ELOVL4 ATG14 SH3PXD2A EOMES RGS3 NFYC MCOLN2 SPRYD4 GPC6 CNIH1 TET2 TOB1 PIK3CB ZNF385D SEC31B CLDN11 NEFM SOCS6 PCDH7 EVI5 NSMAF MMP10 PTGES2 LONRF3 SLX4 BAHCC1 EPG5 PIK3CA STYX PITPNA ATRX SGK3 P3H3 ANKIB1 SERINC5 FNBP4 FXR1 BAZ2B NPNT USP36 ZFHX4 JOSD1 YIPF4 SNX13 PKDCC HS3ST5 RAB8B SESN3 MAN2A1 SRPRA NEFH ACTC1 MSR1 CCNJL DTX2 ARHGEF17 PLEKHA1 ARF1 LATS2 DUSP6 GRM7 RPS6KA4 C11orf24 RSBN1 SLC9A7 DYRK2 TTC9 ADRB1 GFPT2 SBNO1 HERPUD2 KLHL11 KLF2 SCUBE3 DSC2 PTAR1 CPNE8 SLC7A11 CLCN5 PRKAR2B KMT5B BMPR2 UBE2W IL36B FAM20C CPEB4 INSIG1 XPNPEP3 BSN TECPR2 DENND1B ZNF521 FAM81A MCL1 RBM47 FCHO2 BTG2 NFYB ZC2HC1A MIER1 PDE10A MYCBP2 NSF TOB2 JMY TRIO ASPN GNAQ SLC17A6 PTPRJ ANP32E RNF44 COL19A1 CCNC LRRC1 GPBP1L1 PSMD14 PTPRK SPTBN4 LIMCH1 FAM135A RNF180 KLHDC10 CHRM5 PLEKHG3 COL27A1 MARCHF4 NUFIP2 RHPN2 CCDC113 DAAM1 HIPK1 MAP3K20 SLC25A32 ZFYVE21 DDX3Y MFHAS1 UBXN4 TWF1 PAPSS2 ERGIC2 SLC9A1 GLCE FZD10 SCAF11 TEAD1 NR4A3 IBTK GOLGA3 HNF1B ZNF827 GLYR1 GID4 FBN1 PLXDC2 ACOX1 GRHL1 DPP10 GPR137C ZDHHC5 ARRDC4 KBTBD8 TCF21 DMXL1 PIKFYVE RIMS2 MTMR9 ZNF721 NCAPH2 WASL FAM24A COL5A1 TPPP ALKAL2 CXCL5 NKX2-3 ZFC3H1 CBLN4 COG3 PHLPP2 ANO8 MIR3606_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3606_3P AGFG1 MDM4 MGST1 SLC30A6 AFF4 TCF12 OLFM3 BCL2L13 ZNF148 HDX ADGRG6 GAB1 MACIR IL6ST MBNL3 NDUFA5 PFKFB3 UBE2D3 ELOC WASF3 FAS RPS6KA5 TSNAX RSKR CUL3 ASAP2 TSC22D1 KALRN NCBP1 ABRAXAS1 ENAH ZNF287 KLF15 C7 SAR1A CACNB4 TXNDC11 YWHAZ BOLL ETNK1 LRRC4C ZNF367 ZFAND5 PPP1R9A CDH19 ZNF326 NAB1 FLYWCH1 SUV39H2 GYPA PGAP1 ARHGAP29 KDM6A U2SURP DNER RANBP3L BCL11B ENKUR PPP1R3D COL6A3 RAD54B FAM20B HBS1L BICC1 ELF2 FUT9 CNN3 CHCHD7 ZCCHC9 PPARG CADM2 WDR20 FAM114A1 SLK IKZF2 FMR1 ABI1 CNOT6 TRDMT1 CREB1 SLC4A7 CARF HACE1 AK2 SLFN5 GASK1B ANKRD17 LIN9 TRIM33 MINDY3 CSNK1A1 HNRNPK SLC22A5 DGKI RNF146 HPCAL4 STXBP5 MTF2 CDK19 TOGARAM1 SGIP1 FAM171B PARPBP BMX LEPROT EEA1 SMARCA1 PHF20L1 RBM27 YTHDF3 DCUN1D5 MXI1 UBE2K EPHA5 ARFGEF3 PRKACB PCDH11X FSD1L SGPP1 NOP2 EDEM1 HEXIM1 ELF1 RASSF8 CCDC39 PEG10 SPOCK3 LHX8 GABRA4 C18orf54 MATR3 TMF1 RC3H1 CTDSPL2 IGF2BP3 GSPT1 SPRED1 DCAF10 ALCAM SLC1A3 ZFP28 RCAN3 PCDH8 CHIC1 RFX3 SP3 RNF6 XRN1 SNCA BAMBI SYT4 DTWD2 PPP2CB ZBTB8A TMEM33 FBXO33 RBMS3 PDE8A CYBRD1 MRC1 SLC26A2 SPG11 LSAMP CNOT6L PTEN SLC6A4 SLC25A46 PAQR5 NDUFB8 CXADR KDM7A CCDC186 VPS50 VPS37A SPIRE1 ZNF34 RICTOR LANCL3 NUS1 LCORL ALDH6A1 ASXL2 DENND5B TRIP12 LRRC3B RUNDC3B PIK3CA PDIK1L CREG2 ZFHX4 MAP3K4 CALB1 ZNF516 KCNS3 ZNF678 MDFIC PPM1E DAZ4 SLC2A13 FST TOP2B AZIN1 SERPINB8 SH3KBP1 B4GALNT4 SH3GLB1 JPH4 ANGEL2 CCNE2 USP31 LUC7L2 ZC2HC1A UFL1 ANTXR2 RXFP1 SHANK2 SLC17A6 TOR1AIP2 KCTD1 LYPLA1 TNPO1 GPLD1 MPP6 SYPL1 FAM133A ADAMTS5 ADAM10 ZNF714 DAZ2 C14orf28 HLTF SNX15 MTM1 MSX1 ARG1 C5orf24 PTPRC ZFYVE16 UMAD1 PPP3CA STOX2 PTPRB TCEANC2 LRP8 WBP4 NUP93 PRKG1 LRP6 ITGA4 FAM118B EIF4A2 RANBP9 RELCH CHD7 PKP2 RBBP5 ZNF736 PPP2R1B ELK4 MPPED2 FGFR1OP2 KLRD1 CPEB3 HTR2C SAMD8 LRRC7 RUFY2 CDC73 ERO1B TBC1D12 GNAI3 ZDHHC2 SEMA5A SPRYD7 NAPEPLD RNF103 RELN SLC12A2 CSRNP3 TPRG1 KLHDC1 TBX18 CREBZF TOPORS NEDD4L PTP4A1 GTF2H5 TPMT ELAVL2 SMARCAD1 DRD1 ICA1L MIGA1 APPL1 TMTC3 TXNDC16 UEVLD PRPF4B CHST9 SEC23A GPR180 ANGPTL3 FSBP ABHD13 TMEM38B FBXO4 HSPA5 TMEM170B HIBCH ZDHHC21 LIN54 WHAMM NOTCH2 FEM1C ITCH CSGALNACT1 ABRAXAS2 TTC28 GOSR2 MED13 LRATD1 SLC39A12 CDK17 NETO1 SERINC5 SLC7A14 SLC35F5 TLCD4 RAB8B PHLPP1 ARL6IP6 SLC7A11 FEM1B DLAT TMCO3 NT5DC1 MAP7 SREK1 RETSAT CNTN5 STRN ZBTB41 PHIP MOB1B ZNF320 DR1 DUXA NUFIP2 KCNC2 PAWR NEUROG2 TWF1 PABPC4L TRGC1 ZNF22 SCAI CNST ARMH4 ASB7 KIF13A RNF138 MEIOC CCDC141 MIR944 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR944 ESRRG PIAS2 CREB5 ERBIN NR2F1 NDUFS1 TFEC THEMIS CCDC178 DICER1 DGKH COA8 PHC3 RFX4 AKIRIN1 TSNAX TERB2 PGBD1 ATP6V1G2 CISH QKI GMPPB TTC26 TNFAIP2 HPGD DPP9 COBLL1 CHD9 ARL13B KLF12 LRCH2 PANK2 TRPS1 CACNB4 MCMBP ECHDC1 PTBP3 DPP8 GUF1 SPATA6 KAT2B OGFRL1 SORBS2 UBL3 RFTN2 SEPSECS SLC35A3 PHTF2 LUZP2 PGAP1 ZC3H12B ZNRF2 U2SURP TMX3 MIER3 RAD23B BICC1 FUT9 GPATCH2 ZBBX F2RL1 CBLB CADM2 TSHZ1 ERG BDNF SPOP AP1S3 HCN1 IKZF2 BRAF SLC4A7 PDLIM5 CCDC148 LPIN1 PIK3CG GXYLT1 KCNT2 CYBRD1 NKD1 PRDM10 PRDM1 EFHC2 GLYATL1 TIAM2 GABPB1 ARPIN TRAF3 MAP7 SCD TC2N STEAP2 TMEM47 GCLM VSTM4 RORA ARID1B SGIP1 CCDC58 GRIA4 KLHL23 SYT14 CUL2 MED17 PTPRC TSC22D4 RTN1 WASHC4 PRKACB CNPY1 TOMM70 FSD1L SGPP1 CERS6 TMEM182 SRRM4 PCGF5 PIK3C2A AHCTF1 PAM C2orf69 PEG10 DCLK1 ODAPH MAGEF1 ZNF655 PLA2G12A ZDHHC17 EBAG9 ZNF737 RAPGEF2 TAF4B VPS13C MPC1 GTF2A1 TSC22D2 EPC2 METTL15 ETFRF1 FAM135A ERICH3 HTR1F ZBTB1 CA1 RASSF6 PMS1 COG6 POLR3G PCLO PRKCH GLRA2 CHIC1 RBM46 CASK TSPAN13 TMEM59 CAMK4 EIF3J MYSM1 BCO2 FAM8A1 PHEX NEDD1 MRPS5 NDUFAF3 KIAA1109 DLGAP1 ABHD16A PPP1R1C DDX31 GPR155 SLC2A11 ZNF107 WEE1 FNDC3B ZNF326 MS4A1 ZNF83 SREK1IP1 MPP7 H3-3A MMP10 SLC41A2 ESR2 PIK3CA JRKL HRH4 VAMP4 CLCN3 ZNF264 PAK2 FSHR TINF2 ETS2 TRAFD1 POU1F1 RGS14 PPM1E CCDC15 NUP153 MGA SSPN SLC2A13 TMEM106B GRM7 GNRHR SGCB TCFL5 CCDC105 SLC49A4 MYEF2 CHRNA5 AASS SPAST FGF2 ZCWPW2 GBP3 DENND1B ZDBF2 DLC1 WWP2 B3GNT5 ULBP1 DCDC2 OGN TMEM68 TRDN TRIM5 TCHHL1 OTOA KIF5B ANKRD20A4P NOVA1 ANTXR2 IGFBP3 IYD PGM3 COL19A1 GABRB2 MCTP2 RASD1 NPAS3 GNB5 KCNH2 SAP30 ADAM10 TMEM64 SPAG16 FAM174A LRAT PABPC5 C11orf71 HOXC8 TMEM135 TMEM237 C5orf24 SP5 PHLPP2 SEMA3D SASH1 FBN1 INPP5A LRRTM2 ZMYM2 PPP3CA KIAA1549 ATP11C CPEB2 ABCA6 PTPRB NPEPPS SPIN1 DCC C8orf37 WAPL RALGPS2 POF1B PRKG1 RHAG DCBLD2 BHLHE41 RAB33B STXBP1 CLOCK CFAP97 DNAAF6 COLCA2 GFM1 HOXB2 TRMT13 FZD3 PDZD2 RELCH SLC35A5 PCBD2 MMP16 SEC24D MMS22L COX11 OTULIN PDSS2 TMED7 PAFAH1B2 ELK4 ELMOD2 MYBL1 DOCK5 CROT TBCEL ITFG1 RASEF PAN3 SNX18 HNMT TBC1D12 PRRX1 GLCE MAP3K2 XPO4 NUDT12 GBP1 LARP4 NF1 LATS1 BCL11B ZPLD1 ACSL4 FAM76B IRS2 ABCB11 PNRC1 KATNBL1 PTP4A1 ZNF451 MANEA MEX3A HOXB5 THOC3 MNAT1 NFS1 APPL1 NCOA2 STAM2 ARSK LEPROTL1 FHL5 STRIP2 RBMS3 GJB2 IFT57 CRBN SLC4A5 IL5RA NEUROD1 PPARGC1A TEP1 USF3 LPIN2 CLVS2 SULT6B1 GPATCH2L HOOK3 C2 CMPK2 TMEM65 GPC6 GLO1 SOCS4 RTKN2 ONECUT2 BRWD3 SPOCK3 ZNF684 FGL2 FAM199X LOX JCHAIN SMS TAF5L BPNT2 PLPPR5 COLEC12 ANKRD20A1 SEMA3C CREB1 BHLHE40 INO80D TMEM26 CLINT1 GPSM1 ST8SIA4 HS3ST3B1 AVPR1A SNTB2 BRCA1 RERE TREM1 PDCL PDE10A ACTR3 ZNF439 ZBTB41 PTPN4 TMEM236 GRIK1 ZC3H6 ACTR1B ODC1 USP32 MACC1 NHEJ1 CUBN RECK SBSPON EXT1 TMPRSS11E PRRG3 NSUN3 GLYAT TMEM167A ANKRD20A2P ZMYM6 UHRF1BP1L FANCC MIR6833_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6833_3P CALU MBOAT2 ADAM22 SIKE1 SYNPO2 SLC8A3 KCMF1 DLG3 PALM2AKAP2 IKZF1 GNB1 B3GALNT2 MBNL3 ZADH2 ZBTB7A VIP TMEM178B ZNF502 PDK3 CUL3 MAGI3 VPS13C ANKRD28 PMEPA1 CHD9 P2RY10 VANGL1 ZNF117 ZMYND8 MOB1B GSE1 ZNF302 PSD3 CDH19 ZBTB20 SLC12A6 ENC1 ZNF808 ZNF761 PGF SPINK7 IL17RD CNR1 CLEC4A SMIM14 ZSCAN22 ZNF398 ZNF317 TBL1XR1 AP4E1 FUT9 SLAIN1 ZNF138 CCDC88A NEURL1B HDAC8 CADM2 ZNF426 SPOP ZNF544 SLC6A2 PAPPA ZNF611 KCNT2 SYS1 ZNF562 RHOQ RIMKLB GPR3 FGF23 KCNAB1 CNKSR2 ZNF765 MARK1 SHOX2 KRIT1 MYCL ZNF559-ZNF177 KIAA1191 MYT1 B3GLCT ZFP37 EGR3 ZNF670 GCLM ZFP62 ANKH ZNF559 ZNF440 ZNF135 MBNL1 LONRF3 CALML4 ENTPD1 NDUFC1 PIP4K2B ARL4C SPRY3 MID1 NFIX CDON PHYHIPL TNRC6B IDE SFTPB ARF6 BTRC BCL11A ZNF716 ZNF594 PTGES3 FAM131B FAF2 DGKG PEG10 SNTG1 RPS6KA6 SSUH2 HOXC6 POU2F2 ZBTB18 PCSK2 OR51E2 BCLAF1 ZNF415 RBFOX2 DNAJB9 FCAR ZNF655 SHISA9 TREML4 PRTG EDA ELMO2 TRIM71 ABCC9 FMN1 MAP1B BCAT1 PIGY RPP30 LTN1 SPTSSB CSGALNACT2 PPARGC1B USP10 CHD5 DIRAS3 ADRB2 DTWD2 GTDC1 ZNF493 RBMS3 ZNF268 DENND2C LSAMP TGFBRAP1 TPT1 GCFC2 LGSN SLC6A11 SLC22A15 LPP ZNF107 DDI1 ZNF420 SBNO1 CNNM4 ATP2A3 KCNK6 SOBP TSC22D2 EPS8 MAP2 MEF2A PLD5 CASP3 ZNF713 ZNF558 TRIM9 ZNF207 UHMK1 SNX13 THG1L CD44 ZNF99 TCF12 PAK2 SIRT3 ZNF705A GATM DENND4A ACSM2A CPEB4 ANO3 ZNF600 USP37 DTNA C22orf46 MTMR2 TPM3 ZNF57 TM4SF18 SLC25A24 PPM1L TAF11 FRMPD4 ZNF708 ZNF124 ZNF816 C1QTNF3 PDE7B ZNF91 KCNC2 TCHHL1 SLC38A1 TOB2 EVC MYO3B PDE4D NNT KLHL5 TMEM87A ZNF718 TRAK2 MSI2 SLC4A8 DCX RAB27B PIP5K1B ADAM10 ZNF626 LDB2 KIAA1549L ZNF257 ZNF714 VGLL3 ZNF468 SMIM21 FAM120A ZNF90 MAFK NFXL1 TTC31 RIN2 PATE1 STON2 GYPE HLA-DOA ZFP90 ZNF569 ZNF730 GALNT15 ZFP36L1 REEP3 FAM78A ARL15 ACSL3 ITGA4 COPS6 HAO1 ENPP1 CEP85L ZNF845 MSS51 BNC2 LPGAT1 CAVIN2 WDR33 CYB561D2 AUTS2 DDX19A SEMA3A LRRC7 TBCEL PLXNA4 PARD3B PPP2R5B SELENOT HNMT ZCCHC8 CDK6 MAP3K2 ZNF181 ZNF701 NF1 SLC17A3 UNC5C ZNF844 ZNF711 EP300 SH3TC2 ZDHHC3 NEDD4L C11orf58 CDR2L ZFP14 EMX2 ACSM2B CEMIP ZNF451 ZNF676 MEX3A PYURF ATP8A1 PPRC1 SAMD12 CDNF ZSWIM6 SLC39A8 POTEM DOK6 RNF165 ZNF763 STRBP RNF213 MSL1 CLMP PPP5D1 ZNF791 SERTM1 RNF148 RDH12 TMEM170B AQP9 ZNF705D CLVS2 SGMS1 KCNJ3 SRXN1 GPATCH2L PPP6R3 ADGRF1 SLC5A12 RIMBP2 SH3PXD2A ZNF888 DCP1B GPC6 CNIH1 FOXK1 PPP3R1 ONECUT2 BLZF1 SNX18 PLXNA2 ZFHX2 ATP6V1C1 PRKCB RAPH1 TAB3 ZNF28 SLC30A7 PHLPP1 RSBN1 RTN4RL1 ZNF813 TMEM151B ZNF557 KMT2A AAK1 SLC7A11 DLAT IL20RB ATF7IP SEC24C ZNF37A CDKN2AIP P2RY4 ZNF439 LTA ZNF682 IQCJ RAD54L2 LACC1 ZNF578 ZFP1 LENG8 SLAIN2 SRP19 TOR1AIP1 ZNF189 PLLP NXPH2 SCAI SENP3 TMEM245 ZNF136 ASCL1 ADAMTS1 SEC61B QRSL1 ZNF721 DSG3 CDK12 SHISA6 ZNF195 FANCL LRP4 ZNF728 ZNF208 FOXA1 SYNJ2BP PURA ALDH2 MIR6825_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6825_5P MEST CASTOR2 CBX6 TGIF1 TAB1 CABLES1 HMGA1 GPSM1 B3GALNT2 MTSS2 CBL PDPR LYSMD1 GRIK3 WNK3 ZBTB7A GZF1 TREM1 ATP5MC2 ARHGDIA SLC9A5 OS9 CREB3L2 AMER1 BCL9 CRYGN COL5A3 CDK20 UBTF GNB3 CAPN11 BRPF1 ADCY9 CST9 ZDHHC3 PDE4A FIGNL2 ETNK1 STXBP1 FXYD6 PCDHGA5 NRBP1 PKLR SLC7A8 MRO GRAMD1B PCDHGA11 COPS7B NCOA1 PCDHGC3 RAB43 SMARCA2 N4BP1 SLC25A45 CASKIN1 PPP4R3A TRIM3 FAM222B IKZF3 MMP28 PGAP3 PDIA6 LRRC15 CAVIN1 LIF CD6 IFI35 SPTB MATN1 PXN THAP11 DYRK1B TMEM225B NFYC KCNQ2 CYP26B1 CDK18 PDE1B C6orf89 IER5 IQSEC3 DBNDD1 PDX1 URM1 PADI2 NFIC PROM2 MAPK3 TSPYL5 SYNGAP1 BARHL1 FAM111A PTPRU RAB35 SMUG1 TRAF3 CSNK1A1 CRABP2 RAP1GAP2 STAT2 CTIF PHYHIP AGO1 SPEG PYCR3 SCARA5 MIP PRKAR1B ELAVL3 AP3B2 KIF13B ASIC1 PPARD APLNR PRSS55 ZSCAN31 PACSIN1 GLG1 MOB3A SLC39A3 IGF2 CACNG7 TNRC6B SUSD6 ZNF385A ZBTB7B C1orf21 CLASP1 BSDC1 MEIS2 PRX AMOTL1 SRRM4 SLC6A17 SLC18A1 SLC9A3R2 FAM131B ABCB8 NFASC UBE2D4 GOLT1A SCRT1 POU2F2 PCDHGA3 EFNA4 NBL1 SORT1 ELF4 ARHGAP9 EPHA8 SHISA9 CIB2 CS SCN4B PPT2 TMEM63C TSPAN11 NACC1 PRRT2 MYH9 CLSTN1 SOX12 ZMYND11 DACT2 WHRN ADCYAP1R1 JADE2 BRF1 RIMS3 RAPGEFL1 COPZ1 OGDH ITGA3 HABP2 PCDHGA9 CDKN1A SORBS3 ATF7IP2 CNPY3 NAA15 CACNB2 BACH2 R3HDM4 BEGAIN SLC7A6 CABP2 CRY2 SMAP2 KDM5C PROK1 DNM1 CDK5RAP1 RTL8A TMEM104 UNC5B CNTNAP5 SPIB RARG APLP2 ATXN1L VAMP2 NOVA2 KRTAP10-11 AGPAT1 RD3 FSCN1 ATP2A1 EPB41L1 PCDHGB3 UROC1 PFN1 TRIM67 EAF1 SIRPG LRRC32 NEUROD2 USP37 SRF IDS NAV1 NAAA ADAMTS6 KIF18B GPD1 SEMA6B PLGLB2 LRFN2 SPOCK2 SIRPA PSMD1 JPH4 PPP2R1A GTPBP1 BEST3 VAT1 MLLT1 LRRN2 BTG2 CELSR2 PA2G4 PPP1R9B ZFP91 GNAO1 CELF3 BCAS1 HS3ST4 SPTBN4 ZNF609 DLK1 TIMP4 FOXP4 SHISA6 MIDEAS PHF8 SLC35C1 ILRUN SPPL2B MBD1 SLC9A1 TMEM86A TAOK1 FAM53C ELK1 BCAM FLT4 AP2A1 ZDHHC5 LMNA DES ARHGEF11 PHF23 NOS1 SYP ATXN2L DTX4 CDC42SE1 STAT3 PLP2 SIDT2 FHL3 ATP8B2 PDGFB LIX1L NCDN MKNK2 SOGA1 PRKACA SV2A CDC42BPA SRGAP3 SNX33 KIF5A MAP1A SLC2A4 VASH1 RAVER1 NR1D1 CPEB3 RAB5C DYRK2 CELF5 NGFR ZNF703 PLXNA4 PATE3 EPHB4 FBXO41 NECTIN1 DHRS11 PCDHGA10 UNC119 KMT5C NRL DNAJB12 DAAM2 HDAC3 GNG7 PIAS4 HCFC1 PRLHR YBX2 ATN1 FGFBP3 HSPB6 SLIT3 CDR2L THEM5 PCDHGA2 C19orf84 MEX3A HOXB5 DDHD1 FAM102A MOGAT2 GLP1R DIRAS1 SYNDIG1L TULP1 PCDHGA12 RPP25 PIKFYVE OLFML2A B3GNT7 IQSEC2 LIMK2 LDLRAP1 PILRB EXTL3 KIAA0930 FA2H CTDSP1 SPINDOC CENPB SHANK1 ACY3 PLEKHH1 LDLRAD2 TTYH3 DPYSL4 SPRYD3 RNASE13 MGAT5B PAX7 MGAT3 PCDHGB7 ARID3B HP1BP3 YPEL4 PFKFB2 YWHAE KIRREL3 C11orf87 SLC7A1 PCDHGA8 PCDHGA1 ZC3H7B RNF26 BBS1 PRND RTL8C SREBF2 KCNQ3 ANKRD52 AQP2 SCAMP4 TRIM66 BSN SPATA31D3 PCDHGC5 ZFP3 IFT140 SEMA4G FAM53A HECTD4 PCDHGA7 PHF19 B3GAT1 OAF LANCL2 PRR12 CCDC113 UBE2Q1 MIEN1 VWC2 POMT2 ZC3H18 PLGLB1 CLCF1 SCAI PRSS53 XIRP1 CNOT3 C1QTNF6 TNRC6A TTBK1 PURA MIR26A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR26A_5P ATM MTTP UBN2 SNX20 GMDS SLC38A2 PFDN4 TENT2 NEK1 HMGA1 RBM24 NID1 ATP11C KLF4 SULF1 WNK3 PFKFB3 TNRC6C ADAM19 DGKH RAB5IF LOXL2 ZDHHC18 B4GALT4 UBE2E2 SEPTIN10 BOD1 ANKRD28 DDX17 ATF2 STRADB TGIF2-RAB5IF BBX MTDH FRMD4B ETNK1 CPSF2 JAG1 LSM12 TMC7 NAB1 SEMA6D SSH2 REST MYH10 PARP14 RGS4 ICE1 MRAS ADRA1A PTPRD PPP1R3D MIER3 ARPP19 ADAM23 CHAC1 ACVR1C ABCC4 OVOL2 HOXC4 CIPC TET3 TNNT1 NABP1 EIF4G2 CREB1 TAF2 ERC2 ZNF608 GRHL3 FGD1 C16orf70 RHOQ CTH PIM1 DLG5 PLCB1 HEPHL1 MTX2 PSD3 ACBD5 MAP7 THUMPD3 C2CD5 PLOD2 CSRNP2 TRIM65 MICAL3 OSBPL11 PLP1 RAP2C OSBPL2 NCEH1 CTTNBP2NL TAF9B SLC24A4 SLC25A16 FPGT EYA3 SRSF6 PHF20L1 PHF3 YTHDF3 ZNF410 PITPNC1 G3BP2 USP25 CAMSAP2 LTBP1 MXI1 LMLN SLC19A2 TNRC6B NFE2L3 BLOC1S2 ART3 SLC16A6 IL18R1 SRCAP ANKS1B CELF2 RNF141 TM2D3 GPALPP1 SERBP1 RCBTB1 GSK3B CDK2AP1 CREBBP GABRA4 RPS6KA6 FAM172A SLC4A4 CTSV UBA5 CPPED1 NUP50 GNA13 BID ZBTB18 DUSP5 EPC2 CHFR CDK8 NIPAL2 PPP1R15B SLC25A36 POLR3G PLEKHG1 PCDH9 SRP19 RNF6 AKAP7 FRAT2 MDN1 SLC33A1 YAF2 EIF5 SKP2 CPED1 ERLIN1 RLF FAM136A RHD SNN NHS TRPC3 CHSY1 ACADM MSMO1 FAM8A1 PTEN NT5C1B-RDH14 SV2C CDH20 CHD1 ANKS1A STXBP5 ATAD1 ANKRD63 NAA15 ZNF235 CACNB2 TWF1 NUS1 CACNA1C PRKCD FBXO11 SLC45A4 SLC35E4 FGF18 BARD1 UBE2G1 TMEM248 PCDH18 COL10A1 TP53INP1 ZFHX4 FAM160A1 NAMPT ATPAF1 TMEM184B IQCJ ZNF516 PAK2 CNOT4 BTG1 SLC36A4 RCN2 VDAC1 EAF1 ULK1 ZDHHC20 CXADR SLC2A13 TMEM106B EP400 USP37 EPB41L3 SACS ZDHHC6 HSPA8 MAP2 RESF1 GMFB TMEM68 SMAD1 PPP4R1 TBC1D4 FLVCR1 ADAM9 KPNA6 ADAMTS6 RSPRY1 PRKCQ G2E3 PGM2 KPNA2 DENND1B PALM3 CDH4 ARMCX2 B3GNT5 DCDC2 ALDH5A1 EZH2 SHANK2 USP3 COL19A1 LEF1 EPC1 PEX13 ARL5B VGLL4 GABRB2 CHORDC1 SLC2A14 MPP6 USP53 USP9X CARF TRANK1 CD200 UBE2J1 HOXD13 BRWD1 MCL1 SLC22A23 CEP350 SCAMP1 MTM1 COMMD8 TMEM135 PPP3CB TMEM86A TAOK1 C18orf25 ADAM17 RALYL MAB21L1 PCNX1 PHF6 INHBB MARK1 HGF MFSD14A CAMSAP1 SENP5 RCOR1 DOCK4 REEP3 ARFGEF1 MTFMT ZFC3H1 TRIB2 ITGB8 ARHGAP21 PELI2 ACSL3 TMCC1 BAG4 SSX2IP MKNK2 STYX FAM98A TMEM265 ITGA6 COL1A2 TANC2 MCUR1 FBXL19 FBXO28 KCNJ2 MMP16 UBE4B MAEA GNPNAT1 MAT2A SLC25A20 ZIC5 LIN28B SAMD8 SFXN1 PARPBP CCND2 TTPAL KLHL42 JARID2 PAN3 MATR3 MAP3K7 CPD TNPO1 TOP1 RYK GPSM1 ZNF469 CDK6 POLH BEND4 CNTNAP3 ABHD5 PRR5L ADM TTPA CASZ1 CDC6 HOXA9 ADAMTS19 PMAIP1 PHF14 EP300 SH3RF1 CREBZF LRRC2 ELAVL2 ZCCHC24 NIPA1 PHTF2 RPGR ZSWIM6 CTXN3 RTF1 UHRF1BP1 ATXN7 ST6GAL2 BFAR KIAA2013 FANCF STRBP ITGA5 VANGL2 GMNC SELP SLC5A1 OTUD4 ABL2 SLC1A1 THAP2 CLASP2 FA2H CARMIL1 APPL2 DAPK1 ATP1A2 LSM11 UCK2 PLEKHH1 BCR ATAD2B UBE2H RCC1L SH3PXD2A PHLDB2 TOB1 CCDC6 PPP3R1 RAB21 RCN1 CCNJ SFPQ SOCS7 ZNF664 HERC2 SLC9A2 ULK2 E2F7 HTR1B UGT8 NAGPA CCDC82 YPEL1 BAZ2B FAM199X EIF2S1 RB1 MAN2A1 PIK3R3 NACC2 PGRMC2 CELSR1 PTGS2 BAK1 SLC30A7 CEMIP2 ZNF598 SBNO1 PFKFB2 ESR1 SUZ12 KLHL18 HAS3 BHLHE40 RBM20 ARL6IP6 SLC7A11 NLK CTNND2 TTC13 NATD1 LNX2 CNTNAP3B RDH14 TMEM260 MAPK6 BBS7 CCDC28A MIER1 UBR3 TFAP2A SPDYE5 ASPN NUDT11 GPR52 SRGAP1 SFT2D3 PHF21A TBC1D15 CREBRF PAWR NAP1L5 APCDD1 PDHX WNK1 TBC1D30 NCOA4 KCNQ4 AMOT GOLGA3 DMRT3 ALS2 CRADD TET2 CILP KBTBD8 STK39 MLANA USP15 HOXA5 DMXL1 RHOU SYT10 TNRC6A PECAM1 ZNF462 RFK DNA2 TET1 LARP1 HMGA2 RASSF3 PAG1 MIR149_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR149_3P MINK1 ZSCAN30 CASTOR2 AP1S1 CBX6 PLCXD1 LYN MNT ZNF384 HYI KCNIP1 C20orf96 MYO1C RBM24 ALPG C1RL HOXA10 SLC22A11 PLA2G2A PITPNM3 ARHGDIA CREB3L2 SAV1 BCL9 PARP11 COL5A3 IGSF8 IRGQ PITPNM2 PTPRA C1orf210 RUSC1 CYHR1 PAIP2B STXBP1 CCDC69 TSKU CSDC2 GFOD2 MTF1 TGFBR3L COPS7B CORO2B SLC25A23 MYH14 N4BP1 THTPA CASKIN1 TNS1 CASP10 VWA5B2 PCBD1 IKZF3 DAB2IP LRP1 C3orf35 KIF1A AHDC1 TIMP3 ACKR2 HOXC4 KCNQ2 ARFRP1 SERPINA1 CYP26B1 CAPZB BICDL1 TET3 PDE7A STIM1 IQSEC3 PIK3R2 MIEF2 ERI3 ATXN2L NFIC TBC1D24 AR APOA5 SYNGAP1 RAB35 VPS37C ADAM12 RAP1GAP2 GANAB AGAP2 PHYHIP SMG6 RALGDS FURIN RNF38 MDM4 KCTD10 PTK2 ELAVL3 RASSF5 DEPDC5 ASIC1 EYA3 TPCN1 PPARD FBXO10 PTMS APLNR INKA2 PACSIN1 HK1 NFIX NAV2 GRSF1 ABHD14B SARM1 SUSD6 ZNF385A ORAI2 MPP2 SRRM4 KIF21B ATP8A2 SLC9A3R2 TLNRD1 FAM131B FNIP1 MAPT ABCB8 NFASC CIC DLGAP4 MGRN1 SCRT1 POU2F2 PRICKLE1 THY1 FIBCD1 ATXN1 ZCCHC3 RBFOX2 CLIP2 VSIG10L SCN4B TMEM63C NACC1 ERF WDTC1 SOX12 SUPT5H ADCYAP1R1 RIMS3 G6PC3 PRR32 COL11A2 SSBP3 RAB5B RPL32 YWHAQ POLR2E RSPO4 PRKACA STX1A SLC12A4 FAIM2 CDKN1A ABCG4 PRR30 EIF4EBP2 CERCAM MAP11 SH3BP2 KCNQ4 STARD9 ZNF710 ELFN2 SPRY4 ARHGAP23 DNM1 ATF7 TMEM104 UNC5B MAFF NRSN2 AP2A1 RPH3AL GALNT2 ALPL VAMP2 NOVA2 RAB11B TMEM184B AGPAT1 FSCN1 BCL2L1 COL6A1 VSIR NOX1 NCOR2 CSF2RB MORC4 TRIM67 CAMK1 RAB37 RRP15 USP37 DAGLA KLC2 RHOC FAT2 TAP1 MAP3K9 KIF18B PNPLA2 SLC8A2 PKNOX2 ACP3 PRKCA PBX2 SLC6A11 KCND3 POLR1G TOMM40 PA2G4 KHSRP PPP1R9B CARM1 GNAO1 TMEM120B XYLT1 CBLN3 SLC4A8 DLK1 PSMB2 RTN3 FOXP4 IFFO2 SHISA6 B9D1 SLC22A23 STX2 METTL21A BET1L NIBAN2 MECP2 ADGRL1 ELK1 PEX2 FLT4 MMP19 KIAA1549 SAMD10 AVPR2 DES ARHGEF11 DESI1 NOS1 SH3GL1 SENP5 HMGXB3 SHISA7 DTX4 XKR6 PRG4 MTFMT GLDN CYP1A2 PPM1J CPQ RNF24 GRK2 CCDC180 MKNK2 ANKRD45 SOGA1 SV2A SYT15 SYN2 NDST1 CDC42BPA PLAGL2 GPM6B KIF5A CSMD2 PNMA2 SLC2A4 MEF2D RNF222 FGFR1OP2 RAVER1 NR1D1 PARVG HIPK2 NGFR PLXNA4 RPS6KA2 TMEM164 ZFAND5 MAVS NECTIN1 SORCS1 AC016876.1 SYT7 NUP98 TAF4 NPTXR POLH MGAT5B IL2RG ZNF667 TMTC1 SYNJ1 EDNRA PAPOLG SMARCD1 CSF1 POU2AF1 HCFC1 YBX2 MTA2 ELAVL1 F11R MRPL43 ZNF544 CALN1 DUSP4 ADAM21 CCDC43 CDR2L ARPC2 GNAT1 MLLT6 KRTAP4-11 SLC35F6 MEX3A CTSD STK35 PPM1F MYRF GLP1R WNT9B TSPAN18 SLITRK5 DDX18 FANCF TUBB4A KCNK15 DDAH1 HOXB8 BAZ2A NLGN3 NYNRIN RELT PPP5D1 FAM131C ALX4 SBF1 SUFU TMEM252 TTYH3 LZTS3 KSR2 CNP DUSP8 RHO FOXK1 SV2C PNPO IQSEC1 NUTM2G RAD51B YPEL4 SEC22B S100A5 CNGA2 DACT1 BAZ2B AGAP1 SLC7A1 CHST3 NTSR1 PACS1 DISP3 MXD3 C2CD2L CNNM1 RFT1 ZNF518B ATP2A3 ARNT2 C9orf78 SREBF2 LRRC4B RNMT ANKRD52 ABO SCAMP4 BSN RBMS2 PLEKHA5 PIGR SYNGR1 PIK3C2B CDC23 ABCB5 PXDC1 PTPRJ SOX13 RNF44 ZBTB4 LENG8 OAF RAB3IL1 ENTPD2 PRR12 TFAP2B RPRD2 RALB GGCX SDC3 UTP11 NPTX1 APCDD1 POMT2 SDK1 DPF3 MYO10 KRT75 PLA2G4E ARPC4-TTLL3 MEAK7 PDLIM2 MDC1 GSK3A RPL15 DNAJB2 MVB12B CSDE1 PURA MIR26B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR26B_5P ATM MTTP UBN2 SNX20 GMDS SLC38A2 PFDN4 TENT2 NEK1 HMGA1 RBM24 NID1 ATP11C KLF4 SULF1 WNK3 PFKFB3 TNRC6C ADAM19 DGKH RAB5IF LOXL2 ZDHHC18 B4GALT4 UBE2E2 SEPTIN10 BOD1 ANKRD28 DDX17 ATF2 STRADB TGIF2-RAB5IF BBX MTDH FRMD4B ETNK1 CPSF2 JAG1 LSM12 TMC7 NAB1 SEMA6D SSH2 REST MYH10 PARP14 RGS4 ICE1 MRAS ADRA1A PTPRD PPP1R3D MIER3 ARPP19 ADAM23 CHAC1 ACVR1C ABCC4 OVOL2 HOXC4 CIPC TET3 TNNT1 NABP1 EIF4G2 CREB1 TAF2 ERC2 ZNF608 GRHL3 FGD1 C16orf70 RHOQ CTH PIM1 DLG5 PLCB1 HEPHL1 MTX2 PSD3 ACBD5 MAP7 THUMPD3 C2CD5 PLOD2 TRIM65 MICAL3 OSBPL11 PLP1 RAP2C OSBPL2 NCEH1 CTTNBP2NL TAF9B SLC24A4 SLC25A16 FPGT EYA3 SRSF6 PHF20L1 PHF3 YTHDF3 ZNF410 PITPNC1 G3BP2 USP25 CAMSAP2 LTBP1 MXI1 LMLN SLC19A2 TNRC6B NFE2L3 BLOC1S2 ART3 SLC16A6 IL18R1 SRCAP ANKS1B CELF2 RNF141 TM2D3 GPALPP1 SERBP1 RCBTB1 GSK3B CDK2AP1 CREBBP GABRA4 RPS6KA6 FAM172A SLC4A4 CTSV UBA5 CPPED1 NUP50 GNA13 BID ZBTB18 DUSP5 EPC2 CHFR CDK8 NIPAL2 PPP1R15B SLC25A36 POLR3G PLEKHG1 PCDH9 SRP19 RNF6 AKAP7 FRAT2 MDN1 SLC33A1 YAF2 EIF5 SKP2 CPED1 ERLIN1 RLF FAM136A RHD SNN NHS TRPC3 CHSY1 ACADM MSMO1 FAM8A1 PTEN NT5C1B-RDH14 SV2C CDH20 CHD1 ANKS1A STXBP5 ATAD1 ANKRD63 NAA15 ZNF235 CACNB2 TWF1 NUS1 CACNA1C PRKCD FBXO11 SLC45A4 SLC35E4 FGF18 BARD1 UBE2G1 TMEM248 PCDH18 COL10A1 TP53INP1 ZFHX4 FAM160A1 NAMPT ATPAF1 TMEM184B IQCJ ZNF516 PAK2 CNOT4 BTG1 SLC36A4 RCN2 VDAC1 EAF1 ULK1 ZDHHC20 CXADR SLC2A13 TMEM106B EP400 USP37 EPB41L3 SACS ZDHHC6 HSPA8 MAP2 RESF1 GMFB TMEM68 SMAD1 PPP4R1 TBC1D4 FLVCR1 ADAM9 KPNA6 ADAMTS6 RSPRY1 PRKCQ G2E3 PGM2 KPNA2 DENND1B PALM3 CDH4 ARMCX2 B3GNT5 DCDC2 ALDH5A1 EZH2 SHANK2 USP3 COL19A1 LEF1 EPC1 PEX13 ARL5B VGLL4 GABRB2 CHORDC1 SLC2A14 MPP6 USP53 USP9X CARF TRANK1 UBE2J1 HOXD13 BRWD1 MCL1 SLC22A23 CEP350 SCAMP1 MTM1 COMMD8 TMEM135 PPP3CB TMEM86A TAOK1 C18orf25 ADAM17 RALYL MAB21L1 PCNX1 PHF6 INHBB MARK1 HGF MFSD14A CAMSAP1 SENP5 RCOR1 DOCK4 REEP3 ARFGEF1 MTFMT ZFC3H1 TRIB2 ITGB8 ARHGAP21 PELI2 ACSL3 TMCC1 BAG4 SSX2IP MKNK2 STYX FAM98A TMEM265 ITGA6 COL1A2 TANC2 MCUR1 FBXL19 FBXO28 CD200 KCNJ2 MMP16 UBE4B MAEA GNPNAT1 MAT2A SLC25A20 ZIC5 LIN28B SAMD8 SFXN1 PARPBP CCND2 TTPAL KLHL42 JARID2 PAN3 MATR3 MAP3K7 CPD TNPO1 TOP1 RYK GPSM1 ZNF469 CDK6 POLH BEND4 CNTNAP3 ABHD5 PRR5L ADM TTPA CASZ1 CDC6 HOXA9 ADAMTS19 PMAIP1 PHF14 EP300 SH3RF1 CREBZF LRRC2 ELAVL2 ZCCHC24 NIPA1 PHTF2 RPGR ZSWIM6 CTXN3 RTF1 UHRF1BP1 ATXN7 ST6GAL2 BFAR KIAA2013 FANCF STRBP ITGA5 VANGL2 GMNC SELP SLC5A1 OTUD4 ABL2 SLC1A1 THAP2 CLASP2 FA2H CARMIL1 APPL2 DAPK1 ATP1A2 LSM11 UCK2 PLEKHH1 BCR ATAD2B UBE2H RCC1L SH3PXD2A PHLDB2 TOB1 CCDC6 PPP3R1 RAB21 RCN1 CCNJ SFPQ SOCS7 ZNF664 HERC2 SLC9A2 ULK2 E2F7 HTR1B UGT8 NAGPA CCDC82 YPEL1 BAZ2B FAM199X EIF2S1 RB1 MAN2A1 PIK3R3 NACC2 PGRMC2 CELSR1 PTGS2 BAK1 SLC30A7 CEMIP2 ZNF598 SBNO1 PFKFB2 ESR1 SUZ12 KLHL18 HAS3 BHLHE40 RBM20 ARL6IP6 SLC7A11 NLK CTNND2 TTC13 NATD1 LNX2 CNTNAP3B RDH14 TMEM260 MAPK6 BBS7 CCDC28A MIER1 UBR3 TFAP2A SPDYE5 ASPN NUDT11 GPR52 RFX3 SRGAP1 SFT2D3 PHF21A TBC1D15 CREBRF PAWR NAP1L5 APCDD1 PDHX WNK1 TBC1D30 NCOA4 KCNQ4 AMOT GOLGA3 DMRT3 ALS2 CRADD TET2 CILP KBTBD8 STK39 MLANA USP15 HOXA5 DMXL1 RHOU SYT10 TNRC6A PECAM1 ZNF462 RFK DNA2 TET1 LARP1 HMGA2 RASSF3 PAG1 MIR424_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR424_5P CBX6 UBN2 SLC20A2 PTPRR MNT FERMT2 PIAS2 ZNF622 HMGA1 TARBP2 CACNA1E NRN1 DMPK EGLN1 GLS2 WNK3 DNAJB4 TRAM1 DDX3X TMEM178B VEGFA ARHGDIA STK33 HTR2A AMER1 SAV1 QKI PHF19 GPATCH8 ENAH FBXW7 STRADB SCOC DCP1A ZDHHC15 SEMA5B ATXN2 ETNK1 ZNF367 SLC11A2 HSPA4L SIK1B CFAP45 VPS33B TRABD2B TMC7 SEMA6D PDK4 N4BP1 IPO7 CDC37L1 KIF23 ZNRF2 RBBP6 ARHGAP12 RBM12 PTPRD CMC4 TMEM183A FAM91A1 TBPL1 RAD23B WWC1 TBL1XR1 IKBKB CYB561A3 CPEB2 PDZD8 NR2C2 ATG9A CHAC1 GALNT13 RASGEF1B RAD50 CYP26B1 COP1 ANKRD46 SMAD7 GPR63 MYLK PAPPA DLL1 PPM1A HEPHL1 AXIN2 IGF2R SLC9A6 PRDM4 MYO5A GHR MKNK1 RREB1 STXBP5 KDSR IARS1 PIP4P1 UBE2V1 ZC3H13 IPPK MOB3B LUZP1 FGFR1 SALL1 ZSCAN31 SEL1L3 USP25 UNC80 CHUK TNRC6B FAM110C HERC6 C1orf21 CC2D1B SREK1 AMOTL1 BTRC SYNRG RASSF8 ABL2 GAREM1 SERBP1 ST8SIA3 C1QL3 RPS6KA6 NUP50 SPRED1 ZCCHC3 SLC36A1 SLC13A3 FBXO21 STXBP3 CDCA4 EDA APLN WBP11 PCDH9 CHIC1 RFX3 ACVR2A CASK MKX CDK5R1 ADRB2 SYT4 MGAT4A LRIG2 NSMF UROS SUCO DYRK1B FAM122B CNOT6L ATG13 WNT3A RETREG2 KIF21A PTPN3 TGFBR3 UBQLNL WNT7A IFT74 MYB KCNG4 ZFHX3 HELZ ANKS1A CAPRIN1 DDX3Y TMEM154 CLCN4 ROCK2 CCND1 SMURF1 P3H2 GABARAPL1 CCNE1 LAMP3 CYP2S1 TMEM199 RNF217 WEE1 SALL4 CD47 SHOC2 CXCR5 SOBP TSC22D2 KLHL2 CD80 SLIT2 SEH1L RUNDC3B SESN1 ST7L PIP4P2 ZNHIT6 ELL ATF6 ZFHX4 ATXN1L TLK1 KIF1B CUX1 SRPRA ATXN7L3B RBM6 UBFD1 NSG1 RBM24 DENND4A COPS7B DCLK1 ARL2 ARHGAP20 PPM1E LRRN3 ELMOD1 PEDS1-UBE2V1 TNFSF13B RSPO3 C2orf42 ANO3 CDC25A GRM7 NCS1 PDE3B GSTCD PAFAH1B1 KIF3B GFAP KCTD8 SNRPB2 UTP25 NAV1 SKI SLC25A37 DIXDC1 CDC42SE2 COL12A1 DPY19L4 MAP3K9 HSPG2 FGF2 OOEP E2F3 DENND1B PPT2 SLC6A11 ILDR2 PRRC2C USP31 SUMO3 WDTC1 BTG2 LITAF ZC2HC1A PCMT1 GCC2 KIF5B DEPDC4 EPHB2 ABCF3 INSR CARM1 MTFR1L TMEM100 ZNF691 TUBA4A SGK1 PEX13 CAPZA2 SSTR3 SLC2A14 ZCCHC2 SYPL1 NHLRC2 PLAG1 CHEK1 UNC5D TRANK1 GATAD2A MIDEAS MOB4 GALNT7 EYA1 LGR5 RICTOR NOB1 CLUH TMEM135 RNF10 YTHDC1 GGA3 ADGRL1 NAPG KCNN4 MTMR3 ZMYM2 CCNT1 MYEF2 HMBOX1 SAMD10 EXOC3L2 STOX2 TFAP2A DESI1 NOS1 MYO5B RAB9B RNF144B SLC35G1 MED26 AHCYL2 PELI2 LRP6 AKT3 BAG4 MASP1 CSRNP1 ZBTB44 TCAIM FAM89A WIPI2 XPO7 EZH1 CEP85L RECK RS1 USP44 SCN8A CASR KCNJ2 PPP2R1B UBE4B RAB11FIP2 CMPK1 PLRG1 PAFAH1B2 HIGD1A CPEB3 SEMA3A SLC39A10 SYDE2 MYBL1 TLL1 PTH AGO1 SETD3 ARMH4 CCND2 PLXNA4 IVNS1ABP ZBTB46 RASEF ABHD2 JARID2 COBLL1 CCDC88C NECTIN1 CPSF7 CPD ISLR PNPLA6 CHD2 SNX16 BCL2L2 CBX2 HIPK2 NF1 SYNJ1 MAN2A2 LATS1 SLC12A2 BCL11B CACNA2D1 AVL9 MCU OTX1 ARL3 YWHAH SPTLC1 ZBTB34 FLT3 SEPTIN2 LRIG1 GNAT1 DRD1 ATXN7L1 AK4 FASN FBXL20 ZNF449 SOX6 ARMCX2 PCDH17 MEX3C PDIA6 SSR1 BTAF1 VPS4A ELAC1 TBP ARIH1 HECTD1 OGT ASH1L TMEM268 SIRT4 LRP2 RARB SON LSM11 ZBTB20 PPP1R11 HTR4 LAMC1 LDLRAD2 PPP6R3 RUNX1T1 CD2AP CDK8 C12orf76 SPRYD3 ATG14 LRRK1 G2E3 CCDC6 FOXK1 UBE4A TMCC1 SOCS6 RAB30 RELN KRTAP11-1 CDK17 SPTBN2 AGO4 TAB3 CHPT1 DYNC1LI2 EPHA7 ACTR2 OMG RAB9A SYT3 ARFGAP2 DMTF1 TFCP2L1 MFN2 MAP3K13 RBPJ ARHGAP32 SH3GL2 RPS6KA3 LURAP1L TGIF2 MAMSTR PARVA TENM2 ZBTB39 TRIM66 UNC13A FAM81A PLPP1 EPC1 USP42 SNTB2 DENND2C CBX4 UBR3 FAM133B USP3 PTPN4 ADAMTS3 MEOX2 NAA25 FAM135A KANK1 KCNK10 SIK1 KRTAP4-6 SIPA1L2 NUFIP2 NRP2 CREBRF BZW1 CEP55 UBE2Q1 CACUL1 LARGE2 MAP2K1 SMIM13 ATXN7L2 ACVR2B CD3E ANKUB1 AMMECR1 AMOT JPH3 TMEM245 ATXN7L3 ACOX1 SEC24A PIK3R1 POU2F1 PISD KIF5C CLOCK RET USP15 NFATC3 ZMAT3 RFK PLXNC1 FGF7 CSDE1 SLC4A4 ZNRF3 PAG1 MIR497_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR497_5P CBX6 UBN2 SLC20A2 PTPRR MNT FERMT2 PIAS2 ZNF622 HMGA1 TARBP2 CACNA1E NRN1 DMPK EGLN1 GLS2 WNK3 DNAJB4 TRAM1 DDX3X TMEM178B VEGFA ARHGDIA STK33 HTR2A AMER1 SAV1 QKI PHF19 ENAH FBXW7 STRADB SCOC DCP1A ZDHHC15 SEMA5B ATXN2 ETNK1 ZNF367 SLC11A2 HSPA4L SIK1B CFAP45 VPS33B TRABD2B TMC7 SEMA6D ANXA11 PDK4 N4BP1 IPO7 CDC37L1 KIF23 ZNRF2 RBBP6 ARHGAP12 RBM12 PTPRD CMC4 TMEM183A FAM91A1 TBPL1 RAD23B WWC1 TBL1XR1 IKBKB CYB561A3 CPEB2 PDZD8 NR2C2 ATG9A CHAC1 GALNT13 RASGEF1B RAD50 CYP26B1 COP1 ANKRD46 SMAD7 GPR63 MYLK PAPPA DLL1 PPM1A HEPHL1 AXIN2 IGF2R SLC9A6 PRDM4 MYO5A GHR MKNK1 RREB1 STXBP5 KDSR IARS1 PIP4P1 UBE2V1 ZC3H13 IPPK MOB3B LUZP1 FGFR1 SALL1 ZSCAN31 SEL1L3 USP25 UNC80 CHUK TNRC6B FAM110C HERC6 C1orf21 CC2D1B SREK1 AMOTL1 BTRC SYNRG RASSF8 ABL2 GAREM1 SERBP1 ST8SIA3 C1QL3 RPS6KA6 NUP50 SPRED1 ZCCHC3 SLC36A1 SLC13A3 FBXO21 STXBP3 CDCA4 EDA APLN WBP11 PCDH9 CHIC1 RFX3 ACVR2A CASK MKX CDK5R1 ADRB2 SYT4 MGAT4A LRIG2 NSMF UROS SUCO DYRK1B FAM122B CNOT6L ATG13 WNT3A RETREG2 KIF21A PTPN3 TGFBR3 UBQLNL WNT7A IFT74 MYB KCNG4 ZFHX3 HELZ ANKS1A CAPRIN1 DDX3Y TMEM154 CLCN4 ROCK2 CCND1 SMURF1 P3H2 GABARAPL1 CCNE1 LAMP3 CYP2S1 TMEM199 RNF217 WEE1 SALL4 CD47 SHOC2 CXCR5 SOBP TSC22D2 KLHL2 CD80 SLIT2 SEH1L RUNDC3B SESN1 ST7L PIP4P2 ZNHIT6 ELL ATF6 ZFHX4 ATXN1L TLK1 KIF1B CUX1 SRPRA ATXN7L3B RBM6 UBFD1 NSG1 RBM24 COPS7B DCLK1 ARL2 ARHGAP20 PPM1E LRRN3 PEDS1-UBE2V1 TNFSF13B RSPO3 SMURF2 C2orf42 ANO3 CDC25A GRM7 NCS1 PDE3B GSTCD PAFAH1B1 KIF3B GFAP KCTD8 SNRPB2 UTP25 NAV1 SKI SLC25A37 DIXDC1 CDC42SE2 COL12A1 DPY19L4 SLC39A9 GPATCH8 MAP3K9 HSPG2 FGF2 OOEP E2F3 DENND1B PPT2 SLC6A11 ILDR2 PRRC2C USP31 SUMO3 BTG2 LITAF ZC2HC1A PCMT1 GCC2 KIF5B DEPDC4 EPHB2 ABCF3 INSR CARM1 MTFR1L TMEM100 ZNF691 TUBA4A SGK1 PEX13 CAPZA2 SSTR3 SLC2A14 ZCCHC2 SYPL1 NHLRC2 PLAG1 CHEK1 UNC5D TRANK1 GATAD2A MIDEAS MOB4 GALNT7 EYA1 LGR5 RICTOR NOB1 CLUH TMEM135 RNF10 YTHDC1 GGA3 ADGRL1 NAPG KCNN4 MTMR3 ZMYM2 CCNT1 MYEF2 HMBOX1 SAMD10 EXOC3L2 STOX2 TFAP2A DESI1 NOS1 MYO5B RAB9B RNF144B SLC35G1 MED26 AHCYL2 PELI2 LRP6 AKT3 BAG4 MASP1 CSRNP1 ZBTB44 TCAIM FAM89A WIPI2 XPO7 EZH1 CEP85L RECK RS1 USP44 SCN8A CASR KCNJ2 PPP2R1B UBE4B RAB11FIP2 CMPK1 PLRG1 PAFAH1B2 HIGD1A CPEB3 SEMA3A SLC39A10 SYDE2 MYBL1 TLL1 PTH AGO1 KIF1C SETD3 ARMH4 CCND2 PLXNA4 IVNS1ABP ZBTB46 RASEF ABHD2 JARID2 COBLL1 CCDC88C NECTIN1 CPSF7 CPD ISLR PNPLA6 CHD2 SNX16 BCL2L2 CBX2 HIPK2 NF1 SYNJ1 MAN2A2 LATS1 SLC12A2 BCL11B CACNA2D1 AVL9 MCU OTX1 ARL3 YWHAH SPTLC1 ZBTB34 FLT3 SEPTIN2 LRIG1 GNAT1 DRD1 ATXN7L1 AK4 FASN FBXL20 ZNF449 SOX6 ARMCX2 PCDH17 MEX3C PDIA6 SSR1 BTAF1 VPS4A ELAC1 TBP ARIH1 HECTD1 OGT ASH1L TMEM268 SIRT4 LRP2 RARB SON LSM11 ZBTB20 PPP1R11 HTR4 LAMC1 LDLRAD2 PPP6R3 RUNX1T1 CD2AP CDK8 C12orf76 SPRYD3 ATG14 LRRK1 G2E3 CCDC6 FOXK1 UBE4A TMCC1 SOCS6 RAB30 RELN KRTAP11-1 CDK17 SPTBN2 AGO4 TAB3 CHPT1 DYNC1LI2 EPHA7 ACTR2 OMG RAB9A SYT3 ARFGAP2 DMTF1 TFCP2L1 MFN2 MAP3K13 RBPJ ARHGAP32 SH3GL2 RPS6KA3 LURAP1L TGIF2 MAMSTR PARVA TENM2 ZBTB39 TRIM66 UNC13A FAM81A PLPP1 EPC1 USP42 SNTB2 DENND2C CBX4 FAM133B USP3 PTPN4 ADAMTS3 MEOX2 NAA25 FAM135A KANK1 KCNK10 SIK1 KRTAP4-6 SIPA1L2 NUFIP2 NRP2 CREBRF BZW1 CEP55 UBE2Q1 CACUL1 LARGE2 MAP2K1 SMIM13 ATXN7L2 ACVR2B CD3E ANKUB1 AMMECR1 AMOT JPH3 TMEM245 ATXN7L3 ACOX1 SEC24A PIK3R1 POU2F1 PISD KIF5C CLOCK RET USP15 NFATC3 ZMAT3 RFK PLXNC1 FGF7 CSDE1 SLC4A4 ZNRF3 PAG1 MIR6885_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6885_3P BCL6 CREB5 SELENOI DIP2B OTP MTURN FERMT2 SLC16A9 MBNL3 BTBD11 GABRB3 NEDD4L CCDC59 RETREG1 SETX CXCL6 TMOD2 SPATA13 CHL1 RPS6KB1 ATP9A HDAC9 AIPL1 CFLAR PYM1 ETF1 ABLIM1 A1CF RCC2 NRG2 ARPC5 API5 TFDP2 CWC27 RCOR3 SLC35F1 ARHGAP25 FLT1 CDCA2 GUF1 ZNF570 STRIP1 PKD2 FBXL3 COL4A4 EDNRB NAB1 GYPA MME ZNF480 SMAD9 BCL11B CNTN5 SAMD4A KLHL32 FAM20B NSD3 OVOL2 CPEB2 CDIN1 ZCCHC9 PUM2 RNF125 AHDC1 MEPE RBM41 SPAG1 FAM161A BCKDHB AKTIP CEP97 IKZF2 FMR1 CAST ETV1 ZNF345 AGGF1 C1QTNF7 GXYLT1 TBC1D24 RALGAPA2 OPRM1 PIEZO2 GAPVD1 MLXIPL RALGDS C8orf44-SGK3 PTPN12 SCN8A PHAX CER1 MYT1 RIF1 MDM1 KCNMB2 STXBP5 CUL4B EGR3 SLC16A12 ZNF587 CAAP1 SCARA5 SORBS1 LMBR1 SYT14 ERCC4 NRXN1 GUCY1A2 ANGPTL1 UBE2A DALRD3 SPAG9 YTHDF3 KIAA1143 OTX2 ZNF197 SPRY3 DCUN1D5 CEP120 ACOT13 KCNQ5 MXI1 IL17A EPHA5 PTN IVD C1orf21 C18orf63 SLC48A1 EPM2AIP1 TPD52L3 RIPOR1 CEPT1 SPOCK3 GSK3B CISD1 FAM172A PROX1 TMED6 NUP50 SOX4 HORMAD1 PCSK2 PIGT ISCU ETFRF1 KLHL28 AEBP2 DAZL SHISA9 SCN1A DPYSL2 QDPR C2orf88 POU3F2 PICALM PLCXD3 PLK4 RAB3B TMPO CAMK4 ZNF329 PHACTR2 PHLDB2 KCNB1 PHEX SLC25A46 KCNIP4 GAN CAPRIN1 SPIRE1 LHX9 DMTF1 CENPP ZNF704 LOXHD1 PIGBOS1 MPP7 SOBP WNT5A ARHGEF10L TIPARP CD55 FBXO30 RAB30 BBS12 SGK3 NAALADL2 WDSUB1 EYS FAT3 KIF1B MED30 COQ10B ZNF280D LYSMD3 DUSP19 FXN ABCA5 ATF7IP JADE1 RPGRIP1L SLC2A13 SESTD1 RNF13 SLC25A24 PPM1L RAB23 MED6 MAP2 DNM3 MAPRE1 TRGC1 SH3KBP1 ZDHHC23 KPNA6 BTLA THAP12 FGF12 ZCWPW2 FAM110B CACNG2 ILDR2 PCDH7 RNF207 TRIM5 COCH PLPPR4 PIK3R1 CACYBP CALCR TNPO1 COL14A1 MARVELD3 PPP1R3B CHEK1 NEGR1 ZNF106 MAP3K20 LPAR4 SIX3 TRIM2 GTF3C4 C11orf71 C6orf47 FZD10 PHF6 TENT2 PRPF4 ARID3A LRRTM2 TAOK3 AHSA2P PCDH19 CNTN1 NPEPPS XKR6 CDC42SE1 SRPK1 CCDC86 VPS13A TFB1M CLOCK ITGA4 TMCC1 MIB1 EIF3B LMNA PRKAA2 FAM120C MCUR1 LPGAT1 FBXO28 MATN2 LRBA UBE4B PRDM6 LIN28B TTC17 SLC24A2 ERBIN CELF5 MINDY2 CDC73 PAPOLB MACO1 PTPN14 G3BP1 FAM83B SNX1 BNIP3 FICD TRABD2A CADM2 ARHGAP42 NDST3 RAB39A RGS17 ABCE1 PHF14 BORCS7 EP300 MFSD4A GBP7 ZNHIT3 PTMA CREB3L1 OTX1 TRAF3IP1 ACOT12 EFEMP1 ZBTB34 CTNNA2 CDR2L ICA1L GABRG1 HDAC2 KLF5 GCA ZCCHC14 BICRAL RRAGD CELA1 ASH1L C11orf1 TMED4 FAM81B ALDH1L2 HDGFL3 VGLL3 B3GNT3 PTPRT LAMC1 ZDHHC21 CNTNAP2 PLXDC2 HOOK3 IRX3 KDM4C GPC6 KIF26A PF4V1 SETMAR GLUL TTC28 VEZF1 SLC15A5 RPF1 ZNF138 RBMX MED13 TIGAR PLXNA2 AFAP1L2 EPG5 CPSF6 KIAA1210 SERINC3 ZNF366 DENND1B PTPN5 BLZF1 UGT2B15 ARHGAP32 NAA30 NIPSNAP3B TEPP ARL6IP6 NPAP1 BMPR2 INO80D NEXMIF SNAPC3 VXN ASPN PTPN4 MEDAG FCRL4 XPO1 CAB39 LIMCH1 BRD3 CENPS EMP1 GRIP2 PDZRN4 GPR183 TMEM215 TBC1D8B RAPGEF4 TMPRSS11E AMMECR1 CNST IGF1 GRPEL2 STK39 CSNK1G1 NFATC3 ADARB2 TNRC6A DSG3 METTL8 CDS1 TMEM19 TLCD4 EPN2 TET1 HMGA2 MIR548AZ_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AZ_5P AGFG1 MBOAT2 CREB5 ADAM22 TMEM170A SSX2IP PAK3 DLEC1 ZNF217 CHRAC1 AQP3 C11orf96 HDX SLC38A2 CAMK2D ERBIN TCEA1 OTOGL ANAPC11 PTH TDP1 PRKACB PSMA8 ZBTB7A CRIM1 UBE2D3 ASB4 HDAC9 KPNA3 MIER3 SLC24A4 DGKH PHC3 PCDH20 RAPGEF1 B4GALT6 USP28 SGCZ AP1S2 NCAM1 NAPB TCF4 TPD52 TP63 ATF2 VPS29 MOB1B TRPS1 DSCC1 DPP8 SH3BP4 ZNF367 RANBP3 GRIP1 FLRT3 HSFY2 MRPL19 ADAMTS9 HAUS2 USP21 PHTF2 PGAP1 CDC37L1 ATG16L1 ARHGAP12 PAIP1 APPBP2 GIPC2 GLIS3 RBMXL1 FOXG1 CCDC152 CEBPZOS AQP4 POU5F1 SALL3 UBR5 BICC1 ZNF484 PPARG ATAD2 IGF1R SGPL1 CADM2 SUZ12 TMEM128 IKZF2 CCNG1 NABP1 KCNAB1 CREB1 SLC4A7 FGF23 OPRM1 ANKRD17 MFAP3L CFL2 TRIM33 ZFAT ZNF234 SET NFKB1 NTNG1 PCDHB7 STXBP5 MTF2 ARIH2 ETF1 SGIP1 COL3A1 PPM1G PAPOLA MAP4K3 GPN3 GRM5 IPPK OSBPL5 SMARCA5 GUCY1A2 USP46 SPAG9 SGMS2 DCUN1D5 MYT1L TNRC6B TENM1 BCL2L11 LMAN1 ZNF652 PIK3C2A A1CF NAALAD2 C2orf69 SPOCK3 PBRM1 ARID4B CDH1 LRRN1 SLC4A4 ZDHHC17 FEZ2 DGAT2 IGSF10 ZNF737 HSFY1 FADS1 ATXN1 PPP1R15B DPYSL2 SGPP2 HNRNPL AFDN CHIC1 SERTAD2 BCAT1 ARHGAP1 RRAS2 GCOM1 XRN1 PMP22 ZNF850 OSBPL8 UBE3C PEX5L EPB41L5 ZMYND11 GNG10 KIF21A STRN3 CHD1 MDGA2 HS2ST1 FUBP1 R3HDM4 RNF217 ZNF704 PKN2 SOBP RNLS STK17B KRAS ACER3 ADARB1 ABCA8 OIP5 PTGR2 KDM5B INTS5 AMER2 PDIK1L DESI2 ZFHX4 CETN3 THAP6 PPP3CA ZNF99 DYNC1LI2 GDA GPD1L TXN KATNAL1 B4GALT5 BTG1 DENND4A TMEM131L ADGRB3 NEDD4 PACC1 SLC2A13 POU2F1 RALGAPB ECE1 HNF1A POGZ UBE2Q2 UTP25 CPNE8 FAT2 DPY19L4 PPP6R3 PRKAR2B RAB22A BMP2 NRIP1 PLGLB2 MRTFB MYCN CPEB4 MFSD5 MRPS25 KPNA2 NCBP2 USP31 SKIL NCAPG2 THAP1 STIM2 PDE4D LEF1 CAPZA2 NCOA1 HNRNPDL MSI2 MITD1 PLAG1 USP15 RAB27B EXOC6 HOXD13 ZNF106 BRWD1 MAP3K20 RPS6KA5 WDR26 RABGAP1L YIPF2 TRIM2 LRAT ZNF493 EPHA5 N4BP2 SMIM21 TMEM127 TAOK1 NFXL1 YTHDC1 MECP2 SUCO SPOCK1 RBBP7 GPR137C DOCK4 ZC3H12C SPOPL ZEB2 RBM44 RASGEF1A PPP2R2A REEP3 KLHL23 PHLPP2 ITGB8 MTMR10 CLOCK TMCC1 CTNNB1 CMBL SAR1B TGDS STX11 PTPN2 C1orf162 MICU3 ITGA2 MAPK1 LMX1A MARCHF5 RAB5C AICDA TBCEL PTPN14 ZCCHC8 ANO5 RYK CDH6 CSMD3 MAP3K2 FRMD4A POLR2M B3GALT2 TENM4 NDST3 CACNA2D1 ZNF711 TNS1 DCK TOPORS RBMX BBX LRIG1 OLAH ZNF451 ARGFX SMOC1 STK35 ZFP36L2 APPL1 UBE2K LEPROTL1 NCKAP5 TMTC3 PPARA CXCL11 CHST9 ARIH1 CEP44 MAP4K5 NAIF1 SYT16 MARCKSL1 OTUD4 NEO1 SCN2A PLOD1 SS18 ST13 SNX9 TMEM170B FZD2 POU5F1B ZDHHC21 CD2AP ERO1A RNF38 GPC6 GAB1 ERLIN2 GPD2 FOXL1 VEZF1 PARP12 BRWD3 TOX EREG ADAMTS4 CITED2 PITPNA LCOR HAS2 YPEL1 YY1 FAM199X CLHC1 EPHA7 NEFH SERP1 EFCAB1 PLG BPNT2 WASF3 R3HDM1 CCSER1 TMEM182 KMT2A RPS6KA3 ZNF318 CLIP4 PTBP3 BMPR2 ITGB1 SNTB2 UBR3 ADO USP3 LPGAT1 ZBTB41 PTPRJ ADD1 YES1 DPY19L1 PHIP RLIM FBXO22 SGTB EIF4A1 ZC3H6 SLAIN2 SLC6A6 SOS1 SMIM15 KLF9 EPRS1 RNF212B PLGLB1 TBC1D8B NR4A3 RAB3D LIN7C KIF5C SMG1 LRP1B RYBP EXOC5 CXCL5 GJA3 CNTLN PAG1 MIR548T_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548T_5P AGFG1 MBOAT2 CREB5 ADAM22 TMEM170A SSX2IP PAK3 DLEC1 ZNF217 CHRAC1 AQP3 C11orf96 HDX SLC38A2 CAMK2D ERBIN TCEA1 OTOGL ANAPC11 PTH TDP1 PRKACB PSMA8 ZBTB7A CRIM1 UBE2D3 ASB4 HDAC9 KPNA3 MIER3 SLC24A4 DGKH PHC3 PCDH20 RAPGEF1 B4GALT6 USP28 SGCZ AP1S2 NCAM1 NAPB TCF4 TPD52 TP63 ATF2 VPS29 MOB1B TRPS1 DSCC1 DPP8 SH3BP4 ZNF367 RANBP3 GRIP1 FLRT3 HSFY2 MRPL19 ADAMTS9 HAUS2 USP21 PHTF2 PGAP1 CDC37L1 ATG16L1 ARHGAP12 PAIP1 APPBP2 GIPC2 GLIS3 RBMXL1 FOXG1 CCDC152 CEBPZOS AQP4 POU5F1 SALL3 UBR5 BICC1 ZNF484 PPARG ATAD2 IGF1R SGPL1 CADM2 SUZ12 TMEM128 IKZF2 NABP1 CREB1 SLC4A7 FGF23 OPRM1 ANKRD17 MFAP3L CFL2 TRIM33 ZFAT ZNF234 SET NFKB1 NTNG1 PCDHB7 STXBP5 MTF2 ARIH2 ETF1 SGIP1 COL3A1 PPM1G PAPOLA MAP4K3 GPN3 GRM5 IPPK OSBPL5 SMARCA5 GUCY1A2 USP46 SPAG9 SGMS2 DCUN1D5 MYT1L TNRC6B TENM1 BCL2L11 LMAN1 ZNF652 PIK3C2A A1CF NAALAD2 C2orf69 SPOCK3 PBRM1 ARID4B CDH1 LRRN1 SLC4A4 ZDHHC17 FEZ2 DGAT2 IGSF10 ZNF737 HSFY1 FADS1 ATXN1 PPP1R15B DPYSL2 SGPP2 HNRNPL AFDN CHIC1 SERTAD2 BCAT1 ARHGAP1 RRAS2 GCOM1 XRN1 PMP22 ZNF850 OSBPL8 UBE3C PEX5L EPB41L5 ZMYND11 GNG10 KIF21A STRN3 CHD1 MDGA2 HS2ST1 FUBP1 R3HDM4 RNF217 ZNF704 PKN2 SOBP RNLS STK17B KRAS ACER3 ADARB1 ABCA8 OIP5 PTGR2 KDM5B INTS5 AMER2 PDIK1L DESI2 ZFHX4 CETN3 PPP3CA ZNF99 DYNC1LI2 GDA GPD1L TXN KATNAL1 B4GALT5 BTG1 DENND4A TMEM131L ADGRB3 NEDD4 PACC1 SLC2A13 POU2F1 RALGAPB ECE1 HNF1A POGZ UBE2Q2 UTP25 CPNE8 FAT2 DPY19L4 PPP6R3 PRKAR2B RAB22A BMP2 NRIP1 PLGLB2 MRTFB MYCN CPEB4 MFSD5 MRPS25 KPNA2 NCBP2 USP31 SKIL NCAPG2 THAP1 STIM2 PDE4D LEF1 CAPZA2 NCOA1 HNRNPDL MSI2 MITD1 PLAG1 USP15 RAB27B EXOC6 HOXD13 ZNF106 BRWD1 MAP3K20 RPS6KA5 WDR26 RABGAP1L YIPF2 TRIM2 LRAT ZNF493 EPHA5 N4BP2 SMIM21 TMEM127 TAOK1 NFXL1 YTHDC1 MECP2 SUCO SPOCK1 RBBP7 GPR137C DOCK4 ZC3H12C SPOPL ZEB2 RBM44 DTX4 RASGEF1A PPP2R2A REEP3 KLHL23 PHLPP2 ITGB8 MTMR10 CLOCK TMCC1 CTNNB1 CMBL SAR1B TGDS STX11 PTPN2 C1orf162 MICU3 ITGA2 MAPK1 LMX1A MARCHF5 RAB5C AICDA TBCEL ZCCHC8 ANO5 RYK CDH6 CSMD3 MAP3K2 FRMD4A POLR2M B3GALT2 TENM4 NDST3 CACNA2D1 ZNF711 TNS1 DCK TOPORS RBMX BBX LRIG1 OLAH ZNF451 ARGFX SMOC1 STK35 ZFP36L2 APPL1 UBE2K LEPROTL1 NCKAP5 TMTC3 PPARA CXCL11 CHST9 ARIH1 CEP44 MAP4K5 NAIF1 SYT16 MARCKSL1 OTUD4 NEO1 SCN2A PLOD1 SS18 ST13 SNX9 TMEM170B FZD2 POU5F1B ZDHHC21 CD2AP ERO1A RNF38 GPC6 GAB1 ERLIN2 GPD2 FOXL1 VEZF1 PARP12 BRWD3 TOX EREG ADAMTS4 CITED2 PITPNA LCOR HAS2 YPEL1 YY1 FAM199X CLHC1 EPHA7 SERP1 EFCAB1 PLG BPNT2 WASF3 R3HDM1 CCSER1 TMEM182 KMT2A RPS6KA3 ZNF318 CLIP4 PTBP3 BMPR2 ITGB1 SNTB2 UBR3 ADO USP3 LPGAT1 ZBTB41 PTPRJ ADD1 YES1 DPY19L1 PHIP RLIM FBXO22 SGTB EIF4A1 ZC3H6 SLAIN2 SLC6A6 SOS1 SMIM15 KLF9 EPRS1 RNF212B PLGLB1 TBC1D8B NR4A3 RAB3D LIN7C KIF5C SMG1 LRP1B RYBP EXOC5 CXCL5 GJA3 CNTLN PAG1 MIR5692B_MIR5692C http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5692B_MIR5692C CREB5 ENSA AFF4 C2CD6 PRRC1 ELAPOR2 DLG3 PFDN4 ZNF384 MFAP5 SNX16 NEK1 ELOVL7 HOMER1 HIVEP1 LPAR1 LCA5 RBPJ VEGFA NR3C1 SIK3 RPS6KA5 TERB2 SPRY2 TMEM267 ALCAM DSG2 NRG2 CYP4F11 TCAIM BBX KIAA0586 CCDC47 DNAJC11 GRAMD1B ZNF550 THSD4 EPHA3 IFNA2 ACSL6 NCOA1 ZBTB20 BRINP3 SYNE2 RGS4 CRISPLD1 CCL28 HBP1 KIRREL1 NCK2 AFF1 SRSF5 UBE2H HBS1L BICC1 PUM2 UTRN PAQR3 ATAD2 CADM2 UBE2E3 PWWP3B CDC42EP3 IKZF2 HNRNPH3 SMAD7 SPDYE6 SP1 PAPPA EXOSC8 PDLIM5 CILK1 GXYLT1 OLFML2B GABRA1 PRDM1 MFAP3L PER3 PPP1R2 GDF6 SEZ6 RALGDS OLFML3 PTPN12 HOXA11 FGFR2 KDSR ARHGAP5 LTV1 CAAP1 RORA PARP8 PRR16 SYT14 KCNV1 ARAF EEA1 GUCY1A2 GHSR GRID2 TLE4 MTR RER1 CDON RAD51B HNRNPAB FRMD3 TTC39B CCDC126 MYO5C FGF13 SGPP1 ELOVL6 FNIP1 FAF2 SVIP DACH1 SNTG1 GABRA4 LRRN1 FAM172A FEZ2 RC3H1 PROX1 INTS6 VPS13C TIMM21 GTF2A1 NMT1 KLHL28 EPHA8 RASSF6 C1GALT1C1 PITX2 SUCNR1 CRB1 EIF5A2 PCLO RNF214 GPM6A PID1 LMO7 LTN1 CSGALNACT2 MKX GABRG2 RPRD2 PRKCE PHACTR2 LDLRAD4 SMNDC1 CERS6 MRTFA SLC38A3 RAP1A DENND2C TBX4 PTEN DISC1 NEDD1 SV2C PRDM11 C16orf72 SETD5 CXADR FBXO4 TOX4 WNT5B STXBP5 NUMB FRMD6 HS2ST1 MBNL2 BACH2 RP2 PRKCD KRAS WNT5A ABCA8 PPP6R1 DZIP1L RBM41 FGF18 CCDC91 TM9SF2 OR2L13 DBR1 UBE3A VAMP2 RNF14 ZNF516 GDA ZBTB6 SENP7 DENND4A RC3H2 ASB14 RGS21 MBLAC2 ATP6V1G1 PPAT CLDN11 PHRF1 KLF3 ANOS1 FRMPD4 BMP2 CERS3 C11orf71 HSPG2 DEPDC1 EFNB2 ANKRD34B EFNA2 FGF12 TRPM6 BCLAF3 KCTD20 RPRD1A FZD5 CCNE2 PCDH15 TBX15 EDAR GNAQ CWC27 SYT1 TNPO1 MCTP2 ASCC3 BICD2 KLF6 PLAG1 NEGR1 STARD13 ZNF677 ADAM10 HOXA3 ADCYAP1 CEBPB LIN7A RABGAP1L ATF7 GRK3 TMEM108 N4BP2 KRTAP1-5 SMAD2 MSX1 SP4 C5orf24 MECP2 SEMA3D ZDHHC5 PATE1 POLK FGD4 PTPRB SYP RIMS2 ZER1 POF1B ATP8B2 ARL15 TNFSF9 KIF20A FKBP5 GATA3 IFNA21 G6PC2 NIPBL MEF2D SCML1 MICU3 AUTS2 NIP7 KLHL29 ZIC5 NR4A2 CPEB3 LIN28B NEMF SAMD8 CORIN WDR17 SLC24A2 GRAMD1C EGFL6 CCND2 ZBTB46 PLPP3 HORMAD2 IPMK KIAA0100 FSTL1 CRTC2 ABHD5 ABCD3 ZNF711 SH3TC2 ZCCHC24 TMEM161B ZFP14 FOSB TMEM196 ZSWIM6 SDC4 SSR3 SAXO2 FUT11 LRRC58 SYNE1 HECTD1 SYT16 ZNF644 GNB2 BOLA3 TMEM38B YLPM1 FBXO43 IL15RA TMEM179B NRDE2 CLVS2 PRPF18 HIBADH PAPSS1 OSBP PRDM2 CNOT6L MEX3B SH3PXD2A PDCD1 KSR2 TASP1 GPC6 DUSP8 PF4V1 NTF3 GTPBP10 BLZF1 PROK2 SELE EREG MED13 PLXNA2 SOX1 NETO1 C11orf87 GDPD1 SLC35F5 MYOZ2 SMAD6 MTREX MYF5 RSF1 ATAD5 LATS2 FBXO36 FAM102B VSTM2A STK38L BHLHE40 ANXA1 ZNF81 NPTX2 TMEM64 INO80D CLVS1 LNX2 NEXMIF PCDH10 PPM1H PRIMA1 MLX STRN SLITRK1 ZBTB41 PTPN4 TTC32 CSNK2A2 SNX4 NUDT11 ALG6 COL27A1 ZNF827 POU4F2 MACC1 SCN2B NEUROG2 KAT6A NOTUM ATXN7L2 RORB NR4A3 SCAI TMEM245 WNT3 RAB38 FBXO42 TRAPPC8 EXOC5 SHISA6 CXCL5 GBX2 VEGFC EIF2AK4 HAPLN1 MIR4672 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4672 SYBU DIP2B ZNF148 ZEB1 RCHY1 ZNF717 CEP68 GAD2 CREM PRRG1 MPDZ PLAGL1 ADARB1 HIVEP1 RBPJ WASF3 NR3C1 WT1 SLC6A9 PEAK1 VAT1L SLC44A1 BCL9 TSC22D1 PURB NSL1 TMTC4 KLF15 SAFB STX7 SLC35F1 UBA6 PTBP3 LAMP2 ZNF84 RHOA ANKRD40 CRKL AKAP11 R3HDM1 U2SURP C6orf136 MRAS PAXBP1 INPP5A CASP10 FAM184A PTPRD SLC35A1 MIER3 SEC61A1 NPL UBR5 RNF32 CEP70 PDZD8 FUT9 ZBTB14 PRPF39 LNPK EBF1 NREP DEF8 ZNF706 TSHZ1 MAP4K4 IKZF2 ABI1 NPVF STUB1 ETV1 CLCN4 ESF1 C1QTNF7 TLCD5 SRSF10 TSPYL5 CACHD1 PSD3 MINDY3 SLC9A6 CANX GPBP1 C6orf120 RBBP4 STEAP2 RAP2C SGIP1 E2F5 SLCO1C1 CKAP2 TPD52L1 CLIP4 DNM1L EVI2A RAB31 ANXA7 LTBP1 UBE2K LRRC8B DNAJC8 C1orf21 CDYL2 EDEM1 CELF2 PAM CAV1 EYA4 ABCC10 GABRA4 DLGAP4 GOLGA8A ANKFY1 SGSM2 FAM53B SPRED2 ARHGEF3 LRCH4 WDR47 MOBP CRB1 TAF1 SERTAD2 ACVR2A PMP22 PI15 MTRF1L LHFPL3 ANTXR1 CARD9 GTF2I REV3L EIF3J MGAT4A VAV3 ADGRG2 SDC2 SLC20A1 VPS4B ZZZ3 ZFHX3 NAP1L3 GOLGA6L4 UBXN7 STXBP5 NCOA4 RRM2 GOLGA2 PSIP1 PJA2 ZNF385B ADNP SMAP2 TSC22D2 KCNJ16 DLG2 RUNX2 ADAMTS15 FBXO11 SRD5A1 BAHCC1 FOXA3 STK38 PCDH18 TCP11L2 ZNF623 EYS XG FAM135B FAT3 NWD2 MOSPD1 AOX1 KLHL9 SLF2 NSG1 PPP4R2 KDM2A HOPX FREM2 PAFAH1B1 SAMSN1 CPSF6 RAB23 FAM155A SAP30L ZNF251 DPY19L4 FLVCR1 HMGB1 WDFY3 ZNF543 MYRIP CCDC62 GOLGA6D CCDC32 UBE2D2 PCMT1 TLX1 CTCF MIPOL1 SYT1 RNF145 TNPO1 TMEM67 CDC5L MCTP2 PPP1CB SLC4A8 GATC LRRC59 GOLGA8B TMEM64 RAB6B WDR26 FAT4 ZNF597 LRAT TMEM108 CDKN1B SORL1 MECP2 EPSTI1 SASH1 PCNX1 RIN2 FAM53C AZI2 MAP3K8 PCBP1 SENP6 VEPH1 RAPGEF5 CBX1 ZFP36L1 AUNIP CLOCK ACSL3 CFAP97 RPN2 ANKRD45 SEZ6L2 LARP1B ZYG11B MMS22L GNAI1 CSNK1D EDIL3 PWWP2A TM6SF1 RUFY3 DYRK2 NGFR NAP1L2 APC RAB14 GRB2 TBC1D12 GRIK2 RHOB ZNF8 TOP1 IKZF5 TENM4 UNC5C HOXA9 ADGRV1 EBF2 ZNF711 RGMB JAG2 ARPC1B KCNA1 RTF1 HDHD2 PLEKHA8 GUCY1B1 ZDHHC15 KCNMB4 MAP3K1 OTUD4 LRRTM4 ALG10B STK24 SS18 NAA16 UCK2 GOLGA7 C12orf29 LMO4 HNRNPA0 SNX30 DENND5B WDR43 ADCYAP1 INHBA GPATCH2L NTF3 KHDRBS2 PTGFR HERC2 UBA2 TOX STON1 DACT1 LIMK1 GOLGA6B WAC RAB8B PHF13 KCNA4 CELSR3 MRPS23 L3MBTL2 KIF13A ABCA5 PRR18 SNX25 CCDC112 COLEC12 SEMA3C DSC2 DYRK1A CAMKK2 FEM1B NLK ARHGEF33 CEP72 RNF216 FOXF1 GOLGA6A SREK1 SNX12 MMRN1 PPM1H HECTD4 HDAC1 GTF2H1 SYNPO2L ZBTB41 KIT TRA2B FBXO22 ERP44 SGTB ZC3H6 KANSL1 HNRNPA1 PALLD RFX4 ZMAT3 ARID2 ZIC2 KLC1 GABRB2 VMP1 KIF5C NKIRAS1 USP34 CTBP1 MTMR9 RFK RYBP SLC16A14 MIR205_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR205_3P NUDT15 AGFG1 PIAS2 MBTPS2 AP1S1 PDZK1IP1 ARMC1 HDX NPM1 MNT CCDC59 SSR3 HOMER1 TFEC DYNLT1 URI1 NCOA7 MAPK8 ATP5PB HDAC9 MIER3 RBM39 PRNP YWHAB B4GALT6 MSANTD4 APAF1 PRPF40A ADCY9 TBR1 ENAH KLF12 ACTA2 CACNA1E LRCH1 VANGL1 TFDP2 MOB1B CERKL CHCHD1 PDK4 METTL8 ARHGAP12 TMED4 GIPC2 PALM2AKAP2 CEP63 TAFA1 CNR1 ARPP19 DYNC1I2 ELF2 FUT9 DUSP16 GALNT13 ARHGAP15 MELK TYW3 SEPTIN9 CREB1 NANOS1 PDLIM5 CILK1 PIK3CG PDE1C XIRP2 PRELID2 C8orf58 HACD1 SH3GL3 LIN9 PCNP TRIM33 RPP14 IMPA1 NOX4 BOLA2-SMG1P6 STEAP2 ARID4A CDH11 DST ZNF596 GCLM COL3A1 UBE2V1 RPRD1A LEPROT GOLGA8H CLK2 MKLN1 ENTPD1 HS3ST2 CMC1 TP53AIP1 RER1 RGS18 UNC80 TNRC6B LRRC8B MAML2 PRKAA1 ROCK2 DLD TOMM20 SYNRG NEDD9 ZBTB44 GOLGA8R INTS6 NFATC3 CPPED1 NUP50 NOL4 TSC22D2 BCLAF1 ATXN1 SH3BGRL2 CHMP2B PTTG1IP ALCAM RASSF6 SUCNR1 NUP54 COL25A1 KCNJ13 RFX3 C2orf88 SERTAD2 NEK7 MYOC C3orf70 BCL7B CSGALNACT2 USP10 TMPO CKB GLRB CRPPA SYT4 ECM2 CASD1 TUT7 NHS APBB2 MRC1 EXOC8 SLC12A1 CAPN14 TRAM2 POT1 MBNL2 TET2 MAP11 GKN1 RMDN1 LAMA4 MS4A1 NUS1 ARL1 PLEKHM3 ABCA8 ABCC4 CDH9 C5 ATRX RASGRP1 UBE2G1 SLC27A6 COL10A1 CCSER2 RASSF2 MAP3K4 GEMIN2 RNGTT SESN3 PMEL HECW1 TTC37 KCNS3 FAM122A DRG2 ARL4A DENND4A SEC62 PPP4R2 LAMP5 RCN2 CAP1 CXADR MGA TOX3 SESTD1 ATP8A1 AFTPH AZIN1 ESYT2 CDC42SE2 PMFBP1 SLC49A4 CASP1 GNAS DNM3 ATPSCKMT ARHGAP19 CPED1 GAS2L3 CSTF2 PDIA5 SCARF1 NEMP1 FAM120B MECP2 SLC6A14 FREM1 PNPT1 SLC35D3 POGLUT3 SLC30A8 ERMP1 PAH ZC2HC1A RAB3GAP2 ADGRL2 EPB41L4B MORC3 RXFP1 PLA2G6 CWC27 LYPLA1 ANKRD12 XYLT1 PPP1R3B RIPOR3 MPP6 MCTP2 GOLGA8N ZBED4 RAB27B PIP5K1B OOSP2 ADAM10 TSPAN2 SPAG16 BRWD1 CEP350 RRM2B SEL1L PANK3 DTL KIAA1841 TMEM237 CA8 C5orf24 PCNX1 AZI2 TDRKH KIAA1549 PCGF1 INAFM2 NRXN1 ZBTB10 ZC3H12C WASHC4 ITGB8 RAB1A MGAT4A FAM126A GRIA2 MEGF9 TRMT13 RECK F5 FZD3 RELCH ECPAS LPGAT1 RBBP5 NBEA SLC35F4 KRTAP4-2 PLAC8 MMP16 SMCHD1 ASB7 RAB10 SEMA3A NDFIP1 SLC15A2 MINDY2 TTPAL YBX3 IVNS1ABP GOLGA8Q APC HAT1 FER1L5 SERINC1 TMEM54 ADAM7 TOPBP1 ZBTB33 TMEM132B LZIC GBP1 NDST3 WASF1 SLC12A2 GOLGA8T PAPOLG CYSLTR1 PDE10A SFT2D1 EDARADD MAP4 COBL SH3TC2 RBM4B MSI2 CCSER1 VAX2 RYR3 USP38 G0S2 ALG10 CREBZF GJA1 PLCL1 GABRG1 CXCL11 LRRC19 WAC IFT57 UBE2R2 NLGN1 ZNF644 AMMECR1 SLC1A1 HROB TMEM144 TMEM170B NUFIP1 GOLGA8J ZBTB20 B3GNT2 RRM1 NAA50 SIRT1 GPC6 CNIH1 TOB1 PPM1D RAB21 USP49 RAB30 CHST1 CAP2 ZNF407 DPEP2 ATP10D TOX GOLGA6C ANKIB1 GPC4 FBXO34 FAM133A FGL2 GDPD1 GLS TAB3 RMC1 LACTB BPNT2 DYNC1LI1 RSBN1 TFCP2L1 DMRT1 SEMA3C AAK1 UNC13C NYAP2 TNKS INO80D CARNMT1 TRIM59 GOLGA8M GGH LRRTM3 DUSP22 TMEM209 ZBTB41 CYRIA TTC33 CBLN1 CALML4 PAGR1 ERAP1 PARL SMIM13 TBC1D8B WBP2 TMEM245 RAD1 ASXL3 NKIRAS1 IGF1 ATRN SMG1 TIMM8A CRYM MEIOC TET1 PAG1 MIR4500 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4500 PLD3 TNFSF9 MDM4 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 ARHGEF15 HAND1 DMD HDX SCN4B TSEN34 OSMR SLC16A9 HMGA1 GOLT1B FNIP2 PEX11B TRMT13 MRS2 COL1A2 IGF2BP2 PDPR USP44 FZD3 NME6 TMOD2 SDR42E1 PTAFR MAPK8 PLAGL2 CERT1 RSPO2 PITPNM3 LPGAT1 ENTPD7 PRKAR2A PCDH20 BZW1 DHX57 XRN1 NME4 SCN11A CPA4 MMS22L SLC5A9 DUSP1 KDM3A SLC25A18 INTS6L ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 CDKN1A MTDH FRMD4B ABCC5 FIGNL2 DCAF15 PTPRD DDX19A E2F6 DVL3 CPEB3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B DDX31 RUFY3 ZBP1 NOL4L DCUN1D2 SRD5A3 NIPAL4 IGF1R CCND2 PLXNA4 TRABD TTLL4 E2F5 CD59 DDTL PPARGC1B ITGB3 MTRES1 DTX2 MAP4K3 BIN3 FAM135A THOC2 ABT1 ZNF280B PDE12 FOXP2 SALL3 POLL GPATCH2 PGRMC1 HECTD2 ZCCHC9 RAB15 UTRN CERCAM SLC25A27 PRRX1 SNX16 RAB11FIP4 ACVR1C NR6A1 SLK FAXC CBX2 TET3 AK3 MAP3K2 SENP2 YPEL2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL C18orf21 ACER2 KLF8 KCTD17 DDX19B GDF6 HOXA9 LRTOMT ABHD17C PCGF3 C20orf194 LINGO1 PARPBP SCD FAM214B INSR EIF2S2 YOD1 IGDCC3 PRDM5 IGF2BP1 IRS2 ZNF583 SERF2 MFSD4A ACTA1 SLC38A9 NPHP3 FIGN ZNF587 ZNF322 OPA3 SUB1 COL3A1 PARP8 DIP2A GAS7 PKD1L2 ASAP1 BEGAIN ZNF341 UGCG TRIM41 ERCC4 TAF9B EEA1 MTUS1 SMARCAD1 TREML1 AFF2 EDEM3 GFM2 HDLBP NHLRC3 POLR3D CEMIP2 EFHD2 CANT1 CEP120 C15orf39 SEMA3F IGDCC4 MED8 BACH1 KATNAL1 FASLG NLRP2B ATP2A2 CRB2 ZNF652 DPP6 STIMATE A1CF CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 FNIP1 AIFM1 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 RBMS1 VSNL1 PLPP6 SOCS4 CLDN16 GTF2I GPAT4 ARHGEF38 PBX1 RNF165 CD200R1 STRBP IGF2BP3 POGLUT1 B3GNT7 USP38 MAP3K1 USP24 ZNF644 ELF4 ABL2 ATP8B4 SLC22A23 PPP1R15B NYNRIN SLC10A7 PRTG SMUG1 PLA2G3 TRIM71 FMO4 COL4A6 CHIC1 ACVR2A STK24 ARG2 C19orf47 TNFRSF1B NAP1L1 STK40 DCUN1D3 TTL SKIL GALE B4GAT1 NAT8L CEP135 STX3 PLXND1 ADRB2 GJC1 IKZF2 CD164 EEF2K IL10 LRIG2 GNG5 PLPP5 CCNJ VAV3 GALC DDI2 SLC20A1 GALNT15 GYG2 ZNF689 CLDN12 HIP1 MED28 AMT STARD3NL CCNT2 DLC1 CCL7 GRAMD2B RDX ESR2 TMPRSS2 CRTAM COL5A2 GAN DPP3 SLC2A12 SMAP1 HOXA1 ERO1A SNX30 DPH3 CNOT6L GOLGA6L4 STXBP5 TMEM65 PLEKHG6 SPRYD4 LIPT2 PEG10 ATL2 GPX7 DNAJC1 FNDC3B DNAJA2 SALL4 STARD9 RCN1 ZNF710 ONECUT2 SMC1A PIK3IP1 SMIM3 IQCB1 TSC22D2 KLHL6 KIAA0930 SLC31A2 NEK3 ARID3B FBXO30 ADAMTS15 FAM104A GABBR2 RASGRP1 MEF2C HAS2 ANKRA2 PARD6B CDC34 KCNJ11 AGO4 GPR26 GDPD1 AGAP1 DICER1 ERVH48-1 ZBTB8B CUX1 SLC5A6 RAB8B KLHL31 RANBP2 ZNF516 EDN1 HIC2 OSBPL3 LIN28A HIF3A SLF2 TMC7 FAM122A GATM CACNB4 PDP2 FNDC3A AMMECR1L ZNF275 FRAS1 NPEPL1 TRIM67 APBB3 TXLNG SENP5 CCDC71L EPHA4 ADRB1 NRAS CDC25A LIPH COL4A1 SIGMAR1 SESTD1 ARL5A SMARCC1 MSN SLC25A24 KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 UHRF2 ADAMTS6 VIRMA WDFY3 GALNT1 HOOK1 SLC30A4 ADAMTS8 HIF1AN SIGLEC14 PGM2L1 ANKRD52 ZBTB39 CCR7 TRIB1 SCN5A BSN TECPR2 PBX2 RBMS2 NGF IFI44L SEMA4G PARM1 ABCB9 ARHGAP28 LBR MAPK6 FGD6 RNF20 CARNMT1 GNPTAB AEN RAB3GAP2 ZNF512B MSR1 GCNT4 ELP1 SEMA4C CLASP2 FZD4 RNF44 MOB4 XKR8 GALNT2 XYLT1 KIAA1958 AMER3 MEIS2 PXDN SRGAP1 FGF11 ACSL6 MBD2 POGZ TRANK1 PRPF38B COL27A1 WDR37 ZNF10 MAP3K9 USP32 KCNC2 FAM189A1 INTS2 C14orf28 ADGRL3 RALB RBFOX2 LRFN4 PALD1 GPCPD1 RICTOR SLC66A1 KLF9 SLC35D2 LIMD2 CRCT1 SIGLEC5 DUSP22 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 KCNQ4 AMOT GGA3 ARID3A TMEM234 ZNF784 CPEB2 IGF1 PCDH19 GRPEL2 TMEM167A PRLR CHD4 IMPG2 E2F2 ZBTB10 DTX4 PRSS22 TXLNA C5orf51 CNTRL PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 MIR6835_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6835_3P ESRRG MDM4 PRDM16 CREB5 PCDHA2 ADAM22 SIX4 SLITRK3 SIKE1 HMGN3 BCL2L13 ZNF148 AFF2 ZNF280D DMD SLC20A2 PDPK1 PPP2R5A CACNA1E LIMD1 MBNL3 ADIPOR1 OXR1 TNRC6C BIRC6 TRAM1 RCAN1 RBPJ OPALIN QKI APAF1 SGCZ ENAH DDX17 TPD52 BCL2L11 SNX3 TFDP2 BBX PHF24 GLS KRT36 MTDH VTA1 TMEM74 CCDC47 ETNK1 KAT2B SYNJ2 THSD4 ZBTB20 RBMS1 REST MTO1 ARHGAP29 R3HDM1 CTBS FRS2 PAIP1 ATP7A MORF4L1 UBE2H EFR3A IRF2BP2 KCNN3 C14orf132 APP BCKDHB PML TET3 DOCK9 C6orf89 GPR63 LEMD3 FAM160B1 CREB1 TAF2 C16orf70 CAPZA1 ARMCX5 PROSER2 GABRA1 YY1AP1 RMDN2 OPN3 MTX2 PPP1R2 GABPB1 VPS37C TIAM2 MAGED4B PCDHA12 RAB6A TASP1 FOXA2 RABGEF1 CCP110 COMMD6 RORA MAGED4 RNF38 SYT14 GRM5 CALML4 CRISP2 SRSF6 MED17 PHF3 CLIP4 BLMH CDK13 KIF1B MYT1L GPAM TOMM20 BCL11A EPHX4 SNAP91 PBRM1 PCDHAC2 NKAIN2 PRSS16 TTN ACTR10 ARHGEF38 JAKMIP2 SPRED1 DNAJB9 SCRN2 PPP1R15B PDZK1 PATL1 DHRS2 RAB3C RDX PCDH9 CHSY3 SRP19 MYOCD NEK7 RNF6 FRAT2 ZNF850 AFG1L SPTSSB PLK4 MTSS1 SUMF1 NSUN2 SYT4 NCAPG PCDHA10 TMEM33 CSMD3 UBE3C FYN CTNNBIP1 ATP1B1 BSG STRN3 TMEM178A MINPP1 FUBP1 KCNA5 SLC44A5 PDE1C DCAF12L2 ZNF704 PLEKHM3 PIK3CA TMEM248 OCLN THAP6 C2orf68 ZNF618 MCM2 TUB EMC8 SRPRA SEPHS1 GPD1L PPM1A GATM DUSP19 DCLK1 PPM1E TDP2 PCDHA5 NFAT5 RSPO3 TCP10L2 TTC9 SIAH2 SLC2A13 MBLAC2 PPAT RAB23 PTAR1 SUGT1 RAC1 ZNF697 SLC30A4 TMX4 PLEKHA3 DIP2C SH3GLB1 NCAM2 ZNF513 SLC10A7 DENND1B CD96 PCDH7 DCDC2 CBX1 PRIM2 PCDHA9 PCDH15 ERMP1 FAM218A PIK3R1 KHSRP LYPLA1 RPS3 VGLL4 SLMAP CLN5 C1orf52 SSBP2 EIF3L PCDHA8 MIDEAS FHL1 PRSS23 ETS1 SCAF11 TEAD1 NFXL1 CSNK1G2 CTNND2 SLC12A5 GBP6 CENPI OSER1 SSTR1 PCDHA3 CAMSAP1 LAMP2 SCN7A CNTN1 RCOR1 DOCK4 ZBTB10 ANKRD28 XKR6 RAB9B STAT3 RALGPS2 TMEM123 MAGEB3 SCRN1 QSER1 PCDHA6 SEC31A NR1D2 MICAL3 RAB33B ATP2B1 SLC39A11 LRP6 KPNA1 MAU2 OSTC UBTD2 OTUD1 CACNG4 FAM117B LPGAT1 MAP1B PPP2R5D ZNF736 ZDHHC23 TRIM63 NDN HSD17B13 SALL1 CH25H MAPK1 LMO7 SETD3 SYNPO2L FKBP1A PLPP3 N4BP2L1 RASEF TIAL1 SETD7 BIRC2 MYOM2 RBPMS2 NECTIN3 PCDHA13 CDH8 SURF4 RAB6C HDAC7 MAP3K2 NOTCH2NLA ERLIN1 TMTC1 SYNJ1 CDC6 ACSL4 ABCE1 SH3TC2 ABCB11 ELAVL1 TBL1X ADCY3 TMED10 HACD3 MIS18A BRD1 TERF1 XBP1 TTBK2 ZNF436 HAS3 ZSWIM6 INPP5D ZCCHC14 PRKAR1A RBMS3 NTNG1 ADAM18 USP45 CLK2 BACE1 SP2 PCDHA11 TRPC1 LRRTM4 KMT2D TCEAL5 CARMIL1 USF3 PCDHA7 PCDHAC1 UBQLN1 RFX7 PCDHA1 ANKRD34C TDG NOTCH2 FEM1C SNX30 CDK6 EXOSC9 RAP2A FOXK1 ARHGEF6 TTC28 ONECUT2 BRWD3 HNRNPH3 RAB6D KIAA1210 ANKRD50 SATB1 PDGFA CRISPLD2 DICER1 DNMT3A PSPH ACTC1 BMPR1A ZNF24 KCNA4 CACNB4 SNAI2 CISD3 TCEAL4 RSBN1 GFPT2 SEMA3C CBLN2 UHRF2 ZRANB2 SHISA2 SUGP2 BMPR2 NT5DC1 AMPH VAX1 KCNH7 PCLO MKX RNF20 ADO CIT ACTR3 JAZF1 JMY SOS2 VCPIP1 ZBTB41 UBN1 SESN3 FAM220A GPBP1L1 CD38 RLIM XPO1 RNF145 FAM135A FBN2 COL24A1 KCNK10 FIGN SIPA1L2 NUFIP2 BNC2 CSNK1G3 PCDHA4 PPP6C MAP7D2 LIFR CNTN3 CLDN8 NCOA4 RFFL NR4A3 FBXO38 AGPAT4 MCM9 ATXN3 INTS14 ERC1 ASXL3 APPBP2 HECW2 HNRNPR DNAJC3 USP34 SMG1 AKAP9 DLG2 SLC16A14 FOXA1 TET1 TSPAN2 WDR26 MIR493_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR493_5P AP4S1 NUDT4 TMEM170A BTBD3 M6PR PSMG4 ZNF148 TMEFF1 AGTPBP1 GGACT ZNF384 MEF2C MFAP5 TMCO1 TP63 KLF4 WNK3 NCOA7 LCA5 RALGPS1 PHC3 AKAP1 PURB RHOT1 ALCAM KDM2B TCF4 EGR2 GABRA5 ZMYND8 BBX LCE1E DCUN1D1 VASH2 LMO3 ZFAND5 FBXL3 PSD3 GPR176 GDNF JPH3 GCLC NCOA1 NAB1 CALD1 PTGER3 SSH2 PRKD3 BCL7A KDM6A NEO1 SMAD9 HSPA12A ARHGAP12 EYA1 GOLM1 DAB2IP ZNF431 MIER3 ITPRIPL2 ARHGAP44 TCF7L2 CPEB2 NR2C2 GATA2 DUSP16 UNC50 AHDC1 ATAD2 ADAM23 FAM169A CADM2 CYTH3 FAM114A1 TMEM128 FAXC DHX36 EPSTI1 DOCK9 MLLT10 CREB1 SP1 REEP1 LIMCH1 ERC2 ESF1 KCNJ13 GTF2IRD1 CDH13 DLL1 ANKRD17 GDF6 ASTN1 HIF1A RAP1GAP2 DGKI TIAL1 CDH11 ARHGAP5 ARID1B PARP8 GABRA2 SERPINB7 GRM5 EEA1 PHF20L1 DCTN2 PPP2R2C KRBOX1 FAM217B GRID2 SPRY3 SALL1 PDZRN3 CUL5 MYT1L LARP4 TNRC6B SUSD6 NDNF ATP2A2 PCGF5 RGS10 BCL11A MYO9B PIK3C3 BAZ1A CELF2 NAV2 FNIP1 KALRN NDUFC2 MBD5 ZNF143 DACH1 CITED2 ARID4B ZDHHC17 CTDSPL2 ARHGEF38 LDLR RAPGEF2 USP21 HORMAD1 PRDM12 SVEP1 PUM1 TSC22D2 USP16 GJB7 C1GALT1C1 SEC24B RAD21 ANKRD61 SERTAD2 ZNF43 SP3 AFF3 AP3S1 PMP22 OSBPL8 CLSTN1 CU634019.1 ANTXR1 REV3L FAR1 SYT4 FBXO33 SORCS3 LDLRAD4 IQCK IL15 GRHL2 TGFBRAP1 SPX HS6ST3 CXADR HOXA1 ITGB1 USP43 LRP12 SCAMP2 MBNL2 FUBP1 MCM6 CENPA SBNO1 GABRG2 DLG2 CXCL8 THSD7A ALX1 MEF2A SH2B3 KIAA2026 C1S UBE2G1 ALDH9A1 RAB3IP KLHL36 RSL24D1 VAMP2 NAMPT YIPF4 RXRA NPR3 HMGCR CLIP1 CAMK2N1 PUM2 PDS5A BTG1 DENND4A ITGBL1 VPS35L ADCY1 BOD1L1 SLC2A13 VSTM2B TMEM106B SEC63 FOXJ3 OSBPL6 SNRPB2 SMAP1 WNT5A VPS13D PIAS1 CPNE3 DIP2C SCN1A E2F3 DMGDH GP6 ATP5F1A ZNF91 SRI TRIP10 BCOR ATP5MD GNPTAB TRHDE MYCBP2 PIK3R1 CARM1 INSM2 GAS1 ANKRD12 TTC7B SNRNP48 DYRK4 CAPZA2 JPH1 TIA1 USP7 ZNF718 AKR1D1 ZNF236 RAB27B F3 CKS2 MBNL3 MAP3K20 RPS6KA5 RABGAP1L PLEKHA5 AK5 PAPSS2 PANK3 RASL11B KIAA1671 ANO4 SUN1 TMEM237 ZBTB38 L1CAM NCL CTNND2 NUDT16 POLK ZMIZ1 PTCH1 MEGF11 UBE2V2 FBRSL1 DENND4C ARFGEF1 IFRD1 C1QL1 NTN4 RASAL2 MBTD1 CLOCK ACKR4 NFKBIA SAT1 OTUD1 HIPK1 AXIN1 NDST1 BNC2 MCUR1 RSPO2 PPP2R5D EFNA3 HMGN1 SEC24D TBC1D22B SLC25A12 RAB10 BASP1 ADAM28 RAB5C STARD13 PDPK1 TNFAIP8 STAM HAT1 NECTIN3 PRDM8 SLC38A2 ZNF385B HECTD2 ANK2 PHF12 SPARCL1 MAP3K2 CDC14A FRMD4A NDST3 UNC5C NECTIN4 TOX3 NCAPH MT2A NXPH1 MEMO1 ELAVL1 DIP2A NPAS3 CALN1 KCNK1 CSPP1 FER LRIG1 CDH2 PREX1 RNF4 SRPX KIAA0825 CU633967.1 ZNF560 MTSS1 RTN4IP1 NECAB1 PCGF2 MAP3K1 SLC5A1 FMNL2 SLC22A23 SLC10A7 TBK1 DEFB132 KIF18A TDO2 COQ3 ITPRID2 GJC1 SNX9 TMEM170B UCK2 HMGCS1 JUN ZMYM5 MED13L ATAD2B HOOK3 IRX3 EIF4ENIF1 FBXW11 LRRC8C EOMES GABRG3 PLCB1 ZNF720 LTBP3 MGAT3 HP1BP3 CU633904.1 CENPJ ACAP2 MED13 LRATD1 VSX2 HSF5 SHOC2 NRXN3 C11orf87 EPHA7 RAPH1 TAB3 MTREX KCNJ6 KIAA0408 GSKIP SERP1 PGRMC2 RMC1 BMPR1A CACNB4 ATAD5 KIF13A WDR33 WASF3 FOXO1 COLEC12 NLK TMCO3 CWC25 HS3ST3B1 HIVEP2 CRISP3 KLHL24 ABTB2 HK2 GTF2H1 SOS2 RBBP5 SIN3A FZD4 FP236241.1 STXBP5L PPP1CC SRGAP1 LANCL2 ACTR1B SLAIN2 USP32 DENND5A FAM228A SCRN1 CLIC2 STON2 C5orf15 ZIC2 PAIP1 LYRM7 SF3B1 DSCAML1 ZNF638 CYFIP2 ZNF354C KPNA4 PPFIA1 SEPTIN7 SMG1 ADARB2 TNFSF11 COG3 IL1A HAPLN1 ENDOD1 PAG1 MIR141_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR141_3P PIAS2 CDC25B IPO5 TCF12 LTBP1 ZEB1 GAB1 TMEM41B NIPAL3 BMT2 IQCJ-SCHIP1 MBNL3 CBL TRAM1 PHC3 C11orf54 C21orf91 ANKRD44 MSANTD4 ACOT7 HNRNPF KLF12 TCF4 EGR2 RIMS1 ARPC5 SUPT6H ST3GAL3 ARRB1 JAG1 SIK1B LOXL3 RSAD2 HS6ST2 LHX6 MYH10 TNS1 TCERG1 RBM12 KCTD3 FNIP2 FAM91A1 GCNT2 DLC1 MIER3 ITPRIPL2 TSEN2 VRK2 NR2C2 SLC16A7 DSTYK TSC1 CYP26B1 HCN1 IKZF2 PFKM DUSP3 FAM160B1 CREB1 PAPPA ERC2 PTCH1 AK2 NBPF14 PRELID2 SCD5 NBPF11 VCAN ASTN1 GABPB1 SLC35D1 MAP7D1 MINDY3 PEG3 C6orf120 TMPRSS11F UGT1A6 FAM126B STXBP5 CRLF3 FOXA2 OSBPL11 SRC RAP2C TMED9 LMBR1 MBNL1 MED6 RB1CC1 UGT1A1 ANGPTL1 RANBP6 SPAG9 KIF17 FAM168B CDK13 SLC14A1 CEP120 KAZN MYT1L PHYHIPL SLC19A2 TNRC6B ARFGEF3 PRKACB C1orf21 CCDC80 MFF CERS6 EDEM1 ATP8A2 ABL2 C2orf69 GPAT4 RSPO2 WNK1 GNA13 ABHD18 TAF12 RNFT1 ZCCHC3 ATXN1 ITGA6 CDK8 XKR9 GSN OLFM1 PCDH9 PPT2 DCUN1D3 BEAN1 ACADSB IBA57 PRKCE SEMA6A SDC2 APBB2 SLC20A1 LSAMP TSHZ3 EPN1 RBM46 MIER1 HS6ST3 AP3S1 WDR33 HS2ST1 LPP DMWD MAP3K19 YWHAG SOBP ATL1 CRMP1 NBPF8 CDC42EP3 SLC23A2 NBPF20 PTPRG MDM1 DEK NRIP3 GPR6 UBE3A RSL24D1 FAT3 UGT1A9 HIC2 C5orf63 TMEM130 LYSMD3 RBM24 ARL4A STX2 PPM1E ELMOD1 FNBP1L CFAP20DC CDC25A YAP1 SESTD1 ATXN7 FOXJ3 SLC1A7 ATP8A1 PPM1L RASSF8 SUGT1 AQP11 WDFY3 SLC30A4 GJC1 PIN4 MYRIP HSDL1 KCTD20 E2F3 DCP2 CCNE2 B3GNT5 ERG TRHDE FBXL2 EVI5L CALCR TTR ANP32E RNF145 LYPLA1 TOMM7 NPAS3 KLF6 ARHGEF18 PLAG1 TPK1 FAM210A IFFO2 URGCP ELK3 MAP3K20 C14orf28 OPA3 TMEM135 EPHA2 C5orf24 PHLPP2 CDKN3 NBPF15 HGF PITX2 IL6R NRXN1 SOCS5 DOCK4 STON2 SPOPL ZEB2 FAM24A PRRG1 RAPGEF5 ALKAL2 RALGPS2 REEP3 QSER1 IFNAR1 STXBP1 FKBP5 LPAR3 RARB HIPK3 CHP1 PLAGL2 MPZL2 NCKAP5 HMG20A ZYG11B RAB10 PAFAH1B2 WWTR1 MYBL1 CORIN NAP1L2 CEP43 CCND2 PLXNA4 TGFB2 LGR4 MCIDAS CSTA XPR1 MARCHF6 GRB2 CHD2 IKZF5 MAP3K2 HEATR5A TFAP2C CDC14A FKBP1A NDFIP2 HOXC13 TMTC1 UNC5C GLCCI1 PRR11 HCAR3 IRS2 SMIM7 YTHDF2 ZBTB34 ELAVL2 NME1 ZCCHC24 KIF3A TTBK2 PLCL1 IGDCC4 RBM33 FMR1 NCOA2 NBPF9 GPC2 USP49 KAT6B LHFPL6 ACO1 PIGA PPARA TIAM1 NTNG1 TTLL7 TRUB1 MAPK10 UGT1A3 TP53INP1 ZNF644 SCUBE2 C6orf141 TADA1 PAQR9 NUCKS1 TNFAIP3 CCDC85C PDCD4 TMEM170B HMGCS1 MPHOSPH9 ZNF705E MAP2K4 RHEB CD2AP SPRYD3 ZNF416 CCDC6 JAGN1 HCAR2 SFPQ MN1 BRMS1L NEK6 MNX1 DAPK1 EPHA7 GLS KIAA0408 RAB8B HDAC4 PGRMC2 CXCL12 DNAJC13 PLEK KIDINS220 NR3C1 KMT2A RBM20 ZFR CTNND2 INO80D UGT1A4 TNS3 PCDH10 PDK2 MAPK6 ZNF284 CNTN1 SMC5 JAZF1 CLASP2 BBS10 EGFR TCF24 KLHDC10 DR1 SIK1 NUFIP2 H2AZ1 CREBRF SLAIN2 BNC2 PDGFRA BRD3 MACC1 BICD2 SMIM15 GSG1 SCN2B KHDRBS3 NFASC RAB38 ALS2 P2RY1 GIGYF1 MLANA SCHIP1 PIKFYVE EXOC5 RCOR3 PURA MIR200A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR200A_3P PIAS2 CDC25B IPO5 TCF12 LTBP1 ZEB1 GAB1 TMEM41B NIPAL3 BMT2 IQCJ-SCHIP1 MBNL3 CBL TRAM1 PHC3 C11orf54 C21orf91 ANKRD44 MSANTD4 ACOT7 HNRNPF KLF12 TCF4 EGR2 RIMS1 ARPC5 SUPT6H ST3GAL3 ARRB1 JAG1 SIK1B LOXL3 RSAD2 HS6ST2 LHX6 MYH10 TNS1 TCERG1 RBM12 KCTD3 FNIP2 FAM91A1 GCNT2 DLC1 MIER3 ITPRIPL2 TSEN2 VRK2 NR2C2 SLC16A7 DSTYK TSC1 CYP26B1 HCN1 IKZF2 PFKM DUSP3 FAM160B1 CREB1 PAPPA ERC2 PTCH1 AK2 NBPF14 PRELID2 SCD5 NBPF11 VCAN ASTN1 GABPB1 SLC35D1 MAP7D1 MINDY3 PEG3 C6orf120 TMPRSS11F UGT1A6 FAM126B STXBP5 CRLF3 FOXA2 OSBPL11 SRC RAP2C TMED9 LMBR1 MBNL1 MED6 RB1CC1 UGT1A1 ANGPTL1 RANBP6 SPAG9 KIF17 FAM168B CDK13 SLC14A1 CEP120 KAZN MYT1L PHYHIPL SLC19A2 TNRC6B ARFGEF3 PRKACB C1orf21 CCDC80 MFF CERS6 EDEM1 ATP8A2 ABL2 C2orf69 GPAT4 RSPO2 WNK1 GNA13 ABHD18 TAF12 RNFT1 ZCCHC3 ATXN1 ITGA6 CDK8 XKR9 GSN OLFM1 PCDH9 PPT2 DCUN1D3 BEAN1 ACADSB IBA57 PRKCE SEMA6A SDC2 APBB2 SLC20A1 LSAMP TSHZ3 EPN1 RBM46 MIER1 HS6ST3 AP3S1 WDR33 HS2ST1 LPP DMWD MAP3K19 YWHAG SOBP ATL1 CRMP1 NBPF8 CDC42EP3 SLC23A2 NBPF20 PTPRG MDM1 DEK NRIP3 GPR6 UBE3A RSL24D1 FAT3 UGT1A9 HIC2 C5orf63 TMEM130 LYSMD3 RBM24 ARL4A STX2 PPM1E ELMOD1 FNBP1L CFAP20DC CDC25A YAP1 SESTD1 ATXN7 FOXJ3 SLC1A7 ATP8A1 PPM1L RASSF8 SUGT1 AQP11 WDFY3 SLC30A4 GJC1 PIN4 MYRIP HSDL1 KCTD20 E2F3 DCP2 B3GNT5 ERG TRHDE FBXL2 EVI5L CALCR ANP32E RNF145 LYPLA1 TOMM7 NPAS3 KLF6 ARHGEF18 PLAG1 TPK1 FAM210A IFFO2 URGCP ELK3 MAP3K20 C14orf28 OPA3 TMEM135 EPHA2 C5orf24 PHLPP2 CDKN3 NBPF15 HGF PITX2 IL6R NRXN1 SOCS5 DOCK4 STON2 SPOPL ZEB2 FAM24A PRRG1 RAPGEF5 ALKAL2 RALGPS2 REEP3 QSER1 IFNAR1 STXBP1 FKBP5 LPAR3 RARB HIPK3 CHP1 PLAGL2 MPZL2 NCKAP5 HMG20A ZYG11B RAB10 PAFAH1B2 WWTR1 MYBL1 CORIN NAP1L2 CEP43 CCND2 PLXNA4 TGFB2 LGR4 MCIDAS CSTA XPR1 MARCHF6 GRB2 CHD2 IKZF5 MAP3K2 HEATR5A TFAP2C CDC14A FKBP1A NDFIP2 HOXC13 TMTC1 UNC5C GLCCI1 PRR11 HCAR3 IRS2 SMIM7 YTHDF2 ZBTB34 ELAVL2 NME1 ZCCHC24 KIF3A TTBK2 PLCL1 IGDCC4 RBM33 FMR1 NCOA2 NBPF9 GPC2 USP49 KAT6B LHFPL6 ACO1 PIGA PPARA TIAM1 NTNG1 TTLL7 TRUB1 MAPK10 UGT1A3 TP53INP1 ZNF644 SCUBE2 C6orf141 TADA1 PAQR9 NUCKS1 TNFAIP3 CCDC85C PDCD4 TMEM170B HMGCS1 MPHOSPH9 ZNF705E MAP2K4 RHEB CD2AP SPRYD3 ZNF416 CCDC6 JAGN1 HCAR2 SFPQ MN1 BRMS1L NEK6 MNX1 DAPK1 EPHA7 GLS KIAA0408 RAB8B HDAC4 PGRMC2 CXCL12 DNAJC13 PLEK KIDINS220 NR3C1 KMT2A RBM20 ZFR CTNND2 INO80D UGT1A4 TNS3 PCDH10 PDK2 ZNF284 CNTN1 SMC5 JAZF1 CLASP2 BBS10 EGFR TCF24 KLHDC10 DR1 SIK1 NUFIP2 H2AZ1 CREBRF SLAIN2 BNC2 PDGFRA BRD3 MACC1 BICD2 SMIM15 GSG1 SCN2B KHDRBS3 NFASC RAB38 ALS2 P2RY1 GIGYF1 MLANA SCHIP1 PIKFYVE EXOC5 RCOR3 PURA MIR4531 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4531 PNOC DDC CREB5 TCF12 SYT17 OLFM3 BPGM ZNF148 ZKSCAN8 ADAL AUTS2 SPATA33 IKZF1 PIWIL2 FN1 NEDD4L PLAGL1 LYSMD1 COL4A5 WASF3 CCDC120 HTR2A PAX5 AMER1 ABLIM1 THRB KLF12 LRCH1 FBXW7 PDE4A SAR1A ST3GAL3 ZDHHC15 MCM8 ARRB1 KCNN3 CD53 SLC11A2 CYSLTR2 ZFAND5 THOC5 PSD3 ADAMTS9 XYLB REST METTL8 ARHGAP12 CEACAM1 PRKAB1 SLC35A1 TXNRD1 NRSN1 ARPP19 CPEB2 PUM2 SLC16A7 AKTIP IKZF2 SEPTIN9 CADPS2 EDA2R ESF1 PDLIM5 PDE1C ACTN1 OPRM1 EYA2 USP33 TNFRSF21 SLC29A1 TRAF3 SET CD276 CER1 ISG20 STAT2 AMD1 TBL1X BACE1 COLEC11 CDYL SERF2 SLC35A3 CUL4B ZNF587 RPRD1A DBT MAN1A2 MCPH1 SLC1A2 MED17 SERPINB13 ARHGEF4 EGLN3 DIPK2A DEPTOR MSANTD3 CELF2 SPATA6L SVIP AK6 MLX SCN3B KCTD12 TTN INTS6 SF3A3 DDX6 GSPT1 FBXO21 ASPH TFRC PAPOLA LYST METTL4 HPS1 CLEC12B XRN1 OPCML C15orf40 CDH7 RECQL5 C2orf73 CAMK4 GTDC1 TFPI LSAMP EIF4E USP6NL TRMT9B SESN1 KDM7A ING4 CCDC186 RBM23 FSTL4 ZNF385D ZFP82 RNF217 TAF7 TWF1 MS4A1 SYPL2 ADI1 F9 CD209 ZBTB2 THSD7A SLC23A2 CRYBG3 SDC1 AMER2 PGD DAZ3 ELL CD28 GPR26 APH1A CUX1 TUB TRIP6 CAMK2N1 MTRNR2L7 MED14OS EIF4E3 PLEKHS1 ATF7IP TOX3 PDE3B EIF4B PPAT PHC1 GOT2 TBC1D4 BMP2 DAZL SMIM8 BAAT ANKRD34B TTC21B ORMDL2 CCNT1 PSD2 SP7 KIAA0040 ZC4H2 WDHD1 DOK3 ANTXR2 LRRC1 CLN5 MSI2 DCX PITPNB CHEK1 PPP1R12B ZNF780B JMJD6 ZNF106 SCAMP1 TSPAN12 WDR26 FAM189A1 RABGAP1L PAFAH1B2 ST18 FBXL20 EPHA6 SNIP1 TMEM135 TAOK1 LONRF2 SASH1 PTPRC SCAF8 COL25A1 FBN1 CALCOCO2 KIAA1549 SENP5 PTCH1 SLC12A8 ZEB2 GNB4 QSER1 MYO1D AHCYL2 HAL PPP3CC APOC4 MASP1 MMD WIPF2 CADM4 DPYSL3 TPGS2 GATAD1 FOXO3 FAM120C EMC4 ALKBH1 PLAGL2 PPP2R1B SP100 ELMOD2 GOLGA7B SLC35F2 TBC1D8B ADAM28 SLC24A2 SLC15A2 MINDY2 USP27X PAPOLB SLC35B4 ABHD2 RBPMS2 UBE2QL1 PLCL2 HECTD2 SLCO6A1 SNX20 HEATR5A DHRS2 TBC1D7 HOXA9 ZPLD1 CSRNP3 GPR78 HMGN4 SH3RF1 MS4A2 DCAF12L1 GJA1 CALN1 FAM210B SMARCAD1 TESC HSF2 SYNJ1 ZCCHC14 WNT9B DOK6 DDAH1 SLIT1 SLC4A5 ATPAF2 HNRNPU PRR23D1 CLVS2 SGMS1 ZBTB20 FEM1C CDK6 KSR2 GPC6 PIK3CB VEZF1 APELA SUMO2 HP1BP3 LRATD1 SPANXN1 FNBP4 CX3CL1 VSIG10 ZNF24 PATE4 FRAS1 GFPT2 SH3GL2 DENND6A SEMA3C AAK1 SUZ12 DDX3X GNG12 EPC1 PHF8 NFATC2 PALM2AKAP2 KLF7 PDE12 NDUFB5 CREBRF RTL4 PNRC2 CNTN3 SCAI LIN7C CCDC40 TMPO ADARB2 FKBP14 MIR466 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR466 BCL6 UNKL SIRT5 SYBU MAGEA2B ITPRID2 AFF4 WRNIP1 DIP2B PLCXD1 RNF34 PTPRR JAK1 TMCO1 MARCHF6 MPDZ SNAP23 ARAP2 HOMER1 DNAJB4 CRYZ TNRC6C VIP KCTD7 RBPJ NR3C1 DGKH CCDC120 C21orf91 YWHAB SLC44A1 ANKRD11 DCUN1D4 LGI1 KBTBD2 UBTF SYTL2 CNTN4 ZSWIM5 KLF15 THUMPD2 PPFIA2 ZNF367 GUF1 PKD2 DYNC2H1 ZNF326 SEMA6D ANKRD40 DSC3 PGAP1 MAGEA2 UBR1 KDM6A R3HDM1 RGS4 U2SURP INTS14 TNS1 PAXBP1 PAIP1 RBM12 FAM184A CNOT2 DLX5 UBR5 PLCB4 NR2C2 FUT9 ZBTB14 ZNF230 PRPF39 YEATS2 EBF1 ERMN TSHZ1 ABI1 KLF7 IARS1 LEMD3 HMGXB4 ZBTB5 CREB1 ETV1 CLCN4 MAGEB16 RIMKLB GLUD1 PPM1A CASP7 CFL2 TRIM33 USP33 PPIL6 PSD3 SLC9A6 METAP1 C6orf120 BMP10 AUH FAM126B KCNMB2 MACF1 STEAP2 SLC30A5 OSBPL11 ZNF670 PRLR SOX21 SGIP1 COL21A1 KLHL23 CALCA MAP3K15 SHPRH RAB31 PITPNC1 TNRC6B BLOC1S2 C1orf21 PROX1 CYB5A CDYL2 MBIP MYO9B EYA4 DCLK1 SNAP91 PDGFRL DLGAP4 PDLIM5 ANKFY1 AQR PCSK2 KRIT1 SVEP1 ZNF415 MAX WDR47 ACTR3 GRID1 CHMP2B RBP3 SMC6 STXBP3 ZNF680 CLEC4E SERTAD2 CIAO2A XRN1 MAP1LC3B RBAK REV3L SYT4 BHLHE22 SLC26A7 VAV3 NHS GORAB BEND6 SDC2 YWHAQ CNOT1 MLLT3 ZFHX3 EPCAM ATAD1 ERLEC1 PSIP1 PREX2 NUS1 PKN2 SMAP2 KLHL3 CFAP43 ARHGAP23 ARHGEF10L RUNX2 FBXO11 BAHCC1 PIK3CA PCDH18 NUBPL FAM135B UBE3A VAMP2 FAT3 RASA1 CENPI ST8SIA4 SESN3 MOSPD1 CA8 KLHL9 DIPK1C SLF2 NSG1 PDS5A DENND4A MRS2 KDM2A ABCA5 PEX5 EML4 IRS1 TOX3 COL4A1 FOXJ3 KIF3B KCTD8 PPAT CPSF6 AL353753.1 CLEC4C ZNF334 AZIN1 STK3 BRIX1 SNRPD1 POLR2F PIBF1 CFAP47 CCDC62 CCDC32 ARHGAP24 BCLAF3 EIF2B1 C8orf34 GBP5 TMPRSS15 GALNT4 PCMT1 PIK3R1 SLC6A1 USP3 PTEN DTL CEP70 EVI5 GABRB2 GPR173 DIAPH2 LAMB4 CHEK1 ADAMTS17 CKS2 RAB6B WDR26 INTS2 RPAIN RICTOR RALGAPA1 LRRC34 TMEM108 EPHA5 MERTK SORL1 GLI3 MECP2 SLC44A5 GPR137C PCBP1 LRRIQ4 TFAP2A DOCK4 ZC3H12C EPB41L5 ARFGEF2 NR1D2 ACAT2 MGAT4A CLOCK ACSL3 TMCC1 BAG4 PRKAA2 PCSK5 ANKRD45 RANBP9 CAPS2 AEBP2 LYAR IL17C ZYG11B XIRP2 CSNK1D UTY ELK4 ELMOD2 PWWP2A LIN28B NREP RBM25 NAP1L2 NUP62CL STYK1 TGFB2 ZFAND5 EDIL3 TBC1D12 GRIK2 FBXW7 TNPO1 TOP1 ANO5 IL36G DNAJC22 SYNJ1 FRY TNFRSF19 CACNA2D1 KLHDC1 EBF2 JAG2 FAM3C DEFB134 PNRC1 TMPRSS12 CREBZF TMED10 BRD1 ZCCHC24 PDIK1L TMEM196 ZSWIM6 GABPA BTAF1 GUCY1B1 ADAMTS18 KITLG NANP ZFY FMNL2 LRRTM4 NIN MSL1 TBK1 TMX1 ALDH1L2 HDGFL3 NAA16 UCK2 TMEM39A GOLGA7 SLC45A2 GRM3 KRTAP24-1 MEX3B ADCYAP1 PIK3CB ACE SOCS6 KHDRBS2 ANGPT1 EPS8L2 HERC2 YWHAE DACT1 BAZ2B RAPH1 SERP1 RAB9A PHF13 ZEB1 CXCL2 CACNB4 DYNC1LI1 GABRB3 RPEL1 PM20D2 YTHDC2 ZNF518B RPS6KA3 VSTM2A SFRP1 NLK DLAT PPM1K KCNQ3 ZNF519 INO80D VAX1 RNF216 GOLGA8M BTBD3 CLVS1 TLR6 FOXN3 MFSD6 PGS1 PTPN4 RNF44 PHIP KIT TRA2B ERP44 SGTB ZC3H6 NUFIP2 HNRNPA1 BNC2 ABCB1 UBE2Q1 ARID2 FGF4 KLC1 TMEM167B GUCA1B CRADD LMO7DN ARX L2HGDH LRP4 NET1 MIR7159_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7159_5P MEI1 GUCY1B1 PCDHA2 SSX2IP ZKSCAN8 AHNAK2 UBN2 ZEB1 AGTPBP1 ELAPOR2 MORF4L2 TUBB MAGEA4 GNE GOLT1B SRSF7 TMCO1 SSR3 OXR1 CRIM1 ANKRD13C UBE2D3 PGR HIVEP1 LCA5 HDAC9 ARL4A PHC3 ETS1 NDUFAF7 QKI GCNT1 GLCE AP1S2 KDM2B JADE1 FMN2 RAB18 SC5D C22orf39 SCOC GALNT3 DCUN1D1 ETNK1 LAMP2 ZNF84 GSE1 PSD3 DAZ4 ZNF326 UBL3 ST3GAL1 SEMA6D PHTF2 RIC3 WTAP ADRA1A TMX3 CLECL1 TRIM58 CRACR2A CEP83 MGME1 ARMC8 ARPP19 TM9SF1 CPEB2 TNKS2 PUM2 TVP23B CCER1 FAM83A ESCO2 CADM2 ZNF782 CEP170 TASOR PAPPA NRG3 CHRNB1 C1orf115 DUSP23 PPM1A GABPB1 AP1M1 ALDH3A2 ZNF254 THUMPD3 HNRNPK PCDHA12 GPRASP2 NSUN4 FAM126B CUL4B PDE4D SGIP1 GRIA4 E2F5 ZNF639 PPP2R2C DUSP18 SPAG11B KLHL15 DCAF5 ACACA TOMM70 ZNF652 NPY5R PAM CAV1 CISD1 MRGPRX2 ARID4B RBM7 PCDHAC2 RPS6KA6 SPATA22 BLOC1S6 PTPN11 RGS20 RAPGEF2 GTF2A1 PRELID1 CHFR EEF1E1 DCAF10 PRTG GJB7 SLC25A36 EIF1AX AFDN PCDH9 RCAN3 FOXP1 ZNF92 TLE1 PBLD FNDC5 NAP1L1 DTNA SLC10A7 C15orf40 USP8 PCDHA10 MYSM1 SORCS3 CYB5B EPB41L5 ADAMTSL3 NUDCD1 JMJD1C TMEM207 KIF3C KDM3B STRN3 MORF4L1 VPS37A SLC6A11 CAMK2D ACOT9 RFC3 ZNF709 PTGR2 DDX52 PPIE ANKRA2 TRPC3 DAZ3 ISCA1 CLCN3 RASA1 TFB2M HNRNPUL2 LIFR DAZ1 FAM122A HOXA4 PCDHA5 TRIM47 HOPX RPGRIP1L RALGAPB TMEM106B PIPOX REL GDAP2 ARGLU1 HMGB1 RCOR3 UBE2W SMIM8 SH3GLB1 CSTF2 RNF8 BCLAF3 SPIN4 FZD5 CLDN10 IGF1 GCFC2 PCDHA9 ETV5 STIM2 CALCR MYO3B CELF3 COL19A1 SH2D6 FOXC1 ZNF48 FAM216B ZNF718 MCTS1 ILF2 ZBED4 MBD2 CPLX1 PYROXD1 SYT15 NRCAM PCDHA8 BRWD1 DAZ2 RABGAP1L INTS2 ADIPOQ TENT4B SMAD2 SCAF11 NPHP4 SLC12A5 SEMA3D LUZP4 DNAJC27 ZFP28 HGF CDSN PCDHA3 SSR1 LARP7 WAPL NMU WDR44 PCDHA6 LRATD2 C5orf22 CLOCK ACSL3 NAA16 CLIC5 FECH PRKAA2 FOXO3 PAX6 SOX7 CEP85L RORA RNF170 DCAF8L1 PAX9 REPS2 HIPK2 NAT2 BRD4 ESM1 APC BIRC2 SELENOT PCDHA13 MS4A6A MAP3K2 GET1 SAP18 GAL3ST4 DCK PRPSAP1 TAF4B CYP20A1 ZNF470 LRP11 CREBZF MINAR1 EPHA4 SCGB2A2 MIGA1 IL2 KIAA0825 ZCCHC14 CPNE4 DOK6 ARRDC3 ASH1L PCDHA11 OTUD4 NUCKS1 FAM214A PCDHA7 VGLL3 PCDHAC1 RND3 FRMD3 PLPP5 RFX7 EXOC6 NPAT CCDC34 HNMT KRTAP24-1 ATAD2B HOOK3 PCDHA1 RFXAP ERO1A RNASE6 ZNF501 TMEM65 PGGT1B FBXL22 SOX14 CASP2 LDHAL6B MITF SLC9A2 P3H4 MMGT1 VPS35 SLC46A3 TXNDC15 MAP10 WAC PICALM SFXN2 SLC7A11 TTC13 SH2D4B PAPOLA CHST9 TLR6 PAFAH2 CFAP126 TVP23C KCNJ3 GPBP1L1 NHLH2 RNPS1 CYREN NAA25 RFX3 MID1 NUFIP2 CREBRF PCDHA4 HASPIN TBC1D30 ABCA13 SP8 CAPRIN1 PXT1 ZIC2 CLTRN KHDRBS3 COL15A1 ZBTB11 TMEM245 CAT KPNA4 ST7 SSH1 LRRC4 LRFN5 MEIOC ZNF800 L2HGDH MIR6875_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6875_3P MEST MDM4 ZSCAN30 PAK3 DAG1 UBN2 CDKL5 ARMC1 LYN DMXL2 NRF1 CSRP3 KCNIP1 NRG1 ITPR2 ADIPOR1 SND1 CRIM1 TNRC6C CDC14B DDX3X LPAR1 ANK3 HDAC9 KPNA3 DGKH DNAL1 TSHZ2 NUDCD2 NAA35 B4GALT6 GLB1 TEC BRPF1 ROBO2 P2RY10 ZMYND8 MOB1B SIK1B ZFAND5 MTF1 PSD3 MSL2 ZBTB20 CALD1 ANKRD30A EXD1 RASGRP3 WDFY1 DIO2 NUDT13 COL9A1 QRICH1 PTPRD EPN2 FNIP2 SAMD4A DGKE IRAG2 UBE2H BRWD1 ADK PHACTR4 FUT9 CSF1 ZDHHC23 SMTNL2 DSTYK ACVR1C FCAMR CCPG1 RBM41 IKZF2 MLLT10 CDH17 HCFC2 ERC2 CACHD1 SLC38A9 LYPD6 ARMCX3 GPR55 SETBP1 TRAF3 SLC9A6 SCUBE3 RREB1 B3GLCT KDSR ZFP62 RPL7L1 ARID1B GRIA4 MAK16 STXBP5L MOB3B FBXO32 EEA1 HOXB9 RBM27 SPAG9 MTR TMEM132D CLIC5 ANKHD1 UNC80 CHUK MXI1 UBE2K LMLN TNRC6B MYO5C NFIB PCTP EPHB1 KIF2A ATP8A2 NR5A2 RRAGC AHCTF1 NCOA3 DACH1 CDK2AP1 CDH18 ARID4B IGSF10 BABAM2 ATXN1 FLI1 SLC17A4 KCNK2 HDAC7 KDM2A TPM3 SOAT1 CDV3 PCDH9 SRP19 MYOCD PID1 TATDN3 MYBL2 UFSP2 EHF ACADSB PRKCE DNAJC18 FAR1 DTWD2 CAMK4 RBMS3 LRIG2 ADAMTSL3 COPZ1 ZNF629 MCC EGFR ARHGAP20 AP1M2 LSAMP MAPK9 NOLC1 RBM15 TNFRSF10C CDK14 TMEM154 P3H2 TET2 KCNA5 RNF217 ZNF704 NRBF2 CACNA1C CRMP1 MAP2 SOX6 SDHD BCL2L2 TAB2 BNIP2 CTXN2 RIMKLB CD34 KIF1B CUX1 SNX13 HMGCR ACSM2A RIOX2 PTK2 EAPP UROC1 FBXL5 FNBP1L RSPO3 CCDC15 PRKX ANO3 RPGRIP1L FST MSANTD3 EPB41L3 PLXNA4 TMEM70 RAB22A TLE4 THAP12 IL36B NCAM2 PHF20 CYP1B1 DENND10 SKIL LRRC69 CTSS BTG2 PEA15 CDON THAP1 PIK3R1 FLG TCF19 NCOA1 LRRC59 MYO19 SSBP2 FAM210A TMEM273 TENT5A ZNF503 RUFY3 PINX1 ILRUN PDCD2 SMIM21 ATP11AUN TEAD1 NCK1 SPIN3 ELK1 SCAF8 KIAA1549 MYO5B ID4 HAUS5 GYPE PRG4 NFAT5 KCND2 IFNAR1 POTEA FAM98A STAG1 TANC2 TARDBP CHD7 RBM22 AGO1 GRAMD1C MALT1 WBP1L TGFB2 AP2B1 ZMAT4 PAN3 PTGER3 NECTIN3 G3BP1 NUCB2 MAP3K7 IPMK CLCA2 TTC19 PRRX1 TCHP CDK6 TMEM132B GREB1 NDST3 FYB1 PWWP2A CHST2 KATNBL1 YTHDF2 CCR9 USH2A CCDC43 MANEA KLHDC7A AK4 KLHL40 SMOC1 SEPTIN10 CDNF TRMT6 RNPC3 GABPA PCYOX1L CHST9 PATZ1 PCDH11X PCDH15 SELP RGS7 MTAP AMMECR1 SLC17A8 NEUROD1 GRM1 ANXA6 LPIN2 NIPAL1 COL8A1 DSTN ZNF705D SPTY2D1 LMO4 FOXD2 OCRL FRRS1L PLXDC2 ADGRF1 ANKRD34C TDG PGGT1B TOB1 CCDC6 C16orf87 WDR7 GPATCH2L PDE4DIP ITGA9 RAB40B ONECUT2 TDRD3 ANGPT1 NEUROG1 ULK2 TOX PDE6C UGT8 HAS2 SETD9 CDK17 TBC1D2B C11orf87 NIPSNAP2 HSCB FXR1 MAIP1 SLC35F5 EIF3H MAN2A1 TSPAN14 ANTXR1 RBM3 KCNA4 CDK19 SRSF12 SH3GL2 AAK1 SUZ12 ZNF318 UNC13C ENDOU DNAJB4 CEP126 MPRIP WDR64 ARHGAP28 PTCHD4 CEP41 VXN RBBP5 ADAMTS3 CYP27C1 GPR52 TTC14 EML5 SIK1 TIGIT TFAP2B ZNF827 NPTX1 PF4 LZTS2 ZIC2 ZNF22 PSPC1 CRADD DPP10 LIN7C PIKFYVE CAB39 TIMM8A PTGFRN ERI1 MIR664A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR664A_3P MGST1 ITPRID2 AFF4 SLC38A2 KCMF1 ELAPOR2 PDPK1 MYH15 SLC25A40 RGS5 ZNF423 MBNL3 STAM NUTM1 URI1 CCDC81 ABI2 C11orf54 PDK3 HTR2A ANKRD44 QKI MARCHF7 ANKRD28 RHOT1 TBR1 ENAH KLF12 FMN2 TNFSF8 ZNF532 UBA6 MTDH TMEM74 ETNK1 BHLHB9 ZNF84 CT47A9 ZNF570 TDGF1 PLEKHB1 OGFRL1 ACSL6 ABHD11 SSH2 BRINP3 PDE11A IPO7 CD163L1 ZC3H12B CT47A2 ENKUR UHRF1 LIF CWC27 FAM20B SMIM14 GABRP TCF7L2 FUT9 DELE1 SLC16A7 HDAC8 RBM41 ZNF274 ZNF782 NABP1 GMCL1 TRPC5OS C1QTNF7 CYBRD1 LYPD6 SAMD4B ZNF565 ARMCX3 CNKSR2 CFL2 CCSAP POLR1B RREB1 REPIN1 IGF2BP1 SIMC1 FUT2 FCRLB PDE4D PCDHB11 KCNV1 SLC24A4 RB1CC1 DBT GCSAML ZRANB3 PTPRC YTHDF3 GHSR BCL2A1 DCUN1D5 RBFOX1 SNAP25 USP25 PAX3 RTN1 LRRC8B ARFGEF3 POC1B NFIB SLC10A4 PCTP PCGF5 IRF2 TMEM255A ARMC8 TMEM220 AHCTF1 AK6 ARID4B CRY1 C18orf54 ZBED8 PTER BLOC1S6 SMAD4 CYP26A1 KIF3A NOL3 FAM133B ZNF680 CD8A ANKRD6 PCLO CHIC1 RFX3 BCAT1 ARHGAP33 POU3F2 NEK7 RBM17 RPP30 SLC10A7 OSBPL8 RBAK PAX1 NLN ZFP30 DIRAS3 FAR1 GPR34 FBXO33 ZNF268 CAVIN4 IQGAP2 C16orf72 HS6ST3 STRC CNGA1 GPR155 MDGA2 TET2 RRM2 IL17RB LPP BACH2 ATP5MC3 LETM2 R3HDM4 IFNG ZNF420 TWF1 ZNF710 ZNF704 SLC35E1 KLHL2 JKAMP MAP2 MID2 ADGRF3 DRAM1 PIK3CA SPA17 BNIP2 STAU2 SLC1A4 RAB3IP RBM26 ZNF280D SYNRG DENND4A SEC62 SH3BGRL ADGRB3 MSH3 ELMOD1 PTPRN2 GUCY1A2 KDM4B STRAP ASB14 GPATCH4 ANO3 SSPN NRAS ZNF600 ABCB10 TOX3 IGSF11 SLC2A13 CCDC179 NCS1 RAB2A SLC9B1 SESTD1 ATXN7 FOXJ3 ATP8A1 MARCHF2 PIGP OSBPL6 ZNF334 ADGRG6 TMX4 CT47A5 CCL2 DENND1B VDAC2 ZDBF2 DLC1 TMEM251 C8orf34 C5AR1 ZNF506 TBX15 BCAR3 KLHL5 GABRB2 HOXD8 HNRNPDL MPP6 SLC9A4 TRAK2 ARID1A FAM133A STT3A ZNF682 RAB27B TMEM62 ZNF626 KIAA1549L NPY2R ADCYAP1 BRWD1 MAP3K20 TCEAL7 PHKA1 GTF3C4 CSAD ADH4 PRSS35 SEMA3D ZFYVE1 TMEM45A KIAA1549 NMI UVRAG CT47A7 ZC3H12C UBE2D3 DENND4C SUCLG2 PLP2 XK RAB1A SCO1 GNG2 LRP6 CFAP97 GPHN ZBTB44 CT47A1 RNF180 SLITRK4 COPG1 FZD3 ALKBH1 RELCH GLRA3 WDR76 CT47A10 PSMC2 CTTNBP2 CFDP1 PTPN2 AGFG1 DMXL2 ITGA2 NIP7 RFX6 LRRC7 LGR4 NCAPD2 SPCS3 C15orf32 C1D SERINC1 FAM83B IPMK C9orf40 SEMA5A CSMD3 PLAG1 NAPEPLD MAP3K2 CDC14A HERC1 LRRCC1 BEND4 NUDT12 SLC10A2 APOOL EBF2 CT47A3 GAL3ST4 CT47A8 SH3TC2 PPP4R4 YIPF6 GJA1 TAF5L DNAJB11 CEP76 CORO1C GABRG1 SPRING1 ATP6V1B2 NECAB1 GPR180 MTERF3 TRPA1 IFIT5 TXNRD3 MREG POLQ C12orf29 ZDHHC21 HOOK3 ZNF354B LRRC8C ZNF888 GPC6 TLR8 DNAJC1 USP49 PTP4A2 BRWD3 LARP1B CPE CT47A11 MED13 FRYL CT47A4 PICALM ZEB1 PTGS2 PRR18 RSBN1 ARMT1 CCNC NR2C1 ADCY7 YTHDC2 ARL8B KMT2A KIF11 GLT6D1 AAK1 CT47A12 TWSG1 SEC24C INO80D NPY1R RPAP2 KDM4C ZSWIM2 RNF157 ARHGAP28 TMEM260 ICOS MAPK6 CNTN5 MSTN ST8SIA2 ZBTB41 PTPN4 PHIP KLHL4 SFI1 IMPACT CT47A6 SAMD8 NUFIP2 MEP1A CYBB DSE SMIM15 MMP13 SHB SPSB4 P2RY1 LMO7DN ABHD6 MYOG MEIOC SPATA9 IL1A C4orf17 RAPGEF6 MIR545_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR545_3P ALS2CL CHN2 FZD6 CAMK2D FBLN2 MFAP5 ZNF622 GNB1 MAP3K7 ADIPOR1 CBL GRIK3 PTAFR MAPK8 IRF8 ARL4A DGKH PALLD PEAK1 CUL3 ATP6V1G2 PURB TUBGCP3 DUSP1 ANKRD7 HNRNPR LRTOMT MOB1B NUSAP1 CCDC25 PTBP3 ARRB1 PRKG2 SORBS2 GCLC SECISBP2L CSNK1G3 PRKD3 RMI1 CASKIN1 SCAF4 RBBP6 SNAP25 MIEF1 FAM91A1 ZC3HAV1 LRP1 APOD NDRG4 TBL1XR1 UBR5 TCF7L2 CNIH4 PDZD8 TNKS2 EFR3A ADAM23 CCPG1 CYP26B1 CEP97 PAFAH1B2 KCNA2 SHCBP1 TGIF2 MYLK PAPPA ETV1 REEP1 PTCH1 MAGEB16 RBL2 METTL14 AMFR HMGCS1 SCD5 TRIM33 ISL1 CYSLTR1 MTX3 CCDC77 KRIT1 RIF1 LGI2 OSBPL11 EGR3 VTI1A FGFR1 CRK PDE4D CDK19 COL3A1 RNF38 KCNV1 IPPK KIAA0895 MEX3D SLC14A1 G3BP2 KLHL15 FAM110C LRIT3 CTTN SNX2 CERS6 CELF2 PIAS2 NCOA3 SNTG1 TDRKH RC3H1 PIP4K2C CPPED1 FBXO45 ZCCHC3 PIWIL4 C1GALT1C1 RDX PSG1 SEC14L1 ARHGAP24 RIC1 SRP54 FOXN2 PEX5L STX6 RSRC1 PCDHB6 APBB2 EIF4E SLC16A1 TBC1D19 ANKDD1B MAF DPH3 FAM43A STXBP5 TMEM154 CAMK2B LRP12 WEE1 TCAF2 ZNF704 TRIP12 SLIT2 FBXO30 THSD7A SLC45A4 SRD5A1 SLC41A2 MDM1 IL4R SEPTIN11 ZFHX4 ATXN1L GPR6 RASA1 KIF1B UHMK1 CEBPZ SENP7 CACNA1B CLDN23 TNFSF13B EIF4E3 COL4A1 USP37 LUC7L OSBPL6 CPSF6 DNM3 PPM1B CDC42SE2 SMAD1 DPY19L4 TRAF6 MYEF2 GPATCH8 ARGLU1 KCNC4 FGF2 DIP2C CEACAM5 GOSR1 TP53BP1 JPH1 ILDR2 USP31 SUMO3 PPA1 TASOR2 TFDP1 GCC2 PIK3R1 CEP57L1 COL19A1 AKAIN1 TESMIN SDHAF3 USP9X HRK MRPS28 MIDEAS STXBP6 FAM174A RRM2B SNIP1 SHOX CHUK GRIA3 FGD4 PCDH19 RCOR1 TGDS RTL5 PTPRK DDX42 ANK3 CDKN2AIP MS4A13 INTS6 NR1D2 MGAT4A NUP133 SCO1 CTNNB1 DLEU7 ZBTB44 UBTD2 OTUD1 CHD7 BNC2 LPGAT1 NRCAM SLC35A5 LRRC42 KMT5B UBE4B RAB11FIP2 SLC25A12 CNR2 MFSD4B TBC1D8 ABCC5 RAVER1 CPEB3 CCDC89 SETD3 PSEN1 GNAI3 PCDHB10 NR3C1 CBX2 CALCRL ABHD17B PLAG1 ARHGAP42 RELN UNC5C PCGF3 TPD52L3 PDE10A KBTBD11 SCYL2 AVL9 PTMA NPAS3 NEDD4L RLN2 SEPTIN2 LRIG1 KIF21B ZNF280C SAMD12 ANKRD55 CLTCL1 USO1 PKP4 POTEM BCCIP PFN2 PTGDR2 ARIH1 DOK6 ARRDC3 HECTD1 DSEL SNX29 ARHGAP18 ZNF621 DENND5A TMPRSS11D RFX7 ATP2B4 POLQ LMO4 ENTPD4 FOXD2 MOSMO ATAD2B ATG14 MEX3B GABRG3 DCLK1 DBX2 TIPARP SOCS6 ONECUT2 ARID3B UBE2D1 TOX RPF1 YWHAE SHOC2 ANKIB1 TBC1D2B ANKRD50 AGO4 FLRT2 CRISPLD2 TLCD4 RYR2 TNRC6B DCUN1D5 KIF13A SNAI2 KIDINS220 RBPJ PCDHGA11 MRPL50 CAV1 SYT11 COL6A5 PCDHB14 STK38L KCTD4 DDX3X BMPR2 INO80D TRIM66 PZP GK5 BRCA1 MKX ANK2 UBR3 RNASEL BCAT1 CIT JAZF1 USP9Y SOS2 VCPIP1 SPDYE5 C1orf74 DPY19L1 ADAMTS16 SPTBN1 CYRIA DR1 ZC3H6 NUFIP2 NRP2 CREBRF DOCK10 CXCL16 MYRFL BICD2 HASPIN LYVE1 CDK12 SMIM13 TMEM215 TBC1D8B CADM1 SCAI AUTS2 N4BP2 USP15 LRP1B ZNRF3 MIR4492 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4492 TMEM222 FBXO31 BCL2L13 PPM1M DAG1 CBX6 YY1AP1 NANOS2 KCNS1 CABLES1 GAB1 OSBP2 SRSF7 PAK4 MYO1C NCSTN OTOF GRIK3 TMEM178B ARHGDIA IGSF8 SLC9A3 MYL12A MOCS1 NKIRAS2 BTBD9 ARRB1 PCDHGA5 PKLR TM2D3 DDX54 SYT12 CPNE5 PCDHGA11 TRABD2B COX10 COPS7B TMC7 JPH3 NAA60 ST3GAL1 SEPSECS PCDHGC3 PLEC CMTM4 ABR TJAP1 MRAS APC2 SMYD5 CASP10 SLC12A4 TOM1L2 ARMC3 NF2 WARS1 RAB7A LRP1 NDRG4 MEN1 ACVRL1 ACVR1B TBL1XR1 FOXP2 FAM219A NR2C2 ZNF346 COL1A1 CYP26B1 SLK CNIH2 CDK18 BHMT2 CLIP3 NFIC FOSL1 ARHGEF40 NKD1 SAMD4B BARHL1 AOC3 SLC2A8 PTCD1 ACSF3 RAB35 FBXL16 HOXA11 GFI1 ALDH4A1 RAP1GAP2 KLK4 TEX264 RNF38 SEMA7A ZNF219 EEF2KMT RAB5A PML HLA-DOB GNAI2 NMNAT2 TPD52L1 BTF3L4 CYB5R3 SLC46A1 ASB6 ZBTB4 NFIX SLC39A3 SARM1 CLDN18 PMM2 ZNF385A TTLL6 CEP85 ATP5MF-PTCD1 TXLNG NT5DC3 SLC6A17 CDYL2 TMCC3 KIF21B ZNF594 MAPKAPK3 TXN2 STRA6 MRTO4 NFASC NKAIN2 FMNL1 FAM170B SCRT1 SUV39H1 PCDHGA3 TRAF7 CLIP2 FAM163A SLC1A3 APLN CADM3 ENG ARHGAP4 ARHGAP1 CLDND1 WDTC1 SH3PXD2B AKT1S1 EEFSEC TTL TYSND1 EIF5 KIAA0513 P2RY2 PKIG CHD5 WHRN NAT8L PCDHGB5 JADE2 SLC45A2 PCDHGB4 PCDHGA9 PRDM11 PRKACA SLCO3A1 LIMS3 TRAM2 FAIM2 ABCF1 NAP1L3 EFNB3 JMJD8 TAOK2 ABCG4 SPOCK2 PKM TRAF1 ERC1 MICB CENPP TRPM3 CAPN15 SLC37A2 EMP2 DNM1 TMEM41A CRTC1 PAQR4 MID2 SRD5A1 SLC35E4 PPIE CUEDC1 SPIB G6PD ZFR2 ZNF618 TAGLN RASD2 VSIR ADGRA2 LMF2 PEX14 LIFR PLXNA1 FBXL18 PCDHGB3 PCDHGB6 PPME1 NCS1 FAM240A PPP3R2 GIPC3 CLCNKB SON TRIM62 SLC8A2 NDUFA11 SAMD11 ABCF2 TBC1D16 GNG13 GTPBP1 RPL28 CLCN5 BRAT1 CPLX3 HES6 GIT1 TLX1 EDAR WDR48 EVC CELF3 PDE4D SNX19 ZNF454 ZNF609 PTPRF DCAF7 STK40 RUFY4 RAB6B FSTL3 TNC PSME3IP1 DIAPH1 SZT2 VDR ATP2B2 MFAP1 MAPK8IP3 MGLL TMEM127 PCDHGC4 PRCC GLIS2 MECP2 ADGRL1 BCAM ZDHHC22 ZMIZ1 EPHB2 CDC42SE1 LZTS1 RPIA CRAMP1 LY6G5C PPIL2 MBTD1 AKT3 IQSEC2 NCOR1 UBA1 STUM SOGA1 CINP SEMA6A TRAPPC9 NPLOC4 PKP2 CPLX2 TOX2 CPEB3 PARVG PCDHGB1 ARC NGFR PLXNA4 CTCF FBXO41 IRF5 SPRN NECTIN1 CPSF7 TMEM54 SYT7 PARN CHRNA4 TNFAIP1 ZFP41 HIPK2 PCDHGA10 SLC25A19 SYNJ1 KREMEN1 LOXL3 PCDHGA4 HCFC1 PRLHR SDK2 NCLN ADGRG3 ZDHHC3 HSPB6 OGG1 CDR2L PCDHGA2 GPRIN1 HOXA7 KCNC1 DENND2B PPM1F MARVELD1 NDUFA4L2 PPP1R16B SYNDIG1L TBC1D5 PCDHGA12 IGFBP5 STRBP ZNF395 OLFML2A PHLDB1 TCP10L PIK3R6 LHX3 PCDHGA6 RELT MPZL2 KIAA0930 ALX4 CBX7 REXO1 DNAJB5 SUFU PPP1R11 PYGM CERS1 PLXDC2 TTYH3 SH3PXD2A CNP AP5B1 PCDHGB2 PAX7 ITCH DUSP8 FOXK1 VAMP1 ACE PCDHGB7 ARID3B CPNE2 PRAF2 C19orf54 MAP6D1 DCANP1 CPTP NMD3 CX3CL1 PCDHGA8 MDGA1 SLC35F5 USP30 CLDN19 PACS1 PRCD METRN PCDHGA1 ZC3H7B TMEM151B FGF19 RIMS4 ARNT2 LRRC4B NATD1 KCNIP3 MPRIP TRMT61A TRIM66 PCDHGC5 PPM1H ENGASE RNF20 ZNF672 ARL2BP PCDHGA7 RNF44 GPBP1L1 ESPN VWA3A GRM2 BRD3 SDC3 NPTX1 SMPD3 SHB SDK1 CLCF1 LIMS4 CABP7 GSK3A TXLNA ARMC9 LARP1 MIR4311 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4311 ESRRG ATM MTTP SIX4 AFF4 AFF2 NAB2 PTPRR RAD51B MEF2C JAK1 TNFRSF11A WTAP BMT2 CACNA1E SLC39A10 KLF4 CBL VOPP1 OXR1 BVES MLF1 SP6 MID1 RALGPS1 HDAC9 KPNA3 IRF2BP1 SLC24A4 DGKH TFAP4 C21orf91 B4GALT6 H2AJ A1CF RUNX1T1 P2RY10 TP63 XRCC5 KCNMA1 ATP2C1 SNRPN PTBP3 LAMP2 HSFY2 THSD4 EPHA3 MSL2 MRPL19 LSM12 GCLC ZBTB20 LENG9 ARHGEF9 CMTM4 HEATR5B PRKD3 TENM1 ZC3H12B PHKG1 RUBCNL GIPC2 ENTPD5 CNTN5 RNF139 FOXG1 DDX5 AMOT LZTFL1 FAM122B SRGAP2B CHAC1 EBF1 C19orf12 ACVR1C CADM2 ETV1 ZNF611 AR VCAN ZKSCAN1 IMPA1 RRP36 UNC5CL DGKI RREB1 SRCIN1 ABLIM3 TRDN ARID1B GRM5 CMAS IRAK1BP1 AURKC SLC1A2 YTHDF3 CLIC5 KIF1B PCDH15 MXI1 CALHM4 NMBR CIP2A ARMC8 EXOC2 CDK2AP1 LANCL1 ARID4B ENPP3 TGFA LCTL OXGR1 GTF2A1 HSFY1 ACTR3 EGFL8 DCAF10 ALCAM VSIG10L CDCA4 CLEC10A TATDN3 XRN1 ADA2 ZNF2 PTGER3 C1GALT1 CASK ZDHHC9 BAMBI TIPIN PRKCE ERLIN1 RAB3B COLGALT2 SEMA6A NCAPG ZBTB18 ABHD17B RBMS3 DUSP6 SSBP3 GFRA1 WDR12 MTERF4 GTF2H3 ATP6V0C TMEM178A SOX5 ZNF641 GID8 LPP CLCC1 PCSK6 ATL2 RCAN2 TOM1L1 TWF1 TRIM50 HSD3B2 F9 PGAP4 TMED7-TICAM2 ATF7 SEH1L CTCFL SPARC WRN MAGEB2 CNTNAP5 ALPL SESN3 BPY2B CAMK2N1 SERPINB1 RAD54L2 SLC36A4 SARAF ZNF275 NFAT5 GIGYF2 CALM1 ATF7IP VNN1 CPEB4 NRAS POU2F1 GRM7 LRIF1 SESTD1 MTFR1 COX15 DNAJC6 IDS NEXN CPNE8 WNT16 FCMR CPNE3 DIP2C SH3GLB1 NCAM2 GRIK4 IKZF1 ANGEL2 SPIN4 ZNF521 DHTKD1 TBCA CLCN5 DNAAF6 MYLK4 KIF5B TRIO CALCR AFP SLMAP TICAM2 MPP6 ZHX3 MSI2 NPAS3 SLC4A8 DCX PLAG1 NEGR1 SSBP2 STK40 RNF128 NUDT3 RRM2B ADIPOQ TUBB2B KLRG1 UBR7 SNIP1 SENP1 SCAF11 PCED1B UBQLN2 TEAD1 ZNF620 CETN2 KIAA1549 RAD18 LRRC41 BDP1 RIMS2 SRSF1 NDUFB5 RASAL2 ATP2B1 L3MBTL3 MBTD1 SSX2IP GATAD1 TRMT13 KRTAP9-4 COL1A2 CCDC141 SLC35A5 RORA KCNJ2 PDLIM5 HHIP ELMOD2 MAPKAP1 TOX2 CFAP52 DVL3 TTC17 DOCK5 CEACAM7 SETD7 RAB14 C3orf56 BTBD7 PPDPFL EDIL3 SRFBP1 ATP11B C2orf76 SEMA5A ANXA2R CSRNP3 EBF2 PDE10A TMEM35B KCNK1 LAPTM4A SMCO3 DNAJC21 CALHM5 GMPR DAPP1 MC5R IGF2BP2 AAMP ACO1 RNF144A CDIP1 GABPA SLC17A8 DAW1 GPR88 HIRIP3 SNX27 ASH1L SYT16 ATP6V1B2 SLIT1 GPR180 OTUD4 FMNL2 NUCKS1 BBOF1 AK7 CD1D EEF2K GNRHR RFX7 CYP8B1 KAT6A NPAT EN2 HOOK3 DERL1 WDR43 SVIL RTKN2 RAB3GAP1 LINC02693 C11orf87 HSPA2 BAZ2B SNURF IP6K1 MYF5 PFDN2 SMIM17 C2CD2L PM20D2 ZHX2 ESR1 AAK1 PRAMEF2 CWC25 IGSF23 MTBP INO80D BPY2C ST8SIA4 BPY2 TMEM260 LPGAT1 SAMD8 CREBRF RASGRF2 KCNC2 SOX9 HSPE1 UBXN4 CATSPERB TEX55 RDH10 FYB1 FRA10AC1 PECAM1 ZNF800 NEK9 TYRP1 PAG1 MIR539_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR539_5P ADAM22 SIX4 PAK3 ZNF148 EYA4 PIAS2 MFAP5 AGO3 OGFOD1 GPRC5B SCMH1 PALM2AKAP2 CUL2 CD1E PRRG1 DIXDC1 HOMER1 SIK3 DNAL1 APEX1 SLC44A1 UBTF PURB HNRNPF KLF12 DSG2 ZSWIM5 CNOT7 NELL2 ZNF367 CNTNAP4 PKD2 MTF1 BANK1 ACSL6 RBM28 KAT7 ZBTB20 TENM1 KDM6A RANBP3L FRS2 CRIPT UBE2H NPL ARPP19 PCBP2 KLHL14 ANKRD62 KRTAP3-2 RAD50 CEP97 HCN1 ZNF782 SP1 KBTBD6 CILK1 DDHD1 PRICKLE2 GAS2 OPRM1 FAM111A ZFX GABPB1 MAEA ADAM12 ADD3 RALA KIAA0232 HNRNPK PHAX ITGB6 FAM126B B3GLCT KCNMB2 STEAP2 KDSR TMEM168 ZNF567 ITGAM COPA CAAP1 SLC2A14 LHX1 CMAS RAB5A CADPS2 PHF3 ZNF146 BROX PCDH15 CCNYL1 UBE2K MARK2 TNRC6B IDE EPHB1 WDR35 FAM122C SLITRK2 BCL11A RERE GABPB2 FNIP1 TNFAIP8 GABRA4 C18orf54 MAGI2 RSPO2 UBA5 SPRED1 METTL15 POGK AEBP2 FAM135A ASPH PAPOLA CHSY3 CHIC1 VWA2 XRN1 CDCA7L TNFSF4 TRDN MMP8 TMEM33 KCNB1 RAD9A COX19 FAM122B TGFBRAP1 CXCL14 TBC1D19 SLC25A46 GRK5 DPH2 CBX5 ARL5A DNAH6 KDM7A AHRR SLC22A15 HS2ST1 RRM2 LPP BACH2 PJA2 SHTN1 LAMA4 ALDH6A1 MAP2 FBXO30 ALX1 RUNDC3B SLC41A2 KCNG3 CD93 JTB CCDC50 CCDC91 BLZF1 PLEKHJ1 TP53INP1 ATF6 ZFHX4 KCNK9 PLCH1 RAD54L2 SLF2 SEC62 VPS36 PTK2 GDAP2 ANO3 ESRRG RPGRIP1L FGF13 TRIP11 TBC1D5 POU2F1 RAB2A KCTD11 DNAJC6 FAM155A RESF1 NAV1 SLC25A37 SH3KBP1 BTLA ZKSCAN4 ATPSCKMT ARID5B PKHD1 TFAM ANO1 TTC21B PDE7B DENND1B USP31 IPCEF1 TRHDE TRIM5 KIF5B SLC5A7 GNAO1 PEX13 CHORDC1 KLF6 DCX SSBP2 ZNF677 GALNT7 MAPK8 YTHDF1 KLRG1 TENT4B GPR155 PCNX1 DNAJC27 SPOCK1 ELK1 CAMSAP1 CREBL2 TRMT112 SLC1A2 MEGF11 WAPL MYCL ETV1 RALGPS2 POPDC3 KCND2 WDR44 WBP4 ITGB8 PDE6H MBTD1 STX12 DNAJC10 CCDC141 FZD3 TANC2 RORA IDI2 C1orf141 TP53TG3 CFAP52 SEMA3A BASP1 CYP3A7-CYP3A51P TOR1AIP1 TBCEL RNF128 ZNF382 ZMAT4 PAN3 BTBD7 CSTA XPR1 ST8SIA1 FAHD1 S1PR3 ATP6V1A FMNL3 CDK6 KIAA1191 BEND4 LATS1 SYNPO2 APH1A FAM205A CSRNP3 ZNF354A DLG4 NQO1 SH3TC2 LAMC2 GSPT2 F8 ELAVL1 EFEMP1 KCNK1 ZSCAN12 ATP8A1 ZFPM2 NCOA2 STMN1 NAE1 GABPA DST RNF165 STRBP RWDD4 BLCAP SNAP29 AADACL4 TBK1 TP53TG3D ACKR3 CLASP2 FAM214A TMX1 HNRNPU CCDC186 NUDT21 LILRA1 PRSS12 TAPT1 NPAT TMEM200B PNMA1 LECT2 CD2AP HOOK3 SLC5A12 FBXW11 EBF3 PAX7 GLO1 HSPB1 ONECUT2 ST20-MTHFS NFKBIZ SRSF10 JCAD LRATD1 EPG5 KRTAP11-1 RAPH1 VSIG10 IP6K1 ZRANB1 TBRG1 NEUROD4 NEBL ARL8B TP53TG3B AAK1 ATF7IP NFIB POU5F2 VAMP1 INO80D VAX1 C17orf97 IKZF3 RNMT ISM1 AZI2 BSN GNG12 CLVS1 NEXMIF HDAC1 MTHFS SMC5 APOL4 STRN PDIA4 ETAA1 ZBTB41 PTPN4 SESN3 DPY19L1 CSE1L ENC1 TTC33 LNPK BCL6B SCML2 TNFRSF11B PARP16 ING3 FMN1 HSPE1 LIFR CAMK1D SEC16B PRKAA1 WNT3 SEC24A DSCAML1 RARRES1 PIKFYVE MOSPD2 MEIOC UPK1B TET1 MIR6873_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6873_3P ESRRG CALU ARNTL MDM2 MC2R SYNPO2 NTRK2 KCNS1 TMCO1 MBNL3 NRN1 REP15 CELF4 ZBTB7A VIP CCDC178 TMEM178B PITPNM3 PROM1 ZNF557 IL17RA NLGN4X PDK3 VAT1L CNIH3 GLCE LRRC6 MCM10 VANGL1 ZNF117 MOB1B CD86 KRT26 SLC10A3 LZIC MYORG MRO GRAMD1B PSD3 SELENOS GPR176 CDH19 GDAP1L1 TRABD GPATCH11 RANBP3L TNS1 ELAVL4 ZNF808 ZNF761 PGF ZSCAN22 AQP4 ZNF317 WWC1 TBL1XR1 OVOL2 ZNF138 NEURL1B SMTNL2 HDAC8 CADM2 ZNF426 SPOP EFCC1 CARMIL1 SF1 MYLK GPR161 ZNF544 TRPC5OS PAPPA IRX5 ZNF611 SYS1 RIMKLB RNF185 DPYD PRDM10 F7 PLA2G7 ZNF765 MARK1 FBXL16 TBX3 KRIT1 ZNF559-ZNF177 TBL1X RREB1 CC2D2B B3GLCT ZNF670 ZNF514 RORA ELAVL3 ZNF440 RPRD1A ZNF135 CTTNBP2NL MBNL1 LONRF3 EYA3 GUCY1A2 METTL8 SPRY3 TLE4 DCUN1D5 DDX19B MID1 NELL1 FRMD3 NUAK1 ARF6 BTRC HRH1 BCL11A ZNF716 ZNF594 SLC9A3R2 FAM131B FAF2 PEG10 HOXC6 HOXC5 POU2F2 ZNF562 TFAP2E TBX5 ARHGEF3 ZNF415 ATXN1 GRID1 SEPTIN8 RBFOX2 WNT8A ZNF655 ZNF302 RDX MAP1B POU3F2 PPRC1 RPP30 LTN1 SNCA ZNF772 ZDHHC9 USP10 PHF21A RNF169 CHMP7 ADRB2 ZNF493 BHLHE22 ZNF268 TVP23C LSAMP TBC1D19 ASAH2B SV2C FAM104A COPS2 SOX5 LGSN ZNF610 SLC22A15 LPP DISC1 SBNO1 KCNK6 ACER3 PPP6R1 APBA1 KIF21A TUT4 NAMPT AGPAT1 ZBTB17 CD44 ZNF99 CBS LYSMD3 PLXNA1 DENND4A ACSM2A ALKBH8 MAPK14 DTNA C22orf46 SNRK SMARCA4 EPB41L3 NEIL2 WSCD2 SLC5A3 RABEP1 HMGCS2 MAFG ANOS1 TAF11 FRMPD4 ZNF708 SMIM8 ZNF124 ZNF816 PGM2L1 USP6NL PDE7B ZNF91 ILDR2 RTKN2 KCNK17 SETD9 ANTXR2 EVC ZNF718 MSI2 ZNRF3 SORBS1 FANCC KIAA1549L VGLL3 ZNF468 ATP2B2 CBSL SMIM21 TMEM135 KIAA1841 ZNF90 WDR27 MAFK ADPRH SLAIN1 SHOX RIN2 CYTH4 INHBB ZDHHC22 DPF3 DES IL5RA STON2 HLA-DOA ZNF730 TNFRSF13B ZNF778 CDKN2AIP SOST ARL15 PLEKHA6 ITGA4 PCP4 TRMT12 HAO1 ENPP1 SLITRK4 CDC42BPA BNC2 CD300E WDR45B CPLX2 AUTS2 SLC25A20 STAT5A SEMA3A WBP1L PARD3B MZT1 PPP2R5B CTSO ST8SIA1 ZNF280B HNMT ZCCHC8 TM9SF3 MAP3K2 LRIG3 ARHGAP42 SLC12A2 ZNF844 ADRA1A ZNF711 TLE5 IKBIP ZNF816-ZNF321P EP300 SH3TC2 STK17A BBX EMX2 ACSM2B CALHM5 PLCL1 NIPA1 ZNF676 YPEL5 MEX3A MAP4K2 CDNF FASLG MTPN ZNF100 PCSK4 ZNF107 ZNF763 RNF213 MSL1 SERTM1 RNF148 SBF1 SGMS1 KCNJ3 NPAT ZDHHC21 OCRL ZBTB40 CD160 SLC5A12 PRDM2 SH3PXD2A ADCYAP1 GPC6 GPATCH2L ONECUT2 ZFP90 APELA LRRC10B SP100 THSD7B C11orf87 ZFHX2 AGAP1 RAPH1 PDGFA MAN2A1 IFIT2 ZNF28 SLC30A7 RTN4RL1 ZNF813 FAM102B DENND6A SIGLEC15 SLC7A11 NLK ZNF701 UNC13A GK5 PARM1 ZNF439 TLX2 PTPN4 CCL16 MAGI3 KIF4A LACC1 GPBP1L1 ZNF596 ZNF578 LENG8 PAGR1 PRPF38B KAZALD1 USP32 SRP19 VWC2 SCN2B CFAP97D1 PLGLB1 CACNG8 DMRT3 TMEM245 ZNF136 ASCL1 ZNF721 CDK12 POFUT1 ZNF195 GABRB1 ZNF728 ZNF208 SYNJ2BP PURA MIR6883_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6883_5P MINK1 ZSCAN30 CASTOR2 AP1S1 CBX6 PLCXD1 LYN MNT HYI KCNIP1 C20orf96 MYO1C RBM24 ALPG C1RL HOXA10 PLA2G2A PITPNM3 CREB3L2 SAV1 BCL9 PARP11 COL5A3 IGSF8 IRGQ PITPNM2 PTPRA C1orf210 RUSC1 CYHR1 PAIP2B CCDC69 CSDC2 GFOD2 MTF1 COPS7B CORO2B SLC25A23 MYH14 N4BP1 THTPA CASKIN1 TNS1 CASP10 VWA5B2 PCBD1 IKZF3 DAB2IP LRP1 C3orf35 AHDC1 TIMP3 ACKR2 HOXC4 KCNQ2 ARFRP1 SERPINA1 CYP26B1 CAPZB BICDL1 TET3 PDE7A STIM1 IQSEC3 PIK3R2 MIEF2 ERI3 ATXN2L NFIC AR APOA5 SYNGAP1 RAB35 CSNK2A1 VPS37C ADAM12 RAP1GAP2 GANAB AGAP2 PHYHIP SMG6 RALGDS FURIN RNF38 KCTD10 PTK2 ELAVL3 RASSF5 DEPDC5 ASIC1 EYA3 TPCN1 PPARD FBXO10 APLNR INKA2 PACSIN1 HK1 NFIX NAV2 GRSF1 SARM1 ZNF385A ORAI2 MPP2 SRRM4 KIF21B ATP8A2 SLC9A3R2 FAM131B FNIP1 MAPT ABCB8 NFASC CIC DLGAP4 MGRN1 POU2F2 PRICKLE1 THY1 FIBCD1 ATXN1 RBFOX2 CLIP2 VSIG10L SCN4B TMEM63C NACC1 ERF WDTC1 SOX12 SUPT5H RIMS3 G6PC3 PRR32 COL11A2 SSBP3 RAB5B RPL32 YWHAQ POLR2E RSPO4 STX1A SLC12A4 FAIM2 CDKN1A CSF1R ABCG4 PRR30 EIF4EBP2 SPRYD4 CERCAM MAP11 SH3BP2 ARHGDIA KCNQ4 STARD9 ZNF710 ELFN2 SPRY4 ARHGAP23 ATF7 TMEM104 UNC5B MAFF AP2A1 RPH3AL GALNT2 ALPL VAMP2 NOVA2 RAB11B TMEM184B AGPAT1 FSCN1 BCL2L1 COL6A1 VSIR NOX1 NCOR2 CSF2RB MORC4 TRIM67 CAMK1 PLEKHG2 RRP15 USP37 DAGLA KLC2 RHOC FAT2 TAP1 MAP3K9 KIF18B PNPLA2 SLC8A2 PKNOX2 ACP3 PBX2 SLC6A11 KCND3 POLR1G TOMM40 PA2G4 KHSRP PPP1R9B CARM1 GNAO1 TMEM120B XYLT1 SLC4A8 DLK1 PSMB2 RTN3 FOXP4 IFFO2 SHISA6 B9D1 SLC22A23 STX2 BET1L NIBAN2 MECP2 ELK1 MMP19 KIAA1549 AVPR2 DES ARHGEF11 DESI1 NOS1 SH3GL1 SENP5 HMGXB3 SHISA7 DTX4 XKR6 PRG4 GLDN CYP1A2 PPM1J CPQ RNF24 GRK2 CCDC180 MKNK2 ANKRD45 SOGA1 SV2A SYT15 SYN2 NDST1 CDC42BPA PLAGL2 GPM6B KIF5A PNMA2 SLC2A4 MEF2D RNF222 FGFR1OP2 RAVER1 PARVG NGFR PLXNA4 RPS6KA2 ZFAND5 MAVS NECTIN1 SORCS1 AC016876.1 AIF1L SYT7 NUP98 TAF4 NPTXR HIPK2 POLH MGAT5B IL2RG ZNF667 TMTC1 SYNJ1 EDNRA PAPOLG SMARCD1 CSF1 POU2AF1 HCFC1 YBX2 MTA2 ELAVL1 F11R MRPL43 MS4A4A ZNF544 CALN1 DUSP4 ADAM21 TSKU CCDC43 CDR2L ARPC2 GNAT1 MLLT6 KRTAP4-11 SLC35F6 MEX3A CTSD STK35 PPM1F MYRF GLP1R WNT9B TSPAN18 ZNF333 SLITRK5 DDX18 FANCF TUBB4A KCNK15 DDAH1 HOXB8 BAZ2A NLGN3 NYNRIN RELT PPP5D1 FAM131C ALX4 SBF1 SUFU TMEM252 TTYH3 LZTS3 KSR2 DUSP8 RHO FOXK1 SV2C PNPO IQSEC1 RAD51B YPEL4 SEC22B S100A5 CNGA2 DACT1 BAZ2B AGAP1 SLC7A1 CHST3 NTSR1 PACS1 MXD3 C2CD2L CNNM1 RFT1 ZNF518B ATP2A3 ARNT2 C9orf78 SREBF2 LRRC4B RNMT ANKRD52 ABO SCAMP4 BSN RBMS2 PLEKHA5 PIGR SYNGR1 PIK3C2B CDC23 ABCB5 PXDC1 PTPRJ SOX13 RNF44 ZBTB4 LENG8 OAF RAB3IL1 ENTPD2 PRR12 TFAP2B RPRD2 RALB GGCX SDC3 UTP11 APCDD1 POMT2 SDK1 DPF3 MYO10 KRT75 PLA2G4E ARPC4-TTLL3 MDC1 GSK3A RPL15 DNAJB2 MVB12B CSDE1 PURA MIR7856_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7856_5P MBOAT2 MBTPS2 ZNF568 ZCRB1 ELAPOR2 EYA4 CTNNB1 WTAP FBXO22 SLC50A1 PRRG1 OGT PTH CELF4 TFEC ZBTB7A TRIT1 KCTD7 NCOA7 HIVEP1 RBPJ DGKH DZIP1 DCUN1D4 MCTP1 GCNT1 THRB GLCE A1CF TEX12 ROBO2 ANKRD13A SLC41A1 TMTC4 MOB1B RCOR3 SULT1C4 TGFBR3 GALNT3 SRPX PCDH11Y XIAP SLFN13 GRIP1 FLRT3 PDCD10 DMKN SGCD EPHA3 PPP1R9A AKR1E2 RGCC RMI1 RBMY1A1 ICE1 ITM2B ARHGAP12 CASP10 ZNF546 SMAD5 GIPC2 NRSN1 CNTN1 USP38 KLHL14 UNC50 GUCY1A1 PTPN13 ATP11A PAQR3 CCDC88A MEAF6 MAP4K4 REV1 PTGDR TRPM1 WDR47 ZNF507 C14orf132 LSMEM2 HMGXB4 VDAC3 GPSM2 ETV1 RAP2B GXYLT1 NRXN3 KCNT2 TVP23A GASK1B NTRK2 CNKSR2 MFAP3L CFL2 TRIM33 RNASE4 PON2 DPY19L3 MRE11 DHX40 TBX3 PNISR RIF1 AIDA BACE1 SERF2 RAP2C PPCS KLHL23 LMBR1 MKLN1 ACP1 GUCY1A2 UBE2A DCUN1D5 BIRC3 BROX SLC4A7 FBXO25 TNRC6B IDE FSD1L SREK1 PIK3C2A IRX6 RAB11FIP1 SRPK2 DACH1 DEFB127 GABRA4 SLC4A4 RC3H1 CTDSPL2 TRIM14 VPS13C FBXO45 SPRED1 ETFRF1 KLHL28 SCN1A ZBTB43 RAD23B DARS1 EIF5A2 CDV3 ERBB3 ACVR2A SP3 POU3F2 PRRT2 SRSF2 ARMS2 PLAA RBAK PPARGC1B USP10 REV3L CHD6 STARD5 GLRB CAMK4 MGAT4A PHACTR2 JPT1 CLUL1 CCNJ FIBIN CPEB1 TRAPPC2 TCEANC COPS2 PAQR5 COL5A2 DNAH6 ZFHX3 DDX31 RNF2 MDGA2 GABARAPL1 RICTOR RNF217 LAMA4 ENOSF1 KRAS SEH1L RASGRP1 SLC1A4 GEMIN8 RAB3IP TRIM9 SNX13 KLHL31 ZBTB6 UBFD1 PURG FNDC3A IRS1 GPR22 SMIM10 DOCK7 OSBPL6 NEXN CCT8 DIXDC1 NAV3 DNMBP TRAF6 VPS53 GTF2I HIPK3 HOOK1 TMX4 ING3 FGF12 TTC21B FAM120B SLC10A7 TIMMDC1 GBP3 E2F3 AAGAB SRI CCNE2 PPP1R3A IPCEF1 GLT8D2 C18orf25 ATP13A3 PHF12 VGLL4 MORC1 PPP1CB MCTS1 DNAJC25 DMXL1 NEGR1 DAAM1 LPAR4 WDR26 RRM2B TRIM2 LRAT TMEM108 ADGRL3 PANK3 FAM120A KIAA1841 TMEM237 MAB21L1 MYMX RBMY1F PCNX1 PSEN2 RGS9 SSR1 TSHR PEX12 LIMS1 NMI SPIN1 KIF16B SPOPL SRSF1 FXR1 ARFGEF2 RBMY1D QSER1 ITGB8 MICAL3 LRP6 BAG4 LGALSL CAMTA1 MKNK2 PRKAA2 F5 PPP4R3B CDH26 VMA21 ZYG11B MCCC2 MOSPD2 TIPRL GNPNAT1 LRRC7 MINDY2 CDC73 COBLL1 THOC2 SNX18 CDH8 TERF2IP ITPR3 HDX ZDHHC2 MAP3K2 CDC14A GET1 SHROOM3 RAPGEF6 ABCE1 RNF216 YOD1 DCDC1 IRS2 AVL9 SH3RF1 KLF13 GSS RYR3 CREBZF RBMY1E FZD3 ERP29 FTMT DRD1 TRABD FBP1 AK4 MIGA1 FAM172A MASP2 TYMSOS MAPK14 XRN1 ZCCHC14 TMTC3 SCN9A LRRC19 LRRC58 ZNF468 TTLL7 HECTD1 RRAGD IFT57 UBLCP1 NANP ARHGAP18 B3GALNT2 ABL2 MTERF3 THAP2 TTC22 ZNF705D KAT6A YAE1 ZDHHC21 CNTNAP2 ALCAM ELL2 BBIP1 SLC12A2 RAP2A SIRT1 RTKN2 RAB30 RAB40B PCSK6 BRWD3 CPE EREG CPSF6 ZNF414 SLC46A3 EPHA7 RWDD2B DICER1 SRSF8 EIF2S1 KIAA0408 ZRANB1 TLCD4 HEMGN FOXO1 ARL8B SUZ12 ARPP19 ROBO1 NFIB BMPR2 INO80D VAX1 OARD1 KLB LRIF1 TMEM260 VCPIP1 ZBTB41 PTPN4 NHLH2 DRD5 CAB39 ZNF320 MRPL17 NUFIP2 PDGFRA BZW1 SOX9 PTCHD1 TWF1 PPP3CB PAIP1 SCAI CLOCK METTL8 WASL HMGA2 GPR37 MIR4699_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4699_3P MPV17L PLD3 OCIAD1 SIX4 ZNF148 PTPRM KCNJ1 FCHO2 DMXL2 TMEM41B GOLT1B FBXO3 MPDZ RSBN1L TFEC RAB27A URI1 DCAF17 ARL4A RBM39 DICER1 DGKH PHC3 CDH10 MCRS1 CMPK1 CGGBP1 NCBP1 FAR2 RHOT1 PRPF40A TUBGCP3 A1CF P2RY14 PTPN22 RCOR3 TRPS1 B3GALT1 DCUN1D1 PCDH11Y DEUP1 ETNK1 ZNF367 DDHD2 KAT7 GCLC LMOD2 CCDC61 PRKD3 ZWILCH TENM1 KCNJ4 C6orf136 ADRA1A ITGB3BP FAM234B RBBP6 HBS1L DHX15 FUT9 SEZ6L2 UNC50 PAQR3 LNPK FCRL1 GBP4 CCPG1 CYTH3 RBM41 ZIC3 SPAG1 KCNA2 HCN1 KBTBD3 KCNAB1 ZNF608 PDLIM5 CILK1 HJURP PIK3CG BRD2 LYPD6 TRIM33 PSD3 DHX40 ZNF33B C20orf194 SLC9A6 ITGA8 NFKB1 WRAP73 FAM126B SIMC1 RALGDS EGR3 RABGEF1 ARHGAP5 LTV1 MSC CDK19 RORA SGIP1 PARP8 PRR16 ZNF532 EEA1 GUCY1A2 PHF3 EDEM3 RBM27 CBFB SEL1L3 UBE2K C1orf21 PCDH11X SGPP1 CDYL2 SLITRK2 TYW5 ELF1 TMEM220 SVIP NCOA3 REXO2 DCLK1 CNOT7 DACH1 SNTG1 GABRA4 CRY1 INTS6 HTR2C ANKRD22 DNAJA3 PCDH9 CHIC1 TLE1 KIAA1217 HLX AP3S1 ADD3 TACC2 TTL RIC1 MTSS1 RNF169 CHMP7 ADRB2 FGF9 TMEM33 LRIG2 VAV3 CYB5B GNL3L CASD1 DUSP6 TUT7 IQCK NHS ADAMTSL3 CNOT6L NPR2 MAMDC2 IFT74 ATP23 NAP1L3 MFAP3 STXBP5 RICTOR CENPA PDE1C DNAH10 ZNF704 ARL1 PKN2 FGFR2 GABRG2 DENND5B ARHGAP23 SLC31A2 CXCL8 LONRF3 MEF2A SLC8A1 ABHD10 RTCA ASAH1 CNOT4 PIP4P2 TM9SF2 EXPH5 OPRK1 C16orf70 OCLN PTPN6 FAM135B SNUPN STMN2 RASA1 KIF1B PLAC8 ZNF516 MYC FILIP1L SLMAP MPP7 ITPR1 RILPL2 DBF4 NKTR SAMSN1 AP3M1 SESTD1 IRX2 ATXN7 SLC20A2 MTFR1 DNAJC6 CPSF6 SLC5A3 BORCS7 KLF3 AZIN1 AKAP1 STAT5B ARGLU1 NRIP1 HOOK1 EMC8 SFSWAP AFG3L2 FAM181A RFPL4B SKIL CUL1 PTPRZ1 PLPPR4 IGFBP3 IYD GNAQ LSM1 C1orf52 ADRA2A ZNF236 NEGR1 ADAMTS5 PIP5K1B GLI2 STARD13 IFFO2 PLEKHA1 ZNF257 MBNL3 SRPX2 PELI1 CEP350 INTS2 LGR5 SLC35E2A CAPN12 DKK2 STC2 GREB1 AP1AR ALG11 BMP6 PDE1A SASH1 LSM14A TENT4A TSGA10 SELENOK PEX2 VIP GRIA3 ZNF492 SLC27A2 LARP7 ARHGEF11 PTPRB POLR2B ZC3H12C BDP1 UBE2V2 LRP8 WAPL WDR89 RALGPS2 RALGAPB RAI2 FCRL2 TTK FAM126A LRP6 RBM12B NCOR1 GRIA2 ASB5 STX12 DIPK2A DNAJC10 SYT15 SRP9 NRCAM VLDLR FGD4 BCAR3 PCNP IREB2 ACTR3B PSMB4 HSD17B13 BACH2 RAB11FIP2 APBB2 JADE3 ARL6IP1 NEFL TOP2A MYBL1 RBM25 SLITRK6 COG2 CLSTN1 RNF128 TGFB2 GFPT1 SH2D3C N4BP2L1 TIAL1 PAN3 ZNF197 RAB14 ZFAND5 HOXD8 MARCHF6 TBC1D12 SLC38A2 HECTD2 PTPRJ PROSER1 CDH6 CALCRL MAP3K2 HIPK2 B3GALT2 SPTLC2 NF1 C2orf49 HSPA1A CHST2 PIM2 PHF23 FAM3C PNRC1 KATNBL1 CRLS1 GOLPH3 VGF PTP4A1 ZBTB34 DHX35 ELAVL2 TMEM202 TRDN RAB12 NIPA1 MKRN3 KHDC4 MEX3C RTF1 MYRF ZCCHC14 CLK2 LRRC58 GPR4 WIPF3 DKK1 COL5A1 STRBP ARHGAP18 RETREG2 MAP3K1 FMNL2 ALG10B TBK1 ZIC1 ABHD13 STK24 NRG1 SLC1A1 KIF18A BBOF1 ALDH1L2 IFIT5 TTC22 ATP1A2 AHCTF1 HSPA5 TMEM170B RFX7 CLVS2 SRSF1 BCL2L11 NPAT USH2A POU3F1 DLC1 PPM1D PTPN13 GAB1 SF3B2 VEZF1 RAD17 ZNF407 UBA2 TOX PLXNA2 BMP3 SLC45A1 PHF13 EMX2 MRPS23 RGS7BP ANGPT2 ARMT1 ARL8B CNEP1R1 ARHGAP32 FOXJ3 KMT2A SUZ12 NLK ARPP19 NOG KCTD4 INO80D ARHGAP11A CLVS1 USP42 ERBB4 KLHL24 MIA2 TMEM60 OLIG3 UBR3 PXDC1 TBC1D23 STRN GABARAPL2 PTPN4 KIT ATMIN RFX3 SAMD8 SKP1 FASTKD5 APC NUFIP2 ING3 CSNK1G3 PAWR CCN2 LRRK2 SLC35D2 SACM1L ARID2 EMP1 PABPC4L RAPGEF4 ZIC2 GABRB2 NXPH2 SCAI FBXO32 HNF1B KLF5 CACNB2 TXNL1 ATRN VKORC1L1 ADARB2 PIKFYVE DOCK3 DLG2 IL22RA2 USP12 ZMYM2 MIR9_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9_5P CREB5 SIX4 ATF1 PAK3 M6PR SLC20A2 OTUD3 SMARCD2 MEF2C WASF2 STEAP3 NID1 SLC50A1 CTNNA1 FAM155B GRIK3 ONECUT1 CRIM1 THEMIS SLC39A14 C21orf91 RAB34 THRB AP1S2 ANKRD13A CACNA1E TSPAN9 VANGL1 TGFBR2 MAGT1 TGFBI ATF2 MCMBP GALNT3 SLC10A3 DDHD2 CMTR2 SIK1B FBXL3 ADAMTS9 LAMP1 UBASH3B PDK4 TENT5C REST TENM1 ITM2B DIO2 COL9A1 TMEM109 KIRREL1 UHRF1 FAM91A1 FYCO1 MIER3 ITPRIPL2 FOXG1 TBPL1 AP4E1 IPO11 NRP1 DYNC1I2 ITM2C CPEB2 CDIN1 TRERF1 UTRN ATP11A IL33 FAM13C DYRK1B PWWP3B TYW3 CCNG1 HCFC2 GRWD1 NUTF2 VDAC3 SLC6A2 CAPZA1 RHOQ GGPS1 SEPTIN10 ZC3H10 VCAN PRDM1 ZKSCAN1 SHC1 ESRRB VAMP7 TES PSD3 MRE11 RALGDS NOX4 TRAF3 TMEM87B AUH FAM126B KCNMB2 DNAJC14 ACOT7 PCGF6 ARID1B ITIH6 PLSCR3 CLDN14 SGSM1 KIF13B RNF111 PHF20L1 EOGT TBC1D22A SGMS2 MTR GRSF1 UNC80 EGLN3 CC2D1B ARF6 PCGF5 PIK3C2A JPT2 GIT2 NR5A2 TLNRD1 SHROOM2 NCOA3 DSE SPATA16 CNOT7 FKBP7 MAP3K3 MYPN HPS5 GOT1 KCTD12 BAHD1 TXNDC5 IGF2BP3 PCSK2 BCAT2 TSC22D2 CNMD ITGA6 CHMP2B ZC3H12A ERICH3 PRTG PI4K2A EFNA1 POU2F2 SPART TRIM71 POLR3G MYOCD POU3F2 MYH9 NTAN1 PALMD FOXN2 SYT4 RBMS3 PHLDB2 UBE3C VAV3 DCUN1D4 SDC2 FAM8A1 TAFA5 CNOT6L FLNB BEND3 MAB21L3 EMB MDGA2 FRMD6 ASXL1 ATL2 SLC44A5 ARHGDIA FNDC3B ZSWIM9 SMAP2 SLC39A9 ARHGEF2 SLC31A2 TENT5D SLC8A1 CCDC50 TRPM7 CCSER2 UHMK1 SLC7A8 RXRA ST8SIA4 HIC2 P3H1 UBFD1 ADCY5 ARHGEF17 ITGBL1 RPS6KA4 HLCS LMBRD2 EIF4E3 SMURF2 FREM2 MGA CPEB4 POU2F1 PDE3B MTMR2 HMMR SLC25A24 RMND5A MICAL2 PTAR1 SLC5A3 DIXDC1 STK3 AR CHST15 ADAMTS6 ANO1 ZCWPW2 INSIG1 ARMCX2 PNPT1 PCDH7 TMPRSS15 RHOBTB1 C2orf15 FBXL2 PRRT3 PRKG2 ITGB4 SEC23IP IGFBP3 VGLL4 GABRB2 DIAPH2 C4orf46 NXPE3 SMARCE1 STARD13 FOXP4 CEP350 SNX7 TNC SHTN1 ATOH8 SLC9A1 C18orf25 PARG HOXB13 LRRC39 MIGA2 INHBB FBN1 MFSD14A GPR137C FLRT3 PRPS2 ID4 SOCS5 ANKRD29 REEP3 ARFGEF1 ARFGEF2 AP3B1 FOXP1 RNF150 TESK2 SEC31A ATP8B2 DCBLD2 SYT1 ITGA4 BAG4 LMNA ICMT FNIP2 HIPK3 DIPK2A MAP1B KCNJ2 LRRTM4 MAP1A NID2 MMP16 IFI44 PPIP5K1 MAEA PRDM6 TBC1D8 CPEB3 LIN28B C16orf54 SPON1 NCOA7 YBX3 MARCHF6 CLCA2 TAFA4 PRRX1 SNX16 UBE2Z FYTTD1 KCNJ14 FSTL1 MAP3K2 SHROOM3 SPTLC2 TENM4 TMTC1 REEP4 SYNJ1 CCNE1 DENND3 ADRA1A ZNF354A TNS1 TAF4B SHROOM4 CALB2 ELAVL1 GOLPH3 MIS18A BBX C11orf58 CCDC43 AK4 IGF2BP2 KLF5 OXSR1 PYGO2 PPM1F NFIC PMP22 PPARA NTNG1 CXCL11 PLBD2 EHD4 KCTD10 BACE1 PLPP6 KIAA2013 VCL DOK6 MRTFB FURIN SIX5 KITLG ZNF395 SACS MTHFD1L B3GALNT2 MAP3K1 ABL2 CHMP1B LDLRAP1 KCNK4 THAP2 ESYT3 TLK1 OGDHL SLC19A2 ZBTB20 UACA ZDHHC21 MTHFD2 CDK8 CCNT2 C9orf129 LZTS3 NAF1 ALCAM ATG14 SIRT1 MYO1C ARPC1A RAB40B ONECUT2 PCSK6 FBRS HLTF ULK2 FBXW2 ASCL4 ITPKC SETD9 FRYL SERINC5 SCUBE2 GLS MDGA1 FAM199X MEGF10 EPHA7 NEFH PGRMC2 RANBP17 STAC KIF13A CSGALNACT1 VAMP3 SFXN2 RTN4RL1 MAPKAPK2 GDNF SNX25 SBNO1 CARD19 ENPEP COLEC12 STK38L KLHL18 RHOJ PTBP3 GALNT1 MAP7 FGF5 ZBTB39 ARID1A TRIM66 SORT1 TMEM260 ANK2 CMTM6 HUNK IPO4 CSNK1A1 ZBTB41 PLPPR5 ADAMTS3 PDE12 PHIP GPBP1L1 NHLH2 TBC1D4 PXDN PTPRK ADGRL1 STT3B SAMD8 FBN2 DR1 SIK1 COL27A1 DLX3 CREBRF AMBRA1 HIPK1 SLC6A6 PDGFRB RALB MYRFL LRRK2 BTBD10 SCYL3 LYVE1 CNTN3 AATK AMMECR1 ZBED3 COL15A1 PIGM ASXL3 CCNDBP1 DNAJC3 ASB7 CLOCK OTUD7B SYAP1 NFATC3 ESYT1 PHF8 COG3 NEDD4 LSM14A RASSF3 MIR4251 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4251 SYNPO2 FCHO2 PCBP4 PDPK1 PIAS2 FAM177B TP63 CCNB2 FYN MEI4 GABRB3 VGLL2 ZBTB7A TPM4 URI1 CACNA1G DMAC1 FGF14 CUL3 SLC44A1 KBTBD4 UBTF PRPF40A SPP1 CNTN4 ARL13B KLF12 DSG2 ANKRD13A ATF3 TSPAN9 ZSWIM5 PPP1R18 TRPS1 MST1L CNOT7 DCP1A PTBP3 TXNDC11 SLC11A2 HSPA4L SEC14L1 MTF1 THSD4 GPATCH2L CMTM4 CSNK1G3 IBTK DIO2 MBD1 UHRF1 E2F6 IL17RD DGKE ARPP19 NRP1 DUSP16 ZNF230 LNPK CYTH3 TSHZ1 ZIC3 TMPRSS13 CD274 IKZF2 EPSTI1 ANKRD46 YPEL2 LEMD3 SLC6A2 REEP1 CLCN4 DDHD1 PRELID2 ADSL SMIM2 RNF170 GABPB1 ZNF248 IRAG1 SCN8A IGDCC3 STXBP5 ARID4A TASP1 CUL4B TMEM168 EGR3 ITGAM TCAIM TMEM106C DPY30 TOGARAM1 SLC2A14 STXBP5L RASSF5 CMAS PPARD PHF20L1 APLNR DOCK11 PIP4K2B ZNF239 MARK3 CEP170B EPB41L4A CLIC5 ADGRB2 LARP4 ARFGEF3 C4orf19 TXNIP MEIS2 CDK15 RERE NSL1 SHROOM2 RAB11FIP1 NCOA3 CCDC39 CEPT1 APOBEC3A TNFAIP8 NFASC COL11A1 GABRA4 MAGI2 RFC3 SOX4 DCAF10 EIF5A2 NBPF3 MCM3AP MAP1B CHIC1 MYOCD EEF2 FRAT2 CNOT9 PAX1 DNAJC5B RAB3B BHLHE22 PHACTR2 MYSM1 FERMT1 KCNB1 GFRA1 CHSY1 SDC2 NDRG3 SLC26A2 SEC14L3 DPH2 HS6ST3 TDRD6 ZFHX3 DUT TMEM154 GID8 NAA15 BACH2 SEMA3G RICTOR PER1 C1QTNF5 ALDH6A1 FBXO30 DDX52 SLC35E4 NETO2 CCDC50 CCDC91 TRIM9 APH1A ZNF618 CHRFAM7A SESN3 ZNF516 HIC2 RAD54L2 SLF2 ZNF678 SIPA1L1 POU1F1 MAML1 MARCHF8 PTK2 FCGR1A PPM1E HLCS GRIN2A ADCY1 ANO3 USP2 SNAPC4 RAB2A ATP8A1 CCDC28A-AS1 ANGPT2 GOT2 PTAR1 CPNE8 PPP4R1 PIAS1 CERS3 SLC30A4 TMX4 VEPH1 MYL12B PGM2L1 CSTF2 ZCWPW2 CDADC1 GNG2 DCP2 PDE7B PBX2 BTG2 NBPF1 TRIM5 PLPPR4 SLC6A1 SLC5A7 PCYT1A SHANK2 POLR3F TMEM120B BCAS1 TMEM67 TIA1 TRAK2 KLF6 ZNRF3 SORBS1 UNC5D SPICE1 SSBP2 TMEM64 MBNL3 MAP3K20 TSPAN12 SLC25A5 MAMLD1 KLRG1 TENT4B TSPYL1 KRTAP1-5 PCNX1 TRAF6 KCNS3 ELK1 TNFRSF1A FBN1 GRIA3 STK32C LCOR RAD18 TLN2 ERFE HOMER1 WAPL STK11IP GALNT15 KCNJ10 FAM78A WASHC4 SLC35G1 SIDT2 RNF24 CNOT8 FCGR1B LRP6 AKT3 WIPF2 TPGS2 BNIP5 SPECC1 SYT15 TANC2 FAM117B SLC35A5 NBEA PRKAR2A SENP7 G6PC2 RAB11FIP2 CLIC6 LRRC7 ANGPTL2 HRH2 PTPN14 ABT1 PAIP2 COL4A3 CHRNA7 NDUFA6 HDX FMNL3 TMEM132B TRABD2A ZNF667 TBC1D2 ASCC1 UNC5C CCDC117 HCFC1 SH3TC2 KLF13 MTA2 CYP2U1 YIPF6 BOD1L2 OSBPL1A FZD3 ZSCAN12 DNAJC21 EMSY STK35 DIDO1 MAPK14 TENM3 NAIF1 ID1 STRBP ZNF644 CLTC GALNTL6 FAM214A CENPB PSME4 GRM3 EBF3 CCDC6 NUDT16 CCM2 ABRAXAS2 ONECUT2 VRK1 MED13 LRATD1 PLXNA2 EPG5 THSD7B DACT1 RTP1 PRKAB2 SLC7A1 CLHC1 ZRANB1 TLCD4 BMPR1A NLRP5 MAP3K19 TFCP2L1 DOT1L AAK1 RBM20 PYGO1 SLC17A7 IKZF3 AJUBA RNF157 NEXMIF MAP2K6 MIER1 BCAT1 STRN IGSF3 ADAMTS16 SNX4 KLF7 CYRIA IRX2 SCML2 PRPF38B RASGRF2 PPP1R3G PHKG2 DNPH1 GDPD1 VWC2 POMT2 MED1 CAMK1D KCNA6 PON1 STK39 CSNK1G1 USP15 GRIN3A NFATC3 IL16 MTMR9 IDE PTGFRN KLF14 SLX4IP TSPAN2 RASSF3 MIR4799_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4799_5P CREB5 SLC30A6 BTBD3 SLC25A21 C2CD6 ZEB1 ARNTL2 PFDN4 CEP68 GGACT GAB1 RGS5 BMT2 FAM200B PRKACB WNK3 OMD SLC30A7 SPATA13 KPNA3 RBM39 CENPW PHC3 C11orf54 DNAL1 C21orf91 SLC44A1 B4GALT6 VDAC2 CNIH3 GLCE ALCAM SGK1 PIAS1 MOB1B NUP155 TMEM74 RHOA ZNF550 ZBTB20 RFTN2 SERBP1 DSC3 ATE1 KDM6A SMAD9 CRISPLD1 TMX3 ZBTB10 THUMPD1 DGKE FAM20B FSD2 GALR1 TBL1XR1 LZTFL1 CPEB2 NR2C2 PGRMC1 RAD51AP1 SLC16A7 ACVR1C SPAG1 FAM114A1 LCMT2 ASPH CENPK ZNF608 CCDC148 AGGF1 PPM1A HACD1 FAM111A LIN54 MTX3 MMP1 RALA P2RY6 PHKB CAMSAP2 TC2N PCDHB7 TMEM47 RORA SGIP1 UTP14C NCEH1 BMX MAK16 LEPROT ZBTB4 CUL5 DDHD2 GRSF1 LARP4 IL17A GPAM ARFGEF3 TOMM70 POC1B SGPP1 TSN PRKAA1 PCGF5 BCL11A RASSF8 RNGTT CCDC39 RCBTB1 SYNM ST8SIA3 C1QL3 RPS6KA6 PDLIM5 TMF1 PROX1 BAHD1 SNX10 ZNF322 PMS1 CHSY3 GHITM HSPA13 RFX3 SERTAD2 MYOCD GOSR2 OSBPL8 PI4K2B REV3L CRPPA CAMK4 NEK4 PEX5L NHS SDC2 PDE3A MRC1 ZMYND11 ZFP42 DISC1 CNOT1 KDM7A LGSN CHD1 CCDC186 NUF2 NUMB TXLNB LPP PJA2 R3HDM4 RCAN2 TOM1L1 TWF1 SPRY4 RNLS DENND5B KRAS OTUD6B TENT5D FBXO30 THSD7A MIS18BP1 CCDC91 CLK4 HPRT1 CCDC73 NAMPT HACE1 BTG1 SEC62 FBXL18 NFAT5 VNN1 GDAP2 EML4 IRS1 SLC2A13 FGF13 TMEM106B SESTD1 PTAR1 CPNE8 AZIN1 SKI TBC1D4 FLVCR1 FRMPD4 GNAS DAZL RGS13 ZNF362 MYRIP TFAM POLR1D ZCWPW2 DDO FAT1 GNG2 DMGDH TMEM251 USP31 SKIL ACVR1 SETD9 PIK3R1 NOVA1 ANTXR2 ANKRD12 ZCCHC2 ZNF718 TNFSF11 USP9X PRRG4 UNC5D NEGR1 TESMIN DAZ2 VAPA PHF8 RABGAP1L IQCE C14orf28 HLTF VGLL3 TAF5 TRIM2 BRD1 YTHDF1 C8orf34 SMAD2 TMEM135 TAOK1 ARHGAP32 ADAM17 ALDH1A3 MECP2 SEMA3D PHF6 CHUK PRKDC ZNF492 ZMYM2 ARHGAP6 HOMER1 ZEB2 NDFIP2 DENND4C DDX42 AP3B1 XK ITGB8 RAB1A LRP6 TMCC1 NAA16 CAMTA1 RNF11 CCDC141 FZD3 SAR1B KIF20B TULP4 HOXD3 G6PC2 ZYG11B TMED7 ELMOD2 KLHL29 NR4A2 CLGN DYRK2 MINDY2 SOGA3 MCIDAS KLHL42 HEATR6 MAGEB4 SYNCRIP APOLD1 IPMK TM9SF3 IKZF5 E2F4 ZBTB33 DCX TTI2 GBP1 NDST3 CTBP1 TTPA CYP4V2 LATS1 GZMK FAM76B PDE10A INSIG2 SCYL2 AVL9 FIGN DEFB134 TBX18 EFEMP1 HACD3 METTL9 RGS22 ZNF451 KCNK1 C11orf58 SMARCAD1 TRDN TTBK2 IGF2BP2 EFNA5 MIGA1 SASS6 USO1 PCDH17 ZSWIM6 TENM3 NTNG1 HDHD2 LRRC58 RNF165 NIN BOLA3 ABHD13 PCDHB12 NUCKS1 ATP6AP2 LSM11 ALKAL1 PTGIR SLC19A2 ZNF740 EIF3A ENTPD4 VEZT TBC1D20 PLET1 GRM3 CASP10 ATAD2B PLS1 CNOT6L EBF3 GLO1 SOCS6 ANGPT1 BRWD3 MITF BRMS1L MEGF10 CLHC1 KCNJ6 KIAA0408 EPHA7 RB1 CLIP1 FUBP3 HIF1A ATG3 MAPK1 FUNDC1 THSD4 ARL8B NLK CFAP44 AKR7A3 APBA2 VIRMA PYGO1 CD1D ANKRD52 CARNMT1 ZBTB39 GK5 PSMC3IP CNTN1 VCPIP1 PTPN4 PLPP5 CFHR5 SFT2D3 SAMD4B WIF1 TRPC5 DR1 ING3 SOS1 ARID2 SMPD3 C5orf15 MXD1 TBC1D8B CNST VMP1 SF3B1 APPBP2 PPFIA1 SEPTIN7 STK39 CDC14A PLEKHA5 EXOC5 MIR302E http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR302E BCL6 PRDM16 CREB5 CHURC1 SSX2IP FZD6 CAPRIN2 RELA TSEN34 MFAP5 JAK1 CXCL1 PRRG1 RSBN1L ASF1A OXR1 ZBTB7A CRIM1 TNRC6C ANKRD13C MIER3 GUCA1C DGKH TFAP4 DCUN1D4 H2AJ GLCE A1CF TGFBR2 TCAIM TRPS1 BLCAP GALNT3 DPP8 DCUN1D1 LAMA3 ZNF367 KAT2B LMO3 PKD2 MTF1 PSD3 EDNRB LHX6 CROT REST IGHMBP2 SLC16A10 RBBP9 PTPRD TMEM183A GLIS3 ACTL6A FYCO1 ITPRIPL2 TIMM17A SMIM14 PHACTR4 NR2C2 SLAIN1 TRERF1 TNKS2 GUCY1A1 IRF2BP2 ATAD2 CFAP94 CADM2 CYP26B1 SPOP SHCBP1 IKZF2 TET3 GNPDA2 MYLK NFYA GPR161 ZBTB5 CNOT6 PAPPA DDHD1 CYBRD1 DPYSL5 ZKSCAN1 CFL2 SETBP1 CCSAP PDE8A TMUB2 PRDM4 DCAF6 SRCIN1 RALGDS NFIA PDE4D RORA PARP8 SCARA5 ASAP1 ZNF532 CDCA7 TAGAP SS18L1 E2F5 ZC3H13 PRR16 ERCC4 GRM5 KIAA1522 RB1CC1 APP GUCY1A2 USP46 MED17 SMARCC2 OLFM3 YTHDF3 EZHIP FAM168B TRPV6 DCUN1D5 MYT1L UNC80 RTN1 EPHA5 ZNF385A TXNIP NFIB ROCK2 GDF11 ZNF652 BCL11A SLC16A6 CELF2 IRF2 ARMC8 ZFYVE26 C2orf69 NCOA3 PFKP GSTM3 ARID4B CUX2 TBC1D2 FGD5 SUV39H1 MPC1 TMTC2 SPRED1 ATXN1 USP24 GPR12 ST3GAL1 USP16 RABGAP1 RDX LYST RGL1 ERBB3 TANC1 ZNF2 SLC33A1 BARX2 PBK SLC45A2 IFNLR1 SMNDC1 C6orf15 LEFTY2 MCC TSHZ3 MAPK9 CXCL14 HIP1 ZFX ZNF25 KDM7A GATAD2B HS2ST1 TWF1 KLHL2 ASXL2 RAB11A COG5 TIPARP MICA RUNX2 SNX5 CYB5D2 ST7L ZFPM1 CXCR4 VLDLR SDC1 AMER2 GPR6 ZNF260 RASSF2 UHMK1 CUX1 ANKRD17 PAK2 ACADVL C2CD2 ARHGEF17 BTG1 SLC40A1 LAMP5 TEX2 FNDC3A MTUS1 PLEKHS1 SYNC ZFP1 UBE2B SLC43A2 TRIP11 SNRK KIF3B PPM1L ZNF75A LEFTY1 UBE2Q2 ADAM9 RAB22A FCMR ZNF362 HIF1AN ARID5B MYCN CPEB1 KPNA2 PPP6C ZNF77 DCDC2 SHC4 ITGB4 PHF12 ASB13 NHLRC2 NPAS3 CORO2B ZNRF3 PLAG1 MBD2 TMEM62 UBE2J1 WDR37 PKHD1 TMEM64 MBNL3 MCL1 SLC22A3 FAT4 PHKA1 GPCPD1 CUL3 VDR TMEM86A TAOK1 SERF1B RFLNA C5orf24 FAM219B SUCO ATP2C1 DNAJC27 MIGA2 GPM6A INHBB DUSP2 ARHGAP30 RAD18 SNX8 BNIP3L ASF1B E2F2 BCAP29 LRP8 RASGEF1A REEP3 TMEM123 LHX8 MRPL42 KDM1B RBL1 TESK2 NTN4 ITGB8 ABHD3 RASAL2 ZBTB25 FSTL5 ARHGEF10 MASP1 MIB1 MKNK2 SYDE1 MARCHF11 EZH1 ANKRD45 HABP4 HIPK3 FZD3 MTMR4 TARDBP PLAGL2 SAR1B FGD4 UNKL KMT5B EIF3M ELK4 NR4A2 MARCHF5 RIMKLA SYDE2 RAB5C AGO1 SLC24A2 PAK5 SLC15A2 LRIT1 ATP6V0B NCOA7 TMEM100 FBXO41 PAF1 PRDM8 KRTAP1-3 HECTD2 TNFAIP1 MAP3K2 ZBTB33 FRMD4A MIXL1 SPTLC2 OSTM1 ISM2 KREMEN1 ZNF711 MFAP3L PHF14 RGMB YOD1 PRR11 NOL7 SH3TC2 AVL9 CYP20A1 GRPEL1 ATF6B ARID4A RUBCN FBXL17 ELAVL2 ZCCHC24 MANEA OR51E1 DRD1 MLLT6 CMTR2 AHR PDIK1L GPR158 DERL2 FSD1L TRIM36 TNRC18 MTMR3 RNF6 SAMD12 SOX6 FMR1 MYRF RETREG3 PIGA PPARA TIAM1 ZNFX1 ZMYND11 RRAGD MAP3K14 TP53INP1 SLC22A23 MSL1 ANO6 LRP2 SON ESRP1 ALX4 ALDH1L2 CHN2 TMEM170B TAPT1 PTPN21 MED12L MTCP1 POLQ GOLGA1 NAPEPLD SKIDA1 HOOK3 RFX3 FEM1C DENND5B NHLRC3 GPC6 SYTL4 PTGDR CCNJ LARP1B HP1BP3 E2F7 TOX VPS35 LCOR ARL4C SETD9 HAUS8 C9orf72 DYNC1LI2 ZRANB1 HDAC4 MXD3 RSF1 RYR2 LATS2 RSBN1 DMTF1 R3HDM1 KIF26B MFN2 RAB11FIP5 RPS6KA3 SEMA3C SERF1A AAK1 SUZ12 CLIP4 INO80D RNF216 APOBEC4 TENM2 ANKRD52 SNTB2 GK5 MAGEH1 CDC23 JAZF1 ZBTB41 RAB11FIP1 NHLH2 NUFIP2 CREBRF CYBB SLAIN2 ZNF827 MAN1A1 TBC1D8B NR4A3 ADAT2 ZBTB11 MAP11 PIGM ASXL3 POU2F1 QRSL1 TET2 KBTBD8 PIKFYVE RELL1 EXOC5 ZNF800 SOWAHC ZNF776 TET1 WDR26 MIR128_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR128_3P MBOAT2 SPATA17 AFF4 UBN2 MNT EYA4 GAB1 NEK2 TCEA1 MTSS2 RSBN1L RETREG1 FAM155B GRIK3 DPP10 MARK4 RPS6KB1 AKIRIN1 YWHAB UBE2E2 RPS6KA5 DCUN1D4 NKX3-1 PITPNM2 KDM3A ENAH LPAR6 VANGL1 LBH RCOR3 STX7 ARHGEF38 SLC35F1 PPFIA2 DCP1A PHF24 UBA6 GALNT3 MTDH BMI1 CHTF8 ZNF84 TGFBR1 JAG1 TMC7 PLPPR1 GPATCH2L RAP1B ANKRD40 CRKL MSTO1 MME N4BP1 PGAP1 UBR1 NEO1 ST6GALNAC3 ARHGAP12 SNAP25 MIEF1 TTC39A FAM184A KIRREL1 OPHN1 GCNT2 OPA1 SEC61A1 FSD2 ARMC8 UBR5 BICC1 CSF1 GCC1 EFR3A KCNN3 CCDC88A NREP BAG2 NABP1 RO60 CNOT6 SP1 ERC2 C1QTNF7 GXYLT1 CYP39A1 AK2 PROSER2 PLK2 ISL1 DPY19L3 RGL2 C20orf194 ALDH4A1 CSRP2 MYT1 AMD1 EIF2S2 FAM126B ARID1B ROR1 RNF38 GRIA4 CA10 GRM5 SLC24A4 NRXN1 USP46 EPB41L4A GAPT LTBP1 UNC80 SAMD9L CCNK CLDN18 DISC1 GPAM TTC39B C1orf21 SREK1 CCNT2 ZNF652 CTDSP2 MAPKAPK3 NAV2 RNGTT PPP4C ZDHHC17 RNF182 HIC1 COPB2 WNK1 GNS TMTC2 GRIN2D POGLUT1 GSPT1 SH3BGRL2 KCNK2 ASPH PLCH1 COMMD3-BMI1 SERTAD2 HCN4 AFF3 H3-5 MDN1 LHFPL3 YAF2 UTP15 STK32A COLGALT2 NRK DBF4B PDE3A VPS4B WNT3A MATN3 HIP1 KIAA1109 ZFHX3 CXADR KDM7A MINPP1 TRPV3 KAT7 ERLEC1 EEF1AKMT4-ECE2 PNKD RCAN2 ZFP82 WEE1 ZNF704 AKR7A2 NRBF2 NUS1 SLIT2 FBXO30 ECE2 GABBR2 SLC26A11 FOXA3 AMER2 SS18 COL21A1 TRIM23 UGT8 SMAD9 ZNF618 TUB CKAP4 SPG21 IGLON5 SLC39A13 GSK3B PPM1E MTA3 SNX12 UBE2N GIGYF2 CDIP1 PRKX TTC9 CASC3 GTF2A2 IRS1 PPME1 CBLB MAPK14 ECE1 ABCB9 POGZ SLC35F3 CECR2 FAM155A PTAR1 SLC5A3 SMAP1 NFX1 DPY19L4 ING5 RECK PDIA5 PDE7B DENND1B CACNG2 DHTKD1 FBLN2 DNAAF6 LITAF SHTN1 GCC2 SKA3 SLC6A1 UBE2W MET STIM2 CA7 RARA CCDC92 ARF3 MIPOL1 TNPO1 NXT2 MPP6 MSI2 NFIL3 ADAMTS5 TMEM64 GEM SLC22A23 GALNT7 C20orf202 CDH24 CLPP MAPK8IP3 SMAD2 PDHX SCAF11 ARHGAP32 SORL1 TEAD1 SASH1 PCNX1 PHF6 TRIL CREB1 GRIA3 HMBOX1 SAMD10 STOX2 PTPRB SOCS5 DCC MEGF11 EPHB2 DTX4 MCF2L FAM78A EML1 ARHGAP21 FAM126A SRGAP2 SYT1 SLC39A11 MBTD1 MMD STAG1 SOX7 SOGA1 MTMR4 PLAGL2 EPB41L1 MDH1B RASGEF1B GLTP FBLN5 F3 OTULIN GATA6 IL13RA1 PAX9 ELMO1 RAB20 IRF4 PDPK1 NGFR MAP2K7 SH2D3C RHOT2 CCN4 SETD7 XPR1 MED14 NEUROD6 PTPN9 PAIP2 ZFP36L1 APOLD1 PLCL2 ABCA12 SLC39A7 PHB DCX NPTXR BEND4 PTPRQ NF1 RELN BCORL1 ABHD17C PDE10A KBTBD11 SH3RF1 UGCG TMEM25 CEP76 CEMIP AK4 IFITM10 ATP8A1 WBP1L RAB39B SAMD12 H3-3B FRMPD3 STK35 RETREG3 RNF144A DIRAS1 KLHDC8A HECTD1 ITGA5 SP2 VANGL2 TMEM30A B3GNT7 ABL2 SZRD1 CACNA2D3 MSL1 ADCY2 STK24 NDST1 FBXW7 RND3 ST14 MED12L SGMS1 SPTY2D1 ZBTB20 ATXN10 USH2A MOSMO MED13L NAA50 MIER2 SIRT1 NEMP2 WDR7 ITCH USP49 SOCS6 GPD2 ONECUT2 CABLES2 FAM177A1 ZC3H12D LYPD3 E2F7 SNX18 ITPKC REPS1 FRYL BAZ2B NEURL4 G6PC3 GLRA2 MLLT10 SFXN2 DOT1L KMT2A FXR2 UNC13C SLC7A11 FEM1B APBA2 INO80D OSBPL10 MOSPD3 NSD1 USP42 CA12 TNFRSF10D LIMK1 RERE SEC22A ZKSCAN2 IGSF3 CCNC RAB11FIP1 PPP1CC SMARCA2 KCNK10 COL27A1 NRP2 PDS5B SOS1 STRN4 SCAI TXNIP SEC24A ARRDC4 TMEM167A RET PTPRT HOXA5 TMEM87A GREM1 COL5A1 TPPP CDS1 SSH1 RYBP ZNF800 FNDC4 VEGFC CNTLN HAPLN1 TET1 UBE2V1 MIR4755_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4755_5P ESRRG KXD1 CREB5 TCF12 M6PR ZNF148 CHN2 EGFLAM PTPRR COX5A CAMK2D RINT1 BPIFC KLF11 ZADH2 BIRC6 ARCN1 TMEM178B NR3C1 NIPA2 CCDC120 CACNA1C RPS6KA5 AMER1 PI4KB NBR1 AP1S2 SNAP47 ANKRD13A MOCS1 TGFBR2 JAK2 ATF2 KCNMA1 PIAS1 ZMYND8 TRPS1 CCDC25 SAMD5 UBA6 ATXN2 ZNF605 WNT9B ITIH5 PPP1R9A TENM1 BCL7A CCDC117 DLG1 FRS2 ELAVL4 BCL11B PTPRD GLIS3 GCNT2 SAMD4A ODR4 FMO5 NRP1 CLCN6 BICC1 FUT9 IRF2BP2 CCNY IL33 FAM13C RBM41 SPOP MTMR7 IKZF2 YPEL2 NRG3 MRPS17 AK2 SLC38A9 PPIC JARID2 LEXM NTRK2 SHC1 GDF6 DPF1 IGF2R C20orf194 HNRNPA2B1 CTIF PREPL CDH11 SLC16A12 SGIP1 ROR1 ELAVL3 STXBP5L NAA40 EDEM3 SPRY3 ATP10B SLC19A2 TNRC6B MEIS2 RIN3 CDYL2 BCL11A ATP8A2 SLC16A6 NR5A2 BACE2 IRF2 CELF2 ARMC8 LARP4B DGKG GSTM3 HSPH1 PROX1 TOMM40L CTDSPL2 TXNDC5 PEX19 GSPT1 ELF4 DAZL MTCH2 DCN TRIM71 RAD21 RGL1 TMOD3 MAP1B POU3F2 PID1 TSPAN13 AP2A2 CHD5 RNF169 ANO6 BHLHE22 TUT7 MYADML2 MON2 LSAMP A2ML1 RSPO4 C16orf72 UEVLD MLLT3 HS6ST3 CAPRIN1 EFNB3 CDKN2B CCND1 TET2 LPP NAA15 ATL2 DMTF1 ERC1 CENPA ZNF549 ZNF704 NRBF2 ZDHHC14 FGFR2 MPP7 ALDH6A1 RNLS PLEKHM3 C18orf32 SH2B3 GABBR2 FGF18 BCL2L2 TUT4 KCNK9 PLCH1 KIF1B C2orf68 SNX13 HNRNPUL1 RPL17-C18orf32 C2CD2 ACSM2A ITPR1 TOX3 SLC2A13 HOXD1 CRACD KLF3 SKI FLVCR1 RAB22A USP14 EZR CLN8 IL11 C2orf76 FRMD4A B3GNT5 EPHB6 SGCD GNAQ SLC37A3 FOXC1 ZNF268 ZNF266 FLT1 HNF4G MAPRE2 SEC61A2 SDHD TENT5A TMEM64 MTCL1 WDR26 C14orf28 TRIM2 GOLGA5 EPHA5 ADGRL3 TMEM135 TMEM127 ACSL4 LEPROT SUN1 TAOK1 ICE2 AP3M1 IL6R AHSA2P TFAP2A TRIM44 RHOBTB3 RIMS2 EPHB2 DTX4 FAM126A FAM160A2 MTMR12 BCL2 SLITRK4 VPS37B MLXIP ENTPD7 MMP16 SEC24D RAB10 KLHL29 DVL3 POLE3 LARP6 MINDY2 CCND2 NCOA7 N4BP2L1 GAD1 SPCS3 C9orf40 RUSC1 UBR2 CALCRL MAP3K2 MAN2A2 EBF2 TIFA HMGN4 SH3TC2 NXPH1 SLC28A3 ZBTB7C PTP4A1 ELAVL2 ZCCHC24 LIG3 GOSR2 EFNA5 ZC3H7A RASL10A SASS6 ZNF300 EVC2 IGFBP5 AFAP1 MAPK9 SZRD1 LRP2 NUCKS1 IPO8 PPARGC1A ENTHD1 RTL8B RFX7 ACADL ZBTB20 PTPRT ZNF740 PHOX2B PLXDC2 HOOK3 SH3PXD2A FAM98B PGGT1B FBXL22 KSR2 SIRT1 PIK3CB POM121 SOCS4 TMEM213 ABRAXAS2 RTKN2 SOX14 RAB40B ONECUT2 MCOLN1 ANGPT1 CCNJ KLHL6 MGAT3 HCAR2 SNX18 YPEL4 PLXNA2 HAS2 CNKSR3 SLC7A14 EPHA7 KDM5A CES2 ZEB1 BMPR1A C1orf185 RREB1 WDFY2 DNAJC13 BPNT2 FRAS1 TSPAN8 EPHA4 ARHGEF33 INO80D ITGB1 GNG12 RETSAT NEXMIF GTF3C3 SORT1 GPBP1L1 FBN2 DR1 WWC3 RPRD2 PDGFRB VWA8 CDK12 SMIM13 BIN1 ACVR2B CAMK1D C17orf64 ARL6IP5 SEPTIN11 HAPLN1 HMGA2 MYCT1 TMA16 MIR510_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR510_3P RABGAP1L OLFM3 ZNF148 TRIM15 CFHR3 FHOD3 TSEN34 BMT2 TMCC2 ELOVL7 MBNL3 PRKACB TRAPPC13 SLC30A7 URI1 PIANP DDX3X CHL1 RPS6KB1 HDAC9 MIER3 TNPO3 PHC3 CACNA1C C21orf91 TEX30 CUL3 KALRN CHD9 DSG2 ZNF287 LRCH2 BBX SLC35F1 CACNB4 CADM1 DCUN1D1 XIAP UBE2L6 LRRC4C FLRT3 PPP1R9A GPATCH2L ZBTB20 UBASH3B ANKRD40 BCL7A CRISPLD1 RUBCNL PAXBP1 CRIPT GIPC2 FNIP2 RAD23B CFHR4 SPAG6 CEBPZOS NRP1 EML6 ELF2 FAM169A CADM2 BCKDHB DPM1 CEP97 IKZF2 FMR1 SEPTIN9 CEP170 SMN2 TTC39C KCNAB1 CNOT6 CREB1 PDX1 ETV1 ANKMY2 PIM1 LIN54 IMPA1 DHX40 TRAF3 PLOD2 OLFML1 U2SURP CLTA ABI3BP ANGPTL5 SLC16A12 RORA SGIP1 CA10 TMOD1 C7orf57 MBNL1 RB1CC1 RABEP1 SLC1A2 NMNAT2 CXXC4 CLIC5 CEP120 EXD2 PHYHIPL EPHA5 EME1 MYL6B TENM1 KLF8 NFIB MEIS2 ARF6 WDR35 ZNF652 ATP8A2 TMEM255A MAPK9 KDM4C SNAP91 CAV2 RPS6KA6 MATR3 SLC4A4 ZBTB21 ABHD18 JAKMIP2 KIF3A LMAN2 BCLAF1 USP24 GPR12 FAM135A PROS1 ANKRD22 RAB3C AFDN PCDH9 KCNJ13 MAP1B TMEM51 XRN1 ZNF772 TACC2 C3orf70 LHFPL3 BCL7B EIF5 TMEM59 C15orf40 UTP15 FOXN2 RBMS3 PHACTR2 SORCS3 PEX5L TUT7 NAV3 PNISR MAF ZFHX3 MDGA2 TMEM154 MBNL2 KIAA1958 ENOPH1 ZNF704 RBM42 CXCR5 TENT5D THSD7A PIK3CA KHDRBS1 PDIK1L SS18 ZFHX4 RBM18 USP51 PDS5A FBXW11 SEC62 DCLK1 PPP4R2 PPM1E TNFSF13B ITPR1 UBE2B FREM2 SCG3 DTNA SEC63 CLINT1 NPL DNAJC6 RAB23 CLDN11 NAV1 SNW1 SMAD1 KPNA6 C17orf100 ZMYM3 EFNB2 CPT1A CEP41 TBCA CYSTM1 CPLX3 PCDH15 TRHDE WDR48 MET TOR1AIP2 TIA1 MCTS1 MSI2 PLSCR5 PANK1 TPR RAB27B PELI1 WDR26 VGLL3 DYNC1I1 EPS15 DPYSL2 AKAP17A MAB21L1 OSR2 CHMP5 PCDH19 NMI ARHGAP6 SPOPL RAPGEF5 LCOR SRP72 TMEM99 MGAT4A DCBLD2 SMN1 LGALSL PRKAA2 SHMT1 BRCA2 SRD5A2 SENP7 ZYG11B APBB2 CH25H GNPNAT1 SEMA3A RFX6 SYDE2 ERBIN RUFY2 NAP1L2 ESM1 APC STAM MZT1 MED14 CDKL2 TNFSF10 ANO5 SLC26A3 CDK6 TMEM132B B3GALT2 CSRNP3 ZNF711 ZNF816-ZNF321P SCYL2 PPP4R4 TAF4B LAMC2 PTP4A1 FZD3 TUBB1 CELF1 EMX2 ZNF280C MORF4L2 C2orf49 SASS6 NCOA2 ZNF333 STRIP2 TMTC3 ABCC12 RBMS1 KIAA2013 RBM47 SYT16 GANC GPR180 BLCAP MAP3K1 EPHA3 AMMECR1 KIF18A PPARGC1A CCDC85C EEF2K SGMS1 BCL2L11 ZDHHC21 CLU ELL2 SIRT1 SOCS6 RTKN2 ONECUT2 SP100 BMP3 GATA3 CCDC82 SLC46A3 S1PR1 ATP6V1C1 AGO4 CCT4 YY1 RAPH1 FTSJ1 RB1 BMP2K LATS2 KIF13A ADCY7 HLA-DQA1 ENPEP RPS6KA3 DENND6A AAK1 KMT5B TMEM26 SLC17A7 SREK1 NMT2 CFTR TLR6 NEXMIF PCDH10 KLHL24 LRRTM3 PDCL3 VCPIP1 PTPN4 KIF4A CSE1L STXBP5L PPP1CC SERPINE1 ZC3H6 CALCB CREBRF RASGRF2 NEK10 VWC2 MED1 NXPH2 SCAI POU4F1 SENP3 BBOX1 SEC24A ASXL3 ASB7 SLC22A17 TCF21 RIF1 MFSD8 CCNG2 MYCT1 PAG1 MIR216A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR216A_3P MBOAT2 SPATA17 AFF4 UBN2 MNT EYA4 GAB1 NEK2 TCEA1 MTSS2 RSBN1L RETREG1 FAM155B GRIK3 DPP10 MARK4 RPS6KB1 AKIRIN1 YWHAB UBE2E2 RPS6KA5 DCUN1D4 NKX3-1 PITPNM2 KDM3A ENAH LPAR6 VANGL1 LBH RCOR3 STX7 ARHGEF38 SLC35F1 PPFIA2 DCP1A PHF24 UBA6 GALNT3 MTDH BMI1 CHTF8 ZNF84 TGFBR1 JAG1 TMC7 PLPPR1 GPATCH2L RAP1B ANKRD40 CRKL MSTO1 MME N4BP1 PGAP1 UBR1 NEO1 ST6GALNAC3 ARHGAP12 SNAP25 MIEF1 TTC39A FAM184A KIRREL1 OPHN1 GCNT2 OPA1 SEC61A1 FSD2 ARMC8 UBR5 BICC1 CSF1 GCC1 EFR3A KCNN3 CCDC88A NREP BAG2 NABP1 CNOT6 SP1 ERC2 C1QTNF7 GXYLT1 CYP39A1 AK2 PROSER2 PLK2 ISL1 DPY19L3 RGL2 C20orf194 ALDH4A1 CSRP2 MYT1 AMD1 EIF2S2 FAM126B ARID1B ROR1 RNF38 GRIA4 CA10 GRM5 SLC24A4 NRXN1 USP46 EPB41L4A GAPT LTBP1 UNC80 SAMD9L CCNK CLDN18 DISC1 GPAM TTC39B C1orf21 SREK1 CCNT2 ZNF652 CTDSP2 MAPKAPK3 NAV2 RNGTT PPP4C ZDHHC17 RNF182 HIC1 COPB2 WNK1 GNS TMTC2 GRIN2D POGLUT1 GSPT1 SH3BGRL2 KCNK2 ASPH PLCH1 COMMD3-BMI1 SERTAD2 HCN4 AFF3 H3-5 MDN1 LHFPL3 YAF2 UTP15 STK32A COLGALT2 NRK DBF4B PDE3A VPS4B WNT3A MATN3 HIP1 KIAA1109 ZFHX3 CXADR KDM7A MINPP1 TRPV3 KAT7 RO60 ERLEC1 EEF1AKMT4-ECE2 PNKD RCAN2 ZFP82 WEE1 ZNF704 AKR7A2 NRBF2 NUS1 SLIT2 FBXO30 ECE2 GABBR2 SLC26A11 FOXA3 AMER2 SS18 COL21A1 TRIM23 UGT8 SMAD9 ZNF618 TUB CKAP4 SPG21 IGLON5 GSK3B PPM1E MTA3 SNX12 UBE2N GIGYF2 CDIP1 PRKX TTC9 CASC3 GTF2A2 IRS1 PPME1 CBLB MAPK14 ECE1 ABCB9 POGZ SLC35F3 CECR2 FAM155A PTAR1 SLC5A3 SMAP1 NFX1 DPY19L4 ING5 RECK PDIA5 PDE7B DENND1B CACNG2 DHTKD1 FBLN2 DNAAF6 LITAF SHTN1 GCC2 SKA3 INSR SLC6A1 UBE2W MET STIM2 CA7 RARA CCDC92 ARF3 MIPOL1 TNPO1 NXT2 MPP6 MSI2 NFIL3 ADAMTS5 IFFO2 TMEM64 GEM SLC22A23 GALNT7 C20orf202 CDH24 CLPP MAPK8IP3 SMAD2 PDHX SCAF11 ARHGAP32 SORL1 TEAD1 SASH1 PCNX1 PHF6 TRIL CREB1 GRIA3 HMBOX1 SAMD10 STOX2 PTPRB SOCS5 DCC MEGF11 EPHB2 DTX4 MCF2L FAM78A EML1 ARHGAP21 FAM126A SRGAP2 SYT1 MBTD1 MMD STAG1 SOX7 SOGA1 MTMR4 PLAGL2 EPB41L1 MDH1B RASGEF1B GLTP FBLN5 F3 OTULIN GATA6 IL13RA1 PAX9 ELMO1 RAB20 IRF4 PDPK1 NGFR MAP2K7 SH2D3C RHOT2 CCN4 SETD7 XPR1 MED14 NEUROD6 PTPN9 PAIP2 ZFP36L1 APOLD1 CDCP1 PLCL2 ABCA12 SLC39A7 PHB DCX NPTXR BEND4 PTPRQ NF1 RELN BCORL1 ABHD17C PDE10A KBTBD11 SH3RF1 UGCG TMEM25 CEP76 CEMIP AK4 IFITM10 ATP8A1 WBP1L RAB39B SAMD12 FAM102A H3-3B FRMPD3 STK35 RETREG3 RNF144A DIRAS1 KLHDC8A HECTD1 ITGA5 SP2 VANGL2 TMEM30A B3GNT7 ABL2 SZRD1 CACNA2D3 MSL1 ADCY2 STK24 NDST1 FBXW7 RND3 ST14 MED12L SGMS1 SPTY2D1 ZBTB20 ATXN10 USH2A MOSMO MED13L NAA50 MIER2 SIRT1 NEMP2 WDR7 ITCH USP49 SOCS6 GPD2 ONECUT2 CABLES2 FAM177A1 ZC3H12D LYPD3 SNX18 ITPKC REPS1 FRYL BAZ2B NEURL4 G6PC3 GLRA2 MLLT10 SFXN2 DOT1L KMT2A FXR2 UNC13C SLC7A11 FEM1B APBA2 INO80D OSBPL10 MOSPD3 NSD1 USP42 CA12 TNFRSF10D LIMK1 RERE SEC22A ZKSCAN2 IGSF3 CCNC RAB11FIP1 PPP1CC SMARCA2 KCNK10 COL27A1 NRP2 PDS5B SOS1 STRN4 SCAI TXNIP SEC24A ARRDC4 TMEM167A RET PTPRT HOXA5 TMEM87A GREM1 COL5A1 TPPP CDS1 SSH1 RYBP ZNF800 FNDC4 VEGFC CNTLN HAPLN1 TET1 UBE2V1 MIR367_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR367_3P SLC25A16 MBOAT2 IDH1 ITPRID2 AFF3 TEX2 MMD FAM160A2 TENT4A CDKL5 ARMC1 TGIF1 SLC38A2 GLRA1 OTUD3 MACIR PCDH11X AGO3 FHL2 FNIP2 ITGA6 CADM2 SLC32A1 UCHL5 KLF4 RANBP9 COL1A2 MARCHF6 HIPK3 CHCHD10 PDZD2 SYN2 SSBP2 ADAM19 SCN8A DDX3X MAPK8 HIVEP1 BCL2L11 MAP1B PGBD2 C21orf91 PALLD RORA PEAK1 ATXN3 TULP4 NCKAP5 ZNF595 ANKRD44 EDEM3 PLEKHB2 CTTNBP2 TMEM267 ANKRD28 USP28 PITPNM2 BCAT2 PCMTD1 ROBO2 MIA3 MEF2D ZNF287 FMN2 APBB2 FBXW7 COX20 GATA6 NOX4 ELK4 PNISR PAX9 GNPDA2 C6orf62 KLHL29 TBC1D8 PCDH11Y MAST4 BSDC1 PTPRD C19orf12 CPEB3 SEMA3A NEFL NKX2-4 PER2 KAT2B AADACL3 MTF1 CPEB2 NPC1 SH3D19 UBASH3B ADGRF2 REST FKBP1A PAXBP1 PCOLCE2 PPP1R12A BCL11B RPL15 G3BP2 MYO1B RAB14 MORC3 NF2 TAFA1 RBPMS2 SELENOT ITGAV TBC1D12 ZNF24 TBL1XR1 PDZD8 TNPO1 KLHL14 EFR3A ITPR1 ZFAND1 UBE2Z ST6GAL2 TMEM229A MED19 DOCK9 PIK3R3 CSMD3 FAM160B1 RFX1 ELOA MFF B3GALT2 HAND2 SYNJ1 FRY KLF8 PTGER4 RGS17 WWP2 RNF38 C8orf44-SGK3 PCGF3 C20orf194 MAGEC2 ITGA8 MYO5A PTPRO DNAJB12 SNAPC1 DCAF6 PIAS4 FAM126B MPP1 AIDA CACNA1I TEF TRIM36 ARID1B DUS2 PPCS ADCY3 MOAP1 TAGAP PCYT1B CALN1 MINAR1 OSBPL5 LUZP1 CDK16 PAX3 RBM27 SLC12A5 SETD5 CD69 GPR158 KLHL15 UGP2 PHTF2 RGL1 APPL1 SGPP1 RNF4 TPCN1 PPP1R37 SLC39A8 EDEM1 BCL11A GIT2 CELF2 RNF141 FNIP1 USP45 SNAP91 CIC LRCH1 LHFPL2 ARRDC3 GOLGA8A TMF1 DUSP10 ATP6V1B2 C5orf24 ITGA5 SOX4 DUSP5 GTF2A1 GPR180 XYLT2 EPC2 ATXN1 OTUD4 DNAJB9 DENND4B ZEB2 SLC10A7 SLC25A36 RAB3C LYST ARHGAP24 ABHD13 RAD21 ESRP1 RAB23 MYH9 LMBR1L ADAMTSL1 CDCA7L TACC2 CCDC186 HCN2 GATA2 RIC1 TMEM255A FOXN2 SLC24A3 REXO1 SOX11 SNN NSMF CASD1 GOLGA7 IQGAP2 ADAMTSL3 GOLGA1 SOSTDC1 SLC4A8 MAP2K4 GOLGA4 PLXDC2 PTEN VPS4B ADAM10 CD2AP LIN54 GRAMD2B KIAA1109 STRN3 ELOVL4 ATG14 SH3PXD2A EOMES RGS3 SPRYD4 GPC6 CNIH1 TET2 TOB1 PIK3CB PPP1R12C ZNF385D CLDN11 NEFM SOCS6 PCDH7 EVI5 NSMAF MMP10 LONRF3 SLX4 SERTAD3 BAHCC1 EPG5 STYX PITPNA SGK3 P3H3 ANKIB1 FNBP4 FXR1 BAZ2B NPNT USP36 ZFHX4 CUX1 JOSD1 YIPF4 SNX13 PKDCC HS3ST5 RAB8B SESN3 MAN2A1 SRPRA NEFH ACTC1 MSR1 CCNJL ARHGEF17 PLEKHA1 ARF1 LATS2 RPS6KA4 C11orf24 RSBN1 DYRK2 TTC9 ADRB1 GFPT2 HERPUD2 CNEP1R1 KLF2 SLC9A7 SCUBE3 DSC2 PTAR1 CPNE8 SLC7A11 CLCN5 PRKAR2B KMT5B BMPR2 UBE2W ATRX IL36B FAM20C CPEB4 INSIG1 XPNPEP3 BSN TECPR2 DENND1B ZNF521 MCL1 RBM47 FCHO2 BTG2 NFYB ZC2HC1A MIER1 PDE10A MYCBP2 NSF TOB2 JMY TRIO ASPN GNAQ SLC17A6 PTPRJ ANP32E RNF44 COL19A1 CCNC LRRC1 PSMD14 PTPRK SPTBN4 LIMCH1 FAM135A RNF180 KLHDC10 PLEKHG3 COL27A1 MARCHF4 NUFIP2 RHPN2 DAAM1 HIPK1 MAP3K20 SLC25A32 ZFYVE21 DDX3Y MFHAS1 UBXN4 TWF1 PAPSS2 ERGIC2 SLC9A1 GLCE FZD10 SCAF11 TEAD1 NR4A3 IBTK GOLGA3 HNF1B ZNF827 GLYR1 CBFA2T3 GID4 FBN1 ACOX1 GRHL1 DPP10 GPR137C ZDHHC5 ARRDC4 KBTBD8 TCF21 DMXL1 PIKFYVE RIMS2 MTMR9 ZNF721 NCAPH2 WASL FAM24A TPPP ALKAL2 CXCL5 NKX2-3 ZFC3H1 CBLN4 COG3 PHLPP2 ANO8 MIR363_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR363_3P SLC25A16 MBOAT2 IDH1 ITPRID2 AFF3 TEX2 MMD FAM160A2 TENT4A CDKL5 ARMC1 TGIF1 SLC38A2 GLRA1 OTUD3 MACIR PCDH11X AGO3 FHL2 FNIP2 ITGA6 CADM2 SLC32A1 UCHL5 KLF4 RANBP9 COL1A2 MARCHF6 HIPK3 CHCHD10 PDZD2 SYN2 SSBP2 ADAM19 SCN8A DDX3X MAPK8 HIVEP1 BCL2L11 MAP1B PGBD2 C21orf91 PALLD RORA PEAK1 ATXN3 TULP4 NCKAP5 ZNF595 ANKRD44 EDEM3 PLEKHB2 CTTNBP2 TMEM267 ANKRD28 USP28 PITPNM2 BCAT2 PCMTD1 ROBO2 MIA3 MEF2D ZNF287 FMN2 APBB2 FBXW7 COX20 GATA6 NOX4 ELK4 PNISR PAX9 GNPDA2 C6orf62 KLHL29 TBC1D8 PCDH11Y MAST4 BSDC1 PTPRD C19orf12 CPEB3 SEMA3A NEFL NKX2-4 PER2 KAT2B AADACL3 MTF1 CPEB2 NPC1 SH3D19 UBASH3B ADGRF2 REST FKBP1A PAXBP1 PCOLCE2 PPP1R12A BCL11B RPL15 G3BP2 MYO1B RAB14 MORC3 NF2 TAFA1 RBPMS2 SELENOT ITGAV TBC1D12 ZNF24 TBL1XR1 PDZD8 TNPO1 KLHL14 EFR3A ITPR1 ZFAND1 UBE2Z ST6GAL2 TMEM229A MED19 DOCK9 PIK3R3 CSMD3 FAM160B1 RFX1 ELOA MFF B3GALT2 HAND2 SYNJ1 FRY KLF8 PTGER4 RGS17 WWP2 RNF38 C8orf44-SGK3 PCGF3 C20orf194 MAGEC2 ITGA8 MYO5A PTPRO DNAJB12 SNAPC1 DCAF6 PIAS4 FAM126B MPP1 AIDA CACNA1I TEF TRIM36 ARID1B DUS2 PPCS ADCY3 MOAP1 TAGAP PCYT1B CALN1 MINAR1 OSBPL5 LUZP1 CDK16 PAX3 RBM27 SLC12A5 SETD5 CD69 GPR158 KLHL15 UGP2 PHTF2 RGL1 APPL1 SGPP1 RNF4 TPCN1 PPP1R37 SLC39A8 EDEM1 BCL11A GIT2 CELF2 RNF141 FNIP1 USP45 SNAP91 CIC LRCH1 LHFPL2 ARRDC3 TMF1 DUSP10 ATP6V1B2 C5orf24 ITGA5 SOX4 DUSP5 GTF2A1 GPR180 XYLT2 EPC2 ATXN1 OTUD4 DNAJB9 DENND4B ZEB2 SLC10A7 SLC25A36 RAB3C LYST ARHGAP24 ABHD13 RAD21 ESRP1 RAB23 MYH9 LMBR1L ADAMTSL1 CDCA7L TACC2 CCDC186 HCN2 GATA2 RIC1 TMEM255A FOXN2 SLC24A3 REXO1 SOX11 SNN NSMF CASD1 GOLGA7 IQGAP2 ADAMTSL3 GOLGA1 SOSTDC1 SLC4A8 MAP2K4 GOLGA4 PTEN VPS4B ADAM10 CD2AP LIN54 GRAMD2B KIAA1109 STRN3 ELOVL4 ATG14 SH3PXD2A EOMES RGS3 SPRYD4 GPC6 CNIH1 TET2 TOB1 PIK3CB PPP1R12C ZNF385D CLDN11 NEFM SOCS6 PCDH7 EVI5 NSMAF MMP10 LONRF3 SLX4 SERTAD3 BAHCC1 EPG5 STYX PITPNA SGK3 P3H3 ANKIB1 FNBP4 FXR1 BAZ2B NPNT USP36 ZFHX4 CUX1 JOSD1 YIPF4 SNX13 PKDCC HS3ST5 RAB8B SESN3 MAN2A1 SRPRA NEFH ACTC1 MSR1 CCNJL ARHGEF17 PLEKHA1 ARF1 LATS2 RPS6KA4 C11orf24 RSBN1 DYRK2 TTC9 ADRB1 GFPT2 HERPUD2 CNEP1R1 KLF2 SLC9A7 SCUBE3 DSC2 PTAR1 CPNE8 SLC7A11 CLCN5 PRKAR2B KMT5B BMPR2 UBE2W ATRX IL36B FAM20C CPEB4 INSIG1 XPNPEP3 BSN TECPR2 DENND1B ZNF521 MCL1 RBM47 FCHO2 BTG2 NFYB ZC2HC1A MIER1 PDE10A MYCBP2 NSF TOB2 JMY TRIO ASPN GNAQ SLC17A6 PTPRJ ANP32E RNF44 COL19A1 CCNC LRRC1 PSMD14 PTPRK SPTBN4 LIMCH1 FAM135A RNF180 KLHDC10 PLEKHG3 COL27A1 MARCHF4 NUFIP2 RHPN2 DAAM1 HIPK1 MAP3K20 SLC25A32 ZFYVE21 DDX3Y MFHAS1 UBXN4 TWF1 PAPSS2 ERGIC2 SLC9A1 GLCE FZD10 SCAF11 TEAD1 NR4A3 IBTK GOLGA3 HNF1B ZNF827 GLYR1 CBFA2T3 GID4 FBN1 PLXDC2 ACOX1 GRHL1 DPP10 GPR137C ZDHHC5 ARRDC4 KBTBD8 TCF21 DMXL1 PIKFYVE RIMS2 MTMR9 ZNF721 NCAPH2 WASL FAM24A TPPP ALKAL2 CXCL5 NKX2-3 ZFC3H1 CBLN4 COG3 PHLPP2 ANO8 MIR4789_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4789_3P BCL6 UNKL MAGEA2B PLCXD1 PTPRR MNT MORF4L2 MEF2C NRF1 STEAP3 ARAP2 HOMER1 UTY CACNA1G RBPJ DGKH TRIQK AKIRIN1 YWHAB SLC44A1 ANKRD11 DCUN1D4 B4GALT6 UBTF RUNX1T1 LIPA ZSWIM5 SGK1 ARHGEF38 B3GALT1 ZNF367 DDHD2 PKD2 ADAMTS9 HAUS2 PGAP1 MAGEA2 TENM1 KDM6A FAM222B DIO2 PAIP1 RBM12 FAM184A ATP7A DLC1 PLCB4 CPEB2 NR2C2 FUT9 SRGAP2B ZNF230 C19orf12 COL1A1 KCNA2 KLF7 GPR63 LEMD3 HMGXB4 ZBTB5 CREB1 RIMKLB C18orf21 PPM1A ISL1 RNASE4 ARHGAP6 ZNF254 FGFR2 CAMSAP2 FAM126B STXBP5 SLC30A5 MRPL14 CDH11 DST OSBPL11 EGR3 ZNF670 PRLR ARHGAP5 SOX21 RORA COL21A1 ZNF124 KLHL23 THUMPD2 SHPRH RAB31 USP25 UNC80 TNRC6B SMOC2 PROX1 CDYL2 MYO9B NR5A2 DNPEP KDM4C BMF PDLIM5 CD200R1 AQR EIF1 TAF4B PCSK2 SPRED1 ACTR3 KLHL28 RBP3 YRDC SMC6 STXBP3 CYCS PCLO CHIC1 GCOM1 TATDN3 CIAO2A XRN1 MAP1LC3B PI15 CASK ARHGAP24 REV3L CAMK4 BHLHE22 VAV3 CASD1 EPB41L5 CHSY1 YWHAQ CNOT6L ZNF681 MLLT3 COPS2 PPP1R1C EPCAM MBNL2 RICTOR PREX2 SYTL4 NUS1 PKN2 SMAP2 KLHL3 NTRK2 ARHGEF10L FBXO11 MID2 KCNG3 PCDH18 NUBPL ZNF618 CENPI ST8SIA4 SESN3 ATXN7L3B DIPK1C MRS2 GRIN2A PEX5 IRS1 COL4A1 PDE3B SLC35F3 PPAT CPSF6 CLEC4C AZIN1 SERPINB8 STK3 ZNF829 FRMPD4 SLC25A3 DEPDC1 ATPSCKMT POLR2F CFAP47 RAPGEF4 BCLAF3 LRP8 ZNF91 PCDH7 C8orf34 GBP5 TMPRSS15 PIK3R1 SLC6A1 TRIO ATP13A3 USP3 SLC35G1 COL19A1 C5orf24 GLUD1 CACNG3 DIAPH2 NPAS3 USP53 DNAJC25 PLAG1 NXPE3 SSBP2 STARD13 TBC1D31 CKS2 ADCYAP1 TENT5A MOB4 RAB6B THBS2 TCEAL7 CUL3 MERTK UNK CA8 SART3 MARK1 PCF11 GPR137C LRRIQ4 TFAP2A SPIN1 DOCK4 HSPE1-MOB4 DENND4C REEP3 NR1D2 GTF2I FSTL5 TMCC1 AHSA1 GRIA2 RNF180 CNOT2 SRGAP3 IL17C IFNA21 HOXD3 LARP1B ZYG11B TBC1D22B GNAI1 INTS6L ELK4 BMPER ELMOD2 DOCK10 LIN28B TGFB2 MARCHF6 ANO5 ARHGAP26 ATP6V1A POLR2M NMUR1 SYNJ1 FRY CASZ1 TNFRSF19 PHF14 PNRC1 TMPRSS12 CREBZF EPHA4 CALHM5 TMEM196 RPGR ACTR6 ZSWIM6 GABPA BTAF1 LHFPL2 MRTFB ADAMTS18 KITLG NANP GPR180 FMNL2 NIN PPARGC1A HDGFL3 TMEM144 FRMD3 PLPP5 CCDC186 GRM3 KRTAP24-1 ELL2 CMPK2 SLC12A2 ACE SOCS6 ANGPT1 EPS8L2 ARID3B DPPA4 YWHAE SHOC2 CDK17 HMX2 BAZ2B RAPH1 RAB9A PHF13 CXCL2 GABRB3 PCDHB4 SLC6A19 YTHDC2 PM20D2 ZNF518B HERPUD2 VSTM2A SLC7A11 PPM1K AMPH KCNQ3 INO80D DZANK1 TMEM26 CLVS1 PTPN4 RNF44 PHIP ZXDC KIT XPO1 MEIS2 FAN1 ERP44 NUFIP2 UBE2Q1 GABRB2 SCAI GUCA1B LMO7DN CDC14A DYNLL2 L2HGDH TYRP1 PURA MIR582_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR582_5P TCF12 SELENOI AP1S1 CHN2 NIF3L1 CAPRIN2 DMD MNT GOLT1B ALG9 INPP5B B3GAT1 UBE2D3 MAPK8 RBPJ DICER1 TFAP4 SLC35A2 HTR2A SLC44A1 UBE2E1 ANKRD44 GLCE BRPF1 CNTN4 ROBO2 KLF12 CCL11 VANGL1 ZNF532 PCDH11Y KLHL13 BOLL ETNK1 TRIM22 RFC1 GRIP1 F2R GCLC SEMA6D PGAP1 IPO7 ZC3H12B ZNRF2 CRISPLD1 PAXBP1 BCL11B FAM91A1 ZBTB10 UBE2H CYFIP1 AQP4 TBL1XR1 C8orf88 UBR5 TMEFF2 FUT9 CNR1 TNKS2 NREP CD81 REV1 CDC42EP3 RUNX3 TET3 HNRNPH3 PDE7A EIF4G2 ETV1 LPIN1 ZNF236 GIMAP2 CTH LEKR1 KCNAB1 SETBP1 TNFRSF21 GABPB1 AXIN2 MAEA MAP7D1 RTN4 HIF1A METAP1 BMP10 DGKI NFE2L2 CAMSAP2 ALG13 STXBP5 STEAP2 CDYL SGIP1 COL8A2 KAT6B GRIA4 CAV3 ELAVL3 GRM5 DBT PHF3 RBM27 SPAG9 YTHDF3 CMIP FAM168B CXXC4 CLIC5 CCN3 CD24 AGPS NDUFAF4 AKAP13 IL20RA PRKAA1 WDR35 MYO9B BAZ1A KALRN ARID4B DENND1B PLA2G12A UBA5 BMF PRDM12 SNX10 FNTA EPC2 BCLAF1 NIPAL2 CDH12 STXBP3 FOXP1 E2F8 NEK7 NAP1L1 PPIP5K2 ADAMTSL1 YAF2 SYCE1 FGF9 IKZF2 ZBTB18 SNN PHACTR2 CCNJ GPR85 OVGP1 CYBRD1 MRC1 ATP1B1 TSHZ3 TBC1D19 C16orf72 TMPRSS2 ZFHX3 STRN3 ZNF12 JAM3 INSIG2 LGR5 RO60 FRMD6 ARHGAP10 SFRP2 NAA15 RICTOR FNDC3B ZNF704 SLC39A9 PLEKHM3 EMP2 EPS8 ABHD10 VAV2 CLEC2B ESR2 ZFHX4 NOX1 HNRNPUL2 ZDHHC20 COLGALT2 CCDC71L PEX5 EML4 LACTB SLC2A13 MAPK14 LRIF1 SESTD1 PAFAH1B1 FAM120A CPNE8 MAPRE1 AZIN1 HOMEZ CPEB1 ATG7 NGLY1 LUC7L2 FAM218A EHMT1 NOVA1 LTO1 GNAO1 PDE4D CAPZA2 ZNF266 NHLRC2 ZNRF3 MBD2 ADAMTS5 STARD13 PLEKHA1 MBNL3 CAND1 PABPC5 RASL11B KIAA1671 ACSL4 GREB1 TAOK1 GLI3 PHF6 ZNF792 RIN2 FBN1 MARK1 ZMYM2 STOX2 WASHC4 OR4N4 RAB33B ATP2B1 RAB3GAP1 CAPS2 KCNC2 FZD3 PPP4R3B SCN8A MPZL2 SMC3 PTPN2 ITGA2 ZNF804A MARCHF5 SIMC1 NDFIP1 MINDY2 SH2D3C ABHD2 APC CPD IPMK TNFAIP1 NR3C1 FMC1-LUC7L2 TAF4 ABHD17B SMC4 SENP2 MYCN ERLIN1 EID2 CADM2 ABHD5 ARHGAP42 FRY ABHD17C FYB1 ZNF354A PIK3AP1 TANK TRIM36 CREBZF TIMM23 GNAT1 RAI1 ARFIP1 FMR1 ATXN7L1 NAE1 RBMS3 EIF2AK3 USP45 WAC CLDN16 COL5A1 AFAP1 HMGB3 MARCKSL1 B3GALNT2 SLC4A5 USF3 TAPT1 PLPP5 SMARCA4 MOSMO ATAD2B ZC3H11A EBF3 KHDRBS2 ZNF407 AP1G1 UBE2D1 ATP10D PPARGC1B ENOSF1 RNF135 VSX2 ZNF624 FRYL PARD6B SERINC3 BLZF1 NACC2 CXCL2 MRPS23 KIF13A DYNC1LI1 RTN4RL1 FOXO1 FUNDC1 AAK1 NUP160 FEM1B PYGO1 ARID1A FAM81A ATF2 SNTB2 SLC25A4 SORT1 SNAPC3 ABTB2 CARNMT1 ZNF439 TLX2 ZBTB41 PTPRJ CD40LG KMT2E ACSL6 SST SOX9 ELOVL5 KRTAP13-1 CDK17 SCAI CNST MEAK7 POU2F1 TET2 CD1B PPFIA1 MTMR9 SHISA6 MEIOC TMEM19 COG3 NEK9 SLX4IP LSM14A SLC4A4 PURA MIR454_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR454_3P ESR1 SYBU MDM4 CREB5 SIX4 TMEM159 LGALSL ZNF217 CPEB1 CBX6 CAPRIN2 RAI2 RACGAP1 FERMT2 IMPDH1 OTUD3 SMARCD2 MACIR DCAF8 MIER1 BMT2 PAK6 ARAP2 IL1RAP TNRC6C TANC2 LRP8 SAR1B LPGAT1 DICER1 FBXO28 MAP3K12 ACBD5 ST8SIA5 SLC44A1 CGGBP1 CBY1 USP28 ROBO2 BAG5 JADE1 DNAJC16 AGFG1 RTCA PRUNE2 TGFBR2 ACSL4 LONRF3 ZNF3 ACVR1 BLCAP MAPK1 ABCC5 DNAL1 ZIC5 ARL6IP1 CPEB3 RBBP8 TGFBR1 MYBL1 RBM25 PEX5L LY75 FASTK TMEM50B AGO1 ERBIN ZBTB20 SERBP1 MSMO1 SH3D19 SECISBP2L PRKD3 WDR20 RNF145 LDLRAD4 VPS37A AKAP11 C2orf15 CDK19 ATG16L1 ARHGAP12 JARID2 MEMO1 PAN3 TAFA1 NKAPD1 ITPRIPL2 NECTIN3 DGKE TMEM9B TBL1XR1 SALL3 CLCN6 TES FUT9 SLAIN1 GPR65 PPARG CCNY IKZF5 TSHZ1 RALGPS2 PHF12 TSC1 WDR47 FMR1 RUNX3 TET3 KLF7 CEP170 LMLN UBXN2B RO60 HCFC2 VGLL4 MBNL1 CNOT6 KIAA1191 ARHGEF4 FOSL1 ENPP5 PSAP ZNF862 DLL1 DLG5 STX6 PLCB1 CFL2 USP33 CYSLTR1 TLCD3A RNF38 ARHGEF26 ALDH3A2 ADAM12 ABCE1 PHF14 ACBD3 RNF216 DSG1 NABP1 RAP2C CYP2U1 TOGARAM1 MET KATNBL1 G0S2 USP13 YTHDF2 SPATA2 TMOD1 PTP4A1 GJA1 ERCC4 RAB5A PHF3 LRIG1 EOGT PTGES3 ZNF555 CENPO CBFB MLLT6 SNX31 ZBTB4 IL15 SEL1L3 PDIK1L CD69 RAB12 BTF3L4 CAMSAP2 SNX2 SMOC1 MIGA1 EGLN3 CCDC126 APPL1 LSMEM1 PIK3C2A FZD6 ZNF594 ZCCHC14 PHACTR2 DEPDC1 PIGA NCKAP5 HEG1 ZFYVE26 GAREM1 BTAF1 PMEPA1 UBB CNOT7 ABCB7 SPART NPNT ZNF107 RRAGD DSEL ATP12A ATP6V1B2 WNK1 DDX6 SLMAP ZBTB18 G3BP2 EPC2 CLIP1 BAHD1 ZEB2 USP8 SZRD1 PPP1R15B LRP2 CALM2 CLTC POU3F2 ARHGAP1 KIAA1217 PLAA TACC2 DCUN1D3 STIM2 CHD5 IRF1 SNAP47 TMEM170B DIAPH3 RFX7 FIBIN MED12L SPTY2D1 CASD1 TRPC3 FYN RTN1 MDFIC TMEM250 MPHOSPH9 LCORL TTYH3 GADD45A CD2AP SKIDA1 DLC1 CLCN3 MAF ATG14 ZFYVE9 FRMD6 EBF3 HSPA8 CCDC6 PIK3CB FMC1 WEE1 ABRAXAS2 RAB30 CHST1 NRBF2 RASA1 NEUROG1 BRWD3 ASXL2 FBXO48 SNX5 IGF1 THSD7A ULK2 MMGT1 MCTP1 FAM104A EREG PIP4P2 PTPRG BMP3 BTBD7 MID1IP1 ANKIB1 HPRT1 C16orf70 PSD AGO4 TRIM23 SERINC3 VPS13D FAT3 ING2 DYNC1LI2 HS3ST5 EIF4E2 SHANK2 NFIA EDN1 RAD51B NACC2 EMX2 CNOT4 NPTN BTG1 KCNA4 PURG ADGRB3 KIF13A TEX2 KDM2A UBA3 ITPR1 WDR33 TFCP2L1 CHMP3 SNPH NPEPL1 R3HDM1 TRIM2 ADCY1 ACSL1 INO80 SBNO1 CBLB SESTD1 OSBPL6 SCUBE3 AAK1 AKIRIN2 FAM155A HOXD1 SBF2 CRACD WNT1 AKAP1 CLCN5 AR LDLR CSMD1 NFIB WDFY3 BMPR2 NSD3 PGM2L1 RAPGEF4 INSIG1 PHF20 UNC13A HIVEP2 BTBD3 DENND10 UBE2D2 MFSD6 SPHK2 GTF2H1 LRP12 BPTF SRSF2 HECA IGSF3 JMY SOS2 UBE2W PTPN4 SLC2A4RG NHLH2 MAT2B FOXF2 RASD1 SAMD8 ZNF609 MBD2 ERP44 FRZB HOXA3 ELK3 MBNL3 DAAM1 SLC6A6 BRWD1 SPEN MAP3K20 MTCL1 RPS6KA5 LRRK2 APCDD1 ST18 CUL3 KLHL3 ZMAT3 STON2 KMT2C SNIP1 KRTAP26-1 EPS15 DPYSL2 THOP1 MECP2 PCNX1 SPOCK1 TENT2 POU4F1 MIGA2 INHBB PRKAA1 LRRTM2 HECW2 PPFIA2 CPEB2 SYT6 KBTBD8 SOCS5 DYNLL2 NPAT PIKFYVE UBE3B DOCK3 CDS1 DGKH DENND4C ZNF800 PPP6R2 PDZD11 ITGB8 ABHD3 DCBLD2 ARHGAP21 BHLHE41 MTMR10 SULF1 FSTL5 MB21D2 POP7 SFMBT1 LRP6 MIR5006_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5006_3P ESRRG KXD1 CREB5 TCF12 M6PR ZNF148 CHN2 EGFLAM PTPRR COX5A CAMK2D RINT1 BPIFC KLF11 ZADH2 BIRC6 ARCN1 TMEM178B NIPA2 CCDC120 CACNA1C RPS6KA5 AMER1 PI4KB NBR1 AP1S2 SNAP47 ANKRD13A MOCS1 TGFBR2 JAK2 ATF2 KCNMA1 PIAS1 ZMYND8 TRPS1 CCDC25 SAMD5 UBA6 ATXN2 ZNF605 WNT9B ITIH5 PPP1R9A TENM1 BCL7A CCDC117 DLG1 FRS2 ELAVL4 BCL11B PTPRD GLIS3 GCNT2 SAMD4A ODR4 FMO5 NRP1 CLCN6 BICC1 FUT9 IRF2BP2 CCNY IL33 FAM13C RBM41 SPOP MTMR7 IKZF2 YPEL2 NRG3 MRPS17 AK2 SLC38A9 PPIC JARID2 LEXM NTRK2 SHC1 GDF6 DPF1 IGF2R C20orf194 HNRNPA2B1 CTIF PREPL CDH11 SLC16A12 SGIP1 ROR1 ELAVL3 STXBP5L NAA40 EDEM3 SPRY3 ATP10B SLC19A2 TNRC6B MEIS2 EPHB1 RIN3 CDYL2 BCL11A ATP8A2 SLC16A6 NR5A2 BACE2 IRF2 CELF2 ARMC8 LARP4B DGKG GSTM3 HSPH1 PROX1 TOMM40L CTDSPL2 TXNDC5 PEX19 GSPT1 ELF4 WDR36 DAZL MTCH2 DCN TRIM71 RAD21 RGL1 TMOD3 MAP1B POU3F2 PID1 TSPAN13 AP2A2 CHD5 RNF169 ANO6 BHLHE22 TUT7 MYADML2 MON2 LSAMP A2ML1 RSPO4 C16orf72 UEVLD MLLT3 HS6ST3 CAPRIN1 EFNB3 CDKN2B CCND1 TET2 LPP NAA15 ATL2 DMTF1 ERC1 CENPA ZNF549 ZNF704 NRBF2 ZDHHC14 FGFR2 MPP7 ALDH6A1 RNLS PLEKHM3 C18orf32 SH2B3 GABBR2 FGF18 BCL2L2 TUT4 KCNK9 PLCH1 KIF1B C2orf68 SNX13 HNRNPUL1 RPL17-C18orf32 C2CD2 ACSM2A ITPR1 TOX3 HOXD1 CRACD KLF3 SKI FLVCR1 RAB22A USP14 EZR CLN8 IL11 C2orf76 FRMD4A B3GNT5 EPHB6 SGCD GNAQ SLC37A3 FOXC1 ZNF268 ZNF266 FLT1 HNF4G MAPRE2 SEC61A2 SDHD TENT5A TMEM64 MTCL1 WDR26 C14orf28 TRIM2 GOLGA5 EPHA5 ADGRL3 TMEM135 TMEM127 ACSL4 LEPROT SUN1 TAOK1 ICE2 AP3M1 IL6R AHSA2P TFAP2A TRIM44 RHOBTB3 RIMS2 EPHB2 DTX4 FAM126A FAM160A2 MTMR12 BCL2 SLITRK4 VPS37B MLXIP ENTPD7 MMP16 SEC24D RAB10 KLHL29 DVL3 POLE3 LARP6 MINDY2 CCND2 NCOA7 N4BP2L1 GAD1 SPCS3 C9orf40 RUSC1 UBR2 CALCRL MAP3K2 MAN2A2 EBF2 TIFA HMGN4 SH3TC2 NXPH1 SLC28A3 ZBTB7C PTP4A1 ELAVL2 ZCCHC24 LIG3 EIF5 GOSR2 EFNA5 ZC3H7A RASL10A SASS6 ZNF300 EVC2 IGFBP5 AFAP1 MAPK9 SZRD1 LRP2 NUCKS1 IPO8 PPARGC1A ENTHD1 RTL8B RFX7 ACADL ZBTB20 PTPRT ZNF740 PHOX2B PLXDC2 HOOK3 SH3PXD2A FAM98B PGGT1B FBXL22 KSR2 SIRT1 PIK3CB POM121 SOCS4 TMEM213 ABRAXAS2 RTKN2 SOX14 RAB40B ONECUT2 MCOLN1 ANGPT1 CCNJ KLHL6 MGAT3 HCAR2 SNX18 YPEL4 PLXNA2 HAS2 CNKSR3 SLC7A14 EPHA7 KDM5A CES2 ZEB1 BMPR1A C1orf185 RREB1 WDFY2 DNAJC13 BPNT2 FRAS1 TSPAN8 EPHA4 ARHGEF33 INO80D ITGB1 GNG12 RETSAT NEXMIF GTF3C3 SORT1 GPBP1L1 FBN2 DR1 WWC3 RPRD2 PDGFRB VWA8 CDK12 SMIM13 BIN1 ACVR2B CAMK1D C17orf64 ARL6IP5 SEPTIN11 HAPLN1 HMGA2 MYCT1 TMA16 MIR25_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR25_3P SLC25A16 MBOAT2 IDH1 ITPRID2 AFF3 TEX2 MMD FAM160A2 TENT4A CDKL5 ARMC1 TGIF1 SLC38A2 GLRA1 OTUD3 MACIR PCDH11X AGO3 FHL2 FNIP2 ITGA6 CADM2 SLC32A1 UCHL5 KLF4 RANBP9 COL1A2 MARCHF6 HIPK3 CHCHD10 PDZD2 SYN2 SSBP2 ADAM19 SCN8A DDX3X MAPK8 HIVEP1 BCL2L11 MAP1B PGBD2 C21orf91 PALLD CDH10 RORA PEAK1 ATXN3 TULP4 NCKAP5 ZNF595 ANKRD44 EDEM3 PLEKHB2 CTTNBP2 TMEM267 ANKRD28 USP28 PITPNM2 BCAT2 PCMTD1 ROBO2 MIA3 MEF2D ZNF287 FMN2 APBB2 FBXW7 COX20 GATA6 NOX4 ELK4 PNISR PAX9 GNPDA2 KLHL29 TBC1D8 PCDH11Y MAST4 BSDC1 PTPRD C19orf12 CPEB3 SEMA3A NEFL NKX2-4 PER2 KAT2B AADACL3 MTF1 CPEB2 NPC1 SH3D19 UBASH3B ADGRF2 REST FKBP1A PAXBP1 PCOLCE2 PPP1R12A BCL11B RPL15 G3BP2 MYO1B RAB14 MORC3 NF2 TAFA1 SELENOT ITGAV TBC1D12 ZNF24 TBL1XR1 PDZD8 TNPO1 KLHL14 EFR3A ITPR1 ZFAND1 UBE2Z ST6GAL2 TMEM229A MED19 DOCK9 PIK3R3 FAM160B1 RFX1 ELOA MFF B3GALT2 HAND2 SYNJ1 FRY KLF8 PTGER4 RGS17 WWP2 C8orf44-SGK3 PCGF3 C20orf194 MAGEC2 ITGA8 MYO5A PTPRO DNAJB12 SNAPC1 DCAF6 PIAS4 FAM126B MPP1 AIDA CACNA1I TEF TRIM36 ARID1B DUS2 PPCS ADCY3 MOAP1 TAGAP PCYT1B CALN1 MINAR1 OSBPL5 LUZP1 CDK16 PAX3 RBM27 SLC12A5 CD69 GPR158 KLHL15 UGP2 PHTF2 RGL1 APPL1 SGPP1 RNF4 TPCN1 PPP1R37 SLC39A8 EDEM1 BCL11A GIT2 CELF2 RNF141 FNIP1 USP45 SNAP91 CIC LRCH1 LHFPL2 ARRDC3 TMF1 DUSP10 ATP6V1B2 C5orf24 ITGA5 SOX4 DUSP5 GTF2A1 GPR180 XYLT2 EPC2 ATXN1 OTUD4 DNAJB9 DENND4B ZEB2 SLC10A7 SLC25A36 RAB3C LYST ARHGAP24 ABHD13 RAD21 NRG1 ESRP1 RAB23 LMBR1L ADAMTSL1 CDCA7L TACC2 CCDC186 HCN2 GATA2 RIC1 TMEM255A FOXN2 SLC24A3 REXO1 SOX11 SNN NSMF GOLGA7 IQGAP2 ADAMTSL3 GOLGA1 SOSTDC1 SLC4A8 MAP2K4 GOLGA4 PTEN VPS4B ADAM10 LIN54 GRAMD2B KIAA1109 STRN3 ELOVL4 ATG14 SH3PXD2A RNF38 EOMES RGS3 SPRYD4 GPC6 CNIH1 TET2 TOB1 PIK3CB PPP1R12C ZNF385D CLDN11 NEFM SOCS6 PCDH7 EVI5 NSMAF MMP10 LONRF3 SLX4 SERTAD3 BAHCC1 EPG5 STYX PITPNA SGK3 P3H3 ANKIB1 SERINC5 FNBP4 FXR1 BAZ2B NPNT USP36 ZFHX4 CUX1 JOSD1 YIPF4 SNX13 PKDCC HS3ST5 RAB8B MAN2A1 SRPRA NEFH ACTC1 MSR1 CCNJL ARHGEF17 PLEKHA1 ARF1 LATS2 RPS6KA4 C11orf24 RSBN1 DYRK2 TTC9 ADRB1 GFPT2 HERPUD2 CNEP1R1 KLF2 SLC9A7 SCUBE3 DSC2 PTAR1 CPNE8 SLC7A11 CLCN5 PRKAR2B KMT5B BMPR2 UBE2W ATRX IL36B FAM20C CPEB4 INSIG1 XPNPEP3 TECPR2 DENND1B ZNF521 MCL1 RBM47 FCHO2 BTG2 NFYB ZC2HC1A MIER1 PDE10A MYCBP2 NSF TOB2 JMY TRIO ASPN GNAQ SLC17A6 PTPRJ SESN3 ANP32E RNF44 COL19A1 CCNC LRRC1 PSMD14 PTPRK SPTBN4 LIMCH1 FAM135A RNF180 KLHDC10 PLEKHG3 COL27A1 MARCHF4 NUFIP2 RHPN2 DAAM1 HIPK1 MAP3K20 SLC25A32 ZFYVE21 DDX3Y MFHAS1 UBXN4 TWF1 PAPSS2 ERGIC2 SLC9A1 GLCE FZD10 SCAF11 TEAD1 NR4A3 IBTK GOLGA3 HNF1B ZNF827 GLYR1 CBFA2T3 GID4 FBN1 PLXDC2 ACOX1 GRHL1 DPP10 GPR137C ZDHHC5 ARRDC4 KBTBD8 TCF21 DMXL1 PIKFYVE RIMS2 MTMR9 ZNF721 NCAPH2 WASL FAM24A TPPP ALKAL2 CXCL5 NKX2-3 ZFC3H1 CBLN4 COG3 PHLPP2 ANO8 MIR548AT_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AT_5P AGFG1 SELENOI ZNF148 FZD6 FCHO2 PRRC1 FERMT2 ELOVL7 ELP4 MBNL3 ARAP2 PLAGL1 GLS2 GPD2 CEP290 PGR ELOC MIA2 PCM1 C21orf91 DNAJC7 ROBO1 CEP192 GRIA2 SLC44A1 TTC26 PMEPA1 SYTL2 ROBO2 CHD9 TSPAN9 ZNF117 PTPN22 ZMYND8 DCUN1D1 ITIH5 PSD3 LSM12 RSAD2 SEPTIN14 EXD1 PHTF2 TMX3 CNR1 TBL1XR1 STAU1 CEP70 KLHL14 PUM2 ATP11A ADAM23 TSHZ1 ZNF274 WDR20 CEP97 MTMR7 ABI1 HNRNPH3 CCNG1 SCN3A SUMO2 CNOT6 FAM160B1 GXYLT1 KCNT2 TRA2A PRDM10 ANKRD17 PLCB1 CNKSR2 DPYD ACBD5 C6orf120 GUCY1A1 HNF4A COG6 SRCIN1 STXBP5 WDR5B YWHAZ ARHGAP5 RAP2C VSTM4 NKAPL UBE3B SORBS1 MAP4K3 LMBR1 MAK16 LEPROT SMARCA5 CMC1 SPAG9 DNM1L BIRC3 P2RY12 KCNQ5 C1orf21 BSDC1 CACNA1B SGPP1 CCNT2 BAZ1A RNF141 SFRP5 CEPT1 ECH1 SNAP91 ERCC6 CCNH SCN3B ZBTB44 CRY1 SLC4A4 TMF1 RC3H1 ACTR10 MAGI2 SMAD4 ABHD18 GTF2A1 SORT1 SPRED1 SEPTIN8 FAM135A CNBP METTL15 SPART EIF5A2 RAD21 PCDH9 CHSY3 RFX3 ADD3 INSM1 FBXO33 DIAPH3 SMNDC1 RSRC1 SDC2 MSMO1 NEDD1 TCEA1 MLLT3 CASP8 KIAA1109 VKORC1L1 SOX5 GPR155 SPIC LRP12 SFRP2 LPP LETM2 SLC44A5 ZFAND3 ATXN3 PKN2 ZNF709 KRAS PIWIL1 CXCL8 DIDO1 FBXO48 GCH1 ADPRM MDM1 STK38 ZFHX4 GPD1L MYC KATNAL1 ZBTB6 SEC62 DNAJB14 ZNF275 DDX21 ATF7IP CNGB3 LRIF1 HNF1A REL ZNF57 RMND5A FAM155A SLC25A37 NFX1 TBC1D4 STC1 MAP3K9 HOOK1 TJP1 CPED1 ZKSCAN7 BCLAF3 DCP2 PDE7B SEMA4D AVIL SKIL BCOR PTPRZ1 PLPPR4 ANKRD20A4P PINK1 CTCF SGCD IGFBP3 ATP13A3 COL19A1 ARL5B NXT2 NHLRC2 ZNF793 KLF6 PLCB3 INTS2 HLTF VGLL3 DCAF4L2 CSAD TAOK1 PCNX1 PHF6 RIN2 BET1 SLC2A3 TENT2 AMN1 ZMYM2 TRPC4AP STON2 ETV1 ZFP36L1 REEP3 MYO1D RASAL2 MTMR10 C5orf22 MBTD1 MMD MIB1 STAG1 BNC2 RORA LMX1A MARCHF5 SPAG16 SAMD8 MINDY2 IVNS1ABP APC OTULINL XPR1 MED14 C1D FAM83B CDH6 CDK6 TFAP2C ABCA1 TTPA TNFRSF12A ABCD4 PCGF3 CACNA2D1 KLHDC1 SFT2D1 NDUFA10 FOXQ1 SLC25A33 SMARCAD1 PNPLA4 KHDC4 ZCCHC14 ELAPOR2 TENM3 PRPF4B RBBP7 SLC15A1 PCDH11X STRBP NLGN1 CLASP2 TADA1 EXO1 DESI2 CPNE4 SGMS1 C3orf80 ZMYM5 CD2AP ALCAM SIRT1 GNA13 PPP3R1 BRWD3 UBE2D1 LIG4 EPG5 HAS2 CDK17 KIAA1210 PARD6B FAM133A FAM199X MEGF10 CLHC1 KIAA0408 PPP1R1C RIC8B PICALM NAAA BPNT2 RSBN1 RRAS2 RRP1B DENR AAK1 STK38L BMPR2 SPIRE1 UBR3 PRDM15 PDCL CNTN1 ZCCHC10 KLHL4 PALM2AKAP2 ATG5 ELAVL2 ALG6 FBXO22 TTC33 LIMCH1 SAMD4B ZC3H6 CREBRF WNT2 CNTN3 CLDN8 ATXN7L2 CADM1 PRRG3 PRXL2C LYRM7 SLC25A2 SOCS1 CLOCK TMEM167A TCF21 CSDE1 CCNG2 HAPLN1 HMGA2 MIR1185_1_3P_MIR1185_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1185_1_3P_MIR1185_2_3P BCL6 PRDM16 CREB5 TRMT1L CBX3 FERMT2 EYA4 SATB1 MBNL3 ARAP2 EGLN1 HOXA10 DNAJB4 TRAM1 MAPK8 PCM1 PCDH20 RAB11FIP3 QKI ASAP2 DCUN1D4 ZIK1 HSPA14 ROBO2 RAB18 ERCC3 SNX3 TGFBR3 DPP8 XIAP STXBP1 GRIP1 ZNF570 LMO3 DAZ4 KIAA0319 PTGER3 SECISBP2L CASP8AP2 CSNK1G3 PDE11A TENM1 UBR1 RGS4 CRISPLD1 ITM2B MPZ EPN2 DYNC2LI1 E2F6 ABL1 CNR1 ZNF292 GP1BA TRAPPC4 TCF7L2 NRP1 DKK3 CEP70 FUT9 PUM2 IRF2BP2 TIMP3 BAG2 PIK3R4 FAM221A CYP26B1 PAFAH1B2 AP1S3 IKZF2 GPR63 LEMD3 HMGXB4 GMCL1 TRPC5OS IRX5 RBL2 TEK SFMBT2 OLFML2B GABRA1 SH3GL3 CBFA2T2 CFL2 ZFX GABPB1 AXIN2 PNISR SET KIAA1191 GPR18 FAM126B U2SURP SLC30A5 RALGDS DST IAPP ARID1B USP48 CTTNBP2NL MBNL1 FBXO32 EEA1 SMARCA5 PHF20L1 PHF3 DOCK11 RBM27 SEC11C OTX2 TLE4 CXXC4 USP25 TM2D1 FGF13 ZNF830 PIK3C2A BAZ1A TRIM13 CREBBP ARID4B ENPP3 GABRA4 TMF1 RC3H1 HOXC6 RNF182 PCSK2 KIF3A LRCH4 SORT1 FLI1 NCKAP1 VCL EFNA1 TFRC FOXE1 PLEKHG1 PCLO RAD21 TLE1 KIAA1217 CIAO2A CAGE1 GTF2I INSM1 FOXN2 PPP2CB NAA20 AKAP13 UBE3C DUSP6 IQGAP2 TCF3 MON2 CCR2 PDCD10 PTPN3 DEPDC7 VKORC1L1 MTOR ANKS1A CCDC186 MBNL2 NAA15 ASXL1 BACH2 RICTOR CDKL3 ATXN3 NASP SLC35E1 KLHL2 SLC8A1 ASAH1 KCNG3 ATRX MDM1 CCDC91 DAZ3 RASA1 AREG RNF220 RANBP2 PAK2 IRX1 LYSMD3 DAZ1 PPP4R2 ARHGAP20 DDX21 NKTR UBE2B VNN1 NUP153 RBPMS PRR14L MAP3K5 SLC2A13 RAB2A DAGLA ZNF518A MTFR1 MAP2 KLF3 FRMPD4 SEPTIN9 HIPK3 NRIP1 SMIM8 SFSWAP MTHFD2L GRIK4 SLC6A14 DENND1B ULBP1 HVCN1 PAH ZC2HC1A RAB3GAP2 MYCBP2 GCC2 NADK2 LHX2 C18orf25 SGCD TRIO SLC17A6 GNAQ TOR1AIP2 COL19A1 TAMALIN NXT2 HNRNPDL USP7 C1orf52 ZNF326 DCP2 ZNRF3 SSBP2 ADAMTS5 ZNF649 STARD13 FJX1 DAZ2 MOB4 TSPAN12 EYA1 LGR5 NOTO KMT2C N4BP2 BRINP1 AKAP6 SASH1 LSM14A DENND11 PPFIA2 CPEB2 EYS TGDS RAPGEF5 HSPE1-MOB4 LMO1 ARFGEF2 MS4A13 TMTC2 FSTL5 NUP133 LRP6 RBM12B ACSL3 ITGA4 LIX1L SLC22A10 MTMR12 FOXO3 OTUD1 MYO1E SGCG CNTN6 RECK SYN2 UBE2O CERT1 RORA MMS22L MEF2D SALL1 ELK4 BMPER INPP5B SAMD4A GPHN STRN4 PLPP3 EPHB4 RAB14 IRF5 WDR72 ATP7A CPD IPMK HECTD2 PHF12 NUP98 TMEM132B ARAP1 BEX4 LATS1 HOXA9 APOOL PDE10A TRIM61 SPINK5 JAG2 PDE7A ZNF619 BEND7 CALN1 BBX ZCCHC24 SMOC1 PCDH17 ZSWIM6 CSPP1 PPP1R16B GUCY1B1 IQGAP1 HMGB3 TP53INP1 PSME4 SMARCA4 MOSMO MED13L UBE2H IRX3 DLX6 EBF3 TASP1 TOB1 JAGN1 TMCC1 PTGFR ENAM ZNF441 SFPQ MED23 RIPOR2 SPOCK3 EPG5 GATA3 LCOR HAS2 SETD9 FBXO34 WAC SERINC3 EDN2 ANP32A CAV2 MAPKAPK5 TXLNG POLI SEMA3C AAK1 ERF BHLHE40 NUP160 SLC7A11 ANXA1 BMPR2 INO80D FOXF1 ART3 BTBD3 WDR82 BMP7 TVP23C GOLPH3L TMEM209 TVP23B MAGI3 MEOX2 ENC1 TNFRSF11B PLSCR1 LANCL2 ERAP1 SLAIN2 USP32 PRR12 SOX9 FILIP1L CNTN3 GOLIM4 KHDRBS3 GRHL3 GABRB2 LRP1B MAP2K4 AKAP9 ADARB2 NPAT ZMYM6 DOCK3 PLXNC1 VCAM1 RAP1B MIR203A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR203A_3P AFF4 OLFM3 DIP2B ZNF148 MORF4L2 MEF2C CREM PDPN ZNF281 ITPR2 MBNL3 C6orf118 MPDZ EGLN1 CRISP1 DYNLT1 PSMD5 MAPK8 TMEM178B UPF2 DGKH RAPGEF1 HTR2A MCTP1 HCCS ROBO2 TCF4 SRA1 LRCH2 HNRNPR ATF2 TFDP2 BBX KRT26 PRPS2 PSD3 SCP2 COPS7B COL4A4 ZBTB20 FRG2 BCL7A UBR1 INTS14 MEMO1 GLIS3 XRN2 MORF4L1 OPA1 AQP4 ZCCHC10 DLX5 ADK NR2C2 RADX PAQR3 GALNT13 CADM2 WDR47 ETV1 GRHL3 ZNF608 GXYLT1 CDK5RAP2 PRICKLE2 DLG5 GABRA1 OPN3 RNASE4 ADAM12 TC2N PCDHB7 GPR18 FAM126B U2SURP CSRNP2 CRLF3 EGR3 TRDN SRC SLC16A12 INPP1 PRC1 PDE4D SGIP1 KRT35 COL21A1 ACSL1 RCBTB2 IFIT1 CTTNBP2NL GUCY1A2 PHF3 CSN2 YTHDF3 CEP43 SGMS2 ZNF197 IL24 COX15 ARFGEF3 KRT1 ELOVL6 ZNF652 KIF2A TMCC3 ALG5 DAB2 ANKS1B RNF141 GSKIP FAM204A ST8SIA3 GABRA4 RPS6KA6 GOLGA8A SLC4A4 ZNF112 DDX6 OXGR1 TAF4B DUSP5 EEF1E1 DCAF10 RASSF6 ZNF680 DCN TRIM4 EIF5A2 ACVR2A RRAS2 AKAP7 CCZ1B OSBPL8 CASK YAF2 PRKAG2 PDHA1 GLRB USP8 TMEM33 PEX5L ADGRG2 MAPK9 IFIT3 SOX5 TNFSF15 TMEM154 HSDL2 GABARAPL1 RP2 SLC39A9 MAP3K13 THSD7A TKTL1 SPARC PIK3CA CCDC50 FAT3 HMGA2 HNRNPUL2 ETS2 LIFR NSG1 GATM SEC62 PURG GBE1 HYAL4 MBLAC2 SESTD1 MICAL2 PTAR1 CRACD SMAD1 MYEF2 ADAMTS6 EIF4E WDFY3 CIBAR1 WFDC5 ELAVL4 PRSS33 CDH10 INSIG1 E2F3 B3GNT5 EDRF1 ANTXR2 TNPO1 CNNM3 RAG1 MCTS1 MSI2 TPR DCP2 ADAMTS5 RAB27B WDR37 ADAMTS17 NPY2R SHISA6 VAPA LIN7A TADA2B RICTOR EPHA5 SH2D1B PRKCI MECP2 PHF6 ATP2C1 DNAJC27 LRRTM2 PAPSS2 ALOX15 ZMIZ1 PCDH19 ID4 SPOPL TEDDM1 UBE2D3 TTC39A NR1D2 RASAL2 CLOCK CFAP97 WIPF1 CCR1 TARDBP MAP1B FGD4 SENP7 MMP16 RPAIN COL17A1 BANF1 RAB10 SEMA3A LIN28B TNN MINDY2 GPHN PLPP3 TMEM100 MACO1 PPP1R12A SETD7 MED14 SELENOT PTPN9 KATNAL2 IKZF5 PHF12 SEMA5A MAP3K2 B3GALT2 ARHGAP42 FGG ABCE1 DUS1L SCYL2 SULT1E1 NEDD4L PTP4A1 SLC25A46 NOCT FER DRD1 PLD1 AHR ZNF451 PNPLA4 FMN1 IMPG1 ZNF14 MEX3C STRIP2 TXNDC16 BCCIP EPYC RERG VSNL1 ZNF763 KITLG GPR180 MAP3K1 RELT BBOF1 NUDT21 TMPRSS11D RFX7 PKHD1L1 HOOK3 ELL2 ATG14 SLC12A2 WFDC13 PDAP1 CSGALNACT1 FOXK1 RTKN2 ONECUT2 NSUN7 NFIL3 PLD2 RIPOR2 LRPAP1 SPOCK3 C2orf80 DPPA4 LRATD1 SCGB2A1 C11orf91 PRKCB SLC7A14 TLCD4 ACO2 NFIA SERP1 GPATCH1 DNHD1 KRT85 NSD2 FUBP3 SNAI2 TMEM69 ARMT1 CCNC PCDHGA11 HERPUD2 PHLDA1 PTPN3 NAA30 DENND6A SLC7A11 NLK VIRMA MBNL1 ANKRD52 LNX2 SNTB2 MMAA RBM47 SMC5 MID1 JMY PTPN4 PHIP KLHL4 NAA25 CAB39 DR1 SGTB PRKG1 NUFIP2 CREBRF NEMF ERAP1 MBNL2 CCZ1 KAT6A ZBTB11 SEC24A KBTBD8 DGKB GFM2 PHF21B PDGFD TRPV3 CLSTN3 LSM14A MIR576_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR576_5P ITPRID2 ZEB1 KCMF1 GAB1 MACIR RGS5 PDXDC1 RSRC2 VEGFA DGKH ZNF770 DNAL1 C11orf54 C21orf91 CUL3 ANKRD28 FAR2 PRPF40A SYTL2 COBLL1 IRAK3 ENAH ZNF273 KCNMA1 RBAK-RBAKDN MOB1B VTA1 BOLL ETNK1 LAMP2 ZNF326 LUZP2 GPATCH11 CRISPLD1 MRAS ENKUR ARMC3 E2F6 SINHCAF CEBPZOS ACVR1B AQP4 HBS1L FUT9 PUM2 THAP5 SLC16A7 CERK FAM169A PWWP3B FAXC FMR1 CAST ZNF507 ASPH TASOR SUMO2 HCFC2 SLC4A7 CCDC148 AGGF1 HACE1 RBL2 DDHD1 GASK1B GAS2 TRIM33 HDAC9 ZFX MAP7 THRAP3 FAM126B ZNF670 GCLM TRDN ARHGAP5 COMMD6 TCAIM INSIG1 LYSMD4 NCEH1 LEPROT GRM5 DBT USP47 YTHDF3 ENY2 ZNF805 ZNF146 SUMO4 KCNQ5 LARP4 SLCO4C1 TOMM70 SLC10A4 SGPP1 EGF PCGF5 CIP2A HEXIM1 BACE2 CMYA5 CYYR1 CDH11 EPHX4 DSE CCDC39 DCLK1 NPR3 TTC3 TDRD7 ZDHHC17 TMF1 RC3H1 CUX2 CLTC ABHD18 LAMTOR3 SNX10 FLI1 ITGA6 ERICH3 HTR1F STXBP3 CDCA4 FMN1 PCLO IGF2BP2 CHIC1 RFX3 BCAT1 ZNF850 ITGBL1 LCLAT1 MTSS1 NR3C2 ZFP30 JADE2 TMPO IL6ST CAMK4 CD164 TMEM33 RBMS3 DIAPH3 PEX5L TSHZ3 PXYLP1 GCFC2 CXADR GRB10 LPP PJA2 ZFP82 LUM F9 RAB11A STAU2 HPRT1 ZFHX4 HS3ST3A1 CETN3 CCSER2 ODF2L NAMPT PPM1A ARHGAP11A RTL3 S1PR3 NFAT5 GRIN2A GOPC SAMSN1 YBX1 GDAP2 MGA TRIP11 MSANTD3 ATP6V1G1 EFCAB11 AFTPH KLF3 PIAS1 BMP2 CPNE3 NRIP1 HOOK1 ATPSCKMT FGF2 GOSR1 ACP3 POLR1D KLF10 SLC6A14 DCP2 WWP2 FREM1 SKIL B3GNT5 PDS5A NBPF1 MIPOL1 CAPZA2 C4orf46 SLC9A4 MRPS7 ADAMTS5 LDB2 N4BP2 SP4 SCAF11 LONRF2 SORL1 CA8 FUT4 NFXL1 NF1 NCK1 MECP2 MYO5B POLDIP2 SPIN1 ANKRD29 MEGF11 ZC3H12C ZHX1 NDFIP2 REEP3 DDX42 MRPL42 PIMREG ITGB8 MGAT4A FSTL5 CLOCK ACSL3 LY6K ITGA4 CFAP97 EIF4A2 CAPS2 FZD3 UBE2O TMEM14A TULP4 NCKAP5 SENP7 SOHLH2 PLRG1 PER2 RBM38 MAP9 PAPOLB NECTIN3 WDR72 PDE12 IPMK TM9SF3 LINC01517 IKZF5 NR3C1 CDK6 ZNF181 LRRCC1 CADM2 CKAP5 NDST3 AVL9 MFSD4A MSX2 YIPF6 METTL9 FBXL17 ICA1L AHR PLCL1 IGDCC4 EFNA5 TMEM196 ARGFX APPL1 C10orf88 PCDH17 MMP20 TMTC3 TXNDC16 PLEKHA8 NECAB1 LRP2 TMEM38B KRR1 HDGFL3 AK7 ZDHHC21 CNTNAP2 APH1B GRM3 TRIM23 NALCN SIX2 SLC5A12 PGGT1B RNF138 GOLIM4 FDX1 ONECUT2 CISD2 SI BRWD3 MMGT1 TOX GDAP1 CDK17 C1GALT1C1L ACTR2 RB1 BLZF1 KCNA4 ZNF131 WDR33 RIOK3 CAV1 SLC7A11 NLK KCTD4 VIRMA NEXMIF PCDH10 UBR3 PTPN4 ADAMTS3 CD38 TNFRSF11B PRPF38B NUFIP2 HIPK1 CENPS ZMAT3 PNRC2 KAT6A PCDHB2 NR4A3 SCAI POU2F1 AHI1 FBXO42 FNDC3A MGARP MIR30D_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30D_3P PIAS2 CENPL CHURC1 SLITRK3 DIP2B FAM114A2 CDKL5 HIRA ARMC1 HDX ELAPOR2 MNT BMT2 ATP11C MEI4 ELOC NR3C1 ROBO1 TUSC3 SGCZ RUNX1T1 LRCH1 VANGL1 MAGT1 PIAS1 PHF24 SOD2 MTDH DEUP1 ETNK1 INO80C SYNJ2 GPR176 COL4A4 UBL3 SUV39H2 SLC12A6 SEMA6D SH3D19 TRMT10B PDK4 TENM1 RANBP3L SCAF4 RGS7 FAM20B USP38 DNAJB14 ZCCHC10 UBR5 AP4E1 STAU1 NR2C2 ZNF138 NKRF DHFR RPL13 CAST NABP1 UBXN2B CREB1 GPR1 AR PRDM10 SH3GL3 PSMD10 TRIM33 PSD3 CANX MYO5A RALA TLK2 GPRASP2 RIF1 ARID4A TMEM47 OSBPL11 PRLR FAM171B ROR1 CLDN14 CALCA SYT14 DBT GUCY1A2 EOGT YTHDF3 HOXB7 SGMS2 TWNK CSNK1E CCN3 TNRC6B ERAP1 MYO5C CCDC80 ZNF35 ARF6 ROCK2 USP1 TOMM20 SYNRG NSL1 RNF141 CAV1 CNPY2 APOBEC3A PDXDC1 DACH1 EPGN CCKBR SNAP91 CREBBP RBM7 DLST YPEL5 NOD1 ADA DNAJB9 RTP4 PCLO METTL4 MAP1B SERTAD2 SP3 RNF6 UFSP2 TSPAN13 GABRG2 FAR1 SYT4 ZBTB18 PHACTR2 ECM2 MYSM1 NHS KLK10 SLC12A1 CCDC184 PTEN PRDM11 BCCIP ZFHX3 NTRK3 CCDC186 TRIM72 TXLNB PSIP1 ZNF107 RNF217 SBNO1 ZNF704 PIGBOS1 EPS8 OTUD6B RUNX2 ZNHIT6 CHCHD4 SEMA3E OPRK1 UBE2G1 SS18 SLC27A6 DNAI4 RAB3IP TCEAL6 MAP3K4 HS3ST5 EXTL2 SEC62 SLC36A4 PPM1B DOP1B RCN2 MRPL30 TNFSF13B LACTB KLHL11 POU2F1 DTNA SESTD1 ZNF426 SNRK SLC35F3 SLC5A3 PIH1D2 COL12A1 RUNX1 PRPH2 HOOK1 GOSR1 SH3GLB1 EIF2AK1 NEMP1 EGR1 EPAS1 XPNPEP3 PPP1R3A FCHO2 IPCEF1 POGLUT3 IGF1 ZNF430 PDK1 COCH CEP152 CACYBP ANTXR2 STIM2 KLHL5 MPP6 TPR GATC TPK1 NEGR1 ADAMTS5 UBE2J1 PYROXD1 IL1B NPY2R ELK3 BRWD1 DAZ2 CEP350 GALNT7 VGLL3 FBXL20 CDKN1B PANK3 SCAF11 TEAD1 C5orf24 KANSL1L NAPG LSS LRRTM2 NBEAL1 NOX3 GPR137C BTNL9 SSR1 TSHR IARS2 NODAL ZEB2 LRP8 RALGPS2 SH2D3A WDR44 TMEM99 INTS8 CWF19L2 FAM126A AKT3 NAA16 PRKAA2 FAM98A PCSK5 ZNF566 BRD8 EMC4 LPGAT1 TULP4 MCCC2 KMT5B SLC39A10 SLITRK6 MINDY2 CDC73 NCOA7 TTPAL GFPT1 APC THOC2 SELENOT PAIP2 ZNF280B CDKL2 PDE12 MAP3K2 MARS2 ABHD5 GBP1 TNFAIP8L1 AKAP5 PIK3AP1 ACBD3 EP300 RNF216 HMGN4 HS3ST1 TUBGCP5 NPHP3 RYR3 SUB1 SLC25A33 OSBPL1A TCP11L1 RGS7BP CALHM5 GPR158 SASS6 GM2A PCDH17 SPIRE2 ZCCHC14 TPTEP2-CSNK1E KRBA2 MRTFB CEP19 GPR180 SLC6A3 SLC10A7 CHMP1B RELT TMPRSS11D HSPA5 PTPN21 MED12L PLEKHH1 LCORL ZDHHC21 MTHFD2 ITGA1 ZC3H14 RBM45 C8orf44 FANCD2 TOB1 CCDC6 SRSF4 SOCS6 GNA12 SNX18 FAM104A YWHAE GTPBP4 FXR1 SMAD2 RAB8B ACTR2 RB1 MSR1 CACNB4 CEP44 MFAP4 CCDC112 PHLDA1 PTPN3 TBC1D23 COLEC12 KMT2A SEMA3C AAK1 STK38L ATP9B CDC40 DNAJB4 GALNT1 PMEL GGH ARHGAP28 B9D1 SOS2 VCPIP1 ZBTB41 SESN3 MEOX2 DOCK1 YARS2 NAA25 FBXO22 NUFIP2 CSNK1G3 ZNF827 CAPRIN1 ARL11 SCAI POU4F1 ASXL3 KCTD16 ATRN P2RY1 SMG1 NPAT KRT6C RFK FGF7 HMGA2 ZNRF3 PAG1 MIR204_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR204_5P ESRRG KXD1 BTBD1 CREB5 PRAMEF12 TCF12 EXOC6B M6PR CHN2 PTPRR COX5A MYH15 FAM3B ZNF423 FAM155B TFEC ANKRD13C BIRC6 ARCN1 NCOA7 TMEM178B NR3C1 RPS6KA5 BCL9 NBR1 WDR41 AP1S2 KLF12 SNAP47 ANKRD13A FBXW7 TGFBR2 JAK2 ATF2 SAMD5 UBA6 ZNF605 DYNC2H1 COX10 GDNF JPH3 ZBTB20 SLC12A6 CRKL FGD5 IST1 FRS2 DPP4 PTPRD C9orf72 GLIS3 GCNT2 IL7R BRWD1 ZCCHC10 AMOT BICC1 THPO FUT9 CCNY SHF ESCO2 TTYH1 TSC1 SPOP AP1S3 MTMR7 IKZF2 UGDH YPEL2 SAE1 PDE1C PPIC INPP4A DLG5 JARID2 OPRM1 NTRK2 PRDM1 KMT5A RNF170 DPF1 IGF2R C20orf194 HNRNPA2B1 TMEM87B RREB1 STXBP5 TRMT11 RPL7L1 SGIP1 ELAVL3 PCYT1B NAA40 ANGPTL1 PIP4K2B SPRY3 CDK13 SLC43A1 RASA3 EPHA5 LSM5 TNRC6B LRIT3 VAPB TOMM70 SLC16A6 CELF2 TMEM156 LARP4B DNM2 GPC3 GSTM3 DHH PERP PEX19 SOX4 SPRED1 EEF1E1 ALCAM PRTG RGL1 TMOD3 PID1 XRN1 MAP1LC3B FTSJ3 DCUN1D3 AP2A2 CHD5 NR3C2 ANO6 C17orf58 NOP10 ZNF629 MON2 PHEX CNOT1 VN1R1 RSPO4 C16orf72 UEVLD MLLT3 ZFHX3 GAN CAPRIN1 EFNB3 LPP NAA15 DMTF1 SSRP1 DRAP1 NRBF2 ZDHHC14 COG5 ACER3 ACSM5 RUNX2 PRAMEF18 ZFHX4 C2orf68 FNIP1 SEC24D TGFBRAP1 HNRNPUL1 C2CD2 HYAL4 ITPR1 CAMK1 ADCY1 TOX3 GNRHR NKAPD1 SLC25A24 CPNE8 ESYT2 SKI AKAP1 AFF1 RAB22A AQP11 EZR C2orf76 PRKRA ADRA1A PDCD6 ZNF521 CDH4 B3GNT5 ADORA2A EPHB6 EPHB2 NOVA1 ZFP91 RXFP1 CCDC144A SLC37A3 FOXC1 SEC61A2 CD200 CDK14 CCDC120 TENT5A TMEM64 RABGAP1L INTS2 HLTF VGLL3 TMEM108 HOXC8 PDHX ACSL4 TAOK1 TMEM237 NAPG ZNF792 HGF AP3M1 STOX2 TRIM44 RHOBTB3 STON2 ACBD7 RIMS2 RPS6KC1 MCCD1 RIOK1 SEMG2 FAM126A FARP1 FAM160A2 SLITRK4 AEBP2 CHP1 TARDBP WDR76 MLXIP NBEA ENDOU MMP16 FAM168B P2RX1 RAB10 KLHL29 SLC24A2 SLC25A35 CCND2 AFAP1 BIRC2 RAB14 SPCS3 PRRX1 SPRYD7 BEND6 MAGI1 FRY LATS1 PCGF3 EBF2 HCAR3 SH3TC2 MTMR6 RUBCN KCNA3 ZBTB7C PTP4A1 ELAVL2 ZCCHC24 FOSB LIG3 AK4 ZNF699 PRDM2 ZC3H7A RASL10A SASS6 ST7 EIF2AK3 EVC2 IGFBP5 MAPK9 TP53INP1 SZRD1 LRP2 SCN2A IPO8 PPARGC1A ENTHD1 SOX11 ASPH ACADL PTPRT YAE1 GPATCH2L PHOX2B PLXDC2 PKHD1L1 APH1B CCNT2 HOOK3 ZNF282 SH3PXD2A HMCN2 SIRT1 PIK3CB KHDRBS1 TMEM213 ABRAXAS2 RTKN2 SOX14 RAB40B ONECUT2 MCOLN1 DUSP14 HGSNAT ANGPT1 ACAT1 MGAT3 HCAR2 UBA2 YPEL4 TMEM181 PLXNA2 GET4 HAS2 EPHA7 NEBL PHF13 BMPR1A WDFY2 DNAJC13 CELSR3 FRAS1 THSD4 ATP8B1 ARL8B RPS6KA3 DYRK1A PPM1K ADCY6 ARHGEF33 CLIP4 INO80D ISM1 EVA1C RERE ZKSCAN2 TFAP2A RHOT1 MAPRE2 FZD4 PTPRJ GPBP1L1 PALM2AKAP2 MEIS2 FAN1 SCML2 FBN2 WWC3 TFAP2B SOS1 VWA8 TMEM263 SMIM13 KHDRBS3 C17orf64 GMEB1 SF3B1 ASXL3 SEPTIN11 NFATC3 ARHGAP26 RELL1 ARX TMEM87A TPPP UBP1 HAPLN1 MIR211_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR211_5P ESRRG KXD1 BTBD1 CREB5 PRAMEF12 TCF12 EXOC6B M6PR CHN2 PTPRR COX5A MYH15 FAM3B ZNF423 FAM155B TFEC ANKRD13C BIRC6 ARCN1 NCOA7 TMEM178B NR3C1 RPS6KA5 BCL9 NBR1 WDR41 AP1S2 KLF12 SNAP47 ANKRD13A FBXW7 TGFBR2 JAK2 ATF2 SAMD5 UBA6 ZNF605 DYNC2H1 COX10 GDNF JPH3 ZBTB20 SLC12A6 CRKL FGD5 IST1 FRS2 DPP4 PTPRD C9orf72 GLIS3 GCNT2 IL7R BRWD1 ZCCHC10 AMOT BICC1 THPO FUT9 CCNY SHF ESCO2 TTYH1 TSC1 SPOP AP1S3 MTMR7 IKZF2 UGDH YPEL2 SAE1 PDE1C PPIC INPP4A DLG5 JARID2 OPRM1 NTRK2 PRDM1 KMT5A RNF170 DPF1 IGF2R C20orf194 HNRNPA2B1 TMEM87B RREB1 STXBP5 TRMT11 RPL7L1 SGIP1 ELAVL3 PCYT1B NAA40 ANGPTL1 PIP4K2B SPRY3 CDK13 SLC43A1 RASA3 EPHA5 LSM5 TNRC6B VAPB TOMM70 SLC16A6 CELF2 TMEM156 LARP4B DNM2 GPC3 GSTM3 DHH PERP PEX19 SOX4 SPRED1 EEF1E1 ALCAM PRTG RGL1 TMOD3 PID1 XRN1 MAP1LC3B FTSJ3 DCUN1D3 AP2A2 CHD5 NR3C2 ANO6 C17orf58 NOP10 ZNF629 MON2 PHEX CNOT1 VN1R1 RSPO4 C16orf72 UEVLD MLLT3 ZFHX3 GAN CAPRIN1 EFNB3 LPP NAA15 DMTF1 SSRP1 DRAP1 NRBF2 ZDHHC14 COG5 ACER3 ACSM5 RUNX2 PRAMEF18 ZFHX4 C2orf68 FNIP1 SEC24D TGFBRAP1 HNRNPUL1 C2CD2 HYAL4 ITPR1 CAMK1 ADCY1 TOX3 GNRHR NKAPD1 SLC25A24 CPNE8 ESYT2 SKI AKAP1 AFF1 RAB22A AQP11 EZR C2orf76 PRKRA ADRA1A PDCD6 ZNF521 CDH4 B3GNT5 ADORA2A EPHB6 EPHB2 NOVA1 ZFP91 RXFP1 CCDC144A SLC37A3 FOXC1 SEC61A2 CD200 CDK14 CCDC120 TENT5A TMEM64 RABGAP1L INTS2 HLTF VGLL3 TMEM108 HOXC8 PDHX ACSL4 TAOK1 TMEM237 NAPG ZNF792 HGF AP3M1 STOX2 TRIM44 RHOBTB3 STON2 ACBD7 RIMS2 RPS6KC1 MCCD1 RIOK1 SEMG2 FAM126A FARP1 FAM160A2 SLITRK4 AEBP2 CHP1 TARDBP WDR76 MLXIP NBEA ENDOU MMP16 FAM168B P2RX1 RAB10 KLHL29 SLC24A2 SLC25A35 CCND2 AFAP1 BIRC2 RAB14 SPCS3 PRRX1 SPRYD7 BEND6 MAGI1 FRY LATS1 PCGF3 EBF2 HCAR3 SH3TC2 MTMR6 RUBCN KCNA3 ZBTB7C PTP4A1 ELAVL2 ZCCHC24 FOSB LIG3 AK4 ZNF699 PRDM2 ZC3H7A RASL10A SASS6 ST7 EIF2AK3 EVC2 IGFBP5 MAPK9 TP53INP1 SZRD1 LRP2 SCN2A IPO8 PPARGC1A ENTHD1 SOX11 ASPH ACADL PTPRT YAE1 GPATCH2L PHOX2B PLXDC2 PKHD1L1 APH1B CCNT2 HOOK3 ZNF282 SH3PXD2A HMCN2 SIRT1 PIK3CB KHDRBS1 TMEM213 ABRAXAS2 RTKN2 SOX14 RAB40B ONECUT2 MCOLN1 DUSP14 HGSNAT ANGPT1 ACAT1 MGAT3 HCAR2 UBA2 YPEL4 TMEM181 PLXNA2 GET4 HAS2 EPHA7 NEBL PHF13 BMPR1A WDFY2 DNAJC13 CELSR3 FRAS1 THSD4 ATP8B1 ARL8B RPS6KA3 DYRK1A PPM1K ADCY6 ARHGEF33 CLIP4 INO80D ISM1 EVA1C RERE ZKSCAN2 TFAP2A RHOT1 MAPRE2 FZD4 PTPRJ GPBP1L1 PALM2AKAP2 MEIS2 FAN1 SCML2 FBN2 WWC3 TFAP2B SOS1 VWA8 TMEM263 SMIM13 KHDRBS3 C17orf64 GMEB1 SF3B1 ASXL3 SEPTIN11 NFATC3 ARHGAP26 RELL1 ARX TMEM87A TPPP UBP1 HAPLN1 MIR548AN http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AN CALU AGFG1 NWD1 ADAM22 AFF4 ARPC3 PUS7 DAG1 FERMT2 AGO3 WTAP NRN1 STK24 CBL SLC30A7 HIVEP1 SPATA13 KPNA3 MIER3 PHC3 TSHZ2 ZNF518A PALLD AMER1 UBE2E1 LGI1 MCTP1 NCAM1 LBH ZNF117 RRAGA TFDP2 BBX PTBP3 SSB RFC1 TGFBR1 JPH3 RSAD2 GPATCH2L SH3D19 HS6ST2 TENM1 C9orf72 FAM91A1 IRAG2 ARHGAP44 NRP1 NR2C2 TFEB TMEM70 ZIC3 RDX CARMIL1 AK3 KLF7 GPM6B LIMS1 TRAPPC2L SP1 REEP1 WDR6 ZNF236 TSPYL5 GLUD1 PIM1 INPP4A DLL1 SYNCRIP CCSAP ZFX MTX3 AXIN2 IGF2R CYRIB PCOTH PEG3 ZXDA METAP2 NSUN4 FAM126B TMEM47 RABGEF1 RAP2C PRR15L ZNF532 TMOD1 SRSF6 PHF20L1 YTHDF3 SPRY3 SEPHS1 MTR RER1 CD69 KLHL15 CDON FRMD3 LRRC8B VAPB AKAP13 IL20RA ING1 CC2D1B SGPP1 SCML4 GDAP1L1 CTDSP2 CDYL2 NETO1 PIK3C2A ALG5 C2orf69 SVIP RAB11FIP1 ZIM3 PBRM1 LRCH1 CREBBP ANKLE2 KCTD12 CDHR3 PROX1 ZNF737 BLOC1S6 PTPN11 NUP50 SMAD4 SH3BGRL2 NT5E RBFOX2 VCL PRTG PDE2A FOXE1 CALM2 PAX5 PAPOLA WBP11 PCMTD2 GLRA2 CHSY3 SERTAD2 HIVEP3 OSBPL8 C1GALT1 FAM13B CNOT9 SKP2 ANTXR1 INSM1 CEP162 TST TMEM33 TUBGCP3 IQGAP2 COPZ1 SDC2 RAB5B SLC26A2 CERS2 BEX3 PDCD10 RECQL SLCO3A1 APIP CHD1 ITGB1 SPO11 GATAD2B FRMD6 SACM1L TET2 LPP BAG1 IKZF4 ATL2 RICTOR KLHL7 POLR3B PKN2 CCDC40 PHACTR1 EPS8 TENT5D ATF7 SSH2 PIP4P2 AMER2 GEMIN8 ELL ATXN1L SLC18A2 NAMPT FNBP1 PAK2 IDO2 CNOT4 ETS2 SLF2 CIT TNFSF13B ITPR1 NFAT5 EAF1 TMEM128 NUP153 CXADR DUSP19 ESRRG JADE1 CBLB USP37 SRF ACTR1A GATAD2A ING3 MRTFB KCNS2 NEMP1 EGR1 TECPR2 DENND1B NCBP2 PRRC2C CDH4 ZNF77 SHC1 USP31 SUMO3 PCDH7 LBR SNTA1 RHOBTB1 RIT2 ETV5 ANTXR2 EVI5 ANKRD12 XYLT1 ARL5B FABP3 SOX17 TNFSF11 USP9X CERT1 ZNRF3 MBD2 SKAP1 MLF2 SBNO2 FCGR2A MBNL3 VAPA NME4 CEP350 SEL1L ERBB4 LIMD2 GRK3 PAPSS2 ING2 GALNT12 OXCT1 UBQLN2 TEAD1 C5orf24 PCNX1 JADE2 RAB43 PSEN2 SOX8 PPP3CA SCN7A NRXN1 SENP5 TRIM44 SPIN1 RAPGEF5 CCDC177 PLP2 NR1D2 HNRNPA2B1 MTMR10 ATP2B1 KPNA1 MMD ZBTB44 CLIC5 FAM98A STAG1 EIF4A2 RCAN2 MYO1E SOGA1 RELCH FPGS TULP4 PTPN1 CBY1 ZYG11B GATA6 TM2D2 CA10 RIMKLA RFX6 TTC17 CORIN LRRC7 GRAMD1C PAK5 CNN3 IGF1R IVNS1ABP VIM KLHL42 GLUD2 MACO1 PTPN14 MZT1 STK26 SNX18 GRB2 CLCA2 HECTD2 TM9SF3 CBX2 ABHD17B LDB1 MAP3K2 ST6GALNAC5 BCL2L2-PABPN1 RNF103 MAGI1 BEND4 OSTM1 ZNF333 INSYN2A APH1A CCNE1 GLCCI1 POLR1C SFT2D2 KDELR1 SDK2 CCDC144NL NSUN2 FZD3 MTUS1 KIF3A CDH2 KCNA1 LARP1B GPR158 NIPA1 ATP8A1 YME1L1 USP25 PCDH17 GALNT10 KAT6B RNF144A ATXN7 RNPC3 RBMS1 IQGAP1 ZNF107 H6PD FUCA1 FUNDC2 RNF135 HES5 SLC37A1 GABRA2 DTD1 FSBP PAQR9 PPARGC1A UBE2E3 UCK2 POLQ GOLGA1 TBC1D20 B3GNT2 ATAD2B ELL2 SNX30 RIMBP2 SH3PXD2A PDE4B ATP6V0E1 LRRC8C PLCB1 RAB21 PTGFR ATL3 SLC9A2 HP1BP3 UBA2 VPS35 C2orf80 TM9SF1 SERINC5 DACT1 AGO4 SLC7A14 AGMO PATL2 TAB3 VSIG10 DYNC1LI2 TLCD4 RAB8B NFIA BMPR1A SMIM17 CACNB4 TNRC6B VAMP3 WDR33 PCDHB4 SMARCC1 BHLHE40 TMCO3 CSMD1 NFIB NYAP2 GALNT1 INO80D CECR2 OSBPL10 USP30 NEXMIF PARD3 PIGN NFYB B4GALT1 STRN SOS2 PGS1 ZBTB41 FZD4 PTPRJ UBN1 SESN3 FAM171A1 SNX6 ATMIN TUB RFX3 SRGAP1 STT3B IMPACT PABPN1 TRPC5 COL11A1 H2AZ1 RSPRY1 SOS1 RFX4 ZMAT3 KAT6A NIPAL3 MXD1 CAMK1D FBXO38 GOLGA3 PIGM ASCL1 UFM1 ARL6IP5 ZNF550 NKIRAS1 P2RY1 CILP CLOCK USP15 RHOU CTXN1 FBXO42 ZDHHC6 EPN2 SYNJ2BP TET1 ENDOD1 MIR4789_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4789_5P GUCY1B1 ADAM22 BTBD3 AFF2 SLC38A2 PLCXD1 PTPRR STEAP3 SATB1 GABRB3 ARAP2 TMOD2 BIRC6 HIVEP1 DGKH PTPRE TRIQK RAB11FIP3 SLC44A1 QKI DCUN1D4 UBTF HSPA14 KDM3A TBR1 HNRNPR TBRG4 PPFIA2 TGFBR3 JAG1 GSE1 ZSCAN4 SECISBP2L CASP8AP2 ARHGEF9 DSC3 UBR1 GPATCH11 U2SURP CRISPLD1 ITM2B PAIP1 CNOT7 XRN2 MORF4L1 UBE2H CNTN1 ARMC8 TCF7L2 NRP1 CLCN6 DKK3 PLCB4 NR2C2 FUT9 RBM5 RADX PUM2 ZNF230 ADAM23 IGF1R YEATS2 EBF1 PIK3R4 TMEM70 COL1A1 FAM114A1 IKZF2 SMAD7 LEMD3 HMGXB4 KCNH5 FAM160B1 NANOS1 CACHD1 PPM1A OLFML2B SH3GL3 PNISR C2CD5 BMP10 CAMSAP2 FAM126B SLC30A5 TASP1 RALGDS FGFR1 ARID1B ZNF532 KLHL23 CTTNBP2NL EEA1 RB1CC1 SLC1A2 SMARCA5 DOCK11 MEX3D OTX2 GRID2 DCUN1D5 BROX P2RY12 MYT1L EPHA5 CCDC80 PKP1 PCTP USP1 TXLNG PIK3C2A HEXIM1 ASCC3 DEPDC1B ZNF143 TNFAIP8 ARID4B ATP2B3 LRRN1 RC3H1 HHEX PDE4DIP TAF4B PCSK2 PUM1 LRCH4 SPRED1 USP24 MAGOH RBFOX2 NCKAP1 PPP1R15B ASPH TFRC PITX2 RAD21 GPM6A TLE1 RRAS2 KIAA1217 FOXN2 NAA20 FBXO33 AKAP13 UBE3C EPB41L5 ZNF486 SDC2 MON2 PDE3A EXOC8 TSHZ3 ZFX VKORC1L1 FAM43A ERLEC1 MBNL2 PTPRA RICTOR ANGEL1 WEE1 TSC22D2 KLHL2 SPRY4 ARHGEF10L OTUD6B SEC22C ADAMTS15 SEH1L RLIM ABHD10 ASAH1 ADGRF5 VAMP4 PCDH18 RASA1 ST8SIA4 RNF220 EIF5B ZNF280D LYSMD3 PDS5A DENND4A PPP4R2 ARHGAP20 LPA NFAT5 CLDN12 DDX21 UBE2B GPR22 TAS2R14 SBF2 KLF3 SEPTIN9 WDFY3 HIPK3 ANO1 ARHGAP24 DENND1B TRHDE KIF5B PIK3R1 NOVA1 HMCN1 GMNN SYT1 GP5 UFM1 NHLRC2 NPAS3 MSI2 EXOC1 CENPN PLAG1 PITPNB ADAMTS5 DGKD ARHGEF12 CKS2 TENT5A RAB6B SCAMP1 ZNF529 TCEAL7 OPA3 HSP90B1 SLC25A31 TENT4B CDKN1B MERTK FZD10 C15orf61 TAOK1 AKAP6 MAP3K8 GPR137C LCOR LAMP2 SPIN1 SPOPL HSPE1-MOB4 NDFIP2 ARFGEF2 NR1D2 TMTC2 FSTL5 MBTD1 LRP6 RBM12B LIX1L MMP11 CNOT2 PTCHD3 UBTD2 SLITRK4 CHP1 SRGAP3 TWIST2 HOXD3 MMS22L MEF2D PAFAH1B2 BMPER NEIL3 ADAM28 CDC73 PLPP3 EPHB4 RAB14 BICRA GRB2 TBC1D12 WDR72 HECTD2 ATP6V1A NUP98 PHB TMEM132B HERC1 KIF2A SYNJ1 TPRA1 ABCD3 DIRAS2 CASZ1 APOOL CSRNP3 PDE10A SH3TC2 PNRC1 TMPRSS12 CCR9 CALN1 KIF3A GRIA3 GABRG1 TMEM196 USP25 ACTR6 ZSWIM6 OTUD4 ARFGAP3 SCN2A PSME4 C12orf29 MOSMO IRX3 NOTCH2 SNX30 SIRT1 INHBA TOB1 RNF138 DNAJA2 SFPQ AP001372.2 SPOCK3 ACAP2 AP000708.1 GATA3 BTBD7 FBXO34 BAZ2B WAC RAPH1 PHF13 BMPR1A NR3C1 ZC3H7B PCDHB4 SLC6A19 ADCY7 ATP8B1 COLEC12 SEMA3C AAK1 ERF BHLHE40 PPM1K INO80D RNMT ARID1A SLC35E3 USP42 GTF3C3 CMTM6 TVP23C CD81 ARL2BP TVP23B STRN PDHA1 PTPN4 MOB4 CAPN7 PLN CAMKMT OLA1 NUFIP2 SLAIN2 USP32 PDS5B PRR12 SOX9 FGF4 AJAP1 GOLIM4 CENPQ GABRB2 SCAI ASCL1 KBTBD8 LRP1B DYNLL2 PDGFD PCNX4 ZMYM6 RFK MEIOC RGL4 FOXA1 PURA MIR587 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR587 CREB5 ZNF568 TMEM170A MCM4 GUSB PFDN4 PTPRR ADGRG6 CDC27 ERBIN HES2 REEP5 CBL RETREG1 SLC30A7 NRP2 CRTAP DDX3X UPF2 MIER3 RFX4 GRIA2 SLC44A1 ANKRD44 B4GALT6 THRB SIM1 DPP9 FAM124A PCMTD1 FMN2 ZNF3 TFDP2 NUSAP1 TRPS1 SLC35F1 CACNB4 TLR10 DCUN1D1 PAIP2B BMI1 LAMA3 RFC1 ZNF367 GRIP1 KAT2B TBC1D15 F2R SORBS2 ZBTB20 NAB1 LSM4 TIMM9 IPO7 UBR1 ZC3H12B IBTK WDFY1 NUDT13 SLC6A15 ZNF761 ZBTB10 SAMD4A ADGRE3 RAD54B ARMC8 NRP1 PHACTR4 JRK SUCLG2 MLLT11 ADAM23 GALNT13 TIMM23B CADM2 ZIC3 CEP97 IKZF2 ZNF782 CEP170 KCNAB1 ETV1 GPSM2 CCDC148 PDE1C MRPS17 KIN GAPVD1 MFAP3L KL MS4A7 NOX4 MYO5A GPR107 GPBP1 METAP1 SHOX2 RNF146 PKP4 HADHB PARP8 COL21A1 KAT6B IRAK1BP1 NUDT5 RABEP1 LSM3 ACP1 GNAI2 CMC1 EDEM3 SPAG9 BCL2A1 CEP43 RBFOX1 SLC36A3 RGL1 IRF6 SRRM4 DSE GFRA2 COL11A1 ORC1 JAKMIP2 MYOZ1 SORT1 SPRED1 CCDC181 NR2E1 SLC1A3 LYST COMMD3-BMI1 ZNF92 BCAT1 XKR4 GPM6A SLC2A2 ZNF184 DTNA GABRG2 CEP135 RNF169 CHMP7 NCAPG FBXO33 HGD SORCS3 RSRC1 ADGRG2 TFPI DDI2 LSAMP YWHAQ ZFP42 ESYT3 KIF21A PRMT3 UBE2I KDM7A CAPRIN1 RNF2 LPP TSPAN33 CNNM4 CENPP ZNF704 GNG11 KRAS ACER3 SMG7 RIPOR2 RLIM PIP4P2 TLR4 EXOSC5 VAMP4 PCDH18 ZFHX4 RIDA ST8SIA4 KLHL31 DYNC1LI2 MAML1 NFAT5 PIGA MAP3K5 USP37 GFAP SLC25A24 RMND5A SLC5A3 BORCS7 ODC1 PPM1B PPP3R2 MYEF2 BMP2 AASS ADAMTS6 AQP11 MRPL45 ZNF124 THAP12 USF2 TRPM6 ANO1 RNF19B LMNTD1 PPT2 WWP2 AMTN UBE2D2 CTSA ILF3 MS4A6A ANTXR2 INSM2 IYD EVI5 TMIGD1 PKIA ZNRF3 ETV6 NUP58 UTP18 ATP6V1G3 GPCPD1 TSPYL1 ZNF90 GLI3 NCK1 BET1 NAPG COL25A1 MAP3K8 ZMYM2 KIAA1549 ARHGEF11 PCDH19 BDP1 KCND2 MICAL3 MGAT4A FAM126A CNOT8 CCNYL1 CAMTA1 C5orf47 PRKAA2 PEX3 COL1A2 PPP4R3B TMEM68 ARPC1A LRBA PLEKHF2 SLC25A12 MAPK1IP1L SLITRK1 ADAM28 DOCK5 EGFL6 DERL2 GAD1 ZNF781 TMEM225 GRIK2 IPMK TRMT5 MAP3K2 EID2 LRIG3 ZNF701 CCN1 C2orf49 GLCCI1 ACBD3 NXPH1 TRIM36 NIPSNAP3A MS4A4A YWHAH OGG1 SLIT3 PABPC1 GAS6 ZNF436 DLEU7 NIPA1 ZSCAN20 TMED7-TICAM2 CFAP69 RNF144A LEPROTL1 ATXN7 POTEM NKX2-2 BICRAL ADAMTS18 RRAGD TRA2B PLEKHA7 FSBP COG2 CLASP2 TADA1 SPTLC3 IRF1 USP15 LSM11 RFX7 INHBC PPP1R11 CNTNAP2 GRM3 NALCN SKIDA1 TMEM65 PIK3CB WFDC13 RTKN2 PARP12 ADCY1 AGBL1 LSM8 HERC2 ATP10D SNX10 BMP3 SMAD6 NSD2 ATP8B1 AFTPH TBC1D23 GTF2B SLC7A11 ZNF81 ENTPD3 KCNAB2 RPS6KA5 MS4A6E ESCO1 TRPC6 KLF7 HECTD2 CSNK1G3 PDS5B CCN2 SOS1 CHAC2 PPTC7 MSRB3 NUGGC CEP41 NR4A3 SEC16B QPCT ZNF354C KPNA4 ARHGAP35 VEGFC UBE3B ASIC1 SLC4A4 MIR96_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR96_5P SOX6 FARP1 PRDM16 C2orf72 SELENOI SLC39A1 ZEB1 WIPI2 STAG1 MORF4L2 FOXO3 NCALD PPP4R3A SLC16A9 CADM2 FN1 ITPR2 NRN1 SOGA1 SLITRK4 MORF4L1 TAC1 RAB27A BNC2 RALGPS1 SAR1B MAP1B JMJD1C MAP2K3 SLC6A9 CNNM3 CRYGS RGS2 ATXN3 VAT1L QKI LGI1 OR10W1 TRIB3 GCNT1 TARBP1 SPSB1 ARPC5L TBR1 REV1 LRCH2 KIAA0513 RAB10 NLGN2 CACNB4 TRIM46 MCMBP MTDH DCUN1D1 MAST4 DEUP1 FAM216A CHIC1 ZFAND5 TRABD2B EPHA3 LRRC7 EDNRB PTGER3 CRKL CNN3 IGF1R KPNB1 GPC3 PGAP1 PPIL1 GPHN E2F5 ATG16L1 HBP1 ST6GALNAC3 FRS2 NUDT13 MFAP3 SH3BP5 RDH11 ELAVL4 FBXO41 ANXA11 MED14 RNF139 FYCO1 CACNA2D2 LDB3 RWDD4 SINHCAF GRB2 ZFP36L1 MYRIP ADK GNAI3 TCF7L2 RFTN1 PLCB4 PDZD8 MAP3K3 ITPR1 PRRX1 SNX16 HDAC7 RNF183 SLC35A1 BNIP3 KCNJ14 CDK18 DOCK9 AK3 MAP3K2 REEP1 GRIA1 NANOS1 ERC2 RITA1 ERLIN1 GXYLT1 OVOL1 ZNF667 PLEKHM1 RGS17 ARHGAP6 DPYD DPY19L3 HOXA9 C20orf194 CYRIB MFAP3L SLC22A5 RIOX1 PLOD2 PLAAT5 INSIG2 RAB2A IGF2BP1 TAF4B STK17A SLC12A6 DHCR24 SIK3 TBL1X LHX1 TOPORS FOXQ1 RGPD1 PTP4A1 GPR135 SLC24A4 FZD3 STK19 SPAG8 PHF20L1 FRMD5 LRIG1 CREB3L2 SOX5 NHLRC3 EIF5 SLC12A5 CEP170B SPRY3 AHR DLEU7 PHYHIPL DDHD1 MIGA1 OXSR1 PYGO2 BRINP2 APPL1 PC CTTN SCML4 REPS2 PPM1F DEPTOR PCGF5 EDEM1 PIK3C2A JPT2 GIT2 ZCCHC14 PRKAR1A ATG9A DEPDC1 RASSF8 FOXK2 ST7 ALK USP45 TMEM52B PPM1L FKBP7 ABCA2 MTSS1 BICRAL RPS6KA6 ZDHHC17 OGT DDAH1 ASH1L OXGR1 MAGEL2 TMEM198 RARG TUT4 ARHGEF3 ATXN1 ZCCHC3 AEBP2 PRTG POU2F2 RAB3C OLFM1 STX5 RAD23B ABHD13 COL25A1 ABCD1 XKR4 SLC1A1 NDST1 NEK7 KIAA1217 PNPLA1 TMEM169 SH3PXD2B PLAGL1 ZNF850 ADD3 PDE8B BRPF3 SLC33A1 DCUN1D3 CTDSP1 USF3 PRKCE LILRA1 GJC1 FGF9 PSME4 CD164 EIF3J SLC44A2 TMEM170B TAPT1 UCK2 CLVS2 LCP1 ATP2B4 GRHL2 PPP1R11 SDC2 LAMC1 CERS2 OTUD6B B3GNT2 SERPINB2 TTYH3 CDH20 HOOK3 BCR MTOR GAN ZHX1 SNX30 CNOT6L FBXW11 FAM43A RUNDC3B EOMES AP3S1 EIF4EBP2 EBF3 LPP PCCA KLHL7 SLC44A5 PPP3R1 BCL2L12 STMND1 FNDC3B ZNF704 CHST1 NUS1 SV2C EVI5 YWHAG SLC39A9 BRWD3 STK17B DHX8 MITF SLC9A2 RAB35 TOX KCNG3 B4GALNT1 BRMS1L CPSF6 HAS2 SLC38A4 ANKIB1 UBE2G1 SERINC5 GALNT2 C16orf70 HSPA2 AGO4 KCNK9 ZFHX4 PHACTR4 TRIM9 RASA1 NOVA2 SLC7A8 YIPF4 RAB8B SESN3 ADGRL2 SIN3B LRRC28 CAMK2N1 ADGRA2 CELSR1 MROH2A SLF2 USP5 ADGRB3 VAMP3 FOXO1 NEUROD4 GDNF IRS1 IGSF11 GPR22 ZHX2 LMTK3 CAV1 PAFAH1B1 SLC26A9 MSN MAK RAB23 UNC13C UBE2Q2 MAPRE1 AZIN1 CAMKK2 RBM20 SH3KBP1 FEM1B SMAD1 DLAT ARPP19 ADCY6 SLC18A3 SEPTIN9 NPTX2 SPAST MTHFD2L RAPGEF4 AQP2 CPEB1 EPAS1 TNS3 PBX2 ELOVL5 LNX2 VAT1 NEXMIF SEZ6L DENND2C SORT1 WDR82 GBP5 PRIMA1 ERG SHC4 CNTN1 PRRT3 CELSR2 KLHL34 HBEGF PLPPR4 PPP1R9B KRAS TRIO LRRC3 ZBTB41 PEDS1 YES1 FAM171A1 GNAO1 CASP2 PHIP CHST10 PPP4R2 KLHL4 DOCK1 LMTK2 COL13A1 FOXF2 CLN5 TPR RHPN2 CREBRF ARHGEF12 ACTRT3 SLAIN2 DAAM1 SPEN PALLD THBS2 RALB PTPMT1 BICD2 RICTOR L1CAM GLE1 SCYL3 MED1 MAP2K1 AJAP1 KCTD2 AATK PDZRN4 NCKAP1 NOVA1 EXT1 ZIC2 PAIP1 PRRG3 CBFA2T3 PIK3R1 PPP3CA MRAS GAP43 CLOCK SPIN1 DOCK4 DMXL1 RELL1 LRRC4 PAK1 ZFC3H1 GABRB1 NTN4 ANKRD27 PURA C5orf22 MIR548L http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548L WDR11 AGFG1 MBOAT2 SLC25A21 SNX16 NEK1 TRIOBP LIPF NDC1 DYNLT1 PROM1 LACTB2 ZNF770 ZKSCAN3 TLR2 ANKRD44 QKI DCUN1D4 PURB PTGES3L TBR1 CHD9 ARL13B NCAM1 COX20 BBX BOLL BMI1 GRIP1 MTF1 ACSL6 COL4A4 UBASH3B RAP1B IST1 AKAP11 ATG16L1 RUBCNL DDTL INPP5A ELAVL4 APPBP2 SMAD5 CRIPT SLC6A15 FAM91A1 GCNT2 TAFA1 COL6A3 TBL1XR1 DYNC1I2 PDZD8 SLAIN1 PTPN13 CCNY ACVR1C CEP97 GOPC LIMS1 ZBTB5 SP1 SLC4A7 TAF2 CARF CAPZA1 RHOQ GASK1B PPIC PPM1A SLC35D1 CBWD1 CANX MYO5A NFKB1 RNF146 STXBP5 STEAP2 ZNF567 ANGPTL5 NFIA CCP110 ESR1 RORA GAS7 UBE3D STXBP5L IRAK1BP1 ENTPD1 SRSF6 MEX3D UBE2A DCUN1D5 CEP120 ABCB5 PCDH15 FBXO25 PDCD6IP PTPN2 IL20RA CCDC80 KLF8 FAM24B PIK3C2A SLC23A2 CBWD3 PBRM1 SNTG1 PSAT1 SMAD4 IGF2BP3 ARHGEF3 EPC2 SPRED1 ACTR3 XKR9 NCKAP1 PRKAR2A SLC25A36 ANKRD22 POLR3G PLEKHG1 ABCC9 VPS54 COMMD3-BMI1 ACVR2A GPM6A PPHLN1 AADAC LHFPL3 PPARGC1B SPC25 ZNF493 MYSM1 VAV3 GNA14 RAP1A CNOT6L EDDM3B PRDM11 KCNIP4 CAPRIN1 GPR155 PDLIM5 EMB SPO11 MDGA2 TET2 RP2 FNDC3B CBWD6 MAST4 RFC3 PKN2 DUS4L TBCA DLG2 CXCL3 SPACA1 ZBTB33 KCNG3 PIK3CA CD1C PLEKHJ1 CD28 EYS TLK1 ARHGAP11A DCLK1 CBWD5 CSF2RB ATL3 SYT14 NFAT5 ZDHHC20 IGSF11 RPGRIP1L TRIP11 MBLAC2 CCDC179 ATP8A1 SACS CPNE8 KLF3 SKI AQP11 HOOK1 SLC30A4 PIBF1 MYCN NQO1 LRP8 PGM2 DENND1B PPP6C TAB1 MCMDC2 FGD6 UFL1 PDK1 NENF C5orf24 FOXC1 ANKRD12 DIAPH2 ZCCHC2 SLC9A4 MSI2 LRRC59 SEC61A2 MBD2 NEGR1 F3 ADCYAP1 ZNF257 MAP3K20 CEP350 MOB4 VGLL3 RRM2B GPCPD1 ERBB4 N4BP2 FAM120A SENP1 ADAM17 SEMA3D CPNE1 C17orf80 ZMIZ1 CNTN1 DOCK4 MEGF11 ZBTB10 SPOPL ZEB2 WAPL HSPE1-MOB4 FAM47E ITGB8 PRKG1 NUP133 LIX1L C12orf66 FAM89A PRKAA2 OTUD1 TRMT13 USP44 FZD3 BRCA2 NBEA NUP37 CSNK1D CDC42BPA ABCG2 HTR2C ERO1B MAP9 LHFPL5 KCTD5 TMEM100 SETD7 SPCS3 SELENOT RWDD4 CNEP1R1 PDE12 IPMK NR1I2 ZFAND1 BNIP3 SPRYD7 E2F4 MAP3K2 TMTC1 SYNJ1 PCDHB16 MRPS36 SFT2D1 SH3RF1 ZNF470 USP38 CREBZF ZXDC TUBB1 ZSCAN12 KCNA1 ICA1L APPL1 SAXO2 MTPN FBXL5 ZNF107 KITLG TMEM30A CRBN NLGN1 OTUD4 ABHD13 KIF18A SS18 KLF10 SLC24A3 TMEM170B CPNE4 NUFIP1 MTCP1 CYP8B1 ZBTB20 ZNF705E MTHFD2 PLET1 HOOK3 FEM1C ERO1A PGGT1B RNF138 RAB21 SOCS6 BRWD3 LSM8 SLC15A5 SLC9A2 HLTF ZNF624 S1PR1 TLCD4 PPEF2 BPNT2 RSBN1 RRAS2 CCSER1 RPS6KA3 AAK1 NUP160 CBR4 HIVEP2 GNG12 MAPK6 RPS6KA5 GOLPH3L HECA ZBTB41 PHIP PPP4R2 CBWD2 NUDT11 FOXF2 SCML2 DUXA FIGN ACYP2 SMIM15 LRRC70 PDZRN4 TBC1D8B SCAI ZNF660 ASCL1 ADAMTS1 STK39 SMG1 LRP1B EXOC5 USP12 CCDC141 MIR30E_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30E_3P PIAS2 CENPL CHURC1 SLITRK3 DIP2B FAM114A2 CDKL5 HIRA ARMC1 HDX ELAPOR2 MNT BMT2 ATP11C MEI4 ELOC NR3C1 ROBO1 TUSC3 SGCZ RUNX1T1 LRCH1 VANGL1 MAGT1 PIAS1 PHF24 SOD2 MTDH DEUP1 ETNK1 INO80C SYNJ2 GPR176 COL4A4 UBL3 SUV39H2 SLC12A6 SEMA6D SH3D19 TRMT10B PDK4 TENM1 RANBP3L SCAF4 RGS7 FAM20B USP38 DNAJB14 ZCCHC10 UBR5 AP4E1 STAU1 NR2C2 ZNF138 NKRF DHFR BCKDHB CAST NABP1 UBXN2B CREB1 GPR1 AR PRDM10 SH3GL3 PSMD10 TRIM33 PSD3 CANX MYO5A RALA TLK2 GPRASP2 RIF1 ARID4A TMEM47 OSBPL11 PRLR FAM171B ROR1 CLDN14 CALCA SYT14 DBT GUCY1A2 EOGT YTHDF3 HOXB7 SGMS2 TWNK CSNK1E CCN3 TNRC6B ERAP1 MYO5C CCDC80 ZNF35 ARF6 ROCK2 USP1 TOMM20 SYNRG NSL1 RNF141 CAV1 CNPY2 APOBEC3A PDXDC1 DACH1 EPGN CCKBR SNAP91 CREBBP RBM7 DLST YPEL5 NOD1 ADA DNAJB9 RTP4 PCLO METTL4 MAP1B SERTAD2 SP3 RNF6 UFSP2 TSPAN13 GABRG2 FAR1 SYT4 ZBTB18 PHACTR2 ECM2 MYSM1 NHS SLC12A1 CCDC184 PTEN PRDM11 BCCIP ZFHX3 NTRK3 CCDC186 TRIM72 TXLNB PSIP1 ZNF107 RNF217 SBNO1 ZNF704 PIGBOS1 EPS8 OTUD6B RUNX2 ZNHIT6 CHCHD4 SEMA3E OPRK1 UBE2G1 SS18 SLC27A6 DNAI4 RAB3IP TCEAL6 MAP3K4 HS3ST5 EXTL2 SEC62 SLC36A4 PPM1B DOP1B RCN2 MRPL30 TNFSF13B LACTB KLHL11 POU2F1 DTNA SESTD1 ZNF426 SNRK SLC35F3 SLC5A3 PIH1D2 COL12A1 RUNX1 PRPH2 HOOK1 GOSR1 SH3GLB1 EIF2AK1 NEMP1 EGR1 EPAS1 XPNPEP3 PPP1R3A FCHO2 IPCEF1 POGLUT3 IGF1 ZNF430 PDK1 COCH CEP152 CACYBP ANTXR2 STIM2 KLHL5 MPP6 TPR GATC TPK1 NEGR1 ADAMTS5 UBE2J1 PYROXD1 IL1B NPY2R ELK3 BRWD1 DAZ2 CEP350 GALNT7 VGLL3 FBXL20 CDKN1B PANK3 SCAF11 TEAD1 C5orf24 KANSL1L NAPG LSS LRRTM2 NBEAL1 NOX3 GPR137C BTNL9 SSR1 TSHR IARS2 NODAL ZEB2 LRP8 RALGPS2 SH2D3A WDR44 TMEM99 INTS8 CWF19L2 FAM126A AKT3 NAA16 PRKAA2 FAM98A PCSK5 ZNF566 BRD8 EMC4 LPGAT1 TULP4 MCCC2 KMT5B SLC39A10 SLITRK6 MINDY2 CDC73 NCOA7 TTPAL GFPT1 APC THOC2 SELENOT PAIP2 ZNF280B CDKL2 PDE12 MAP3K2 MARS2 ABHD5 GBP1 AKAP5 PIK3AP1 ACBD3 EP300 RNF216 HMGN4 HS3ST1 TUBGCP5 NPHP3 RYR3 SUB1 SLC25A33 OSBPL1A TCP11L1 RGS7BP CALHM5 GPR158 SASS6 GM2A PCDH17 SPIRE2 ZCCHC14 TPTEP2-CSNK1E KRBA2 MRTFB CEP19 GPR180 SLC6A3 SLC10A7 CHMP1B RELT TMPRSS11D HSPA5 PTPN21 MED12L PLEKHH1 LCORL ZDHHC21 MTHFD2 ITGA1 ZC3H14 RBM45 C8orf44 FANCD2 TOB1 CCDC6 SRSF4 SOCS6 GNA12 SNX18 FAM104A YWHAE GTPBP4 FXR1 SMAD2 RAB8B ACTR2 RB1 MSR1 CACNB4 CEP44 MFAP4 CCDC112 PHLDA1 PTPN3 TBC1D23 COLEC12 KMT2A SEMA3C AAK1 STK38L ATP9B CDC40 DNAJB4 GALNT1 PMEL GGH ARHGAP28 B9D1 SOS2 VCPIP1 ZBTB41 SESN3 MEOX2 DOCK1 YARS2 NAA25 FBXO22 NUFIP2 CSNK1G3 ZNF827 CAPRIN1 ARL11 SCAI POU4F1 ASXL3 KCTD16 ATRN P2RY1 SMG1 NPAT KRT6C RFK FGF7 HMGA2 ZNRF3 PAG1 MIR30A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30A_3P PIAS2 CENPL CHURC1 SLITRK3 DIP2B FAM114A2 CDKL5 HIRA ARMC1 HDX ELAPOR2 MNT BMT2 ATP11C MEI4 ELOC NR3C1 ROBO1 TUSC3 SGCZ RUNX1T1 LRCH1 VANGL1 MAGT1 PIAS1 PHF24 SOD2 MTDH DEUP1 ETNK1 INO80C SYNJ2 GPR176 COL4A4 UBL3 SUV39H2 SLC12A6 SEMA6D SH3D19 TRMT10B PDK4 TENM1 RANBP3L SCAF4 RGS7 FAM20B USP38 DNAJB14 ZCCHC10 UBR5 AP4E1 STAU1 NR2C2 ZNF138 NKRF DHFR CAST NABP1 UBXN2B CREB1 GPR1 AR PRDM10 SH3GL3 PSMD10 TRIM33 PSD3 CANX MYO5A RALA TLK2 GPRASP2 RIF1 ARID4A TMEM47 OSBPL11 PRLR FAM171B ROR1 CLDN14 CALCA SYT14 DBT GUCY1A2 EOGT YTHDF3 HOXB7 SGMS2 TWNK CSNK1E CCN3 TNRC6B ERAP1 MYO5C CCDC80 ZNF35 ARF6 ROCK2 USP1 TOMM20 SYNRG NSL1 RNF141 CAV1 CNPY2 APOBEC3A PDXDC1 DACH1 EPGN CCKBR SNAP91 CREBBP RBM7 DLST YPEL5 NOD1 ADA DNAJB9 RTP4 PCLO METTL4 MAP1B SERTAD2 SP3 RNF6 UFSP2 TSPAN13 GABRG2 FAR1 SYT4 ZBTB18 PHACTR2 ECM2 MYSM1 NHS SLC12A1 CCDC184 PTEN PRDM11 BCCIP ZFHX3 NTRK3 CCDC186 TRIM72 TXLNB PSIP1 ZNF107 RNF217 SBNO1 ZNF704 PIGBOS1 EPS8 OTUD6B RUNX2 ZNHIT6 CHCHD4 SEMA3E OPRK1 UBE2G1 SS18 SLC27A6 DNAI4 RAB3IP TCEAL6 MAP3K4 HS3ST5 EXTL2 SEC62 SLC36A4 PPM1B DOP1B RCN2 MRPL30 TNFSF13B LACTB KLHL11 POU2F1 DTNA SESTD1 ZNF426 SNRK SLC35F3 SLC5A3 PIH1D2 COL12A1 RUNX1 PRPH2 HOOK1 GOSR1 SH3GLB1 EIF2AK1 NEMP1 EGR1 EPAS1 XPNPEP3 PPP1R3A FCHO2 IPCEF1 POGLUT3 IGF1 ZNF430 PDK1 COCH CEP152 CACYBP ANTXR2 STIM2 KLHL5 MPP6 TPR GATC TPK1 NEGR1 ADAMTS5 UBE2J1 PYROXD1 IL1B NPY2R ELK3 BRWD1 DAZ2 CEP350 GALNT7 VGLL3 FBXL20 CDKN1B PANK3 SCAF11 TEAD1 C5orf24 KANSL1L NAPG LSS LRRTM2 NBEAL1 NOX3 GPR137C BTNL9 SSR1 TSHR IARS2 NODAL ZEB2 LRP8 RALGPS2 SH2D3A WDR44 TMEM99 INTS8 CWF19L2 FAM126A AKT3 NAA16 PRKAA2 FAM98A PCSK5 ZNF566 BRD8 EMC4 LPGAT1 TULP4 MCCC2 KMT5B SLC39A10 SLITRK6 MINDY2 CDC73 NCOA7 TTPAL GFPT1 APC THOC2 SELENOT PAIP2 ZNF280B CDKL2 PDE12 MAP3K2 MARS2 ABHD5 GBP1 AKAP5 PIK3AP1 ACBD3 EP300 RNF216 HMGN4 HS3ST1 TUBGCP5 NPHP3 RYR3 SUB1 SLC25A33 OSBPL1A TCP11L1 RGS7BP CALHM5 GPR158 SASS6 GM2A PCDH17 SPIRE2 ZCCHC14 TPTEP2-CSNK1E KRBA2 MRTFB CEP19 GPR180 SLC6A3 SLC10A7 CHMP1B RELT TMPRSS11D HSPA5 PTPN21 MED12L PLEKHH1 LCORL ZDHHC21 MTHFD2 ITGA1 ZC3H14 RBM45 C8orf44 FANCD2 TOB1 CCDC6 SRSF4 SOCS6 GNA12 SNX18 FAM104A YWHAE GTPBP4 FXR1 SMAD2 RAB8B ACTR2 RB1 MSR1 CACNB4 CEP44 MFAP4 CCDC112 PHLDA1 PTPN3 TBC1D23 COLEC12 KMT2A SEMA3C AAK1 STK38L ATP9B CDC40 DNAJB4 GALNT1 PMEL GGH ARHGAP28 B9D1 SOS2 VCPIP1 ZBTB41 SESN3 MEOX2 DOCK1 YARS2 NAA25 FBXO22 NUFIP2 CSNK1G3 ZNF827 CAPRIN1 ARL11 SCAI POU4F1 ASXL3 KCTD16 ATRN P2RY1 SMG1 NPAT KRT6C RFK FGF7 HMGA2 ZNRF3 PAG1 MIR1827 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1827 MPV17L TP73 MDM4 CREB5 CASTOR2 LY6E TMEM170A ALS2CL MDM2 PGPEP1 CAPRIN2 SPRR4 ARNTL2 PLCXD1 RAE1 WASF2 PDPN INPP5B MTSS2 B3GAT1 LYSMD1 CELF4 SOHLH1 PARVB KPNA3 CARNS1 ZKSCAN3 PDK3 PHF19 CPA4 APAF1 NSL1 NHLH1 COBLL1 SLC5A9 RTCA PRUNE2 ZSWIM5 SUPT6H DCTN5 OR2H1 YWHAZ SLC11A2 WNT9B NMUR2 GFOD2 MOB3C JPH3 NAB1 EME1 TIMM9 POLA2 ARHGAP29 UGT3A1 NF2 ZNF431 KIF2B TP53I11 PSAPL1 MAPKBP1 CNN3 FAM122B TRIM37 C19orf12 NR6A1 NISCH EMSY TET3 PDE7A TP53INP2 NUTF2 AFAP1L2 PROM2 SOCS3 TBC1D24 EIF1AD PIM1 C8orf58 CBFA2T2 OSBPL3 LYNX1 ZNF587 ANKH USP13 VGLL4 ASIC1 EYA3 NAA40 USP46 SLC6A5 GHSR ASB6 MTR GNG4 LHPP GAPT SHISA8 SARM1 IMPDH1 EGLN3 ZNF490 NLRP2B SYT2 LENEP MIF4GD IL1RN TMEM52B INPP5J BRSK2 ADD2 RC3H1 SMU1 IGF2BP3 TAF4B JAKMIP2 POGLUT1 SPRED1 EIF2AK2 ATXN1 GOLGA6L6 EPHA8 VCL PPP1R15B PLXNB1 EIF5A2 UBXN8 ARHGAP1 ERF WDTC1 LMBR1L ZNF850 BEAN1 FKBP1B C14orf119 CDH7 INSM1 EFEMP2 RHD CYTH1 LDLRAD4 TSPYL4 IQGAP2 GFRA1 DGKA MSMO1 GGT6 RETREG2 SV2C ZFX ISLR2 CBX5 DLGAP1 KDM3B FAM168A SPATA18 EFNB3 WNT5B UST UMPS TAT SLC2A11 SCAMP2 SFR1 PNKD PPIL2 FAM83H TRIM26 CYP19A1 TPBG THSD7A SOX6 SLC45A4 DRAM1 TAZ NAALADL2 TSPAN31 UBE2G1 FABP2 PKDCC ZNF264 GLRX3 CCDC97 MYC FLCN PLEKHA1 GSK3B SETD1A AL451085.2 ELMOD1 RPS6KA4 SPN SYNPO PIPOX KIF3B SMIM12 CLEC18A NAV1 SLC25A37 STAT5B UBE2W IL11 THAP12 VPS52 XPNPEP3 PSD2 DENND1B VAT1 ZNF528 CLCN5 FCHO2 POGLUT3 IGF1 FGD6 FNTB NBPF1 FAF1 MYCBP2 RIT2 RBP1 PDE4A MTFR1L LRRC3 CELF3 FABP3 NHLRC2 ADRA2A ZNRF3 AWAT2 NRF1 STK40 MIDEAS BCL2L1 CEP350 MTCL1 TUFT1 WDR26 FSTL3 PALD1 ADIPOQ GTF3C4 VDR BET1L CDKN1B M1AP ETS1 KRT73 ERMAP FAM53C DESI1 NRIP2 NOS1 SHISA7 STON2 LRP8 LZTS1 REEP3 MTFMT ZNF154 ZER1 TUBB4A TRIB2 AHCYL2 C9orf57 ARHGAP21 MB21D2 LRP6 LIX1L IQSEC2 EFHC1 PCSK5 NDST1 FAM117B WDR76 NUDT19 PLEKHF2 RAD52 GOLGA6L1 CLIC6 RAVER1 MAPK1IP1L CPEB3 ANGPT4 ADAMTS4 SUDS3 ZNF527 MAP9 PLXNA4 ZNF814 RAB14 GSDMA KIAA1755 BMP8A CYP4V2 PRPF40B NECTIN4 SMARCD1 AKAP5 KHK SCYL2 ZNF346 MAGEC1 KNG1 SLC35F6 THEM5 AHR RGS7BP OSBPL7 FOXRED2 STK35 MPL RNF165 ZNF763 CBFA2T3 PCGF2 CACNA1D RNF213 GGA2 ALG10B ERGIC1 KCNK4 F2RL2 ZCCHC4 JOSD2 PLEKHH1 SUFU CYP8B1 SPATC1 TMEM30A ENTPD4 ZNF689 SKIDA1 HOOK3 NAA50 THBS1 FAM98B AP5B1 ASTN1 WDR7 IL23R ATG12 CHST1 STEAP3 KIAA0930 CYP2B6 MEF2C PLXNA2 RAB41 IL10RB ERVH48-1 FRG2C PACS1 SERP1 RBM3 WDFY2 PPEF2 GSTM2 PRAMEF14 NAA30 KMT2A ZNF253 PPM1K RPP30 SLC17A7 BSN GK5 ERBB4 ZKSCAN2 BCAT1 SLC36A2 DPY19L1 ZBTB4 LENG8 NEK2 PHKG2 PPP6C RNF168 KY NFASC KCNA6 RASAL3 RBM8A MRGBP STK39 DPF1 BEST3 TTLL5 SSH1 PRKAG2 USP12 UBE3B CFAP97 MIR1252_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1252_5P VSIG1 NR2F2 NBL1 EXOC6B DMD PRRC1 WASF2 RINT1 TNFRSF11A GNB1 ZNF423 ELP4 NDUFA5 TPM4 ZNF770 PTPRE TRIQK ANKRD44 QKI PARP11 TTC26 KNCN PRPF40A DEPDC5 HCCS A1CF STAT1 LPAR6 SKA2 HDAC9 CADM1 PRDM5 NUDT9 C5AR2 ZBTB20 MYB CORO2B GLRX HS6ST2 GYPA PRKD3 MYH10 PARP14 BCL7A CLPX ELAVL4 PALM2AKAP2 RGS7 SAMD4A CNTN1 SINHCAF ZNF317 SLC26A8 BEST2 UTRN TMEM59L ACKR2 NCBP2 HMGXB4 TRDMT1 REEP1 ERC2 DLGAP5 CAPZA1 POM121 RIMKLB OPRM1 ANKRD17 CD4 LIN54 GFI1 TBX3 GHR AGO1 CLTA FAAH2 GCLM SGIP1 PDE4C CA10 TRIM41 FCGR1B GRM5 MKLN1 MAN1A2 GUCY1A2 EDEM3 GCM1 ZIC4 PROX1 NFIB SYN3 EDEM1 ZFYVE26 PEG10 ZMAT1 PPP4C PRSS16 PTER MARCHF9 FRMD5 ITGA6 HTR2C TPM3 CDIN1 RAB3C TRIM71 PLCH1 FOXP1 RFX3 HCN4 PBLD OPCML SPTSSB FAM13B SRP54 BSCL2 SEMA6A CAMK4 TMEM33 GRHL2 C2CD3 MAGOHB LSAMP BSG HS6ST3 GSG1 TAS2R5 EIF4EBP2 SLC66A3 LPP CAMK2D BAG1 POM121C ZNF704 CRY2 SLC39A9 VPS26C CD209 THSD7A TKTL1 FBXO11 SH2B3 C11orf95 STAU2 ITCH TGFBRAP1 ZNF264 TMEM138 TTC37 PDP2 ZNF592 SCIN HOPX EML4 AP3M1 INO80 SLC2A13 RALGAPB CA12 FAM120A FAM155A PTAR1 DNM3 USP7 RORC SUGT1 SMAD1 VPS53 CLPB C8orf48 SMIM43 FGF12 CXCL9 CPT1A NRG2 RNF8 PPP1R3C IGF1 ERP27 SSU72 BAALC GABRB2 GSTM5 DCX CAND1 CEP350 SLC22A23 WDR26 VGLL3 DKK2 RAPGEF6 TMEM127 KIAA1671 SUN1 UBQLN2 PRKDC ITGAE GID4 FBN1 GRIA3 KBTBD7 KIAA1549 LRRC41 EGFR ZNF154 SRPK1 RAPH1 HNRNPA2B1 LRATD2 ATP2B1 TPRX1 AKT3 CAMTA1 XPO7 NDUFA10 GATA3 ENTPD7 PRKAR2A LRRTM4 EHD2 GLTP HMG20A C9orf152 PNMA2 COX11 MAPK1 CPEB3 SOGA3 ADGRF2 TTPAL TM9SF4 GFPT1 XPR1 SNX18 HNMT CPD CDCP1 CDC14A IL2RG REEP4 ABCD3 UNC5C CSRNP3 SMARCD1 PSME3 POU2AF1 SH3TC2 PTP4A1 C11orf58 SOX5 OLAH SAMD12 SLITRK5 HEBP1 SNX27 APLF DOK6 DUSP10 DDAH1 RNF165 SLC10A7 AMMECR1 TMEM121B FBXO47 ARG2 PAQR9 TAP2 MEIG1 CARMIL1 PLPP5 CNTNAP2 MED13L UQCC1 HOOK3 OSBP PDE4B GPC6 PAX7 RTKN2 E2F7 PLXNA2 SETD9 C11orf87 ATXN7L3 BAZ2B EPHA7 KIAA0408 ZNF142 KDM5A THEM4 CNBD2 PACS1 NACC2 PGRMC2 ACO1 CCDC112 PFKFB2 KMT2A AAK1 JPH2 GARRE1 ZNF585B PPM1N BMPR2 KCNQ3 PARVA MPRIP ARHGAP11A BSN GSTM4 SNTB2 ST3GAL2 SLC24A2 CYRIA PHLDA3 LENG8 NUFIP2 NPTX1 PPTC7 RFX4 SDK1 PPP1R1A KPNA4 KRTAP7-1 HOXA5 FBXO42 IP6K3 LET_7F_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7F_2_3P BCL6 PRDM16 CREB5 TRMT1L CBX3 FERMT2 EYA4 SATB1 MBNL3 ARAP2 EGLN1 HOXA10 DNAJB4 TRAM1 MAPK8 PCM1 PCDH20 RAB11FIP3 QKI ASAP2 DCUN1D4 ZIK1 HSPA14 ROBO2 RAB18 ERCC3 SNX3 TGFBR3 DPP8 XIAP STXBP1 GRIP1 ZNF570 LMO3 DAZ4 KIAA0319 PTGER3 SECISBP2L CASP8AP2 CSNK1G3 PDE11A TENM1 UBR1 RGS4 CRISPLD1 ITM2B MPZ EPN2 DYNC2LI1 E2F6 ABL1 CNR1 ZNF292 GP1BA TRAPPC4 TCF7L2 NRP1 DKK3 CEP70 FUT9 PUM2 IRF2BP2 TIMP3 BAG2 PIK3R4 FAM221A CYP26B1 PAFAH1B2 AP1S3 IKZF2 GPR63 LEMD3 HMGXB4 TRPC5OS IRX5 RBL2 TEK SFMBT2 OLFML2B GABRA1 SH3GL3 CBFA2T2 CFL2 ZFX GABPB1 AXIN2 PNISR SET KIAA1191 GPR18 FAM126B U2SURP SLC30A5 RALGDS DST IAPP ARID1B USP48 CTTNBP2NL MBNL1 EEA1 SMARCA5 PHF20L1 PHF3 DOCK11 RBM27 SEC11C OTX2 TLE4 CXXC4 USP25 TM2D1 FGF13 ZNF830 PIK3C2A BAZ1A TRIM13 CREBBP ARID4B ENPP3 GABRA4 TMF1 RC3H1 HOXC6 RNF182 PCSK2 KIF3A LRCH4 SORT1 FLI1 NCKAP1 VCL EFNA1 TFRC FOXE1 PLEKHG1 PCLO RAD21 TLE1 KIAA1217 CIAO2A CAGE1 GTF2I INSM1 FOXN2 PPP2CB NAA20 AKAP13 UBE3C DUSP6 IQGAP2 TCF3 MON2 CCR2 PDCD10 PTPN3 DEPDC7 VKORC1L1 MTOR ANKS1A CCDC186 MBNL2 NAA15 ASXL1 BACH2 RICTOR CDKL3 NASP SLC35E1 KLHL2 SLC8A1 ASAH1 KCNG3 ATRX MDM1 CCDC91 DAZ3 RASA1 AREG RNF220 RANBP2 PAK2 IRX1 LYSMD3 DAZ1 PPP4R2 ARHGAP20 DDX21 NKTR UBE2B VNN1 NUP153 RBPMS PRR14L MAP3K5 SLC2A13 RAB2A DAGLA ZNF518A MTFR1 MAP2 KLF3 FRMPD4 SEPTIN9 HIPK3 NRIP1 SMIM8 SFSWAP MTHFD2L GRIK4 SLC6A14 DENND1B ULBP1 HVCN1 PAH ZC2HC1A RAB3GAP2 MYCBP2 GCC2 NADK2 LHX2 C18orf25 SGCD TRIO SLC17A6 GNAQ TOR1AIP2 COL19A1 TAMALIN NXT2 HNRNPDL USP7 C1orf52 ZNF326 DCP2 ZNRF3 SSBP2 ADAMTS5 ZNF649 STARD13 FJX1 DAZ2 MOB4 TSPAN12 EYA1 LGR5 NOTO KMT2C N4BP2 BRINP1 AKAP6 SASH1 LSM14A PPFIA2 CPEB2 EYS TGDS RAPGEF5 HSPE1-MOB4 ARFGEF2 MS4A13 TMTC2 FSTL5 NUP133 LRP6 RBM12B ACSL3 ITGA4 LIX1L SLC22A10 MTMR12 FOXO3 OTUD1 MYO1E SGCG CNTN6 RECK SYN2 UBE2O CERT1 RORA MMS22L MEF2D SALL1 ELK4 BMPER INPP5B SAMD4A STRN4 PLPP3 EPHB4 RAB14 IRF5 WDR72 ATP7A CPD IPMK HECTD2 PHF12 NUP98 TMEM132B ARAP1 LATS1 WT1 HOXA9 APOOL PDE10A TRIM61 SPINK5 JAG2 PDE7A ZNF619 BEND7 CALN1 BBX ZCCHC24 SMOC1 PCDH17 ZSWIM6 CSPP1 PPP1R16B GUCY1B1 IQGAP1 HMGB3 TP53INP1 PSME4 SMARCA4 MOSMO MED13L UBE2H IRX3 DLX6 EBF3 TASP1 TOB1 TMCC1 PTGFR ENAM ZNF441 SFPQ MED23 RIPOR2 SPOCK3 EPG5 GATA3 STYX LCOR HAS2 SETD9 FBXO34 WAC SERINC3 EDN2 ANP32A CAV2 MAPKAPK5 TXLNG POLI SEMA3C AAK1 ERF BHLHE40 NUP160 SLC7A11 ANXA1 BMPR2 INO80D FOXF1 ART3 BTBD3 WDR82 BMP7 TVP23C GOLPH3L TMEM209 TVP23B MAGI3 MEOX2 ENC1 TNFRSF11B PLSCR1 LANCL2 ERAP1 SLAIN2 USP32 PRR12 SOX9 CNTN3 GOLIM4 KHDRBS3 GRHL3 GABRB2 ATXN3 LRP1B MAP2K4 AKAP9 ADARB2 ZMYM6 DOCK3 PLXNC1 VCAM1 RAP1B MIR8063 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8063 WDR11 EDA2R ZNF217 ZNF148 PLS1 EGFLAM RIPPLY3 GAB1 METTL23 NEK1 TCEA1 NRN1 DDX3X MAPK8 SPATA13 PITPNM3 DGKH ZNF518A CREB3L2 B4GALT4 UBE2E2 PDK3 UBE2E1 QKI PLA2G4C CNIH3 PRPF40A A1CF ARL13B ENAH TCF4 TGFBR2 ATF2 CCDC25 DCUN1D1 TMEM74 TBC1D15 CMTR2 KCNH5 PKD2L2 PHTF2 REST ARHGAP29 ATE1 ZC3H12B ZNRF2 ARHGAP12 PAIP1 PAX6 SLC12A3 ARMC3 TAFA1 RAD54B NRSN1 FAM20B ARPP19 TBL1XR1 EML6 FUT9 ZBTB14 PRPF39 OPRPN PXN KCNMA1 ACVR1C CADM2 RPL22L1 PWWP3B SUZ12 CEP97 AP1S3 UBXN2B PIK3CG KCNT2 RNF185 PPM1A KL MARK1 C2orf83 SLC30A9 KLHL8 MYT1 AMD1 STXBP5 KDSR AGO2 ECT2 ARHGAP5 CAAP1 SGIP1 PARP8 PPCS ASAP1 CTTNBP2NL GRM5 RNF111 SRSF6 YTHDF3 GHSR CEP43 TLE4 SNTB1 SLC4A7 MXI1 UBE2K PLEKHH2 LTB HNF4A PLS3 DIPK2A FSD1L ART3 PRKAA1 ROCK2 TOMM20 NETO1 IRF2BP2 FSIP1 FKBP7 SNAP91 MAGEF1 GABRA4 ZBTB44 SLC4A4 TMF1 PTER BLOC1S6 PEX19 PUM1 SMIM10L1 SH3BGRL2 HTR2C DNAJB9 PRTG SGPP2 EIF1AX PCLO THAP4 SP3 VWA2 SLC19A3 PI4K2B C1GALT1 SLC33A1 KCTD14 CUL4A NR3C2 REV3L IKZF2 SCG5 TMEM33 PHLDB2 C2CD4A PEX5L ACADM DDX4 CNOT1 TPT1 ARL5A MFSD14B APPL2 MBNL2 KIAA1958 RP2 LANCL3 LCORL SEC22C RAB30 CFAP65 SSH2 MRPS27 PIK3CA BARD1 MDM1 TAB2 SLC18A2 HMGCR RBM26 CRELD2 HECW1 ARL4A MDFIC PLGRKT SLC40A1 DNAJB14 TNFSF13B NEPRO SMURF2 FREM2 EML4 PRELID3B DNAJC6 CPSF6 CDC42SE2 ANOS1 WARS2 HOOK1 SLC30A4 TMX4 DIP2C MYRIP CPEB4 DENND1B AAGAB PCDH7 IGF1 FAM218A BPTF NADK2 EPB41L4B ANTXR2 CALCR PTEN C5orf24 PSMD14 ZCCHC2 MSI2 MITD1 USP9X CERT1 MBD2 MAP3K20 PELI1 OGFOD3 LIN7A SCAMP1 GALNT7 WWP1 TSSK2 ZNF76 FAM120A OXCT1 UBQLN2 GLYR1 SERTAD4 MAB21L1 PHF6 LSM14A PRKDC GID4 ZMYM2 CCNT1 THUMPD1 SSR1 SERPINB12 BDP1 UBE2V2 RAPGEF5 ZFP36L1 DDX42 ANK3 KCND2 KCNQ1 ITGB8 BMP4 LMOD1 MIOS MTMR10 PSMB9 LEO1 GNG2 ITGA4 MMD MEGF9 PEX3 PDZD2 TANC2 CLIC4 NIPBL PLRG1 DCDC2 ELK4 REPS2 CA10 SLITRK1 SLC4A10 ERBIN MINDY2 CDC73 ERO1B PSEN1 RASEF RDH11 BTBD7 ENPP2 CNEP1R1 SLC38A2 HECTD2 ANK2 TRMT5 CDC14A NOTCH2NLA CNTNAP3 SMPX WASF1 APH1A DIRAS2 ZZEF1 CACNA2D1 SH3TC2 FAM3C YIPF6 ELAVL1 TOPORS TCEAL8 PTP4A1 MINAR1 ELAVL2 FRMD5 DNAJC21 ZNF451 PLCL1 MIGA1 ZC3H7A APPL1 ARSJ XRN1 PDIA6 ZCCHC14 MTSS1 DUSP10 TMEM30A FSBP KRR1 IPO8 PPARGC1A PCGF6 OPN5 TMX1 FBXO43 C1orf174 SPTLC3 PRSS12 PTPN21 ATP2B4 ZBTB20 HERC3 EIF3A LRPPRC SCLY ELL2 AJUBA TMEM65 ABRAXAS2 TTC28 BRWD3 HP1BP3 MED23 TEF HNRNPC CNKSR3 NIPSNAP2 GLS MEGF10 LOX SCAF8 MAN2A1 MLLT10 NTN1 C1orf109 RYR2 DYNC1LI1 RSBN1 SLC31A1 HERPUD2 FAM102B AAK1 TWSG1 CRHBP MBL2 LNX2 CNTNAP3B CNTN1 JAZF1 CSNK1A1 PTPN4 CCNC PPP4R2 PTS RFX3 LNPK IMPACT LIMCH1 BAZ1B DR1 NUFIP2 DSE NTF4 C5orf15 GOLIM4 TBC1D8B LIX1 SCAI TMEM245 SEC61B HNRNPR KPNA4 STK39 HTR5A ZDHHC6 UHRF1BP1L GJA3 GPR37 ZNRF3 PAG1 MIR6507_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6507_5P PTPRM RACGAP1 CLEC2D PDPK1 RELA BMT2 SGO1 RBM24 NCSTN RPAP3 ZADH2 ADAM19 ANK3 PHC3 AKIRIN1 GRIA2 QKI DCUN1D4 DPP9 SIDT1 TUBGCP3 A1CF PCMTD1 ARL13B HNRNPF MOCS1 HNRNPR ZNF117 BBX XIAP PRDM5 ZC3H11A SAMD9 RBM28 NCOA1 CRKL UGT1A8 RWDD2A ZNRF2 DLG1 RANBP3L TINAGL1 ADRA1A PDE9A ACTL6A MTFR2 TP53I11 SLFN12 ARPP19 C8orf88 AP4E1 FUT9 ITPRIP ERMN WDR20 MOB1A CDC42EP3 MYO6 CD274 DOCK9 CCNG1 BRAF MYLK AFAP1L2 TRPC5OS SLC4A7 TBC1D24 LINGO2 DLG5 LIN9 GAPVD1 TRIM33 PPP1R2 TRMT10A ZNF254 PTPRO HIF1A METAP2 MYT1 UGT1A6 FAM126B KCNMB2 STXBP5 FAM107B RABGEF1 CCP110 PRC1 ACSL1 MKLN1 UGT1A1 SLC1A2 CSN2 EFHD2 TTC30A CAMSAP2 WASHC4 PLS3 ZNF652 PCGF5 RNGTT CEPT1 GABRA4 RPS6KA6 LRRN1 IFNA8 KLHL28 ZBTB1 PACRGL COG6 EIF1AX CHIC1 ZNF43 NEK7 CSGALNACT2 CEP135 OSBPL9 CDK5R1 FAR1 CAMK4 FBXO33 MYSM1 GPR85 EPB41L5 ZNF486 APBB2 MSMO1 FAM8A1 PTEN VPS4B CXADR SPO11 CAMK2B ROCK2 THOC7 IDI1 SFRP2 LPP ID2 RICTOR RNF217 CMTM8 ZFAND3 CACNA1C OTUD6B SMG7 CD55 MEAF6 DRAM1 VLDLR PIK3CA SGK3 STAU2 CLK4 UGT1A9 KLHL31 PAK2 RBM26 NOX1 SLC36A4 PPM1B MORC4 NFAT5 SSPN IGSF11 SUCLA2 PDE3B ALOX5 ATXN7 FAM120A PTAR1 TOP2B UGT1A5 WARS2 SPAST BRIP1 TMEM233 FGF2 FREM1 RASA3 TRIO FCHSD2 UGT1A10 ARL5B MPP6 ASCC3 MCTS1 BICD2 RNF180 ADAMTS5 RAB27B CCDC182 POFUT2 TSPAN12 AGL LRAT RALGAPA1 STARD4 ERCC6L ACSL4 ZNF131 SPOCK1 NECTIN3 RIMS2 PODN WAPL PPP2R2A ZFP36L1 CYP1A2 SRPK1 NR1D2 AHCYL2 PRKG1 RHAG PDE5A PRKAA2 PEX3 TMEM183A FOXJ2 FZD3 SYT15 ENTPD7 TMEM14A IFNA21 BAG3 PTPN2 COPG2 MICU3 REPS2 ABCG2 CFAP52 PTH ERBIN SOGA3 CTSO ZFAND5 GLRX5 ABAT RHOB METTL7A SPRYD7 FMC1-LUC7L2 CDK6 MAP3K2 SHROOM3 ZNF333 CSRNP3 ABHD17C KLHDC1 UGT1A7 HIPK4 SH3TC2 HACD3 RLN2 C11orf58 AHR ZNF699 ADAM18 SAMD12 APPL1 PPM1F IL2 IFNW1 CBX5 USP45 ARIH1 TUT4 CAST TRAPPC3 UGT1A3 MAP3K1 RAB1A OTUD4 ALG10B ANO6 AMMECR1 F2RL2 OPN5 NIPAL1 ZBTB20 ZDHHC21 CNTNAP2 USH2A PLXDC2 PAPSS1 HOOK3 PKDREJ PGGT1B CNIH1 FPR3 ROCK1 KRT71 GBP2 ULK2 SLC35F5 ZNF366 KIAA0408 QRFPR RBM3 KIF13A ORC2 ARMT1 AFTPH RPS6KA3 DSC2 AAK1 CDC40 BMPR2 UGT1A4 SLC5A8 SIPA1L3 HIVEP2 NEXMIF RBM47 LRRTM3 ZBTB41 LACC1 NHLH2 LUC7L2 NAA25 CFHR5 MPP5 HECTD2 GRIK1 ACYP2 NUFIP2 SLAIN2 POU4F2 KLF9 EPRS1 TBC1D30 CNTN3 SCAI LIN7C DNAJC3 ZNF354C STK39 SYAP1 RIF1 VKORC1L1 PHF21B MFSD8 MYCT1 GPR37 MIR4477A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4477A ZCRB1 SLC4A10 HOXA13 TENT2 TRIOBP CDC27 CA2 MBNL3 NEDD4L SSR3 RSBN1L SLAMF7 TFEC DNAJB4 TNRC6C PTAFR PAGE2B MIER3 DGKH PHC3 C21orf91 KBTBD2 HINT3 SC5D LRCH2 KLF15 RNF103-CHMP3 RCOR3 TRPS1 CADM1 GEM ETNK1 SLC35A4 C1orf43 LMO3 JAG1 HIGD2A PKD2 F2R GPR176 GNGT1 NAB1 PDE11A UBR1 TSLP NUP210 PCOLCE2 CNOT7 ZNF431 KLHL25 KLHL32 TNKS2 MATN1 ATAD2 DHFR TBXAS1 RBM41 CD274 GINS1 SON MLLT10 BRAF C14orf132 LIMS1 RPL15 DHFR2 ENTR1 ARHGAP45 ZCWPW1 PRDM10 HEPHL1 SETBP1 SIGLEC10 GFI1 MYO5A FGFR2 C5orf34 GHR NUDT7 FAM107B OSBPL3 CCP110 RAP2C SRPK3 SS18L1 E2F5 RPRD1A RASA2 MKLN1 ENTPD1 USP47 MEX3D COL13A1 DCUN1D5 IQCJ-SCHIP1 KANK2 CA13 WASHC4 LRRC8B STIL PAGE5 DIPK2A SREK1 ATP2A2 LMAN1 CNRIP1 TJP2 SMG5 UXS1 TTN NOD1 RC3H1 ZBED8 CUX2 SEMA4B ZNF112 PTPN11 MS4A12 GSPT1 SPRED1 TFRC AFDN PCLO SCEL TOLLIP NAP1L1 CASK ZDHHC9 MKX VTA1 CEP135 DIRAS3 EIF3J IQCK CDH20 RSPO4 CHD1 ZNF540 TFPI2 SLC22A15 PSIP1 RP2 ASPA BNC1 SMAP2 RIPOR2 ICA1 BARD1 TM9SF2 UGT8 SLC18A2 C9orf135 CKAP4 ST8SIA4 IQCJ RBM26 KLRF1 ARNTL FBXW11 MPP7 PPM1E NFAT5 GUCY1A2 ZDHHC20 SESTD1 PAFAH1B1 RNF13 ATP8A1 SLC25A24 PPM1L FAM155A IDS KIF14 KLF3 KRTAP9-9 MYEF2 RAP1GDS1 ING3 NCBP3 GAS2L3 TMEM129 NEMP1 INHBE PDE7B CBX1 ITGB4 SLC17A6 SDE2 RNF145 TNPO1 DGKK C5orf24 BCAS1 ANKRD12 JPH1 ASCC3 MCTS1 SDHAF3 DNAJC25 CERT1 TPR TKTL1 SORBS1 RAB27B ARHGEF12 EYA1 TCEAL7 RWDD1 ANAPC5 UTP18 ISL2 YTHDF1 U2AF1L4 TMEM108 KRTAP1-5 TMEM135 FAM120A ARHGAP32 LONRF2 RFLNA NF1 RALYL PARG TRIL TENT4A CTSS ZDHHC13 ABHD4 DEPDC7 PRLR NRXN1 PTPRB STON2 PPP2R2A PTPRK BRI3BP KCND2 LRATD2 LRRC8D INTS12 PEX3 RECK FOXJ2 OXNAD1 TULP4 MMP16 CAVIN2 NIPBL MINDY2 ITFG1 CHRDL1 ENY2 PAN3 RWDD4 ANKRD10 C7orf31 HESX1 SPRYD7 DNALI1 MAP3K2 POLR2D CRTC2 TPRA1 PLIN3 EED CCNE1 MAGEC2 GTF3C3 PASD1 UBL5 DIP2A ARID4A ERRFI1 FOXQ1 RBMX FZD3 KLHL17 UCN ZNF280C CEP76 HNRNPD CDK15 USP25 SASS6 MEX3C IL2 SRPX NAE1 MAP4K5 SYPL1 CLASP1 RNF213 TGFB2 ACKR3 THAP2 AMOTL2 TMEM170B MRFAP1 RPRM ACADL SSPN CNTNAP2 MTHFD2 RHEB PAGE2 LRIG3 HOOK3 CFAP298 GDF10 PF4V1 BSPH1 KRTAP3-1 RAB21 RTKN2 BLZF1 BRWD3 KLHL1 ANK1 SLC46A3 PAMR1 FAM199X RAB8B ORC6 RSF1 CACNB4 LGALS3 ATG3 GRM7 BPNT2 UBA3 PDXP CHMP3 USP43 LSM7 KIF11 TAB2 BHLHE40 DLAT UHRF2 TWSG1 SHISA2 KCNIP3 TBC1D9B PCDHB5 CARNMT1 GK5 TSPAN7 CCDC28A UBR3 TUBB3 NR0B1 MID1 GABARAPL2 PTPN4 FAM220A CSHL1 MMUT SIPA1L2 CCDC158 NUFIP2 CREBRF SLAIN2 HMGN5 PPP6C MAN1A1 MACC1 GFM1 TAF3 RNF146 ARID2 PRICKLE1 CLDN8 GNAI1 TMEM215 CLTRN SLCO1B1 SYCE3 SCAI ZNF827 TSR2 IER5L LIN7C MOXD1 ZNF354C TET2 ALDH1A1 RNF138 URGCP UHRF1BP1L MYCT1 MIR3924 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3924 SIKE1 ATF1 BTBD3 SLC25A21 SLC18B1 PTER GRIA2 SLC38A2 SLC20A2 CERKL BVES CD1E MRS2 MBNL3 PEX3 FAM120C GABRB3 ZNF529 SLITRK4 HOMER1 AEBP2 PDXDC1 IL1RAP RPGRIP1L SSBP2 TTF1 BDNF TMEM178B HIVEP1 CACNA1G SRGAP3 JMJD1C DGKH ETS1 RORA MAP3K12 STIP1 ASAP2 LRRC28 ASB11 ANKRD28 TSEN15 CAVIN2 PLEKHF2 ACTBL2 CD9 TENT4B IMPA1 TGFBR2 ZNF117 ITGA2 KIAA0586 ABI1 CARTPT PIK3R1 FRMD4B NR4A2 SLITRK1 CNTNAP4 NFAT5 LMO3 KCNH5 SPATA5 SLC24A2 LMO7 ADAMTS9 CPEB2 MALT1 CHMP4C PTGER3 SUV39H2 KDM6A CSNK1G3 WDR20 CD59 HMGB2 OTULINL ANKRD12 ZBTB10 MIER3 DYRK4 ZNF138 PDZRN3 TIMM17A PRELID3A TCF7L2 FBXL14 PLCB4 ZCCHC8 ZNF484 ATRN CAST SMTNL2 NME5 FAM169A ZIC3 ZNF606 SLK BICDL1 DOCK9 SCN3A SPDYE3 HMGXB4 SPDYE6 SP1 GPSM2 ZNF608 TBC1D32 LRRC31 FAM166B REEP4 GASK1B NDST3 TRAK1 LYPLA1 ADM KIAA1586 ANKRD17 SAMD13 PRDM1 TRIM33 TMC8 APOOL GTF3C3 PDE10A SUPT20H MICAL2 PCDHB7 EIF4ENIF1 RABGGTB ATP1B4 NXPH1 ARHGAP5 CGNL1 CREBZF LPCAT2 KLHL23 ZFYVE1 SCN2A IRAK1BP1 FLT3 BTBD1 DACH2 GUCY1A2 PHF20L1 LRIG1 CDH2 RAI1 NFIX RBM23 ATP8A1 YME1L1 ZNF699 PPP4R2 ADGRD1 NDNF C1orf21 CACNA1B SPIRE2 MEX3C CFAP69 ENPP6 RAB5B TANC1 MBIP ZNF716 RC3H1 CELF2 KALRN CLEC7A DCLK1 CREBBP FANCF CEP44 ARHGEF38 VPS13C ZBTB18 PCGF2 FBXO45 ALCAM AMMECR1 KANSL1L SEC24B TBK1 RFX3 NEUROD1 PI15 ZNF479 HNRNPU ADH6 ITGBL1 FBLN7 HDGFL3 TMEM108 CRPPA PRSS12 FGF9 TMEM33 KCNJ3 SLC38A3 ZDHHC21 BCDIN3D TSHZ3 SLC12A1 PLXDC2 GNG10 MEF2A HOOK3 KIAA1958 CMPK2 SLC2A11 GABRG3 TXLNB RNF138 LPP DUSP8 TJP1 ODF1 PPP3R1 KHDRBS1 SENP1 RTKN2 TMEM41B ZNF829 NRBF2 LUM SLC8A1 SUMO2 RUNX2 MED23 KIAA2026 YPEL4 PLD5 SSH2 LRATD1 LARP6 ALG10B IKBIP TLR4 SLAMF1 EPHA7 GEMIN2 SLU7 FAM135B P2RY13 VAMP2 NAMPT YIPF4 MTREX LOX MYF5 RIC8B MOB4 FAM122A BTG1 GSK3B FNDC3A HYAL4 KDM4B MMP12 COMMD2 UBE2B ARHGEF6 RBPJ FST ATP6V1G1 WDR91 CLINT1 DENR CD36 RIOX2 RMND5A GTF2B VSTM4 PPIL4 FRMPD4 ADAM9 CSMD1 BMP2 CCDC85A PARVA HGF KCNH7 IQCE ZNF268 RAPGEF4 NCAM2 ZSWIM2 EYS PSD2 MBL2 FZD5 PCDH10 BCOR TMEM260 PRKCD SPDYE5 CLASP2 ZBTB41 DTL PHIP CYRIA TRMT61B MSI2 USP53 C1orf52 DNAJC25 PRRG4 LRRC59 CDK14 NUFIP2 TSPAN2 MAML3 WWC3 PELI1 RPS6KA5 MAN1A1 GOLGA5 CDKN1B SCYL1 MERTK C3orf38 SP4 AJAP1 EXO5 KRTAP4-3 MCEE MFSD14A DNAJC25-GNG10 ABCA6 MYO5B SPOPL TRAPPC8 GADL1 HSPE1-MOB4 SPDYE1 GBX2 INTS8 MGAT4A TET1 MIR4465 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4465 ATM MTTP UBN2 SNX20 GMDS SLC38A2 PFDN4 TENT2 NEK1 HMGA1 RBM24 ATP11C SULF1 WNK3 PFKFB3 TNRC6C ADAM19 DGKH RAB5IF LOXL2 ZDHHC18 B4GALT4 SEPTIN10 BOD1 ANKRD28 DDX17 ATF2 STRADB TGIF2-RAB5IF BBX MTDH FRMD4B ETNK1 CPSF2 JAG1 LSM12 TMC7 NAB1 SEMA6D SSH2 REST PARP14 RGS4 ICE1 ADRA1A PTPRD ARPP19 ADAM23 CHAC1 ACVR1C ABCC4 OVOL2 HOXC4 CIPC TET3 CREB1 ERC2 ZNF608 GRHL3 FGD1 C16orf70 RHOQ CTH PIM1 DLG5 PLCB1 HEPHL1 MTX2 PSD3 ACBD5 MAP7 THUMPD3 PLOD2 TRIM65 MICAL3 OSBPL11 PLP1 RAP2C NCEH1 CTTNBP2NL TAF9B SLC24A4 SLC25A16 SRSF6 PHF20L1 PHF3 ZNF410 PITPNC1 G3BP2 USP25 LTBP1 MXI1 SLC19A2 TNRC6B BLOC1S2 ART3 SLC16A6 IL18R1 SRCAP ANKS1B CELF2 RNF141 TM2D3 GPALPP1 SERBP1 RCBTB1 GSK3B CDK2AP1 GABRA4 RPS6KA6 FAM172A SLC4A4 CTSV CPPED1 NUP50 GNA13 BID ZBTB18 DUSP5 EPC2 CHFR CDK8 NIPAL2 PPP1R15B SLC25A36 POLR3G PLEKHG1 PCDH9 SRP19 RNF6 AKAP7 FRAT2 MDN1 SLC33A1 YAF2 EIF5 SKP2 ERLIN1 RLF FAM136A RHD SNN NHS TRPC3 CHSY1 ACADM MSMO1 PTEN NT5C1B-RDH14 SV2C CHD1 ANKS1A STXBP5 ATAD1 ANKRD63 NAA15 ZNF235 TWF1 NUS1 CACNA1C PRKCD FBXO11 SLC45A4 SLC35E4 FGF18 UBE2G1 TMEM248 PCDH18 COL10A1 TP53INP1 ZFHX4 FAM160A1 ATPAF1 TMEM184B IQCJ ZNF516 PAK2 SLC36A4 RCN2 VDAC1 ULK1 ZDHHC20 CXADR SLC2A13 TMEM106B EP400 USP37 EPB41L3 SACS ZDHHC6 MAP2 RESF1 GMFB TMEM68 SMAD1 PPP4R1 TBC1D4 FLVCR1 ADAM9 KPNA6 ADAMTS6 RSPRY1 PRKCQ G2E3 PGM2 KPNA2 DENND1B PALM3 ARMCX2 B3GNT5 DCDC2 ALDH5A1 EZH2 SHANK2 USP3 COL19A1 LEF1 EPC1 PEX13 ARL5B GABRB2 CHORDC1 MPP6 USP9X TRANK1 HOXD13 BRWD1 MCL1 CEP350 SCAMP1 MTM1 TMEM86A TAOK1 C18orf25 ADAM17 MAB21L1 PCNX1 PHF6 INHBB EIF4G2 MARK1 HGF MFSD14A CAMSAP1 LIMS1 RCOR1 DOCK4 REEP3 ARFGEF1 MTFMT ZFC3H1 TRIB2 ITGB8 ARHGAP21 PELI2 ACSL3 BAG4 SSX2IP FAM98A TMEM265 ITGA6 COL1A2 TANC2 MCUR1 FBXL19 FBXO28 CD200 KCNJ2 MMP16 UBE4B MAEA MAT2A ZIC5 LIN28B SFXN1 PARPBP TTPAL KLHL42 JARID2 PAN3 MATR3 MAP3K7 TNPO1 TOP1 RYK ZNF469 CDK6 LMLN POLH BEND4 CNTNAP3 ABHD5 PRR5L ADM TTPA CASZ1 CDC6 HOXA9 ADAMTS19 PHF14 EP300 NABP1 SH3RF1 CREBZF LRRC2 ZCCHC24 PHTF2 RPGR ZSWIM6 CTXN3 RTF1 ST6GAL2 BFAR KIAA2013 FANCF STRBP VANGL2 SLC5A1 OTUD4 ABL2 SLC22A23 SLC1A1 THAP2 CLASP2 FA2H DAPK1 ATP1A2 LSM11 UCK2 PLEKHH1 UBE2H BCR SH3PXD2A PHLDB2 HSPA8 TOB1 CCDC6 TMCC1 PPP3R1 RAB21 RCN1 CCNJ SFPQ SOCS7 ULK2 E2F7 HTR1B STYX UGT8 NAGPA CCDC82 YPEL1 BAZ2B FAM199X EIF2S1 RB1 MAN2A1 PIK3R3 PGRMC2 CELSR1 PTGS2 BAK1 ZNF598 SENP5 SBNO1 PFKFB2 ESR1 SUZ12 KLHL18 HAS3 BHLHE40 RBM20 ARL6IP6 SLC7A11 NLK CTNND2 TTC13 NATD1 LNX2 CNTNAP3B RDH14 TMEM260 MAPK6 BBS7 CCDC28A MIER1 UBR3 SPDYE5 ASPN NUDT11 GPR52 SRGAP1 PHF21A TBC1D15 CREBRF PAWR NAP1L5 PDHX WNK1 PPP3CB NCOA4 AMOT DMRT3 CACNB2 ALS2 MRAS CRADD FPGT TET2 CILP KBTBD8 STK39 USP15 HOXA5 DMXL1 RHOU SYT10 TNRC6A PECAM1 ZNF462 RFK DNA2 TET1 LARP1 HMGA2 RASSF3 MIR4652_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4652_3P CD84 MBOAT2 TCF12 PAK3 DIP2B ADAL MEF2C RINT1 GOLT1B ATP11C MBNL3 WNK3 SLC30A7 CDC14B ZNF419 ANK3 CDC7 HOGA1 TRIQK TMEM218 ZFP90 C17orf49 A1CF TCF4 P2RY14 SLC13A1 ZNF287 TMTC4 ZNF3 CACNB4 DCUN1D1 ETNK1 FXYD6 PCDHGA5 ZNF75D PCDHGA11 NCOA1 PCDHGC3 GYPA U2SURP ZNF485 SP100 KCTD3 C9orf72 WWC1 TBL1XR1 FMO5 CPEB2 SEZ6L2 FAM169A FMR1 LEMD3 KCNAB1 CDH17 PDLIM5 CARF DPY19L2 ICA1 PDE1C MSANTD2 GASK1B TEK LILRB4 ANKRD17 MARK1 ZFX NOX4 IGF2R POLR1F ADAM12 ALG13 CDK19 HTR7 METTL9 KIAA0895 ENTPD1 GUCY1A2 ZNF805 ZNF146 COX15 STK26 TNRC6B RAMAC DOCK2 PCTP PLAAT3 WDR35 ZNF652 BCL11A ELF1 RASSF8 NCOA3 TRIM39 CLEC7A COL11A1 NPR3 PDGFRL HACL1 NKAIN2 KCTD12 SLC4A4 POU2F2 PCDHGA3 CTDSPL DCLRE1C UPF3A ZFP28 CYCS ASB8 RFX3 C2orf88 XKR4 POU3F2 PLAA CDH7 CEP135 GTF2I RAB3B CRPPA DTWD2 FBXO33 RBMS3 NHS CNKSR2 TCEANC PCDHGA9 ZFHX3 MTOR ANKS1A SYTL5 CD226 DISC1 ZNF547 LPP DMTF1 STARD9 ALOX15B PKN2 RC3H2 ASXL2 CRYBG3 CNOT4 KCNG3 ZNF576 TM9SF2 DEK TLR4 COL10A1 HS3ST5 CTNNA3 MOSPD1 PPP3CA FAM241A MYC ZNF445 ZBTB6 PDS5A POU1F1 SLC36A4 HYAL4 SLC1A5 PCDHGB3 TSR1 DNAH5 APOBEC3F SBF2 CPNE8 RSPH4A IL1RAP RGS13 C17orf100 CIBAR1 SLC30A4 TJP1 ING3 MYRIP CSTF2 ELFN1 GRIK4 RPRD1A DENND1B ATP5F1A NDEL1 FABP7 CTSS CACNA2D2 MMP24 PTPRZ1 NR1H2 NSF SLC38A1 TOB2 MORC3 ATP13A3 PGM3 COL19A1 GPLD1 TMEM67 ARL5B KLHL5 ARHGEF12 DIPK1A GOLM2 LRP3 C20orf202 DKK2 GTF3C4 GRK3 ACVRL1 SP4 CCL20 CCDC191 AHSA2P DDX60L NPEPPS OSTF1 ANKRD29 STON2 GNA12 RALGPS2 CNNM2 SLC38A6 RASAL2 PRKG1 SSX2IP GPHN TRMT12 CCDC180 FGB ZNF658 SLITRK4 TWIST2 THBD HIPK2 AGO1 SLC24A2 ERO1B OTULINL RAB14 SLC29A1 MARCHF6 TNFSF10 TNPO1 NSRP1 GGNBP2 PCDHGA10 CCN1 RELN AKAP5 SNAPC1 CREB3L1 GOLPH3 LRIG1 TERF1 TMEM161B PCDHGA2 PLCL1 NIPA1 MORF4L2 TMEM196 ZFP36L2 KIAA0825 DOK6 CLDN16 PCDHGA12 ASH1L GPR180 NLGN1 OTUD4 CDRT1 TRPA1 MRPS14 USP15 ZBTB20 SOSTDC1 ZDHHC21 GPC6 GTPBP10 TTC28 ONECUT2 PARP12 PCDHGB7 KDR CENPJ ZNF684 PLXNA2 ANKRD50 C11orf87 YY1 KCNC1 PCDHGA8 RAB8B MSR1 PTGS2 PCDHGA1 EPHA4 HERPUD2 DMRT1 SLC15A4 SELENOF DENND6A ZFR UHRF2 BMPR2 IFRD2 ITSN2 IKZF3 SREK1 PCDHGC5 CARNMT1 KCTD9 B4GALT1 AKAP10 B4GALNT3 PCDHGA7 PLN ZNF160 LANCL2 CREBRF PTPN12 ABCB1 MYRFL BICD2 ACVR2B TLL2 ARRDC4 USP34 ZNF462 HAPLN1 LSM14A WDR26 MIR3941 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3941 BCL6 SYBU SPATA17 CREB5 DIP2B PLCXD1 TSEN34 LILRB2 ZNF281 PRRG1 MPDZ PGR ANK3 RBPJ PITPNM3 NR3C1 IL17RA PEAK1 SLC44A1 CFAP61 PAX5 SEC31A ADCY9 LBH KLF15 UBA6 PTBP2 MAP3K7CL PSD3 ADAMTS9 AURKA HAUS2 ANKRD40 HS6ST2 EME1 PDK4 RIC3 UBR1 R3HDM1 U2SURP PAXBP1 ELAVL4 FAM184A RNF139 CENPBD1 THUMPD1 STARD8 UBR5 CEP70 PDZD8 NR2C2 FUT9 ZBTB14 RADX PRPF39 ATAD2 TESPA1 NREP ZNF706 RBM41 CDK1 IKZF2 ABI1 LEMD3 KCNH5 SLC4A7 ETV1 CLCN4 CARF SLC39A2 KRIT1 YEATS4 FAM126B STEAP2 CRLF3 OSBPL11 CCP110 RORA ARID1B SGIP1 VGLL4 METTL9 GCSAML PPP2R2C KIAA1143 SGMS2 ANAPC4 LARP4 MRPL49 TNRC6B PCDH11X PIK3C2A CELF2 AHCTF1 SHROOM2 EYA4 CYP51A1 DCLK1 GSK3B RNF19B DLGAP4 BMF SEC22C ANKFY1 SGSM2 TBX5 PCSK2 FBXO45 SORT1 WDR47 NCKAP1 PROS1 DARS1 HSPA13 AFF3 PI15 C22orf39 BEND7 ZNF544 ZNF268 VAV3 NHS RNF19A SDC2 MON2 PDE3A ZFHX3 KDM7A FBXO4 ZNF169 NAP1L3 COL23A1 ASXL1 PSIP1 SYTL4 NRBF2 KLHL2 KDM5C DENND5B STK17B RUNX2 CYB5R4 RHNO1 SLC8A1 DDX52 BAHCC1 RASGRP1 AMER2 PCDH18 TP53INP1 FAM135B VAMP2 FAT3 PPP1R13B CENPI MOSPD1 KLHL9 SLF2 NSG1 PDS5A PPP4R2 KDM2A ATF7IP FREM2 IRS1 ABCB10 POU2F1 USP37 SNRK CCDC28A-AS1 AFTPH RMND5A CPSF6 WSCD2 WNT1 MAPRE1 FLVCR1 HOOK1 TP53BP1 ZNF584 PNPT1 UBE2D2 PCMT1 TCP1 PTEN TNPO1 GABRB2 USP9X KLF6 DCX PITPNB SSBP2 STARD13 TENT5A ADCYAP1 DAAM1 VAPA CEP350 MOB4 RAB6B WDR26 TCEAL7 LRP2BP FBXO5 LRAT TIMM10B TMEM108 TENT4B ING2 SP4 ZNF283 SORL1 DPYSL2 MECP2 EPSTI1 ST6GAL2 KANSL1L ATP2C1 AZI2 FBN1 INPP5A GPR137C PCBP1 FEZF1 ZNF786 SPIN1 RTL5 HSPE1-MOB4 RNF144B KLHL23 LY6G5C RAB1A MGAT4A PCBD1 ANKRD45 FAM120C SLITRK4 SRGAP3 CYP2R1 PTPN2 MMS22L SMCHD1 HHIP CSNK1D PWWP2A CORIN CDC73 NAP1L2 PAM EDIL3 NDUFS5 GRB2 WDR72 GRIK2 TOP1 IKZF5 PLAG1 TOPBP1 TFAP2C ZNF667 IL36G SAP18 EBF2 PDE10A RNF216 JAG2 FAM3C PNRC1 ZCCHC24 RAI1 TMEM196 UBE2K RTF1 TIAM1 GUCY1B1 ASH1L STRBP KITLG LRRTM4 ALG10B MTPAP NAA16 PSME4 UCK2 CLVS2 GOLGA7 NAPEPLD RUNX1T1 MOSMO RNF138 PRR23C KHDRBS1 SOCS6 KHDRBS2 BRWD3 HERC2 TOX AP000708.1 DACT1 TSPAN14 ZEB1 KIF13A ABCA5 BPNT2 SIAH1 OFD1 SLC6A19 CCDC112 PHLDA1 DENR VSTM2A NLK DLAT NYAP2 MCAM INO80D PARVA STBD1 MBL2 PPM1H USP9Y KRAS ZBTB41 KIT MID1 ENPP4 PHF21A AP5M1 ZC3H6 APC HIPK1 SORBS2 ZMAT3 ARID2 AJAP1 CNTN3 SHB KLC1 P2RY1 TMEM167A CDC14A DYNLL2 MTMR9 MIR374B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR374B_5P AHSA2P PDE4B TENT2 SRSF7 ZNF423 MBNL3 PRRG1 NEDD4L NDUFA5 CELF4 HOMER1 TNFAIP3 HOXA10 CRIM1 LPAR1 LCA5 TMEM267 CNTN4 DSG2 NRG2 TRPS1 CACNB4 DCUN1D1 PCDH11Y CCDC47 ETNK1 PRDM5 ACSL6 NCOA1 SEPSECS RAP1B TMEM185A NEO1 RGS4 TCERG1 FAM222B SCRN3 KIRREL1 SRSF5 FAM47E-STBD1 CNTN1 ZCCHC9 PAQR3 AHDC1 LNPK ATAD2 CADM2 ZIC3 FAM161A IKZF2 TET3 SP1 PAPPA XIRP2 TTC8 ABAT GABRA1 PRDM1 LIN54 MYO5A ADD3 PTGER3 EIF2S2 CAMSAP2 STEAP2 ZFP37 RALGDS GCLM ARHGAP5 TCAIM NUP98 CAAP1 RORA PARP8 GAS7 PRR16 MAP4K3 SYT14 EEA1 RABEP1 ASTN2 RBM27 SHPRH SUMO4 LTBP1 UBE2K WASHC4 CCDC126 MYO5C PCDH11X SGPP1 CYB5A WDR35 FNIP1 CYYR1 FAF2 PMPCB EN1 MLX CAV2 TGFA TAF4B ABHD18 ATXN1 KLHL28 DCAF10 ZNF655 TBC1D9 PITX2 SUCNR1 RPL34 RNF214 SP3 CSGALNACT2 MKX ANTXR1 NLN GABRG2 RPRD2 NRK PHACTR2 CSMD3 LDLRAD4 LSAMP TBC1D19 C8orf33 GADD45A PRDM11 TMEM207 CXADR SLC2A12 WNT5B UST CCND1 TXLNB LRP12 PREX2 MICB WNT5A ABCA8 NUP35 PLD5 TM9SF2 DBR1 EYS STMN2 UBE3A FABP2 RNF14 GPANK1 ZNF280D ETS2 DUSP19 GRAMD1B FBXL5 EPB41L2 ANLN RGS21 LEPR MBLAC2 MAP2 RAC1 PKD1L2 AFF1 FRMPD4 RAB22A BMP2 TLE4 ANKRD34B ELAVL4 MORN4 KCTD20 CCL2 HSBP1 PDE7B NGLY1 CCNE2 HSPA4 DCDC2 PCDHB15 TFDP1 RAB3GAP2 EDAR AGPAT5 IGFBP3 MIPOL1 PDE4D CWC27 TMPRSS11B PNLIPRP3 CAPZA2 MCTP2 NHLRC2 MSI2 PSMB2 RNF180 DMXL1 ADAM10 ZNF16 ADCYAP1 PELI1 CEBPB CEP350 AGL SEL1L ATF7 YTHDF1 TMEM108 N4BP2 SMAD2 SP4 ACSL4 TSPOAP1 ZNF131 SP5 NCK1 MECP2 SEMA3D PEX2 HGF ZDHHC5 CCDC191 POLK NIBAN1 IL22 MYO5B SPIN1 SPOPL RIC1 PPIL3 YME1L1 RALGPS2 TMEM123 HR TACC1 TAFA2 TM4SF19 ACKR4 KIF20A IQSEC2 ASB5 SLC22A10 STYX CDC42BPB FZD3 AHI1 RELCH GATA3 MOSPD2 NIPBL CCL8 MEF2D SCML1 MICU3 ITGA2 GNPNAT1 KLHL29 SLITRK1 PRH2 ZNF587B ZNF527 MAP9 ZBTB46 PLPP3 MZT1 SNX18 HNMT WDR72 NME5 CDK6 CDC14A PIGW BEND4 ABHD5 ZNF711 PDE10A FOXM1 CGNL1 MIS18A ZBTB34 MMP14 SLIT3 C11orf58 SMARCAD1 AHR RGS7BP CEMIP GABRG1 TMEM196 MOCS3 ZSWIM6 TMEM192 HES1 TMED5 NKX2-2 LIN9 DOK6 HECTD1 DSEL GNB2 BOLA3 TMEM38B ZCCHC4 VGLL3 EXOC7 NRDE2 CLVS2 ZNF615 PRPF18 MREG HIBADH CCDC34 EN2 FOXD2 OCRL PDCD1 PGGT1B GLO1 DUSP8 FPR3 NTF3 RTKN2 BRWD3 CENPJ MED13 NETO1 PARD6B C11orf87 SLC35F5 SMAD6 FDXACB1 RSF1 RREB1 ACAN FLG2 TAF5L DUSP6 TBC1D23 VSTM2A AAK1 STK38L ZNF81 APOBEC4 FGF5 OR7A5 STBD1 GOLGA8M MAP2K6 HECTD4 MAPK6 LRRTM3 PSMC3IP CYP24A1 HUNK SNX4 NUDT11 PLN TCF24 MCFD2 HMGN5 MACC1 SOS1 NEUROG2 KAT6A ACVR2B NR4A3 TMEM245 ASCL1 NSUN3 TNRC6A CDS1 RFK EXOC5 VEGFC HAPLN1 MIR4291 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4291 MBOAT2 MGST1 SIX4 EXOC6B C12orf66 NTRK2 KCNIP1 GNB1 BTBD11 SULF1 OXR1 SLC30A7 ANKRD13C PTAFR PGR ATP9A PHC3 PCDH20 PYM1 YWHAB KBTBD2 TSC22D1 SEC31A ARPC5L PATJ SLC13A1 ZDHHC3 CASP1 SDAD1 KCNC2 PTBP3 DCUN1D1 FLRT3 NMUR2 MTF1 GDNF SCP2 SEPSECS CMTM4 UCHL1 ATG16L1 HSPA12A SMYD5 DPP4 MALL BCL11B PGF TBPL1 CD6 USP38 ZNF398 STEAP4 CSF1 CDKN1C C19orf12 MEAF6 SLK AGMAT TGOLN2 TGIF2 TET3 ZNF417 SPDYE3 ZBTB5 ETV1 ERC2 KCNJ13 CAPZA1 ERCC8 HMGCS1 DLL1 SLC25A42 TRIM33 PPP1R2 SMUG1 NOX4 ZNF254 STX17 ZCCHC7 GPR156 SMG7 COG6 SIMC1 FAM110D PRLR ZNF587 NUP98 VSTM4 SGIP1 SORBS1 VGLL4 MBNL1 BTBD1 SRSF6 SMARCA5 HSD17B8 SCN5A DOCK11 ADORA3 KSR1 CDK13 RBFOX1 PITPNC1 INVS PTHLH BSDC1 COG5 SREK1 ATP2A2 SRRM4 CDH11 NVL EXOC2 FAM172A RC3H1 GSTZ1 PROX1 ZNF112 CNOT9 RAB8A NMT1 ZBTB1 KDM2A RASSF6 PPP1R8 ZNF302 MAP1B GHITM RNF213 IGSF3 JOSD2 FNDC5 FRAT2 TRDN TMPO TMEM33 GPR85 STX6 SLC16A1 PXYLP1 CCDC184 PRDM11 ZFHX3 LGSN RNF2 NCOA4 LRP12 MSMP RCSD1 SPOCK2 NAA15 CAMK2D MMS19 PER1 ZFAND3 SHOC2 HSCB CXCL3 TMED7-TICAM2 ZBTB33 RHNO1 SLC8A1 IL19 PPIE ATRX TAB2 OPRK1 TMEM248 GPR26 GPR6 TLK1 UHMK1 ZNF264 SIRT3 UBFD1 LYSMD3 GSK3B AMMECR1L SNX12 LGALS8 ESRRG IRS1 PRR14L SLC43A2 GAREM2 LUC7L ATP8A1 GOT2 DIO3 DOLPP1 PTAR1 FCMR KCNC4 BTLA DNM3 C2orf76 ITPK1 PPP6C TOMM22 MECOM GCC2 GNAQ USP3 TNPO1 JPH1 NXT2 TICAM2 USP9X TPR RNF180 FBXO44 SMARCE1 CTNNA3 ARF4 ARHGEF12 KIAA1549L MTCL1 FAT4 SLC25A31 SHTN1 PARP16 ARPP21 PANK3 TAOK1 SORL1 PGAP3 JADE2 ICE2 SSTR1 MTMR3 CCDC191 SSR1 ESAM SYT6 ANKRD28 SPOPL CDS2 ITGB8 MBTD1 KPNA1 LGALSL HIPK1 CERT1 MLXIP SRD5A2 PRKAR2A HMG20A FBLN5 COX11 DMXL2 MBD1 PPIP5K1 NAIP MFSD4B MAPK1 RAVER1 TP53TG3 SLITRK1 RBM25 IRF4 AICDA PBOV1 RASEF CHMP4B CPD ARHGAP26 PROSER1 SEMA5A SENP2 C1QA ABCA1 SLC12A2 C17orf49 UNC5C NDUFA4 NOMO3 PCGF3 GPD1 PWWP2A IRS2 JMJD4 RUBCN ERRFI1 AKAP9 RGS22 RBM34 UGGT1 ZFP36L2 CSTF1 LEPROTL1 C11orf97 BTAF1 WAC ST6GALNAC1 KITLG TMEM30A CLASP1 BAZ2A NEO1 LRP2 SCN2A TP53TG3D PPARGC1A TFAP2D LPIN2 PSME4 RFX7 LMO4 MOSMO KRTAP24-1 AHCYL1 CDK6 CCDC6 C16orf87 UBE4A AP1G1 ABHD2 RELN BRMS1L SETD9 CAPNS2 FGFBP1 TAB3 USP30 THEM4 VPS33A SCAMP3 ANKRD30B MAP3K19 RTN4RL1 FRAS1 MFN2 ARL8B NAA30 TP53TG3B STAG2 SEMA3C AAK1 UNC13C RBM20 ZNF81 VIRMA GALNT1 SLC6A13 ZBTB39 HEY2 NSD1 SNTB2 SFTPB NEXMIF SLC25A4 IL17RD ST8SIA2 NFATC2 CIT SOS2 PDE12 MVB12B RNF145 VASP DUXA FIGN ELOVL5 RABL3 SMPD3 SHB HHIPL2 AGPAT4 PLXDC2 ADSS2 PRKACB KIF12 P2RY1 LRP1B NFATC3 GIT2 TXLNA SSH1 CCDC141 ARMC9 MIR6504_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6504_3P TFPI2 PPP1R1B NIF3L1 OTUD3 C17orf75 ZNF281 UCHL5 LIPF KLF4 RSBN1L RAB27A TMOD2 SPATA13 RPS6KB1 ANKRD44 QKI CNTN4 SAFB MOB1B CACNB4 PPFIA2 A4GNT VASH2 ZNF367 KAT2B HECTD3 GSE1 BZW1 GCLC HAUS2 SLC35A3 LHX6 ZNF780A ZNRF2 ITM2B ST6GALNAC3 ARHGAP12 ZNF546 PTPRD CNOT2 DAB2IP TBPL1 CNR1 TBL1XR1 CPEB2 PTPN13 PRPF39 HTATIP2 THAP5 TAX1BP1 ZIC3 DHX36 HCN1 ABI1 SV2B LEMD3 LSMEM2 ELF3 EIF4G2 CREB1 REEP1 ETV1 SRSF10 PRICKLE2 GAPVD1 TRIM33 RNASE4 MRPL57 IGF2R SCN8A PEG3 METAP1 C2CD5 NTNG1 FAM126B TMEM230 STEAP2 LDHD ABI3BP GCLM PDE4D SGIP1 PRR15L GRIA4 IFIT1 ITSN1 CTTNBP2NL CUL2 EEA1 RAB5A SSMEM1 CEP20 RBM27 TLE4 CAMKK1 HMGB3 CAMSAP2 CHUK NT5C2 RAI14 ELOVL6 ROCK2 ASB1 BCL11A PPP5C RASSF8 ABL2 SLC23A2 MX1 GAREM1 RCBTB1 ARID4B PROX1 CTDSPL2 ZNF737 ABHD18 PRDM12 SNX10 METTL15 ANKRD22 PPP1R8 EIF5A2 HSPA13 TAF1 MYOCD NEK7 XRN1 TSPAN13 TMEM59 LCLAT1 MRPL51 COPS5 FGF9 ZBTB18 PHACTR2 SPG11 TBC1D19 TGFBR3 ZNF681 SETD5 VKORC1L1 COL5A2 HOXA1 SEPTIN7 CAV2 MAGEA10 APPL2 RRM2 SFRP2 PTPRA FNDC3B MPP7 PLEKHM3 KRAS EMP2 RASGRP1 PPIE STAU2 RIMKLB CLCN3 NAMPT PEX14 DOP1B DLGAP1 NCSTN VDAC1 YBX1 UBE2B MAPK10 COL4A1 SLC2A13 FAM227A HMMR DNAJC6 IDS CPNE8 STK3 ANOS1 PPP6R3 CHRNA5 HMGB1 EIF4E GJC1 RECK PGM2L1 PHF20 CTSS UBE2D2 TRIAP1 FCHO2 FAM218A TFDP1 NCAPG2 SGK1 KLHL5 VGLL4 CAPZA2 MS4A15 MSI2 ARID1A DCAF7 NEGR1 ADAMTS5 CCSER2 ZNF780B ACP6 SHISA6 MTCL1 DYNC1H1 SCAMP1 OPA3 NUP58 MAPK8 MAMLD1 SLC27A3 TUBB2B RNLS RAPGEF6 MTM1 TRIQK MSX1 TAOK1 ALDH1A3 NF1 PHF6 LSM14A KCNN4 SCAF8 FBN1 MARK1 PCF11 SSR1 LCOR LARP6 PTPRB PTCH1 MEGF11 STON2 ZNF569 SCAP ARFGEF1 NTN4 CCND3 ITGB8 RASAL2 RAB33B CTNNB1 NAA16 WIPF1 GPHN INTS12 PPP4R3A ENTPD7 CTTNBP2 SALL1 MAPK1 NR4A2 INPP5B ANKRD10 MINDY2 CDC73 TGFB2 GFPT1 SH3BP5 APC CHMP4B PTPN9 GRIK2 IKZF5 TNFAIP1 SCG2 PLAG1 TMEM221 ERLIN1 SPTLC2 LATS1 SLC12A2 TNFRSF19 GLCCI1 SFT2D1 HSPD1 DCK PRR11 CYP20A1 PDE7A EDDM3A ZFP14 PTGES3 MIGA1 RTF1 ARSJ MAPK8IP1 ARIH1 NECAB1 TRA2B GPR180 CCDC102A SS18 ATP1A2 PRSS12 PSME4 LSM11 CCDC186 SPTY2D1 OCRL ATAD2B HOOK3 GPR82 GPC6 SETMAR KHDRBS2 ONECUT2 MEF2C MED13 PROKR2 RAPH1 MEGF10 TLCD4 MPHOSPH6 MAN2A1 SHANK2 KIF13A SIAH1 FOXO1 RRAS2 CCSER1 FUNDC1 PLPPR5 RPS6KA3 AAK1 SLC7A11 NLK TMCO3 RPGR NYAP2 BMPR2 NT5DC1 INO80D TMEM26 HIVEP2 CSE1L GK5 KLHL24 BMP7 ABTB2 IPO4 JAZF1 JMY ASPN PTPRJ ADAMTS3 TMEM236 SPTBN1 CYP27C1 NPAS2 ACSL6 COL11A1 PDS5B ELOVL5 DOCK10 SPP2 PNRC2 KAT6A SCAI CNST SEC24A LRP1B CASK RNF138 RCHY1 STUB1 AC055839.2 MIR130A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR130A_3P ESR1 SYBU MDM4 SIX4 TMEM159 LGALSL ZNF217 CPEB1 CBX6 CAPRIN2 RAI2 RACGAP1 FERMT2 IMPDH1 OTUD3 SMARCD2 MACIR DCAF8 MIER1 BMT2 PAK6 ARAP2 IL1RAP TNRC6C TANC2 LRP8 SAR1B LPGAT1 DICER1 FBXO28 MAP3K12 ACBD5 RPS6KA5 SLC44A1 CGGBP1 CBY1 USP28 ROBO2 BAG5 JADE1 DNAJC16 AGFG1 RTCA PRUNE2 TGFBR2 ACSL4 LONRF3 ACVR1 BLCAP MAPK1 ABCC5 DNAL1 ARL6IP1 CPEB3 RBBP8 TGFBR1 MYBL1 RBM25 LY75 FASTK TMEM50B AGO1 ERBIN ZBTB20 SERBP1 MSMO1 SH3D19 SECISBP2L PRKD3 WDR20 LDLRAD4 VPS37A AKAP11 C2orf15 CDK19 ATG16L1 ARHGAP12 JARID2 MEMO1 PAN3 TAFA1 ITPRIPL2 NECTIN3 DGKE TBL1XR1 SALL3 TES FUT9 SLAIN1 PPARG CCNY TSHZ1 RALGPS2 PHF12 TSC1 WDR47 FMR1 TET3 KLF7 CEP170 LMLN UBXN2B RO60 HCFC2 VGLL4 MBNL1 CNOT6 MFF KIAA1191 ARHGEF4 FOSL1 ENPP5 PSAP ZNF862 DLL1 DLG5 STX6 PLCB1 CFL2 USP33 CYSLTR1 TLCD3A RNF38 ARHGEF26 ADAM12 PHF14 ACBD3 RNF216 DSG1 NABP1 RAP2C CYP2U1 TOGARAM1 MET G0S2 USP13 YTHDF2 SPATA2 TMOD1 PTP4A1 GJA1 ERCC4 RAB5A PHF3 LRIG1 EOGT CENPO CBFB MLLT6 SNX31 ZBTB4 IL15 SEL1L3 PDIK1L CD69 RAB12 BTF3L4 CAMSAP2 FSD1L SNX2 SMOC1 MIGA1 EGLN3 CCDC126 APPL1 LSMEM1 PIK3C2A FZD6 ZNF594 ZCCHC14 PHACTR2 PIGA NCKAP5 HEG1 ZFYVE26 GAREM1 BTAF1 PMEPA1 UBB CNOT7 ABCB7 SPART NPNT ZNF107 RRAGD DSEL ATP12A ATP6V1B2 WNK1 DDX6 SLMAP ZBTB18 G3BP2 EPC2 CLIP1 BAHD1 ZEB2 USP8 SZRD1 PPP1R15B LRP2 CALM2 CLTC POU3F2 ARHGAP1 PLAA TACC2 DCUN1D3 STIM2 CHD5 IRF1 RFX7 FIBIN PEX5L SPTY2D1 CASD1 TRPC3 FYN RTN1 MDFIC MPHOSPH9 LCORL GADD45A CD2AP SKIDA1 DLC1 CLCN3 MAF SMAP1 ATG14 ZFYVE9 FRMD6 EBF3 HSPA8 CCDC6 PIK3CB FMC1 WEE1 ABRAXAS2 CHST1 NRBF2 NEUROG1 BRWD3 ASXL2 FBXO48 SNX5 IGF1 THSD7A ULK2 MMGT1 FAM104A DIAPH3 EREG PIP4P2 PTPRG BMP3 BTBD7 MID1IP1 ANKIB1 RUNX3 HPRT1 C16orf70 PSD AGO4 YY1 SERINC3 VPS13D FAT3 ING2 DYNC1LI2 HS3ST5 EIF4E2 SHANK2 NFIA EDN1 RAD51B NACC2 EMX2 CNOT4 BTG1 KCNA4 PURG KIF13A TEX2 KDM2A UBA3 ITPR1 WDR33 TFCP2L1 NPEPL1 R3HDM1 TRIM2 ADCY1 ACSL1 INO80 SBNO1 CBLB OSBPL6 SCUBE3 AAK1 AKIRIN2 FAM155A HOXD1 SBF2 CRACD AKAP1 CLCN5 AR LDLR CSMD1 NFIB WDFY3 BMPR2 NSD3 PGM2L1 RAPGEF4 INSIG1 PHF20 HIVEP2 BTBD3 DENND10 UBE2D2 MFSD6 SPHK2 GTF2H1 LRP12 BPTF SRSF2 HECA JMY SOS2 UBE2W PTPN4 SLC2A4RG MEOX2 ST8SIA5 NHLH2 RNF145 FOXF2 RASD1 SAMD8 ZNF609 MBD2 ERP44 FRZB TMEM250 HOXA3 ELK3 MBNL3 DAAM1 SLC6A6 BRWD1 SPEN MAP3K20 MTCL1 APCDD1 ST18 CUL3 ZMAT3 STON2 KMT2C SNIP1 KRTAP26-1 EPS15 DPYSL2 THOP1 MECP2 PCNX1 SPOCK1 TENT2 POU4F1 MIGA2 PRKAA1 LRRTM2 HECW2 PPFIA2 SYT6 KBTBD8 SOCS5 DYNLL2 NPAT PIKFYVE DOCK3 CDS1 DENND4C ZNF800 PPP6R2 PDZD11 UBE3B ITGB8 ABHD3 DCBLD2 ARHGAP21 BHLHE41 MTMR10 SULF1 FSTL5 MB21D2 POP7 SFMBT1 LRP6 MIR5590_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5590_3P BTBD1 SIX4 AFF4 SLC25A21 DMD FCHO2 GAB1 BVES MARCHF6 STXBP4 DNAJB4 CEP290 DYNLT1 PROM1 ZNF770 DNAJC7 ROBO1 RPS6KA5 NKX3-1 HSD11B1 CD109 PRPF40A MCM10 SNX3 BMI1 SGCE CD5L RHOA FBXL3 OGFRL1 ZNF326 ACSL6 ZBTB20 REST ZC3H12B DIO2 PAIP1 ELAVL4 APPBP2 SMAD5 TMX3 TRPC4 NCK2 FAM91A1 TAFA1 SUPT7L HELQ TBL1XR1 DYNC1I2 SLAIN1 TVP23B CYLD CFAP94 CADM2 RAD50 GOPC HNRNPH3 CILK1 RHOQ PRELID2 ACBD5 SLC9A6 STX17 NFE2L2 BICD1 ATP1B4 ANGPTL5 ZNF587 RORA GAS7 UBE3B MAP4K3 LEPROT MKLN1 RB1CC1 FHIT SRSF6 GUCY1A2 SNX1 MED17 MARVELD3 ZNF239 UBE2A SPAG9 RNH1 MTR CD69 ABCB5 PHYHIPL PDCD6IP CCDC80 KLF8 CCNT2 MFSD9 SH2D1A PIK3C2A FAM131B TRIM13 ARID4B HSPH1 RC3H1 PSAT1 MAGI2 IGF2BP3 ADAM20 NCKAP1 TBC1D9 ANKS1B VPS54 EIF5A2 COMMD3-BMI1 ACTN4 CHSY3 AADAC LHFPL3 TTL ZMYND11 ACADSB CUL4A RAP1A ATP1B1 NT5C1B-RDH14 CXADR GPR155 VPS50 DAP3 LRP12 LPP STK17B KRAS ACER3 FBXO30 CFAP65 MID2 ABHD10 PIK3CA BNIP2 CLK4 RGPD5 HDLBP DBR1 ITGAV SLC18A2 KNG1 ZNF445 CIT ADGRB3 NFAT5 BOD1L1 LACTB RRP15 ANGPT2 MTFR1 FAM155A NFX1 STC1 AQP11 SLC30A4 PLEKHA3 MED6 FGF12 MAL KLF10 IGFL1 EPAS1 PGM2 DENND1B PPP6C B3GNT5 MCMDC2 BCOR C8orf34 POGLUT3 IGF1 GBP5 FGD6 MLH3 UFL1 NENF GCC2 CEP57L1 ADIPOR2 MYO1D ATP13A3 SH3KBP1 DIAPH2 HOXD8 ZNF454 RGPD4 USP9X DNAJC25 CYTH2 METTL6 ADAMTS5 LDB2 MBNL3 MAP3K20 RAB6B WWP1 ZNF503 TRIM2 BRD1 C11orf71 SMAD2 CA8 ZNF131 FGFR1OP2 IL22 CNTN1 ZC3H12C ANKRD28 ETV1 CBLN4 PRKG1 BHLHE41 MTMR10 FAM126A NUP133 ZNF471 STAG1 SOX7 TMEM265 HIPK1 DLGAP1 NBEA CLIC4 ZNF736 MOSPD2 ASB7 LMX1A STARD13 SLC24A2 CCL28 NBN MED14 SELENOT ST8SIA1 CNEP1R1 PRDM8 NR1I2 ZDHHC2 CSMD3 MAP3K2 MYCN ABCA1 SYNJ1 SLC12A2 PLAUR MRPS36 DLG1 TNS1 RERG YOD1 CCSER1 TOPORS ZXDC NEDD4L PTP4A1 ZSCAN12 ZBTB37 AHR TRIM36 SAMD12 APPL1 ZFPM2 ARSJ ZCCHC14 TENM3 CPNE4 PRPF4B RGPD6 TRUB1 KITLG SACS RWDD4 BAZ2A OTUD4 ABHD13 ZNF680 ACKR3 EXO1 IFIT5 VGLL3 CLVS2 MED12L SGMS1 MTCP1 NPAT ERH TRIM23 MED28 HOOK3 FEM1C GPC6 RNF138 CAPN10 UBE4A PPP3R1 ONECUT2 CISD2 BRWD3 LSM8 SLC15A5 UBE2D1 ZNF624 ANKIB1 S1PR1 FAM199X CZIB ACTC1 BMPR1A RSF1 KCNA4 STAU1 CAV2 ZFPL1 ARHGEF6 NR2C1 CDK19 RAB11FIP5 GDNF STK38L SLC7A11 GNG12 NEXMIF GK5 RGPD8 TVP23C EFCAB14 PTPN4 CAPN7 SWSAP1 SDHB FIGN CREBRF PDS5B MAN1A1 ANGEL2 ADGRL3 ARID2 CDK17 ATXN7L2 KBTBD12 MAL2 ZBTB11 VMP1 ALS2 ADAMTS1 SOCS1 TCF21 LRP1B SSH1 IL17F CCNG2 HAPLN1 MIR3714 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3714 MBOAT2 GRM1 PARD3 AFF4 OLFM3 SELENOI MC2R ZNF148 FERMT2 MYO1C SLC50A1 CBL MYLIP ZNF559 RAB27A GZF1 TMEM178B RPS6KB1 RBPJ RBM39 VAT1L QKI THRB HPGD TARBP1 VANGL1 MAGT1 ARPC5 SDAD1 TFDP2 MTDH TMEM74 GLT8D1 MTF1 THSD4 BCOR ADAMTS9 JPH3 TENM1 PAXBP1 PALM2AKAP2 FAM91A1 GSS SMIM14 TBL1XR1 UBR5 SEMA6C FAM122B SUCLG2 PNN GALNT13 ZNF706 CADPS HMGXB4 SP1 PAPPA REEP1 LIMCH1 ZNF608 PDLIM5 LPIN1 GXYLT1 KCNT2 RHOQ DLL1 PIEZO2 ATP6V0A2 SETBP1 SLC35D1 PTPN12 THUMPD3 RALA RGS9 CMTM7 CD276 MACF1 STEAP2 BACE1 OSBPL3 PRLR USP13 ACSL1 ASAP1 PLSCR3 MOB3B BTBD1 SLC1A2 FBXO10 CREB3L2 SPAG9 SPRY3 ANXA7 CUL5 SLC4A7 SLC19A2 LASP1 PROX1 RAI14 SCML4 PLXNB2 AMOTL1 RCC1L DEPTOR CTDSP2 PCGF5 HRH1 RERE TMCC3 LRGUK PIK3C2A ALG5 GIT2 NR5A2 EPM2AIP1 EYA4 EPHX4 RHBDL3 COMMD5 KATNA1 LMAN2L SF3A3 TXNDC9 SGSM2 MAPK4 MPC1 GRID1 KLHL28 RBFOX2 PRTG CYCS MBP QDPR LRRC15 C2orf88 SLC2A2 ERF PID1 AIF1L MYH9 JAKMIP1 C1GALT1 DCUN1D3 TTL ADRB2 C20orf27 CD164 FBXO33 NFATC1 LCP1 TCF3 CHSY1 APBB2 PTBP1 DCTN4 MLLT3 RDX MFSD14B CDKN1A RRM2 LPP BACH2 TMEM199 ARHGDIA SHTN1 MYNN ADNP SLC31A2 PHACTR1 CAPN2 ATF7 ANXA5 SH2B3 RLIM SERTAD3 CCDC50 BTD CCDC3 TMEM248 SLC1A4 DESI2 SLC7A8 IQCJ FLOT2 FBLN7 ADCY5 LYSMD3 RELA PDS5A SCP2 MORC4 LMBRD2 SEC13 FNBP1L GDAP2 COL4A1 CBLB KCTD8 BTN2A2 NAV1 RASSF8 COL12A1 SLC39A9 USP14 SLC30A4 DIP2C MYRIP MIER1 IKZF1 DENND1B VAT1 JPH1 MLLT1 BTG2 ERMP1 LITAF CDON BTBD10 DCP1B ANTXR2 PDE4A GAS1 LRRC1 EVI5 ANKRD12 XYLT1 TUBG1 TMED1 SLC4A8 ZNRF3 SEC61A2 STT3A SKAP1 GOLM2 SLC9A6 ZNF503 SLC11A2 DIAPH1 PARP16 SNIP1 PAPSS2 SMAD2 DPYSL2 TEAD1 GLI3 AP1AR SLC16A1 MECP2 FAM219B BMP6 JADE2 RAB43 SLC35B2 HMBOX1 DESI1 RCOR1 XKR6 RPIA RALGPS2 FAM78A FOXP1 CDK4 FARP1 SLC9B2 MMD WIPF2 ICMT LMNA EIF4A2 FIZ1 SOGA1 CHP1 TANC2 SEMA6A MCUR1 KCNJ2 GLTP ELK4 ELMO1 HTR2C TLL1 SLITRK6 ANXA11 ZFAND5 SLC29A1 P4HA1 PTPN9 SLC26A9 SURF4 EZH2 SETD3 PRRX1 ITPR3 CDK6 PTHLH RAPGEF6 WASF1 APH1A SAP30L PAPOLG TPP1 TNS1 DAAM2 RNF216 SCAMP2 FAM219A OLFM2 PDXK DMD LANCL1 YIPF6 ELAVL1 ZDHHC3 CALN1 MINAR1 CAPN6 AHR NOTCH1 GPR158 AHCYL2 AK4 IGDCC4 ATP8A1 TRIM36 PHTF2 MIGA1 USP25 ELOVL1 TOR1AIP2 MYRF MAPK14 NR3C2 ELAPOR2 MTPN CASP2 TMTC3 LRRC58 APLF IQGAP1 TCTN3 RING1 MAPK10 RWDD4 SUGT1 RAVER2 SLC10A7 EXTL3 NEUROD1 ODR4 MARK1 DYNLT3 TOR3A PPP1R13L NUFIP1 PLEKHH1 BCL2L11 FKBP1A PDCD6 ALCAM ELL2 SNX30 MIER2 RIMBP2 ATP6V0E1 NEMP2 ERLIN2 MARCHF8 ROCK1 DNAJC1 CHST1 FAM177A1 CDKN2A MITF ULK2 ZNF561 TOX SNX18 THSD7B GPC4 EPHA7 TMEM178A RTCB KCNJ6 MAN2A1 PGRMC2 CACNB4 CELSR3 PARP1 FRAS1 SIGMAR1 ARHGAP32 ARNT2 SCUBE3 PTBP2 RBM20 HEPACAM ATF7IP NFIB ACAA2 PTBP3 AMPH TBC1D9B FKBP15 GK5 PRIMA1 CCDC28A ST8SIA2 CNTN1 EFCAB14 IPO4 C1orf74 SNX6 ATMIN RFX3 KCNK10 PEA15 CREBRF SLAIN2 GSE1 SOX9 WWC3 ELOVL5 PALLD TRIB3 MYO10 CSTF3 SLC46A3 GRHL1 ASCL1 ARRDC4 CSNK1G1 MLANA RHOU RYBP GPR37 MIR142_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR142_5P BTBD1 SIX4 AFF4 SLC25A21 DMD FCHO2 GAB1 BVES MARCHF6 STXBP4 DNAJB4 CEP290 DYNLT1 PROM1 ZNF770 DNAJC7 ROBO1 RPS6KA5 NKX3-1 HSD11B1 CD109 PRPF40A MCM10 SNX3 BMI1 SGCE RHOA FBXL3 OGFRL1 ZNF326 ACSL6 ZBTB20 REST ZC3H12B DIO2 PAIP1 ELAVL4 APPBP2 SMAD5 TMX3 TRPC4 NCK2 FAM91A1 TAFA1 SUPT7L HELQ TBL1XR1 DYNC1I2 SLAIN1 TVP23B CYLD CFAP94 CADM2 RAD50 GOPC HNRNPH3 CILK1 RHOQ PRELID2 ACBD5 SLC9A6 STX17 NFE2L2 BICD1 ATP1B4 ANGPTL5 ZNF587 RORA GAS7 UBE3B MAP4K3 LEPROT MKLN1 RB1CC1 FHIT SRSF6 GUCY1A2 SNX1 MED17 MARVELD3 ZNF239 UBE2A SPAG9 RNH1 MTR DUSP18 CD69 ABCB5 PHYHIPL PDCD6IP CCDC80 KLF8 MFSD9 SH2D1A PIK3C2A FAM131B TRIM13 ARID4B HSPH1 RC3H1 PSAT1 MAGI2 IGF2BP3 ADAM20 NCKAP1 TBC1D9 ANKS1B VPS54 EIF5A2 COMMD3-BMI1 ACTN4 CHSY3 AADAC LHFPL3 TTL ZMYND11 ACADSB CUL4A RAP1A ATP1B1 NT5C1B-RDH14 CXADR GPR155 VPS50 DAP3 LRP12 LPP STK17B KRAS ACER3 FBXO30 CFAP65 MID2 ABHD10 PIK3CA BNIP2 TUT4 CLK4 RGPD5 HDLBP DBR1 ITGAV SLC18A2 KNG1 ZNF445 CIT ADGRB3 NFAT5 BOD1L1 LACTB RRP15 ANGPT2 MTFR1 FAM155A NFX1 STC1 AQP11 SLC30A4 PLEKHA3 MED6 FGF12 MAL KLF10 IGFL1 EPAS1 PGM2 DENND1B PPP6C B3GNT5 MCMDC2 BCOR C8orf34 POGLUT3 IGF1 GBP5 FGD6 MLH3 UFL1 NENF GCC2 CEP57L1 ADIPOR2 MYO1D ATP13A3 SH3KBP1 DIAPH2 HOXD8 ZNF454 RGPD4 USP9X DNAJC25 CYTH2 METTL6 ADAMTS5 LDB2 MBNL3 MAP3K20 RAB6B WWP1 ZNF503 BRD1 C11orf71 SMAD2 CA8 ZNF131 FGFR1OP2 IL22 CNTN1 ZC3H12C ANKRD28 ETV1 CBLN4 PRKG1 BHLHE41 MTMR10 FAM126A NUP133 ZNF471 STAG1 SOX7 TMEM265 HIPK1 DLGAP1 NBEA CLIC4 ZNF736 MOSPD2 ASB7 LMX1A STARD13 SLC24A2 MINDY2 CCL28 NBN MED14 SELENOT ST8SIA1 CNEP1R1 PRDM8 NR1I2 ZDHHC2 CSMD3 MAP3K2 MYCN ABCA1 SYNJ1 SLC12A2 PLAUR MRPS36 DLG1 TNS1 RERG YOD1 CCSER1 TOPORS ZXDC NEDD4L PTP4A1 ZSCAN12 ZBTB37 AHR TRIM36 SAMD12 APPL1 ZFPM2 ARSJ ZCCHC14 TENM3 CPNE4 PRPF4B RGPD6 TRUB1 KITLG SACS RWDD4 BAZ2A OTUD4 ZNF680 ACKR3 EXO1 IFIT5 VGLL3 CLVS2 MED12L SGMS1 MTCP1 NPAT ERH TRIM23 MED28 HOOK3 FEM1C GPC6 RNF138 CAPN10 UBE4A PPP3R1 ONECUT2 CISD2 BRWD3 LSM8 SLC15A5 UBE2D1 ZNF624 ANKIB1 S1PR1 FAM199X CZIB ACTC1 BMPR1A RSF1 KCNA4 STAU1 CAV2 ZFPL1 ARHGEF6 NR2C1 CDK19 GDNF STK38L SLC7A11 GNG12 NEXMIF GK5 RGPD8 TVP23C EFCAB14 PTPN4 CAPN7 SWSAP1 SDHB FIGN CREBRF PDS5B MAN1A1 ANGEL2 ADGRL3 ARID2 CDK17 ATXN7L2 KBTBD12 MAL2 ZBTB11 VMP1 ALS2 ADAMTS1 SOCS1 ZNF831 TCF21 LRP1B SSH1 IL17F CCNG2 HAPLN1 MIR4533 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4533 CBX6 HAND1 CAMK2D GNE SCMH1 GSG1L NCSTN ATP11C RANBP10 CBL CIRBP SHISA9 CDC14B PIANP TMEM178B MLEC MMP15 ZNF331 BCL9 PARP11 TTC26 P2RY10 STAT1 ANKRD13A ERCC3 SGK1 PDE4A RUSC1 VTA1 SLC11A2 AZIN2 COX10 C5AR2 PSD3 TNR JPH3 ZBTB20 TMBIM6 SH3D19 SSH2 ZSCAN22 MME COL9A2 FAM122C ATG16L1 ARFIP1 FAM107A CAPRIN2 AQP4 PHACTR4 MYADM ZDHHC23 MLLT11 SGPL1 CBLB ACKR2 AP1S3 TET3 PPP2R3A TASOR HMGXB4 ETV1 NUB1 TMPPE PDE1C PRICKLE2 TVP23A GLUD1 ZNF862 SYNGAP1 SAMD4B BAP1 MTX3 ATRNL1 IRAG1 ARIH2 CD207 GAS7 SCN2A STING1 EMILIN3 HOXB9 BPNT1 GUCY1A2 IL17D BLMH ZBTB4 ZMIZ2 NAV2 MYT1L SLA2 CLDN18 SUSD6 MYO5C ARFIP2 NUDT18 KIAA1217 JUNB IPO11 FAM131B ZFYVE26 FKBP7 ZBTB40 CALCA ST6GAL1 LAMTOR3 PRICKLE1 ADA HTR2C PRTG KCNJ5 ELMO2 USP39 OPCML NTRK3 SRP54 JADE2 SEMA6A YJU2 SF3B4 CNOT8 MYSM1 LSAMP SETD5 HOXA1 WDR33 LPP KLHL7 ELFN2 CRY2 ZNF709 KDM5C FBXO11 SH2B3 CGN KCNG3 SERPINB4 ATRX SS18 SEMA4F KCNK9 NOVA2 TMEM184B TMEM138 LIFR PDP2 ZNF592 NFAT5 SNX12 GRIN2A PLEKHS1 CASC3 MGA KLHL11 OTUD6A KLC2 CPSF6 FAM155A PTAR1 WNT1 NAV1 STAG2 KLHL30 TMEM40 ITIH5 ARGLU1 DNM3 ARHGAP19 FGF12 ATP6V1E1 ANO1 CPT1A CLCN5 C5AR1 ZC4H2 FGD6 MLH3 TCHHL1 ANTXR2 EPC1 CWC27 SSU72 TNPO1 DDA1 BAALC XYLT1 MIEF1 GPR173 FLT1 ZHX3 NLRC3 NPY2R SHISA6 ADIPOQ VDR C11orf71 UBQLN2 AKAP6 SPHKAP MECP2 PDE1A SRBD1 ADGRL1 SPOCK1 GLYR1 RBBP7 GID4 LRRTM2 ZDHHC22 SPINK14 RAD18 ALOX15 CNTN1 IL5RA SHISA7 DNMT3A EGFR PPP2R2A KRTAP5-2 NR4A1 OAS2 MASP1 COL1A2 CCDC141 FOXJ2 RPS24 RGS8 NDUFA10 EHD2 HMG20A C9orf152 PNMA2 ELK4 ELMOD2 TBC1D8 IDH3B CRYZL1 NIPAL4 IGF1R ADGRF2 PLXNA4 PLPP3 HOXC10 ABHD2 FBXO41 ZNF8 ATP6V1A DCX BMP8A TMEM214 TTI2 SMARCD1 POU2AF1 ASB6 TRAF3IP2 F8 ERRFI1 TCP11L1 FLT3 ZBTB37 BSPRY AK4 IGDCC4 HOXB5 FOXRED2 RBFOX1 RTF1 CASP2 TIAM1 DUSP4 KRT31 FN3KRP SNX27 KIAA2013 TTLL7 DUSP10 IQSEC2 EIF4H AMMECR1 OTUD5 CARMIL1 CBX7 IFIT5 SRGAP3 JUN ZMYM5 HOOK3 PRDM2 EOMES RTKN2 DHX58 E2F7 LY6G6C AFAP1L2 ATXN7L3 TAB3 VSIG10 USP30 ZRANB1 KDM5A PGRMC2 ASPHD2 VAMP3 SMARCC1 KLHL18 SOAT2 VAX1 MPRIP KCNH7 ZBTB39 ZFP3 CLMN PIGR SLITRK1 FAM220A SSUH2 XPO1 ATG5 LENG8 MRPL17 FABP7 GPATCH2L DEDD BNC2 NPTX1 SDK1 PHETA2 SCAI ADAMTS1 MOXD1 OTUD7B GRPEL2 FAM117A PCNX4 SELL DLG2 PHF8 OLFM4 MIR130A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR130A_5P PCDHA2 CHCHD3 SIX4 CBX6 HIRA CLEC2D TMEM41B ELOVL7 CREM IQCJ-SCHIP1 NCSTN MBNL3 NRN1 C1RL FYN CELF4 CHL1 SIK3 PHC3 DNAJC9 NLGN4X CUL3 ABLIM1 NSL1 SPP1 KLF12 TNFSF8 CACNA1E RIMS1 SCOC KCNC2 TRPS1 TGFBR3 STXBP1 CD86 SLC10A3 GRAMD1B MME SCRN3 MALRD1 TTC19 IL17RD SARNP CNR1 VEPH1 VRK2 LZTFL1 CPEB2 FUT9 PSMB1 UTRN ATG4C GALNT13 ACVR1C SLK XPOT CEP97 AK3 HCFC2 TRPC5OS PAPPA IRX5 CILK1 NRG3 PDE1C METTL14 CFL2 ZFX ARHGEF26 FGFR2 LRRC66 PCDHA12 AMD1 KIAA1586 BACE1 DNAJC14 CUL4B PKP4 SNX14 PDE4D RORA SGIP1 ELOB DSCAM STXBP5L MBNL1 RB1CC1 GUCY1A2 CLIC5 FRMD7 NAV2 CDON TNRC6B GDAP1L1 HRH1 PI4KA GORAB GSK3B TRIM13 KCTD18 PCDHAC2 PLA2G12A RC3H1 PTER ZNF737 BLOC1S6 POU2F2 DDX6 TSC22D2 SORT1 ACOT8 RBFOX2 SULT1A1 FMN1 AFDN AADAT COL25A1 CHIC1 CRLS1 TOM1L1 TLE1 PLAA PI15 OPCML CASK CSGALNACT2 UBIAD1 CHMP7 PCDHA10 PHACTR2 APBB2 ZMYND11 PTBP1 MLLT3 KDM7A DPH3 CCND1 ZNF385D LPP SLC44A5 RNF217 GATA5 ZFAND3 ZNF710 ZNF704 TXNDC12 TMEM165 MAP3K13 ACER3 TMED7-TICAM2 THSD7A RAB30 FBXO11 MEF2A ZNF80 ADGRF5 ELL SESN3 ZNF99 C2CD2 AMMECR1L PCDHA5 KDM4B CPEB4 WDR91 ATXN7 SLC4A11 SH3KBP1 MAFG HOMEZ HOOK1 PLEKHA3 ARID5B FGF2 DIP2C PGM2L1 GAS2L3 PPP2R5C ANGEL2 CACNG2 UBE2D2 AFAP1L1 DCDC2 WBP1 IGF1 PCDHA9 TOB2 CNGB1 NOVA1 TRIO SLC5A7 SLC17A6 TTR TICAM2 LAMB4 NHLRC2 ZNF326 GATC UNC5D PIP5K1B ADAM10 KIAA1549L PCDHA8 DAAM1 CEP350 DIAPH1 TENT4B HOXC8 ADH4 FAM120A TAOK1 KIAA1841 CCDC125 GLIS2 PCDHA3 ASS1 TSHR STON2 ZNF569 PPP2R2A RPIA RALGPS2 PCDHA6 TPGS2 YY2 ABCD2 FOXO3 PDZD2 TFF1 BNC2 STX11 NIPBL NUPR2 MFSD4B AUTS2 CPEB3 SEMA3A FOXD4L5 THOC2 SELENOT PCDHA13 GRP C9orf62 TWIST1 CDK6 MAP3K2 BBS7 GREB1 MAGI1 LRIG3 SAMD13 CSRNP3 PAPOLG PDE10A FBXL17 UGCG STAP1 FCER1A TMEM196 PCDH17 SLC39A8 CDK5RAP3 UBALD2 PCSK6 GPR88 EHD4 LRRC58 ASH1L PCDHA11 MIPOL1 GNAO1 CLEC16A SLC1A1 PPARGC1A PCDHA7 PCDHAC1 LPIN2 FZD2 SGMS1 MSI1 SERPINF1 CD2AP COPG2 PCDHA1 EIF2B5 SLC5A12 NAA50 AJUBA THBS1 ONECUT2 ANGPT1 SETD9 C11orf87 SWT1 PDHA2 C9orf72 MTREX TLCD4 CES2 KRTAP3-3 CWC15 RSBN1 FOXO1 RFT1 PLPPR5 KASH5 FXR2 RBM20 NLK NOG GRM4 ISM1 CRYBA4 HIVEP2 MGAT5 LRRTM3 USP9Y ADAMTS3 FCRL4 C6orf132 NUDT15 PCDHA4 TMEM132C CACUL1 NPTX1 MMP13 KAT6A CDK12 TBC1D8B CSTF3 DMRT3 IKZF1 SCHIP1 SYAP1 PLEKHA5 CDS1 USP12 SPATA9 SYNJ2BP PURA MIR3119 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3119 ARNTL ZNF568 IL31RA NRF1 MFAP5 ZNF428 MYO1C CACNA1E IL6ST KLF4 CBL ERI2 MOCS2 HOXA10 GRIK3 SLC30A7 DGKH TSHZ2 CMTM3 FAS PAX5 CGGBP1 PRPF40A MDH2 MOB1B RCOR3 TNNT2 MTDH FRMD4B KCNN3 ETNK1 CDCA2 GRIP1 SIK1B ETV7 DYNC2H1 OGFRL1 GDAP1L1 GCLC RAP1B MXD3 NPDC1 WTAP LINC02873 UHRF1 IKZF3 AFF1 AQP4 TCF7L2 IRF2BP2 ZNF274 ZNF426 NISCH AK3 FAM86C1P PDE1C LUC7L3 AMFR HMOX2 SETBP1 HDAC9 PSD3 POLR1F FMOD C6orf120 HNRNPK KLHL8 ZNF559-ZNF177 SCUBE3 RAB6A DCSTAMP TMEM168 ZNF596 ARHGAP5 ZNF559 CAAP1 PAK5 METTL9 NRXN1 CALML4 IQCH GRID2 ATP10B CAMKK1 SLC2A6 SIPA1 RGL1 SGPP1 SYT2 MFSD9 ARMC8 FNIP1 ZNF143 CEPT1 ZMAT1 PTPN11 NOL4 JAKMIP2 PCSK2 LONRF1 ANKRD22 LNX1 RFX3 SP3 ARMS2 CNGA3 OSBPL8 RBAK CD58 CXorf56 STX3 NR3C2 PLXND1 GLRB UQCRB FBXO33 PHACTR2 CASD1 IQCK GNA14 GORAB MPP5 PHOSPHO1 CDH20 GRAP2 UBXN10 HOXA1 CD68 NUMB ROCK2 CERCAM HSDL2 CCNQ ZNF549 ZFAND3 ZNF385B ADNP EMP2 RUNX2 GCH1 RUNDC3B MEF2A KLRK1 C11orf95 VLDLR CLEC2B TSPAN31 FAM86B1 MTMR12 GEMIN8 HDLBP WDSUB1 SLC26A4 ITGAV NAMPT NWD2 HYKK EXTL2 LIFR SEC62 PURG PPM1E GBE1 CLEC12A ABCA5 SCIN CNGB3 HMGB2 ANLN ASB14 NUP153 MAPK10 KIF3B ZNF518A SLC49A4 PRKAR2B FRMPD4 ZNF362 RAP1GDS1 TMX4 UBE2W TREML2 WSCD2 PABPC4 DENND1B PPP6C PDE8B VAT1 ILDR2 BTG2 FKBP11 CD2BP2 TLX1 TRAT1 HYDIN LEF1 SLMAP ZNF718 GDI2 SLC4A8 TMEM64 MTCL1 ILRUN SLC25A5 CCDC134 LRAT RASL11B DTL ZNF430 TGM2 TEAD1 ZNF131 KANSL1L DNAJC27 ENTPD1 GRIA3 KIAA1549 TLN2 PRLR HOMER1 BCAP29 MYO9A PDE5A KCNAB3 CTNNB1 ZBTB44 LGALSL GRIA2 PCSK5 PPP4R3B UBE2O BNC2 TNKS1BP1 ENTPD7 NBEA CTTNBP2 CYP2R1 CPLX2 IREB2 IL13RA1 ACTR3B CORIN SLC24A2 ANGPTL2 CEACAM7 N4BP2L1 JARID2 RAB14 SPCS3 CHMP4B EIF2B2 ASIC5 HECTD2 PRRX1 RAB6C SNX16 DFFA ANKRD33B TENM4 TNFAIP8L1 NF1 RELN GJC3 ABHD17C ABCE1 BRWD1 SNRNP40 FAM214B PIM2 SHROOM4 CACNA1I KATNBL1 PPDPFL PTP4A1 DDX60L XBP1 TSEN54 DRD1 C10orf88 MASP2 MARVELD1 SLITRK5 TENM3 BTAF1 ST6GAL2 EHD4 NUP88 ZNF107 COL5A1 RNF165 STRBP TRPC1 TBK1 ZIC1 C6orf141 SON NUCKS1 CCDC85C MEIG1 CARMIL1 ZAR1 FZD2 PTPRT ENTPD4 ITGA1 SLC35G3 MOSMO CLDN3 ATG14 PGGT1B SIRT1 RNF138 ROCK1 CEACAM6 CAP2 ZNF667 SLC15A5 HP1BP3 SNX18 ZNF138 YWHAE C16orf90 BAZ2B MELTF MAN2A1 ACTC1 PICALM FOXO1 RRP1B WIPF1 ECHDC3 NAA30 STK38L BMPR2 PYGO1 INO80D ZNF268 TBX6 UNC13A SLC25A28 SNTB2 FOXN3 GK5 SORT1 MFSD6 CEP41 MAPRE2 BZW2 FZD4 CYP27C1 FASTKD5 SIK1 LANCL2 HIPK1 MAN1A1 PPTC7 MFHAS1 ADCYAP1R1 SMIM13 PDZRN4 CD47 TXNIP WNT3 MEGF6 IER5L PIK3R1 ZNF831 AFDN NFATC3 METTL8 SHISA6 PHF3 PURA MIR130B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR130B_3P ESR1 PXK SYBU MDM4 SIX4 TMEM159 LGALSL ZNF217 CPEB1 CBX6 CAPRIN2 RAI2 RACGAP1 PRKAA2 FERMT2 IMPDH1 OTUD3 SMARCD2 MACIR DCAF8 MIER1 BMT2 PAK6 ARAP2 IL1RAP TNRC6C TANC2 LRP8 SAR1B LPGAT1 DICER1 FBXO28 MAP3K12 ACBD5 SLC44A1 CGGBP1 CBY1 USP28 ROBO2 BAG5 JADE1 DNAJC16 AGFG1 RTCA PRUNE2 TGFBR2 ACSL4 LONRF3 ACVR1 BLCAP MAPK1 ABCC5 DNAL1 ARL6IP1 CPEB3 RBBP8 TGFBR1 MYBL1 RBM25 LY75 FASTK TMEM50B AGO1 ERBIN ZBTB20 SERBP1 MSMO1 SH3D19 SECISBP2L PRKD3 WDR20 LDLRAD4 VPS37A AKAP11 C2orf15 CDK19 ATG16L1 ARHGAP12 JARID2 MEMO1 PAN3 TAFA1 ITPRIPL2 NECTIN3 DGKE TBL1XR1 SALL3 TES FUT9 SLAIN1 PPARG CCNY TSHZ1 RALGPS2 PHF12 TSC1 WDR47 FMR1 TET3 KLF7 CEP170 LMLN UBXN2B RO60 HCFC2 VGLL4 MBNL1 CNOT6 KIAA1191 ARHGEF4 FOSL1 ENPP5 PSAP ZNF862 DLL1 DLG5 STX6 PLCB1 CFL2 USP33 CYSLTR1 TLCD3A RNF38 ARHGEF26 ADAM12 ABCE1 PHF14 ACBD3 RNF216 DSG1 NABP1 RAP2C CYP2U1 TOGARAM1 MET G0S2 USP13 YTHDF2 SPATA2 TMOD1 PTP4A1 GJA1 ERCC4 RAB5A LRIG1 EOGT CENPO CBFB MLLT6 SNX31 ZBTB4 IL15 SEL1L3 PDIK1L CD69 RAB12 BTF3L4 CAMSAP2 FSD1L SNX2 SMOC1 MIGA1 EGLN3 CCDC126 APPL1 LSMEM1 PIK3C2A FZD6 ZNF594 PHACTR2 DEPDC1 PIGA NCKAP5 HEG1 ZFYVE26 GAREM1 BTAF1 PMEPA1 UBB CNOT7 ABCB7 SPART NPNT ZNF107 RRAGD DSEL ATP12A ATP6V1B2 WNK1 DDX6 SLMAP ZBTB18 G3BP2 EPC2 CLIP1 BAHD1 ZEB2 USP8 SZRD1 PPP1R15B LRP2 CALM2 CLTC POU3F2 ARHGAP1 PLAA DCUN1D3 STIM2 CHD5 IRF1 RFX7 FIBIN PEX5L SPTY2D1 CASD1 TRPC3 FYN RTN1 MDFIC MPHOSPH9 LCORL GADD45A CD2AP SKIDA1 DLC1 CLCN3 MAF SMAP1 ATG14 ZFYVE9 FRMD6 EBF3 HSPA8 CCDC6 PIK3CB FMC1 WEE1 ABRAXAS2 RAB30 CHST1 NRBF2 NEUROG1 BRWD3 ASXL2 FBXO48 SNX5 IGF1 THSD7A ULK2 MMGT1 FAM104A DIAPH3 EREG PIP4P2 PTPRG BMP3 BTBD7 MID1IP1 ANKIB1 RUNX3 HPRT1 C16orf70 PSD AGO4 YY1 SERINC3 VPS13D FAT3 ING2 DYNC1LI2 HS3ST5 EIF4E2 SHANK2 NFIA EDN1 RAD51B NACC2 EMX2 CNOT4 BTG1 KCNA4 PURG KIF13A TEX2 KDM2A UBA3 ITPR1 WDR33 TFCP2L1 NPEPL1 R3HDM1 TRIM2 ADCY1 ACSL1 INO80 SBNO1 CBLB OSBPL6 SCUBE3 AAK1 AKIRIN2 FAM155A HOXD1 SBF2 CRACD AKAP1 CLCN5 AR LDLR CSMD1 EPS15 NFIB WDFY3 BMPR2 NSD3 PGM2L1 RAPGEF4 INSIG1 PHF20 HIVEP2 BTBD3 DENND10 UBE2D2 MFSD6 SPHK2 GTF2H1 LRP12 CIT BPTF SRSF2 HECA JMY SOS2 UBE2W PTPN4 SLC2A4RG ST8SIA5 NHLH2 RNF145 FOXF2 RASD1 SAMD8 ZNF609 MBD2 ERP44 FRZB TMEM250 HOXA3 ELK3 MBNL3 DAAM1 SLC6A6 BRWD1 SPEN MAP3K20 MTCL1 RPS6KA5 APCDD1 ST18 CUL3 ZMAT3 STON2 KMT2C SNIP1 KRTAP26-1 DPYSL2 THOP1 MECP2 PCNX1 SPOCK1 TENT2 POU4F1 MIGA2 PRKAA1 LRRTM2 HECW2 PPFIA2 SYT6 KBTBD8 SOCS5 DYNLL2 NPAT PIKFYVE RAB9B DOCK3 CDS1 DENND4C ZNF800 PPP6R2 PDZD11 UBE3B ITGB8 ABHD3 DCBLD2 ARHGAP21 BHLHE41 SATB2 MTMR10 SULF1 FSTL5 MB21D2 POP7 SFMBT1 LRP6 MIR7106_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7106_5P MPV17L PSORS1C1 SYBU MDM4 CREB5 CASTOR2 PLCXD1 OGFOD1 KCNIP1 RGS5 PDPN MARK4 ITLN1 HDAC9 ARL4D RAD51B BCL9 IRGQ KNCN IRAK3 ELMO1 TFDP2 PRICKLE3 PAX2 SLC7A8 CSDC2 POLDIP3 CORO2B PLEC CSNK1G3 N4BP1 SLC25A45 CCL28 CASP10 VWA5B2 ENTPD5 IKZF3 TOM1L2 DAB2IP SAMD4A MTFP1 GPT2 CEBPZOS PHACTR4 ZNF639 AHDC1 PXN ACKR2 KCNQ2 GIPR CAST SEPTIN3 DERL1 PDE7A UBXN2B NFIC TBC1D24 FGF23 AR TSPYL5 OAS3 DLG5 ZSCAN26 SMUG1 MAPK13 GTDC1 ZXDA KLK4 IGF2BP1 VPS13B FURIN MIP NCEH1 TRAPPC3 LEPROT GRM5 DEPDC5 TPCN1 NMNAT2 EOGT CREB3L2 CENPO INKA2 BTF3L4 GRID2 ARNTL2 GYG2 PACSIN1 GLG1 KANK2 MOB3A SLC36A3 MARK2 ZNF365 CACNG7 IMPDH1 ZNF385A DNAJC8 ORAI2 COG5 MPP2 WFDC1 PKP1 SYT2 FTCD GDF11 FNIP1 AIFM1 NFASC CDK2AP1 ODAPH DHH CDH1 UBE2D4 TOMM40L POU2F2 SOX4 VAMP1 ANKS4B CS TMEM63C ZNF674 CADM3 MPIG6B NACC1 AIF1L FNDC5 KIAA0513 DACT2 RIMS3 CD164 COL11A2 GNL3L CDC20B SARDH CBX5 EFNB3 SLC6A11 ABCG4 OSBPL1A EIF4EBP2 SORBS3 RBM23 ATF7IP2 BACH2 SH3BP2 NCKAP1L CES4A P4HA1 SYPL2 TXNDC12 PI3 PURG MAP3K13 ATF7 PAQR4 RNF114 PPIE GM2A CES5A TSPAN31 EXPH5 KHDRBS1 RPH3AL ATF6 VAMP2 NOVA2 CUX1 AGPAT1 COPS7B MAML1 SLMAP MRPL30 NFAT5 PDLIM7 RRP15 ALS2 DAGLA FAM155A HERC3 MUCL3 NAV1 SKI SART1 USP54 PRKCA JPH4 VAT1 TEX261 NSG2 APOBEC3F ZNF177 CALCR GNAO1 TCTN2 GPLD1 ZHX3 SLC4A8 LRRC59 PSMB2 AP000251.1 CTNNA3 NRF1 FOXP4 NCR3LG1 SHISA6 ARF5 FBXL20 SHOX SNU13 EFCAB2 FUS ELK1 STK25 ARHGEF11 ABHD4 NRIP2 NOS1 SENP5 PTPRB SHISA7 DTX4 PPIL3 MTFMT CYP1A2 SIDT2 MYO1D NEK2 TNFSF9 KCND1 MASP1 SOGA1 SYT15 NDST1 NDUFA10 PCBD2 THBD CPLX2 ACTR3B SLC2A4 TBL2 TMEM14B HNF4A GNPNAT1 MAT2A ZNF497 HRH2 PLXNA4 TMEM164 HOXC10 ZNF814 MAVS CCND3 CNEP1R1 NECTIN1 ISLR SCG2 BMP8A CRTC2 XPO4 RNF103 JPH2 TMTC1 PAPOLG POU2AF1 TRAF3IP2 SULT1E1 AVL9 CYP20A1 RBM19 CGNL1 ZNF619 TMED10 FGFBP3 ZNF544 SLCO2A1 GNAT1 SLC35F6 ARGFX FAM102A DENND2B PPM1F ZNF554 CPNE4 PFN2 ANO6 IQGAP1 IGFBP5 NANP LPIN3 ZDHHC15 APOL6 TMEM239 BAZ2A ANKRD54 LDLRAP1 ARG2 TEAD2 SPINDOC CLSPN RMND5B EEF2K KCNJ3 PPP1R11 TBC1D20 SUSD5 LZTS3 ZNF501 ZNF572 PAX7 FOXK1 ERLIN2 VPS25 RAB21 ATXN2L SV2C PNPO IQSEC1 RAB35 HP1BP3 DBP MYOZ2 KCNJ6 IDS ASPG PACS1 BAK1 GAB2 PRND VIRMA RBMS2 WDR64 PLEKHA5 HECTD4 SYNGR1 HUNK SRGAP1 FBN2 PRR12 RALB EPS15L1 ARID2 GRIP2 SP8 SDK1 MYO10 SCAI HPDL ATXN7L3 BLOC1S3 ZNF559-ZNF177 ARL6IP5 PDLIM2 ZNF354C STK39 TNRC6A RPL15 A1BG LRP4 MIR3120_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3120_3P IPO5 SIKE1 C2CD6 PDE4B GAB1 ERBIN PDPN GNB1 MEI4 NEDD4L HOMER1 GRIK3 WNK3 GPD2 GZF1 MAPK8 PAF1 RALGPS1 ANK3 NR3C1 SLC39A14 AKAP1 PEAK1 PDK3 TMEM9B CUL3 DCUN1D4 TBR1 ARPC5 TMEM61 PTBP3 KLHL13 ZC3H11A SLFN13 GSE1 FBXL3 OGFRL1 SECISBP2L METTL8 SCAF4 ENC1 ZNF546 RBM12 TTC39A CRIPT EID1 TBPL1 RNF32 TCF7L2 CNIH4 MMADHC EFR3A ADAM23 ZNF706 RAB2B DPM1 CEP97 TGIF2 IKZF2 SPDYE3 IRAK4 ETV1 ZNF608 TUBE1 RBL2 SLFN11 GAB3 CNKSR2 RRAS KRIT1 STXBP5 IAPP ETF1 ARID1B SORBS1 TAF9B MBNL1 GCSAML CEP20 PHF3 OLFM3 SPAG9 KIAA1143 G3BP2 UBE2K LRIT3 VAPB CCNT2 ARF6 KIAA1217 EPM2AIP1 BAZ1A CELF2 TMEM255A PEG10 ZFYVE28 ZDHHC17 EBAG9 PTPN11 WFDC12 GTF2A1 FBXO45 EGFL8 CNBP PRTG PRKAR2A GYG1 MYH9 FOXN2 PEX5L ZBTB43 APBB2 ARHGAP20 EIF4E SLC16A1 PXYLP1 ASAH2B PRKAR1A MAF FKBP1B DPH3 TAT FAM43A EIF4EBP2 DOCK8 HS2ST1 ATL2 SBNO1 WEE1 PDE1C ZNF704 MYNN ADNP FGF8 TRIP12 MAP2 SMG7 FBXO30 CFAP65 C18orf32 KIAA2026 SSH2 ASAH1 CXCR4 S100PBP NKX2-5 RASA1 KIF1B SPG21 PAK2 HIC2 CEBPZ RPL17-C18orf32 MDFI CLDN12 VDAC1 GPATCH2L GDAP2 NRAS USP37 SRSF3 DAGLA TTC30B DNAJC6 AFF1 SMAD1 PPP4R1 GPATCH8 USP14 TLE4 SLC30A4 PLEKHA3 MRTFB MCM3 DCAF1 THAP12 LYSMD2 ELFN1 ZMYND19 JPH1 USP31 CNTFR SKIL SUMO3 EDRF1 ZC2HC1A ETV5 SERPINE2 ADIPOR2 ARF3 EPC1 DDA1 MSI2 USP9X TRANK1 MIDEAS FAM174A VAPA WDR26 THBS2 SLBP ADGRL3 TAOK1 COL12A1 GLI3 ZNF620 NCK1 BMP6 ZFP28 KIAA1549 PCDH19 ZBTB10 ZC3H12C TGDS RIC1 MRPL44 STAT3 ARFGEF1 TRIB2 PDGFB CLOCK ACKR4 CTNNB1 NDRG4 STAG1 OTUD1 ENPP1 ALKBH1 MTMR4 SYT15 TANC2 TARDBP SCN8A NRCAM ZNF662 UBE2I ABCC5 CA10 ARL6IP1 MARCHF5 CROT TGFB2 APC RAB14 GNAI3 SURF4 PLAG1 CDK6 SPTLC2 SYNJ1 UNC5C INSIG2 STK17A HACD3 UGCG BBX SMARCAD1 KIF21B ZFPM2 MEX3C RTF1 STMN1 POTEM PTGDR2 PLEKHA8 RBMS1 ARIH1 ARRDC3 KRT86 SNX29 GPR180 RPA3 ZNF879 SLC5A1 CLTC IL12B POLQ NPAT SRGAP3 FOXD2 RBX1 MEF2A ATAD2B CD2AP SLC7A2 FEM1C NAA50 SH3PXD2A UNC93A TLR8 NR2E1 SOCS7 ACAP2 EPG5 GRIA4 SLC7A14 DICER1 SLC35F5 IDS ZNF142 LIN28A RSF1 SYT3 TNRC6B HIF1A KIF13A RSBN1 COL6A5 AAK1 AKIRIN2 NLK CTNND2 PPM1K KMT5B NYAP2 RNMT RNF166 ZBTB39 ABTB2 ANK2 TMEM60 TUBB3 SRSF2 MED21 PTPRJ CAPN7 CAB39 NUFIP2 CREBRF DOCK10 POU4F2 HTR2A KAT6A GLCE CENPQ MYO10 SCAI AUTS2 CACNB2 CYP4Z1 ASXL3 N4BP2 MTMR9 WASL PRKAG2 SYNJ2BP MIR4295 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4295 ESR1 SYBU MDM4 SIX4 TMEM159 LGALSL ZNF217 CPEB1 CBX6 CAPRIN2 RAI2 RACGAP1 FERMT2 IMPDH1 OTUD3 SMARCD2 MACIR DCAF8 MIER1 BMT2 PAK6 ARAP2 IL1RAP TNRC6C TANC2 LRP8 SAR1B LPGAT1 DICER1 FBXO28 MAP3K12 ACBD5 SLC44A1 CGGBP1 CBY1 USP28 ROBO2 BAG5 JADE1 DNAJC16 AGFG1 RTCA PRUNE2 TGFBR2 ACSL4 LONRF3 ZNF3 ACVR1 BLCAP MAPK1 ABCC5 DNAL1 ARL6IP1 CPEB3 RBBP8 TGFBR1 MYBL1 RBM25 LY75 FASTK TMEM50B AGO1 ERBIN ZBTB20 SERBP1 MSMO1 SH3D19 SECISBP2L PRKD3 WDR20 LDLRAD4 VPS37A AKAP11 C2orf15 CDK19 ATG16L1 ARHGAP12 JARID2 MEMO1 PAN3 TAFA1 ITPRIPL2 NECTIN3 DGKE TBL1XR1 SALL3 TES FUT9 SLAIN1 PPARG CCNY TSHZ1 RALGPS2 PHF12 TSC1 WDR47 FMR1 RUNX3 TET3 KLF7 CEP170 LMLN UBXN2B RO60 HCFC2 VGLL4 MBNL1 CNOT6 KIAA1191 ARHGEF4 FOSL1 ENPP5 PSAP ZNF862 DLL1 DLG5 STX6 PLCB1 CFL2 USP33 CYSLTR1 TLCD3A RNF38 ARHGEF26 ADAM12 PHF14 ACBD3 RNF216 DSG1 NABP1 RAP2C CYP2U1 TOGARAM1 MET G0S2 USP13 YTHDF2 SPATA2 TMOD1 PTP4A1 GJA1 ERCC4 RAB5A LRIG1 EOGT CENPO CBFB MLLT6 SNX31 ZBTB4 IL15 SEL1L3 PDIK1L CD69 RAB12 BTF3L4 CAMSAP2 FSD1L SNX2 SMOC1 MIGA1 EGLN3 CCDC126 APPL1 LSMEM1 PIK3C2A FZD6 ZNF594 PHACTR2 PIGA NCKAP5 HEG1 ZFYVE26 GAREM1 BTAF1 PMEPA1 UBB CNOT7 TSPOAP1 ABCB7 SPART NPNT ZNF107 RRAGD DSEL ATP12A ATP6V1B2 WNK1 DDX6 SLMAP ZBTB18 G3BP2 EPC2 CLIP1 BAHD1 ZEB2 USP8 SZRD1 PPP1R15B LRP2 CALM2 CLTC POU3F2 ARHGAP1 PLAA DCUN1D3 STIM2 CHD5 IRF1 RFX7 FIBIN PEX5L SPTY2D1 CASD1 TRPC3 FYN RTN1 MDFIC MPHOSPH9 LCORL GADD45A CD2AP SKIDA1 DLC1 CLCN3 MAF ATG14 ZFYVE9 FRMD6 EBF3 HSPA8 CCDC6 PIK3CB FMC1 WEE1 ABRAXAS2 RAB30 CHST1 NRBF2 NEUROG1 BRWD3 ASXL2 FBXO48 SNX5 IGF1 THSD7A ULK2 MMGT1 FAM104A DIAPH3 EREG PIP4P2 PTPRG BMP3 BTBD7 MID1IP1 ANKIB1 HPRT1 C16orf70 PSD AGO4 SERINC3 VPS13D FAT3 ING2 DYNC1LI2 HS3ST5 EIF4E2 SHANK2 NFIA EDN1 RAD51B NACC2 EMX2 CNOT4 BTG1 KCNA4 PURG ADGRB3 KIF13A TEX2 KDM2A UBA3 ITPR1 WDR33 TFCP2L1 NPEPL1 R3HDM1 TRIM2 ADCY1 ACSL1 INO80 SBNO1 CBLB OSBPL6 SCUBE3 AAK1 AKIRIN2 FAM155A HOXD1 SBF2 CRACD AKAP1 CLCN5 AR LDLR CSMD1 NFIB WDFY3 BMPR2 NSD3 PGM2L1 RAPGEF4 INSIG1 PHF20 HIVEP2 BTBD3 DENND10 UBE2D2 MFSD6 SPHK2 GTF2H1 LRP12 BPTF SRSF2 HECA JMY SOS2 UBE2W PTPN4 SLC2A4RG ST8SIA5 NHLH2 RNF145 FOXF2 RASD1 SAMD8 ZNF609 MBD2 ERP44 FRZB TMEM250 HOXA3 ELK3 MBNL3 DAAM1 SLC6A6 BRWD1 SPEN MAP3K20 MTCL1 RPS6KA5 APCDD1 ST18 CUL3 ZMAT3 STON2 KMT2C SNIP1 KRTAP26-1 EPS15 DPYSL2 THOP1 MECP2 PCNX1 SPOCK1 TENT2 POU4F1 MIGA2 PRKAA1 LRRTM2 HECW2 PPFIA2 SYT6 KBTBD8 SOCS5 DYNLL2 NPAT PIKFYVE UBE3B DOCK3 CDS1 DENND4C ZNF800 PPP6R2 LRP4 PDZD11 ITGB8 ABHD3 DCBLD2 ARHGAP21 BHLHE41 MTMR10 SULF1 FSTL5 MB21D2 POP7 SFMBT1 LRP6 MIR4694_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4694_3P SYBU CREB5 TGIF1 FCHO2 SLC38A2 MEF2C TMCC2 IL6ST B3GALNT2 OMD LPAR1 CFLAR C21orf91 FGF14 LGI1 CMTM2 APAF1 CTNNA2 KDM2B HNRNPR ATF2 GLS VASH2 ZNF76 HJV RSAD2 SMARCA2 RASGRP3 GPATCH11 DLG1 PTPRS VPS8 RBBP9 SMAD5 PALM2AKAP2 DLC1 ZBTB10 TBPL1 VEPH1 CWC27 SMIM14 BRWD1 AMOT TMEFF2 SEPTIN2 ZDHHC23 ADAM23 DEDD GBP4 ACVR1C ABCC4 NFYC ZIC3 PWWP3B MOB1A TMEM128 CD274 TET3 PPP2R3A FAM160B1 SLC4A7 PRICKLE2 OPRM1 PPM1A PCNP SELENOP MARK1 MTX3 ADAM12 TMUB2 MYT1 FAM126B POLR1E ZNF567 PRLR RORA COL21A1 DET1 EIF2A SS18L1 RPRD1A SCN2A TAF9B LPCAT1 MAN1A2 SLC25A16 CEP20 METAP1D CEP43 CXXC4 MTR ABCB5 SEZ6L FBXO25 TNRC6B PRKACB C1orf21 FGF13 SGPP1 PRKAA1 TMEM182 TOMM20 NETO1 BCL11A RERE TPD52L3 CDH11 SPOCK3 CISD1 STAC ARID4B GABRA4 RBSN LCTL RAPGEF2 FKRP TASL SVEP1 SLC13A3 CAMK1D SYF2 CHIC1 ACVR2A DOCK7 SLC2A2 SLC10A7 DCUN1D3 MTSS1 GLRB DNAJC18 C2orf73 CAMK4 NEK4 MYSM1 SMNDC1 CYB5B TSHZ3 CNOT6L GIMAP8 KCNIP4 RDX HOXA1 BEND3 UBP1 MS4A1 SHOC2 HECW2 CD80 NTRK2 COG5 KRAS DLG2 DIDO1 ANXA5 RAB30 PTGR2 C1S PTPRG TOMM20L CASP3 EXPH5 AMER2 TMEM248 PAK2 NFAT5 CENPM NUP153 HOPX FRK TOX3 CCDC179 UBE2Q2 MAP2 DAZL CCDC170 NRIP1 CIBAR1 MESD IKZF1 DCP2 CACNG2 SKIL CCDC169 AIG1 TRHDE FBXL2 ANKRD20A4P KHSRP UBE2W ATP6V1D TMEM150A CAPZA2 NXT2 TPK1 F3 MAML3 GEM METTL21A STC2 MFAP1 ATP11AUN PANK3 SORL1 TAOK3 STOX2 LYZL1 PTPRB RCOR1 ZC3H12C ACBD7 FXR1 ARL15 CLOCK TMEM94 CAMTA1 PCSK5 OTUD1 RANBP9 CCR1 RGS8 TANC2 LYZL2 HMG20A PLEKHF2 NIPBL HSD17B13 AUTS2 NEIL3 SLC6A8 TIAL1 IFIT1B CPD TNPO1 TM9SF3 ADAM7 DNAJC22 SLC12A2 WT1 DCK YIPF6 CNDP1 LPCAT2 ERRFI1 DHX35 ARPC2 XBP1 FAM172A SYNJ1 ARSJ EIF2AK3 KNOP1 CDK5R2 WAC CHST9 WIPF3 SEC23A GMNC G3BP2 MAP3K1 ERGIC1 AMMECR1 CLMP NEUROD1 CCDC186 RFX7 GOLGA1 VPS53 CLCN3 ELL2 PSMA7 EBF3 GPC6 GTPBP10 RTKN2 ZNF441 LSM8 FAM180A VSX2 SCGB2A1 C11orf87 VSIG10 KDM5A CYLD RYR2 NEUROD4 MAP3K13 ANKRD20A1 HERC4 MBL2 AVPR1A CMTM6 RBBP5 PTPN4 PHIP CORO1C PRPF38B SGTB NUFIP2 MAP4K2 SOS1 MED1 MAGEB18 LIX1 KLC1 GPSM2 ANKRD20A2P PLEKHA5 EXOC5 MFSD8 TECRL MIR3059_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3059_5P MTTP TRMT1L ADAM22 YY1AP1 UBN2 PALM2AKAP2 CUL2 SETX PSMA8 DNAJB4 MID1 DYNLT1 CTBP2 ETS1 ANKRD28 RELB A1CF RUNX1T1 CCDC198 PLA2G12B ZDHHC3 PPFIA2 IFI27 NUDT9 SLFN13 GRIP1 ZNF534 ERICH1 EPHA3 PSD3 ZNF326 ZBTB20 SH3D19 UBASH3B LHX6 SSH2 DSC3 ABR DIO2 ELAVL4 CRCP CRACR2A CAVIN1 IL7R SEC14L4 EBF1 CADM2 RBM41 ZNF426 HMGXB4 GPR161 GRIA1 NRXN3 NRG3 SPATA31C1 OPRM1 ANKRD17 UGT2A1 NDRG2 ZKSCAN1 MRE11 TRAF3 ZNF254 SLC22A5 CER1 RAP1GAP2 PLOD2 CFAP91 NTNG1 RAP2C ZNF559 VSTM4 EEF1A2 ACSL1 FZD1 MBNL1 GUCY1A2 ATG13 NAA40 SGMS2 CXXC4 ZSCAN31 ATP10B SLC43A1 FHL1 NRXN2 TNRC6B CLDN18 LDLRAD1 ARFGEF3 SPATA31C2 ATP2A2 LMAN1 CAMK2G DCLK1 MLX CREBBP SENP8 KATNA1 RNF182 ZNF607 GSPT1 RBFOX2 HTR1F PPP1R15B PRTG DPYSL2 ASPH ARHGAP9 LYST IGF2BP2 ERBB3 CHIC1 GABARAP EHF TTL GTF2I SETD6 ZFP30 RBMS3 BHLHE22 LCP1 MON2 UGT2A2 GRAP2 RBM15 TMEM207 CREG1 SPIC VPS37A FAM43A COMMD3 EIF4EBP2 IDNK DIS3 ZNF420 ZNF704 SYPL2 NRBF2 NTRK2 CDC42 ABHD10 MAOA SDHD PTCHD4 SS18 NMNAT1 GSK3B CIT CXorf38 DNMT3A MRPL33 SPTB MAPK10 FAM155A MAPRE1 PPP3R2 SPAST PKNOX2 PKHD1 FZD7 TFAM TBC1D16 TYW1 ZNF521 PPHLN1 TMEM169 TCAF1 DEPTOR CELSR2 KIF5B ANTXR2 EMC3 DCAF5 RAB3IP MAPRE2 GLI2 SRPX2 BRWD1 CDK5RAP3 ADGRL3 BRINP1 ZNF90 NUDT16 GRIA3 SUGP2 SENP6 NIBAN1 SOCS5 ANKRD29 XRRA1 RIMS2 XKR6 GNB4 NR1D2 ATP8B2 GOLGA4 RAB33B FSTL5 MIB1 XPO7 FOXJ2 ZNF431 WDR76 LPGAT1 OTULIN CLGN SPTLC1 NEMF SPATA5 SOGA3 FAM120AOS MACO1 CCN4 ENPP2 RWDD4 CNEP1R1 CDH8 TOP1 HSD17B12 ANO5 PRRX1 ZNF606 VTI1A XPO4 JPH2 TTI2 ADM PIGX RUVBL1 HOXA9 CSRNP3 KBTBD11 CHST2 SH3TC2 PRLHR NABP1 EPM2A USP38 YTHDF2 FBLN1 UGGT1 MPST UHRF1BP1 CCL15 FN3KRP MAP4K5 IGFBP5 PBX1 RNF165 GPR180 ANO6 MRPS14 MAP3K20 PRPS1 MOSMO MED13L ZC3H11A EDNRB RUNDC3B NEMP2 FDX1 UBE4A AP1G1 ATP10D MED13 SHOC2 ZNF624 PCNT AGAP1 CRISPLD2 MCOLN3 RREB1 ZNF384 EIF4EBP1 MRPL50 FAM102B STK38L TRIM10 CEP126 ARHGEF33 FGF5 PCLO SREK1 PDCL ETAA1 FZD4 VASP FBN2 PABPN1 NUFIP2 TFAP2B SDC3 POMT2 CNTN3 ZIC2 NR4A3 LYRM7 SLC38A5 USP34 ADD2 FBXO40 SS18L2 HRG LARP1 ZNRF3 MIR301A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR301A_3P ESR1 PXK SYBU MDM4 SIX4 TMEM159 LGALSL ZNF217 CPEB1 CBX6 CAPRIN2 RAI2 RACGAP1 FERMT2 IMPDH1 OTUD3 SMARCD2 MACIR DCAF8 MIER1 BMT2 PAK6 ARAP2 IL1RAP TNRC6C TANC2 LRP8 SAR1B LPGAT1 DICER1 FBXO28 MAP3K12 ACBD5 SLC44A1 CGGBP1 CBY1 USP28 ROBO2 BAG5 JADE1 DNAJC16 AGFG1 RTCA PRUNE2 TGFBR2 ACSL4 LONRF3 ACVR1 BLCAP MAPK1 ABCC5 DNAL1 ARL6IP1 CPEB3 RBBP8 TGFBR1 MYBL1 RBM25 LY75 FASTK TMEM50B AGO1 ERBIN ZBTB20 SERBP1 MSMO1 SH3D19 SECISBP2L PRKD3 WDR20 LDLRAD4 VPS37A AKAP11 C2orf15 CDK19 ATG16L1 ARHGAP12 JARID2 MEMO1 PAN3 TAFA1 ITPRIPL2 NECTIN3 DGKE TBL1XR1 SALL3 TES FUT9 SLAIN1 PPARG CCNY TSHZ1 RALGPS2 PHF12 TSC1 WDR47 FMR1 TET3 KLF7 CEP170 LMLN UBXN2B RO60 HCFC2 VGLL4 MBNL1 CNOT6 KIAA1191 ARHGEF4 FOSL1 ENPP5 PSAP ZNF862 DLL1 DLG5 STX6 PLCB1 CFL2 USP33 CYSLTR1 TLCD3A RNF38 ARHGEF26 ADAM12 PHF14 ACBD3 RNF216 DSG1 NABP1 RAP2C CYP2U1 TOGARAM1 MET G0S2 USP13 YTHDF2 SPATA2 TMOD1 PTP4A1 GJA1 ERCC4 RAB5A LRIG1 EOGT CENPO CBFB MLLT6 SNX31 ZBTB4 IL15 SEL1L3 PDIK1L CD69 RAB12 BTF3L4 CAMSAP2 FSD1L SNX2 SMOC1 MIGA1 EGLN3 CCDC126 APPL1 LSMEM1 PIK3C2A FZD6 ZNF594 PHACTR2 PIGA NCKAP5 HEG1 ZFYVE26 GAREM1 BTAF1 PMEPA1 UBB CNOT7 ABCB7 SPART NPNT ZNF107 RRAGD DSEL ATP12A ATP6V1B2 WNK1 DDX6 SLMAP ZBTB18 G3BP2 EPC2 CLIP1 BAHD1 ZEB2 USP8 SZRD1 PPP1R15B LRP2 CALM2 CLTC POU3F2 ARHGAP1 PLAA DCUN1D3 STIM2 CHD5 IRF1 RFX7 FIBIN PEX5L SPTY2D1 CASD1 TRPC3 FYN RTN1 MDFIC MPHOSPH9 LCORL PXYLP1 GADD45A CD2AP SKIDA1 DLC1 CLCN3 MAF ATG14 ZFYVE9 FRMD6 EBF3 HSPA8 CCDC6 PIK3CB FMC1 WEE1 ABRAXAS2 CHST1 NRBF2 NEUROG1 BRWD3 ASXL2 FBXO48 SNX5 IGF1 THSD7A ULK2 MMGT1 MCTP1 FAM104A DIAPH3 EREG PIP4P2 PTPRG BMP3 BTBD7 MID1IP1 ANKIB1 RUNX3 HPRT1 C16orf70 PSD AGO4 SERINC3 VPS13D FAT3 ING2 DYNC1LI2 HS3ST5 EIF4E2 SHANK2 NFIA EDN1 RAD51B NACC2 EMX2 CNOT4 BTG1 KCNA4 PURG KIF13A TEX2 KDM2A UBA3 ITPR1 WDR33 TFCP2L1 NPEPL1 R3HDM1 TRIM2 ADCY1 ACSL1 INO80 SBNO1 CBLB OSBPL6 SCUBE3 AAK1 AKIRIN2 FAM155A HOXD1 SBF2 CRACD AKAP1 CLCN5 AR LDLR CSMD1 NFIB WDFY3 BMPR2 NSD3 PGM2L1 RAPGEF4 INSIG1 PHF20 HIVEP2 BTBD3 DENND10 UBE2D2 MFSD6 SPHK2 GTF2H1 LRP12 BPTF SRSF2 HECA JMY SOS2 UBE2W PTPN4 SLC2A4RG ST8SIA5 NHLH2 RNF145 FOXF2 RASD1 SAMD8 ZNF609 MBD2 ERP44 FRZB TMEM250 HOXA3 ELK3 MBNL3 DAAM1 SLC6A6 BRWD1 SPEN MAP3K20 MTCL1 RPS6KA5 APCDD1 ST18 CUL3 ZMAT3 STON2 KMT2C SNIP1 KRTAP26-1 EPS15 DPYSL2 THOP1 MECP2 PCNX1 SPOCK1 TENT2 POU4F1 MIGA2 PRKAA1 LRRTM2 HECW2 PPFIA2 SYT6 KBTBD8 SOCS5 DYNLL2 NPAT PIKFYVE DOCK3 CDS1 DENND4C ZNF800 PPP6R2 PDZD11 UBE3B ITGB8 ABHD3 DCBLD2 ARHGAP21 BHLHE41 MTMR10 SULF1 FSTL5 MB21D2 POP7 SFMBT1 LRP6 MIR301B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR301B_3P ESR1 PXK SYBU MDM4 SIX4 TMEM159 LGALSL ZNF217 CPEB1 CBX6 CAPRIN2 RAI2 RACGAP1 FERMT2 IMPDH1 OTUD3 SMARCD2 MACIR DCAF8 MIER1 BMT2 PAK6 ARAP2 IL1RAP TNRC6C TANC2 LRP8 SAR1B LPGAT1 DICER1 FBXO28 MAP3K12 ACBD5 SLC44A1 CGGBP1 CBY1 USP28 ROBO2 BAG5 JADE1 DNAJC16 AGFG1 RTCA PRUNE2 TGFBR2 ACSL4 LONRF3 ACVR1 BLCAP MAPK1 ABCC5 DNAL1 ARL6IP1 CPEB3 RBBP8 TGFBR1 MYBL1 RBM25 LY75 FASTK TMEM50B AGO1 ERBIN ZBTB20 SERBP1 MSMO1 SH3D19 SECISBP2L PRKD3 WDR20 LDLRAD4 VPS37A AKAP11 C2orf15 CDK19 ATG16L1 ARHGAP12 JARID2 MEMO1 PAN3 TAFA1 ITPRIPL2 NECTIN3 DGKE TBL1XR1 SALL3 TES FUT9 SLAIN1 PPARG CCNY TSHZ1 RALGPS2 PHF12 TSC1 WDR47 FMR1 TET3 KLF7 CEP170 LMLN UBXN2B RO60 HCFC2 VGLL4 MBNL1 CNOT6 KIAA1191 ARHGEF4 FOSL1 ENPP5 PSAP ZNF862 DLL1 DLG5 STX6 PLCB1 CFL2 USP33 CYSLTR1 TLCD3A RNF38 ARHGEF26 ADAM12 PHF14 ACBD3 RNF216 DSG1 NABP1 RAP2C CYP2U1 TOGARAM1 MET G0S2 USP13 YTHDF2 SPATA2 TMOD1 PTP4A1 GJA1 ERCC4 RAB5A LRIG1 EOGT CENPO CBFB MLLT6 SNX31 ZBTB4 IL15 SEL1L3 PDIK1L CD69 RAB12 BTF3L4 CAMSAP2 FSD1L SNX2 SMOC1 MIGA1 EGLN3 CCDC126 APPL1 LSMEM1 PIK3C2A FZD6 ZNF594 PHACTR2 PIGA NCKAP5 HEG1 ZFYVE26 GAREM1 BTAF1 PMEPA1 UBB CNOT7 ABCB7 SPART NPNT ZNF107 RRAGD DSEL ATP12A ATP6V1B2 WNK1 DDX6 SLMAP ZBTB18 G3BP2 EPC2 CLIP1 BAHD1 ZEB2 USP8 SZRD1 PPP1R15B LRP2 CALM2 CLTC POU3F2 ARHGAP1 PLAA DCUN1D3 STIM2 CHD5 IRF1 RFX7 FIBIN PEX5L SPTY2D1 CASD1 TRPC3 FYN RTN1 MDFIC MPHOSPH9 LCORL GADD45A CD2AP SKIDA1 DLC1 CLCN3 MAF ATG14 ZFYVE9 FRMD6 EBF3 HSPA8 CCDC6 PIK3CB FMC1 WEE1 ABRAXAS2 CHST1 NRBF2 NEUROG1 BRWD3 ASXL2 FBXO48 SNX5 IGF1 THSD7A ULK2 MMGT1 MCTP1 FAM104A DIAPH3 EREG PIP4P2 PTPRG BMP3 BTBD7 MID1IP1 ANKIB1 RUNX3 HPRT1 C16orf70 PSD AGO4 SERINC3 VPS13D FAT3 ING2 DYNC1LI2 HS3ST5 EIF4E2 SHANK2 NFIA EDN1 RAD51B NACC2 EMX2 CNOT4 BTG1 KCNA4 PURG KIF13A TEX2 KDM2A UBA3 ITPR1 WDR33 TFCP2L1 NPEPL1 R3HDM1 TRIM2 ADCY1 ACSL1 INO80 SBNO1 CBLB OSBPL6 SCUBE3 AAK1 AKIRIN2 FAM155A HOXD1 SBF2 CRACD AKAP1 CLCN5 AR LDLR CSMD1 NFIB WDFY3 BMPR2 NSD3 PGM2L1 RAPGEF4 INSIG1 PHF20 HIVEP2 BTBD3 DENND10 UBE2D2 MFSD6 SPHK2 GTF2H1 LRP12 BPTF SRSF2 HECA JMY SOS2 UBE2W PTPN4 SLC2A4RG ST8SIA5 NHLH2 RNF145 FOXF2 RASD1 SAMD8 ZNF609 MBD2 ERP44 FRZB TMEM250 HOXA3 ELK3 MBNL3 DAAM1 SLC6A6 BRWD1 SPEN MAP3K20 MTCL1 RPS6KA5 APCDD1 ST18 CUL3 ZMAT3 STON2 KMT2C SNIP1 KRTAP26-1 EPS15 DPYSL2 THOP1 MECP2 PCNX1 SPOCK1 TENT2 POU4F1 MIGA2 PRKAA1 LRRTM2 HECW2 PPFIA2 SYT6 KBTBD8 SOCS5 DYNLL2 NPAT PIKFYVE DOCK3 CDS1 DENND4C ZNF800 PPP6R2 PDZD11 UBE3B ITGB8 ABHD3 DCBLD2 ARHGAP21 BHLHE41 MTMR10 SULF1 FSTL5 MB21D2 POP7 SFMBT1 LRP6 MIR6721_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6721_5P ASIC2 PRDM16 CASTOR2 BCL2L13 CBX6 DMTN YY1AP1 MAX GRM4 PDPK1 ZNF622 TRIOBP RGS5 TMCC2 MYO1C NCSTN TMPRSS4 LIMD1 VGLL2 FAM155B ADGRE1 TREM1 PARP3 SLC6A9 PRRC1 DERL3 CACNA1C ZDHHC18 PITPNM2 THRB TEC SLC8A3 TSPAN9 VANGL1 ZDHHC3 LINGO1 RASA4 SLC7A8 INA NAA60 RAB43 LHX6 TGM6 CPSF4 SMYD5 PALM2AKAP2 KIRREL1 IKZF3 VEPH1 ITM2C CSF1 KLK6 CYP26B1 RTN3 SEPTIN9 PSMF1 DBNDD1 PIK3R2 NFIC RBM14-RBM4 ATP6V0A1 STX1B PLEKHG5 EPHA10 SLC26A6 SMIM2 CASP7 ZFAT ASTN1 TRAF3 TMUB2 FMOD THRAP3 CD276 C12orf43 PPFIA3 PHYHIP WDR5B CHMP1A PPM1G PLPPR2 RBM4 KIF17 KSR1 CAMKK1 FAM53A MARK2 IGF2 LASP1 TNRC6B NGEF PRX SRRM4 SLC6A17 TMCC3 KIF21B LMX1B GALNS NFASC LRTM2 HAP1 NCAN ZFYVE28 CDHR3 TGFA ZNF112 TXNDC5 TUBA8 CAPN5 ETV3 GSPT1 CAMK2A PDE2A CLEC4E SCN4B CADM3 C19orf47 WDTC1 CDK16 P2RY2 NAT8L C9orf16 RAB3B CAMK4 PHACTR2 SEMA4B ERAL1 PACS2 STX1A CRHR1 KIF3C CHMP5 ANKS1A EFNB3 GATAD2B ABCG4 CALM3 LCE5A CNNM4 SLC25A22 ELFN2 ANKRD46 SPRY4 SORCS2 VAV2 PAX4 ELN GDF15 SCNN1A TBC1D13 AMT RASSF5 LMF2 FAM193A TLN1 PRR14L C1QTNF6 SRSF3 FCHSD1 DAGLA SRF FAT2 VPS53 TRIM62 TCF20 DIP2C ARHGAP19 USF2 DPEP2NB ATG7 NDEL1 PACSIN1 COQ6 TRIAP1 FKBP11 PEA15 FNTB VPS72 CELSR2 ZNF512B DMRTA2 NGB PPP1R9B BICRAL ARF3 KRT6B GNAO1 BAALC PKNOX1 RASL10B MLC1 TOMM7 SLC4A8 ZNF609 DCAF7 YKT6 SHISA6 C1orf35 C14orf28 CDH24 MAPK8IP3 MGLL TMEM86A TGM2 SORL1 MAFK MECP2 NAPG FLT4 CSRNP1 CCDC177 ZER1 SPNS2 SIDT2 ACP7 AP000439.2 CALHM1 MTUS2 CNOT2 SOGA1 DCHS1 SCN8A NPLOC4 MLXIP EHD2 CPLX2 RAVER1 LRRC27 ADAMTS4 ETV3L SERPINH1 POM121L12 FBXO41 MAVS SPRN UBE2QL1 NECTIN1 RAB1B GLCE ZFP41 RNF5 NPTXR HMGA1 APH1A WDR5 SMARCD1 MAF1 MAPKAPK2 RAB2A GSPT2 KLF13 PKD1L2 CALN1 DDX60L PDE6G WNT4 C10orf90 CNGB1 TMEM201 FAM102A STK35 KCNC1 MYRF NDUFA4L2 SSR1 HEG1 DIRAS1 PPP1R16B SYNDIG1L FOSL2 H6PD MAP3K14 GPSM3 CBFA2T3 GPR180 ERGIC1 RELT HLA-DMA UCK2 WNK2 TTYH3 LZTS3 SH3PXD2A ZMAT2 STEAP3 CLDN19 HAAO HAS2 KIR2DL3 AGFG2 ATXN7L3 AGAP1 MDGA1 KCNJ6 RASA4B HRH3 CNBD2 NACC2 SLC31A1 KRT9 HID1 SLC6A19 DOT1L RIMS4 ARNT2 KMT2A AAK1 GFER PELI3 VAMP1 NATD1 CHGA ANKRD52 TROAP TMEM63B PHF8 SORT1 SRPRA STRN SOX13 GPR179 SPTBN1 TRPC5 GPR108 COL27A1 HIPK1 UNC119B MICALL1 SCN2B ACRBP SIGLEC5 SMPD3 SHB VMP1 MEGF6 KRT16 DOCK3 TXLNA RYBP LARP1 MIR4768_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4768_5P MBOAT2 ADAM22 SIKE1 SLC8A3 DLG3 PALM2AKAP2 IKZF1 GNB1 B3GALNT2 MBNL3 ZADH2 ZBTB7A VIP ZNF502 PDK3 CUL3 MAGI3 VPS13C ANKRD28 PMEPA1 CHD9 VANGL1 ZNF117 ZMYND8 GSE1 ZNF302 PSD3 CDH19 ZBTB20 SLC12A6 ENC1 ZNF808 ZNF761 PGF SPINK7 IL17RD CLEC4A SMIM14 ZSCAN22 ZNF317 TBL1XR1 FUT9 SLAIN1 ZNF138 CCDC88A NEURL1B HDAC8 CADM2 ZNF426 SPOP ZNF544 SLC6A2 PAPPA ZNF611 KCNT2 RIMKLB FGF23 CNKSR2 ZNF765 KRIT1 MYCL ZNF559-ZNF177 KIAA1191 MYT1 B3GLCT EGR3 ZNF670 GCLM ANKH ZNF440 ZNF135 MBNL1 LONRF3 CALML4 ENTPD1 ARL4C SPRY3 MID1 NFIX CDON PHYHIPL TNRC6B IDE SFTPB ARF6 BTRC BCL11A ZNF716 ZNF594 PTGES3 FAM131B FAF2 DGKG PEG10 RPS6KA6 SSUH2 HOXC6 POU2F2 ZBTB18 PCSK2 BCLAF1 ZNF415 RBFOX2 DNAJB9 ZNF655 PRTG EDA TRIM71 ABCC9 MAP1B RPP30 LTN1 CSGALNACT2 PPARGC1B CHD5 DIRAS3 ADRB2 GTDC1 ZNF493 RBMS3 ZNF268 LSAMP TGFBRAP1 TPT1 GCFC2 LGSN SLC22A15 LPP ZNF107 DDI1 ZNF420 CNNM4 SOBP TSC22D2 EPS8 MEF2A PLD5 CASP3 ZNF713 ZNF558 TRIM9 ZNF207 UHMK1 THG1L ZNF99 SIRT3 USP10 GATM ACSM2A ANO3 ZNF600 USP37 DTNA C22orf46 MTMR2 TPM3 ZNF57 TM4SF18 FRMPD4 ZNF708 ZNF124 ZNF816 C1QTNF3 PDE7B ZNF91 TCHHL1 SLC38A1 TOB2 EVC MYO3B PDE4D NNT KLHL5 TMEM87A ZNF718 TRAK2 SLC4A8 DCX RAB27B PIP5K1B ZNF626 LDB2 KIAA1549L ZNF257 ZNF714 VGLL3 ZNF468 SMIM21 FAM120A ZNF90 MAFK NFXL1 TTC31 RIN2 PATE1 STON2 HLA-DOA ZFP90 ZNF569 ZNF730 GALNT15 ZFP36L1 REEP3 FAM78A ARL15 ACSL3 ITGA4 COPS6 HAO1 ENPP1 CEP85L ZNF845 MSS51 BNC2 LPGAT1 CAVIN2 CYB561D2 AUTS2 SEMA3A LRRC7 TBCEL PLXNA4 PARD3B PPP2R5B SELENOT HNMT CDK6 MAP3K2 ZNF181 ZNF701 NF1 SLC17A3 ZNF844 ZNF711 EP300 SH3TC2 ZDHHC3 NEDD4L CDR2L ZFP14 EMX2 ACSM2B ZNF676 MEX3A ATP8A1 PPRC1 ZSWIM6 SLC39A8 DOK6 RNF165 ZNF763 RNF213 CLMP PPP5D1 SERTM1 RNF148 RDH12 TMEM170B ZNF705D CLVS2 SGMS1 KCNJ3 SRXN1 GPATCH2L PPP6R3 ADGRF1 SLC5A12 RIMBP2 SH3PXD2A ZNF888 DCP1B GPC6 FOXK1 ONECUT2 BLZF1 PLXNA2 ZFHX2 ATP6V1C1 PRKCB RAPH1 ZNF28 SLC30A7 PHLPP1 RSBN1 RTN4RL1 ZNF813 TMEM151B ZNF557 SBNO1 KMT2A AAK1 SLC7A11 DLAT IL20RB ZNF439 LTA ZNF682 IQCJ RAD54L2 LACC1 TAF11 ZNF578 ZFP1 LENG8 SLAIN2 SRP19 TOR1AIP1 ZNF189 NXPH2 SCAI SENP3 TMEM245 ZNF136 ASCL1 ADAMTS1 SEC61B QRSL1 ZNF721 CDK12 ZNF195 FANCL ZNF728 ZNF208 SYNJ2BP PURA ALDH2 MIR10399_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10399_5P TFPI2 PPP1R1B NIF3L1 OTUD3 C17orf75 ZNF281 UCHL5 LIPF KLF4 RSBN1L TMOD2 SPATA13 RPS6KB1 TRIQK ANKRD44 QKI CNTN4 SAFB MOB1B CACNB4 PPFIA2 A4GNT VASH2 ZNF367 KAT2B HECTD3 GSE1 BZW1 GCLC SLC35A3 LHX6 ZNF780A ZNRF2 ITM2B ST6GALNAC3 ARHGAP12 ZNF546 PTPRD CNOT2 DAB2IP TBPL1 CNR1 TBL1XR1 CPEB2 PTPN13 PRPF39 HTATIP2 THAP5 TAX1BP1 ZIC3 DHX36 HCN1 ABI1 SV2B LEMD3 LSMEM2 ELF3 EIF4G2 CREB1 REEP1 ETV1 SRSF10 PRICKLE2 GAPVD1 TRIM33 RNASE4 IGF2R SCN8A PEG3 METAP1 C2CD5 NTNG1 FAM126B TMEM230 STEAP2 LDHD ABI3BP GCLM PDE4D SGIP1 PRR15L GRIA4 IFIT1 ITSN1 CTTNBP2NL CUL2 EEA1 RAB5A SSMEM1 CEP20 RBM27 TLE4 CAMKK1 HMGB3 CAMSAP2 CHUK NT5C2 RAI14 ELOVL6 ROCK2 ASB1 BCL11A PPP5C RASSF8 ABL2 SLC23A2 MX1 GAREM1 RCBTB1 ARID4B PROX1 CTDSPL2 ZNF737 ABHD18 PRDM12 SNX10 METTL15 ANKRD22 PPP1R8 EIF5A2 HSPA13 TAF1 MYOCD NEK7 XRN1 TSPAN13 TMEM59 LCLAT1 MRPL51 COPS5 FGF9 ZBTB18 PHACTR2 SPG11 TBC1D19 TGFBR3 ZNF681 SETD5 VKORC1L1 COL5A2 HOXA1 SEPTIN7 MAGEA10 APPL2 RRM2 SFRP2 PTPRA FNDC3B MPP7 PLEKHM3 KRAS EMP2 RASGRP1 PPIE STAU2 RIMKLB CLCN3 NAMPT PEX14 DOP1B DLGAP1 NCSTN VDAC1 YBX1 UBE2B MAPK10 COL4A1 SLC2A13 HMMR DNAJC6 CPNE8 STK3 ANOS1 PPP6R3 CHRNA5 HMGB1 EIF4E RECK PHF20 UBE2D2 TRIAP1 FCHO2 FAM218A TFDP1 NCAPG2 SGK1 KLHL5 VGLL4 CAPZA2 MS4A15 MSI2 ARID1A DCAF7 NEGR1 ADAMTS5 CCSER2 ZNF780B ACP6 SHISA6 MTCL1 DYNC1H1 SCAMP1 NUP58 MAPK8 MAMLD1 SLC27A3 TUBB2B RNLS RAPGEF6 MTM1 MSX1 TAOK1 ALDH1A3 NF1 PHF6 LSM14A KCNN4 SCAF8 FBN1 MARK1 PCF11 SSR1 LCOR LARP6 PTPRB PTCH1 MEGF11 STON2 ZC3H12C ZNF569 SCAP ARFGEF1 NTN4 CCND3 ITGB8 RASAL2 RAB33B CTNNB1 NAA16 WIPF1 GPHN INTS12 PPP4R3A ENTPD7 CTTNBP2 SALL1 MAPK1 NR4A2 INPP5B ANKRD10 CDC73 TGFB2 GFPT1 SH3BP5 APC CHMP4B PTPN9 GRIK2 CDH8 IKZF5 TNFAIP1 SCG2 PLAG1 TMEM221 ERLIN1 LATS1 SLC12A2 TNFRSF19 GLCCI1 SFT2D1 HSPD1 DCK CYP20A1 PDE7A EDDM3A PTGES3 RTF1 ARSJ MAPK8IP1 ARIH1 NECAB1 TRA2B GPR180 CCDC102A SS18 ATP1A2 GJC1 PRSS12 PSME4 LSM11 CCDC186 SPTY2D1 OCRL ATAD2B HOOK3 GPR82 GPC6 SETMAR KHDRBS2 ONECUT2 MEF2C MED13 PROKR2 RAPH1 MEGF10 TLCD4 MPHOSPH6 MAN2A1 SHANK2 KIF13A SIAH1 FOXO1 RRAS2 CCSER1 FUNDC1 PLPPR5 RPS6KA3 AAK1 NLK TMCO3 RPGR NYAP2 BMPR2 NT5DC1 INO80D TMEM26 HIVEP2 CSE1L KLHL24 BMP7 ABTB2 IPO4 JAZF1 JMY ASPN PTPRJ ADAMTS3 TMEM236 SPTBN1 CYP27C1 NPAS2 COL11A1 PDS5B ELOVL5 DOCK10 SPP2 ZW10 PNRC2 KAT6A SCAI CNST SEC24A LRP1B CASK RNF138 RCHY1 STUB1 HAPLN1 AC055839.2 MIR3910 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3910 NUDT4 MBOAT2 PUS7 SELENOI DIP2B DMD ELAPOR2 FERMT2 ZNF281 SLC50A1 TCF3 KLF4 MYLIP TOMM34 RAB27A GZF1 RALGPS1 ARHGDIA AKIRIN1 ZNF101 QKI SEPTIN10 TARBP1 MECOM MAGT1 ZDHHC3 CCDC90B KIAA0586 CACNB4 ETNK1 TGFBR1 SLC7A8 EPHA3 ECRG4 FAM91A1 MIER3 ESRP1 DDX5 EML6 NR2C2 SUCLG2 ERMN GALNT13 CBLB CYTH3 ZNF706 CADPS CARMIL1 SERTAD3 MYLK SP1 REEP1 ZNF608 RAP2B PDLIM5 LPIN1 DPY19L2 GXYLT1 ADSL PIEZO2 MARCHF7 ATP6V0A2 CFL2 TNFRSF21 CCSAP ABHD3 AXIN2 PTPN12 PCOTH FGFR2 RALA RAB6A FAM126B GGA1 TMEM168 OSBPL3 RAP2C ZNF559 KLC1 DEPDC5 CREB3L2 NCOA2 ANXA7 CUL5 SLC4A7 CDON MRPL49 TBC1D9B NFIB SSH2 SIGMAR1 PLXNB2 AMOTL1 ROCK2 PCGF5 EDEM1 PIK3C2A GIT2 NR5A2 SNCAIP NAV2 C15orf56 RASSF8 PLAAT5 EYA4 SRPK2 ELOVL5 NFASC COL11A1 ARID4B KATNA1 ANKFY1 NR4A3 KLHL28 PRTG C2orf88 SP3 AIF1L PPDPFL TTL INSM1 FAR1 CD164 NFATC1 LCP1 CHSY1 SDC2 FAM122B BEX3 PTBP1 DCTN4 C16orf72 RECQL CWC22 CHD1 BEND3 BACH2 ELP6 GON4L P4HA1 RAB11A SLC31A2 CAPN2 ANXA5 PIK3CA CCDC50 BTC TMEM248 SLC1A4 HRH4 TMEM263 RHOG KCNK9 RXRA PPP3CA PRKD1 FLOT2 C5orf63 LYSMD3 RELA BBS9 MORC4 ITPR1 GRIN2A RRBP1 UBE2B MGA ESRRG JADE1 COL4A1 NKAPD1 KCTD8 OSBPL6 MAPRE1 ZNF322 SLC39A9 SLC30A4 MYCN KCNK2 CCL2 DENND1B PRRC2C ERMP1 PDCD5 ETV5 PTPN1 ADIPOR2 ANTXR2 IGFBP3 CYTL1 LRRC1 ANKRD12 NXT2 TMED1 NHLRC2 MBD2 STT3A SMYD3 NUDT3 ZNF503 AGL RICTOR PARP16 SNIP1 KIAA1671 ABCA9 TEAD1 C5orf24 GLI3 SLC16A1 BMP6 KCNS3 SLC35B2 KIAA1549 RGS9 CCDC68 CNTN1 SCN7A RCOR1 SLC6A6 PIGZ RIMS2 RBM44 MYZAP MYCL PPP2R2A HAL ETV1 RPIA FAM78A ARRDC2 LRP6 FARP1 MMD ZNF69 OTUD1 SOGA1 PDZD2 TANC2 SEMA6A PPP4R3B FZD8 CERT1 SAR1B SERPINB10 APBB2 ELK4 RAVER1 CEBPG TLL1 SLITRK6 LRRC7 NDFIP1 MINDY2 KLHL42 ANXA11 GLT8D1 RWDD4 PTPN9 SNX18 G3BP1 TNPO1 SURF4 PRRX1 ITPR3 COL8A1 RAI14 MAP3K2 TMEM132B TAF13 ARHGAP42 LZIC EED WASF1 CACNA2D1 TRIM36 ITGA11 CYP2U1 KATNBL1 MINAR1 IREB2 CDR2L AHR GRIA3 IGDCC4 EFNA5 MIGA1 ZFP36L2 MYRF MAPK14 NR3C2 RNF144A RNPC3 LRRC58 RBMS1 VSNL1 MTSS1 FANCF WIPF3 VCL MRTFB RNF165 TRA2B SUGT1 TP53INP1 OTUD4 SLC10A7 GOLM2 UCK2 PLEKHH1 UACA EIF3A RAB4A PDCD6 RYR3 ELL2 SNX30 ATP6V0E1 LRRC8C CDK6 RAP2A EBF3 CCDC6 GNA13 MYO1C MARCHF8 DNAJC1 RTKN2 CHST1 ANGPT1 BRWD3 FAM177A1 TECTB ULK2 UBA2 AGO4 TMEM178A SATB1 PAXBP1 KCNJ6 MAN2A1 HDAC4 TJP1 PGRMC2 BMPR1A NPTN SLC22A16 SEC13 STAC VAMP3 SLC31A1 USP48 ACSL1 RBM20 ATF7IP ACAA2 PTBP3 CYP3A4 KCNH7 FKBP15 RPS10-NUDT3 NEXMIF MFSD6 B4GALT1 CCDC28A KCNQ2 PRDM15 EFCAB14 JAZF1 BEND2 SNX4 ATMIN KLF7 ENPP4 VASP KLHDC10 KCNK10 PRKG1 PEA15 FRZB PALLD SPP2 SOS1 PPTC7 ZMAT3 USP14 BTBD10 KAT6A CNTN3 MYO10 FOXL2NB SEPTIN11 ISG20L2 ROR1 DMXL1 CASK FNDC3A ZDHHC6 MEIOC EPN2 TET1 PURA GPR37 MIR3666 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3666 ESR1 SYBU MDM4 SIX4 TMEM159 LGALSL ZNF217 CPEB1 CBX6 CAPRIN2 RAI2 RACGAP1 FERMT2 IMPDH1 OTUD3 SMARCD2 MACIR DCAF8 MIER1 BMT2 PAK6 ARAP2 IL1RAP TNRC6C TANC2 LRP8 SAR1B LPGAT1 DICER1 FBXO28 MAP3K12 ACBD5 SLC44A1 CGGBP1 CBY1 USP28 ROBO2 BAG5 JADE1 DNAJC16 AGFG1 RTCA PRUNE2 TGFBR2 ACSL4 LONRF3 ACVR1 BLCAP MAPK1 ABCC5 DNAL1 ARL6IP1 CPEB3 RBBP8 TGFBR1 MYBL1 RBM25 LY75 FASTK TMEM50B AGO1 ERBIN ZBTB20 SERBP1 MSMO1 SH3D19 SECISBP2L PRKD3 WDR20 LDLRAD4 VPS37A AKAP11 C2orf15 CDK19 ATG16L1 ARHGAP12 JARID2 MEMO1 PAN3 TAFA1 ITPRIPL2 NECTIN3 DGKE TBL1XR1 SALL3 TES FUT9 SLAIN1 PPARG CCNY TSHZ1 RALGPS2 PHF12 TSC1 WDR47 FMR1 TET3 KLF7 CEP170 LMLN UBXN2B RO60 HCFC2 VGLL4 MBNL1 CNOT6 KIAA1191 ARHGEF4 FOSL1 ENPP5 PSAP ZNF862 DLL1 DLG5 STX6 PLCB1 CFL2 USP33 CYSLTR1 TLCD3A RNF38 ARHGEF26 ADAM12 PHF14 ACBD3 RNF216 DSG1 NABP1 RAP2C CYP2U1 TOGARAM1 MET G0S2 USP13 YTHDF2 SPATA2 TMOD1 PTP4A1 GJA1 ERCC4 RAB5A LRIG1 EOGT CENPO CBFB MLLT6 SNX31 ZBTB4 IL15 SEL1L3 PDIK1L CD69 RAB12 BTF3L4 CAMSAP2 FSD1L SNX2 SMOC1 MIGA1 EGLN3 CCDC126 APPL1 LSMEM1 PIK3C2A FZD6 ZNF594 PHACTR2 PIGA NCKAP5 HEG1 ZFYVE26 GAREM1 BTAF1 PMEPA1 UBB CNOT7 ABCB7 SPART NPNT ZNF107 RRAGD DSEL ATP12A ATP6V1B2 WNK1 DDX6 SLMAP ZBTB18 SOX4 G3BP2 EPC2 CLIP1 BAHD1 ZEB2 USP8 SZRD1 PPP1R15B LRP2 CALM2 CLTC POU3F2 ARHGAP1 PLAA DCUN1D3 STIM2 CHD5 IRF1 RFX7 FIBIN PEX5L SPTY2D1 CASD1 TRPC3 FYN RTN1 MDFIC MPHOSPH9 LCORL GADD45A CD2AP SKIDA1 DLC1 CLCN3 MAF ATG14 ZFYVE9 FRMD6 EBF3 HSPA8 CCDC6 PIK3CB FMC1 WEE1 ABRAXAS2 RAB30 CHST1 NRBF2 NEUROG1 BRWD3 ASXL2 FBXO48 SNX5 IGF1 THSD7A ULK2 MMGT1 FAM104A DIAPH3 EREG PIP4P2 PTPRG BMP3 BTBD7 MID1IP1 ANKIB1 RUNX3 HPRT1 C16orf70 PSD AGO4 SERINC3 VPS13D FAT3 ING2 DYNC1LI2 HS3ST5 EIF4E2 SHANK2 NFIA EDN1 RAD51B NACC2 EMX2 CNOT4 BTG1 KCNA4 PURG KIF13A TEX2 KDM2A UBA3 ITPR1 WDR33 TFCP2L1 NPEPL1 R3HDM1 TRIM2 ADCY1 ACSL1 INO80 SBNO1 CBLB OSBPL6 SCUBE3 AAK1 AKIRIN2 FAM155A HOXD1 SBF2 CRACD AKAP1 CLCN5 AR LDLR CSMD1 NFIB WDFY3 BMPR2 NSD3 PGM2L1 RAPGEF4 INSIG1 PHF20 HIVEP2 BTBD3 DENND10 UBE2D2 MFSD6 SPHK2 GTF2H1 LRP12 CIT BPTF SRSF2 HECA JMY SOS2 UBE2W PTPN4 SLC2A4RG ST8SIA5 NHLH2 RNF145 FOXF2 RASD1 SAMD8 ZNF609 MBD2 ERP44 FRZB TMEM250 HOXA3 ELK3 MBNL3 DAAM1 SLC6A6 BRWD1 SPEN MAP3K20 MTCL1 RPS6KA5 LRRK2 APCDD1 ST18 CUL3 ZMAT3 STON2 KMT2C SNIP1 KRTAP26-1 EPS15 DPYSL2 THOP1 MECP2 PCNX1 SPOCK1 TENT2 POU4F1 MIGA2 PRKAA1 LRRTM2 HECW2 PPFIA2 SYT6 KBTBD8 SOCS5 DYNLL2 NPAT PIKFYVE DOCK3 CDS1 DENND4C ZNF800 PPP6R2 PDZD11 UBE3B ITGB8 ABHD3 DCBLD2 ARHGAP21 BHLHE41 MTMR10 SULF1 FSTL5 MB21D2 POP7 SFMBT1 LRP6 MIR4516 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4516 CREB5 TCF12 SLC25A21 ZKSCAN8 C2CD6 ZNF133 DNMT3B TRIM46 SPATA33 TMCC2 FN1 TSPEAR NHSL1 TMEM178B DICER1 AMER1 ASB11 FAR2 FBXW7 VPS29 SAR1A THUMPD2 PHF24 OR2H1 CILP2 CYSLTR2 ZFAND5 GPATCH2L ANKRD40 CORO2B CMTM4 CDK2AP2 GIPC2 PALM2AKAP2 KIRREL1 TXNRD1 PROM2 TP53I11 KLHDC8A HBS1L TBL1XR1 PHACTR4 CLCN6 CYB561A3 ELF2 FAM122B EBF1 SLC16A7 SHF FAM71D MTMR7 UBXN2B SP1 EXOSC3 NFIC PDE1C OPRM1 LYPD6 TNFRSF21 ASTN1 CSNK2A1 ADAM12 SCN8A SET HNF4A CD276 PREPL EGR3 CPM ZFAND4 GAS7 ACSL1 KLHL13 FCGR1B MUC3A KIAA1522 FBXO32 MAN1A2 MOBP RANBP6 C6orf223 SLC46A1 ARHGEF4 LRRC8B BACH1 AKAP13 CEP85 KLF8 ASCC1 ZNF652 FAM131B ABL2 SCN3B ANKFY1 INTS6 DDX6 ST6GAL1 SLC36A1 PAX5 WDTC1 QTRT2 OPCML HOXA3 RECQL5 RIMS3 EIF3J RNF19A CDC20B RAP1A LPXN NT5C1B-RDH14 R3HDM2 PRDM11 RSPO4 MLLT3 ABHD16A MAF SIAH3 ING4 ANKS1A STK32C FSTL4 LPP MS4A10 PER1 SLC7A6 BTN2A1 F9 PGAP4 SPRY4 ZBTB2 NTRK2 MAP2 SMG7 TAZ STAU2 TRPM7 DAZ3 TBC1D13 ATXN1L FAM135B CUX1 USP18 DAZ1 C1orf189 HOXA4 C1orf216 CHPF RSPO3 PLEKHG2 EFCAB11 REL EIF4B CECR2 TAS2R14 SLC26A10 SLC2A10 DAZL MAP3K9 EIF4E MECP2 JPH4 ILDR2 ZC4H2 DOK3 GALP SLC38A1 PDE4A FCHSD2 IDH1 RASL10B DCX AWAT2 SSBP2 GJB6 SCAMP1 CCBE1 ERBB4 TMEM127 RNF10 SVBP LONRF2 SASH1 DUOXA1 ZDHHC7 CREB1 FBN1 GYPE GNB4 FBXO21 SRL PHLPP2 AHCYL2 RASAL2 LCE1B PPIL2 BTK KCND1 APOC4 TBC1D25 ASB5 NKAIN1 STUM SOGA1 RPS24 PLAGL2 BNC2 ENTPD7 FBXO28 CD300E OTULIN RAB10 LRRC27 CELF5 SYNPO2L PAPOLB KLHL42 PTPN14 SPCS3 ADCK1 C9orf62 FMNL3 CDK6 RFX1 TMEM214 ZNF646 ZSCAN16 TBC1D7 GPD1 BORCS7 TOX3 PIM2 HCFC1 GLRX SDK2 PRR27 OTX1 AP3D1 MS4A2 FBXO46 CLTCL1 CEP250 MYRF UHRF1BP1 AQP1 SLC17A8 MAB21L4 SNX27 PRPF4B FUCA1 AK6 ASH1L SLC4A5 KMT2D TTC22 CLVS2 ZBTB20 GOLGA1 EN2 FOXD2 MOSMO FNDC5 KSR2 PIK3CB RHO PPP3R1 ITGA9 VAMP1 SEPTIN6 AP1G1 TNNI1 YWHAE FAAP20 SYN1 SCGB2B2 FNBP4 PRKCB AASDH TNRC6B NECAP1 LCT RRP1B RIMS4 MSN AAK1 CCDC9B CPLX4 ANKRD52 ZBTB39 TRIM66 PAFAH2 ZFP3 PHF8 SNTB2 SEMA4G ALDH16A1 CEP41 ZKSCAN2 CHST10 RLIM CDH7 ING3 ELOVL3 TFAP2B ELOVL5 VPS26B PAK1 GRM6 ZMAT3 RTL4 NCOA4 ZNF22 SPG7 DSCAML1 CHD4 ADARB2 METTL8 DOCK3 FANCL PLAT LRP4 MIR6508_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6508_5P CHURC1 MUC15 TCF12 HMGN3 CABLES1 BMT2 PAK4 TMCO1 PEX11B CA2 MBNL3 ADIPOR1 BVES ALG13 RCAN1 PDK3 CUL3 TERB2 ANKRD44 PARP11 ASB11 GPN1 FMN2 HEMK1 FLT1 SPATA6 RHOA PSMA1 PLPPR1 CALD1 TENM1 MYH10 ANXA10 INTS14 MRAS FRS2 MEMO1 PRKAB1 CNTN1 GABRP CYFIP1 MTRF1L SH3BP5 TRERF1 GPATCH2 DUSP16 ATP11A CBLB PRDX6 HOMER3 STK32C CEP97 CCNG1 SCN3A CENPK TP53INP2 NANOS1 GIMAP1 PRICKLE2 DLG5 BOLA2-SMG1P6 AMD1 TBL1X SRCIN1 LGI2 B3GLCT KDSR TMEM168 RAP2C TCAIM RORA GAS7 CA10 UBE2V1 RNF111 GUCY1A2 ASTN2 SHFL NCOA2 DUSP18 GCM1 SLC9A3R1 NFIB SLC10A4 SREK1 ZNF652 BCL11A HEXIM1 ANKS1B CIAO2A RPS6KA6 FAM172A RNF182 BLOC1S6 CTDSPL SH3BGRL2 ACTR3 CYFIP2 PRTG TFRC PEX11A PAX5 CELF1 CHIC1 XRN1 FAM122C ZNF850 RBAK ZNF772 BCL7B IKZF2 NPFFR2 NECAB2 SYT9 SLC26A2 FGF14 FUT1 SOCS2 PHEX HSPA9 ZNF681 CASP8 PRKAR1A STRN3 NRARP HOXA1 TXLNB KIAA1958 LPP PSIP1 KLHL7 TAF7 PRKCG SREK1IP1 ACER3 THSD7A RBM41 PIP4P2 ZNF80 PABPC1L2A ALPL CCSER2 NMNAT1 TRIM9 SEC24D RNF14 ANKRD42 SPG21 GPD1L ZNF460 PEDS1-UBE2V1 CAP1 TRIM47 SSPN SLC2A13 RRP15 MTMR2 ATXN7 FAM155A PTAR1 CHERP PPP6R3 PPP4R1 FRMPD4 EIF4E KLF10 JPH4 PDCD6 XKR7 GRAMD2A SKIL NSG2 CELF3 COL19A1 GALNT2 ZCCHC2 DLG3 GDI2 NHLRC2 TNFSF18 ZNF793 LRRC59 OOSP2 MAML3 BCL2L1 LIN7A SCAMP1 TSPAN12 ATP6V0D2 TMEM127 TEAD1 ZNF131 KCNH8 DNAJC27 LARP7 RHOBTB3 LRP8 CFAP300 KCND2 MED26 RNF24 USP39 KPNA1 GIMAP4 MIB1 ICMT FAM118B OTUD1 RNF11 TANC2 RSPO2 CDH26 SYNPR WDR76 NCKAP5 NID2 SENP6 DHX29 LRCH2 KLHL20 RAB10 BMPER PLAC1 LIN28B NETO2 FOXI1 MINDY2 TTPAL LGR4 KCTD5 HEATR6 APC DEFB118 XPR1 HNMT ZCCHC8 TNPO1 C7orf31 ANO5 RYK UBE2Z CDH6 KCNJ14 NAP1L4 CDK6 FICD C1QBP CADM2 ABHD5 MITF ARHGAP42 FRY PCGF3 FAM76B KDELR1 TEF LMNTD1 SEPTIN2 TRPS1 MRPS35 AHR CORO1C YPEL5 SDC4 ARSJ TXNDC16 EIF2AK3 USP45 TTLL7 IFT57 SIX5 GMNC FOXL2 RAB1A HSPA4L NXF1 TMEM38B NUCKS1 IPO8 PPARGC1A ALG14 USF3 RND3 PTPN21 SGMS1 LCORL LAMC1 MAP2K4 OCRL MED13L ANKRD34C CYTIP PTPRN RIMBP2 SLC12A2 NMT2 GOLIM4 USP49 ABRAXAS2 LHCGR ONECUT2 KHDRBS2 BRWD3 PLEKHH3 SERPINB5 GTPBP4 THSD7B AMDHD1 TBC1D2B SERINC5 MAP10 ZEB1 C1orf185 HIF3A BPNT2 WDR33 ZMAT4 KMT2A ZNF552 MARF1 SEMA3C VSTM2A TGS1 MAP7 CHGA HIVEP2 LRBA MMRN1 OSBPL8 SNX4 CYRIA CAB39 GPATCH2L CREBRF VWC2 ARID2 CATSPERB SBSPON AUTS2 ATRN FPGT KRT34 FNDC3A CRYM MGARP PAG1 MIR448 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR448 ALDH8A1 TFPI2 ACVR2A KCND1 CREB5 ARNTL SIX4 WRNIP1 GPHN HPS6 ZNF148 CAP1 PTPRE SYNPO2 FAM168B FERMT2 OSMR BCL2 MEF2C FOXO3 AGO3 OGFOD1 C17orf75 TRMT9B SATB1 IKZF1 CADM2 RBM41 HIPK1 OXR1 PSMA8 CPSF2 TMOD2 DSC1 ANK3 RHEBL1 NBEA C21orf91 FBXO28 SPRY2 DTX3 GLCE ZNF135 ADD1 BACH2 RAB11FIP2 CBLL2 CNTNAP1 MPPED2 AUTS2 ZDHHC15 TXNDC11 SRSF11 GEM VASH2 ETNK1 SEMA3A STARD13 AURKA ACSL6 CPEB2 ARMH4 IGF1R REST IPO7 CDK19 MAGEA6 PAXBP1 PTPN14 PAIP1 PPP1R12A DPP4 VWA5B2 PCDH7 LGSN ENKUR CNTN5 FER1L5 RAB7A CCDC152 GRB2 BICC1 ELF2 C9orf40 HECTD2 UTRN ANO5 ADAM23 LYSMD4 UNC5A SLC16A7 DDX58 PIGV NFIC DMD RALGPS2 ZDHHC2 FAXC RAI14 DOCK9 FRMD6 HCFC2 FAM160B1 GRHL3 NRG3 PLA2G4A FAM216B SLC12A2 CNKSR2 UNC5C ZZEF1 GDF6 KREMEN1 TBX3 ZNF711 ADD3 PHKB KCNMB2 IRS2 KDSR SH3TC2 ABLIM3 TRMT11 PHF3 DSG1 ZNF677 NFIA KCTD1 VGLL3 PDE4D SGIP1 ROR1 FOXD1 RNF7 KLHL5 ERRFI1 KCNK3 FBXL17 ZBTB34 EPHA4 RB1CC1 TPCN1 DNAJB11 SLCO5A1 KIF3A KCNA1 CBFB OTX2 HDLBP UTP23 RAB12 MAGEA3 GPR158 CC2D2A PRDM2 KLF5 LRRC8B SBNO2 SOX6 FMR1 SGPP1 DOC2A PRKAA1 C18orf63 VSTM2A BCL11A LHFPL6 STIMATE ZCCHC14 PFN2 KIF7 LEPROTL1 RNF19A ATXN7 NAV2 PIGA BTAF1 DDX18 DCLK1 MGAM FOXR2 ZNF454 FANCF CRY1 TTLL7 TTN SOCS2 RNFT1 MPC1 XYLT2 NLGN1 ZNF644 PTBP1 TIGD1 ZEB2 PRTG RABGAP1 YIPF2 DARS1 TCEAL1 SLC9A9 ABHD13 ACTN4 PCDH8 TAF1 SERTAD2 DCAF5 SS18 PPIP5K2 FAM214A STIM2 DYNLT3 SPTLC3 DESI2 SYT4 DSTN FBXO33 KCNB1 ZBTB43 DTNA MON2 MDFIC FBXO8 USP6NL TBC1D19 TMSB4X EEF1AKMT2 TTYH3 MED13L NPR2 ATAD2B TCERG1L RBFA FAM168A GAN SMAP1 CAPRIN1 KCNJ16 SMURF1 MRAP RICTOR KCNQ4 SALL4 PPP6C CACNA1C VEZF1 HECW2 FNDC1 FBXO48 BMPR1B RUNX2 FXR1 FBXO30 CRTC1 DZIP1L DAAM1 PIP4P2 PDE6C BAHCC1 SGK3 SYN1 SETD9 KIAA1210 OR2L13 AMER2 ANKRD42 TLR4 DACT1 PRKAB2 AGAP1 ING2 JOSD1 RNGTT HS3ST5 TLCD4 PHF13 IGLON5 BMPR1A KANK4 NPTN UBFD1 CATSPERE PDS5A KCNA4 EFCAB7 BPNT2 RTN4RL1 SF3B1 BTG3 ZNF521 GFPT2 SESTD1 DAGLA SCN3A AZIN1 SKI SH3KBP1 CLCN5 AMPH UBE2W INO80D ADAMTS8 KCNH7 ARID1A HEY2 TIMMDC1 E2F3 LRRC57 DENND1B ZFP3 TACC1 SNTB2 GTF3C3 SHC1 MAP2K6 RCCD1 N4BP2L2 KCTD9 NFATC2 PDE10A ADO TAGLN3 PDE12 COL19A1 GABRB2 CEP97 ATG5 IRX2 SLC9A4 PTF1A PLSCR5 SPTBN4 ENPP4 SGTB PRKG1 IFFO2 SLAIN2 PKHD1 SOCS5 PELI1 RPS6KA5 WWP1 ILRUN MFHAS1 TAOK1 GRIP2 SORL1 PABPC4L TBC1D8B GPM6A ZNF660 PIK3R1 ZNF286B RCOR1 DCC RTN4 SPOPL ZDHHC6 CCDC189 TESK2 ANO8 SLC4A4 KCNIP4 MBTD1 MIR1299 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1299 CD84 MC2R UBN2 ZEB1 CYP4F2 CEP68 EYA4 NCALD KCNIP1 IL6ST DNAJB4 TRIT1 TMOD2 THEMIS GZF1 PGR PROX2 TOR2A MIER3 PHC3 CFLAR ETS1 CYP4F3 TSNAX MAGI3 GPATCH8 ETF1 TTC26 A1CF MLIP TP63 TFDP2 PHF24 C6orf62 CCDC47 CR1 TDGF1 ZNF326 PHTF2 PRKD3 CD99L2 SLC16A10 KDM6A CTBS AOPEP MPZ CNOT2 NUMBL NINJ1 LZTFL1 UNG DUSP16 PAQR3 TESPA1 CCER1 ALG2 LRRC10 MOB1A SPOP CAST LHX9 GPM6B GNPDA2 GPR161 ARHGAP45 PTCH1 GXYLT1 ANKMY2 TMPPE GPR3 TRIM33 MTX3 SLC30A9 GPR107 DLG4 PCID2 MRS2 KDSR AGO2 DISC1 PRLR ABCA12 DNAJC30 CHCHD3 BTBD1 SCN5A MED17 DNM1L KLHL15 CD24 EGLN3 TENM1 C1orf21 NKRF ARF6 KIAA1217 EDEM1 RASGRP2 ERCC2 FAM172A CLPTM1L NSD2 IGF2BP3 TAF12 KLHL12 SH3BGRL2 CHST11 EIF5A2 MAP1B HCN4 GCOM1 PPIP5K2 ZNF850 CEP162 CD164 MYSM1 TVP23C ATP6V0C PTBP1 KCNIP4 MLLT3 MANSC1 ZFHX3 SLC2A12 MBNL2 BACH2 TMEM199 MRPL32 CASP14 SOX6 NOL6 RLIM RNF114 PIK3CA ITCH CLK4 ZC3H4 UBE3A SRSF9 CD34 FNBP1 PTGS1 RBM18 PARG MSRB3 ATF7IP ESRRG JADE1 TOX3 CBLB RALGAPB KLF2 TCFL5 BTN2A2 GAS8 NAV3 GIPC3 TCF20 GPD1 SLC30A4 THAP12 IL31RA MYRIP CPT1A TMEM72 GPR139 VPS41 EIF2B1 PRRC2C SEMA4D CEP41 SKIL COLCA1 WDR48 ZSCAN2 EVC IFNGR2 ATP13A3 SNX19 FABP3 BICD2 MAPRE2 MCU ADAMTS5 IL1RAPL2 ZNF780B SHISA6 MBNL3 LRP3 GTF3C4 RASL11B ZBTB38 MECP2 GRIA3 TMEM45A ZMYM2 SLC27A2 PDXDC1 CEP170 RTL5 DNMT3A FBRSL1 VEGFA MYCL STAT3 RNF180 GNB4 NFAT5 ARFGEF2 HAL SH3BGR GRIA2 CDKAL1 GFM1 UBTD2 AEBP2 RGS8 SETDB2 HHIP SCML1 GATA6 PRKN MAST4 RAB20 SPATA5 DERL2 SUDS3 RASEF HOXC10 PCDH7 OTULINL ZNF584 CTCF KRTAP1-3 TM9SF3 RYK GLCE CDK6 POLR2M HIPK2 TRABD2A ABCA1 LDAH TNFRSF19 CSRNP3 BRWD1 TPP1 SH3TC2 DHCR24 CREBZF AL589987.1 CTDSPL ADAM21 SLC4A9 DRD1 GPR158 BSPRY TMEM196 SHC3 ENPP6 ACO1 BTAF1 FN3KRP FANCF CEP44 DDAH1 UBE2R2 ZNF395 PRKCB G3BP2 HPS3 NEUROD1 HLA-B RTL8B LPIN2 TAPT1 ZBTB20 CNTNAP2 B3GNT2 HLA-A CLCN3 CD22 SH3PXD2A SPTSSA PF4V1 TTC28 HGSNAT SUMO2 TIGAR GOLGA6C TIGD6 PADI1 GDPD1 EPHA7 YY1 SRSF8 MEGF10 LOX MAN2A1 KIF13A RIMS4 SLC2A5 TWSG1 NPAP1 BMPR2 TMEM64 KCNQ3 PARVA TPP2 RNF20 LRRTM3 ZNRF1 ELOVL7 HECA IFT52 STAMBPL1 PDE12 CHST10 SSUH2 NAA25 MID1 LENG8 RBFOX2 GLT1D1 TWF1 MXD1 CAMK1D ASB7 TMEM167A METTL8 GBX2 ATP5MG SULF1 GET1-SH3BGR DHRSX MIR6844 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6844 AP4S1 ARNTL CHST7 ZNF148 AFF2 ZKSCAN8 KCNJ1 GOLGA6L9 PDPK1 MORF4L2 TMEM41B UTY BIRC6 ARCN1 URI1 CTBP2 VEGFA DNAL1 TSHZ2 ETS1 MAGI3 SEC31A JAM2 ACLY GALK2 ANKRD13A TGFBR2 PTPN22 TFDP2 MST1L C6orf62 CD83 SEPSECS MME PDE11A PGAP1 RIC3 PTPRD COL6A3 ACAD9 UBE2H FAM20B NPL HBS1L FOXP2 PSG3 NRP1 EML6 NR2C2 FUT9 ZNF121 C21orf62 STOML3 ZNF200 VDAC3 SP1 CYBRD1 OPRM1 PLCB1 VAMP7 TES PSD3 LIN54 MTX3 PDE8A NOX4 ITGA8 STX17 FAM126B CSRNP2 CDH11 CLDN20 IAPP SGIP1 COL8A2 COL3A1 PTK2 CA10 CDH23 MAN1A2 SMARCA5 SNX1 PHF3 ANGPTL1 TLE4 INVS EXD2 ADAP2 UNC80 AGPS ATP8B2 TLNRD1 RASSF8 IMP4 MBD5 NCOA3 CELF6 TNFAIP8 SNTG1 CREBBP TDRD7 CD200R1 ZNF607 CLTC DENND2D CHMP2B NPIPB11 NR2E1 PIWIL4 PRTG CAPS2 POLR3G TCEAL1 FBXO38 IGF2BP2 MAP1B C2orf88 EHF PPARGC1B LPL COPS3 FBXO33 VAV3 CYB5B RAB5B NFATC2 PSG6 GADD45A MLLT3 MFSD14B GOLGA6L4 EMB TXLNB DISC1 HS2ST1 DMTF1 RNF217 ERC1 MPP7 SLIT2 BMPR1B CRYBG3 KIAA2026 SLC8A1 SNX21 ZNF331 SORCS2 PSG9 NXNL2 UBE2G1 CREG2 TRDN ZFHX4 KDELR2 IQCJ ADGRL2 ETS2 TDRD3 SH3BGRL PPM1E DDX21 FREM2 SSPN MTMR2 ATXN7 ATP8A1 CCDC28A-AS1 MICAL2 IDS IL1RAP ARGLU1 ANKRD34B PHF20 BCLAF3 JPH4 SLC10A7 CCL2 DSE UNC119 FZD5 TMEM169 GNPTAB RHOBTB1 MYLK3 TRHDE CELSR2 COA5 IYD TTR STK3 ANKRD12 CHORDC1 CACNG3 SYPL1 NPAS3 NEGR1 RAB27B GLIPR1 ZNF257 HLTF C20orf202 DDX3Y MMP21 SHTN1 TMEM135 SENP1 GLI3 GJA5 LSM14A LRRC39 RIN2 MFSD14A ZC3H10 ALG8 HLA-DOA RIMS2 XRCC4 WAPL PPP2R2A NPIPB4 ARFGEF2 C9orf153 MGAT4A CDK4 PNP BAG4 LGALSL ITGA6 RS1 EMC4 SYN2 BRCA2 NBEA VPS13A PAX9 ZNF277 MAPK1 MYBL1 SLC24A2 PSMA5 ARMH4 SLC35B4 NPIPB5 SMCP ABT1 TBC1D12 LINC01517 COL8A1 FYTTD1 HERC1 XPO4 MAGI1 PTPRQ SLC35B3 DDX43 ACACB ABLIM2 BORCS7 EP300 SPINK5 CALB2 NPIPB3 ALG10 FOXD1 TMEM63B CREBZF DCAF12L1 IREB2 TRAF3 PCDH17 STRIP2 RBMS3 NTNG1 CPNE4 LRRC19 DDX18 PRPF4B MRTFB ZMYND11 DDAH1 PBX1 ATP6V1B2 GMNC NLGN1 ZEB2 MRPS35 ALG10B CUL4A RNF148 FAM122B PIGH TMEM144 HTRA4 IRX3 ATG14 USP49 ONECUT2 BRWD3 TRIM9 YBX3 LRRC74B FRYL NPIPB13 S1PR1 ACTC1 RANBP17 PTGS2 RYR2 FLG2 KIF13A SNAI2 GDNF ARL8B EBNA1BP2 NLK LDLR KCNQ3 INO80D ZBTB39 NMT2 HS3ST3B1 ABTB2 MAPK6 LRRTM3 MLX MTA1 ZBTB41 FZD4 SRGAP1 ENPP4 SACM1L ACVR2B TBC1D8B HPDL ASXL3 DSCAML1 DNAJC3 FPGT CLOCK SYAP1 UHRF1BP1L C12orf77 ZNF208 COG3 SLC16A14 SYNJ2BP MIR1207_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1207_5P LFNG C2orf72 CASTOR2 ALS2CL PAK3 PPP1R1B CBX6 GRM4 MNT PDPK1 CABLES1 GPSM1 IL6ST OTOF SSR3 FAM155B SLC22A11 DDX3X MRGPRF SLC6A9 RXRA FXYD5 PITPNM2 CST9 WNT7B TSPAN9 MAGT1 ARRB1 SLC7A8 LSM12 NAA60 KCNE1 RAB43 CORO2B SLC25A23 PLEC SSH2 MON1B ATG16L1 STIM1 MYEOV SMYD5 ADAMTS10 LRRC15 LRP1 TP53I11 ZFYVE27 ITM2C CPEB2 ATG9A ATP11A CHAC1 UNC5A DEF8 PCBP3 NR6A1 PEF1 CYP26B1 LHPP RARA CNIH2 SEPTIN9 FOXM1 PIK3CG NFIC EPHA10 F7 MTA3 HOXA11 DUSP15 CD276 RAP1GAP2 TNK2 SRC ETF1 PRR15L CACNB3 PML PLPPR2 GNAI2 HK1 TFE3 KRT80 MLST8 SARM1 NGEF SUSD6 CD151 ORAI2 CLASP1 MPP2 SLC13A5 SLC6A17 KIF21B GIT2 SLC9A3R2 CAV1 DUSP13 NFASC NPY4R CDH1 BAHD1 NSMF TMEM198 TAF12 ZNF285 POU2F2 LYST NBPF3 NACC1 ERF JAKMIP3 WDTC1 SH3PXD2B SLC39A1 BRPF3 BCL7B DCUN1D3 KIAA0513 CHD5 NAT8L INSM1 CDK5R1 JADE2 FOXN2 GTDC1 GNA14 NAV3 SLC25A14 PACS2 CBX5 STAT6 CHRNA6 CSRP1 GATAD2B ABCG4 ANKRD63 FSTL4 ASXL1 TSPAN5 ANGEL1 TCAF2 CNNM4 ELFN2 GPR137 CRTC1 SLC45A4 GTPBP2 SDC1 TMA7 GALNT2 G6PD WNT6 ADGRA2 C5orf63 PLXNA1 CHPF KDM4B TRIM67 TLN1 CASC3 ESRRG SLC43A2 TPTE SF3A1 FOXJ3 DAGLA DOLPP1 SH3KBP1 MAFG CCDC170 ZMYM3 CDH10 UBE2M VAT1 VPS11 AFAP1L1 POLR1G NBPF1 PIRT HBEGF TOB2 GNAO1 NDRG1 RASL10B IPO9 ZHX3 UNC13D KLF6 TMEM229B STK40 USP4 ETV6 GOLGB1 OPA3 ISL2 ACVRL1 MAPK8IP3 CFAP77 UNK MAFK PGM5 MECP2 DISP2 SLC22A8 GID4 ZMIZ1 ABHD4 NOS1 KRTAP4-5 SLC9A8 SPNS2 TUBB4A TTC5 STAG1 FAM120C SOGA1 DCHS1 CDC42BPB AXIN1 SV2A MAP1B MLXIP RBBP5 CRAT ABCC5 RCVRN RAP1GAP ARC TIFAB CELF5 FBXO41 PTPN9 CCND3 NECTIN1 RAB1B UBE2Z CBX2 ZFP41 PHB NPTXR ISM2 LINGO1 SMARCD1 CACNA2D1 AKAP5 NPY4R2 RNF216 SDK2 CDR2L FOSB MLLT6 THEM5 SFXN5 CEMIP SEMA3F SPR TMEM201 WBP1L CNTN2 DMBX1 MAPK8IP1 SIX5 PBX1 FUNDC2 VANGL2 APOL6 B3GNT7 CHAD CCDC102A ZDHHC8 FA2H CCL22 ZNF740 LDLRAD2 KSR2 EXOC7 TMCC1 PPP3R1 CLDN19 MEF2C B4GALNT1 ATXN7L3 AGAP1 CACFD1 SLC7A1 DNMT3A MPZ BARHL2 SLC35E4 OBSL1 MAPKAPK2 ATP9B RHOJ VAMP1 NATD1 CHRM1 TRMT61A DPP8 TUBB6 CIT MEDAG HYAL2 NIPSNAP1 GUCA2A KCNG1 CAPN7 VASP LENG8 MARK2 DUXA BCAN SLC35C2 PDGFRB SDC3 NPTX1 SCN2B PPTC7 SHB NCKAP1 NOVA1 DRD2 PPP1R1A MRAP2 ATRN TEAD3 CTXN1 SLC35E2B RLN3 LRP4 NES MIR147B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR147B_5P EVI2B SYBU ARNTL MAGEA2B ZNF148 PTPRM FZD6 ELAPOR2 FCGR2B PIAS2 AGO3 IKZF1 FBXO22 COL4A6 ARAP2 VOPP1 MYLIP MLEC R3HCC1L AKIRIN1 DZIP1 GRIA2 THRB CHD9 NCAM1 DCP1A PCDH11Y FXYD6 KAT2B CAMKK2 PRKG2 FBXL3 ZBTB20 ANXA11 CRKL MAGEA2 MAGEA6 CRCP IL17RD SNTN TBL1XR1 TCF7L2 NRP1 PLCB4 FUT9 ZBBX FAM122B UTRN BRAP MGMT NFYC ZNF706 AAR2 C9 CEP170 SMYD1 GPR1 PDE1C RIMKLB DDHD1 GABRA1 MTA3 MFAP3L SEZ6 ARPIN PARPBP INTS7 PRXL2A SERPIND1 RNF4 PDE4D RORA SCN2A PCYT1B MOB3B MAGEA12 ASTN2 ALDH1B1 SSX7 ARL4C GRID2 GNG4 NAV2 G3BP2 PPFIBP1 WASHC4 PMM2 ADGRD1 NFIB DLD CNRIP1 BCL11A FAF2 C2orf69 BRSK2 NPTN ARID4B EBAG9 MAGI2 SVEP1 SPRED1 PI4K2A CS APOBEC3B FMN1 CX3CR1 MAP1B SP3 TLE1 AFF3 PLCXD3 CHD6 DIPK2B MGST2 RABL2A CD164 NAA20 RBMS3 CASD1 NAV3 MCC APBB2 NFATC2 TNFRSF9 ZMYND11 VPS4B RAD51 ARL5A KANSL1 DLGAP1 KDM3B TNFSF15 SLTM WDR31 HS2ST1 NAA15 TAF7 SYTL4 ZNF704 SEC11A EMP2 SESN1 C1S BARD1 STAU2 ANAPC1 PCDH18 SLC18A2 CCDC73 HMGA2 KMO MROH2A SLF2 TIGD3 ARF1 PEDS1-UBE2V1 TRIM67 EML4 LACTB ATXN7 PTAR1 GMFB ZNF789 TCF20 UBE2W TREML2 TMEM59 SH3GLB1 RNF8 MESD XPNPEP3 TOMM22 ADNP2 VTCN1 RHOBTB1 SLC38A1 AGPAT5 CACYBP C18orf25 PGM3 PPP1R3B UBE2V1 MBD2 DCAF7 NEGR1 TRANK1 ADAMTS5 GOSR1 PHF8 LIN7A TRIM42 NUP58 ILRUN VGLL3 DKK2 FBXL20 ATP6V0D2 DIAPH1 BUB3 MFAP1 KRTAP1-5 FAM120A EIF1B NCK1 SUGP2 DPF3 INAFM2 PCDH19 ZC3H12C PTPRK LMO1 CDKN2AIP CPQ DCBLD2 CLOCK ABCD2 PCSK1 GFM1 OTUD1 RANBP9 EMC4 TANC2 BNC2 PPP2R1B LRRTM4 SLC30A5 CHRNB2 EDIL3 RBM22 SEMA3A NREP TMEM50B PLXNA4 WDR20 GPR15 PCDH7 TBC1D12 TWIST1 TBC1D32 HAND2 INSYN2A TATDN3 ZBTB34 SPCS1 IL26 HDLBP AHR MAGEA3 CALHM5 CNGB1 MEX3C RNPC3 TENM3 TMTC3 PPARA FBXL5 PFN2 WAC MAP3K1 OTUD4 FMNL2 NEUROD1 HERC3 HTR4 LAMC1 MED13L RNF38 KSR2 CNIH1 SRSF4 ONECUT2 CAP2 ZNF407 ANGPT1 ABRA FAM104A SERPINB5 MEF2C SHPRH SETD9 TBC1D2B TXNDC15 FBXO34 PGBD5 TLCD4 KDM5A NFIA SERP1 PHF13 ACAN CACNB4 CELSR3 SEC13 CWC15 CRACDL RIOK3 SHQ1 AAK1 FGG ADCY6 TNKS INO80D APOBEC4 PCLO NRROS KLHL24 PDCL AKAP10 VCPIP1 CLASP2 PLPPR5 ZC3H8 CD40LG RAB33A ZNF160 SKA1 HASPIN NHEJ1 POU4F1 TXNL1 MEIOC TET1 RASSF3 MIR3686 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3686 AP4S1 NR2F2 C2CD6 ZNF148 PIAS2 BMT2 ELP4 ATP11C PRRG1 ARAP2 PLAGL1 HOMER1 SLC30A7 TNRC6C NDC1 COL4A5 PHC3 TRIQK PEAK1 QKI NAA35 TUSC3 MCTP1 ANKRD28 THRB NBR1 KDM3A WDR41 A1CF CHD9 JDP2 KLF12 ZNF287 CD244 LRCH2 ZMYND8 PHF24 IGFBP7 BHLHB9 SPATA6 TGFBR1 GRAMD1B SETD9 PSD3 IFNA2 PLPPR1 SLC12A6 WIPI2 SSH2 TPO KDM6A PIP5KL1 TSLP FAM222B RBBP6 ARHGAP12 RBM12 PTPRD SLC6A15 TMX3 XRN2 PLA1A TBL1XR1 NRP1 TCF7L2 LZTFL1 FUT9 RBM5 PUM2 LYZ TVP23B NR6A1 ITGAD BCKDHB ERG HAUS1 PPP2R3A UBXN2B LIMCH1 LIN54 IRAG1 JAG2 PEG3 C6orf120 SLC30A5 TOMM40 ATP5F1A ZNF124 FZD1 LMBR1 C7orf57 GUCY1A2 EOGT GHSR SPRY3 SELENOF CDHR1 CDK9 PHYHIPL RAMAC RAI14 KIAA1217 KIF2A BAZ1A RIPOR1 ASCC3 WDR86 ZMAT1 MAGI2 SCN1B ZNF737 KRIT1 ARHGEF3 EGFL8 AEBP2 ANKRD22 TRIM71 ABCC9 VPS54 METTL4 CHIC1 RFX3 OSBPL8 EIF3J PSTPIP2 PHACTR2 SDC2 NDRG3 MAF MINPP1 VPS50 SKP2 EEF1AKMT4-ECE2 NAA15 CA5B ZMYM5 LCORL SH2B3 ECE2 ASAH1 DBF4 SLC38A4 TUT4 TMEM248 KLHL36 MYZAP NWD2 MOSPD1 ZNF516 SLF2 DRG2 DENND4A TNF POFUT2 EML4 IRX2 DAGLA MICAL2 ANAPC16 RSPH4A MCL1 RAC1 PPP4R1 BMP2 NRIP1 SLC30A4 EZR MRPL3 SH3GLB1 VPS41 LRP8 RPRD1A DENND1B PRRC2C B3GNT5 BCOR CACNA2D2 SLC30A8 SLC38A1 SYNPO2 TRIO EPC1 BCAS1 PPHLN1 ADAMTS5 EXOC6 PYROXD1 PKHD1 FJX1 BRWD1 SLC22A23 DKK2 TMEM108 N4BP2 RASL11B ANO4 C5orf24 TAF1A AP3M1 ZMYM2 LCOR DENND11 STOX2 FGD4 ZC3H12C ARFGEF1 TFB1M RASAL2 PRKG1 L3MBTL3 LRP6 SSX2IP MMD ZNF471 XPO7 MXRA5 RECK PLAGL2 PCDH7 PPP2R5D NCKAP5 UNKL HMG20A SEC24D HHIP MICU3 SLC25A12 MALT1 GPHN MACO1 ABAT RAB6C GGNBP2 PHF12 NAP1L4 FMNL3 DCX POLH ABHD5 TMTC1 XRCC2 ABCA1 ABCD3 CYP4V2 COTL1 C2orf49 EDNRA HIPK4 IRS2 KDELR1 UPP2 LRP11 CREBZF DHRS12 GAS6 C11orf58 ATXN7L1 ZFP36L2 C10orf88 SYNJ1 ARSJ HDHD2 CPNE4 NKX2-2 FUNDC2 PNPLA8 FMNL2 ZIC1 ERCC1 NEUROD1 BBOF1 ALG14 HDGFL3 EEPD1 HMGCS1 NR0B2 NPAT EIF3A PLXDC2 ATAD2B EPPK1 ERO1A ZFYVE9 GPATCH2L GLUL ONECUT2 FMO2 LSM8 MED13 ZNF684 RAB8B UBE2D1 ATP8B1 SLC15A4 ARHGEF33 AMPH PARVA KDM4C CECR2 USP42 FOXN3 NEXMIF CNTNAP3B ARHGAP28 WDR82 MSTN ESCO1 UBN1 SPAST PHIP GPBP1L1 PALM2AKAP2 COL13A1 IMPACT EML5 CALML4 KRTAP4-6 SIPA1L2 ACYP2 NUFIP2 SLAIN2 USP32 UNC119B SLCO6A1 KLF9 QPCT PPFIA1 SMG1 TNRC6A DGKH TMA16 MIR511_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR511_5P BCL6 NUDT15 MINK1 PARD3 NTRK2 AGTPBP1 NCALD AL008729.1 ERBIN ELP4 FN1 MARCHF6 GNL3 TNRC6C THEMIS QKI ZIK1 ANAPC15 A1CF STAT1 BBX ZDHHC12 TGFBR1 SIK1B PKD2 PSMA1 DISC1 XYLB ZNF480 METTL8 QRICH1 CNOT7 SLC6A15 CMC4 CCDC152 APOD PRUNE1 UBE2H USP2 MKNK2 BICC1 AHDC1 IRF2BP2 DEDD ERMN CADM2 ZNF706 CYP26B1 SLK FAM71D SCN3A GPR161 BHMT2 CREB1 CLCN4 ZNF611 NFIC C1QTNF7 PLEKHG7 ZNF765 ABHD3 TRRAP MAP7 SULT4A1 METAP2 STEAP2 TIAL1 ARID4A TMEM47 AGO1 TRMT11 GCLM ELAVL3 TRAPPC3 GPR135 NRXN1 SMARCA5 ANGPTL1 ACOT13 GCM1 RRN3 MXI1 TNRC6B RGL1 ABCG8 ZNF652 SH2D1A DPP10 C2orf69 RBKS AGBL4 SLC4A4 RAPGEF2 BID PLXDC1 EIF2AK2 PLK5 ACTR3 POGK DCLRE1C ALCAM PRTG KDM2A SUCNR1 PAX8 CD8A SLC39A8 GLRA2 CCDC178 SERTAD2 MYOCD POU3F2 FNDC5 PICALM NAP1L1 IL17RE SOX12 UFSP2 MKX ITGBL1 TMEM59 CAMK4 RETNLB PHLDB2 PEX5L ADAMTSL3 GFRA1 IL24 MRC1 MRPS5 TRMT9B TUT7 C12orf65 CAPRIN1 GRM8 CCND1 SPINK6 LPP BACH2 ME2 MYCBP TBXT ZNF704 AIG1 HECW2 TRIP12 CTCFL PIK3CA ATRX ADGRF5 LYRM1 ADTRP KCNK9 HSD11B2 SESN3 PAK2 HPX BTG1 RSPO3 RAB2A ZNF426 POGZ FOXJ3 SRF DNAJC6 FAM155A PIK3R3 MAP2 KLF3 STK3 MAFG TBC1D4 PRKAR2B KCNC4 ABRACL MRTFB FGF12 CCDC102B TMEM129 SLC10A7 ZNF521 EIF4G3 SPATA46 TGFB3 TASOR2 ZC2HC1A MRPL34 PRAMEF1 COCH PTEN LEF1 DNAJC24 ARID1A BICD2 MBD2 RAB27B CDK14 NRCAM TP63 TMEM243 LRP2BP HLTF TAF5 FZD10 CCDC125 TSPOAP1 FGFR1OP2 PCNX1 AMN1 GPR137C MBD6 NIBAN1 PCDHB9 SLC22A17 SOST PRKG1 RAB33B MIB1 MGST1 TPRG1L IDI2 CD300E NUDT19 PTPN2 PLA2R1 CD9 NIPBL SP100 PAX9 ELMOD2 WWTR1 ATP8B3 MAPK1IP1L HIPK2 ASB15 PRH2 SLC24A2 BBS2 PIK3C2G ZNF268 NEUROD6 PDE12 VTI1A MAP3K2 ERICH1 HEATR5A SPTLC2 PRAMEF13 SLC25A26 ARHGAP36 GLCCI1 CA3 DCK NXPH1 METTL9 FBXL17 TRAM1L1 LINC02694 KCNA1 SLC35F6 CALHM5 DDX18 PRPF4B KRBA2 NAIF1 TRUB1 OLFML2A TTC23L EIF4H RFX7 PHOX2B ITGA1 FEM1C TOB1 C15orf40 SOX14 SAA2 ONECUT2 KHDRBS2 ZNF385C HAS2 NRXN3 YY1 EMX2 PHKA2 RBM3 ZNF24 DNAJC13 FUBP3 PHLPP1 C1orf146 PRAMEF14 LMTK3 LSM6 CD36 BRD8 NLK MBNL1 GNG12 KLB PCDH10 ALPK3 DUSP7 NHLH2 MVB12B TTC33 ENPP4 SIK1 SOX9 SDK1 CAMK1D POU4F1 ZNF660 ALDH1A1 LVRN LRRC4 ARL17A GABRB1 FOXA1 LARP1 LSM14A PURA TMEFF2 MIR4319 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4319 BAG4 MBOAT2 LFNG CSRNP1 M6PR C10orf105 MMP11 EBF4 C7orf26 PRRC1 MKNK2 PRKAA2 SH3BP5L DRP2 KLC2 HTR6 PPP4R3A HINFP UBN1 ENPP1 VPS37B FIBP ZBTB7A ZSCAN29 SLC37A2 TOR2A BCL2L14 EIF1AD RFXANK ETS1 RORA TTC7A PDK3 SOD2 ZDHHC23 GCNT1 DPP9 LIPA SUV39H1 LBH ZSWIM5 CNTNAP1 TLE3 WARS1 ABCC5 ARRB1 ESRRA SLC35A4 CHTF8 FLVCR2 CD5L PHACTR3 LIN28B DDX54 ADAM28 SYDE2 STARD13 MTF1 CDH5 IRF4 SLITRK6 SLC25A35 FBXW4 NIPAL4 MTFP1 DRAM2 MAP2K7 AGXT2 SEMA4B REST CDC37L1 NUP210 KCTD15 PPME1 LYZL6 DLD RABL6 INTS7 CRIPT ENKUR RFX5 RAP1A BORCS6 FAM234B USP2 NPL C19orf38 NRXN1 PDZD3 PSAPL1 AMIGO2 MFSD9 EVA1A SGPL1 NR6A1 IL16 TMPRSS13 ANKRD33B RABEP2 UBR2 TRMT5 FAM71D FMNL3 KCNK10 ST6GALNAC5 PADI2 BMF CBLL1 IST1 RHOQ MAP3K13 CCR5 TTPA ACER2 SLC26A6 BAP1 PRDM1 WDR5 KMT5C SSTR3 ITGA8 GPR107 OSBPL9 SULT4A1 DUS1L MYT1 NEU1 LGI2 ABTB1 IER3IP1 SH3TC2 PDE7A SLC38A9 TMEM168 KLF13 TOMM40 ZFP62 HADHB P2RY2 NECAB3 MEMO1 DIP2A DHX33 DPH2 ZFYVE1 TAF9B ZBTB34 KIAA1522 FRMD5 CDR2L TMEM161B KCNA1 CBFB TSEN54 VTCN1 ZBTB37 NIPA1 SARM1 RPL28 MTMR3 PMM2 LRRC8B ABHD6 ZNF385A SEC14L2 ZSWIM6 ELOVL6 PCTP MAN1B1 CRB2 PPP1R37 ZNF652 SLC6A17 PKP4 SLC16A6 RETREG3 ATXN7 AIFM1 DIRAS1 PLEKHA8 TBC1D1 NCAN NAIF1 TNFSF4 OAZ2 GANC UBE2R2 OLFML2A SCARB1 TMTC2 FBXO45 USP38 ATXN1 RETREG2 C1orf210 GGA2 SZRD1 KHNYN NIN PRTG PPIL2 TRIM71 PCLO PODXL ACHE SPATA31D4 SS18 TNFAIP3 PCGF6 ANAPC16 RBAK PI4K2B RUFY3 TYSND1 CBX7 DYNLT3 JADE2 MAP3K9 GJC1 SYVN1 SOX11 MYO18A UCK2 CCNJ DNAJB5 DUSP6 MSI1 MAP3K11 CCR2 ENTPD4 FOXD2 VPS4B PLCH2 MXD4 SCLY MAMDC2 VDR EIF2B5 TDG EPO MFSD14B CDC42BPG NBEAL2 MORC2 CARS2 HCN3 ITCH MRAP CACNB3 FBXW8 QSOX2 GALNT14 VPS36 FNDC3B ZNF704 FAM169B FGFR2 FMO2 XKRX ULK3 SLC39A9 BLZF1 KLHL6 PLEKHM3 LRRC10B TRIM9 ARID3B ABCC4 TBC1D16 ATP10D CGN C19orf54 SNX18 TAZ SERTAD3 FREM1 RPS6KA1 ZNF80 CPSF6 FAM118A BNIP2 SLC46A3 AKT1S1 UBE2G1 ANKRD50 ANKRD42 IL31 SEMA4F GEMIN2 SLC7A1 DICER1 IER2 LCLAT1 EDN1 MAP6 HIC2 LIN28A RREB1 PLXNA1 KCNS3 TSNARE1 LACTB CACNA1B BAK1 ZKSCAN5 SLC25A15 MRPL30 ORC2 ZC3H7B ARHGEF39 NDUFA2 EIF4EBP1 SCN4A CDK19 SPTB MAPRE2 PHKA1 IGSF11 SBNO1 ENPEP PAFAH1B1 DIS3L2 DENND6A PPAT SRF SCUBE3 RMND5A KCTD21 SAXO1 RBM20 KIF24 TRAF6 HOMEZ STX18 GPATCH8 KPNA6 TMEM135 SAMD14 NT5DC1 KCNIP3 INO80D HIF1AN ZNF543 KCNH7 KDM4C RBM7 TBX4 PHF20 PPP2R5C DTX4 E2F3 SPATA31D3 SEMA4D SCARB2 GTF3C3 PCDH7 SPEG TRIAP1 BTG2 PCDH15 CYP24A1 ALPK3 NCOR2 VCPIP1 SEMA4C GRB10 C1orf74 ZNF691 TMEM120B ASB13 TMEM132E NCKAP5L RFX3 SEC61A2 ARMC7 CYTH2 RASGRF2 SMURF1 TENT5A POFUT2 DAAM1 RASGRF1 BCAN BRWD1 MCL1 RAB6B ZNF827 MAPK12 SCN2B SEL1L MSRB3 GOLGA5 RNF168 MFHAS1 MAP3K10 UBR7 C6orf47 SUN1 KIAA1841 PRSS35 FUT4 ATXN3 TRIL ZSWIM4 TMEM63A RAB3D CLN6 IL6R SAMD10 SPSB4 TET2 MFSD13A E2F2 ESYT1 MCTP2 FBXO42 SCRT2 RAPGEF5 CDC42SE1 DOCK3 RASGEF1A RYBP KIAA0319L FAM78A NKAPD1 LRP4 LPAR4 CDS2 ASIC1 ABHD3 HAPLN1 CEP85 SLC4A4 ISCU ZNRF3 RASSF3 MIR218_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR218_5P IKBKB CCDC50 MCF2 GRIA2 DPP6 ZNF471 FCHO2 MTURN MTMR12 BIRC5 PPP2R5A SHMT1 TRMT9B TMEM163 GNB1 CADM2 CA2 ARAP2 VOPP1 PRG4 TAC1 GNAS SV2A TANC2 SEMA6A TYROBP TMEM25 HIVEP1 CERT1 MIER3 MTMR1 PHC3 ROBO1 BCL9 ANKRD44 ALAS2 KALRN SHLD1 SGCZ PTPRA HPGD GLCE PLEKHF2 SHTN1 SMCHD1 ROBO2 KLF12 LRCH1 DCDC2 KCNH1 KRTAP5-5 COPS3 PHF24 C6orf62 ZDHHC15 KLHL29 GALNT3 DCUN1D1 MAST4 ELMO1 DNAL1 VASH2 BMI1 RNF41 GRIP1 MYORG PEX5L WNT2B MRPL19 SPON1 MINDY2 SH3D19 CCER2 BRINP3 ZWILCH CHM SLC16A10 GFPT1 PLPP3 CYBRD1 PIK3C2A MST1R FBXO41 CTSO C6orf201 RNF139 THOC2 SNX18 UBE2H SEC61A1 SORCS1 GRIK2 GNAI3 PUM2 CDH8 ITM2C FUT9 PLCL2 WDR44 HECTD2 PNPLA8 CCDC88A GNG3 SLC16A7 GALNT13 KCNQ5 SGPL1 SLCO5A1 EPHA5 RARA GPR161 CSMD3 NAPEPLD MAP3K2 GPR63 TTC39C RIMS1 CREB1 UEVLD ERC2 RNF103 CILK1 SOCS3 RHOQ GASK1B INSYN2A RELN PIEZO2 KLF8 VAMP7 SETBP1 RNF38 EBF2 COQ7 YEATS4 TOX3 RIF1 HCFC1 PDE7A CACNA1I FAM3C SH3RF1 MTMR6 RGS20 ACSL1 KLHL13 GJA1 CTTNBP2NL CALN1 ZBTB34 BBX LPCAT1 RABEP1 HS3ST2 GUCY1A2 MED17 LRIG1 GPR153 SPAG9 FAM217B KIF21B TRPS1 SEPHS1 CCNI RCC1 GRM1 EXD2 MYT1L LASP1 FAM172A GPAM EGLN3 SHC3 SIK2 ARF6 STAM2 REPS2 SLC6A17 EDEM1 PKP4 LHFPL6 ZNF333 ZFYVE26 DIRAS1 LRRC19 RCBTB1 NCAN RASSF2 H6PD KCNK15 MAGI2 RNF165 SCRT1 BCAT1 TXNDC5 NUP50 DDX6 TFAP2E SACS PCGF2 DUSP5 WDR47 EPHA8 ZEB2 RHOBTB1 PI4K2A TRIM71 EIF5A2 PCLO COMMD3-BMI1 PCDH8 C2orf88 SERTAD2 NACC1 IPO8 PPARGC1A TMX1 MSL2 C3orf70 CTNND2 GNAI2 MLLT3 CNN1 PPP2CB SHOC2 SOX11 MYSM1 KCNB1 GOLGA7 DCUN1D4 NAV3 SDC2 LCORL ZNF705E CNTNAP2 TPBGL GRAMD4 APH1B COPG2 ZFX PRMT3 KDM3B ELOVL4 BEND3 RIMBP2 MDGA2 ABCG4 EBF3 HCN3 CCDC6 SFRP2 NAA15 NMT2 TSPAN5 EBF1 GLUL ABRAXAS2 ELFN2 ONECUT2 ATL1 RAD51B RUNX2 MITF THSD7A HP1BP3 MID2 RIPOR2 PLD5 RNF114 OTUB2 UGT8 TRPC3 SERINC5 KIRREL3 C11orf87 C16orf70 COL10A1 TMEM178A THAP6 UBE3A MDGA1 TRIM9 VSIG10 CLEC5A TUB MYF5 ZRANB1 RAB8B EPHA7 GSKIP SPECC1L MOSPD1 SHANK2 TMEM150C SERP1 FAM214A TMEM132B ZNF705A CACNB4 UBE2D1 ADGRB3 KIF13A KCNT1 GABRB3 VPS13C TXLNG RRP1B ADRB1 JADE1 GAB2 KLHL11 ARL8B SRPRB IKZF1 UBE2Q2 SLC5A3 CPNE8 CDC42SE2 MAFG PIAS1 HOXD10 KCNQ3 KCNIP3 HOOK1 SEMA6B NPY1R FGF12 SREK1 KCNK2 TMEM151A SLC45A3 HS3ST3B1 PBX2 FAM81A VAT1 SNTB2 FOXN3 NEXMIF DBN1 ZC4H2 RABGAP1L TRHDE SHC4 UBR3 FBXL2 ADO PLPPR4 MOCS2 JMY SLC6A1 ADIPOR2 BZW2 IQCJ SLC17A6 GPR45 SNX4 L3MBTL3 GABRB2 SH3KBP1 PPP1CC RFX3 KIAA1522 NPAS2 B3GAT1 SORBS1 ZNF236 ADAMTS5 PRKG1 RTN3 SLAIN2 USP32 PKHD1 SHISA6 MBNL2 DAAM1 ELOVL5 SYT13 TNC RICTOR SCN2B CUL3 KLF9 SMPD3 COMMD8 SCAF11 UBQLN2 GPR183 SERPINI1 DPF3 TBC1D8B SLAIN1 RAPGEF4 CETN2 JADE2 SCAI OLIG2 GPM6A ZBTB11 INHBB CCNT1 FLRT3 POU2F1 INSYN2B KCTD16 ZMIZ1 ZNF831 USP34 SLC1A2 NRXN1 RET RCOR1 LRP1B NFATC3 WDR48 NXT2 PPP2R2A DLG2 GADL1 OBI1 PLA2R1 PLXNC1 KCND2 RANBP10 INTS6 ASIC1 CSDE1 ANKRD27 DCBLD2 HAPLN1 STXBP1 SFMBT1 PAG1 MIR3942_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3942_3P EVI2B DDC MDM4 NR2F2 SIX4 FAM114A2 DBI EYA4 OTOGL HUS1 MLF1 DYNLT1 MAPK8 ATP5PB HDAC9 CLSTN2 SLC44A1 DCUN1D4 MCTP1 MSANTD4 IRGQ SHLD1 ADCY9 A1CF KLF12 ACTA2 LBH SCOC C6orf62 ZDHHC15 INO80C CSNK1A1L MRO TMX3 SNTG1 ITPRIPL2 ODR4 HMGCLL1 TBL1XR1 FUT9 KLHL14 DUSP16 PUM2 ATG4C CCDC88A CDKN1C CERK ACVR1C ARHGAP15 ZNF274 ZNF507 PDE7A KCNAB1 CNOT6 NUB1 RIMKLB SEPTIN10 PPIC MTHFSD NIPA2 MARK1 C2orf83 BOLA2-SMG1P6 TRAPPC11 COG6 PRXL2A PRDM5 PRLR SGIP1 FAM171B COL3A1 USP13 RNF38 SP140L SS18L1 RPRD1A SCN2A CMC1 CEP20 SPAG9 GFM2 IFNK TP53AIP1 COL22A1 KLHL15 KIF1B CHUK LMLN AGPS RNGTT SPATA6L PDXDC1 DACH1 NPR3 SCN3B DLST MATR3 TGFA TSC22D2 ATXN1 PIWIL4 ZC3H14 NUP54 COL25A1 BCAT1 AADAC PLPP4 CSGALNACT2 PLK4 GLRB CPXCR1 VAV3 EXOC8 SLC16A1 TSHZ3 PNO1 CAPN14 TPT1 SNUPN TRMT9B CXADR GRM8 UST TET2 CCNE1 ASXL1 BDH2 DCAF12 ATXN3 TRIP12 KLRC2 ZBTB33 EXPH5 CATSPERE GEMIN2 ANKRD42 ZNF516 TCF12 TTC37 KCNS3 DENND4A SLC36A4 PPM1B GBE1 NCR2 SLC17A1 GIGYF2 ASB14 MAPK10 SLC25A24 RAB23 N4BP2L2 AZIN1 ESYT2 NAV1 RUNX1 CASP1 CDH13 PDCD1LG2 ZMYM3 TNFSF14 CCDC102B TMEM251 LBR VPS72 ZC2HC1A PLPPR4 ANKRD20A4P RXFP1 CSAG1 CWC27 ANKRD12 XYLT1 PKIA GATC NEGR1 NXPE3 RAB27B ADAM10 RPA1 KIAA1549L TMEM64 BRWD1 N4BP2 LEPROT TAOK1 ZNF620 MAB21L1 NUDT16 ZMYM2 C17orf80 FABP7 MGAT2 SCN7A MEGF11 ZC3H12C ZNF569 RALGPS2 GNB4 TAFA2 C9orf57 EML1 WIPF1 ZBTB44 FECH PTPRN2 RELCH SRP9 ZNF431 RBBP5 LIMA1 KCNJ2 VPS45 MAP1A MMP16 DHX29 PLEKHF2 PLA2R1 RAB11FIP2 MFSD4B ABCC5 SLC15A2 ZNF527 MINDY2 TTPAL IVNS1ABP APC DNAH14 WDR44 TM9SF3 HDX CDK6 SENP2 ERICH1 CHL1 SHROOM3 CSAG3 NECTIN4 CSRNP3 FAM20B TEX26 TTC27 HEMGN RYR3 YIPF6 SCPEP1 SECTM1 GPR158 PLCL1 SASS6 KATNAL1 PCDH17 LNPEP AGA TIAM1 ARIH1 PCDH11X DSEL NECAB1 NANP NLGN1 ZNF644 OTUD4 MSL1 TMEM38B SLC1A1 CCDC186 PERM1 MTCP1 ZBTB20 LAMC1 RFLNB RUNX1T1 MED13L NALCN HOOK3 MGAT1 MYO1D FANCD2 GPC6 CNIH1 ALDH2 RAB21 SOCS6 TRAPPC10 ABHD2 BRWD3 UBE2D1 MED23 FREM1 CNKSR3 C11orf87 P2RY13 RAPH1 SLC35F5 SMAD2 RMC1 RSF1 PTGER2 PCDHB4 ECHDC3 ANKRD20A1 CD36 VSTM2A AAK1 CDC40 ARL6IP6 TRIM10 VIRMA BMPR2 TNKS PCLO ARV1 MMAA MSTN ADAM28 JMY VCPIP1 PDHA1 STXBP5L TTC33 TNFRSF11B OLA1 CBLN1 CALML4 GAS2L3 RALB VWC2 IRAK2 C5orf15 TMEM215 MOXD1 SLC25A2 ZKSCAN3 TMEM167A SMG1 ANKRD20A2P PCNX4 PIKFYVE RAPGEF6 HAPLN1 MIR1323 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1323 VSIG1 ASIC2 CALU NR2F2 SIX4 TMEM170A MANEAL OSMR ARHGEF7 RTBDN CXCL1 PRRG1 ACSS3 SULF1 DDX3X KPNA3 MIER3 PHC3 ZNF518A ETS1 TEX30 CMPK1 CGGBP1 ANKRD44 QKI B4GALT6 TEC PRPF40A TBR1 PATJ HNRNPF TGFBR3 CRMP1 CNTNAP4 HSPA4L IL1R1 LY75 TMC7 ZBTB20 CASP8AP2 PGAP1 ARHGAP29 AKAP11 PPP1R12B RPS27L SCAF4 FRS2 PTPRD EPN2 ZBTB10 TTN ARPP19 ZNF615 EFNB1 FUT9 PGRMC1 FAM13C SAYSD1 ZNF286A MYO6 INPP5F GINS1 IKZF2 TET3 MLLT10 GPM6B NTAQ1 TTC39C KCNAB1 C9orf64 FOXM1 AGGF1 PRMT9 TLCD5 TEK PRDM10 VAMP7 KRCC1 FGFR2 METAP1 PLEKHB2 U2SURP CDYL KCTD10 HMGN2 PAK5 CFLAR EEA1 SMARCA1 USP47 IL6 GAPT G3BP2 KLHL15 ZNF70 STK26 LRRC8B FSD1L SREK1 C18orf63 TOMM20 CELF2 FNIP1 LARP4B KDM4C PEG10 ZMAT1 CRY1 KCTD12 LMAN2L UBA5 CD200R1 WNK1 IGF2BP3 PTPRO PCSK2 BCLAF1 SPRED1 WDR36 SMC6 SLC25A36 COL25A1 CHSY3 GPM6A PLAA SPTSSB CDH7 TMPO GRHL2 DDX4 GRK5 STRN3 FAM168A KDM7A SPO11 SFRP2 LPP PSIP1 RICTOR KLHL7 ENOX2 MYNN TSC22D2 ABCA8 PLD5 PTPRG ANKRA2 KHDRBS1 STK38 ZFHX4 RIDA STMN2 HACD4 HMGCR PRKD1 POMP GATM DENND4A PLGRKT SLC25A53 ATF7IP GOLGA7 GPATCH2L IRS1 SLC2A13 SRSF3 PPAT AZIN1 NAV3 RAD17 RCC1 SRI FKBP4 C15orf65 SGCD UBE2W GNAQ TNPO1 CNOT1 MAT2B DENND1A STT3A PIP5K1B ADCYAP1 MBNL3 CAND1 PELI1 NUP58 ILRUN LRP2BP VGLL3 DDX3Y KMT2C C8orf34 CPB2 TMEM135 SCAF11 CA8 NFXL1 SETD4 GLI3 SERTAD4 PHF6 ST6GAL2 PRKDC GID4 CAMSAP1 UVRAG DCC RTL6 GLOD4 GVQW3 FANCB RAB1A ARHGAP21 ATP2B1 CLOCK ZBTB44 C12orf66 CAMTA1 PRKAA2 FAM118B TARDBP BNC2 FBXO28 HHIP TKTL2 BMPER MCM9 ARL6IP1 SLITRK6 TBCEL IVNS1ABP CPD ASIC5 IKZF5 CDH6 ABHD17B TOPBP1 ZBTB33 ERICH1 XPO4 MIXL1 MFF PTPRQ C2orf49 TNFRSF19 GLCCI1 TPRG1 PWWP2A TPD52L3 MTMR6 PNRC1 USH2A YWHAH RFX2 ZSWIM6 PEX5 SSR1 SCN9A COPS3 TP53INP1 ARFGAP3 SNRPA1 ADCY2 ACKR3 PAQR9 SS18 BBOF1 ITPRID2 EEPD1 ATXN10 ATAD2B CLEC7A ATG14 SPTSSA MARCHF8 DNAJA2 SOCS7 CDK17 HMX2 SULF2 KIAA0408 MAN2A1 PARP1 ARHGAP32 DSC2 AAK1 CYP3A4 NPY1R BTBD3 NEXMIF RNF20 DNAJB2 STRN JMY RBBP5 DUSP7 PHIP CSE1L SRGAP1 TTC33 VASP CBLN1 COL11A1 ODC1 CREBRF SLAIN2 PPP6C PPTC7 MAP2K1 NCKAP1 PABPC4L ATXN3 DPP10 ZNF286B ZNF831 KPNA4 FAM151B TRAPPC8 RYBP MIR410_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR410_3P CREB5 AFF4 ATF1 SLC35C2 FCHO2 PDE4B DLG3 CBX3 MFAP5 FAM200B HIVEP1 VEGFA NR3C1 DGKH DNAL1 TSHZ2 C21orf91 GRIA2 SCAMP5 MAGI3 ASB11 TEC PRPF40A COBLL1 CNTN4 MCM10 ZNF273 SNX3 MOB1B CACNB4 GDF9 GLS SRSF11 DISC1 CSNK1G3 REST ARHGAP29 IPO7 KDM6A ATG16L1 DIO2 ELAVL4 TMED4 KIRREL1 C9orf72 GLIS3 DGKE RAD23B VEPH1 ZCCHC10 ASZ1 TMEFF2 UTRN LNPK HTATIP2 ATAD2 ACVR1C CADM2 CYP19A1 ZNF274 SLK FMR1 SMAD7 SPDYE3 SPDYE6 CNTLN SP1 GRHL3 LIN9 PPP1R2 ZFX RTN4 B3GLCT STXBP5 ARHGAP5 RORA RNF38 MKLN1 IRAK1BP1 SMARCA1 GUCY1A2 CBFB OTX2 ZFY PPFIBP1 NDNF SGPP1 PRKAA1 ROCK2 TEX14 NETO1 RERE ARMC8 CNOT7 GSK3B ZNF585A PBRM1 SNTG1 LHX8 ZBTB44 TPTE2 RC3H1 RAPGEF2 VPS13C ABHD18 TBX5 SPRED1 UGGT2 SCEL PCDH8 SP3 SRSF2 MYH9 NPPC ACADSB GLRB LSAMP TBX4 CNOT6L MATN3 ZZZ3 PRDM11 FAM104A KDM7A CHD1 WNT5B TAT NUMB NAA15 LETM2 PSIP1 RP2 PIK3IP1 LCORL PPP6R1 RAB30 ABHD10 CLEC6A CXCR4 SDHD ATRX CHML OR2L13 SLC38A4 MAP3K12 OCLN TRIM23 EYS RIDA FAM160A1 NAMPT ST8SIA4 KLHL9 HACE1 RC3H2 PTK2 EAF1 GIGYF2 CPEB4 TMEM106B SLC9A7 BTG3 TAS2R14 CPSF6 CPNE8 MAFG MED12 HMGB1 ARID5B FGF2 ARMC10 FGF12 PGM2L1 MANBA NCAM2 KLF10 G2E3 PARD6G POGLUT3 KCNMB2 ATP6V1H CEP152 TNPO1 MPP6 UFM1 MSI2 TNFSF11 TPR KLF6 STARD13 ETV6 TENT5A ADCYAP1 LIN7A RUFY3 VGLL3 RAPGEF6 TMEM108 ZNF548 PPP3CB ETS1 DPYSL2 DCTN6 MAB21L1 TENT4A IL12A ZNF492 DUSP2 SLC38A11 ANKRD29 PRG4 C5orf51 NDFIP2 SPDYE1 ZER1 USP29 ATP8B2 TAFA2 CFAP97 PCSK5 STAG1 FZD3 RPS24 PDZD2 GLRA3 MMS22L MICU3 RAB11FIP2 ELMOD2 CPEB3 ASB15 SLC24A2 LRRC7 ERBIN SETD3 RUFY2 GFPT1 PLPP3 GAD1 COL4A3 CLCA2 PRRX1 SMPX TMTC1 ADM EPB41L4B RGMB TDRD15 CCSER1 CGNL1 CREBZF LPCAT2 GOLPH3 FBXL17 ZBTB34 CFAP20 TMEM161B MANEA RNF6 ZSWIM6 KIAA0825 CCDC82 TIAM1 SLC34A2 TRUB1 SEC23A GPR180 ZNF644 TRPC1 PREX2 AHCTF1 USP15 PSME4 TMEM170B NRDE2 PRPF18 EXOC6 GPATCH2L SLC35G2 TTYH3 MOSMO RFX3 ERO1A SVIL IWS1 MED13 MN1 PLXNA2 LCOR SPDYA FBXO34 C11orf87 BAZ2B SMAD6 KIAA0408 ATN1 BMPR1A OSBPL3 ATAD5 CDK19 ZNF518B RPS6KA3 LPCAT4 SLC7A11 BMPR2 MGP PTPRB KDM4C LNX2 AVPR1A DNAL4 UBR3 SPDYE5 ZBTB41 TMEM236 NHLH2 LMTK2 MCFD2 HTR2A ARID2 KAT6A MAGEB18 PCNX1 COL15A1 WNT3 GUCA1B CCNDBP1 RAB38 MOXD1 RFK EXOC5 CXCL5 ITPKB MIR29B_3P_MIR29C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR29B_3P_MIR29C_3P ARHGEF10 PIAS2 CREB5 PCDHA2 AKT2 CCNYL1 CBX6 TFEC PMP22 OSTC CEP68 SH3BP5L PCSK5 FERMT2 SGMS2 MORF4L2 DNMT3B BMT2 KLF4 COL1A2 TMEM183A LYSMD1 FOXJ2 MTMR4 IL1RAP ZNF346 ANKRD13C DYNLT1 COL4A5 TMEM178B VEGFA PCDHA10 HAPLN3 MLXIP C11orf54 LOXL2 ROBO1 FGD4 AMER1 NCKAP5 ASAP2 COL5A3 SETDB2 TRIM63 SGCZ HPGD PRPF40A HIF3A IREB2 FAM168B OTULIN BACH2 TCF4 TLCD3B CCSER2 PGAP2 SGK1 CDC42BPA DNMT3A RAB30 RAP1GDS1 VASH1 DVL3 CPEB3 GRIP1 NREP TLL1 INA SAMD4A ADAMTS9 COL4A4 REST PGAP1 CRISPLD1 KCTD5 WDFY1 HBP1 N4BP2L1 DIO2 LIN7A COL9A1 SERPINH1 JARID2 ADAMTS10 RAP1A KDM5B ENPP2 COL6A3 LIF PCDHA13 GABRP CPSF7 DGKH ZFP36L1 EML6 ELF2 GPATCH2 CNR1 TFEB SMTNL2 MAP4K4 COL1A1 MOB1A FSTL1 ZNF469 TET3 TFAP2C DCX ZBTB5 MYCN SP1 BMF PPIC PALM PAN2 CCSAP KMT5C PCGF3 MARCHF1 PAPOLG VPS37C ABCE1 AKAP5 STX17 METAP2 DAAM2 CD276 PCDHA12 CSRNP2 ATP1B4 OSBPL11 ANKRD13B NFIA COL3A1 NPAS3 SS18L1 MINAR1 ZBTB34 MUC22 FER LOXL4 DPYSL5 YTHDF3 RNF39 BLMH TRAF3 IQCJ-SCHIP1 CEMIP PDIK1L GRIA3 COL22A1 NAV2 AK4 HAS3 LAMA2 CAMSAP2 TNRC18 LASP1 EFNA5 RAPGEFL1 NKRF CCNT2 REPS2 PXYLP1 RNF19A TMTC3 KNOP1 BCCIP NAV1 PRR3 POLR3E CUEDC1 ERCC6 COL11A1 CAV2 PCDHAC2 ULBP2 TUBB2A FAM167A STX16 COL5A1 MAPK10 PARG ABHD18 PCDHA11 KIAA0895 HORMAD1 KLHL28 OTUD4 SNX24 PPP1R15B CLDN1 COL4A6 RARB ENHO ZNF282 COL25A1 TMOD3 XKR4 EIF4E2 IFFO1 TMEM169 MYBL2 FRAT2 TNFAIP3 FAM13B C10orf55 RIC1 FBXW7 PCDHA7 LPL PCDHAC1 REV3L RLF RND3 DTWD2 CAMK4 EIF3J LSM11 AKAP13 RFX7 NASP MED12L ATP2B4 DCUN1D4 ZBTB20 CLEC2L NAV3 CHSY1 ARVCF LAMC1 ZDHHC21 PTEN ATAD2B ZFX C16orf72 PCDHA1 COL5A2 TDG NOTCH2 RBAK ELOVL4 NAP1L3 MORF4L1 MEX3B SH3PXD2A NLRX1 EOMES GID8 TMEM65 CDK6 SIRT1 ADAMTS7 KIF26A GAB1 SPARC PURG ERLIN2 GPX7 SLC30A3 ZNF704 SETDB1 MAPKBP1 CCNJ BRWD3 IGF1 YBX3 PCDHA6 SHPRH ELN SERINC5 ADAMTS2 PRKAB2 STMN2 COL7A1 DICER1 ING2 C12orf40 C2orf68 PPP1R13B KIAA1549 HDAC4 FAM241A LYPLA1 MAP6 SMS SMIM17 UBFD1 ZNF28 BAK1 PPM1E AMMECR1L PCDHA5 FRAS1 NKTR KIF26B TTC9 FREM2 MGA EML4 PRR14L COL4A1 DOT1L C1QTNF6 USP37 SESTD1 SIDT1 REL DENND6A RMND5A TIMM8B MAPRE1 NUP160 FEM1B KIF24 ARPP19 TAF11 DDX3X ADAMTS6 PTBP3 SH3GLB1 ZFP91 TRAF4 USP6NL SLC5A8 KCTD20 SLC6A14 HS3ST3B1 GNG12 NSD1 XKR7 EPC1 PRRC2C NEXMIF B3GNT5 PI15 DOLPP1 RERE ICOS BTG2 PCDHA9 NKIRAS2 RHOBTB1 COL2A1 HBEGF ZNF512B LOX MAPRE2 JAZF1 JMY GXYLT2 ANTXR2 TMEM236 HMCN1 COL19A1 AKAIN1 DGKD IFI30 CRYBG1 CEP97 PXDN PTPRK ZHX3 SCML2 HRK EML5 TPK1 ERP44 DCAF7 CSGALNACT2 COL27A1 PRKG1 STMP1 ADAMTS17 ING3 PCDHA8 MIDEAS ETV6 PCDHA4 DAAM1 MCL1 CPS1 PINX1 SLC7A6 TAF5 SPPL2B MFAP3 PLP1 SHROOM2 SMPD3 SENP1 C5orf15 STRN4 MXD1 BCORL1 POGLUT2 COL4A2 COL15A1 SLC44A5 TNFRSF1A FBN1 PCDHA3 ASXL3 PIK3R1 CDC42 ATRN ZMIZ1 TET2 CLOCK USP34 ISG20L2 ZBTB10 WWTR1 RTL6 PAIP2 GIT2 DTX4 XKR6 DLG2 RNF138 GNB4 NFAT5 SSC4D NKAPD1 SIDT2 TRIB2 ZMYM2 FBXW9 RGS1 SLC16A14 TET1 GPR37 MBTD1 AKT3 MIR29A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR29A_3P ARHGEF10 CREB5 PCDHA2 AKT2 CCNYL1 CBX6 TFEC PMP22 OSTC CEP68 SH3BP5L PCSK5 FERMT2 SGMS2 MORF4L2 DNMT3B BMT2 KLF4 COL1A2 TMEM183A LYSMD1 FOXJ2 MTMR4 IL1RAP ZNF346 ANKRD13C DYNLT1 COL4A5 TMEM178B VEGFA PCDHA10 HAPLN3 MLXIP C11orf54 LOXL2 ROBO1 FGD4 AMER1 NCKAP5 ASAP2 COL5A3 SETDB2 SEC24D TRIM63 SGCZ HPGD PRPF40A HIF3A IREB2 FAM168B OTULIN BACH2 TCF4 TLCD3B CCSER2 PGAP2 SGK1 CDC42BPA DNMT3A RAB30 RAP1GDS1 VASH1 DVL3 CPEB3 GRIP1 NREP TLL1 INA SAMD4A ADAMTS9 COL4A4 REST PGAP1 CRISPLD1 KCTD5 WDFY1 HBP1 N4BP2L1 DIO2 LIN7A COL9A1 SERPINH1 JARID2 ADAMTS10 RAP1A KDM5B ENPP2 COL6A3 LIF PCDHA13 GABRP CPSF7 DGKH ZFP36L1 EML6 ELF2 GPATCH2 CNR1 TFEB SMTNL2 MAP4K4 COL1A1 MOB1A FSTL1 ZNF469 TET3 TFAP2C DCX ZBTB5 MYCN SP1 BMF PPIC PALM PAN2 CCSAP KMT5C PCGF3 MARCHF1 PAPOLG VPS37C ABCE1 AKAP5 STX17 METAP2 DAAM2 CD276 PCDHA12 CSRNP2 ATP1B4 OSBPL11 ANKRD13B NFIA COL3A1 NPAS3 SS18L1 MINAR1 ZBTB34 MUC22 FER LOXL4 DPYSL5 YTHDF3 RNF39 BLMH TRAF3 IQCJ-SCHIP1 CEMIP PDIK1L GRIA3 COL22A1 NAV2 AK4 HAS3 LAMA2 CAMSAP2 TNRC18 LASP1 EFNA5 RAPGEFL1 NKRF CCNT2 REPS2 PXYLP1 RNF19A TMTC3 KNOP1 BCCIP NAV1 PRR3 POLR3E CUEDC1 ERCC6 COL11A1 CAV2 PCDHAC2 ULBP2 TUBB2A FAM167A STX16 COL5A1 MAPK10 PARG ABHD18 PCDHA11 KIAA0895 HORMAD1 KLHL28 OTUD4 SNX24 PPP1R15B CLDN1 COL4A6 RARB ENHO ZNF282 COL25A1 TMOD3 XKR4 EIF4E2 IFFO1 TMEM169 MYBL2 FRAT2 TNFAIP3 FAM13B C10orf55 RIC1 FBXW7 PCDHA7 LPL PCDHAC1 REV3L RLF RND3 DTWD2 CAMK4 EIF3J LSM11 AKAP13 RFX7 NASP MED12L ATP2B4 DCUN1D4 ZBTB20 CLEC2L NAV3 CHSY1 ARVCF LAMC1 ZDHHC21 PTEN ATAD2B ZFX C16orf72 PCDHA1 COL5A2 TDG NOTCH2 RBAK ELOVL4 NAP1L3 MORF4L1 MEX3B SH3PXD2A NLRX1 EOMES GID8 TMEM65 CDK6 SIRT1 ADAMTS7 KIF26A GAB1 SPARC PURG ERLIN2 GPX7 SLC30A3 ZNF704 SETDB1 MAPKBP1 CCNJ BRWD3 IGF1 YBX3 PCDHA6 SHPRH ELN SERINC5 ADAMTS2 PRKAB2 STMN2 COL7A1 DICER1 ING2 C12orf40 C2orf68 PPP1R13B KIAA1549 HDAC4 FAM241A LYPLA1 MAP6 SMS SMIM17 UBFD1 ZNF28 BAK1 PPM1E AMMECR1L PCDHA5 FRAS1 NKTR KIF26B TTC9 FREM2 MGA EML4 PRR14L COL4A1 DOT1L C1QTNF6 USP37 SESTD1 SIDT1 REL DENND6A RMND5A TIMM8B MAPRE1 NUP160 FEM1B KIF24 ARPP19 TAF11 DDX3X ADAMTS6 PTBP3 SH3GLB1 ZFP91 TRAF4 USP6NL SLC5A8 KCTD20 SLC6A14 HS3ST3B1 GNG12 NSD1 XKR7 EPC1 PRRC2C NEXMIF B3GNT5 PI15 DOLPP1 RERE ICOS BTG2 PCDHA9 NKIRAS2 RHOBTB1 COL2A1 HBEGF ZNF512B LOX MAPRE2 JAZF1 JMY GXYLT2 ANTXR2 TMEM236 HMCN1 COL19A1 AKAIN1 DGKD IFI30 CRYBG1 CEP97 PXDN PTPRK ZHX3 SCML2 HRK EML5 TPK1 ERP44 DCAF7 CSGALNACT2 COL27A1 PRKG1 STMP1 ADAMTS17 ING3 PCDHA8 MIDEAS ETV6 PCDHA4 DAAM1 MCL1 CPS1 PINX1 SLC7A6 TAF5 SPPL2B MFAP3 PLP1 SHROOM2 SMPD3 SENP1 C5orf15 STRN4 MXD1 BCORL1 POGLUT2 COL4A2 COL15A1 SLC44A5 TNFRSF1A FBN1 PCDHA3 ASXL3 PIK3R1 CDC42 ATRN ZMIZ1 TET2 CLOCK USP34 ISG20L2 ZBTB10 WWTR1 RTL6 PAIP2 GIT2 DTX4 XKR6 DLG2 RNF138 GNB4 NFAT5 SSC4D NKAPD1 SIDT2 TRIB2 ZMYM2 FBXW9 RGS1 SLC16A14 TET1 GPR37 MBTD1 AKT3 MIR369_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR369_3P NR2F2 CEBPA LTBP1 CDKL5 ZEB1 FZD6 DMD PDE4B DLG3 ELOVL7 ZNF423 ZNF281 ATP11C MAP3K7 ADCY5 COL4A6 NDUFA5 HOMER1 GNL3 RBPJ RFX4 ZKSCAN3 DMAC1 ANKRD44 ZNF345 TCF4 DSG2 DSN1 LRCH2 UBA6 PHACTR3 CNTNAP4 FBXL3 CDH19 PGAP1 TENM1 FCAMR RUBCNL EYA1 KIRREL1 RFPL2 PAQR3 CADM2 FAM161A HCN1 GOPC KLF7 CENPK SPDYE3 PAPPA CILK1 ZNF236 CAPZA1 RIMKLB CEBPG PPM1A PRDM1 CFL2 KL SEZ6 PTPN12 STXBP5 BACE1 ARHGAP5 WSB1 PDE4D RORA PARP8 RNF38 TAGAP GPN3 FPGT CEP20 YTHDF3 NCOA2 TLE4 GLG1 BIRC3 COX15 EPHA5 COG5 SGPP1 GRAMD1A CDYL2 RASSF8 FNIP1 FAF2 DENND1B RC3H1 PMP2 RBSN ABHD18 FAM135A EID2B TBC1D9 RNF214 HOXB3 ZNF771 SP3 GCOM1 CASK MKX GABRG2 FOXN2 PHACTR2 VAV3 CHSY1 MON2 RAB5B TBX4 PTBP1 PRDM11 MRPS6 HSPH1 MBNL2 IDI1 YAF2 IFNG ADNP MAP2 PLD5 DDX52 FGF18 BNIP2 DBR1 ZFHX4 TMEM117 UBE3A CUX1 RBM26 DENND4A RC3H2 GRAMD1B COL4A1 MBLAC2 RRP15 MAPRE1 SKI BMP2 C11orf71 ADAMTS6 DEPDC1 TJP1 PGM2L1 EGR1 SCN5A ZNF521 FZD5 PDE8B PRRC2C CCNE2 MYLK4 PAH C5orf24 PEX13 CAPZA2 MPP6 BICD2 KNTC1 SPICE1 ADAM10 PCDHA8 PELI1 CEP350 CEBPB LIN7A AGL YTHDF1 ZNF493 NCK1 MECP2 TAF1A INHBB FLRT3 FEZF1 DESI1 C8orf37 ALKAL2 JMJD1C ZER1 WBP4 TAFA2 MGAT4A AMZ1 KIF20A ITGA4 MMD HAO1 RANBP9 RELCH CHD7 NUMBL DYRK1A NIPBL HSD17B13 RAB11FIP2 RAB10 SLITRK1 LIN28B DYRK2 MINDY2 WDR20 PTPN14 MZT1 HOXD8 SEMA5A MAP3K2 CPOX POLR2M NF1 ABCD3 RAB39A RFPL1 ZNF711 EP300 SH3TC2 PNRC1 UBAP2L C11orf58 RGS7BP RAI1 EFNA5 ZSWIM6 GCA HES1 CCDC122 SNRPC SEC23A VWA5A CHAD GNB2 SON NEUROD1 PREX2 CCL22 OCIAD1 GJC1 EXOC7 PTPN21 N6AMT1 KHDRBS2 SUPT4H1 SETD2 MED13 PLXNA2 LCOR NETO1 FNBP4 LRRC40 MYOZ2 SMAD6 MTREX USP30 RSF1 FOXO1 UBAP1 CDK19 VSTM2A STK38L SLC7A11 ZFR NYAP2 NPY1R ATF2 PCDH10 LCA5 SPAG7 ARHGAP28 CBX4 MLX ARL2BP PROM2 TBC1D23 SRSF2 JMY ADAMTS3 RNF44 PAXIP1 PLN ACLY ACSL6 DR1 GRIK1 MCFD2 EIF4G3 NEUROG2 ARID2 TMEM245 TLL2 TMEM108 GPSM2 TNRC6A DSG3 PIGK TRAPPC8 RFK RYBP SHISA6 GBX2 VEGFC TRPV3 MIR1271_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1271_5P SOX6 FARP1 PRDM16 SLC39A1 ZEB1 WIPI2 STAG1 MORF4L2 FOXO3 NCALD PPP4R3A SLC16A9 CADM2 FN1 ITPR2 NRN1 SOGA1 SLITRK4 MORF4L1 TAC1 RAB27A BNC2 RALGPS1 MAP1B MAP2K3 CNNM3 CRYGS RGS2 ATXN3 VAT1L QKI LGI1 OR10W1 TRIB3 GCNT1 TARBP1 SPSB1 ARPC5L TBR1 REV1 LRCH2 KIAA0513 RAB10 NLGN2 CACNB4 TRIM46 MCMBP MTDH DCUN1D1 MAST4 DEUP1 CHIC1 ZFAND5 TLL1 EPHA3 LRRC7 PTGER3 CRKL CNN3 IGF1R KPNB1 GPC3 PGAP1 PPIL1 E2F5 ATG16L1 ST6GALNAC3 FRS2 NUDT13 MFAP3 SH3BP5 ELAVL4 ANXA11 MED14 RNF139 FYCO1 CACNA2D2 SINHCAF GRB2 ZFP36L1 MYRIP ADK GNAI3 TCF7L2 PLCB4 PDZD8 MAP3K3 ITPR1 PRRX1 SNX16 HDAC7 RNF183 DOCK9 AK3 MAP3K2 NANOS1 ERC2 RITA1 ERLIN1 GXYLT1 OVOL1 RGS17 ARHGAP6 DPYD DPY19L3 ASTN1 HOXA9 C20orf194 CYRIB MFAP3L SLC22A5 RIOX1 PLOD2 RAB2A IGF2BP1 TAF4B STK17A SLC12A6 LHX1 TOPORS FOXQ1 RGPD1 PTP4A1 GPR135 SLC24A4 STK19 SPAG8 PHF20L1 FRMD5 LRIG1 CREB3L2 SOX5 EIF5 SLC12A5 CEP170B SPRY3 AHR DLEU7 PHYHIPL MIGA1 OXSR1 PYGO2 BRINP2 APPL1 CTTN SCML4 REPS2 PPM1F DEPTOR PCGF5 EDEM1 PIK3C2A JPT2 GIT2 ZCCHC14 PRKAR1A ATG9A RASSF8 FOXK2 ST7 ALK USP45 PPM1L FKBP7 ABCA2 MTSS1 BICRAL RPS6KA6 ZDHHC17 OGT DDAH1 ASH1L OXGR1 MAGEL2 TMEM198 TUT4 RWDD4 ARHGEF3 ATXN1 ZCCHC3 AEBP2 PRTG POU2F2 RAB3C OLFM1 STX5 ABHD13 COL25A1 ABCD1 XKR4 SLC1A1 NEK7 KIAA1217 PNPLA1 TMEM169 SH3PXD2B PLAGL1 ADD3 PDE8B BRPF3 SLC33A1 DCUN1D3 CTDSP1 USF3 PRKCE LILRA1 FGF9 CD164 EIF3J SLC44A2 TMEM170B TAPT1 UCK2 LCP1 ATP2B4 SDC2 LAMC1 CERS2 B3GNT2 SERPINB2 TTYH3 CDH20 HOOK3 BCR MTOR GAN ZHX1 SNX30 CNOT6L FAM43A RUNDC3B EOMES AP3S1 EIF4EBP2 EBF3 LPP KLHL7 SLC44A5 PPP3R1 BCL2L12 STMND1 FNDC3B ZNF704 CHST1 NUS1 SV2C EVI5 YWHAG SLC39A9 BRWD3 STK17B DHX8 MITF RAB35 TOX KCNG3 B4GALNT1 BRMS1L CPSF6 HAS2 SLC38A4 ANKIB1 UBE2G1 SERINC5 GALNT2 RARG C16orf70 HSPA2 AGO4 KCNK9 ZFHX4 PHACTR4 TRIM9 NOVA2 SLC7A8 YIPF4 RAB8B SESN3 ADGRL2 SIN3B LRRC28 MROH2A SLF2 USP5 ADGRB3 VAMP3 FOXO1 NEUROD4 GDNF IRS1 GPR22 ZHX2 LMTK3 CAV1 PAFAH1B1 SLC26A9 MSN MAK RAB23 UNC13C UBE2Q2 AZIN1 RBM20 SH3KBP1 FEM1B SMAD1 DLAT ARPP19 ADCY6 SLC18A3 SEPTIN9 NPTX2 SPAST MTHFD2L RAPGEF4 ANKRD52 AQP2 EPAS1 TNS3 ELOVL5 LNX2 VAT1 NEXMIF SEZ6L SORT1 WDR82 GBP5 PRIMA1 ERG CNTN1 PRRT3 CELSR2 KLHL34 HBEGF PLPPR4 SLC6A9 PPP1R9B KRAS LRRC3 ZBTB41 YES1 FAM171A1 PHIP CHST10 KLHL4 DOCK1 LMTK2 COL13A1 FOXF2 CLN5 TPR CORO1C BMPR1B ARHGEF12 ACTRT3 SLAIN2 DAAM1 SPEN PALLD THBS2 RALB PTPMT1 RICTOR L1CAM GLE1 SCYL3 MED1 MAP2K1 AJAP1 PDZRN4 NCKAP1 NOVA1 EXT1 PAIP1 PRRG3 CBFA2T3 PPP3CA MRAS GAP43 SPIN1 DOCK4 DMXL1 RELL1 LRRC4 JMJD1C PAK1 ZFC3H1 NTN4 ANKRD27 PURA C5orf22 MIR3609 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3609 AGFG1 ADAM22 GMDS IL6ST AMPD3 MARCHF6 MPDZ MYLIP NDUFA5 DPP10 PCDH20 YWHAB TMEM9B NBR1 ADD1 VANGL1 CLEC12A VASH2 XIAP CD5L GRIP1 LMO3 FLRT3 PKD2 MTF1 FBXL3 BZW1 PLPPR1 ZBTB20 UBASH3B PDK4 PHTF2 DSC3 PRKD3 REST MKRN1 AKAP11 ATG16L1 FRS2 STMN1 GIPC2 AQP4 BICC1 AMELX CDIN1 SLC16A7 TMEM128 PPP2R3A GPR63 KCNAB1 SLC4A7 GXYLT1 NRG3 PRICKLE2 COIL TRIM33 TES TNFRSF21 CCSAP SCD CYB561D1 MASTL TMEM168 EGR3 ZNF514 PRR15 FURIN RAP2C FZD1 E2F5 GPN3 SLCO1C1 LEPROT GRM5 CKAP2 MAN1A2 SMARCA5 GUCY1A2 ASTN2 USP46 MED17 SPAG9 MARK3 BTF3L4 SGMS2 UTP23 KLHL15 ACOX3 L3MBTL1 MYT1L TNRC6B RNASE9 RAMAC EGLN3 NDNF SLCO4C1 PDGFC FSD1L PDE5A KRT10 TMCC3 PIK3C2A TMEM255A ARMC8 ZFYVE26 NTRK3 TRIM13 CITED2 ST8SIA3 PDLIM5 NSD2 RBSN FGD5 KRTAP4-7 NT5E SLC36A1 PPP1R15B SCN1A HNRNPL TBC1D9 SLC39A8 RAD21 PRKCH BCAT1 DOCK7 RRAS2 ZNF850 OSBPL8 C3orf70 REV3L MAGEB6 IKZF2 JPT1 CD36 PEX5L KCNB1 SDC2 MAGOHB YWHAQ MATN3 TDRD6 KDM3B FAM168A ITGB1 CHRM2 CCND1 FRMD6 LAMP3 SH3GL3 FUBP1 AKR7A2 NASP KLHL2 SLC31A2 ACER3 SSH2 EXOSC5 ENPP5 NRIP3 WDCP ZFHX4 GPR6 PLCH1 PPP3CA PPM1A BTG1 NEDD4 RPS6KA4 TNFSF13B NFAT5 CNGB3 HMGB2 CDC25A TRIP11 POU2F1 FOXJ3 BTG3 FAM120A TMEM68 RUNX1 PRKAR2B NRIP1 PLEKHA3 EPAS1 MRPS25 PDE7B AVIL TRIP10 DCDC2 BTG2 LRP12 LITAF SHTN1 NENF STIM2 RXFP1 CEP97 RASD1 UNC5D ADAMTS5 ADAM10 RNF128 MAPRE3 ELK3 MAP3K20 RPS6KA5 TNC RASL11B CETN2 DCTN6 PHLPP2 DNAJC27 SPOCK1 IL12A NBEAL1 DUSP2 KIF23 RCOR1 DOCK4 ETV1 ITGB8 EML1 MTMR10 RBM12B ITGA4 COX7A2 EIF4A2 EZH1 TMEM71 RARB AHI1 FAM117B CMBL SLC35A5 ENTPD7 F3 KMT5B GNAI1 TBC1D8 GKAP1 SLC24A2 MCF2L2 ANO5 ANKRD33B MAP3K2 HERC1 CSRNP3 MRPS36 FAM76B MFAP3L TOX3 EP300 KCNE4 COBL TRIM36 PTDSS1 GOLPH3 UGCG RBMX FZD3 DDHD1 NIBAN2 STRIP2 FBXL5 ZNFX1 LAMA3 RRAGD FUNDC2 SACS B3GALNT2 ERG28 OTUD4 TRPC1 C12orf75 ANO6 SERTM1 NEUROD1 GPR137B USF3 MED12L BCL2L11 HIBCH NPAT AP3D1 ZDHHC21 PBLD FEM1C DENND5B SH3PXD2A RNF38 LRRK1 ZFYVE9 PCDHA1 HSPA8 BRWD3 UBE2D1 TOX SETD2 MED13 BRMS1L SLC46A3 GPC4 FNBP4 YY1 RAPH1 RAB8B ACTR2 ZBED9 LYPLA1 BMP2K CEP44 EPHA4 PLPPR5 INIP AAK1 IFRD2 DPP8 IFI44L MIER1 OSMR STRN RYK FZD4 PTPN4 MAGI3 PHIP VASP KCNK10 RASGRF2 SLAIN2 YOD1 ZFYVE21 NAP1L5 ADGRL3 MMP13 SMIM13 TXNIP SCAI PPP1R1A TMEM245 DNAJC15 HIVEP3 SPSB4 CLOCK SMG1 ARHGAP26 CXCL5 LRFN5 C2CD2 ZNF800 CNTLN TYRP1 MIR206 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR206 TMCC1 DDX5 CREB5 ARPC3 MMD CNN3 HMBOX1 AP1S1 CPEB1 WIPF2 CAP1 TAF1B ZNF280D CDKL5 CCDC32 SEC23B FAM72D FAIM PDCD10 CREM ZNF281 FN1 KLF4 HIPK3 CBL SULF1 TBCK WNK3 GPD2 TPM4 FAM72B MMD2 PPP4R3B ARCN1 TSPAN4 BDNF DGKH LIPI NBEA ETS1 KCNJ2 PEAK1 PDK3 PTPN1 SLC44A1 HMGN1 ASRGL1 THRB CAVIN2 GPR6 BACH2 ATF2 ZNF250 API5 IFT52 GNPDA2 PPIB HIGD1A LAMP2 SLC39A10 NFAT5 NETO2 SAMD8 FLI1 HELZ2 NOL4L GCLC NAB1 SEMA6D MINDY2 PLXNA4 RNF145 AKAP11 E2F5 SLC35B4 FRS2 PTPN14 JARID2 GIPC2 MAP4K3 FAM91A1 MATR3 RGS7 SLC25A25 SMIM14 SPRN SEC61A1 WWC1 ZFP36L1 PDE12 NRP1 FBXL14 NINJ1 ASH2L METTL21A TNKS2 UTRN TIMP3 SLC25A30 INMT ATP6V1A PBX1 MYLK PDE7A KIF2A MXD1 RIT2 ADPGK PRDM10 ACER2 NEDD9 IP6K2 USP33 BPNT1 NXT2 CCSAP GLCCI1 DLG1 STARD7 ADAM12 TBX3 TNPO2 SUSD1 PHAX HSPD1 TOX3 BCL7A KCNMB2 FAM72A YWHAZ SH3TC2 EBPL BSCL2 CAAP1 MET TBX18 HACD3 KCTD10 GOLPH3 CTTNBP2NL GJA1 TRAPPC3 RAB5A CDK14 ANKRD29 PAX3 RBM27 ADAR FOSB DRD1 TRPS1 PDIK1L GPR158 CORO1C OSBPL7 SAMSN1 PCARE SNX2 LASP1 PREX1 WBP1L FAM102A ZFP36L2 INTS6 ACTB MEX3C EPHB1 KAT6B BCL11A PIK3C2A ARHGAP20 POGK C2orf69 BTAF1 DACH1 EIF4E LRCH1 RTN4IP1 ELF1 NFATC3 RNF165 NUP50 SP2 TRA2B MIPOL1 SPRED1 VAMP4 MAX ZEB2 SLC10A7 SLC25A36 EIF1AX RARB CLTC MYOCD SS18 MON2 HIVEP3 CCDC146 G6PD HNRNPU PDCD4 FBXW7 MEA1 INSM1 PRKCE MGAT4A FBXO33 BHLHE22 GPR85 XPO6 TRIM31 CHSY1 MPP5 SLC38A3 GABRA3 NDRG3 CERS2 YWHAQ RFLNB ATG13 FAM72C NT5C1B-RDH14 TMSB4X CD2AP UBE2H CLCN3 SLC7A2 FAM168A TMEM178A TAGLN2 CAPRIN1 UST SLC6A11 AJUBA RNF38 THBS1 PABPC1L2B PAX7 ZNF547 UBE4A FUBP1 TWF1 FNDC3B SLC25A22 AP1G1 AP1B1 GCH1 HP1BP3 MCTP1 SLC8A1 LRATD1 PTPRG SEC22B CITED2 KTN1 STMN2 EML3 SATB1 S100A7A SRSF9 UHMK1 JOSD1 EDN1 SERP1 LRRC8A PICALM CEBPZ KANK4 ZBTB6 HACE1 ZNF24 RAD54B MPP7 SNAI2 CWC15 FNDC3A SLC25A53 SLC29A3 TRIM2 PCDHB13 MBLAC2 RIMS4 SEC63 SMARCC1 STAG2 SFRP1 WDR61 FAM155A AZIN1 SLC39A9 SMARCB1 ANXA4 CCDC170 SLC8A2 KCNIP3 THAP12 CPED1 FUT3 TFE3 TNS3 CCL2 BSN HS3ST3B1 WDR1 SRI NEXMIF DDX55 MECOM MMRN1 GRK6 NFATC2 GIT1 PIRT PLPPR4 WDR48 ZBTB41 ARF3 ANP32E SLC37A3 SLC35G1 COL19A1 PHIP MEOX2 PPP4R2 TTC7B NCOA1 MSANTD2 KMT2E IMPACT ZNF326 SLC35B3 ZBTB4 DCP2 TBC1D15 ARF4 SOX9 UNC119B TMEM243 MAP4K2 RABGAP1L MTX1 HSP90B1 RICTOR ZMAT3 STC2 KAT6A GLCE TMEM135 SCAF11 ADGRA3 NCL MAB21L1 PHF6 ANXA2 MAL2 PFDN1 MFSD14A ASXL3 GPR137C PRKACB CREBL2 IGF1 CLOCK STK39 SRSF1 TPPP RNF138 C5orf51 MCHR1 ZNF800 SOWAHC FOXP1 KMT5B NET1 FAM126A SRGAP2 SYT1 MIR519C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR519C_3P PXK MDM4 PRDM16 CREB5 HNRNPUL1 DENND10 ZNF217 CPEB1 CBX6 FZD6 CAPRIN2 TSEN34 JAK1 DCAF8 ABL2 BMT2 ERBIN STX12 EZH1 MBNL3 HABP4 ARAP2 MTMR4 IL1RAP TMOD2 TANC2 ANKRD13C FAM117B TNKS1BP1 MAP1B COA1 NRP2 PHC3 GUCY1A1 TFAP4 LIMA1 VLDLR PPP1R9A ZDHHC14 CUL3 NCKAP5 CMPK1 KBTBD2 IFNAR2 USP28 GRIN2A KRT23 CHD9 BAG5 DNAJC16 TGFBR2 KLHL20 TP63 ZNF250 REPS2 ACVR1 BLCAP MAPK1 DNAL1 VASH2 NELL2 ZNF367 CDK2 LMX1A CPEB3 ITGB4 ARID4A SYDE2 RAB5C MYBL1 PKD2 NMUR2 TMEM50B AGO1 SLC24A2 CEP164 RUFY2 BECN1 MASTL WDR20 ARHGAP29 RNF128 CDC37L1 R3HDM1 CRISPLD1 ATG16L1 HBP1 ARHGAP12 SMAD5 ACTL6A TAFA1 FYCO1 MIER3 ITPRIPL2 NRSN1 PRDM8 SALL3 CR2 NR2C2 SLAIN1 TRERF1 EFR3A IRF2BP2 CCDC88A GALNT13 FAM169A IKZF2 FMR1 PIGS FASTK MAP3K2 MYLK NABP1 ZBTB5 MBNL1 CNOT6 ARID4B ENPP5 DLG5 STX6 CYP4V2 TESK2 PLCB1 CFL2 TNFRSF21 TSG101 ABHD3 SLC35D1 KREMEN1 ACSL4 ZNF711 ATP2C1 PIK3AP1 PHF14 TOX3 FAM126B IER3IP1 STXBP5 SMYD2 TMEM168 PRR15 ZFAND4 RAP2C DIP2A YTHDF2 TOPORS RUBCN FBXL17 SEMA7A GJA1 ERCC4 GRM5 STXBP5L FSTL5 ANKRD29 NFIA LRIG1 MEX3D KCNA1 CENPO LAPTM4A EMSY JAKMIP1 SETD5 GPR158 ATXN7L1 CEP120 BTF3L4 HAS3 CAMSAP2 RXFP1 MYT1L LARP4 RTN1 ILF3 PTHLH EFNA5 SMOC1 PHTF2 INTS6 NFIB ZNF652 MYRF IRF2 PIGA HEG1 FBXL5 CNOT7 ZNFX1 UXS1 PROX1 ANKFY1 ATP12A SUV39H1 SACS ZBTB18 HMGB3 RAB8A KLHL28 MRRF DNAJB9 PPP1R15B NIN DPYSL2 KDM2A MAN1C1 SON MAPK4 MYOCD ARHGAP1 RACGAP1 AFG1L SNX5 CHD5 LCLAT1 RPRD2 SFRP4 TMEM170B TAPT1 FIBIN SGMS1 SPTY2D1 CASD1 POLQ GOLGA1 SNRK ENTPD4 PXYLP1 PLIN2 MOSMO SKIDA1 CLCN3 NAA50 FBXW11 SH3PXD2A CHRM2 ZFYVE9 ROCK2 FRMD6 HSPA8 GAB1 ITCH TIPARP ABRAXAS2 SOCS6 ZNF704 BNC1 CRY2 NEUROG1 SOBP ASXL2 STK17B FBXO48 RASGEF1A MAP3K8 E2F7 EREG PITPNA HAS2 BTBD7 USP6 ANKIB1 MAP3K12 PSD ATP6V1C1 ZFHX4 ATXN1L UBE3A FAM199X DYNC1LI2 HS3ST5 EIF4E2 IQCH RAD51B GDA TLX1 NACC2 EMX2 CNOT4 LATS2 SLC40A1 HIF1A KIF13A TEX2 PARP1 ITPR1 WDR33 TFCP2L1 BTG3 PCDHB4 EPHA4 PHKA1 ZHX2 FOXJ3 PDE3B NAA30 PAFAH1B1 KMT2A ESR1 SCUBE3 AAK1 FAM155A NAGK MAPRE1 LDLR UHRF2 PDCD1LG2 WDFY3 BMPR2 TMEM64 RNF216 MAP7 HIF1AN PGM2L1 RAPGEF4 ZFP91 GABRR1 ARHGAP24 CDADC1 HIVEP2 E2F1 USP31 TRIP10 FCHO2 LIMK1 CTSK CIT HECA ADIPOR2 GRB10 USP3 LPGAT1 MOB1B SLC17A6 PTPN4 CPA3 HSD17B11 NHLH2 PPP1R3B CEP97 FOXF2 SRGAP1 RASD1 NPAS2 ZBTB4 SAMD8 ZNF236 KCNK10 HFM1 NUFIP2 CREBRF MAP3K9 SLAIN2 USP32 KMT2B HOXA3 ELK3 FJX1 BRWD1 RPS6KA5 FILIP1L SOS1 BICD2 APCDD1 BCO1 SCN2B BTBD10 SNIP1 RASL11B TAOK1 SORL1 RORB MAB21L1 MIGA2 FANCM CREB1 PRKAA1 EIF4G2 GPR137C INSYN2B NKIRAS1 IGF1 ARHGEF11 KBTBD8 OTUD7B TCIM KIF23 E2F2 SPOPL PIKFYVE ARX SSH1 KCNJ10 HPS5 FAM78A KCND2 PPP6R2 LRP4 PDZD11 DCBLD2 SATB2 L3MBTL3 SFMBT1 ZNRF3 MIR4760_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4760_3P ATM ADAM22 SLC30A6 MCF2 SLC25A21 RCHY1 ARMC1 PDPK1 PDE6D CA2 MBNL3 ZNF32 CTNNA1 URI1 MAPK8 ANK3 RPS6KA5 B4GALT6 APAF1 AP1S2 PCMTD1 ROBO2 CCDC198 SEC24B UBA6 ETNK1 TRABD2B ZNF326 GNGT1 SEPSECS IPO7 DSP RUBCNL ARHGAP12 APPBP2 UHRF1 ARMC8 HELQ AQP4 DNAJB14 PLCB4 NR2C2 TNKS2 SLC16A7 RBM41 ACOT2 GPM6B KBTBD3 PKIB RAP2B GPR1 HACE1 TVP23A INPP4A SH3GL3 CNKSR2 C2orf83 CLNS1A TBX3 MAGEE2 CDK1 RABGGTB ZNF567 PDE4D SGIP1 PRR16 RPRD1A PAK5 ERCC4 ASTN2 CXXC4 RBFOX1 SNTB1 CCN3 IL17A LRRC8B NMBR SNX2 SREK1 NETO1 GSKIP COL11A1 ARID4B C1QL3 RPS6KA6 ALDH18A1 ARHGEF38 IGF2BP3 FAM133B SPRED1 ACTR3 CHMP2B DCAF10 ACTN2 FAM135A ZBTB1 RASGRF1 POLR3G PHF21B RCAN3 HMGB1 SERTAD2 ZNF772 CEP135 GAGE1 GPR34 GPR85 IQGAP2 MON2 VPS4B DDX59 KIF21A ZFHX3 KDM7A MTRF1 MDGA2 WDR33 RRM2 CACNB2 KLHL7 WEE1 FNDC3B ARL1 PKN2 LCORL RAB11A MID2 ZNHIT6 PIK3CA AC011525.2 JRKL KHDRBS1 TLR4 STMN2 CCSER2 EMC8 CTNNA3 ZNF396 PUM2 ZBTB6 PPM1E GRAMD1B KDM4B GIGYF2 ASB14 SLC9B1 ATP8A1 PPM1B PRKAR2B DNAH7 SFI1 E2F3 SPIN4 NUP35 CDK15 ELF5 KLRC1 RNF212 EVI5 UFM1 MITD1 MAPRE2 AKR1D1 USP4 ARHGEF12 SIX3 ST18 PRSS23 TUBB2B BUB3 AKAP6 KIF23 FXYD4 SRSF1 RALGPS2 C5orf51 NR1D2 PRKG1 EIF4G1 PRKAA2 STAG1 MAP1B RBBP5 NBEA VWDE BACH2 LRCH2 EDIL3 USP22 LIN28B SLC39A10 SAMD8 LRRC7 TRIM24 QKI SERINC1 ZDHHC2 CSMD3 KIF4B CTBP1 SLC10A2 ZBTB34 ERCC6 IGDCC4 KLF5 SASS6 FMR1 XRN1 TENM3 CLDN16 CEP44 MFN1 DDAH1 STRBP GPR180 NLGN1 ZNF621 SH2D1A AMMECR1 SON KIAA0930 USF3 POLQ AS3MT MED13L FEM1C EPHA7 KIF26A RAB21 SOCS6 CCNJ SFPQ UBE2D1 STON1 BCHE MAP10 BAZ2B ACTC1 PICALM RREB1 BPNT2 FRAS1 RAB18 LSM6 GALNT11 INO80D CFTR ZFP3 TLR7 ST3GAL2 RNF20 LRRTM3 KCTD9 GOLPH3L VCPIP1 PTPN4 ADAMTS3 DPY19L1 KIF4A PHIP KLHL4 GPRIN3 ELAVL2 HECTD2 PLSCR1 FRZB GRM6 SIGLEC9 ANKUB1 TBC1D8B SCAI CNST ZBTB11 DPP10 GPSM2 ABHD6 ADARB2 PLEKHA5 MEIOC MIR12133 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12133 SOX6 FARP1 PRDM16 SLC39A1 ZEB1 WIPI2 STAG1 MORF4L2 FOXO3 NCALD PPP4R3A SLC16A9 CADM2 FN1 ITPR2 NRN1 SOGA1 SLITRK4 MORF4L1 TAC1 RAB27A BNC2 RALGPS1 MAP1B MAP2K3 CNNM3 CRYGS RGS2 ATXN3 VAT1L QKI LGI1 OR10W1 GCNT1 TARBP1 SPSB1 ARPC5L TBR1 REV1 LRCH2 KIAA0513 RAB10 NLGN2 CACNB4 TRIM46 MCMBP MTDH DCUN1D1 MAST4 DEUP1 CHIC1 ZFAND5 EPHA3 LRRC7 PTGER3 CRKL CNN3 IGF1R KPNB1 GPC3 PGAP1 PPIL1 E2F5 ST6GALNAC3 FRS2 NUDT13 MFAP3 SH3BP5 ELAVL4 ANXA11 MED14 RNF139 FYCO1 CACNA2D2 SINHCAF GRB2 ZFP36L1 MYRIP ADK GNAI3 TCF7L2 PLCB4 PDZD8 MAP3K3 ITPR1 PRRX1 SNX16 HDAC7 RNF183 DOCK9 AK3 MAP3K2 NANOS1 ERC2 RITA1 ERLIN1 GXYLT1 OVOL1 RGS17 ARHGAP6 DPYD DPY19L3 ASTN1 HOXA9 C20orf194 CYRIB MFAP3L SLC22A5 RIOX1 PLOD2 RAB2A IGF2BP1 TAF4B STK17A SLC12A6 LHX1 TOPORS FOXQ1 RGPD1 PTP4A1 GPR135 SLC24A4 FZD3 STK19 SPAG8 PHF20L1 FRMD5 LRIG1 CREB3L2 SOX5 EIF5 SLC12A5 CEP170B SPRY3 AHR DLEU7 PHYHIPL MIGA1 OXSR1 PYGO2 BRINP2 APPL1 CTTN SCML4 REPS2 PPM1F DEPTOR PCGF5 EDEM1 PIK3C2A JPT2 GIT2 ZCCHC14 PRKAR1A ATG9A RASSF8 FOXK2 ST7 ALK USP45 PPM1L FKBP7 ABCA2 MTSS1 BICRAL RPS6KA6 ZDHHC17 OGT DDAH1 ASH1L SYT16 OXGR1 MAGEL2 TMEM198 TUT4 RWDD4 ARHGEF3 FADS1 ATXN1 ZCCHC3 AEBP2 PRTG POU2F2 RAB3C OLFM1 STX5 ABHD13 COL25A1 ABCD1 XKR4 SLC1A1 NEK7 KIAA1217 PNPLA1 TMEM169 SH3PXD2B PLAGL1 PDE8B BRPF3 SLC33A1 DCUN1D3 CTDSP1 USF3 PRKCE LILRA1 FGF9 CD164 EIF3J SLC44A2 TMEM170B TAPT1 UCK2 OSBPL10 LCP1 ATP2B4 SDC2 LAMC1 CERS2 B3GNT2 SERPINB2 TTYH3 CDH20 HOOK3 BCR MTOR GAN ZHX1 SNX30 CNOT6L FAM43A RUNDC3B EOMES AP3S1 EIF4EBP2 EBF3 LPP KLHL7 SLC44A5 PPP3R1 BCL2L12 STMND1 FNDC3B ZNF704 CHST1 NUS1 SV2C EVI5 YWHAG SLC39A9 BRWD3 STK17B DHX8 MITF TOX KCNG3 B4GALNT1 BRMS1L CPSF6 HAS2 SLC38A4 ANKIB1 UBE2G1 SERINC5 GALNT2 RARG C16orf70 HSPA2 AGO4 KCNK9 ZFHX4 PHACTR4 TRIM9 NOVA2 SLC7A8 YIPF4 RAB8B SESN3 ADGRL2 SIN3B LRRC28 MROH2A SLF2 USP5 ADGRB3 VAMP3 FOXO1 NEUROD4 GDNF IRS1 GPR22 ZHX2 LMTK3 CAV1 PAFAH1B1 SLC26A9 MSN MAK RAB23 UNC13C UBE2Q2 AZIN1 RBM20 SH3KBP1 FEM1B SMAD1 DLAT ARPP19 ADCY6 SEPTIN9 NPTX2 SPAST MTHFD2L RAPGEF4 AQP2 EPAS1 TNS3 ELOVL5 LNX2 VAT1 NEXMIF SEZ6L SORT1 WDR82 GBP5 PRIMA1 ERG CNTN1 PRRT3 CELSR2 KLHL34 HBEGF PLPPR4 SLC6A9 PPP1R9B KRAS LRRC3 ZBTB41 YES1 FAM171A1 PHIP CHST10 KLHL4 DOCK1 LMTK2 COL13A1 FOXF2 CLN5 TPR CORO1C ARHGEF12 ACTRT3 SLAIN2 DAAM1 SPEN PALLD THBS2 RALB PTPMT1 RICTOR L1CAM TRIB3 GLE1 SCYL3 MED1 MAP2K1 AJAP1 PDZRN4 NCKAP1 NOVA1 EXT1 PAIP1 PRRG3 CBFA2T3 PPP3CA MRAS GAP43 SPIN1 DOCK4 DMXL1 RELL1 LRRC4 JMJD1C PAK1 ZFC3H1 NTN4 ANKRD27 PURA C5orf22 MIR519A_3P_MIR519B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR519A_3P_MIR519B_3P PXK MDM4 PRDM16 CREB5 HNRNPUL1 DENND10 ZNF217 CPEB1 CBX6 FZD6 CAPRIN2 TSEN34 JAK1 DCAF8 ABL2 BMT2 ERBIN STX12 EZH1 MBNL3 HABP4 ARAP2 MTMR4 IL1RAP TMOD2 TANC2 ANKRD13C FAM117B TNKS1BP1 MAP1B COA1 NRP2 PHC3 GUCY1A1 TFAP4 LIMA1 VLDLR PPP1R9A ZDHHC14 CUL3 NCKAP5 CMPK1 KBTBD2 IFNAR2 USP28 GRIN2A KRT23 CHD9 BAG5 DNAJC16 TGFBR2 KLHL20 TP63 ZNF250 REPS2 ACVR1 BLCAP MAPK1 DNAL1 VASH2 NELL2 ZNF367 CDK2 LMX1A CPEB3 ITGB4 ARID4A SYDE2 RAB5C MYBL1 PKD2 NMUR2 TMEM50B AGO1 SLC24A2 CEP164 RUFY2 BECN1 MASTL WDR20 ARHGAP29 RNF128 CDC37L1 R3HDM1 CRISPLD1 ATG16L1 HBP1 ARHGAP12 SMAD5 ACTL6A TAFA1 FYCO1 MIER3 ITPRIPL2 NRSN1 PRDM8 SALL3 CR2 NR2C2 SLAIN1 TRERF1 EFR3A IRF2BP2 CCDC88A GALNT13 FAM169A IKZF2 FMR1 PIGS FASTK MAP3K2 MYLK NABP1 ZBTB5 MBNL1 CNOT6 ARID4B ENPP5 DLG5 STX6 CYP4V2 TESK2 PLCB1 CFL2 TNFRSF21 TSG101 ABHD3 SLC35D1 KREMEN1 ACSL4 ZNF711 ATP2C1 PIK3AP1 PHF14 TOX3 FAM126B IER3IP1 STXBP5 SMYD2 TMEM168 PRR15 ZFAND4 RAP2C DIP2A YTHDF2 TOPORS RUBCN FBXL17 SEMA7A GJA1 ERCC4 GRM5 STXBP5L FSTL5 ANKRD29 NFIA LRIG1 MEX3D KCNA1 CENPO LAPTM4A EMSY JAKMIP1 SETD5 GPR158 ATXN7L1 CEP120 BTF3L4 HAS3 CAMSAP2 RXFP1 MYT1L LARP4 RTN1 ILF3 PTHLH EFNA5 SMOC1 PHTF2 INTS6 NFIB ZNF652 MYRF IRF2 PIGA HEG1 FBXL5 CNOT7 ZNFX1 UXS1 PROX1 ANKFY1 ATP12A SUV39H1 SACS ZBTB18 HMGB3 RAB8A KLHL28 MRRF DNAJB9 PPP1R15B NIN DPYSL2 KDM2A MAN1C1 SON MAPK4 MYOCD ARHGAP1 RACGAP1 AFG1L SNX5 CHD5 LCLAT1 RPRD2 SFRP4 TMEM170B TAPT1 FIBIN SGMS1 SPTY2D1 CASD1 POLQ GOLGA1 SNRK ENTPD4 PXYLP1 PLIN2 MOSMO SKIDA1 CLCN3 NAA50 FBXW11 SH3PXD2A CHRM2 ZFYVE9 ROCK2 FRMD6 HSPA8 GAB1 ITCH TIPARP ABRAXAS2 SOCS6 ZNF704 BNC1 CRY2 NEUROG1 SOBP ASXL2 STK17B FBXO48 RASGEF1A MAP3K8 E2F7 EREG PITPNA HAS2 BTBD7 USP6 ANKIB1 MAP3K12 PSD ATP6V1C1 ZFHX4 ATXN1L UBE3A FAM199X DYNC1LI2 HS3ST5 EIF4E2 IQCH RAD51B GDA TLX1 NACC2 EMX2 CNOT4 LATS2 SLC40A1 HIF1A KIF13A TEX2 PARP1 ITPR1 WDR33 TFCP2L1 PCDHB4 EPHA4 PHKA1 ZHX2 FOXJ3 PDE3B NAA30 PAFAH1B1 KMT2A BTG3 ESR1 SCUBE3 AAK1 FAM155A NAGK MAPRE1 LDLR UHRF2 PDCD1LG2 WDFY3 BMPR2 TMEM64 RNF216 MAP7 HIF1AN PGM2L1 RAPGEF4 ZFP91 GABRR1 ARHGAP24 CDADC1 HIVEP2 E2F1 USP31 TRIP10 FCHO2 LIMK1 CTSK CIT HECA ADIPOR2 GRB10 USP3 LPGAT1 MOB1B SLC17A6 PTPN4 CPA3 HSD17B11 NHLH2 PPP1R3B CEP97 FOXF2 SRGAP1 RASD1 NPAS2 ZBTB4 SAMD8 ZNF236 KCNK10 HFM1 NUFIP2 CREBRF MAP3K9 USP32 KMT2B HOXA3 ELK3 FJX1 BRWD1 RPS6KA5 FILIP1L SOS1 BICD2 APCDD1 BCO1 SCN2B BTBD10 SNIP1 RASL11B TAOK1 SORL1 RORB MAB21L1 MIGA2 FANCM CREB1 PRKAA1 EIF4G2 GPR137C INSYN2B NKIRAS1 IGF1 ARHGEF11 KBTBD8 OTUD7B TCIM KIF23 E2F2 SPOPL PIKFYVE ARX SSH1 KCNJ10 HPS5 FAM78A KCND2 PPP6R2 LRP4 PDZD11 DCBLD2 SATB2 L3MBTL3 SFMBT1 ZNRF3 MIR148A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR148A_3P VSIG1 ESR1 ESRRG AGFG1 ADAM22 SIX4 TMEM170A BTBD3 MMD CDKL5 MNT UCP3 MACIR TENT2 CBLB NT5C3A MIER1 KLF4 FAM104A HOMER1 CCDC141 TNRC6C UBE2D3 CCT6A BCL2L11 PRNP AKAP1 MMP15 ROBO1 YWHAB RAB34 PEAK1 RPS6KA5 TMEM9B QKI B4GALT6 ZDHHC23 GPATCH8 FAM234A PITPNM2 LIPA F3 DUSP1 CNTN4 ROBO2 FAM168B UBE4B BACH2 TMED7 SNAP91 ACVR1 LDLR A4GNT TBC1D8 TEK ZNF804A ARL6IP1 NFAT5 SIK1B STARD13 PDE1C AGO1 NOL4L KAT7 NCOA1 WDR20 CIITA VPS37A CDK19 MRAS ELAVL4 JARID2 EYA3 RAB14 EPN2 NOL4 GLRX5 WDFY4 TBL1XR1 AP4E1 GADD45A NRP1 CLCN6 BICC1 TMEM54 CSF1 PNPLA6 ATP11A AHDC1 ADAM23 CYTH3 FAM161A WDR47 RTN4 TGIF2 FMR1 PIGS MLLT10 CDC14A XPO4 SESN2 NR2C2AP CBLL1 PRICKLE2 SYNJ1 ABCA1 UHMK1 ABCD3 CFL2 USP33 CASZ1 RNF38 ADAMTS19 CANX NEURL4 KIAA0232 WNT10B NPEPL1 RALBP1 DNMT1 PHF3 EPM2A OSBPL11 HBS1L PPP1R10 ERRFI1 SIRT7 GPRC5A TGFA EOGT PTGES3 MRGPRX3 RGMA GRID2 MLLT6 IL15 ATXN7L1 CUL5 KRT76 GPM6A CAMSAP2 LTBP1 CHUK ATP8A1 ARFIP1 TOMM70 KIAA1217 ITPK1 TANC1 PIK3C2A SLC16A6 RC3H1 PHACTR2 LEPROTL1 PIGA RASSF8 SSR1 ZFYVE26 BTAF1 MPL SCN9A CCKBR SNX27 ANXA4 ABCB7 NPTN ARRDC3 RANGAP1 ZDHHC17 FEZ2 IGFBP5 ITGA5 DDX6 TMEM266 ATXN1 PRKCZ OTUD4 SZRD1 ANGEL2 CS TGFB2 LRP2 DOCK6 KRTAP2-3 ADCY2 ERBB3 KIF14 POU3F2 PLAA C1GALT1 UBAP2L ATP6AP2 ARHGEF12 CDK5R1 MAP3K9 SLC24A3 ZBTB18 SNN RFX7 MED12L CERS6 SPTY2D1 ATP2B4 NHS MDFIC ZDHHC7 MAFB CDH20 SKIDA1 CLTA ALCAM KDM7A NRARP MACROH2A1 ATG14 FAM43A CCDC6 ROCK1 ITGA9 HECW2 RUNX2 MITF FXR1 PPP6R1 MMP10 ADAMTS15 E2F7 CYB5R4 CHD7 BMP3 ADGRF5 S1PR1 BAZ2B AGO4 SLC26A4 LBR DICER1 MAP3K4 ING2 SMS PGRMC2 CELSR1 B4GALT5 RBM24 ADGRB3 NCKIPSD DYRK2 SRSF11 USP48 YTHDC2 INO80 COL4A1 ARL8B SESTD1 SGCB CD72 KMT2A RMND5A SBF2 WNT1 GMFB MAFG NOG EFNB2 FOXF1 ITSN2 LYSMD2 TRIM59 PHF20 EPAS1 MTMR14 DCP2 TMEM63B USP31 CNTNAP3B CEP55 GTF2H1 CTSA TGOLN2 JMY SOS2 PPP1R9B ZNF821 SESN3 MEOX2 LMTK2 ZCCHC2 ELAVL2 TRAK2 KLF6 DMXL1 SIK1 ARF4 NAT14 ADAM10 USP32 CAND1 SLC2A1 MTCL1 ATP4B MOSPD1 NPTX1 GPCPD1 RICTOR MMP13 BTBD10 CDKN1B HOXC8 MAP2K1 EPS15 MXD1 C18orf25 ADAM17 CADM1 TXNIP KLF5 VMP1 INHBB PRKAA1 FBN1 GPR137C KCTD16 STOX2 GAP43 CABP7 NME7 LRRC41 TNRC6A MTMR9 CDS1 DLG2 OBI1 DENND4C SECISBP2L PRKAG2 SLC25A44 ITGB8 MGAT4A ARHGAP21 MTMR10 MIR1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1_3P TMCC1 DDX5 CREB5 ARPC3 MMD CNN3 HMBOX1 AP1S1 CPEB1 WIPF2 CAP1 TAF1B ZNF280D CDKL5 CCDC32 SEC23B FAM72D FAIM PDCD10 CREM ZNF281 FN1 KLF4 HIPK3 CBL SULF1 TBCK WNK3 GPD2 TPM4 FAM72B MMD2 PPP4R3B ARCN1 TSPAN4 BDNF DGKH LIPI NBEA ETS1 KCNJ2 PEAK1 PDK3 PTPN1 SLC44A1 HMGN1 ASRGL1 THRB CAVIN2 GPR6 BACH2 ATF2 ZNF250 API5 IFT52 GNPDA2 PPIB HIGD1A LAMP2 MRO SLC39A10 NETO2 SAMD8 FLI1 HELZ2 NOL4L GCLC NAB1 SEMA6D MINDY2 PLXNA4 RNF145 AKAP11 E2F5 FRS2 PTPN14 JARID2 GIPC2 MAP4K3 FAM91A1 MATR3 RGS7 SLC25A25 SMIM14 SPRN SEC61A1 WWC1 ZFP36L1 NRP1 FBXL14 NINJ1 ASH2L METTL21A TNKS2 UTRN TIMP3 SLC25A30 INMT ATP6V1A PBX1 MYLK PDE7A KIF2A MXD1 RIT2 ADPGK PRDM10 ACER2 NEDD9 IP6K2 USP33 BPNT1 NXT2 CCSAP GLCCI1 DLG1 STARD7 ADAM12 TBX3 TNPO2 SUSD1 PHAX RFWD3 HSPD1 TOX3 BCL7A KCNMB2 FAM72A YWHAZ SH3TC2 EBPL BSCL2 CAAP1 MET TBX18 HACD3 KCTD10 GOLPH3 CTTNBP2NL GJA1 TRAPPC3 RAB5A CDK14 ANKRD29 PAX3 RBM27 ADAR FOSB DRD1 PDIK1L GPR158 CORO1C OSBPL7 SAMSN1 PCARE SNX2 LASP1 PREX1 WBP1L FAM102A ZFP36L2 INTS6 ACTB MEX3C EPHB1 KAT6B BCL11A PIK3C2A ARHGAP20 POGK C2orf69 BTAF1 DACH1 EIF4E LRCH1 RTN4IP1 ELF1 NFATC3 RNF165 NUP50 SP2 TRA2B MIPOL1 SPRED1 VAMP4 MAX ZEB2 SLC10A7 SLC25A36 EIF1AX RARB CLTC MYOCD SS18 MON2 HIVEP3 CCDC146 G6PD HNRNPU PDCD4 FBXW7 MEA1 INSM1 PRKCE MGAT4A FBXO33 BHLHE22 GPR85 XPO6 CHSY1 MPP5 SLC38A3 NDRG3 CERS2 YWHAQ RFLNB ATG13 FAM72C NT5C1B-RDH14 TMSB4X CD2AP UBE2H CLCN3 SLC7A2 FAM168A TMEM178A TAGLN2 CAPRIN1 UST SLC6A11 AJUBA RNF38 THBS1 PABPC1L2B PAX7 ZNF547 UBE4A FUBP1 TWF1 FNDC3B SLC25A22 AP1G1 AP1B1 GCH1 HP1BP3 MCTP1 SLC8A1 LRATD1 PTPRG SEC22B CITED2 KTN1 STMN2 EML3 SATB1 S100A7A SRSF9 UHMK1 JOSD1 EDN1 SERP1 LRRC8A PICALM CEBPZ KANK4 ZBTB6 HACE1 ZNF24 RAD54B MPP7 SNAI2 CWC15 FNDC3A SLC25A53 SLC29A3 TRIM2 PCDHB13 MBLAC2 RIMS4 SEC63 SMARCC1 STAG2 SFRP1 WDR61 FAM155A AZIN1 SLC39A9 SMARCB1 ANXA4 CCDC170 SLC8A2 KCNIP3 THAP12 CPED1 FUT3 TFE3 TNS3 CCL2 HS3ST3B1 WDR1 SRI NEXMIF DDX55 MECOM MMRN1 GRK6 NFATC2 GIT1 PIRT PLPPR4 WDR48 ZBTB41 ARF3 ANP32E SLC37A3 SLC35G1 COL19A1 PHIP MEOX2 PPP4R2 TTC7B NCOA1 MSANTD2 KMT2E IMPACT ZNF326 SLC35B3 ZBTB4 DCP2 TBC1D15 ARF4 SOX9 UNC119B TMEM243 MAP4K2 RABGAP1L MTX1 HSP90B1 RICTOR ZMAT3 STC2 KAT6A GLCE TMEM135 SCAF11 ADGRA3 NCL MAB21L1 PHF6 ANXA2 MAL2 PFDN1 MFSD14A ASXL3 GPR137C PRKACB CREBL2 IGF1 CLOCK STK39 SRSF1 TPPP RNF138 C5orf51 MCHR1 ZNF800 SOWAHC NFAT5 FOXP1 KMT5B NET1 FAM126A SRGAP2 SYT1 MIR513A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR513A_5P AGFG1 EHBP1 ALS2CL UBN2 NCALD SPATA33 IL6ST ALG9 BTBD11 NR2F1 ASF1A WNK3 RCAN1 SPATA13 CHL1 CLSTN2 DCUN1D4 TBR1 DSN1 C22orf39 MCHR2 RTL9 PSRC1 KIAA0586 SLC35F1 CTNND1 KAT2B PRKG2 MTF1 PTGER3 CALD1 MYB GYPA NEO1 ENC1 EYA1 GOLM1 FAM184A RNF139 RPN2 BDKRB2 SLC25A25 DDX5 GALR1 GPT2 ARHGEF7 MT1F ASH2L CNR1 PXN ACVR1C GPI CCNG1 TTC39C RAP2B LPIN1 GXYLT1 CTH SH3GL3 KCNB2 MARK1 PDE8A ARHGEF26 ST3GAL6 ADD3 FBXO34 TLK2 CDH11 SLC35A3 ROR1 GRM5 CLK2 MKLN1 SLC1A2 FBXO10 USP46 PHF3 TREML1 EDEM3 YTHDF3 C12orf4 GRSF1 SAMD9L TNRC6B AGPS AKAP13 SMOC2 CACNA1B TXLNG TRPM3 SEMA7A NR5A2 SYNRG GAREM1 PRR3 NPTN RC3H1 MAGI2 EI24 SMAD4 USP21 GNS SNX10 GTF2A1 KCNK2 ERICH3 SCN1A PET117 ADAMTSL1 BRPF3 CAGE1 KCTD14 NRK SEMA6A TSTD3 SPRTN SNN ZNF329 BHLHE22 DTNA ADAMTSL3 ZNF44 GCSAM KIAA1109 KDM3B FAM168A KDM7A JMJD8 DDT FRMD6 HS2ST1 PNKD MUCL1 ZFAND3 ELFN2 CAPN15 TSC22D2 IMPA2 KRAS EPS8 VAV2 APLP2 RGPD5 SEMA4F GPR6 CCSER2 PLCH1 CKAP4 HMGCR SRRM2 HIC2 PDS5A BTG1 PPP4R2 GRIN2A CBLB SNRK SAMSN1 KCTD8 SBF2 SLC5A3 ZNF334 KLF3 RASSF8 GMFB RUNX1 PLK2 VPS53 TLE4 SFSWAP ING5 PDIA5 HSDL1 GNG13 CYP1B1 USP31 XDH BTG2 ATF6B MYLK4 LRRIQ3 GCC2 SOD1 KHSRP ANTXR2 INSM2 MORC3 TTR COL19A1 TNPO1 BAALC ANKRD12 UBE2V1 PSMD11 NPAS3 DUSP18 RGPD4 TPR PKIA KLF6 ZNF609 DCX GATC UNC5D SPICE1 DCAF7 SSBP2 WDR37 CDK14 ZNF780B FAM189A1 THBS2 TRIM2 BUB3 KMT2C ZNF665 ADAM17 DPYSL2 TEAD1 DNAJC27 MIGA2 HGF C1QL4 TSHR AHSA2P ID4 ZFP36 SHISA7 ZHX1 NODAL ARFGEF1 KIAA0319L GTF2I MGAT4A LDLRAD3 MMD FIZ1 CHD7 SRGAP3 MAP1B NRCAM SLC35F4 UNKL HHIP EDIL3 COPZ1 KLHL29 CA10 HHLA1 PLPP3 LIN52 RAB14 RBPMS2 GRB2 IPMK PLCL2 GGNBP2 EPHA5 BMS1 ABHD17B CDK6 ABHD5 SYNJ1 ABHD17C FAM76B EBF2 SH3TC2 PDXK NABP1 RBM19 UGCG ZBTB34 ZCCHC24 AK4 WBP1L ABHD6 UBE2K UHRF1BP1 ARSJ CCDC82 RNF144A RGPD6 PLEKHJ1 DDAH1 PADI4 B3GNT7 OTUD4 MTARC1 SLC6A3 CHKA PPARGC1A USF3 FBXW7 MRPS14 SOX11 TMEM170B KCNK5 PLEKHH1 GOLGA1 CNTNAP2 PPP6R3 ATAD2B SLC7A2 SPRYD3 SNX30 DIPK1A WDR43 SLC5A7 BTN1A1 PEG10 TMCC1 PATZ1 ONECUT2 PTGFR BRWD3 UBE2D1 SNX18 E2F7 VPS35 VSX2 GATA3 REPS1 ARL4C ZNF624 PNPLA7 RAPH1 TAB3 VSIG10 NEURL4 SERP1 DNAJC13 FUBP3 LATS2 NECAP1 CRACDL ARHGAP32 SFRP1 CBLN2 AKIRIN2 DYRK1A SLC7A11 KMT5B INO80D AMPD3 NSD1 NIPAL4 STRN FZD4 NHLH2 XPO1 PRKG1 PDS5B TFAP2B CD44 KAT6A CUBN RORB CCDC65 LIN7C APPBP2 TMEM167A CSNK1G1 KITLG CDS1 EDRF1 C2CD2 ZNF800 B4GALT3 RASSF3 MIR152_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR152_3P VSIG1 ESR1 ESRRG AGFG1 ADAM22 SIX4 TMEM170A BTBD3 MMD CDKL5 MNT UCP3 MACIR TENT2 CBLB NT5C3A MIER1 KLF4 FAM104A HOMER1 CCDC141 TNRC6C UBE2D3 CCT6A BCL2L11 PRNP AKAP1 MMP15 ROBO1 YWHAB RAB34 PEAK1 RPS6KA5 TMEM9B QKI B4GALT6 ZDHHC23 GPATCH8 FAM234A PITPNM2 LIPA F3 DUSP1 CNTN4 ROBO2 FAM168B UBE4B BACH2 TMED7 SNAP91 ACVR1 LDLR A4GNT TBC1D8 TEK ZNF804A ARL6IP1 NFAT5 SIK1B STARD13 PDE1C AGO1 NOL4L KAT7 NCOA1 WDR20 CIITA VPS37A CDK19 MRAS ELAVL4 JARID2 EYA3 RAB14 EPN2 NOL4 GLRX5 WDFY4 TBL1XR1 AP4E1 GADD45A NRP1 CLCN6 BICC1 TMEM54 CSF1 PNPLA6 ATP11A AHDC1 ADAM23 CYTH3 FAM161A WDR47 RTN4 TGIF2 FMR1 PIGS MLLT10 CDC14A XPO4 SESN2 NR2C2AP CBLL1 PRICKLE2 SYNJ1 ABCA1 UHMK1 ABCD3 CFL2 USP33 CASZ1 RNF38 ADAMTS19 CANX NEURL4 KIAA0232 WNT10B NPEPL1 RALBP1 DNMT1 PHF3 EPM2A OSBPL11 HBS1L PPP1R10 ERRFI1 SIRT7 GPRC5A TGFA EOGT PTGES3 MRGPRX3 RGMA GRID2 MLLT6 IL15 ATXN7L1 CUL5 KRT76 GPM6A CAMSAP2 LTBP1 CHUK ATP8A1 ARFIP1 TOMM70 KIAA1217 ITPK1 TANC1 PIK3C2A SLC16A6 RC3H1 PHACTR2 LEPROTL1 PIGA RASSF8 SSR1 ZFYVE26 BTAF1 MPL SCN9A CCKBR SNX27 ANXA4 ABCB7 NPTN ARRDC3 RANGAP1 ZDHHC17 FEZ2 IGFBP5 ITGA5 DDX6 TMEM266 ATXN1 PRKCZ OTUD4 SZRD1 ANGEL2 CS TGFB2 TFRC LRP2 DOCK6 ADCY2 ERBB3 KIF14 POU3F2 PLAA C1GALT1 UBAP2L ATP6AP2 ARHGEF12 CDK5R1 MAP3K9 SLC24A3 ZBTB18 SNN RFX7 MED12L CERS6 SPTY2D1 ATP2B4 NHS MDFIC ZDHHC7 MAFB CDH20 SKIDA1 CLTA ALCAM KDM7A NRARP MACROH2A1 ATG14 FAM43A CCDC6 ROCK1 ITGA9 HECW2 RUNX2 MITF FXR1 PPP6R1 MMP10 ADAMTS15 E2F7 CYB5R4 CHD7 BMP3 ADGRF5 S1PR1 BAZ2B AGO4 SLC26A4 LBR DICER1 MAP3K4 ING2 SMS PGRMC2 CELSR1 B4GALT5 RBM24 ADGRB3 NCKIPSD DYRK2 SRSF11 USP48 YTHDC2 INO80 COL4A1 ARL8B SESTD1 SGCB CD72 KMT2A RMND5A SBF2 WNT1 GMFB MAFG NOG EFNB2 FOXF1 ITSN2 LYSMD2 TRIM59 PHF20 EPAS1 MTMR14 DCP2 TMEM63B USP31 CNTNAP3B CEP55 GTF2H1 CTSA TGOLN2 JMY SOS2 PPP1R9B ZNF821 SESN3 MEOX2 LMTK2 ZCCHC2 ELAVL2 TRAK2 KLF6 DMXL1 SIK1 ARF4 NAT14 ADAM10 USP32 CAND1 SLC2A1 MTCL1 ATP4B MOSPD1 NPTX1 GPCPD1 RICTOR MMP13 BTBD10 CDKN1B HOXC8 MAP2K1 EPS15 MXD1 C18orf25 ADAM17 CADM1 TXNIP KLF5 VMP1 INHBB PRKAA1 FBN1 GPR137C KCTD16 STOX2 GAP43 CABP7 NME7 LRRC41 TNRC6A MTMR9 CDS1 DLG2 OBI1 DENND4C SECISBP2L PRKAG2 SLC25A44 ITGB8 ARHGAP21 MTMR10 MIR148B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR148B_3P VSIG1 ESR1 ESRRG AGFG1 ADAM22 SIX4 TMEM170A BTBD3 MMD CDKL5 MNT UCP3 MACIR TENT2 CBLB NT5C3A MIER1 KLF4 FAM104A HOMER1 CCDC141 TNRC6C UBE2D3 CCT6A BCL2L11 PRNP AKAP1 MMP15 ROBO1 YWHAB RAB34 PEAK1 RPS6KA5 TMEM9B QKI B4GALT6 ZDHHC23 GPATCH8 FAM234A PITPNM2 LIPA F3 DUSP1 CNTN4 ROBO2 FAM168B UBE4B BACH2 TMED7 SNAP91 ACVR1 LDLR A4GNT TBC1D8 TEK ZNF804A ARL6IP1 NFAT5 SIK1B STARD13 PDE1C AGO1 NOL4L KAT7 NCOA1 WDR20 CIITA VPS37A CDK19 MRAS ELAVL4 JARID2 EYA3 RAB14 EPN2 NOL4 GLRX5 WDFY4 TBL1XR1 AP4E1 GADD45A NRP1 CLCN6 BICC1 TMEM54 CSF1 PNPLA6 ATP11A AHDC1 ADAM23 CYTH3 FAM161A WDR47 RTN4 TGIF2 FMR1 PIGS MLLT10 CDC14A XPO4 SESN2 NR2C2AP CBLL1 PRICKLE2 SYNJ1 ABCA1 UHMK1 ABCD3 CFL2 USP33 CASZ1 RNF38 ADAMTS19 CANX NEURL4 KIAA0232 WNT10B NPEPL1 RALBP1 DNMT1 PHF3 EPM2A OSBPL11 HBS1L PPP1R10 ERRFI1 SIRT7 GPRC5A TGFA EOGT PTGES3 MRGPRX3 RGMA GRID2 MLLT6 IL15 ATXN7L1 CUL5 KRT76 GPM6A CAMSAP2 LTBP1 CHUK ATP8A1 ARFIP1 TOMM70 KIAA1217 ITPK1 TANC1 PIK3C2A SLC16A6 RC3H1 PHACTR2 LEPROTL1 PIGA RASSF8 SSR1 ZFYVE26 BTAF1 MPL SCN9A CCKBR SNX27 ANXA4 ABCB7 NPTN ARRDC3 RANGAP1 ZDHHC17 FEZ2 IGFBP5 ITGA5 DDX6 TMEM266 ATXN1 PRKCZ OTUD4 SZRD1 ANGEL2 CS TGFB2 LRP2 DOCK6 ADCY2 ERBB3 KIF14 POU3F2 PLAA C1GALT1 UBAP2L ATP6AP2 ARHGEF12 CDK5R1 MAP3K9 SLC24A3 ZBTB18 SNN RFX7 MED12L CERS6 SPTY2D1 ATP2B4 NHS MDFIC ZDHHC7 MAFB CDH20 SKIDA1 CLTA ALCAM KDM7A NRARP MACROH2A1 ATG14 FAM43A CCDC6 ROCK1 ITGA9 HECW2 RUNX2 MITF FXR1 PPP6R1 MMP10 ADAMTS15 E2F7 CYB5R4 CHD7 BMP3 ADGRF5 S1PR1 BAZ2B AGO4 SLC26A4 LBR DICER1 MAP3K4 ING2 SMS PGRMC2 CELSR1 B4GALT5 RBM24 ADGRB3 NCKIPSD DYRK2 SRSF11 USP48 YTHDC2 INO80 COL4A1 ARL8B SESTD1 SGCB CD72 KMT2A RMND5A SBF2 WNT1 GMFB MAFG NOG EFNB2 FOXF1 ITSN2 LYSMD2 TRIM59 PHF20 EPAS1 MTMR14 DCP2 TMEM63B USP31 CNTNAP3B CEP55 GTF2H1 CTSA TGOLN2 JMY SOS2 PPP1R9B ZNF821 SESN3 MEOX2 LMTK2 ZCCHC2 ELAVL2 TRAK2 KLF6 DMXL1 SIK1 ARF4 NAT14 ADAM10 USP32 CAND1 SLC2A1 MTCL1 ATP4B MOSPD1 NPTX1 GPCPD1 RICTOR MMP13 BTBD10 CDKN1B HOXC8 MAP2K1 EPS15 MXD1 C18orf25 ADAM17 CADM1 TXNIP KLF5 VMP1 INHBB PRKAA1 FBN1 GPR137C KCTD16 STOX2 GAP43 CABP7 NME7 LRRC41 TNRC6A MTMR9 CDS1 DLG2 OBI1 DENND4C SECISBP2L PRKAG2 SLC25A44 ITGB8 ARHGAP21 MTMR10 MIR4446_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4446_5P KXD1 MBOAT2 CREB5 TCF12 EXOC6B M6PR UBN2 ELAPOR2 CEP68 COX5A SRSF7 UCHL5 OXTR NR2F1 TNFAIP3 ZADH2 CYP1A1 BIRC6 ARCN1 CACNA1G CACNA1C HTR2A ANKRD44 FAR2 THRB NBR1 FSHB ROBO2 CHRM2 ANKRD13A PRUNE2 STRADB PIAS1 GDF9 SAMD5 UBA6 ATXN2 PAIP2B MTF1 ITIH5 CDK7 KPNB1 RMI1 ZNRF2 CLPX DLG1 ELAVL4 TMED4 TMEM183A GLIS3 COQ2 EID1 PAQR3 ZDHHC23 PPARG MLLT11 NEURL1B FAM13C SPOP AP1S3 MTMR7 KLF7 YPEL2 MRPS17 AK2 NTRK2 ZKSCAN1 SHC1 GDF6 ZFX C20orf194 FGFR2 SCUBE3 B3GLCT NFIA FGFR1 SGIP1 ROR1 ELAVL3 NUDT5 RAB5A GUCY1A2 NAA40 PIP4K2B EDEM3 SPRY3 ATP10B ZBTB4 DPPA5 TNRC6B STIL NFIB DIPK2A NLRP2B CDYL2 BCL11A STIMATE CELF2 IRF2 TMEM255A ARMC8 TMEM52B HSPH1 HOXC6 MACROH2A1 SMAD4 EPC2 ATXN1 PRTG MTCH2 COG6 POLR3G TMOD3 MAP1B POU3F2 PID1 MEIS2 CHD5 SUMF1 RNF169 ECE1 STN1 MYADML2 ZMYM4 PTPN7 CXCL14 CNOT6L C16orf72 UEVLD MLLT3 GID8 TET2 TNFSF13 LPP UGT2B4 ATL2 SLC44A5 KIF15 CENPA ADRA1D ZNF704 NRBF2 ZDHHC14 UGT2B28 ARL1 ARHGEF2 PLEKHM3 C18orf32 PLD5 GABBR2 CLEC2B WRN CCDC50 IMMP2L VAMP4 TFDP3 GPR26 KCNK9 RHEX C2orf68 SNX13 RAD54L CTNNA3 RPL17-C18orf32 C2CD2 GRIN2A ESRRG TOX3 SLC2A13 POU2F1 TMEM106B PPM1L CECR2 CRACD SLC5A3 SKI DIXDC1 AIPL1 RAB22A TNFAIP6 TMEM251 USP31 B3GNT5 EDRF1 NCAPG2 AGPAT5 SGCD SLC37A3 EVI5 FOXC1 ZNF793 SLC4A8 MAPRE2 TENT5A CEP350 MTCL1 RPS6KA5 WDR26 C14orf28 VGLL3 CCBE1 CUL3 TMEM135 ACSL4 SUN1 TAOK1 BMP6 ICE2 IL6R ZEB2 WAPL TMEM123 ARFGEF1 CRAMP1 C9orf57 LRP6 MAU2 SLITRK4 VPS37B PCDH7 BNC2 PPP2R1B MMP16 ITGA2 PLPP3 JARID2 GAD1 RAB14 TNPO1 C9orf40 BCL2L2 CALCRL MAP3K2 FRMD4A POTEC NF1 SLC28A3 ZNF37A ZBTB7C ZBTB34 ELAVL2 LIG3 RASL10A SASS6 SLC17A8 EIF2AK3 TMEM183B VSNL1 IGFBP5 COL5A1 CRBN PAQR9 PPARGC1A ATP2B4 ZBTB20 PTPRT PHOX2B PLXDC2 FEM1C SH3PXD2A FAM98B PGGT1B FBXL22 POM121 ABRAXAS2 SOX14 RAB40B ONECUT2 MCOLN1 UBA2 YPEL4 PLXNA2 CPSF6 CNKSR3 AGAP1 ACTR2 KDM5A C1orf185 ZNF131 BPNT2 FRAS1 SUZ12 TRIM10 CRHBP SLC35B1 NEXMIF GTF3C3 ATP6V1C2 HECA MARCHF3 PHIP STXBP5L FBN2 APC UBE2Q1 ZNF189 SCAI JADE3 CCDC40 OTUD7B GABRB1 TLCD4 MYCT1 GPR37 MIR9_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9_3P AGFG1 MBTPS2 CREB5 RETREG1 ZBTB44 ZNF148 ERMN ICMT PHTF2 RAI2 MTMR12 CEP68 PRKAA2 MDK AL008638.2 SHMT1 ZNF281 TCEA1 ADIPOR1 RBPJ HIPK3 STK24 THUMPD3 ASPH WNK3 FPGT ONECUT1 FZD3 TANC2 NDUFA10 ECPAS CERT1 LPGAT1 LARS1 RBBP5 DMP1 FBXO28 PLCG1 SAV1 PPP2R1B CGGBP1 DCUN1D4 MSANTD4 YIPF5 ARFIP1 PURB CCNA2 ACOT7 PCMTD1 CCDC198 TENT4B NQO2 TGFBR2 CCSER2 ACSL4 MPPED2 BLCAP WWTR1 GNPDA2 DCP1A MTDH ABCC5 VASH2 CPEB3 KAT2B TBC1D15 LMO3 SLITRK6 DYNC2H1 TRABD2B PLEKHA5 ZNF615 SLC15A2 ST3GAL1 CASP7 CCND2 REST ZWILCH MYH10 SYNE2 TGFB2 RPS6KA2 ESM1 RBBP6 ENY2 PAN3 RAB14 GABRA1 MZT1 FAM91A1 ACTL6A GPR17 FOXG1 USP46 ZNF292 GALR1 FAM126B NRXN1 ATP7A CSDE1 CPD CUX1 TNPO1 COX7A2L TNKS2 PTPN13 ATP11A ANO5 LANCL1 CYLD DFFA ZNF512 ZBTB33 CCDC121 NTAQ1 CNOT6 HIPK2 CLCN4 CHM MAGI1 CAPZA1 UXS1 HERPUD1 TTC8 OPRM1 CFL2 NXT2 MTRNR2L4 CASZ1 DAZAP1 GPBP1 ACBD3 YOD1 PHF3 OSBPL3 DMD ARHGAP5 FIGN NSUN2 IFT80 GPR19 ADCY3 ZNF664 MINAR1 APP CDH2 MEX3D GRID2 CEP170B CXXC4 TSC22D4 YAF2 KLHL15 FSD1L TRIM36 RAPGEFL1 ZSWIM6 ELOVL6 KIAA1217 MYRF PRKAR1A GABPB2 TMEM255A STRIP2 CYYR1 TIAM1 NAA20 GJB2 MXI1 MTSS1 SOCS4 CDH1 HSPH1 ANKFY1 C5orf24 KITLG IGF2BP3 LPIN3 GNS TMEM266 SOX4 SPRED1 MAP3K1 SLC10A7 PRTG RELT LRRTM1 POU3F2 CLASP2 QTRT2 TPD52L2 LHFPL3 CSGALNACT2 STIM2 PDCD4 VGLL3 INSM1 ANLN FBXO33 BHLHE22 STX6 ZDHHC21 CXCL14 PKHD1L1 ZFHX3 STRN3 RYR3 ZHX1 ZC3H11A AHCYL1 ITGB1 ELL2 DENND4A SLC12A2 RAP2A MTRNR2L3 RNF138 DCLK1 NAA15 CEACAM6 QSOX2 RNF217 ZNF704 ONECUT2 ETFA PCDH7 SREK1IP1 LSM8 FBXO11 SESN1 E2F7 MICAL2 EMILIN2 PIK3CA CNTNAP5 ZFHX4 FAM135B KIAA0408 SESN3 ZNF99 HIC2 PPM1A RREB1 ARL4A MTRNR2L7 SLC36A4 SH3BGRL TRIM32 MORC4 COPS2 ZC3H7B MTRNR2L1 MED14OS VDAC1 CEMIP2 BOD1L1 RRP1B LEPR MBLAC2 ENPEP SESTD1 ARL5A SMARCC1 STAG2 PHC1 GOT2 KLLN CPNE8 RASSF8 ARPP19 SIX6 STC1 TLE4 TMEM64 PTPRB ITSN2 E2F1 WDR1 CEP41 NEXMIF HSPA4 WDTC1 PDK1 PPA1 KCTD9 UBR3 CNTN1 MTRNR2L8 JAZF1 SLC17A5 ZBTB41 CPA3 PDE4D PHIP FOXC1 PPP1R12B TESMIN ZCCHC2 CRYBG1 TMEM167B DR1 SMARCE1 NUFIP2 CSNK1G3 TFAP2B RIT1 BICD2 RNF168 YTHDF1 DNAJA1 ARID2 TPD52 ACVR2B ZNF90 MYO10 CDKN1C KRT12 SCAI KCNS3 AUTS2 CBFA2T3 ZBTB11 MTRNR2L6 PLXDC2 SEC24A AP3M1 MFSD14A PIK3R1 POU2F1 POLK IGF1 BNIP3L OTUD7B C21orf91 ID4 VKORC1L1 SPOPL RELL1 FBXO42 DLG2 LRRC4 EPN2 DCBLD2 HAPLN1 SATB2 PELI2 SFMBT1 LRP6 MIR3681_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3681_3P MBOAT2 SPATA17 AFF4 UBN2 MNT EYA4 NEK2 TCEA1 MTSS2 RSBN1L RETREG1 FAM155B GRIK3 MARK4 RPS6KB1 AKIRIN1 YWHAB UBE2E2 RPS6KA5 DCUN1D4 KDM3A ENAH VANGL1 LBH RCOR3 STX7 ARHGEF38 SLC35F1 PPFIA2 DCP1A PHF24 UBA6 GALNT3 MTDH BMI1 CHTF8 TGFBR1 JAG1 TMC7 GPATCH2L RAP1B ANKRD40 CRKL MME N4BP1 PGAP1 UBR1 NEO1 ST6GALNAC3 ARHGAP12 SNAP25 MIEF1 TTC39A FAM184A KIRREL1 OPA1 SEC61A1 UBR5 BICC1 CSF1 GCC1 EFR3A KCNN3 CCDC88A BAG2 NABP1 CNOT6 SP1 ERC2 C1QTNF7 GXYLT1 CYP39A1 AK2 PROSER2 PLK2 ISL1 DPY19L3 RGL2 C20orf194 ALDH4A1 MYT1 AMD1 EIF2S2 FAM126B ARID1B ROR1 RNF38 GRIA4 CA10 GRM5 SLC24A4 NRXN1 USP46 EPB41L4A LTBP1 UNC80 GPAM C1orf21 SREK1 CCNT2 ZNF652 CTDSP2 MAPKAPK3 NAV2 ARMC8 RNF182 HIC1 COPB2 TMTC2 GRIN2D POGLUT1 GSPT1 SH3BGRL2 KCNK2 ASPH PLCH1 COMMD3-BMI1 SERTAD2 HCN4 AFF3 H3-5 MDN1 LHFPL3 EHF UTP15 STK32A COLGALT2 NRK PDE3A VPS4B MATN3 HIP1 ZFHX3 CXADR KDM7A DISC1 MINPP1 TRPV3 KAT7 RO60 ERLEC1 EEF1AKMT4-ECE2 PNKD ZFP82 WEE1 ZNF704 AKR7A2 NRBF2 NUS1 SLIT2 FBXO30 ECE2 GABBR2 FOXA3 AMER2 SS18 COL21A1 TRIM23 UGT8 ZNF618 TUB CKAP4 RNGTT SPG21 IGLON5 PPP4C GSK3B PPM1E SNX12 UBE2N GIGYF2 CDIP1 PRKX TTC9 CASC3 GTF2A2 IRS1 PPME1 MAPK14 ECE1 POGZ SLC35F3 CECR2 FAM155A SLC5A3 SMAP1 NFX1 DPY19L4 ING5 RECK PDIA5 PDE7B CACNG2 FBLN2 ABCB9 DNAAF6 STARD4 LITAF GCC2 SKA3 SLC6A1 UBE2W STIM2 CCDC92 ARF3 MIPOL1 TNPO1 NXT2 MPP6 MSI2 NFIL3 ADAMTS5 TMEM64 SLC22A23 GALNT7 C20orf202 CDH24 CLPP PDHX SCAF11 ARHGAP32 SORL1 TEAD1 SASH1 PCNX1 PHF6 TRIL CREB1 GRIA3 HMBOX1 SAMD10 STOX2 PTPRB SOCS5 DCC MEGF11 EPHB2 DTX4 MCF2L FAM78A EML1 ARHGAP21 FAM126A SRGAP2 SYT1 MBTD1 MMD SOX7 SOGA1 MTMR4 PLAGL2 EPB41L1 MDH1B RASGEF1B GLTP FBLN5 F3 OTULIN GATA6 IL13RA1 PAX9 RAB20 NREP PDPK1 NGFR MAP2K7 SH2D3C RHOT2 SETD7 XPR1 MED14 NEUROD6 PTPN9 PAIP2 ZFP36L1 APOLD1 PLCL2 ABCA12 SLC39A7 PHB DCX NPTXR BEND4 PTPRQ NF1 RELN ABHD17C KBTBD11 SH3RF1 MET MAPK8IP3 UGCG TMEM25 CEP76 CEMIP AK4 IFITM10 ATP8A1 SAMD12 H3-3B FRMPD3 STK35 RETREG3 RNF144A DIRAS1 KLHDC8A HECTD1 ITGA5 SP2 VANGL2 TMEM30A B3GNT7 ABL2 SZRD1 CACNA2D3 MSL1 ADCY2 STK24 NDST1 FBXW7 RND3 MED12L SGMS1 SPTY2D1 ATXN10 USH2A MOSMO MED13L NAA50 SIRT1 NEMP2 WDR7 GAB1 USP49 IRF4 CABLES2 FAM177A1 ZC3H12D LYPD3 MED13 ITPKC REPS1 FRYL BAZ2B MLLT10 SFXN2 DOT1L KMT2A FXR2 UNC13C SLC7A11 FEM1B KCTD4 INO80D OSBPL10 NSD1 USP42 TNFRSF10D RERE SEC22A ZKSCAN2 PDE10A IGSF3 CCNC RAB11FIP1 SMARCA2 KCNK10 COL27A1 PDS5B SOS1 WNK1 STRN4 BCORL1 TXNIP SCAI SEC24A ARRDC4 TMEM167A RET PTPRT HOXA5 TMEM87A GREM1 TPPP CDS1 SSH1 RYBP ZNF800 FNDC4 VEGFC HAPLN1 MIR5010_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5010_3P SIX4 PAK3 ASCC2 ZNF148 GRM4 UBN2 PLCXD1 GGACT FHOD3 CCDC32 LIMD1 MBNL3 BTBD11 CBL TDP1 CELF4 ZBTB7A SLC30A7 PHC3 NCBP1 A1CF JADE1 FBXW7 ZDHHC3 ZNF273 BTNL3 GABRA5 ADGRA1 AGAP4 PTBP3 KLHL13 DEUP1 ETNK1 FLRT3 ATAT1 PLPPR1 ZBTB20 PDE11A ABR ENC1 IKZF3 RNF139 SPECC1 FAM20B MAFA PLCB4 DUSP16 DELE1 ADAM23 IGF1R C21orf62 MARF1 CYP26B1 LEP TET3 GMCL1 CREB1 GPR160 ETV1 CARF FGD1 CEBPG LDB3 MMP1 ADAM12 MYH2 RPL27A MAGEE2 RBBP4 HPCAL4 NFIA CDK19 SGIP1 ROR1 CDCA7 E2F5 ELAVL3 NRXN1 GRID2 FAM168B ZNF146 EXD2 ABCB5 BROX IGF2 PLEKHH2 TNRC6B VAPB ZIC4 CLASP1 MEIS2 TMEM156 PMEPA1 CCDC39 DCLK1 NFASC DLGAP4 CENPN PMP2 WNK1 TBX5 GTF2A1 ST3GAL5 SORT1 METTL15 ATP6AP1L BAIAP2 SCN1A CDH12 ASPH AGAP5 IGF2BP2 CX3CR1 RWDD3 RFX3 POU3F2 SPATA31D4 OSBPL8 ADAMTSL1 CSGALNACT2 USP10 ITGBL1 NR3C2 SPPL3 REV3L GLRB DNAJC18 CSMD3 PEX5L MRTFA LSAMP TGFBRAP1 DCTN4 LIPG KDM3B CCDC186 ELOVL4 SLC2A12 VPS37A CLCC1 RNF217 MPC2 NUS1 PLEKHM3 TIPARP MID2 APBA1 AMER2 BTC LIAS RAB3IP NAMPT BIVM ADGRL2 TCTEX1D1 ETS2 SLF2 MORC4 DNMT3A EIF4E3 MAPK10 GNRHR TCFL5 PPM1L TMEM70 TMEM117 ARMC10 SLC10A7 HSBP1 PSD2 EIF4G3 SIGLEC8 POGLUT3 EHMT1 SGCD CARM1 RXFP1 EPC1 TTC14 KLHL5 SORBS1 UNC5D ZNF10 STMP1 TRIM2 RICTOR CCBE1 KMT2C ACSL4 UBQLN2 TEAD1 TSPOAP1 SPIN3 MARK1 SENP6 GINS3 CFAP161 ZBTB10 ZC3H12C SLC12A8 XKR6 BTBD7 RANBP10 AIMP1 C9orf153 MB21D2 MBTD1 CAMTA1 ASB5 PRKAA2 FZD3 KLHL29 ABCG2 PER2 TLL1 ITFG1 ERO1B PBOV1 AP2B1 COL4A3 GRIK2 CPD WDR44 AGAP6 ZNF500 SNX20 RFX1 ALOX12B INSYN2A RIBC1 TIFA TUBB1 OLAH ZBTB37 ZNF451 GABRG1 FMR1 ZSWIM6 ZNF14 MEX3C CTXN3 UHRF1BP1 AGA LHFPL2 ARRDC3 TTLL7 SRSF10 SCN2A TSC22D1 NLGN3 ANGPTL7 RFX7 TMEM252 EIF3A CNTNAP2 PLXDC2 IFT80 GRM3 ZC3H14 PBLD PDCD6 NOTCH2 LRRC8C WDR7 TRAPPC6B RAB6D CPE FAM149B1 RIPOR2 AGAP9 SETD9 SLC22A23 GOLGA6B PRKAB2 C11orf45 RAB9A RTN4RL1 NAA30 WWC2 KMT2A DYNLRB2 ZFR NPY1R GOLGA6A AGAP11 MAB21L2 GTF3C3 GTF2H1 LRRTM3 VXN USP9Y SESN3 ALG6 MID1 EIF4A1 CREBRF USP32 VWC2 KAT6A KCP GRIP2 SCAI LYRM7 ASXL3 ANKS1B ATRN HOXA5 MTMR9 SOWAHC MFSD8 FGF7 HMGA2 MIR548AH_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AH_5P AGFG1 ADAM22 GMDS IL6ST AMPD3 MARCHF6 MPDZ MYLIP NDUFA5 DPP10 PCDH20 YWHAB TMEM9B NBR1 ADD1 VANGL1 CLEC12A VASH2 XIAP CD5L GRIP1 LMO3 FLRT3 PKD2 MTF1 FBXL3 BZW1 PLPPR1 ZBTB20 UBASH3B MS4A14 PDK4 PHTF2 PRKD3 REST MKRN1 AKAP11 ATG16L1 FRS2 STMN1 GIPC2 AQP4 BICC1 AMELX CDIN1 SLC16A7 TMEM128 PPP2R3A KCNAB1 GXYLT1 NRG3 PRICKLE2 COIL TRIM33 TES TNFRSF21 CCSAP SCD CYB561D1 MASTL TMEM168 EGR3 ZNF514 PRR15 FURIN RAP2C FZD1 E2F5 GPN3 SLCO1C1 LEPROT GRM5 CKAP2 MAN1A2 SMARCA5 PPARD GUCY1A2 ASTN2 USP46 MED17 SPAG9 MARK3 BTF3L4 SGMS2 UTP23 KLHL15 ACOX3 L3MBTL1 MYT1L TNRC6B RNASE9 RAMAC EGLN3 NDNF SLCO4C1 PDGFC FSD1L PDE5A KRT10 TMCC3 PIK3C2A TMEM255A ARMC8 ZFYVE26 NTRK3 TRIM13 CITED2 ST8SIA3 PDLIM5 NSD2 RBSN FGD5 KRTAP4-7 NT5E SEPTIN8 SLC36A1 PPP1R15B SCN1A HNRNPL TBC1D9 SLC39A8 RAD21 PRKCH BCAT1 DOCK7 RRAS2 ZNF850 OSBPL8 C3orf70 REV3L MAGEB6 IKZF2 JPT1 CD36 PEX5L KCNB1 SDC2 MAGOHB YWHAQ MATN3 TDRD6 KDM3B FAM168A ITGB1 CHRM2 CCND1 FRMD6 LAMP3 FUBP1 AKR7A2 NASP KLHL2 SLC31A2 ACER3 SSH2 EXOSC5 ENPP5 NRIP3 WDCP ZFHX4 GPR6 PLCH1 PPP3CA PPM1A BTG1 NEDD4 RPS6KA4 TNFSF13B NFAT5 CNGB3 HMGB2 CDC25A TRIP11 POU2F1 FOXJ3 BTG3 FAM120A TMEM68 RUNX1 PRKAR2B NRIP1 PLEKHA3 EPAS1 MRPS25 PDE7B AVIL TRIP10 DCDC2 BTG2 LRP12 LITAF SHTN1 NENF STIM2 RXFP1 CEP97 RASD1 UNC5D ADAMTS5 ADAM10 RNF128 MAPRE3 ELK3 MAP3K20 RPS6KA5 TNC RASL11B CETN2 DCTN6 PHLPP2 DNAJC27 SPOCK1 IL12A NBEAL1 DUSP2 KIF23 RCOR1 DOCK4 ETV1 ITGB8 EML1 MTMR10 RBM12B ITGA4 COX7A2 EIF4A2 EZH1 RARB AHI1 FAM117B CMBL SLC35A5 ENTPD7 F3 KMT5B GNAI1 TBC1D8 GKAP1 SLC24A2 MCF2L2 ANO5 ANKRD33B MAP3K2 HERC1 CSRNP3 MRPS36 FAM76B MFAP3L TOX3 EP300 KCNE4 COBL TRIM36 PTDSS1 GOLPH3 UGCG RBMX FZD3 DDHD1 NIBAN2 STRIP2 FBXL5 ZNFX1 LAMA3 RRAGD FUNDC2 SACS B3GALNT2 ERG28 OTUD4 TRPC1 C12orf75 ANO6 SERTM1 NEUROD1 GPR137B USF3 MED12L BCL2L11 HIBCH NPAT AP3D1 ZDHHC21 TBC1D20 PBLD FEM1C DENND5B SH3PXD2A RNF38 LRRK1 ZFYVE9 PCDHA1 HSPA8 BRWD3 UBE2D1 TOX SETD2 MED13 BRMS1L GPC4 FNBP4 YY1 RAPH1 RAB8B ACTR2 ZBED9 NEFH LYPLA1 BMP2K CEP44 EPHA4 PLPPR5 INIP AAK1 IFRD2 DPP8 IFI44L MIER1 OSMR STRN RYK FZD4 PTPN4 MAGI3 PHIP VASP KCNK10 RASGRF2 SLAIN2 YOD1 ZFYVE21 ADGRL3 MMP13 SMIM13 TXNIP SCAI PPP1R1A TMEM245 DNAJC15 HIVEP3 SPSB4 CLOCK SMG1 ARHGAP26 CXCL5 LRFN5 C2CD2 ZNF800 CNTLN TYRP1 MIR5700 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5700 HFE NR2F2 AFF4 ZNF148 RCHY1 FERMT2 ZNF384 MORF4L2 MEF2C MFAP5 C6orf118 C1orf112 KPNA3 DICER1 DGKH RAB34 UBE2E2 TUBGCP3 ROBO2 PATJ GALK2 LRCH2 TFDP2 TRPS1 CNTNAP4 LMO3 CAMKK2 FBXL3 GCLC SEPTIN14 RAP1B ANKRD40 LUZP2 PHTF2 ZNF485 ELAVL4 TMX3 MIER3 IL7R UCKL1 AMELX FUT9 ZNF230 CCDC88A ACVR1C NFYC RPL22L1 TRPM1 ABI1 SCN3A ERC2 CLIP3 DPY19L2 NRG3 GASK1B CFL2 MRE11 PDE8A AXIN2 PTPN12 AMD1 RBBP4 FAM126B CTDNEP1 HADHB WSB1 PDE4D PRR16 APP EFCAB1 CEP20 USP46 AFF2 NLRP8 CHTOP ZSCAN31 TNRC6B ARFGEF3 DNMT1 DEPTOR RRAGC SRPK2 SLC4A4 CLPTM1L CTDSPL2 IGSF10 RAPGEF2 SPRED1 PAPOLA PHF21B PCLO HYDIN PICALM PMP22 RAB3B NRK IKZF2 RNF19A APBB2 ALDH7A1 GTF2H3 EIF4E TSHZ3 CNOT1 MAFB UEVLD STRN3 TMEM178A ZNF12 TXLNB LRP12 LPP BACH2 LETM2 PREX2 ZNF704 NRBF2 PKN2 HECW2 WDR3 UBAC2 CDC42 RBM41 KIAA2026 BNIP2 RIMKLB STK38 CLCN3 PMCH ZFHX4 THAP6 PPP2R5E SESN3 PRKD1 ZNF516 CNOT4 ARNTL ZNF592 LGALS8 SMURF2 PRKX EML4 MBLAC2 STARD13 RAB2A SESTD1 TTC30B KLF3 CERS3 C11orf71 PYHIN1 ADAMTS6 PDCD2 PTPRK ZNF302 GPR139 PPP2R5C GNG2 SLC10A7 SLF1 TOMM22 FZD5 SUMO3 CTSS CLDN10 PCDH7 FCHO2 MYLK3 ATG3 SYT1 SH3KBP1 PDP1 ZNF202 PANK1 DCP2 ADAM10 SHISA6 PELI1 LIN7A GALNT7 ZNF503 DKK2 FAM120A UBQLN2 GPM6A NOS1 RCOR1 ZEB2 ETV1 KCND2 POF1B RAB33B ACSL3 WIPF1 ABCD2 LPAR3 HIPK3 TARDBP LPGAT1 KIF20B TULP4 THBD PDSS2 DCAF8L1 SALL1 LMO7 PIK3C2G CNN3 ZNF703 APC MORC3 SYCP1 MED14 SELENOT HARBI1 IKZF5 TWIST1 DNALI1 MAGI1 RAB39A SLC12A2 GLCCI1 CYSLTR1 FAM76B COBL SH3TC2 CCSER1 OLFML3 SUB1 ERRFI1 CSPP1 SLC1A6 MRGPRX3 FAM172A PFN2 SCN9A TRUB1 IGFBP5 SLC5A1 HSPA4L EIF4H DYRK3 ERGIC1 CLTC HDHD2 IFIT5 SAMD12 C12orf73 MED12L MPEG1 C3orf80 MED13L CLTA ZFYVE9 ZBTB21 BCL2L15 ROCK1 RAB21 SOCS6 DCHS2 VEZF1 BRWD3 GCG HERC2 ULK2 CITED2 HSPA2 FLRT2 AGAP1 USP30 IL20 EFCAB7 SF3B1 SBNO1 ZNF318 SLC25A43 SLC7A11 NETO1 TMEM26 ARHGAP11A RRS1 SNX6 HIVEP2 NEXMIF HRNR RUVBL1 PTPN4 SLC36A2 TNFRSF11B ACSL6 CACUL1 RNF146 ARID2 TBC1D8B SBSPON GABRB2 ZNF827 POU4F1 PON1 PPFIA1 STK39 ZNF721 OLFM4 TYRP1 MIR4503 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4503 CTNNB1 PXK MDM4 SLC9B2 PUS7 ZNF195 PLS1 STYX PRKAA2 FERMT2 PTPRN2 FNIP2 OSBP2 CADM2 ITPR2 ETV1 RANBP9 COL1A2 RNF11 TMBIM4 MORF4L1 CELF4 SLC30A7 SIMC1 MIA2 C9orf153 VMA21 TSHZ2 ZCCHC17 PCK1 VPS13C GRIN2A SMCHD1 DYRK1A ROBO2 RAB18 SC5D SEC24B KANSL1 DCAF8L1 LRTOMT TPD52 FGF13 LMNB1 RRAGA DCTN5 FOXP2 MTDH HAUS2 GPR34 FBXL3 GNGT1 KIAA0319 PACSIN2 SPRY1 RUFY2 CCND2 MASTL SLC16A10 VPS37A PLPP3 COL9A1 PCOLCE2 CDK13 ENTPD1 MARK1 SMAD5 CD302 NCOA3 RAB14 ANKRD12 MAP4K3 AFF1 RAP1A CDV3 FAM135A SELENOT RWDD4 FAM177A1 FAM20B STX16 TBL1XR1 TNPO1 GSDMA TNKS2 SNX1 EFR3A ANKRD62 CCDC88A PIGG TBXAS1 ZDHHC2 NCAM1 SUZ12 NAP1L4 RAP1GAP2 FMR1 STAG2 LIMS1 DCX MBNL1 XPO4 PAPPA PTCH1 RELN UGT2A1 NTRK2 NXT2 BCL11B MS4A7 PCGF3 FKBP5 LY75-CD302 ACER3 KCNE4 STXBP5 DOCK5 MAP4 CAPS2 CUL4B CTAGE1 USP13 SCN2A ZNF664 CTTNBP2NL MIS18A ELAVL2 DIXDC1 SLC30A10 SPATA22 DOCK11 SREK1 YTHDF3 CELF2 BPTF AHR PPP1R21 MID1 DCTN4 MYT1L ARFIP1 RAB39B PDYN CNPY1 FASLG TOR1AIP2 MSRB3 PIK3C3 BACE2 TMEM255A SVIP DCLK1 ERCC6 SPART CAV2 BICRAL MAP4K5 DKK1 CTSV BLOC1S6 AQR TBX5 TMEM30A APOL6 PRTG CA1 RABGAP1 TMEM38B SLC2A2 INSM1 SYVN1 ASPH TMEM33 MCC ZNF689 TSHZ3 UGT2A2 SLC6A4 PBLD HMGCR HELZ ZBTB21 WDR7 KHDRBS1 PREX2 FAM120A WASHC2C GTPBP10 VEZF1 PIGBOS1 SMAP2 LIAS IFNA16 SETD2 TMEM104 PIP4P2 MED13 MN1 CPSF6 PITPNA FKTN ZFHX4 GPR6 ING2 C9orf72 MEGF10 HS3ST5 TLCD4 RAB8B SESN3 KLHL31 RANBP2 ALAS1 C14orf39 ZNF445 RAB36 LACTB ERICH2 LAMP5 EAF1 CFAP20DC GDAP2 IRS1 PHLDA1 NAA30 SLC25A27 SELENOF GARRE1 F13B TFG ZDHHC23 TMEM135 SPAST OTC PLGLB2 USP6NL STBD1 NEXMIF CCNE2 C8orf34 SLC17A5 CLTB GPRIN3 CEP104 NUDT11 TNMD PNMA8A SLC4A8 RNF180 KCNC2 TENT5A FCGR2A TFAP2B WDR26 NAP1L1 WLS DNAJA1 KMT2C TSPYL1 SH2D1B COMMD8 C15orf61 PABPC4L PLGLB1 SERTAD4 KHDRBS3 MAL2 ZNF827 GPR137C HIVEP3 CPEB2 FSCB GREM1 IDE GNB4 DENND4C CNTRL CBLN4 TM7SF3 MYO1D PAG1 MIR5584_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5584_5P ESRRG BTBD1 CREB5 HLF EXOC6B TNPO2 CAMK2D DNMT3B STK10 HMBOX1 CACNA1E ANAPC10 WNK3 SUMO1 SP6 COL4A5 LARS1 DNAL1 SPRY2 DCUN1D4 PRPF40A A1CF RCC2 AGER CNOT7 CADM1 PTBP3 MTDH VTA1 CHTF8 KIAA0319 PARP14 CDC37L1 PPP1R12B ZNF41 ARFIP1 RBM12 PPP2R2B COL6A3 RAD54B NRSN1 IL1RAP SINHCAF DNAJB14 TBL1XR1 CPEB2 CDIN1 ATG4C ADAM23 NEURL1B GALNT13 CADM2 SP1 PAPPA RBL2 PBX3 ZNF562 RIMKLB BRD2 MFAP3L SCD KCNK13 BOLA2-SMG1P6 DCAF6 RAB6A CUL4B RABGEF1 SGIP1 KIAA0895 FBXO32 NMNAT2 ADORA3 SPAG9 ENY2 TTC30A ERAP1 VAPB PROX1 TSN HBD DACH1 GSK3B ANXA4 NPR3 LRRN1 PLA2G12A TAF12 KLHL12 HORMAD1 PRTG ZNF680 ABCC9 ANKRD6 COL25A1 RBM14 RPP30 BRK1 CHD6 SYT4 PHACTR2 MYSM1 CCNJ STX6 RNF19A EIF4E PRKAR1A KCNG4 CDKL3 CXADR CAPRIN1 UBXN7 OSBPL1A SLC44A5 CES4A ADNP NTRK2 STK17B THSD7A KCNG3 PAX4 UBE2G1 CCDC157 XG KIF1B GEMIN2 KLHL31 VSTM2A CD44 ATXN7L3B PTP4A2 HACE1 UBFD1 PDCD4 AMMECR1L AHCYL1 RC3H1 EIF4E3 GUCY1A2 ATP6V1G1 RNF13 NKAPD1 GDAP2 NAV1 ANXA8 ANOS1 ZZZ3 PGM2L1 SLC10A7 SLC39A12 ADIPOR2 GNAQ G6PC GLIS3 MLC1 C4orf46 PPP1CB PANK1 ZNF609 MARCHF4 SRPX2 STXBP6 NUP58 NOXRED1 ANXA8L1 SMAD2 TMEM127 C15orf61 PCNX1 SRBD1 SSTR1 PCDH19 NOS1 ARHGAP6 SDC1 SLC12A8 QSER1 MED26 TAFA2 LRP6 DRP2 PCSK1 TRMT13 MTMR2 IDI2 CD300E PLA2R1 GNAI1 MPPED2 EDIL3 DYRK2 ZNF703 TM9SF4 ABHD2 CHRDL1 FMNL3 DNALI1 ATP5IF1 NAP1L1 BCL2L2-PABPN1 OSTM1 PTPRQ APOOL SNAPC1 RERG EP300 SH3TC2 SLC39A14 ELAVL2 STK35 ZSWIM6 ZNF695 SRPX TCTN3 MSL1 FSBP NUCKS1 MED13L GLUL USP49 BRWD3 SOCS7 SUMO2 F2RL2 TMX2 ANKRD50 BAZ2B SIRPB1 PICALM SPATA8 RTBDN BPNT2 OFD1 POLI KMT2A AAK1 HDDC2 POU5F2 INO80D PAPOLA NSD1 KLHL24 ZNRF1 PTPRJ BBS10 TNFRSF11B DEDD PABPN1 NUFIP2 RBFOX2 LRRK2 ZMAT3 POU3F4 SLC22A18AS AUTS2 TMEM167B MEAK7 KPNA4 TRNP1 PHOSPHO1 SMG1 FBXO42 ZMYM6 DOCK3 IQGAP3 PURA MIR875_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR875_3P AFF4 LTBP1 NCALD KCNIP1 CRP IL6ST LAIR1 TRIT1 THEMIS PGR SLC39A14 PHC3 ETS1 TSNAX CGGBP1 TSC22D1 JADE1 MLIP TP63 CTSE SLC35F1 C6orf62 FLRT3 MRPL20 KRT2 CR1 TDGF1 NCOA1 RFTN2 PHTF2 KDM6A PTPN20 ZNRF2 FBXO9 RANBP3L MRAS MPZ NUMBL HBS1L PCID2 IPO11 AMOT PAQR3 CCER1 TMEM70 CYTH3 MOB1A IKZF2 CAST LHX9 GPM6B GNPDA2 FAM76A GPR161 TMPPE MXD1 SELENOP MTX3 ZNF211 MAP7 AGO2 DISC1 ABCA12 PNPLA8 ZYX CHCHD3 EYA3 SCN5A NDRG1 ZNF555 PARP9 CEP43 CEP120 G3BP2 IDE EGLN3 TENM1 C1orf21 NKRF TMEM182 CTDSP2 TMEM220 NCOA3 CYP51A1 SLC11A1 RASGRP2 RC3H1 NSD2 IGF2BP3 CTDSPL TAF12 KLHL12 OR51E2 GSPT1 DCN EIF5A2 SCEL RAD21 MAP1B POU3F2 ASB9 NAP1L1 AFF3 GNAS ANTXR1 PALMD CHD5 CAMK4 IFNLR1 IQCB1 VPS4B DHX33 PTBP1 KIF21A MANSC1 PRKAR1A ZFHX3 CAPRIN1 EPPIN MBNL2 RSPO1 MS4A1 MRPL32 MAST4 PLEKHM3 ACER3 SLIT2 SOX6 ZMYND8 KDM5B PIK3CA PTCHD4 GALNT2 ITCH ZC3H4 CETN3 SRSF9 FAT3 CD34 NAMPT SEC24D MSRB3 NKTR ATF7IP CBLB ACOX1 KLF2 TCFL5 SLC25A24 GAS8 TCF20 GPD1 SLC30A4 ZNF700 IL31RA KYAT3 RNF8 MIER1 TFE3 CHST11 SEMA4D KDM4E SKIL WDHD1 ETV5 WDR48 EVC STIM2 SYT1 SNRNP48 GOLGA8N SLC4A8 DCX ADAMTS5 SHISA6 LRP3 MTM1 TAOK1 NCK1 KCNN4 GRIA3 TMEM45A ZNF492 SPOP DESI1 CEP170 ZEB2 ZNF730 GULP1 STAT3 NDFIP2 RALGAPB ARFGEF2 RASAL2 PELI2 GNG2 C5orf22 EEF1AKMT3 ICAM1 CDKAL1 UBTD2 SOGA1 TANC2 SRP9 SETDB2 HHIP RAB20 MARCHF5 LYRM1 PLPBP SPATA5 SLC24A2 SUDS3 PSMA5 PLXNA4 GFPT1 VIM HOXC10 COL4A3 S1PR3 GLCE ATP6V1A TMEM132B BMP8A HIPK2 TMTC1 LDAH CHST2 RALBP1 SH3TC2 ZNF396 CREBZF ERRFI1 ERP29 SMARCAD1 NHLRC3 ZNF451 NFAM1 TMEM196 ACO1 TIAM1 BTAF1 SNX27 RTN4IP1 SOCS2 UBE2R2 C11orf1 ZIC1 NEUROD1 DNAJB1 LPIN2 GJC1 SLC24A3 TAPT1 MPEG1 ZBTB20 C12orf29 CNTNAP2 ADGRF1 SLC5A12 CD109 PIK3CB PF4V1 MRPL15 ONECUT2 ORMDL1 YBX3 MED13 C11orf87 PRKCB C1orf109 CACNB4 CEP44 CEMIP2 LCT ATP8B1 ZHX2 PHLDA1 BTRC AKIRIN2 NFIB PYGO1 CDKN2AIP LNX2 TPP2 RERE RNF20 LRRTM3 B4GALT1 PIK3C2B ELOVL7 PDE12 PHIP PDILT MID1 LENG8 IGSF21 ACSL6 AMBRA1 SCN2B PF4 IRAK2 ADAT2 LRRC47 ASB7 TMEM167A RELL1 TMEM8B TTLL5 RYBP DHRSX MIR6780B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6780B_5P PNOC MINK1 CALU PRDM16 NR2F2 DMTN YY1AP1 NR1I3 HCFC1R1 ARHGEF7 STEAP3 LGR6 DDN ZBTB7A TMOD2 PAF1 MIER3 GUCA1C SLC24A4 SCAMP5 QKI PI4KB ADCY9 WAS ZDHHC3 PPP1R18 CTNND1 DPP8 TSKU CD209 GRAMD1B CPNE5 WNT9B JPH3 KIAA0319 CORO2B HUWE1 PRKD3 WDFY1 TNS1 TMED4 CNOT2 FYCO1 CANT1 MKRN2 PREP SDHC FADS2 PXN LAMB4 ZIC3 ZNF512 ITGA7 TET3 BRAF IER5 SLC4A7 PDLIM5 C1QTNF7 AMFR SAMD4B ARPIN RELL2 COG6 SERF2 EGR3 VTI1A CT55 DCHS2 CD207 MAZ MKLN1 HOXB9 P3R3URF-PIK3R3 NAA40 PIP4K2B CXXC4 ZBTB4 CLIC5 TFE3 CDON MARK2 ZNF385A ARFGEF3 BTRC KIF21B ABCC10 SPOCK3 MINPP1 PDYN EI24 CABP5 PUM1 ZCCHC3 KDM2A PATL1 SUCNR1 CCDC178 RBM14 C19orf47 ATF5 BRPF3 PSMF1 USB1 ECE1 CNOT8 PYGB GRAP2 PRDM11 MAF TAGLN2 SPRYD4 PAMR1 LIPT2 TSPAN33 ZDHHC14 ZNF346 SPRY4 PHACTR1 ATF7 UNC5B JTB SCNN1A VAMP2 TUB RNF14 ANAPC13 ZNF516 RBM26 USP51 FAM122A TMEM131 NUP205 ZNF592 BCAS3 PLEKHS1 NRAS TTC21A TPTE RHOC PIK3R3 RNF39 MAFG RAB11FIP4 PLEK2 ZMYM3 PKNOX2 JPH4 PBX2 THRA UBE2D2 PCDH7 IPCEF1 GRK6 IVL GIT1 SLC38A7 AK2 RASL10B SELENOW CERT1 GSTM5 DCAF7 HOXD13 SPATA12 SHISA6 BRWD1 BCL2L1 TMEM127 MECP2 PCYOX1 SLC22A8 ELK1 LRRTM2 MBD6 CCDC68 TAOK3 RAD18 SYP SHISA7 GPA33 LMOD1 RHOF CLOCK CHD3 RNF180 HINFP XPO7 MXRA5 MYO1E CHP1 BNC2 IGFBP4 EFNA3 CHRNB2 REPS2 MAPK1 PARS2 RUFY2 ZNF703 FKBP1A FNBP1L PTPN14 CD177 LY6D IFIT1B NECTIN1 RTN4RL2 GSDMA FOXRED1 SYT7 CNTNAP3 ABHD5 TMEM43 LINGO1 FKBP5 SMARCD1 EP300 PDXK CCDC103 CALN1 SASH3 KCNA1 C19orf84 OSBPL7 MEX3A CNGB1 KDM4A MFN1 UBE2R2 MAPK10 DAPL1 ARSI MARCKSL1 BAZ2A SLC6A3 TMEM121B DYNLT3 ATRN FZD2 ZBTB20 FCER1G OSBP LZTS3 VWA1 SH3PXD2A KSR2 RAB3A DNAJA2 ARID3B ATXN7L3 SLC7A14 CHST3 RALY NACC2 TMEM69 CXCR3 TRMT112 INO80D CHRNE MFAP4 SIPA1L3 P2RY4 CNTNAP3B SEMA4G SPAG7 CBX4 HDAC1 ADO SRSF2 ELAVL2 S100A14 CCDC113 SDC3 NEUROG2 ASXL3 MOXD1 CSNK1G1 TNRC6A SCRT2 RPL15 MMRN2 CSDE1 FANCC MIR545_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR545_5P LFNG OLFM3 CDKL5 ARMC1 RELA EYA4 SLC16A9 MYLIP IMMT NDUFS1 CCT8 BIRC6 DCAF17 RCAN1 PGR DDX3X MAPK8 HIVEP1 KPNA3 DNAJC7 AKIRIN1 SLC44A1 QKI TSC22D1 MARCHF7 HINT3 B3GALNT1 ALCAM CHD9 FMN2 SC5D REV1 TMTC4 ZNF182 C1orf198 CACNB4 ZNF454 BMI1 SLC10A3 COL4A4 GCLC SLC12A6 PDK4 AKAP11 WDFY1 PAXBP1 DIO2 SLC6A15 SPINK7 IL17RD DDX5 ARMC8 STX16 ITM2C CEP70 ADAM23 ZNF432 ACVR1C FAM221A BDNF MRPS30 NFIC CAPZA1 PRICKLE2 ACTN1 PKD1L1 ABAT CFL2 MINDY3 SLC30A9 PHAX RALGDS CUL4B SGIP1 UPRT ASAP1 PCDHB11 DET1 TMED9 LMBR1 E2F5 MBNL1 RNF111 ENTPD1 DACH2 PHF3 ANGPTL1 NDUFB6 ATP10B GAPT UNC80 PPA2 EPHA5 CSDE1 GPAM BACH1 MYO5C PCDH11X SGPP1 PCGF5 CELF2 C15orf56 FAF2 SPOCK3 SNAP91 GABRA4 ARHGEF38 TBX5 HDHD5 RNFT1 BCLAF1 USP24 ETFRF1 GPATCH2L LYST COMMD3-BMI1 SLC33A1 CD58 AHNAK IKZF2 NPFFR2 CNOT8 TMEM33 NEK4 ECM2 OSBPL10 GFRA1 GORAB APBB2 RAP1A ATP1B1 ZMYND11 NIN HSPA9 MAMDC2 ANKS1A ATF7IP2 NAA15 PLEKHO2 MPP7 TPBG CXCL8 ORC3 CTCFL SSH2 MIS12 RASGRP1 ANKRA2 SLC27A6 VAMP2 KATNAL1 C14orf39 CNOT4 PLXNA1 TRAFD1 DCLK1 VPS36 PLAAT2 RCN2 LGALS8 FRK NRAS SAMSN1 FOXJ3 PPAT DNAJC6 IDS PTAR1 DPY19L4 CACNA1I UGT2A3 SLC30A4 CPEB1 ANGEL2 DENND1B C4orf3 ADORA2B SLC35D3 ERMP1 TRDN MORC3 MIPOL1 SDE2 MMP28 ZCCHC2 UFM1 CCSER2 SMARCE1 SAP30 ARF4 ARHGEF12 ELK3 TSPAN12 WDR26 AGL RAPGEF6 ZNF493 STC2 N4BP2 CPB2 SUN1 AKAP6 TSGA10 ZMYM2 NBEAL1 LRRIQ4 BNIP3L PANK1 TCIM DOCK4 REEP3 AP3B1 ZNF695 XK KPNA1 MMD LGALSL DIPK2A MPZL2 PLAC8 CDV3 GATA6 GNPNAT1 SEPHS2 MAPK1 NEFL CDC73 CCND2 YBX3 PCDH7 GNAI3 FBXL14 TM9SF3 C7orf31 PHF20L1 KIF2A INSYN2A BCL11B CACNA2D1 NDUFA12 YOD1 PRR11 GBP7 MANEA SETD5 RBM33 GABPA PCSK6 ARMC2 MAP3K1 AMMECR1 YLPM1 PTPN21 MED12L HIBCH MED13L ATAD2B PBLD HOOK3 GPR82 RAP2A TOB1 BCL2L15 DUSP8 NMT2 TMCC1 ROCK1 ATG12 CHST1 SFPQ ANK1 UBE2D1 SETD2 AP001372.2 MED13 GET4 YWHAE FGL2 DIMT1 RAPH1 RAB8B ANTXR1 NSD2 LATS2 RRP1B ARL8B TMEM258 ZBTB39 GNG12 CRISP3 GGH MAB21L2 MAPK6 LRRTM3 GTF3A PHIP RAB11FIP1 ERP44 DR1 NUFIP2 SLAIN2 PDS5B VWC2 HNF1B IKZF1 USP34 PAIP2 CDS1 DDIT4 DGKH RYBP PLAAT1 MIR4725_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4725_3P PNOC MINK1 CALU PRDM16 NR2F2 DMTN YY1AP1 NR1I3 HCFC1R1 ARHGEF7 STEAP3 LGR6 DDN ZBTB7A TMOD2 PAF1 MIER3 GUCA1C SLC24A4 SCAMP5 QKI PI4KB ADCY9 WAS ZDHHC3 PPP1R18 CTNND1 DPP8 CD209 GRAMD1B CPNE5 WNT9B JPH3 KIAA0319 CORO2B PRKD3 WDFY1 TNS1 TMED4 CNOT2 FYCO1 CANT1 MKRN2 PREP SDHC FADS2 PXN LAMB4 ZIC3 ZNF512 ITGA7 TET3 BRAF IER5 SP1 SLC4A7 PDLIM5 C1QTNF7 AMFR SAMD4B ARPIN RELL2 COG6 SERF2 EGR3 VTI1A CT55 DCHS2 CD207 MAZ MKLN1 HOXB9 P3R3URF-PIK3R3 NAA40 PIP4K2B CXXC4 ZBTB4 CLIC5 TFE3 CDON MARK2 ZNF385A ARFGEF3 BTRC KIF21B ABCC10 SPOCK3 MINPP1 PDYN EI24 CABP5 PUM1 ZCCHC3 KDM2A PATL1 SUCNR1 CCDC178 RBM14 C19orf47 ATF5 BRPF3 PSMF1 USB1 ECE1 CNOT8 PYGB GRAP2 PRDM11 MAF TAGLN2 SPRYD4 PAMR1 LIPT2 ZDHHC14 ZNF346 SPRY4 PHACTR1 ATF7 UNC5B JTB SCNN1A VAMP2 TUB RNF14 ANAPC13 ZNF516 RBM26 USP51 FAM122A TMEM131 NUP205 ZNF592 BCAS3 PLEKHS1 NRAS TTC21A TPTE RHOC PIK3R3 RNF39 MAFG RAB11FIP4 ZMYM3 PKNOX2 JPH4 PBX2 THRA UBE2D2 PCDH7 IPCEF1 GRK6 IVL GIT1 SLC38A7 GJB4 AK2 RASL10B SELENOW CERT1 GSTM5 ZNF609 DCAF7 HOXD13 SPATA12 SHISA6 BRWD1 BCL2L1 TMEM127 MECP2 PCYOX1 SLC22A8 ELK1 LRRTM2 MBD6 CCDC68 TAOK3 RAD18 SYP SHISA7 GPA33 LMOD1 RHOF CLOCK CHD3 RNF180 HINFP XPO7 MXRA5 MYO1E MBOAT7 CHP1 BNC2 IGFBP4 EFNA3 CHRNB2 REPS2 MAPK1 PARS2 RUFY2 ZNF703 FKBP1A FNBP1L PTPN14 CD177 LY6D IFIT1B NECTIN1 RTN4RL2 GSDMA FOXRED1 SYT7 CNTNAP3 ABHD5 TMEM43 LINGO1 FKBP5 SMARCD1 EP300 PDXK CCDC103 CALN1 SASH3 KCNA1 C19orf84 OSBPL7 MEX3A CNGB1 LRG1 KDM4A MFN1 UBE2R2 MAPK10 DAPL1 ARSI MARCKSL1 BAZ2A SLC6A3 NUCKS1 DYNLT3 ATRN FZD2 ZBTB20 FCER1G OSBP LZTS3 VWA1 SH3PXD2A KSR2 RAB3A ARID3B ATXN7L3 SLC7A14 CHST3 RALY NACC2 TMEM69 CXCR3 TRMT112 INO80D CHRNE MFAP4 SIPA1L3 P2RY4 CNTNAP3B SEMA4G SPAG7 CBX4 HDAC1 ADO SRSF2 ELAVL2 S100A14 CCDC113 SDC3 NEUROG2 ASXL3 MOXD1 CSNK1G1 TNRC6A SCRT2 RPL15 MMRN2 CSDE1 FANCC MIR4447 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4447 CASTOR2 RGS6 M6PR DNMT3B RPAP3 PRRG1 MTSS2 PDPR TSHZ2 CREB3L2 PAX5 SCAMP5 HOXB4 DTX3 COL5A3 UBTF NSL1 ADD1 TSPAN9 USP20 PDE4A BTBD9 ZDHHC15 ARRB1 SLC7A8 STRIP1 GYS1 SHISAL1 ELMOD3 LHX6 RWDD2A BCL7A LDB3 ATG16L1 SMYD5 ELAVL4 VWA5B2 DAB2IP TXNRD1 SAMD4A NOX5 EFNB1 SEPTIN6 RAB15 SUN2 C14orf132 DEF8 PDLIM3 KCNQ2 CYP26B1 RARA PTK7 PSMF1 DERL1 TADA3 NFIC STX1B SYNGAP1 PALM TIAF1 CBFA2T2 MTHFSD ARPIN GTDC1 ABCC6 PGGHG KALRN AGO1 PRLR STAC2 MAG SORBS1 ELAVL3 KCNK3 EMILIN3 ADORA3 CMIP ASB6 ZBTB4 KANK2 NFIX SH2B1 GCM1 IGF2 ZNF385A AKAP13 INTS6 ASB1 SLC6A17 KIF21B RIPOR1 NFASC NCAN SCRT1 SUV39H1 FIBCD1 KCNAB2 NIPAL2 TMEM114 CDCA4 ELMO2 TRIM4 GARS1 SCN4B ABCD1 SERTAD2 NACC1 CRLF2 ARHGAP1 SPATA31D4 ERF GDI1 GMIP CASK BCL7B SEMA6A ACSF2 MYO18A SNPH LSAMP PHOSPHO1 HIP1 RSPO4 PRKACA PKM STMN3 GATAD2B UGT3A1 SLC22A7 CAPN15 ATP2A3 PLEKHM3 TRIM45 CCDC3 GALNT2 CCDC157 VAMP2 NOVA2 SLC4A2 TCF12 ZFR2 ZNF618 KCNH2 BCL2L1 CCDC97 RAB36 B4GALT5 ELOVL1 TTC9 MYO15A DAGLA WSCD2 SKI KLK5 MAP3K9 TIE1 DMRTB1 ATP13A1 PPP2R1A POLM CACNG2 WWP2 CDH4 C5AR1 MMP24 GIT1 ZNF512B EPHB2 CARM1 GJB4 HYDIN URM1 DDA1 ARL5B TMEM132E NXPH3 SMTN MBD2 TXNL4B FOXP4 MLF2 SHISA6 PTPDC1 MTCL1 OPA3 PALD1 METTL21A LIMD2 HOXC8 SLC9A1 MECP2 CENPI CYP2W1 C5orf51 TUBB4A RASAL2 ERN2 ICMT STUM CMTR1 AMOTL2 ATP2A1 TNKS1BP1 CPLX2 G6PC2 MEF2D TXK IQSEC2 DVL3 PRELP NGFR ZBED6CL TMEM164 SNAI1 NECTIN1 KATNAL2 SYT7 PKN3 RNF5 BCORL1 PLEKHM1 KMT5C SMARCD1 PDXK ANKRD13B UBL5 CNDP1 TMEM63B ZCCHC24 CAPN6 MEX3A PYGO2 KCNC1 DLGAP3 H2AB1 MPL PCYOX1L SEMA4G RNF165 C20orf203 NKD2 KMT2D NXF1 C6orf141 ZDHHC8 HCN2 TTC22 INHBC MSI1 CPNE5 LAMC1 TTYH3 C1orf159 LZTS3 SNX30 RNASE13 ATG14 SH3PXD2A KSR2 FBRS TNNI1 HAAO HOXC4 NTSR1 GPR137 NACC2 IGFL3 BARHL2 ZC3H7B CNNM1 MFN2 PLPPR5 MSN SPINT3 TBX6 P2RY4 AVPR1A SEMA4C DLX3 KMT2B CCDC113 PLCH2 C5orf15 NUAK2 ZSWIM4 IDH3B CENPT ADARB2 IQGAP3 MIR1252_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1252_3P RFX5 CD84 SURF4 CBX6 LYN PIAS2 MFAP5 AL008638.2 MTSS2 SNAP23 STAM ARL8A TFEC SIK3 CDH10 UBE2E2 CUL3 CGGBP1 DCLRE1A BRPF1 SNX3 TFDP2 BOLL ACSL6 UBASH3B SSH2 PGAP1 IPO7 PIP5KL1 AKAP11 SMAD9 DENND10 DPP4 SMAD5 KLHDC8A FSD2 HBS1L FUT9 ZBTB14 TNKS2 GUCY1A1 ATAD2 CCDC88A ZNF706 ZNF426 MOB1A GOPC ZNF507 CREB1 SLC4A7 ECHDC1 GIMAP2 AK2 PRELID2 GABRA1 EFHC2 CFL2 TRIM33 CYSLTR1 CSNK2A1 CYRIB GPBP1 STX17 FAM126B CDH11 CUL4B ABI3BP ARHGAP5 RAP2C SGIP1 UPRT ROR1 ERCC4 EEA1 EOGT SPAG9 YTHDF3 GRID2 SEPHS1 CEP120 COX15 EPHA5 ARFGEF3 ZIC4 DOCK2 FSD1L PRMT6 TMEM182 CCDC39 CREBBP PDLIM5 PTPN11 UBE2F PUM1 GOLGA6L6 KLHL28 ASPH CYCS EIF1AX RFX3 GPM6A TANC1 OSBPL8 NT5C1B BAMBI ERLIN1 RAB3B CAMK4 MYSM1 CSMD3 SLC26A7 FAM122B TCEANC JMJD1C CXADR KDM7A SEPTIN7 RNF2 HS2ST1 ASXL1 MAP2 KMT2E SOX6 CLEC6A CHML BNIP2 ATP10A ITCH VAMP4 THAP6 FAT3 GPD1L CLIP1 SLF2 NSG1 ANLN FBXL7 SLC2A13 CCDC179 RAB4A SH3KBP1 AIPL1 FRMPD4 WDFY3 PKHD1 POLR1D ZCWPW2 NCBP2 ZNF91 USP31 PPP1R3A SKIL GLMN OGN MMP24 EDAR PIK3R1 NOVA1 EVI5 SLMAP MCTP2 MCTS1 PKIA MCU ZBED4 TPK1 ADAMTS5 MBNL3 CAND1 BRWD1 LIN7A ZNF529 FAT4 INTS2 AGL CCBE1 PRSS23 RNLS PPP3CB RRM2B VIPAS39 SEMA3D OSR2 CPB1 LRRTM2 ODF2L TRIM49C TRIM49D2 TRIM49 SPIN1 GULP1 NDFIP2 MRPL42 OCSTAMP PRKG1 TAFA2 CLRN3 ATP2B1 CLOCK PCSK5 NKAIN1 TRIM51 AEBP2 DCTD MAP1B XRN1 TMED7 KLHL20 GOLGA6L1 ABI1 HTN1 TP53TG3 CCN4 CSTA EDIL3 HNMT GNAI3 HECTD2 IKZF5 E2F4 DCX BEND4 CADM2 INSYN2A CXCL12 SLC12A2 FKBP5 CACNA2D1 SH3TC2 MSI2 CDKN2AIPNL EPHA4 FZD3 TERF1 AMBN GPR158 IGDCC4 MORF4L2 ZSCAN20 SAXO2 IFNW1 SSR1 PRPF4B CLDN16 TRIM48 IGFBP5 STRBP PIKFYVE MAPK9 ZNF621 ZNF644 NIN KMT2D TP53TG3D USP15 PPP1R11 ATXN10 APH1B ITGA1 HOOK3 TDG INSYN1 DLX6 GPC6 GLO1 ROCK1 SUPT4H1 PNPO MMGT1 TOX CENPJ MICAL2 BMP3 ZNF624 THSD7B FGL2 GDPD1 EFCAB13 LRRC40 FAM199X RAB8B ATG3 NR6A1 GDNF CNEP1R1 WWC2 TP53TG3B BMPR2 ATRX TRIM59 SLC35E3 LNX2 ZNF284 STRN DPY19L1 RNF145 MEP1A BNC2 MBNL2 CCN2 ZMAT3 NUMB BTC MAP3K21 CAT SEC24A LIN7C UBA3 SYAP1 ADARB2 ZNF721 KITLG GJA3 MIR519E_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR519E_5P CREB5 AFF4 LTBP1 CASP9 ARMC1 TMEM41B MBNL3 MARCHF6 ALG9 LDHC THEMIS NR3C1 PHC3 PLEKHG7 PAX5 ZNF595 BCL9 QKI SGCZ FSHB TGFBR2 API5 RNF103-CHMP3 FRMD4B PAQR8 CDC42EP4 KCNH5 OGFRL1 PIK3R5 UBASH3B GLRX ANKRD30A TENM1 FRS2 HSPA12A BIN3 GCNT2 ZBTB10 UBE2H PASK GPT2 ZNF639 FUT9 ITPRIP CADM2 GTF2E1 GNPDA2 DUSP3 SUMO2 GPR161 SLC4A7 GRIA1 RAP2B DLGAP5 RMDN2 RPP14 ISL1 ZNF765 ZNF248 ITGA8 SCN8A FGFR2 SLC39A2 TC2N MPP1 SLC35A3 CACNA1A RFX8 MTF2 ZFAND4 ZNF559 CACNB3 DCLK3 EEF2KMT LPCAT1 AFF2 CASP10 ATP10B CAMKK1 G3BP2 FBN3 SEZ6L ABCC11 C6 NT5C2 NFIB RERE NAV2 TOP3A PLAAT5 CDH11 TRIM39 PRR3 ERCC6 MATR3 ZFYVE28 PROX1 FBXO45 PUM1 RAB8A POGK COPS8 TPM3 FOXE1 ZNF92 ZNF43 PI15 BORA BEND7 PHACTR2 LRRN2 STX6 CHSY1 CNOT6L ZNF681 VKORC1L1 CCDC186 SLTM CDK14 GATAD2B AP3S1 BAG1 ZNF420 YWHAG ADARB1 BMPR1B MID2 P4HA2 ZNHIT6 SEMA3E APLP2 SLC27A6 FAM135B RAB3IP RSL24D1 NOVA2 ZNF99 HIP1R ZNF705A DENND4A C7orf25 CLNK GOLGA7 UBE2B NRAS POU2F1 LRRC32 PDE3B UBE2Q2 MAPRE1 NAV1 DIXDC1 ZNF566 TMEM241 ILDR2 TAL2 ZNF528 PSMC4 COA5 EHMT1 ZNF691 GLIS3 NNT COL14A1 CERT1 KLF6 PLEKHA1 ZNF714 LIN7A SLC25A5 ARPP21 ME1 LONRF2 ITSN1 NXPE4 TENT4A TMEM45A IL6R CREBL2 LCOR CSRNP1 CPEB2 PTPRB GNA12 SPOPL PPP2R2A MADCAM1 GNB4 RNF144B TCEA3 KCND2 NR1D2 ITGB8 LMOD1 CLOCK NDUFAF5 MIB1 WIPF2 EBF4 OSTC OTUD1 SPECC1 CCDC141 PLAGL2 CDH26 LPGAT1 MLXIP ELK4 TIPRL CLIC6 SRD5A3 SUDS3 TMEM164 HOXC10 XPR1 AGPAT3 ST8SIA1 PLCL2 BMS1 POLR2D CCDC198 CCN1 TNFAIP8L1 RGS17 SH3TC2 RBM43 CREBZF USH2A METTL9 ELAVL2 CCDC43 CHMP3 CEMIP2 RANBP3L UBE2K RTF1 EDN3 NIF3L1 SLITRK5 MCCC1 FURIN MTHFD1L DTD1 ZFY KHNYN NYNRIN ZNF680 TSC22D1 ASPH SMARCD1 CA4 ATAD2B ZNF365 NAF1 SLC5A12 NOTCH2 EBF3 VEZF1 LRRC10B SLC9A2 ULK2 ZNF138 IWS1 THSD7B FAM199X IL6 LRRC28 RAB9A KCNA4 ZNF28 RSBN1 ZNF773 TFCP2L1 FAM102B POLI ZNF552 BMP8B NPY1R MAGEA11 HEY2 HS3ST3B1 NEXMIF MSTN MARCKS VCPIP1 ZCCHC9 DYM CAB39 PTPRM PDGFRA SPEN ZFYVE21 UBXN4 AJAP1 ACVR2B CLCF1 TMPRSS11E AUTS2 WNT3 CSNK1G1 PIKFYVE DOCK3 LPCAT3 ITPKB EPN2 NEK9 ZNF207 RASSF3 MIR330_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR330_3P ADAM22 SLC4A10 DIP2B ZNF148 TAF1B ZKSCAN8 PRRC1 BMT2 ZNF423 RUFY2 RCAN1 BDNF TMEM178B MLEC BFSP1 CMPK1 VPS13C RCC2 PRUNE2 TRPS1 GLS MTDH BMI1 ZNF367 IP6K2 KAT2B PSD3 SCP2 UBL3 ANKRD40 CSNK1G3 REST SYK CYP7A1 TCERG1 RBM12 CDV3 DEFA3 COL6A3 MIER3 IL7R RAD54B TBL1XR1 ADK PABPC1L ITM2C TNKS2 GUCY1A1 NKRF CYTH3 ZNF706 FAM114A1 CEP170 MLLT10 YPEL2 RO60 C9orf64 RAP2B CACHD1 USP33 ACBD5 KRCC1 MACROD2 METAP2 RFWD3 NAT10 AGAP2 FAM72A FAM107B SIK3 USP13 SLCO1C1 GRM5 GUCY1A2 SNX1 NCOA2 FGFR1 KSR1 LARP4 MAP2K5 SLC19A2 LSM5 CLDN18 GPAM C1orf21 PROX1 ELOVL6 BTRC CERS6 ASB1 NT5DC3 SLITRK2 RGS10 ATP8A2 PSG1 MPZL3 AQP9 GSKIP SRPK2 SPOCK3 KCTD18 HSPH1 RSPO2 IGF2BP3 GNA13 DEFA4 COMMD3-BMI1 CCPG1 LTN1 ADD3 PARP11 SPTSSB SUMF1 EIF3J SUCO ARHGAP20 TSHZ3 FAM72C SLCO3A1 HELZ MRPS6 TSFM AGTR2 DEFA1 TET2 ATL2 FBXW8 PLS3 SLC44A5 PSMA5 KCNJ16 EPS8 RIPK2 UBE2G1 C2CD2 MAML1 PPM1B RC3H1 GIGYF2 SCG3 FRK GCN1 USP37 IRX2 SLC25A24 PPM1L RMND5A PIK3R3 CPNE8 DNM3 AZIN1 WDFY3 TJP1 KLF10 MFSD5 SLC10A7 TECPR2 CREM JPH1 FNTB SHC4 SLC17A6 FCHSD2 DTL SH3KBP1 MYBPC1 MRRF CERT1 DCAF7 ELK3 MBNL3 CFAP54 LRP2BP VGLL3 TRIM2 SEL1L ERBB4 HOXC8 SP4 SORL1 TEAD1 GLYR1 SLAIN1 YTHDC1 PDE1A ATP2C1 GRIA3 NBEAL1 CREBL2 ZBTB10 LRP8 RAI2 ZFC3H1 ARFGEF2 TM7SF3 TRIB2 NTN4 CCND3 ATP2B1 SLC39A11 CTNNB1 F12 GPHN C3orf62 DPYSL3 PRKAA2 FAM72D INSL5 DEFA1B SLITRK4 FOXJ2 FZD3 FAM72B TARDBP CDH26 WDR76 PRIM2 KRT82 DLX1 MICU3 SALL1 ELK4 PRDM6 MAPK1 HEATR1 NEFL DOCK5 MINDY2 FBXW4 IGF1R PDZRN3 ARMCX6 SPRYD7 GPRASP1 DNAAF2 TMTC1 FKBP6 TBC1D7 DIRAS2 BCL11B ABHD17C PAPOLG EBF2 DCK IL22RA2 SUB1 ELAVL1 FBXL17 ZBTB34 THOC3 SOX6 APPL1 SAXO2 KNOP1 ABCA2 S100B KITLG TRA2A FSBP YLPM1 HNRNPU AK7 RND3 GNRHR SOSTDC1 LAPTM5 MEF2A MOSMO RNF126 DLX6 FBXW11 RAP2A MYO1C PRR23C EBF1 ONECUT2 EGR4 KLHL1 TOX LAPTM4B GDPD1 PRKAB2 SERINC3 DICER1 VSIG10 RAB8B KLHDC9 TACC3 ATAD5 HIF1A METTL1 FOXO1 FRAS1 NAA30 ZFR NPTX2 MYH3 BMPR2 KCNQ3 TNKS INO80D LNX2 EPC1 GTF2H1 NUP42 SLC24A2 JMY CSNK1A1 MEOX2 KRTAP4-9 PALM2AKAP2 ACSL6 ERAP1 PTPRM POU4F2 CCN2 APCDD1 KLF9 L1CAM ZMAT3 ERGIC2 C5orf15 CLDN8 AMMECR1 AMOT TMEM245 ASXL3 LIN7C HNRNPR NUP58 IQCH PDGFD IFNE SS18L2 MTMR9 TRAPPC8 CXCL5 THADA RAP1B PURA ZNRF3 MIR548AV_5P_MIR548K http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AV_5P_MIR548K WDR11 ADAM22 PTPRM GOLT1B P4HB ZNF281 MARCHF6 NEDD4L WNK3 DNAJB4 SUMO1 BCL10 RSRC2 MIER3 ANKRD11 SPCS2 LGI1 CD109 A1CF P2RY10 NAPB GLIPR2 ARHGEF38 BBX CTNND1 DSCC1 PTBP3 MAP3K7CL GRIP1 TGFBR1 LY75 MTF1 SEMA6D DSP GPATCH11 ENC1 ELAVL4 APPBP2 SLC35A1 FNIP2 DDX5 TLX3 SINHCAF PDZD8 ZNF26 PNN CCNY FAM13C NCAPG2 CBLB ABCC4 FMR1 ZNF611 CARF RHOQ ABHD3 PTPN12 SLC9A6 NFE2L2 BICD1 STXBP5 STEAP2 YWHAZ ANGPTL5 CDK19 LMBR1 KLHL13 RNF111 MED6 SRSF6 GUCY1A2 MEX3D UBE2A SNTB1 CEP120 ANXA2 SMOC2 WDR77 KLF8 SH2D1A TMEM156 FKBP7 ARID4B KCTD18 ZBTB44 ZDHHC17 IGF2BP3 TAF12 PRELID1 KLHL28 HTR2C NCKAP1 GJB7 ANKRD22 PLEKHG1 EIF5A2 SERTAD2 GPM6A TANC1 PI4K2B CUL4A ZNF493 ZNF486 YWHAQ VPS4B ANKDD1B CXADR HS2ST1 FUBP1 PREX2 FNDC3B CD47 PKN2 LCORL KLHL3 VPS26C RAB11A WNT5A RUNX2 ORC3 CD55 THSD7A MID2 RASGRP1 OPRK1 SS18 ATXN1L CCSER2 RBM18 GDA NFAT5 GOPC GPATCH2L UBE2B NUP153 ZNF600 TRIP11 POU2F1 PTAR1 SLC5A3 AR ADAMTS6 TRIM43 CD164 AFG3L2 KLF10 KCNK2 IGFL1 BCLAF3 PPP6C CYP1B1 WWP2 SCARB2 SKIL TBCA LRP12 MLH3 TCP1 PDK1 C5orf24 PPHLN1 ITGAV OCIAD2 NEGR1 CEP350 RAB6B RRM2B TNC BRD1 YTHDF1 TENT4B PPP3CB FAM120A ACSL4 DMRT2 PDE1A TRIM43B MFSD14A PPP3CA POGLUT2 CNTN1 ZEB2 RAB9B GULP1 REEP3 IL23A ACAT2 MGAT4A SATB2 FAM126A NCOR1 SAR1B FAM168B KMT5B DMXL2 CSNK1D DAP TOP2A TTC17 MYBL1 SPON1 CELF5 CNN3 MAP9 IVNS1ABP TMEM100 RAP1A C1D PDZRN3 ST8SIA1 NECTIN1 TM9SF3 NR1I2 IKZF5 BNIP3 PROSER1 TMEM229A MAP3K2 MYCN BEND4 SPTLC2 SERPINB3 ZNF711 GSPT2 PTMA LPCAT2 TCEAL8 GOLPH3 NOTCH1 PRR23A EFNA5 REPS2 SPDL1 EIF2AK3 CPNE4 UGT2B17 DDIAS MAP4K5 KITLG GMNC CCNL1 TP53TG3C OTUD4 FMNL2 CACNA2D3 LRP2 ZIC1 ZNF680 TADA1 FBXO43 RNF148 RUFY3 SLC24A3 UCK2 MTCP1 MEF2A FEM1C MEX3B CDK6 RNF138 TBC1D3B ITGA9 CISD2 VEZF1 AP1G1 LSM8 CPNE2 ZNF789 MEF2C SERINC5 TAB3 MCOLN3 HDAC4 PSPH FAM214A ERICH2 BPNT2 GSTM2 MSN AAK1 ROBO1 RPGR NPAP1 ATRX EPC1 CNTN5 HECA SOS2 KRAS ZBTB41 PAXIP1 MMUT SCML2 SAMD8 FIGN PDS5B SORBS2 KAT6A TWF1 C5orf15 PDZRN4 SH3RF3 HYOU1 LIN7C ADAMTS1 SMG1 ZNF800 MIR4310 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4310 CENPL SLC30A6 SIKE1 SLC4A10 RHBDL2 GAB1 MEF2C RINT1 NEK2 CD1E SLC39A10 ITPR2 OTOGL NDUFA5 DNAJB4 ASB4 TREM1 SPATA13 TSHZ2 ETS1 PEAK1 DCUN1D4 MCTP1 HNRNPF KLF12 JADE1 BCL2L11 RRAGA BTN3A2 TGFBR3 TMEM74 GLT8D1 SMPDL3A MYORG ITGB1BP1 EPHA3 ZBTB20 SEPSECS PARP14 YAP1 MIEF1 E2F6 IL1RAP SPINT1 FRS2 ADK NR2C2 FAM122B KLHL21 C19orf12 WDR20 CREB1 DPY19L2 DLL1 ZNF571 MBD1 ARMCX3 CNKSR2 DPYD SLC9A6 FGFR2 SET GPRASP2 RORA PRR16 PML CBFB CDKL4 CUL5 MYT1L PLS3 ZBED1 PRKACB TOMM70 TMEM176B ZNF461 CDYL2 MAPK9 FNIP1 CYP2C8 LRRN1 ZFYVE28 COPB1 ZBTB21 CNOT9 ZBTB18 FBXO45 USP24 WASHC5 TPM3 TRIM71 EIF1AX DCDC1 ANKRD6 PPDPFL ANTXR1 USP10 CHD6 LDLRAD4 VAV3 GNL3L GPR85 RNF19A GORAB MCC NRG1 KIF21A SETD5 ATL2 PJA2 ZNF704 KDM5B CD28 CLCN3 GPR26 RAB3IP TLK1 KDELR2 UHMK1 KLHL9 TTC37 RBM24 PPM1B NEDD4 PPM1E BTN3A1 VDAC1 ABCA5 SMURF2 SRSF11 ANO3 POU2F1 PDE3B SGCB SNRPB2 DNM3 GMFB ARGLU1 MAP3K9 BTLA WDFY3 APOA2 SH3GLB1 FGF12 ZNF474 XPNPEP3 PPP6C CYP4X1 DCDC2 SUN2 RAB3GAP2 BCL11A SLC35G1 PDE4D PRSS54 CRYBG1 MSI2 WNT11 TP63 TSPAN12 GPCPD1 FBXL20 YTHDF1 ADGRL3 TGM2 ZNF407 DCTN6 PHF6 EFR3B EBLN2 SYNDIG1 KIF23 ZC3H12C TCEANC2 PPP6R2 FOXP1 MED26 DCBLD2 GOLGA4 PELI2 TBKBP1 TMCC1 SLITRK4 F5 TARDBP CDC42BPA SCN8A MAP1B ENDOU MATN2 DYRK1A RAB11FIP2 ELK4 TMEM14B GKAP1 DYRK2 MINDY2 SLC25A31 BTBD7 RWDD4 TNPO1 CDK6 TMEM132B NSMAF ZNF19 NF1 FRY APOOL KATNBL1 RUBCN USH2A DLEU7 ATXN7L1 FBP1 APPL1 RNMT TENM3 PRPF4B ASH1L KITLG TMEM30A RLN1 OTUD4 KIAA0930 PPARGC1A ST13 HDGFL3 AHCTF1 RNF38 PF4V1 FDX1 PATZ1 KHDRBS2 SV2C AP1G1 LSM8 SLC9A2 HSF5 ANKIB1 ZNF7 FXR1 EPHA7 PRKAB2 RAPH1 DICER1 JOSD1 DYNC1LI2 TNRC6B HIF1A KIF13A MFN2 ADCY7 LMBRD1 KASH5 INIP KMT2A NEDD9 FEM1B USP42 PDCL ABCB5 HECA LPGAT1 PTPN4 MAGI3 RAB33A CAB39 TTC14 CYP2C19 UBE2Q1 WNT2 HOXD9 VWA8 ACVR2B LIX1 SCAI AMOT CXCR6 KCTD16 KIF5C KRT34 SSH1 LRRC4 CRYM PRKAG2 UBP1 ANKS6 MIR3692_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3692_3P VSIG1 AFF4 SLC4A10 M6PR ARNTL2 ELAPOR2 MAN2C1 PPP2R5A EYA4 PIAS2 NID1 FN1 ASF1A IFTAP NR3C1 MIER3 DNAJC7 SAV1 QKI ANKRD28 TARBP1 B3GALNT1 RANBP1 MAGT1 HNRNPR ZNF117 PIAS1 CADM1 GALNT3 PTBP2 GREM2 MSL2 ZBTB20 SECISBP2L GYPA ZNF488 DNER ZNF544 ARHGAP12 SMAD5 MTRES1 IKZF3 PGF XRN2 FUT9 ZBTB14 SH3BP5 CYLD ZNF121 ERMN TRIM37 ZNF426 FAXC SPOP ZNF37A ZNF608 RAP2B SRSF10 PRDM10 GAPVD1 TIAM2 TSC22D3 SLC30A9 ADD3 ZNF559-ZNF177 KCNMB2 TMEM47 TMEM168 PKP4 SGIP1 SRSF6 GUCY1A2 SPAG9 SNAP25 CA13 AGPS DNAJC8 INTS6 ASB1 CDYL2 ZFYVE26 IRF2BP2 DSE ZDHHC17 BAHD1 CTDSPL2 WNK1 PUM1 TSPAN6 ZNF302 CHIC1 NEK7 SLC33A1 CASK EHF SRP54 ZNF268 IL15 HEPACAM2 MPP5 KCNJ15 SLC16A1 APIP SESN1 KDM7A UBXN7 SPO11 ATG2B MBNL2 PROCR TSPAN5 RICTOR ZNF704 FBXO48 KRBOX4 ENOX1 FHL5 RLIM KDM5B RBM15 AMER2 RXRA ZNF99 ZNF678 SEC62 TIGD3 RCN2 SAMSN1 ZFP1 POU2F1 ACOX1 SNRK ZNF75A CPSF6 AZIN1 GPATCH8 PYHIN1 ADAMTS6 CPNE3 CCDC57 BCLAF3 CCL2 KPNA2 NDEL1 MIA3 TRHDE TBX15 PTPRZ1 DEPTOR FBXL2 CACYBP GNAQ BICRAL POU2F3 TNPO1 ZNF266 ZNF718 MSI2 USP9X CERT1 SPICE1 ZNF780B CKAP2L TESMIN STXBP6 RAB6B SIX3 ZNF503 NUP58 DKK2 YTHDF1 ARG1 OSTC FAM53C PTPRC CREB1 SCN7A TRIM44 SPIN1 RCOR1 ZNF569 RALGPS2 ZNF154 SRPK1 MED26 CAMTA1 STAG1 FZD3 CAVIN2 ZNF155 SEMA3A RNF130 MACO1 RASEF THOC2 NECTIN3 G3BP1 IFIT1B GRIK2 CDCP1 CALCRL CDK6 CADM2 KIF2A TENM4 TMTC1 C2orf49 ZNF844 KBTBD11 DUS1L HMGN4 PIM2 MET SUB1 ARID4A FUT10 AK4 CCL13 ZNF449 FAXDC2 RPGR MEX3C ARRDC3 OGT RNF165 PCGF2 GPR180 ARMC2 ADH5 DNAJC21 NAA16 TMEM170B ARL17A EXOC6 CCDC34 ZDHHC21 B3GNT2 SUSD5 CRK SMAP1 LRRC8C CNIH1 SOCS6 TRAPPC10 ONECUT2 ZNF138 LCOR SCGB2A1 BAZ2B PRKCB FGL2 SLC7A14 GLS TLCD4 SHANK2 MLLT10 TRIM55 MYO6 NSD2 TAF5L ZNF773 FUNDC1 PFKFB2 ZNF552 AAK1 ITSN2 BSN USP42 NEXMIF ANO3 ZNF257 MIER1 B9D1 KIT PRPF38B PAWR DDB1 CLIC2 RNF168 ZNF189 ARID2 MAGEB18 PABPC4L PCDHB2 NXPH2 QPCT FRA10AC1 GRPEL2 TMPO RHOU RTN4 TNRC6A ZNF721 FBXO42 OBI1 IL22RA2 ZNF195 ZNF800 ZNF586 MIR12124 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12124 HFE TFPI2 PAK3 TAF7L ZNF148 SLC18B1 GSTM4 ARNTL2 SNHG32 TMEM41B TENT2 GNB1 BTBD11 ASF1A SLC30A7 HDAC9 KPNA3 GALNT18 ATG5 UBE2E1 PURB SGCZ A1CF CNTN4 KLF12 KDM2B LRCH1 MAGT1 GABRA5 LMNB1 SAR1A CACNB4 MCMBP NMD3 CERKL COL4A4 EXD1 CTBS ST6GALNAC3 RBM12 UBE2H CNTN1 ARPP19 TBL1XR1 PDZD3 FUT9 ZBTB14 SRGAP2B KLHL21 ZNF706 TBXAS1 SPAG1 BCKDHB PWWP3B MOB1A BRAF ZBTB5 CNOT6 SLC6A2 NR2C2AP KCNT2 LUC7L3 MXD1 CFL2 KL VAMP7 MRE11 ITGA8 DLG4 C2CD5 TRAPPC11 FAM126B ORC4 AIDA CUL4B FAAH2 PRLR ECT2 ARID1B SGIP1 UPRT UBE3D LMBR1 SS18L1 IRAK1BP1 USP46 EOGT CSN2 RANBP6 BTF3L4 LARP4 NDUFAF4 BACH1 NFIB NECTIN2 SLITRK2 NETO1 RAD9B NSL1 GABPB2 SERBP1 SOCS4 KCTD12 PERP CTSV PTER TATDN2 HORMAD1 GTF2A1 KIF3A MAX USP24 ZBTB1 UQCRC2 POLR3G WBP11 COL25A1 PWP1 RFX3 PPIP5K2 ZNF772 C3orf70 CU634019.1 STN1 SORCS3 IQGAP2 TRAPPC2 PEX1 YWHAQ RSPO4 NUP43 PDLIM5 TAT CFAP299 HS2ST1 LAMP3 RICTOR ZNF704 KRAS DUS4L ACER3 THSD7A FBXO11 UNC5B DDX52 GM2A KIF21A BNIP2 TP53INP1 TUB SNX13 FAM122A PPM1E LMBRD2 GRIN2A UBE2B GDAP2 PLSCR4 EML4 TOX3 MAP3K5 ADHFE1 TRIP11 CBLB TMEM106B RRP15 GSTCD SESTD1 SEC63 SAMSN1 RBM14 FRMD7 DNM3 TRAF6 ADAMTS6 SLC30A4 FGF2 FZD5 CCNE2 RAB3GAP2 ZNF430 KIF5B PLPPR4 CFAP47 RABIF GRIK4 MORC3 PCYT1A GNAQ EVI5 STARD13 MAML3 MAP3K20 FAT4 AGL HLCS SCG3 DKK2 SUN1 TMEM237 CA8 NCL TENT4A GRIA3 NEK3 LAMP2 ZEB2 MTFMT SRP72 MGAT4A LY6K ITGA4 HTR2B EIF4A2 SOX7 UBTD2 ANKRD45 SAR1B SMC3 PTAFR ACTR3B ELMOD2 FLVCR2 SEMA3A ADAM28 MINDY2 ZNF280B CXCL10 TM9SF3 NR3C1 CDK6 HLA-DRA SHROOM3 CKAP5 UNC5C LINGO1 PSMG2 PPP4R4 PRR27 UQCRB CREBZF ERRFI1 TERF1 NCOA6 GPR158 ARSJ RNF144A TXNDC16 FBXL5 SCN9A CU633967.1 LRRC19 PHB2 HECTD1 ASH1L GABRA2 TMEM30A NIN PIR LRP2 CAB39L FBXO43 DYNLT3 APCS TAPT1 AQP9 CLVS2 SGMS1 ZBTB20 GRM3 PDXDC1 HOOK3 ZNF572 PPP3R1 SV2C ATP10D CU633904.1 ANKIB1 SPDYA FNBP4 BAZ2B FAM199X SMAD2 CNBD2 HPCAL4 ZNF24 DDX10 TFCP2L1 SRGAP2C NEBL AAK1 SLC7A11 PTBP3 INO80D CLVS1 KLHL24 GTF2H1 SYNPO2L FXYD6 B4GALT1 ZKSCAN2 EFCAB14 FAM122C ETAA1 ZBTB41 PHIP FP236241.1 LACC1 RAB11FIP1 NHLH2 NUFIP2 NEMF USP32 SOS1 CHAC2 ABCA13 PDZRN4 TMEM215 GABRB2 SCAI BTC BBOX1 RAD1 PRKACB HECW2 KPNA4 SALL4 PIKFYVE SHISA6 RNF14 MEIOC CCNG2 MIR3919 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3919 EGR2 CD84 ADAM22 OLFM3 RWDD3 SYNPO2 DMXL2 CAMK2D STK10 KLK3 HOMER1 OMD SLC39A14 SLC24A4 CFLAR PDK3 SLC44A1 B4GALT6 RPN2 NDUFA9 SGCZ LRRC6 CLEC1A TGFBR2 SLC35F1 HPSE2 SFXN1 KAT7 VPREB3 LDLRAD3 ZWILCH CLUAP1 BCL7A OPHN1 GLIS3 THUMPD1 TTN PCBP2 VRK2 SLC26A8 RAB15 LNPK IGF1R PXN FAM13C SLC16A7 CYLD SPOP GMCL1 FOXM1 SCFD1 ERC2 METTL14 CACHD1 PIEZO2 PTGER4 HNRNPK BICD1 TC2N FAM126B C18orf21 PGAM5 ZNF532 LUZP1 ZNF239 FAM217B ARL4C ANKHD1 TTC30A PFKFB1 TNRC6B NFIB PRMT6 DLD PRR3 PRSS16 KCTD12 PERP RC3H1 PTER IGF2BP3 BCAT2 ATXN1 CNBP PDE2A CLEC4E EIF5A2 PCLO SCEL MYL1 VWA2 HLX VPS13A BRPF3 EHF MMP8 RNF169 TMPO RIMS3 MGAT4A A2ML1 SAR1A STARD3NL SCRG1 OAS1 ABCF1 MFSD14B AGTR2 SLC7A6 CXCR5 YWHAG TMED7-TICAM2 MAP2 TRIM45 PLD5 APBA1 ASB3 ADGRF5 ANKRA2 UBE2G1 ITCH RHOG TP53INP1 FAT3 KIF1B KMO TSPAN16 ZNF516 KCNS3 DCLK1 NFAT5 ANLN SSPN IRS1 TRIP11 CA12 PAFAH1B1 PPP3R2 RASSF8 DIXDC1 WDFY3 ZNF362 UBE2W HIF1AN SH3GLB1 MIER1 MORN4 CD96 LRRN2 USP31 SLC30A8 DEPDC4 DDX23 AKAIN1 SLMAP TICAM2 ZHX3 SLC4A8 ZNF236 TXNL4B CTNNA3 FAM210A IFFO2 ARHGEF12 STXBP6 LYRM9 ERBB4 ATP2B2 BUB3 C8orf34 SMAD2 ABCA9 FGFR1OP2 ADGRL1 ARID3A ZFYVE16 TAOK3 PCDH19 ZHX1 RPIA ARSB NTN4 CPQ ITGB8 ARL15 GRIA2 SOGA1 FOXJ2 FZD3 SYN2 SRGAP3 ENTPD7 DNAJC16 INTS6L WWTR1 GRAMD1C TTPAL PAN3 FRAT1 ZNF385B HSD17B12 PTPRJ GRID2IP NOTCH2NLA TMTC1 NDST3 BCL11B PCDHB16 DLG1 KIAA0753 MRFAP1L1 YTHDF2 CREBZF KAT2A PLD1 LHFPL6 PLEKHA8 COPS3 TRUB1 ATP6V1B2 STRBP TAF15 G3BP2 BHMT ABL2 ADH5 SERTM1 PODXL ITGA10 TCEAL5 GNRHR ATP2B4 C3orf80 PLXDC2 RUNX1T1 MEF2A SUSD5 FBXW11 EBF3 MARCHF8 PPP3R1 STMND1 ONECUT2 NSUN7 SRSF10 PNPO MGAT3 MMGT1 SNX18 SEL1L GOSR2 SEC22B KCNIP1 FLRT2 SLC16A9 LCLAT1 KDM5A RIC8B SMS CEP44 PHLPP1 NCKIPSD PLEK RSBN1 TFCP2L1 FRAS1 GFPT2 LURAP1L SRPRB PLA2G15 AAK1 PTBP2 GALNT1 INO80D UNC13A GK5 SNX12 PARD3 HDAC1 CYP24A1 SLC24A2 PTGFR IGSF3 ETAA1 RFX3 SCML2 ACSL6 FIGN PDS5B GRHPR GFM1 IGBP1 ZMAT3 CAPRIN1 CAMK1D NXPH2 POU2F1 CNTF CDK12 CDS1 USP12 ASIC1 TECRL LARP1 PAG1 MIR4766_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4766_5P BAG5 GUCY1B1 SIX4 AFF4 HLF DIP2B C12orf66 BIRC5 SNX16 GNE ZNF32 MARCHF6 MOCS2 WNK3 BCL10 TRAM1 C21orf91 ROBO1 SLC44A1 CGGBP1 KALRN NSL1 TUBGCP3 CHD9 ARL13B TNFSF8 KCNN2 AGBL3 BBX B3GALT1 C6orf62 RASA4 ETNK1 KAT2B ZBTB20 PRR9 AKAP11 CYP7A1 DPP4 MEMO1 ZNF195 STMN1 VEPH1 AMOT IFT81 KLHL14 TNKS2 ZNF26 RAD51AP1 CADM2 PDLIM3 CEP97 HCN1 MTMR7 MLLT10 GNPDA2 GPR1 ZNF236 RHOQ PRDM10 ATP6V0A2 USP33 GNAL ADAM12 GPBP1 ADD3 SUPT20H FAM126B PPM1G GAS7 PARPBP RPRD1A SYT14 ZMYND8 TAF9B RB1CC1 IFT20 GUCY1A2 PHF20L1 CYB5R3 CDK13 TMEM132D CDKL4 KLHL15 SLC18A1 ELF1 MAPK9 FSIP1 TNFAIP8 TRIM13 HSPH1 SLC4A4 SMAD4 TRIM14 NOL4 GTF2A1 SPRED1 ATXN1 SH3BGRL2 SLC1A3 ASB8 ACTN4 ZNF92 RFX3 ACVR2A GCOM1 AFF3 ADAMTSL1 PI15 ACADSB PLCXD3 UBIAD1 BRK1 RBMS3 CAVIN4 C8orf33 SPX CBX5 ZNF681 STXBP5 GATAD2B PAPLN SLC66A3 PKN2 FGFR2 SEH1L RUNDC3B HPGDS PLD5 JTB OPRK1 TMEM263 OCLN DNAI4 MOSPD1 TFB2M ZNF516 IRX1 PLEKHA1 ZNF460 SUN1 PPP4R2 RCN2 NFAT5 BOD1L1 EPB41L2 MBLAC2 ATXN7 GOT2 IDS PTAR1 SBF2 UTP25 ZNF322 AR RAB22A SLC30A4 HIF1AN CCNT1 MECP2 LRP8 ZDBF2 DHTKD1 CEP41 CYP4X1 PCDH7 SRRM1 MYO3B NNT XYLT1 L3MBTL3 MORC1 MCTP2 FAM221B SLC4A8 UNC5D SPICE1 TRANK1 FAM210A STMP1 ZNF626 ADAMTS17 SDHD BRWD1 GOLGB1 C14orf28 LRP2BP VGLL3 ING2 SCAF11 TAOK1 KIAA1841 TMEM237 KCNA7 GLYR1 GLI3 SASH1 SLFNL1 GID4 STOX2 TLN2 PIGV ZFP90 TEDDM1 GNB4 ZFP36L1 KCNJ10 DPPA2 RASAL2 MGAT4A C5orf22 CLOCK LRP6 ZBTB44 FAM98A FZD3 MTMR4 RELCH HMG20A ACTBL2 LRCH2 DCDC2 AUTS2 DOCK10 MAPK1IP1L CLGN SEMA3A BASP1 FTHL17 MYBL1 RBM25 WBP1L PAM TOP1 CHRNA4 SLCO6A1 TAF4 POLR2M OSTM1 TTPA EDNRA ZNF844 GLCCI1 HCAR3 PRPSAP1 DNAJB3 TLR5 ZBTB7C FBXL17 CEMIP GPR158 PHTF2 SOX6 NCOA2 STAM2 REPS2 RTF1 NCKAP5 SSR1 SNX27 BACE1 ARIH1 RBM4 AMMECR1 GRM1 CSTB RND3 CLVS2 SPTY2D1 LCORL LAMC1 ZDHHC21 PKHD1L1 NELL2 HOOK3 RFXAP MAP7D3 SH3PXD2A PDE4B PRR23C RTKN2 SV2C NSUN7 HCAR2 P2RY13 ZRANB1 ZNF142 IFIT2 NACC2 BMPR1A DPYS PCDHGA11 FAM102B NEDD9 SCUBE3 AAK1 ECT2L ZNF350 INO80D TMEM26 ARV1 LNX2 ARHGAP28 ZNF257 DDX20 FZD4 PHIP ADAMTS16 IMPACT NPAS2 FIGN CREBRF POU4F2 CDK12 SLC38A1 SBSPON SCAI ZBTB11 PRKACB SMG1 MEIOC KMT5B SLX4IP MIR515_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR515_5P CREB5 AFF4 LTBP1 CASP9 ARMC1 TMEM41B MBNL3 MARCHF6 ALG9 LDHC NR3C1 PHC3 PLEKHG7 PAX5 ZNF595 BCL9 QKI SGCZ FSHB TGFBR2 API5 RNF103-CHMP3 FRMD4B PAQR8 CDC42EP4 KCNH5 OGFRL1 UBASH3B GLRX ANKRD30A TENM1 FRS2 HSPA12A BIN3 GCNT2 ZBTB10 UBE2H PASK GPT2 ZNF639 FUT9 ITPRIP CADM2 GTF2E1 GNPDA2 DUSP3 SUMO2 GPR161 SLC4A7 GRIA1 ETV1 RAP2B DLGAP5 RMDN2 RPP14 ISL1 ZNF765 ZNF248 ITGA8 SCN8A FGFR2 SLC39A2 TC2N MPP1 SLC35A3 CACNA1A RFX8 MTF2 ZFAND4 ZNF559 CACNB3 DCLK3 EEF2KMT LPCAT1 AFF2 CASP10 ATP10B CAMKK1 G3BP2 FBN3 SEZ6L ABCC11 C6 NT5C2 NFIB RERE NAV2 TOP3A PLAAT5 CDH11 TRIM39 PRR3 ERCC6 MATR3 ZFYVE28 PROX1 FBXO45 PUM1 RAB8A POGK COPS8 TPM3 FOXE1 ZNF92 ZNF43 PI15 BORA BEND7 PHACTR2 LRRN2 STX6 CHSY1 CNOT6L ZNF681 VKORC1L1 CCDC186 SLTM CDK14 GATAD2B AP3S1 BAG1 ZNF420 YWHAG ADARB1 BMPR1B P4HA2 ZNHIT6 SEMA3E APLP2 SLC27A6 FAM135B RAB3IP RSL24D1 NOVA2 ZNF99 HIP1R ZNF705A DENND4A C7orf25 CLNK GOLGA7 UBE2B NRAS POU2F1 LRRC32 PDE3B UBE2Q2 MAPRE1 NAV1 DIXDC1 ZNF566 TMEM241 ILDR2 TAL2 ZNF528 PSMC4 COA5 EHMT1 ZNF691 GLIS3 NNT COL14A1 CERT1 KLF6 PLEKHA1 ZNF714 LIN7A SLC25A5 ARPP21 ME1 LONRF2 ITSN1 NXPE4 TENT4A TMEM45A IL6R CREBL2 LCOR CSRNP1 CPEB2 PTPRB GNA12 SPOPL PPP2R2A MADCAM1 GNB4 RNF144B TCEA3 KCND2 NR1D2 ITGB8 LMOD1 CLOCK NDUFAF5 MIB1 WIPF2 EBF4 OSTC OTUD1 SPECC1 CCDC141 PLAGL2 CDH26 LPGAT1 MLXIP ELK4 TIPRL CLIC6 SRD5A3 SUDS3 TMEM164 HOXC10 XPR1 AGPAT3 ST8SIA1 PLCL2 BMS1 POLR2D CCDC198 CCN1 TNFAIP8L1 RGS17 SH3TC2 RBM43 CREBZF USH2A METTL9 ELAVL2 CCDC43 CHMP3 CEMIP2 RANBP3L UBE2K RTF1 EDN3 NIF3L1 SLITRK5 MCCC1 FURIN MTHFD1L DTD1 ZFY NYNRIN ZNF680 TSC22D1 ASPH SMARCD1 CA4 ATAD2B ZNF365 NAF1 SLC5A12 NOTCH2 EBF3 VEZF1 LRRC10B SLC9A2 ULK2 ZNF138 IWS1 THSD7B FAM199X IL6 LRRC28 RAB9A KCNA4 ZNF28 RSBN1 ZNF773 TFCP2L1 FAM102B ZNF552 BMP8B NPY1R MAGEA11 HEY2 HS3ST3B1 NEXMIF MSTN MARCKS VCPIP1 ZCCHC9 DYM CAB39 PTPRM PDGFRA SPEN ZFYVE21 UBXN4 AJAP1 ACVR2B CLCF1 TMPRSS11E AUTS2 WNT3 CSNK1G1 PIKFYVE DOCK3 LPCAT3 ITPKB EPN2 NEK9 ZNF207 RASSF3 MIR8054 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8054 WDR11 ADAM22 PTPRM GOLT1B P4HB ZNF281 MARCHF6 NEDD4L WNK3 DNAJB4 SUMO1 BCL10 RSRC2 MIER3 ANKRD11 SPCS2 LGI1 CD109 A1CF P2RY10 NAPB GLIPR2 ARHGEF38 BBX CTNND1 DSCC1 PTBP3 MAP3K7CL GRIP1 TGFBR1 LY75 MTF1 SEMA6D DSP GPATCH11 ENC1 ELAVL4 APPBP2 SLC35A1 FNIP2 DDX5 TLX3 SINHCAF PDZD8 ZNF26 PNN CCNY FAM13C NCAPG2 CBLB ABCC4 FMR1 ZNF611 CARF RHOQ ABHD3 PTPN12 SLC9A6 NFE2L2 BICD1 STXBP5 STEAP2 YWHAZ ANGPTL5 CDK19 LMBR1 KLHL13 RNF111 MED6 SRSF6 GUCY1A2 MEX3D UBE2A SNTB1 CEP120 ANXA2 SMOC2 WDR77 KLF8 SH2D1A TMEM156 FKBP7 ARID4B KCTD18 ZBTB44 ZDHHC17 IGF2BP3 TAF12 PRELID1 KLHL28 HTR2C NCKAP1 GJB7 ANKRD22 PLEKHG1 EIF5A2 SERTAD2 GPM6A TANC1 PI4K2B CUL4A ZNF493 ZNF486 YWHAQ VPS4B ANKDD1B CXADR HS2ST1 FUBP1 PREX2 FNDC3B CD47 PKN2 LCORL KLHL3 VPS26C RAB11A WNT5A RUNX2 ORC3 CD55 THSD7A MID2 RASGRP1 OPRK1 SS18 ATXN1L CCSER2 RBM18 GDA NFAT5 GOPC GPATCH2L UBE2B NUP153 ZNF600 TRIP11 POU2F1 PTAR1 SLC5A3 AR ADAMTS6 TRIM43 CD164 AFG3L2 KLF10 KCNK2 IGFL1 BCLAF3 PPP6C CYP1B1 WWP2 SCARB2 SKIL TBCA LRP12 MLH3 TCP1 PDK1 C5orf24 PPHLN1 ITGAV OCIAD2 NEGR1 CEP350 RAB6B WWP1 RRM2B TNC BRD1 YTHDF1 TENT4B PPP3CB FAM120A DMRT2 PDE1A TRIM43B MFSD14A PPP3CA POGLUT2 CNTN1 ZEB2 RAB9B GULP1 REEP3 IL23A ACAT2 MGAT4A SATB2 FAM126A NCOR1 SAR1B FAM168B DMXL2 CSNK1D DAP TOP2A TTC17 MYBL1 SPON1 CELF5 CNN3 MAP9 IVNS1ABP TMEM100 RAP1A C1D PDZRN3 ST8SIA1 NECTIN1 TM9SF3 NR1I2 IKZF5 BNIP3 PROSER1 TMEM229A MAP3K2 MYCN BEND4 SPTLC2 SERPINB3 ZNF711 GSPT2 PTMA LPCAT2 TCEAL8 GOLPH3 NOTCH1 PRR23A EFNA5 REPS2 SPDL1 EIF2AK3 CPNE4 UGT2B17 DDIAS MAP4K5 KITLG GMNC CCNL1 TP53TG3C OTUD4 FMNL2 CACNA2D3 LRP2 ZIC1 ZNF680 TADA1 FBXO43 RNF148 RUFY3 SLC24A3 UCK2 MTCP1 MEF2A FEM1C MEX3B CDK6 RNF138 TBC1D3B ITGA9 CISD2 VEZF1 AP1G1 LSM8 CPNE2 ZNF789 MEF2C SERINC5 TAB3 MCOLN3 HDAC4 PSPH FAM214A ERICH2 BPNT2 GSTM2 MSN AAK1 ROBO1 KMT5B RPGR NPAP1 ATRX EPC1 CNTN5 HECA SOS2 KRAS ZBTB41 PAXIP1 MMUT SCML2 SAMD8 FIGN PDS5B SORBS2 KAT6A TWF1 C5orf15 PDZRN4 SH3RF3 HYOU1 LIN7C ADAMTS1 SMG1 ZNF800 MIR4668_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4668_3P SIKE1 HLF ATF1 ZNF148 UBN2 PTPRR GGACT TRIOBP FBXO3 MEI4 KLF11 SPATS2L RPS6KB1 MIER3 BCL9 GPATCH8 HINT3 ROBO2 RUNX1T1 ARL13B TCF4 REV1 SGK1 SPOCK3 CADM1 COX18 VASH2 DEUP1 SLC7A8 JPH3 SLC35A3 RBMS1 ATE1 ELAVL4 PTPRD FAM91A1 TBPL1 USP38 CPEB2 FUT9 TRERF1 ATAD2 FAM13C SLC16A7 OVOL2 WDR47 SPACA9 BICDL1 FMR1 BRAF GPM6B SLC6A2 MSANTD2 ISL1 SEM1 GFI1 SIN3A SCN8A C2CD5 ASGR1 MDM1 TC2N FAM126B ORC4 STXBP5 STEAP2 PDE4D CDK19 USP13 KAT6B DAZAP2 ZNF664 MKLN1 USP47 AFF2 EDEM3 ATP1A1 ZFY CUL5 PPFIBP1 LARP4 ESD C4orf19 IRF6 DNMT1 RAD9B SLC16A6 EPM2AIP1 ANKS1B PTGES3 SRPK2 ERCC6 RC3H1 CTDSPL2 TAF12 EPC2 KLHL28 HTR2C PPP1R15B PRTG EFHB EIF5A2 CHIC1 KLHL4 AKAP7 XRN1 SPRTN CEP135 RNF169 FBXO33 MRC1 FBXO8 ZZZ3 CBX5 ZFHX3 TUT7 CCDC186 MFAP3 BEND3 RBM23 QSOX2 FNDC3B SHOC2 PLEKHM3 MEF2A TCEAL8 C11orf95 S100PBP PIK3CA TM9SF2 STK38 FAM160A1 HACD4 KLHL31 RANBP2 EIF5B C2CD2 ETS2 LYSMD3 VPS36 PPM1E AHCYL1 PAFAH1B1 ATP8A1 OSBPL6 UBE2Q2 CPS1 ODC1 ANOS1 WDFY3 TMX4 ING3 CPED1 FZD7 PRKCA RPRD1A SPIN4 SKIL PCDH7 DCDC2 ADNP2 MYLK3 TRIM5 TNPO1 CNNM3 ZNF454 ZCCHC2 PPP1CB MSI2 ADRA2A PITPNB UNC5D NXPE3 ZNF143 EXOC6 PKHD1 CAND1 SCAMP1 ADGRL3 SP4 SLC39A5 AP1AR FGD4 OSTF1 ZC3H12C RALGPS2 ARFGEF1 ANK3 NR1D2 MGAT4A CDK4 PELI2 MBTD1 CLOCK PNP TMCC1 RNF180 VMA21 PTPN2 TRIM25 PKD2L2 PAK5 MINDY2 RPS6KA2 PAN3 MZT1 C15orf32 CELF1 FRAT1 FAM83B HECTD2 TM9SF3 TAC3 UBR2 NOTCH2 OSTM1 FAM20B ABCE1 ACBD3 NPHP3 FAM3C PPDPFL ERRFI1 CDH2 SOX5 CEMIP2 ZC3H7A REPS2 MTPN TENM3 STRBP KITLG TRPC1 SLC9A9 EXTL3 AHCTF1 CLVS2 GOLGA1 ZDHHC21 ATAD2B POU3F1 BLOC1S4 RNF38 EOMES LIMK2 KHDRBS2 ONECUT2 HSF1 HLTF TOX YWHAE BTBD7 HSF5 SLC16A9 RAPH1 ZBTB8B LOX RAB8B NFIA RAB9A CACNB4 DYRK2 NR2C1 SNX25 ZHX2 PFKFB2 KMT2A DENR AAK1 RAD51AP2 NIPSNAP3B NUP160 SLC7A11 UHRF2 NFIB PYGO1 INO80D MPRIP MBNL1 CLINT1 TRIM66 FAM81A NFYB TVP23C HECA SLITRK1 PTPN4 FAM171A1 PHIP TXNRD1 H2AZ1 SLAIN2 NAP1L5 ZSCAN2 DDB1 SMIM13 LYRM7 SEC24A TNFSF12 PPFIA1 GSK3A PGM3 UBP1 MIR543 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR543 UNKL SLC25A21 VBP1 GOLGA6L9 DMXL2 NPM1 MACIR CSRP3 SRSF7 ITPR2 ZNF74 WNK3 ANKRD13C BIRC6 VIP ZNF419 NR3C1 C21orf91 PEAK1 CGGBP1 QKI ZNF345 WASF1 ZDHHC3 PIAS1 CACNB4 SAMD5 DCP1A B3GALT1 GALNT3 ZNF367 HIGD2A PKD2 TBC1D1 CCDC117 TCERG1 ST6GALNAC3 HSPA12A THUMPD1 AQP4 FOXP2 DHX15 LZTFL1 KCNMA1 C19orf12 TAX1BP1 ACVR1C CADM2 CYP26B1 CEP97 CREB1 CBLL1 KIN PLA2G4A OPRM1 GABRA1 GAPVD1 PER3 MTX2 DPY19L3 ARHGEF26 GPBP1 METAP1 METAP2 VPS13B OSBPL3 MTF2 RABGEF1 ZFAND4 MIA2 RORA OSBPL2 IFT80 RNF7 MTARC2 SS18L1 CTTNBP2NL GOLGA8H EEA1 PPP2R2C IQCJ-SCHIP1 KCNQ5 CALHM4 ING1 SLC16A6 AHCTF1 C2orf69 DCLK1 DACH1 COLEC10 LRRN1 GOLGA8A TMF1 GOLGA8R EIF1 CTDSPL KIF3A ARHGEF3 FAM133B UFD1 PRTG ZBTB43 TBC1D9 GHITM RBM46 AKAP7 OSBPL8 CASK FAM13B ATP1B1 RASSF10 IFT74 TRMT9B GRM8 GOLGA6L4 CTSC LPP PSIP1 PREX2 RP2 ZNF704 RAB11A EPS8 RAB30 CYB5R4 NAALADL2 CHML PSG9 LY75-CD302 SLC38A4 ATP10A TRPM7 AMER2 MTMR12 CREG2 ALDH9A1 ZFHX4 HS3ST3A1 FAM160A1 NWD2 DYNC1LI2 GDA RBM26 ZNF280D LIFR SIPA1L1 GATM MDFIC PPP4R2 ADGRB3 DOP1B TEX2 NFAT5 ARL5A RNF13 CCDC28A-AS1 WNT16 ADAM9 HOOK1 UBE2W ZZZ3 ING5 SH3GLB1 FGF12 ELOVL2 C5AR1 PPA1 FKBP4 NADK2 TNPO1 KLHL5 GABRB2 TESMIN GOLGA8N MSI2 TNFSF11 KLF6 PLAG1 GOLGA8B MTCL1 EYA1 ZNF597 GPCPD1 SEL1L SERPINI1 ZNF131 AKAP6 YTHDC1 SLC12A5 GID4 HGF ID4 LMO1 NR1D2 ITGB8 RASAL2 PRKG1 CD302 LRATD2 PDE5A FAM160A2 LRRC8D PCSK5 ZNF566 PCSK1 EIF4A2 OTUD1 CCDC141 KCNC2 PPP4R3B DLX1 COX11 BACH2 REPS2 MAPK1 TXK FASTKD1 PAK5 RUFY2 MRPL13 GOLGA8Q MATR3 IRF5 CCDC88C SELENOT SNX18 GRIK2 CDH8 ANO5 IKZF5 TWIST1 SCG2 HIPK2 MFSD2A CNTNAP3 GBP1 GOLGA8T DHRS9 AKAP5 ZNF711 SH3TC2 FIGN ZBTB34 BRD1 CDH2 KCNA1 MANEA RNF6 FAM102A HEG1 LRRC58 PLEKHA8 RBM47 STRBP NANP FMNL2 SLC10A7 ABHD13 MRPS14 SPTY2D1 GOLGA8J RPE65 TMEM252 PLXDC2 TRIM23 ACYP1 SIX2 SIRT1 PDAP1 NMT2 PF4V1 PPP3R1 ONECUT2 GOLGA6L10 ZNF720 C15orf48 YBX3 UBA2 E2F7 LINC02693 EREG SLC39A12 FRYL ANKRD50 FBXO34 BAZ2B MEGF10 KDM5A MSR1 BMP2K COPS2 CCDC112 CD163 ARNT2 SLC7A11 CCAR1 HEY2 GOLGA8M AVPR1A SORD GK5 CNTNAP3B SNAPC3 MTA1 HECA JMY FZD4 PTPN4 PHIP ATG5 STT3B BCL6B KLHDC10 CREBRF C16orf95 RABL3 KAT6A TMEM263 DMRT3 L3MBTL4 MRPS18C CLOCK FAM117A MCTP2 WASL TCF7L2 TTBK1 TXLNA GTSE1 PDZD11 IL1A AC055839.2 MIR670_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR670_3P MPV17L CHURC1 SYNPO2 CCNB2 BTBD11 ASF1A PRAME TMOD2 CDC7 MLEC PHC3 C21orf91 ZNF746 KDM6B RELB ENAH PLA2G12B JADE1 ANKRD7 CCR7 GABRA5 GRIA1 LZIC CDC42EP4 KAT2B DDX54 JAG1 BCOR ZNF326 NCOA1 PACSIN2 PHTF2 TENM1 FAM122C ITM2B IL17RD KLHL32 TBPL1 SLC25A25 GUCY1A1 KCNMA1 C14orf132 CCPG1 CADM2 PDLIM3 ZNF507 SMYD1 HMGXB4 GPR161 CREB1 URM1 NRG3 METTL14 ENPP2 XIRP2 LRRFIP1 DONSON ANKRD17 LIN54 ASTN1 RTN4 TLK2 ORC4 GNA11 OSBPL11 PKP4 MPST SPRY3 EVI2A MUC19 DCUN1D5 FRMD3 HHAT NUAK1 CNPY1 ATP2A2 RBM41 CXCL12 CREBBP ZMAT1 TNFSF10 TXNDC9 NUP50 KNSTRN GSPT1 FADS1 AMACR ACTR3 CDK8 AEBP2 ALCAM SMC6 PRTG KDM2A IGF2BP2 CHIC1 SLA IGSF3 XRN1 C1GALT1 C3orf70 DCUN1D3 ARHGAP24 SAXO1 PSTPIP2 FIBIN TUT7 SUCO PEX1 RAP1A GTF2H3 SLC16A1 PHEX RBM15 FAM168A CXADR ELOVL4 TET2 KIAA1958 PSIP1 CCT4 RABL2B C9orf85 SYPL2 MAST4 TMPRSS13 CDC14A SYCP2 PLEKHM3 WNT5A SDHD CCDC50 TRPM7 TMEM263 ST8SIA4 SESN3 THG1L FSHR ZNF280D DENND4A ZFP1 STRAP SYNPO PIGA GDE1 ABCB10 SEC63 CD44 VPS13D HOOK1 RSPRY1 SIGLEC6 POLR1D IP6K1 PPP1R3C YWHAB PCNT SKIL C5AR1 ADORA2A HYDIN USP9X SKAP1 ADAMTS5 UBE2J1 SRPX2 RPS6KA5 PREB PIGB BRINP1 NCK1 PCNX1 PEX2 AIFM2 SERPINB12 SENP6 PTPRB ZKSCAN1 TAS2R13 BTBD7 BBS5 ATP8B2 RAB33B CLOCK MIB1 TAF1A TPGS2 EIF4A2 RGS8 SIX1 NBEA PSMC2 HMG20A ARL14 MINDY2 PSMD1 SLFN14 TMEM164 ESM1 NECTIN3 MTMR1 CPD HECTD2 NSRP1 DRICH1 CHD2 UBE2Z ANKRD33B ZNF606 VTI1A CMPK2 TMEM221 MAGI1 NF1 DPH6 HOXA9 OMA1 NOL7 CYP20A1 MRPL35 NXPH1 YIPF6 YTHDF2 KCNK1 SMARCAD1 MANEA MED8 FASLG PCDH17 UHRF1BP1 RBMS3 SCN9A MAP4K5 ID1 IGFBP5 GPR180 LDLRAP1 LRP2 TBK1 KIAA0930 USF3 PTPRT LCORL FOXD2 HOOK3 OPRM1 RUNDC3B KSR2 EBF3 UBE4A RAB21 DNAJA2 KHDRBS2 HTR1B MED13 ZNF684 THSD7B CHST3 MCOLN3 EDN2 CTBP2 AGBL5 NFIA NPTN ADCY7 ZNF835 AAK1 GTF2B F13B VIRMA ARHGEF33 TNKS INO80D MBNL1 ARHGAP11A SREK1 CARNMT1 SYS1 NEXMIF CLMN MYEOV VASP FBN2 CREBRF ADGRL3 CACUL1 VWC2 EIF4A1 CCNY ADAMTS1 USP34 MLANA PIKFYVE CAB39 ZNF800 PAG1 MIR4762_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4762_3P PXK BAG5 LFNG TRMT1L SLC30A6 TCF12 TMEM159 CBX3 AL008729.1 BMT2 ERBIN SATB1 MARCHF6 B3GAT1 SDR42E1 BDNF MAPK8 NR3C1 TRIQK ROBO1 TMEM267 SIDT1 STAT1 PRUNE2 LRCH2 NRG2 ARPC5 PTBP3 PCDH11Y MTF1 ERICH1 ZBTB20 ZNF480 U2SURP ZNF546 CNOT7 PTPRD CRIPT C9orf72 CDV3 KLHDC8A FUT9 PGRMC1 FAM122B KCNN3 SLC16A7 RBM41 UBXN2B SERPINB7 TRIM33 ZNF765 TNFRSF21 ZFX C2orf83 GABPB1 UNC5CL MASTL SMG7 B3GLCT STXBP5 TMEM47 AGO1 SGIP1 COL3A1 FZD1 MOB3B RB1CC1 DBT IFT20 PHF20L1 OLFM3 RGS18 BROX KIF1B UNC80 EPHA5 AGPS WDR77 MAGED1 DIPK2A MEIS2 ZNF716 HEXIM1 AHCTF1 MBD5 TNFAIP8 MATR3 ZDHHC17 RC3H1 DDX6 DIO1 GLRA4 PI4K2A ZFP28 RAB3C EIF5A2 TAF1 MYOCD POTEJ LHFPL3 EHF IKZF2 BHLHE22 PRPF38A GORAB DDI2 JMJD1C MTOR TAS2R20 ANKRD49 ZNF34 R3HCC1L VPS26C KCNJ16 ASAH1 ITCH FABP2 ST8SIA4 CLEC3A PTK2 ATL3 NFAT5 FREM2 CPEB4 PARP15 CA12 STAG2 ATL2 RGS13 SH3GLB1 CXCL9 ZNF302 DENND1B PDE8B TBCA PCSK1 FGD6 TRHDE SHC4 INSR ATP13A3 POLR3F CAPZA2 FAM216B NPAS3 DNAJC25 UNC5D IHO1 MAP3K20 TSPAN12 GALNT7 SLC35C1 DCAF4L2 TMEM135 FAM120A L1CAM SRBD1 FAM20A PRMT2 CCR6 MEGF11 SPOPL ZFP36L1 MRPL42 KCND2 ARHGAP21 CLOCK PRKAA2 EIF4A2 ITGA6 SLC32A1 SLITRK4 CAPS2 PPP4R3B BAG3 TSEN15 CCDC34 CAVIN2 NAIP RBM25 SLC24A2 MAP9 GFPT1 MZT1 SELENOT PHF12 ZDHHC2 SHROOM3 SYNJ1 ABCD4 PHF14 NABP1 TBX18 MINAR1 KCNK1 FER CNOT9 KNG1 TRDN SFXN5 TMEM196 MIGA1 DIS3L2 STAM2 FBXL5 DUSP10 KCNMB4 CACNA2D3 NEUROD1 IPO8 N6AMT1 ZNF705E FAM78B ADGRF1 MED13L SVIL GOLIM4 SOCS4 RTKN2 SV2C HAUS2 PROK2 CPSF6 GDPD1 GLS GNPDA1 FAM199X ZNF24 SLC25A15 WWC2 SMARCC1 RPS6KA3 AAK1 UNC13C CLEC1A RBM20 UHRF2 NYAP2 PARVA IKZF3 POTEE SHE SNTB2 GK5 PIGR CMTM6 GTF2A1 STRN IFT43 LPGAT1 ZBTB41 HSD17B11 MOB1B ZFP1 FABP7 TRPC5 LANCL2 NUFIP2 CREBRF RBFOX2 RNF168 UBXN4 ARID2 PABPC4L TMEM215 SCAI POU2F1 CEP57L1 ASB7 KPNA4 NHSL1 TMEM167A SMG1 SYAP1 SYT10 ZNF675 TIMM8A USP12 ZNF208 LET_7B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7B_5P TNFSF9 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 HAND1 DMD TSEN34 OSMR SLC16A9 GOLT1B FNIP2 PEX11B COL1A2 PDPR USP44 FZD3 NME6 PTAFR PLAGL2 CERT1 RSPO2 LPGAT1 ENTPD7 BZW1 DHX57 XRN1 NME4 SCN11A CPA4 MMS22L SLC5A9 DUSP1 KDM3A ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 MTDH FRMD4B ABCC5 FIGNL2 DCAF15 DDX19A DVL3 CPEB3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B RUFY3 ZBP1 DCUN1D2 SRD5A3 NIPAL4 IGF1R CCND2 TTLL4 E2F5 CD59 DDTL PTPRD ITGB3 DTX2 MAP4K3 BIN3 THOC2 ABT1 ZNF280B PDE12 SALL3 POLL GPATCH2 PGRMC1 HECTD2 ZCCHC9 UTRN CERCAM SLC25A27 SNX16 RAB11FIP4 ACVR1C NR6A1 HDX FAXC TET3 SENP2 YPEL2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL C18orf21 ACER2 KLF8 KCTD17 DDX19B GDF6 PCGF3 C20orf194 LINGO1 PARPBP SCD FAM214B YOD1 IGDCC3 IGF2BP1 IRS2 ZNF583 MFSD4A ACTA1 SLC38A9 NPHP3 FIGN ZNF322 OPA3 SUB1 COL3A1 PARP8 DIP2A GAS7 ASAP1 BEGAIN UGCG ERCC4 TAF9B EEA1 SMARCAD1 EDEM3 GFM2 HDLBP NHLRC3 MDM4 POLR3D CEMIP2 EFHD2 CEP120 C15orf39 IGDCC4 IGF2BP2 BACH1 FASLG ATP2A2 DPP6 STIMATE CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 FNIP1 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 PLPP6 CLDN16 GTF2I ARHGEF38 PBX1 RNF165 STRBP IGF2BP3 MRS2 POGLUT1 B3GNT7 USP38 MAP3K1 USP24 ZNF644 ELF4 ABL2 ATP8B4 SLC22A23 PPP1R15B NYNRIN SLC10A7 PRTG PLA2G3 TRIM71 COL4A6 SCN4B ACVR2A ARG2 C19orf47 NAP1L1 STK40 SKIL B4GAT1 CEP135 STX3 PLXND1 ADRB2 GJC1 IKZF2 CD164 EEF2K LRIG2 GNG5 PLPP5 CCNJ VAV3 GALC MED8 DDI2 SLC20A1 GYG2 ZNF689 CLDN12 HIP1 AMT STARD3NL DLC1 CCL7 RDX ESR2 TMPRSS2 CRTAM COL5A2 GAN SLC2A12 HOXA1 ERO1A SNX30 DPH3 CNOT6L TMEM65 SPRYD4 LIPT2 PEG10 ATL2 SOCS4 DNAJC1 FNDC3B DNAJA2 SALL4 STARD9 ZNF710 ONECUT2 SMC1A PIK3IP1 SMIM3 IQCB1 KIAA0930 SLC31A2 NEK3 ARID3B ADAMTS15 FAM104A GABBR2 RASGRP1 MEF2C HAS2 ANKRA2 CDC34 KCNJ11 AGO4 GPR26 AGAP1 ZBTB8B SLC5A6 RAB8B KLHL31 RANBP2 ZNF516 EDN1 HIC2 OSBPL3 LIN28A SLF2 TMC7 FAM122A GATM PDP2 FNDC3A ZNF275 FRAS1 NPEPL1 TRIM67 APBB3 SENP5 EPHA4 NRAS CDC25A LIPH COL4A1 SESTD1 ARL5A KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 TMOD2 UHRF2 VIRMA GALNT1 HOOK1 ADAMTS8 HIF1AN SIGLEC14 BSN TECPR2 PBX2 NGF SEMA4G ABCB9 ARHGAP28 LBR MAPK6 FGD6 RNF20 CARNMT1 GNPTAB AEN ZNF512B PLEKHG6 INSR GCNT4 ELP1 SEMA4C FZD4 XKR8 GALNT2 XYLT1 KIAA1958 MEIS2 PXDN SRGAP1 FAM135A FGF11 ACSL6 MBD2 POGZ TRANK1 PRPF38B COL27A1 WDR37 E2F6 MAP3K9 KCNC2 FAM189A1 C14orf28 RALB RBFOX2 MAPK8 PALD1 GPCPD1 RICTOR KLF9 SLC35D2 LIMD2 CDKN1A SIGLEC5 DUSP22 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 AMOT ARID3A TMEM234 ZNF784 CPEB2 PCDH19 GRPEL2 TMEM167A PRLR CHD4 IMPG2 E2F2 DTX4 PRSS22 C5orf51 CNTRL PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 MIR577 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR577 TFPI2 NUDT15 CREB5 SIKE1 DIP2B ZNF280D NEK1 SHMT2 TMOD2 MRPS18C SAMHD1 LACTB2 PHC3 PCDH20 ZNF101 CCDC125 PCMTD1 KLF12 SLC13A1 TNFSF8 SOWAHA MCHR2 TMEM61 ZDHHC15 GALNT3 ETNK1 LMO3 MRO RHOA GSE1 MTF1 F2R MRPL19 DAZ4 ZNF546 RBM12 UGT3A1 AQP4 HAUS6 PGRMC1 TNKS2 GPR65 MLLT11 SERTAD3 SPDYE3 SPDYE6 HCFC2 CREB1 ERC2 KCNJ13 GXYLT1 CYBRD1 LYPD6 EFHC2 CMTM7 DGKI IGF2BP1 SIMC1 CSRNP2 FAM107B PCDHB11 PAPOLA FZD1 TAGAP NRXN1 IRAK1BP1 EEA1 GUCY1A2 SPAG9 NEK11 BPTF CDK13 RBFOX1 TTC30A USP25 EPHA5 TENM1 DIPK2A LRRFIP2 TXLNG EPM2AIP1 DPP10 SHROOM2 CCDC39 DACH1 ZNF655 UXS1 C18orf54 CTDSPL2 PLXDC1 PRDM12 CHFR DNAJB9 FAM135A PRTG HPSE ZBTB43 CLDN1 RDX APLN PCLO CCPG1 SP3 FAM122C LHFPL3 SKP2 LIG4 TMEM98 IKZF2 CASD1 ADAMTSL3 SDC2 CCR2 TVP23C HEBP2 SETD5 ZYG11A ZFHX3 HOXA1 EPDR1 RBP4 CTSC LRP12 ZNF235 RNF217 MYNN KLHL2 SYCP2 PIWIL1 CYB5R4 ING1 TMEM53 AMER2 DAZ3 SLC27A6 RAB3IP GIN1 PUM2 TASOR EXTL2 DAZ1 MRPL33 VDAC1 GRIN2A SMURF2 IGSF11 GKN2 TCFL5 NEIL2 ZNF334 SKI STAG2 FRMPD4 UGT2A3 EMC1 GRIK4 USP6NL PCSK5 NEK6 CCNE2 SLC30A8 N4BP2L2 TRHDE ZC2HC1A SGCD ANTXR2 EPC1 PEX13 PPP1R3B SLC2A14 CDKL3 PTF1A DCX KRTAP4-4 SSBP2 RNF149 IFNA1 PLEKHA1 DAZ2 PELI1 KRTAP1-5 SP4 MRPS10 DENND2A SPIN3 OSR2 PCNX1 LSM14A AIP CCR6 ODF2L UMAD1 CREBL2 LARP6 TLN2 TFAP2A ZMIZ1 SRSF1 KCNJ10 SPDYE1 SERPINB9 ITGB8 ARL15 KPNA1 CRHR1 PRKAA2 FAM120C CLIC4 RORA TULP4 NCKAP5 UNKL KLF4 DNAJC16 PARS2 MINDY2 IGF1R STYK1 FKBP1A GFPT1 PATE3 HAT1 IPMK RTN4RL2 TM9SF3 PCDHB10 HDX TXNDC8 CALCRL SEMA5A POLH ARHGAP42 ZNF711 GRIA4 GOLPH3 CFAP20 SLIT3 DNAJB11 DNAJC21 AHR PLCL1 RANBP3L TESC ZFPM2 TAF7L FUT11 CCDC82 RBMS3 BTAF1 SCN9A FAM71F1 SYT16 KITLG B3GALNT2 BAZ2A TRPC1 ZEB2 SLC10A7 S100Z CDRT1 GLB1L3 HNRNPU VGLL3 SPTBN1 HOOK3 ADRA1A PGGT1B FOXK1 JAGN1 CISD2 BLZF1 BRWD3 ULK2 MMGT1 HP1BP3 JCAD AP000708.1 SLU7 DENND1B KCNA4 ZMPSTE24 GRM7 PARP1 RSBN1 FBXO36 VPS13C CDK19 CAV1 MAFF SH3GL2 RPS6KA3 DENND6A BHLHE40 FGG SLC7A11 C5 BMPR2 INO80D CYP2J2 CLMN KLHL24 PPM1H LRRTM3 SLC22A24 PXDC1 ESCO1 ZCCHC10 SPDYE5 WEE2 ADAMTS3 RLIM NDUFB4 CNOT11 ZBTB4 AGK SOX9 PAWR TFAP2B PPP6C ZSCAN2 PPTC7 CD44 ZMAT3 ARID2 KAT6A UBR2 SDK1 PABPC4L TBC1D8B ZNF827 ZBTB11 ADSS2 SALL4 TMEM167A SCRT2 ZNF776 EIF2AK4 LET_7A_5P_LET_7C_5P_LET_7E_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7A_5P_LET_7C_5P_LET_7E_5P TNFSF9 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 HAND1 DMD TSEN34 OSMR SLC16A9 GOLT1B FNIP2 PEX11B COL1A2 PDPR USP44 FZD3 NME6 PTAFR PLAGL2 CERT1 RSPO2 LPGAT1 ENTPD7 BZW1 DHX57 XRN1 NME4 SCN11A CPA4 MMS22L SLC5A9 DUSP1 KDM3A ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 MTDH FRMD4B ABCC5 FIGNL2 DCAF15 DDX19A DVL3 CPEB3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B RUFY3 ZBP1 DCUN1D2 SRD5A3 NIPAL4 IGF1R CCND2 TTLL4 E2F5 CD59 DDTL PTPRD ITGB3 DTX2 MAP4K3 BIN3 THOC2 ABT1 ZNF280B PDE12 SALL3 POLL GPATCH2 PGRMC1 HECTD2 ZCCHC9 UTRN CERCAM SLC25A27 SNX16 RAB11FIP4 ACVR1C NR6A1 HDX FAXC TET3 SENP2 YPEL2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL C18orf21 ACER2 KLF8 KCTD17 DDX19B GDF6 PCGF3 C20orf194 LINGO1 PARPBP SCD FAM214B YOD1 IGDCC3 IGF2BP1 IRS2 ZNF583 MFSD4A ACTA1 SLC38A9 NPHP3 FIGN ZNF322 OPA3 SUB1 COL3A1 PARP8 DIP2A GAS7 ASAP1 BEGAIN UGCG ERCC4 TAF9B EEA1 SMARCAD1 EDEM3 GFM2 HDLBP NHLRC3 MDM4 POLR3D CEMIP2 EFHD2 CEP120 C15orf39 IGDCC4 IGF2BP2 BACH1 FASLG ATP2A2 DPP6 STIMATE CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 FNIP1 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 PLPP6 CLDN16 GTF2I ARHGEF38 PBX1 RNF165 STRBP IGF2BP3 MRS2 POGLUT1 B3GNT7 USP38 MAP3K1 USP24 ZNF644 ELF4 ABL2 ATP8B4 SLC22A23 PPP1R15B NYNRIN SLC10A7 PRTG PLA2G3 TRIM71 COL4A6 SCN4B ACVR2A ARG2 C19orf47 NAP1L1 STK40 SKIL B4GAT1 CEP135 STX3 PLXND1 ADRB2 GJC1 IKZF2 CD164 EEF2K LRIG2 GNG5 PLPP5 CCNJ VAV3 GALC MED8 DDI2 SLC20A1 GYG2 ZNF689 CLDN12 HIP1 AMT STARD3NL DLC1 CCL7 RDX ESR2 TMPRSS2 CRTAM COL5A2 GAN SLC2A12 HOXA1 ERO1A SNX30 DPH3 CNOT6L TMEM65 SPRYD4 LIPT2 PEG10 ATL2 SOCS4 DNAJC1 FNDC3B DNAJA2 SALL4 STARD9 ZNF710 ONECUT2 SMC1A PIK3IP1 SMIM3 IQCB1 KIAA0930 SLC31A2 NEK3 ARID3B ADAMTS15 FAM104A GABBR2 RASGRP1 MEF2C HAS2 ANKRA2 CDC34 KCNJ11 AGO4 GPR26 AGAP1 ZBTB8B SLC5A6 RAB8B KLHL31 RANBP2 ZNF516 EDN1 HIC2 OSBPL3 LIN28A SLF2 TMC7 FAM122A GATM FNDC3A ZNF275 FRAS1 NPEPL1 TRIM67 APBB3 SENP5 EPHA4 NRAS CDC25A LIPH COL4A1 SESTD1 ARL5A KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 TMOD2 UHRF2 VIRMA GALNT1 HOOK1 ADAMTS8 HIF1AN SIGLEC14 BSN TECPR2 PBX2 NGF SEMA4G ABCB9 ARHGAP28 LBR MAPK6 FGD6 RNF20 CARNMT1 GNPTAB AEN ZNF512B PLEKHG6 INSR GCNT4 ELP1 SEMA4C FZD4 XKR8 GALNT2 XYLT1 KIAA1958 MEIS2 PXDN SRGAP1 FAM135A FGF11 ACSL6 MBD2 POGZ TRANK1 PRPF38B COL27A1 WDR37 E2F6 MAP3K9 KCNC2 FAM189A1 C14orf28 RALB RBFOX2 MAPK8 PALD1 GPCPD1 RICTOR KLF9 SLC35D2 LIMD2 CDKN1A SIGLEC5 DUSP22 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 AMOT ARID3A TMEM234 ZNF784 CPEB2 PCDH19 TMEM167A PRLR CHD4 IMPG2 E2F2 DTX4 PRSS22 C5orf51 CNTRL PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 LET_7I_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7I_5P TNFSF9 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 HAND1 DMD TSEN34 OSMR SLC16A9 GOLT1B FNIP2 PEX11B COL1A2 PDPR USP44 FZD3 NME6 PTAFR PLAGL2 CERT1 RSPO2 LPGAT1 ENTPD7 BZW1 DHX57 XRN1 NME4 SCN11A CPA4 MMS22L SLC5A9 DUSP1 KDM3A INTS6L ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 MTDH FRMD4B ABCC5 FIGNL2 DCAF15 DDX19A DVL3 CPEB3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B RUFY3 ZBP1 DCUN1D2 SRD5A3 NIPAL4 IGF1R CCND2 TTLL4 E2F5 CD59 DDTL PTPRD ITGB3 DTX2 MAP4K3 BIN3 THOC2 ABT1 ZNF280B PDE12 SALL3 POLL GPATCH2 PGRMC1 HECTD2 ZCCHC9 UTRN CERCAM SLC25A27 SNX16 RAB11FIP4 ACVR1C NR6A1 HDX FAXC TET3 SENP2 YPEL2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL ACER2 KLF8 KCTD17 DDX19B GDF6 PCGF3 C20orf194 LINGO1 PARPBP SCD FAM214B INSR YOD1 IGDCC3 IGF2BP1 IRS2 ZNF583 MFSD4A ACTA1 SLC38A9 NPHP3 FIGN ZNF322 OPA3 SUB1 COL3A1 PARP8 DIP2A GAS7 ASAP1 BEGAIN UGCG ERCC4 TAF9B EEA1 MTUS1 SMARCAD1 EDEM3 GFM2 HDLBP NHLRC3 MDM4 POLR3D CEMIP2 EFHD2 CEP120 C15orf39 IGDCC4 IGF2BP2 BACH1 FASLG ATP2A2 DPP6 STIMATE CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 FNIP1 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 PLPP6 CLDN16 GTF2I ARHGEF38 PBX1 RNF165 STRBP IGF2BP3 MRS2 POGLUT1 B3GNT7 USP38 MAP3K1 USP24 ZNF644 ELF4 ABL2 ATP8B4 SLC22A23 PPP1R15B NYNRIN SLC10A7 PRTG PLA2G3 TRIM71 COL4A6 SCN4B ACVR2A ARG2 C19orf47 NAP1L1 STK40 SKIL B4GAT1 CEP135 STX3 PLXND1 ADRB2 GJC1 IKZF2 CD164 EEF2K LRIG2 GNG5 PLPP5 CCNJ VAV3 GALC MED8 DDI2 SLC20A1 GYG2 ZNF689 CLDN12 HIP1 AMT STARD3NL DLC1 CCL7 RDX ESR2 TMPRSS2 CRTAM COL5A2 GAN SLC2A12 HOXA1 ERO1A SNX30 DPH3 CNOT6L TMEM65 SPRYD4 LIPT2 PEG10 ATL2 SOCS4 DNAJC1 FNDC3B DNAJA2 SALL4 STARD9 ZNF710 ONECUT2 PIK3IP1 SMIM3 IQCB1 KIAA0930 SLC31A2 NEK3 ARID3B ADAMTS15 FAM104A GABBR2 RASGRP1 MEF2C HAS2 ANKRA2 CDC34 KCNJ11 AGO4 GPR26 AGAP1 ZBTB8B SLC5A6 RAB8B KLHL31 RANBP2 ZNF516 EDN1 HIC2 OSBPL3 LIN28A SLF2 TMC7 FAM122A GATM PDP2 FNDC3A ZNF275 FRAS1 NPEPL1 TRIM67 APBB3 SENP5 EPHA4 NRAS CDC25A LIPH COL4A1 SESTD1 ARL5A SMC1A KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 TMOD2 UHRF2 VIRMA GALNT1 HOOK1 ADAMTS8 HIF1AN SIGLEC14 BSN TECPR2 PBX2 NGF SEMA4G ABCB9 ARHGAP28 LBR MAPK6 FGD6 RNF20 CARNMT1 GNPTAB AEN ZNF512B PLEKHG6 GCNT4 ELP1 SEMA4C FZD4 XKR8 GALNT2 XYLT1 KIAA1958 MEIS2 PXDN SRGAP1 FAM135A FGF11 ACSL6 MBD2 POGZ TRANK1 PRPF38B COL27A1 WDR37 E2F6 MAP3K9 KCNC2 FAM189A1 C14orf28 RALB RBFOX2 MAPK8 PALD1 GPCPD1 RICTOR KLF9 SLC35D2 LIMD2 CDKN1A SIGLEC5 DUSP22 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 AMOT ARID3A TMEM234 ZNF784 CPEB2 PCDH19 GRPEL2 TMEM167A PRLR CHD4 IMPG2 E2F2 DTX4 PRSS22 C5orf51 CNTRL PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 LET_7F_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7F_5P TNFSF9 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 HAND1 DMD TSEN34 OSMR SLC16A9 GOLT1B FNIP2 PEX11B TRMT13 COL1A2 PDPR USP44 FZD3 NME6 PTAFR PLAGL2 CERT1 RSPO2 LPGAT1 ENTPD7 BZW1 DHX57 XRN1 NME4 SCN11A CPA4 MMS22L SLC5A9 DUSP1 KDM3A ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 MTDH FRMD4B ABCC5 FIGNL2 DCAF15 DDX19A DVL3 CPEB3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B RUFY3 ZBP1 DCUN1D2 SRD5A3 NIPAL4 IGF1R CCND2 TTLL4 E2F5 CD59 DDTL PTPRD ITGB3 DTX2 MAP4K3 BIN3 THOC2 ABT1 ZNF280B PDE12 SALL3 POLL GPATCH2 PGRMC1 HECTD2 ZCCHC9 UTRN CERCAM SLC25A27 SNX16 RAB11FIP4 ACVR1C NR6A1 HDX FAXC TET3 SENP2 YPEL2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL ACER2 KLF8 KCTD17 DDX19B GDF6 PCGF3 C20orf194 LINGO1 PARPBP SCD FAM214B YOD1 IGDCC3 IGF2BP1 IRS2 ZNF583 MFSD4A ACTA1 SLC38A9 NPHP3 FIGN ZNF322 OPA3 SUB1 COL3A1 PARP8 DIP2A GAS7 ASAP1 BEGAIN UGCG ERCC4 TAF9B EEA1 SMARCAD1 EDEM3 GFM2 HDLBP NHLRC3 MDM4 POLR3D CEMIP2 EFHD2 CEP120 C15orf39 IGDCC4 IGF2BP2 BACH1 FASLG ATP2A2 DPP6 STIMATE CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 FNIP1 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 PLPP6 CLDN16 GTF2I ARHGEF38 PBX1 RNF165 STRBP IGF2BP3 MRS2 POGLUT1 B3GNT7 USP38 MAP3K1 USP24 ZNF644 ELF4 ABL2 ATP8B4 SLC22A23 PPP1R15B NYNRIN SLC10A7 PRTG PLA2G3 TRIM71 COL4A6 SCN4B ACVR2A ARG2 C19orf47 NAP1L1 STK40 SKIL B4GAT1 CEP135 STX3 PLXND1 ADRB2 GJC1 IKZF2 CD164 EEF2K LRIG2 GNG5 PLPP5 CCNJ VAV3 GALC MED8 DDI2 SLC20A1 GYG2 ZNF689 CLDN12 HIP1 AMT STARD3NL DLC1 CCL7 RDX ESR2 TMPRSS2 CRTAM COL5A2 GAN SLC2A12 HOXA1 ERO1A SNX30 DPH3 CNOT6L TMEM65 SPRYD4 LIPT2 PEG10 ATL2 SOCS4 DNAJC1 FNDC3B DNAJA2 SALL4 STARD9 ZNF710 ONECUT2 SMC1A PIK3IP1 SMIM3 IQCB1 KIAA0930 SLC31A2 NEK3 ARID3B ADAMTS15 FAM104A GABBR2 RASGRP1 MEF2C HAS2 ANKRA2 CDC34 KCNJ11 AGO4 GPR26 AGAP1 ZBTB8B SLC5A6 RAB8B KLHL31 RANBP2 ZNF516 EDN1 HIC2 OSBPL3 LIN28A SLF2 TMC7 FAM122A GATM PDP2 FNDC3A ZNF275 FRAS1 NPEPL1 TRIM67 APBB3 SENP5 EPHA4 NRAS CDC25A LIPH COL4A1 SESTD1 ARL5A KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 TMOD2 UHRF2 VIRMA GALNT1 HOOK1 ADAMTS8 HIF1AN SIGLEC14 CCR7 BSN TECPR2 PBX2 NGF SEMA4G ABCB9 ARHGAP28 LBR MAPK6 FGD6 RNF20 CARNMT1 GNPTAB AEN ZNF512B PLEKHG6 INSR GCNT4 ELP1 SEMA4C FZD4 XKR8 GALNT2 XYLT1 KIAA1958 MEIS2 PXDN SRGAP1 FAM135A FGF11 ACSL6 MBD2 POGZ TRANK1 PRPF38B COL27A1 WDR37 E2F6 MAP3K9 KCNC2 FAM189A1 C14orf28 RALB RBFOX2 MAPK8 PALD1 GPCPD1 RICTOR KLF9 SLC35D2 LIMD2 CDKN1A SIGLEC5 DUSP22 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 AMOT ARID3A TMEM234 ZNF784 CPEB2 PCDH19 TMEM167A PRLR CHD4 IMPG2 E2F2 DTX4 PRSS22 C5orf51 CNTRL PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 LET_7G_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7G_5P TNFSF9 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 HAND1 DMD TSEN34 OSMR SLC16A9 GOLT1B FNIP2 PEX11B COL1A2 PDPR USP44 FZD3 NME6 PTAFR PLAGL2 CERT1 RSPO2 LPGAT1 ENTPD7 BZW1 DHX57 XRN1 NME4 SCN11A CPA4 MMS22L SLC5A9 DUSP1 KDM3A INTS6L ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 MTDH FRMD4B ABCC5 FIGNL2 DCAF15 DDX19A DVL3 CPEB3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B RUFY3 ZBP1 DCUN1D2 SRD5A3 NIPAL4 IGF1R CCND2 TTLL4 E2F5 CD59 DDTL PTPRD ITGB3 DTX2 MAP4K3 BIN3 THOC2 ABT1 ZNF280B PDE12 SALL3 POLL GPATCH2 PGRMC1 HECTD2 ZCCHC9 UTRN CERCAM SLC25A27 SNX16 RAB11FIP4 ACVR1C NR6A1 HDX FAXC TET3 SENP2 YPEL2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL ACER2 KLF8 KCTD17 DDX19B GDF6 PCGF3 C20orf194 LINGO1 PARPBP SCD FAM214B YOD1 IGDCC3 IGF2BP1 IRS2 ZNF583 MFSD4A ACTA1 SLC38A9 NPHP3 FIGN ZNF322 OPA3 SUB1 COL3A1 PARP8 DIP2A GAS7 ASAP1 BEGAIN UGCG ERCC4 TAF9B EEA1 MTUS1 SMARCAD1 EDEM3 GFM2 HDLBP NHLRC3 MDM4 POLR3D CEMIP2 EFHD2 CEP120 C15orf39 IGDCC4 IGF2BP2 BACH1 FASLG ATP2A2 DPP6 STIMATE CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 FNIP1 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 PLPP6 CLDN16 GTF2I ARHGEF38 PBX1 RNF165 STRBP IGF2BP3 MRS2 POGLUT1 B3GNT7 USP38 MAP3K1 USP24 ZNF644 ELF4 ABL2 ATP8B4 SLC22A23 PPP1R15B NYNRIN SLC10A7 PRTG PLA2G3 TRIM71 COL4A6 SCN4B ACVR2A ARG2 C19orf47 NAP1L1 STK40 SKIL B4GAT1 CEP135 STX3 PLXND1 ADRB2 GJC1 IKZF2 CD164 EEF2K LRIG2 GNG5 PLPP5 CCNJ VAV3 GALC MED8 DDI2 SLC20A1 GYG2 ZNF689 CLDN12 HIP1 AMT STARD3NL DLC1 CCL7 RDX ESR2 TMPRSS2 CRTAM COL5A2 GAN SLC2A12 HOXA1 ERO1A SNX30 DPH3 CNOT6L TMEM65 SPRYD4 LIPT2 PEG10 ATL2 SOCS4 DNAJC1 FNDC3B DNAJA2 SALL4 STARD9 ZNF710 ONECUT2 PIK3IP1 SMIM3 IQCB1 KIAA0930 SLC31A2 NEK3 ARID3B ADAMTS15 FAM104A GABBR2 RASGRP1 MEF2C HAS2 ANKRA2 CDC34 KCNJ11 AGO4 GPR26 AGAP1 ZBTB8B SLC5A6 RAB8B KLHL31 RANBP2 ZNF516 EDN1 HIC2 OSBPL3 LIN28A SLF2 TMC7 FAM122A GATM FNDC3A ZNF275 FRAS1 NPEPL1 TRIM67 APBB3 SENP5 EPHA4 NRAS CDC25A LIPH COL4A1 SESTD1 ARL5A SMC1A KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 TMOD2 UHRF2 VIRMA GALNT1 HOOK1 ADAMTS8 HIF1AN SIGLEC14 BSN TECPR2 PBX2 NGF SEMA4G ABCB9 ARHGAP28 LBR MAPK6 FGD6 RNF20 CARNMT1 GNPTAB AEN ZNF512B PLEKHG6 INSR GCNT4 ELP1 SEMA4C FZD4 XKR8 GALNT2 XYLT1 KIAA1958 MEIS2 PXDN SRGAP1 FAM135A FGF11 ACSL6 MBD2 POGZ TRANK1 PRPF38B COL27A1 WDR37 E2F6 MAP3K9 KCNC2 FAM189A1 C14orf28 RALB RBFOX2 MAPK8 PALD1 GPCPD1 RICTOR KLF9 SLC35D2 LIMD2 CDKN1A SIGLEC5 DUSP22 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 AMOT ARID3A TMEM234 ZNF784 CPEB2 PCDH19 GRPEL2 TMEM167A PRLR CHD4 IMPG2 E2F2 DTX4 PRSS22 C5orf51 CNTRL PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 MIR98_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR98_5P TNFSF9 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 HAND1 DMD TSEN34 OSMR SLC16A9 GOLT1B FNIP2 PEX11B COL1A2 PDPR USP44 FZD3 NME6 PTAFR PLAGL2 CERT1 RSPO2 LPGAT1 ENTPD7 BZW1 DHX57 XRN1 NME4 SCN11A CPA4 MMS22L SLC5A9 DUSP1 KDM3A ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 MTDH FRMD4B ABCC5 FIGNL2 DCAF15 DDX19A DVL3 CPEB3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B RUFY3 ZBP1 DCUN1D2 SRD5A3 NIPAL4 IGF1R CCND2 TTLL4 E2F5 CD59 DDTL PTPRD ITGB3 DTX2 MAP4K3 BIN3 THOC2 ABT1 ZNF280B PDE12 SALL3 POLL GPATCH2 PGRMC1 HECTD2 ZCCHC9 UTRN CERCAM SLC25A27 SNX16 RAB11FIP4 ACVR1C NR6A1 HDX FAXC TET3 SENP2 YPEL2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL ACER2 KLF8 KCTD17 DDX19B GDF6 ABHD17C PCGF3 C20orf194 LINGO1 PARPBP SCD FAM214B YOD1 IGDCC3 IGF2BP1 IRS2 ZNF583 MFSD4A ACTA1 SLC38A9 NPHP3 FIGN ZNF322 OPA3 SUB1 COL3A1 PARP8 DIP2A GAS7 ASAP1 BEGAIN UGCG ERCC4 TAF9B EEA1 SMARCAD1 EDEM3 GFM2 HDLBP NHLRC3 MDM4 POLR3D CEMIP2 EFHD2 CEP120 C15orf39 IGDCC4 IGF2BP2 BACH1 FASLG ATP2A2 DPP6 STIMATE CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 FNIP1 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 PLPP6 CLDN16 GTF2I ARHGEF38 PBX1 RNF165 STRBP IGF2BP3 MRS2 POGLUT1 B3GNT7 USP38 MAP3K1 USP24 ZNF644 ELF4 ABL2 ATP8B4 SLC22A23 PPP1R15B NYNRIN SLC10A7 PRTG PLA2G3 TRIM71 COL4A6 SCN4B ACVR2A ARG2 C19orf47 NAP1L1 STK40 SKIL B4GAT1 NAT8L CEP135 STX3 PLXND1 ADRB2 GJC1 IKZF2 CD164 EEF2K LRIG2 GNG5 PLPP5 CCNJ VAV3 GALC MED8 DDI2 SLC20A1 GYG2 ZNF689 CLDN12 HIP1 AMT STARD3NL DLC1 CCL7 RDX ESR2 TMPRSS2 CRTAM COL5A2 GAN SLC2A12 HOXA1 ERO1A SNX30 DPH3 CNOT6L TMEM65 SPRYD4 LIPT2 PEG10 ATL2 SOCS4 DNAJC1 FNDC3B DNAJA2 SALL4 STARD9 ZNF710 ONECUT2 PIK3IP1 SMIM3 IQCB1 KIAA0930 SLC31A2 NEK3 ARID3B ADAMTS15 FAM104A GABBR2 RASGRP1 MEF2C HAS2 ANKRA2 CDC34 KCNJ11 AGO4 GPR26 AGAP1 ERVH48-1 ZBTB8B SLC5A6 RAB8B KLHL31 RANBP2 ZNF516 EDN1 HIC2 OSBPL3 LIN28A SLF2 TMC7 FAM122A GATM FNDC3A ZNF275 FRAS1 NPEPL1 TRIM67 APBB3 SENP5 EPHA4 NRAS CDC25A LIPH COL4A1 SESTD1 ARL5A SMC1A KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 TMOD2 UHRF2 VIRMA GALNT1 HOOK1 ADAMTS8 HIF1AN SIGLEC14 BSN TECPR2 PBX2 NGF SEMA4G ABCB9 ARHGAP28 LBR MAPK6 FGD6 RNF20 CARNMT1 GNPTAB AEN ZNF512B PLEKHG6 INSR GCNT4 ELP1 SEMA4C FZD4 XKR8 GALNT2 XYLT1 KIAA1958 MEIS2 PXDN SRGAP1 FAM135A FGF11 ACSL6 MBD2 POGZ TRANK1 PRPF38B COL27A1 WDR37 E2F6 MAP3K9 KCNC2 FAM189A1 C14orf28 RALB RBFOX2 MAPK8 PALD1 GPCPD1 RICTOR KLF9 SLC35D2 LIMD2 CDKN1A SIGLEC5 DUSP22 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 AMOT ARID3A TMEM234 ZNF784 CPEB2 PCDH19 TMEM167A PRLR CHD4 IMPG2 E2F2 DTX4 PRSS22 C5orf51 CNTRL PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 MIR6868_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6868_3P PTPRM TMEM273 ZEB1 LYN FERMT2 ANKRD13C CRTAP PIP5K1A MLEC ABLIM1 ZNF287 CHRM2 VANGL1 TFDP2 UBA6 ZNF367 CDK2 PRKG2 TSKU GPR68 PIK3R5 PDK4 ZC3H12B C6orf136 TNS1 ENC1 EVA1C GCNT2 CPEB2 GATA2 KIFC3 FAM13C TIMP3 CD81 RBM41 SV2B RO60 CHM LTA GXYLT1 PROSER2 C1orf115 PRDM1 ASTN1 AXIN2 NOX4 ARHGEF26 METAP2 CAMSAP2 CDH11 SLC35A3 ZNF670 CDK19 ARID1B PDE4C RASSF5 FBXO32 RAB5A RBM27 EEF1A1 G3BP2 LMLN EPHA5 ZC3HC1 C8orf86 NFIB HRH1 SIGLEC1 NAALAD2 ZMAT1 DGAT2 ZNF737 DECR2 SOX4 VCL SPART RAB3C APLN EIF1AX TOM1L1 LHFPL3 EHF PLCXD3 CXorf56 SYCE1 KCNB1 PDE3A LSAMP CRTC3 EIF4E GNG10 GADD45A SLC2A12 CAPRIN1 EPDR1 FRMD6 FGF1 PLG ID2 SLC7A6 MAP3K13 RUNX2 RLIM KLRK1 PIK3CA ADGRF5 KTN1 TMEM248 CLCN3 GPR26 TMEM95 RAB3IP CETN3 SESN3 POLG ATP2A1 HECW1 DENND4A DCLK1 CACNA1B ACSM2A FXN EIF4E3 ALKBH8 FRK POU2F1 DNAH5 POGZ CPSF6 FAM155A SLC5A3 DNM3 NAV1 KPNA6 SEPTIN9 RAPGEF4 DEFA6 PRKCA TECPR2 ZDBF2 LDLRAD4 ILDR2 B3GNT5 CLCN5 CORO2A DEPDC4 SGCD ANTXR2 STIM2 STK3 CTLA4 FOXC1 TTC7B MS4A15 SORBS1 DCAF7 NEGR1 ELK3 SEL1L ERBB4 TIMM10B PLP1 SMAD2 CA8 AP1AR MECP2 PHF6 PRKDC SELENOK KIAA1549 TAOK3 PUS7L MYO5B ZHX1 WDR89 ZFP36L1 NFAT5 CDKN2AIP RASAL2 C9orf57 YY2 BAG4 KPNA1 CFAP97 DPYSL3 TSHR NIPBL CROT SOGA3 CCND2 WBP1L TNFAIP8 MCIDAS OTULINL LINC01517 RBFOX1 FYTTD1 NOTCH2NLA NUDT12 NOL7 PARD3B SHROOM4 FGFBP3 DDC SLIT3 DENND1A ZSWIM6 SLC39A8 C11orf97 BCL6 APLF ARRDC3 NLGN1 LRRTM4 SP140 CLMP CCDC172 ZNF404 COL4A6 C6orf141 CHN1 RFX7 SMARCD1 GALNT15 CNTNAP2 DUSP18 RFX3 PGGT1B RNF138 CLDN11 DNAJA2 ONECUT2 AP1G1 CCNJ FRYL TMEM132B ERP29 RREB1 ACAN TRPM8 TNRC6B THSD4 ZHX2 KMT2A RPS6KA3 PLA2G15 AAK1 BTBD3 PZP FOXN3 TDRD1 SMIM14 RBM47 MARCKS C1orf74 ZBTB41 DUSP7 MMUT GPRIN3 BCL6B WWC3 SRP19 TFAP2B VWC2 KY AGPAT4 PTPMT1 DNAJC25-GNG10 DPH3P1 ATF3 ANKS6 MIR4441 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4441 NBL1 ZKSCAN8 C10orf105 TNPO2 TMCC2 MYO1C MARCHF6 BTBD11 ASF1A DDN ADAM19 VEGFA ARHGDIA MLEC DGKH RAPGEF1 GNPAT SCAMP5 SGCZ RCC2 ELMO1 PPP2R2D TCF4 SLC41A1 LBH ZDHHC3 BTBD9 APBA2 CDC42EP4 IL1R1 GFOD2 SYNJ2 MRPL19 KCNE1 RAB43 GPATCH11 TSLP FAM222B SPRR2D LINC02873 TOM1L2 GLIS3 FAM107A IL17RD TP53I11 CNIH4 CLCN6 MAPKBP1 FADS2 RAB15 ATP1B2 BRAP PEF1 CAPZB TET3 WNT2B DUSP3 TTC39C FOXM1 LTA GXYLT1 MAPK3 OPRM1 ASTN1 RAP1GAP2 B3GLCT ZNF185 SMG6 AGO1 COL8A2 USP13 HS3ST2 RGMA BTF3L4 C6orf223 ZBTB4 NRXN2 ZNF70 NGEF ZNF385A ATP6V0D1 DIPK2A PRX GIPC1 SLC6A17 GIT2 SH3BGRL3 SELENON DCLK1 NPR3 ST8SIA3 SCN3B PRSS16 SATB2 DDX6 SORT1 GLRA4 PRRT2 AIF1L ZDHHC9 KIAA0513 P2RY2 SPRR2A RAB3B MYO18A STN1 COL11A2 RAPGEFL1 KCNB1 CERS2 GTF2H3 GADD45A CBX5 CDK14 EIF4EBP2 SPOCK2 CD82 SBNO1 SLC7A6 JRK TRIP12 ADARB1 RAB30 NCCRP1 RAB11B ZFR2 HAPLN4 TRIP6 FLOT2 TMEM138 IDO2 PSMD9 PLXNA1 CDPF1 NFAT5 SCN4A MS4A18 SNRPD3 FCHSD1 SLC20A2 CDK2AP2 SKI DIXDC1 KCNC4 WDFY3 POLR2F CLN8 GREM1 IKZF1 ZNF474 XPNPEP3 PDE7B MAP2K3 KCTD7 KDM4E GRAMD2A MYLK4 TFDP1 INSM2 EVC PCYT1A ARF3 DPT GNAO1 C5orf24 CNNM3 RAPGEF3 DUSP18 FANCC PRMT5 HGH1 IFFO2 PHKA1 NIBAN2 KIAA1671 ACSL4 SPRR2B FAM20A CREBL2 ESAM EXOC3L2 ARHGEF11 HTR3E DCC SHISA7 PIGZ KRTAP5-2 WFDC10B TRIB2 NR1D2 SYN2 RNF24 TMEM179 MTUS2 EEF1AKMT3 FAHD2B DCAF8 TMEM183A SOGA1 NDST1 MAP1A MEF2D CSNK1D TBC1D8B TIFAB LRRC27 ANGPT4 PAPOLB ABHD2 HTR3C FBXO41 SYT7 CBX2 SEMA5A FMNL3 NPTXR BEND4 NMUR1 MITF DHRS2 PLA2G2D BCORL1 SMARCD1 TPP1 RUBCN ZBTB34 SLC35F6 C19orf84 NFAM1 CNTN2 APPL1 MYRF GANC KBTBD13 RPH3A B3GNT7 SLC4A5 SZRD1 NYNRIN NXF1 TDO2 SPRR2E ALX4 CCL22 SUFU HTR4 TBC1D20 MEF2A OSBP SPRR2F KSR2 FOXK1 MRPL15 TTC28 SV2C TAP2 TNNI1 CLDN19 NUTM2G PLXNA2 CACFD1 RAPH1 G6PC3 VWA5A KRTAP5-10 ZC3H7B PDXP BBS1 KMT2A SCUBE3 ZNF444 ERCC6L2 SPINT3 ZNF747 AEN KCNQ2 ZNRF1 MFRP SAMD4B RNF121 PDS5B SLC6A6 PDGFRB RBFOX2 SDC3 DDB1 PRICKLE1 CDK12 STRN4 KBTBD12 AUTS2 ERC1 CRYM ARL17A LARP1 HMGA2 MIR208B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR208B_5P ZNF568 AFF4 SLCO1A2 HMGN3 HAND1 PRRC1 LYN TSEN34 EYA4 MDK TENT2 GPRC5B BTBD11 TRAPPC13 UTY PSMA8 KLHL41 TNRC6C PLAC9 HDAC9 PTPRE ZNF483 CNTN4 DSN1 MDH2 SCOC SNX3 TLE3 GLS ENOSF1 DEUP1 STXBP1 CD83 MTF1 CTHRC1 ZBTB20 SMARCA2 SAMD4A ODR4 AQP4 CNIH4 CPEB2 FUT9 GUCY1A1 ADAM23 JAKMIP3 SLK SUZ12 ZNF507 IER5 FAM160B1 RHOQ TRA2A GABRA1 MFAP3L CYSLTR1 MTX3 C8orf44-SGK3 ABCG1 HNRNPA2B1 RFWD3 CDK1 MRS2 TC2N FAM107B RORA MBD4 USP13 KAT6B RNF38 PTK2 HMGN2 KCNV1 TLL1 RNF111 SMARCA1 PHF20L1 USP47 ADORA3 CCDC66 C12orf4 SPRY3 TFE3 UNC80 CCNYL1 UBE2K CCDC126 NMBR ROCK2 DAB2 SLC23A2 SRPK2 REXO2 ZNF799 MXI1 ARID4B DENND1B RPS6KA6 PROX1 PTPN11 ABHD18 LONRF1 ZBTB43 DCN PCDH8 VPS13A MDN1 EIF5 SKP2 PKNOX1 CUL4A CNOT8 CCNJ NEDD1 NT5C1B-RDH14 ING4 JAM3 AGTR2 ZNF704 CDC14A TSC22D2 DSCAM SYCP2 TTC1 ZNF823 TPST1 SPARC SGK3 PGD DEGS1 ST8SIA4 GPD1L HIC2 ADGRA2 ARRDC5 ZNF280D PECR UBE2N UBE2B FREM2 MBLAC2 SLC44A1 STC1 MTHFD2L PRKRA G2E3 FAM120B SMC2 ZDBF2 PPHLN1 STARD4 PIK3R1 SLC17A6 SDE2 GABRB2 MSI2 HNF4G ZNRF3 MBD2 TCF15 MARCHF4 RNF149 MRPS28 ADAMTSL3 LRP2BP MFAP3 RAPGEF6 STC2 MTM1 SMAD2 ACSL4 ME1 ARG1 RALYL CTNND2 FGFR1OP2 SASH1 GUCY2C MMP19 PPP3CA KIAA1549 JMJD1C ZFP36L1 ZKSCAN1 GRP ITGB8 CLOCK SSX2IP STAG1 FAM118B RNF11 SLITRK4 CERT1 SLC35A5 RAB11FIP2 ITGA2 NEFL UFC1 TOR1AIP1 CDC73 AFAP1 PLPP3 ZNF781 NEUROD6 PAIP2 GRIK2 GNAI3 TNPO1 DTHD1 ANK2 NR3C1 MAP3K2 LATS1 GLCCI1 ZNF816-ZNF321P SLC12A6 TBX18 ADCY3 ZNF280C PDIK1L AK4 MAP4K5 ZMYND11 CRBN CLTC KRR1 ALDH1L2 FBXW7 AK7 TMEM170B SIRT1 GTPBP10 ADCY1 CDR2 HOXC4 VSIG10 TLCD4 SERP1 SMIM17 XPO5 SLC25A43 ZFR NOG KCNQ3 SPDYA EPHX2 SNTB2 RECK JAZF1 WEE2 AP5M1 NUFIP2 PDS5B ZNF443 PRXL2C MAP3K21 CTXN1 TIMM8A TET1 MIR8067 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8067 CHURC1 MUC15 TCF12 CABLES1 BMT2 PAK4 TMCO1 CA2 MBNL3 BVES ALG13 RCAN1 PDK3 CUL3 TERB2 ANKRD44 GPN1 FMN2 RHOA PSMA1 PLPPR1 CALD1 TENM1 MYH10 INTS14 FRS2 MEMO1 PRKAB1 CNTN1 GABRP CYFIP1 MTRF1L SH3BP5 TRERF1 DUSP16 CBLB PRDX6 HOMER3 STK32C CEP97 CCNG1 SCN3A CENPK TP53INP2 NANOS1 GIMAP1 PRICKLE2 DLG5 BOLA2-SMG1P6 AMD1 TBL1X SRCIN1 LGI2 B3GLCT KDSR TMEM168 RAP2C TCAIM RORA CA10 UBE2V1 RNF111 ASTN2 NCOA2 NFIB SLC10A4 SREK1 ZNF652 BCL11A ANKS1B CIAO2A RPS6KA6 FAM172A RNF182 BLOC1S6 CTDSPL SH3BGRL2 ACTR3 PRTG TFRC PEX11A PAX5 CELF1 CHIC1 XRN1 FAM122C ZNF850 RBAK BCL7B IKZF2 NECAB2 SYT9 SLC26A2 FGF14 SOCS2 PHEX HSPA9 ZNF681 CASP8 PRKAR1A STRN3 NRARP HOXA1 TXLNB KIAA1958 LPP PSIP1 KLHL7 TAF7 PRKCG SREK1IP1 ACER3 THSD7A RBM41 CRYBG3 PIP4P2 PABPC1L2A ALPL CCSER2 NMNAT1 TRIM9 SEC24D RNF14 ANKRD42 GPD1L ZNF460 PEDS1-UBE2V1 TRIM47 SSPN RRP15 MTMR2 ATXN7 FAM155A PTAR1 PPP6R3 PPP4R1 FRMPD4 EIF4E JPH4 XKR7 GRAMD2A SKIL NSG2 CELF3 COL19A1 ZCCHC2 DLG3 GDI2 NHLRC2 ZNF793 LRRC59 OOSP2 MAML3 SCAMP1 TSPAN12 ATP6V0D2 TMEM127 TEAD1 ZNF131 KCNH8 DNAJC27 LARP7 RHOBTB3 LRP8 KCND2 MED26 USP39 KPNA1 GIMAP4 MIB1 CAP1 ICMT RNF24 RNF11 RSPO2 CDH26 SYNPR WDR76 NCKAP5 NID2 SENP6 DHX29 LRCH2 KLHL20 RAB10 BMPER PLAC1 LIN28B NETO2 MINDY2 TTPAL LGR4 KCTD5 HEATR6 APC DEFB118 HNMT ZCCHC8 TNPO1 ANO5 RYK CDH6 KCNJ14 NAP1L4 CDK6 FICD C1QBP CADM2 ABHD5 MITF ARHGAP42 PCGF3 FAM76B TEF LMNTD1 GTF2H5 SEPTIN2 TRPS1 AHR CORO1C SDC4 ARSJ TXNDC16 EIF2AK3 USP45 TTLL7 SIX5 GMNC HSPA4L NXF1 TMEM38B IPO8 PPARGC1A ALG14 USF3 RND3 PTPN21 SGMS1 LCORL LAMC1 MAP2K4 MED13L ANKRD34C CYTIP PTPRN DUSP18 RIMBP2 SLC12A2 NMT2 GOLIM4 USP49 ABRAXAS2 LHCGR ONECUT2 KHDRBS2 BRWD3 PLEKHH3 SERPINB5 GTPBP4 TBC1D2B SERINC5 MAP10 ZEB1 C1orf185 BPNT2 ZMAT4 KMT2A ZNF552 SEMA3C VSTM2A MAP7 HIVEP2 LRBA MMRN1 OSBPL8 CYRIA CAB39 CREBRF VWC2 CATSPERB ATRN FPGT KRT34 FNDC3A CRYM MGARP PAG1 MIR5003_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5003_3P IPO5 MBTPS2 SSX2IP TMEFF1 NID1 CBL ZADH2 MCFD2 PHC3 ROBO1 PDK3 SLC44A1 MCTP1 RPN2 ROBO2 KLF12 PTPN22 PIAS1 ZNF182 CCDC25 GLS VASH2 ZNF367 JAG1 MSL2 COL4A4 CALD1 MSANTD3-TMEFF1 FGD5 CSNK1G3 TENM1 CLUAP1 KDM6A CRISPLD1 BCL11B ENKUR ADAT2 ZBTB10 UBE2H NR2C2 PGRMC1 ZBBX PUM2 PRPF39 CCDC88A SMTNL2 DHFR CADM2 CIPC MLLT10 NABP1 DHFR2 CREB1 NANOS1 CILK1 GRPR LUC7L3 GGPS1 CDH13 ZFX FBXO34 TRAPPC11 MYT1 SMG7 TMEM47 CUL4B TMEM168 FIP1L1 SS18L1 FBXO32 IL17B USP46 SHFL NDUFB6 SLC6A5 CREM ARHGEF4 PCDH15 CDON LASP1 PCGF5 NETO1 HSP90AA1 A1CF C2orf69 CGRRF1 GSK3B CDH1 RC3H1 INTS6 NUP50 PRDM12 FBXO45 SPRED1 SH3BGRL2 YRDC TRIM71 COG6 HMGB1 RFX3 GPM6A UBL4B AFG1L TMPO SYT4 TMEM33 NHS NAV3 GORAB MON2 CNKSR2 SLC16A1 YWHAQ PCSK6 ZZZ3 ARL5A RBM15 TSFM CD226 HSDL2 LPP ZNF235 BACH2 PAPPA2 RNF217 SBNO1 TBX22 KCNK6 RBMXL2 OTUD6B SNX5 RAB30 FBXO11 ASAH1 TAB2 LYRM1 EDN1 KLHL9 LYSMD3 POMP PDS5A PURG ACSM2A S1PR3 PECR NEDD4 C17orf78 SLC7A7 CLDN12 ANLN RPGRIP1L MBLAC2 KLHL11 ATP6V1G1 PAFAH1B1 TTI1 SBF2 CXADR ADAMTS6 CPNE3 NRIP1 MRTFB ANKRD34B MAT2B TUBA1A FGF12 PPP1R3C EIF4G3 CYP1B1 RNASEH2B OGN LRRIQ3 DCP1B STIM2 IYD TMEM100 HYDIN PPP2R3A CAPZA2 TMIGD1 USP53 CERT1 SSBP2 ADAMTS5 GLI2 SHISA6 ADCYAP1 ZNF714 BRWD1 DAZ2 WDR26 TMEM242 VGLL3 NLGN4Y SNIP1 SP4 SERPINI1 NF1 ALG11 MAB21L1 SEMA3D THUMPD1 CREBL2 CDC42 SCN7A ZC3H12C ACBD7 RIMS2 RBM44 KCND2 QSER1 TAFA2 TBP CLOCK RNF180 ITGA6 FAM120C SLITRK4 FZD3 TARDBP MOSPD2 NDN RAB11FIP2 ELMOD2 MARCHF5 ZNF614 USP27X ORC4 XPR1 ATP11B CDH8 ZCCHC8 ZNF385B ANK2 ZDHHC2 FYTTD1 CSMD3 MAP3K2 GREB1 MAGI1 CACNA2D1 GBP7 CREBZF DCAF12L1 ELAVL2 C11orf58 ELP5 DRD1 RGS7BP ZFP36L2 SAXO2 CTXN3 BEND4 STRIP2 TMTC3 ARRDC3 ADAMTS18 TRA2B RAVER2 ERG28 SLC4A5 BHMT ALG10B ZNF680 NEUROD1 ZCCHC4 IFIT5 RND3 TMEM170B LSM11 MRFAP1 PLEKHH1 LAMC1 PNMA1 GALNT6 CD2AP PORCN NR2E1 RAB21 TTC28 BRWD3 MED13 HSF5 CCDC82 CNKSR3 PRKAB2 SLC7A14 AGMO YY1 KDM5A ZNF131 ATG3 DMTF1 RDM1 MRPL50 ATP8B1 WWC2 KIF11 SLC7A11 ALG14 TRIM59 NEXMIF KLHL24 MFSD6 GTF2H1 ZNF257 MARCKS RHOXF2 MAGI3 PHIP BEND2 KIT IMPACT TRPC5 AP5M1 NUFIP2 UBXN4 CDK12 CNTN3 ACVR2B RHOXF2B LARS1 FOXJ1 TMEM245 CHST6 SMLR1 ATRN DMXL1 COL5A1 KMT5B PURA STARD13 MIR1275 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1275 CASTOR2 SSX2IP EXOC6B CBX6 ADGRG6 CLEC2D HMGA1 CACNA1E ZNF32 FAM155B ZBTB7A SLC30A7 ASB4 EXOG CACNA1C PAX5 UBTF VDAC2 ASB11 LRRC28 KRT23 ACLY PPP2R2D DDX17 STS CNTNAP1 THUMPD2 ZDHHC15 ARRB1 PCDHGA5 SLC7A8 TBC1D15 TSKU PCDHGA11 SHISAL1 PCDHGC3 WDFY1 STIM1 CTBS PTGIS PALM2AKAP2 SPINT1 FOXP2 CASKIN2 OVOL2 IGF1R DEF8 COL1A1 ATCAY RDX CDK18 CCDC148 NFIC GIMAP1 GPR3 MXD1 CEBPG SLC25A42 SAMD4B ISL1 SETBP1 GANAB IGF2BP1 RABGGTB PLP1 NKAPL ELOB PCDHB11 CA10 KCNV1 EMILIN3 APLNR ADAR SPAG9 ENY2 ATP10B SNTB1 NFIX SH2B1 HMGB3 G3BP2 SLC39A3 HNRNPAB WASHC4 IGF2 NUAK1 ACTB SLC6A17 TLNRD1 TTC39C MAJIN NAPA NFASC VPS37D PHYH RSPO2 MAPK4 PCDHGA3 IGF2BP3 PTPRO TMTC2 KLHL28 SUCNR1 APLN PPT2 SERTAD2 TSPAN11 POU3F2 PTGER3 PCDHGB5 RAB3B MGST2 LEFTY2 ZNF629 PCDHGB4 CCDC184 PCDHGA9 PRKACA SPTAN1 PKM ABCF1 GATAD2B CLEC12B ELFN2 CASP14 ZNF823 ZBTB33 BAHCC1 NAALADL2 SPA17 TM9SF2 FOXA3 VAMP2 NOVA2 TMIGD2 GPANK1 FILIP1L DCLK1 PPM1E PCDHGB3 PCDHB13 SIAH2 PCDHGB6 STX8 CLDN11 CACNA1I PRPH2 PLGLB2 PKNOX2 PRKCA ELOVL2 SLC45A3 PPP1R3C KCTD20 CACNA1D MTHFR IGF1 WDHD1 SERPINE2 PIGG SLC2A4RG DDA1 SDCBP2 SPICE1 FOXP4 PINX1 RNF10 PCDHGC4 ZNF131 MECP2 CTNND2 SPOCK1 ELK1 FBN1 SSR1 SENP6 AKNAD1 WIZ NOS1 HMGXB3 SHISA7 C8orf37 TCEANC2 KCNJ10 SSC4D BHLHE41 SPIDR REG3A CADM4 MKNK2 SOX7 VPS37B COPG1 MTMR4 SYNPR MPZL2 MAP1A RPAIN RAD52 SIRT2 IL13RA1 DVL3 PCDHGB1 TTC17 NBN NECTIN1 CPSF7 GRIK2 SYT7 UBE2Z FSTL1 FAM50B P2RX7 PCDHGA10 DIRAS2 SLC10A2 PCDHGA4 TRPC4AP YIPF6 TCP11L1 ZFP14 GNAT1 PCDHGA2 UPK2 ZFP36L2 PCDHGA12 SNX29 CITED4 CCDC33 C12orf75 ANGPTL3 PCDHGA6 CALCOCO1 TMEM38B OTOR TACR1 INHBC GPATCH2L LZTS3 KSR2 PCDHGB2 RAB3A DUSP8 AP1G1 BRWD3 TNNI1 PCDHGB7 RBMX LALBA SLAMF8 LAPTM4B LIMK1 SPRED3 PCDHGA8 MPZ PCDHGA1 SIAH1 MFN2 RAB11FIP5 ZNF444 UNC13A NSD1 TMEM63B PCDHGC5 IP6K3 JAZF1 PCDHGA7 CD8B SRGAP1 TTC14 CBLN1 CYP2C19 PRR12 SPEN SDC3 SDHAF1 FTO PLGLB1 CAMK1D NXPH2 POU4F1 ZSWIM4 GUCA1B SEC24A SCRT2 LPCAT3 MYCT1 MIR5196_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5196_5P MBOAT2 CASTOR2 OTP TNPO2 CD22 NRF1 HMGA1 NCSTN CACNA1E MBNL3 GPER1 PDPR TPM4 SLC37A2 PIANP TMEM178B SLC9A5 MMP15 PYM1 PEAK1 CFAP61 SCAMP5 BCL9 NKX3-1 UBTF LRRC6 SLC3A2 LINGO1 PHF24 KCNN3 PAAF1 SLC7A8 DDX54 HEYL MTF1 KAT7 HDDC3 ZBTB20 CORO2B PRKD3 PARP14 STIM1 HSPA12A CEACAM1 IKZF3 FAM20B STEAP4 GAPDHS DKK3 ELF2 MYADM ATP1B2 IGF1R THAP11 SGPL1 SON AP2M1 IQSEC3 TRDMT1 CAPZA1 SRSF10 NKD1 SAMD4B NTRK2 PRDM1 RNASE1 RELL2 GJB1 PRKAG1 VPS37C FMOD MYD88 MICAL2 ARID4A C11orf68 AGO1 NDE1 MSC UBAP1 PLSCR3 RB1CC1 PHF1 P3R3URF-PIK3R3 LUZP1 GLG1 NAV2 HCLS1 LASP1 LSM5 SUSD6 ZNF385A OTOF ROCK2 BTRC GTPBP3 CTDSP2 ATP8A2 IRF2 ZFYVE26 VCL PATL1 RAB3C XKR4 SPATA31D4 WDTC1 PHF21A CHRNB4 KCNB1 TFPI RAP1A PXYLP1 ZMYND11 HIP1 KCNG4 TRAM2 KDM7A TAL1 BEND3 SMURF1 RPRD1B PNKD ODF1 SLC25A22 ELFN2 CRY2 SMAP2 PGAP4 SPRY4 FBXO11 SLC8A1 KCNG3 APBA1 CD1C CCDC157 TBC1D13 RD3 GDA CCDC97 ATP2A1 FBXW11 PURG TNF PLEKHS1 ADCY1 GAL3ST3 DISC1 ESRRG SPTB POGZ SRF KLK5 ADRB3 VPS53 KPNA6 MAP3K9 DRD4 FGF12 JPH4 SLC6A11 DOK3 CELSR2 GNAO1 DGKK XYLT1 SRRD DLK1 SHISA6 EPHB2 PHKA1 ILRUN FBXL20 EPHA5 PATZ1 TEAD1 UCP2 SPHKAP MECP2 GLYR1 CCNT1 TMEM253 MBD6 ZDHHC5 TAOK3 CDC42 MTHFSD MYO9A LZTS1 ZER1 SRPK1 SCRN1 MYO1D AHCYL2 ZNF319 CDK4 PAXX EFHC1 FKBP5 STAG1 ANKRD45 HIPK1 SOGA1 NDUFA10 SIX1 TNKS1BP1 MPZL2 ANKRD44 MEF2D RBM22 RUFY2 NIPAL4 AFAP1 FBXO41 HPS4 CPSF7 UBR2 TAF4 HOXC13 C2orf49 KREMEN1 SMARCD1 PSME3 POU2AF1 SHROOM4 FAM3C CREB3L1 ITGA11 AAMP WNT9B TIAM1 FOSL2 DUSP10 BAZ2A SZRD1 ZIC1 PLIN4 CBX7 CSTB SHANK1 TNFAIP8L2 ATP2B4 SLC19A2 RNF122 KRTAP4-8 LAMC1 CASQ1 MOSMO ADRA1A CFAP70 RXRB DHX58 HTR1B LY6G6C YWHAE TM9SF1 ATXN7L3 NFIA PACS1 PIK3R3 HLA-E GAB2 RIMS4 CFL1 SMARCC1 GLT6D1 TNFSF8 AAK1 KMT5B HOXD11 ZNF444 LCE2A SLC17A7 ANKRD52 SMARCC2 ZFP3 CLMN IFI44L SORT1 WDR82 ST3GAL2 HDAC1 TRIM27 CSTF2T ZNRF1 SDK1 AMMECR1 GSG1L RAD1 CSNK1G1 FBXO42 MIR208A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR208A_5P ZNF568 AFF4 SLCO1A2 HMGN3 HAND1 PRRC1 LYN TSEN34 EYA4 MDK TENT2 GPRC5B BTBD11 TRAPPC13 UTY PSMA8 KLHL41 TNRC6C PLAC9 HDAC9 PTPRE ZNF483 CNTN4 DSN1 MDH2 SCOC SNX3 TLE3 GLS ENOSF1 DEUP1 STXBP1 CD83 MTF1 CTHRC1 ZBTB20 SMARCA2 SAMD4A ODR4 AQP4 CNIH4 CPEB2 FUT9 GUCY1A1 ADAM23 JAKMIP3 SLK SUZ12 ZNF507 FAM160B1 RHOQ TRA2A GABRA1 MFAP3L CYSLTR1 C8orf44-SGK3 ABCG1 HNRNPA2B1 RFWD3 CDK1 MRS2 TC2N FAM107B RORA MBD4 USP13 KAT6B RNF38 PTK2 HMGN2 KCNV1 TLL1 RNF111 SMARCA1 PHF20L1 USP47 ADORA3 CCDC66 C12orf4 SPRY3 TFE3 UNC80 CCNYL1 UBE2K CCDC126 NMBR ROCK2 DAB2 SRPK2 REXO2 ZNF799 MXI1 ARID4B DENND1B RPS6KA6 PROX1 PTPN11 ABHD18 LONRF1 ZBTB43 DCN PCDH8 VPS13A MDN1 EIF5 SKP2 PKNOX1 CUL4A CNOT8 CCNJ NEDD1 NT5C1B-RDH14 ING4 JAM3 AGTR2 ZNF704 CDC14A TSC22D2 DSCAM SYCP2 TTC1 ZNF823 TPST1 SPARC SGK3 PGD DEGS1 ST8SIA4 GPD1L HIC2 ADGRA2 ARRDC5 ZNF280D PECR UBE2N UBE2B FREM2 MBLAC2 SLC44A1 STC1 MTHFD2L PRKRA G2E3 FAM120B SMC2 ZDBF2 PPHLN1 STARD4 PIK3R1 SLC17A6 SDE2 GABRB2 MSI2 HNF4G ZNRF3 MBD2 TCF15 MARCHF4 RNF149 MRPS28 ADAMTSL3 MFAP3 RAPGEF6 STC2 MTM1 SMAD2 ACSL4 ME1 ARG1 RALYL CTNND2 FGFR1OP2 SASH1 GUCY2C MMP19 PPP3CA KIAA1549 JMJD1C ZFP36L1 ZKSCAN1 GRP ITGB8 CLOCK SSX2IP STAG1 FAM118B RNF11 SLITRK4 CERT1 SLC35A5 RAB11FIP2 ITGA2 NEFL UFC1 TOR1AIP1 CDC73 AFAP1 PLPP3 ZNF781 NEUROD6 PAIP2 GRIK2 GNAI3 TNPO1 DTHD1 ANK2 NR3C1 MAP3K2 LATS1 GLCCI1 ZNF816-ZNF321P SLC12A6 TBX18 ADCY3 ZNF280C PDIK1L AK4 MAP4K5 ZMYND11 CRBN CLTC KRR1 ALDH1L2 FBXW7 AK7 TMEM170B SIRT1 GTPBP10 ADCY1 CDR2 HOXC4 VSIG10 TLCD4 SERP1 SMIM17 XPO5 SLC25A43 ZFR NOG KCNQ3 SPDYA EPHX2 SNTB2 RECK JAZF1 WEE2 AP5M1 NUFIP2 PDS5B ZNF443 PRXL2C MAP3K21 CTXN1 TIMM8A TET1 MIR3180_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3180_5P RGS6 CHN2 COX5A SCFD2 FLNB WNK3 SLC30A7 PAGE2B HTR2A TMEM267 KALRN TRIM7 LRRC28 PLA2G12B P2RY14 KCNH1 RPL22 STRADB KLHL13 VASH2 ETNK1 CD86 CPSF2 CMTR2 CDH19 POLDIP3 NAB1 ANXA11 CRKL LHX6 ASB2 RGS4 ICE1 RPF2 EID1 ITPRIPL2 DHX15 RFESD TNKS2 SLC25A27 ARFRP1 PBX1 TK2 AK3 RIMS1 PAPPA PADI2 KCNJ13 RNF185 PRDM10 ABAT CASP7 ESRRB TNFRSF21 PSD3 GLIS1 ATRNL1 SLC35D1 NOX4 UNC5CL MYO5A SCD FAM32A INTS7 SLC30A5 ATP1B4 BCL3 SRC PRR15 SGIP1 IFT80 LDAH USP5 SEMA7A RASSF5 SLC1A2 SMARCA5 PHF20L1 NDUFB6 CSN2 ZSCAN31 CDK13 LRRC8B AMOTL1 CERS6 SRPK2 LHX8 GABRA4 ZMAT1 CUX2 HHEX COLQ TAF4B GSPT1 AEBP2 USP16 NAP1L1 ADD3 SPTSSB REV3L LEAP2 TMEM33 C16orf72 MAMDC2 RBM15 SESN1 CCDC186 MORF4L1 ZNF641 PAPLN IDI1 PCSK6 HECW2 MAP3K13 TENT5D RASGRP1 KIF21A PDIK1L CCDC3 ITCH TMEM263 ZNF623 ZFHX4 CCDC12 C2orf68 FSCN1 B4GALT5 RBM24 BTG1 STX2 RC3H1 ADCY1 IRS1 DTNA SNRK TM4SF18 SLC25A24 CD44 RAB23 CHERP NAV1 TTC7A GIPC3 VPS53 ARGLU1 HOXD10 OLR1 TCF20 ATPSCKMT CSTF2 TGFB3 RHBDD1 PVALB COX4I1 NXT1 HAUS4 HLA-DQB1 FKTN STIM2 JPH1 GDI2 NEGR1 ADAMTS5 CTNNA3 STK40 ARHGEF12 NPY2R CHCHD7 PLEKHA5 SEL1L SP4 ITSN1 SPOCK1 TNFRSF1A PPP3CA PLCE1 CNBP WIZ PEX12 PTPRB IL5RA ZC3H12C SECISBP2 AREL1 NBR1 FXR1 ARSB ARFGEF2 FAM126A KPNA1 ABCD2 C5orf47 HIPK3 FAH TANC2 FBXO28 TULP4 LARP1B BACH2 TXK CPEB3 SEMA3A HTR2C CDC73 NIPAL4 TTPAL BAGE2 SYCP1 TNFRSF10B CCDC88C THOC2 CDKL2 SNX7 PLCL2 ANO5 BNIP3 TXNDC8 ABHD17B SENP2 TMEM132B KIF2A TENM4 ACER2 WDR5 DIRAS2 KREMEN1 ABCG2 NXPH1 KATNBL1 TOPORS CACTIN ZBTB34 CFAP20 KLF5 SASS6 ALDOB TENM3 HEG1 PFN2 TTLL7 OGT NUCB1 SNAP29 TP53INP1 DTD1 PDCD6IP CHMP1B ADCY2 FBXO4 PDCD4 USF3 UBQLN1 SGMS1 KCNJ3 ZDHHC21 EIF3A SLC7A10 PAGE2 ATAD2B DYNC2LI1 RAB21 ONECUT2 ABHD2 LSM8 E2F7 FAM180A HSF5 AGAP1 SLC16A9 ACTR2 RYR2 KCNA4 TNRC6B CD36 NEDD9 SRPRB SHE NMT2 SNTB2 NEXMIF PPM1H ABTB2 SEC22A GABARAPL2 FZD4 PDE12 NOL9 FAM135A KLHDC10 PRKG1 NUFIP2 PTPN12 S1PR3 UBE2Q1 KLF9 RNF212B SCAI SPSB4 QRSL1 P2RY1 CILP LVRN RHOU BACE2 IL1A SFMBT1 TSPAN2 MIR892C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR892C_5P NUDT4 MAGEA2B UBN2 CLEC2D GAB1 CTNNB1 MAGEA4 CDKN2C ATP11C HOMER1 URI1 CEP192 DMAC1 CUL3 ANKRD28 CCNA2 ARL13B TCF4 EFTUD2 KCNC2 SMPDL3A TBC1D15 POLDIP3 PTGER3 MAGEA2 IBTK MAGEA6 FRS2 PAX6 TMEM109 CRIPT TMX3 TBPL1 ATP1B2 EFR3A NOC3L SLC16A7 LAMB4 ACKR2 HDAC8 RBM41 HNRNPH3 NPVF UBXN2B CNOT6 TAF2 SLFN5 CFHR2 CFL2 VAMP7 MARK1 ADAM12 MDM1 NFAT5 CPM RAP2C CDK19 ZNF664 MKLN1 MAGEA12 MAN1A2 ZRANB3 RBM27 SPAG9 GFM2 CBFB ARL17A FAM168B DCUN1D5 SNAP25 SOD2 UNC80 LDLRAD1 KATNA1 PROX1 KRTAP9-3 TSN ROCK2 TOMM20 ZNF652 MSANTD3 CDYL2 PCGF5 COPB1 WNK1 PRICKLE1 ZCCHC3 KCNK2 DAZL ZBTB1 VAPB TCEAL1 RFX3 CCPG1 RBAK HOXA3 MTSS1 IGSF1 TSPYL4 MAGEA10-MAGEA5 TFPI MCC CNOT6L MIER1 KANSL1 KDM7A LGSN SPATA18 ANKS1A FBXO4 AGTR2 LPP ME2 SQOR RP2 ZNF704 AKR7A2 ADNP ZBTB2 WDR3 SOX6 ZBTB33 IL19 TNIP3 PIK3CA NAALADL2 WRN OCA2 STK38 DBR1 CETN3 UBE3A CCSER2 CD34 KAZALD1 CALB1 HYKK TXN DCLK1 MTUS1 BBIP1 PTPRN2 PFN1 SAMSN1 KNDC1 GPATCH2 PRTFDC1 EIF4B AZIN1 AFF1 TFAM PDIA5 PARD6G TMEM251 PCDHB15 MYLK4 ZC2HC1A TRIO TMEM100 RPL23A LRRC1 C5orf24 EVI5 L3MBTL3 SLMAP EXOC6 KIAA1549L BRWD1 NUP58 PLEKHA2 EPHA6 RNLS GRK3 PANK3 SCAF11 DNAAF4 SEMA3D SRBD1 DNAJC27 SPOCK1 PTPRU ADAR SRP72 KRTAP9-4 SPECC1 FZD3 SYNPR KRTAP9-2 NCKAP5 PLEKHF2 MTX2 SPON1 RUFY2 LGR4 DMC1 PAN3 CCDC88C G3BP1 TREM2 GRIK2 HESX1 BCKDHB COBL KCTD6 GREB1 SHROOM3 MAGI1 DNAJC22 TTPA KRTAP9-8 PCGF3 CACNA2D1 GRIA4 MSX2 IL22RA2 YIPF6 LMNTD1 TULP3 MINAR1 DNAJC21 MAGEA3 PLCL1 ZNF676 PLAA SEPTIN10 ZSWIM6 OGFR SLITRK5 PLPP6 TRUB1 RTL8A SDHAF4 STATH B3GALNT2 ASCC3 RUFY3 HTR1D PLA2G2A LAMC1 OCRL PLXDC2 HOOK3 DCP1B SEPTIN6 LARP1B CYP2B6 STON1 BMP3 THSD7B EIF2S1 POLR3K SPATA8 ASPHD2 ATAD5 MAGEA5 BPNT2 DHX32 RAB18 PHLDA1 AAK1 RHOJ ZFR CUL9 LIAS SDSL MAGEA1 SHE MBL2 USP42 ST3GAL2 KLHL34 PDIA4 YES1 MEOX2 TTC33 TNFRSF11B EIF4A1 ZC3H6 GAS2L3 SLC7A6 CRYL1 FER CLTRN CCDC40 MTMR9 TMEM183A SLC24A1 SPATA9 ZNF728 ATP5MG DNA2 FANCC FOXA1 MIR586 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR586 ZNF568 AFF4 LRRC8D MTRF1L ZNF148 TFEC SNX20 KERA SH3GLB1 CAMK2D FERMT2 SNX16 MFAP5 FGFR1OP2 WTAP SRSF7 CADM2 RANBP9 GABRB3 ATP5F1A SETX PPP3CB TANC2 UBE2D3 CDC42BPA KLHL13 LCA5 BNC2 KPNA3 DICER1 PCM1 LIPI ZNF91 THBD SLC44A1 UBE2E1 SLC30A5 KDM2B ARL13B SEC24B FBXW7 TMED7 AGBL3 ZNF277 SNRPN KIFAP3 GLS PPP1R2 TEK BMI1 SEMA3A CNTNAP4 SYDE2 CSMD3 WDR17 BRDT CPEB2 KCNE1 UBASH3B SP3 GYPA UBR1 CRISPLD1 NCK1 MZT1 MTX3 STK26 NEUROD6 KLHL32 DNAJB14 HBS1L TBL1XR1 PDE12 TNPO1 ELF2 HSD17B12 CFLAR RNGTT SLF2 PPARG ATAD2 ATG4C ITPR1 FBLIM1 SPARCL1 SHCBP1 PSMF1 SCN3A TPM3 DCX NSMAF MBNL1 RNF103 MAGI1 BEND4 RBL2 ABCA1 LIN9 PLCB1 TRIM33 TRMT10A CSRNP3 FAM76B ZNF711 INPP5E PDE10A C6orf120 RERG PCDHB7 RAB2A PPP4R4 TMEM168 GSPT2 CLDN20 ADGRL3 EDN3 COPA LMBR1 KCNV1 KCNK1 CTNNA2 SLC1A2 USP46 ANGPTL1 KCNA1 GLOD5 DNM1L ARL4C ZNF146 RGS7BP ATP8A1 TMEM196 AGPS SHC3 FASLG UBE2K KHDC4 PCDH19 MGAT4B ATP8A2 IL18R1 GABPA BTAF1 SCN9A PLEKHA8 ZNF468 MTSS1 SPATA5L1 IQGAP1 VCL GABRA4 SATB2 CTSV IGFBP5 TPT1 ZDHHC15 TP53INP1 HAGH FMNL2 SGCE COMMD3-BMI1 NEUROD1 CLTC MYOCD CTNNA1 VPS13A C1GALT1 CCDC186 CTNND2 SPTLC3 FAM227B USP15 SORCS3 TOX4 MED12L MPEG1 SLC12A1 CLU CD2AP MLLT3 CLDN15 STRN3 SLC2A12 TNFSF15 SEPTIN7 RIMBP2 CCDC6 ATL2 THAP6 NEFM GTPBP10 MYNN HECW2 SFPQ CPEB4 ZBTB25 EREG VPS35 BNIP2 STK38 PCDH18 HSPA2 SLC26A4 GPR26 SLC7A14 KIF1B SNX13 PRKD1 RSF1 PCDH9 SNAI2 RSBN1 CARD19 ARHGAP32 UNC13C ZFR IL1RAP PRKAR2B FLVCR1 CPNE3 GALNT1 NETO1 SPIRE1 AZI2 PPP1CB MRPS25 DENND1B TLR7 PTPRC SLC25A4 CTSS UBE2D2 ACVR1 ANO3 N4BP2L2 ZC2HC1A MS4A6E CYP24A1 TRIP13 JAZF1 UBE2W FAM133B BCL11A TSPAN1 IDO1 CAPZA2 PPP1CC MRPS16 GDI2 KCNQ5 CNOT11 DLK1 ACSL6 ZC3H6 SLC25A5 VWC2 DKK2 UBR7 AJAP1 PRKCI ZIC2 GPM6A PRKAA1 MBOAT4 KCTD6 GPR137C ICA1L P2RY1 CABP7 ZNF154 KCND2 NR1D2 TAFA2 SYT1 MIR513B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR513B_5P AGFG1 PRDM16 CHN2 HDX DLG3 TNPO2 PTPRR ADGRG6 BPIFC BMT2 SSR3 ZNF736 EGLN1 HOXA10 TCEAL9 URI1 BDNF RALGPS1 LIPI SPRY2 CCL11 ATF2 BLCAP SNRPN CRMP1 MTDH XIAP BCL2L11 PSD3 MRPL19 USP21 U2SURP DNER GTF2A1L E2F6 TBL1XR1 TCF7L2 FUT9 PGRMC1 TNKS2 SALL2 PRPF39 GBP4 CCPG1 ZIC3 REV1 ZNF512 INPP5F ASPH SV2B PPP2R3A LEMD3 GRPR CBLL1 PKD1L1 CNKSR2 GAPVD1 KL GABPB1 TRAF3 TBX3 METAP1 AMD1 FAM126B ARID4A RABGEF1 DNAAF4 ARHGAP5 RHOA CDK19 TOGARAM1 SPATA2 E2F5 MKLN1 EEA1 KCNMA1 P3R3URF-PIK3R3 SCN5A RBM27 SHPRH STON1-GTF2A1L SNAP25 CCNYL1 NKRF SCML4 MDH1 TOMM20 CDYL2 KIF2A IRF2 FAM131B C2orf69 RASGRP2 ARID4B LHX8 BMF SH3BGRL2 METTL15 GRID1 DCAF10 FAM135A ZBTB43 ANKS1B ACVR2A TLE1 NEK7 ADAMTSL1 EHF INSM1 SYT4 IKZF2 LRIG2 JPT1 GPR85 NECAB2 NHS CRTC3 NIN ZZZ3 CXADR CWC22 TET2 UCHL3 PAPPA2 RP2 WEE1 ZNF704 SLC39A9 GCH1 SOX6 S100PBP ISOC1 SNRPF HNRNPK ZFHX4 SLC18A2 RNGTT MOSPD1 USP51 BTG1 PPM1E CCDC15 EML4 ZNF419 SF3A1 RMND5A MED6 PIK3R3 CPNE8 KRTAP9-9 NAV3 GMFB SLC49A4 SH3GLB1 LURAP1 SLC38A1 SLC17A6 CALCR MSI2 C1orf52 CERT1 PKIA NEGR1 IHO1 ADCYAP1 TENT5A VHL TMEM64 VAPA MTCL1 SEL1L ERBB4 VEGFD EIF1B FGFR1OP2 PPP1R3E CHMP5 TFAP2A CNTN1 RCOR1 ZEB2 PTPRK GNB4 LYZL4 TRIB2 MED26 MGAT4A FSTL5 GIMAP4 NCOR1 COX7A2 STAG1 PPP4R3A DIPK2A SLITRK4 USP44 AHI1 ZDHHC14 SENP7 ZYG11B DLX1 WWTR1 CPEB3 LIN28B HTR2C ADAM28 KRTAP22-2 TBCEL IVNS1ABP PTPN14 HAT1 PDE12 CHD2 SPRYD7 ABHD17B SPTLC2 ARHGAP42 BCL11B TNFRSF19 TTC3 DHRS9 CACNA2D1 ABCE1 EBF2 PDE10A DMD ELAVL1 LRRC2 SNX2 TMEM196 USP25 ZFP36L2 TMEM192 GABPA LRRC58 LHFPL2 MESP1 TRUB1 SLC10A7 ARFGAP3 CLTC CLASP2 HNRNPU GATA2 MND1 MAP3K20 CLVS2 TMEM39A CNTNAP2 CASQ1 DLC1 FEM1C SRSF4 TMCC1 DNAJA2 TRAPPC10 FBXW2 PPARGC1B SLX4 CPSF6 AGO4 SNURF GBX2 BMPR1A PTGS2 CACNB4 BPNT2 SNX25 ARNT2 BSN NEXMIF TSPAN7 RNF20 SYNPO2L APOL4 ZBTB41 PTPN4 IMPACT DR1 PDS5B WWC3 MAN1A1 SOS1 ARID2 SMIM13 ZIC2 KHDRBS3 PPP1R14C TIMM8A RYBP PAK1 VEGFC MIR4644 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4644 PCDHA2 ADAM22 EXOC6B HDX LYN RAE1 FANCA ZNF557 TERB2 SLC30A3 PARP11 TMEM139 SPATS2 GNB3 RHOT1 TUBGCP3 HCCS FIGNL2 KCNN3 USPL1 RHOA PLEKHB1 SHISAL1 XYLB MON1B ATAT1 ENC1 FAM222B SNAP25 ZCCHC12 PALM2AKAP2 SUMF2 TRIM58 SARNP FAM234B POPDC2 UBE2H ARMC8 ATP1A3 ITPRIP GRIN2B MLLT11 XKR5 RDX GINS1 SF1 FAM76A CNTLN ZNF236 AR PIM1 RAB35 MAPK13 ABCG1 SCD ISG20 PCDHA12 SMG7 PREPL CSRNP2 ULK4 CTDNEP1 RORA SPATA2 CA10 AKR1C2 EYA3 NMNAT2 TPD52L1 CENPO SSX1 SEL1L3 KANK2 YIPF1 RCC1L CDYL2 SIGLEC1 RERE TRPM3 ERCC6 SYNM NCAN PCDHAC2 UBE2D4 ANKFY1 INTS6 NFATC3 LDLR CNOT9 ATXN1 KCNJ5 C7orf77 FMN1 PCDH9 BCAT1 HCN4 PAK6 ZNF2 PHF21A USB1 CHMP7 PCDHA10 STX6 DTNA TBC1D19 GEMIN7 UBXN10 C17orf77 ELOVL4 FAM163B ABCG4 SH3BP2 PM20D1 ZNF704 YWHAG TMEM165 CD209 C3orf14 DLG2 CASP14 DNM1 CDC42 CGN SLC8A1 CNTNAP5 GEMIN8 WDCP KCNK9 FAM135B MS4A3 SMCO4 TCF12 PMF1 HIC2 EPB41L1 SIPA1L1 CCNL2 LAMP5 PCDHA5 COMMD2 SPTB TOX3 RALGAPB LRRC32 RRNAD1 WNT1 ATP6V1F CNTD1 BTLA HIF1AN CXCL9 EIF2AK1 PBX2 CPNE6 CDH4 FOXN4 PCDHA9 MRPS21 MRPL34 LHX2 ARF3 USP3 XYLT1 PPP1R3B NHLRC2 ARID1A DCX CARF FOXP4 HDAC5 PCDHA8 PRR5L SIX3 GTF3C4 FCRL3 ADH4 SORL1 ADGRB1 AKAP6 MECP2 EFCAB2 GJA5 ZNF586 ADGRL1 SSTR2 PCDHA3 LCOR GPX3 EPHB2 C5orf51 PCDHA6 SRGAP2 PCP4 MAU2 GATAD1 ANKRD45 MXRA5 SOGA1 CACNG4 RGS8 SIX1 PRKAR2A CSMD2 ZNF662 HOPX KLHL29 MAT2A NCAPH NR1D1 BASP1 ETV3L LRIT1 CCND2 EMC10 RASEF NBN FBXO41 PCDHA13 GRB2 DCTN3 HIPK2 ACACB KIAA1328 GPR84 GPNMB MS4A2 FBXL17 GJA1 TPMT SOX5 KLK5 PRR23A FANCD2OS WNT9B TSPAN18 DDX18 TBC1D5 PCDHA11 PHLDB1 EFTUD2 GSTA4 DEFA5 PCDHA7 PCDHAC1 SDF2 SGMS1 MSI1 SBK1 EPPK1 SIX2 HOOK3 PCDHA1 ADRA1A ZNF473 NOTCH2 SNX30 JAGN1 KPRP PATZ1 TTC28 ST20-MTHFS TAP2 HP1BP3 PGLYRP4 SYN1 NPNT RIC8B TMEM150C TAF5L SLC17A2 MTHFS ORC5 TCP1 CFAP44 SREBF2 ZNF444 NETO1 TRIM66 SLC25A28 BSN MAB21L2 SNTB2 PCDH10 PLEKHA5 RNASEH2B RNF20 MIER1 SLC16A2 FZD4 SOX13 CEP104 KLF7 B3GAT1 PCDHA4 KAT6A TBC1D30 CARD18 PXT1 DYNLL2 FAM151B TTBK1 DOCK3 MIR548O_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548O_3P VSIG1 ASIC2 CALU NR2F2 SIX4 TMEM170A OSMR ARHGEF7 RTBDN CXCL1 PRRG1 SULF1 DDX3X MIER3 PHC3 ZNF518A TEX30 CMPK1 CGGBP1 ANKRD44 B4GALT6 TEC PRPF40A TBR1 PATJ TGFBR3 CRMP1 CNTNAP4 HSPA4L IL1R1 LY75 TMC7 ZBTB20 CASP8AP2 PGAP1 ARHGAP29 AKAP11 PPP1R12B RPS27L SCAF4 FRS2 PTPRD EPN2 ZBTB10 TTN ARPP19 ZNF615 EFNB1 PGRMC1 FAM13C ZNF286A MYO6 INPP5F GINS1 IKZF2 TET3 MLLT10 GPM6B NTAQ1 TTC39C KCNAB1 C9orf64 FOXM1 AGGF1 PRMT9 TLCD5 PRDM10 VAMP7 KRCC1 METAP1 U2SURP CDYL KCTD10 HMGN2 PAK5 CFLAR EEA1 SMARCA1 USP47 IL6 G3BP2 STK26 FSD1L SREK1 CELF2 FNIP1 LARP4B KDM4C PEG10 ZMAT1 CRY1 KCTD12 LMAN2L UBA5 CD200R1 IGF2BP3 PTPRO SPRED1 SMC6 SLC25A36 COL25A1 CHSY3 GPM6A PLAA SPTSSB CDH7 GRHL2 DDX4 GRK5 STRN3 FAM168A KDM7A SPO11 SFRP2 LPP PSIP1 ATL2 RICTOR KLHL7 ENOX2 MYNN TSC22D2 ABCA8 PLD5 PTPRG ANKRA2 KHDRBS1 STK38 ZFHX4 RIDA STMN2 HACD4 HMGCR POMP GATM DENND4A PLGRKT SLC25A53 ATF7IP GOLGA7 GPATCH2L IRS1 SLC2A13 SRSF3 AZIN1 NAV3 RAD17 RCC1 SRI FKBP4 C15orf65 SGCD UBE2W GNAQ TNPO1 CNOT1 MAT2B DENND1A STT3A PIP5K1B MBNL3 CAND1 PELI1 NUP58 ILRUN LRP2BP VGLL3 DDX3Y KMT2C C8orf34 CPB2 TMEM135 SCAF11 CA8 NFXL1 SETD4 GLI3 SERTAD4 PRKDC GID4 CAMSAP1 UVRAG DCC RTL6 GLOD4 FANCB SECISBP2L RAB1A ARHGAP21 ATP2B1 CLOCK ZBTB44 C12orf66 CAMTA1 PRKAA2 FAM118B TARDBP BNC2 FBXO28 HHIP TKTL2 BMPER MCM9 ARL6IP1 TBCEL IVNS1ABP CPD ASIC5 IKZF5 ABHD17B TOPBP1 ZBTB33 XPO4 MFF PTPRQ C2orf49 TNFRSF19 GLCCI1 PWWP2A TPD52L3 MTMR6 PNRC1 USH2A YWHAH RFX2 ZSWIM6 PEX5 SSR1 SCN9A COPS3 TP53INP1 ARFGAP3 SNRPA1 ADCY2 ACKR3 PAQR9 SS18 EEPD1 ATXN10 ATAD2B CLEC7A ATG14 SPTSSA MARCHF8 DNAJA2 SOCS7 CDK17 HMX2 KIAA0408 MAN2A1 PARP1 ARHGAP32 DSC2 AAK1 CYP3A4 BTBD3 NEXMIF RNF20 DNAJB2 STRN JMY RBBP5 DUSP7 PHIP CSE1L SRGAP1 TTC33 VASP CBLN1 ODC1 CREBRF SLAIN2 PPTC7 NCKAP1 PABPC4L ATXN3 DPP10 ZNF286B KPNA4 FAM151B TRAPPC8 MIR1290 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1290 CREB5 ATF1 CHN2 NIPAL3 RGS5 PALM2AKAP2 SGO1 CD1E ITPR2 OTOGL PRRG1 RSBN1L PRKACB ANKRD13C C11orf54 TMEM39B TUBGCP3 SMTNL1 RANBP1 SLC13A1 RAB18 TNIK GREM2 HIGD2A CERKL LY75 REST CCDC117 PPP4R3A DLG1 MRI1 EID1 MGME1 ODR4 ZNF292 FSD2 USP38 SDHC CPEB2 SLAIN1 EBF1 SLC16A7 VPS45 FAXC FAM71C KCNAB1 TRDMT1 SP1 SLC4A7 LLCFC1 CBLL1 PTGER4 RALGDS ARHGEF26 C6orf120 ZNF764 FOXA2 RORA SGIP1 MAZ KIF13B NRXN1 CCDC142 FPGT UNC79 ARL4C SEPHS1 BPTF SORCS1 INVS CHUK WDR77 ITGA4 GYS2 SH2D1A RNGTT ATP7B CISD1 ARID4B SOCS4 GALNT15 PTER UBA5 ZNF737 POU2F2 ETV3 EPC2 KCNK2 MAGOH SHISA9 RPL34 PLCH1 ACVR2A PICALM AKAP7 EIF5 ANTXR1 GTF2I SEMA6A SYT4 CAMK4 CD164 GPR34 RNF19A EGFR TAFA5 SNAPC5 MLLT3 ZFHX3 EPCAM MBNL2 CAMK2D RICTOR BEGAIN PREX2 SLC25A13 COG5 EMP2 ACER3 SEC22C CAPN2 THSD7A CRTC1 NAALADL2 UBE2G1 TMEM248 MS4A3 C20orf173 PHF19 ZBTB6 TTC37 PDS5A FNDC3A TSPO2 ATF7IP OSBPL6 STAG2 ZNF124 ZBTB24 RTKN2 XDH RNF207 OGN BTG2 TRHDE ZNF430 RPL36A ANTXR2 SEC23IP CALCR EHHADH DPT HYDIN MARVELD3 MSI2 DCX CXorf66 PIP5K1B MAGEB1 MAP3K20 ERBB4 SMIM21 TMEM135 CNTN6 OSTC VEGFD PHF6 FAM53C LRRTM2 ZDHHC5 PANK1 NDUFV3 IL5RA ZNF569 ZC3H15 SYN2 RASAL2 ACKR4 PCDH7 UQCRC1 ZNF267 PSMC2 FGF5 DYRK1A THRSP MALT1 JARID2 SCP2 ZFP69B ANK2 COL8A1 SMC4 MAP3K2 BEND4 GJC3 SYNPO2 TNFRSF8 MND1 TMEM184A RAB2A HS3ST1 STK17A BEND7 TMEM161B TTBK2 EFNA5 RNF144A GANC CBFA2T3 AADACL4 AMMECR1 TGFB2 CUL4A CSTB TMEM255A SNX9 USP15 PLEKHH1 WNK2 INHBC GOLGA1 ZDHHC21 ZNF254 ZRANB2 RIMBP2 LRRC8C HTRA3 SPTA1 USP49 ONECUT2 KLHL6 SLC7A14 KDM5A MSR1 CNOT7 ORC5 USP43 TBC1D23 COLEC12 FXR2 GARRE1 UHRF2 AGAP1 VIRMA APOBEC4 CFTR LRRTM3 MMUT SRGAP1 SFT2D3 FBN2 RASGRF2 KIF19 KLF9 BECN1 KLC1 SCAI ASXL3 P2RY1 CLOCK TEAD3 ADARB2 TCN1 SPATA9 DYNC1I1 MIR5582_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5582_5P CD84 SIX4 MIB1 MTUS2 EIF3B AQP3 ABCD2 CAPRIN2 ARMC1 SLC38A2 ABITRAM PRKAA2 EYA4 GAB1 UBTD2 NID1 TCF3 CBL NEDD4L CHP1 SEMA6A HIVEP1 KPNA3 DNAL1 ELOVL5 VAT1L SLC30A3 GDF9 TRIM39 SEC24D ARFIP1 ANKRD50 PLEKHF2 CDV3 JADE1 CMPK1 JADE3 SUCO SCOC PPIF MORN4 CLIC6 FRMD4B PPP1R2 YWHAZ NR4A2 CDK2 KAT2B CTNNA3 TDGF1 SHISAL1 SEPSECS ARHGEF37 SEMA6D MINDY2 ZSCAN22 CCND2 CPSF4 ARHGAP29 FBXW11 BCL7A CDK19 WTAP PIK3C2A ENY2 GDF5 GPT2 RAP1A STK26 ZFAND5 P4HA1 MAVS PTPN9 G3BP1 S1PR3 ARHGAP44 ZNF398 PDE12 RHOB ZKSCAN8 AMOT TCEANC CENPU CPD CDCP1 SLAIN1 WDR44 HECTD2 MAP3K3 PAQR3 LANCL1 GPR171 TFEB SGPL1 ZDHHC2 FMC1-LUC7L2 HCN1 PLAG1 MAP3K2 TSHZ1 SENP2 ZBTB33 SCN3A TPST2 NEURL1B SP1 ANKMY2 KIF2A ELK3 SHC1 RRAS GOLGA8T SLC35D1 SEC11A ATP2C1 TMEM87B SFT2D2 CCR3 U2SURP TMEM47 SERF2 HADHB RYR3 PRC1 IRF2BPL NSUN2 DIP2A GOLGA8H MINAR1 FSTL5 CTDSPL RB1CC1 SSMEM1 ZCCHC24 UMAD1 CREB3L2 RNPEPL1 ATP1A1 SNTB1 ANKHD1 FSD1L YME1L1 ZNF449 SUSD6 SBNO2 CC2D1B SGPP1 AMOTL1 IQGAP2 USP1 RHBDF1 GDAP1L1 ZNF304 CTDSP2 MYRF MAPK14 GIT2 BACE2 PDSS1 DMRTA1 GAREM1 C2orf69 RHBDL3 KIAA2013 UXS1 GOLGA8R PROX1 NSD2 RNF135 GNAL JAKMIP2 POGLUT1 HTATIP2 USP38 GRID1 PTBP1 GGA2 FMNL2 NYNRIN ST3GAL1 ERGIC1 ATF7 POLR3G SCN2A CALCOCO1 KCNK4 PCDH9 PCDH8 TSC22D1 PAQR9 MON2 CDCA7L ALDH1L2 USF3 BLOC1S5 NAT8L STK32A GLRB TMEM33 OSBPL10 NUFIP1 GOLGA8J NPAT CHSY1 LAMC1 UNC5D NAPEPLD SLC16A1 VPS4B KIF21A CD2AP PDCD6 KDM3B GAN CNOT6L SPPL2A GATAD2B KAT7 PLCB1 GNA13 LPP HDHD5 DNAJC1 MROH1 FNDC3B ONECUT2 CAP2 EVI5 PKN2 STEAP3 HSD17B10 FAM177A1 SLC31A2 ABRA SLC9A2 TMEM41A GCH1 SNX18 SLC8A1 VPS35 CDH9 GOLGA6C TM9SF2 KCNIP1 ELL NIPSNAP2 RHOG PARP16 SLC7A14 UBE3A RAPH1 PATL2 MYZAP WASF2 MAN2A1 NFIA TCF12 PICALM MSR1 PHF13 PGRMC2 ACADVL B4GALT5 LIFR TNRC6B ZMPSTE24 ZNF131 DNAJB14 PPM1E BPNT2 SLC25A37 GRAMD1B CYB5A SLC25A53 SLC31A1 SYT14 DYRK2 EAF1 EIF4EBP1 TMEM128 CTNND1 CXADR GDAP2 PLEKHG2 RAB11FIP5 PRR14L ARL8B GSTCD ESR1 HOXD1 SKI GMFB KIF24 TMCO3 GPATCH8 DDX3X ATF7IP CAMKV UHRF2 TWSG1 PTBP3 GALNT1 SGSM1 ZKSCAN4 NPY1R ITGB1 MESD TRIM66 GOLGA8M E2F3 HIVEP2 FAM81A FZD5 SNTB2 CYYR1 FCHO2 KCTD9 B4GALT1 TBX15 PTPRZ1 BCAT1 SOS2 ANTXR2 FAM133B ZBTB41 SLC17A6 PLOD3 CPA3 SGK1 LRRC1 DGKK XYLT1 SPTBN1 LUC7L2 TUB RFX3 TMED1 GOLGA8N SRGAP1 ADRA2A LIMCH1 STT3A ADAMTS5 TFDP2 GOLGA8B CREBRF SOCS5 DGAT2 PTPMT1 MSRB3 RFX4 USP14 TAOK1 STON2 RTL4 MTM1 TMEM263 TWF1 MAP2K1 ABCA9 SCAF11 AKAP6 NCOA4 GLI3 PGM5 CHST14 ECI2 FUT8 LRRTM2 RAB38 SOX8 FLRT3 ATRN CLOCK LEMD3 SPOPL GOLGB1 TIMM8A ZNF436 CCDC177 FLOT1 PLXNC1 SLC35G1 CCDC141 ANKRD27 NEK9 SYNJ2BP MTMR10 CEP85 ENDOD1 MIR32_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR32_3P ATF1 OLFM3 PLS1 CFHR3 LYN FERMT2 EYA4 BMT2 NDUFA5 NDUFS1 ANK3 MIA2 C21orf91 HTR2A CMPK1 QKI CCDC125 PRPF40A STRADB PIAS1 STX7 AIFM1 SH3BP4 GUF1 TGFBR1 SEPSECS CALD1 CNOT7 ZBTB10 ITPRIPL2 FOXG1 CFHR4 NPHP1 CDIN1 FUT9 MOB1A SLK CADPS TYW3 KBTBD3 TRDMT1 POM121 VWA3B TRIM33 LIN54 ACBD5 PTPN12 ITGB6 STXBP5 STEAP2 CAAP1 RORA SGIP1 PAPOLA RGPD1 MKLN1 APP SRSF6 KIAA1143 NCOA2 KAZN ACOT13 KCNQ5 NDNF ASB8 SGPP1 LMAN1 JPT2 CIP2A CELF2 RNF141 LARP4B PEG10 CISD1 CAV2 ZDHHC17 UBA5 HPCAL1 KNSTRN TMTC2 ARHGEF3 AMACR USP24 PPP1R15B PPP1R8 ACVR2A XRN1 PI15 BRPF3 CD58 MKX USP8 PPP2CB RBMS3 SMNDC1 NAV3 PDE3A CNKSR2 ATP1B1 FAM8A1 TSHZ3 CNOT6L PDCD10 ARL5A CXADR KDM7A SLC2A12 CAPRIN1 JAM3 SPIRE1 DDX3Y SLC66A3 MBNL2 TET2 ME2 RNF217 PREX2 RP2 TWF1 LAMA4 BDH2 ACTN2 KLHL2 STK17B PCM1 KRAS ACER3 SLIT2 PIP4P2 SERPINB4 TMEM174 ATRX NAALADL2 KCNK9 INPPL1 RNGTT CD44 SLC36A4 PHYKPL NUP205 GORASP2 EIF4E3 PACC1 KLHL7 NRAS JADE1 IRS1 USP37 DTNA PAFAH1B1 PTAR1 UTP25 REXO4 ADAMTS6 CPNE3 NRIP1 PPP6C PDE8B C4orf3 SKIL GNPTAB VPS72 CORO2A MYCBP2 KIF5B SRRM1 FLG SLC37A3 TNPO1 NHLRC2 ANKRD39 SEC61G KIAA1549L DAAM1 BRWD1 MAP3K20 THBS2 TMEM108 MTM1 PRKCI TEAD1 FBN1 CREBL2 STOX2 PCDH19 TCIM ANKRD28 PPP2R2A STAT3 HPS5 SCRN1 KCTD13 XK ITGB8 MMD C5orf47 UBTD2 COL1A2 CAPS2 ALKBH1 GK FBXO28 VLDLR SENP7 SEC24D MMS22L PLEKHF2 CSN1S1 TIPRL TM6SF1 SEMA3A LIN28B SIMC1 MYBL1 SAMD8 DOCK5 CHMP4C MINDY2 PDZRN3 ATP11B SNX18 TRMT5 CDK6 SENP2 HEATR5A NDFIP2 C1QBP TBC1D32 HAND2 SERPINB3 BCL11B PDE10A EP300 YOD1 ARHGEF28 CREBZF GOLPH3 SLC25A33 BBX FAM210B AHR PLCL1 PREX1 TMEM196 MIGA1 KLF5 NR3C2 DMRTA1 GABPA ARIH1 ZIC1 CACNA1G ABHD13 PPARGC1A TNFAIP3 USF3 LILRA1 TAPT1 CPNE4 SGMS1 ZDHHC21 EIF3A HOOK3 OSBP GPC5 GDF10 PSMD7 CNIH1 PPM1D NTF3 RAB21 TIPARP SOCS6 TTC28 ONECUT2 BRWD3 LSM8 MAP3K8 MED13 YWHAE UBE2S MNX1 DACT1 L3HYPDH LATS2 MAPKAPK5 ECSCR EMC7 RSBN1 YTHDC2 CNEP1R1 NEK10 NAA30 TBC1D23 KIF11 STAG2 MINDY3 F13B FEM1B INO80D CARNMT1 ZNF215 USP30 CLVS1 EPC1 NEXMIF NGF MMAA LRRTM3 KCTD9 SMC5 STRN GABARAPL2 PTPN4 ATP5F1C EFEMP1 PAXIP1 PPP4R2 OXR1 XPO1 SRGAP1 CAB39 NPAS2 ZC3H6 USP32 HYAL2 FGF4 SLC38A1 NR4A3 SCAI JADE3 MAP3K21 DPP10 KPNA4 SMG1 DPH3P1 USP12 MEIOC LIMK2 HAPLN1 SYNJ2BP MIR153_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR153_3P KIF20A NUDT4 IPO5 KCND1 CCDC50 WIPF1 WIPF2 HPS6 CAP1 CHN2 UBN2 FAM168B DMD MTMR12 FERMT2 CCDC32 SGMS2 BCL2 SMARCD2 FOXO3 AGO3 SATB1 CADM2 ZNF799 HIPK3 USP44 FZD3 TNRC6C ADAM19 RPS6KB1 DGKH KCNRG EXPH5 RPS6KA5 QKI USP28 CD109 SGCZ ROBO2 TNFSF8 BACH2 RAB11FIP2 APBB2 DMXL2 UTY RPL22 RAI14 CACNB4 LDLR AUTS2 GNPDA2 NFE2L2 TXNDC11 DCUN1D1 VASH2 SH3BP4 GRIP1 JAG1 MTF1 FBXL3 AGO1 LAMP1 ANKRD40 ERO1B CNN3 ARMH4 KDM6A ZNRF2 KCTD5 PAXBP1 PAIP1 PPP1R12A JARID2 VWA5B2 SNAI1 PCDH7 SETD7 MORC3 PTPN3 NEUROD6 MIER3 GRB2 GNAI3 MOV10 C9orf40 UTRN ADAM23 SUN2 UNC5A ITPR1 SLC16A7 NFIC RALGPS2 SLCO5A1 KLF7 KCTD6 DUSP3 LIMS1 GMCL1 SLC14A1 CBLIF PTCH1 MAGI1 BEND4 LATS1 TESK2 PLCB1 UNC5C CFL2 TES SLC4A4 C8orf44-SGK3 EBF2 MFAP3L STEAP2 KDSR TMEM168 KCTD1 RYR3 ROR1 FOXD1 CIB2 DCLRE1B RB1CC1 APP SLC1A6 TPCN1 ANKRD29 FRMD5 KCNA1 CBFB OTX2 CMIP BPTF GPR158 NAV2 SPHK2 PRDM2 KLF5 FAM102A UBE2K NFIB PCTP ISCA2 ZCCHC14 ATXN7 PIGA GABPA GAREM1 CELF6 DACH1 RASL12 FOXR2 IBSP NPTN ZNFX1 UXS1 MAP4K5 FURIN TRUB1 PMP2 SOCS2 TP53INP1 OTUD4 SEPTIN8 HTR1F NFATC2 RABGAP1 YIPF2 SLC9A9 PCLO ABHD13 ACTN4 TMEM38B TAF1 SERTAD2 RBAK MDN1 SPTSSB DESI2 FBXO33 SPTY2D1 ZBTB43 HERC3 MON2 LAMC1 FBXO8 TBC1D19 PTBP1 TTYH3 MOSMO ATAD2B TCERG1L FAM168A NRARP GAN SPATA18 FEM1C FBXO4 EPDR1 ZFYVE9 PPM1D DCLK1 ZNF385D TTC6 GAB1 ROCK1 RICTOR KCNQ4 MYCBP TTC28 ZNF704 GGCX CAPN15 ZNF441 ANGPT1 ZBTB2 ANK1 RUNX2 MITF PIP4P2 MEF2C CITED2 SGK3 BTBD7 PAX4 FAM160A1 RASA1 ING2 CUX1 CKAP4 RNGTT OPRM1 NFIA FAM214A PHF13 ADGRA2 ACAP3 RYR2 UBFD1 GATM PDS5A PDP2 CACNA1B TNRC6B LAMP5 ZNF592 NEUROD4 EPHA4 GFPT2 JADE1 SIGMAR1 SESTD1 KMT2A OSBPL6 SCN3A DYRK1A KATNIP SCLT1 AZIN1 CAMKK2 CLCN5 TAGLN3 AMPH DNM3 PLEKHA3 INO80D ADAMTS8 KCNH7 ITSN2 ZDHHC1 GRIK4 ARID1A HEY2 BSN DENND1B ZNF521 USP31 SEMA4G LRP12 RASSF4 ADO SGCD UBE2W GJB4 COL19A1 DPY19L1 IDO1 XYLT1 OXR1 ZCCHC2 ATG5 IRX2 SCML2 SPTBN4 APC IFFO2 SBNO2 KMT2B SOCS5 GALNT7 WWP1 HLCS GLCE ZNF443 ME1 GRIP2 SORL1 C5orf24 KCNA6 POU4F1 INHBB PIK3R1 ASB7 KBTBD8 OTUD7B C21orf91 RCOR1 NFATC3 RTN4 SYT10 DLG2 DDIT4 ZDHHC6 C2CD2 PURA KCNIP4 MBTD1 WDR26 MIR185_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR185_5P PCDHA2 ADAM22 EXOC6B HDX LYN RAE1 FANCA ZNF557 SLC30A3 PARP11 TMEM139 SPATS2 GNB3 RHOT1 TUBGCP3 HCCS FIGNL2 KCNN3 USPL1 RHOA SHISAL1 XYLB MON1B ATAT1 ENC1 FAM222B SNAP25 ZCCHC12 PALM2AKAP2 SUMF2 TRIM58 SARNP FAM234B POPDC2 UBE2H ARMC8 ATP1A3 GRIN2B MLLT11 XKR5 RDX GINS1 SF1 FAM76A AFAP1L2 CNTLN ZNF236 AR PIM1 OPRM1 RAB35 ABCG1 SCD ISG20 PCDHA12 SMG7 PREPL CSRNP2 AGO1 ULK4 CTDNEP1 RORA SPATA2 CA10 AKR1C2 NMNAT2 TPD52L1 CENPO SSX1 SEL1L3 KANK2 YIPF1 RCC1L CDYL2 SIGLEC1 RERE TRPM3 ERCC6 SYNM NCAN PCDHAC2 UBE2D4 ANKFY1 INTS6 NFATC3 LDLR CNOT9 ATXN1 KCNJ5 C7orf77 FMN1 PCDH9 BCAT1 HCN4 PAK6 ZNF2 PHF21A USB1 CHMP7 PCDHA10 STX6 TBC1D19 GEMIN7 UBXN10 C17orf77 ELOVL4 FAM163B ABCG4 SH3BP2 PM20D1 ZNF704 YWHAG TMEM165 CD209 C3orf14 DLG2 CASP14 CDC42 CGN SLC8A1 CNTNAP5 WDCP KCNK9 FAM135B MS4A3 SMCO4 TCF12 PMF1 HIC2 EPB41L1 SIPA1L1 CCNL2 LAMP5 PCDHA5 COMMD2 SPTB TOX3 RALGAPB LRRC32 RRNAD1 WNT1 ATP6V1F CNTD1 BTLA HIF1AN CXCL9 EIF2AK1 PBX2 CPNE6 CDH4 FOXN4 PCDHA9 MRPS21 MRPL34 TCP1 LHX2 ARF3 USP3 XYLT1 PPP1R3B NHLRC2 ARID1A DCX CARF FOXP4 HDAC5 PCDHA8 PRR5L SIX3 GTF3C4 FCRL3 ADH4 SORL1 ADGRB1 AKAP6 MECP2 EFCAB2 GJA5 ZNF586 ADGRL1 SSTR2 PCDHA3 LCOR GPX3 EPHB2 C5orf51 PCDHA6 SRGAP2 PNP MAU2 GATAD1 ANKRD45 MXRA5 SOGA1 CACNG4 RGS8 SIX1 PRKAR2A CSMD2 ZNF662 HOPX KLHL29 MAT2A NR1D1 BASP1 ETV3L LRIT1 CCND2 EMC10 RASEF NBN FBXO41 PCDHA13 DCTN3 HIPK2 ACACB KIAA1328 GPR84 GPNMB MS4A2 FBXL17 GJA1 TPMT SOX5 KLK5 PRR23A FANCD2OS WNT9B TSPAN18 DDX18 TBC1D5 PCDHA11 PHLDB1 EFTUD2 GSTA4 DEFA5 PCDHA7 PCDHAC1 SDF2 SGMS1 MSI1 EPPK1 SIX2 HOOK3 PCDHA1 ADRA1A ZNF473 NOTCH2 SNX30 JAGN1 KPRP PATZ1 TTC28 ST20-MTHFS TAP2 HP1BP3 PGLYRP4 SYN1 NPNT RIC8B TMEM150C TAF5L SLC17A2 MTHFS ORC5 CFAP44 SREBF2 INO80D ZNF444 NETO1 TRIM66 SLC25A28 BSN MAB21L2 PCDH10 PLEKHA5 RNASEH2B RNF20 MIER1 SLC16A2 FZD4 SOX13 CEP104 B3GAT1 PCDHA4 KAT6A TBC1D30 CARD18 PXT1 DYNLL2 FAM151B TTBK1 DOCK3 LPCAT3 MIR4263 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4263 AGFG1 FAM114A2 ADGRG6 BVES OXTR ZADH2 ONECUT1 CRIM1 SAMHD1 SPATA13 HDAC9 DGKH DNAL1 C11orf54 CUL3 ANKRD44 BRPF1 FSHB FBXW7 KCNMA1 PIAS1 STAC3 MOB1B ETNK1 ZNF302 BANK1 CRKL CSNK1G3 ARHGAP29 CRISPLD1 RANBP3L HSPA12A ELAVL4 PCNA ZBTB10 MTFR2 SINHCAF EFNB1 BRD7 FUT9 PGRMC1 PUM2 THAP5 CERK CYTH3 TSC1 PWWP3B MOB1A CAPZB NARS2 PML ZNF507 ASPH RIC8A SLC4A7 CCDC148 HACE1 RALGAPA2 METTL14 TRIM33 PPP1R2 MRE11 ZFX C8orf44-SGK3 RALA MTF2 INSIG1 PRKAR1B LMBR1 LEPROT GRM5 NUDT5 PHF3 KLHL15 LARP4 TOMM70 CC2D1B CERS6 PCGF5 GABRA4 KANSL3 TMF1 RNF182 CUX2 GNS ZBTB18 SNX10 PIGT ERICH3 TRIM4 IGF2BP2 RFX3 TATDN3 OSBPL8 ANTXR1 LCLAT1 FOXN2 TMEM33 RBMS3 SLC26A7 PEX5L ZNF681 ANKS1A BEND3 EMB LPP DISC1 PJA2 P4HA1 RAB11A PLEKHM3 BMPR1B ADGB THSD7A C5 SPARC SGK3 LY75-CD302 STAU2 HRH4 HPRT1 ST8SIA4 ZNF678 TNF ITGBL1 NFAT5 GUCY1A2 GOPC MGA RPGRIP1L SRSF3 TTI1 MXRA7 DIXDC1 STAG2 FBF1 BMP2 DAZL HOOK1 SLC30A4 FGF2 CPT1A PCSK5 ANGEL2 PNPT1 B3GNT5 CEP57L1 VRTN SLC35G1 ANKRD12 TTC29 PANK1 ARID1A BICD2 KLF6 ADAMTS5 ZNF714 TRIM2 SYT13 SP4 ACSL4 MECP2 SEMA3D FBN1 NDFIP2 DDX42 NR1D2 ITGB8 CD302 MGAT4A YY2 CFAP97 MIB1 EIF4A2 FZD3 SRP9 PER2 SLC39A10 SAMD8 CEACAM7 LIN52 PTPN14 DMC1 KRT40 CNEP1R1 ZNF280B WDR72 IPMK IKZF5 CKAP5 ARHGAP42 NDST3 PAPOLG AVL9 MFSD4A LANCL1 METTL9 FBXL17 TAF5L RLN2 KCNA1 ICA1L CEMIP IGDCC4 EFNA5 MIGA1 ZFP36L2 FMR1 SERAC1 MRPL35 CXCL11 GPR88 MTSS1 DSEL TMEM38B DENND5A GRM3 HOOK3 ONECUT2 MMGT1 ATP10D JCAD PRKCB MEGF10 ACTR2 RB1 ZEB1 PARP1 TXLNG DPYS AAK1 CXCL13 CLVS1 LGALS8 NEXMIF CMTM6 UBR3 GDAP1 ADO C1orf74 PTPN4 MOB4 ABCA10 ATMIN SRGAP1 NUFIP2 ING3 CHAC2 PPTC7 ZMAT3 KAT6A GOLIM4 NR4A3 SCAI ASXL3 LIN7C MOXD1 KCTD16 CLOCK SEPTIN7 FBXO42 GJA3 ZNF776 MIR1200 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1200 UBN2 HDX ELAPOR2 LYN ZNF717 OTUD3 TMEM41B C17orf75 CREM ZNF281 ATP11C LIMD1 NRN1 ALG9 HOMER1 ZADH2 HOMER2 TNRC6C CTBP2 MIA2 ABI2 C11orf54 ETS1 SLC9A3 THRB HPGD HCCS TSPAN9 VANGL1 RCE1 TGFBR2 TFDP2 MTDH PAQR8 GLT8D1 SLC11A2 FBXL3 ACSL6 SHISAL1 SUV39H2 NPC1 SECISBP2L CCDC117 PPP1R12B INTS14 DIO2 DPP4 BCL11B APPBP2 UGT3A1 ACTL6A SOX30 THUMPD1 DGKE ARPP19 AP4E1 TRERF1 HCK RBM41 ZIC3 RPL13 DOCK9 PPP1R9A GMCL1 CREB1 SP1 PIEZO2 USP33 PTPRO MYT1 IGDCC3 CAMSAP2 SRC PDE4D PDE6B HTR7 STAC2 USP13 COL21A1 GRIA4 PTK2 RASSF5 TMEM121 DOCK11 LOXL4 ZNF805 PITPNC1 SLC14A1 FBN3 UNC80 WASHC4 TNRC6B CNPY1 PCTP ACTB SRRM4 IRF2 NCOA3 CIAO2A KLC4 RPS6KA6 TOMM40L FAM53B JAKMIP2 CHFR POLR3G ABCC9 SLC39A8 LRRTM1 ERBB3 LRRC15 CHIC1 JAKMIP3 CDCA7L SOX12 CRELD1 THPO ITGAL FEN1 IKZF2 FAM107B PTPN7 DEDD2 C17orf77 SLC2A12 UST TMEM154 ATG2B EIF4EBP2 LPP NAA15 BACH2 RP2 GRAMD2B CAPN15 BNC1 PKN2 EPB41 ASXL2 CYB5R4 PIP4P2 PXN MTERF1 BTC LRRC8E KLHL36 UBE3A TRIM9 NPR3 ZNF264 HAPLN4 ZNF516 KLHL9 MPPED1 IL25 PPM1E AMMECR1L LAD1 SCN4A EML4 ANO3 IRS1 RRP15 PDE3B CASP6 IRX2 MICOS10 KLF3 DIXDC1 DNMBP CTAGE15 BMP2 NRIP1 ABRACL SGSM3 CCDC62 RBM7 ILDR1 YWHAB PBX2 TMEM251 CDH4 ADNP2 CUL1 ERMP1 FNTB MYCBP2 COCH INSR ZNF48 HNF4G ZNF609 UNC5D ADAM10 LDB2 SBNO2 PELI1 TENT4B LMCD1 FGFR1OP2 DNAJC27 TRIL ABCC5 MORN5 TLN2 MPLKIP TRIM44 KIF16B APTX BDP1 NFAT5 SLC35G1 ARL15 EML1 MBTD1 POC1B HOXB2 TANC2 BBC3 ALDH1A2 PTPN2 RAB11FIP2 PLRG1 GATA6 SLCO2B1 ELMOD2 ABCG2 LIN28B POLE3 CEBPG SLC24A2 SRD5A3 PLXNA4 PSEN1 PAN3 IPMK SLC27A4 CBX2 SEMA5A NEURL1B BEND4 ZNF646 NDST3 RASGRP3 GABRA5 ZZEF1 KLF13 ZNF397 FIGN ZXDC SLCO2A1 DHX35 ZNF451 SOX6 PCDH17 UHRF1BP1 IBSP WIPF3 CTAGE6 MAP3K1 NUCKS1 TMX1 VGLL3 DESI2 SOX11 MTCP1 CPNE5 MPHOSPH9 GALNT6 HOOK3 PUS10 FOXK1 SETMAR IPCEF1 TTC28 RELN ZNF664 NUTM2G PLXNA2 BRMS1L ENDOV JOSD1 ZRANB1 LIN28A HIF3A LATS2 RSBN1 ARHGEF39 DYRK2 SLC7A11 UHRF2 TMEM64 NATD1 OGFRL1 POTEE AJUBA GTF2H1 GTF2A1 UBR3 OSBPL8 RBBP5 PLPPR5 MEOX2 RPS6KL1 KCTD15 LCN10 POMGNT1 COL24A1 APOO CLCN5 DLX3 H2AZ1 MCFD2 SLAIN2 HTT CACUL1 STK4 BICD2 MED22 TRPV5 CLCF1 NR4A3 ZSWIM4 CAND2 L3MBTL4 TRNP1 CTBP1 ZSCAN23 TTBK1 IDE USP12 MEIOC ISCU MIR889_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR889_3P TFPI2 HDX CFHR3 ELAPOR2 SLC20A2 UCHL5 FN1 TCEAL9 DDX3X CYP4F3 MAGI3 A1CF CNTN4 LRCH1 RCE1 IAH1 TRPS1 BBX THUMPD2 MCMBP ECHDC1 DPP8 OGFRL1 GPATCH2L ADGRG1 CLPX DLG1 WTAP YAP1 PGAP6 TMX3 FAM91A1 SAMD3 TBL1XR1 PHACTR4 FAM219A CPEB2 BRD7 SEPTIN2 PPARG SLC16A7 CYP26B1 SHCBP1 MTMR7 ABI1 CREB1 SLC4A7 RIMKLB ACTN1 PER3 ABHD3 FGFR2 HIF1A YEATS4 CAMSAP2 PCMT1 OSBPL3 MTF2 RORA SGIP1 UPRT ROR1 LSM3 GUCY1A2 GHSR SLC14A1 CUL5 PCDH15 LARP4 UNC80 IL20RA ZNF490 ZIC4 PCDH11X USP1 TMEM182 SRP68 SLC66A1L EPM2AIP1 CITED2 RPS6KA6 ZDHHC17 SATB2 PTER GTF2A1 APLN VPS54 TCEAL1 PI4K2B ITGBL1 TMEM59 TNFSF4 STK32A DTWD2 PDE3A USP6NL PTEN NEDD1 WNT7A CAPRIN1 RNF2 DDX3Y HSPH1 RNF217 SLC39A9 KLK7 CD1C C7orf33 TLK1 MYZAP YIPF4 RNF14 ADGRA2 NSG1 CDCA3 PLGRKT ZNF275 NFAT5 CNGB3 S100A2 PTAR1 GDAP2 RABEP1 LAMA2 OTC AASDH FGF12 CAMK2D ZNF780A TRDN MAPKAP1 FLII SLC17A6 MIPOL1 SDE2 COL19A1 EVI5 CEP97 BRF2 USP9X KCNH3 USP15 NEGR1 YKT6 MLF2 RPA1 STXBP6 LIN7A SCAMP1 SLC11A2 KLRG1 DENND2A SEMA3D PHF6 KANSL1L ICE2 SLC7A3 STOX2 RD3L KIF23 ZC3H12C COL2A1 RTL6 ZEB2 GLIPR1L2 KCND2 WDR44 WBP4 CLOCK KIF20A KPNA1 MMD UCP3 DUSP12 PDZD2 CRAT BCAR3 CPEB3 MINDY2 KCTD5 C1D FAM83B PROSER1 ABHD17B ABHD5 TMTC1 GLCCI1 KLHDC1 AKAP5 SEC11A BORCS7 SULT1E1 TBX18 PLCL1 GYG1 MEX3C LRRC19 FOXR2 RGS5 FSBP ZIC1 KIF18A GJC1 ALKAL1 SPRY1 WDR43 TOB1 VPS25 EREG HSF5 ZNF624 NETO1 ANKRD50 SMAD6 SMS RAB9A CENPC FUNDC1 ZFR TFG NATD1 ERCC6L2 CDKN2AIP PCDH10 KLHL24 MSANTD1 ADO HECA PDE12 PLSCR1 ACYP2 CLDN8 NR4A3 SCAI MAL2 ANAPC7 LIN7C QRSL1 TNFSF12 SYT10 SCRT2 LRRC4 CXCL5 SLC24A1 ATP5MG MIR34A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR34A_5P KDM5D PNOC ASIC2 MDM4 MPP2 LILRA1 ADAM22 NCDN BCL2L13 CAMTA1 CBX3 WIPI2 FKBP1B CACNA1E ZNF281 KLF4 NRN1 SOGA1 BTBD11 SLC4A7 TBCK FOXJ2 RPGRIP1L TANC2 ALG13 RCAN1 ASB4 FAM117B RALGPS1 SHKBP1 CYREN CACNA1C NUMBL CACNB3 PAX5 AMER1 CPLX2 PURB SSX5 ZYG11B FAM76A SERPINF2 DNAJC16 SAR1A HNF4A RAP1GDS1 TMEM74 AXL CA10 LIN28B GREM2 HTR2C JAG1 INA THSD4 FUT8 HSPA1B CHM ABR LGR4 MCIDAS E2F5 TMEM164 PPARGC1B PTGIS RDH11 SNAI1 TMEM109 FAM107A ELMOD1 NECTIN1 S1PR3 TBL1XR1 FUT9 SURF4 SLC27A4 SLC25A27 LEF1 PEA15 TGIF2 PLAG1 CDK6 ISY1 PPP2R3A TASOR AKIP1 CNOT6 MYCN FGF23 GINS3 DLL1 TPCN2 WASF1 RAD9B PPM1A RRAS RGS17 POGZ ACSL4 METAP1 STX17 SFT2D1 ACBD3 MYT1 TAF4B SDK2 PDXK PKP4 MET PPP1R10 NCEH1 KCNK3 FRMD5 DGKZ CREB3L2 XBP1 CELF3 DNM1L CAPN6 NOTCH1 PITPNC1 GPR158 AHCYL2 PLEKHH2 TNRC18 CNTN2 SYNJ1 SGPP1 TSN MEX3C LMAN1 KIAA1217 CERS6 ASB1 ZNF304 TMEM255A MAP7D3 NAV1 PPP1R16B SGTA CUEDC1 PGM1 ARID4B NPNT VCL ZDHHC17 ZMYND11 SATB2 FAM167A TAF5 OAZ2 ZCCHC17 IGF2BP3 GMNC ZNF644 SNX12 ERGIC1 LYST PLOD1 ALDOA YTHDC1 ABCD1 ARHGAP1 MYH9 JAKMIP1 BRPF3 ZNF16 FAM83A JADE2 FOXN2 SNX9 CAMK4 SLC44A2 ZMYM4 ZBTB20 NAV3 PPP1R11 GABRA3 TMEM200B SEMA4B ESYT3 UCN2 MLLT3 ZNF551 CLCN3 STRN3 DPYSL4 NOTCH2 DPP3 ANKS1A ELL2 COL26A1 IL6R MGAT5B HCN3 LDHA UBP1 PEG10 STAB2 RAB21 DMWD RELN FBXO30 RTL8A CDH9 BMP3 SHOC2 AGO4 NRIP3 ZFHX4 VAMP2 TMEM184B PRKD1 FLOT2 PACS1 ANP32A ZBTB9 SEPTIN3 RPS6KA4 LMAN2L RTN4RL1 TRIM67 EPHA4 XPO5 CDC25A ACSL1 GPR22 CDH4 SIDT1 DAGLA ZDHHC16 UNC13C STK38L DIXDC1 GMFB CTNND2 CDH13 UHRF2 TMEM79 ARHGEF33 NOS1AP ANKRD52 EPS15L1 E2F3 NSD1 PDE7B SNTB2 CCNE2 MLLT1 USP31 ANK2 FGD6 GOLPH3L OLIG3 SRPRA ADO TOB2 LHX2 ADIPOR2 CA7 SLC37A3 GAS1 SYT1 XYLT1 GP5 RPS6KL1 ATMIN ATG5 RFX3 EML5 DCAF7 TRANK1 BNC2 PDGFRA ATG4B TENT5A DAAM1 GALNT7 MBLAC1 RRAGC C14orf28 SMIM15 SCN2B SNX15 LIMD2 OSGIN2 MMAB BRINP1 GLCE MAP2K1 TPD52 SUCO CBFA2T3 ERC1 FRA10AC1 CLOCK PPFIA1 ADD2 SHISA7 RTL6 ARHGAP26 TPPP KITLG ANK3 FOXP1 SIDT2 EPN2 MGAT4A MTMR10 MIR6074 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6074 AFF4 DIP2B ZNF148 SLC38A2 MACIR CDKN2C ZNF423 PEX11B NDUFA5 GRIK3 CXCL6 HIVEP1 ATG5 DNAL1 AKIRIN1 GPAT3 HTR2A QKI MSANTD4 MARCHF7 THRB HPGD RHOT1 A1CF CHD9 RAB18 SCOC SAMD5 MCM8 PRDM5 ZNF605 SPATA6 GSE1 PSD3 CDH19 ZNF326 COL4A4 PTGER3 CROT BRINP3 AKAP11 GTF2A1L ARFIP1 ELAVL4 PDIA6 ZBTB10 SNTN AQP4 SLC6A15 FUT9 DUSP16 TNKS2 SUCLG2 NCAPG2 CADM2 FAXC AP1S3 GNPDA2 GXYLT1 CYBRD1 ARMCX3 CFL2 SETBP1 NUDT7 DST TRDN IRF2BPL SGIP1 UTP14C KCNV1 IRAK1BP1 PHF20L1 SPAG9 STON1-GTF2A1L DCUN1D5 CHUK ERAP1 IDE DIPK2A CDYL2 PCGF5 PIK3C2A JUNB IRF2 AIFM1 AK6 DCLK1 CREBBP SOCS4 ENPP3 RBM7 RPS6KA6 ZBTB21 RBSN AQR SGO1 GTF2A1 ACTR3 ZNF680 ABCC9 FBXO38 MAN1C1 RFX3 SP3 CCZ1B RASGRP2 YAF2 OAT GABRG2 SORCS3 R3HDM2 CXADR SOX5 CHD1 LPP NAA15 RIPOR2 KLHL2 TRIP12 STK17B FBXO30 ISOC1 PIK3CA SGK3 NAALADL2 FOXD3 STAU2 PCDH18 SNX13 FAM241A PTPRN2 STRAP TTC9 VNN1 MGA ODC1 WDFY3 UBE2W RP1L1 ZNF816 KLF10 DLC1 RNF121 ANKRD20A4P RXFP1 MIPOL1 SLC37A3 CKAP2 EVI5 PDP1 MCTS1 TUSC1 ZNF780B NPY2R ADCYAP1 TENT5A TSPAN2 BRWD1 TMEM243 RRM2B TMEM108 TENT4B SMAD2 TMEM135 ZNF283 FGFR1OP2 POLK PNISR PRG4 ARFGEF1 ZFYVE16 ITGB8 ARL15 ITGA4 BAG4 CFAP97 MMD ZNF658 GLRA3 TRIM38 NCKAP5 SLC35F4 SERPINB10 G6PC2 GNPNAT1 NIP7 ITFG1 ERO1B MAP9 NBN SELENOT GNAI3 TNPO1 ANK2 EPHA5 CALCRL PRDM13 MAP3K2 LRRCC1 SYNJ1 SAP18 CDC6 ZNF844 PWWP2A GRIA4 BEX1 KIAA1328 EP300 IL22RA2 ALG10 ERRFI1 TULP3 ZNF37A FBXL17 SNX31 CALHM5 CNGB1 SHC3 NTNG1 CLK2 FANCF SYT16 GPR180 NLGN1 ARMC2 MTERF3 USF3 FRMD3 RFX7 ZC3HAV1L ADH7 SSPN LRPPRC GOLGA4 TRIM23 ZC3H14 CD2AP GOLIM4 ZBTB25 ZNF624 DDX53 ZNF124 DAAM2 ZNF28 RSBN1 OR9Q1 NAA30 KIF11 ANKRD20A1 CDC40 PYGO1 KDM4C ZSWIM2 ST8SIA4 MSTN PTPRJ TMEM236 PHIP KRT20 RAB44 ELAVL2 MELK MRPL17 NEK2 MEP1A CYBB MMP13 LMO7DN ANKRD20A2P RHOU CDS1 TRAPPC8 FANCL ATP5MG SFMBT1 MIR449A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR449A KDM5D PNOC ASIC2 MDM4 MPP2 LILRA1 ADAM22 NCDN BCL2L13 CAMTA1 CBX3 WIPI2 FKBP1B CACNA1E ZNF281 KLF4 NRN1 SOGA1 BTBD11 SLC4A7 TBCK FOXJ2 RPGRIP1L TANC2 ALG13 RCAN1 ASB4 FAM117B RALGPS1 SHKBP1 CYREN CACNA1C NUMBL CACNB3 PAX5 AMER1 CPLX2 PURB SSX5 ZYG11B FAM76A SERPINF2 DNAJC16 SAR1A HNF4A RAP1GDS1 TMEM74 AXL CA10 LIN28B GREM2 HTR2C JAG1 INA THSD4 FUT8 HSPA1B CHM ABR LGR4 MCIDAS E2F5 TMEM164 PPARGC1B PTGIS RDH11 SNAI1 TMEM109 FAM107A ELMOD1 NECTIN1 S1PR3 TBL1XR1 FUT9 SURF4 SLC27A4 SLC25A27 LEF1 PEA15 TGIF2 PLAG1 CDK6 PPP2R3A TASOR AKIP1 CNOT6 MYCN FGF23 GINS3 DLL1 TPCN2 WASF1 RAD9B PPM1A RRAS RGS17 POGZ ACSL4 METAP1 STX17 SFT2D1 ACBD3 MYT1 TAF4B SDK2 PDXK PKP4 MET PPP1R10 NCEH1 KCNK3 FRMD5 DGKZ CREB3L2 XBP1 CELF3 DNM1L CAPN6 NOTCH1 PITPNC1 GPR158 AHCYL2 PLEKHH2 TNRC18 CNTN2 SYNJ1 SGPP1 TSN MEX3C LMAN1 KIAA1217 CERS6 ASB1 ZNF304 TMEM255A MAP7D3 NAV1 PPP1R16B SGTA CUEDC1 PGM1 ARID4B NPNT VCL ZDHHC17 ZMYND11 SATB2 FAM167A TAF5 OAZ2 SMAD4 IGF2BP3 GMNC ZNF644 SNX12 ERGIC1 LYST PLOD1 ALDOA YTHDC1 ABCD1 ARHGAP1 MYH9 JAKMIP1 BRPF3 ZNF16 FAM83A JADE2 FOXN2 SNX9 CAMK4 SLC44A2 ZMYM4 ZBTB20 NAV3 PPP1R11 GABRA3 TMEM200B SEMA4B ESYT3 UCN2 MLLT3 ZNF551 CLCN3 STRN3 DPYSL4 NOTCH2 DPP3 ANKS1A ELL2 COL26A1 IL6R MGAT5B HCN3 LDHA UBP1 PEG10 STAB2 RAB21 DMWD RELN FBXO30 RTL8A CDH9 BMP3 SHOC2 AGO4 NRIP3 ZFHX4 VAMP2 TMEM184B PRKD1 FLOT2 PACS1 ANP32A ZBTB9 SEPTIN3 RPS6KA4 LMAN2L RTN4RL1 TRIM67 EPHA4 XPO5 CDC25A ACSL1 GPR22 CDH4 SIDT1 DAGLA ZDHHC16 UNC13C STK38L DIXDC1 GMFB CTNND2 CDH13 TMEM79 ARHGEF33 NOS1AP ANKRD52 EPS15L1 E2F3 PDE7B SNTB2 CCNE2 MLLT1 USP31 ANK2 FGD6 GOLPH3L OLIG3 SRPRA ADO TOB2 LHX2 ADIPOR2 CA7 SLC37A3 GAS1 SYT1 XYLT1 GP5 RPS6KL1 ATMIN ATG5 RFX3 EML5 DCAF7 TRANK1 BNC2 PDGFRA ATG4B TENT5A DAAM1 GALNT7 MBLAC1 RRAGC C14orf28 SMIM15 SCN2B SNX15 LIMD2 OSGIN2 MMAB BRINP1 GLCE MAP2K1 TPD52 SUCO CBFA2T3 ERC1 FRA10AC1 CLOCK PPFIA1 ADD2 SHISA7 RTL6 ARHGAP26 TPPP KITLG ANK3 FOXP1 SIDT2 EPN2 MGAT4A MTMR10 MIR6739_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6739_5P SELENOI NHSL2 AFF2 SUOX FMO1 KCMF1 DLG3 LYN AGO3 CACNA1E TMOD2 ARCN1 MAPK8 KPNA3 DGKH ZDHHC18 PDK3 ATP6V1G2 BCL9 MCTP1 FAR2 BRPF1 KLF12 MCM10 LIPA ZNF3 C1orf198 SULT1C4 YWHAZ BHLHB9 CHTF8 ZNF84 TGFBR1 PKD2 TRABD2B ZNF326 SHISAL1 ZBTB20 ST3GAL1 SH3D19 STRADA C9orf72 PLA1A FAM234B TMEFF2 ADAM23 TSC1 FAXC C6orf89 PAPPA ATXN2L ANKRD17 RPP14 OPN3 MARK1 ASTN1 WDR5B CDH11 NFIA GAS7 DSCAM GRM5 CCDC30 IPPK LUZP1 USP46 SHPRH PLS3 RNASE9 PTN ARFGEF3 KLF8 SLC13A5 SRRM4 KIF21B EPM2AIP1 SLC18A1 CXCL12 ASCC3 CLEC7A LANCL1 NCAN TDRKH RC3H1 KNSTRN GSPT1 VCL PPP1R15B RABGAP1 ZBTB43 ERBB3 EPS8L3 KRBA1 PCDH12 PPIP5K2 UCMA BRPF3 GORASP1 PSTPIP2 MIA3 RAB5B ATP1B1 CXCL14 EPN1 HSPA9 ANKS1A FBXO4 SEMA3G BTN3A3 ATL2 RICTOR PREX2 ZNF704 YWHAG TMEM185B C3orf14 THSD7A CGN FGF18 GEMIN8 NOVA2 CTNNA3 RAD54L2 CDCA3 TIGD3 EFR3B FNDC3A TMPRSS13 LMBRD2 GUCY1A2 PLEKHS1 TRIM47 COLGALT2 TTC9 PARP15 ACSL5 GKN2 SNRK PPM1L FILIP1 DNAJC6 HERC3 HLA-DQA2 SH3KBP1 ZMYM3 NCBP3 C1orf229 ZKSCAN7 PBX2 VTCN1 TBX15 TOB2 EVC GPLD1 MARVELD3 SMIM12 NPAS3 SLC4A8 MAPRE2 SPICE1 GSTT2B MARCHF4 WDR26 SHTN1 NUDC TMEM127 FAM120A SENP1 MECP2 ADGRL1 CREBL2 SAMD10 ZEB2 RTL5 MYCL C5orf51 TACC1 TESK2 ACP7 MAT1A CHD3 MMD HAO1 FECH FKBP5 STYX MBOAT7 F5 RAET1E RORA YIPF5 DPF2 TMEM164 STRN4 PLCD4 TNFAIP1 NOTCH2NLA TTI2 RAPGEF6 ACER2 SNX11 ARHGAP36 APOOL PCGF3 RBM4B HSPB6 GOLPH3 TERF1 XBP1 MEGF8 EFNA5 AAMP MEX3C UHRF1BP1 PFN2 SNX27 VANGL2 RPH3A CLASP1 RAVER2 ATP8B4 ERGIC1 AMMECR1 SCUBE2 ABHD13 NEUROD1 LRTOMT TMEM217 HDGFL3 RNF175 RND3 ZDHHC21 ENTPD4 CDK5 NALCN OSBP DLC1 LZTS3 WDR43 KSR2 EBF3 GPC6 ADNP VPS25 TAP2 SPOCK3 TIGAR PRKAB2 SLC7A14 ABCC1 LOX RAB8B ANTXR1 ZBTB9 GLYATL3 HLA-DQA1 PFKFB2 KMT2A AAK1 PIGN TNIK NSD1 GK5 CLASP2 DCAF16 RGS8 RAB33A KLHDC10 MEP1A HMGN5 GRM6 KLHL3 POU3F4 CADM1 FRA10AC1 IGF1 ZDHHC9 KLF14 FOXN1 MIR6083 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6083 BCL6 BTBD1 MDM2 ZNF280D FZD6 MEF2C BMT2 CCAR1 ITPR2 C1orf112 DNAJB4 PGR TMEM178B VEGFA LRRC39 PGBD2 C11orf54 GRIA2 QKI B4GALT6 ANKRD13A SLC35F1 CACNB4 GRAMD1B ZFAND5 LOXL3 ZBTB20 IPO7 CDC37L1 DLG1 CRISPLD1 ELAVL4 RNF139 CHCHD7 FAM122B CCDC88A FAM13C HCK PWWP3B CDK1 MTMR7 SMAD7 SCN3A PIK3R2 SLC4A7 PAPPA KCNT2 ANKRD17 PTGER4 PRDM1 CYSLTR1 RNF170 ACBD5 MTX3 MACROD2 RORA PTK2 GCSAML SLC1A2 SGMS2 LARP4 PHYHIPL ESD PPA2 LDHA CACNA1B PCDH11X FSD1L ROCK2 RNF141 GSK3B ANXA4 NPR3 CREBBP CRY1 UBA5 SPRED1 CDK8 HTR2C WDR36 RABGAP1 CLEC4E SP3 NEK7 PI4K2B C1GALT1 AFG1L ZBTB18 CSMD3 ARL14EP GFRA1 TBX4 ASAH2B PRDM11 CHD1 WNT5B HS2ST1 SFRP2 ASXL1 ATL2 FUBP1 ZNF326 SHOC2 DLG2 TPBG SLIT2 SEC22C MAP2 RAB30 C18orf32 CXCR4 CHML KHDRBS1 ATP10A AMER2 ZNF713 PDIK1L SLC27A6 SNX13 RPL17-C18orf32 EAPP NFAT5 RSPO3 ALKBH8 ESRRG RPGRIP1L GCN1 MBLAC2 LRRC31 IRX2 POGZ CLEC4C PIAS1 CHRNA5 UGT2A3 CPED1 MANBA FREM1 PRRC2C RHBDD1 OGN POGLUT3 PTPRZ1 MYCBP2 SGCD C5orf24 SLMAP MPP6 USP53 NEGR1 ADAMTS5 RAB27B GBF1 RALGAPA1 MAFK SCAF8 ARHGEF11 PRG4 POF1B MED26 FKBP9 RANBP9 TRIM38 NBEA CCDC162P SENP7 NIPBL PCCA SEMA3A SLC24A2 LMO7 MINDY2 SETD3 USP27X PLPP3 PRDM8 SNX1 BNIP3 MAP3K2 XPO4 ARAP1 CADM2 LRIG3 HAND2 PDE10A CREBZF TULP3 ZNF451 UGCG CSPP1 LAPTM4A MRPS35 AHR SEMA3F TNRC18 TMED5 DUSP10 ZIC1 TMEM38B ACKR3 RFX7 RFLNB MOSMO CD2AP MEX3B DCP1B CNIH1 C16orf87 EXTL2 NTF3 RAB21 IQSEC1 GCG TECTB LSM8 GRIA4 DACT1 SMAD6 ACTR2 IFIT2 LIN28A SCUBE1 CDK19 SELENOF SUZ12 RAD51AP2 LPCAT4 NIPSNAP3B SLC7A11 FEM1B PPIL4 GALNT1 INO80D FOXF1 CDKN2AIP AVPR1A USP42 CLMN HDAC1 PSMC3IP KCTD9 TBC1D23 HSD17B11 NHLH2 PTPRK AKTIP SPEN STK4 CLIC2 LRRIQ1 KAT6A CNTN3 SENP3 WNT3 GRHL1 LEMD3 IDE DNA2 PURA MIR3619_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3619_5P CXXC5 BTBD1 DMXL2 DBNDD2 CBL MAPK8 BAX GALNT18 PCDH20 PYM1 FGF14 QKI KBTBD2 GPN1 PURB CAPN11 USP20 SDAD1 KCNC2 HPSE2 KRTAP2-2 INO80C PHACTR3 BCL2L11 TRABD2B LSM12 ZBTB20 CRKL LHX6 CMTM4 PDE11A CPSF4 IPO7 NEO1 ATG16L1 SMYD5 PGF ZBTB10 IL17RD SLC25A25 ACVRL1 TBL1XR1 IKBKB CSF1 NEURL1B MEAF6 COP1 MLLT10 DBNDD1 PDLIM5 RPUSD1 PRICKLE2 PIM1 DLL1 SLC25A42 KMT5A MTA3 DUSP15 STK32B RAP1GAP2 YWHAZ FAM110D FGFR1 VSTM4 ACSL1 SORBS1 MAK16 FBXO32 LUZP1 HSD17B8 USP46 DHRS12 MOBP GLOD5 KSR1 SARM1 AKAP13 COG5 SIGMAR1 PDE5A BCL11A KIF21B KIF7 IPO11 SLC23A2 EXOC2 GSK3B DAPK2 RC3H1 PROX1 PTER GNAL JAKMIP2 PLXDC1 USP24 SLC36A1 SLC13A3 PLA2G3 TSPAN11 IGSF3 PID1 FNDC5 UBL4B BRPF3 CCDC103 SPPL3 RNF169 RIMS3 PPP2CB TMEM33 RAPGEFL1 GPR85 GFRA1 NFATC2 HIP1 ZFHX3 ZNF641 RHPN1 RCSD1 NAA15 TRAF1 MMS19 ERC1 ZFAND3 ZNF710 PRR23B ATP2A3 SLC25A39 SLC8A1 OPRK1 TMEM248 FAM135B GPR6 UHMK1 MAP3K4 ATP6V0E2 AMMECR1L SNX12 CENPM CPEB4 IRS1 PRR14L EDF1 MBLAC2 RALGAPB ALS2 ATP8A1 DAGLA PPM1L DOLPP1 VPS53 KCNC4 NMB CPEB1 C1orf226 PPP6C MECOM CTSS WDTC1 KRTAP10-4 PCMT1 GCC2 ARL2 TNPO1 JPH1 ZNF609 KRTAP4-4 ARF4 GALNT7 PARP16 MTM1 TMEM86A TAOK1 KCNH8 PHF6 MTMR3 SOX8 PELI3 CREBL2 EXOC3L2 SNX8 ERFE RPIA HR MYO1D SEC31A ATP8B2 ITGB8 CTNNB1 KPNA1 SOGA1 SYT15 TANC2 PLAGL2 CERT1 MLXIP HMG20A FBLN5 LTF MAPK1 CLSTN1 GATD3A UTS2B RAB14 CELF1 TAFA4 CHD2 ARHGAP26 CBX2 MED19 PHF20L1 TFAP2C NPTXR C17orf49 PAN2 TMEM43 NOMO3 FAM20B HMGN4 F8 RUBCN ERRFI1 RGS22 RBM34 TMEM161B HMGN3 TRAF3 SIK2 BTAF1 ST6GALNAC1 UBE2R2 VANGL2 TRA2B TUT4 CLASP1 BAZ2A LRP2 ALPK2 NAA50 SEC24C PGGT1B CNIH1 PIK3CB UBE4A ARID3B MPI SPTBN2 RIPOR2 RAB4B USP30 NFIA CEP44 KIF13A MFN2 GDNF SMARCC1 GARRE1 RBM20 TGIF2 PCLO ZBTB39 SCAMP4 CBR4 NSD1 DPP8 TGOLN2 SOS2 USP3 OXR1 PHF21A NUFIP2 ZNF214 ADSS2 LARP1 MIR380_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR380_3P DDX5 MBTPS2 SLC4A10 ZBTB44 PTER PHTF2 LTN1 STYX PRKAA2 PDE6D ELOVL7 MLF1 ATP11C FYN THUMPD3 SLITRK4 NDUFA5 OXR1 PSMA8 MCM8 TCEAL9 PSMD5 PGR LPAR1 MDH1B MPZL2 DGKH SLC10A7 FSHR RORA ZNF331 B4GALT6 MSANTD4 PDE11A RBM26 SIM1 CNTN4 CHD9 JADE1 RAB11FIP2 HNRNPR JAK2 ARPC5 CCDC90B XRCC4 MOB1B RCOR3 ABI1 WIPI1 LIN28B NREP HSPA4L NETO2 PKD2 DOCK5 THSD4 BCOR ZBTB20 CALD1 ITFG1 SLC25A31 GYPA ZFYVE16 METTL8 ZNRF2 CRISPLD1 PCOLCE2 MZT1 ITGAV BRWD1 NRXN1 TCF7L2 SLC6A15 SDHC IPMK PDZD8 CDIN1 TNPO1 APP SLC16A7 SNX16 NISCH SUZ12 ZMYM2 NR3C1 DOCK9 KCNK10 UGDH HEATR5A ATXN2L GIMAP2 LRRC31 TRIM41 TPTE UGT2A1 OPN3 DPY19L3 MS4A7 ZNF391 CSRNP3 ADAMTS19 PHF14 TOX3 ADGRE2 RERG STXBP5 KDSR CCSER1 GCSH TRIM36 SCARA5 KRTAP4-1 ARAF TAF5L GUCY1A2 MANEA SHPRH YTHDF3 AHR CUL5 CA8 ZNF699 PPP4R2 PRKACB C10orf88 ITGA4 C18orf63 DLD LEPROTL1 GABPA CU633967.1 NME7 EIF4E TAF5 TOR1A SPRED1 NLGN1 DCLRE1C ANGEL2 FBXO21 PROS1 PPP1R8 ABCC9 SCEL ASCC3 ASAH1 RAB23 PPIP5K2 GOSR2 PLAGL1 CU634019.1 UFSP2 CCDC186 SPC25 TSTD3 SHOC2 EXOC7 TMEM33 JPH4 FBXO33 CCDC68 SNRNP27 SOSTDC1 UGT2A2 CCL7 BAG1 HMGA2 LPP DUSP8 RAB21 LAMA4 CISD2 ZNF720 KLHL2 RNLS ACSM5 FAN1 ANXA5 MID2 CU633904.1 SPOCK3 STON1 DNAI4 ZNF678 KCNA4 FNDC3A RC3H1 FBXO36 GDAP2 SLC2A13 GPATCH2 AZIN1 SLC7A11 SH3KBP1 NLK STK32A SPAST TMEM64 MTHFD2L ABO CDKN2AIP ERCC6L2 MMAA LRRTM3 SMC5 UFL1 HECA ADAMTS3 RNF44 HYDIN PHIP FP236241.1 FOXC1 CALML4 ZNF649 SMURF1 SMIM15 GRM6 UBR7 CNTN3 C15orf61 KRT73 SLC2A3 STOX2 SYAP1 CFAP300 BCAP29 CXCL5 KCND2 TAFA2 MIR613 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR613 DDX5 CREB5 MMD CNN3 HMBOX1 AP1S1 CPEB1 WIPF2 CAP1 TAF1B ZNF280D CDKL5 CCDC32 SEC23B FAM72D FAIM PDCD10 CREM ZNF281 FN1 KLF4 HIPK3 CBL SULF1 TBCK WNK3 GPD2 FAM72B MMD2 ARCN1 TSPAN4 BDNF DGKH NBEA ETS1 PEAK1 PTPN1 SLC44A1 HMGN1 PARP11 THRB CAVIN2 BACH2 API5 IFT52 GNPDA2 PPIB HIGD1A LAMP2 SLC39A10 NETO2 SAMD8 FLI1 HELZ2 NOL4L GCLC NAB1 SEMA6D MINDY2 PLXNA4 AKAP11 FRS2 PTPN14 MAP4K3 FAM91A1 MATR3 SMIM14 SPRN SEC61A1 WWC1 ZFP36L1 NRP1 FBXL14 NINJ1 ASH2L METTL21A TNKS2 UTRN TIMP3 ATP6V1A PBX1 MYLK KIF2A MXD1 RIT2 ADPGK NEDD9 IP6K2 USP33 BPNT1 NXT2 CCSAP GLCCI1 DLG1 STARD7 ADAM12 TBX3 TNPO2 PHAX RFWD3 HSPD1 TOX3 FAM72A YWHAZ SH3TC2 PDE7A EBPL BSCL2 CAAP1 MET TBX18 HACD3 KCTD10 CTTNBP2NL GJA1 TRAPPC3 RAB5A CDK14 ANKRD29 PAX3 ADAR FOSB DRD1 PDIK1L GPR158 OSBPL7 SAMSN1 SNX2 LASP1 PREX1 WBP1L FAM102A ZFP36L2 ACTB MEX3C EPHB1 KAT6B BCL11A PIK3C2A ARHGAP20 POGK C2orf69 BTAF1 EIF4E LRCH1 RTN4IP1 ELF1 NFATC3 NUP50 TRA2B MIPOL1 SPRED1 VAMP4 MAX RGS7 ZEB2 SLC10A7 SLC25A36 EIF1AX RARB CLTC MYOCD SS18 MON2 IPO8 HIVEP3 CCDC146 G6PD HNRNPU PDCD4 FBXW7 MEA1 INSM1 PRKCE MGAT4A SLC25A30 FBXO33 BHLHE22 XPO6 CHSY1 SLC38A3 NDRG3 CERS2 YWHAQ RFLNB ATG13 FAM72C TMSB4X CD2AP CLCN3 SLC7A2 FAM168A TMEM178A TAGLN2 CAPRIN1 UST SLC6A11 AJUBA RNF38 THBS1 PABPC1L2B PAX7 ZNF547 UBE4A FUBP1 TMCC1 TWF1 FNDC3B SLC25A22 AP1G1 AP1B1 GCH1 HP1BP3 PTPRG SEC22B CITED2 KTN1 STMN2 SATB1 S100A7A SRSF9 UHMK1 JOSD1 EDN1 SERP1 LRRC8A PICALM CEBPZ KANK4 ZBTB6 HACE1 ZNF24 MPP7 SNAI2 FNDC3A SLC25A53 SLC29A3 TRIM2 PCDHB13 MBLAC2 SMARCC1 STAG2 WDR61 FAM155A AZIN1 SLC39A9 SMARCB1 KCNIP3 THAP12 CPED1 TFE3 PGM2 CCL2 HS3ST3B1 WDR1 ATF2 SRI NEXMIF DDX55 MECOM MMRN1 GRK6 NFATC2 PIRT PLPPR4 WDR48 ZBTB41 ARF3 SLC37A3 SLC35G1 PHIP MEOX2 PPP4R2 TTC7B NCOA1 RNF145 KMT2E MPP5 IMPACT SLC35B3 CORO1C TBC1D15 SOX9 UNC119B TMEM243 MAP4K2 RABGAP1L MTX1 HSP90B1 RICTOR ZMAT3 STC2 KAT6A GLCE SCAF11 ADGRA3 NCL MAB21L1 PHF6 ANXA2 MAL2 MFSD14A ASXL3 GPR137C CREBL2 IGF1 CLOCK SRSF1 TPPP RNF138 C5orf51 MCHR1 ZNF800 SOWAHC NFAT5 FOXP1 KMT5B NET1 FAM126A SRGAP2 SYT1 MIR195_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR195_3P DIP2B HIRA SLC38A2 KERA PIAS2 MACIR RGS5 CUL2 MEI4 ARAP2 RBL1 PLAGL1 TMBIM4 PSMA8 ANKRD13C MIER3 ZNF746 FGF14 ETF1 CNTN4 PLAUR ZNF117 ZNF273 MOB1B BCOR NAB1 SEPSECS BTBD8 MME IPO7 ZNF41 ATP7A FAM91A1 CNR1 AP4E1 CPEB2 GPATCH2 PTPN13 MLLT11 CCT6A DSTYK CADM2 TSHZ1 GINS1 RPE CILK1 ZNF236 FAM181A DYNLT2B FAM111A CFL2 PTPN12 ZNF254 CMTM7 CDK1 COG6 RAB6A FAM126B MTF2 PRLR INPP1 RORA SGIP1 LARGE1 MTARC2 RB1CC1 ACP1 DCUN1D5 RBFOX1 ANXA7 BROX IRF6 RAI14 FSD1L PRKAA1 SP8 MBD5 COL11A1 PBRM1 C18orf54 RC3H1 PTER CLTC SPRED1 USP16 SOAT1 COMMD3-BMI1 CHIC1 RPP30 PI4K2B PLCXD3 ZFP30 PEX5L MPP5 ZFX PRMT3 ZNF681 UBE2I KDM7A MFSD14B VPS50 ATAD1 IDI1 ZNF107 PREX2 ACER3 CFAP65 CDH9 BAHCC1 CHML OR2L13 ZNF99 ZNF280D ZNF678 RCN2 VDAC1 UBE2B FRK SLC2A13 ACOX1 KLF2 PAFAH1B1 BTG3 AZIN1 DPY19L4 WNT5A MTHFD2L NCAM2 DENND1B NGLY1 KCNMB2 UFL1 PLPPR4 NOVA1 IYD MIPOL1 NEGR1 CD200 ADCYAP1 ZNF714 RAB6B AGL TUBB2B COMMD8 ATP2C1 SLC44A5 TENT4A NBEAL1 TSPAN19 ZFP36 KRTAP4-5 SPOPL ZNF569 ARFGEF1 ITGB8 PRKG1 SIN3B CLOCK CDC42BPB TMLHE FBXO28 RGS2 CTTNBP2 TMED7 DCAF8L1 THAP9 SOGA3 NAT2 LLGL1 RAP1A MARCHF6 TBC1D12 TNPO1 PLAG1 CNTNAP3 HAND2 PCGF3 ABCE1 RGMB OMA1 PPP4R4 SDK2 MTMR6 TMEM161B GABRG1 ZNF699 KHDC4 ALDOB B2M ID1 RAB1A FMNL2 SCN2A CLASP2 TLK1 SNRK HNRNPA0 TDG TUBB PDLIM5 C16orf87 RAB6D BCHE CCDC82 THSD7B NETO1 INTU MAP10 FGL2 KIAA0408 IFIT2 PSMC6 RDM1 SHQ1 CBLN2 TCP1 CTNND2 GALNT1 NEXMIF CNTNAP3B ATP6V1C2 NFYB STRN ZCCHC10 RNF44 BBS10 OLA1 ERAP1 CCN2 CNTN3 CDK17 OBI1 CCDC141 PURA MIR16_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR16_2_3P DIP2B HIRA KERA PIAS2 MACIR RGS5 CUL2 MEI4 ARAP2 RBL1 PLAGL1 TMBIM4 PSMA8 ANKRD13C MIER3 ZNF746 FGF14 ETF1 CNTN4 PLAUR ZNF117 ZNF273 MOB1B BCOR NAB1 SEPSECS BTBD8 MME IPO7 ZNF41 ATP7A FAM91A1 CNR1 AP4E1 CPEB2 GPATCH2 PTPN13 MLLT11 CCT6A DSTYK CADM2 TSHZ1 GINS1 RPE CILK1 ZNF236 FAM181A DYNLT2B FAM111A CFL2 PTPN12 ZNF254 CMTM7 CDK1 COG6 RAB6A FAM126B MTF2 PRLR INPP1 RORA SGIP1 LARGE1 MTARC2 RB1CC1 ACP1 DCUN1D5 RBFOX1 ANXA7 BROX IRF6 RAI14 FSD1L PRKAA1 SP8 MBD5 COL11A1 PBRM1 C18orf54 RC3H1 PTER CLTC SPRED1 USP16 SOAT1 COMMD3-BMI1 CHIC1 RPP30 PI4K2B PLCXD3 ZFP30 PEX5L MPP5 ZFX PRMT3 ZNF681 UBE2I KDM7A MFSD14B VPS50 ATAD1 IDI1 ZNF107 PREX2 ACER3 CFAP65 CDH9 BAHCC1 CHML OR2L13 ZNF99 ZNF280D ZNF678 RCN2 VDAC1 UBE2B FRK SLC2A13 ACOX1 KLF2 PAFAH1B1 BTG3 AZIN1 DPY19L4 WNT5A MTHFD2L NCAM2 DENND1B NGLY1 KCNMB2 UFL1 PLPPR4 NOVA1 IYD MIPOL1 NEGR1 CD200 ADCYAP1 ZNF714 RAB6B AGL TUBB2B COMMD8 ATP2C1 SLC44A5 TENT4A NBEAL1 TSPAN19 ZFP36 KRTAP4-5 SPOPL ZNF569 ARFGEF1 ITGB8 PRKG1 SIN3B CLOCK CDC42BPB TMLHE FBXO28 RGS2 CTTNBP2 TMED7 DCAF8L1 THAP9 SOGA3 NAT2 LLGL1 RAP1A MARCHF6 TBC1D12 TNPO1 PLAG1 CNTNAP3 HAND2 PCGF3 ABCE1 RGMB OMA1 PPP4R4 SDK2 MTMR6 TMEM161B GABRG1 ZNF699 KHDC4 ALDOB B2M ID1 RAB1A FMNL2 SCN2A CLASP2 TLK1 SNRK HNRNPA0 TDG TUBB PDLIM5 C16orf87 RAB6D BCHE CCDC82 THSD7B NETO1 INTU MAP10 FGL2 KIAA0408 IFIT2 PSMC6 RDM1 SHQ1 CBLN2 TCP1 CTNND2 GALNT1 NEXMIF CNTNAP3B ATP6V1C2 NFYB STRN ZCCHC10 RNF44 BBS10 OLA1 ERAP1 CCN2 CNTN3 CDK17 OBI1 CCDC141 PURA MIR6733_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6733_5P SELENOI NHSL2 AFF2 SUOX FMO1 KCMF1 DLG3 LYN AGO3 CACNA1E TMOD2 ARCN1 MAPK8 KPNA3 DGKH ZDHHC18 PDK3 ATP6V1G2 BCL9 MCTP1 FAR2 BRPF1 MCM10 LIPA ZNF3 C1orf198 SULT1C4 YWHAZ BHLHB9 CHTF8 ZNF84 TGFBR1 PKD2 TRABD2B ZNF326 SHISAL1 ZBTB20 ST3GAL1 SH3D19 STRADA C9orf72 PLA1A FAM234B TMEFF2 ADAM23 TSC1 FAXC C6orf89 PAPPA ATXN2L ANKRD17 RPP14 OPN3 MARK1 ASTN1 WDR5B CDH11 NFIA GAS7 DSCAM GRM5 CCDC30 IPPK USP46 SHPRH ZBTB4 PLS3 PTN ARFGEF3 KLF8 PRX SLC13A5 SRRM4 KIF21B MIF4GD EPM2AIP1 SLC18A1 CXCL12 ASCC3 CLEC7A LANCL1 NCAN TDRKH RC3H1 KNSTRN GSPT1 VCL RABGAP1 ZBTB43 ERBB3 EPS8L3 KRBA1 PCDH12 PPIP5K2 UCMA BRPF3 GORASP1 PSTPIP2 MIA3 RAB5B ATP1B1 CXCL14 EPN1 HSPA9 ANKS1A FBXO4 BEND3 SEMA3G BTN3A3 ATL2 RICTOR PREX2 ZNF704 YWHAG TMEM185B C3orf14 THSD7A CGN FGF18 GEMIN8 NOVA2 CTNNA3 RAD54L2 CDCA3 TIGD3 EFR3B FNDC3A TMPRSS13 LMBRD2 GUCY1A2 PLEKHS1 TRIM47 COLGALT2 TTC9 PARP15 ACSL5 GKN2 SNRK PPM1L FILIP1 DNAJC6 HERC3 SH3KBP1 ZMYM3 NCBP3 C1orf229 ZKSCAN7 PBX2 VTCN1 TOB2 EVC MARVELD3 SMIM12 NPAS3 SLC4A8 MAPRE2 SPICE1 GSTT2B MARCHF4 WDR26 SHTN1 NUDC FAM120A SENP1 MECP2 CREBL2 SAMD10 ZEB2 RTL5 MYCL C5orf51 TACC1 TESK2 ACP7 MAT1A CHD3 MMD HAO1 FECH FKBP5 STYX MBOAT7 F5 RAET1E RORA YIPF5 DPF2 TMEM164 STRN4 PLCD4 TNFAIP1 NOTCH2NLA TTI2 RAPGEF6 ACER2 SNX11 ARHGAP36 APOOL PCGF3 RBM4B HSPB6 GOLPH3 TERF1 XBP1 MEGF8 EFNA5 AAMP MEX3C UHRF1BP1 PFN2 SNX27 VANGL2 GMNC RPH3A CLASP1 RAVER2 ATP8B4 ERGIC1 AMMECR1 SCUBE2 ABHD13 NEUROD1 LRTOMT TMEM217 HDGFL3 RNF175 RND3 ZDHHC21 ENTPD4 CDK5 NALCN OSBP DLC1 LZTS3 WDR43 KSR2 EBF3 GPC6 ADNP VPS25 TAP2 SPOCK3 TIGAR PRKAB2 SLC7A14 ABCC1 LOX RAB8B ANTXR1 ZBTB9 NR3C1 GLYATL3 HLA-DQA1 PFKFB2 KMT2A AAK1 PIGN TNIK NSD1 CLASP2 DCAF16 RGS8 RAB33A ADGRL1 KLHDC10 MEP1A HMGN5 GRM6 KLHL3 POU3F4 CADM1 FRA10AC1 IGF1 ZDHHC9 KLF14 FOXN1 MIR4747_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4747_5P MBOAT2 OTP TNPO2 CD22 NRF1 NCSTN CACNA1E MBNL3 GPER1 PDPR TPM4 SLC37A2 PIANP TMEM178B SLC9A5 MMP15 PYM1 PEAK1 CFAP61 SCAMP5 BCL9 NKX3-1 UBTF LRRC6 SLC3A2 LINGO1 PHF24 KCNN3 PAAF1 SLC7A8 HEYL MTF1 KAT7 ZBTB20 CORO2B PRKD3 PARP14 STIM1 HSPA12A CEACAM1 IKZF3 FAM20B STEAP4 GAPDHS DKK3 ELF2 MYADM ATP1B2 THAP11 SGPL1 SON AP2M1 IQSEC3 TRDMT1 CAPZA1 SRSF10 NKD1 SAMD4B NTRK2 PRDM1 RELL2 GJB1 PRKAG1 VPS37C FMOD MICAL2 ARID4A C11orf68 AGO1 NDE1 MSC UBAP1 PLSCR3 RB1CC1 PHF1 P3R3URF-PIK3R3 LUZP1 GLG1 NAV2 HCLS1 LASP1 LSM5 SUSD6 ZNF385A OTOF ROCK2 GTPBP3 CTDSP2 ATP8A2 IRF2 ZFYVE26 GRIN2D VCL PATL1 RAB3C XKR4 SPATA31D4 WDTC1 PHF21A CHRNB4 KCNB1 TFPI RAP1A PXYLP1 ATG13 ZMYND11 HIP1 KCNG4 TRAM2 KDM7A TAL1 BEND3 SMURF1 RPRD1B ODF1 SLC25A22 ELFN2 CRY2 SMAP2 PGAP4 SPRY4 FBXO11 SLC8A1 KCNG3 APBA1 CD1C CCDC157 TBC1D13 RD3 GDA CCDC97 ATP2A1 FBXW11 PURG TNF PLEKHS1 ADCY1 DISC1 ESRRG SPTB POGZ SRF KLK5 ADRB3 VPS53 KPNA6 DRD4 FGF12 JPH4 SLC6A11 DOK3 CELSR2 GNAO1 DGKK XYLT1 SRRD DLK1 SHISA6 EPHB2 PHKA1 ILRUN FBXL20 EPHA5 TEAD1 UCP2 SPHKAP MECP2 GLYR1 CCNT1 TMEM253 MBD6 ZDHHC5 TAOK3 CDC42 MTHFSD MYO9A LZTS1 ZER1 SRPK1 SCRN1 MYO1D AHCYL2 ZNF319 CDK4 PAXX FKBP5 STAG1 ANKRD45 HIPK1 SOGA1 NDUFA10 SIX1 TNKS1BP1 MPZL2 ANKRD44 MEF2D RBM22 RUFY2 NIPAL4 AFAP1 FBXO41 CPSF7 UBR2 TAF4 HOXC13 C2orf49 KREMEN1 PSME3 POU2AF1 SHROOM4 FAM3C CREB3L1 ITGA11 AAMP WNT9B TIAM1 FOSL2 DUSP10 BAZ2A SZRD1 ZIC1 PLIN4 CBX7 CSTB SHANK1 TNFAIP8L2 ATP2B4 SLC19A2 RNF122 KRTAP4-8 LAMC1 CASQ1 MOSMO ADRA1A CFAP70 RXRB DHX58 HTR1B LY6G6C YWHAE TM9SF1 ATXN7L3 NFIA PACS1 PIK3R3 HLA-E GAB2 RIMS4 CFL1 SMARCC1 GLT6D1 TNFSF8 AAK1 KMT5B HOXD11 ZNF444 LCE2A SLC17A7 ANKRD52 SMARCC2 ZFP3 CLMN IFI44L SORT1 WDR82 ST3GAL2 HDAC1 TRIM27 CSTF2T ZNRF1 HDDC3 SDK1 AMMECR1 GSG1L RAD1 INSYN2B CSNK1G1 FBXO42 MIR7151_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7151_3P VSIG1 CD84 KPNA1 MFSD11 SUN3 DNAAF6 C1orf43 SEC61G GATAD1 C17orf75 DDX51 CIAO1 ADAT1 WDR73 TRMT9B RAB2B LIMD1 SLC50A1 TRPM7 RAB3IP CRIM1 EIF4G1 ARCN1 PTAFR CMBL ELOC ARL4D ZNF557 DNAL1 TSHZ2 RORA SNX22 RAB42 VLDLR FGD4 NDUFAF7 CGGBP1 ABHD11 GEMIN8 SPATS2 KLF12 ZNF135 PODNL1 IMPA1 RINL TGFBR2 CCSER2 ENOSF1 KCNN3 XIAP AK1 TGFBR1 ZFAND5 SAMD8 PLPBP WDR17 LAMP1 UBL3 DNPEP ZNF527 MINDY2 CDC37L1 PPP1R12B SMYD4 E2F5 JARID2 PALM2AKAP2 IKZF3 GINS4 ZFP82 CAVIN1 RMND1 CTSB CDAN1 MTF2 SMIM14 TARS2 ZNF865 DUSP16 UTRN GPR65 CAST MOGAT3 ESCO2 VHL ZNF426 GINS1 HCN1 GOPC TSHZ1 SCN3A TFAP2C LIMS1 DCX METTL6 RIC8A C9orf64 POLH WDR31 DNAJC22 NDST3 TRIM33 MRPL57 FAM83E KREMEN1 SULT4A1 FBXO27 MND1 PRR11 LGI2 ZNF688 CYP20A1 NPHP3 DCAF11 GCLM CPM RPL7L1 IAPP GLB1L PELATON PDE4C ABHD18 SCN2A CCDC142 TGFA MARVELD3 RBM27 ZFP14 ZNF555 HMGN3 SPRY3 ACTG1 ZNF699 MIGA1 ZC3H7A SFTPB IVD HSF2 TSN DMBX1 BCL11A PIGA CDHR3 RAB11FIP1 TNFRSF10A ABCD3 ZIM3 METTL2A GSK3B WAC RBM47 ARHGEF38 FGFR2 TTC23L SVEP1 SNAP29 FADS1 MRRF DCLRE1C DCAF10 WDR36 EFHB RAD21 ERBB3 POU3F2 PNPLA1 ZNF34 TMC5 C15orf40 FHAD1 IRF1 GJC1 ZBTB8A DNAJB5 ZMYM4 ZNF486 GPATCH2L ZNF841 FAM227A VPS4B PBLD VKORC1L1 CABP4 MTRF1 TRIM72 EIF3I GPR82 SPTLC1 PDAP1 LETM2 GLUL C9orf85 TMEM213 ZNF621 SON ANGPT1 SRSF10 RAB28 MMGT1 C9orf139 UBXN2A TMEM248 GDPD1 METTL2B IL12RB2 TRIM40 PUM2 HECW1 CXorf38 SLC31A1 ARHGEF39 TMC7 RSPO3 DTWD1 PPP1R3B HILPDA INIP TPM3 ZNF563 TMOD2 C9orf78 ZNF276 PPM1K EPS15 KPNA6 CEP126 CCDC170 DENND2A WDFY3 TNFSF14 ZNF519 DZANK1 XPNPEP3 DHTKD1 AVIL GK5 PNPT1 CTSS NGF BMP7 CDA CORO2A ZNF430 VRTN USP3 PDE12 DCAF16 PNMA8A PRRG4 NR2C1 ZNF320 MBD2 USP32 MTCL1 OPA3 CCN2 SDC3 GTF3C4 VWA8 TAF8 CAMK1D CACNG8 LSM14A ITIH2 CHST6 EIF4G2 HIVEP3 EXOC3L2 GPSM2 FKBP14 FLT1 SLC16A14 MRM2 SYNJ2BP MIR302A_3P_MIR302B_3P_MIR302C_3P_MIR302D_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR302A_3P_MIR302B_3P_MIR302C_3P_MIR302D_3P BCL6 CREB5 SSX2IP FZD6 CAPRIN2 RELA TSEN34 MFAP5 CXCL1 ASF1A OXR1 ZBTB7A GUCA1C TFAP4 DCUN1D4 H2AJ GLCE TGFBR2 TCAIM TRPS1 GALNT3 DPP8 DCUN1D1 LAMA3 ZNF367 KAT2B LMO3 PKD2 MTF1 PSD3 EDNRB LHX6 CROT REST SLC16A10 RBBP9 PTPRD GLIS3 FYCO1 MIER3 ITPRIPL2 SMIM14 PHACTR4 NR2C2 SLAIN1 TNKS2 ATAD2 CFAP94 CYP26B1 SPOP SHCBP1 IKZF2 TET3 GNPDA2 MYLK NFYA ZBTB5 CNOT6 DDHD1 CYBRD1 CFL2 SETBP1 CCSAP TMUB2 PRDM4 DCAF6 SRCIN1 RALGDS NFIA PDE4D RORA PARP8 ASAP1 ZNF532 CDCA7 TAGAP GUCY1A1 SS18L1 E2F5 ZC3H13 ERCC4 GRM5 RB1CC1 APP USP46 SMARCC2 OLFM3 UNC80 RTN1 EPHA5 ZNF385A TXNIP NFIB ROCK2 GDF11 BCL11A SLC16A6 IRF2 CELF2 ARMC8 ZFYVE26 IRF2BP2 C2orf69 PFKP GSTM3 ARID4B CUX2 TBC1D2 FGD5 SUV39H1 MPC1 TMTC2 SPRED1 USP24 GPR12 ST3GAL1 USP16 RABGAP1 RDX LYST RGL1 TANC1 SLC33A1 BARX2 JPT1 SMNDC1 C6orf15 PDE8A LEFTY2 MCC TSHZ3 MAPK9 ZFX HS2ST1 TWF1 RAB11A COG5 TIPARP MICA RUNX2 CYB5D2 ST7L VLDLR SDC1 AMER2 GPR6 ZNF260 RASSF2 CUX1 ANKRD17 PAK2 ARHGEF17 BTG1 SLC40A1 LAMP5 FNDC3A MTUS1 SYNC UBE2B TRIP11 SNRK KIF3B ZNF75A LEFTY1 UBE2Q2 ADAM9 RAB22A ZNF362 HIF1AN ARID5B MYCN CPEB1 KPNA2 PPP6C ZNF77 SHC4 ITGB4 PHF12 NPAS3 CORO2B ZNRF3 MBD2 UBE2J1 WDR37 PKHD1 TMEM64 MBNL3 MCL1 FAT4 PHKA1 GPCPD1 VDR TMEM86A SERF1B RFLNA FAM219B SUCO DNAJC27 MIGA2 GPM6A INHBB DUSP2 ARHGAP30 RAD18 SNX8 ASF1B E2F2 LRP8 RASGEF1A REEP3 TMEM123 LHX8 KDM1B ZKSCAN1 RBL1 ITGB8 ABHD3 FSTL5 ARHGEF10 MIB1 MKNK2 MARCHF11 EZH1 ANKRD45 HABP4 HIPK3 PLAGL2 FGD4 UNKL FAM168B KMT5B EIF3M ELK4 MARCHF5 RAB5C AGO1 SLC24A2 PAK5 SLC15A2 LRIT1 SYDE1 TMEM100 PAF1 PRDM8 KRTAP1-3 HECTD2 TNFAIP1 PLAG1 MAP3K2 ZBTB33 FRMD4A MIXL1 SPTLC2 ISM2 KREMEN1 PHF14 RGMB YOD1 CYP20A1 ATF6B ARID4A RUBCN FZD3 ELAVL2 ZCCHC24 DPYSL5 DRD1 CMTR2 PDIK1L PRRG1 TRIM36 TNRC18 RNF6 SAMD12 FMR1 MYRF PIGA PPARA TIAM1 RRAGD MAP3K14 BLCAP TP53INP1 SLC22A23 MSL1 ANO6 LRP2 SON ALDH1L2 TMEM170B TAPT1 PTPN21 MED12L POLQ SKIDA1 HOOK3 RFX3 DENND5B GPC6 SYTL4 PTGDR CCNJ LARP1B HP1BP3 E2F7 LCOR ARL4C HAUS8 DYNC1LI2 ZRANB1 HDAC4 RSF1 RYR2 LATS2 RSBN1 R3HDM1 KIF26B RAB11FIP5 RPS6KA3 SEMA3C SERF1A AAK1 SUZ12 CLIP4 INO80D RNF216 ANKRD52 MAGEH1 CDC23 JAZF1 ZBTB41 RAB11FIP1 KIAA1522 NUFIP2 CREBRF CYBB SLAIN2 ZNF827 MAN1A1 TBC1D8B NR4A3 ADAT2 ZBTB11 MAP11 PIGM QRSL1 TET2 RELL1 EXOC5 C2CD2 ZNF800 SOWAHC TET1 MIR4677_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4677_5P BCL6 MEST TCF12 TENT2 NEK2 MBNL3 HUS1 CCDC59 MOCS2 BRSK2 CELF4 NOVA1 RBPJ DNAL1 PAX5 TNPO3 PDE4A NUP155 B3GALT1 YWHAZ ZNF582 AKAP12 IP6K2 DNAJC11 MRPL19 SEMA6D ANKRD40 TENM1 CDC37L1 PAX6 BCL11B CRIPT PPP1R3D RAB7A C1orf109 NSD3 UBR5 PDZD8 MTRF1L DHFR SPAG1 FAM114A1 TTC39C KCNAB1 ETV1 DPY19L2 KCNJ13 LINGO2 ZC3H10 GABRA1 C8orf44-SGK3 CSNK2A1 IRAG1 SLC22A5 ORC4 TCAIM RORA ROR1 ACSL1 GRIK5 MAP4K3 MBNL1 NRXN1 EEA1 HOXB9 ENTPD1 SLC1A2 RBM27 KANK2 CSNK1E CEP120 GAPT ANKHD1 UNC80 ASB8 PPP1R21 ARMC8 RASSF8 CEPT1 COL11A1 TTC3 FYB2 MATR3 LMAN2 AEBP2 ALCAM STXBP3 MYL1 C2orf88 GATA4 PLCXD3 GAGE1 TSTD2 DDI2 RBM46 PTPN3 CDH20 GCSAM TMPRSS3 NUP62 MINPP1 UST LAMP3 ZNF704 ZFYVE28 DLG2 SPACA1 MEF2A ASB3 SGK3 CHML ATP10A SLC18A2 CCDC73 ODF2L RD3 KLHL31 SIRT3 PTP4A2 HLCS PARP15 PAICS TTC30B KLF3 TLE4 PLEKHA3 SH3GLB1 MAT2B NEMP1 PRKCA ELOVL2 SLC10A7 CACNG2 EIF4G3 LDLRAD4 NOSIP PTPN1 ADIPOR2 EMC3 DTD2 DNAJC24 DIAPH2 NXT2 DLG3 GABRR2 DIPK1A TSPAN2 DAAM1 ATP6V1G3 RAPGEF6 C11orf71 SEMA3D PRKDC SOCS5 STON2 NFAT5 BTBD7 TACC1 GFM2 MB21D2 SYT1 PPP3CC PCP4 GATAD1 HABP4 CYS1 PPP4R3B LPGAT1 NBEA C1orf141 OTULIN GATA6 ELK4 DSPP EDIL3 ZNF277 PDPK1 SFXN1 SLC35B4 RASEF ZMAT4 PAN3 SRFBP1 COL4A3 CAST SENP2 NOTCH2NLA SPTLC2 ABHD5 RAB39A PDE10A PHF14 YOD1 ANKRD13B SUB1 TBX21 KCNA1 CNGB1 PIGF RETREG3 TPTEP2-CSNK1E RBM47 FMNL2 GNAO1 WWOX PPARGC1A BBOF1 TMPRSS11D ITPRID2 ZBTB20 C12orf29 ZDHHC21 CNTNAP2 DERL1 C3orf35 OPA1 FAM98B SOX14 ONECUT2 CCNJ KLHL1 ULK2 FBXW2 EIF2S1 FOXO1 FBXO36 CDH18 VSTM2A UHRF2 ERCC6L2 INO80D NPY1R FOXF1 NUBPL CBR4 CRISP3 IP6K3 TMEM209 FBXO22 SKP1 EXOC6B SRP19 PALLD SOS1 SCN2B NHEJ1 METTL21C TEX55 NR4A3 SCAI ADSS2 ALS2 IQCH PAK1 FGF7 HAPLN1 SULF1 MIR548AS_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AS_3P NUDT15 TAF7L PUF60 ZNF217 MDM2 SNRPG PPP1R14B OTUD3 GAB1 OGT CIRBP WNK3 SUMO1 TNRC6C SDR42E1 MIER3 PRG2 SLC39A14 ETS1 ROBO1 TSNAX QKI B4GALT6 KALRN ANKRD28 SEC31A CCNA2 PRPF40A JADE1 ERCC3 RCE1 TCAIM TFDP2 PTBP3 SSB CCDC47 XIAP CNN2 TGFBR1 ZFAND5 NPC1 SEMA6D ARHGAP29 ZC3H12B CNOT7 BCL11B CRIPT PDIA6 DLC1 ZNF292 RPS27A RAF1 IL1RAP USP38 CEBPZOS TBL1XR1 PCBP2 FOXP2 CPEB2 NKRF IRF2BP2 CCDC88A UNC5A FAM169A USP54 DERL1 UGDH SCN3A KCNAB1 RNF103 SRSF10 OPRM1 SYNCRIP SETBP1 ABHD3 MINDY3 MYO5A PNISR SMG7 RORA SGIP1 KAT6B RASSF5 RABEP1 SPAG9 NCOA2 ZNF805 KANK2 RRN3 PJA1 WDR77 CLASP1 CTTN SLC25A30 ATP8A2 GABPB2 SYNE2 NTRK3 NPR3 PBRM1 CREBBP RBM7 TNFSF10 FBXO45 KLHL28 PI4K2A SLC25A36 TFRC RFX3 TOM1L1 RBM14 SLC10A7 RNF169 ARNT FAR1 CD164 TMEM33 CD96 CPEB1 MITF RETREG2 SETD5 FAM168A MFSD14B APPL2 BDH2 ZNF704 XKRX UNC5B VAV2 BAHCC1 LCP2 ALKBH5 RBM26 C2CD2 RCN2 KDM2A DNMT3A NEB BOD1L1 ATF7IP PRR14L TOX3 COL4A1 AFTPH MAPRE1 AZIN1 DIXDC1 SMAD1 ANO1 PABPC4 PPP1R3C DCP2 TP53BP1 MLLT1 ARAP3 KIF9 TRIO ATP13A3 USP3 ANP32E ARID1A BICD2 SEC61G MARCHF4 GABRR2 BRWD1 VAPA RNLS KMT2C SVBP ZBTB38 ZMYM2 MYEF2 PCBP1 ZC3H12C DENND4C MBTD1 MIB1 CEP85L NKX2-1 BNC2 ACAD11 RAVER1 CLGN LIN28B SLITRK6 IGF1R SORCS1 TM9SF3 ABHD17B TMEM132B P2RX7 RMDN1 SAMD13 PPP4R4 SH3RF1 BEND7 TMEM63B RGS7BP RAB39B MEX3C CHD4 SNX27 SLC15A1 B3GALNT2 DTD1 AMMECR1 SLC1A1 RACGAP1 HDGFL3 SGMS1 LAMC1 ZDHHC21 BCDIN3D ATAD2B PBLD KHDRBS1 TIPARP TTC28 ONECUT2 ORMDL1 PARP12 YPEL4 VPS35 GET4 CDK17 SOX1 MAN2A1 BMPR1A RNF185 UBAP1 NAA30 MSN AAK1 SLC7A11 NT5DC1 GNG12 ABTB2 DNAL4 TBC1D23 HUNK STRN DPY19L1 NHLH2 NR2C1 NUFIP2 MACC1 RNF212B PPP3CB PLA2G4E PSPC1 ICA1L OTUD7B LRP1B TEAD3 ZMAT3 MEIOC TMEM120A TYRP1 RASSF3 MIR4505 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4505 ENSA ASCC2 CBX6 TSBP1 MNT SMARCD2 HMGA1 TMCC2 OSBP2 PAK4 CACNA1E B3GAT1 GRIK3 ARHGDIA RXRA CMTM3 PAX5 KDM6B SMAD3 SLCO2B1 PLEKHO1 C7 SLC7A8 CPNE5 TRABD2B MOB3C PES1 PLEC EME1 TENM1 ABR WDFY1 CCL28 NF2 LRP1 TP53I11 TEAD2 UBR5 LAYN PHACTR4 FAM219A PXN BBC3 NR6A1 CSK STAMBP SEPTIN3 SMYD1 SP1 NFIC RHOQ SCD5 SYNGAP1 BARHL1 SEZ6 VPS37C SULF2 KLK4 AGAP2 IGF2BP1 ZNF219 MLPH EMILIN3 ASIC1 GPC1 TPCN1 RNF166 ZMIZ2 NFIX SARM1 ORAI2 CEP85 RERE KIF21B MAPT SELENON LMX1B HAP1 PROX1 RAD23A SUV39H1 POU2F2 FAM53B CRHR2 ADAP1 TMEM63C ENG HCN4 PSG1 WDTC1 AFF3 EEFSEC NAT8L TUBB4B JADE2 ECE1 ARNT CNOT1 MLKL TNFRSF10C ST6GALNAC6 ANKS1A ABCG4 SEMA3G CLCC1 DMWD SLC25A22 ZDHHC14 SLC35E1 ZBTB2 ATF7 CRTC1 TMEM104 CCDC157 CD28 TBC1D13 NOVA2 PPP1R7 FSCN1 CASS4 MARCHF8 KCNT1 GRAMD1B DAOA MFNG ADCY1 ZNF600 SLC43A2 RPGRIP1L NCS1 PTAR1 SH3KBP1 NFX1 ADRB3 GIPC3 GATAD2A RSPRY1 SLC38A1 TBC1D16 GNG13 B3GNTL1 MAPKAP1 CELF3 PPP1R3B STK40 SHISA6 SIX3 WWP1 RNLS PARP16 ZFP41 NNAT GLIS2 RAB43 ADGRL1 FLNA ZDHHC22 PPFIA2 DES SH3GL1 E2F2 SHISA7 RAPGEF5 RASGEF1A MYO1D PDGFB SYT1 RCAN2 SOGA1 TANC2 NDST1 NPLOC4 CPLX2 P2RX1 PPIP5K1 GGT7 ERBB2 PLXNA4 ARMC6 FBXO41 NECTIN1 PIANP PARN NCAM1 UBR2 HADHA FMNL3 FAM166B TMEM184A KCNE4 SHROOM4 SDK2 NCLN SMIM7 DHCR24 HSPB6 DPYSL5 DENND1A CORO1C DMBX1 PPP1R16B HECTD1 IGFBP5 SNX29 RING1 VANGL2 ZNF395 CBFA2T3 AMOTL2 AKAP4 SH3PXD2A KSR2 DUSP8 CEACAM6 PPP3R1 CIRBP ARID3B DHX8 C19orf54 PLXNA2 VSX2 CPTP SLC7A1 DNMT3A RALY CORO1A PACS1 NACC2 SLC30A7 RAB11FIP5 RIMS4 SCUBE3 AAK1 GARRE1 BMP8B NFIB AMACR CHRM1 CLVS1 FOXN3 SPEG CCDC28A TRARG1 NEURL1 ST8SIA5 ESPN SLAIN2 SMPD3 SHB SDK1 ACVR2B GUCA1B CLOCK ARHGAP35 ANKS6 MIR7154_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7154_5P SOX6 MYB SLC30A6 SDHD MC2R VBP1 LTN1 DFFB SLC38A2 MTMR12 CLEC2D CERKL MIER1 AGR3 GNG4 RSBN1L TIAL1 RSRC2 MAPK8 CDH19 LPAR1 CHL1 ANK3 DGKH PEX11A TRIQK CLIC4 RORA TSNAX ASAP2 EPHA5 CTTNBP2 PTPN2 NUP107 C1orf141 CFC1 WDR33 LRCH2 RRAGA EDIL3 RAB30 PAIP2B YWHAZ CA10 ZNF540 FOXD4L5 ZNF614 ZNF615 KCTD18 ZBTB20 CELF5 PGAP1 TENM1 RNF128 ZC3H12B CDK19 TMEM216 ENY2 BTBD7 ZNF639 GLYATL2 CNTN5 XPR1 CENPBD1 ZFP1 UBE2QL1 MRPL52 FOXP2 IPMK TMEFF2 ASIC5 TOP1 FAM122B PTPN13 EVA1A FAXC WAPL MYLK UBXN2B CHKA DLL1 KL ZNF391 PAPOLG TBX3 OMA1 TMEM47 FAM3C TBX22 LTV1 YBX2 IL22RA2 ARIH2 TOGARAM1 ARID1B TBX18 LARGE1 FOXD1 KLHL5 EML1 ZNF440 KCNV1 GUCY1A2 PAX3 NHLRC3 SNTG1 ZNF805 GOSR2 SNAP25 GRIA3 BFSP2 FASTKD2 SCAF1 ATXN7 CCDC126 EGF PWP1 XRN1 SMIM19 BAZ1A C15orf56 AQP9 USP45 SPRING1 SCN9A FN3KRP DACH1 MRTO4 LRRC58 IDH3A RPS6KA6 EBAG9 DUSP21 DDAH1 SCN1B ZNF763 C5orf24 CLTC TIMM21 NIN SCN1A DPYSL2 ZIC1 FBXO38 COL25A1 IFNGR1 RAB23 PI4K2B TSPAN13 CEP135 CHN2 GNG5 C12orf73 RFX7 FOXO6 GALNT15 FAM8A1 MAP2K4 PLXDC2 ARL5A CLCN3 MAF KDM3B UST ANKRD49 ZNF572 EBF3 MBNL2 PIK3CB PRR23C SOCS4 ZNF704 TRAPPC10 EVI5 AIG1 LCORL KRAS FAM149B1 SLC23A2 SEL1L GDAP1 ACAP2 MED13 CCDC91 CDK17 ZNF700 USP6 THSD7B SHISA3 ZFHX4 YY1 NAMPT CUX1 ST8SIA4 SESN3 EDN1 GDA PNISR PLEKHA1 SH3BGRL CXorf38 FNDC3A HYAL4 CEACAM5 ATF7IP ABCB10 EFCAB11 USP37 POLI SH3GL2 ECT2L PSG11 MYEF2 UHRF2 PCDH10 PYGO1 NRIP1 MTBP BAAT TGIF1 EPAS1 CBR4 GNG12 NSD1 MBL2 DMGDH KLHL24 MAPK6 NFYB TFF2 C2CD4C COL19A1 MEOX2 XKR8 ANKRD12 COL14A1 ASCC3 EIF2S3 PRRG4 LCN10 SORBS1 ZNF10 USP32 WWC3 MACC1 PABPC5 MTM1 BRINP1 NGLY1 SBSPON ITSN1 FOXJ1 TLL2 IL12A GRHL1 LEKR1 STOX2 ZMIZ1 SALL4 PPFIA1 ZMYM6 UHRF1BP1L B4GALT3 GJA3 NTN4 C4orf17 HAPLN1 MIR5195_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5195_3P MEST DDC AGFG1 CREB5 DENND10 TFEC UBN2 PCSK5 TENT2 ITPR2 CACNA1D STAM DLGAP1 TPM4 CHP1 TTC26 ERG SEMA6A ADAM19 RPS6KB1 MPZL2 DNAL1 C2CD5 TULP4 XRN1 TMEM9B QKI ASAP2 TMEM139 SMAD3 ANKRD28 PLA2R1 CNTN4 TENT4B ELMO1 BACH2 TGFBR2 VASN ARPC5 ELK4 COMMD9 UBA6 ATXN2 ETNK1 AKAP12 NR4A2 LAMP2 SEMA3A MTF1 FLI1 CORO2B CRKL LDLRAD3 PLCE1 SSH2 PRKD3 ABR IVNS1ABP AP2B1 ST6GALNAC3 HS6ST1 SMAD5 HNRNPH2 RAB14 UMODL1 GLIS3 COMMD5 RGS7 FAM135A NECTIN3 G3BP1 BICC1 IPMK PLCL2 EBF1 RAB11FIP4 MAP4K4 BNIP3 MYO6 ABHD17B DOCK9 CSMD3 SENP2 ZBTB33 TPM3 NDFIP2 RIMS1 MYCN ERLIN1 CACHD1 CCN1 ABCA1 ADPGK NSUN4 PAN2 PRDM1 HEPHL1 ADI1 NDUFA4 RNF170 PSD3 CASZ1 SAP30L GLIS1 CAMSAP2 ABHD17C SLC30A9 ABCE1 MYO5A ADD3 HEY1 SET RTKN RREB1 SRGAP2 TMEM184A VPS26A CSRNP2 ACTG1 KATNBL1 ANGPT2 YTHDF2 SCN2A OSBPL1A RASA2 KCNK1 NAA40 USP46 KIF3A CBFB CAMKK1 ATP8A1 PRDM2 PPP4R2 KLF5 LRRC8B NUAK1 ARF6 ACTB PMP22 MYRF UHRF1BP1 RC3H1 DAB2 PHACTR2 EPB41L5 POTEM DAW1 DACH1 RCBTB1 SNX27 APLF SLC38A11 UXS1 MRTFB HECTD1 OGT MAGI2 FKBP3 CLCN2 SLC25A36 TGFB2 YTHDC1 REV3L NAP1L1 CARMIL1 PDCD4 MKX ATP1A2 OTOR IKZF2 SOX11 MYSM1 CCDC25 ZBTB20 GFRA1 MDFIC EXOC8 ZMYM5 MOSMO BCR DLC1 FLNB CLCN3 TDRD6 TMEM178A KDM7A DLX6 RPL36A-HNRNPH2 DENND5B TAT ZFYVE9 EIF4EBP2 ADCYAP1 WDR33 EBF3 FAM174B GABARAPL1 NAA15 CAMK2D LRAT PTGFR AP1G1 HECW2 PPP3CA RAD51B MED13 PLXNA2 CITED2 PXN KIF21A SERINC5 KCNK9 ZFHX4 RASA1 RASSF2 SLC7A8 SLC5A6 FSCN1 NFIA HIC2 VWA5A ZBTB6 BTG1 KCNA4 DUSP6 FOXO1 TRIM2 EPHA4 CTNND1 NRAS INO80 RNF186 KLHL11 USP37 NAA30 NEDD9 DYRK1A CPNE8 KLHL18 TAGLN2 NAV3 RBM20 GMFB EAPP TMOD2 GALNT1 ABRACL ZNF543 ZNF521 SNTB2 USP31 ERBB4 H2AX RNF207 LOX GABARAPL2 UBE2W GRB10 TRIO NINL TRPC6 YES1 ARL5B JPH1 HTATSF1 SRGAP1 MPP5 TPR TNFRSF11B NEGR1 ADAMTS5 COL11A1 TBC1D15 NUFIP2 ZNF626 USP32 PTPN12 SOX9 UNC119B HTR2A CCDC148 CHAC2 UBR7 EPS15 ADAM17 CAMK1D RIN2 CACNB2 HELB ALS2 FLRT3 ARL6IP5 SPSB4 SNX8 PSAT1 TMEM167A ZBTB10 PCBP4 AKAP9 ARHGAP6 COL6A5 SPATS2 QSER1 GJA3 NTN4 ITGB8 ARHGAP21 NET1 PURA MBTD1 MIR3617_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3617_5P AFF4 CDKL5 ZEB1 B3GALNT2 MBNL3 ANKRD13C UBE2D3 SDR42E1 DDX3X MAPK8 RPS6KB1 ATP9A SLC10A7 IL17RA YWHAB CGGBP1 NCBP1 SEC14L1 KLF12 RIMS1 TNPO3 TRPS1 ZDHHC15 GEM GRIP1 TGFBR1 BCL2L11 SECISBP2L LHX6 BRINP3 IPO7 MYH10 RMI1 NEO1 ELAVL4 ADAT2 KLHL32 DDX5 LAYN AMOT ZCCHC4 EFNB1 UTRN EBF1 BRAP DOCK9 DUSP3 TP53INP2 EIF4G2 CNOT6 IRX5 PROSER2 USP33 CYSLTR1 SELENOP TNFRSF21 CSNK2A1 KLHL8 B3GLCT TMEM47 PDE4D KIF13B DBT KIAA1143 POLR3D DCUN1D5 SLC4A7 RGL1 LRRC8B PRKACB SNX2 ELOVL6 TLNRD1 FNIP1 PAM DEPDC1B DENND1B PCSK2 MAX KLHL28 APLN RAD21 LRRTM1 PCDH9 MAP1B OSBPL8 PUS10 CNOT9 DTWD2 RBMS3 KCNB1 MPP5 TGFBR3 ZFHX3 STRN3 SBNO1 NUS1 BNC1 SERPINI2 SOX6 PTPRG TMEM263 PAK2 RPS6KA4 SIAH2 MAPK10 USP37 PDE3B AFTPH PTGR1 STC1 BTLA NRIP1 ARID5B MRTFB CPED1 MAL LYSMD2 NRG2 FAT1 KPNA2 GNAQ TCTN2 TTC14 FAM47B SLC4A8 ZNF677 IFFO2 GBF1 ZNF106 DAAM1 ZNF714 METTL21A RAPGEF6 GRK3 MAPK8IP3 ARHGAP32 DNAJC27 LEKR1 KIAA1549 DENND11 SYT6 CNTN1 RCOR1 ZC3H12C ZHX1 BDP1 UBE2V2 WAPL RPIA SRP72 SERPINB9 WBP4 ITGB8 LRATD2 SLC39A11 LRP6 MMD NCOR1 CAMTA1 EIF4A2 HOXB2 USP44 FZD8 KCNJ2 SETDB2 PLA2R1 ZNF804A SEMA3A LIN28B PAK5 MINDY2 NUP62CL NBN STAM ZFAND5 COL4A3 PCDHA2 APOOL PMAIP1 IRS2 CREBZF LPCAT2 LRRC2 EIF5 SCGB2A2 C10orf88 MAGEE1 STEAP4 PRPF4B DOK6 TRUB1 MARCKSL1 OTUD4 PODXL TMX1 PDCD4 SNX9 PRSS12 RFX7 SNRK CNTNAP2 CDK8 ZRANB2 FEM1C GPC5 LRRC8C CCDC6 GPATCH2L ERLIN2 ITGA9 SYTL4 VEZF1 RELN HP1BP3 HSF5 SATB1 MYOZ2 KDM5A OMG PTGS2 SRSF12 GPALPP1 FAM102B ENPEP COLEC12 LXN TRIM10 ROBO1 ZNF519 INO80D RRS1 GNG12 ATP6V1C2 PARD3 MARCKS EFCAB14 SOS2 ZBTB41 PTPN4 FAM220A PTPDC1 RNF145 COL24A1 ACYP2 NUFIP2 CSNK1G3 RSPRY1 PPP6C MAN1A1 SCN2B SMIM13 ZC3H18 PPP3CB NR4A3 GABRB2 MAL2 ATXN3 METTL8 ROR2 MIR3202 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3202 MNT DNMT3B ZNF423 PTPA PDPR PIANP VEGFA MLEC CACNA1C SCAMP5 SLC41A1 KCNH1 NKIRAS2 PDE4A CRMP1 GRAMD1B GFOD2 KAT7 POLDIP3 LHX6 SSH2 PPP1R12B CNOT7 PTPRD SLC25A44 STX16 ZFYVE27 EFNB1 CSF1 DUSP16 ZDHHC23 RAD50 CYP26B1 PML ITGA7 STIM1 NUB1 ZNF862 SET STAT2 SRCIN1 AGAP2 NDE1 SYNPO GAS7 ZNF664 MOB3B HOXB9 ENTPD1 EYA3 ZNF541 DHDDS PACSIN1 MXI1 ZNF365 DRD2 SUSD6 TTLL6 ZBTB7B CEP85 CLASP1 SNX2 SLC13A5 BTRC GTPBP3 KIF21B MIF4GD JUNB FAM131B TBC1D10B TXN2 MAP3K3 NFASC HIC1 SPRED2 PI4K2A GLRA2 HCN4 GABARAP GOSR2 PAX1 STX3 GORASP1 ADCYAP1R1 COLGALT2 FMO5 GFRA1 MSMO1 TPBGL MLKL PRKACA C17orf77 NTRK3 DPP3 TAOK2 EPDR1 LAMP3 LPP IKZF4 ANGEL1 ELFN2 SPRY4 ZBTB33 APBA1 RUNX3 RARG SS18 NOVA2 BCAP31 CKAP4 THG1L CCDC97 GSK3B PTK2 SLC25A11 DNMT3A NFAT5 AP3B1 C1QTNF6 CECR2 AFTPH SLC35E2B WNT1 MAFG NDUFA11 SGSM3 FGF12 TRPM6 CD164 SIRPA H2AX XDH SLC30A8 FKBP4 NOVA1 TOR1AIP2 TTR TUBA4A GPR173 ZHX3 DLK1 FOXP4 SHISA6 PLEKHA2 PRSS23 AKAP6 MECP2 SSR1 TAOK3 DACT3 FGD4 SHISA7 APTX PPP2R2A LZTS1 SCMH1 MED26 LRATD2 RABL6 FKBP5 ANKRD45 SOGA1 CMTR1 SV2A RGS8 NDUFA10 APBB1IP EFNA3 C9orf152 SLC2A4 SLC35E2A HTN1 USP22 DOCK5 ZNF703 PLCD4 CPD SYT7 FMNL3 DCX BPIFB4 IL2RG CCN1 COL16A1 PSME3 DAAM2 CNDP1 ZNF436 ARGFX RBFOX1 RBMS3 UBE2R2 RPH3A BAZ2A SZRD1 IQSEC2 CYP21A2 ERGIC1 SHH SOX11 ATP2B4 GOLGA1 SIX2 SH3PXD2A EOMES PPP3R1 TACR2 ANGPT1 FBRS SOCS7 SNX18 VPS35 PLXNA2 TUBG2 SCUBE1 SNAI2 VAMP3 TFCP2L1 MECR RIMS4 SMARCC1 DENND6A ZNF324B JPH2 NLK KCNH7 GLYCTK ZFP3 SLITRK1 CD38 ZBTB4 DEDD CREBRF MBLAC1 KCNE5 RNASEH2C POU3F4 TBC1D30 CARD18 WDR92 SDK1 WBP2 AMMECR1 CHST14 PFDN1 DDX27 CTXN1 SCRT2 CNTLN LARP1 MIR9902 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9902 UNKL CALU CREB5 RGS6 MCF2 CHRAC1 OTP RWDD3 TNPO2 PALM2AKAP2 NR2F1 OGT CRTAP CHRDL1 AKIRIN1 ICE2 PDLIM4 P2RY14 KDM2B XRCC5 PIAS1 BBX XIAP ETNK1 CPSF2 PRPS2 TRIM60 POU3F3 EPHA3 FCAMR ZNRF2 RPF2 SLC12A3 EID1 TBL1XR1 PAQR6 BICC1 NKRF SLC25A27 GALNT13 SHCBP1 GOPC KLF7 CEP170 PSMF1 PPP2CA TP53INP2 URM1 PADI2 ESF1 GLUD1 SYNGAP1 A2M LIN54 ADAM12 IRAG1 STX17 AMD1 SLC30A5 SLC35A3 FIP1L1 PRR15 DPY30 GRM5 NRXN1 ASIC1 BPNT1 NDUFB6 PDCD6IP IL20RA ELOVL6 PCGF5 PPP1R21 LRTM2 ENPP3 ANKLE2 C1QL3 CTDSPL2 PTER BLOC1S6 TAF4B DENND2D ARHGEF3 DNM1 PRTG USP16 COPS8 ANKRD61 ACTN4 GHITM HSPA13 PGC FRAT2 SPTSSB MKX ANTXR1 TNFSF4 CUL4A CABLES1 CHMP7 IKZF2 CERS6 ZMYM4 TFPI FUT1 CHD1 RNF2 AGTR2 ME2 MFSD11 BDH2 P4HA1 SSRP1 KRT5 SLC39A9 H3-3A SH2B3 CNOT4 CNTNAP5 MTMR12 ARRB2 ISCA1 ADTRP TRIM9 GPANK1 PSMD9 CLEC12A ADCY1 PIGA RALGAPB KLF2 FAP DTNA PAFAH1B1 NEXN CHERP NAV1 GMFB TTC7A TRAF6 PRPH2 ARHGAP19 ELAVL4 CFAP47 RAPGEF4 AOPEP G2E3 JPH4 PVALB TCAF1 PALB2 TBX15 SHTN1 HBEGF CEP57L1 C18orf25 TRIO STIM2 MORC3 NPAS3 CERT1 PITPNB NEGR1 CTNNA3 CFAP221 ARHGEF12 SNX7 FAM189A1 LYRM9 PTPMT1 METTL21A SEL1L ATOH8 KCTD2 EFCAB2 PHF6 IBTK SPOCK1 TNFRSF1A GPR62 TLN2 FGD4 ANKRD28 GPA33 DCBLD2 ICMT C5orf47 STUM FZD3 SHKBP1 THBD GLTP MICU3 ELK4 TIPRL UFC1 SUDS3 PDE4DIP ZNF587B CCND2 PPP1R12A ZNF814 TNFRSF10B ELMOD1 RWDD4 G3BP1 CPD HSD17B12 HECTD2 UBR2 CALCRL SCG2 FSTL1 CDK6 GABRA5 WDR5 STARD7 PSME3 POU2AF1 TANK NXPH1 OTX1 DCAF12L1 SLC25A33 ZBTB34 CEMIP2 PDIK1L ZSWIM6 RTF1 BOC NUCB1 HELQ SACS PCGF2 TP53INP1 DTD1 ADH5 ADCY2 UBQLN1 SRSF1 ZBTB20 EIF3A SLC7A10 PLXDC2 MED13L POU3F1 SKIDA1 RAB21 CLSPN SERINC3 FAM199X ZBTB8B CORO1A SPATA8 SLC30A7 SIAH1 FOXO1 FOXJ3 KIF11 GARRE1 ZFR RPAP2 MGP SREK1 PIGN NMT2 TNIK NEXMIF CLMN IL10RA PPM1H OLIG3 RNASEL TRPC5 UNC119B POMT2 FGF4 RNF212B AJAP1 XPNPEP3 NR4A3 ZNF827 DNAJC15 DPP10 GRPEL2 ZNF776 IL1A CCDC141 MIR641 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR641 AFF4 CDKL5 ZEB1 B3GALNT2 MBNL3 ANKRD13C UBE2D3 SDR42E1 DDX3X MAPK8 RPS6KB1 ATP9A SLC10A7 IL17RA YWHAB CGGBP1 NCBP1 SEC14L1 KLF12 RIMS1 TNPO3 TRPS1 ZDHHC15 GEM GRIP1 TGFBR1 BCL2L11 SECISBP2L LHX6 BRINP3 IPO7 MYH10 RMI1 NEO1 ELAVL4 ADAT2 KLHL32 DDX5 LAYN ZCCHC4 EFNB1 UTRN EBF1 BRAP DOCK9 DUSP3 TP53INP2 EIF4G2 CNOT6 IRX5 PROSER2 USP33 CYSLTR1 SELENOP TNFRSF21 CSNK2A1 KLHL8 B3GLCT TMEM47 PDE4D KIF13B DBT KIAA1143 POLR3D DCUN1D5 SLC4A7 RGL1 LRRC8B PRKACB SNX2 ELOVL6 TLNRD1 FNIP1 PAM DEPDC1B DENND1B PCSK2 MAX KLHL28 RAD21 LRRTM1 PCDH9 MAP1B OSBPL8 PUS10 CNOT9 DTWD2 RBMS3 KCNB1 MPP5 TGFBR3 ZFHX3 STRN3 SBNO1 NUS1 BNC1 SERPINI2 SOX6 PTPRG TMEM263 PAK2 RPS6KA4 GORASP2 SIAH2 MAPK10 USP37 PDE3B AFTPH PTGR1 STC1 BTLA NRIP1 ARID5B MRTFB CPED1 MAL LYSMD2 NRG2 FAT1 KPNA2 GNAQ TCTN2 TTC14 FAM47B SLC4A8 ZNF677 IFFO2 GBF1 ZNF106 DAAM1 ZNF714 METTL21A RAPGEF6 GRK3 MAPK8IP3 ARHGAP32 DNAJC27 LEKR1 KIAA1549 DENND11 SYT6 CNTN1 RCOR1 ZC3H12C ZHX1 BDP1 UBE2V2 WAPL RPIA SRP72 SERPINB9 WBP4 ITGB8 LRATD2 SLC39A11 LRP6 MMD NCOR1 CAMTA1 EIF4A2 HOXB2 USP44 FZD8 KCNJ2 SETDB2 PLA2R1 ZNF804A SEMA3A LIN28B PAK5 MINDY2 NUP62CL NBN STAM ZFAND5 COL4A3 PCDHA2 APOOL PMAIP1 IRS2 CREBZF LPCAT2 LRRC2 EIF5 SCGB2A2 C10orf88 MAGEE1 STEAP4 PRPF4B DOK6 TRUB1 MARCKSL1 OTUD4 PODXL PDCD4 SNX9 PRSS12 RFX7 SNRK CNTNAP2 CDK8 ZRANB2 FEM1C GPC5 LRRC8C CCDC6 GPATCH2L ERLIN2 ITGA9 SYTL4 VEZF1 RELN HP1BP3 HSF5 SATB1 MYOZ2 KDM5A OMG PTGS2 SRSF12 GPALPP1 FAM102B ENPEP COLEC12 LXN TRIM10 ROBO1 ZNF519 INO80D RRS1 GNG12 ATP6V1C2 PARD3 MARCKS EFCAB14 SOS2 ZBTB41 PTPN4 FAM220A PTPDC1 RNF145 COL24A1 ACYP2 NUFIP2 CSNK1G3 RSPRY1 PPP6C MAN1A1 SCN2B SMIM13 ZC3H18 PPP3CB NR4A3 GABRB2 AMOT MAL2 ATXN3 METTL8 ROR2 MIR4458 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4458 TNFSF9 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 HAND1 DMD TSEN34 OSMR SLC16A9 FNIP2 PEX11B COL1A2 PDPR USP44 FZD3 NME6 PTAFR PLAGL2 CERT1 RSPO2 LPGAT1 ENTPD7 BZW1 DHX57 XRN1 NME4 SCN11A CPA4 MMS22L SLC5A9 DUSP1 KDM3A ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 MTDH FRMD4B ABCC5 FIGNL2 DCAF15 DDX19A DVL3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B RUFY3 ZBP1 IGF1R CCND2 TTLL4 E2F5 CD59 PTPRD ITGB3 MTRES1 MAP4K3 BIN3 THOC2 ABT1 ZNF280B PDE12 SALL3 POLL GPATCH2 PGRMC1 HECTD2 UTRN CERCAM SLC25A27 PRRX1 SNX16 RAB11FIP4 ACVR1C NR6A1 HDX FAXC TET3 SENP2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL ACER2 KLF8 KCTD17 DDX19B GDF6 PCGF3 LINGO1 PARPBP YOD1 IGDCC3 IGF2BP1 IRS2 ZNF583 ACTA1 SLC38A9 NPHP3 FIGN ZNF322 OPA3 SUB1 COL3A1 DIP2A GAS7 ASAP1 BEGAIN UGCG ERCC4 TAF9B EEA1 SMARCAD1 EDEM3 GFM2 HDLBP MDM4 POLR3D CEMIP2 EFHD2 CEP120 C15orf39 IGDCC4 IGF2BP2 BACH1 FASLG ATP2A2 DPP6 STIMATE CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 PLPP6 CLDN16 GTF2I ARHGEF38 PBX1 RNF165 STRBP IGF2BP3 MRS2 TSC1 B3GNT7 USP38 USP24 ZNF644 ELF4 ABL2 ATP8B4 PPP1R15B NYNRIN SLC10A7 PRTG PLA2G3 TRIM71 COL4A6 SCN4B C19orf47 NAP1L1 STK40 SKIL B4GAT1 CEP135 STX3 PLXND1 ADRB2 GJC1 CD164 EEF2K LRIG2 GNG5 PLPP5 CCNJ GALC MED8 DDI2 SLC20A1 GYG2 CLDN12 HIP1 AMT DLC1 CCL7 RDX TMPRSS2 CRTAM GAN SLC2A12 HOXA1 ERO1A SNX30 CNOT6L TMEM65 SPRYD4 NHLRC3 LIPT2 PEG10 ATL2 SOCS4 DNAJC1 DNAJA2 SALL4 STARD9 ZNF710 ONECUT2 SMC1A PIK3IP1 SMIM3 IQCB1 SLC31A2 NEK3 ARID3B ADAMTS15 FAM104A GABBR2 RASGRP1 HAS2 ANKRA2 CDC34 KCNJ11 AGO4 GPR26 AGAP1 ZBTB8B FNIP1 SLC5A6 RAB8B KLHL31 ZNF516 EDN1 HIC2 OSBPL3 LIN28A DTX2 SLF2 FAM122A GATM FNDC3A ZNF275 FRAS1 TRIM67 APBB3 SENP5 NRAS CDC25A LIPH COL4A1 ARL5A KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 TMOD2 UHRF2 VIRMA GALNT1 HOOK1 ADAMTS8 HIF1AN SIGLEC14 PBX2 NGF ABCB9 ARHGAP28 LBR MAPK6 RNF20 CARNMT1 GNPTAB AEN NIPAL4 ZNF512B PLEKHG6 INSR GCNT4 ELP1 SEMA4C FZD4 XKR8 GALNT2 XYLT1 PXDN SRGAP1 FAM135A FGF11 MBD2 POGZ COL27A1 E2F6 MAP3K9 KCNC2 FAM189A1 C14orf28 RALB RBFOX2 MAPK8 PALD1 GPCPD1 RICTOR KLF9 SLC35D2 LIMD2 CDKN1A SIGLEC5 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 AMOT ZNF784 CPEB2 PCDH19 TMEM167A CHD4 IMPG2 E2F2 DTX4 PRSS22 C5orf51 PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 MIR3973 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3973 MEST BAG5 ADAM22 SLC38A2 WTAP ZNF281 SLC30A7 NOVA1 NHSL1 PGR MAPK8 RALGPS1 LARS1 CENPW ZNF770 PTPRE AKIRIN1 ROBO2 LRCH2 KLF15 VPS29 DCAF13 CACNB4 NET1 ATXN2 FLRT3 NMD3 PSMA1 PRPS2 OGFRL1 AKAP11 VPS26A CRIPT TAFA1 ADK TCF7L2 FAM13C ZNF706 EPSTI1 CLCN4 LUC7L3 FGF23 DLG5 NBPF11 PLCB1 NOX4 GFI1 GTDC1 THRAP3 KIAA1191 ZNF670 TRDN CCP110 RAP2C KLHL23 PAK5 SORCS1 CSNK1E EXD2 SLC4A7 LARP4 UGT2B7 TENM1 DIPK2A FSD1L PRKAA1 CERS6 NECTIN2 PPP5C AHI1 AHCTF1 CXCL12 NVL DCLK1 TNFAIP8 KCTD18 LHX8 GABRA4 UXS1 GK C18orf54 UBA5 BLOC1S6 NUP50 DDX46 TAF12 ACTR3 KLHL28 PMS1 PCDH9 HNRNPM CSGALNACT2 MKX PBK KIAA1217 GLRB VAV3 ADAMTSL3 APBB2 MAGOHB CSPG5 TSHZ3 VKORC1L1 COL5A2 CWC22 RICTOR NUS1 KLHL2 ASXL2 THSD7A S100PBP TOMM20L BNIP2 RIMKLB VAMP4 RGPD5 MYZAP ST8SIA4 PLEKHA1 C7orf25 FBXL5 SMURF2 BOD1L1 ATF7IP CXADR KLHL11 USP37 SESTD1 ERLIN2 CPSF6 SBF2 AZIN1 SMAD1 SON HIPK3 FZD7 PRKRA PARD6G UBE2D2 TCAF1 PDS5A PDCD5 HBEGF GCC2 ANKRD20A4P LHX2 CELF3 SNW1 ZCCHC2 DCAF7 RNF149 SMAD7 WWP1 ATP6V0D2 KMT2C FAM120A PRKCI AP1AR RASA2 FGFR1OP2 PRPF4 GPM6A LCOR SENP7 DTNA PCDH19 XRCC4 NBR1 RNF144B IFRD1 FXR1 SERPINB2 CLOCK CFAP97 NAA16 SCN8A NBEA RORA PLAC8 COX11 KLHL29 MINDY2 GFPT1 SELENOT CDKL2 GNAI3 IPMK CLCA2 IKZF5 TMEM229A MSH2 SHROOM3 DPH6 RAB39A PSME3 KIAA1328 DCK CYP7B1 MTMR6 FIGN SUB1 NHLRC3 ZNF451 ZFP36L2 ACTR6 GABPA TPTEP2-CSNK1E RGPD6 RRAGD CACNA2D3 LRP2 ADCY2 AK7 PLPP5 ARL17A SPTY2D1 MED13L ELL2 TMEM65 SPTSSA GPC6 RAB21 SOX14 POMC CDK17 BAZ2B TAB3 RAB8B PHF13 LAMP2 TBC1D23 ANKRD20A1 AAK1 GALNT1 TNKS INO80D NPY1R ATRX ZFP91 HEY2 HIVEP2 NEXMIF RGPD8 PDCL JAZF1 JMY ZBTB41 BBS10 STT3B SCML2 OGA NUFIP2 CREBRF RSPRY1 PALLD KAT6A SCAI ARRDC4 TMEM167A ANKRD20A2P PIKFYVE METTL8 LET_7A_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7A_2_3P BCL6 AFF4 M6PR NFKBIA SAT1 ZEB1 PPP4R1 FLRT1 SLC20A2 WIPI2 PRR20C BCL2 NEK6 CADM2 NID1 MXRA5 MYO1E NR2F1 ARL8A C1orf112 NKX2-1 LINGO1 TANC2 HIVEP1 JMJD1C AKAP1 RFX4 RORA VLDLR HMGN1 BAG3 BBC3 ITGA10 HSD11B1 KDM3A CDYL KDM2B PDSS2 BACH2 GABRA5 TCAF1 ABCC5 DCUN1D1 HPS1 ZNF367 LMX1A CPEB3 CD83 LIN28B C16orf54 FLRT3 RAB5C ZFAND5 GDNF FBXL3 FLI1 CPEB2 SP3 PSMA5 PGAP1 FEZF2 CRISPLD1 WTAP HMGB2 ANP32B BCL11B RAB14 MAP4K3 DAB2IP HAT1 DYRK4 ARHGAP44 CXCL10 SALL3 TCF7L2 HECTD2 PRR20A THAP11 GGNBP2 ATP5MD FAXC HCN1 FMR1 KLF7 TMSB4Y XPO4 SP1 PAPPA C1QBP POLH ARID4B TMTC1 SYNGAP1 BAP1 PLCB1 CNKSR2 MRFAP1 GDF6 GABPB1 ABHD17C DCTN2 FBXO34 HS3ST1 CDH11 SLC35A3 CCSER1 PRR20E PDE4D MEMO1 ELAVL1 ADGRG3 ZNF341 STXBP5L TSPAN3 KCNK1 BRD1 LRIG1 NECTIN3 RBM27 CIBAR2 CXXC4 NCOA6 RAI1 LARP4 MYT1L SUSD6 CCDC126 IQCK ATP2A2 TOMM20 SLC6A17 IP6K1 PCGF5 KAT6B BAZ1A SLITRK5 TENM3 RBMS3 MBD5 ZNF143 DACH1 SNAP91 RBMS1 SLITRK3 TBP CITED2 CTDSPL2 MAGI2 RTL8A NECAB1 VANGL2 GNAL CACNA1D ARHGEF3 KANSL1L RAD21 TDO2 PPARGC1A ANTXR1 MEA1 NAT8L REV3L SHOC2 TMEM170B UCK2 GNG5 VAV3 USP6NL MED13L ATAD2B DLC1 HS6ST3 RXRG ANKS1A HOXA1 EIF4ENIF1 FAM43A RNF38 AP3S1 LRP12 EBF3 MBNL2 TMEM130 C15orf40 LETM2 ATL2 FUBP1 ROCK1 AP4M1 VEZF1 BCAS1 LIAS TMEM165 ALX1 SH2B3 KIAA2026 VAV2 TAB2 UBE2G1 RALYL DNMT3A NAMPT MCOLN3 KCNJ6 RXRA TGFBRAP1 ADGRL2 NFIA PGRMC2 RMC1 CDADC1 GSK3B MSH3 KIF13A ZNF384 HID1 ARL8B TMEM106B FOXJ3 CDH4 COLEC12 SLC35F3 OSBPL6 AAK1 SNRPB2 IL1RAP NLK DPY19L4 PRR20B ITGB1 ARHGAP11A FAT1 FLT3LG STARD4 USP42 ABTB2 CUL1 PRIMA1 LRRTM3 TRHDE MYCBP2 CNTN1 SLC24A2 RBBP5 GRB10 FZD4 ATP13A3 EFEMP1 SGK1 KRTAP4-9 PPP1CC RFX3 TNFSF11 SLAIN2 PDGFRA RASGRF1 MAP3K20 ADGRL3 SDC3 B3GNT9 KAT6A PAPSS2 UNK RASL11B TAOK1 ZNF90 ZIC2 FBXO38 OSR2 ATXN7L3 SF3B1 PRR20D DSCAML1 ZNF638 RD3L KPNA4 SMG1 MEGF11 ARFGEF1 SHISA6 C1QL1 KCND2 QSER1 CCNG2 HAPLN1 NET1 MBTD1 MIR105_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR105_5P MDM4 CREB5 AFF2 ZEB1 FMO1 MORF4L2 ARHGEF7 NEK1 GOLT1B BTBD11 CBL SHISA9 TRAM1 SPATA13 MIER3 DGKH SLC44A1 ASAP2 DCUN1D4 MSANTD4 NSL1 PRPF40A API5 ATP2C1 ZNF532 PPFIA2 ZNF302 GDNF MYB LDLRAD3 SSH2 REST PARP14 F13A1 ITM2B FNIP2 ADAT2 SDCBP DNAJB14 ARPP19 TBL1XR1 FUT9 SCAPER DUSP16 ZIC3 SUZ12 CD274 INPP5F AP1S3 CARMIL1 NABP1 EIF4G2 TAF2 LPIN1 KCNJ13 RPP14 TES RNF170 TFCP2 HNRNPK ITGB6 STXBP5 AGO1 RAP2C PDE4D CP ROR1 DET1 TAF9B STXBP5L NRXN1 YTHDF3 UBE2K WASHC4 EPHA5 PJA1 CD24 RAMAC COQ9 KRT1 FSD1L C18orf63 MGAT4B CYP51A1 RCBTB1 TTC3 CITED2 ST8SIA3 NKAIN2 PTPN11 NUP50 RAPGEF2 ITGA6 GPR12 VCL COPS8 CELF1 QDPR ACADSB C17orf58 RBMS3 SMNDC1 PHEX MLLT3 TEKT3 GRAMD2B KRAS ACER3 ZNHIT6 TM9SF2 ZNF33B C2orf68 SLF2 POMP NEDD4 TEX2 CALM1 LEPR STARD13 RAB2A USP37 HMMR MICOS10 HIPK3 TJP1 CHRNA9 FAT1 SLC10A7 CLDN10 UBE2D2 RHOBTB1 KIF5B SLC17A6 BICRAL CDC5L PPP1CB SSBP2 TMEM64 ULK2 WWP1 GPCPD1 SEL1L ABCA9 TEAD1 MECP2 SPOCK1 SLC4A1AP GPR137C SCN7A CRAMP1 L3MBTL3 ACSL3 PCSK5 TMEM265 ENDOU TULP4 CCDC34 ELK4 SPATS2L CRYZL1 LMO7 KIF1C PAN3 MED14 TM9SF3 CDC14A MAGI1 OSTM1 SLC12A2 BCL11B MSI2 FIGN FGFBP3 GJA1 CDH2 UGGT1 PLCL1 ATP8A1 TMEM97 FASLG KHDC4 SLITRK5 DMRTA1 OGG1 WAC PBX1 TRA2B SLC5A1 ST13 AMOTL2 USP15 ATAD2B RNF38 PTPN13 PPP3R1 BRWD3 MAP3K8 AMDHD1 PRKAB2 FLRT2 KIAA0408 BMPR1A BMP2K ZNF24 EPHA4 DENND6A SLC7A11 GNG12 CD40LG SRGAP1 STT3B CAB39 LIMCH1 ODC1 CRYL1 POU4F1 MRAP2 KBTBD8 SELL CDK12 UBE2V1 MIR4477B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4477B ACVR2A SRPK2 MBOAT2 ZCRB1 CPEB1 RRM2B FKBP5 EYA4 SLC27A6 WTAP PDCD10 NID1 MAP4K4 CKMT2 SLC50A1 PRRG1 HIPK3 SLITRK4 TPD52L2 CXCL6 ZBTB7A KCTD7 HIVEP1 TMEM218 HDAC9 ATG5 DGKH VMA21 DZIP1 FGD4 SOD2 PIFO GEMIN8 TEX12 ANKRD13A TCF4 RNASE4 RAI14 MOB1B RCOR3 TIPRL GNPNAT1 DCP1A GALNT3 CHCHD7 FLRT3 ZMYM1 EPHA3 AKR1E2 SPON1 MINDY2 CDC73 N4BP1 RMI1 DLG1 YAP1 PIK3C2A RNASE11 BCL11B PEG3 MPZ GPT2 ZBTB10 TBL1XR1 TCEANC CPD KLHL14 UNC50 ATP11A PAQR3 ADAM23 MEAF6 ITPR3 TBCCD1 PTGDR TRPM1 ATP5IF1 MAP3K2 LSMEM2 GET1 GPSM2 REEP1 ZNF608 RAPGEF6 RELN IPCEF1 CFL2 ARHGAP6 PON2 DHX40 CEBPD CPPED1 TBX3 PLAU RIOX1 RIF1 MAPKAPK2 AIDA RAB2A STEAP2 SERF2 ADGRL3 PPCS UTP14C LMBR1 SLC39A14 MKLN1 PABPC1 CMC1 SREK1 UBE2A DCUN1D5 ENDOV IFITM10 CDON CCL4L2 FBXO25 PWP1 EPM2AIP1 ZCCHC14 HEXIM1 PHACTR2 ZNF333 TXNDC16 SPATA6L LRRC19 SOCS4 HECTD1 HES5 NANP DDX46 ARHGAP18 MS4A12 ARHGEF3 B3GALNT2 SPRED1 ABL2 DAZL SCN1A EIF5A2 TMEM38B PNPLA1 SRSF2 MON2 FAM214A ZDHHC9 SPRTN USP10 BRK1 TTC22 TMEM108 CHD6 STARD5 PSME4 MGAT4A RPRM SORCS3 CCNJ SULT6B1 NEXN KAT6A DENND2C ZFP42 PCSK6 HSPA9 TGFBR3 COL5A2 TDRD6 RYR3 ELL2 ERO1A MDGA2 THBS1 SPTSSA NCOR1 GOLIM4 RAB30 ELFN2 RAB40B PTGFR PSEN2 ENOSF1 SMAP2 LUM CPE DAAM1 MED13 SEC22B SLC46A3 SLC1A4 EPHA7 CETN3 CEP112 ZNF124 SRSF8 FABP2 CD19 GBP3 C14orf39 ESRP2 DYNLRB1 TRIM2 VPS13C CASC3 CETN1 GPR22 GCN1 PDE3B NAA30 RPS6KA3 OSBPL6 AAK1 PTAR1 CCT8 UTP25 DNM3 ARPP19 BMP2 VPS53 TRAPPC3L GTF2I BMPR2 HOOK1 GATAD2A INO80D RNF216 ING3 FKBP15 TTC21B PPP1CB GREM1 ZMYND19 TIMMDC1 AAGAB AKAP8 RHOBTB1 TFDP1 AEN UBR3 C18orf25 MAGI3 SNX6 MORC1 FBXO22 MRPL17 SGTB NUFIP2 YOD1 SOX9 CRYL1 TSPYL1 PANK3 TEAD1 BMP6 MAB21L1 PHF6 EIF4G2 CLOCK SPIN1 SPOPL ZER1 ZNF800 MICAL3 AMZ1 GPR37 MIR5580_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5580_3P EVI2B ADAM22 AFF4 SELENOI TAF1B C7orf26 GGACT GAB1 HMBOX1 ZNF281 KLF4 RPAP3 ARAP2 TMBIM4 DNAJB4 PFKFB3 CCDC96 SLC30A7 HIVEP1 LCA5 ANK3 DICER1 PHC3 TRIQK ZNF101 DCUN1D4 USP28 CD109 CNTN4 NCAM1 GABRA5 CCDC90B ZNF532 AKAP12 EPHA3 RAP1B CASP8AP2 DISC1 ZC3H12B PAXBP1 GABRA6 EYA1 SLC6A15 ATP7A PCNA SNTG1 TRERF1 TNKS2 PUM2 PNN GPR65 SLC16A7 BCKDHB RAB2B SUZ12 FAXC IKZF2 CARMIL1 TET3 LEMD3 SLC4A7 TAF2 ZNF236 PUDP ATRN GABRA1 PRDM1 CCSAP ATRNL1 CSNK1A1 FBXO27 WRAP73 FAM126B TMEM168 MSC RORA MAP4K3 SCN2A CDH23 NRXN1 KCNMA1 PHF20L1 TPD52L1 CSN2 SPAG9 SPRY3 IQCJ-SCHIP1 LTBP1 IL17A CACNG7 ANKS1B RASSF8 DACH1 COL11A1 PLA2G12A PROX1 ARHGEF38 BLOC1S6 CLTC SMIM10L1 HTR2C ERICH3 SHISA9 DPYSL2 GJB7 CLDN1 RPA2 FBXO38 PID1 PTGER3 OSBPL8 PI15 CU634019.1 MKX CEP135 CRPPA PHACTR2 MIA3 ATP1B1 GPR148 VKORC1L1 CTR9 TMEM154 LIPT2 LPP ENOPH1 FNDC3B KMT2E MEF2A KIAA2026 PAX4 RAB3IP CLEC5A FNIP1 GPD1L SENP7 RCN2 VPS35L GIGYF2 ZDHHC20 TTC9 INO80 RPGRIP1L SLC2A13 SESTD1 MTMR2 TMEM51 STAG2 RAB22A CFAP47 UBE2T STARD4 THAP1 PIK3R1 SNRNP48 GABRB2 CHORDC1 MSI2 PRRG4 USP15 ATF7IP TENT5A TMEM64 TRIM2 ST18 TMEM108 UNK ANO4 TAOK1 AP1AR DNAAF4 CDK7 IGFBP1 ZMIZ1 BNIP3L MEGF11 VEGFA FXR1 WDR44 VPS13A INTS8 MTMR10 AKT3 HIPK1 RNF11 TARDBP LARP1B JADE3 MAPK1IP1L STARD13 HECTD2 ATP6V1A BMS1 UBR2 CDC14A APOOL FAM76B PDE10A RERG RNF216 ALG10 EPPIN AK4 PFN2 LEPROTL1 SLITRK5 BTAF1 SCN9A CU633967.1 DUSP10 APOL6 ALG10B ABHD13 DAPK1 ARL17A ATP2B4 KCNJ3 ZDHHC21 CNIH1 WDR7 VCAM1 PPP3R1 FMO2 ZNF407 CU633904.1 SERPINB5 TIGAR ATXN7L3 ACTC1 EPHA4 DENR NLK INO80D SIPA1L3 NEXMIF PCDH10 MSTN JAZF1 ASPN FP236241.1 CREBRF SOS1 PNRC2 TMEM215 ADAMTS1 KPNA4 FKBP14 CCDC141 MIR320A_3P_MIR320B_MIR320C_MIR320D http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR320A_3P_MIR320B_MIR320C_MIR320D IPO5 CREB5 PCDHA2 AFF4 CBWD5 CDKL5 SMARCD2 RBM24 ZNF281 NRN1 C6orf118 TDP1 MLF1 PHC3 SAV1 TUSC3 PCMTD1 ANKRD13A RAB18 BLCAP DCP1A DSCC1 MTDH GPRASP1 LMO3 DDX54 DYNC2H1 TRABD2B PLPPR1 N4BP1 IPO7 DNER ARFIP1 RBBP6 CNOT7 FAM91A1 ACTL6A RBMXL1 RIT1 VEPH1 GABRP ARPP19 NRP1 PDZD8 NR2C2 DUSP16 ATP11A CYLD ERMN TSC1 PBX1 TGOLN2 CD274 GOPC PFKM NABP1 CNOT6 FAM160B1 GXYLT1 PBX3 PDE1C RNF185 CNKSR2 CANX GPBP1 PCDHA12 FAM126B TMEM47 ACOT7 ZNF670 ARHGAP5 UTP14C CFLAR PHF1 USP46 EOGT ENY2 CXXC4 DHDDS CDK13 SNTB1 KLHL15 USP25 STK26 AGPS IDE IRF6 ELOVL6 ITPK1 ZNF652 PCGF5 NETO1 JPT2 GABPB2 BAZ1A TMEM255A MAPK9 GSKIP MXI1 PCDHAC2 ZBTB44 IGF2BP3 CD74 GNS BLOC1S5 SLC25A36 SOAT1 RAD21 LRRTM1 COMMD3-BMI1 LHFPL3 SAXO1 PCDHA10 NAA20 CYTH1 SMNDC1 CD96 TSHZ3 CXCL14 CDH20 MLLT3 HELZ CAPRIN1 ITGB1 MTRF1 MDGA2 HSPH1 ATF7IP2 QSOX2 RP2 PRKCG BNC1 SOBP SH2B3 PIK3CA CNTNAP5 KLHL36 RASA1 CUX1 HADH KCNS3 ARF1 PPM1B RCN2 PCDHA5 VDAC1 RC3H1 BOD1L1 ESRRG DTNA SEC63 SGCB PHC1 FAM155A IDS MCL1 SMAP1 ZKSCAN4 ING5 CPED1 MANBA TBX4 HSPA4 TRIAP1 PCDHA9 RHOBTB1 PDK1 TC2N NXT2 CERT1 DMXL1 NEGR1 WDR19 SDHD SHCBP1 PCDHA8 VHL EYA1 PLEKHA5 GPCPD1 SPPL2B TMEM108 TENT4B NCK1 PPP1R3E PCDHA3 MFSD14A UMAD1 FLRT3 PCDH19 SH3GL1 NRXN1 DCC SPOPL ETV1 RAI2 CYP1A2 PCDHA6 DCBLD2 BHLHE41 SATB2 PELI2 LRP6 SOGA1 HIPK3 FAM117B DISC1 DLX1 GNAI1 AGFG1 MPPED2 GNPDA2 ABCC5 CPEB3 SEMA3A ADAM28 PAK5 MINDY2 PAN3 RAB14 PCDHA13 CPD TNPO1 HECTD2 BNIP3 CDK6 MAGI1 ACBD3 YOD1 GSPT2 KLF13 ADCY3 ZDHHC3 YWHAH MAPK8IP3 FOXQ1 CALN1 CDH2 CEMIP2 AK4 EFS KLF5 ARMCX2 APPL1 ZSWIM6 RBMS3 KITLG GSPT1 PCDHA11 ABHD13 EXO1 ALOX12 PCDHA7 PCDHAC1 ENTPD4 FRRS1L PCDHA1 LZTS3 ELL2 CNOT6L ATG14 MEX3B RNF138 ADAL ADIPOR1 ONECUT2 ATL3 BRWD3 GCG SLC9A2 EMILIN2 TIGAR SERF1A EIF2D BMPR1A PRPS1 TRIM32 COPS2 ZC3H7B TFCP2L1 RBPJ GTPBP2 RIOK3 ARL8B WWC2 FEM1B TMEM64 ITSN2 HIVEP2 GTF2A1 UBR3 SERF1B JMY SESN3 PALM2AKAP2 NPAS2 GRIK1 FIGN TBC1D15 NUFIP2 PCDHA4 TFAP2B PALLD NAP1L5 RBFOX2 LARS1 RELL1 PIGK PLXNC1 PTGFRN LET_7D_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7D_5P TNFSF9 MASP1 HSPA14 C8orf58 RGS6 MIB1 AP1S1 CPEB1 HAND1 DMD TSEN34 OSMR SLC16A9 FNIP2 PEX11B COL1A2 PDPR USP44 FZD3 NME6 PTAFR PLAGL2 CERT1 RSPO2 LPGAT1 ENTPD7 BZW1 DHX57 XRN1 NME4 CPA4 MMS22L SLC5A9 DUSP1 KDM3A ZSWIM5 PLEKHO1 EIF4G2 TGFBR3 MTDH FRMD4B ABCC5 FIGNL2 DCAF15 DDX19A DVL3 LAMP2 LIN28B TGFBR1 RFX6 DLST STARD13 KLHDC8B THRSP WNT9B RUFY3 ZBP1 IGF1R CCND2 TTLL4 E2F5 CD59 PTPRD ITGB3 MAP4K3 BIN3 THOC2 ABT1 ZNF280B PDE12 SALL3 POLL GPATCH2 PGRMC1 HECTD2 UTRN CERCAM SLC25A27 PRRX1 SNX16 RAB11FIP4 ACVR1C NR6A1 HDX FAXC TET3 SENP2 ZBTB5 MYCN PAPPA BEND4 MARS2 GXYLT1 CADM2 PBX3 FBXL12 TMPPE LRIG3 COIL ACER2 KLF8 KCTD17 DDX19B GDF6 PCGF3 LINGO1 PARPBP YOD1 IGDCC3 IGF2BP1 IRS2 ZNF583 ACTA1 SLC38A9 NPHP3 FIGN ZNF322 OPA3 SUB1 COL3A1 DIP2A GAS7 ASAP1 BEGAIN UGCG ERCC4 TAF9B EEA1 SMARCAD1 EDEM3 GFM2 HDLBP MDM4 POLR3D CEMIP2 EFHD2 CEP120 C15orf39 IGDCC4 IGF2BP2 BACH1 FASLG ATP2A2 DPP6 STIMATE CLP1 LEPROTL1 CASP3 PIGA AHCTF1 CBX5 ZFYVE26 PPP1R16B PLEKHA8 ERCC6 PLPP6 CLDN16 GTF2I ARHGEF38 PBX1 RNF165 STRBP IGF2BP3 MRS2 B3GNT7 USP38 USP24 ZNF644 ELF4 ABL2 ATP8B4 PPP1R15B NYNRIN SLC10A7 PRTG PLA2G3 TRIM71 COL4A6 SCN4B C19orf47 NAP1L1 STK40 SKIL B4GAT1 CEP135 STX3 PLXND1 ADRB2 GJC1 CD164 EEF2K LRIG2 GNG5 PLPP5 CCNJ GALC MED8 DDI2 SLC20A1 GYG2 CLDN12 HIP1 AMT DLC1 CCL7 RDX TMPRSS2 CRTAM GAN SLC2A12 HOXA1 ERO1A SNX30 CNOT6L STXBP5 TMEM65 SPRYD4 NHLRC3 PEG10 ATL2 SOCS4 DNAJC1 DNAJA2 SALL4 STARD9 ZNF710 ONECUT2 SMC1A PIK3IP1 SMIM3 IQCB1 SLC31A2 NEK3 ARID3B ADAMTS15 FAM104A GABBR2 RASGRP1 HAS2 ANKRA2 CDC34 KCNJ11 AGO4 GPR26 AGAP1 ZBTB8B FNIP1 SLC5A6 RAB8B KLHL31 ZNF516 EDN1 HIC2 OSBPL3 LIN28A DTX2 SLF2 TMC7 FAM122A GATM FNDC3A ZNF275 FRAS1 TRIM67 APBB3 SENP5 NRAS CDC25A LIPH COL4A1 ARL5A KCTD21 HOXD1 TSPEAR IL13 CLCN5 ADRB3 TMOD2 UHRF2 VIRMA GALNT1 HOOK1 ADAMTS8 HIF1AN SIGLEC14 PBX2 NGF ABCB9 ARHGAP28 LBR MAPK6 RNF20 CARNMT1 GNPTAB AEN NIPAL4 ZNF512B PLEKHG6 INSR GCNT4 ELP1 SEMA4C FZD4 XKR8 GALNT2 PXDN SRGAP1 FAM135A FGF11 MBD2 POGZ COL27A1 E2F6 MAP3K9 KCNC2 FAM189A1 C14orf28 RALB RBFOX2 MAPK8 PALD1 GPCPD1 RICTOR KLF9 SLC35D2 LIMD2 CDKN1A SIGLEC5 ARMT1 SDK1 AKAP6 PXT1 RGS16 COL4A2 AMOT ZNF784 CPEB2 PCDH19 TMEM167A CHD4 IMPG2 E2F2 DTX4 PRSS22 C5orf51 PLXNC1 NKAPD1 XK DNA2 HMGA2 TMEM121B SFMBT1 TBKBP1 MIR7152_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7152_5P SIX4 SIKE1 DIP2B CBX6 CABLES1 IL6ST MARCHF6 NR2F1 PLAGL1 MID1 DDX3X TMEM178B PCDH20 CUL3 ZNF101 ZNF331 CYBC1 ZNF345 PRPF40A VANGL1 CADM1 ZADH2 KLHL13 CCDC47 PHACTR3 TNIP3 GDNF NCOA1 ZBTB20 IDS TENM1 KDM6A R3HDM1 ADRA1A APPBP2 PPP2R2B ZFP82 FYCO1 KIF2B DGKE CNR1 GSTO2 PLCB4 ZNF615 SLAIN1 ITPRIP DUSP16 TNKS2 ATP11A KCNMA1 RBM41 MTMR7 FAM86C1P UBXN2B BHMT2 DPY19L2 SOCS3 ANKMY2 NRG3 HERPUD1 ZC3H10 ZNF418 LYPD6 CASP7 ESRRB MTX3 MACROD2 FMOD ZCCHC7 GPR156 RREB1 STXBP5 FOXA2 ZNF596 ARHGAP5 GRIA4 HOXB9 SWAP70 EOGT SARM1 EPHB1 NETO1 BACE2 FNIP1 DCLK1 CCKBR TDRKH RABL2A CTDSPL2 TAF4B SNX10 SMIM10L1 ACTR3 EPHA8 RASSF6 CRB1 COMMD3-BMI1 MAP1B RFX3 POU3F2 LHFPL3 SOX12 KIAA0513 USP10 CAMK4 ZNF329 BHLHE22 MYSM1 RNF19A MTERF4 KCNJ15 EIF4E CNOT6L MLLT3 UPF1 CDK14 WDR31 TMEM154 TXLNB BACH2 LINGO4 LETM2 RICTOR RABL2B ZNF704 ELFN2 GABBR2 PIP4P2 SLC26A11 CD93 CREG2 CLCN3 USP36 WDCP CUX1 ZNF618 IQCJ EPB41L1 CIT AHCYL1 KDM2A TNFSF13B DNMT3A GRIN2A SMURF2 IRS1 SRSF3 SLC49A4 ADH1B TTC21B YWHAB TMPRSS15 NSG2 COA5 HNRNPA3 MPP6 SCNM1 KIAA1549L TENT5A VAPA PELI1 LPAR4 THBS2 ATP6V1G3 DKK2 GGCT COMMD8 ATAT1 PTPRB ETV1 TRIB2 CDK4 PLEKHA6 KPNA1 GRIA2 SLC22A10 FECH FAM189A2 ANKRD44 PDSS2 SLC35E2A WWTR1 TMEM45B SLC24A2 PLXNA4 TGFB2 FAHD1 HDX ZWINT DCX NF1 SLC12A2 NDUFA4 ARHGAP36 CSRNP3 YOD1 SLC25A33 AMBN CNGB1 GNL1 UHRF1BP1 ZNF100 DMRTA1 APOL6 NIPBL NLGN1 NRG1 ITGA10 NUDT21 RBM48 LCORL ENTPD4 HOOK3 DLC1 KDM4C BCAN SH3PXD2A RAP2A SPTSSA UBE4A ONECUT2 SV2C KLHL1 RELN ZC3HAV1 ZNF561 SEC22B LCOR NEFH TNRC6B SIAH1 FCGR3A SLC7A11 EBP MMRN1 MAPK6 NACA VCPIP1 PTPN4 CASP2 PHIP APOO RNF146 BICD2 KLF9 CLCF1 CACNB2 KCTD16 TET2 SMG1 OLFM4 MIR145_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR145_5P MEST DDC AGFG1 CREB5 DENND10 TFEC UBN2 TENT2 ITPR2 CACNA1D STAM DLGAP1 TPM4 CHP1 TTC26 ERG SEMA6A ADAM19 RPS6KB1 MPZL2 DNAL1 C2CD5 TULP4 XRN1 TMEM9B QKI ASAP2 TMEM139 SMAD3 ANKRD28 PLA2R1 CNTN4 TENT4B ELMO1 BACH2 TGFBR2 VASN ELK4 COMMD9 UBA6 ATXN2 ETNK1 AKAP12 NR4A2 LAMP2 SEMA3A MTF1 FLI1 CORO2B CRKL LDLRAD3 PLCE1 SSH2 PRKD3 ABR IVNS1ABP AP2B1 ST6GALNAC3 HS6ST1 SMAD5 HNRNPH2 RAB14 UMODL1 GLIS3 COMMD5 RGS7 FAM135A NECTIN3 G3BP1 BICC1 IPMK PLCL2 EBF1 RAB11FIP4 MAP4K4 BNIP3 MYO6 ABHD17B DOCK9 CSMD3 SENP2 ZBTB33 TPM3 NDFIP2 RIMS1 MYCN ERLIN1 CACHD1 CCN1 ABCA1 ADPGK NSUN4 PAN2 PRDM1 ADI1 NDUFA4 RNF170 PSD3 CASZ1 SAP30L GLIS1 CAMSAP2 ABHD17C SLC30A9 ABCE1 MYO5A ADD3 HEY1 SET RTKN RREB1 SRGAP2 TMEM184A VPS26A CSRNP2 KATNBL1 ANGPT2 YTHDF2 OSBPL1A RASA2 KCNK1 NAA40 USP46 KIF3A CBFB CAMKK1 ACTG1 ATP8A1 PRDM2 PPP4R2 KLF5 LRRC8B NUAK1 ARF6 ACTB PMP22 MYRF UHRF1BP1 RC3H1 DAB2 PHACTR2 EPB41L5 POTEM DAW1 DACH1 RCBTB1 SNX27 APLF SLC38A11 UXS1 MRTFB HECTD1 OGT MAGI2 FKBP3 CLCN2 SLC25A36 TGFB2 YTHDC1 REV3L NAP1L1 CARMIL1 PDCD4 MKX ATP1A2 OTOR IKZF2 SOX11 MYSM1 CCDC25 ZBTB20 GFRA1 MDFIC EXOC8 ZMYM5 MOSMO BCR DLC1 FLNB CLCN3 TDRD6 TMEM178A KDM7A DLX6 RPL36A-HNRNPH2 DENND5B TAT ZFYVE9 EIF4EBP2 ADCYAP1 EBF3 FAM174B GABARAPL1 NAA15 CAMK2D LRAT PTGFR AP1G1 HECW2 PPP3CA RAD51B MED13 PLXNA2 CITED2 PXN KIF21A SERINC5 KCNK9 ZFHX4 RASA1 RASSF2 SLC7A8 SLC5A6 RANBP2 FSCN1 HIC2 VWA5A ZBTB6 BTG1 KCNA4 DUSP6 FOXO1 TRIM2 EPHA4 CTNND1 NRAS INO80 RNF186 KLHL11 USP37 NAA30 NEDD9 DYRK1A CPNE8 KLHL18 TAGLN2 NAV3 GMFB EAPP TMOD2 GALNT1 ABRACL ZNF543 PCSK5 ZNF521 SNTB2 USP31 ERBB4 H2AX RNF207 LOX GABARAPL2 UBE2W GRB10 TRIO NINL TRPC6 YES1 ARL5B JPH1 HTATSF1 SRGAP1 MPP5 TPR TNFRSF11B NEGR1 ADAMTS5 COL11A1 TBC1D15 NUFIP2 ZNF626 USP32 PTPN12 SOX9 UNC119B HTR2A CCDC148 CHAC2 UBR7 EPS15 ADAM17 CAMK1D RIN2 CACNB2 HELB ALS2 FLRT3 ARL6IP5 SPSB4 SNX8 PSAT1 TMEM167A ZBTB10 PCBP4 AKAP9 ARHGAP6 COL6A5 SPATS2 QSER1 GJA3 NTN4 ITGB8 ARHGAP21 NET1 PURA MBTD1 MIR4429 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4429 IPO5 CREB5 PCDHA2 AFF4 CBWD5 CDKL5 SMARCD2 RBM24 ZNF281 NRN1 C6orf118 TDP1 MLF1 PHC3 SAV1 TUSC3 PCMTD1 ANKRD13A RAB18 BLCAP DCP1A DSCC1 MTDH GPRASP1 LMO3 DDX54 DYNC2H1 TRABD2B PLPPR1 N4BP1 IPO7 DNER ARFIP1 RBBP6 CNOT7 FAM91A1 ACTL6A RBMXL1 RIT1 VEPH1 GABRP ARPP19 NRP1 PDZD8 NR2C2 DUSP16 ATP11A CYLD ERMN TSC1 PBX1 TGOLN2 CD274 GOPC PFKM NABP1 CNOT6 FAM160B1 GXYLT1 PBX3 PDE1C RNF185 CNKSR2 CANX GPBP1 PCDHA12 FAM126B TMEM47 ACOT7 ZNF670 ARHGAP5 UTP14C CFLAR PHF1 USP46 EOGT ENY2 CXXC4 DHDDS CDK13 SNTB1 KLHL15 USP25 STK26 AGPS IDE IRF6 ELOVL6 ITPK1 ZNF652 PCGF5 NETO1 JPT2 GABPB2 BAZ1A TMEM255A MAPK9 GSKIP MXI1 PCDHAC2 ZBTB44 IGF2BP3 CD74 GNS BLOC1S5 SLC25A36 SOAT1 RAD21 LRRTM1 COMMD3-BMI1 LHFPL3 SAXO1 PCDHA10 NAA20 CYTH1 SMNDC1 CD96 TSHZ3 CXCL14 CDH20 MLLT3 HELZ CAPRIN1 ITGB1 MTRF1 MDGA2 HSPH1 ATF7IP2 QSOX2 RP2 PRKCG BNC1 SOBP SH2B3 PIK3CA CNTNAP5 KLHL36 RASA1 CUX1 HADH KCNS3 ARF1 PPM1B RCN2 PCDHA5 VDAC1 RC3H1 BOD1L1 ESRRG DTNA SEC63 SGCB PHC1 FAM155A IDS MCL1 SMAP1 ZKSCAN4 ING5 CPED1 MANBA TBX4 HSPA4 TRIAP1 PCDHA9 RHOBTB1 PDK1 TC2N NXT2 CERT1 DMXL1 NEGR1 WDR19 SDHD SHCBP1 PCDHA8 VHL EYA1 PLEKHA5 GPCPD1 SPPL2B TMEM108 TENT4B NCK1 PPP1R3E PCDHA3 MFSD14A UMAD1 FLRT3 PCDH19 SH3GL1 NRXN1 DCC SPOPL ETV1 RAI2 CYP1A2 PCDHA6 DCBLD2 BHLHE41 SATB2 PELI2 LRP6 SOGA1 HIPK3 FAM117B DISC1 DLX1 GNAI1 AGFG1 MPPED2 GNPDA2 ABCC5 CPEB3 SEMA3A ADAM28 PAK5 MINDY2 PAN3 RAB14 PCDHA13 CPD TNPO1 HECTD2 BNIP3 CDK6 MAGI1 ACBD3 YOD1 GSPT2 KLF13 ADCY3 ZDHHC3 YWHAH MAPK8IP3 FOXQ1 CDH2 CEMIP2 AK4 EFS KLF5 ARMCX2 APPL1 ZSWIM6 RBMS3 KITLG GSPT1 PCDHA11 ABHD13 EXO1 ALOX12 PCDHA7 PCDHAC1 ENTPD4 FRRS1L PCDHA1 LZTS3 ELL2 CNOT6L ATG14 MEX3B RNF138 ADAL ADIPOR1 ONECUT2 ATL3 BRWD3 GCG SLC9A2 EMILIN2 TIGAR SERF1A EIF2D BMPR1A PRPS1 TRIM32 COPS2 ZC3H7B TFCP2L1 RBPJ GTPBP2 RIOK3 ARL8B WWC2 FEM1B TMEM64 ITSN2 HIVEP2 GTF2A1 UBR3 SERF1B JMY SESN3 PALM2AKAP2 NPAS2 GRIK1 FIGN TBC1D15 NUFIP2 PCDHA4 TFAP2B PALLD NAP1L5 RBFOX2 LARS1 RELL1 PIGK PLXNC1 PTGFRN MIR4801 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4801 AGFG1 PCDHA2 DIP2B GAD2 NRN1 MPDZ IMMT BIRC6 DDX3X HIVEP1 PHC3 ZCCHC17 CHRDL1 SPCS2 NAT1 ROBO2 MCHR2 SPOCK3 ZNF605 USPL1 SFMBT2 PSD3 CRKL LSM4 CFAP61 RANBP3L PLIN1 GABRA6 QRICH1 CNOT7 NUDT16 ADAMTS10 FAM91A1 RNF139 DGKE USP38 NRP1 NR4A1 ASIC2 PUM2 PNN ZNF706 SPC24 ABI1 GPM6B NUTF2 ERC2 RIMKLB LUC7L3 POLR1B NDUFAF6 PCDHA12 SMG7 ABLIM3 CCDC136 RORA SGIP1 PARPBP ZMYND8 PHF3 MEX3D RBM27 EPHA5 ZIC4 LDHA FGF13 DIPK2A USP1 TXLNG ZNF652 GTPBP3 SRP68 NETO1 DACH1 PCDHAC2 HSPH1 RC3H1 ACTR10 CTDSPL2 TATDN2 PUM1 WDR47 USP24 PPP1R15B PRTG NUP54 PCDH9 RFX3 GPM6A RRAS2 FAM122C PI4K2B PRKAG2 ERLIN1 ARNT RIMS3 PCDHA10 SLC16A1 CCDC184 ASAH2B CNOT1 ARL5A ZFHX3 NAP1L3 RNF2 LRP12 WEE1 CNNM4 CACNA1C TSC22D2 SPRY4 SEH1L CXCR4 NRIP3 PMCH DNAI4 TP53INP1 UBE3A FAT3 ST8SIA4 NWD2 MOSPD1 RNF220 FAM193A PPP4R2 PCDHA5 NFAT5 FBXL5 GORASP2 GOLGA7 CCDC71L UBE2B HMGB2 ADRB1 TMEM106B SAMSN1 SNRPB2 C15orf62 UGT2A3 CCDC85A TMX4 UBE2D2 RTN4R TLX1 NOVA1 SEC23IP TRIO IYD SYT1 DCAF5 TMEM35A PITPNB ZNF143 PCDHA8 MBNL3 SPAG16 MEST TENT4B ARHGAP32 SORL1 SPHKAP MECP2 DNAJC27 PCDHA3 ZC3H12C RAB9B DHX38 PTPRK ANK3 SRGAP2 NDRG4 FOXO3 OTUD1 HIPK1 RNF11 CERT1 TULP4 LRRTM4 CSNK1D DOCK10 ZNF804A TP53TG3 TBC1D8B NDFIP1 MACO1 ZNF382 RAP1A IRF5 PTPN9 PCDHA13 NECTIN1 TOP1 HECTD2 SCG2 NF1 TNFRSF19 PAPOLG HSPD1 JAG2 HACD3 YWHAH AKAP9 DUSP4 ZFP14 ZFPM2 VSNL1 HECTD1 PCDHA11 CCNL1 ALG10B ABHD13 TP53TG3D CLEC14A PCDHA7 PCDHAC1 UCK2 ATP2B4 RBX1 UBE2H MAP7D3 NOTCH2 ELL2 SPTLC1 KSR2 BRWD3 UBA2 PCDHA6 SCGB2A1 PCDHA1 DACT1 NIPSNAP2 BAZ2B FAM199X RB1 GLRA2 MSR1 BMPR1A KIF26B TOB1 PHLDA1 TP53TG3B ZFR BMPR2 INO80D MFSD6 CCL23 LRRTM3 UBR3 SIN3A PTPN4 RNPS1 CYRIA BAZ1B SGTB ZC3H6 NUFIP2 PCDHA4 CLDN8 NUAK2 AUTS2 SF3B1 ITGB5 KBTBD8 FAM117A HOXA5 TEAD3 DOCK3 RYBP SLC26A5 CNTRL PTGFRN ANKRD27 TMA16 LET_7G_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7G_3P BCL6 AFF4 M6PR NFKBIA SAT1 ZEB1 PPP4R1 FLRT1 SLC20A2 WIPI2 PRR20C BCL2 NEK6 CADM2 NID1 MXRA5 MYO1E NR2F1 ARL8A C1orf112 NKX2-1 LINGO1 TANC2 HIVEP1 AKAP1 RFX4 RORA VLDLR HMGN1 BAG3 BBC3 ITGA10 HSD11B1 KDM3A CDYL KDM2B PDSS2 BACH2 GABRA5 TCAF1 ABCC5 DCUN1D1 HPS1 ZNF367 LMX1A CPEB3 CD83 LIN28B C16orf54 FLRT3 RAB5C ZFAND5 GDNF FBXL3 FLI1 CPEB2 SP3 PSMA5 PGAP1 FEZF2 CRISPLD1 WTAP HMGB2 ANP32B BCL11B RAB14 MAP4K3 DAB2IP HAT1 DYRK4 ARHGAP44 CXCL10 SALL3 TCF7L2 HECTD2 PRR20A THAP11 GGNBP2 ATP5MD FAXC HCN1 FMR1 KLF7 TMSB4Y XPO4 SP1 PAPPA C1QBP POLH ARID4B TMTC1 SYNGAP1 BAP1 PLCB1 CNKSR2 MRFAP1 GDF6 GABPB1 ABHD17C DCTN2 FBXO34 HS3ST1 CDH11 SLC35A3 CCSER1 PRR20E PDE4D MEMO1 ELAVL1 ADGRG3 ZNF341 STXBP5L TSPAN3 KCNK1 BRD1 LRIG1 NECTIN3 RBM27 CIBAR2 CXXC4 NCOA6 RAI1 LARP4 MYT1L SUSD6 CCDC126 IQCK ATP2A2 TOMM20 SLC6A17 IP6K1 PCGF5 KAT6B BAZ1A SLITRK5 TENM3 RBMS3 MBD5 ZNF143 DACH1 SNAP91 RBMS1 SLITRK3 TBP CITED2 CTDSPL2 MAGI2 RTL8A NECAB1 VANGL2 GNAL CACNA1D ARHGEF3 KANSL1L RAD21 TDO2 PPARGC1A ANTXR1 MEA1 NAT8L REV3L SHOC2 TMEM170B UCK2 GNG5 VAV3 USP6NL MED13L ATAD2B DLC1 HS6ST3 RXRG ANKS1A HOXA1 EIF4ENIF1 FAM43A RNF38 AP3S1 LRP12 EBF3 MBNL2 TMEM130 C15orf40 LETM2 ATL2 FUBP1 ROCK1 AP4M1 VEZF1 BCAS1 LIAS TMEM165 ALX1 SH2B3 KIAA2026 VAV2 TAB2 UBE2G1 RALYL DNMT3A NAMPT MCOLN3 KCNJ6 RXRA TGFBRAP1 ADGRL2 NFIA PGRMC2 RMC1 CDADC1 GSK3B MSH3 KIF13A ZNF384 HID1 ARL8B TMEM106B FOXJ3 CDH4 COLEC12 SLC35F3 OSBPL6 AAK1 SNRPB2 IL1RAP NLK DPY19L4 PRR20B ITGB1 ARHGAP11A FAT1 FLT3LG STARD4 USP42 ABTB2 CUL1 PRIMA1 LRRTM3 TRHDE MYCBP2 CNTN1 SLC24A2 RBBP5 GRB10 FZD4 ATP13A3 EFEMP1 SGK1 KRTAP4-9 PPP1CC RFX3 TNFSF11 SLAIN2 PDGFRA RASGRF1 MAP3K20 ADGRL3 SDC3 B3GNT9 KAT6A PAPSS2 UNK RASL11B TAOK1 ZNF90 ZIC2 FBXO38 OSR2 ATXN7L3 SF3B1 PRR20D DSCAML1 ZNF638 RD3L KPNA4 SMG1 MEGF11 JMJD1C ARFGEF1 SHISA6 C1QL1 KCND2 QSER1 CCNG2 HAPLN1 NET1 MBTD1 MIR7853_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7853_5P MDM4 CREB5 AFF2 ZEB1 FMO1 MORF4L2 ARHGEF7 NEK1 GOLT1B BTBD11 CBL SHISA9 TRAM1 SPATA13 MIER3 DGKH SLC44A1 ASAP2 DCUN1D4 MSANTD4 NSL1 PRPF40A API5 ATP2C1 ZNF532 PPFIA2 ZNF302 GDNF LDLRAD3 SSH2 REST PARP14 F13A1 ITM2B FNIP2 ADAT2 SDCBP DNAJB14 ARPP19 TBL1XR1 FUT9 SCAPER DUSP16 ZIC3 SUZ12 CD274 INPP5F AP1S3 CARMIL1 NABP1 EIF4G2 TAF2 LPIN1 KCNJ13 PRDM1 RPP14 TES RNF170 TFCP2 HNRNPK ITGB6 STXBP5 AGO1 RAP2C PDE4D CP ROR1 DET1 TAF9B STXBP5L NRXN1 YTHDF3 UBE2K WASHC4 EPHA5 PJA1 CD24 RAMAC COQ9 KRT1 FSD1L C18orf63 MGAT4B CYP51A1 RCBTB1 TTC3 CITED2 ST8SIA3 NKAIN2 PTPN11 NUP50 RAPGEF2 ITGA6 GPR12 VCL COPS8 CELF1 QDPR ACADSB C17orf58 RBMS3 SMNDC1 PHEX MLLT3 TEKT3 GRAMD2B KRAS ACER3 ZNHIT6 TM9SF2 ZNF33B C2orf68 SLF2 POMP NEDD4 TEX2 CALM1 LEPR STARD13 RAB2A USP37 HMMR MICOS10 HIPK3 TJP1 CHRNA9 FAT1 SLC10A7 CLDN10 UBE2D2 RHOBTB1 KIF5B SLC17A6 BICRAL CDC5L PPP1CB SSBP2 TMEM64 ULK2 WWP1 GPCPD1 SEL1L ABCA9 TEAD1 MECP2 SPOCK1 SLC4A1AP GPR137C SCN7A CRAMP1 L3MBTL3 ACSL3 PCSK5 TMEM265 ENDOU TULP4 CCDC34 ELK4 SPATS2L CRYZL1 LMO7 KIF1C PAN3 MED14 TM9SF3 CDC14A DCX MAGI1 OSTM1 SLC12A2 BCL11B MSI2 FIGN FGFBP3 GJA1 CDH2 UGGT1 PLCL1 ATP8A1 TMEM97 FASLG KHDC4 SLITRK5 DMRTA1 OGG1 WAC PBX1 TRA2B SLC5A1 ST13 AMOTL2 USP15 ATAD2B RNF38 PTPN13 PPP3R1 BRWD3 MAP3K8 AMDHD1 PRKAB2 FLRT2 KIAA0408 BMPR1A BMP2K ZNF24 EPHA4 DENND6A SLC7A11 GNG12 CD40LG SRGAP1 STT3B CAB39 LIMCH1 ODC1 CRYL1 POU4F1 MRAP2 KBTBD8 SELL CDK12 UBE2V1 MIR4528 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4528 PAX6 PRDM16 MGST1 HDAC9 ERF MDM2 GPATCH2L UBN2 SLC38A2 PPP2R5A CUL2 MLF1 MAP3K7 PEX3 ALG9 BTBD11 NR2F1 GK SLITRK4 CRIM1 ANKRD13C HNRNPH3 CERT1 ZNF571 PHC3 CNBP TSNAX CUL3 TRIM6 GCNT1 ZFP2 ANKRD6 IRAK3 TEX12 DCDC2 GATA6 IFT27 LYPLAL1 ANP32E GNPNAT1 MAT2A PCDH15 CDCA2 SRGN CR1 CDH5 PRH2 TMEM50B KCTD1 ACSL6 GYPA MAP9 RBMS1 ZNF37A TGFB2 ICE1 RBBP6 ZNF546 VPS26A LGSN RAP1A HOXD8 ODR4 NECTIN3 LRP5L UBE2H WDR72 PDE12 FUT9 SCAPER TNKS2 ZNF26 TMEM184C IQCA1 ZMYM2 PRDM13 MAP3K2 CREB1 ZNF608 HACE1 GIMAP2 IL36G LRRC3B COPS8 NF1 OPRM1 CFL2 PGR ABHD3 HOXA9 KLHDC1 PMAIP1 RREB1 PPP4R4 PHF3 TMEM168 EGR3 TRDN ZFAND4 RAP2C LIPG TMPRSS12 HBS1L EML1 KCNK1 IRAK1BP1 PAX3 YTHDF3 IQCH EIF5 GMPR TMED7-TICAM2 WDR35 CMYA5 TENM3 KALRN TMEM99 FOXR2 IBSP PBRM1 CHST9 CAV2 RPS6KA6 HHEX IGF2BP3 PUM1 ANGEL2 SEC24B EIF5A2 ZNF506 ASCC3 MAP2 RBM17 TMEM237 ZNF16 SPHKAP GNRHR RFX7 CHEK1 GOSR1 ZNF354B KIAA1109 ZHX1 SLC52A1 EPDR1 LPP GTPBP10 RTKN2 VPS11 NRBF2 ORMDL1 ZFYVE28 TSC22D2 KLHL2 PPIL3 FBXO30 SLC39A12 ANKIB1 DBR1 EYS LBR AGMO FLRT2 NAMPT BIVM GK2 MSR1 PDP2 ZNF28 UBA3 CCSER1 UBE2B GLYATL3 ZNF518B CCDC179 IRX2 SGCB AAK1 TAS2R14 AKR1D1 USP14 TWSG1 SLC30A4 MITD1 BCLAF3 STARD4 CCL2 ZNF215 TACC1 SNAPC3 TVP23C GFM2 PTPN4 SLC37A3 C5orf24 ABCA10 PALM2AKAP2 WNT11 GPCPD1 GTF3C4 PAPSS2 ME1 CLDN8 AKAP6 CAMK1D ZBTB38 SCAI CHUK LIN7C TNRC6A DDX59 FKBP14 DENND4C TMEM123 MEIOC GJA3 FH AMZ1 MIR2115_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2115_3P CDC20B ENSA CAMK2D C2orf78 RAB3GAP1 TP63 MRS2 PTH ZNF529 SND1 RNF11 MTMR4 DPP10 PSMD5 ZNF507 ARCN1 DDX3X VEGFA ATG5 CNBP AGL ZSCAN32 SYNJ2BP-COX16 FGF5 PNMA2 PCMTD1 P2RY14 MEF2D RAB18 TKTL2 EDIL3 MAPK1 PCDH11Y ZNF804A NR4A2 ADAM28 RHOA MSL2 MINDY2 EXD1 TRAF3 RBBP9 CAB39L RDH11 GAPT MTX3 CTSO SDCBP IL17RD RAD23B ITGAV CPSF7 SORCS1 FUT9 LNPK LETMD1 PROSER1 SLCO6A1 TWIST1 SCAF8 TET3 CPOX NEURL1B SDHC PIK3CG HACE1 DPY19L2 TRAPPC2 RIMKLB TSPYL5 PRICKLE2 C10orf71 ANKRD17 TNFRSF21 LIN54 SAP30L PDE8A PRKAG1 SH3TC2 PLP1 CYP2U1 MTCH1 TBC1D31 RB1CC1 ODF2 ELAVL2 BRD1 RWDD1 SREK1 AARD BLMH NUP153 EXD2 GPM6A ATXN7 SGPP1 RNF4 MEX3C PMP22 TOR1AIP2 CDYL2 RC3H1 CIP2A MIF4GD DAB2 RNF144A OGN CIAO2A ERCC6 ARRDC3 ANKLE2 CRY1 RPS6KA6 ELF1 DUSP10 STRBP SLMAP SDHAF4 ACTR3 USP24 ALCAM ANO6 POLR3G MAP2 PANX2 RBM17 FAM122C YAF2 STARD5 FOXN2 IKZF2 TMEM33 ZNF860 CLVS2 ADGRG2 MAGOHB FBXO7 GOLGA4 GCSAM WNT7A GAN CREG1 GPR155 GPR176 HS2ST1 GPC6 PPM1D TALDO1 GPATCH2L CCT4 FADD GTPBP10 ZNF704 BCAS1 LCORL CXCL8 CASP14 LSM8 FAM120C FAM120B CERS3 LCOR SMC2 CAPNS2 PRKCB EYS LRRC17 TRIM9 ODF2L YIPF4 DYNC1LI2 MYF5 ZNF516 ANP32A RANBP17 ZBTB6 ZNF638 ALKBH8 BTG1 LACTB VAMP3 EIF4E3 ORC5 KLHL11 GSTA1 CCDC28A-AS1 MTFR1 RMND5A AAK1 GCM2 PTPRE RAC1 TWSG1 CLDN22 UGT2A3 HOOK1 PDCD2 ANKRD34B MTRR TNS3 DEXI GSTA2 RECK ERBB4 TRPC6 TRAT1 COX16 PEX13 TRPC5 RAB27B ZFAND1 PDS5B TFAP2B CLIC2 SEL1L POLR2K ZMAT3 KRTAP1-5 ARID2 MERTK PABPC4L VEGFD EXO5 MECP2 ADSS2 ANKS1B KBTBD8 CKS1B C6orf58 CDS1 C5orf51 DNAJB2 ARFGEF2 CNTLN NEDD4 ENDOD1 MIR3145_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3145_3P BTBD1 AFF4 MIB1 HMGN3 FCGBP CDKL5 SYNPO2 PRKAA2 EYA4 COCH ZNF749 ELOVL7 SATB1 SLC39A10 CNOT8 RBL1 CNTN6 CHP1 PFKM RSRC2 TMEM175 DGKH ZNF770 C11orf54 ZNF267 PRIM2 ATXN3 FGD4 QKI TNIK ANKRD50 LIPA ARHGEF28 CMSS1 ZNF273 BTNL3 ZMYND8 PTBP3 PAIP2B CHIC1 JAG1 SLC6A8 SLC24A2 ACSL6 SPRY1 BECN1 PTPRK STYK1 PRKD3 TRAF3 GFPT1 SMAD9 KCNJ4 PLPP3 ITM2B SNAP25 TMEM230 MORC3 CNR1 CHMP4B PLCB4 MYADM NTS ANTXR2 ARMC10 RAD17 CDH6 METTL7A TWIST1 CD274 TOPBP1 GPR63 COL13A1 TGM2 EXOSC8 TNFSF13B TTC39B KRTAP2-1 SULT2A1 DPYD CASZ1 PSMG2 ACBD3 TRAPPC11 TANK SULT1E1 CDH11 TMEM47 CCDC136 OSBPL3 SULT1C3 ATN1 PPFIBP1 ZNF664 KCNV1 POLR3B ELAVL2 AKR1C2 DIXDC1 PHF20L1 ZCCHC24 SMARCAD1 AFF2 CELF2 DRD1 SNX31 CDKL4 C4orf33 FRMD5 SMDT1 THYN1 MPV17 PCGF5 KRT31 LRRC19 KRT28 KIAA2013 GABRA4 ABCC4 PERP CIDEB CD44 GPR180 MIPOL1 DNM1 ZEB2 MBD4 RAB3C DARS1 ZIC1 PCLO GSTA4 RAB23 TMEM169 ADGRL4 THAP10 LILRA1 CPXCR1 USP15 MAP3K20 NPAT CNTNAP2 FAM210A KIF16B C8orf33 NPR2 PANK1 ZNF681 HOOK3 DYNC2LI1 GAN MICU1 DENND4A RNF38 ATG2B TOB1 TMEM130 ITCH KRTAP1-1 CNNM4 CAP2 CDC14A C7orf61 ANGPT1 BLZF1 PLEKHM3 TPBG IGF1 CRYBG3 SLC39A12 PDE6C C7orf25 ANKIB1 BAZ2B CA8 LDOC1 FAM241A IL25 L3HYPDH RSBN1 NR2C1 FRK CCDC112 SLC6A7 NAA30 ENPEP RIOX2 UNC13C ADRB3 ADCY6 BMP2 BRIX1 THAP12 ANO1 TNS3 RASAL2 TROAP PCDH10 MAP2K6 FGD6 CNTN1 VCPIP1 USP3 ZBTB41 PTPN4 MARCHF3 SYT1 NLGN4Y KLHL4 ZCCHC18 ZNF793 PKIA CARF CXorf66 PPP1R3G AGK ZNF714 TFAP2B PABPC5 EPRS1 PF4 NR4A3 HNF1B GCDH ZDHHC5 LIN7C SYP DOCK4 UBE2V2 PRRG1 ETV1 REEP3 MIR507 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR507 UNKL AGFG1 PTPRM UBN2 DMRTC1B AGO3 ATP11C MBNL3 OXTR RBL1 VOPP1 PRKACB HOMER1 ADAM19 RPS6KB1 ANK3 RBPJ AKIRIN1 HNRNPD CGGBP1 CTNNA2 JADE1 UBA6 MTDH GEM KCNN3 NELL2 GRIP1 C2orf74 MTF1 DMRT2 SEMA6D SECISBP2L BCL7A PAX6 PTPRD PPP1R3D DAB2IP ISX PLCB4 NR2C2 PGRMC1 PNN MLLT11 CDC42EP3 TRPM1 SCN3A TASOR LIMS1 EIF4G2 ZBTB5 SLC4A7 CLCN4 ERC2 VIPR2 OLFML2B CASP7 PRDM1 CNKSR2 RALA KIAA0232 IRF2BPL NCEH1 ZNF440 SYT14 RASSF5 EEF2KMT SLC1A2 EOGT FOXD4L3 BCL11A CNOT7 LHX8 HACL1 LRRN1 ZDHHC17 RWDD2A MRPS33 ARHGEF3 EPC2 CHRNA3 CHMP2B PIWIL4 SCN1A TFRC FOXD4 AADAT PCDH9 SP3 CUL4A UVSSA LCLAT1 PRKCE REV3L CAMK4 RBMS3 TSPYL4 PDE3A ATP1B1 PTBP1 NEDD1 NUP43 CRTAM TRMT9B DPH3 FAM43A MDGA2 SACM1L BACH2 SCLT1 PJA2 CAMTA1 MARK3 LUM KRBOX4 RARG THAP6 UBE3A SNX13 NWD2 SENP7 GATM PDS5A FST ATXN7 CPSF6 PLXNA4 GMFB STAT5B RUNX1 RAB22A POLR1D DENND1B GP6 PNPT1 PPHLN1 POGLUT3 SUN2 CUL1 BPTF AGPAT5 SGCD SLC17A6 KCTD1 DTL CCDC93 TNPO1 ANKRD12 FLT1 USP9X ARID1A BICD2 SPTBN4 ADAM10 ALPI ELK3 WWP1 C14orf28 DKK2 TAOK1 ADAM17 NUDT16 AMN1 FLRT3 LCOR PCDH19 RIMS2 XRCC4 ZER1 GRP MS4A13 OSM ARRDC2 CLOCK KPNA1 DFFB BCL2 HIPK1 SLITRK4 GLRA3 SHMT1 LPGAT1 TRIM63 KMT5B TENT4B ELK4 AUTS2 NEFL MACO1 GRIK2 GGNBP2 XPO4 CNTNAP3 BCL11B CACNA2D1 AKAP5 PDE10A KIAA0753 RGMB RALBP1 SCYL2 MAP4 FGFBP3 DHRS12 PABPC1 RPL28 HOXB5 UBE2K ZSWIM6 ASH1L APOL6 KDELR2 RFX7 SGMS1 NPAT C3orf80 MED13L CCDC6 NMT2 BRWD3 E2F7 PDE6C AGAP1 WAC TLCD4 RB1 LACTB SNAI2 SYT11 DYRK1A CSMD1 CCDC9B ZNF85 AMPH PCLO ZNF268 UNC13A SNTB2 FOXN3 NEXMIF ARHGAP28 CBX4 GTF2H1 OLIG3 TRIP13 SPECC1 MOB1B ZFP1 DMRTC1 LCN10 APC SORBS2 PF4 KHDRBS3 TMEM245 CXCR6 HIVEP3 ATRN MEIS1 C19orf44 PLXNC1 FCRL3 TET1 ENDOD1 MIR3125 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3125 EXOC6B CBX3 CTNNA1 NCOA5 TMOD2 TMEM178B HDAC9 KPNA3 MIER3 CREB3L2 AMER1 SPATS2 RAB18 SC5D HNRNPR ZDHHC3 DDX17 SKA2 C1orf198 ZNF550 PLEKHB1 KCNE1 TMEM126B CSNK1G3 ATE1 ITM2B ELAVL4 CNR1 ESRP1 GALR1 HAUS6 CDIN1 MYADM GPATCH2 EEF1AKNMT STAMBP TP53INP2 GXYLT1 RHOQ TRA2A AR PPM1A PRDM1 ASTN1 CYRIB PRDM4 SLC26A1 RALA KRIT1 SCUBE3 GANAB RBBP4 ARID4A AGO1 RCBTB2 NMNAT2 BTF3L4 RAB31 ZNF365 EGLN3 KLF8 FSD1L LMAN1 BAZ1A C4orf33 ZFYVE26 DLGAP4 RC3H1 KIF3A FBXO45 POGK WDR36 CDH12 CLDND1 SETD4 GATA4 CUL4A CEP135 USB1 FGF9 AP3M2 NAV3 ESYT3 GCFC2 VPS37A SORBS3 PDE1C F9 KRAS DLG2 SMG7 ABHD10 DDX52 SDC1 LY75-CD302 OR2L13 BTD ITCH HNRNPK ZNF264 KLHL31 KTI12 CAP1 LMBRD2 ATF7IP SEC63 OSBPL6 KATNIP HERC3 ZNF566 FNDC5 MMACHC ELFN1 DDO FAM120B TBCA TRIAP1 BTG2 ALDH5A1 TCP1 KIF5B GNAQ TTC14 GPLD1 ZNF609 DCX GLI2 WDR19 MLF2 NRCAM RNF212 CEP350 AGL RNLS BUB3 IRF9 PANK3 EPS15 TEAD1 ALDH1A3 AP1AR CCNT1 ZFP36L1 CBLN4 ITGB8 RASAL2 CD302 MTMR10 KPNA1 C5orf47 FGB XPO7 HOXB2 ANKRD45 RARB LCE2B CTTNBP2 HIF3A MED24 TOR1AIP1 DOCK5 LRRC27 STYK1 MACO1 APC KRT40 ATP11B CCDC190 ANK2 NUP98 HLA-DRA UNC5C TPRG1 SUSD1 TSPAN6 VGLL3 ARL3 XBP1 ATP8A1 STK35 ZFP36L2 GFRAL ANO6 HELQ VWA5A DYRK1A DEFB132 YLPM1 HDGFL3 MAN1C1 SPTLC3 OTOR SUFU POLQ ZBTB20 GPATCH2L FAM98B BTN1A1 USP49 MN1 SEC22B C11orf87 DEPDC4 CLHC1 GLDC CRADD LMBRD1 SNX25 CFL1 RBM20 OGA DIDO1 INO80D TDRD1 PI15 SLC16A2 PDCL3 ZBTB41 TRIM8 PDE12 IMPACT ARHGEF35 GDPD1 RABL3 RNF168 RNF212B CNTN3 ACVR2B CAMK1D TSR2 TLL2 ERCC1 ARMCX1 OTUD7B STK39 PECAM1 TMEM19 C17orf67 MIR4276 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4276 MEST MUC15 TMEM170A SELENOI ARMC1 ELAPOR2 FERMT2 PIAS2 GAB1 MACIR PALM2AKAP2 INPP5B TMOD2 BIRC6 DGKH PCDH20 TMEM218 QKI TSC22D1 B3GALNT1 CNTN4 MCM10 ZNF250 ITGB1BP1 USPL1 NAB1 ST3GAL1 ANKRD40 HS6ST2 MALRD1 UHRF1 PDE9A RGS7 MRPS18A TBL1XR1 AMOT TNKS2 BAG2 RASGEF1B GTF2E1 CYP26B1 C3orf52 GPM6B CDH17 ZNF236 MTX2 C8orf44-SGK3 C20orf194 CANX TBX3 RIF1 ITGB6 ORC4 STXBP5 CDYL FAM107B OSBPL11 RORA ACSL1 ASAP1 CDCA7 E2F5 GRM5 EOGT CAMSAP2 PHYHIPL CHUK GPAM C4orf19 PRKAA1 ZNF461 TOMM20 RRAGC ZFYVE26 EYA4 SVIP TRPM3 SNAP91 KRT28 GABRA4 GK PRSS16 RC3H1 AASDHPPT CTDSPL2 POLR2J PTPRO TMTC2 PTCD2 CHMP2B KRTAP4-7 NCKAP1 ZBTB43 CLDN1 RGL1 ERBB3 CLEC12B C1GALT1 BCL7B CSGALNACT2 FLACC1 SDC2 EXOC8 DENND2C TGFBRAP1 MPO GADD45A PRDM11 SOHLH2 MAF NAP1L3 MINPP1 VPS37A PAPPA2 SQOR RICTOR MYNN HECW2 LONRF3 SH2B3 CHCHD4 MIS18BP1 SGK3 KMO ZNF618 CALB1 PLPP4 SSX3 ZNF445 B4GALT5 EPB41L1 CSF2RB TLCD2 TCP10L2 ALKBH8 TRIP11 CBLB ALS2 SESTD1 SMIM12 SBF2 ABCB7 ADAMTS6 EPAS1 FABP7 AFAP1L1 PCDH7 CLCN5 CBX1 TRHDE SLC38A1 COA5 GJB4 PPP1R3B TPR SEC61A2 PLAG1 WDR37 ADAM10 IL1B CAND1 TSPAN12 TRIM2 TENT4B CDKN1B SORL1 TEAD1 SPIN3 LSM14A SENP6 ARHGAP6 ZEB2 UBE2D3 ANK3 IFNAR1 NR1D2 ITGB8 KCNIP4 AKT3 KPNA1 CCDC169-SOHLH2 MTMR12 USP44 TANC2 NBEA SETDB2 MCCC2 WWTR1 CHGB LRRC7 SOGA3 RBIS ALDH1A3 TBC1D12 KCNMB3 DNALI1 CDC14A LZTR1 SNX11 PACSIN2 HS3ST1 FAM3C ZNF396 TLR5 ZNF451 RLN2 SOX5 AMBN FMR1 APPL1 SIK2 RETREG3 ABCC12 HIRIP3 WIPF3 PBX1 PLCXD2 RLN1 ATP8B4 LRP2 KIAA0930 TRNT1 ATP6AP2 TACR1 MPEG1 ATXN10 GRAMD4 PLXDC2 ZDHHC7 TRIM23 ADGRF1 GPC5 TP53AIP1 GATA3 ASPH C11orf87 FXR1 FLRT2 EIF2S1 RB1 EMC7 RRAS2 ORC5 CDK19 TBC1D23 SLC15A4 RPS6KA3 SUZ12 STK38L ITSN2 BTBD3 CEP41 GTF2H1 TMEM209 HECA JMY TMEM236 MEOX2 KRTAP4-9 CYRIA AP5M1 WWC3 ARHGAP8 MXD1 MAP3K21 RAD1 L3MBTL4 UPB1 TET2 AFDN TIMM8A KIAA0232 SOWAHC VENTX WDR92 MIR4496 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4496 MBOAT2 ADAM22 HLF DIP2B ZNF148 FZD6 LYN MAGEA4 SGO1 SSR3 MMD2 HDAC9 GALNT18 ZNF770 UBTF GCH1 A1CF ENAH KLF12 KDM2B LRCH1 RRAGB SRR MOB1B SH3BP4 FXYD6 FBXL3 NAB1 RAP1B CMTM4 UGT1A8 DMKN MME MTO1 GABRA6 RBM12 RFPL2 MTFR2 GABRP STEAP4 TCF7L2 PLCB4 ZBTB14 DUSP16 UTRN MGMT BBC3 NFYC ZNF706 AAR2 SPAG1 GPM6B GMCL1 CNOT6 CREB1 PAPPA KIN MXD1 GABRA1 ZNF565 GAPVD1 MTX2 SEZ6 TRMT10A PLCB2 UGT1A6 AIDA CUL4B PRLR CP FDFT1 NCEH1 RPRD1A KLHL13 MBNL1 MOB3B UGT1A1 UNC79 FAM53A PHYHIPL RFPL3 CELF2 RPS6KA6 SDR16C5 AQR KIF3A NT5E GJA9 RTP4 RFX3 SH3PXD2B PI15 C3orf70 RABL2A RBMS3 CASD1 SH3GLB2 SNX17 IQGAP2 GFRA1 SYT9 NAV3 MCC YWHAQ MAFB ZZZ3 PPP1R1C RBM11 GATAD2B ATG2B ROCK2 LAMP3 SYTL4 SALL4 MS4A1 ZNF704 ALDH6A1 PGAP4 EMP2 ACER3 ENOX1 BARD1 KIF21A TRPM7 TUB SNX13 UGT1A9 GPR146 HIC2 TIMELESS FAM122A CAP1 NFAT5 EML4 TOX3 USP37 SESTD1 PRELID3B SLC25A24 TAS2R14 ZNF251 SLC5A3 GMFB ZNF566 UGT1A5 ADAMTS6 TK2 SLC30A4 RAB3GAP2 KIF5B PLPPR4 ADGRL2 SYT1 UGT1A10 EVI5 RIPOR3 KCNQ5 DCAF7 STARD13 FAT4 RICTOR MAGEA8 ATP2B2 EPHA5 CDKN1B MFAP1 SMAD2 ABCA9 PARP9 SART3 NCK1 NCL MAB21L1 CTNNB1 HELB PPFIA2 RD3L ARHGEF11 PCDH19 VOPP1 EPB41L5 CLOCK MRPL43 HTR2B MAU2 C3orf62 SOGA1 TANC2 SRGAP3 NCKAP5 LRRTM4 MMP16 FLVCR2 SEMA3A NREP ADAM28 MACO1 PTPN14 XPR1 EDIL3 TBC1D12 TM9SF3 NR3C1 FSTL1 PHF20L1 BCL2L2-PABPN1 CKAP5 CDIPT TRIM32 UNC5C RFPL1 UGT1A7 CHST2 MAP4 SMYD2 TATDN3 ZBTB34 KCNA1 AHR ZNF699 PREX1 HOXA7 H3-3B ARSJ ACO1 ALK FBXL5 PFN2 WAC DDX41 ASH1L UGT1A3 LRP2 ACKR3 UCK2 MSI1 LAMC1 RFLNB GRM3 MED13L UBE2H EDNRB PAK3 GPATCH2L ERLIN2 RTKN2 SERPINB5 DPPA4 BCHE SLC7A14 HDAC4 CNBD2 PIK3R3 PHF13 CACNB4 VAMP3 FGG STX18 PTBP3 INO80D CLINT1 UGT1A4 NEXMIF KLHL24 GTF2H1 GOLPH3L TREM1 CSTF2T ZBTB41 PHIP NHLH2 ALG6 PABPN1 KLHDC10 DLX3 CREBRF SKA1 SOS1 HSPE1 SBSPON PIGM PRKACB ASB7 ZNF750 CDK12 DLG2 SHISA6 PURA TSPAN2 MIR372_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR372_5P TFPI2 NUDT15 SLC30A6 SIKE1 TUBB SRSF7 MYO1C ANAPC10 WNK3 BCL10 MAPK8 MIER3 PHC3 C21orf91 QKI HOOK2 FAR2 PCMTD1 ARL13B CTNNA2 LRCH2 HDAC9 ZNF532 B3GALT1 PTBP3 GPRASP1 CNTNAP4 GPATCH2L SUV39H2 FAM149A RPF2 FAM184A RAD23B HAUS6 NOC3L SH3YL1 NCAPG2 CSK COL1A1 MOB1A LCMT2 CEP97 SHCBP1 ITGA7 IARS1 GXYLT1 RIMKLB DPYD PPM1A PRDM1 CFL2 STX17 CCSER2 STXBP5 STEAP2 RABGEF1 CAAP1 FAM171B CTTNBP2NL RB1CC1 DBT ASTN2 SEC11C SPAG9 ZNF805 ZFY UBE2K LMLN TNRC6B ACTR3C CCNT2 KIF2A NETO1 DPP10 MPZL3 RBM7 NKAIN2 RPS6KA6 CDH1 BAHD1 OXGR1 GNA13 ABHD18 KRIT1 MYOZ1 INMT ATXN1 SH3BGRL2 FCAR BLOC1S5 ANKRD6 CHSY3 CDCA2 LTN1 RBAK CSGALNACT2 ADRB2 IKZF2 ZNF493 TMEM33 FAM8A1 OGDH PTEN RECQL ANKRD49 SFR1 LAMP3 YAF2 ZNF420 LRRC3B CAPN2 HRH4 SS18 TM4SF20 RIDA CCDC73 MS4A3 KLHL31 PDS5A DUSP19 RC3H1 SMCR8 PIGA EPB41L2 NRAS KLHL11 TMEM106B RRP15 GSTCD TPM3 CEACAM8 PPAT MTFR1 SCLT1 CCDC170 C8orf48 MAT2B SLC6A14 DENND1B LBX2 SLC38A1 SKA3 CAPZA2 GNB5 NEGR1 SSBP2 DTX3L ZNF780B TSPAN2 PTPMT1 NIM1K RALGAPA1 COMMD8 SVBP NBEAL1 RASGEF1A QSER1 MGAT4A MB21D2 CHD7 MCUR1 SAR1B CYB5D1 LRBA XRN1 ZNF736 PPP2R1B KMT5B PLRG1 GATA6 NEIL3 SEMA3A NEMF SLC24A2 ZNF614 IVNS1ABP PAIP2 FAM83B BBS7 DNAAF2 TNFAIP8L1 C2orf49 GTF3C3 ZNF711 TRAF3IP2 HSPB8 ZFP14 ARPC2 PHTF2 KLF5 HES1 TIAM1 GPR88 LRRC19 MRTFB NECAB1 BAZ2A ALG10B MTPAP MPEG1 C3orf80 HLA-A TCERG1L SUSD5 NAA50 ROCK1 AP1G1 SRSF10 BRI3 LCOR DIMT1 EIF2S1 CLEC4G ATAD5 YTHDC2 AAK1 VAX1 NEXMIF PLEKHA5 SMIM14 ARHGAP28 PIK3C2B SRSF2 SEMA4C MAGI1 RNF44 PPP1CC TMEM167B FBN2 SIPA1L2 RHPN2 PPTC7 SCAI ZNF136 LIN7C HECW2 LYRM7 EXOC5 RPL15 ATP5MG CCDC141 EPN2 GPR37 MIR7159_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7159_3P HFE ITPRID2 ADAM22 SIX4 SLC25A21 PAK3 CAMK2G BMT2 IL6ST GPD2 CXCL6 BCL10 LPAR1 ROBO1 SPRY2 MSANTD4 GCNT1 A1CF ENAH ACLY CLEC12A PPFIA2 B3GALT1 PCDH11Y KAT2B PRKG2 PSD3 NAB1 ECRG4 PPIL1 ARHGAP29 KDM6A MALRD1 RNF139 ZBTB10 DGKE IPO11 FUT9 ODAM SH3YL1 TAX1BP1 ACVR1C HDAC8 NARS2 ERG ZNF507 ETV1 REEP1 CCDC148 GRPR ANKMY2 SYNCRIP GABRA1 PLCB1 SELENOP STX17 STEAP2 TMEM168 PRLR C8A SGIP1 UBAP1 TMOD1 PHF2 IPPK NRXN1 SPAG9 NAV2 SOD2 PHYHIPL UBE2K C1orf21 PCDH11X AHI1 SHROOM2 KALRN LARP4B GSKIP AK6 COLEC10 ZDHHC17 ABHD18 DIO1 METTL15 RCAN3 THAP4 MPIG6B SP3 TATDN3 PLCXD3 CAMK4 PHACTR2 TRPC3 RNF19A SDC2 MAMDC2 CXADR MFAP3 AMBRA1 IL17RB RICTOR TCF7 B3GALT5 KCNG3 PIK3CA ATRX VAMP4 UGT8 SMAD9 PPP3CA BPY2B PAK2 RBM26 LYSMD3 LIFR NKAP NFAT5 GRIN2A CPEB4 JADE1 DNAJC6 ALAD CDC42SE2 WNT5A ADAM9 BMP2 EIF4G3 DCDC2 TIGD6 ADNP2 TRDN PLPPR4 ANKRD12 MSI2 ZNF793 PLAG1 CARF PIP5K1B GLIPR1 PLEKHA1 ATF7IP MAP3K20 ZNF597 VGLL3 RRM2B PRSS23 ME1 SCAF11 CA8 AP1AR RIN2 AZI2 PTPRB DCC ZC3H12C NR1D2 ITGB8 TAFA2 ASB5 TAF1D CERT1 THBD RAB10 NEIL3 DOCK10 SPTLC1 HIPK2 LRRC7 SLC15A2 SOGA3 AFAP1 CD177 NBN TBC1D12 GRIK2 IKZF5 MAP3K2 NF1 CYP4V2 NDUFA4 CSRNP3 YOD1 NDUFA10 AVL9 LPCAT2 FCER1A LRIG1 RGS7BP ZFPM2 HACD2 ZCCHC14 PRKAR1A POLA1 ZNF644 PCDHB12 NUCKS1 IFIT5 SUPT16H ZDHHC21 MAP2K4 MIOX KIAA1328 FBXO34 BAZ2B MCOLN3 CLHC1 MTREX AAK1 CDC40 VIRMA INO80D RPP30 BPY2C BPY2 ATP6V1C2 ADAMTS3 PHIP CD38 ZC3H6 GSE1 CLIC2 SCAI IGF1 WDR48 L2HGDH ZNF208 MIR5787 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5787 ENSA ASCC2 CBX6 TSBP1 MNT SMARCD2 HMGA1 TMCC2 OSBP2 CACNA1E B3GAT1 LYSMD1 GRIK3 ARHGDIA RXRA CMTM3 PAX5 SMAD3 SLCO2B1 PLEKHO1 C7 SLC7A8 CPNE5 TRABD2B MOB3C RAB43 PLEC EME1 TENM1 ABR WDFY1 CCL28 NF2 LRP1 TP53I11 TEAD2 PSAPL1 UBR5 LAYN PHACTR4 FAM219A BBC3 CSK STAMBP SEPTIN3 SMYD1 SP1 NFIC RHOQ SCD5 SYNGAP1 BARHL1 SEZ6 VPS37C SULF2 AGAP2 IGF2BP1 PELATON ZNF219 MLPH EMILIN3 ASIC1 GPC1 TPCN1 PIP4K2B ZMIZ2 NFIX SARM1 ORAI2 CEP85 MEIS2 RERE KIF21B SELENON LMX1B NAPA PROX1 SUV39H1 POU2F2 FAM53B CRHR2 ADAP1 TMEM63C ENG HCN4 PSG1 WDTC1 AFF3 NAT8L TUBB4B JADE2 ECE1 ARNT MLKL TNFRSF10C ST6GALNAC6 ANKS1A ABCG4 SEMA3G CLCC1 DMWD SLC25A22 ZDHHC14 SLC35E1 ZBTB2 ATF7 CRTC1 TMEM104 PXN CCDC157 CD28 TBC1D13 NOVA2 PPP1R7 FSCN1 CASS4 MARCHF8 KCNT1 GRAMD1B DAOA MFNG ADCY1 ZNF600 SLC43A2 RPGRIP1L PPME1 NCS1 PTAR1 SH3KBP1 NFX1 ADRB3 GIPC3 GATAD2A RSPRY1 SLC38A1 TBC1D16 B3GNTL1 MAPKAP1 CELF3 PPP1R3B AK1 STK40 SHISA6 SIX3 WWP1 RNLS PARP16 ZFP41 NNAT GLIS2 UCP2 ADGRL1 FLNA ZDHHC22 PPFIA2 DES SH3GL1 SHISA7 RAPGEF5 RASGEF1A MYO1D MED26 PDGFB SYT1 RCAN2 SOGA1 TANC2 NDST1 NPLOC4 CPLX2 P2RX1 PPIP5K1 GGT7 PLXNA4 ARMC6 FBXO41 NECTIN1 PIANP UBR2 HADHA FMNL3 FAM166B TMEM184A KCNE4 SHROOM4 SDK2 NCLN SMIM7 DHCR24 HSPB6 DPYSL5 DENND1A CORO1C DMBX1 PPP1R16B HECTD1 IGFBP5 SNX29 RING1 ZNF395 CBFA2T3 AKAP4 PLXDC2 PTDSS2 SH3PXD2A KSR2 DUSP8 CEACAM6 PPP3R1 CIRBP ARID3B DHX8 C19orf54 PLXNA2 VSX2 CPTP SLC7A1 IL17REL DNMT3A RALY CORO1A PACS1 SLC30A7 RIMS4 SCUBE3 AAK1 GARRE1 BMP8B ADCY6 NFIB AMACR NATD1 CHRM1 RBMS2 CLVS1 FOXN3 SPEG CCDC28A TRARG1 NEURL1 ST8SIA5 ESPN SMPD3 SHB GUCA1B SPSB4 CLOCK ARHGAP35 TTBK1 MIR888_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR888_5P HDAC9 AKT2 MIB1 ZBTB44 TFEC COX5A TMEM41B ACSS3 CACNA1D STAM ARAP2 TDP1 CPSF2 DPP10 PGR SAR1B CDC7 KPNA3 DICER1 VMA21 PPP1R9A XRN1 FGF14 RASGEF1B FBLN5 PTGES3L TENT4B JADE1 TMTC4 RAB30 CCDC47 ZBTB26 RNPS1 PRKG2 NFAT5 SAMD8 POU3F3 TMC7 CELF5 CASP7 SETD3 SEC22C STYK1 RPS27L N4BP2L1 TMED4 MYO1B BTBD7 AFF1 ELMOD1 PAIP2 GABRP TBL1XR1 NADK RNGTT SLC16A7 RPL22L1 RALGPS2 RPL34 GSKIP SHCBP1 ZBTB33 CREB1 RNF103 GXYLT1 NUMB DLL1 PPM1A PRDM1 ZNF33A PLCB1 TRIM33 ZNF765 SLC4A4 ZNF248 ATP2C1 SV2B SNAPC1 SFTPA1 SLC30A5 CYP20A1 NUDT7 LAMC2 TMEM168 RABGEF1 ZNF397 ZNF322 CP KATNBL1 FBXL17 KIAA1522 RB1CC1 GCSAML NMNAT2 SREK1 ARPC2 YTHDF3 NHLRC3 CA8 HOXB5 ATP8A1 GPAM PRKACB UBE2K MEX3C S1PR5 NETO1 EDEM1 RERE RC3H1 RRAGC MTPN USP45 MXI1 EIF4E PIP4K2A MAP4K5 H2AZ2 KCTD12 MFN1 OLFML2A RAPGEF2 SPRED1 MAP3K1 OTUD4 WDR36 ZEB2 RAD21 ACTN4 RFX3 SERTAD2 KRR1 SS18 PPARGC1A CYP2C18 RBAK CD58 IFIT5 RLF CHD6 ADRB2 FOXN2 FAR1 SYT4 UCK2 VEZT CNOT6L ADAM10 MED28 C16orf72 COL5A2 TRIB1 CTR9 ZNF641 RCSD1 SCRN1 ACKR4 GLUL SLC6A20 CD47 ATL3 ZNF709 LRRC3B CDC42 CRYBG3 RHNO1 LY6G6C TOMM20L GTPBP4 ATRX CLK4 SEMA4F FAM199X CLEC5A GTF2H2 ALKBH5 SNX13 ACO2 PAK2 RYR2 LATS2 GUCY1A2 GDAP2 CETN1 ALS2 PTAR1 STK38L MAPRE1 INO80D C8orf48 MTHFD2L RNMT TENM2 ELOVL2 PARD6G GNG2 ARMCX4 CD96 BRAT1 FEZ1 SNAPC3 LRRTM3 TRHDE GABARAPL2 SOS2 SEMA4C LRRC3 SYT1 CAPZA2 LMTK2 RLIM ZNF793 PNISR SUPT20H BRWD1 SLC25A32 SEL1L PLP1 MED1 VIP MGAT2 KPNA4 KIF13A UBE2V2 ARHGAP35 ETV1 GADL1 LCOR L2HGDH TRIB2 EPN2 HAPLN1 BHLHE41 MIR497_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR497_3P NUDT4 NR2F2 HMGN3 FAM114A2 VBP1 FBLN2 RBM24 KLF4 SLC24A1 DPP10 BIRC6 DDX3X MAPK8 ELOC NR3C1 UBE2E2 NAA35 ASAP2 ROBO2 LRCH1 RCOR3 STX7 PTBP3 YWHAZ CNN2 KAT2B MYB TENT5C MKRN1 WTAP TMX3 C9orf72 SAMD4A IL7R AP4E1 CPEB2 NKRF NTS NCAPG2 ACVR1C EEF1AKNMT MELK GOPC ASPH MLLT10 CREB1 MIEF2 INPP4A JARID2 PRDM1 TIAM2 TRMT10A TMEM158 SLC30A9 RTN4 TBX3 SMG7 ZFAND4 ACSL1 MBNL1 CKAP2 LONRF3 GUCY1A2 OTX2 BROX LARP4 CCNYL1 RTN1 PDCD6IP AGPS ASB8 TM2D1 PCGF5 MYO9B SYNRG INTS6 IGSF10 TAF12 CYCS ZC3H14 TAF1 SP3 TLE1 RBM17 CLDND1 AFG1L CEP135 CDK5R1 NCAPG UBE3C GPR85 SEMA4B C16orf72 PAQR5 GAN CAPRIN1 HS2ST1 SCLT1 THADA CENPP MRPL10 SOBP WNT5A LRRC3B TP53INP1 MAP3K4 PAK2 GPANK1 PUM2 GSK3B HLCS NFAT5 ABCA5 RPGRIP1L OSBPL6 DNM3 SLC30A4 TMX4 THAP12 PGM2L1 G2E3 ATG7 MRPL47 IGF1 MYCBP2 RIT2 EDAR RXFP1 NDUFB3 COA3 USP53 ARID1A TMBIM6 BAIAP2 VAPA RICTOR GRK3 TMEM108 GGCT SMAD2 FAM120A GID4 EIF4G2 SPIN1 PPIL3 ARL15 C5orf22 NCOR1 SCRIB GFM1 RARB LYPLA2 NRCAM VPS13A BACH2 CPEB3 TBCEL LGR4 AMD1 XPR1 MED14 SPARCL1 NDFIP2 MRPL1 EP300 DSG1 KLF13 TBX18 PTP4A1 ZBTB34 CEP76 GPR158 SECISBP2 SNX2 SAMD12 FAM124B GABPA SCN9A HMGB3 EIF4H EXTL3 SS18 NUCKS1 PPARGC1A DNAJB1 EEF2K TTYH3 ATAD2B PKDREJ TLR8 IRF4 ZNF385C UBA2 MED13 REPS1 SERINC3 KDM5A ARHGAP17 SERP1 BMPR1A ATP1B3 SLC31A1 FOXO1 RBPJ SMARCC1 INO80D SLC17A7 SLC25A4 HECA ALG6 CAB39 SKP1 EIF5A TXNRD1 GRM2 SGTB NUFIP2 SRP19 PAK1 LIFR MSRB3 CDK12 GOLIM4 ZIC2 CNST ESS2 ASCL1 RELL1 MYOG TCF7L2 GADL1 SPATA9 ZNF17 MIR1284 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1284 CD55 MEST ACSL3 SLITRK3 CAMTA1 SPRY4 HOXA13 RNF34 ZNF384 MEF2C ERBIN ZNF281 SLC39A10 MRS2 RBM41 MARCHF6 UTY CPSF2 SUMO1 BDNF HIVEP1 MAP1B MPZL2 PACRG RORA BCL9 DCUN1D4 KALRN SEC24D ASB11 IREB2 NCAM1 DSN1 TMED7 JAK2 BROX RAB10 LDLR OSGIN2 ANK1 FRMD4B MAST4 DHRS7 NREP PDE1C UBL3 NOTCH3 DNPEP HGC6.3 REST SORBS1 ZC3H12B FKBP1A C6orf136 ST6GALNAC3 PIK3C2A HMGB2 PTPN14 SNAI1 POM121L12 GABRA1 ECT2 MED14 NELFA NRXN1 UBR5 TES ITGB2 ZNF432 DOP1A CDH6 FYTTD1 SCAF8 RNF214 FMR1 CARMIL1 TASOR HCFC2 DLG2 NFASC HACE1 ZNF236 TRIP12 PSD3 BCL11B PAPOLG FAM76B RIF1 RREB1 EP300 KCNE4 EIF4ENIF1 SULT1E1 IRF2BPL SGIP1 DCLRE1B CTTNBP2NL RB1CC1 CSPP1 MGA RBM27 PPP2R2C MARK3 SNX31 ZNF436 NUP153 PRR23A RAD51B SLC19A2 SMOC1 ZFPM2 CARMIL3 ATP2A2 RTF1 ZNF652 PCGF5 FNDC3B LIN9 CREBBP GMNC PRDM12 TSC22D2 ATXN1 USP24 CD8A GLG1 HMGB1 SON TADA1 REV3L IL12B SKIL USF3 MARK1 ARHGEF12 ADRB2 UBQLN1 FBXO33 PDLIM1 SDC2 RNASE7 TSHZ3 GOSR1 RXRG KDM7A RNF2 SVIL RRM2 ID2 SRSF10 ZBTB2 KRAS SP100 UBE2D1 KMT2E ADGRF5 ARL4C STXBP6 PHACTR4 LBR C9orf135 GIN1 PEX14 DENND4A ATAD5 PHLPP1 KIF13A SNAI2 RCN2 TFCP2L1 MAK TRIM2 IRS1 KLF6 PPP2R5C DAGLA MTFR1 TAB2 NLK PPM1K SMARCB1 PIAS1 ZNF697 INO80D THAP12 TNS3 LDLRAD4 MAB21L2 IFI44L RBM47 TMEM260 SEC22A CUL1 KAT8 AKAP10 ETV5 WDR48 TOR1AIP2 GAS1 LRRC1 PPP4R2 KLHL4 CAPZA2 RAB33A ZCCHC18 DCAF7 EIF4A1 SMARCE1 SIPA1L2 CCDC182 PDS5B GSE1 SLC2A1 EPB41L2 POLR2K TAOK1 TPD52 SP8 LSM14A MCM9 AUTS2 JUP SELENOK SF3B1 TAOK3 CPEB2 STOX2 MDC1 ID4 MRPL44 TEDDM1 DOCK3 RFK WBP4 TFB1M MIR4680_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4680_3P CREB5 TRMT1L SLC4A10 RIPPLY3 EYA4 MEF2C GPX8 MAP3K7 CA2 KLF4 SNAP23 DNAL1 TSHZ2 H2AJ PRPF40A COBLL1 KLF12 JADE1 GALK2 PRUNE2 DCP1A ZDHHC15 MCMBP GRIA1 UBA6 COX18 VASH2 TGFBR1 ZNRF2 GTF2A1L PLIN1 PDIA6 RNF139 ZBTB10 NUBP1 LZTFL1 KLHL14 SMIM43 IKZF2 AGGF1 HACE1 RHOQ LEXM LIN54 C20orf194 HIF1A KIAA0232 FAM126B B3GLCT FAM72A HADHB SORBS1 KLHL23 LMBR1 FBXO32 GUCY1A2 USP46 STON1-GTF2A1L ZNF93 ARFGEF3 DIPK2A SGPP1 ZFYVE26 C2orf69 FAM204A TDRD7 UXS1 RPS6KA6 RC3H1 PMP2 SMAD4 TPGS2 SPRED1 DCAF10 IFT81 PDZK1 PRKAR2A STXBP3 CYCS RBM46 POSTN PID1 TANC1 ARMS2 CNGA3 ACADSB BLOC1S5 RBMS3 ARL14EP ADAMTSL3 SUCO PEX1 CCR2 FAM72C KCNIP4 BCCIP SESN1 MFAP3 TXLNB CRELD2 SACM1L ME2 FNDC3B ZNF704 LANCL3 AKR7A2 BNC1 ALDH6A1 TM4SF4 THSD7A FBXO11 KCNG3 KDM5B TMEM53 BNIP2 PCDH18 ZNF260 COLCA2 HS3ST5 DYNC1LI2 NCOR2 COQ10B ZNF678 PDCD4 SLC40A1 NFAT5 RSPO3 NEB ZFP1 GDAP2 IRS1 TMEM106B POGZ MTFR1 PTAR1 SMAD1 WARS2 WNT16 HIPK3 CSTF2 C1QTNF3 PSD2 ZNF521 CACNA1H NDEL1 ZNF77 CTSS SLC35D3 EFCAB9 SHTN1 HMCN1 FOXC1 TTC7B MMP28 GPR173 HNF4G GFOD2 DTWD2 BRWD1 STXBP6 SCAMP1 TSPAN12 RABGAP1L FBXL20 GOLGA5 NFXL1 NCK1 MAB21L1 HOXB13 PCNX1 LRRTM2 TAOK3 MGAT2 TRIM44 REEP3 FAM126A CLOCK ACSL3 LGALSL FAM72D MXRA5 FZD3 FAM72B UBE2G2 CTTN VMA21 COX11 IFI44 SCML1 TMED7 ZNF804A ABCG2 SEMA3A LIN28B HTR2C SFXN1 DNAH14 CDH6 CDK6 CPOX ABCD3 EDNRA ZNF425 RYR3 ZNF37A GJA1 ZNF449 GANC CPNE4 WAC DOK6 PBX1 NANP CYP3A5 ZGRF1 THAP2 TMEM170B MSI1 GOLGA1 PLXDC2 MED28 ELL2 NAA50 CCDC6 PPM1D WDR7 GPATCH2L SOCS6 ABHD2 BRWD3 HLTF AP001372.2 GDAP1 CLHC1 PGRMC2 RANBP17 RBM3 KIF13A SFRP1 STK38L KCNH7 SFTPB UBR3 STRN FZD4 YES1 PPP1CC ENPP4 RHPN2 PTCHD1 ARID2 LYRM7 SPINK13 TAP2 CAB39 CNTLN RPL31 CCNG2 MIR4778_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4778_3P CD84 NTRK2 ELAPOR2 MEF2C LILRB2 ERBIN ZSCAN5A ITPR2 CELF4 PRKACB TFEC ARCN1 CACNA1A PIP5K1A MED21 RUNX1T1 ARL13B ADD1 CDKL1 ARID5A BCOR GDNF TENM1 ATP5IF1 DLG1 RANBP3L ELAVL4 MIEF1 PTPRD COL6A3 SAMD4A NR4A1 LZTFL1 DELE1 GALNT13 SMIM43 MAP4K4 RILPL1 NFIC DDHD1 MS4A14 CYSLTR1 AXIN2 HIF1A PLOD2 GANAB IGDCC3 KCNMB2 EBPL TRDN PARP8 USP13 FZD1 ZNF555 ARL17A FAM168B CLDN18 C1orf21 PRX EPHB1 CERS6 NETO1 TM2D3 NEDD9 ASCC3 PEG10 ERCC6 HEPH BMF SLC4A4 SATB2 ZNF687 FBXO45 SMAD3 SPRED1 PMS1 BSPRY RNF214 MYOCD PALMD CUL4A C14orf119 MMP8 ZBTB8A EIF3J RBMS3 NHS APBB2 DDI2 TEX11 BCCIP LGSN ING4 TAL1 ATF7IP2 ZNF547 PAPPA2 TSPAN5 RNF217 ERC1 ZNF704 SCNN1G SPRY4 CD55 CDH9 NBPF20 LYRM1 SDR16C5 PLAC8 ANKRD17 MED30 IGLON5 PLXNA1 PURG ACSM2A DAZ4 ULK1 CDC42SE2 WDFY3 DNM3 ZSWIM7 POLR1D RNF19B PSMD1 C1orf226 SEMA4D ULBP1 HBEGF RIT2 BPTF PLPPR4 MTFR1L CTLA4 BAALC C19orf33 NCOA1 ADRA2A PRRG4 NLRC3 DCAF7 TXNL4B RTN3 NPY2R PROP1 DAZ2 PINX1 ILRUN ATP2B2 HOXC8 BRINP1 HAVCR2 ZBTB38 CCDC110 PCNX1 PRPF4 PCDH19 MEGF11 BDP1 RTL5 FAM78A CBLN4 UBE2F BCL2L13 MS4A8 CALHM1 LRP6 BCL2L14 RBBP5 ENDOU ELK4 BMPER ATP8B3 CPEB3 SAMD8 SLITRK6 CDC73 GLUD2 CPD TM9SF3 CDK6 CDC14A POTEC MOBP MED19 TMTC1 IL36G ABHD17C CA3 SH3TC2 CYP2U1 TATDN3 MROH9 KCNA1 FAM124B SEPTIN10 PCDH17 DKC1 TMED7-TICAM2 GCA TMTC3 PCYOX1L PLEKHA8 ZNF107 RBM47 KITLG ZCCHC17 PCDH15 NRG1 COX17 CLVS2 TMEM39A SPTBN1 ZCCHC10 GOLGA4 DYNC2LI1 SLC5A7 LDHA RTKN2 APELA NSUN7 ATF3 SOCS7 C11orf87 HSCB FXR1 ENSA PGBD5 SRSF8 PAX8 TBC1D7 DSC2 AAK1 AMACR CFTR SEC22A NIPAL4 EFCAB14 CCL16 CNNM2 SRP19 SLC9B2 DDB1 STON1-GTF2A1L TAF8 CLDN8 SBSPON TMPRSS11E XIRP1 MCM9 ASCL1 SEC61B FAM9B RHOU USP12 MIR580_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR580_5P ACSL3 MBTPS2 SLITRK3 C12orf66 PTER SLC8A3 TMEM59 ECHDC1 KCMF1 PIAS2 ELOVL7 SLC1A3 PEX3 PRRG1 HIPK1 CCDC141 HMGCLL1 FZD3 MTMR4 SSBP2 CDC14B SIPA1L1 CERT1 DICER1 ELOVL5 CUL3 SRSF10 IREB2 PER3 CTNNA2 KMT5B JADE1 PDSS2 CMPK1 EXT2 ATF2 SNX3 RCOR3 ZNF577 DSCC1 MAPK1 COX18 FAM216A FLT1 CPEB3 ADAM28 PSMA1 TOR1AIP1 ZNF326 MTCH2 NDFIP1 CCL28 BTBD8 ZFYVE16 GPHN KLRC1 TM9SF4 LDLRAD4 FRS2 ZNF382 SNAP25 SH3BP5 MYO1B ZNF761 MTX3 ZBTB10 GRIK2 BARD1 AMOT TOP1 PTPN13 RAB6C LAMB4 ANKRD33B VTI1A NARS2 HCN1 WAPL TNNT1 KCTD6 GMCL1 B3GALT2 ALB FAM216B ZNF765 SKAP2 SLC10A2 RNF38 ARHGAP36 TTC3 PAPOLG AHCYL1 BORCS7 HEMGN ZFAND6 STEAP2 TMEM47 H2BC12 MFSD4A ATP1B4 PHF3 TRAF3IP1 PPDPFL ZC3H13 GUCY1A2 SMARCAD1 IL17D SHPRH KIAA1143 RNH1 HMGN3 CEP170B CLDN10 FAM111B RBFOX1 ZDBF2 ZIC4 SLCO4C1 CERS6 BOC ELF1 ZNF100 NEDD9 CIAO2A CNOT7 ERCC6 DLGAP4 HECTD1 ZMYND11 VPS13C SPRED1 RHOBTB1 AMMECR1 ZC4H2 COL25A1 COMMD3-BMI1 XG SLC10A7 ST13 SNX5 PDCD4 GJC1 CEP162 CD164 ZNF860 ZNF648 ZBTB20 SSPN LCORL ZDHHC21 HNRNPA0 FAM210A C8orf33 RUNX1T1 HSPA9 NAA50 TAT G2E3 SPTSSA CYP3A7 TJP1 DDI1 ABRAXAS2 TAP2 FGFR2 SYCP2 KRAS EMP2 TECTB MCTP1 KLRC2 FBXW2 PTPRG ALG10B BAZ2B ING2 PAK2 KCNV2 C14orf39 PINX1 DNHD1 USP51 L3HYPDH TRPM8 DNAJC13 ZNF131 RSBN1 TRIM2 CYB561D1 INO80 SUCLA2 CLINT1 SF3A1 SMARCC1 STAG2 SLC25A24 SUZ12 GARRE1 PRKAR2B NDUFB4 UBE2W INO80D MED6 NSD3 RNMT ELOVL2 SPIN4 NGF TREM1 KIF5B STRN NOVA1 EHHADH RNF44 PDE12 RAB27B ADAM10 ERAP1 C9orf64 CDX1 XRRA1 VWC2 TSPYL1 EIF1B SSTR1 NBEAL1 TRIM49C POLK ANKS1B GRPEL2 TRIM49 KIF13A ZC3H12C WFDC8 HAL RAP1B TET1 RAB33B MIR765 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR765 PXK CASTOR2 OTP KLK12 SPRR4 SCFD2 PDE6D PHF7 PTK2B DBNDD2 MTSS2 ZADH2 GRIK3 PFKFB3 ADAM19 PTAFR TOR2A KPNA3 CHRDL1 PRR5 ANKRD13A TCF4 LINGO1 CNTNAP1 PDE4A CARTPT PCDHGA5 ASB16 GSE1 PCDHGA11 HEYL CD164L2 COX10 KAT7 PCDHGC3 ANKRD40 CORO2B XYLB MON1B CASKIN1 TNS1 LINC02873 KIRREL1 ITPRIPL2 RAD54B ZBTB45 HSPBP1 RAB15 AHDC1 GRIN2B TIMP3 ZIC3 HOXC4 SERPINA1 PBX1 LHPP BICDL1 EPSTI1 NUTF2 KIRREL2 PDX1 FXYD3 CD4 SETBP1 ADAM12 GPR107 HNF4A ADGRG5 KLK4 RAB6A MDM1 AGO1 PRLR CHMP1A SP6 TNFRSF14 UPK1A ASIC1 PML TPCN1 GLG1 NFIX LMLN CACNG7 MYO1A MYO18B TLCD3A RERE CXCL12 DNM2 GFRA2 POU2F2 PCDHGA3 PUM1 ZC3H12A PTCH2 SGPP2 KDM2A FBXO21 PLA2G3 CLSTN1 ZDHHC9 PCDHGB5 ADCYAP1R1 EZH1 RAB5B GABRA3 PCDHGB4 DENND2C LSAMP CYB5R2 PCDHGA9 ISLR2 FAIM2 JMJD8 CSF1R ABCG4 PNKD IKZF4 CNNM4 ZNF710 SYPL2 YWHAG SEH1L UNC5B CAPN3 USP36 MACROH2A2 ATXN1L S100A7A VAMP2 CD34 NOVA2 KAZALD1 CUX1 KMO ZNF396 LYSMD3 MARCHF8 TEX2 PCDHGB3 TRIM67 PCDHGB6 CCDC28A-AS1 HLA-DQA2 NAV1 SKI POLR2F TMEM233 ORMDL2 GTPBP1 PSD2 C1orf226 CNTFR C5AR1 GALP SLC38A7 URM1 ARAF TESMIN PSMD11 LAT2 ARID1A SPTBN4 PRRG4 SLC4A8 HRK DCX SEC61A2 CPLX1 PPP1R12B DGKD STK40 HDAC5 RUFY4 SHISA6 SIX3 N4BP3 CFAP77 KIAA1671 PCDHGC4 MECP2 ADGRL1 ELK1 BCAM DPF3 GPR62 ZNF784 LRRC8A HOMER1 NBR1 FAM78A PLP2 LRATD2 L3MBTL3 KCND1 CADM4 TMEM265 SOGA1 TANC2 MMP16 PCDHGB1 PRELP BRD4 DPAGT1 MYCN NRBP2 PCDHGA10 ISM2 RIBC1 PCDHGA4 SDK2 TMED10 MTUS1 DENND1A CAPN6 PCDHGA2 ZNF436 HOXB5 FAM102A NDUFA4L2 PCDHGA12 SP2 RPH3A G3BP2 PCDHGA6 COL4A6 CTDSP1 JPH4 PTPRT CCL4 C3orf80 EN2 LAMC1 FAM78B WDR59 SERPINA6 SERP2 PCDHGB2 POM121 BTN1A1 CEACAM6 KPRP VPS25 FAM169B PCDHGB7 SOCS7 C11orf87 PCDHGA8 SYNE3 PAXBP1 RHBDF2 SHANK2 GPATCH1 SEPTIN3 PCDHGA1 KCNC4 GAB2 HLA-DQA1 POLI GLT6D1 RBM20 ZNF444 SLC18A3 INO80D TMEM26 TRIM66 SIPA1L3 PCDHGC5 CLMN RND2 ST3GAL2 PRIMA1 PCDHGA7 TNFRSF11B COL27A1 DLX3 CDX1 LHFPL4 RPRD2 CACUL1 ARID2 SDK1 RAD51B CAMK1D LMO7DN FAM117A LRP4 MIR6756_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6756_5P MPV17L OTP ZKSCAN8 C5orf38 MNT STEAP3 SPATA33 GSG1L CACNA1E NRN1 MTSS2 ZBTB7A SDR42E1 TMEM178B IRF2BP1 PAX5 COL5A3 ARRB1 HHLA2 RANBP3 DENND1C ZMYM1 CORO2B TRIM3 STIM1 GOLM1 KIRREL1 DLC1 RAB7A LIF POPDC2 FAM219A NDOR1 ATP1B2 AHDC1 TESPA1 TPRN STK32C IL12RB1 ITGA7 SEPTIN9 IQSEC3 FAM193A NFIC MAPK3 SYNGAP1 NKD1 PKD1L1 ATAD3C FGFR3 AP1M1 GJB1 ISG20 DNAJC14 FURIN NECAB3 PDE4C ELAVL3 ENTPD1 CEP170B CMIP TFE3 NFIX IL24 IGF2 ARFIP2 DNAJB5 ZMYND10 SRRM4 TMCC3 KIF21B QKI LRRC20 MGRN1 RABL2A SCRT1 KCNAB2 KIF3A GRID1 ECM1 EPHA8 POU2F2 PLCH1 TSPAN11 WDTC1 HIVEP3 PHF21A SSBP3 CHKB PRKACA FAM104A RXRG ZNF821 SLC6A11 ARHGDIB SORBS3 SMURF1 NAA15 SEMA3G RABL2B CES4A DNAJC5G TMEM104 UNC5B BAHCC1 SCNN1A WNK4 KCNK9 NOVA2 AGPAT1 CCDC97 HIC2 RAB36 MDFI FBXL18 P2RY11 REEP2 TTC9 SLC43A2 NCS1 FCHSD1 DAGLA SRF IQCK SKI PHOX2A KPNA6 HSPG2 ST6GALNAC6 FZD7 CCNT1 PBX2 CD48 CACNA2D2 GIT1 HBEGF PPP1R9B ARF3 GNAO1 ZNF609 DLK1 HOXB6 FOXP4 IFFO2 ANKRD34A S100A1 TMEM242 CST4 C16orf46 ATP2B2 HPCA AMIGO1 TNS4 GLIS2 MECP2 BCAM FLT4 CYP2W1 JUP GAP43 PHF23 NOS1 HYOU1 RHOF COPS6 MKNK2 FZD8 CDC42BPA PLAGL2 CASR MEF2D NR5A1 SOD3 PRELP SLC24A2 CELF5 NGFR SYNPO2L FKBP1A FBXO41 PAPPA2 TOR4A PHF12 NPTXR MGAT5B DNAJC22 BCORL1 SMARCD1 GNG7 OLFM2 ANKRD13B DHCR24 CCDC103 ARL3 TMEM63B CALN1 TRIM35 MEX3A FASN TNRC18 PRDM2 EFNA5 CNTN2 ADM2 PPAN-P2RY11 TIAM1 DIRAS1 PCDHGA12 SZRD1 IQSEC2 KMT2D INTS3 AATK REXO1 H2BC21 B3GNT3 FCER1G PPP1R11 RUNDC3A FAM78B TTYH3 RNF126 MEOX1 RNASE13 SH3PXD2A VAMP1 DCBLD1 VSX2 PADI1 ATXN7L3 SLC7A1 MDGA1 NTSR1 ZBTB9 SH2B1 RIMS4 FXR2 BHLHE40 CHRNE TBX6 BSN PHF8 MAPK6 S100A11 FRMPD1 BAZ1B ENTPD2 SCN2B CLCF1 KCNA6 POU2F1 CABP7 ZSCAN23 EPHA1 WDR26 MIR568 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR568 AGFG1 LIX1L LIMCH1 POSTN SIX4 SIKE1 FZD6 DPH5 STOX1 CLEC2D FHOD3 GAB1 PIEZO1 JAK1 RGS5 BVES SLC1A3 CADM2 CCDC141 LYPD6B USP44 SEPTIN10 MIER3 PHC3 PCBD2 NBEA AKIRIN1 KIF20B MATN2 CSMD2 ZNF736 STIP1 INSC MCTP1 LMO2 SGCZ DUSP1 TBR1 KLF12 NIPBL GPR6 INTS6L ZDHHC3 JAK2 GATA6 FRMD4B MAP3K7CL ZIC5 RAB20 NFAT5 MFAP2 MSL2 LRRC7 GCLC SLC35A3 BACE1 ZNF268 REST PGAP1 RIC3 RNF145 SLC16A10 ZC3H12B RBIS SH3BP5 RAP1A FAM91A1 MED14 CAVIN1 COL6A3 ADK SLC6A15 CCL1 NR2C2 FUT9 PLCL2 NOC3L FAM13C CCER1 SMTNL2 ESCO2 ACVR1C TSHZ1 HEXA CYP26B1 RNF214 GRM8 FRMD6 TMEM132B NOTCH2NLA DLG2 FOSL1 VCPKMT TAF1L PROSER2 FCF1 KLF8 PRDM1 APOOL POLR1F CPPED1 CACNA2D1 JRKL WRAP73 CFAP91 MFSD4A LRP11 ANGPT2 CDCA7 SS18L1 CLK2 BTBD1 CLEC4D PAX3 RAC3 ARL4C NOTCH1 SUMO4 SEL1L3 NHS UNC80 HGF SNX2 ZMYND11 RAMAC ARFGEF3 MAML2 C1orf21 C10orf88 DOCK2 NRG1 ACTR6 ZSWIM6 CFAP69 PWP1 NETO1 USP45 ALCAM ZNF454 CHST9 SOCS4 GTF2H3 TXNDC9 RING1 CCNL1 ZNF621 HTR1F RHOBTB1 SZRD1 ELAPOR1 EFNA1 PPIL2 APLN FBXO38 ABHD13 SERTAD2 NEUROD1 REV3L CD40 SPPL3 CAMK4 AP3M2 MCC PDE3A TSHZ3 FBXO8 ZFX C2 RBM11 MFSD14B BEND3 STXBP5 RAP2A TET2 TJP1 ID2 RNF217 XKR3 ACKR4 USP49 SREK1IP1 LCORL BLZF1 KMT2E PLD5 EREG PTPRG ZNF684 SOX1 FGL2 YY1 SYNE3 YIPF4 MTREX CHP2 ANP32A CLDND1 SLC17A2 SMURF2 GPATCH2L JADE1 RGS21 FST ENPEP RBM20 ARL6IP6 SLC7A11 DPY19L4 TTC13 VIRMA PYGO1 ZNF362 PLEKHA3 ZKSCAN7 SHE IFNL1 ARMCX4 NUP188 TRIP10 NGF MAP2K6 PALB2 CNTN5 CMTM6 KCNMB2 RHOT1 MYCBP2 PTRH1 CCDC144A ZBTB41 PTPN4 STAMBPL1 SPAST PHIP MEOX2 COL13A1 PPP1CC ELAVL2 IRX2 TRAK2 CTNNA3 NUFIP2 HOXD13 ERAP1 OPA3 DKK2 GLCE RORB NR4A3 TMPRSS11E AMMECR1 PRXL2C WNT3 ACOX1 MFSD14A ADAMTS1 LRP1B SPOPL PGM3 FKBP14 DGKH C5orf51 ZC3H18 ZNF800 CDK4 PURA MBTD1 MIR135A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR135A_5P MRPS12 KCNAB3 KCND1 ARNTL ZBTB44 DAG1 TGM2 NDRG4 FCHO2 IL31RA MTMR12 PPP6R3 KLF4 MXRA5 CEP85L CACNA1D MTMR2 SLITRK4 AEBP2 HOXA10 GRIK3 DDX3X ZNF302 SAMD9L RPS6KB1 UIMC1 ENTPD7 SLC10A7 NBEA ZNF518A FBXO28 ROBO1 DNAJC9 VLDLR CTTNBP2 KALRN CPLX2 THRB CACNA1E PRUNE2 JAK2 CNTNAP1 MOB1B C1orf198 BMPER ACTR3B ESRRA KCNN3 UGT2B4 SEMA3A SAMD8 ACVR1B SLC24A2 HMBOX1 PRKD3 ZBTB46 SMAD5 APC SETD7 PTPRD GCNT2 SDCBP CHMP4B G3BP1 COL4A3 STAU2 CNIH4 ACSL5 CPD TCF7L2 VCAN TNPO1 ZNF385B HECTD2 UTRN SNX16 UGT2B10 ST6GAL2 TAF4 WAPL PIK3R2 ARHGEF4 RAPGEF6 ELK3 EDNRA SETBP1 CCSAP PSD3 VPS37C ABCE1 BRWD1 PEX7 C6orf120 SV2B GNG7 PREPL NTNG1 PIM2 B3GLCT RALBP1 NCLN TMEM168 ZNF670 PGAM1 CAAP1 GAS7 ANGPT2 CREBZF C18orf54 TOPORS GRIA4 KCTD10 PCYT1B ZBTB34 DDX60L NUDT5 ZCCHC24 ADAR TSEN54 GRID2 GRIA3 ATXN7L1 ANXA7 ATP8A1 IGF2BP2 RGL1 TMEM97 AGPS BACH1 ANKRD55 STK35 NCOA2 ELOVL6 SYT2 ROCK2 DEPTOR ZNF652 CDYL2 BCL11A SLC16A6 ZCCHC14 NR3C2 DEPDC1 SSR1 PHLDB2 BTAF1 CSPP1 GSK3B HPS5 FAM71F1 MTSS1 ENPP3 STRBP MAPK10 JAKMIP2 SPRED1 LONRF1 SCN2A SLC9A9 SERTAD2 CADM3 TCF19 MICAL2 RBAK SEC14L1 PIGH PKIG RIC1 FOXN2 USP15 TSTD2 CLVS2 UBE3C KCNB1 ATP2B4 DCUN1D4 GCLM HERC3 ATP1B1 ENTPD4 GULP1 ZNF681 KDM7A CHD1 ATG14 PGGT1B SIRT1 PSIP1 EBF1 ROCK1 NEFM CAP2 SV2C YWHAG MAPKBP1 KRAS RUNX2 MYPOP FAM120B PPARGC1B MEF2C MED13 BAHCC1 SLC26A4 VAMP2 NAMPT KCNJ6 ZRANB1 LYPLA1 SYT3 LATS2 ZNF131 PPM1E SIAH1 FOXO1 ORC5 RALGAPB RNF43 SRSF3 WWC2 KIF3B STK38L FRMPD4 TWSG1 ZRANB2 CCDC170 SLC30A4 HIF1AN EFNB2 DIP2C ARHGAP19 ARHGAP11A UNC13A RASAL2 BSN SPATA2 AVPR1A USP42 ILDR2 SNTB2 FOXN3 GK5 ERBB4 PDCL ADO BCAT1 OSBPL8 NADK2 MAPRE2 BZW2 TBC1D4 ASB13 LMTK2 ZFP1 KCNQ5 CPLX1 ZNF143 NUFIP2 PDS5B SHISA6 EYA1 MAN1A1 INTS2 KIAA1143 ILRUN SLC25A5 DDX3Y MFHAS1 LMCD1 SMIM13 SSR2 CD47 CSNK1G2 PDE1A KCNS3 ELK1 ZSWIM4 WNT3 KIAA1549 MEAK7 MRAS HNRNPR TMPO PRLR HMGXB3 SHISA7 PTPRT ARHGAP6 BCAP29 TRPC1 COL5A1 TRAPPC8 LZTS1 RNF138 C2CD2 ANK3 WASHC4 CRAMP1 MRPL16 NET1 PELI2 MB21D2 MBTD1 MIR3978 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3978 PRDM16 BCL2L13 AFF2 ZKSCAN8 FCHO2 PDPK1 GOLT1B NRG1 OSBP2 MBNL3 PRIMPOL OGT TDP1 TNFAIP3 IRF8 CHL1 MLEC MTMR1 DGKH C21orf91 PURB AP1S2 RUNX1T1 RCC2 ZNF84 LMO3 PSD3 RBM19 ADAMTS9 WIPI2 BTBD8 ARHGEF9 PHTF2 ATE1 SNAP25 PTPRD ACTL6A IL1RAP TRAPPC4 SEPTIN6 CNR1 IQCA1 IARS1 SV2B YPEL2 PDE7A GMCL1 SOCS3 TRABD2A ZC3H10 PRICKLE2 DLL1 GABRA1 CBFA2T2 PER3 OPN3 DPYD PEX7 CHIC2 DISC1 ESR1 PDE4D RORA GALE ZNF664 ARL10 TMEM132D SLC36A3 NRXN2 BTRC NETO1 RASSF8 MAPT SRPK2 DACH1 IDH3A ARID4B RPS6KA6 KATNA1 DDX6 NOL4 JAKMIP2 FRMD5 MPC1 PCDHGA7 GJB7 C2orf66 EIF5A2 RAD21 GLRA2 TMOD3 ACVR2A SP3 MYOCD XRN1 PPIP5K2 C3orf70 ARHGAP24 ZNF860 CASD1 LCP1 CNOT6L NUP43 KDM3B KDM7A CHMP5 CHD1 HOXA1 LETM2 PJA2 KCNA5 RICTOR DNAH10 ZNF710 ZNF704 ATXN3 ARL1 PKN2 TM4SF4 ISOC1 CTXN2 ANKRD42 CCDC3 ALPL NAMPT RASSF2 HACD4 GATM RGS21 GNRHR ATXN7 SMIM10 SULT1C2 SERPINB8 AFF1 TAF11 FRMPD4 HOMEZ BMP2 CPNE3 TMX4 PPP2R5C ANGEL2 B3GNT5 MYLK4 GCC2 PLPPR4 GPLD1 DIAPH2 ZNF609 ATXN3L TRANK1 ADAMTS5 PYROXD1 HOXD13 TSPAN2 STXBP6 PTPDC1 SLC22A23 LIN7A ZNF597 TNC TRIM2 DKK2 TLE1 TEAD1 EIF1B ZNF792 ARPIN-AP3S2 LRRTM2 MYEF2 CREBL2 SPIN1 BCAP29 OAS1 ARSB IL1R1 FSTL5 FARP1 ABCD2 MMS22L BMPER DOCK5 PDE4DIP PBOV1 FKBP1A XPR1 PCDHB10 TMEM229A HIPK2 SLC35B3 INSYN2A ADM MAF1 KIAA1328 MFAP3L POU2AF1 DCK IER3IP1 KDELR1 SH3TC2 AVL9 GPR19 ZNF280C FBXO46 B3GALNT2 SLC9A9 STIM2 VGLL3 SNAP47 TAPT1 MOSMO CLEC7A HOOK3 RFXAP DNAJC1 ONECUT2 HGSNAT TOX LY6G6C HSF5 GDPD1 MEGF10 KIAA0408 NEFH CNBD2 OSBPL3 NSD2 GRM7 WDR33 ACSL1 SIAE INO80D AP3S2 PPM1H RERE DNAJB2 JMY SIT1 LMTK2 SRGAP1 IMPACT NUFIP2 H2AZ1 S1PR3 EPB41L2 ZW10 WNK1 CCAR2 PRRG3 SF3B1 KPNA4 CLOCK MIR24_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR24_3P C2orf72 ZCRB1 CASTOR2 EDA2R TAF7L ZNF217 MNT AL008638.2 GNE LIMD1 RANBP10 RSBN1L NCOA5 CHST4 BVES NRP2 SPATS2L TMEM178B EXOG RPS6KB1 MLEC FAS MRPL4 LPAR6 USP20 STRADB XIAP GRIP1 ATP5MPL BCL2L11 MOB3C ST3GAL1 SLC12A6 LSM4 CMTM4 NUP210 DENND10 TNS1 PTPRD CRIPT NDRG4 ACVR1B NRP1 DUSP16 PAQR3 FBLIM1 USP54 COP1 CNOT6 ERC2 TBC1D24 CACHD1 PIM1 DLL1 C8orf58 PTGER4 PRDM1 PPIL6 ZXDA RALA STAT2 PLOD2 RAP2C INSIG1 VSTM4 CCDC58 SPAG9 FAM168B POLR3D PITPNC1 SNTB1 RER1 FRMD7 NAV2 SLC39A3 PLEKHH2 AGPS NDUFAF4 ORAI2 SNCAIP ADSS1 MPDU1 SEMA4A DLGAP4 MATR3 NSD2 SCARB1 TRAF7 PRELID1 KCNK2 SLC30A2 PRKCH LMBR1L CDK16 B4GAT1 CDH7 C17orf78 CHD5 MGAT4A SNN KCNB1 STX6 SEC14L5 SEMA4B MATN3 KIF3C SESN1 RNF2 CAMK2B UGT2B10 APPL2 MT1M IFNG PER1 NEFM B3GALT5 TSC22D2 JRK SH2B3 APBA1 ATRX CCDC157 ELL CD28 RASA1 PLCH1 SMAGP AGPAT1 GSK3B PDP2 CIDEA ATP13A2 GAL3ST3 MAPK7 FST ABCB9 KCTD21 MICAL2 BTN2A2 ZNF697 VPS53 ZMYM3 HNF1B TRPM6 BOK NEMP1 MTMR14 MTHFR FAM78B MIA3 SETD9 PLPPR4 CALCR DGKK UCK1 PTPRF IFFO2 VGLL3 LIMD2 CDKN1B STC2 TAOK1 NFXL1 JADE2 SSTR1 MBD6 SSR1 DCAF11 TLN2 BNIP3L NOS1 TRPC4AP SLC6A6 GALNT15 NFAT5 MTUS2 ZBTB44 SOGA1 MBOAT7 AMOTL2 NDST1 ZFR2 KCNJ2 CRAT ANKRD44 TBC1D22B CDV3 SCML1 APBB2 DVL3 PER2 TTC17 TMEM50B FADS6 GAD1 RAP1A PLCL2 RBBP4 TOP1 TOR2A MAGI1 TMTC1 NDST3 ADPGK TNFRSF19 EBF2 DNAJB12 BCL7A PIM2 AVL9 C17orf49 RUBCN ZXDC UGCG SRL TMEM161B ICA1L SFXN5 GRIA3 MED8 FASLG ZCCHC14 HEG1 BTAF1 PPP1R16B NAIF1 FURIN RNF165 VANGL2 ZNF395 CITED4 MARCKSL1 TEX48 STX5 ZXDB USF3 LAMC1 ATAD2B SKIDA1 DLC1 CLCN3 ZNF572 NEMP2 RNF138 DUSP8 ABHD2 CTNS KLHL1 LRPAP1 NTSR1 GBX2 GBA2 KDM5A TRIM55 DYRK2 MAPKAPK2 GCNA AAK1 MIDN NLK PPM1K CDX2 SLC16A2 TMEM209 LOX VXN VCPIP1 PAK4 MVB12B SCML2 FGF11 YOD1 PDGFRB SLC1A7 KLHL3 CDK17 TSPAN14 KPNA4 ADD2 RAP1B PURA NIPSNAP1 TMEM121B MIR589_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR589_3P PARD3 KCNIP1 SRSF7 NCOA5 PFKFB3 RSRC2 PGR TMEM178B SLC35A2 ZFP90 COBLL1 PATJ ZDHHC3 TPD52 GABRA5 FRMD4B VASH2 TRIM22 DDHD2 PPP6R2 GPR176 HUWE1 PGAP1 CDC37L1 TTLL4 STK25 TMEM109 STMN1 FABP4 E2F6 MIER3 ITPRIPL2 DNAJB14 UBR5 IFT81 TRERF1 RNF125 CD81 RDX ACYP2 KIRREL2 PPP1R12A TUBA1C ECHDC1 NRG3 HSP90AB1 TSPYL5 ENPP2 XIRP2 PRICKLE2 ARMCX3 VSIG4 LIN54 GDF6 ZFX MTX3 KIAA0232 PHKB DCAF6 VTI1A RORA FOS RCBTB2 CTTNBP2NL GOLGA8H TSPAN3 RNF111 APLNR RBM27 SORCS1 RBFOX1 TDRD9 SOD2 PROX1 ZNF652 SH2D1A RAD9B FNIP1 PIAS2 CAV2 RPS6KA6 ULBP2 PDYN GOLGA8A GOLGA8R RC3H1 SMU1 SMAD4 ISCU SPRED1 ZCCHC3 VCL SHISA9 ZNF322 TBC1D9 PCDH9 MAP1B CHIC1 SLC2A2 HROB ADAMTSL1 GAGE1 RNF169 SYT4 FGF9 MGAT4A MYSM1 VAV3 IQGAP2 MCC MAPK9 NEDD1 STARD3NL PAQR5 FAM168A TSFM CAMK2B JUND MCM6 ZNF704 NUS1 ADNP SMIM19 TPBG SRD5A1 CNOT4 RNF114 APBA1 JRKL ADAMTS2 CLCN3 NAMPT UEVLD KCNS3 NKAP GBE1 NFAT5 TRIP11 CBLB RSPH4A SLC44A1 ZMYM3 DNAH7 EZR SLF1 PCDH7 EHMT1 KHSRP ANTXR2 MET KRT6B GOLGA8N DCAF7 PPP1R12B GOLGA8B RABGAP1L ZNF548 KMT2C SNIP1 UNK TSPYL6 DOK5 ZFYVE16 ZMYM2 CREBL2 SPIN1 CDCA8 RASAL2 CIR1 CLOCK CTNNB1 BNC2 PLA2G5 DLX1 PNMA2 MICU3 SLC25A12 CPEB3 RBM25 RBM38 TBCEL NAP1L2 DPAGT1 GOLGA8Q ABHD2 TOP1 NSRP1 BNIP3 CDK6 BEND4 NF1 UNC5C GOLGA8T EPB41L4B CHST2 SMYD2 AVL9 RBM19 SUB1 ZBTB34 IGF2BP2 TMEM196 ZCCHC14 CDC123 SPRING1 FKBP3 HOXB8 NLGN1 SLC22A23 TMEM121B PPARGC1A GRM1 ALDH1L2 GJC1 KNSTRN PLEKHH1 GOLGA8J PTPRT C12orf29 NPAT KRTAP24-1 HOOK3 RUNDC3B GPATCH2L TMCC1 E2F7 RAPH1 GNPDA1 TLCD4 ANP32A SERP1 HIF1A RAB18 DOT1L RIMS4 NAA30 CD36 CEP72 PYGO1 SLC6A13 GOLGA8M LNX2 ST3GAL2 TMEM60 PTPRJ MAGI1 RNF145 EIF2S3 OLA1 SIPA1L2 HASPIN WDR92 LIX1 LRRC47 POU2F1 SMG1 MIR520A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520A_3P CREB5 SSX2IP FZD6 CAPRIN2 RELA TSEN34 MFAP5 CXCL1 ASF1A OXR1 ZBTB7A ANKRD13C GUCA1C TFAP4 DCUN1D4 H2AJ GLCE TGFBR2 TCAIM GALNT3 DPP8 DCUN1D1 LAMA3 ZNF367 KAT2B LMO3 PKD2 MTF1 PSD3 EDNRB LHX6 CROT REST SLC16A10 RBBP9 PTPRD GLIS3 FYCO1 MIER3 ITPRIPL2 PHACTR4 NR2C2 SLAIN1 TNKS2 ATAD2 CFAP94 CYP26B1 SHCBP1 IKZF2 TET3 GNPDA2 MYLK NFYA ZBTB5 CNOT6 DDHD1 CYBRD1 CFL2 SETBP1 CCSAP TMUB2 PRDM4 DCAF6 SRCIN1 NFIA PDE4D RORA PARP8 ASAP1 ZNF532 CDCA7 TAGAP GUCY1A1 SS18L1 E2F5 ZC3H13 ERCC4 GRM5 RB1CC1 APP USP46 SMARCC2 OLFM3 UNC80 EPHA5 ZNF385A TXNIP NFIB ROCK2 GDF11 BCL11A IRF2 CELF2 ARMC8 ZFYVE26 IRF2BP2 C2orf69 PFKP ARID4B CUX2 TBC1D2 FGD5 SUV39H1 MPC1 TMTC2 SPRED1 USP24 ST3GAL1 USP16 RABGAP1 LYST RGL1 TANC1 SLC33A1 BARX2 JPT1 SMNDC1 C6orf15 PDE8A LEFTY2 RTN1 MCC TSHZ3 MAPK9 ZFX HS2ST1 TWF1 RAB11A COG5 TIPARP MICA RUNX2 CYB5D2 ST7L VLDLR SDC1 AMER2 GPR6 RASSF2 CUX1 ANKRD17 PAK2 ARHGEF17 BTG1 SLC40A1 LAMP5 FNDC3A MTUS1 SYNC UBE2B TRIP11 SNRK KIF3B ZNF75A LEFTY1 UBE2Q2 ADAM9 RAB22A ZNF362 HIF1AN ARID5B MYCN CPEB1 KPNA2 PPP6C PHF12 NPAS3 CORO2B ZNRF3 MBD2 UBE2J1 WDR37 PKHD1 TMEM64 MBNL3 MCL1 FAT4 PHKA1 GPCPD1 VDR TMEM86A SERF1B SUCO DNAJC27 MIGA2 GPM6A DUSP2 SPOP ARHGAP30 RAD18 SNX8 ASF1B E2F2 BCAP29 LRP8 RASGEF1A REEP3 TMEM123 LHX8 KDM1B ZKSCAN1 RBL1 ITGB8 ABHD3 FSTL5 ARHGEF10 MKNK2 MARCHF11 EZH1 HIPK3 PLAGL2 FGD4 UNKL FAM168B KMT5B EIF3M ELK4 MARCHF5 RAB5C AGO1 SLC24A2 PAK5 SLC15A2 SYDE1 TMEM100 PAF1 PRDM8 HECTD2 TNFAIP1 PLAG1 MAP3K2 ZBTB33 FRMD4A MIXL1 SPTLC2 ISM2 KREMEN1 PHF14 RGMB YOD1 CYP20A1 ATF6B ARID4A RUBCN FZD3 ELAVL2 DPYSL5 DRD1 CMTR2 PDIK1L PRRG1 TRIM36 TNRC18 RNF6 SAMD12 FMR1 MYRF PPARA BCL6 TIAM1 RRAGD MAP3K14 BLCAP TP53INP1 SLC22A23 MSL1 ANO6 LRP2 SON ALDH1L2 TMEM170B TAPT1 PTPN21 MED12L POLQ SKIDA1 HOOK3 RFX3 DENND5B GPC6 SYTL4 PTGDR CCNJ HP1BP3 E2F7 LCOR ARL4C HAUS8 DYNC1LI2 ZRANB1 HDAC4 RSF1 RYR2 LATS2 RSBN1 DMTF1 R3HDM1 KIF26B RAB11FIP5 RPS6KA3 SERF1A AAK1 SUZ12 CLIP4 INO80D RNF216 ANKRD52 CDC23 JAZF1 ZBTB41 RAB11FIP1 KIAA1522 NUFIP2 CREBRF CYBB SLAIN2 ZNF827 MAN1A1 TBC1D8B NR4A3 ADAT2 ZBTB11 MAP11 PIGM QRSL1 TET2 RELL1 EXOC5 C2CD2 ZNF800 TET1 MIR372_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR372_3P CREB5 SSX2IP FZD6 CAPRIN2 RELA TSEN34 MFAP5 CXCL1 ASF1A OXR1 ZBTB7A ANKRD13C GUCA1C TFAP4 DCUN1D4 H2AJ GLCE TGFBR2 TCAIM GALNT3 DPP8 DCUN1D1 LAMA3 ZNF367 KAT2B LMO3 PKD2 MTF1 PSD3 EDNRB LHX6 CROT REST RBBP9 PTPRD GLIS3 FYCO1 MIER3 ITPRIPL2 PHACTR4 NR2C2 SLAIN1 TNKS2 ATAD2 CFAP94 CYP26B1 SHCBP1 IKZF2 TET3 GNPDA2 MYLK NFYA ZBTB5 CNOT6 DDHD1 CYBRD1 CFL2 SETBP1 CCSAP TMUB2 PRDM4 DCAF6 SRCIN1 NFIA PDE4D RORA PARP8 ASAP1 ZNF532 CDCA7 TAGAP GUCY1A1 SS18L1 E2F5 ZC3H13 ERCC4 GRM5 RB1CC1 APP USP46 SMARCC2 OLFM3 TRPV6 UNC80 EPHA5 ZNF385A TXNIP NFIB ROCK2 GDF11 BCL11A IRF2 CELF2 ARMC8 ZFYVE26 IRF2BP2 C2orf69 PFKP ARID4B CUX2 TBC1D2 FGD5 SUV39H1 MPC1 TMTC2 SPRED1 USP24 ST3GAL1 USP16 RABGAP1 LYST RGL1 TANC1 SLC33A1 BARX2 JPT1 SMNDC1 C6orf15 PDE8A LEFTY2 RTN1 MCC TSHZ3 MAPK9 ZFX HS2ST1 TWF1 RAB11A COG5 TIPARP MICA RUNX2 CYB5D2 ST7L VLDLR SDC1 AMER2 GPR6 RASSF2 CUX1 ANKRD17 PAK2 ARHGEF17 BTG1 SLC40A1 LAMP5 FNDC3A MTUS1 SYNC UBE2B TRIP11 SNRK KIF3B ZNF75A LEFTY1 UBE2Q2 ADAM9 RAB22A ZNF362 HIF1AN ARID5B MYCN CPEB1 KPNA2 PPP6C PHF12 NPAS3 CORO2B ZNRF3 MBD2 UBE2J1 WDR37 PKHD1 TMEM64 MBNL3 MCL1 FAT4 PHKA1 GPCPD1 VDR TMEM86A SERF1B SUCO DNAJC27 MIGA2 GPM6A DUSP2 SPOP ARHGAP30 RAD18 SNX8 ASF1B E2F2 BCAP29 LRP8 RASGEF1A REEP3 TMEM123 LHX8 KDM1B ZKSCAN1 RBL1 ITGB8 ABHD3 FSTL5 ARHGEF10 MKNK2 MARCHF11 EZH1 HIPK3 PLAGL2 FGD4 UNKL FAM168B KMT5B EIF3M ELK4 MARCHF5 RAB5C AGO1 SLC24A2 PAK5 SLC15A2 SYDE1 TMEM100 PAF1 PRDM8 HECTD2 TNFAIP1 PLAG1 MAP3K2 ZBTB33 FRMD4A MIXL1 SPTLC2 ISM2 KREMEN1 PHF14 RGMB YOD1 CYP20A1 ATF6B ARID4A RUBCN FZD3 ELAVL2 DPYSL5 DRD1 CMTR2 PDIK1L PRRG1 TRIM36 TNRC18 RNF6 SAMD12 FMR1 MYRF PPARA BCL6 TIAM1 RRAGD MAP3K14 BLCAP TP53INP1 SLC22A23 MSL1 ANO6 LRP2 SON ALDH1L2 TMEM170B TAPT1 PTPN21 MED12L POLQ SKIDA1 HOOK3 RFX3 DENND5B GPC6 SYTL4 PTGDR CCNJ HP1BP3 E2F7 LCOR ARL4C HAUS8 DYNC1LI2 ZRANB1 HDAC4 RSF1 RYR2 LATS2 RSBN1 R3HDM1 KIF26B RAB11FIP5 RPS6KA3 SERF1A AAK1 SUZ12 CLIP4 INO80D RNF216 APOBEC4 ANKRD52 CDC23 JAZF1 ZBTB41 RAB11FIP1 KIAA1522 NUFIP2 CREBRF CYBB SLAIN2 ZNF827 MAN1A1 TBC1D8B NR4A3 ADAT2 ZBTB11 MAP11 PIGM QRSL1 TET2 RELL1 EXOC5 C2CD2 ZNF800 TET1 MIR4303 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4303 PIAS2 PUS7 C21orf58 ZKSCAN8 NDUFA5 CELF4 TFEC NCAPH2 RCAN1 RBPJ DNAL1 SNX22 PEAK1 FGF14 SLC44A1 KALRN LRRC28 RHOT1 ROBO2 NCAM1 CYP4F11 PTBP2 MTF1 ITIH5 UBASH3B GYPA PDE11A CTBS EYA1 TBX19 OAS2 NREP STAMBP IKZF2 C12orf42 PPP1R9A DBNDD1 SP1 SLC4A7 RHOQ DDHD1 DLG5 ZNF571 PTGER4 TRIM33 RNF146 SIMC1 FRMPD2 TARS3 LUZP1 CLIC5 KIF1B MYT1L IGF2 SARM1 CALHM4 C1orf21 COG5 ATP2A2 ABL2 FNIP1 RNGTT LRRC20 ERCC6 FAM172A RC3H1 CTDSPL VCL CNBP PACRGL SCN1A CYCS RASGRF1 ZNF322 CLEC4E RAB3C KRBA1 SPATA31D4 GCOM1 KCNH6 CASK STN1 SORCS3 VAV3 STX6 ATP6V1E2 NFATC2 NIT1 SURF6 HIP1 KIF21A MAFB UBXN10 LGR5 RPE NLE1 IL18BP BNC1 B3GALT5 ACSM5 PLD5 PIK3CA GCNT3 SRSF9 FAT3 RNF14 MAP6 HIC2 CNOT4 EPB41L1 DCLK1 CARD8 PPM1B EIF4E3 KDM4B EML4 SSPN RALGAPB ALAD PLXNA4 RORC CYP4A22 SLC49A4 KCNJ12 C17orf100 TREML2 CSTF2 AOPEP PRKCA KCTD20 ERCC6L2 RUNX1 PCYT1A GNAQ PTEN TMED1 TRAK2 MSI2 ARHGEF12 MTCL1 RAB6B PDIA3 FAT4 HOXC8 NAPG GID4 CAMSAP1 CCDC68 ZMIZ1 MYO5B AJUBA PTCH1 HOMER1 RALGPS2 CDS2 ITGB8 MIOS CLPB SPECC1 F5 MTMR4 TMEM68 RAD52 RBM25 DERL2 BTBD7 SPCS3 EIF2B2 ATP6V1A C2CD6 DCX POLR2M SPTLC2 APOBEC3A YOD1 HS3ST1 MUC12 IL22RA2 PABPC1 ZCCHC24 ARRDC3 MAPK10 APOL6 FMNL2 LDLRAP1 TMEM121B COL4A6 UBE2E3 PTPRT FCER1G ADRA1A GPC5 ZFYVE9 PAX7 STON1 AGAP1 RAB8B RB1 CRADD ASPHD2 CNNM1 AAK1 ZFR KCNQ3 GALNT1 SPATA31D3 PAFAH2 CYYR1 CNTN1 EFCAB14 MYEOV RPS6KL1 SPTBN1 TTC14 POMGNT1 OLA1 ADAMTSL5 DR1 ZNF827 NAP1L5 ARID2 RRP8 RSAD1 ACVR2B NUAK2 AGPAT4 MIR520D_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520D_3P CREB5 SSX2IP FZD6 CAPRIN2 RELA TSEN34 MFAP5 CXCL1 ASF1A OXR1 ZBTB7A ANKRD13C GUCA1C TFAP4 DCUN1D4 H2AJ GLCE TGFBR2 TCAIM GALNT3 DPP8 DCUN1D1 LAMA3 ZNF367 KAT2B LMO3 PKD2 MTF1 PSD3 EDNRB LHX6 CROT REST RBBP9 PTPRD GLIS3 FYCO1 MIER3 ITPRIPL2 PHACTR4 NR2C2 SLAIN1 TNKS2 ATAD2 CFAP94 CYP26B1 SHCBP1 IKZF2 TET3 GNPDA2 MYLK NFYA ZBTB5 CNOT6 DDHD1 CYBRD1 CFL2 SETBP1 CCSAP TMUB2 PRDM4 DCAF6 SRCIN1 NFIA PDE4D RORA PARP8 ASAP1 ZNF532 CDCA7 TAGAP GUCY1A1 SS18L1 E2F5 ZC3H13 ERCC4 GRM5 RB1CC1 APP USP46 SMARCC2 OLFM3 UNC80 EPHA5 ZNF385A TXNIP NFIB ROCK2 GDF11 BCL11A IRF2 CELF2 ARMC8 ZFYVE26 IRF2BP2 C2orf69 PFKP ARID4B CUX2 TBC1D2 FGD5 SUV39H1 MPC1 TMTC2 SPRED1 USP24 ST3GAL1 USP16 RABGAP1 LYST RGL1 TANC1 SLC33A1 BARX2 JPT1 SMNDC1 C6orf15 PDE8A LEFTY2 RTN1 MCC TSHZ3 MAPK9 ZFX HS2ST1 TWF1 RAB11A COG5 TIPARP MICA RUNX2 CYB5D2 ST7L VLDLR SDC1 AMER2 GPR6 RASSF2 CUX1 ANKRD17 PAK2 ARHGEF17 BTG1 SLC40A1 LAMP5 FNDC3A MTUS1 SYNC UBE2B TRIP11 SNRK KIF3B ZNF75A LEFTY1 UBE2Q2 ADAM9 RAB22A ZNF362 HIF1AN ARID5B MYCN CPEB1 KPNA2 PPP6C PHF12 NPAS3 CORO2B ZNRF3 MBD2 UBE2J1 WDR37 PKHD1 TMEM64 MBNL3 MCL1 FAT4 PHKA1 GPCPD1 VDR TMEM86A SERF1B SUCO DNAJC27 MIGA2 GPM6A DUSP2 SPOP ARHGAP30 RAD18 SNX8 ASF1B E2F2 BCAP29 LRP8 RASGEF1A REEP3 TMEM123 LHX8 KDM1B ZKSCAN1 RBL1 ITGB8 ABHD3 FSTL5 ARHGEF10 MKNK2 MARCHF11 EZH1 HIPK3 PLAGL2 FGD4 UNKL FAM168B KMT5B EIF3M ELK4 MARCHF5 RAB5C AGO1 SLC24A2 PAK5 SLC15A2 SYDE1 TMEM100 PAF1 PRDM8 HECTD2 TNFAIP1 PLAG1 MAP3K2 ZBTB33 FRMD4A MIXL1 SPTLC2 ISM2 KREMEN1 PHF14 RGMB YOD1 CYP20A1 ATF6B ARID4A RUBCN FZD3 ELAVL2 DPYSL5 DRD1 CMTR2 PDIK1L PRRG1 TRIM36 TNRC18 RNF6 SAMD12 FMR1 MYRF PPARA BCL6 TIAM1 RRAGD MAP3K14 BLCAP TP53INP1 SLC22A23 MSL1 ANO6 LRP2 SON ALDH1L2 TMEM170B TAPT1 PTPN21 MED12L POLQ SKIDA1 HOOK3 RFX3 DENND5B GPC6 SYTL4 PTGDR CCNJ HP1BP3 E2F7 LCOR ARL4C HAUS8 DYNC1LI2 ZRANB1 HDAC4 RSF1 RYR2 LATS2 RSBN1 DMTF1 R3HDM1 KIF26B RAB11FIP5 RPS6KA3 SERF1A AAK1 SUZ12 CLIP4 INO80D RNF216 ANKRD52 CDC23 JAZF1 ZBTB41 RAB11FIP1 KIAA1522 NUFIP2 CREBRF CYBB SLAIN2 ZNF827 MAN1A1 TBC1D8B NR4A3 ADAT2 ZBTB11 MAP11 PIGM QRSL1 TET2 RELL1 EXOC5 C2CD2 ZNF800 TET1 MIR3182 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3182 AP4S1 ARPC3 ZNF148 DLG3 NCALD IL6ST GABRB3 EGLN1 PROX2 ANK3 GABPB2 USP28 CCNA2 ANKRD50 WDR41 ANP32E PTBP3 IGFBP7 SPATA6 PRKG2 JPH3 ZBTB20 CALD1 TSLP DIO2 RBM12 ZNF761 TBL1XR1 UBR5 KLHL14 PUM2 IER5 GMCL1 TRDMT1 FAM160B1 PPP1R12A PIK3CG RALGAPA2 ZNF418 PTPN12 CSNK1A1 FAM32A TMEM168 DPY30 FRMD3 ELAVL3 ZMYND8 PHF2 CALML4 NMNAT2 ZRANB3 EOGT C12orf4 EXD2 BROX TNRC6B TTC39B PRKACB C1orf21 EPHB1 SUMO1 HEXIM1 ANKS1B LRTM2 CDK2AP1 TNFSF10 SCN1B NOL4 CLTC DDX6 PUM1 SH3BGRL2 EEF1E1 SLC25A36 ZC3H14 MAP1B GHITM MYOCD OPCML STK32A RNF169 MYSM1 GNA14 SNRNP27 SUCO TSHZ3 C8orf33 MIER1 MTOR CHD1 CREG1 MFSD14B VPS50 RNF217 ZNF385B KLHL2 SPRY4 WDR3 SMG7 S100PBP CHML TCP11L2 PLCH1 GDA C5orf63 KATNAL1 SLF2 DRG2 BTG1 CARD8 MARCHF8 FCGR1A S1PR3 PPP4R2 RNF41 ZDHHC20 EML4 SLC9B1 DTNA PRELID3B SBF2 UTP25 DIXDC1 SLC49A4 ZNF697 CHST15 NRIP1 ARID5B MRTFB THAP12 ATG101 LRP8 CHST11 E2F3 DENND1B CDH4 CTSS CACNA2D2 PCDH15 GNPTAB RIT2 UBE2W SNX19 BCAS1 MARVELD3 SSTR3 MRRF UFM1 ZNF682 GLI2 GLIPR1 PYROXD1 BRWD1 LYRM9 TRIQK HAVCR2 TMEM135 KIAA1671 SORL1 YTHDC1 PATE1 GALNT15 RALGPS2 NDFIP2 INTS8 BCL2L13 ARHGAP21 MTMR10 ATP2B1 SRGAP2 FCGR1B LRP6 ABITRAM MTMR4 NCKAP5 IFI44 RNF222 PRKN MALT1 PSMB11 RAB14 ZFP36L1 GRIK2 TXNDC8 SEMA5A JADE1 STARD7 SNAPC1 DCDC1 RAB2A KDELR1 SH3TC2 METTL21A MET CREBZF PTP4A1 MINAR1 C11orf58 DNAH12 GPR158 GPRIN1 MIGA1 STK35 B3GALNT2 MTAP RARB PSTK TMX1 AMOTL2 TNFAIP8L2 PLEKHH1 PTPRT NEU3 SRXN1 LAMC1 HOOK3 CLCN3 SLC5A12 CD22 FBXW11 RAP2A CCDC6 GPATCH2L DCHS2 CAP2 TECTB C11orf87 GBX2 PSMC6 NR3C1 FAM102B BTRC ZNF81 BMPR2 DDX4 ATRX IFRD2 DDX55 CCDC13 AKAP10 CCL16 MAGI3 FAN1 EML5 PABPN1 SUPT20H SGTB SIPA1L2 NUFIP2 CYBB ZW10 SMIM13 PCNX1 FBP2 DPP10 ITGB5 TEX19 RHOU WDR48 SLC16A14 MIR4427 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4427 NR2F2 MAGEA2B PAK3 FCHO2 SLC38A2 EYA4 MAGEA4 GOLT1B IL6ST B3GALNT2 TRAPPC13 RALGPS1 PALLD VAT1L COBLL1 JADE1 TSPAN9 ZNF250 CEP57 BBX KIAA1841 GUF1 TGFBR1 POU3F3 MAGEA2 CHM ZNRF2 MAGEA6 DGKE FAM177A1 ATP6V1FNB FUT9 PUM2 LNPK NDP FAM169A EEF1AKNMT CYTH3 PBX1 CADPS BDNF TET3 UBXN2B MAGEB16 SOCS3 NRG3 ANKRD17 CASP7 LIN9 MARK1 SEM1 KIAA0232 ARID4A KALRN MEA1 TMEM168 PDE4D CP ARID1B UBE3D SORBS1 MBNL1 RB1CC1 MAGEA12 MXI1 UBE2K VAPB C5orf49 TXLNG DNPEP ARMC8 C2orf69 GSKIP GABRA4 NKAIN2 KCTD12 WDR20 CNOT9 GNS PCSK2 ZC3H12A PRTG CYCS PCDH9 RNF6 TANC1 SUPT6H FAM111B NRK DTWD2 NCAPG RPS20 ADAMTSL3 SUCO MAGEA10-MAGEA5 CDC20B BCCIP ANKS1A SYTL5 CRELD2 HS2ST1 MBNL2 RNF217 ENOPH1 FNDC3B BNC1 ZBTB2 ADARB1 FBXO30 FBXO11 MEF2A CGN RNF14 HS3ST5 PDCD7 ZNF678 DENND4A CIT RBM46 GDAP2 ABCB10 SNRK B4GALNT4 TBC1D4 CNTD1 UBE2W PANX1 SLC10A7 DCP2 ZNF521 NDEL1 PRRC2C TCAF1 PCSK1 FPR2 TOB2 EPB41L4B TRIO TMPRSS11B TNPO1 ARID1A CEACAM1 SSBP2 SLC2A1 MAML3 TSPAN12 SPHKAP C1QTNF9B GID4 TFAP2A ZMIZ1 PNISR ZEB2 SRSF1 C5orf51 CLOCK CFAP97 LGALSL PPM1B FZD3 TARDBP PCBD2 CAVIN2 COX11 SCML1 CFHR1 ABCG2 SFXN1 LHFPL5 SYCP1 NEUROD6 CHMP4B SPTLC2 HAND2 PIGX SLC17A3 ARHGAP36 CACNA2D1 PMAIP1 PACSIN2 JAG2 PRR27 FIGN BEND7 YIPF6 GPATCH2L ERRFI1 ELAVL2 OLAH OR51E1 MOCS3 CFH RNF4 HEG1 BTAF1 BFAR ZNF395 ZFY ABL2 CLMP ZPBP ACKR3 NIPAL1 SNX9 RFX7 SPTY2D1 MSI1 ZDHHC21 PAX7 GOLIM4 RAPH1 EFCAB13 TNRC6B ATAD5 MAGEA5 PM20D2 ENPEP CDC40 ZNF81 PTBP3 SHE HEY2 CBR4 KLHL24 LRRTM3 UBR3 SLC24A2 STRN VCPIP1 C1orf74 UBE2E1 NUFIP2 SLC38A1 GRPEL2 TMEM167A TBC1D13 CCNG2 HAPLN1 FOXN1 RASSF3 MIR4325 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4325 UNKL IDH1 NR2F2 GTF2E2 MMD SYNPO2 RRM2B ARMC1 ZNF85 FCHO2 SLC38A2 AMMECR1L ZNF41 FHL2 IL6ST HIPK1 PDZD2 DPP10 ZNF431 JMJD1C PCDH20 RORA KALRN PITPNM2 PRPF40A BCAT2 DYRK1A PCMTD1 ROBO2 PATJ CHD9 COX11 FMN2 FBXW7 EGR2 TP63 GATA6 CACNB4 PPFIA2 RGS3 MTDH YWHAZ VASH2 ZNF804A DPF2 NKX2-4 DOCK5 SORBS2 SFXN1 SH3D19 ZNF703 PLXNA4 REST KLRC1 PCOLCE2 RPL15 MYO1B DLC1 SELENOT ESRP1 MTF2 MYRIP TNPO1 KLHL14 ADAM23 ANTXR2 UNC5A DSTYK CALCRL SEMA5A IKZF2 ZBTB5 RFX1 NSMF ADM FRY KLRF1 GAA KCNB2 GDF6 C8orf44-SGK3 NOX4 GLCCI1 C20orf194 SNAPC1 DCAF6 SCUBE3 PIAS4 LGI2 SCYL2 NPHP3 TEF ADCY3 SYT14 MINAR1 DBT ZSWIM7 SREK1 KCNA1 NCOA2 NHLRC3 SLC12A5 EIF5 NCOA6 SETD5 TRAF3 MOB3A RAB12 NFIX MKRN3 UGP2 PDCD6IP SYNDIG1 SLTM SGPP1 RNF4 ACTB PPP1R37 BCL11A TMCC3 TMEM255A ZNF100 FNIP1 RBMS3 CES5A SVIP NPTN ARID4B ARRDC3 ASH1L SYPL1 ITGA5 HELQ PTPRO KDELR2 SPRED1 CHKA TCP11 ZIC1 FMN1 NEUROD1 MYH9 ADAMTSL1 CDCA7L HCN2 RIC1 PPHLN1 SNAP47 LSM11 ACADL SGMS1 SUFU IQGAP2 RTN1 PLXDC2 CD2AP STRC ZFHX3 STRN3 FAM168A SH3PXD2A RNF38 HNF1B LRRC8C CNIH1 NUDT16 SLC5A7 FAM120A TWF1 ATL3 KLRC2 EMILIN2 PDE6C BAHCC1 PIK3CA PITPNA SGK3 BNIP2 THSD7B FNBP4 BAZ2B GNPDA1 KMO SRSF8 JOSD1 YIPF4 DYNC1LI2 MAN2A1 NEFH NFIA TCTEX1D1 ARNTL PDS5A ATG3 SNAI2 FAM222A ZNF773 DYRK2 GUCY1A2 CCNC HERPUD2 MBLAC2 STYXL1 AP1AR OSBPL6 RIOX2 PTAR1 MAPRE1 HAS3 AFF1 ROBO1 DDX3X NPTX2 SEPTIN8 FZD7 FAM20C INSIG1 BSN TECPR2 NEXMIF PNPT1 RBM47 RABGAP1L SRPRA PDE10A ZNF430 MYCBP2 ZNF512B KIF5B FAM133B NCAPD3 SLC17A6 TMPRSS11B CCDC93 LRRC1 ZCCHC2 TRAK2 ITGAV PNISR KLHDC10 MARCHF4 PALLD DDX3Y DCAF4L2 SNIP1 SCAF11 TEAD1 KHDRBS3 NR4A3 PHF6 FBN1 ACOX1 GRHL1 RGS9 HIVEP3 CPEB2 CLOCK KBTBD8 OTUD7B TCF21 MAP2K4 ZNF721 RAB9B ZFYVE21 ARFGEF2 BHLHE41 MIR548G_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548G_3P SFTPA2 ADAM22 ATF1 PCBP4 FERMT2 WTAP RGS5 PALM2AKAP2 CD1E CCAR1 ZNF281 GSDME RETREG1 MAPK8 MIER3 PROM1 CUL3 QKI NAT1 CNTN4 ROBO2 ZNF273 PPFIA2 UBA6 LRRC4C FBXL3 MSL2 NAB1 DSC3 THUMPD1 ZNF292 VEPH1 BRWD1 LZTFL1 CNN3 PLSCR5 ALG2 FAM221A SON YPEL2 TASOR ZBTB5 NUTF2 PAPPA ETV1 FGD1 RIMKLB VAMP7 SETBP1 ZFX KRCC1 CRABP2 DUSP9 B3GLCT C1orf141 CDYL RORA ASAP1 USP48 RNF111 EEA1 P3R3URF-PIK3R3 TMC1 CUL5 KLHL15 UNC80 GPAM PDE5A BCL11A GABPB2 RBM7 ACTR10 SDR16C5 DDX46 ZBTB18 GTF2A1 KIF3A TSC22D2 WDR47 MAN1C1 PICALM ZNF627 RBMS3 DPPA3 DTNA MON2 SVIL C17orf80 ZZZ3 JMJD1C TDRD6 TRAM2 CAPRIN1 RNF2 FBXW8 DMTF1 NRBF2 TPBG MFSD1 FBXO11 RLIM CXCR4 ZNF713 SS18 ZFHX4 HERC4 CALB1 RNF14 PPP3CA ZNF516 FBXW11 FNDC3A MBP TNFSF13B DNMT3A LMBRD2 NFAT5 POGZ FOXJ3 RNF13 SLC35F3 MTFR1 CPSF6 PIK3R3 TOP2B CPNE8 GMFB CPNE3 GJC1 RAD17 HNRNPH1 ZMYND19 FABP7 SKIL PCDH7 ERMP1 GCC2 KIF5B PIK3R1 ETV5 C5orf24 ANKRD12 JPH1 KNTC1 GALNT7 WDR26 TAF5 PARP16 ARHGAP32 DNAJC27 EDNRB ZNF492 BNIP3L PCDH19 SOCS5 DCC SRSF1 WAPL RAB9B ZFC3H1 NTN4 ARHGAP21 SPIDR SOX15 CEP85L MTMR4 SAR1B PTPN2 MICU3 CDC42BPA ELMOD2 SLITRK6 MACO1 SNAI1 RAB14 SELENOT TBC1D12 ZFP36L1 TNPO1 CDC14A LATS1 COTL1 UNC5C DCK TUBB1 UGGT1 TNRC18 EFNA5 MTPN LRRC19 TRUB1 SZRD1 KMT2D TMEM170B TAPT1 PLS1 ZNF473 PPM1D SOCS6 RTKN2 ONECUT2 BRWD3 MED13 BMP3 ARL4C ANKIB1 GPC4 SERINC3 ZNF124 ACTC1 GPATCH1 ATAD5 GRM7 ZNF598 NR2C1 ERCC6L2 INO80D USP42 ANKDD1A ARHGAP28 MIA2 STRN PHIP SCML2 B3GAT1 KANSL1 SLAIN2 SPEN GFM1 STK4 PPTC7 ARID2 RNF212B KBTBD8 SMG1 VKORC1L1 RELL1 CNTLN MIR520B_3P_MIR520C_3P_MIR520E_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520B_3P_MIR520C_3P_MIR520E_3P CREB5 SSX2IP FZD6 CAPRIN2 RELA TSEN34 MFAP5 CXCL1 ASF1A OXR1 ZBTB7A GUCA1C TFAP4 DCUN1D4 H2AJ GLCE TGFBR2 TCAIM GALNT3 DPP8 DCUN1D1 LAMA3 ZNF367 KAT2B LMO3 PKD2 MTF1 PSD3 EDNRB LHX6 CROT REST SLC16A10 RBBP9 PTPRD GLIS3 FYCO1 MIER3 ITPRIPL2 PHACTR4 NR2C2 SLAIN1 TNKS2 ATAD2 CFAP94 CYP26B1 SHCBP1 IKZF2 TET3 GNPDA2 MYLK NFYA ZBTB5 CNOT6 DDHD1 CYBRD1 CFL2 SETBP1 CCSAP TMUB2 PRDM4 DCAF6 SRCIN1 NFIA PDE4D RORA PARP8 ASAP1 ZNF532 CDCA7 TAGAP GUCY1A1 SS18L1 E2F5 ZC3H13 ERCC4 GRM5 RB1CC1 APP USP46 SMARCC2 OLFM3 UNC80 EPHA5 ZNF385A TXNIP NFIB ROCK2 GDF11 BCL11A IRF2 CELF2 ARMC8 ZFYVE26 IRF2BP2 C2orf69 PFKP ARID4B CUX2 TBC1D2 FGD5 SUV39H1 MPC1 TMTC2 SPRED1 USP24 ST3GAL1 USP16 RABGAP1 LYST RGL1 TANC1 SLC33A1 BARX2 SMNDC1 C6orf15 PDE8A LEFTY2 RTN1 MCC TSHZ3 MAPK9 ZFX HS2ST1 TWF1 RAB11A COG5 TIPARP MICA RUNX2 CYB5D2 ST7L VLDLR SDC1 AMER2 GPR6 RASSF2 CUX1 ANKRD17 PAK2 ARHGEF17 BTG1 SLC40A1 LAMP5 FNDC3A MTUS1 SYNC UBE2B TRIP11 SNRK KIF3B ZNF75A LEFTY1 UBE2Q2 ADAM9 RAB22A ZNF362 HIF1AN ARID5B MYCN CPEB1 KPNA2 PPP6C PHF12 NPAS3 CORO2B ZNRF3 MBD2 UBE2J1 WDR37 PKHD1 TMEM64 MBNL3 MCL1 FAT4 PHKA1 GPCPD1 VDR TMEM86A SERF1B SUCO DNAJC27 MIGA2 GPM6A DUSP2 SPOP ARHGAP30 RAD18 SNX8 ASF1B E2F2 BCAP29 LRP8 RASGEF1A REEP3 TMEM123 LHX8 KDM1B ZKSCAN1 RBL1 ITGB8 ABHD3 FSTL5 ARHGEF10 MKNK2 MARCHF11 EZH1 HIPK3 PLAGL2 FGD4 UNKL FAM168B KMT5B EIF3M ELK4 MARCHF5 RAB5C AGO1 SLC24A2 PAK5 SLC15A2 SYDE1 TMEM100 PAF1 PRDM8 HECTD2 TNFAIP1 PLAG1 MAP3K2 ZBTB33 FRMD4A MIXL1 SPTLC2 ISM2 KREMEN1 PHF14 RGMB YOD1 CYP20A1 ATF6B ARID4A RUBCN FZD3 ELAVL2 DPYSL5 DRD1 CMTR2 PDIK1L PRRG1 TRIM36 TNRC18 RNF6 SAMD12 FMR1 MYRF PPARA BCL6 TIAM1 RRAGD MAP3K14 BLCAP TP53INP1 SLC22A23 MSL1 ANO6 LRP2 SON ALDH1L2 TMEM170B TAPT1 PTPN21 MED12L POLQ SKIDA1 HOOK3 RFX3 DENND5B GPC6 SYTL4 PTGDR CCNJ HP1BP3 E2F7 LCOR ARL4C HAUS8 DYNC1LI2 ZRANB1 HDAC4 RSF1 RYR2 LATS2 RSBN1 R3HDM1 KIF26B RAB11FIP5 RPS6KA3 SERF1A AAK1 SUZ12 CLIP4 INO80D RNF216 ANKRD52 CDC23 JAZF1 ZBTB41 RAB11FIP1 KIAA1522 NUFIP2 CREBRF CYBB SLAIN2 ZNF827 MAN1A1 TBC1D8B NR4A3 ADAT2 ZBTB11 MAP11 PIGM QRSL1 TET2 RELL1 EXOC5 C2CD2 ZNF800 TET1 MIR2052 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2052 AFF2 SLC43A3 CDC27 ELOVL7 CDKN2C CBL NDUFA5 TNRC6C DDX3X DICER1 COA8 C21orf91 PEAK1 SLC44A1 QKI TUSC3 PURB SGCZ MED21 P2RY14 HNRNPR C7 BBX ZNF570 LDAH EDNRB CSNK1G3 TENM1 ELAVL4 CNOT7 PRKAB1 FNIP2 ITPRIPL2 SINHCAF DNAJB14 LZTFL1 PLCB4 PUM2 ACVR1C RASGEF1B HCN1 STOML3 EXOSC8 CARF PBX3 CFL2 ARHGAP6 GDF6 MAEA IGF2R POLR1F KCNK13 RAB6A PREPL CSRNP2 SMYD3 NFIA RORA SGIP1 PCDHA9 RASA2 MBNL1 NRXN1 MAN1A2 SWAP70 PACSIN1 PITPNC1 KLHL15 PHYHIPL ESD BACH1 FGF13 CC2D1B ELOVL6 TRPM3 BCL11A SLC16A6 MPZL3 NEDD9 PMPCB SP110 LHX8 SOCS4 ARHGEF38 VPS13C SPRED2 SMIM10L1 PPP1R15B PROS1 SPART PAPOLA ANKS1B RFX3 MTA3 NEK7 ERF HYDIN AFG1L PLCXD3 USP8 FOXN2 FBXO33 RBMS3 UBE3C GNL3L TMED4 CBX5 ZNF25 PAQR5 KLF17 RCSD1 BACH2 SCLT1 YAF2 ZNF704 TMEM254 LCORL ZFYVE28 SLC39A9 ZBTB2 PHACTR1 FBXO11 CLEC2B ZNF80 CCDC91 OR2L13 ATF6 EYS UBE3A HMGA2 PRKD1 MSRB3 TNFSF13B RSPO3 ANO3 MBLAC2 PRELID3B BRIP1 SETD6 FZD7 CXCL9 DENND1B EIF4G3 MCMDC2 NENF PIK3R1 SERPINE2 TNPO1 C5orf24 CERT1 CENPN SEC61A2 MBD2 CHEK1 TUFT1 SCAMP1 SNIP1 SH2D1B LEPROT CREB1 FBN1 LRRTM2 TPSB2 FLRT3 AKNAD1 LAMP2 TCIM XKR6 RALGPS2 NTN4 SLC25A26 ACKR4 MMD FKBP5 FZD3 TMEM68 CAPZB MOK TM6SF1 PLPBP TLL1 AGO1 XPR1 COL8A1 FYTTD1 SEMA5A ZNF646 TMTC1 SYNJ1 CYP4V2 STARD7 HMGN4 CGNL1 YBX2 KATNBL1 MOAP1 DNAJC21 ENPP6 ZNF100 DMRTA1 ARRDC3 CEP19 FUNDC2 SERTM1 PPARGC1A GALNTL6 SNX9 SOSTDC1 CNTNAP2 PLXDC2 ITGA1 MOSMO RFXAP PAK3 USP49 SAA2 ONECUT2 BEST3 IGSF5 RANBP17 PAX3 AAK1 RAD51AP2 ARL6IP6 APOBEC4 FOXF1 ISM1 TNIK LRRTM3 RNASEL PDGFD ATMIN STXBP5L RHPN2 CREBRF CCN2 VWC2 AJAP1 CENPQ MLIP ZC2HC1B RYBP MIR3123 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3123 CD84 NUDT4 PIAS2 PRRC1 DLG3 RAD51B PDPK1 STK10 RGS5 CA2 NRN1 C1RL COL4A6 CXCL6 PSMD5 DSC1 DGKH PEAK1 A1CF P2RY14 XRCC5 ATP2C1 MOB1B YWHAZ KCNN3 TRIM22 FBXL3 RBM28 PDK4 IPO7 RUBCNL VPS26A BCL11B RNPEP PALM2AKAP2 ACTL6A DGKE SLFN12 AQP4 TBL1XR1 NR2C2 FAM122B ATP11A NOC3L GALNT13 SMIM43 MYO6 UBXN2B ETV1 ERC2 HACE1 SRSF10 DDHD1 NTRK2 TRIM33 SET CSRNP2 TMEM47 CST11 SGIP1 UBE3D KCNV1 MKLN1 MOB3B SMARCA1 SLC1A2 ASTN2 SPAG9 SPRY3 PITPNC1 BACH1 CCDC126 TMCC3 ATP8A2 ABL2 EN1 SLC4A4 CTDSPL2 TPGS2 CNOT9 SLC25A36 ABCC9 VPS54 BCAT1 NEK7 PET117 LTN1 TACC2 ITGBL1 SEMA3F MYSM1 PHLDB2 KCNB1 WDR12 MPP5 SLC2A12 GOLGA6L4 OXLD1 LPP PJA2 MAP3K19 SLC31A2 CTCFL SRD5A1 NAALADL2 PXN OPRK1 ISCA1 ATF6 ZNF260 FABP2 PPP3CA PLCB4 CAMK2N1 SLC36A4 ARHGAP20 CAP1 GRIN2A EAF1 EPB41L2 VNN1 FREM2 SESTD1 COX15 FAM120A EFHD1 STAG2 TJP1 SH3GLB1 LYSMD2 IKZF1 PRRC2C C8orf34 DNAAF6 PCDH15 N4BP2L2 ATG3 NOVA1 TRIO SLC35G1 COL19A1 MPP6 MARCHF4 PDIA3 RABGAP1L PHKA1 MAPK8 RNLS SMIM21 SP4 NISCH ABCC5 CCDC191 PRLR DOCK4 PHLPP2 COMMD10 TPRX1 CLOCK ZNF69 KRTAP9-4 SOGA1 F5 FZD3 KRTAP9-2 GYPE LRCH2 JADE3 KLHL29 DVL3 CEACAM7 PAPOLB KLHL42 SETD7 ST8SIA1 COL4A3 SMC4 MAP3K2 CHL1 MAGI1 BEND4 SYNPO2 KRTAP9-8 FYB1 PAPOLG DAAM2 PIK3AP1 MROH9 GAS6 KCNA1 AHR CALHM5 NIPA1 GYPB SERAC1 LHFPL6 ACO1 PATZ1 RPH3A ARMC2 ALG10B CLASP2 PPARGC1A TRNT1 USF3 RFX7 SPTY2D1 ZBTB20 HTR4 GALNT15 MAP7D3 NOTCH2 MCOLN2 GPC6 DBX2 PPP3R1 KHDRBS2 NSMAF HAS2 AGO4 AGMO FAM199X JCHAIN SLC25A17 SMIM17 PRCD C2CD2L RSBN1 PTCD3 CCSER1 SHQ1 PUS3 ZNF641 KMT2A NIPSNAP3B UBQLN1 TCP1 CWC25 MGP GNG12 MMRN1 TMEM260 TREM1 PRDM15 VCPIP1 PTPN4 ADAMTS3 RPS6KL1 CHAF1A GRM6 ZMAT3 LYVE1 KAT6A ABCA13 EMP1 CDK12 TEX55 C21orf91 STK39 TRH PAG1 MIR135B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR135B_5P MRPS12 KCNAB3 KCND1 ARNTL ZBTB44 DAG1 TGM2 NDRG4 FCHO2 IL31RA MTMR12 PPP6R3 KLF4 MXRA5 CEP85L CACNA1D MTMR2 SLITRK4 AEBP2 HOXA10 GRIK3 DDX3X ZNF302 SAMD9L RPS6KB1 UIMC1 ENTPD7 SLC10A7 NBEA ZNF518A FBXO28 ROBO1 DNAJC9 VLDLR CTTNBP2 KALRN CPLX2 THRB CACNA1E PRUNE2 JAK2 CNTNAP1 MOB1B C1orf198 BMPER ACTR3B ESRRA KCNN3 UGT2B4 SEMA3A SAMD8 ACVR1B SLC24A2 PRKD3 ZBTB46 SMAD5 APC SETD7 PTPRD GCNT2 SDCBP CHMP4B G3BP1 COL4A3 STAU2 CNIH4 ACSL5 CPD TCF7L2 VCAN TNPO1 ZNF385B HECTD2 UTRN SNX16 UGT2B10 ST6GAL2 TAF4 WAPL PIK3R2 ARHGEF4 RAPGEF6 ELK3 EDNRA SETBP1 CCSAP PSD3 VPS37C BRWD1 PEX7 C6orf120 SV2B GNG7 PREPL NTNG1 PIM2 B3GLCT RALBP1 NCLN TMEM168 ZNF670 PGAM1 CAAP1 GAS7 ANGPT2 CREBZF C18orf54 TOPORS GRIA4 KCTD10 PCYT1B ZBTB34 DDX60L NUDT5 ZCCHC24 ADAR TSEN54 GRID2 GRIA3 ATXN7L1 ANXA7 ATP8A1 IGF2BP2 RGL1 TMEM97 AGPS BACH1 ANKRD55 STK35 NCOA2 ELOVL6 SYT2 ROCK2 DEPTOR ZNF652 CDYL2 BCL11A SLC16A6 ZCCHC14 NR3C2 DEPDC1 SSR1 PHLDB2 BTAF1 CSPP1 GSK3B HPS5 FAM71F1 MTSS1 ENPP3 STRBP MAPK10 JAKMIP2 SPRED1 LONRF1 SCN2A SLC9A9 SERTAD2 CADM3 TCF19 MICAL2 RBAK SEC14L1 PIGH PKIG RIC1 FOXN2 USP15 TSTD2 CLVS2 UBE3C KCNB1 ATP2B4 DCUN1D4 GCLM HERC3 ATP1B1 ENTPD4 GULP1 ZNF681 KDM7A CHD1 ATG14 PGGT1B SIRT1 PSIP1 EBF1 ROCK1 NEFM CAP2 SV2C YWHAG MAPKBP1 KRAS RUNX2 MYPOP FAM120B PPARGC1B MEF2C MED13 BAHCC1 SLC26A4 VAMP2 NAMPT KCNJ6 ZRANB1 LYPLA1 SYT3 LATS2 ZNF131 PPM1E SIAH1 FOXO1 ORC5 RALGAPB RNF43 SRSF3 WWC2 KIF3B STK38L FRMPD4 TWSG1 ZRANB2 CCDC170 SLC30A4 HIF1AN EFNB2 DIP2C ARHGAP19 ARHGAP11A UNC13A RASAL2 BSN SPATA2 AVPR1A USP42 ILDR2 SNTB2 FOXN3 GK5 ERBB4 PDCL ADO BCAT1 OSBPL8 NADK2 MAPRE2 BZW2 TBC1D4 ASB13 LMTK2 ZFP1 KCNQ5 CPLX1 ZNF143 NUFIP2 PDS5B SHISA6 EYA1 MAN1A1 INTS2 KIAA1143 ILRUN SLC25A5 DDX3Y MFHAS1 LMCD1 SMIM13 SSR2 CD47 CSNK1G2 PDE1A KCNS3 ELK1 ZSWIM4 WNT3 KIAA1549 MEAK7 HMBOX1 MRAS HNRNPR TMPO PRLR HMGXB3 SHISA7 PTPRT ARHGAP6 BCAP29 TRPC1 COL5A1 TRAPPC8 LZTS1 RNF138 C2CD2 ANK3 WASHC4 CRAMP1 MRPL16 NET1 PELI2 MB21D2 MBTD1 MIR5002_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5002_5P PRDM16 ZNF217 ATP5MC3 DMD SLC38A2 AGTPBP1 GAD2 SNX16 GNE C1orf112 MEI4 OXR1 TPM4 TNRC6C BIRC6 VIP TRAM1 NR3C1 GRIA2 QKI LGI1 DUSP1 TPD52 ARPC5 IFI27 SGCE TBC1D15 RAP1B ZNF780A GPATCH11 RPF2 PAIP1 DYNC2LI1 CEP63 DVL2 ARHGEF10 BICC1 CCDC88A FAM156A RALGPS1 UBE2E3 MYLK DUSP3 RIMS1 TRPC5OS PDE1C RHOQ CBFA2T2 PRDM1 TRIM33 IGF2R KIAA0232 AUH FAM126B KAT6B USP48 CTTNBP2NL EEA1 STK19 P3R3URF-PIK3R3 HELLS NDUFAF4 TMCC3 NR5A2 EPM2AIP1 RASSF8 AHCTF1 MAPK9 FOXK2 EYA4 IRF2BP2 POLR3E ZBTB44 ARHGEF38 POU2F2 SH3BGRL2 LYST LRRTM1 COL25A1 TMOD3 THAP4 MYH9 LIG4 FAM136A KIAA1217 DTWD2 PEX5L PTBP1 FAM156B GADD45A MLLT3 HLA-DPB1 LPP UBP1 PSIP1 RICTOR ZMYM5 CAPN15 NRBF2 YWHAG WDR3 ALKBH6 PLD5 ST7L SLC35A2 UBE2G1 RGPD5 UHMK1 FNBP1 CTNNA3 SRPRA C5orf63 HECW1 DCLK1 ATF7IP GPR22 POU2F1 FGL1 RO60 RMND5A PIK3R3 MYL6 ALDH1A2 STC1 RGPD3 PLEKHA3 FLOT1 ANO1 PABPC4 CCDC57 ARMCX2 USP31 IGF1 TRHDE GCC2 PIK3R1 TTC7B KLHL5 RGPD4 ZNRF3 STT3A RAB27B ARHGEF12 PTPDC1 GALNT7 SMAD2 SCAF11 COL12A1 TEAD1 SLC2A3 WFS1 FBN1 ATP11C FGD4 CNTN1 SLC1A2 MYO5B DOCK4 CDO1 NRG3 GULP1 RALGPS2 ATP2B1 MBTD1 CLOCK RANBP9 SLITRK4 CDC42BPA YIPF5 RIMKLA MINDY2 ORC4 PSEN1 FAHD1 PAIP2 GNAI3 TM9SF3 XPO4 HIPK2 NUDT12 LATS1 UNC5C HOXA9 ADAMTS19 VPS26A KARS1 NIPSNAP3A ZBTB34 BBX MANEA AHR PDIK1L ZNF699 MIGA1 RNF6 PYGO2 ZFP36L2 USP45 KDM4A PLEKHA8 LIN9 RGPD6 WIPF3 OGT RNF165 PCGF2 SGO2 PLAGL1 TEP1 KCNJ3 GOLGA1 NAPEPLD MOSMO CD2AP ZC3H11A CMPK2 SLC12A2 LRRC8C CD163 NR2E1 ROCK1 UBA2 TOX SNX18 CDR2 C11orf87 JOSD1 DYNC1LI2 TNRC6B RBPJ WWC2 MINDY3 CHST9 SORD RGPD8 EFCAB14 USP9Y VCPIP1 LPGAT1 PTPRJ FAM171A1 RFX3 NUFIP2 H2AZ1 CREBRF USP32 CNNM2 MBNL2 DDB1 CDK12 EFCAB5 CTXN3 KCNA6 DMRT3 FAM117A DYNLL2 PLXNC1 PRKAG2 PTGFRN SLC4A4 TMEFF2 MIR7_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7_5P FCHO2 RAD51B RELA KLF4 OGT RPS6KB1 WASF3 SLC6A9 RAB5IF LOXL2 PDK3 CGGBP1 KBTBD2 SEPTIN10 SRRM3 ADAM11 ADCY9 CNPPD1 KLF12 FHIT LMNB1 TGIF2-RAB5IF GALNT3 CLEC4M ST6GALNAC5 EPHA3 PLEC GABRA6 NF2 LRRC8E RAF1 UBR5 AMOT SDHC CNN3 KLHL14 ATG4C NREP CYTH3 WDR47 HCN1 ANKRD36B AK3 ISY1 MYLK LEMD3 UBXN2B VDAC3 SP1 SLC4A7 PLCB1 TRIM33 FBXL16 GUCY1A1 B3GLCT ARID4A DCSTAMP OSBPL11 PDE4D SGIP1 SPATA2 TMED9 DAZAP2 CHAMP1 RABEP1 SHOC1 FPGT HLA-DOB P3R3URF-PIK3R3 CCDC66 ZNF805 RBFOX1 CACNG7 SUSD6 IDE EGLN3 CALHM4 STIMATE IPO11 RNF141 FAM131B DACH1 SNAP91 ANKFY1 RBSN TPGS2 TFF3 ATXN1 SEPTIN8 ZBTB1 CHSY3 RRAS2 QTRT2 SNCA ZDHHC9 RBMS3 STX6 EGFR ZFX KDM3B STRN3 FAM168A MFSD14B EIF4EBP2 CALM3 IL17RB ASXL1 GATA5 ZNF549 CNNM4 ZNF704 ATF7 RLIM REG3G ZC3H4 NOVA2 CKAP4 HS3ST5 ADGRL2 TCF12 PAK2 IGLON5 PLXNA1 PTK2 DTYMK ZNF275 VDAC1 GRIN2A GAL3ST3 ANO3 FBXL7 JADE1 IRS1 PTAR1 SLC5A3 MAFG PPP4R1 GJC1 APOA2 EXOSC2 MIS12 SH3GLB1 C1orf226 RHBDD1 PCDHB15 CTSK FGD6 MAPKAP1 PDE4A MTFR1L SHANK2 SLC17A6 LRRC1 ST8SIA5 CYLC1 EOLA1 ZNF609 LRRC59 ARF4 ZNF106 ATP2B2 DPYSL2 GLI3 MECP2 KIF16B PLP2 CDKN2AIP C5orf22 ITGA4 SLC25A16 SQSTM1 DPYSL3 MEGF9 XPO7 TRMT13 FBXO28 HMG20A FAM168B GATA6 PRDM6 CA10 DOCK5 DDX31 ZBTB22 TBC1D12 DNAH14 GRP RYK NDFIP2 PIK3CD NDST3 PAN2 ACSL4 PSME3 DCK VPS26A IRS2 DSG1 ZNF425 CHD3 UGGT1 HDLBP ICA1L RGS7BP POLE4 TMEM97 SOX6 IMPG1 CTSB RNF144A DIRAS1 BCCIP PFN2 DSEL SOCS2 UBLCP1 ZNF395 PRKCB GGA2 CCDC186 PIGH USF3 IGSF9B SHANK1 SPTY2D1 SUFU SMARCD1 ANKRD36C BICDL2 BLOC1S4 CCDC43 ULK2 CPTP SATB1 ERI2 IDS RB1 PIK3R3 HPCAL4 CACNB4 KIF13A PARP1 PRR18 RSBN1 NR2C1 RAB11FIP5 HERPUD2 ARL8B COLEC12 TAB2 GKAP1 CADM3 FOXN3 COMMD7 MMAA STRN SEMA4C CLASP2 CCL16 OXR1 UBQLN4 RSPRY1 GFM1 ARID2 ABCA13 NR4A3 NXT2 DDIT4 FNDC4 MIR518A_5P_MIR527 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR518A_5P_MIR527 LFNG PUS7 MEF2C AGO3 SRSF7 SLC22A2 SLC30A7 TNRC6C PSMD5 MIER3 PALLD ROBO1 AKIRIN1 QKI DCUN1D4 THRB JAM2 A1CF KLF12 TCF4 PRUNE2 DCP1A KLHL13 RFC1 IL1R1 PSD3 ZBTB20 SH3D19 SLC35A3 CTBS CNOT7 DTX2 PCBD1 SAMD4A CNIH4 PREP PNN TUBE1 SOCS3 PLCB1 RPP14 CYSLTR1 IMPA1 SLC35D1 GTDC1 ARID4A CDH11 CHIC2 ECT2 PDE4D PARP8 RNF38 ENTPD1 ANGPTL1 UBE2A TLE4 CXXC4 SALL1 PDZRN3 SEL1L3 SLC4A7 CCNYL1 CCNK TNRC6B IMPDH1 C1orf21 KRTAP9-3 CDYL2 AQP8 S100G RBKS CDHR3 SATB2 MACROH2A1 LAMTOR3 GTF2A1 ATXN1 WDR47 AEBP2 HTR2C RBFOX2 PPP1R15B NUP54 XKR4 GCOM1 MAP1LC3B NR3C2 GPR85 ADGRG2 MCC RAP1A TBX4 OGDH KCNIP4 ZFHX3 FAM168A KDM7A SPO11 ID2 ELFN2 NUS1 SREK1IP1 DSCAM THSD7A CGN NAALADL2 JRKL TRPC3 AMER2 BTC PFKFB4 RARG VAMP4 ENPP5 RNF14 NWD2 ADGRA2 NSG1 KDM2A GUCY1A2 NPEPL1 ULK1 PRKX TMEM106B RMND5A KCTD21 STAG2 PRKAR2B ELFN1 KCTD20 ZNF521 UBE2D2 PCDH7 ACVR1 RNASEH2B ZC4H2 GBP5 MMP24 TBX15 EZH2 HBEGF PIK3R1 C18orf25 SGK1 TNPO1 ZFAND6 MAT2B NHLRC2 BICD2 CEP350 TNC GOLGA5 EPHA5 TMEM135 SENP1 ACSL4 TEAD1 MAFK PHF6 ATP11C CFAP300 NECAP2 TMEM123 ANK3 LRP6 HNRNPUL1 WIPI2 FOXO3 TMEM163 OTUD1 KRTAP9-4 HIPK3 TARDBP EPB41L1 UBE2G2 SLC35A5 FBXO28 RORA SENP7 FBLN5 KMT5B ELK4 EDIL3 MAP1LC3B2 ZBTB46 KLK12 XPR1 GNAI3 RHOB ANKRD10 PHF12 FYTTD1 POLR2M GET1 ABHD5 INSYN2A LATS1 SYNPO2 PAN2 CA3 DCK NPHP3 KCNA1 ARPC2 GPR158 EFNA5 HDAC2 MRPL35 PFN2 NANP OTUD4 ZEB2 PDCD6IP SPRR2E CNKSR2 MSL2 RACGAP1 SUPT16H LSM11 ZDHHC21 ATXN10 TRIM23 HOOK3 CLCN3 DCLK1 EGR4 NFKBIZ LRATD1 PLXNA2 MAP6D1 CDR2 FRYL SERINC5 CRISPLD2 MCOLN3 RAB8B KCNA4 GRM7 WASF3 FUNDC1 PLPPR5 NAA30 INO80D ISM1 RBMS2 FOXN3 MAPK6 STRN FZD4 PDGFD STXBP5L CBLN1 ACSL6 CREBRF BNC2 STK4 WNT3 DPP10 KPNA4 ZMAT3 CYP2E1 ATP5MG MIR5093 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5093 HFE SLC25A21 SELENOI SLC18B1 HDX KCMF1 GOLT1B IKZF1 SGO1 B3GALNT2 NRN1 CBL KLF11 MCFD2 PGR IRF8 RBM39 TSHZ2 CMPK1 VDAC2 CD109 SLCO2B1 TFDP2 MOB1B SAMD5 NET1 MAP3K7CL PRKG2 HSPA4L ATAT1 NCOA1 ZBTB20 ST3GAL1 SERBP1 LHX6 RANBP3L SNAP25 MPZ SAMD4A ITPRIPL2 PCBP2 PDZD8 FUT9 CCDC88A SH3YL1 TIMP3 FAM169A SPACA9 GPR161 SLC4A7 OPRM1 NTRK2 SELENOP SETBP1 POLR1E OSBPL3 KIF13B MOB3B DBT SLCO5A1 SERPINB13 PHYHIPL SREK1 TXLNG NECTIN2 PIK3C2A TMEM220 LANCL1 YPEL5 ZFYVE28 FAM172A RC3H1 ZBTB21 CIDEB WNK1 ABHD18 JAKMIP2 CYP26A1 PUM1 DUOX2 CYFIP2 RBFOX2 RPTN CHST11 WBP11 CHIC1 PPIP5K2 PLCXD3 CASD1 MIA3 COL5A2 CHD1 SLC2A12 GPR155 SORBS3 ZNF704 RBM42 RAB30 GMEB1 BNIP2 C2orf68 CALB1 SSBP1 GRIN2A SMURF2 IRS1 POU2F1 ATP6V1G1 PPAT MICAL2 SBF2 CDC42SE2 STK3 ADAMTS6 TCF20 ING3 FAT1 CAMK2D TMEM251 ARIH2OS SKIL UBE2D2 PCDHB15 MYLK4 VTCN1 LRP12 DOK3 MAPKAPK5 SLC17A6 GNAQ ATP13A3 USP3 GAS1 AK1 CRYBG1 KLF6 DKK2 GTF3C4 CETN2 SRBD1 NBPF15 MFSD14A MYEF2 UMAD1 SLC27A2 AIFM2 ZC3H12C SOST TAFA2 LRATD2 LONP2 LRRC8D GRIA2 FKBP5 RNF180 SLC1A3 UBTD2 CCR1 RGS8 NDST1 RLBP1 FAM117B MLXIP PCNP DAP LMX1A RIMKLA LRRC27 ZNF527 PSMA5 FNBP1L PTPN14 UBE2QL1 APOLD1 HNRNPAB NR3C1 SLC22A4 DNALI1 MAP3K2 NDFIP2 SHROOM3 TRABD2A SPTLC2 ZNF333 ABHD17C DCDC1 KCNA3 RNF8 SMARCAD1 NIPA1 CNGB1 RTN2 KRT31 SEMA4G TRPC1 BOLA3 TINAG F2RL2 ST13 USF3 CPNE4 PTPRT KIFAP3 ZRANB2 ELL2 NAA50 UBE2A RIMBP2 CCDC6 CYP21A2 USP49 RTKN2 SCGB2A1 ZNF624 AGO4 WAC MAIP1 TUBGCP5 NR6A1 ACSL1 AAK1 NIPSNAP3B RPGR BMPR2 ZBTB39 CFTR LAMA1 HIVEP2 SNTB2 RBM47 UBR3 PHIP ENC1 MSANTD2 EML5 PABPN1 FIGN EXOC6B KAT6A TMPRSS11E ZNF750 VEGFC MYCT1 TMA16 MIR519D_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR519D_5P PIAS2 CREB5 ZSCAN30 AFF4 AFF2 CASP9 RHBDL2 GAB1 ALG9 SNAP23 PRADC1 QKI SEPTIN10 ARPC5L SDAD1 RNF103-CHMP3 PTBP3 PAQR8 XIAP ZNF84 ZFAND5 CR1 OGFRL1 UBASH3B ANKRD30A PRKD3 PGAP1 TENM1 CASP10 EPN2 FAM71F2 AP4E1 CPEB2 ZNF639 CCNF GTF2E1 PTGDR IKZF2 MLLT10 RAP2B CILK1 DLGAP5 FAM181A PLEKHG7 JARID2 NKD1 PTGER4 RPP14 ISL1 ITGA8 SCN8A FGFR2 SLC39A2 TC2N MPP1 VPS13B PGAM5 RNF38 METTL9 GRM5 GCSAML EOGT SNAP25 SOD2 LARP4 TERF2 C1orf21 USP1 SYN3 FAM131B PIP4K2A C18orf54 ZFYVE28 TTN TAF12 PUM1 RAB8A EPC2 CDK8 POGK ZBTB1 ANKS4B SLC25A36 CELF1 GHITM PI15 MYH1 PCDHB6 SLC26A2 RPL32 FUT1 CNOT6L ASAH2B SLC10A6 TPT1 MANSC1 VKORC1L1 KDM7A CCDC186 SLTM GATAD2B AP3S1 ZNF385B SYCP2 NTRK2 DLG2 BMPR1B ZNHIT6 DDX52 TAB2 HARS2 SLC27A6 FAM135B RAB3IP RSL24D1 TUB KLHL31 ATXN7L3B USP10 DENND4A DUSP19 ZNF592 INO80 POU2F1 LRRC32 ATP6V1G1 RAB2A PDE3B ATXN7 PRELID3B DNAJC6 UBE2Q2 MAPRE1 NAV1 HIF1AN PDZD3 FGF12 ILDR2 SEZ6L MCMDC2 ZNF528 DCDC2 PALB2 WDHD1 COA5 CERT1 DCX ZNF677 FAM210A TSPAN2 LPAR4 LIN7A TMEM242 SLC25A5 ARPP21 LMCD1 OSTC ITSN1 NXPE4 ENTPD1 IL6R LCOR CSRNP1 CNBP SPOPL SLC12A8 SPATS2 CNNM2 CCDC177 RNF144B ZNF154 MBTD1 USP44 ZSCAN29 CDH26 SLC35A5 MLXIP PCNP OTULIN MEF2D ELK4 AUTS2 RDH11 HAT1 RWDD4 TBC1D12 PLCL2 JADE1 KIF2A CCN1 MAP4 CREBZF TIMM23 CHMP3 CEMIP2 HDAC2 RTF1 PRKAR1A GPR4 TRUB1 APOL6 DTD1 ZFY GSTA4 IPO8 FHAD1 PTPN21 CA4 EIF3A ATAD2B COPG2 SKIDA1 PRDM2 NOTCH2 NAA50 RUNDC3B PDE4B ULK2 C11orf87 VPS13D NFIA POLI PITHD1 CMTM6 MARCKS STRN CAB39 PDS5B MAGEB18 NGLY1 ACVR2B CLCF1 WNT3 BLOC1S3 FPGT PIKFYVE LPCAT3 NEK9 ZNF207 MIR4666A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4666A_5P CD55 IFRD1 ADAM22 DIP2B AFF2 NTRK2 FCHO2 IL31RA AFMID FAM98A GAB1 MEF2C PCDH11X CDKN2C CADM2 ZNF281 ZNF189 PTH SSR3 STXBP4 ANAPC10 EGLN1 DNAJB4 USP44 FZD3 ZNF507 OXNAD1 DDX3X CERT1 EIF4B CDK1 PCBD2 SRD5A2 SLC44A1 SAV1 QKI HTATIP2 CDK7 PDLIM3 ABRAXAS1 WASF1 ALCAM AP1S2 SLC13A1 LONRF3 DOP1A SKA2 GOLGA6L1 MYLK3 ING4 KIAA0586 MTDH FRMD4B PCDH11Y ETNK1 RAB5C SAMD4A PSD3 GCLC TAGAP FGD5 PDK4 TNFAIP8 IPO7 FAM149A TSLP WTAP GLUD2 ST6GALNAC3 APC LGSN ITPRIPL2 EIF4G3 DLX5 ADK UBR5 CACYBP TNPO1 DTHD1 ELF2 MICU2 FOXRED1 F2RL1 ZFP64 CDC14A CCDC121 GLUD1 GFRA1 KIF2A SLFN5 FBXO5 FRY SULF2 CANX PHF14 SLBP CDH11 PDXK SRC COPA ZNF514 TBX22 RAP2C ELAVL1 PSMF1 EIF2A PTP4A1 GJA1 DHX35 GUCY1A2 ANKRD29 UBE2A NIPA1 SDHAF2 L3MBTL1 SNX2 TNRC6B KIAA1217 FILIP1 TMPO ZCCHC14 TMED5 PDSS1 WAC PGM1 TXNDC17 PRCP TTN KATNA1 EBAG9 DDAH1 OAZ2 RAPGEF2 PUM1 EMC2 CHRNA3 GOLGA6L6 ZEB2 CAMK1D EIF1AX CD8A SCN2A ABCC9 ABHD13 ACTN4 PPARGC1A LHFPL3 C1orf174 PDCD4 TMC5 AK7 CRPPA SYT4 TMEM33 DIAPH3 NTM RTN1 SLC5A12 RFX3 CAPRIN1 SEPTIN7 G2E3 ATAD1 ERLIN2 PPP3R1 ZNF420 FNDC3B ARL1 ANGPT1 BRWD3 HAUS2 CPEB4 FBXO11 E2F7 JCAD SEL1L PIP4P2 TIA1 LCP2 VPS13D NAMPT MAGEA9 ZNF516 HACE1 NSG1 ARHGAP11A MPP7 DYNC1LI1 BOD1L1 CNGB3 UBE2B SLC6A19 SLC2A13 GSTCD PAFAH1B1 HOXD1 KLF3 CEP126 RGS13 TENM2 ISM1 CLEC19A SLF1 USP42 NEXMIF TPP2 MMRN1 MKX ADNP2 ZNF284 WDHD1 USP3 PHIP CHORDC1 ZCCHC2 MAT2B LAMB4 SKP1 DR1 PRPF38B LDB2 TSPAN2 HIPK1 ZMAT3 VWA8 N4BP2 MED31 ADCYAP1R1 EIF4A3 SEMA3D PAIP1 KCNS3 SCLT1 ZBTB11 ZNF136 QPCT FBN1 PCF11 RAB38 ASCL1 KCTD16 BNIP3L HAUS5 UBE2V2 WASL ZNF569 NR4A1 ZNF208 CCNG2 NEK2 PAG1 MIR373_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR373_3P CREB5 SSX2IP FZD6 CAPRIN2 RELA TSEN34 MFAP5 CXCL1 ASF1A OXR1 ZBTB7A ANKRD13C GUCA1C TFAP4 DCUN1D4 H2AJ GLCE TGFBR2 TCAIM GALNT3 DPP8 DCUN1D1 LAMA3 ZNF367 KAT2B LMO3 PKD2 MTF1 PSD3 EDNRB LHX6 CROT REST PTPRD GLIS3 FYCO1 MIER3 ITPRIPL2 NR2C2 SLAIN1 TNKS2 ATAD2 CFAP94 CYP26B1 IKZF2 TET3 GNPDA2 MYLK NFYA ZBTB5 CNOT6 DDHD1 CYBRD1 CFL2 SETBP1 CCSAP TMUB2 PRDM4 DCAF6 SRCIN1 NFIA PDE4D PARP8 ASAP1 ZNF532 CDCA7 TAGAP GUCY1A1 SS18L1 E2F5 ZC3H13 RB1CC1 APP USP46 SMARCC2 OLFM3 UNC80 EPHA5 ZNF385A TXNIP NFIB ROCK2 GDF11 BCL11A IRF2 CELF2 ARMC8 ZFYVE26 IRF2BP2 C2orf69 PFKP ARID4B CUX2 TBC1D2 FGD5 SUV39H1 MPC1 TMTC2 SPRED1 USP24 ST3GAL1 USP16 RABGAP1 LYST RGL1 TANC1 SLC33A1 BARX2 JPT1 SMNDC1 C6orf15 PDE8A LEFTY2 RTN1 MCC TSHZ3 MAPK9 ZFX HS2ST1 TWF1 RAB11A COG5 TIPARP MICA RUNX2 CYB5D2 ST7L VLDLR SDC1 AMER2 GPR6 RASSF2 CUX1 ANKRD17 PAK2 ARHGEF17 BTG1 SLC40A1 LAMP5 MTUS1 SYNC UBE2B TRIP11 SNRK KIF3B ZNF75A LEFTY1 UBE2Q2 ADAM9 RAB22A ZNF362 HIF1AN ARID5B MYCN CPEB1 KPNA2 PPP6C PHF12 NPAS3 CORO2B ZNRF3 MBD2 UBE2J1 WDR37 PKHD1 TMEM64 MBNL3 MCL1 FAT4 PHKA1 GPCPD1 VDR TMEM86A SERF1B SUCO DNAJC27 MIGA2 GPM6A DUSP2 SPOP ARHGAP30 RAD18 SNX8 ASF1B E2F2 BCAP29 LRP8 RASGEF1A REEP3 TMEM123 LHX8 KDM1B ZKSCAN1 RBL1 ITGB8 ABHD3 FSTL5 ARHGEF10 MKNK2 MARCHF11 EZH1 HIPK3 PLAGL2 FGD4 UNKL FAM168B KMT5B EIF3M ELK4 MARCHF5 RAB5C AGO1 SLC24A2 PAK5 SLC15A2 SYDE1 TMEM100 PAF1 PRDM8 HECTD2 TNFAIP1 PLAG1 MAP3K2 ZBTB33 FRMD4A MIXL1 SPTLC2 ISM2 KREMEN1 PHF14 RGMB YOD1 CYP20A1 ATF6B ARID4A RUBCN FZD3 ELAVL2 DPYSL5 DRD1 CMTR2 PDIK1L PRRG1 TRIM36 TNRC18 RNF6 SAMD12 MYRF PPARA BCL6 TIAM1 RRAGD MAP3K14 BLCAP TP53INP1 SLC22A23 MSL1 ANO6 LRP2 SON ALDH1L2 TMEM170B TAPT1 PTPN21 MED12L POLQ SKIDA1 HOOK3 RFX3 DENND5B GPC6 SYTL4 PTGDR CCNJ HP1BP3 E2F7 LCOR ARL4C HAUS8 DYNC1LI2 ZRANB1 HDAC4 RSF1 RYR2 LATS2 RSBN1 R3HDM1 KIF26B RAB11FIP5 RPS6KA3 SERF1A AAK1 CLIP4 INO80D RNF216 ANKRD52 CDC23 JAZF1 ZBTB41 RAB11FIP1 KIAA1522 NUFIP2 CREBRF CYBB SLAIN2 ZNF827 MAN1A1 TBC1D8B NR4A3 ADAT2 ZBTB11 MAP11 PIGM QRSL1 TET2 RELL1 FNDC3A EXOC5 C2CD2 ZNF800 TET1 MIR4731_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4731_5P TAFA3 PRDM16 DMAC2 SNX20 NCALD PRR13 GPRC5B TPM4 C17orf102 MED29 SLC9A5 CARNS1 SLC6A9 BYSL PAX5 CISH QKI PITPNM2 COBLL1 NCAM1 CRIP3 ZDHHC3 ADGRA1 PHF24 CD83 PAAF1 DNAJC11 HEYL ST3GAL1 CORO2B SLC25A23 ABR TNS1 APC2 NFATC4 TOM1L2 NPRL3 ADAMTS10 PRKD2 NRSN1 DELE1 C14orf132 COLCA1 KCNQ2 TET3 TP53INP2 IQSEC3 DBNDD1 URM1 RNF185 BARHL1 ZFAT TMUB2 L1TD1 GGA1 CDK19 TBCK SCARA5 KCNK3 GNAI2 NMNAT2 COA7 MUC6 ASB6 ORAI2 PKP1 KIF21B SRCAP TMEM255A SELENON LMX1B PIP4K2A DOK2 ANKFY1 HOXC5 CIDEB POU2F2 CD74 FRMD5 ZCCHC3 FOXE1 GGA3 FOXP1 TSPAN11 ERF AIF1L WDTC1 HIP1 SETD5 TRAM2 SLC23A3 SORBS3 CERCAM FGF1 SFRP2 BEGAIN DMWD ZFAND3 SMIM3 ADARB1 CRTC1 SEH1L EHMT2 UNC5B PXN SDC1 PLCH1 TBX10 SRRM2 ZNF516 CCDC97 RASD2 ACAP3 TSNARE1 FXN EFR3B ADCY1 TLN1 CPEB4 SLC43A2 GFAP ADRB3 KIF24 GIPC3 PLEK2 ZMYM3 PPP2R1A CDH4 MLLT1 SP7 N4BP2L2 GRK6 ZNF512B PA2G4 APOBEC3F EVI5L PPP1R9B LEF1 CCDC93 C4orf46 ZNF609 STK40 PHF8 RAB6B ST18 SPPL2B DIAPH1 SZT2 N4BP3 TMEM127 L1CAM MECP2 FAM53C ARL6IP4 TMEM63A SAMD10 CACNB1 DES ATXN2L STAT3 KCNJ10 ZNF154 LMOD1 GRK2 KCND1 IQSEC2 KRT78 DCAF8 EIF4A2 SOGA1 MBOAT7 TANC2 HMG20A CPLX2 MZT2B SIRT2 BANF1 DVL3 ARC NGFR CCND2 ZBTB46 FBXO41 USF2 NECTIN1 CDT1 NPTXR METTL6 RFX1 PRAP1 UBL4A TMEM184A SH3TC2 PDXK ZNF619 CALR MICAL1 PPP1R10 HEY1 ACTG1 FAM102A KCNC1 TSPAN18 PPARA MAP3K14 RING1 PLA2G2F PCGF2 MZT2A BAZ2A LIMK2 EXTL3 TTYH3 MED9 KSR2 RXRB PRR23C ACE NEUROG1 ARID3B MYPOP APOBEC3C MAST3 AGAP1 SLC7A1 MPZ CLIP1 PACS1 DLX1 RNF26 FGF19 AAK1 MIDN ADCY6 AMACR MPRIP ZBTB39 SCAMP4 TRIM66 KRTAP10-10 ICOS ESPN ACTR1B APOBEC3D SLC6A6 ZNF827 PDGFRB SDC3 ZNF831 GIGYF1 TEAD3 WDR48 TTBK1 FNDC4 LARP1 ANKS6 MIR4763_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4763_3P C2orf72 CASTOR2 ALS2CL CBX6 GRM4 MNT PDPK1 GPSM1 IL6ST SSR3 FAM155B SLC22A11 DDX3X SLC6A9 RXRA PITPNM2 CST9 WNT7B TSPAN9 MAGT1 ARRB1 SLC7A8 LSM12 NAA60 RAB43 SLC25A23 SSH2 MON1B ATG16L1 STIM1 MYEOV ADAMTS10 LRP1 TP53I11 ZFYVE27 ITM2C CPEB2 ATG9A ATP11A CHAC1 UNC5A DEF8 PCBP3 NR6A1 PEF1 CYP26B1 LHPP RARA CNIH2 SEPTIN9 PIK3CG NFIC EPHA10 F7 MTA3 CD276 ETF1 PRR15L CACNB3 PLPPR2 GNAI2 ASB6 HK1 TFE3 MLST8 SARM1 NGEF SUSD6 CD151 ORAI2 CLASP1 MPP2 SLC13A5 SLC6A17 KIF21B GIT2 SLC9A3R2 NFASC TAF12 ZNF285 POU2F2 LYST NBPF3 NACC1 ERF JAKMIP3 WDTC1 SH3PXD2B BRPF3 BCL7B DCUN1D3 CHD5 NAT8L CDK5R1 JADE2 FOXN2 GTDC1 NSMF NAV3 PACS2 CBX5 STAT6 CHRNA6 CSRP1 GATAD2B ABCG4 ANKRD63 FSTL4 ASXL1 TSPAN5 ANGEL1 TCAF2 GPR137 CRTC1 GTPBP2 SDC1 TMA7 GALNT2 G6PD ADGRA2 PLXNA1 CHPF KDM4B TRIM67 TLN1 CASC3 TPTE DAGLA DOLPP1 SH3KBP1 MAFG ZMYM3 VAT1 VPS11 AFAP1L1 POLR1G NBPF1 PIRT HBEGF TOB2 GNAO1 NDRG1 RASL10B IPO9 UNC13D KLF6 TMEM229B STK40 USP4 GOLGB1 MAPK8IP3 UNK MAFK MECP2 DISP2 SLC22A8 ABHD4 NOS1 KRTAP4-5 SPNS2 TTC5 STAG1 FAM120C SOGA1 DCHS1 CDC42BPB SV2A MAP1B MLXIP RBBP5 ABCC5 RCVRN ARC TIFAB CELF5 FBXO41 CRAT CCND3 SPRN NECTIN1 RAB1B UBE2Z ZFP41 PHB NPTXR ISM2 LINGO1 SMARCD1 CACNA2D1 AKAP5 RNF216 SDK2 CDR2L THEM5 SEMA3F TMEM201 WBP1L CNTN2 DMBX1 SYNDIG1L SIX5 PBX1 SLC43A2 VANGL2 APOL6 CHAD CCDC102A FA2H CCL22 ZNF740 LDLRAD2 KSR2 TMCC1 PPP3R1 MEF2C B4GALNT1 ATXN7L3 CACFD1 SLC7A1 BARHL2 SLC35E4 MAPKAPK2 VAMP1 NATD1 TUBB6 CIT HYAL2 NIPSNAP1 ADAMTS16 KCNG1 CAPN7 VASP LENG8 MARK2 SLC35C2 PDGFRB SDC3 SCN2B PPP1R1A MRAP2 ATRN TEAD3 CTXN1 SLC35E2B RLN3 LRP4 NES MIR377_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR377_3P IPO5 MCF2 SLC4A10 ZNF148 TMEM273 FZD6 EYA4 SNX16 OSBP2 TP63 MAP3K7 TMOD2 RPS6KB1 ZCCHC17 C21orf91 ETS1 QKI B4GALT6 WASF1 ARHGEF28 CARTPT DCP1A SOD2 AGAP4 XIAP ETNK1 RFC1 SLC11A2 GREM2 JAG1 NCOA1 RBMS1 CDV3 INSC NELFA UBE2H SEPTIN2 PUM2 NKRF NTS PAQR3 NR6A1 XPOT CD274 KLF7 PPP1R9A TASOR CNOT6 VDAC3 TUBE1 CARF CDH13 PPM1A PLCB1 SETBP1 C8orf44-SGK3 SCN8A ARHGAP5 HTR7 USP13 RNF38 CENPV C7orf57 NRXN1 FBXO32 KCNMA1 EFCAB1 TMED2 GRSF1 SLC4A7 CDON UNC80 CCNT2 NETO1 IL18R1 IL1RN ARMC8 RASSF8 SVIP ARID4B RNF182 ABHD18 NT5E DNAJB9 PITX2 CELF1 AGAP5 NAP1L1 OSBPL8 CRELD1 LIG4 CEP135 FBXO33 ZZZ3 C16orf72 UBXN10 FBXO4 BEND3 CTSC NAA15 POC1B-GALNT4 ATL2 DCAF12 SMIM3 TRIP12 H3-3A FBXO30 SESN1 SGK3 OCLN HS3ST5 ANKRD42 PTGS1 BCL2L1 ZNF516 RBM18 ZBTB6 PEX14 FLYWCH2 FNBP1L ULK1 NUP153 EIF4ENIF1 ATXN7 SGCB FOXJ3 DNAJC6 IDS FLVCR1 MAT2B UBE2D2 CUL1 GALNT4 MSR1 TRIO C5orf24 NXPH3 ARID1A KRTAP19-3 NEGR1 NRF1 CAND1 RABGAP1L ILRUN GPCPD1 CDKN1B KCTD2 PHF6 RIN2 CHUK PCF11 UMAD1 CREBL2 CCDC68 STOX2 XRCC4 SRSF1 RALGPS2 ZFP36L1 HMOX1 CAMTA1 XPO7 SEMA6A PCDH7 CAPZB NRP2 MAP1A OTULIN TM6SF1 LMX1A SPTLC1 LIN28B SLC39A10 DDX31 AGAP6 TAF4 CDC14A SLC6A8 GBP1 CSRNP3 STARD7 CACNA2D1 CCDC117 INPP5E GPATCH2L MINAR1 HDAC2 RBM33 STK35 NT5C3B ENPP6 RNMT GPR88 MGAM TTLL7 NLGN1 ERGIC1 TMX1 DNAJB1 PSME4 TAPT1 ALKAL1 LAMC1 OCRL MED13L IRX3 C2 PPP3R1 USP49 HP1BP3 LRPAP1 GLS RB1 KCNA4 KIF13A UBA3 RSBN1 SLC6A19 PLPPR5 ARL8B SYT11 AAK1 INO80D PTPRB CFTR PCDH10 KLHL24 PDE10A GXYLT2 DARS2 MARCHF3 IRX2 NUFIP2 GRM6 KAT6A STRN4 PTPRT CASK MIR5683 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5683 MINK1 PCDHA2 SLC30A6 DIP2B ZKSCAN8 SYNPO2 HSD17B4 ZNF133 MEF2C DNAJB4 TMOD2 SLC30A7 CCDC81 NR3C1 MTMR1 PCM1 ASAP2 PRPF40A ACLY LYPLAL1 CACNB4 PTBP3 SPATA6 ZFAND5 PDCD10 MOB2 ADAMTS9 KAT7 HS6ST2 CD59 RBBP6 DBH MEMO1 AFF1 ZNF431 ISX CEP70 KCNN3 KCNMA1 ARHGAP15 CADM2 SLC4A9 BCKDHB CDC42EP3 FMR1 IQSEC3 RO60 CNOT6 AFAP1L2 C9orf64 ZNF608 MFAP3L AXIN2 CANX PCDHA12 KIAA1586 RABGGTB ZNF670 KAT6B CTTNBP2NL EEA1 OTX2 CXXC4 BPTF CAMKK1 ENDOV STK26 TOMM70 DUOXA1 PRKAA1 ATP2A2 TMEM255A MAPK9 ZNF189 CXXC1 PCDHAC2 C1QL3 RFC3 PPP1R15B CNBP TPM3 AFDN XKR4 HIVEP3 TYSND1 TSTD3 PCDHA10 TMEM33 CYB5B CYB5R2 TCEA1 TAL1 PABPC1L2B ASXL1 PJA2 DIS3 FNDC3B TMA7 STAU2 MACROH2A2 MS4A3 RANBP2 TMEM130 ETS2 PPM1B PCDHA5 COLGALT2 MGA LACTB PARP15 ATP6V1E1 KCTD21 MUCL3 NAV1 MYEF2 HOXD10 DEPDC1 ZNF124 DENND1B CPLX3 KHSRP EPC1 TMIGD1 MPP6 PSMD11 BICD2 DTX3L PCDHA8 TSPAN2 TSPYL1 IRF9 SENP1 TAOK1 DMRT2 SERTAD4 ZBTB38 PCDHA3 RHOBTB3 MEGF11 GFOD1 RAB9B RALGPS2 NDFIP2 SLC25A44 PRKG1 DCBLD2 MBTD1 ITGA4 NCOR1 HAO1 MGST1 CCDC141 SYNPR MED20 ENTPD7 FBXL19 VLDLR MMS22L ZNF277 CPEB3 CYP3A7-CYP3A51P NEMF DACT3 USP27X STYK1 SETD7 RAP1A PCDHA13 FAHD1 HLA-DRB5 FYTTD1 MAP3K2 SHROOM3 TMEM214 ARHGAP36 SH3RF1 TBX18 ATN1 SCPEP1 UGCG ELAVL2 CSPP1 TUBB1 GAS6 LRIG1 AK4 YPEL5 RTF1 ARSJ AGA ATXN7 RBMS3 BFAR NECAB1 PCDHA11 KDELR2 BAHD1 HNRNPU PCDHA7 PCDHAC1 MREG NEU3 SNRK GRM3 SLC35G3 MOSMO DCLK1 ONECUT2 SLC15A5 ULK2 PCDHA6 AP000708.1 YWHAE SHOC2 PCDHA1 IQCH RIC8B ANP32A NECAP1 RSBN1 LMBRD1 TMEM182 COL6A5 NIPSNAP3B SLC25A43 PPM1N AMPH INO80D CNTNAP3B ST8SIA2 TRA2B TNFRSF11B PCDHA4 NCKAP1 GABRB2 SCLT1 ADSS2 KIF5C RYBP RPL15 HDLBP MIR4723_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4723_5P MINK1 TMEM222 CASTOR2 TREML1 MNT HMGA1 MTSS2 RANBP10 ATP9A PDLIM4 PAX5 UBTF LRRC28 MYL12A PPP2R2D CNTNAP1 CTNND1 ZDHHC15 SLC7A8 HEYL INAVA SHISAL1 XYLB COL9A2 ZNRF2 STIM1 MPZ DYSF IL17RD PPP2R5E FADS2 C19orf12 DEF8 CNIH2 CDK18 PDE1B AP2M1 PIK3R2 SERPINB7 NFIC FKBP8 SYNGAP1 SLC25A42 DPYSL5 ATAD3C MAP7D1 KALRN ANKRD26 PRC1 STAC2 GAS7 PCDHB11 UBE2V1 METTL9 APLNR SMARCC2 ADORA3 NFIX PTHLH ZBTB7B KRT1 BSDC1 ACTB SLC6A17 SLC9A3R2 FAM131B TBC1D10B NAPA NFASC EN1 VPS37D POU2F2 TMEM198 RSU1 FOXE1 PPT2 CLSTN1 UBAP2L RBMS3 SNPH GRHL2 LSAMP ITGA3 RSPO4 PRKACA TRAM2 CXADR DDX31 NRG1 GATAD2B FAM234A RBM23 IKZF4 DMWD CES4A TCF7 APBA1 GTPBP2 ARRB2 WNK4 NOVA2 CCDC97 EPB41L1 CSF2RB PEDS1-UBE2V1 NFAT5 BMP1 IGSF11 ACSL5 SRF CPS1 RAB11FIP4 SLC8A2 PKNOX2 NAT16 CCDC102B LRP8 JPH4 PPP2R1A PVALB LURAP1 PPP1R9B SHANK2 ZNF691 CELF3 FOXC1 LRRC59 FOXP4 PRR5L SPRR1B SF3A2 CAMKK2 FGF1 MECP2 SPIN3 ELK1 TLE3 WIZ SLC9A8 ZFC3H1 C9orf57 LCE1B LRATD2 MAT1A LIX1L CADM4 MAP1A DYRK1A NLGN2 NR1D1 DVL3 THRSP PLXNA4 AFAP1 BIRC2 UBE2QL1 TMEM54 MED19 PLA2G2D COTL1 DIRAS2 PSME3 RERG SH3TC2 CALR TMEM63B PSMF1 TCP11L1 GPRC5A ELAVL3 CDR2L MLLT6 PRR23A MEX3A CHRNA4 SLC28A1 CBX5 DIRAS1 DUSP10 SNX29 SZRD1 KMT2D C6orf141 PLVAP PANX2 FBXO43 ST13 CTDSP1 IHH RNASE13 FAM174B PHC2 CYP2B6 SCGB2B2 PACS1 PHLPP1 ANKRD52 TMEM151A BSN KCNC3 SOX13 MFRP TFAP2B MIEN1 CAMK1D CNST WNT3 TNFSF12 H1-10 MIR12135 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12135 GABRG2 CXXC5 CALU NUDT4 CAMK2G BTBD3 CAP1 FAM168B HRH4 PIAS2 FAIM GPRC5B CWF19L1 PLAGL1 CD300LF PDZD2 GLRA3 CTBP2 EIF1AD CHL1 RORA ROBO1 PRIM2 ZNF91 PAX5 SPRY2 SPP1 SEPTIN2 MIER1 TBR1 TBC1D14 KLF12 ZNF135 ADGRF3 ANP32E THUMPD2 TBRG4 ESRRA BSDC1 NEFL HAX1 ZMYM1 PSD3 ZBTB20 CSNK1G3 CEACAM7 VPS37A SPAM1 PTPN14 ADRA1A CDK13 QKI MATR3 MGME1 AP4E1 CPD IRF2BP2 RAD51AP1 PKMYT1 ST6GAL2 ZDHHC2 MYO6 MTMR7 EXOSC3 MAGI1 NELFE SYNJ1 ZBTB1 SLC25A26 CAMSAP2 RIOX1 DCK ZNF267 DOCK5 PRLR TRDN FSTL5 RNF111 DHX35 SLC1A2 ELP5 YTHDF3 KIAA1143 NCOA2 ZNF805 EVI2A RBM23 PTPN2 RNF6 STAM2 TMPO EHD4 WAC TXNDC17 COLEC10 TDRKH PLA2G12A ZMYND11 CTDSPL2 INTS6 CLTC GSPT1 ZEB2 RABGAP1 PPP1R8 EIF5A2 TADA1 SS18 YLPM1 SLC33A1 CCDC186 FBXL2 CDK5R1 TMEM170B TOR1B ADH7 LSAMP TGFBRAP1 ZNF681 TMEM119 PPP1R1C GRB10 UST UBXN7 TMEM65 GPC6 LPP PREX2 ZNF704 ZNF709 TBCA ZC3H12D KRBOX4 IGF1 UNC5B HSF2BP THSD7B PRKAB2 RIDA DICER1 ZNF516 RBM3 MRPS23 GLYR1 RCN2 CEMIP2 PM20D2 CA12 DNAH5 SEC63 OSBPL6 ANKRD42 ESYT2 WDFY3 FGF2 PPP1R3C CDKN2AIP CCNE2 B3GNT5 SORT1 PIGN MFSD6 SETD9 OLIG3 DPY19L1 IPO9 C8orf58 TMEM167B C1orf52 WIF1 COL24A1 ADAM10 ZNF626 MTG1 BICD2 KRTAP13-1 ZNF189 MMAB SP4 LMNTD1 CAMK1D ZNF214 GPM6A FOXJ1 AHSA2P TLN2 ASB7 ATRN RHOBTB3 RBM44 EXOC5 GJA3 MTMR10 MBTD1 MIR125B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR125B_5P BAG4 MBOAT2 LFNG M6PR MMP11 PRRC1 MKNK2 SH3BP5L KLC2 PPP4R3A HINFP UBN1 ENPP1 FIBP ZBTB7A ZSCAN29 SLC37A2 TOR2A BCL2L14 EIF1AD RFXANK RORA TTC7A SOD2 GCNT1 LIPA SUV39H1 LBH ZSWIM5 TLE3 WARS1 ESRRA SLC35A4 CHTF8 PHACTR3 LIN28B ADAM28 SYDE2 STARD13 MTF1 CDH5 IRF4 SLITRK6 SLC25A35 NIPAL4 DRAM2 SEMA4B REST CDC37L1 NUP210 PPME1 LYZL6 RABL6 RAP1A NPL C19orf38 NRXN1 PDZD3 AMIGO2 MFSD9 EVA1A SGPL1 NR6A1 ANKRD33B RABEP2 UBR2 TRMT5 FAM71D PADI2 BMF CBLL1 IST1 RHOQ TTPA ACER2 BAP1 PRDM1 KMT5C SSTR3 ITGA8 OSBPL9 DUS1L MYT1 NEU1 LGI2 IER3IP1 SLC26A6 SH3TC2 PDE7A SLC38A9 TMEM168 KLF13 FLVCR2 NECAB3 MEMO1 DIP2A DHX33 DPH2 ZFYVE1 TAF9B KIAA1522 FRMD5 CDR2L TMEM161B KCNA1 CBFB TSEN54 VTCN1 ZBTB37 NIPA1 SARM1 RPL28 PMM2 LRRC8B ABHD6 SEC14L2 ZSWIM6 PCTP MAN1B1 CRB2 PPP1R37 SLC6A17 SLC16A6 RETREG3 DIRAS1 PLEKHA8 TBC1D1 NCAN TNFSF4 GANC UBE2R2 OLFML2A SCARB1 USP38 ATXN1 RETREG2 C1orf210 GGA2 KHNYN PRTG INTS7 PPIL2 TRIM71 ACHE SPATA31D4 TNFAIP3 ANAPC16 RBAK PI4K2B RUFY3 DYNLT3 GJC1 SYVN1 UCK2 CCNJ DUSP6 MAP3K11 VPS4B MXD4 SCLY MAMDC2 VDR EIF2B5 EPO MFSD14B CDC42BPG NBEAL2 MORC2 HCN3 CACNB3 QSOX2 GALNT14 VPS36 ZNF704 FAM169B FMO2 XKRX ULK3 SLC39A9 BLZF1 PLEKHM3 LRRC10B TRIM9 ARID3B ABCC4 ATP10D CGN SNX18 TAZ SERTAD3 FREM1 RPS6KA1 ZNF80 CPSF6 FAM118A BNIP2 SLC46A3 UBE2G1 ANKRD50 ANKRD42 IL31 GEMIN2 SLC7A1 DICER1 TBC1D16 LCLAT1 MAP6 HIC2 LIN28A RREB1 KCNS3 TSNARE1 LACTB BAK1 MYO18A ZKSCAN5 SLC25A15 ORC2 NDUFA2 EIF4EBP1 MAP3K13 CDK19 SPTB MAPRE2 USP2 IGSF11 SBNO1 ENPEP PAFAH1B1 DIS3L2 DENND6A PPAT SRF KCTD21 TMPRSS13 RBM20 ABTB1 HOMEZ GPATCH8 TMEM135 NT5DC1 KCNIP3 INO80D HIF1AN ZNF543 KDM4C RBM7 TBX4 PHF20 PPP2R5C DTX4 SPATA31D3 SEMA4D GTF3C3 PCDH7 TRIAP1 BTG2 CYP24A1 TOMM40 ALPK3 NCOR2 VCPIP1 SEMA4C GRB10 C1orf74 ZNF691 TMEM120B KCTD15 TMEM132E NCKAP5L RFX3 KCNK10 RASGRF2 MAP3K9 FBXW4 SMURF1 TENT5A DAAM1 RASGRF1 BCAN ZNF827 MAPK12 SCN2B SEL1L MSRB3 GOLGA5 SEMA4F MFHAS1 MAP3K10 UBR7 C6orf47 ETS1 SUN1 KIAA1841 PRSS35 FUT4 JADE2 TRAF6 ZSWIM4 RAB3D IL6R SAMD10 MFSD13A E2F2 MCTP2 IL16 FBXO42 RAPGEF5 CDC42SE1 DOCK3 KIAA0319L NKAPD1 LRP4 ABHD3 HAPLN1 TMTC2 CEP85 ISCU ZNRF3 RASSF3 MIR125A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR125A_5P BAG4 MBOAT2 LFNG M6PR MMP11 PRRC1 MKNK2 SH3BP5L KLC2 PPP4R3A HINFP UBN1 ENPP1 FIBP ZBTB7A ZSCAN29 SLC37A2 TOR2A BCL2L14 EIF1AD RFXANK RORA TTC7A SOD2 GCNT1 LIPA SUV39H1 LBH ZSWIM5 TLE3 WARS1 ESRRA SLC35A4 CHTF8 PHACTR3 LIN28B ADAM28 SYDE2 STARD13 MTF1 CDH5 IRF4 SLITRK6 SLC25A35 NIPAL4 DRAM2 SEMA4B REST CDC37L1 NUP210 PPME1 LYZL6 RABL6 RAP1A NPL C19orf38 NRXN1 PDZD3 AMIGO2 MFSD9 EVA1A SGPL1 NR6A1 ANKRD33B RABEP2 UBR2 TRMT5 FAM71D PADI2 BMF CBLL1 IST1 RHOQ TTPA ACER2 BAP1 PRDM1 KMT5C SSTR3 ITGA8 OSBPL9 DUS1L MYT1 NEU1 LGI2 IER3IP1 SLC26A6 SH3TC2 PDE7A SLC38A9 TMEM168 KLF13 FLVCR2 NECAB3 MEMO1 DIP2A DHX33 DPH2 TAF9B KIAA1522 FRMD5 CDR2L TMEM161B KCNA1 CBFB TSEN54 VTCN1 ZBTB37 NIPA1 SARM1 RPL28 PMM2 LRRC8B ABHD6 SEC14L2 ZSWIM6 PCTP MAN1B1 CRB2 PPP1R37 SLC6A17 SLC16A6 RETREG3 DIRAS1 PLEKHA8 TBC1D1 NCAN TNFSF4 GANC UBE2R2 OLFML2A SCARB1 USP38 ATXN1 RETREG2 C1orf210 GGA2 KHNYN PRTG INTS7 PPIL2 TRIM71 ACHE SPATA31D4 TNFAIP3 ANAPC16 RBAK PI4K2B RUFY3 DYNLT3 GJC1 SYVN1 UCK2 CCNJ DUSP6 MAP3K11 VPS4B MXD4 SCLY MAMDC2 VDR EIF2B5 TDG EPO MFSD14B CDC42BPG NBEAL2 MORC2 HCN3 CACNB3 QSOX2 GALNT14 VPS36 ZNF704 FAM169B FMO2 XKRX ULK3 SLC39A9 BLZF1 PLEKHM3 LRRC10B TRIM9 ARID3B ABCC4 ATP10D CGN SNX18 TAZ SERTAD3 FREM1 RPS6KA1 ZNF80 CPSF6 FAM118A BNIP2 SLC46A3 UBE2G1 ANKRD50 ANKRD42 IL31 GEMIN2 SLC7A1 DICER1 TBC1D16 IER2 LCLAT1 MAP6 HIC2 LIN28A RREB1 KCNS3 TSNARE1 LACTB BAK1 MYO18A ZKSCAN5 SLC25A15 ORC2 NDUFA2 EIF4EBP1 MAP3K13 CDK19 SPTB MAPRE2 USP2 IGSF11 SBNO1 ENPEP PAFAH1B1 DIS3L2 DENND6A PPAT SRF KCTD21 TMPRSS13 RBM20 ABTB1 HOMEZ GPATCH8 TMEM135 NT5DC1 KCNIP3 INO80D HIF1AN ZNF543 KDM4C RBM7 TBX4 PHF20 PPP2R5C DTX4 SPATA31D3 SEMA4D GTF3C3 PCDH7 TRIAP1 BTG2 CYP24A1 TOMM40 ALPK3 NCOR2 VCPIP1 SEMA4C GRB10 C1orf74 ZNF691 TMEM120B KCTD15 TMEM132E NCKAP5L RFX3 KCNK10 RASGRF2 MAP3K9 FBXW4 SMURF1 TENT5A DAAM1 RASGRF1 BCAN ZNF827 MAPK12 SCN2B SEL1L MSRB3 GOLGA5 SEMA4F MFHAS1 MAP3K10 UBR7 C6orf47 ETS1 SUN1 KIAA1841 PRSS35 FUT4 JADE2 TRAF6 ZFYVE1 ZSWIM4 RAB3D IL6R SAMD10 MFSD13A E2F2 MCTP2 IL16 FBXO42 RAPGEF5 CDC42SE1 DOCK3 KIAA0319L NKAPD1 LRP4 ABHD3 HAPLN1 TMTC2 CEP85 ISCU ZNRF3 RASSF3 MIR3916 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3916 EXOC6B CBX3 CTNNA1 NCOA5 TMOD2 TMEM178B HDAC9 KPNA3 MIER3 CREB3L2 AMER1 SPATS2 RAB18 SC5D HNRNPR ZDHHC3 DDX17 SKA2 C1orf198 ZNF550 PLEKHB1 TMEM126B CSNK1G3 ATE1 ITM2B ELAVL4 CNR1 ESRP1 GALR1 HAUS6 CDIN1 MYADM GPATCH2 EEF1AKNMT STAMBP TP53INP2 TRA2A AR PPM1A PRDM1 ASTN1 CYRIB PRDM4 SLC26A1 RALA KRIT1 HNRNPK SCUBE3 GANAB RBBP4 STXBP5 ARID4A AGO1 RCBTB2 ERCC4 NMNAT2 BTF3L4 RAB31 EGLN3 KLF8 FSD1L LMAN1 BAZ1A C4orf33 ZFYVE26 DLGAP4 RC3H1 KIF3A FBXO45 POGK WDR36 CDH12 CLDND1 SLC19A3 SETD4 GATA4 CEP135 USB1 FGF9 AP3M2 NAV3 ESYT3 GCFC2 VPS37A PDE1C F9 KRAS DLG2 SMG7 DDX52 SDC1 LY75-CD302 OR2L13 BTD ITCH ZNF264 KLHL31 KTI12 CAP1 LMBRD2 ATF7IP SEC63 OSBPL6 KATNIP HERC3 FNDC5 MMACHC ELFN1 DDO FAM120B TBCA TRIAP1 ALDH5A1 TCP1 KIF5B GNAQ TTC14 GPLD1 ZNF609 WDR19 MLF2 NRCAM RNF212 CEP350 AGL RNLS BUB3 IRF9 PANK3 EPS15 TEAD1 ALDH1A3 AP1AR CCNT1 ZFP36L1 CBLN4 ITGB8 RASAL2 CD302 MTMR10 KPNA1 XPO7 HOXB2 ANKRD45 RARB LCE2B CTTNBP2 HIF3A MED24 TOR1AIP1 DOCK5 LRRC27 STYK1 MACO1 KRT40 ANK2 NUP98 HLA-DRA DCX UNC5C TPRG1 SUSD1 TSPAN6 ARL3 HINFP ATP8A1 STK35 ZFP36L2 GFRAL ANO6 HELQ VWA5A DYRK1A DEFB132 HDGFL3 MAN1C1 SPTLC3 SUFU POLQ ZBTB20 XBP1 FAM98B USP49 MN1 SEC22B C11orf87 DEPDC4 GLDC CRADD LMBRD1 SNX25 PM20D2 CFL1 RBM20 OGA INO80D TDRD1 PI15 GTF2A1 SLC16A2 PDCL3 ZBTB41 TRIM8 IMPACT ARHGEF35 GDPD1 RABL3 RNF168 RNF212B ACVR2B CAMK1D TSR2 TLL2 ERCC1 ARMCX1 OTUD7B STK39 TMEM19 C17orf67 MIR6870_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6870_5P MINK1 TMEM222 CASTOR2 TREML1 MNT HMGA1 MTSS2 RANBP10 ATP9A PDLIM4 PAX5 UBTF LRRC28 MYL12A PPP2R2D CNTNAP1 CTNND1 ZDHHC15 SLC7A8 HEYL INAVA SHISAL1 XYLB COL9A2 ZNRF2 STIM1 ADRA1A DYSF IL17RD PPP2R5E FADS2 C19orf12 DEF8 CNIH2 CDK18 PDE1B AP2M1 PIK3R2 SIRPB1 SERPINB7 NFIC FKBP8 SYNGAP1 SLC25A42 DPYSL5 ATAD3C MAP7D1 PIP5K1C KALRN ANKRD26 PRC1 STAC2 GAS7 PCDHB11 METTL9 APLNR SMARCC2 ADORA3 NFIX PTHLH ZBTB7B BSDC1 ACTB SLC6A17 SLC9A3R2 FAM131B TBC1D10B NAPA NFASC EN1 VPS37D GPAT4 POU2F2 TMEM198 RSU1 FOXE1 PPT2 CLSTN1 UBAP2L RBMS3 SNPH GRHL2 LSAMP ITGA3 PRKACA TRAM2 CXADR DDX31 NRG1 GATAD2B FAM234A RBM23 IKZF4 DMWD CES4A TCF7 SLC8A1 APBA1 GTPBP2 CD1C ARRB2 WNK4 VAMP2 NOVA2 CCDC97 EPB41L1 GRIN1 CHPF BMP1 IGSF11 ACSL5 SRF CPS1 RAB11FIP4 SLC8A2 PKNOX2 NAT16 CCDC102B LRP8 JPH4 PPP2R1A PVALB PPP1R9B SHANK2 ZNF691 CELF3 URM1 FOXC1 LRRC59 FOXP4 PRR5L SPRR1B SF3A2 CAMKK2 FGF1 MECP2 SPIN3 ELK1 TLE3 WIZ SLC9A8 KCNJ10 ZFC3H1 C9orf57 LCE1B LRATD2 MAT1A LIX1L CADM4 NKAIN1 SOGA1 MAP1A DYRK1A NLGN2 NR1D1 DVL3 THRSP PLXNA4 AFAP1 BIRC2 UBE2QL1 TMEM54 MED19 PLA2G2D COTL1 DIRAS2 PSME3 RERG SH3TC2 CALR TMEM63B PSMF1 TCP11L1 GPRC5A ELAVL3 CDR2L MLLT6 PRR23A MEX3A CHRNA4 SLC28A1 DIRAS1 DUSP10 SNX29 SZRD1 KMT2D C6orf141 PLVAP PANX2 ALX4 FBXO43 ST13 CTDSP1 IHH SH3PXD2A FAM174B PHC2 CYP2B6 SCGB2B2 MPZ PACS1 PHLPP1 ANKRD52 TMEM151A BSN KCNC3 SOX13 MFRP TFAP2B MIEN1 CAMK1D CNST WNT3 TNFSF12 H1-10 MIR6832_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6832_3P KXD1 CREB5 UBN2 PTPRR COX5A AGPAT3 GOLT1B GNB1 WNK3 TFEC ANKRD13C PARVB LPAR1 NR3C1 BCL9 ANKRD44 AP1S2 KLF12 ANKRD13A HDAC9 SAMD5 OSGIN2 VTA1 C1orf43 SFXN1 PPP1R9A GDNF ZBTB20 ARHGEF37 CRKL ZNRF2 CLPX C9orf72 CCDC103 TTYH1 FAM114A1 RIMS1 TAF2 DLG5 JARID2 ANKRD17 HNRNPA1 PLCB1 RNF170 DPF1 IGF2R C20orf194 TRRAP HNRNPA2B1 IGF2BP1 CSRNP2 ZFP37 RPL7L1 RAP2C ELAVL3 SP6 USP46 USP47 ANGPTL1 SEC11C YTHDF3 FAM168B COL6A6 SLC43A1 EPHA5 TNRC6B PDCD6IP NUAK1 VAPB CALHM4 TOMM70 NFIB ELOVL6 EDEM1 SLC16A6 ATG9A FNIP1 TMEM156 MAP3K3 ZDHHC17 SOX4 TMTC2 SPRED1 AEBP2 KDM2A TMOD3 MAP1LC3B AFG1L DCUN1D3 AP2A2 PRR32 RBMS3 NDRG3 PPP1R1C TRAM2 NRARP EFNB3 DMTF1 WEE1 DRAP1 NRBF2 TRIP12 RUNX2 JRKL KHDRBS1 ZFHX4 APH1A CUX1 TCF12 MAML1 ITPR1 RSPO3 ESRRG ZNF600 TOX3 POU2F1 SEC63 SNRK PRELID3B CPNE8 ESYT2 RAB22A EZR ADRA1A CDH4 B3GNT5 ZC4H2 ZNF506 EPHB2 SLC38A7 NOVA1 ZFP91 KCTD1 SLC37A3 GLIS3 FOXC1 EPHB6 PKIA FJX1 TENT5A WDR26 RABGAP1L TAF5 RICTOR SEL1L INPP4A TMEM237 FGFR1OP2 NAPG GPM6A HGF RHOBTB3 PPP3CC COPS6 FARP1 KPNA1 FAM160A2 OXNAD1 MLXIP NBEA CAVIN2 NIPBL GATA6 RAB10 KLHL29 MAPK1IP1L NR4A2 ANGPTL2 MAP1LC3B2 RPS6KC1 CPD PRRX1 CDK6 NDST3 LATS1 EBF2 HCAR3 SH3TC2 MTMR6 ZXDC ZBTB34 ZCCHC24 XBP1 CORO1C ST7 GPR88 MAP4K5 UBLCP1 MAPK9 TP53INP1 BAZ2A LRP2 CLMP ENTHD1 DNAJB1 FBXW7 SOX11 PHOX2B ATXN10 HOOK3 NOTCH2 EXOSC9 ERLIN2 ABRAXAS2 SOCS6 ONECUT2 MCOLN1 ANGPT1 MGAT3 HCAR2 YPEL4 PLXNA2 GET4 HAS2 GOLGA6B EPHA7 C11orf45 LRRC40 BLZF1 PHF13 BMPR1A SNAI2 FRAS1 THSD4 DYRK1A PPM1K ADCY6 ARHGEF33 CLIP4 AMACR MBNL1 GOLGA6A NEXMIF EVA1C RERE PTPRJ SNX6 FAN1 FBN2 DR1 WWC3 KHDRBS3 SLC46A3 PIGM ASXL3 MOXD1 NFATC3 RELL1 SOWAHC EPHA1 SYNJ2BP HMGA2 MIR6766_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6766_5P MPV17L OTP ZKSCAN8 C5orf38 MNT STEAP3 SPATA33 GSG1L CACNA1E NRN1 MTSS2 ZBTB7A SDR42E1 TMEM178B IRF2BP1 PAX5 COL5A3 ARRB1 HHLA2 RANBP3 DENND1C ZMYM1 CORO2B TRIM3 STIM1 GOLM1 KIRREL1 DLC1 RAB7A LIF POPDC2 FAM219A NDOR1 ATP1B2 AHDC1 TESPA1 TPRN STK32C IL12RB1 ITGA7 SEPTIN9 IQSEC3 FAM193A NFIC MAPK3 SYNGAP1 NKD1 BARHL1 PKD1L1 ATAD3C FGFR3 AP1M1 GJB1 ISG20 DNAJC14 FURIN NECAB3 PDE4C ELAVL3 ENTPD1 CEP170B CMIP TFE3 NFIX IL24 IGF2 ARFIP2 DNAJB5 ZMYND10 SRRM4 TMCC3 KIF21B QKI RABL2A SCRT1 KCNAB2 KIF3A ECM1 EPHA8 POU2F2 PLCH1 TSPAN11 WDTC1 HIVEP3 PHF21A SSBP3 CHKB PRKACA FAM104A RXRG ZNF821 SLC6A11 ARHGDIB SORBS3 SMURF1 SEMA3G RABL2B CES4A DNAJC5G TMEM104 BAHCC1 SCNN1A WNK4 KCNK9 NOVA2 AGPAT1 DELE1 CCDC97 HIC2 RAB36 MDFI P2RY11 REEP2 TTC9 SLC43A2 NCS1 FCHSD1 SRF IQCK SKI PHOX2A HSPG2 CCNT1 PBX2 CD48 CACNA2D2 GIT1 HBEGF PPP1R9B ARF3 GNAO1 ZNF609 DLK1 HOXB6 IFFO2 ANKRD34A S100A1 TMEM242 CST4 C16orf46 ATP2B2 HPCA AMIGO1 TNS4 GLIS2 MECP2 FLT4 CYP2W1 JUP GAP43 PHF23 NOS1 HYOU1 RHOF COPS6 MKNK2 FZD8 CDC42BPA PLAGL2 CASR MEF2D NR5A1 SOD3 PRELP SLC24A2 CELF5 FKBP1A FBXO41 PAPPA2 PHF12 NPTXR MGAT5B DNAJC22 SMARCD1 GNG7 OLFM2 ANKRD13B DHCR24 CCDC103 ARL3 TMEM63B CALN1 TRIM35 MEX3A FASN TNRC18 PRDM2 EFNA5 CNTN2 ADM2 PPAN-P2RY11 TIAM1 DIRAS1 PCDHGA12 SZRD1 IQSEC2 KMT2D INTS3 AATK REXO1 H2BC21 B3GNT3 FCER1G PPP1R11 RUNDC3A TTYH3 RNF126 MEOX1 RNASE13 SH3PXD2A VAMP1 DCBLD1 LAMTOR1 VSX2 PADI1 ATXN7L3 SLC7A1 MDGA1 NTSR1 ZBTB9 SH2B1 RIMS4 FXR2 BHLHE40 CHRNE TBX6 MAPK6 FRMPD1 BAZ1B ENTPD2 SCN2B CLCF1 KCNA6 POU2F1 ZSCAN23 EPHA1 WDR26 MIR2113 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2113 CASTOR2 SIX4 CRH ADGRG6 PPP2R5A GOLT1B MBNL3 CBL HOMER1 CHST4 RALGPS1 NCBP1 PMEPA1 SPSB1 TBR1 JADE1 ATF2 SEC14L1 MOB3C SEMA6D ABR RNF139 TBPL1 FAM20B BICC1 PLCB4 DUSP16 GCC1 AHDC1 ADAM23 CCDC88A SUZ12 FMR1 EIF4G2 GPR161 CREB1 FGD1 BRCA1 PIM1 RAD9B PON2 WBP2NL GTDC1 SULF2 MYH2 ZNF559-ZNF177 RABGGTB CPM SGIP1 COL3A1 ROR1 LHX1 ACSL1 SORBS1 MAP4K3 E2F5 KLHL13 NRXN1 NCOA2 KCNQ5 CHUK FRMD3 ZNF385A PROX1 FGF13 PIK3C2A KIF21B ZNF585A MXI1 IDH3A LRCH1 ARID4B RBKS GOLGA8A ZBTB18 ABCC9 LYST GLRA2 E2F8 POU3F2 OSBPL8 ADGRL4 ADAMTSL1 CASK DCUN1D3 MYH1 NRK FBXO33 PEX5L KCNB1 NAV3 FBXO8 HIP1 STARD3NL KDM3B STRN3 MTOR TAS2R20 NAA15 TSPAN5 RICTOR PKN2 ATL1 RIPOR2 THSD7A MID2 GABBR2 APBA1 PIK3CA TRPC3 COL10A1 FAM160A1 TRIM9 NAMPT CLEC5A ZNF37A ADGRL2 SLF2 PURG ADRB1 RAB23 STK3 TMEM70 ZNF697 MDGA2 DIP2C GOLGA6D CHFR ZNF521 SHC1 UBE2D2 BTG2 POGLUT3 LITAF TRHDE SGCD ADIPOR2 IGFBP3 SLC17A6 FCHSD2 EPC1 SYT1 ANKRD12 SH3KBP1 TRAK2 CERT1 RTN3 FAM210A GOLGA8B TRIM2 SYT13 SLC12A5 RIN2 MBD6 PDXDC1 MYO5B KIF16B FANCB WDR44 RBL1 MED26 MBTD1 CLOCK KCND1 CAMTA1 USP44 SYNPR KLHL29 CPEB3 DNAI1 AGO1 LIN52 RDH11 NBN GLYATL2 STK26 ARSD SORCS1 GRIK2 CDH8 HECTD2 HIPK2 PTBP3 RNF103 ITGAX FYB1 EBF2 USH2A BBX CDH2 MYH8 ZFP36L2 SIK2 SYNJ1 STAM2 B2M PPARA GABPA EIF2AK3 FN3KRP SCN2A TMX1 MARK1 USP15 ANGPTL7 ACTN1 PPP1R11 CNTNAP2 GRM3 NOTCH2 ELL2 RNF38 THBS1 CCDC6 WDR7 EBF1 RELN UBE2D1 GOLGA6C AIG1 GOLGA6B SATB1 LAMB3 OMG CACNB4 PHLPP1 EMC7 WWC2 KCNIP3 TNKS INO80D MPRIP GOLGA6A IFNL1 MAB21L2 SNTB2 ERBB4 YES1 TUB RFX3 KIAA1522 FBN2 SLAIN2 USP32 PPTC7 RTL4 KAT6A SCAI ASXL3 DSCAML1 SOCS1 ATRN LRP1B PLEKHA5 CDS1 SOWAHC CSDE1 ANKRD27 HAPLN1 KIRREL3 PURA SFMBT1 MIR10522_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10522_5P TMEM170A ZKSCAN8 PPP2R5A GAB1 TENT2 PALM2AKAP2 ATP11C REEP5 NRP2 DSC1 PCDH20 A1CF VANGL1 HNRNPR FAM13A CYSLTR2 GFOD2 EPHA3 MRPL19 PPP4R3A AKAP11 R3HDM1 TJAP1 TINAGL1 RNF139 FAM234B FUT9 GALNT13 CADM2 DOCK9 VDAC3 PIK3CG INPP4A PPM1A IP6K2 PPP1R2 POLR1F MAP7 FAM107B CTDNEP1 UBAP1 CA10 ITSN1 TRAPPC3 MKLN1 FHIT GUCY1A2 NDUFC1 SORCS1 ATP10B IQCJ-SCHIP1 CEP120 ABCB5 BIRC3 USP25 PDCD6IP LRRC8B TENM1 DEPTOR RIPOR1 CCDC39 API5 CISD1 LHX8 CRY1 RBSN INTS6 SMAD4 HPSE CLDN1 CD8A MAP1B ZNF674 BCAT1 ZFP69 ZNF184 PPIP5K2 OSBPL8 H1-8 RIMS3 BHLHE22 PHACTR2 DUSP6 APOB IQGAP2 PRPF38A RAG2 CNGA1 ZNF12 NAP1L3 UBXN7 NCOA4 ROCK2 LPP ASPM CD209 RBM41 CGN PEX26 RASGRP1 LCP2 STAU2 SLC1A4 DAZ3 ZFHX4 CLEC3A KATNAL1 ZNF705A PPM1B NFAT5 DDX21 COLGALT2 GPR22 FGF13 CBLB SUCLA2 SESTD1 TAS2R14 DPY19L4 ZNF697 OR11A1 PTPRK GOLGA6D ARMCX4 GNPTAB TRIM5 POLR3F TRMT61B NHLRC2 TMEM35A NEGR1 ARF4 STXBP6 HPSE2 GPR155 C3orf38 C5orf24 LRRC39 PEX2 LCOR SCN7A SPOPL ZEB2 WAPL MROH1 PPP2R2A WDR89 ZFP36L1 ZFC3H1 ITGB8 MAT1A WIPF2 ADH6 PEX3 FZD3 BNC2 RORA LIMA1 ANKRD44 KCNU1 PSMB4 PKD2L2 MYBL1 MINDY2 CEACAM7 KRTAP1-3 IKZF5 CDH6 FYTTD1 SEMA5A FMC1-LUC7L2 FSTL1 CSMD3 SPTLC2 CSRNP3 RBM4B VGLL3 TMPRSS12 ZNF451 FTMT ATXN7L1 RAB39B ACTR6 PLEKHA8 KITLG MAPK9 RAB1A ZIC1 ZCCHC4 USP15 ZNF705D SPTY2D1 C12orf29 CCDC34 ZDHHC21 ZNF705E ITGB1BP2 PLXDC2 PDLIM5 GLO1 MEF2C STON1 MAPK8IP2 GOLGA6C SETD9 ENDOV FGL2 EPHA7 TACSTD2 RIC8B RSBN1 CDH18 AAK1 ZNF585B EMC6 BMPR2 INO80D RPP30 POLH OR7A5 SLC5A8 PCDH10 ARHGAP28 DNPH1 MAPK6 TFAP2A USP9Y VCPIP1 IQCJ ZBTB41 CCNC MVB12B LUC7L2 CFHR5 IMPACT FBN2 DR1 ZNF224 EXOC6B ANAPC7 APPBP2 KPNA4 IFNE C12orf77 IL1A MYCT1 MIR520F_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520F_5P ITGA4 CALU BPGM EFHC1 AGO3 CDC27 GNAI2 SLC50A1 RPAP3 UTY RELCH SPATS2L KCTD7 SRP9 NCOA7 ASB4 LRP8 BCL2L11 LIMA1 ETFBKMT SOAT1 INSC QKI MCTP1 HMBS SIM1 MED21 ALCAM ANKRD13A SALL1 PRPSAP2 ZNF3 CTNND1 CADM1 C16orf54 PLPBP CR1 ZBTB20 REST PPIL1 GDF2 JARID2 SMAD5 GAD1 GIPC2 MAP7 CDH8 LYSMD4 CYLD PTGDR FAXC TWIST1 E2F4 IQCJ-SCHIP1 NABP1 CPOX METTL6 CACHD1 TRIM32 DNAJC22 MXD1 LBX2 PVR NDUFA4 ZKSCAN5 SUPT3H ABCG1 KIAA0232 GAL3ST4 SLC38A1 GPNMB ZNF470 CAAP1 DHX33 FHL5 PAPOLA MAPK10 DBT LSM5 SLTM SAXO2 TMPO RC3H1 CDIP1 NUP214 GAREM1 PRPF4B NPR3 GABRA4 PMP2 ETFDH TRA2A NECAB1 ZBTB18 LTA4H MRPL9 ZEB2 SHISA9 HTR1F LRP2 DENND5A TMX1 CASK RDH12 PMM1 RNF175 TSTD3 DTWD2 PSTPIP2 CCDC186 ARHGAP39 SLC4A8 LSAMP GNG10 GPR132 HABP2 MEF2A ADAM10 C16orf72 PSMD12 FEM1C SPIRE1 TAT CCDC6 ATL2 UBE4A RTKN2 EPS8 FXR1 ATP10D GRIA4 YPEL1 AIG1 SLU7 ING2 KMO FABP2 MEGF10 RAB8B RB1 VWA5A ZNF592 CCDC71L CXXC5 CDC25A YTHDC2 PFKFB2 YAP1 SLC25A24 GLT6D1 KLF3 SMAD1 ERCC6L2 TMX4 TMEM241 PCLO AKAP8 DPH6 TMEM209 PLPPR4 CDC26 GCNT4 NOVA1 ZBTB41 NHLH2 NUDT11 MSANTD2 PLSCR5 C1orf52 USP9X RAB27B SMARCE1 PPM1L ING3 KCNC2 TSPAN12 LGR5 PSME3IP1 C3orf38 PHLPP2 CCDC8 OSR2 TMPRSS11E SEPTIN6 PPP1R3E LYRM7 DNAJC25-GNG10 CPEB2 MPLKIP EXOSC6 TBX2 MTFMT GRIA3 SPNS2 ZMYM2 TECRL RASAL2 MIR3140_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3140_3P MBTPS2 PAK3 GOLT1B TMCO1 MCFD2 LPAR1 RBPJ C21orf91 PDK3 RPS6KA5 ASAP2 PURB MED21 PRPF40A KLF12 CTNNA2 TSPAN9 SNX3 SLC35F1 THUMPD2 GALNT3 XIAP PRDM5 LAMA3 CR1 MME TENM1 PPP4R3A CDC37L1 KIF23 RBM12 FNIP2 MIER3 AQP4 TMEFF2 PTGDR WNT2B CCNG1 PSG5 PDE1C ATG4A GGPS1 MXD1 AMFR PIEZO2 PCNP KL ZFX MPP1 STXBP5 EGR3 VTI1A ECT2 SLC16A12 CAAP1 SYT14 GRM5 STXBP5L RB1CC1 HS3ST2 GUCY1A2 FAM217B CAMSAP2 DCTN5 C1orf21 CCNT2 TLCD3A TTLL2 C2orf69 RCBTB1 ARID4B CAV2 COL4A2-AS2 MAGI2 INTS6 IGSF10 AEBP2 COMMD3-BMI1 PAK6 PI4K2B CEP135 PEX5L KCNB1 GFRA1 CYBRD1 ZFP42 PHEX NRG1 JAM3 VPS37A ZNF34 OSBPL1A TTC1 KRBOX4 TENT5D CD55 DNAI4 TM4SF20 YIPF4 CTNNA3 RBM26 EPB41L1 SH3BGRL SARAF VPS35L UBE2N PRKX PACC1 RPGRIP1L ATXN7 AFTPH RAB23 KLF3 SON RGS13 C4orf3 RHBDD1 CDK15 SGCD AKT3 BICRAL NNT GABRB2 PPP1R3B PSMD11 SLC9A4 UNC5D NEGR1 SLC2A1 DAZ2 PHF8 WDR26 TRIM2 ST18 TENT4B CDKN1B C6orf47 ADGRL3 ANO4 GPR137C AKNAD1 ZMIZ1 ASF1B XKR6 MCF2L MBTD1 ACSL3 FZD3 SEMA6A GLRA3 UBE2O LPGAT1 FBXO28 TULP4 ELK4 ELMOD2 CROT SLC24A2 MINDY2 RNF128 AP2B1 PAN3 GINS4 ARHGAP26 CDH6 SEMA5A NR3C1 CDK6 MAP3K2 ARHGAP42 CCNE1 C2orf49 MRPS36 PCGF3 AVL9 FAM3C LSG1 ZSCAN12 ICA1L GRIA3 IGDCC4 TMEM201 KLF5 SHC3 ZFPM2 CSTF1 SYNJ1 PCDH17 ZSWIM6 LHFPL6 RBMS3 VSNL1 IFT57 ASH1L UBLCP1 CBFA2T3 CHMP1B RTL8B ASPH PTPRT MOSMO ELL2 KHDRBS1 FMO2 SNX18 RSBN1 PTRH2 WWC2 SEMA3C TAB2 DYRK1A FEM1B KCTD4 BMPR2 KCNQ3 KCNIP3 UNC13A E2F1 PCDH10 OPCML APOL4 RNASEL DISC1 HECTD2 CREBRF SLC6A6 GRIP2 NCOA4 RORB GOLGA3 ASXL3 TMEM167A ZC2HC1B ZNF721 TCF7L2 TET1 MIR205_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR205_5P ESRRG KPNA1 BTBD3 MMD SLC25A21 FAM114A2 KLK12 PTPRM ZEB1 BNIP5 DMXL2 MGRN1 CDC27 RBM41 CCDC141 FZD3 SIPA1L1 DSC1 PROX2 VEGFA C9orf153 RORA ETFBKMT QKI ZIK1 ANKRD50 PPP2R2D SEPTIN4 PAX9 RTN3 CADM1 TNFAIP8 TBC1D26 ETNK1 KAT2B LYSMD3 MTF1 ADAMTS9 ZBTB20 MINDY2 SLC35A3 SLC25A31 CMTM4 ZFYVE16 SORBS1 AKAP11 CDK19 EVA1C EPB41 SLC35A1 RBPMS2 LRP1 SELENOT TP53BP2 AMOT BICC1 TNPO1 CSF1 ZNF606 CALCRL CALU PTK7 VAPA DLG2 DCT RAP2B MAGI1 GXYLT1 MAP3K13 SLC35B3 INPP4A NKD1 SH3GL3 PLCB1 RUVBL1 CFL2 GLYATL1 EZR VTI1B PSD3 CAMSAP2 AXIN2 TBX3 FAM122C SUSD1 ADGRE2 NEU1 HS3ST1 SCYL2 CDH11 ACSL1 NIPSNAP3A ERRFI1 E2F5 MOB3B LPCAT1 MGA CDK14 COX20 MTR GPM6A AK4 MORF4L2 PHYHIPL SLC19A2 CCDC80 RNF4 ROCK2 MSI2 ZNF652 NR3C2 RAB11FIP1 RCBTB1 LIN9 LHFPL2 GABRA4 RBM47 KANSL3 SATB2 PROX1 MAGI2 STRBP SMAD4 CLTC TASL PPP1R15B ANKRD22 RAB3C ERBB3 HSPA13 ABCD1 SERTAD2 GOLM2 CHN1 SPANXN5 PRKCE CCT8L2 TAPT1 FBXO33 CCNJ SGMS1 SPRY1 C12orf29 LAMC1 MOSMO EPPK1 NOTCH2 HSPA8 GPC6 ATP5MC3 CCM2 PJA2 CLDN11 AP1G1 EEF1AKMT3 RUNX2 CPSF6 LCOR HSF5 TM9SF2 SNRPF SPANXN1 INPPL1 C11orf86 NACC2 ALAD B4GALT5 NECAP1 KDM4B FRK JADE1 YAP1 PDE3B NAA30 RPS6KA3 DSC2 AAK1 MICAL2 DHFR HERC3 SBF2 STK38L AFF1 SMAD1 NFIB FOXF1 EFNA2 ERBB4 SLC30A8 MARCKS NSF PTPRJ DUSP7 TOR1AIP2 HSD17B11 ENC1 ZNF655 NAA25 FBXO22 TRAK2 ZHX3 TPR ENPP4 RHPN2 EXOC6B LRRK2 TAOK1 CCNY KY AP1AR PCNX1 JADE3 SPINK13 CPEB2 P2RY1 CLOCK AFDN SECISBP2L ZNF800 NFAT5 MTMR10 SLC4A4 COL4A1 LRP6 MIR214_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR214_3P CXXC5 BTBD1 DMXL2 DBNDD2 CBL MAPK8 BAX GALNT18 PCDH20 PYM1 FGF14 QKI KBTBD2 GPN1 PURB CAPN11 CACFD1 USP20 KCNC2 HPSE2 INO80C PHACTR3 LSM12 ZBTB20 CRKL LHX6 CMTM4 PDE11A CPSF4 IPO7 NEO1 ATG16L1 SMYD5 PGF ZBTB10 IL17RD SLC25A25 ACVRL1 TBL1XR1 IKBKB CSF1 NEURL1B MEAF6 COP1 MLLT10 DBNDD1 RPUSD1 PIM1 DLL1 KMT5A MTA3 BCL2L11 DUSP15 STK32B RAP1GAP2 YWHAZ FAM110D FGFR1 VSTM4 ACSL1 MAK16 FBXO32 LUZP1 USP46 DHRS12 GLOD5 KSR1 SARM1 AKAP13 COG5 SIGMAR1 PDE5A BCL11A KIF7 IPO11 SLC23A2 EXOC2 GSK3B RC3H1 PROX1 PTER GNAL JAKMIP2 PLXDC1 USP24 SLC36A1 PLA2G3 TSPAN11 IGSF3 PID1 FNDC5 UBL4B BRPF3 CCDC103 RNF169 RIMS3 PPP2CB TMEM33 RAPGEFL1 GPR85 GFRA1 NFATC2 ZFHX3 RHPN1 RCSD1 NAA15 TRAF1 MMS19 ZFAND3 ZNF710 PRR23B ATP2A3 SLC25A39 SLC8A1 VAV2 OPRK1 TMEM248 GPR6 MAP3K4 ATP6V0E2 AMMECR1L SNX12 CPEB4 IRS1 PRR14L EDF1 MBLAC2 RALGAPB ATP8A1 DAGLA PPM1L DOLPP1 VPS53 KCNC4 NMB CPEB1 C1orf226 PPP6C MECOM CTSS WDTC1 PCMT1 GCC2 ARL2 TNPO1 JPH1 ZNF609 KRTAP4-4 GALNT7 PARP16 MTM1 TMEM86A TAOK1 PHF6 MTMR3 SOX8 PELI3 CREBL2 EXOC3L2 ERFE RPIA HR MYO1D SEC31A ATP8B2 ITGB8 CTNNB1 KPNA1 SOGA1 TANC2 PLAGL2 CERT1 MLXIP HMG20A FBLN5 PDLIM5 MAPK1 CLSTN1 GATD3A RAB14 NECTIN1 TAFA4 CHD2 CBX2 MED19 PHF20L1 C17orf49 PAN2 TMEM43 NOMO3 FAM20B HMGN4 F8 RUBCN ERRFI1 RGS22 RBM34 CELF1 TMEM161B KIF21B HMGN3 TRAF3 BTAF1 ST6GALNAC1 UBE2R2 TRA2B CLASP1 BAZ2A LRP2 ALPK2 RFX7 NAA50 SEC24C PGGT1B CNIH1 PIK3CB UBE4A ARID3B MPI SPTBN2 RAB4B NFIA CEP44 KIF13A MFN2 GDNF GARRE1 PCLO ZBTB39 SCAMP4 CBR4 NSD1 TGOLN2 USP3 OXR1 NUFIP2 TWF1 ZNF214 ADSS2 LARP1 MIR6878_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6878_5P PCDHA2 PGPEP1 MAX SLC8A3 PDPN BVES OSBP2 NEDD4L CTNNA1 ADAM19 ARL4A PGBD2 SEPTIN10 PRPF40A KLF12 CTNND1 PHF24 ZNF605 UBASH3B MYEOV FABP4 SUMF2 GPATCH2 ATP1B2 GCC1 TESPA1 ABCC4 NFYC SCN3A TP53INP2 SESN2 SP1 ZCWPW1 MXD1 LILRB4 PRSS27 GABPB1 BOLA2-SMG1P6 PCDHA12 B3GLCT SERPINA9 MAK16 SYT14 RABEP1 SLC1A2 PTPRC BPTF GRIK5 SRRM4 DAB2 RASSF8 GAREM1 DCLK1 ATP7B PCDHAC2 SF3A3 GNGT2 DDX6 SEPTIN8 MTCH2 MYOCD POU3F2 PRRT2 MPZL1 KCNH4 MTSS1 GAGE1 USB1 PCDHA10 ATG16L2 TSHZ3 HIP1 ZNF225 KIF3C ZFHX3 TRAM2 MDGA2 GABARAPL1 RPRD1B SEC31B DIS3 TCAF2 STARD9 DCAF12 SPRY4 SLC8A1 CNOT4 KDM5B NETO2 DMP1 NCCRP1 WDCP HS3ST3A1 CD34 NAMPT EGFR BTG1 ZNF275 PCDHA5 NFAT5 SNPH FBXL7 POGZ SLC20A2 RNF39 WNT1 NAV1 SIAE FRMPD4 MPPED2 FZD7 FRMD4A PPHLN1 PCSK1 PCDHA9 CDK15 KHSRP TOB2 PSG4 CTCF ATP13A3 CELF3 PELI1 ICOSLG VGLL3 SMAD2 SMIM21 PSG1 AKAP6 CTNND2 ERMAP PCDHA3 UMAD1 SYT6 E2F2 SHISA7 ZNF391 PCDHA6 FAM126A INSL5 EZH1 STX11 TBC1D8B TBCEL ABHD2 XPR1 PTPN9 PCDHA13 NECTIN1 RAB6C NOTCH2 ZNF19 MITF TMTC1 CXCL17 NEDD9 YIPF6 NIPSNAP3A GAGE12D CALN1 GASK1A ARPC2 GPR158 PRR23A FRMPD3 NCOA2 STAM2 MYRF ZCCHC14 TMTC3 SLC17A8 PBX1 PIKFYVE PCDHA11 MARCKSL1 FOXL2 BAZ2A PCDHA7 PCDHAC1 CSTB SDF2 TNFAIP8L2 PCDHA1 CLTA EBF3 PRR23C RAB6D TIGAR MAN2A1 VWA5A WDR33 NEBL LURAP1L AAK1 NIPSNAP3B INO80D HS3ST3B1 SEMA4G CHPF ST3GAL2 CNTN5 GOLPH3L SLC16A2 HNRNPL STRN UBQLN4 CORO1C PCDHA4 PAK1 DDB1 C16orf71 CCDC114 FOXL2NB CHORDC1 GIGYF1 IMPG2 GRIN3A FAM117A IQGAP3 ZNF800 LARP1 MIR4524A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4524A_3P MDM4 DMRTC1B CRYZ NME6 C17orf102 LPAR1 ARHGDIA PRNP CFLAR LAX1 TNFSF8 WAS PTPN22 ADAMTS2 GDAP1L1 ZNF630 IPO7 FCAMR ZNRF2 STIM1 SLC12A3 NFATC4 NDRG4 DHX15 DYDC2 ASH2L CDIN1 SRGAP2B NTS GPR65 TVP23B C14orf132 ZNF706 YPEL2 GPM6B ZNF562 LINGO2 KIN SLC35D1 SFXN4 STIP1 DGKI KDSR CPM RPL7L1 VSTM4 KCTD10 ZC3H13 MBNL1 EYA3 ASTN2 SPAG9 ARL4C SLC39A3 CA13 TNRC6B HERC5 LDLRAD1 VAPB ORAI2 MFF HLA-C AMOTL1 SRRM4 BCL11A CIP2A SYNRG DNPEP TBC1D10B CXCL12 BRSK2 MRGPRX2 MGRN1 PRSS16 PIP4K2C HHEX ABHD18 SGPP2 ACE2 AFDN XRN1 C1GALT1 C3orf70 CASK ZDHHC9 BORA LPL RAB3B TOR1B STX6 CHSY1 TRAPPC2 MAP3K11 FAM72C JMJD1C MFAP3 ZNF34 ASXL1 ERC1 SPRED2 YWHAG PLEKHM3 CASP14 ADPRM RASGRP1 RNF114 CD93 CCDC50 TUT4 ZNF623 S100A7A TBX10 CCDC97 MYO18A NDUFA2 CCDC15 MCPH1 EML4 FAM155A TOP2B SLC5A3 ANAPC16 TRAF6 ADH1B ZMYM3 CDH10 CCDC32 GTPBP1 CLCN5 ZC4H2 TRIM5 SQSTM1 INSM2 LAT2 ARID1A STK40 SEL1L ATP6V0D2 DYNC1I1 KRT73 AP1AR SPOCK1 ZDHHC22 DCAF11 STOX2 SYT6 PNISR ACSL3 FAM72D LPAR3 SOGA1 DDOST LYPLA2 EPB41L1 MDH1B MPZL2 CSMD2 MAP1A GLTP OTULIN ZNF662 NR1D1 SLC24A2 ZNF614 DERL2 LIN52 HECTD2 TTC19 CALCRL ADM TPCN2 UBL4A ZNF844 ZNF711 GNG7 DCK TEF ZDHHC3 GPR158 AWAT1 GALNT10 SERAC1 CXCL11 ASH1L SNAP29 KLHL26 NLGN1 ZNF621 HLA-B USF3 EEF2K ADH7 SRXN1 RUNX1T1 HLA-A SUSD5 CNOT6L RIMBP2 PPBP EBF3 AP000708.1 PLXNA2 UBE2S GPC4 S1PR1 KCNJ6 PICALM MSR1 PDE6A LGALS3 ARHGEF39 MSN DSC2 AAK1 SBDS HEPACAM TGS1 NFIB INO80D IKZF3 BSN ENGASE CLASP2 DMRTC1 LENG8 OLA1 DUXA APC NEUROG2 ICA1L FKBP14 TRPV3 MIR4703_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4703_5P PIAS2 PCDHA2 NR2F2 DENND10 NEK1 TFEC ABCD2 MAG THAP1 FAM98A ZIC4 TNFRSF11A OTOGL RNF24 TCEAL9 SIPA1L1 SCN8A GPM6B RSPO2 PCDHA10 GUCY1A1 CLIC4 LRBA CMPK1 ANKRD44 ZDHHC23 YIPF5 THRB NHLH1 DLX1 IREB2 WDR41 TUT7 BACH2 RAB11FIP2 KCNN2 HNRNPR TRPS1 BBX SLC35F1 ABI1 HIGD1A GPATCH11 NFAT5 KCNH5 PLEKHA5 NCOA1 HS6ST2 KDM6A TGFB2 CRISPLD1 STEAP2 BCL11B APPBP2 CD302 APC C9orf72 RAP1A TAFA1 STK26 FAM135A PCDHA13 PDZD8 TNPO1 CCNG1 FUT9 CCDC190 SRGAP2B UNC5A SNX16 ZFAND1 ZIC3 ANKRD33B MOB1A CALCRL CALU HCN1 RAP1GAP2 PLAG1 CDK6 PPP2CA RO60 ANXA2R B3GALT2 MRPS30 MARS2 ABCD3 UNC5C SKAP2 MARK1 ZPLD1 LY75-CD302 PCDHA12 TOX3 SLBP AGAP2 ZNF510 CDH11 FAM3C ZNF536 PKP4 ZNF514 WSB1 CAAP1 TOGARAM1 PARP8 PCDHA9 ELAVL3 CALN1 ARAF ELAVL2 SPATA22 SMARCAD1 RBFOX1 COX15 HNRNPD TMEM97 DCAF5 NDNF CCDC80 SFRP5 FSIP1 DUSP4 GPR85 PEG10 VSNL1 DOK6 PCDHAC2 SACS PCDHA11 OR51E2 CCNL1 B3GALNT2 BHMT AMMECR1 ABCC9 PCLO COMMD3-BMI1 YTHDC1 CLASP2 GALE C15orf40 IL2RA PCDHA7 LCLAT1 PCDHAC1 ASPH HTR4 SLC20A1 LCORL STAB1 PPP6R3 SLCO3A1 PCDHA1 HS6ST3 ALCAM IL17RB NAA15 PCSK6 ZNF420 VPS36 PTP4A2 YWHAG RAB11A GCG LARP1B RUNX2 E2F7 PCDHA6 PTPRG UGT8 BNIP2 INTU CREG2 TXN EIF2S1 ZNF264 RB1 ACTC1 MSR1 PHF13 C14orf39 DNHD1 TP53RK PCDHA5 ULK1 SRGAP2C UBE2B AFTPH FOXJ3 TPM3 MED6 PTAR1 TIMM8B MAFG PPIL4 SMAD1 CTNND2 DNAJA4 KMT5B PLEKHA3 TRIM43 ENTPD3 ELOVL2 RASAL2 CLVS1 ABTB2 GFM2 MARCKS PRKCD PHIP TMIGD1 MSANTD2 TNFRSF11B PLEKHG3 DUXA SIPA1L2 ERAP1 PCDHA8 PCDHA4 VAPA FSTL3 LRP2BP CXCL16 MAGEB18 RNF212B PHETA2 EXT1 TRIM43B CACNB2 PCDHA3 GLYAT ZMIZ1 TCF21 SPIN1 RIC1 ZSCAN23 ETV1 POPDC3 MFSD8 QSER1 TTC5 TET1 MTMR10 GPR37 ITM2A MIR6859_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6859_5P EXOC6B CBX3 CTNNA1 NCOA5 TMOD2 HDAC9 KPNA3 MIER3 CREB3L2 AMER1 SPATS2 RAB18 SC5D HNRNPR ZDHHC3 DDX17 SKA2 C1orf198 PLEKHB1 TMEM126B CSNK1G3 ATE1 ITM2B ELAVL4 CNR1 ESRP1 GALR1 HAUS6 CDIN1 MYADM GPATCH2 EEF1AKNMT STAMBP TP53INP2 TRA2A AR PPM1A PRDM1 ASTN1 CYRIB PRDM4 SLC26A1 RALA KRIT1 SCUBE3 GANAB RBBP4 STXBP5 ARID4A RCBTB2 NMNAT2 BTF3L4 RAB31 EGLN3 KLF8 FSD1L LMAN1 BAZ1A C4orf33 ZFYVE26 DLGAP4 RABL2A RC3H1 KIF3A FBXO45 POGK WDR36 CDH12 CLDND1 SETD4 GATA4 CEP135 USB1 AP3M2 NEBL NAV3 ESYT3 GCFC2 VPS37A RABL2B PDE1C F9 KRAS DLG2 SMG7 DDX52 SDC1 LY75-CD302 OR2L13 ITCH HNRNPK ZNF264 KLHL31 KTI12 CAP1 LMBRD2 ATF7IP SEC63 KATNIP HERC3 FNDC5 MMACHC ELFN1 DDO FAM120B TBCA ALDH5A1 TCP1 KIF5B GNAQ TTC14 GPLD1 ZNF609 WDR19 NRCAM RNF212 CEP350 AGL RNLS BUB3 IRF9 PANK3 EPS15 TEAD1 ALDH1A3 AP1AR CCNT1 ZFP36L1 CBLN4 ITGB8 RASAL2 CD302 MTMR10 KPNA1 XPO7 HOXB2 RARB LCE2B CTTNBP2 HIF3A TOR1AIP1 DOCK5 LRRC27 STYK1 MACO1 ANK2 NUP98 HLA-DRA DCX UNC5C TPRG1 SUSD1 TSPAN6 ARL3 ATP8A1 STK35 ZFP36L2 GFRAL ANO6 HELQ VWA5A DYRK1A DEFB132 HDGFL3 MAN1C1 SPTLC3 SUFU POLQ ZBTB20 XBP1 FAM98B USP49 MN1 SEC22B C11orf87 DEPDC4 GLDC CRADD LMBRD1 SNX25 PM20D2 CFL1 RBM20 OGA INO80D TDRD1 PI15 SLC16A2 PDCL3 ZBTB41 TRIM8 IMPACT ARHGEF35 GDPD1 RABL3 RNF212B ACVR2B CAMK1D TSR2 TLL2 ERCC1 ARMCX1 OTUD7B STK39 TMEM19 C17orf67 MIR7157_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7157_5P CENPL RHBDL2 GAB1 MEF2C RINT1 CD1E SLC39A10 ITPR2 DNAJB4 ASB4 TREM1 SPATA13 TSHZ2 ETS1 PEAK1 DCUN1D4 HNRNPF JADE1 BCL2L11 RRAGA BTN3A2 TGFBR3 TMEM74 GLT8D1 ETNK1 SMPDL3A MYORG ITGB1BP1 EPHA3 ZBTB20 SEPSECS ZNRF2 YAP1 MIEF1 E2F6 SPINT1 FRS2 ADK NR2C2 FAM122B ATP1B2 KLHL21 C19orf12 WDR20 CREB1 DPY19L2 DLL1 ZNF571 MBD1 ARMCX3 DPYD FGFR2 GPRASP2 RORA PRR16 PML CBFB CDKL4 CUL5 MYT1L PLS3 ZBED1 PRKACB TMEM176B CDYL2 MAPK9 FNIP1 LRRN1 ZFYVE28 ZBTB21 CNOT9 ZBTB18 WASHC5 TPM3 TRIM71 DCDC1 ANKRD6 PPDPFL ANTXR1 USP10 CHD6 LDLRAD4 VAV3 GNL3L GPR85 RNF19A GORAB MCC RBCK1 KIF21A SETD5 PJA2 ZNF704 KDM5B KDELR2 KLHL9 TTC37 RBM24 PPM1B NEDD4 PPM1E BTN3A1 VDAC1 ABCA5 SMURF2 SRSF11 ANO3 PDE3B GMFB ARGLU1 MAP3K9 BTLA WDFY3 APOA2 FGF12 PPP6C DCDC2 RAB3GAP2 BCL11A PDE4D CRYBG1 WNT11 TSPAN12 GPCPD1 YTHDF1 STC2 ADGRL3 ZNF407 DCTN6 PHF6 SYNDIG1 KIF23 TCEANC2 PPP6R2 SLC35G1 MED26 DCBLD2 GOLGA4 TBKBP1 SLITRK4 TARDBP CDC42BPA SCN8A MAP1B RAB11FIP2 ELK4 TMEM14B GKAP1 MINDY2 SLC25A31 BTBD7 TNPO1 TMEM132B NSMAF NF1 FRY KATNBL1 RUBCN USH2A DLEU7 ATXN7L1 APPL1 RNMT TENM3 ASH1L KITLG TMEM30A RLN1 PPARGC1A ST13 HDGFL3 RNF38 CDK6 PF4V1 FDX1 KHDRBS2 LSM8 SLC9A2 HSF5 ANKIB1 FXR1 EPHA7 PRKAB2 DICER1 DYNC1LI2 TNRC6B HIF1A MFN2 LMBRD1 INIP KMT2A NEDD9 FEM1B USP42 PDCL ABCB5 HECA PTPN4 RAB33A CAB39 CYP2C19 UBE2Q1 WNT2 HOXD9 VWA8 LIX1 AMOT POU2F1 SSH1 LRRC4 CRYM PRKAG2 UBP1 MIR323A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR323A_3P SLC9B2 IFRD1 ATF1 BTBD3 ZNF148 GRIA2 PDE4B FERMT2 SEC23B PRR13 TMEM183A CDC27 CUL2 CA2 FBXO3 HIPK1 MTMR2 TMEM25 SLC4A7 KLF11 CDC42BPA PGR LPAR1 LCA5 FBXO28 RORA ZDHHC23 EPHA5 WDR45B SIM1 PTPN2 UBAP2 PNMA2 ST7L NIPBL GNAI1 LRRC42 SGK1 TRPS1 EIF4G2 AUTS2 TRIM22 SGCE FLRT3 HTR2C DNAJC6 SYNJ2 LMO7 MSL3 UBASH3B CASP8AP2 PTPRK SYNE2 RBBP6 INTS7 GAD1 DAB2IP FAM135A PTPN9 NPL TBL1XR1 SDHC TMEFF2 RBM5 WDR44 TM9SF3 ATP11A SH3GL3 FAM13C APP FAM221A GGNBP2 KCNQ5 ITPR3 IKZF2 RAP1GAP2 MAP3K2 CDC14A TNFSF13B ZNF608 SPTLC2 PBX3 NDST3 SEZ6 PHF14 KCNMB2 TMEM168 GCLM ADGRL3 NPAS3 PPFIBP1 GJA1 MKLN1 COA1 RBM27 SNTG1 EMSY GABRG1 UBE2K PDCD6IP AGPS SAMD12 VAPB FMR1 APPL1 USO1 ROCK2 GCA NEK4 C2orf69 TMEM183B GJB2 CHODL PTH2R FNDC3B PRPF4B VSNL1 LRRN1 ELF1 PSAT1 C5orf24 EIF1 TRA2B PUM1 ACTR3 WDR36 ALG10B GPATCH2L EIF1AX KCNJ13 ZNF506 PCDH8 CHIC1 ASCC3 IGSF3 RAB23 DNAJB6 ADD3 IL12B PDCD4 NRK PLPP2 MYSM1 SPTY2D1 KCNB1 FGF14 C3orf80 HNMT LAMC1 ZDHHC21 ATP1B1 ZZZ3 PRDM11 PBLD NUP43 GAN CHMP5 SMURF1 GOLIM4 RICTOR SBNO1 ZNF326 ADIPOR1 ARL1 KRAS MITF THSD7A ULK2 ENOX1 HP1BP3 UBA2 CENPJ BRI3 ANKIB1 ARF1 TBC1D19 EYS RAPH1 EFCAB13 DENND1B FNIP1 RC3H2 PPM1B SLC30A7 MAPKAPK5 PLPPR5 AFTPH VSTM2A AZIN1 SLC7A13 IMP3 KCNQ3 ING3 ZNF521 USP42 PCDH7 NFYB RAB3GAP2 MSI2 CKS2 ELK3 POU4F2 WWP1 UBE2Q1 CDKN1B BRINP1 COMMD8 SP8 PDZRN4 ZNF90 MAB21L1 PCYOX1 TAF1A STK39 RCN2 DDX59 TNFSF11 CCDC141 MIR498_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR498_5P SIX4 PDE4B FERMT2 MORF4L2 NOSTRIN ATP11C FAM200B DICER1 WT1 ZNF518A CMPK1 MCTP1 GCNT1 CD109 DSN1 STRADB PAQR8 ETNK1 BMI1 LMO3 IL1R1 PSD3 NAB1 SEMA6D CHM KDM6A RANBP3L HBP1 HSPA12A PALM2AKAP2 PPP1R3D CRCP INSC TIMM17A RFESD OVOL2 KCNN3 GPR171 NSMCE2 CCPG1 CIPC RTN3 LEP TET3 YPEL2 CREB1 KCNT2 RHOQ PPM1A GPR107 RALA U2SURP CUL4B OSBPL11 ZNF532 ITSN1 STXBP5L EYA3 HS3ST2 COA7 PHF3 CA13 UNC80 ZNF70 FRMD3 NFIB SREK1 ZNF652 PCGF5 DAB2 IRF2 PAM IRF2BP2 DCLK1 RCBTB1 MYPN CREBBP GABRA4 GNA13 FBXO45 PPP1R15B PRTG TFRC TRIM71 PLEKHG1 COMMD3-BMI1 CRLS1 GCOM1 FRAT2 PPIP5K2 TMEM59 FAR1 C2CD4A ZBTB43 MATN3 KDM7A CHD1 NAP1L3 SKP2 YWHAG GABRG2 ATP5F1E RIPOR2 MEAF6 PLD5 C5 DBF4 TRPC3 BIVM FAM193A FAM122A GATM GSK3B SARAF EAF1 ULK1 EML4 RALGAPB SNRK FOXJ3 ZDHHC6 ALAD RSPH4A RESF1 ODC1 SKI PPP6R3 FLVCR1 ELAVL4 NCAM2 CHFR PGM2 SPIN4 PALM3 SKIL GLMN FNTB KIF5B MIPOL1 CAPZA2 NCOA1 BEST3 KLF6 RAB28 MARCHF4 VAPA GALNT7 CCR5 RGS4 MRFAP1 MAB21L1 PHF6 SLC2A3 MTRF1L FBN1 GRIA3 CREBL2 ZEB2 DENND4C REEP3 TAFA2 DCBLD2 ATP2B1 PWWP3B BAG4 FAM98A HIPK1 RNF11 PTPN1 NUDT19 RAD52 DYRK1A TENT4B BACH2 LIN28B NEMF TLL1 KLHL42 MED14 ZFP36L1 POLR2M TRABD2A TMTC1 SYNPO2 FAM214B EP300 YOD1 PACSIN2 LPCAT2 GJA1 DHX35 DUSP4 LINC02694 WWOX ZNF449 MAGEE1 STRBP CACNA2D3 ESRP1 FA2H PSMA2 USF3 POLQ ZNF689 B3GNT2 ATAD2B CD2AP HOOK3 C12orf76 LRRC8C CDK6 PDE4DIP ONECUT2 STYX EIF2S1 FUBP3 TMEM69 AAK1 KLHL18 TTC13 DDX4 LNX2 MMAA MAPK6 OLIG3 PTPN4 TBC1D4 MOB1B KLF7 SRGAP1 CREBRF SMIM13 CLTRN TMEM245 CHORDC1 TET2 CILP STK39 MLANA RFK PRKAG2 TET1 LARP1 WDR26 MIR6077 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6077 NANOS2 PSMA4 RGS5 FCRLA FBXO3 LGR6 TMEM178B CHL1 MIER3 CARNS1 SIK3 CACNA1C LOXL2 PDK3 PHF19 PARP11 CMTM2 KNCN KLF12 SC5D MAGT1 HDAC9 ARRB1 CLEC4M KRT26 SGCE ATAT1 LSM12 NOTCH3 TGM6 FAM222B LRRC15 RAF1 MEN1 SPINT1 KLHL14 HOXC4 RAB2B KCNAB1 TRDMT1 VDAC3 SP1 PDX1 FGF23 NKD1 PLCB1 FBXL16 STX17 INTS7 TMEM200A SMG6 ARID4A NDE1 VSTM4 GRM5 PIP4K2B POLR3D MOB3A SLC4A7 PPT1 IL17A LASP1 TNRC6B C1orf21 RNF141 FAM131B SYNGR1 SNAP91 HAP1 SENP8 HIC1 FAM133B ATXN1 PATL1 CX3CR1 CADM3 ARHGAP1 QTRT2 PHGR1 ZDHHC9 USB1 SEMA6A RIMS3 MCC GATAD2B EIF4EBP2 RBM23 CALM3 B4GALNT1 ELFN2 ZNF575 CASP14 ATF7 FAM118A ZC3H4 UHMK1 CKAP4 ADGRL2 ZNF516 IGLON5 IFI6 POU1F1 NFAT5 GRIN2A TRIM67 SCN4A IGSF11 GNRHR MUCL3 NAV1 MAFG KPNA6 TRIM62 SLC8A2 DEPDC1 PNPT1 UBE2D2 POGLUT3 FGD6 RHOBTB1 MAPKAP1 TCHHL1 MTFR1L MRRF DCAF7 CNPPD1 PYROXD1 SLC2A1 TUBB2B ACSL4 UCP2 MECP2 TMEM127 MTMR3 ZDHHC22 DENND11 RAD18 ASF1B RNF150 TTC5 C5orf22 TBKBP1 LRP6 SLC25A16 NCOR1 TMLHE TMEM14A SETDB2 GATA6 REPS2 CA10 GKAP1 NREP DOCK5 PLXNA4 APEX2 WDR72 KATNAL2 UBE2Z MCF2L TMEM229A SMPX NDST3 LINGO1 SMARCD1 EPB41L4B PSME3 PDE10A ARMC7 SUB1 DDX60L KCNA1 KRTAP4-11 POLE4 PYURF ALK EPYC SNX27 ARRDC3 PCDHGA12 CARD17 PBX1 ZNF395 MARCKSL1 RNF213 GGA2 SGO2 ZNF282 IGFBPL1 CCDC186 IGSF9B SUFU ZBTB20 SYT5 CNTNAP2 MOSMO SIX2 LZTS3 BLOC1S4 KSR2 UBE4A SOX14 ENAM ULK2 DPPA4 NGDN GPX5 THSD7B GPC4 PRKCB SMAD6 RB1 SHANK2 PIK3R3 CACNB4 PARP1 PRR18 TDRD10 B4GALT2 TWSG1 BMPR2 CLVS1 FOXN3 SEMA4G LRRTM3 ZCCHC10 RYK CD38 RGS8 BCL6B AP5M1 SGTB ARID2 POU3F4 RNF212B NR4A3 ATRN CDS1 FNDC4 MIR4742_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4742_3P LY6E SLC4A10 GRM5 PRRC1 STAG1 CERKL ADAT1 EIF4A2 ATP11C TMLHE CNTN6 WNK3 NOVA1 GATA3 VEGFA PGBD2 ELOVL5 GCNT1 PURB USP28 GRIN2A PCNP MFAP3L NCAM1 LGALS8 UTY STRADB DROSHA ZDHHC15 ZNF570 GRAMD1B C4BPA CALD1 UBASH3B SORBS1 ZNRF2 U2SURP CD177 SMAD5 NCK2 STK26 ZBTB10 DGKE SRFBP1 RAF1 CXCL10 TBL1XR1 BICC1 PNN IRF2BP2 THAP5 YEATS2 EBF1 OIP5 PTGDR ZWINT DOCK9 PSMF1 CLIP3 PDE1C SLIT2 ARID4B BRCA1 FCF1 ABCA1 TMEM158 TDRP AKAP5 PHF14 TMPRSS11F PRR11 PREPL CHIC2 MFSD4A TRIM36 TMEM106C PGAM5 PAPOLA ZRANB3 CLIC1 TRDN ZDBF2 ZFY SPR ZNF449 HDAC2 MYO5C ABCG8 DOC2A GTDC1 HSP90AA1 DPP10 ABCC2 AHCTF1 MAPK9 CAMK4 MBD5 BCCIP TMEM99 MYO16 CDK2AP1 WAC CHFR SLITRK3 DENND1B MAP4K5 CUX2 DSEL PUM1 TSC22D2 MTAP ZNF71 SCUBE2 TBC1D9 ZIC1 CNNM2 GHITM TNFRSF1B VPS13A MLLT3 CHD6 RND3 NRK GJC1 NUFIP1 NAV3 BEND6 SLC4A8 LSAMP TSHZ3 HSPA9 EPC1 MXD4 MOSMO SUSD5 HOOK3 CLCN3 VKORC1L1 GRB10 LRRC8C TRIP11 EPB41L2 ITCH SALL4 CISD2 HECW2 KIFBP NOL10 HLTF CYB5R4 BMP3 TM9SF2 COL10A1 PARP16 TMEM117 ING2 SMAD6 USP51 PCIF1 DNAJC13 PPM1B MRPL30 ERAP2 FBXO36 NKTR CFAP20DC CALCR MAP3K5 KLF6 RRP15 SRSF3 PRND KLLN CYP4A22 C9orf78 TRIM10 PCDH15 XPNPEP3 GNG12 CYP1B1 USP42 TBX15 UBR3 PDE10A RAB3GAP2 UFL1 SLITRK1 ATP2B1 CYP27C1 MCMDC2 CYRIA SLC39A6 EARS2 HECTD2 DR1 UBE2J1 NUFIP2 SLC2A1 NABP2 RTL4 EPHA5 COMMD8 PRKCI CACNG8 GABRB2 ANAPC7 NAPG GLYAT MLANA ZNF569 C5orf51 TMEM123 IFNAR1 FGF7 WBP4 UBE2F DCBLD2 ARHGAP21 MIR659_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR659_3P CXXC5 ARHGEF10 PWWP3B TMCC1 ERF TAPBP CPEB1 PMP22 CLIC5 FGF12 AGPAT3 RANBP9 SLC36A3 IGF2BP2 EMC4 CRIM1 SLC30A7 ANKRD13C TRAM1 SCN8A BDNF LPGAT1 FGD4 FGF14 SPHK1 SRSF10 PSMD11 MFAP3L MAGT1 TFDP2 SLC35F1 LDLR AUTS2 RNF4 DDHD2 RIMKLA LIN28B PRKG2 FAM107B TDRD10 PSMA1 LDAH CABP1 MINDY2 SH3D19 TENT5C CDK19 STIM1 KLHL42 DIO2 ZPBP2 MIER3 PTPN9 CDKL2 POU2F2 MAP7 CDH8 GADD45A ITM2C SNX7 DOCK9 FRMD6 PSMF1 KCTD6 YPEL2 PRPH PIGC HIPK2 CAPZA1 GIMAP2 LRIG3 SLC12A2 CBFA2T2 SERPINB3 TNFRSF19 HOXA11 MARCHF1 DTNA RALBP1 IRS2 ANKH INSIG1 ARID1B SLC35F3 CREBZF GRIA4 SOCS2 UGCG ZBTB34 EDEM3 FSD1L RNF6 IL1RAP PYGO2 ARF6 PIK3C2A CLP1 DEPDC1 SLITRK5 KALRN RBMS3 NEDD9 KDM4A EPGN DOK6 MRTFB DUSP10 TRUB1 ZBTB21 MAGI2 NFATC1 BMF JAKMIP2 CRBN PCSK2 PIGT POU2F1 BCLAF1 MAX FMNL2 CA1 LDLRAP1 SERPINB4 ACTN4 NEK7 NAP1L1 HDGFL3 ARPP21 UBE3C ENOX2 ZBTB20 ENTPD4 MAPK9 CNOT6L ATAD2B CCNT2 IRX3 NOTCH2 DCLK1 NAA15 CSGALNACT1 ATL2 NR2E1 RICTOR ONECUT2 NRBF2 TSC22D2 FBXW2 ZNHIT6 MEF2C FGF18 RGPD5 FNIP1 ABCC1 DYNC1LI2 KIF13A HLCS SMURF2 ZDHHC20 CTNND1 NRAS GDNF INO80 HLA-DQA1 CLINT1 SMARCC1 SLC25A24 CBLN2 RAC1 LYSMD2 NLK IGSF23 ZNF85 PRUNE1 FAT1 ARID1A PPP1CB CLVS1 JPH1 USP31 RGPD8 GTF2H1 LRRTM3 ARAP3 GORASP2 EFCAB14 NCOR2 ADIPOR2 LTO1 TRAT1 CSNK2A2 SCML2 GATC PHF21A STMP1 FRZB CREBRF ARHGEF12 PDS5B LMNTD2 PLEKHA2 WNK1 LYVE1 SORL1 PABPC4L CCNY GABRB2 INHBB FBN1 ADSS2 DESI1 LSM14B BMP2K LRP8 RYBP BACE2 ARFGEF2 FOXP1 MIR7111_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7111_5P MINK1 TMEM222 CASTOR2 TREML1 MNT HMGA1 MTSS2 RANBP10 ATP9A PDLIM4 PAX5 UBTF LRRC28 MYL12A PPP2R2D CNTNAP1 CTNND1 ZDHHC15 SLC7A8 HEYL INAVA SHISAL1 XYLB COL9A2 ZNRF2 STIM1 DYSF IL17RD PPP2R5E FADS2 C19orf12 DEF8 CNIH2 CDK18 PDE1B AP2M1 PIK3R2 PDX1 SERPINB7 NFIC FKBP8 SYNGAP1 SLC25A42 DPYSL5 ATAD3C MAP7D1 STAT2 OLFML1 KALRN ANKRD26 PRC1 STAC2 GAS7 PCDHB11 METTL9 APLNR SMARCC2 ADORA3 NFIX PTHLH ZBTB7B BSDC1 ACTB SLC6A17 SLC9A3R2 FAM131B TBC1D10B SELENON NAPA NFASC EN1 VPS37D POU2F2 TMEM198 RSU1 FOXE1 PPT2 CLSTN1 UBAP2L RBMS3 SNPH GRHL2 LSAMP ITGA3 PRKACA TRAM2 CXADR DDX31 GATAD2B FAM234A RBM23 IKZF4 DMWD CES4A TCF7 APBA1 GTPBP2 ARRB2 WNK4 NOVA2 CCDC97 EPB41L1 BMP1 IGSF11 ACSL5 SRF CPS1 RAB11FIP4 SLC8A2 PKNOX2 NAT16 CCDC102B LRP8 JPH4 PPP2R1A PVALB PPP1R9B SHANK2 ZNF691 CELF3 FOXC1 LRRC59 FOXP4 PRR5L SPRR1B SF3A2 CAMKK2 FGF1 MECP2 SPIN3 ELK1 TLE3 WIZ SLC9A8 KCNJ10 ZFC3H1 C9orf57 LCE1B LRATD2 MAT1A LIX1L CADM4 MAP1A DYRK1A NLGN2 NR1D1 DVL3 THRSP PLXNA4 AFAP1 BIRC2 UBE2QL1 TMEM54 MED19 PLA2G2D COTL1 DIRAS2 PSME3 RERG SH3TC2 CALR TMEM63B PSMF1 TCP11L1 GPRC5A ELAVL3 CDR2L MLLT6 PRR23A MEX3A CHRNA4 SLC28A1 DIRAS1 DUSP10 SNX29 SZRD1 KMT2D C6orf141 PLVAP PANX2 FBXO43 ST13 CTDSP1 IHH FAM174B PHC2 CYP2B6 SCGB2B2 MPZ PACS1 PHLPP1 ANKRD52 TMEM151A BSN KCNC3 SOX13 MFRP TFAP2B MIEN1 CAMK1D CNST WNT3 TNFSF12 H1-10 MIR3915 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3915 HFE AGFG1 IPO5 ENSA EXOC6B EYA4 SMARCD2 C12orf71 NID1 DDN NME6 RPS6KB1 LACTB2 HINT3 CNTN4 RUNX1T1 STS ZNF250 LMNB1 ZNF3 TRIM22 SH3BP4 CD5L LAMP2 KAT2B TBC1D15 ARHGEF9 DLG1 SLC29A2 ZNF546 ZBTB10 PLA1A PASK IPO11 FUT9 SLC16A7 CCER1 NCBP2 GXYLT1 ERCC8 TTC8 MS4A7 COQ7 MRPL11 PLOD2 DNAJC14 EGR3 CDCA7 CFLAR FAM217B CEP120 DCTN4 NRXN2 TTC39B IRF6 MEIS2 SPRY1 SRRM4 ZNF652 RBMS3 POLR3E NADSYN1 TTC3 ARID4B GABRA4 PMP2 TGFA CD200R1 PTPN11 CAPN5 ZCCHC3 KCNK2 RBFOX2 MTCH2 ZBTB43 CLDN1 AADAT HOXB3 BCAT1 NOS2 AFF3 VPS13A FAM122C CRELD1 DNAJC18 C2orf73 NPHS2 HNRNPH2 PSTPIP2 PHACTR2 MYSM1 MRC1 EXOC8 MYB GTF3C1 VPS50 ZNF34 LANCL3 DNAJC5G F9 MMP10 KLK7 HNRNPC TAC3 PDIK1L MED11 GIN1 GPR146 ZNF99 ADGRL2 HYKK PHF19 ZNF280D C2CD2 BTG1 SCP2 DNAJB14 AMMECR1L SYT14 GRIN2A CTSG FBXL7 ZDHHC6 HLA-DQA2 SLC6A16 FGF2 SH3GLB1 SKIL HVCN1 TFF2 INSR H2BW2 DGKK ZNF609 MIDEAS ZNF257 LIN7A TNS4 CCDC8 MTMR3 NEK3 FABP7 GNA12 RTL5 ADAR GALNT15 CNTLN MYO1D ABHD3 CEP85 FECH FKBP5 DRP2 TANC2 CFAP58 PRIM2 AZI2 KRT24 RIMKLA YBX3 NECTIN1 AMIGO2 TOP1 TMEM184C B3GALT2 BEND4 CACNA2D1 EP300 COX8C SH3TC2 JAG2 EPM2A SLC1A6 ADA2 DERL2 KRT76 HAS3 IL1RAP RNPC3 ADAMTS18 FUNDC2 WFIKKN2 KDM4C KSR2 NMD3 C9orf72 G6PC3 ZBED9 DAO NSD2 PLEK PHLDA1 SMARCC1 SLC7A11 TTC13 KMT5B ERCC6L2 ATRX TRIM66 MUL1 NSD1 MBL2 AVPR1A ARHGEF18 WEE2 KRTAP4-9 SPTBN1 XPO1 NAA25 FIGN URI1 NUFIP2 SV2A LIX1 SLC25A22 ZDHHC9 SLC38A8 GRIA3 ZNF626 MIR539_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR539_3P BBS9 PCDHA2 MTTP GLRX3 MUC15 RAI2 FCHO2 DMXL2 NRF1 ZNF749 GNB1 MYO1E MEI4 FMO3 PDZD2 TANC2 PCDH7 ILRUN CDH19 ANK3 AKAP1 RORA CEP192 PEAK1 CUL3 ASAP2 PCNP FAM76A LGALS8 AUTS2 FGF1 JAG1 BCOR NRG1 RUFY2 SP3 TENM1 ENY2 MZT1 ZFAND5 NECTIN3 CNR1 PCDHA13 RNF146 C3orf35 PUM2 TNPO1 PLCL2 PNN KCNQ5 ST6GAL2 SLC26A3 HCN1 ABHD17B CEP170 CTPS2 HACE1 CKAP5 SMPX TTI2 ARID4B PLA2G4A CTBP1 PPM1A KMT5A EDNRA CD46 PCGF3 GTF3C3 GRIA4 PDE10A PCDHA12 RIOX1 STEAP2 CDYL PPP4R4 ZNF397 NXPH1 MCU KATNBL1 ZNF124 ZC3H13 FAM133B ALDH18A1 ELAVL2 CDK14 DNM1L NFIX UNC80 PDCD6IP PTPN2 GPAM PEX5 STK35 C10orf88 PROX1 CACNA1B WDR35 MAGEE1 TANC1 ARHGAP20 PDIA6 RC3H1 NAALAD2 ZNF454 GABRA4 PCDHAC2 P4HA3 GOLGA8A PMP2 ZBTB21 SYPL1 TPGS2 PCDHA11 ULBP1 GRID1 RLN1 OTUD4 DCAF10 PI4K2A XG POLR3GL GALC PPARGC1A C22orf39 SAXO1 PCDHA7 NAT8L PCDHAC1 PCDHA10 CCDC68 ARL17A MPHOSPH8 ATP1B1 GIGYF2 TSHZ3 KIF21A HOOK3 DLC1 CDH15 FAM168A ADCYAP1 ASXL1 SIRT1 WDR7 FAM222B GOLIM4 PPP3R1 SPRED2 RAB21 LCORL RUNX2 NSMCE4A AP001372.2 YPEL4 ZNHIT6 PCDHA6 PCDH18 GOLGA6C UGT8 PCDHA1 SLC7A14 TMEM184B NWD2 RNF220 HDAC4 TCTEX1D1 RYR2 SLC40A1 SNAI2 RCN2 PCDHA5 TPH2 KLF6 LEPR RALGAPB ZNF233 DAGLA CD36 SEMA3C GDAP2 AZIN1 NLK DIAPH1 SLC49A4 ITM2A CDH13 CCDC85A GALNT1 CPED1 MITD1 ARID1A HS3ST3B1 DENND1B PRRC2C FOXN3 TPP2 CEP41 TBX15 UBR3 HNRNPA3 TMEM67 RNF145 TMSB10 FBN2 ADAMTS5 CREBRF PCDHA4 UBE2Q1 GRM6 GDA EFCAB5 KMT2C MTM1 MAP2K1 WFDC6 CDK16 TENT2 PCDHA3 RAB38 CAMSAP1 PISD KBTBD8 NRXN1 SMG1 CDC14A PIGK MGARP TRIB2 NR1D2 WDR92 MIR5698 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5698 MINK1 TMEM222 CASTOR2 TREML1 MNT HMGA1 MTSS2 RANBP10 ATP9A PDLIM4 PAX5 UBTF LRRC28 MYL12A PPP2R2D CNTNAP1 CTNND1 ZDHHC15 SLC7A8 HEYL INAVA SHISAL1 XYLB COL9A2 ZNRF2 STIM1 DYSF IL17RD PPP2R5E FADS2 C19orf12 DEF8 CNIH2 CDK18 PDE1B AP2M1 PIK3R2 SERPINB7 NFIC FKBP8 SYNGAP1 SLC25A42 DPYSL5 ATAD3C MAP7D1 KALRN ANKRD26 PRC1 STAC2 GAS7 PCDHB11 METTL9 APLNR SMARCC2 ADORA3 NFIX PTHLH ZBTB7B BSDC1 ACTB SLC6A17 SLC9A3R2 FAM131B TBC1D10B NAPA NFASC EN1 VPS37D POU2F2 TMEM198 RSU1 FOXE1 PPT2 CLSTN1 UBAP2L RBMS3 SNPH GRHL2 LSAMP ITGA3 PRKACA TRAM2 CXADR DDX31 GATAD2B FAM234A RBM23 IKZF4 DMWD CES4A TCF7 APBA1 GTPBP2 ARRB2 WNK4 NOVA2 CCDC97 EPB41L1 BMP1 IGSF11 ACSL5 SRF CPS1 RAB11FIP4 SLC8A2 PKNOX2 NAT16 CCDC102B LRP8 JPH4 PPP2R1A PVALB PPP1R9B SHANK2 ZNF691 CELF3 FOXC1 LRRC59 FOXP4 PRR5L SPRR1B SF3A2 CAMKK2 FGF1 MECP2 SPIN3 ELK1 TLE3 WIZ SLC9A8 ZFC3H1 C9orf57 LCE1B LRATD2 MAT1A LIX1L CADM4 MAP1A DYRK1A NLGN2 NR1D1 DVL3 THRSP PLXNA4 AFAP1 BIRC2 UBE2QL1 TMEM54 MED19 PLA2G2D COTL1 DIRAS2 PSME3 RERG SH3TC2 CALR TMEM63B PSMF1 TCP11L1 GPRC5A ELAVL3 CDR2L MLLT6 PRR23A MEX3A CHRNA4 SLC28A1 DIRAS1 DUSP10 SNX29 SZRD1 KMT2D C6orf141 PLVAP PANX2 CCL22 FBXO43 ST13 CTDSP1 IHH FAM174B PHC2 CYP2B6 SCGB2B2 MPZ PACS1 PHLPP1 ANKRD52 TMEM151A BSN KCNC3 SOX13 MFRP PRR12 TFAP2B MIEN1 CAMK1D CNST WNT3 TNFSF12 H1-10 MIR6764_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6764_5P MDM4 PGPEP1 C10orf105 TAB1 PTPA TCF3 C1RL PFKFB3 NHSL1 MLEC UBTD1 SPSB1 CACFD1 TNFSF8 CWC27 KCNC2 OR2H1 CHTF8 GUF1 SLC7A8 TSKU HEYL BZW1 PCDHGC3 CORO2B CD79A GDF5 FAM107A LIF ZFYVE27 NDOR1 NEURL1B ZNF426 TGIF2 RUNX3 ISY1 MISP NFIC SYS1 OVOL1 SYNGAP1 BAP1 SET PTGES2 PPP2R5D RAB31 TFE3 FAM53A MXI1 ORAI2 PKP1 ACTB ITPK1 SLC18A1 FRMD8 NFASC CXXC1 NKPD1 VPS37D OAZ2 UCP3 ARMC5 VAMP1 ZC3H12A XRCC3 TOLLIP SLA SUSD2 CA7 CNOT9 MAP4 ECE1 SNPH LRSAM1 MRTFA ZNF629 TMEM250 PTPN7 TPBGL WNT3A TAGLN2 MICU1 PRR30 ATF7IP2 BACH2 CLCC1 PREX2 XPNPEP2 RBFA CRY2 ZBTB2 SORCS2 MAFF PPIE SPIB BTD SLC1A4 PTPN6 TMEM184B PBXIP1 PDE1B TCF12 FBXL18 POFUT2 EFR3B TRIM67 SYNC GIGYF2 CDIP1 SIAH2 HNF1A DAGLA SRF ALAD NAV1 KLK5 STC1 KCNJ12 SLC8A2 PRKCQ IP6K1 ZNF474 PBX2 CACNG2 RNF121 MMP24 GRK6 CALCR PNLIPRP3 TMEM120B ZNF609 TMEM229B YKT6 MIDEAS ICOSLG ARMC7 SZT2 ARHGAP32 MIGA2 LSS KIF13A EXOC3L2 TSPAN17 LZTS1 TMEM94 MAU2 ZNF471 DPYSL3 STUM OTUD1 SOGA1 RGS8 NDST1 SNX33 NPLOC4 PRRC2A MEF2D VASH1 SLC24A2 ADAMTS4 DEAF1 MAVS IGFN1 NECTIN1 PRRT4 PLEKHG4B RAB1B SYT7 WSCD1 RABEP2 ZNF500 TMEM132B KREMEN1 RNF216 NCLN TEF PABPC1 RNPEPL1 SYCP2L IFITM10 KCNC1 CEP250 ADRA2B MYRF SPRING1 PCDHGA12 OLFML2A RPH3A C12orf75 WNT2B KIAA0930 OCM ALX4 TMEM217 SUFU PRRT1 ANKRD34C C3orf35 SPRYD3 SPRR2F PAX7 RHO NR2E1 CYP21A2 ABHD2 MGAT3 YPEL4 CPXM2 SPRED3 LIN28A ZNF483 MAPKAPK2 RIMS4 ADCY6 SREBF2 C17orf97 ANKRD52 COPS7A TRARG1 PNMA8B NEURL1 ZBTB4 VWA3A PDGFRB NPTX1 GRM6 PTCHD1 PAQR4 SDK1 HHIPL2 PRAG1 TMEM245 GIGYF1 TEAD3 EXOC4 LARP1 MIR4498 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4498 PPM1M YY1AP1 KCNS1 GAB1 OSBP2 SRSF7 MYO1C OTOF GRIK3 TMEM178B IGSF8 SLC9A3 NKIRAS2 BTBD9 ARRB1 PCDHGA5 TM2D3 PCDHGA11 COPS7B JPH3 NAA60 SEPSECS PCDHGC3 APC2 CASP10 SLC12A4 ARMC3 WARS1 PROM2 LRP1 NDRG4 MEN1 ACVRL1 TBL1XR1 FAM219A ZNF346 CYP26B1 CNIH2 BHMT2 CLIP3 NFIC AOC3 SLC2A8 PTCD1 RAB35 FBXL16 GFI1 RAP1GAP2 KLK4 SEMA7A ZNF219 RAB5A PML GNAI2 BTF3L4 BPTF NFIX CLDN18 PMM2 TTLL6 ATP5MF-PTCD1 SLC6A17 CDYL2 TMCC3 KIF21B PCDHGA3 TRAF7 CLIP2 SLC1A3 ST3GAL1 APLN ENG ARHGAP1 CLDND1 SH3PXD2B EEFSEC TTL TYSND1 EIF5 KIAA0513 PKIG WHRN PCDHGB5 SLC45A2 PCDHGB4 PCDHGA9 PRKACA ABCF1 NAP1L3 EFNB3 JMJD8 TAOK2 SPOCK2 TRAF1 ERC1 TRPM3 CAPN15 TMEM41A CRTC1 PAQR4 MID2 SRD5A1 PPIE CUEDC1 ZFR2 TAGLN LMF2 PEX14 LIFR PLXNA1 PCDHGB3 PCDHGB6 NCS1 PPP3R2 GIPC3 CLCNKB SON SLC8A2 SAMD11 ABCF2 GNG13 CLCN5 CPLX3 TLX1 WDR48 EVC PDE4D SNX19 ZNF609 PTPRF STK40 RAB6B TNC PSME3IP1 SZT2 VDR ATP2B2 MFAP1 NKAIN2 PCDHGC4 GLIS2 MECP2 ADGRL1 BCAM ZDHHC22 EPHB2 CDC42SE1 LZTS1 RPIA BCL2L13 PPIL2 MBTD1 AKT3 NCOR1 UBA1 STUM SOGA1 SEMA6A TRAPPC9 PKP2 CPLX2 TOX2 IQSEC2 CPEB3 PARVG PCDHGB1 ACVR1B CTCF FBXO41 NECTIN1 CPSF7 PARN PCDHGA10 PCDHGA4 PRLHR SDK2 HSPB6 CDR2L RPL28 PCDHGA2 GPRIN1 HOXA7 SYNJ1 DENND2B PPP1R16B SYNDIG1L PCDHGA12 IGFBP5 STRBP ZNF395 OLFML2A PHLDB1 PCDHGA6 RELT MPZL2 KIAA0930 CBX7 REXO1 DNAJB5 PKLR PPP1R11 CERS1 PLXDC2 TTYH3 SH3PXD2A CNP AP5B1 PCDHGB2 PAX7 ITCH VAMP1 ACE PCDHGB7 ARID3B CPNE2 PRAF2 C19orf54 MAP6D1 DCANP1 NMD3 CX3CL1 PCDHGA8 MDGA1 SLC35F5 CLDN19 PACS1 PCDHGA1 ARNT2 SYT7 LRRC4B NATD1 KCNIP3 MPRIP TRMT61A PCDHGC5 PPM1H RNF20 ZNF672 ARL2BP PCDHGA7 GPBP1L1 ZBTB4 GRM2 SDC3 NPTX1 SMPD3 SHB CLCF1 GSK3A LARP1 MIR3124_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3124_3P CALU ADAM22 PAK3 EXOC6B NIF3L1 UNC45B CREM PDPN FN1 MARCHF6 RANBP10 MOCS2 TNFAIP3 MCFD2 BIRC6 PGR PEAK1 SLC44A1 SRA1 CLEC1A TNFSF8 PIAS1 TFDP2 C6orf62 TBC1D26 TDGF1 TRABD2B CDH19 SEMA6D N4BP1 TENM1 ZNRF2 THUMPD1 RFESD AMOT CPEB2 CCPG1 RBM41 TSC1 SUZ12 MYO6 CEP97 VWA8 GOPC NRG3 HERPUD1 TRA2A OPRM1 GAB3 PLCB1 LGI2 NTNG1 U2SURP STXBP5 E2F5 HOXB7 CXXC4 CCNYL1 LASP1 TNRC6B CLDN18 ARFGEF3 C1orf21 ATP8A2 GIT2 TYW5 BAZ1A TMEM220 CEPT1 CISD1 ST8SIA3 PERP WNK1 DDX6 PTPRO FBXO45 RAB8A SH3BGRL2 ERICH3 THBS3 ZNF322 CLDN1 CHIC1 POU3F2 TSPAN13 ZFP30 AP3M2 FBXO33 ZNF268 CCNJ KCNB1 NUDCD1 HEPACAM2 RUFY1 LSAMP NEDD1 IFT88 ANKDD1B CHMP5 RBM11 HLA-DPB1 GID8 NAA15 ASXL2 POLR1A SLC41A2 CNOT4 TPST1 ATRX AMER2 TMEM52B TMEM95 RIDA SLC18A2 ZNF618 HIC2 ZNF510 ZNF180 ACSM2A KDM2A FREM2 JADE1 ATP8A1 GDAP2 SPAST TCF20 MESD KPNB1 CACNA1D AFAP1L1 POGLUT3 FGD6 SYNPO2 PCYT1A FRRS1 TNPO1 FLT1 NHLRC2 MSI2 SLC4A8 ZNF609 MBD2 WDR37 NCR3LG1 WDR26 VGLL3 ST18 FBXL20 ERBB4 SP4 SORL1 GJA5 STOX2 ZMIZ1 TRIM44 IARS2 TCEANC2 COCH TANC2 WDR76 ELK4 CPEB3 ZNF527 FNBP1L HORMAD2 ATP6V1A NMUR1 LATS1 HOXA9 TPRG1 TDRD15 EPHA4 KLHDC7A ACSM2B TRDN RAB39B RBM33 SASS6 UHRF1BP1 KIAA0825 DMRTA1 IQGAP1 MAPK9 OR2A4 PIP5K1A PPARGC1A LSM11 HIBADH UACA AP1G1 AGO4 ORC2 RTN4RL1 NAA30 AAK1 KLHL18 ANXA1 INO80D NUBPL UNC13A SMARCC2 GNG12 DNAJB12 PLEKHA8 RND2 VCPIP1 MAGI3 MEOX2 FIGN COL27A1 SLAIN2 XPC MACC1 LRRK2 ZNF189 PDZRN4 ZNF831 KBTBD8 PURA MIR766_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR766_5P EDA2R SELENOI NANOS2 KCNS1 PDE6D RGS5 MBNL3 ZBTB7A KPNA3 RAD51B PMEPA1 WASF1 GCH1 THADA MYBPC1 FBXW7 SLC41A1 BHLHB9 SLC7A8 SEC14L1 MRPL19 CORO2B HEATR5B ABR HBP1 ARHGAP12 SAMD4A FAM131A THAP11 GPR171 TIMP3 KCNQ2 RPL13 MYO6 PAFAH1B2 XXYLT1 SMAD7 GTSF1 SP140 ENTR1 PDX1 PRICKLE2 HOXC9 SAMD4B TMEM158 MARCHF1 ADAM12 SET ARHGAP5 PIP4P1 SGIP1 GAS7 IFT52 SGSM1 SP140L PIP4K2B SELPLG C1QTNF9 GRID2 BLMH SERPINB13 GLG1 CDK9 HGF LMLN CCNK TLCD3A MIF4GD SHROOM2 LANCL1 TIRAP ALDH18A1 GNGT2 RBMY1A1 PLXDC1 RAB8A SPRED1 CHST11 CS RAB3C CALM2 MYO16 FMN1 FRAT2 ADGRL4 EIF5 FAM83A PRKCE ABCC3 RETREG2 ZFHX3 FAM168A GAN SYPL2 TXNDC12 PURG CD55 RASGRP1 EXPH5 RARG CLCN3 TP53INP1 CCSER2 VAMP2 NOVA2 ALKBH5 GLIPR1L2 TRIM67 TTC9 GAREM2 SAMSN1 RIOX2 MAP3K9 LDB1 TMEM233 WFDC5 ZKSCAN7 TBC1D16 E2F3 TRIAP1 ILF3 SDHC EPHB2 PSG4 PSG8 MYO1D GNAQ GPLD1 SLMAP LRRC59 SHISA6 ZNF529 ILRUN C16orf46 STC2 PSG7 GLIS2 C1QTNF9B RBMY1F BCAM ZFYVE16 SPINK14 ZNF784 STOX2 PRSS22 FAM78A AHCYL2 ITGA4 IQSEC2 MIB1 WIPF2 EZH1 SOGA1 MAP1A MAPK1 FLVCR2 DPF2 SYNPO2L USP27X TGFB2 TMEM164 HOXC10 CHRDL1 SETD7 KLK12 CPSF7 ARMC7 POU2AF1 SCYL2 PRR27 RBMY1D TMEM35B PPP1R10 CALN1 RBMY1E FTMT OXSR1 LCE1A PYGO2 ABCC12 CHD4 CDK5R2 CCNL1 CDRT1 CLASP2 NUCKS1 NEU3 C12orf29 EN2 DLX6 SNX30 CNOT6L SH3PXD2A ATP6V0E1 ELK4 VAMP1 PHC2 FAM169B HGSNAT TRIM9 SP100 FAM180A BMP3 GPATCH1 NECAP1 KCNC4 RNF26 NR6A1 RBM20 CYP3A4 CLMN ZNRF1 UBAP2L ZCCHC10 DLX3 NDUFS2 MAN1A1 ADGRL3 CACUL1 ZMAT3 KAT6A TRGC1 CAMK1D ASXL3 OTUD7B CSNK1G1 MIR6778_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6778_3P UNKL PGPEP1 C17orf75 DDX51 SLC50A1 RBL1 NME6 NRP2 CCDC157 PTAFR ABI2 CFLAR IL17RA IRGQ ADAM11 PLA2G12B UBL7 KLHL13 XIAP LAMP1 HAUS2 ST3GAL1 CDC37L1 FBXO9 DNASE2 ZFP82 MR1 CAVIN1 CTSB DDX5 SMIM14 FAM219A FAM131A DSTYK RPL13 ATCAY CEP97 AP1S3 PTK7 ZNF417 CBLL1 ZKSCAN1 MRPL57 SMUG1 DFFA FBXO27 PHAX PREPL GATD1 SLC35E4 CPM ANKH GLB1L PDE4C TAF9B CCDC142 DBT ENTPD1 MARVELD3 EDEM3 DHDDS CRX ORAI2 PROX1 NUDT18 SYT2 CLEC7A ZBTB21 OAZ2 LCTL LDLR PRICKLE1 THY1 CAMK1D FAM3A IBA57 TMC5 CXorf56 STK32A RAB3B ZBTB8A GPR85 PEX5L ITPRID1 NFX1 SLC38A3 ATP1B1 PXMP4 FAIM2 GPR155 LPP MFSD11 GON4L ZNF704 PIGBOS1 JRK PLEKHM3 SPIB TCTA NMNAT1 ZFR2 FNBP1 GIN1 ZNF264 ADCY5 TLCD2 SMCR8 SPN ADCY1 SLC43A2 FAM227A SRSF3 TPM3 VPS53 ZNF114 ZNF696 MMACHC ZMYND19 LRRC57 DCP2 DHTKD1 CD96 C5AR1 ZC4H2 XXYLT1 ZNF530 CABP4 IPO9 MSI2 ZNF793 DCAF7 ZNF714 OPA3 TADA2B CCBE1 GTF2H2 RSL1D1 ARHGAP30 KCND1 SAMD14 RRP7A GATAD1 SOGA1 TPRG1L EFCAB11 MCUR1 PTPN2 PRELP KIF1C ATP6V0B TTPAL APC ZNF316 PIANP PLEKHG4B CBX2 POLH ZNF667 MAN2A2 DEGS1 SNX11 KREMEN1 PRR11 CYP20A1 UPP2 CGNL1 FAM184B GTF2H5 UGGT1 EHD1 MIGA1 KCNC1 SPIRE2 TPD52L3 PPM1F USP49 METTL2A BICRAL FURIN TTC23L ZNF791 ERVV-1 SLC52A3 IRF1 SNRPD3 BCDIN3D GPR82 AP5B1 HGSNAT LRRC74B EPG5 RTP1 CCL5 GOSR2 BLZF1 BAK1 SLC31A1 AAK1 FXR2 SYT7 SLC7A11 STX18 CWC25 B3GNT6 CPLX4 GK5 PLEKHA5 MEDAG DCAF16 CYP27C1 SWSAP1 SKP1 DUXA ZSWIM1 VPS26B WDR92 RGS16 CACNG8 SLC46A3 DNAJC3 KIAA1614 DNAJB2 MIR485_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR485_3P BBS9 PCDHA2 MTTP GLRX3 MUC15 RAI2 FCHO2 DMXL2 NRF1 ZNF749 GNB1 MYO1E MEI4 FMO3 PDZD2 TANC2 PCDH7 ILRUN CDH19 ZNF302 ANK3 AKAP1 RORA CEP192 PEAK1 CUL3 ASAP2 PCNP LGALS8 AUTS2 FGF1 JAG1 BCOR NRG1 RUFY2 SP3 TENM1 ENY2 MZT1 ZFAND5 NECTIN3 CNR1 PCDHA13 RNF146 C3orf35 PUM2 TNPO1 PLCL2 PNN KCNQ5 ST6GAL2 SLC26A3 HCN1 ABHD17B CEP170 CTPS2 HACE1 CKAP5 SMPX TTI2 ARID4B PLA2G4A CTBP1 PPM1A KMT5A EDNRA CD46 PCGF3 GTF3C3 GRIA4 PDE10A PCDHA12 RIOX1 STEAP2 CDYL PPP4R4 ZNF397 NXPH1 MCU KATNBL1 ZNF124 ZC3H13 FAM133B ALDH18A1 ELAVL2 CDK14 DNM1L NFIX UNC80 PDCD6IP PTPN2 GPAM PEX5 STK35 C10orf88 PROX1 CACNA1B WDR35 MAGEE1 TANC1 ARHGAP20 PDIA6 RC3H1 NAALAD2 ZNF454 GABRA4 PCDHAC2 P4HA3 GOLGA8A PMP2 ZBTB21 SYPL1 TPGS2 PCDHA11 ULBP1 GRID1 RLN1 OTUD4 DCAF10 PI4K2A XG POLR3GL GALC PPARGC1A C22orf39 SAXO1 PCDHA7 NAT8L PCDHAC1 PCDHA10 CCDC68 ARL17A MPHOSPH8 ATP1B1 GIGYF2 TSHZ3 KIF21A HOOK3 DLC1 CDH15 FAM168A ADCYAP1 ASXL1 SIRT1 WDR7 FAM222B GOLIM4 PPP3R1 SPRED2 RAB21 LCORL RUNX2 NSMCE4A AP001372.2 YPEL4 ZNHIT6 PCDHA6 PCDH18 GOLGA6C UGT8 PCDHA1 SLC7A14 TMEM184B NWD2 RNF220 HDAC4 TCTEX1D1 RYR2 SLC40A1 SNAI2 RCN2 PCDHA5 TPH2 KLF6 LEPR RALGAPB ZNF233 DAGLA CD36 SEMA3C GDAP2 AZIN1 NLK DIAPH1 SLC49A4 ITM2A CDH13 CCDC85A GALNT1 CPED1 MITD1 ARID1A HS3ST3B1 DENND1B PRRC2C FOXN3 TPP2 CEP41 TBX15 UBR3 HNRNPA3 TMEM67 RNF145 TMSB10 FBN2 ADAMTS5 CREBRF PCDHA4 UBE2Q1 GRM6 GDA EFCAB5 KMT2C MTM1 MAP2K1 WFDC6 CDK16 TENT2 PCDHA3 RAB38 CAMSAP1 PISD KBTBD8 NRXN1 SMG1 CDC14A PIGK MGARP TRIB2 NR1D2 WDR92 MIR181B_2_3P_MIR181B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR181B_2_3P_MIR181B_3P NR2F2 ILF3 ZNF280D ARNTL2 CCDC96 DDX3X NR3C1 CMPK1 ANKRD44 TUSC3 THRB PCMTD1 KLF12 XRCC5 ARPC5 MOB1B GUF1 ITGB1BP1 F2R ZBTB20 THNSL1 MYH10 XPNPEP1 E2F6 GPT2 ASZ1 DUSP16 NCBP2 CYP19A1 ZIC3 TSC1 IKZF2 ABI1 ASPH TTC39C KCNAB1 RO60 ZNF544 ARMC4 RIMKLB TRA2A C20orf194 FGFR2 CLTA EBPL ARHGAP5 RPL7L1 RAP2C ARID1B ROR1 E2F5 GRM5 SLC1A2 GUCY1A2 RER1 G3BP2 CSDE1 TNRC6B TMCC3 GORAB ANXA4 SNTG1 SCN3B NKAIN2 MATR3 ZDHHC17 GNA13 SMIM10L1 AEBP2 FAM135A UPF3A TBC1D9 EIF1AX WBP11 METTL4 CHIC1 PEAR1 DTNA OSBPL8 SPTSSB PLCXD3 CEP135 DNAJC18 TUT7 NAV3 EIF4E CDH20 MAMDC2 FAM104A ATAD1 SMURF1 NPM1 YWHAG HECW2 TIPARP PTPRG ATRX CTXN2 WDSUB1 PTGS1 SMCO4 PTP4A2 FBXW11 PPM1B PPM1E ZNF275 BOD1L1 POU2F1 MAPRE1 PLXNA4 CPED1 FAM20C DENND1B MECOM TBCA CYSTM1 SLC30A8 KIF5B AGPAT5 CALCR HMCN1 ARL5B UFM1 ARID1A MRPS7 UNC5D NEGR1 CKS2 MBNL3 CEP350 MTCL1 DDX3Y SEL1L KMT2C SP4 UBQLN2 MTMR3 TAOK3 PCDH19 ZHX1 AUNIP KPNA1 RNF152 MED27 PPP4R3B CDC42BPA MAP1B MCCC2 ELMOD2 ANKRD42 ZNF804A RIMKLA SOWAHB ASB15 GRAMD1C MAP9 OTULINL USP46 OSCP1 TM9SF3 RYK CPOX POLR2M ARHGAP42 CCN1 CCSER1 STK17A ZNF37A TAF5L LINC02694 XBP1 DNAJC21 ATXN7L1 IGSF22 KRT85 CD3G DKC1 ACO1 RNPC3 VSNL1 ARIH1 NECAB1 CNKSR2 TMEM170B MED12L EIF3A APH1B TRIM23 SKIDA1 SNX30 MEX3B TASP1 ONECUT2 MED13 NETO1 COL7A1 PTGER2 SMARCC1 SEMA3C ADCY6 TMEM26 ZNRF1 TRPC6 LACC1 SPTBN1 SCML2 DR1 RAB28 PRXL2C ZNF827 ZMYM6 TCF7L2 EXOC5 FAM217A PURA MIR10523_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10523_5P SLITRK3 SIKE1 SLC25A21 ZNF148 SLC8A3 SLC25A40 SATB1 MAP3K7 FYN ARAP2 TAC1 RPS6KB1 ATP9A DNAL1 ZFP90 QKI ASAP2 B4GALT6 TUSC3 TUBGCP3 MDH2 DCAF13 DCP1A PTBP3 SEPTIN14 RFTN2 RWDD2A R3HDM1 U2SURP WTAP FRS2 ASGR2 RBM12 CNOT2 NELFA FOXG1 RAD23B IL1RAP TBL1XR1 EIF1AY PGRMC1 NGDN ODAM GTF2E1 ASPH HMGXB4 SUMO2 AFAP1L2 ZNF236 PRICKLE2 SH3GL3 MFAP3L SMUG1 FAM126B STXBP5 CDH11 OSBPL3 ANKH FOS COL21A1 ZMYND8 CCT5 NAV2 CCN3 HGF TM4SF1 LMLN VAPB KLF8 SNX2 AMOTL1 DEPTOR SLC6A17 GALNS GSK3B GABRA4 SLC4A4 ZBED8 UBE2F LAMTOR3 USP24 NR2E1 POU2F2 PPP1R8 RFX3 FAM13B AHNAK SAXO1 H1-8 PRKCE USP8 FOXN2 ZNF268 MYSM1 SDC2 PTEN ZFP42 COX6C PSMD12 SACM1L BACH2 FUBP1 FNDC3B BDH2 ZNF704 PKN2 LRRC3B TPST1 OPRK1 UBE2G1 HNRNPK DBR1 ZNF207 PPP2R5E TCF12 PAK2 DLGAP1 RILPL2 STRAP TTC9 PACC1 BMP1 POU2F1 POGZ RESF1 TLE4 ADAMTS6 WDFY3 HNRNPH1 ZNF521 PPP1R3A TMPRSS15 URM1 ANKRD12 MMP28 EWSR1 USP9X TTF2 RABGAP1L NUP58 ST18 C8orf34 CPB2 MRPS10 TEAD1 PTPRC PCDH19 IL22 ID4 PTCH1 SLC12A8 WAPL TMEM99 SOST TNFSF9 NAA16 ENPP1 HIPK3 SSBP2 HMG20A SMCHD1 PPIG WWTR1 GNPNAT1 ZC3H12A RBM22 MARCHF5 SOGA3 PAN3 RAB14 ALDH1A3 ASIC5 UTP3 MAP3K2 LRRCC1 BEND4 DPH6 RELN PAPOLG STARD7 YOD1 SCYL2 CYP20A1 MRGPRX3 ARIH1 PRDX3 TAF9 PPARGC1A USF3 TLK1 LILRA1 MED12L ANKRD36C NALCN FEM1C PAX7 RAB21 VEZF1 LSM8 VRK1 VPS35 ACAP2 EPG5 LCOR IKBIP C11orf45 TAB3 ACTC1 DNHD1 FUBP3 RSBN1 DMRT1 DYRK1A HDDC2 NOG ROBO1 CSMD1 SHISA2 RPP30 FOXF1 MAB21L2 SNTB2 ARHGAP28 NFYB PDCL TMEM209 PTPN4 NLGN4X PTS RNPS1 PXDN SCML2 CREBRF PDS5B GART NUMB GMEB1 UHRF1BP1L PPFIA1 AFDN ZNF675 SLX4IP MIR6817_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6817_3P PRDM16 MC2R RCHY1 KCNS1 MEF2C IKZF1 TMCO1 MBNL3 NRN1 REP15 ZBTB7A TMEM178B PITPNM3 MAGI3 VANGL1 BBX MYORG GRAMD1B TNIP3 PSD3 GPR176 CDH19 MRPL19 PIK3R5 TRABD GPATCH11 ATAT1 TNS1 ELAVL4 NOX5 CASKIN2 TMEFF2 KLHL14 AHDC1 NEURL1B SMTNL2 TRDMT1 PAPPA XRCC4 PRICKLE2 F7 PLA2G7 SLC6A2 FBXL16 RREB1 LGI2 ZNF514 RORA UBAP1 FAM171B ELAVL3 CTTNBP2NL CLIP4 SPRY3 DCUN1D5 CLIC5 TLE5 FRMD3 DISC1 C1orf21 SLC6A17 BCL11A SLC9A3R2 FAM131B KRT28 ERCC6 RPS6KA6 FEZ2 MAGI2 POU2F2 ZNF562 TFAP2E TBX5 CNOT9 SVEP1 RAB8A ZNF415 FADS1 GRID1 ENDOV ZNF655 SUCNR1 MAP1B ZDHHC9 PLCXD3 BARX2 EDN3 PHF21A CHMP7 GTDC1 BHLHE22 BTN3A2 DUSP6 CCDC7 NFATC2 TVP23C LSAMP ITGA3 PRDM11 KHNYN FRMD6 LPP TMPRSS13 KRBOX4 RUNX2 PPP6R1 AP2A1 HRH4 FAT3 AGPAT1 DELE1 PLXNA1 RAB29 AHCYL1 KDM2A ZNF592 NFAT5 DTNA C22orf46 EPB41L3 KCTD21 WSCD2 SLC5A3 TAF11 FRMPD4 CNTD1 ZNF708 USF2 PDE7B RFPL4B MLH3 RASSF4 RANBP3L KIAA1549L ZNF257 PTPDC1 SNX7 ADGRL3 TMEM135 TMEM237 ARID3A NUDCD3 INHBB ZMYM2 IL6R DPF3 ID4 IL5RA EPB41L5 TNFRSF13B PLEKHA6 TRMT12 STUM SRP9 BNC2 MCUR1 EFNA3 CD300E STAT5A DVL3 SLC24A2 WBP1L PARD3B PPP2R5B MARCHF6 RERGL TMEM132B SH3TC2 SLCO2A1 UGCG ZSCAN12 EMX2 CALHM5 PLCL1 NIPA1 BRINP2 CD3G KHDC4 TIAM1 DIRAS1 SNX27 SAPCD2 TMEM268 RNF213 ALG10B AMMECR1 TYRO3 SGMS1 KCNJ3 TMEM200B GFRA2 PRDM2 DLX6 SH3PXD2A GPC6 LRRC10B SEL1L THSD7B OAS1 FGL2 RAPH1 CELSR3 RTN4RL1 SBNO1 ESR1 RBM20 FGG INO80D BTN2A2 SESN3 GPR179 PEX5 GPBP1L1 LENG8 NEK2 SCN2B CACNG8 FBXO40 MAP2K4 POFUT1 MFSD8 KMT5B ZNF208 PURA MIR519A_2_5P_MIR520B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR519A_2_5P_MIR520B_5P CXXC5 SOX6 AP4S1 PRDM16 PUS7 CCDC50 FBXO31 ZNF195 UNC45B CEBPZOS PLCXD1 PCDH11X CDKAL1 AMMECR1L ZADH2 FZD3 KCNIP4 POLR3C PCBD2 TRIQK CNNM3 PDK3 KBTBD2 YIPF5 USP28 CTF1 SLC5A5 HSD17B13 APBB2 TMED7 LRTOMT ZNF250 SCOC ELK4 ING4 SRPX PCDH11Y ZNF326 RASAL1 ADGRG1 PGAP1 CLPX HMGB2 HSPA12A IKZF3 PROM2 ORAI2 CPSF7 TP53BP2 PDZD8 FUT9 GATA2 USH1G EBF1 IL12RB1 MOB1A DHX36 GINS1 GPI BEND4 AK2 SLC11A2 FRY ATP6V0A2 SPN CASZ1 TNFRSF19 ZFX PAPOLG ADAMTS19 SIN3A ABLIM2 PPHLN1 TRAF3IP2 HCFC1 SULT1E1 ZNF619 SPATA31A7 MET TATDN3 PCDHB11 KLHL5 AKAP9 TPMT RPS20 MIS12 CASP10 YPEL5 IRF6 TXLNG HES1 TOR1AIP2 NEK4 SERAC1 TENM3 PAICS CLEC7A PSMD9 ZNF454 DUSP10 CUX2 ASH1L ORC1 APOL6 LRCH4 DUOX2 IFT81 ZEB2 PIWIL4 NYNRIN HPSE TBC1D9 ESRP1 CCL22 ZNF850 BRPF3 RNF148 ZNF479 CBX7 IBA57 MKX TIMM50 JADE2 GJC1 ZC3HAV1L GALNT15 SNRPD3 SLC4A8 EXOC8 PNO1 FUT1 SPATA31A5 PAQR5 UMPS CD163 SPATA31A6 ERLIN2 COX15 MICB CDC14A VEZF1 SMIM3 APELA MMGT1 DDX52 AMTN TMEM248 PARD6B RAB11B MYOZ2 JCHAIN ZNF99 GLRX3 SHANK2 HYKK ZNF638 NTNG2 ZNF678 DUSP19 LRRN3 SLC25A15 LDHAL6A ADCY1 RFT1 JADE1 SPATA31A3 SPATA31A1 DSC2 TTC30B COL12A1 KRTAP19-6 TGS1 SHISA2 TRIB1 STARD4 SYS1 GK5 PIGR KLHL24 CEP41 KCNMB2 LURAP1 SF3B3 DEPDC4 JAZF1 SLC6A1 TMEM236 SYT1 TTC14 CRYBG1 TCF24 ADAMTSL5 GRM6 ATP6V0D2 EFCAB5 NCMAP IRAK2 EFCAB2 FOXL2NB RIN2 FGFRL1 RAD1 RBM8A WIZ PDXDC1 EXOSC6 MTFMT FGD2 RPL15 ALG1 ITPKB SOST HMGA2 MIR625_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR625_5P CALU CASTOR2 FLRT1 ZNF32 MTSS2 STXBP4 CRYZ ABI2 PCM1 TSHZ2 FAS ASB11 KRT23 WASF1 PPP2R2D TBC1D7 DDX17 SNX3 C1orf198 ZDHHC15 PTBP3 KLHL13 CNN2 RAD51D ATAT1 SHISAL1 LHX6 ZNRF2 PTPRS STIM1 CTBS CASKIN2 AMOT OVOL2 SEPTIN6 IQSEC3 SUMO2 REEP1 ATXN2L CCDC148 PDE1C GIMAP1 MXD1 CEBPG TES SMUG1 C2CD5 TNK2 SCUBE3 IGF2BP1 RABGGTB KALRN ARIH2 GRIA4 ITSN1 IL18BP APLNR THUMPD2 IL17D ADAR SPAG9 ATP10B SUMO4 NFIX HMGB3 G3BP2 UBE2K HNRNPAB WASHC4 KRT1 ACTB GYS2 SLC6A17 TLNRD1 NEDD9 TTC39C MAJIN NAPA PHYH RSPO2 GSPT1 BCLAF1 ATXN1 KLHL28 PPT2 SERTAD2 TSPAN11 POU3F2 GCOM1 PTGER3 PLCXD3 CHD6 SEMA6A MGST2 CYB5B SNPH LEFTY2 ZNF629 MCC KLK10 PXYLP1 CBX5 PKM GATAD2B SCIMP HS2ST1 ANGEL1 HECW2 SPRY4 ASAH1 NOVA2 FLOT2 PMEL EPB41L1 DCLK1 ZNF275 UBE2N PCDHB13 PEX5 STX8 CLDN11 STC1 POLR1D PABPC4 ELOVL2 PPP1R3C PPP2R1A PPP6C PVALB GHRH PIGG RAG1 ARL5B MBD2 SPICE1 IFFO2 RASL11B RNF10 C5orf24 MECP2 SEMA3D SPOCK1 FBN1 LETM1 SENP6 WIZ NOS1 SPIN1 WBP4 RAB33B LIX1L REG3A SOX7 MPZL2 ORMDL3 TXK DVL3 RIMKLA ZNF527 TBCEL TTPAL MACO1 NBN NECTIN1 NSL1 KATNAL2 POLR2M EID2 EPB41L4B UBAP2L DAPP1 MEX3A HOXB5 ERVFRD-1 UBE2R2 ZNF395 CCDC33 PCDHGA6 AHCTF1 PLEKHH1 GABRP CASQ1 ATAD2B DUSP8 BRWD3 MPZ MFN2 ZNF519 INO80D ZNF444 NSD1 P2RY4 AVPR1A IP6K3 JAZF1 PTPRJ SESN3 CHAF1A SRGAP1 PHLDA3 PRPF38B RBFOX2 ARID2 C5orf15 NXPH2 NFASC ZSWIM4 SEC24A MYCT1 PAG1 MIR670_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR670_5P ESRRG LFNG M6PR ZNF148 GP2 TMCC2 RBM24 ZNF281 PLAGL1 TPM4 CARNS1 PCM1 YWHAB PEAK1 QKI GPATCH8 IAH1 CNTNAP1 DCP1A SLC35A4 PHACTR3 TGFBR1 CDH5 SEMA6D CORO2B PPP4R3A NUP210 ELAVL4 FAM234B NPL C19orf38 SEPTIN6 PPP2CA SP1 GXYLT1 NRG3 CBLL1 FGFR2 MKNK1 CER1 LGI2 SLC26A6 ZFP62 HADHB STXBP5L SRSF6 GUCY1A2 SCN5A CBFB SEC14L2 ARFGEF3 PROX1 STIMATE CYYR1 MAP3K3 LANCL1 ATP2B3 ZKSCAN5 TAF4B USP38 GJB7 TRIM71 RGL1 ACVR2A TNFRSF1B PI4K2B RBAK ECE1 SYVN1 CCNJ DUSP6 KCNB1 STX6 FMO5 BEND6 MAP3K11 FGF14 SEMA4B VPS4B SLCO3A1 CDKL3 KDM7A ELOVL4 GRB10 MFSD14B ZNF12 ATL2 QSOX2 CNNM4 ZNF704 ATXN3 SMAP2 ARHGEF2 ABCC4 SPACA1 SLC23A2 SH2B3 CGN APBA1 BNIP2 AMER2 ITCH SS18 QPRT KIF1B EDN1 ZNF396 PDCD4 IRAK1 ALOX5 REL PPAT SRF CECR2 TTC30B RMND5A HOXD1 NAV1 SLC39A9 ADAM9 ZNF697 ANO1 PRKRA TMEM72 PHF20 CREM PCDH7 CCDC169 ERMP1 TRIM5 HNRNPA3 FLG MINK1 FAM216B TMEM132E FER PKIA ZNF236 STARD13 BRWD1 FAT4 LRP3 TRIM2 SEL1L GOLGA5 UBR7 TMEM135 SUN1 CCR5 TMEM237 FUT4 RASA2 PCNX1 ARID3A MARK1 PDXDC1 NRXN1 RASGEF1A RALGPS2 NCK2 SRGAP2 BAG4 PGP DIPK2A DLGAP1 VPS37B CDH26 FBXL19 EHD2 ATG4A ABCC5 ADAM28 SYDE2 SLC24A2 AGXT2 RFX5 IPMK BCL2L2 UBR2 ZFP41 TTPA UNC5C CASZ1 SSTR3 DUS1L NEU1 IER3IP1 SH3TC2 ZBTB34 WNT4 ZBTB37 AHR FMR1 ZSWIM6 CRB2 PKP4 ATXN7 SLC17A8 PLEKHA8 ZMYND11 MAP3K1 NIN INTS7 ZDHHC7 IRF4 BRWD3 GBP2 ARID3B TOX SNX18 CPSF6 LCOR ANKIB1 GLS MEF2D PGRMC2 CCNJL RYR2 LACTB BAK1 BPNT2 EPHA4 SBNO1 ENPEP NEDD9 ABTB1 DAZAP2 DDX3X CXCL13 INO80D KDM4C TRIM59 PPM1H NIPAL4 CYP24A1 CCNC LACC1 YOD1 ASXL3 GRHL1 SPSB4 ZNF831 ZDHHC9 SCRT2 DOCK3 DLG2 LPAR4 RASSF3 MIR6780A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6780A_5P SYBU MDM4 CASTOR2 CHN2 PLCXD1 LYN KCNIP1 CTSW NID1 MARK4 ITLN1 PGBD1 IRGQ NSL1 STX5 LRTOMT PRICKLE3 CHTF8 GFOD2 CORO2B CCL28 CASP10 IKZF3 DAB2IP SAMD4A RIT1 GPT2 CEBPZOS DYDC2 PHACTR4 ZNF432 ACKR2 BCKDHB PDE7A NFIC MTX3 MAPK13 IGF2BP1 VPS13B FAM72A ATP1B4 PYCR3 MIP NCEH1 DEPDC5 NMNAT2 EOGT ARNTL2 LHPP GLG1 ZNF385A DNAJC8 ORAI2 ZNF490 SP8 FNIP1 ATP7B CIC ODAPH CDH1 EBAG9 DDX6 CTDSPL FRMD5 FIBCD1 ESYT1 ATXN1 VAMP1 FCAR ZNF655 ANKS4B FBXL18 TMEM63C ERBB3 ZNF674 MPIG6B GDI1 ACADSB SCGN RIMS3 COL11A2 GNL3L YWHAQ CBX5 SLC6A11 ABCG4 OSBPL1A RPRD1B SH3BP2 MS4A10 SPI1 CSF3R MS4A1 PI3 EXPH5 NOVA2 MEFV IFI6 C7orf25 MAML1 RAB37 RRP15 CCDC28A-AS1 MUCL3 GFRA4 CD164 RNF8 CDADC1 KDM4E GCFC2 APOBEC3F CALCR TCTN2 TMEM132E GLYAT ZNF793 PSMB2 AP000251.1 FOXP4 SHISA6 FBXL20 SHOX PARP9 EFCAB2 FUS ELK1 CCNT1 NOS1 LYZL1 SYP SHISA7 DTX4 PRRG1 MTFMT CYP1A2 MASP1 RRP7A TMEM265 SOGA1 RNF24 NDST1 PCBD2 LYZL2 PNMA2 SLC2A4 SLC35E2A TMEM14B GNPNAT1 HRH2 SETD7 ZNF814 MAVS CNEP1R1 MRPS2 CPSF7 HSPB7 POLR2D TMTC1 PAPOLG CDC42EP1 TRAF3IP2 HCFC1 SULT1E1 CYP20A1 RBM19 CGNL1 ZNF544 GNAT1 SLC35F6 UPK2 ARGFX ZNF554 H6PD DVL1 ZDHHC15 APOL6 TMEM239 CCL22 F2RL2 CLSPN EEF2K PPP1R11 CDK8 SUSD5 HOOK3 DERL1 PRR23C FOXK1 VPS25 RAB21 SV2C APELA CYP2B6 RAD51B LRPAP1 PARD6B ZFHX2 GLS KCNJ6 ASPG PACS1 NTN1 GFAP GAB2 DMRT1 ARNT2 PRND RHOJ VIRMA FAM72B PYGO1 RBMS2 PLEKHA5 SYNGR1 SNAPC3 BORCS8 HUNK NOL9 KLF7 GPR83 CORO1C COL27A1 SKA1 RALB ARID2 NHEJ1 MYO10 SBSPON SCAI ZNF286B EXOSC6 PIGK RPL15 MIR761 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR761 CXXC5 BTBD1 DMXL2 CBL MAPK8 BAX GALNT18 PCDH20 PYM1 FGF14 QKI KBTBD2 GPN1 PURB CAPN11 USP20 KCNC2 HPSE2 INO80C PHACTR3 LSM12 ZBTB20 LHX6 CMTM4 PDE11A CPSF4 IPO7 NEO1 ATG16L1 SMYD5 PGF ZBTB10 IL17RD SLC25A25 ACVRL1 TBL1XR1 IKBKB CSF1 NEURL1B MEAF6 COP1 MLLT10 DBNDD1 RPUSD1 PIM1 DLL1 KMT5A MTA3 BCL2L11 DUSP15 STK32B RAP1GAP2 YWHAZ FAM110D FGFR1 VSTM4 ACSL1 MAK16 FBXO32 LUZP1 USP46 DHRS12 GLOD5 KSR1 SARM1 AKAP13 CLASP1 COG5 SIGMAR1 PDE5A BCL11A KIF7 IPO11 SLC23A2 EXOC2 GSK3B RC3H1 PROX1 PTER GNAL JAKMIP2 PLXDC1 USP24 SLC36A1 PLA2G3 TSPAN11 IGSF3 FNDC5 UBL4B BRPF3 CCDC103 RNF169 RIMS3 PPP2CB TMEM33 RAPGEFL1 GPR85 GFRA1 NFATC2 ZFHX3 RCSD1 NAA15 TRAF1 MMS19 ZFAND3 ZNF710 PRR23B ATP2A3 SLC25A39 SLC8A1 OPRK1 TMEM248 GPR6 MAP3K4 AMMECR1L SNX12 CPEB4 IRS1 PRR14L EDF1 MBLAC2 RALGAPB ATP8A1 DAGLA PPM1L DOLPP1 VPS53 KCNC4 NMB CPEB1 C1orf226 PPP6C MECOM CTSS PCMT1 GCC2 TNPO1 JPH1 ZNF609 KRTAP4-4 GALNT7 PARP16 TMEM86A TAOK1 PHF6 MTMR3 SOX8 CREBL2 EXOC3L2 ERFE RPIA HR MYO1D SEC31A ATP8B2 ITGB8 CTNNB1 KPNA1 SOGA1 TANC2 PLAGL2 CERT1 MLXIP HMG20A FBLN5 PDLIM5 MAPK1 CLSTN1 GATD3A RAB14 TAFA4 CHD2 CBX2 MED19 PHF20L1 C17orf49 PAN2 TMEM43 NOMO3 FAM20B HMGN4 F8 RUBCN ERRFI1 RGS22 RBM34 TMEM161B KIF21B HMGN3 TRAF3 BTAF1 ZNFX1 ST6GALNAC1 UBE2R2 TRA2B BAZ2A LRP2 ALPK2 NAA50 SEC24C PGGT1B CNIH1 PIK3CB UBE4A ARID3B MPI RAB4B NFIA CEP44 KIF13A MFN2 GDNF GARRE1 PCLO ZBTB39 CBR4 NSD1 TGOLN2 USP3 OXR1 PHF21A NUFIP2 ZNF214 ADSS2 LARP1 MIR6830_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6830_5P CDC25B IPO5 MDM4 EHBP1 SLC4A10 DBI ZKSCAN8 SYNPO2 ZNF384 ELOVL7 HMBOX1 NID1 MBNL3 MARCHF6 SSR3 WNK3 ADAM19 DGKH PDK3 SPCS2 TSC22D1 ASB11 NHLH1 SPATS2 KDM2B P2RY10 JADE1 GABRA5 GDF9 ACSL6 ZNF480 PHTF2 RANBP3L BCL11B PALM2AKAP2 SRSF5 ADAT2 ADGRE3 WFDC9 OPA1 ATP1B2 CCDC88A COL1A1 RAB2B BORCS5 BRAF CADPS2 SP1 PDLIM5 GABRA1 PCNP KL TRIM33 MTX2 MYO5A SCD BOLA2-SMG1P6 ORC4 AGO1 ATP1B4 CUL4B ARHGAP5 CDK11B TSPAN3 NMNAT2 SPRY3 BIRC3 CA13 SLC9A3R1 SUSD6 RERE HEXIM1 BACE2 SLC23A2 FSIP1 DSE TRPM3 ZFP1 PRSS16 KCTD12 TMF1 GSPT1 SHLD2 PROS1 PAX5 TRAK1 BCAT1 NAP1L1 PPARGC1B GABRG2 SORCS3 YWHAQ DDX4 SPX PTBP1 PAPLN BARD1 SLC9C1 ZBTB6 BTG1 PPM1E GOPC SLC4A11 CDK11A ZNF777 TRAF6 PLK2 ABCG5 MAP3K9 TSFM ZNF708 SEMA4D ALDH5A1 ELF5 ARF3 SDE2 DDA1 ZCCHC2 SLC4A8 KLF6 CCSER2 GLIPR1 LY6K SLC26A7 CDKN1B FZD10 PCNX1 ATP2C1 SDF4 PPFIA2 WAPL TMEM123 MBTD1 PCP4 GPHN C3orf62 FOXO3 MDH1B WDR76 TKTL2 ASB15 ZNF280B PRRT4 TMEM107 PHF20L1 ANXA2R TBC1D32 OSTM1 TENM4 UNC5C MELTF ACBD3 YOD1 YBX2 GTF2H5 RPS20 DUSP4 TRIM35 MRPS35 STK35 GPR88 PFN2 DOK6 ABHD13 ZXDB INTS3 ENTHD1 XBP1 SPTLC1 PAX7 MMGT1 DIRC1 LATS2 POLI KMT2A MSN AAK1 CARNMT1 TRIM66 MMUT TTC33 ARHGEF35 TRPC5 BNC2 WWC3 CHAC2 KRTAP26-1 ANAPC7 HOXA5 ARX USP12 MYCT1 MIR4271 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4271 PNOC CALU PRDM16 NR2F2 YY1AP1 NR1I3 HCFC1R1 ARHGEF7 STEAP3 LGR6 DDN PAF1 SCAMP5 QKI PI4KB ADCY9 WAS ZDHHC3 PPP1R18 HHLA2 CD209 GRAMD1B CPNE5 CORO2B PRKD3 WDFY1 TNS1 TMED4 CNOT2 FYCO1 CANT1 MKRN2 SDHC FADS2 ZIC3 ITGA7 TET3 BRAF SLC4A7 PDLIM5 C1QTNF7 AMFR SAMD4B ZKSCAN1 ARPIN SERF2 EGR3 VTI1A DCHS2 CD207 P3R3URF-PIK3R3 NAA40 CXXC4 ZBTB4 CLIC5 TFE3 MARK2 ZNF385A ARFGEF3 BTRC KIF21B ABCC10 SPOCK3 MINPP1 PDYN EI24 CABP5 ZCCHC3 KDM2A PATL1 SUCNR1 CCDC178 C19orf47 ATF5 BRPF3 USB1 ECE1 CNOT8 PYGB GRAP2 PRDM11 MAF TAGLN2 PAMR1 LIPT2 ZDHHC14 ZNF346 SPRY4 PHACTR1 ATF7 SCNN1A RNF14 ANAPC13 ZNF516 FAM122A TMEM131 NUP205 ZNF592 BCAS3 PLEKHS1 NRAS TTC21A TPTE RHOC PIK3R3 MAFG RAB11FIP4 ZMYM3 PBX2 THRA UBE2D2 PCDH7 IPCEF1 IVL GIT1 CERT1 GSTM5 DCAF7 HOXD13 SHISA6 BRWD1 MECP2 PCYOX1 ELK1 LRRTM2 MBD6 CCDC68 TAOK3 RAD18 SYP CLOCK XPO7 MXRA5 MYO1E BNC2 IGFBP4 EFNA3 CHRNB2 REPS2 PARS2 RUFY2 ZNF703 FKBP1A FNBP1L PTPN14 CD177 LY6D IFIT1B NECTIN1 RTN4RL2 GSDMA CC2D2A FOXRED1 SYT7 CNTNAP3 ABHD5 LINGO1 FKBP5 SMARCD1 EP300 PDXK HINFP CALN1 KCNA1 C19orf84 OSBPL7 CNGB1 KDM4A MFN1 UBE2R2 DAPL1 ARSI MARCKSL1 BAZ2A TAP2 DYNLT3 FZD2 ZBTB20 FCER1G OSBP LZTS3 VWA1 SH3PXD2A KSR2 RAB3A ARID3B ATXN7L3 SLC7A14 CHST3 RALY TMEM69 CXCR3 TRMT112 INO80D CHRNE MFAP4 SIPA1L3 CNTNAP3B SEMA4G SPAG7 CBX4 HDAC1 ADO SRSF2 ELAVL2 S100A14 SDC3 NEUROG2 ASXL3 FRA10AC1 MOXD1 CSNK1G1 TNRC6A SCRT2 RPL15 MMRN2 FANCC MIR8085 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8085 CALU PCDHA2 C2CD6 SNX20 PLSCR3 CACNA1E CHRNA2 MTSS2 CRNKL1 CREB3L2 RAPGEF1 AMER1 SCAMP5 ANK1 FIGNL2 ARRB1 MRPL19 SHISAL1 PLEC XYLB LTBP2 ATAT1 MYEOV CRIPT TOM1L2 TRIM58 TBL1XR1 MLLT11 TSPYL2 ITGA7 IER5 TP53INP2 LLCFC1 EIF1AD PRELID2 PCOTH PCDHA12 TBL1X RBPJL ANKH PDE4D ASIC1 EYA3 CD8B SMARCC2 CEP120 EXD2 CCNK ZNF385A ARFGEF3 FAM122C SIGLEC1 KIF21B NAPA GSK3B PCDHAC2 HOXC6 EIF1 PPFIA4 KCNAB2 GCK SLC36A1 KDM2A EFNA1 PEX11A SCN4B CADM3 HCN4 IGSF3 C19orf47 OPCML ARHGAP24 USB1 PCDHA10 RAPGEFL1 KCNB1 STX6 MRTFA RAB5B ERAL1 HIP1 FAM168A FAM163B PABPC1L2B PER1 PM20D1 PRKCG DNAJC5G CD209 EHMT2 INTS5 PABPC1L2A USP36 UBE3A RNF220 CCDC97 MAP6 AHCYL1 MORC4 PCDHA5 GIGYF2 DISC1 NEUROD2 PLEKHG6 RRNAD1 WNT1 PIP4K2C PPP4R1 LDB1 NAGA HNF1B CD164 IKZF1 MTHFR CLCN5 ZC4H2 NRM PCDHA9 TFDP1 TCHHL1 LHX2 GNAO1 SNX19 STK40 ARF4 MLF2 SHISA6 PCDHA8 PELI1 SLC22A23 RABGAP1L VGLL3 GET3 PLP1 MGLL SMAD2 BCAM PCDHA3 SYT6 FST SYP EPHB2 ZNF569 MYCL PCDHA6 ADH6 ANKRD45 SOGA1 SSBP2 TRIM38 CDC42BPA SERPINB8 SEC24D NAIP HIPK2 LRRC27 PRELP ETV3L SRD5A3 NDFIP1 ZNF703 LINC02801 PSEN1 TNFRSF10B PCDHA13 AC016876.1 VTI1A FMNL3 BEND4 CXCL17 RIBC1 CSRNP3 HDAC3 HSPB6 MUC22 FOXRED2 WNT9B CASP2 PLBD2 SEMA4G PCDHA11 RPH3A MARCKSL1 CHCHD3 EXTL3 CCDC102A CLASP2 ZCCHC4 HTR1D DNAJB1 PCDHA7 PCDHAC1 PPP1R13L SHANK1 AMT SIX2 PCDHA1 RNASE13 USP49 ZNF407 YWHAE CDR2 CNGA2 HLA-E APOBEC2 RIMS4 RBM20 SREBF2 ZNF444 PARVA NR2E3 SLC17A7 SPIRE1 TRIM66 HEY2 FNDC9 HNRNPL ALPK3 FZD4 COL9A3 CORO1C DLX3 PCDHA4 SLC6A6 YIPF3 HYAL2 SDC3 NPTX1 SCN2B SSR2 CAMK1D ZFYVE28 KCNA6 DYNLL2 ADARB2 PAK1 MIR557 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR557 UNKL AGFG1 PTPRM DMRTC1B AGO3 MBNL3 OXTR VOPP1 PRKACB ADAM19 RPS6KB1 ANK3 RBPJ AKIRIN1 CGGBP1 UBA6 MTDH GEM KCNN3 NELL2 GRIP1 C2orf74 MTF1 DMRT2 SEMA6D BCL7A PAX6 PTPRD PPP1R3D DAB2IP ISX NR2C2 PGRMC1 PNN MLLT11 CDC42EP3 TRPM1 SCN3A TASOR LIMS1 EIF4G2 ZBTB5 SLC4A7 CLCN4 OLFML2B CASP7 PRDM1 CNKSR2 RALA KIAA0232 IRF2BPL NCEH1 ZNF440 SYT14 RASSF5 EEF2KMT SLC1A2 EOGT FOXD4L3 BCL11A CNOT7 LHX8 HACL1 LRRN1 ZDHHC17 RWDD2A MRPS33 EPC2 CHRNA3 PIWIL4 SCN1A TFRC AADAT PCDH9 SP3 CUL4A UVSSA LCLAT1 PRKCE REV3L CAMK4 RBMS3 TSPYL4 PDE3A PTBP1 NUP43 CRTAM FAM43A MDGA2 SACM1L BACH2 SCLT1 PJA2 CAMTA1 MARK3 LUM KRBOX4 RARG THAP6 UBE3A SNX13 NWD2 SENP7 GATM PDS5A CHODL FST ATXN7 CPSF6 PLXNA4 GMFB STAT5B RUNX1 RAB22A POLR1D DENND1B GP6 PNPT1 PPHLN1 POGLUT3 CUL1 BPTF AGPAT5 TNPO1 ANKRD12 FLT1 USP9X ARID1A SPTBN4 DLK1 ADAM10 ALPI ELK3 WWP1 C14orf28 DKK2 TAOK1 LONRF2 ADAM17 AMN1 LCOR ATP11C PCDH19 HOMER1 RIMS2 XRCC4 SECISBP2L ZER1 MS4A13 ARRDC2 CLOCK KPNA1 DFFB BCL2 HIPK1 SLITRK4 GLRA3 LPGAT1 TRIM63 KMT5B AUTS2 MACO1 GRIK2 GRP GGNBP2 JADE1 CACNA2D1 AKAP5 PDE10A KIAA0753 RGMB RALBP1 SCYL2 MAP4 KCTD1 FGFBP3 DHRS12 CTNNA2 ZSWIM6 ASH1L KDELR2 RFX7 SGMS1 NPAT C3orf80 MED13L CCDC6 VPS36 BRWD3 PDE6C AGAP1 WAC RB1 LACTB DYRK1A CSMD1 CCDC9B ZNF85 AMPH PCLO ZNF268 UNC13A FOXN3 NEXMIF CBX4 GTF2H1 OLIG3 TRIP13 C1orf74 MOB1B ZFP1 DMRTC1 SORBS2 PF4 KHDRBS3 TMEM245 CXCR6 ATRN MEIS1 C19orf44 PLXNC1 FCRL3 TLCD4 TET1 ENDOD1 MIR6731_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6731_5P CALU PCDHA2 C2CD6 SNX20 PLSCR3 CACNA1E CHRNA2 MTSS2 CRNKL1 CREB3L2 RAPGEF1 AMER1 SCAMP5 ANK1 FIGNL2 ARRB1 MRPL19 SHISAL1 XYLB LTBP2 ATAT1 MYEOV CRIPT TOM1L2 TRIM58 TBL1XR1 MLLT11 TSPYL2 IER5 TP53INP2 LLCFC1 EIF1AD PRELID2 PCOTH PCDHA12 TBL1X GANAB RBPJL ANKH PDE4D ASIC1 EYA3 CD8B SMARCC2 METTL8 CEP120 EXD2 CCNK ZNF385A ARFGEF3 FAM122C SIGLEC1 KIF21B NAPA MAP3K3 GSK3B PCDHAC2 HOXC6 EIF1 GCK SLC36A1 KDM2A EFNA1 PEX11A SCN4B CADM3 HCN4 IGSF3 C19orf47 OPCML ARHGAP24 USB1 PCDHA10 RAPGEFL1 KCNB1 STX6 MRTFA RAB5B ERAL1 HIP1 FAM168A FAM163B PABPC1L2B PER1 PM20D1 PRKCG DNAJC5G CD209 EHMT2 INTS5 PABPC1L2A USP36 UBE3A RNF220 CCDC97 MAP6 AHCYL1 MORC4 PCDHA5 GIGYF2 DISC1 NEUROD2 PLEKHG6 RRNAD1 WNT1 PIP4K2C PPP4R1 LDB1 NAGA HNF1B CD164 IKZF1 MTHFR CLCN5 ZC4H2 NRM PCDHA9 TFDP1 TCHHL1 LHX2 GNAO1 SNX19 STK40 ARF4 MLF2 SHISA6 PCDHA8 PELI1 SLC22A23 RABGAP1L VGLL3 GET3 PLP1 MGLL SMAD2 BCAM PCDHA3 SYT6 FST SYP ZNF569 MYCL PCDHA6 ADH6 ANKRD45 SOGA1 SSBP2 TRIM38 CDC42BPA SERPINB8 SEC24D NAIP HIPK2 LRRC27 PRELP ETV3L SRD5A3 NDFIP1 ZNF703 LINC02801 PSEN1 RPS6KA2 TNFRSF10B PCDHA13 AC016876.1 VTI1A FMNL3 HERC1 BEND4 CXCL17 RIBC1 CSRNP3 HDAC3 SH3TC2 HSPB6 MUC22 FOXRED2 WNT9B CASP2 PLBD2 SEMA4G PCDHA11 RPH3A MARCKSL1 CHCHD3 EXTL3 CCDC102A CLASP2 ZCCHC4 HTR1D DNAJB1 PCDHA7 PCDHAC1 PPP1R13L SHANK1 AMT SIX2 PCDHA1 RNASE13 USP49 ZNF407 YWHAE CDR2 CNGA2 HLA-E APOBEC2 RIMS4 RBM20 SREBF2 ZNF444 PARVA NR2E3 SLC17A7 SPIRE1 TRIM66 HEY2 FNDC9 HNRNPL ALPK3 FZD4 CORO1C DLX3 PCDHA4 SLC6A6 YIPF3 HYAL2 SDC3 NPTX1 SCN2B SSR2 CAMK1D KCNA6 DYNLL2 ADARB2 PAK1 MIR8084 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8084 BAG4 AFF4 MMD ZEB1 LTN1 SPRY4 PDE4B THAP1 GAB1 KISS1R CDC27 CADM2 MEI4 HIPK3 THUMPD3 EGLN1 RECK ZSCAN29 RPS6KB1 HDAC9 PHC3 ZNF770 RORA QKI RBM26 DUSP1 AP1S2 RAB11FIP2 MOCS1 LRCH2 SKA2 PPP1R18 ELK4 MST1L SLC35F1 NR4A2 CPEB3 PHACTR3 FLRT3 CTNNA3 OGFRL1 LSM12 MINDY2 ANKRD40 PARPBP RMI1 RANBP3L RPF2 LIN7A DEFB118 MAP4K3 RAP1A ABL1 BDKRB2 MARCHF6 CCDC152 ELMOD1 ATP11B USP38 SALL3 AKT1 FUT9 RBBP4 ATP11A FAM13C RALGAPA1 FAM114A1 PPP1R9A GPN3 TOPBP1 DCX SLC14A1 ZNF330 KBTBD6 ABHD5 OSTM1 LUC7L3 NF1 NKD1 WASF1 BCORL1 PPM1A PRDM1 CFL2 ELK3 ZFX ABHD3 PTPN12 ZNF711 PLOD2 MYT1 EP300 FAM126B RALBP1 TMEM47 GCSH DEPDC1B VGLL3 TBX18 PARP8 KLHL5 GOLPH3 CTTNBP2NL OSBPL1A PI4KB TPCN1 SRSF6 ZRANB3 SEPHS1 NOTCH1 MID1 PRR23A GPM6A FSD1L DEK ATXN7 PROX1 ELOVL6 RTF1 PCDH19 NR5A2 TPGS2 RNF19A RBSN PRICKLE1 TRA2B MIPOL1 EPC2 NIPBL MAP3K1 DNAJB9 FMNL2 ZEB2 SLC10A7 PRTG EID2B FBXO38 C2orf88 RBM46 PI4K2B CASK SPRTN USF3 RIC1 FOXN2 CPXCR1 TXNRD3 PTPN21 UBE3C SRSF1 TRPC3 JUN B3GNT2 ARL5A RBM15 OSBP PSMD12 TDG NAP1L3 SNX30 FRMD6 SIRT1 FUBP1 GTPBP10 KHDRBS2 TMEM185B BRWD3 MGAT3 ABRA TOX C11orf95 BRMS1L ADGRF5 GPR26 ZFHX4 RSL24D1 ING2 MSR1 MPPED1 MOB4 DNAJB14 PEDS1-UBE2V1 IL5 ZNF592 PCDHGA11 TFAP2A CECR2 MAP2 TMEM68 MED12 UGT2A3 PYGO1 ANKRD34B FOXF1 MPRIP PGM2L1 RNF166 SCN5A BTBD3 DLC1 PRRC2C PDK2 MMAA CBX4 SETD9 ARL2BP SLC6A1 XKR8 PTS UBE2V1 USP9X MYO19 TPK1 ACYP2 TRPC5 MCFD2 PDS5B TTF2 RIPOR3 NUP58 BICD2 CDK17 C18orf25 FUT4 RASA2 SCAI TENT2 ZFP28 PCF11 HMBOX1 ATP11C DESI1 TET2 ALDH1A1 PHF21B PCNX4 SLC24A1 FGF7 WBP4 TET1 SULF1 AKT3 MIR4470 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4470 RWDD3 ARMC1 CAMK2D NCALD MYO1C TP63 GNB1 NRN1 RETREG1 KLF11 SETX EGLN1 WNK3 CCDC178 ATP9A TARBP1 PRUNE2 FBXW7 MAGED2 UGT3A2 CACNB4 BMI1 BCL2L12 SORBS2 JPH3 TAGAP HS6ST2 RWDD2A PTPRD CNOT2 CEP83 DNAJB14 FRS2 DELE1 CADM2 PAPPA PRDM10 AXIN2 SLC35D1 ADD3 STX17 HIGD1A CAMSAP2 RABGEF1 LTV1 IRF2BPL USP13 ENTPD1 GRID2 CUL5 IL20RA CTTN PDE5A PRKAA1 BTRC IL18R1 A1CF CELF2 MPZL3 FBXL12 ARID4B C1QL3 CDHR3 PMP2 PTER MAGI2 ALCAM PRTG PRKAR2A APLN COMMD3-BMI1 LTN1 MKX REV3L RAB3B ADRA2C CCT8L2 SLC44A2 AKAP13 TOR1B CHSY1 RPL32 PTEN COL5A2 AP3S1 HSPH1 RPRD1B ATP5MC3 YWHAG UBAC2 OTUD6B CDC42 SSH2 PTPRG IGSF10 CATSPERE RARG ELL ATF6 EYS NAMPT UHMK1 KLHL31 ZNF445 HACE1 FBXW11 MCPH1 MAPK7 AP3M1 RALGAPB ATP8A1 SLC9A7 SRF AZIN1 SLC39A9 SEPTIN9 HIPK3 GATAD2A PLEKHA3 SKIL MECOM ATP6V1H TRIO SNX19 EVI5 SH3KBP1 ASCC3 CERT1 WDR37 NUP58 ARPP21 PPP3CB SORL1 CCDC125 KCNH8 SLAIN1 SERTAD4 NF1 MECP2 PCNX1 LIMS1 SCN7A OSTF1 ARHGAP6 GNB4 DENND4C LHX8 ZC3H15 TACC1 QSER1 MYO1D EML1 MORN2 TBC1D25 SLC30A1 WIPI2 COL1A2 GATA3 RAB10 DOCK10 RIMKLA DERL2 NCOA7 NCAPD2 PAN3 XPR1 TBC1D12 CPSF7 IKZF5 NUP98 CACNG1 HOXA9 PIK3AP1 RERG KCNE4 RAB2A COBL PDE7A PRR27 FIGN TULP3 PTP4A1 CALN1 BBX SOX6 PYGO2 RNF208 IFNW1 SCN9A TRUB1 CBFA2T3 CLASP1 PLPPR2 CACNA2D3 ABHD13 ZXDB BBOF1 ST13 PSME4 LAMC1 FAM78B NOTCH2 ELL2 ZNF501 NFYC EBF3 FAM174B GPC6 FPR3 ROCK1 KHDRBS2 BRWD3 FBXW2 SERINC5 AGMO SLC7A1 DENND1B CYLD FOXO1 CCSER1 UNC13C PPM1K VAMP1 MBNL1 NFE2L1 SREK1 TNS3 SNX6 FAM81A SORT1 WDR82 SEC22A SNX4 FOXF2 PHF21A CREBRF MAN1A1 NPTX1 LRRC55 ZMAT3 MTHFD1 C5orf15 CD47 CCNY PRKACB ARL6IP5 STK39 DMXL1 CASK BET1 MIR4517 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4517 VSIG1 ACSL3 ASIC2 DLEU7 SSX2IP ADAM22 DIP2B SNRPG TRMT12 CPEB1 GMDS OSMR GATAD1 ZNF281 RBM41 ZBED8 MPDZ CNRIP1 SLC36A3 RSBN1L RAB3IP NOVA1 GLRA3 DDX3X SIX1 HIVEP1 GATA3 ZSWIM3 DGKH PHC3 ZNF770 PGBD2 PALLD QKI TMEM267 PRPF40A PLAUR ELMO1 MICU3 RAP1GDS1 FRMD4B BOLL RANBP3 ST6GALNAC5 MARCHF5 NFAT5 LYSMD3 FLI1 ANKRD10 IFNA2 CPEB2 DRAM2 CEP43 CSNK1G3 TENM1 RASEF LIN7A ENTPD1 SEM1 PARD3B MAP4K3 RAP1A TRIM58 PHF8 USP46 SLC25A25 UBE2H HNMT ZFP36L1 DAZAP2 TNPO1 FUT9 FCRL1 SEMA5A FMR1 MAP3K2 PAPPA CLCN4 TUBE1 KCNT2 TRIM33 FOXD4L6 TLCD3A SLC10A2 RNF38 CSRNP3 ADGRV1 KLHDC1 ZXDA ADD3 DCK CTSE PREPL STEAP2 GNA11 OSBPL11 SGIP1 PHF2 RB1CC1 C11orf58 FASTKD2 FOXD4L3 ATF7IP2 XRN1 ELF1 ABCC12 GABPA DNAAF4 LRRC19 BCCIP DACH1 CREBBP KITLG MS4A12 ZNF415 VAMP4 WDR47 ZFY OR2A4 SSH3 ANO6 SNX12 RAB3C LRP2 SRSF10 DARS1 TMEM38B MON2 ZNF850 ENTHD1 HDGFL3 FMO5 YAE1 GABRA3 PDE3A TGFBRAP1 SERPINB8 GALNT6 TCERG1L ZNF681 CLCN3 TUBB VPS37A LRP12 FRMD6 RPRD1B LPP NCKAP1L TWF1 TRAPPC10 CISD2 EFHD1 ATL3 MYNN MPP7 PTRHD1 NAF1 ALX1 PLD5 CDH9 RASGRP1 ZNHIT6 CPSF6 S100A7A TCEAL6 C9orf72 FABP2 ATXN7L3B DLX1 RSF1 PDS5A ZNF384 SRSF12 MRPL50 AFTPH ANKRD20A1 SLC7A11 CSMD1 UGT2A3 BMPR2 PYGO1 BRIP1 OTC NETO1 PIGN EPAS1 PPP1R3C GNG2 PCDH10 PPP1R3A NFYB MTA1 PUS7L PDCL ANKRD20A4P MAEL PTPN4 COL19A1 CDC5L NDUFB4 CAB39 PRRG4 PLSCR1 DR1 OOSP2 NPY2R ZNF827 PABPC5 KMT2C N4BP2 SLC9A1 CNTN3 PDZRN4 BET1 SENP3 LYRM7 ANKRD20A2P STON2 NODAL DENND4C MIR580_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR580_3P ZNF148 FCHO2 CFHR3 PALM2AKAP2 SATB1 ELP4 RBL1 ADARB1 HDAC9 ROBO1 PEAK1 ICE2 TERB2 FAR2 BRPF1 FMN2 SLC41A1 ZNF250 NUSAP1 STX7 CASQ2 PAQR8 PSD3 ZBTB20 MME KPNB1 CROT CDC37L1 TSLP NCK2 GUCD1 STAU1 MOB1A SLK PTK7 ZNF782 GOPC FAM90A1 ABI1 SUMO2 SLC6A2 KBTBD6 CILK1 NBPF14 INPP4A GABRA1 DLG4 HIF1A CAMSAP2 ZNF670 TOGARAM1 ASAP1 GRM5 ZNF239 ZSCAN31 SAMD9L PDCD6IP DCAF5 IL20RA FSD1L GIT2 CIP2A TPD52L3 BAZ1A FNIP1 GAREM1 NEDD9 CISD1 COL11A1 GABRA4 NSD2 CTDSPL2 CPPED1 UBE2F CAPN5 FLI1 ANKS4B SPART ANKRD6 PCLO GHITM GCOM1 PI15 TRDN SLC12A1 GADD45A C16orf72 ZFHX3 TRAM2 GPR155 CDK14 ZNF704 TMEM185B FNDC1 NBPF20 TRPM7 BTC TP53INP1 ZNF516 TXN EXTL2 BTG1 PTK2 PDCD4 COMMD2 GDAP2 SESTD1 SAP30L CPNE3 EIF4E CCDC102B DCP2 TRHDE PRKG2 LRRC3 EVI5 DNAJC25 PYROXD1 RAB6B IQCE FBXO5 ZNF620 CETN2 PDE1A KCNS3 CREB1 NBPF15 THUMPD1 XRRA1 MEGF11 MRPL42 CLOCK KPNA1 LIX1L ICMT STAG1 CEP85L DNAJC10 RNF11 SYT15 SYNPR ENO4 COX11 SP100 ELK4 HTN1 NR4A2 MYBL1 PDE4DIP MINDY2 ITFG1 CPD NR1I2 KCNMB3 POLR2M KIAA1191 ABCA1 FRY KREMEN1 PHF14 CYP7B1 MFSD4A IL22RA2 NPAS3 MS4A2 CALHM5 GPR158 NBPF9 CYC1 ZNF100 GABPA TIAM1 MPPE1 STRBP NECAB1 TRUB2 USF3 HDGFL3 NIPAL1 PRSS12 ZDHHC21 SH3PXD2A PGGT1B HSPB1 RTKN2 GGCX NSUN7 FBXW2 LRATD1 KRTAP11-1 FNBP4 SIAH1 WDR33 PCDHB14 AAK1 ATF7IP PYGO1 PTPRB ANO3 CEP41 IGSF3 ASPN YES1 TTC32 DCT CACUL1 TAF8 SBSPON EXO5 ARL11 SCAI NARS1 IMPG2 DSG3 ZNF208 PAG1 MIR4692 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4692 CREB5 ADAM22 HAND1 EGFLAM TMCC2 MARCHF6 RANBP10 GRIK3 ACSBG2 DGKH TMEM9B AMER1 PITPNM2 DPP9 MBD3 LBH ZNF250 LCE1E CDC42EP4 ADORA1 CREB3L4 NAA60 ARMH3 CMTM4 ZNF526 N4BP1 ABR SYNE2 DENND10 CYP7A1 RPF2 ITGB3BP FGFRL1 CASKIN2 MOV10 EIF1AY MYADM COX7A2L UTRN ATP1B2 GCC1 PARN STAMBP SV2B GPR63 CREB1 ZNF608 LRRFIP1 KL CYP4A11 GJB1 TRAF3 UNC5CL U2SURP CACNA1A CRLF3 SH3GLB2 CTTNBP2NL MBNL1 CYP11B1 FBXO10 BLMH ASB6 OR2C3 NAV2 TENM1 AKAP13 CACNA1B PRX SGPP1 CCNT2 ITPK1 MAPKAPK3 IQCG PLAAT5 NPR3 WWP2 ATP2B3 BMF FBXO45 KDM2A CS SCN4B NBPF3 MPIG6B LMO7 CDK16 SPTSSB KIAA0513 MAP4 CHMP7 SLC26A7 XRCC6 SSBP3 TBC1D10A RETREG2 KIF3C PNKD SH3BP2 TRIM26 OTUD6B NBPF8 CAPN2 SEMA4F TBC1D13 GPR26 VAMP2 RAB11B ATXN7L3B PAK2 ACRV1 VPS36 TEX2 SLC43A2 INO80 ANGPT2 RMND5A MAP2 NAV1 SKI FBF1 RAB11FIP4 MAP3K9 WDFY3 SLC8A2 TMPRSS6 HIF1AN EGR1 AVIL KCND3 TFDP1 TLR9 NBPF1 RIT2 GRB10 NFIL3 TSPAN2 MOSPD1 FBXL20 PCDH1 NBPF12 C18orf25 SLAIN1 KRT73 NBPF15 SSR1 DESI1 TRPC4AP SHISA7 AREL1 ZER1 BBS5 PDGFB SYT1 STUM FPGS BRD4 MLXIP PRKAR2A HIGD1A SLC39A10 DOCK5 CEP164 MINDY2 JARID2 FAM83B PCDHB10 RAB1B DNALI1 MYBBP1A COTL1 SNX11 NXPH4 OLFM2 PIAS3 F8 USH2A PCSK7 SMARCAD1 PHTF2 CNTN2 NBPF9 OTUD7A HEG1 AQP1 SON CYP8B1 PPP1R11 ENTPD4 SMIM24 RNF123 NOTCH2 PDCD1 KSR2 PTP4A2 MYPOP TBC1D2B JOSD1 WASF2 NACC2 L3MBTL2 GABRB3 FOXO1 RPEL1 RIMS4 DIS3L2 ESR1 GARRE1 H2BC5 ZC2HC1C CEP72 INO80D HEY2 NEXMIF STRN RNF44 ST7L ZSCAN2 ERGIC2 DOC2A PABPC4L KY POU4F1 SMLR1 ZMAT3 WASL MEIKIN PRM1 MIR130B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR130B_5P NR2F2 SIX4 HAND1 MEF2C ATP11C MEI4 MCFD2 DPP10 C11orf54 CHRDL1 PCDH20 NLGN4X TSC22D1 ABLIM1 SPP1 TCF7L1 BTN3A2 TRPS1 GRIA1 ECHDC1 GRAMD1B RHOA ZNF326 ZBTB20 CRISPLD1 DIO2 ZBTB10 TBL1XR1 LZTFL1 ITPRIP KLHL14 UTRN IL33 ACVR1C SLK PDE1C AK2 ZSCAN26 CNKSR2 TFCP2 LRRC66 DIABLO TRIM65 PLP1 ANKH RORA SGIP1 NRXN1 IRAK1BP1 RB1CC1 SMARCA1 RABEP1 SSMEM1 GUCY1A2 CLIC5 PDCD6IP HRH1 ATP8A2 STIMATE NAV2 PTER IGFBP2 SH3BGRL2 ACOT8 RBFOX2 ASPH TRIM71 PTX3 CHIC1 POU3F2 HOXA3 CASK KIAA0513 CHMP7 SLC26A7 KCNB1 TAFA5 PTBP1 CNOT1 ZFX C17orf77 DPH3 TET2 LPP RNF217 ZNF704 CRY2 KCNK6 FBXO11 MEF2A CREG2 SLC26A4 PAK2 TCTEX1D1 ZNF460 ACSM2A RAB29 EAF1 FREM2 PLXNA4 MAFG ARID5B CPEB4 ADRA1A ILDR2 UBE2D2 H2AX WBP1 IGF1 ERP27 MYLK3 CORO2A ZNF430 NOVA1 SLC17A6 MSI2 UNC5D ADAM10 KIAA1549L TSPAN2 DAAM1 C8orf34 PDHX ARG1 AKAP6 ARID3A UBE2V2 RALGPS2 PRKG1 EBF4 ENDOU RAB11FIP2 GATA6 PRDM6 WWTR1 CPEB3 SAMD8 SAMD4A SOGA3 AL162231.1 ZNF469 NDFIP2 XPO4 CSRNP3 PAPOLG SH3RF1 UQCRB CGNL1 PPP1R10 STAP1 ZSCAN12 ACSM2B SDHAF2 FMN1 PCDH17 ATXN7 PCSK6 SNRPC ASH1L MAPK9 SLC1A1 DENND5A LPIN2 SPTY2D1 SOSTDC1 CCDC34 OLFM1 CD2AP SLC5A12 ARHGEF6 ONECUT2 AP1G1 CLDN19 SOX1 EPHA7 CWC15 RSBN1 RBM20 OGA ADAMTS3 PPP4R2 TTC14 LENG8 TNFRSF11B TLCD4-RWDD3 SOX9 ZNF827 RPRD2 NPTX1 CDK12 TBC1D8B PCNX1 AUTS2 SYAP1 ZNF721 TMEM19 PURA MIR7977 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7977 MRPS12 ZNF568 CASTOR2 RABGAP1L MDM2 PLCXD1 CRP DCAF17 ZNF557 ZDHHC18 SLC44A1 IRGQ ZFP2 ZSCAN18 RUNX1T1 JADE1 LRTOMT SKA2 STRADB PANK2 TFDP2 CASQ2 CADM1 ZNF582 RAD51D SFMBT2 GRAMD1B C2 ST3GAL1 ARHGEF37 ARMH3 LTBP2 ZNF546 VWA5B2 IKZF3 TOM1L2 SDCBP FAM234B IRAG2 FAM20B ZFYVE27 NRP1 SH3BP5 NCAPG2 ZBTB3 SP1 PSD3 SMUG1 PTPN12 HNF4A IGF2BP1 ZNF587 PARPBP DNAJC30 LEPROT IRAK1BP1 GUCY1A2 PHF1 HEPN1 C12orf4 CEP170B ZNF805 PLEKHH2 SUSD6 ORAI2 ZNF490 CLASP1 BSDC1 NFIB SLC48A1 ZDHHC11 NT5DC3 MAPKAPK3 IQCG ATG9A ABL2 MTMR14 DCLK1 RTF2 BRSK2 ACBD4 PROX1 LMAN2L CTPS1 GNGT2 PTPRO UNC45A C3orf70 C15orf40 UTP15 PLXND1 NSUN2 SLC38A3 SDC2 ELAPOR1 KIF3C TOX4 CLCN4 WDR33 TSPAN5 GOLGA2 ANGEL1 ADRA1D CRY2 CD80 C3orf14 SEC22C ZMYND8 CHCHD4 OPRK1 ATXN1L RASSF2 TUB RXRA CLINT1 SMIM12 MICAL2 MAP2 SLC2A10 SOX3 KCNC4 ING5 ZNF467 GNG2 JPH1 MTHFR TMEM169 TTC4 IL6R APOBEC3F PLA2G6 POU2F3 XYLT1 CMKLR1 PRR5L ISL2 ATP2B2 SP4 NBPF12 KCNH8 CCDC110 SELENOK PCBP1 SENP5 EPHB2 PCP4L1 BST1 SOGA1 MPZL2 ENTPD7 SLC35E2A CSNK1D DAP VASN RAB5C ZNF703 MAVS SRFBP1 PLEKHG4B PLAG1 LATS1 CSRNP3 DNAJB12 ACACB POU2AF1 ACBD3 KCNE4 SH3TC2 PRR13 IGDCC4 RFX2 SAXO2 WNT9B ZNF554 PPP1R16B BNIPL HMGA2 RNF135 UBE2R2 APOL6 KLK3 NDST1 KIAA0930 MTPAP SDF2 PLEKHH1 WDR55 CD2AP RUNDC3B FOXK1 SAA2 PTGFR KLHL6 KDR HP1BP3 CPXM2 PLXNA2 GLS MCOLN3 MICOS10 VAMP3 MAP3K13 SYT11 DENND6A PPP4R2 MPRIP IFNLR1 IFT140 CLMN EFCAB14 SEMA4C DPY19L1 PEX5 KIT OLA1 SGTB FIGN S100A14 ZFYVE21 VPS26B STK4 ADCYAP1R1 RFFL TXLNA TYRP1 MIR3153 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3153 SELENOI NHSL2 AFF2 SUOX FMO1 KCMF1 DLG3 LYN AGO3 NEK2 CACNA1E MAPK8 KPNA3 DGKH ZDHHC18 ATP6V1G2 BCL9 BRPF1 MCM10 LIPA ZNF3 C1orf198 SULT1C4 YWHAZ BHLHB9 CHTF8 ZNF84 TGFBR1 PKD2 TRABD2B ZNF326 SHISAL1 ZBTB20 ST3GAL1 SH3D19 STRADA C9orf72 PLA1A FAM234B TMEFF2 ADAM23 TSC1 FAXC PAPPA ATXN2L ANKRD17 RPP14 MARK1 ASTN1 CDH11 GAS7 DSCAM GRM5 CCDC30 IPPK USP46 SHPRH ARFGEF3 KLF8 SRRM4 KIF21B EPM2AIP1 SLC18A1 ASCC3 CLEC7A LANCL1 NCAN KNSTRN GSPT1 VCL RABGAP1 ZBTB43 ERBB3 HOXB3 EPS8L3 KRBA1 PCDH12 PPIP5K2 GORASP1 PSTPIP2 MIA3 RAB5B ATP1B1 CXCL14 HSPA9 FBXO4 SEMA3G BTN3A3 RICTOR PLS3 PREX2 ZNF704 YWHAG C3orf14 THSD7A GEMIN8 NOVA2 CTNNA3 CDCA3 TIGD3 FNDC3A TMPRSS13 LMBRD2 GUCY1A2 PLEKHS1 COLGALT2 TTC9 PARP15 GKN2 SNRK PPM1L DNAJC6 SH3KBP1 ZMYM3 NCBP3 PBX2 VTCN1 MARVELD3 SMIM12 NPAS3 SLC4A8 SPICE1 GSTT2B MARCHF4 WDR26 SHTN1 NUDC SENP1 MECP2 CREBL2 SAMD10 ZEB2 RTL5 MYCL C5orf51 ARFGEF2 TACC1 TESK2 ACP7 MAT1A CHD3 MMD FECH FKBP5 STYX MBOAT7 F5 YIPF5 DPF2 TMEM164 STRN4 PLCD4 NOTCH2NLA TTI2 RAPGEF6 ACER2 SNX11 APOOL RBM4B HSPB6 GOLPH3 MEGF8 EFNA5 AAMP MEX3C UHRF1BP1 PFN2 SNX27 VANGL2 RPH3A CLASP1 RAVER2 ATP8B4 ERGIC1 ABHD13 NEUROD1 LRTOMT TMEM217 HDGFL3 RNF175 RND3 LSM11 ZDHHC21 ENTPD4 CDK5 NALCN OSBP DLC1 LZTS3 WDR43 KSR2 EBF3 GPC6 ADNP VPS25 TAP2 SPOCK3 TIGAR SLC7A14 ABCC1 LOX RAB8B ANTXR1 ZBTB9 GLYATL3 HLA-DQA1 KMT2A AAK1 PIGN TNIK NSD1 CLASP2 DCAF16 RGS8 RAB33A HMGN5 POU3F4 SDK1 AMMECR1 FRA10AC1 ZDHHC9 KLF14 FOXN1 MIR4743_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4743_3P IFT22 AFF4 DIP2B BPGM RACGAP1 RIPPLY3 GAD2 GOLT1B ATP11C PLAGL1 SHISA9 TNFAIP3 SLC30A7 RPS6KB1 CDC7 TRIQK NDUFAF7 SPCS2 C17orf49 ZNF287 TSPAN17 VASH2 ETNK1 SFMBT2 BTBD9 PSD3 GDNF SLC12A6 SP100 C9orf72 C1orf109 LAYN ZNF639 ZNF484 FAM169A ZNF37A DUSP3 NFYA RIMS1 CILK1 ORMDL3 DPY19L3 LIN54 C2orf83 WBP2NL MINDY3 SLC29A1 ADAM12 FMOD SCUBE3 DMRTC2 TMEM47 NFIA CCP110 EEA1 GUCY1A2 LRRFIP2 L3MBTL1 AGTR1 MYT1L TNRC6B RAMAC ZNF35 CYB5A ZNF652 RERE SIVA1 NUDT13 TRIM39 ZDHHC17 SORT1 METTL15 COG6 ASB8 GLRA2 BCAT1 XKR4 POU3F2 TLE1 CDH7 NAT8L RAB3B EIF3J FBXO33 IL15 STX6 ZMYM4 NTM ACADM CNOT6L STRN3 MFSD14B EFNB3 MINPP1 ZNF641 SLC2A11 SMPD4 ASXL2 CNOT4 SS18 ATF6 ZBTB6 NSG1 MGA KLHL11 TMEM106B FAM227A PDE3B PAFAH1B1 SMIM10 CPNE8 RSPH4A SLC30A4 CIBAR1 MYRIP ELFN1 ATP5F1A NDEL1 BTG2 LRRIQ3 SLC38A1 SGCD EEF1AKMT2 PKNOX1 TRANK1 GABRR1 PYROXD1 AK5 ZNF468 RAPGEF6 SP4 PRKCI MAK ANKRD29 GNA12 BDP1 ZKSCAN1 RNF150 C9orf153 CSF2 DRP2 SLITRK4 SIX1 TBC1D3 PRKAR2A MOSPD2 WDR33 CPEB3 C15orf40 MINDY2 ERO1B PELO FAM83B GGNBP2 RGS17 ABCE1 SH3TC2 FIGN FGFBP3 PLCL1 MORF4L2 ARGFX NFS1 ZFP36L2 PCDH17 CXorf58 EIF4H OPN5 NAA16 ZBTB20 KAT6A SKIDA1 CMPK2 LRRC8C WDR43 PDAP1 TTC28 ZC3H12D RPF1 LRATD1 ZNF684 ZRANB1 CEP44 KIDINS220 EPHA4 RIOK3 WWC2 SELENOF ZNF563 UHRF2 ZNF268 CHST9 ST8SIA4 AKAP10 JMY PLN PRKG1 LANCL2 ACTRT3 ARID2 TBC1D3H TLL2 STK16 LVRN ZNF462 TECPR2 TMEM18 HAPLN1 TAS1R3 MIR6516_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6516_5P ADAM22 ATF1 AGTPBP1 KERA PLAGL1 SLAMF7 CGGBP1 SEC31A ARPC5 SCOC BBX SLC35F1 FLRT3 PTGER3 SLC12A6 CHM BCL7A ZNF480 PAIP1 CRIPT SLC6A15 LRRC15 GUCD1 ADGRE3 PABPC1L CDIN1 TNKS2 FANCA RAD50 CNIH2 GRIA1 IREB2 CCDC148 SLFN5 EIF6 PIEZO2 TRAF3 ST3GAL6 GNAL C6orf120 NTNG1 IRF2BPL SGIP1 ASAP1 FCGR1B GNAI2 USP25 RTN1 RGL1 ARF6 ZNF304 ABL2 LARP4B LRRN1 PDLIM5 FAM170B UCP3 BCLAF1 ITGA6 PCDH9 IGF2BP2 CX3CR1 CHIC1 PRKCE REV3L CHD6 TMPO CD164 ZNF268 IQCK NHS MITF TPT1 APIP CAPRIN1 DTNA ZNF385D ARHGEF2 MAP3K13 ITCH ETS2 TIMELESS PDS5A DUSP19 CLDN12 KLHL11 GPATCH2 ATP8A1 SLC9A7 KLF3 EIF4G3 XDH FBXL2 PDK1 ADGRL2 SHANK2 BICRAL BAALC ANKRD12 GDI2 USP9X CHEK1 DIPK1A ELK3 TENT5A GOLM2 ZNF106 NUP58 PTPMT1 TENT4B ARPP21 PANK3 FUT4 PRMT2 KIF16B ANK3 DCBLD2 COMMD10 KPNA1 CFAP97 ICMT NDRG4 HIPK3 SSBP2 RAB10 CORIN THAP9 MALT1 TEX9 ZFP36L1 CSMD3 XPO4 CCN1 ABCE1 PWWP2A INSIG2 ATXN7L1 WIPF3 CEP44 G3BP2 ADCY2 NRG1 NEUROD1 OPN5 ENTHD1 OTOR ATP2B4 LAMA5 NPAT HOOK3 FEM1C INSYN1 ATG14 SH3PXD2A GOLIM4 PF4V1 ROCK1 ADNP GLP2R LSM8 FBXW2 SCGB2A1 MDGA1 DENND1B MYOZ2 THEM4 SMS ASPHD2 SIAH1 AAK1 PRND STK38L NUP160 SLC35E3 BRCA1 TPP2 MVB12B FASTKD5 CSNK1G3 MAN1A1 CAMK1D SCAI ASCL1 POU2F1 ASB7 RARRES1 STK39 SFXN3 MIR450A_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR450A_1_3P SLCO1A2 ZEB1 SPRR4 MEF2C MAP3K7 MBNL3 KLF4 REEP5 PRKACB CHST4 CRNKL1 ANK3 DGKH ZNF502 ABLIM1 IRAK3 CHD9 SRA1 ELMO1 TRPS1 BBX BHLHB9 GRAMD1B PLA2G4D TDGF1 SCP2 RFTN2 PRPF3 MKRN1 FGA RNPEP AFF1 C1orf109 PABPC1L GPATCH2 CIPC CADPS2 PKIB C9orf64 POM121 CBLL1 CYBRD1 CYSLTR1 MRE11 KLHL8 RIF1 RBBP4 OLFML1 STAT1 SGIP1 ROR1 PHF2 DCLK3 STMN4 ENY2 CT45A5 PTN IL20RA CTDSP2 NSL1 STAC ULBP2 CTDSPL2 GTF3C2 UBE2F VCL RFX3 EPS8L3 SLC34A2 SF3B4 FOXN2 SPRTN FBXO33 UBE3C ZMYM4 GTF2H3 ZMYND11 HSPA9 TRMT10C RASSF10 ELAPOR1 MIER1 FBXO4 ROCK2 TXLNB PSIP1 CT45A10 POM121C ZNF704 TMEM41A FGF18 MRPS27 SDHD MIS18BP1 OPRK1 HPRT1 ARSB UHMK1 HACD4 ALKBH5 CT45A9 ZNF264 HMGCR SARAF LMBRD2 GUCY1A2 PLEKHS1 CNGB3 POU2F1 GKN2 PPM1L HERC3 SLC49A4 FRMPD4 BMP2 CXCL9 PHF20 MAP7D2 SYNPO2 ABCF3 HNRNPA3 TRIO ARHGEF18 FAM53C NAPG MTRF1L MYEF2 CREBL2 MYO5B HAUS5 BCAP29 SLC12A8 RASGEF1A GULP1 CDS2 DCBLD2 SOGA1 MBOAT7 NUDT19 SLC35E2A ZNF662 JADE3 WBP1L TM9SF3 PRRX1 AK9 ADRA1A COBL SH3TC2 GRPEL1 GVQW3 STAP1 PCSK7 CDH2 ZNF280C GPR158 MEX3C CT45A1 MMP20 VSNL1 RPA3 LRTOMT DENND5A TTC22 SUSD4 NIPAL1 TMEM170B CNTNAP2 OCRL MTHFD2 ZNF365 OSBP GPC6 ONECUT2 SMAD2 NEFH NFIA SEPTIN3 PFKFB2 SFRP1 AAK1 PIGN NSD1 ANKDD1A BEND2 GPBP1L1 ZNF578 HMGN5 BNC2 VWC2 GRM6 CENPQ RPL15 DNAJC12 MIR942_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR942_5P SPATA17 CHCHD3 SLC30A6 EDA2R SLC4A10 DAG1 CCDC32 CACNA1E HOXA10 NOVA1 TMEM178B WASF3 MTMR1 GUCA1C DMAC1 B4GALT6 THRB B3GALNT1 ARPC5L SC5D TNIK ZMYND8 CACNB4 CNOT7 PLTP PHACTR3 ZNF75D GDNF PLPPR1 NAB1 CDC37L1 RANBP3L TNS1 TCERG1 LRRC15 RAD54B TBL1XR1 DUSP16 SGPL1 CIPC XKR5 LEP KLF7 PACRG DCT GABPB1 ZNF559-ZNF177 RREB1 CUL4B C8A RPL7L1 ESR1 ZNF135 NRXN1 EEA1 MDM4 P2RY12 CHUK NETO1 STIMATE NEDD9 SELENON API5 CREBBP WWP2 TGFA DDX6 GNAL TAF12 ZBTB18 ESYT1 SNX10 TRAK1 XRN1 OPCML AFG1L YAF2 UBIAD1 PHF21A RAB3B GPR85 KCNB1 LSAMP DDX4 RBM15 TAT LPP ERC1 ZNF704 PLEKHM3 EMP2 TDRD6 MIS12 ADGRF5 GALNT2 HPRT1 C16orf70 ARSB HACD4 ZNF618 PAK2 SENP7 MRPL33 GPATCH2 C22orf46 ATXN7 KIF3B PIGP ZNF518A TAS2R14 KLF3 SLC49A4 PIAS1 CNTD1 SMIM8 GJC1 ANKRD34B OR11A1 ZNF302 LRP8 BEST4 WDHD1 PDK1 MTFR1L DIAPH2 SLC4A8 CHEK1 EXOC6 KIAA1549L CHCHD7 GOLGB1 VGLL3 BCO1 CCBE1 DCAF4L2 CDKN1B CCL14 TAOK1 ALG11 MECP2 PASK SURF6 RHOBTB3 GALNT15 SLC66A1L C1orf56 CALHM1 CFAP97 LMNA PIF1 PKP2 COX11 MAT2A PSMD1 PLXNA4 USP27X GINS4 LINC01517 ZFAND1 PROSER1 TMEM132B PLAUR HSPD1 CHST2 DCDC1 RALBP1 SH3TC2 AVL9 CYP2U1 KNG1 PLCL1 MEX3A PPM1F NCKAP5 SPRING1 SMKR1 EHD4 NECAB1 PCDHB12 TPH1 RND3 SUPT16H CLVS2 SGMS1 LAMC1 NOTCH2 NAA50 GPC6 CD83 USP49 SYN1 FXR1 AGAP1 SLC7A1 DEPDC4 KDM5A BMPR1A SLC17A2 UBALD1 PFKFB2 ZNF552 BHLHE40 RBM20 ZNF276 HEPACAM TRIM66 ZNF620 ZNRF1 MAPRE2 ZFP1 PRKG1 CREBRF FUT8 RAD1 SMPDL3B MIR29B_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR29B_2_5P PALM2AKAP2 GNB1 OXR1 ONECUT1 LCA5 VEGFA SIK3 AP1S2 RUNX1T1 CCL11 RAB18 VANGL1 TGFBI SLC35F1 NET1 DEUP1 DDHD2 RSAD2 ZBTB20 ZNRF2 TBL1Y TCERG1 RBM12 STX16 PREP STAT4 ALG2 YPEL2 FAM160B1 ELOA CCDC148 NRG3 ARMCX5 CBFA2T2 HEPHL1 CCSAP DHX40 THRAP3 MYD88 TBL1X EIF2S2 PLP1 CTDNEP1 SGIP1 ACSL1 GRIA4 USP48 MAK16 CTTNBP2NL STXBP5L MBNL1 GUCY1A2 SNX1 PHF20L1 EDEM3 EPHB1 ZNF304 SRP68 NSL1 ARMC8 RASSF8 CNPY2 NFASC SNTG1 ST8SIA3 GK CUX2 CPPED1 POU2F2 WNK1 C2orf66 CRHR2 MYOCD PMP22 ITGBL1 PHF21A SYT4 RETNLB RBMS3 KCNB1 ZBTB43 TRPC3 SYT9 CDH20 ZFHX3 CHMP5 UBXN7 MDGA2 AGTR2 FRMD6 DISC1 GRAMD2B CENPP RAB30 SLC8A1 FGF18 TLK1 CD34 UHMK1 HACD4 PLAC8 NPR3 EIF5B HIC2 CIT PPM1B BCL2L10 SYNC SMURF2 USP37 MICOS10 OSBPL6 PPM1L GOT2 SART1 WDFY3 DPH5 NEMP1 GNG2 JPH1 THRA DCDC2 FNTB C2orf15 BTBD10 PLPPR4 CARM1 LYPLA1 CACNG3 TTC29 ZHX3 TPK1 RAB27B WLS TMEM127 FZD10 SORL1 TEAD1 CSNK1G2 FBN1 LRRTM2 PITX2 FLRT3 KIAA1549 BBX IL5RA RIC1 LRP8 ARFGEF2 PRKG1 MTMR10 REM2 TRMT13 RANBP9 TARDBP LPGAT1 MAP1A CTTNBP2 TBC1D8 TTC17 MYBL1 FAHD1 RBPMS2 CCDC88C WDR72 AK9 POLR3A RALBP1 SHROOM4 KATNBL1 TTYH2 DNAJC21 MEX3A RNF19A KDM4A PLEKHG7 PLEKHA8 WIPF3 UBLCP1 CACNA2D3 CTNNA1 HDGFL3 CD2AP ATG14 PUS10 UBE4A NR2E1 PTP4A2 ONECUT2 ST20-MTHFS VEZF1 AP000708.1 TAB3 ABCC1 CSGALNACT1 PTCD3 RAB11FIP5 NAA30 LURAP1L KLHL18 TNKS APOBEC4 IKZF3 ZNF268 HIVEP2 WDR82 MTHFS HK2 CMTM6 NR2F6 GOLPH3L BCAT1 CSNK1G3 CCAR2 DYNLL2 RYBP GJA3 SLC4A4 MIR452_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR452_5P ARHGEF10 MBOAT2 CREB5 ZNF692 ADAM22 NPHP1 AFF4 CTCFL ELAPOR2 PTPRR SLC27A6 SOX7 CD1E GSDME SUMO3 PPP3CB TMOD2 ELAVL4 SIPA1L1 MZF1 RORA RAB42 SMIM12 BZW1 FGD4 CTTNBP2 CCNO DYRK1A CNPPD1 TENT4B TMED7 BROX CFAP94 BBX COMMD9 UBA6 GUF1 TLL1 WDR17 BRDT UPF1 SRD5A3 PACSIN2 SP3 CRKL BECN1 DISC1 TENM1 NCOA7 ZNF140 KCTD15 PAN3 HAT1 RNF139 SERINC1 SNX18 VPS41 ANKS1B TNPO1 TES PNN RYK CHD2 NOC3L TIMP3 ARMC10 LEF1 ALG2 ANK2 SPRYD7 SON PLAG1 KBTBD3 KCNH5 EXOSC3 TNFSF13B ERC2 JADE1 TSPYL5 NDST3 ANKRD17 ASCC1 GARNL3 PCGF3 CACNA2D1 AKAP5 PDE10A ADD3 SRCIN1 AVL9 MTMR6 YIPF6 PPP1R10 GNPTG SS18L1 GJA1 MKLN1 OIT3 INKA2 RBFOX1 ANAPC4 HMGB3 FSD1L PPA2 NFE2L3 CCNT2 STAM2 TYW5 TMEM232 GABPA CU633967.1 DCLK1 GALNS PLPP6 ARIH1 APBA3 CCL23 SEC23A SMAD4 HORMAD1 ZNF621 ZNF644 KCNK2 RTP4 GPR75 SERTAD2 PAQR9 C3orf70 CU634019.1 SUPT6H RIC1 LIG4 C14orf93 CASD1 ZBTB20 SNRPD3 LAMC1 ZDHHC21 FAM8A1 VEZT GRM3 C9orf129 GAN TMEM87A RAB21 SYPL2 PKN2 NKX6-3 EPS8 HP1BP3 CU633904.1 RASGRP1 PIP4P2 YWHAE LCP2 RIMKLB IMMP2L DACT1 AGMO ERI2 GIN1 EMC8 FILIP1L LIFR UBE2D1 MRPS23 SNAI2 SIAH1 IGIP SEC63 COLEC12 RPS6KA3 LXN TIMP2 MAPRE1 SLC7A11 PRKAR2B HOMEZ NFIB PGM2L1 TTC21B RPS16 HS3ST3B1 PTPRJ DPY19L1 XKR8 FP236241.1 C5orf24 GPR173 CAPN7 CNOT11 BICD2 SEC61A2 DR1 ARF4 RPA1 MAP3K20 TFAP2B CEP350 NAP1L5 CDKN1B CNTN3 CDK17 DISP2 PHF6 SCAI ESS2 SCX SF3B1 NPEPPS LRP1B BDP1 DSG3 XKR6 PIGK EXOC4 INTS8 ANKRD27 SULF1 PURA MIR34C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR34C_5P KDM5D ASIC2 MDM4 MPP2 LILRA1 ADAM22 BCL2L13 CAMTA1 CBX3 FKBP1B CACNA1E ZNF281 KLF4 NRN1 SOGA1 FOXJ2 RPGRIP1L TANC2 RCAN1 ASB4 FAM117B RALGPS1 SHKBP1 CYREN CACNA1C NUMBL AMER1 CPLX2 PURB ZYG11B FAM76A SERPINF2 DNAJC16 SAR1A HNF4A RAP1GDS1 TMEM74 AXL GREM2 HTR2C JAG1 INA FUT8 HSPA1B ABR LGR4 MCIDAS E2F5 TMEM164 PPARGC1B PTGIS RDH11 SNAI1 TMEM109 ELMOD1 NECTIN1 S1PR3 TBL1XR1 FUT9 SLC27A4 SLC25A27 LEF1 PEA15 TGIF2 PLAG1 CDK6 PPP2R3A TASOR AKIP1 CNOT6 MYCN FGF23 DLL1 TPCN2 WASF1 RAD9B RRAS RGS17 POGZ ACSL4 METAP1 STX17 SFT2D1 ACBD3 MYT1 TAF4B SDK2 PDXK PKP4 MET PPP1R10 NCEH1 KCNK3 FRMD5 CREB3L2 XBP1 CELF3 DNM1L NOTCH1 PITPNC1 GPR158 AHCYL2 SLC4A7 PLEKHH2 TNRC18 SYNJ1 SGPP1 TSN MEX3C LMAN1 KIAA1217 ASB1 ZNF304 TMEM255A MAP7D3 NAV1 PPP1R16B CUEDC1 PGM1 ARID4B VCL ZDHHC17 ZMYND11 SATB2 FAM167A TAF5 OAZ2 IGF2BP3 GMNC ZNF644 ERGIC1 LYST PLOD1 ARHGAP1 MYH9 JAKMIP1 BRPF3 FAM83A FOXN2 SNX9 SLC44A2 CERS6 ZMYM4 ZBTB20 NAV3 PPP1R11 GABRA3 TMEM200B SEMA4B UCN2 MLLT3 ZNF551 CLCN3 STRN3 DPYSL4 NOTCH2 DPP3 ANKS1A IL6R MGAT5B HCN3 LDHA UBP1 CACNB3 STAB2 RELN FBXO30 BMP3 SHOC2 AGO4 NPNT NRIP3 ZFHX4 VAMP2 TMEM184B FLOT2 PACS1 ZBTB9 SEPTIN3 RPS6KA4 LMAN2L RTN4RL1 TRIM67 XPO5 ACSL1 GPR22 DGKZ DAGLA ZDHHC16 UNC13C STK38L DIXDC1 GMFB CTNND2 CDH13 UHRF2 NOS1AP ANKRD52 EPS15L1 PNOC E2F3 PDE7B SNTB2 CCNE2 MLLT1 ANK2 FGD6 GOLPH3L OLIG3 SRPRA ADO TOB2 LHX2 ADIPOR2 CA7 SLC37A3 SYT1 XYLT1 GP5 RPS6KL1 ATMIN RFX3 EML5 DCAF7 TRANK1 BNC2 PDGFRA TENT5A DAAM1 GALNT7 MBLAC1 RRAGC C14orf28 SMIM15 SCN2B SNX15 OSGIN2 BRINP1 GLCE MAP2K1 TPD52 SUCO JADE2 CBFA2T3 FRA10AC1 CLOCK PPFIA1 ADD2 SHISA7 RTL6 ARHGAP26 TPPP KITLG ANK3 FOXP1 SIDT2 MGAT4A MTMR10 MIR155_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR155_5P PCDHA2 CARD11 MAP3K7 CBL ZNF845 MCM8 DYNC1I1 TRAM1 ZNF431 GPM6B BNC2 RPS6KB1 PCDHA10 VMA21 ETS1 ASAP2 PLEKHB2 AHRR MED21 PDLIM5 TBR1 PATJ JADE1 CARD10 RAB11FIP2 KANSL1 SALL1 TRPS1 CNOT7 DET1 CDC42EP4 MYBL1 AICDA PAK5 TPRKB RUFY2 LDLRAD3 PSIP1 HBP1 JARID2 ZNF761 GABRA1 ENTPD5 KDM5B FAM135A PCDHA13 WWC1 WDR72 TCF7L2 IRF2BP2 ANTXR2 ZIC3 AKTIP SEMA5A ZMYM2 SCG2 SP1 ZNF236 BSDC1 TRIM32 EYA2 OLFML3 DHX40 C8orf44-SGK3 ZPLD1 MARCHF1 ATP2C1 CYB561D1 PCDHA12 GJA5 CSRNP2 ACTA1 FOS USH2A MAP4K3 FBXL17 CTTNBP2NL STXBP5L ZSCAN12 TLE4 TRAF3 C10orf90 PICALM GYG1 TDRD9 EHD1 UNC80 WBP1L PTPN2 LRRC8B BACH1 GALT ZNF652 VPS18 TENM3 RBMS3 UBXN8 PCDHAC2 IKBKE MAP3K14 ANKFY1 BTN2A2 INTS6 RAPGEF2 PCDHA11 TP53INP1 FMNL2 SMUG1 KDM2A SCUBE2 ZNF98 SERPINA10 RGP1 C1GALT1 DCUN1D3 SPRTN DNAJB1 PCDHA7 PCDHAC1 UBQLN1 FAR1 TAPT1 FBXO33 ZNF860 DDX3Y VAV3 MPEG1 ARVCF LCORL PIWIL3 SEC14L5 SMARCA4 TSHZ3 MEF2A MED13L BOC PCDHA1 CLCN3 MYB STRN3 DIPK1A CSF1R G2E3 GABARAPL1 PPM1D CEBPB GLUL TWF1 WEE1 VPS36 SMAD2 FBXO48 H3-3A MITF FXR1 C2orf80 PCDHA6 OTUB2 SGK3 IKBIP TAB2 S1PR1 GDPD1 ATXN1L SATB1 FAM199X C12orf40 RREB1 RELA PLEKHA1 TRPM8 RC3H2 SARAF ECSCR ZKSCAN5 RCN2 PCDHA5 DYRK2 ZDHHC20 TRIP11 LRIF1 SESTD1 RPS6KA3 CD36 KLF3 MIDN RBP2 TTC21B OOEP HIVEP2 PCDHA9 TRIP13 HNRNPA3 KRAS ZBTB41 PTPRJ DPY19L1 KLHL4 CHAF1A USP9X LAT2 LRRC59 DMAC1 CDX1 PCDHA8 PCDHA4 RPS6KA5 CACUL1 PALD1 RICTOR MAP3K10 ARID2 ACTL7A MYO10 CSNK1G2 ZBTB38 LSM14A LRRTM2 PCDHA3 ZNF492 IL6R ARL6IP5 NARS1 SOCS1 MEIS1 RCOR1 E2F2 ZC2HC1B CAB39 MYO1D FGF7 TYRP1 MBTD1 MIR4420 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4420 NR2F2 ILF3 ZNF280D ARNTL2 PIAS2 CCDC96 DDX3X NR3C1 CMPK1 ANKRD44 TUSC3 THRB PCMTD1 KLF12 ARPC5 MOB1B GUF1 ITGB1BP1 F2R ZBTB20 THNSL1 MYH10 XPNPEP1 E2F6 DUSP16 NCBP2 CYP19A1 ZIC3 TSC1 IKZF2 ABI1 ASPH TTC39C KCNAB1 RO60 ZNF544 ARMC4 RIMKLB TRA2A C20orf194 FGFR2 CLTA EBPL ARHGAP5 RPL7L1 RAP2C ARID1B ROR1 E2F5 GRM5 SLC1A2 GUCY1A2 G3BP2 CSDE1 TNRC6B TMCC3 GORAB ANXA4 SNTG1 SCN3B NKAIN2 MATR3 ZDHHC17 GNA13 SMIM10L1 AEBP2 FAM135A UPF3A TBC1D9 EIF1AX WBP11 METTL4 CHIC1 DTNA SPTSSB PLCXD3 CEP135 DNAJC18 TUT7 NAV3 EIF4E CDH20 MAMDC2 FAM104A ATAD1 SMURF1 NPM1 YWHAG HECW2 PTPRG ATRX CTXN2 WDSUB1 PTGS1 SMCO4 PTP4A2 FBXW11 ZNF275 BOD1L1 POU2F1 MAPRE1 PLXNA4 CPED1 FAM20C DENND1B MECOM TBCA SLC30A8 KIF5B AGPAT5 CALCR HMCN1 ARL5B UFM1 ARID1A MRPS7 UNC5D NEGR1 CKS2 MBNL3 MTCL1 DDX3Y SEL1L KMT2C SP4 UBQLN2 MTMR3 TAOK3 PCDH19 ZHX1 AUNIP KPNA1 RNF152 MED27 PPP4R3B CDC42BPA MAP1B MCCC2 ELMOD2 ANKRD42 ZNF804A RIMKLA SOWAHB ASB15 MAP9 OTULINL USP46 OSCP1 TM9SF3 RYK CPOX POLR2M ARHGAP42 CCN1 CCSER1 STK17A ZNF37A TAF5L LINC02694 XBP1 DNAJC21 ATXN7L1 IGSF22 KRT85 CD3G DKC1 ACO1 RNPC3 VSNL1 ARIH1 NECAB1 CNKSR2 TMEM170B MED12L EIF3A APH1B TRIM23 SKIDA1 SNX30 MEX3B TASP1 TIPARP ONECUT2 MED13 NETO1 PTGER2 SMARCC1 SEMA3C ADCY6 TMEM26 TRPC6 LACC1 SPTBN1 SCML2 DR1 RAB28 PRXL2C ZNF827 ZMYM6 TCF7L2 EXOC5 FAM217A PURA MIR3160_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3160_5P ZEB1 C1orf43 FHOD3 MEF2C BMT2 MPDZ RETREG1 OXR1 PFKFB3 LPAR1 RPS6KB1 KPNA3 RAPGEF1 VAT1L SLC44A1 PARP11 SGCZ WASF1 SGK1 CWC27 RCOR3 CNOT7 AKAP12 CCDC69 ADAMTSL1 KAT2B ASMTL MSL3 CRKL SCRN3 CNTN5 THUMPD1 FOXP2 FUT9 CYTH3 PWWP3B TRDMT1 ZNF236 SLAMF6 PROSER2 GABPB1 SCN8A SCD ZNF573 DGKI FAM126B STXBP5 C1orf141 ARID4A FAM107B ABI3BP WSB1 RCBTB2 SLC24A4 SPAG9 NCOA2 CLIC5 DUSP18 GRM1 ERAP1 NSL1 KALRN PDGFRL PRSS16 CDHR3 RC3H1 PROX1 GNS PCSK2 TSC22D2 SPRED1 SH3BGRL2 SHISA9 IGF2BP2 DCUN1D3 CNOT9 NTAN1 RPRD2 INSM1 RBMS3 DPPA3 GFRA1 TAFA5 RSPO4 ZFHX3 CHRM2 ATF7IP2 NEFM ZNF704 RFC3 EPS8 FHL5 NAALADL2 FAM118A JRKL ZFHX4 TUB NWD2 CAMK2N1 SIPA1L1 CXorf38 CLDN12 UBE2B IGSF11 KIF3B TM4SF18 PPM1L RMND5A MICAL2 SLC5A3 PLXNA4 GNAS KCNK2 DENND10 TMPRSS15 UFL1 HBEGF DEPDC4 COA5 HLA-DQB1 SGCD TICAM2 TRAK2 GLIPR1 CDK14 ADAM10 DAAM1 VGLL3 SENP1 ZBTB38 CTNND2 SASH1 PPP3CA ATP11C PATE1 ZC3H12C SPOPL BDP1 PTPRK CDS2 VIPR1 SLC9B2 GPATCH2L MEGF9 EIF4A2 SIX1 CAPZB ELMOD2 AGO1 LMO7 ZNF385B TM9SF3 TNFAIP1 SMC4 CDK6 INSYN2A NEDD9 HCFC1 NDUFA10 SH3TC2 CREB3L1 FIGN DIP2A TMEM161B PHACTR2 ST7 PFN2 PBX1 KITLG CACNA1G CLASP2 NEU3 SLC12A2 STMND1 ONECUT2 SFPQ LYPD6B SERINC5 TAB3 MTREX SERP1 SEPTIN3 DNAJC13 NECAP1 RSBN1 UNC13C KCTD4 VIRMA FNDC9 OPCML KCTD9 PTPN4 PDGFD CSNK2A2 COPS9 BMPR1B RASGRF2 USP32 PDGFRA DSE S1PR3 ARID2 NR4A3 SCAI OTUD7B EXOC5 PLXNC1 CXCL5 SYNJ2BP MIR7160_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7160_5P PXK MBOAT2 MDM4 PAK3 PLCXD1 PTPRR ADIPOR1 IL9R WNK3 FAS PEAK1 FGF14 PAX5 H2AJ LRRC28 CHD9 CACNA1E LRTOMT TFDP2 ZADH2 VASH2 DDHD2 NAA60 DCTN1 UBL3 ST3GAL1 NUP210 FCER2 NAA80 IL17RD TPD52L2 CNIH2 TET3 GPI TRDMT1 CBFA2T2 TRIM33 ARPIN NTRK1 SCUBE3 IGDCC3 ZNF587 RAP2C SLC25A39 ATG13 PHF20L1 LUZP1 SHFL CLIC5 SLC36A3 SOD2 DHRS3 MEIS2 TXLNG HTRA3 SFRP5 CDH18 DHH NSD2 ZNF737 MARCHF9 OR51E2 PRMT1 PPP1R15B GJB7 SLC30A2 RPL34 IGF2BP2 CADM3 RBM14 TNFRSF1B AFF3 MPZL1 C14orf93 TMEM33 KCNB1 RAB5B LSAMP PTPN3 MLLT3 PUS1 WDR31 ENOSF1 KCNK6 RPS6KA1 SEMA4F CLCN3 ATPAF1 PKDCC HIC2 FXN SPN CCDC15 CALM1 IRS1 USP37 DAGLA XPNPEP3 PDE7B EIF2B1 GNPTAB USP3 IGSF1 COL19A1 ZCCHC2 DSTN ZNF609 PITPNB FOXP4 MIDEAS RAB6B EPHA6 EFCAB5 IRX4 ZNF586 DCAF11 DESI1 ID4 STAT3 AHCYL2 FAM205C ABHD15 MAU2 EFHC1 DRP2 THRA CDC42BPB KCNJ2 SETDB2 PDSS2 TOP2A ANGPTL2 CEP164 FAM83B ZCCHC8 ATP6V1A SEMA5A FMNL3 CDK6 DUS1L KIAA0753 IRS2 CREB3L1 CYP2U1 AL589987.1 C11orf58 HDLBP SFXN5 MPV17L2 PPARA SNX27 COL5A1 GANC B3GNT7 SLC10A7 RBM4 PANX2 ALX4 HNRNPU KCNK5 POLQ GOLGA7 ZBTB20 YAE1 HTRA4 ATAD2B SH3PXD2A PRR23C ONECUT2 ARID3B MEF2C MED13 DCANP1 JOSD1 MTRNR2L1 ZNF585B NIPSNAP3B PTPN18 CHRM1 NR2F6 FXYD6 SESN3 RLIM KLF7 G6PC FGF11 NUFIP2 LHFPL4 IRAK2 AGPAT4 GLYAT UBE3B TCN1 MIR3185 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3185 TMEM170A EXOC6B HDX KCNIP1 PALM2AKAP2 CREM OXTR STK24 PFKFB3 MCFD2 PIANP DSC1 PDK3 FGF14 DUSP1 VANGL1 ZC3H11A LMOD2 SH3D19 FSD2 ARL14EPL FOXP2 CNR1 EFR3A GTSF1 CREB1 PDLIM5 PDE1C ERCC8 PRDM10 CD300LG IP6K2 FAM111A MRE11 GPR107 MFGE8 LDHB IL36B NDE1 ANKEF1 IRF2BPL GUCY1A2 ATP10B NRXN2 USP25 KCNQ5 IDE SRRM1 CCDC39 CDHR3 SMU1 INTS6 CHRNA3 NT5E SLC36A1 SLC13A3 WASHC5 CLDN1 BCAT1 RBM46 ZNF184 CNGA3 OSBPL8 ADAMTSL1 CXorf56 RIMS3 PHACTR2 CSMD3 GFRA1 HS6ST3 MAF STRN3 MAGEA10 UBXN7 DDT FRMD6 LPP IKZF4 SYPL2 HSD3B2 TMEM174 KDM5B LCP2 DAZ3 S100A7A VAMP2 PPP3CA CLEC3A RMI2 ACRV1 ZNF705A DENND4A DCLK1 PPM1B NFAT5 DDX21 SCIN ADRB1 AP3M1 GPR22 SUCLA2 SESTD1 NEXN TAF11 VPS53 KPNA6 FGF2 ANKRD34B ZKSCAN7 SLC10A7 FABP7 MLH3 SLC38A1 DEPDC4 PLPPR4 C18orf25 POLR3F TMEM120B TMEM35A ARF4 AGL KMT2C FZD10 TEAD1 LRRC39 MMP19 SCN7A XRRA1 ZEB2 BTN2A2 FXR1 SRP72 SLC39A11 MAT1A ZBTB44 C12orf66 MMP11 PPP4R3A TMEM265 HOXB2 COL1A2 NBEA RORA HIF3A PKD2L2 MYBL1 CROT MINDY2 SLC35B4 PRRX1 SEMA5A SPTLC2 SMARCD1 CA3 PIAS3 ITPRIP RAB39B OXSR1 FOXRED2 PYGO2 NCOA2 MTPN EIF2AK3 SAE1 STX5 FMO4 ERCC1 ZNF705D CLVS2 C12orf29 ZDHHC21 PAK3 KHDRBS2 ONECUT2 ZC3H12D TOX VSX2 MYF5 EPHA7 PICALM KRTAP5-10 RSBN1 UBAP1 AAK1 DNAJB4 ST8SIA4 FAM81A TLR6 NEXMIF ERBB4 TSPAN7 TFAP2A JAZF1 FZD4 MMP28 CCNC TNK2 TTC14 CREBRF DSE ELOVL3 SOX9 SOS1 VWC2 RAB3D DSCAML1 ZSCAN23 TCN1 NEDD4 LARP1 MYCT1 MIR4731_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4731_3P AGFG1 PCDHA2 DIP2B GAD2 NRN1 MPDZ IMMT BIRC6 DDX3X HIVEP1 PHC3 ZCCHC17 NAT1 ROBO2 MCHR2 SPOCK3 ZNF605 USPL1 SFMBT2 PSD3 CRKL LSM4 CFAP61 RANBP3L GABRA6 QRICH1 CNOT7 NUDT16 ADAMTS10 FAM91A1 DGKE NRP1 NR4A1 ASIC2 PUM2 PNN ZNF706 ABI1 ERC2 RIMKLB LUC7L3 POLR1B NDUFAF6 PCDHA12 SMG7 ABLIM3 SGIP1 PARPBP ZMYND8 PHF3 MEX3D RBM27 EPHA5 ZIC4 LDHA FGF13 DIPK2A USP1 GTPBP3 SRP68 NETO1 DACH1 PCDHAC2 CTDSPL2 TATDN2 PUM1 USP24 PPP1R15B PRTG NUP54 PCDH9 RFX3 GPM6A RRAS2 FAM122C PI4K2B PRKAG2 ARNT RIMS3 PCDHA10 CCDC184 ASAH2B CNOT1 NAP1L3 RNF2 LRP12 HSPH1 WEE1 CNNM4 CACNA1C TSC22D2 CXCR4 PMCH TP53INP1 UBE3A FAT3 ST8SIA4 NWD2 MOSPD1 RNF220 FAM193A PCDHA5 NFAT5 FBXL5 GORASP2 CCDC71L UBE2B HMGB2 TMEM106B SAMSN1 ARL5A SNRPB2 UGT2A3 CCDC85A RTN4R TLX1 NOVA1 SEC23IP TRIO IYD DCAF5 TMEM35A PITPNB ZNF143 PCDHA8 MBNL3 SPAG16 MEST ARHGAP32 SORL1 SLC16A1 SPHKAP MECP2 PCDHA3 ZC3H12C RAB9B DHX38 PTPRK ANK3 SYT1 NDRG4 FOXO3 OTUD1 HIPK1 RNF11 CERT1 LRRTM4 CSNK1D TP53TG3 TBC1D8B NDFIP1 MACO1 ZNF382 RAP1A IRF5 PTPN9 PCDHA13 NECTIN1 HECTD2 SCG2 NF1 TNFRSF19 HSPD1 JAG2 HACD3 YWHAH AKAP9 DUSP4 ZFPM2 VSNL1 PCDHA11 CCNL1 ALG10B ABHD13 TP53TG3D PCDHA7 PCDHAC1 UCK2 ATP2B4 GOLGA7 RBX1 UBE2H MAP7D3 NOTCH2 ELL2 SPTLC1 KSR2 BRWD3 UBA2 PCDHA6 SCGB2A1 PCDHA1 DACT1 FAM199X RB1 GLRA2 MSR1 BMPR1A KIF26B TOB1 TP53TG3B ZFR BMPR2 INO80D MFSD6 CCL23 LRRTM3 UBR3 SIN3A PTPN4 RNPS1 CYRIA BAZ1B SGTB ZC3H6 NUFIP2 PCDHA4 CLDN8 AUTS2 ITGB5 KBTBD8 FAM117A HOXA5 TEAD3 DOCK3 RYBP SLC26A5 TMA16 MIR4272 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4272 MBTPS2 SEC16A AFF4 HLF ZEB1 SUMO1 MRPS18C HIVEP1 RPS6KB1 CMPK1 DCUN1D4 IRAK3 RCC2 KLF12 LRCH2 ARPC5 TRPS1 ETNK1 CNTNAP4 JAG1 ZSCAN4 ZNF326 SSH2 PGAP1 MYH10 CEP83 RBBP6 TM9SF1 CPEB2 ZNF639 CDIN1 FUT9 ZNF26 CADM2 FOLH1B NABP1 ACYP2 REEP1 ZNF608 ATP6V0A1 CHRNB1 KIN PRICKLE2 PRELID2 PLCB1 EFHC2 ALDH3A2 C2CD5 PTGER3 ORC4 PDE4D COL21A1 PAPOLA PPP2R2C BTF3L4 CDK13 UBE2K CD24 EGLN3 SPRY1 ZNF652 ZNF143 RPS6KA6 SPATA22 PSAT1 SYF2 EIF5A2 SP3 MAP1LC3B IL15 IQGAP2 PNO1 NRG1 PRDM11 STRN3 SLC6A11 KIAA1958 PJA2 THADA PURG HSF2BP ANKRA2 TRPM7 TLR4 PCDH18 CLCN3 KMO MCM2 FAM241A KLHL9 LARP1B ELMOD1 VDAC1 CXADR NCS1 EFCAB11 REL UBE2Q2 MAP2 USP7 TMEM68 OLR1 C17orf100 MCM3 FOLH1 TP53BP1 CAMK2D JPH1 ANKRD20A4P RAB5IF LHX2 FCHSD2 TOR1AIP2 COL19A1 ZNF48 MCTS1 PRRG4 ZNF609 CPLX1 NXPE3 PYROXD1 MOSPD3 WDR26 RABGAP1L TAF5 HSP90B1 C3AR1 SMAD2 SP4 FGFR1OP2 SRSF1 DENND4C ARFGEF1 ITGB8 FAM126A NAA16 TRIM38 GATA3 DYRK1A REPS2 WDR20 APC HAT1 CHMP4B HSD17B12 SEMA5A GET1 SAP18 KIAA1328 DCK PRPSAP1 CYP20A1 GSPT2 CTAGE1 FGFBP3 UQCRFS1 TAF5L EPHA4 DEK OTUD4 FRMD3 MAP3K20 RFX7 ATAD2B NAA50 PPP3R1 SOCS6 ZC3HAV1 ULK2 CFAP52 TMEM181 NAGPA EPHA7 LRRC40 PSMC6 ANKRD30B HERPUD2 NAA30 ANKRD20A1 AAK1 CCDC9B TMEM26 ZSWIM2 TMEM209 BBS10 GPBP1L1 RNPS1 CYREN ELAVL2 NUFIP2 MEP1A C5orf15 CENPQ LIX1 TMEM108 NKIRAS1 SMG1 SYAP1 ANKRD20A2P EDRF1 HDLBP MFSD8 MIR548M http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548M CCDC71 NUDT4 AFF4 TMEM170A CAP1 ZEB1 BMT2 CADM2 AARS2 MBNL3 DIXDC1 STAM PSMA8 FZD3 TNRC6C ZNF507 ARCN1 CERT1 DICER1 ZNF770 SRD5A2 RORA TMEM9B PCK1 CISH QKI MAGI3 CTTNBP2 NDN RCC2 KDM2B ANKRD13A BACH2 TMED7 SLC35F1 KIAA0586 TEK SRGN LIN28B SAMD8 RPL10 CPEB2 CYBRD1 TCERG1 YAP1 APPBP2 NCOA3 KCTD3 MORC3 FAM135A ITGAV SPAG6 MAP7 TNPO1 IRF2BP2 OIP5 UBE2E3 ZDHHC2 FRMD4A IRAK4 ABHD5 NDUFV3 C1orf115 INPP4A CYP4V2 ANKRD17 P2RY12 RPL37 EZR DPYD BCL11B BTN2A1 CAMSAP2 ADAM12 RIOX1 CDH11 AVL9 FTH1 TULP3 CHMP2B LEPROT ENSA ELP5 YTHDF3 IQCH PLCL1 GPM6A UNC80 FSD1L ZNF699 PROX1 TFRC PMPCB CAV2 CEP78 SEC23A EBI3 OLFML2A PDCD6IP SLC22A23 AMMECR1 SLC25A36 CDCA4 POLR3G VWA2 NLN FBXL2 USP15 SMNDC1 BCL2L11 TRPC3 ADGRG2 CHSY1 ZDHHC21 CLDN12 ZYG11A SP110 CNOT6L LPP TJP1 ZNF420 RTKN2 TTC28 ONECUT2 CAP2 RIOK2 ABHD2 DSCAM F9 LARP1B LCOR AMER2 DCANP1 EYS SLC35F5 SH3BGRL DNAJB14 MRPL30 PCDHB13 UBE2B GDNF ZHX2 ENPEP ZNF777 UBE2W TMX4 BRIP1 MPRIP PCLO PPP1CB SNX6 DCP2 B3GNT5 GLMN SORT1 KLHL24 CBX1 PIGN MFSD6 NFYB CHODL PDHA1 ZBTB41 DPY19L1 LACC1 SLC2A14 CYREN TPR ENPP4 SPICE1 PRPF38B ARF4 PPTC7 TUBB2B C11orf71 N4BP2 LMNTD1 PXT1 ANKS1B SMG1 USP12 HAPLN1 BHLHE41 FAM126A PLPP5 PDE5A MIR6876_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6876_5P UBN2 HAND1 CAMK2D WASF2 GNE RANBP10 SHISA9 ANKRD13C PIP5K1A PITPNM3 CREB3L2 PEAK1 PARP11 GPATCH8 SEC14L1 P2RY10 SCOC RUSC1 TRIM22 ST6GALNAC5 GRAMD1B TNR TRMT10B SSH2 C6orf136 FAM122C CEACAM1 TMED4 LIF RAB15 DDR1 ATAD2 MLLT11 ACKR2 NR6A1 AP1S3 HMGXB4 TVP23A ASTN1 GJB1 TRRAP SRCIN1 ARIH2 PARPBP ZNF664 FCGR1B RAB5A GUCY1A2 BLMH CSNK1E UNC80 SUSD6 LRIT3 MYO5C KIAA1217 ZFYVE26 CAMKV SATB2 CALCA HTR2C EPHA8 VCL DPYSL2 CCDC149 FNDC5 TMEM25 HOXA3 PHF21A NEBL MSMO1 LSAMP FAM168A ZNF169 TAL1 JMJD8 WDR33 KLHL7 ELFN2 ZNF709 TSC22D2 KDM5C SH2B3 KCNK9 VAMP2 TMEM138 PDP2 FAM222A NFAT5 OTUD6A USP37 FAM155A PTAR1 HERC3 ADRB3 E2F3 JPH1 C5AR1 ZC4H2 FGD6 MLH3 WDR48 INSM2 C5orf24 PSMD11 ZNF609 DCAF7 RPA1 SHISA6 KIAA0825 PHF8 RAB6B ATOX1 ADIPOQ NABP2 DOCK8-AS1 SCAF11 UBQLN2 GLRB SPOCK1 HLTF GID4 RAD18 ALOX15 PRLR C9orf57 SRGAP2 DLEU7 MASP1 EEF1AKMT3 WIPF2 ANKRD45 SOGA1 FOXJ2 NDUFA10 C10orf82 MPZL2 LRRTM4 EHD2 HMG20A C9orf152 PNMA2 RAB11FIP2 KRT38 ELK4 TOR1AIP1 ANGPT4 GJA4 ADGRF2 APEX2 ABHD2 FBXO41 XPR1 MED14 BCAM ZDHHC2 TWIST1 NR3C1 PHB CDK6 TTI2 REEP4 BCL11B PCGF3 ACSL4 SMARCD1 EBF2 POU2AF1 SH3TC2 LANCL1 TRAF3IP1 ZXDC UBXN1 AK4 IGDCC4 CDIP1 IL18BP TPTEP2-CSNK1E FN3KRP SNX27 TTLL7 AFAP1 NIPAL3 SRGAP3 ATP6AP1 POU3F1 HOOK3 OSBP SOCS4 RTKN2 ONECUT2 SV2C TAP2 SOCS7 E2F7 JCAD BMP3 MAP10 C11orf87 SLC7A1 MAN2A1 NACC2 PGRMC2 LCT AAK1 ZNF585B BHLHE40 FEM1B TTC13 MPRIP RNF157 PIP4P1 CSTF2T LUC7L2 MRPS16 LENG8 GPATCH2L PLSCR1 FRZB TFAP2B VPS26B SCN2B SDK1 ACVR2B NR4A3 ALS2 HNRNPR FSCB DLG2 USP12 MIR4279 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4279 SIRT5 PGPEP1 CACNA1E TCEA1 SSR3 OXR1 MMD2 BCL9 COG8 ARHGEF28 KLF12 P2RY10 ANKRD13A ZSWIM5 MCHR2 KCNMA1 KCNN3 SLFN13 NMD3 KCNH5 ADORA1 ITIH5 BCOR KPNB1 TTLL4 TMX3 AFF1 FAM234B TARS2 SDHC PXN NR6A1 ZNF33A ZNF426 CD274 ETV1 PRICKLE2 LYPD6 PRDM1 TFCP2 WBP2NL ZNF33B MARCHF1 GNAL MYO5A TLK2 GANAB ROR1 FOS STXBP5L GEMIN5 FBXO32 DBT SMARCA1 SLC1A2 DHRS12 YTHDF3 CLIC5 KLHL15 TNRC6B PDGFC ATP8A2 BAZ1A IRF2 TTLL2 DGKG NFASC CREBBP BMF GSTZ1 CTDSPL2 THY1 SOX4 FBXO45 ATXN1 RPTN GLRA4 STXBP3 ZBTB43 ANKRD6 CASK PRKAG2 CHMP7 RIMS3 RHD KCNB1 EZH1 TVP23C FAM168A STXBP5 ATAD1 MPC2 EMP2 CFAP65 CNOT4 ZNF80 AC011525.2 AMER2 USP18 C5orf63 CYHR1 SH3BGRL KDM2A GDAP2 NRAS RALGAPB GSTCD SRF ZNF75A EMCN KLF3 STK3 SH3KBP1 KPNA6 ERICH5 OAZ1 CPEB4 EPAS1 DSE POGLUT3 INSR SNX19 ZNF202 ARID1A ZNF793 NPR1 DCAF7 SSBP2 PELI1 HDAC6 KCNK10 OPA3 C20orf202 TSPYL1 KMT2C GPR62 SNX8 EBLN2 DLX4 DEPP1 STON2 C1orf56 PELI2 CLOCK PRKAA2 HIPK1 NDST1 PAFAH1B2 TIPRL SLC25A20 MARCHF5 MKRN1 HIPK2 ANGPT4 DYRK2 XPR1 ARHGAP26 CDK6 TBC1D32 FGG GLCCI1 PWWP2A TIFA SH3TC2 USH2A GTF2F2 RWDD1 TTYH2 STK35 CTXN3 TANC1 ARSJ PCYOX1L SNX27 DOK6 OLFML2A ALG10B MSL1 CLASP2 USF3 INHBC CLCN3 TMEM65 KSR2 GLI1 GPR162 MGAT3 PDF PLXNA2 C11orf87 DYNC1LI1 GFPT2 THSD4 COL6A5 STAG2 DNAJB4 ADCY6 LAMA1 NEXMIF GK5 CENPF TSPAN7 HECA KIAA1958 ATMIN MVB12B CLCN5 ADGRL3 MYRFL STON1-GTF2A1L PPTC7 UBXN4 SMPD3 CAMK1D CACNG8 PGAM4 TCF21 SELL ZNF551 GREM1 HAPLN1 ANKS6 MIR605_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR605_3P MBOAT2 UBN2 FMO1 DMXL2 PIAS2 STEAP3 RETREG1 ASF1A SH2D4A PDK3 GPATCH8 LRRC28 HPGD ADCY9 ENAH SLC13A1 MOCS1 TMTC4 TNIK ARPC5 RTL9 SNX3 SMOX SEMA5B ARRB1 SIK1B LSM12 THNSL1 RIC3 PGAP1 LRRC15 FOXG1 RAF1 SLC6A15 ITM2C LNPK BRAP CD81 KCNQ2 ZNF426 CAST GPR63 SESN2 SP1 PIM1 KL RRAS HDAC9 TNFRSF21 SLC29A1 ADAM12 MACROD2 BACE1 AGO1 PRR15 CRK RAP2C GUCY1A2 SLCO5A1 GPR153 GFM2 BPTF GAPT KLHL15 CHUK IL7 SLCO4C1 PIK3C2A POGLUT1 LRCH4 ZCCHC3 GRID1 NIPAL2 NR2E1 DENND4B RABGAP1 PAPOLA PCDH9 SERTAD2 SRSF2 DCUN1D3 SKP2 PLCD1 C20orf27 CSMD3 FMO5 ALDH7A1 ITGA3 SIAH3 FSTL4 NAA15 ATL2 PIK3IP1 PLEKHM3 RUNX2 TAZ DDX52 PTPRG RBM18 B4GALT5 SIPA1L1 FNDC3A UBE2B EML4 ANO3 NRAS SLC2A13 KLHL11 KIF3B COLGALT2 SLC35F3 WSCD2 C1orf105 SCLT1 CPNE8 HMGCS2 NAV1 ZNF697 HIPK3 MDGA2 ZNF124 ZKSCAN4 DIP2C NQO1 VAT1 NUMA1 MECOM BTG2 EZH2 MYCBP2 POU2F3 SMIM9 PPP1R3B SH3KBP1 TIA1 FLT1 NPAS3 BICD2 DCX NEGR1 UBE2J1 SMARCE1 MIDEAS TSPYL1 ARPP21 MTM1 FAM120A ADAM17 PRSS35 TEAD1 MAP3K8 PCDH19 MYO5B RCOR1 PPP2R2A AHCYL2 VPS13A WIPF2 CEP85L AXIN1 STX1A SLC38A10 PLXNA4 GTF3C2 BTBD7 MED14 TAL1 G3BP1 CPD PROSER1 CBX2 HADHA ABHD17B INSYN2A SLC12A2 ZNF844 CACNA2D1 RALBP1 JAG2 ELAVL2 TSKU TTBK2 ZNF451 ZSCAN20 EFNA5 USP25 ZNF74 SYNJ1 DENND2B TENM3 LHFPL2 ARRDC3 DUSP10 RNF165 ZNF763 SNAP29 TP53INP1 SLC6A3 CHMP1B CALCOCO1 IPO8 F2RL2 CTDSP1 ALDH1L2 PPP1R13L ZBTB20 TMEM252 LAMC1 NAA50 SPPL2A FAM98B SPTSSA EBF3 CCDC6 ARHGEF6 ZNF720 MED13 CROT FAM199X SRSF8 TMEM132B VAMP3 FRAS1 CAV1 DENND6A VSTM4 EBNA1BP2 GAB2 KCNH7 ZNF268 RNF157 ATF2 OTUB1 NFATC2 SLITRK1 ZBTB41 CORO2A SNX4 CREBRF BCAN NAP1L5 VPS26B HTR2A SOS1 KRTAP13-1 CENPQ TYR SCAI CHST6 RAB3D FRA10AC1 PIK3R1 KPNA4 CLOCK PHF8 COL4A1 ZNF207 MIR1303 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1303 EGR2 SCN3B ITPRID2 EXOC6B ZNF217 EEF1AKMT3 LTBP1 PHTF2 ZNF69 ARMC1 GOLGA6L9 FOXO3 ADAT1 ASL MLF1 RNF152 CA2 OTOF NR3C1 ASF1A TUBA1A DGKH GDF9 SIDT1 SECISBP2 P2RY14 SIRT2 CLIC6 YWHAZ BOLL CD46 SH3BP4 ZNF605 NETO2 PDE1C OGFRL1 RBM28 CSNK1G3 PAPOLB TRAF3 PSEN1 ZNRF2 TCERG1 FRS2 SEC24A ADRA1A SETD7 CRIPT NOS3 ACTL6A CTSO ENPP2 ADH1B SORCS1 FAM9A C8orf88 TCEANC IPMK TNPO1 FAM131A SH3YL1 GALNT13 BAG2 COBL NR6A1 PML MYO6 MYLK TASOR NSMAF UBXN2B KBTBD6 PTCH1 CCDC148 ABHD5 AOC3 TRIM33 TPRG1 DCK DCDC1 MAX AVL9 SGIP1 FBXL17 MOB3B ZMAT1 SNX31 EVI2A ABCB5 CAMSAP2 AGTR1 SNX2 EFNA5 TNRC6B CLDN18 SAMD12 BACH1 KATNAL1 ELOVL6 BCL11A TG C2orf69 EPHX4 CXCL11 TNFAIP8L3 FOXR2 EIF4E PATZ1 ERVFRD-1 KCTD12 RNF182 NR4A3 STRBP PIKFYVE STATH PUM1 ZNF644 ALG10B PMS1 TRNT1 ANAPC16 ADAMTSL1 PI15 DTNB MLLT3 TMEM108 ACADL C12orf29 GORAB LSAMP CNTNAP2 RFLNB CHEK1 SCYL3 COPS2 USP43 NAA50 GOLGA6L4 EOMES MCOLN2 PSMD7 TET2 WDR7 EBF1 KLHL7 IGSF1 NTRK2 PPP3CA RUNX2 THSD7A ATRX TAB2 BLZF1 ATF6 AGMO FAM199X IDS ST8SIA4 PLCB4 RIC8B TCF12 FAM9C ZBTB6 L3HYPDH DOP1B ATG3 PPM1E RSBN1 SLC25A53 NR2C1 TMEM151B NRAS SHQ1 RRP15 SGCB FAM155A UNC13C DNM3 ZNF276 AMACR PYGO1 SLC30A4 POLR2F MGP SLC35E3 FAM81A PRRC2C ANKDD1A RTKN2 PIK3C2B NOVA1 ZBTB41 PDGFD PAXIP1 SLC35G1 CAPN7 PXDN ZHX3 FAN1 MID1 KLHDC10 PAGR1 PDIA3 POU4F2 XRRA1 VWC2 ABCA13 NISCH PEAK3 TET1 MIR4760_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4760_5P GABRG2 NUDT15 ZNF148 DELEC1 PRL ETV1 NRN1 ACSS3 SLITRK4 SLC4A7 EGLN1 FMO3 PCDH7 UBE2G2 FXYD3 NBEA ZNF267 ELOVL5 AKAP12 C1orf141 TENT4B NMU KCNMA1 KRT38 COPS3 HNRNPLL CTNND1 SEPHS2 LRRC4C ATR SEMA3A MKRN1 PEX5L KAZN WDR17 SCP2 MSL3 ZBTB20 MINDY2 HADHB UBAP1 LGR4 CYBRD1 AMD1 LGSN FSD2 VCAN FUT9 TNKS2 NTS CCNY CCDC88A FAM13C KCNQ5 DFFA ASNS TMEM229A HCN1 LEP GOPC PEX1 GMCL1 PARG ABHD5 LRRC31 KIF2A ZNF333 LATS1 SLFN11 PSD3 APOOL RFPL1 MARCHF1 ABCG2 HS3ST1 HCFC1 MAP4 SH3TC2 ADGRL3 ARHGAP5 SLC28A3 DLK1 USH2A FBXL17 SLC25A46 FAM210B CLIP4 UNC80 CHUK YME1L1 PTHLH DEK RNF6 CCNT2 MDH1 PMP22 XRN1 NR3C2 NTNG1 FKBP7 FNDC3B CISD1 LHFPL2 PABPC3 IFT57 HACD4 KNSTRN NGLY1 SPRED1 MRRF PPP1R15B RAB3C RDX C2orf66 PITRM1 SLC1A1 NEK7 PID1 PI15 SOX11 PTPN21 TMEM33 MAP3K20 MTERF1 CAPN14 SUSD5 CCL7 EMB KCNJ16 MBNL2 TJP1 POC1B-GALNT4 IFNG DIS3 RNF217 ZMYM5 LAMA4 ZNF704 TMEM263 RIOK2 PIK3CA TM4SF18 CDC34 PATL2 CD44 ZNF99 RBM18 ELAVL4 KRT222 KCNA4 STAU1 CWC15 BPNT2 AASDH RSBN1 ZDHHC20 ACOX1 POLI ENPEP PTAR1 ANOS1 PPM1K NFIB PPP4R2 THAP12 TTC21B ZFP91 DENND1B CYYR1 GK5 CCDC138 FGD6 VPS72 TRHDE GALNT4 MOB1B TOR1AIP2 YES1 ARL5B CFHR5 TUSC1 RAB27B STC2 ARID2 PABPC4L GOLGA3 MFSD14A KIF5C IMPG2 NPEPPS RHOU NBR1 GLDN KCND2 ZFYVE16 MIR146A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR146A_3P SIX4 TAF1B LYN MEF2C C17orf75 MARCHF6 SNAP23 SLC44A1 IRGQ MYL12A B9D1 ZNF250 KCNC2 AGBL3 C6orf62 SERBP1 PRR9 STRADA TRABD ZNF140 NUBP1 CLCN6 HOXC4 SV2B NFYA TRDMT1 ZNF236 CASP7 ZKSCAN1 ZFX MTX3 PTPN12 IGF2R HIF1A TMEM87B LGI2 FAM126B ARID4A LMNB2 OSBPL3 CD207 CDCA7 SLC24A4 ATG13 SPRY3 TFE3 KDELR3 VAPB TXNIP KLF8 SLC16A6 TMEM232 RASSF8 KALRN ZFYVE26 PMEPA1 DUSP13 TRIM39 SNAP91 GALNT15 RC3H1 SORT1 SPRED1 ATXN1 ZNF71 ZNF322 ACTN4 SERTAD2 IGSF3 NEK7 PLCXD3 MEA1 TMEM59 FOXN2 CD164 SPRTN SLC26A7 VAV3 GFRA1 SLC16A1 HABP2 ZNF12 TMEM154 ERC1 ZNF709 RUNX2 CLEC6A C11orf95 BNIP2 HRH4 DNAI4 TRIM34 HMGCR SMCO4 MAP6 HIC2 MASP1 C5orf63 UBFD1 ETS2 PDS5A AHCYL1 NFAT5 EIF4E3 ZFP1 DTWD1 MBLAC2 TBC1D5 DIXDC1 WARS2 BMP2 SLC30A4 PCSK5 LRP8 RFPL4B ADNP2 ILF3 SLC38A1 GCC2 NNT RAG1 FOXC1 PPP1R3B ZHX3 CENPN ARHGEF12 ADAMTS17 NRCAM CAND1 STXBP6 PTPDC1 EVA1A TAOK1 PCNX1 ZEB2 CDKN2AIP ITGB8 KPNA1 SGCG FOXJ2 IDI2 CPLX2 MICU3 SP100 CNR2 WWTR1 LIN28B LHFPL5 ZBED6CL PTPN14 PAN3 MED14 SELENOT CHD2 SPRYD7 MAP3K2 XPO4 ERLIN1 MTRNR2L4 HSPD1 TRIM36 TRAF3IP1 NPAS3 YTHDF2 USH2A ZNF37A CORO1C PCDH17 SNX27 ITGB7 TMEM268 ZNF395 AFAP1 ABL2 ETNK1 ACKR3 LMO4 MEOX1 WDR7 CCM2 ONECUT2 SV2C ZNF441 NSUN7 LCOR DIRC1 KDM5A TRIM6-TRIM34 ZEB1 SNAI2 KIDINS220 NEUROD4 RIOK3 ARL8B ZC2HC1C TNKS UNC13A AVPR1A ATP6V1C2 IL17RD AAMDC FZD4 ZNF330 NHLH2 TBC1D4 NEK2 NUFIP2 BNC2 CACUL1 CAMK1D DMRT3 ASXL3 RTN4 SHISA6 FANCL MIR449B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR449B_5P KDM5D ASIC2 MDM4 MPP2 LILRA1 ADAM22 BCL2L13 CAMTA1 CBX3 FKBP1B CACNA1E ZNF281 KLF4 NRN1 SOGA1 FOXJ2 RPGRIP1L TANC2 RCAN1 ASB4 FAM117B RALGPS1 SHKBP1 CYREN CACNA1C NUMBL AMER1 CPLX2 PURB ZYG11B FAM76A SERPINF2 DNAJC16 SAR1A HNF4A RAP1GDS1 TMEM74 GREM2 HTR2C JAG1 INA FUT8 HSPA1B ABR LGR4 MCIDAS E2F5 TMEM164 PPARGC1B PTGIS RDH11 SNAI1 TMEM109 ELMOD1 NECTIN1 S1PR3 TBL1XR1 FUT9 SLC27A4 SLC25A27 LEF1 PEA15 TGIF2 PLAG1 CDK6 PPP2R3A TASOR AKIP1 CNOT6 MYCN FGF23 DLL1 TPCN2 WASF1 RAD9B RRAS RGS17 POGZ ACSL4 METAP1 STX17 SFT2D1 ACBD3 MYT1 TAF4B SDK2 PDXK PKP4 MET PPP1R10 NCEH1 KCNK3 FRMD5 CREB3L2 XBP1 CELF3 DNM1L NOTCH1 PITPNC1 GPR158 AHCYL2 SLC4A7 PLEKHH2 TNRC18 SYNJ1 SGPP1 TSN MEX3C LMAN1 KIAA1217 ASB1 ZNF304 TMEM255A MAP7D3 NAV1 PPP1R16B CUEDC1 PGM1 ARID4B VCL ZDHHC17 ZMYND11 SATB2 FAM167A TAF5 OAZ2 IGF2BP3 GMNC ZNF644 ERGIC1 LYST PLOD1 ARHGAP1 MYH9 JAKMIP1 BRPF3 FAM83A FOXN2 SNX9 SLC44A2 CERS6 ZMYM4 ZBTB20 NAV3 PPP1R11 GABRA3 SEMA4B UCN2 MLLT3 ZNF551 CLCN3 STRN3 DPYSL4 NOTCH2 DPP3 ANKS1A IL6R MGAT5B HCN3 LDHA UBP1 CACNB3 STAB2 RELN FBXO30 BMP3 SHOC2 AGO4 NPNT NRIP3 ZFHX4 VAMP2 TMEM184B FLOT2 PACS1 ZBTB9 SEPTIN3 RPS6KA4 LMAN2L RTN4RL1 TRIM67 XPO5 ACSL1 GPR22 DGKZ DAGLA ZDHHC16 UNC13C STK38L DIXDC1 GMFB CTNND2 CDH13 NOS1AP ANKRD52 EPS15L1 PNOC E2F3 PDE7B SNTB2 CCNE2 MLLT1 ANK2 FGD6 GOLPH3L OLIG3 SRPRA ADO TOB2 LHX2 ADIPOR2 CA7 SLC37A3 SYT1 XYLT1 GP5 RPS6KL1 ATMIN RFX3 EML5 DCAF7 TRANK1 BNC2 PDGFRA TENT5A DAAM1 GALNT7 MBLAC1 RRAGC C14orf28 SMIM15 SCN2B SNX15 OSGIN2 BRINP1 GLCE MAP2K1 TPD52 SUCO JADE2 CBFA2T3 FRA10AC1 CLOCK PPFIA1 ADD2 SHISA7 RTL6 ARHGAP26 TPPP KITLG ANK3 FOXP1 SIDT2 MGAT4A MTMR10 MIR6783_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6783_3P TP73 SIKE1 PPP1R1B NMNAT3 CASP9 AGTPBP1 LILRB2 BPIFC NIPAL3 PALM2AKAP2 TWIST2 TPM4 ADAMDEC1 BDNF BCL9 CISH KBTBD2 LRRC6 CLEC1A ANKRD13A DSN1 SLC41A1 TGFBR2 TNPO3 DCTN5 ARRB1 TGFBR1 MTF1 EPHB3 ZNF140 CDC37L1 PCBD1 TMIGD3 CLCN6 FAM219A EFNB1 CHI3L2 DOK1 PAPPA NR2C2AP GASK1B GABRA1 RPP14 GABPB1 FAM126B LARGE1 RASA2 HSD17B8 AIFM3 PPP2R2C ZNF555 MTR RER1 EXD2 C15orf39 LASP1 VAPB SYN3 PIK3C2A DTNB ABLIM2 ADD2 VPS37D BMF PEPD CNOT9 SPRED1 THBS3 SLC25A36 TRAK1 XKR4 MYO18A IL18BP RAB5B EGFR HIP1 CBX5 SIAH3 KDM3B RNF2 THOC7 KCNA5 SLC7A6 ZNF704 XKRX PLEKHM3 SLC23A2 KHDRBS1 ELMO2 TMEM95 ALPL THAP6 S100A7A CD34 DRG2 PRKRIP1 PPP4R1 KPNA6 MAP3K9 RSPRY1 IL31RA TBC1D16 KCNE3 ATG7 NDEL1 CTSA CELSR2 TOB2 IFNGR2 PSENEN CYTL1 MINK1 FOXC1 ANKRD24 SLC2A14 NRF1 URGCP PYROXD2 SEL1L L1CAM SLC2A3 AMN1 TMEM253 TRIM49C CACNB1 TRIM49 SHISA7 QSER1 TFB1M MTUS2 MAU2 HIPK1 SOGA1 SMC3 USH1C LRRC38 PLXNA4 TEAD4 AFAP1 KLHL42 STIMATE-MUSTN1 PLEKHG4B MED19 BEND4 CLDN9 DSG1 ZNF397 CREB3L1 TRIM35 HOXA7 OXSR1 SYNJ1 DENND2B DLGAP3 TANC1 UHRF1BP1 PHB2 KIAA2013 IGFBP5 ITGA5 GALNT11 TMEM266 TCF7 B3GNT7 ANKRD54 AMMECR1 TMEM121B NXF1 IFIT5 PTPRT PLXDC2 KSR2 PPBP PAX7 KDR CPNE2 SOX10 ATXN7L3 AGAP1 SNURF ABCC1 FBXO36 CYB5RL GFAP BTRC ERF ACOD1 SYNGR1 SYNPO2L HS1BP3 PTPN4 PTPRJ FCRL4 CASP2 STK4 NPTX1 BICD2 SCN2B IRAK2 MUSTN1 CAMK1D CNOT3 ATRN ADARB2 UBE3B ARHGAP35 A1BG SYNJ2BP LARP1 MIR302F http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR302F DIP2B TMEM273 C12orf66 C5orf38 E2F3 BVES TRMT9B SATB1 MEI4 DYNC1I1 CRIM1 SUMO1 ANK3 PLA2G2A WDR76 RFX4 FGD4 SLC44A1 AKAP12 MARCHF7 CCDC14 CCDC34 TUBGCP3 HNRNPF LRCH2 PANK2 ELK4 RCOR3 GNPNAT1 MTDH MARCHF5 MYBL1 PLPBP ZNF33A COL4A4 ZBTB20 SLC35A3 PSEN1 RANBP3L SCAF4 DIO2 ENY2 PTPN3 NKAPD1 NEUROD6 FAHD1 STX16 STAU2 SMIM20 CEP70 ELF2 NR2C2 POC5 SAYSD1 SDR16C5 CCER1 TAX1BP1 ZDHHC2 ZMYM2 CARMIL1 PDE7A LIMS1 AK2 GBP1 XRCC2 ADM ZKSCAN1 TMEM43 DPYD GABPB1 ZNF33B CACNA2D1 NTRK1 ADD3 TMEM87B C1orf141 TMEM47 FAM3C SETBP1 PDE4D SGIP1 TMPRSS12 TPMT MKLN1 FSTL5 YTHDF3 MARK3 CXXC4 CA13 CDH13 SMOC2 CENPI CCNT2 EPM2AIP1 PFN2 MTPN SLC17A8 MMP7 FOXR2 ERCC6 ODAPH BICRAL ZMYND11 SOCS2 BCAT1 MARCHF9 GSPT1 SACS NLGN1 ACTR3 FMNL2 PGM3 ZEB2 RASSF6 ASPH PAX8 NUP54 CDCA7L MTPAP PLCXD3 KRT37 GNRHR PTPRZ1 SRSF1 GOLGA7 MPP5 UACA LMO4 C8orf33 PACRGL EPC1 PDK3 KIAA1958 RPRD1B GAB1 PARP4 RAB21 EGR4 RIOK2 HECW2 BRWD3 NUP35 MPI LRATD1 BBS12 NAALADL2 ZNF624 NIFK SHANK2 PICALM CYHR1 TMEM131 ERICH2 NECAP1 ZNF592 ADCY7 IL11 HMGCS2 EIF4E INO80D CRHBP DIP2C METAP1D HS3ST3B1 MCMDC2 TSPAN7 AK5 TOR1AIP2 HMCN1 COL19A1 VPS45 SPICE1 ZC3H6 RPA1 NPY2R SLC6A6 TFAP2B PELI1 NAP1L5 ZNF503 KAAG1 AJAP1 TEAD1 CD47 IBTK PPFIA2 TRIM44 PIKFYVE XKR6 TTC5 NR1D2 MIR92A_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR92A_2_5P CASTOR2 PCBP4 TUBB RANBP10 DMPK FAM155B SLC22A11 ZBTB7A RALGPS1 DERL3 GNPAT SCAMP5 COL5A3 DPP9 UBAP2 MOCS1 RCE1 WAS ZDHHC3 SLC35A2 ARRB1 LDAH HELZ2 ARHGAP29 BCL7A TRIM3 GIPC1 TOM1L2 MMP28 ARPP19 JRK HOXC4 TSC1 PDE1B SEPTIN9 DUSP3 ERI3 NFIC ATP6V0A1 STX1B MAPK3 AR SYNGAP1 SAMD4B ZSCAN26 SETBP1 HNF4A C12orf43 ZNF764 AGO1 SERF2 VTI1A ELAVL3 SHFL SMARCC2 CMIP ZBTB4 TFE3 NFIX MRPL49 SLA2 ZNF385A ARFGEF3 DNAJB5 SLC6A17 LENEP MIF4GD SMG5 RABL2A SCRT1 WFDC12 FIBCD1 LRCH4 EPHA8 CLIP2 CAMK2A NACC1 GDI1 AIF1L WDTC1 SAXO1 RIMS3 FBXO33 MYO18A PRDM11 MLKL STAT6 SLC22A6 CREG1 STMN3 GATAD2B LIPT2 PAPPA2 UGT3A1 KCNQ4 ACER3 EHMT2 TMEM104 SPIB RUNX3 ATXN1L STMN2 NOVA2 HIC2 HNRNPUL1 ZNF275 FAM222A SPTB FAM240A FCHSD1 WNT1 SKI SLC4A1 LRFN2 SIRPA MBD3L2 PBX2 GIT1 CELSR2 SF3B3 SGCD PPP1R9B ARF3 MBD3L5 CELF3 DLK1 MARCHF4 FOXP4 IFFO2 S100A1 DIAPH1 GRK3 TGM2 L1CAM MECP2 BCAM MIGA2 MBD6 GAP43 ARHGEF11 ZMIZ1 NPSR1 KCTD13 HYOU1 IQSEC2 CHD3 CAMTA1 NKAIN1 PLAGL2 EFNA3 KIF20B TBC1D22B MYO7B MEF2D MAT2A SLC6A8 CELF5 ZNF703 DDRGK1 PPP2R5B MAVS ZFP36L1 SYT7 NPTXR PLA2G2D APH1A MBD3L4 PLEKHM1 ADAMTS19 CDC42EP1 LELP1 VAX2 CREB3L1 PPP1R10 KLHDC7A MLLT6 NFAM1 MEX3A FASN MED8 TNRC18 DLGAP3 RNF208 DIRAS1 SLIT1 ERGIC1 KMT2D CBX7 RAMP2 ZNF574 MEOX1 MIER2 SH3PXD2A KSR2 RAB3A DUSP8 DHX8 B4GALNT1 SLAMF8 SLC7A1 DBP DNMT3A MBD3L3 C2CD2L BHLHE40 MTA1 RAB44 BAZ1B ENTPD2 TFAP2B NFASC ZSWIM4 RAD1 TNRC6A SELL PTGFRN ANO10 MIR488_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR488_3P PXK TRMT1L AFF4 PAK3 C7orf26 MTURN IL6ST STAM NDUFA5 TMOD2 SLC30A7 ANKRD13C PHC3 P2RY10 CLEC1A ARPC5 TM6SF2 PTBP2 RASGRP3 TENM1 AKAP11 NUP210 TRIM58 ARPP19 CEP170 CCNG1 SPDYE3 CADPS2 SPDYE6 SLC4A7 GPSM2 PTCH1 PRDM10 VAMP7 MMP1 CYRIB MYO1B NSUN4 OLFML1 SFTPA1 STXBP5 ABI3BP PPM1G SCN2A SLCO1C1 RNF111 SLC1A2 CENPO STMN4 CXXC4 EXD2 CDKL4 AKAP13 TTC9C TMEM232 RNGTT RAB11FIP1 DSE GORAB COL11A1 CAV2 RPS6KA6 SLC4A4 AEBP2 SP3 LHFPL3 FAM13B ABHD17B RBMS3 DENND2C DDX4 SOX5 EFNB3 ZNF704 NAT8 ZBTB2 DLG2 MAP2 RIPOR2 NRSN2 DAZ3 NRIP3 POMC MACROH2A2 PKDCC FSCN1 NADK DAZ1 ZNF592 FBXL5 PRR14L PPME1 PAFAH1B1 SLC9A7 ADAM9 DAZL WDFY3 SMIM8 POLR1D DENND1B PPHLN1 IGF1 TCP1 GNAQ EHHADH DCX SEC61G CHRM5 CTNNA3 CDK14 ELK3 DAZ2 EFL1 NFXL1 PDE1A NUDCD3 ARPIN-AP3S2 FBN1 GRIA3 UMAD1 RAB9B SPDYE1 POPDC3 FSTL5 CLOCK MXRA5 EMC4 MAPK1 ZIC5 RIMKLA NETO2 PLPP3 SERINC1 MAP3K7 KRTAP1-3 PCDHB16 PWWP2A SH3TC2 CGNL1 EFNA5 SYNJ1 SNX27 KIAA2013 SACS AMMECR1 TSC22D1 ITPRID2 EEF2K KAT6A LCORL ZDHHC21 EIF3A CYTIP NOTCH2 CNOT6L GPATCH2L ST20-MTHFS ENAM STON1 PDC FRYL EIF2S1 ZRANB1 TACSTD2 EFCAB12 MTHFS RSBN1 PCDHB4 SMARCC1 STAG2 LCE2D ZNF563 RAD51AP2 KLLN INO80D AP3S2 PHF8 NEXMIF RHOT1 LOX JAZF1 SPDYE5 GRIK1 RSPRY1 CTSC MED1 POU3F4 NIPAL3 SCAI ZNF136 PPFIA1 ZNF195 COL4A1 MIR518C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR518C_5P CHCHD3 TAF1B TMEM273 SLC38A2 GPRC5B CD1E MYO1C LAIR1 FAM155B GPD2 ADGRE1 PHC3 ETS1 KCNIP2 NSL1 ZNF343 FHIT TGFBI CTSE AGBL3 BBX CTNND1 ZFAND5 TRABD2B ARMH3 STRADA DSC3 EPHB3 MRAS MIEF1 ODR4 USP2 STX16 TANGO6 BRCC3 TMEM70 CYTH3 LRRC10 HMGXB4 FOXM1 RHOQ FAM237A NKD1 PALM EYA2 TRMT10A CSNK2A1 TNK2 MICAL2 GRAP ARID5B GLB1L KIAA0895 EYA3 PARP9 GRM1 SMOC2 HLA-C PRX SYT2 CERS6 RRNAD1 NFATC3 TAF12 PEX19 ZNF839 RBFOX2 KDM2A FBXO21 PPP1R8 CRB1 PCDH9 POU3F2 AFF3 ZBTB8A IQCB1 PFN4 ZNF268 PTBP1 PTPN3 PRKAR1A UBXN10 OSMR FAIM2 DDT FBXW8 ZNF385B KDM5C NAF1 DLG2 JKAMP RUNDC3B SH2B3 DDX52 ZNF80 NUBPL CD34 PTGS1 STX2 SMURF2 GDAP2 MGA NRAS MYO15A N4BP2L2 GMFB SLC30A4 RNF8 NEMP1 WDHD1 ETV5 RPL23A MSI2 SLC22A3 PRSS23 GTF3C4 MTM1 TAOK1 MECP2 SPIN3 ADGRL1 DESI1 UVRAG SRL H2BW1 TMTC2 C5orf22 ICAM1 OTUD1 ANKRD45 CCR1 TANC2 EPB41L1 PLA2G5 ZNF212 CYB5D1 MAPK1 DPF2 PARS2 SPATA5 PLXNA4 SLC35B4 C10orf99 CDH6 TWIST1 USB1 PSME3 DAAM2 SDK2 SMIM7 ELAVL1 ZNF396 TSPAN18 HDHD2 LRRC19 H6PD ITGA5 UBE2R2 GSPT1 C11orf1 MYO3B LRP2 HLA-B TFAP2D CCDC186 DNAJB1 SLC24A3 SGMS1 RPE65 HLA-A KRTAP24-1 ALCAM SLC5A12 PAX7 AMHR2 TAP2 FAM120C FRYL DNMT3A STAU1 CBLN2 BHLHE40 SYT7 BSN HERC4 KLHL24 MARCHF3 CD40LG WIF1 POGZ FGF11 HMGN5 THY1 SRP19 SDK1 FNDC3A SULF1 DHRSX MIR12131 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12131 MPV17L PWWP3B ZSCAN30 MMD OLFM3 PTER FOXO3 TRMT9B PPARD TRPM7 MCM8 CRTAP TSPAN4 EIF4B ENTPD7 CHRDL1 FBXO28 TMEM254 PAX5 ANKRD44 ABLIM1 MMP16 ACTBL2 TPD52L1 COLEC11 PRSS37 SP100 ELMOD2 ZDHHC15 HPSE2 ZBTB26 MARCHF5 CYSLTR2 CD209 C15orf40 THOC5 GPATCH2L SRD5A3 NPC1 SMIM8 CEACAM1 FAM205C SHTN1 ARMC3 ELP1 TANGO6 PUM2 SV2B PEF1 TMPRSS13 ZDHHC2 IKZF2 COPS4 STAG2 CADPS2 DCX FOXM1 LRRC31 PDE1C CCDC74A LIN9 ADI1 USP33 TMEM43 CSRNP3 CD276 BORCS7 TOX3 TBL1X TC2N STEAP2 ULK4 CUL4B OTX1 DCHS2 F8 CALN1 EPHA4 DIXDC1 MED17 SMARCAD1 ZNF555 CELF2 PITPNC1 SESN1 TESC SYNJ1 GTDC1 ITPK1 MSANTD3 SLITRK2 ZCCHC14 CAMK4 SPATA6L SVIP ERCC6 BACE1 INTS6 DDX6 XKR9 LYST CCL22 PLAGL1 HNRNPU LPL PRKCE SDF2 TXNRD2 SGMS1 CHSY1 DOK3 NAA50 EMB PIK3CB ZNF385D ZFP82 DIS3 TWF1 CLDN11 ZNF704 APELA THSD7A ATP10D FAM104A ISOC1 SYN1 ZNF175 CATSPERE ELL GPR26 KIF1B MYOZ2 KIAA1549 SMCO4 CNOT7 ZNF24 CWC15 HLCS CALM1 ATF7IP SENP5 CALCR COL4A1 POLI AAK1 TBC1D4 BMP2 KLHDC3 TCF20 CCDC74B PITPNB ENTPD3 NEXMIF IFI44L WDHD1 ALPK3 AFP PALM2AKAP2 PDE12 NDUFB5 GLI2 ADAM10 HOXD13 BNC2 GALNT7 WDR26 PAFAH1B2 EPHA6 SVBP SORL1 DISP2 GID4 B9D1 TMPO SPIN1 MIR298 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR298 ZNF148 FCHO2 CAMK2D MYO1C ALOXE3 WASF3 CLSTN2 TSHZ2 DZIP1 PDK3 ANP32E CTNND1 PKD2 RAP1B WIPI2 UBR1 DNER RUBCNL TBX19 ESRP1 TBL1XR1 CCDC88A NR6A1 SLK LEP SV2B ZNF37A TRPC5OS ETV1 ZC3H10 PVR ARMCX3 NDRG2 NTRK2 POLR1B SCN8A LGI2 LMBR1 APP MAN1A2 SPAG9 IQCH GRID2 FHL1 CDK9 LRIT3 SRRM4 IRF2 CYYR1 NEDD9 LRRN1 MATR3 RC3H1 TRIM71 GDI1 FAM111B UVSSA PRKCE RIMS3 ZBTB8A CD164 SNN CSMD3 LDLRAD4 STX6 NDRG3 ATP1B1 MAPK9 ZMYND11 MYB SPINK6 TET2 LPP ASXL1 SLC44A5 PLEKHO2 CGN COX8A CLEC5A EIF5B NADK KLHL9 PDS5A MAML1 AHCYL1 NEB PIPOX SBF2 COL12A1 ALDH1A2 ZZZ3 DNAJC19 SKIL FAM78B EDAR CDC26 GRB10 BPIFA1 HS3ST4 JMJD6 CEP350 RABEPK FAM120A EPS15 NKAIN2 C18orf25 TEAD1 KCNH8 ATP2C1 EIF4G2 LRRTM2 MYO5B ZBTB10 OCM2 RAPH1 ARHGAP21 PPP4R3A COL1A2 HIPK1 DIPK2A STAT3 GLTP PTPN2 DYRK1A APBB2 MAPK1 BASP1 RAB5C WNT8B PRELP CDH8 NICN1 DNALI1 XPO4 DNAJB3 KCNA1 CAPN6 APPL1 KHDC4 ZSWIM6 ZCCHC14 OGG1 PLEKHA8 RBM47 FN1 PAQR9 OCM IPO8 PPARGC1A PSMC2 SH3PXD2A GPC6 PAK3 PPP3R1 ONECUT2 CAP2 AP1G1 MEF2C B3GAT2 EPG5 SERINC5 IL31 ING2 RB1 SHANK2 CDK19 PFKFB2 TBC1D23 IP6K3 RNASEH2B SLC24A2 MAGI3 GPR52 POGZ H2AZ1 RNF146 PTCHD1 MED1 ARID2 CAMK1D HYOU1 STK16 LPCAT3 ANAPC7 PTGFRN MIR4476 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4476 UBN2 HAND1 CAMK2D WASF2 GNE RANBP10 SHISA9 ANKRD13C PIP5K1A PITPNM3 CREB3L2 PEAK1 PARP11 GPATCH8 SEC14L1 P2RY10 RUSC1 TRIM22 ST6GALNAC5 GRAMD1B TNR TRMT10B SSH2 C6orf136 FAM122C CEACAM1 SLC29A2 TMED4 CWC27 RAB15 ATAD2 MLLT11 ACKR2 NR6A1 AP1S3 HMGXB4 TVP23A ASTN1 GJB1 TRRAP SRCIN1 ARIH2 PARPBP ZNF664 FCGR1B RAB5A GUCY1A2 BLMH CSNK1E UNC80 SUSD6 LRIT3 MYO5C KIAA1217 ZFYVE26 CAMKV SATB2 CALCA HTR2C EPHA8 DPYSL2 CCDC149 FNDC5 TMEM25 HOXA3 PHF21A CAMK4 NEBL RAB5B MSMO1 LSAMP FAM168A ZNF169 TAL1 JMJD8 WDR33 KLHL7 ELFN2 ZNF709 TSC22D2 KDM5C SH2B3 KCNK9 VAMP2 TMEM138 PDP2 FAM222A NFAT5 OTUD6A USP37 FAM155A PTAR1 HERC3 ADRB3 E2F3 JPH1 C5AR1 ZC4H2 FGD6 MLH3 WDR48 INSM2 C5orf24 PSMD11 ZNF609 DCAF7 RPA1 SHISA6 KIAA0825 PHF8 RAB6B ATOX1 ADIPOQ NABP2 DOCK8-AS1 MCRIP1 SCAF11 UBQLN2 GLRB SPOCK1 HLTF GID4 ALOX15 PRLR ACP7 C9orf57 SRGAP2 DLEU7 MASP1 EEF1AKMT3 WIPF2 ANKRD45 SOGA1 FOXJ2 NDUFA10 C10orf82 MPZL2 LRRTM4 EHD2 HMG20A C9orf152 PNMA2 RAB11FIP2 KRT38 ELK4 TOR1AIP1 ANGPT4 GJA4 ADGRF2 APEX2 ABHD2 FBXO41 XPR1 MED14 BCAM ZDHHC2 TWIST1 NR3C1 PHB CDK6 TTI2 REEP4 BCL11B PCGF3 ACSL4 SMARCD1 EBF2 POU2AF1 SH3TC2 LANCL1 TRAF3IP1 ZXDC UBXN1 AK4 IGDCC4 CDIP1 IL18BP TPTEP2-CSNK1E FN3KRP SNX27 TTLL7 NIPAL3 SRGAP3 ATP6AP1 POU3F1 HOOK3 OSBP SOCS4 RTKN2 ONECUT2 SV2C TAP2 SOCS7 E2F7 JCAD BMP3 MAP10 C11orf87 SLC7A1 MAN2A1 NACC2 PGRMC2 LCT AAK1 ZNF585B BHLHE40 FEM1B TTC13 MPRIP RNF157 PIP4P1 CSTF2T LUC7L2 MRPS16 LENG8 GPATCH2L PLSCR1 FRZB TFAP2B VPS26B SCN2B SDK1 ACVR2B NR4A3 ALS2 HNRNPR FSCB DLG2 USP12 MIR892C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR892C_3P ARHGEF10 MBOAT2 CREB5 ZNF692 NPHP1 AFF4 CTCFL ELAPOR2 PTPRR SLC27A6 SOX7 CD1E GSDME SUMO3 PPP3CB TMOD2 ELAVL4 SIPA1L1 MZF1 RORA RAB42 SMIM12 BZW1 FGD4 CTTNBP2 CCNO DYRK1A CNPPD1 TENT4B TMED7 BROX CFAP94 BBX COMMD9 UBA6 GUF1 TLL1 WDR17 BRDT UPF1 SRD5A3 PACSIN2 SP3 CRKL BECN1 DISC1 TENM1 NCOA7 ZNF140 KCTD15 PAN3 HAT1 RNF139 SERINC1 SNX18 VPS41 ANKS1B TNPO1 TES PNN RYK CHD2 NOC3L TIMP3 ARMC10 LEF1 ALG2 ANK2 SPRYD7 SON PLAG1 KBTBD3 KCNH5 EXOSC3 TNFSF13B ERC2 JADE1 TSPYL5 NDST3 ANKRD17 ASCC1 GARNL3 CACNA2D1 AKAP5 PDE10A ADD3 SRCIN1 AVL9 MTMR6 YIPF6 PPP1R10 GNPTG SS18L1 GJA1 MKLN1 OIT3 INKA2 RBFOX1 ANAPC4 HMGB3 FSD1L PPA2 NFE2L3 STAM2 TYW5 TMEM232 GABPA CU633967.1 DCLK1 GALNS PLPP6 ARIH1 APBA3 CCL23 SEC23A SMAD4 HORMAD1 ZNF621 ZNF644 KCNK2 GPR75 SERTAD2 PAQR9 C3orf70 CU634019.1 SUPT6H RIC1 LIG4 C14orf93 CASD1 SNRPD3 LAMC1 ZDHHC21 FAM8A1 VEZT GRM3 C9orf129 GAN TMEM87A RAB21 SYPL2 PKN2 NKX6-3 EPS8 HP1BP3 CU633904.1 RASGRP1 PIP4P2 YWHAE RIMKLB IMMP2L DACT1 AGMO ERI2 GIN1 FILIP1L LIFR UBE2D1 MRPS23 SNAI2 SIAH1 IGIP SEC63 COLEC12 RPS6KA3 LXN TIMP2 MAPRE1 SLC7A11 PRKAR2B HOMEZ NFIB PGM2L1 TTC21B RPS16 HS3ST3B1 PTPRJ DPY19L1 XKR8 FP236241.1 C5orf24 GPR173 CAPN7 CNOT11 BICD2 SEC61A2 DR1 ARF4 RPA1 MAP3K20 TFAP2B CEP350 NAP1L5 CDKN1B CNTN3 CDK17 DISP2 PHF6 SCAI ESS2 SCX SF3B1 LRP1B BDP1 DSG3 XKR6 PIGK EXOC4 INTS8 ANKRD27 SULF1 PURA MIR302B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR302B_5P TMEFF1 LYN PALM2AKAP2 MAP3K7 EGLN1 OMD PGR DGKH TMEM218 CMPK1 MAGI3 SMAD3 LRRC28 A1CF ROBO2 SEMA5B LAMP2 ADAMTSL1 PRKG2 USPL1 PSD3 UBL3 MSANTD3-TMEFF1 CRKL TNS1 ARFIP1 TPM1 ZNF485 COQ2 STEAP4 EML6 GALNT13 FMR1 AFAP1L2 RAP2B GSDMC GASK1B PPM1A DCAF4 ATRNL1 DAZAP1 MINDY3 ZNF254 MAGEE2 IGDCC3 ZNF670 CCP110 KCNV1 TLL1 MOB3B CHAMP1 PHF3 FAM168B TLE4 BROX UBE2K FAM110C GABRA4 PLXDC1 GTF2A1 EPC2 KLHL28 AEBP2 NCKAP1 FAM135A CHST11 UPF3A ALCAM SLC1A3 RGL1 PPHLN1 FAM122C CDCA7L ZMYND11 SPRTN LCLAT1 DCAF4L1 MON2 CNOT6L JMJD1C CBX5 RNF2 SOX6 NFRKB ATRX EXPH5 SLF2 LRR1 POMP PDS5A FNDC3A SAMM50 CLDN12 IRS1 TRIP11 ATXN7 RMND5A EMCN BORCS7 FAT2 MAFG AASDH CCDC62 ZNF91 B3GNT5 IPCEF1 EHMT1 PGM3 PDP1 ADAMTS5 DTX3L FAM174A ZNF597 CDKN1B NCL CTNND2 FGFR1OP2 SEMA3D ATP2C1 PNISR RAPGEF5 C5orf51 BBS5 MGAT4A FZD3 PLAGL2 ZYG11B CAVIN2 AGFG1 ELK4 DNAL1 SRD5A3 SLC25A31 GPHN GAD1 RAB14 HECTD2 PRRX1 ANK2 NR3C1 CDK6 NDFIP2 NF1 SLC10A2 KLHDC1 PWWP2A PDE10A INSIG2 MTMR6 F11R BBX EPHA4 SMARCAD1 CEMIP2 GABRG1 DACH2 SEC23A KIF18A NUCKS1 PLAGL1 CD2AP SNX30 MEX3B FBXW11 SPPL2A TOB1 GGCX CISD2 AP1G1 MITF SERINC5 SLU7 SMAD2 PPP1R1C PSMC6 ANKRD30B FUNDC1 HERPUD2 MARF1 AAK1 NLK ATG4C CNTN5 EFCAB14 SRSF2 DYM SRGAP1 TTC33 PDGFRA KLHL32 ZMAT3 FER SMIM13 XPNPEP3 TLL2 WNT3 LIN7C KANSL2 BMP2K DMXL1 DOCK3 ZNF800 ZNF17 MIR4267 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4267 ARNTL2 ZNF423 SLC39A10 RANBP10 TOMM34 UBE2D3 CCDC178 PITPNM3 CARHSP1 ZCCHC17 RAB11FIP3 SCAMP5 CISH TSC22D1 COG8 KLF12 MOCS1 CWC27 ARMH3 WIPI2 ZC3H12B SLC12A3 AGT ITPRIP CSF1 RAB15 NCBP2 MED22 BCKDHB JAKMIP3 TK2 ZNF782 DOCK9 NANOS1 FOSL1 AOC3 FOXD4L6 VPS37C GPRASP2 RREB1 SMG7 PHYHIP PARP8 FOS CTTNBP2NL KIF13B CFLAR MPI SPRY3 COL6A6 FAM53A CNDP2 FOXD4L3 LASP1 VAPB DNAJB5 SLC6A17 ZNF497 MAP7D3 NFASC ALDH18A1 EI24 ERBB3 CPPED1 SUV39H1 FAM53B PTPRO BCLAF1 SORT1 VAMP1 C22orf24 BMP4 CRLS1 HIVEP3 ADAMTSL1 TYSND1 DACT2 TRDN CDK5R1 RNF169 SEMA6A SNPH DUSP6 ZMYND11 COPS2 FAM168A CCDC186 ABCF1 TRPV3 COMMD3 PCSK6 DIS3 ZFAND3 SESN1 SLC1A4 C16orf70 NKX2-5 ZNF623 EFR3B KDM2A SMCR8 PRKX LRRC31 FCHSD1 CECR2 KATNIP SLC2A10 REXO4 CYP4A22 VPS53 MAG WFDC11 PIN4 POLR2F ABCF2 CACNG2 BTG2 GCC2 PA2G4 MSR1 PPP1R9B MTFR1L RXFP1 TCF19 GDI2 ZNF609 ZBTB47 DCAF7 DNAJA4 SKA3 GLRX N4BP2 TMEM86A CSPG4 DOK5 KIAA1841 C5orf24 NCK1 MECP2 SLC12A5 FAM53C PYDC1 MBD6 MSL3 LZTS1 LMOD1 CALHM1 PNP KCND1 METTL1 HABP4 BRD8 GNPNAT1 MINDY2 LGR4 ACSL5 ZNF653 TWIST1 BSDC1 TENM4 PLEKHM1 SLC22A13 KCNE4 TEF EPPIN CAPN6 TRAF3 CALHM5 PREX1 SAMD12 CNTN2 STRIP2 SMPD1 ABHD12 MAP4K5 DUSP10 RNF165 TRUB2 SZRD1 IHH SOX11 UCK2 LDLRAD2 HOOK3 SPPL2A LRRK1 PDF MAST3 HSF5 LIMK1 GLS TAB3 CHST3 TBC1D16 HDAC4 NFIA PHF13 CYLD ATP1B3 L3MBTL2 ANKRD42 SMARCC1 VSTM2A GARRE1 CFAP44 BMPR2 SEC24C MBNL1 TNS3 SMG8 ALPK3 HUNK WEE2 LENG8 POMGNT1 POGZ STK4 SLC1A7 CD44 GLE1 ABCA13 RGS16 CCDC33 FBXO40 TBC1D2B SHISA6 DGKQ SFMBT1 MIR6830_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6830_3P UNKL PCDHA2 NRG1 PDPN CCAR1 FN1 TNRC6C DPP10 CYP4F3 UGT3A2 PPFIA2 TGFBR1 INA ABR DIO2 UBE2H DDX5 CNTN1 AQP4 EML6 PDZD8 FUT9 CADM2 MAP4K4 TMEM140 TSHZ1 CREB1 TRPC5OS PAPPA NFIC GAB3 ZNF765 DHX40 ATRNL1 SULT4A1 C6orf120 GPR156 PCDHA12 IGF2BP1 TMEM47 TRMT11 EGR3 TRDN LEPROT SMARCA5 DCUN1D5 TNRC6B CCDC126 POLR2H ADAM33 DEPDC1B RNF19B PCDHAC2 UXS1 SATB2 CTDSPL2 RAPGEF2 TIMM21 ALCAM PAX8 SERTAD2 OSBPL9 USP8 PCDHA10 PFN4 DUSP6 ZMYM4 TFPI MIER1 PRKAR1A TUT7 ABCF1 ITGB1 NUMB CTSC DISC1 SLC22A15 BACH2 MYCBP NTRK2 CD93 ADGRF5 KCNK9 CCSER2 TUB IQCJ KLHL31 PCDHA5 FNBP1L COL4A1 POGZ BTN2A2 TRAF6 MYEF2 KCNC4 OLR1 BTLA RAP1GDS1 MRTFB IL36B CREM RFPL4B PCDHA9 EPHB2 MINK1 MORC1 SEC61A2 NCR3LG1 HLTF ERBB4 ZNF468 RAPGEF6 MTM1 ST6GAL2 SMIM6 PCDHA3 PITX2 C17orf80 SLC22A17 TMEM123 QSER1 PCDHA6 AKIRIN1 PRKG1 KCNAB3 DCAF8 TANC2 PLA2R1 TBC1D22B ELMOD2 SLITRK1 CHGB HHLA1 PIK3C2G PCDHA13 CXCL10 MAP3K2 ERICH1 SPTLC2 LATS1 CREBZF IGDCC4 TMEM196 SOX6 POTEM SCN9A FOXR2 NAIF1 PCDHA11 TP53INP1 MTAP EIF4H MTERF3 OPN5 PCDHA7 PCDHAC1 SPTLC3 PCDHA1 PRRT1 SLC5A12 THBS1 CD83 KHDRBS2 TCP11L2 HAS2 KHDC1 PHKA2 FLG2 UBE2D1 ZNF813 CCSER1 ATP8B1 FAM102B SYT11 CD36 CEP126 PRDM7 ABO KLB MT1B GTF3C3 TSPAN7 HSDL1 HRNR SLC24A2 DUSP7 KLHL4 TTC14 ENPP4 HECTD2 PLSCR1 IL12RB2 PCDHA4 POU4F2 LRRK2 GDA KLF9 RYBP ZNF800 DNA2 FOXA1 LSM14A HMGA2 MIR6127 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6127 CASTOR2 PAK3 TAB1 TUBB DNMT3B C20orf96 ARL8A ALOXE3 ADAM19 PIANP GJB3 CHRDL1 PAX5 IGSF8 GPATCH8 ETF1 SMAD3 GMPPB NHLH1 CACNG6 WNT7B ZDHHC3 CWC27 FIGNL2 SAMD9 NOL4L ST3GAL1 NOTCH3 LDLRAD3 XYLB N4BP1 PPP1R12B ATP1B2 IGF1R ACKR2 CDK1 BICDL1 ZNF782 IKBKE TET3 SP1 PADI2 FGD1 NELFE SYNGAP1 NKD1 DPF1 CANX BPIFB2 YEATS4 KLK4 FAM126B PRR29 VTI1A MIP STING1 EYA3 PTMS C6orf223 NFIX LASP1 IFFO1 AKAP13 NUDT18 MSH5 BCL11A SIGLEC1 IL18R1 RAB11FIP1 EXOC2 SHLD1 KLC4 HOXC6 INTS6 NME9 GTF2A1 FBXO45 S100A16 ACVR2A MPIG6B WDTC1 SLC19A3 KIAA0513 GABRG2 RNF169 RBMS3 RAB5B CERS2 DUSP26 LSAMP LPXN CCDC184 FAM104B RSPO4 TOLLIP STAT6 EPO GATAD2B PABPC1L2B KCNQ4 CENPP F9 SPRY4 PABPC1L2A CD34 NOVA2 KDELR2 GEN1 STX2 ELMOD1 SHMT2 MAPK14 PAICS SLC25A24 MAPRE1 KIF24 CERS3 ZNF583 ARHGAP19 MMACHC TMEM169 LURAP1 LHX2 ATP13A3 TRIM16L DCX DNAH8 NABP2 LIMD2 OPN4 UBQLN2 SORL1 ATAT1 MECP2 JADE2 SLC2A3 KCNF1 MMP19 SPINK14 RCOR1 DTX4 TRIM16 SLC9A8 LRATD2 KCND1 STUM ALKBH1 NDST1 SNX33 KIF5A ZNF703 ADGRF2 PLXNA4 ABHD2 PARD3B DEFB118 XPR1 HERC1 IL2RG FRY UBL4A PSME3 POU2AF1 MAPKAPK2 CREB3L1 SMOC1 FRMPD3 CDK5R2 ATP6V1B2 ZNF395 RPH3A BAZ2A NYNRIN NXF1 ADAM30 FAM131C SMG6 MSI1 SMIM24 TTYH3 SHF SIX2 OSBP CLTA NAA50 DLX6 KSR2 NEMP2 ENAM JCAD AGAP1 PACS1 ZFPL1 EIF4EBP1 ERI3 PLA2G2D SHE IL10RA NIPSNAP1 CAMKMT LENG8 MICALL1 SHB SDK1 KRT75 WBP2 FOXL2NB CSNK1G1 GSK3A TTBK1 DNAJB2 MVB12B CLSTN3 RASSF3 MIR6515_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6515_3P NUDT15 DDC NR2F2 CHCHD3 CHST7 ZNF160 TRIOBP MBNL3 TRAPPC13 THEMIS LARS1 CLSTN2 MYBPC1 BLCAP ETNK1 ZNF605 GRIP1 KAT2B ZFAND5 GFOD2 GCLC ZBTB20 ARFGAP1 EXD1 ENC1 EYA1 OPHN1 FER1L6 TBL1XR1 FUT9 DUSP16 PXN CCER1 BRAP DSTYK PRDX6 RTN3 HCN1 NFYA VDAC3 PTCH1 GXYLT1 HERPUD1 PRELID2 ZNF765 GABPB1 MTF2 CPM GTF2A2 FBXO32 MAGEA12 GCSAML PHF20L1 USP46 EOGT CUL5 BTF3L4 TNRC6B C1orf21 PRMT6 ASB1 RNF141 FSIP1 NOD1 UBE2F DDX6 DDX46 NT5E GJA9 ZBTB43 PCLO XKR4 SLC2A2 NAP1L1 SNCA SPTSSB PRKAG2 MAGEB6 RAPGEFL1 KCNB1 ZNF629 FBXO8 RBM15 FAM168A GRM8 SYTL5 DDT RMDN1 LAMA4 SLC25A22 DNAJC5G HECW2 SEC22C THSD7A TM9SF2 TRPM7 HMGCR ZNF99 ZNF705A SH3BGRL GIGYF2 BOD1L1 YAP1 SMIM12 OSBPL6 KIF14 NAV1 KPNA6 HOOK1 ZNF816 DHRS1 RPRD1A ZNF521 ZNF584 XDH RNASEH2B BTG2 MYLK3 C15orf65 PA2G4 PPP2R3A VGLL4 GPR173 ARL6IP1 MSI2 TMEM35A RNF149 RPA1 GPR107 TMEM135 TAOK1 UGP2 CREB1 CAMSAP1 SRSF1 C1orf116 SRGAP2 TULP4 ATG4B CAVIN2 WDR33 ADAM28 HIPK2 PLPBP PSMD1 CPD TM9SF3 IKZF5 CHL1 SPTLC2 OR12D3 PRLHR CCDC144NL MSX2 ACTG1 OTX1 ERRFI1 ZNF37A MIS18A RAB39B ELAPOR2 SNX27 CLDN16 MFN1 ZNF146 DCAF1 CLSPN ANKRD18A ZNF705D SPTY2D1 NSA2 YAE1 ZDHHC21 CCNT2 ELL2 IFNAR2 ZNF410 DLX2 LDHAL6B TECTB C15orf48 MYPOP ZNF138 PGLYRP4 KIAA1210 C17orf107 VAMP3 RSBN1 CCSER1 TBC1D23 BHLHE40 ATG4C CSMD1 ARHGEF33 GALNT1 INO80D KDM4C NSD1 CDKN2AIP TMEM260 CCDC28A ESCO1 UBN1 MAGI3 TMEM167B PDGFRA NAP1L5 POU4F2 PAK1 SOS1 SBSPON COL15A1 JUND ZNF721 VPS72 TCF7L2 DGKH USP12 PURA MIR12122 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12122 BAG4 AGFG1 SYBU PRDM16 HDAC9 CAMTA1 TENT2 KIAA0040 TDRD5 HABP4 TIAL1 SRP9 PIANP PITPNM3 MAP1B PCSK2 AKIRIN1 TOMM6 FGF14 ATP6V1G2 MAGI3 PTAFR LIPA KDM3A LBH ZNF117 GATA6 KCNH1 SP100 STRADB RAB10 SELENOS GAPVD1 SYNRG SLC39A10 CSDC2 ZBTB46 TSLP PLPP3 SNAP25 SH3BP5 PPME1 TMX3 NCK1 XPR1 THUMPD1 ZFP36L1 FOXP2 UGT2B11 ZNF432 UGT2B10 PLCG2 PBX1 PLAG1 HEATR5A NEURL1B HIPK2 BEND4 ABCA1 PRDM10 SH3GL3 SMIM2 ARHGAP36 RGL2 AGRN STARD7 ECE2 HSPD1 SCYL2 AGO2 ATP13A4 FIGN DEFB134 INPP5J BEND7 USP13 MAP4K3 DBF4B RUFY1 SASH3 TREML1 CLEC12B SNTG1 DCUN1D5 ACP3 CDH24 ZFP36L2 NFIB PDE5A GATD3A AMOTL1 PCDH19 STIMATE NAV2 TMTC3 GABPA EYA4 DIRAS1 DCLK1 ARIH1 HOXC6 CTSV COLQ NUP50 DDX6 CBFA2T3 G3BP2 GRIN2D ATXN1 SH3BGRL2 DTD1 SZRD1 TREML4 SLC10A7 ERBB3 TMEM38B TADA1 PET117 GOSR2 FBLN7 HDGFL3 NRK LPIN2 CCDC28B CHN2 JPT1 CASD1 ZNF486 ZDHHC7 ITGA1 ZFX PRDM11 HS6ST3 KDM7A NAA50 WEE1 GTPBP10 PTGDR SNX15 ANK1 RASGEF1A ENOX1 CSTF2 TMEM181 LCOR FAM118A NRXN3 FRYL CTXN2 NIPSNAP2 C16orf70 SLC35F5 KMO CTBP2 TMEM184B RNF220 TCF12 MLLT10 ZNF28 TNRC6B ZMPSTE24 NECAP1 ADRB1 IRS1 ARL8B ACOX1 DNAJC6 SLC7A11 CYP4A22 SMAD1 INO80D SCN1A ZNF816 PANX1 RNMT NFE2L1 USP6NL DTX4 SPIN4 IFI44L CNTN1 ADO HECA C18orf25 FANCD2OS ARL5B GPRIN3 LAMB4 ZFP1 STT3B UBE2J1 NUFIP2 MAP3K20 CEP350 MAN1A1 ZNF468 CCK EMP1 MAP2K1 ACVR2B RORB MARCHF10 DUSP2 CRISP1 TSHR TNRC6A CAB39 RIMS2 SLX4IP TET1 RAB33B UBE2V1 LARP1 CIR1 GNG2 MIR5003_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5003_5P EIF4E3 HSPA14 HMOX1 MACIR TXNRD1 CEP85L TAC1 CRIM1 VIP ELAVL4 URI1 CHD7 BDNF PKIB PHC3 CERS5 BZW1 MATN2 LRBA ASAP2 MAGI3 LMO2 SPP1 ZYG11B AP1S2 ROBO2 TBR1 CHD9 KLF12 KMT5B BACH2 SUCO SNAP91 SGSM1 NEFL SAMD8 VPS33B CHCHD1 MSL3 ZBTB20 DSC3 LDLRAD4 FBXO9 U2SURP UTS2B ARHGAP12 RAD51C ADRA1A STAM PPDPFL ZBTB10 MYRIP FOXP2 NR2C2 FUT9 RBM5 RBBP4 ATP6V1A UBE2E3 SPRYD7 PPP1R9A STAG2 SAE1 TASOR LEMD3 C16orf70 RNF185 RAPGEF6 OPRM1 TRIP12 KL NDUFA4 HOXA9 CACNA2D1 CANX CYP7B1 CTDNEP1 WSB1 YTHDF2 SS18L1 ZMYND8 TAF9B DYNLL1 ASTN2 MAPKAPK3 MANEA BTF3L4 TMED2 TADA3 GPR158 GPM6A SDF4 CAMSAP2 FSD1L TM4SF1 ADGRD1 SMOC2 TOMM70 ZSWIM6 TOR1AIP2 CCL15 RNF144A PHACTR2 SLC23A2 FBXL5 LRRC58 LRRN1 C18orf32 INTS6 GPR12 RHOBTB1 PDCD6IP KMT2D NEUROD1 CLTC CLASP2 CUL4A CHD6 DIPK2B RMDN1 CLVS2 NEXN ZNF629 FGF14 FAM210A OCRL NOS1 NOLC1 B3GNT2 ZZZ3 CD2AP PDLIM5 SUSD5 CYTIP HS6ST3 MYB RPL17-C18orf32 SRSF4 PJA2 RICTOR IQSEC1 ZNF704 KHDRBS2 ASS1 ATF7 LCOR SPA17 UBE2G1 S1PR1 BAZ2B ATXN1L CLHC1 BMP2K KDM2A VDAC1 PRKCQ ZNF318 ODC1 SUV39H2 INO80D PCDHB5 OR7A5 TRIM66 GNG2 FAM110B F11 PHF8 NEXMIF GK5 ANK2 TFDP1 RAB3GAP2 CNTN1 PLPPR4 USP9Y NHLH2 CYP27C1 SRGAP1 GATAD2A MBNL3 WWC3 MTCL1 PALLD GALNT7 GAS2L3 CACUL1 LIMD2 SPHKAP KHDRBS3 POU2F1 SNCB CLOCK GIGYF1 RTL5 GNB4 RNF144B TAFA2 ABHD15 MIR544A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR544A NWD1 IPO5 CHURC1 SYNPO2 FLRT1 TBCK FLNB CRIM1 BIRC6 LPAR1 ZNF518A KALRN KDM3A ENAH TGFBR2 SAR1A CACNB4 DCP1A C6orf62 GALNT3 RAD51D NELL2 MYORG HTR3D DENND10 APPBP2 SAMD4A DDX5 FUT9 ATP11A C14orf132 LYRM2 CYP19A1 PWWP3B NARS2 IKZF2 ABI1 SEPTIN9 PPP2R3A MRPS30 ZNF236 HERPUD1 PLK2 PPM1A CASP7 NIPA2 ZNF234 ASTN1 TDRP PNISR SCN8A ZNF853 RAP1GAP2 TBL1X FAM126B ORC4 POLR1E GTF2A2 RAP2C SERPINA9 PAK5 CTTNBP2NL CEP20 PHF3 DNM1L PDCD6IP SUSD6 NFIB ATP2A2 ARF6 SPRY1 NCOA3 POLR3E CTDP1 CDH1 PERP NOD1 ZNF737 SMAD4 TSC22D2 AEBP2 PI4K2A POLR3G PLEKHG1 DARS1 LYST FMN1 RNF214 POU3F2 LTN1 OSBPL8 ARHGAP20 DUSP26 RASSF10 GAN SLC25A22 ZNF704 BNC1 SREK1IP1 SLC22A1 ABHD10 SLC41A2 MIS18BP1 AMER2 MTMR12 VAMP4 ENPP5 STMN2 HMGA2 SESN3 NKX6-2 COMMD2 HTATSF1 SACS MAP2 SLC5A3 KLF3 AZIN1 WDFY3 NCAM2 PLPPR4 ETV5 ATP6V1D COL19A1 TMEM67 XYLT1 PLSCR5 USP9X DCP2 TMEM62 SDHD FAT4 PALD1 ADGRL3 TEAD1 VEGFD GUCY2C HGF DUSP2 FBRSL1 KBTBD4 ZNF695 CDKN2AIP ZNF471 FAM98A TSHR GLTP XIRP2 NIPBL PAX9 SLC39A10 WARS2 CEACAM7 TNPO1 TENM4 ABCD3 RELN SLC10A2 AKAP5 EBF2 PUM3 KRT6A PARPBP LACTB ZBTB34 CCL13 TMED5 STRIP2 TNFAIP8L3 COL5A1 CBFA2T3 TUT4 MAP3K1 USP8 NAPB NUFIP1 SLC35G2 MED13L UBE2L3 RAP2A MYO1D GPATCH2L DNAJC1 GTPBP10 CISD2 RAB37 SOCS7 TOX BRMS1L CDR2 KIF13A FOXO1 WDR1 AAK1 TIMP2 BMPR2 POLH TPM1 PCLO STBD1 TMEM260 GTF2H1 KCNJ3 SRSF2 VCPIP1 DARS2 PHIP MSANTD2 TTC14 NUFIP2 CNTN3 SDK1 CLCF1 ARRDC4 TMEM167A RET USP12 CSDE1 C17orf67 MIR4676_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4676_3P ARHGEF10 MBOAT2 CREB5 ZNF692 NPHP1 AFF4 CTCFL ELAPOR2 PTPRR SLC27A6 SOX7 CD1E GSDME SUMO3 PPP3CB TMOD2 ELAVL4 SIPA1L1 MZF1 RORA RAB42 SMIM12 BZW1 FGD4 CTTNBP2 CCNO DYRK1A CNPPD1 TENT4B TMED7 BROX CFAP94 BBX COMMD9 UBA6 GUF1 TLL1 WDR17 BRDT UPF1 SRD5A3 PACSIN2 SP3 CRKL BECN1 DISC1 TENM1 NCOA7 ZNF140 KCTD15 PAN3 HAT1 RNF139 SERINC1 SNX18 VPS41 ANKS1B TNPO1 TES PNN RYK CHD2 NOC3L TIMP3 ARMC10 LEF1 ALG2 ANK2 SPRYD7 SON PLAG1 KBTBD3 KCNH5 EXOSC3 TNFSF13B ERC2 JADE1 TSPYL5 NDST3 ANKRD17 ASCC1 GARNL3 CACNA2D1 AKAP5 PDE10A ADD3 SRCIN1 AVL9 MTMR6 YIPF6 PPP1R10 GNPTG SS18L1 GJA1 MKLN1 OIT3 INKA2 RBFOX1 ANAPC4 HMGB3 FSD1L PPA2 NFE2L3 STAM2 TYW5 TMEM232 GABPA CU633967.1 DCLK1 GALNS PLPP6 ARIH1 APBA3 CCL23 SEC23A SMAD4 HORMAD1 ZNF621 ZNF644 KCNK2 GPR75 SERTAD2 PAQR9 C3orf70 CU634019.1 SUPT6H RIC1 LIG4 CASD1 SNRPD3 LAMC1 ZDHHC21 FAM8A1 VEZT GRM3 C9orf129 GAN TMEM87A RAB21 SYPL2 PKN2 NKX6-3 EPS8 HP1BP3 CU633904.1 RASGRP1 PIP4P2 YWHAE RIMKLB IMMP2L DACT1 AGMO ERI2 GIN1 SERP1 FILIP1L LIFR UBE2D1 MRPS23 SNAI2 SIAH1 IGIP SEC63 COLEC12 RPS6KA3 LXN TIMP2 MAPRE1 SLC7A11 PRKAR2B HOMEZ NFIB PGM2L1 TTC21B RPS16 HS3ST3B1 PTPRJ DPY19L1 XKR8 FP236241.1 C5orf24 GPR173 CAPN7 CNOT11 BICD2 SEC61A2 DR1 ARF4 RPA1 MAP3K20 TFAP2B CEP350 NAP1L5 CDKN1B CNTN3 CDK17 DISP2 PHF6 SCAI ESS2 SCX SF3B1 LRP1B BDP1 DSG3 XKR6 PIGK EXOC4 INTS8 ANKRD27 SULF1 PURA MIR578 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR578 ZNF365 MBNL3 TBCK RETREG1 NRP2 RUFY2 ATP9A VEGFA DICER1 ZNF331 MAGI3 CCDC125 GLCE COBLL1 UPP1 CTNNA2 LIPA KIAA0586 FRMD4B PRDM5 PPP1R14D CR1 ZBTB20 TBC1D1 ARHGEF9 CDC37L1 SCRN3 BCL11B TAFA1 ZNF398 FUT9 BAG2 TMEM70 MOB1A PAFAH1B2 C9 LIMS1 PAPPA PPM1A HACD1 DPYD DPY19L3 GLIS1 MAP7 HIF1A SHOX2 SOX21 ZNF559 ARID1B KCNV1 GCSAML SEZ6L LSM5 NT5C2 EPHB1 PIK3C2A CYYR1 STAC PCSK2 FNTA GRID1 ANO2 C2orf88 TACC2 LPL CRYAB RBMS3 LDLRAD4 PHLDB2 CYB5B CNOT6L ZNF25 MLLT3 PLEKHA8 LPP RNF217 SMAP2 WNT5A MEF2A ODF2L CIT SLC36A4 MSRB3 TNFSF13B TOX3 CA12 KCTD8 PRKAR2B BRIX1 BAAT DCAF1 PRKCQ CPED1 FGF12 LRP8 ULBP1 PCDH15 MYH11 CEP57L1 DTD2 COL19A1 PYROXD1 LDB2 KIAA1549L TP63 PELI1 SIX3 FAT4 DKK2 MTM1 DCTN6 VIP CREBL2 PCDHB9 ZNF569 GLIPR1L2 HSPE1-MOB4 KCND2 SRP72 QSER1 SLC38A6 AHCYL2 TMEM212 FSTL5 ITGA4 FZD8 PKP2 NIPBL SLC35F2 CPEB3 HIPK2 SAMD8 SLC24A2 USP27X CTSO MED14 GRB2 MAP3K2 ABCD4 TNFRSF19 TCTN1 KIAA1328 DSG1 EPM2A ZNF449 SAXO2 TMED5 TENM3 PFN2 SOCS2 TGFB2 ABHD13 FBXO4 SPTY2D1 HOOK3 PPP3R1 ONECUT2 HTR1B SRP9 AMDHD1 SPDYA SMAD6 SCML1 USP30 WDR64 ICOS UQCRQ JAZF1 ZBTB41 TRPC6 ADAMTS3 MOB4 MEOX2 CENPQ RORB LYRM7 MRAP2 USP15 MIR29A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR29A_5P PRRC1 ZNF717 NEK1 B3GAT1 EGLN1 HOXA10 MIA2 MIER3 WT1 C11orf54 ETS1 ROBO1 SLC44A1 PGBD1 A1CF SC5D LRCH2 GEM CD5L KAT2B RHOA GFOD2 F2R ACSL6 REST CDC37L1 CLPX NUDT13 TTC19 ABL1 PGRMC1 SLC16A7 BBC3 ZNF706 SUZ12 FAM71D FAM86C1P TRDMT1 GASK1B PCNP RMDN2 ZFX C6orf120 FAM126B B3GLCT CLDN20 MTF2 SOX21 COMMD6 RNF111 EEF2KMT SLC1A2 GPR89A ALDH1B1 RANBP6 CXXC4 SEPHS1 RAB31 KCNQ5 CHUK SLCO4C1 DIPK2A ROCK2 C2orf69 ZFP1 ARID4B RC3H1 KCNJ5 APOBEC3B PEX11A ABCC9 TMOD3 ENG SPATA31D4 ADGRL4 SPTSSB EHF CEP135 MYSM1 TUT7 TUBGCP3 IQGAP2 DDI2 ESYT3 ODF3 FAM86B2 PNLDC1 EIF4EBP2 LPP CD47 ZBTB2 SLIT2 ATRX CES5A JRKL ZNF713 SESN3 EIF5B FAM241A PPP4R2 CBLB ALOX5 FOXJ3 SBF2 PDCD1LG2 RBMXL1 FLOT1 RECK SH3GLB1 G2E3 ADRA1A MORN4 LRP8 DENND1B ILDR2 SRI SKIL PCSK1 MBOAT1 MYLK4 WDHD1 THAP1 PLPPR4 COL19A1 CERT1 KIAA1549L SCAMP1 VGLL3 SEL1L SLC25A31 TMEM135 PPP3CB FAM120A LONRF2 LSM14A HOMER1 RIMS2 ALKAL2 LRATD2 FAM126A SEC23B FAM120C COPG1 SYNPR SLC35A5 BRCA2 MMP16 CCDC34 PLA2R1 CDV3 ELMOD2 CEBPG CROT GRAMD1C BBS2 MINDY2 PARD3B CACNA2D1 SNRNP40 PDE10A MFAP3L SNAPC1 CNOT9 ATXN7L1 ALDOB SAXO2 TIAM1 SCN9A IBSP ARIH1 IFT57 GANC ASCL2 GPR180 ZIC1 GPR89B FBXW7 SGMS1 MED13L PGGT1B PPM1D ONECUT2 GALNT17 ZBTB25 ATP6V1C1 AGAP1 TAB3 ACTR2 KRT222 SBNO1 AAK1 ARL6IP6 SPATA31D3 FOXN3 PIGR MFSD6 MAPK6 CAB39 TTC14 MRPL58 PAGR1 FRZB KHDRBS3 NR4A3 SCAI SF3B1 DNAJC3 ZNF721 DGAT2L6 FGF7 MYL12A MIR4324 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4324 MPV17L ARMC1 HDX LYN CEP68 TMEM41B STK10 ZNF281 ATP11C NRN1 HOMER1 TNRC6C ADAM19 CTBP2 PIP5K1A MIA2 THRB HCCS TXNL4A ANKRD13A ZSWIM5 API5 LPAR2 PAQR8 GLT8D1 KCNN3 SLC11A2 HAUS2 SECISBP2L PPP1R12B TCERG1 DPP4 APPBP2 ACTL6A SOX30 DGKE ARPP19 AP4E1 NRP1 HCK RBM41 ZIC3 GMCL1 AXL NKD1 USP33 MYT1 IGDCC3 CAMSAP2 PXDNL HTR7 STAC2 PTK2 RASSF5 NUDT5 TMEM121 DOCK11 LOXL4 CEP170B BLMH EPB41L4A PITPNC1 SLC14A1 UNC80 WASHC4 SEC14L2 CEP85 PCTP IRF2 NCOA3 CIAO2A MOGS ZFYVE28 TOMM40L FAM53B CHFR POLR3G ERBB3 CHIC1 CDCA7L TPD52L2 SOX12 PUS10 CRELD1 ITGAL FEN1 IKZF2 FAM107B ZNF629 SIAH3 ZFHX3 CHD1 ATG2B NAA15 BACH2 IMPA2 YARS1 CYB5R4 PXN KIF21A MTERF1 COL21A1 WDCP ZFHX4 TRIM9 PTGS1 ZNF264 HAPLN4 ZNF516 CEP164 PPM1E LAD1 GIGYF2 ADCY1 EML4 ANO3 CDC25A IRS1 PDE3B IRX2 MORC2 CTAGE15 BMP2 NRIP1 ABRACL HNF1B CPT1A DCP2 PBX2 TMEM251 FREM1 USP31 PCDH15 CUL1 FNTB MYCBP2 SLC17A5 SLC35G1 TRAK2 HNF4G ZNF609 ZNF236 UNC5D CPLX1 CCSER2 ADAM10 CEP350 TENT4B ME1 DNAJC27 KCNS3 TRIL CREB1 MAP3K8 FBN1 ABCC5 IL6R CPEB2 TLN2 BDP1 CDC42SE1 STK11IP CBX1 EML1 MBTD1 KCND1 CAMTA1 FAM118B PPP4R3A HOXB2 IL1RAP BBC3 ZDHHC23 PLRG1 GATA6 ELMOD2 ANGPTL2 FADS6 LGR4 IPMK TNPO1 SNX7 HDAC7 BEND4 ZNF646 NDST3 APH1A NFATC2IP GLCCI1 STARD7 CCDC117 DHX35 ALDH18A1 MTUS1 TSEN54 ATP8A1 DDHD1 RAB39B APPL1 RNF4 UHRF1BP1 TBCEL CTAGE6 UBE2R2 MAP3K1 KHNYN CLEC16A GALNTL6 HPGD CPNE5 PLXDC2 WDR43 IRF4 FAM169B BLZF1 KLHL6 ATP10D PLXNA2 ENDOV JOSD1 ZRANB1 GSKIP MAN2A1 MICOS10 LIN28A HIF3A LATS2 RSBN1 RTN4RL1 TXLNG PLPPR5 SH3GL2 SLC25A43 RBM20 NATD1 TNKS TMEM219 IFRD2 AJUBA UBR3 PRDM15 RBBP5 MEOX2 RPS6KL1 PXDN KIAA1522 SCML2 ACSL6 COL24A1 TFDP2 H2AZ1 HTT ADAMTS14 CACUL1 TMEM263 KY CADM1 TMEM245 RAB3D CAND2 TRNP1 CTBP1 DMXL1 IL16 IDE MEIOC MIR4700_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4700_5P PPP1R1B PSMD5 CCDC178 RALGPS1 AKIRIN1 NHLH1 HCCS RANBP1 DCTN5 CARTPT PMS2 UBE2L6 PCDHGA5 PCDHGA11 HEYL POU3F3 PCDHGC3 CIITA CASKIN1 ARFIP1 SUPT7L FAM104B MKRN2 ITPRIP ZDHHC23 PXN NR6A1 SERPINA1 EFCC1 TET3 PSMF1 SMYD1 IQSEC3 PADI2 LYPD6 PALM RNF170 SH2D3C ARL10 STX17 DUSP9 VTI1A ZNF559 VSTM4 PRKAR1B APOM KCNK3 KCNMA1 NAA40 SSX1 DNM1L SALL1 LASP1 EGLN3 CSKMT ACACA RGSL1 MEIS2 PRX SRCAP C15orf56 ABCC10 CELF6 CIC SRM DGAT2 PCDHGA3 TBX5 ZNF687 GGA3 TRIM71 TSPAN11 SUSD2 CLSTN1 SAP30BP PCDHGB5 SEMA3F PCDHGB4 SLC25A14 NUMA1 PCDHGA9 DMWD ZNF704 PRKCG LOXHD1 ZNF346 UNC5B SORCS2 FGF18 HSF2BP SPIB RARG TBC1D13 ATXN1L CD44 BCL2L1 BBIP1 PCDHGB3 SNX12 PCDHGB6 DAGLA GFAP NAV1 TEX36 PPP1CA TJP1 NAGA ZNF474 THRA MTHFR RASSF4 SLC6A9 ANKRD20A4P SLC38A7 SGCD PPP1R9B MS4A15 CCSER2 GLIPR1 TTF2 TSPAN2 ZNF106 CAPN12 TMEM127 PCDHGC4 TEAD1 EFR3B IL6R MBD6 NRIP2 LZTS1 GALNT15 KCNJ10 POPDC3 TBKBP1 MAT1A NCDN XPO7 FAM228B RCAN2 SOGA1 RARB MBOAT7 CPLX2 ABCB9 MAT2A MAPK1 PCDHGB1 PRH2 FBXO41 ELMOD1 WDR72 SLC27A4 DNALI1 PCDHGA10 CDC42EP1 SEPTIN5 PCDHGA4 TOX3 KDELR1 ATF6B PPP1R10 FBLN1 HACD3 CALN1 MLLT6 PCDHGA2 OSBPL7 CNGB1 SAMD12 SOX6 CNTN2 CARMIL3 STAM2 FUT11 GLP1R SLC34A2 PCDHGA12 MAP3K14 ITGA5 PCDHGA6 SON LZTS3 RNASE13 NFYC KSR2 PCDHGB2 CLDN19 PCDHGB7 ARID3B ANKIB1 PCDHGA8 OPRM1 C17orf107 BAK1 SLC17A2 PCDHGA1 GAB2 FGF19 ANKRD20A1 AAK1 ENTPD3 PCDHGC5 FOXN3 SORT1 C2CD2L S1PR2 PCDHGA7 MMUT EHD3 UBXN4 GRIP2 DNAJC15 ZNF831 GIGYF1 ANKRD20A2P MIR302D_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR302D_5P TMEFF1 LYN MAP3K7 EGLN1 OMD PGR DGKH TMEM218 CMPK1 MAGI3 SMAD3 LRRC28 A1CF ROBO2 SEMA5B LAMP2 ADAMTSL1 PRKG2 USPL1 PSD3 UBL3 MSANTD3-TMEFF1 CRKL TNS1 ARFIP1 TPM1 ZNF485 COQ2 STEAP4 EML6 GALNT13 FMR1 AFAP1L2 RAP2B GSDMC GASK1B PPM1A DCAF4 ATRNL1 DAZAP1 MINDY3 ZNF254 MAGEE2 IGDCC3 ZNF670 CCP110 KCNV1 TLL1 MOB3B CHAMP1 PHF3 FAM168B TLE4 BROX UBE2K FAM110C GABRA4 PLXDC1 GTF2A1 EPC2 KLHL28 AEBP2 NCKAP1 FAM135A CHST11 UPF3A ALCAM SLC1A3 RGL1 PPHLN1 FAM122C CDCA7L ZMYND11 SPRTN LCLAT1 DCAF4L1 MON2 CNOT6L JMJD1C CBX5 RNF2 SOX6 NFRKB ATRX EXPH5 SLF2 LRR1 POMP PDS5A FNDC3A SAMM50 CLDN12 IRS1 TRIP11 ATXN7 RMND5A EMCN BORCS7 FAT2 MAFG SLC30A4 AASDH CCDC62 ZNF91 B3GNT5 IPCEF1 EHMT1 PGM3 PDP1 ADAMTS5 DTX3L FAM174A ZNF597 CDKN1B NCL CTNND2 FGFR1OP2 SEMA3D ATP2C1 PNISR RAPGEF5 C5orf51 BBS5 MGAT4A FZD3 PLAGL2 CAVIN2 AGFG1 ELK4 DNAL1 SRD5A3 SLC25A31 GPHN GAD1 RAB14 HECTD2 PRRX1 ANK2 NR3C1 CDK6 NF1 SLC10A2 KLHDC1 PWWP2A PDE10A INSIG2 MTMR6 F11R BBX EPHA4 SMARCAD1 CEMIP2 GABRG1 DACH2 SEC23A KIF18A PLAGL1 CD2AP SNX30 MEX3B FBXW11 SPPL2A TOB1 GGCX CISD2 AP1G1 MITF SERINC5 SLU7 SMAD2 PSMC6 ANKRD30B FUNDC1 HERPUD2 MARF1 AAK1 NLK ATG4C CNTN5 EFCAB14 SRSF2 DYM SRGAP1 TTC33 PDGFRA ZMAT3 FER SMIM13 XPNPEP3 TLL2 WNT3 LIN7C KANSL2 BMP2K DMXL1 DOCK3 ZNF800 ZNF17 MIR133A_3P_MIR133B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR133A_3P_MIR133B IDH1 CREB5 SLC39A1 CAP1 GRIA2 GRM5 SGMS2 FAIM SLC50A1 CELF4 HMGCLL1 SV2A MTMR4 SLC30A7 PSMD5 FAM117B PTPRO MMP15 GABPB2 TWIST2 PEAK1 CMPK1 ANKRD44 ANKRD28 PITPNM2 DUSP1 ARL13B PPP2R2D DMXL2 RIMS1 SGK1 ARPC5 MAEA SAMD5 ARRB1 RAVER1 CNN2 ZC3H11A TGFBR1 SIMC1 RAB5C PRPS2 ARL14 CELF5 THNSL1 TENM1 TTPAL AFAP1 MACO1 ARHGAP12 FTL PTPRD PAN3 ANKRD12 RBMXL1 ZBTB10 TBPL1 GRID2 TIMM17A BICC1 PTPRK PLCL2 ZIC3 EPHA5 TMEM128 PML TET3 XXYLT1 YPEL2 PPP2CA GMCL1 FAM160B1 XPO4 SP1 PTH1R ATP7B PRDM1 FGF1 TLCD3A GARNL3 ADAMTS19 SMARCD1 EBF2 THRAP3 ZSCAN16 CLTA CUL4B OSBPL11 RAP2C ELAVL1 VKORC1 C18orf54 IFIT1 RB1CC1 C11orf58 ZNF280C PDIK1L NUP153 GPM6A MKRN3 LASP1 PRRT2 PCDH17 SGPP1 SYT2 SUMO1 MYRF EDEM1 LHFPL6 EYA4 PFN2 NCAN FUCA1 ASH1L POLR2J FADS1 FOXL2 PTBP1 OSCAR LDLRAP1 TMEM121B POU2F2 ZC3H14 VPS54 RARB COL25A1 SP3 MYH9 TFAP2D YAF2 MPIG6B RIC1 DYNLT3 ARPP21 MLLT3 SF3B4 SLC25A38 PPP2CB TMEM170B PTPRZ1 PEX5L IQGAP2 SQLE EGFR ACAT2 SNRK RUNX1T1 B3GNT2 CNOT1 TTYH3 NELL2 KIF3C TRAM2 TAGLN2 FBXW11 PAPLN ADCYAP1 HS2ST1 GABARAPL1 PAX7 ZNF710 CAPN15 SOBP RBMXL2 EMP2 UBA2 PRAF2 RBMX KIF21A CTXN2 CETN3 RAPH1 CTBP2 DYNC1LI2 CKAP4 EPHA7 WASF2 HIC2 TRIM55 MAML1 ZNF131 GRM7 DHX32 RBPJ LHX5 GDNF AFTPH MSN SH3GL2 PRELID3B PTBP2 NUP160 TFG CPNE3 VIRMA PTBP3 ZNF362 PLEKHA3 ELFN1 KCTD20 BTBD3 DOLPP1 CMTM6 FBXL2 RSRP1 JAZF1 SLC6A1 TOR1AIP2 YES1 CCNC ENC1 XPO1 STXBP6 CYRIA GDI2 SHISA5 SMARCA2 EXD2 ADAMTS5 SGTB EIF4A1 LANCL2 FOXP4 USP32 CSNK1G3 TENT5A UBE2Q1 SACM1L BTBD10 TRIQK TAOK1 RFFL KCNA6 FBN1 SEC61B BNIP3L TMEM167A FAM117A DMXL1 TXLNA GNB4 ARFGEF1 SYT1 MIR212_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR212_3P CALU SEC16A SIX4 TIMM9 DPYSL3 KCMF1 STAG1 FOXO3 SLC1A3 DIPK2A CD300LF ASF1A SYN2 SEMA6A EPB41L5 SPATA13 TLCD5 DCUN1D4 MELK VDAC2 MIA3 HHIP SALL1 NFE2L2 SOD2 MAPK1 BOLL ETNK1 LIN28B NREP INPP5K AGO1 DYRK2 ZBTB20 SSH2 PBOV1 E2F5 CDK19 FBXO9 TMEM164 TJAP1 AMD1 RUFY3 PAM TSPAN6 FAM91A1 DDX5 MTF2 ARMC8 STX16 USP38 FRS2 CSDE1 DAZAP2 CNR1 KCNN3 CCDC88A PHF12 RTN4 RAD54L2 KLF7 LEMD3 SOX5 CBLL1 LRRFIP1 SLC26A7 RPP14 SKAP2 SAP30L CAMSAP2 C8orf44-SGK3 CBWD1 FAM76B DUSP9 EP300 WDR5B ARID1B PPM1G ADCY3 KRTAP4-1 ZNF451 MIS12 NMNAT2 SLC30A6 SETD5 RGS7BP PYURF METTL25 FBXL20 CC2D1B MEX3C ZNF652 NTNG1 NVL LRRC58 CBWD3 FAM167A TUT4 ZBTB18 G3BP2 SPRED1 ATXN1 SEPTIN8 NFATC2 SS18 HNRNPM SPPL3 SOX11 LSM11 ALKAL1 CCDC34 FAM227A GRM3 MEF2A ZYG11A PSMD12 CHD1 FEM1C MED9 SIRT1 GPATCH2L SALL4 GPD2 RASA1 ATP10D KIAA2026 DAAM1 BRI3 SGK3 AMER2 RB1 KDM5A ZNF516 SERP1 NACC2 CELSR3 ZNF521 CCDC71L RPL31 CCDC28A-AS1 SCN3A PTBP2 AZIN1 GMFB NLK TMEM64 HNRNPH1 KCNK2 SLC25A28 CACNG2 ZFP3 PCDH10 CLMN MUC13 GTF2H1 MIER1 EFCAB9 TRDN MYCBP2 HBEGF OSBPL8 SLC6A1 NOVA1 CBWD2 SRGAP1 USP9X ENPP4 ADAMTS5 COL11A1 SIPA1L2 H2AZ1 MIDEAS BRWD1 TRNAU1AP CCN2 RICTOR ARID2 ACVR2B PGM5 KCNA6 TLN2 INAFM2 CACNB1 DCC ZHX1 MTMR10 L3MBTL3 MIR3685 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3685 HNRNPK ACSL3 PRDM16 RNF32 PORCN ZNF852 SLC25A21 FAM104B ZNF148 INPP5F HIRA SCN4B COLCA2 MACIR NEK6 SLC25A40 HOXB2 FN1 SLITRK4 CAPS2 OXR1 CDC14B VIT SAV1 TMEM51 QKI ASAP2 AHRR F3 CRYZ BACH2 MOB1B SPATS2L ZC3H11A HTR2C NFAT5 ZFAND5 DOCK5 INA KCTD1 MRPL19 ZBTB20 DYNC1I2 BACE1 PLXNA4 PGAP1 MYD88 SORBS1 TCEAL4 CYBRD1 GOLM1 DEFB118 EDIL3 SNX18 TBL1XR1 GNAI3 CPD ZNF432 TIMP3 TSHZ1 LCMT2 MAP3K2 ANKRD46 VGLL4 AFAP1L2 TAPBPL PPM1A TRIP12 MRE11 APOOL TCTN1 ADARB1 JRKL EBF2 KBTBD11 METAP2 ZNF816-ZNF321P SH3TC2 SERF2 ZFP62 CRLS1 METTL9 IFIT1 ERCC4 ZFP14 GRID2 CXXC4 ATP1A1 SNTB1 PICALM TENM1 PEX5 APPL1 CTTN RNF4 TMEM92 S1PR5 SLC25A3 RERE RC3H1 BAZ1A HEBP1 USP45 SPRING1 PIP4K2A RBBP7 SYPL1 GPBP1 SNAP29 ZNF226 ZBTB1 KANSL1L SERTAD2 HDGF USP15 ANGPTL7 OSBPL10 RFX7 ZNF629 FAM122C YWHAQ SCLY TTC29 MEX3B OPRM1 STXBP5 CCDC6 DCLK1 ODF1 SENP1 BNC1 RFC3 ZNF575 POLR1D ULK2 PLD5 SARAF CREG2 PARP16 ENSA DENND1B FAM199X SESN3 MROH2A SEC62 NSD2 SYT14 EAF1 KIF26B SRSF11 PHLDA1 FOXJ3 ZNF334 NOG PRKAR2B SLC30A4 ZNF114 RAPGEF4 SCCPDH FGD6 SMC5 C18orf25 ATP6V1D DARS2 IDO1 CCDC140 ENPP4 TXNRD1 KLHDC10 POGZ CREBRF FAM228A CEP350 CCN2 MED1 UNK SP4 SEC24A SLC27A2 PRKACB IGF1 TET2 KPNA4 NFATC3 PIGK MIR548AV_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AV_3P ATF1 HMGN3 ZEB1 PALM2AKAP2 CCAR1 ATP11C URI1 ATP9A NLGN4X B4GALT4 OGG1 CNTN4 KIAA0319 TENM1 WDFY1 PAIP1 PCNA DLC1 MIER3 DNAJB14 ARPP19 DHX15 ATG4C SLC16A7 FAM169A TSHZ1 MAP4K4 COL1A1 ETV1 MAGEB16 GXYLT1 CBLL1 SYNCRIP PPM1A TSG101 KRCC1 MYO5A SET TRAPPC11 ALG13 TMEM47 CDK19 DCLK3 CKAP2 CCT6B MED17 AFF2 RANBP6 HOXB7 EEF1A1 NCOA2 FAM168B CDKL4 PCGF5 KDM4C CLEC7A ZFAND6 AASDHPPT CTDSPL2 MAGI2 NR4A3 NOL4 DDX46 GNA13 SPRED1 PMS1 APLN MTSS1 EIF3J SCG5 DTNA SVIL IQUB TUBGCP2 TET2 DMTF1 NRBF2 YWHAG TSC22D2 TRIP12 TPBG SLC45A4 STMN2 SLMAP ADGRB3 MSH3 MSRB3 VDAC1 ESRRG FOXJ3 CPSF6 CDC42SE2 GMFB SH3KBP1 SIAE PRKAR2B ATL2 CLPB SEMA6B URB2 PBX2 EIF4G3 SLC39A12 LBR LINGO3 RPL36A BICRAL TOR1AIP2 PTEN TNPO1 ARL6IP1 STT3A ADAM10 BRWD1 RPAIN TRIM2 GID4 MYEF2 RIMS2 ZFP36L1 TBP BAG4 CAMTA1 FAM118B FOXO3 SP100 NR4A2 GKAP1 LGR4 HECTD2 IKZF5 TTPA MRPS36 GLCCI1 PCGF3 SHROOM4 YTHDF2 ATP8A1 KLF5 CASP2 MAPK8IP1 PRPF4B SLITRK3 PCGF2 HNRNPU TDG NAA50 THBS1 AMHR2 SV2C SFPQ E2F7 TOX GLS SRSF8 SERP1 FUBP3 SH3GL2 SEMA3C CTNND2 DDX3X INO80D NUP188 MIA2 PHIP KLF7 CREBRF PPTC7 SCAI WNT3 ADSS2 ALS2 CCDC40 CLOCK KBTBD8 ADARB2 PIGK MIR877_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR877_3P KCMF1 ALDOA CACNA1E ATP11C AMPD3 KLF4 VEGFA ABI2 DCLRE1A CD109 PMEPA1 NSL1 JAM2 LRRC18 ECHDC1 PAQR8 SLFN13 GRIP1 PRKG2 ADAMTS9 SHISAL1 RFTN2 LMOD2 CFAP61 LTBP2 LDB3 CRISPLD1 DIO2 GCNT2 TBL1XR1 TCF7L2 NPHP1 DELE1 KCNN3 BRCC3 EBF1 C14orf132 TIMM23B RBM41 TASOR GGA3 ZNF254 GPBP1 SLC35E4 ROR1 USP46 TFE3 NRXN2 KLK15 MYO1A KRT10 PMPCB PEG10 RBM7 ZNF737 AQR DTD1 FBXO45 FADS1 RBFOX2 RPTN ANKS4B SCN1A BLOC1S5 RAB3C AFDN IGF2BP2 SPATA31D4 CNGA3 MX2 PUS10 TNFSF4 CHMP7 CTNNBIP1 PTPN3 TMEM207 CREG1 CCDC186 CNGA1 SLTM RPL36A-HNRNPH2 CDK14 TMEM154 ZNF420 PLEKHO2 GABBR2 NXNL2 ZNF618 EXTL2 APCDD1L MRPL33 TMEM106B ALS2 ATP8A1 SMC1A NAV1 STAG2 THAP12 FRMD4A TYW1 ARHGAP6 MRPL47 XDH SNTA1 ZNF430 KIF5B ANTXR2 PSG8 SNRNP48 SSTR3 TUSC1 METTL6 ZNF626 LIM2 ILRUN VGLL3 PARP16 EIF4A3 PNMA5 SUCO NUDT16 KIAA1549 ABHD4 ANKRD29 RTL5 BCL2L13 NPM3 SCO1 HINFP OTUD1 LPGAT1 MMP16 RAB20 SLC24A2 LMO7 PLXNA4 PAPOLB ZBTB46 MACO1 ZMAT4 RAP1A EIF2B2 TM9SF3 ATP6V1A SUMO1 ZNF646 MED19 HAND2 DEGS1 CHST2 GCSH METTL9 ZNF37A SLC25A33 DNAJC21 GRIA3 STMN1 TANC1 ARIH1 NAIF1 B3GALNT2 IGSF9B SMARCD1 ATP2B4 PPP1R11 SQLE CLCN3 SOCS7 TYW1B NRXN3 P3H3 MELTF IGSF5 HLA-E ZNF24 TNRC6B PATE4 CDH18 RIMS4 TRIM10 TRMT112 SPATA31D3 ARHGAP28 ZBTB41 CYRIA SCML2 EDARADD PHKG2 SRP19 CACUL1 CAMK1D HNF1B FUT11 FBXO40 TRMT44 HRG PTGFRN NEK9 MIR4744 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4744 NAA16 SLC39A1 ZKSCAN8 NTRK2 CLEC2D RGS5 MBNL3 PRRG1 ACSS3 CBL PPIP5K1 SLC4A7 REEP1 NUBP1 THEMIS TARDBP GPM6B RALGPS1 DGKH PHC3 KIF20B NCKAP5 HMBS ANKRD50 COBLL1 ALCAM RUNX1T1 SALL1 PDIA6 REPS2 CTNND1 ABCC5 HEATR1 PTBP2 PRELP ZBTB20 TMBIM6 CDC73 PSIP1 KDM6A CLPX RFC5 CCN4 RNF17 ITGB3 ENTPD5 FAM91A1 RNF139 TLX3 FAM83B TBL1XR1 DHX15 SNUPN SLK C3orf52 SHCBP1 CDK6 MAP3K2 TUBE1 DPH6 KL TRMT10A GTF3C3 CLTA TRDN ZNF514 SLC35F3 EFEMP1 DUSP11 TAF5L RABEP1 IL17D COL6A6 RBFOX1 TNRC6B KLF5 ZIC4 CLRN1 PPM1F PHACTR2 C15orf56 PLEKHG7 CHRNA5 HEPH DSEL OXGR1 ZBTB18 GPBP1 ACTR3 EIF1AX RFX3 MON2 AFG1L HNRNPU REPS1 SKP2 JPH4 C17orf58 CYB5B GPR143 HIBADH SDC2 SLC16A1 APH1B PHEX HABP2 RFXAP BAG1 ANKS1A CMPK2 SLC6A11 EIF4EBP2 RAP2A PATZ1 RIOK2 KLHL2 STK17B IGF1 CRYBG3 NPIPB13 TCEAL6 TRIM34 DENND1B ZSCAN25 NPR3 TRIM6-TRIM34 PPM1A PPM1B CWC15 UBE2B ZNF518B TMEM106B ACOX1 ARHGAP32 SUCLA2 ALOX5AP PPP2R5C PDE3B PHRF1 LHFPL1 TLE4 LSS INO80D CPED1 RASAL2 GNG2 PDE7B TMEM251 M1AP CENPF COMMD10 TOB2 VCPIP1 TRPC6 PTEN MAGI1 DARS2 CAMLG SDE2 ARL5B BCL6B FBN2 GRIK1 ZMAT3 FTO TEAD1 MECP2 L3MBTL4 LEKR1 SENP6 ALKAL2 RYBP MEIOC RGL4 MED26 MIR4524A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4524A_5P TMCC1 CREB5 ZBTB44 UBN2 SLC20A2 PTPRR WIPI2 ZNF622 TMEM183A CDC27 SLC30A8 CACNA1E NRN1 MPDZ PTH RECK EMC4 VEGFA PACRG KCNJ2 STK33 PPP2R1B QKI RASGEF1B UBE4B RAB11FIP2 FBXW7 CMPK1 SALL1 ATXN2 CCNE1 ZNF367 CPEB3 SYDE2 CFAP45 VPS33B TMC7 SEMA6D ARMH4 CCND2 N4BP1 IPO7 CDC37L1 ZBTB46 ZFHX3 TMEM100 PTPRD CMC4 PAM ATP7A CCDC83 ALDH1A3 MAP3K7 TBL1XR1 MYRIP IKBKB GNAI3 SALL3 PDZD8 MOV10 ISLR PNPLA6 NDP TSPYL2 CHAC1 GALNT13 CYP26B1 CBX2 PLAG1 SMAD7 GPR63 CDC14A PAPPA NUP50 KIF2A SLIT2 UHMK1 FRY ACSL4 PRDM4 TOX3 GHR KDSR IFT74 GABRA2 ZC3H13 KANK1 MOB3B SREK1 VSX1 SEL1L3 TMEM74B CDHR1 AK4 UNC80 TNRC6B USP25 C1orf21 BTRC GAREM1 BTAF1 ST8SIA3 RPS6KA6 HECTD1 PROX1 ASH1L SPRED1 MTAP SIRT4 CDCA4 TLK1 YTHDC1 RFX3 ACVR2A GATA2 CDK5R1 SLC24A3 MGAT4A EPHB2 PPP1R11 GOLGA1 OCRL NOS1 KIF21A CD2AP CDK8 UBQLNL LIMS3 MYB C12orf76 ANKS1A ELL2 STXBP5 RUNDC3B SLC12A2 LRRK1 CCND1 G2E3 HSPA8 CCDC6 LAMP3 DCLK1 CYP2S1 NAA15 WEE1 DNAJA2 SOCS6 KLHL2 CCNJ SESN1 ORMDL1 DRAM1 PIP4P2 CDK17 RIMKLB PARD6B ZFHX4 SLC25A37 DYNC1LI2 EPHA7 SRPRA OMG ACTR2 BMPR1A NPTN RREB1 MOB4 FAM122A NSD2 PURG ARL2 ARHGAP20 TNFSF13B DMTF1 PTCD3 SLC11A2 SMURF2 ARHGAP32 PTPN3 GSTCD PAFAH1B1 AAK1 NAV1 ZNF697 SEC24C FGF2 TENM2 NFE2L1 ZBTB39 OOEP UNC13A PPP2R5C DENND1B FAM81A USP31 CBX4 HECTD4 UBR3 DEPDC4 PTPN4 FCHSD2 ADAMTS3 MEOX2 CAPZA2 SLC2A14 KCNQ5 NHLRC2 CREBRF PLEKHA1 SMURF1 CACUL1 MAPK8 RICTOR ZMAT3 TAOK1 PNRC2 GLCE MAP2K1 EFCAB5 LIMS4 SEMA3D SLC2A3 KCNN4 CBFA2T3 TMEM245 SEC24A CPEB2 KIF5C STOX2 DESI1 KIF23 BCAP29 RNF144B USP12 SLC35G1 FGF7 MED26 HMGA2 AKT3 ZNRF3 MIR4524B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4524B_5P TMCC1 CREB5 ZBTB44 UBN2 SLC20A2 PTPRR WIPI2 ZNF622 TMEM183A CDC27 SLC30A8 CACNA1E NRN1 MPDZ PTH RECK EMC4 VEGFA PACRG KCNJ2 STK33 PPP2R1B QKI RASGEF1B UBE4B RAB11FIP2 FBXW7 CMPK1 SALL1 ATXN2 CCNE1 ZNF367 CPEB3 SYDE2 CFAP45 VPS33B TMC7 SEMA6D ARMH4 CCND2 N4BP1 IPO7 CDC37L1 ZBTB46 ZFHX3 TMEM100 PTPRD CMC4 PAM ATP7A CCDC83 ALDH1A3 MAP3K7 TBL1XR1 MYRIP IKBKB GNAI3 SALL3 PDZD8 MOV10 ISLR PNPLA6 NDP TSPYL2 CHAC1 GALNT13 CYP26B1 CBX2 PLAG1 SMAD7 GPR63 CDC14A PAPPA NUP50 KIF2A SLIT2 UHMK1 FRY ACSL4 PRDM4 TOX3 GHR KDSR IFT74 GABRA2 ZC3H13 KANK1 MOB3B SREK1 VSX1 SEL1L3 TMEM74B CDHR1 AK4 UNC80 TNRC6B USP25 C1orf21 BTRC GAREM1 BTAF1 ST8SIA3 RPS6KA6 HECTD1 PROX1 ASH1L SPRED1 MTAP SIRT4 CDCA4 TLK1 YTHDC1 ACVR2A GATA2 CDK5R1 SLC24A3 MGAT4A EPHB2 PPP1R11 GOLGA1 OCRL NOS1 KIF21A CD2AP CDK8 UBQLNL LIMS3 MYB C12orf76 ANKS1A ELL2 STXBP5 RUNDC3B SLC12A2 LRRK1 CCND1 G2E3 HSPA8 CCDC6 LAMP3 DCLK1 CYP2S1 NAA15 WEE1 DNAJA2 SOCS6 KLHL2 CCNJ SESN1 ORMDL1 DRAM1 PIP4P2 CDK17 RIMKLB PARD6B ZFHX4 SLC25A37 DYNC1LI2 EPHA7 SRPRA OMG ACTR2 BMPR1A NPTN RREB1 MOB4 FAM122A NSD2 PURG ARL2 ARHGAP20 TNFSF13B DMTF1 PTCD3 SLC11A2 SMURF2 ARHGAP32 PTPN3 GSTCD PAFAH1B1 AAK1 NAV1 ZNF697 SEC24C FGF2 TENM2 NFE2L1 ZBTB39 OOEP UNC13A PPP2R5C DENND1B FAM81A USP31 CBX4 HECTD4 UBR3 DEPDC4 PTPN4 FCHSD2 ADAMTS3 MEOX2 CAPZA2 SLC2A14 RFX3 KCNQ5 NHLRC2 CREBRF PLEKHA1 SMURF1 CACUL1 MAPK8 RICTOR ZMAT3 TAOK1 PNRC2 GLCE MAP2K1 EFCAB5 LIMS4 SEMA3D SLC2A3 KCNN4 CBFA2T3 TMEM245 SEC24A CPEB2 KIF5C STOX2 DESI1 KIF23 BCAP29 RNF144B USP12 SLC35G1 FGF7 MED26 HMGA2 AKT3 ZNRF3 MIR3942_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3942_5P PIAS2 PCDHA2 NR2F2 DENND10 TFEC ABCD2 MAG THAP1 FAM98A ZIC4 OTOGL RNF24 TCEAL9 SIPA1L1 SCN8A GPM6B PCDHA10 GUCY1A1 CLIC4 LRBA CMPK1 ANKRD44 ZDHHC23 YIPF5 THRB NHLH1 DLX1 IREB2 TUT7 BACH2 RAB11FIP2 KCNN2 HNRNPR TRPS1 BBX SLC35F1 ABI1 HIGD1A NFAT5 KCNH5 PLEKHA5 NCOA1 KDM6A TGFB2 CRISPLD1 STEAP2 BCL11B APPBP2 CD302 APC C9orf72 TAFA1 STK26 PCDHA13 PDZD8 TNPO1 FUT9 CCDC190 SRGAP2B UNC5A SNX16 ZFAND1 ZIC3 MOB1A CALCRL CALU HCN1 RAP1GAP2 PLAG1 CDK6 RO60 ANXA2R B3GALT2 MARS2 UNC5C SKAP2 MARK1 LY75-CD302 PCDHA12 TOX3 SLBP ZNF510 CDH11 FAM3C PKP4 ZNF514 WSB1 CAAP1 TOGARAM1 PARP8 PCDHA9 ELAVL3 CALN1 ARAF ELAVL2 SPATA22 SMARCAD1 RBFOX1 COX15 HNRNPD TMEM97 NDNF CCDC80 SFRP5 FSIP1 DUSP4 PEG10 VSNL1 DOK6 PCDHAC2 SACS PCDHA11 OR51E2 CCNL1 B3GALNT2 BHMT AMMECR1 ABCC9 PCLO COMMD3-BMI1 CLASP2 GALE C15orf40 IL2RA PCDHA7 PCDHAC1 HTR4 SLC20A1 LCORL STAB1 PPP6R3 SLCO3A1 PCDHA1 HS6ST3 IL17RB NAA15 PCSK6 ZNF420 VPS36 PTP4A2 YWHAG RAB11A GCG LARP1B RUNX2 E2F7 PCDHA6 PTPRG UGT8 BNIP2 INTU CREG2 TXN EIF2S1 LCLAT1 RB1 ACTC1 PHF13 C14orf39 DNHD1 TP53RK PCDHA5 ULK1 SRGAP2C UBE2B AFTPH FOXJ3 TPM3 PTAR1 TIMM8B PPIL4 SMAD1 CTNND2 DNAJA4 KMT5B PLEKHA3 TRIM43 ENTPD3 ELOVL2 RASAL2 CLVS1 ABTB2 GFM2 MARCKS PRKCD PHIP MSANTD2 TNFRSF11B PLEKHG3 SIPA1L2 ERAP1 PCDHA8 PCDHA4 VAPA FSTL3 LRP2BP CXCL16 RNF212B EXT1 TRIM43B CACNB2 PCDHA3 GLYAT TCF21 SPIN1 RIC1 ZSCAN23 ETV1 POPDC3 QSER1 MSR1 TTC5 TET1 MTMR10 ITM2A MIR224_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR224_3P TAF1C MEF2C TP63 MBNL3 NDUFA5 MID1 LPAR1 P2RY10 SC5D TMTC4 ARPC5 HNRNPLL MST1L PPFIA2 CADM1 GEM BHLHB9 LZIC FLRT3 SLC12A6 RASGRP3 ARHGAP29 CASKIN1 SNAP25 NHLRC1 DHFR EEF1AKNMT FMR1 DHFR2 FAM160B1 SLC4A7 ETV1 NRG3 CBLL1 KLHL8 ARHGAP5 EIF2A RB1CC1 RABEP1 SNX1 SPRY3 ABCB5 LSM5 TNRC6B SLCO4C1 TM2D1 PRKAA1 ZNF594 KIF7 PERP TXNDC9 PTPN11 HORMAD1 DPYSL2 TBC1D9 RCAN3 CHIC1 DOCK7 WDTC1 ADA2 TNFSF4 USP8 SLC45A2 RHD ATP1B1 YWHAQ MPO FBXO8 MAFB COL5A2 ZNF704 SHOC2 DLG2 PIP4P2 PIK3CA TRPM7 TCP11L2 HS3ST3A1 ATXN1L CCSER2 RSL24D1 GIN1 KLHL31 ZBTB6 RAB29 PPM1E AMMECR1L NFAT5 SMURF2 GDAP2 PARP15 FST ATXN7 ZDHHC6 UBE2Q2 RAC1 MYEF2 WDFY3 ARMC10 PDIA5 MRPL47 MCMDC2 CUL1 DIP2A EEF1AKMT2 RPS3 DNAJC25 SPICE1 TTF2 VAPA NOXRED1 RAPGEF6 SMAD2 SCAF11 AKAP6 MTMR3 TAOK3 OAS1 ABHD3 STAG1 BCL2 LARP1B WWTR1 C15orf40 TOR1AIP1 LMO7 SOGA3 NAP1L2 ADGRF2 RAB14 MZT1 FAHD1 SEMA5A CDK6 BEND4 ABCD4 WT1 TUBGCP5 ELAVL1 ZC3H7A SYNJ1 TMEM266 RAVER2 AMMECR1 PLIN4 NEUROD1 CCDC186 RFX7 ZBTB20 NPAT GOLGA1 ENTPD4 PLXDC2 FEM1C CNOT6L RAP2A FANCD2 TLR8 KRTAP3-1 DCHS2 PROK2 DIMT1 DEPDC4 NSD2 SIAH1 GARRE1 GAB2 ATF7IP NFIB INO80D CLVS1 NEXMIF RBM47 UBR3 CSTF2T CSNK1A1 PHIP ZC3H8 PRKG1 STK4 ZMAT3 RAB38 KPNA4 MIR6505_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6505_5P BAG4 EVI2B MBOAT2 GTF2E2 CSRNP1 ATF1 ATP5MC3 CAMTA1 DLG3 PCSK5 FKRP ADH6 PCDH11X PPP4R3A LILRB2 FNIP2 CADM2 OTOGL KLF4 DNAJC10 MYLIP REEP1 ANKRD13C SSBP2 TMEM68 LPAR1 SEPTIN10 MIER3 LIMA1 CNBP SERPINB10 KLF12 GLIPR2 HNRNPR HNRNPLL TRPS1 EDIL3 GALNT3 FRMD4B PCDH11Y KCNN3 ETNK1 NR1D1 CDCA2 SEMA3A LY75 SORBS2 CDH19 PLEKHA5 CALD1 CASP7 RNF128 ZNF480 PAIP1 CNOT7 TMEM230 TBPL1 MTF2 AQP4 TCF7L2 SLC38A2 DHX15 FUT9 ZNF426 MYLK CDC14A NOTCH2 NRBP2 LATS1 PRDM10 SLC26A7 LIN9 CNKSR2 ZKSCAN5 GTDC1 SFXN1 TAF4B STPG2 MAN1A2 ZNF202 TMC1 KRTAP4-11 AHR IL15 CDKL4 ACOT13 PYURF RANBP3L HOXA7 RGL1 ANKRD55 CCDC126 ZFP36L2 C18orf63 ACTB CTXN3 WDR35 GIT2 PRKAR1A PFN2 ATXN7 RRAGC GANC ANO6 FNDC3B BOLL STAT6 NPNT INTS6 NECAB1 KRTAP4-7 HPS3 RBP3 DAZL ZBTB1 SLC39A8 LYST CLASP2 PDCD4 PBK REV3L SPHKAP NIPAL1 DNAJC18 SLC44A2 ADAMTSL3 EN2 KRTAP4-8 SERPINF1 ZNF689 CNOT6L C8orf33 CAPN14 TTC29 RNF123 COL5A2 STRN3 CDKN2B MBNL2 RIOK2 SUMO2 UBE2G1 CEP152 MEGF10 MTREX CHP2 HDAC4 SERP1 OSBPL3 ZMPSTE24 SNAI2 SYT14 PCDHGB7 EAF1 CYB561D1 RNF186 DOT1L FOXJ3 HERC3 SKI SMAD1 RUNX1 NRIP1 ING3 RPAP2 AJUBA SHE CDADC1 EPAS1 TECPR2 KLB PCDH10 KDM4E IL10RA RABGAP1L PTPN4 COL19A1 KRTAP4-9 KLF7 USP9X RSPRY1 ZNF827 ZNF503 XRRA1 USP14 TAOK1 CFAP77 TMEM135 SP4 ETS1 NUMB PCDHB2 NBEAL1 TSPAN19 SNCG DCC CASK WAPL UBE2D3 REEP3 FAM217A MIR183_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR183_5P NUDT4 TCF12 TMEM59 FCHO2 MEF2C MTERF2 NRG1 ARPP19 DYNC1I1 ANKRD13C BIRC6 TRAM1 ABI2 DGKH ZNF770 RORA HTR2A AKAP12 ROBO2 ENAH KDM2B BACH2 CACNA1E REV1 TMED7 KLRD1 NEFL FLRT3 GPR34 PKD2 SAMD4A ERBIN PLEKHA5 ARHGEF37 SH3D19 PSMA5 GYPA RBMS1 FKBP1A AMD1 SLC35A1 PAM NCK2 ABAT FUT2 TCF7L2 MRC2 SLAIN1 AMIGO2 TMEM184C CHD2 REXO5 DGCR2 NARS2 XPOT KCNJ14 HCN1 DNALI1 EMSY KCNK10 FRMD6 PPP2CA SCN3A DCX CCDC121 KBTBD6 ICA1 ANKMY2 KIF2A ACER2 TTC7B CFL2 EZR POLR1C MACROD2 RALA MTMR6 GCLM CPM NPAS3 DIP2A GOLPH3 MINAR1 IPPK CTDSPL ZBTB34 CTNNA2 DEPDC5 OSBPL8 FAM217B CEP170B ZNF197 SPRY3 ATP10B DDHD1 GPAM ZFPM2 TOMM70 LCK REPS2 TMPO PFN2 CELF2 ZFYVE26 MAPK8IP1 SLITRK3 LHFPL2 DUSP10 SACS PEX19 PCK2 PTDSS1 KCNK2 PLPPR2 MAPK4 SRSF2 BBOF1 PDCD4 USF3 SPC25 CDK5R1 FOXN2 PPP2CB GNG5 ATP2B4 B3GNT2 TMSB4X SCYL3 C16orf72 IDH2 PDCD6 CLCN3 ITGB1 RIMBP2 NFYC PHLDB2 RAB21 ABRAXAS2 SOCS6 PSEN2 SREK1IP1 SOBP NTRK2 SESN1 DAAM1 CDH9 TAB3 MAP3K4 EPHA7 RAB8B PLCB4 SMCO4 SERP1 ALAD CACNB4 ARFGAP2 KIF13A RCN2 BPNT2 NR3C1 VDAC1 MAP3K13 EPHA4 IRS1 ABCB10 DAGLA RPS6KA3 GARRE1 STK38L AZIN1 TMEM70 CSMD1 STC1 PLEKHA3 ING3 MBNL1 NCAM2 PPP2R5C ATF2 KLHL24 MFSD6 GTF2H1 TRIM27 RABGAP1L RHOBTB1 ARHGEF18 AGPAT5 SLITRK1 PTPN4 ATP13A3 L3MBTL3 CEP97 RFX3 OTUD4 BAZ1B DMXL1 NUFIP2 CALCB RHPN2 BNC2 MAP7D2 KCNMB1 GPCPD1 SEL1L SMPD3 AJAP1 TAOK1 ACVR2B XPNPEP3 UNC13B PHF6 CCL18 MAL2 AP3M1 PRKACB ATRN NRIP2 BNIP3L SLC1A2 ZNF750 PPP2R2A RNF138 SPATS2 ZDHHC6 KCND2 GJA3 ZMYM2 ITGB8 ARHGAP21 TET1 LRP6 MIR5703 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5703 CREB5 TCF12 SLC25A21 ZKSCAN8 ZNF133 DNMT3B SPATA33 TMCC2 FN1 NHSL1 TMEM178B DICER1 ASB11 FBXW7 VPS29 THUMPD2 CILP2 CYSLTR2 GPATCH2L CORO2B GIPC2 PALM2AKAP2 KIRREL1 TXNRD1 KLHDC8A ELF2 FAM122B EBF1 SHF MTMR7 SP1 EXOSC3 PDE1C LYPD6 TNFRSF21 SET CD276 PREPL EGR3 CPM GAS7 KLHL13 FCGR1B FBXO32 MAN1A2 C6orf223 SLC46A1 ARHGEF4 LRRC8B AKAP13 CEP85 FAM131B ABL2 SCN3B ANKFY1 DDX6 ST6GAL1 CYB561A3 OPCML EIF3J CDC20B LPXN NT5C1B-RDH14 SAR1A R3HDM2 RSPO4 ABHD16A MAF SIAH3 ING4 ANKS1A FSTL4 MS4A10 SLC7A6 BTN2A1 F9 ZBTB2 NTRK2 SMG7 TRPM7 FAM135B USP18 CHPF PLEKHG2 TAS2R14 SLC26A10 MECP2 ZC4H2 GALP FCHSD2 IDH1 SSBP2 GJB6 SCAMP1 CCBE1 ERBB4 RNF10 SVBP SASH1 DUOXA1 ZDHHC7 FBN1 GYPE GNB4 FBXO21 SRL AHCYL2 RASAL2 BTK KCND1 NKAIN1 SOGA1 PLAGL2 BNC2 FBXO28 OTULIN SYNPO2L KLHL42 SPCS3 FMNL3 TMEM214 ASCC1 GPD1 BORCS7 TOX3 PRR27 FBXO46 CLTCL1 CEP250 NFIC RECQL5 AQP1 PRPF4B ASH1L KMT2D TTC22 FOXD2 CDK6 PIK3CB RHO PPP3R1 ITGA9 SEPTIN6 FAAP20 SCGB2B2 FNBP4 AASDH TNRC6B NECAP1 MSN AAK1 CCDC9B VAMP1 CPLX4 PAFAH2 ZFP3 SNTB2 ALDH16A1 ZKSCAN2 CDH7 ELOVL5 ZMAT3 RTL4 ZNF22 SPG7 DSCAML1 ADARB2 DOCK3 PAK1 PHF8 FANCL PLAT LRP4 MIR302A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR302A_5P IFT22 MTTP SUOX GOLGA6L9 NRG1 MBNL3 OXTR SNAP23 ASF1A KLHL41 UBE2D3 NR3C1 QKI VPS13C TNIK FAM13A HNRNPLL STX7 SAMD5 PTBP3 MTDH ZNF367 GYS1 MSL2 PPP1R9A ZBTB20 NAB1 PHTF2 DNER RBM12 DDX5 SINHCAF NR2C2 GPATCH2 TIMP3 TIMM23B RHCE CEP170 CNOT6 TAF2 NANOS1 ZNF236 LUC7L3 PRELID2 C8orf44-SGK3 MARCHF1 FAM126B AGO1 TMEM168 FIP1L1 ESR1 IAPP MAP4K3 MBNL1 CBFB USP25 CNDP2 TNRC6B AGPS ARFGEF3 NFIB FSD1L BCL11A GORAB SYNM INTS6 LEPR DCLRE1B ACTN4 FOXP1 SERTAD2 SP3 OSBPL8 BCL7B ZDHHC9 DTWD2 AP3M2 RBMS3 CSMD3 C16orf72 CCDC186 RNF2 GOLGA6L4 EIF4EBP2 LPP CCDC92 JKAMP SGK3 RIMKLB PPP2R5E RBM18 PTP4A2 ARL4A FXN BBIP1 RC3H1 SEC63 RMND5A PTAR1 CTAGE15 PRKAR2B CPNE3 SLC30A4 MRTFB OAZ1 MYRIP HTATIP2 CHST11 PPP1R3A BTG2 TMEM67 CKS2 CEP350 AGL MAPK8 SMAD2 TEAD1 FGFR1OP2 PTPRC MBD6 GNB4 NDFIP2 KDM1B DCBLD2 GOLGA4 IQCH LRP6 MIB1 PCSK5 VMA21 HMGN1 TMED7 PAX9 MACO1 RBPMS2 ADAM7 ANKRD33B XPO4 NDST3 SLC12A2 DLG1 AVL9 SH3RF1 SLIT3 EPHA6 ATXN7L1 C10orf88 GABPA PRKCB TRPC1 SLC1A1 AMOTL2 DYNLT3 TMEM170B UCK2 TMEM39A TCHH TASP1 CCDC6 FOXK1 GOLGA6L10 PLXNA2 TXNDC15 DBP CTAGE4 HIF1A NECAP1 TOB1 CBLN2 BMPR2 INO80D SLC25A4 SMIM14 GTF2H1 LPGAT1 MOB1B FOXF2 CKAP2L CALCB KMT2B PDS5B NAP1L5 MACC1 SCAI TMEM245 FGFRL1 PLXDC2 HNRNPR ZMAT3 IQGAP3 EXOC5 MFSD8 MIR6853_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6853_3P SOX6 LIMCH1 OTP POC1B HIRA ELAPOR2 MEGF9 PIGL TRMT9B ELP4 KLF4 RBPJ BIRC6 RPS6KB1 MIER3 ATG5 PRKAR2A PTPN1 QKI MCCC2 SECISBP2 RHD SMCHD1 IRAK3 ROBO2 KLF12 KMT5B SAR1A C6orf62 PWWP2A TM6SF1 CDCA2 CCPG1 FLRT3 LILRB4 CPEB2 SLC35A3 PACSIN2 ACYP2 CCL28 CTBS ZNF546 APC UHRF1 SPCS3 GCNT2 USP46 ITGAV WDR72 GRIK2 PSG3 NRP1 KATNAL2 AHDC1 SDHA TIMM23B PROSER1 TMEM229A ZNF782 FMR1 SMAD7 PHF20L1 PPP2CA NTAQ1 UBXN2B PSG5 RIMKLB IL5RA ZKSCAN1 TDRP UFM1 ALDH3A2 CEP57L1 EBF2 ATP2C1 HSPD1 EP300 CDH11 FIGN SGIP1 GLRX2 TMPRSS12 GRIA4 TCEAL8 DCLRE1B GVQW3 KCNK1 USP47 SPAG9 SNTG1 SPRY3 GABRG1 CA13 RXFP1 RPGR CDH13 C1orf21 ZFPM2 PSG2 GTDC1 ATP2A2 FUT11 AHCTF1 PMPCB ARIH1 DOK6 CEP44 MAP4K5 AASDHPPT PSAT1 IGSF10 GANC OXGR1 CLRN1 RSU1 SPRED1 SLC4A5 ZSCAN1 ARFGAP3 ACVR2A WDTC1 YAF2 RDH12 LRRN3 TCOF1 UQCR11 SMNDC1 HPGD ATP1B1 MOSMO SLCO3A1 CCNT2 RIMS2 ZFHX3 CABP4 ITGB1 SLC66A3 HS2ST1 RNF138 DCLK1 UBE4A ACKR4 NUS1 ATL3 PARP12 GAP43 ZNF624 UBE2G1 NIPSNAP2 SLAMF1 TCP11L2 UBE3A CRISPLD2 RYR2 CSF2RB GLYR1 FREM2 POLI RPS6KA3 DENR RMND5A FAM120A DOLPP1 RHOJ TBC1D4 AASS WDFY3 DIP2C CSAG1 SLC6A11 NEXMIF AVIL CPLX3 MSR1 RABIF COL14A1 C1orf52 DMXL1 ACTRT3 KIAA1549L HDAC8 PDS5B PTPRM ADGRL3 CCN2 CT55 RSAD1 FAM47A SCAI PPP1R3E SSTR1 SH3RF3 ZBTB11 ADSS2 HELB SLC27A2 MLIP KPNA4 UVRAG ZBTB10 SPOPL TIMM8A CXCL5 ZFC3H1 MEIOC KCND2 SPATA9 P2RX2 ARHGAP21 MIR552_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR552_5P PGPEP1 EYA4 GOLT1B ITPR2 TRAPPC13 DCAF17 ZNF557 DGKH CREB3L2 DNAJC9 EOLA1 ASAP2 ARL13B TRPS1 RASA4 LAMP2 BZW1 MRPL19 KIAA0319 LAMP1 UBL3 SH3D19 ANKRD40 PALM2AKAP2 XRN2 PRELID3A PAQR3 ATAD2 CADM2 CDC42EP3 AK3 SV2B BRAF GNPDA2 KCNAB1 GPR161 KCNT2 CASP7 TRIM33 RIF1 FAM126B EGR3 SGIP1 IFT80 ROR1 MBNL1 GHSR OTX2 RAB31 CLIC5 CEP120 LRIT3 FGF13 RAI14 ELF1 SHROOM2 DEPDC1B DSC3 UXS1 CRY1 ZBTB21 BLOC1S6 CABP5 HORMAD1 USP38 CS SLC39A8 RNF6 C17orf78 RPRD2 EIF3J CCNJ ARL14EP TSHZ3 OGDH DDX4 RASSF10 KDM7A PJA2 PREX2 FBXO30 ZNHIT6 KHDRBS1 CD28 ADTRP C12orf40 RAD54L PKDCC GPR146 VSTM2A SPEF2 RNASEH1 SLF2 SMCR8 UBE2B SLC2A13 MAPK14 ATXN7 GALNTL5 MAP2 SNRPD1 GAS2L3 CACNA1H USP31 SUMO3 PIK3R1 NOVA1 TOR1AIP2 EVI5 CHORDC1 CAPZA2 IPO9 BICD2 CAND1 SP4 SSTR1 EBLN2 SRSF1 FXR1 WBP4 NUP93 TAFA2 MTMR10 CLOCK ZBTB44 TMEM71 ZYG11B CDC73 NECTIN3 CLCA2 ATP6V1A MAP3K2 NDFIP2 GET1 RNF103 DNAAF2 ABCD3 CTBP1 TRIM61 AVL9 LMNTD1 ZFYVE16 ERRFI1 TMEM161B DNAJC21 GABRG1 ZCCHC14 LIN9 DDIAS DOK6 RANGAP1 GPR180 BAZ2A PDCD6IP TGFB2 COPRS IFIT5 YAE1 MDFIC FAM210A ELL2 NAA50 SLC12A2 SPTSSA TOB1 SOCS7 CDK17 SERINC3 DENND1B RB1 FOXO1 CNNM1 DMRT1 SBDS ADAMTS8 CRISP3 SEC22A STRN PHIP PTS XPO1 WIF1 SLAIN2 NHEJ1 TMEM129 ZNF831 MTMR9 EBNA1BP2 DNA2 MIR194_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR194_5P SLC30A1 FZD6 LYN SATB1 MRS2 NRN1 RSBN1L CAPS2 USP44 C21orf91 RXRA QKI EPHA5 PITPNM2 PTPN2 DYRK1A KLF12 OTULIN SEC24B FBXW7 LRCH2 SNAP91 ZNF532 CADM1 HHLA2 DISC1 SGCE NFAT5 HSPA4L ZFAND5 PTPN20 FLI1 SAMD4A ZNF615 SLC12A6 MINDY2 RUFY2 IGF1R SLC28A1 IVNS1ABP FGA TCEAL4 ZFHX3 U2SURP PELO LIN52 SLC7A5 EMCN CNR1 PAIP2 C7orf65 SLC1A3 GPATCH2 HECTD2 RNF125 RNGTT ACHE DSTYK FAM169A SLK TAF4 WAPL CEP170 SUMO2 JADE1 OSTM1 LUC7L3 LINGO2 PRICKLE2 LRRFIP1 SLC12A2 TTC7B KCTD17 KMT5A PTPN12 ATP2C1 ACBD3 NTNG1 STEAP2 CUL4B OSBPL11 MTMR6 PPFIBP1 ITSN1 CDK14 ANGPTL1 OSBPL8 SOX5 SEPHS1 SETD5 RAI1 GYG1 CNPY1 SDC4 TMED5 SMKR1 GORAB DACH1 EVC2 MTSS1 CTDSPL2 C18orf32 OR51E2 EPC2 SPRED1 GOT2 NEMP1 SLC10A7 GPATCH2L FOXE1 MAP2 TMEM108 REV3L CHD6 RAB3B SPTY2D1 GRHL2 LSAMP LPXN USP6NL RHEB HOOK3 KRT25 BCKDHA CHD1 NUF2 NAA50 RPL17-C18orf32 SFRP2 PJA2 RNF217 KHDRBS2 ONECUT2 CXCL3 SSH2 BRMS1L LCOR BTBD7 BNIP2 KIAA1210 STAU2 MID1IP1 TRIM23 ZFHX4 NWD2 KDM5A ZNF516 RSF1 PHLPP1 TBRG1 ABCB10 PHLDA1 YAP1 SLC25A27 LURAP1L NIPSNAP3B PDHB PARVA CPED1 NMB XPNPEP3 TSPAN7 ATP6V1H ERG NACA HBEGF TSPAN1 CHORDC1 CLEC2A CLCN5 WDR37 MEP1A MIDEAS TENT5A WWP1 BICD2 PPTC7 YTHDF1 KMT2C ARID2 ERGIC2 NUDC TAOK1 C18orf25 ACVR2B HNF1B RAB38 PPP3CA LIN7C LAMP2 CHD4 SFXN3 CASK ITPKB MGAT4A RAP1B ARHGAP21 MIR6739_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6739_3P BCL6 MEST TCF12 GPHN POC1B TCAIM DLG3 PDPK1 TRIM51 ITPR2 MBNL3 KLF4 RBPJ SULF1 AEBP2 SETX CYS1 THEMIS FZD8 GPM6B IGFBP4 LARS1 DNAL1 NBEA AKAP1 PDK3 HNRNPD QKI ANKRD50 ADCY9 C1orf141 KLHL20 GATA6 TNPO3 ELK4 EDIL3 YWHAZ ZIC5 GREM2 ZBTB20 SLC25A31 COG2 CCL28 ELAVL4 BCL11B MATR3 C1orf109 ZBTB10 EIF4G3 COL4A3 DISC1 ZNF385B TOP1 CLCN2 PAQR3 CAST CCNY HOXC4 XKR5 SPOP DNALI1 MAP3K2 TASOR NOTCH2NLA KCNAB1 MBNL1 RIMS1 KCNJ13 ABHD5 SERINC4 DIRAS2 ZFP69 NXT2 SETBP1 CASZ1 C8orf44-SGK3 CSNK2A1 UFM1 ARHGEF26 PDE10A CYP7B1 YOD1 INSIG2 PRLR ZNF470 IFT80 CREBZF GRIK5 GOLPH3 MAN1A2 CCDC181 SPAG9 NCOA2 GABRG1 CA8 HMGB3 CNGB1 MXI1 LRIT3 ZFP36L2 SLCO4C1 SERAC1 ATXN7 ARMC8 CEPT1 DSC3 PBRM1 SSUH2 SEC23A SYTL5 TSC1 EIF4H SLC10A7 ZC3H14 EIF5A2 CHIC1 BBOF1 RLF DUSP6 MEF2A DERL1 OPA1 UST EMB SCIMP CCDC6 LRAT PREX2 PTP4A2 SOX14 ZNF704 ZFYVE28 RUNX2 ULK2 LDHB MMGT1 MID2 CRYBG3 SGK3 NAALADL2 UBE3A CRISPLD2 EIF2S1 FAM122A CENPM NR6A1 IRS1 CPNE8 RHOJ NLK NOG BMPR2 ERCC6L2 PLEKHA3 DIP2C FOXF1 TRIM66 HIVEP2 CACNG2 NOSIP ERBB4 RBM47 PDE4D KIT ADGRL1 CNOT11 DMXL1 SIPA1L2 SOCS5 TSPAN2 LPAR4 PTPMT1 HLCS EFCAB5 ARID2 BRINP1 MED31 AKAP6 SEMA3D SPOCK1 TENT2 KLF5 POU4F1 NOX3 CCNDBP1 ZNF831 XKR6 DLG2 NKAPD1 ITPKB RAB33B SLC4A4 MB21D2 PAG1 MIR132_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR132_3P CALU SEC16A SIX4 TIMM9 DPYSL3 KCMF1 STAG1 FOXO3 SLC1A3 DIPK2A AEBP2 CD300LF ASF1A SYN2 SEMA6A TMEM178B EPB41L5 SPATA13 TLCD5 DCUN1D4 MELK VDAC2 MIA3 HHIP SALL1 NFE2L2 SOD2 MAPK1 BOLL ETNK1 LIN28B NREP INPP5K AGO1 DYRK2 ZBTB20 SSH2 PBOV1 E2F5 CDK19 FBXO9 TMEM164 TJAP1 AMD1 RUFY3 GDF5 PAM TSPAN6 FAM91A1 DDX5 MTF2 ARMC8 STX16 USP38 FRS2 CSDE1 DAZAP2 CNR1 KCNN3 CCDC88A PHF12 RAD54L2 KLF7 LEMD3 SOX5 POM121 CBLL1 RHOQ LRRFIP1 SLC26A7 RPP14 SKAP2 SAP30L CAMSAP2 C8orf44-SGK3 CBWD1 FAM76B DUSP9 EP300 WDR5B ARID1B PPM1G ADCY3 KRTAP4-1 ZNF451 MIS12 NMNAT2 SLC30A6 SETD5 RGS7BP PYURF METTL25 FBXL20 CC2D1B MEX3C ZNF652 NTNG1 NVL LRRC58 CBWD3 FAM167A TUT4 ZBTB18 G3BP2 SPRED1 ATXN1 SEPTIN8 NFATC2 SS18 HNRNPM SPPL3 SOX11 LSM11 ALKAL1 CCDC34 FAM227A GRM3 MEF2A ZYG11A PSMD12 CHD1 FEM1C MED9 SIRT1 GPATCH2L SALL4 GPD2 RASA1 ATP10D KIAA2026 DAAM1 BRI3 SGK3 AMER2 RB1 KDM5A ZNF516 SERP1 NACC2 CELSR3 ZNF521 CCDC71L RPL31 CCDC28A-AS1 SCN3A PTBP2 AZIN1 GMFB NLK TMEM64 HNRNPH1 KCNK2 SLC25A28 CACNG2 PCDH10 CLMN MUC13 GTF2H1 MIER1 EFCAB9 TRDN MYCBP2 HBEGF OSBPL8 SLC6A1 NOVA1 CBWD2 SRGAP1 USP9X ENPP4 ADAMTS5 COL11A1 SIPA1L2 H2AZ1 MIDEAS BRWD1 TRNAU1AP CCN2 RICTOR ARID2 ACVR2B PGM5 KCNA6 TLN2 INAFM2 CACNB1 DCC ZHX1 MTMR10 L3MBTL3 MIR122B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR122B_5P ITGA4 OLFM3 ZNF195 WIPF2 KERA SNX16 MYO1C UBTD2 SLA ETV1 AEBP2 PRG4 KLHL41 RELCH DYNLT1 ZNF254 LARS1 CLIC4 PEAK1 THBD AP1S2 RPS6KC1 APBB2 HNRNPR JADE3 PANK2 CSRP2 CTNND1 CTNNA3 SAMD8 UBL3 PRR9 ZFYVE16 LHFPL5 VPS37A KCTD5 CYBRD1 FRS2 GABRA6 VPS26A KCTD3 RAP1A MTX3 EID1 SOX30 TNPO1 DSTYK MAP4K4 BNIP3 SLK RO60 PCYT1A PBX3 FOSL1 RHOQ VCAN SETBP1 ZNF248 ITGA8 KDELR1 USP38 TOGARAM1 MAP4K3 BBX MAN1A2 SHOC1 CDH2 FSCN3 OSBPL8 DNAJC21 C12orf4 HDLBP TRPS1 EIF5 ZNF43 RAB12 PICALM CXADR SIK2 PCDH17 MEX3C PIK3C2A ZNF716 NR3C2 FANCD2OS ATG9A FAM131B ZNF257 KCTD12 PKN2 TRIM48 RBSN ASH1L ITGA5 SMAD4 IGF2BP3 DDX6 DVL1 ATXN1 ECM1 NXF1 ZNF680 ZNF506 ZNF92 ADAM30 ACVR2A SLC2A2 CLDND1 ADGRL4 ANLN ITPRID2 SPPL3 HMMR ADRB2 DSTN RFX7 DTNA FAM8A1 PKHD1L1 GNG10 MOSMO MED13L ALCAM SP110 QRICH1 TMEM65 CCND1 DOCK7 SIRT1 SV2C YWHAG TSC22D2 KRAS FXR1 ATF7 SLC23A2 DRAM1 TMEM181 PIP4P2 BAHCC1 SLC38A4 ELL HNRNPK CUX1 LOX DIRC1 GBP3 NFKBIE OSBPL3 CEP70 CDC7 C2CD2 SLC25A53 NR3C1 ZFPL1 JADE1 MTFR1 RMND5A SBDS TGIF2 PPIL4 INO80D ITSN2 PGM2L1 DDR1 HSBP1 LAMA1 TMEM63B PZP SCARB2 SNX12 ECM2 IFNGR2 YES1 RAB11FIP1 GABRB2 ZNF596 TOM1L2 ZNF793 NUFIP2 CSNK1G3 MIDEAS ETV6 GSE1 UCHL3 SOS1 TAOK1 CDKN1B BRINP1 AKAP6 RAPGEF4 FYB1 TNFRSF1A DMRT3 SPOP DNAJC25-GNG10 P2RY1 KPNA4 NHSL1 KCNJ8 TRIM49D2 ID4 ARHGAP6 RALGPS2 ARFGEF1 VEGFC UBP1 RPL31 SOST ABCB5 SFMBT1 MBTD1 MIR221_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR221_3P ESR1 KIF20A TFG TMCC1 SYBU ADAM22 TCF12 RGS6 HMBOX1 AQP3 AGTPBP1 FERMT2 FNIP2 C6orf118 MYLIP RSBN1L TUBA1A WNK3 TNRC6C CBWD5 HNRNPH3 PAF1 MIER3 CASR ZNF91 BBC3 GDF9 PCMTD1 RAB18 CCDC18 TLE3 KIAA1841 PIK3R1 GALNT3 DPP8 RNF4 DCUN1D1 VASH1 CLGN RNPS1 DNAJC6 MYBL1 INA ZNF615 LUZP2 USP27X CDK19 PAIP1 MARK1 GABRA1 ANKRD12 TP53BP2 APOLD1 GNAI3 PHACTR4 EML6 PLCL2 HECTD2 SUN2 MARF1 RDX WDR47 BICDL1 FMR1 KLF7 ZNF181 IRX5 BEND4 PGPEP1L CCN1 RIT2 LYPLA1 PIEZO2 SYNCRIP CASZ1 TDRP CBWD1 BRWD1 AKAP5 AIDA RFX8 NXPH1 ZFYVE16 AP3B2 SMARCA5 GUCY1A2 CDH2 GABRG1 L3MBTL1 SLC4A7 C6 ZNF385A VAPB ZFP36L2 ZFPM2 WDR35 IRF2 POLR3E SVIP CBWD3 LHFPL2 CTDSPL2 ARHGEF38 GPBP1 SNAP29 ATXN1 RAB1A SHLD2 EIF5A2 FAM214A C3orf70 BEAN1 TSPAN13 NRK RIMS3 FOXN2 ETV3 EIF3J RFX7 CLVS2 BCL2L11 TRPC3 CHSY1 FGF14 ATP1B1 SBK1 ATAD2B PPP3R1 DCAF12 CBWD6 ASPA BRWD3 TSC22D3 KDR LBR TUB CXCL12 SEC62 KIF16B FXN FNDC3A SLC2A13 SEMA3C MIDN RBP2 TGS1 NYAP2 DENND1B ERBB4 MIA3 DPH6 NIPAL4 GRB10 SESN3 KIT CBWD2 SNX4 SNRNP48 NAA25 RFX3 POGZ GRIK1 UBE2J1 ARF4 HIPK1 NAP1L5 CLRN1 CDKN1B PANK3 DMRT3 MRAP2 CREBL2 SYT10 PPP2R2A DDIT4 PLXNC1 ZMYM2 MIR608 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR608 SFTPA2 CASTOR2 RGS6 YY1AP1 SNX20 FAM177B FCRLA FAM155B DDN ZBTB7A TWIST2 PFKFB3 PARVB TFAP4 PAX5 PITPNM2 A1CF RCC2 ZDHHC3 KCNH1 TMEM61 ARRB1 SH3BP4 PCDHGA5 SLC7A8 PCDHGA11 PCDHGC3 LHX6 LDB3 NME4 TOM1L2 FAM107A NR4A1 FAM219A ATP1B2 LHPP SEPTIN9 LSMEM2 IQSEC3 CFAP251 C9orf116 NFIC SYNGAP1 NKD1 TRIM33 SRCIN1 ELAVL3 MUC3A ASIC1 EEF1A1 GNG4 NFIX NAV2 COX15 SLC9A3R1 DNAJC8 ZBTB7B DNAJB5 SLC48A1 TMCC3 KIF21B FOXO4 RHBDL3 RC3H1 SCRT1 SGSM2 PCDHGA3 EPHA8 C1QB NACC1 WDTC1 HIVEP3 SOX12 GORASP1 JADE2 SSBP3 EGFR SARDH RAB25 EPN1 PCDHGA9 CRHR1 CSRP1 CDKN1A DMWD SPRY4 MAP3K13 ATF7 KCNK9 NOVA2 CUX1 IGLON5 PCDHGB3 GRIN2A LRRC32 DAGLA GFAP ACTR1A PLXNA4 AIPL1 KCNC4 SLC8A2 RSPRY1 AK2 WFDC5 TBC1D16 SLC45A3 VAT1 ZNF584 RTN4R MMP24 GIT1 CELSR2 PIWIL3 SGCD PPP1R9B CARM1 SNX19 DDA1 RASL10B SPTBN4 ZNF609 FOXI1 FOXP4 SIX3 VSTM2L LIMD2 VDR PATZ1 KLF16 BCAM CDSN CYP2W1 FGD4 GPX3 HMGXB3 HYOU1 LMOD1 RHOF WIPF2 MKNK2 PIGL FZD8 CCL21 MAP1A CPLX2 RAVER1 RCVRN DPF2 DVL3 SOD3 PTPN14 NEUROD6 NECTIN1 NPTXR RFX1 PCDHGA10 OLFM2 CALB2 PCDHGA2 RAI1 FBXO46 MEX3A EFNA5 ABCC12 SEMA4G PCDHGA12 ZMYND11 IGFBP5 SZRD1 IQSEC2 PODXL FNDC10 SLC1A7 MSI1 WFIKKN2 PRPS1 GRAMD4 TTYH3 MEOX1 RIMBP2 KSR2 KPRP ONECUT2 PCDHGB7 PRAF2 PCDHGA8 MDGA1 NTSR1 PCDHGA1 ZC3H7B AAK1 ERF CHRM1 ANKRD52 TBX6 BSN MAB21L2 PRIMA1 GP6 FZD4 PCDHGA7 C19orf53 DLX3 ENTPD2 SCN2B CHST14 POU4F1 TTBK1 ITPKB MIR4768_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4768_3P MPV17L MDM4 SLC25A21 LYN TNFRSF11A CBL OGT SHISA9 DNAJB4 CARHSP1 SLC24A4 ZKSCAN3 EOLA1 CGGBP1 IRGQ CHRD NAPB TNFSF8 AGER PANK2 KRTAP5-5 TFDP2 SLC35F1 FIGNL2 KCNN3 ZSCAN4 SEMA6D TMEM126B BCL7A FRS2 NF2 DGKE CEBPZOS RAB15 SUN2 UBE2E3 FAM114A1 SPACA9 HCN1 SPC24 GPI TASOR SP140 FOSL1 MTX3 FBXL16 TRAF3 ADAM12 METAP2 GNA11 ATP1B4 PLP1 SP140L MAN1A2 LUZP1 C12orf4 ASB6 BROX SARM1 BACH1 SMOC2 CNPY1 ZNF490 ATP8A2 MAP7D3 DEPDC1B DACH1 RC3H1 SCRN2 CNBP FBXL18 ZNF850 ARNT FOXN2 LRRN2 KCNB1 CBX5 MAF KDM3B FAM168A UBE2L3 SPIRE1 TAT PGA3 RRM2 XKR3 ERC1 ZFAND3 DCAF12 MRPL32 ALDH6A1 RAB11A KMT2E RTL8A CCDC50 BTC OCA2 STK38 GEMIN8 SLC39A14 CCDC73 UHMK1 PLAC8 ZNF37A CNOT4 PDP2 DNMT3A UBE2N CPEB4 POU2F1 CEACAM8 EIF4B NAV1 KIF24 PPP4R1 TRAF6 TAF11 KPNA6 MAP3K9 KIF18B IL31RA XPNPEP3 ZNF528 POLR1G SF3B3 PIK3R1 HAUS4 MAEL IDH1 C4orf46 CBLN3 DCX CCSER2 DAAM1 PGA5 CCBE1 LRAT EFCAB2 TBCB HGF BDP1 WDR89 MTFMT TMEM99 WIPF2 CAMTA1 ASB15 TTPAL PSMB11 SNX1 CNTNAP3 ASCC1 PIM2 SH3RF1 SEMA4D STAP1 RECQL5 ATXN7 APOL6 PODXL MSL2 MOSMO HOOK3 FOXK1 LRATD1 PLXNA2 BMP3 PARD6B ERI2 PAXBP1 AASDH SERP1 PGA4 TFCP2L1 ADCY7 PTBP2 INO80D ANKDD1A CNTNAP3B NACA PLPPR5 BBS10 TRIM8 TTC14 MID1 ANKRD1 SPEN RALB SDC3 GSTM1 CCAR2 SCAI DNAJC15 ZNF354C GADL1 LRFN5 MIR4651 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4651 PLD3 CASTOR2 RGS6 ELN YY1AP1 SNX20 FAM177B FCRLA FAM155B DDN ZBTB7A TWIST2 PARVB TFAP4 PAX5 PITPNM2 A1CF KCNH1 TMEM61 ARRB1 SH3BP4 PCDHGA5 SLC7A8 PCDHGA11 PCDHGC3 LHX6 LDB3 NME4 TOM1L2 FAM107A NR4A1 FAM219A KLK6 ATP1B2 LHPP SEPTIN9 LSMEM2 IQSEC3 CFAP251 C9orf116 NFIC SYNGAP1 NKD1 SRCIN1 ELAVL3 MUC3A ASIC1 PML EEF1A1 GNG4 NFIX NAV2 COX15 SLC9A3R1 ZNF385A DNAJC8 ZBTB7B DNAJB5 SLC48A1 TMCC3 KIF21B FOXO4 RHBDL3 RC3H1 SCRT1 SGSM2 PCDHGA3 EPHA8 SSH3 NACC1 HIVEP3 SOX12 GORASP1 JADE2 SSBP3 EGFR SARDH RAB25 EPN1 PCDHGA9 CRHR1 CSRP1 CDKN1A DMWD SPRY4 MAP3K13 ATF7 KCNK9 NOVA2 CUX1 IGLON5 PCDHGB3 GRIN2A LRRC32 DAGLA GFAP ACTR1A AIPL1 KCNC4 SLC8A2 RSPRY1 AK2 WFDC5 TBC1D16 SLC45A3 VAT1 ZNF584 RTN4R MMP24 GIT1 CELSR2 PIWIL3 SGCD PPP1R9B CARM1 SNX19 DDA1 RASL10B SPTBN4 ZNF609 FOXI1 FOXP4 SIX3 VSTM2L LIMD2 PATZ1 KLF16 BCAM CDSN CYP2W1 FGD4 GPX3 HYOU1 LMOD1 RHOF WIPF2 MKNK2 PIGL FZD8 CCL21 CPLX2 RAVER1 RCVRN DVL3 SOD3 PTPN14 NEUROD6 NECTIN1 NPTXR RFX1 PCDHGA10 OLFM2 CALB2 PCDHGA2 RAI1 FBXO46 MEX3A EFNA5 ABCC12 PCDHGA12 ZMYND11 IGFBP5 SZRD1 IQSEC2 KMT2D PODXL FNDC10 SLC1A7 MSI1 WFIKKN2 PRPS1 GRAMD4 TTYH3 MEOX1 RIMBP2 KSR2 KPRP ONECUT2 PCDHGB7 PRAF2 PCDHGA8 MDGA1 NTSR1 PCDHGA1 ZC3H7B AAK1 CHRM1 AQP2 TBX6 BSN MAB21L2 PRIMA1 GP6 FZD4 PCDHGA7 C19orf53 DLX3 ENTPD2 SCN2B CHST14 POU4F1 TTBK1 ITPKB MIR4773 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4773 WDR11 TRMT1L ZKSCAN8 ARMC1 DLG3 HSD17B4 NCALD CDKN2C ALG9 CBL ARL8A ONECUT1 CRISP1 TRAM1 SIK3 IRGQ NHLH1 ROBO2 LBH CADM1 OSGIN2 PTBP2 WDR75 KRT26 FLRT3 ITIH5 SEMA6D USP50 SMIM14 GABRP SH3YL1 CBLB ACVR1C ZNF706 GTF2E1 BCKDHB SV2B YPEL2 AXL KRTAP2-1 MBD1 TRIM33 PTPRO KCNMB2 RABGGTB ARHGAP5 ARID1B ASAP1 TMEM14C SYT14 GCSAML EFCAB1 RNF166 ZSCAN31 CDK13 KIF1B AGPS KRT10 ARF6 FAM122C FNIP1 CEPT1 CREBBP CAV2 DLST SLC4A4 GNS TSC1 GRID1 WASHC5 ZNF680 PATL1 COG6 NAP1L1 BRPF3 PRKCE SEMA6A SORCS3 FAM168A DPH3 NCOA4 GID8 SMURF1 ATL2 RMDN1 ZMYM5 ZFAND3 ZNF704 FGFR2 MID2 PLD5 GABBR2 UBE3A ZNF516 RBM6 LRR1 ARHGAP11A AP4B1 NFAT5 GLIPR1L2 RRP15 SESTD1 ALOX5 TYW1 KCTD20 HVCN1 TRHDE SLC6A1 USP3 ZNF718 ZCCHC18 TPR DCX ZNF236 BRWD1 PELI1 SMAD2 C5orf24 SPIN3 GID4 SENP6 ZC3H12C XKR6 MAGEB3 FXR1 POF1B SOST PCYT1B C5orf47 STYX FAM120C CCR1 TULP4 FAM229A MED10 ESPL1 HTR2C IRF4 SLC24A2 MINDY2 PLXNA4 AMD1 NDUFS5 ANKRD10 PARN FYTTD1 MAGI1 PAN2 FAM20B BORCS7 SH3TC2 SUB1 CELF1 TRPS1 ZNF280C PYURF ZFPM2 FANCD2 PDSS1 SLC15A1 KITLG NECAB1 ATAD2B SIRT1 CNIH1 FOXK1 ABRAXAS2 GTPBP10 LHCGR TYW1B JCAD C11orf91 TJP1 KDM5A TFCP2L1 ORC5 FAM102B CAV1 ESR1 MPRIP SLC6A13 TSPAN7 HSD17B11 PLN NAA25 SFT2D3 SKP1 FIGN HYAL2 USP14 MAP3K21 TMEM87A CRYM GJA3 MIR379_3P_MIR411_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR379_3P_MIR411_3P GLRX3 RETREG1 SLC4A10 SLC30A1 OTP SUOX NLRP2 TCAIM CAMTA1 KCMF1 LYN PFDN4 GAB1 SNX16 PLSCR3 GSDME RPAP3 NDUFA5 ASPH OXR1 FZD3 TARDBP LPAR1 NEPRO MPZL2 JMJD1C ENTPD7 TSHZ2 ZNF518A KCNJ2 SCRN3 PPP2R1B RBM26 SIM1 TRIM25 DUSP1 KDM2B TENT4B RAB11FIP2 SEC24B COX20 NOX4 RNF4 PTPRD ETNK1 CHIC1 NFAT5 HSPA4L NETO2 LYSMD3 SAMD4A CCDC89 SP3 LHX6 IGF1R DLG1 PPDPFL CDV3 EMCN C1orf109 DGKE NOL4 PTPN9 TCF7L2 TNPO1 ELF2 CC2D2A PRR7 FCRL1 SDR16C5 TSHZ1 FAXC CEP170 UGDH HEATR5A CNOT6 LIN9 MTX2 PAPOLG AKAP5 KRCC1 PHKB PHAX RERG MICAL2 CCDC144NL SLC12A6 TRIM36 SLC35F3 SCARA5 LRRC2 RGPD1 DACH2 PAX3 BPTF ZNF280C AHR RAI1 RAB12 PPP4R2 ADAM18 TNRC6B SGPP1 DLD TMED5 GABPA MMP7 SPRING1 LRRC19 SPOCK3 EVC2 MKS1 RRAGD DUSP10 PTER INTS6 ATXN1 NLGN1 SLC10A7 PRKAR2A RASSF6 COG6 PLCH1 SCEL PLAGL1 TMPRSS11D MTFR1 ITGBL1 SPC25 IL10 TAPT1 TMEM33 JPH4 FBXO33 CLVS2 HYDIN VEZT OTUD6B HOOK3 KIAA1958 EMB SPO11 SMURF1 DUSP8 RAB21 UBE3A TSC22D2 PPIL3 KLHL1 IMMP2L AGO4 ZFHX4 FNIP1 PAXBP1 NWD2 ATP6V1H SEPHS1 DCUN1D5 MAPK1 YAP1 DSC2 NIPSNAP3B AZIN1 NLK DCP2 STRIP2 IL21 RABGAP1L RPL36A PHIP SNX4 USP53 GSAP RHPN2 BNC2 ATF7IP MIDEAS FAM174A BICD2 MR1 SCLT1 P2RY1 ID4 BCAP29 MGAT4A MIR522_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR522_3P TAF1C MEF2C TP63 MBNL3 NDUFA5 MID1 LPAR1 P2RY10 SC5D TMTC4 ARPC5 HNRNPLL MST1L PPFIA2 CADM1 GEM BHLHB9 LZIC FLRT3 SLC12A6 RASGRP3 ARHGAP29 CASKIN1 SNAP25 NHLRC1 FUT9 DHFR EEF1AKNMT FMR1 DHFR2 FAM160B1 SLC4A7 ETV1 NRG3 CBLL1 KLHL8 ARHGAP5 EIF2A RB1CC1 RABEP1 SNX1 SPRY3 ABCB5 LSM5 TNRC6B SLCO4C1 TM2D1 PRKAA1 ZNF594 KIF7 PERP TXNDC9 PTPN11 HORMAD1 DPYSL2 TBC1D9 RCAN3 CHIC1 DOCK7 WDTC1 ADA2 TNFSF4 USP8 SLC45A2 RHD ATP1B1 YWHAQ MPO FBXO8 MAFB COL5A2 SHOC2 DLG2 PIP4P2 PIK3CA TRPM7 TCP11L2 HS3ST3A1 ATXN1L CCSER2 RSL24D1 GIN1 KLHL31 ZBTB6 PPM1E AMMECR1L NFAT5 SMURF2 GDAP2 PARP15 FST ATXN7 ZDHHC6 UBE2Q2 RAC1 MYEF2 WDFY3 ARMC10 PDIA5 MRPL47 MCMDC2 CUL1 DIP2A EEF1AKMT2 RPS3 DNAJC25 SPICE1 VAPA NOXRED1 RAPGEF6 SMAD2 SCAF11 AKAP6 MTMR3 TAOK3 OAS1 ABHD3 STAG1 BCL2 LARP1B WWTR1 C15orf40 TOR1AIP1 LMO7 SOGA3 ADGRF2 RAB14 MZT1 FAHD1 SEMA5A CDK6 BEND4 ABCD4 WT1 DLG1 TUBGCP5 ELAVL1 ZC3H7A SYNJ1 TMEM266 RAVER2 AMMECR1 PLIN4 NEUROD1 CCDC186 RFX7 ZBTB20 NPAT GOLGA1 ENTPD4 PLXDC2 FEM1C CNOT6L RAP2A FANCD2 TLR8 KRTAP3-1 DCHS2 DIMT1 DEPDC4 NSD2 SIAH1 GARRE1 GAB2 ATF7IP NFIB INO80D CLVS1 NEXMIF RBM47 UBR3 CSTF2T CSNK1A1 PTPN4 PHIP ZC3H8 PRKG1 STK4 ZMAT3 RAB38 KPNA4 MIR7515 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7515 CREB5 ZEB1 CABLES1 STK10 C20orf96 SPSB3 MCFD2 PIANP CACNA1C DNAJC7 GRIA2 APTX CCL11 TRPS1 IKBKG TLR10 UBE2L6 TMEM44 CD164L2 ST3GAL1 PPP1R12B UCHL1 CYP7A1 SPRR2G PRELID3A NSD3 GPAT2 GRIN2B PPARG DOCK9 CEP170 FAM76A SUMO2 PBX3 CDK5RAP2 SUPT3H UNC5CL GTDC1 KRIT1 ZNF559-ZNF177 GANAB RAB6A KALRN PGAM1 GAS7 PPP2R5D DCTN4 ERAP1 TTLL6 TERF2 APBB1 SLC48A1 SLITRK2 GAREM1 DLGAP4 CALCA MAX POLDIP3 PEX11A GNAS GORASP1 DNAJC18 PPP2CB TBX4 KIF3C TAGLN2 ING4 BEND3 CES4A EMP2 MEAF6 DDX52 MAOA KDM5B HNRNPC ARRB2 VAMP2 PAK2 PPM1E C17orf98 RC3H1 RGS21 FCHSD1 NKAPD1 CECR2 TMEM68 PRSS33 ITPK1 CTSK PRIM2 FKBP4 RPL36A SGCD ZNF691 TNFSF18 ZBED4 DCX PINX1 PTPMT1 PARP9 AKAP6 CCDC191 NFE2 CPEB2 NPEPPS XKR6 GLIPR1L2 MED26 TAFA2 NDUFAF5 FGB PPP4R3A ANKRD45 DPF2 GML SRFBP1 SMIM20 JPH2 TMEM80 C2orf49 CYP7B1 ZNF425 BOD1L2 EPHA4 ZSWIM6 AQP10 SNX27 BAZ2A NINJ2 TLK1 TACR1 SRSF1 SH3PXD2A GLO1 PPP3R1 VEZF1 DIRC1 NAAA SLC25A15 TFCP2L1 RIMS4 TNFSF8 AAK1 CWC25 WNT10A ZNRF1 MBIP BCAN MAN1A1 RNASEH2C POU3F4 CAMK1D GCDH ZSWIM4 DDX27 SLC25A2 TYRP1 MIR222_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR222_3P ESR1 KIF20A TFG TMCC1 SYBU ADAM22 TCF12 RGS6 HMBOX1 AQP3 AGTPBP1 FERMT2 FNIP2 C6orf118 MYLIP RSBN1L TUBA1A WNK3 TNRC6C CBWD5 HNRNPH3 PAF1 MIER3 CASR ZNF91 BBC3 GDF9 PCMTD1 RAB18 CCDC18 TLE3 KIAA1841 PIK3R1 GALNT3 DPP8 RNF4 DCUN1D1 VASH1 CLGN RNPS1 DNAJC6 INA ZNF615 LUZP2 USP27X CDK19 PAIP1 MARK1 GABRA1 ANKRD12 TP53BP2 APOLD1 GNAI3 PHACTR4 EML6 PLCL2 HECTD2 SUN2 MARF1 RDX WDR47 BICDL1 FMR1 KLF7 ZNF181 IRX5 BEND4 PGPEP1L CCN1 RIT2 LYPLA1 PIEZO2 SYNCRIP CASZ1 TDRP CBWD1 BRWD1 AKAP5 AIDA RFX8 NXPH1 ZFYVE16 AP3B2 SMARCA5 GUCY1A2 CDH2 GABRG1 L3MBTL1 SLC4A7 C6 ZNF385A VAPB ZFP36L2 ZFPM2 WDR35 IRF2 POLR3E SVIP CBWD3 LHFPL2 CTDSPL2 ARHGEF38 GPBP1 SNAP29 ATXN1 RAB1A SHLD2 EIF5A2 FAM214A C3orf70 BEAN1 TSPAN13 NRK RIMS3 FOXN2 ETV3 EIF3J RFX7 CLVS2 BCL2L11 TRPC3 CHSY1 FGF14 ATP1B1 SBK1 PPP3R1 DCAF12 CBWD6 ASPA BRWD3 TSC22D3 KDR LBR TUB CXCL12 SEC62 KIF16B FXN FNDC3A SLC2A13 SEMA3C MIDN RBP2 TGS1 NYAP2 DENND1B ERBB4 MIA3 DPH6 NIPAL4 GRB10 SESN3 KIT CBWD2 SNX4 SNRNP48 NAA25 RFX3 POGZ GRIK1 UBE2J1 ARF4 HIPK1 NAP1L5 CLRN1 CDKN1B PANK3 DMRT3 MRAP2 SYT10 PPP2R2A DDIT4 PLXNC1 ZMYM2 MIR202_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR202_3P EVI2B KPNA1 IPO5 MMD CAP1 RFESD MTMR12 FKRP MEF2C SLC16A9 GMPR2 AGBL2 ZNF799 LIMD1 CEP85L USP44 ALKBH1 CERT1 LPGAT1 DICER1 DZIP1 B4GALT4 XRN1 NID2 ADCY9 DUSP1 KDM3A CACNA1E RAB11FIP2 LBH ZSWIM5 PLEKHO1 FRMD4B FIGNL2 PTPRD CPEB3 LIN28B SIMC1 STARD13 EPHA3 TMC7 CPEB2 CELF5 CEP164 SOGA3 NIPAL4 IGF1R CCND2 IPO7 BCL7A SLC16A10 ARHGAP12 PPARGC1B SPCS3 RNF139 DLC1 THOC2 COL6A3 NECTIN3 IPO11 PGRMC1 HECTD2 UTRN CYTH3 TET3 SENP2 YPEL2 LMLN CNOT6 MYCN PAPPA BEND4 GXYLT1 LRIG3 IL36G SLC38A9 NDST3 ZNF823 MS4A7 MMP1 SULF2 GHR CD276 SGO1 IGDCC3 RBFOX2 IGF2BP1 ACTA1 NPHP3 DMD FIGN UBE3D ASAP1 MAP4K3 EYA3 LOXL4 CAPN6 RBFOX1 BORA NIPA1 MEX3A SYT2 RORC ICE2 LEPROTL1 PPARA GABPA GTF2I CTDSPL2 ARHGEF38 RNF165 STRBP VANGL2 IGF2BP3 PTPRO POU2F1 PRTG TRIM71 SLC9A9 SCEL ABHD13 MCTS1 ACVR2A XKR4 NAP1L1 SKIL SMAP1 NRK ADRB2 RIMS3 IKZF2 NAA40 CD164 IL10 CCDC68 CCDC186 ENOX2 MON2 MAPK9 CNOT6L STARD3NL ARL5A GRAMD2B TRIB1 TMEM65 ROCK2 CCND1 POSTN VCAM1 PEG10 POC1B-GALNT4 ATL2 ROCK1 DNAJC1 RCN1 ONECUT2 PIK3IP1 SMIM3 SREK1IP1 CCNJ SLC31A2 ARID3B SNX5 FBXO30 FAM180A HNRNPC GTPBP2 HAS2 ANKRA2 GALNT2 PARD6B CDC34 AGO4 SLC7A14 AGAP1 RAB8B RB1 ZNF516 SHANK2 ZNF678 PURG TNRC6B SENP5 COL4A1 RNF13 SULT1C2 TAB2 PTAR1 TSPEAR GALNT1 SLC30A4 ADAMTS8 CPED1 MYRIP SPIRE1 ANKRD52 CPEB4 BSN LAMA1 TECPR2 DTX4 FOXN3 TEX261 BTG2 GNPTAB TRHDE GALNT4 ADIPOR2 ADAMTS3 MOB4 RAG1 PXDN C8orf58 FBXO22 MSI2 COL9A3 FAM135A LRRC59 POGZ COL27A1 CLCN5 KCNC2 MEST FAM189A1 C14orf28 GPCPD1 SCYL3 GALNT12 ZNF443 ARMT1 ATXN7L2 RGS16 COL4A2 COL15A1 SH3RF3 IL6R MEAK7 DENND11 RD3L TET2 CLOCK STON2 HSPE1-MOB4 HMGA2 GNG2 TBKBP1 TSPAN2 MIR629_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR629_3P CREB5 ZNF568 ZEB1 ELAPOR2 NEK2 CACNA1E REEP5 HOMER1 ZADH2 CRIM1 MCFD2 NDC1 MTMR1 VPS13C FSHB ARHGEF28 ZNF182 TLE3 VTA1 CD83 BCOR ZNF546 FAM47E-STBD1 ZNF317 AMOT LNPK EBF1 ZNF426 IKZF2 TET3 TASOR NPVF FAM76A TP53INP2 GPR161 PAPPA RBL2 POM121 PRICKLE2 THUMPD3 FAM229B SET TMEM87B SLC30A5 ZNF596 CPM ZNF440 ZNF135 FBXO32 EDEM3 ZBTB4 LTBP1 PDGFC DNAJB5 CERS6 EDEM1 ATP8A2 RNF141 TRIM39 ALCAM PERP PROX1 ZNF687 DUOX2 MTCH2 ZNF322 PPP1R8 ZNF92 MYOCD HIVEP3 EIF5 OSBPL9 SRP54 USP8 CD36 DUSP6 ZNF25 CHRNB3 CDK14 RBMXL2 KRBOX4 CNOT4 AMER2 GPR26 ATXN1L RAD54L ZNF99 EDN1 GEN1 UBE2B NRAS POU2F1 MAPK14 SESTD1 C22orf46 PTAR1 TIE1 ZNF700 ARMC10 DERA PCSK1 PIRT MS4A6A ADIPOR2 DTL ANKRD12 USP9X DCX CHEK1 UBE2J1 TENT5A KCNK10 ATP4B XCL1 SEL1L RAPGEF6 STC2 ADGRL3 PRSS35 GLI3 SPOCK1 INPP5A CCDC68 TFAP2A FECH GATA3 SP100 MAPK1IP1L SEMA3A DACT3 TTPAL CPD CHD2 NDST3 EDNRA KCNE4 SDK2 ZNF37A PTP4A1 RAB12 SMDT1 STMN1 ZNF589 LRRC58 FAM71F1 WIPF3 DDAH1 CACNA1G TADA1 ARPP21 SOX11 SNX30 RAP2A PNMA6A GPC6 ZFP90 C15orf48 ZNF138 AGAP1 H1-0 TNRC6B ZNF773 FAM102B NYAP2 KCNQ3 MBNL1 ZNF268 TRIB1 HS3ST3B1 TTLL12 ZFP1 KCNJ18 ITGAX ELOVL3 TMEM132C SPEN MACC1 IRAK2 LRRC47 PIK3R1 KPNA4 PHF21B HMGA2 MIR1285_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1285_3P AP4S1 CREB5 SIKE1 TCF12 HOXA13 TMEM41B PALM2AKAP2 PADI3 COL4A5 TANGO2 CHL1 RAB11FIP3 FGF14 SIDT1 FAM124A PTGES3L KDM2B SC5D SRR C1orf210 SAR1A DCTN5 DDX11 CMTR2 TRABD2B PSD3 GDNF SSH2 RMI1 CCL28 YAP1 APPBP2 PPP2R2B DAB2IP GUCD1 MIER3 NRP1 NDOR1 IFI35 YEATS2 AK3 GPI TYW3 IFT122 GABRA1 FMOD EGR3 CCP110 TCAP CXXC4 NBPF4 ORAI2 AKAP13 ARF6 BTRC CAV1 ABCB8 ZNF322 BRPF3 SEC14L1 NAT8L PHF21A SPRTN FBXO33 KCNB1 FMO5 PGAP2 APBB2 SLC6A4 C16orf72 NF2 JRK CRTC1 ZNHIT6 TUB CKAP4 RD3 SLC22A14 TPI1 RC3H1 PRR14L LRRC31 SEC63 ATP8A1 RORC GIPC3 KPNA6 KCNK2 GRK6 SLC17A5 PTEN IPO9 ZNF609 FOXP4 CMKLR1 ACP6 FBXL20 YTHDF1 PPP3CB TMEM127 CCNT1 GPR62 TFAP2A NOS1 LRRC41 FOXP1 TFB1M RNF24 TRMT13 FAM120C AHI1 NPLOC4 NUDT19 PODNL1 SLC25A12 ANGPT4 SUDS3 CEACAM7 SRFBP1 NECTIN1 CALCRL JADE1 PLEKHM1 CACNA1I RPL28 NFAM1 SMPD1 ARRDC3 TCTN3 MARCKSL1 TRPC1 NXF1 PLOD1 RARB ARMC5 CLSPN TTC22 EEF2K HOOK3 ZBTB8B SMAD6 ZNF483 GAB2 RIMS4 ARNT2 WWC2 PRND AQP2 RBMS2 SYNGR1 LRRTM3 NUFIP2 HIVEP3 SPSB4 ADARB2 NLRP14 RYBP LARP1 MIR2053 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2053 ARHGEF10 GUCY1B1 GLRX3 RETREG1 SLITRK3 POC1B ZEB1 THAP1 C2CD6 AGPAT3 A1CF SRSF7 MPDZ RARB DNAJC10 ZNF529 TCEAL9 LRP8 VEGFA RAP1B CFAP58 SH2D4B TMEM267 G6PC2 SGCZ CAVIN2 CT62 LMNB1 RAB10 PTBP2 WDR75 CLUL1 LAMP2 TGFBR1 LILRB4 ZNF614 GCLC RFTN2 TPRKB LIN7A ZFP82 USP46 USP38 PUM2 SLAIN1 GPATCH2 LANCL1 PCBP3 VTI1A CALCRL SPRYD7 CENPE EAF2 NABP1 CREB1 CLIP3 CHM KCNJ13 PTPRQ OPRM1 PPM1A ZNF184 PON2 MAPK13 GTDC1 ZFAND6 DISC1 MSH4 ANGPTL5 PRLR DMD PDE4D TBX18 USP13 EML1 E2F5 ZC3H13 GTF2H5 FRMD5 KIAA1143 PLCL1 NUP153 APPL1 PCMTD2 DEPTOR CEPT1 PLEKHG7 FAM13B CDK2AP1 MTSS1 ZDHHC17 PILRA STRBP TAF12 GTF2A1 PUM1 FMNL2 ANGEL2 DHRS4 CS SCEL PCDH9 RBM17 GRM1 DENND5A STIM2 ALDH1L2 ITGBL1 B4GAT1 DYNLT3 PTPRZ1 LMO4 PDCD10 SERPINB8 COPG2 RDX DCP1B DBX2 RAB21 CISD2 UACA EVI5 BRWD3 PIWIL1 PPP3CA ACSM5 DRAM1 OR2L13 CEP152 EPHA7 SNX13 KIAA0408 MOB4 ERICH2 ANKRD20A1 MTFR1 PTAR1 NAV1 SLC2A10 NUP160 AKR1D1 NLK RAB22A CHRNE PIBF1 TNFAIP6 ABTB2 MSTN LRRTM3 PLPPR4 ANKRD20A4P ADAM28 GABARAPL2 COL14A1 ABCA10 DIAPH2 NPAS2 SDHB ADAMTS5 ADAMTS14 VWC2 MTM1 UBXN4 TAOK1 ACVR2B CLCF1 NR4A3 ANAPC7 MCEE CREBL2 SMG1 ANKRD20A2P SPOPL ARHGAP35 CNTRL KCND2 MIR103A_3P_MIR107 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR103A_3P_MIR107 AGFG1 SIX4 TMEM170A ARMC1 FERMT2 RBM24 KLF4 SPATS2L MAPK8 DICER1 TSHZ2 NUDCD2 PURB FBXW7 SNX3 PPP2R3C SH3BP4 PDCD10 PPP6R2 CORO2B N4BP1 KIF23 ZNRF2 ZBTB10 FGFRL1 PDZD8 SEPTIN6 ATP1B2 ADAM23 SUN2 TSC1 IARS1 OAS3 DLL1 DLG5 GGA3 VCAN AXIN2 SLC35D1 SCN8A C2CD5 TMEM47 ARIH2 ROR1 RNF38 UNC80 PHYHIPL DCTN5 SUSD6 NEIL1 CC2D1B ARL8A RRAGC ARMC8 FAF2 NEDD9 GSKIP GPAT4 ANKFY1 NUP50 JAKMIP2 BCAT2 DCN TRIM71 IGSF3 PRRT2 MYH9 PPIP5K2 DCUN1D3 EIF5 GABRG2 PRKCE RIMS3 PHACTR2 SLC26A7 VAV3 PSMD3 KIF21A TGFBR3 KDM7A TWF1 ATF7 CCDC50 STOM TMEM248 GPR6 FLOT2 CLIP1 HIC2 NSG1 PLEKHA1 PDS5A PPM1E LRRN3 ZNF592 ITPR1 NKTR ANO3 CDC25A PRR14L PDE3B SNRK EIF4B OSBPL6 MICAL2 GPATCH8 BTLA FGF2 C5orf60 PHF20 TECPR2 HTATIP2 DENND1B PPP6C NDEL1 TRIAP1 WDR20 CELSR2 NOVA1 AK2 MTFR1L ATP13A3 ZCCHC2 CRYBG1 NPAS3 TMEM35A SMARCE1 GALNT7 LGR5 GPCPD1 CHD2 EVA1A CSNK1G2 KCNN4 FEZF1 EXOC3L2 ZHX1 RAB9B PRKAG3 ANK3 WASHC4 FOXP1 ZFYVE16 MED26 TBKBP1 CLOCK CCNYL1 C5orf47 FAM98A BST1 PTCHD3 CEP85L PPP4R3B NRP2 KIF5A RORA PLEKHF2 MEF2D BACH2 ZNF662 SALL1 PAFAH1B2 ELK4 CPEB3 SYDE2 PTH AGO1 DYRK2 COBLL1 THOC2 EDIL3 TNPO1 RAB1B RAI14 MYCN NF1 CACNA2D1 KATNBL1 TMEM25 DLEU7 ZNF449 ZFPM2 SYNJ1 HACD2 PRPF4B ARIH1 ASH1L UBE2R2 PCGF2 G3BP2 ABL2 AMMECR1 SCN2A YTHDC1 CUL4A USF3 HDGFL3 DYNLT3 ZDHHC21 RUNX1T1 TDG NAA16 CDK6 GPC6 CCDC6 PLCB1 UBE4A HERC2 SERPINB5 IL10RB AGO4 DYNC1LI2 EPHA7 NFIA SMS PGRMC2 TNRC6B LATS2 SLC25A37 MFN2 SBNO1 ESR1 BTRC AAK1 AKIRIN2 ZNF85 AMPH INO80D MBNL1 SREK1 ZBTB39 FAM81A USP42 SNX12 TMEM260 HSDL1 STRN SLITRK1 PTPN4 MARCHF3 SRGAP1 CAB39 NPAS2 PRKG1 SLAIN2 CSNK1G3 CNNM2 HTT WNK1 ACVR2B AMOT KIF5C PAG1 MIR4434 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4434 CREB5 TCF12 SLC25A21 ZKSCAN8 ZNF133 DNMT3B SPATA33 TMCC2 FN1 NHSL1 TMEM178B DICER1 ASB11 FBXW7 VPS29 THUMPD2 CILP2 GPATCH2L CORO2B GIPC2 PALM2AKAP2 KIRREL1 TXNRD1 KLHDC8A ELF2 FAM122B EBF1 SHF MTMR7 SP1 EXOSC3 PDE1C LYPD6 TNFRSF21 SET CD276 PREPL EGR3 CPM GAS7 KLHL13 FCGR1B KIAA1522 FBXO32 MAN1A2 C6orf223 ARHGEF4 LRRC8B AKAP13 CEP85 FAM131B ABL2 SCN3B ANKFY1 DDX6 ST6GAL1 OPCML EIF3J CDC20B LPXN NT5C1B-RDH14 SAR1A R3HDM2 RSPO4 ABHD16A MAF SIAH3 ING4 ANKS1A FSTL4 MS4A10 SLC7A6 BTN2A1 F9 ZBTB2 NTRK2 SMG7 TRPM7 FAM135B USP18 CHPF PLEKHG2 TAS2R14 SLC26A10 MECP2 ZC4H2 GALP FCHSD2 IDH1 SSBP2 GJB6 SCAMP1 CCBE1 ERBB4 RNF10 SVBP SASH1 DUOXA1 ZDHHC7 FBN1 GYPE GNB4 FBXO21 SRL AHCYL2 RASAL2 BTK KCND1 NKAIN1 SOGA1 PLAGL2 BNC2 FBXO28 OTULIN SYNPO2L KLHL42 SPCS3 FMNL3 TMEM214 ZSCAN16 ASCC1 GPD1 BORCS7 TOX3 PRR27 FBXO46 CLTCL1 CEP250 NFIC RECQL5 AQP1 PRPF4B ASH1L KMT2D TTC22 FOXD2 CDK6 PIK3CB RHO PPP3R1 ITGA9 SEPTIN6 FAAP20 SCGB2B2 FNBP4 AASDH TNRC6B NECAP1 MSN AAK1 CCDC9B VAMP1 CPLX4 PAFAH2 ZFP3 SNTB2 ALDH16A1 ZKSCAN2 CDH7 ELOVL5 ZMAT3 RTL4 ZNF22 SPG7 DSCAML1 ADARB2 DOCK3 PAK1 PHF8 FANCL PLAT LRP4 MIR4283 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4283 WIPF1 YY1AP1 ENTPD6 STK10 PAK4 ZNF3 MTSS2 SOGA1 RNF11 PPARD TOMM34 GRIK3 F5 SIPA1L1 ZFR2 PLAGL2 ZNF544 SLC9A5 CSK PAX5 SLC30A3 COL5A3 GSTK1 SERPINA1 SIRT2 ZDHHC3 BTBD9 NR5A1 CDKN1A TUBB4A TSPOAP1 ARC ADORA1 LDB3 ST3GAL1 SMIM8 P2RY8 PLXNA4 PKP1 ABR ZBTB22 APC2 PFKFB4 LIN52 KCNQ1 NPM2 STK26 TAL1 ZNF316 ORAI2 SMIM14 SPRN ZNF398 CSF1 SLC27A4 PLEKHG4B OPRPN C14orf132 SYT7 FSTL1 ENO2 XXYLT1 CLIP3 LRRC20 NMUR1 XRCC4 ABI3 FBXL12 PRSS27 TPSAB1 BAP1 PLAUR FBXL16 RGL2 VPS37C SMARCD1 CYB561D1 SMG7 TMEM184A IGF2BP1 FIGN FURIN CUX1 GAS7 USP13 ASIC1 SLIT3 SASH3 ZCCHC24 TTYH2 CEMIP TMEM105 ARFIP2 TMEM201 ILF3 CNTN2 STK35 C1orf21 PLXNB2 TMEM125 TMEM92 KIF21B CASTOR3 PMEPA1 CLCN7 IQGAP1 PLA2G2F USP21 CCDC33 DNM1 EPHA8 CLIP2 TREML4 FAM163A SGPP2 KDM2A POU2F2 TSPAN11 ARHGAP1 KIAA0930 RGP1 CCDC85C PRKCE NAA40 REXO1 KCNB1 TRPC3 ST8SIA6 TMEM250 PACS2 FAM168A INSYN1 FAM53C STMN3 NUDT16 ERLIN2 R3HDM4 ANGEL1 SMARCB1 LNP1 C9orf139 SYN1 KRTAP5-7 CCDC157 NCCRP1 B4GALT2 NFX1 KIF1B SIN3B CCDC97 ACAP3 PEX14 USP51 ASIC4 ADCY1 GAL3ST3 HID1 CXCR3 FGF13 RIMS4 DGKZ FCHSD1 PGC ZNF585B TIMP2 SKI CAMKK2 RBP2 KCNIP3 TNFSF14 FKBP15 BOK PRKCA GNG13 PLK3 TECPR2 SPAG7 LARS2 AEN ARHGEF18 CNGB1 CCL16 GPR173 MEIS2 TMED1 AWAT2 COL27A1 KIAA1549L HTT MAMLD1 CDH24 ATOH8 HPCA KCTD2 RPL28 MECP2 SPOCK1 BCAM PFDN1 TPSB2 PDLIM2 CACNB1 ABHD4 GIGYF1 DIPK2B ADARB2 MYO1D DPM2 AP000439.2 MIR217_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR217_5P CTNNB1 AGFG1 CREB5 MTTP ATF1 CCNYL1 CHN2 SLC38A2 FAM98A ADGRG6 ATP11C HIPK3 FGFR2 LPAR1 ATP9A ELOC MIER3 VAT1L ZNF736 NDN KLF12 NIPBL TMTC4 CILK1 KLHL29 MAST4 COX18 DISC1 SEMA3A NFAT5 KCNH5 LMO7 SLC15A2 UBL3 NAB1 NAP1L2 USP27X REST TUBB6 APPBP2 PARD3B PCNA BDKRB2 GRIK2 BICC1 EZH2 SLC25A27 FAM169A RPL13 WAPL GXYLT1 RAPGEF6 NF1 LIN9 EFHC2 MRE11 TIAM2 ACER3 YOD1 RAP2C NPAS3 TEX101 ASAP1 DACH2 FRMD5 SCAMP1 RBFOX1 CUL5 GPM6A TACC2 ATP8A1 PPP4R2 KATNA1 C8orf86 PROX1 C18orf63 PPM1F RTF1 CDYL2 BCL11A TXNDC16 NUP214 SCN9A DACH1 FNDC3B ZNF257 ERCC6 VSNL1 RBSN C5orf24 ITPA G3BP2 CHST11 MTERF3 ATG7 ZNF680 ZNF92 TLK1 YTHDC1 TDO2 ZCCHC4 ANLN USP15 PTPN21 STT3A NEXN ST8SIA6 MPHOSPH9 ATP1B1 KCTD20 RAB4A HSPA9 PANK1 MAMDC2 RIMS2 TDG ZNF708 SH3PXD2A HNF1B TMEM65 SLC66A3 PPM1D ASXL1 DNAJC5 PSIP1 TTC28 KRAS RUNX2 DACT1 AGO4 DDX53 CROT HS3ST3A1 FAT3 GTF2H2 KCNJ6 KIAA0408 CA8 PICALM PPM1A ADGRB3 GBE1 CHPF LEPR AAK1 GKAP1 TMEM68 PRKAR2B URB2 ZBTB24 ALDH16A1 ANO3 KCTD9 RHOT1 WDR48 SEC23IP ANP32E PDE12 G6PC ZCCHC2 TNFSF11 TOGARAM1 MBD2 FBN2 CORO1C SOS1 ACVR2B DMRT2 POGLUT2 FOXL2NB WNT3 ASXL3 MYEF2 HIVEP3 NSUN3 POLD3 KPNA4 OTUD7B DOCK4 SPOPL ZNF721 DOCK3 DNA2 MGAT4A SLC4A4 TMA16 LRP6 MIR4297 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4297 PWWP3B NWD1 CAMK2G CHN2 MAU2 PTPRE GABBR1 ELAPOR2 FCGR2B FBXO32 ABL2 STX12 BEST3 NEDD4L ZNF200 TSHR MAPT ZNF790 HTR2A PI4KB SERPINA1 CSNK1D COX20 STS PDZRN3 CADM1 CPEB3 FGF1 RIMKLA TGFBR1 SPATA5 ZNF550 CPEB2 SUV39H2 LHX6 STEAP2 APOBEC3G CNTN5 TNFRSF10B KDM5B FYCO1 THUMPD1 SYNPO2 AQP4 KIF1A AC016876.1 EFNB1 C14orf132 ABCC4 FBLIM1 ZIC3 ATP6V1A UBE2E3 STAMBP BTG4 SEMA5A IFT20 PDX1 ZNF608 HERPUD1 TMTC1 ABCD3 LATS1 RPP14 SGPP2 APOBEC3A FAM83A ZNF559-ZNF177 SFT2D2 SHROOM4 MAPK10 SLCO2A1 MINAR1 RASSF5 MMP14 SMARCAD1 OSBPL8 ATP8A1 SHC3 APOBEC3B MSI2 PCGF5 RORC CELF2 CBX5 CASTOR3 POTEM CES5A GANC NCOA3 KANSL3 CUX2 PLA2G2F PEX19 APOL6 TBC1D9 POU2F2 ABHD13 POU3F2 UBAP2L ZNF491 SHOC2 LSM11 ZNF629 SARDH UNC5D PHOSPHO1 NOS1 MXD4 BCR UBXN10 SNX30 UBXN7 SH3PXD2A PNKD POLR2G CLK3 SYTL4 VEZF1 CIBAR1 GMEB1 SMG7 ABRA PPP6R1 THSD7A MID2 PPARGC1B AP000708.1 GPX5 IL4R KIAA0895L MPP3 NPNT ATXN1L ALKBH5 ACTC1 NTN1 BARHL2 MORC4 GRAMD1B ARHGEF39 ADCY1 RBPJ ANO3 RPL36A-HNRNPH2 PAFAH1B1 SMIM10 MARF1 WDFY3 FZD7 CCDC62 CHST9 ORMDL2 FOXN3 CLMN TFDP1 FBXL2 HUNK DCLK2 JMY CARM1 LACC1 SRGAP1 SLC4A8 ZNF609 TCF24 ANKRD1 IFFO2 SHISA6 ULK2 TCEAL7 DUSP22 SEMA3D KCNRG LRRTM2 DESI1 PPFIA1 KCNN1 RCOR1 DOCK4 PAIP2 DLG2 BACE2 MIR16_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR16_1_3P KPNA1 CREB5 EHBP1 HLF RRM2B PRRC1 SEC14L1 COCH FYN SLITRK4 CAPS2 PACRGL WNK3 CPSF2 TMEM68 SCN8A PCDH7 ACSM1 PHC3 C11orf54 TFAP4 ZNF736 BRPF1 SEPTIN2 B3GALNT1 AMN1 PNMA2 P2RY14 TENT4B TGFBR2 ARPC5 STX7 AZI2 HMGCS1 RNF41 JAG1 TTC17 POU3F3 FUT8 SLC12A6 STAU1 SEMA6D BRINP3 LLGL1 SCAF4 PIK3C2A DPP4 ANKRD12 ZSCAN26 HAT1 MATR3 C8B COL4A3 FAM126B ATP2A2 C1GALT1C1 UBE2E3 NUP98 CREB1 TBC1D32 VCPKMT NF1 ABCA1 DLG5 SLC12A2 PSMD10 LIN54 GRIA4 CC2D2B STEAP2 PNRC1 PARP8 CCDC58 PRR16 TOPORS IRAK1BP1 GUCY1A2 KIF3A IL26 UNC80 C19orf73 KLF5 RNF6 PHYKPL ENPP6 MOGAT2 GFRA2 CISD1 ZDHHC17 NOD1 ZBTB21 SNX29 TMTC2 KTN1 SLC10A7 KANSL1L PCLO RAB23 SS18 CLDND1 TMEM237 ALDH1L2 CEP135 HSPA5 TOX4 FERMT1 ZDHHC21 ATXN10 ABCA8 ZFX HS6ST3 ZHX1 REL STARD8 EBF1 ROCK1 TDRD3 STK17B SLC31A2 LSM8 MMGT1 MCTP1 UGT8 TM9SF2 USP6 UBE2G1 YY1 DICER1 LOX EIF5B C1orf185 CLDN23 FOXO1 MFAP4 GPALPP1 CCDC112 SUCLA2 PDE3B DENND6A CPNE8 AKR1D1 TTC13 GPR182 NPAP1 BEX3 BRIP1 ANO1 MTRR GNG12 FAM110B CLVS1 SRI CCNE2 SCARB2 KLHL24 ZC2HC1A UBR3 CNTN1 MARCKS ANP32E TMEM67 MOB1B ZCCHC2 KMT2E CAB39 FAN1 TTC14 TLCD4-RWDD3 FBN2 BNC2 NPY2R SPEN FAT4 ABCA13 PANK3 PDZRN4 TEAD1 RIN2 CNST SPOCK1 RAD18 AIMP1 DOCK3 KIAA0232 SRPK1 CCDC7 INTS8 MBTD1 MIR499A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR499A_5P SOX6 SYBU ZNF217 SEC14L1 EYA4 UBE2V1 SMC6 DDX1 NDUFA5 REEP1 PPP4R3B ELAVL4 CERT1 HDAC9 KPNA3 LIMA1 RMDN3 XRN1 GDF9 VPS13A LIPA MEIS3 WDR41 DSG2 TUT7 HSD17B13 RRAGB LRCH2 ATF2 PNISR ELMOD2 FOXP2 PTBP3 PTBP2 KCNN3 SEMA3A LIN28B RAB5C SAMD8 TMBIM6 SECISBP2L COMT ANKRD40 REST KLHL42 TMEM100 ARHGAP12 PEG3 CNTN5 ANTXR2 NR3C1 IKZF2 PLAG1 RIMS1 SOX5 PTCH1 MARS2 SLC12A2 SEC11A PRPSAP1 DEPDC1B SMCO1 MCU YIPF6 CREBZF PCDHB11 PAPOLA PTP4A1 OSBPL1A ERCC4 KIF13B NOCT ZSWIM7 TMEM202 TGFA SNX2 FAM172A DCAF5 CPSF2 EPM2AIP1 PRKAR1A AHCTF1 USP45 ZUP1 TNFAIP8L3 EBAG9 TRUB1 GPR180 SPRED1 MPZL2 LRRTM1 MAP2 CNOT9 PDCD4 FOXN2 ASPH C12orf73 MTERF1 VAV3 SDC2 SNRK CNOT6L MAMDC2 CACNB2 COL5A2 SIAH3 KDM7A NRARP ANKRD49 LRRC8C ADCYAP1 EPB41L2 LAMP3 COLQ FBXW8 SRI HP1BP3 MED13 PTPRG HNRNPC GATA3 SLC9C1 RALYL FNBP4 FNIP1 OMG KCNA4 RCN2 PEDS1-UBE2V1 RSBN1 PCDHB13 YBX1 SCN4A EML4 JADE1 RGS21 PTAR1 SH3KBP1 MYEF2 STC1 ARGLU1 SLC30A4 SLC6A13 SEH1L ST8SIA4 E2F3 DCP2 MAPK6 TVP23C EDAR SOS2 VCPIP1 NOVA1 KLF7 RNF145 PLN DNAJC25 SKP1 PHLDA2 ADAM10 H2AZ1 TSPAN12 THBS2 SMIM15 DGCR8 FBN1 EIF4G2 MFSD14A PPP3CA IMPG2 UBE2V2 TNFSF10 ST7 RCOR3 TESK2 MIR4796_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4796_3P AGFG1 CAPRIN2 IL6ST MTSS2 MYLIP PCM1 VANGL1 TGFBR2 API5 C6orf62 VASH2 SLC11A2 PKD2 FBXL3 BECN1 REST AKAP11 DSP GPATCH11 ATG16L1 CCL28 FYCO1 ITPRIPL2 FRS2 PDZD8 SH3BP5 ACIN1 TET3 GPR63 GXYLT1 C16orf70 GLUD1 TNFRSF21 DLG4 MASTL KLHL8 U2SURP MACF1 EGR3 PRR15 RAP2C SGIP1 E2F5 USP46 CBFB CD69 CEP120 MYT1L UNC80 EGLN3 FMO3 TOMM70 HRH1 SLC16A6 ARMC8 ZFYVE26 CDH1 FGD5 DTD1 TSC22D2 WDR36 TBC1D9 GARS1 SERTAD2 HCN4 C3orf70 REV3L JPT1 UBE3C PEX5L KCNB1 APBB2 SEMA4B COPS2 ZFHX3 CHRM2 PAPLN CCND1 FRMD6 SMURF1 LAMP3 IKZF4 RNF217 SLC25A13 CRY2 SLC39A9 KLHL2 TENT5D RLIM SSH2 KDM5B ANKRD42 ELL ENPP5 NRIP3 GPR6 SLF2 POU1F1 KTI12 RPS6KA4 NFAT5 EAF1 ESRRG TRIP11 STARD13 RNF13 REL BTG3 ACTR1A ADAM9 BMP2 NRIP1 PLEKHA3 SCN1A MARVELD2 FZD7 FGF12 PRKCA DENND1B SCARB2 TRIP10 KIF5B TTR SSU72 PPP1R3B MPP6 CEP97 RASD1 CORO2B ZNF780B TEDC2 RNF128 TRIM3 FJX1 CAND1 MAML3 RPS6KA5 RASL11B ADH4 DNAJC27 TMEM127 DUSP2 AIFM2 UVRAG DOCK4 CEP170 ETV1 LYZL4 CBLN4 TFB1M CPQ ITGB8 ITGA4 LIX1L PCSK5 EIF4A2 EZH1 OTUD1 DLGAP1 FAM117B ENO4 TSEN15 F3 KLHL29 SLC24A2 MINDY2 SYT7 ANKRD33B FMNL3 ZBTB33 NOTCH2NLA ABCA1 RGMB KCNE4 PDE7A TRIM36 ARID4A NEDD4L FZD3 FER SASH3 DERL2 PRRG1 FSD1L UPK2 DDHD1 SAMD12 ZFP36L2 APPL1 RETREG3 B2M STRIP2 FBXL5 ZNFX1 LAMA3 SACS PCGF2 OTUD4 CYP3A5 NIN ANO6 LDLRAP1 RPUSD2 NUCKS1 GPR137B MED12L GOLGA7 NPAT DENND5B RIMBP2 SH3PXD2A ZFYVE9 HSPA8 LIMK2 EBF1 UBE2D1 ZNF561 BRMS1L ANKIB1 HAUS8 TIMM44 MYF5 RAB8B POLR3K EPHA4 FOXJ3 RPS6KA3 AAK1 NAGK LCE2A IL17RD KLHL24 LIMK1 USP9Y PTPN4 SESN3 VASP ERP44 KCNK10 RASGRF2 SLAIN2 OSM SMIM15 BTBD10 TXNIP KPNA4 ZNF800 TMEM18 PURA MIR183_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR183_3P WDR11 NUDT4 CASTOR2 SLCO1A2 DIP2B GAB1 CTNNB1 SLC25A40 CDC27 IL6ST MBNL3 WNK3 EIF4G1 VIP AKIRIN1 TERB2 CGGBP1 B4GALT6 SGCZ ZNF117 TRPS1 VTA1 GRIP1 HSPA4L LSM12 ZBTB20 TMEM126B ITM2B FABP4 USP38 FUT9 ZNF138 GUCY1A1 CADM2 CYP26B1 AP1S3 SCN3A PKIB EIF5A ERCC8 GLUD1 OPN3 PDE8A POLR1B STEAP2 SLC35A3 PRLR PARP8 IFIT1 SCN2A EDEM3 CDK13 ACOT13 WASHC4 CYP2C9 CERS6 ZNF652 MBIP ZNF716 ZNF189 ZNF737 NOL4 GTF2A1 AEBP2 DNAJA3 CHIC1 OSBPL8 PI15 CSGALNACT2 LPL FAM227B TMPO C2orf73 ZNF486 RAB5B KIF3C FAM168A GOLGA6L4 SPO11 TET2 KLHL7 UGT2B28 SYCP2 WNT5A TMEM41A ABHD10 TPST1 HNRNPC JRKL CCDC50 CCDC91 OR2L13 CLCN3 UBE3A ZNF99 ZNF516 CAMK2N1 PECR FNDC3A COMMD2 GDAP2 LACTB RPGRIP1L SLC2A13 MBLAC2 KCTD8 CPNE8 AZIN1 CDK18 LAMA2 PLGLB2 SLC10A7 ZNF91 AMTN PRB4 ZNF506 RAB3GAP2 UFL1 NOVA1 USP3 IGSF1 HYDIN P2RY10 CAPZA2 GLIPR1 NCR3LG1 ZNF626 CEP350 PRSS23 PPP3CB ZNF90 NFXL1 PHLPP2 KANSL1L SPOCK1 ZNF492 ANKRD29 ZEB2 SRSF1 RALGPS2 CFAP300 FSTL5 MBTD1 TNFSF9 ENTPD7 KIF20B ABI1 RAB5C TLL1 PIK3C2G GLYATL2 SLC22A4 CDK6 B3GALT2 BEND4 CYP4V2 COBL MSH4 MANEA MEX3A SHC3 ZFPM2 STAM2 LHFPL2 NDUFA12 NEUROD1 THAP2 CLASP2 SPTBN1 LAPTM5 CLU CEACAM6 SOCS4 FMO2 BMP3 PLG ZNF28 STK38L ZNF493 PTBP3 PYGO1 ZNF519 INO80D HS3ST3B1 ANKDD1A NFYB ZNF257 LRRTM3 KCTD9 VCPIP1 FZD4 TNFRSF11B USP32 KCNC2 CNTN3 PLGLB1 ASB7 SMG1 HTR5A PHF3 MIR636 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR636 PCDHA2 ADAM22 NDRG4 FCHO2 FGF12 MKNK2 TMEM163 GNB1 RBPJ HOXA10 TNRC6C PFKM C17orf102 UQCR10 TMEM25 HIVEP1 EPB41L1 PHC3 YWHAB UBE2E2 ANKRD44 P2RX4 SGCZ GLCE SHTN1 SPSB1 ADCY9 ROBO2 TCF4 TPD52 DCDC2 KCNH1 RTN3 KLHL29 FRMD4B MAST4 YWHAZ GRIP1 MYORG LYSMD3 ITGB6 CCDC89 MINDY2 PLXNA4 BRINP3 CHM PSEN1 RPS6KA2 CNOT7 HTN3 RAP1A RNF139 MIER3 PCDHA13 GRIK2 NRXN1 ITM2C KRTAP1-3 HECTD2 PNPLA8 GNG3 SLK DOCK9 CSMD3 RAB6A RIMS1 CNOT6 ERC2 CILK1 SOCS3 RIMKLB ARID4B GASK1B PIEZO2 KLF8 AP3M1 VAMP7 SETBP1 SEMA4A NEURL4 YEATS4 PCDHA12 HCFC1 ACSL1 KLHL5 LPCAT1 LRRC75B MED17 LRIG1 YTHDF3 SOX5 LASP1 KDELR3 FAM172A SAMD12 DCAF5 IL20RA TMEM182 ARF6 STAM2 SAXO2 SLC6A17 RECQL5 ZFYVE26 SCN9A CHST8 RCBTB1 CISD1 ZNF468 NCAN PCDHAC2 RNF165 NUP50 PCDHA11 PCGF2 STATH RPA3 TRIM71 EIF5A2 COMMD3-BMI1 SERTAD2 ZDHHC8 IPO8 C3orf70 MKX PCDHA7 PCDHAC1 JADE2 RIMS3 PCDHA10 MYSM1 DCUN1D4 GFRA1 VPS53 ZFX RIMBP2 COLGALT1 ABCG4 EBF3 MBNL2 TOB1 SFRP2 DCLK1 PTPRA ITGA9 SENP1 ONECUT2 RELN RUNX2 ABRA HP1BP3 KCNE1 PCDHA6 AMER2 PCDHA1 KIRREL3 AC012236.1 CROT EPHA7 TMEM178A MDGA1 TRIM9 VSIG10 SPECC1L MOSPD1 DCAF6 LDOC1 TMEM150C TMEM132B EMX2 PCDHA5 FREM2 NR2C1 ADRB1 PPME1 RPS6KA3 KLHL18 CDC42SE2 MAFG HOXD10 TCF20 KCNIP3 MDGA2 NPY1R NMT2 VAT1 RABGAP1L TBX15 UBR3 JMY SLC6A1 SNX4 TUB CBLN3 SAMD8 B3GAT1 FIGN MARCHF4 NUFIP2 PCDHA4 HIPK1 RICTOR KLF9 SCAF11 NUMB CETN2 TMEM129 JADE3 INHBB PCDHA3 INSYN2B ZNF831 PRLR RET RCOR1 VOPP1 FBRSL1 DLG2 SHISA6 FAM78A INTS6 NR1D2 DCBLD2 HAPLN1 L3MBTL3 SFMBT1 MIR139_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR139_5P PRDM16 SSX2IP SLC25A21 ZEB1 PMP22 TGIF1 NDRG4 DMD MNT PIEZO1 C17orf75 ERBIN NDRG2 HOXB2 MBNL3 AEBP2 ZNF346 ETS1 ELOVL5 KBTBD2 SGCZ AP1S2 H2AZ2 SMOX MORN4 EIF4G2 WTAP NDFIP1 ZNF630 NPPA PRKD3 PPARGC1B APPBP2 APLP2 MIER3 NECTIN3 RAD54B TP53BP2 TNPO1 SCAPER EBF1 RPL22L1 ANK2 UBE2E3 PROSER1 WDR47 FMR1 TET3 PPP2CA ZNF181 CBLL1 PLCB1 C2orf49 PTPRU FAM76B CACNA2D1 CSRNP2 ZNF677 ANGPTL5 PDE4D DPY30 CAAP1 FOS TSPAN3 ZBTB34 NANOGNB ELAVL2 NOTCH1 TMEM132D IQCJ-SCHIP1 GPM6A WASHC4 MEIS2 ARF6 TXLNG SLC25A3 NR5A2 PFN2 CMYA5 HEG1 AQP1 PRPF4B TMF1 ASH1L DVL1 ARMC2 GOT2 ZEB2 FSBP C7orf77 LRP2 TRIM71 TBX1 STK24 MED4 ADGRL4 NRK PSME4 RFX7 PDE3A YWHAQ JUN USP6NL TRMT10C CDH20 GULP1 KDM7A GDF10 ROCK2 SRSF4 FAM222B ATL2 ROCK1 ZFAND3 YWHAG SLC9A2 GABBR2 CXCR4 BAZ2B ATP2B2 ZNF99 BMPR1A CNOT4 ZNF678 KIF13A LRRN3 ADCY1 PHKA1 DENR SCN3A AAK1 AKIRIN2 ZRANB2 UGT2A3 MDGA2 DIP2C ATRX CBX1 UBR3 PDE4A PTPN4 WDR93 NDUFB5 REM1 FBN2 RASGRF1 HIPK1 NPTX1 CUL3 KAT6A PHF6 GABRB2 ZNF792 KPNA4 TMPO MSL3 GYPE ARX WASL LRFN5 MGAT4A DCBLD2 GPR37 MIR345_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR345_3P RFX5 ESRRG CREB5 ZNF148 MKNK2 PPP4R3A ABL2 MIER1 TMCC2 PGP DLGAP1 PLAGL1 VPS37B NRP2 CARNS1 VMA21 PEAK1 QKI ENO4 GCNT1 EHD2 ADCY9 ABCC5 CCDC47 SLC35A4 PHACTR3 CMTR2 SYDE2 STARD13 CDH5 SLC24A2 MRPL19 CDK19 ELAVL4 DMC1 MED14 RIT1 FAM234B FRAT1 USP38 TMEM9B DAZAP2 IPMK MAP3K3 NR6A1 CREM RALGPS2 UBR2 COPS4 PPP2CA LMLN GXYLT1 CBLL1 SPATA31C1 PLEKHG7 STX6 PLCB1 RPP14 ZKSCAN5 BRWD1 SNRNP40 MKNK1 DUS1L CER1 IER3IP1 PDE4DIP SH3TC2 KLF13 ARHGAP5 ZFP62 HADHB ZNF396 SCARA5 STXBP5L ZCWPW2 GPC1 GUCY1A2 KCNA1 CBFB OTX2 PRKRA ZBTB37 PRDM2 ARFGEF3 SEC14L2 CCDC126 FMR1 SPATA31C2 PROX1 CALCOCO2 ZSWIM6 CTDSP2 ATXN7 PLEKHA8 ATP2B3 FGD5 PUM1 POU2F1 MAP3K1 KCNK2 ZBTB43 TRIM71 SS18 TNFRSF1B ANAPC16 RBAK PI4K2B ZDHHC9 MARK1 DTWD2 PLEKHH1 DUSP6 CCDC169 BEND6 SEMA4B VPS4B ZDHHC7 SLC10A6 SLCO3A1 CRK ANKS1A ELOVL4 GRB10 MFSD14B REL ADAL ITCH GPATCH2L ATL2 ZNF704 NRBF2 IRF4 FGFR2 GBP2 ZBTB2 ABCC4 E2F7 SNX18 ATRX MAGEB2 UBE2G1 AGO4 QPRT KIF1B SUN1 EDN1 TSPAN14 RYR2 BAK1 CCNC COL4A1 FGF13 RRP15 ENPEP ARNT2 ZNF518A NEDD9 TTC30B RMND5A RBM20 AKAP1 ADAM9 ZNF697 TMEM135 AQP2 CECR2 PHF20 TRIM66 RASAL2 SCN5A XKR7 FOXN3 PCDH7 PPM1H NIPAL4 PIK3C2B CELSR2 EFCAB14 FAT4 SEMA4C FLG LACC1 NHLH2 TMEM132E FER CORO2B ZNF236 TENT5A LPAR4 ST18 SEL1L UBR7 PRKCI PCNX1 ZNF586 ARID3A ASXL3 GRHL1 SMG9 SPSB4 TET2 ABHD6 SCRT2 RAPGEF5 DOCK3 POLE RASGEF1A REEP3 NCK2 PTGFRN BET1 CDS2 TRIB2 CABYR RASSF3 MIR4782_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4782_5P VSIG1 TAF1B ZNF749 CACNA1E TMOD2 CHL1 VEGFA MIER3 CFLAR CEP192 RPS6KA5 MAGI3 NCBP1 TMTC4 KCNMA1 PRKG2 ZNF534 STRIP1 CERKL GYS1 NAB1 MTO1 TENM1 GPATCH11 CRIPT CNOT2 RAD23B ADAM29 CPEB2 PGRMC1 SPOP CAST LHX9 KCNAB1 GXYLT1 RHOQ GPR3 ANKRD17 PTGER4 GPR107 ADD3 ZCCHC7 HIGD1A ADGRE2 TRMT11 PAK5 CXXC4 LYPD1 RBFOX1 TMEM255A ZFP1 GALNT15 CUX2 IGF2BP3 ATXN1 ABCC9 SOAT1 RNF6 PTGER3 DCUN1D3 C15orf40 CD164 DDI2 MIER1 UBXN10 TSPAN33 RFC3 ACER3 CXCL8 KRBOX4 UNC5B LY75-CD302 ALDH9A1 FNBP1 PKDCC RBM18 PCDH9 CSPG5 TOX3 RALGAPB SLC26A9 POGZ AZIN1 STAG2 UBE2W MAT2B MYRIP ALAS1 CLEC19A MID1IP1 PGM2 DENND1B FER CTNNA3 ARHGEF12 SHISA6 WDR26 CAPN12 TMEM135 IFI6 OSTC SASH1 TLN2 GFOD1 NFAT5 ZNF778 TMEM212 RHAG CD302 SH3BGR GCOM1 GRIA2 PSMB4 DERL2 RPS6KA2 ZMAT4 HOXC10 CTCF TM9SF3 PRRX1 VTI1A P2RX7 UNC5C TCTN1 HIPK4 FIGN CTAGE1 RYR3 TBX18 FBXL17 CALN1 PNPLA4 SAMD12 SOX6 LNPEP VSX1 CCDC122 CHST9 DDAH1 ALX4 NEU3 CDK6 PEG10 KLHL12 SUMO2 BAZ2B DNMT3A DYNC1LI2 CEP44 EMC7 PATE4 SLC2A5 NFIB CD28 NAA25 ATP6V0C ELOVL3 SMPD3 TBC1D8B PLEKHA5 WDR48 GET1-SH3BGR PAG1 MIR12120 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12120 M6PR PSMD5 UBE2D3 ATP5MC2 DGKH AMER1 VDAC2 TCF4 LPAR6 SNF8 TPD52 CTNND1 DCP1A ICE1 CRIPT FAM91A1 MTFR2 TP53I11 PPP2R5E SCAPER KLHL14 RNF125 MYLK GABRA1 HDAC9 KCNK13 HNRNPK SUPT20H NFIA CT55 RAP2C EIF2A LMBR1 HELLS SALL1 IQCJ-SCHIP1 TNRC6B IL21R PRKACB AMOTL1 BCL11A BAZ1A SERBP1 SOCS4 NOL4 DDX46 TMTC2 ATXN1 SLC39A8 KIAA1217 EIF3J MGAT4A SORCS3 NFATC2 EGFR MAGOHB PXMP4 YWHAQ WNT5A ATF7 SLC23A2 C1S KDM5B ALDH9A1 C2orf68 CCDC83 SAMD13 MED14OS NFAT5 IRS1 SRSF3 UBE2Q2 TRAF6 ITIH5 ADAMTS6 HIPK3 MDGA2 CLN8 GREM1 CD96 AAGAB CCDC169 IGF1 STIM2 TTC7B ADGRG7 ZNF266 USP9X AP000251.1 IFNA1 SP4 NCK1 DNAAF4 TRIL ALDH6A1 RPIA MAGEB3 MBTD1 CEP85L MTMR4 ECPAS MCUR1 NBEA RORA PCK1 WDR45B MOSPD2 GNAI1 PPID DNAI1 ITFG1 MAP9 AMD1 STAP1 TBC1D12 ITPR3 FMNL3 RRAGB HERC1 GET1 MAGI1 CSRNP3 DLG1 EDC4 CYP7B1 PACSIN2 RBM4B USP38 GTF2F2 LRIG1 ZNF451 ACTR6 ZNFX1 BAZ2A TCP10L HPS3 ZEB2 CLEC16A ERCC1 PNPLA1 SGMS1 SPTY2D1 ATP2B4 ZBTB20 SPTBN1 LCORL VEZT GULP1 OSBP RGS3 CNIH1 LIMK2 PPP3R1 SDK1 SOCS7 TIGAR EPHA7 FAM214A SMS DNAJC13 LATS2 PHLPP1 NAA30 AAK1 CREB1 SLC7A11 GTF2A1 PDCL HRNR SLC24A2 EPM2A PPP1CC SLC25A19 RABL3 HOXD9 PCNX1 AMMECR1 HYOU1 FPGT HOXA5 TRAPPC8 GPR37 SFMBT1 MIR6129 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6129 CASTOR2 PAK3 TAB1 TUBB DNMT3B C20orf96 ARL8A ALOXE3 ADAM19 PIANP GJB3 CHRDL1 IGSF8 GPATCH8 ETF1 SMAD3 GMPPB CACNG6 CWC27 FIGNL2 SAMD9 NOL4L ST3GAL1 NOTCH3 LDLRAD3 XYLB PPP1R12B ATP1B2 IGF1R CDK1 BICDL1 ZNF782 IKBKE TET3 SP1 PADI2 FGD1 NELFE SYNGAP1 CANX BPIFB2 YEATS4 KLK4 FAM126B PRR29 VTI1A MIP STING1 EYA3 PTMS C6orf223 NFIX LASP1 IFFO1 NGEF AKAP13 NUDT18 RGSL1 MSH5 BCL11A SIGLEC1 IL18R1 RAB11FIP1 EXOC2 SHLD1 KLC4 INTS6 NME9 GTF2A1 FBXO45 S100A16 ACVR2A MPIG6B WDTC1 SLC19A3 KIAA0513 GABRG2 RNF169 RBMS3 RAB5B CERS2 DUSP26 LPXN CCDC184 FAM104B RSPO4 TOLLIP GATAD2B PABPC1L2B KCNQ4 CENPP F9 SPRY4 PABPC1L2A CD34 NOVA2 KDELR2 GEN1 STX2 ELMOD1 SHMT2 MAPK14 PAICS SLC25A24 MAPRE1 KIF24 CERS3 ZNF583 ARHGAP19 MMACHC TMEM169 LURAP1 LHX2 ATP13A3 TRIM16L DCX DNAH8 NABP2 UBQLN2 SORL1 ATAT1 MECP2 JADE2 SLC2A3 KCNF1 SPINK14 RCOR1 DTX4 MYCL TRIM16 SLC9A8 LRATD2 KCND1 STUM ALKBH1 NDST1 SNX33 KIF5A ZNF703 ADGRF2 PLXNA4 ABHD2 PARD3B DEFB118 XPR1 IL2RG FRY UBL4A PSME3 POU2AF1 MAPKAPK2 CREB3L1 SMOC1 FRMPD3 CDK5R2 ATP6V1B2 ZNF395 RPH3A BAZ2A NYNRIN NXF1 FAM131C SMG6 MSI1 SMIM24 TTYH3 SHF SIX2 OSBP CLTA NAA50 DLX6 KSR2 NEMP2 ENAM AGAP1 PACS1 ZFPL1 EIF4EBP1 ERI3 PLA2G2D SHE IL10RA NIPSNAP1 CAMKMT LENG8 MICALL1 SHB SDK1 KRT75 WBP2 FOXL2NB CSNK1G1 GSK3A TTBK1 MVB12B CLSTN3 RASSF3 MIR5706 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5706 VSIG1 TAF1B ZNF749 CACNA1E TMOD2 CHL1 VEGFA MIER3 CFLAR CEP192 RPS6KA5 MAGI3 NCBP1 TMTC4 KCNMA1 PRKG2 ZNF534 STRIP1 CERKL GYS1 SAMD9 NAB1 MTO1 TENM1 GPATCH11 CRIPT CNOT2 RAD23B ADAM29 CPEB2 PGRMC1 SPOP CAST LHX9 KCNAB1 GXYLT1 RHOQ GPR3 ANKRD17 PTGER4 GPR107 ADD3 ZCCHC7 HIGD1A ADGRE2 TRMT11 PAK5 CXXC4 LYPD1 RBFOX1 TMEM255A ZFP1 GALNT15 CUX2 IGF2BP3 ATXN1 ABCC9 SOAT1 RNF6 PTGER3 DCUN1D3 C15orf40 CD164 SYT9 DDI2 MIER1 UBXN10 TSPAN33 RFC3 ACER3 CXCL8 KRBOX4 UNC5B LY75-CD302 ALDH9A1 FNBP1 PKDCC RBM18 PCDH9 CSPG5 TOX3 SLC26A9 POGZ AZIN1 STAG2 UBE2W MAT2B MYRIP ALAS1 CLEC19A MID1IP1 PGM2 DENND1B FER CTNNA3 ARHGEF12 SHISA6 WDR26 CAPN12 TMEM135 IFI6 OSTC SASH1 TLN2 GFOD1 NFAT5 TMEM212 RHAG CD302 SH3BGR GCOM1 GRIA2 PSMB4 DERL2 RPS6KA2 ZMAT4 HOXC10 CTCF TM9SF3 PRRX1 VTI1A P2RX7 UNC5C TCTN1 HIPK4 FIGN CTAGE1 RYR3 TBX18 FBXL17 CALN1 PNPLA4 SAMD12 SOX6 LNPEP VSX1 CCDC122 CHST9 DDAH1 ALX4 CDK6 PEG10 KLHL12 SUMO2 FAM180A BAZ2B DNMT3A DYNC1LI2 CEP44 EMC7 PATE4 SLC2A5 NFIB CD28 NAA25 ATP6V0C ELOVL3 SMPD3 TBC1D8B PLEKHA5 WDR48 GET1-SH3BGR PAG1 MIR6133 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6133 CASTOR2 PAK3 TAB1 TUBB DNMT3B C20orf96 ARL8A ALOXE3 ADAM19 PIANP GJB3 CHRDL1 IGSF8 GPATCH8 ETF1 SMAD3 GMPPB NHLH1 CACNG6 CWC27 FIGNL2 SAMD9 NOL4L ST3GAL1 NOTCH3 LDLRAD3 XYLB PPP1R12B ATP1B2 IGF1R CDK1 BICDL1 ZNF782 IKBKE TET3 SP1 PADI2 FGD1 NELFE SYNGAP1 CANX BPIFB2 YEATS4 KLK4 FAM126B PRR29 VTI1A MIP STING1 EYA3 PTMS C6orf223 NFIX LASP1 IFFO1 AKAP13 NUDT18 MSH5 BCL11A SIGLEC1 IL18R1 RAB11FIP1 SHLD1 KLC4 INTS6 NME9 GTF2A1 FBXO45 S100A16 ACVR2A MPIG6B WDTC1 SLC19A3 KIAA0513 GABRG2 RNF169 RBMS3 RAD9A RAB5B CERS2 DUSP26 LPXN CCDC184 FAM104B RSPO4 TOLLIP GATAD2B PABPC1L2B KCNQ4 CENPP F9 SPRY4 PABPC1L2A CD34 NOVA2 KDELR2 GEN1 STX2 ELMOD1 SHMT2 MAPK14 PAICS SLC25A24 MAPRE1 KIF24 CERS3 ZNF583 ARHGAP19 MMACHC TMEM169 LURAP1 LHX2 ATP13A3 TRIM16L DCX DNAH8 NABP2 UBQLN2 SORL1 ATAT1 MECP2 JADE2 SLC2A3 KCNF1 SPINK14 RCOR1 DTX4 MYCL TRIM16 SLC9A8 LRATD2 KCND1 STUM ALKBH1 NDST1 SNX33 KIF5A ZNF703 ADGRF2 PLXNA4 ABHD2 PARD3B DEFB118 XPR1 IL2RG FRY UBL4A PSME3 POU2AF1 MAPKAPK2 CREB3L1 SMOC1 FRMPD3 CDK5R2 ATP6V1B2 ZNF395 RPH3A BAZ2A NYNRIN NXF1 FAM131C SMG6 SDF2 MSI1 TTYH3 SHF SIX2 OSBP CLTA NAA50 DLX6 KSR2 NEMP2 ENAM AGAP1 TBC1D16 PACS1 ZFPL1 EIF4EBP1 ERI3 PLA2G2D SHE IL10RA NIPSNAP1 CAMKMT LENG8 MICALL1 SHB SDK1 KRT75 WBP2 FOXL2NB CSNK1G1 GSK3A MVB12B CLSTN3 RASSF3 MIR20A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR20A_3P HDAC9 CDKL5 EGFLAM SLC38A2 NPM1 LILRB2 CDH13 SATB1 OTUD1 MPDZ REEP5 VPS37B ONECUT1 PPP4R3B SCN8A TMED2 SYNPR RBM39 R3HCC1L ZNF518A DNAJC7 RORA SMAD3 IAH1 ANKRD50 DYRK1A PCMTD1 DDX17 CILK1 CNTNAP1 CACNB4 GALNT3 CPEB3 LMO7 ZNF615 CPEB2 ZBTB20 SPRY1 HGC6.3 PLXNA4 USP27X NCOA7 CSF2RA CNTN5 RGS7 SUPT7L NECTIN3 KCNA2 DTHD1 GPATCH2 EZH2 ALG2 WDR47 MTMR7 RNF214 WAPL MRPS30 CADM2 ACSM5 HERPUD1 TENM4 NUDT12 NF1 ATRNL1 CSNK2A1 ZNF853 YOD1 FIGN CREBZF SPATA2 HMGN2 CTTNBP2NL RAB5A GABRG1 RAD51 MAGEB1 PDCD6IP ARF6 RNF19A RASSF8 APOL2 NUP214 EIF2AK3 BTAF1 CEPT1 AK6 GPR85 RHBDL3 KATNA1 CTDSPL2 VGLL2 OTUD4 KCNK2 BAHD1 ZEB2 PLEKHG1 RGL1 POU3F2 PI15 MLLT3 PRKCE MND1 PRSS12 CHN2 PTPN21 NUFIP1 CYB5B ST8SIA6 CCL4 ZDHHC21 CAPN14 REXO4 TDG BEND3 SH3PXD2A SLC22A15 TMEM199 DNAJC1 DCAF12 ONECUT2 CPEB4 MMGT1 TOX KIAA2026 RHNO1 SLC39A12 UGT8 SCGB2B2 FBXO34 TFDP3 SLC7A14 FAM241A ERICH2 KIF13A PPM1E ZC3H7B GORASP2 SLC9A7 TLN1 YTHDC2 ALOX5AP SIAE HTATSF1 TMEM258 RMND5A ZDHHC6 UNC13C ADAMTS6 BMPR2 ZNF268 SEMA6D GTF2H1 EHMT1 VCPIP1 SEC23IP GRB10 BCL11A DARS2 PHIP TMEM67 DCP2 FBN2 DR1 ANKRD1 ADAM10 SLAIN2 C14orf28 KLF9 SZT2 SENP1 ACVR2B ZBTB38 GNAZ KLRC3 PCF11 ASXL3 TET2 RET IMPG2 SOCS5 SPOPL GADL1 USP12 EXOC4 ZNF695 ATP2B1 PURA MBTD1 ERI1 MIR7161_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7161_5P AGFG1 NR2F2 HLF CDKL5 PRRC1 PDE6D FBXO3 NR2F1 RSBN1L ZBTB7A CTBP2 DDX3X UBE2E2 GCH1 SEC14L1 PRUNE2 LPAR6 HDAC9 BBX ZDHHC15 NOTCH3 BTBD8 PHTF2 CSNK1G3 PGAP1 ZNF41 MIEF1 TMX3 EPN2 FAM91A1 SUPT7L TBPL1 SINHCAF WDFY4 ELP3 CCER1 DSTYK CNOT6 KBTBD6 USP33 GNAL COG6 CDH11 TRMT11 FIP1L1 LEPROT GRM5 EEA1 EOGT SPRY3 RER1 CCNT2 TLCD3A ZNF594 DACH1 TRIM13 SLC4A4 RC3H1 MAGI2 SNX10 MS4A12 SMIM10L1 DCAF10 ZNF680 PCDH9 GHITM CCPG1 PI4K2B DIAPH3 APOB SUCO ATP1B1 YWHAQ DDX4 GRK5 STRN3 CTSC ZNF704 YWHAG PSMA5 KLHL2 SLIT2 ZNF558 WDCP ATXN1L CD44 CARD8 HYAL4 MTUS1 VDAC1 EAF1 ALS2 FAM120A NEXN SLC5A3 DPY19L4 BAAT ZSWIM7 LYSMD2 TFDP1 TRIM5 RSRP1 KIF5B INSR EPB41L4B TIA1 CDK14 KIAA1549L ETV6 DAAM1 TENT4B ING2 PRKCI NAPG MGST2 AKT3 FARP1 NCOR1 PKP2 LIMA1 SP100 LIN28B LARP6 SLC24A2 CEP63 PAN3 IPMK C7orf31 NUP98 NAP1L1 XRCC2 CCL17 PIK3AP1 KATNBL1 ZNF451 SOX2 ELAVL2 C11orf58 AHR RGS7BP AK4 DIDO1 RNF144A SLITRK5 SSR1 GABPA LRRC58 ZNFX1 NUCKS1 FAM214A MSL2 NIPAL1 SPTY2D1 FRRS1L HOOK3 FEM1C ERO1A MCOLN2 USP11 PPP3R1 ONECUT2 MITF DDX28 ZNF624 PADI1 RSF1 ESRP2 BPNT2 AAK1 HEY2 RNF20 TREM1 TFAP2A CSTF2T OSBPL8 ZBTB41 SLC39A3 MRPL17 COL24A1 ZC3H6 PPTC7 PTCHD1 PPP3CB NR4A3 SH3RF3 MRAS IGF1 NHSL1 IMPG2 CXCL5 ANKRD27 ABLIM1 MIR4735_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4735_5P AUTS2 MBNL3 WNK3 OMD DPP10 ANKRD13C ARL4D PHC3 SPRY2 QKI B4GALT6 A1CF CARTPT SRPX SYNE2 PAIP1 ENKUR APOBEC3G RAB7A AQP4 DNAJB14 CPEB2 FUT9 PUM2 NTS ANKRD62 CREB1 PDLIM5 CCDC148 RBL2 VWA3B TRIM33 SKAP2 LIN54 CYRIB MAP7 ZXDA MASTL RAB6A FAM126B SOX21 COMMD6 KCNMA1 RABEP1 PHF20L1 NCOA2 GRID2 LARP4 AGPS ASB8 CELF2 RASSF8 RCBTB1 ADD2 LRRN1 SLC4A4 ZDHHC17 RC3H1 PCSK2 EPC2 DCAF10 EFHB TBC1D9 RAB3C SEC24B C2orf66 RFX3 XRN1 TMEM59 TMEM98 GABRG2 CAMK4 UQCRB CNOT6L VKORC1L1 CNGA1 SKP2 PJA2 LAMA4 PKN2 SLIT2 NAMPT PECR PPP4R2 PHYKPL YBX1 KLHL7 SRSF3 PAICS CCDC28A-AS1 STAG2 CNTD1 NRIP1 GOSR1 FREM1 FCHO2 TRDN THAP1 IGSF1 DCP2 GATC TSPAN2 BRWD1 MEST PLEKHA2 PRSS35 TEAD1 GID4 CREBL2 MYO5B ZC3H12C STON2 SPOPL WAPL GNB4 MAGEB3 ARHGAP21 LRATD2 GOLGA4 ITGA4 CAPS2 FZD3 SOHLH2 ELK4 LIN28B ADGRF2 ZNF382 SETD7 TP53BP2 RAB6C TWIST1 TRMT5 CDK6 HERC1 CADM2 EED CSRNP3 CYSLTR1 SNAPC1 PRR11 FIGN YIPF6 PPDPFL EFEMP1 BOD1L2 ZFP14 AHR PCDH17 SNX29 IGFBPL1 SHH UACA SUSD5 SIX2 HOOK3 CLCN3 PLCB1 UBE4A FPR3 RAB6D C15orf48 STYX LCOR ANKIB1 RB1 PTGS2 LATS2 NR2C1 AAK1 ARHGEF33 ZNF519 INO80D PCDH10 VCPIP1 SGTB NDUFS2 SLAIN2 ASRGL1 ADGRL3 NR4A3 SCAI SF3B1 MDC1 MAP2K4 MGARP TMEFF2 COL4A1 MIR4510 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4510 CASTOR2 PAK3 TAB1 TUBB DNMT3B C20orf96 ARL8A ALOXE3 ADAM19 PIANP GJB3 CHRDL1 IGSF8 GPATCH8 ETF1 SMAD3 GMPPB CACNG6 CWC27 FIGNL2 SAMD9 NOL4L ST3GAL1 NOTCH3 LDLRAD3 XYLB PPP1R12B ATP1B2 IGF1R CDK1 BICDL1 ZNF782 IKBKE TET3 SP1 ERI3 PADI2 FGD1 NELFE SYNGAP1 CANX BPIFB2 YEATS4 KLK4 FAM126B PRR29 VTI1A MIP STING1 EYA3 PTMS C6orf223 NFIX LASP1 IFFO1 AKAP13 NUDT18 RGSL1 MSH5 BCL11A SIGLEC1 IL18R1 RAB11FIP1 SHLD1 KLC4 INTS6 NME9 GTF2A1 FBXO45 S100A16 ACVR2A MPIG6B WDTC1 SLC19A3 KIAA0513 GABRG2 RNF169 RBMS3 RAB5B CERS2 DUSP26 LSAMP LPXN CCDC184 FAM104B RSPO4 TOLLIP GATAD2B TET2 PABPC1L2B KCNQ4 CENPP F9 SPRY4 PABPC1L2A CD34 NOVA2 KDELR2 GEN1 STX2 ELMOD1 SHMT2 MAPK14 PAICS SLC25A24 MAPRE1 KIF24 CERS3 ZNF583 ARHGAP19 MMACHC TMEM169 LURAP1 LHX2 ATP13A3 TRIM16L DCX DNAH8 NABP2 UBQLN2 SORL1 ATAT1 MECP2 JADE2 SLC2A3 KCNF1 TMEM63A SPINK14 RCOR1 DTX4 TRIM16 LRATD2 KCND1 STUM ALKBH1 SNX33 KIF5A ZNF703 ADGRF2 PLXNA4 ABHD2 PARD3B DEFB118 XPR1 IL2RG FRY UBL4A PSME3 POU2AF1 MAPKAPK2 CREB3L1 SMOC1 FRMPD3 CDK5R2 ATP6V1B2 ZNF395 RPH3A BAZ2A NYNRIN NXF1 FAM131C SMG6 MSI1 TTYH3 SHF SIX2 OSBP CLTA NAA50 DLX6 KSR2 NEMP2 ENAM AGAP1 PACS1 ZFPL1 EIF4EBP1 PLA2G2D SHE IL10RA NIPSNAP1 CAMKMT LENG8 MICALL1 SHB SDK1 KRT75 WBP2 FOXL2NB CSNK1G1 GSK3A MVB12B CLSTN3 RASSF3 MIR4643 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4643 NOL11 ADAM22 IFNA17 PLCXD1 MEF2C PTK2B TRAPPC13 TNRC6C LACTB2 GRIA2 LGI1 KALRN BBX BLCAP ZNF367 SKP1 PKD2 KIAA0319 RAP1B PACSIN2 PPP4R3A U2SURP PAIP1 BCL11B GIPC2 C9orf72 CLECL1 CLEC4A DLX5 RFTN1 PLCB4 CPEB2 NR2C2 CNR1 ATP11A C19orf12 DHX36 GINS1 NABP1 ERC2 RIMKLB LYPD6 GABRA1 HNRNPA1 FAM126B ATP1B4 ARID1B KLHL23 RAB31 RRN3 TNRC6B VAPB C1orf21 ARF6 CDYL2 HEXIM1 BAZ1A PDGFRL PDLIM5 SPRED1 SEPTIN8 RBFOX2 TRIM4 PCMTD2 JAKMIP1 PI15 NAT8L PRKCE REV3L MGAT4A BHLHE22 PLAC1 DCUN1D4 KLK10 LSAMP YWHAQ MLLT3 KDM7A RPRD1B CYP3A7 MCM6 RICTOR SBNO1 ZNF326 DENND5B IFNA16 COG5 SEH1L FBXO11 TAB2 DEK KHDRBS1 CENPI SNX13 SESN3 GPD1L B4GALT5 DIPK1C GOPC GIGYF2 PARP15 GPR22 SESTD1 CPSF6 AZIN1 SON CFAP47 CCDC62 RAPGEF4 ARHGAP24 LRP8 ZNF780A TRIO SNX19 EVI5 NPAS3 CENPN PLAG1 TP63 RAB6B THBS2 OPA3 HSP90B1 RALGAPA1 EPHA5 SP4 CA8 TEAD1 GPR137C HMBOX1 TSHR DOCK4 UBE2D3 CBX1 TUBB2A NR1D2 BAG4 CTNNB1 PCSK5 CNOT2 CEP85L HIPK3 RS1 WDR45B PNMA2 UTY BMPER ELMOD2 MAD2L1 TGFB2 GTF3C2 MATR3 MARCHF6 LDB3 TNPO1 BMP8A SYNJ1 FRY SPN PSME3 PNRC1 PSMF1 CDH2 DNAH12 DRD1 FMN1 SASS6 ZSWIM6 CTXN3 TUT4 TMEM30A GPR180 B3GALNT2 FMNL2 MEIG1 HDGFL3 ALPK2 CPNE4 TMEM39A HERC3 TMEM65 THBS1 SOCS6 KHDRBS2 ANGPT1 STON1 HMX2 BAZ2B SERP1 RAB9A PHF13 LGALS3 SLC6A19 YTHDC2 COLEC12 INO80D DZANK1 NETO1 PENK SLC35E3 CLMN KLHL24 PTPN4 PHIP DRD5 TTC33 WIF1 ZNF827 NAP1L5 UBE2Q1 GABRB2 NXPH2 DYNLL2 EIF2AK4 N4BP2L1 MIR6130 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6130 CASTOR2 PAK3 TAB1 TUBB DNMT3B C20orf96 ARL8A ALOXE3 ADAM19 PIANP GJB3 CHRDL1 IGSF8 GPATCH8 ETF1 SMAD3 GMPPB CACNG6 CWC27 FIGNL2 SAMD9 NOL4L ST3GAL1 NOTCH3 LDLRAD3 XYLB PPP1R12B ATP1B2 IGF1R CDK1 BICDL1 ZNF782 IKBKE TET3 SP1 ERI3 PADI2 FGD1 NELFE SYNGAP1 CANX BPIFB2 YEATS4 KLK4 FAM126B PRR29 VTI1A MIP STING1 EYA3 PTMS C6orf223 NFIX LASP1 IFFO1 AKAP13 NUDT18 RGSL1 MSH5 BCL11A SIGLEC1 IL18R1 RAB11FIP1 SHLD1 KLC4 INTS6 NME9 GTF2A1 FBXO45 S100A16 ACVR2A MPIG6B WDTC1 SLC19A3 KIAA0513 GABRG2 RNF169 RBMS3 RAB5B CERS2 DUSP26 LPXN CCDC184 FAM104B RSPO4 TOLLIP GATAD2B PABPC1L2B KCNQ4 CENPP F9 SPRY4 PABPC1L2A CD34 NOVA2 KDELR2 GEN1 STX2 ELMOD1 SHMT2 MAPK14 PAICS SLC25A24 MAPRE1 KIF24 CERS3 ZNF583 ARHGAP19 MMACHC TMEM169 LURAP1 LHX2 ATP13A3 TRIM16L DCX DNAH8 NABP2 TENT4B UBQLN2 SORL1 ATAT1 MECP2 JADE2 SLC2A3 KCNF1 SPINK14 RCOR1 DTX4 TRIM16 LRATD2 KCND1 STUM ALKBH1 SNX33 KIF5A ZNF703 ADGRF2 PLXNA4 ABHD2 PARD3B DEFB118 XPR1 IL2RG FRY UBL4A PSME3 POU2AF1 MAPKAPK2 CREB3L1 SMOC1 FRMPD3 CDK5R2 ATP6V1B2 ZNF395 RPH3A BAZ2A NYNRIN NXF1 FAM131C SMG6 MSI1 TTYH3 SHF SIX2 OSBP CLTA NAA50 DLX6 KSR2 NEMP2 ENAM AGAP1 TBC1D16 PACS1 ZFPL1 EIF4EBP1 PLA2G2D SHE IL10RA NIPSNAP1 CAMKMT LENG8 MICALL1 SHB SDK1 KRT75 WBP2 FOXL2NB CSNK1G1 GSK3A MVB12B CLSTN3 RASSF3 MIR6722_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6722_3P CAMK2G POLR3C CREB3L2 UBTF PMEPA1 ANAPC15 PEDS1 ADCY9 TSPAN9 TGFBR2 SLC35F1 ADGRA1 SNRPN IP6K2 GRAMD1B PSD3 NOP9 DAB2IP DLC1 TXNRD2 ATG9A AHDC1 DDR1 NR6A1 LHPP RILPL1 CARMIL1 NFIC C16orf70 STX1B ORMDL3 HM13 EFHC2 PTCD1 RPP14 CANX COG6 PYCR3 RCBTB2 CACNB3 ELAVL3 CLK2 MOB3B PPARD GRID2 CEP170B EFHD2 TNRC6B MPP2 SIGMAR1 ATP5MF-PTCD1 KIF21B FOXO4 GSKIP CAMKV LRRC20 NFASC MGRN1 CNOT9 ELF4 SCN4B TMEM63C PRRT2 WDTC1 CDK16 MTRF1L PLCXD3 CHMP6 PHF21A ITGAL SEMA3F RAPGEFL1 RAB5B DEDD2 OTUD5 FGF1 TSPAN33 ZNF710 RBM42 UGT2B28 GDPD5 SMG7 SNX21 NFATC2 PBXIP1 IGLON5 LYRM4 FBXL18 APCDD1L COLGALT2 INO80 HNF1A MYD88 UBE2M SP7 PPP1R9B REEP4 SPTBN4 EDC3 KCNH3 B9D1 HSP90B1 EPHA2 GLIS2 JADE2 GPR62 ANKRD65 NOS1 FHL3 MAZ XPO7 SOGA1 DCHS1 TRAPPC9 SNX33 FBXL19 MAP1A RAB1B ZFP41 SDK2 PDXK UPP2 ACBD4 TSKU ZCCHC24 CHST15 THEM5 NFAM1 C10orf90 MEX3A TMEM201 STK35 ZNFX1 ATP12A RPP25 PLPPR2 CTDSP1 SPINDOC FZD2 HTR4 OTOP2 TTYH3 EIF2B5 SH3PXD2A KSR2 DHODH ZMAT2 PNPO E2F7 C19orf54 DPPA4 EPG5 SNURF MEF2D STMN4 PACS1 NTNG2 BAK1 ORC5 ARNT2 AAK1 PRND ATP9B RBM20 RTL8C NIBAN3 AMZ1 RNF157 SIPA1L3 COPS7A RERE TSPAN7 MARK2 ACTR1B NPTX1 B3GNT9 KCTD16 IGF1 ZMYM6 RYBP DOC2B ITPKB ARHGDIG MIR3065_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3065_3P MEST AKT2 GPHN PCYT1B ETNK2 MANEAL CAMK2G C1orf131 HTR6 SLC1A3 RNF152 UBTD2 AK2 COL1A2 TUBA1A BIRC6 PPP4R3B YIF1B CDC7 PITPNM3 SNX33 PROM1 ELOVL5 SLC30A3 COL5A3 DCLRE1A SIDT1 STX1A KLHL8 PPP2R2D AGFG1 SPATS2L HMGCS1 CPEB3 SLC39A10 TBCEL CCND2 U2SURP WDFY1 DIO2 SERPINH1 JARID2 SLC7A5 ZNF761 PPP1R3D ENPP2 FAM135A CAVIN1 MIER3 DOK4 ARHGEF19 AP4E1 PRRT4 CPD MAPKBP1 MLLT11 ATP6V1A VHL BDNF TET3 PRDM13 ZBTB5 NANOS1 TBC1D24 FAM131B ASCC1 ISL1 ZNF765 HERC4 SAP30L FAM122C TCL1B GPR156 RBFOX2 BCL7A ZNF783 CPS1 SUB1 FOS SS18L1 CTTNBP2NL ZBTB34 TBX21 DBT DNAJB11 PPARD NAA40 NFIA EDEM3 BLMH CRX ECHDC2 DERL2 FBXL20 DDHD1 TNRC18 LASP1 NDUFS6 GM2A MTPN ARMC8 PIGA CDK5R2 NAV1 PRR3 ZNF468 COL11A1 SCN3B ARRDC3 DKK1 SIX5 NFATC3 SACS PEX19 FBXO45 LDLRAP1 CDCA4 NUCKS1 TMEM169 PI15 MSL2 CHMP6 RIMS3 PSME4 ARFGAP1 ANGPTL4 MED12L SPTY2D1 ZBTB20 FKBP1A NAV3 NFE4 MYADM PACS2 CD2AP OSBP FAM168A TRAM2 RBAK ING4 MFSD14B ANKRD49 ATP5MC1 GID8 PPM1D ROCK1 EXTL2 ARHGDIA ZNF704 CACNA1C NASP FGFR2 CRMP1 NKX6-3 UBAC2 CPE TSC22D3 SOCS7 ADAMTS15 SESN1 C19orf54 RIPOR2 FREM1 C11orf87 ADAMTS2 AGAP1 COL7A1 ERI2 ING2 BIVM LOX HMGCR KDM5A HIC2 ADGRA2 NSD2 ZNF131 KDM2A ZNF592 ZNF813 FRAS1 MGA ESRRG PRR14L CARD19 DOT1L DENND6A GARRE1 DIXDC1 MYL6 TBC1D4 HEPACAM TMEM135 GALNT1 CCDC62 PRRC2C XXYLT1 CTNS HBEGF PLPPR4 EHMT1 NADK2 SRSF2 TLX2 PTEN TRIM16L COL19A1 PEX5 C5orf24 SNX4 UBE2V1 ZHX3 HNF4G KLHDC10 PHF21A IHO1 ADAMTS17 MAML3 PDHX SMPD3 SENP1 SUN1 CSPG4 MXD1 TEAD1 CAMK1D AGPAT4 ZNF827 SH3RF3 TPX2 CREB1 ASXL3 HMBOX1 TET2 PANK1 PSAT1 MAP2K4 ZHX1 DTX4 XKR6 GP1BB TRIM16 GULP1 NFAT5 RNF150 TRIB2 TFB1M HAPLN1 TET1 LARP1 WDR26 MIR1276 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1276 NOL11 AFF4 FCHO2 ARHGEF7 JAK1 C17orf75 CDC27 RBM24 OMD RPS6KB1 CHDH RBM39 IRF2BP1 RSKR USP28 PTGES3L ADCY9 TNIK DROSHA CTNND1 CCDC60 VTA1 THSD4 RBMS1 ITGB3BP PTPRD DDX5 SINHCAF CADM2 RAPSN CARF PIK3CG GXYLT1 CASP7 DPY19L3 ATRNL1 PNISR HIF1A SMG7 LGI2 NFKBID PIGG SLC1A2 ZRANB3 SPAG9 DHDDS SOD2 N4BP2L1 HPN COG5 SLC25A30 NAALAD2 MXI1 ST8SIA3 ZBTB21 PIP4K2C CHMP2B RMC1 KCNK2 RBP3 CDH12 PPIP5K2 C3orf70 BRPF3 ITGBL1 TRDN ERLIN1 SEMA6A COPS5 PDHA1 ZBTB18 OC90 CCDC7 TPM3 TMEM254 PGAP4 CRYBG3 CCDC91 BNIP2 PHYH BPY2B ZNF516 PARG AHCYL1 ATL3 ATF7IP LACTB TOP2B C2orf76 NMB KCNS2 BCLAF3 PPP2R5C IKZF1 ANGEL2 HYLS1 SDE2 SYT1 CELF4 USP9X FANCC TMEM229B ARHGEF12 INTS2 BRD1 ERBB4 MARK1 PCDH19 SPIN1 FBRSL1 SLC25A17 ARFGEF2 ZNF695 BCL2 RCAN2 RORA MAP1A MMP16 PNMA2 ELMOD2 RIMKLA LRRC7 GPR15 AP2B1 CCDC190 ADAM7 GET1 MARS2 OSTM1 UNC5C WT1 CASZ1 EBF2 PLD6 CREBZF LPCAT2 ZFYVE16 PTP4A1 KCNK1 SYT16 GPBP1 BLCAP F2RL2 LPIN2 ZBTB20 GPATCH2L CNTNAP2 PKHD1L1 ALCAM FEM1C PIK3CB PATZ1 PTPN11 RYR2 ZNF28 FOXO1 CXCR3 CDK19 CTNND2 ITM2A CWC25 KCNQ3 BPY2C WDR64 BPY2 CLMN PIK3C2B JMY TRPC6 IMPACT DGKI SLC25A32 GRM6 KAT6A C21orf91 STK39 GRIN3A GADL1 ZNF800 MIR4684_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4684_5P CXXC5 CTCFL DNAH14 PLCXD1 DRC3 RGS5 SLC30A7 TRIQK CHRDL1 CCDC51 PDK3 ZFP2 USP28 CD109 KDM2B LRTOMT ZNF250 CNTNAP1 SCOC ANP32E SRPX OGFRL1 ZBTB20 ADGRG1 ZC3H12B PAIP1 CASP10 ZNF195 GLIS3 ZBTB10 PDZD8 GATA2 USH1G SLC16A7 ZNF33A CIPC DHX36 GINS1 NFYA GXYLT1 TRMT10A ATRNL1 ADAM12 REPIN1 ORC4 SPATA31A7 GUCY1A2 ORAI2 ZNF490 USP1 MYPN SNTG1 ZNF737 PTPN11 GNA13 HPSE ZNF302 PPHLN1 TATDN3 ZNF850 CEBPZOS TIMM50 JADE2 NUDCD1 APBB2 PNO1 ZFX UMPS MDGA2 GATAD2B GID8 SPATA31A6 MS4A1 MIS12 TMEM248 RAB11B ZNF99 EIF5B HYKK EPB41L1 FAM122A SLMAP STX2 AMMECR1L HMGB2 GDAP2 JADE1 SPATA31A3 SPATA31A1 PAICS ANOS1 LRP8 AMTN STARD4 NXT1 LURAP1 SLC6A1 IGFBP3 TTC14 KLHL5 GABRB2 CRYBG1 DLG3 SLC4A8 ZNF677 COX15 GOLGA5 ZBTB38 RIN2 WIZ UVRAG RHOBTB3 ZEB2 YME1L1 GALNT15 DNAJA1 MTFMT SOST PCBD2 ELK4 TDRD10 MALT1 MATR3 CPSF7 RBBP4 ANO5 ZNF181 FRY SYNPO2 ADAMTS19 ABLIM2 HSPD1 UGCG RPS20 ATXN7L1 TOR1AIP2 ASH1L LPIN3 NYNRIN ZNF479 RDH12 CD1D ZNF705E PPP6R3 SPATA31A5 OSBP PDE4B CCDC6 RTKN2 VEZF1 APELA RAB41 TAB3 FAM199X MYOZ2 JCHAIN SHANK2 NTNG2 PDE6A RPS6KA3 PDZD9 KRTAP19-6 SHISA2 GK5 KLHL24 RNF44 TMEM236 MEOX2 NOL9 SCML2 TCF24 SCIMP IRAK2 ANKUB1 RDH10 RBM8A PPP1R14C AKAP9 FGD2 ALG1 ZNF776 MIR6768_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6768_5P MED15 NR2F2 SIKE1 UBN2 TLR2 BCL9 UBAP2 CARD10 KLHL13 ZNF605 CD164L2 NAB1 R3HDM1 C6orf136 ARHGAP12 SAMD4A UBR5 NREP CD81 SPINK2 MAP4K4 RAD50 TP53INP2 CBLL1 SRSF10 PIEZO2 FCGR3A PRDM1 PSD3 TMEM158 PLEKHB2 OSBPL11 SLC16A12 ZNF124 GRIA4 FZD1 SRSF6 DNM1L CSNK1E CSDE1 TNRC6B SUSD6 MYO18B ROCK2 SLC18A1 FOXO4 SGSM2 PUM1 MOBP PITX2 TRIM71 PCMTD2 CX3CR1 ACVR2A PLAA PI15 BRPF3 MKX CHD6 ADAMTSL3 CNOT6L NEDD1 FAM104A ZFHX3 RRM2 PJA2 INPP5K ZNF385B SMAP2 PRKCD DENND5B ADAMTS15 SEH1L CCDC50 TP53INP1 ZFHX4 NWD2 ADGRB3 INO80 COL4A1 RMND5A DNM3 WDFY3 ZZZ3 HSDL1 KCTD20 MIA3 MAP7D2 TRHDE SYT1 LRRC1 RNF145 GLIS3 TTC29 ZCCHC18 DCAF7 ADCYAP1 TMEM64 BRWD1 CEP350 RAB6B CDKN1B PHF6 ZNF792 SNX8 ZMIZ1 DOCK4 SPOPL RIMS2 RAPH1 INTS6 MGAT4A ARHGAP21 KPNA1 ITGA6 SMCHD1 DYRK1A NIP7 LIN28B NGFR WBP1L PSEN1 ZBTB46 PLPP3 RAB14 CTCF RBPMS2 NECTIN3 EDIL3 CHMP4B ABAT HINT1 NEURL1B BEND4 TENM4 NF1 ABCA1 GLCCI1 HSPA1A DCK CELF1 HDLBP RGS7BP RAI1 IGF2BP2 HOXA7 KLF5 FMR1 TPTEP2-CSNK1E PCSK6 NKX2-2 WAC TRUB1 ABL2 GNAO1 ADH5 NAA16 HNRNPA0 SKIDA1 EIF4ENIF1 SNX30 ZMAT2 WDR7 GPATCH2L UBE4A HERC2 MAP3K8 CRISPLD2 ARHGAP17 ZEB1 LATS2 CXXC5 NAA30 SFRP1 CAMKK2 KCTD4 PTBP3 SNX12 WDR82 HECTD4 SYNPO2L B4GALT1 CHAF1A APC WNK1 MXD1 NCOA4 KLC1 CNST ADAT2 GRPEL2 CTBP1 FAM151B GSK3A ARHGAP35 ZMYM6 DOCK3 TET1 MIR361_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR361_5P HFE CCDC169-SOHLH2 CCNYL1 ZNF148 ZNF160 PDE4B C2orf78 ELOVL7 RAB3GAP1 RNF11 HOMER1 USP44 CCDC178 VEGFA ZSCAN32 PARP11 SEC31A SYNCRIP FGF5 RRAGB XRCC4 ANKRD33 EDIL3 BTF3 ZNF804A OPTN NR4A2 NFAT5 RHOA SLC24A2 DERL2 KPNB1 CSNK1G3 LGR4 CAB39L RDH11 GAPT ELL3 MTX3 SDCBP THUMPD1 ELMOD1 FUT9 SLCO6A1 SCAF8 CPOX SP1 ERC2 PROSER3 PIK3CG PRICKLE2 EFHC2 ABHD3 ZNF510 STEAP2 CYP2U1 PDE4D CCDC58 TIPIN PLD1 CAPN6 BLMH ADAM18 CSTF1 PROX1 RNF4 MEX3C NFE2 CDYL2 PCGF5 SLC66A1L HSP90AA1 NAALAD2 CDC123 OGN ZBTB40 ERCC6 CREBBP DOK6 ARRDC3 GNA13 ZBTB18 ANO6 MAP2 PANX2 FAM122C UTP15 STARD5 GLRB ATPAF1 KCNJ3 EIF3A GOLGA4 ZDHHC13 WNT7A CREG1 GPR155 ATAD1 KLHL7 SLC39A9 RAB28 MAP10 YIPF4 DYNC1LI2 MEF2D ZNF516 SERP1 RANBP17 GEN1 C12orf50 ZNF460 LACTB PCDHB4 SLC10A1 TSR1 ABCB10 GSTA1 CCDC28A-AS1 LURAP1L AAK1 NIPSNAP3B RAC1 WARS2 CSMD1 ARGLU1 CLDN22 UGT2A3 BMPR2 HOOK1 MTRR DEXI COPS7A GSTA2 WDHD1 CNTN1 PLPPR4 AK5 RAG1 AWAT2 DR1 TFAP2B ZMAT3 MERTK PABPC4L MECP2 DCTN6 PCYOX1 NXPH2 WNT3 ZNF492 TET2 SMG1 SYT10 CKS1B C6orf58 CDS1 FKBP14 SOWAHC FGF7 INTS8 TET1 ENDOD1 MIR4742_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4742_5P CREB5 BTBD3 FAM200B PRIMPOL CRIM1 CHL1 ATG5 TSHZ2 PARP11 SNRPN CDC42EP4 TM2D3 BIN1 SORBS2 CCDC117 RPF2 MIEF1 CCDC152 FUT6 SLAIN1 ESCO2 SV2B GPR63 CREB1 ZNF608 AK2 NBPF11 LDB3 ACBD5 IMPA1 ST3GAL6 CYB561D1 U2SURP PRLR VGLL4 CTTNBP2NL PHF2 RB1CC1 LOXL4 NFIX GRSF1 ZNF365 GPAM SREK1 EGF ZNF652 EPM2AIP1 DCLK1 DENND1B RC3H1 CLTC TAX1BP3 SH3BGRL2 SHLD2 AP3S1 CRPPA EIF3J SEC14L5 FBXO8 MAFB HKDC1 LPP UBP1 OIP5 OPRK1 GLIPR1L1 SEMA4F COL21A1 SPECC1L CACNA1B AMMECR1L PCDHB13 PRR14L RMND5A DOLPP1 MAP2 EMCN ACTR1A NAV1 SKI STAG2 SERINC5 PYHIN1 SLC8A2 TNFSF14 EGR1 CEP41 FAM218A TFDP1 NSF INSR MORC3 LEF1 TNPO1 FOXC1 MCTP2 MBD2 SEC61G SSBP2 FJX1 RABGAP1L PHKA1 DGCR2 AZI2 ATP11C STOX2 AMER3 JMJD1C TACC1 PDGFB RAB1A ITPRID1 SYT1 PRKAA2 TARDBP BNC2 PRKAR2A ENO4 SEMA3A RIMKLA SLC39A10 MINDY2 TBC1D28 THOC2 GLRX5 NDUFA6 HINT1 HERC1 XPO4 BSDC1 GPR37L1 ZPLD1 GLCCI1 IER3IP1 IRS2 PPP4R4 RNFT2 PCSK7 UGGT1 HMGN3 MKRN3 SOX6 OTUD7A ATXN7 BRD8 FBXW7 ANKRD18A PSME4 LSM11 ZBTB20 MAP2K4 PLXDC2 RNF123 PDE4B LRRC8C KSR2 NMT2 DNAJA2 YY1 CCL5 SNURF MAN2A1 RSBN1 FOXO1 CRACDL ORC5 ESR1 INO80D ARHGAP28 STRN FAM133B USP3 CYRIA ACTR1B HTR2A ERGIC2 NKIRAS1 CSDE1 SLC16A14 MIR8065 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8065 MAX GSTM4 ABL2 ADAT1 PDE6D MRS2 TSPEAR SSR3 COL4A5 KLHL28 ZNF286A ZKSCAN3 RHOH SH2D4B PLEKHB2 NUDT19 PTAFR THRB ENAH ALG13 CCDC90B ELMOD2 NPC1L1 FDFT1 RNF41 PTPN20 ARHGAP29 CYBRD1 ST6GALNAC3 NBN FAM126B CACYBP TOP1 CHD2 NR6A1 SPAG1 NR3C1 MBNL1 DLG2 SHROOM3 NANOS1 MARS2 FGD1 KCNT2 ABHD5 LRRC31 LUC7L3 KLF8 LIN54 TNFRSF19 ZNF354A PLCB2 INSR SULT1E1 PRR27 ABCB11 HTR7 SGIP1 POLR3F FOXH1 CTDSPL RNF111 DUSP4 OIT3 SLC6A5 GUCY1A2 CELF2 DNM1L NCOA2 VTCN1 CDK9 PPT1 SIGLECL1 DEPTOR NECTIN2 STIMATE SVIP RAB11FIP1 PHB2 LRCH1 STRBP FKBP3 CRBN NLRP11 EIF2AK2 ZEB2 SHISA9 PROS1 SERPINA10 NUCKS1 PDE8B SPTSSB SPC25 FAR1 FMO5 AS3MT ACAT2 NIT1 NOLC1 KDM7A RIMBP2 ALDH2 PAK3 GANC ZNF704 RIOK2 VEZF1 HLTF BTC BAZ2B YY1 TUBGCP5 HDAC4 CNBD2 HIC2 LYRM4 SMURF2 EML4 PRELID3B AAK1 AL353753.1 CLCN5 ADAMTS6 EYS RASAL2 ATG7 CCNE2 PSMC4 EFCAB14 LACC1 ZBTB4 CBLN1 KLHDC10 RNF149 IL1RL2 KAT6A RNF212B PDZRN4 DMRT2 NCL MED20 CHST14 SF3B1 SOX8 PPP3CA ATP11C ZNF286B PIKFYVE PURA MIR1236_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1236_3P NR2F2 CHST7 LTBP1 KCMF1 ELAPOR2 CAMK2G INPP4B NR2F1 REP15 ANAPC10 CCDC178 TMEM178B CHL1 ABI2 SLC24A4 DGKH SLC44A1 AMER1 ASB11 ANKRD13A ZDHHC3 GRIA1 ETNK1 PPP1R9A ADAMTS9 ZBTB20 IPO7 CRISPLD1 RBM12 CNOT2 TOM1L2 CENPBD1 FAM20B FER1L6 FAM9A MYO6 PACRG GPM6B SP1 PDX1 KIRREL2 C1orf115 ACTN1 MAEA CYRIB ABLIM3 PCGF6 ARID1B USP48 MAK16 RABEP1 ENY2 CRX ENDOV HMGB3 GRSF1 IFNAR2 PCDH11Y TNRC6B ZNF766 PIK3C3 PCSK2 GLRA1 PDZK1 ZBTB43 RDX SERTAD2 CASK COL11A2 CYTH1 MYSM1 FMO5 CNOT6L CDH20 TPT1 PRMT3 TXLNB CTSC SORBS3 JUND MYCBP PDE1C ZNF704 PLEKHO2 WDR81 HECW2 WDR3 SEC22C SLC26A11 S100PBP APBA1 TMEM263 UTP15 ZNF516 ZNF705A DENND4A CASC3 FST YAP1 SART1 VPS53 GPR182 ZNF708 PLEKHA3 ZNF543 DCAF1 CDADC1 TCAF1 IVL FBXL2 FCHSD2 SLC37A3 KLHL5 SSTR3 FAM221B TPR EOLA1 ZNF106 SLC9A6 PLEKHA2 PLP1 UBR7 PAPSS2 AMIGO1 NIBAN1 MYO5B RHOBTB3 TACC1 RGS1 BCL2L13 PNP MIB1 WIPF2 SOGA1 F5 CSMD2 NCKAP5 XIRP2 RAB10 HIPK2 DOCK5 TM9SF4 ZBED6CL ZFAND5 CPD PLEKHG4B BEND6 CYP4V2 POLR3A TBC1D7 CCSER1 ARL3 YTHDF2 FAM76A TMEM161B MNAT1 RTF1 IFT122 PCDH15 EMC2 MRPS35 ERGIC1 AMMECR1 CLEC16A SERTM1 TACR1 IL10 ZNF705D PTPRT HTR4 ZNF705E GALNT6 FAM120C C15orf48 EREG ZNF684 ASCL4 GPC4 MAP10 ACAN BTRC BHLHE40 GALNT1 INO80D SREK1 NSD1 ST8SIA2 TMEM209 WEE2 RASGRF2 ACTRT3 RABL3 MAGEB18 TSR2 ZNF721 DLG2 PAG1 MIR4713_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4713_5P IPO5 ZNF568 ZEB1 NEK2 GPRC5B SNAP23 HOMER1 NDC1 ADAM19 MLEC TTC26 FSHB ARHGEF28 CACNA1E LBH ZMYND8 ZNF182 ZNF577 C1orf198 CNOT7 NKX2-4 MYB PTPN20 INPP5A FAM47E-STBD1 LNPK IKZF2 TET3 SV2B TASOR PDE7A TP53INP2 PAPPA POM121 CYP4A11 TDRP THUMPD3 FAM32A SET DCAF6 SLC30A5 ZNF596 ZNF135 ENSA CDK13 ZBTB4 TNRC6B C1orf21 EDEM1 AHI1 ATP8A2 HEXIM1 PRR3 NFASC PERP LDLR DUOX2 FADS1 MTCH2 ZC3H14 MYOCD FRAT2 EIF5 OSBPL9 PSTPIP2 CYTH1 CD36 ZFX ZNF25 CHRNB3 POM121C SCD5 KRBOX4 GPR26 NOVA2 RAD54L ZNF99 DENND4A SESTD1 C22orf46 SLC49A4 ZNF700 GOSR1 CYP4X1 ATP6V1H SHC4 PIK3R1 ADIPOR2 ANKRD12 ARL6IP1 UBE2J1 NRCAM PALD1 TMEM108 CDKN1B PRSS35 SPOCK1 SPOPL POF1B MEGF9 SYN2 SRGAP3 SMC3 DYNLT1 DACT3 SYNPO2L PARD3B CPD CHD2 GGNBP2 PIK3AP1 NLRP7 KCNE4 MRPL36 SMDT1 ZSWIM6 SAXO2 ZNF589 LRRC58 FAM71F1 DOK6 SZRD1 CACNA1G TADA1 IHH SNX30 ZNF385C C15orf48 EREG AGAP1 RAB9A H1-0 TAF5L ZHX2 KMT2A DYRK1A TGIF2 ZNF37A ZFP91 TRIB1 BSN PSMB6 CDH7 ZFP1 ITGAX ELOVL3 VPS26B IRAK2 FTO KAZN PPP1R1A ZKSCAN3 CNTLN SYNJ2BP MIR5701 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5701 ZNF568 ZBTB44 GHRH ZEB1 VCP GOLGA6L9 CSRP3 DTNA GADD45G AEBP2 FGFR2 THEMIS BCL10 PACRG GALNT18 MLXIP MAP1A CNTN4 NIPBL PLRG1 COPB1 PRKCSH SLC25A20 NETO2 ZNF75D PSMA1 FBXL3 MT3 CCND2 BRINP3 AMELY MYH10 ZNF780A PARP14 SLC16A10 DPAGT1 GOLGA8Q ELAVL4 TEX9 PRDM8 STAU2 HSPB7 NRP1 AMOT AMELX CACYBP POFUT1 GRP SLF2 RALGAPA1 PRSS36 TSHZ1 MT1E DCTN3 RAP1GAP2 ANKRD36B LLCFC1 KIAA1191 PGPEP1L SYNGR3 ELK3 RAI2 GOLGA8T RXYLT1 RAB2A SLC30A5 KRT17 ATP1B4 MRPL35 UPP2 GBP7 TP53 RNF7 RTP2 RGPD1 GOLGA8H RB1CC1 LAPTM4A CBFB NHLRC3 CAPN6 DCUN1D5 RGS18 CALHM5 TPGS2 ZNF385A CCDC126 ATP6V0D1 DOCK2 ARHGAP20 MAJIN ZNF585A GLIPR2 VSNL1 NKPD1 GOLGA8R DDIT4L TXNDC5 NECAB1 GSPT1 ETV3 ATXN1 SH3BGRL2 ZNF644 CLIP2 SLC22A23 ZEB2 SGCE NIN RAB3C PCLO ZXDB INTS3 UBE2E3 REPS1 SPINDOC MRPS18B GNRHR SGMS1 ZPR1 GOLGA8J EIF3A PSMD3 ATP1B1 STAB1 OLFM1 TNFRSF9 RFLNB PHEX TRIM23 CCNT2 CST6 PLPP7 STRN3 COL26A1 GOLGA6L4 DENND4A TET2 LYRM4 KPRP TWF1 ABRAXAS2 GOLGA6L10 GABRG2 SEC61A2 NR2E3 GRB7 SERPINB5 IWS1 MN1 COX8A SNRPF TXN DICER1 ATP2B2 ZNF516 UBFD1 SNAI2 SLC25A53 GFPT2 ATP8B1 ARNT2 UROD CFL1 SGCB MRPL37 LURAP1L SNRPB2 HERC3 ZNF777 KCTD4 UHRF2 NAT16 FAT1 GOLGA8M PPP1R3A MMAA ABTB2 DDX46 HRNR ETV5 ADIPOR2 GABARAPL2 PPP1R9B PALM2AKAP2 GOLGA8N NUFIP2 TENT5A ZNF714 PDIA3 LRP2BP CHAC2 PABPC5 CDKN1B NCMAP C16orf82 ARID2 CKMT2 DOK5 PIGQ NDRG2 MYO10 SEMA3D CAT MLIP IL22 UBE2D3 UHRF1BP1L QSER1 NR1D2 MIR6797_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6797_5P ITPRID2 LILRA1 AP1S1 SPRR4 AUTS2 STEAP3 CDC27 C20orf96 GSG1L NRN1 RETREG1 FAM155B NRP2 PIANP PITPNM3 IRF2BP1 CREB3L2 RAPGEF1 NIBAN3 ADD1 C1orf210 TFDP2 PDE4A C1orf198 INO80C XYLB STMN1 SLC7A5 TOM1L2 KLHDC8A ATP1B2 COLCA1 RUNX3 COP1 TP53INP2 IQSEC3 PDX1 SYNGAP1 NKD1 ADAM12 CYB561D1 HPCAL4 ABTB1 PHYHIP RABGEF1 FCGR1B PI4KB EYA3 SMARCC2 CSN2 INKA2 NFIX NAV2 LASP1 TNRC6B IMPDH1 ZIC4 DTNB AKT1 CD200R1 DNM1 S100A16 FNDC5 WDTC1 CUL4A RIMS3 GATA4 HEBP2 C17orf77 ABCG4 PLEKHO2 F9 SPRY4 PAQR4 SH2B3 ATRX NOVA2 TMEM184B LPO SIPA1L1 SLC1A5 NFAT5 TRIM67 RPGRIP1L VSTM2B DAGLA GFAP RHOC CTPS2 MAP3K9 SLC8A2 POLR2F BCL9L ARHGAP6 GIT1 C18orf25 GNAO1 CNNM3 ZFP64 EDC3 PSMB2 RPA1 NIBAN2 KCTD2 UCP2 PDE1A OSER1 ZMIZ1 SYP ATXN2L LZTS1 UBE2D3 LMOD1 FARP1 F12 WIPF1 TAPBP CLIC5 SOGA1 CDC42BPA CDH26 NPLOC4 RORA UBE4B SLC25A20 DYRK2 ZNF703 PLXNA4 PARD3B SEMA5A FMNL3 NPTXR IL2RG TENM4 NDUFA4 SMARCD1 PSME3 POU2AF1 HMGN4 KCNE4 YBX2 MROH9 ZBTB7C RAB12 MEX3A SHC3 KCNC1 ISCA2 ZNF333 DUSP4 WIPF3 RPH3A SLC9A9 CCDC34 CASQ1 BCR RNASE13 SH3PXD2A KSR2 GPATCH2L RAB30 BRWD3 TNNI1 ARID3B ULK2 AGXT IL17REL PACS1 NACC2 ADCY7 RAB11FIP5 CFL1 AAK1 SREBF2 KCNIP3 INO80D VAX1 ANKRD52 E2F1 HECTD4 SLC24A2 UBQLN4 LENG8 PRR12 SDC3 NPTX1 FILIP1L VWC2 POU3F4 SMPD3 SDK1 CD3E KRT75 ZNF827 DSCAML1 ZDHHC9 SSH1 IL17F MVB12B CSDE1 SFMBT1 MIR3679_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3679_3P ZNF217 ZNF148 CAMK2G FYN FAM155B ZADH2 HOXA10 TMEM178B BCL9 MARCHF7 LRCH2 GEM KIAA0319 NCOA1 R3HDM1 U2SURP TNS1 ELAVL4 OPHN1 LRRC8E GLIS3 ADAT2 MKNK2 HAUS6 UNG GALNT13 KRTAP3-2 MED22 TPD52L2 AGMAT EPSTI1 KLF7 NRXN3 HACD1 MTA3 SET FAM126B STXBP5 TIAL1 OSBPL3 SCARA5 MKLN1 LONRF3 APLNR NCOA2 TMED2 UBE2K PDCD6IP SLC16A6 ELOVL5 SOCS4 ZDHHC17 RC3H1 NSD2 TNFSF10 INTS6 CTPS1 TATDN2 CLTC SOX4 RFC2 AKAP13 DPH2 MRPS24 RO60 GABARAPL1 NAA15 BACH2 FUBP1 GPX7 PM20D1 CACNA1C MEF2A CHML NUBPL UGT8 XG APH1A ILK PLEKHA1 PPM1B NFAT5 DTWD1 FST CPSF6 TP53AIP1 SLC25A37 VPS13D ARHGAP19 FRMD4A TMEM251 BCL11A PSMD11 HLA-DPA1 ILRUN AKAP6 ZNF263 ZMYM2 TRIM44 OSTF1 AACS USP29 KPNA1 PPP4R3A SCN8A MED20 CFI PLEKHF2 ITGA2 ELMOD2 TOX2 NCAPH SPON1 IGF1R CCND2 MACO1 XPR1 SELENOT ZFP36L1 MED23 C1QBP B3GALT2 MGAT5B SPTLC2 DNAAF2 TMTC1 EPHA4 CTNNA2 ELAVL2 C11orf58 TNRC18 SIK2 B2M HEBP1 PTGDR2 SSBP3 MTAP MSL1 RUFY3 PRSS12 TNFAIP8L2 VEZT CD160 RNASE13 CDR2 PARD6B SMAD2 PRCD KMT2A AAK1 RPP30 ZNF37A NSD3 ABCB5 USP9Y GPBP1L1 CYP27C1 IRX2 TMEM167B NUFIP2 HIPK1 CCN2 JADE3 OTUD7B MCTP2 MIR4778_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4778_5P SIX4 SLCO1A2 KERA PIAS2 IL6ST ATP11C MARCHF6 PRRG1 HOMER1 ANK3 DICER1 CGGBP1 SGCZ SPATA6 GRAMD1B SETD9 PSD3 SLC12A6 PHTF2 RBBP6 CRIPT CNTN5 FAM91A1 USP2 GUCY1A1 EBF1 TMEM132A CREB1 GXYLT1 PRMT9 ABCG1 CANX FAM229B KRIT1 ARHGAP5 CCP110 RORA NKAPL KLHL13 FBXO32 EOGT PDZRN3 ANKHD1 MYT1L FBXO25 NFE2L3 PLAAT3 CCNT2 RERE SRRM1 MBD5 KCTD18 TMF1 SMAD4 CNMD AEBP2 ALCAM ANKRD6 PCDH9 RCAN3 CLIC1 MTSS1 ARNT CD164 PHLDB2 MON2 SLC6A4 NPR2 NRARP ASXL1 PJA2 PKN2 DBF4 GTPBP2 LY75-CD302 TMEM248 ITCH SNX13 HMGCR SLC36A4 SAMD13 GRIN2A UBE2N CCDC71L UBE2B EPB41L3 FAM155A NRIP1 SLC30A4 EZR SH3GLB1 YWHAB SMC2 DENND1B RCC1 CYP4X1 PCDH7 DPH6 PIK3R1 ZNF616 NDUFB3 PLCXD2 PPHLN1 DSTN DNAJC25 RNF180 HGH1 GSTT2B FJX1 NUP58 KMT2C N4BP2 GGCT SPHKAP TAF1A ZMYM2 MYO5B ARFGEF1 NFAT5 ITGB8 CD302 DLGAP5 CCDC180 UBTD2 MXRA5 EFCAB11 ZNF267 TMED7 ELMOD2 CHMP4C NAP1L4 TRABD2A ABHD5 PTPRQ ABCA1 ABCD3 C2orf49 GPALPP1 AKAP5 ZNF711 CFAP20 TRDN ABCC2 MAP4K5 PBX1 SLIT1 ZIC1 HDGFL3 PDE4B GLUL USP49 ZC3HAV1 LSM8 MED13 SLC7A14 ZRANB1 RSF1 ENPEP KLLN INO80D GNG12 CNTNAP3B HECA LIMCH1 ZNF160 UNC119B BRD3 ABCB1 BICD2 QPCT USP34 SLC24A1 CCNG2 LSM14A TMA16 MIR514B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR514B_5P PRDM16 ITPR2 GABRB3 ALG13 TRAM1 UPF2 RBM39 IRF2BP1 ABLIM1 RNFT2 SYTL2 ARPC5L FOLR1 CLEC1A HNRNPR ZNF273 CCDC47 PPP1R9A ZBTB20 SEPSECS PHTF2 PPP4R3A IBTK NCK2 THPO GPATCH2 TRIM37 STAMBP BCKDHB SIRPB1 GXYLT1 FCF1 GASK1B KCNAB1 ATP6V0A2 HEPHL1 IGF2BP1 NFIA LTBP1 UBE2K PLEKHH2 ARMC8 ABL2 NCOA3 COMMD4 KCTD12 RC3H1 PTER SMAD4 FBXO45 POGLUT1 BCLAF1 KRTAP2-3 ZFP69 PI4K2B MPZL1 TMEM33 LSM2 RUNDC3B PTGR2 ZNHIT6 INTS5 UBE3A CCSER2 ZNF264 SLC36A4 RNF41 COMMD2 KLHL11 PDE3B SLC26A9 BTG3 ANGPT2 GMFB ADAM9 PLEKHA3 EIF2AK1 UBR4 GNG2 SEZ6L SKIL SLC30A8 MET SIKE1 HYLS1 CKAP2 MAT2B MCTP2 SYPL1 STK40 BRWD1 RABGAP1L TADA2B VGLL3 ZNF283 ZNF90 AP1AR HMBOX1 PEX12 MRPL44 RASGEF1A ZNF730 TMEM123 LRATD2 SRGAP2 PRKAA2 MTMR4 GPM6B BRCA2 NBEA CLIC4 LRBA ZYG11B DLX1 KLHL20 TIPRL TM6SF1 DVL3 SAMD8 AGO1 MINDY2 NIPAL4 AGXT2 ATP11B RAI14 MAP3K2 SHROOM3 NDUFA4 ZNF711 TIFA KATNBL1 GPR158 DAPP1 SLTM TRMT6 RNMT ZNF100 GON7 NECAB1 ZNF680 GPR137B UACA CNTNAP2 PLXDC2 RFX3 NAA50 KSR2 TOB1 IPCEF1 RCN1 BRI3 SYN1 DBP RREB1 PTRH2 YTHDC2 ZNF318 CLDN22 VAMP1 TMEM64 KCNQ3 CBR4 SIPA1L3 NFYB ZKSCAN2 VCPIP1 PTPN4 MARCHF3 GPRIN3 ACER1 NUFIP2 PPTC7 FGF21 SBSPON DNAJC15 ANKS1B SRR MIR11181_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR11181_3P OTP KLK12 SPRR4 SCFD2 PDE6D PTK2B DBNDD2 MTSS2 GRIK3 PFKFB3 KPNA3 CHRDL1 TCF4 LINGO1 CNTNAP1 PDE4A ASB16 GSE1 HEYL CD164L2 COX10 KAT7 ANKRD40 CORO2B XYLB TNS1 KIRREL1 RAD54B ZBTB45 AHDC1 GRIN2B TIMP3 ZIC3 HOXC4 SERPINA1 LHPP BICDL1 EPSTI1 NUTF2 KIRREL2 PDX1 FXYD3 SETBP1 ADAM12 GPR107 HNF4A ADGRG5 KLK4 MDM1 AGO1 PRLR CHMP1A SP6 UPK1A PML TPCN1 NFIX LMLN CACNG7 MYO1A TLCD3A CXCL12 DNM2 GFRA2 POU2F2 ZC3H12A SGPP2 KDM2A FBXO21 PLA2G3 CLSTN1 ZDHHC9 EZH1 RAB5B GABRA3 LSAMP ISLR2 CSF1R ABCG4 IKZF4 CNNM4 ZNF710 SYPL2 YWHAG UNC5B ATXN1L VAMP2 CD34 NOVA2 KAZALD1 KMO ZNF396 LYSMD3 TEX2 TRIM67 CCDC28A-AS1 HLA-DQA2 NAV1 SKI POLR2F GTPBP1 PSD2 C1orf226 NDEL1 CNTFR C5AR1 GALP SLC38A7 URM1 ARAF TESMIN PSMD11 LAT2 ARID1A SPTBN4 SLC4A8 SEC61A2 CPLX1 PPP1R12B DGKD STK40 HDAC5 RUFY4 SHISA6 SIX3 N4BP3 CFAP77 KIAA1671 ELK1 BCAM GPR62 ZNF784 LRRC8A HOMER1 NBR1 FAM78A PLP2 LRATD2 KCND1 CADM4 TMEM265 SOGA1 TANC2 PLPBP BRD4 DPAGT1 MYCN ISM2 SDK2 TMED10 DENND1A CAPN6 ZNF436 HOXB5 FAM102A NDUFA4L2 PCDHGA12 SP2 RPH3A G3BP2 RIBC1 GLG1 COL4A6 CTDSP1 CCL4 C3orf80 EN2 LAMC1 FAM78B WDR59 SERPINA6 SERP2 POM121 CEACAM6 KPRP VPS25 FAM169B SOCS7 C11orf87 SYNE3 PAXBP1 SHANK2 GPATCH1 SEPTIN3 GAB2 HLA-DQA1 GLT6D1 RBM20 ZNF444 SLC18A3 INO80D TMEM26 TRIM66 RND2 ST3GAL2 PRIMA1 COL27A1 DLX3 CDX1 LHFPL4 RPRD2 CACUL1 ARID2 SDK1 RAD51B LMO7DN PTPRT FAM117A LRP4 MIR187_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR187_5P SMARCA2 TCF12 BTBD3 SLC25A21 ZNF148 SYNPO2 PTPRR MACIR ARHGEF7 HDGF GNB1 ADIPOR1 MARCHF6 RBPJ MYLIP TNRC6C CRTAP NBEA FGF14 NCKAP5 SRSF10 SYNCRIP TBC1D22B FUCA2 CNOT7 MAPKAP1 ACAD11 TGFBR1 RNPS1 TRABD2B ZNF326 AADACL2 SEPTIN14 PPP2R2A SECISBP2L CMTM4 BRINP3 IPO7 KDM6A FRS2 SNAP25 PAIP1 MARK1 RGS7 MIER3 TP53BP2 APOLD1 SALL3 TCF7L2 ZNF385B HECTD2 RALGAPA1 CYLD SLC26A3 PHF12 UBE2E3 ZMYM2 PEX1 BEND4 BSDC1 SCD5 PSAP PIEZO2 ANKRD17 GABRA1 SLC4A4 ABHD3 U2SURP AIDA PHF2 FER CDH2 YTHDF3 ZNF805 PDIK1L PLCL1 IGDCC4 SLC4A7 MYT1L SMOC1 CALHM4 DLD DEPTOR CASP3 SLITRK5 RASSF8 EIF2AK3 SEMA4G LHFPL2 LRRN1 TMPRSS3 FAM53B GSPT1 ATXN1 MMD2 CD8A VPS54 MYO16 EIF5A2 PCDH9 PRKCH YTHDC1 MKI67 YAF2 RIMS3 SOX11 CLVS2 SDC2 MON2 HNRNPA0 ATP1B1 ATAD2B HOOK3 COPS2 ZFHX3 DCLK1 GATA5 TTC28 ZNF704 TMEM165 CPEB4 RUNX2 TOX NUP35 DAAM1 CPSF6 THSD7B DICER1 RB1 RANBP2 FAM193A SEC62 MAML1 GBE1 GTF2B CRHBP DENND1B GK5 ERBB4 SUN2 PTPRZ1 TFAP2A ZNF616 UBE2W ZBTB49 RNF44 KLF7 FLT1 RFX3 FBXO22 DCAF7 ODC1 TTF2 TMEM132C SACM1L CDKN1B TEAD1 LSM14A DMRT3 NDUFB5 SALL4 ZFP36 E2F2 TMEM87A DDIT4 CNTLN RAP1B DYNC1I1 MIR4802_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4802_3P SLC25A16 PCDHA2 ZCRB1 MIB1 AFF2 GRIA2 ZEB1 HOXA13 PTPRR MNT TXNRD1 STUM C6orf118 KLC4 HOMER1 MED29 CERT1 PCDHA10 MIER3 NDUFS4 COLEC11 GATA6 EXT2 KCNMA1 ADGRF3 RAI14 GAPVD1 NCAPH YWHAZ NREP KCTD18 PIK3C2A CEACAM1 ADRA1A TMX3 SDCBP PCDHA13 UBE2QL1 NRXN1 PAQR3 CAST HTR3E IQCA1 GPR171 BUB1 CYP26B1 CADPS HAP1 COPS4 NUTF2 CADM2 CBLL1 NDST3 DPH6 PLCB1 CCSAP METAP2 RGMB PCDHA12 SLBP STXBP5 PNRC1 FOS SOX2 CDH2 UBE2A ZDBF2 ZFP36L2 SLTM MEIS2 PCDHAC2 IPP SATB2 BAHD1 CTDSPL2 MAGI2 USP21 GABRA2 PCDHA11 GNS ZDHHC15 TRPC1 NEMP1 PPP1R8 FAM214A DNAJB1 PCDHA7 MLLT3 UTP15 PCDHAC1 FAM227B CHD6 ADRB2 SOX11 MTCP1 MAPK9 FBXO8 PCDHA1 ANKRD34C GABARAPL1 ELK4 TMCC1 ANGEL1 CDC42SE1 ACKR4 TWF1 KHDRBS2 C7orf61 RAB11A VPS35 PCDHA6 FGL2 HS3ST5 PDCD7 SEC62 CSF2RB DOP1B MPP7 PRR18 PCDHA5 SLC2A13 KLF3 RHOJ CAMKK2 NFIB WDFY3 NRIP1 ZNF124 MAP7 TACC1 WDR82 PCDHA9 KRTAP4-12 RABGAP1L TUBA1B ARF3 PITX1 LENG8 NUFIP2 KANSL1 CREBRF PCDHA8 PCDHA4 FAM228A CEP350 ANKRD34A WDR26 PCDH1 AJAP1 KCNH8 ZFYVE28 COL15A1 FBN1 MMP25 PCDHA3 CREBL2 MOXD1 KIF5C LAMP2 NMI UVRAG MYOG CFAP300 RYBP RASAL2 ACAT2 MIR520E_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520E_5P AGFG1 SLC4A10 EXOC6B STOX1 PIAS2 C1orf112 SLAMF7 CRNKL1 MIER3 SLC24A4 GRIA2 TMEM9B PURB SPP1 PCMTD1 PPFIA2 GALNT3 PTBP3 ETNK1 BMI1 CD86 CMTR2 MRPL19 HS6ST2 BRINP3 FAM149A FAM122C YAP1 DYNC2LI1 FUT9 EFR3A LYZ TAX1BP1 ZIC3 CEP97 YPEL2 REEP1 ZNF608 DPY19L2 DLG5 MTX2 RALA KLHL8 ISG20 MRS2 PREPL PDP1 GUCY1A2 USP46 YTHDF3 PCGF5 RERE NSL1 IL1RN ARMC8 NPR3 ZFP1 SENP8 PRTG ASPH ZNF680 MYO16 COMMD3-BMI1 TMEM59 NLN MTSS1 CHD6 FAR1 SYT4 CAVIN4 FAM107B RAB5B TAFA5 SPIRE1 LRP12 SLC25A13 HSCB GABRG2 F9 PLD5 BNIP2 WDCP PPP2R5E MOSPD1 CA8 ZBTB6 CARD8 NEDD4 SMURF2 REL UBE2Q2 ODC1 PPP4R1 HIPK3 DEPDC1 ABRACL PGM2 TNFAIP6 DTD2 SLC37A3 HMCN1 LRRC1 FLT1 TSPAN2 SEL1L ACSL4 SPDYA AZI2 HGF DDX60L DOCK4 AKR1C4 CLOCK KPNA1 GPHN FAM120C SLITRK4 MKRN1 NEMF RUFY2 WDR20 DMC1 GAD1 MZT1 ERICH1 ABCE1 ACBD3 DMD YIPF6 NPAS3 TOPORS GOLPH3 CTNNA2 ZNF300 ELAPOR2 BNIPL ADH5 S100Z ALOX12 USF3 UBQLN1 TMEM170B C12orf29 ZDHHC21 ENTPD4 EXTL2 BAZ2B EIF2S1 SMAD2 CXCL12 LIN28A ZNF24 CACNB4 PHLPP1 LCT WWC2 STAG2 GAB2 TRIM66 TMEM260 IRX2 GPATCH2L KAT6A PAIP1 GABRB2 MIR6882_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6882_5P CFAP97 PARD3 DIP2B NFKBIA COX7A2 PMP22 LTN1 TENT2 PDE6D MRPS5 CACNA1D SLC36A3 ARPP19 MYLIP UBE2D3 TARDBP SIPA1L1 DDX3X WDR76 PHC3 AKIRIN1 UBE2E2 ZNF736 CDC42BPA TM2D2 EIF4G2 REPS2 MAPK1 TEK ZIC5 CHIC1 CPEB3 FLRT3 FAM107B C15orf40 DLST CHGB ZMYM1 MSL2 ZBTB20 RFTN2 SUDS3 TBCEL SEMA6D MINDY2 SERPINB11 MITF MYO1B NECTIN1 FAM126B UNC50 EFR3A TIMM23B ILDR1 TCHP CASTOR1 SCAF8 DCX CNOT6 GIMAP1 CACHD1 NXT2 ZNF22-AS1 NFIA ZBTB22 MET MEMO1 KCNA3 SCN2A PTP4A1 ZNF451 RASA2 KIF13B BRD1 AARD CEMIP2 CCL13 ARFGEF3 ASB8 MEIS2 TANC1 EPB41L3 XRN1 ZNF594 EPB41L5 AQP1 LIPI ARID4B ARIH1 IGSF10 MAP7D2 GMNC SLMAP GTF2A1 PUM1 ZNF680 SKIL FHAD1 CHD6 CCDC32 ETV3 IKZF2 LSM11 BHLHE22 PTPRB DUSP6 C3orf80 GOLGA1 ATP1B1 USP6NL NEDD1 HOOK3 CHMP5 FBXW11 STXBP5 SIRT1 RCSD1 TIPARP WEE1 DCAF12 LSM8 CRTC1 CGN HTR1B ZNHIT6 MEF2C TM9SF2 ANKIB1 PARD6B DICER1 LRRC17 ERI2 SMAD6 KDM5A PLXNA1 ZNF521 MARF1 SLC25A24 LURAP1L FAM120A CADM3 NRIP1 HGF RPS16 TRIB1 TFDP1 DBN1 ADAMTS3 FOXC1 NHLH2 DNAJC24 LSM1 XPO1 CAB39 NUFIP2 YTHDF1 MMP13 KAT6A FN1 SP4 ATRN SOCS5 SPOPL RYBP CXCL5 SOWAHC FH MGAT4A ISCU MIR8061 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8061 GABRG2 NUDT15 ZNF148 ETV1 NRN1 SLITRK4 SLC4A7 EGLN1 FMO3 PCDH7 UBE2G2 FXYD3 NBEA ZNF267 ELOVL5 AKAP12 EPHA5 C1orf141 NMU KCNMA1 KRT38 COPS3 HNRNPLL CTNND1 SEPHS2 LRRC4C ATR SEMA3A MKRN1 PEX5L KAZN SCP2 MSL3 ZBTB20 MINDY2 HADHB UBAP1 LGR4 CYBRD1 AMD1 LGSN VCAN FUT9 TNKS2 NTS CCNY FAM13C KCNQ5 DFFA ASNS TMEM229A HCN1 LEP GOPC PEX1 PPP2R3A PARG ABHD5 LRRC31 KIF2A LATS1 PSD3 APOOL RFPL1 MARCHF1 HS3ST1 HCFC1 MAP4 SH3TC2 ADGRL3 ARHGAP5 SLC28A3 DLK1 USH2A FBXL17 SLC25A46 FAM210B UNC80 CHUK YME1L1 PTHLH RNF6 CCNT2 XRN1 NTNG1 FKBP7 FNDC3B CISD1 LHFPL2 PABPC3 KNSTRN NGLY1 SPRED1 MRRF PPP1R15B RDX C2orf66 PITRM1 SLC1A1 NEK7 PID1 PI15 SOX11 PTPN21 TMEM33 MAP3K20 MTERF1 CAPN14 SUSD5 CCL7 MBNL2 TJP1 POC1B-GALNT4 IFNG DIS3 RNF217 ZMYM5 LAMA4 ZNF704 TMEM263 RIOK2 PIK3CA PATL2 CD44 ZNF99 RBM18 ELAVL4 KRT222 KCNA4 STAU1 CWC15 AASDH RSBN1 ZDHHC20 POLI ENPEP ANOS1 PPM1K PPP4R2 ZFP91 CYYR1 GK5 FGD6 VPS72 TRHDE GALNT4 MOB1B TOR1AIP2 YES1 ARL5B TUSC1 STC2 ARID2 PABPC4L MFSD14A IMPG2 RHOU NBR1 GLDN ZFYVE16 MIR6881_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6881_3P MTTP TRMT1L ADAM22 UBN2 SLC8A3 CUL2 PRMT5 FN1 SETX PMEPA1 HPGD GRIP1 ZBTB20 LMOD2 SH3D19 PAXBP1 DIO2 ELAVL4 AFF1 THUMPD1 EFNB1 BRCC3 EBF1 RBM41 HMGXB4 CNOT6 RAP2B ACTN1 MRE11 ATRNL1 CEBPD NOX4 AGO1 ZNF559 ROR1 EEF1A2 MBNL1 NAA40 SGMS2 ACOT13 ZNF18 ARFGEF3 CERS6 CLEC7A CREBBP RBM7 NUP50 ATXN1 ARHGAP9 RBFOX2 RAET1E SCN1A PPP1R8 RAB3C LYST AFDN IGF2BP2 GABARAP TMEM98 GAGE1 SUMF1 SETD6 TMPO RBMS3 EXOC8 CREG1 CCDC186 SPIC VPS37A CDK14 INSIG2 CD226 ZNF420 CNNM4 ZNF704 SYPL2 TM4SF4 THSD7A ADAMTS15 CD93 FGF18 WRN DELE1 MRPL33 SPN SCIN MAPK10 FAM155A WSCD2 SPAST FZD7 TYW1 CHST11 PPHLN1 SLC30A8 MYCBP2 CELSR2 KIF5B EPHB2 ANTXR2 RAB3IP DAAM1 BRWD1 ILRUN CDK5RAP3 SPOCK1 SSTR2 PPFIA2 MEGF11 STON2 RIMS2 NR1D2 ATP8B2 SCO1 ACKR4 MIB1 SLC30A1 FOXJ2 LPGAT1 KCNJ2 MMP16 SPTLC1 SPATA5 PLXNA4 FAM120AOS MACO1 ZMAT4 HSD17B12 PRRX1 ARHGAP26 IKZF5 ATP5IF1 XPO4 MYBBP1A ADM KBTBD11 CHST2 SH3TC2 NABP1 ZNF470 GRPEL1 SLC25A33 ZBTB34 UGGT1 GRIA3 TANC1 RNPC3 MCCC1 FN3KRP PBX1 RNF165 PCDH15 CLMP DNAJC21 HNRNPU FAM122B C10orf55 PPP1R11 ZDHHC21 LIN54 TYW1B MEF2C SERINC5 CTBP2 MICOS10 FAM102B MED23 STK38L FEM1B LACC1 CYRIA EDARADD FBN2 PABPN1 SRP19 ADGRL3 SDC3 CAMK1D TRIM10 SPSB4 PTGFRN MIR1249_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1249_5P ITPRID2 LILRA1 AP1S1 SPRR4 AUTS2 STEAP3 CDC27 C20orf96 GSG1L NRN1 RETREG1 FAM155B NRP2 PIANP PITPNM3 IRF2BP1 RAPGEF1 ITGA10 NIBAN3 ADD1 C1orf210 TFDP2 PDE4A C1orf198 INO80C XYLB STMN1 SLC7A5 TOM1L2 KLHDC8A ATP1B2 COLCA1 RUNX3 COP1 TP53INP2 IQSEC3 PDX1 AR SYNGAP1 NKD1 ADAM12 CYB561D1 ABTB1 RABGEF1 FCGR1B PI4KB EYA3 SMARCC2 CSN2 INKA2 NFIX LASP1 TNRC6B IMPDH1 ZIC4 DTNB AKT1 KCTD12 CD200R1 DNM1 S100A16 FNDC5 MYH9 WDTC1 CUL4A SUPT5H RIMS3 GATA4 HEBP2 C17orf77 ABCG4 PLEKHO2 F9 SPRY4 PAQR4 SH2B3 ATRX NOVA2 TMEM184B LPO SIPA1L1 SLC1A5 NFAT5 RPGRIP1L VSTM2B GFAP RHOC CTPS2 MAP3K9 SLC8A2 PHYHIP POLR2F BCL9L ARHGAP6 C5AR1 GIT1 C18orf25 GNAO1 CNNM3 ZFP64 EDC3 PSMB2 RPA1 NIBAN2 KCTD2 UCP2 PDE1A OSER1 ZMIZ1 SYP ATXN2L LZTS1 UBE2D3 FARP1 F12 WIPF1 TAPBP CLIC5 SOGA1 SYN2 CDC42BPA CDH26 NPLOC4 RORA UBE4B SLC25A20 DYRK2 ZNF703 PLXNA4 PARD3B SEMA5A FMNL3 NPTXR IL2RG TENM4 NDUFA4 SMARCD1 PSME3 POU2AF1 HMGN4 KCNE4 YBX2 MROH9 ZBTB7C RAB12 MEX3A SHC3 KCNC1 ISCA2 ZNF333 DUSP4 WIPF3 SLC9A9 CCDC34 CASQ1 BCR RNASE13 SH3PXD2A KSR2 GPATCH2L RAB30 BRWD3 TNNI1 ARID3B ULK2 IL17REL PACS1 NACC2 TFCP2L1 ADCY7 RAB11FIP5 CFL1 AAK1 SREBF2 KCNIP3 INO80D VAX1 ANKRD52 E2F1 PIGR SLC24A2 UBQLN4 LENG8 PRR12 SDC3 FILIP1L VWC2 POU3F4 SMPD3 SDK1 CD3E ZNF827 DSCAML1 ZDHHC9 SSH1 IL17F MVB12B CSDE1 SFMBT1 MIR5197_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5197_5P DIP2B UNC45B DMD ADGRG6 CAMTA2 A1CF BVES ZNF281 KLF4 RPAP3 COL1A2 VIPR1 FAM155B TRAM1 NBEA ZNF91 SLC44A1 CMPK1 SEC31A SRSF10 IREB2 CTNNA2 BACH2 CACNA1E MAGED2 TFDP2 GLS C19orf12 NKX2-4 SAMD4A POU3F3 NDFIP1 ARHGEF37 SLC35A3 HS6ST2 WDFY1 CSAD BICC1 CCDC190 GCC1 ZMYM2 KCNJ14 PLAG1 NAPEPLD LIMS1 DCX DLG2 MBNL1 SOX5 CILK1 SAP18 AP3M1 SKAP2 PDE8A HOXA11 ZNF711 GUCY1A1 PHKB BOLA2-SMG1P6 DCAF6 SCUBE3 STEAP2 TMEM168 ZFAND4 DCLRE1B CHMP2B CALN1 ZBTB34 LUZP1 TTC25 TMEM161B TSEN54 GRID2 ABHD12B ATP8A1 FRMD3 INTS6 CSTF1 PROX1 PRKAA1 REPS2 RNF208 PKP4 PHACTR2 PIGP GJB2 NAV1 MAPK8IP1 LRCH1 GPAT4 PSAT1 CTDSPL2 MAGI2 IFT81 MTARC1 ANO6 SLC25A36 MAPK4 CLDND1 USP10 PPHLN1 FOXN2 SHOC2 PSME4 PTPRZ1 CCDC169 NAV3 CHSY1 FAM122B FBXO8 CNOT6L MATN3 SLCO3A1 SKIDA1 RDX CLCN3 EMB PHLDB2 GPC6 FAM120A ABRAXAS2 BRWD3 SFPQ PTPRG ICA1 ATF6 ZC3H4 G6PD MAP3K4 EPHA7 MYC CELSR1 FNDC3A VAMP3 VDAC1 CCDC15 MAP3K13 EPHA4 TMEM182 KCTD21 GARRE1 ARPP19 ATL2 STC1 ITGB1 BTBD3 ATF2 LBR UBR3 SLC24A2 STRN VCPIP1 SLITRK1 USP3 GABRB2 MSANTD2 SORBS1 ERP44 KCNK10 DAAM1 GTF3C4 KMT2C LYVE1 TAOK1 ADAM17 PCYOX1 JADE2 ZBTB11 FBN1 ASXL3 TXNL1 TAOK3 CILP CLOCK BNIP3L CSNK1G1 HOXA5 ANKRD28 SPARC EXOC5 NFAT5 IL1A ZBTB25 MGAT4A SLX4IP MIR6852_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6852_5P TP73 SFTPA2 CASTOR2 RGS6 ALS2CL BPIFC NCOA5 FAM155B GRIK3 ZBTB7A VEGFA CCDC169 PTPRE MMP15 CUL3 ITGA10 PITPNM2 RBFOX3 SEPTIN4 CNTNAP1 DCTN5 ARRB1 FXYD6 TGFBR1 MTF1 PARP6 IPO7 EPHB3 KIF1A DKK3 ATG9A PSMF1 IQSEC3 CLIP3 NFIC SLC38A9 SNX32 SYNGAP1 FBXL16 GABPB1 FGFR2 PIP5K1C TPCN1 PPARD LASP1 DISC1 PRX BTRC RIN3 FAM131B NFASC BMF THBS3 ARHGAP33 NACC1 SUSD2 PUS10 KCNH4 RIMS3 RAB5B EGFR CERS2 STX1A FAM168A SORBS3 ANGEL1 USH1G JRK SPRY4 CRTC1 RPS6KA1 SESN1 APBA1 ELMO2 ZC3H4 SIPA1L1 DRG2 BMP1 TTC30B KPNA6 STC1 MDGA2 ARHGAP19 BOK TBC1D16 ATG7 POLM KDM4E BTG2 ATF6B COL6A2 RARA GNAO1 SHISA6 TIMM10B TMEM127 GLIS2 FAM53C CERS1 GLYR1 MBD6 CACNB1 ARHGEF11 NOS1 SHISA7 LZTS1 C1orf116 MBTD1 SLC39A1 MAU2 HIPK1 SOGA1 CPLX2 TSEN15 NXF1 PPP1R17 DNAI1 ETV3L CELF5 PLXNA4 STRN4 FBXO41 NECTIN1 SLC26A9 TOR4A PLEKHG4B ZNF496 DRAXIN CLDN9 RNF216 KCNE4 ATN1 NFAM1 SPR TNRC18 CARMIL3 DLGAP3 TSPAN18 BACE1 IGFBP5 ITGA5 GSPT1 TCF7 B3GNT7 SLC6A3 LIMK2 AMMECR1 ZNF282 ALX4 UBQLN1 PTPRT TTYH3 SH3PXD2A PAX7 ARID3B KDR CPNE2 ULK2 SOX10 NETO1 ATXN7L3 AGAP1 RALY SNURF NTSR1 DNAJC13 MRPS23 SCUBE1 BBS1 CYB5RL RAB11FIP5 GFAP MAPKAPK2 TEPP GALNT1 SCAMP4 BSN DNAL4 SLC16A2 SESN3 LHFPL4 UBE2Q1 STK4 SDC3 NPTX1 FOXJ1 ADARB2 MIR8066 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8066 MMD OPA1 PHTF2 SYNPO2 SLC38A2 PTK2 OSMR C17orf75 ABL2 RGS5 STAM THUMPD3 NSUN5 TNRC6C CRTAP TRPC5OS ZNF254 ABI2 SLC35A5 PHC3 TRIQK PALLD MFAP3L ROBO2 FUCA2 VANGL1 LRCH2 ZMYND8 ACVR1 NET1 LZIC HSPA4L DNAJC6 ANO4 PEX5L ZBTB20 SLC35A3 LDLRAD3 LTBP2 STEAP2 CYP7A1 SLC39A11 PAN3 FAM135A RIT1 ABT1 STEAP4 SLC26A8 AMOT FUT9 PLCL2 GALNT13 FAM114A1 EPSTI1 DPY19L2 CYP39A1 RHOQ RIMKLB HECW1 PIEZO2 NEDD9 PLCB1 HIF1A MSH4 ARHGAP5 ALDH18A1 FRMD5 KIAA1143 EIF5 AHR UNC80 ATP8A1 RC3H1 TFRC ZNF333 CAMK4 C1QL3 AUP1 GSPT1 TSC22D2 SH2D1A DCLRE1C HPSE SLC25A36 CLTC AFG1L UFSP2 PKIG CEP135 TMEM255A NIPAL1 MRPS14 IQCB1 KAT6A CERS2 TSHZ3 PPP1R1C KDM7A NAA50 CNOT6L SLC66A3 EBF3 LPP EXTL2 ATL1 KRAS NEK3 CDC42EP3 ABCC1 IDS RB1 POLG RYR2 SEC62 LATS2 ITGBL1 RSBN1 TBRG1 LMTK3 VSTM2A FAM120A ESYT2 AKR1D1 SH3KBP1 WNT16 MGP GABRR1 LGALS8 SLC35D3 UFL1 SESN3 ATP13A3 MAGI3 PPP4R2 MSI2 OPRM1 TFDP2 STMP1 SLAIN2 TAPBP PPTC7 MFHAS1 NUDC CNTN3 SP8 LIX1 MAL2 PIGM ZNF492 TSPAN19 UBE2V2 REEP3 SIN3B MIR1273H_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1273H_5P SYBU MDM4 CASTOR2 ARNTL2 PLCXD1 KCNIP1 CTSW NID1 MARK4 ITLN1 IRGQ NSL1 STX5 LRTOMT PRICKLE3 DCTN5 CHTF8 GFOD2 ZNF326 CORO2B RPS27L CCL28 CASP10 IKZF3 DAB2IP SAMD4A CEBPZOS DYDC2 PHACTR4 ZNF432 ACKR2 BCKDHB PDE7A UBXN2B MTX3 MAPK13 IGF2BP1 VPS13B FAM72A ATP1B4 ZNF587 PYCR3 MIP NCEH1 DEPDC5 NMNAT2 EOGT LHPP GLG1 DNAJC8 ORAI2 ZNF490 ATP7B ODAPH CDH1 EBAG9 SMU1 DDX6 CTDSPL FIBCD1 ESYT1 ATXN1 ZNF655 ANKS4B FBXL18 TMEM63C ERBB3 ZNF674 GDI1 ACADSB SCGN RIMS3 COL11A2 GNL3L YWHAQ CBX5 SLC6A11 OSBPL1A SH3BP2 MS4A10 ME2 CSF3R MS4A1 PI3 NOVA2 DUSP19 MRPL30 MEIOB RAB37 RRP15 CCDC28A-AS1 MUCL3 GFRA4 CD164 GCFC2 APOBEC3F CALCR TCTN2 TMEM132E ZNF793 PSMB2 AP000251.1 FOXP4 NCR3LG1 SHISA6 FBXL20 SHOX PARP9 EFCAB2 FUS ELK1 PEX2 LYZL1 PTPRB SYP SHISA7 DTX4 MTFMT CYP1A2 MASP1 RRP7A MAZ TMEM265 SOGA1 RNF24 NDST1 LYZL2 NUDT19 PNMA2 SLC2A4 SLC35E2A GNPNAT1 HRH2 SETD7 SCN1B ZNF814 MAVS MRPS2 CPSF7 POLR2D TMTC1 PAPOLG TRAF3IP2 SULT1E1 CYP20A1 RBM19 CGNL1 ZNF544 GNAT1 UPK2 ARGFX ZNF554 H6PD DVL1 ZDHHC15 APOL6 TMEM239 EEF2K PPP1R11 CDK8 SUSD5 HOOK3 FOXK1 VPS25 RAB21 SV2C APELA CYP2B6 RAD51B ZFHX2 GLS KCNJ6 ASPG PACS1 CDADC1 GFAP GAB2 DMRT1 ARNT2 PRND RHOJ VIRMA FAM72B PYGO1 RBMS2 PLEKHA5 SYNGR1 HUNK NOL9 GPR83 COL27A1 SKA1 RALB ARID2 MYO10 SBSPON SCAI PDLIM2 ZNF286B EXOSC6 PIGK RPL15 MIR4534 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4534 FCMR ESRRG LIMCH1 SCN3B TBC1D25 EFHC1 KCNS1 TENT2 GSG1L IL6ST PXMP4 HMGCLL1 PGR RAB5IF NUMBL C2CD5 ASAP2 MR1 MILR1 TGIF2-RAB5IF CHRNB2 OLR1 SRPX NCAPH FIGNL2 GLT8D1 SLC35F2 HECTD3 MOG NAB1 SLC35A3 PHTF2 CCND2 KLHL42 FAM222B ARHGAP12 DDTL NOP9 JARID2 MARK1 MIEF1 TOM1L2 NUBP1 WWC1 AP4E1 CLCA2 NR6A1 ZNF213 TAC3 FAM161A UGDH SMYD1 DCX CCDC121 FOSL1 TMPPE ERC1 OPRM1 GYPC SPN ZKSCAN1 GPR84 DAAM2 CER1 DTNA SRGAP2 TMEM168 SLC44A5 MTMR14 LPCAT2 FOXQ1 IGF2 TNRC18 RGL1 ST6GAL1 ZMYND11 SOX6 AKAP13 SH3BGRL3 ADAM12 POGK CXorf58 EIF4E NCAN ST8SIA3 INTS6 FUNDC2 ATP12A CNOT9 PLCXD2 NT5E ERICH3 KDM2A ATF7 SLC25A36 ERCC1 TRPA1 LHFPL3 FNDC10 MYO18A GFRA1 C8orf44 ATG2B REL PAX7 PPP3R1 KCNQ4 MS4A1 FAM169B SLC35E1 HGSNAT HECW2 FAM120C NETO1 ALDH9A1 CHST3 GNPDA1 NOVA2 ZNF264 MOSPD1 ZNF142 TSPAN14 LRRC8A IGLON5 PURG NECAP1 SLC31A1 ZNF813 SPAG17 ADCY1 ALG12 PPAT FXR2 PPM1K VPS53 XIRP1 GNG13 GNG2 ALDH16A1 ARHGAP28 BET1L ST8SIA2 CACNG3 CMTM7 OLA1 JMJD6 TIGIT MTCL1 VWC2 SCN2B MTG2 RNF10 RDH10 LRRTM2 TAOK3 CCDC40 ZMIZ1 MSL3 STON2 HOMER1 FAM217A MIR10394_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10394_5P GRM1 CASTOR2 GSTM4 PCBP4 HCFC1R1 ITPR2 GRIK3 WNK3 CACNA1A DICER1 ABI2 SLC24A4 RAPGEF1 H2AJ JAM2 LBH USP20 NPC1L1 CTNND1 CDCA2 LDAH EPHA3 KAT7 XYLB N4BP1 SYK ICE1 UHRF1 GLIS3 STAU1 KLK6 RASGEF1B ACIN1 BICDL1 ZNF862 ANKRD17 ASTN1 C20orf194 MKNK1 IGDCC3 NTNG1 TMEM230 SLC35A3 EBPL WSB1 SNTG2 NMNAT2 PPARD RGMA FAM217B SPRY3 FAM168B MUC6 MYT1L EGLN3 ORAI2 NT5C2 C1orf21 ARF6 MFSD9 PTPN11 ST3GAL5 ATXN1 EIF5A2 GUCA1A MAP1B RBM46 TSPAN13 KIAA0513 CUL4A AP2A2 ERLIN1 CHMP7 FIBIN ALDH7A1 PTBP1 COPS2 PDE2A ANKS1A QSOX2 TPBG TMEM248 ATXN1L TUB POLR2J3 ADAM12 ZNF592 NCS1 PDE3B DNAJC6 FAM120A SNX21 GMFB CNTD1 SPAST SLC30A4 UBE2W C1orf226 BCL2L11 CNTFR IPCEF1 ADNP2 PPP1R3B USP9X FOXI1 TMEM62 SMARCE1 FHL1 TEAD1 GLI3 LSM14A ST6GAL2 TDRKH POLDIP2 ADAR CDS2 PELI2 GPHN RRP7A FAM98A CNOT2 PPP4R3A SOGA1 PLAGL2 SRGAP3 MLXIP PPIF AGO1 CCR4 SETD3 CCND2 LHFPL5 TM9SF3 ADAM7 DNALI1 TOR2A USB1 TTYH2 SLC35F6 CEMIP CLTCL1 HACD2 RNF19A DIRAS1 TXNDC17 DNAJB1 PSME4 SUFU SH3PXD2A POM121 JCAD RAB8B ARHGAP17 NCKIPSD SBNO1 SFRP1 ZC2HC1C AMZ1 NATD1 ENGASE KCTD9 NFATC2 GUCA2A LACC1 EIF5A DSE PNPLA5 PTCHD1 FBXL8 RGS16 AMMECR1 ASB7 CABYR DOCK3 SSH1 ZDHHC6 SLC4A4 MIR2054 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2054 MPP2 EHBP1 CCNYL1 ERF LRRC8D CLIC5 FBXO32 PDE6D IL6ST RCAN2 MEI4 PACRGL RELCH SSBP2 ZNF254 WASF3 RORA FGF14 FBH1 WASF1 C1orf141 KLF12 ATP23 ZNF211 CCDC90B SELENOS HNRNPLL FRMD4B NR4A2 ZNF605 TBC1D15 OGFRL1 ZBTB20 SLFN14 APPBP2 MORC3 C1QTNF9 XPR1 USP46 BRWD1 NRXN1 TNPO1 FUT9 FANCA CCER1 ACVR1C TAF4 FMR1 XPO4 ATXN2L C1QTNF7 TMTC1 LYPLA1 PLCB1 PLAUR UPRT SHC1 GDF6 C8orf44-SGK3 AXIN2 DGKI HEMGN STXBP5 SLC30A5 TUBGCP5 COPA CPS1 VSTM4 YIPF6 G0S2 PAPOLA TMOD1 OGG1 RBM27 SPAG9 ZNF280C INVS CCN3 FSD1L RTN1 SNX2 MIGA1 ZMYND11 RAMAC C10orf88 CLASP1 AMOTL1 LNPEP TMEM255A DISC1 EPB41L5 GAREM1 FAM133A EIF2AK3 DACH1 ID1 PTER NECAB1 MAPK9 C1QTNF3 PUM1 NIN PRTG CYCS ZBTB43 PPP1R8 CSGALNACT2 FAM136A ZDHHC21 TBX4 RASSF10 SUSD5 PLEKHA8 LRIG3 SLC5A12 MEX3B LRP12 SIRT1 RICTOR RTKN2 TM4SF4 SPACA1 CPSF6 SGK3 S1PR1 PAX8 RYR2 POMP PCDHGB7 STRAP MRPL50 AP1AR LURAP1L CRACD PLK2 CNTD1 MTBP RASSF6 ARHGAP11A RAPGEF4 PIGN STRIP2 USP31 MMRN1 MSTN SMC5 STRN AGPAT5 ZBTB41 SLC17A6 HMCN1 FBXO22 ITGAV TUSC1 CALML4 TLCD4-RWDD3 RAB27B C1QTNF9B GID4 LRRTM2 LEKR1 ASCL1 KCNJ8 POF1B NR1D2 LRP6 MIR138_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR138_2_3P AGFG1 ZNF568 AFF4 BCL2L13 CLEC2D MEF2C SATB1 ATP11C LPAR1 LCA5 RPS6KB1 HDAC9 KBTBD2 VDAC2 ANKRD28 TBR1 KLF12 SOWAHA GABRA5 TRPS1 SAMD5 PPFIA2 VASH2 ETNK1 PRDM5 ZNF326 SEPSECS BECN1 METTL8 E2F6 ARHGAP44 RBM41 TSHZ1 RAP2B AGGF1 PDE1C SLAMF6 APOA5 PTGER4 PLCB1 USP33 MAPK13 ZXDA KIAA0232 TBL1X USP13 ENSA BCL11A MBD5 LANCL1 ZBTB44 RC3H1 METTL15 CAPS2 PCDH9 TLE1 RXFP2 RNF19A ZFHX3 ZNF12 PSIP1 TWF1 ASPA ZNF385B SLC39A9 ABCA8 PTGR2 ZFHX4 ZNF260 SESN3 TP53RK PPM1E RCN2 ALKBH8 TRIP11 TPTE DTNA SBF2 AZIN1 ESYT2 MAT2B KCNE3 SLC38A1 PIK3R1 SLC35G1 NNT MPP6 PTF1A DCX PELI1 ATP6V1G3 PLEKHA2 GRK3 CTNND2 PRMT2 TRIL PCF11 STAT3 FCMR LIX1L FOXO3 PPP4R3A UBTD2 DLGAP1 ZNF529 ENTPD7 MICU3 HIPK2 TLL1 FLI1 SLC24A2 SPINT2 RAB14 RAP1A PDE12 TM9SF3 ZBTB33 CADM2 NUDT12 MINAR1 EPHA4 SLIT3 ARGFX USO1 CDC123 BTAF1 CAMTA1 GJB2 CREBRF KIAA2013 PATZ1 DUSP10 NANP CLASP2 NUCKS1 GPR137B SHH LSM11 ZDHHC21 TRIM23 CASP10 SMAP1 OPRM1 ITCH JAGN1 SV2C LTBP3 BRWD3 SFPQ IKBIP FGFR3 EPHA7 SLC7A14 TAB3 SMIM17 LACTB PDE6D INO80D PIK3C2B AAMDC TMEM209 ZCCHC10 POU4F2 STK4 ARID2 TMPRSS11E HPDL DAB1 NPAT ERI1 MIR7162_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7162_3P TRIM15 ZNF85 SLC38A2 OSMR CRTAP RALGPS1 CCDC81 DICER1 PAX5 QKI MSANTD4 IRGQ NHLH1 SLC37A4 CACNA1E NKIRAS2 FIGNL2 WIPI1 LOXL3 RBM19 CASKIN1 TTLL4 ITGB3 IKZF3 CDV3 DLC1 VEPH1 FOXP2 AQP5 DUSP16 UTRN KRTAP3-2 ALG2 IKZF2 TET3 ZNF417 TTC39C GPR3 SH3GL3 MFAP3L CFL2 TRIM33 CEBPD MMP1 RGS19 KLK4 RBBP4 STXBP5 CDYL SRC PRR16 DET1 SRSF6 PHF20L1 YTHDF3 C6orf223 RBFOX1 RAMAC SYT2 ARMC8 ABL2 ZFYVE26 ERCC6 ANKFY1 IGF2BP3 MARCHF9 ATXN1 PRTG RAB3C TRIM71 ACVR2A NAP1L1 SLC19A3 PPARGC1B ARHGAP24 LRIG2 VAV3 APBB2 HIP1 PRDM11 HOXA1 DPH3 FAM43A RPRD1B LPP POC1B-GALNT4 BEGAIN STARD9 ENOX2 ADAMTS15 SLC45A4 SH2B3 RASGRP1 PIK3CA TAB2 ANKRA2 GALNT2 SLC1A4 UHMK1 FNIP1 CEP164 IRS1 ZNF322 ZNF583 HIF1AN MED6 GNPTAB GALNT4 MYH11 THAP1 GCNT4 XKR8 RAG1 MSI2 PSMB2 TRANK1 CEP20 WDR37 ADAM10 MLF2 KIAA0040 PCDHA8 MEST GPCPD1 RICTOR PSG7 COL4A2 PDZD7 PRMT2 ALDH6A1 UVRAG ZBTB10 WAPL SECISBP2L FOXP1 ZNF695 EML1 MIOS SYT1 TBKBP1 CLOCK EGLN2 MTMR12 SOGA1 SPECC1 USP44 ALKBH1 PDSS2 BACH2 ANGPTL2 ANGPT4 SPON2 CCND2 PLXNA4 SPCS3 SELENOT SLC26A9 FMNL3 DNALI1 SENP2 ACER2 POLR3A TBC1D7 APOOL CACNA1I KLF13 TEF UGGT1 SFXN5 IGF2BP2 PPM1F RNF19A LEPROTL1 RBMS1 B3GNT7 COL4A6 THAP2 PANX2 ITGA10 HSPA5 ATP2B4 SRGAP3 HTRA4 RUNX1T1 SBK1 IDH2 ZNF473 CDK6 PAK3 RCN1 PBX4 CABLES2 KLHL6 ARID3B MEF2C SLC46A3 SPRED3 YY1 RB1 UHRF2 BMPR2 GALNT1 FGF5 ANKRD52 SLC25A4 USP3 PUS1 CYRIA CIAO2A FIGN PDS5B LRFN4 MFHAS1 BTBD10 ACVR2B SH3RF3 ZDHHC9 MTMR9 MIR4738_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4738_3P KCNJ1 SLC38A2 HYI BMT2 CACNA1E RETREG1 CTBP2 CHL1 RBPJ WASF3 H2AJ PCMTD1 FMN2 HNRNPR CWC27 UGT3A2 CADM1 TLR10 ETNK1 COPS7B KAT7 PTGER3 LDLRAD3 AKAP11 ADRA1A EPN2 ZFYVE27 PCBP2 C8orf88 SLC6A15 SEPTIN6 GBP4 FMR1 GPM6B RNF185 ZNF211 TC2N STEAP2 RAP2C MAK16 TAF9B STXBP5L MKLN1 CKAP2 FBXO32 BTBD1 PHF1 AFF2 DNM1L CEP43 CXXC4 GRSF1 EGF NETO1 FRMD8 ABL2 MAPK9 PBRM1 FYB2 TTN CTDSPL2 PTPRO TSC22D2 PMS1 RAD21 PCDH9 BCAT1 NLN USB1 CRPPA SPRTN ANO6 ZBTB18 SNN MYSM1 FMO5 SPG11 PXYLP1 C16orf72 KDM7A CAPRIN1 PNKD RBM42 MYNN MAP2 FBXO11 TRPC3 ATXN7L3B PUM2 PPM1E CD300A HAVCR1 DTWD1 PARP15 RPGRIP1L GPR22 SLC25A24 PTAR1 RUNX1 ADAMTS6 PKNOX2 PGM2L1 HNRNPH1 EIF4G3 TIGD6 WDR48 SNX19 MCTS1 CERT1 RNF180 NFIL3 OOSP2 ZNF493 YTHDC1 CTNND2 OSER1 GPR137C HOMER1 WAPL XKR6 HAL CSTF3 SRP72 CLOCK NDUFAF5 MIB1 ANKRD45 SPECC1 KIF5A COPG2 GPX5 ZNF277 TGFB2 FKBP1A ATP6V1A TNFAIP1 RPSA SAMD13 UNC5C TOX3 SCYL2 NCOA2 GPR88 SSBP3 MAP4K5 TRUB1 PBX1 SS18 IPO8 SOX11 ATP2B4 FOXO6 PDE4B FAM98B DCLK1 KHDRBS1 DNAJA2 GTPBP10 ONECUT2 UBA2 NIPSNAP2 PTPRE SIAH1 SLC17A7 GNG12 LRRTM3 BORCS8 SESN3 PHIP URI1 SLAIN2 RPRD2 SPP2 ZMAT3 KAT6A KIF5C SELL RYBP SHISA6 HAPLN1 PAG1 MIR6808_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6808_5P MBOAT2 CASTOR2 HLF PPM1M DIP2B CKMT2 RANBP10 PFKFB3 SLC30A7 MLEC COL5A3 IRGQ ETF1 PITPNM2 VANGL1 FHIT SUPT6H ANK1 GUF1 RHOA TNR ADAMTSL4 SSH2 SLC25A45 TBL1Y STIM1 TOM1L2 NF2 MAPKBP1 CSF1 ATP1B2 NR6A1 CADM2 LHPP SV2B PDE7A SLC4A7 ZNF608 SYS1 AMFR CD300LG CBFA2T2 CFL2 TRIM33 PTPN12 CAMSAP2 STEAP2 CCDC136 PGAM1 TAF9B MOB3B GPR153 PDZRN3 IQCJ-SCHIP1 PCCB CCDC80 DEPTOR NFASC STARD3 EI24 NR4A3 THY1 ATXN1 BAIAP2 EFNA1 RAB3C HDGFL2 ARHGAP1 SH3PXD2B CDK16 RNF169 SNPH PDE3A AP1M2 YWHAQ FAM104B RETREG2 PACS2 CBX5 MFSD14B NCOA4 SCAMP2 ANKRD63 SPOCK2 FSTL4 ASXL1 SH2B3 GABBR2 STMN2 C2orf68 TUB CTNNA3 LIFR COPS7B CACNA1B STX2 ZNF592 SCN4A ESRRG FAM227A MYO15A SLC25A37 TRAF6 MAP3K9 KIF18B NDUFB4 MORN4 ZC4H2 TRIO ARF3 VGLL4 USP9X ZNF609 ZBTB47 MOSPD3 ETV6 FBXL20 VDR DCAF10 SLC12A5 TENT4A SSR1 PPFIA2 RAB9B KCND2 ICMT CNOT2 XPO7 PCBD2 GYPE C9orf152 BACH2 PRKN ABCC5 HEATR1 SLC24A2 MAVS NECTIN1 LINGO1 PIK3AP1 PARD3B PDXK SLC12A6 KCNA1 HMGN3 THEM5 SEMA3F SOX6 MAPK8IP1 WIPF3 VCL RANGAP1 SLC43A2 GLG1 KIAA0930 NUCKS1 SLC24A3 JPH4 ZBTB21 TMCC1 FAM120C RAB35 TMEM201 YPEL1 SIRPB1 ASPHD2 RIMS4 GARRE1 HS3ST3B1 NSD1 ST8SIA2 ZNF672 PEA15 MACC1 GRIP2 POU4F1 ANKS1B NHSL1 ZDHHC9 TEAD3 HAPLN1 MIR513C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR513C_5P PRDM16 ITPR2 GABRB3 ALG13 TRAM1 UPF2 RBM39 IRF2BP1 ABLIM1 RNFT2 SYTL2 ARPC5L FOLR1 CLEC1A HNRNPR ZNF273 CCDC47 PPP1R9A ZBTB20 SEPSECS PHTF2 PPP4R3A IBTK NCK2 THPO GPATCH2 TRIM37 STAMBP BCKDHB SIRPB1 GXYLT1 FCF1 GASK1B KCNAB1 ATP6V0A2 IGF2BP1 NFIA LTBP1 UBE2K PLEKHH2 LMAN1 ARMC8 ABL2 NCOA3 COMMD4 KCTD12 RC3H1 PTER SMAD4 FBXO45 POGLUT1 BCLAF1 KRTAP2-3 ZFP69 PI4K2B MPZL1 TMEM33 LSM2 RUNDC3B PTGR2 ZNHIT6 INTS5 UBE3A CCSER2 ZNF264 SLC36A4 COMMD2 KLHL11 PDE3B SLC26A9 BTG3 ANGPT2 GMFB ADAM9 PLEKHA3 EIF2AK1 UBR4 GNG2 SEZ6L SKIL SLC30A8 MET SIKE1 HYLS1 CKAP2 MAT2B MCTP2 BRWD1 RABGAP1L TADA2B VGLL3 ZNF283 ZNF90 AP1AR HMBOX1 PEX12 MRPL44 RASGEF1A ZNF730 TMEM123 LRATD2 SRGAP2 PRKAA2 MTMR4 GPM6B BRCA2 NBEA CLIC4 LRBA ZYG11B DLX1 KLHL20 TIPRL TM6SF1 DVL3 SAMD8 AGO1 MINDY2 NIPAL4 AGXT2 ATP11B RAI14 MAP3K2 SHROOM3 NDUFA4 ZNF711 TIFA KATNBL1 PTGES3 GPR158 DAPP1 SLTM TRMT6 RNMT ZNF100 GON7 NECAB1 ZNF680 GPR137B UACA CNTNAP2 PLXDC2 RFX3 NAA50 KSR2 TOB1 IPCEF1 RCN1 BRI3 SYN1 DBP RREB1 PTRH2 YTHDC2 ZNF318 CLDN22 VAMP1 TMEM64 KCNQ3 CBR4 SIPA1L3 NFYB ZKSCAN2 VCPIP1 PTPN4 MARCHF3 GPRIN3 NUFIP2 PPTC7 FGF21 SBSPON DNAJC15 ANKS1B SRR MIR6815_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6815_3P SMARCA2 SCN3B LMNA ARNTL2 MTURN TAB1 ENO1 SLA HIPK3 KCNC2 FOXJ2 GRIK3 ZNF544 SCN8A ANK3 SHKBP1 MIER3 MTMR1 ENTPD7 DZIP1 PEAK1 SLC44A1 SPCS2 HMG20A PITPNM2 PRUNE2 CACNB4 DCP1A MAT2A FASTKD1 LAMP2 TNIP1 RHOA PHTF2 NEO1 SH2D3C CDK19 EPB41 NBN BCL11B RNF17 C17orf80 FYCO1 CC2D1A USP46 ZSCAN22 GNAI3 MAPKBP1 ZNF426 SLK ARHGEF4 SOCS3 GPR3 TMTC1 LATS1 CXCL12 CCSAP ARHGAP6 POLR1E SUPT3H IGF2R HIF1A KIAA0232 SUCLG1 ZNF559-ZNF177 CASP8 GNG7 KCNE4 ZFYVE28 ZFAND4 ZNF322 LRP11 USP13 ZNF135 STXBP5L SMARCAD1 KIAA1143 RAB31 FUT10 NAV2 ATP8A1 EFNA5 C8orf86 STK35 ZNF74 TMEM182 CYB5A BCL11A ZNF589 CYYR1 TIAM1 AQP9 ST8SIA3 P4HA3 ZMYND11 NFATC1 STRBP BMF CD44 ARHGEF3 HPS3 ANAPC10 AMMECR1 PTX3 ERBB3 C2orf88 CADM3 ASCC3 LCMT1 PID1 DCUN1D3 HNRNPU NLGN3 TOR3A RNF169 RBPMS SHOC2 ZNF248 CYTH1 CLVS2 DPPA3 SUFU ZBTB20 GFRA1 HTR4 MAP3K11 EIF3A ATXN10 ZDHHC7 MOSMO SAR1A CREG1 DENND5B PHLDB2 PPP1R12C SLC5A7 RHO SLC44A5 EPS8 UBA2 MEF2C PLXNA2 UGT8 KEAP1 TTC21A CCDC82 GPR26 TMEM138 TMEM239 SYT3 ORC2 SELENOH SNPH PIP4K2C ARHGEF6 RBPJ DMRT1 NCS1 SRSF3 DENND6A ZDHHC6 HDDC2 SIX6 EFNB2 CFAP47 PGM2 USP42 PCDH10 SNTA1 NFYB ST8SIA2 RAB3GAP2 COA5 ADIPOR2 PCYT1A PEDS1 CCDC93 NCOA1 RLIM BCL6B CORO2B ACSBG2 CPLX1 TFDP2 GLIPR1 PEA15 FAM174A PELI1 SLC25A32 ZSCAN2 KIAA1671 XIRP1 LRRC39 ELK1 PPFIA1 USP15 TRMT44 RIMS2 FBXO42 LZTS1 DLG2 RYBP RALGAPB RAPGEF6 MIR4704_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4704_3P CCDC50 BPGM GRIA2 TIMM9 NDRG4 DLG3 SMIM43 XPO7 ARAP2 EGLN1 CCDC178 CTBP2 PTAFR DDX3X CACNA1G MLEC ZNF518A GEMIN8 VIPAS39 ATG4A HNRNPDL FGF5 SLC30A5 HNRNPR GATA6 RAB10 SNAP91 ZMYND8 DNMT3A MFSD4B NXF3 HMGCS1 SELENOS CPEB2 TNFAIP8 ZBTB46 GLT8D2 CCN4 PPME1 PPP1R12A CNOT7 GIPC2 RAB14 KRTCAP3 PRUNE1 TOP1 TMEM70 ABCC4 MT1E LEP P4HA2 ZNF608 IFNB1 C16orf70 TRPM3 CTBP1 LMAN2L APAF1 CTCFL RALA RALBP1 PAGE4 OSBPL2 USP13 KCTD10 UGCG GTF2H5 GVQW3 SETD5 NUP153 RRN3 PHTF2 RAB39B ZFP36L2 PROX1 GATD3A EPHB1 HES1 RASSF8 SLC23A2 GSK3B ST8SIA3 UXS1 FAM167A TAF12 OR2A4 ZNF655 RNF213 PBDC1 CTDSP1 RUFY3 CCDC32 SLC24A3 DDX3Y LMO4 HMGCR UQCC1 CLTB KDM7A RBM45 UBXN7 THBS1 CNP GPC6 ARHGAP44 ZNF621 ATG12 ORMDL1 ASXL2 MMP10 DDX60 LINC02693 CDR2 ATRX NIPSNAP2 SHANK2 ALKBH8 SCP2 RGS7BP KLF2 GPATCH2 DYRK1A PTPRE VPS53 ABCG5 TRIM66 EGR1 MFSD5 NEXMIF RASSF4 CELF4 LAMB4 SRGAP1 PNMA8A NRG4 PLEKHA1 KCNC2 RNF168 ZNF189 ASXL3 STOX2 GIGYF1 CABP7 RAB9B GLIPR1L2 ZFC3H1 NFAT5 TMEM179 MBTD1 MIR7157_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7157_3P CXXC5 MAT1A LIMCH1 FAM219A GSG1 SLC39A1 UBN2 POC1B SCN4B FGF12 FHOD3 CCDC32 CA2 CEP85L ADCY5 B3GAT1 MYLIP TIAL1 TAC1 MIER3 DICER1 FKBP10 ZNF267 ZNF518A PALLD SLC11A2 AGL ANKRD44 FAM229A AHRR PLEKHF2 KLF12 NCAM1 KANSL1 LMNB1 ELK4 SLC35F1 ATXN2 MAST4 FIGNL1 NRBP1 GRIP1 SLITRK6 ZNF33A COL4A4 DYNC1I2 CELF5 ALDH5A1 PAN3 USF2 ZFAND5 DDX5 FGFRL1 SORCS1 ETS2 ZDHHC2 PYHIN1 IER5 TTC39C MBNL1 RIMS1 FAM53A CADM2 UPRT CDC6 SLC9A6 YEATS4 DDO DTNA TOX3 SRCIN1 BICD1 MEA1 BCL3 CYP2U1 CNDP1 ERRFI1 TULP3 CHMP2B CALN1 RASSF5 TMEM187 NUDT5 C11orf58 LRIG1 PHTF2 SAMD12 GPAM STK35 PCDH17 C18orf63 ZMYND10 ZDHHC11 ACAD10 HEXIM1 EPB41L5 TENM3 RHBDL3 CARD17 RAB5IF HECTD1 OGT TMF1 DIDO1 DDX6 PCGF2 SPRED1 WDR47 DCAF10 RAD23B PCDH8 HIVEP3 ACADSB NAT8L CHD6 NRK PSME4 MGAT4A APOB SDC2 AS3MT FGF14 ZFHX3 BBIP1 PDAP1 RICTOR CLK3 ZNF704 WDR3 LALBA BCHE ATP10A SLC1A4 APLP2 C11orf87 YY1 TAB3 NAMPT BIVM EIF3H JCHAIN TLCD4 RAB8B PACS1 PHF13 TMEM132B RAB7B PUM2 LIFR GSK3B STAU1 PLGRKT ZNF275 COL6A5 MED23 TOP2B CLCN5 VIRMA ZZZ3 SPIRE1 FOXN3 USP31 SKIL TSPAN7 MMP24 TRARG1 COA5 C18orf25 ADAMTS3 TUBG1 PALM2AKAP2 FEM1A ZNF160 KLHDC10 MARCHF4 CEP350 WWP1 KLF9 SP4 SLC38A1 MECP2 KCNQ4 SCAI KCNF1 AP2A1 MBD6 ESAM POU2F1 ZNF831 SLC1A2 DPF1 PECAM1 EGFR FAM78A NKAPD1 VPS13A MIR6893_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6893_5P MBOAT2 CASTOR2 HLF PPM1M DIP2B CKMT2 RANBP10 PFKFB3 SLC30A7 MLEC COL5A3 IRGQ ETF1 PITPNM2 VANGL1 FHIT SUPT6H ANK1 GUF1 RHOA TNR ADAMTSL4 SSH2 SLC25A45 TBL1Y STIM1 TOM1L2 NF2 MAPKBP1 CSF1 ATP1B2 NR6A1 CADM2 LHPP SV2B SLC4A7 ZNF608 SYS1 AMFR CD300LG CBFA2T2 CFL2 TRIM33 PTPN12 CAMSAP2 STEAP2 CCDC136 PGAM1 TAF9B MOB3B GPR153 PDZRN3 IQCJ-SCHIP1 PCCB CCDC80 DEPTOR NECTIN2 NFASC STARD3 EI24 NR4A3 THY1 ATXN1 BAIAP2 EFNA1 RAB3C HDGFL2 ARHGAP1 SH3PXD2B CDK16 CRELD1 RNF169 SNPH PDE3A AP1M2 YWHAQ FAM104B RETREG2 PACS2 CBX5 MFSD14B NCOA4 SCAMP2 ANKRD63 SPOCK2 FSTL4 ASXL1 SH2B3 GABBR2 STMN2 C2orf68 TUB CTNNA3 LIFR COPS7B CACNA1B STX2 ZNF592 SCN4A ESRRG FAM227A MYO15A SLC25A37 TRAF6 MAP3K9 KIF18B NDUFB4 MORN4 ZC4H2 TRIO ARF3 VGLL4 USP9X ZNF609 ZBTB47 MOSPD3 ETV6 FBXL20 VDR DCAF10 SLC12A5 TENT4A SSR1 PPFIA2 C8orf37 RAB9B KCND2 ICMT CNOT2 XPO7 PCBD2 GYPE C9orf152 BACH2 PRKN ABCC5 HEATR1 SLC24A2 NECTIN1 LINGO1 PIK3AP1 PARD3B PDXK SLC12A6 KCNA1 HMGN3 THEM5 SEMA3F SOX6 MAPK8IP1 WIPF3 VCL RANGAP1 SLC43A2 GLG1 KIAA0930 NUCKS1 SLC24A3 JPH4 ZBTB21 TMCC1 FAM120C RAB35 TMEM201 YPEL1 SIRPB1 ASPHD2 GARRE1 HS3ST3B1 NSD1 ST8SIA2 ZNF672 PEA15 MAVS MACC1 GRIP2 POU4F1 ANKS1B NHSL1 ZDHHC9 TEAD3 HAPLN1 MIR3158_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3158_5P ADAM22 HMGN3 SRSF7 WNK3 PFKFB3 MARK4 DICER1 TNFSF8 CTNND1 PHF24 PHACTR3 MYORG THOC5 PSD3 KAT7 CORO2B UCHL1 ICE1 DNER HSPA12A IKZF3 ARHGEF10 THPO PGRMC1 WDR47 FAM71C COP1 RPL15 SP1 GLUD1 RPP14 PPP1R2 ASTN1 C8orf44-SGK3 CAMSAP2 DST SMCO1 ETF1 WSB1 SNTG2 CDKL4 TNRC6B PTPN2 NT5C2 AMOTL1 RNF187 FAF2 TDRKH NOD1 SMAD4 EIF2AK2 SHISA9 GYG1 SERTAD2 TNFRSF1B KIAA0513 FIBIN ARHGAP20 RASSF10 TAL1 TRIM7 PGAP4 CKLF C3orf14 RAB30 SGK3 ERBB2 FAT3 TUB CHRFAM7A CTNNA3 PPM1A FAM219B AHCYL1 UBE2B CPEB4 RPGRIP1L MTMR2 DNAJC6 SLC2A10 COL12A1 ZNF566 RAP1GDS1 RP1L1 FAM43B ZNF780A HBEGF USP9X TMEM62 SMARCE1 NUDT7 RAPGEF6 PRPF19 TEAD1 POLDIP2 RCOR1 HTR3E OCM2 KCND2 CAMTA1 FAM98A CNOT2 PPP4R3A HIPK1 MAP1B GLTP NIPBL MAEA WWTR1 SETD3 TGFB2 EPB41 LDB3 CHRNA7 ADAM7 SPRYD7 RELN TNFRSF19 CHST2 FIGN CALN1 TTYH2 UGGT1 KCNA1 MANEA ARPC2 KHDC4 HACD2 FANCD2OS RNF19A BCL6 BTAF1 EHD4 PATZ1 CARS1 GGA2 CLEC14A IPO8 CLSPN SLC25A38 ZC3HAV1L MEF2A MED13L C3orf35 SH3PXD2A CCDC6 E2F7 HTR1B MN1 GPC4 FXR1 ATP6V1C1 C17orf107 EPHA4 SFRP1 ZFR KCNQ3 IL10RA HDAC1 KCTD9 CIT GATB ENC1 NUFIP2 HIP1R PTCHD1 ABCA13 VKORC1L1 ZMYM6 PGM3 MIR6715B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6715B_5P NWD1 CREB5 KCNIP1 SLC39A10 RSBN1L RBPJ MLEC TSHZ2 SLC44A1 IRGQ ETF1 CYBC1 ROBO2 MYORG ZFAND5 DLST JPH3 UBL3 PGAP1 U2SURP VWA5B2 DVL2 TIMP3 SERPINA1 PTK7 FAM71C SV2B GPR63 PDE7A ZNF608 TDRP C20orf194 CYB561D1 SUCLG1 C11orf68 ABLIM3 OSBPL11 RPL7L1 ESR1 FZD1 CTTNBP2NL APP NMNAT2 DOCK11 UBE2K CACNA1B PRX LMAN1 KIF21B MGAT4B GIT2 MAPKAPK3 AHSG CAV1 GAREM1 ZNF585A SENP8 ZDHHC17 FAM167A LDLR THY1 RAB8A WNT8A SCN4B RAD21 RFX3 PHF21A RIMS3 NAA20 UBE3C ARVCF MCC CDC20B QRICH1 ACCS SPRED2 MAP2 SEH1L SERPINI2 TMEM248 TRIM9 EIF5B CEP164 UBFD1 SH3BGR FBXL18 PPM1B MYO18A LMAN2L GRIN2A TLN1 PAFAH1B1 MORC2 DNM2 SCN3A RMND5A HOXD1 ESYT2 SKI DNMBP WDFY3 HIPK3 HIF1AN FAT1 E2F3 KCND3 TFDP1 PEX13 ARAF HNF4G TUSC1 TOGARAM1 GATAD2A PLEKHA1 CKS2 MIDEAS TENT5A TMEM64 BRWD1 MTCL1 KCNMB1 GPCPD1 TEAD1 AKAP6 KCNH8 SLAIN1 CETN2 RASA2 CREB1 ZFYVE16 SOX8 TAOK3 KIF16B GNB4 REEP3 GRK2 BTK CTNNB1 LMNA UBTD2 NPLOC4 PRKAR2A CSMD2 ATG4A UBE4B LRCH2 PPIF POLE3 ACVR1B MINDY2 ZBTB22 JARID2 BTBD7 RHOB CAST MAGI1 TMEM214 BCL7A ZNF688 DSG1 ADCY3 CREBZF KANK1 PCSK7 SEPTIN2 TRPS1 ZNF436 IGDCC4 FASLG OTUD7A ATXN7 PFN2 PTGDR2 MTSS1 RNF165 CRBN XYLT2 ZEB2 EIF4H SCN2A APPL2 ALDH1L2 SMARCD1 MED28 CLCN3 RNF123 SNX30 MYPOP HP1BP3 MAPK8IP2 SPATA5L1 GNPDA1 ZEB1 RGS7BP FOXO1 ERF FAM161B UHRF2 SPINT3 HEY2 SORT1 ARHGAP28 SRPRA JAZF1 MEOX2 PPP4R2 RAB33A SIPA1L2 LANCL2 KANSL1 CSNK1G3 SDC3 ERGIC2 KRTAP26-1 KCTD6 KPNA4 STK39 PLXNC1 USP12 CSDE1 GET1-SH3BGR ANKS6 MIR603 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR603 BCL6 PLCXD1 FAM177B ZNF281 TNRC6C SEC31A TMTC4 CTNND1 KLHL13 PTBP2 CR1 BCOR ADAMTS9 RGS4 ELAVL4 FAM184A RNF139 NR2C2 EIF1AY ZBTB14 RADX FAM122B ATAD2 TBCCD1 ANKRD17 ABCC6 PEG3 EGR3 ITGAM ARHGAP5 RORA RNF38 NOP16 METTL9 CUL5 LARP4 FFAR4 TNRC6B RAD51C RASSF8 AHCTF1 PLAAT5 SHROOM2 CYP51A1 PEG10 PTH2R LHX8 CAV2 PTPRN DLGAP4 SEC22C TBX5 FBXO45 DARS1 COL25A1 RFX3 GOSR2 CEP135 MGAT4A AKAP13 NHS RNF19A PDE3A KDM7A FBXO4 ASXL1 SYTL4 KLHL2 KHDRBS1 RGPD5 SLF2 FAM122A PDS5A ARL4A C1orf216 DTWD1 ABCB10 EP400 USP37 HILPDA AFTPH RMND5A PLXNA4 ZNF789 RGPD3 PGM2L1 CD164 CCNT1 CCDC169 SUN2 CUL1 GCC2 TMIGD1 ZCCHC2 RGPD4 KLF6 PITPNB NFIL3 ADCYAP1 DAAM1 TP63 VAPA CEP350 ZNF529 TENT4B SNIP1 SP4 FAM120A SCAF11 PCNX1 PHF6 FBN1 GPR137C RALGPS2 FSTL5 LDLRAD3 TPRA1 HIPK1 SLITRK4 SSBP2 MED24 HHLA1 MATR3 MED14 NEUROD6 CDKL2 GRB2 KCNA2 NSRP1 PLAG1 TFAP2C KIF2A DLG1 TIFA TRIM36 DNAJC21 RAI1 IMPG1 ABCC2 EIF2AK3 RGPD6 STRBP FBXO47 RUNX1T1 MOSMO HOOK3 SOCS6 KHDRBS2 HERC2 EPG5 P2RY13 BPNT2 TBRG1 SLC6A19 TENM2 MBL2 FOXN3 RGPD8 MID1 ENPP4 PHF21A PRKG1 APMAP PDS5B MACC1 SHB GABRB2 TMEM245 TMEM108 RFK SSH1 FANCL PTGFRN MIR520G_3P_MIR520H http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520G_3P_MIR520H ADAM22 CLEC2D PIAS2 BMT2 ARAP2 APEX1 MSANTD4 SMAD3 COG8 RTCA PDE4A DCP1A TGFBR1 TBC1D15 FBXL3 MSL2 AKAP11 VPS26A KIRREL1 TAFA1 ITPRIPL2 SINHCAF NR2C2 CSF1 PTPN13 IRAK4 RIMKLB LUC7L3 PRICKLE2 PLCB1 NOX4 GFI1 HIF1A MKNK1 FURIN TAGAP SLC44A4 ARL4C SALL1 SORCS1 CHUK SMOC2 DIPK2A ROCK2 DEPTOR NECTIN2 CDYL2 TYW5 AHCTF1 POLR3E ANXA4 MXI1 TRIM13 ARID4B KCTD18 LHX8 UXS1 PRCP SATB2 RBSN GNS ATXN1 XKR9 SEPTIN8 TBC1D9 GLRA2 KCNJ13 NPEPL1 HNRNPM AFG1L PXYLP1 C16orf72 PKN2 KLHL2 PLEKHM3 DIDO1 SPACA1 VLDLR GRIN2C BNIP2 RGPD5 RAB11B USP18 MOSPD1 MAP6 ZBTB6 SLF2 FXN ANLN TOX3 RALGAPB LRRC31 CPSF6 ZNF334 RAB22A MAP3K9 ZNF362 HIPK3 MYCN G2E3 EIF4G3 PCDH7 BCOR CCNB1 NPAS3 USP9X ADAMTS5 RAB27B GSTT2B GBF1 CDKN1A GRK3 EPHA5 EIF4G2 SSR1 PCDH19 PPP6R2 DCBLD2 ATP2B1 SIN3B TBKBP1 PLEKHA6 KPNA1 GIMAP4 PLAGL2 TNKS1BP1 SLC35A5 CERS5 PRKAR2A UNKL ELK4 ABI1 KLHL29 CPEB3 LIN28B NDFIP1 ABHD2 AMZ1 SERINC1 G3BP1 FAM83B HECTD2 ZNF837 EVA1A CDH6 TNFAIP1 SEMA5A ABCA1 DPH6 SUMF1 PHF14 KRT81 CYP20A1 TLR5 NEDD4L GJA1 DPYSL5 RAPGEFL1 PFN2 BTAF1 PLEKHA8 RGPD6 RRAGD OTUD4 ABL2 RND3 SPTY2D1 CCP110 ENTPD4 OCRL MOSMO MED13L SH3PXD2A RIMBP2 ITCH GOLIM4 RAB21 PDF POMC LIMK1 FLRT2 EIF2S1 SLC31A1 DMTF1 KIF26B AAK1 OGA RNF216 ZFP91 CARNMT1 MYO3A E2F1 RGPD8 JAZF1 KRTAP4-9 RHOV RNF145 ZNF320 TRPC5 NUFIP2 CREBRF EXOC6B MAN1A1 EHD3 RFX4 TXNIP TNRC6A CKS1B TECRL MIR421 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR421 AFF4 NR1H4 CDKL5 RAD51B KLF11 C17orf102 DCAF17 ETS1 QKI GCNT1 RUNX1T1 CLEC1A SRR RAB26 GALNT3 MRO MSL2 ZSCAN4 SEMA6D TXNRD1 NT5C1B ARPP19 FAM9A PCBP2 GPATCH2 TNKS2 ZNF706 RAD50 SUZ12 PACRG PAPPA CAPZA1 AR JARID2 ANKRD17 ARPIN RTTN FAM126B SGIP1 ASAP1 PAPOLA FRMPD2 SYT14 EDEM3 PPP2R2C TRMO BTF3L4 ZNF805 SNAP25 SLC4A7 PLS3 DCAF5 TOMM70 CALM2 MEIS2 GAREM1 ARID4B SMC1B CTDSPL2 BLOC1S6 BMF RSU1 DUOX2 DCAF10 NCKAP1 SLC25A36 RDX PCDH9 SP3 XRN1 SLC10A7 ADGRL4 MMP8 TMPO CASD1 FAM8A1 PACRGL PRDM11 STRN3 GAN ATG2B BACH2 SREK1IP1 RAB30 KIAA2026 CASP3 TRPC3 RASA1 SIRT3 FAM122A TLDC2 RTL3 PPP4R2 ZNF337 SNRNP70 HOPX NRAS RALGAPB S100A2 TBC1D4 ARGLU1 SLC25A3 BCLAF3 LDLRAD4 JPH1 PCYT1A FCHSD2 COL19A1 FOXC1 SOX17 MSI2 ILF2 MBD2 AKR1D1 CHEK1 VAMP7 VAPA RABGAP1L ILRUN VGLL3 YTHDF1 PRCC DNAJC27 DDX60L ZC3H12C NMU TESK2 MGAT4A LRATD2 ACSL3 PRKAA2 RORA TWIST2 HMG20A NIPBL ELK4 REPS2 CALCRL NAP1L1 NRBP2 TTPA ZNF619 HNRNPA1L2 SEMA4D CREBZF TCP11L1 TMEM202 VSX1 TTBK2 PHTF2 ZFP36L2 KHDC3L MPV17 PIGA CHST9 FAM214A RND3 RFX7 ATAD2B CLCN3 CLDN11 SRSF10 SPOCK3 SCGB2A1 EIF2S1 ZBED9 FAM9C RANBP17 CACNB4 PCDHB5 CFAP206 MTRR PPP1CC DLX3 TBC1D30 ZIC2 ZBTB11 ANKS1B CLOCK AFDN ZNF721 CFAP97 SFMBT1 MIR583 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR583 SIX4 EXOC6B STOX1 JAK1 CACNA1E PTK2B WNK3 BDNF KPNA3 IRF2BP1 PHC3 TFAP4 GABPB2 KCNRG CISH APAF1 SPATS2 TUBGCP3 A1CF RAB18 CDRT1 INAVA GPR176 PRPSAP2 ZBTB20 ARHGEF9 ELAVL4 RNF139 RAB7A IRAG2 DDX5 SINHCAF MMADHC PNN SLC25A27 ZNF512 C3orf52 ANKRD46 GPR63 PIK3R2 SESN2 FGF23 TRA2A SLC38A9 CCSAP ORC4 ARID4A INPP1 TRAPPC3 CTTNBP2NL CREB3L2 MXI1 FSD1L SCML4 TSN ARF6 SIVA1 ST8SIA3 FAM172A SGO1 ZBTB18 CDH12 TFRC PCLO ADA2 ERLIN1 SEMA6A CYP3A7 RCAN2 PLS3 KCNK6 TMEM165 COG5 HRH4 KLHL31 BPY2B PURG SRD5A1 ATF7IP LACTB RPGRIP1L NAV1 ELFN1 NXF2B CDK15 MYLK3 PA2G4 SDE2 NDRG1 FOXC1 SLMAP MSI2 PRRG4 ZNRF3 WNT11 MIDEAS C14orf28 GLRX ERBB4 PCED1B PPP3CA NEDD8 TRIM49C SLC1A2 TRIM49 RIMS2 NRG3 RASAL2 EIF4A2 HOXB2 TRMT13 NXF2 FOXJ2 PLAGL2 MMP16 RAB10 ELMOD2 NEFL POLE3 APEX2 PWWP2B SPCS3 XPR1 GNAI3 IPMK BNIP3 C2orf76 NUP98 DUSP28 DLG1 PSME3 SH3TC2 ZFYVE16 YWHAH NWD1 KCNK1 GFRAL ENTPD1 SLITRK5 TIAM1 MAB21L4 NANP ERG28 NUDT6 EN2 ENTPD4 ZNF841 IL23R MED13 EPG5 RTP1 KCNA4 SNX25 MED23 CWC25 PTBP3 RPAP2 BPY2C STRIP2 BPY2 KIT ARHGEF35 ADAMTSL5 APC CREBRF DGKI YIPF3 LRRIQ1 EPS15L1 KAT6A PHETA2 FGF21 CAMK1D CCAR2 POU4F1 C21orf91 STK39 USP34 GADL1 ZNF800 MIR486_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR486_3P PLD3 MIB2 LARGE2 HES7 IL2RB C10orf105 YY1AP1 GRM4 TUBB WASF2 TRIOBP OTOF VOPP1 ADAM19 ZSWIM3 RAPGEF1 DTX3 KLF12 ATF3 CNTNAP1 HEMK1 FXYD6 CD209 TRABD2B NAA60 ZSCAN22 MAP1LC3A CD79A PGAP3 DLL4 DAB2IP NDOR1 TK2 CNIH2 DBNDD1 C19orf25 NFIC C16orf70 NKD1 PLCB1 TRAF3 SRCIN1 AGO1 SRC IRF2BPL ARID1B MOB3B PLPPR2 PPARD MARK2 IMPDH1 ORAI2 PRX SUV39H1 POU2F2 KCNAB2 ZC3H12A PDE2A CIDEC PAK6 GDI1 SAP30BP SAXO1 RAPGEFL1 CDC20B MRPS5 PACS2 WNT5B SLC6A11 GATAD2B SPOCK2 DIS3 ELFN2 PLEKHO2 AP1B1 ADARB1 CRTC1 PEX26 SPIB MTMR12 IFITM5 FLOT2 CCDC97 RNF41 ABHD10 SF3A1 UTP25 PLXNA4 SH3KBP1 DNMBP CACNA2D2 ZNF512B EPHB2 TTC7B TMEM132E FOXP4 ITGB2 LMCD1 ADGRL1 TMEM234 CSRNP1 RTL5 SLC9A8 MKNK2 BCL2 ADH6 SCRIB SOGA1 TANC2 TBC1D22B DVL3 FBXW4 FBXO41 NECTIN1 KDELR1 CALN1 WNT4 CAPN6 FAM102A TYMSOS ALDH3B2 DMBX1 DIRAS1 H6PD RNF165 SZRD1 KMT2D CALCOCO1 ZDHHC8 AATK RPRM PLPP5 TTYH3 SBK1 CNP CHST1 CLDN19 ASB14 SOX10 ATXN7L3 HRH3 IGSF5 NACC2 SEPTIN3 DNHD1 PLEK CYB5RL BRD9 DOT1L RIMS4 MCM5 BMPR2 C17orf97 ZNF215 NSD1 E2F1 RNF145 NCKAP5L MEP1A MICALL1 SDC3 NPTX1 SCN2B TRPV5 S100A10 CLCF1 TTBK1 PHF8 FANCC MIR6511A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6511A_5P EGR2 MED15 AFF4 CDKL5 HMBOX1 GRIK3 PARVB KPNA3 RBM39 YWHAB SLC5A9 UBAP2 CR1 MTF1 JPH3 ZBTB20 CRKL N4BP1 CRIPT TMX3 PPP1R3D FAM91A1 GSS EML6 ZIC3 SV2B HMGXB4 TP53INP2 PAPPA REEP1 SIRPB1 KCNT2 CASP7 VAMP7 CMTM7 SCUBE3 CAMSAP2 TIAL1 YWHAZ RNF4 PLP1 ARID1B ASAP1 TAF9B USP46 OLFM3 CUL5 IL17A LASP1 CEP85 SCML4 RCC1L GYS2 ZNF652 NCOA3 ATP2B3 NT5E RBFOX2 VCL RAB3C VPS54 ARHGAP1 AIF1L AFF3 C1GALT1 SPTSSB OSBPL9 SLC66A1 APBB2 FAM8A1 ZZZ3 SPATA18 UST TMEM154 POT1 ANKRD63 ME2 SOX6 SH2B3 STOM KHDRBS1 STMN2 KIF1B CLEC3A ADGRL2 DUOX1 CNOT4 PDS5A TF MBP NKTR NUP153 ATP8A1 KIF3B MAP2 INHA SERPINB8 MAP3K9 RBMXL1 MYRIP IKZF1 SUMO3 ZC4H2 KCND3 MYLK3 DCP1B IGFBP3 STIM2 BCAS1 EVI5 USP53 CEP350 SLC9A6 GPR107 COX15 SMAD2 ME1 AKAP6 KRT73 MECP2 BMP6 TENT4A PPP3CA DESI1 NECTIN3 RCOR1 LZTS1 MB21D2 MMD WIPF2 FIZ1 DPF2 CCND2 TTPAL FAM83B NECTIN1 AL162231.1 BCL11B TNS1 OLFM2 GOLPH3 SMARCAD1 TRAF3 IGDCC4 WIPF3 SZRD1 KIAA0930 IPO8 DESI2 MAP3K20 NUFIP1 CYP8B1 INHBC PLXDC2 DDX50 ZMAT2 MYO1C ADNP SV2C ULK2 PLXNA2 SETD9 SERINC5 ZFHX2 WASF2 PACS1 HPCAL4 LMBR1L RBM3 PPP1R13L FRAS1 ARHGEF6 ACSL1 KMT2A ZC2HC1C ACAA2 AMPH SPOCK2 NEXMIF SMIM14 FXYD6 ST8SIA2 SRPRA STRN C1orf74 DPY19L1 LIMCH1 ERAP1 SLAIN2 PAK1 BTBD10 ALS2 ARRDC4 ANKS1B TECPR2 TMEM121B MIR4671_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4671_3P FOSL1 SYBU CNOT6L LGALSL CPEB1 DNAAF6 CAPRIN2 EBF3 ZNF3 PRKAA2 FAM98A FERMT2 PIK3CB OTUD3 TTYH1 ABRAXAS2 MARK3 RAB30 TANC2 CHST1 SDR42E1 TRAM1 NIPA2 SLC44A1 DIAPH3 THSD7A ULK2 DHX8 PPARG RTCA CCNY RHOH PIP4P2 PTPRG ZFAT TMOD1 STX7 DPP8 SRSF11 ZIC5 RUNX3 HPRT1 C16orf70 CLCN3 TGFBR1 ARHGEF26 ENPP5 AGO4 NPNT KRTAP22-2 MYBL1 RBM25 LY75 SERINC3 VPS13D FAT3 ING2 SH3D19 HS3ST5 AKAP11 NFIA SHANK2 CLIP1 C2orf15 NACC2 SETD7 PAN3 SPART RAP1A KCNA4 MDFIC NECTIN3 PURG DGKE CCND3 TBL1XR1 FUT9 SLAIN1 TOB1 IKZF5 CDK19 ZNF213 JADE1 TSHZ1 ACSL1 GAREM1 RALGPS2 TRPM1 FMR1 PAFAH1B1 KLF7 LMLN HCFC2 SBF2 CRACD ARHGEF4 KLF3 PSAP AR CSMD1 LDAH TES WDFY3 ACBD5 TLCD3A CPPED1 SLMAP ACBD3 ANKRD52 UNC13A TRIB1 HIVEP2 SPATA2 PNRC1 EPC1 CYP2U1 TOGARAM1 MET USP13 UBE2D2 RND2 ACVR1 GJA1 SPHK2 MAPK6 LRP12 RAB5A OLFM3 BPTF WNK1 MLLT6 TOB2 SRSF2 USP8 MDM4 IGSF3 JMY ZNF451 PDIK1L RAB12 STIM2 SLC2A4RG SNX2 IMPDH1 ZNF449 VGLL4 CCDC126 APPL1 STT3B ZBTB4 FAM135A NR3C2 CMYA5 ERP44 UBB CLCN5 FRZB SPESP1 TMEM250 SLC6A6 PELI1 RBM17 DSEL DDX6 ST18 ZMAT3 GPBP1 PLLP SPRED1 KMT2C BAHD1 KRTAP26-1 SLC10A3 EDA MYO10 THOP1 PCNX1 WNT2B SPOCK1 POU4F1 AFF3 CCDC146 TACC2 DCUN1D3 PPFIA2 CPEB2 IGF1 IRF1 KBTBD8 SOCS5 PSTPIP2 PRR32 RFX7 ZHX1 CEP170 NPAT LRP8 ZBTB20 DOCK3 MPHOSPH9 ARFGEF1 KCNJ10 SECISBP2L QSER1 UBE3B ITGB8 HOOK3 EPN2 DLC1 MAF MTMR10 MB21D2 PIK3R5 ZNRF3 MIR548AO_5P_MIR548AX http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AO_5P_MIR548AX CHCHD3 HDAC9 SLC4A10 ZNF217 NR1H4 ZNF280D GOLGA6L9 KCMF1 C5orf47 SH3GLB1 CNOT2 PCDH11X AGO3 TRMT13 RANBP9 PRIMPOL TPRG1L ARPP19 ASF1A CRYZ GZF1 TMEM68 GANAB BRCA2 RORA STK33 DMAC1 B3GALNT1 UBAP2 NIPBL RAB18 C22orf39 JAK2 WWTR1 PCDH11Y DEUP1 SLC25A34 TGFBR1 SFMBT2 ANO4 SAMD8 RSAD2 SEPTIN14 PDE4DIP ANKRD40 CSNK1G3 E2F5 CDK19 ZFHX3 U2SURP RUBCNL AMD1 PAN3 ZNF761 PALM2AKAP2 TSPAN6 NT5C1B RAD23B KLHL14 RYK TMSB4Y POLR2D NOTCH2NLA TNFSF13B GSDMC ZNF236 KCNT2 SLIT2 ZSCAN16 TVP23A ZNF765 ZNF711 UQCRB ATP13A4 ZFAND4 IARS1 SGIP1 SUB1 NIPSNAP3A MKLN1 LPCAT1 LRIG1 SREK1 EIF5 UNC80 PRKACB APPL1 C10orf88 LMAN1 B2M FBXL5 DDX18 GOLGA8A DDAH1 SLMAP FBXO38 LHFPL3 FAM13B KLRC4 REV3L CCDC32 FOXN2 TAPT1 JPH4 PFN4 ENOX2 EGFR ZDHHC21 GIGYF2 APH1B TMSB4X SAR1A CMPK2 DLX6 GOLGA6L4 EOMES JAGN1 LRAT C8orf76 SBNO1 GOLGA6L10 SI ULK2 TOX MED13 HNRNPC TM4SF20 CCDC73 ZBED5 MEGF10 BIVM NWD2 RAB8B RBM26 ZNF813 TSR1 PDE3B FAM120A AKIRIN2 CYP4A22 NPAP1 OTC MGP MAT2B DENND1B FZD5 NEXMIF SLC16A2 LURAP1 OSBPL8 TOR1AIP2 PHIP TUBG1 XPO1 GPR83 NPAS2 GOLGA8B TSPAN2 DDX52 SHPK EPHA5 CNTN3 CLDN8 LONRF2 TEAD1 ZNF492 TAOK3 CLOCK GYPE C8orf37 FKBP14 SSH1 FANCL GABRB1 ITGB8 MIR143_3P_MIR4770 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR143_3P_MIR4770 BRD2 HTR2B SIX4 ZBTB44 DIP2B TGM2 ABL2 RBM24 SLC30A8 PACRGL GNL3 TMEM178B WASF3 SFXN1 LRBA UBE2E2 CMPK1 BAG3 COL5A3 THRB SYNCRIP SC5D CDC42BPA ZNF182 SRSF11 KCNN3 VASH1 DISC1 ASB4 HTR2C HIPK2 PLPBP FADS6 SECISBP2L EME1 ZWILCH GPR15 TTPAL PSEN1 ITM2B FRS2 SLC39A11 GOLM1 PAN3 ELMOD1 SINHCAF MAP3K7 TBL1XR1 SLC38A2 CPD HTR3A UNC5A ARHGAP26 IL16 ATP6V1A UBE2E3 COL1A1 MYO6 SEMA5A ABHD17B ABHD14A UBXN2B GXYLT1 TAF1L ZNF701 CACHD1 INSYN2A ERC1 TTPA DEGS1 AHCYL1 MYO5A ZNF583 MSI2 CACNA1A DSG1 ZNF514 TM2D2 CBFB EPB41L4A KRT80 FBXO46 CA8 MLLT10 EFS RNF6 VAPB AKAP13 PC MEX3C PDIA6 RECQL5 EPM2AIP1 EIF2AK3 MOGS NPR3 STAC SPATA5L1 FOSL2 MRTFB IGFBP5 CCDC110 NFATC1 TAF12 ETV3 USP24 SCUBE2 ARFGAP3 COL25A1 USP40 CPB2 MYBL2 ADD3 AFG1L CRELD1 ALDH1L2 CLSPN IL2RA FAR1 FGF9 PSME4 SMNDC1 SLC4A8 LMO4 GIGYF2 C12orf76 STRN3 GDF10 SH3PXD2A SVIL LRP12 GABARAPL1 DCLK1 FNDC3B SEC14L4 KRAS PGLYRP4 SRD5A1 ATP10A FTSJ1 TUB ST8SIA4 FSCN1 SYT3 TP53RK NSD2 PPM1E TMEM69 SLC25A15 NECAP1 ASAP3 COMMD2 MAPK7 KIF3B SLC7A11 AFF1 FNDC5 BAAT INO80D RPP30 MGP PCDH15 SCAMP4 DENND1B NEXMIF RND2 MFSD6 SLC16A2 ZBTB41 PTPN4 MEDAG NEURL1 CHST10 RAB11FIP1 PTPN23 COL24A1 RASGRF2 EXOC6B ETV6 WWC3 TMEM242 VAX1 KAT6A AKAP6 NFXL1 GLI3 FGF1 CLTRN NEK5 MAB21L1 NUAK2 PHF6 B9D1 TSHR STOX2 SHISA7 FAM117A HOXA5 SYT10 SELL TRAPPC8 ITGB8 TET1 CIR1 MIR6737_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6737_3P CXXC5 MAT1A LIMCH1 FAM219A GSG1 SLC39A1 UBN2 POC1B SCN4B FGF12 FHOD3 CCDC32 CA2 CEP85L ADCY5 B3GAT1 MYLIP TIAL1 TAC1 MIER3 FKBP10 ZNF267 ZNF518A PALLD SLC11A2 AGL ANKRD44 FAM229A AHRR PLEKHF2 KLF12 NCAM1 KANSL1 LMNB1 ELK4 SLC35F1 ATXN2 MAST4 FIGNL1 NRBP1 GRIP1 SLITRK6 ZNF33A COL4A4 DYNC1I2 CELF5 ALDH5A1 PAN3 USF2 ZFAND5 DDX5 FGFRL1 SORCS1 ETS2 ZDHHC2 PYHIN1 IER5 TTC39C MBNL1 RIMS1 FAM53A CADM2 UPRT CDC6 SLC9A6 YEATS4 DDO DTNA TOX3 SRCIN1 BICD1 MEA1 BCL3 CYP2U1 CNDP1 ERRFI1 TULP3 CHMP2B CALN1 RASSF5 TMEM187 NUDT5 C11orf58 LRIG1 PHTF2 SAMD12 GPAM STK35 PCDH17 C18orf63 ZMYND10 ZDHHC11 ACAD10 HEXIM1 EPB41L5 TENM3 RHBDL3 CARD17 RAB5IF HECTD1 OGT TMF1 DIDO1 DDX6 PCGF2 SPRED1 WDR47 DCAF10 RAD23B PCDH8 HIVEP3 ACADSB NAT8L CHD6 NRK PSME4 MGAT4A APOB SDC2 AS3MT FGF14 ZFHX3 BBIP1 PDAP1 RICTOR CLK3 ZNF704 WDR3 LALBA BCHE ATP10A SLC1A4 APLP2 C11orf87 YY1 DICER1 TAB3 NAMPT BIVM EIF3H JCHAIN TLCD4 RAB8B PACS1 PHF13 TMEM132B RAB7B PUM2 LIFR GSK3B STAU1 PLGRKT ZNF275 COL6A5 MED23 TOP2B CLCN5 VIRMA ZZZ3 SPIRE1 FOXN3 USP31 SKIL TSPAN7 MMP24 TRARG1 COA5 C18orf25 ADAMTS3 TUBG1 PALM2AKAP2 FEM1A KLHDC10 MARCHF4 CEP350 WWP1 KLF9 SP4 SLC38A1 MECP2 KCNQ4 SCAI KCNF1 AP2A1 MBD6 ESAM POU2F1 ZNF831 SLC1A2 DPF1 PECAM1 EGFR FAM78A NKAPD1 VPS13A MIR4709_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4709_3P MAP3K7 UBE2D3 PROX2 SIK3 TSHZ2 DNAJC9 RUNX1T1 LRCH2 MAGED2 ZMYND8 UGT3A2 KRTAP2-2 CD53 NMD3 MTF1 SLC35A3 ADRA1A PTPRD ENTPD5 TAFA1 LRRC15 FAM9A OPRPN CCNY ODAM ZNF706 TSHZ1 TGOLN2 ACYP2 FAM160B1 CREB1 PIK3CG AMFR JARID2 OPRM1 IP6K2 RMDN2 IGF2R ADAM12 SGIP1 GPN3 TRAPPC3 ZNF239 HK1 CCNT2 BACE2 C2orf69 ZNF143 DDIT4L MOG PTCH2 WDR36 FBXO21 TRIM71 PLEKHG1 NUP54 LYST C1QB UBXN8 RFX3 BCAT1 BRPF3 RNF169 PDHA1 NT5C1B-RDH14 MAMDC2 CAMK2D KRTAP1-1 DMTF1 WEE1 PM20D1 SYPL2 ALDH6A1 RAB11A FBXO11 SOX6 DDX60 SERPINB4 AOX1 C5orf63 PPM1B SLC25A53 EML4 AP3M1 MAPK10 SLC5A3 WDFY3 FGF2 PCSK5 FCHSD2 TNPO1 ANKRD12 GET3 TMEM108 WFDC6 ADGRB1 SPINK8 ID4 CDKN2AIP TRIB2 SLC39A11 REG3A PNMA3 CDKAL1 SOGA1 CFI LARP1B C9orf24 DNAJC16 NEIL3 SEMA3A TBC1D8B RASEF SH3BP5 TM9SF3 FSTL1 ABCA1 ACER2 CPN2 STK17A PIAS3 YWHAH SPCS1 ERCC6 NFS1 HDHD2 COL5A1 CBFA2T3 APOL6 MAP3K1 YTHDC1 USF3 CCDC28B C12orf29 GOLGA1 LECT2 LZIC COPG2 SKIDA1 SEC24C PNMA6A C15orf40 ZMAT2 ENAM GSKIP SNAI2 DUSP6 NR3C1 R3HDM1 SEMA3C DSC2 FKBP15 RNF166 KLHL24 MMP28 SNX4 RPS6KL1 ENC1 NME2 AUTS2 KIF5C QRSL1 METTL8 ANKRD27 HMGA2 MIR297 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR297 KIR2DS4 PWWP3B FCGR3B OLFM3 OPA1 TFEC CAMTA1 CLEC2D AGO3 BVES FAM120C RNF11 CPSF2 SSBP2 OXNAD1 CACNA1G VEGFA MATN2 TSNAX ACLY P2RY14 ALG13 API5 DNMT3A PIK3R1 PTBP3 KCNN3 CA10 CHIC1 ANO4 FLI1 GCLC DCUN1D2 KIR2DL1 DISC1 UTS2B DIO2 NRXN1 ZNF484 DUSP16 FCGR3A ABCC4 CALCRL AK9 HMGXB4 AR KIN PLA2G4A SYNJ1 HOXC9 GJC3 NTRK3 ZFX MCTP2 BTN2A1 APOOL KIR3DL1 GLCCI1 IGF2R SCUBE3 COG6 KIR3DL2 PNRC1 NKAIN2 OPCML RGS22 TAF9B KCNV1 MKLN1 MOB3B C12orf4 ANXA7 YPEL5 PPP4R2 MADCAM1 SMOC2 FMR1 ROCK2 SLC39A8 ABCC2 ABR BTAF1 LRCH1 VPS13C TTC23L ZDHHC15 PCSK2 CDK8 GABRG3 ANGPTL3 AMMECR1 ATF7 KANSL1L NEK7 INSM1 CRPPA KCNJ3 PTPRT ESYT3 SLCO3A1 RXRG GPC5 MYO1D FANCD2 TJP1 KIR2DL4 UGT8 KIR2DL3 EYS MTREX BIVM RNF220 KLHL9 RANBP17 ZNF280D NSD2 KLHL7 AZIN1 CSMD1 ARHGEF33 RPAP2 KCNH7 OR11A1 ZNF268 ABO WDR64 UBR3 ADGRL2 SDHAF3 CREBRF EIF4G3 TFAP2B PAPSS2 ANKUB1 PASK CCDC191 HIVEP3 ATRN DCC SPOPL C8orf37 NLRP14 PGM3 FNDC3A ZFP36L1 SH3RF2 KCND2 SLC16A14 SCARA3 EPHA1 MIR940 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR940 MBOAT2 CASTOR2 HLF PPM1M DIP2B CKMT2 RANBP10 PFKFB3 SLC30A7 MLEC COL5A3 IRGQ ETF1 PITPNM2 VANGL1 FHIT ANK1 GUF1 RHOA TNR ADAMTSL4 SSH2 TBL1Y STIM1 TOM1L2 NF2 FAM47E-STBD1 MAPKBP1 CSF1 ATP1B2 NR6A1 CADM2 LHPP SV2B SLC4A7 ZNF608 CAPZA1 SYS1 AMFR CD300LG CBFA2T2 CFL2 TRIM33 PTPN12 CAMSAP2 STEAP2 CCDC136 PGAM1 TAF9B MOB3B GPR153 PDZRN3 IQCJ-SCHIP1 PCCB CCDC80 DEPTOR NFASC STARD3 EI24 NR4A3 THY1 ATXN1 BAIAP2 EFNA1 RAB3C HDGFL2 ARHGAP1 SH3PXD2B CDK16 RNF169 SNPH PDE3A AP1M2 YWHAQ FAM104B RETREG2 PACS2 CBX5 MFSD14B NCOA4 SCAMP2 ANKRD63 SPOCK2 FSTL4 ASXL1 SH2B3 GABBR2 STMN2 C2orf68 TUB CTNNA3 LIFR COPS7B CACNA1B STX2 ZNF592 SCN4A ESRRG FAM227A MYO15A SLC25A37 TRAF6 MAP3K9 KIF18B NDUFB4 MORN4 ZC4H2 TRIO ARF3 VGLL4 USP9X ZNF609 ZBTB47 MOSPD3 ETV6 FBXL20 VDR DCAF10 SLC12A5 TENT4A SSR1 PPFIA2 RAB9B KCND2 ICMT CNOT2 XPO7 PCBD2 GYPE VIPAS39 C9orf152 BACH2 PRKN ABCC5 HEATR1 SLC24A2 NECTIN1 LINGO1 PIK3AP1 PIM2 PARD3B PDXK SLC12A6 KCNA1 HMGN3 THEM5 SEMA3F SOX6 MAPK8IP1 WIPF3 VCL RANGAP1 SLC43A2 GLG1 KIAA0930 NUCKS1 SLC24A3 JPH4 ZBTB21 TMCC1 FAM120C RAB35 MYPOP TMEM201 YPEL1 SIRPB1 ASPHD2 GARRE1 HS3ST3B1 NSD1 ST8SIA2 ZNF672 PEA15 MAVS MACC1 GRIP2 POU4F1 ANKS1B NHSL1 ZDHHC9 TEAD3 HAPLN1 MIR7844_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7844_5P ZEB1 ADNP GOLGA6L9 PRRC1 OTUD3 ELOVL7 ZNF281 ELAVL4 MAPK8 MIER3 CTTNBP2 HNRNPF KMT5B LRCH2 JADE3 RAB10 TCAIM NAIP TM2D2 STX7 ZIC5 CPEB3 STMN2 PLA2G4D DAZ4 ZNF37A LDLRAD4 VIM SNAP25 ALDH5A1 JARID2 OTULINL ATP7A EPN2 DLL4 ZBTB10 TMEM9B CARF DOCK9 FRMD4A CPOX XPO4 ZNF608 ABHD5 HERPUD1 TRIP12 RNF170 EBF2 ADD3 METAP1 RAB2A UCHL5 MEA1 SCARA5 ASAP1 CREBZF UNC79 ASTN2 PHF20L1 CDH2 ST3GAL6 KLHL15 FSD1L PHYHIPL SNX2 WASHC4 PPP4R2 NDUFAF4 MEX3C CFAP69 CDYL2 CTSC PRKAR1A CELF2 OGN PHLDB2 SNAPIN LHX8 RNF182 KLHL28 ZEB2 RPTN PPP1R15B PRTG ABHD13 PTX3 C1GALT1 SORCS1 PLCD3 NAV3 NFE2L2 LSAMP HMGCR CRK STRN3 KDM7A NAA50 LRP12 ZNF385D LPP MARCHF8 ABRAXAS2 SYTL4 RTKN2 ABHD2 AIG1 KLHL6 RAB6D FXR1 CYB5R4 SPOCK3 CPSF6 RIMKLB DAZ3 ELL ATP6V1C1 ZFHX4 FAM199X EMC1 ZNF24 DAZ1 ZMPSTE24 HIF1A EPHA4 CDK19 NAA30 RPS6KA3 DAZ2 ZBTB39 STARD4 YWHAB GNG12 MBL2 CCNE2 SKIL RALYL DPH6 GORASP2 DBN1 ADAMTS3 CAPZA2 IFI30 FOXF2 SDHAF3 ZC3H6 ODC1 ELK3 MAML3 POU4F2 C14orf28 PTPN22 CATSPERB PDZRN4 P2RY1 FKBP14 REEP3 MEIOC BBS5 RAB33B MIR2110 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2110 BTBD3 SLC4A10 YY1AP1 SPRR4 WASF2 CD1E IL6ST TRAM1 CYREN PCM1 CUL3 ATP6V1G2 PI4KB CNIH3 RPN2 CAPN11 TBR1 MOCS1 SLC41A1 ZDHHC15 ZADH2 SH3BP4 HECTD3 RSAD2 GRIK1 LUZP2 ETV4 TMED4 MR1 ASPH BRAF FOXM1 LUC7L3 GGPS1 SYNCRIP HNRNPA1 ZFX ASTN1 CSNK1A1 AGAP2 FGFR1 ACSL1 GPR135 MCPH1 GRID2 ZBTB4 CD69 G3BP2 SARM1 ARFGEF3 GDF11 NECTIN2 TMEM182 KIF21B CYYR1 SPOCK3 CALCA PTER IGF2BP3 NMT1 PATL1 SUSD2 UVSSA CEP135 RNF169 PSTPIP2 PYGB UBE3C ITPRID1 ZMYM4 COPZ1 PTOV1 PRKACA ELOVL4 PSKH1 LOXHD1 SMIM19 WNT5A UNC5B NAALADL2 SMAGP ZNF516 FAM122A S1PR3 BCAS3 PLEKHS1 COPZ2 NRAS FCHSD1 PIK3R3 CYP4A22 NRIP1 MMACHC C1QTNF3 GBP3 PBX2 SLC38A1 NADK2 SLC38A7 PTPN1 ZHX3 ZNF609 MBD2 KIAA0825 MOB4 ATP2B2 RASL11B PRCC ZNF620 YTHDC1 PCYOX1 ITSN1 ELK1 BCAM ZFP28 LRRTM2 TAOK3 HSPE1-MOB4 ZBTB44 RNF180 BNC2 MAP1A CCL8 RAB11FIP2 TBC1D8B WNT8B PTPN14 ZMAT4 FBXO41 SERINC1 G3BP1 NECTIN1 PRDM8 SEMA5A ENO2 DIRAS2 SLC25A33 ELAVL3 XBP1 WBP1L CXCL11 SEMA4G RPH3A RARB ZDHHC8 THAP2 TPH1 TMEM144 PLEKHH1 MED9 RNASEH2A KSR2 ENAM CCDC82 SLC7A14 JOSD1 OLIG1 SMS INO80D ZBTB39 IFNLR1 SIPA1L3 UBR3 APOL4 YES1 SGTB VWC2 MAP2K1 AGPAT4 ZNF831 TNRC6A USP12 LRRC75A MIR7110_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7110_5P IQSEC2 BCL2L13 PCYT1B RRP7A DMTN MNT KLC2 CTCFL FIZ1 ZNF74 PRKACA ZBTB7A SEMA6A PIP5K1A TMEM51 NEURL1B KDM6B ZNF324 COG8 KLF12 MEF2D RAB18 WDR33 P2RX1 BANF1 GGA1 HECTD3 COX10 NDFIP1 CELF5 MYH14 PUS10 TRIM3 BCL11B PTPRD TRIM58 NECTIN1 CNIH4 PTGES2 EFNB1 GSDMA THEMIS2 RAB1B LEF1 NFIC RARA CNIH2 RUNX3 SEPTIN9 PADI2 PTCH1 FOSL1 GPR3 SYNGAP1 PIN1 KMT5A RPP14 NECTIN4 HOXA9 SMARCD1 KIAA0232 CD276 MS4A15 RAB2A OLFM2 ABLIM3 FOXA2 CREB3L1 ARHGEF1 DLK1 YWHAH ELAVL3 KCNK3 IGF2 ASIC1 CYB5R3 UPK2 EFNA5 ZNF385A DNAJB5 SLC6A17 KIF21B RC3H1 CNPY2 CDK5R2 PSD4 B4GALT7 IGFBP5 DDAH1 TOR1A B3GNT7 CAMK2A KMT2D PLVAP FOXP4 FZD2 FOXO6 LIG3 SYT5 TPBGL PHOSPHO1 HIP1 RSPO4 LZTS3 DOK3 MIER2 POLR2F PABPC1L2B RAB3A ATL2 PRKCG CABP2 CTNS ARID3B PDF PPP6R1 CITED2 RPH3AL PABPC1L2A SPRED3 HSD11B2 VPS13D STRADA RALY NTSR1 ZFR2 TLDC2 CISD3 ZC3H7B CNNM1 TTC9 CDC25A CETN1 DAGLA FXR2 LHFPL1 SOX3 SLC8A2 KCNIP3 BSN SFTPB SLC25A4 C5AR1 OTUB1 ZNF512B MSR1 DPY19L1 RASL10B U2AF1L4 TBC1D30 IDUA CDK12 TNS4 ADGRB1 MECP2 KLF16 ZSWIM4 HYOU1 CYP2W1 LIN7C DESI1 GRIN3A SCRT2 TRH EGFR SPNS2 TBKBP1 MIR138_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR138_5P CASTOR2 CLEC1A MTUS2 ZNF148 FERMT2 NKAIN1 ATP11C RCAN2 SOGA1 ST6GALNAC4 PPIP5K1 PPARD KLF11 CD34 TMOD2 TRAM1 SCN8A SEZ6L2 UPF2 NBEA TULP4 ADCYAP1R1 KBTBD4 THRB PRPF40A KLF12 KMT5B TENT4B SLC41A1 TMTC4 CSRP2 SLC35F1 DCP1A ANK1 MAST4 RAD51D SLC6A8 CORIN AGO1 CELF5 MIEF2 DMKN AKAP11 VIM EID1 CCND3 MTF2 ZSCAN22 LAYN PRRT4 NRM NINJ1 HK1 HECTD2 EZH2 UNC5A THAP11 FAM169A RARA CDK6 PAPPA NSMF ARHGAP42 RELN RIBC1 ARPIN PWWP2A THRAP3 CA3 VPS26A PACSIN2 CALN1 RB1CC1 FAM210B FRMD5 DNAH12 TRPS1 PDIK1L CALHM5 NFIX AHCYL2 DEK SIGLECL1 ZNF385A H3-3B ZFP36L2 PLXNB2 LMAN1 SLC6A17 UHRF1BP1 BCL11A SNCAIP MRM3 RASL12 LIN9 ARRDC3 CLIP1 KDELR2 FAM83D EPHA8 ZEB2 CLMP NEUROD1 DNAJB6 PPARGC1A G6PD CCDC85C NPPC CNOT9 GNAI2 USP10 FOXP4 ITGAL DESI2 DCUN1D4 PDE3A UNC5D CENPN SLCO3A1 LZTS3 RIMS2 FEM1C CNOT6L STXBP5 RNF38 ROCK2 SIRT1 SCRN1 RPRD1B ADAL TIPARP VEZF1 SOBP KIAA0930 SEH1L SH2B3 RPS6KA1 ZFAT AGO4 SULF2 JOSD1 MAN2A1 KDM5A LYPLA1 ADGRA2 TMEM198 PTK2 ZNF275 BPNT2 PIP4K2C SPTB ARHGAP32 S100A2 SH3GL2 RMND5A VSTM4 KLHL18 SLC2A10 RASSF8 NFIB HIF1AN GNG2 GTPBP1 PSD2 DTX4 PDE7B CLVS1 ILDR2 GTF3C3 TTLL12 JAZF1 SIN3A PTPN4 SESN3 NSFL1C FOXC1 L3MBTL3 KIAA1958 CLN5 LIMCH1 BAZ1B KANK1 CLNS1A LPAR4 VSTM2L SYT13 GGCX SORBS2 KMT2C RHOC C6orf47 SENP1 MXD1 ACVR2B TEAD1 SERTAD4 LSM14A AMMECR1 CREB1 APPBP2 CLOCK SOCS5 ARHGAP6 JMJD1C ZER1 NKAPD1 ACP7 UBP1 CNOT8 ERI1 MIR4514 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4514 CREB5 ADAM22 HAND1 TMCC2 MARCHF6 RANBP10 GRIK3 ACSBG2 TMEM9B AMER1 PITPNM2 MBD3 LBH ZNF250 NAA60 ARMH3 CMTM4 ZNF526 N4BP1 ABR CYP7A1 RPF2 ITGB3BP FGFRL1 CASKIN2 EIF1AY MYADM COX7A2L UTRN GCC1 PARN STAMBP SV2B GPR63 CREB1 ZNF608 KL CYP4A11 GJB1 TRAF3 UNC5CL SCUBE3 U2SURP CACNA1A CRLF3 SH3GLB2 CTTNBP2NL CYP11B1 BLMH ASB6 TENM1 AKAP13 CACNA1B PRX CC2D1B SGPP1 CCNT2 ITPK1 MAPKAPK3 IQCG NAV2 PLAAT5 NPR3 WWP2 ATP2B3 BMF FBXO45 KDM2A CS SCN4B NBPF3 MPIG6B CDK16 SPTSSB KIAA0513 CHMP7 SLC26A7 XRCC6 TBC1D10A RETREG2 KIF3C PNKD SH3BP2 TRIM26 OTUD6B NBPF8 CAPN2 TBC1D13 GPR26 VAMP2 RAB11B ATXN7L3B PAK2 VPS36 TEX2 SLC43A2 DOLPP1 MAP2 NAV1 SKI FBF1 RAB11FIP4 MAP3K9 WDFY3 SLC8A2 EGR1 DENND10 AVIL KCND3 TFDP1 TLR9 NBPF1 RIT2 GRB10 NFIL3 TSPAN2 FBXL20 PCDH1 NBPF12 C18orf25 SLAIN1 KRT73 NBPF15 SSR1 DESI1 TRPC4AP AREL1 SYT1 STUM FPGS BRD4 PRKAR2A HIGD1A SLC39A10 DOCK5 MINDY2 SERPINH1 JARID2 FAM83B PCDHB10 DNALI1 CHL1 MYBBP1A COTL1 NXPH4 OLFM2 PIAS3 F8 USH2A PCSK7 SMARCAD1 PHTF2 CNTN2 NBPF9 SSBP3 SON CYP8B1 PPP1R11 SMIM24 RNF123 NOTCH2 MYPOP TBC1D2B WASF2 L3MBTL2 GABRB3 RIMS4 DIS3L2 ESR1 GARRE1 ZC2HC1C NEXMIF STRN RNF44 ST7L ZSCAN2 ERGIC2 DOC2A PABPC4L KY POU4F1 SMLR1 ZMAT3 WASL MEIKIN PRM1 MIR4270 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4270 NBL1 C10orf105 MYO1C DDN VEGFA RAPGEF1 RCC2 PPP2R2D LBH APBA2 SYNJ2 KCNE1 GPATCH11 FAM222B SPRR2D LINC02873 TOM1L2 GLIS3 IL17RD CNIH4 CLCN6 MAPKBP1 ATP1B2 BRAP WNT2B DUSP3 TTC39C LTA GXYLT1 MAPK3 OPRM1 RAP1GAP2 B3GLCT ZNF185 SMG6 AGO1 HS3ST2 RGMA C6orf223 ZBTB4 ZNF70 NGEF ZNF385A ATP6V0D1 SLC6A17 GIT2 NPR3 PRSS16 DDX6 GLRA4 ZDHHC9 SPRR2A RAB3B STN1 COL11A2 RAPGEFL1 KCNB1 GADD45A CDK14 EIF4EBP2 SPOCK2 CD82 TRIP12 ADARB1 NCCRP1 ZFR2 HAPLN4 TRIP6 FLOT2 TMEM138 PSMD9 CDPF1 NFAT5 MS4A18 SNRPD3 FCHSD1 SKI WDFY3 CLN8 GREM1 IKZF1 XPNPEP3 PDE7B KCTD7 KDM4E MYLK4 INSM2 PCYT1A GNAO1 CNNM3 DUSP18 FANCC FOXP4 IFFO2 NIBAN2 KIAA1671 SPRR2B FAM20A ESAM EXOC3L2 ARHGEF11 HTR3E DCC SHISA7 PIGZ KRTAP5-2 WFDC10B TRIB2 NR1D2 SYN2 SATB2 FAHD2B TMEM183A SOGA1 MAP1A MEF2D CSNK1D TBC1D8B LRRC27 ABHD2 HTR3C IQCC BEND4 NMUR1 MITF REEP4 PLA2G2D BCORL1 SMARCD1 RUBCN ZDHHC3 ZBTB34 C19orf84 NFAM1 CNTN2 PRRT2 MYRF GANC KBTBD13 RPH3A SZRD1 NYNRIN TDO2 SPRR2E ALX4 CCL22 SUFU HTR4 MEF2A OSBP ASTN1 FOXK1 MRPL15 SV2C TAP2 TNNI1 NUTM2G RAPH1 OMG VWA5A KRTAP5-10 PDXP BBS1 KMT2A ZNF444 SPINT3 ZNF747 AEN ZNRF1 RAPGEF3 MFRP SLC6A6 SDC3 DDB1 PRICKLE1 CDK12 STRN4 AUTS2 ARL17A MIR4478 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4478 MDM4 ATM AFF4 MDM2 PRMT5 ZNF281 MBNL3 MARCHF6 MOCS2 FAM155B MCFD2 HOGA1 PDK3 SLC44A1 IRGQ RPN1 THRB STAG3 SEC24B LRTOMT VTA1 RFTN2 CRIPT IKZF3 CEP83 COQ5 PRUNE1 FAM20B ACVRL1 KCNMA1 SGPL1 MEAF6 GPI FAM86C1P TBC1D24 NBPF14 HMGCS1 NBPF11 SAMD4B PSD3 IMPA1 IGF2R GPR156 SUCLG1 ADGRG5 OLFML1 ZNF587 COL21A1 CA10 SGSM1 DYNLL1 PIP4K2B TMEM132D SLA2 ORAI2 CERS6 SRRM4 TMCC3 ZFYVE26 PMP2 IKBKE PMS1 NBPF3 TNFRSF1B ZNF850 TMPO FEN1 USP8 ZBTB8A KCNB1 GFRA1 TRAPPC2 EGFR CBX5 CHMP5 DDX31 GRB10 GTF3C1 SPOCK2 LAMP3 NBPF8 NBPF20 C11orf95 NRIP3 ZC3H4 RAB3IP S100A7A IGLON5 COPS7B PDP2 GORASP2 EIF4E3 NKTR LEPR ALS2 MICAL2 PTAR1 UTP25 IL13 NOMO2 GJC1 LYPD5 PRKCA CDADC1 XPNPEP3 CHST11 ERCC6L2 C4orf3 MMP24 FKBP4 NBPF1 SF3B3 APOBEC3F HMCN1 EVI5 CORO2B UNC5D ETV6 FBXL20 SLC11A2 GRK3 NBPF12 NBPF15 RAPGEF5 NOMO1 GNB4 KCNJ10 AUNIP CYP1A2 XK TMEM99 PLEKHA6 KPNA1 NDUFAF5 PAX6 SOGA1 MTMR4 HIF3A ABI1 GNPNAT1 ZNF814 TNFRSF10B MED14 MAVS C10orf99 DCD CCDC174 ABCD3 ZZEF1 NOMO3 PMAIP1 PIK3AP1 CYP20A1 MTMR3 NBPF9 RBMS3 OTUD4 SZRD1 F2RL2 EEF2K TBC1D20 KRTAP24-1 HOOK3 PAX7 LHCGR ONECUT2 KIR2DL4 ANK1 FBXW2 CHST3 ABCC1 MTREX ZC3H7B SPAG17 PARVA CLVS1 CDC23 DCAF16 XPO1 SRGAP1 NRP2 SLC10A7 KRT75 GABRB2 SCAI SF3B1 MIR1208 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1208 VBP1 ZNF280D ZEB1 FANCA CDC27 MBNL3 MCFD2 RUFY2 CCDC178 CRTAP ROBO2 SORBS2 CDH19 SECISBP2L PACSIN2 PRKAB1 PDIA6 SLC25A44 IL7R TIMM17A TCEAL4 DHFR ZIC3 GPM6B GMCL1 DHFR2 SCFD1 ERC2 GLUD1 CYBRD1 ZKSCAN1 POLR1F ADAM12 ADD3 EIF2S2 SRC FGFR1 ZC3H13 LEPROT SPRY3 TLE4 C6orf223 UTP23 LDHA IRF6 SPATA20 ZNF461 LRRN1 NFATC3 TMED6 KIF3A CHMP2B AEBP2 AFF3 PLCXD3 PHF21A GORASP1 NUDCD1 PDE3A NT5C1B-RDH14 C16orf72 TMPRSS2 BACH2 DISC1 GANC SYPL2 TRIP12 CASP14 PTPRG PDIK1L HIC2 FNDC3A ZNF592 NFAT5 SRSF3 WDFY3 JKAMP CDADC1 BCLAF3 PDE7B BTBD10 MYCBP2 FCHSD2 MPP6 TUSC1 DMXL1 ZDHHC7 IL5RA PPP2R2A GNB4 MGAT4A LRP6 SRSF10 SLC24A2 ZBTB22 MRPL13 CNTNAP3 GRIA4 IRS2 YTHDF2 PPP1R10 SMCO3 DNAJC21 TBX1 USP45 PABPC3 GPR180 PAQR9 NUCKS1 CHN1 TMEM170B NXF5 ADRA1A ARHGEF6 AP1G1 LCOR BAZ2B DENND1B CXXC5 HERPUD2 ZFR INO80D SLC35B1 BTBD3 CNTNAP3B ST8SIA2 TMEM209 OXR1 RNF145 DR1 SIPA1L2 TYR AGPAT4 ARMCX1 KRTAP7-1 EPOP CNTRL MIR5189_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5189_5P CREB5 SIKE1 HOXA13 TMEM41B PALM2AKAP2 PADI3 COL4A5 TANGO2 CHL1 RAB11FIP3 FGF14 SIDT1 FAM124A PTGES3L KDM2B SC5D SRR C1orf210 SAR1A DCTN5 CMTR2 TRABD2B PSD3 GDNF SSH2 RMI1 YAP1 APPBP2 PPP2R2B DAB2IP GUCD1 MIER3 NRP1 NDOR1 IFI35 YEATS2 GPI IFT122 GABRA1 FMOD EGR3 CCP110 CXXC4 NBPF4 ORAI2 AKAP13 ARF6 BTRC CAV1 ABCB8 ZNF322 BRPF3 SEC14L1 NAT8L PHF21A SPRTN FBXO33 KCNB1 FMO5 PGAP2 APBB2 SLC6A4 C16orf72 NF2 JRK CRTC1 ZNHIT6 TUB CKAP4 RD3 SLC22A14 TPI1 RC3H1 PRR14L LRRC31 SEC63 ATP8A1 RORC GIPC3 DDX11 KPNA6 KCNK2 GRK6 PDK1 SLC17A5 PTEN IPO9 ZNF609 FOXP4 CMKLR1 ACP6 YTHDF1 PPP3CB TMEM127 CCNT1 GPR62 TFAP2A NOS1 LRRC41 FOXP1 TFB1M TRMT13 FAM120C AHI1 NPLOC4 NUDT19 PODNL1 SLC25A12 ANGPT4 SUDS3 CEACAM7 SRFBP1 NECTIN1 PLEKHM1 CACNA1I RPL28 NFAM1 FBXL20 SMPD1 ARRDC3 TCTN3 MARCKSL1 TRPC1 NXF1 PLOD1 RARB TTC22 EEF2K ZBTB8B SMAD6 GAB2 RIMS4 ARNT2 WWC2 PRND AQP2 MUL1 RBMS2 SYNGR1 LRRTM3 NUFIP2 HIVEP3 SPSB4 NLRP14 RYBP LARP1 MIR5689 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5689 EGR2 HNRNPK ACSL3 AFF4 ATF1 FAM168B PLS1 FGF12 MEF2C FOXO3 STEAP3 SATB1 SGO1 PPM1B PRRG1 ARAP2 RECK PPP3CB PPP4R3B LPAR1 RHOH KALRN CTNNA2 GNAI1 GALK2 BACH2 CWC27 MAST4 SLC39A10 LYSMD3 ZSCAN4 SEMA6D MAP9 ZNF780A AMD1 UTS2B GABRA6 CCN4 PAIP1 NCK1 TBPL1 ELMOD1 SNX18 STX16 UBR5 HK1 C9orf40 UTRN ATP11A LINC01517 ADAM23 SLC16A7 IKZF5 ACVR1C UBE2E3 RERGL PTK7 FMR1 CARMIL1 NAPEPLD TSHZ1 TASOR PUDP TRIM33 CASZ1 PTPN12 MSI2 TMEM168 KLF13 WSB1 TOGARAM1 PRR16 TEX101 KYAT3 OTX2 BPTF AMBN MYT1L TACC2 TNRC6B RNF6 BRINP2 MAML2 RAD51C ARF6 TXLNG HTRA1 BCL11A PKP4 ZNF594 DAB2 PIGA TMTC3 IRF2BP2 DACH1 ZNFX1 RBM47 HECTD1 CTDSPL2 AMACR ZNF644 EPHA3 CHST11 KRTAP2-3 TAF1 ACVR2A PRRT2 GATA2 ITGBL1 DESI2 SAMD12 PTPRB TMED4 LMO4 PANK1 FAM168A FAM120A ENOPH1 DCHS2 VEZF1 UBE2D1 CHML PAX4 SEMA4F TAB3 LCLAT1 UBFD1 SH3BGRL SLC25A53 COPS2 ZFR IL1RAP SMAD1 MYEF2 AMPH NRIP1 NFYB CNIH4 MOB4 GAS1 LRRC1 CKAP2 DR1 LDB2 EHD3 MOSPD1 NPTX1 TSPYL1 NR4A3 PRXL2C ARRDC4 CLOCK SOCS5 JMJD1C AP3B1 TET1 MIR12119 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12119 KXD1 HSPA14 CASTOR2 SLCO1A2 ZKSCAN8 WASF2 FAM177B CSRP3 GNB1 MARCHF6 COL4A6 CD300LF PGR RALGPS1 PEAK1 QKI RHOT1 RUNX1T1 PATJ MOCS1 KCNH1 NKIRAS2 FIGNL2 PPP2R3C KIF27 PPP1R9A RIC3 MYEOV PAX6 PTPRD MMP28 OPHN1 USP38 DUSP16 UTRN CCER1 CCPG1 IKZF2 TET3 ERC2 ZNF608 GXYLT1 RHOQ SLAMF6 CYSLTR1 RGS19 KLK4 PRDM5 CDYL SRC PRR16 SRSF6 RBFOX1 ZMIZ2 NAV2 ESRP1 RAMAC ARMC8 ZFYVE26 TMEM52B ERCC6 KANSL3 TOMM40L NFATC3 RASSF6 RAB3C PAX5 ACVR2A AADAC COPS3 LRIG2 VAV3 FGF14 HOXA1 LGR5 RPRD1B RCAN2 PSKH1 BEGAIN ADGB ADAMTS15 SH2B3 ZNF80 RASGRP1 EXPH5 USP36 UHMK1 GIN1 COL6A1 ZNF705A ARF1 VNN1 CPEB4 FRK SLC2A13 SUCLA2 PIP4K2C TRAF6 GPD1 NRIP1 URB2 PRKCA CAPS RUNX1 THAP1 PCYT1A LCK RAG1 MRRF TRAK2 ARID1A DLK1 ADAM10 KIAA0040 SPATA12 KCTD2 POLK LRRC8A UVRAG RCOR1 GALNT15 ARFGEF2 RGS1 SLC25A26 MIOS XPO7 SPECC1 CAPS2 SEMA3A TTC17 ANGPT4 CCND2 HOXC10 DFFA DNALI1 SENP2 APOBEC3A YOD1 TEF SEMA4D KCNA3 SFXN5 DDHD1 CDNF LINC02688 PPM1F VCL CBFA2T3 NXF1 ZNF705D ANGPTL4 SRGAP3 ZNF705E NALCN GLO1 ERLIN2 SAA2 PBX4 CABLES2 ARID3B STON1 BAZ2B SPRED3 RAB8B RB1 SERP1 CYB5A RFT1 ZNF233 AAK1 TIMP2 CLEC1A BMPR2 IKZF3 ESCO1 ZBTB41 CYRIA TTC14 MFHAS1 MXD1 ACVR2B MTMR9 MFSD8 TET1 ZNF626 MIR150_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR150_5P CD84 NWD1 IPO5 MDM4 ADAM22 CAMK2G WTAP SNAP23 CBL NDC1 ADAM19 PAX5 IRGQ NSL1 FSHB NKX2-4 MYB IST1 SMIM14 SAYSD1 ZNF33A IKZF2 SV2B TMSB4Y PDE7A SP1 PAPPA POM121 CTH TSPYL5 AOC3 TDRP C6orf120 DCAF6 SLC30A5 PKP4 SLC16A12 ZNF555 ZNF805 FAM168B ZBTB4 TNRC6B TMPRSS11A IL7 ORAI2 ZNF490 C1orf21 SLITRK2 AHI1 NPR3 PERP FADS1 ZCCHC3 MTCH2 RAD23B POU3F2 GDI1 CU634019.1 EIF5 IBA57 GABRG2 TMED4 SLC20A1 ZFX ZNF25 UST RRM2 POM121C SLC8A1 GPR26 C5orf58 ENSA DENND4A ZNF460 TNF FBXL5 RC3H1 SESTD1 C22orf46 ABCB9 HILPDA VPS53 CERS3 PRKCA XPNPEP3 PPP1R3A CYP4X1 ATP6V1H PIRT ADIPOR2 ZFP91 MOB1B COL19A1 STOX1 ANKRD12 IPO9 UBE2J1 NRCAM VAPA SNX7 OPA3 HOXA2 HSP90B1 TMEM108 CDKN1B ACSL4 SP5 AIFM2 MBD6 TGDS SPOPL EPHB2 PPP2R2A PLP2 NR1D2 MBTD1 TRMT12 SMC3 SEMA3A BASP1 AICDA KIF1C CHMP4C MINDY2 CPD CHD2 GGNBP2 POLH ACER2 ZNF711 PIK3AP1 NLRP7 ZNF346 CYP20A1 SETD5 ST6GAL1 PRKAR1A CU633967.1 LRRC58 SZRD1 TADA1 PPARGC1A CLSPN SETD7 RBM48 SNX30 FBXW11 PTGFR VEZF1 HNRNPH3 ZC3HAV1 CU633904.1 KCNIP1 ZEB1 ZHX2 KMT2A SLC7A11 BSN PSMB6 CLVS1 GK5 CMTM6 FP236241.1 CD38 CDH7 IMPACT ITGAX ELOVL3 FTO RORB PIK3R1 FKBP14 SOWAHC SLC4A4 PURA MIR8087 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8087 SOX6 SYBU MGST1 WDCP IL2RB GRIA2 ZEB1 C17orf75 UBE2V1 FNIP2 ZNF281 RBPJ FYN TDP1 REEP1 CXCL6 CHL1 PRMT9 GUCY1A1 RORA CUL3 EPHA5 GLTP LIPA MEIS3 ATF2 MPPED2 DCUN1D1 LIN28B HSPA4L RAB5C CRYZL1 NOL4L SP3 PGAP1 KDM6A CDC37L1 MRAS ARHGAP12 TMX3 PAN3 TLX3 SINHCAF TM9SF3 SAYSD1 NR3C1 SHCBP1 IKZF2 VAPA RIMS1 SOX5 GAB3 USP33 CSRNP3 DEPDC1B PDE4D YIPF6 POLR3F OSBPL1A TSPAN3 MAP3K15 EDEM3 IFNK SEPHS1 ZNF280C AHR MAOB C4orf19 FMR1 KIAA0825 EPM2AIP1 NSL1 LMCD1 NCKAP5 AHCTF1 ZUP1 ANKFY1 CD200R1 SPRED1 HEPACAM2 ABHD13 ADCY2 PI4K2B SPTSSB ZDHHC9 TMC5 RIC1 TIMD4 SNX9 C12orf73 VAV3 HIBCH CACNB2 STRN3 FAM168A KDM7A ANKRD49 SRSF4 TRAPPC10 TMEM263 AP1G1 GDAP1 HNRNPC BNIP2 RSF1 ESRP2 RCN2 PEDS1-UBE2V1 HLCS RSBN1 EAF1 EML4 JADE1 ARHGAP32 PTAR1 AZIN1 SH3KBP1 LYSMD2 ADAM9 MYEF2 ARGLU1 SLC30A4 INSIG1 ST8SIA4 E2F3 MAPK6 EDAR VCPIP1 NOVA1 SIN3A UBE2E1 RIPOR3 SKP1 GLI2 DGCR8 NAPG ZNF136 TDRKH QRSL1 IMPG2 IL23A MIR1205 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1205 GRM1 CASTOR2 GSTM4 PCBP4 HCFC1R1 ITPR2 TSPEAR GRIK3 WNK3 CACNA1A DICER1 ABI2 SLC24A4 RAPGEF1 H2AJ JAM2 LBH USP20 NPC1L1 CTNND1 CDCA2 LDAH EPHA3 KAT7 XYLB N4BP1 SYK ICE1 UHRF1 GLIS3 KLK6 RASGEF1B BICDL1 ZNF862 ANKRD17 ASTN1 C20orf194 MKNK1 IGDCC3 NTNG1 TMEM230 SLC35A3 EBPL WSB1 SNTG2 NMNAT2 PPARD RGMA FAM217B SPRY3 FAM168B MUC6 MYT1L EGLN3 ORAI2 NT5C2 C1orf21 ARF6 MFSD9 PTPN11 ST3GAL5 ATXN1 EIF5A2 GUCA1A MAP1B RBM46 TSPAN13 KIAA0513 CUL4A AP2A2 ERLIN1 CHMP7 FIBIN ALDH7A1 PTBP1 COPS2 PDE2A ANKS1A QSOX2 TPBG ATXN1L TUB POLR2J3 ZNF592 NCS1 PDE3B DNAJC6 FAM120A SNX21 GMFB CNTD1 SPAST SLC30A4 UBE2W C1orf226 BCL2L11 CNTFR IPCEF1 ADNP2 PPP1R3B USP9X FOXI1 TMEM62 SMARCE1 FHL1 TEAD1 GLI3 LSM14A ST6GAL2 TDRKH POLDIP2 ADAR CDS2 PELI2 GPHN RRP7A FAM98A CNOT2 PPP4R3A SOGA1 PLAGL2 SRGAP3 MLXIP PPIF AGO1 CCR4 SETD3 CCND2 TM9SF3 ADAM7 DNALI1 TOR2A USB1 TTYH2 ACIN1 SLC35F6 CLTCL1 HACD2 RNF19A DIRAS1 TXNDC17 DNAJB1 PSME4 RFX7 SUFU SH3PXD2A POM121 SV2C JCAD RAB8B ARHGAP17 NCKIPSD SBNO1 SFRP1 ZC2HC1C AMZ1 NATD1 ENGASE KCTD9 NFATC2 GUCA2A LACC1 EIF5A DSE KRBOX4 PNPLA5 PTCHD1 FBXL8 RGS16 AMMECR1 ASB7 CABYR DOCK3 SSH1 ZDHHC6 SLC4A4 MIR1915_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1915_3P MDM4 PGPEP1 PTPA TCF3 C1RL PFKFB3 NHSL1 MLEC SPSB1 CACFD1 TNFSF8 OR2H1 CHTF8 GUF1 SLC7A8 TSKU HEYL BZW1 PCDHGC3 CD79A GDF5 ZFYVE27 NDOR1 NEURL1B ZNF426 TGIF2 ISY1 MISP OVOL1 TRAF3 SET PTGES2 PPP2R5D TFE3 FAM53A MXI1 ORAI2 PKP1 SLC18A1 CXXC1 VPS37D ARMC5 ZC3H12A XRCC3 SLA SUSD2 CA7 MAP4 SNPH LRSAM1 MRTFA TMEM250 TPBGL WNT3A TAGLN2 MICU1 PRR30 ATF7IP2 CLCC1 PREX2 XPNPEP2 RBFA ZBTB2 SORCS2 MAFF SLC1A4 TMEM184B TCF12 FBXL18 EFR3B TRIM67 SYNC GIGYF2 CDIP1 HNF1A DAGLA SRF ALAD NAV1 KLK5 STC1 KCNJ12 IP6K1 ZNF474 CACNG2 KCNC2 MMP24 GRK6 CALCR PNLIPRP3 TMEM120B ZNF609 MIDEAS ICOSLG SZT2 ARHGAP32 MIGA2 LSS KIF13A TSPAN17 LZTS1 TMEM94 MAU2 ZNF471 SOGA1 RGS8 NDST1 SNX33 PRRC2A MEF2D VASH1 SLC24A2 DEAF1 MAVS NECTIN1 PRRT4 PLEKHG4B SYT7 WSCD1 RABEP2 TMEM132B KREMEN1 RNF216 NCLN TEF PABPC1 RNPEPL1 SYCP2L IFITM10 KCNC1 CEP250 ADRA2B MYRF SPRING1 PCDHGA12 OLFML2A RPH3A C12orf75 WNT2B OCM ALX4 TMEM217 SUFU ANKRD34C SPRYD3 PAX7 RHO NR2E1 MGAT3 YPEL4 CPXM2 SPRED3 LIN28A ZNF483 MAPKAPK2 RIMS4 ADCY6 SREBF2 C17orf97 ANKRD52 TRARG1 PNMA8B NEURL1 ZBTB4 PDGFRB NPTX1 GRM6 SDK1 HHIPL2 PRAG1 TMEM245 EXOC4 LARP1 MIR9500 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9500 AHSA2P STEAP3 C20orf96 RANBP10 DNAJB4 TMOD2 PIANP PTPRE KCNMA1 CTNND1 IP6K2 GRAMD1B PKD2 ATAT1 GPR176 PAX6 XPNPEP1 SPRR2G TMEM183A ZCCHC4 OAS2 TIMP3 GALNT13 VPS45 HMGXB4 PKIB SP1 PIK3CG PRDM10 FOXD4L6 GJB1 FAM126B PGAP2 FOS UBE2A PITPNC1 FOXD4L3 PLEKHH2 TNRC6B HLA-C SYT2 GTPBP3 MTMR11 ESYT1 DENND4B FNDC5 SETD4 USP10 CHD6 RAB3B PHACTR2 MIA3 LILRA4 LSAMP EDDM3B FAM168A UBE2L3 KDM7A CCDC186 ROCK2 RPRD1B ELFN2 THSD7A FBXO11 MID2 SDC1 NRIP3 UHMK1 RD3 TPI1 PAK2 FAM122A GSK3B NFAT5 HOPX FREM2 POU2F1 AP3B1 POGZ GDAP2 HERC3 PHOX2A CYP4A22 MAFG PRKCA DPH6 HYLS1 BICRAL GLIS3 MMP28 LRRC59 SPICE1 CMKLR1 ATF7IP ZNF106 SLC22A23 ANAPC5 SMAD2 UCP2 CCNT1 IL6R STOX2 TFAP2A LRRC41 C5orf51 VPS39 PAK6 CMTR1 ENTPD7 PCK2 NECTIN1 PLCD4 FBXL14 C7orf31 C2orf49 SMARCD1 CTAGE1 AL589987.1 MEX3A DMBX1 CDK5R2 SNX27 PBX1 GSPT1 BAZ2A HLA-B F2RL2 TACR1 MED13L HOOK3 ZNF572 CCDC43 KSR2 POM121 VAMP1 TNNI1 LALBA HNRNPC LIN28A ZMPSTE24 SLC25A15 BOLA3 CYP17A1 WDR77 NUP160 PPM1N NEXMIF ST8SIA2 PIK3C2B ADO MGST2 SEMA4C PTPRJ MAGI1 SST UNC119B EPB41L2 ZNF354C FBXO42 ANKS6 MIR3925_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3925_3P PHTF1 ZNF85 GPD2 AKIRIN1 ZNF101 SLC5A9 ZNF117 ZNF273 STRADB MCHR2 SAR1A SLC35F1 CCDC60 AKAP12 ZNF302 MOG ZNF480 ZNF544 ZNF808 ZNF761 ZNF431 ZBTB10 ZSCAN22 ZNF138 ZNF432 MAP4K4 ZNF426 AKTIP PPP2R3A ZNF611 ZNF765 ZNF254 PHKB ZNF559-ZNF177 ZNF514 NUP98 ZNF559 ZNF440 MBNL1 SMARCA5 CBFB ZNF732 ZNF490 ZNF716 ZNF594 DAB2 CELF2 MAP3K3 FLAD1 CNOT9 FBXO45 PRTG RBM46 ZNF493 PRR32 CBX5 CDK14 ZNF107 ZNF83 ACSM5 ZNHIT6 ANKRD42 HAPLN4 ZNF99 ZNF705A C7orf25 ZFP1 ZNF600 C22orf46 ATXN7 SNW1 ZNF708 ZNF124 ZNF816 SIRPA ZNF91 CABP4 PEX13 ZNF718 ZNF682 ZNF626 ZNF714 LYRM9 CCBE1 ZNF468 ATP2B2 ZNF90 ALDH1A3 DUOXA1 HGF PTPRB SLC12A8 ZFP90 ZNF730 GNB4 NDUFB5 TACC1 NR1D2 ITGA4 CCNYL1 GRIA2 ZNF845 NDST1 PLAGL2 PKP2 EFNA3 KLHL29 CPEB3 SEMA3A PLCD4 IPMK TENM4 ZNF701 DPH6 ZNF844 ZNF816-ZNF321P SH3TC2 DNAJB11 CDH2 ATXN7L1 ZNF676 ZSWIM6 MYRF ZNF763 OSR1 SLC4A5 LIMK2 PODXL RBPMS CNN1 ZNF705D ZBTB20 ZNF705E BOC ZNF888 MYO6 KCNA4 ZNF28 SLC25A37 ZNF813 ZNF773 AAK1 ZC2HC1C NFE2L1 TDRD1 MARCKS ZNF439 FZD4 CDH7 ZNF578 MEIS2 SRGAP1 FAN1 APH1B SERPINE1 SLC35C2 EPB41L2 UBXN4 RGS16 SF3B1 ZNF675 ZNF195 RCHY1 ZNF728 ZNF208 SULF1 ZNF586 MIR4269 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4269 NWD1 CREB5 KCNIP1 SLC39A10 RSBN1L RBPJ MLEC TSHZ2 SLC44A1 IRGQ ETF1 CYBC1 ROBO2 MYORG ZFAND5 UBL3 PGAP1 U2SURP VWA5B2 DVL2 TIMP3 SERPINA1 PTK7 SV2B GPR63 PDE7A ZNF608 TDRP CYB561D1 SUCLG1 ABLIM3 OSBPL11 RPL7L1 ESR1 FZD1 CTTNBP2NL APP NMNAT2 DOCK11 UBE2K CACNA1B PRX LMAN1 KIF21B MGAT4B GIT2 MAPKAPK3 AHSG CAV1 GAREM1 ZNF585A SENP8 ZDHHC17 FAM167A LDLR THY1 RAB8A WNT8A SCN4B RAD21 RFX3 RIMS3 NAA20 UBE3C CDC20B QRICH1 ACCS SPRED2 MAP2 SEH1L SERPINI2 TMA7 TMEM248 TRIM9 EIF5B CEP164 UBFD1 SH3BGR FBXL18 PPM1B MYO18A LMAN2L GRIN2A TLN1 PAFAH1B1 MORC2 DNM2 SCN3A RMND5A HOXD1 ESYT2 SKI DNMBP WDFY3 HIPK3 HIF1AN FAT1 E2F3 KCND3 TFDP1 PEX13 ARAF HNF4G TUSC1 TOGARAM1 GATAD2A PLEKHA1 CKS2 MIDEAS TENT5A TMEM64 BRWD1 MTCL1 KCNMB1 GPCPD1 TEAD1 AKAP6 KCNH8 SLAIN1 CREB1 ZFYVE16 SOX8 TAOK3 KIF16B GNB4 REEP3 PDGFB GRK2 BTK CTNNB1 LMNA UBTD2 NPLOC4 PRKAR2A CSMD2 ATG4A LRCH2 PPIF POLE3 ACVR1B MINDY2 ZBTB22 JARID2 BTBD7 RHOB CAST MAGI1 TMEM214 BCL7A ZNF688 DSG1 ADCY3 CREBZF KANK1 PCSK7 SEPTIN2 TRPS1 ZNF436 IGDCC4 FASLG OTUD7A ATXN7 PFN2 MTSS1 RNF165 CRBN XYLT2 ZEB2 EIF4H SCN2A APPL2 ALDH1L2 SMARCD1 MED28 CLCN3 RNF123 SNX30 MYPOP SPATA5L1 GNPDA1 ZEB1 RGS7BP FOXO1 ERF FAM161B UHRF2 SPINT3 HEY2 SORT1 ARHGAP28 SRPRA MEOX2 PPP4R2 PHF21A SIPA1L2 LANCL2 KANSL1 SDC3 ERGIC2 KRTAP26-1 KCTD6 KPNA4 STK39 PLXNC1 USP12 CSDE1 GET1-SH3BGR ANKS6 MIR224_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR224_5P BCL6 RGS6 MDM2 CHRAC1 COX7A2 FAM168B HRH4 FAM118B PPP2R5A CDH13 EHF UCHL5 PTK2B ST6GALNAC4 NEDD4L GGA3 CTNNBIP1 ATP9A LARS1 PRXL2A PGBD2 SLC10A7 SRD5A2 CD200 EDEM3 SIM1 HCCS DSG2 DDX17 API5 GPATCH11 CCPG1 AADACL3 LSM12 RFTN2 SUDS3 KDM6A IPO7 GPR15 AMD1 MYO1B IMMP1L MARCHF6 MAP3K7 FRS2 DAZAP2 TNKS2 CHD2 TIMM23B CASTOR1 AKTIP METTL7A XPO4 PIK3CD ABHD5 PRR5L ABCD3 GPR55 CYRIB ATP2C1 SET CCNL2 PLOD2 TMPRSS11F ZFAND6 PHF3 TMEM168 OSBPL11 C8A LHX1 CSRP1 ABHD18 ELAVL2 LAPTM4A OCLN CCL13 LASP1 CNTN2 H3-3B ARMCX2 PDE5A ATXN7 ABCC2 DNAAF4 FAM204A PLEKHG4 GABRA4 RNF182 SLMAP BCLAF1 CDK8 RNF213 PRTG DPYSL2 ZFP28 SCN2A RPL34 DCUN1D3 STIM2 RLF CHD6 SMAP1 C17orf58 PTPRB ZNF860 MREG ZMYM4 INHBC DIO1 CHSY1 ATAD2B CACNB2 CHMP5 MEX3B MT1M SFRP2 WEE1 CIBAR1 CD28 FAN1 MYPOP MED23 CGN PFKFB2 MED13 FGF18 LCOR TM9SF2 ANKIB1 TMEM248 LRRC40 VSIG10 LOX ZRANB1 NWD2 KDM5A NACC2 PLGRKT SLC31A1 RBPJ FRK COL4A1 LRIF1 SLC26A9 SGCB VSTM4 CHERP ANO9 TRIM10 PIAS1 PYGO1 NRIP1 ZBTB24 WDR82 TMEM260 NFYB TFDP1 GTF2A1 CELSR2 SOS2 UBE2W MAGI1 DARS2 C4orf46 CYRIA GDI2 RGPD4 CORO1C PYROXD1 HOXD13 MLF2 TNC C18orf25 PHF6 SCAI MOXD1 CPEB2 RPIA TMEM183A ARHGAP21 MIR1910_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1910_3P EGR2 MED15 AFF4 CDKL5 HMBOX1 PARVB KPNA3 RBM39 YWHAB MTF1 JPH3 ZBTB20 CRKL N4BP1 CRIPT TMX3 PPP1R3D FAM91A1 GSS EML6 ZIC3 SV2B HMGXB4 TP53INP2 PAPPA REEP1 SIRPB1 KCNT2 CASP7 VAMP7 CMTM7 SCUBE3 CAMSAP2 TIAL1 RNF4 PLP1 ARID1B ASAP1 TAF9B USP46 OLFM3 BLMH SPRY3 CUL5 IL17A LASP1 CEP85 SCML4 RCC1L GYS2 ZNF652 NCOA3 ATP2B3 NT5E RBFOX2 RAB3C VPS54 ARHGAP1 AIF1L AFF3 C1GALT1 SPTSSB OSBPL9 SLC66A1 APBB2 FAM8A1 ZZZ3 UST TMEM154 POT1 ME2 SOX6 SH2B3 STOM KHDRBS1 STMN2 KIF1B CLEC3A ADGRL2 DUOX1 CNOT4 PDS5A TF MBP NKTR NUP153 ATP8A1 KIF3B MAP2 INHA SERPINB8 MAP3K9 RBMXL1 IKZF1 SUMO3 ZC4H2 KCND3 MYLK3 DCP1B IGFBP3 STIM2 BCAS1 EVI5 USP53 CEP350 SLC9A6 GPR107 COX15 SMAD2 ME1 AKAP6 KRT73 BMP6 TENT4A PPP3CA DESI1 NECTIN3 TRIM44 RCOR1 LZTS1 MYO1D MB21D2 MMD WIPF2 FIZ1 DPF2 CCND2 TTPAL FAM83B NECTIN1 AL162231.1 BCL11B TNS1 OLFM2 GOLPH3 SMARCAD1 TRAF3 IGDCC4 WIPF3 IPO8 DESI2 MAP3K20 NUFIP1 CYP8B1 PLXDC2 DDX50 ZMAT2 MYO1C ADNP SV2C KIAA0930 ULK2 PLXNA2 SETD9 ZFHX2 WASF2 PACS1 HPCAL4 LMBR1L RBM3 PPP1R13L FRAS1 ARHGEF6 ACSL1 ZC2HC1C ACAA2 AMPH SPOCK2 NEXMIF SMIM14 FXYD6 ST8SIA2 SRPRA STRN C1orf74 DPY19L1 LIMCH1 ERAP1 SLAIN2 PAK1 BTBD10 ALS2 ARRDC4 ANKS1B TECPR2 TMEM121B MIR4649_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4649_3P CASTOR2 ALS2CL ARMC1 MEF2C OMD TREM1 KPNA3 ZNF557 IRGQ ANGPTL6 PATJ ZDHHC3 KCNH1 FIGNL2 ETNK1 PCDHGA5 CDC42EP4 PCDHGA11 HEYL PCDHGC3 ANKRD40 STRADA STIM1 ZNF761 ZNF230 UTRN SGPL1 KRTAP3-2 GPI C12orf42 FOXP3 PPP1R12A ERC2 RCSD1 CPT1B RALGAPA2 DDHD1 CD300LG ACBD5 ZNF33B RRP36 KLK4 OSBPL3 ZNF587 SRSF6 LUZP1 FAM217B RBFOX1 ETV7 ORAI2 MAGED1 CELF2 ARMC8 RHBDL3 MLX FAM172A NFATC3 SGSM2 PCDHGA3 BID CYCS LONRF1 ACVR2A SUSD2 LRIG2 ANKRD23 VAV3 LY9 PCDHGA9 UBE2I HOXA1 SCAMP2 RPRD1B RCAN2 RICTOR CRY2 NAALADL2 RASGRP1 STAU2 BCL2L1 CEP164 FAM122A GATM KDM2A PCDHGB3 CPEB4 PRR14L SLC26A9 RBM14 SLC2A10 TBC1D16 DNAJC19 ANGEL2 DENND1B IGF1 URM1 HOXB6 STK40 ADAM10 MLF2 MIDEAS FSTL3 NUP58 PALD1 TSPOAP1 JADE2 STOX2 UVRAG IL5RA FBRSL1 RAB9B SERPINB2 C9orf57 MIOS FZD3 SEMA6A TRAPPC9 GLE1 NXF1 ANGPT4 CCND2 PLXNA4 TMEM164 MAVS TOR4A PLEKHG4B HDAC7 MCF2L PCDHGA10 ARHGAP42 NUDT12 PRPF40B ABHD17C HCAR3 CYP2U1 GNAT1 UGGT1 PCDHGA2 PPM1F DIRAS1 LHFPL2 PCDHGA12 TMEM268 BAZ2A RNF213 ERGIC1 KIAA0930 UBQLN1 RFX7 ATP2B4 EVPL SRXN1 ENTPD4 RUNX1T1 DLC1 ASTN1 ZMAT2 HDHD5 RCN1 HCAR2 PCDHGB7 ARID3B PPARGC1B BAZ2B SPRED3 PCDHGA8 ZNF366 BTBD18 RAB8B RB1 PTGS2 PCDHGA1 B4GALT2 AAK1 ZNF276 CSMD1 ZRANB2 FGF5 SLC17A7 CFTR PCDHGC5 LIMK1 PPM1H PTPRCAP NKIRAS2 S1PR2 UBN1 PCDHGA7 RPS6KL1 LENG8 DSE PHKG2 MFHAS1 FGF4 ACVR2B PCNX1 KCNA6 CBFA2T3 ZDHHC9 MTMR9 PAG1 MIR4255 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4255 TFG AFF4 CNN3 ZNF217 C11orf96 HAVCR1 RIPPLY3 TSEN34 AMMECR1L PRIMPOL SLITRK4 TNRC6C CDC7 SCRN3 QKI SGCZ CCDC198 RAB11FIP2 SUCO WWTR1 C6orf62 CCDC47 ZIC5 MARCHF5 ARID4A SAMD8 CPEB2 ZBTB20 RUFY2 FAM149A FRS2 INPP5A SMAD5 APC KCTD3 PAM GCNT2 LAMTOR3 CD24 NGRN AQP4 C1orf53 PDE12 ELF2 HECTD2 ZNF230 UTRN VPS52 MARF1 CDC14A NABP1 FOXM1 MFSD2A FOSL1 RHOQ TMTC1 POLR3A CFL2 SETBP1 CCNI2 RGL2 ACSL4 NKAIN3 CRK FAM171B ACSL1 PPCS MAP4K3 PTP4A1 RNF111 BRD1 ELAVL3 SPAG9 LRRFIP2 YTHDF3 SCAMP1 HDLBP USP8 LARP4 SNX2 TSGA10 BAZ1A KDM4A NUP88 DDIAS VCL ARTN ASH1L ITGA5 SNX24 APLN NBPF3 NLGN3 APPL2 PBK SPPL3 ANLN C12orf73 CCNJ STT3A MOSMO CAPRIN1 BBIP1 TRIP11 EBF3 CCDC6 EPB41L2 ROCK1 FNDC3B ARHGEF2 IER3 ATF7 SH2B3 BAHCC1 LCOR UGT8 CDK17 ATP6V1C1 FGL2 ATP2B2 DYNC1LI2 C2CD2 TAF5L BOD1L1 SRGAP2C CTNND1 JADE1 KMT2A TAB2 RABEP1 INO80D CPEB4 HSBP1 YWHAB FCHO2 RABGAP1L KIF5B TASOR2 ZBTB41 MEDAG CTLA4 TTC14 VGLL4 XPO1 RNF145 SAMD4B GSAP BEST1 ELK3 DYNC1H1 GAS2L3 RICTOR GLT1D1 TAOK1 CDKN1B C18orf25 NCKAP1 PHF6 FYB1 SCAI EPPIN-WFDC6 HMBOX1 KIF5C ATRN CLOCK ZBTB10 ANKRD28 CEP170 MOSPD2 ARHGAP35 RAB9B MGAT4A MIR6128 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6128 CHCHD3 SLC30A6 AFF4 ARMC1 NCALD ZNF281 IL6ST SULF1 TMOD2 NR3C1 PHC3 ETS1 JADE1 TNIK FRMD4B ETNK1 ZNF326 GCLC NOTCH3 PRKD3 ST6GALNAC3 FNIP2 TNKS2 NKRF PAQR3 TESPA1 CBLB LHX9 GNPDA2 SUMO2 GPR3 PIM1 OAS3 UGT2A1 PON2 MTX3 SLC30A9 RALA RAB6A KDSR RORA SGIP1 CTTNBP2NL DCLK3 EDEM3 EOGT G3BP2 EGLN3 KIAA1217 MBIP BCL11A LANCL1 ERCC2 CDH1 FAM172A ZNF285 MEIS2 QTRT2 CD164 UQCRB PTBP1 UGT2A2 MANSC1 ZFHX3 CXADR GID8 SMURF1 MBNL2 FUBP1 ASXL2 SOX6 KIAA2026 CLCN3 ENPP5 ZC3H4 SRSF9 YIPF4 BIVM SESN3 CEBPZ FOCAD MSRB3 ATF7IP EPB41L2 RALGAPB DOLPP1 FAM155A DPY19L4 STC1 ING3 MYL12B RNF8 SEMA4D ZBTB8A LUC7L2 EVC IFNGR2 MIPOL1 NCOA1 TIA1 NPR1 AKR1D1 TENT5A GRIA3 RTL5 STAT3 CCR1 TANC2 PLAGL2 HIF3A COPG2 BACH2 GATA6 TIPRL SPTLC1 SPON1 SUDS3 BIK SLC38A2 FMC1-LUC7L2 LATS1 ZNF711 ARL3 ELAVL1 AL589987.1 FAM210B ZNF280C GPR158 ZFPM2 USP45 ZMYND11 SOCS2 UBE2R2 TMEM30A MAP3K1 LRP2 CLASP2 TMEM217 ESYT3 GJC1 SLC24A3 SGMS1 B3GNT2 ATAD2B CDK6 FNBP4 SHANK2 ARHGEF39 MSN PRND DLAT TRIM10 TWSG1 CNTNAP3B SNAPC3 CCDC28A TMEM169 UBN1 MEOX2 ATP6V0C LENG8 WIF1 OAF BEST1 AMBRA1 RSPRY1 CAMK1D NFATC3 WDR48 MIR544B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR544B ARMC1 LYN TMEM41B CREM LIMD1 ZADH2 CCDC96 PIP5K1A SLC44A1 IRGQ THRB MBD3 TGFBR2 COX20 SH3BP4 LOXL3 SHISAL1 SECISBP2L CASKIN1 ACTL6A FYCO1 AP4E1 HTATIP2 SGPL1 NR6A1 RBM41 ZIC3 GMCL1 SLC26A6 USP33 MYT1 IGDCC3 SRC RASSF5 DOCK11 LOXL4 BLMH PITPNC1 FBN3 WASHC4 TEX38 ABCG8 FSD1L PCTP IRF2 NCOA3 MAP3K3 MINPP1 KLC4 HEPH ZFYVE28 IGF2BP3 FBXO45 KLHL28 HDAC7 RGL1 CHIC1 JAKMIP3 CIAO2A ADA2 RAB32 PLCXD3 ARNT FEN1 PTPN7 SPG11 RETREG2 HIP1 SP110 SLC2A12 TRPV3 PUS1 LPP DCAF12L2 ZNF704 ELFN2 ALDH6A1 ADAMTS15 CYB5R4 PIP4P2 FAM118A KIF21A ZNF558 HDLBP ZNF264 HAPLN4 TINF2 UBFD1 RAD54L2 PTK2 MGA ESRRG IRS1 PDE3B CASP6 MICOS10 ZNF322 BMP2 CACNA1I WSCD2 CCDC62 RBM7 CCDC57 CHFR PBX2 TMEM251 CUL1 FNTB MMP24 MYCBP2 INSR ZNF616 PPP2R3A CACNG3 IPO9 TAZ HNF4G ZNF609 DMXL1 CEP20 ADAM10 LDB2 HDAC6 ZNF76 MAPK8IP3 AMIGO1 KIAA1671 COL4A2 DNAJC27 TRIL ARSD PPP3CA ATP11C HOMER1 ABHD3 EML1 CEP85 ATP2B1 PPP4R3B ADAM8 PTPN1 TENT4B RAB11FIP2 ELMOD2 ABCC5 SPATA5 CEP164 CCND2 PLXNA4 TM9SF4 PAN3 GLT8D1 IPMK PLEKHG4B BCL2L2 ANKRD33B HDX CBX2 SLC14A1 ZNF646 NDST3 KMT5C PCGF3 PSME3 KLF13 MEMO1 ELAVL1 DHX35 MMP14 OR51E1 ELOVL1 UHRF1BP1 ARIH1 MAP3K1 C1orf210 SMARCD1 ENTPD4 ZNF841 PPP6R3 ITGA1 VDR FOXK1 KLHL6 PLXNA2 BRMS1L DICER1 ERVH48-1 RPEL1 SMARCC1 ARPP19 UHRF2 KCNIP3 ERCC6L2 TBC1D9B ARID1A ANO3 UBR3 CCDC13 SOS2 SEMA4C CORO2A RPS6KL1 KCTD15 IRX2 SCML2 CMTM7 NUFIP2 H2AZ1 CNNM2 SLC38A7 HTT CACUL1 STK4 XPNPEP3 CHST14 DMRT3 CAND2 ARRDC4 ESYT1 HMOX2 MIR6770_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6770_5P PIAS2 SCMH1 SPATA33 CACNA1E PEX11B CEP290 ADARB1 COL5A3 MOCS1 NRG2 TP63 KCNH1 HEYL HCAR1 ZBTB20 CMTM4 TRIM58 ARHGEF10 ARHGAP44 ITM2C SRGAP2B FCRL1 ZNF417 SEPTIN9 LLCFC1 MFAP2 SYNGAP1 NKD1 RPP14 RNF170 LRRC66 COG6 FAAH2 NFIA SYT14 FHIT CYP11B1 LRRFIP2 AARD ARL4C DNAJA3 ERAP1 KRTAP9-3 IRF6 SYN3 CDYL2 TRPM3 TOLLIP EPS8L3 ANTXR1 SPPL3 LY9 ST8SIA6 IQUB PXMP4 MAPK9 PNKD PDE1C SYPL2 MPP7 SOBP CD209 SUSD1 RUNX2 THSD7A CNOT4 DAZ3 ZFHX4 NOVA2 CLIP1 DAZ1 SIPA1L1 CARD8 NRAS RPGRIP1L STARD13 GSTCD ERLIN2 KIF3B RMND5A PPP3R2 KPNA6 ZMYM3 ORMDL2 MIER1 VPS41 EPAS1 ILDR2 PRIM2 CACNA2D2 EZH2 DEPDC4 PLPPR4 MSR1 PIK3R1 INSM2 CELF3 CELF4 PPP1CB STMP1 MAB21L1 CHUK ZFP28 LYZL1 KIF16B CDC42SE1 CSTF3 TAFA2 ACSL3 WIPF2 CAMTA1 XPO7 DNAJC10 LPGAT1 PKP2 LYZL2 COX11 ELMO1 SPTLC1 DOCK5 GGT7 SUDS3 HNMT PIANP KRTAP1-3 TFAP2C TOR2A ADPGK MRPS36 DAAM2 CREB3L1 RBM43 PSMF1 ZDHHC3 IGDCC4 DHRS3 DUSP10 IFT57 CHAD TMEM121B PAQR9 RMND5B HDGFL3 SPTLC3 ZAR1 INHBC PPP1R11 PPP6R3 SIX2 RNASE13 XPO6 RXRB LNP1 ABRAXAS2 TAP2 LYPD3 AGO4 KDM5A HPCAL4 ARHGEF39 COLEC12 AAK1 MTNR1B ZNF585B SYT7 ZNF444 NLK ZNF37A BSN GK5 PRIMA1 CDC23 FAM220A KLF7 FBN2 HTT VPS26B COMT SCN2B CAMK1D KCNA6 PON1 ARHGAP35 DYNC1I1 ISCU MIR3064_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3064_3P ZBTB44 NRF1 CBLB ZNF749 GPX8 PRKAG1 PDCD10 GNB1 ITPR2 RANBP9 ZNF845 OXR1 FZD3 DDX3X MAPK8 RPS6KB1 SLC39A14 ZNF267 ATE1 ZNF91 DCUN1D4 ANKRD50 NAPB ZNF117 GOLGA6L1 SNAP91 BBX SLC35F1 SRSF11 DISC1 CORIN FBXL3 SLITRK6 ZNF614 NAB1 SEMA6D ZNF808 ZNF761 MAP4K3 DYNC2LI1 ZNF138 ELMOD1 SYNPO2 THBS4 FAXC SEMA5A HEATR5A VIL1 RO60 BHMT2 ZNF611 ZNF600 ARID4B ZNF701 PLCB1 CFL2 TRIM33 ZNF765 DPYD DPY19L3 ZNF844 AKAP5 ADA RFWD3 ZNF816-ZNF321P STXBP5 TTC38 MCU SRC ZNF559 ZNF440 ZNF83 LUZP1 BPTF GPR158 ZNF610 ZNF676 GABRG1 ZNF93 UGT2B7 MAGEB1 ZNF732 ZNF716 ZNF468 ZNF107 ZNF737 ZBTB18 ZNF415 GOLGA6L6 ANO6 RAB3C ZNF92 FOXN2 ZNF493 CASD1 SRSF1 BCL2L11 ZC3HAV1L PTEN GRM3 TPT1 ZNF681 ZNF708 ZNF888 NAA15 PJA2 USP49 UGT2B28 PIN4 GCH1 UMOD GAP43 GALNT16 HAS2 ZNF700 ARF1 TAB3 ZNF816 ZNF99 CPA6 ZNF28 RGS7BP ZNF813 PCDHB13 EPHA4 CRACDL MSN OSBPL6 DNAJC6 PTBP2 OGA PTPRF NPAP1 ZNF124 MGP ZNF268 PITHD1 EGR1 CHST11 FOXN3 TPP2 MAPK6 NRTN ZNF439 ZNF682 FCHSD2 MOB4 ZNF655 CAPN7 ZNF578 MAT2B ZNF626 CREBRF ZNF714 SEL1L CRYL1 C18orf25 ZNF721 ZNF730 LZTS1 REEP3 ZNF195 RNF150 ZNF728 ZNF208 TRIB2 MIR3926 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3926 ZNF576 MUC15 REM2 ZNF69 ECHDC1 ARL6 GPRC5B PAX6 A1CF SATB1 ZNF423 HCRTR1 RBPJ ADARB1 BIRC6 TSHZ2 ATXN3 TULP4 CBY1 MMP16 SSBP1 KANSL1 PIAS1 ELK4 NR4A2 POU3F3 MOB3C LSM12 CSNK1G3 TTPAL VPS26A TOM1L2 FOXG1 SELENOT NECTIN3 KDM8 GALR1 DHX15 TES KRTAP1-3 UTRN ATP11A NSRP1 GCC1 RYK CCER1 BRAP NR6A1 TNFAIP1 NMNAT1 FMR1 SMAD7 CADPS2 DCX HCFC2 CREB1 VDAC3 SP1 TENM4 AR PRICKLE2 KLRF1 PLCB1 DLG1 POLR1B JRKL GHR HIF1A SLC30A5 CDH11 ABLIM3 STK17A PTMA VGLL3 PRR15L SLC35F3 STAC2 FBLN1 CHMP2B CKAP2 MAP3K19 C11orf58 ALDH1B1 EEF1A1 ACP3 EFHD2 ADGRD1 C1orf21 ELK1 TFRC PIGA ODAPH RTN4IP1 ANKFY1 PTPN11 CLIP1 ZNF71 RABGAP1 FSBP PTX3 TMEM38B MON2 TMX1 CHN1 ARHGEF12 NIPAL1 SCG5 PTPRB LOXL1 ZDHHC21 MAN2B2 DEDD2 CNOT1 JAM3 ATP6V0E1 EIF4EBP2 FAM166B UNC93A NAA15 ARID3B RBMX KCNG3 MED13 HSF5 AGO4 NUBPL YIPF4 IDS ZRANB1 KIAA1549 SHANK2 ZNF678 RRAS2 NDUFA2 PPP2R5C PCDHB14 AAK1 ZNF318 ESYT2 RASSF8 CFAP44 KPNA6 APBA2 ZBTB39 TDRD1 CYSTM1 MMP24 CIT FCHSD2 ATP6V1D MOB1B KLF6 POGZ NUFIP2 CEP350 RNF146 DDX3Y NCMAP SBSPON GNAZ TLL2 ASXL3 FLRT3 IGF1 HOMER1 LVRN CEP170 SCRT2 RBL1 AREL1 RPL15 SRPK1 ATP8B2 MB21D2 MIR4288 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4288 ZNF576 DLEU7 ARNTL ADAM22 ZNF148 KCMF1 MEF2C TRMT13 KLF4 LMX1B ELAVL4 CDRT4 EPB41L1 CAPZB UIMC1 SMR3B TOMM6 MMP16 FAR2 SUCO DROSHA LRRC4C MGAM2 NTM USPL1 AMELX NAA60 LHX6 FBXW11 SORBS1 LTBP2 ZNF382 PPARGC1B UHRF1 IKZF3 CC2D1A ORAI2 AQP4 ZNF45 SALL3 PTPN13 RNF125 HOXC4 LHPP SPRYD7 ELF3 CCDC121 MBNL1 MAGI1 MGAT5B UBE2Q2 RAB39A LIN9 RUVBL1 SKAP2 TVP23C-CDRT4 DHX40 CSNK2A1 TANK NTNG1 PKD1 CDH11 ROR1 PARP8 MAPK10 KIAA0895 SOX5 DCTN4 KIF1B TNRC18 OAS2 NBPF9 BCL6 CU633967.1 GFRA2 RASL12 IFT57 CCNL1 ZEB2 CAMK1D TAF6 TGFB2 DCN SERTAD2 CU634019.1 ITGBL1 SAXO1 SORCS3 PTPN7 SNRK RFLNB ADAM10 NRARP DENND4A SH3PXD2A COLGALT1 ATG2B PSIP1 GLUL RASA1 AP1G1 ZC3HAV1 PROK1 CASP14 TOX CU633904.1 UGT8 TIGD6 LAPTM4B DCANP1 PABPC1L2A GPR26 CHST3 PKDCC SHANK2 NACC2 ZNF598 COLEC12 HILPDA ZNF552 VSTM2A DYRK1A DNMBP KLF3 KCNQ3 ING3 ERI3 SCAMP4 ATG7 CLVS1 GGCT BCL11A FP236241.1 CD40LG GPRIN3 CEP350 SPC24 SIX3 RALB PALD1 PTCHD1 UBXN4 SP4 ACVR2B TEAD1 CSNK1D SELENOK CCNT1 POU2F1 SHISA7 TCEANC2 PRRG1 ZFC3H1 FGF7 ZNF208 SULF1 TMTC2 MYCT1 MIR520F_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520F_3P CXXC5 CREB5 HSPA14 OLFM3 ADCY10 CAPRIN2 MNT NT5C3A IL6ST CNRIP1 RARB ZBTB7A SAR1B NRCAM C11orf54 TFAP4 VLDLR IDI2 FGD4 EXPH5 ASAP2 SEPTIN2 RCOR3 GALNT3 VASH2 ZNF804A LAMA3 ZNF367 MARCHF5 LMO3 ARID4A WNT9B MTF1 PAK5 ITFG1 CROT KIF23 CDK19 TOM1L2 RAP1A FYCO1 USP46 LRP5L PRDM8 NR2C2 LHX6 TRERF1 ATAD2 PRRX1 APP ITPR3 RALGPS2 CYP26B1 TNFAIP1 FMC1-LUC7L2 IKZF2 TET3 PLAG1 MAP3K2 TMSB4Y NFYA SP1 GXYLT1 ARID4B DDHD1 GAS2 ISM2 CFL2 ZNF213 PRDM4 MUC7 PRC1 CYP2U1 EFEMP1 CDCA7 KCTD10 SS18L1 RB1CC1 CDCA4 OSBPL8 ZBTB37 PDIK1L DERL2 DAPP1 MEX3A CAMSAP2 TNRC6B RGL1 SAMD12 ZNF385A SOX6 ROCK2 GDF11 TLCD3A BAZ1A IRF2 CELF2 ATXN7 ARMC8 RDH5 ZFYVE26 C2orf69 PMPCB PIP4K2A BICRAL MAP3K14 CUX2 ASH1L FGD5 SPRED1 USP24 AEBP2 SLC22A23 SLC33A1 PDCD4 RND3 SLC24A3 JPT1 RFX7 MED12L KCNB1 ADAMTSL3 EPC1 COPG2 SLCO3A1 CDC25B FBXW11 DENND5B BBIP1 ADCYAP1 MBNL2 CCDC6 TIPARP SYTL4 PKN2 RAB11A CYB5R4 LCOR IKBIP SETD9 AMER2 ANKRD50 TAB3 RASSF2 DYNC1LI2 EIF2S1 DCAF6 LDOC1 PICALM LAMP5 MYO19 VAMP3 SYNC KIF26B PACC1 KMT2A ZNF75A LEFTY1 UBE2Q2 SLC49A4 RAB22A ADAM9 MDGA2 ZZZ3 SMARCC2 DENND1B ATF2 PCDH7 TP73 JAZF1 GLIS3 TUBG1 LUC7L2 KIAA1522 CNOT11 FIGN WDR37 YOD1 MCL1 CACUL1 CDKN1B CNTN3 ZBTB11 FBN1 SPOP MLIP CILP ASF1B LRP8 FNDC3A KDM1B ZKSCAN1 ZNF800 TMEM19 QSER1 RBL1 HNRNPA2B1 TET1 MIR299_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR299_5P ESR1 PARD3 PAK3 ABITRAM STYX CA2 PRIMPOL RBPJ TIAL1 KLF11 GLRA3 MAPK8 CLSTN2 DNAL1 ROBO1 LAX1 GALK2 VANGL1 SGK1 CCDC90B MAEA THUMPD2 TNFAIP8 MAT2A MTDH DDHD2 CD83 LYRM1 GPR34 TLL1 ITIH5 CPEB2 ZSCAN22 ABR TCERG1 PPP2R5A NFKB1 AFF1 TMSB15B STX16 CCNG1 PARPBP ABCC4 IKZF2 SMC4 TRDMT1 SP1 MAP3K8 UBE2Q2 ABHD5 PPIC RHBDD1 SELENOP UFM1 GTF3C3 REC8 HEY1 RALBP1 DST FAM3C OSBPL11 ARHGAP5 CDCA7 HACD3 USP48 TCEAL8 GNPTG GOLPH3 MINAR1 TMEM161B PHYHIPL GPAM STK35 PDGFC KDM4A ZNF585A KCTD12 SYT16 KITLG MARCHF9 SOX4 ALCAM RASSF6 RAD21 ERBB3 NEUROD1 TRPA1 SLC2A2 ALG14 CAPN2 FAR1 NAV3 AVPI1 CD2AP C9orf129 GFRA2 SLC5A12 FAM53C LAMP3 SEMA3G TIPARP PRR23B VEZF1 NSMAF TMED7-TICAM2 SMG7 FREM1 CLEC2B MPP3 HDAC4 ACTC1 TTC37 CSGALNACT1 SIAH1 RSBN1 MMP12 SMURF2 CALCR FST PDE3B OGA KLHL30 MYEF2 GPATCH8 CEP41 SNX12 CEP55 ERMP1 LRRTM3 TMEM209 LPGAT1 EMC3 TICAM2 NCF4 TMEM17 KCNC2 TSPAN2 SOS1 WNK1 DEFB4A LRRTM2 ZDHHC5 SCN7A BMP2K RTL6 KRTAP5-11 QSER1 WDR26 MIR6071 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6071 EGFLAM FCHO2 DLG3 PEX11B OGT UBE2D3 MAPK8 CWC27 TRPS1 DCP1A GREM2 KCNH5 TRABD2B SORBS2 UBL3 SH3D19 PACSIN2 XYLB PAXBP1 RBBP6 YAP1 RAD23B CEBPZOS TBL1XR1 TRERF1 PNN NR6A1 YPEL2 TMPPE EFHC2 C8orf44-SGK3 SET AMD1 STEAP2 FUT2 PCGF6 CACNA2D4 OSBPL2 MIP C1QL2 IFNK MXI1 PTPN2 BCL2L11 RASSF8 BANK1 CYFIP2 MBP MAN1C1 TLE1 CASK PKIG RAB3B IKZF2 GFRA1 DDI2 SPX DLGAP1 MFSD14B EMB RHPN1 KIAA1958 UGT3A1 TOM1L1 TBXT ZNF704 KLHL2 JRK RAB30 SOX6 TPST1 SGK3 TUT4 CREG2 TFB2M EDN1 PDS5A IRS1 FST SAP30L SLC5A3 ZPR1 MORN4 LDLRAD4 RCC1 TFDP1 PLPPR4 TOR1AIP2 PLCXD2 TMEM150A CLN5 ZNF793 DCX ARF4 GATAD2A IHO1 KIAA1549L TENT5A MBNL3 MAP3K20 FHL1 CNOT10 VGLL3 CDKN1B DUOXA1 FAM53C DNAJC27 DPF3 ZNF695 RNF24 FSTL5 LGALSL FOXO3 DCAF8 CRACR2B SOGA1 CDC42BPB FZD3 PAX9 KLRD1 GKAP1 AICDA ARMH4 ESM1 SNX18 HECTD2 ARHGAP42 RAB39A SPINK5 RALBP1 ARFIP1 SMDT1 SIK2 PHF5A STAM2 CLEC4F GANC SPRING1 SNX27 ZNF395 PHLDB1 NEUROD1 NLGN3 TYSND1 NAPB ZBTB20 EBF3 ADNP PTP4A2 NNAT FAM149B1 RPS6KA1 SLC46A3 ZRANB1 PRPS1 SLC25A15 STAG2 BTRC DYRK1A LDLR POLH MAB21L2 UBR3 HRNR USP3 KCNG1 SERF2 FBXO22 TLCD4-RWDD3 SLAIN2 PDGFRB KAT6A CLDN8 ZIC2 NFASC WNT3 ERC1 CCDC40 KPNA4 NFATC3 MIR5197_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5197_3P AFF4 SLC25A21 NTRK2 KCNS1 AGPAT3 MBNL3 ELOC ETS1 VAT1L KCNIP2 CUL3 PARP11 TMEM267 TBR1 SLC13A1 LINGO1 RCOR3 BLCAP LZIC BCOR KCNE1 ANXA10 U2SURP SLC6A15 FUT9 SRGAP2B NTS KCNMA1 TIMP3 ZNF706 CIPC MOB1A SLK C9 CARMIL1 LHX9 SPDYE3 SPDYE6 CNOT6 ALB RCSD1 SYNGAP1 PIEZO2 SELENOP CCSAP MARK1 SLC35D1 MMP1 KIAA0232 COPA CDK19 EEA1 GUCY1A2 ZRANB3 GFM2 SPRY3 EPHA5 TNRC6B IRF6 FAM122C ELF1 SFTA3 SOCS4 ARHGEF38 POU2F2 NUP50 RFC3 NME6 BRPF3 SOX12 USB1 TMEM116 UBE3C KCNB1 FAM107B TRMT10C R3HDM2 HELZ VPS50 BACH2 IKZF4 QSOX2 ERC1 CCDC50 RAB3IP RAD54L2 SLC25A53 CNGB3 GDAP2 SLC9A7 CPNE8 DIXDC1 G2E3 NQO1 JPH4 NDEL1 CLCN5 EHMT1 TLR3 PPP1R3B ITK PSMD11 MITD1 SLC4A8 PITPNB SIX3 RUFY3 NOXRED1 KAAG1 SLC25A31 ING2 ATF2 CCL3L1 MECP2 NISCH PRKDC AZI2 STON2 ZHX1 REEP3 SPDYE1 TRIB2 ARL15 SLC66A3 LRP6 MMD ICMT LRBA PSMC2 DNAJC16 ATP11B UBE2QL1 WFDC8 ISLR NSRP1 DDX58 ZDHHC2 HINT1 ARHGAP42 PTPRQ PDE10A SH3TC2 RBM4B TIMM23 CDR2L UGGT1 TRAF3 MAOB PCDH17 DMBX1 SLITRK5 PBX1 RPH3A CLMP NEUROD1 OBSL1 ZBTB20 C12orf29 HOOK3 NOTCH2 THBS1 EFNA4 ONECUT2 FBXW2 SLC22A23 AGMO SLC16A9 FAM9C PICALM RSBN1 GABRB3 SRGAP2C ARL8B TBC1D23 SEMA3C HTR1A KCNQ3 INO80D VAX1 PCDHB5 SLC35E3 EPC1 PIGR TREM1 SPDYE5 FZD4 PPP4R2 DOCK1 LMTK2 FRZB MAP3K9 HTR2A SOS1 VWC2 CNTF ZSCAN23 SSH1 TYRP1 WDR26 MIR3175 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3175 MPV17L KDM5D BRME1 OSBP2 GPSM1 KALRN GRIK3 WNK3 TMOD2 NOVA1 ARL4D DNAL1 COL5A3 UBTF LRRC6 TLE3 STXBP1 HHLA2 CSNK1A1L MRO CRIPT IRAG2 ASH2L SPTB IQSEC3 SIRPB2 AGGF1 NFIC EIF5A APOA5 SYNGAP1 BARHL1 VCAN ATAD3C WBP2NL GABPB1 CSNK2A1 ALDH3A2 SLC29A1 CSNK1A1 SRCIN1 ANKRD26 ASIC1 APLNR PIP4K2B SMARCC2 PPP2R5D C6orf223 MARK2 TNRC6B SFTPB TXNIP SLC6A17 ATP8A2 MGRN1 ZFYVE28 MAGI2 POU2F2 ZBTB18 RBFOX2 SCN4B NACC1 POU3F2 RBM14 PRRT2 BRPF3 P2RY2 UBIAD1 KCNH4 RIMS3 ARHGAP39 ARL14EP RAB5B CDC20B HSPA9 PRKACA SETD5 FAM168A GATAD2B SLC7A6 SLC25A13 DCAF12 EHMT2 MAFF HNRNPC NYAP1 NOVA2 RAB11B RD3 CCDC97 TCP10L2 TTC9 SCN4A PRR14L NEUROD2 DAGLA CLDN11 SLC25A37 STC1 LDB1 GPD1 VAT1 PPHLN1 PA2G4 TOB2 HNRNPA3 CD1E CELF3 TTC7B ZNF609 DLK1 LRRC59 FOXP4 SHISA6 SART3 PDZD7 SPDYA ELK1 DACT3 AJUBA SOGA1 BNC2 MLXIP MEF2D THRSP NGFR PELO CPSF7 ARHGAP26 ENO2 UNC119 DAAM2 PRLHR TEF METTL7B SMDT1 KCNC1 ADRA2B RETREG3 TRA2B CHAD CCL22 TRNT1 SPINDOC SNX9 SHANK1 ATP2B4 MTHFD2 SPRYD3 RIMBP2 SYVN1 STMND1 PTPRH C1QC PCDHB4 GSTM2 RIMS4 MSN INO80D ANKRD52 TRIM66 HS3ST3B1 S1PR2 SLC16A2 ZNRF1 MARCKS STRN TRPC5 TFAP2B MIEN1 SCN2B RNASEH2C BCAS1 NFASC LARP1 MIR499B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR499B_3P EGR2 MBTPS2 PAK3 PSMG4 TMEFF1 CAPRIN2 SCRIB PPP4R3A NEK2 GABRB3 ZNF529 MOCS2 HOMER1 SNCAIP UBE2D3 TMEM178B JMJD1C EDEM3 KBTBD2 TENT4B DMXL2 DCAF8L1 SUCO SNX3 RAP1GDS1 PCDH11Y MAD2L1 MSL2 GRAMD1C ADAMTS9 RUFY3 NDFIP1 PDPK1 MSANTD3-TMEFF1 ITFG1 AGXT2 PGAP1 PAPOLB IVNS1ABP CRISPLD1 EYA1 MAP4K3 KDM5B ZFAND5 SDCBP MIER3 EDIL3 TCF7L2 PDZD8 FUT9 ANO5 UBE2E3 CDC42EP3 HEATR5A MAPK8 ERC2 RAP2B GXYLT1 POM121 DLL1 FRY MARK1 TBX3 TRAPPC11 PRDM5 KCNE4 CACNA2D4 FGFBP3 MAPK8IP3 TAF9B STXBP5L BRD1 RBM27 CXXC4 SNAP25 GPM6A PLS3 SOX6 SMOC2 PDGFC PKP1 MSI2 RNF144A TENM3 EPGN UEVLD ZNF257 ZNF585A ERCC6 CEP44 MRTFB TTN HACD4 CCNL1 BCLAF1 MAP3K1 OTUD4 ZEB2 XKR4 IPO8 TANC1 FAM214A PI15 TMX1 STIM2 FOXN2 OTUD6B ARL5A MAF NECTIN1 NAA15 POM121C SON PCM1 LSM8 PITPNA ZNF260 SLCO3A1 MAN2A1 ZNF99 LAMB3 OMG TMEM132B UBFD1 MYO6 SEC62 PPP1R26 PPM1B FZD9 TFCP2L1 ODF2L MFN2 LEPR AAK1 CLDN22 NRIP1 SLC30A4 FOXN3 DDX46 HK2 SUGP2 TRDN TRIO USP3 SLC17A6 MEOX2 MMUT C4orf46 MSANTD2 USP9X MBD2 FIGN ZC3H6 PRKG1 ZNF503 TSPYL1 AKAP6 ZIC2 SEC24A TAOK3 TET2 SEPTIN7 SPIN1 LRP1B HOXA5 REEP3 TRIB2 GNG2 MIR646 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR646 TFPI2 C2orf72 UBN2 ZNF622 CDC27 ELOVL7 ERI2 TNRC6C DCAF17 KPNA3 CMPK1 RCE1 LYPLAL1 AKAP12 ZNF367 SLC11A2 N4BP1 IPO7 ADRA1A CMC4 RAF1 TBL1XR1 SALL3 MOV10 CYP26B1 PACRG PAPPA FOSL1 NKD1 GABRA1 MFAP3L MACF1 AGO2 WSB1 LHX1 ASAP1 RNF111 LUZP1 CAMSAP2 P2RY12 CCNYL1 LMAN1 PIK3C2A GAREM1 PRR3 TFG CDK8 NR2E1 CDCA4 DKC1 ACVR2A PI4K2B MPZL1 PPARGC1B MGAT4A FBXO33 CNOT6L FAM168A MTOR GAN ANKS1A FKBP1B GABARAPL1 NAA15 PER1 WEE1 TSC22D2 KLHL2 CDK5RAP1 KIF21A ZFHX4 FAM160A1 UHMK1 EIF5B PURG SMURF2 GAL3ST3 ANLN SESTD1 PAFAH1B1 KIF3B HOXD1 ANOS1 ZNF697 HSPG2 PLEKHA3 FGF2 G2E3 DENND1B CCNE2 ADORA2B VPS11 KIF5B EPHB2 ABCF3 INSR PDE4A FCHSD2 CNNM3 CRYBG1 DLG3 KCNQ5 ZNF236 PIP5K1B CKAP2L CEP350 RICTOR SEL1L GRK3 TIMM10B AKAP6 CREBL2 STOX2 CPEB2 DESI1 DCC KIF16B VEGFA RNF144B SCRN1 CDS2 ITGB8 MTMR10 GNG2 AKT3 TMCC1 BCL2 DCAF8 LPAR3 RCAN2 RECK PIF1 KIF5A CASR KCNJ2 BAG3 UNKL RASGEF1B UBE4B DNAJC16 SALL1 BTF3 UFC1 SYDE2 KIF1C SFXN1 ARMH4 IGF1R CCND2 PLPP3 TMEM100 PAM CCND3 MAP3K7 TNPO1 XPO4 INSYN2A FRY TPCN2 CCNE1 ACACB PRR11 NXPH1 TRIM36 DHX33 KANK1 NECTIN3 SOX5 SETD5 USP25 MEX3C CBX5 ALK RBM47 HECTD1 TEPSIN ASH1L DVL1 G3BP2 MTAP FBXW7 LPIN2 SDF2 OCRL DLC1 AHCYL1 ELL2 DIPK1A WDR43 CDK6 HSPA8 DCLK1 PDAP1 FOXK1 VPS25 DNAJA2 LRP10 E2F7 TIGAR PARD6B COL7A1 FAM199X OMG LATS2 KIF13A GRM7 NECAP1 PTCD3 HERPUD2 PTPN3 NAA30 BTRC NUP160 NFE2L1 SREK1 NEXMIF IL17RD GTF2H1 SRPRA JAZF1 PTPN4 FAM171A1 RFX3 TTC33 MYCL FAM135A CREBRF SMURF1 DSE ELOVL5 MAP7D2 PNRC2 GLCE MAP2K1 BIN1 GOLIM4 TBC1D8B ZNF827 TMEM245 SEC24A PIK3R1 RTN4 TXLNA FNDC3A FGF7 PURA ZNRF3 MIR548BA http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548BA EHBP1 COX5A TP63 MBNL3 DIXDC1 STAM PSMA8 TNRC6C CRNKL1 TMEM178B CERT1 ZNF770 C21orf91 ELOVL5 QKI PURB PCMTD1 KDM2B ANKRD13A BACH2 SLC25A12 MOB1B U2AF1L5 PCDH15 PWWP2A NELL2 MRO HSPA4L RHOA PKD2 DCAKD GDNF CDH19 CMTM4 CRISPLD1 TCERG1 APPBP2 FBXL4 SPCS3 MORC3 RWDD4 IFIT1B STAU2 TNKS2 OIP5 ITPR3 WDR20 UBE2E3 TMEM229A CEP97 VAPA EPSTI1 CDC14A SPDYE3 CENPK SPDYE6 C1orf115 TVP23A GASK1B ANKRD17 P2RY12 PRDM4 PSME3 RIOX1 HPCAL4 PDE7A FIP1L1 INSIG1 EFEMP1 TOMM5 LMBR1 ITSN1 MTUS1 GUCY1A2 DENND1A ZNF43 CAMSAP2 SVIL ZNF699 RGL1 NFE2L3 SASS6 IQCK COG5 TYMSOS EPHB1 PWP1 ZNF461 ZNF716 TRIM13 SLC15A1 PDLIM5 CEP78 MFN1 HELQ NCKAP1 ZEB2 NEMP1 RDX POLR3G NEUROD1 OBSL1 LAMTOR5 CD164 ZDHHC21 RGS9BP RFXAP SP110 RNF38 TRIP11 PSMD7 GABARAPL1 LPP TMEM200A PPP3R1 SON SMAD2 LSM8 ULK2 PDE6C PCDH18 BMP3 BRMS1L LCOR SETD9 AMER2 DICER1 PAK2 U2AF1 RREB1 ZHX2 PPP1R3B TCFL5 SEMA3C ZNF585B ZNF777 KRTAP9-9 ZC2HC1C ZNF362 MAP7 MPRIP TNIK GNG12 DCP2 LNX2 USP42 CYP2J2 B3GNT5 NFYB PIK3C2B BCAT1 UBE2W SPDYE5 PDHA1 SLC17A6 HMCN1 TMPRSS11B C4orf46 BICD2 TPR ENPP4 NEK2 PABPC5 PF4 RORB GPM6A ZNF730 DENND4C SPDYE1 RBMXL3 MIR548AI_MIR570_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AI_MIR570_5P EHBP1 COX5A MBNL3 DIXDC1 STAM PSMA8 TNRC6C CRNKL1 TMEM178B CERT1 CHL1 ZNF770 C21orf91 ELOVL5 QKI PURB PCMTD1 KDM2B ANKRD13A BACH2 SLC25A12 MOB1B U2AF1L5 PCDH15 PWWP2A STXBP1 NELL2 MRO HSPA4L RHOA PKD2 DCAKD CDH19 CMTM4 CRISPLD1 TCERG1 APPBP2 FBXL4 SPCS3 MORC3 RWDD4 IFIT1B STAU2 TNKS2 OIP5 ITPR3 WDR20 UBE2E3 TMEM229A CEP97 VAPA EPSTI1 CDC14A SPDYE3 CENPK SPDYE6 C1orf115 GASK1B ANKRD17 P2RY12 PRDM4 PSME3 RIOX1 HPCAL4 PDE7A FIP1L1 INSIG1 EFEMP1 TOMM5 LMBR1 ITSN1 MTUS1 GUCY1A2 CCDC43 DENND1A ZNF43 CAMSAP2 SVIL SLC19A2 ZNF699 RGL1 NFE2L3 SASS6 IQCK COG5 TYMSOS EPHB1 PWP1 ZNF461 ZNF716 TRIM13 SLC15A1 PDLIM5 CEP78 MFN1 HELQ NCKAP1 ZEB2 NEMP1 RDX POLR3G NEUROD1 OBSL1 LAMTOR5 CD164 ZDHHC21 OTUD6B RGS9BP RFXAP SP110 RNF38 TRIP11 PSMD7 GABARAPL1 LPP TMEM200A PPP3R1 SON SMAD2 LSM8 ULK2 PDE6C PCDH18 BMP3 BRMS1L LCOR SETD9 AMER2 DICER1 PAK2 U2AF1 RREB1 GDNF ZHX2 TCFL5 SEMA3C ZNF585B ZNF777 KRTAP9-9 ZC2HC1C ZNF362 MAP7 MPRIP TNIK GNG12 DCP2 USP42 CYP2J2 B3GNT5 NFYB PIK3C2B BCAT1 UBE2W SPDYE5 PDHA1 SLC17A6 HMCN1 TMPRSS11B C4orf46 BICD2 TPR ENPP4 NEK2 GALNT7 PABPC5 PF4 RORB GPM6A ZNF730 DENND4C SPDYE1 RBMXL3 MIR6828_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6828_5P FAM219A HMBOX1 GRIA2 ZNF717 STYX PCDH11X WASF2 SGK2 CCDC87 RANBP9 OGT ARL8A C11orf24 ANKRD13C PTPRO OTUD5 SMR3B HNRNPD XRN1 CMPK1 KBTBD2 MARCHF7 PDE11A FBXW7 KCNMA1 CNTNAP1 B3GALT1 YWHAZ DHRS7 CAMKK2 TTC17 DACT3 PDE4DIP HEATR5B CSNK1G3 NCOA7 ZBTB46 RGS4 SLC39A11 APLP2 SMIM14 SNX1 LANCL1 SH3GL3 ADAM23 ACKR2 ATP6V1A COL8A1 GSKIP RTN4 FRMD6 POLR2M FBXL7 CANX HDAC3 DGKI SULT1E1 C11orf68 ANKH ZDHHC3 RASA2 ITPRIP P3R3URF-PIK3R3 ZNF805 CORO1C NIPA1 AK4 PHYHIPL C16orf46 WDR77 PRKAA1 TPD52L3 GALNT10 CTDSP2 UHRF1BP1 ATP8A2 ARMC8 PPP1R16B PFN2 VSNL1 LRRN1 PMP2 GANC GSPT1 OR51E2 SORT1 BAZ2A CYFIP2 OTUD4 KRTAP4-7 PI4K2A ELAC2 NACC1 KIAA0930 GCOM1 KLF10 TLK1 VGLL3 DSTN FERMT1 SLC19A2 NAPEPLD ATAD2B C16orf72 DLC1 MTOR CCT3 ELL2 SACM1L HCN3 MAP11 PIK3CB LPP FLNA SRSF4 ABHD2 LDHAL6B CPNE2 PPARGC1B UNC5B PITPNA GPR137 HRH4 NAMPT CLHC1 KDM5A GDA PIK3R3 ZBTB6 ATP1B3 STAU1 RSBN1 SBNO1 SEMA3C AAK1 PTAR1 ZNF585B MAPRE1 C8orf48 DIP2C VEPH1 TRAF4 FOXN3 VTCN1 ADO CA7 PTPRJ MAGI3 CCDC93 ITK ZCCHC2 TRMT61B FRZB CREBRF FCGR2A RIT1 BRD3 BICD2 SCN2B CUL3 EPHA6 KAT6A GREB1 ACVR2B TEX13B MECP2 GID4 ASCL1 HTR5A REEP3 FOXP1 MBTD1 MIR499A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR499A_3P EGR2 MBTPS2 PAK3 PSMG4 TMEFF1 CAPRIN2 SCRIB PPP4R3A NEK2 GABRB3 ZNF529 MOCS2 HOMER1 SNCAIP UBE2D3 TMEM178B JMJD1C EDEM3 KBTBD2 TENT4B DMXL2 DCAF8L1 SUCO SNX3 RAP1GDS1 PCDH11Y MAD2L1 MSL2 GRAMD1C ADAMTS9 RUFY3 NDFIP1 PDPK1 MSANTD3-TMEFF1 ITFG1 AGXT2 PGAP1 PAPOLB IVNS1ABP CRISPLD1 EYA1 MAP4K3 KDM5B ZFAND5 SDCBP MIER3 EDIL3 TCF7L2 PDZD8 FUT9 ANO5 UBE2E3 CDC42EP3 HEATR5A MAPK8 ERC2 RAP2B GXYLT1 POM121 DLL1 FRY MARK1 TBX3 TRAPPC11 PRDM5 KCNE4 CACNA2D4 FGFBP3 MAPK8IP3 TAF9B STXBP5L BRD1 RBM27 CXXC4 SNAP25 GPM6A PLS3 SOX6 SMOC2 PDGFC PKP1 MSI2 RNF144A TENM3 EPGN UEVLD ZNF257 ZNF585A ERCC6 CEP44 TTN HACD4 CCNL1 BCLAF1 MAP3K1 OTUD4 ZEB2 XKR4 IPO8 TANC1 FAM214A PI15 TMX1 STIM2 FOXN2 OTUD6B ARL5A MAF NECTIN1 NAA15 POM121C SON PCM1 LSM8 PITPNA ZNF260 SLCO3A1 MAN2A1 ZNF99 LAMB3 OMG TMEM132B UBFD1 MYO6 SEC62 PPP1R26 PPM1B FZD9 TFCP2L1 ODF2L MFN2 LEPR AAK1 CLDN22 NRIP1 SLC30A4 FOXN3 HK2 SUGP2 TRDN TRIO USP3 SLC17A6 MEOX2 MMUT C4orf46 MSANTD2 USP9X MBD2 FIGN ZC3H6 PRKG1 ZNF503 TSPYL1 AKAP6 ZIC2 SEC24A TAOK3 TET2 SEPTIN7 SPIN1 LRP1B HOXA5 REEP3 TRIB2 GNG2 MIR676_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR676_5P FANK1 FLRT1 RAD51B PRR13 GOLT1B CDKN2C TMCO1 TOMM34 MED29 CACNA1C GRIA2 PCMTD1 MYBPC1 DDX17 SRR KCNMA1 MTDH TNIP1 HEYL PTGER3 DISC1 REST IPO7 EPHB3 OPHN1 MORF4L1 ARPP19 TBL1XR1 CENPU TVP23B CCER1 AP1S3 IREB2 PLK2 DCAF6 SGIP1 PTK2 GRM5 KIAA0895 MDM4 COL22A1 PRKACB THYN1 FAM131B COL11A1 ARID4B GABRA4 GK DAPK2 LRRN1 FIGNL1 ZNF737 RAPGEF2 ABHD18 EEF1E1 FCAR C7orf77 RAB3C RDX EIF1AX NAP1L1 FAM122C TPD52L2 MMP8 FAR1 RBMS3 SLC23A1 TRAM2 LAMA4 MRPL32 CD55 CDH9 PIK3CA DAZ3 EMC8 DAZ1 RTL3 PPP4R2 CIDEA CLDN12 HOPX EML4 RALGAPB ARGLU1 NCAM2 OOEP CEP41 THAP1 RNF145 CCDC182 PTPDC1 CEP350 ATF7 GRK3 SCAF11 TAOK1 PCYOX1 PHF6 HGF ZFC3H1 LRATD2 CAMTA1 MYO1E UQCR10 FBLN5 NUP37 FASTKD1 CCND2 GFPT1 TMEM164 FYTTD1 LARP4 TDRD15 BCL7A MAP4 UGCG GJA1 ELAVL2 VSX1 MKRN3 MORF4L2 ZFPM2 PDIA6 ST6GAL2 PRPF4B H2AZ2 UBLCP1 NLGN1 TEX10 DERL3 RND3 SRSF1 NPAT HNMT CNIH4 GPATCH2L TMCC1 ITGA9 NSUN7 CXCL2 VAMP3 RSBN1 CCSER1 TBC1D23 WWC2 SUZ12 RPP30 ENTPD3 MAGEH1 DR1 CREBRF NAP1L5 PPTC7 AJAP1 SBSPON GOLGA3 FNDC3A MDM1 MIR8070 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8070 EIF4E3 MBOAT2 ANKZF1 RABGAP1L CPEB1 NDRG4 A1CF STUM SGO1 ZNF281 PRKACB AEBP2 PRG4 ASPH SSBP2 CTBP2 CERT1 DICER1 TRIQK ZNF331 CFDP1 C4orf3 RBFOX3 PATJ LRCH2 EIF3M DCAF8L1 ATP2C2 PANK2 CPEB2 SPRY1 ZNF567 DNASE1L1 CYBRD1 LDB3 EIF4G3 HNMT AQP4 ASZ1 IPO11 WDR44 C7orf31 LYZ CD81 TEX30 EMSY MBNL1 GET1 CBLL1 PGPEP1L PLCB1 ADD3 ZCCHC7 MDM1 ACAD8 SUB1 TRAF3IP1 OSBPL8 MICAL2 CAPN6 CEP76 RGS7BP USP25 TRDMT1 KHDC4 PCDH17 ATP8A2 OGN PPM1L PRR3 TAX1BP3 TMEM30A MIPOL1 TFF3 GPR12 ALCAM RBAK SKP2 USP10 OPRK1 RFX7 PPP1R11 LMO4 ZDHHC21 SLC12A1 HOOK3 RNF217 KHDRBS1 SOCS6 ZNF704 PCDH7 ACAP2 PAX4 AMER2 AMDHD1 NIPSNAP2 PYCR2 CCSER2 FAT3 KMO TLCD4 CAMK2N1 RREB1 PURG PPM1B ZNF275 ITPR1 COL4A1 CA12 KCTD8 AZIN1 AMACR MGP KCNH7 TPM1 ABO KPNB1 DDX55 MID1 HNRNPA3 LAMB1 SLC39A6 CLN3 MAP3K20 RNLS GMDS CDKN1B NTF4 PGM5 MAL2 LRRTM2 PCBP1 P2RY1 MEGF11 GNB4 MIR1279 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1279 GABRG2 CHCHD3 ZBTB44 FKBP5 RNF180 ADGRG6 FERMT2 ZNF566 CADM2 MYO1E CFAP300 CAPS2 TAC1 ERCC8 KPNA3 SLC35A5 RORA ANKRD44 EPHA5 PAFAH1B2 STX7 RTN3 PPFIA2 GNPDA2 TMEM74 GPATCH11 CTNNA3 ANO4 GNGT1 PAK5 RFTN2 LMOD2 BECN1 IGF1R RAB11A GFPT1 CYBRD1 GOLGA8Q MTX3 MAVS WDR72 FUT9 ANTXR2 SLC16A7 TSC1 ZNF426 HCN1 VAPA MLLT10 DLG2 FAM160B1 LINGO2 PRICKLE2 RAPGEF6 PLCB1 TRIM33 DPYD GOLGA8T CSRNP3 FAM122C ZNF711 METAP1 PHF14 TOX3 COG6 EP300 ZFAND6 CDH11 TMEM47 PDE7A PHF3 OSBPL11 GCLM ARHGAP5 LRRC34 GOLGA8H GUCY1A2 BPTF NHS TBX1 SLC19A2 LRRC8B ZFP36L2 HSF2 NETO1 NR3C2 IQCG OGN SCN9A ZNF773 TRIM13 GOLGA8R TRUB1 TXNDC9 DDX46 SHISA9 SLC10A7 CDH12 PCLO RAD21 CHSY3 THAP2 MEGF10 CCDC186 TSPAN13 USP15 SOX11 MREG STT3A GOLGA8J C12orf29 PCDHB6 PRSS23 TFPI SNRPD3 DYNC1I1 CD2AP HS6ST3 WDR33 GPC6 IL23R FMC1 CLDN11 SETDB1 DLX2 HSD3B2 HECW2 MGAT3 PIP4P2 ZNHIT6 ZNF684 BCHE IMMP2L ZNF558 YY1 DENND1B PHLPP1 CCSER1 SCIN VNN1 FREM2 RGS21 RRP15 SEMA3C RASSF8 CFAP44 DLAT ITM2A STC1 ITGB1 ZNF568 CHST9 NLRP9 MT1B MMRN1 ZNF506 KCTD9 HYLS1 PTPN4 PTEN CCNC SYT1 GOLGA8N SWSAP1 KNTC1 RAB27B ZC3H6 GABRR2 NUFIP2 ZNF224 TENT5A ATP4B NOXRED1 SOS1 CHAC2 TBC1D30 GALNT12 CNTN3 SPDYA PRAG1 SEC24A TCF21 TMEM87A RAPGEF5 ITGB8 SLC16A14 MIR7113_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7113_5P CASTOR2 TNFRSF11A DPP10 PITPNM3 ARHGDIA MLEC NSL1 VANGL1 TMEM106A CTNND1 CARTPT HEMK1 CHTF8 RAB43 SLC25A23 SUMF2 MR1 DHX8 OCEL1 ZFYVE27 TMEM37 CSF1 ASPH FAM86C1P STIM1 IQSEC3 VDAC3 C1orf115 LINGO2 LYPD6 SCD DGKI MICAL2 PRR15L GAS7 RASGRP4 USP46 SIGLECL1 MAML2 DPP6 FRMD8 SVIP LRRC20 NFASC SYNM TGM5 LCE1C FIBCD1 PLXDC1 SLC36A1 CADM3 WDTC1 UBL4B HROB MAP4 ANTXR1 C2orf73 FERMT1 SYT9 CTNNBIP1 RAP1A WNT3A PACS2 R3HDM2 MAGEA10 ROCK2 MCM6 DDI1 CNNM4 RBFA PLEKHM3 SORCS2 BAHCC1 AMER2 FAM86B1 SEMA4F ZNF785 PSMD9 AP4B1 FXN SSPN ETHE1 NEIL2 RORC ZNF829 KPNA6 PKNOX2 ANO1 TBC1D16 ZNF521 HVCN1 APLP1 ZNF512B ARF3 TMEM120B FEM1A RAB28 SHPK ELK1 ZDHHC5 DACT3 REPIN1 AHCYL2 VPS39 IQSEC2 ARHGAP31 SOGA1 TRAPPC9 LYPLA2 TNKS1BP1 TRIM25 CPEB3 ZMIZ2 PLXNA4 TMSB15B FRAT1 PRDM8 DNAAF5 ZWINT TMEM132B CPN2 PNRC1 MS4A4A HSPB8 NCOA2 MPL PPP1R16B COL5A1 C2orf91 B3GNT3 CLU ISY1-RAB43 CCDC6 PNPO SEPTIN3 PROZ TBC1D7 CHRNE XIRP1 MPRIP USP42 PNMA8B FAM13A BEND2 ZBTB4 DDB1 ARHGAP35 GABRB1 MMRN2 ATP5MG MIR6779_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6779_5P SYBU MDM4 CASTOR2 ARNTL2 PLCXD1 KCNIP1 CTSW NID1 MARK4 ITLN1 IRGQ NSL1 STX5 LRTOMT PRICKLE3 DCTN5 CHTF8 MYORG GFOD2 CORO2B CCL28 CASP10 IKZF3 DAB2IP SAMD4A CEBPZOS DYDC2 PHACTR4 ZNF432 ACKR2 PDE7A MTX3 MAPK13 IGF2BP1 VPS13B FAM72A ATP1B4 ZNF587 PYCR3 MIP NCEH1 DEPDC5 NMNAT2 EOGT MTR LHPP GLG1 DNAJC8 ORAI2 ZNF490 ATP7B ODAPH CDH1 EBAG9 DDX6 CTDSPL FIBCD1 ESYT1 ATXN1 ZNF655 ANKS4B FBXL18 TMEM63C ERBB3 ZNF674 GDI1 ACADSB SCGN RIMS3 COL11A2 GNL3L YWHAQ CBX5 SLC6A11 OSBPL1A SH3BP2 MS4A10 CSF3R MS4A1 PI3 SLC8A1 NOVA2 RRP15 CCDC28A-AS1 MUCL3 GFRA4 CD164 GCFC2 APOBEC3F CALCR TCTN2 TMEM132E ZNF793 PSMB2 AP000251.1 FOXP4 SHISA6 FBXL20 SHOX PARP9 EFCAB2 FUS ELK1 LYZL1 SYP SHISA7 DTX4 MTFMT CYP1A2 MASP1 RRP7A TMEM265 SOGA1 NDST1 LYZL2 PNMA2 SLC2A4 GNPNAT1 HRH2 SETD7 ZNF814 MAVS MRPS2 CPSF7 POLR2D TMTC1 PAPOLG TRAF3IP2 HCFC1 SULT1E1 CYP20A1 RBM19 CGNL1 ZNF544 GNAT1 UPK2 ARGFX ZNF554 ZDHHC15 APOL6 TMEM239 F2RL2 EEF2K PPP1R11 CDK8 SUSD5 HOOK3 LZTS3 FOXK1 VPS25 RAB21 SV2C APELA CYP2B6 RAD51B ZFHX2 GLS ASPG PACS1 CDADC1 GFAP GAB2 DMRT1 ARNT2 PRND RHOJ VIRMA FAM72B PYGO1 RBMS2 PLEKHA5 SYNGR1 HUNK NOL9 GPR83 COL27A1 RALB ARID2 MYO10 SBSPON SCAI ZNF286B PIGK RPL15 MIR6842_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6842_5P IQSEC2 BCL2L13 PCYT1B RRP7A DMTN MNT KLC2 CTCFL FIZ1 ZNF74 DMPK PRKACA ZBTB7A SEMA6A PIP5K1A TMEM51 NEURL1B KDM6B ZNF324 COG8 KLF12 MEF2D RAB18 WDR33 P2RX1 BANF1 GGA1 HECTD3 NDFIP1 CELF5 MYH14 PUS10 TRIM3 BCL11B PTPRD TRIM58 NECTIN1 CNIH4 PTGES2 EFNB1 GSDMA THEMIS2 RAB1B LEF1 NFIC RARA CNIH2 RUNX3 SEPTIN9 PADI2 PTCH1 FOSL1 GPR3 SYNGAP1 PIN1 KMT5A RPP14 NECTIN4 HOXA9 SMARCD1 CD276 RAB2A OLFM2 ABLIM3 FOXA2 CREB3L1 ARHGEF1 DLK1 YWHAH KCNK3 IGF2 ASIC1 CYB5R3 UPK2 EFNA5 ZNF385A DNAJB5 SLC6A17 RC3H1 CNPY2 CDK5R2 PSD4 B4GALT7 IGFBP5 DDAH1 TOR1A B3GNT7 CAMK2A KMT2D PLVAP FOXP4 FZD2 FOXO6 SYT5 TPBGL PHOSPHO1 HIP1 RSPO4 LZTS3 DOK3 MIER2 POLR2F PABPC1L2B RAB3A ATL2 PRKCG CABP2 ARID3B PDF PPP6R1 CITED2 PABPC1L2A SPRED3 HSD11B2 VPS13D STRADA RALY NTSR1 ZFR2 TLDC2 ZC3H7B CNNM1 TTC9 CDC25A CETN1 DAGLA FXR2 LHFPL1 SLC8A2 KCNIP3 SFTPB SLC25A4 C5AR1 OTUB1 ZNF512B MSR1 DPY19L1 RASL10B U2AF1L4 TBC1D30 CDK12 TNS4 ADGRB1 MECP2 ZSWIM4 HYOU1 CYP2W1 LIN7C DESI1 GRIN3A SCRT2 TRH EGFR SPNS2 TBKBP1 MIR548AG http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AG EHBP1 COX5A MBNL3 DIXDC1 STAM PSMA8 TNRC6C CRNKL1 TMEM178B CERT1 ZNF770 C21orf91 PPP1R9A ELOVL5 QKI PURB PCMTD1 KDM2B ANKRD13A BACH2 SLC25A12 MOB1B U2AF1L5 PCDH15 PWWP2A STXBP1 NELL2 MRO HSPA4L RHOA PKD2 DCAKD PSD3 CDH19 CMTM4 CRISPLD1 TCERG1 APPBP2 FBXL4 SPCS3 MORC3 RWDD4 IFIT1B STAU2 TNKS2 OIP5 ITPR3 WDR20 UBE2E3 TMEM229A CEP97 VAPA EPSTI1 CDC14A SPDYE3 CENPK SPDYE6 C1orf115 GASK1B ANKRD17 P2RY12 PRDM4 PSME3 RIOX1 HPCAL4 PDE7A FIP1L1 INSIG1 EFEMP1 TOMM5 LMBR1 ITSN1 MTUS1 GUCY1A2 DENND1A ZNF43 CAMSAP2 SVIL ZNF699 RGL1 NFE2L3 SASS6 IQCK COG5 TYMSOS EPHB1 PWP1 ZNF461 ZNF716 TRIM13 SLC15A1 PDLIM5 CEP78 MFN1 HELQ NCKAP1 ZEB2 NEMP1 RDX POLR3G NEUROD1 OBSL1 LAMTOR5 CD164 ZDHHC21 RGS9BP RFXAP SP110 RNF38 TRIP11 PSMD7 GABARAPL1 LPP TMEM200A PPP3R1 SON SMAD2 LSM8 ULK2 PDE6C PCDH18 BMP3 BRMS1L LCOR SETD9 AMER2 DICER1 PAK2 U2AF1 RREB1 GDNF ZHX2 TCFL5 SEMA3C ZNF585B ZNF777 KRTAP9-9 ZC2HC1C ZNF362 MAP7 MPRIP TNIK GNG12 DCP2 USP42 CYP2J2 B3GNT5 NFYB PIK3C2B BCAT1 UBE2W SPDYE5 PDHA1 SLC17A6 HMCN1 TMPRSS11B C4orf46 BICD2 TPR ENPP4 NEK2 PABPC5 PF4 RORB GPM6A ZNF730 DENND4C SPDYE1 RBMXL3 MIR6887_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6887_3P IPO5 PCDHA2 PGPEP1 MNT HMGA1 ITPR2 PITPNM3 MLEC WT1 OPALIN CCDC120 B4GALT6 SPATS2 PEDS1 BLCAP DHRS7 GRIP1 PSD3 POLDIP3 ANKRD65 IPO7 EPHB3 PPP4R3A TNS1 DAB2IP RASGEF1B TET3 PDE7A SOCS3 CACHD1 SYNGAP1 AOC3 EYA2 SLC6A2 STIP1 PCDHA12 SRCIN1 BCL3 TOMM40 MAG ELAVL3 PHF2 FBXO32 SNX1 TLE4 CXXC4 NFIX LARP4 IGF2 TNRC6B ZNF385A PCTP CLDN4 SLC6A17 JUNB FOXO4 CNPY2 PCDHAC2 TMEM198 NBL1 APLN ACTN4 GABARAP FAM241B PLPP4 KIF6 RPRD2 PLXND1 PCDHA10 PLPP2 SNN NSMF NTM RPL32 TRAM2 BRSK1 ARHGAP10 SEMA3G TSPAN5 ZNF704 ELFN2 OPN1MW ADPRS OIP5 VAV2 NYAP1 TMEM95 B4GALT2 AGPAT1 UEVLD DYNC1LI2 TSPAN16 PLXNA1 POMP KAT8 EFR3B PCDHA5 ASIC4 CALM1 ADRB1 FCHSD1 GFAP KATNIP HEY1 TTC7A KPNA6 USP14 PKNOX2 TBC1D16 PPP1R3C GTPBP1 CACNA2D1 XKR7 CBX1 PEA15 ZNF780A ZNF512B FCHSD2 MS4A15 NXPH3 SPTBN4 PCDHA8 C3orf18 NIBAN2 HPCA TSPOAP1 PGM5 MECP2 PCDHA3 HMGXB3 EPHB2 RND1 SH2D5 LZTS1 PNMA3 CAMTA1 CADM4 MAP1A DAG1 RNF222 ATP8B3 ANKRD42 PARVG JARID2 EPHB4 PCDHA13 TNFRSF12A MAN2A2 TCTN1 PIM2 CHD3 ARPC1B MLLT6 RPL28 SFXN5 MEX3A HOXA7 SHC3 ILVBL AQP1 RNF165 PCDHA11 CITED4 PIGH PCDHA7 PCDHAC1 SOX11 ZNF740 PNMA1 KSR2 PCDHA6 PCDHA1 AGAP1 ATPSCKMT RIMS4 AAK1 MIDN ANKRD52 NSD1 VCPIP1 NEURL1 CASP2 EIF5A MARK2 ERP44 NAT14 NUFIP2 LHFPL4 PCDHA4 SOX9 SDC3 SCN2B MYO10 NPAS4 OTUD7B DNAJB2 MIR4275 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4275 ESR1 SYBU MASP1 WRNIP1 SELENOI CD99 KLHL32 TMEM41B MARCHF11 ZNF423 ANKRD45 RNF24 USP44 UBE2D3 TRAM1 EFCAB11 EPB41L5 KPNA3 PHC3 QKI MCCC2 SRSF10 CBR1 ROBO2 MICU3 LRCH2 CACNB4 EIF4G2 TRA2A TBC1D8 DPP8 PWWP2A ATP1B2 MAD2L1 EPHA3 KAZN ZBTB20 TBCEL CCND2 ZNRF2 TSLP PDP1 PPARGC1B TMX3 NCK1 FAM126B DHX15 FUT9 PTPRK TOP1 PGRMC1 F2RL1 SDHA MAP3K2 STAG2 PHF20L1 AR AMFR LRRFIP1 PPM1A ZFX FAM76B COQ7 SLC34A1 PDE10A PMAIP1 CYP7B1 B3GLCT RAB2A SH3TC2 IFT80 CREBZF GRIA4 ABHD18 PTP4A1 OSBPL8 YTHDF3 STMN4 ZNF451 USP25 ZNF699 KATNAL1 IQGAP2 CERS6 SP8 ELF1 METTL2A MBD1 ADAMTS18 STRBP GSPT1 ZBTB18 SPRED1 RAD21 NEK7 MAGEB6 PTPRB SSPN LAMC1 SLC16A1 ZNF681 ZFHX3 CMPK2 GOLGA6L4 PSIP1 KHDRBS1 ZNF326 PCDH7 ASS1 KLHL1 NNT SH2B3 GDAP1 NMD3 LRRC40 METTL2B ODF2L FDCSP PIAS2 FAM241A ARHGAP17 MPP7 ADCY1 AP3B1 UBQLN1 FEM1B IL36B HNRNPH1 PHF20 STARD4 IFI44L KLHL24 NFYB KCNJ3 UBR3 DCN KRT20 CHORDC1 CAB39 TMEM35A ZNF780B NUFIP2 HOXD13 FCGR2A SLC6A6 DNAJA1 LYVE1 DOK5 MECP2 SF3B1 CREBL2 CASK PLA2R1 KDM1B NR1D2 MB21D2 MIR2681_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2681_5P WRNIP1 RCHY1 CAMK2D ZNF749 CCDC59 TCEAL9 AIPL1 AKIRIN1 PRPF40A CCDC198 STAT1 LRCH2 ARPC5 METRNL HTR3D CDH19 BRDT ZNF780A MALRD1 PTPRD FABP4 LRP1 TBL1XR1 PDZD8 PNN SLC16A7 FAM114A1 ZNF200 RPE GPSM2 CBLL1 CNKSR2 SLC30A9 TRAPPC11 KCNMB2 ARHGAP5 SGIP1 STXBP5L CREM ZFY UBE2K FSD1L CERS6 DSC3 CREBBP PERP PRICKLE1 BID XKR9 DPYSL2 PMS1 SP3 SMNDC1 CYB5B RNF19A ZMYND11 JMJD1C ACER3 RUNX2 FBXO11 BAHCC1 SEMA3E TUT4 PKDCC NPR3 SESN3 C2CD2 FCGR1A FNDC3A PCDHB13 CCDC71L GPR22 BORCS7 NAV1 PTPRE SPAST PDCD2 SPACA4 IL31RA DPH5 OGN BTG2 FKBP4 CACYBP ARID1A RNF180 CFAP54 LRP2BP KIAA1841 KCNH8 SASH1 TRIM49D2 ZHX1 FASTKD3 FAM47E ITGB8 FCGR1B STYX CNOT2 MEGF9 HIPK1 FZD8 PLCG1 ITGA2 PAX9 SLC35F2 RASEF WDR44 RERGL UBR2 CALU CDK6 LRRCC1 CADM2 WT1 BCL11B CACNA2D1 NKAIN3 CCDC144NL GCSH ZFP14 SMCO3 TRDN FASN SIK2 ZSWIM6 KIAA0825 LIN9 DOK6 TMEM30A ANGPTL3 SCN2A PSMA2 NUDT21 USF3 APELA ULK2 FAM180A CPSF6 HSF5 ANKIB1 SCAF8 LATS2 SIAH1 WIPF1 PHLDA1 SMC5 IQCJ LUC7L2 ACSL6 ZSWIM1 SLAIN2 WWC3 SOS1 TMEM263 GNAI1 DNAJC3 ATRN UHRF1BP1L TET1 TYRP1 MIR1343_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1343_3P TP73 NMNAT3 CASP9 AGTPBP1 BPIFC NIPAL3 PALM2AKAP2 TWIST2 ADAMDEC1 BDNF BCL9 KBTBD2 CLEC1A DSN1 SLC41A1 TGFBR2 DCTN5 ARRB1 TGFBR1 MTF1 CDC37L1 PCBD1 TMIGD3 EFNB1 CHI3L2 RUNX3 PAPPA GASK1B GABRA1 RPP14 GABPB1 KLK4 FAM126B LARGE1 RASA2 IPPK HSD17B8 AIFM3 PPP2R2C MTR EXD2 C15orf39 LASP1 VAPB PIK3C2A DTNB ABLIM2 ADD2 BMF PEPD CNOT9 SPRED1 THBS3 SLC25A36 TRAK1 XKR4 MYO18A IL18BP RAB5B EGFR HIP1 KDM3B RNF2 THOC7 KCNA5 ZNF704 PLEKHM3 SLC23A2 KHDRBS1 ELMO2 TMEM95 S100A7A CD34 DRG2 PRKRIP1 PPP4R1 RSPRY1 IL31RA TBC1D16 KCNE3 ATG7 NDEL1 CTSA CELSR2 TOB2 PSENEN CYTL1 MINK1 FOXC1 SLC2A14 NRF1 URGCP SEL1L L1CAM SLC2A3 AMN1 TMEM253 TRIM49C CACNB1 TRIM49 SHISA7 QSER1 SOGA1 SMC3 PLXNA4 AFAP1 STIMATE-MUSTN1 PLEKHG4B MED19 BEND4 CLDN9 DSG1 ZNF397 CREB3L1 TRIM35 HOXA7 OXSR1 SYNJ1 DENND2B DLGAP3 TANC1 UHRF1BP1 CBX5 PHB2 KIAA2013 IGFBP5 ITGA5 TMEM266 B3GNT7 ANKRD54 NXF1 PTPRT PLXDC2 KSR2 PPBP SOX10 ATXN7L3 AGAP1 ABCC1 CYB5RL GFAP BTRC ERF GALNT11 ACOD1 SYNPO2L HS1BP3 PTPN4 PTPRJ FCRL4 CASP2 HIPK1 STK4 BICD2 SCN2B MUSTN1 CAMK1D CNOT3 ATRN ADARB2 UBE3B SYNJ2BP LARP1 MIR5193 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5193 GRM1 C10orf105 UBN2 DLG3 PALM2AKAP2 PRKAG1 HOMER1 THSD1 SP6 PRG2 AKIRIN1 JDP2 ERCC3 ZNF250 BTBD9 CDCA2 SFMBT2 KCNH5 WNT9B GPR68 PSD3 GDNF STIM1 GLIS3 DLL4 EID1 NDOR1 LIM2 CCNF KCNQ2 ERG CD274 TASOR IREB2 RASSF1 RGS3 AOC3 GJB1 ST3GAL6 SCN8A PEG3 ZNF559-ZNF177 RAP1GAP2 MICAL3 DST MKLN1 PHF20L1 TFE3 RHOBTB2 KCNQ5 TNRC6B ELOVL6 AMOTL1 HRH1 PEG10 LRCH1 FADS1 ATP6AP1L EPHA8 PID1 AP3S1 C3orf70 YAF2 SPANXN5 NLN MB SCG5 C14orf93 DTNA NUDCD1 PTPN3 PRMT3 SLC22A6 EFNB3 UST ACACA ATAD1 PLEKHO2 CACNA1C SOX6 NYAP1 ATF6 CAMK2N1 NFATC4 IL25 PCIF1 LAMP5 GRAMD1B EAPP RXFP3 GRM7 GFAP TPM3 NAV1 AFF1 GPD1 POLR2F TECPR2 RFPL4B PEA15 RAB3GAP2 ZNF177 MTFR1L PLCXD2 NXPH3 C1orf52 DCAF7 POFUT2 GPR107 BUB3 CCR5 PNMA5 PDE1A SSR1 ATP8B2 BCL2L13 EPB41L1 PLCG1 SOD2 AC011525.2 S1PR3 CBR1 UNC5C DAAM2 MAPKAPK2 PIAS3 NEDD4L FOSB ARPC2 NFAM1 NFIC GLP1R ABCC12 PCDH15 NLGN1 MRPS35 RELT SGO2 ALX4 OTOR ATP2B4 NAA50 SNX18 KIAA0895L C16orf90 SPANXN1 FAM167B NACC2 ZNF24 UBA3 MIEF2 CCDC9B AMZ1 AMACR CHRM1 IFNLR1 GLB1L2 MGAT5 PIGR ADD1 MBNL2 SLC6A6 SRP19 TMEM223 EHD3 RPS9 CCNY CACNG8 ZNF827 SLC38A5 KDM5C TBC1D2B NAA11 MIR19A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR19A_5P AGFG1 AGPAT3 PGR CHL1 PALLD SLC44A1 CGGBP1 PURB ABRAXAS1 HNRNPR ARPC5 BBX SLC35F1 XIAP EDNRB TENM1 GPATCH11 ELAVL4 CNOT7 ZNF808 ZNF761 ITPRIPL2 USP50 PLCB4 IFI35 NTS THAP11 ACVR1C ESCO2 FAXC ANKRD36B DERL1 EIF4G2 CREB1 EXOSC8 ZNF345 ZNF611 PDE1C CFL2 RPP14 ZNF765 PSMC1 STXBP5 CSRNP2 CP RORA SGIP1 NRXN1 MAN1A2 C1QTNF9 FSCN3 TTC30A KLHL15 PHYHIPL SEZ6L IL17A COG5 FGF13 ELOVL6 TMEM255A PMPCB DCLK1 CENPN UBE2D4 GNA13 SPRED2 PTCD2 PCDHGA7 ANKS1B SLC39A8 NEK7 MKX RNF169 RBMS3 ZNF860 FBXO8 TRIM7 TET2 ZMYM5 PLEKHO2 ZBTB2 RUNX2 FHL5 RLIM WDSUB1 TUB EDN1 PUM2 GATM TMEM131 MPP7 MSRB3 ANO3 ZNF600 ABCB10 ALDH1A2 ZNF816 SETD6 FRMD4A PHF20 GNAQ TNPO1 WWP1 HOXA2 SEL1L ZNF468 UBR7 BRINP1 TNS4 FAM120A FLRT3 KIAA1549 CREBL2 XKR6 KCND2 FARP1 CAMTA1 FKBP5 HIPK1 ZNF845 SLITRK4 NIPBL LIN28B SLC6A8 AGO1 GRIK2 IKZF5 ZFAND1 FYTTD1 PRDM13 LATS1 PAN2 UNC5C BCL11B TPD52L3 ACACB CREB3L1 MS4A4A HSPB8 SMCO3 TRPS1 PNPLA4 TMEM192 GABPA MEX3D UBE2R2 PPARGC1A POLQ PLXDC2 MOSMO ZNF888 IL23R NR2E1 EIF2S1 ZNF28 ZNF813 CRACDL AAK1 ANKRD52 HIVEP2 GSTA2 CENPF LRRTM3 ZNF439 PTPRJ ZNF578 KMT2E CAB39 CREBRF CCN2 EMP1 AJAP1 NR4A3 GABRB2 LIN7C TMEFF2 MIR5682 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5682 KPNA1 CBX6 PMP22 SH3GLB1 CLEC2D FERMT2 DNMT3B ITGA6 COL1A2 TMEM183A DLGAP1 LYSMD1 AFAP1L1 FOXJ2 IL1RAP ZNF346 ANKRD13C DYNLT1 COL4A5 TMEM134 TMEM178B KLHL28 C11orf54 ROBO1 ASAP2 COL5A3 NID2 PRPF40A IREB2 WDR41 OTULIN BACH2 PGAP2 RAB30 GRIP1 INA TLL1 MOG ADAMTS9 HBP1 SERPINH1 KCTD3 ADAMTS10 COL6A3 SPRN DGKH ZFP36L1 EML6 ELF2 GPATCH2 SLC16A7 TFEB SMTNL2 MAP4K4 COL1A1 SLK CEP97 FSTL1 ZNF469 TET3 TFAP2C ZBTB5 BMF SMIM21 PPIC DPYSL5 CFL2 CCSAP KMT5C PCGF3 AKAP5 RALA METAP2 CD276 CSRNP2 IFFO1 ATP1B4 ANKRD13B ITGA11 COL3A1 NPAS3 YWHAH PTP4A1 ZBTB34 DRD1 SGMS2 IQCJ-SCHIP1 PDIK1L COL22A1 EFNA5 CCNT2 PXYLP1 RNF19A NCKAP5 SHROOM2 KNOP1 SERBP1 PLEKHA8 ERCC6 COL5A1 KIAA0895 CLDN1 ZNF282 COL25A1 EIF4E2 PI15 LPL RLF PAN2 CAMK4 EIF3J RFX7 CCNJ GOLGA7 DCUN1D4 ZDHHC21 ATAD2B HAPLN3 P3H2 COL5A2 TDG RBAK ELOVL4 SH3PXD2A SVIL SIRT1 ADAMTS7 CALM3 KIF26A SPARC PURG MARK3 ZNF704 DCAF12 NASP SPRY4 IGF1 E2F7 SETDB1 STMN2 RAPH1 COL7A1 DICER1 NFIA FAM241A LYPLA1 MAP6 HIF3A ZNF28 BAK1 AMMECR1L KDM4B KIF26B FREM2 COL4A1 SESTD1 SGCB FGA RNF39 MAPRE1 NAV1 NAV3 FEM1B DDX3X ADAMTS6 ZKSCAN4 SLC6A14 NSD1 XKR7 EPC1 SNTB2 NEXMIF USP31 BTG2 ZC4H2 NKIRAS2 RHOBTB1 COL2A1 ZNF512B JAZF1 SIKE1 TMEM236 HMCN1 COL19A1 SGK1 IFI30 ZHX3 EML5 CSGALNACT2 PRKG1 DGKD NUFIP2 ADAMTS17 ING3 PDS5B DTWD2 MCL1 BCORL1 AMMECR1 COL15A1 TNFRSF1A FBN1 KIAA1549 SPSB4 ZMIZ1 TET2 ISG20L2 WWTR1 RIC1 DLG2 CBX1 SIDT2 ZMYM2 RGS1 SLC16A14 ANKRD27 GPR37 MBTD1 AKT3 MIR7162_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7162_5P CREB5 SLITRK3 CBWD5 DPP6 EGFLAM PTPRN2 TRMT9B CTCFL CADM2 FAM120C B3GNTL1 SULF1 GRIK3 GPM6B TCF4 ARSF PPWD1 CCDC14 PCNP F3 JDP2 GALK2 ABHD17A REV1 VANGL1 LBH ZNF250 PANK2 BLCAP HOPX COMMD9 ECHDC1 ZNF367 OSBP2 NETO2 CEBPG DLST TRABD2B AGO1 TMEM164 LIN7A MTX3 HAT1 ZFAND5 APOLD1 STAT4 ITPRIP CSF1 SLC36A4 ZNF385B CHD2 VHL CIPC GFOD1 RUNX3 TET3 GXYLT1 TRIM32 PRR5L PLEKHG7 PRAMEF13 BAP1 GHR PIAS2 FAM122C GRIA4 STK32B CTIF PIAS4 SFT2D2 HCFC1 SDK2 CFAP410 CRLS1 YWHAH ZNF440 INKA2 XBP1 GRID2 COL6A6 ABCB5 KLF5 CLASP1 HSF2 PPM1F KIF21B HEXIM1 PRPF4B S100B PIP4K2A CCNH NPNT CDHR3 ANKFY1 SLMAP DUSP5 PLXDC1 RSU1 SPRED1 NR2E1 PI4K2A ATF7 IFI27L1 WWOX CHIC1 MYOC SRSF2 SLC23A1 GAGE1 SYT4 CERS6 DTNA ESYT3 SLCO3A1 CHRNA6 RIMS2 ELL2 DPH3 MEX3B RIMBP2 ATG2B PEG10 ONECUT2 ZNF26 ZNF441 SOBP KLHL3 ASXL2 SFPQ KCNIP1 RTEL1 TUB PAX3 RC3H2 SIAH1 SYT14 PRAMEF14 SH3GL2 MED23 ZC2HC1C VPS53 NKX2-8 SLC30A4 PANX1 PRKCA TNS3 MGAT5 PCDH7 FCHO2 NKIRAS2 MRPL34 TFAP2A PRAMEF1 ALPK3 NSF JAZF1 JMY ATP6V1D SYT1 CCDC93 CTLA4 APH1B MRPS7 RHPN2 CREBRF SLC6A6 DIAPH1 SDK1 RPS3 PLA2G4E PDE1A SEPTIN6 CBFA2T3 KIAA1549 DPH3P1 ASIC1 ZBTB25 SFMBT1 MIR5571_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5571_5P DIP2B MDM2 ZKSCAN8 SNAP23 NR2F1 DPP10 PARP11 ANKRD28 SLC41A1 BHLHB9 DDHD2 GRIP1 PSD3 ZNF480 RPF2 LGMN E2F6 FYCO1 IL17RD MIER3 TRIB3 FOXP2 GPATCH2 KLHL14 SH3YL1 RAD51AP1 CADM2 SUZ12 STK32C HCN1 IKZF2 ABI1 CNTLN ETV1 CFL2 PPP1R2 ASTN1 SCN8A ARID4A SULT1C3 MAGEA12 SRSF6 TMEM11 G3BP2 UBE2K CCDC126 CALHM4 CELF2 NUDT13 CAV2 GABRA4 FMN1 ACTN4 SLC19A3 PI15 CRELD1 SLC34A2 SAXO1 DTWD2 MYSM1 APBB2 EIF4E KDM7A MDGA2 CD226 DOCK8 THSD7A MDM1 ELN ZC3H4 ITGAV TMEM117 VSTM2A KLRF1 PDS5A MRPL30 NFAT5 ADCY1 EPB41L2 PLEKHG2 RPGRIP1L CCDC105 RSPH3 BMP2 PRRC2C ZNF506 KIF5B COA5 NADK2 NOVA1 MIPOL1 ANKRD12 CLN5 SMARCE1 LDB2 TSPAN2 PTPDC1 INTS2 SHTN1 ZNF90 CCDC191 ID4 HOMER1 MYZAP LRP6 KPNA1 MIB1 CAMTA1 HIPK1 VPS37B FZD3 ACTR3B GNAI1 SP100 TIPRL KLRD1 GAD1 PAN3 MZT1 TMTC1 RGN ACBD3 PTMA YTHDF2 TOPORS STAP1 GPR158 ALDOB TSC22D1 DYNLT3 SFRP4 BCDIN3D MED28 SLC5A12 RNF138 DHX8 HSF5 FLRT2 MEGF10 MAPK1 ERAP2 ENPEP SLC7A11 MAP7 ARHGAP28 PRDM15 WEE2 MAGI3 GPRIN3 STT3B IMPACT SLCO6A1 ADGRL3 PPP3CB RORB ATRN ZDHHC6 WDR26 MIR19B_1_5P_MIR19B_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR19B_1_5P_MIR19B_2_5P AGFG1 AGPAT3 PGR CHL1 PALLD SLC44A1 CGGBP1 PURB ABRAXAS1 HNRNPR ARPC5 BBX SLC35F1 XIAP EDNRB TENM1 GPATCH11 ELAVL4 CNOT7 ZNF808 ZNF761 ITPRIPL2 USP50 PLCB4 IFI35 NTS THAP11 ACVR1C ESCO2 FAXC ANKRD36B DERL1 EIF4G2 CREB1 EXOSC8 ZNF345 ZNF611 PDE1C CFL2 RPP14 ZNF765 PSMC1 STXBP5 CSRNP2 CP RORA SGIP1 NRXN1 MAN1A2 C1QTNF9 FSCN3 TTC30A KLHL15 PHYHIPL SEZ6L IL17A COG5 FGF13 ELOVL6 TMEM255A PMPCB DCLK1 CENPN UBE2D4 GNA13 SPRED2 PTCD2 PCDHGA7 ANKS1B SLC39A8 NEK7 MKX RNF169 RBMS3 ZNF860 FBXO8 TRIM7 TET2 ZMYM5 PLEKHO2 ZBTB2 RUNX2 FHL5 RLIM WDSUB1 TUB EDN1 PUM2 GATM TMEM131 MPP7 MSRB3 ANO3 ZNF600 ABCB10 ALDH1A2 ZNF816 SETD6 FRMD4A PHF20 GNAQ TNPO1 WWP1 HOXA2 SEL1L ZNF468 UBR7 BRINP1 TNS4 FAM120A FLRT3 CREBL2 XKR6 KCND2 FARP1 CAMTA1 FKBP5 HIPK1 ZNF845 SLITRK4 NIPBL LIN28B SLC6A8 AGO1 GRIK2 IKZF5 ZFAND1 FYTTD1 PRDM13 LATS1 PAN2 UNC5C BCL11B TPD52L3 ACACB CREB3L1 MS4A4A HSPB8 SMCO3 TRPS1 PNPLA4 TMEM192 GABPA MEX3D PBX1 UBE2R2 PPARGC1A POLQ MOSMO ZNF888 IL23R NR2E1 EIF2S1 ZNF28 ZNF813 CRACDL ANKRD52 HIVEP2 GSTA2 CENPF LRRTM3 ZNF439 PTPRJ ZNF578 KMT2E CAB39 CREBRF CCN2 EMP1 AJAP1 NR4A3 GABRB2 PLXDC2 LIN7C TMEFF2 MIR4443 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4443 LIX1L CREB5 ARHGAP31 TMEM170A AFF3 RFESD PMP22 FAM168B ETNK2 EFHC1 KCNS1 A1CF SOGA1 PDE1B RELCH SCN8A CLEC4M EXOG CAPZB IDI2 KBTBD2 HIF3A STX1A GALK1 B3GALT1 KLHL29 RNF4 MPI CD209 ACVR1B MOB3C NCOA1 ST3GAL1 PLEC U2SURP TNS1 TMEM100 MITF TSPAN6 SUMF2 DLL4 RGS7 AGT FER1L6 MOGAT3 RAB11FIP4 CD274 ALX3 SIRPB1 LZTR1 RALGAPA2 AR NBPF14 NBPF11 NECTIN4 HOXA9 CHST2 RERG RUSC2 PRLR GCLM YBX2 CACNA2D4 IFT80 CUL2 SMARCA5 NCOA2 ACP3 SETD5 MOB3A DLEU7 PLCL1 UNC80 SAMD12 GFRAL NBPF9 SYNJ1 LARP4B AKT1 GJB2 NTRK3 S100B WIPF3 RASSF2 DGKA PLXDC1 ESYT1 NONO KRT77 TCF21 KDM2A PAX5 NBPF3 XKR4 TSC22D1 ALX4 F2RL2 ITPRID2 LRRC20 ST14 PLPP5 TRPC3 FKBP1A LAPTM5 PTPN7 TCHH NCOA4 CNTNAP2 HIP1 ATP6V0E1 C2orf16 THBS1 EBF3 TMEM199 ERLIN2 GGCX NTRK2 NBPF8 PRY2 NBPF20 PRY AMER2 NRIP3 DBR1 TMEM95 KIF1B NOVA2 PPP1R13B NBPF15 USP51 PDS5A FUBP3 SNPH SPAG17 NR6A1 FAM120A TIMP2 SMO SYT7 HEPACAM KCNC4 MCAM TMEM26 TRAF4 NMT2 MUL1 TACC1 MLLT1 CLMN ERBB4 KRTAP4-12 WDHD1 ILF3 PIK3C2B NBPF1 RASSF4 C1orf74 PTPRJ KLF6 TRPC5 ZNF597 WLS TIMM10B MTM1 NBPF12 CAMK1D PRRG3 SCAI AGPAT4 DGKB YDJC DIPK2B CAMK1G ADARB2 FBXO42 PRSS22 KRT6C BTN2A2 GVQW3 EIF4G3 LRP6 MIR511_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR511_3P KPNA1 CENPA SUOX BCL2 TMEM41B FNIP2 KCNMA1 ATP11C GABRB3 HOMER1 AEBP2 CRIM1 SSBP2 MCUR1 ZNF254 VMA21 PGBD2 PALLD ACBD5 SLC44A1 SPRY2 ANKRD44 HINT3 COBLL1 IREB2 PATJ BACH2 DCAF8L1 ZNF117 NOX4 XRCC4 ENOSF1 LAMP2 SEMA3A NETO2 ZNF540 FBXL3 SLC24A2 ADAMTS9 ANGPTL2 MALT1 PLSCR4 ZNF480 SMAD9 OTULINL PAN3 MATR3 ADH1B STARD8 ZNF138 RASSF5 ARL14EPL DYDC2 RBM5 TMEM229A PLAG1 YPEL2 KCNJ13 LRRC31 CCDC174 EDNRA TNFRSF21 CSRNP3 GJB1 HNRNPA2B1 PRDM4 PDE10A OMA1 SH3TC2 NUDT7 EGR3 NXPH1 FHL5 ABHD18 UNC79 GUCY1A2 KRBOX1 ZNF676 USP25 TNRC6B ATXN7 ZNF449 ARFGEF3 ATP2A2 ROCK2 HEXIM1 TMEM255A ZNF257 TDRKH ZNF107 HSPH1 PLA2G12A RBP4 ZNF737 VPS13C PUM1 ZNF415 NLGN1 KANSL1L RAB3C POLR3G AFDN ZNF506 MAN1C1 RNF213 XKR4 ZSCAN5B LRRN3 CRPPA ZNF493 CPNE4 SORCS3 KCNJ3 ZNF486 MDFIC LDLRAD2 DENND2C MATN3 SLCO3A1 MTRF1 TXLNB INHBA RNF138 LPP PANX3 ZFAND3 LSM8 FBXO30 LRATD1 MIS18BP1 GTPBP2 ADGRF5 AMER2 IMMP2L RB1 ZNF99 CAMK2N1 SIRT3 TCTEX1D1 PURG FNDC3A DENR ZNF253 TOP2B CTNND2 ZNF85 ZNF543 SLC35E3 TMEM209 RAB44 MORC1 ALG6 PRRG4 ZNF626 TSPAN12 RICTOR PLP1 NUDC CUBN AJAP1 PDZRN4 ZNF90 ZFP28 ZNF124 ZNF354C UBE2V2 XKR6 ZNF730 SCARA3 VENTX MIR330_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR330_5P OTP EGFLAM SLC38A2 ZNF423 CACNA1E BTBD11 TOMM34 GPD2 TMEM178B CHL1 ETS1 KCNIP2 ATP6V1G2 WNT7B KCNH1 ZNF577 TRABD2B MOB3C TNR PLEC PPIL1 EPHB3 WDFY1 MRAS MIEF1 TOM1L2 RIT1 ODR4 CD6 FAM104B TANGO6 NINJ1 PPP1R3F KLHL14 PML SSBP4 GPI IQSEC3 PIK3CG SYS1 IQCD PALM SAMD4B METAP1 PIP5K1C IGF2BP1 CHCHD3 GRIPAP1 GLOD5 DNM1L ZNF197 MTR GRM1 EPHX2 SLC19A2 NDUFAF4 CEP85 PRX AMOTL1 CERS6 TIRAP BAHD1 ANKFY1 TOMM40L PIP4K2C MAPK4 ATXN1 ZNF322 PAX5 ANKRD6 LRRTM1 CCDC149 FRAT2 BRPF3 SKP2 ZNF544 NHS NFATC2 TPBGL PTBP1 UBXN10 FAM168A LETM2 CMTM8 KCNQ4 CD47 SOBP PLEKHM3 RUNDC3B SLC23A2 VLDLR MDM1 CTXN2 ADAM29 RAB3IP POLR2J3 FSHR FNDC3A TLN1 GDAP2 MGA WDR91 SLC5A3 ALAD KLF3 KLK5 PPP4R1 TK2 UBE2W EMC8 CDK15 MMP24 GNAO1 SSTR3 ZNF609 PLEKHG3 CMKLR1 VDR ARPP21 HAVCR2 ELK1 SHISA7 RALGPS2 FBXO21 TMTC2 VPS39 SOGA1 EPB41L1 EFNA3 ELK4 MAPK1 CDH22 ARC GGT7 NGFR SLC27A4 RALGAPA1 ZZEF1 SDK2 NPAS3 OXSR1 YBEY STK35 TSPAN18 HDHD2 H6PD ITGA5 RTL8B SLC24A3 SAMD12 CYP8B1 SRGAP3 SPRYD3 RNASE13 CFAP70 GAB1 CTNS CABLES2 CNKSR3 PRKCB TBC1D16 ABCC1 LDOC1 TSPAN14 PNISR RFT1 RIMS4 BTNL8 NLK CHRM1 INO80D PARVA DYRK3 B4GALT1 MAGI3 MTMR8 FGF11 PCNX1 XIRP1 CBFA2T3 MEGF6 PPP1R14C KLF14 LARP1 MIR5589_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5589_3P ZCRB1 MAU2 CAMTA1 PCDH11X GNE ITGA6 MAP4K4 CBL PPP3CB GPM6B CCDC169 LPGAT1 SPCS2 ANKRD44 NAPB MOCS1 CCSER2 COX20 GATA6 ELK4 TFDP2 ADGRA1 HPSE2 PCDH11Y COX18 DDHD2 ZFAND5 ACVR1B IFNA2 CPEB2 PTGER3 FRS2 PPARGC1B PTPRD RNF32 BTBD7 ZBTB10 SARNP RAD54B PASK METTL8 COL4A3 ATP6V1FNB FGGY IL33 KCNQ5 ALG2 SPARCL1 DHX36 IKZF2 LEMD3 CLCN4 ERC2 INSYN2A TTPA PRDM1 VAMP7 RGS17 CYRIB GPR78 YIPF6 SLC1A6 CD69 GPR158 RXFP1 RRN3 PRDM2 TNRC6B AKAP13 APPL1 CCNT2 RTF1 EDEM1 FOXO4 PDSS1 POTEM ABR IBSP CIC PLEKHG4 SATB2 TMEM30A ARHGEF3 TP53INP1 MAP3K1 VAMP1 CNMD SLC25A36 FSBP ABCC9 LYST SERTAD2 TCEAL5 CTNND2 WSB2 NAT8L PRKCE RLF SYT4 GNG5 COX19 EN2 PHOX2B MAP2K4 TNFRSF9 CNOT6L EPC1 PDCD6 KIAA1109 RNF38 PRSS45P SLC5A7 PJA2 DNAJC1 PPP3CA GALNT16 LCOR TM9SF2 CAPNS2 CHRNG SMCO4 CCNJL CACNA1B BOD1L1 ARL8B DAGLA HTATSF1 CD36 MAP2 MAPRE1 TNKS INO80D CBR4 PSD2 JPH1 WWP2 SORT1 FAM83G WDHD1 PDS5A PRDM15 C18orf25 JMY ADIPOR2 GRB10 TRIO PTPRJ FCHSD2 GPR173 PTPRK IFNA1 SOCS5 MBNL3 DAAM1 DDX42 ST18 TRIQK MAP2K1 DMRT2 KBTBD12 TET2 USF1 SPIN1 TCF7L2 TCEAL2 RYBP KCND2 SLC16A14 SCARA3 RASSF3 MIR5581_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5581_3P APTX C8orf58 RETREG1 PRR20C PIAS2 NRF1 ENTPD6 UCHL5 NR3C1 RAB3IP TMOD2 CERT1 CHL1 MCUR1 ANK3 FBXO28 BEX2 TCEAL3 CGGBP1 PCED1A PURB FGF13 CCDC47 DDHD2 SEMA3A MYBL1 PRMT2 GPC3 TTPAL ZC3H12B SPAM1 FAM222B TMX3 CTCF ZFAND5 FHL1 RNF146 KCNA2 PNPLA8 PRR20A EBF1 NFYC PPP1R9A KCNAB1 HES7 MAP3K13 TPSAB1 ZNF354A BEX1 TMEM9 DMRTC2 NFIA SRC PRR20E ZNF440 GUCY1A2 KLHDC2 TTYH2 SEPHS1 FBXL20 CCNT2 KRT10 CPNE4 SYNE2 ARIH1 PRAMEF25 AMACR MAP3K1 TP53BP1 COL25A1 SERTAD2 PAQR9 TCEAL5 CNKSR2 ADRB2 PPP2CB TACR1 JPH4 SDC2 SSX2 RPL32 BEX3 RAB4A GPR155 MDGA2 CAMK2D TSPAN33 EXTL2 USP49 DNAJA2 ZNF829 HERC2 SLC8A1 MED13 YWHAE FAM118A IL4R CNTNAP5 KCNK9 RASA1 SSX3 BTG1 TIGD3 ORC5 ABCB10 PHKA1 EFCAB11 SLC9A7 MAP2 NFIB DIDO1 PRR20B KCNH7 EGR1 FOXN3 CNTNAP3B MFSD6 MAPK6 TMPRSS15 TRHDE TRARG1 CSTF2T DNMT3A ZNF439 SLITRK1 ARL5B SSX2B PRAMEF15 SPATA12 TSPAN2 MAML3 TCEAL7 C8orf34 ARID2 NHEJ1 PRKCI PLA2G4E SEMA3D TPSB2 IGFBP1 PRR20D CPEB2 RIMS2 PRAMEF4 TLCD4 ZBTB25 MB21D2 MBTD1 MIR501_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR501_5P PXK MYB SSX2IP PAK3 ATP5MC3 ZNF471 CLEC2D MEF2C PPP6R3 CDC27 SSR3 CAPS2 FPGT LPAR1 HDAC9 LPGAT1 HTR2A LPIN1 TBR1 KLF12 GALK2 UBE4B EIF3M DCDC2 ARMC4 BMI1 PRPS2 PEX5L DOCK5 KIF1C DYNC1I2 DRAM2 UBAP1 STEAP2 CYP7A1 KCTD15 PCOLCE2 PAN3 ENKUR STK26 C3orf35 FUT9 PNN TAC3 CT45A10 TFAM MYLK C14orf132 LRIG3 RIMKLB CACHD1 MARK1 KLHDC1 GRIA4 TRIM65 PLP1 MCU IRF2BPL TOGARAM1 EML1 MINAR1 SLC24A4 CT45A5 AGPS ADRA2B SH2D1A BAZ1A ABCC2 SLITRK5 RBM41 PEG10 DACH1 NPR3 CHST9 LHFPL2 TNNI2 PMP2 ARHGEF38 CLCA4 PRDX3 HES5 SOX4 NLRP11 PLXNB1 RDX SLC39A8 COMMD3-BMI1 KRR1 VPS13A TRNT1 SPTSSB MAP4 MAGEB6 CD164 JUN ZFX GRAMD2B MFSD14B CT45A9 ZFYVE9 FRMD6 CNP NFIL3 TEKT3 RCN1 UBE3A SMC1A ALX1 SH2B3 RIPK2 SNRPF AMER3 SNX13 CYLD ASAP3 DENND6A DNAJC6 SLC5A3 ATL2 ZNF519 INO80D ANKRD34B NEXMIF CSE1L SLC35D3 H2AX ENGASE BBS7 SRSF2 JMY PTPN4 FOXC1 MSI2 RAB27B KCNC2 KIAA0825 BLID PINX1 MMP13 C5orf15 NR4A3 JADE3 SRBD1 SLC44A5 THUMPD1 SENP7 AIMP1 PEX12 SYAP1 KCND2 SRPK1 LSM14A MIR516A_3P_MIR516B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR516A_3P_MIR516B_3P CREB5 CBWD5 DPP6 EGFLAM PTPRN2 TRMT9B CTCFL CADM2 FAM120C B3GNTL1 SULF1 GRIK3 GPM6B TCF4 ARSF PPWD1 CCDC14 PCNP F3 JDP2 GALK2 ABHD17A REV1 VANGL1 LBH ZNF250 PANK2 BLCAP HOPX COMMD9 ECHDC1 ZNF367 OSBP2 NETO2 CEBPG DLST TRABD2B AGO1 TMEM164 LIN7A MTX3 HAT1 ZFAND5 APOLD1 STAT4 ITPRIP CSF1 SLC36A4 ZNF385B CHD2 VHL CIPC GFOD1 RUNX3 TET3 GXYLT1 TRIM32 PRR5L PLEKHG7 PRAMEF13 BAP1 GHR PIAS2 FAM122C GRIA4 STK32B CTIF PIAS4 SFT2D2 HCFC1 SDK2 CFAP410 CRLS1 YWHAH ZNF440 INKA2 XBP1 GRID2 COL6A6 ABCB5 KLF5 CLASP1 HSF2 PPM1F KIF21B HEXIM1 PRPF4B S100B PIP4K2A CCNH NPNT CDHR3 ANKFY1 SLMAP DUSP5 PLXDC1 RSU1 SPRED1 NR2E1 PI4K2A ATF7 IFI27L1 WWOX CHIC1 MYOC SRSF2 SLC23A1 GAGE1 SYT4 CERS6 DTNA ESYT3 SLCO3A1 CHRNA6 RIMS2 ELL2 MEX3B RIMBP2 PEG10 ONECUT2 ZNF26 ZNF441 SOBP KLHL3 ASXL2 SFPQ KCNIP1 RTEL1 TUB PAX3 RC3H2 SIAH1 SYT14 PRAMEF14 SH3GL2 MED23 ZC2HC1C VPS53 NKX2-8 SLC30A4 PANX1 PRKCA TNS3 MGAT5 PCDH7 FCHO2 NKIRAS2 MRPL34 TFAP2A PRAMEF1 ALPK3 NSF JAZF1 JMY ATP6V1D SYT1 CCDC93 CTLA4 APH1B MRPS7 RHPN2 CREBRF SLC6A6 DIAPH1 SDK1 RPS3 PLA2G4E PDE1A SEPTIN6 CBFA2T3 KIAA1549 CNOT3 DPH3P1 ASIC1 ZBTB25 SFMBT1 MIR2467_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2467_3P MORF4L2 PPP2R5A WASF2 VOPP1 CYP1A1 MARK4 WASF3 GPATCH8 ETF1 ABLIM1 ZNF483 SSX5 KLF12 SLC41A1 NRBP1 CD209 LSM12 ST3GAL1 BTBD8 N4BP1 MYH10 ZNF546 KRT72 ATP1B2 TPRN AR SLC25A42 GABRA1 SULT2A1 RRP36 HNRNPK OSBPL3 SGSM1 PTMS NAA40 SSX1 FAM168B KSR1 ACOT13 TNRC6B BSDC1 TPCN1 PCGF5 IL1RN MPDU1 IDH3A SENP8 RGL1 PRRT2 KIAA0513 AKAP13 KCNB1 SSX2 CERS2 KANSL1 KDM7A UBXN7 CDK14 STMN4 SEC31B DTNA PNKD RCAN2 KCNQ4 GABBR2 NRSN2 KHDRBS1 USP36 ATXN1L SSX3 CCDC97 FAM193A NCS1 USP37 GOT2 FAM155A EFHD1 SKI POLR2F GOSR1 TOMM22 C18orf25 CALCR TOMM7 FABP3 SSX2B MSI2 DCAF7 WDR19 SDHD KIAA1549L TUFT1 RRM2B TMEM127 PHF19 TLN2 ERFE SSX4 BBS5 PLEKHA6 C22orf23 NPLOC4 MLXIP NID2 MMP16 SLC2A4 NR5A1 AGO1 RUFY3 NECTIN3 NECTIN1 FMNL3 KREMEN1 KCNE4 PDXK GSPT2 TEF SSX4B ARL3 RHOXF1 DDHD1 DMBX1 AQP1 SNX27 COPS3 RAB1A TMEM121B LSM11 FKBP1A SRXN1 KSR2 FOXK1 ONECUT2 TNNI1 GOSR2 ATXN7L3 GPR137 NSD2 NR6A1 ARL8B LURAP1L ZFR CLMN SEMA4G PIGR CNTN5 ST8SIA2 ALPK3 RGS8 ZC3H6 MICALL1 SCN2B GLCE ZFYVE28 OTUD7B GRIN3A PIGK ARL17A MIR3977 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3977 MKKS BAG5 NDUFAF5 CLIC5 CEP68 TENT2 MIER1 ELOVL7 TMCO1 MEI4 MOCS2 TAC1 PRAME FZD3 ANKRD13C GZF1 CERT1 ABLIM1 SGCZ XIRP2 CMPK1 MOB1B CARTPT CTNND1 GPR1 COMMD9 VTA1 LIN28B MAD2L1 SIK1B CDH5 AGO1 RNF14 CLUAP1 TMEM164 ENC1 AMD1 CRIPT NEBL CTCF NRSN1 TBL1XR1 GPATCH2 SYF2 HDAC9 ZIC3 MOB1A SEMA5A BRAF IER5 CNOT6 UHMK1 FAM237A OPRM1 RIOX2 C8orf44-SGK3 CANX TMEM47 CUL4B ARID5B ARID1B HBS1L MIP RUBCN SCN2A MIS18A CTDSPL BBX TAF5L PHF20L1 NHLRC3 ICA1L TLE4 NMBR UGP2 HDAC2 MEX3C CDYL2 ATP8A2 NR3C2 PDSS1 AVEN ZDHHC17 SYT16 RAVER2 MTARC1 ALCAM MSL1 PMS1 FBXO47 PAQR9 PKNOX1 AK7 LEAP2 DPPA3 C2CD4A CERS6 ATP2B4 DCUN1D4 RBM48 FAM8A1 AP4B1 BEND3 PAK3 USP49 NEDD4 SLC8A1 SGK3 FAM118A KCNK9 CST8 CRISPLD2 RAB11B LRRC8A RYR2 BPNT2 ABCB10 ARL8B RALGAPB ENPEP SMIM10 DENND6A STK3 NPAP1 TMX4 CHST9 CPT1A PHF20 HIVEP2 LNX2 MAB21L2 SLC22A24 G6PC GABRB2 UBE2V1 MCTS1 STT3B UNC5D SIK1 CREBRF GAR1 PALLD WWP1 TADA2B GPCPD1 CDKN1B SCAI NFASC KIAA1549 TRIM44 PTCH1 HOXA5 SLC6A6 HTR5A UBE2V2 POF1B RASAL2 HAPLN1 CWF19L2 SYT1 SFMBT1 MIR4784 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4784 RFX5 CSRP3 NRN1 PDPR PGR TREM1 ACSBG2 PRG2 PARP11 SGCZ LRRC6 TBR1 SLC35F1 CACNB4 RHOA POU3F3 KAT7 DSC3 RIC3 HBP1 CD59 SNAP25 GDF5 MMADHC FUT8 GPR65 IGF1R PDX1 NFIC RHOH IGF2R RORA NCEH1 FCGR1B LUZP1 BLMH TSC22D4 KANK2 NAV2 ZNF652 DAB2 LRRC20 NSD2 POU2F2 SLC25A36 MTMR11 ZDHHC9 USB1 FIBIN ATG16L2 FAM122B EXOC8 RSPO4 FAM168A ANKS1A UBXN7 TAOK2 DOCK8 IKZF4 ATL2 ODF1 MS4A1 SLC25A13 ENOSF1 LY75-CD302 UHMK1 AGPAT1 FAM122A GRIN2A MED18 RNF39 WNT1 BRIP1 BAAT PRKRA PRKCA JPH4 PSD2 PBX2 CNTFR TAGLN3 MYO1D LYPLA1 PSMD11 SSBP2 IFFO2 KIAA1549L SIX3 DKK2 KLRG1 ARPIN-AP3S2 E2F2 CCNI2 RTL5 DTX4 SLC25A17 MS4A13 CD302 ZBTB44 MMP11 XPO7 SOGA1 FOXJ2 TULP4 KLHL29 BASP1 RCL1 ADAM28 SLC24A2 CHRDL1 UBE2QL1 CCDC127 FMNL3 NDUFA4 DLG1 TNS1 VRK3 SH3TC2 TMED10 CCL13 SOX6 GFRAL MTPN PRPF4B NAIF1 BAZ2A CLSPN TRIM21 COPG2 SH3PXD2A FBXO31 SLC34A1 CSGALNACT1 SOCS6 ONECUT2 FTHL18 PITPNA CDK17 GEMIN4 ARHGEF39 HLA-DQA1 INO80D AP3S2 ZBTB39 TRIM66 PRDM15 RNF44 FRZB APCDD1 GPR61 ZFYVE1 FBXO42 ENDOD1 MIR498_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR498_3P KPNA1 CREB5 PUS7 HMGN3 CCNYL1 CDKL5 FZD6 OSTC PCSK5 RELA MACIR NID1 KLF4 SLC4A7 MORF4L1 HOMER2 ZNF438 SYN2 ADAM19 PPP2R5D ARSF AMER1 CGGBP1 TRIM63 RCC2 TCF4 DNMT3A TIPRL CILP2 TMEM74 VASH2 COL4A4 REST PGAP1 CCDC117 CRISPLD1 CYBRD1 N4BP2L1 COL9A1 BIRC2 RAB14 RAP1A GLIS3 CTSO LIF CNR1 CPSF7 FRS2 AMOT PTPRK KCNN3 PROSER1 MOB1A TET3 CDK6 LIMS1 DCX SPATA2L MYCN ADSL HACD1 OPN3 ACBD5 VPS37C ABCE1 MUC7 FAM3C SEMA4D NIPSNAP3A EFEMP1 HDC SCN2A DOCK11 LOXL4 SHPRH XBP1 PRKRA SEPHS1 RAB12 GRIA3 CAMSAP2 MORF4L2 GPAM CCDC138 NKRF ZCCHC14 DAB2 PHACTR2 NAV2 TENM3 SPDL1 LARP4B SCN9A CLK2 GSK3B TAF5 COL5A1 ABHD18 TRA2B PPP1R15B NIN RARB PTX3 XKR4 FAM13B CARMIL1 USF3 VTA1 REV3L RND3 PRSS12 ASPH AKAP13 MED12L ATP2B4 USP6NL MED28 TDG NOTCH2 NLRX1 EOMES TMEM65 HS2ST1 DCLK1 PURG GPX7 SYPL2 BRWD3 GNE SMAD2 EMP2 SOCS7 ASCL4 SERINC5 CEP152 PRKAB2 EPHA7 MACROH2A2 PDGFA ZNF366 JOSD1 HDAC4 SERP1 SMS BMPR1A UBFD1 ALKBH8 PPM1E GRAMD1B TTC9 ZNF518B OSBPL6 GARRE1 KLHL18 NAV1 HAS3 ARPP19 SPAST PTBP3 NCBP3 SPTAN1 INSIG1 CHFR KCTD20 DENND1B LDLRAD4 USP42 DOLPP1 CNTN1 NSF ADO MAPRE2 IGSF3 ZBTB41 HMCN1 ADAMTS16 PPIP5K2 SLC2A14 RFX3 TRAK2 C1orf52 FBN2 KCNK10 GLI2 ADAMTS17 BNC2 MIDEAS GSE1 CEP68 THBS2 PINX1 MFAP1 CARD18 C5orf15 MXD1 CCNY COL4A2 SLC2A3 FBN1 ERC1 ASXL3 PIK3R1 N4BP2 PER3 ABHD4 USP34 SFXN3 PAIP2 XKR6 DOCK3 SOWAHC TRIB2 PDGFB TET1 RAB33B ATP2B1 LRP6 MIR142_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR142_3P TMEM59 ARNTL PDE4B ROCK2 TMEM200B PPP1R2 COG4 CCDC6 TSEN34 PLCB1 MORF4L2 RAB3A GAB1 STX12 IL6ST RICTOR TIPARP CPEB2 TWF1 CDC25C MARK3 TARDBP BNC2 MLXIP BRWD3 CEP192 IER3 ANKRD11 LRRC3B QKI MYH10 CCNT2 BOD1 ADCY9 CLTA RAB11FIP2 EGR2 STRN3 LCOR PAFAH1B2 RNF103-CHMP3 AKT1S1 RARG C16orf70 TGFBR1 KAT2B ATXN1L ITGAV SLC35F5 KDELR2 STAU1 CLDN12 ANKRD42 IPO7 FOXO4 OSBPL3 ZEB1 APC TASOR2 C9orf72 STAM MOB4 CDADC1 SH2B1 S1PR3 SLC1A3 VAMP3 MTUS1 NR3C1 IPMK CHMP3 UTRN ATF7IP GHR IRAK1 ITPR3 LRRC32 INPP5F RAB2A TET3 HEATR5A TAB2 PTPRB MTCH1 PDZD9 SLC7A11 RAC1 AFF1 USP33 SLC49A4 CFL2 FOXD4L6 BTLA ACBD5 TNKS PSMB5 RGL2 PCGF3 ACSL4 C20orf194 ARID5B KLHDC1 ITGA8 USP6NL WDR5B HGS ADGRL3 RBM47 RERE ZMYND8 NR2F6 GTF2A1 KIF5B CIITA RAB12 ZBTB41 GNAQ SLC37A3 FOXD4L3 TNRC18 LRRC1 BAZ1A XPO1 CTTN PPP1R37 PTPN23 ZCCHC14 SP8 EIF5A DUXA ARF4 PGM1 PLA2G12A HECTD1 GAS2L3 ASH1L C5orf24 SYPL1 ATP6V1G3 PUM1 TAOK1 C6orf47 FMNL2 ZEB2 SP4 GNB2 ZNF90 SUCO NUCKS1 INPP5A SLC33A1 ZNF479 MBD6 RLF CLOCK FGF9 RHOBTB3 SMG1 LRP1B MRFAP1 MTMR9 WASL DCUN1D4 HSPE1-MOB4 JMJD1C ANK3 RHEB ITPKB NR1D2 SYN2 ITGB8 RNF126 OSBP HMGA2 RASSF3 MIR371A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR371A_5P EVI2B BAG5 OTP WNK3 TMOD2 BCL10 C21orf91 FAR2 PCMTD1 ZDHHC3 RIMS1 KIAA1841 MSL3 GPATCH2L PTGER3 BECN1 PGAP1 KDM6A PPP4R3A RPF2 HBS1L CCNY SLC16A7 CERK CSK ZNF706 TTC39C CNOT6 ETV1 GXYLT1 RIMKLB PLCB1 ZKSCAN1 ISL1 USP33 RNF170 IGF2R TRRAP MACROD2 BCCIP CSNK1A1 CCSER2 SPAG9 CDK13 LMLN TNRC6B FMO3 CCDC126 EPM2AIP1 ANKS1B RNF141 CITED2 SCN3B NKAIN2 CLPTM1L CPPED1 NUP50 ABHD18 KRIT1 SH3BGRL2 CELF1 PCDH8 CHSY3 HSPA13 SPANXN5 TIMM50 DIRAS3 ANO6 TMEM33 KDM3B PSMD12 HELZ SFR1 ZMYM5 ENOPH1 ZNHIT6 BARD1 CCDC50 SS18 TLK1 ZNF264 CTNNA3 UBFD1 LYRM4 PARG FNBP1L HMGB2 SIAH2 EML4 MAP3K5 RPGRIP1L TMEM106B SRSF3 BTG3 PPAT MAPRE1 SMAP1 TAF11 PSMG3 BCLAF3 ILDR2 GCFC2 RABIF COL14A1 COA3 TSPAN2 MAPK8 NIM1K COMMD8 EPS15 SVBP TEAD1 FGFR1OP2 OSER1 NIBAN1 NEK3 RASGEF1A QSER1 ITGB8 CST9L SAR1B FGD4 PPIG SLC35E2A UTY NR4A2 TMEM50B CDC73 RPS6KA2 NGRN NME5 HDX MYCN C2orf49 TRAF3IP2 CYP20A1 TBX18 SOX2 SYCP2L FBXL20 PHTF2 CBX5 MPL SCN9A MAP3K1 ZNF644 TMEM170B SUSD5 HOOK3 AP1G1 VPS35 IFIT2 AAK1 SUZ12 TRIM59 NEXMIF MKLN1 SRSF2 NLGN4X PHF12 BEND2 ZC3H6 RHPN2 RASGRF2 USP32 STK4 ANKUB1 SCAI SEC24A KANSL2 HECW2 TET2 LYRM7 KIAA0232 EXOC5 RPL15 SYNJ2BP MIR7114_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7114_5P SIKE1 EXOC6B UBN2 JAK1 FBXO22 CHST4 GLS2 SIM1 JAM2 ROBO2 RUNX1T1 ARRB1 CCDC47 PYY SNAP25 ETV4 C9orf72 USP38 AGT SLC25A27 NR6A1 C12orf42 BORCS5 GPM6B ELF3 KCNAB1 CNOT6 RIC8A SP1 MRPL40 REEP1 AOC3 ARID4A SH3GLB2 UBE2V1 TPCN1 PPP2R5D PITPNC1 TERF2 CTTN PIK3C2A AIFM1 KDM4C TCOF1 MRGPRX2 TBC1D2 TBC1D9 CS CRHR2 PCDH9 CCDC149 DCUN1D3 SPPL3 ANO6 LDLRAD4 FAM107B CHSY1 MCC ZNF44 STRN3 SPIRE1 LPP ENOX1 ZNF823 MAFF ATRX PGD SS18 HADH ZNF516 RAD54L2 FAM122A PEDS1-UBE2V1 ZDHHC20 ZNF426 PPM1L HOXD1 SMIM8 ANO1 GPR139 SLC6A14 DSC1 EPHB2 SKA3 SEC23IP SHANK2 IPO9 KLF6 FOXP4 ZNF442 PLEKHA1 MBNL3 FAM189A1 WWP1 PABPC5 TMEM108 UBR7 SRBD1 MTRF1L UMAD1 STOX2 ANKRD29 SPOPL RIMS2 ZFP36L1 NMU LLPH POC1B COL1A2 PKP2 HMGN1 PCCA FBXL14 NF1 TPRG1 CTAGE1 REPS2 LHFPL6 SYNDIG1L B3GALNT2 ATPAF2 FN1 DEFB132 STIM2 PSME4 RFX7 SLC45A2 GOLGA1 SKIDA1 SUPT4H1 VEZF1 AP000708.1 KIAA1210 MAIP1 DICER1 ZNF131 SNX25 ARL8B RNMT CFTR IL21 PPM1H S1PR2 ZBTB41 CREBRF DSE GSE1 ZFYVE21 GRM6 GIGYF1 LARP1 MIR3191_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3191_5P SELENOI TAF1B SLC38A2 GPRC5B IQCJ-SCHIP1 MYO1C LAIR1 GLS2 GPD2 ARCN1 FAS A1CF ZSWIM5 CTSE AGBL3 FLRT3 BIN2 TRABD2B ARMH3 STRADA EPHB3 MRAS ODR4 KLHL14 BRCC3 TMEM70 CADM2 JAKMIP3 HMGXB4 DDHD1 RNF185 PALM PCNP TNK2 MICAL2 ARID5B SGSM1 DYNLL1 PARP9 GRM1 ATP2A2 BTRC CERS6 RRNAD1 NSL1 RNGTT TRIM39 TMF1 PTER NFATC3 TAF12 JAKMIP2 ZNF839 ATXN1 RBFOX2 FBXO21 ZNF322 PAX5 CRB1 BCAT1 ZNF268 BEND6 PTBP1 PTPN3 RICTOR ERC1 NAF1 SH2B3 ENPP5 NUBPL EYS CD34 HS3ST5 PDE1B EPB41L1 PDS5A SCG3 MGA NRAS MYO15A TK2 GOSR1 PRKCA SEZ6L CLCN5 DNAAF6 WDHD1 NADK2 CALCR USP3 BAALC COL14A1 MSI2 CMKLR1 SYT13 MTM1 RFLNA FGF1 KCNRG ELK1 DESI1 SHISA7 RBM44 RASAL2 C5orf22 OTUD1 ANKRD45 NR5A1 MAT2A MAPK1 DPF2 SPATA5 NGFR SLC35B4 KCTD15 PCDH7 ZNF781 CDH6 VTI1A XPO4 UNC5C ZZEF1 KIAA1328 SDK2 SMIM7 ZNF396 CNDP1 ZDHHC3 ZBTB7C BBX POTEM ID1 ITGA5 TMPRSS11D STK36 ARPP21 ATRN SLC24A3 AQP9 RPE65 RUNDC3A ADGRF1 ALCAM SH3PXD2A TAP2 PLXNA2 ASPH RREB1 CBLN2 SLC2A5 FBXO3 ATP6V1C2 FAM13A KIAA1958 ZFP1 IMPACT HMGN5 SRP19 KAT6A PCNX1 SCHIP1 FANCL MIR29B_1_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR29B_1_5P VSIG1 BRD2 NSFL1C ZBED1 EBF4 FGB GABBR1 BIRC5 EYA4 PPP6R3 HIPK1 SLC4A7 PADI3 SLC30A7 SEZ6L2 HDAC9 MLEC TNPO3 EWSR1 NEURL1B DCUN1D4 HMBS USP28 CCNA2 TEX12 KLF12 FOLR1 ANKRD13A PAFAH1B2 PNISR MAST4 LYRM1 GRAMD1C RUFY3 PAK5 REST C2orf15 ITM2B FAM222B MARK1 MYO1B RNF139 PARP2 FAM104B ALDH1A3 CNEP1R1 NR2C2 HECTD2 PRRX1 HOXC4 RNF103 PROM2 GPR3 LIN9 BPNT1 WFDC10A PWWP2A HEY1 EP300 CYP20A1 ADGRL3 FIGN CGNL1 INSIG1 DPH2 NEDD4L RGS22 DIXDC1 SMARCA5 ALDH1B1 CAPSL ICA1L SLC35F6 PLCL1 CA13 SMDT1 PDYN CNRIP1 ZNF652 GTF3C5 LHFPL2 PERP DDIT4L TMEM266 MPP6 TMTC2 PUM1 MAP3K1 KLHL28 SLC22A23 PPP1R15B PROS1 HOXB3 PCDHB12 NEUROD1 PIGY FA2H AIF1L STIM2 ZBTB8A NUFIP1 RUNDC3A CNTNAP2 NPR2 CD2AP ZNF365 UQCC1 ELL2 SNX30 ANKRD49 TIPARP ZNF704 AIG1 NR2E3 SLC41A2 CLEC2B DACT1 WFDC10B ATF6 ACTC1 PTGS2 PHLPP1 PCDHB13 TRIP11 SEC63 PRELID3B NIPSNAP3B RASSF8 STC1 ARGLU1 SHISA2 EMC6 HS3ST3B1 CEP41 GBP5 TRIM27 ABCB5 VXN USP3 GUCA2A GABRB2 ZC3H8 NAA25 C8orf58 REM1 CARF USP4 SOCS5 PELI1 ATP6V1G3 SHTN1 KAT6A PANK3 TEAD1 CLCF1 EXT1 NUAK2 ZDHHC5 MLANA SPIN1 ZC3H12C ANKRD28 KDM1B PLXNC1 ZNF800 ARL17A WDR26 MIR3150B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3150B_3P RFX5 CSRP3 NRN1 PDPR PGR TREM1 ACSBG2 PRG2 PARP11 SGCZ LRRC6 SLC35F1 CACNB4 RHOA POU3F3 KAT7 DSC3 RIC3 HBP1 CD59 SNAP25 GDF5 MMADHC FUT8 GPR65 IGF1R PDX1 NFIC RHOH IGF2R RORA NCEH1 FCGR1B LUZP1 BLMH TSC22D4 KANK2 NAV2 ZNF652 DAB2 NSD2 POU2F2 SLC25A36 MTMR11 ZDHHC9 USB1 FIBIN ATG16L2 FAM122B EXOC8 RSPO4 FAM168A ANKS1A UBXN7 TAOK2 DOCK8 IKZF4 ATL2 ODF1 MS4A1 SLC25A13 ENOSF1 DLG2 LY75-CD302 UHMK1 AGPAT1 FAM122A GRIN2A MED18 RNF39 WNT1 BRIP1 BAAT PRKRA PRKCA JPH4 PSD2 PBX2 CNTFR TAGLN3 MYO1D LYPLA1 PSMD11 SSBP2 IFFO2 KIAA1549L SIX3 DKK2 KLRG1 E2F2 CCNI2 RTL5 DTX4 SLC25A17 MS4A13 CD302 ZBTB44 MMP11 XPO7 SOGA1 FOXJ2 TULP4 KLHL29 BASP1 RCL1 ADAM28 SLC24A2 CHRDL1 UBE2QL1 CCDC127 FMNL3 NDUFA4 DLG1 TNS1 VRK3 SH3TC2 TMED10 CCL13 SOX6 GFRAL MTPN PRPF4B NAIF1 BAZ2A CALCOCO1 CLSPN TRIM21 COPG2 SH3PXD2A FBXO31 SLC34A1 CSGALNACT1 SOCS6 ONECUT2 FTHL18 PITPNA CDK17 GEMIN4 ARHGEF39 HLA-DQA1 INO80D ZBTB39 TRIM66 PRDM15 RNF44 FRZB APCDD1 GPR61 ZFYVE1 FBXO42 ENDOD1 MIR30B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30B_3P SYBU MDM4 CASTOR2 ARNTL2 PLCXD1 KCNIP1 CTSW NID1 MARK4 ITLN1 IRGQ NSL1 STX5 LRTOMT PRICKLE3 DCTN5 CHTF8 GFOD2 CORO2B CCL28 CASP10 IKZF3 DAB2IP SAMD4A CEBPZOS DYDC2 PHACTR4 ZNF432 ACKR2 PDE7A MTX3 MAPK13 IGF2BP1 VPS13B FAM72A ATP1B4 PYCR3 MIP NCEH1 DEPDC5 NMNAT2 EOGT LHPP GLG1 DNAJC8 ORAI2 ZNF490 SP8 ATP7B ODAPH CDH1 EBAG9 DDX6 CTDSPL FIBCD1 ESYT1 ATXN1 ZNF655 ANKS4B FBXL18 TMEM63C ERBB3 ZNF674 GDI1 ACADSB SCGN RIMS3 COL11A2 GNL3L YWHAQ CBX5 SLC6A11 OSBPL1A SH3BP2 MS4A10 CSF3R MS4A1 PI3 NOVA2 RRP15 CCDC28A-AS1 MUCL3 GFRA4 CD164 GCFC2 APOBEC3F CALCR TCTN2 TMEM132E ZNF793 PSMB2 AP000251.1 FOXP4 SHISA6 FBXL20 SHOX PARP9 EFCAB2 FUS ELK1 LYZL1 SYP SHISA7 DTX4 MTFMT CYP1A2 MASP1 RRP7A TMEM265 SOGA1 NDST1 LYZL2 PNMA2 SLC2A4 GNPNAT1 HRH2 SETD7 ZNF814 MAVS MRPS2 CPSF7 POLR2D TMTC1 PAPOLG TRAF3IP2 SULT1E1 CYP20A1 RBM19 CGNL1 ZNF544 GNAT1 UPK2 ARGFX ZNF554 ZDHHC15 APOL6 TMEM239 EEF2K PPP1R11 CDK8 SUSD5 HOOK3 FOXK1 VPS25 RAB21 SV2C APELA CYP2B6 RAD51B ZFHX2 GLS ASPG PACS1 CDADC1 GFAP GAB2 DMRT1 ARNT2 PRND RHOJ VIRMA FAM72B PYGO1 RBMS2 PLEKHA5 SYNGR1 HUNK NOL9 GPR83 COL27A1 RALB ARID2 MYO10 SBSPON SCAI ZNF286B PIGK RPL15 MIR513B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR513B_3P POSTN NR2F2 PTPRE ARMC1 MAP4K4 ZNF845 TMBIM4 WNK3 USP44 TTC26 ELAVL4 TARDBP PRMT9 ANK3 PHC3 TSHZ2 NBEA RORA SLC44A1 CISH QKI KBTBD2 SERPINB10 MCM10 SELENOS API5 PAFAH1B2 ANP32E TMEM74 TXK ATAT1 COL4A4 MINDY2 AKAP11 CLPX FBXO9 INPP5A KCTD3 ZNF761 TBC1D12 GBP4 TIMM23B SEMA5A HCN1 FMR1 VNN2 BBS7 MYCN NUP50 BEND4 SFSWAP TMTC1 GBP1 RAB39A PRDM1 ALDH7A1 MTMR6 DNAAF4 YTHDF2 POLR3F CTTNBP2NL GJA1 RNF111 MAN1A2 PFKP WNT5B PTPDC1 ANKRD29 OR51E1 NHS BIRC3 PICALM YPEL5 EPHX2 PYURF EGLN3 KATNAL1 PDGFC LMAN1 ZNF461 PHACTR2 IBSP DDAH1 KPNA7 EMC2 TRIM5 TRPC1 ASPH HMGB1 TMEM38B RBM46 PIGY CCZ1B FAM214A SKIL TTC22 PRKCE NIPAL1 CRPPA ZNF860 RFX7 ADAMTSL3 NCOA4 UNC5D PTEN CHEK1 ATAD2B HS6ST3 QRICH1 EPDR1 DNAJB14 UTY GABARAPL1 RTKN2 BRWD3 CFAP251 PPP3CA C11orf95 CDK17 ZNF713 NAMPT PAK2 GPATCH1 HACE1 ZNF28 KIDINS220 RSBN1 GAB2 TPM3 ZNF251 TMEM135 BTLA SREK1 LYRM4 ERBB4 TSPAN7 HECA MAGI3 BEND2 ZC3H8 TNFRSF11B DR1 YOD1 GALNT7 BCO1 CCZ1 SNIP1 C8orf34 EMP1 SMIM13 ZNF22 ZBTB11 ASXL3 DENND11 CPEB2 MRPL44 TRPV3 CCNG2 ENDOD1 TSPAN2 MIR509_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR509_5P AGFG1 MBOAT2 SLC38A2 ZNF423 ATP11C RETREG1 WNK3 ELOC OGG1 RHOT1 ANKRD50 ACLY NCAM1 P2RY10 OGFRL1 ACSL6 CALD1 TENM1 WDFY1 RNF139 SINHCAF ELP3 PGRMC1 IGF1R FAM71C ANKMY2 SLC38A9 TRAK1 PIEZO2 TIAM2 GTF2IRD2B KIAA0232 FAM126B NUDT7 RAP2C PIP4K2B SHROOM1 FAM168B COL6A6 LILRB1 ARF6 EIF4E2 BCL11A RNGTT PROX1 MPC1 SHISA9 SERTAD2 AFF3 GALC C2orf73 PSTPIP2 CCNJ GPR85 GTF2IRD2 TRAPPC2 HSPA9 GID8 CAMK2D DISC1 PSIP1 EPB41 RAB11A CKLF CCSER2 SLC4A2 SYNGR2 EIF5B BTG1 DCLK1 NFAT5 ANLN RAB37 ESRRG AP3M1 SLC9A7 SLC2A10 GMFB FGF2 CSTF2 SMC2 NUP35 RTKN2 EZH2 PTPRZ1 POLR3F G6PC TOGARAM1 SCAMP1 SLC25A5 EPHA6 C5orf24 NFXL1 EIF1B GPM6A NOS1 ZHX1 OCM2 SPOPL GFOD1 WAPL SYN2 MGAT4A CD200R1 CTNNB1 CAMTA1 MXRA5 TARDBP CSMD2 NDN TP53TG3 JARID2 ZFAND5 LDB3 SNED1 TNPO1 CDC14A TNFRSF19 GPALPP1 ZPLD1 ACBD3 FIGN HACD3 KHDC4 PPM1F ATXN7 KDM4A EHD4 SNX27 CELA1 G3BP2 TP53TG3C NLGN1 TP53TG3D SLC1A1 OCM IPO8 CLSPN SLC25A38 USP15 GOLGA1 MED13L MED28 ATAD2B TDG E2F7 ATP9B IQCH PICALM TP53TG3B DENND6A INO80D CHRNE TMEM26 PAFAH2 WDR82 IP6K3 TMEM209 GATB MTMR8 CORO1C NHEJ1 POGLUT2 HNF1B KIF5C DOCK3 NES SYNJ2BP TET1 MIR223_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR223_5P DIP2B TMEFF1 INTS12 CEBPZOS LYN PAX6 RRAS2 ETV1 RANBP10 THUMPD3 PDXDC1 NHSL1 SSBP2 DGKH PEAK1 SLC44A1 SPRY2 NEURL1B WDR41 DLK2 PATJ APBB2 ACSL4 XRCC5 TM2D2 DSCC1 PMS2 PCDH11Y CHIC1 LAMP2 SEMA3A NETO2 SETD9 SLC24A2 ZBTB20 MSANTD3-TMEFF1 SP3 ZC3H12B GABRA6 ZNF546 RAB14 ZBTB10 RAD54B ARMC8 TBL1XR1 VCAN ADAM23 SNX16 PIGV CYP26B1 NOP2 ABHD17B PLAG1 MAP3K2 YPEL2 LRRFIP1 ERAP1 LRRC31 ARID4B DDX19B FYB1 ALDH3A2 HSPA1A OSBPL9 ATP2C1 CLCC1 EGR3 TOGARAM1 TPMT OLAH CAPN6 COL6A6 FUZ GRIA3 C10orf90 USP25 DEK WWOX FRMD3 KLF5 ZFPM2 ARF6 ROCK2 NETO1 ENTPD1 TMEM220 FNDC3B PBRM1 PMP2 ATP6V1B2 DIDO1 VPS13C TRIM5 KANSL1L FSBP PHF21B SERTAD2 MTPAP ALDH1L2 TMEM144 DESI2 CRPPA ZNF493 YWHAQ ZZZ3 ZFX WDR33 LPP PANX3 UGT3A1 TRAPPC10 ZNF441 SMAD2 SPACA1 FAM120C JCAD GTPBP2 CNTNAP5 ZNF99 RGS7BP ULK1 RPS6KA3 DENR GLT6D1 DYNLRB2 DEFB110 RAB22A KCNQ3 CYP3A4 EFNB2 ABO SRI NXT1 TMEM209 SEC23IP PNMA8B HMCN1 AMACR LRRC59 ADAMTS5 ZSWIM1 MIDEAS TSPAN2 SLC2A1 MACC1 NUP58 RABL3 CHAC2 TAOK1 TEAD1 MAP3K21 CCDC191 AIMP1 CACNB1 MSL3 RHOBTB3 SPOPL UBE2V2 FGF7 LRP6 MIR5009_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5009_3P MKKS BTBD1 SLCO1A2 GRIA2 GGACT UCP3 CNOT2 BMT2 MTMR4 TRPC5OS DSC1 CDH19 LPGAT1 PHC3 ACBD5 TRIM6 TMEM267 GLCE TPD52 MPPED2 BOLL PTBP2 ETNK1 CHIC1 NFAT5 CTNNA3 ZNF540 NEMF LYSMD3 OGFRL1 AGO1 MINDY2 MAP9 RBMS1 GFPT1 CDK1 FRS2 NUDT13 DGKE ST8SIA1 CDKL2 WWC1 AMIGO2 EFR3A SLC16A7 UBR2 NDFIP2 PDX1 ERC2 METTL14 ZNF333 ZBTB1 NEDD9 SAP18 BPNT1 TNFRSF19 MS4A7 ARHGEF26 CYRIB NDUFAF6 PLOD2 STEAP2 FZD1 C7orf57 SYT14 MOB3B SLC1A2 ASTN2 PRKDC GRM1 DCTN4 ACOT13 UBE2K PTN C1orf21 GPC2 NSL1 TMEM99 PPM1L LRRC58 PBRM1 BUB1B TRIM5 AEBP2 PRTG ASPH MTERF3 FNDC5 TMEM169 C3orf70 PLCXD3 CDH7 CXorf56 GLRB MREG SMNDC1 ZNF740 MDFIC BCDIN3D SLC16A1 ESYT3 TRIM23 TMEM207 KIF3C TMEM65 PPBP RPRD1B PJA2 KHDRBS1 PATZ1 ZFAND3 RAB40B SPIDR SCD5 SREK1IP1 BRWD3 CRMP1 E2F7 ATRX TAB2 NUBPL EPHA7 DNHD1 LIFR GATM LATS2 FOXO1 NEUROD4 ZNF518B ARL8B MSN ANKRD20A1 DSC2 TBC1D4 CEP72 TMEM64 DNM3 PGM2L1 LYSMD2 CECR2 JPH1 ZNF180 CLMN RTKN2 PARM1 BTBD10 RNF115 NADK2 ANKRD20A4P DMRTA2 MKLN1 STIM2 SESN3 PEX13 ABCA10 CDC5L USP32 CAND1 DKK2 EFCAB5 C5orf15 SERPINI1 RPS3 PABPC4L RPS6KB1 AHSA2P ATRN ANKRD20A2P ADARB2 PIKFYVE ZNF800 MIR103A_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR103A_2_5P OXTR PLAGL1 TRAPPC13 TCEAL9 NR3C1 MTMR1 OGG1 MAGI3 SLC28A1 SPOCK3 BBX XIAP STRIP1 TENM1 MKRN1 PALM2AKAP2 AFF1 HAUS6 CYLD CCPG1 DUSP3 HCFC2 ZNF236 GXYLT1 DLL1 IGF2R C20orf194 ITGA8 RALA LGI2 CDH11 ESR1 IFT80 SCN2A RBM27 EOGT RAB31 G3BP2 LARP4 RGL1 NGEF ATP6V0D1 ELOVL6 EPHB1 HEXIM1 ABL2 DACH1 SYNM KDF1 PPFIA4 KPNA7 FBXO45 CDH12 ABCC9 LYST COMMD3-BMI1 CNNM2 RBAK JPT1 VAV3 PXYLP1 SESN1 UST TMEM154 LILRB3 MBNL2 TAF7 EPS8 SLC8A1 BARD1 FAT3 PAK2 ZNF180 VPS35L RSPO3 ABHD10 MGA NRAS CRACD MCL1 SON DNM3 USP31 TBCA SGCD ZFP91 TNPO1 C5orf24 MITD1 FAM174A TADA2B TMEM108 SMAD2 NFXL1 LRRC39 NRXN1 ZHX1 SLC9A8 BAG4 UBE4B APBB2 DNAL1 CPEB3 CHGB SPON1 HHLA1 ARMH4 CSTA G3BP1 MTF2 SLC38A2 SEMA5A CDK6 IL36G ZNF711 CYLC2 SLC46A2 MCAT CCL23 BLCAP EXO1 ERVV-1 OPN5 SRSF1 TMEM200B PLXDC2 RHEB MOSMO NAA50 UBE2A GPR82 GLO1 RAB21 ONECUT2 MEF2C LRATD1 FXR1 CARD8 MAN2A1 DAO TMIE TNRC6B EPHA4 DPYS KMT2A LURAP1L DYRK1A NSD1 MAB21L2 UBR3 MAGI1 BCL6B LIFR AMMECR1 ZNF827 SEC24A EIF2AK4 MIR4786_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4786_3P NWD1 WDCP LGALSL DMAC2 FOXO3 SGK2 UQCR10 SCN8A TMEM178B NEPRO WT1 FAS RORA ROBO1 KCNRG PLEKHF1 PSMC2 PDLIM5 MIA3 RIMS1 FGF13 SCOC FAM13A RRAGA MAEA DCUN1D1 YWHAZ BOLL HIGD1A NOL4L NCOA1 SYNPO2L UGT1A8 TTPAL ADRA1A MFAP3 STK26 RGS7 TEX35 ZNF398 PLCD4 ABCA12 ALG2 RDX DCTN3 SUMO1 HCFC2 SLC6A2 NUP50 MOBP STX6 PAN2 BCL11B APOBEC3A TNFRSF19 BTN2A1 DAZAP1 ADAMTS19 RALA UGT1A7 UGT1A6 ZNF22-AS1 NFAT5 ATP13A4 PPP1R10 CTTNBP2NL CALN1 UGT1A1 PRKRA ADD2 EXD2 GRSF1 HDAC2 ADGRD1 AKAP13 APPL1 IRF6 MAPK14 RORC SSR1 SLC23A2 GFRA2 UGT2B17 MYO16 PRPF4B SATB2 UGT1A3 PPP1R15B MYH9 SNCA MARK1 PPHLN1 HDGFL3 VGLL3 LRRN3 CD164 MYSM1 SMNDC1 FIBIN SELENBP1 ARHGAP39 UNC5D PAPSS1 RHEB C16orf72 OTUD5 NALCN NUF2 HLA-DPB1 FBXW11 DIPK1A CCDC6 WDR7 QSOX2 THAP6 ONECUT2 APELA BMPR1B MED13 ADGRF5 YPEL1 HRH4 BAZ2B RAPH1 ZNF207 DYNC1LI2 UGT1A9 KDM5A MAP6 GATM TFCP2L1 GOPC GIGYF2 MARF1 CCDC28A-AS1 TMEM258 CBLN2 AAK1 AKIRIN2 ZNF318 AZIN1 CLEC1A CDC40 UGT1A5 KRTAP19-6 SLC6A16 UGT1A4 GREM1 GNG12 BTN2A2 ATP2B1 LEF1 UGT1A10 ANKRD24 USP7 IGSF21 RAB27B IFFO2 H2AZ1 RAB6B NARS1 TMEM167A ARL15 SYT1 MIR3689A_3P_MIR3689B_3P_MIR3689C http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3689A_3P_MIR3689B_3P_MIR3689C SYBU MDM4 CASTOR2 ARNTL2 PLCXD1 KCNIP1 CTSW NID1 MARK4 ITLN1 IRGQ NSL1 STX5 LRTOMT PRICKLE3 DCTN5 CHTF8 GFOD2 CORO2B CCL28 CASP10 IKZF3 DAB2IP SAMD4A CEBPZOS DYDC2 PHACTR4 ZNF432 ACKR2 PDE7A MTX3 MAPK13 IGF2BP1 VPS13B FAM72A ATP1B4 PYCR3 MIP NCEH1 DEPDC5 NMNAT2 EOGT LHPP GLG1 DNAJC8 ORAI2 ZNF490 ATP7B ODAPH CDH1 EBAG9 DDX6 CTDSPL FIBCD1 ESYT1 ATXN1 ZNF655 ANKS4B FBXL18 TMEM63C ERBB3 ZNF674 GDI1 ACADSB SCGN RIMS3 COL11A2 GNL3L YWHAQ CBX5 SLC6A11 OSBPL1A SH3BP2 MS4A10 CSF3R MS4A1 PI3 NOVA2 RRP15 CCDC28A-AS1 MUCL3 GFRA4 CD164 GCFC2 APOBEC3F CALCR TCTN2 TMEM132E ZNF793 PSMB2 AP000251.1 FOXP4 SHISA6 FBXL20 SHOX PARP9 EFCAB2 FUS ELK1 LYZL1 SYP SHISA7 DTX4 MTFMT CYP1A2 MASP1 RRP7A TMEM265 SOGA1 NDST1 LYZL2 PNMA2 SLC2A4 GNPNAT1 HRH2 SETD7 ZNF814 MAVS MRPS2 CPSF7 POLR2D TMTC1 PAPOLG TRAF3IP2 SULT1E1 CYP20A1 RBM19 CGNL1 ZNF544 GNAT1 UPK2 ARGFX ZNF554 ZDHHC15 APOL6 TMEM239 EEF2K PPP1R11 CDK8 SUSD5 HOOK3 FOXK1 VPS25 RAB21 SV2C APELA CYP2B6 RAD51B ZFHX2 GLS ASPG PACS1 CDADC1 GFAP GAB2 DMRT1 ARNT2 PRND RHOJ VIRMA FAM72B PYGO1 RBMS2 PLEKHA5 SYNGR1 HUNK NOL9 GPR83 COL27A1 RALB ARID2 MYO10 SBSPON SCAI ZNF286B PIGK RPL15 MIR4426 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4426 SOX6 ESRRG SLC9B2 FAM168B GABBR1 ZNF749 PDCD10 RANBP9 COL1A2 FAM120C SLC22A2 MTMR4 TMOD2 SSBP2 PHC3 GCNT1 KNCN CNTN4 ENAH GALK2 REV1 CCSER2 HNRNPR GOLGA6L1 CACNB4 PER2 MYORG OGFRL1 N4BP2L2 TSLP WDR83 ST6GALNAC3 RAB14 CD24 USP38 PCID2 STAU2 DHFR CLEC2A ITGAD ZFP64 UBXN2B PIGW RIC8A KIF2A PRICKLE2 TSPAN32 ZMYM3 EFHC2 RNF170 GARNL3 RNF38 C2CD5 PHF14 SCYL2 SH3TC2 PRR27 LAMC2 DISC1 OPA3 ARID1B FBLN1 GRIA4 IFIT1 USP47 HDAC2 LNPEP PCGF5 ZNF716 SELENOV ZNF333 MAPK9 GAREM1 NEDD9 ABCC10 CDK5R2 UBXN8 VPS4A LRRC58 GSK3B EIF4E TRUB1 NME9 CNOT9 ZDHHC15 GPR180 NONO GOLGA6L6 ZNF655 HTR1F ANGEL2 ATF7 EIF1AX DEFB132 IL2RA MMP8 IHH FAR1 FBXO33 NEXN PTPRT LCORL SLC16A1 STRN3 SH3BP2 SH3PXD2A TMEM65 RPS23 TET2 TOB1 PLCB1 FBXW8 DNAJA2 RASA1 ARID3B RIPOR2 KCNG3 CETN3 PLCH1 SNX13 PLEKHG2 ARL8B ACOX1 ENPEP PRPH2 CCDC85A WDFY3 INO80D TMEM26 RASAL2 PBX2 CSE1L GTF2A1 TRPC5 PDS5B MTCL1 RABL3 C11orf71 KAT6A UBR2 ACVR2B FBXO32 L3MBTL4 KBTBD8 STON2 PCNX4 RELL1 LRFN5 DCBLD2 MIR222_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR222_5P TMEM170A ZNF217 PTER SH3GLB1 CUL2 PAK4 ITGA6 SLC39A10 RPAP3 CEP85L RILPL1 ANKRD44 BCAR3 GCNT1 G6PC2 KNCN SEPTIN2 ARL6IP1 SEMA3A LIN28B SLC24A2 NCOA1 PPP2R2A CALD1 SLC12A6 KDM6A PLPP3 PCDH7 PTPN3 CNR1 PPP2R5E FSD2 TNFSF10 SINHCAF WFDC8 C9orf40 NDUFB6 RNGTT CCDC88A DDX58 LYRM2 GNA12 CYP19A1 DNAAF5 RALGPS2 EPHA5 AK3 ISY1 ANKRD46 NUTF2 GIMAP2 RALGAPA2 FRY ANKRD17 CFL2 PON2 SGPP2 TNFRSF19 ALDH3A2 SCD EP300 MAPKAPK2 ABLIM3 UQCRB DEPDC1B PNRC1 UPRT TRAF3IP1 KATNBL1 AUNIP AKAP9 GUCY1A2 CAPN6 EFHD2 SLC4A7 UNC80 PHYHIPL FBXL20 NRG1 PCDH17 NECTIN2 ITPK1 PCGF5 EDEM1 PSG1 PIGA STRIP2 API5 LLGL2 CREBBP TRA2B G3BP2 BCLAF1 MBD4 LRP2 CHSY3 ALX4 CCDC85C AHNAK HSPA5 ZBTB43 ZBTB20 ADAMTSL3 SDC2 OTUD6B MTHFD2 ITGA3 CD2AP TRIM72 ZNF347 PDE4B ROCK2 TRIP11 RAP2A ATAD1 HS2ST1 FANCD2 ATP5MC3 GOLIM4 FDX1 EVI5 NR2E3 FXR1 SETD2 ORMDL1 HSF5 SLC7A1 ARSB HS3ST5 NWD2 RB1 ZNF99 NACC2 DNHD1 PDS5A SEC62 STAU1 TRIM2 EMC1 PRKX MAP3K5 USP37 SESTD1 TAB2 RABEP1 ZHX1-C8orf76 ARL6IP6 COL12A1 NLK RUNX1 PPM1K SLC7A13 C17orf100 FGF2 ATP6V1C2 GNPTAB GTF2A1 CELSR2 ECM2 SESN3 ADAMTS3 RFX3 GPR83 ZBTB4 TMEM62 UBE2J1 NUFIP2 PAWR LPAR4 GALNT7 WNK1 KLHL3 SCAF11 TAOK1 CAPRIN1 SEC16B SPINK8 TSPAN14 LRRTM2 GPR137C SERPINE2 TPPP DDIT4 FGF7 APOH ERI1 MIR22_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR22_5P CXXC5 CENPL OPA1 AFF2 PHTF2 ZNF280D LYN AADAT CBX3 C17orf75 TXNL4B JPT1 LIMD1 RBPJ ACSS3 NEDD4L TMBIM4 CELF4 VLDLR LRBA PTPN1 AKAP12 XIRP2 ACLY GATA6 SUCO ELK4 ZDHHC15 RAP1GDS1 CHTF8 CDCA2 SEMA3A GPR34 PSMA1 SAMD8 ERBIN ZBTB20 TENM1 ESM1 MAP4K3 ENTPD5 RAP1A PTPN3 CNR1 TP53BP2 CAST BORCS5 IARS1 VGLL4 DLG2 MBNL1 TBC1D32 PDE1C UXS1 LARP4 LYPLA1 ABCD3 ERC1 RAB39A TSTD1 GPBP1 PDE10A RALA MRPL43 EPHA4 RBM27 TLE4 KANK2 CC2D2A ZNF300 ZSWIM6 REPS2 NETO1 TXN2 NDUFA12 C1QTNF3 WDR47 GOT2 KIF14 NAP1L1 GALNTL6 TPD52L2 SYT4 FBXO33 DDI2 USH2A SERPINB8 RBM46 KRTAP24-1 PSMD8 MINPP1 VPS50 NAA15 PAPPA2 TMCC1 HNRNPK ZNF180 ZNF704 ONECUT2 EVI5 RGPD5 GLS EIF2S1 SRPRA MLLT10 C14orf39 FUBP3 LATS2 CCSER1 SNX25 RPGRIP1L LEPR AFTPH FRMPD4 KCNQ3 MPRIP ELOVL2 DENND10 MMAA GCC2 PTPN4 LACC1 DIAPH2 DLG3 BAZ1B SOCS5 TSPAN2 SRP19 ATP6V1G3 NEUROG2 SCAI TENT2 CYP4Z1 SEC24A ALS2 SRR SMG1 PPP1R14C KITLG FNDC3A RGS1 NR1D2 ARHGAP21 MB21D2 MIR548U http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548U AGFG1 HLF CDKL5 PRRC1 PDE6D FBXO3 NR2F1 RSBN1L CTBP2 DDX3X UBE2E2 GCH1 SEC14L1 PRUNE2 LPAR6 HDAC9 BBX ZDHHC15 NOTCH3 BTBD8 PHTF2 ZNF41 EPN2 FAM91A1 SUPT7L TBPL1 CNR1 SINHCAF WDFY4 CCER1 DSTYK CNOT6 KBTBD6 USP33 GNAL COG6 CDH11 TRMT11 LEPROT GRM5 EOGT RER1 ZNF594 DACH1 TRIM13 SLC4A4 RC3H1 MAGI2 SNX10 MS4A12 DCAF10 ZNF680 PCDH9 GHITM CCPG1 PI4K2B SUCO ATP1B1 YWHAQ DDX4 GRK5 STRN3 CTSC YWHAG PSMA5 KLHL2 SLIT2 DIAPH3 ZNF558 WDCP CARD8 HYAL4 VDAC1 EAF1 ALS2 NEXN SLC5A3 DPY19L4 BAAT ZSWIM7 LYSMD2 TFDP1 TRIM5 RSRP1 KIF5B EPB41L4B CDK14 KIAA1549L ETV6 DAAM1 PRKCI NAPG MGST2 AKT3 FARP1 PKP2 LIMA1 TENT4B LIN28B SLC24A2 CEP63 PAN3 IPMK C7orf31 NUP98 NAP1L1 XRCC2 CCL17 PIK3AP1 ZNF451 SOX2 ELAVL2 AHR RGS7BP AK4 DIDO1 SSR1 GABPA LRRC58 ZNFX1 FAM214A MSL2 NIPAL1 SPTY2D1 HOOK3 FEM1C ERO1A USP11 PPP3R1 ONECUT2 MITF ZNF624 PADI1 RSF1 ESRP2 BPNT2 AAK1 HEY2 TREM1 TFAP2A CSTF2T OSBPL8 ZBTB41 SLC39A3 MRPL17 COL24A1 PPTC7 PTCHD1 NR4A3 SH3RF3 IGF1 IMPG2 CXCL5 ANKRD27 ABLIM1 MIR4762_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4762_5P RETREG1 SIKE1 PRKAG2 SYNPO2 OXTR AEBP2 UTY LCA5 CMPK1 SLC37A4 RPE RUNX1T1 UBE4B SC5D FGF13 QKI DSCC1 GALNT3 PTBP3 TMEM74 JAG1 USPL1 PAK5 ZBTB20 LDLRAD3 ARMH4 GPR15 DTNBP1 ZNF546 COQ2 SLC25A25 G3BP1 SMIM14 ARMC8 AQP4 DAZAP2 CCNG1 CCNY FAXC NLRP4 SERPINB7 CILK1 TRIM33 HOXA9 ZNF225 PKP4 RAP2C PARP8 C18orf54 PTCD2 GRM5 DCLK3 RNF111 RB1CC1 CLEC4D DOCK11 CDR2L YTHDF3 RBFOX1 ACOT13 LARP4 PHYHIPL SLA2 ADGRG7 ARFIP1 FFAR4 DEK TNRC6B DCAF5 APPL1 ZSWIM6 RC3H1 SDCBP2 PRKAR1A RNF144A CELF2 TMTC3 PRCP SYT16 SH3BGRL2 TBC1D9 GPR75 NUCKS1 TRNT1 KLF10 CASK SKP2 HDGFL3 MYSM1 CCNJ ADH7 SNRNP27 SOSTDC1 NAA50 FBXO24 TXLNB RAB40B BNC1 THSD7A MED13 FAM160A1 FAT3 CTBP2 DYNC1LI2 AOX1 TCF12 PGRMC2 ZEB1 RSF1 CIT DCUN1D5 WDR33 KCNC4 ADCY1 SENP5 TPH2 SLC2A13 ADHFE1 DOT1L TMEM106B RRP15 CCDC28A-AS1 PTAR1 ABCC8 NLK VPS53 SLC30A4 FAT1 TRIM59 PAFAH2 TRIM52 FABP7 LRRC59 SIPA1L2 SOX9 LPAR4 MAN1A1 ADAM17 ZNF792 SF3B1 ZNF354C LAMP2 AFDN FGF7 MIR4451 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4451 DYNAP AFF2 PDPK1 JAK1 A1CF TUBD1 ZNF134 TMEM68 ELOC OPALIN PEAK1 KRTAP4-2 MOSPD2 LRRC6 PODNL1 APBB2 ELMOD2 EIF4G2 RAP1GDS1 OLR1 GRIP1 MYORG ARID4A CORIN CR1 VPS33B WNT2B SUDS3 GP6 VPS26A TTC39A SEM1 CSTA THOC2 PRUNE1 ST8SIA1 FAM126B DHDDS PLCB4 RAB15 POC5 ITGAD CDC14A CADPS2 BHMT2 LINGO2 UGT2A1 AKAP5 TMPRSS11F HPCAL4 PRR11 DCSTAMP NPHP3 CUL4B BCL3 DISC1 PRR15L SEMA4D TMEM38A KLHL23 PPFIBP1 PDGFB COA1 RBM14 SPRY3 LTBP1 IL1RAP BACH1 TXLNG TYW5 AQP9 GPALPP1 GABRA4 IPP RAPGEF2 DCAF10 ATP8B4 ASPH ATF7 SLC25A36 CLDN1 KCNJ13 NUCKS1 TMEM169 TFAP2D LHFPL3 HSPA5 GNL3L KCNB1 DCUN1D4 SLC26A2 SRGAP3 RNASE7 TGFBRAP1 UGT2A2 LZTS3 EIF4EBP2 LPP ZNF235 BEGAIN ALOX15B YWHAG TECTB SEC22B GPX5 CTXN2 PRDM14 GDPD1 AGAP1 C12orf40 GIN1 ARRDC5 SPATA19 SLMAP TKFC PARP1 SLC25A53 YBX1 CYB561D1 HTR3B ATP8B1 DENND6A UNC13C CRACD SART1 TAF11 ZKSCAN4 WFDC5 ELOVL2 KLB STRIP2 F2RL3 PSMB5 INSR CLASP2 CCL16 YES1 DGKK CD40LG C4orf46 UNC13D PNMA8A KRTAP4-4 RNF180 MBNL3 MAP3K20 CEP350 CDK12 RGS16 CACNG8 G6PC2 SEC16B ROR1 SFXN3 ARFGEF2 ZNF776 ACP7 CSDE1 MIR4679 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4679 BBS9 AKR1B15 POC1B SLC35B2 TMEM41B SOX7 LIMD1 MBNL3 NR3C1 ZADH2 ZNF431 PKP2 PHC3 TENT5D ARFIP1 CAVIN2 ZSWIM5 BBX HJV ITGB1BP1 PDE1C PSD3 TPRKB CALD1 PARP15 MAP1LC3B2 SYK PUS10 ITM2B MACO1 HSPA12A RFC5 SLC6A15 NEBL MAP4K3 MYH11 C7orf31 CCDC88A FAM169A PEX1 KLF7 GPR63 ZNF608 BEND4 PIK3CG SERINC4 SYNPO2 KLF8 SLC2A8 HERC4 GLIS1 RAB35 DENND3 CAMSAP2 ADAM12 TOX3 SLC38A1 ZNF677 OPCML COL8A2 UTP14C GJA1 AKR1B10 PPA2 EFNA5 OGDHL SYNDIG1 SIGMAR1 MSI2 NR5A2 IFNW1 ZNF100 DAW1 ZNF257 GABRA4 MTRF1L ETFA MAGI2 DDIT4L GMNC C1QTNF3 NLGN1 LONRF1 ATG7 ZNF506 HSPA13 AFF3 MAP1LC3B YLPM1 ADGRL4 BEND7 H2BC21 LRIG2 CYB5B IQCK GOLGA8J LMO4 GIGYF2 GNG10 CD2AP CDK8 ZNF681 KLK7 ELOVL4 ZNF708 GPC6 GLI1 ATL2 DCAF12 SV2C GBP2 SNX18 JTB CHML NIPSNAP2 LIAS SLC26A4 ZFHX4 CUX1 TMEM150C APCDD1L B4GALT5 SIAH1 NAA30 RMND5A FAM155A FEM1B WNT16 KCNE3 ILDR1 ZNF215 NDEL1 RPL28 CDA ZNF430 SOD1 JMY AFP COX11 MMUT MPP6 TOM1L2 PRSS35 SPATA12 ZNF714 SLC6A6 GFM1 AMMECR1 CCNDBP1 DNAJC25-GNG10 HECW2 KPNA4 PPFIA1 MEGF11 TPPP ZNF208 ATP5MG DCBLD2 MIR3611 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3611 LARP7 CD99 WIPF2 UBN2 FMO1 RAI2 GABBR1 SHMT1 CDH13 CD1E GNG4 RBM41 MPZL2 CCDC115 ATG5 DGKH CDH10 FGF14 ANKRD11 DUSP1 TCF7L1 BACH2 APBB2 EIF3M MAPK1 PPP1R2 CHIC1 TLK2 MYBL1 DYNC2H1 SRD5A3 ERO1B BDH1 E2F5 HSPA12A DPP4 RPL15 DGKE TBC1D12 POU2F2 SNX1 EFR3A LNPK GALNT13 ANK2 FYTTD1 KLF7 BBS7 RAB6A UBXN2B SP1 ZNF330 MAGI1 MIXL1 HMGA1 RBL2 FGD1 XRCC2 SYNJ1 CSRNP3 TDRP IRS2 EPM2A SLC35E4 PLP1 ARID1B CREBZF POLR3F WNK2 SCN2A MAK16 ARL4C ECHDC2 RER1 PLCL1 ZSCAN20 NCOA2 ENPP6 POLA1 PHACTR2 SSR1 FN3KRP RNF6 MAP3K1 ZEB2 PPP1R8 PAPOLA ZXDB ARG2 HNRNPU REPS1 ALDH1L2 USF3 RAB3B FOXN2 TAPT1 SPRY1 ZBTB20 GNG10 IDH2 UST DCLK1 IL23R UBE4A DMTF1 RMDN1 ASB14 DZIP1L GABBR2 ATRX ARHGEF11 AMER2 FAT3 NAMPT SESN3 PUM2 DNHD1 PPEF2 PPAT SEMA3C KRTAP9-9 KCNQ3 MBNL1 SLC6A14 ACVR1 ECM2 KHSRP VXN USP9Y JMY HNRNPA3 SLC17A6 GABRB2 CDH7 DMXL1 LANCL2 LRP2BP SORBS2 EPHA6 MFHAS1 KAT6A EIF4G2 DNAJC25-GNG10 TSHR KCTD16 SCN7A VKORC1L1 ARHGAP6 CNTLN NR1D2 TECRL GTF2I MIR12132 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12132 CSF2 DDX5 CRH OLFM3 EVL LRRC8D POC1B SMARCA4 PTPRR PPEF1 MRPS5 NRN1 HIPK1 ANKRD13C SSBP2 IRF8 ASB4 NPLOC4 TMEM254 IDI2 ASAP2 ZFP2 PDLIM5 DSG2 OTULIN LRCH2 SALL1 VPS29 HNRNPLL LYPLAL1 DISC1 BASP1 PRH2 WDR17 NAB1 SH3D19 PSIP1 POU1F1 CNOT7 APC CTCF MED14 CNR1 ZNF45 SALL3 HS2ST1 GPATCH2 PTPN13 BAG2 TAF4 ZNF417 RAB6A CAPZA1 SYS1 CYP39A1 SMG7 TASP1 GSPT2 ARHGAP5 ZNF587 CLDN7 ALG10 MAP4K3 RNF111 SREK1 CLIC1 CBFB BTF3L4 SEPHS1 GPM6A KLHL15 SNX2 VAPB ASB8 PRR3 ZBTB21 ZSCAN16 VPS13C APOL6 SUGT1 VAMP4 ZNF621 PCDH8 TLK1 MON2 C1GALT1 CCDC186 PLCXD3 LONP2 SMAP1 GLRB EIF3J PTPN21 MAP3K20 MAFB COL23A1 SACM1L QSOX2 SETMAR FAM120A LANCL3 LSM8 FBXW2 RHNO1 DAAM1 TOMM20L C1GALT1C1L DACT1 TMEM117 ARSB YIPF4 CIB1 KLHL11 TTC30B ADAMTS6 HOOK1 ZNF444 PGM2L1 RAPGEF4 SLC6A13 MAB21L2 ERMP1 TRHDE VCPIP1 SYT1 GPBP1L1 TRAK2 FBN2 UNC119B ELOVL5 WWP1 UTP11 PABPC5 XPA KAT6A SP4 DISP2 RPL39 GRHL3 SEPTIN11 CLOCK SPOPL WASL C6orf58 RPL34 NTN4 FANCC MIR6761_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6761_5P ESRRG KCNIP1 HMBOX1 DPP10 CACNA1G SLC9A5 OPALIN KLF12 TSPAN9 SLC41A1 TGFBI ARPC5 ZDHHC15 SEC14L1 BIN1 TAGAP CEP70 CBLB EPSTI1 RHOQ AR OPRM1 NKD1 SUPT3H MYO1B DPY30 PHF20L1 MTMR14 LANCL1 RBFOX2 TRIM6 PLEKHG1 ADA2 CYB5B MCC WNT7A TMEM154 HS2ST1 ERLEC1 NAA15 RICTOR ALDH6A1 SMG7 SORCS2 BTD PPP1R7 CCDC97 RMI2 GRM7 MAP3K9 BTLA CSTF2 JPH4 TRIAP1 ADIPOR2 SHANK2 GPR173 SLC4A8 CHRM5 GABRR2 WDR26 ATP6V1G3 CUL3 GHDC ELK1 FBN1 GRIA3 MBTD1 MMD CHP1 ZSCAN29 PRKAR2A STAT5A MAPK1IP1L PER2 NETO2 TTC17 TMEM50B CCND2 PSEN1 MARCHF6 CDK6 BSDC1 ASCC1 UNC5C ZNF425 AK4 SLITRK3 TRIM48 GSPT1 CYP8B1 ATAD2B PRMT8 SNX30 GPATCH2L CCM2 TMCC1 IWS1 TRIM56 THSD7B DACT1 SYT17 FKBP15 ALG14 TRIM66 NEXMIF MAP2K6 KRTAP4-6 NPTX1 PPTC7 KLF9 ATRN STK39 GP1BB TXLNA ATF3 DPM2 MIR509_3_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR509_3_5P AGFG1 MBOAT2 SLC38A2 ZNF423 ATP11C RETREG1 WNK3 ELOC OGG1 RHOT1 ANKRD50 ACLY NCAM1 P2RY10 OGFRL1 ACSL6 CALD1 TENM1 WDFY1 RNF139 SINHCAF ELP3 PGRMC1 IGF1R FAM71C ANKMY2 SLC38A9 TRAK1 PIEZO2 TIAM2 GTF2IRD2B KIAA0232 FAM126B NUDT7 RAP2C PIP4K2B SHROOM1 FAM168B COL6A6 LILRB1 ARF6 EIF4E2 BCL11A RNGTT PROX1 MPC1 SHISA9 SERTAD2 AFF3 GALC C2orf73 PSTPIP2 CCNJ GPR85 GTF2IRD2 TRAPPC2 HSPA9 GID8 CAMK2D DISC1 PSIP1 EPB41 RAB11A CKLF CCSER2 SYNGR2 EIF5B BTG1 DCLK1 NFAT5 ANLN RAB37 ESRRG AP3M1 SLC9A7 SLC2A10 GMFB FGF2 CSTF2 SMC2 NUP35 RTKN2 EZH2 PTPRZ1 POLR3F G6PC TOGARAM1 SCAMP1 SLC25A5 EPHA6 C5orf24 NFXL1 EIF1B GPM6A NOS1 ZHX1 OCM2 SPOPL GFOD1 WAPL SYN2 MGAT4A CD200R1 CTNNB1 CAMTA1 MXRA5 TARDBP CSMD2 NDN TP53TG3 JARID2 ZFAND5 LDB3 SNED1 TNPO1 CDC14A TNFRSF19 GPALPP1 ZPLD1 ACBD3 FIGN HACD3 KHDC4 PPM1F ATXN7 KDM4A EHD4 SNX27 CELA1 G3BP2 TP53TG3C NLGN1 TP53TG3D SLC1A1 OCM IPO8 CLSPN SLC25A38 USP15 GOLGA1 MED13L MED28 ATAD2B TDG E2F7 ATP9B IQCH PICALM TP53TG3B DENND6A INO80D CHRNE TMEM26 PAFAH2 WDR82 IP6K3 TMEM209 GATB MTMR8 CORO1C NHEJ1 POGLUT2 HNF1B KIF5C DOCK3 NES SYNJ2BP TET1 MIR451B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR451B DYNAP M6PR PGPEP1 PTPRR PCSK5 FBXO32 AEBP2 SLC37A2 ELAVL4 ASB4 KPNA3 ZNF518A PRKAR2A VPS13C FBLN5 RPE BACH2 PRUNE2 TBC1D7 ZNF250 RAB10 TNFAIP8 KLRD1 TMEM74 TLK2 LMO3 RHOA DOCK5 AGO1 ERBIN PACSIN2 LSM4 TVP23B PGAP1 LGR4 ZNRF2 ZFHX3 TRIM3 DNER ENC1 ENTPD1 ENKUR C9orf72 GCNT2 CCDC152 TBL1XR1 CUX1 ANKRD62 OPRPN RNGTT DHFR KCNMB3 CADPS VAPA CADPS2 DHFR2 CLCN4 POM121 PDE1C NELL1 FAM131B EED SGPP2 GABPB1 KREMEN1 CYRIB KIAA0232 TOX3 TDRD15 IRS2 CD207 ADCY3 ZXDC FOXQ1 PCYT1B UNC79 PABPC1 TRPS1 ZNF805 GRIA3 TACC2 PLS3 FAM172A STK35 NETO1 DAB2 FAF2 AQP9 BACE1 SYNM UXS1 MRTFB ADAMTS18 FEZ2 KITLG SP2 ARHGAP18 FNTA GABRG3 PROS1 TBC1D9 NSMCE3 CASK INSM1 PRKCE OPRK1 DSTN PRPF18 SRSF1 GPATCH2L PRRT1 FKBP1B SPTSSA PPP3R1 SYTL4 ONECUT2 ARL1 HECW2 JRK ACAP2 MED13 EPG5 ADAMTS2 AGO4 STXBP6 EFCAB3 JOSD1 CALB1 ALAS1 TTC37 PTGER2 ZMPSTE24 SIAH2 JADE1 ALS2 SAMSN1 KIF11 SH3GL2 AAK1 HERC3 MGP FZD7 CHFR ZNF106 SRI NEXMIF TVP23C SHC4 MYCBP2 TESMIN TTC33 TMEM229B ACYP2 RHPN2 TENT5A YIPF3 LRRN4CL NPTX1 CUL3 RNF168 WLS ABCC5 CILP LEMD3 WAPL VEGFA KCNJ10 SERPINB9 DCBLD2 MIR922 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR922 ATF1 C12orf66 DMXL2 MNT ARL8A SPATS2L PHC3 PYM1 GRIA2 SPCS2 KBTBD2 GPN1 SEC31A FBXW7 PANK2 KCNC2 PAIP2B INO80C MTF1 SCP2 UCHL1 ATG16L1 CAB39L ESR2 ZNF398 TBL1XR1 ZNF706 AGMAT TGIF2 MIEF2 REEP1 DLL1 TRIM33 ZNF254 STX17 GPR156 VSTM4 CUL2 SRSF6 HS3ST2 SPRY3 CDK13 CLDN18 PROX1 KRT1 ATP2A2 SRRM4 KIF21B SLC23A2 GSK3B SVEP1 TFF3 KDM2A PATL1 ZNF302 RNF213 TOM1L1 NEK7 JOSD2 FRAT2 PI4K2B USP10 RNF169 TMPO GPR85 FGF14 WNT7A ODF3 C17orf77 ZFHX3 STRN3 ELOVL4 RNF2 SLC66A3 CAMK2D MMS19 RIOK2 SPRY4 SLC8A1 PLD5 IL19 APH1A AMMECR1L ZNF592 SNX12 RC3H1 ESRRG IRS1 PRR14L LGI3 SACS MICAL2 BMP2 HIF1AN TEX101 ZNF474 MECOM PCMT1 GCC2 ADGRL2 TTC14 TNPO1 JPH1 TICAM2 MSI2 DLK1 ARF4 THBS2 TAOK1 PCBP1 EXOC3L2 TAOK3 ANKRD28 ANK3 ITGB8 CLIC5 FAM189A2 HIPK3 LYAR MTMR4 CERT1 GPM6B MLXIP PRKAR2A PDLIM5 PRDM6 NR4A2 ACVR1B ZNF382 PTPN14 CCDC88C CDH8 BNIP3 SLCO6A1 UBR2 XPO4 LATS1 C17orf49 ADAMTS19 GPD1 PWWP2A MAP4 FIGN CREBZF ERRFI1 GOLPH3 RBM34 CSTF1 FHL5 C11orf97 BTAF1 BAZ2A NEO1 LRP2 YLPM1 TLK1 IHH SOX11 SPTY2D1 MEF2A KRTAP24-1 UBE4A TTC28 AP1G1 DICER1 USP30 OSBPL3 LATS2 FUNDC1 ACSL1 GDNF PFKFB2 NAA30 UNC13C SEC24C MBNL1 ZBTB39 NSD1 SFTPB NFYB STRN ATP2B1 TRA2B PTPN23 LHFPL4 SPEN PPP6C ARID2 SMPD3 SLC66A1L ADSS2 SOCS1 MCTP2 SULF1 MIR619_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR619_5P PIAS2 CACNA1E CELF4 GPD2 PTAFR NR3C1 DGKH ETS1 LGI1 GPATCH8 SPATS2 GLCE APTX PATE2 WNT7B KCNMA1 CALD1 SLC25A23 WDFY1 CRCP IKZF3 TMEM183A CTSB ESRP1 FAM104B SMIM14 TMEM37 CENPU ATCAY PPIC FFAR2 MTX3 RBBP4 PRDM5 PDE4C DBT LASP1 ORAI2 IVD ABL2 ABHD18 CYFIP2 DCAF10 TIMM50 ZBTB8A CPEB1 NFATC2 HIP1 TRMT10C ROCK2 SPRYD4 TMEM199 LETM2 ATXN3 EMP2 VLDLR C19orf18 MDM1 HRH4 NUBPL RAB3IP ODF2L PDP2 TLCD2 ZNF577 SPN SLC43A2 VPS53 LRRC57 C5AR1 CTSA TRIM49D1 CTNS URM1 MCTS1 OPA3 METTL21A SPOCK1 CCNT1 STON2 TCEANC2 YME1L1 PLA2R1 MASP1 GATAD1 TRIM51 SOGA1 COPG2 DOCK5 GGT7 SUDS3 ABHD2 MAVS COL4A3 ZNF865 PLEKHG4B POLH CACNA2D1 KIAA1328 PRR11 AVL9 CYP20A1 C11orf58 ICA1L CORO1C TMEM183B TOE1 SNAP29 NLGN1 C2orf91 ANAPC16 ITGA1 WDR59 BOC SUSD5 NAA50 PTP4A2 LRRC74B YPEL1 SLC7A14 AGAP1 ARHGEF6 AAK1 KLB GK5 FNDC9 MYCL FGF11 CAMK1D CACNG8 POU4F1 TMPO CSNK1G1 ZNF721 MGARP TCN1 KIAA1614 PAG1 MIR4753_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4753_5P EIF4E3 AGFG1 RCAN1 ZNF148 GRM5 PIAS2 GAB1 LYSMD1 NIPA2 IRGQ THRB SLC37A4 DYRK1A ENAH PGAP2 LMNB1 MAST4 ST3GAL3 POLE3 FLI1 AGO1 ZBTB20 LHX6 CHM TMEM164 PLPP3 REEP1 RASEF EYA1 CNOT7 ENY2 OTULINL MAP4K3 ZSCAN26 FYCO1 IRF2BP2 UNC5A BNIP3 ABHD17B ATP5IF1 MAP3K2 CEP170 IQCJ-SCHIP1 DBNDD1 VDAC3 SP1 RFX1 SPTLC2 PBX3 RHOQ TENM4 NUMB HAND2 SFMBT2 ACSBG1 KMT5A TOX3 SLBP CDH11 TEF RHOA SUB1 CKAP2 KIAA1522 GFM2 HDLBP GRID2 SPRY3 EFHD2 IGDCC4 LARP4 UNC80 FSD1L ATP8A1 RNF4 ATP8A2 PDIA6 ANKFY1 SMAD4 FAM53B ARHGEF3 B3GALNT2 TBC1D14 GNAO1 USP8 ELAPOR1 ATF7 SLC25A36 PAX5 CUL4A AFG1L LCLAT1 SFRP4 AKAP13 SDC2 RAB5B GALNT15 TMEM200B OCRL NEDD1 KDM3B PDK3 QRICH1 PJA2 RAB21 ABRAXAS2 SOCS6 ONECUT2 AP1G1 BRWD3 LRP10 SOCS7 FAM120C CRTC1 SLC41A2 KIAA0895L USP36 MDGA1 KIF1B SAP130 RAB8B EPHA7 TCF12 ORAI1 MAP6 ZEB1 ETS2 TNRC6B L3MBTL2 STX2 GABRB3 RBPJ TMEM151B TRIP11 ARL8B RNF13 PPAT CPNE8 PTBP2 MAPRE1 PTPRE RASSF8 RHOJ ARPP19 KMT5B SEPTIN9 C17orf100 TCF20 BCLAF3 VDAC2 GAS2L1 KCTD7 TDRD1 RHOBTB1 ADIPOR2 GNAQ COL19A1 XYLT1 CRYBG1 CAB39 KLHDC10 NUFIP2 MBNL3 CEP350 WDR26 RNF212B CYLC1 MFSD14A PISD PPFIA1 RCOR1 MCTP2 LZTS1 LLPH MICAL3 DCBLD2 SYNJ2BP ENDOD1 ZNF586 PLEKHA6 MIR103A_1_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR103A_1_5P OXTR PLAGL1 TRAPPC13 TCEAL9 NR3C1 MTMR1 OGG1 MAGI3 SLC28A1 SPOCK3 BBX XIAP STRIP1 TENM1 MKRN1 PALM2AKAP2 AFF1 HAUS6 CYLD CCPG1 DUSP3 HCFC2 ZNF236 GXYLT1 DLL1 IGF2R C20orf194 ITGA8 RALA LGI2 CDH11 ESR1 IFT80 SCN2A RBM27 EOGT G3BP2 LARP4 RGL1 NGEF ATP6V0D1 ELOVL6 EPHB1 HEXIM1 ABL2 DACH1 SYNM KDF1 PPFIA4 KPNA7 FBXO45 CDH12 ABCC9 LYST COMMD3-BMI1 CNNM2 RBAK JPT1 VAV3 PXYLP1 SESN1 UST TMEM154 LILRB3 MBNL2 TAF7 EPS8 SLC8A1 BARD1 FAT3 PAK2 ZNF180 VPS35L RSPO3 ABHD10 MGA NRAS CRACD MCL1 SON DNM3 USP31 TBCA SGCD ZFP91 TNPO1 C5orf24 MITD1 FAM174A TADA2B TMEM108 SMAD2 NFXL1 NRXN1 ZHX1 SLC9A8 BAG4 UBE4B APBB2 DNAL1 CPEB3 CHGB SPON1 HHLA1 ARMH4 CSTA G3BP1 MTF2 SLC38A2 SEMA5A CDK6 IL36G ZNF711 CYLC2 SLC46A2 CCL23 BLCAP EXO1 ERVV-1 OPN5 SRSF1 TMEM200B PLXDC2 RHEB MOSMO NAA50 UBE2A GPR82 GLO1 RAB21 ONECUT2 LRATD1 FXR1 CARD8 MAN2A1 DAO TMIE TNRC6B EPHA4 DPYS KMT2A LURAP1L DYRK1A NSD1 MAB21L2 UBR3 MAGI1 BCL6B LIFR ZNF827 SEC24A EIF2AK4 MIR5681A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5681A ESRRG ATM PTPRM TSBP1 CBL GABRB3 ALOXE3 TMOD2 LARS1 RAD51B CREB3L2 KCNRG CD68 KALRN THRB RHOT1 ZNF117 SAMD5 TM6SF2 CDC42EP4 MTF1 DAZ4 KAT7 COL4A4 POLDIP3 SYK AKAP11 F13A1 INTS9 TRIM58 TRIB3 PCBP2 ZNF706 TGIF2 TSHZ1 SP1 TAF2 STX1B RALGAPA2 CBFA2T2 VAMP7 PPP1R2 LIN54 AIDA SFTPA1 SMG6 MICAL3 SP6 TENM1 CDK15 GTPBP3 STIMATE GSK3B NPTN CREBBP CCNH ATXN1 SHISA9 RBM15B WBP11 GABARAP PMP22 PKNOX1 SF3B4 KCNB1 TSHZ3 FCN3 ANKS1A CAPRIN1 NAP1L3 GATAD2B ZNF704 SMAP2 CDC42 NRSN2 GEMIN8 DAZ3 VAMP2 NPR3 DAZ1 SLC40A1 MRPL30 RC3H1 EIF4E3 LAD1 CDIP1 PPME1 MAFG MAP3K9 TMEM241 DENND1B IGF1 ADIPOR2 NSD2 C5orf24 ZNF609 PPP1R12B CHRM5 FJX1 DAZ2 PHF8 SLC22A23 NELFCD SENP1 PCNX1 GRIA3 KIAA1549 ALG8 LRRC41 ZFC3H1 TACC1 OAS2 AMOTL2 CYP27B1 PRKN ZIC5 TMEM164 STAM PIANP NAP1L4 CSMD3 DIRAS2 NFATC2IP SMARCD1 GMPR EFNA5 GCA SNX27 RTN4IP1 BAZ2A ACY3 KRTAP4-8 ENTPD4 DNAJA2 VPS35 PDC TM9SF1 ZRANB1 PGRMC2 BPNT2 MAP3K19 CNNM1 NPAP1 CLINT1 STK4 CRYL1 POU3F4 KAT6A FTO NIPAL3 AMMECR1 GRIN3A FBXO42 HTR5A PURA MIR4452 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4452 WDR11 SIKE1 DIP2B NTRK2 PLS1 SATB1 IL6ST SNAP23 GABRB3 EIF4G1 HNRNPD TUSC3 LRRC6 SEC24B ZNF117 TRPS1 ZNF532 DCP1A CRMP1 ZDHHC15 GEM GRIP1 CRIPT GIPC2 NHLRC1 USP38 ZCCHC10 DLX5 FUT9 GALNT13 PDLIM3 ZNF426 TPST2 PPIC ZNF765 C2orf83 PDE8A ZNF211 ZNF254 RALA TMEM47 ATP1B4 ZNF596 RAP2C CAAP1 EEA1 ZRANB3 USP25 VAPB MSANTD3 ZNF594 FSIP1 PEG10 CREBBP TTN UBA5 ZSCAN16 RBM46 RBM17 SLC10A7 NRK CCDC25 KIF21A PAQR5 ATL2 ERC1 LCORL CYP19A1 SYCP2 PIP4P2 NAALADL2 RBM15 CTXN2 CALB1 FAM241A C5orf63 DDX21 CCDC71L GDAP2 COL4A1 SCN3A SMAP1 PPP6R3 SLC30A4 CPED1 FAM20C ZNF302 NQO1 ZNF91 C4orf3 ARMCX4 PRB4 ACVR1 TRHDE CD1E SNX19 P2RY10 CAPZA2 ZNF266 RAB28 MAPK8 NLGN4Y N4BP2 RIN2 KANSL1L LRRTM2 CCDC191 GAP43 TRIM44 RIMS2 GFOD1 SRSF1 PRG4 HAL FXR1 AGBL2 SAR1B CSMD2 ABI1 PDPK1 ZNF781 SERINC1 SETD3 ZDHHC2 CALCRL C2CD6 B3GALT2 ASCC1 SLC10A2 NOL7 DDX24 BEND7 MANEA GRIA3 USP45 TXNDC17 ALPK1 MSL1 FBXO47 HIBADH HNRNPA0 PLIN2 FANCD2 ZFP90 BMP3 ZNF28 ZNF233 NYAP2 MFSD6 LRRTM3 CDC23 HRNR OSBPL8 CHST10 MEIS2 SLC39A6 FABP7 RHPN2 CREBRF KCNC2 ZNF189 KBTBD8 ZNF208 MIR939_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR939_3P ALS2CL DMTN AARS2 FAM155B MED29 VEGFA PLEKHF1 CISH DEPDC5 DCTN5 HEMK1 PHF24 TGFBR1 SFMBT2 CSDC2 LOXL3 MTF1 HCAR1 WIPI2 LRRC15 ADK ZNF346 MED22 PSMF1 SLC2A8 PLCB1 FBXL16 GNAL FBXO27 PIP5K1C TMOD1 PHF2 PHF1 TFE3 LASP1 SUSD6 ORAI2 MPP2 USF1 BTRC SLC6A17 EXOC2 ELMO2 ANKRD6 B3GAT3 CNOT9 CRB3 SNN C17orf58 PHLDB2 IL24 RAB5B EGFR MITF FAM168A CAMK2B ABCG4 VMAC BACH2 GDPD5 CRTC1 RPS6KA1 CHML TBC1D13 S100A7A SPN HTR3B PRR14L SLC43A2 FAM227A SLC26A9 KPNA6 KCNC4 HIF1AN TBC1D16 ATG7 AKAP8 WDPCP PIRT PIK3R1 DDA1 GPR173 AMACR SMIM12 DCAF7 RHOC PRCC SLC26A1 OSR2 FAM53C CSRNP1 DLX4 SHISA7 MYCL AHCYL2 SOGA1 AHRR SPTLC1 ABCA3 PLPBP ZNF500 UBE2QL1 PLEKHG4B DRAXIN SPTLC2 MGAT5B CLDN9 TENM4 TNFAIP8L1 DENND3 ELAVL1 ZDHHC3 POLDIP2 AWAT1 OXSR1 DLGAP3 TOR1AIP2 BACE1 H6PD COL5A1 ITGA5 B3GNT7 SLC5A1 ADCY2 B3GNT3 TBC1D20 PLXDC2 VWA1 ITGA9 DUSP14 SOX10 ATXN7L3 C11orf45 MDGA1 TUBGCP5 AGBL5 G6PC3 ANP32A GFAP DIS3L2 CBLN2 TNFRSF10D RNF44 STK4 KCP PFDN1 KPNA4 THBS3 MIR1184 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1184 AGFG1 SIX4 EXOC6B CAMK2G DICER1 VDAC2 BCL2L11 B3GALT4 CTNND1 DCP1A C6orf62 ANK1 STRIP1 PSD3 KAT7 SLC35A3 POLA2 ICE1 HSPA12A NUDT13 MRPL48 PSMF1 SP1 TNNT3 ASTN1 IL16 HIGD1A HPCAL4 AGO1 WSB1 MAP4K3 SNTG2 FAM217B COX15 IMPDH1 ORAI2 ARMC8 SMG5 UBE2D4 DPYSL2 FOXP1 TOLLIP KIAA0513 ERLIN1 VAV3 RNF19A SBNO1 KRI1 CASP3 ATXN1L ALKBH5 MAP6 FLCN HECW1 PDS5A MAML1 S1PR3 ADGRB3 AARS1 CDC25A RASL12 DNAJC6 MAFG NCBP3 RNF8 NQO1 MMP24 UBE2W TMEM62 SMARCE1 MBNL3 HLTF GPCPD1 KMT2C CFAP77 MECP2 SNX8 SCN7A POLDIP2 CFAP161 STAT3 FAM78A NR1D2 SATB2 MBTD1 KCND1 FAM98A CNOT2 PPP4R3A RNF11 PLAGL2 MAP1B PIF1 PDSS2 RAB11FIP2 CPEB3 TBCEL SETD3 MAP9 ZBTB46 CHRDL1 PARD3B ENPP2 ALDH1A3 TNPO1 CBR1 CHD2 ADAM7 DFFA RAI14 PLAG1 SLC66A2 TNFRSF19 TPP1 MAF1 NPAS3 CALN1 TTYH2 APPL1 HACD2 NTNG1 SEPTIN5 EVC2 TTLL7 ZNF880 RAB1A GGA2 AMMECR1 CCDC85C RFX7 SUFU KIFAP3 TMEM200B OLFM1 TDG AJUBA GPC6 ATG12 DHX58 SV2C LCOR MDGA1 MEF2D ARHGAP17 PATE4 SYT11 SFRP1 EPS15L1 NFIB INO80D HEY2 KCTD9 KCNJ3 FZD4 PDS5B DENND5A UNC119B RABL3 PTCHD1 CDK17 KAZN ADARB2 DLG2 MIR500A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR500A_5P PXK EHBP1 RFESD LTN1 RNF180 TMEM41B TXNRD1 CADM2 TCEA1 FBXO3 TMBIM4 REEP1 SPATS2L BCL10 RPS6KB1 SIK3 VLDLR FGD4 PEX2 HOXD3 ZNF274 UBE4B CCSER2 RCOR3 NUP155 NFE2L2 VASH2 LAMA3 SRGN SCP2 SERBP1 SLC35A3 SMIM8 CROT IL18BP U2SURP RPS27L ST6GALNAC3 PCOLCE2 RDH11 PTPRD BIRC2 ODR4 GRID2 USP38 DNAJB14 TBL1XR1 C9orf40 PNN FAXC SCN3A NOTCH2NLA TRDMT1 SPTLC2 FGF23 AMFR ADI1 MACROD2 TMEM47 CHIC2 FAM3C ZNF514 SUB1 UBE2L3 MAPK10 ZNF451 ZBTB34 IRAK1BP1 MAPKAPK3 ZNF805 ZSCAN20 ARF6 XRN1 LEPROTL1 TTLL2 RBMS3 SLC9C2 DACH1 P4HA3 SATB2 TRA2B SOX4 NLRP11 C2orf91 CYCS RDX ACE2 KRR1 DNAJB6 BAMBI HDGFL3 DESI2 SOX11 TMEM170B SRSF1 EIF3A CNOT1 CHD1 RNF2 ZNF641 CFAP57 PAK3 TEKT3 USP49 UBE3A BRWD3 CPEB4 CPSF6 HAS2 SHOC2 BNIP2 TM9SF1 SEMA3E ZNF175 NOVA2 SNX13 PINX1 TAF5L ZDHHC20 UBE2B CCNC PUS3 ALS2 DENND6A AKIRIN2 AZIN1 PPP4R1 CNOT10 IFRD2 RAPGEF4 PRKCA IL10RA MMAA MAPK6 SKA3 ZBTB41 GABRB2 CD38 ZNF718 CAND1 C8orf34 MAB21L1 LEKR1 POLK LRP1B MFSD13A SPOPL C12orf77 LSM14A FAM126A SULF1 MIR30C_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30C_2_3P PGPEP1 GABBR1 CARHSP1 BCL9 STX5 CTNND1 ST6GALNAC5 ZBTB20 HS6ST2 METTL8 CCL28 MYEOV FABP4 IKZF3 DYDC2 GPATCH2 GCC1 ABCC4 IARS1 URM1 PRSS27 ARID4A ATP1B4 SYT14 SLC1A2 ORAI2 NT5DC3 SRRM4 DAB2 RASSF8 EBAG9 SF3A3 GNGT2 DDX6 TIMM21 ARHGAP9 MTCH2 NSMCE3 PPDPFL GAGE1 MEPCE ATG16L2 KCNB1 TSPYL4 SLC16A1 TSHZ3 HIP1 MDGA2 CCT4 STK17B RLIM DMP1 UBE3A NAMPT DUSP19 MAML1 ZNF275 EIF4E3 PPME1 SUCLA2 C1orf105 NAV1 MPPED2 TPM1 PPP2R5C CREM SKIL CDK15 CA6 APOBEC3F PSG4 CELF3 MPP6 PELI1 TSPAN12 VGLL3 PSG1 AKAP6 COL4A2 SHOX ELK1 SYT6 MAP4K1 SYP SHISA7 FAM126A MKKS CLIC5 MXRA5 CHP1 FAM117B ENTPD7 RPS6KA2 RAB6C SNX20 TRIM32 RBM19 NIPSNAP3A GAGE12D GASK1A METTL7B CORO1C FRMPD3 SLC39A8 ZCCHC14 PLBD2 PATZ1 MAPK10 MARCKSL1 BAZ2A ADAM30 CDK8 PRR23C RAB6D PLXNA2 FAM199X MAN2A1 KRT222 LURAP1L AAK1 NIPSNAP3B PYGO1 NPY1R IFT140 SEMA4G SNAPC3 HNRNPL LOX JAZF1 SLC36A2 PAK1 STK4 SDC3 SSR2 GIGYF1 IMPG2 GRIN3A FAM117A MIR4504 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4504 NUDT4 NR2F2 HLF FGB OSMR WTAP MIER1 NCSTN SBSN MAP4K4 HIPK3 CAPS2 CACNG4 RPS6KB1 ARPC1A PALLD SCRN3 ALDH1A2 GLCE TUBGCP3 SMCHD1 COPG2 SEC24B TKTL2 LBH PPP1R17 ANP32E CA10 EOLA1 CSNK1A1L CPEB3 ITGB1BP1 THAP9 ATP6V0B ZFHX3 PWWP2B ZNF761 NCK1 RIT1 BMX ZFP36L1 VPS41 TBL1XR1 TNPO1 FUT9 PNPLA8 PGK1 ITPR1 KLF7 PPP2CA METTL14 ARHGEF26 SEC11A GPBP1 HIF1A ZFAND6 PRR27 USP13 KLHL13 GPR153 TBCC EEF1A1 IGDCC4 YME1L1 RBM7 VAPB APPL1 C1orf21 TRIM37 KATNAL1 GM2A NRG1 GDF11 PCGF5 SP8 BTAF1 ERCC6 SNTG1 MRTFB GON7 HACD4 BCLAF1 MAP3K1 SCN1A TBC1D9 RBM15B COL25A1 PAQR9 SLC33A1 CSGALNACT2 SPTLC3 MAP3K9 NIPAL1 SRSF1 CYP8B1 EXOC6 SDC2 UACA JUN CLU PLET1 RIMS2 FEM1C C5orf63 HS2ST1 GAB1 DYNC2I1 RNF217 ALKBH4 TWF1 FNDC3B CNNM4 ONECUT2 PARP12 RTRAF CDK17 HRH4 ZFHX4 TRAPPC1 ZNF618 JOSD1 AREG SLF2 PLEKHA1 ZNF592 ACSL1 SYT17 SH3KBP1 ZFR GAD2 TAF11 DNM3 ZNF701 NSD3 PSMB6 PBX2 GBP5 RASA3 PLBD1 CSNK1A1 WWC3 SLC6A6 BRD3 INTS2 C6orf47 MMAB MECP2 AMMECR1 FBN1 MEIS1 KBTBD8 CNTF RTN4 SOWAHC RAB33B LSM14A ERI1 MIR374B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR374B_3P NUDT4 CREB5 NR2F2 SP7 C3orf62 PTPRR NRBP1 SLC16A9 NIPAL3 DBNDD2 TMEM183A MPDZ HIPK3 SLITRK4 SIPA1L1 KLHL28 VEGFA PACRG DGKH ZNF518A CDH10 STK33 QKI DCUN1D4 RASGEF1B PPIG UBE4B FBXW7 CSNK1D GRIP1 MTF1 FBXL3 IPO7 CLPX TMEM100 CMC4 PAM RAB14 IKZF5 FAM169A FMR1 PLAG1 SLIT2 OPRM1 POGZ CTCFL JRKL SUMF1 MSX2 ADGRL3 PARP8 GAS7 GABRA2 STXBP5L KSR1 CCDC80 ZFPM2 UHRF1BP1 TFRC GAREM1 LRRC19 FAM204A VSNL1 RPS6KA6 HECTD1 PROX1 DSEL ASH1L TMEM30A MARCKSL1 DYRK1A SPRED1 SH3BGRL2 HTR1F DCN TMOD3 TLK1 MCTS1 PPARGC1A C1GALT1 TTL CPNE4 SYT9 SLC20A1 SRRT EEF1AKMT2 KIF21A RASSF10 CLCN3 ZFHX3 ITGB1 SEPTIN7 LRRK1 NAA15 TMCC1 ZFP82 RP2 TIPARP ZNF621 SMAD2 CDK17 DDX53 FAM199X UHMK1 NWD2 QRFPR BMPR1A NPTN MOB4 FOXO1 CALCR PTAR1 DNM3 PTPRE TMEM70 SEC24C INO80D ISM1 UNC13A ATP6V1C2 B4GALT1 ZC2HC1A UBR3 SRPRA MOV10 LRRC1 KCNQ5 FAM135A KANK1 GDPD4 FEZF1 SMAD7 ZFYVE21 TAOK1 SLC38A1 ZBTB38 CENPI PRMT2 MLIP AHSA2P MGAT2 NOS1 MSL3 ARFGEF1 LCN2 MIR3925_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3925_5P CAMK2D VOPP1 ADARB1 TRAM1 DSC1 KCNIP2 ANKRD44 DCUN1D4 CST9 SKA2 XRCC5 ATP2C1 MOB1B SIGLEC12 MTDH TMEM74 LAMP2 LSM12 GDNF FRS2 TMX3 USH1G SMIM43 HEXA PBX1 MYO6 CADPS2 HCFC2 KBTBD6 TBC1D24 PRICKLE2 SAMD4B ZCCHC7 CD276 TRAPPC11 SMG7 ZNF670 KCNV1 MOB3B P3R3URF-PIK3R3 IL6 ENY2 ANXA7 USP25 KDELR3 TENM1 DOCK2 CDYL2 CDIPT PSAT1 CTDSPL2 ZNF112 ZNF322 SLC25A36 ABCC9 ACE2 HSPA13 BCAT1 KLHL4 POU3F2 PCDH1 ITGBL1 TIPIN EIF3J MYSM1 KCNB1 CBX5 ZNF641 SLC66A3 PJA2 ZNF704 YWHAG CD80 NTRK2 STK17B ST7L MIS18BP1 JRKL BLZF1 ZC3H4 HACD4 SESN3 PLCB4 PMF1 LRR1 CARD8 ZNF275 SGCB ZNF132 ATG3 NOVA1 CELF3 RAB6B PDIA3 CDK5RAP3 OXCT1 EIF1B UGP2 RHOBTB3 PHLPP2 MBTD1 LRP6 EEF1AKMT3 EIF4A2 CCDC141 CYB5D1 DLX1 ABCG2 SETD7 CTSO PHF12 CDK6 MRPS36 CACNA2D1 DAAM2 CYP7B1 KDELR1 RAB39B SOX6 SHC3 SYNJ1 ZNF891 STRBP G3BP2 CACNA2D3 THAP2 PPARGC1A NPAT MED13L THBS1 MMGT1 PIK3R3 PLEK ZNF813 TFCP2L1 CCSER1 ARNT2 BTRC UNC13C MAGEA1 NFE2L1 MMRN1 KLHL24 TRIM27 CYP27C1 CBLN1 ANKRD60 ZC3H6 LYVE1 TMPRSS11E SCAI MYCT1 SFMBT1 MIR1245B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1245B_3P HFE DYNAP DIP2B ZKSCAN8 PMP22 AGPAT3 GFM1 ZNF189 NR3C1 HMGCLL1 UBE2D3 TRAPPC9 CTBP2 TOMM6 PDK3 C17orf49 KLF12 TFDP2 PAQR8 VASH2 CPEB3 CR1 MOB2 ADAMTS9 DCUN1D2 PLXNA4 TCEAL4 HSPA12A GAPT APPBP2 ENY2 GABRA1 MATR3 P4HA1 SDCBP ITPR1 PLCG2 SLC4A9 ZDHHC2 CDC42EP3 DDX21 FMR1 CDK6 NABP1 MAGI1 MOBP HAND2 UFM1 AKAP5 MACROD2 SLC38A1 RABGGTB TMEM47 SH3RF1 ZNF124 TCEAL8 GEMIN5 DBT SLC1A6 ODF4 MAPKAPK3 CNOT9 OTX2 MRPL49 MNAT1 TMEM232 CASTOR3 RBMS3 PFN2 PGM1 PATZ1 NECAB1 ARHGAP18 SLC5A1 PDCD6IP POU2F2 GPR75 RAB23 CSGALNACT2 RUFY3 ACADSB NRK CD164 LRIG2 NAV3 PRSS23 DDI2 LSAMP ZDHHC7 DYNC2LI1 C8orf44 RUNDC3B DCLK1 LPP ZNF221 HERC2 MEF2C B3GAT2 TM9SF2 TMA7 UBE2G1 USP30 ZNF264 RSF1 USP51 CACNB4 NSD2 ZNF460 ATG3 DMTF1 IRS1 TMEM182 SERPINB12 WWC2 SLC15A4 LURAP1L KCTD21 MUCL3 NAV1 CPNE3 AMPH GALNT1 MBNL1 ZFP3 ARHGAP28 KHSRP PDE4D C5orf24 COL14A1 NUDT11 GALNT7 WDR89 SLC25A5 NEUROG2 NCKAP1 SEC61B ATRN RHOBTB3 TIMM8A DHX38 NCF4 ZNF800 SPATA9 TMA16 MIR561_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR561_5P EHBP1 HMBOX1 DIP2B OPA1 ZNF384 ELOVL7 NID1 WNK3 NME6 ELAVL4 WDR76 PRRC1 PDK3 TSC22D1 NDUFA9 MICU3 ZNF804A SELENOS MINDY2 N4BP2L2 PLXNA4 TENM1 ZNF480 FKBP1A RANBP3L PAXBP1 ALDH5A1 BCL11B GABRA1 RBBP4 GPATCH2 KCNN3 CCDC88A COL1A1 DDX21 BRAF C17orf77 ZNF236 SLIT2 TRPM3 UNC5C GOLGA8T VPS37C ATP2C1 RALA YOD1 PDE7A CUL4B SH3RF1 ARHGAP5 CFAP65 MAPK10 GTF2H5 GOLGA8H CKAP2 EEA1 SLC1A2 NMNAT2 OSBPL8 ERCC6 MDM4 AHCYL2 ACTG1 SDF4 PLIN5 MAGEB1 ZNF449 STK35 ZNF461 MAGEE1 RERE HEXIM1 DMRTA1 GPR88 APLF ZNF655 DOK6 TMF1 ASH1L ZNF737 GSPT1 POGLUT1 SLC5A1 ABHD13 ZXDB TPH1 ALX4 NAP1L1 LTB4R SKIL USF3 EFCAB13 REV3L SMAP1 EIF3J SLC4A11 DDX4 SPX RCOR3 RASSF10 KLK7 KDM7A ZNF708 MDGA2 GATAD2B DYNLRB1 PAPLN PAX7 GLO1 NTRK2 MMGT1 SORCS2 PLXNA2 BNIP1 ERI2 SIRPB1 SESN3 ZNF99 PDS5A PPM1E RAC1 HMGB1 CARNMT1 INSIG1 GOLGA8M MAPK6 KIF5B MMUT ZCCHC2 TMEM167B TRPC5 GLIPR1 NUFIP2 SLAIN2 WWC3 DENND5A STK4 MED1 SIGLEC5 FZD10 ADGRA3 RDH10 PCNX1 EIF4G2 DESI1 REEP3 TMEM123 PLXNC1 ARFGEF2 SLX4IP NPM3 MIR762 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR762 YY1AP1 KCNS1 GAB1 OSBP2 SRSF7 MYO1C GRIK3 NKIRAS2 ARRB1 TM2D3 JPH3 SEPSECS APC2 SLC12A4 WARS1 LRP1 NDRG4 ACVRL1 TBL1XR1 FAM219A ZNF346 CNIH2 CLIP3 NFIC AOC3 SLC2A8 RAB35 FBXL16 GFI1 RAP1GAP2 KLK4 SEMA7A ZNF219 RAB5A PML GNAI2 BTF3L4 NFIX CLDN18 PMM2 TTLL6 SLC6A17 CDYL2 TMCC3 KIF21B TRAF7 ST3GAL1 APLN ENG ARHGAP1 CLDND1 SH3PXD2B EEFSEC TTL TYSND1 EIF5 KIAA0513 PKIG SLC45A2 ABCF1 NAP1L3 JMJD8 TAOK2 SPOCK2 TRAF1 ERC1 TRPM3 CRTC1 PPIE CUEDC1 ZFR2 TAGLN PEX14 LIFR PLXNA1 COPS7B PPP3R2 GIPC3 CLCNKB SON ABCF2 GNG13 WDR48 EVC PDE4D ZNF609 PTPRF STK40 RAB6B SZT2 ATP2B2 MFAP1 NKAIN2 GLIS2 MECP2 ADGRL1 BCAM CDC42SE1 LZTS1 RPIA BCL2L13 PPIL2 MBTD1 NCOR1 UBA1 STUM SOGA1 SEMA6A PKP2 CPLX2 TOX2 IQSEC2 CPEB3 PARVG ACVR1B CTCF FBXO41 NECTIN1 CPSF7 ZFP41 PRLHR SDK2 HSPB6 CDR2L RPL28 GPRIN1 HOXA7 SYNJ1 DENND2B SYNDIG1L IGFBP5 STRBP ZNF395 OLFML2A PHLDB1 RELT MPZL2 KIAA0930 REXO1 DNAJB5 PKLR CERS1 PLXDC2 TTYH3 SH3PXD2A CNP AP5B1 PAX7 ITCH VAMP1 ACE ARID3B MAP6D1 NMD3 MDGA1 CLDN19 PACS1 PRCD SYT7 NATD1 KCNIP3 TRMT61A PPM1H RNF20 ZNF672 ARL2BP GPBP1L1 ZBTB4 SDC3 NPTX1 SMPD3 SHB CLCF1 GSK3A LARP1 MIR376C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR376C_3P LIX1L TENT4A SLC16A9 SGK2 KALRN NR2F1 EMC4 MAP1B JMJD1C NRCAM FBXO28 VLDLR ZNF746 MCTP1 EPHA5 H2AJ CNTN4 MFAP3L SLC13A1 TKTL2 WARS1 SAMD5 EDIL3 TGFBR3 GPR1 HMGCS1 TBC1D8 CPEB3 GRIP1 ARID4A RFX6 PTPN20 RFTN2 SPRY1 IPO7 FAM149A NEUROD6 FBXL14 IPMK SLF2 LANCL1 SYF2 ZMYM2 CNIH2 RNF103 GRHL3 GXYLT1 ERCC8 KIF2A SYNJ1 ABCA1 FRY HIF1A BCL7A RABGEF1 HTR7 DUSP11 GCSAML PTGES3 XBP1 HOXB7 ZNF146 OR2C3 PRR23A SUSD6 PROX1 NFIB ZSWIM6 EDEM1 BAZ1A TMEM255A SVIP MYPN SYNM RAVER2 OTUD4 KANSL1L POLR3G PLEKHG1 GLG1 TMEM38B PREX2 FAM214A YLPM1 PDE8B IFNLR1 DIAPH3 EN2 TMEM252 GULP1 ZNF681 MAMDC2 CACNB2 SEPTIN7 ADIPOR1 THSD7A HLTF BAHCC1 PAX4 ASPH HNRNPK SLC25A37 NWD2 EDN1 PDE6D ESRRG RRP15 POLI NAA30 PAFAH1B1 GLT6D1 IL1RAP TMEM135 BMPR2 HSDL1 PHF20 TNS3 RASAL2 KPNA2 WDR64 NEXMIF RALYL PDCL PIRT HBEGF SLC17A5 PHLDA2 PRSS35 DCAF7 POLB NUDT15 SBNO2 ZNF714 OPA3 DKK2 B3GNT9 YTHDF1 PAPSS2 CDK12 SP4 SENP1 KLHDC7B C1QTNF9B SASH1 WNT3 CCNT1 CLOCK SLC1A2 ARFGEF1 CXCL5 ARFGEF2 MIR4666B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4666B IFRD1 ADNP CAMTA1 SLC22A10 HDX DPYSL3 KCMF1 ADH6 STUM NRG1 TP63 NR3C1 RBPJ BTBD11 PSMA8 ZNF559 MTMR4 TNRC6C CDRT4 CERT1 MIER3 NRCAM PGBD2 PAX5 SGCZ B3GALNT1 INTS6L TMTC4 BEAN1 HPS1 LAMP2 TGFBR1 ZNF570 CD209 ZCCHC10 SAMD4A PAK5 GCLC CPEB2 CASP7 MASTL REST RGS4 VPS26A ZFP82 USP46 AQP4 NR2C2 WDR44 ATP11A MLLT10 GREB1 B3GALT2 LTBR CYSLTR1 ARHGAP6 TVP23C-CDRT4 RGL2 EP300 ZFAND6 SH3TC2 TMEM47 TRDN GLRX2 PPP1R10 YWHAH ZNF440 CALN1 IGF2 CTNNA2 YME1L1 ZNF461 ABR ODAPH NDUFA12 EPC2 SH3BGRL2 ZEB2 EIF4H PCDH9 PI15 FBXO43 FAM13B MMP8 OSBPL10 TSHZ3 VPS4B ZNF681 SLC5A12 CNIH1 C16orf87 IL17RB WDR7 VEZF1 SLC7A14 MCOLN3 PINX1 CLNK SLC25A15 OBSL1 MBLAC2 NAA30 SEC63 SGCB FGG SLC7A11 MYH3 KCNE3 KCNJ3 UBR3 ETV5 ZNF268 CNPY2 CCL16 PHIP DLK1 ZNF503 CLIC2 MED1 SP4 FUT8 DENND11 NUP58 LSM14B RIOK2 SCARA3 MIR6807_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6807_3P CTNNB1 CREB5 ATF1 CCNYL1 CHN2 SLC38A2 FAM98A ADGRG6 ATP11C HIPK3 FGFR2 LPAR1 ATP9A ELOC MIER3 KLF12 TMTC4 CILK1 KLHL29 MAST4 COX18 SEMA3A NFAT5 KCNH5 LMO7 SLC15A2 UBL3 NAB1 USP27X REST TUBB6 APPBP2 PCNA BDKRB2 GRIK2 EZH2 SLC25A27 FAM169A RPL13 GXYLT1 RAPGEF6 MRE11 ACER3 YOD1 RAP2C TEX101 DACH2 FRMD5 SCAMP1 GPM6A TACC2 ATP8A1 PPP4R2 KATNA1 C8orf86 C18orf63 PPM1F RTF1 CDYL2 BCL11A TXNDC16 NUP214 SCN9A DACH1 FNDC3B ZNF257 ERCC6 VSNL1 PROX1 C5orf24 ITPA CHST11 MTERF3 ATG7 ZNF680 ZNF92 TLK1 YTHDC1 TDO2 ANLN USP15 PTPN21 STT3A ST8SIA6 MPHOSPH9 ATP1B1 KCTD20 RAB4A HSPA9 PANK1 MAMDC2 RIMS2 SH3PXD2A HNF1B TMEM65 SLC66A3 PPM1D PSIP1 TTC28 KRAS RUNX2 DACT1 DDX53 HS3ST3A1 KCNJ6 KIAA0408 CA8 PICALM PPM1A ADGRB3 GBE1 AAK1 GKAP1 PRKAR2B URB2 ZBTB24 ALDH16A1 ANO3 KCTD9 RHOT1 SEC23IP PDE12 G6PC ZCCHC2 TOGARAM1 MBD2 FBN2 SOS1 ACVR2B POGLUT2 FOXL2NB WNT3 ASXL3 MYEF2 HIVEP3 NSUN3 POLD3 SPOPL WAPL DOCK3 DNA2 MGAT4A MIR6740_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6740_3P KDM5D ZSCAN30 CHCHD3 BTBD3 CHN2 TMEFF1 SPRY4 PRRC1 KCMF1 ELAPOR2 PFDN4 PTCHD3 PDPN MARCHF6 RBPJ HUS1 MANEAL SYNPR PIF1 TNPO3 DNAL1 NBEA FGF14 SH2D4B ANKRD50 SRSF10 DUSP1 CD9 P2RY14 STAT1 GPR6 LRRC18 ANKRD7 SALL1 MORN4 ETNK1 INPP5K TLL1 TRABD2B WDR17 DERL2 SEMA6D MSANTD3-TMEFF1 GYPA XYLB BRINP3 TTPAL MACO1 CNOT7 PRKAB1 NRXN1 ATP7A SLC13A4 GALNT13 ZNF75A COPS4 TYW3 HEATR5A DUSP3 NDFIP2 PAPPA DDHD1 NBPF14 XRCC2 HNRNPA1 GZMK LDAH AXIN2 TCTN1 SUPT3H ADAM12 TC2N TAF4B MRPL36 HNRNPA1L2 USH2A DNAJC27 DUSP11 KCNA1 SMCO3 TTBK2 ZNF70 PPP4R2 KDM2B KLF5 STK35 SIK2 FASLG PHACTR2 PSG1 POLR3E VCL EBAG9 RAPGEF2 ZBTB18 NONO SLC25A36 RASSF8 ACTN4 TMEM38B YTHDC1 ACVR2A C10orf62 TMEM39A HTR4 SBK1 CMPK2 GATAD2B LPP PDE4DIP ZNF704 CDR1 C3orf14 TECTB FGF18 AIG1 EPHA7 UBE3A ULBP3 MEGF10 FAM9C TINF2 HOXA4 S1PR3 ZNF275 HLCS GPATCH2L FOXJ3 SESTD1 KIF3B DENR AAK1 RHOJ ACAA2 SPAST SLC30A4 IFRD2 CCT2 ARID1A HSBP1 C1orf226 LRRTM3 ESCO1 C18orf25 ATP2B1 FCRL4 CHRM5 GLI2 PTPN12 EIF4A1 SHTN1 INPP4A DOCK4 MEGF11 FAM9B LVRN NODAL ZNF462 RALGAPB TMEM212 PURA MIR6792_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6792_5P TFG CTNNB1 PIAS2 BTBD3 VBP1 ARMC1 FERMT2 TMCO1 EEF1E1 PLAGL1 RAB3IP STAR KCTD7 KLHL28 TSHZ2 SLC47A1 PDK3 EXOC3 ARFIP1 GPR6 RAB18 LRCH1 KANSL1 LRTOMT FGF13 RPL22 RAI14 TIPRL DDX19A ARL6IP1 DDHD2 LAMP2 CMTR2 CPEB2 SERPINB11 CCND2 PLPP3 HBP1 RNASE11 OTULINL MAP4K3 TP53BP2 BICC1 SLF2 CCDC88A SLC25A27 TASOR NUB1 CDIPT CZIB ELK3 BCL11B FYB1 EPB41L4B MFSD4A MSX2 NXPH1 CYP2U1 SLC28A3 CD2 ZNF396 DCAF12L1 ZBTB34 DOCK11 SREK1 PAX3 YTHDF3 OTX2 AHR AK4 AMOTL1 CDK2AP1 CITED2 MAP4K5 UBLCP1 TMEM30A CA1 CALM2 LYST IDI1 ADGRL4 REPS1 STIM2 SDF2 TMEM33 RFX7 GNG10 FAM104B SMAP1 STXBP5 TJP1 POLE2 WASHC2C SMAD2 EPS8 SETD2 PIP4P2 MN1 FAM160A1 FAT3 SESN3 RANBP2 SLMAP GRM7 PAFAH1B1 SH3GL2 LURAP1L ZDHHC6 CPNE8 TMEM135 CWC25 TNKS CPLX4 ZZZ3 MBNL1 PRKCA BCLAF3 GREM1 DENND1B USP42 SNTB2 CCNE2 FRMPD1 SMIM9 CRYBG1 FAM47B HFM1 RGPD2 ELOVL5 SEL1L LRRTM2 DNAJC25-GNG10 PTCH1 PIGK FGF7 MIR4667_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4667_5P PPP1R1B PSMD5 AKIRIN1 NHLH1 HCCS KIF17 RANBP1 DCTN5 PCDHGA5 PCDHGA11 HEYL POU3F3 PCDHGC3 CASKIN1 ARFIP1 SUPT7L FAM104B GPAT2 ITPRIP ZDHHC23 PXN NR6A1 TET3 IQSEC3 LYPD6 PALM RNF170 ARL10 STX17 ZNF559 VSTM4 APOM KCNK3 KCNMA1 NAA40 SALL1 LASP1 EGLN3 CSKMT RGSL1 MEIS2 SRCAP C15orf56 ABCC10 CELF6 CIC PCDHGA3 ZNF687 GGA3 TRIM71 CCDC178 TSPAN11 SUSD2 PCDHGB5 ADGRG2 PCDHGB4 NUMA1 PCDHGA9 DMWD PRKCG LOXHD1 UNC5B FGF18 SPIB ATXN1L BCL2L1 BBIP1 PCDHGB3 SNX12 SPN PCDHGB6 DAGLA GFAP NAV1 TEX36 PPP1CA TJP1 NAGA HSDL1 THRA MTHFR SLC6A9 SLC38A7 PPP1R9B SEC23IP MS4A15 CCSER2 TTF2 TSPAN2 ZNF106 CAPN12 TMEM127 PCDHGC4 TEAD1 IL6R MBD6 SLC25A14 NRIP2 LZTS1 GALNT15 KCNJ10 POPDC3 ATP8B2 MAT1A XPO7 FAM228B SOGA1 RARB MBOAT7 CPLX2 ABCB9 MAT2A MAPK1 PCDHGB1 FBXO41 ELMOD1 WDR72 PCDHGA10 SEPTIN5 PCDHGA4 TOX3 KDELR1 ATF6B PPP1R10 FBLN1 HACD3 CALN1 MLLT6 PCDHGA2 OSBPL7 CNGB1 SAMD12 SOX6 CARMIL3 STAM2 FUT11 SLC34A2 PCDHGA12 ITGA5 GABRG3 PCDHGA6 SON LZTS3 RNASE13 KSR2 PCDHGB2 CLDN19 PCDHGB7 ARID3B ANKIB1 PCDHGA8 OPRM1 C17orf107 BAK1 SLC17A2 PCDHGA1 GAB2 FGF19 AAK1 ENTPD3 PCDHGC5 FOXN3 S1PR2 PCDHGA7 MMUT EHD3 UBXN4 GRIP2 ZNF831 MIR6795_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6795_5P HNRNPK MINK1 FARP1 PGPEP1 CBX6 IL2RB TEAD2 CADM4 FLRT1 BCL2L1 MDK TNFRSF11A A1CF MAP4K4 B3GAT1 ZNF529 PRKACA ZBTB7A TMEM218 HDAC9 EIF4B C9orf153 EFNA3 DGKG CNTFR ACIN1 TBR1 CTNNA2 DDX17 RASA4 IQSEC2 TUBB4A CPNE5 PLEKHB1 ST3GAL1 P2RY8 ZCCHC13 BCL7A U2SURP PTGIS QSOX1 TRAK1 RAB7A ZFP36L1 GNAI3 DELE1 MLLT11 NFIC LDB1 CMIP NDFIP2 POLR2M TRDMT1 C9orf64 BMF POM121 FBXL16 SLC39A2 MND1 GAL3ST4 IGF2BP1 STEAP2 PIAS3 ABHD18 ZBTB7C MUC3A ELAVL2 P3R3URF-PIK3R3 CCDC43 MED17 HEPN1 EFHD2 NFIX UBE2K ZNF385A CNN1 ZBTB7B MSI2 RAB5B DISC1 CASP3 PGM1 HOXC5 RNF165 ITGA5 ATXN1 TRIM71 CX3CR1 SERTAD2 GCOM1 GDI1 TMEM217 BRPF3 HLA-DMA SOX12 HNRNPU MKX FN3K SHOC2 UCK2 GIGYF2 PHOSPHO1 COPG2 ATG2B AMT ANGEL1 AP1G1 IMPA2 KIFBP HSF2BP ATXN7L3 RBPMS ATP2B2 VAMP2 PIK3R3 CALM1 FXR2 DNM3 SLC8A2 PRRC2C GINS2 URM1 KCNC3 CAMLG GAS1 SLC39A5 NUFIP2 HOXD13 GET3 GRK3 MRPS10 MECP2 FBRSL1 MYOG ARSB NAA11 MIR936 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR936 PNOC TMEM170A PTER TPGS2 SH3GLB1 CAMK2D MIER1 CUL2 RPAP3 RILPL1 TTC26 ASAP2 SEPTIN10 BCAR3 GCNT1 CNIH3 G6PC2 EXT2 HAS1 LRRC4C ARL6IP1 CPEB3 SEMA3A FLRT3 SLC39A10 JAG1 PRPS2 SLITRK6 CALD1 KDM6A ZNRF2 AFAP1 GABRA1 BTBD7 PTPN3 XRN2 ADH1B CNR1 SINHCAF C9orf40 RNGTT ZNF706 ZMYM2 AK3 ISY1 ANKRD46 NUTF2 GIMAP2 CTH ANKRD17 CYRIB SCD DGKI AUNIP GCSAML RBM27 OLAH PHYHIPL ZFP36L2 CAD NRG1 PCDH17 ITPK1 HTRA3 TLCD3A PSG1 RNF141 CTDSPL2 DDAH1 SCARB1 G3BP2 MAP3K1 ZBTB43 LRP2 AFDN KRTAP2-3 CHSY3 HCN4 MON2 SORCS3 DTNA ADAMTSL3 ADGRG2 ATP1B1 MTHFD2 ITGA3 FGF20 CD2AP ELOVL4 FBXL22 DDI1 GNA12 EVI5 AP1G1 MPP7 KDR ITPKC PXN SLC7A1 RAPH1 HS3ST5 PPP2R5E HIC2 FAM193A SEC62 FAM222A TRIM2 ADCY1 MAP3K5 ZHX1-C8orf76 SKI C17orf100 SPAST MPRIP CPEB4 PPP1R3C TMEM251 PCDHB15 ECM2 SOS2 PTPN4 NAA25 TNFRSF11B UBE2J1 PAWR GALNT7 NPTX1 KLHL3 SCAF11 LRRTM2 ABCC5 GPR137C AKAP9 SERPINE2 TPPP SRPK1 CNTLN MIR4511 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4511 PXK SLC25A16 CCDC169-SOHLH2 ZBTB44 HMCES HDX PRKAA2 PPP4R3A SLC16A9 SATB1 CAPS2 OXR1 FOXJ2 PPP3CB SUMO1 FZD8 PALLD WDR45B PCNP C9orf152 WDR41 LMNB1 CEP57 RAI14 ZNF532 MTDH PRDM5 MSL2 LRRC7 SCP2 UBASH3B SP3 HS6ST2 RBMS1 CDK19 RUBCNL SMAD5 MED14 ADGRE3 SINHCAF STAMBP CDC42EP3 HAUS1 IARS1 MAP3K2 ZBTB33 TBC1D32 HDAC8 TBC1D24 SAMD4B PON2 U2SURP KDSR CDH11 FAM3C RAP2C LIPG FGFBP3 RPRD1A GEMIN5 EEA1 UMAD1 HELLS USP25 FSD1L MORF4L2 MIGA1 SUSD6 PRMT6 GCA TOR1AIP2 DEPDC1 TIAM1 USP45 MPL ST6GAL2 CDY1B CDY1 DACH1 RBKS DKK1 ZDHHC17 ASH1L UBLCP1 TUT4 SPRED2 USP24 OTUD4 DCAF10 NLGN3 PPP1R15B CA1 RBM15B TMED4 ANLN B4GAT1 RAB3B TAPT1 SRSF1 DTNA UNC5D TGFBRAP1 SCYL3 ANKRD34C HELZ SLC6A11 TRIM67 PEG10 LAMA4 SF3B2 TMEM263 OR7D2 EPS8 FXR1 LONRF3 CD93 YWHAE PIK3CA HAS2 MCOLN3 GIN1 ST8SIA4 FAM241A NOX1 ZNF280D TBRG1 FOXO1 ORC5 NAA30 STAG2 SLC25A24 MTFR1 FRMPD4 EMC6 TNKS HIVEP2 SLCO1A2 TFDP1 PIK3C2B ESCO1 SOS2 UBE2W ZBTB41 FCHSD2 CCDC93 ARL5B CELF4 NR2C1 FIGN PRKG1 NUFIP2 WWC3 SLC25A32 NAP1L1 RNF146 BUB3 TSPYL1 PABPC4L OSER1 HMBOX1 GPSM2 ZNF728 MGAT4A MIR767_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR767_5P DDX5 CCNYL1 PMP22 OSTC MORF4L2 FNIP2 KLF4 MORF4L1 FOXJ2 SPC24 SUMO1 IL1RAP PPP4R3B RPS6KB1 COL5A3 SETDB2 NDUFS4 IREB2 OTULIN BACH2 FUCA2 CMPK1 DOP1A RAI14 BASP1 GRIP1 ACSM5 TLL1 TMEM88 COL4A4 SEPSECS PHTF2 CRISPLD1 WDFY1 HBP1 N4BP2L1 ZNF382 COL6A3 MLF1 TBL1XR1 CSDE1 AP4E1 EML6 GPATCH2 UBE2Z OVOL2 EPHA5 GINS1 TET3 MYCN XPO4 CYP39A1 CBLL1 CAMSAP2 SNX1 VPS37C ADAM12 CRISP2 FAM126B OSBPL11 ANKRD13B NFIA CPS1 COL3A1 DBT CCDC43 DPYSL5 BLMH AHR GRIA3 NAV2 TNRC18 TNRC6B LRRC8B ASB8 RNF19A NCKAP5 TMTC3 PEG10 COL11A1 TUBB2A STX16 SOCS2 RPP25 BABAM2 KIAA0895 ZNF644 KLHL28 OTUD4 PPP1R15B CACNA2D3 FOXE1 SERTAD2 XKR4 EIF4E2 TMEM169 CCDC186 SMAP1 RND3 NONO PAN2 CAMK4 ATP2B4 HMGCS1 GOLGA1 SLC4A8 C12orf65 PXYLP1 HIP1 MOSMO ZFX HAPLN3 ZNF282 PPM1D SEC31B GPX7 CLDN11 SPOCK3 CCDC50 STK38 PRKAB2 STMN2 DNMT3A CUX1 PPP1R13B SMAD6 ARHGEF5 PLG PPM1E C11orf24 EAF1 KIF26B TTC9 COL4A1 KLF2 SESTD1 TTC30B NAV1 NAV3 CAMKK2 NLK FNDC5 DAZAP2 HOXD10 BTLA DIP2C SH3GLB1 USP6NL HS3ST3B1 LDLRAD4 USP42 NEXMIF PI15 COL2A1 LOX GXYLT2 ADAMTS3 TMEM236 HMCN1 PALM2AKAP2 IFI30 PTPRK KLF6 FBN2 PLEKHG3 DGKD IFFO2 VHL NAP1L5 TAF5 SMIM13 EPS15 ADAM17 NCOA4 POGLUT2 SCAI FUT8 INPP5A ASXL3 ATRN PANK1 ISG20L2 DCC RIMS2 TCF7L2 RNF138 SSC4D TRIB2 SLC16A14 TET1 MBTD1 MIR504_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR504_3P MFSD11 C3orf62 IFITM1 PAMR1 AARS2 LDLRAD1 CWF19L1 TPRG1L PDZD2 CCDC157 MED29 ZNF431 C21orf62 ZNF483 PURB PTPN2 ZNF135 CCDC90B TFDP2 GPR1 ARSA KCNN3 XIAP RAVER1 CA10 ZNF540 TMC7 PBOV1 ABR SMYD4 NCAPD2 VPS26A CRCP ZFP82 P4HA1 ORAI2 SMIM14 MYH11 TBL1XR1 GYS1 PHACTR4 MAP3K3 DSTYK ZNF213 VHL NMNAT1 WDR47 POLH ZKSCAN1 PTCD1 DNAJB7 PRR11 TSPAN6 SERF2 CYP20A1 CDKN2AIPNL RPL7L1 NKAIN2 PDE4C LRRC2 ABHD18 NOCT CCDC142 DBT MARVELD3 ZFP14 TRPS1 RBFOX1 DUSP18 TMEM201 MIGA1 SUSD6 FAM102A IVD ATP5MF-PTCD1 MPV17 MSRB3 CREBRF KLK10 CHRNA5 RBM47 SLC43A2 DCAF10 HNRNPU NLN TIMM50 RFC2 DNAJC18 GJC1 ZBTB8A SPTY2D1 RBM48 OCRL FAM227A NOS1 GRB10 EIF3I BPHL GLUL ZNF829 BCAS1 SEC14L4 COG5 TECTB RIPOR2 ATF7 ADAMTS15 C9orf139 LRRC74B TRIM56 CHST15 G6PD KIF1B THG1L MOSPD1 PDP2 VAMP3 SLC31A1 OTUD6A HOXD1 STK38L ITIH5 DENND2A CLN8 ING3 MGP SLC35E3 ZNF106 AVIL PNPT1 ERBB4 DDR2 ZNF430 WDR93 NABP2 MTG2 KCP ACTR5 LYRM7 LRRTM2 RAD1 ASCL1 LPCAT3 UPK1B BHLHE41 MIR374A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR374A_3P NPHP1 CLEC1A HMBOX1 VBP1 C3orf62 SH3GLB1 OR6A2 TDRD5 UBA5 HOMER1 OXR1 NCOA7 STAT3 SLC35A5 PCMTD1 SLC41A1 PIAS1 TRPS1 BTF3 NR4A2 ZBTB26 RHOA SORBS2 SLC24A2 NAB1 GLRX KPNB1 LGR4 CAB39L PARD3B MTX3 ZBTB10 PPP2R5E FUT9 RNGTT ZFAND1 SCAF8 MED19 NOL8 SP1 ERC2 PIK3CG ZNF562 ARHGAP42 SLIT2 COPS8 ZBTB1 ABHD3 POLR1F BCCIP KDSR ZNF470 PHYH GNPTG EEA1 PHF20L1 PHF3 RBM27 PLD1 LARP4 UNC80 UBE2K PROX1 RNF4 IL2 HSP90AA1 OGN FAF2 ABCC10 CHST9 CREBBP ARRDC3 CALHM2 GPBP1 ZNF655 ANO6 RAET1E GCFC2 MAP2 FAM122C USP10 LONP2 GLRB RFX7 ATPAF1 GPR85 KCNJ3 EIF3A GOLGA4 ZDHHC13 WNT7A CREG1 GPR155 OPRM1 ADCYAP1 HS2ST1 SPARC USP49 PTPRG FKTN YIPF4 RANBP17 GEN1 C12orf50 ZNF460 LACTB PLPPR5 GSTA1 SLC4A11 CCDC28A-AS1 PRKAR2B CLDN22 SHISA2 BMPR2 MTRR AOPEP DEXI GSTA2 KLHL24 CNTN1 ELOVL7 PLPPR4 TRPC5 NEGR1 SMARCE1 PTPN12 TFAP2B ZMAT3 SCAF11 SP8 WNT3 CCNDBP1 ZC3H12C CDS1 SOWAHC KCND2 MIR188_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR188_3P SURF4 HSPA14 ZNF384 NRN1 DGKH CHRDL1 BCL9 LGI1 CCL11 RAB26 SMPDL3A ZNF367 CPNE5 ZNF302 ZNF780A ZNF544 GCC1 BRAP ZNF426 SLK CDK1 IKZF2 IL12RB1 DDHD1 ZNF565 CSNK2A1 MAPK13 SET ZNF559-ZNF177 IGDCC3 IGF2BP1 DNAJC14 STAU2 ARID5B ZNF559 ZNF440 ZNF135 IPPK EOGT GRID2 NRXN2 ZNF732 ZNF594 KCNMB3 ABL2 ZSCAN16 OXGR1 ZNF562 ATXN1 METTL15 GPX4 WBP11 TRIM4 PCLO RAD21 LCLAT1 BRK1 ZNF268 SORCS3 ZFX PRMT3 THEMIS2 SMAP2 KRBOX4 APBA1 ZNF80 PDIK1L ZNF175 ZNF705A ARL4A ZNF180 ADCY1 FREM2 SIAH2 RMND5A ZNF75A FAM155A ZNF124 FZD5 ZNF584 ALDH5A1 NCAPG2 TRIM5 ZNF177 RNF145 CHEK1 ZNF780B TSPAN2 ZNF106 RUFY3 KLRG1 ARPP21 ZNF221 ZFYVE16 ZFP90 UBE2D3 RNF150 GPATCH2L TARDBP C10orf82 NIPBL KLHL29 TTC17 TUSC2 USP27X ZNF814 ZNF781 SENP2 ZNF181 INSYN2A SNX11 ZNF844 SLC22A13 ZNF37A RGS7BP DIDO1 ZNF14 TOR1AIP2 APLF ARRDC3 ZNF763 MAPK10 ZNF514 MSL1 ZNF705D ZNF705E TACR2 ZNF700 DLX1 ZNF773 NR6A1 ATP8B1 ARL8B ZHX2 STAG2 ZNF563 SBDS SLC7A11 NEXMIF ZNF439 UBQLN4 WWC3 SUMF2 NEUROG2 ZNF189 MED1 NXPH2 CEP57L1 ZNF195 FANCL ZNF208 TET1 ZNF586 MIR548V http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548V ARHGEF10 PIAS2 GRM1 TCF12 RGS6 TMEM59 PSMA4 SATB1 PPIAL4E SLITRK4 MYLIP TNRC6C ECPAS ZNF431 MAPK8 SLC6A9 CTTN ETS1 SEPTIN2 REV1 TIPRL PTBP2 ZNF3 RNPS1 SELENOS ZNF587B SEMA6D CDK19 FAM222B PAIP1 MARK1 ZNF814 GABRA1 MIER3 FAHD1 TP53BP2 APOLD1 TCF7L2 HECTD2 THEMIS2 VPS52 TMEM140 RBM14-RBM4 PPIAL4C ZBTB5 RIMS1 CNOT6 CTPS2 PBX3 PIEZO2 ZNF234 AIDA COBL ZFYVE16 AP3B2 CTNNA2 ELAVL2 GUCY1A2 CDH2 RBM4 PPIAL4G CREM CUL5 IGDCC4 ZNF385A VAPB ATF7IP2 RTF1 CHFR LHFPL2 TDRKH RBSN SLC10A7 EIF5A2 PPIAL4A USP40 SH3PXD2B SLC3A1 RIMS3 GATA4 CLVS2 RTN1 ZNF629 GOLGA1 SDC2 HNRNPA0 FGF14 ATP1B1 CDK8 PGGT1B TSPAN5 USP49 ZNF704 ERV3-1 PPIAL4F RIC8B SEC62 EAF1 CALM1 MAP3K13 PRKCQ RAB18 FGA RMND5A CDC40 ANO1 DENND1B LNX2 NEXMIF SUN2 DPH6 CSTF2T EFCAB14 SOS2 NOVA1 KLF7 FBN2 UBE2J1 DTX3L NUFIP2 CAND1 CEP350 RTL4 CDKN1B AJAP1 ACTL7A KCNH8 SLC44A5 DMRT3 POU2F1 STOX2 MYOG PPP2R2A DDIT4 YPEL3 ZMYM2 PPIAL4D MIR6887_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6887_5P HNRNPK MINK1 FARP1 PGPEP1 CBX6 IL2RB TEAD2 CADM4 FLRT1 BCL2L1 MDK TNFRSF11A A1CF MAP4K4 B3GAT1 ZNF529 PRKACA ZBTB7A TMEM218 HDAC9 EIF4B C9orf153 EFNA3 CNTFR ACIN1 TBR1 CTNNA2 DDX17 RASA4 IQSEC2 TUBB4A CPNE5 PLEKHB1 ST3GAL1 P2RY8 ZCCHC13 BCL7A U2SURP PTGIS QSOX1 TRAK1 RAB7A ZFP36L1 GNAI3 DELE1 MLLT11 NFIC LDB1 CMIP NDFIP2 POLR2M TRDMT1 C9orf64 BMF POM121 FBXL16 MND1 GAL3ST4 IGF2BP1 STEAP2 PIAS3 ABHD18 ZBTB7C MUC3A ELAVL2 P3R3URF-PIK3R3 CCDC43 MED17 HEPN1 MLLT6 ASB6 EFHD2 NFIX UBE2K ZNF385A CNN1 ZBTB7B MSI2 RAB5B DISC1 CASP3 PGM1 HOXC5 RNF165 ITGA5 ATXN1 TRIM71 CX3CR1 SERTAD2 GCOM1 GDI1 TMEM217 BRPF3 HLA-DMA SOX12 HNRNPU MKX FN3K SHOC2 UCK2 GIGYF2 PHOSPHO1 COPG2 ATG2B AMT ANGEL1 AP1G1 IMPA2 KIFBP HSF2BP ATXN7L3 RBPMS ATP2B2 VAMP2 NOVA2 PIK3R3 CALM1 FXR2 DNM3 SLC8A2 PRRC2C GINS2 URM1 KCNC3 CAMLG GAS1 SLC39A5 NUFIP2 HOXD13 GET3 GRK3 MECP2 FBRSL1 MYOG ARSB NAA11 MIR5001_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5001_5P YY1AP1 KCNS1 GAB1 OSBP2 SRSF7 MYO1C OTOF GRIK3 NKIRAS2 ARRB1 TM2D3 COPS7B JPH3 SEPSECS APC2 WARS1 LRP1 NDRG4 ACVRL1 TBL1XR1 FAM219A CNIH2 CLIP3 NFIC AOC3 SLC2A8 FBXL16 GFI1 RAP1GAP2 KLK4 SEMA7A ZNF219 RAB5A PML GNAI2 BTF3L4 BPTF NFIX CLDN18 PMM2 TTLL6 SLC6A17 CDYL2 TMCC3 KIF21B TRAF7 ST3GAL1 APLN ENG ARHGAP1 CLDND1 SH3PXD2B EEFSEC TTL TYSND1 EIF5 KIAA0513 PKIG SLC45A2 ABCF1 NAP1L3 JMJD8 TAOK2 SPOCK2 TRAF1 ERC1 TRPM3 CRTC1 PPIE CUEDC1 ZFR2 TAGLN PEX14 LIFR PPP3R2 GIPC3 SON ABCF2 GNG13 WDR48 EVC PDE4D ZNF609 PTPRF STK40 RAB6B SZT2 ATP2B2 MFAP1 NKAIN2 GLIS2 ADGRL1 BCAM CDC42SE1 LZTS1 RPIA BCL2L13 PPIL2 MBTD1 IQSEC2 NCOR1 UBA1 STUM SOGA1 PKP2 CPLX2 TOX2 CPEB3 PARVG ACVR1B CTCF FBXO41 NECTIN1 CPSF7 LOXL3 PRLHR SDK2 CDR2L RPL28 GPRIN1 HOXA7 SYNJ1 DENND2B SYNDIG1L IGFBP5 STRBP ZNF395 OLFML2A PHLDB1 RELT MPZL2 KIAA0930 REXO1 DNAJB5 PKLR PPP1R11 CERS1 PLXDC2 TTYH3 SH3PXD2A CNP AP5B1 PAX7 ITCH VAMP1 ACE ARID3B MAP6D1 NMD3 MDGA1 CLDN19 PACS1 SYT7 NATD1 KCNIP3 TRMT61A PPM1H RNF20 ZNF672 ARL2BP GPBP1L1 ZBTB4 SDC3 NPTX1 SMPD3 SHB CLCF1 GSK3A LARP1 MIR6516_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6516_3P AFF4 DMD GOLT1B CADM2 HIPK3 RECK EIF4G1 CHL1 PCDH20 QKI NAA35 ARFIP1 PCNP FAM76A ROBO2 CHD9 ARL13B RAB11FIP2 DCDC2 TRPS1 MARCHF5 ITGB6 LRRC7 ZBTB20 MINDY2 GYPA PHTF2 TMEM100 G3BP2 ZBTB10 ZNF292 ZNF410 CDKL2 MYH11 FUT9 TM9SF3 RAD51AP1 ZFAND1 EPHA5 ZNF426 HERC1 HACE1 PDE1C ARHGAP42 PTPRQ PDE10A STK32B HMGN4 STEAP2 AVL9 LRP11 DPY30 LPCAT2 ZNF440 TLL1 CSPP1 FAM210B MANEA SUMO4 KLHL15 MYO5C NFIB ATP2A2 PI4KA BAZ1A ZNF268 TMTC3 FAM133A POLR3E CITED2 RBBP7 ARRDC3 HACD4 ZNF763 ZNF607 TSC22D2 SH3BGRL2 METTL15 CDK8 GPR12 PAX8 PPP5D1 FBXO47 COL25A1 TMOD3 TLK1 ZGRF1 PHF21A RLF SAMD12 RFX7 ABCA8 ADAM10 ABHD16A DYNC2I1 CA5B KHDRBS2 ATL3 TAP2 KLHL2 PTGR2 FGF18 SMC2 PARD6B ZNF124 MRPS23 SMURF2 ANO3 ADCY7 PRELID3B ANKRD20A1 ZNF563 ANOS1 PRKAR2B CCDC170 NRIP1 GNG2 HTATIP2 CLVS1 JPH1 ERBB4 MSTN GFM2 TRHDE ANKRD20A4P DDX23 ZNF439 MMUT ZNF718 KMT2E PRKG1 ADAMTS17 MAP3K20 HDAC6 ATF2 TRGC1 ZNF22 ZNF136 MEGF11 ANKRD20A2P DDIT4 NR1D2 ZNF207 MIR6839_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6839_3P MTRF1L WIPF2 GAD2 GAB1 SLC16A9 COL1A2 MARCHF6 PRRG1 TNRC6C ZNF134 TCF4 ATG5 RFX4 DHX57 TMEM9B GLTP MMP16 GPR6 HNF4A TCAF1 VASH1 CEBPG LSM12 CALD1 LZTS2 PPP4R4 UGT1A8 TEAD4 HOXA1 CDC37L1 ECT2 SDCBP SNX18 CD24 MYH11 PRRX1 TAX1BP1 ILDR1 EEF1AKNMT TSHZ1 CAV1 NR3C1 FMC1-LUC7L2 NUTF2 VDAC3 MAP3K8 NANOS1 CBLL1 HECW1 UNC5C TRIM33 ADAM12 KIAA0753 UGT1A7 UGT1A6 DISC1 PRLR GTF2A2 ZNF322 HSPB2 POLR3F METTL9 PCDHA9 GTF2F2 MAPK10 ENSA UGT1A1 ANGPTL1 SLC12A5 SPRY3 MAML2 RBFOX1 AMOTL1 CDYL2 SLC25A3 TENM3 FOXK2 FAF2 NUP88 COL4A2-AS2 TMSB15A COL5A1 TXNDC5 PIKFYVE RSU1 UGT1A3 ATXN1 ALCAM LUC7L2 VPS54 RASSF8 XKR4 EIF5AL1 FNDC5 TSTD2 KAT6A ACAT2 MED13L MCM3 SUSD5 CABP4 JAM3 DENND5B RIMBP2 TMEM154 TXLNB LETM2 KLHL7 MS4A1 ONECUT2 ZFYVE28 RHNO1 AMDHD1 RALYL SPRED3 YY1 UGT1A9 ATXN7L3B ELAVL4 BMP2K EFR3B RTN4RL1 MIEF2 TCP10L2 TMEM106B SYCE2 AZIN1 UGT1A5 IQCH PPM1N CHRNA9 CFAP47 UGT1A4 CCDC32 IGSF6 CHST11 MAB21L2 BRCA1 PTCHD4 UBR3 UGT1A10 ZNRF3 EML5 FRZB PRR12 DDX42 MMP21 ERGIC2 EFCAB5 TRIL CNBP GPX3 UVRAG MEIOC FAM126A LRP6 AKT3 PLEKHA6 MIR6780A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6780A_3P ADAM22 UBN2 C17orf75 CACNA1E MADD PADI3 ZNF770 ZNF502 ETS1 THRB CWC27 SAMD5 PPFIA2 TRPM4 GRIP1 HEYL INA EPHA3 POLDIP3 ZBTB20 UBASH3B CRKL TENT5C ATE1 ITGB3 C1orf109 STARD8 SEC14L4 FUT9 HARS1 PTGDR HMGXB4 GPR161 CNOT6 CACHD1 MRE11 SMUG1 BTN2A1 AXIN2 GTDC1 THRAP3 TRAPPC11 B3GLCT AGO1 RAP2C ZNF559 PARPBP CLIC5 UNC80 RRN3 CLDN18 SLCO4C1 PAM MAPK4 KNSTRN BCLAF1 ASPH CHIC1 ANO6 MON2 C16orf72 MFAP3 ABCG4 PAPLN R3HCC1L ZNF704 PIP4P2 FGF18 TMEM184B MAGEA9 C5orf63 ATL3 MAPK10 RNF13 FAM155A NEXN MAPRE1 PPP4R1 RECK TBC1D16 ATG7 TMEM169 PINLYP GNAQ DCAF5 MCTP2 PKIA FAM210A LY6K PRSS23 POLR2K COMMD8 MAB21L1 LRRTM2 SHISA7 RIMS2 GOLGA4 BTK XPO7 MTMR4 FBXO28 HMGN1 OTULIN ELK4 PAX9 MPPED2 CLGN ZNF527 SOGA3 XPR1 TWIST1 SENP2 HOXC13 ADM TNFRSF19 EP300 SH3TC2 CCDC144NL UGGT1 GRIA3 MNAT1 RNPC3 ZNF589 PPP1R16B ARRDC3 GHDC BCL2L11 C8orf44 TOB1 PAX7 RALY CDADC1 ZNF384 DPYS KLHL18 LHFPL1 BTN2A2 ETAA1 FZD4 MAGI3 CYRIA MAGEA9B CCDC158 NUFIP2 DSE SPEN SRP19 ADGRL3 ZIC2 FPGT ADD2 CSNK1G1 EXOC5 PTGFRN FOXN1 SVOP RASSF3 MIR3192_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3192_5P MDM4 TMEM170A GOLGA6L9 LYN TAB1 HMBOX1 NID1 ETS1 SAV1 HOOK2 PITPNM2 NDUFC2-KCTD14 FBXW7 STRADB ANK1 ARRB1 SLC7A8 DNAJC11 HEYL UBASH3B N4BP1 PTGIS SPINK7 COQ5 KLHDC8A MEN1 ACVR1B TBL1XR1 MT1F GATA2 TIMP3 HCK IQSEC3 CLIP3 STX1B PRICKLE2 SYNGAP1 PLP1 ELOB SERPINA9 NMNAT2 DNM1L CLIC5 EXD2 ORAI2 ATP8A2 IRF2 NAV2 CXCL12 SEPTIN1 P4HA3 BTNL8 STK36 TRIM4 CCDC149 CLSTN1 CNOT9 MPZL1 KCTD14 CDK5R1 G6PC3 ZNF629 PDE3A CBX5 GOLGA6L4 MT1M UBP1 INPP5K KCNQ4 SYPL2 ADTRP WDCP ADAM29 FSHR BTG1 EFR3B GIGYF2 GAL3ST3 ALKBH8 FBXL7 RRNAD1 KATNIP C1orf105 FHDC1 CPEB1 APLP1 LRRC59 VAPA SPPL2B METTL21A LSM10 MAPK8IP3 TEAD1 CTNND2 SPOCK1 GRIA3 KLF1 SENP5 SHISA7 MYO1D PHLPP2 DCAF8 FAM120C SOGA1 COPG2 HIPK2 PRELP GGT7 ABHD2 PSMB11 NECTIN1 CPD MT1E TMTC1 DHRS2 PCGF3 GAL3ST4 PIM2 SH3TC2 AVL9 LPCAT2 TIMM23 SLCO2A1 CALN1 RNPEPL1 IGDCC4 YBEY KCNC1 KHDC4 MYRF XRN1 NLGN3 LDLRAP1 NRG1 FNDC10 CYP8B1 SBK1 SUSD5 SH3PXD2A KSR2 SOX14 GOLGA6L10 MYPOP S100A5 SPRED3 SLC7A14 OSBPL3 ARHGEF39 AAK1 VSTM4 KLHL18 RBMS2 TMEM260 FGF11 GRIP2 ATRN ADARB2 SCRT2 CNTLN WDR26 MIR423_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR423_5P HES7 CBX6 DMTN GRM4 SLC20A2 S100A16 UBE2O SLC6A9 SLC11A2 CSMD2 TEC CRIP3 PLEKHO1 MFSD12 DAP ARPC5 ABCC5 PAQR8 DDX54 SNX19 ATG4D WNT9B TRABD2B COPS7B CELF5 MAP1LC3A KLK4 ENC1 FAM222B C20orf27 NECTIN1 MKRN2 MAPKBP1 LHX6 PNKD LNPK NFIC COL1A1 AL162231.1 DNALI1 SEPTIN9 ZNF500 ERI3 CLCN4 ZNF608 ARHGEF4 RPUSD1 SAMD4B BAP1 BCORL1 PLCB1 FBXL16 TCL1B TEF NRSN2 ADAR RGMA ATP10B RNPEPL1 ASB6 SCAF1 LASP1 FRMD3 FAM172A PLA2G6 DLGAP3 GLP1R RAD9B SELENON NAV1 RNF165 DISC1 G3BP2 ELF4 OTUD5 CADM3 STK24 TSPAN11 NACC1 STK40 SOX12 SLC52A3 NAT8L OBSL1 FOXP4 SHANK1 PYGB EVC PHOSPHO1 MED28 LZTS3 ST6GALNAC6 BEND3 CALM3 DUSP8 PDAP1 SUFU DMWD ELFN2 NNAT ASB14 TMEM41A KDM5B ATXN7L3 SDR16C5 TMEM184B PACS1 HIC2 PGRMC2 ACAP3 NCS1 CLDN23 PDXP SCN4A KASH5 C1QTNF6 RIMS4 DOLPP1 ODC1 TMEM68 KCNIP3 APBB1 CPEB1 MUL1 NEXMIF ODF3L1 NFATC2 CELSR2 HDDC3 TMEM150A ADGRL1 AMBRA1 MICALL1 CXCL16 RFFL LRRC47 RAC2 SYP CDC42SE1 ROR2 MIR7156_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7156_5P FAM89A HRH4 DLG3 FCGR2B PALM2AKAP2 PRDX1 ZNF281 FAM104A TBCK ANAPC10 F5 EMC4 IL1RAP THEMIS PPP4R3B ITGA7 SRGAP3 CLSTN2 AKAP1 RORA VLDLR QKI ENO4 RPS6KC1 B3GALT1 LAMP2 CNTNAP4 DNAJC11 PKD2 MSL2 PAK5 ZBTB20 ARHGDIB CNTN5 ZBTB10 CNR1 TAL1 PLCD4 UBR5 CYLD FAM221A SLC25A30 HOXC4 XXYLT1 SPDYE6 MBNL1 PTBP3 LLCFC1 KIAA1191 ABCD3 STX6 ZFP69 TUBGCP4 PDE10A OSBPL11 UQCRB SUB1 LARGE1 YTHDF2 POLR3B IRAK1BP1 SLC1A2 GUCY1A2 ACP3 KANK2 CORO1C XPNPEP1 MAP2K5 TNRC6B ATXN7 NFIB SERAC1 RETREG3 ARMC8 CPNE4 LHFPL2 PKN2 CDH12 ZNF98 TRIM71 DEFB132 ARG2 OPN5 BBOF1 TMEM144 SNX9 CHN2 BEND6 SDC2 CCDC184 MATN3 TRMT10C PRMT8 HKDC1 GPC6 PURG PTP4A2 ZNF704 PCDH7 YWHAG KLHL1 ZC3H12D MMGT1 MID2 DAAM1 SLC18A2 FABP2 EIF2S1 PRKD1 MICOS10 TCF12 B4GALT5 ZNF275 WDR1 PHLDA1 KLF3 ZC2HC1C NOG TRIM10 UHRF2 AMACR JPH1 MTHFR LRRTM3 EHMT1 KHSRP SPDYE5 FRRS1 NEGR1 SIPA1L2 RRP8 GALNT12 MSX1 NR4A3 TENT2 EPPIN-WFDC6 ZNF492 MYBPC2 SPDYE1 AFM TLCD4 AKIRIN1 RAB33B SULF1 MIR3667_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3667_3P ENSA BCL2L13 MC2R CBL OXR1 MLEC ETS1 PALLD AMER1 VANGL1 TGFBR1 GPR68 SHISAL1 PRKD3 ABR MRAS CEACAM1 C3orf33 TSC1 LEP TET3 HCFC2 PAPPA RPUSD4 PTCH1 GPR1 HERPUD1 NKD1 ARHGEF26 PRDM4 CAAP1 UPRT NMNAT2 YTHDF3 HRAS ARF6 MBD5 COLEC10 IGFBP2 AFDN BRPF3 LRRC49 PLCXD3 KIAA0513 OAT LSAMP GNG10 ZFP42 PPP1R1C CHD1 CDK14 LPP GNG11 CDC14A ENOSF1 KLK7 ADGRF5 ST6GALNAC3 GPR26 ATXN1L APH1A ALKBH5 MOSPD1 DYNC1LI2 ZNF516 NCOR2 CHODL STX2 SLC43A2 POU2F1 CA12 MUCL3 NAV1 RAB11FIP4 POP1 CCDC62 ZKSCAN7 TBC1D16 CHST11 CEP41 DCDC2 BICRAL SSTR3 SELENOW BICD2 PITPNB NEGR1 CCDC182 CEP350 CCBE1 N4BP2 STC2 FAM53C KCNRG CDCA3 CDC42 RND1 NECAP2 AHCYL2 UNKL COMMD10 C5orf22 LGALSL DCAF8 FAM189A2 FGF5 CT62 UBE2I MGAM2 CDAN1 CXCL10 DTHD1 HIPK2 TBX18 MLLT6 MTMR3 SEPTIN10 SHC3 LHFPL6 ATXN7 CASTOR3 IBSP H6PD TOR1A SNX29 CLMP ATP1A2 SIRPA JHY KSR2 WFDC13 ORMDL1 KDR PLXNA2 HAS2 TNRC6B PARP1 PFKFB2 TAB2 ZNF81 PPM1N AGAP1 NFE2L1 ZFP91 KCNAB2 LRIF1 SPEG STRN MARCHF3 NDUFB4 SDK1 DNAJC25-GNG10 MIR216A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR216A_5P ARMC5 SSX2IP RGS6 POC1B DMXL2 FGFR1OP2 TRMT9B CADM2 ADIPOR1 RANBP10 UTY RS1 ZBTB7A CSK CMPK1 RBM26 PLRG1 JAK2 MST1L NUP155 EDIL3 FDFT1 HTR2C AGO1 MSL3 IKBIP ORC4 NEO1 PELO MACO1 COL9A1 SGCD ZNF653 KATNAL2 SLC16A7 CDH6 GINS1 IKZF2 EMSY TMSB4Y ZBTB5 ARMCX5 AFAP1L2 PTHLH WDR31 MBD4 CFL2 UPRT APOOL BMP10 SERF2 EGR3 ZFYVE28 HACD3 DIXDC1 ASTN2 PHF20L1 ZCCHC24 TMEM161B PPP4R2 ZMYND11 CLASP1 CAMK2G ZNF652 NETO1 RC3H1 ELF1 TMEM255A DEPDC1 CAV2 CLDN16 FMNL1 CUX2 OTUD4 CHMP1B NAP1L1 PI15 C1GALT1 MLLT3 SHOC2 NUFIP1 CCNJ BEX3 USH2A CLDN12 GATAD2B DCP1B SLC66A3 HARS2 ZBTB2 ZNF713 AIG1 PROKR2 ZC3H4 FAM135B TCEAL6 MEGF10 BMPR1A SPEF2 ATP1B3 AMMECR1L ARMT1 BOD1L1 EML4 PPAT NSUN6 LURAP1L UNC13C PPM1B HOOK1 ARID1A PLEKHA5 CNTNAP3B ZNF528 TRIAP1 MYLK4 CCDC28A ST8SIA2 DEPDC4 JMY NHLH2 CAPZA2 TMIGD1 CAPN7 C8orf58 HNF4G NPAS2 ZNF649 CDK14 TSPAN2 PAK1 KLF9 SORBS2 NOM1 UBE2V2 MIR4665_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4665_5P CASTOR2 CBX6 CLEC2D ZNF32 FAM155B ZBTB7A SLC30A7 CACNA1C PAX5 ASB11 LRRC28 KRT23 PPP2R2D DDX17 ZDHHC15 ARRB1 PCDHGA5 SLC7A8 PCDHGA11 SHISAL1 PCDHGC3 CTBS SPINT1 CASKIN2 OVOL2 ATCAY RDX CCDC148 GIMAP1 CEBPG SLC25A42 ISL1 GANAB RABGGTB NKAPL APLNR THUMPD2 SPAG9 ENY2 ATP10B NFIX HMGB3 G3BP2 HNRNPAB WASHC4 ACTB SLC6A17 TLNRD1 TTC39C MAJIN VPS37D PHYH MAPK4 PCDHGA3 IGF2BP3 KLHL28 SUCNR1 PPT2 SERTAD2 POU3F2 PTGER3 RAB3B LEFTY2 ZNF629 PCDHGA9 SPTAN1 ABCF1 GATAD2B NAALADL2 TM9SF2 FOXA3 NOVA2 DCLK1 PPM1E PCDHGB3 PCDHB13 STX8 PKNOX2 PRKCA ELOVL2 PPP1R3C KCTD20 IGF1 WDHD1 PIGG SLC2A4RG SDCBP2 SPICE1 FOXP4 RNF10 ZNF131 MECP2 CTNND2 FBN1 SENP6 AKNAD1 WIZ NOS1 SHISA7 C8orf37 ADAR KCNJ10 SSC4D BHLHE41 SPIDR SSX2IP REG3A SOX7 SYNPR MPZL2 RPAIN SIRT2 DVL3 TTC17 GRIK2 UBE2Z FAM50B PCDHGA10 SLC10A2 PCDHGA2 IGF2 UPK2 ZFP36L2 PCDHGA12 CCDC33 C12orf75 OTOR TACR1 LZTS3 KSR2 RAB3A BRWD3 PCDHGB7 LALBA SPRED3 PCDHGA8 PINX1 PCDHGA1 SIAH1 RAB11FIP5 ZNF444 IP6K3 JAZF1 PCDHGA7 SAMD4B CBLN1 SPEN NXPH2 ZSWIM4 SEC24A LPCAT3 MYCT1 MIR6513_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6513_3P CALU TCF12 LGALS14 PRKAG1 RPAP3 FBXO3 AFAP1L1 FPGT MTMR4 TANC2 TARDBP TNKS1BP1 ATXN3 CEP83 QKI MAGI3 ANKRD50 RPE KLF12 ACSL4 MOB1B ZNF577 KCNN3 PPP2R3C ZNF367 CPEB3 LIN28B SYDE2 ZFAND5 QRICH1 CALD1 ITFG1 RUFY2 ERO1B GPT2 NOL4 RWDD4 FRAT1 ZNF398 SALL3 PDZD8 TNPO1 FUT9 RYK PIGG ZIC3 CIPC FAXC PDE7A UXS1 ARHGEF26 CTCFL CEP57L1 CYP20A1 OSBPL11 ZNF470 RYR3 RBM43 SMARCA5 PHF20L1 CDH2 SPAG9 ARPC2 YTHDF3 CXXC4 RGS7BP GPM6A CAMSAP2 FAM172A DPP6 TMCC3 ARSJ SLITRK5 EPHX4 DST ZBTB21 TAF5 TASL ELF4 OTUD4 PGM3 SCN2A PTX3 PAQR9 EEF2 BBOF1 AKAP4 PKNOX1 ARPP21 DIAPH3 SDC2 MCC RPE65 LIN54 MUC5AC DENND5B CFAP57 TSPAN5 ONECUT2 NUS1 ZNF664 SLC41A2 MEF2C LCOR ATP10A PROKR2 TMEM117 CKAP4 NEFH BTG1 GSK3B ITPR1 RAPGEF6 KLHL18 NLK DDX3X TMEM135 ADAMTS6 HOOK1 ZMYM3 SIGLEC14 MAT2B ANKRD52 GGCT MFSD6 MSTN LINC00452 ADIPOR2 CCDC144A KIAA1549L SLC6A6 GALNT7 APCDD1 MAB21L1 MFSD14A CPEB2 NRXN1 MYO5B FAM117A DDIT4 ZNF800 ABCB5 LARP1 MB21D2 ZNF586 MIR185_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR185_3P RGS6 PAK4 FIS1 MADD STK24 C1QTNF1 PAX5 SLC30A3 PHF19 PITPNM2 CACFD1 ELMO1 ZDHHC3 SLC10A3 IP6K2 DCAKD COPS7B ST3GAL1 USP21 UGT1A8 POLA2 APC2 TOM1L2 LRP1 TEAD2 MAPKBP1 PML PPP2CA HSPA12B URM1 DPYSL5 BAP1 FBXL16 VPS37C MFGE8 P2RY6 SCUBE3 CTIF UGT1A6 KLK4 SMG7 IGF2BP1 CCDC58 GAS7 DCLK3 UGT1A1 PPARD SLC46A1 SH2B1 TMEM105 CACNA1B SCML4 KIF21B SMG5 PMEPA1 SUV39H1 SOX4 LRCH4 EPHA8 SERF2 FAM163A TSPAN11 ARHGAP1 WDTC1 HIVEP3 NRARP FSTL4 TSPAN5 C7orf61 PLEKHM3 DNM1 VAV2 GEMIN8 UGT1A9 MAP6 ACAP3 PEX14 PLXNA1 ASIC4 LRRC32 UGT1A5 GIPC3 KCNJ12 PKNOX2 BOK PRKCA GNG13 SLC45A3 CDH4 ATP6V0A4 PLA2G6 UGT1A10 FSTL3 RABGAP1L ILRUN MAMLD1 N4BP3 MECP2 FAM53C BCAM ABHD4 PEX10 SOGA1 ZNF544 CPLX2 FEV PAX9 NR5A1 SLC6A8 ARC PAN3 FBXO41 SPRN CHRNA4 ZFP41 UGT1A7 ZCCHC24 GNAT1 ARGFX CD74 NTNG1 CAMTA1 EVC2 RNF165 HELQ UGT1A3 CLEC16A INTS3 SBF1 GNAI2 TRIM29 TYSND1 CASQ1 TTYH3 INSYN1 SH3PXD2A PDAP1 SOX10 PRAF2 JCAD GALNT16 AGAP1 SLC7A1 CLDN19 UGT1A4 NFE2L1 ESPN FIGN PAK1 CABP7 ADARB2 MVB12B MIR4646_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4646_5P AFF4 LYN MANEAL TSEN34 AGO3 CCAR1 FN1 MARCHF6 NR3C1 CACNA1C CFLAR C21orf91 ETS1 PDK3 CUL3 HCCS GABRA5 BBX DCUN1D1 TGFBR1 ERICH1 EPHA3 GDAP1L1 ZBTB20 KCNE1 KPNB1 N4BP1 AOPEP PCBD1 COL6A3 FSD2 STEAP4 TBL1XR1 SEPTIN6 UNG TIMP3 ALG2 FAXC PALM BAP1 PDE8A METAP1 PCDHB7 ZNF670 B9D1 RORA GAS7 GRM5 MOB3B HSD17B8 DCTN4 KIF1B CNDP2 ZNF70 ARFGEF3 ORAI2 TOMM20 IRF2 NFASC BAHD1 FRMD5 CDH3 GCK CDH7 FAM168A SLC6A11 WDR31 ZNF547 TAF7 BNC1 VPS26C GABBR2 ZNF576 HS3ST3A1 CCDC97 HIC2 FSHR COLGALT2 TTC30B KATNIP SLC5A3 CPEB1 MS4A6A MTFR1L XYLT1 ADGRG7 NXPH3 COQ10A METTL21A SEL1L SPOCK1 CCNT1 DESI1 ITGB8 LRATD2 FAM118B FAM120C SOGA1 COPG2 NEMF GGT7 ANGPTL2 LHFPL5 GFPT1 ABHD2 NECTIN1 FAM214B KCNE4 SMIM7 LPCAT2 TBC1D16 ZNF544 ADRA2B CARD17 VANGL2 RAVER2 NIN CLASP2 HDGFL3 PMM1 DDX31 SUSD5 PAX7 SLC7A14 AGAP1 RFT1 ATP8B1 ARL8B HLA-DQA1 AAK1 FAM161B KLHL18 ZMYND12 ARHGEF33 INO80D SORD CDC23 STXBP5L FABP7 NEUROG2 ACVR2B ICOSLG RGS16 FPGT C19orf44 PLEKHA5 POFUT1 CYP2E1 FOXN1 MIR4424 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4424 WDR11 TMCC1 BTBD1 NDRG3 CREB5 AFF4 DIP2B C11orf96 ZNF160 HDX SH3GLB1 C2CD6 NKAIN1 SEC14L1 AGPAT3 ERBIN RRAS2 CADM2 TRMT13 ENPP1 VIP PKP2 CHRDL1 ARL13B TNFSF8 SC5D FUCA2 RAB10 HNRNPLL ZNF577 GNPDA2 SEMA3A LYSMD3 PTPN20 PDK4 RAB11A TMEM100 PIK3C2A UHRF1 MZT1 LDB3 GRB2 VCAN NR2C2 BRCC3 SLC2A14 TAF4 WAPL KLF7 PHF20L1 C16orf70 KIF2A SLC38A9 OPRM1 ACER2 CTCFL ADD3 GHR SLC28A3 POLR3F KLHL23 TAGAP NECAP2 SLC39A14 RABEP1 SMARCAD1 SLCO4C1 FASLG USP1 UHRF1BP1 IRF2 GABPA CNOT7 LRRN1 SPRED1 USP38 EPHA3 SMPDL3B SLC1A1 MON2 GLIPR1L1 MKX CCNJ NPAT LECT2 STARD3NL GATAD2B ZNF572 GPC6 GLUL RTKN2 GOLGA6L10 GBP2 SEC61A2 SOX10 STXBP6 POU2F3 ZFHX4 PYCR2 TAB3 ODF2L POLG FNDC3A CALCR MS4A6A ZNF322 ARHGEF33 NRIP1 PKHD1 CPEB4 STARD4 TFDP1 CNTN1 CTLA4 USP9X ZNF827 MAN1A1 CENPI GUCY2C NARS1 GRIN3A SRPK1 TMEM212 LDLRAD3 MIR2116_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2116_5P FBXO31 SLC30A1 SH3GLB1 ARL6 NEK2 ANKS3 MBNL3 CCDC59 CELF4 AEBP2 TNFAIP3 CHP1 KIFC3 FZD8 LPGAT1 TFAP4 PALLD RORA PTPN1 PAX5 AKAP12 GATA6 EXT2 ELK4 SPOCK3 PMS2 YWHAZ VASH2 FLRT3 PRH2 OGFRL1 MRPL19 IGF1R PHTF2 STYK1 ORC4 INPP5A RBM12 PPP1R3D GABRA1 MAP4K3 GCNT2 SDCBP ZBTB10 SRFBP1 NSD3 MYRIP PDZD8 TNPO1 DHFR SPAG1 WAPL NAPEPLD PSMF1 ERICH1 NOTCH2NLA MBNL1 FAM160B1 NUP50 KCNJ13 PUDP TSTD1 C8orf44-SGK3 ADAM12 PDE10A INSR TOMM5 TRAM1L1 PHF2 COA7 MEX3D EPHA6 CEP120 CNGB1 CCDC126 CALHM4 SLCO4C1 IQCK PIK3C2A TYW5 RBM47 H6PD TMF1 NME9 C1QTNF3 HADH GMEB2 DCUN1D3 ITPRID2 DDI2 SPX RBM46 GCSAM OPA1 ZNF12 ZNF708 TAS2R20 ZNF501 PIK3CB ZNF549 FOXL1 CCNJ SPACA1 FAM120B HTR1B PFKFB2 SORCS2 SGK3 FAM118A ATP10A BTC SLC7A14 FBXO36 GDAP2 DENND6A MYDGF TLE4 TENM2 NCAM2 ELOVL2 NOSIP MIA3 CUL1 COMMD10 SLC17A6 UBN1 BAZ1B ACYP2 RNF149 TSPAN2 SOS1 NHEJ1 NR4A3 PCNX1 LSM14A TENT2 EPPIN-WFDC6 ALS2 ZC3H12C DLG2 HAPLN1 ANKRD37 MB21D2 MIR4776_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4776_3P NWD1 PCDHA2 AFF4 AGO3 CUL2 MARCHF11 CADM2 SLC30A8 FBXO22 NR3C1 RAN FZD3 ZNF431 PCDHA10 TENT5D CUL3 HMGN1 ATG4B MARCHF7 LBH ZNF117 SALL1 SLC35F1 RAD51D PEX5L PAK5 MSL3 TBCEL CSAD CNTN5 ZNF138 VEPH1 PCDHA13 BICC1 CCDC88A EBF1 SLC16A7 GGNBP2 TAX1BP1 FAM71C HMGXB4 IQSEC3 ZNF611 ZNF667 FGF23 CFL2 TRIM33 TPRG1 PCDHA12 GOLPH3 TUBB1 LUZP1 PTGES3 YTHDF3 EXD2 ZNF676 USP25 ARGFX LRRC8B ZNF732 SYT2 C18orf63 AMOTL1 ZNF100 COL11A1 KIAA2013 PCDHAC2 ZNF107 RRAGD ZNF737 ZNF880 STRBP HYPK TRIM14 IGF2BP3 PCDHA11 TRA2B DPYSL2 RAB3C RAD23B EIF5A2 RARB PREX2 ENTHD1 APPL2 ESYT3 PCDHA7 PCDHAC1 RNF169 TACR1 ZNF493 ZNF329 CCDC68 SDC2 USH2A PCDHA1 PAQR5 ATG2B LRAT RP2 ANGPT1 ZNF709 ZBTB2 HAUS2 SP100 RUNX2 TRIM45 PCDHA6 SDC1 FAM135B ACTL10 DEPDC4 CLHC1 ZNF99 PCDH9 ARHGAP11A ARF1 GLYR1 SIAH1 PCDHA5 JADE1 ARHGAP32 ZNF322 PPIL4 KCTD4 ZNF708 HOOK1 ZNF816 C5AR1 PTCHD4 ZNF506 PCDHA9 ZNF600 STRN SRSF2 ZNF578 GDI2 ZNF793 PCDHA8 PCDHA4 ZNF714 CLIC2 ZNF468 C5orf15 NR4A3 PHF6 ADAT2 ZFP28 PCDHA3 POLK ALOX15 GAP43 MTMR9 ZNF730 GLIPR1L2 CXCL5 ZNF195 TMEM19 ZNF728 ZNF208 RASSF3 MIR3664_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3664_3P CASTOR2 PUS7 NHSL2 TMEM267 IRAK3 TNFSF8 ZSWIM5 C1orf210 DPP8 AKAP12 BEAN1 CDH19 ZBTB20 INTS14 ENTPD5 PPP2R5E ADK EML6 NGDN CCDC88A SV2B NFYA AFAP1L2 LLCFC1 DAZAP1 STEAP2 RNF4 PI4KB BPNT1 SGMS2 SARM1 UGT2B7 AGPS ORAI2 ASB8 PRX ROCK2 SLC6A17 SYNRG SLC23A2 STRA6 TMEM191C LRRC20 PRR3 EPGN COLQ RFC3 KLHL12 ACOT8 DCAF10 DNAJB9 PATL1 C7orf77 PMS1 PID1 AHCY AFG1L PUS10 FAAP24 NTRK3 AHNAK NAA20 ZNF860 CSMD3 KCNB1 COPZ1 TKT TAFA5 UBQLNL NRARP MFAP3 AP3S1 ATF7IP2 PSIP1 B4GALNT1 STK17B DNM1 CRTC1 CD93 RHOG RIDA TCTA S100A7A FNIP1 TUB PDP2 MTUS1 ZNF592 NFAT5 PIGA SIRPG TOX3 LRRC61 CECR2 MCL1 ZKSCAN4 PGM3 CAMLG LCK UNC5D GLI2 ARF4 SLC2A1 RAB6B TSPYL6 RGS4 DMRT2 GUCY2C FBN1 RAB9B GALNT15 MB21D2 CAP1 FAHD2B FAM98C CMTR1 MTMR4 RELCH PLA2G5 FBXO28 PNMA2 KCNU1 NCAPH TMEM50B ARL14 SETD7 ELL3 THOC2 NCR3 IST1 TMEM191B RPS3A TMEM201 SERAC1 ARIH1 CHAD DHRS13 F2RL2 GPC6 CCDC107 E2F7 BTBD7 RSF1 SLC29A3 COL6A5 CEP72 PCDHB5 BTN2A2 POMGNT1 MAP4K2 SDC3 ERGIC2 KY IL22RA1 RET PURA MIR199A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR199A_5P M6PR FZD6 CLEC2D PDPN RNF11 SULF1 ZNF544 ANK3 WDR76 DDR1 CCDC120 AKAP1 ASRGL1 PLEKHF2 MARCHF7 AUTS2 KLHL29 FLRT3 CSDC2 ECE1 ZBTB20 SLC25A23 PAXBP1 HSPA12A ARHGAP12 VPS26A PAN3 TSPAN6 GCNT2 RAB7A CDCA7L CCDC88C RAD23B ZFYVE27 BICC1 RALGAPA1 BCAM ZNF426 GPR63 PIK3CD USPL1 ABCA1 KL ABHD17C ITGA8 ZNF559-ZNF177 NTNG1 FAM126B MICAL3 ARRB2 ZFAND4 ZNF559 ZNF440 TAF9B NUDT5 FER GPRC5A GPR89A NAA40 PAX3 RGMA PPFIBP1 ARF6 BTRC MYRF MGAT4B PI4KA CELF2 ATXN7 TMEM220 ZNF589 CYP51A1 ZNF468 RASSF2 RBM47 ZNF763 SACS CCNL1 CLIP1 TGFB2 PODXL RFX3 POU3F2 IPO8 PPARGC1A ADD3 GPR89B ZNF479 HSPA5 PLXND1 RBPMS SLC24A3 TST ZNF329 ANKRD23 GNG5 SORCS3 SMARCD1 MAP3K11 ITGA3 KIAA1109 CLCN3 KDM3B FBXO4 ATG14 BEND3 RNF38 CCDC43 SIRT1 RCSD1 P3H2 FAM222B MARCHF8 ZNF704 ZFP90 AP1G1 CCNJ MGAT3 NFIL3 CRYBG3 PLXNA2 SHOC2 AGAP1 TAB3 ZNF418 ZNF516 EIF5B CELSR1 SLF2 NSG1 GSK3B HIF1A NCSTN ZNF773 ATP13A2 UBAP1 AFTPH DENND6A ZNF563 MINDY3 LXN NLK INO80D IL36B CECR2 ZNF584 USP31 WDTC1 GIT1 ZNF439 SOS2 FZD4 NINL HMCN1 PDE4D TUBG1 TPR NPAS2 SERPINE1 CREBRF NPY2R CEP350 CACUL1 ZNF189 ETS1 SUN1 ACVR2B MAB21L1 TMEM245 CACNB2 TXNL1 LIN7C KPNA4 ZNF579 WAPL ZNF195 ZNF776 TAFA2 ARHGAP21 HAPLN1 RASSF3 MIR30C_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR30C_1_3P PGPEP1 GABBR1 BCL9 STX5 CTNND1 ST6GALNAC5 KRT2 HS6ST2 METTL8 CCL28 MYEOV FABP4 IKZF3 DYDC2 GPATCH2 GCC1 ABCC4 IARS1 PRSS27 ARID4A ATP1B4 TRDN SYT14 SLC1A2 ORAI2 NT5DC3 SRRM4 DAB2 RASSF8 EBAG9 SF3A3 GNGT2 DDX6 TIMM21 ARHGAP9 MTCH2 NSMCE3 PPDPFL GAGE1 MEPCE ATG16L2 KCNB1 TSPYL4 SLC16A1 TSHZ3 HIP1 SLC6A11 MDGA2 CCT4 STK17B SH2B3 RLIM DMP1 UBE3A NAMPT DUSP19 MAML1 ZNF275 EIF4E3 PPME1 SUCLA2 C1orf105 NAV1 MPPED2 TPM1 PPP2R5C CREM SKIL CDK15 CA6 APOBEC3F PSG4 CELF3 MPP6 PELI1 TSPAN12 VGLL3 PSG1 AKAP6 COL4A2 SHOX ELK1 SYT6 MAP4K1 SYP SHISA7 FAM126A MKKS CLIC5 MXRA5 CHP1 FAM117B ENTPD7 STX11 RPS6KA2 RAB6C SNX20 TRIM32 RBM19 NIPSNAP3A GAGE12D GASK1A METTL7B CORO1C FRMPD3 SLC39A8 ZCCHC14 PLBD2 PATZ1 MAPK10 MARCKSL1 BAZ2A ADAM30 CDK8 PRR23C RAB6D PLXNA2 FAM199X MAN2A1 KRT222 LURAP1L AAK1 NIPSNAP3B PYGO1 NPY1R IFT140 SEMA4G SNAPC3 HNRNPL LOX JAZF1 SLC36A2 PAK1 STK4 SDC3 SSR2 GIGYF1 IMPG2 GRIN3A FAM117A MIR6847_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6847_5P AFF4 M6PR HMGA1 VOPP1 ASF1A ADAM19 TUSC3 HPGD SAMD5 CARTPT HPSE2 TRIM22 CDK2 ZNF550 ARMH3 TAFA1 ABL1 DGKE RAD54B ATP1B2 SGPL1 ACYP2 AFAP1L2 TMPPE RNF185 SKAP2 LRTOMT CYRIB HNRNPK LEMD2 SFTPA1 KIAA1522 EYA3 GUCY1A2 NFIX HSP90AA1 EXOC2 ZNF585A SEC22C SLC13A3 CAMK1D TFRC RAB3C KCNJ13 MAN1C1 CHIC1 RFX3 DTNA OPCML ARHGAP24 OSBPL9 RAB5B TRAM2 POC1B-GALNT4 DMWD CD80 TTC1 CD93 EXPH5 PSORS1C2 ZFHX4 CD34 ZNF516 LRR1 PARG FRS3 RBPMS RALGAPB CA12 USP37 RMND5A TAFA5 MAP3K9 ELOVL2 GALNT4 KIF5B PIGG EHHADH VGLL4 ZNF609 OCIAD2 FAM133A IL1RAPL2 IFFO2 ZNF626 SZT2 YTHDF1 TNS4 RBBP7 NRG3 HAO2 MYO1D MTMR10 KCND1 EBF4 CASR PPP2R1B HIF3A UBE4B KLHL20 MAPK1 TRPM1 DOCK5 ATP6V0B RPS6KC1 S1PR3 RNF212 HDX ZDHHC2 TWIST1 SCG2 TOR2A PSME3 SH3TC2 ZNHIT3 LRP11 ARL3 RUBCN MMP14 TRIM35 TMEM161B EFNA5 SAMD12 FAM102A FMR1 TYMSOS TTLL7 IGFBP5 RNF165 VANGL2 ERGIC1 COX6B1 IL10 SUFU ASTN1 ONECUT2 HGSNAT DPPA4 CTBP2 ACTC1 PDE6A ARL8B CSMD1 RNMT GNG12 PIGR TTC33 CBLN1 ZMAT3 VAX1 TXNIP POFUT1 PTGFRN MIR6715A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6715A_3P LY6K MINK1 SYBU SIRT5 ATM BPGM MEF2C TRMT9B ZSCAN5A OTUD1 ACSS3 SSR3 WNK3 PFKFB3 CRTAP AKIRIN1 DZIP1 PEAK1 SLC35A2 EDEM3 ETF1 NCBP1 PLEKHF2 TSPAN9 FBXW7 RAB10 SLC35F1 MAPK1 DCUN1D1 ARID4A SLC35A3 NPPA BCL7A ZC3H12B AMD1 RAP1A NECTIN3 ZBTB14 WWC1 ASZ1 FRS2 UBR5 COX7A2L PLSCR5 ABCC4 CHIT1 CALU TET3 HMGXB4 NABP1 RNF103 AGGF1 C1QTNF7 IST1 DPYSL5 PRDM1 EFHC2 TDRP SLC35D1 SULF2 IGF2BP1 AGO2 SGIP1 SUB1 RPRD1A BBX SRSF6 MICAL2 PDIK1L SNAP25 GRIA3 CA13 NUAK1 SASS6 MEX3C CTDSP2 CDYL2 GLRA2 NR3C2 FNIP1 NPTN ZNF454 RPS6KA6 ROR2 PBX1 CAST MYO3B RBM15B NBPF3 PAQR9 CUL4A TACC2 INSM1 EPB41L5 EIF3A TRMT2B NOTCH2 FBXO4 SEPTIN7 MORC2 RAP2A CD163 ZNF547 FUBP1 CLDN5 EREG SRP9 TMEM181 LCOR YIPF4 FNBP1 GSKIP ZNF516 EIF5B PUM2 RAB29 ZKSCAN5 DYRK2 FOXO1 GUCY1A2 GIGYF2 UBE2B NRAS FGF13 STK38L KLF3 TGIF2 WDFY3 INO80D PRRC2C CNTNAP3B UBE2D2 MAPK6 KCTD9 TCHHL1 ASPN SDE2 SGK1 SNX4 CSE1L TTC14 ELK3 CCDC113 ZNF106 ELOVL5 RPRD2 CCN2 PAK1 SEL1L GTF3C4 ARID2 AKAP6 ZIC2 FGF1 SPHKAP NR4A3 ZNF214 ZNF827 ZMIZ1 KPNA4 SOCS5 MRPL44 FBRSL1 CDS1 MIR5584_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5584_3P SIRT5 SIX4 C12orf66 TGIF1 BCAR1 FOXO3 TENT2 SATB1 CXCL1 OGT KIFC3 HNRNPH3 SAMD9L LARS1 RORA RGS2 PLAC8 CNTN4 DDR2 ANP32E VASH2 HHLA2 FLRT3 NFAT5 OGFRL1 GNGT1 ZBTB20 CDC73 FBXW11 DNER SMAD5 TMED4 PAN3 SPCS3 RAP1A TAL1 GH2 FAM126B KPNA2 UTP3 DOCK9 MAP3K2 NUP50 TBC1D24 PPM1A ATAD3C CCSAP MARCHF1 ADAM12 ZNF225 GPBP1 CDYL DCSTAMP CGNL1 CALR KATNBL1 PHF2 CDK14 MEX3D RAB12 EPHA6 SAMSN1 ZSWIM6 HACD2 ATP2A2 NETO1 TMPO PIK3C2A CSH2 DACH1 FAM13B FNTA POGLUT1 CCNL1 NLGN1 CNMD WASHC5 LONRF1 CHIC1 BLOC1S5 CEP135 EIF3J MYSM1 FERMT1 IQCK HERC3 PCDHB6 TBC1D19 TMSB4X ZZZ3 MTOR NAA15 PREX2 ZNF704 THSD7A KIAA2026 HTR1B PDE6C TMEM117 STMN2 ATP2B2 NFIA KCNA4 METRN KIF13A CISD3 FBXO36 VNN1 DEFB110 NAAA KCNH7 NCAM2 BCLAF3 PCDH10 TTLL12 PTPN4 DTL DPY19L1 PALM2AKAP2 CAPN7 RNF149 SLAIN2 PLEKHA1 LRRK2 DCAF4L2 KAT6A SV2A PCYOX1 LSM14A AFDN SMG1 PPP1R14C ZBTB10 ZC3H12C PCNX4 RIMS2 AREL1 ARFGEF1 RIOK1 SATB2 MIR199B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR199B_5P M6PR FZD6 CLEC2D PDPN RNF11 SULF1 ZNF544 ANK3 WDR76 DDR1 CCDC120 AKAP1 ASRGL1 PLEKHF2 MARCHF7 AUTS2 KLHL29 FLRT3 CSDC2 ECE1 ZBTB20 SLC25A23 PAXBP1 HSPA12A ARHGAP12 VPS26A PAN3 TSPAN6 GCNT2 RAB7A CDCA7L CCDC88C RAD23B ZFYVE27 BICC1 RALGAPA1 BCAM ZNF426 GPR63 PIK3CD USPL1 ABCA1 KL ABHD17C ITGA8 ZNF559-ZNF177 NTNG1 FAM126B MICAL3 ARRB2 ZFAND4 ZNF559 ZNF440 TAF9B NUDT5 FER GPRC5A GPR89A NAA40 PAX3 RGMA PPFIBP1 ARF6 BTRC MYRF MGAT4B PI4KA CELF2 ATXN7 TMEM220 ZNF589 CYP51A1 ZNF468 RASSF2 RBM47 ZNF763 SACS CCNL1 CLIP1 TGFB2 RFX3 POU3F2 IPO8 PPARGC1A ADD3 GPR89B ZNF479 HSPA5 PLXND1 RBPMS SLC24A3 TST ZNF329 ANKRD23 GNG5 SORCS3 SMARCD1 MAP3K11 ITGA3 KIAA1109 CLCN3 KDM3B FBXO4 ATG14 BEND3 RNF38 CCDC43 SIRT1 RCSD1 P3H2 FAM222B MARCHF8 ZNF704 ZFP90 AP1G1 CCNJ MGAT3 NFIL3 CRYBG3 PLXNA2 SHOC2 AGAP1 TAB3 ZNF418 ZNF516 EIF5B CELSR1 SLF2 NSG1 GSK3B HIF1A NCSTN ZNF773 ATP13A2 UBAP1 AFTPH DENND6A ZNF563 MINDY3 LXN NLK INO80D IL36B CECR2 ZNF584 USP31 WDTC1 GIT1 ZNF439 SOS2 FZD4 NINL HMCN1 PDE4D TUBG1 TPR NPAS2 SERPINE1 CREBRF NPY2R CEP350 CACUL1 ZNF189 ETS1 SUN1 ACVR2B MAB21L1 TMEM245 CACNB2 TXNL1 LIN7C KPNA4 ZNF579 WAPL ZNF195 ZNF776 TAFA2 ARHGAP21 HAPLN1 RASSF3 MIR10393_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10393_5P UNKL KPNA1 TBC1D25 SIX4 SIKE1 GRM5 UCP3 ABL2 TMEM265 IL6ST RGS20 ZNF544 THEMIS SEMA6A TARDBP SAMHD1 CERT1 ZNF302 MBD1 MCUR1 RBM39 CTTN SLC47A1 LRRTM4 FAR2 ARL13B DNTT COL17A1 ZNF117 PIAS1 ZNF532 MYOF USP22 HTR2C FAM107B PDPK1 SMIM8 ZNF268 PAPOLB ARRDC2 RANBP3L ZNF382 GIPC2 ZNF761 ZNF781 FCRL2 DLX5 ZNF568 FUT9 ADAM7 C2CD6 GFRA1 ZNF765 SLC10A2 ZNF229 ZNF711 RERG RREB1 SPINK5 AVL9 DISC1 ZNF514 ZNF322 CYP2U1 BEND7 ZNF37A ZSCAN12 ZNF676 KRBOX4 RAB39B TMPRSS11A MSANTD3 MMP20 ZNF594 CAMK4 ZNF468 TXNDC17 IDH3A CEP44 GPR180 CYCS TBC1D9 FBXO47 HNRNPU PLCXD3 SMAP1 NONO HNRNPA0 CNOT6L JAM2 MEX3B EMB ZNF347 LPP ACKR4 ZFP90 RAB28 NBEA PIP4P2 ZNF684 ZNF816 DENND1B YIPF4 GIN1 CA8 RBM18 SLF2 WDFY2 BTG1 ZNF28 PTK2 SLC40A1 ZNF813 RC3H1 CCDC71L JADE1 COL4A1 KLF6 LRIF1 ZNF233 ANOS1 MYEF2 CEP126 NRIP1 PIGR LBR MFSD6 CEP128 ADAMTS3 MARVELD3 ZFP1 STT3B C1orf52 RAB27B ZNF780B MAPK8 BICD2 ZNF189 RAPGEF4 CNST ERC1 POLD3 UBE2V2 EXOC5 ZNF195 CNTLN ZNF208 MIR642A_3P_MIR642B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR642A_3P_MIR642B_3P AFF4 SYT17 NCOR1 ZEB1 ARL6 GAB1 PDCD10 MARCHF6 CBL RNF11 SLITRK4 RSBN1L PMS1 NCOA7 PGR CACNA1G EXOG CPLX2 RHOT1 SYNCRIP TMEM116 CEP57 MYOF SLC35F2 BASP1 CDH22 BCOR SPRY1 USP27X CEP63 EML6 ANO5 FAM13C NCAPG2 AP1S3 MTMR7 WAPL CENPE C6orf89 LEMD3 LRRFIP1 BCL2L2-PABPN1 BEND4 LRIG3 BEX4 NDUFA4 MYO5A SFT2D1 ZNF559-ZNF177 CCDC144NL SH3RF1 GCLM EDDM3A SOD2 NIPA1 USP25 ZNF449 SMOC2 BAZ1A NIT2 IQGAP1 PROX1 CD200R1 IFNA8 DENND2D TMTC2 SPRED1 PRIM1 ZNF177 TP53BP1 YRDC PCDH12 YLPM1 HNRNPU VGLL3 TMED4 SLC4A8 GOLGA4 VKORC1L1 SEPTIN7 GPC6 IFNG AMHR2 GTPBP10 ATG12 CHST1 NNAT ETNPPL CXCL3 MMP10 RAB28 RAD51B PTPRG PCDH18 TXNDC15 AGO4 RNGTT PTPN5 SERP1 PPM1A SEPTIN3 C11orf53 COPS2 COMMD2 DHX32 FRK TPH2 ATP8B1 SCN3A CSMD1 ZNF350 DIP2C PPP2R1A ILDR2 SCARB2 ADORA2B DCN JPH1 MEIS2 SRGAP1 SKP1 PABPN1 SERPINE1 SPESP1 TSPAN12 VPS26B GTF3C4 C5orf15 TEAD1 KRT75 QPCT TPPP PPP2R2A POFUT1 ARSB FLT1 SLX4IP MIR122B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR122B_3P PWWP3B TFG MMD GRIA2 TMEFF1 GAD2 FOXO3 RINT1 UBN1 PDCD10 UCHL5 TMLHE DNAJB4 TANGO2 PHC3 OR10W1 RUNX1T1 PLA2G12B UBE4B RRAGB PPP1R2 ZIC5 SAMD8 WTAP ZNF326 LAMP1 CPEB2 MSANTD3-TMEFF1 PSEN1 AKAP11 TMEM164 CCL28 PEG3 PARD3B RAD54B STAU2 HS2ST1 FAM122B COBL FYTTD1 GPR161 SMAD7 POLR2M SP1 SLC35B3 HOXC9 TMEM43 CAMSAP2 CANX SRCIN1 CHIC2 MLX TOGARAM1 TOPORS SS18L1 GRM5 CTDSPL UMAD1 GPM6A AGTR1 PHYHIPL APPL1 PCDH19 RC3H1 TIAM1 FOXR2 RPS6KA6 TSC22D2 MAP3K1 CDK8 CYP3A5 ALCAM FSBP GCOM1 SRSF2 BCL2L11 DCUN1D4 C2CD3 SNRK ATP1B1 MAP2K4 DDX4 ZFP42 RDX ELL2 TAP1 PDE4B CLCN4 FAM83H ZNF704 YWHAG PCLAF SEH1L BTBD7 SERINC5 FXR1 RIPK1 C9orf72 STMN4 TMEM94 USP51 UBA3 WDR33 AAK1 HERC3 STK38L NAV3 ANOS1 CCDC85A ZZZ3 ING3 OARD1 CDADC1 RPS10-NUDT3 WDR82 NFYB LOX PDIA4 TRIO HSD17B11 COL19A1 RIPOR3 PPP1CC MYCL PRKG1 SMARCE1 RTN3 CDK14 USP4 MBNL3 NUDT3 NAP1L5 TMEM242 MAGEB18 CDK17 PPP1R1A ZC3H12C FAM117A ZNF800 KIRREL3 DHRSX TMA16 MIR3652 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3652 ASCC2 YY1AP1 GRM4 MNT AGO3 FCRLA OSBP2 ZNF281 TREM1 PRADC1 MLEC TSHZ2 PITPNM2 PEDS1 MYL12A UGT3A2 RNF43 GLS HJV GRAMD1B HEYL SSH2 N4BP1 FAM222B GUCD1 SINHCAF WWC1 PHACTR4 SEMA6C THAP5 STAMBP IREB2 RHOQ PTCD1 RPP14 SEZ6 ZNF33B CLNS1A IGF2BP1 AGO1 BMX RPRD1A ATG13 MPI CEP170B SUSD6 ORAI2 ATP5MF-PTCD1 TPCN1 BCL11A RERE NTRK3 ST6GAL1 DIPK1B ST3GAL1 CFH HYDIN SKP2 ZNF329 SLC26A2 DEDD2 CBX5 KDM3B ANKS1A EFNB3 SPOCK2 PPIL2 SPRED2 PLEKHM3 CCDC3 TMEM248 ADCY1 TCP10L2 POU2F1 RSPRY1 PSD2 TECPR2 CACNA1H MYLK4 LUC7L2 ZFP91 SYT1 PPP1R3B SDHAF3 UNC13D KLF6 ZNRF3 MBD2 EPS15L1 OPA3 PARP16 MFAP1 DISP2 ELK1 ZDHHC7 FLNA MYEF2 ZDHHC22 PPFIA2 TRIM40 RASGEF1A TACC1 STUM RARB MCUR1 PPIP5K1 FARP1 VASH1 PLXNA4 KLHL42 NECTIN1 CHD2 FMC1-LUC7L2 ADPGK UBOX5 SHROOM4 TIMM23 HSPB6 DPYSL5 CORO1C ARGFX KRT85 SIK2 POTEM IGFBP5 DDAH1 PHLDB1 XPO6 DOK3 SH3PXD2A DUSP8 PPP3R1 PLXNA2 SLC7A14 SEPTIN3 L3MBTL2 AAK1 ZMYND12 TRMT61A GLYCTK CCDC28A DPY19L1 ST8SIA5 ZNF827 SDC3 SMPD3 UHRF1BP1L CLOCK GRIN3A TTBK1 DGAT2L6 PURA MIR3187_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3187_5P AP4S1 CREB5 SIKE1 HOXA13 TMEM41B COL4A5 TANGO2 CHL1 RAB11FIP3 FGF14 SIDT1 PTGES3L KDM2B SC5D SRR C1orf210 SAR1A DCTN5 CMTR2 TRABD2B PSD3 GDNF SSH2 RMI1 YAP1 APPBP2 PPP2R2B DAB2IP NRP1 GPI IFT122 GABRA1 FMOD CCP110 CXXC4 ORAI2 AKAP13 ARF6 BTRC ABCB8 ZNF322 SEC14L1 PHF21A SPRTN FBXO33 KCNB1 FMO5 APBB2 NF2 JRK CRTC1 ZNHIT6 CKAP4 RD3 TPI1 RC3H1 PRR14L LRRC31 SEC63 ATP8A1 GIPC3 DDX11 KCNK2 GRK6 SLC17A5 PTEN IPO9 ZNF609 FOXP4 CMKLR1 ACP6 YTHDF1 PPP3CB TMEM127 FUS CCNT1 GPR62 TFAP2A NOS1 LRRC41 TRMT13 FAM120C AHI1 NDOR1 NUDT19 SLC25A12 PRELP CEACAM7 SRFBP1 NECTIN1 PLEKHM1 WNT4 RPL28 NFAM1 SMPD1 ARRDC3 TCTN3 MARCKSL1 PLOD1 RARB CLSPN GTPBP10 ZBTB8B SMAD6 GAB2 ARNT2 PRND RBMS2 LRRTM3 NUFIP2 HIVEP3 NLRP14 RYBP LARP1 MIR661 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR661 CBX6 RHBDL2 SCMH1 FHL2 CARD11 PTPA GRIK3 WT1 DNAL1 IL17RA CFAP61 P2RX6 BTBD9 ARRB1 CCDC69 GRAMD1B LOXL3 NCOA1 SGSH TOM1L2 HOXB1 DSTYK TMPRSS13 STX1B ACSBG1 PTK6 SCD GAS7 TMOD1 PIP4K2B OTX2 ATP10B NRXN2 KCNQ5 SARM1 NGEF GRIK5 NFIB LYRM4 MAP3K3 CUX2 SCRT1 KCNAB2 TSC1 SORT1 AMACR SEPTIN8 CNBP GALNT9 C19orf47 MYH9 FAM214B KCNB1 PTPN3 KCNG4 ZNF83 MYO15B ADARB1 CRTC1 TMEM104 SLC41A2 C11orf95 SLC35E4 PPIE EXPH5 TMEM248 NCCRP1 TCTA ATPAF1 IQCJ ECE1 C22orf46 LRCOL1 CEACAM8 KLC2 PPM1L FAT2 AASS GJC1 NAGA C2orf76 POLM CORO2A SLC38A7 TOB2 SLC17A5 CSAG1 GNAO1 DDA1 MSI2 STK40 NHP2 ZNF597 PRKCSH U2AF1L4 ATOH8 ATP11AUN NUDT16 CALCOCO2 KCNJ10 ZER1 IL23A PLEKHA6 FKBP5 NDST1 NLGN2 KLRD1 VASH1 KIF1C BAGE2 FBXO41 MAVS TOR4A ITPR3 FMNL3 ARHGEF4 PIK3AP1 RNF216 SHROOM4 ELAVL1 HSPB6 ELAVL3 RNPEPL1 NFAM1 SMPD1 GSPT1 APOL6 FAM160B2 GGA2 PIK3R6 GATA2 NYX TTYH3 SH3PXD2A TTC28 SAA2 BRWD3 AGFG2 MDGA1 KCNQ3 KCNIP3 CHRM1 NMT2 SCAMP4 SEMA4G PRIMA1 TP73 FZD4 PHF12 KCTD15 NAA25 SRGAP1 UBE2Q1 SNAI3 TBC1D30 TAF8 RPL28 PLA2G4E UPB1 ARMC9 MIR4499 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4499 FARP1 NUDT4 SSX2IP ZEB1 CDO1 ZNF566 FAM104A MLC1 CTSL KDM4D BNC2 NEPRO MAP1B UBE2E1 CHRD SGCZ SERPINA1 SECISBP2 HNRNPR API5 PPFIA2 PHF24 LAMP2 FAM120AOS CASP10 PAN3 GRID2 ST8SIA1 FAM20B PCBP2 PHACTR4 TNPO1 RBM5 RADX CENPE PEX1 NAPEPLD TSHZ1 DCX FAM160B1 SHROOM3 ZNF236 FAM216B SETBP1 SAP30L IRAG1 FAM122C HIF1A MKNK1 DOCK5 DEPDC1B UPP2 CRK NPAS3 MAP3K19 CDK14 USP46 MANEA DNAH12 CLK1 RNF6 DIDO1 CLRN1 PIGA GAREM1 LRCH1 WDR47 FSBP RFX3 NUCKS1 UEVLD TRIM29 LPIN2 GRM3 SIAH3 GAS2L3 TET2 PPM1D RNF138 NAT8 SNX18 CSTF2 PITPNA RALYL ZNF264 PGRMC2 RANBP17 CNOT4 ZNF24 PATE4 LMBRD2 RC3H1 RILPL2 NEUROD4 SEC63 AKIRIN2 RAB22A UBE2W SLC6A16 ANKRD34B RPS6KA5 CIT TRIO SDE2 MAGI3 ACSL6 PRKG1 CREBRF KIAA0825 VWC2 PTCHD1 LYRM7 KPNA4 RYBP GBX2 ARL15 MS4A8 MIR186_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR186_3P EGR2 BCL6 BTBD1 HMBOX1 MARCHF6 TPM4 UBE2E2 BCL9 RNFT2 EFTUD2 NUSAP1 BCOR ARMH3 CMTM4 ZC3H12B ELAVL4 TMX3 PPP2R2B MGME1 CCDC83 FOXP2 ZNF484 PUM2 UBE2E3 DHX36 AP2M1 DUSP3 SP1 PAPPA CHRNB1 LIN54 CDK1 ARHGAP5 GABRA2 NTN5 SELPLG ADAR ZBTB4 TDRD9 C4orf19 DIPK2A RAB11FIP1 ST8SIA3 GK KDM2A IL2RA GABRG2 KCNB1 VPS4B MYB TAL1 LPP RICTOR MYCBP RBMXL2 RAB30 ATRX ATXN1L CLEC3A B4GALT5 RAD54L2 PDCD4 HLCS SMCR8 VSTM2B RALGAPB AZIN1 MAP3K9 PABPC4 BCAR3 SLC38A1 CTCF INSR ADIPOR2 CARF CHEK1 WNT11 GALNT7 NAP1L1 ATP2B2 PDZD7 KANSL1L SAMD10 UVRAG TGDS LRRC41 CD52 CRAMP1 SRL PRKAA2 EIF4A2 FAM117B TNKS1BP1 LPGAT1 CYB5D1 CTNNA3 CROT CELF5 LDB3 CPD WSB2 GPR37L1 PMAIP1 ACBD3 CYP20A1 SH3RF1 CCR9 CALHM5 MEX3A MEX3C RNMT HEG1 PLPP6 DOK6 PBX1 B3GALNT2 KREMEN1 HIBCH FEM1C SNX30 SOCS6 EGR4 VEZF1 ANKIB1 GLS MAN2A1 FOXO4 NFIA PHLPP1 CNNM1 SYT11 OGA VIRMA SUV39H2 HOXD11 TRIM59 GK5 ST3GAL2 SQOR WIF1 MACC1 UBE2Q1 FAAP20 CACNB2 PRKACB TNRC6A MIR548AU_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AU_3P MDM4 SURF4 ADAM22 AFF4 CAMTA1 CACNA1E SOGA1 RARB RPGRIP1L NDC1 FAM117B BNC2 SPCS2 LGI1 SRSF10 FAM76A C9orf152 SLC8A3 LRCH2 UTY MORN4 MPPED2 COPZ1 RAP1GDS1 CA10 PER2 LIN28B ARID4A MTF1 ZNF550 RNF128 E2F5 RGS4 NUDT13 RDH11 DAB2IP FAM107A UBE2QL1 TBL1XR1 SMIM20 SLC27A4 SLC25A27 PARN PROSER1 CADPS ATP5IF1 PTBP3 RELN RRAS EIF2S2 TAF4B STK17A PKP4 CRK ELAVL1 SCN2A EEA1 DGLUCY CREB3L2 KCNA1 CBFB TNRC18 SOX6 OXSR1 MEX3C RTF1 NAV2 PLAAT5 C2orf69 KNOP1 PRR3 FNDC3B NPNT MBP ZDHHC17 FAM167A C5orf24 KITLG MAPK4 CAPN5 ARHGEF3 EIF2AK2 FMNL2 NIN SCN1A ATF7 QDPR HSPA13 YTHDC1 MED4 KIAA1217 C3orf70 GNAI2 MKX JADE2 HMMR FOXN2 CYB5B FCER1G NAV3 PPP1R11 FAM210A PKHD1L1 ESYT3 ADAM10 ATAD2B RDX STRN3 ANKS1A SNX30 MIER2 SIRT1 HCN3 CA9 RAB21 ABRAXAS2 PHACTR1 TOX CDH9 BMP3 SHOC2 NRIP3 PRKD1 FLOT2 PACS1 ANP32A MYC PGRMC2 ATP1B3 ADCY5 NKTR CRACDL CALCR CDC25A GPR22 ARNT2 UNC13C DIXDC1 CDH13 ZZZ3 KCNH7 PDE7B DENND1B FAM81A TMEM251 FOXN3 FGD6 TRARG1 EDAR JAZF1 LHX2 RNF44 CAMLG LEF1 GAS1 GPRIN3 MIDEAS SCN2B CENPS LUZP4 FUT8 INHBB ZFP28 PRKACB ATP11C XKR6 RALGPS2 ANK3 UBP1 MGAT4A MTMR10 ZNRF3 MIR4481 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4481 SCN3B DENND10 CD22 HDGF EZH1 KIAA0040 DTNA SOGA1 ADGRE3 VIPR1 CDIN1 LYPLA2 PLAGL2 CACNA1G SRMS SNX22 SERPINB8 KDM6B PITPNM2 OTULIN MR1 SLC35E2A SC5D ZDHHC3 ZNF532 SLC35A4 ITGB1BP1 CDH5 LSM12 SRD5A3 SLC12A6 SLC25A35 ZSCAN22 APOBEC3H PLAT NECTIN1 TBC1D12 CLCN6 KCNQ5 ZNF213 CIPC VAPA DNAAF3 HR CDK11B ERC1 RGL2 FAM214B PHYHIP CREB3L1 KCNAB2 KCNK3 MOB3B ELAVL2 SLC1A6 MGA ZSCAN12 DAZAP2 KRT76 MLLT10 DHRS3 ARFGEF3 C1orf21 IRF6 MPV17 SLC6A17 PXYLP1 IRX6 LARP4B CISD1 BCAT1 BAZ2A ATG2A CDK11A PPP1R15B TCF21 DNAJC5G GHDC ZC4H2 USB1 PYGM UNC5D SBK1 SEC24C GLUL KPRP ZNF704 AP1G1 FGFR2 ZNF407 GMEB1 CD28 GEMIN2 NOVA2 EAF1 SLC35E2B HYAL3 ADRB3 NATD1 EFNA2 CFAP47 GNG13 PSD2 CYP1B1 MLLT1 PACSIN1 SLC16A2 ALPK3 MSR1 NOVA1 ZNF581 ARF3 PTGDS GRIK1 PLEKHG3 DLX3 RUFY4 XPC FAM185A KCNMB1 PATZ1 KAT6A NUDC LONRF2 CAMK1D CLCF1 MECP2 SENP3 ESS2 MMP25 MBD6 TNFSF12 ZER1 MIR21_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR21_5P TMEM170A OLFM3 HSD17B4 BEST3 RBPJ MEI4 HIPK3 TPRG1L DLGAP1 RECK SYT15 PDZD2 UBE2D3 AKAP12 SPRY2 THRB MED21 TGFBI C7 FAM13A CCL20 MAST4 ZNF367 CPEB3 JAG1 PTPN20 RSAD2 MALT1 MINDY2 SPRY1 BCL7A CASKIN1 YAP1 PAN3 PPP1R3D CCL1 ELF2 RAD51AP1 TIMP3 RALGPS2 MSH2 PLAG1 SMAD7 CNOT6 KBTBD6 RNF103 NIPAL2 LATS1 BCL11B CSRNP3 GLCCI1 KRIT1 YOD1 FAM3C EPM2A ANGPTL5 NFIA LTV1 ANKS1B GPATCH2L PITX2 EPHA4 SLC30A10 SOX5 KLHL15 EHD1 FRMD3 PLAA FASLG BCL11A RBMS3 TIAM1 PCSK6 PBRM1 VCL ZDHHC17 GLIS2 OSR1 MAP3K1 BAHD1 ARHGAP24 CHIC1 ALX4 SKP2 PDCD4 NIPAL1 USP15 SMARCD1 ADGRG2 PRDM11 MATN2 GRAMD2B KDM7A GATAD2B ITCH DUSP8 FDX1 NTF3 RP2 ZNF704 ARL1 RAB6D UBE2D1 FGF18 RASGRP1 RASA1 CUX1 ATXN10 KHDC1 SPEF2 PLEKHA1 LPA KHDC1L STAG2 RMND5A STK38L KLF3 SKI NFIB MPRIP LRRC57 PPP1R3A MCMDC2 BTG2 UBR3 SOS2 ZBTB41 PPP1R3B CDH7 SCML2 NEGR1 STK40 CREBRF TENT5A MBNL3 PELI1 WWP1 CLIC2 CLDN8 RASA2 GABRB2 GID4 IL12A NKIRAS1 STAT3 CFAP300 KCNJ10 KDM1B NPPB MIR6752_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6752_3P MINK1 CASTOR2 ENSA GSG1L HOMER2 PTAFR MLEC KDM6B ZNF324 TNFAIP2 KNCN EXOC7 JADE1 PPP1R18 BTBD9 CTNND1 DCAKD SEPSECS RAD23B ARHGEF19 MAPKBP1 EFNB1 CD274 LIMS1 IQSEC3 SP1 ELOA ATP6V0A1 SERPINF2 PTPRU DLG4 GPR17 CPLANE2 DMRTC2 AGO1 LYNX1 RNF7 PHF2 APLNR DNM1L ZBTB4 SLC6A17 EDEM1 RIPOR1 FOXO4 LMX1B NTRK3 NFASC POU2F2 KCNAB2 RBFOX2 FAM163A DTNA P2RY2 ADRB2 SNPH CASD1 NHS CTNNBIP1 GRAP2 KDM7A SCAMP2 IKZF4 ELFN2 CXCR5 SMAP2 MAP3K13 CRTC1 TMEM104 NRIP3 ATXN1L GPR6 HIC2 ADAM15 EFR3B FAM222A MICAL2 ANO1 RNF40 DNMT3B MMP24 OTOA SNX19 NXPH3 KCNH3 STK40 FOXP4 ETV6 GPCPD1 ICE2 SNX8 GPX3 SCRN1 CDS2 PDGFB CADM4 CCDC22 PPP2R5D NLGN2 VASH1 DERL2 SRFBP1 CPD PHF12 ZFP41 TBC1D7 GLCCI1 HCFC1 KLF13 CALN1 WNT4 AQP1 XYLT2 ST13 SUFU MVK FBRS BRWD3 KLHL6 CLDN19 LINC02693 AGAP1 IP6K1 FTSJ1 CNBD2 PTBP2 ARHGAP28 PIP4P1 ST8SIA2 HS1BP3 LTA NEURL1 TUB PNISR TXNRD1 PRR12 POMT2 TRPV5 GUCY2D KCNQ4 GRHL1 ATRN MYOG TMEFF2 MIR10395_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10395_3P VSIG1 IPO5 ZEB1 FZD6 GOLT1B RETREG1 PARP3 QKI RPF2 PAXBP1 RAD54B FOXP2 TNKS2 IRF2BP2 CCDC88A SPIN2A TGOLN2 CEP170 CCNG1 PPP2CA ZBTB5 KCNT2 C18orf21 ACBD5 ATRNL1 POLR1B FAM126B CUL4B ZNF440 DBT SHFL IL7 GPALPP1 GSK3B MATR3 KCTD12 RNF182 IGSF10 GTF2A1 RASGRF1 ANKS1B RPP30 PLAA ADD3 DIP2A RAB3B DNAJC18 UQCRB MFSD14B ODF1 PER1 ZNF704 SPARC AMER2 CETN3 NMNAT1 CD34 HERC4 PPM1B SH3BGRL CCDC71L ANO3 ATXN7 FHDC1 VPS53 CHRNA5 CEACAM5 ZNF696 HNRNPH1 ZDBF2 ALDH5A1 NR1H2 TOB2 LRRC1 PSMD14 PSG11 SYPL1 NLRC3 KLF6 MOB4 OPA3 NUP58 VGLL3 MFSD14A ZHX1 YME1L1 HSPE1-MOB4 TM7SF3 MGST1 KRTAP4-2 VPS13A ZYG11B CLGN TLL1 KLHL42 ATP11B PRDM8 ZNF865 ZCCHC8 SNX1 KCTD6 CADM2 FRY SFT2D2 CYP20A1 ZNF37A UGCG HPF1 PSG2 ZNF554 OTUD4 FSBP EPHX3 RPRM MED13L GOLIM4 ACE PSG5 TOX TLCD4 ZMPSTE24 ZNF131 KIF13A YTHDC2 PRND GTF2B FAM161B EBNA1BP2 NLK ZNF519 AJUBA PDE10A ZNF439 OXR1 ZFP1 DSE RABL3 KLF5 SLC51A SYT10 WASL PGM3 MIR3177_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3177_5P NAA16 CASTOR2 ARPC3 PUS7 SELENOI SAT1 FHOD3 BCL2 PAMR1 ZNF749 UCHL5 GK CYP1A1 FPGT GRN BCL2L14 ZNF254 PCBD2 PSMC2 MAGI3 GNAI1 ZNF117 GATA6 ZNF273 SPTLC1 HSPA4L PLPPR1 SLC24A2 CORO2B HBP1 MEMO1 GOLM1 STEAP4 ATP11A UNC5A BAG2 GLCE PHF12 HMGXB4 ZNF559 OCIAD2 ANKMY2 RCSD1 JADE1 RHOQ INSYN2A GABPB1 PAPOLG ABCE1 ADD3 SET MEA1 CYP20A1 HTR7 PPM1G MOAP1 LMBR1 STXBP5L CDH2 RPL28 ZNF43 RSPRY1 NMBR UBE2K ATXN7 ZNF716 MAPK9 FNIP1 ZNF143 ZNF257 STAT6 DKK1 RANGAP1 HIC1 SYT16 VPS13C TP53INP1 EIF5A2 ZNF92 CCDC186 CD58 USP10 RLF SLC24A3 PYGB SORCS3 ACADM GRAP2 POU3F1 ZNF681 CHD1 ZNF708 SLC2A11 RNF38 LRRC8C THBS1 RNF138 ASXL1 RP2 ENOPH1 LTBP3 PCDH18 FOXD3 CNKSR3 ELL YY1 KCNC1 ATP2B2 TAB3 IGFL2 FABP2 KDM5A RASD2 NTN1 TCTEX1D1 GSK3B STRAP EPHA4 PPP1R3B TBC1D23 SEC63 RAD51AP2 PTBP2 NUP160 PTPRF ENKD1 NCAM2 PPP1R3C CBX4 SNTA1 PTCHD4 MAPK6 ZNF430 TCHHL1 ADAMTS3 TRAT1 CTLA4 RPS3 ZNRF3 ZNF10 SMURF1 PRR12 ATOH7 WWC3 DKK2 WNK1 B3GNT9 BRINP1 CUBN TBC1D8B AUTS2 GRHL1 GPSM2 GNB4 FGF7 ZNF208 INTS8 AKT3 MIR21_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR21_3P PWWP3B TFG MMD GRIA2 TMEFF1 GAD2 FOXO3 RINT1 UBN1 PDCD10 UCHL5 TMLHE DNAJB4 TANGO2 OR10W1 RUNX1T1 PLA2G12B UBE4B RRAGB PPP1R2 ZIC5 SAMD8 WTAP ZNF326 LAMP1 CPEB2 MSANTD3-TMEFF1 PSEN1 AKAP11 TMEM164 CCL28 PEG3 PARD3B RAD54B STAU2 HS2ST1 FAM122B COBL FYTTD1 GPR161 SMAD7 POLR2M SP1 SLC35B3 HOXC9 TMEM43 CAMSAP2 CANX SRCIN1 CHIC2 MLX TOGARAM1 TOPORS SS18L1 GRM5 CTDSPL UMAD1 GPM6A AGTR1 PHYHIPL APPL1 PCDH19 RC3H1 TIAM1 FOXR2 RPS6KA6 TSC22D2 MAP3K1 CDK8 CYP3A5 ALCAM FSBP GCOM1 SRSF2 BCL2L11 DCUN1D4 C2CD3 SNRK ATP1B1 MAP2K4 DDX4 ZFP42 RDX ELL2 TAP1 PDE4B FAM83H ZNF704 YWHAG PCLAF SEH1L SERINC5 FXR1 RIPK1 C9orf72 STMN4 TMEM94 USP51 UBA3 WDR33 AAK1 HERC3 STK38L NAV3 ANOS1 CCDC85A ZZZ3 ING3 OARD1 CDADC1 RPS10-NUDT3 WDR82 NFYB LOX PDIA4 TRIO HSD17B11 COL19A1 RIPOR3 PPP1CC MYCL PRKG1 SMARCE1 RTN3 CDK14 USP4 MBNL3 NUDT3 NAP1L5 TMEM242 MAGEB18 CDK17 PPP1R1A ZC3H12C FAM117A ZNF800 KIRREL3 DHRSX TMA16 MIR8089 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8089 PPP1R1B PSMD5 AKIRIN1 NHLH1 HCCS RANBP1 DCTN5 PCDHGA5 PCDHGA11 HEYL POU3F3 PCDHGC3 CASKIN1 ARFIP1 SUPT7L FAM104B ITPRIP ZDHHC23 PXN NR6A1 TET3 IQSEC3 LYPD6 PALM RNF170 ARL10 STX17 VTI1A ZNF559 VSTM4 APOM KCNMA1 NAA40 SALL1 LASP1 SARM1 EGLN3 CSKMT ACACA RGSL1 MEIS2 LHX3 SRCAP C15orf56 ABCC10 CELF6 CIC PCDHGA3 ZNF687 GGA3 TRIM71 CCDC178 TSPAN11 SUSD2 CLSTN1 PCDHGB5 SNPH PCDHGB4 NUMA1 PCDHGA9 DMWD PRKCG LOXHD1 UNC5B FGF18 SPIB ATXN1L BCL2L1 BBIP1 PCDHGB3 SNX12 PCDHGB6 DAGLA GFAP TEX36 PPP1CA TJP1 NAGA HSDL1 VAT1 THRA MTHFR SLC6A9 SLC38A7 PPP1R9B MS4A15 CCSER2 TTF2 TSPAN2 ZNF106 CAPN12 PCDHGC4 TEAD1 IL6R SLC25A14 NRIP2 LZTS1 GALNT15 KCNJ10 POPDC3 MAT1A XPO7 FAM228B SOGA1 RARB MBOAT7 CPLX2 ABCB9 MAT2A MAPK1 PCDHGB1 FBXO41 ELMOD1 WDR72 PCDHGA10 SEPTIN5 PCDHGA4 TOX3 KDELR1 ATF6B PPP1R10 FBLN1 HACD3 CALN1 MLLT6 PCDHGA2 OSBPL7 CNGB1 SAMD12 SOX6 CARMIL3 STAM2 FUT11 SLC34A2 PCDHGA12 ITGA5 PCDHGA6 SON LZTS3 RNASE13 KSR2 PCDHGB2 PCDHGB7 ARID3B LYPD3 ANKIB1 PCDHGA8 OPRM1 C17orf107 CLDN19 SLC17A2 PCDHGA1 GAB2 FGF19 AAK1 ENTPD3 PCDHGC5 FOXN3 S1PR2 PCDHGA7 MMUT EHD3 UBXN4 GRIP2 DNAJC15 ZNF831 MIR876_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR876_5P NUDT4 EHBP1 KERA MEF2C SLC32A1 CWF19L1 FBXO3 PRKACB DNAJB4 SEMA6A SEPTIN10 DMAC1 ASAP2 LRRC28 ANKRD28 DYRK1A GNAI1 MOB1B CHIC1 MTF1 CPEB2 EME1 HUWE1 BACE1 N4BP2L2 CHM NEO1 SPAM1 CRISPLD1 VIM JARID2 QKI GPR171 COLCA1 PTGDR FAXC DNALI1 DCX BEND4 NF1 OPRM1 TESK2 EFHC2 AXIN2 LRIT2 ACBD3 SH3TC2 FOXA2 KATNBL1 CEP20 SYT14 CTTNBP2NL CLIP4 YTHDF3 ZNF146 ARFIP1 PJA1 WDR77 LMAN1 DPP10 HDHD2 DCLK1 ZNF773 MYL2 WAC GTF2I CUX2 RAPGEF2 EPC2 SHISA9 SLC9A9 S100Z CDRT1 XKR4 FAM214A SPPL3 GLRB SYT4 SRSF1 PTPRT TNFRSF9 GRK5 NUP43 RIMS2 RIMBP2 LPP GOLIM4 PREX2 RTKN2 ONECUT2 KLHL6 EMP2 ANK1 CRTC1 TM9SF2 LOX KDM5A SEPHS1 SEC62 RTL3 ITGBL1 ANGPT2 TPH2 FAM240A OSBPL6 PHC1 ADRB3 TBC1D4 ZKSCAN7 RNF19B DBN1 M1AP ANK2 TFF2 EHHADH SRGAP1 BICD2 SGTB ADAMTS17 MAP3K20 ATP6V0D2 SMIM21 SSR2 LIX1 CBFA2T3 ERC1 LRRTM2 ASXL3 GRHL1 CLOCK GLOD4 THADA DNAJC12 PTGFRN NRP2 PURA DYNC1I1 ZNF586 MIR4766_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4766_3P PCDHA2 NR2F2 CNN3 CAMTA1 ZIC4 MACIR SEC23B EHF MLF1 OTOGL RNF24 SIPA1L1 SCN8A PCDHA10 HNRNPD SWAP70 ANKRD44 YIPF5 IREB2 ENAH SC5D CSNK1D SLC35F1 TP53TG3 ADAM28 RNF130 LAMP1 ETV3L CPEB2 FBXW11 TGFB2 CRISPLD1 DNER FRS2 MEMO1 APPBP2 USP46 PCDHA13 FUT9 CCDC190 SRGAP2B ZFAND1 TAF4 VAPA RAP1GAP2 CDK6 SCN3A CENPK B3GALT2 MRPS30 HERPUD1 RIMKLB ABCD3 KLF8 ZPLD1 PCDHA12 FAM3C ZNF425 PKP4 ARHGAP5 PCDHA9 MED6 SMARCAD1 ZNF2 RAB31 COX15 NDNF CCDC80 MEX3C SRRM1 FAF2 FSIP1 AK6 PCDHAC2 PCDHA11 ZCCHC3 DCN PCLO TP53TG3D YTHDC1 PPIP5K2 C15orf40 IL2RA PCDHA7 PCDHAC1 TMEM144 EXOC8 HNRNPA0 CWC27 GIMAP8 SLCO3A1 PCDHA1 HS6ST3 STRN3 PSMD7 IL17RB IKZF4 NR2E1 VPS36 TTC28 CAP2 FNDC1 GCG LARP1B RUNX2 SERPINB5 CNOT4 PCDHA6 BNIP2 KTN1 SEMA3E ANKIB1 INTU CREG2 LRRC40 PLCH1 LCLAT1 ARHGAP17 PHF13 DNHD1 DUSP19 PCDHA5 UBAP1 SRGAP2C CALCR ACOX1 TP53TG3B DOCK7 HERC3 PPIL4 DNAJA4 MAG DIP2C TRIM43 DERA LRBA MCMDC2 ANK2 MARCKS OSMR KRT6B TRIM16L COL19A1 RANBP3L DUXA PCDHA8 DGAT2 PCDHA4 DKK2 ZBTB38 NR4A3 TRIM43B PCDHA3 RAD1 TCF21 MYOG VEGFA TRIM16 GPR37 MBTD1 MIR520A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520A_5P ANKZF1 ELOVL7 NME6 ASRGL1 FAM124A SLC41A1 KCNH1 ATF2 ZNF182 SPATA6 HEYL NAB1 LHX6 ASH2L PLSCR4 ESF1 MXD1 ACSBG1 SH3GL3 PRDM1 TRIM33 TMEM87B ZNF559-ZNF177 RAP1GAP2 CTNNAL1 USP5 PAK5 OTX2 CDK13 DCUN1D5 TNRC6B SCML4 PCTP CERS6 BACE2 NTRK3 NFASC SCN3B TAF4B ANKS4B VPS54 ACE2 SKP2 PLXND1 RAPGEFL1 HEPACAM2 FUT1 HIP1 CNOT1 SAR1A CLTB SLC22A15 INPP5K MAP3K13 SEC22C GMEB1 RASGRP1 HARS2 MPP3 ALPL C2orf68 PPP2R5E SESN3 FBXW11 MEIOB RPGRIP1L CA12 PAFAH1B1 SNRK MYOZ3 MICOS10 SMC1A GIPC3 SON HOXD10 ILDR2 MLLT1 HMGCL CLCN5 RPUSD3 ATP6V1H GCC2 ETV5 ZNF177 TGOLN2 STK40 EXOC6 ARHGEF12 TSPAN2 POFUT2 SLC22A23 NUP58 SEL1L EPHA2 GBP6 PCYOX1 SPOCK1 ZFP90 LHX8 MBTD1 KPNA1 HMOX1 WIPF2 DRP2 VLDLR CYB5D1 TULP4 TBC1D22B OLR1 TNN TTPAL CELF1 RYK ZNF333 MAN2A2 WDR5 DIRAS2 ABCE1 NXPH1 CREBZF SETD5 SLC25A13 ZFP36L2 PPARA SNX27 CEP19 ZXDB KIAA0930 EEPD1 USP15 HTR4 FAM78B PTGFR ABHD2 PADI1 SPRED3 RB1 PHF13 PHKA2 PATE4 AAK1 TUBA4A CD28 PTPRB ISM1 SNX6 TLR7 UQCRQ SEC22A GTF2H1 FAM171A1 PPP1CC TLCD4-RWDD3 STX3 RPRD2 KRT34 SEPTIN11 HOXA5 RHOU MIR6788_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6788_5P PGPEP1 GABBR1 BCL9 STX5 CTNND1 ST6GALNAC5 KRT2 HS6ST2 METTL8 CCL28 MYEOV FABP4 IKZF3 DYDC2 GPATCH2 GCC1 ABCC4 IARS1 PRSS27 ARID4A ATP1B4 SYT14 SLC1A2 PTPRC ORAI2 NT5DC3 SRRM4 DAB2 RASSF8 EBAG9 SF3A3 GNGT2 DDX6 TIMM21 ARHGAP9 MTCH2 NSMCE3 PPDPFL GAGE1 MEPCE ATG16L2 KCNB1 TSPYL4 TSHZ3 HIP1 MDGA2 CCT4 STK17B RLIM DMP1 UBE3A NAMPT DUSP19 MAML1 ZNF275 EIF4E3 PPME1 SUCLA2 C1orf105 MPPED2 CXCL9 TPM1 PPP2R5C CREM SKIL CDK15 CA6 APOBEC3F PSG4 CELF3 MPP6 PELI1 TSPAN12 VGLL3 PSG1 AKAP6 COL4A2 SHOX ELK1 SYT6 MAP4K1 SYP SHISA7 FAM126A MKKS CLIC5 MXRA5 CHP1 FAM117B ENTPD7 RPS6KA2 RAB6C SNX20 TRIM32 RBM19 NIPSNAP3A GAGE12D GASK1A METTL7B CORO1C FRMPD3 SLC39A8 ZCCHC14 PLBD2 PATZ1 MAPK10 MARCKSL1 BAZ2A ADAM30 CDK8 PRR23C RAB6D PLXNA2 FAM199X MAN2A1 KRT222 LURAP1L AAK1 NIPSNAP3B PYGO1 NPY1R IFT140 SEMA4G SNAPC3 HNRNPL LOX JAZF1 SLC36A2 PAK1 STK4 SDC3 SSR2 GIGYF1 IMPG2 GRIN3A FAM117A MIR3920 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3920 HNRNPK MUC15 TMEM183A ERBIN NRG1 EHF DIPK2A SPATS2L PPP4R3B CHL1 ROBO1 NUDCD2 EPHA5 MYL12A FAM13A TFDP2 CASQ2 XIAP NMD3 FBXL3 MINDY2 SH3D19 CCL28 MAP9 DSC3 ENG IBTK FBXL4 APLP2 RAB7A FYCO1 FAM126B ZNF45 NRP1 CARF PHF12 NDFIP2 RO60 ABCD4 WT1 ZFX CNTROB KLHDC1 LGI2 COMMD6 RAP2C FAM171B GRIA4 DBT CXXC4 RGS18 DIS3L2 ABHD6 IL20RA ZFPM2 HSF2 ROCK2 MSI2 ARSJ RC3H1 HEXIM1 ZDHHC17 C5orf24 TRA2A GPR180 NLGN1 SGCE RAB23 CASK ACADSB PLCXD3 FBXW7 HMMR TAPT1 CNOT6L MED13L PDLIM5 WHAMM GRAMD2B ODF3 CCDC6 ADAL GOLIM4 IKZF4 TWF1 NRBF2 FGFR2 ASXL2 ANXA5 DAZ3 RBPMS WDSUB1 EPHA7 GNPDA1 CLHC1 SESN3 DAZ1 TTC9C KIF13A VAMP3 DAZ4 COMMD2 SCG3 TBC1D23 AAK1 MS4A6A CDC40 ARL6IP6 DLAT BMP2 DAZL SHISA2 TMEM135 BMPR2 DAZ2 ZKSCAN7 CXCL9 TRIM66 YWHAB SRI MAPK6 PDCL SOS2 FCHSD2 CAMLG GDI2 TTC14 AP5M1 SIPA1L2 RSPRY1 FAM174A MAP3K20 SCYL1 PTPMT1 SYAP1 SERPINE2 BCAP29 EXOC5 ZBED2 MEIKIN FANCC MIR4682 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4682 PRDM16 CREB5 ZKSCAN8 ARNTL2 DMD C2CD6 RBM41 CELF4 CYP3A43 TMOD2 TRAF3IP3 SEMA6A TOR2A TMEM40 SLC39A14 SFXN1 C1QTNF1 YWHAB ATE1 QKI ASAP2 NDUFB8 DSG2 STAT1 ITGA2 RTN3 ZDHHC15 GPR34 NOL4L DERL2 FUT8 CBY2 SYNE2 TGFB2 ELAVL4 ELP1 MRPS2 MAP7 PARPBP KLHL14 NCBP2 STAMBP ATCAY SEMA5A PHF20L1 ERLIN1 SYNJ1 ESRRB PEG3 RAP2C IARS1 LRRC34 GRIA4 EEA1 RBM27 IQCH ICA1L USP8 EVI2A ZC3H7A BEST1 HSP90AA1 SP8 IRF2 SPRING1 ZNF30 ZDHHC17 SATB2 PLPP1 KMT2D PLCH1 PITRM1 CKLF ZNF146 THAP2 LCLAT1 VGLL3 FBXL2 PRKCE DTWD2 CLVS2 OC90 PDE3A EN2 UNC5D FGF14 SKIDA1 BCCIP MDGA2 ATG2B EBF1 PPP3R1 PPP6C CCNJ IER3 CPEB4 JCAD MAOA OPRK1 GALNT2 CLK4 KLHL9 POLG WDFY2 R3HDM1 PLPPR5 DENND6A GIPC3 NRIP1 TNFSF14 PARVA SLC45A3 CDH4 USP31 M1AP MLH3 KLHL34 PLPPR4 INSR NFXL1 CAMLG CDH7 GATC CYP4F22 DTX3L ZNF597 STK4 SEL1L OSGIN2 TLL2 CAND2 PIKFYVE QSER1 CFAP97 MIR1253 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1253 ADCY10 WASF2 C17orf75 UCHL5 NHSL1 TMEM178B RPS6KB1 ARL4D ANKRD44 PARP11 STAT1 FBXW7 RPL22 SPATA6 SEPTIN14 PDE11A RGS4 DTNBP1 TCERG1 INTS9 MPZ TRIM58 DUSP16 FAM131A TMPRSS13 IKZF2 BHMT2 SP1 ZNF330 PIM1 PTGER4 MTHFSD DLG4 PTPRO CD276 ISG20 RBBP4 RBPJL ECT2 ANKH VSTM4 RPRD1A LUZP1 RP9 C12orf4 ERAP1 FGL1 QKI COL11A1 GABRA4 CHFR SLC36A1 RAB3C SERTAD2 FNDC5 ADGRL4 SPC25 RNF19A MTERF4 CDC20B FGF14 KDM7A LPP SYPL2 SOBP WNT5A DLG2 PIP4P2 OPRK1 S100A7A NOVA2 SNX13 SMCO4 ENSA ACRV1 CHODL CYB561D1 IGSF11 SLC1A7 MICAL2 UGT2A3 ILDR2 ATF6B PPP1CC ELF5 TOB2 INSR PCYT1A KRT6B HYDIN MITD1 HLA-DPA1 DTX3L MIDEAS KMT2C OXCT1 EPPIN-WFDC6 ZFYVE16 LCOR SCN7A TEDDM1 FAM47E SRL TAS2R13 TAFA2 KCND1 CFAP97 WIPF2 NKAIN1 SOGA1 EPB41L1 ENTPD7 COX11 TOP2A PSEN1 RAB14 CTSO HSD17B12 ARHGAP26 PHB TOPBP1 EPOR APOOL MSX2 PSMF1 PLD1 FAM124B GFRAL HSF2 SMKR1 HDHD2 PIKFYVE NLGN1 MTARC1 HDGFL3 ZBTB20 COPG2 FEM1C AHCYL1 PPP3R1 EPN3 MED13 PLXNA2 ENDOV UPF2 CACNB4 RSBN1 TFCP2L1 ACSL1 ENPEP ZNF585B NLK PPM1N PPM1H FCRL4 SNX4 KLF7 FBN2 TCF24 CDX1 HTT CACUL1 BICD2 EPRS1 CAMK1D AMOT CSNK1G1 TXLNA FGF7 DYNC1I1 MIR633 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR633 CAMK2G CHST7 HSD17B4 STOX1 NEK1 MTERF2 CIART ADCY5 MEI4 MYLIP RETREG1 TRAPPC13 EGLN1 PKIB RORA IFNA21 FGD4 CUL3 EPHA5 SHTN1 HCCS PDLIM5 ROBO2 HNRNPR DPP8 KAT2B KCNH5 CPEB2 PGAP1 IVNS1ABP PPP1R3D SYCP1 HOXD8 PRUNE1 MYRIP NR2C2 GALNT13 SPARCL1 FAM161A NAP1L4 LEMD3 CREB1 ESF1 FBXL12 OSTM1 CFHR2 ANKRD17 ZNF184 TRIM33 BPNT1 SELENOP SETBP1 INTS13 MRPS36 ZNF711 TRPC4AP CFAP65 PRR15 CALR CPS1 CCDC58 CREBZF ABHD18 SLCO2A1 ZRANB3 RXFP1 SLC19A2 NDNF APPL1 PFN2 TMEM220 SPDL1 MPDU1 GPALPP1 ZNF585A IL34 TOR1A SMAD4 GTF2A1 OSR1 EIF2AK2 PROS1 METTL15 POLR3G TMOD3 MDN1 MKX SORCS3 NEXN FAM8A1 RHEB ARL5A FAM168A DISC1 ZFYVE9 EXOSC9 ITGA9 LANCL3 CYP4X1 SPARC NAALADL2 USP6 C1GALT1C1L GNPDA1 MSR1 FUBP3 DNAJB14 EFR3B MMP12 UBE2N PAFAH1B1 RPS6KA3 WNT16 MYEF2 BMP2 NDUFB4 NEXMIF HSPA4 GCC2 GABARAPL2 NINL DPY19L1 GLIS3 PLSCR1 DMXL1 USP32 EXOC6B CCK TAOK1 C3orf38 EXT1 MAP11 CA11 CLOCK FAM24A GLIPR1L2 RPIA GNB4 ARFGEF2 KCTD13 MGAT4A PELI2 MTMR10 MIR5008_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5008_3P CXXC5 MAT1A LIMCH1 GSG1 SLC39A1 UBN2 POC1B FGF12 CA2 CEP85L ALG9 B3GAT1 MYLIP TIAL1 TAC1 MIER3 FKBP10 ZNF267 ZNF518A PALLD ANKRD44 FAM229A PLEKHF2 KLF12 NCAM1 LMNB1 ELK4 SLC35F1 ATXN2 MAST4 ARRB1 FIGNL1 NRBP1 GRIP1 SLITRK6 ZNF33A COL4A4 DYNC1I2 CELF5 ALDH5A1 PAN3 USF2 ZFAND5 DDX5 FGFRL1 ETS2 ZDHHC2 IER5 TTC39C MBNL1 RIMS1 FAM53A CADM2 CDC6 SLC9A6 YEATS4 DDO TOX3 SRCIN1 BICD1 MEA1 BCL3 CYP2U1 CNDP1 TULP3 CHMP2B CALN1 RASSF5 TMEM187 NUDT5 C11orf58 PHTF2 SAMD12 GPAM STK35 C18orf63 ZMYND10 ZDHHC11 ACAD10 EPB41L5 TENM3 RHBDL3 CARD17 RAB5IF HECTD1 OGT TMF1 PCDH11X DIDO1 DDX6 PCGF2 SPRED1 DCAF10 SCN4B PCDH8 HIVEP3 NAT8L PHF21A CHD6 NRK PSME4 APOB DTNA SDC2 AS3MT FGF14 ZFHX3 BBIP1 PDAP1 RICTOR CLK3 ZNF704 LALBA BCHE ATP10A SLC1A4 APLP2 C11orf87 YY1 DICER1 TAB3 NAMPT BIVM JCHAIN TLCD4 PHF13 TMEM132B PUM2 GSK3B STAU1 PLGRKT ZNF275 SLC11A2 MED23 TOP2B CLCN5 VIRMA ZZZ3 FOXN3 USP31 SKIL TSPAN7 MMP24 TRARG1 COA5 ADAMTS3 PALM2AKAP2 FEM1A KLHDC10 MARCHF4 CEP350 WWP1 LIFR KLF9 SP4 SLC38A1 MECP2 KCNQ4 KCNF1 SCAI MBD6 ESAM POU2F1 SLC1A2 PECAM1 EGFR FAM78A VPS13A FHOD3 MIR4436B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4436B_5P NPHS1 C6orf99 KCMF1 OGFOD1 CADM2 AEBP2 TARDBP ETF1 RBM26 P2RY10 MCM10 REPS2 YWHAZ ZNF605 NKX2-4 HTR2C TBC1D15 TMEM50B TBCEL ZNF37A TVP23B PARP14 CSNK1A1 CCN4 KIRREL1 CANT1 GALR1 USP38 LTA4H BICC1 ITM2C RAD51AP1 ATP6V1A AKTIP WDR47 STAG2 CDC14A TPST2 TTC39C CTPS2 OSTM1 DNAJC22 HAND2 TTC39B SAMD4B ASCC1 PHF14 ANKRD26 TRIM36 IAPP SGIP1 GAS7 KATNBL1 USP13 PTP4A1 GUCY1A2 ZMAT1 SOWAHD FAM111B ZNF451 CDK15 GYS2 CDYL2 LMCD1 C11orf49 CHD4 SVIP AASDHPPT MPPE1 RAPGEF2 ATXN1 SCN1A AMMECR1 TBK1 MCTS1 PPIP5K2 AFG1L PDCD4 FRMD3 DTWD2 EIF3J TMEM170B SAMD12 TMED4 NAV3 SQLE GRK5 RBM15 CACNB2 FAM53C WDR33 HSPA8 PARP4 KLHL1 CXCL8 SEC22C ENOX1 DDX60 PPARGC1B RBMX SRSF8 ZNF618 RAB8B SESN3 PPM1A ACTR2 GPATCH1 FOCAD ARNTL DYNC1LI1 ZFP1 NAA30 IRX2 HILPDA KIF3B ZFR ZNF548 HNRNPH1 UBE2D2 TVP23C ILF3 SHC4 FKBP4 ZNF616 ZNF268 CCDC144A PHIP CAPN7 CAB39 HECTD2 DAZ2 CEP350 PDK2 PNRC2 MAP2K1 CCNY CAMSAP1 KIF5C CLOCK BCAP29 ZMYM2 MIR496 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR496 VSIG1 TMCC1 LIMCH1 PAX6 CCDC169-SOHLH2 KCMF1 ZNF41 TMPRSS4 RANBP9 SUMO1 PRMT9 CDK1 DACT2 QKI MCTP1 IFT52 EDIL3 CLUL1 CPEB3 MRO SUV39H2 RASGRP3 ZNF140 AMD1 COL9A1 ANKRD12 MTX3 AC011525.2 TBC1D12 IPO11 TMEFF2 ELP3 IRF2BP2 IL33 PLCG2 DOCK9 MAP3K2 SCN3A MBNL1 ALB SLC12A2 ASCC1 GARNL3 SGIP1 NPAS3 MTARC2 MAN1A2 CCDC43 ZNF202 SEPHS1 RGS18 PHYHIPL WASHC4 PRKACB GFRAL CCNT2 ATP2A2 FGL1 TMEM255A FYB2 SMC1B HACD4 TXNDC9 DNM1 RBP3 ANO6 CS FAM214A ITPRID1 ZMYM4 MATN3 GRAMD2B SOHLH2 ITCH PPP6C DLX2 ST20-MTHFS ASXL2 TYW1B RIPOR2 CALB1 BZW2 PRKD1 SH3BGR ILF2 MTHFS NR2C1 EML4 HNRNPH1 TYW1 HIVEP2 NXPE4 FAT4 SEC23IP CTLA4 GPRIN3 FBXO22 PLSCR1 PRSS35 DMXL1 RHPN2 CYBB FAM185A PXT1 PSMD10 ZNF136 MOXD1 MGAT2 SLC16A14 GET1-SH3BGR MIR6840_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6840_3P PGPEP1 SERTAD1 PFKFB3 CMTM1 NR1H3 MLEC SNX22 SLC47A1 PSENEN JAM2 SLC5A5 LRRC6 REV1 MOCS1 RCE1 RINL MANBAL PANK2 PDE4A CHTF8 DNAJC11 ERICH1 CASP8AP2 INTS14 STIM1 MALL RIT1 FUT6 KRTCAP3 ZFYVE27 CHAC1 CYLD TGIF2 PLB1 DLG4 RALA C6orf120 ACSL1 CA10 FBXO32 CEP170B TRPV6 TFE3 BRMS1 NT5DC3 SRRM4 SCN3B ANKLE2 TFF3 CNBP PAX5 TSPAN11 AIF1L TNFRSF1B ADA2 NAT8L ATP6V0B ADCYAP1R1 DHX33 SLC2A12 CNNM4 DUS4L CRTC1 CDH9 GABBR2 NETO2 STK38 RNF220 KANK4 ZBTB6 HECW1 FBXL18 BCL2L10 ASIC4 FREM2 S1PR5 SRF HEY1 NAV1 DISC1 STK3 VPS53 STC1 SLC8A2 ZNF543 PHF20 HLA-DMB RCC1 EPHB2 CALCR TMEM87A DLK1 DIAPH1 JADE2 HMGCS2 KIF13A ZDHHC5 STOX2 E2F2 SHISA7 GALNT15 ATP8B2 MAU2 VCP DCAF8 UBTD2 RCAN2 RELCH GPX5 TTPAL PPP2R5B HDAC7 WSCD1 UBR2 ABCD3 TOX3 SH3TC2 ZNF783 PPP1R10 SLIT3 WNT4 MYRF SPRING1 LHFPL2 TRUB1 LDLRAP1 NDST1 TAP2 CKLF-CMTM1 CHN1 PAN2 ZNF740 PPP1R11 KSR2 WFDC13 RTKN2 HP1BP3 CPXM2 NGDN PDGFA HRH3 MEF2D RAB9A PDE6A TFCP2L1 RIMS4 MAFF ADCY6 VAMP1 CHRM1 TRIM66 B4GALT1 TRARG1 ALPK3 SAMD8 GPATCH2L ATG4B SLC6A6 RAPGEF4 PDLIM2 PLEKHA5 KIAA0232 MDM1 MIR556_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR556_3P AGFG1 FCGR3B PCP4 CHN2 CNOT2 HINFP SOX7 PPM1B ENPP1 FGFR2 ELAVL4 ZNF507 DGKH DNAL1 PTPRA KCNH1 SAFB TEK CPEB3 ZNF33A UPF1 CCN4 DAB2IP MGME1 STX16 SLC26A9 ATP6V1FNB AP4E1 PSG3 BRD7 TNPO1 TM9SF3 PRPF39 FCGR3A ZIC3 SENP2 TYK2 PSG5 RCBTB2 KIN HECW1 RIBC1 UNC5C VTI1B FYB1 PRTFDC1 TRIM36 ELAVL1 ZFP14 DCTN4 BIRC3 AK4 GPRIN1 NUAK1 KATNAL1 PSG2 S1PR5 CIP2A KCNMB3 NR3C2 MAPK9 PRR3 APLF ARIH1 LAMA3 SLMAP DAPL1 G3BP2 GPR180 TAF1 CLDND1 TRNT1 PI4K2B IHH RETNLB FGF14 CYBRD1 MED18 PSG6 MAFB ZZZ3 CDH20 RGS9BP VDR KIAA1958 CYP3A7 CNNM4 ZNF704 RFC3 IMPA2 TTC1 EHMT2 PRSS21 TOMM20L IKBIP PSG9 FGFBP1 PEX14 CEACAM5 YBX1 COL4A1 PPP2R5C AP1AR TCFL5 HOXD1 ERG PSG11 SLC49A4 RAB22A KCTD4 ZNF548 PTPRF CWC25 CCDC85A SLC6A13 SLC25A4 ATP6V1C2 PKIA CNTN1 SMC5 NPAS2 DCAF7 GLIPR1 DTX3L ANGEL2 SLC27A3 HHIPL2 MAB21L1 GRHL3 KRT12 KCNN4 SENP6 SOCS1 MTMR9 TRAPPC8 ZNF695 PSMB9 MIR2276_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2276_3P PDPK1 PPP2R5A MEF2C NEK1 CREM FLNB ADAM19 DDX3X ZFP90 UBE2E1 KLF12 HNRNPR TNIP1 ZFAND5 IL1R1 TBC1D1 TENT5C CAB39L MALRD1 APPBP2 RNF139 CPEB2 ATXN2 SLF2 TCEAL4 CYP19A1 PPP2R3A LILRB4 ORC4 RNF111 FAM217B OTX2 CDK13 RAB31 INVS DCTN4 CCNK TOMM70 CREBBP ANKLE2 BCAT1 SOX18 TRDN NAT8L RNF169 MAGEB6 RBMS3 RAPGEFL1 COPZ1 NTM ARHGAP20 RASSF10 SBNO1 RIPOR2 MEF2A ABHD10 CREG2 APLP2 HERC4 SESN3 UBFD1 FAM193A SIPA1L1 AHCYL1 DNMT3A CENPM SSPN GAREM2 TMEM70 WDFY3 PKNOX2 E2F3 MYCBP2 RSRP1 PLPPR4 COL6A2 XYLT1 TMEM87A PSMD11 ETV6 PHKA1 CUL3 BRD1 COL12A1 LSM14A FGD4 MGST2 MED26 PRKAA2 AGFG1 BACH2 TM2D2 PAX9 AADACL2 NDFIP1 ARSD TAFA4 ATP6V1A SFT2D2 MRPL43 MINAR1 SLTM PCDH17 ATXN7 OGT DST CCNL1 GPBP1 USP8 SFRP4 RPE65 RAP2A NECAP1 PDZD9 INO80D SEMA6D ARID1A TREM1 VCPIP1 ABHD14B GLCE COL5A1 NEK9 ENDOD1 MIR766_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR766_3P CREB5 PPM1M HOXA13 ANAPC11 ZNF559 GPD2 CRISP1 CCDC178 TSHZ2 ETS1 FAS IRGQ SLC5A9 ZNF117 TFDP2 BBX KCNN3 ZNF550 DMRT2 ARMH3 NUP210 ITPRIPL2 BDKRB2 MEAF6 CADM2 SIRT6 MED22 GIPR ZNF426 ZNF544 HJURP F7 TNFRSF21 ITGA8 ZNF559-ZNF177 TMEM200A PHF3 ZNF732 VAPB IL7 ZNF490 SYT2 TPD52L3 MAP3K3 MARCHF9 FBXO45 FADS1 KCNH6 ZNF850 ADAMTSL1 NR3C2 SPPL3 LEAP2 CAMK4 ZNF493 TMEM33 GPR132 RAD51 KCNG4 SLC23A3 ZFAND3 PRKCG SLIT2 CD28 SLC7A8 ZNF99 NADK RAB36 LRR1 C7orf25 RAB29 SMCR8 GPATCH2 MAPRE1 CHRNA5 ZNF124 PVALB NSG2 SIKE1 SSTR3 RIPK1 ZNF257 TUFT1 LYRM9 RWDD1 ZNF468 MECP2 MTHFD1L CARD8 PDXDC1 PTPRB SPATS2 GNB4 TACC1 NR1D2 DLGAP5 RRP7A ZNF845 NDST1 DAG1 KLHL29 SLC25A34 MINDY2 SMIM20 CPD FMC1-LUC7L2 MAP3K2 PTHLH POU2AF1 CYLC2 KCNE4 SH3TC2 SPACA9 F8 ZNF676 KCNK17 KNOP1 ZNF107 MAP4K5 ZNF763 DNAJB5 SIRPA ZNF705E BOC CD24 SH3PXD2A CEACAM6 ZFP90 KLHL1 LRPAP1 MPP4 AGAP1 TMEM132B KCNA4 ZNF28 MRPS23 MFN2 PLEKHA5 SPEG WDR82 PDCL3 RBBP5 LUC7L2 SRGAP1 SLC35C2 RGS16 SH3RF3 EPHA10 GNAS TIMM8A SHISA6 ZNF195 ZNF208 ASIC1 MIR12128 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12128 PWWP3B INTS9 PRDM16 C17orf50 WIPF1 FKBP9 COG4 AMMECR1L CDH13 TMBIM4 ASF1A FPGT OPALIN PRNP ZNF502 RAPGEF1 TMEM9 KRTAP4-2 CYP2R1 COL11A2 ANKRD50 CNTN4 PATE2 NCAM1 ACSL4 TCAIM ATP2C1 AUTS2 HTR3D GFOD2 VPS33B CROT PAPOLB TSLP ARHGAP12 ABHD2 SPRR2D OPHN1 PDZD8 CDIN1 TET3 STAG2 TOPBP1 TOR2A C19orf25 LTA GYPC NSUN4 ZFAT ZFX CSNK2A1 PSMC1 HOXA11 IGF2R CTC1 MUC7 CLCC1 RBFOX2 CC2D2B SRL KCNA1 C6orf223 DCUN1D5 CA8 USP25 RAD51B TBC1D9B CCDC42 CRB2 GPALPP1 VCL GTF2H3 ADAMTS18 PERP GANC PRICKLE1 METTL15 DNAJB9 KMT2D GLG1 MYL1 SPRR2E OCM CCL22 GOLM2 YLPM1 MX2 SPRTN SPRR2A CLSPN TMEM170B LAMC1 CNOT6L MEF2A CABP4 SH3PXD2A KSR2 CIBAR1 ANK1 ATP10D TOX SERPINB5 DAAM1 MAP6D1 RPH3AL CNGA2 PPP1R13B SERP1 USP51 FAM122A KRTAP5-10 ZC3H7B SENP5 WDR91 MYD88 TAB2 TMCO3 ZNF114 CXCL9 GNG2 MYLK4 ARAP3 RNF115 JAZF1 MOB1B FZD4 TMEM67 TUSC1 FEZF1 RAB6B MCRIP1 KIAA1671 SPRR2B PDZD7 DCC ZC3H12C OCM2 CRYM AUNIP FAM78A L2HGDH XK PDZD11 SATB2 TPRX1 MIR892A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR892A PCDHA2 NAA16 TCF12 CBWD5 ZEB1 SLC8A3 FCHO2 ARHGEF7 SULF1 RECK RELCH SSBP2 PCDHA10 LIMA1 PSMD11 DYRK1A XRCC5 RCOR3 FOXP2 PCDH11Y FIGNL2 YWHAZ KCNN3 HIGD1A HTR2C PCK2 CRKL PAPOLB LIN7A SNAP25 CNOT7 QKI PAM ANKRD12 PCDHA13 NDUFB6 AHDC1 RAB6C COL8A1 PPIA RAB6A MYLK REEP1 CADM2 ARID4B PTPRQ SLC26A7 TRIM33 FKBP5 ZXDA PCDHA12 FAM3C COMMD6 SGIP1 SNRPE GJA1 RBM27 SCAMP1 ZDHHC11 CDYL2 TMEM255A ST8SIA3 PCDHAC2 ZMYND11 RSRP1 GSPT1 PCDHA11 C11orf1 ATXN1 OTUD4 DCAF10 FN1 PCDH9 ADCY2 EHF PIGH USP10 SAXO1 PCDHA7 PCDHAC1 RAB3B HMMR SPG11 PCDHA1 CHD1 HLA-DPB1 FAM53C WDR43 PPM1D PDAP1 THAP6 PCDHA6 YPEL1 UBE3A PCDHA5 UBE2B RBPJ FAM102B GLT6D1 MAP2 ACTR1A RTL8C PRKAR2B PCDH10 NCBP3 HSPB3 PCDHA9 ERMP1 WDHD1 TRIO PKNOX1 RAG1 STXBP5L XPO1 TRAK2 PHLDA3 RHPN2 PCDHA4 MTCL1 NPTX1 LIX1 KLF5 PCDHA3 IGFBP1 ASB7 ZC3H12C LSM14A MIR525_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR525_5P ELOVL7 KALRN NME6 ASRGL1 SLC41A1 KCNH1 ATF2 ZNF182 SPATA6 HEYL ZNF550 NAB1 LHX6 ASH2L PLSCR4 ESF1 MXD1 ACSBG1 SH3GL3 PRDM1 TRIM33 TMEM87B ZNF559-ZNF177 RAP1GAP2 CTNNAL1 USP5 PAK5 OTX2 CDK13 DCUN1D5 TNRC6B SCML4 PCTP CERS6 BACE2 NTRK3 NFASC SCN3B TAF4B ANKS4B VPS54 ACE2 SKP2 PLXND1 RAPGEFL1 HEPACAM2 FUT1 HIP1 CNOT1 SAR1A CLTB SLC22A15 INPP5K MAP3K13 SEC22C GMEB1 RASGRP1 HARS2 MPP3 ALPL C2orf68 PPP2R5E SESN3 FBXW11 MEIOB RPGRIP1L PAFAH1B1 SNRK MYOZ3 MICOS10 SMC1A GIPC3 SON HOXD10 ILDR2 MLLT1 HMGCL CLCN5 RPUSD3 ATP6V1H GCC2 ETV5 ZNF177 TGOLN2 STK40 EXOC6 ARHGEF12 TSPAN2 POFUT2 SLC22A23 NUP58 ILRUN SEL1L EPHA2 GBP6 PCYOX1 SPOCK1 ZFP90 LHX8 MBTD1 KPNA1 HMOX1 WIPF2 DRP2 VLDLR CYB5D1 TULP4 TBC1D22B OLR1 TNN TTPAL CELF1 RYK ZNF333 WDR5 DIRAS2 ABCE1 NXPH1 CREBZF SETD5 SLC25A13 ZFP36L2 PPARA SNX27 CEP19 ZXDB KIAA0930 EEPD1 USP15 FAM78B PTGFR ABHD2 PADI1 SPRED3 RB1 PHF13 PHKA2 PATE4 AAK1 TUBA4A CD28 PTPRB ISM1 SNX6 TLR7 UQCRQ SEC22A GTF2H1 FAM171A1 PPP1CC TLCD4-RWDD3 STX3 RPRD2 KRT34 SEPTIN11 HOXA5 RHOU MIR6509_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6509_3P MMD WNT8A ZKSCAN8 MAU2 ARNTL2 BPIFC SLITRK2 GNG4 CHST4 TRAM1 RPS6KB1 MIER3 SLC11A2 DGKG CAPN3 TEC APBB2 RAB10 ELK4 REPS2 PRDM6 STXBP1 BASP1 ARID4A NETO2 LY75 FLI1 DAZ4 SORBS1 ARHGAP12 ATG9B IKZF3 MZT1 RSPRY1 ELMOD1 GALR1 TBC1D12 STEAP4 PTGES2 SDHC ITM2C ATXN2 HESX1 SDR16C5 TSC1 EPHA5 PLAC8L1 SCN3A CNOT6 TTC39B ZFX MYT1 KATNBL1 MRPL43 PPP1R10 STING1 MOB3B C11orf58 NECTIN3 MBTPS1 CDK5RAP1 CHTOP DISC1 MTR YME1L1 CDK15 IDE USP49 CASP3 HEG1 NEDD9 C2orf69 CEPT1 EPGN NPR3 TBC1D5 BICRAL TPT1 GPR12 HEPACAM2 CLIP2 DAZL BLOC1S5 SLC25A36 TMEM38B TFAP2D BARX2 SSPN C4orf36 SCLY UST CUTC RNF38 LRRC8C GPATCH2L QSOX2 PPP3R1 RBMXL2 KRAS FBXO48 LRRC74B DAZ3 ZFHX4 WDR38 ACTR2 AASDH DAZ1 TFCP2L1 PRKX NRAS KCNC2 DAZ2 RNF121 FEZ1 SEC22A FNTB EDRF1 SHC4 PCMT1 RNF115 ADIPOR2 ZBTB41 PHIP TRIM8 CAPN7 GRK3 ARID2 C15orf61 ACVR2B CACNB2 STOX2 CLOCK BDP1 HTR5A RANBP1 PELI2 LRP6 MIR1251_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1251_3P HLF OLFM3 EYA4 MEF2C NEK1 GPRC5B PAX6 MBNL3 FYN CBL STXBP4 ANKRD13C EPB41L1 PFAS ANKRD44 DYRK1A CNTN4 RUNX1T1 UBE4B MICU3 ZNF117 RCOR3 TBC1D8 ARID4A DNAJC6 GSE1 CPEB2 NAB1 COMT CCND2 PLXNA4 DIO2 DPP4 NECTIN1 HBS1L DDX58 KLKB1 SLC25A30 FAXC TAF4 PRDM1 SKAP2 WRAP73 PRR11 LGI2 ATP1B4 ADGRL3 ARHGAP5 GRM5 ZBTB34 BBX COX20 OSBPL8 KLHDC7A YTHDF3 C12orf4 PITPNC1 GPR158 ACOT13 AHCYL2 NLRP13 PTPN2 ZNF732 NCOA2 PDE5A BCL11A TMPO PIK3C2A RNF19A GABPA TXNDC17 ZNF107 IPP SATB2 CD44 FMNL2 YIPF2 CACNA1G ACTN4 XKR4 PALMD AHCTF1 PTPRB SERPINE2 ZBTB20 ADGRG2 HERC3 SDC2 CNOT6L COL5A2 TDRD6 PRDM2 ZFP64 GALNT16 SLC23A3 GPC6 IKZF4 JAGN1 ZNF180 ZNF704 VEZF1 BRWD3 RIPOR2 ZNF138 MAP6D1 KIAA1210 ATXN1L FAM160A1 KIF1B CKAP4 ZNF99 RAB7B RREB1 ACAN CSF2RB STAC TEX2 SLC11A2 ADCY7 KMT2A MAFG FRMPD4 TWSG1 TMEM64 MAP7 PPP1CB MMP24 KCTD9 RHOBTB1 HUNK ETV5 C18orf25 TTR ADAMTS3 KIAA1522 EIF2S3 NPAS2 CTNNA3 STK40 CEP350 TNC KRT33B TBC1D8B CAMK1D MECP2 SCAI TMEM108 PISD KIF5C MEIS1 DCC CAMK1G ZNF208 NR1D2 ANKRD27 L3MBTL3 MIR329_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR329_5P C17orf50 RCHY1 CEP68 BMT2 IL6ST MARCHF6 CELF4 CDC14B MAPK8 PCM1 ZNF746 IRAK3 AP1S2 ENAH FUCA2 SKA2 SGK1 LAMP2 MTF1 SETD9 GLRX ZNF480 CTBS CASP10 C1orf109 ZBBX AKTIP GPM6B CILK1 DPY19L2 OPRM1 FOXD4L6 MTX3 ALDH3A2 RPL7L1 TOGARAM1 COL8A2 MIP GRM5 SHPRH FOXD4L3 SLC16A4 SGPP1 ACTB ZNF189 DENND1B NUP50 ZCCHC3 AEBP2 VPS29 SRSF2 PMP22 NTAN1 MTSS1 HIKESHI RBMS3 CASD1 IQCK LSAMP MAFB ZNF681 CDK14 MDGA2 ABCG4 NAA15 DUS4L NUP35 CREG2 SERPING1 MOSPD1 KLHL31 FXN SAMSN1 HOPX C5orf38 EML4 TMEM106B RMND5A ESYT2 CYP3A5 THAP12 G2E3 GREM1 ZNF584 CTNS SNX19 POLB PCNX1 RSL1D1 SPINK8 LRRTM2 NECTIN3 LRRC75A RND1 MIB1 WDR73 SLITRK4 UNKL RAB10 REPS2 CPEB3 HAX1 ABHD17B SHROOM3 NDST3 PAPOLG PWWP2A TMEM35B SCPEP1 SLC46A2 NOCT MLLT6 ZNF300 EHD4 SYT16 NECAB1 RLN1 NUDT21 GRM3 DLX2 CAP2 POMC SRSF8 DIRC1 GPATCH1 TNRC6B FUBP3 PTRH2 CRNN SELENOF STAG2 VSTM4 FGFR2 ZNF37A ATMIN MBNL2 L1CAM ARID2 PABPC4L SEC24A ZNF354C PLEKHA5 C2CD2 MEIOC RAP1B SYNJ2BP TMEFF2 ZNF17 MIR9851_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9851_3P NCDN CAMTA1 TMEM163 RNF152 UBTD2 ST6GALNAC4 MMD2 NDST1 OVOL2 ANKRD44 ASAP2 SEC24D PLEKHF2 SRSF10 SPSB1 ROBO2 LRCH2 DOP1A OGFOD2 B3GALT1 DPP8 HEATR1 XIAP PSD3 DCUN1D2 ANKRD40 CMTM4 CCND2 CYGB PIK3C2A INPP5A MYO1B PAM FBXO41 SLC12A9 STK26 IL17RD CACNA2D2 KRT74 DLX5 GNAI3 CCDC190 SNX1 TIMP3 HDAC7 GALNT13 ZNF496 FMC1-LUC7L2 HCN1 TET3 LSMEM2 SP1 TMEM214 OVOL1 TRPM3 C12orf60 RPP14 STX17 CHIC2 OSBPL11 SEMA4D PTP4A1 PTPDC1 FRMD5 KIAA1143 CEP43 CEP170B SPRY3 DUSP18 ZFPM2 GTDC1 TLCD3A OTUD7A JPT2 RNF19A FOXK2 FAF2 FBXL5 COL11A1 MTSS1 RPS6KA6 MAP4K5 ZDHHC17 OGT RNF165 OTUD4 SERF2 LDLRAP1 ELMO2 GRM1 CDCA7L PI15 CTDSP1 STK36 ARHGEF12 TOR3A FGF9 IKZF2 IQCK SIRPA PDE3A SRGAP3 TTYH3 IDH2 FBXW11 JHY CCND1 EIF4EBP2 COMMD7 USP49 PSEN2 SOCS7 HP1BP3 SH2B3 SPOCK3 PDE6C UGT8 TMEM117 HADH SLC7A8 HS3ST5 GLRX3 FLOT2 ARFGAP2 CELSR3 MYO18A KIF13A AMMECR1L FOXO1 NEUROD4 WIPF1 ARL8B RIMS4 CAV1 PAFAH1B1 MSN SPOUT1 AZIN1 CDC42SE2 CSMD1 DAZAP2 ATF7IP TWSG1 RPP30 RNMT NRG2 GRIK4 NEMP1 EGR1 PLK3 FZD5 LNX2 PCDH7 KLHL24 WDR82 NFYB NXN EPB41L4B LUC7L2 KLF6 ARMC7 RGPD2 YOD1 FKBP9 MBNL3 MAP3K20 RALB SLC26A7 CARHSP1 SERTAD4 FUT8 ADSS2 DNAJC3 MYO5B VKORC1L1 ETV1 ZNF695 SLC25A44 ARHGAP21 TET1 L3MBTL3 MIR150_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR150_3P MYB ZNF217 TFEC TMEFF1 SLC38A2 CEP68 PRKAA2 MEGF9 KLF4 FYN ZNF845 PLAGL1 THEMIS SIX1 XRN1 SEPTIN10 SMCHD1 DYRK1A SLC41A1 WDR17 MSANTD3-TMEFF1 TENT5C AMELY ZNF780A AMD1 TIAL1 COL9A1 VPS26A CNOT7 NEBL EPN2 ENPP2 NRP1 HK1 CDCP1 WDR44 DYRK1B MYO6 HNRNPAB DOCK9 PIK3R3 HCFC2 PTHLH TTC7B KCTD17 SLC25A26 PHF11 ADAM12 SRCIN1 UCHL5 BCL3 FTH1 ARID1B STAP1 BBX CDH2 KIAA1143 TPPP3 TRMT6 NR3C2 MRPL35 TXNDC16 CREBBP CAV2 LEPR KITLG SVEP1 ALG10B GCFC2 C7orf77 DCN SCN2A ARPP21 RFX3 THAP2 PDE8B CSGALNACT2 C14orf119 TMEM179B SMAP1 CD164 ANGPTL7 MAFB SCYL3 ZFHX3 STRN3 ZNF347 CCDC43 ACKR4 SON ARHGEF2 SFPQ FBXO11 UBE2G1 RTP1 MPP3 TAB3 SIAH1 CDH4 PAFAH1B1 SCN3A DIXDC1 TMEM70 SCN1A PRKRA TRIM59 ARHGAP24 UBE2D2 PLPPR4 SLC17A6 YES1 TMEM150A ZCCHC2 MSI2 CREBRF NAP1L1 CTSC BMP6 HECW2 CYFIP2 MAP2K4 DOCK3 DENND4C SLC25A21 CRAMP1 PTGFRN ZMYM2 PHLPP2 MIR2117 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2117 AP4S1 BCL2L13 DLG3 GAD2 CSRP3 ENPP1 UTY CPSF2 IL1RAP C17orf102 ASB4 GPRASP1 LIMA1 EHD2 PURB RUNX1T1 COX11 AGFG1 RPS6KC1 NPFFR2 PIAS1 KCNN3 CR1 KAZN PAK5 ZBTB20 SMAD9 JARID2 RBM12 DAB2IP PLCD4 VRK2 PIK3R4 FAM114A1 C9 TAF4 RO60 C9orf64 NFASC DNAJC22 STX6 TTPA OPRM1 PTGER4 TRIM33 TUBGCP4 ZNF711 FAM214B BORCS7 CFAP91 DNAJC14 OSBPL11 IL22RA2 ZNF322 ANXA3 TBX18 YTHDF2 SNRPB ZNF37A POLR3B SIGLEC6 OR51E1 EVI2A ACP3 BTF3L4 LARP4 CNDP2 TNRC6B TM2D1 ZSWIM6 ATP2A2 SDCBP2 PAICS HOXC5 BCAT1 TFAP2E MRPL9 TRIM71 ARG2 F2RL2 PMM1 CCDC186 PLPP5 NUDCD1 NOLC1 HKDC1 ZNF385D PSIP1 TRAPPC6B RAB40C THSD7A PRY2 CYB5R4 CD93 BMP3 BNIP2 PRY TMEM248 CPVL ALDH9A1 EIF2S1 JCHAIN NTNG2 PHLPP1 RGS7BP MSANTD3 STK38L KLHL18 ESYT2 CDC42SE2 NOG UGT2A3 ZNF268 TMEM260 LRRTM3 ARHGEF18 FRRS1 KIT USP32 RPRD2 RABL3 ARID2 CAMK1D PGM5 TMEM234 PELI2 RASSF3 PAG1 MIR891B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR891B CRH ZBTB44 CPEB1 FZD6 DIS3L EYA4 FOXO3 HIPK3 SNAP23 FIBP EMC4 UBE2D3 PSMC2 BAG3 DCUN1D4 EPHA5 PURB GH1 GH2 LYPLAL1 PIK3R1 ZNF277 OR2H1 SH3BP4 ZFAND5 MYBL1 PSMA1 KDM6A KLRC1 CCL28 XPR1 DAZAP2 DKK3 ZFAND1 RPL22L1 SPAG1 RILPL1 ABHD17B FMR1 KLF7 ARMCX5 GLCCI1 PTPN12 MAGED4B DCK ARID1B MAGED4 MIP SOCS2 CTTNBP2NL NMNAT2 TMEM161B ARPC2 CBFB NCOA2 SLC12A5 TNRC6B TOMM70 CALM2 SYNJ1 GTDC1 CERS6 SH2D1A PFN2 RNF141 ARMC8 BFAR COL11A1 MARCHF2 RAPGEF2 EEF1E1 DNAJB9 SZRD1 LONRF1 NEK7 ACADSB MMP8 RBPMS C12orf29 MAGOHB MAFB LRRC8C ROCK2 NEB TRAPPC10 ONECUT2 KRT14 KLRC2 MED13 HLA-F ANKRA2 NRXN3 TM9SF1 SNRPF SLC25A35 SHISA3 SLC25A37 ZNF207 RAB9A PSMC6 USP10 HYAL4 PARP1 ALDH3A2 PRR14L DMRT1 FGF13 ARHGAP32 FGA PTAR1 DPY19L4 INO80D ZNF215 FAM110B LDLRAD4 NEXMIF ZNF528 HYLS1 SMIM9 HFM1 MMP13 C8orf34 INHBB IL9 BCAP29 FBXO42 RBM44 IL1A LARP1 MIR4779 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4779 CASTOR2 SLCO1A2 AHNAK2 CLPTM1 ZNF384 AUTS2 TRIOBP C20orf96 NRN1 STK24 PIANP CARNS1 SLC30A3 FAM189B MYBPC1 ADD1 MANBAL FHIT SAR1A RUSC1 COPS7B XYLB CYGB FAM222B TOM1L2 KLHDC8A FAM219A SALL2 AKTIP COP1 PDX1 IRX5 ERC2 C20orf194 KLK4 CCDC30 MOBP CSN2 MRPL49 LMLN PRKACB IRX6 ZBTB40 POU2F2 KDM2A MPIG6B SOX12 USB1 LRSAM1 ZBTB7B AGAP3 HLA-DPB1 ABCG4 SMURF1 MTRNR2L3 CAPN15 F9 ATF7 CRTC1 KRTAP5-7 EXPH5 TM4SF20 TRIM34 NOVA2 KDELR2 TMEM184B HAPLN4 TINF2 TRIM67 RAB37 GNRHR SMC1A SKI ZMYM3 POLR2F SARS2 UBR4 CPLX3 GNAO1 PSMB2 PITPNB FOXP4 HOXA2 CDH24 SLC9A1 ZNF792 RBM44 LRP6 F12 NDUFAF5 WIPF1 CLIC5 NDUFA10 CDH26 NPLOC4 SLC25A20 NREP ACVR1B ANGPTL2 ZNF703 PLXNA4 AC016876.1 GSDMA S100A3 NPTXR TMEM214 POU2AF1 MRPL43 SLC13A5 MEX3A ZCCHC14 IQSEC2 CLMP EEPD1 MRPS14 FAM78B OCRL LZTS3 KSR2 DUSP8 GLUL LRP10 FAM120C KIRREL3 PACS1 TRIM6-TRIM34 NR3C1 RIMS4 SYT11 AZGP1 VAX1 RNF157 SLC5A8 PRIMA1 CAMKMT LENG8 RPRD2 SDC3 POU3F4 RFFL DOK2 DSCAML1 RET TPPP ST7 CCDC141 MIR4430 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4430 ASCC2 YY1AP1 GRM4 MNT PDPK1 AGO3 STK10 FCRLA OSBP2 ZNF281 TREM1 PRADC1 MLEC TSHZ2 PITPNM2 PEDS1 MYL12A RNF43 GLS HJV GRAMD1B SSH2 N4BP1 FAM222B GUCD1 SINHCAF WWC1 PHACTR4 SEMA6C THAP5 STAMBP IREB2 RHOQ RPP14 SEZ6 ZNF33B CLNS1A IGF2BP1 BMX RPRD1A ATG13 MPI SUSD6 ORAI2 BCL11A RERE NTRK3 ST6GAL1 DIPK1B ST3GAL1 CFH HYDIN SKP2 ZNF329 SLC26A2 CBX5 KDM3B EFNB3 SPOCK2 PPIL2 SPRED2 PLEKHM3 CCDC3 TMEM248 ADCY1 TCP10L2 POU2F1 RSPRY1 PSD2 TECPR2 CACNA1H MYLK4 LUC7L2 ZFP91 SYT1 PPP1R3B SDHAF3 UNC13D KLF6 ZNRF3 MBD2 EPS15L1 OPA3 ATOH8 MFAP1 DISP2 ELK1 ZDHHC7 FLNA MYEF2 ZDHHC22 PPFIA2 TRIM40 RASGEF1A TACC1 STUM RARB MCUR1 FARP1 VASH1 PLXNA4 KLHL42 NECTIN1 CHD2 FMC1-LUC7L2 ADPGK UBOX5 SHROOM4 TIMM23 HSPB6 DPYSL5 CORO1C ARGFX KRT85 SIK2 POTEM IGFBP5 DDAH1 PHLDB1 GOLGA1 DOK3 SH3PXD2A DUSP8 PPP3R1 PLXNA2 MAP6D1 SEPTIN3 L3MBTL2 AAK1 ZMYND12 TRMT61A GLYCTK CCDC28A DPY19L1 ST8SIA5 ZNF827 SDC3 SMPD3 UHRF1BP1L CLOCK GRIN3A TTBK1 DGAT2L6 PURA MIR190A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR190A_5P CEBPA GPHN TAPBP DAG1 DMD PAX6 SMC6 FBXO22 MRS2 ADGRE3 ZNF529 CELF4 PSMA8 CDIN1 TNRC6C ERG CHD7 CFLAR NBEA ZSCAN31 XRN1 FGF14 ASAP2 DEPDC5 TBC1D14 BACH2 TCF4 KLF15 ARPC5 TRPS1 ADGRA1 SAMD4A CROT ORC4 CWC27 WDR44 KCNQ5 IKZF2 DOCK9 CPOX RBL2 MUC17 SYNJ1 TRIM33 CSRNP3 MYO5A TANK TRIM36 WSB1 TOMM5 LPCAT2 PHF20L1 ANGPTL1 TMEM161B DHRS12 CSN2 YTHDF3 PTHLH STK35 IL2 BCL11A ZNF585A SEC23A MPP6 ZDHHC15 EPC2 TP53INP1 NLGN1 MED4 NEUROD1 RBAK SEC14L1 SPC25 STT3A KCNB1 NOLC1 DENND5B ROCK1 TRIM55 KCNK9 MEGF10 SHANK2 ZNF280D PAX3 KCNA4 TNRC6B PHLPP1 FNDC3A LMBRD2 OSBPL6 TAS2R14 STK38L AZIN1 MMAA MYCBP2 HECA ZBTB41 XPO1 NHLRC2 DMXL1 ANKRD34A OPA3 VWC2 CDKN1B ZNF665 NBPF12 CAMK1D CAT CLOCK RCOR1 TNRC6A MB21D2 MIR3606_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3606_5P CAMTA1 TMEM41B AMMECR1L ITGA6 MBNL3 ARAP2 STXBP4 CXCL6 RALGPS1 MIER3 RBM39 PROM1 NIPA2 CLIC4 CMTM3 GNPAT AKAP12 EDEM3 GLB1 STX11 MCCC2 TEX12 ROBO2 NIPBL HSD17B13 KCNN2 BBX GALNT3 VASH2 ZNF367 GUF1 CSNK1A1L GDNF SAMD4A MSL2 SP3 IBTK KCTD5 RANBP3L APPBP2 C7orf69 TRAK1 MYH11 FUT9 NPTXR NUMB INPP4A ABCA1 DEGS1 ISL1 OPN3 ABHD17C ITGA8 PLAU MUC7 VPS13B COBL KATNBL1 ZC3H13 SLC1A2 SMARCA5 ANKRD29 CDH2 ZNF311 EPB41L4A COL6A6 DNAJA3 RC3H1 PHACTR2 LRRC58 EPYC PGM1 COLEC10 ST8SIA3 INTS6 OAZ2 FAM170B SYPL1 NECAB1 PIKFYVE RAB1A TFRC RAB3C DCN CLEC10A THAP2 POU3F2 LPIN2 ECM2 PSMC2 ADGRG2 CNOT6L TRIM23 CCNT2 KDM7A ERO1A TRPV2 G2E3 EBF3 NFKBIZ ZFAND3 KIFBP FAM149B1 FBXW2 PIK3CA UGT8 CNTNAP5 BAZ2B EPHA7 IGFL2 GBX2 CSRP1 RTL3 PRKCQ ERMN AAK1 SBF2 SLC7A11 MSRB2 FGF2 DIP2C SH3GLB1 CRISP3 LDLRAD4 PCDH15 RUNX1 CIITA DTL RNF44 MEOX2 DGKK ADRA2A FRZB DNAH8 YTHDF1 HOXC8 SBSPON RAPGEF4 SCAI MCM9 TMEM245 GPR137C CAMSAP1 NIBAN1 NECTIN3 RIMS2 JMJD1C MGARP TECRL SATB2 MBTD1 AKT3 MIR433_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR433_3P SOX6 B4GALT3 MMD ZNF302 CFHR3 FERMT2 SGMS2 MFAP5 MIER1 CD300LF LYG2 TNRC6C SEMA6A PGR MAPK8 ZNF91 ASAP2 CHD9 FBXW7 CEP57 PRKG2 WTAP MSL2 GCLC TENM1 ZNF567 ST6GALNAC3 ENY2 ANKRD12 TOP1 SMC4 TASOR GFRA1 GXYLT1 RHOQ UHMK1 ZNF844 OMA1 ZNF440 SLC25A46 CSPP1 GASK1A ACP1 MARK3 NCOA2 SNTG1 PLD1 BPTF AHR ADAM18 TNRC6B SASS6 CCDC138 SMIM19 DKK1 GOT1 ZNF763 BCAT1 VWA5A CLIP1 DPYSL2 CYCS SUCNR1 RAD21 CLTC TRPA1 RAB23 MYH9 PLCXD3 CEP135 CHD6 TMPO TACR1 ASPH TMEM33 HNMT LAMC1 TBC1D19 STARD3NL RECQL HOOK3 CLCN3 KDM3B GAN RBM11 HOXA1 NMT2 FPR3 ZNF704 CAP2 YWHAG HECW2 KRAS C1QC ORC5 TIA1 STYX CDK17 ZNF700 PRKCB EPHA7 SESN3 SH3BGRL RIOK3 AP3B1 SESTD1 ZNF563 F13B AZIN1 TTC13 NAGA CCAR1 CLINT1 CARNMT1 CYP1B1 FOXN3 UBE2D2 ST3GAL2 MAPK6 NR2F6 ZNF439 SLC17A5 MOB1B DTD2 KRT20 ZC3H6 WWC3 LIMD2 EPRS1 CREB1 LRRTM2 IGFBP1 LIN7C ZNF354C NMI SMG1 MIR4635 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4635 MTTP PTPRR C17orf75 CDC27 UCHL5 PRRG1 STAM TNFAIP3 SPATA13 KBTBD2 PAQR8 UBL3 PKD2L2 SUV39H2 DIO2 QRICH1 FBXL4 HEATR4 TAFA1 PSG3 PHACTR4 CPEB2 PGK1 BRCC3 RAD51AP1 KLF7 ERC2 PSG5 PRICKLE2 INPP4A YEATS4 RREB1 RAP2C PCDHA9 HS3ST2 RAB31 KCNQ5 IDE NFE2L3 C1orf21 ELOVL6 PIK3C3 RCBTB1 LRCH1 MATR3 WDR36 BCAT1 FAM13B TMC5 TNFSF4 CAMK4 SPRTN MGAT4A DTNA APBB2 ZNF12 GPR155 WDR31 DMTF1 CFAP65 SLC45A4 SLC8A1 KDM5B LIAS CUX1 PPM1B MAPK10 CEACAM8 HIPK3 NCAM2 MIA3 RANBP6 TRIO RXFP1 PSG11 CLEC2A TRMT61B ZNF780B TAF5 EPHA5 AKAP6 GRIA3 ZFC3H1 TMCC1 CHD3 SAR1B PPP2R1B C9orf24 MOSPD2 DAP GRAMD1C SOGA3 ERO1B ADGRF2 STYK1 GINS4 PDE12 ANO5 COQ6 SCG2 EID2 SMIM7 ZNF451 PSG2 PCSK6 STRADA ARIH1 NLGN1 THAP10 RBPMS SNAP47 POLQ RBM48 MPHOSPH9 TMEM252 ERH ZCCHC7 RAD51B KLHL1 MYF5 OMG VAMP3 CLEC1A COQ10B DYRK3 TLR7 TMEM260 NFYB EFEMP1 PLSCR1 DR1 SOS1 MTHFD1 ARX MIR4677_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4677_3P CXXC5 PLS1 PDE4B PEX11B KLK3 ADAM19 NCOA7 CHRDL1 GLB1 PURB FSHB GALK2 TPD52 ZNF250 ITGB1BP1 SFMBT2 SORBS2 MRPL19 JPH3 HSPA12A POPDC2 CENPU KLHL14 FAM122B ANKRD62 SAYSD1 KLF7 RPE ABHD14A PPP1R12A PALM PTPRO LDHB TBL1X FCRLB PDE4D RPRD1A GOLGA8H BPTF DUSP18 TNRC6B AMOTL1 NEDD9 GOLGA8A GOLGA8R ARHGEF38 ZNF737 DENND2D CCDC181 RAET1E TNFSF4 LCLAT1 RIMS3 STARD3NL RCAN2 RICTOR CNNM4 DCAF12 CASP14 SLC41A2 WDCP ZFHX4 CUX1 BBS9 CD300A NRAS EP400 ESYT2 ATL2 PRKCQ GOLGA6D YWHAB NDEL1 GINS2 SGCD GNAQ L3MBTL3 GOLGA8N PRSS23 TRIQK DCTN6 E2F2 IFNAR1 RABL6 PRKAA2 SOX7 PTPN1 G6PC2 CAVIN2 C1orf141 IVNS1ABP MACO1 GOLGA8Q ZSCAN16 DPH6 GOLGA8T PDE10A CYP7B1 SOX6 IMPG1 KCNC1 TYMSOS HEBP1 DAW1 UBAC1 GMNC RAB1A HSD17B10 YLPM1 HNRNPU GOLGA8J ZDHHC7 CDK8 TP53AIP1 ZNF501 ARID3B SOX10 GOLGA6C GOLGA6B RB1 SIAH1 MECR PCDHB14 RPGR SEC24C GOLGA6A GOLGA8M NEXMIF PARM1 CDC23 CPA3 CD8B C8orf58 SLC6A6 ZNF22 ZBTB11 MRPS26 TPPP MIR6728_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6728_3P DLEC1 MDM2 PLCXD1 PDPK1 STEAP3 ZNF423 TRAM1 TMEM178B DERL3 HOGA1 UBTD1 BCL9 TNS2 SGCZ PTGES3L KLF12 ANHX ESRRA PLTP USPL1 TENT5C U2SURP CASP10 ZNF546 FYCO1 PPP2R5E CASKIN2 GUCY1A1 GPR161 GRPR EXOSC1 SEM1 GHR TASP1 PCYT1B PIP4K2B TMEM231 EPHX2 ZNF18 CCDC126 C1orf21 KIAA1217 IL18R1 GAREM1 ZNF112 FRMD5 AQP7 PRTG VSIG10L SLC39A8 GATA4 CDCA7L KIAA0513 UEVLD STK32A PHF21A TMPO CEP162 HABP2 GRAP2 SETD5 FAM168A TOX4 UMPS ZNF347 RBCK1 PLG XKRX NTRK2 RUNX2 ITCH SLC18A2 CUX1 TCF12 GEN1 TLCD2 MSRB3 RPS6KA4 NEB STRAP PIGA RRP15 KIF3B MAPRE1 SLC2A10 DTX1 NCBP3 FZD7 PRSS33 TMEM72 ZMYND19 RHBDD1 PCDH7 IDO1 UFM1 GFOD2 MGLL TNS4 MECP2 MYMX PCYOX1 ZNF135 SH2D5 TNFRSF13B SRPK1 UNKL CAMTA1 FOXO3 SCN8A ZNF267 MCCC2 AUTS2 MAPK1 NDFIP1 FEZF2 MTF2 SPRN CPD TAFA4 ZNF606 RAI14 MAGI1 ARHGAP36 KREMEN1 ZNF536 KLF13 RPL28 NIPA1 POLE4 ZC3H7A GABPA SZRD1 EEF2K SH3PXD2A GPC6 SV2C LRATD1 PLXNA2 MYOZ2 LOX RSF1 NLK SPOCK2 PLEKHA8 ZNF827 MFHAS1 FTO MXD1 S100A10 SFXN3 LPCAT3 MIR4318 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4318 VCP DCAF8 UBE2V1 NRG1 FN1 MBNL3 NRN1 NR3C1 RBPJ PDPR PXMP4 SSBP2 ELAVL4 SCN8A TSHZ2 B4GALT6 KALRN ZNF274 GALK2 CCDC47 STARD13 PAK5 RUFY2 SNAP25 PAM ANKRD12 CNTN5 PTPN3 MAGEB4 CCDC152 USP38 SINHCAF ZFP36L1 CARF HECTD2 ENO2 CEP170 MYLK DCX REEP1 ERLIN1 CADM2 TRIM33 BOLA2-SMG1P6 PHF14 MYT1 SH3TC2 SH3RF1 SGIP1 SIK3 CREBZF NMNAT2 SCAMP1 DCUN1D5 RBM33 CERS6 ZDHHC11 CDYL2 ATP8B2 ARIH1 CHRNA5 ZMYND11 IGFBP5 COL5A1 POLR2J SORT1 ATXN1 OTUD4 PCDH9 FBXW7 ARPP21 MAGEB6 TMEM144 BCDIN3D EPCAM NAA15 SPARC UBE3A ALKBH2 VEZF1 PIP4P2 KIAA1210 DCANP1 ZNF280D USP51 CDADC1 SEC62 CIT PEDS1-UBE2V1 TRIM2 DNAH5 SGCB INIP MAP2 CSMD1 INO80D ZNF215 SLC6A14 PPM1H RNF207 TRIO EMC3 DUSP7 C4orf46 RLIM CYLC1 ANKRD34A NPTX1 GRM6 MFSD14A ARRDC4 P2RY1 SEPTIN11 E2F2 STON2 GSK3A REEP3 FOXP1 PDZD11 MIR6818_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6818_3P LARP7 PRDM16 EFHC1 OSTC PTPRR ADGRG6 PCSK5 A1CF CREM PPP4R3B ADM5 BDNF GADD45B RIMS1 PNISR ARSA CAMKK2 NTM DOCK5 FOXD4L5 CCL28 NPDC1 EYA1 PALM2AKAP2 FAM91A1 MED14 TIMM17A KDM8 ZNF398 RNF212 SLC16A7 LRRC10 SPDYE6 ARID4B NBPF14 OPRM1 NBPF11 TTC39B SAMD13 CASZ1 CGNL1 RAP2C KLHL23 DUSP4 RLN2 TMEM231 OTX2 TMEM11 GPM6A RTN1 BRINP2 CD3G NBPF9 KCNC1 NFIB ZNF716 DOK6 GABRA4 ARHGEF38 ASH1L ZNF737 CD44 AMMECR1 PRKCH BAMBI GATA2 FOXN2 CD164 ZNF329 BHLHE22 PTPRT MCC ADAM10 ADGRF1 MAP7D3 DPP3 RPS23 MGAT5B GATA5 PCDH7 DUSP14 NBPF8 THSD7A NBPF20 SORCS2 CATSPERE AIG1 PRKCB ZFHX4 PDGFA SLC35F5 CTBP2 EIF2S1 HRH3 NBPF15 DNAJC13 FCGR1A GLT6D1 TTC30B NYAP2 FZD7 ABO ZMYND19 RBMS2 RFPL4B SLC35D3 ERBB4 SLC30A8 PKIA OLIG3 NBPF1 SPDYE5 L3MBTL3 NHLH2 ZNF609 WDR37 PNPLA5 FCGR1B NOTUM NBPF12 CLDN8 BCORL1 DMRT3 ZBTB10 SHISA7 PLEKHA5 TRIB2 MIR376A_3P_MIR376B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR376A_3P_MIR376B_3P RAPGEFL1 SLC25A16 CFAP97 PUS7 HDX CDO1 FAM98A OTUD3 RHBDL2 GAB1 TRMT9B ERI2 FAM117B ZNF254 EIF4B TLCD5 DSE QKI G6PC2 CHD9 TMTC4 KLF15 PDIA6 SCOC DCTN5 WWTR1 NIP7 TRIM22 TRIM60 SLITRK6 TRABD2B WDR17 PLEKHA5 RFTN2 PSMA5 RBMS1 ST6GALNAC3 SETD7 CABIN1 ZFP82 XPR1 GRIK2 HSPB7 ZNF230 ATP2A2 NME5 PLAG1 SPDYE3 ZNF559 BEND4 LIN9 HEPHL1 KL PON2 PDE8A CACNA2D1 BRWD1 MACROD2 ZNF225 EBF2 TRAPPC11 TIFA MT2A AGO2 PGAM5 HBS1L PPP1R10 EML1 RB1CC1 PAX3 BPTF HGF PRKACB SLC16A4 MT1X TRPM3 TIAM1 EPHX4 SCN9A ENPP3 CUX2 AQR EFNA4 GPR180 SUGT1 ELAPOR1 MAN1C1 PI15 SPTSSB ALDH1L2 PRKCE SGMS1 ENOX2 LAMC1 HNRNPA0 GIGYF2 GRAMD2B SLC7A2 FEM1C UST GPC6 CEBPB USP49 BNC1 SREK1IP1 ZFYVE28 PPIL3 LSM8 C15orf48 FBXO11 ZNF80 GLS CRISPLD2 PRKD1 HYKK COQ10B NSG1 ATP6V1G1 DLAT TNFAIP6 EVA1C CELF4 USP53 PRSS35 HFM1 GLIPR1 KIAA0825 GLE1 KHDRBS3 SCAI DSCAML1 CCDC191 SLC25A14 KPNA4 PEX12 PRLR PCDHB9 IARS2 SIDT2 ARL15 SLC4A4 MIR3692_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3692_5P DLG3 GRIK3 RAPGEF1 PEAK1 USP20 RPL22 KCNMA1 PSRC1 DCP1A ARRB1 SORBS2 DCUN1D2 ELMOD3 PACSIN2 XYLB ARFIP1 NKRF PNN TVP23B SH3YL1 RALGPS1 TSC1 ATCAY IQSEC3 EXOSC3 URM1 IFNB1 GLUD1 C20orf194 CLNS1A HIF1A IGF2BP1 FAM107B TMEM106C STING1 PPARD HK1 TNRC6B ATP2A2 SNCAIP RASSF8 NFASC ADD2 ULBP2 ZCCHC3 GRID1 SLC25A36 PACS2 UBXN10 EIF4EBP2 ZNF704 ZMYND8 PPP2R5E PIAS2 TCF12 CCDC97 FAM219B GAL3ST3 NUP153 ATP6V1E1 POU2F1 MSANTD3 FAM227A RMND5A NFX1 HIPK3 TJP1 SFSWAP TTC21B ZMYND19 ATG7 ILDR2 TEX261 TMEM169 ERMP1 LAMC3 CEP57L1 SLC4A8 ZNF223 MAPRE3 SZT2 MGLL SMAD2 NNAT DUOXA1 ATXN2L ARHGAP6 RTL5 KCND2 MYO1D ZNF471 CNOT2 FOXO3 SOGA1 TRAPPC9 SCN8A GPM6B CSMD2 PAX9 REPS2 RNF41 GKAP1 SLC24A2 IGF1R HECTD2 RAI14 SMIM21 ARHGAP42 ARL3 CREBZF DHX35 CAPN6 MOGAT2 PDIA6 SPRING1 TUT4 NEUROD1 IPO8 TCEAL5 GRM1 SMARCD1 KIF26A EBF1 PTP4A2 FAM149B1 AGO4 AGAP1 SHANK2 ZHX2 SLC17A7 MAPK6 ALPK3 JAZF1 SIN3A CALML4 ACVR2B CAMK1D ZIC2 ZNF827 ERC1 KPNA4 MIR6860 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6860 CREB5 SIKE1 HOXA13 TMEM41B COL4A5 TANGO2 CHL1 RAB11FIP3 FGF14 SIDT1 PTGES3L KDM2B SRR C1orf210 SAR1A DCTN5 CMTR2 TRABD2B PSD3 GDNF SSH2 RMI1 YAP1 APPBP2 PPP2R2B DAB2IP NRP1 NDOR1 GPI IFT122 GABRA1 FMOD CCP110 CXXC4 AKAP13 ARF6 BTRC ABCB8 ZNF322 SEC14L1 PHF21A SPRTN FBXO33 KCNB1 FMO5 APBB2 SLC6A4 NF2 JRK CRTC1 ZNHIT6 CKAP4 RD3 TPI1 RC3H1 PRR14L LRRC31 SEC63 ATP8A1 GIPC3 DDX11 KCNK2 GRK6 PTEN IPO9 FOXP4 CMKLR1 ACP6 YTHDF1 PPP3CB TMEM127 CCNT1 GPR62 TFAP2A NOS1 LRRC41 TRMT13 FAM120C AHI1 NUDT19 SLC25A12 CEACAM7 SRFBP1 NECTIN1 PLEKHM1 WNT4 RPL28 SMPD1 ARRDC3 H6PD TCTN3 MARCKSL1 NXF1 PLOD1 RARB ZBTB8B SMAD6 GAB2 ARNT2 PRND RBMS2 LRRTM3 NUFIP2 HIVEP3 NLRP14 RYBP LARP1 MIR1909_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1909_3P CAMK2G POLR3C CREB3L2 UBTF PMEPA1 TSPAN9 TGFBR2 ADGRA1 SNRPN IP6K2 GRAMD1B PSD3 DAB2IP DLC1 ATG9A AHDC1 DDR1 NR6A1 LHPP CARMIL1 NFIC C16orf70 STX1B ORMDL3 HM13 EFHC2 RPP14 CANX COG6 PYCR3 RCBTB2 CACNB3 CLK2 GRID2 EFHD2 TNRC6B MPP2 SIGMAR1 FOXO4 GSKIP CAMKV LRRC20 NFASC MGRN1 CNOT9 ELF4 PRRT2 WDTC1 CDK16 MTRF1L PLCXD3 CHMP6 PHF21A ITGAL SEMA3F RAB5B DEDD2 TSPAN33 ZNF710 RBM42 UGT2B28 GDPD5 SNX21 NFATC2 PBXIP1 FBXL18 INO80 MYD88 UBE2M SP7 PPP1R9B REEP4 SPTBN4 B9D1 HSP90B1 EPHA2 FGF1 GPR62 FHL3 MAZ SOGA1 DCHS1 SNX33 FBXL19 MAP1A RAB1B ZFP41 PDXK UPP2 TSKU ZCCHC24 KIF21B THEM5 NFAM1 C10orf90 MEX3A STK35 RAPGEFL1 ZNFX1 ATP12A RPP25 PLPPR2 FAM131C CTDSP1 SPINDOC CALB2 HTR4 OTOP2 TTYH3 EIF2B5 SH3PXD2A KSR2 DHODH ZMAT2 E2F7 C19orf54 DPPA4 SNURF MEF2D NTNG2 BAK1 ORC5 PRND ATP9B RTL8C NIBAN3 RNF157 TSPAN7 MARK2 ACTR1B NPTX1 KCTD16 IGF1 ZMYM6 RYBP DOC2B ITPKB ARHGDIG MIR6088 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6088 BRD2 HTR2B SIX4 ZBTB44 DIP2B ABL2 RBM24 SLC30A8 GNL3 TMEM178B WASF3 SFXN1 LRBA UBE2E2 BAG3 COL5A3 THRB SYNCRIP SC5D CDC42BPA ZNF182 SRSF11 VASH1 DISC1 HTR2C HIPK2 PLPBP FADS6 SECISBP2L EME1 ZWILCH TTPAL PSEN1 ITM2B FRS2 SLC39A11 GOLM1 PAN3 SINHCAF MAP3K7 TBL1XR1 SLC38A2 CPD HTR3A ARHGAP26 ATP6V1A COL1A1 MYO6 SEMA5A ABHD17B ABHD14A UBXN2B GXYLT1 ZNF701 CACHD1 INSYN2A ERC1 TTPA DEGS1 AHCYL1 MYO5A RALBP1 ZNF583 MSI2 CACNA1A DSG1 TM2D2 CBFB MLLT10 VAPB AKAP13 PC MEX3C RECQL5 EPM2AIP1 EIF2AK3 MOGS SPATA5L1 FOSL2 MRTFB IGFBP5 CCDC110 NFATC1 ETV3 USP24 SCUBE2 ARFGAP3 COL25A1 CPB2 ADD3 CRELD1 ALDH1L2 IL2RA FGF9 PSME4 SMNDC1 C12orf76 STRN3 GDF10 SH3PXD2A LRP12 GABARAPL1 DCLK1 FNDC3B SEC14L4 KRAS PGLYRP4 SRD5A1 ATP10A FTSJ1 NPR3 ST8SIA4 FSCN1 SYT3 TP53RK NSD2 PPM1E NECAP1 ASAP3 GIGYF2 COMMD2 MAPK7 KIF3B AFF1 FNDC5 CLDN22 BAAT RPP30 MGP DENND1B NEXMIF RND2 SLC16A2 PTPN4 MEDAG NEURL1 CHST10 RAB11FIP1 TUB PTPN23 COL24A1 RASGRF2 EXOC6B ETV6 WWC3 UTP18 VAX1 KAT6A AKAP6 NFXL1 GLI3 FGF1 CLTRN NEK5 MAB21L1 PHF6 B9D1 TSHR STOX2 SHISA7 FAM117A HOXA5 SYT10 SELL TRAPPC8 ITGB8 TET1 CIR1 MIR542_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR542_3P PRDM16 TCF12 PAK3 FHOD3 BIRC5 HIPK3 MYLIP AFAP1L1 PFKM ZFR2 RPS6KB1 KPNA3 TSHZ2 PRIM2 MINPP1 UBE2E1 NKX3-1 WDR33 PDIA6 PIK3R1 OSGIN2 DCUN1D1 CA10 FLRT3 ITGB1BP1 GDNF VPS26A CTCF FYCO1 TBL1XR1 PUM2 ANKRD10 FUT9 ITPRIP SUCLG2 IL33 LYSMD4 SUN2 GFRA1 SLC12A2 PSME3 ZXDA MUC7 POU2AF1 PHYHIP LRRC2 ELAVL2 SEPTIN2 COA7 EMSY AHR YPEL5 USP25 YME1L1 GPRIN1 VAPB PWP1 ATP8A2 ELAPOR2 ARMC8 ABR BTAF1 APLF GSTZ1 TPGS2 SPRED1 ALCAM ZFP28 RBM15B ZIC1 TSC22D1 MYH9 TRNT1 SLC33A1 BRK1 JADE2 RBPMS UQCR11 EVC UBE3C AP3D1 DDI2 SERPINB8 ZFHX3 FEM1C FKBP1B FIG4 TMEM65 HS2ST1 TKTL1 LPP PARP12 PLEKHM3 KMT2E RNF114 RTRAF BNIP2 CLBA1 ZFHX4 ZNF618 SNU13 HAPLN4 PTGS2 GBE1 ANGPT2 RPS6KA4 RSBN1 COLGALT2 CCDC71L SYT17 ANOS1 STC1 TNFSF14 MPRIP CCNT1 F11 SNTB2 B3GNT5 DDX25 EBP SMIM14 CTLA4 RAB44 SH3KBP1 CDC5L C20orf202 PAPSS2 C6orf47 MMAB C18orf25 AMMECR1 NXPH2 FBN1 CILP SHISA7 PLA2R1 FBXO6 DCBLD2 PELI2 PLEKHA6 MIR4670_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4670_3P NHSL2 ERMN SAT1 PDE4B HRH4 PTK2B MPDZ SLC4A7 CAPS2 RAN RORA ZFP90 DUSP1 PDSS2 IMPA1 RRAGB HNRNPR AZI2 OSGIN2 COX18 WDR17 TMC7 SEPTIN14 CPEB2 KIR2DL1 FBXO9 FNBP1L RPF2 CCL28 ALDH5A1 NEBL PHF8 THBS4 AQP4 DSTYK OIP5 WDR47 NDFIP2 FAM131B ADM OPRM1 SAMD13 C20orf194 AKAP5 ZNF711 KRIT1 HSPD1 TIFA PREPL CCR3 STXBP5 MTMR6 COL3A1 PAPOLA SPAG8 ZNF280C RGS18 GRIA3 TNRC6B SAMD12 BACH1 NKRF TMTC3 RBMS3 CGRRF1 PMEPA1 RCBTB1 ANXA4 NPR3 COLEC10 RBM47 GON7 TTN CTSV SDHAF4 SVEP1 RAVER2 GMNN FOXE1 CLMP EIF5A2 SERTM1 POU3F2 PPARGC1A PLCXD3 SCGN USF3 HTR1D IFIT5 VGLL3 SRP54 IGSF1 SYT4 FGF9 SNAP47 TMEM170B CYB5B NPAT PNO1 MTHFD2 FEM1C GPC5 MDGA2 EBF3 SIRT1 TJP1 FOXK1 ZNF326 TMPRSS13 VEZF1 TPBG RUNX2 ADPRM PTPRG EPG5 FAM118A UBE2G1 APLP2 CLEC3A BMPR1A RNF185 ADGRB3 IL5 NR2C1 IRS1 NLK TLE4 BMPR2 PLEKHA3 APOBEC4 ANKRD34B KHSRP PTPN4 TRPC6 C4orf46 RANBP3L PLN NXPH3 TPR FBN2 TESMIN UTP11 UNK SVBP ASXL3 TCF21 FNDC3A TMEM123 NOP58 SDR9C7 TM7SF3 CNTLN MSR1 ARL15 CABYR MIR6512_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6512_5P CTNNB1 HSPA14 NPHP1 CCNYL1 MTRF1L PTPRE LTN1 NID1 MEI4 STXBP4 PPP4R3B FZD8 ELAVL4 CDH19 CHL1 DSE CGGBP1 EPHA5 SHTN1 SEC24B GATA6 TRPS1 C1orf198 BBX DCP1A GNPNAT1 MYBL1 MTF1 PAK5 SEMA6D TVP23B FBXO9 FNBP1L CRISPLD1 HMGB2 LRRC37B MAP4K3 TCF7L2 BICC1 RNF125 ATAD2 ABHD17B ANKRD46 NF1 PSD3 CEBPD PAPOLG KRIT1 HSPD1 SLC30A5 CREBZF PAPOLA AKAP9 KIAA0895 DOCK11 SREK1 YTHDF3 YAF2 RAD51 C11orf52 NR3C2 CASP3 LRRC58 RPS6KA6 SUGT1 SPRED1 SLC10A7 RASSF6 ASPH SRSF2 MYH9 DNAJB6 FAM241B SDC2 PTEN GULP1 FAM168A CAPRIN1 SIRT1 CREM TMEM263 PTPRG CPSF6 IKBIP FGFBP1 BEST3 MTREX KCNA4 PPM1E NECAP1 HK1 OSBPL6 SNRPB2 SUZ12 CCNB3 PYGO1 RAPGEF4 ARID1A FZD5 ZFP3 TVP23C TBX15 UBR3 TRDN ASPN YES1 DPY19L1 OTUD4 IMPACT SPICE1 ZNF493 ACVR2B GRPEL2 MYO5B ARHGAP35 RFK ZFP36L1 MIR4716_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4716_5P ZNF568 SSX2IP ADAM22 HMGN3 DAG1 GRIA2 FKBP5 RNF220 ADAL RANBP9 ACSS3 HIPK3 SLC24A1 MAP3K7CL TMLHE EGLN1 POLR3C ZNF571 VLDLR MAGEA10 COBLL1 AP1S2 SGK1 TMEM106A ARHGEF38 SUPT6H LZIC RAB43 SP3 ZNF480 CRISPLD1 MTHFD1L PPDPFL MTMR1 TM9SF3 HEXA ERC2 BSDC1 TSPYL5 ELK3 SETBP1 ZFX TCTN1 BORCS7 NKAIN3 OSBPL3 ZNF772 DZIP3 NFIA TRAPPC3 IPPK DIXDC1 DACH2 CCDC43 SHPRH GRID2 ZNF197 TLE4 PICALM UBE2K RASA3 ADAM12 TLNRD1 RBM41 CGRRF1 STAC ZDHHC17 AASDHPPT PIKFYVE JAKMIP2 ZNF644 ZEB2 RABGAP1 SRSF2 CEP135 SYT4 LILRA4 CERS2 GRM3 GCFC2 PDCD6 ERLIN2 ISY1-RAB43 DHODH BDH2 PCDH7 CPSF6 UGT8 KCNJ11 ZFHX4 ATP2B2 NAMPT SCAF8 CCR10 SHANK2 IGSF5 BMP2K KCNS3 BTG1 SLC9A7 RBM46 SLC39A9 TTC13 LRRC4B ARHGEF33 DIP2C PRRC2C MFSD6 MSTN RABIF PGS1 GPRIN3 MBNL3 MFHAS1 ATOH8 SH3RF3 FUT8 EDNRB SMG1 TMEM8B TAFA2 HMGA2 MIR190B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR190B_5P CEBPA GPHN TAPBP DAG1 DMD PAX6 SMC6 FBXO22 MRS2 ADGRE3 ZNF529 CELF4 PSMA8 CDIN1 TNRC6C ERG CHD7 CFLAR NBEA ZSCAN31 XRN1 FGF14 ASAP2 DEPDC5 TBC1D14 BACH2 TCF4 KLF15 ARPC5 TRPS1 ADGRA1 SAMD4A CROT ORC4 CWC27 WDR44 KCNQ5 IKZF2 DOCK9 CPOX RBL2 MUC17 SYNJ1 TRIM33 CSRNP3 MYO5A TANK TRIM36 WSB1 TOMM5 LPCAT2 PHF20L1 ANGPTL1 TMEM161B DHRS12 CSN2 YTHDF3 PTHLH STK35 IL2 BCL11A ZNF585A SEC23A ZDHHC15 EPC2 TP53INP1 NLGN1 MED4 NEUROD1 RBAK SEC14L1 SPC25 STT3A KCNB1 NOLC1 DENND5B ROCK1 KCNK9 MEGF10 SHANK2 ZNF280D PAX3 KCNA4 TNRC6B PHLPP1 FNDC3A LMBRD2 OSBPL6 TAS2R14 STK38L AZIN1 MMAA MYCBP2 HECA ZBTB41 XPO1 NHLRC2 DMXL1 ANKRD34A OPA3 VWC2 CDKN1B ZNF665 NBPF12 CAMK1D CAT CLOCK RCOR1 TNRC6A MB21D2 MIR190B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR190B_3P TMCC1 NAA16 FZD6 C5orf47 SHMT1 PEX3 WNK3 F5 MTMR4 IL1RAP RPGRIP1L SSBP2 SAMHD1 RBM39 SOAT1 MSTO1 BACH2 FGF13 DCAF13 NREP PLA2G4D SAMD9 SRD5A3 ZBTB20 RFTN2 MINDY2 UBASH3B SOGA3 SMAD9 COL9A1 KCTD3 STX16 GALR1 FAM126B STAU2 TBL1XR1 GPATCH2 KCNQ5 E2F4 ANKRD36B NUMB SNX1 CEP57L1 INSIG2 DZIP3 ASAP1 NEDD4L RNF111 GUCY1A2 C11orf58 SMCO3 KRTAP4-11 CEP76 RBFOX1 KLHL15 SNX2 EFNA5 IDE SLCO4C1 PCDH17 MAPK14 ERCC6 ZMYND11 CTDSPL2 TAF5 NIN CLEC4E RAB3C VPS54 COMMD3-BMI1 ZNF92 XG TMEM38B HDHD2 SHOC2 IL18BP CHSY1 PDE3A MAGOHB KRTAP4-8 ZDHHC21 MPZL1 ANKRD36C HABP2 KDM7A SEPTIN7 DENND5B LPP DNAJA2 B4GALNT1 PTGFR UACA NUS1 EVI5 MYNN SMAD2 EPS8 RIPOR2 THSD7A GCH1 PFKFB2 TMEM181 CPSF6 AGAP1 TUB RAB8B ACTR2 RMI2 CXCL12 HACE1 LRR1 SEC62 ZDHHC20 ARHGAP32 NAA30 TFAP2A SNW1 ADAM9 PARVA NEXMIF GK5 USP31 C8orf34 RNF207 NOVA1 FCHSD2 BEND2 C4orf46 KMT2E GPR83 TLCD4-RWDD3 MSX1 CNST APPBP2 ACBD7 DLG2 RYBP FAM126A MIR6799_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6799_5P MEST MDM4 CASTOR2 PLCXD1 KCNIP1 CBL SLC30A7 ANKRD13C ATP5MC2 IRGQ FAM162B PITPNM2 MEIS3 TMEM106A MYORG HTR3D GFOD2 SLC25A45 IKZF3 CEBPZOS NDOR1 RAB15 ATCAY AR ZNF248 VPS37C B9D1 MIP PCYT1B DEPDC5 ENTPD1 EYA3 CASP10 CENPO GLG1 ORAI2 ZNF490 FNIP1 WDR47 FBXL18 CHRNB4 TMEM63C MPIG6B GDI1 ZNF772 RIMS3 COL11A2 GNL3L TJP3 NUP43 SLC6A11 EIF4EBP2 SH3BP2 CLCC1 DISC1 VPS26C ATF7 SLC8A1 RPH3AL MEFV KLHL9 EPB41L1 SPATA19 RRP15 PGM2L1 PRKCA MYO1F DDA1 NPAS3 SLC4A8 AP000251.1 FOXP4 ZNF626 STXBP6 METTL21A FBXL20 ZNF548 PRKCI FUS ELK1 CAMSAP1 ABHD4 SENP5 PCDHB9 SHISA7 ZNF391 KCNJ10 MTFMT CYP1A2 MPP2 ELOA2 SOGA1 SYT15 SYN2 NDST1 TRAPPC9 PLAGL2 ADAMTS4 SCN1B ZNF814 CYP4V2 KCNK16 PAPOLG RTKN CYP20A1 PDE7A HSPB2 ZNF544 RBMX TSKU ZCCHC24 CDR2L GNAT1 CAPN6 SLC35F6 MEX3A ARGFX PPM1F TSPAN18 KCTD10 HACD4 LIMK2 EEF2K SGMS1 SUSD5 FOXK1 VPS25 ATXN2L SV2C APELA PNPO LRPAP1 GLS ABCC1 PACS1 LORICRIN MSN RBMS2 HECTD4 S1PR2 CIT CCL16 NOL9 BZW1 RALB LRRC55 MYO10 SCAI TEAD3 RPL15 TMPPE MIR204_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR204_3P AFF4 LYN MANEAL TSEN34 AGO3 CCAR1 FN1 MARCHF6 NR3C1 CACNA1C C21orf91 ETS1 PDK3 CUL3 HCCS GABRA5 BBX DCUN1D1 TGFBR1 EPHA3 GDAP1L1 ZBTB20 KPNB1 N4BP1 AOPEP PCBD1 COL6A3 FSD2 STEAP4 TBL1XR1 SEPTIN6 UNG TIMP3 ALG2 FAXC ZNF862 PALM BAP1 PDE8A METAP1 PCDHB7 ZNF670 B9D1 RORA GAS7 GRM5 MOB3B HSD17B8 DCTN4 KIF1B CNDP2 ZNF70 ARFGEF3 ORAI2 TOMM20 IRF2 NFASC BAHD1 CDH3 GCK CDH7 RAB5B FAM168A SLC6A11 WDR31 ZNF547 TAF7 BNC1 VPS26C GABBR2 ZNF576 HS3ST3A1 CCDC97 HIC2 FSHR TTC30B KATNIP SLC5A3 CPEB1 MS4A6A MTFR1L XYLT1 ADGRG7 NXPH3 COQ10A METTL21A SEL1L SPOCK1 CCNT1 DESI1 ITGB8 LRATD2 FAM118B FAM120C SOGA1 COPG2 NEMF GGT7 ANGPTL2 LHFPL5 GFPT1 NECTIN1 FAM214B KCNE4 SMIM7 TBC1D16 ZNF544 ADRA2B LRG1 CARD17 VANGL2 RAVER2 NIN CLASP2 HDGFL3 PMM1 DDX31 SUSD5 PAX7 ABHD2 SLC7A14 AGAP1 RFT1 ATP8B1 ARL8B HLA-DQA1 AAK1 FAM161B KLHL18 ZMYND12 ARHGEF33 INO80D SORD CDC23 FABP7 NEUROG2 ICOSLG RGS16 FPGT C19orf44 PLEKHA5 POFUT1 CYP2E1 FOXN1 MIR6852_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6852_3P MUC15 MYL9 RHBDL2 HCFC1R1 SLITRK4 MYO7A PDZD2 ZNF544 CD300E TSC22D1 MSTO1 SCML1 PAX9 SAMD5 RPRD1A MYORG KCNH5 RBM25 SLC24A2 DERL2 SH3D19 MASTL PGAP1 CHM CLUAP1 YBX3 CYP7A1 MRI1 XPR1 CCND3 TP53BP2 DHX15 CASKIN2 HAUS6 USP19 TM9SF3 C14orf132 PTK7 NAPEPLD CNOT6 MYCN SOX5 HAND2 RGS3 NBPF11 EP300 EDARADD GHR COBL ZNF677 YBX2 ARID5B CAAP1 GRIA4 TIMM23 ZMYND8 ZNF83 GASK1A NFIX ACOT13 NHS RSPRY1 CXADR ATP8A1 FAM124B NBPF9 ASB1 SLC39A8 VSX1 ATXN7 ZNF589 HEG1 AQP9 GJB2 GSK3B MXI1 NPR3 ARIH1 RING1 AQR RAVER2 ZBTB1 NTAQ1 TMEM98 FOXP4 BTN3A2 WDR55 C16orf72 SLC1A5 TRIP11 SLC6A20 ONECUT2 NBPF8 FAM120C NBPF20 MEF2C PLXNA2 OAS1 TAB3 SHANK2 TCTEX1D1 RAB36 NBPF15 ZNF337 CETN1 SCUBE3 AAK1 KLHL18 MAPRE1 NOG CSMD1 USP14 SUGP2 VIRMA RPP30 TMEM26 PRDM7 DDR1 CBR4 PBX2 BTBD3 RBMS2 ADORA2B SUMO3 NBPF1 KIF5B PRKG2 FCRL4 FAM171A1 ASB13 LMTK2 TTC14 SPICE1 PRKG1 DAAM1 PDIA3 ADAMTS14 CACUL1 NUGGC FZD10 NBPF12 SDK1 MYO10 PPP6R3 PDE1A SPOCK1 KCNA6 MMP25 DNAJC15 CCNT1 CLOCK CSNK1G1 PTGFRN ZNF343 MIR653_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR653_3P ITPRID2 AHSA2P GABBR1 AGO3 BTBD11 ZNF74 ASF1A SETX ZBTB7A IRF8 NR3C1 PHC3 VAT1L ANKRD44 PAQR8 KCNH5 NOL4L PTPN20 LINC02873 TMED4 XPNPEP1 SAMD4A CCT6A PARN TTC39C TAF2 PRICKLE2 CNKSR2 STEAP2 TMEM47 ROR1 PFKFB1 TTLL6 ROCK2 CERS6 TOMM20 TMCC3 SYNRG FAF2 ZIM3 SLC4A4 ZDHHC17 AEBP2 PRKCH MAP1B PLCXD3 PSMF1 PRKAG2 FGF9 ZNF329 PHACTR2 GNG5 ACADM POMGNT2 MAMDC2 PRKAR1A ZNF551 TOX4 RPE TSPAN5 ENOPH1 YWHAG PTPRG HPRT1 RASA1 YIPF4 HMGCR NOD2 NFAT5 FBXL5 EML4 ESRRG PTPRE CNTD1 FAM20C RNF8 EZH2 ATP13A3 RPS3 FAM133A NEGR1 CKS2 MAP3K20 WDR26 NCOA6 EPGN MBD6 CREBL2 POPDC3 C5orf22 C12orf66 HRH4 UBTD2 FGF5 DOCK10 MINDY2 AGXT2 OTULINL PAN3 FAHD1 MATR3 PRDM8 HERC1 ITGAX SLC17A3 HOXA9 PAPOLG TANK YIPF6 SUB1 ERP29 NECTIN3 SNX31 TRAF3 RNF6 MTAP BRD8 ALDH1L2 IRF1 TMEM170B ANGPTL7 VEZT PLCB1 TIPARP ONECUT2 ULK2 DENND1B OMG ZNF773 STAG2 TMEM26 NEXMIF LACC1 SPTBN1 RFX3 DR1 KCTD16 SELL PURA MIR4724_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4724_5P ACSL3 MIB1 FAIM ETV1 HIPK1 RS1 CHP1 ANKRD13C CRISP1 CTBP2 KLHL28 BNC2 ELOC NPLOC4 TENT5D SEPTIN10 SYNJ2BP-COX16 SHTN1 CDYL NCAM1 TPD52 PTBP3 ZIC5 NELL2 SPTLC1 PKD2L2 MTF1 MINDY2 CCND2 PPIL1 DLG1 GABRA6 HNRNPH2 XRN2 THOC2 ITPRIPL2 AP4E1 NRP1 FAM169A FYTTD1 AKTIP WAPL ESF1 TTI2 CFL2 CSNK2A1 GLCCI1 PREPL VPS13B CTAGE1 ARL3 KLHL13 ERCC4 PGD ELAVL2 BTF3L4 CAPN6 DDHD2 KLHL15 ATP8A1 TMEM196 RPGR MEX3C RASSF8 C11orf97 EIF4E MRTFB ZDHHC17 SATB2 DDX6 MAPK9 HORMAD1 TSC22D2 RABGAP1 WASHC5 CYCS DCN YTHDC1 MON2 CLIC1 CHD6 PTPN21 PRPF18 CCNJ MTCP1 DTNA CCDC34 SLC35G2 ZDHHC21 PSG6 CDK8 TGFBR3 CCNT2 ZNF551 ELL2 SPIRE1 RPL36A-HNRNPH2 EPHA7 QSOX2 TRPM3 LCORL THSD7A PLD5 CENPJ YWHAE SHOC2 TM4SF18 HS3ST3A1 FLRT2 ZNF264 ACTC1 C14orf39 PPM1E MBLAC2 FEM1B ARGLU1 ARID1A DCP2 FAM110B LITAF STRN SLITRK1 COX16 LACC1 DR1 NUFIP2 LPAR4 PDIA3 DDX3Y MECP2 ZNF827 ASXL3 JUND LPCAT3 KCND2 LRP4 C5orf22 MIR5006_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5006_5P KCNAB3 SRPK2 PAX6 SPRY4 FOXO3 PNMA5 UBE2V1 FAM200B RARB MTMR4 CRIM1 CDIN1 FZD8 PTAFR FSHR RPS6KA5 SETDB2 NLGN2 CTNND1 PHF24 DCUN1D1 DENND1C CSDC2 TMEM44 PAK5 CBS EME1 KDM6A CRISPLD1 RBBP6 TTC19 SLC26A9 ARHGAP44 PDE12 CNIH4 PUM2 DOCK9 MGAT5B COTL1 RALBP1 KCTD10 CTDSPL DHDDS ATP10B GOSR2 FAM111B RRN3 GM2A TMEM92 ADRA2B STYXL2 CAMKV EHD4 ZNF585A ARID4B BICRAL CHRNA5 FLAD1 MFN1 SHISA9 DCN CHSY3 POU3F2 PCDH12 TMC5 KCNB1 MRC1 ZDHHC21 MEF2A PANK1 RASSF10 FAM168A VMAC PNKD ZNF180 ASB14 RIPOR2 THSD7A CSTF2 KRT14 UBXN2A GTPBP2 CAPNS2 ZFHX4 PACS1 PAK2 MXD3 ZBTB6 TMEM131 COPS7B PPM1E TDRD10 SIAH1 TFCP2L1 FOXO1 COPZ2 EML4 CDH18 CRACD ARHGEF26 MPPED2 FGF2 CCDC62 ENTPD3 CARD8 C8orf34 TBC1D10C CIT PLPPR4 TGM4 KLF6 GATAD2A ZNF827 SOS1 CCBE1 C1QL4 KBTBD8 PPP1R14C NME7 TRIB2 BCL2L13 MIR6752_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6752_5P IQSEC2 BCL2L13 PCYT1B RRP7A DMTN MNT KLC2 CTCFL FIZ1 ZNF74 PRKACA ZBTB7A SEMA6A PIP5K1A TMEM51 NEURL1B KDM6B KLF12 MEF2D WDR33 P2RX1 GGA1 RYR1 NDFIP1 CELF5 MYH14 PUS10 BCL11B PTPRD TRIM58 NECTIN1 CNIH4 GSDMA LEF1 NFIC RARA CNIH2 RUNX3 SEPTIN9 PADI2 PTCH1 FOSL1 GPR3 SYNGAP1 PIN1 KMT5A RPP14 NECTIN4 HOXA9 SMARCD1 RAB2A OLFM2 ABLIM3 FOXA2 ARHGEF1 DLK1 YWHAH KCNK3 IGF2 ASIC1 CYB5R3 UPK2 EFNA5 ZNF385A DNAJB5 RC3H1 CNPY2 PSD4 B4GALT7 DDAH1 SLC43A2 B3GNT7 CAMK2A KMT2D FOXP4 FOXO6 TPBGL PHOSPHO1 HIP1 RSPO4 LZTS3 DOK3 MIER2 POLR2F RAB3A PRKCG ARID3B PDF PPP6R1 CITED2 VPS13D RALY ZFR2 TLDC2 ZC3H7B CNNM1 TTC9 CDC25A CETN1 DAGLA MSN FXR2 LHFPL1 KCNIP3 SFTPB SLC25A4 OTUB1 ZNF512B MSR1 DPY19L1 RASL10B U2AF1L4 TBC1D30 ADGRB1 MECP2 ZSWIM4 HYOU1 CYP2W1 LIN7C SCRT2 SPNS2 TBKBP1 MIR4640_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4640_5P MEST CAPRIN2 FCRLA THRB ZDHHC3 KCNMA1 ADRA1A SEMA5B CD209 RHOA GYS1 ZBTB20 NOTCH3 TCP11X2 EPN2 FYCO1 TP53I11 ITPRIP FAXC SEPTIN9 IQSEC3 NFYA HCFC2 SYNGR3 MBD1 PTPRU LRTOMT JAG2 HPCAL4 AGO1 SARM1 IMPDH1 SUSD6 ORAI2 CLDN4 DUSP13 NAPA PPP4C MAPK4 GOLGA6L6 ELMO2 TSPAN11 RBM14 TIGD5 CHD8 SNX17 POR ZNF540 COL26A1 CNNM4 ZNF710 RIPOR2 BNIP2 TCTA TMEM184B EPB41L1 UBFD1 SLC39A13 ZNF592 CDIP1 IDS SLC13A4 MAP2K3 BATF2 BPIFA1 BCL11A MOB1B AK1 NRG4 EPHA6 LONRF2 GPR137C NOS1 TMEM101 CDC42SE1 LARGE1 GOLGA4 GRK2 TAPBP EBF4 STUM MYO1E SOGA1 DCTD DAG1 PSMD11 BACH2 TRPM1 NGFR HS6ST1 FBXO41 TAFA4 RAB1B BGN MAGI1 SLC22A13 LOXL3 IDH3G RNF216 TBX21 CTNNA2 DENND1A ILVBL C11orf49 SNX27 RANGAP1 KHNYN ALX4 FAM78B EDC3 ATF3 LYPD3 HP1BP3 LCOR RAB4B VAMP3 TFCP2L1 RFT1 AAK1 MYLK2 HEPACAM NATD1 CHRM1 GAS8 SORD DBN1 SPEG TSPAN7 RNF44 PPP4R2 NDUFB4 LHFPL4 MRAP2 AFDN MIR6791_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6791_5P NBL1 CASTOR2 FAM155B MLEC PI4KB PIFO RCE1 PHF24 CPNE5 SHISAL1 UBASH3B PLEC MKRN1 NINJ1 UNC5A NFYC WDR47 LHX9 IQSEC3 TTC39C MIEF2 CLIP3 ZNF862 AP1M1 RRP36 STAT2 OSBPL3 ADAR RGMA SPRY3 EPB41L4A C19orf73 C4orf19 IQCG RALGPS1 ZBTB40 DOK2 TBC1D2 DDX6 FIBCD1 SH3BGRL2 HDAC7 CAMK2A ZNF322 MYOCD POU3F2 SH3PXD2B TACC2 P2RY2 RLF TPBGL HIP1 STXBP5 GATAD2B ZFAND3 ELFN2 CAPN15 SLIT2 CRTC1 SLC45A4 APBA1 PIK3CA RNF220 WNT6 IGLON5 CDCA3 TLCD2 MGA CDC25A C1QTNF6 SLC26A9 DAGLA ZNF362 RNF19B TBC1D16 MLLT1 RHOBTB1 TBX15 XYLT1 TMEM35A DCAF7 TMEM229B MAPRE3 CMKLR1 MOSPD3 PPP3CB OSR2 DESI1 NOS1 SHISA7 WAPL LMOD1 NCDN METTL1 SOGA1 TANC2 FBXL19 FAM234A CPLX2 VASH1 PRH2 STYK1 TMEM164 FBXO41 PTPN9 NECTIN1 CPSF7 HSPB7 TNPO1 UBE2Z GPSM1 NCAM1 FMNL3 LDB1 ZNF335 BCL2L2-PABPN1 ARHGAP36 KMT5C KCNE4 CALN1 ZBTB34 CDR2L WNT4 RNPEPL1 IL1RAP CARMIL3 PPM1F TSPAN18 FOSL2 MAP3K14 ZNF395 ARHGAP18 ERGIC1 CLEC14A CCDC102A CBX7 PDCD4 IRF1 WFIKKN2 C1orf167 USH2A CDC42BPG GARS1 GYPC GALNT16 ATXN7L3 MDGA1 DYRK2 BBS1 RIMS4 AAK1 GARRE1 ORAI3 CWC25 ITGB1 PLK3 B4GALT1 ST8SIA2 RNF44 PABPN1 PHF21A SPEN PDGFRB SDC3 CLCF1 KY TRIM10 INPP5F TMEM8B EPOP MIR6733_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6733_3P SIX4 ZNF195 TAF1C NEK1 TMEFF1 FGF12 STYX HCFC1R1 MGST1 FBXO32 LIMD1 HUS1 PRG4 CYP1A1 GRIK3 VIP GPATCH8 RSPH4A LMNB1 BMPER TEK NREP ARHGDIB SP3 SOGA3 ACYP2 IPO7 BCL7A ZNF382 GABRA1 CNR1 FSD2 NRP1 EFR3A CAST CHD2 ALG2 TMEM229A VTI1A PADI2 PIGX PRDM10 DPY19L3 CPPED1 MACROD2 YOD1 OLFML1 DSG1 VAX2 METTL21A MAPK10 MOB3B SOX2 APLNR EVI2A CEMIP2 ITGB1BP1 NAV2 PPFIBP1 CCDC138 C1orf21 TOMM70 C5orf49 SYT2 MSI2 CERS6 UHRF1BP1 FZD6 EYA4 WAC IBSP CITED2 UBLCP1 TRIM5 ZEB2 ELAPOR1 ANO6 IDI1 NEK7 QTRT2 CDCA7L FGF9 SOX11 SNN PDLIM1 PLXDC2 PRDM11 TDRD6 TNFSF15 GLI1 TRAF1 PLG FADD FGFR2 SH2B3 PTPRG NRIP3 COL10A1 SLC7A14 NPTN LIFR PDS5A BTG1 MRS2 SLC17A2 ORC5 TSR1 IGSF11 NAA30 PAFAH1B1 RPS6KA3 SCN3A ZNF75A ORAI3 ADAMTS6 SCN1A PAPOLA MESD PPP1CB EPAS1 ERCC6L2 TOMM22 NEXMIF SOS2 PHIP IPO9 CREBRF RUFY4 MAP3K20 CCN2 GCDH COL15A1 ADSS2 PCF11 ZC3H12C RAB9B NR1D2 TFB1M ITGB8 ATP2B1 KCNIP4 RASSF3 MIR4705 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4705 TFG GRIA2 FNIP2 TBXAS1 SLC39A10 SOGA1 CTNNA1 TMEM40 EPB41L1 PEX11A PLEKHB2 MARCHF7 STRIP1 CD109 FAM76A ZMYND8 WARS2 SUDS3 MINDY2 SLC35B4 CYBRD1 CCND3 NTS FAM169A GRM8 NABP1 HERC1 EID2 PIEZO2 P2RY12 HOXA9 C20orf194 SLC9A6 RAD51B ATP2C1 SH3TC2 SH3RF1 ZNF677 CA5A ERRFI1 MINAR1 GUCY1A2 GFM2 DNAJC21 GRID2 SOD2 AHCYL2 CDK15 ABHD6 COQ9 BRINP2 IL20RA MYO5C USO1 MAGEE1 PCDH19 SH2D1A VSX1 FNDC3B PRDX3 SLC25A35 MAP3K1 DCLRE1C GPR12 ACVR2A SS18 CLSPN ZNF491 RND3 MAP3K9 ZBTB18 GNRHR COL11A2 VAV3 BEND6 C16orf72 RNF138 TJP1 UBE3A MED13 CPSF6 ATRX CLK4 HPRT1 AGAP1 WAC GNPDA1 SESN3 KLHL31 EMX2 ALKBH8 LAMP5 CBLN2 TMEM68 NFIB MGP VHLL INSIG1 MBOAT1 JAZF1 ETAA1 FZD4 SLC17A6 ATP13A3 C1orf52 DTX3L MCFD2 SMURF1 MIDEAS PAWR ELOVL5 NAP1L1 SCAF11 DPYSL2 TMEM215 IBTK SMG1 FAM151B FAM217A RPL31 IL1A FOXA1 TET1 MIR5001_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5001_3P ZKSCAN8 UCHL5 C1orf112 TMEM178B RBM39 PALLD FAS RAPGEF1 TUSC3 ANKRD7 GREM2 ZFAND5 GPR176 RNASE11 NF2 SUMF2 PROM2 FUT9 GTF2E1 CNTLN IREB2 CARF PLB1 CTC1 FAM32A ZNF559-ZNF177 MACF1 C1orf141 BACE1 LMBR1 RASSF5 AFF2 GRID2 TLE4 SORCS1 PTN POC1B NFIB JPT2 LMOD3 DGKG CDY1B CDY1 COLEC10 EI24 GNAL GSPT1 ZBTB1 SLC25A36 PROS1 FMN1 SH3PXD2B MPZL1 RAB3B CD164 GTDC1 MAGEA10-MAGEA5 NAV3 TPBGL ZFHX3 TRAM2 SLC6A11 TXLNB LPP TAF7 SH2B3 TMEM53 PLCB4 USP51 TP53RK C1orf216 VPS35L STRAP EML4 RAB37 CA12 PAFAH1B1 CLINT1 ODC1 STK3 ANOS1 CERS3 PDCD2 PKNOX2 PCSK5 DENND1B ZNF132 SEZ6L BPTF EDAR NCOR2 DCAF5 NCOA1 TIA1 NHLRC2 ZNF609 ADAMTS5 NRG4 GATAD2A RPA1 METTL21A GID4 DENND11 ABHD4 RAPGEF5 TNFRSF13B ZFC3H1 NFAT5 AIMP1 SLC25A26 FAM189A2 UQCR10 GATA3 PSMC2 NIPBL NR4A2 SIRT5 POLH CHST2 MOAP1 PYGO2 SSR1 GABPA TBCEL NLGN1 GPAT3 IL1F10 THSD7B PRKAB2 OLIG1 BMPR1A MAGEA5 USP48 ENPEP AAK1 PTBP2 DDX3X ATRX TNIK ZNF215 RCC1L NFATC2 SRPRA VCPIP1 SLC39A6 MRPL17 CCDC113 RDH10 CSTF3 NR4A3 SCAI CHST6 USP34 CABP7 TPPP HAPLN1 MIR1237_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1237_3P BCL6 NR2F1 FAM155B ANKRD13C MLEC ZFP2 SIDT1 ZBTB16 CSNK1A1L RBBP8 TNS1 TCERG1 ACAD9 TCF7L2 KIFC3 UTRN SV2B LILRB5 CNTLN CHM BPIFA3 GABRA1 RNF170 SMG7 BPIFA2 PAK5 RASSF5 USP46 SPAG9 FAM217B EEF1A1 SLC43A1 G3BP2 C8orf86 SCML4 WDR20 SH3BGRL2 AMACR FLI1 TMEM63C CXCR1 AIF1L MMP2 RIMS3 FAR1 APOB GFRA1 PDE3A HIP1 STXBP5 TXLNB CRELD2 ID2 ZNF704 SPRY4 ADAMTS15 ZNHIT6 MRPL11 TMEM248 TMEM95 SESN3 TLCD2 CPEB4 FOXJ3 SULT1C2 CPSF6 ESYT2 NAV1 VPS13D DIP2C DENND1B EIF4G3 BCOR BCAR3 APOBEC3F SLC4A8 PKIA RBIS NCR3LG1 TRAPPC12 CKAP2L BRWD1 RAB6B VDR SMAD2 TEDDM1 RPS6KC1 DDX42 RGS1 BCL2 HMG20A NIPBL HSD17B7 KLHL20 OTULINL PARD3B LINC01517 SLC26A3 TFAP2C RAB2A SH3TC2 SHROOM4 FIGN TBX18 LSMEM1 ZSWIM6 ABCC12 PLEKHG7 GON7 GALNT11 RNF213 C6orf141 ABCA4 RFX7 GALNT15 TBC1D20 BCR DUSP18 TRIR AP1G1 CHST3 CNNM1 DHX40 AAK1 ZNF585B ERG CCN4 WDR82 CLCN5 CREBRF VWC2 ZIC2 SYAP1 EXOC5 MIR3128 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3128 DOK1 DDX5 WRNIP1 CDKL5 CBL MAP3K7CL EGLN1 PPP3CB SLC30A7 PDZD2 HNRNPH3 CRISP1 ATP9A RORA PDLIM4 ANKRD44 ASAP2 COBLL1 ZSWIM5 PTPN22 CDC42BPA PAFAH1B2 SLC35F1 REPS2 CTNND1 DDHD2 HTR3D PLPPR1 TEX11 MIEF2 IGF1R USP27X KCTD5 INTS7 C1QTNF9 SYCP1 ERP27 FAM126B UNG SGPL1 DHFR KLF7 ZBTB33 GPM6B SPTLC2 NF1 NFATC2IP CPPED1 BRWD1 GPD1 NPAS3 KATNBL1 TMED10 FAM133B BBX GASK1A KIF3A WASHC4 EGLN3 CCNT2 CDYL2 MSRB3 PHACTR2 FAM133A ARRDC3 WNK1 RAPGEF2 SLC1A1 CASK DCUN1D3 ANTXR1 DESI2 FBXO33 CCDC25 MED12L CNTNAP2 NOS1 MED28 DPH3 PAX7 RAB21 ABRAXAS2 GPD2 PTGFR ACTN2 SV2C CFAP65 PTPRG NYAP1 YY1 SERINC3 CUX1 TNRC6B HIF1A RBPJ RIOK3 FOXJ3 WWC2 DSC2 RAB23 UNC13C SLC2A5 MAP2 KLF3 TNKS KCNS2 ARID1A SLC45A3 EFCAB14 RHOXF2 FAM171A1 PTF1A SFT2D3 EML5 TLCD4-RWDD3 RAB6B NOB1 MTM1 CDK12 DUSP22 TMEM86A GNAI1 SERTAD4 KLC1 RHOXF2B TLN2 OSTF1 RCOR1 CCR2 DLG2 SRPK1 ANAPC7 TMTC2 MIR3689A_5P_MIR3689B_5P_MIR3689E_MIR3689F http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3689A_5P_MIR3689B_5P_MIR3689E_MIR3689F NDUFAF5 MTMR12 PCDH11X COCH A1CF CTCFL TMEM265 RBM41 ZNF529 PRKACB ZADH2 TMBIM1 SSBP2 CERT1 FAM117B CDH19 TSHZ2 TENT5D GPATCH8 ANKRD50 FAM76A COL17A1 REPS2 ADGRA1 SLC6A8 PSD3 ZBTB20 BTBD8 HGC6.3 RAB11A PHTF2 RASGRP3 SMAD9 ITM2B ZBTB14 AQP4 MYH11 TMEFF2 SLC39A7 CFAP94 BNIP3 HCN1 TET3 KLF7 NANOS1 PIK3CG GINS3 EFHC2 SKAP2 RGL2 AOC2 SFXN1 PRR27 ZNF783 OPCML PDE4D DIP2A TCEAL8 PHF20L1 CELF2 PPP1R21 GRM1 NETO1 ARSJ GLRA2 NCKAP5 ZNF107 EBAG9 GMNC EMC2 RSU1 SPRED1 NLGN1 HPS3 PRTG HSPA13 ADGRL4 ARPP21 ARNT GLRB ASPH FZD2 HYDIN HNRNPA0 FGF14 ADAM10 ROCK1 TWF1 CDC14A ATL1 CYB5R4 GDAP1 CDH9 MED13 HSF5 TBC1D2B AOX1 SHANK2 PPM1B RTL3 DTWD1 UNC13C AZIN1 SLC30A4 CYP3A4 MPRIP NEXMIF CCNE2 TLR7 PTCHD4 TRHDE TRIM5 HYLS1 NLGN4Y DNAJC25 MYO7A RPAIN B3GNT9 RNF168 SIGLEC5 SP4 FOXL2NB TSHR PPFIA1 UBE2V2 EXOC5 SYT1 LRP6 MIR6719_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6719_3P TEX2 GRIA2 ADGRG6 TTK NR3C1 AFAP1L1 TTF1 ZNF286A MMS19 CUL3 C14orf177 NIPBL VANGL1 USP20 SCOC SULT1C4 OLR1 ARRB1 TGFBR1 ZNF75D NAB1 TBCEL SLC35A3 KDM6A PAPOLB FAM149A SLC12A3 XPNPEP1 ANKS1B NR2C2 MICU2 NKRF ANTXR2 CCDC88A VTI1A MAP3K2 PPP2CA ELF3 ERCC8 XRCC2 ENPP5 ATP6V0A2 GPBP1 ZCCHC7 RIF1 MICAL2 ANKRD26 TASP1 TAF9B DCLK3 MGA SMARCAD1 TRPS1 TRAF3 RBFOX1 NHS SLC19A2 DEK SUSD6 COG5 TFRC FNIP1 FAM204A RTL8A GSPT1 TAF12 GTF2A1 TSC22D2 NLGN1 EPHA8 WDR36 C12orf75 PATL1 BHLHE22 OTUD6B CNOT6L ACYP1 SLC6A11 DENND4A EMB TET2 WDR7 ATP5MC3 LRAT RTKN2 TMEM263 PPIL3 KMT2E THSD7A SELE KCNG3 GPR26 NAMPT ING2 PSPH B3GALT6 CAMK2N1 BMPR1A RSPO3 GMFB SLC7A11 RTL8C TMX4 ZNF268 SNX12 MBOAT1 GABRB2 ZNF718 MAP3K20 BRD3 BICD2 RICTOR SEL1L HOXC8 ERGIC2 MRPS10 XPNPEP3 SH3RF3 SENP6 NIBAN1 ZNF286B SOCS5 MIR4673 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4673 CXXC5 PSORS1C1 PHTF1 SIX4 MNT FERMT2 RANBP10 IRGQ NSL1 ADAM11 PLA2G12B JADE1 VTA1 HHLA2 HEYL TMEM126B ZSCAN22 EXD1 SGSH RBBP6 DVL2 FAM107A FGFRL1 CDIN1 ZBTB14 SRGAP2B DELE1 GCC1 GPR171 TMPRSS13 ERG PTK7 CNOT6 VDAC3 TSPYL5 AK2 OPRM1 BACE1 DOCK11 WASHC4 EGF LMAN2L SMAD4 RAPGEF2 KIF3A FBXO45 GPR12 PLA2G3 SH3PXD2B ADA2 SPTSSB C10orf62 CHMP7 SH3BP2 MRTFA PAQR7 SDC1 MPPED1 UBFD1 AP4B1 CCNL2 DIO3 ACTR1A ZNF132 TEX261 KCND3 CNNM3 ARF4 SERTAD4 TRIL SPOP ATP11C TSHR FOXO3 SOGA1 NDST1 UBE2G2 WWTR1 KLHL29 CDH22 FBXW4 TMEM208 SLC35B4 BAGE2 THOC2 C9orf62 ENO2 KCTD6 ARHGAP36 PAPOLG MAF1 KCNE4 PIM2 PDXK NCLN NXPH1 DHCR24 TRIM36 GTF2H5 ZSCAN12 SETD5 CEMIP2 BSPRY IGDCC4 CNTN2 MYRF ATXN7 ABR LPIN3 SLC5A1 TLK1 NEU3 IL3 BCR GPC5 AIRE FAM98B KSR2 SPTSSA ZMAT2 PDAP1 LRPAP1 EREG SYN1 TBC1D2B SLAMF8 CACFD1 GLDC ERP29 SHC2 RSBN1 SRGAP2C ZHX2 SLC15A4 MSANTD1 B4GALT1 SRPRA TNK2 STT3B GPATCH2L PHF21A SLC25A32 BICD2 KY SLC51A MRAS SOCS1 GBX2 LSM14A MIR4722_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4722_5P C6orf226 TSPEAR FAM155B SLC24A4 ZKSCAN3 ACOT7 WDR41 PTBP2 SFMBT2 ST3GAL1 REG4 DBNDD2 CRISPLD1 NF2 SUMF2 ATP11A DOK1 POM121 ZNF862 CYRIB TRAF3 PHYHIP CCDC136 GAS7 FZD1 ENTPD1 SNX1 INKA2 EEF1A1 NCOA2 SLC39A3 IFNAR2 KIF21B CAMKV MGRN1 PLXDC1 FIBCD1 SEPTIN8 SCRN2 BAIAP2 CS C7orf77 DCN MAP1B TSPAN11 RBM17 SLC19A3 HROB LDLRAD4 FARSB MAFB ABHD16A PPP1R1C FAIM2 LPP DDI1 POM121C ZFAND3 PM20D1 ZNF710 FBXO11 OIP5 DEK GALNT2 TRIM34 ZNF618 NFAT5 CIDEA AP3B1 NCS1 AKR1C1 PHC1 PLXNA4 ADAMTS6 UBE2W HIF1AN ZNF346 SHANK2 URM1 FER TUBB8 CPLX1 DCAF7 ARF5 KAAG1 SZT2 CTNND2 NOS1 STON2 AHCYL2 PCP4 NCOR1 CAMTA1 GATAD1 MAZ SOGA1 CDC42BPB SMR3B CCL21 DAP DSPP PLCB2 WBP1L RAB14 HPS4 HACD3 THEM5 UBE2R2 OLFML2A EIF4H CD320 NUCKS1 SHH GPATCH2L ZNF689 OPRM1 FOXK1 SETD2 MEF2C TRIM6-TRIM34 DNAJC13 TAF5L RELL1 BBS1 GSTM2 LHFPL1 GUCA2A GPR83 SPEN CACNA2D2 CD47 KLC1 PISD USP15 DOCK3 PRM1 MIR5691_MIR6805_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5691_MIR6805_3P PTPRR RANBP10 CBL NCOA7 SLC44A1 ANKRD44 PCMTD1 KLF12 NCAM1 ELMO1 C22orf39 BTBD9 FRMD4B SH3D19 ICE1 E2F6 CTCFL TTN CCDC103 EML6 NR6A1 CIPC RAB2B ATCAY HCFC2 CD300LG ABCC6 DST MTF2 PRLR TESK1 RPL7L1 RNF166 MPI IGLL1 OTX2 MDM4 ANXA7 CCN3 EIF4E2 NCOA3 CISD1 BUB1B ANKFY1 MAPK4 DUSP5 ATXN1 USP24 ZNF302 DKC1 PEAR1 FAM241B MTRF1L RIMS3 NPHS2 CERS6 SUCO SIAH3 STXBP5 TET2 CACNB3 ZNF704 PKN2 FGFR2 ACSM5 RAB30 SOX6 P2RX5 DMP1 SEMA3E NFAT5 ADCY1 SMURF2 MAPRE1 PPP6R3 FNDC5 SLC30A4 DENND1B DCDC2 KCNMB2 LHX2 FCHSD2 ADRA2A GNB5 CYTH2 METTL6 PHKA1 PLEKHA5 EPHA5 GREB1 MECP2 HOXB13 KCNRG KIAA1549 ANK3 C1orf56 FOXO3 EMC4 SLC35E2A KLHL29 MAPK1 SLC4A10 SEMA3A MKRN1 PAM ATP11B CLEC2A PROSER1 PTBP3 SLC35B3 MTRNR2L4 ZNF711 NXPH1 TULP3 UGCG AMBN ZC3H7A WFDC1 TMEM192 BICRAL FUCA1 MAPK10 ZNF644 ATP8B4 CYP3A5 CARMIL1 KEL GPD2 ONECUT2 FRYL RBPMS SRSF8 PTPN5 PICALM NLRP5 SENP5 MAP7 RNMT GGH PTCHD4 MSTN B4GALT1 KLHL34 CD38 CAPN7 CREBRF CACUL1 NCMAP UBXN4 MXD1 PLXDC2 SFXN3 DGKH SLC35E2B SYNJ2BP MIR6809_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6809_5P MDM4 DYNAP AFF4 WIPF1 AP1S1 DPYSL3 TBC1D22A TMEM145 KLF4 PTK2B SOGA1 SLC30A7 NDST1 PLAGL2 RFX4 FGF14 TUBGCP3 STX1A MIA3 LGALS8 NOX4 RTL9 MCMBP ABCC5 LMO3 MTF1 SEMA6D PRPF3 HADHB BCO2 LTBP2 NBN TBX19 KDM5B THOC2 TMSB15B FAM234B ADCK1 DIO1 TMEM37 EFNB1 GPSM3 COLCA1 CYP19A1 TMEM229A TMPPE INSYN2A OPRM1 ISL1 NFATC2IP APTX RRP36 AHCYL1 ZXDA HIP1R ATP1B4 NPHP3 CALB2 DMD EDN3 GLB1L ADCY3 YWHAH SS18L1 DDX60L TRIM35 UBE2A IL24 USP25 TSPAN18 ALK CUEDC1 CXXC1 MAPK10 FAM53B SH3BGRL2 RDX ARHGAP24 PCDH8 STK24 IGSF3 FRAT2 TEP1 PRKCE RIMS3 SGMS1 RXFP2 KRTAP24-1 SLC34A1 LPP MPP7 LRP10 ARHGEF2 CYB5R4 TIGAR TBXA2R SYN1 TMEM248 HRH4 C11orf87 BAZ2B NMD3 ATF6 SATB1 CLDND1 LATS2 CLDN23 ZNF592 RBPJ DENND6A KLF3 SLC39A9 FLOT1 ARHGAP11A PITHD1 CCNE2 ANO3 RHOBTB1 OLIG3 JAZF1 PDZD4 SLC8B1 COL19A1 KLF7 MYO19 MBD2 FIGN ARF4 MAP3K9 YOD1 PAK1 SIGLEC5 MFSD14A ABHD4 CDC14A HOMER1 RNF144B QSER1 SULF1 MBTD1 MIR6783_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6783_5P MINK1 PCDHA2 NR2F2 PRORP RNF34 DRC3 ARCN1 PGR KCNIP2 TERB2 ANKRD44 ZNF483 TARBP1 BCL2L11 PDE4A SAR1A GALNT3 PAIP2B ARRB1 EPHA3 BCL7A WTAP RAB7A SINHCAF OAS2 ANKRD62 ACVR1C CADM2 NTRK2 THRAP3 KIAA0232 PCDHA12 OLFML1 CSRNP2 ASAP1 L3MBTL1 PLEKHH2 PROX1 MAGED1 KIF21B SHROOM2 CRABP1 FKBP7 SCN3B PCDHAC2 GSPT1 CEP162 CD164 PCDHA10 CHD8 ZMYM4 RAB5B DGKA DLGAP1 COL5A2 AGTR2 IKZF4 ADRA1D DCAF12 ATF7 MID2 PLD5 SORCS2 STAU2 ATXN7L3B RNF41 PCDHA5 SYNC POU2F1 RRP15 POGZ ZNF566 OLR1 G2E3 SLC45A3 CCL2 TGFB3 PPP1R3A POLR1G VPS72 APLP1 THAP1 CNNM3 DLK1 PCDHA8 TMEM64 TSPYL1 ADGRL3 ARHGAP32 PCDHA3 ZMYM2 MBD6 PCP4L1 PTCHD3 FAM120C AMOTL2 CLIC4 CD300E NDN OTULIN SLITRK1 PRH2 KCTD5 PTPN14 PCDHA13 ZFAND1 SEMA5A USB1 MTRNR2L10 GRIA4 ARL3 RNFT2 STAP1 EFNA5 PYGO2 LGALS13 EPYC ASH1L PCDHA11 ANGPTL3 IPO8 PCDHA7 PCDHAC1 SNX9 LRPPRC PLXDC2 POU3F1 LRRC8C RSPH6A JCAD PCDHA6 PCDHA1 AGAP1 ANP32A GLYATL3 KMT2A LCE2D AAK1 ARL6IP6 NFIB SLC17A7 TENM2 CLVS1 GK5 PIP4P1 MAGI1 LENG8 ADAMTSL5 PCDHA4 STK4 MIEN1 KAT6A TYR ZNF214 TMEM87A RFK ZNF800 LARP1 MIR6501_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6501_3P INPP4B SCFD2 NEK2 CRIM1 SPATS2L PTPRE RXRA CUL3 ROBO2 FBXW7 PTBP3 GRIP1 SKP1 INAVA SHISAL1 CRIPT ADAT2 MORF4L1 FAM47E-STBD1 TBL1XR1 ATG4C KCNMA1 TK2 TET3 SV2B TSPYL5 SULT2A1 TSC22D3 PLOD2 PCDHB7 TMEM168 OSBPL11 LTV1 GALE OTX2 CHTOP PLS3 VAPB PDGFC SLC13A5 DGAT2 TPGS2 KLHL12 SORT1 SIL1 NAT8L PRKAG2 CHD6 TOR1B SPAG11B UGT2B10 RPRD1B NAA15 RAB11A MAP2 KLRC2 AMER2 OPRPN HS3ST5 ADAM12 USP5 MAPK14 RAB23 GIPC3 PIAS1 MAP3K9 DIP2C ELAVL4 TFAM MID1IP1 RHBDD1 SKIL TRIAP1 SHTN1 NGB TRIO ZNF609 KRTAP4-4 DCAF7 LIN7A N4BP2 COMMD8 MECP2 VIPAS39 PPP3CA NECTIN3 MAK ARFGEF1 PRKG1 ABHD15 LDLRAD3 TSEN2 PLXNA4 N4BP2L1 RAP1A COL4A3 DIRAS2 IRS2 EPM2A ANTXR1 GOLPH3 MINAR1 SPCS1 IGDCC4 HEG1 NTNG1 MRTFB PCDHB12 ZXDB THAP10 ATP1A2 LILRA1 ASPH LAPTM5 ATG14 SVIL ANK1 CHD7 YY1 MCOLN3 TDRD7 RANBP17 RYR2 ASPHD2 HID1 ORC5 ARNT2 SLC7A11 ZFR STBD1 ARHGAP28 HECTD4 SEC22A PDIA4 DCAF16 TNFRSF11B KCNK10 SIPA1L2 CREBRF ERAP1 ELOVL3 MICALL1 ADGRL3 PPTC7 TNRC6A PAK1 ERI1 MIR6884_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6884_5P MDM4 DAG1 ASCC2 HTR6 OGT MRGPRF MMP15 QKI STX5 RGN DPP8 ARRB1 ETNK1 HEYL GPR176 ST3GAL1 TMBIM6 LDLRAD3 PHTF2 ABR APPBP2 CRIPT IKZF3 GLIS3 SGPL1 GPI PAPPA C16orf70 WBP2NL DFFA PARP8 GPN3 PTMS EPB41L4A TMEM132D SLC36A3 CERS6 WDR35 SFRP5 SYNGR1 RNF182 NSD2 FRMD5 ACTR3 EFNA1 TFRC MTMR11 KIF6 IBA57 RPRD2 KCNB1 FAM168A SOX5 DNAJC5G YWHAG PSMA5 SLC23A2 SSH2 APLP2 CTDNEP1 EFR3B CLDN12 SPTB SLC35E2B AFG3L2 LRP8 ZNF474 PSD2 VAT1 FABP7 FKBP4 ADIPOR2 MGST3 TMEM120B MSI2 ZNF609 PLEKHA1 RICTOR PANK3 TMEM86A TAOK1 PCNX1 SSR1 PEX12 BCAP29 POLE TMEM99 CEP85 DPYSL3 SOGA1 HIF3A UBE2I LRRC7 PLXNA4 DPAGT1 ARSD SLC26A9 MGAT5B TMEM214 TMC8 MELTF KIAA1328 RBM4B CGNL1 DHCR24 USP38 YIPF6 MMP14 SLC35F6 FAM89B IGF2BP2 RAPGEFL1 ZSWIM6 NUCB1 ATPAF2 RBM4 YTHDC1 PPARGC1A EEF2K TTYH3 HOOK3 TDRP MEOX1 ONECUT2 ABHD2 CNKSR3 UPF2 RAB8B GABRB3 ZBTB39 OSBPL10 CYREN ADAMTSL5 CDX1 UNC119B CCN2 GLCE FTO ZNF831 SMG1 CKS1B SHISA6 LRP4 HMGA2 MIR6716_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6716_5P AP1S1 ICMT ETNK2 TGIF1 SH3BP5L FIZ1 RCAN2 NR3C1 SOGA1 RAN CRIM1 AMOTL2 SLC30A7 TMEM178B PLAGL2 LPAR1 PLA2G4B SLC39A14 PCK1 SENP7 COL17A1 NIPBL TCF4 MICU3 BBX UBA6 GRAMD1B P2RY8 ZNF500 KLHL42 PAXBP1 ENKUR TTC19 MKRN2 MYRIP TCF7L2 SGCD TRERF1 SV2B KCNMA1 AKTIP DNAAF3 TP53INP2 ZNF335 NUP50 UPRT TLCD3A TUBGCP4 EBF2 RPL27A TNFSF12-TNFSF13 HS3ST1 CMTM5 SLC25A17 CYP11B1 CLDN7 LARGE1 METTL9 STXBP5L RNF111 TNFSF13 SPRY3 C19orf84 DCTN4 ARFIP1 TNRC6B WBP1L PDYN NFE2 PHACTR2 POGK PLEKHA8 ABCB7 ST8SIA3 GMNC ATXN1 HAGH AADACL4 RARB SRSF1 TRIM31 ZWINT AMT PRDM2 TAGLN2 UST RNF38 AP1G1 PKN2 SMAD2 MCTP1 CITED2 ANKIB1 RALYL ATXN7L3 FAT3 SAP130 JMJD7-PLA2G4B CHRNG ZNF264 QRFPR CLEC3A LRRC8A SH3BGRL RSPO3 SHQ1 HSPA1L PDE3B SYT11 TWSG1 ARGLU1 AMPH CPED1 BCLAF3 DTX4 GK5 ETV5 ARF3 HYDIN SRGAP1 EML5 MBNL3 ZNF597 ZNF827 ASXL3 NR2C1 KDM5C POPDC3 CEP85 MIR6730_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6730_5P PXK CLEC1A ERMN FGFR1OP2 TMEM71 SLC30A7 ADM5 CERT1 KCNJ15 CDC7 HDAC9 DSE SRSF10 CSNK1D VPS29 SLC35F1 HAUS2 SMIM11B NETO2 MTF1 SMIM8 LHX6 BCL7A PSEN1 AKAP11 SMAD5 RPL15 RAB14 BTBD7 STAM DGKE CDKL2 TBC1D12 CCNG1 IRF2BP2 NCAPG2 WAPL TSHZ1 CEP170 SPDYE3 SPDYE6 RHBDD1 VAMP7 SLC4A4 SUPT3H ACER3 BORCS7 CYP7B1 OLFML1 AIDA SFTPA1 RABGGTB AGO1 RPS3A FRMD5 CELF3 TMEM132D GRIA3 CDKL4 AK4 ARFIP2 TENM1 DNAJC8 MYO5C NCOA2 NFIB TTC9C TBC1D10B AQP9 RAB11FIP1 SMIM11A SNX27 MAPK9 POGLUT1 USP24 AEBP2 GABRG3 PRCP AMMECR1 TADA1 MAP2 CCDC146 CCDC85C TMEM30A LCORL VPS4B HIP1 CLCN3 UST CDK6 SPARC TMEM87A PJA2 MARCHF8 ZNF704 POLR1D POMC IGF1 RPF1 FRYL DAZ3 NRIP3 ATF6 DENND1B DAZ1 KIDINS220 CEMIP2 PRR14L SESTD1 SEC63 ADAM9 DAZL ADGRF4 WDTC1 POGLUT3 RHOT1 SPDYE5 SESN3 CPA3 PHIP WIF1 WNT11 NUFIP2 CTSC ME1 GNAI1 POU4F1 FBN1 KIAA1549 SEPTIN7 RYBP SPDYE1 MED26 HAPLN1 COL4A1 MIR491_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR491_3P PIAS2 PTPRM FOXO3 RANBP9 KCNC2 UBE2D3 BNC2 ETFBKMT LRBA THBD ATG4A VTI1A DYRK1A LRRC6 KANSL1 ABI1 GRIA1 CHIC1 TNN MTF1 COL4A4 MINDY2 SP3 ANKRD30A DPM1 GYPA ZC3H12B ELAVL4 MTX3 P4HA1 PUM2 THAP5 GOPC CHM AGGF1 ERCC8 UXS1 PRICKLE2 LIN9 SLC17A3 TRIP12 KCNB2 ADD3 ZFP37 UQCRB ANGPT2 GNPTG SLC25A46 DUSP4 EEA1 OTX2 LARP4 PCGF5 IL18R1 GABPA PRPF4B TP53INP1 TRPC1 PDCD6IP CLEC4E DCN RBM46 AFG1L MKX FOXN2 SNN GALNT15 SLC12A1 TBC1D19 TGFBR3 MUC5AC SIRT1 SLC5A7 IKZF4 DYNC2I1 RICTOR PPP3R1 SBNO1 CNNM4 PCDH7 MYNN AIG1 CD247 HSPA2 SLC7A14 RAPH1 JCHAIN PDS5A DUSP19 CLDN23 DDX21 MARF1 PTAR1 CFAP44 PRKAR2B AZI2 ANKDD1A CTSS CEP55 PDCL BCAT1 NOVA1 TRIO PHIP GPBP1L1 GABRB2 FABP7 ADAMTS5 SHCBP1 VWC2 NOM1 MGAT2 KPNA4 CABP7 STON2 RAPGEF5 USP12 CRAMP1 RHAG NEK2 MIR612 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR612 CREB5 SIKE1 HOXA13 TMEM41B COL4A5 TANGO2 CHL1 RAB11FIP3 FGF14 SIDT1 PTGES3L KDM2B SRR C1orf210 SAR1A DCTN5 CMTR2 TRABD2B PSD3 GDNF SSH2 RMI1 YAP1 APPBP2 PPP2R2B DAB2IP NRP1 GPI IFT122 GABRA1 FMOD CCP110 CXXC4 AKAP13 ARF6 BTRC ABCB8 ZNF322 SEC14L1 PHF21A SPRTN FBXO33 KCNB1 FMO5 APBB2 NF2 JRK CRTC1 ZNHIT6 CKAP4 RD3 TPI1 RC3H1 PRR14L LRRC31 SEC63 ATP8A1 GIPC3 DDX11 KCNK2 PTEN IPO9 FOXP4 CMKLR1 ACP6 YTHDF1 PPP3CB TMEM127 CCNT1 GPR62 TFAP2A LRRC41 FOXP1 TRMT13 FAM120C AHI1 NDOR1 NUDT19 SLC25A12 CEACAM7 SRFBP1 NECTIN1 PLEKHM1 SMPD1 ARRDC3 TCTN3 MARCKSL1 NXF1 PLOD1 RARB MDGA1 ZBTB8B SMAD6 ARNT2 PRND RBMS2 LRRTM3 NUFIP2 HIVEP3 NLRP14 RYBP LARP1 MIR3129_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3129_5P AMZ2 ZNF217 NTRK2 SH3GLB1 PAK4 ITGA6 SLC39A10 CEP85L ANKRD44 QKI ASAP2 BCAR3 NID2 CDK7 PRPF40A TUBGCP3 KDM3A CTNNA2 NET1 ETNK1 SEMA3A LIN28B SLITRK6 SLC24A2 SMIM8 KDM6A PCDH7 G3BP2 APLP2 ESRP1 PPP2R5E SINHCAF WFDC8 C9orf40 GNA12 PROSER1 PLAG1 SP1 CBLL1 C2orf49 PON2 MS4A7 ITGA8 TBX3 SCD CSRP2 DEPDC1B SLC44A5 PNRC1 KATNBL1 AK4 CXADR PPP4R2 CDNF NECTIN2 ITPK1 LLGL2 APLF RPS6KA6 ARHGEF3 WDR47 AEBP2 CHAD FN1 LRP2 MAP3K4 ANKRD61 RFX3 ACVR2A NACC1 ALX4 ADD3 CCDC85C UBQLN1 PTPRZ1 MED12L PLEKHH1 SERPINE2 ADAMTSL3 GORAB SDC2 ITGA3 NLRP1 CD2AP ZHX1 PDE4B RAP2A PIK3CB PLCB1 LAMP3 FUBP1 EBF1 KLHL3 CPEB4 FXR1 CYB5R4 EPG5 RAPH1 DNMT3A FAM199X RB1 KDM5A EMC1 VPS33A HIC2 DNHD1 MPP7 VAMP3 ATAD1 ADRB1 MAP3K5 PTPN3 SLC20A2 TAB2 COL12A1 TGIF2 NLK RUNX1 ATRX PSD2 CYP1B1 PTPRC ERBB4 RBM47 CELSR2 SOS2 NOVA1 ADAMTS3 LRRC1 NAA25 TMEM62 IFFO2 ADAM10 CREBRF MCFD2 PAWR LPAR4 GALNT7 TAOK1 GRK3 CDK17 ACVR2B MECP2 NIBAN1 TPPP RP1 KIAA0319L MVB12B FGF7 PHLPP2 ITGB8 NEDD4 ARL15 DCBLD2 MIR5579_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5579_3P BBS9 CCNYL1 FCGBP FAM168B CLIC5 ABCD2 ADNP SOX7 HIPK3 DIPK2A HOMER1 ASF1A RECK NOVA1 SCN8A CMBL PRXL2A FBXO28 SPRY2 MCTP1 CSN1S1 TENT4B RAB11FIP2 TGFBI MAST4 ETNK1 ZNF367 CPEB3 JAG1 GPR34 DAZ4 MALT1 HBP1 MACO1 BCL11B PPP1R3D IPO11 BICC1 EML6 ELF2 RALGPS2 ANKRD33B TRMT5 PLAG1 HEATR5A FAM160B1 POM121 RAPGEF6 CFL2 TRIM33 CSRNP3 NRL CEP57L1 TNS1 SFT2D1 EGR3 FBXL17 IRAK1BP1 LSM3 ADGRE5 PDIK1L UNC80 UBE2K USO1 FASLG TRMT6 ZSWIM6 BCL11A RBMS3 GAREM1 PBRM1 HPS5 LRRN1 ZDHHC17 PRDX3 GLIS2 RAB1A DAZL TRPA1 RBM17 EXO1 DCUN1D3 HNRNPU CTNND2 PDCD4 PRKCE NCAPG ADGRG2 CCDC34 MOSMO HOOK3 GRAMD2B KDM7A RFX3 RIMBP2 GATAD2B SKP2 SLC22A15 RNF217 RP2 SLC7A6 SESN1 BBS12 RASGRP1 DAZ3 ALDH9A1 GLRA2 DAZ1 PLEKHA1 PDE6A CEACAM5 CDC25A HSD17B7 PHLDA1 CEACAM8 STAG2 CD36 RMND5A KLF3 MAPRE1 SKI DAZ2 PIGN HERC4 LRRC57 MGAT5 MIA3 BTG2 ZBTB41 ADAMTS3 GABRB2 CDH7 SCML2 DCAF7 IFFO2 CREBRF YOD1 PELI1 MTM1 MSX1 SERPINI1 KLF5 GID4 IL12A AP3M1 CCL20 PPP3CA IL6R MOXD1 NKIRAS1 ATRN KBTBD8 GIMAP1-GIMAP5 PIKFYVE UBE2D3 CFAP300 ITGB8 FANCC PURA GIMAP5 MIR4653_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4653_5P EGR2 SLC35C2 MARCHF6 TNFAIP3 TREM1 SLC44A1 IRGQ FAM124A CNTN4 KLF12 NUBP1 ZNF398 AQP5 MLLT11 TSHZ1 PPP2R3A ZNF544 ZFX MTX3 ZNF248 PTPN12 SET FAM126B ARID4A MEA1 OSBPL3 SLC24A4 DCUN1D5 SLC14A1 C1orf21 NLRP2B ZFYVE26 ANKFY1 UMODL1 HHEX SGO1 CNOT9 RASSF6 ZNF322 ERLIN1 STARD5 PLEKHG4 EIF3J TMEM116 VAV3 SEC14L3 APIP ZNF12 UPF1 JMJD8 TMEM154 CERCAM LIPT2 SEMA3G C1QTNF5 CFAP65 RMI2 HIC2 PDS5A AHCYL1 TBC1D5 SGCB CPS1 RORC PPP4R1 PIAS1 BMP2 KCNJ12 KRTAP8-1 TMEM241 JPH4 CCM2 ERP27 PLPPR4 LRRC3 TMEM120B FOXC1 ST8SIA5 NPAS3 ZBED4 RIPK1 GABRR2 LYRM9 POMGNT1 AMN1 NUDCD3 MBD6 HOMER1 EPHB2 CMTR1 FOXJ2 SAR1B VASN RNF222 MAPK1IP1L TTC17 PLXNA4 NCOA7 FMNL3 P2RX7 TRABD2A CALB2 DHCR24 RUBCN ZSCAN12 CEMIP WBP1L SSBP4 WIPF3 ANKRD53 HES5 SZRD1 DEFB132 UBE2E3 TMEM144 SDF2 CYP8B1 CD4 RPE65 ZDHHC21 SH3PXD2A CEACAM6 TACR2 KCNIP1 ZEB1 WDFY2 NLRP5 HIF1A NYAP2 KCNQ3 TNFRSF10D MFRP PEA15 BNC2 PPP1R3G STK4 SLC16A8 ARID2 KAT6A MXD1 CAMK1D G6PC2 TXNIP CHST14 ASXL3 DSCAML1 LVRN WDR48 MIR17_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR17_3P SLC35B2 ARAP2 WNK3 DICER1 CTNND1 HJV TGFBR1 TM2D3 BCL2L11 KAT7 PPP4R3A ICE1 IBTK CNOT2 CNTN5 TAFA1 SUCLG2 EBF1 PPP2CA GAPVD1 USP33 ASTN1 KIAA0232 WSB1 SNTG2 FAM217B FAM168B LMLN C2orf69 UBE2F KIAA0513 IKZF2 TMEM116 ZNF648 FAM8A1 TSHZ3 TBC1D19 GAN CTR9 PDE1C RAB11A ADAMTS15 MEF2A CNOT4 UBE2G1 SRSF9 UHMK1 RD3 PPP3CA EIF5B DCLK1 SLC40A1 GLIPR1L2 YBX1 KLHL7 TBC1D5 KIF3B PPAT DNAJC6 COL12A1 RAB22A RSPRY1 FGF2 COCH DPT VGLL4 DCX TMEM62 SMARCE1 MAML3 ZNF597 EPHA6 ZFP41 RDH13 POLDIP2 FOXP1 FSTL5 AKT3 FAM98A GATAD1 TANC2 MAP1B WWTR1 TP53TG3 CPEB3 SETD3 ENPP2 ADAM7 PLAG1 BCORL1 ABHD17C H2BC12 PDE7A TTYH2 MOCS3 HACD2 RNF19A TP53TG3C TP53TG3D CLASP2 SOX11 MTCP1 ATAD2B SH3PXD2A RAP2A VEZF1 NEUROG1 RAB35 BRMS1L ANKRD50 FAM71B RAB8B RREB1 ZNF28 PCSK6 ZNF813 TP53TG3B ZFR NFIB NYAP2 TRIM59 SORT1 KCTD9 RHOT1 CASP2 NUFIP2 PTCHD1 ARID2 SHB METTL21C G6PC2 VMP1 MAP3K21 ROR1 ALDH1A1 FAM117A MIR33A_5P_MIR33B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR33A_5P_MIR33B_5P MBOAT2 LIMCH1 SIX4 CCNYL1 CAMTA1 C5orf47 ERBIN CADM2 ZNF281 MAP4K4 SCN8A MAPK8 SLC39A14 CACNA1C TRIQK RORA EXPH5 ANKRD44 STS KCNMA1 SEMA3A HIPK2 NPC1 SECISBP2L CROT TENT5C DSC3 HADHB ZNF140 RASEF HOXC10 ABHD2 SLC25A25 ARMC8 HBS1L GRIK2 EBF1 PHF12 GRM8 CDK6 SLC14A1 B3GALT2 LUC7L3 PIM1 ABCA1 VCAN SLC26A7 GLCCI1 AHCYL1 ARID5B ARID1B SGIP1 YWHAH CALN1 ZBTB34 SMARCA5 ANKRD29 SLC12A5 SIRT6 BACH1 LDHA PHACTR2 CAMK4 LRRC19 MAP3K1 FBXO47 CLSPN INSM1 EN2 PNMA1 RIMBP2 SEC24C RAP2A MTRNR2L3 NAA15 ATL2 TTC28 NAT8 PIM3 STON1 MEGF10 DYNC1LI2 C12orf50 TRIM67 SGCB SKI WDFY3 CPT1A SREK1 MRPS25 DENND1B LDLRAD4 CD96 NIPAL4 HRNR SLC17A6 DPY19L1 KMT2E SAMD8 NUFIP2 KIAA1549L PDGFRA MSRB3 NPY TMEM86A CDK16 CPEB2 ZC3H12C SOWAHC POF1B SATB2 HMGA2 MIR4684_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4684_3P HDAC9 UBN2 PRKAA2 TUBB MEF2C SLC25A40 UBN1 IMMT MID1 SDR42E1 RPS6KB1 RBM39 AKIRIN1 HNRNPD ANKRD11 SPRY2 QKI GATA6 SALL1 DCAF13 KIAA0586 MME PAIP2B HTR2C TMEM45B MMP19 AADACL2 ZNF546 SETD7 RBMXL1 STK26 NEUROD6 RASSF5 PRDM8 PREP UNG NADK GSKIP DCTN3 GRHL3 PTHLH ABCA1 TNFRSF21 CHIC2 LAMC2 NPHP3 ZNF37A FCER1A TMED2 AGTR1 TNRC6B FAM110C C1orf21 CACNA1B MACROH2A1 ITPK1 FN3KRP OLFML2A TSC22D2 UFD1 GPR12 MTAP ZEB2 PPP1R15B PCDH9 MAP2 DENND5A YAF2 ZAR1 YAE1 SLC4A8 ZNF689 GALNT6 CHRNA6 RIMS2 ELOVL4 TPSG1 INHBA UCHL3 ATG12 UBE3A CABLES2 SRSF10 NTRK2 SMG7 SEL1L CDCA8 NAALADL2 BNIP2 BTC SNX13 NWD2 KDM5A CLEC3A CAMK2N1 GIGYF2 RGS21 AZIN1 BMPR2 DENND1B CEP128 PKIA GSTA5 SLC17A6 SYT1 FOXC1 GPR83 ZAR1L DMXL1 KCNK10 HFM1 NUFIP2 IHO1 SOCS5 C14orf28 ST18 KRTAP1-5 SP4 SART3 MAP3K21 POLK PLXNC1 MIR12129 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12129 SIX4 ZNF217 ATP5MC3 SLC20A2 MIER1 GSR ETV1 RNF11 ASF1A FPGT BDNF VEGFA KBTBD2 KALRN NUP37 PCNP CYP2F1 SLC25A12 SALL1 SNAP91 PIK3R1 FRMD4B DCUN1D1 ANO4 RNF130 EPHA3 SLC24A2 SPRY1 RBMS1 DSC3 HSPA12A JARID2 MAP4K3 RAP1A PCNA RNF139 SDCBP MIER3 PDZRN3 UBE2T RBBP6 UBR5 SLC38A2 ATAD2 GBP4 FAM221A KCNA2 EMSY DOCK9 MAP3K2 YPEL2 SETBP1 CACNA2D1 KLHDC1 NXPH1 NUP98 KCNK1 ELAVL2 PHF20L1 LRIG1 PPP2R2C CXXC4 CXADR CLDN18 FASLG IRF6 UBE2K PCDH17 PHYKPL AMOTL1 MSI2 TXLNG FNIP1 CYYR1 EPYC MRTFB KCTD12 GPR180 RAB37 SEC24B PCLO SKIL TOR1B ZDHHC21 LIN54 CCNT2 FAM43A SIRT1 HSDL2 SPINK6 PLCB1 AHSA1 KHDRBS1 TIPARP SUMO2 RASGEF1A KIAA2026 SSH2 ANKRD42 CCSER2 TAB3 KCNJ6 PTPN5 RNF220 SPEF2 BTG1 MAK NKTR FAM102B SEC63 CCDC28A-AS1 ZNF563 SCN1A PPP2R5C ICOS UBR3 RHOT1 BPTF PLPPR4 SIN3A NCAPD3 PHIP NSMCE4A ABCA10 KMT2E DGKD PRR12 KLF9 SORBS2 C8orf34 NF1 TNFRSF1A GRHL1 ZBTB10 RIMS2 CASK CNTRL NR4A1 ARSB MGAT4A ALDOC MIR623 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR623 CREB5 TCF12 M6PR COX5A BIRC6 TMEM178B ZSWIM3 NR3C1 CACNA1C CDK20 PI4KB NBR1 AP1S2 UBA6 CCDC117 FRS2 PTPRD TMED4 SMIM14 BICC1 CIPC MTMR7 IKZF2 YPEL2 TMEM134 DLGAP5 NUDT7 ZNF197 SPRY3 VAPB MEIS2 SREK1 SLC16A6 TMEM156 NMT1 DCN BRF1 FOXN2 AP3M2 TOR1B LSAMP ZZZ3 PKM TTYH1 MFSD11 QSOX2 ZNF549 ENOX2 CHST15 C2orf68 HMGCR RBM24 ACSM2A ITPR1 ESRRG ATXN7 KLF3 SKI RAB22A LDLRAD4 EPHB6 PCMT1 SLC37A3 GLIS3 FOXC1 FAM210A ACSL4 TAOK1 PHF6 TRIM44 RHOBTB3 RIMS2 EPHB2 C8orf37 HAL FAM126A JAK3 TRMT13 MLXIP SEC24D SCML1 CCND2 NCOA7 BIRC2 SEMA5A BBS7 GPR19 ELAVL2 ZCCHC24 ZC3H7A AP2A2 EVC2 IGFBP5 UBQLN1 HOOK3 SH3PXD2A SLC12A2 CD163 TMEM213 ANGPT1 HAS2 EPHA7 WDFY2 DNAJC13 FRAS1 SRSF12 PPM1K KCNQ3 CRHBP RETSAT TFAP2A GPBP1L1 FBN2 TMEM132C WWC3 SMIM13 SEPTIN11 NOP58 HAPLN1 MIR935 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR935 CPEB1 FZD6 DMD PCSK5 NRG1 ATP11C MAP3K7 SOGA1 CCDC96 CRIM1 RELCH CDC14B CTBP2 RORA ANKRD44 LMO2 BRPF1 IREB2 ARL13B FBXW7 MED10 PRKG2 RFX6 KALRN SEPSECS NAP1L2 TNFAIP8 NCOA7 PUS10 PTPRS JARID2 MYO1B NOL4 VPS41 NR2C2 CADPS NAP1L4 FMR1 GOPC HACE1 PRR5L RELN LEKR1 MAP7D1 KIAA0232 MYT1 RERG ZFAND6 IRS2 OSBPL11 TRDN F11R EEA1 RBFOX1 RUBCNL MPV17L2 PLEKHH2 PPP4R2 HDHD2 MTSS1 CTSV C5orf24 GJA9 CSF3 WASHC5 TBC1D9 CLEC14A SAMD12 MRC1 ATXN10 ZNF365 PRMT3 PGGT1B ERLIN2 SBNO1 ONECUT2 EFHD1 TMEM263 SREK1IP1 UGT8 MPP3 FGL2 ATXN1L P2RY13 CCDC73 JCHAIN ATP1B3 SLF2 HIF1A FOXO1 RRAS2 GFPT2 INO80 FOXJ3 AAK1 DLAT HOMEZ STC1 CWC25 HEY2 SLC22A24 GABARAPL2 DPY19L1 GLUD1 CAB39 ANKRD31 TBC1D15 CSNK1G3 HSP90B1 TMEM215 SCAI GMEB1 POU2F1 SPIN1 POF1B FAM126A ATP6V1B1 MIR199A_3P_MIR199B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR199A_3P_MIR199B_3P ACVR2A AMZ2 ZNF217 NTRK2 SH3GLB1 PAK4 ITGA6 SLC39A10 CEP85L ANKRD44 QKI ASAP2 BCAR3 NID2 CDK7 PRPF40A TUBGCP3 KDM3A CTNNA2 NET1 ETNK1 SEMA3A LIN28B SLITRK6 SLC24A2 KDM6A PCDH7 G3BP2 APLP2 ESRP1 PPP2R5E SINHCAF WFDC8 C9orf40 GNA12 PROSER1 PLAG1 MAP3K2 SP1 CBLL1 C2orf49 PON2 MS4A7 ITGA8 TBX3 SCD CSRP2 DEPDC1B SLC44A5 PNRC1 KATNBL1 AK4 CXADR PPP4R2 CDNF NECTIN2 ITPK1 LLGL2 APLF RPS6KA6 ARHGEF3 WDR47 AEBP2 CHAD FN1 LRP2 MAP3K4 ANKRD61 RFX3 NACC1 ALX4 ADD3 CCDC85C UBQLN1 PTPRZ1 MED12L PLEKHH1 SERPINE2 ADAMTSL3 GORAB SDC2 ITGA3 NLRP1 CD2AP ZHX1 PDE4B RAP2A PIK3CB PLCB1 LAMP3 FUBP1 EBF1 KLHL3 CPEB4 FXR1 CYB5R4 EPG5 ATRX RAPH1 DNMT3A FAM199X RB1 KDM5A EMC1 VPS33A HIC2 DNHD1 MPP7 VAMP3 ATAD1 SMIM8 ADRB1 MAP3K5 PTPN3 SLC20A2 TAB2 COL12A1 TGIF2 NLK RUNX1 PSD2 CYP1B1 PTPRC ERBB4 RBM47 CELSR2 SOS2 NOVA1 ADAMTS3 LRRC1 NAA25 TMEM62 IFFO2 ADAM10 CREBRF MCFD2 PAWR LPAR4 GALNT7 TAOK1 GRK3 CDK17 ACVR2B MECP2 NIBAN1 TPPP RP1 KIAA0319L MVB12B FGF7 PHLPP2 ITGB8 NEDD4 ARL15 DCBLD2 MIR4456 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4456 RUVBL2 XPO7 GNB1 FAM104A SOGA1 FIBP PRKACA VSIG4 TMEM134 BNC2 CALML4 KPNA3 MLXIP CACNA1C PCNP TMEM39B ACTN1 SOHLH2 DBNDD2 KLHL20 PPIP5K1 BBX GPX5 NFAT5 GSE1 SLC24A2 SOGA3 ZNF268 METTL8 OBP2B ZMAT4 IKZF3 CACNA2D2 DYRK4 SLC25A25 MAFA GPATCH2 SLC13A4 PLEKHG4B PML PPIA MYCN URM1 CNTNAP3 PRAMEF13 ERC1 RNF38 ZNF711 NFIA ZNF135 SHFL TRPS1 GPR158 OBP2A ZNF74 GALNT10 SRRM4 ZNF589 FZR1 FAM170B ZNF839 ZBTB43 RGL1 CD40 FOXP4 CHD6 TAPT1 PYGB ZDHHC21 PHOX2B PRDM11 ZNF282 EFNB3 SMURF1 CCL4L2 ASXL1 GPATCH2L GLP2R TACR2 HGSNAT GABBR2 TIGAR BAHCC1 STPG1 EXOC4 TMEM184B EPHA7 C2CD2 PTK2 ZNF131 ZNF275 C17orf78 ZNF773 ADCY1 CNNM1 PRAMEF14 SGCB LGALS3BP PTPRF MRPL3 DIP2C FOXN4 INTS10 ZNF584 PPM1H RPS6KL1 UBE2V1 ZNF609 TMEM101 MARK2 PHF21A FAM189A1 PDIA3 MAN1A1 PDGFRB SORBS2 SLC9A1 ADCYAP1R1 SENP1 MXD1 TBC1D8B MECP2 KPNA4 SEPTIN7 SMG1 SHISA7 TXLNA LZTS1 RANBP10 MED26 LY6G5C CNOT8 MIR3149 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3149 IL31RA TFEC PTAFR SAV1 NCBP1 NHLH1 GABRA5 CPSF2 BCOR ZNF326 ZNF140 PPP4R3A ZC3H12B PAXBP1 ADRA1A CCDC88A FMR1 PBX3 AR MFAP2 RPP14 DPY19L3 PEG3 COG6 ALG13 CDH11 TMEM47 SGIP1 CA10 ITSN1 C12orf4 VAPB SMOC2 GALM GPALPP1 FKBP7 CBWD3 LRCH1 IGF2BP3 VPS13C PAPOLA NEK7 ADD3 YAF2 MAGEB6 GNG5 ITPRID1 PNO1 SLCO3A1 VKORC1L1 GRM8 PER1 CBWD6 SLC31A2 PLD5 SPARC KIF1B BIVM KANK4 USP51 SH3BGR CBWD5 DNMT3A ZNF592 EAPP UBE2N CAMK1 PRKX IRS1 TOX3 NEUROD2 BRIP1 TYW1 SMC2 STARD4 RHOBTB1 NXN RABIF ADGRL2 CACYBP ANKRD12 MCTP2 ZNF677 SLC25A31 ANO4 SEMA3D KANSL1L SCN7A ZC3H12C RIMS2 XK MBTD1 CAMTA1 FGB RNF11 GLRA3 EFCAB11 RORA ATG4A ELK4 LRRC7 UTS2B PRDM8 SLC22A4 AK9 BEND6 CYP20A1 MFSD4A PNRC1 ELAVL2 ICA1L NOTCH1 MIGA1 PCDH17 SCN9A FOXR2 ARRDC3 PRDX3 TTC23L ZDHHC15 PIK3R6 ZDHHC21 ZC3H14 CDK8 THBS1 MYO1D DHODH EPHA7 IQSEC1 TYW1B EXOC4 SLC7A14 RB1 PSPH SLC35G2 OST4 WWC2 SLC7A11 HTR1E CRISP3 ZBTB41 PHIP RAB33A ZC3H6 CREBRF ANKUB1 RORB PGM3 FNDC3A DGKH SH3RF2 GET1-SH3BGR MIR4797_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4797_5P AFF4 AFF2 MACIR PALM2AKAP2 SULF1 SLC37A2 B4GALT4 DCUN1D4 CHCHD5 SYTL2 KLF12 ZNF343 PPP1R18 PIAS1 PPFIA2 STXBP1 APBB3 ZNF75D MRPL19 PTPRD ARPP19 CPEB2 FAM13C ERG BRD2 TSG101 TRMT10A GABPB1 STEAP2 NFIA TSPAN3 CYP2C9 CC2D1B PDE5A CCNT2 CIP2A GORAB CIAO2A STAC CYP2C8 CREBBP HOXC6 FAM133B GPR12 PDZK1 SLC25A36 CHD6 DUSP6 RNF19A RTN1 USP6NL RXRG CES3 FNDC3B JKAMP MAP2 DIAPH3 KDM5B PIK3CA SEPTIN11 PRKD1 CA12 RAB4A ARGLU1 ZBTB24 KCTD20 NEK6 MCMDC2 ERP27 LHX2 NOVA1 KCTD1 NXT2 ARHGEF12 GALNT7 CDKN1B SHROOM2 MAPK8IP3 ZMIZ1 ZHX1 C8orf37 REEP3 SOGA1 TMEM68 KIF5A KIF20B SMC3 BAG3 MRNIP EPHA5 EIF2B3 FRY BCL11B AKAP5 ZNF396 RUBCN PPP1R16B IGFBP5 TRA2B CYP2C18 HNRNPU DYNC2LI1 SERINC5 FLRT2 SRSF12 ANXA1 UNC13A ZNF215 KCTD9 PAXIP1 MEOX2 ACLY CBLN1 CACUL1 KAT6A CCNY NR4A3 CILP CCNG2 MIR342_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR342_3P ENSA SLCO1A2 CDKL5 CACNA1C KDM6B ZNF117 DCUN1D1 MAP3K7CL JPH3 ARHGEF9 RGS4 IBTK CNR1 CLCN6 FUT8 NEURL1B ASPH SV2B TASOR GXYLT1 PTGER4 BTN2A1 PLEKHB2 FAM126B UCHL5 ITGAM SOX21 ARID1B MED6 EEA1 ZBTB4 FASTKD2 ZNF652 ZBTB40 CUX2 RAET1E ZFP28 RFX3 EHF ZNF329 ZNF225 NRARP UPF1 ANKRD49 RRM2 MMS19 RICTOR SOX6 DRAM1 MAGEB2 ATXN1L S100A7A PAK2 RAD54L2 ADGRG2 BCL2L10 JADE1 SLC43A2 CA12 ATXN7 ZNF322 PLK2 TGIF1 UBE2D2 PDE4D EPC1 TIA1 TMEM35A ZNF20 ZNF568 NABP2 ACSL4 SORL1 MRFAP1 C5orf24 OSER1 ID4 TMTC2 UBN1 COL1A2 SLITRK4 ATG10 TANC2 TXK LIN28B HTR2C SLC6A8 N4BP2L1 KCTD6 PRPF40B DTNBP1 EP300 ARHGEF28 SH3TC2 ELAVL2 KAT2A FOSB MLLT6 TTBK2 MEX3A WBP1L CASP2 NEO1 GSTA4 ZNF740 ZEB1 KCNA4 LATS2 SLC6A19 MYLK2 CTNND2 INO80D NSD1 ETAA1 PDE12 GPBP1L1 NUFIP2 PDGFRA ZNF189 AGPAT4 AUTS2 PHF3 DHRSX MIR8076 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8076 CSF2 GRIA2 PCSK5 BVES TCEA1 HOMER1 ZNF346 CHL1 IDI2 PDK3 NUDCD2 DSE ADCY9 TENT4B BACH2 COX20 GNPDA2 VTA1 ETNK1 FLRT3 INA COL4A4 SEPTIN14 UBL3 ZBTB20 MYH10 DSP APOBEC3H ZFHX3 AP2B1 ENTPD1 G3BP2 TRIM58 GALR1 USP38 PAQR3 POC5 EBF1 FMR1 AK9 AK3 PLAG1 SENP2 PPP2R3A KCNAB1 XPO4 EXOSC8 FCF1 SLC12A2 UGT2A1 TRMT10A INPP5E HS3ST1 PRR27 CPM ZNF664 SMARCAD1 CNOT9 COL6A6 SAMD12 PDE5A MEX3C RC3H1 CCDC82 TMTC3 API5 LRRC58 GFRA2 FAM13B ANXA4 EPC2 SPRED1 ATXN1 C2orf91 ALCAM BOLA3 SKIL DIAPH3 SMARCA4 PLXDC2 UGT2A2 PSMD12 CHD1 SEPTIN7 UST RBM45 LPP ITGA9 TRIM50 SREK1IP1 UBE2D1 FAM120B ZBTB25 PURG ILF2 CCSER1 TPH2 SLC2A13 ATP6V1G1 UTP25 TRAPPC3L ZNF519 INO80D FAM110B FAM81A PTPRC VCPIP1 GNAQ HYDIN MMUT DNAJC24 PPP1CC SWSAP1 GNB5 CLIC2 POLR2K SBSPON LIX1 SCAI PSEN2 FRA10AC1 CRADD IGF1 CLOCK MPLKIP SYN2 PURA MBTD1 MIR1207_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1207_3P CREB5 PDE6D TMEM178B SPATA13 PTPRE PARP11 EXT2 CCDC25 RAD51D TNIP1 RHOA LHX6 PGAP6 APOBEC3G RAB7A ZNF706 PAFAH1B2 COP1 SCN3A RBL2 PTGER4 SHC1 CSNK1A1 IGF2BP1 MTF2 RORA GAS7 GRIA4 SCN2A DEPDC5 FAM168B CLIC5 ENDOV ORAI2 SRRM4 IRF2BP2 RAPGEF2 EPC2 C22orf24 BAIAP2 SCN1A PATL1 FOXP1 OGFOD2 PID1 NPPC SOX12 CUL4A C14orf119 CHD5 FBXO33 PTBP1 DEDD2 STX1A FAIM2 ZNF641 PER1 MAPKBP1 ADPRS LYRM1 ST8SIA4 PDP2 PLA2G2C SEC13 SLC29A3 CYB561D1 COPS7A PAFAH1B1 SRF RAB23 KATNIP SCLT1 ACTR1A ALDH1A2 TPM1 PDE8B TTC4 MMP24 SLC5A7 ZNF821 TTC7B TENT5A CEP350 UTP18 ST18 TAOK1 RAB43 IL6R ANKRD28 MYCL FAM78A MBTD1 ZFR2 NBEA RIMKLA AGO1 CELF5 PAN3 PAIP2 TP53BP2 CBX2 FMNL3 POLR3A GLCCI1 ARL3 PPP1R10 XBP1 MAOB NFIC ZNF333 GALNTL6 CNN1 LSM11 TMEM39A MEOX1 ISY1-RAB43 IQSEC1 BTBD7 CLHC1 SYT11 BTN2A2 ENC1 FBN2 PHF21A ARL11 PIK3R1 IMPG2 TEAD3 WASL TMEM18 SVOP MIR3921 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3921 EGR2 SLC35C2 MARCHF6 TNFAIP3 TREM1 SLC44A1 IRGQ FAM124A CNTN4 KLF12 NUBP1 ZNF398 AQP5 MLLT11 TSHZ1 PPP2R3A ZNF544 ZFX MTX3 ZNF248 PTPN12 SET FAM126B ARID4A MEA1 OSBPL3 SLC24A4 DCUN1D5 SLC14A1 C1orf21 NLRP2B ZFYVE26 ANKFY1 UMODL1 HHEX SGO1 CNOT9 RASSF6 ZNF322 ERLIN1 STARD5 PLEKHG4 EIF3J TMEM116 VAV3 SEC14L3 APIP ZNF12 UPF1 JMJD8 TMEM154 CERCAM LIPT2 SEMA3G C1QTNF5 CFAP65 RMI2 HIC2 PDS5A AHCYL1 SGCB CPS1 RORC PPP4R1 PIAS1 BMP2 KCNJ12 KRTAP8-1 TMEM241 JPH4 CCM2 ERP27 PLPPR4 LRRC3 FOXC1 ST8SIA5 NPAS3 ZBED4 RIPK1 GABRR2 LYRM9 POMGNT1 AMN1 NUDCD3 MBD6 HOMER1 EPHB2 CMTR1 FOXJ2 SAR1B VASN RNF222 MAPK1IP1L TTC17 PLXNA4 NCOA7 FMNL3 P2RX7 TRABD2A CALB2 DHCR24 RUBCN ZSCAN12 CEMIP WBP1L SSBP4 WIPF3 ANKRD53 HES5 SZRD1 DEFB132 UBE2E3 TMEM144 SDF2 CYP8B1 CD4 RPE65 ZDHHC21 SH3PXD2A CEACAM6 TACR2 KCNIP1 ZEB1 WDFY2 NLRP5 HIF1A NYAP2 KCNQ3 TNFRSF10D MFRP PEA15 BNC2 PPP1R3G STK4 SLC16A8 ARID2 KAT6A MXD1 CAMK1D G6PC2 TXNIP CHST14 ASXL3 DSCAML1 LVRN WDR48 MIR1294 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1294 FARP1 HSPA14 C8orf58 KRT78 RGS6 PRKAA2 SEC14L1 TRMT13 LIMD1 ENPP1 COL4A6 PDPR SGCG CTBP2 TMEM178B BNC2 ARRB2 DIABLO PURB TCF7L1 RAB18 LRCH2 BBX DDX19A CHIC1 DVL3 TGFBR1 KLHDC8B THRSP AGO1 NOL4L IGF1R CCND2 DPAGT1 ATG16L1 MACO1 INPP5A BRWD1 SURF4 SUCLG2 BRCC3 PRRX1 ZNF782 IARS1 PAPPA GXYLT1 LUC7L3 PIM1 ABCA1 MAN2A2 KCTD17 CFL2 RNF170 CSRNP3 ZNF33B YOD1 RBFOX2 NPEPL1 SCYL2 SERF2 DMD CRK MLX UBE3D TAF9B FZD3 CELF2 DDX19B YIPF1 ARHGEF10L CBX5 PPARA SPOCK3 DLGAP4 PIP4K2C PBX1 GNS TP53INP1 ZNF644 CDHR1 SCN4B RGP1 MYH9 C1GALT1 SPTSSB SKIL TMEM144 SYT4 CD164 ZNF689 STARD3NL RNF126 RDX MTOR SEC24C GPX7 FNDC3B PTP4A2 IGSF1 VPS9D1 KIAA0930 SLC31A2 CXCL8 MEAF6 ST7L PTPRG HAS2 CDC34 AGO4 SULF2 CUX1 MYC CCNJL FAM122A RCN2 CLDN12 ADRB1 ZNF835 CYB561D1 COL4A1 KCTD21 TMOD2 ADAMTS6 ADAMTS8 TMEM26 TENM2 TECPR2 RBMS2 PARM1 ARHGAP28 KLHL24 RAB3GAP2 MSR1 FZD4 TMPRSS11B CSNK2A2 KRT20 NOP14 MYCL SPTBN4 C6orf132 FIGN COL27A1 CLCN5 NCR3LG1 AMBRA1 ZNF714 C14orf28 PALD1 TEAD1 SART3 EXT1 KCNQ4 ZSWIM4 SEC24A ADAMTS1 IMPG2 AREL1 USP12 TRIB2 OAS2 MIR125B_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR125B_2_3P PRDM16 POP1 COX7A2 GAD2 PRR13 ASAH2B IMMT EGLN1 TCEAL9 EFCAB11 GPM6B BCL2L11 HMG20A ARFIP1 ZNF345 TPD52L1 MCHR2 BLCAP E2F6 CCPG1 PDPK1 SUDS3 TRAF3 UCHL1 AMD1 PCNA FAM135A SRFBP1 ZCCHC4 RPL9 PRPF39 BRCC3 FAM169A ZIC3 REV1 RAD54L2 VAPA SCML4 PPP2CA SPTLC2 USPL1 LPAR5 FAM131B PSAP TTC3 DAZAP1 GATD1 ELAVL1 HACD3 DUSP11 MKLN1 EEA1 ECHDC2 MKRN3 MDH1 HPF1 EFNA5 TMEM196 ARF6 GPR85 MXI1 GABRA4 CTSV MIPOL1 B3GALNT2 ACTR3 GRID1 SLC10A7 PRTG PAX5 PEG10 HNRNPU IL12B PRKCE PLPP5 NEU3 MDFIC EIF3A MED13L VPS50 ADCYAP1 FRMD6 SIRT1 TMCC1 ZMYM5 CTNS CPEB4 PROK2 FBXW2 MIS18BP1 CPSF6 SNRPF C11orf87 YIPF4 BMPR1A PTGS2 RC3H1 EML4 CENPC CALCR DOCK7 AAK1 ZNF585B RESF1 GMFB SLC7A11 TAF11 KRTAP8-1 PLEKHA3 NSD3 TECPR2 PACSIN1 ATP6V1C2 ERBB4 CMTM6 RTN4R MYCBP2 PTPN4 YES1 CYRIA BAZ1B DR1 NEGR1 TENT5A SEL1L MFAP1 PDZRN4 ZIC2 PCNX1 GPM6A SOX8 GNB4 SLC26A5 ANKRD27 LRATD2 MIR708_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR708_3P CXXC5 GABBR1 TPGS2 OTUD3 XPO7 GPD2 ZNF518A ZNF687 YWHAB FGF14 CTTNBP2 VDAC2 TENT4B RGN BBX ETNK1 BHLHB9 NEFL HSPA4L PLPPR1 TMBIM6 LDLRAD3 TRAF3 METTL8 ZFHX3 VIM CDK13 JARID2 CHRDL1 PLCB4 LNPK RAD51AP1 CDH6 LHX9 ABHD5 AP3M1 DHX40 PTGER3 DAAM2 SH3TC2 ARHGAP5 ASAP1 C7orf57 SLC25A46 UNC79 PHF20L1 SCAMP1 BORA AHCYL2 DDHD2 LARP4 FGR AKAP13 MSI2 CDYL2 EPB41L3 CELF2 TOP3A CIAO2A CDY1B CLEC7A CDY1 ALCAM TMF1 RNF182 PSAT1 AQR SPRED1 FADS1 RPTN PPP1R15B ATF7 ATG7 GLB1L3 C1GALT1 DYNLT3 STRN3 CFAP298 LPP PSIP1 TRAPPC6B SETMAR SYTL4 ABRAXAS2 AIG1 POLR1D PLEKHH3 P2RY13 TRIM9 ANKRD42 TJP1 ARHGAP17 ZEB1 ABCA5 ZNF592 NEIL2 MYEF2 ZDHHC23 GTPBP1 USP42 HECA ADAMTS3 CAPZA2 PPHLN1 SDHAF3 LRRC59 BAZ1B MAML3 TBC1D30 EMP1 CATSPERB CNST P2RY1 CLOCK RHAG MIR3168 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3168 CFAP97 WIPF2 FOXO3 OXTR TARDBP FAM117B MDH1B ZKSCAN3 RORA RGS2 B4GALT6 MCTP1 MMP16 ANKRD28 ZNF345 MCCC2 COBLL1 SCML1 RAP1GDS1 RNF41 CFAP52 NFAT5 ARID4A DNAJC6 DYNC1I2 ZBTB46 KIF23 RASEF MEMO1 TMED4 ARMC3 TAFA1 ZBTB10 USP50 HNMT FAM126B LZTFL1 C7orf31 FCRL1 FAM169A ZMYM2 PCYT1A ZNF236 NF1 SLC11A2 ZNF550 UNC5C PHF11 ARHGAP6 PON2 BRWD1 ITGA8 CLCC1 SGO1 NFIA KATNBL1 LPCAT2 MGA CELF3 CA8 HDAC2 VAPB PROX1 TXLNG TOR1AIP2 PIK3C2A TMED5 CBWD3 MXRA7 NECAB1 TRA2B RNFT1 G3BP2 ZNF644 ZEB2 ALG10B LAMTOR5 IQCB1 DUSP6 ZDHHC21 POTEA FBXO39 TTC28 ACAP2 SPA17 CCDC91 BNIP2 CROT MACROH2A2 ATXN1L TRIM34 MEGF10 TRIM6-TRIM34 BMPR1A NTN1 ALAD PLEKHA1 ERICH2 CBWD1 ORC2 YBX1 NR2C1 MBLAC2 TMEM106B CBLN2 SKI SLC7A11 SLC39A9 TAGLN3 GIPC3 BMPR2 ZNF362 LMO1 DIP2C PAPOLA MBNL1 GK5 UBR3 DPY19L1 SLC9A4 MBD2 SLAIN2 TSPAN2 SEL1L ZMAT3 ARID2 KAT6A SP4 SLC38A1 PCYOX1 ID4 MEIOC RCHY1 MIR197_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR197_3P IFNA17 CD99 ARMC1 FGF12 NRF1 TMEM265 RCAN2 CBL CTNNA1 TRIT1 RELCH PIANP SEPTIN10 SLC44A1 ETF1 CD109 TRIM25 JAK2 CTNND1 ARL6IP1 RFC1 CD53 LYSMD3 INA ZNF614 HCAR1 HEATR5B TTPAL EYA1 ADAT2 MTX3 P4HA1 TAL1 PTPN9 FOXP2 CSF1 ZIC3 ATP6V1A NAP1L4 SHCBP1 DOCK9 STAG2 ZNF181 SYNGAP1 EED CLNS1A SLC30A9 AKAP5 UGCG MINAR1 FZD3 ANXA7 PPFIBP1 FMN1 TXLNG PHACTR2 C5orf24 CDK8 SS18 GOSR2 CCDC85C ZNF34 SMAP1 PSME4 MUC4 FAM227A MEF2A ZZZ3 RPL36A-HNRNPH2 BEND3 ZNF720 TXNDC12 MEAF6 DDX52 ZNF264 PPM1E MEIOB EAF1 IL1RAP KPNA6 NYAP2 PITPNB CECR2 SLC47A2 UBR3 ADO IGFBP3 SST IFNA4 MAPK8 ZNF189 C11orf71 SERTAD4 CILP RCOR1 FBXO42 PLEKHA5 TMEM87A TMEM19 SVOP MIR5590_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5590_5P CD55 ESR1 OCIAD1 ADAM22 AFF4 SNX20 ZIC4 AGO3 CADM2 CACNA1E NR3C1 MYLIP RAN IFT122 BAX LPAR1 ANK3 B4GALT6 LRRC28 MARCHF7 LBH SALL1 SLC35F1 IL1R1 CCDC89 ERO1B RNF145 ADAT2 KRT40 FRS2 TPGS2 BICC1 MICU2 CCDC88A EBF1 GGNBP2 TAX1BP1 REXO5 CEP97 FRMD6 DLG2 FGF23 LYPLA1 CFL2 TMEM42 SLC9A6 SMARCA1 KIAA0753 NKAIN3 PACSIN2 TAF9B CKAP2 LUZP1 YTHDF3 SCAMP1 CEMIP2 USP25 C18orf63 SAXO2 WDR35 ZNF100 CHODL CISD1 SPART MRTFB RRAGD ZNF880 HYPK ABHD13 ASCC3 PREX2 SS18 ENTHD1 RNF169 ZNF329 KCNJ3 HOOK3 PAQR5 HELZ ATG2B WDR43 LRAT ANGPT1 TSC22D2 ZBTB2 ZC3HAV1 SP100 FBXO30 TRIM45 ACTL10 DEPDC4 CLHC1 ZNF99 MAML1 TRIM14 FBXO36 CFAP20DC NAV1 HOOK1 TENM2 LYSMD2 C5AR1 PTCHD4 DPY19L1 C4orf46 COL11A1 ZNF714 KMT2C LYVE1 C5orf15 CSTF3 PHF6 NPAS4 FSCB ZC3H12C GLIPR1L2 ZNF695 MIR3678_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3678_3P PRXL2B WASF3 TRIQK NLRP1 ABLIM1 CNTN4 ZNF135 PANK2 RFTN2 ST3GAL1 LDLRAD3 BTBD8 MYH10 PPP1R3D PCNA UNG ZIC3 CDH17 AR GAPVD1 MS4A7 FAM126B ARL13B LYSMD4 GRIPAP1 RNF215 EDEM3 LTBP1 RTN1 TNRC6B ATP2A2 BTRC SLC16A6 SLC9A3R2 SVIP UBB ZFP1 RPS6KA6 LRRN1 GLRA1 PRTG PRRT2 TMEM98 COPS3 BHLHE22 MLLT3 COL5A2 SLC6A11 CDK14 SBNO1 LAMA4 ZNF385B FNDC1 GABBR2 APBA1 KHDRBS1 GNAS OCLN TLDC2 PPM1E ITPR1 RC3H1 GIGYF2 ANKRD53 ARGLU1 MRPS21 STIM2 ZFAND6 MSI2 TMEM35A SSBP2 CFAP221 GTF3C4 TMEM127 DOK5 NBEAL1 ID4 ETV1 PLP2 STYX MMP16 C9orf152 RAB10 AGO1 TWIST1 SEMA5A SSX5 CYP7B1 KCNE4 GPR158 POLE4 SLC39A8 TRIM48 RAB1A ALOX12 RND3 SLC19A2 SRXN1 GPATCH2L MED13L C9orf129 OPRM1 GGCX ONECUT2 SHANK2 DYRK2 KIF11 SFRP1 AAK1 AMPH TNIK BPIFB1 FOXN3 ERBB4 NFYB TRIM52 YES1 XPO1 S100A14 PDS5B PHKG2 MMP13 NOVA1 CAMK1D CYP4Z1 ZNF831 GRIN3A MIR7111_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7111_3P CALU EHBP1 ADAM22 UBN2 LYN AGO3 CACNA1E CARNS1 ZNF502 DCP1A CD5L RGS4 ELAVL4 CRCP ZFYVE27 HMGXB4 GXYLT1 SYS1 NRG3 EYA2 NTRK2 MACROD2 PLOD2 CFAP91 AGO1 ZNF559 SLC2A14 UBE3D SLC24A4 TARS3 EVI2A ZSCAN31 CCT5 P2RY12 PPT1 CLDN18 SUSD6 RNGTT TMTC2 BCLAF1 ZNF674 GMEB2 CHRNA1 TNFSF4 CHD8 SSBP3 DTNA LPXN PTPN3 TRAM2 KDM7A VPS37A NAA15 PLD5 FGF18 RGPD5 HS3ST3A1 RXRA C5orf63 CIT RAB29 DNMT3A SCIN PDE3B ARL5A FAM155A PPP3R2 ING5 C5orf60 ANO1 RNF8 NOS1AP MIER1 TBC1D16 CCNT1 GCC2 ZNF616 TOR1AIP2 DCAF5 ZCCHC2 RGPD4 KLF6 LDB2 GLIS2 PDE1A EPPIN-WFDC6 GRIA3 PPFIA2 RIMS2 RNF144B LRP6 MAP1A PLA2R1 OTULIN MAPK1IP1L TMEM50B PRRX1 ARHGAP26 PPFIA4 ADM PMAIP1 LRP11 UQCRFS1 ZBTB7C MANEA RNPC3 RGPD6 IGFBP5 IQSEC1 EPHA8 RPF1 MED13 PLXNA2 ASCL4 AGAP1 EIF4EBP1 BTN2A2 RGPD8 CYRIA ADGRL3 PCNX1 LARP1 DYNC1I1 MIR2115_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2115_5P HMGN3 LTN1 KCNIP1 CADM2 KIFC3 RPS6KB1 LPGAT1 TTC7A TULP4 PURB ACLY ABHD17A VANGL1 SGK1 RAB10 ATXN2 ZNF367 JAG1 ARID4A ZFAND5 PEX5L REPIN1 GPR176 CRKL CSNK1G3 TTPAL TMEM164 PIK3C2A HSPA12A SH3BP5 AFF1 MIER3 FAM83B TMEM37 TES CYLD UBE2U CD274 TET3 PIK3R3 BORCS5 CEP170 GXYLT1 CBLL1 TEX26 RFWD3 BORCS7 SFT2D2 TCF7L2 NPAS3 RUBCN SREK1 DHRS12 MBTPS1 BTF3L4 CDKN2D CXADR ZFPM2 C5orf49 CERS6 PKP4 KIF21B ARHGAP19 NAV2 RCBTB1 IQGAP1 SSBP3 TAF5 SPRED1 GABRG3 IQSEC2 NFATC2 WWOX GOSR2 ANTXR1 VGLL3 SNRNP27 HNRNPA0 TMBIM4 MAF ELL2 DPH3 SAP130 USP49 CNNM4 ONECUT2 ATL3 TXNDC12 MID2 KLRK1 TRIP13 HSF5 AMER3 FAT3 IDS KIAA1549 RAB8B RC3H2 MTA3 TFCP2L1 DRP2 ORC5 IRS1 KLF6 TFAP2A MARF1 RBM20 AC097381.1 ZC2HC1C MAMSTR SPDYA ZFP91 PRKCA PHF20 NGF ZKSCAN2 NACA MRPL34 JAZF1 ZNF266 CORO2B LENG8 B3GAT1 DTX3L ADAMTS17 NPY2R STC2 TEAD1 HMBOX1 DPH3P1 DOCK3 RPIA PLA2R1 BTBD7 LRATD2 MIR8082 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8082 FCMR ESRRG LIMCH1 SCN3B EFHC1 KCNS1 TENT2 GSG1L HMGCLL1 PGR NUMBL C2CD5 ASAP2 MR1 MILR1 BCL2L11 SRPX NCAPH GLT8D1 SLC35F2 ETV7 NAB1 CCND2 KLHL42 FAM222B ARHGAP12 NOP9 JARID2 MARK1 MIEF1 TOM1L2 NUBP1 WWC1 AP4E1 CLCA2 NR6A1 ZNF213 FAM161A UGDH CCDC121 SPN GPR84 DAAM2 CER1 DTNA SRGAP2 TMEM168 MTMR14 FOXQ1 IGF2 TNRC18 RGL1 ST6GAL1 ZMYND11 SOX6 AKAP13 SH3BGRL3 ADAM12 C11orf49 EIF4E INTS6 FUNDC2 ATP12A CNOT9 PLCXD2 ERICH3 TRPA1 FNDC10 MYO18A GFRA1 REL PPP3R1 MS4A1 FAM169B SLC35E1 HGSNAT FAM120C NETO1 ALDH9A1 GNPDA1 ZNF142 TSPAN14 IGLON5 PURG KDM2A ZNF813 SPAG17 ALG12 PPAT FXR2 VPS53 XIRP1 GNG13 GNG2 ALDH16A1 ARHGAP28 BET1L CACNG3 CMTM7 OLA1 JMJD6 SMURF1 MTCL1 VWC2 SCN2B RNF10 RDH10 LRRTM2 TAOK3 CCDC40 HOMER1 FAM217A MIR605_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR605_5P BTBD3 SLITRK2 ZADH2 NRP2 RPS6KB1 FXYD3 ATG5 DGKH EFTUD2 ATE1 LRBA ANKRD44 SEC24D ANKRD6 PRPF40A SYTL2 IFI44 LRCH1 MBD1 JAK2 FAM13A PTBP3 NREP FLI1 PPP2R2A CSNK1A1 BCL11B ENY2 KDM5B HECTD2 CAST HIPK2 MITF LUC7L3 SLC11A2 DPYD P2RY12 C2orf49 CSRNP3 SNAPC1 PRLHR FAM3C TMED10 TMOD1 MED6 DNAJB11 RBM27 AHR PREX1 VAPB TSN ZSWIM6 PCTP PCGF5 ATP8A2 ZCCHC14 PHACTR2 ZNF843 ATXN1 ACTR3 PCDHGA7 SLC10A7 AFDN ACTN4 ADD3 UTP15 VGLL3 MAP3K9 TMEM170B SGMS1 ZBTB43 SLC16A1 SIX2 COPS2 UBXN10 ZFHX3 LRRK1 TMEM65 G2E3 GABARAPL1 QSOX2 CAP2 SMIM3 SEH1L DRAM1 MRPS27 C16orf74 CCDC50 FLRT2 TRIM34 ACTR2 CLEC3A NFIA TRIM6-TRIM34 KCNA4 CLDN23 ZNF592 PDE3B NIPSNAP3B SLC7A11 LRP5 ADAMTS6 MTRR FAT1 MOSPD3 PTPN4 FCHSD2 HSD17B11 MTMR8 TMPRSS11A TMEM132E NSUN4 POGZ TLCD5 SLAIN2 SOX9 WDR26 ADGRL3 SCN2B RNF168 STARD4 TBC1D8B STOX2 EBLN2 LEMD3 TRPC1 TIMM8A ZFC3H1 NR1D2 HAPLN1 TMTC2 MBTD1 MIR3184_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3184_5P CBX6 GRM4 SLC20A2 S100A16 UBE2O SLC6A9 SLC11A2 CSMD2 TEC CRIP3 PLEKHO1 MFSD12 DAP ARPC5 ABCC5 PAQR8 DDX54 SNX19 ATG4D WNT9B TRABD2B COPS7B CELF5 MAP1LC3A KLK4 ENC1 FAM222B NECTIN1 MKRN2 MAPKBP1 LHX6 PNKD LNPK NFIC COL1A1 AL162231.1 DNALI1 SEPTIN9 ZNF500 ERI3 CLCN4 ZNF608 ARHGEF4 RPUSD1 SAMD4B BAP1 BCORL1 PLCB1 FBXL16 TCL1B TEF NRSN2 ADAR RGMA ATP10B RNPEPL1 ASB6 SCAF1 LASP1 FRMD3 FAM172A PLA2G6 DLGAP3 GLP1R RAD9B NAV1 RNF165 DISC1 G3BP2 ELF4 OTUD5 CADM3 STK24 TSPAN11 NACC1 STK40 SOX12 SLC52A3 NAT8L OBSL1 FOXP4 SHANK1 PYGB EVC PHOSPHO1 MED28 LZTS3 ST6GALNAC6 BEND3 CALM3 DUSP8 PDAP1 SUFU DMWD ELFN2 NNAT ASB14 TMEM41A KDM5B ATXN7L3 SDR16C5 TMEM184B PACS1 HIC2 PGRMC2 ACAP3 NCS1 CLDN23 SCN4A KASH5 C1QTNF6 RIMS4 DOLPP1 ODC1 TMEM68 KCNIP3 APBB1 CPEB1 MUL1 NEXMIF ODF3L1 NFATC2 CELSR2 HDDC3 TMEM150A ADGRL1 AMBRA1 MICALL1 RFFL LRRC47 RAC2 SYP CDC42SE1 ROR2 MIR4418 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4418 AGFG1 SLC38A2 ZNF423 ATP11C RETREG1 ELOC OGG1 RHOT1 ANKRD50 ACLY NCAM1 P2RY10 ACSL6 CALD1 TENM1 WDFY1 SYNGR2 SINHCAF ELP3 PGRMC1 IGF1R ANKMY2 SLC38A9 TRAK1 PIEZO2 GTF2IRD2B KIAA0232 FAM126B NUDT7 RAP2C PIP4K2B SHROOM1 FAM168B COL6A6 ARF6 EIF4E2 BCL11A RNGTT MPC1 SHISA9 SERTAD2 AFF3 GALC C2orf73 CCNJ GPR85 GTF2IRD2 TRAPPC2 HSPA9 GID8 CAMK2D PSIP1 EPB41 RAB11A CKLF CCSER2 EIF5B BTG1 NFAT5 RAB37 SLC9A7 SLC2A10 GMFB FGF2 CSTF2 SMC2 RTKN2 POLR3F G6PC TOGARAM1 SCAMP1 SLC25A5 EPHA6 C5orf24 EIF1B GPM6A NOS1 ZHX1 OCM2 SPOPL GFOD1 MGAT4A CD200R1 CTNNB1 CAMTA1 MXRA5 TARDBP CSMD2 JARID2 ZFAND5 TNPO1 CDC14A TNFRSF19 GPALPP1 ZPLD1 ACBD3 FIGN HACD3 KHDC4 PPM1F ATXN7 KDM4A EHD4 SNX27 CELA1 G3BP2 NLGN1 SLC1A1 OCM IPO8 ANLN SLC25A38 USP15 MED13L MED28 ATAD2B TDG DCLK1 E2F7 ATP9B IQCH PICALM DENND6A INO80D CHRNE TMEM26 PAFAH2 WDR82 IP6K3 TMEM209 GATB CORO1C NHEJ1 POGLUT2 KIF5C DOCK3 NES SYNJ2BP MIR9986 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9986 FARP1 HSPA14 C8orf58 KRT78 RGS6 PRKAA2 SEC14L1 TRMT13 LIMD1 ENPP1 COL4A6 PDPR SGCG CTBP2 TMEM178B BNC2 ARRB2 DIABLO PURB TCF7L1 RAB18 LRCH2 BBX DDX19A CHIC1 DVL3 TGFBR1 KLHDC8B THRSP AGO1 NOL4L IGF1R CCND2 DPAGT1 ATG16L1 MACO1 INPP5A BRWD1 SURF4 SUCLG2 BRCC3 PRRX1 ZNF782 IARS1 PAPPA GXYLT1 LUC7L3 PIM1 MAN2A2 KCTD17 CFL2 RNF170 CSRNP3 ZNF33B YOD1 RBFOX2 NPEPL1 SCYL2 SERF2 DMD CRK MLX UBE3D TAF9B FZD3 CELF2 DDX19B YIPF1 ARHGEF10L CBX5 PPARA SPOCK3 DLGAP4 PIP4K2C PBX1 GNS FAM160B2 TP53INP1 ZNF644 CDHR1 SCN4B RGP1 MYH9 C1GALT1 SPTSSB SKIL TMEM144 SYT4 CD164 ZNF689 STARD3NL RNF126 MTOR SEC24C GPX7 FNDC3B PTP4A2 VPS9D1 KIAA0930 SLC31A2 CXCL8 MEAF6 ST7L PTPRG HAS2 CDC34 AGO4 SULF2 CUX1 MYC CCNJL FAM122A RCN2 CLDN12 ADRB1 ZNF835 CYB561D1 COL4A1 KCTD21 TMOD2 ADAMTS6 ADAMTS8 TMEM26 TENM2 TECPR2 RBMS2 PARM1 ARHGAP28 KLHL24 RAB3GAP2 MSR1 FZD4 TMPRSS11B CSNK2A2 KRT20 NOP14 MYCL SPTBN4 C6orf132 FIGN COL27A1 CLCN5 NCR3LG1 AMBRA1 ZNF714 C14orf28 PALD1 TEAD1 SART3 EXT1 KCNQ4 ZSWIM4 SEC24A ADAMTS1 IMPG2 AREL1 USP12 TRIB2 OAS2 MIR567 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR567 EDA2R OLFM3 PFDN4 CAMTA2 CADM2 TRMT13 FAM120C SLITRK4 CPSF2 TTC26 SSBP2 PTAFR PGR GPM6B FXYD3 ATG5 NCBP1 CNIH3 RHOT1 WASF1 ACLY UBE4B GATA6 SUCO ALG13 MED10 RCOR3 DNMT3A PTBP3 QRICH1 GRAMD1C ZBTB20 IGF1R MAGEA6 MTF2 PNN TRMT5 HLA-DRA KCNAB1 RIMKLB NTRK2 DPYD ABCG1 ACER3 NKAIN3 STXBP5 KCNV1 MAGEA3 SMOC2 LHFPL6 ABR BTAF1 GPALPP1 SYNE1 VPS13C SLMAP PUM1 CDK8 AMMECR1 KANSL1L UQCRC2 THAP2 C1GALT1 SKIL CEP162 OSBPL10 SLC26A7 SGMS1 LCORL ATP1B1 B3GNT2 TCEA1 ZNF25 ELL2 DENND5B MYO1D CCDC6 ME2 DIS3 DDX60 GDPD1 CALB1 MTREX RANBP17 FOXI2 ARHGEF33 CCDC170 PARVA ARID1A PSD2 WDR64 SETD9 UBR3 FAT4 ADGRL2 DCAF16 PPP4R2 GABRB2 ANKRD31 BNC2 CFAP97D1 HOXC8 CREBL2 HIVEP3 ATRN DCC FLT1 SCARA3 MIR4530 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4530 TP73 CAMK2G SMARCD2 MEF2C HDAC11 CKMT2 CBL CRNKL1 TRADD ETS1 MARCHF7 RNFT2 BTBD9 LMO3 CDH23 RSAD2 FGD5 CRISPLD1 LINC02873 CDV3 LIF TBL1XR1 DUSP16 AKTIP GGA3 ATP6V0A2 LIN9 TRIM33 SLC35D1 SCD KDSR TRMT11 CEACAM21 FGFR1 FOS ERCC4 PHF20L1 BFSP2 CD24 SUSD6 VAPB FUT3 JUNB RNF141 DACH1 ZBTB40 MYPN IGF2BP3 RFC3 MARCHF9 NKX2-1 CAMK2A PATL1 RNF169 ADRB2 CYB5B ZZZ3 CDK14 SLC23A3 PLG TUBGCP4 SLC25A22 ZFAND3 FGFR2 SEC22C ADAMTS15 FBXO11 ALKBH6 SCNN1A SEMA4F ATF6 TCTA RASA1 ADGRL2 TCTEX1D1 UBFD1 EMC10 PCNX3 DAGLA GFAP STAG2 VPS53 ADAMTS6 FGF2 PRRC2C RBP1 CARM1 PSAP SQSTM1 VGLL4 PSMD11 FOXP4 SHISA6 HPSE2 TSPYL1 DUSP22 MECP2 RIN2 PANK1 SLC1A2 ADAR IFNAR1 ATP8B2 DEFB125 B4GALT3 KCND1 LGALSL FAHD2B CAMTA1 SALL1 CH25H VASH1 TNPO1 NECTIN4 YOD1 MS4A2 PDIK1L MTPN SLC17A8 UBLCP1 ARMC5 OASL TRIB1 SH3PXD2A GPATCH2L SPOCK3 RAPH1 OSBPL3 ATG3 RTN4RL1 PTCD3 AAK1 ZBTB39 ICOS NIPSNAP1 DOCK1 HERC3 LHFPL4 UBE2Q1 B3GNT9 PPP1R1A SCARA3 HAPLN1 PURA SFMBT1 MIR4292 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4292 NBL1 CASTOR2 FAM155B MLEC PI4KB PIFO RCE1 PHF24 CPNE5 SHISAL1 UBASH3B PLEC MKRN1 NINJ1 UNC5A NFYC WDR47 LHX9 IQSEC3 TTC39C MIEF2 CLIP3 ZNF862 AP1M1 STAT2 OSBPL3 ADAR RGMA SPRY3 EPB41L4A C19orf73 C4orf19 IQCG RALGPS1 ZBTB40 TBC1D2 DDX6 FIBCD1 SH3BGRL2 HDAC7 ZNF322 MYOCD POU3F2 SH3PXD2B TACC2 P2RY2 RLF TPBGL HIP1 STXBP5 GATAD2B ZFAND3 ELFN2 CAPN15 SLIT2 CRTC1 SLC45A4 APBA1 PIK3CA RNF220 IGLON5 CDCA3 TLCD2 MGA CDC25A SLC26A9 DAGLA ZNF362 RNF19B TBC1D16 MLLT1 RHOBTB1 TBX15 XYLT1 TMEM35A DCAF7 TMEM229B MAPRE3 CMKLR1 MOSPD3 PPP3CB SAMD10 DESI1 NOS1 WAPL LMOD1 SAMD14 NCDN METTL1 SOGA1 TANC2 FBXL19 FAM234A CPLX2 VASH1 PRH2 STYK1 TMEM164 FBXO41 PTPN9 NECTIN1 CPSF7 HSPB7 TNPO1 UBE2Z GPSM1 NCAM1 LDB1 ZNF335 BCL2L2-PABPN1 ARHGAP36 KMT5C CALN1 ZBTB34 CDR2L WNT4 MLLT6 RNPEPL1 IL1RAP CARMIL3 PPM1F TSPAN18 FOSL2 MAP3K14 ZNF395 ARHGAP18 ERGIC1 CLEC14A CCDC102A CBX7 PDCD4 IRF1 WFIKKN2 C1orf167 USH2A CDC42BPG GARS1 GYPC GALNT16 ATXN7L3 MDGA1 DYRK2 BBS1 RIMS4 AAK1 GARRE1 ORAI3 ITGB1 PLK3 ST8SIA2 RNF44 PABPN1 PHF21A SPEN PDGFRB SDC3 KY TRIM10 INPP5F TMEM8B EPOP MIR337_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR337_3P TCF12 C2CD6 TSEN2 PTPRN2 SNX16 UBN1 RBM41 ITPR2 FAM104A B3GNTL1 SLITRK4 SLC4A7 CHP1 KLHL28 STAT3 SYNPR GPATCH8 C9orf152 TGFBR2 JAK2 SCOC IL13RA1 ANP32E ELMOD2 RNF222 TMEM74 CPEB3 ARID4A ERBIN ZNF615 GPATCH2L ZNF37A PELO NBN ZBTB10 GRID2 FRAT1 SORCS1 NTS CCDC88A APP PML VWA8 GOPC TYW3 NAP1L1 RIMKLB ABCD3 FAM76B TANK NTNG1 ASAP1 JAKMIP2 TTC25 SEPHS1 CA13 FSD1L CSTF1 TMEM192 BCL11A ELF1 PLXDC1 POU2F1 ATXN1 MSL1 THAP2 PPIP5K2 MAP1LC3B SRP72 USP15 EIF3J PTEN HOOK3 PIK3CB PSIP1 USP49 ZNF704 UACA NUS1 CDC14A ZNF441 SYCP2 ZBTB25 PCDH18 ZNF624 INTU FXR1 FAM199X RBM18 C2CD2 ZNF131 FRAS1 GSTCD ZNF233 KMT2A RPS6KA3 SLC44A1 TTC13 CD28 ING3 CEP41 PIK3C2B LMTK2 NAA25 DNAJC25 SERPINE1 POU4F2 RSAD1 RASSF9 ARL6IP5 RARRES1 TET2 KBTBD8 NFATC3 IARS2 ZC3H12C SENP6 LDLRAD3 C5orf22 WDR26 MIR4755_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4755_3P CHRAC1 RCHY1 TUBB NCALD MFAP5 ATP11C CWF19L1 MTSS2 DDN PFKFB3 PTAFR ARHGDIA IL17RA USP28 ADAM11 TMEM74 LZIC MYORG CSDC2 MRAS RBBP6 CRCP TOM1L2 TXNRD1 ACVRL1 NEURL1B PTK7 IQSEC3 TLCD5 GDF6 MAPK13 RALA CACNA2D4 TESK1 SCN5A DALRD3 CEP170B DHDDS ORAI2 TMEM92 EPM2AIP1 CNPY3 PCDH9 CHMP6 NIT1 MMP2 ERAL1 ZNF225 COL5A2 ADAP1 PNKD B4GALNT1 ELFN2 UNC5B PSD RXRA ATXN7L3B PLXNA1 ZNF275 GRAMD1B CYB561D1 SLC26A9 DIO3 SLC35E2B EMCN DIXDC1 GPD1 GATAD2A CLN8 KYAT3 FAM110B MTHFR TEX261 POLR1G SLC17A5 TRAF1 KLF6 GATC STK40 VHL ZNF407 TRAF6 RAB43 PHF19 SPOP LZTS1 AP3B1 EPDR1 TRIB2 RANBP10 FAM98A FOXO3 THRA TSHR NUMBL SETDB2 VASH1 RIMKLA CDH22 ARSG DAND5 PPP2R5A MZT1 MAVS C10orf99 SH3TC2 RUBCN DLEU7 NFAM1 IGDCC4 IFITM10 SAMD12 SNX27 TULP1 SLC43A2 DVL1 CBFA2T3 NCDN VPS53 MEF2A SH3PXD2A ISY1-RAB43 KSR2 POM121 SRSF4 IGSF1 ATXN7L3 SHC2 DYRK2 ARNT2 PLA2G15 JPH2 ZNF253 CSMD1 NATD1 MPRIP ANKRD52 TRIM66 CCDC113 CPNE9 SDC3 BICD2 USP34 ESYT1 GBX2 MIR593_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR593_3P PRDM16 TCF12 NTRK2 DELEC1 KCNIP1 GRIK3 ARCN1 AKIRIN1 BCL9 RRP12 MOCS1 BIN2 TRIM3 CCL28 ST6GALNAC3 CCDC152 TIMM17A NUBP1 FRS2 FUT8 HYAL1 SP1 ZNF608 FOSL1 SLFN5 BAP1 CASP7 ZFX SUCLG1 EGR3 ITIH6 STAC2 GPR89A TMEM231 SEZ6L SUSD6 TXNIP CDY1B CDY1 ZNF112 JAKMIP2 CHFR POGK IGSF3 KIAA1217 CDK16 CASK BAMBI ADCYAP1R1 BHLHE22 MCC NTM HABP2 PACS2 DTNA KLHL7 GATA5 FNDC1 KDM5C ASXL2 DLG2 GIGYF2 AL353753.1 RORC IL13 MAP3K9 KCNC4 RGS13 ZNF124 RNF8 LRP8 ZMYND19 ILDR2 SLC35D3 ERP27 SHC4 SLC38A1 IDO1 FOXC1 PSMB2 ZNF236 TMEM64 MAP3K20 SZT2 CDKN1B CYP2W1 INAFM2 ZBTB10 SHISA7 RIC1 CDKN2AIP CAMTA1 PCSK5 FOXO3 CPLX2 CNIH3 RNF170 SLC25A12 VASN SIM2 CD101 C3orf56 CALU MAN2A2 TRAF3IP2 YBX2 PREX1 GNL1 CD3G MEX3C NIF3L1 ASH1L ZNF879 GATA2 EEF2K CYP8B1 LMO4 MAP7D3 CCM2 LSM8 SNAI2 BPNT2 KIDINS220 TFCP2L1 RFT1 PLEKHS1 MAMSTR FFAR3 BMPR2 ABO RRS1 ELOF1 NHLH2 STXBP5L POMGNT1 FGF11 FABP7 RSPRY1 RBFOX2 DMRT3 DSCAML1 KIAA0232 DHRSX MIR516B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR516B_5P ATM MNT OGFOD1 VGLL2 NME6 GRIA2 COX18 KCNN3 GYS1 RIC3 FCER2 CNOT2 TMEM183A WARS1 FAM107A FSD2 MLLT11 SUN2 LHX9 SUMO2 CD1A GXYLT1 CAPZA1 GPR3 GGPS1 C1orf68 MAP7D1 GPR107 MYO1B ADD3 OLFML1 VTI1A ARHGAP5 C7orf57 CFLAR TPCN1 SUMO4 KLHL15 EGLN3 BACE2 RASSF8 KNSTRN GJB7 GGA3 FNDC5 IL17RE SUGCT SYT9 TAFA5 COPS2 HSDL2 CACNB2 TMEM240 TSPAN33 PJA2 SLIT2 RBM18 SH3BGR NFAT5 ANO3 TOX3 CHAF1B GIPC3 BGLAP SMC2 CHST11 ERCC6L2 SP7 PCDH7 NCAPG2 TLX1 CNNM3 GABRB2 CELF4 DNAJC25 CARF ARHGEF12 SHISA6 TSPAN12 ZNF548 ADGRL3 MECP2 SPINK8 NPEPPS VEGFA FOXO3 SRGAP3 DCTD LEMD2 LIN28B PARS2 DERL2 SOGA3 OTULINL CTCF C15orf32 APOLD1 TM9SF3 CDK6 MINAR1 ZFP14 TMEM183B ZNFX1 DDAH1 CFAP157 RNF122 ITGA9 HTR1B LBHD1 YY1 RAPH1 FRAS1 AAK1 CFAP44 EPC1 RNF20 UBAP2L MAGI3 KIF4A NAA25 ZBTB4 BBOX1 ASB12 CAB39 C11orf98 UPK1B ARMC9 B3GAT3 GET1-SH3BGR MIR6079 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6079 CHURC1 MAU2 PCDH11X SLC7A6OS SGK2 ZNF281 LDLRAD1 CCDC87 ITPR2 OGT CCDC96 LRRC39 RORA SMR3B HNRNPD HMGN1 EDEM3 KBTBD2 HIF3A RBFOX3 MFAP3L JADE1 ITGA2 KCNMA1 MME YWHAZ CA10 DHRS7 CAMKK2 DACT3 LSM12 MSMO1 CELF5 LENG9 ARSG SOGA3 CSNK1G3 ABR SETD7 GALR1 ADAM23 RALGAPA1 ATP6V1A GSKIP CDH6 RTN4 TET3 XXYLT1 ANKRD46 UBXN2B VDAC3 PRICKLE2 LIN9 CFL2 CANX TMEM168 CYP11B1 SCARA5 MIP PTP4A1 CDR2L EDDM3A SMCO3 AK4 RBFOX1 PRX EPB41L3 POGK LRRN1 RPP25 ZNF621 CYFIP2 OTUD4 KRTAP4-7 ACVR2A VPS13A CAPN2 DSTN TMEM39A RAB5B C11orf68 SERPINB2 ATAD2B C16orf72 MTOR MEX3B HCN3 MAP11 PIK3CB LPP MS4A1 ONECUT2 ADGB MITF TMEM41A ULK2 FREM1 STYX HRH4 ELL KCNK9 MDGA1 KDM5A SHANK2 ELAVL4 SMIM17 BPNT2 C11orf24 CCDC71L GDAP2 SEMA3C GARRE1 PTAR1 ZNF585B TIMP2 BMPR2 POLH VEPH1 MYRIP SPOCK2 ILDR2 FOXN3 CBX4 ADO MAGI3 DIAPH2 MVB12B ZCCHC2 TRMT61B CORO1C CREBRF LRRK2 EPHA6 SACM1L AKAP6 RASA2 ATXN3 GID4 PRKAA1 ASCL1 REEP3 KCND2 CDKN2AIP MBTD1 MIR34B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR34B_3P MEST SLITRK3 ZBTB44 PTPRE OSTC AGO3 PPP6R3 SNAP23 NEPRO MIA2 ABI2 DCUN1D4 GPATCH8 GCNT1 RPE SERPINF2 TENT4B BROX RPRD1A MCM9 ZNF367 CPEB3 ESPL1 ZNF84 MRPL19 SETD3 ZNF268 TENM1 ITM2B MRAS CAB39L CD302 MTF2 DHX15 TNPO1 PGRMC1 TM9SF3 GBP4 NCAPG2 CAPZA1 LRRC31 KIF2A LIN54 WBP2NL SLC9A6 LY75-CD302 DTNA FURIN CTAGE1 INSIG1 TMOD1 GUCY1A2 TRAF3 ZNF449 BRINP2 PCDH17 ATP8A2 CELF2 TLNRD1 CAMK4 MBD5 TAF5 HHEX NUP50 ZNF879 NCKAP1 ZNF71 MAP2 F2RL2 CASK STX3 PSME4 MYSM1 NCOA4 G2E3 FDX1 ZFP82 RTKN2 YWHAG SLC39A9 NAF1 TIA1 BTBD7 HSF5 YY1 PDGFA NPTN TCTEX1D1 L3HYPDH FNDC3A TBRG1 UBE2N TTC9 YTHDC2 FAM102B PRKAR2B CLINT1 PIGN PDK1 NUP42 GABRB2 MARCHF4 AKTIP CCK SF3B1 GPR137C CLOCK BNIP3L RCN2 RYBP MYCT1 MIR760 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR760 ARNTL DLG3 STEAP3 RAB27A ANKRD11 CDK20 AKAP12 TNIP1 PRKG2 LSM12 RAB43 TNS1 PLIN1 AP4E1 VPS45 PCBP3 WDR20 SHCBP1 C6orf89 PSMF1 AFAP1L2 HM13 ADAM12 MYO5A WDR93 PIP4K2B C4orf19 MYO5C SYT2 SRRM1 DGKG RCBTB1 STARD3 TOMM40L PUM1 KCNJ5 SOAT1 GMEB2 TSPAN11 CYB5B PDE8A SDC2 SLCO3A1 DLGAP1 POT1 ATAD1 FGF1 LPP ASXL1 PNKD IKZF4 CLBA1 HMGCR LIFR ITPR1 ADCY1 SHMT2 ATXN7 EPB41L3 SCYL1 SAP30L MCL1 DIXDC1 CPT1A POTEG CLCN5 GIT1 EPHB2 OPRL1 FOXC1 GDI2 ZHX3 SPTBN4 LRRC59 WDR37 HOXA2 SEL1L NCL NXPE4 SLC9A8 M1AP GTF2I SCN8A ARC DERL2 EPB41 ARHGAP26 BCL2L2 E2F4 CDK6 AKAP3 MOBP STARD7 HIPK4 YIPF6 MTUS1 PHTF2 ZSWIM6 CLASP1 CAB39L CYP2C18 H2BC21 GOLGA7 HIBADH MED13L CMPK2 MIER2 ISY1-RAB43 SEC24C CCDC6 IQSEC1 ITPKC NECAP1 SLC31A1 RPGR FAM72B TRIM66 SYS1 H2AC8 MAGED1 ACTR1B HTT KCNA6 ASB7 ATRN POTEH FOXA1 HMGA2 TAS1R3 MIR3976 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3976 IFT22 HDAC9 TGM2 CAP1 C1RL ADCY5 CELF4 PRKACB TMLHE MTMR4 ZNF571 GUCY1A1 EFNA3 SRSF10 FAM76A HIF3A KLHL8 P2RY14 SCML1 CCSER2 BTNL3 KRT38 RNASE4 MOB1B LAMP2 GPR34 FBXL3 PSMA5 CYP7A1 RNPEP GAD1 PCNA STX16 NRXN1 NOC3L FAM13C FSTL1 TET3 SMC4 MAP3K2 DCT EXOSC3 FYB1 SNRNP40 BCL7A CSRNP2 SCN2A IRAK1BP1 SPAG9 HEPN1 NIPA1 KRT76 SEMA3F MPV17L2 TMEM196 RAB39B IL20RA CCDC126 MEX3C AHCTF1 TMTC3 PHLDB2 GJB2 PLPP6 SATB2 MAGI2 LRCH4 ARMC2 SUCNR1 PCLO TADA1 PPARGC1A ITGBL1 TTC22 SFRP4 CRPPA PTPN21 WDR12 MPP5 PRR14 NALCN ZNF641 GPC6 ATL2 PJA2 PPP3R1 THAP6 PIK3IP1 PIWIL1 THSD7A DPPA4 KIAA1210 GPC4 ISCA1 ATXN1L IFIT2 HYKK SFXN2 ZDHHC8 SESTD1 AAK1 LYSMD2 UGT2A3 ANO1 TRIM66 MMRN1 SLC6A1 NOVA1 DTD2 DTL MMUT NUDT11 XCL1 SP4 CNTN3 ABCA9 RBM44 XKR6 TAS2R13 TMEFF2 MIR181A_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR181A_2_3P SOX6 RNF32 MMD CAMTA1 ARNTL2 FCHO2 OSTC WIPI2 OGFOD1 C17orf75 GNG4 MAPK8 SLC9A5 EXOSC1 SLC11A2 DGKG NIPBL SALL1 PRDM6 GRIA1 BASP1 HTR2C ARID4A NETO2 LY75 FLI1 ZBTB20 IGF1R SORBS1 METTL8 PIK3C2A MZT1 LAMTOR3 TBC1D12 PTGES2 DISC1 NRP1 ATXN2 ANTXR2 PLAC8L1 GPM6B CNOT6 NAP1L1 TTC7B ZFX STEAP2 PDE4DIP CUL4B PGAM1 PPP1R10 STING1 C11orf58 EEF1A1 KLHL15 ILF3 KATNAL1 HEG1 C2orf69 NPR3 TBC1D5 RRAGD RNF135 UBLCP1 DAZL BLOC1S5 ZPBP GARS1 COL25A1 ANXA6 TFAP2D FAM227B C4orf36 SCLY CRK KDM7A GPATCH2L QSOX2 PPP3R1 FBXO48 DAZ3 NAMPT WDR38 CEBPZ DAZ1 FAM122A DAZ4 CCNC NRAS KPNA6 DAZ2 MBNL1 ALG14 MANBA CBR4 RNF121 ADIPOR2 KRAS ZBTB41 PHIP PPP4R2 SEL1L KLHL3 PLLP ARID2 ACVR2B PCNX1 ZNF827 BDP1 RAB9B ZNF695 SLX4IP PELI2 SULF1 STXBP1 SYT1 MIR6132 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6132 CAMK2G PHF19 ADAM11 MBD3 PCYT2 JDP2 ESRRA LSM12 ARHGEF9 RIC3 SYK PEX16 CASP10 ADAMTS10 CAVIN1 UBE2H EFNB1 ATG9A NR6A1 LHPP CAPNS1 TGIF2 CARMIL1 DOCK9 C6orf89 STOML1 ATP6V0A1 BTN2A1 CANX ADGRE2 LARGE1 CACNB3 NUDT5 EMILIN3 CALML5 NFIX SFTPB FAM122C KIF21B CAMKV RC3H1 BAHD1 LAMTOR3 PUM1 SSH3 MYOCD PRRT2 SH3PXD2B PLCXD3 ADCYAP1R1 JADE2 RIMS3 UBA7 SNPH RUFY1 DUSP26 FGF1 CNNM4 ZNF704 PAQR4 CDC42 ACAP3 SLC2A13 PIPOX RAB23 PTAR1 MAFG RLN3 EIF2AK1 FOXN4 UBE2V1 LRP3 N4BP3 ERCC6L ZDHHC22 RASGEF1A VPS39 STAG1 XPO7 SOGA1 NPLOC4 MLXIP RORA KRTAP10-7 SALL1 MAPK1 ATP5F1D TNPO1 RAB1B PLAG1 TPRA1 MVB12A RNF216 SRP68 ZCCHC24 TTYH2 TMEM25 CEMIP NFAM1 SHC3 RAPGEFL1 RING1 VANGL2 IQSEC2 MSL1 LDLRAP1 MTCP1 CNTNAP2 TTYH3 FEM1C KSR2 STEAP3 PLEKHH3 E2F7 PLXNA2 RAB4B MPZ HRH3 MEF2D GRM7 CGREF1 ARNT2 AMZ1 TRMT61A BTN2A2 MGAT5 TSPAN7 ZKSCAN2 MARCHF3 NUFIP2 ZMAT3 TEX19 MIR593_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR593_5P NCDN CAMTA1 RNF152 UBTD2 MBNL3 ST6GALNAC4 MMD2 NDST1 OVOL2 DZIP1 ANKRD44 SEC24D PLEKHF2 SRSF10 SPSB1 ROBO2 LRCH2 DOP1A OGFOD2 B3GALT1 DPP8 HEATR1 XIAP DCUN1D2 RUFY2 ANKRD40 CMTM4 CCND2 CYGB PIK3C2A INPP5A MYO1B PAM FBXO41 SLC12A9 STK26 IL17RD KRT74 DLX5 GNAI3 CCDC190 SNX1 HDAC7 GALNT13 ZNF496 FMC1-LUC7L2 HCN1 TET3 SP1 TMEM214 OVOL1 TRPM3 C12orf60 RPP14 PSD3 STX17 CHIC2 OSBPL11 PTPDC1 FRMD5 KIAA1143 CEP43 CEP170B DUSP18 ZFPM2 TLCD3A OTUD7A JPT2 RNF19A FOXK2 FAF2 FBXL5 COL11A1 MTSS1 RPS6KA6 MAP4K5 ZDHHC17 OGT RNF165 OTUD4 LDLRAP1 ELMO2 GRM1 CDCA7L CTDSP1 STK36 ARHGEF12 TOR3A FGF9 IKZF2 SIRPA PDE3A SRGAP3 TTYH3 IDH2 JHY CCND1 EIF4EBP2 COMMD7 USP49 SOCS7 HP1BP3 SPOCK3 PDE6C UGT8 RHOG TMEM117 HADH SLC7A8 HS3ST5 GLRX3 FLOT2 ARFGAP2 CELSR3 MYO18A KIF13A AMMECR1L FOXO1 NEUROD4 WIPF1 RIMS4 CAV1 PAFAH1B1 MSN AZIN1 CSMD1 DAZAP2 ATF7IP TWSG1 RPP30 NRG2 GRIK4 NEMP1 EGR1 PLK3 FZD5 LNX2 KLHL24 PCDH15 NFYB NXN EPB41L4B LUC7L2 SERF2 KLF6 ARMC7 RGPD2 FKBP9 MAP3K20 RALB SLC26A7 CARHSP1 SERTAD4 FUT8 PSEN2 ADSS2 DNAJC3 MYO5B VKORC1L1 ZNF695 SLC25A44 ARHGAP21 TET1 L3MBTL3 MIR1825 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1825 PWWP3B SOX6 PRDM16 SLC38A2 MACIR CPZ TMEM217 CRIM1 ZNF544 RPS6KB1 ARL4A CREB3L2 TLCD5 RPS6KA5 COL5A3 VPS13A FAM189B RCC2 HHIP STRADB SLC35F1 UBE2L6 TGFBR1 PKD2L2 ATG4D AGO1 MRPS11 JPH3 ZBTB20 SLC25A23 IPO7 ZNF488 HSPA12A ARHGAP12 CEP63 GCNT2 RAB7A CCDC88C RAD23B TBL1XR1 NRP1 FUT9 FAM20A ACACA PDE7A CNOT6 ERLIN1 ABCA1 VPS26A BCL7A TSPAN6 TRDN ACTG1 WASHC2A GPRC5A NAA40 CHRFAM7A MYRF PI4KA PHACTR2 POGK UBALD2 TIAM1 SNAPIN TSPOAP1 PKN2 ZNF763 C5orf24 NBL1 OSR1 USP38 GCFC2 SS18 IPO8 BBOF1 TIGD5 ATP1A2 MYOZ3 SLC24A3 SNN ATP2B4 ZNF740 BEND6 ITGA3 WASHC2C ZNF551 CLCN3 SLC2A12 ATG14 MDGA2 REL NAA15 ITCH ROCK1 ZFP82 LRAT DHX58 SMIM3 ULK3 RUNX2 MITF NFIL3 KMT2E CHD7 DPPA4 SHOC2 AGO4 AGAP1 RASSF2 UHMK1 TGFBRAP1 LDOC1 ADGRA2 CELSR1 ARHGEF5 NSG1 RBM24 TAF5L REEP2 NCSTN ZNF773 RC3H1 ARMT1 TRIM2 RAB40C NLK ARPP19 GPATCH8 NPTX2 MED12 AQP11 INO80D DDR1 PHF20 SLC45A3 ZNF584 FZD4 PHIP KIT TUBG1 NPAS2 PPAN-P2RY11 SERPINE1 MBNL3 CEP350 PTPMT1 GPCPD1 NOTUM ETS1 EPS15 SCAF11 CACNB2 FLRT3 LIN7C SPIN1 DYNLL2 RTN4 PIGZ ZNF462 ARHGAP21 LSM14A SULF1 MIR450A_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR450A_2_3P SLC4A10 CBX6 YY1AP1 IL6ST ZNF32 TRAM1 CFLAR ATP6V1G2 PI4KB CNIH3 TBR1 SH3BP4 HECTD3 RSAD2 SLC25A23 GRIK1 BRAF TRPC5OS CLIP3 LUC7L3 CSNK1A1 MTF2 PRLR ANKRD26 FGFR1 ACSL1 ELAVL3 GPR135 INKA2 CD69 DCTN4 G3BP2 IGF2 ORAI2 GDF11 NECTIN2 CYYR1 GOLT1A WFDC12 PCSK2 PATL1 SUCNR1 PLCH1 TAF1 LMO7 AFF3 SUSD2 NLN CEP135 NPFFR2 PSTPIP2 PYGB NUDCD1 ZNF629 RXRG ELOVL4 PSKH1 RICTOR LOXHD1 PIK3CA NAALADL2 SCNN1A ZFHX4 CCDC97 PURG S1PR3 PLEKHS1 TLN1 OSBPL6 RHOC PIK3R3 ABCB7 USP14 TMX4 PKNOX2 MMACHC C1QTNF3 GBP3 PDE8B SLC38A1 PPP1R9B MCTS1 MBD2 C3orf36 AMIGO1 ELK1 BCAM NOS1 ERFE YY2 SSX2IP PKP2 MAP1A RAB11FIP2 TBC1D8B PRH2 ST8SIA1 G3BP1 DIRAS2 TPP1 ZNF470 ARGFX PLAA SERAC1 TMTC3 CXCL11 NME8 MARCKSL1 ZDHHC8 OPN5 TMEM144 MED12L ATP2B4 MED9 CCDC82 PRKCB TAB3 PRICKLE4 ANXA1 ZBTB39 APOL4 YES1 PDE12 KAZALD1 CYBB BNC2 ADGRA3 CLCF1 ASXL3 ZNF750 MIR1321 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1321 ESRRG CBX6 IL2RB C20orf96 FAM155B PIANP SEC31A MEIS3 CDC42EP4 AURKA ARHGEF9 SAMD4A ACKR2 TET3 TBC1D24 FGF23 AR PSD3 HNRNPA2B1 ITGA8 HNF4A KLK4 FZD1 KLHL13 EYA3 CREB3L2 NFIX NAV2 CDHR1 LASP1 IMPDH1 ATP6V0D1 BACE2 ABL2 ADGRE5 SLC1A3 CS LRRTM1 AHCY PRRT2 AIF1L WDTC1 SH3PXD2B SOX12 PAX1 SRP54 CERS2 LSAMP SOHLH2 C17orf77 ZFHX3 GATAD2B ABCG4 ELFN2 KDM5C GABBR2 NOVA2 CD44 KLHL9 NCOR2 PLXNA1 PTK2 NFAT5 ULK1 CASC3 HERC3 WNT1 SKI MAP3K9 ZMYM3 UBE2W DTX1 MYOM1 NSG2 PCYT1A DLK1 TRIM3 PHF8 CETP LRP2BP METTL21A HPCA SNU13 NISCH SLC2A3 ADD2 SHISA7 RND1 UBE2D3 KCTD13 CCDC169-SOHLH2 C12orf66 NDUFA10 PLAGL2 UBE2O IGFBP4 HSD17B13 ADAMTS4 HOXC10 NECTIN1 ISLR CRTC2 RNF103 IL2RG OXCT2 POU2AF1 OPA3 RBM43 NFAM1 DMBX1 NDUFA4L2 UHRF1BP1 WNT9B ANO6 TP53INP1 SGMS1 KSR2 PDLIM5 NEMP2 LSM8 JCAD MEF2D BAK1 YTHDC2 ZNF444 REG1B NGF SEMA4G HECTD4 ADO SOX13 LENG8 KLHDC10 RAB3IL1 DLX3 HTT SDK1 ARL6IP5 STK16 SSH1 DNA2 RASSF3 MIR6738_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6738_3P SYNPO2 FLRT1 DIXDC1 MOCS2 ANKRD42 FLNB SLC30A7 MAPK8 TMEM178B CFLAR PALLD KDM3A YWHAZ TGFBR1 MYH14 DSC3 APPBP2 PROM2 FUT9 ATP11A CIPC FAM71D EXOSC3 GXYLT1 AR PLB1 NIPA2 TMEM158 GNAL GPR107 FAM126B IGF2BP1 VSTM4 OSBPL2 LMBR1 PAK5 CBFB GRID2 FRMD7 TENM1 CCDC126 NFIB ATP2A2 TMEM232 CDY1B CDY1 SHLD1 CTDP1 FMN1 MAGEA10-MAGEA5 CHSY1 SLC6A4 ATP23 ZFHX3 TRAM2 HELZ TRPV3 TXLNB RPRD1B NAA15 TM9SF2 AMER2 PGD GNAS VPS35L BOD1L1 STRAP EML4 RAB37 CA12 YAP1 RAB23 SLC5A3 ODC1 WDFY3 PIBF1 DENND1B UFL1 BPTF NCOR2 WDR48 ZFP91 PSAP ARL13A COL14A1 ZCCHC2 USP9X ADAMTS5 NRG4 KIAA1549L YTHDF1 ADGRL3 TEAD1 FUT4 DUSP2 DENND11 YME1L1 KBTBD4 FAM78A C1orf56 ASB5 BRD8 CAPS2 OXNAD1 SCN8A GATA3 PSMC2 HMG20A NIPBL CHGB PRMT2 SIRT5 RYK KIAA0513 LRRC2 ZBTB34 NOTCH1 PRDM2 PYGO2 PPARA TNFAIP8L3 GSPT1 TUT4 TCAF2 NAPB SPTY2D1 ESR2 UBE2L3 DNAJC1 DPPA4 THSD7B YY1 RAPH1 LRRC28 MAGEA5 USP48 SRPRB AAK1 SYCE2 HTR1A PPM1K CRHBP POLH ATRX ZNF215 ZNF439 PHIP NUFIP2 PRR4 RNF212B CSTF3 NR4A3 SCAI TMEM167A CCNG2 ANO8 MIR223_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR223_3P ACSL3 KPNA1 PAX6 HLF FKBP5 FOXO3 RRAS2 INPP5B STAM CRIM1 TMEM178B KPNA3 GALNT18 SOD2 LMO2 F3 FBXW7 ELK4 SLC29A1 HMGCS1 PTBP2 CSNK1A1L SLC7A8 MYBL1 SP3 ANKRD40 GTPBP8 IGF1R SORBS1 NUP210 RUBCNL MPZ ATP7A G3BP1 TBC1D12 RHOB UBR5 ANKS1B SEPTIN6 HARBI1 FAM13C SPTLC2 INPP4A PRDM1 RIBC1 SLC4A4 ZKSCAN5 LELP1 RERG ACTA1 ZNF772 NFIA TMEM143 C18orf54 DBT SREK1 WBP1L NDNF NFIB CBX5 FEZ2 RBSN ARHGEF38 SACS ZBTB42 ANAPC10 CDH12 USP40 PRKCE SDC2 SLC35G2 OLFM1 FBXO8 CYTIP NOTCH2 UBE2A DENND5B WDR43 TWF1 SLC8A1 LSM8 SH2B3 BRMS1L CDK17 RASA1 RAB8B HDAC4 PDS5A TBC1D17 ADGRB3 RCN2 PARP1 SIAH1 FOXO1 RBPJ ADCY7 GMFB SMAD1 HOOK1 SNX6 ATG7 USP42 TSPAN7 MAEL SLC37A3 LACC1 LAMB1 CALML4 GRIK1 PDS5B TENT5A HSP90B1 SMIM15 KAT6A KIAA1841 INHBB ASXL3 ARMCX1 MYO5B DDIT4 FOXP1 MIR4316 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4316 MMD EBF4 PLS1 ENPP1 B3GNTL1 SLC37A2 ADAM19 DERL3 CACNA1C ENTPD7 CMTM3 LARP1B SYNJ2BP-COX16 GPN1 GSTK1 PSMD11 DYRK1A HIF3A LRRC6 DLK2 ZNF565 LRCH2 ZSWIM5 RAB10 SNX3 MORN4 USP22 HEATR1 ATP1B2 CD209 TUBB4A HM13 GFOD2 TRABD2B CCND2 ARHGAP29 TM9SF4 MXD3 GOLM1 RAB14 SPINK7 MAPKBP1 SUCLG2 EBF1 ZDHHC2 RPTOR FMNL3 FAM86C1P IL17RE ZNF862 CYP4V2 NTRK3 DHX34 SMARCD1 GTF2IRD2B KRT81 IGF2BP1 MSI2 FIGN UTP14C SLC25A46 WNT5B WNT4 AHR PCARE TMEM196 HNF4A PTPN2 LRRC8B NFIC SLC16A6 ARHGAP19 SNCAIP WIPF3 ZNF763 POGLUT1 EIF2AK2 MTMR1 COL4A6 FA2H SPTLC3 CD164 GTF2IRD2 EPHB2 DENND2C CLDN12 PACS2 TAT CAND2 RAB28 VSX2 CCDC82 CCDC157 SLU7 LMBR1L HLCS ZNF592 OR9Q1 ARL8B ZHX2 PIPOX PAFAH1B1 HOXD1 SBF2 FAM161B SEC24C PLK3 MUL1 RBMS2 TPP2 FCHO2 PRIMA1 EHHADH COX16 TMEM120B KLF7 C8orf58 TNFAIP8L3 ADRA2A SH3GL1 HGH1 NDUFS2 NCR3LG1 ERAP1 YOD1 MTCL1 CPNE9 LRP2BP KLF9 INPP5A SSTR2 SEC24A TLN2 DCSTAMP RTL5 SSH1 GFAP REEP3 CCDC177 SH2D3A C5orf22 MIR6845_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6845_3P CHCHD3 HLF VOPP1 TPM4 KDM2B ZNF117 ANK1 ADORA1 TBC1D1 ZNF808 ZNF761 LRRC15 AP4E1 CPEB2 CCT6A ZNF426 TASOR SP1 ZNF611 CNKSR2 ZNF765 PRDM4 KLHL8 ZNF559-ZNF177 IGF2BP1 C11orf68 CCP110 ZNF559 ZNF440 ZNF135 KIAA1522 MXI1 C1orf21 SLC6A17 ZNF594 MRTO4 RC3H1 ETV3 ZNF302 SKP2 PPARGC1B ZNF493 ZNF268 KCNB1 NDRG3 TVP23C LSAMP AGAP3 LPP PLS3 ZSWIM9 PLEKHM3 TNNI3K PLD5 PCDH18 CLCN3 ENSA PLXNA1 GATM AMMECR1L GOLGA7 PIGA CPEB4 MAPK14 USP37 DTNA C22orf46 SNRK IL1RAP FRMPD4 KPNA6 ZNF124 TREML2 ING5 ARMC10 CCDC57 BRD2 EVC TNFSF11 HNF4G ZNF677 EIF3L ZNF468 PLP1 SH2D1B PANK3 SLC12A5 RIN2 DES FRMD5 SPOPL ZFP90 TNFRSF13B TRIB2 CLOCK KCND1 CHD7 LRRTM4 CYB561D2 SLC24A2 PLXNA4 ZNF781 PAPPA2 ZNF181 ZNF701 DEGS1 GTF2F2 NFAM1 ZNF676 MEX3A LHFPL6 ZNF589 TRUB1 ZNF763 ZNF395 SLC9A9 TMPRSS11D ATP2B4 LAMC1 CNTNAP2 MOSMO GLUL ZNF138 AGAP1 P2RY13 GBX2 ZNF28 TNRC6B ZNF813 CDX2 PIK3C2B ZNF439 ZFP1 PABPN1 AUTS2 FPGT-TNNI3K ZNF195 MIR4660 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4660 EGR2 SLC39A1 EGLN2 PHTF2 SCN4B BIRC5 NCALD PALM2AKAP2 PSMA8 DPP10 CHDH KPNA3 BCL9 PURB GRIN2A ACIN1 MLIP BACH2 SLC25A12 FAM189B PHF24 HIGD1A CNTNAP4 LIN28B TUBB4A TIFAB PLPPR1 PDPK1 ADGRG1 TCP11X2 LIN7A PPARGC1B SH3BP5 SLC39A11 EYA3 AMOT TNPO1 CBR1 TIMP3 TAX1BP1 MAP4K4 NPTXR GXYLT1 METTL14 MAP3K13 SLC35D1 BPIFB2 LRRC49 SCAMP2 ZNF22-AS1 AGAP2 ATP1B4 NXPH1 NSUN2 PSMF1 TMOD1 SYT14 GOLGA8H LUZP1 YAF2 CA8 IGDCC4 CCL13 KLHL15 VAPB BACH1 CENPI KIF21B ZNF48 DGKG ANO6 SNX27 WAC SLC26A1 LRRN1 ZMYND11 FBLN1 DVL1 ASCL2 CFLAR ARMC2 ACVR2A CCDC103 SKIL VGLL3 IKZF2 MYO18A GOLGA8J ARL5A RBM15 CRELD2 LDHA TSPAN5 HRAS ARL17A AGXT RAD9A SLC26A4 ATXN1L CHST3 MAP3K4 RIC8B NACC2 SIRT3 KIF16B TNRC6B TKFC HERPUD2 FAM102B DNAH5 KMT2A PLA2G15 PSMB5 GOLGA8M CACYBP TRIO CLASP2 FCHSD2 FAM171A1 PDE4D GPR45 JPH1 HS3ST4 MSI2 GPATCH2L ACTR1B CACNA2D2 CLUH HOXC8 CSPG4 MECP2 CCL18 KCNA6 PIK3R1 PPP3CA FDX2 UBE2V2 PTGFRN MIR219A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR219A_5P SOX6 PRDM16 PARD3 FAM160A2 LGALSL SLC12A8 PRKAA2 ELOVL7 FBXO3 PRG4 RECK SSBP2 CERT1 MIER3 CAPS ANKRD44 THRB CCNA2 ABRAXAS1 MECOM MEF2D SLC41A1 TGFBR2 RIMS1 ELMOD2 DNAL1 SLC39A10 DNAJC6 SH3D19 UBASH3B UBR1 EYA1 COL9A1 RAB17 CC2D1A NR2C2 SLC16A7 LEF1 UBE2Z PIGG SLK GREB1 GXYLT1 EYA2 IL5RA ISL1 DAZAP1 ADGRE2 CRLF3 CGNL1 INPP5J ROR1 PPDPFL FAM210B LAPTM4A CXXC4 TTC30A TNRC18 AKAP13 PCDH17 TPCN1 CNRIP1 CDYL2 ARMC8 RBMS3 SEMA4G BICRAL DOK6 FURIN CDH1 DDAH1 ASH1L STRBP ZBTB18 CLASP1 TSC22D2 CHRNA3 ZEB2 ANAPC10 ABHD13 PPARGC1A IL12B TMEM98 CD164 DIAPH3 SYT5 SNRK LSAMP OCRL SORCS1 SKIDA1 ATG14 ADCYAP1 LPP MMS19 WEE1 TBXT SOX14 ZNF704 SLC35E1 MRTFA FBXO30 RAB35 ZNF561 CHD7 S100PBP BTBD7 THSD7B SLC46A3 UBE3A FAM199X KIAA1549 RBM24 KCNA4 GRAMD1B SLC31A1 MFNG CXXC5 ABCB10 FOXJ3 LURAP1L STK38L HAS3 ZNF697 TMX4 EFNB2 MBNL1 TENM2 ANKRD52 PIGR CCDC28A ERG TRHDE ETV5 PDE4D ZC3H6 PDGFRA RPRD2 DCAF10 SDK1 AKAP6 KCNH8 CAMK1D SCAI CLOCK KBTBD8 ARHGAP26 FBXO42 DCBLD2 TSPAN2 RASSF3 MIR6766_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6766_3P SOX6 PRDM16 PARD3 FAM160A2 LGALSL SLC12A8 PRKAA2 ELOVL7 FBXO3 PRG4 RECK SSBP2 CERT1 MIER3 CAPS ANKRD44 THRB CCNA2 ABRAXAS1 MECOM MEF2D SLC41A1 TGFBR2 RIMS1 ELMOD2 DNAL1 SLC39A10 DNAJC6 SH3D19 UBASH3B UBR1 EYA1 COL9A1 CC2D1A NR2C2 SLC16A7 LEF1 UBE2Z PIGG SLK GREB1 GXYLT1 EYA2 IL5RA ISL1 DAZAP1 ADGRE2 CRLF3 CGNL1 INPP5J ROR1 PPDPFL FAM210B LAPTM4A CXXC4 TTC30A TNRC18 AKAP13 PCDH17 TPCN1 CNRIP1 CDYL2 ARMC8 RBMS3 SEMA4G BICRAL DOK6 FURIN CDH1 DDAH1 ASH1L STRBP ZBTB18 CLASP1 TSC22D2 CHRNA3 ZEB2 ANAPC10 ABHD13 PPARGC1A IL12B TMEM98 CD164 DIAPH3 SYT5 SNRK LSAMP OCRL SKIDA1 ATG14 ADCYAP1 LPP MMS19 WEE1 TBXT SOX14 ZNF704 SLC35E1 MRTFA FBXO30 RAB35 ZNF561 CHD7 S100PBP BTBD7 THSD7B SLC46A3 UBE3A FAM199X KIAA1549 RBM24 KCNA4 GRAMD1B SLC31A1 MFNG CXXC5 ABCB10 FOXJ3 LURAP1L STK38L HAS3 ZNF697 TMX4 EFNB2 MBNL1 TENM2 ANKRD52 PIGR CCDC28A ERG TRHDE ETV5 PDE4D ZC3H6 PDGFRA RPRD2 DCAF10 SDK1 AKAP6 KCNH8 CAMK1D SCAI CLOCK KBTBD8 ARHGAP26 FBXO42 DCBLD2 TSPAN2 RASSF3 MIR888_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR888_3P RBM12B MAT1A NUDT4 TBC1D25 BTBD3 MMD PPEF1 ADGRG6 RELA PLAGL1 HMGCLL1 UQCR10 TTF1 EXOG PKIB DGKH HMG20A CNTN4 AP1S2 TBC1D22B REV1 JAK2 C7 TRA2A MAPK1IP1L TGFBR1 TRIM24 P2RY8 PLPP3 LINC02873 CTCF ECT2 HORMAD2 ELMOD1 ZFP36L1 SALL3 MICU2 F2RL1 UBE2E3 ZDHHC2 TAF4 TP53INP2 ANKRD17 IGF2R EBF2 SULT4A1 OSBPL11 EML1 PI4KB MTUS1 SMARCAD1 SNTB1 PLCL1 IL24 WASHC4 WBP1L COG5 SDC4 UHRF1BP1 NETO1 RNF144A C2orf69 AK6 ULBP2 PSAT1 VPS13C TUT4 ZNF226 ZEB2 ADH5 RBM15B ABHD13 LNX1 VWA2 DENND5A PI15 HNRNPU CD58 LAPTM5 RCOR3 FEM1C GPR82 RAP2A NFKBIZ KMT2E FAM120B MED13 S100PBP PARD6B FAM199X TUBGCP5 CAMK2N1 FOXJ3 STAG2 AKIRIN2 KLF3 TMX4 ITGB1 MPRIP CCAR1 DENND1B CBX1 ADNP2 CMTM6 NSG2 LOX PPP4R2 VGLL4 DENND1A PRKG1 NUFIP2 ADAM10 SHISA6 BRWD1 WDR26 TAOK1 TBC1D8B SEC24A PLXNC1 NUP93 MIR4782_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4782_3P SOX6 PRDM16 PARD3 FAM160A2 LGALSL SLC12A8 PRKAA2 ELOVL7 FBXO3 PRG4 RECK SSBP2 CERT1 MIER3 CAPS ANKRD44 THRB CCNA2 ABRAXAS1 MECOM MEF2D SLC41A1 TGFBR2 RIMS1 ELMOD2 DNAL1 SLC39A10 DNAJC6 SH3D19 UBASH3B UBR1 EYA1 COL9A1 CC2D1A ZNF398 NR2C2 SLC16A7 LEF1 UBE2Z PIGG SLK GREB1 GXYLT1 EYA2 IL5RA ISL1 DAZAP1 ADGRE2 CRLF3 CGNL1 INPP5J ROR1 PPDPFL FAM210B LAPTM4A CXXC4 TTC30A TNRC18 AKAP13 PCDH17 TPCN1 CNRIP1 CDYL2 ARMC8 RBMS3 SEMA4G BICRAL DOK6 FURIN CDH1 DDAH1 ASH1L STRBP ZBTB18 CLASP1 TSC22D2 CHRNA3 ZEB2 ANAPC10 ABHD13 PPARGC1A IL12B TMEM98 CD164 DIAPH3 SYT5 SNRK LSAMP OCRL SKIDA1 ATG14 ADCYAP1 LPP MMS19 WEE1 TBXT SOX14 ZNF704 SLC35E1 MRTFA FBXO30 RAB35 ZNF561 CHD7 S100PBP BTBD7 THSD7B SLC46A3 UBE3A FAM199X KIAA1549 RBM24 KCNA4 GRAMD1B SLC31A1 MFNG CXXC5 ABCB10 FOXJ3 LURAP1L STK38L HAS3 ZNF697 TMX4 EFNB2 MBNL1 TENM2 ANKRD52 PIGR CCDC28A ERG TRHDE ETV5 PDE4D ZC3H6 PDGFRA RPRD2 DCAF10 SDK1 AKAP6 KCNH8 CAMK1D SCAI CLOCK KBTBD8 ARHGAP26 FBXO42 DCBLD2 TSPAN2 RASSF3 MIR4691_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4691_3P PPP1R1B MTURN MNT ENTPD6 ARAP2 TRIT1 EIF4G1 UBE2E2 CACNG6 NUDT10 TCF4 CTNND1 PTBP2 SFMBT2 DNER DIO2 FCER2 NF2 FOXG1 PARN ERMN PRICKLE2 TVP23A MBD1 HNRNPK PHF20L1 MYOF SUSD6 ISOC2 PTH2R ZFAND6 FAM53B CAMK2A HTR1F MED27 BCAT1 ARHGAP24 BHLHE22 PYGB ZMYND11 KIF21A CDH20 ABHD16A HSD3B2 JRK RUNX2 SLC45A4 PDIK1L DCLK1 CACNA1B MAFG TBC1D4 BCL9L PSMB5 MCMDC2 HS3ST4 FAM53C KLF1 RAB1A KPNA1 MMP11 MYO1E HIPK1 ALKBH1 DYRK1A GATA6 LMX1A MARCHF5 APC GRIK2 PLEKHG4B ZNF711 JAG2 ZBTB34 DLGAP3 GLG1 EXTL3 SS18 F2RL2 SPRY1 SEC24C DHODH GARS1 GOSR2 ACO2 DLX1 RBPJ SREK1 AZI2 MED21 CYRIA DUXA PDS5B KY NKIRAS1 DGAT2L6 MIR4739 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4739 ESRRG CBX6 IL2RB WASF2 C20orf96 FAM155B PIANP SEC31A MEIS3 AURKA ARHGEF9 SAMD4A ACKR2 TET3 TBC1D24 FGF23 AR PSD3 HNRNPA2B1 ITGA8 HNF4A KLK4 FZD1 KLHL13 HOXB9 EYA3 CREB3L2 NFIX NAV2 CDHR1 LASP1 IMPDH1 ATP6V0D1 BACE2 ADGRE5 SLC1A3 CS LRRTM1 AHCY PRRT2 AIF1L WDTC1 SH3PXD2B SOX12 PAX1 SRP54 CERS2 LSAMP SOHLH2 C17orf77 ZFHX3 GATAD2B ABCG4 ELFN2 KDM5C GABBR2 NOVA2 CD44 KLHL9 NCOR2 PLXNA1 PTK2 NFAT5 ULK1 CASC3 HERC3 WNT1 SKI MAP3K9 ZMYM3 UBE2W DTX1 MYOM1 NSG2 PCYT1A DLK1 TRIM3 PHF8 CETP LRP2BP METTL21A HPCA SNU13 NISCH SLC2A3 ADD2 SHISA7 RND1 UBE2D3 KCTD13 CCDC169-SOHLH2 C12orf66 NDUFA10 PLAGL2 UBE2O IGFBP4 HSD17B13 ADAMTS4 HOXC10 SPRN NECTIN1 ISLR CRTC2 RNF103 IL2RG OXCT2 POU2AF1 OPA3 RBM43 NFAM1 DMBX1 NDUFA4L2 UHRF1BP1 WNT9B ANO6 TP53INP1 SGMS1 KSR2 PDLIM5 NEMP2 LSM8 JCAD MEF2D BAK1 YTHDC2 ZNF444 REG1B NGF SEMA4G HECTD4 ADO SOX13 LENG8 FBN2 KLHDC10 RAB3IL1 DLX3 BZW1 HTT SDK1 ARL6IP5 STK16 SSH1 DNA2 RASSF3 MIR4701_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4701_5P TMEM159 CYB561 COL4A6 TNRC6C UBE2D3 NR3C1 CLSTN2 ITIH4 TSHZ2 RIMS1 CNOT7 PHF24 YWHAZ CERKL COL4A4 SEMA6D RAP1B TGM6 KLHL14 SUCLG2 KLF7 RHOQ MTX3 ATRNL1 PTPRO SET MICAL3 SCN2A PAK5 CTTNBP2NL SRSF6 FUT3 SLC6A17 TLCD3A ZNF716 MGAT1 TOP3A DCLK1 MYPN CENPN NUP50 ELF4 DARS1 KCNJ13 SH3PXD2B RAB3B PRKAR1A ZFHX3 JAM3 DOCK7 CCDC92 ZNF704 GDPD5 OTUD6B RIMBP3C MAP2 KLHL32 CUX1 NFAT5 FAM227A POGZ HILPDA ADAMTS6 TMEM233 ING3 FZD5 B3GNTL1 CEP128 SHANK2 DGKK CLN5 TUSC1 DCAF7 RIMBP3B C1orf35 DDX3Y N4BP2 ST6GALNAC2 PGM5 PSMD10 AZI2 MARK1 GPR137C GALNT15 ARL15 ARHGEF15 XPO7 CCDC141 MTMR4 XIRP2 TBC1D22B TKTL2 TTPAL STK26 CCND3 RIMBP3 SPTLC2 XRCC2 PIGX DAAM2 UBXN1 EMX2 SOX5 RHBDF1 POTEF MARCKSL1 IQSEC2 ZNF479 FBXW7 DSTN UBE2H NALCN GPC4 SATB1 ZRANB1 SLC31A1 ARNT2 TIMP2 RHOJ ROBO1 DDX3X SDC3 NUAK2 TXNIP CHST14 SHISA6 HMGA2 MIR588 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR588 TMEM159 CYB561 COL4A6 TNRC6C UBE2D3 NR3C1 CLSTN2 ITIH4 TSHZ2 RIMS1 CNOT7 PHF24 YWHAZ CERKL COL4A4 SEMA6D RAP1B TGM6 KLHL14 SUCLG2 KLF7 RHOQ MTX3 ATRNL1 PTPRO SET MICAL3 SCN2A PAK5 CTTNBP2NL SRSF6 FUT3 SLC6A17 TLCD3A ZNF716 MGAT1 TOP3A DCLK1 MYPN CENPN NUP50 DARS1 KCNJ13 SH3PXD2B RAB3B PRKAR1A ZFHX3 JAM3 DOCK7 CCDC92 ZNF704 GDPD5 OTUD6B RIMBP3C MAP2 KLHL32 CUX1 NFAT5 FAM227A POGZ HILPDA ADAMTS6 TMEM233 ING3 FZD5 B3GNTL1 CEP128 SHANK2 DGKK CLN5 TUSC1 DCAF7 RIMBP3B C1orf35 DDX3Y N4BP2 ST6GALNAC2 PGM5 PSMD10 AZI2 MARK1 GPR137C GALNT15 ARL15 ARHGEF15 XPO7 CCDC141 MTMR4 XIRP2 TBC1D22B TKTL2 TTPAL STK26 CCND3 RIMBP3 SPTLC2 XRCC2 PIGX DAAM2 UBXN1 EMX2 SOX5 RHBDF1 POTEF MARCKSL1 IQSEC2 ZNF479 FBXW7 DSTN UBE2H NALCN GPC4 SATB1 ZRANB1 SLC31A1 ARNT2 TIMP2 RHOJ ROBO1 DDX3X SOX9 SDC3 NUAK2 TXNIP CHST14 SHISA6 HMGA2 MIR3688_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3688_5P CTNNB1 IDH1 CHN2 CLIC5 RAI2 SPRY4 FKBP9 EFL1 DMXL2 MIER1 EPB41L1 TNKS1BP1 AKIRIN1 IRGQ IAH1 DYRK1A ACTR3B CD9 BBX ZIC5 NFAT5 GPR34 MSL2 PHTF2 KPNB1 TGFB2 LTBP2 PDP1 PAN3 ADCK1 GLRX5 NRXN1 DNAH14 WDR44 USH1G SLK PSMF1 PAPPA ERAP1 HACE1 DPY19L2 PRDM1 EFHC2 ISL1 RGS17 DPYD BCL11B ZFX METAP2 TLK2 ARID5B SGIP1 YWHAH STAP1 CSPP1 RLN2 ANGPTL1 SMARCAD1 EDEM3 CLDN10 ZNF436 AKAP13 CCDC126 NFIB PDE5A ARF6 ISCA2 SRRM1 MRTFB SPRED2 XKR9 ADH5 SERTM1 ZXDB PAQR9 TTL FBXW7 UBIAD1 IKZF2 MYSM1 PPP1R11 APIP KDM7A GAN NAA50 EBF3 DUSP8 RCN1 NRBF2 WHRN TMEM41A GATA3 HSD11B2 UBE3A FAM199X MEGF10 RREB1 PPM1B ZNF131 MRPL30 HSD17B3 YAP1 DGKZ SRF GALNT1 SCN1A SH3GLB1 STARD4 FAM81A RABIF PTPN4 DUSP7 USP9X TNFRSF11B CARF KLHDC10 DMXL1 COL27A1 ZNF780B CREBRF BNC2 MBNL2 UNC119B NOXRED1 PPTC7 PRKCI LIX1 NFASC MFSD14A HYOU1 APPBP2 PDXDC1 IMPG2 FNDC3A EXOC5 VEGFC CNTLN FGF7 MIR3674 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3674 LGALSL NIF3L1 PLS1 SLC22A2 CRIM1 SLC30A7 MIER3 EPHA5 CTTNBP2 CCDC125 ANKRD6 FSHB CTNNA2 ANKRD7 ELMOD2 NUP155 ETNK1 IGFBP7 SH3BP4 HTR2C DOCK5 RFTN2 CROT TVP23B TRAF3 CDC37L1 TMSB15B NOL4 MAP7 SLC6A15 ZNF138 FAM122B RNF212 SH3YL1 MOGAT3 IKZF5 SYF2 TCHP SEMA5A DDX21 VAPA BEND6 CYP39A1 KIF2A PRICKLE2 ZNF333 LYPLA1 UNC5C EPOR DNAJB7 POGZ TDRD15 TRMT11 ALG10 MYOM1 DSCAM FBXL17 ZNF239 SCAMP1 COL6A6 ABHD12B ATP8A1 CLDN4 GIT2 ZCCHC14 PDE1A PCYOX1L DACH1 SOCS4 TRIM5 FMNL2 ABCC9 SNRPA1 FMN1 CIAO2A GABARAP PDCD4 CD164 NIT1 DENND2C SLC12A1 NLRP1 PDXDC1 CYTIP SPPL2A ITCH RAB21 GPD2 ZNF829 BRWD3 TM4SF4 LCOR EFCAB2 MAP10 RB1 ZNF99 RIC8B EGFR BTN3A1 SMARCC1 COL12A1 IL1RAP RP1L1 RAPGEF4 SHE GABRR1 PGM2 TNFAIP6 PARM1 TVP23C ZNF512B COL19A1 NEGR1 PYROXD1 ZNF626 SLAIN2 FAM174A TLE1 VWA8 SMPD3 DNAJC15 HNRNPR DNAJC3 RD3L MTMR9 L2HGDH NR1D2 ANKRD27 MIR1913 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1913 CASTOR2 OTUD3 HDAC11 LAIR1 ASF1A FAM155B PTAFR TMEM178B ATAD3B KDM6B DUSP1 CYP4F11 ZNF3 NKIRAS2 BTBD9 ARRB1 TRABD2B PI16 CYGB HBP1 ETV4 NOX5 ATP11A CYP19A1 JAKMIP3 CNIH2 PSMF1 SMAD7 BRD2 ABCG1 AP4S1 STIP1 ADGRG5 FAM131A WNK2 PDP1 SLC24A4 ASIC1 PRSS55 SCML4 PCTP EI24 INTS6 KCNAB2 POLR3H GHITM SETD4 C22orf39 BORA SORCS3 ZNF25 ZFHX3 ANKS1A TSFM CRELD1 GABARAPL1 SBNO1 PLEKHO2 CRTC1 TMEM104 SSH2 HIC2 KDM2A ADCY1 CCDC71L SPTB KIF3B RAB11FIP4 ALDH1A2 RSPRY1 NMB PDE7B MTHFR TOMM40 GIT1 ZNF512B ADIPOR2 ARL16 CARM1 TMEM67 MSI2 KCNH3 ADAMTS5 CTNNA3 ZNF780B FOXP4 AJAP1 C3orf18 BRWD1 METTL21A KMT2C PNMA5 YTHDC1 TMEM249 MTMR3 IL6R ESAM TMEM101 RIC1 GVQW3 TFB1M MYO1E EFNA3 HEATR6 ZNF500 HIPK2 CCDC174 FYB1 EP300 CALR NOP2 HMGN3 PRDM2 TMEM239 CGREF1 NCDN DEFB132 INTS3 DESI2 CASQ1 XPO6 RXRB WDR7 POM121 THSD7B AGAP1 SH2B1 RIMS4 MYLK2 CADM3 ANKRD52 PHF19 VASP GSE1 TMEM132C WNK1 HHIPL1 FOXJ1 PIK3R1 KIF5C GIGYF1 ZSCAN23 TPPP LARP1 MIR6165 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6165 MED15 C2CD6 YY1AP1 MAX CD1E ZNF423 DBNDD2 MPDZ ZKSCAN3 TLR2 ZSWIM5 TPD52 ZNF76 ZNF550 GDNF MYH10 PPP1R3D MLLT11 DOCK9 SLK ERG KBTBD3 PRICKLE2 RPL7L1 SNX1 ATG13 LUZP1 RBM27 SLC46A1 KIF1B TNRC6B BACH1 C1orf21 CEP85 SIGMAR1 BCL11A LARP4B RAB11FIP1 NKAIN2 CD200R1 COLQ KLHL28 USP16 TSPAN11 SH3PXD2B EHF SPPL3 JADE2 NEK4 RAPGEFL1 ERN1 MATN3 KANSL1 SYTL5 HSDL2 YAF2 P4HA1 PRR23B RPS6KA1 SRD5A1 STK38 TMEM263 TRIM9 MED30 FLOT2 FXN MFNG NCS1 SMAD1 HOXD10 HSBP1 MTMR14 SHC4 BPTF SLC9A6 ANKRD34A HOXC8 HMBOX1 NIBAN1 AREL1 SLC25A44 MAT1A KPNA1 HIPK1 FBXO28 CACNA2D1 RERG F8 ERRFI1 MIS18A XBP1 ZC3H7A CPNE4 MAPK9 STK24 PNPLA1 NUCKS1 LPIN2 HOOK3 NAA50 SEC24C LAMTOR1 ARL4C GPC4 LRRC40 STAC TRIM66 FNDC9 SNX12 HECTD4 TREM1 KRAS ADAMTS16 SORBS2 SEMA4F NOVA1 ITGB5 CDC42 LARP1 WDR92 MIR5190 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5190 CCDC169-SOHLH2 LGALSL HPS6 ATP5MC3 ADGRG6 NEK6 TBXAS1 RNF11 ZKSCAN3 DGKG GLCE LIPA DSG2 LBH ZNF211 PDE9A AGBL3 OSGIN2 TNFAIP8 TBC1D8B DYNC2H1 F2R THAP9 KAT7 PTPN5 GABRA6 JARID2 VWA5B2 KDM5B PAIP2 TBC1D12 ZFP36L1 FAM126B DYDC2 LYSMD4 UBE2Z BCKDHB CHEK2 BEND4 LZTR1 PRICKLE2 RRAS ZFX GRIK2 MMP1 DGKI SLC38A1 TMEM200A GSPT2 ZNF451 AFF2 KANK2 FMN1 RBM7 ABHD6 RETREG3 RRAGC TENM3 SNAP91 RRAGD CTDSPL2 GPR180 MYO3B KRTAP4-7 AEBP2 ZEB2 TAPT1 FBXO33 TRPC3 SDC2 SMARCA4 SERPINB8 SOHLH2 GPR155 NAA50 RICTOR WEE1 DCAF12 YWHAE SMC2 RAPH1 ZFR2 CALB1 EXTL2 HAL PHLPP1 EMC7 MRPL22 CD36 CECR2 CDC42SE2 ZKSCAN4 CXCL9 PCDH15 EYS WDR1 PCDH10 FAM43B B3GNT5 GBP5 MMP24 CELSR2 CIT DDX23 STRN GABRB2 PSMD11 CYRIA SRGAP1 DCAF7 RPA1 MBNL2 TSPAN12 UBXN4 SORL1 AKAP6 PNMA8A SPOCK1 CBFA2T3 ASXL3 CREBL2 AHSA2P PLEKHA5 GREM1 TTBK1 MEIOC MYO1D UBP1 DCBLD2 RAB33B SVOP AKT3 MIR6836_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6836_5P CAMK2G PHF19 ADAM11 MBD3 PCYT2 JDP2 ESRRA LSM12 ARHGEF9 RIC3 SYK PEX16 CASP10 ADAMTS10 CAVIN1 UBE2H EFNB1 ATG9A NR6A1 LHPP CAPNS1 TGIF2 CARMIL1 DOCK9 C6orf89 STOML1 ATP6V0A1 BTN2A1 CANX ADGRE2 LARGE1 CACNB3 NUDT5 EMILIN3 NFIX FAM122C KIF21B CAMKV RC3H1 BAHD1 LAMTOR3 PUM1 SSH3 MYOCD PRRT2 PLCXD3 ADCYAP1R1 JADE2 RIMS3 UBA7 SNPH RUFY1 DUSP26 FGF1 CNNM4 ZNF704 PAQR4 CDC42 ACAP3 SLC2A13 PIPOX RAB23 PTAR1 MAFG RLN3 EIF2AK1 FOXN4 UBE2V1 LRP3 N4BP3 ERCC6L ZDHHC22 RASGEF1A VPS39 STAG1 XPO7 SOGA1 NPLOC4 MLXIP RORA KRTAP10-7 SALL1 MAPK1 TNPO1 RAB1B PLAG1 TPRA1 MVB12A RNF216 SRP68 ZCCHC24 TTYH2 TMEM25 CEMIP NFAM1 SHC3 RAPGEFL1 RING1 VANGL2 IQSEC2 MSL1 LDLRAP1 MTCP1 CNTNAP2 TTYH3 FEM1C KSR2 STEAP3 PLEKHH3 E2F7 PLXNA2 RAB4B MPZ HRH3 MEF2D GRM7 CGREF1 ARNT2 AMZ1 TRMT61A BTN2A2 MGAT5 TSPAN7 ZKSCAN2 MARCHF3 ZMAT3 TEX19 MIR4428 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4428 ESRRG CHCHD3 TMEM273 CKMT2 CCT8 BCL9 NCBP1 GNB3 ABRAXAS1 ACLY LCE1E C6orf62 SLC66A1L KLHL13 ZNF84 GABRA6 SUPT7L ARPP19 TCF7L2 COX7A2L CCNY CCDC88A CADM2 GTF2E1 PBX1 KLF7 CEP170 SYNGAP1 EGR3 ENTPD1 ASTN2 SHFL ADAR PARP9 SPRY3 PDGFC EPHB1 EPM2AIP1 KIAA0895 OR51E2 SCN1A HIVEP3 ARMS2 BRK1 TMEM33 ST8SIA6 SYTL5 TPM3 RNF217 GPX6 LAMA4 DCAF12 CD1C RHOG KLHL9 PAK2 ZNF275 NEB TBC1D5 HERC3 MECP2 ZFP91 DGKK XYLT1 DNAJC24 ZCCHC2 MSI2 DCAF7 PPFIA2 CDCA8 ATP8B2 LIX1L MIB1 FAM98A DLGAP1 MESP2 RAB11FIP2 THAP9 CLCA2 ZSCAN16 RELN TPCN2 C2orf49 DLG1 HEMGN SH3TC2 MSH4 AP3D1 YIPF6 MS4A2 PTGES3 KLHDC7A PNPLA4 IGDCC4 SLC17A8 CHD4 PFN2 ZNF644 SON KRR1 SUPT16H SOSTDC1 CCDC34 BCDIN3D FAM78B MAP2K4 ATP6AP1 MED28 FBXW11 GLP2R FUBP3 LCE2D AAK1 SF1 INO80D ANKRD52 SLC7A7 RNF157 PIGN TMEM80 BTN2A2 CEP41 ZBTB41 NUFIP2 UBE2Q1 KLF9 KAT6A STK39 ABCB5 MIR6720_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6720_5P MDM4 EHBP1 DIP2B ZNF217 MACIR SLC39A10 TNRC6C UBE2D3 RBPJ MAGI3 MSANTD4 IRGQ ADD1 AKAP12 STRADA DAB2IP GPT2 EEF1AKNMT DHX36 NAT9 PLK2 VCAN ESRRB SULT4A1 MYCL RAP1GAP2 EIF2S2 TMEM106C SLC24A4 ENTPD1 PHF1 SLCO5A1 LUZP1 STMN4 OTX2 CUL5 LASP1 ORAI2 C1orf21 FAAP20 RCBTB1 RSPH10B2 SMAD4 OR51E2 RBFOX2 CAMK2A SGPP2 XRCC3 SLC19A3 SPTSSB PSTPIP2 CHSY1 UMPS NPM1 PNKD ELP6 JRK SESN1 KDM5B UBE2G1 FABP2 AGPAT1 ZNF180 SMCR8 CCDC71L FCHSD1 VPS53 KCNK2 C1QTNF3 IPCEF1 GPLD1 NXT2 MRPS7 ZNF20 WDR37 FOXP4 SHISA6 IL1RL2 EFCAB2 TSGA10 LETM1 ZMYM2 SLC12A7 ZC3H12C KIF16B SDC1 AKT3 TMEM88 STPG4 ZSCAN29 CMPK1 SALL1 TM6SF1 CROT CEACAM7 BAGE2 ZDHHC2 PCGF3 SMARCD1 PSME3 SH3TC2 F11R LRIG1 ARPC2 SAMD12 RNF144A MTARC1 PDCD4 LRFN1 ZSWIM8 CCDC6 SRSF4 CEACAM6 RAP1GDS1 STON1 SLAMF1 ARFGAP2 NR3C1 AAK1 RSPH10B TPM1 TRAF4 RBMS2 PIK3C2B TRIM8 SWSAP1 WWC3 UBE2Q1 MMP13 EXO5 ADORA3 BACE2 FGF7 MIR148A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR148A_5P SIX4 KIF27 SLC27A6 GSR THUMPD3 REEP1 KIFC3 PPP4R3B FAM117B SEPTIN10 PCM1 RORA AGL YIPF5 PTCRA COBLL1 KMT5B DCAF4 ZNF117 C6orf62 CFAP52 FLRT3 ZCCHC10 INA PHTF2 KDM6A ZWILCH IPO7 ICE1 CSNK1A1 RBMXL1 SYNCRIP CDKL2 RBBP6 MICU2 FAM169A OIP5 PIGC BSDC1 SYCP3 SLC11A2 RNF38 AKAP5 ITGA8 TPP1 CLCC1 SGO1 PRR27 STIL LPCAT2 TRAM1L1 RBMX SLIT3 MYO5C FANCD2 AMOTL1 TOMM20 DACH1 SPOCK3 FAM13B CBWD3 NUP50 G3BP2 CACNA1D POU2F1 NT5E ZNF655 NIN PSTK GHITM HSPA5 NCAPG IQCK ZFP42 COL5A2 GAS2L3 CFAP298 RO60 REL SACM1L PCSK6 RTKN2 PDE6C CLK4 COL10A1 TRIM34 RAB8B PAK2 TRIM6-TRIM34 EFCAB7 KIF13A SESTD1 KIF3B TTC30B NAV1 H2BC5 ABRACL SLC7A7 BCLAF3 GJB6 UBR3 MARCKS CACUL1 C3orf38 SV2A ZNF214 POU4F1 SRI SYAP1 ERFE PPP2R2A GADL1 OAS1 FLT1 TMEM212 LSM14A MIR4257 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4257 C17orf50 AFF4 TARBP2 MAX ZEB1 OTUD3 ARL8A TNRC6C SDR42E1 FAS B4GALT4 IRGQ ZNF3 ZC3H11A C2 ATAT1 FSD2 RFESD GPATCH2 ATP11A KLF7 PBX3 RIMKLB OPRM1 ZNF248 OSBPL11 CPM EYA3 PHF1 ASTN2 NAA40 CSNK1E FRMD7 TMEM105 HNRNPM TTC9C QKI CCKBR BLOC1S6 KLHL28 EIF5AL1 SLC10A7 NAT8L CEP135 AKAP13 BTN3A2 MLKL SPRYD4 SPRED2 MARK3 CNNM4 LYRM1 ZFHX4 RASA1 ANAPC13 GATM MTRNR2L7 KPNA6 VAT1 PRRC2C FKTN EHHADH LCK OCIAD2 ADAMTS5 CEP350 YTHDF1 PTPRB TUBB4A KCND1 GRIA2 DDOST MTMR4 MANEAL NID2 MAPK1 ASB4 LIN28B RUFY3 HDX SPRYD7 SHROOM3 ACER2 C17orf49 WT1 GPD1 GRIA4 SFT2D2 LRP11 DIP2A CREBZF TCEAL8 NEDD4L MMP14 LEPROTL1 ATXN7 TPTEP2-CSNK1E RBMS1 OTUD4 ST13 CHN2 IL10 CYP8B1 MPEG1 ZNF689 MED13L PARD6B CTBP2 RAB8B DUSP6 SMIM8 ARL8B S100P RHOJ ZNF276 CSMD1 TPP2 SST TFAP2B NOVA1 RGS16 ACTR8 ADSS2 POU2F1 DLG2 SSH1 EXOC5 SFMBT1 MIR31_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR31_5P LYN PRKAA2 TMEM145 ATP11C CEP85L SOGA1 ZNF74 HOMER1 MAP1B PRKAR2A PPP1R9A PAX5 ZIK1 SLC2A4 BACH2 LBH RTL9 PAX9 TMEM74 SYDE2 STARD13 FOXD4L5 ZBTB20 SEMA6D TNS1 PIK3C2A PTPN14 PSMB11 TBX19 ZFP36L1 ZNF512 RITA1 GXYLT1 TENM4 ASCC1 WDR5 C2orf49 TMEM43 FOXD4L6 SMUG1 MUC21 AHCYL1 TMPRSS11F MAPKAPK2 DMD KRT6A CALR ELAVL1 MINAR1 MAGEA12 SLC1A2 AK4 FOXD4L3 CIAPIN1 TSGA10 MIGA1 IDE VAPB OXSR1 EGLN3 PEX5 PC HTRA1 SH2D1A MGAT1 NR5A2 TFRC TYW5 TBXA2R ODAPH IL34 FAM53B HSD17B6 FAM160B2 SH3BGRL2 DTD1 DENND4B RHOBTB1 FOXD4 PCDH8 CLASP2 FNDC5 PRKCE RIMS3 VAV3 SGMS1 UACA VEZT TNFRSF9 NOS1 HLA-A UBXN10 CAMK2D ATL2 ARHGEF2 GCH1 CRYBG3 ZNHIT6 YWHAE STAU2 PRKCB ATF6 RREB1 LATS2 PARP1 RSBN1 NUP153 IGSF11 GLT6D1 KCTD21 CSMD1 VPS53 ACAA2 FLOT1 HIF1AN MAGEA1 KCTD20 TACC1 CDC23 NSF JAZF1 IGSF3 PDZD4 C1orf74 DUSP7 ATP13A3 TESMIN CYREN STK40 NUFIP2 KIAA1549L TTF2 SLC6A6 VPS26B GPR183 NUMB CCAR2 FOXD4L1 KHDRBS3 SEC24A MFSD14A ADAMTS1 POU2F1 AHSA2P CLOCK RNF144B PTGFRN FGF7 DCBLD2 SATB2 MIR671_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR671_5P SLC30A6 DMAC2 C5orf47 SGK2 FGFR2 PPP4R3B DCAF17 SYNPR RORA VPS45 ST8SIA5 ADAM11 WDR41 JADE1 SSBP1 RAB18 TBL2 KRT38 FOXP2 DVL3 MARCHF5 CAMKK2 CD209 PTPN20 SEPSECS CBS EXD1 VPS26A NFKB1 MARK1 PTPRD USP46 ATP11B SNX1 KCNMA1 FRMD6 IQSEC3 SYNGR3 CACNG1 LIN9 CFL2 PASD1 ZNF22-AS1 SH3TC2 CALN1 SHPRH ZNF805 RAB12 GPAM MAML2 GALNT10 CU633967.1 HPS5 VSNL1 LRRN1 SATB2 DENND2D FADS1 OTUD4 ATP8B4 ACVR2A CA7 CU634019.1 SPPL3 RLF DSTN TAPT1 SPTBN1 SYT9 BCR C16orf72 ANKS1A RNF38 THBS1 TRIM67 CCDC6 TIPARP TCAF2 SYPL2 PIK3IP1 CU633904.1 STYX HAAO SPTBN2 TCF12 FTSJ1 KDM5A EIF5B EDN1 ACTR2 C11orf24 MAP3K19 KRT9 ADCY1 ACBD6 SIAH2 LGALS3BP AAK1 PTAR1 C9orf78 FNDC5 DDX39B DIP2C MYRIP UBR4 CFTR ZIM2 ADO FAT4 FP236241.1 RAG1 KIT ZCCHC2 KLF6 LRRC59 HDAC5 CSNK1G3 MERTK TAF8 WFDC6 SPOCK1 KCNA6 GID4 MAP11 KIAA1549 HIVEP3 HMBOX1 CYFIP2 ANKS1B RTN4 C12orf77 MBTD1 MIR485_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR485_5P MDM4 DAG1 ASCC2 HTR6 OGT MRGPRF MMP15 QKI STX5 RGN ETNK1 HEYL GPR176 ST3GAL1 TMBIM6 LDLRAD3 PHTF2 ABR APPBP2 CRIPT IKZF3 GLIS3 SGPL1 GPI PAPPA C16orf70 WBP2NL DFFA PARP8 GPN3 PTMS EPB41L4A TMEM132D SLC36A3 CERS6 WDR35 SFRP5 KANSL3 RNF182 NSD2 FRMD5 ACTR3 EFNA1 TFRC MTMR11 IBA57 RPRD2 KCNB1 FAM168A SOX5 DNAJC5G YWHAG PSMA5 SLC23A2 SSH2 APLP2 CTDNEP1 EFR3B CLDN12 SPTB SLC35E2B AFG3L2 LRP8 ZNF474 PSD2 VAT1 FABP7 FKBP4 ADIPOR2 MGST3 TMEM120B MSI2 ZNF609 PLEKHA1 RICTOR PANK3 TMEM86A TAOK1 PCNX1 PEX12 BCAP29 POLE TMEM99 CEP85 DPYSL3 SOGA1 HIF3A UBE2I LRRC7 PLXNA4 DPAGT1 ARSD SLC26A9 MGAT5B TMEM214 TMC8 MELTF KIAA1328 RBM4B DHCR24 USP38 YIPF6 MMP14 FAM89B IGF2BP2 RAPGEFL1 ZSWIM6 NUCB1 ATPAF2 RBM4 YTHDC1 PPARGC1A EEF2K TTYH3 HOOK3 TDRP MEOX1 ONECUT2 ABHD2 CNKSR3 UPF2 RAB8B GABRB3 ZBTB39 OSBPL10 DPP8 CYREN ADAMTSL5 CDX1 UNC119B CCN2 GLCE FTO ZNF831 SMG1 CKS1B SHISA6 LRP4 HMGA2 MIR3074_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3074_5P SIX4 DIP2B FBXO3 CRIM1 PCDH20 THADA VANGL1 TGFBR2 TNIK MOB1B PHACTR3 DLST TENM1 KDM6A R3HDM1 PTGIS ADAT2 CNR1 ITPRIP TNKS2 AKTIP PPM1A CASP7 HOXA11 GTDC1 PHKB IGF2BP1 SLC35A3 PDE4D GRIA4 YIPF1 ADSS1 CEPT1 FKBP7 COMMD4 GTF2A1 SMIM10L1 POU3F2 LHFPL3 KCNB1 KCNJ15 UPF1 TMEM154 ATG2B TXLNB ZNF704 RIOK2 SLC35E1 CENPS-CORT MAP2 MFSD1 GABBR2 PIP4P2 PRAMEF18 SLC38A4 TMEM248 MTMR12 HPRT1 KIF1B ZNF618 CTNNA3 ZNF516 EPB41L1 FAM122A CIT TNFSF13B SMURF2 ADHFE1 SBF2 GAS2L3 MESD ZNF302 JPH4 GNG2 YWHAB KLK10 ZBTB8A EHMT1 SGCD EPB41L4B VGLL4 SYPL1 OOSP2 ZNF626 ADAMTS17 VAPA SLC9A6 THBS2 PALD1 PAFAH1B2 DKK2 TMEM86A ZDHHC5 NIBAN1 GAP43 TRIB2 BNC2 MEFV MCM9 NDFIP1 GAD1 G3BP1 ANO5 DCX NF1 NDUFA4 AMBN STMN1 MXRA7 PBX1 NECAB1 ZNF644 BAHD1 PCDHB12 HERC3 CNTNAP2 HOOK3 ERO1A SLC12A2 KIF26A UBE4A ONECUT2 RELN PROKR2 TLCD4 TNRC6B CNEP1R1 SLC7A11 ZNF268 EBP BMP7 MFSD6 PTPN4 PHIP GPRIN3 SRGAP1 APOO SMURF1 ZNF827 MICALL1 BICD2 MMAB CLCF1 NR4A3 KCNA6 CACNB2 MEIS1 SMG1 LRRC4 RAPGEF6 PAG1 MIR3085_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3085_3P NUDT15 SIX4 RSBN1L CRIM1 MMD2 TMEM178B PCDH20 PAX5 SAV1 ADD1 HEMK1 ZNF582 LEXM IL1R1 LDLRAD3 CMTM4 TNFRSF25 FYCO1 ODR4 MRPL52 DKK3 KCNN3 ZBTB3 ZNF782 CACHD1 PRDM10 SEZ6 AP1M1 PRDM4 LEMD2 TBL1X AGO1 ATP1B4 PRR15L CA10 PIP4K2B ATP10B TXNIP LRGUK SH3BGRL3 RASSF8 LMX1B BMF FBXO17 SORT1 DNAJB9 SLC36A1 CLIP2 MYH9 ZNF850 EIF5 UBIAD1 PHF21A JADE2 ZNF544 FAM107B PNO1 CCDC186 ZNF12 MFSD11 R3HDM4 SPRED2 ZFAND3 CRY2 STK38 KCNK9 BTBD6 ADCY1 SLC26A9 FRMD4A TBC1D16 FZD5 EDAR EVC GABRB2 JPH1 SLC4A8 CNOT10 DDX3Y MECP2 TCEANC2 LZTS1 AREL1 GLDN WASHC4 ARHGAP21 RHOF SRGAP2 BAG4 ZNF471 TANC2 NDST1 REPS2 CLIC6 CNN3 PAN3 UBE2QL1 HNMT BAIAP2L1 P2RX7 NECTIN4 DHCR24 HSPB6 ZNF37A ELP5 CAPN6 ZNF74 GALNT10 GPN2 VPS4A SLC26A1 OGT IGFBP5 PHLDB1 PIK3R6 CLASP2 APPL2 IDH2 PIK3CB PPP3R1 AP1G1 ANKRD36 PLXNA2 TBC1D2B CHST3 JOSD1 VPS33A TFCP2L1 R3HDM1 AAK1 RHOJ GFER TRAPPC3L KLHDC3 MSRB2 ZNF747 PTPRJ PPP4R2 SMURF1 SUMF2 NR4A3 TMEM245 CLOCK CSNK1G1 PTPRT HMOX2 MIR4756_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4756_5P ESRRG CBX6 IL2RB C20orf96 FAM155B PIANP SEC31A MEIS3 CDC42EP4 AURKA ARHGEF9 SAMD4A ACKR2 TET3 TBC1D24 FGF23 AR PSD3 HNRNPA2B1 ITGA8 HNF4A KLK4 FZD1 KLHL13 EYA3 CREB3L2 NFIX NAV2 CDHR1 LASP1 IMPDH1 ATP6V0D1 BACE2 ADGRE5 SLC1A3 CS LRRTM1 AHCY PRRT2 AIF1L WDTC1 SH3PXD2B SOX12 PAX1 SRP54 CERS2 LSAMP SOHLH2 C17orf77 ZFHX3 GATAD2B ABCG4 ELFN2 KDM5C GABBR2 NOVA2 CD44 KLHL9 NCOR2 PLXNA1 PTK2 NFAT5 ULK1 CASC3 HERC3 WNT1 SKI MAP3K9 ZMYM3 UBE2W DTX1 MYOM1 NSG2 PCYT1A DLK1 TRIM3 PHF8 CETP LRP2BP METTL21A HPCA SNU13 NISCH SLC2A3 ADD2 SHISA7 RND1 UBE2D3 KCTD13 CCDC169-SOHLH2 C12orf66 NDUFA10 PLAGL2 UBE2O IGFBP4 HSD17B13 ADAMTS4 HOXC10 NECTIN1 ISLR CRTC2 RNF103 IL2RG OXCT2 POU2AF1 OPA3 RBM43 NFAM1 DMBX1 NDUFA4L2 UHRF1BP1 WNT9B ANO6 TP53INP1 SGMS1 KSR2 PDLIM5 NEMP2 LSM8 JCAD MEF2D BAK1 YTHDC2 ZNF444 REG1B NGF SEMA4G HECTD4 ADO SOX13 LENG8 KLHDC10 RAB3IL1 DLX3 HTT SDK1 ARL6IP5 STK16 SSH1 DNA2 RASSF3 MIR3064_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3064_5P NUDT15 SIX4 RSBN1L CRIM1 MMD2 TMEM178B PCDH20 PAX5 SAV1 ADD1 HEMK1 ZNF582 LEXM IL1R1 LDLRAD3 CMTM4 TNFRSF25 FYCO1 ODR4 MRPL52 PHACTR4 DKK3 IL1RL1 KCNN3 ZBTB3 ZNF782 CACHD1 PRDM10 SEZ6 AP1M1 PRDM4 LEMD2 TBL1X AGO1 ATP1B4 PRR15L CA10 PIP4K2B ATP10B TXNIP LRGUK SH3BGRL3 RASSF8 LMX1B BMF FBXO17 SORT1 DNAJB9 SLC36A1 CLIP2 MYH9 ZNF850 EIF5 UBIAD1 PHF21A JADE2 ZNF544 FAM107B PNO1 CCDC186 ZNF12 MFSD11 R3HDM4 SPRED2 ZFAND3 CRY2 STK38 KCNK9 BTBD6 ADCY1 ADRB1 SLC26A9 TBC1D16 FZD5 EDAR EVC GABRB2 JPH1 SLC4A8 CNOT10 DDX3Y MECP2 TCEANC2 LZTS1 AREL1 GLDN WASHC4 ARHGAP21 RHOF SRGAP2 BAG4 ZNF471 SOGA1 TANC2 NDST1 REPS2 CLIC6 CNN3 PAN3 UBE2QL1 HNMT BAIAP2L1 P2RX7 NECTIN4 ACACB DHCR24 HSPB6 ZNF37A ELP5 CAPN6 ZNF74 GALNT10 GPN2 VPS4A SLC26A1 OGT IGFBP5 PHLDB1 PIK3R6 CLASP2 APPL2 IDH2 PIK3CB PPP3R1 AP1G1 ANKRD36 PLXNA2 TBC1D2B JOSD1 VPS33A TFCP2L1 R3HDM1 AAK1 RHOJ TRAPPC3L KLHDC3 MSRB2 ZNF747 PTPRJ PPP4R2 SMURF1 SUMF2 NR4A3 TMEM245 CLOCK CSNK1G1 PTPRT HMOX2 MIR6792_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6792_3P ALDH8A1 ENSA UBN2 TNFRSF11A DBNDD2 KDM3A FBXW7 SNF8 RAB26 ZNF326 TENM1 ZNF564 FAM149A RANBP3L ENKUR AFF1 VIPR1 CCNY NABP1 SP1 POM121 KIN ANKRD17 VCAN DNAJB7 SLC35D1 GFI1 KRCC1 CDK19 RNF111 LUZP1 MDM4 RAB31 TFE3 ARFGEF3 LRRFIP2 RBM41 GPC3 MFSD6L SENP8 BAHD1 TOMM40L ARHGEF38 CPPED1 MRPS33 SPRED1 CNBP DCDC1 SP3 PAX1 ZBTB8A ZNF268 SORCS3 LIPG KCNA5 ADRA1D NASP SPRY4 NOL10 ADAMTS15 NRIP3 RAB3IP ZNF618 SESN3 KATNAL1 TNFSF13B RGS21 SNAPC4 ARPP21 SMAD1 PSMG3 FANCG PIN4 CPEB4 MLLT1 DAXX CDK15 NADK2 CACYBP ZNF691 SLMAP TRAK2 TMEM35A ADAMTS17 TRIM2 LYSMD4 RNLS BRINP1 PRKDC PNISR FCRL2 RAB33B AKT3 FKBP9 DAG1 ADAM28 SAMD4A NGFR PRDM13 POTEC TAF1L HOXA9 AKAP5 TEF TIMM23 CCDC43 TRDN NME8 PRKCB NLGN1 NPAT SH3PXD2A THBS1 UBASH3A ABRAXAS2 GBP2 RAB9A TRPM8 FRAS1 LSM6 ARHGEF33 CARNMT1 LHPP KCNA6 USP34 SENP6 MIR6512_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6512_3P MDM4 EHBP1 DIP2B ZNF217 MACIR SLC39A10 TNRC6C UBE2D3 RBPJ MAGI3 MSANTD4 IRGQ ADD1 AKAP12 STRADA DAB2IP GPT2 EEF1AKNMT DHX36 NAT9 PLK2 VCAN ESRRB SULT4A1 MYCL RAP1GAP2 EIF2S2 TMEM106C SLC24A4 ENTPD1 PHF1 SLCO5A1 LUZP1 STMN4 OTX2 CUL5 LASP1 ORAI2 C1orf21 FAAP20 RCBTB1 SMAD4 OR51E2 RBFOX2 CAMK2A SGPP2 XRCC3 SLC19A3 SPTSSB PSTPIP2 CHSY1 UMPS NPM1 PNKD ELP6 JRK SESN1 KDM5B UBE2G1 FABP2 AGPAT1 ZNF180 SMCR8 CCDC71L FCHSD1 VPS53 C1QTNF3 IPCEF1 GPLD1 NXT2 MRPS7 ZNF20 WDR37 FOXP4 SHISA6 IL1RL2 EFCAB2 TSGA10 LETM1 ZMYM2 SLC12A7 ZC3H12C KIF16B SDC1 AKT3 TMEM88 STPG4 ZSCAN29 CMPK1 SALL1 TM6SF1 CROT CEACAM7 BAGE2 ZDHHC2 PCGF3 SMARCD1 PSME3 SH3TC2 F11R LRIG1 ARPC2 SAMD12 RNF144A MTARC1 PDCD4 LRFN1 ZSWIM8 CCDC6 SRSF4 CEACAM6 RAP1GDS1 STON1 SLAMF1 ARFGAP2 NR3C1 AAK1 TPM1 TRAF4 RBMS2 PIK3C2B TRIM8 SWSAP1 WWC3 UBE2Q1 MMP13 EXO5 ADORA3 BACE2 FGF7 MIR758_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR758_3P SLC25A16 HRH4 WTAP PALM2AKAP2 PRRG1 HIPK3 GRIK3 ZBTB7A CDC42BPA KPNA3 DGKH MEPE PCBD2 RORA PPP2R1B RAD52 ACLY MIA3 HSD17B13 COPG2 BACH2 TKTL2 ZNF250 PPID C1orf198 HAUS2 NTM SLC24A2 KDM6A WDR20 ZFHX3 LIN7A ENTPD1 ZNF808 ZNF761 MAP4K3 DGKE PUM2 FUT9 PGRMC1 SUN2 ZNF432 ST6GAL2 ZNF611 RIOX1 CYP7B1 PRR27 GCSH ANKH SRP68 SGIP1 USH2A NOP2 MOB3B EEA1 NAA40 CCDC43 ZNF618 NHLRC3 ZDBF2 VAPB MCAT MEIS2 NRG1 CHFR APLF FYB2 ENPP3 MIPOL1 ZNF226 SUCNR1 RBM15B TYRO3 STK40 AFG1L ZBTB18 EXOC6 UNC5D MTHFD2 COLGALT1 CNNM4 ADD1 VEZF1 PARP12 C3orf14 ZNF385C SOCS7 RNF114 C2CD2 SEC62 ZNF28 SLMAP COMMD2 PCDHB13 TRIP11 WWC2 TCFL5 GAD2 PRKAR2B FLVCR1 LRFN2 TBX4 SLC6A14 WWP2 BMP7 ZNF257 RASA3 RNF113B SMIM9 SRGAP1 CARF ADAMTS17 ZNF503 TCEAL7 TADA2B B3GNT9 KLF9 PAPSS2 MAP2K1 C5orf15 PDZD7 FBN1 SMLR1 FBRSL1 PLP2 ZMYM2 MIR1304_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1304_5P CENPL LY6E ALS2CL CAPRIN2 DPYSL3 PACRGL CHP1 ZNF134 EXOG DCTD ICE2 GNPAT B4GALT6 CCDC198 PRUNE2 BAIAP2 RTL9 PDE4A KAT2B NMUR2 LRRC7 TMBIM6 MINDY2 PRR9 CMTM4 MAP9 TIMM9 PLXNA4 VPS37A DNER TIAL1 ENTPD1 UHRF1 IPO11 CCNG1 C9orf40 GPATCH2 FAM122B ACVR1C ANK2 TET3 PPP2R3A ARMCX5 SOX5 STX6 PPIL6 PCGF3 HEY1 ACBD3 SCYL2 NPHP3 TAGAP FBXL17 SLCO5A1 USP47 SLC35F6 TLE4 AKR1B1 CXADR CALM2 MEIS2 ZSWIM6 ZNF100 LARP4B GORAB GJB2 PTPN11 BCAT1 FBXO45 CYTH1 ELAPOR1 PLA2G3 KCNK4 SYNPO MKX EFEMP2 WFIKKN2 UNC5D WNT3A ITGA1 GRK5 SCYL3 NR2E1 C9orf85 ZNF704 ENOX2 LYPD3 SSH2 PFKFB2 MEF2C VPS13D CHST3 MPZ MYC CNOT4 MRPL30 TCP10L2 SENP5 VSTM4 TSPEAR STAT5B ARPP19 CDH13 CXCL13 SPIRE1 CPEB4 STRIP2 POGLUT3 UQCRQ ADIPOR2 ANTXR2 GNAQ PTPRJ SPICE1 PRKG1 CCN2 RNF168 FUT4 CSTF3 AKR1C2 FOXL2NB ZFP28 RAD1 ZDHHC6 OCSTAMP DIPK1A ZBTB25 ZNF319 BHLHE41 HMGA2 SLC4A4 MIR8080 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8080 CCNYL1 AP1S1 GRIA2 RCHY1 SNX20 FERMT2 ZNF384 AMMECR1L UBE2C GPR68 ASAH2B PPIP5K1 CIRBP SUMO3 TRAM1 LCA5 SAR1B PRRC1 FBXO28 PRKAR2A ATE1 ASAP2 SMAD3 CCDC14 CFDP1 TNIK HNRNPDL CNTN4 MFAP3L DDX17 RAB30 KLHL29 DISC1 NREP MYBL1 MTF1 PSD3 WDR17 ZNF326 PSMA5 GPC3 PAXBP1 PLIN1 FRS2 PPARGC1B ADRA1A MFAP3 MPZ IPMK ZMYM2 FAM160B1 ABCD3 DIRAS2 RALA PLOD2 MET NPAS3 SLC25A46 IRAK1BP1 HS3ST2 RHCG SEPHS1 RAB12 TENM1 MACROH2A1 EPM2AIP1 GAREM1 KDM4A DCDC2B GNA13 SUGT1 SSH3 PPP1R15B NEMP1 TFRC DEFA4 PCDH12 HDGFL3 PLXDC2 ARL5A HKDC1 SACM1L EBF3 CD163 NFKBIZ MARCHF8 FAM120A KLHL1 STK17B RELN TMTC2 HRH4 SLC7A14 GEN1 EIF4E3 RPL31 CDK19 WWC2 PAFAH1B1 STAG2 SLC25A24 AAK1 TOP2B KCTD4 HOXD10 CCDC170 DAGLB CXCL9 KCTD20 GNG12 NSD1 SEMA4D CSE1L KCTD9 C18orf25 LRRC3 DTD2 SESN3 GABRB2 C4orf46 MEIS2 NEGR1 RNF168 RSAD1 ME1 SORL1 NR4A3 NBEAL1 ZNF831 PGM3 TCN1 AREL1 CCDC177 CXCL5 USP12 TESK2 RHAG SYT1 MIR452_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR452_3P DMD SLC38A2 CYP4F2 CYP4F3 AMER1 CBR1 RUNX1T1 PPP2R2D SEPTIN4 CEP57 TGIF2-RAB5IF SSB EIF3D UBASH3B MME ATE1 WTAP SALL3 ZNHIT3 FAXC ELOA CBLL1 DDHD1 PLOD2 PRLR NCOA2 MXI1 SEZ6L ZNF830 SLC66A1L SYNDIG1 PBRM1 FBLN1 NT5E ASPH FMN1 PCDH12 OSBPL9 GPR34 SUGCT BEX3 NRG1 ANKDD1B ZFHX3 ZNF704 KCNG3 NAALADL2 TMEM263 CCSER2 LIFR TNF ABCA5 ATF7IP STRAP RGS21 TTLL3 LEPR TMEM106B DNAJC6 BTLA SLC30A4 EFNB2 MAT2B PRRC2C RAB5IF TRIO C5orf24 OPRL1 TMEM67 PANK1 PELI1 ATP6V1G3 SP4 SELENOK PCF11 ZMIZ1 SRSF1 TCEANC2 GVQW3 ARL15 STXBP1 BAG4 FAM160A2 SLC1A3 FZD3 SERPINB8 TBC1D28 BIK CHMP4B CNEP1R1 RAB1B ANKRD33B ZWINT CDK6 OSTM1 AKAP5 SCYL2 CCSER1 SASH3 PFN2 NLGN1 LRP2 TBK1 CHN1 FBXO39 GFRA2 ERLIN2 ITGA9 SOCS6 EPG5 SETD9 KIF13A AKIRIN2 MYDGF AMACR KCNH7 STRIP2 CLMN GALK2 SIPA1L2 PAK1 FKTN NCMAP ARID2 GRHL1 ATRN PPFIA1 LRP1B GJA3 SULF1 ANKS6 MIR3190_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3190_3P CAMTA1 DPYSL3 PSMA4 ABL2 COL1A2 MEI4 ARPP19 TMLHE OXR1 RPS6KB1 MAP1B CARHSP1 DGKH ZDHHC3 ITGA2 HNRNPLL RFC1 NREP MOG PCMT1 TGM6 RNF128 RMI1 APLP2 MORC3 AC011525.2 ZFP36L1 HLA-DRB5 CDH8 FUT9 PRMT2 BMERB1 RAB2B AKAP3 PDE1C KMT5A PLCB1 PPP1R2 ZNF844 GLCCI1 GPR107 RALBP1 PDE7A EPM2A ZFAND4 ARID4A GALE EPPIN TAGAP ZNF440 METTL7B LRIG1 AHR IL24 SLC4A7 HPN C8orf86 CCDC80 NEIL1 TLNRD1 RBMS3 FAF2 NTRK3 DUOX2 ATXN1 ALG10B CKLF PCDH9 KIAA0930 GNAS ACADSB CHD5 IGSF9B SNX20 PTPRB MCC EPC1 ZFX AMT CWC27 TRAM2 GATAD2B LPP TIPARP ZNF704 ENAM GPR137 SERTAD3 ANAPC1 NIPSNAP2 ALDH9A1 ATP2B2 CKAP4 POLR3K KDM5A KLHL9 PICALM ADGRA2 C5orf63 OSBPL3 GEN1 SH3BGR SRARP VNN1 SLC2A13 PPP1R3B FGF2 ATRX TMEM26 FAM110B FOXN3 CNTNAP3B TDRD1 MCMDC2 CCDC28A FCHSD2 MEOX2 CREBRF WWP1 COQ10A WNK1 SCAI NR4A1 GET1-SH3BGR MIR651_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR651_5P C12orf66 SNX20 PRKAA2 SEC23B TNFRSF11A MYO1E CAPS2 KCNC2 RAP1B DCTD RORA SPRR3 MOSPD2 ACMSD STRADB PRDM5 STXBP1 SLITRK1 ZNF84 OGFRL1 BCOR ZBTB20 REST NAT2 MEMO1 CD8B TNFRSF10B HBS1L C1orf53 FUT9 CDCP1 TM9SF3 MAP3K2 SPDYE3 SPDYE6 UEVLD CADM2 ERCC8 TPTE CNKSR2 CFL2 USP33 SLC4A4 FKBP5 SEC11A GHR ACBD3 TOX3 ATP1B4 PDE4D RGPD1 KCNV1 SLC1A2 SEC11C PNPLA4 BIRC3 PROX1 SIVA1 CBX5 SVIP DACH1 ELAC1 GTF2H3 HSPH1 SIX5 SMARCA1 DTD1 PUM1 WBP11 DEFA4 FMN1 C3orf70 PLCXD3 USF3 MLLT3 CHD6 NIPAL1 PTPN21 CAVIN4 MPHOSPH8 GFRA1 CNTNAP2 SORCS1 UBE2H DEPDC7 RPS23 LPP ENOSF1 MAD2L1BP FKTN CETN3 BMP2K GATM SEC62 ATG3 CALM1 KLLN BHLHE40 GMFB BMPR2 NT5DC1 GALNT1 UBE2W PKHD1 ATP5MF CSE1L CTSS SPDYE5 RGPD2 AGK C6orf47 CDK12 CATSPERB KIAA1671 SART3 C8orf37 ZMYM6 SPDYE1 MEIOC SFMBT1 LRP6 MIR4277 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4277 EIF4E3 PRDM16 PAQR6 RACGAP1 SGMS2 CNOT2 CREM ITPR2 VPS37B STXBP4 F5 SUMO1 CHP1 SLC35A5 ARPC1A ZNF770 RORA NCBP1 PURB RANBP1 CNPPD1 RUNX1T1 NXF1 ELK4 CH25H ENOSF1 GRAMD1C CDK19 DIO2 INPP5A RAP1A DHX15 NRP1 GTF2E1 SLK DDX21 PPP2CA ZNF330 ELK3 CASZ1 SMARCD1 CPPED1 DDO TMPRSS11F EP300 HIPK4 RAB2A CDH11 YIPF6 G0S2 USP13 RUBCN DUSP11 STXBP5L MAP3K15 PHF20L1 RANBP6 RNF6 RASSF8 RBM41 MAPK9 CD200R1 FNTA PDYN RAB3C ZC4H2 TLK1 YTHDC1 RAB23 HNRNPU SPPL3 SOX11 SPTY2D1 ZBTB20 SSPN MTHFD2 GRK5 KIAA1958 DENND5B CCDC6 FNDC3B HARS2 MYNN SLIT2 BRMS1L ALAD RYR2 REG1A FOXO1 FREM2 MBLAC2 FOXJ3 SKI MYEF2 PYGO1 GALNT1 CYP3A4 HIF1AN FGF5 TACC1 NEXMIF LYRM4 NUP42 AKAP8 JAZF1 PPP4R2 BAALC SMARCA2 WDR26 CCN2 GART ZNF22 CNST ERC1 IKZF1 PTCH1 SPOPL SENP6 DDIT4 SNCA FOXA1 PURA GPR37 MBTD1 MIR1179 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1179 VSIG1 CCNYL1 OPA1 GRIA2 CAMTA1 MORF4L2 GFM1 ALDOA ITGA6 NR3C1 TUBA1A TARDBP NCOA7 TMEM178B ANKRD44 TMEM267 RHOT1 RRAGB CYP4F11 ATXN2 TEK RNF19B CHGB SGCD PAXBP1 PPP1R12A RPL15 SYCP1 ZNF432 NCAM1 CDK6 ZNF608 PCYT1A MAGI1 NUB1 LUC7L3 VAMP7 EPOR SKAP2 CANX METAP2 SMYD2 RABGEF1 MOAP1 AKAP9 SLC12A5 TLE4 GRIA3 PICALM GPM6A FAM124B MSI2 PCDH19 MTPN SCN9A RBBP7 SLC15A1 TMF1 PRKCB MPC1 RPAP1 ZEB2 NEK7 TANC1 HDGFL3 OSBPL10 ZDHHC21 RUNX1T1 ITGA1 KCNJ16 CRYAB ADCYAP1 PIK3CB GABRG2 BRWD3 CPE ATP10D CD93 GOLGA6C CHML CTXN2 GOLGA6B KCNK9 FLRT2 RAB8B MAP6 SMURF2 ANO3 FBXL7 ZNF518B AP3B1 CDC42SE2 SCN1A GOLGA6D GOLGA6A CYP1B1 FAM218A CLASP2 PPP4R2 GPBP1L1 GPRIN3 CAB39 GLI2 RHPN2 SYT15 PTPRM HIPK1 BRWD1 CACUL1 MMAB ZNF22 SCAI SPOCK1 KCNRG TMEM245 ASCL1 KPNA4 SLC1A2 SYNDIG1 ID4 PPP2R2A TAFA2 TYRP1 TBKBP1 MIR600 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR600 CRH SCFD2 ARPP19 CRIM1 ZSCAN31 PEAK1 NAA35 MMS22L SPSB1 ENAH RPS6KC1 ATF3 RAB10 NKIRAS2 PTBP3 DCUN1D1 PTPRD ZNF804A ETNK1 RANBP3 SLC4A10 WASHC3 INA SP3 PHTF2 USP27X ZC3H12B UCHL1 GAD1 DLC1 TP53I11 BICRA ELF2 RNF125 THAP5 FMNL3 PPP2CA SLC6A2 ATP6V0A2 RFPL1 TIAM2 INSIG2 RAP2C MIA2 DCLRE1B BBX NUDT5 SHPRH ZNF451 EPHX2 MYT1L RFPL3 PCMTD2 PHTF1 CCK NETO1 CIP2A SLITRK5 STRIP2 CREBBP LHX8 KCTD12 DDIT4L SHLD2 NEMP1 PCDH8 C2orf88 NACC1 CLASP2 KIAA0930 TMPRSS11D STIM2 TTC22 VGLL3 UBQLN1 CLVS2 STX6 RAB4A DZIP1L TDRP NKX2-5 RICTOR SBNO1 ABRAXAS2 NRBF2 ARL1 CCNJ KMT2E MEAF6 KDM5B CPSF6 GATA3 WRN HPRT1 WAC KDM5A SEPTIN3 UBFD1 NSG1 KCNA4 TNRC6B DYRK2 ALS2 PAFAH1B1 KCTD21 SLC2A10 FEM1B SERINC5 KCNE3 PCDH7 UBR3 COL2A1 GDAP1 TRIM52 NOVA1 INSM2 ZBTB41 FOXC1 MBD2 COL11A1 EPS15L1 NPY2R PALLD STK4 KLF9 C8orf34 LONRF2 UBQLN2 GLI3 NF1 NCL PDE1A ZNF792 PCF11 CCNDBP1 PRKACB HIVEP3 SPIN1 ZC3H12C SLC6A6 HAPLN1 MIR6715B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6715B_3P LY6K MINK1 FARP1 SIRT5 EHBP1 CDKL5 DPYSL3 HOXA13 ABITRAM EYA4 MTMR4 CRIM1 CRTAP AKIRIN1 DZIP1 NCBP1 NUP37 TENT4B TSPAN9 FBXW7 KLHL20 TGFBR3 PTBP3 MAPK1 ZNF804A ZBTB20 SLC35A3 ITFG1 TCERG1 AMD1 ENTPD1 ECT2 NECTIN3 SNRPD1 TM9SF3 PNPLA8 PLSCR5 FCRL1 NCAPG2 ABCC4 FAM161A GSKIP HMGXB4 RO60 CNOT6 RNF103 CBLL1 PRDM1 DAZAP1 INSR MLPH SGIP1 BBX IQCH MICAL2 RNH1 PDIK1L MFSD1 MAP2K5 KDELR3 NFIB MEX3C SSR3 CTDSP2 CDYL2 STIMATE ATXN7 ST8SIA3 STRBP MYO3B FAM83D RBM15B TBPL2 FAM122B NUDT21 CD5 NHS NPAT NSA2 EIF3A MED13L RAP2A SIRT1 CD163 CXorf56 ATL2 CLDN5 MS4A1 GGCX FBXO30 SRP9 ING1 LCOR SEPTIN11 PABPC4 EIF5B RAB29 ZNF131 STX2 ZKSCAN5 DYRK2 SRSF3 MARF1 MINDY3 KLF3 CDC40 RBM20 EIF4E SORCS1 ADO SRSF2 RANBP6 JMY ASPN SDE2 SYT1 CTLA4 ALG6 RNF180 RGPD2 ELOVL5 CCN2 ARID2 ACTR8 NR4A3 ZNF214 AMMECR1 ZMIZ1 KPNA4 CDS1 TMEM18 MIR1248 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1248 ZNF281 SNAP23 ANKRD13C PIP5K1A DGKH ETS1 ZNF287 UBA6 CDK2 CAMKK2 OGFRL1 SSH2 CSNK1G3 ATP5IF1 EVA1C RNASE11 DLC1 IL17RD EFR3A FAM13C SV2B CNTLN GRIA1 PRICKLE2 PRDM1 METAP2 CDH11 RORA FBXO32 RBM27 EEF1A1 FSD1L AHSG CIC ANKLE2 ZMAT1 DGAT2 VCL CDKN2D ACTN4 TOM1L1 EHF CXorf56 SORCS1 DTWD2 ADGRG2 NAV3 CHSY1 TPT1 CHRM2 RUNX2 ADGRF5 KTN1 UHMK1 ADGRL2 TMEM138 HECW1 FXN HYAL4 ABHD10 LACTB JADE1 SESTD1 UTP25 NAV1 SLC2A10 KPNA6 ZNF700 ZDBF2 B3GNT5 CEP128 RIT2 DEPDC4 SNX19 NEGR1 PTPDC1 LRAT TRIM44 RIMS2 GADD45A AIMP1 YY2 ZNF852 DPYSL3 F5 EPB41L1 HMGN1 VPS13A NIPBL ADAM28 CROT SOGA3 MCIDAS STAM SLC25A26 NXPH1 MS4A2 OGG1 ZSWIM6 C11orf97 TIAM1 SSBP3 CCDC172 CLEC16A FA2H SFRP4 RFX7 CCDC34 DUSP18 LRRC8C ONECUT2 KIAA0408 RREB1 ACAN RPL36A-HNRNPH2 ZHX2 SEMA3C MGP ANKRD52 RBM47 CD81 ZBTB41 ALG6 BCL6B SRP19 TFAP2B ADAMTS1 DPH3P1 MIR93_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR93_3P HDX PEX11B OGT WNK3 ATP9A DZIP1 KLF12 CNTNAP1 AIFM1 CACNB4 PSD3 SORBS2 ECRG4 FRG2 CEBPZOS TBL1XR1 PNN TVP23B PXN NR6A1 CEP97 NTRK2 EFHC2 MIP IFNK TNRC6B PRKAA1 ZNF189 NFASC AEBP2 KDM2A MBP MAN1C1 CA7 PKIG GTF2I IL6ST HEPACAM2 DDI2 DLGAP1 CACNB2 TOM1L1 REPS1 CLEC4F KLHL2 SOX6 TPST1 TUT4 TFB2M SMURF2 INO80 CPNE8 RAB4A CPS1 SLC39A9 PRPF8 ING3 TTC21B LDLRAD4 RCC1 MYLK4 TCHHL1 LAMC3 USP3 PLCXD2 C5orf24 PIP5K1B ARF4 KIAA1549L SMAD2 STK32B DNAJC27 FETUB C17orf80 SENP5 DOCK4 KCND2 MIOS PWWP3B LGALSL CNOT2 DCAF8 CRACR2B TARDBP UBE2G2 SNX33 PLAC8 PAX9 REPS2 AICDA MAP9 COL4A3 SPZ1 SYNJ1 UNC5C GLCCI1 PACSIN2 SNRPE FBXL17 ZNF451 ZCCHC17 ZNF395 PHLDB1 PRPS1 SH3PXD2A EBF3 CCDC6 FAM149B1 PLPPR5 MBNL1 TVP23C CD58 ALPK3 SESN3 PPP6C ERC1 CCDC40 KPNA4 NFATC3 HMGA2 SFMBT1 MIR6842_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6842_3P ASCC2 AGO3 OSBP2 SLC44A1 MYL12A GLS OR2H1 GRAMD1B TRABD2B NAB1 GPRC5C FAM222B FAM205C FTL GUCD1 UBR5 PHACTR4 SEMA6C THAP5 IREB2 RHOQ VCAN RPP14 SEZ6 SULF2 ITGA8 MDM1 MBD4 LYSMD4 PLPPR2 MPI SUSD6 NUAK1 DRC7 BCL11A RERE SELENON ASPH RASGRF1 SOX12 ZNF329 ST6GALNAC6 FAM168A EFNB3 SCIMP TXLNB TUT4 TMEM248 ZNF618 MAP2K7 DAOA EAF1 ADCY1 SLC43A2 SRF SH3KBP1 RSPRY1 TBC1D16 FAM110B ADGRL2 MTFR1L SYT1 PPP1R3B CELF4 PPP1CB KLF6 MBD2 CEP350 SIX3 VSTM2L TEAD1 ZDHHC7 FLNA MYEF2 CPEB2 TRIM40 RAPGEF5 RASGEF1A CDKN2AIP AHCYL2 ARHGEF15 EIF4A2 RANBP9 CDC42BPA SCN8A MCUR1 ZDHHC14 AGO1 PLXNA4 ZNF316 NECTIN1 COBL MAGI1 PIK3AP1 SHROOM4 TP53 HSPB6 SOX5 CORO1C PCSK6 CBFA2T3 PCGF2 CYP21A2 SLC1A1 CLSPN XPO6 PTPRT KIAA0930 PLXNA2 ZNF7 GSKIP ERAP2 GARRE1 STOM RCC1L CCDC28A EFEMP1 ST8SIA5 PRR12 SDC3 SMPD3 CLOCK TTBK1 DGAT2L6 MIR3663_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3663_3P VSIG1 CLEC1A TMEFF1 SH3BP5L DNMT3B CNPY4 FKBP1B NID1 AHNAK CHL1 MLXIP MMP15 PTPN1 CMPK1 KDM6B SETDB2 SEC24D VIPAS39 PLEKHF2 FAM124A TBC1D7 FRMD4B P2RY6 AK1 POLE3 MYORG MRO COL4A4 SEPSECS LENG9 MSANTD3-TMEFF1 NIPAL4 RGS4 KCTD15 NFKB1 PAN3 CACNA2D2 CD151 RNF214 ZNF507 YPEL2 RIMKLB PRICKLE2 DLG5 LTBR MTX3 SET ADA CA3 RUSC2 ZNF783 OSBPL11 PLP1 AL589987.1 MINAR1 RAB5A ITPRIP TRAF3 COL22A1 SLC26A11 SLC25A13 ETV4 TOMM20 CASP2 TMTC3 ZFYVE26 DUSP4 COL11A1 PATZ1 TUBB2A CTDSPL2 BMF ZCCHC3 SNX24 TMEM169 FAM13B CCDC186 CHSY1 TKT SNRK SLC16A1 C16orf72 SIAH3 STRN3 RNF138 R3HDM4 CDC42SE1 MICB AP1G1 NNAT LAMTOR1 P3H4 KIAA0895L ADAMTS2 TRPV4 TMEM117 RAPH1 CRISPLD2 PPP1R13B ZNF516 THAP8 MAML1 PPM1E SLC25A53 FREM2 TMEM151B AIMP2 C1QTNF6 USP37 KLHL18 ZKSCAN4 INO80D ZFP91 DTX4 B3GNT5 RASSF4 GXYLT2 OXR1 SH3GL1 DCAF7 COL27A1 SIPA1L2 CREBRF LRFN4 SLC7A6 SPPL2B CDKN1A UNK TRIM37 POGLUT2 CCDC8 GID4 ALS2 C1QL4 CDC42 ATRN TET2 GRPEL2 ZBTB10 PGM3 GNB4 ANK3 EXOC4 LDLRAD3 MIR4685_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4685_3P CREB5 TAF1C VBP1 LTBP1 CDKL5 PRAME HOXA10 TRAF2 DDX3X SPATA13 TRIQK QKI PMEPA1 ROBO2 KLF12 ZNF135 PTGER3 RGCC NUDT13 ESRP1 SEPTIN6 ATG9A LYZ SAYSD1 GPR161 SLC22A5 UPRT ASIC1 KRT80 NUAK1 VAPB FSD1L EDEM1 ENPP3 NCAN ZNF71 APLN TMOD3 TACC2 EHF BARX2 EFEMP2 SRP54 DUSP6 CCR2 LRP12 RP2 CAPN15 RAB11A NTRK2 SMG7 EDN1 HNRNPUL2 BTN3A1 EOMES ZNF600 POU2F1 KPNA6 TIE1 TGFB3 ZNF506 TOB2 MS4A6A EPC1 ZNRF3 KAT5 RIPK1 ZNF780B TMEM242 XCL1 TAF5 DKK2 CSPG4 AP1AR ICE2 ZDHHC22 PHF23 DCC DTX4 NUP88 INTS8 KPNA1 NAA16 RECK FAM117B MAP1A TOX2 STYK1 KLHL42 NBN RFX5 CPD TOP1 PTHLH NDST3 ADCY3 FRMD5 ACSM2B RPL28 SNX31 RCC1 MAP4K5 DDAH1 ADRA1A TMEM121B SOX11 RAP2A PLCB1 ADCY1 SEC22B KIAA1210 S1PR1 AGO4 EPHA7 BMP2K ZNF384 STK38L TMOD2 KCNQ3 INO80D TRHR FNDC9 MAP2K6 SPEG HS1BP3 MAP2K4 CFAP97 HMGA2 MIR4645_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4645_3P MUC15 OLFM3 CHN2 GRM5 DPP6 ZIC4 ABL2 E2F3 NRG1 REEP5 RAN OXR1 MTMR4 MID1 WDR45B HINT3 MRNIP EDIL3 OR2H1 CPEB3 FLRT3 RHOA CPEB2 CYBRD1 RAP1A GRID2 ZNF45 SLC38A2 IL33 SCG2 TFAM MFF CCDC174 LINGO2 ERC1 TTPA SYNCRIP RHBDD1 ELK3 ZNF225 MACF1 STXBP5 CUL4B SLIT3 LRIG1 SLC35C1 YPEL5 SAMSN1 ATXN7 PDCD6IP TOMM70 CALM2 DPP10 PIGA GABPA ZNF257 MRTFB MAGI2 AQR PUM1 C2orf88 ACVR2A CLTC ENTHD1 TMEM179B TSTD3 DESI2 UBE3C MED12L HIBCH MEF2A ZNF681 USP43 NAA50 ZNF708 LRP12 GPC6 MBNL2 DUSP8 MPP7 RAPGEF3 MED13 OMG NOD2 LATS2 CSF2RB AP3B1 GMFB AKR1D1 UGT2A3 MYRIP ZFP91 SYS1 DCP2 WDR64 XDH NFYB ADO TTC7B ADAM10 CYBB MAP2K1 SMIM13 JADE3 NECTIN3 RBM44 XKR6 GLIPR1L2 SRPK1 RGS1 AKT3 MIR5585_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5585_5P KDM5D ZNF217 HARS1 UNC45B SLC20A2 AGO3 ARPP19 SUMO3 TBC1D3 FKBP10 SLC11A2 TBC1D3B CYB5D1 ROPN1 PURB B3GALNT1 AP1S2 ROBO2 KDM2B MR1 SRR PAFAH1B2 MAPK1 TBC1D3D FAM216A ACAD11 SLITRK6 ZNF615 SMIM8 ARMH4 TTPAL TTC39A FBXO41 CTSO APOLD1 ANTXR2 RAB6C MOB1A RAB6A TBC1D3K TTC39B SLC10A2 CLNS1A PIK3AP1 AUH DISC1 ARHGAP5 TBC1D3G MIP RB1CC1 LPCAT1 PHF20L1 XBP1 CAPN6 ATP1A1 RAB12 GRIA3 YME1L1 DDHD1 SASS6 LMAN1 FBXL5 EIF4E NCAN PKN2 BCAT1 ATPSCKMT ZNF644 SUCNR1 PDE8B PI4K2B GNAS FAM13B NRK HMGCS1 TFPI SNRK PDCD10 MED13L UST EBF3 RPRD1B PCCA LRAT SAP130 GTPBP10 RAB6D FAN1 FAM104A TOX SLC25A6 C1GALT1C1L AMDHD1 TFDP3 CA8 FLG2 CARD8 GRM7 FOXO1 TBC1D3L CNEP1R1 ENPEP CLINT1 ADRA1B VPS53 ERCC6L2 CLN8 CFTR BSN TOMM22 PZP WWP2 ILDR2 RTKN2 TVP23C DNAJC12 SLC24A2 XYLT1 TBC1D3I IRX2 RABL3 TBC1D3F SNIP1 CNTN3 TBC1D3H ZNF407 SEPTIN6 MCM9 CILP STK39 PPP1R14C UBE3B FAM24A RP1 GABRB1 FGF7 ITGB8 CFLAR MIR5007_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5007_3P TRMT1L CNN3 ZNF302 METTL23 ELOVL7 TMEM265 CADM2 CA2 OGT UTY FZD3 MPZL2 ZNF770 SLC10A7 PCDH20 RORA VLDLR VPS13C MICU3 SEC24B DCUN1D1 CCDC47 RANBP3 SPATA6 FBXL3 SPATA5 BCOR LMOD2 GAPT ZBTB10 IFT81 TAC3 PROSER1 SENP2 TRDMT1 RBL2 EDNRA TDRD15 STEAP2 SCYL2 AVL9 MRPL35 ADGRL3 SGIP1 TMEM35B GRIA4 SS18L1 TPMT SLC30A10 SIGLEC6 RBM27 DCUN1D5 RAI1 SLC19A2 MSI2 SH2D1A TMCC3 RBMS3 CES5A PFN2 GABRA4 HOXC5 C18orf32 TMEM30A ZEB2 ZBTB1 NEMP1 ABCC9 ADGRL4 MAGEB6 CASD1 AP1M2 TOMM5 OTUD6B RAB4A SLC7A2 CXADR LRP12 RPL17-C18orf32 PJA2 PREX2 EVI5 NEUROG1 STXBP6 SNURF ST8SIA4 PAK2 ADGRB3 CCSER1 HERPUD2 AP3B1 MYO15A CECR2 ZNF585B NLK ARHGEF33 CPNE3 AFG3L2 CCNT1 PTPRC SLC17A6 NLGN4Y KLHL4 RNF145 RANBP3L TMEM114 KCNH2 ZC3H6 SLC25A32 NPTX1 TBC1D8B PRAG1 STOX2 P2RY1 SLC33A1 LMO7DN PIKFYVE CNTRL CBLN4 ARFGEF2 HAPLN1 CXCL11 MIR2355_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2355_5P AGFG1 DNMT3B MEF2C ADH1C CACNA1E CBL PPIP5K1 CREB3L2 DHRS4L2 DMAC1 HNRNPR ICAM4 RBBP9 EYA1 TMX3 NF2 NEURL1B NEURL3 GGA3 TLK2 ATP1B4 ABI3BP STAU2 ZNF664 AFF2 FAM217B ZBTB4 GPAM FAF2 NT5C3A RHBDL3 LRTM2 PERP WDR20 NAXD TRAF7 SGPP2 KRTAP2-3 RFX3 NACC1 ERF PHF21A DIPK2B CHD8 RFC2 ZNF629 CERS2 FAM8A1 PRDM11 PAQR5 GATAD2B CFAP65 SOX6 SLC1A4 ZNF99 BTG1 TSR1 GPATCH2 DNAJC6 KLF3 DIXDC1 ARHGAP19 FZD7 WSCD2 BTG2 TRPM4 RAB5IF RASL10B TMEM30B KLF6 CHEK1 RAB27B PHF8 SLC22A23 PDCD2 DIAPH1 NBL1 AMIGO1 DPYSL2 PCDH19 LRRC75A MYO9A MRM2 TBKBP1 SPIDR WIPF2 NDST1 LMX1A AGO1 LHFPL5 ZBTB46 RAB1B CHD2 BCL2L2-PABPN1 PIK3CD TAF13 TMTC1 ARHGAP36 SMARCD1 DAAM2 KCNE4 EDARADD SH3TC2 TTBK2 STMN1 TIAM1 PHB2 MIPOL1 DHRS4 SGMS1 SRSF1 PRPS1 AHCYL1 SOCS7 FRYL TMEM132B ASPHD2 TNRC6B SIGMAR1 ZHX2 KCNIP3 PARVA IQCE TLR6 VASP PABPN1 ZNF189 MAP3K10 NR4A3 VMP1 ZNF354C DNAJB2 CLSTN3 MIR4693_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4693_5P WDR11 TCF12 TGM2 SLC39A1 ZNF302 CEP68 MEF2C ARHGEF7 GSR NR3C1 PRRG1 SSBP2 GLRA3 PRNP TSHZ2 LIMA1 SPRY2 JAKMIP3 GLCE PSMD11 DLX1 PATJ TENT4B WDR33 FBXW7 FOXP2 PRKN B3GALT1 FIGNL2 KCNN3 RAD51D HTR2C ZBTB20 APC PAM ANKRD12 RAP1A C1D HECTD2 PTPN13 CNOT6 REEP1 RHOQ XRCC2 SLC26A7 BPNT1 HDAC9 ZPLD1 CACNA2D1 PSMG2 TIFA ARID1B ABHD18 SLC39A14 GOLPH3 UGGT1 SNAP25 ZFP36L2 ZDHHC11 CDYL2 TMEM220 ZIM3 BACE1 CCNH ARIH1 DGKA ATXN1 ZNF644 RBM4 PROS1 PCDH9 ADCY2 PCDH8 SAP30BP ARPP21 LMO4 CLCN3 CHD1 RNF2 PCSK6 PCDH7 MED13 KLHL36 KNG1 PNISR SEC62 TNRC6B MECR MAP2 PLEKHA3 TRIP13 TRIO ARL5B NHLRC2 GALK2 KANK1 RNF180 DUXA ANKRD34A NPTX1 VWC2 KAT6A TMEM215 MFSD14A IGFBP1 PPFIA1 ZC3H12C DMD DENND4C MIR6891_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6891_5P MAX PRR13 CBL CELF4 ZBTB7A SLC9A5 SLC24A4 RUSC1 AURKA PTGER3 CORO2B UHRF1 ARPP19 PHACTR4 RNF125 MYO6 CEP170 PIM1 ZKSCAN1 C2CD5 LGI2 ABLIM3 EGR3 KAZN CDYL2 EPM2AIP1 SMG5 RAB8A SLC25A35 PRTG PICALM ZDHHC9 SEMA3F RIMS3 SORCS1 CLUL1 VAV3 APOBEC3H CD55 RGPD5 CLCN3 FAM160A1 PYCR2 APH1A NOVA2 TMEM184B NWD2 HYAL4 PLEKHS1 TRIM67 GMFB HNRNPH1 MECP2 PPP6C SNTA1 FKTN MYO1D FCHSD2 G6PC ARID1A MCU RBIS STK40 SHISA6 LCE2C UBR7 TAOK1 SPOCK1 PCDH19 ZNF391 MIB1 UBTD2 SOGA1 PAFAH1B2 PRH2 ZPBP2 SNX16 ATP6V1A RNF5 RELN ARMC7 COBL YIPF6 TMEM35B TOPORS AUNIP VSX1 FBP1 OXSR1 RETREG3 CHD4 PPP1R16B RGPD6 GSPT1 CFLAR SON TACR1 EN2 CNOT6L RUNDC3B VAMP1 RTKN2 JCAD FRYL EPHA7 MEF2D TOB1 KMT2A NRM VAX1 ZNF444 RGPD8 NUFIP2 USP32 UBE2Q1 OSM LRRC70 KAT6A NHEJ1 SDK1 MAL2 DNA2 MIR4287 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4287 CREB5 TAF1C VBP1 LTBP1 CDKL5 PRAME HOXA10 TRAF2 DDX3X SPATA13 TRIQK QKI PMEPA1 ROBO2 KLF12 ZNF135 PTGER3 RGCC NUDT13 ESRP1 SEPTIN6 ATG9A LYZ SAYSD1 GPR161 SLC22A5 UPRT ASIC1 KRT80 NUAK1 VAPB FSD1L EDEM1 ENPP3 NCAN ZNF71 APLN TMOD3 TACC2 EHF BARX2 EFEMP2 SRP54 DUSP6 CCR2 LRP12 RP2 CAPN15 RAB11A NTRK2 SMG7 EDN1 HNRNPUL2 BTN3A1 EOMES ZNF600 POU2F1 GATAD2A TIE1 TGFB3 ZNF506 TOB2 MS4A6A EPC1 ZNRF3 KAT5 RIPK1 ZNF780B TMEM242 XCL1 TAF5 DKK2 CSPG4 AP1AR ICE2 PHF23 DCC DTX4 NUP88 INTS8 KPNA1 NAA16 RECK FAM117B MAP1A TOX2 KLHL42 NBN RFX5 CPD TOP1 PTHLH NDST3 ADCY3 FRMD5 ACSM2B RPL28 SNX31 RCC1 MAP4K5 DDAH1 ADRA1A TMEM121B SOX11 RAP2A PLCB1 ADCY1 SEC22B KIAA1210 S1PR1 AGO4 EPHA7 BMP2K ZNF384 STK38L TMOD2 KCNQ3 INO80D TRHR FNDC9 MAP2K6 SPEG HS1BP3 MAP2K4 CFAP97 HMGA2 MIR4720_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4720_3P TMCC1 CREB5 FCGBP OTP GRIA2 ZEB1 NDRG4 SH3GLB1 EYA4 CDKN2C ATP11C KLF4 CDH10 VLDLR KALRN PTPN2 MMS22L DUSP1 WDR41 OTULIN LRCH2 DSCC1 CCDC47 PHTF2 REST FCRL2 PRDM8 TBL1XR1 SNX1 SLC25A30 ARMC9 SUZ12 TET3 TTC39C GMCL1 XPO4 C1QTNF7 SLFN11 ARHGAP6 LIN54 YEATS4 SCUBE3 SGO1 TAF4B SLC7A9 SRP68 YIPF6 TBX18 DCLRE1B EXOC1 CELF1 OSBPL8 CSN2 LAPTM4A ARL4C YPEL5 FSD1L SAMD12 GDF11 ZDHHC17 IGF2BP3 ADAM20 SPRED1 AEBP2 ZNF655 TRPC1 DCUN1D3 ZBTB18 TXNRD2 KCNB1 ACADM DUT CNIH1 PF4V1 GNG11 RIOK2 HNRNPH3 SEH1L ARG1 TIA1 CPSF6 TRIM9 PLCH1 MEGF10 BIVM DELE1 LRCH3 KYNU SLC2A13 HERPUD2 SRSF3 COX15 PCDH10 MDGA2 INO80D DLC1 VAT1 MCMDC2 ICOS COL19A1 NHLRC2 USP9X PDS5B MBNL3 STK4 MCM9 BLOC1S3 GPR137C DSG3 LRRC4 TMEM123 PLXNC1 FH TYRP1 MIR216B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR216B_3P OCIAD1 NTRK2 ADNP ASB5 ELAPOR2 XPO7 ITGA6 RSBN1L TANC2 RFX4 FGD4 ELOVL5 KDM6B KALRN NCAM1 TENT4B ZNF117 TRA2A CTNND1 EDIL3 ETNK1 ZNF605 CCND2 N4BP2L2 ELAVL4 RAB14 TSPAN6 HORMAD2 MATR3 ATP11A ATP6V1A ZFP90 TTC39C LMLN CNOT6 VDAC3 GXYLT1 LINGO2 UHMK1 FANCI UGT2A1 TP63 PHF14 DTNBP1 FIGN PNRC1 ELAVL1 CD2 CCR9 KCTD10 PTP4A1 CTNNA2 GASK1A SRL CUL5 PRDM2 CCNK RAB39B RPGR C2orf49 CSTF1 RAD51C KIAA1217 TMEM255A EIF2AK3 ZNF257 ARIH1 C1QL3 AASDHPPT SLC43A2 CRBN KDM2A ZNF98 ABHD13 ZNF506 ZNF850 FAM122B TMEM108 RLF NHS PPP6R3 UGT2A2 POTEA ZFX ZNF681 CDKL3 SNX30 KHDRBS1 BNC1 BRWD3 NSUN7 PCDH18 P2RY13 YY1 S100A7A BIVM DIPK1C FAM122A PURG ABCB10 PHKA1 MAP3K5 PAFAH1B1 TIMM8B SLC7A11 ATF7IP ADAMTS8 PPP1CB MRPL47 RPS6KA5 RNF115 TMED3 CELF4 BCL6B NUFIP2 SLAIN2 CEP350 TAOK1 ZNF189 PCYOX1 NXPH2 CHUK FBN1 GPR137C ID4 BMP2K SOWAHC PTGFRN QSER1 EPDR1 MIR143_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR143_5P ESRRG SIX4 ZNF85 ASF1A DDX3X RALGPS1 MIER3 ANKRD11 KBTBD2 SGCZ GLCE KDM2B CARD10 SNX3 MAP3K7CL LAMP1 ZNRF2 ELAVL4 STMN1 MR1 HBS1L ZNF138 TAX1BP1 CADPS IKZF2 PPP2CA PDX1 RHOQ ISL1 HIF1A TTC38 RAP2C RORA SCN5A EOGT C12orf4 POLR3D LARP4 PTHLH NUAK1 LRCH1 CITED2 ARID4B FEZ2 RC3H1 THY1 ZBTB18 BSPRY WBP11 RAD21 FAM111B ZNF493 GPR85 MAP3K11 DPH3 CDK14 CRYBG3 ABHD10 MAP3K12 MAP3K4 PDS5A ZNF460 TEX2 ADRB1 BTN2A2 UBE2Q2 SLC49A4 THRA VWC2L ERP27 TFDP1 CORO2A ZNF780B ZNF626 MAP3K20 RAPGEF6 TEAD1 C5orf24 ZC3H12C KIAA0319L TFB1M FAM126A MKKS KPNA1 MMD NPLOC4 KCNJ2 MAT2A ABCG2 MINDY2 SELENOT MAP3K2 HIPK2 ADRA1A SUMF1 TOPORS LAPTM4A RAB12 HAS3 FMR1 PRPF4B VSNL1 SACS G3BP2 EMC2 MPHOSPH9 NELL2 SKIDA1 SLC7A2 NPNT SATB1 LY9 RBPJ ARL8B DYRK1A FAM81A TMEM260 STRN BTBD2 PTPN4 SESN3 RNF44 SPTBN1 USP14 PCNX1 ESYT1 CASK CDK12 TPPP HMGA2 MIR215_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR215_3P MASP1 ADAM22 CTCFL HIRA SGMS2 CUL2 FAM98C MAMLD1 SAMHD1 SIX1 SFXN1 LMO2 MOSPD2 GNAI1 RIMS1 C7 CD46 SFMBT2 FLI1 ZNF326 MINDY2 FRG2 TENM1 GLYATL2 P4HA1 ENPP2 ZBTB10 TBL1XR1 NR4A1 CACYBP TMPRSS5 SLC26A3 GNA12 TNFAIP1 SPC24 RNF103 CNTNAP3 TTC7B LRRC23 WBP2NL MRPS36 MARCHF1 PRR11 PIAS3 DMD ZFAND4 CCDC58 SCPEP1 LPCAT1 GUCY1A2 ZRANB3 LRRFIP2 NFS1 EPHB1 ATP8A2 TFRC SIVA1 CCDC122 FKBP7 RGPD6 CHST9 ARIH1 PTER METTL15 GRID1 SIRT4 EIF4H SLC25A36 ZC3H14 PCDH9 CHSY3 XKR4 PPARGC1A OPN5 PDE8B CEP135 RNF169 OTUD6B CNOT6L FAM168A TDG NRARP WDR43 GPATCH2L BTN3A3 GTPBP10 ZC3H12D TMED7-TICAM2 SLC9A2 ENOX1 SELE EREG PTPRG ZNF684 RGPD5 SLC26A4 DYNC1LI2 FRG2C GLRA2 ZBTB6 PSMC6 CEP44 BCL2L10 KIDINS220 UBE2B SLC9B1 NFIB RGPD3 CPEB4 ZBTB24 STRIP2 CNTNAP3B RGPD8 RERE SNAPC3 GCC2 USP9Y SEC23IP TICAM2 RGPD4 TPK1 NEGR1 ZNF780B NPY2R TMEM242 PTCHD1 TRIQK ZNF665 TEAD1 C5orf24 KCNH8 NCL C17orf64 HMBOX1 PPFIA1 C8orf37 LRFN5 SULF1 SFMBT1 MIR6760_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6760_5P RGS5 HOXA10 ADAM19 ARL4A PGBD2 CREB3L2 CACNG6 PHF24 ANK1 DLST GPATCH2L CORO2B FRS2 TMEM9 SLC25A44 TP53I11 SLFN12 MAPKBP1 PNN IGF1R STAMBP AKTIP ZCWPW1 KIN CNKSR2 GNAL RAP1GAP2 IGF2BP1 AGO1 RABEP1 BACH1 ABCB8 ANKRD22 CHIC1 MPIG6B PRRT2 LHFPL3 COL11A2 CERS2 RSPO4 STAT6 CAPRIN1 GID8 STARD9 TIPARP ATF7 ZNF774 CNOT4 KDM5B HS3ST3A1 NOVA2 EGFR NFAT5 CHPF GIGYF2 FBXL7 RAB2A REL FAM155A MICAL2 WDFY3 ZKSCAN4 FGF2 ARHGAP19 CEACAM5 GOSR1 UMOD PCSK1 CTCF ADIPOR2 CHORDC1 TRIM3 GJA5 SPINK14 ZMIZ1 SLC25A17 FAM98A DCAF8 INSL5 ANKRD45 HIPK1 SOGA1 WNT8B TBCEL ZFP36L1 VTI1A KLRF1 TPP1 CALHM5 EFNA5 RPGR NCOA2 DMBX1 MYRF DMRTA1 GMNC BAZ2A NXF1 OSBP DACT1 SEPTIN3 CLEC4G KCNIP3 SLC17A7 ICOS VCPIP1 FAM171A1 UBQLN4 PAWR NPTX1 DDB1 MED1 CHST14 DLG2 TMEM120A MIR6134 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6134 AGFG1 PPM1M AHNAK2 SLC8A3 NIPAL3 FAM155B ARL4D MLEC IL17RA C1QTNF1 PITPNM2 DPP9 NBR1 ERCC3 SLC41A1 ZSWIM5 HSFY2 LOXL3 LSM12 SEPSECS MBD2 GLIS3 RAD54B ITPRIP CCDC88A TIMP3 IL12RB1 HACE1 OVOL1 HMOX2 CFL2 NEURL4 VPS13B OSBPL11 NSUN5 DUSP18 KRT80 HMGB3 CCNYL1 LMLN C1orf21 TRIM39 FAM53B FIBCD1 HSFY1 SP3 CHD5 RIMS3 SLC45A2 ALDH7A1 DGKA NTRK3 ANKS1A ELOVL4 EFNB3 PNKD ELFN2 HYDIN POMC ATF6 NAMPT ZNF618 HS3ST5 CCDC97 TMEM198 EPB41L1 ALS2 MORC2 RMND5A HIF1AN RNF8 PPP2R1A UFL1 HBEGF SQSTM1 KCTD1 ARID1A STMP1 B9D1 SLC22A23 CAPN12 CLRN1 SHOX EVA1A SLC2A3 SLC30A4 RNF150 COMMD10 REG3A SOGA1 CHP1 MLXIP APBB2 CA10 HAX1 PLXNA4 NECTIN1 SLC38A2 TAF4 CHKA CCNE1 ZZEF1 FSD1 MLLT6 RGS7BP RHBDF1 LRRC19 PCGF2 MARK1 CCDC28B H2BC21 NPAT TMEM200B USP49 TTC28 LY6G6C ANKRD50 SLC5A6 SMAD2 PARP1 BPNT2 XPO5 GARRE1 AMPH SNTB2 FNDC9 MEP1B S100A11 TXNRD1 NUFIP2 PDS5B STK4 TNFSF12 ZDHHC6 MIR4777_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4777_5P LILRA1 PLCB3 FOXO3 GNAI2 FBXO3 CACNA1D PPP4R3B MCUR1 CFLAR CHRDL1 RORA RMDN3 KBTBD2 GLCE SEPTIN2 HIF3A LRRC6 KLF15 SP100 KCNN3 TMEM50B DAZ4 C4BPA NDFIP1 SEMA6D STYK1 NXPE3 CYGB PPP1R12A ENY2 RAB14 G3BP1 SUZ12 KCNJ14 TET3 SRP14 BEND4 PIK3CG OR12D3 TTC39B UGT2A1 STK31 CPPED1 GFI1 COG6 PLAAT5 MAP4 TMEM168 PHYH IFT80 DIP2A NIPSNAP3A CCR9 TMEM161B VTCN1 GPAM ELOVL6 GYS2 RAD9B TMED5 XAF1 APOL6 MIPOL1 ZNF644 DCAF10 CHMP1B SLC1A3 CYCS CCDC172 SCEL PCLO MED4 TADA1 KLF10 ACADSB C14orf93 SPTBN1 UGT2A2 NAA50 PGGT1B NMT2 MYNN FMO2 ZBTB2 UBE2D1 ABRA JCAD ZNF80 DAZ3 FAM199X ZBTB8B EMC1 CNOT4 C1orf185 DAZ1 VDAC1 ENPEP PAFAH1B1 RAD51AP2 NIPSNAP3B GIPC3 WDFY3 DAZ2 PRRC2C SIGLEC8 PDE12 MMUT SCML2 NEGR1 PRPF38B CREBRF SMIM15 RDH10 TMEM123 CCDC189 MIR140_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR140_3P MBTPS2 AFF4 TMEM159 CEP85 FAIM GPX8 LILRA2 RRAS2 HIPK3 CBL NDST1 NDC1 CHL1 PEAK1 TMEM254 RASGEF1B VPS13A SIM1 ADCY9 IREB2 CCDC198 KMT5B DCUN1D1 ETNK1 CTNNA3 RNF130 PRMT2 BACE1 IDS PLPP3 DNER WDFY1 OTULINL CTCFL NGRN PDE6B PTGDR CDC42EP3 ZNF20 GOPC DOCK9 STAG2 IQCJ-SCHIP1 NFYA ELOA TRAK1 PRDM10 UNC5C TRIM33 ADGRE2 ZNF772 SGIP1 ASIC1 GPR158 HOXB5 PCDH17 CCNT2 SDC4 ZNF594 NAALAD2 CXCL11 FANCF LHFPL2 ITFG2 IFT57 HPCAL1 VANGL2 SPRED2 POU2F1 RAB1A DNM1 BAHD1 PMS1 PCDH8 UBAP2L ACSS1 ATP6AP2 NONO FGF9 FBXO33 CCNJ CASD1 GPATCH2L ADAM10 TTYH3 CAPRIN1 RAP2A SIRT1 HSDL2 CEACAM6 MRPL15 AP4M1 USP49 EIF4EBP3 YWHAG SOBP STK17B CXCL8 TAB2 USP6 ANAPC1 SERINC5 SLC1A4 SLC7A1 FDXACB1 RAB8B ATXN7L3B ARHGAP17 ZNF131 ZC3H7B SMCR8 SNX25 DENND6A ATF7IP ANKHD1-EIF4EBP3 DDX39B SLC6A13 BSN DTX4 ZNF584 CCDC173 OLIG3 GIT1 MARCKS HECA NOVA1 IQCJ DNAJC24 PPP1R3B MVB12B ITK SMARCA2 PLEKHG3 ZC3H6 SLAIN2 CAND1 MAP3K20 RBFOX2 RICTOR SMIM13 UBQLN2 ACVR2B CCDC191 KIAA0232 MIR5004_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5004_3P ITGA4 ENSA AFF4 PCSK5 ADH1C GSDME CBL SLC4A7 CCDC141 HOMER2 MTMR4 ANKRD13C PCDH7 CHL1 BNC2 PRMT9 ELOVL5 SH2D4B PER3 GALK2 UBE4B TBL2 FGF13 IGFBP7 THRSP CROT SPON1 CEP43 IPO7 METTL8 NEO1 ZNF197 ABL1 PPP2R5E SORCS1 GNAI3 TES GPR171 ABCC4 COL8A1 SPARCL1 WAPL IQSEC3 LMLN ERC2 KCNT2 CAPZA1 CBLL1 SLFN5 FAM131B VAMP7 ACSL4 FKBP5 ZNHIT3 ZBTB34 BBX KIF13B SHOC1 FSCN3 DNM1L EIF5 ZCCHC14 PHACTR2 C11orf97 RBMS3 CNOT7 GSK3B UGT2B17 PBRM1 DOK6 ASH1L CBFA2T3 ETV3 ACTR3 RPL34 RBAK ACADSB SYT4 TMEM170B DAP DUSP6 GORAB EN2 TTC29 CHD1 ALDH6A1 ONECUT2 MRPL43 ZNF720 SEC22C SPA17 ZFHX2 SLC18A2 KCNJ6 SESN3 CLEC3A TTC37 KIF26B NRAS AP3B1 LRIF1 OSBPL6 FXR2 PHOX2A CASP1 VIRMA APOBEC4 PGM2L1 SREK1 PPP1CB EHHADH DPY19L1 MARVELD3 NHLH2 PLEKHA1 TTF2 ELK3 ZNF714 ADH1A C14orf28 KLF9 ARID2 GPR183 LIX1 ZNF22 RPS6KA2 PIGM SLC27A2 POU2F1 RNF138 CCDC177 KCND2 ZNF208 HAPLN1 SRGAP2 MIR887_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR887_5P C2CD6 ILF3 TUBB WASF2 MBNL3 CARHSP1 COG8 RNFT2 NAT1 STX5 PTBP3 SPATA6 KCNH5 HS6ST2 METTL8 IKZF3 GPATCH2 NFIC PRSS27 ANKRD17 MYO5A IGDCC3 ARID4A ATP1B4 MIP SYT14 TTLL10 GUCY1A2 LUZP1 SRRM4 SLC66A1L EBAG9 DDX6 CDK8 ARHGAP9 SLC36A1 MTCH2 ASPH IFI27L1 PPDPFL MKX GAGE1 ATG16L2 SLC16A1 YWHAQ CBX5 STAT6 SPI1 MAGEB2 DUSP19 MAML1 ZNF275 PLEKHS1 RAB37 SUCLA2 CCDC28A-AS1 C1orf105 MPPED2 CDADC1 CREM APOBEC3F KLHL5 TSPAN12 ISL2 TAOK1 SPHKAP KIAA1549 SYP ZNF569 MKKS CLIC5 MXRA5 SOGA1 CHP1 CDC42BPA FRMD4A TENM4 TRIM32 GAGE12D FER MLLT6 GPR158 CORO1C SMDT1 VSNL1 MAPK10 BAZ2A ADAM30 UBQLN1 EEF2K PTPN21 SKIDA1 HOOK3 GPC6 PDF KRT222 BTD LURAP1L PLEKHA5 SNAPC3 RPS6KA5 HNRNPL GPBP1L1 KLHL4 FAM117A TNRC6A TECRL MIR3179 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3179 ZSCAN30 PPP1R1B RNF34 STK10 SPATA33 CUL2 TMEM145 SP6 MRPS18C MRPL4 ZDHHC3 TRIM22 ZBTB20 RFTN2 TCP11X2 WTAP FCER2 PTPRD SINHCAF ATP1A3 LYZ TP53INP2 SYNGAP1 NTRK2 SUPT3H TRAF3 TCL1B KLHL8 GANAB SMG6 C1QTNF2 GAS7 DET1 CENPO BTRC GTPBP3 CTDSP2 SRP68 TLCD3A SRCAP PIP4K2C EIF1 RAPGEF2 C19orf47 WDTC1 NONO TOR1B STX1A MAF PNKD TSPAN5 IKZF4 SBNO1 RARG VAMP2 KLHL9 PAK2 ATP2A1 RILPL2 EHD1 TSR1 SSPN TPTE SRF AFTPH KCNC4 HIF1AN FGF12 UBE2D2 CELSR2 ZNF691 GPR173 SCNM1 HDAC5 PTPMT1 C20orf202 ATOH8 PPP3CB TMEM127 CCR5 TGM2 KLHDC7B TLE3 ABHD4 ALG8 XKR6 PCP4L1 PPP4R3A SOGA1 EFNA3 PAFAH1B2 ANGPT4 DAAM2 RERG ARL3 CLEC4D FAM102A PCDHGA12 PBX1 DSEL SZRD1 NYNRIN CCDC85C CLVS2 USP49 SOX14 ST20-MTHFS RNASE3 FBRS SEC14L4 SUMO2 RPF1 NIFK PADI1 NMD3 JOSD1 RNASE2 C2CD2L MTHFS RIMS4 AAK1 ZNF585B ANKRD52 P2RY4 TAS2R1 TRIM8 TFAP2B SCRN1 CCDC114 CAMK1D FBXO42 LARP1 MIR1264 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1264 LARP7 AGFG1 SIX4 TMEM170A C5orf47 CIAO1 CADM2 HIPK1 HIPK3 OGT PPP3CB UBE2D3 TSNAX CGGBP1 LRRC18 RNASE4 ANP32E PDXDC1 CD83 TTC17 CTNNA3 ZFAND5 BIN2 F2R LRRC7 NCOA7 SYNE2 KCTD5 DIO2 PAN3 VEPH1 ZBTB14 CPSF7 DLX5 POFUT1 BRCC3 IKZF5 GGNBP2 DOCK9 PLAG1 TASOR ZNF559 RAP2B HERPUD1 LUC7L3 SLIT2 TTC8 OAS3 SYNJ1 TESK2 PSD3 IGF2R CANX ATP2C1 C6orf120 TC2N CREBZF NUDT5 BRD1 KCNA1 DCUN1D5 GMPR CAMSAP2 RPGR ZFPM2 STAC UXS1 TTLL7 WDR36 GNAO1 CS FBXO38 RAD21 C2orf88 ACKR3 QTRT2 DYNLT3 VGLL3 MREG ZFP42 RNF138 PAPPA2 ITCH LANCL3 PSEN2 SMAD2 THSD7A PLD5 KCNG3 TEF LIN28A ATP1B3 DNAJB14 SRSF12 AAK1 BMP2 ARHGEF33 PPP2R5C EPC1 USP42 HECTD4 CYP24A1 IGSF3 IFT43 PTPRJ HNRNPDL DMAC1 FRZB UNK KCNN2 NR4A3 SCAI SCN7A NRXN1 NFATC3 TIMM8A TECRL TAFA2 PURA MIR6504_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6504_5P NUDT15 SIX4 RSBN1L CRIM1 MMD2 TMEM178B PCDH20 PAX5 SAV1 ADD1 HEMK1 ZNF582 LEXM IL1R1 LDLRAD3 CMTM4 TNFRSF25 FYCO1 ODR4 MRPL52 DKK3 KCNN3 ZBTB3 ZNF782 CACHD1 PRDM10 SEZ6 AP1M1 PRDM4 LEMD2 TBL1X AGO1 ATP1B4 PRR15L CA10 PIP4K2B ATP10B TXNIP LRGUK SH3BGRL3 RASSF8 LMX1B BMF FBXO17 SORT1 DNAJB9 SLC36A1 CLIP2 MYH9 ZNF850 EIF5 UBIAD1 JADE2 ZNF544 FAM107B PNO1 CCDC186 ZNF12 MFSD11 R3HDM4 SPRED2 ZFAND3 CRY2 STK38 KCNK9 BTBD6 ADCY1 SLC26A9 TBC1D16 FZD5 EDAR EVC GABRB2 JPH1 SLC4A8 CNOT10 DDX3Y MECP2 TCEANC2 LZTS1 AREL1 GLDN WASHC4 ARHGAP21 RHOF SRGAP2 CLOCK BAG4 ZNF471 TANC2 NDST1 REPS2 CLIC6 CNN3 PAN3 UBE2QL1 HNMT BAIAP2L1 P2RX7 NECTIN4 DHCR24 HSPB6 ZNF37A ELP5 CAPN6 ZNF74 GALNT10 GPN2 VPS4A SLC26A1 OGT IGFBP5 PHLDB1 PIK3R6 CLASP2 APPL2 IDH2 PIK3CB PPP3R1 AP1G1 ANKRD36 PLXNA2 TBC1D2B JOSD1 VPS33A TFCP2L1 R3HDM1 AAK1 RHOJ TRAPPC3L KLHDC3 MSRB2 ZNF747 PTPRJ PPP4R2 SMURF1 SUMF2 NR4A3 TMEM245 CSNK1G1 PTPRT HMOX2 MIR1343_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1343_5P NHSL2 TAB1 FIS1 GRIK3 WNK3 TMBIM1 GRN PAX5 COL5A3 BTBD9 HECTD3 LOXL3 COX10 SLC25A45 TRIM3 STIM1 CAVIN1 KIF1A SPTB RARA IQSEC3 KRT3 PADI2 NFIC SYNGAP1 BARHL1 CD4 CSNK1A1 CTIF SCARA5 PRKAR1B SP6 TWNK ZBTB4 SPATA31C2 PRX SLC9A3R2 NFASC CLCN7 PROX1 CIB2 SCN4B PPT2 PEAR1 MPIG6B NACC1 NOS2 SLC34A2 UBIAD1 RIMS3 LRRC25 ALDH7A1 LSAMP FAM124B ERAL1 C17orf77 SIAH3 CDKN1A TAL1 KLHL3 VAMP2 NOVA2 EPB41L1 TNF PFN1 SCN4A NAAA GPD1 TBC1D16 VAT1 PIRT PA2G4 DENND6B FOXP4 SHISA6 C3orf18 CDK10 CSPG4 TEAD1 MECP2 PDZD7 NCDN SOGA1 PRKACA RPS24 CDC42BPA FBLN5 USP22 RIMKLA POLE3 RNF130 NGFR HS6ST1 RAB1B DHRS11 NDST3 DAAM2 KDELR1 CDR2L ETV4 OLFML2A C20orf203 SPINDOC CBX7 LCN1 SH3PXD2A RPS23 UBE4A ARID3B MN1 TIMP2 MYLK2 GRM4 SCAMP4 TRIM66 KRTAP10-5 LNX2 IFT140 S1PR2 ZNRF1 SRGAP1 SFT2D3 HLA-DRB1 BCAS1 FAM193B MIR3154 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3154 CD84 BCL2L13 SPATA33 C20orf96 SCAMP5 SMAD3 MEIS3 LINGO1 UBE2L6 CDK2 SKP1 ZBTB20 NPL GPAT2 GRIN2B PPARG FAM76A TP53INP2 URM1 LIN54 CMTM7 RORA HMGN2 NRXN1 CCT6B SPRY3 EVI2A CLIC5 NFIX FHL1 COX15 KCNQ5 TERF2 RAD51C ASCC3 CAMKV ZSCAN9 FEZ2 CALCA KIAA0513 FAM181B NUP43 CTSC CES4A RUNX2 SRD5A1 TLK1 NOVA2 RBM18 GIGYF2 POU2F1 ADRB3 RSPH3 ZNF697 HIPK3 NAGA C1orf226 CTCF ARF3 KMT2C MECP2 ZFP28 SOX8 CCDC191 CPEB2 NPEPPS ACP7 MED20 DPF2 GML CCR4 SORCS1 PIANP TRMT5 POU2AF1 HCFC1 ZNF783 ELAVL1 TTBK2 APPL1 SOCS2 TRIM5 HOXB8 GGA2 NINJ2 TMEM170B PPP1R11 CNTNAP2 SPTSSA ARMC3 SLC25A15 SLC31A1 TFCP2L1 SLC6A19 OST4 LURAP1L INO80D EVA1C ZNRF1 MBIP KMT2B SRP19 EPB41L2 ZNF219 POU3F4 CAMK1D KY ZSWIM4 RBM8A CLOCK AFDN SFXN3 CDC42 CCNG2 LARP1 MIR4314 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4314 IPO5 GUCY1B1 AFF4 DIP2B JAK1 CCAR1 MARCHF6 SLC30A7 MTMR1 C21orf91 GPATCH8 VPS13C CCDC14 WNT7B KCNMA1 ZNF3 BBX KIAA1841 GREM2 GRAMD1B KPNB1 SMYD4 ITGB3 COL6A3 OPA1 CENPU ATP1B2 TIMP3 LHPP SP1 SULF2 PRDM5 PCDHB7 GRM5 SPRY3 ZNF70 IRF2 FRMD5 ZNF687 DCAF10 APOBEC3B PEX11A AKT1S1 THPO CDH7 CAMK4 SLC6A11 WDR31 GNG11 VPS26C ABHD10 GABBR2 APBA1 ADAM29 PKDCC HIC2 FSHR PTP4A2 SYT14 RRNAD1 TTC30B KLK5 AFF1 EIF4E ADH1B CPEB1 SPIN4 CYP1B1 ILDR2 TRIM49D1 MS4A6A CBLN3 PKIA ICOSLG COQ10A SEL1L CFAP77 ETS1 SPHKAP DNAJC27 SPOCK1 CCNT1 TRIM49D2 TEDDM1 MYCL PLA2R1 BRI3BP FAM118B FAM120C SYN2 ZNF134 CBY1 COPG2 QKI PRDM6 HIPK2 SPATA5 WNT8B GGT7 LIN52 ABHD2 WDR72 PLEKHG4B TMTC1 SYNPO2 CACNA2D1 SH3TC2 CTAGE1 LPCAT2 CD3G VANGL2 RAVER2 NLGN1 NIN DDX31 RAB3GAP1 SYN1 SLC7A14 AGAP1 ZNF366 ZNF124 ARHGEF6 ARL8B ZMYND12 ARHGEF33 TMEM80 ZFP3 FNDC9 PIK3C2B CDC23 NDUFB4 FABP7 PDS5B POU4F1 GIGYF1 POFUT1 CYP2E1 FOXN1 MIR1304_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1304_3P KLK11 NRN1 FAM155B NR3C1 CD109 FAR2 THRB SOWAHA KIAA0586 THUMPD2 CARS1 VPS33B F2R SCP2 ITGB3 TAFA1 USP50 CNN3 IL1RL1 CENPK CHM PRICKLE2 HMGCS1 KIAA0232 EDEM3 DNAJA3 ORAI2 CALHM4 ASCC1 CERS6 KCTD18 ZCCHC3 HTR2C ELAC2 SLC19A3 IBA57 PNPLA3 NHS LMCD1 PDE3A STARD3NL PGM1 VPS37A SMIM19 APBA1 DNAI4 ATXN1L COPS7B FAM227A FAM120A ANAPC16 CDC42SE2 MAP3K9 ZMYM3 MED6 CEP57L1 ZNF177 ZFP91 PIGG CREM UNC5D NXPE3 STARD13 HLTF ABCA9 DMRT2 NFATC4 MFSD14A FRMD5 ZER1 RRP7A ADH6 FZD3 FOXI1 PLPBP ZMAT4 PPP2R5A PARD3B BMS1 TDRD15 GBP7 GPR158 IL1RAP PCDH17 ZSWIM6 DKC1 SERTM1 SLC7A2 IRX3 TRIB1 NOTCH2 RNF138 MAP6D1 KCNJ6 SCAF8 C17orf107 AAK1 NLK TRIM10 ARID1A TMEM260 MAPK6 ZNF596 STT3B PAGR1 CACNG8 TYR ZNF559-ZNF177 ZNF354C TMEM8B PTGFRN CCNG2 MIR4302 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4302 SIX4 TSEN34 ITPR2 KLF4 PIFO FAM189B SLC5A9 KAT2B ITGB1BP1 PDCD10 HEYL DAZ4 LZTS2 PAXBP1 ELAVL4 FSD2 ZNF121 BUB1 LRRC10 ZNF426 ACYP2 ZNF544 SLC2A8 GAB3 CD46 ZNF559-ZNF177 ABI3BP PGAM1 ZNF559 MAP4K3 KCNK3 TARS3 CXXC4 CREM SREK1 EYA4 STAC MAPK4 DDX46 POLR2J2 CDH12 SP3 QTRT2 OSBPL8 ZBTB8A ZNF329 PDE3A ITGA3 PRDM11 CHD1 PNKD POC1B-GALNT4 FBXW8 TWF1 AKR7A2 FGFR2 PCM1 SMG7 KMT2E CHCHD4 PTPRG RUNX3 DAZ3 FABP2 POLR2J3 DAZ1 PDS5A NCR2 MAP3K5 CECR2 ZNF75A ADAMTS6 HIPK3 EPAS1 FGD6 TBX15 GALNT4 COCH MSI2 DAZ2 MAP3K20 KCNK10 TENT4B NKAIN2 PHF6 INPP5A ARHGEF11 NR1D2 KCNIP4 STXBP1 KIF5A KLHL29 NREP ZNF587B SOGA3 STAM ABHD17B CDK6 ERLIN1 ZNF844 YOD1 KATNBL1 PPDPFL TPMT TBCC CYP46A1 RAI1 FZD6 ZNF763 PLXDC2 SH3PXD2A RNF38 THBS1 PSMA7 EBF3 INHBA ROCK1 ZFP90 GOSR2 PLXNA2 SHOC2 KIF13A ZNF773 RPS6KA3 DENND6A KMT5B MBNL1 ZNF439 CACUL1 LIFR ZNF189 UBXN4 ZNF195 MIR6768_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6768_3P SIX4 ARPC3 DIP2B ZBTB44 FAM98A AGO3 EIF4A2 MBNL3 CDC42BPB REEP1 RPS6KB1 PHC3 LIMA1 ZDHHC23 CCDC14 DAG1 ENAH ZNF117 GATA6 PDIA6 RRAGA ZDHHC15 PTBP3 PTBP2 RFC1 RHOA DNAJC6 PTPN20 WTAP RSC1A1 LHX6 NEO1 AIP PIK3C2A ZNF546 PPP1R12A ZNF781 TAL1 DHX15 HECTD2 VPS52 NOC3L CARMIL1 CEP170 SP1 INSYN2A CMKLR1 FOXD4L6 CAMSAP2 IGF2R POLR1C ZNF470 RAB31 FSD1L FOXD4L3 RFX2 HDAC2 IVD MEX3C PBRM1 IDH3A ZNF107 MRTFB ZNF737 ZNF763 RAPGEF2 ESYT1 OTUD4 RHOBTB1 PRTG SLC25A36 THAP4 GOSR2 UBE2E3 MPZL1 ANLN MMP8 EVC ERN1 MED13L KDM3B FNDC7 MRPS6 SNX30 MEX3B SACM1L EBF1 RAB21 JRK SEH1L PTPRG SERINC5 TCF12 OPRM1 CLEC9A CNOT4 CCDC71L TMEM151B COL4A1 USP37 DAGLA MAPRE1 BHLHE40 CDC42SE2 STC1 SEPTIN9 NFIB WDFY3 KCNQ3 FOXF1 IQCE RBM47 OSBPL8 ADIPOR2 ZBTB41 GNAQ GLUD1 XYLT1 CDC5L CCN2 SLC26A7 PLEKHA2 ZNF189 N4BP2 RNF212B TEAD1 MFSD14A PIK3R1 PPP3CA STOX2 NUP58 GRPEL2 USP15 LRP1B CASK GTF2IRD1 LLPH DCBLD2 SYNJ2BP MIR491_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR491_5P ELN OTP HCFC1R1 MDK NCOA7 MIER3 TMEM218 MOCS1 TSKU GRAMD1B TP53 KAT7 KCNE1 PDK4 ELAVL4 PTK7 FGD1 KCNT2 SYNGAP1 SAMD4B RFWD3 AMD1 CSRNP2 FHIT MYT1L IGF2 DNAJB5 GIPC1 KIF21B POGK NIPAL2 KRTAP2-3 ARHGAP33 ERF MTSS1 SEMA6A EXOC8 CSRP1 RNF2 GATAD2B ATP5MC3 SHOC2 TMED7-TICAM2 TNNI3K GALNT2 CPNE7 AGPAT1 B4GALT5 FXN TDP2 UTP25 PYGM FAM218A GIT1 ASB13 TICAM2 TMEM35A ZNF609 TXNL4B FOXP4 SHISA6 ILRUN TAF10 LYPLA2 CHRNB2 ZNF703 CD177 FBXO41 DOK4 ZFP36L1 APH1A ABCD4 TMEM43 PDXK OPTC HSPB6 TAF5L MRPS35 MEX3A OGG1 GANC MPL ZNF644 FZR1 CPNE5 SCYL3 LRFN1 KSR2 DNAJA2 GALNT17 VSX2 TERT EFCAB1 BARHL2 C2CD2L TMEM69 MSN ZNF519 INO80D PARVA PIP4P1 STRN BCL6B TFAP2B KCNA6 FPGT-TNNI3K SEC24A MIR1324 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1324 SNCB LILRA1 ENSA HLF SELENOI MFAP5 TMCC2 GNB1 RAPGEF1 ZSCAN18 ZDHHC16 TRABD FAM219A CPEB2 CHCHD7 EFR3A CHAC1 MARF1 BCKDHB PWWP3B INPP5F CARMIL1 PKD1L1 DPY19L3 ADD3 DSCAM TNRC6B CELF2 IRF2BP2 DACH1 CUX2 CD200R1 TXNDC5 RAB8A WDR47 FRAT2 PPDPFL SELENOO REV3L PPP3CB TRAM2 ANKS1A EPDR1 LPP CA5B ANGEL1 LAMA4 ZNF704 CDC14A CRY2 RUNDC3B MAOA INCENP CALB1 PLEKHA1 MAP3K9 BCL9L GP6 NGB BCL11A MYO1D NSD2 XYLT1 ARL6IP1 NLRC3 SLC4A8 NEGR1 RPA1 ANKRD34A CKMT2 GLYR1 MECP2 KIAA1549 DESI1 SYP AREL1 SRL FARP1 DNAJC16 HHIP BACH2 SCML1 HTR2C SLC24A2 KIF1C GAD1 RAB14 CCDC127 GPSM3 SCG2 PROSER3 PKD1 SH3RF1 NXPH1 HACD3 ZNF280C MAGEE1 MTPN CDK5R2 GANC LIMK2 PHOX2B ATXN10 EPPK1 TMCC1 CHST1 ST20-MTHFS FAM104A MEF2C ASPH PRKCB MTHFS ADCY6 STX18 RNMT TNIK TRIB1 SPEG OLIG3 PGS1 GPR52 UBQLN4 CDK17 MAL2 AFDN APOA4 WASL MIR487A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR487A_3P AGFG1 MTMR12 STYX CBLB KCNMA1 ZNF281 ATP11C PDZD2 ILRUN CEP192 NUDCD2 ASAP2 DCUN1D4 ZNF57 DYRK1A TUT7 LRCH1 CLEC12A ATF2 MOB1B REPS2 ZNF33A SP3 ENY2 APLP2 CNR1 ANKS1B CDH8 TNPO1 COBL ST6GAL2 SMAD7 LRRCC1 CHKA PPM1A VTI1B GRIA4 SNRNP40 PDE10A PPP4R4 PDE4D RPRD1A PNPLA4 SNX2 ZC3H7A APPL1 PRKAA1 KIAA1217 TXLNG NEK4 PON3 ANXA4 ZNF454 MAGI2 CRBN RLN1 ZEB2 STXBP3 CALCOCO1 GLRB RBM11 SIRT1 RNF217 NTF3 RP2 ATL3 EVI5 YPEL4 ANKRD50 CNKSR3 KIF1B PLAC8 ADGRL2 PUM2 RGS14 PPM1B ATP8B1 SEMA3C AZIN1 NLK TMEM68 SEPTIN8 CARNMT1 SNX6 BTG2 ABTB2 ZNF780A STIM2 TASOR2 TMEM67 ZCCHC2 ADAMTS5 TEAD1 GPM6A LRRTM2 LEKR1 CAMSAP1 USP34 MGARP TRIB2 MTMR10 TMEFF2 MIR8062 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8062 WDCP LRRC8D CIAO1 GPRC5B CREM SLITRK4 DPP10 RPS6KB1 DDR1 CDH10 PRIM2 IDI2 UBE2E2 SEC24D ANKRD6 HHIP NOX4 KCNMA1 MAPK1IP1L LIN28B ABCA3 AMELX SLC12A6 PAM CNTN5 CEP63 LAMTOR3 TBL1XR1 PAQR3 CCDC88A SEMA5A VAPA PHB FAM160B1 RFX1 RBL2 GXYLT1 PPM1A UGT2A1 CNKSR2 METAP1 ACBD3 HSPD1 RREB1 YTHDF2 CREBZF YWHAH RPRD1A UGCG TAF5L SMARCA5 ZBTB4 NDNF NFIB FNDC3B UXS1 PKN2 VAMP4 ZEB2 ZBTB1 ANO6 LRP2 TOM1L1 MAP3K4 TDO2 FAM214A SHOC2 NFX1 NCOA4 CNOT6L UGT2A2 PHEX F9 KRAS NEDD4 FRYL ELN OCA2 SMC2 RBM26 PRKX RGS21 LEPR CAV1 PAFAH1B1 TNFSF8 AAK1 NRIP1 MEP1B AKAP10 SLC35G1 RAG1 KLHL4 CAPZA2 LRRC59 POGZ PARP16 ARHGEF12 MRPL53 VWC2 SCAI HYOU1 RHOBTB3 ARHGAP6 WASL AMZ1 SATB2 LARP1 PDE5A MIR4691_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4691_5P ALDH8A1 ENSA UBN2 TNFRSF11A DBNDD2 KDM3A FBXW7 SNF8 RAB26 ZNF326 TENM1 ZNF564 FAM149A RANBP3L ENKUR AFF1 VIPR1 CCNY NABP1 ZBTB5 SP1 POM121 KIN ANKRD17 VCAN DNAJB7 SLC35D1 GFI1 KRCC1 CDK19 RNF111 LUZP1 MDM4 RAB31 TFE3 ARFGEF3 LRRFIP2 RBM41 GPC3 MFSD6L SENP8 BAHD1 TOMM40L ARHGEF38 CPPED1 MRPS33 SPRED1 DCDC1 SP3 PAX1 ZBTB8A SORCS3 LIPG KCNA5 ADRA1D NASP SPRY4 NOL10 ADAMTS15 NRIP3 RAB3IP ZNF618 SESN3 KATNAL1 TNFSF13B RGS21 SNAPC4 ARPP21 SMAD1 PSMG3 FANCG PIN4 CPEB4 MLLT1 DAXX CDK15 NADK2 CACYBP ZNF691 SLMAP TRAK2 TMEM35A ADAMTS17 TRIM2 LYSMD4 RNLS BRINP1 TMEM237 PRKDC PNISR FCRL2 RAB33B AKT3 FKBP9 CPLX2 DAG1 ADAM28 SAMD4A NGFR PRDM13 POTEC TAF1L HOXA9 AKAP5 TEF TIMM23 CCDC43 TRDN NME8 PRKCB NLGN1 NPAT SH3PXD2A THBS1 UBASH3A ABRAXAS2 GBP2 RAB9A TRPM8 GRM7 FRAS1 LSM6 ARHGEF33 CARNMT1 LHPP KCNA6 USP34 SENP6 MIR4520_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4520_2_3P CREB5 SIKE1 RGS6 PPP4R1 NPM1 TXNRD1 NEDD4L CEBPB TNK1 KCNJ15 BNC2 RPS6KB1 NPLOC4 NAPB SLC35E2A GATA6 ZNF577 RAP1GDS1 TMEM74 DOCK5 HCAR1 SUDS3 SH3D19 CD163L1 TNS1 GPT2 KIF2B CNR1 FAM83B ACSL5 HS2ST1 SCAPER GRP SLC25A27 ATCAY ZFP41 KCNK10 RO60 XPO4 NBPF14 NBPF11 LDAH SERPINB3 GLCCI1 AHCYL1 TBX3 DMRTC2 ETF1 ELAVL1 KAT6B ZBTB34 GUCY1A2 ANKRD29 SIGLEC6 SEC11C PRSS55 IQCH CALHM5 NFE2L3 CCDC80 NBPF9 NFIB PCDH17 ATP2A2 ZNF652 DAB2 PIGA MBD5 FYB2 FAM167A IGSF10 NECAB1 WNK1 MMD2 NBPF3 ACE2 MYOCD EEF2 PI4K2B FBXW7 SPTLC3 LPIN2 KCNB1 ITGB1BP2 SH3PXD2A SFR1 USP49 ONECUT2 ADAMTS13 PIWIL1 NBPF8 TBC1D16 THSD7A NBPF20 AGO4 ZBTB8B SIRT3 NBPF15 DUSP19 PPM1B ORC5 STYXL1 SLC35E2B MSRB2 TMEM64 CLINT1 CLEC4F ERBB4 CYSTM1 KRTAP4-12 NBPF1 NSF ZBTB41 WEE2 ZCCHC2 YARS2 PDGFRA WDR89 GDA KLF9 SMPD3 NBPF12 SART3 MGAT2 SMG1 UBE2F MIR505_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR505_3P SOX6 C2orf72 PRKAG2 MGST1 MIER1 BMT2 IL6ST ANAPC11 MLXIP MELK GEMIN8 HTATIP2 METTL4 RAI14 CACNB4 CADM1 SRSF11 PTBP2 MARCHF5 DMRT2 CPEB2 SLC25A31 MYH10 E2F5 ZNF197 CTCF C9orf72 NCK2 MZT1 LDB3 ZNF292 PUM2 DHX15 LAYN CENPU NR6A1 SUZ12 CEP97 FMR1 LIMS1 HNRNPM LRRCC1 KCNT2 PBX3 CANX MDM1 PIM2 TRMT11 ROR1 DIP2A JAKMIP2 GABRG1 GYG1 GPM6A MYT1L MEIS2 SLC39A8 RBMS3 PHLDB2 UBLCP1 TBX5 ABL2 GLRA4 VSIG10L HMGB1 SON ASCC3 SPINDOC PLK4 VGLL3 EIF3A PTEN ELOVL4 SNX30 EPDR1 FAM174B SCLT1 PRR23C IFNG ACTN2 TMEM263 FAM169B BRWD3 PLEKHM3 FGF18 MIS18BP1 TM9SF2 USP30 RAB8B LDOC1 GLYR1 EAF1 PAFAH1B1 ESYT2 SHISA2 ANKRD34B MYCN SLC6A14 ERCC6L2 EPC1 WDHD1 CSNK1A1 ACOT4 KIT EMD WDR37 CREBRF USP32 HIPK1 MAPK8 SP4 MIR6839_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6839_5P MYB TMEM176B PLS1 OSTC ABITRAM CERKL CD1E OTUD1 MARCHF6 RAB27A KCNIP4 MMD2 VEGFA WASF3 TCF4 GUCA1C HMGN1 UPF3B RAB11FIP2 PCDH11Y GPATCH11 ZNF534 TRABD2B FRG2 FEZF2 NCK1 APOLD1 PGRMC1 MAP3K3 CAST SDHA SYF2 ANKRD33B TK2 CDK6 STAG2 RBL2 RUVBL1 UNC5C GPR107 FBXL17 ZNF664 CTDSPL KCNA1 RBFOX1 TTC30A SAMD12 ARFGEF3 TMEM255A CREBBP GALNT15 PCDH11X SYTL5 C1RL SMAD4 CDRT1 MYOC CD164 STN1 FUT1 USP6NL CYB5R2 TDG EPCAM NPM1 TMEM199 POC1B-GALNT4 DNAJA2 ONECUT2 CT47B1 UNC5B ZMYND8 MID1IP1 BTC DACT1 DNMT3A FABP2 DYNC1LI2 EMC7 COLGALT2 ESRRG SLC26A9 AZIN1 TMEM70 GIPC3 USP14 TMEM135 TMX4 RASAL2 CCNE2 DBN1 ARHGAP28 MAPK6 GALNT4 ZBTB41 NAA25 FER SFT2D3 MPP5 NEGR1 CAND1 MAP3K20 WDR26 FKTN BICD2 SMPD3 GCOM1 MIR4650_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4650_3P HLF OLFM3 LRRC8D MC2R CAP1 HAND1 COLCA2 STAG1 UBN1 NCOA5 ATP5PB CNBP DCUN1D4 SEC24D GNB3 MMS22L ROBO2 APBB2 SLC41A1 ELMOD2 EIF4G2 FIGNL2 ARRB1 ZFAND5 WNT2B UBL3 CELF5 PARP15 SLC25A23 HS6ST2 MFAP3 GAPT NBN THOC2 ICAM5 TCF7L2 UTRN SLC25A27 ACVR1C SPAG1 SCN3A C1QTNF7 GXYLT1 LINGO2 BCORL1 GZMK CDC6 ABHD3 DENND3 TTC3 SLC9A6 MCU ARIH2 CAAP1 FOS LHX1 SPATA2 SYT14 TRIM41 LTBP1 RNF6 MPC2 CCDC126 CCDC138 TXLNG FUT11 TBP TBCEL FUCA1 JAKMIP2 NDUFA12 MAP3K1 EPHA8 PPP1R15B PDE2A CLDN1 CLEC4E TRIM71 SLC39A8 CNPY3 CLEC14A TRPA1 MEGF10 CEP135 STX3 HSPA5 C12orf29 SLC6A4 LZTS3 IL6R LRRC8C SPRYD4 FMO2 THSD7A TRIM45 CHCHD4 GPC4 IL10RB SRSF9 ERI2 ZBTB8B UHMK1 SLC43A1 FNDC3A SRGAP2C SESTD1 CD36 UNC13C OLR1 EFNA2 SNX6 CLVS1 CARNMT1 EHMT1 SDE2 FOXF2 MSI2 PHLDA2 OAF RNF180 FIGN MBNL3 C2orf27A EFCAB5 RDH10 CREBL2 SEPTIN7 CFAP161 ALG8 RAB9B C5orf51 LPCAT3 FAM78A GAD1 DNA2 HMGA2 AKT3 MIR154_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR154_3P AGFG1 MTMR12 STYX CBLB KCNMA1 ZNF281 ATP11C PDZD2 ILRUN CEP192 NUDCD2 ASAP2 DCUN1D4 ZNF57 DYRK1A TUT7 LRCH1 CLEC12A ATF2 MOB1B REPS2 ZNF33A SP3 ENY2 APLP2 CNR1 ANKS1B CDH8 TNPO1 COBL ST6GAL2 SMAD7 LRRCC1 CHKA PPM1A VTI1B GRIA4 SNRNP40 PDE10A PPP4R4 PDE4D RPRD1A PNPLA4 SNX2 ZC3H7A APPL1 PRKAA1 KIAA1217 TXLNG NEK4 PON3 ANXA4 ZNF454 MAGI2 CRBN RLN1 ZEB2 STXBP3 CALCOCO1 GLRB RBM11 SIRT1 RNF217 NTF3 RP2 ATL3 EVI5 YPEL4 ANKRD50 CNKSR3 KIF1B PLAC8 ADGRL2 PUM2 PPM1B ATP8B1 SEMA3C AZIN1 NLK TMEM68 SEPTIN8 CARNMT1 SNX6 BTG2 ABTB2 ZNF780A STIM2 TASOR2 TMEM67 ZCCHC2 ADAMTS5 TEAD1 GPM6A LRRTM2 LEKR1 CAMSAP1 USP34 MGARP TRIB2 MTMR10 TMEFF2 MIR1206 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1206 SOX6 C4A PRKAG2 TMEFF1 NEDD4L FZD3 SEMA6A CERT1 CLIC4 KCNJ2 ASAP2 DCUN1D4 THRB WDR41 REV1 SAR1A DSCC1 ATXN2 YWHAZ FOXD4L5 FUT8 MSANTD3-TMEFF1 MAP9 HOXA1 ORC4 CDK19 APC ANKRD12 ENTPD5 KLHL32 GRIK2 EIF1AY PTPN13 C1GALT1C1 TIMP3 VAPA PANK2 LRRC31 KIF2A RHOQ KCNB2 EBF2 CDH11 FIGN MTMR14 GASK1A PTGES3 SPAG9 SNTG1 ZNF805 NOS3 ATXN7 NDNF ATP2A2 TPD52L3 NR5A2 SMIM19 IDH3A DOK6 FOSL2 SEC23A C5orf24 TSC22D2 SLC4A5 STXBP3 PPARGC1A PI4K2B PPDPFL CEP135 SMNDC1 DDI2 HNMT PTPN7 TBC1D19 MEF2A EBF3 C9orf85 CAP2 KLHL2 ADCY1 KRAS TPBG THSD7B PRKCB SHISA3 UBE3A CRISPLD2 DENND1B ZNF207 PLEKHA1 FLG2 SH3BGRL VSTM4 ANOS1 GSTM4 CLVS1 EFCAB9 SF3B3 SKA3 MOB1B KCNQ5 ZC3H6 TMEM259 USP32 C4B BRINP3 TAOK1 EPRS1 SERTAD4 MFSD14A CPEB2 KPNA4 LRP1B ZMYM6 KCND2 P2RX2 ARHGAP21 MIR4728_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4728_3P OCIAD1 MIB1 PAK3 CNN3 ZNF148 GRM5 C12orf66 AMPD3 SNTG1 GABRB3 PRKACB WNK3 CDIN1 FMO3 TRAM1 NCOA7 RORA VAT1L SMCHD1 TBC1D22B KMT5B MCHR2 PTBP3 MAPK1 ZNF367 SEMA3A ZFAND5 TNIP3 ZNF75D ZC3H12B CDK19 JARID2 ZCCHC12 PAM RABL2A STK26 SLC26A8 LZTFL1 RAB6C FAXC TAF4 EMSY TMEM132B GLCCI1 YOD1 RALBP1 PPP4R4 RABL2B TMED10 TLL1 HS3ST2 KCNA1 BTF3L4 PICALM UBE2K ZNF449 SAMD12 ZSWIM6 HACD2 PRPF4B CIDEB ZSCAN16 MAGEL2 ARMC2 SH3BGRL2 CACNA2D3 SCN1A PCLO KIF14 PPARGC1A FAR1 CCDC28B ATPAF1 KCNB1 SNX17 TFPI CD22 ATG2B TXLNB GPC6 LPP NAA15 ZFP90 KLHL2 FAM149B1 YWHAE SNX13 PGRMC2 CNOT4 FAM122A PDS5A PHLPP1 LRRN3 NDUFA2 PLXNA4 TMEM60 NCOA1 CD38 ZNF655 CAB39 DMAC1 SLC9A6 SEL1L ZNF189 AMMECR1 AUTS2 APPBP2 KRTAP7-1 RCOR1 PTCH1 BDP1 RAPGEF5 RYBP LRP6 MIR653_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR653_5P EGR2 MTTP PHTF2 ASB5 FCHO2 FCGR2B MARCHF6 BIRC6 VMA21 BRCA2 AGL SPRY2 SOD2 GCNT1 PURB CNTN4 TMED7 ZNF273 RAI14 ZNF532 DCUN1D1 FLRT3 CEBPG COPS7B GYPA ZBTB46 NUP93 LIN7A CDK13 SLC6A15 FER1L5 FAM135A LAMTOR3 ZNF230 SLC16A7 CCER1 BUB1 FAM169A DNAAF5 SUZ12 FMC1-LUC7L2 EMSY TUBE1 ALOX12B TTC39B IP6K2 SLC12A2 CC2D2B EDNRA CSRNP3 ADD3 STK17A OSBPL11 NFIA IQCJ-SCHIP1 GRIA3 DAPP1 C4orf33 BAZ1A TIAM1 PPM1L DACH1 LRRC58 PBX1 GNAL ZNF680 EIF1AX LUC7L2 CYP4B1 PDHA1 IQCB1 SNRNP27 EIF3A TRIM23 RRH RIMS2 PSMD8 TRAM2 TXLNB DOCK7 USP49 NUS1 UGT2B28 NNT CPXM2 RBMX SPOCK3 MED13 PDE6C SARAF HRH4 SLC7A14 PLCH1 CALB1 SERP1 RSF1 TF LMBRD2 ZDHHC20 CLINT1 ANKRD20A1 TOP2B AASS NAGA CAMK2B ARID1A TIMMDC1 RBMS2 UBR3 ANKRD20A4P FLT1 GRIK1 KANSL1 PDS5B DSE ELOVL3 MAN1A1 NKG7 LRP2BP GRK3 PARP9 NF1 RCOR2 ZNF660 GPSM2 ANKRD20A2P ZNF721 ANO8 MTMR10 MIR6749_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6749_3P CASTOR2 SLC4A10 DAG1 UBN2 TNPO2 CACNA1C TSHZ2 BTBD9 VTA1 VASH2 TBC1D1 ARMH3 TENM1 CSF2RA DIO2 SAMD4A UBE2H FAM131A DHFR HSD11B1L SV2B SFSWAP NTRK2 GDF6 MYO1B CDK19 FOS TFE3 TNRC6B ARFGEF3 C8orf86 TXNIP ELOVL6 DOK7 NFASC BAHD1 GOLT1A SVEP1 GJB7 PID1 SOX12 KIAA0513 SORCS3 ZNF629 SDC2 LSAMP RNF2 EIF4EBP2 UGT3A1 ABCC6 CNNM4 ORC5 RBM15 NYAP1 NRIP3 SESN3 SPTB DNAH5 WDR91 C22orf46 SRF OSBPL6 KLF3 PPP3R2 DMRTB1 VTCN1 TRHDE XKR8 ZCCHC2 CTU1 BICD2 DTX3L SHISA6 ICOSLG DCAF4L2 LYSMD4 ZNF468 BRINP1 GJA5 PPP1R3E ELK1 BHLHE41 CLOCK CHD3 NBEA CPLX2 JADE3 PRDM6 MINDY2 PDE12 RHOB KIAA0100 NR3C1 HCFC1 BOD1L2 XBP1 MIGA1 LTBR UHRF1BP1 ATXN7 SNX27 GRM1 CNTNAP2 MEOX1 SH3PXD2A FOXK1 POP4 S100A5 THSD7B SNAI2 RIOK3 ARL8B NSD1 PTPRJ OTUD7B SENP6 MIR802 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR802 RRAS2 EHF FBXO22 HIPK3 ARPP19 PSMD5 SIX1 PIP5K1A LGR5 RASGEF1B C4orf3 NIPBL MICU3 ZNF250 RRAGA DCAF13 AUTS2 SRGN CPEB3 SAMD8 TLL1 ADAMTS9 MINDY2 SECISBP2L ANKRD40 ACYP2 MCIDAS CDK1 ITM2B UTS2B PAIP1 OTULINL SLC6A15 UCKL1 ARMC8 TCF7L2 ZCCHC9 CCNY CEP97 CD274 TASOR SLC14A1 CREB1 TUBE1 PSMD2 BEND4 TMTC1 LINGO2 POLR3A AGRN CACNA2D1 ACBD3 OMA1 STEAP2 TAF4B ADGRL3 FAM171B SOCS2 LEPROT CBFB SCAMP1 BTF3L4 SOD2 AGTR1 RTN1 PHTF2 ZFPM2 CALM2 PCDH19 EPM2AIP1 SSR1 CAMTA1 EIF4E SNX10 TP53INP1 SLC10A7 MTMR1 TRIM71 PBK UTP15 MAMDC2 HS6ST3 ZFHX3 CDK6 G2E3 C16orf87 EPHA7 DIS3 RICTOR RP2 LAGE3 SV2C ANXA5 MRPS27 CPSF6 MAP6D1 C12orf40 ZBTB6 SEC62 ERICH2 SLC9B1 KLLN ARL6IP6 SCARF1 XPNPEP3 LNX2 EPC1 NEXMIF BTG2 IVL CDC23 CIT FAT4 RBM6 ZBTB41 CSE1L FIGN ZNF10 PHF8 LPAR4 CHN1 MYO10 PRKAA1 ADAMTS1 TSHR RCOR1 PTCH1 ALG8 KITLG TMEM123 QSER1 TRIB2 CFLAR MIR3167 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3167 NUDT4 EHBP1 KERA MEF2C CWF19L1 FBXO3 PRKACB DNAJB4 SEMA6A SEPTIN10 DMAC1 ASAP2 LRRC28 ANKRD28 GNAI1 MOB1B CHIC1 MTF1 CPEB2 EME1 HUWE1 BACE1 N4BP2L2 NEO1 CRISPLD1 VIM JARID2 LAMTOR3 GPR171 COLCA1 ANK2 PTGDR FAXC DNALI1 DCX BEND4 OPRM1 EFHC2 LRIT2 ACBD3 FOXA2 KATNBL1 CEP20 CTTNBP2NL YTHDF3 ZNF146 ARFIP1 PJA1 LMAN1 DPP10 DCLK1 MYL2 WAC GTF2I CUX2 RAPGEF2 EPC2 SHISA9 SLC9A9 S100Z CDRT1 XKR4 FAM214A SPPL3 SYT4 SRSF1 TNFRSF9 GRK5 RIMS2 RIMBP2 LPP GOLIM4 PREX2 RTKN2 ONECUT2 CRTC1 TM9SF2 LOX KDM5A SEPHS1 RTL3 ITGBL1 ZNF773 TPH2 FAM240A OSBPL6 PHC1 ADRB3 TBC1D4 ZKSCAN7 RNF19B DBN1 TFF2 SRGAP1 BICD2 SGTB ADAMTS17 MAP3K20 SSR2 CBFA2T3 LRRTM2 ASXL3 CLOCK GLOD4 DNAJC12 PTGFRN NRP2 PURA DYNC1I1 ZNF586 MIR590_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR590_5P TMEM170A OLFM3 HSD17B4 RBPJ MEI4 HIPK3 TPRG1L RECK SYT15 PDZD2 CNBP AKAP12 SPRY2 THRB MED21 TGFBI C7 FAM13A CCL20 MAST4 ZNF367 CPEB3 JAG1 RSAD2 MALT1 SPRY1 BCL7A CASKIN1 YAP1 PAN3 PPP1R3D CCL1 ELF2 RAD51AP1 TIMP3 RALGPS2 PLAG1 SMAD7 RNF103 NIPAL2 BCL11B CSRNP3 GLCCI1 KRIT1 YOD1 FAM3C EPM2A ANGPTL5 NFIA LTV1 ANKS1B GPATCH2L PITX2 EPHA4 SLC30A10 SOX5 EHD1 FASLG NFIB BCL11A RBMS3 TIAM1 PCSK6 PBRM1 VCL GLIS2 OSR1 MAP3K1 BAHD1 ARHGAP24 CHIC1 ALX4 SKP2 PDCD4 NIPAL1 USP15 SMARCD1 ADGRG2 PRDM11 MATN2 GRAMD2B KDM7A GATAD2B ITCH NTF3 RP2 ZNF704 ARL1 RAB6D FGF18 RASGRP1 RASA1 CUX1 ATXN10 PLEKHA1 LPA STAG2 RMND5A STK38L KLF3 SKI MPRIP LRRC57 PPP1R3A MCMDC2 BTG2 UBR3 SOS2 ZBTB41 GNAQ PPP1R3B SCML2 NEGR1 CREBRF TENT5A MBNL3 PELI1 WWP1 CLIC2 CLDN8 RASA2 GID4 IL12A IL6R NKIRAS1 STAT3 UBE2D3 CFAP300 KCNJ10 KDM1B NPPB MIR3129_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3129_3P DLEU7 AFF4 ZEB1 LTN1 GAD2 CCL4L2 TRMT9B MLF1 MBNL3 SETX STAR UBE2D3 SCN8A DDX3X TMED2 MAP1B SLC35A5 PCM1 CASR ASAP2 CDYL TEX12 TENT4B PDZRN3 TIPRL CACNB4 GALNT3 SRSF11 PTBP2 ETNK1 MARCHF5 EPHA3 WDPCP CEACAM7 PIK3C2A PTPN14 PTPRD CCDC152 SELENOT TBC1D12 EFR3A PRRX1 FAM169A CALU WAPL ZBTB33 CADPS2 FRMD4A NUTF2 RHOQ TRIM33 LIN54 TRMT10A ADD3 BOLA2-SMG1P6 ZNF311 TMTC3 PPP2CB UBE3C SRSF1 CCL4 SPATA18 CNOT6L MDGA2 GPC6 TLR8 THAP6 CISD2 VEZF1 GRB14 B4GALNT1 S100PBP PTPRG CPSF6 ATRX PDC SEMA3E IL20 NR2C1 TMEM106B PHLDA1 SLC25A24 ADAM9 CNTD1 NCAM2 DMRTB1 ELOVL2 RBBP8 KLHL24 ANK2 ZC2HC1A UBE2E1 ARF4 ATF7IP MCL1 TUBB2B ARID2 GREB1 SP8 ARMCX1 MOXD1 PPFIA2 POLD3 UVRAG USP12 BET1 ZMYM2 MIR149_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR149_5P CDKL5 FAM177B CBL RSBN1L ASB4 EXOG RGR PURB NAPB STRADB MTF1 TRABD2B EPHB3 GUCD1 KCNN3 LRRC10 NISCH ELOA CACHD1 DLL1 NTRK2 CZIB FBXL16 IGF2BP1 GHR SMCO1 ROR1 PARP8 PIP4K2B AFF2 ZNF555 IL6 ATP10B NFIX FRMD7 ATP2A2 BTRC KIF2A SNCAIP SHROOM2 STRA6 SELENON SLC4A4 STARD3 JAKMIP2 KCNJ5 LMBR1L BRPF3 USP10 RAP1A CBX5 SLCO3A1 CCT3 FKBP1B RNF2 APPL2 CACNA1C KLHL3 ZBTB2 KIAA2026 RNF220 TCF12 CCDC97 UBFD1 PDS5A ADCY1 RAB37 VPS53 KCNJ12 MRPL3 ARHGAP19 GIT1 EDAR FOXC1 IFFO2 PHLPP2 PDE1A RAB43 TMEM234 DENND11 PCDH19 POLDIP2 PLA2R1 AREL1 SRPK1 KLHL23 ARHGAP21 AKT3 IQSEC2 MIB1 AMOTL2 NDST1 FAM168B DAP REPS2 RSC1A1 TGFB2 BAIAP2L1 ZFAND1 FRMD4A ZNF335 NAP1L1 ISM2 TNFRSF19 AVL9 KRTAP4-1 AEBP1 ELP5 GRIA3 ZNF74 FASLG SRPX HEG1 SEMA4G DDAH1 PHLDB1 MARCKSL1 BCL2L11 CNTNAP2 ISY1-RAB43 CNIH4 WDR43 SOCS6 FAM104A SNX18 TBC1D2B TBC1D16 CNBD2 ANP32A NEUROD4 AAK1 GAB2 CMTM3 TNKS BSN SORT1 APOL4 LOX THEM6 RHOXF2 SLC22A9 PEA15 NRP2 MAGEB18 EXT1 NR4A3 RHOXF2B TMEM245 ZMYM6 RNF138 EXOC4 HMOX2 MIR6499_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6499_3P B3GNT4 PDE4B CRP NRN1 ROBO2 API5 BHLHB9 NUDT9 JPH3 ZNF480 SMAD9 SCAF4 INPP5A TBL1XR1 FUT9 C14orf132 HACE1 NBPF14 DLL1 USP33 GUCY1A1 OSBPL3 ESR1 RORA VGLL4 MDM4 MAP4K3 CTTNBP2NL GRID2 MTR SLC36A3 ELOVL6 SVIP NCOA3 ZDHHC17 PMP2 ZBTB21 ZBTB18 ST3GAL5 LYST POU3F2 PLAA GABRA3 MAP3K11 CHD1 GSG1 ASXL1 CACNB2 DLG2 NBPF8 NBPF20 ZFHX4 C2CD2 GATM ADGRG2 NAV1 DIXDC1 GMFB SLC49A4 CDH13 HIPK3 SCN1A WSCD2 NQO1 E2F3 VWC2L CSTF2 C2orf15 KIFAP3 MET XYLT1 RPS3 DAAM1 MAP3K20 RRAGC PRKCI PNMA5 NBPF15 SSR1 AJUBA EPB41L5 DENND4C ZNF154 ARFGEF2 GRINA TANC2 PPIP5K1 MAT2A PHGDH SYDE2 AP2B1 ELMOD1 RAB6C WASF1 SMYD2 CCDC144NL GCSH SLC12A6 CAPN6 GPR158 MEX3C PDIA6 TBP MTSS1 TRIM48 LRRTM4 KLF10 GRIN3B ZBTB20 CD160 ELL2 KHDRBS1 RAB21 TRAPPC10 RAB35 EMILIN2 ULBP3 NEXMIF WDR82 PTPN4 EML5 SGTB UBE2Q1 SMIM15 LIX1 FUT8 MEIOC MIR4472 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4472 CASTOR2 DNMT3B RPAP3 PAX5 DTX3 NSL1 SLC7A8 SHISAL1 LHX6 BCL7A LDB3 ATG16L1 ELAVL4 TXNRD1 SEPTIN6 PDLIM3 CYP26B1 DERL1 TADA3 NFIC STX1B CBFA2T2 MTHFSD ABCC6 STAC2 ADORA3 GCM1 IGF2 INTS6 SLC6A17 NFASC FIBCD1 KCNAB2 GARS1 ABCD1 SERTAD2 NACC1 CRLF2 SPATA31D4 CASK BCL7B SEMA6A ACSF2 MYO18A LSAMP RSPO4 GATAD2B SLC22A7 CAPN15 PLEKHM3 CCDC3 VAMP2 NOVA2 TCF12 BCL2L1 CCDC97 TTC9 SKI MAP3K9 TIE1 PPP2R1A MMP24 GIT1 URM1 DDA1 ARL5B NXPH3 FOXP4 PTPDC1 OPA3 HOXC8 SLC9A1 MECP2 CENPI C5orf51 ERN2 CMTR1 AMOTL2 CPLX2 G6PC2 TXK PRELP NGFR NECTIN1 KATNAL2 SYT7 BCORL1 ANKRD13B CNDP1 H2AB1 MPL IQSEC2 C6orf141 HCN2 MSI1 LAMC1 TTYH3 ATG14 NTSR1 IGFL3 ZC3H7B MSN SPINT3 P2RY4 AVPR1A SEMA4G C5orf15 NUAK2 ZSWIM4 IDH3B MIR4457 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4457 ADCY10 AFMID BCL2L1 DLGAP1 MTMR4 CDC14B PACRG TTC17 ZNF182 ADGRA1 GPR1 MAT2A KCNN3 HIGD1A CCPG1 ACSF2 SEPSECS CDK19 CASP10 APC PALM2AKAP2 ZC3HAV1 METTL21A RAD51AP1 REV1 VAPA RIMS1 TRAPPC2 FAM131B RNF170 RTKN ACER3 NEU1 DNAAF4 ELAVL1 SPATA2 TMED10 MOAP1 RPRD1A SPTLC1 CDK14 MAD1L1 ADAR NCOA2 TRAF3 NHS HMGB3 SNX2 ZNF490 PCDH17 STAM2 IRF2 TOP3A GPR85 PFN2 ZNF585A PATZ1 ST8SIA3 RASSF2 SVEP1 TSC22D2 PGM3 PROS1 TEP1 KLF10 SRP72 YWHAQ MED13L COPG2 TNFRSF10C PEG10 RNF217 RAB21 CES4A FADD NUS1 FMO2 SOBP ZC3H12D SLX4 CPSF6 CETN3 TP53RK STX2 SCG3 JADE1 LIPH MDH1 KMT2A KRTAP9-9 GMFB CAMKV ARGLU1 NYAP2 TEX36 GATAD2A TNFSF14 BSN PDE7B ILDR2 NEXMIF UBE2D2 PIK3C2B APOL4 TRIP13 ZBTB41 CAMLG DR1 KCNK10 NEGR1 TENT5A SYT13 AKAP6 ZIC2 CHUK SF3B1 PPP3CA AHSA2P KBTBD8 HOXA5 DHX38 ANKRD27 FSTL5 MIR4308 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4308 CALU DDC CASTOR2 STK24 MLEC COL5A3 UBTF LIMS2 RAD51D CPSF2 TRABD2B SERBP1 RAB43 UBASH3B ATG16L1 MYEOV DAB2IP PAPPA ZNF862 FMOD KCNK13 SERPIND1 ACSL1 IL18BP SPRY3 LASP1 SARM1 SRCAP SLC23A2 PDYN NBL1 NUDT2 MYOCD EHF P2RY2 RIMS3 PTPN7 SLC35E1 ARHGAP23 APBA1 HS3ST3A1 PDCD4 TRIM67 MGA PPME1 MICAL2 SBF2 GMFB FZD7 PRKCA SLF1 KDM4E RTKN2 AKAP8 RHOBTB1 SLC38A7 SHANK2 MINK1 TMEM35A TMEM229B SLC22A23 LRP3 C20orf202 BUD23 PCDH1 KCTD17 ZFYVE1 NUDCD3 CST3 JUP DESI1 PCDHB3 E2F2 LZTS1 RASAL2 SRGAP2 NIPBL KLHL29 RIMKLA MINDY2 MAP9 PLXNA4 TMEM164 EPB41 NBN RNF183 LRRFIP1 POLH NOL7 SH3TC2 SDK2 FAM3C MAPK8IP3 GTF2H5 CDR2L WNT4 EMSY NFAM1 HAS3 NT5C3B PPM1F ZCCHC14 PRDX3 ITGA5 VANGL2 ZNF395 TRA2B PAQR9 IGFBPL1 HIBADH UQCC1 SPRYD3 THBS1 PPP3R1 CAND2 LALBA MDGA1 EIF2S1 ACTR2 ACAN UGT2B15 CAMKK1 IMP3 CWC25 ITGB1 MPRIP PPM1H HECTD4 PIP4P1 TRIM27 OPCML RIN1 KLF7 NRP2 KAT6A PPP1R12B XIRP1 RAB3D ATRN C1QTNF6 UBE3B TMEM8B PLXNC1 MIR7153_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7153_5P CCL5 GATAD1 ABL2 MRS2 MBNL3 MARCHF6 RARB HIPK3 CYP27B1 MED20 SRD5A2 YWHAB HNRNPD MMP16 PTPRA CARD10 LRCH1 ZNF662 VASN EIF4G2 SLC10A3 ZNF540 GDAP1L1 CASP7 PLSCR4 TCF20 C9orf72 C8orf88 LANCL1 THAP5 SHCBP1 GPM6B DDHD1 NUMB BCORL1 ARL10 DCDC1 SLC38A1 SLC12A6 UPP2 CPM FZD1 SRSF6 CTAGE8 CXXC4 ZNF676 CXADR APPL1 ZNF652 CCK ZNF257 FOXR2 COLEC10 TDRKH TOR1A STRBP SORT1 NEMP1 LRP2 VPS54 BRK1 SRP72 ZNF493 PPP1R11 NOS1 ZNF354B PAQR5 FBXO4 KCNJ16 PPBP NEB FLNA DCAF12 CD80 ZBTB2 MAP3K8 RPF1 FBXW2 USP6 BIVM MPHOSPH6 FLOT2 CTAGE4 CTAGE9 ZNF275 SIAH2 IRAK1 WWC2 SAMSN1 ZNF253 PPM1K TRAF6 AMPH CD96 ERBB4 ZNF506 MOCS2 NOVA1 SEC23IP YES1 TMEM120B ZNF649 USP32 POFUT2 MED1 C3orf38 ZNF90 ZFYVE1 ZNF136 LRRTM2 CNTF RHOBTB3 TMEM19 GRIA3 CDKN2AIP SLC16A14 BHLHE41 MIR4667_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4667_3P KCNS1 SCMH1 GSG1L TRIT1 RAB11FIP3 IRGQ KALRN ITGA10 ENAH NCAM1 LMNB1 NRBP1 MYORG GRAMD1B ST3GAL1 AOPEP NEURL1B KCNQ2 TSC1 MIEF2 ESF1 RBL2 TUBB6 BRD2 SYNGAP1 NKD1 GPR55 ZNF234 ASTN1 C2CD5 AGO1 TOMM40 SLC2A14 HMGN2 TARS3 CXXC4 TMEM105 FAM110A BAHD1 CLDN1 PCDH1 PLCXD3 NAT8L AP3M2 SNPH RAB5B LSAMP CCDC184 GRAP2 FAM168A ELFN2 MAP3K13 ELN HIC2 RAD54L2 USP5 HNF1A PRTFDC1 SMIM12 SRF NAV1 COL12A1 TLE4 HIF1AN KPNB1 C3orf38 DMRT2 MECP2 SLC2A3 ADGRL1 SNX8 HMGXB3 NRG3 CBX1 CNNM2 NECAP2 DPPA2 ATP8B2 BTK BAG4 NCDN SERPINA5 ZNF212 RNF222 HIPK2 TBCEL PARD3B SNX18 BCL2L2-PABPN1 MAGI1 FKBP5 DLG4 FLVCR2 HAS3 MEX3A OXSR1 STK35 GNL1 UBE2K C11orf1 DAPK1 DESI2 UCK2 EBF3 RNF138 TMEM50A ARHGAP17 RPS6KA3 CCDC9B TNKS ANKRD52 NSD1 MGAT5 C2CD2L OLIG3 ALPK3 PABPN1 NEUROG2 PLLP MED1 EMP1 MAP2K1 GPR61 CACNG8 NFASC SF3B1 FRA10AC1 SHISA6 ZNF728 RASSF3 MIR3140_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3140_5P EVI2B AGFG1 SIX4 MIB1 UBN2 C22orf23 ASB5 FCHO2 KCMF1 NRBP1 GFM1 ITGA6 KLF4 SSBP2 CDH10 TWIST2 TSPY2 PLEKHF2 TSPY1 NCAM1 TSPAN9 INTS6L SEMA5B PTBP3 PLTP CPEB3 NEFL HSPA4L PRPS2 CDH5 SLC24A2 KDM6A TENT5C TENM1 FEZF2 ZNF546 KIRREL1 ANKRD12 CRCP TTC19 PLAT KDM5B ZNF280B SINHCAF TNPO1 RBBP4 TRERF1 TNFAIP1 LCMT2 GPR161 MARS2 ZZEF1 BCL11B ZPLD1 STK31 MKNK1 TOX3 KCNMB2 CYP11B1 OPCML PPFIBP1 TSPY4 UBXN1 EDEM3 TSPY3 GHSR CXXC4 AMBN GPR158 SGPP1 EIF3L CNOT7 CABP5 MAP3K1 NR2E1 PDCD6IP COG6 SCN2A LRRTM1 MYOC GABARAP TSPY10 HRH2 CACNA1H BRPF3 LHFPL3 VGLL3 TMEM170B RFX7 ATPAF1 LSAMP GOLGA4 WHAMM CRK ANKS1A PPBP ITCH ABRAXAS2 BNC1 SH2B3 PIP4P2 SEC22B CPSF6 LCOR FRYL RAPH1 DENND1B PPP2R5E TSPY8 ALAD NOD2 ZKSCAN5 NEDD9 STK38L CEP72 ERCC6L2 TNFSF14 ERMAP ZSWIM2 EGR1 PAH TOB2 TRIO C1orf52 ZNF223 EIF4A1 BICD2 SCN2B PRKCI AMMECR1 STOX2 CLOCK NFATC3 ZC3H12C UBE2V2 DHX38 REEP3 ZNF154 MBTD1 MIR6734_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6734_3P GABBR1 HES2 TMEM178B MLEC VANGL1 FIGNL2 KAT7 RAP1B PPP4R3A RAB7A TSC1 LEP ASPH GPR161 CREB1 CBLL1 DLG5 GPR55 GFI1 PRDM4 ZNF559-ZNF177 TBL1X AGO1 PCYT1B SNX1 RNF215 TFE3 HRAS FFAR4 AGPS TTC39B PROX2 SYT2 ARF6 EPHB1 SLC6A17 KALRN DGKG AQR ATXN1 CHST11 POU2F2 RBM15B BRPF3 PLCXD3 LSAMP RASSF10 KDM3B ANKS1A SCIMP EIF4EBP2 CACNB3 CRY2 RNLS POLR1A GMEB1 ADGRF5 GPR26 APH1A NCOR2 NCSTN SMCR8 ADCY1 LIPH TOR1B MORC2 RMND5A DOLPP1 NAV1 RAB11FIP4 TJP1 HIF1AN TBC1D16 ZNF584 CBX1 ADORA2A ERMP1 CTCF CARM1 NCR3 ZCCHC18 EOLA1 UNC5D CDK14 IFFO2 CCDC182 FAM53C DESI1 RCOR1 EPHB2 NECAP2 PCP4L1 UNKL STYX PRKAA2 FAM189A2 WDR45B SPATS2L ZNF511 DOCK5 ZNF781 PIM2 KLHDC7A DNAJC21 AK4 TNRC18 RBM33 GLIPR2 H6PD LPIN3 KHNYN GGA1 CCDC85C CTDSP1 SIRPA GALNT6 THBS1 DQX1 AP1G1 RB1 ARHGAP17 PRCD TNRC6B PARP1 PTCD3 RBPJ RIMS4 DLAT KDM4C NFE2L1 LRIF1 LARS2 TMEM260 C1orf74 GPR52 HTT ZNF827 CAMK1D RORB LYRM7 CXCR5 L2HGDH MIR939_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR939_5P NHSL2 TAB1 FIS1 GRIK3 WNK3 TMBIM1 GRN PAX5 COL5A3 BTBD9 HECTD3 LOXL3 COX10 SLC25A45 TRIM3 STIM1 CAVIN1 KIF1A SPTB RARA IQSEC3 KRT3 PADI2 SYNGAP1 BARHL1 CD4 CSNK1A1 CTIF SCARA5 PRKAR1B SP6 TWNK ZBTB4 SPATA31C2 PRX SLC9A3R2 NFASC CLCN7 PROX1 CIB2 SCN4B PPT2 PEAR1 MPIG6B NACC1 NOS2 SLC34A2 UBIAD1 RIMS3 LRRC25 ALDH7A1 LSAMP ERAL1 SIAH3 CDKN1A TAL1 KLHL3 VAMP2 NOVA2 EPB41L1 TNF PFN1 SCN4A C22orf46 NAAA GPD1 NAT16 TBC1D16 VAT1 PIRT PA2G4 DENND6B FOXP4 SHISA6 C3orf18 CDK10 CSPG4 TEAD1 MECP2 PDZD7 NCDN SOGA1 PRKACA RPS24 CDC42BPA FBLN5 USP22 RIMKLA POLE3 RNF130 NGFR HS6ST1 RAB1B DHRS11 NDST3 KDELR1 CDR2L ETV4 PCDHGA12 OLFML2A C20orf203 SPINDOC CBX7 KCNK5 LCN1 TTYH3 SH3PXD2A RPS23 UBE4A ARID3B MN1 MYLK2 GRM4 SCAMP4 TRIM66 KRTAP10-5 LNX2 IFT140 S1PR2 ZNRF1 SRGAP1 SFT2D3 HLA-DRB1 BCAS1 FAM193B MIR665 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR665 SUMO1 ANKRD13C CARHSP1 DERL3 SCAMP5 SPCS2 DUX4 TGFBR2 ARRB1 KCNN3 TGFBR1 HEYL LINC02873 TP53I11 NDOR1 TIMP3 FCRL5 RASGEF1B CYTH3 ACOT2 HNRNPH3 PSMF1 SMUG1 CD276 RAP1GAP2 SCUBE3 STAT2 COL3A1 DEPDC5 LUZP1 NAA40 SLC46A1 MOB3A CA13 LASP1 GDAP1L1 KIF21B ATP8A2 RPAP1 SHLD2 C19orf47 SLC25A35 STX3 CHKB ABCC3 TET2 TTLL11 ATP2A3 TMEM104 UNC5B TBC1D13 FABP2 ALKBH5 ARHGEF5 GFI1B COPS7B PRR14L PKNOX2 ARMC10 CCDC57 JPH1 MLLT1 BATF2 COA8 SF3B3 SLC37A3 ASB13 ZCCHC2 ILF2 SLC4A8 ZNF609 RGL3 HOXB6 MLF2 SMAD7 CLLU1-AS1 MAP3K8 ALG8 ZER1 RNF24 CD200R1 HABP4 MTMR4 TRAPPC9 NIPBL APBB2 IRF4 FBXO41 IGFN1 MAGI1 UPP2 MINAR1 MLLT6 HOXB5 STK35 TENM3 PPARA CASTOR3 DOK6 PLA2G2F DNAJB1 GRAMD4 MARCHF8 USP49 ONECUT2 SV2C KDR ADPRHL1 PFKFB2 MAPK8IP2 SLC7A14 CHST3 CFAP53 DNAJC13 OR9Q1 RIMS4 NLK DDX3X CARNMT1 TRIM66 SLC25A28 TRIM8 DLX3 UNC119B UBE2Q1 SSR2 SCAI TXNL1 POU2F1 GLYAT ACOT1 WDR48 MIR1301_3P_MIR5047 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1301_3P_MIR5047 PHTF2 ZNF302 C5orf47 PALM2AKAP2 MAP4K4 HIPK3 B3GAT1 SLITRK4 PHACTR3 DPP10 PIF1 TNPO3 PCBD2 LIMA1 FGD4 PTPN1 BCL9 PHF19 PMEPA1 KLF12 BACH2 TCF4 SUCO LMNB1 RAB10 FAM189B RNF222 REST KIF23 CCN4 CDK13 EYA3 C1QTNF9 CCDC152 ELMOD1 MTF2 MKRN2 TNPO1 NR2C2 EZH2 ANK2 HOXC4 PSMF1 ELF3 DCX FAM160B1 ZNF181 GXYLT1 ZNF333 RNF38 MCTP2 FBXO34 PLAAT5 LYPD1 SH3TC2 MTARC2 DNAJC27 PDIK1L IGDCC4 ZFPM2 NFIC PPP1R16B ZMYND11 SATB2 ZBTB18 G3BP2 PLEKHA7 MARCKSL1 KMT2D CCDC103 SKIL CYB5B SRXN1 TSHZ3 RHEB ARL5A HS6ST3 HTRA3 FBXO11 CDK17 HS3ST3A1 KCNK9 ATXN1L WAC KIAA1549 KLHL31 ATP1B3 TNRC6B RELL1 TEX2 RSBN1 DDX47 KMT2A OSBPL6 COL12A1 CSMD1 CCDC185 DIP2C MBNL1 ABCF2 BCLAF3 PDE4D PPIP5K2 GDI2 C17orf58 FOXP4 CSNK1G3 PDIA3 RICTOR RNLS MECP2 NR4A3 PAIP1 KANSL1L ZNF827 FDX2 CNTLN MIR889_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR889_5P ESRRG KCNAB3 DPH5 AGO3 CSN3 RARB MTMR2 POLR3C KCNJ15 MDH1B CARHSP1 ZNF518A ROBO1 CTTNBP2 KALRN PITPNM2 DAG1 MYL12A MAPK1 IKZF3 CDV3 G3BP1 HECTD2 UTRN SV2B PIK3CD PDE1C XRCC2 ACSL4 ZCCHC7 BOLA2-SMG1P6 DTNA RALBP1 KLF13 RB1CC1 AKR1C2 DIXDC1 EDEM3 ATXN7L1 ELOVL6 CDYL2 SLC16A6 NR3C2 NTNG1 LMX1B CACNA1D XYLT2 OTUD4 SS18 SEC14L1 PLCXD3 CLVS2 SGMS1 KCNB1 ATP2B4 DCUN1D4 NSA2 PPP6R3 RIMS2 RBAK CHD1 ROCK2 PHLDB2 ATAD1 CNIH1 MBNL2 WFDC13 EBF1 ZNF704 YWHAG ERV3-1 RUNX2 TMEM104 SETD9 SCGB2B2 STK38 VAMP2 ZRANB1 RAD51B PHF13 IGLON5 KCNS3 ZNF131 SLC30A4 MYRIP ARHGAP11A TOMM22 SPATA2 PRRC2C FCHO2 HDAC1 SLC24A2 RPL36A EHHADH KRT20 NCOA1 KCNQ5 CPLX1 WDR37 PDS5B ENOSF1 MFHAS1 KAT6A SMIM13 SSR2 KHDRBS3 TRIL INAFM2 DESI1 LZTS1 UBE2D3 RYBP C2CD2 SYT1 MIR1257 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1257 LILRA1 CBLB ZNF41 RGS5 ARPP19 REP15 UBE2D3 TRPC5OS TMED2 CD300E GCNT1 NDN ROBO2 PRUNE2 XRCC4 FAM13A CA10 SPATA6 DNAJC6 DACT3 NRG1 NAB1 CYP7A1 CAMK2D SCNM1 PAN3 ZNF781 TBC1D12 LYRM2 RERGL PLAG1 NDST3 TNFRSF21 MRPS36 CANX PHYH NDST2 SCN2A STXBP5L SLC1A6 GUCY1A2 SPAG9 CDKN2A H3-3B TMCC3 SERBP1 ZNF468 OAZ2 NLGN1 NT5E DCAF10 AKAP7 XG H3-5 UBQLN1 RFX7 ERH PANK1 MANSC1 SPIRE1 TIPARP ATG12 CHST1 MYNN UGT8 MSR1 CIT LATS2 ODF2L ENPEP ZNF519 NCAM2 CEP41 FOXN3 TFDP1 SKA3 STIM2 PTPRJ PDE12 GPBP1L1 CDC5L GPATCH2L PPTC7 ZNF189 SMIM13 CDK17 MCM9 RND1 TXLNA BMP4 AKIRIN1 ANO8 ZNF17 MIR6833_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6833_5P AFF4 MMD VBP1 PHTF2 POC1B LYN PTPRR BCL2L1 XPO7 CACNA1D TPRG1L MAP1B DGKH RORA KBTBD4 TMEM267 ARHGEF28 ITGA2 STX7 GPR1 USP22 NREP MTF1 NQO1 CROT SIRT5 IGF1R RNF128 DLG1 DMC1 DEFB118 ENKUR MORC3 LRRC15 ZFP36L1 RHOB LZTFL1 FUT9 MAPKAP1 IKZF5 CEP170 PDE1C TTI2 SPATA31C1 SCD5 LEKR1 SETBP1 ABHD17C GLCCI1 MMP1 HS3ST6 RALBP1 SH3TC2 SPATA31A7 KANK1 FSTL5 IRAK1BP1 LRIG1 ANXA7 AGTR1 AGPS SAMD12 APOBEC3B MTPN LARP4B SLC9C2 SEC23A WNK1 SACS SORT1 RAVER2 SCN1A RDX FBXO38 PCDH9 PAQR9 MEGF10 GOLM2 HNRNPU ACADSB PTPRB MPHOSPH8 SPATA31A5 SLC2A12 CNIH1 LPP SPATA31A6 KPRP RASA1 GMEB1 FBXO30 SERTAD3 SLC46A3 NIPSNAP2 FDCSP USP18 PICALM TRPM6 SLMAP MYO19 SLC2A13 SPATA31A3 MAFF RMDN2 ZNF318 ARL6IP6 MSRB2 TMEM64 TPGS2 BCLAF3 SLC6A14 HIVEP2 CEP41 PPP1R3A IL21 MSTN ZBTB41 COL19A1 MEIS2 FER NEGR1 CREBRF DGKI SACM1L KAT6A EXO5 PDE1A SCAI FRA10AC1 NKIRAS1 TFB1M MIR4699_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4699_5P RETREG1 SLC4A10 CD99 DRP2 AEBP2 ILRUN DGKH AKAP1 SYNJ2BP-COX16 PSENEN GRIN2A COX11 HHIP ALG13 CCDC25 EDIL3 ZDHHC15 PTBP2 CD46 C1orf43 PKD2 F2R STAU2 ERO1B HSPA12A MED30 TMSB15B SLFN12 TBL1XR1 PUM2 NTS RAD51AP1 GALNT13 ZIC3 C6orf89 C1QTNF7 RIMKLB AOC3 PTPRU MCTP2 GTDC1 PWWP2A TBL1X EPM2A RPL7L1 LARGE1 ADCY3 DHX33 UBE2L3 EML1 CD69 KRBOX4 ZSCAN20 TRDMT1 CDYL2 TFRC ACO1 PIK3C3 TMEM255A RASSF8 KNOP1 LRRC19 FANCF ZNF107 TMSB15A RAPGEF2 MAPK10 MAP7D2 CLEC7A RAB3C IDI1 FAM227B DESI2 CLVS2 ZBTB20 SSPN LCORL IFT80 LIMS3 PGGT1B EBF3 DIS3 RAB6D SFPQ ULK2 SEMA3E DIMT1 FAM199X GDA ZNF678 AASDH VPS13C KLHL11 ENPEP SGCB PIH1D2 ZFR DPY19L4 MYEF2 APOBEC4 PARVA ATRX HERC4 TPP2 MLX FCHSD2 COX16 ARL5B SOX17 PLSCR1 WDR89 LIMS4 OSER1 KRTAP4-3 CEP57L1 PPFIA2 ID4 SYT10 CABS1 MIR9718 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9718 BCL6 FAM168B MEF2C IKZF1 BIRC6 NBEA ZSCAN31 RORA ATXN3 TSNAX CRYGN ANKRD50 ATG4A SALL1 CHAMP1 VASH2 LOXL3 EPHA3 PSD3 ZSCAN22 GPR15 NAT2 ZMAT4 DMC1 PRKAB1 OTULINL BLM KDM5B AP4E1 KATNAL2 FUT9 SLAIN1 EFR3A TIMM23B ZNF426 SCN3A DCX LMLN SLIT2 ARHGAP36 STK32B ADGRE2 TMEM184A CCDC144NL RABGEF1 PITX2 EMILIN3 FAM210B SMARCAD1 TRAF3 AHCYL2 HMGB3 DEK PTN ELOVL1 ATP2A2 ELAPOR2 CAMK4 TXNDC16 CISD1 NFATC1 PRTG TCF21 COG6 CCDC146 STK40 RLF PSTPIP2 TMEM33 DDX59 FNDC5 ZBTB21 TMEM185B CD80 LEPROT PLD5 SLC46A3 LAPTM4B SLC26A4 GEMIN2 CHPT1 BBS1 COL4A1 CAV1 DYRK1A PVRIG WDFY3 ZDHHC1 WDR64 ACVR1 FXYD6 COL19A1 G6PC RAG1 ZC3H6 LSM14A MRAP2 BNIP3L NPEPPS SSH1 ANK3 NR1D2 MIR5088_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5088_3P PTPRR MYO1C HOXA10 ANKRD13C TMEM178B ANK3 CREB3L2 GRIA2 NAA35 MED21 MDH2 CARTPT CD209 GRAMD1B JPH3 ZNF480 ATP7A SPOP ELF3 GPR161 CILK1 JARID2 CHCHD6 ZNF514 VSTM4 LUZP1 ZBTB4 PLEKHH2 NDUFAF4 IRF6 DNAJB5 CPSF2 TMEM198 FRMD5 DENND4B PRDM15 RBM15B TMOD3 TMCO5A GNAS RAB3B CCT8L2 CCNJ NUMA1 UBE2I NUMB CCND1 TRAF1 LAMA4 ZNF704 RUNX2 SIGLEC6 TPST1 LYRM1 TMEM263 ATXN1L TRIM9 ZNF705A UBFD1 VPS36 RSPO3 CD72 NKAPD1 CRACD AZIN1 SPAST KLF10 NQO1 SLC45A3 FAM43B AFAP1L1 EPHB6 CARF IFFO2 PKHD1 TRIM2 CLRN1 MSX1 BRINP1 TMEM135 ATP2C1 IL12A EXOC3L2 ADD2 STOX2 DTX4 PPM1J NCK2 RAB33B PEX3 MTMR4 EPB41L1 FGF5 SLC25A18 KLHL20 SPON1 VTI1A VAX2 NXPH1 CHD3 SLC46A2 MLLT6 EFNA5 ZNF74 TANC1 PPP1R16B FURIN IGFBP5 PHLDB1 RNF122 BCR CLCN3 FANCD2 FBRS MED13 PRKAB2 AGMO MDGA1 ZNF384 FEM1B AQP2 PTCHD4 BCL6B CAMK1D VKORC1L1 KLF14 MIR660_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR660_3P GRM1 PPP1R1B UBN2 KERA CABLES1 NEDD4L HOMER1 DPP10 DGKH DNTT HDAC9 SLC35F1 VASH2 ZC3H11A NRBP1 WNT9B SWI5 GDNF CRKL IKZF3 EID1 NDOR1 TSC1 ERG NFIC RASSF1 RGS3 ZNF862 SCN8A COL8A2 TMED9 SARM1 ORAI2 ACACA GDAP1L1 AIFM1 TNFSF10 QRICH2 POGLUT1 SPANXN5 RAB3B SPG11 TNFSF15 EFNB3 CRELD2 MYZAP PDP2 TCP10L2 AFF1 HMGB1 GPD1 SP7 CNTFR WDTC1 KCNQ5 STT3A LDB2 PSG7 STOX2 EPHB2 RNF24 CAMTA1 CPT2 NAT9 CPLX2 MMS22L IQSEC2 ZNF587B GTPBP8 BAGE2 UBR2 SAP30L ZPLD1 RPS3A MMP14 IGF2 MMP20 NLGN1 TEP1 HRH2 KSR2 SPANXN1 YY1 TNRC6B RIMS4 DYRK1A CCDC9B SLC16A2 ADD1 NOL9 KIAA1958 MBNL2 SRP19 MICALL1 RALB CACNG8 SLC38A5 TRNP1 ZNF728 MIR196A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR196A_3P KPNA1 CREB5 TEX2 HRH4 GAB1 FOXO3 SYDE1 REEP5 FAM155B EGLN1 ELAVL4 CDC42BPA TSNAX ASRGL1 GEMIN8 ENO4 SEC31A GPR6 NAPB ANKRD13A ADD1 BACH2 VANGL1 RTL9 ATF7 DCUN1D1 INO80C FLRT3 JAG1 NDFIP1 NPPA RBBP9 FRS2 C9orf72 ZNF280B CYFIP1 EFNB1 CARF AMIGO2 BRAF DUSP3 DLG2 CNOT6 SP1 CCR8 DPY19L3 AP1M1 TRPC4AP EGR3 SRF PTP4A1 RLN2 IQCH ZNF805 CORO1C CUL5 HNRNPLL USO1 MSRB3 PBRM1 MTSS1 SYPL1 MAP7D2 CLRN1 ATXN1 GPR12 RABGAP1 PNPLA1 RAB32 AATK PLK4 FOXN2 FGF9 NPHS2 EIF3J ACOT11 CYB5B EIF3A MED28 RAP2A KSR2 ATL2 PPP3R1 SOCS6 ZNF704 CHST1 BRWD3 SOCS7 SEC22C CAPN2 ANKIB1 SLC25A37 HAPLN4 ZNF483 MAPRE1 INO80D SPIRE1 EPAS1 DENND1B CCDC28A UFL1 JAZF1 AK5 AKAIN1 SPTBN1 MSANTD2 ARF4 NUFIP2 BNC2 GSE1 MAPK8 FILIP1L SORBS2 TUBB2B PAPSS2 DUSP22 PRKCI ME1 NCKAP1 ASXL3 NRXN1 SDC1 WASL ZNF436 CCDC141 MIR384 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR384 PPM1M NIF3L1 HIRA MACIR HDGF LPAR1 ASAP2 NSL1 SYTL2 NCAM1 SLC35F1 RBM19 PGAP1 TENM1 ATE1 COQ2 HMGCLL1 TIMP3 CCPG1 GPM6B POM121 HERPUD1 SYNGAP1 METAP2 PDE4D PRR16 DCUN1D5 SNTB1 PTN PRKACB CC2D1B PDE5A CISD1 RSU1 EPC2 SH3BGRL2 HTR2C PIWIL4 PRTG PICALM CEP135 TMEM33 NEK4 ZNF629 GTF2H3 SOHLH2 STRN3 ADARB1 RBM18 KLHL9 CLIP1 SEC62 STX2 NFAT5 EAF1 POU2F1 GSTCD VPS53 PYHIN1 SLC30A4 ZKSCAN4 ANKRD20A4P C18orf25 SHANK2 TLR3 POU2F3 C4orf46 DNAJC25 ZNF597 KRT73 RHOBTB3 STON2 KCNJ10 MS4A8 ACSL3 CCDC169-SOHLH2 HOXB2 RCAN2 SLITRK4 SRGAP3 SLC35A5 MATN2 SPATS2L WDR44 TNFAIP1 SLCO6A1 OXSR1 ABCG1 MAPK9 OR2A4 LRP2 IPO8 MTPAP EPPK1 RFXAP OPRM1 THBS1 WDR7 CISD2 ULK2 FAM199X DIRC1 SPATA1 VAMP3 BPNT2 ANKRD20A1 AAK1 GTF2B NLK CFTR SPAST OXR1 SERF2 POGZ LRRK2 LIFR LYVE1 CENPQ RORB TAP2 ANKRD20A2P PIGK MIR629_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR629_5P ESRRG MTRF1L GAB1 NID1 MARCHF6 PRRG1 HUS1 CCR1 FZD3 TNRC6C COL4A5 KLHL13 TCF4 ATG5 RFX4 TMEM9B MMP16 GPR6 HNF4A TCAF1 ESPL1 PKLR TLK2 EIF1AD GPATCH2L TEAD4 CDC37L1 KRT40 SNX18 ANO5 CIDEA TSHZ1 UBE2E3 CDH6 ATCAY WDR47 VDAC3 CBLL1 ZBTB1 PIN1 TRIM33 ADAM12 KIAA0753 SFT2D1 CDH11 PDE7A KRT32 PHYH HSPB2 YTHDF2 EIF2A MAPK10 MUC3A SPRY3 YPEL5 MAML2 RBFOX1 CEP250 SLC25A3 AGA FAF2 HDHD2 KCNK2 ANGPTL3 ASPH RASSF8 PSMA2 DESI2 GNRHR ANGPTL7 EPC1 MED13L ZRANB2 SNX30 DENND5B PPBP SFRP2 RHNO1 SARAF HS3ST3A1 YY1 NFX1 ELAVL4 ALAD BMP2K EFR3B RTN4RL1 MIEF2 TMEM106B RRP15 NAV1 CHRNA9 SPATA31D3 ZFP3 CEP55 UBR3 RNPS1 GPR83 GAL3ST1 FRZB CEP350 NAP1L5 CLDN8 ZNF214 TRIL INSYN2B ZNF831 PRLR LRP6 MIR136_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR136_5P ESRRG SIX4 FCGR3B ZNF148 PMP22 UBTD2 TUBD1 FN1 SLAMF7 MTMR4 TANC2 CTTNBP2 ETF1 KALRN CYP4F11 XIAP MDM1 PER2 DOCK5 PPP2R2A PARPBP KCNJ4 HOXC10 JARID2 CNOT7 C9orf72 GCNT2 MAGEB4 EMCN ZBTB10 TNPO1 GLCE C3orf52 COPS4 ZNF181 RPUSD4 SMIM21 ABCD3 SMARCD1 ACER3 SH3TC2 TRPC4AP PRLR SGIP1 UBE3D CREBZF GABRA2 ZNF544 HLA-DOB PTPDC1 SNX1 TMEM161B SH2B1 ACP3 CAMSAP2 ZNF732 S1PR5 EPM2AIP1 MTPN CU633967.1 EXTL3 RADIL SLC33A1 CU634019.1 MPZL1 ARPP21 PSME4 EIF3A ARL5A PBLD UQCC1 OSBP STRN3 CFAP70 SYTL4 ZNF710 THAP3 TSC22D2 ZNF407 CU633904.1 GTPBP4 SLC7A14 RAB9A TRPM8 PLAAT2 PUS3 GLT6D1 BTN3A1 MRPL3 KCNH7 SLC7A3 ELOVL2 HERC4 CBX4 PDK1 PTCHD4 CMTM6 RABGAP1L BPTF JAZF1 BZW2 SEMA4C FP236241.1 STT3B PRPF38B SRP19 ZNF827 WNK1 RIN2 ARMH4 AIMP1 SFXN3 PPP1R14C SS18L2 MIR6837_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6837_5P GRM4 FLRT1 TBC1D22A TMOD2 PITPNM3 TRIM7 CST9 SLC8A3 WNT9B LRRC8E DAB2IP KLHDC8A THNSL2 SEZ6L2 NDOR1 CSF1 CHAC1 RPL13 GIMAP1 BOLA1 ABAT SEZ6 MS4A7 PTPN12 SERF2 ABLIM3 GAS7 FAM53A PSMA3 INTS6 ASB8 SLC6A17 IL1RN LRRC20 VPS37D GSTZ1 SDR16C5 BMF DENND4B POU2F2 CADM3 ERF WDTC1 OXLD1 CYTH1 SYT9 RAB5B DEDD2 PACS2 RXRG GRB10 SLC23A3 ORAI2 ZNF704 SORCS2 TBC1D13 APH1A HAPLN4 PSMD9 NDUFA2 USP2 SLC43A2 ACTR1A ADAMTS6 ZNF512B CA7 VRK3 NAGS SPICE1 VDR CDH24 PPP3CB GPM6A MEGF11 REPIN1 RAPGEF5 KCNJ10 ZER1 SPNS2 ATP2B1 PLEKHA6 VPS39 FKBP5 SOGA1 NPLOC4 PPP2R5D CPEB3 BIK ISM2 RPL41 NHLRC3 FAM102A OTUD7A OLFML2A SLMAP TMEM239 B3GNT7 PPARGC1A UACA PPP6R3 TTYH3 SBK1 SUSD5 NOTCH2 AP5B1 RNF135 MICOS10 NTN1 MIEF2 CHGA SLC35B1 TNS3 DEXI SPOCK2 USP42 PHF8 SNTB2 TRARG1 PNMA8B NEURL1 DDB1 CCNY MVB12B MIR5697 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5697 SLC25A16 FAM98A RIPPLY3 COX5A PPP4R3A NID1 COL1A2 ARAP2 FCAR SLC30A7 OXNAD1 OVOL2 CD200 UBE4B ZNF662 STRADB EIF4G2 MAEA FRMD4B SRSF11 CFAP45 NAB1 KIR2DL1 SH3D19 USP27X UBR1 DLG1 KLHL42 AMD1 ARHGAP12 ALDH5A1 NOL4 BARD1 TNPO1 CHAC1 EPHA5 SLK TET3 MLLT10 ZNF608 ERLIN1 SPTLC2 RHOQ MAP3K13 REEP4 PSAP DLG5 ADM SLC12A2 KIR3DL3 KIR3DL1 KRIT1 PMAIP1 PLOD2 HS3ST1 OSBPL11 OSBPL2 CREBZF USH2A NCEH1 BOD1L2 ECHDC2 SLC4A7 RTN1 ZSWIM6 TXLNG SRCAP TXNDC16 RCBTB1 GSK3B RBMS1 RPS6KA6 STRBP RAPGEF2 VPS13C SACS G3BP2 BOD1 FA2H CARMIL1 SKP2 ATP1A2 LSM11 PLEKHH1 SLC19A2 TMEM200B CDH20 COPG2 CDK8 ANKRD34C ANKS1A PPP3R1 RCN1 CIBAR1 XKRX ULK2 FBXO11 SLC45A4 KIR2DL3 TRPC3 HS3ST3A1 ARHGAP17 THAP8 RBM24 TNRC6B RCN2 ZNF598 SLC2A13 FOXJ3 EP400 USP37 SEC63 BLOC1S2 SLC7A11 SMAD1 ARPP19 MAP7 KCNH7 CHFR KPNA2 PALM3 B3GNT5 C2CD2L LRRTM3 SLC38A7 USP3 DTD2 COL19A1 CHORDC1 TBC1D4 NUDT11 USP9X CREBRF SPESP1 MCL1 NAP1L5 KIR2DL4 MFHAS1 DNAJA1 MTM1 ADAM17 MAB21L1 AMOT ZDHHC22 ANKS1B TET2 LIMS1 DMXL1 FBXO42 ZDHHC6 MGAT4A PURA RASSF3 MIR133A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR133A_5P GPHN DMXL2 FERMT2 STAG1 ST6GALNAC4 PPIP5K1 CAPS2 KLF11 SEZ6L2 PIF1 RORA BEX2 LRRTM4 GPATCH8 SENP7 SIM1 COBLL1 KLF12 CNBD1 VANGL1 CSRP2 MAST4 GBF1 VIM SNAP25 EID1 FYCO1 DGKE CYFIP1 HECTD2 EFR3A SCN3A P2RX7 RNF38 PCGF3 BEX1 GPBP1 HIF1A PACSIN2 DZIP3 PARP8 DLK1 UTP14C TCEAL8 ERCC4 PHF2 RB1CC1 PPARD FRMD5 LAPTM4A AMBN PDIK1L CUL5 GRSF1 ATP8A1 PPT1 DEK ZFPM2 PHF5A TMEM182 TMED5 RNF19A CASP3 LIN9 ARRDC3 ULBP2 STRBP NEUROD1 IPO8 TCEAL5 ACADSB DESI2 EIF3J TRPC7 NSMF RTN1 EN2 LZTS3 RIMS2 FEM1C SCRN1 RPRD1B USP49 VEZF1 RELN SLX4 C11orf91 AGO4 EPHA7 ZRANB1 MAN2A1 KDM5A CLIP1 FAM219B ZBTB6 TNRC6B RCN2 GAL3ST3 ZHX2 RIMS4 KLHL18 RASSF8 KMT5B NFIB NCBP3 XPNPEP3 CLVS1 DHTKD1 H2AX MAPK6 NOVA1 PTPN4 RARA ATG5 BAZ1B CEP350 ACVR2B PPP1R42 SERTAD4 ZIC2 ACTR8 PCNX1 AMMECR1 PIK3R1 ATP11C APPBP2 CLOCK TMEM167A ARHGAP6 BRI3BP PTGFRN DNA2 L3MBTL3 GNG2 MIR3157_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3157_5P TREML1 PPP1R1B VBP1 PTPRE GATAD1 RAB3IP TANC2 ARCN1 ECPAS MBD1 ABRAXAS1 DSCC1 PTBP2 MARCHF5 FLRT3 PTPN20 UBASH3B SNAP25 SOX30 THOC2 ZNF410 TBC1D12 TMEM184C CHD2 BCKDHB PIGS YPEL2 USP16 GREB1 TTC39C CDH17 TMTC1 PRICKLE2 DUSP23 DPH6 RPP14 TNFRSF21 C2orf83 SPECC1L IRAG1 CEBPE ZBTB34 MOB3B RB1CC1 C1orf122 TLE4 MYH8 MEIS2 TMEM182 MEX3C MYO9B ABR LRRC58 NCAN DECR2 FAM53B MGAT4A LSM11 BHLHE22 NASP MCC KIF21A C16orf72 GRM8 NAA50 SMURF1 DCLK1 ROCK1 MAD2L1BP SELE PIK3CA AGO4 ATXN1L MAN2A1 ZNF516 ACO2 KRT222 SEC62 STAU1 MRPS23 STRAP AP1AR CEACAM8 MICAL2 TPM1 CPEB4 ZNF474 HSBP1 PIGN BTG2 COL2A1 STIM2 MYO1D ZFP1 ZHX3 ZNRF3 PHF21A DUXA MIDEAS PALD1 PPTC7 GLT1D1 RAD51B MAL2 DMRT3 SYT10 AP000439.2 EPN2 SLC66A3 MIR7850_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7850_5P GABRG2 CREB5 ADAM22 RGS6 FGF12 ANKRD45 TNK1 BNC2 RPS6KB1 RORA SLC44A1 EPHA5 VIPAS39 RCC2 GATA6 ZNF577 PPP1R2 ZIC5 MSL3 USP27X TNS1 AMD1 GPT2 NECTIN3 ABAT SORCS1 ACSL5 SLC25A27 TBXAS1 CAV1 IKZF2 KCNK10 DCX RELN LDAH GPR55 TBX3 DMRTC2 GCLM ETF1 ACSL1 ZBTB34 MGA GUCY1A2 ANKRD29 IQCH SPRY3 NOTCH1 CALHM5 CNDP2 ATP8A1 PJA1 MTMR3 NFE2L3 CCDC80 NFIB DAB2 PIGA MBD5 CHFR FYB2 ARRDC3 ZBTB21 IGSF10 CBFA2T3 PPARGC1A PI4K2B PALMD BHLHE22 NAPB PRPF18 CYBRD1 CCDC34 RPL32 CDKL3 DCP1B SFR1 RNF217 DNAJC1 ADAMTS13 THSD7A UNC5B PIK3CA AGO4 SIRT3 ZNF678 DUSP19 ORC5 TSR1 PUS3 AAK1 CRACD OGA MSRB2 VIRMA BMPR2 PHF20 ATP6V1C2 CYSTM1 MIER1 UBR3 NSF ZBTB41 CCL16 GLUD1 NHLH2 LMTK2 ZCCHC2 GLI2 PDGFRA DAAM1 ZNF503 KLF9 SACM1L ARID2 PANK3 SMPD3 GID4 ZHX1 BCAP29 RALGAPB RAP1B MIR146A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR146A_5P CCL5 GATAD1 ABL2 MRS2 MBNL3 RARB HIPK3 CYP27B1 MED20 SRD5A2 YWHAB HNRNPD MMP16 PTPRA CARD10 LRCH1 ZNF662 VASN EIF4G2 ZNF367 SLC10A3 ZNF540 GDAP1L1 CASP7 PLSCR4 TCF20 C9orf72 C8orf88 LANCL1 THAP5 SHCBP1 GPM6B DDHD1 NUMB BCORL1 ARL10 DCDC1 SLC38A1 SLC12A6 UPP2 CPM FZD1 SRSF6 CTAGE8 CXXC4 ZNF676 CXADR APPL1 GALNT10 ZNF652 CCK ZNF257 FOXR2 COLEC10 TDRKH TOR1A STRBP SORT1 NEMP1 LRP2 VPS54 BRK1 SRP72 ZNF493 PPP1R11 NOS1 ZNF354B FBXO4 KCNJ16 PPBP NEB FLNA DCAF12 CD80 ZBTB2 MAP3K8 RPF1 FBXW2 USP6 BIVM MPHOSPH6 FLOT2 CTAGE4 CTAGE9 ZNF275 SIAH2 IRAK1 WWC2 SAMSN1 ZNF253 PPM1K TRAF6 AMPH CD96 ERBB4 ZNF506 MOCS2 NOVA1 SEC23IP YES1 TMEM120B ZNF649 USP32 POFUT2 MED1 C3orf38 ZNF90 ZFYVE1 ZNF136 LRRTM2 CNTF RHOBTB3 TMEM19 GRIA3 SLC16A14 BHLHE41 MIR6873_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6873_5P LILRA1 ADGRG6 BIRC5 DNMT3B CACNA1E PTK2B EXOG PRICKLE3 SLC7A8 ATAT1 SAMD4A IL1RAP DKK3 ZNF706 ANKRD36B GASK1B TRAK1 GJB1 C6orf120 SET PLOD2 DNAJC14 RASGRP4 SPAG9 FASTKD2 CNDP2 KIF21B DGKG ST8SIA3 GABRA4 GNGT2 KLHL12 RPTN MYOCD RBM14 SRSF2 DACT2 CAMK4 CERS2 FGF1 NOVA2 USP51 SLF2 KRT4 PRSS37 NFAT5 IDS WNT1 GRAMD2A FKBP4 SLC38A1 TOB2 ADIPOR2 CELF3 SLC13A3 DCAF7 GSTT2B SLC22A23 CEP350 NUDT3 ILRUN PRSS23 TMEM127 ARG1 GLIS2 UCP2 CDSN WIZ ZMIZ1 C8orf37 MYO9A CNTLN CD200R1 STUM ZSCAN29 RELCH TWIST2 KCNJ2 DAP NR5A1 C10orf95 ZNF703 TMEM164 STRN4 HECTD2 SETD3 DNAI3 BCAM KLF5 VANGL2 ZXDB LAMC1 ANKRD36C EXOC7 ZMAT2 SI AGAP1 WDFY2 RIMS4 KMT2A SLC15A4 ADCY6 POLR1D VAX1 TSPAN7 KLHL34 DCLK2 NPTX1 LRRC55 ZNF827 TLL2 SMG1 MIR4455 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4455 CDC20B CHD3 MYL9 SLC12A8 ZKSCAN8 TRIOBP HDAC11 ADIPOR1 EPB41L1 NBEA JAM2 SLC47A1 DIABLO SHLD1 EHD2 TFDP2 ADGRA1 PMS2 GSE1 ADAMTS9 ST6GALNAC3 GLIS3 ITPRIPL2 TP53I11 NECTIN1 FGFRL1 GRIK2 POU2F2 ATP11A NFIC ATCAY CAPNS1 RUSF1 PAPPA TAF2 FBXL7 TMEM43 BTN2A1 CAMK2B MYO5A GFRA3 DDX24 SLC29A4 ULK4 MAGEC1 DHRS12 POLR3B DEPDC5 DUSP18 ATP8A1 FBXL20 GPAM SYT2 USP1 ZDHHC11 RERE RORC PITPNM1 AQP9 LRTM2 CREBBP BTN2A2 TRAF7 DPYSL2 MYL1 C1GALT1 DESI2 PDE3A EIF3A RSPO4 C16orf72 TRPV3 CDC14A TNNI1 CASP14 ZNF624 RPH3AL ZC3H4 SLC7A1 CORO1A MAP6 IGLON5 SLC9A8 NLRP5 FBXO36 CNNM1 CCDC28A-AS1 SCYL1 SMO FOXI2 SLC8A2 UNC13A DTX4 TBX15 PODN TRARG1 RPL23A MRPS16 ADGRL1 VASP ZC3H6 FRZB ANKRD34A CHD2 NUGGC INHBB ZMIZ1 RTL5 CPAMD8 MIR4756_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4756_3P SLC30A6 SYNPO2 RACGAP1 ZNF384 PIAS2 MACIR SNX16 TAC1 CENPW ITGA10 TTC26 SIM1 SLC35F1 DCUN1D1 CNTNAP4 KRT2 SLC16A10 THUMPD1 CYFIP1 SLC26A8 DYNC1I2 CPEB2 ERC2 GXYLT1 RHOQ ZNF234 MRPL11 FAM126B NRXN1 DACH2 VRK2 CERS6 CDYL2 PRSS16 IGF2BP3 FMN1 ZNF772 BRPF3 LCLAT1 FOXN2 SMNDC1 CCR2 ZNF25 COL5A2 ANKRD63 YWHAG OIP5 RIPK2 APBA1 SLC18A2 FAM222A SSPN GPATCH2 PPAT SLC2A10 WDFY3 UBE2W TRDN ZNF268 CTNNA3 KIAA1549L STC2 SPHKAP GJA5 CDK4 LDLRAD3 MED27 FZD3 PPP2R1B TBC1D22B AGFG1 SAMD8 THAP9 TTPAL ZBTB22 SAMD13 KATNBL1 LUC7L3 ZCCHC14 SYNDIG1L TUBB4A TAF15 TRPC1 SERTM1 ZXDB RFX7 LMO4 BCDIN3D BOC UBE2H TRIB1 KCNIP1 SMIM18 PHLPP1 ANGPT2 CRNN NFIB ZNF519 INO80D NFE2L1 SNTB2 GK5 VCPIP1 PTPN4 H2AZ1 SLAIN2 RDH10 RAB3D WWTR1 ST7 GADL1 L2HGDH ASIC1 LARP1 MIR146B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR146B_5P CCL5 GATAD1 ABL2 MRS2 MBNL3 RARB HIPK3 CYP27B1 MED20 SRD5A2 YWHAB HNRNPD MMP16 PTPRA CARD10 LRCH1 ZNF662 VASN EIF4G2 ZNF367 SLC10A3 ZNF540 GDAP1L1 CASP7 PLSCR4 TCF20 C9orf72 C8orf88 LANCL1 THAP5 SHCBP1 GPM6B DDHD1 NUMB BCORL1 ARL10 DCDC1 SLC38A1 SLC12A6 UPP2 CPM FZD1 SRSF6 CTAGE8 CXXC4 ZNF676 CXADR APPL1 ZNF652 CCK ZNF257 FOXR2 COLEC10 TDRKH TOR1A STRBP SORT1 NEMP1 LRP2 VPS54 BRK1 SRP72 ZNF493 PPP1R11 NOS1 ZNF354B FBXO4 KCNJ16 PPBP NEB FLNA DCAF12 CD80 ZBTB2 MAP3K8 RPF1 FBXW2 USP6 BIVM MPHOSPH6 FLOT2 CTAGE4 CTAGE9 ZNF275 SIAH2 IRAK1 WWC2 SAMSN1 ZNF253 PPM1K TRAF6 AMPH CD96 ERBB4 ZNF506 MOCS2 NOVA1 SEC23IP YES1 TMEM120B ZNF649 USP32 POFUT2 MED1 C3orf38 ZNF90 ZFYVE1 ZNF136 LRRTM2 CNTF RHOBTB3 TMEM19 GRIA3 SLC16A14 BHLHE41 MIR326 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR326 OTP SLC38A2 ZNF423 CACNA1E BTBD11 TOMM34 GPD2 TMEM178B CHL1 ETS1 KCNIP2 ATP6V1G2 KCNH1 ZNF577 TRABD2B MOB3C TNR PPIL1 EPHB3 WDFY1 MRAS ODR4 FAM104B NINJ1 PPP1R3F SSBP4 GPI PIK3CG SYS1 PALM SAMD4B METAP1 PIP5K1C IGF2BP1 GRIPAP1 GLOD5 DNM1L MTR EPHX2 NDUFAF4 CEP85 PRX AMOTL1 CERS6 TIRAP BAHD1 ANKFY1 TOMM40L PIP4K2C ATXN1 ZNF322 LRRTM1 FRAT2 BRPF3 ZNF544 NHS NFATC2 TPBGL PTBP1 UBXN10 FAM168A LETM2 CMTM8 KCNQ4 PLEKHM3 SLC23A2 VLDLR MDM1 CTXN2 ADAM29 RAB3IP POLR2J3 FSHR FNDC3A GDAP2 SLC5A3 ALAD KLF3 KLK5 PPP4R1 UBE2W EMC8 MMP24 PLEKHG3 CMKLR1 MAML3 ELK1 SHISA7 RALGPS2 FBXO21 TMTC2 VPS39 SOGA1 EPB41L1 EFNA3 ARC GGT7 SLC27A4 ZZEF1 SDK2 NPAS3 OXSR1 YBEY STK35 TSPAN18 HDHD2 H6PD ITGA5 RTL8B SAMD12 RNASE13 GAB1 PRKCB ABCC1 LDOC1 RFT1 RIMS4 BTNL8 NLK CHRM1 PARVA B4GALT1 MAGI3 MTMR8 FGF11 PCNX1 XIRP1 MEGF6 KLF14 LARP1 MIR890 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR890 BAG4 EVI2B CHD3 FCGR3B HMGN3 ATP5MC3 CAMK2D AMPD3 CHP1 URI1 AIPL1 TSHZ2 G6PC2 JADE1 SSBP1 ITGA2 TRPS1 PPFIA2 GALNT3 SGCD HCAR1 AMD1 TIAL1 GIPC2 TBL1XR1 TCF7L2 TIMP3 FAM221A ZNF417 FRMD6 RIMKLB OR12D3 HACD1 USP33 SETBP1 APOBEC3A ARHGAP36 DGKI CFAP91 ARHGAP5 ALG10 HACD3 CAPN6 RGL1 SAMD12 CALM2 EGF GYS2 GALNT10 AHCTF1 ZDHHC17 BLOC1S6 ZNF395 GSPT1 IL5RA SERTAD2 THAP2 CCDC85C PDCD4 USF3 CPED1 SPTLC3 TMEM170B C12orf29 CCDC34 YWHAQ FAM168A KDM7A HCN3 LAMA4 PROK2 GAP43 BLZF1 CLK4 NFX1 MTRNR2L7 SNAI2 HLCS SESTD1 AAK1 FRMPD4 STKLD1 UBE2W MOSPD3 CLVS1 RAB3GAP2 BBS10 ZC3H6 MAP2K1 SCAI MYEF2 ANKS1B FAM151B DGKH C5orf51 HAPLN1 MYCT1 MBTD1 MIR5583_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5583_5P DLEU7 AFF4 ZEB1 LTN1 CCL4L2 TRMT9B MLF1 MBNL3 SETX STAR UBE2D3 SCN8A DDX3X TMED2 MAP1B SLC35A5 PCM1 CASR ASAP2 CDYL TEX12 TENT4B PDZRN3 TIPRL CACNB4 GALNT3 SRSF11 ETNK1 MARCHF5 EPHA3 WDPCP CEACAM7 PIK3C2A PTPN14 PTPRD CCDC152 SELENOT TBC1D12 EFR3A PRRX1 FAM169A CALU WAPL ZBTB33 CADPS2 FRMD4A NUTF2 RHOQ TRIM33 LIN54 TRMT10A ADD3 BOLA2-SMG1P6 ZNF311 TMTC3 PPP2CB UBE3C SRSF1 CCL4 SPATA18 CNOT6L MDGA2 GPC6 TLR8 THAP6 CISD2 VEZF1 GRB14 B4GALNT1 S100PBP PTPRG CPSF6 ATRX PDC SEMA3E IL20 NR2C1 TMEM106B PHLDA1 SLC25A24 ADAM9 CNTD1 NCAM2 DMRTB1 ELOVL2 FZD5 RBBP8 KLHL24 ANK2 ZC2HC1A UBE2E1 ARF4 ATF7IP MCL1 TUBB2B ARID2 GREB1 SP8 ARMCX1 MOXD1 PPFIA2 POLD3 UVRAG USP12 BET1 ZMYM2 MIR4273 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4273 FAM89A HRH4 DLG3 FCGR2B PALM2AKAP2 ZNF281 FAM104A TBCK ANAPC10 EMC4 IL1RAP THEMIS ITGA7 SRGAP3 CLSTN2 RORA VLDLR QKI ENO4 LAMP2 CNTNAP4 DNAJC11 PKD2 MSL2 TNS1 CNTN5 ZBTB10 CNR1 TAL1 PLCD4 UBR5 CYLD SLC25A30 HOXC4 XXYLT1 MBNL1 PTBP3 KIAA1191 ABCD3 TUBGCP4 PDE10A OSBPL11 UQCRB SUB1 LARGE1 YTHDF2 POLR3B IRAK1BP1 SLC1A2 GUCY1A2 ACP3 KANK2 CORO1C XPNPEP1 MAP2K5 ATXN7 NFIB SERAC1 RETREG3 ARMC8 LHFPL2 PKN2 CDH12 ZNF98 TRIM71 DEFB132 ARG2 OPN5 BBOF1 TMEM144 SNX9 CHN2 BEND6 SDC2 MATN3 TRMT10C PRMT8 PURG ZNF704 PCDH7 YWHAG KLHL1 ZC3H12D MMGT1 MID2 DAAM1 FABP2 EIF2S1 PRKD1 MICOS10 TNRC6B ZNF275 PHLDA1 KLHL18 NOG UHRF2 MTHFR EHMT1 KHSRP NEGR1 RRP8 MSX1 NR4A3 TENT2 EPPIN-WFDC6 ZNF492 TLCD4 RAB33B SULF1 MIR338_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR338_3P CAMK2G MYH15 CBL HDAC9 SLC39A14 ETS1 FAS CACNB4 AKAP12 TBC1D15 MSL2 SEPSECS ARHGEF37 SEMA6D DSC3 PIP5KL1 RGS7 ZBTB10 PPP2R5E TBL1XR1 NRP1 DUSP16 TGOLN2 HCN1 COPS4 NTPCR CNOT6 ARMCX3 SURF1 TRIM33 HIF1A CC2D2B ORC4 FAAH2 FOS PHF20L1 CBFB MYT1L LARP4 SUSD6 VAPB TERF2 PAGE5 NLRP2B TMCC3 MYPN NOL4 ZBTB18 TAX1BP3 SEPTIN8 PLA2G3 TAF1 TNFRSF1B ZNF493 ZBTB43 MAFB KCNG4 DAP3 IDNK PREX2 DCAF12 FGFR2 THSD7A RAB30 WNK4 ZFHX4 RSL24D1 ADGRA2 UBFD1 MTUS1 TPH2 MAP2 SLC2A10 PPP4R1 VPS53 ARGLU1 ADAMTS6 FGF2 PRRC2C PVALB CELSR2 GNAQ PTEN NNT CBLN3 SEC61A2 MTCL1 RWDD1 DMRT2 FUS RIN2 STK32C ZFAND2B KCND2 B4GALT3 LGALSL CAMTA1 SRGAP3 CYP27B1 INTS6L SALL1 SLC25A20 CPEB3 RAB14 SNX18 CADM2 PCGF3 F8 NIF3L1 RNF144A ABCC12 KNOP1 B4GALT7 UBLCP1 CLASP2 FBXW7 SDCBP2 FKBP1A CCNT2 THBS1 CNP C16orf87 RHO CEACAM6 SLC35F5 ACTR2 KCNA4 ZNF483 STAG2 AAK1 TIMP2 ZBTB39 ZNF215 MS4A6E NIPSNAP1 CFHR5 KCNC2 PTPN12 UBE2Q1 APCDD1 SV2A MIR124_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR124_5P AFF3 ARMC1 TXNRD1 P4HB IL6ST SLC30A7 DPP10 ANK3 LRRC28 SEC24D ANKRD6 SGCZ ZNF117 HNRNPF MTDH CHTF8 FLRT3 ASB15 ERICH1 ZNF326 ZBTB20 RIC3 ICE1 MRPS33 UHRF1 FOXG1 CD24 PPP2R5E HNMT SGCD MMADHC ASH2L HECTD2 NR1I2 MARF1 ZNF75A ZNF782 NABP1 CLCN4 CHKA DPH6 DNAJB7 IMPA1 ADAMTS19 CYLC2 RFWD3 BORCS7 MAP4 SLC35A3 FAM171B CELF2 TRAF3 SELENOF SNX2 TSGA10 TRIP4 ACAD10 MAPK14 SLITRK5 DDIAS VCL SEC23A STRBP DDX6 RSU1 ZEB2 MTERF3 APLN TMEM38B REV3L MKX SPPL3 FAR1 TMEM170B ATP1B1 USP6NL MEF2A RBM11 CAPRIN1 GPC6 DCLK1 VPS36 MMGT1 CSTF2 USP30 TLCD4 TASOR DUSP19 SEC62 ARMT1 TSPAN8 TFAP2A TAB2 HNRNPH1 AZI2 NOA1 ERCC6L2 LDLRAD4 USP31 VPS52 NSF TTC14 ZNF266 KCTD15 RAB3IP PAGR1 LSM14A MAP3K21 LIN7C CPEB2 UVRAG SPIN1 MGAT4A MIR200A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR200A_5P BTBD1 SLC25A40 ATG10 HOXA10 CRIM1 CHD7 ZNF254 MIER3 PKP2 ZNF770 ZNF91 EPHA5 ARL13B KDM2B FGF13 SGK1 SCOC IFT52 BBX GOLGA7B ZNF367 RANBP3 ARC MYBL1 NDFIP1 SP3 PLPP3 ENKUR MORC3 EID1 ZNF138 BICRA HAUS6 NR4A1 ATAD2 THAP5 KLF7 NDFIP2 HCFC2 MOBP COPS8 OPRM1 ATP6V0A2 TIAM2 PAPOLG INSIG2 EIF4ENIF1 CRLF3 SH3RF1 NFIA ZNF396 ETFDH FOXD1 C18orf54 KLHL5 DNAJC27 ZNF440 SHPRH AHR PPRC1 EPM2AIP1 TXNDC17 KCTD12 ZNF763 RAB1A AMMECR1 EIF1AX NCF2 ALX4 HIVEP3 KIAA1217 TXNRD3 ZNF493 TMEM39A PCDHB6 MDFIC SLC22A15 KMT2E ASNSD1 SEMA3E SERINC3 GLS RAB11B ZNF99 TASOR2 NSD2 PPM1E C11orf53 SULT1C2 IL1RAP LRRC57 UBR3 NSG2 AGPAT5 FOXC1 SNX4 LMTK2 BEST3 USP53 LIMCH1 HPDL GRHL1 ZC3H12C ZNF675 ZNF208 COL4A1 MIR200B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR200B_5P BTBD1 SLC25A40 ATG10 HOXA10 CRIM1 CHD7 ZNF254 MIER3 PKP2 ZNF770 ZNF91 EPHA5 ARL13B KDM2B FGF13 SGK1 SCOC IFT52 BBX GOLGA7B ZNF367 RANBP3 ARC MYBL1 NDFIP1 SP3 PLPP3 ENKUR MORC3 EID1 ZNF138 BICRA HAUS6 NR4A1 ATAD2 THAP5 KLF7 NDFIP2 HCFC2 MOBP COPS8 OPRM1 ATP6V0A2 TIAM2 PAPOLG INSIG2 EIF4ENIF1 CRLF3 SH3RF1 NFIA ZNF396 ETFDH FOXD1 C18orf54 KLHL5 DNAJC27 ZNF440 SHPRH AHR PPRC1 EPM2AIP1 TXNDC17 KCTD12 ZNF763 RAB1A AMMECR1 EIF1AX NCF2 ALX4 HIVEP3 KIAA1217 TXNRD3 ZNF493 TMEM39A PCDHB6 MDFIC SLC22A15 KMT2E ASNSD1 SEMA3E SERINC3 RAB11B ZNF99 TASOR2 NSD2 PPM1E C11orf53 SULT1C2 IL1RAP LRRC57 UBR3 NSG2 AGPAT5 FOXC1 SNX4 LMTK2 BEST3 USP53 LIMCH1 GRK3 HPDL GRHL1 ZC3H12C ZNF675 ZNF208 COL4A1 MIR378A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR378A_5P UBN2 LYN CACNA1E LIMD1 NME6 TMOD2 DGCR8 PGR MLEC C11orf54 SH2D4B KBTBD4 B3GALNT1 ROBO2 TSPAN9 VANGL1 ARPC5 MTDH ZNF84 CAMKK2 KCNH5 NPC1 CEACAM1 BCL11B TOM1L2 ACTL6A PCBP2 TRERF1 CCDC88A YEATS2 ANKRD46 NFYA TRDMT1 CREB1 PDE1C PARP8 GAS7 GRIA4 DOCK11 CNPY1 FAM53B LRRTM1 LNX1 SLC33A1 SOX12 FEN1 ITPRID1 TMEM154 TUBGCP4 BNC1 ASXL2 CYB5R4 PIP4P2 UBE3A ZNF618 PTK2 ADGRB3 PPM1E ZNF75A TNFSF14 BCLAF3 CHFR TMEM251 NDEL1 TRIAP1 PDE4D RAG1 UNC5D PELI1 VGLL3 AMIGO1 ETS1 AKAP17A FGFR1OP2 LIMS1 MPLKIP SECISBP2L WASHC4 NFAT5 TRIB2 SLC25A26 ARL15 EML1 KPNA1 HOXB2 RAB11FIP2 SLC24A2 ZNF781 MRPS2 IPMK HDX GABRA5 NDUFA4 ZZEF1 SAP30L CCDC117 PIAS4 ZNF451 SOX6 SHC3 ENPP6 UHRF1BP1 ELAPOR2 TXNDC17 VANGL2 GALNTL6 USP15 LSM11 MTCP1 TOMM40L GALNT6 HOOK3 RELN TECTB PLXNA2 CTBP2 FTSJ1 MICOS10 FLG2 TNRC6B LATS2 ARHGEF39 SLC7A11 ERCC6L2 ANO3 UBR3 MEOX2 SLC39A6 ACSL6 APOO STK4 BICD2 CLCF1 CCNY NR4A3 APPBP2 MIR6081 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6081 HOXA13 ZNF717 CCL4L2 DDX51 HMGA1 UBE2D3 SLC35F1 TGFBR1 LY75 TOM1L2 FOXG1 ZNF213 PDE1B SERTAD3 RALGAPA2 RNF170 PNISR PCOTH SCN8A WNT10B COG6 PGAP2 SAPCD1 FRMPD2 EYA3 P3R3URF-PIK3R3 PPP2R5D DPPA5 SLC16A6 NR5A2 ABL2 PRCP AMACR KDM2A FAM214B USP8 C17orf58 SEMA4B KRT39 ERC1 ZNF704 YARS1 CLCN3 MAP3K4 KLHL31 BCL2L1 POLG TMEM130 LRRN3 RC3H1 GUCY1A2 GAL3ST3 SGCB ZDHHC16 PIK3R3 EIF2AK1 RPRD1A CDH4 TEX261 MYLK4 MMP24 DCAF5 DCX IFFO2 JMJD6 ETV6 SLC2A1 GRK3 MRPS10 MECP2 CERS1 SRGAP2 SLC39A1 SEMA6A SPDEF NECTIN1 CBR1 ISLR SNX16 PLAG1 FXYD3 DHRS9 TNPO2 SDK2 RGS7BP BRINP2 ADGRG4 NINJ2 CDK11A PTGIR RPE65 ATAD2B RIMBP2 DUSP8 TMCC1 NR2E1 EPN3 ZC3H7B GFPT2 ENPEP HTR1A MGAT5 USP9Y TSPAN1 PXDN GNAZ CHST14 ATRN DYNLL2 MIR3908 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3908 ESRRG PCDHA2 ADAM22 LGALSL RRM2B HAO1 CAMTA1 PRRC1 COX5A SLC1A3 ADIPOR1 RNF24 ENTPD7 PALLD GABPB2 LRBA ANKRD44 ROBO2 C1orf141 BACH2 SMAGP CCDC47 CLGN NQO1 FRS2 MPIG6B MORC3 MIER3 PCDHA13 ZBTB14 TNPO1 FUT9 TNKS2 NR1I2 ADAM23 APP MOB1A CDK6 MBNL1 RIMKLB RAPGEF6 SETBP1 EBF2 PWWP2A PCDHA12 SUPT20H TOX3 ARHGAP5 SIK3 SYT14 HNRNPD TRIM37 RGS10 ARHGAP20 ZNF454 PCDHAC2 PCDHA11 ZNF621 PMS1 EIF5A2 PCLO YTHDC1 TSC22D1 MICAL2 YLPM1 PCDHA7 PCDHAC1 SRP72 PCDHA10 C12orf73 USP6NL SPX NALCN ZHX1 ERO1A SLC5A7 KLHL7 DDI1 CAP2 GRB14 ZNF774 NMBR PCDHA6 BNIP2 PCDHA1 CHPT1 MEGF10 KIAA0408 PHF13 ADGRB3 ZNF275 RSBN1 PCDHA5 TNKS LNX2 DCN RANBP6 COL19A1 GAS1 TRPC5 RAB28 PCDHA4 VAPA KIAA1143 CD44 EXT1 PCDHA3 TXNL1 LIN7C ZER1 TET1 MTMR10 MIR942_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR942_3P SLC25A16 MBOAT2 SLITRK3 FAM114A2 PRRC1 COX5A HIPK3 MTMR4 UBE2D3 TRPC5OS MIER3 EPHA5 MIA3 KANSL1 SDAD1 BBX YWHAZ AKAP12 CHIC1 HTR2C ZNF550 NRG1 GPATCH2L CDC73 REST RGS4 ECT2 NKAPD1 LDB2 SERINC1 DLX5 WDR72 EML6 WDR20 ZMYM2 RNF214 TAF13 NRBP2 PRDM1 PLCB1 GLCCI1 AHCYL1 METAP2 RGMB SLBP SLC35E4 GABRA2 YTHDF3 GAPDH IL15 NUP153 MYT1L CLK1 SOX6 NKX2-2 ZNF107 PROX1 SMIM10L1 EPC2 RHOBTB1 DOCK7 GALNTL6 PDCD4 KDM1A MGAT4A ZNF329 MYSM1 ATP1B1 FBXO8 GRK5 VKORC1L1 NOTCH2 HKDC1 CDKN2B PGGT1B ATAD1 ATP5MC3 PPP3R1 GLUL SENP1 PLCB4 SPEF2 B4GALT5 PTK2 MPP7 PRR14L ESYT2 COL12A1 KRT84 CSMD1 ADAMTS6 RASAL2 MBL2 SOS2 RNF44 GAS1 USP53 BICD2 LENG8 CTNNA3 NUFIP2 PPTC7 INPP4A AJAP1 KCNH8 LYRM7 PHOSPHO1 LZTS1 C5orf51 KDM1B MIR6776_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6776_5P EXOC6B AFMID CRP HDGF CACNA1E PAX5 NKX3-1 ABLIM1 SIM1 ZNF302 POU3F3 LZTS2 DTNBP1 CREB3L3 SYNGR2 IKZF3 ZNF292 MYO6 GPI CNOT6 CLIP3 SYNGAP1 C20orf194 CHRM3 SMG6 EOGT CASP10 TRPV6 TPPP3 PMM2 SFTPB KLF8 PPCDC C18orf63 CDHR3 ZNF607 CD74 EGFL8 ANKRD6 LRRC25 HSD3B7 PDE3A CERS2 EFNB3 COL23A1 TMED7-TICAM2 ZNF823 BPY2B IFI6 UBFD1 DNMT3A EAPP TRIM67 NKTR GAREM2 AZIN1 SKI GIPC3 TJP1 MCMDC2 TICAM2 HDAC6 FAM189A1 TMEM127 INHBB MARCHF10 ZFR2 NBEA RNF170 SLC24A2 FBXO41 SELENOT PHB ZNF181 ACACB DPYSL5 PHF5A CEP250 SPRING1 CLDN16 OLFML2A B3GALNT2 F2RL2 ZBTB40 PEG10 F10 MAST3 PDE6A ZFR BPY2C ATF2 BPY2 PNMA8B NCKAP5L ZC3H6 MVB12B RGL4 MIR767_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR767_3P PCDHA2 EIF4E2 METTL23 AMMECR1L ARAP2 HOMER2 MTMR4 MAPK8 PCDHA10 PRKAR2A SCRN3 ADCYAP1R1 LRRC32 TNS2 DOCK10 SLC4A10 CPEB3 JPH3 CHRD SHISAL1 ARMH3 ARMH4 FBXO9 SLC35B4 JARID2 RBM12 TXNL4B CNR1 FHL1 PCDHA13 SEC61A1 GPATCH2 CHAC1 CARD6 SPOP NFASC PTCH1 DONSON SAP30L C20orf194 HIF1A TIAM2 THRAP3 SET PCDHA12 ZNF267 CT55 BBX CEP170B KDELR3 CLDN18 CCDC126 GAREM1 SCN9A GJB2 FAM204A UGT2B17 PCDHAC2 ZNF112 PCDHA11 PRICKLE1 POGLUT1 ZEB2 SZRD1 UPF3A ZNF146 SERTAD2 ACADSB AKAP4 PCDHA7 PCDHAC1 ARL14EP PTPRT FUT1 TRIM23 HSPA9 PCDHA1 PPP1R1C MTOR RAP2A RPE ZNF710 ENOSF1 JMJD7 KLHL2 KLHL1 SMAD2 THSD7A PCDHA6 JTB UPF2 SIRPB1 NEFH ATXN7L3B PPM1B LATS2 PCDHA5 UBE2N ZNF518B AAK1 TAB2 KPNA6 ARID5B MRPS25 CLMN SORT1 PCDHA9 MLH3 USP9Y UBN1 BAIAP2 USP4 PCDHA4 VSTM2L SPPL2B ARID2 NIPAL3 SORL1 S100A10 PCDHA3 ZNF778 ARFGEF1 P2RX2 UNKL CNOT8 MIR1537_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1537_5P CALU CCDC50 CAMTA1 SLC38A2 PRRC1 DMXL2 FOXO3 ETV1 RANBP9 NR3C1 MPDZ HIPK3 ZNF736 RPS6KB1 EFNA3 GCNT1 EXOSC7 DYRK1A WDR41 STX5 TM2D3 AUTS2 LIN28B LYSMD3 RFC5 PPP1R12A ENTPD1 KDM5B COQ5 PPP2R5E LZTFL1 HECTD2 PTPN13 MGMT ZNF507 GIMAP1 INTS13 ZNF248 ATRNL1 SH3TC2 MTMR6 DISC1 RAP2C SGIP1 ASAP1 SCN2A RUFY1 RNF8 ERLEC1 CLDN18 TMPO ARMC8 STRIP2 SCN9A CPNE4 EIF4E ZNF395 SLC36A1 ZEB2 EDA LNX1 SS18 CASK ZBTB43 MDGA2 RPRD1B RCN1 SLC35E1 BRWD3 SESN1 MED13 PLXNA2 PRAMEF18 TMEM117 GLS LRRC40 TAB3 C2orf68 YIPF4 ALKBH5 SEC62 SPATA1 R3HDM1 DNAH5 SCN3A UBE2Q2 ACTR1A ZFR PLK2 TMEM79 WDFY3 NRG2 BCLAF3 CDKN2AIP CEP41 DBN1 B3GNT5 ILF3 SYNPO2 MSR1 TOR1AIP2 ZBTB47 DR1 KRTAP4-6 TENT5A PRAMEF19 NOXRED1 SERTAD4 PCNX1 PASK HECW2 LAMP2 USP34 NFATC3 ZC3H12C FGF7 UBE2F BBS5 GTF2I IL1R1 SFMBT1 MIR6818_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6818_5P KIF20A MGST1 ITPRID2 TFEC FZD6 GK TMBIM1 STAR AKIRIN1 LAX1 EPHA5 CCDC14 ARL13B BACH2 RRAGB ADGRA1 LAP3 TXK DHRS7 HTR2C EDNRB MINDY2 KIF23 RAB14 ENPP2 GRID2 NRXN1 TMEFF2 TSHZ1 FMNL3 TYW3 FOXP3 CHM FBXL7 SLC12A2 SLC26A7 ABHD17C CCR3 SH3RF1 LHX1 FHL5 PDGFB IGF2 RLN2 C12orf4 ZBTB4 ZNF436 TNRC6B SFTPB SLC25A3 COLEC10 NCAN PKN2 PERP PRAMEF25 PRAMEF5 RLN1 ZEB2 STK36 TCEAL1 ANTXR1 RBPMS SNRNP27 ZBTB20 SYT9 YAE1 LSAMP PRAMEF6 ZFX MLKL CRK SLC2A12 MEX3B ZNF416 LRRC8C WDR33 TMEM120A GLUL BDH2 ZFAND3 CISD2 HSD3B2 DSCAM NUBPL MACROH2A2 FLRT2 CCDC175 C20orf173 SEPTIN3 SLC40A1 BPNT2 CALM1 KLF6 CLEC4C NAA30 PPAT TTI1 KRTAP9-9 NRIP1 TNFSF14 PIN4 ABO RASAL2 MAPK6 UFL1 PRAMEF11 VXN SLC36A2 SGK1 EHMT2 UBE2J1 NUFIP2 CREBRF PRAMEF15 DCAF10 ATF2 PABPC4L PGM5 SEMA3D ADORA3 ATRN PRAMEF4 KMT5B MIR12125 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12125 ITGA4 SLCO1A2 LTN1 C17orf75 TMEM163 ENPP1 DTNA HIPK1 TMOD2 TARDBP ATP5PB MLEC EFTUD2 RORA ASRGL1 SH2D4B NEURL1B ZNF596 FAR2 ZNF532 GPATCH11 SAMD4A CPEB2 ARHGDIB TRMT10B IBTK PPARGC1B SLC17A4 PGF AFF1 CCDC88A TRIM37 GIMAP6 SPRYD7 PSMF1 YPEL2 SNX20 DCX ATXN2L LPAR5 DPH6 CXCL12 ZKSCAN5 ZNF711 KIAA1328 INSR CA3 MTMR6 CST11 PDE4D UGCG GJA1 MKLN1 NDUFC1 MLLT6 TNRC6B NUAK1 SPAG11B TM2D1 KCNK17 CASP3 FAM53B OR51E2 RNF213 DNAJB9 ATP8B4 SCUBE2 LONRF1 HOXB3 IDI1 YAF2 BAMBI CSGALNACT2 LAMA5 NPAT ADGRF1 SIX2 PAQR5 ZNF12 SH3PXD2A PDE4B CNIH1 PPP3R1 ZNF420 EDC3 MMP10 ZNF558 SPRED3 EIF2S1 EIF4E2 TPM3 RPS6KA3 ZNF322 MYLK2 ANOS1 ZKSCAN4 ISM1 PDE7B MBOAT1 COX4I1 EPHB6 SPAG11A WDR37 ZNF90 KIAA0232 ATP8B2 UBE2V1 TMTC2 MIR217_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR217_3P NPHP1 PIAS2 FGFR1OP2 UBA5 HIPK1 UBE2D3 ZNF746 SPRY2 PPP2R1B GALK2 SLC41A1 TNFAIP8 WDR75 NQO1 KALRN SUV39H2 CASP8AP2 ZFYVE16 KLRC1 RIT1 FOXP2 CARF CCER1 MYO6 IRAK4 ZNF330 ZNF236 CACHD1 NDST3 OPRM1 RHBDD1 FAM76B ARL10 KBTBD11 KIAA0232 TMPRSS11F KDSR RFX8 TRDN STAT1 C7orf57 SLCO1C1 EEA1 PHF20L1 CDH2 CALHM4 APPL1 NEIL1 GCA BCL11A EIF2AK3 SLC9C2 EIF4E ZMYND11 HOXC6 C5orf24 POU2F1 MTARC1 WASHC5 EIF1AX HNRNPU MLLT3 SAMD12 SGMS1 TSPYL4 GIGYF2 ITCH ZNF180 ITGA9 SYTL4 PTPRG CHML ERI2 C12orf50 KCNA4 MED6 PTPRE CCNB3 H2BC5 MYEF2 GALNT1 SIGLEC14 NFYB DPH6 CNTN1 PLPPR4 YES1 DARS2 AFP RNF168 SPIN3 CABYR SPOPL MEIOC MIR335_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR335_5P SMARCA2 CALU SYNC M6PR TMEM59 HAND1 PRKAA2 STAG1 C12orf71 FAM3B TTK ALPG MTMR4 CDC7 CERS5 FBXO28 ATE1 PTGES3L KDM2B TCF4 PTPN22 RTL9 ZNF577 TMEM74 LMX1A KRT24 FAM107B PSD3 KAT7 ZBTB20 CASP7 F13A1 MACO1 CDK13 HOXD8 SORCS1 NRXN1 POU5F1 GATA2 CCNF ARMC10 TXNDC8 VAPA GBP1 CSRNP3 LDHB KRT81 GJA5 SERF2 PAPOLA SRF ELAVL3 SEPHS1 FMN1 SOX6 FAM131B NCKAP5 KDM4C CNOT7 PLEKHA8 CHFR ARHGAP18 USP24 PGM3 EIF5A2 B4GAT1 RAB3B PTPRB RPRM ATP2B4 POU5F1B MLLT3 COL5A2 KSR2 SRSF4 RASA1 SREK1IP1 JRK CD209 TMEM41A PTGR2 DAAM1 TPST1 UBE2G1 POU2F3 KCNC1 ZRANB1 ACTR2 HPCAL4 ZMPSTE24 GOPC CAMKK2 ARGLU1 MED21 FLT1 NAA25 TNFSF11 AJAP1 CEP350 RBFOX2 SNIP1 NXPH2 GLYR1 PEX12 PANK1 DGKB ZHX1 APTX SECISBP2L PHF6 MIR526B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR526B_5P PCP4 NR1H4 MBNL3 RARB NEDD4L NME6 TANC2 LPAR1 PKP2 FGD4 RPS6KA5 HMG20A HHIP APBB2 EXT2 PDIA6 RPRD1A KIAA0319 SRD5A3 NDFIP1 AGXT2 ACSS2 PTPN14 STAM RAP1A TAFA1 ACTR3C CWC27 GRIK2 CR2 FUT9 SLC13A4 SEMA5A TASOR CREB1 RBL2 RIMKLB LYPLA1 UNC5C KLHDC1 GRIA4 PSME3 MKLN1 TBX21 ERLEC1 DNAJC21 SCAMP1 GABRG1 AHCYL2 HDAC2 GFRAL SLCO4C1 EPHB1 LEPROTL1 NPR3 SH2D2A CD200R1 POU2F1 KTN1 NLGN1 RPTN ST13 PPHLN1 MLLT3 LPL CASD1 GCLM TFPI HENMT1 GNG10 ALMS1 VKORC1L1 NAP1L3 THBS1 SPTSSA RNF217 THAP6 GABRG2 ANKRD42 CHST15 FKTN CCDC157 HSD11B2 SLC35F5 ZNF124 IDS CPA6 LRIF1 PAFAH1B1 ZFP91 TMPRSS15 NSF AKAIN1 NLRC3 RIMBP3B DTX3L WNK1 PANK3 PHF6 DNAJC25-GNG10 MTMR9 UBE2V2 CDKN2AIP MIR585_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR585_5P DYNLT1 TMEM134 NCOA7 CERT1 MIER3 PRKAR2A CCDC51 UBE2E1 UNKL PMEPA1 NDN RIMS1 ZNF117 PAX9 REPS2 NEFL GRIP1 NFAT5 SLC6A8 INA MSL2 SECISBP2L CRKL USP27X LGR4 VIM SLC7A5 TRIM58 COL6A3 ST8SIA1 RFTN1 EML6 ELF3 ARMCX5 FAM160B1 SHROOM3 PPM1A ANKRD13B MSX2 CREBZF YWHAH ZNF451 ANKRD29 DPYSL5 IQCJ-SCHIP1 INVS SASS6 KIAA1217 TXLNG CDYL2 DAB2 PRKAR1A CELF2 PPARA GORAB GPALPP1 ZIM3 ALCAM ANXA4 ERCC6 CITED2 LHFPL2 RPS6KA6 LRRN1 LEPR ZBTB18 USP38 KDM2A TMEM38B PI15 AK7 RLF EIF3J TMEM170B GOLGA7 NUDCD1 PGAP2 SLC20A1 CCR2 GRAMD4 CCNT2 HOOK3 STRN3 NRARP CHD1 ATAD1 PSIP1 RAB21 RAB30 EGR4 TDRD3 TFEB SPARC CPSF6 RAPH1 KIAA0408 RSF1 ZNF131 DUSP6 PEDS1-UBE2V1 SLC25A53 ZNF598 IGSF11 SESTD1 FEM1B SH3KBP1 ADAMTS6 HIVEP2 PGK2 NEXMIF GGCT CYSTM1 PLPPR4 JAZF1 TMEM236 CPA3 DPY19L1 DGKK UBE2V1 BEST3 ELAVL2 SOCS5 PAWR MACC1 SMIM15 CD44 SHROOM2 AUTS2 NPEPPS SMG1 NR1D2 GPR37 C5orf22 WDR26 MIR4685_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4685_5P FLRT1 TBC1D22A FAM155B TMOD2 PITPNM3 CISH TRIM7 CST9 SLC8A3 HEMK1 WNT9B DAB2IP KLHDC8A THNSL2 SEZ6L2 NDOR1 CSF1 CHAC1 RPL13 GIMAP1 ABAT RPL13A SEZ6 MS4A7 PTPN12 SERF2 ABLIM3 GAS7 PPP2R5D FAM53A PSMA3 INTS6 ASB8 SLC6A17 LRRC20 VPS37D GSTZ1 SDR16C5 BMF DENND4B POU2F2 CADM3 ERF WDTC1 CYTH1 SYT9 RAB5B DEDD2 PACS2 RXRG GRB10 SLC23A3 ORAI2 ZNF704 SORCS2 TBC1D13 APH1A HAPLN4 PSMD9 NDUFA2 USP2 SLC43A2 ACTR1A ADAMTS6 ZNF512B TMEM120B VRK3 NAGS SPICE1 DGKD TMEM185A VDR PPP3CB GPM6A MEGF11 REPIN1 RAPGEF5 KCNJ10 ZER1 SPNS2 ATP2B1 PLEKHA6 VPS39 FKBP5 SOGA1 NPLOC4 CPEB3 BIK ISM2 RPL41 NHLRC3 FAM102A OTUD7A OLFML2A SLMAP TMEM239 B3GNT7 PPARGC1A UACA TTYH3 SUSD5 NOTCH2 AP5B1 RNF135 MICOS10 NTN1 NATD1 CHGA SLC35B1 TNS3 DEXI SPOCK2 USP42 PHF8 SNTB2 TRARG1 PNMA8B NEURL1 DDB1 CCNY MVB12B MIR548S http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548S EDA2R DIP2B GPRC5B P4HB SATB1 ZNF423 BIRC6 CRTAP TSHZ2 KLF12 AKAP12 LSM12 VPS26A FOXG1 DGKE DHX15 ATP11A PAQR3 CCER1 CREB1 ECHDC1 CBFA2T2 TES DPY19L3 POLR1B SLC30A5 ABLIM3 EBPL SCN2A EEF1A1 BPTF N4BP2L1 ADGRD1 BACH1 C1orf21 AVEN ANKFY1 PTPN11 ATXN1 TFRC NLN OAT PRKCE SCG5 LOXL1 KCNJ15 CNOT1 KANSL1 JAM3 DDX3Y EIF4EBP2 NAA15 ZNF326 NTRK2 KCNG3 C1orf94 YIPF4 CLIP1 ZNF678 NFAT5 NDUFA2 MED18 TMEM51 SLC35F3 CPSF6 ANAPC16 ESYT2 PRKAR2B POP1 CYSTM1 MMP24 DGKK COA3 DSTN CLN5 CNOT10 TNS4 EVA1A KIAA1549 ZC3H12C HOMER1 RBL1 GALNT15 MB21D2 ZNF576 HCRTR1 SOGA1 TULP4 SMC3 NIPAL4 TTPAL SELENOT TEX35 RYK TNFAIP1 CYP20A1 DIP2A FBLN1 SOX5 PIGA STRBP OSR1 MARCKSL1 HSPBAP1 NIPAL1 ZDHHC21 PPP6R3 FAM166B ARID3B RBMX ACAP2 ANKIB1 RRAS2 SCARF2 PCDHB14 ZNF318 MMAA VXN SERF2 SDC3 ANKUB1 SBSPON GNAZ ACTR8 MRAP2 TLL2 PCNX4 RPL15 MMRN2 CSDE1 HMGA2 MIR5089_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5089_5P AP4S1 SPATA17 ZBP1 CCAR1 RBL1 TMEM178B C11orf54 CDK20 RINL H2AZ2 ETNK1 PRKG2 HAUS2 FBXO9 PAXBP1 IKZF3 GCNT2 C3orf35 PHACTR4 STAU1 INPP5F BHMT2 CLIP3 MRPL57 PHAX PRDM5 TPD52L1 NT5C2 SFTPB IVD ST8SIA3 TNFSF10 ABHD18 CAMK1D RAET1E HIVEP3 C15orf40 KCNH4 LPL RAB3B QPCTL ZBTB8A CSMD3 COX19 IQUB POLR2E NUMB ATF7IP2 TMEM174 ESR2 ADTRP GTF2H2 TSR1 NAV1 NRIP1 GJC1 ILDR2 PNPT1 APLP1 CACYBP IPO9 CKAP2L SGO2 FAM20A WFDC8 FANCM TM7SF3 M1AP VCP FGB ENDOU NCKAP5 PNMA2 ITGA2 TTPAL ZNF814 CBX2 SPRYD7 SPTLC2 BSDC1 PRR11 CYP20A1 C19orf84 GPR158 ENPP6 ADGRG4 GGA2 ADCY2 PAQR9 ASTN1 USP49 B4GALNT1 AP000708.1 IPO13 COLEC12 ZNF552 CBLN2 AAK1 TIMM8B NLK CRISP3 OLA1 RABL3 C16orf82 NOM1 ACTR8 MAP3K21 ASB7 ROR1 HAPLN1 MIR361_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR361_3P CBX6 ADCY5 FYN CD63 OGT HOXA10 TMEM178B CCN5 TFAP4 RNFT2 TGFBR3 SYNJ2 KLHL21 TSPYL2 URB1 ABI1 FAM160B1 SYNGAP1 HACD1 TRAF3 FAM72A TMEM47 NOP16 KIF13B NCOA2 TFE3 YIPF1 AKAP13 IVD NEK10 MPP2 MEIS2 LRTM2 POU2F2 NACC1 PRRT2 BEAN1 CAVIN4 CPEB1 FAM72C CAMK2B ATP2A3 KDM5C PHACTR1 ATXN1L XG ZNF618 ZNF264 ITPR1 NFAT5 DTWD1 SAP30L CHMP1A TBC1D16 MMP24 MSI2 SCAMP1 SENP1 OSR2 ELK1 WFS1 AP2A1 DTX4 KPNA1 EEF1AKMT3 FAM72D STUM FAM72B FBXL19 DSPP HEATR1 NECTIN1 HSPB7 PLEKHG4B PSMD2 HBB PIM2 CGNL1 PKD1L2 MLLT6 EFNA5 H3-3B NIBAN2 ALDH3B2 CTDSP1 TNNI1 KCNJ6 HIF3A PTGER2 GAB2 RIMS4 ERG INO80D PIK3C2B MOV10 TSPAN1 TMEM167B NUFIP2 CCN2 EMP1 GIGYF1 RNF112 MIR4709_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4709_5P AFF3 ECHDC1 IMMT UTY ZNF706 CDC14B PACRG PDK3 TOLLIP CUL3 SEPTIN2 BACH2 ZIC5 SPRY1 SP3 ACYP2 JARID2 NEUROD6 NT5C1B ANKS1B MAP4K4 ZNF606 NARS2 NR3C1 NFYA USB1 MAGI1 CAPZA1 ARHGAP42 C2orf49 ABHD3 POLR1B ZXDA COBL ASAP1 ZNF124 AASDH TMEM202 ZNF805 SEPHS1 SNAP25 FAM172A CALM2 PIGA GORAB SNAP91 HSPH1 TUBB2A SMC1B CUX2 CTDSPL2 BMF WNK1 NCKAP1 ZNF404 CLASP2 FAM214A ARPP21 RND3 NIPAL1 DCAF4L1 ZNF648 ZDHHC21 PACRGL FEM1C SEPTIN7 NMT2 PJA2 CLDN11 ONECUT2 ARL1 AP1G1 RPS6KA1 KIAA2026 MEF2C PLXNA2 ATP6V1C1 SNURF PICALM SNRNP70 PRKX NRAS DMRT1 CBLB RMND5A NEIL2 AKAP1 ZFR SMAD1 ARPP19 MGAT5 BTG2 SLC37A3 KRTAP13-2 PPP1CC LAMB4 CARF BNC2 TUBB2B ZC3H12C USP12 KMT5B ZMYM2 EPN2 MGAT4A MIR541_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR541_5P GABRG2 KPNA1 GRM5 ZNF189 CCDC141 WNK3 FGF14 GLTP VPS13A NUDT19 TMED7 IFT52 GNPNAT1 MAPK1 SLFN13 PRKG2 LRRC7 ZNF326 SPON1 RUFY2 GFPT1 FRS2 ZNF781 MED14 CDH8 NRM PAQR3 PTGDR ANKRD46 DERL1 LSMEM2 LRRFIP1 NUDT12 DHX40 CAMSAP2 DGKI CST11 DHX33 KIF3A TMEM161B PICALM MEX3A ASTE1 ARFIP1 FBXO25 FRMD3 TMPRSS11A SAXO2 NR3C2 RNF144A TENM3 ABCB7 SOCS4 NCAN MAP4K5 CTDSPL2 C18orf32 GSPT1 MIPOL1 SPRED1 C12orf75 CHD8 EIF5A2 RBM17 NAP1L1 TEP1 THAP10 CHD6 FBXO33 CLVS2 CLEC6A SMNDC1 ADAMTSL3 PLXDC2 COPS2 APIP CDK6 RPL17-C18orf32 LPP SLC7A6 VEZF1 LUM CLC RAD51B ULK2 RHNO1 ENOSF1 MED13 TIGAR MAGEB2 CCDC82 TMEM248 RAPH1 CEP112 MYF5 TINF2 PCDHGB7 VPS13C SCG3 PM20D2 PRELID3B RPS6KA3 MARF1 ZNF708 GATAD2A UBE2W ING3 EFNB2 PRRC2C C8orf34 TRHDE JAZF1 GABARAPL2 CPA3 SGTB GLIPR1 CNTN3 SLC46A3 PIGM TM7SF3 ZNF586 MIR3682_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3682_5P BTBD3 CHST7 CLIC5 AADAT FERMT2 STAG1 FAIM OGT TRAPPC9 GABPB2 DZIP1 B4GALT6 GAL3ST1 MECOM APBB2 MDM4 MAPK1IP1L BASP1 TMEM50B PAK5 NAB1 SERBP1 ARHGEF9 FAM122C ESM1 APC ZBTB10 MTF2 FUT9 LHX9 TASOR CREB1 MFF KCNT2 SYNJ1 TRIM33 CYSLTR1 DDX43 CAMSAP2 PWWP2A ATP2C1 PMAIP1 COG6 NOL7 STXBP5 EEA1 SLC1A2 TTC30A UBE2K HDAC2 FOXRED2 CACNA1B SCN9A GABRA4 FEZ2 USP38 FSBP SCEL CIAO2A GOLM2 STIM2 CYB5B DDI2 CNKSR2 HNF1B RPRD1B DUSP8 USP49 RIOK2 BRWD3 ZC3HAV1 BMPR1B SRP9 EXPH5 ATF6 MOSPD1 PIAS2 EMX2 PPM1E DTWD1 MBLAC2 RNF43 MTFR1 DNM3 CDC42SE2 RUNDC1 NPY1R PIGN GCC2 IMPACT HECTD2 HOXB6 DCAF7 DCAF4L2 UBXN4 DNAAF4 PHF6 KANSL2 SPIN1 DOCK4 ZNF319 MGAT4A AKT3 MIR4436B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4436B_3P PPM1M WASF2 TRIM46 KCNIP1 IKZF1 KBTBD2 COL5A3 TSPAN9 HNRNPR SLC37A1 LSM12 PARP6 N4BP1 ETV4 CDIN1 KLHL14 PUM2 AK3 NFYA ZNF862 TMEM217 AGO1 SHOC1 LUZP1 YTHDF3 RHBDL1 FHL1 FAM53A CDON SUSD6 ZNF385A PRMT6 SLC6A17 KIF21B DUSP13 GABRA4 ANKFY1 ST3GAL5 PAX5 TRIM4 AIF1L WDTC1 KIAA0513 PRR32 KCNB1 MAP3K11 FNDC3B TRIM26 REG3G ANKRA2 STEAP2 CECR2 NAV1 TCEA2 NFX1 MAFG CERS3 RNF19B SLC10A7 RASSF4 DGKK XYLT1 USP7 DCX TENT4A MORN5 SSR1 NOS1 RIMS2 BTN2A2 HR FAM78A VPS39 KCND1 CLIC5 SCML1 NCAPH ADAMTS4 PIANP RAB1B COL16A1 SMARCD1 RTKN RGMB NQO1 MAPKAPK2 TRIM35 TMEM201 STK35 ERG28 LDLRAP1 NOTCH2 STAB2 ARHGEF6 SOX10 GOSR2 ATP2B4 SATB1 KCNJ6 NEUROD4 SH3GL2 CHAF1A GRM2 DGKI SDC3 ACVR2B AMOT SRGAP2 TLL2 C17orf67 MIR449C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR449C_5P SOX6 NCOR1 TENT4A PRKAA2 CADM2 SOGA1 AMER1 RHOH THRB BRPF1 CNTNAP1 MTDH MAPK1IP1L HTR2C NFAT5 CDRT1 STMN2 MTF1 TENM1 ZC3H12B GTF3C2 CDK19 DLG1 ACTL6A ELMOD1 IFIT1B ANKS1B FUT9 RAP1GAP2 ERLIN1 DLL1 PIEZO2 MAN2A2 APH1A ATP6V0A2 CAMSAP2 CYRIB RALA HMGN4 FAM219A YWHAZ DEFB134 ARID1B MET ELAVL1 CALN1 ZBTB34 KCNA1 DNM1L AHCYL2 SLC25A13 IL1RAP APPL1 TMCC3 PIK3C2A CELF2 BACE1 SMPD1 WIPF3 FBXO45 PUM1 HOXB8 SLC25A36 RAB3C LYST QDPR ZC4H2 RFX3 MAPK4 HDGFL2 NEUROD1 PFKFB1 JAKMIP1 CTNND2 MAP3K9 PYGB LCP1 TSPYL4 APOB ATAD2B MLLT3 RDX FKBP1B KRTAP3-1 PTP4A2 PHACTR1 TOX PTPRG MYF5 MYC TASOR ATP1B3 PLEKHA1 ASPHD2 GSK3B CELSR3 VAMP3 CBLB STK38L ZZZ3 THAP12 MARVELD2 DENND1B NEXMIF PARD3 CEP55 MYCBP2 PTPN4 GAS1 NDRG1 CD40LG TFDP2 MIDEAS DAAM1 DGKI MTCL1 ZNF597 SNIP1 HOXC8 ARID2 PAPSS2 ETS1 CNTN3 CLDN8 PHF6 TAF1A CREB1 GRHL1 ASCL1 HMBOX1 ATP11C KCTD16 NHSL1 STK39 ADD2 FBXO40 USP15 XKR6 TMEM19 MIR506_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR506_5P SYNC HMCES ADNP FAM72D CTSW NRN1 MSS51 FAM72B CERT1 EIF4B C11orf54 TSHZ2 RORA NCKAP5 QKI HDAC6 COX11 RCC2 SERPINF2 ANHX AGBL3 EDIL3 MTDH TBC1D15 NMD3 SPON1 ANXA10 DHX9 CYBRD1 SPRR2D PAN3 C17orf80 TBPL1 RAD54B G3BP1 TRERF1 UTRN NKRF ATP6V1A ZBTB33 NSMAF EIF5A LARP4 VAMP7 GRIA4 PSME3 RALA FAM72A LRRC34 SGIP1 UTP14C TULP3 DCUN1D5 TNRC6B ZNF732 DEPTOR SLC16A6 OGFR PPARA TBC1D5 PLPP6 SOCS4 ARHGAP18 HTR1F POLDIP3 RFX3 EIF5AL1 TMEM237 FTSJ3 ACADSB ITPRID2 TMC5 LPL RNF169 STN1 ATP2B4 MTERF4 MDFIC LAMC1 DENND2C LSAMP CNOT6L FAM72C TPSG1 COMMD3 SCD5 EVI5 SREK1IP1 ZBTB2 THSD7A AP001372.2 WRN ANAPC1 DBP EIF2S1 FRG2C ORC2 SRARP RTN4RL1 CALCR SBF2 HLA-DQA2 GFER PRPF8 CUL9 EPS15 TGS1 MDGA2 TACC1 CEP41 PPP1CC NXT1 BTBD17 SMC5 EDAR PLPPR4 HAUS4 DTL PNLIPRP3 NHLH2 CHORDC1 ZNF718 CFHR5 SQOR TNFRSF11B GLI2 SIPA1L2 CSNK1G3 CFAP100 VSTM2L UTP18 RAB38 LIN7C TRAPPC8 ITPKB ATP8B2 GNG2 MIR6787_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6787_3P MDM4 CAMK2G PITPNM3 ETS1 ITGA10 RHOT1 TEX12 ZNF250 SLC35A2 TFDP2 MOB1B TBC1D15 INAVA ANKRD40 SNAP25 BCL11B AQP4 RMDN3 TIMP3 GTF2E1 KCNQ2 CASP7 MKLN1 ODF2 SPAG9 ASB6 ZIC4 ARMC8 SRPK2 SF3A3 EBI3 TAF12 RAB8A SEPTIN8 FMN1 PID1 SRP54 SNN PHACTR2 RAB5B PRR14 GRAP2 VPS50 NCOA4 TRPM3 TPBG SEC22C FBXO11 SNRPF KIF1B TUB FBXL5 CLDN12 ADAMTS6 MIPOL1 PEX13 MIEF1 MOB4 PLP1 SVBP OSTC CTNNB1 HOMER1 HSPE1-MOB4 PELI2 NUP133 RANBP9 NBEA CFHR1 GZMB SYDE2 YBX2 YTHDF2 TAF5L SOX2 CFH WNT9B KDM4A RBMS1 SEMA4G PATZ1 DOK6 NYNRIN EFTUD2 EIF4E2 CNTNAP2 RNF138 THSD7B FGFR3 SLC31A1 FAM102B SLC6A7 OGA DIDO1 ATRX CFHR5 LYRM7 MRAP2 ZNF831 MOSPD2 ST7 LRRC4 MIR6814_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6814_5P AFMID SSR3 DDN SLC9A5 R3HCC1L BCL9 ZNF367 SPATA6 HEYL HELZ2 ZNF41 CRISPLD1 ATAT1 RBMXL1 ZFYVE27 TTC24 SEPTIN2 FAM161A ZBTB5 PKMYT1 PAPPA AIDA ARHGAP5 CXXC4 CMTM5 RTN1 VAPB USP1 PCGF5 SLC9A3R2 SHISA9 FAM163A ASPH COL25A1 USP39 STN1 CCNJ ATP1B1 GRAP2 LGSN LPP CAPN2 BCL2L2 SEC24D RC3H1 ADCY1 CA12 SRSF3 SRF MICAL2 NAV1 DEPDC1 PYGM NR1H2 KIF5B NCOR2 RABIF ADIPOR2 ZFP91 CERT1 STXBP6 C20orf202 TIMM10B MFAP1 ALDH1A3 PGM5 GBP6 ELK1 MBD6 NOS1 ETV1 DDX42 MYO1D TMCC1 AHSA1 TBL2 MAT2A RIMKLA SLC25A35 MACO1 PTPN14 RBBP4 BEND4 LCE1F SH3TC2 MRPL35 SLC39A8 PDIA6 PEX5 ALK CCM2L CDRT1 SDF2 INSYN1 MED9 FBXW11 TMEM65 THAP3 RBMX ATP8B1 GCNA AMPH ALG14 ANKDD1A DNAJB2 EPX BZW2 MTCH2 VPS26B SPEF1 ACRBP MMAB NEK9 MIR582_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR582_3P CREB5 DELEC1 FERMT2 UCHL5 MAP4K4 RPAP3 PEAK1 GAL3ST1 CDK7 ALDH1A2 TBR1 RAP1GDS1 PPP1R2 CA10 SKP1 NFAT5 CEBPG RHOA SLC26A9 HOATZ POLR2M PARG WDR31 BEX4 PRDM4 CDYL KRT32 CRLS1 SCN2A SYT14 FER DIXDC1 KIF3A KRBOX1 SCAMP1 RBFOX1 PPA2 N4BP2L1 KATNAL1 VSX1 GAREM1 FANCF BICRAL H2AZ2 ACTR10 TNFSF4 FUNDC2 ACTR3 LONRF1 ZBTB43 LRP2 SLC44A2 U2AF1L5 NEK7 GCOM1 CTNND2 SKIL RTL8B PALMD COPS5 UCK2 STT3A HERC3 MRC1 TAFA5 HTRA4 ATAD2B BCCIP SEPTIN7 GPATCH2L RNF217 ZNF704 NRBF2 EPS8L2 PROK1 KMT2E ENOX1 E2F7 RLIM UBXN2A FTSJ1 RSF1 RBM3 SLF2 SLMAP MAP3K5 AAK1 AKIRIN2 AZIN1 DLAT SMAD1 PRRC2C PKHD1 LRRK2 ACVR2B CCDC40 AHSA2P SCN7A U2AF1 ARHGAP21 MIR4483 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4483 RGS6 UBE2V1 GSG1L SGK2 CACNA1E CEP85L NXF2 FOXJ2 ALOXE3 TMEM217 IL1RAP ZFR2 RAB5IF PALLD ROPN1 MCCC2 ROBO2 RTL9 ZMYND8 TGIF2-RAB5IF PDZRN3 EI24 SLC25A34 MYORG SNX19 FUT5 SYDE2 PRELP SHISAL1 KCNE1 DTNBP1 PPARGC1B FBXO41 RAB7A PCBP2 NFIC COBL FMNL3 MGAT5B NMUR1 ERC1 ASCC1 GPR55 SH3TC2 KCNAB2 CALN1 CXXC4 ASTE1 AKAP13 ARMC8 IQSEC2 CHRNB4 HIVEP3 KCNH4 UCK2 TTYH3 MED13L RIMS2 COL23A1 SMURF1 PPP3R1 VAMP1 PATZ1 FBRS UNC5B SORCS2 VSX2 ANKIB1 THG1L HIC2 ZNF445 NSG1 REEP2 SESTD1 FGA TAB2 SH3KBP1 CCDC57 GTPBP1 NXF2B PHF8 GRAMD2A MAPK6 HSBP1L1 SLC16A2 GCNT4 ZYX NXPH3 DLK1 ALPI LRP2BP FLT4 ZMIZ1 NRIP2 ADARB2 KRTAP5-6 KCNJ10 PURA MIR6754_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6754_5P NBL1 C10orf105 ADAM19 RAPGEF1 KCNE1 FAM222B LINC02873 TOM1L2 IL17RD CNIH4 CLCN6 MAPKBP1 ATP1B2 DUSP3 TTC39C GXYLT1 OPRM1 RAP1GAP2 B3GLCT SMG6 HS3ST2 ZBTB4 NGEF SLC6A17 GIT2 NPR3 PRSS16 GLRA4 ZDHHC9 SPRR2A RAB3B STN1 RAPGEFL1 GADD45A CDK14 EIF4EBP2 CD82 TRIP12 NCCRP1 TRIP6 FLOT2 TMEM138 PSMD9 NFAT5 MS4A18 SNRPD3 FCHSD1 SKI GREM1 IKZF1 PDE7B KCTD7 KDM4E MYLK4 INSM2 PCYT1A FANCC IFFO2 NIBAN2 KIAA1671 SPRR2B ESAM EXOC3L2 ARHGEF11 HTR3E SHISA7 PIGZ KRTAP5-2 WFDC10B TRIB2 NR1D2 SATB2 FAHD2B TMEM183A SOGA1 MAP1A TBC1D8B AGO1 ABHD2 HTR3C NMUR1 MITF BCORL1 SMARCD1 TPP1 ZDHHC3 ZBTB34 NFAM1 CNTN2 PRRT2 GANC KBTBD13 RPH3A NYNRIN TDO2 SPRR2E ALX4 CCL22 SUFU HTR4 TBC1D20 MEF2A OSBP C6orf223 ASTN1 SV2C TAP2 TNNI1 VWA5A KRTAP5-10 BBS1 KMT2A ERCC6L2 ZNF444 SPINT3 ZNRF1 MFRP SLC6A6 SDC3 DDB1 PRICKLE1 CDK12 ARL17A MIR8060 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8060 CLEC1A VBP1 SLC8A3 ARMC1 ZNF566 SOGA1 FZD3 SLC30A7 CHL1 DGKH NBEA ARHGAP30 FGF14 ASAP2 ARHGAP9 JAK2 COX18 CA10 CPEB3 CSMD3 QRICH1 PRH2 RUFY2 GPR15 ZC3H12B CDK19 TMEM216 HBP1 JARID2 MED30 TMSB15B ITGAV SORCS1 SYF2 SEMA5A EPSTI1 PPP2R3A MUC17 NXT2 LRIT2 ZNF711 OMA1 YWHAZ EBPL ANKS1B ARID1B GUCY1A2 CELF3 VAPB CERS6 RBMS3 DACH1 TMSB15A POU2F1 FBXO21 CLDN1 CLMP PCDH9 XKR4 CLTC MON2 ZAR1 RFX7 C2CD4A CLDN12 MAF RNF2 EBF3 TET2 TCAF2 KRAS FAM149B1 SLC23A2 EPG5 TRDN MEGF10 ANKRD42 TMEM135 NRIP1 MAPK6 NFYB CARNMT1 TFF2 TFAP2A CELSR2 PDGFD OXR1 SELENOW TNMD NPAS2 WWC3 MAPK8 ATP6V0D2 LONRF2 C5orf24 GLI3 KY KAZN ASXL3 CST3 FUT11 CDS2 MIR7112_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7112_3P FGF12 CAMK2D SLC16A9 FKBP1B CCAR1 ELAVL4 MAP1B ZFP90 TRIM39 RPE RAB11FIP2 GLIPR2 SALL1 SLC35F1 ANO4 KRTAP22-2 PPP6R2 MSL2 ST6GALNAC3 ESM1 ENTPD1 CDH8 PLCB4 SURF4 ATP2A2 NDP TSPYL2 UGT2B10 RRAGB IRAK4 CNOT6 XPO4 PBX3 PPM1A GABPB1 PPHLN1 MYT1 TOX3 BCL2L11 CALB2 MET SLC24A4 CSPP1 CBFB PDIK1L HES1 UHRF1BP1 NAV2 ABCC2 ZDHHC17 RRAGD RNF182 TMEM30A ZEB2 PAPOLA RBM46 DHRS13 KAT6A NFX1 BEND6 LRPPRC ZNF254 FAM8A1 EPC1 RXRG TAT BEGAIN UBE3A ONECUT2 KLHL2 UBAC2 DDX28 YWHAE AGO4 PGBD5 ST8SIA4 RPEL1 RPGRIP1L SH3KBP1 TMEM26 FAT1 TMPRSS3 PPM1H TRHDE BTBD10 RANBP6 SLC36A2 DR1 TFDP2 CALCB H2AZ1 APCDD1 PABPC5 TRIL SF3B1 MIR18A_5P_MIR18B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR18A_5P_MIR18B_5P ESR1 ACSL3 AGFG1 MBOAT2 ATM HMBOX1 ZBTB44 KCMF1 TRIOBP EPB41L1 DICER1 LACTB2 PHC3 RORA KCNJ2 PHF19 PATJ KLHL20 ITGA2 PNISR BBX HMGCS1 SH3BP4 ZNF367 RAB5C FBXL3 GCLC CDK19 FRS2 NR1I2 CCDC88A ESCO2 HEATR5A MYLK IQSEC3 OLFML2B DIRAS2 PSD3 MAP7D1 HIF1A FAM3C PIAS3 PDE4D CTDSPL RAB5A ZCCHC24 KCNA1 GOSR2 GPR158 YPEL5 CA13 TBC1D9B SOX6 CAD GIT2 IRF2 NEDD9 SYNM MAPK4 XYLT2 ZCCHC3 ATXN1 MAP3K1 AEBP2 RABGAP1 VPS13A TNFAIP3 ADD3 GLRB PRSS12 TMEM170B TOR1B DPPA3 ZBTB20 CCR2 ZNF365 NAA50 ATL2 ZNF704 SMAP2 BRWD3 NEDD4 YBX3 MEF2C HSF5 FRYL TMEM248 PARD6B SMAD2 ZNF99 KDM2A CEMIP2 CA12 BTG3 ZFP62 RUNX1 KPNA6 DIP2C KCNH7 KCNS2 RBBP8 FCHSD2 PNLIPRP3 XYLT1 RNF145 KLF6 ZBTB4 ZBTB47 NUFIP2 SIX3 CCN2 PTCHD1 SORBS2 TAOK1 FER TWF1 SUCO TRPC4 CREBL2 GIGYF1 FAM9B TRAPPC8 PTGFRN TRIB2 ERI1 MIR3164 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3164 CPEB1 HIRA P2RX2 FAM120C MPDZ BTBD11 REP15 CTNNA1 ZNF559 IL1RAP OPALIN DGKH PEX11A SRD5A2 AGL IAH1 CYP2R1 RUNX1T1 SLC2A4 HSD17B13 HNRNPLL STXBP1 GUF1 INA TMEM50B SEPSECS HS6ST2 ZNF268 KDM6A ZC3H12B INPP5A NUDT13 DGKE GRIK2 PUM2 PARPBP KLHL14 ST6GAL2 RNF103 HSFX3 OVOL1 SLFN5 ZKSCAN1 ACSL4 MARCHF1 MFAP3L SH3TC2 EGR3 MAP4K3 NOC2L RBMX RABEP1 KIF3A POLDIP2 LINC02874 C4orf33 ATP8A1 PRKAA1 TMED7-TICAM2 SRRM4 TXNDC16 CISD1 DST ASH1L PADI4 ZNF879 ANGPTL3 NYNRIN SCN1A NPHS2 ZNF648 ATP1B1 ZNF25 OSBP KIAA1109 COL5A2 ITGB1 CLPSL2 COX15 RAB21 PARP12 KRAS EPN3 CPSF6 TMEM248 ZNF28 SLC49A4 BCL9L MTRR MID1 PDE12 SMIM9 CACNG3 TESMIN TICAM2 MEIS2 HDAC5 MTCL1 ZNF503 ENOSF1 SOS1 RDH10 C1orf116 ABCB5 MYO5B XKR6 USP12 ITGB8 MIR873_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR873_5P BPGM CCN5 ZSCAN32 TUSC3 TUBGCP3 ENAH DSG2 ZSWIM5 CCDC60 ZDHHC15 GPRASP1 BTBD9 PSD3 BCL7A CTBS THUMPD1 PSG3 PGK1 AFAP1L2 ZNF608 PADI2 PSG5 PER3 MLXIPL PTPN12 ITGB6 ITIH6 MAP4K3 ZNF805 SPRY3 LYPD1 ENDOV HCLS1 HNRNPM TNRC6B EGLN3 PRKAA1 SYN3 FOXK2 STRA6 NPTN CLEC17A RBFOX2 SERTAD2 CSGALNACT2 AHNAK FAM83A DNAJC18 EPB41L5 COX6C MAP11 CACNB2 YAF2 CNNM4 MRTFA GCH1 BSCL2 SEH1L S100A7A PTGS1 SRRM2 IGSF11 KLHL11 ATP6V1G1 CEACAM8 IDS PPP4R1 ARGLU1 PGM2L1 RNASEH2B CDK15 PDE4D PSG11 HNRNPDL PHF6 SPOCK1 ARHGEF11 HR ATP8B2 ATP2B1 KPNA1 LIX1L HMOX1 PCSK5 DPF2 GRIK2 ZNF385B NOTCH2NLA ABCA1 ABCE1 EPB41L4B NKAIN3 SH3RF1 MROH9 DHRS12 TERF1 SNX27 CHRNA5 STRBP TMEM266 MED9 GPATCH2L E2F7 JCAD SPRED3 HPCAL4 CEMIP2 GALNT1 EPC1 GTF2H1 PHIP KRT20 MED1 MCM9 PECAM1 ANKRD27 MIR6879_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6879_5P PPM1M WASF2 TRIM46 KCNIP1 IKZF1 KBTBD2 COL5A3 MRPL4 TSPAN9 HNRNPR SLC37A1 LSM12 PARP6 N4BP1 ETV4 CDIN1 KLHL14 PUM2 AK3 NFYA ZNF862 TMEM217 AGO1 SHOC1 HLA-DOB LUZP1 YTHDF3 RHBDL1 FHL1 FAM53A CDON SUSD6 ZNF385A PRMT6 SLC6A17 KIF21B DUSP13 GABRA4 ANKFY1 ST3GAL5 PAX5 TRIM4 AIF1L WDTC1 KIAA0513 PRR32 KCNB1 MAP3K11 FNDC3B TRIM26 REG3G ANKRA2 NOVA2 STEAP2 CECR2 NAV1 TCEA2 MAFG CERS3 RNF19B SLC10A7 RASSF4 DGKK XYLT1 USP7 DCX TENT4A MORN5 SSR1 NRIP2 NOS1 RIMS2 HR FAM78A VPS39 KCND1 CLIC5 SCML1 ADAMTS4 PIANP RAB1B COL16A1 SMARCD1 RTKN RGMB NQO1 TRIM35 TMEM201 STK35 BAZ2A ERG28 LDLRAP1 CBX7 NOTCH2 STAB2 ARHGEF6 SOX10 GOSR2 ATP2B4 SATB1 KCNJ6 NEUROD4 SH3GL2 KCNQ3 CHAF1A DGKI SDC3 ACVR2B AMOT SRGAP2 TLL2 C17orf67 MIR34B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR34B_5P SOX6 NCOR1 TENT4A PRKAA2 CADM2 SOGA1 AMER1 RHOH THRB BRPF1 CNTNAP1 MTDH MAPK1IP1L HTR2C NFAT5 CDRT1 STMN2 MTF1 TENM1 ZC3H12B GTF3C2 CDK19 DLG1 ACTL6A ELMOD1 IFIT1B ANKS1B FUT9 RAP1GAP2 ERLIN1 DLL1 PIEZO2 MAN2A2 APH1A ATP6V0A2 CAMSAP2 CYRIB RALA HMGN4 FAM219A YWHAZ DEFB134 ARID1B MET ELAVL1 CALN1 ZBTB34 KCNA1 DNM1L AHCYL2 SLC25A13 IL1RAP APPL1 TMCC3 PIK3C2A CELF2 BACE1 SMPD1 WIPF3 FBXO45 PUM1 HOXB8 SLC25A36 RAB3C LYST QDPR ZC4H2 RFX3 MAPK4 HDGFL2 NEUROD1 PFKFB1 JAKMIP1 CTNND2 MAP3K9 PYGB LCP1 TSPYL4 APOB ATAD2B MLLT3 RDX FKBP1B KRTAP3-1 PTP4A2 PHACTR1 TOX PTPRG MYF5 MYC TASOR ATP1B3 PLEKHA1 ASPHD2 GSK3B CELSR3 VAMP3 CBLB STK38L ZZZ3 THAP12 MARVELD2 DENND1B NEXMIF PARD3 CEP55 MYCBP2 PTPN4 GAS1 NDRG1 CD40LG TFDP2 MIDEAS DAAM1 DGKI MTCL1 ZNF597 SNIP1 HOXC8 ARID2 PAPSS2 ETS1 CNTN3 CLDN8 PHF6 CREB1 GRHL1 ASCL1 HMBOX1 ATP11C KCTD16 NHSL1 STK39 ADD2 FBXO40 USP15 XKR6 TMEM19 MIR4796_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4796_5P PAX6 RWDD3 CCDC32 RNF152 CAPS2 REEP1 GLS2 HIVEP1 PACRG LAX1 ZNF91 EXPH5 EDEM3 B4GALT6 PDE11A CDYL DSG2 LRRC18 HHIP RIMS1 AUTS2 NIP7 LMX1A ST6GALNAC5 ZNF84 PLEKHB1 FKBP1A RANBP3L FRS2 SNAP25 SP100 AC011525.2 VEPH1 TMEFF2 DUSP16 KIAA0100 SCAF8 IKZF2 SHROOM3 TRMT11 SLC25A17 EDN3 IRF2BPL WSB1 SNTB1 ATP8A1 EGF RTF1 ZNF652 C1QL3 RPS6KA6 PMP2 CUX2 SNX12 FBXO47 REV3L ANAPC16 AFG1L SKP2 CHD6 RAB3B FOXN2 CCDC186 CYTIP PRDM2 PABPC1L2B VCAM1 PREX2 ADH4 ZNF709 ABHD10 PCDH18 PAX4 EPHA7 MAIP1 NOD2 SNX25 LEPR ARL8B ZNF81 TRAPPC3L SLC44A5 USP42 USP31 N4BP2L2 WDHD1 GAS1 CYP27C1 APC CTNNA3 VWC2 UNK ETS1 ASXL3 MYO5B PCDHB9 RND1 SLC16A14 MGAT4A MIR365A_3P_MIR365B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR365A_3P_MIR365B_3P CREB5 SIX4 ZNF148 SLC43A3 RASD1 PRLR MYLIP AFAP1L1 DNAJB4 IL1RAP HDAC9 ARRB2 KCNJ2 ANKRD11 PRPF40A PCNP HHIP PRUNE2 KANSL1 SGK1 ACVR1 HMGCS1 MAPK1 KLRD1 ESRRA NR4A2 SEMA3A LYSMD3 GRAMD1C ARHGAP12 FAM91A1 ZNF782 MYLK LPAR5 ADM ANKRD17 EYA2 USP33 TIAM2 HOXA9 LRIT2 ADD3 TMEM106C ROR1 RGS20 EFEMP1 UGCG CBFB MEX3A WDR90 NR3C2 GON7 SYPL1 ZNF644 YRDC TBK1 ZNF680 TMOD3 EHF VGLL3 JADE2 ZNF493 UNC5D EPC1 SIAH3 ANKS1A SH3PXD2A GPC6 RICTOR UBAC2 KIAA2026 SSH2 PLCB4 PIK3R3 SLC30A7 MAK GLIPR1L2 USP48 SESTD1 KLF3 RAC1 DLAT NFIB ING3 RAPGEF4 BCLAF3 STARD4 RPS10-NUDT3 SNX12 TECPR1 TFDP1 TRHDE PTPRJ OXR1 SRGAP1 WDR37 DLX3 NUFIP2 CREBRF NUDT3 C18orf25 AMMECR1 TLL2 ZFP28 MEAK7 ZNF124 PPFIA2 DDX60L SOCS5 E2F2 IGFBP7 UBE2D3 UBP1 NR1D2 MIR5087 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5087 NR2F2 MMD ZNF148 ZNF384 IGF2BP2 HNRNPH3 BCL2L11 PALLD ALDH1A2 ARPC5 TRPM4 TBC1D8 PAIP2B MAP3K7CL EOLA1 FLT1 LIN28B TOR1AIP1 PEX5L BCOR HS6ST2 KPNB1 REST HADHB ZFHX3 MIER3 UBE2H ZNF280B ZBTB14 POU2F2 RFTN1 CARF TOP1 ABCC4 CALU SLC22A4 HIPK2 PBX3 FOSL1 DCSTAMP USH2A SCN5A OTX2 DCUN1D5 GRIA3 ZNF699 C1orf21 ZSWIM6 PMP22 GSK3B GTF2I ZNF107 FBXO17 ARHGAP18 KCNMB4 LDLRAP1 KANSL1L REV3L ST13 MAP3K20 STRN3 SNX30 HLA-DPB1 NEB ZNF710 NRBF2 CDC14A ADAMTS15 NUBPL FTSJ1 ATG3 KCTD8 SCYL1 RMND5A KIF24 ZKSCAN4 CPT1A ITGA6 ADIPOR2 IPO9 MBD2 TPK1 SOCS5 KAT6A COMMD8 KIAA1841 TEAD1 SHOX MBD6 SPOPL LCOR ANKRD27 EML1 NET1 MIR5004_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5004_5P KPNA1 AKT2 SYT17 MNT OGFOD1 MADD PINLYP EFCAB11 MDH1B KPNA3 NIPA2 DYRK1A RPE FAM160B1 XRCC5 COPB1 GPX5 SKP1 DMRT2 PDE4DIP CMTM4 DSC3 MKRN1 UCHL1 HBP1 KRT72 EPN2 NRP1 FAM122B PRRX1 USP54 TMEM221 CREB1 TAF2 ACTL6B ICA1 ANKMY2 RHOQ PRICKLE2 OR12D3 ASCC1 METAP1 KRIT1 IYD RGMB CHST2 GLRX MSI2 LAMC2 SAPCD1 TRPS1 ATP8A1 NFIB GTDC1 NT5DC3 NTNG1 EXOC2 FNDC3B EMID1 TUBB2A MAPK4 TMEM266 G3BP2 MSL1 HNRNPU RNF169 ARNT PLCD3 SAMD12 CCDC186 KCNB1 NOS1 BAG1 TRAM2 RAP2A GPR176 TSPAN5 GRIK4 SMAD2 ZNF664 TMEM104 CTXN2 GALNT2 ATF6 C12orf40 HAPLN4 ZNF99 RASD2 WDFY2 TRAFD1 CPA6 SLC9A8 PTK2 CRNN PFKFB2 LSM6 KCTD21 AQP2 TECPR2 TROAP MS4A6E ZNRF1 HECA GABARAPL2 PPP1R9B NOVA1 RPL23A SLC35G1 TMPRSS11B CRYBG1 UNC13D NUFIP2 KIAA1549L DDB1 TAOK1 KRT73 ITSN1 SLC1A2 TRIM44 SHISA7 FAM78A MGAT4A MIR6757_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6757_3P EGR2 SOX6 DIP2B MORF4L2 CADM2 SYN2 SEMA6A PSMD5 ARCN1 PEX11A RORA MARCHF7 NCAM1 GPR6 ADD1 BTNL3 ETNK1 CDK2 SLC39A10 GDNF UBL3 TBCEL GFPT1 N4BP2L1 THOC2 EIF4G3 TNPO1 NR2C2 ZNF432 ATP6V1A PDE7A PAPPA CAMSAP2 SMARCA1 PRR11 GLRX IRF2BPL OSBPL8 TTYH2 SPAG9 DRD1 GPM6A TNRC6B HACD2 ATP8A2 RC3H1 MBD5 OGT ANKFY1 ATP6V1B2 RAD51B VAMP4 ATXN1 SEPTIN8 GPR12 ST13 WSB2 MAP3K9 EN2 PPP6R3 KCTD20 KDM3B FAM168A ZNF747 ANKRD63 YWHAG SPATS1 CPEB4 SEH1L CPSF6 SARAF RPH3AL ANKIB1 FBXO34 STMN2 NAMPT ADGRL2 NOX1 ARNTL SIAH1 FNBP1L ADCY7 SF3A1 PHC1 SNRPB2 AKIRIN2 AZIN1 NFIB TNS3 ZNF430 ESCO1 DMRTA2 SIN3A CLASP2 TMEM35A LDB2 RPA1 TFAP2B PANK3 RNF10 PTK2B BET1 DCC PPP2R2A EXOC5 USP12 KCNIP4 MIR4700_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4700_3P MTRF1L KCMF1 DLG3 MORF4L2 PAX6 FYN CBL NR2F1 REEP1 CERT1 TREM1 UPF2 BNC2 PLCG1 FGF14 PTPN1 SPCS2 DNAJC16 DSN1 RAB10 VPS29 PAFAH1B2 PRDM6 RFPL2 HTR2C STMN2 SYNJ2 CMTM4 NCOA3 TAFA1 ENPP2 CNR1 TAL1 FUT9 TSHZ1 ZIC3 CAV1 MFF BEND4 LUC7L3 ABCD3 TMEM42 RXYLT1 SLC22A5 UQCRB LHX1 LSM3 KIF3A METTL25 FMR1 DKC1 CERS6 CDYL2 PCGF5 SLC39A8 SH2D1A EPM2AIP1 MTSS1 H6PD PDCD6IP KMT2D HSPA13 GSTA4 HTR1D ARPP21 ITPRID1 NOS1 ZNF365 UMPS EMB GID8 DUSP8 URGCP-MRPS24 GCG FBXO11 LBR LRRC17 C9orf72 SRPRA LATS2 NR3C1 FOXO1 AAK1 FAM155A SLC5A3 WDFY3 NBPF1 MYCBP2 OXR1 ERP44 RALB MAMLD1 KHDRBS3 SPOCK1 TLL2 INAFM2 KPNA4 LEMD3 SIDT2 CSDE1 ARL15 MIR9851_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9851_5P SLITRK3 KIF6 CNOT2 FBXO32 SOGA1 GRIK3 NKX2-1 SLC30A7 LSP1 RAP1B MLEC PTPN1 SOD2 SERPINF2 SPIN2B TFDP2 RAB30 RAB43 RBM12 SETD7 RAP1A FRS2 EFNB1 SURF4 HSD17B12 SV2B CHD2 PXN DNAJB6 TSHZ1 SPIN2A NISCH E2F4 DLG2 GPRASP1 INSYN2A FAM216B BCORL1 POLR3A IGF2R FAM76B GPD1 HIF1A SCUBE3 YOD1 PCGF6 PIGU GAS7 FAM210B NCOA2 ING1 HTRA1 SLC39A8 NTNG1 DUSP10 IKBKE SMU1 SLC43A2 LPIN3 GTF2A1 RETREG2 SZRD1 ABCD1 ZDHHC9 HDGFL3 PHF21A NRK RIMS3 OPRM1 PSTPIP2 ACOT11 SPTY2D1 EVX1 TTYH3 SNX30 MCM6 RASA1 NAT8 CABLES2 PLD5 MPI BTBD7 NFX1 TCF12 DHCR7 MAPKAPK5 ADCY1 NCS1 KMT2A SIGLEC15 SLC5A3 CFAP44 TCF20 KCNH7 SRI MAPK6 RPS6KA5 MMP24 CIT LTB4R2 PPP1CC PTPRK CBLN3 ANKRD60 HIPK1 SLC6A6 MAPK8 NOXRED1 LRRTM2 KIAA1549 AFDN SLC1A2 RAPGEF5 CDS1 SRPK1 SULF1 MIR487A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR487A_5P ATF1 OLFM3 NFATC1 SNX16 RINT1 MTMR4 TULP4 MAGT1 PDZRN3 MFSD4B RAB5C FBXL3 SORBS1 R3HDM1 CCL28 ZNF544 DIO2 CEACAM1 SOX30 MIER3 AC011525.2 COL4A3 TAFA4 UTRN SLC25A30 AKTIP AP1S3 PARG OSTM1 RIMKLB TESK2 PTGER4 PDE8A GTF3C3 GCLM PLP1 ARID1B MINAR1 MOB3B BIRC3 ZC3H7A PRMT6 ZSWIM6 PHYKPL FILIP1 EPB41L3 PDSS1 CAMK4 CXCL11 PFN2 SACS FNTA CLIP1 BAZ2A FMNL2 AMMECR1 FMN1 SP3 SRSF2 CTNNA1 FRMD3 TDG ANKS1A EMB SLC12A2 PGGT1B RAP2A IDNK DCLK1 IKZF4 TSC22D2 SLC39A9 NEDD4 FRYL SEPTIN11 ANKRD42 SPDYA ZNF366 FAM199X SH3BGRL DYNLRB1 KIF13A CWC15 CTSG MCPH1 GFPT2 ARHGAP32 CBLN2 SLC7A11 AR BMP2 HGF SLC6A13 ARID1A AVPR1A RCC1L RABIF PLPPR5 ZC3H6 GLIPR1 FCGR2A EPB41L2 AKAP6 HMBS SERTAD4 SEMA3D POLK GLDN MIR3668 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3668 EVI2B CSRNP1 BTBD3 FAM104B ZNF148 ABCD2 SNX20 C5orf47 RGS5 HIPK1 MTMR2 GK TPM4 VIP VEGFA RORA CCDC125 CFDP1 LONRF3 PTPN22 AUTS2 DCUN1D1 GCLC RUFY2 FRG2 PGAP6 DPP4 SMAD5 FHL1 DDX5 PEA15 DOCK9 ZFP64 NSMAF TSPYL5 RHBDD1 WDR5 CASZ1 PTGER3 FAM3C ADGRL3 NKAIN2 TOGARAM1 SUB1 ZNF664 USP47 FRMD5 YAF2 SLC26A11 DUSP4 SCN9A PCSK6 FKBP7 FYB2 GALNT11 PRKCB ZNF644 CDK8 NEMP1 RBM4 YTHDC1 POU3F2 AADAC PSMA2 ADD3 INSM1 CD164 MREG ARL14EP YWHAQ SLC12A1 PAPSS1 CLCN3 MEX3B RUNDC3B PPBP LSM8 NAALADL2 SEMA3E SRSF9 NAMPT EPHA7 KLHL31 FRG2C FAM241A KRT222 ADGRB3 MTRNR2L1 CFAP20DC SENP5 ARL6IP6 KCTD9 TRHDE SLC22A24 STRN MEDAG SDE2 HSD17B11 GLI2 NUFIP2 DNAH8 STC2 UBXN4 SP4 LRP1B GADL1 SRPK1 NUP133 MIR6507_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6507_3P GABRG2 M6PR FAM160A2 NSFL1C ABCD2 COX5A AL008638.2 SHMT1 ELAVL4 RAP1B JMJD1C PYM1 B4GALT6 SPATS2 PRPF40A ENAH HSD17B13 RIMS1 MCHR2 SCOC ZDHHC15 PLPPR1 WNT8B GBF1 LSM12 FBXW11 EPHB3 CCDC117 CLPX MED14 SEC61A1 CPD IPMK COLCA1 DCX DNAAF2 TSPYL5 PSD3 ADD3 PIK3AP1 CC2D2B NXPH1 ADCY3 PIP5K1B FLT3 DNAJB11 GUCY1A2 CDH2 CXXC4 MYT1L OXSR1 C1orf21 MBIP FBXL5 EIF2AK3 PRPF4B TBP GSPT1 GPR12 PGM3 GCFC2 GPR75 APLN TRIM71 BMP4 KCNH4 ARL17A RCAN3 HENMT1 ABCA8 CDK5 MED13L NAA50 DOCK8 SACM1L EBF3 DBX2 NEFM ZNF704 DCHS2 KLHL6 MED13 SHPRH BNIP2 PDC SETD9 MAIP1 SUN1 CCDC24 CPA6 GRM7 KLHDC9 AP3B1 DNAH5 SLC9B1 NAV3 FGG RUNX1 PPP4R1 APBA2 ING3 DIP2C ARHGAP28 RERE LRP12 TFDP1 PIK3C2B CYP24A1 ZBTB41 CBLN1 GRIK1 UBE2J1 NUFIP2 SOX9 DDX52 NHEJ1 UNK EDNRB IER5L CRADD PPP2R2A ARFGEF1 LRP4 YY2 MIR3159 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3159 TCF12 HLF SLC4A10 MTRF1L KCMF1 ZNF566 MLF1 ETV1 WNK3 SIMC1 ASB4 KBTBD2 PDE11A G6PC2 MECOM DYRK2 ZBTB20 PRKD3 IKBIP GOLM1 PTPN3 ENPP2 CNTN1 SORCS1 C1orf53 CDH8 RBBP4 ZNF432 NCAPG2 BBS7 DCX C16orf70 UHMK1 GAS2 CNKSR2 EFHC2 BPNT1 SETBP1 AHCYL1 PRR11 CLTA ELAVL1 LPCAT2 RGS7BP KANK2 GYG1 MEX3A CNGB1 CTSC TMEM255A GPR85 ELAC1 PLPP6 DENND1B PMP2 GSPT1 PUM1 XKR9 DNAJB9 SLC9A9 CHD8 FA2H THAP10 FBXO33 BHLHE22 NUDCD1 PPP1R11 EIF3A C16orf72 RGS9BP KDM7A LPP RP2 AIG1 MAD2L1BP ULK2 TOX FNBP4 ATXN1L YY1 CATSPERE GUCY1A2 OST4 FAM102B ENPEP SCLT1 STK3 APOBEC4 FAM171A1 GAS1 TESMIN SLC25A31 PHF6 PIGM CABYR AMZ1 MB21D2 MIR487B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR487B_5P ATF1 OLFM3 NFATC1 SNX16 RINT1 MTMR4 TULP4 MAGT1 PDZRN3 MFSD4B RAB5C FBXL3 SORBS1 R3HDM1 CCL28 ZNF544 DIO2 CEACAM1 SOX30 MIER3 AC011525.2 COL4A3 TAFA4 UTRN SLC25A30 AKTIP AP1S3 PARG OSTM1 RIMKLB TESK2 PTGER4 PDE8A GTF3C3 GCLM PLP1 ARID1B MINAR1 MOB3B BIRC3 ZC3H7A PRMT6 ZSWIM6 PHYKPL FILIP1 EPB41L3 PDSS1 CAMK4 CXCL11 PFN2 SACS FNTA CLIP1 BAZ2A FMNL2 AMMECR1 FMN1 SP3 SRSF2 CTNNA1 FRMD3 TDG ANKS1A EMB SLC12A2 PGGT1B RAP2A IDNK DCLK1 IKZF4 TSC22D2 SLC39A9 NEDD4 FRYL SEPTIN11 ANKRD42 SPDYA ZNF366 SH3BGRL DYNLRB1 KIF13A CWC15 CTSG MCPH1 GFPT2 ARHGAP32 CBLN2 SLC7A11 AR BMP2 HGF SLC6A13 ARID1A AVPR1A RCC1L RABIF PLPPR5 ZC3H6 GLIPR1 FCGR2A EPB41L2 AKAP6 HMBS SERTAD4 SEMA3D POLK GLDN MIR6889_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6889_3P SURF4 SAMD14 SLITRK3 CTRL GSG1L MYLIP RALGPS1 ZNF518A PALLD SPRY2 DEPDC5 ACTN1 CTNNA2 NCAM1 RIMS1 SCOC CSRP2 KLHDC8A SLC35F1 RNF43 PHF24 SEMA5B NRBP1 RIMKLA GRIP1 FBXL3 UBL3 SLC25A35 PACSIN2 GPHN SMAD5 FGFRL1 PLCB4 ZNF185 TSC1 ZNF20 FAM53A ARHGEF4 ATP6V0A2 SULT4A1 ITIH6 CNDP1 GUCD1 FCGR1B YTHDF3 HMGN3 PHTF2 STK35 TENM3 STRIP2 RBMS3 ABR GALNT15 TMF1 TTC23L SPRED1 PDE2A ZBTB43 PAPOLA KRBA1 CHD6 TCOF1 GPR85 ZNF689 CD160 SLC2A12 MIER2 GPC6 PDAP1 ZNF704 PHC2 KLHL2 SLC8A1 SELE ATP9B ATP10A APLP2 DICER1 PACS1 EMX2 SUN1 SPTB RIMS4 SH3GL2 RPGR ADAMTS6 CLN8 NEXMIF CLK3 GTF2H1 MLH3 DDX23 B3GAT1 PAGR1 WDR26 WWP1 BICD2 COQ10A GTF3C4 HAVCR2 SP4 ADGRB1 TMPRSS11E ZNF586 ZDHHC9 AKIRIN1 CABS1 KLF14 MIR3660 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3660 ACVR2A FAM104B GRM5 MAZ MAP3K7CL AFAP1L1 C11orf24 FOXJ2 RFX4 PEAK1 VTI1A PCMTD1 PPP2R2D SEC24B TFDP2 TRPS1 THUMPD2 TGFBR1 CHGB CPEB2 RAD51B MKRN1 TRAF3 FNBP1L RAP1A RBPMS2 SLC25A44 PROM2 AMZ1 ZNF426 AKTIP DNALI1 PPP2CA GLUD1 C12orf60 ZNF333 UNC5C BICD1 JAG2 RHOA MAD2L2 LUZP1 ZNF202 BEX5 RGS7BP CEMIP RAD51 FBXL20 DEK SUSD6 ELOVL6 ELK1 SSR3 CERS6 PLEKHA8 SOX4 TP53INP1 SH3BGRL2 SNX12 ABHD13 MAGEB6 FBXO33 RSPO4 CACNB2 RNF2 LRP12 C16orf87 ATP5MC3 EBF1 LRAT NFKBIZ RAB11A TECTB ANKRA2 SLC35F5 PRKD1 MRS2 LATS2 CSF2RB FCHSD1 SMAD1 MPRIP FZD7 SEZ6L ERBB4 MBOAT1 NFYB ZC2HC1A TUBB3 RASL10B TNFRSF11B USP15 NUFIP2 ADAM10 SLAIN2 SOCS5 BICD2 HOXC8 EPHA2 ST7 AP3B1 PDE6H TMTC2 MIR597_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR597_3P CNN3 GRM5 KYAT1 BCL2L1 FCRLA EHF KLF11 COQ4 BIRC6 RALGPS1 MDH1B KRTAP9-2 FBXO28 SMIM12 C4orf3 CADM1 BOLL SGSM1 CDK2 PAK5 RBMS1 RIC3 LTBP2 KLHL42 CAB39L KCTD15 GLIS3 FYCO1 SEMA6D PHACTR1 SGPL1 SEMA5A HMGXB4 GXYLT1 LPAR5 PTPRQ KRTAP9-8 LDAH SPN LRTOMT IYD PREPL ARID5B DPH2 SOCS2 CTDSPL DIXDC1 PYGO2 PIK3C2A PHACTR2 APOL2 RBMS3 DACH1 RHBDL3 EIF4H LDLRAP1 TSPAN11 MYH9 NAP1L1 MAP1LC3B DNAJB1 IL2RA TSHZ3 E4F1 PRDM11 PTDSS2 FAM168A RFX3 ATG14 FRMD6 GPATCH2L ONECUT2 SPATA33 CGN YWHAE BTBD7 ARL4C SDC1 SYN1 BNIP2 SLC46A3 USP18 IGLON5 LAMP2 CXXC5 CXADR NRAS SNX25 C22orf46 GTF2B CLVS1 TDRD1 CBX1 HECA UBN1 TOR1AIP2 ALG6 FAM221B HECTD2 UNC5D TIGIT RAB6B PPTC7 SDK1 CAPRIN1 SEMA3D SYNJ2BP MIR891A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR891A_3P CTNNB1 SFTPA2 LGALSL RARRES1 SH3GLB1 ARHGEF7 IQCJ-SCHIP1 BTBD11 ST6GALNAC4 EPB41L1 KPNA3 PJVK PRPF40A FGF5 GALK2 FLNC RTN3 MAPK1 PDXDC1 PLTP FLT1 TGFBR1 HIGD2A ACVR1B ANKRD40 ALDH5A1 PPP1R12A APPBP2 AFF1 ABL1 TES COBL SLK GIMAP6 CPOX VDAC3 SESN2 CADM2 TRPM3 AP3M1 MAPK13 EBF2 ACER3 YBX2 OTX1 SGIP1 PARP8 FOS VKORC1 SRF CUL2 SPTLC1 EEA1 SRSF6 EDEM3 SPRY3 CEP120 CUL5 RNF144A PHACTR2 RBMS1 COL11A1 PBX1 FBXO45 TSC22D2 XKR9 RGL1 MSL2 CHD5 WHRN SPC25 CHMP7 ASPH AKAP13 TMED4 NAV3 RBFA KDM7A LRAT NRBF2 PARP12 SFPQ GALNT16 UBE2G1 FKTN MYOZ2 EPHA7 MLLT10 ZNF131 TEX2 FNDC3A TSFM WASF3 GLIPR1L2 UBE2B SYTL2 NRAS LIPH IRX2 DGKZ BTD RBM20 ROBO1 NFIB GALNT1 SCN1A PHF20 KLB HECA SLC17A6 NLGN4X MEOX2 PTPDC1 NLGN4Y SLC9A4 PTPRK CREBRF SMURF1 PTPN12 PDZRN4 PRRG3 ZNF827 ADSS2 HYOU1 PPP3CA FBXO40 SCHIP1 MIR6867_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6867_3P GPRC5B RETREG1 HOMER1 PRAME PCM1 TRIQK ZNF343 KCNMA1 CR1 PTGER3 RGCC TTC19 TRIB3 ESRP1 NPVF TP53INP2 GPR161 RBL2 PLEKHG7 TIAL1 TAGAP ZNF440 ZNF135 RABEP1 HOXB7 SLC14A1 VAPB EDEM1 PMEPA1 EN1 ENPP3 UBA5 PI4K2A PPP1R8 APLN BARX2 EFEMP2 CDK5R1 SRP54 DUSP6 CCR2 KDM3B KRBOX4 SMG7 GTPBP2 ZNF99 EDN1 LIFR ACSM2A CD300A SESTD1 C22orf46 ATXN7 RPL36A RAB4A TIE1 EPAS1 E2F3 TGFB3 B3GNT5 ADIPOR2 GPR173 HOXD13 LYRM9 CSPG4 GLI3 DTX4 TNFRSF13B NUP88 IFRD1 ENPP1 MAP1A STYK1 ZBED6CL CPD WSCD1 ACSM2B STMN1 ZNF589 STRIP2 TMEM121B SOX11 TMEM39A SRSF1 MAP2K4 RAP2A FOXK1 FAM120C SEC22B AGAP1 ZEB1 EMX2 KMT2A STK38L TMOD2 KCNQ3 ZNF37A TRHR BSN EPC1 MGAT5 SPEG EFCAB14 HS1BP3 FAM170A RAB44 ZFP1 ZBTB4 GPATCH2L TLCD4-RWDD3 ELOVL3 NFASC PPP1R1A KPNA4 ASIC1 ARMC9 HMGA2 MIR362_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR362_3P PCDHA2 POC1B PLCXD1 ZNF281 TCEA1 CEP85L VOPP1 FPGT SSBP2 EXOG ANK3 CAPZB EIF4B PCDHA10 CDK1 RORA SLC44A1 TENT4B PPP2R2D BLCAP OR2H1 PAIP2B PTBP2 ADAMTS9 CSNK1G3 BCL7A FAM184A OTULINL PAM C9orf72 RNF139 LAMTOR3 PCDHA13 GRB2 RADX PCDHB10 ATAD2 CADPS2 CHL1 ZNF667 NKD1 RNF38 CCNI2 RALA KRIT1 PCDHA12 WDR5B PTDSS1 METTL9 EPHA4 RAI1 AK4 CDKN2D TNRC6B ZNF304 PCDHAC2 DLGAP4 PERP DUSP10 PCDHA11 ZBTB18 RLN1 PCDHA7 PCDHAC1 SMNDC1 PDE3A SLC26A2 EPPK1 PCDHA1 KDM7A ASXL1 SRSF4 SOCS6 KHDRBS2 NRBF2 GNA12 KLHL2 BMPR1B DAAM1 PCDHA6 ADGRF5 ZFHX4 SLF2 ARL4A PCDHA5 SLC6A19 USP37 PPP1R3B FXR2 NAV3 MCAM INO80D MESD RNF19B PCDHA9 PTPRJ KLF6 PITPNB PHF21A AP5M1 NRP2 SYT15 PCDHA4 HIPK1 FSTL3 SHB GABRB2 TMEM245 PCDHA3 RTL5 WAPL SSH1 EIF4G3 EIF4G1 ARHGAP21 PDE5A MIR499B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR499B_5P C17orf75 NEK2 OTUD1 MRS2 DTNA CNOT8 TCF4 NIPA2 MLXIP PPP1R9A VPS45 ACIN1 PRPF40A KMT5B STX7 KIAA0586 BIN2 F2R SEMA4B MACO1 TWIST1 RNF214 PHB ENO2 TP53INP2 DLG2 PRDM10 SYNPO2 ISL1 CSRNP3 AGRN MUC7 EP300 TIFA ASAP1 MARK3 TLE4 SEPHS1 CAMSAP2 RRN3 APBB1 YBEY WDR77 PRMT6 LARP4B COPS3 ATP2B3 HSPH1 TOE1 C5orf24 RASSF6 TGFB2 KLRC4 CHD6 GLRB USP15 KCNB1 GORAB TDG UBXN7 FAM53C STXBP5 PLCB1 LPP ATP5MC3 ITCH PPP3R1 FOXD3 OPRK1 TSSK4 GDF15 MAIP1 FAM199X SNX13 OLIG1 FNDC3A RSBN1 TFCP2L1 LURAP1L AAK1 TWSG1 ZFP91 NCBP2 ILDR2 LRRIQ3 JAZF1 RHOV CBLN1 WDR37 PDS5B CDK17 PRMT2 NAPG SCX FBXO40 TRAPPC8 TLCD4 TET1 MIR6735_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6735_5P PPM1M WASF2 TRIM46 KCNIP1 IKZF1 KBTBD2 COL5A3 CACFD1 HNRNPR SLC37A1 LSM12 PARP6 N4BP1 ETV4 CDIN1 KLHL14 PUM2 AK3 NFYA ZNF862 TMEM217 AGO1 SHOC1 LUZP1 YTHDF3 RHBDL1 FHL1 FAM53A CDON SUSD6 ZNF385A PRMT6 SLC6A17 KIF21B DUSP13 GABRA4 ANKFY1 ST3GAL5 PAX5 TRIM4 AIF1L WDTC1 KIAA0513 PRR32 KCNB1 MAP3K11 FNDC3B TRIM26 REG3G ANKRA2 STEAP2 CECR2 TCEA2 MAFG VPS53 CERS3 RNF19B SLC10A7 RASSF4 DGKK XYLT1 USP7 DCX TENT4A MORN5 SSR1 NOS1 RIMS2 HR FAM78A VPS39 KCND1 CLIC5 SCML1 ADAMTS4 PIANP RAB1B COL16A1 SMARCD1 RTKN RGMB NQO1 TRIM35 TMEM201 STK35 ERG28 LDLRAP1 NOTCH2 STAB2 ARHGEF6 SOX10 GOSR2 ATP2B4 SATB1 KCNJ6 NEUROD4 SH3GL2 CHAF1A DGKI SDC3 ACVR2B AMOT SRGAP2 TLL2 C17orf67 MIR4526 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4526 ACVR2A FAM104B GRM5 MAZ MAP3K7CL AFAP1L1 C11orf24 FOXJ2 MLXIP RFX4 PEAK1 VTI1A PCMTD1 PPP2R2D SEC24B TFDP2 TRPS1 THUMPD2 TGFBR1 CHGB CPEB2 RAD51B MKRN1 TRAF3 FNBP1L RAP1A RBPMS2 SLC25A44 PROM2 AMZ1 CYTH3 ZNF426 AKTIP DNALI1 PPP2CA GLUD1 C12orf60 ZNF333 UNC5C BICD1 JAG2 MAD2L2 LUZP1 ZNF202 BEX5 RGS7BP CEMIP RAD51 FBXL20 DEK SUSD6 ELOVL6 ELK1 SSR3 CERS6 PLEKHA8 SOX4 TP53INP1 SNX12 ABHD13 MAGEB6 FBXO33 RSPO4 CACNB2 RNF2 LRP12 C16orf87 ATP5MC3 LRAT NFKBIZ RAB11A TECTB ANKRA2 SLC35F5 PRKD1 MRS2 LATS2 CSF2RB FCHSD1 SMAD1 MPRIP FZD7 ERBB4 MBOAT1 NFYB ZC2HC1A TUBB3 RASL10B TNFRSF11B USP15 NUFIP2 ADAM10 SLAIN2 SOCS5 BICD2 HOXC8 EPHA2 ST7 AP3B1 PDE6H TMTC2 MIR876_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR876_3P KIF20A IFNA17 RGS6 OLFM3 TEX28 CADM4 DMD FAM89A KCNMA1 DIPK2A NSUN5 GLS2 DYNLT1 DCUN1D4 UBTF HOPX ARRB1 PTPRD PARVG TRABD2B PRR9 AMD1 RBBP6 SNAP25 MYH11 BMERB1 PPIA PLAG1 TTC39C SERPINB7 PRR5L PVR ST3GAL6 LOXL3 JAG2 ZNF623 MOB3B CCDC43 CAPN6 ZDBF2 EHD1 IRF6 ELSPBP1 METTL2A FNDC3B WAC DYRK1A GOT2 RBP3 IQSEC2 NKD2 IFNA14 SIRPA IFIT3 PBLD RDX IFNA7 CLDN3 DPP3 ZNF547 LPP IFNA16 YWHAE NIFK METTL2B IL20 BTG1 AK9 AAK1 SBF2 MCL1 WDFY3 DDX39B DIP2C FAT1 RNF20 KCNJ3 DPH6 IFNA4 DDB1 ABCA13 ADCYAP1R1 SENP1 GATA1 SPOP CABYR SEPTIN7 XKR6 EGFR KCND2 SERPINB9 MIR3911 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3911 STPG4 LILRA1 BCL2L13 PCP4 NFKBIA IL31RA MNT PSMA4 TMLHE CST9L ZBTB8OS ZSCAN29 ANKRD13C RGR CDK1 TMEM254 QKI SPATS2 ACLY P2RY10 GALK2 FDFT1 ACSM5 PCMT1 BCOR UBL3 LHFPL5 PAIP2 FUT9 APP CADPS KLF7 FOXP3 NFASC PAPPA PARG NF1 WBP2NL CA3 SETBP1 P2RY2 PDE4D ELAVL1 MS4A2 SLC13A5 ZNF135 GNAT1 TRO OXSR1 C8orf86 ZNF74 MEIS2 SSR1 GRID1 ZEB2 BMP4 ARHGAP1 MAP2 CTNND2 PTPRB KCNJ3 PNMA1 ZNF689 SACM1L HSPA8 HSDL2 PPM1D CYP2S1 RAB6D PLXNA2 ATRX ALDH9A1 GPD1L CISD3 NR3C1 DLAT ST8SIA4 FAM110B SNTB2 SLC16A2 CREBRF KIAA1549L RAB6B SYT13 GPR107 ZNF189 GRIP2 HNF1B CTBP1 ANK3 APOH MIR1183 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1183 TMCC1 LGALSL DIP2B GRIA2 CDKL5 FECH RNF180 FAM118B ARHGEF7 OSBP2 HIPK3 BTBD11 EGLN1 RELCH TANC2 BNC2 CSMD2 UBE2E1 EDEM3 LGI1 ORMDL3 SHTN1 NBR1 CNTN4 RAB11FIP2 DNMT3A FARP1 BOLL PTPRD TGFBR1 DNAJC6 RPRD1A MYBL1 PSD3 PTPRK PSIP1 IPO7 ST6GALNAC3 KCTD15 XRN2 RAB7A GTF2E1 CADPS WDR47 IKZF2 PIK3R3 STAG2 PPP2CA TAF2 DONSON PAPOLG SLC9A6 HS3ST1 ZNF536 SGIP1 PAPOLA UBE2L3 ERRFI1 ZNF664 TBX21 JAKMIP2 P3R3URF-PIK3R3 GRID2 IQCJ-SCHIP1 CCN3 MYH8 TENM3 RASSF8 EHD4 DACH1 GSK3B HECTD1 ZBTB21 KNSTRN TTC14 EMC2 RARB NEUROD1 MON2 DENND5A LPIN2 DESI2 GJC1 EIF3J RFX7 SORCS3 FERMT1 FUT1 ADAM10 MED13L ZNF681 SPPL2A ABCG4 SPIDR MMGT1 BMP3 PIK3CA ANKIB1 CFAP53 NPTN TASOR2 PPM1B SLC40A1 RSBN1 FOXJ3 MSN DENR FXR2 HOXD1 MAP2 CRACD KLF3 BCLAF3 UBR3 TRIM5 GSTA5 RABIF SLITRK1 MAGI3 RAG1 ITGAV FHL1 C15orf61 CENPQ EPDR1 PAG1 MIR4727_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4727_5P GGACT PDPK1 FLNB PFKFB3 ARCN1 MAPK8 TMEM178B CNTN4 PIAS1 DDHD2 ST6GALNAC5 TENM1 RPS27A GP1BA AMOT EIPR1 CIPC FAM71D CAMSAP2 IGF2BP1 SLC16A12 PAK5 GRM5 GRID2 BPTF KCNQ5 MYT1L PTN CCDC126 MBD5 NKAIN2 SEC22C EIF5A2 SPRTN SLC25A14 ZFHX3 FAM168A PPP1R1C UBXN7 TXLNB REPS1 SPRY4 ATRX TM9SF2 LY75-CD302 PFKFB4 GNAS PAK2 HACE1 NFAT5 EML4 RAB23 PTAR1 HERC3 ACTR1A ODC1 NCBP3 ETNPPL PPHLN1 UFL1 NCOR2 MOCS2 WDR48 PSAP ADAMTS5 NPY2R CBFB VAPA YTHDF1 SLC9A1 ADGRL3 FUT4 ZBTB10 RIMS2 WAPL RNF144B FAM78A C9orf57 CD302 SCN8A HMG20A NIPBL AGFG1 BANF1 VASH1 RYK UBE2Z NUP98 CDK6 SENP2 KIAA0513 EFNA5 REPS2 PRPF4B BACE1 NLGN1 HOOK3 CCDC6 PDAP1 NFKBIZ IRF4 DPPA4 LRATD1 SHOC2 THSD7B RAPH1 SYCE2 ERICH6B EIF2S3 KLHDC10 SLC6A6 RALB CSTF3 L2HGDH SVOP MIR6828_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6828_3P TRMT1L ARAP2 MAPK8 KBTBD2 TNS2 PAAF1 GREM2 MTF1 LSM12 CHRD SH3D19 PACSIN2 FBXO9 RBM12 CNR1 TBL1XR1 GPATCH2 CEMP1 ZFP64 GXYLT1 THRAP3 SET PFKP GUCY1A2 FHL1 KDELR3 CLDN18 NFIB EPHB1 EIF4E2 ABL2 FAM204A POGLUT1 BCLAF1 MBP TRIM71 FMN1 CCPG1 SERTAD2 ARL14EP EGFR HSPA9 PRMT3 MTOR NAA15 UGT3A1 ZNF710 TPBG RUNX2 THSD7A RAB30 RPS6KA1 MIS12 JTB COQ10B PDS5A SLC36A4 PPM1B PRKRIP1 UBE2N SSPN IRS1 OSBPL6 RMND5A SLC5A3 KPNA6 SEPTIN9 ARMCX4 MLH3 TMPRSS15 IPO9 USP4 DKK2 OSTC SERTAD4 PTCH1 CNOT8 FSTL5 PEX3 SLC35F2 ARMH4 AMD1 JARID2 MAN2A2 ZZEF1 FAM83A PPP4R4 BRD1 YBEY PHACTR2 PIGA DDX18 UGT2B17 TUT4 SSC5D TRIM23 ADNP SIRPB1 HIF1A KIF13A ZNF518B STAG2 AAK1 IL18RAP UBR3 YES1 CSNK2A2 FBXO22 SLAIN2 AJAP1 CLDN8 S100A10 CNST SH3RF3 WNT3 ATRN MIR6758_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6758_3P TMCO1 MBNL3 UPF2 SLC10A7 SAV1 KALRN VDAC2 FAM184A AAR2 FAM76A LINGO2 ARHGAP6 ACBD5 MAP7 RPL27A IGDCC3 ALG13 C1QTNF2 RNF38 SGMS2 CAMSAP2 FNIP1 DACH1 SNTG1 METTL15 FBXO21 ASPH APLN PCLO CX3CR1 POSTN HIVEP3 ADD3 CD164 THEMIS2 POT1 DIS3 DDI1 ZSCAN21 TLK1 C12orf50 TP53RK SGCB TMX4 ATPSCKMT EDAR FOXC1 GABRR1 SNX15 RGS4 ZMYM2 STON2 RALGPS2 WASHC4 KCND2 C5orf47 MKNK2 MSS51 SAR1B RNF170 PDSS2 MFSD4B HTR2C PRH2 NBN BAIAP2L1 ZNF606 SEMA5A YIPF6 NDUFB2 TMEM161B NHLRC3 ZNF676 PDZK1 KLF5 ZSWIM6 LRRC19 STRADA TRIM5 OPN5 NEU3 NSDHL CNIH1 ROCK1 USP49 ABHD2 CLDN19 BRI3 C11orf87 SNURF ZNF124 MEGF10 KRT222 GABRB3 AAK1 NLK TNIK SORD MFSD6 GOLPH3L ERP44 APC CACUL1 CTXN3 RPS3 KCNA6 MAL2 FUT8 DNAJC3 TMEM167A MIR5690 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5690 MDM4 PDPK1 PCSK1 SLITRK4 DYNC1I1 PLAGL2 ATP9A ETS1 YWHAB APAF1 RHOT1 TCF7L1 NCAM1 TFR2 CYP4F11 WWTR1 RBM22 SYNRG SYDE2 PSD3 SELENOS NOTCH3 RBMS1 CCND2 BRINP3 SLC16A10 MAGIX HMGB2 ANP32B RASEF SNAP25 CTCF DVL2 HSD3B1 EML6 TIMP3 UBE2E3 TTC39C CTPS2 GFRA1 CFL2 TMEM43 KIR3DL1 EIF4ENIF1 OSBPL3 HTR7 NXPH1 PPDPFL HSPB8 IRAK1BP1 RBM27 GPR158 FBXL20 PCDH17 ZNF652 ZNF468 SEMA4G MTSS1 DOK6 OTUD4 MRPS35 YLPM1 GPR137B GFRA4 NEXN SDC2 EXOC8 CNTNAP2 USP6NL TRIM23 PACS2 HMGCR ZHX1 CLDN11 RLIM LRPAP1 UGT8 RBM15 BCHE USP6 FRYL SMC2 ISCA1 VPS13D MCOLN3 GEMIN2 NEFH SHANK2 B4GALT5 LIFR ZNF483 BPNT2 RSBN1 USP37 STK38L ANXA1 TFG ZNF543 MPRIP ZNF528 FCHO2 MYLK4 BTBD10 NOVA1 MEOX2 SNRNP48 EIF2S3 PITPNB UBE2J1 USP32 KIAA1549L RBFOX2 TAF5 SV2A TEAD1 RIN2 WNT3 ZNF800 MIR6778_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6778_5P UNC45B B3GAT1 NDUFA5 PARP11 SEPTIN10 TMEM106A HNRNPLL TM6SF2 ANK1 PKLR TNS1 PAXBP1 CDKN1C FAM71C TP53INP2 GON4L SCN2A CYP11B1 ARFGEF3 EPHB1 MAP7D3 DCLK1 ATP7B NFASC UCP3 PPP1R8 MPIG6B BRPF3 USB1 ADCYAP1R1 KLK10 GCSAM KIF3C ZFHX3 RPRD1B PROCR LPP DIS3 PER1 TCAF2 CRY2 MEF2A SH2B3 TMEM104 PTPRG BAHCC1 INTS5 CIT ATP13A2 PPME1 KLC2 WNT1 CST5 GNG13 PBX2 ZC4H2 BPTF KHSRP BICRAL MYO3B GNAO1 MYO19 ZNF106 SMIM21 C3orf38 UNK TGM2 HOXB13 DPF3 NRIP2 ZER1 FXR1 KRT78 NIPBL PLXNA4 GPSM3 RELN ELAVL1 TMED10 PTP4A1 FOSB LCE1A SLC17A8 CHST9 PIKFYVE NANP MARCKSL1 SNX9 VPS25 PHC2 PBX4 AP1G1 AP000708.1 UGT8 FRYL ATAD5 ANKRD42 GSTM2 ZNF318 SHISA2 YIPF3 PAK1 XIRP1 FOXL2NB TMEM245 ADARB2 PTGFRN MIR4999_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4999_5P CTNNB1 SMARCA4 CAMTA1 SLC38A2 NRG1 APOL3 PDK3 ELOVL5 DMAC1 GEMIN8 TSPY2 MED21 GLCE TSPY1 RUNX1T1 TM2D3 LMX1A MYBL1 BRINP3 CLPX GABRA1 ZFAND5 FOXP2 LAYN FAM83A PHF12 NCAM1 EAF2 DCX RO60 FAM76B CCNL2 AIDA EIF4ENIF1 SFTPA1 MSX2 GTF2A2 OTX1 RAP2C TSPY4 TSPY3 TWNK SESN1 CA13 USP25 FSD1L TMEM196 CAMK4 TMEM156 ZNF143 PPP1R16B TOMM40L UBE2F SLMAP MPP6 TBC1D9 QDPR TSPY10 DYNLT3 LFNG ZBTB43 CNTNAP2 FAM8A1 SCD5 ENOSF1 KRT14 KDM5B TMEM117 SMAD6 KIAA1549 TSPY8 EFCAB1 SEC62 CEP44 DYRK2 R3HDM1 ARL8B KLLN PIH1D2 EIF4E WDFY3 SREK1 USP42 TLR7 CTSS SHC4 ANKRD12 ARL5B CD40LG OTUD4 SDHB NEGR1 ADAMTS5 PDGFRB TEX55 BMP6 CAT HECW2 RHOU IL1R1 MIR6824_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6824_3P FCHO2 SLC38A2 PDPK1 LAIR1 GRIK3 GPD2 NRP2 ETS1 PDK3 KCNIP2 FAM124A ZNF135 BBX HECTD3 TRABD2B SLC25A23 EPHB3 WDFY1 MRAS ODR4 PARP2 PPP2R5E NR2C2 ZNF426 JAKMIP3 BHMT2 RALGAPA2 RNF185 PRICKLE2 PALM SHC1 GTF2A2 ROR1 CHCHD3 DYNLL1 LUZP1 GRM1 PPFIBP1 C18orf63 ZDHHC11 SLC9A3R2 MBD5 DACH1 ZNF562 ZNF655 ELMO2 MTA3 ZNF544 ZNF268 EZH1 DDI2 PTBP1 UBXN10 RNF2 SLC66A3 RUNDC3B CHCHD4 KLHL9 PTK2 MGA NRAS C22orf46 SLC35F3 ARID5B PRKCA CLCN5 DNAAF6 MSR1 USP3 MSI2 GTF3C4 MRFAP1 PCNX1 KCNRG INAFM2 DES SHISA7 RTL5 BTBD7 TMTC2 ZBED1 CAMTA1 EPB41L1 MLXIP G6PC2 NDN TOR1AIP1 RUSF1 HDHD2 ID1 ITGA5 LSM11 AQP9 ZNF365 SNX30 UBE2D1 BAZ2B WDFY2 STAU1 CELSR3 PRMT8 ACSL1 AAK1 TMEM60 VXN ZFP1 FGF11 AP5M1 KAT6A EXT1 FNDC3A MIR432_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR432_5P EDA2R BPGM CDKL5 TUBB E2F3 B3GNTL1 CACNG4 COL4A5 CYB5D1 PGBD4 HMG20A CAVIN2 TBC1D22B IL7 FBXW7 CCR7 GABRA5 ZNF155 KCNN3 NR1D1 TP53TG3 DHRS7 FAM107B AGO1 CPEB2 BACE1 TENT5C AMD1 PALM2AKAP2 MTX3 THUMPD1 ADCK1 SLF2 AAR2 MAP3K13 TUBGCP4 CDYL SH3TC2 PDGFB MAN1A2 ADAR EMX2 MLLT6 ZNF280C RGS7BP UTP23 LASP1 ABHD6 GPAM ZCCHC14 FKBP7 TP53TG3C ZNF621 FN1 ASPH FMO4 TP53TG3D CLEC12B UCK2 ADTRP SPTY2D1 EPHB2 TOX4 TP53AIP1 HSDL2 MBNL2 PIK3CB XPNPEP2 ONECUT2 MPP7 CASP14 KLRK1 DAZ3 PRKCB SPRED3 CX3CL1 MTRNR2L7 GIGYF2 TLN1 SPTB POLI TP53TG3B DEFB110 KRTAP19-6 DCPS WDFY3 DAZ2 PLK3 GRAMD2A ERBB4 PRIM2 FNTB MRPL34 CELSR2 CASP2 LRRC1 ARL5B SLCO6A1 TMEM242 PPP1R3E MEAK7 FKBP14 NFAT5 QSER1 PURA ABHD15 MIR155_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR155_3P HNRNPK PCP4 INPP5F HIRA COLCA2 STX12 CELF4 OXR1 ZNF790 HNRNPF TXK HTR2C ZFAND5 ZBTB20 DYNC1I2 CYBRD1 GOLM1 SMAD5 SOX30 EDIL3 SNX18 TBL1XR1 GNAI3 CEP70 TNPO1 FAM156A TSHZ1 VHL MYOT PPM1A TRIP12 EBF2 DDX31 METTL9 SYT14 FER PIP4K2B SNTB1 PICALM PEX5 RNF4 SLC25A3 MAPK14 RERE ZNF737 SYPL1 SMAD4 POGLUT1 GPBP1 ARMC2 SMIM7 RAB3C SERTAD2 FAM156B CRPPA PTPN21 OSBPL10 ZNF629 MRPS6 SMAP1 SPTA1 B4GALNT1 RFC3 ZNF575 ULK2 FABP2 SEC62 AK9 GJB6 EAF1 DRP2 KIF26B PHLDA1 NOG PRKAR2B ARHGEF33 FGF12 RAPGEF4 EPAS1 DENND1B PLEKHA5 MGAT5 HECTD4 ZBTB41 IDO1 VGLL4 CREBRF CEP350 UNK DPYSL2 TET2 LSM14B LSM14A MIR6758_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6758_5P LILRA1 ZKSCAN8 TWIST2 MLEC C1QTNF1 GCH1 SLC5A9 RANBP1 BTBD9 SFMBT2 LSM12 COPS7B XYLB TOM1L2 SPINT1 FER1L6 ATP1A3 LZTFL1 ATP1B2 SMIM43 EFHC2 HMOX2 SMUG1 MAP7D1 SCUBE3 ZNF671 RORA PCYT1B NMNAT2 SPRY3 TNRC6B ATRAID NMBR PEG10 STAC MLX HOXC5 POU2F2 PEX19 C12orf56 NT5E MTA3 PHF21A USB1 RIMS3 C2orf73 GNG5 NDRG3 TUT7 TNFSF15 TRIM72 RBFA SMAP2 CASP14 CRTC1 ATRX SPA17 TMA7 ESRRG ACTR1A FNDC5 ELFN1 GP6 SUMO3 ZC4H2 GNAQ ARF3 RPS3 CACNG3 KRTAP4-4 TNC EPHA6 ISL2 TENT4B SCN7A LRATD2 ARHGAP31 STYX SOGA1 MAP1B CASR C9orf152 RNF170 DVL3 BASP1 DOCK5 NAT2 DRICH1 TXNDC8 NPTXR POU2AF1 TSPAN6 CBFA2T3 TMEM121B HNRNPU HDGFL3 IL10 DUSP8 C11orf91 ZNF24 PATE4 NR3C1 GFPT2 RPS6KA3 AAK1 KCNH7 NSD1 LHFPL4 POU4F2 KLF9 SDK1 KLRC3 SF3B1 PTGFRN MIR329_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR329_3P PCDHA2 POC1B PLCXD1 ZNF281 TCEA1 CEP85L VOPP1 FPGT SSBP2 EXOG ANK3 CAPZB EIF4B PCDHA10 CDK1 RORA SLC44A1 TENT4B PPP2R2D BLCAP PAIP2B PTBP2 ADAMTS9 CSNK1G3 BCL7A FAM184A OTULINL PAM C9orf72 RNF139 LAMTOR3 PCDHA13 GRB2 RADX PCDHB10 ATAD2 CADPS2 CHL1 ZNF667 NKD1 RNF38 CCNI2 RALA KRIT1 PCDHA12 WDR5B PTDSS1 METTL9 EPHA4 RAI1 AK4 TNRC6B ZNF304 PCDHAC2 DLGAP4 PERP DUSP10 CTDSPL2 PCDHA11 ZBTB18 RLN1 PCDHA7 PCDHAC1 SMNDC1 PDE3A SLC26A2 EPPK1 PCDHA1 KDM7A ASXL1 SRSF4 SOCS6 KHDRBS2 NRBF2 GNA12 KLHL2 BMPR1B DAAM1 PCDHA6 ADGRF5 ZFHX4 SLF2 ARL4A PCDHA5 SLC6A19 USP37 PPP1R3B FXR2 NAV3 MCAM INO80D MESD RNF19B PCDHA9 PTPRJ KLF6 PITPNB PHF21A AP5M1 NRP2 SYT15 PCDHA4 HIPK1 FSTL3 SHB GABRB2 TMEM245 PCDHA3 RTL5 WAPL SSH1 EIF4G3 EIF4G1 ARHGAP21 PDE5A MIR6764_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6764_3P FCHO2 SLC38A2 PDPK1 LAIR1 GRIK3 GPD2 NRP2 ETS1 PDK3 KCNIP2 FAM124A ZNF135 BBX HECTD3 TRABD2B SLC25A23 EPHB3 WDFY1 MRAS ODR4 PARP2 PPP2R5E NR2C2 ZNF426 JAKMIP3 BHMT2 RALGAPA2 RNF185 PRICKLE2 PALM SHC1 GTF2A2 ROR1 CHCHD3 DYNLL1 LUZP1 GRM1 PPFIBP1 C18orf63 ZDHHC11 SLC9A3R2 MBD5 DACH1 ZNF562 ZNF655 ELMO2 MTA3 ZNF544 ZNF268 EZH1 DDI2 PTBP1 RNF2 SLC66A3 RUNDC3B CHCHD4 KLHL9 PTK2 MGA NRAS C22orf46 SLC35F3 ARID5B PRKCA CLCN5 DNAAF6 MSR1 USP3 MSI2 GTF3C4 MRFAP1 PCNX1 KCNRG INAFM2 DES SHISA7 RTL5 BTBD7 TMTC2 ZBED1 CAMTA1 EPB41L1 MLXIP G6PC2 NDN TOR1AIP1 RUSF1 HDHD2 ID1 ITGA5 LSM11 AQP9 ZNF365 SNX30 UBE2D1 BAZ2B WDFY2 STAU1 CELSR3 PRMT8 ACSL1 AAK1 TMEM60 VXN ZFP1 FGF11 AP5M1 KAT6A EXT1 FNDC3A MIR1227_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1227_5P SP7 IL31RA OSBP2 HDAC11 RCAN2 ALPG ALG9 SOGA1 MLC1 PPP3CB PAX5 CPLX2 BACH2 ZNF343 PRKCSH ARRB1 CHTF8 TRPV4 HIPK2 MRPS11 POLDIP3 LZTS2 SLC25A23 SMYD5 FBXO41 PRKD2 NECTIN1 STEAP4 POU2F2 HLA-DQB2 PLEKHG4B ITPR3 IQSEC3 DLG2 CLIP3 POM121 FGF23 TRIP12 C11orf49 MAPK13 KDELR1 PELATON GAS7 ASIC1 FBXO10 KIF21B TRAF3 RBM23 SMOC2 GPC2 FBXL5 RCN3 TBC1D5 GTF2I CGREF1 IQSEC2 CX3CR1 SUPT16H G6PC3 SGMS1 VWA1 FAM163B COL23A1 PRR30 CYP2S1 SLC30A3 SLC6A20 POM121C CHRNA10 GGCX IGF1 PRAF2 TMEM104 EMILIN2 JTB LCNL1 LAMP5 ASAP3 TTC9 MECR GTPBP2 ACTR1A ZNF322 AZIN1 MPRIP GNG13 CDKN2AIP PPT2 MTHFR MAPRE2 WDR48 TMEM229B TMEM259 BEST1 RAB6B SDC3 C1RL SHPK PARL MERTK H1-7 MECP2 RPS6KA2 KAZN BCAM TMEM87A SPNS2 MIR10A_5P_MIR10B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10A_5P_MIR10B_5P LIX1L SIX4 M6PR LGALSL POP1 CADM2 MAP4K4 MAP3K7 KLF4 BDNF LCA5 BCL2L11 RORA RPS6KA5 XRN1 GATA6 UBE2I BBX KLHL29 RFPL2 ZNF367 WNT9B JARID2 PLA1A SNX18 CNIH4 NR2C2 NR6A1 CDK6 TFAP2C CNOT6 POLH TRMT10A CSRNP3 EBF2 CLCC1 CRLF3 FIGN RPRD1A RB1CC1 KCNA1 SPAG9 ACTG1 IGDCC4 MLLT10 HERC6 LRRC8B ARSK NR5A2 TFRC TIAM1 ZMYND11 RNF165 TBX5 EPHA8 BLOC1S5 PATL1 PAX1 SMAP1 CRK MDGA2 RAP2A LRP12 TSPAN33 SON MAPKBP1 SOBP E2F7 CLEC2B BAZ2B LRRC17 NCOR2 ZBTB6 TNRC6B TRIM2 MAPRE1 CCNB3 HAS3 CSMD1 HOXD10 GALNT1 INO80D CAMK2B ELOVL2 PCDH10 GTF2H1 RTN4R PRRT3 SNX4 RGS8 BAZ1B HOXA3 CEP350 BICD2 EPHA5 NR4A3 GABRB2 KCNA6 CREB1 ZNF660 SDC1 CEP170 RNF112 MIR6736_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6736_3P CYB561 MTSS2 RSBN1L MED29 KCTD7 KCNIP2 PLA2G4C ZNF250 DCTN5 INAVA UGT1A8 IL17RD DDX56 CD6 ZFYVE27 NRP1 CPEB2 CCNF SPDYE6 TRDMT1 APOL3 PDE1C GIMAP1 PIEZO2 IP6K2 MRPL57 UGT1A6 FAM126B RXYLT1 PLP1 UGT1A1 DOCK11 STMN4 PCTP BTRC PIK3C2A DNPEP COMMD5 SLC25A36 ACVR2A BEAN1 NSUN2 KCNB1 GRHL2 FAM234A TSPAN5 CUEDC1 CD34 UGT1A9 AOX1 HECW1 DLGAP1 MICAL2 BTN2A2 UGT1A5 EIF4E ZZZ3 HNRNPH1 PDE7B MAP2K3 FAM78B ALDH5A1 RAB5IF UGT1A10 JPH1 CELF4 ZNF609 CYTH2 PHF8 TMEM243 GRK3 SP4 MBD6 SLC12A8 STAT3 SPDYE1 TRIB2 EEF1AKMT3 RANBP9 DCHS1 MTMR4 TRIM25 TBC1D22B AGO1 SPDYE2 PLXNA4 KCTD5 DMC1 MED14 UBE2QL1 NECTIN1 DRICH1 RNF183 UGT1A7 HSPB8 KLHDC7A MNAT1 ABR KDM4A ZNFX1 VCL NFATC1 UGT1A3 LDHA AP1G1 HSF5 MAPK11 DDX49 CLEC4G ZNF384 MIEF2 KLHDC3 SPDYE2B UGT1A4 SPDYE5 FAN1 HTT NPTX1 PPCDC RGS16 DNAJC3 STRA6 MFSD13A PPP1R14C PIKFYVE RYBP PAK1 NEK9 ENDOD1 MIR7849_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7849_3P ARNTL GRIA2 EIF4A2 CUL2 ZNF281 HIPK3 GABRB3 ARPP19 HOMER1 ZNF706 NHSL1 DDX3X BNC2 AKAP1 CUL3 SLC44A1 KBTBD2 PTPN2 PLEKHF2 KDM2B RAB11FIP2 RRAGB OSGIN2 NET1 TBC1D8 NR4A2 TGFBR1 STARD13 SLC35A3 BTBD7 ANKRD12 ACTR3C CASKIN2 CENPU FUT9 AHDC1 ADAM23 RAD51AP1 SEMA5A HCN1 LHX9 ZNF608 RBL2 RIMKLB NDST3 FBXO5 PRDM1 ELK3 TRIM33 POGZ FAM76B SLBP STEAP2 DMD ROR1 PARP8 GPR19 KIF3A PNPLA4 SMOC1 ZNF716 AGBL4 PDLIM5 PUM1 NLGN1 ALCAM METTL15 NEUROD1 POLR3GL FA2H SKIL ADRB2 SRSF1 GCLM IRX3 DCP1B SOCS6 PPP3CA TMEM41A ASCL4 CPSF6 ZC3H4 ANKRD17 ANKRD42 NEUROD4 GPR22 TBC1D23 SCN3A STC1 RGS13 GALNT1 TPP2 MECOM UBE2D2 LRRTM3 PKIA VCPIP1 PDHA1 ZBTB41 YES1 CCNC PPP4R2 SH3KBP1 FLT1 NPAS2 KMT2C ARID2 TAOK1 KIAA1841 UBQLN2 GRHL1 IER5L LIN7C TET2 FNDC3A TMEFF2 MIR4697_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4697_3P SOX6 HLF MMD CFHR3 CNOT2 STAM NKX2-1 SPATA13 CDC7 ARFIP1 SIM1 STAT1 FBXW7 SIRPD NIP7 HMGCS1 PTBP2 MARCHF5 MYBL1 SLC24A2 PAK5 SLCO1B3 SP3 PSEN1 MPZ PARD3B ATP7A THUMPD1 G3BP1 MRPS18A TMEM9B SSX1 UBR5 ZKSCAN8 AMOT FBXL14 ZCCHC8 SH3YL1 LRRC10 TNFAIP1 SSX4 MAP3K2 GPM6B GPR160 TVP23A SLC10A2 TPP1 METAP1 DMD SSX4B NUP160 YTHDF2 CEP20 UBXN1 SSX7 SOX5 CYP46A1 RNPEPL1 PLA2G4A CENPI TOMM70 RGSL1 ACTB ATP8A2 ODAPH DUSP21 CCT3 OTUD4 AEBP2 CDH12 SDC2 FBXO8 USP6NL GPR155 WDR43 EBF3 TPM3 PURG SLC8A1 LONRF3 SH2B3 LCOR IKBIP BTBD7 ANKIB1 SESN3 PDS5A ADGRB3 SIAH1 COPS2 BOLA3 RRAS2 LEPR GRM7 NAA30 PAFAH1B1 LSM6 CXCL13 MPRIP HNRNPH1 KPNB1 LBR HAO2 ZNRF1 SLC37A3 IGSF21 HMGN5 USP32 INPP4A PRMT2 VMP1 KIF23 IQCH ZC3H12C UBE3B FOXP1 XK ABHD15 MIR558 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR558 CD84 ZNF217 MBNL3 MTMR2 SLC24A1 FAM155B BCL2L14 LPGAT1 NIPA2 SFXN1 CUL3 SENP7 OSR2 TBC1D14 FLNC BCL2L11 BTBD9 BTF3 PTBP3 ABCC5 DPF2 JAG1 THSD4 LAMP1 WDFY1 TJAP1 HMGB2 TPM1 FBXO41 ECT2 STK26 ZFAND5 AQP4 PDE12 ELF2 MRPL12 GBP4 TMEM140 PVR TRIP12 SLC35D1 SEC11A EDARADD LRRC73 PDE7A CENPV KAT2A ZFP14 DPYSL5 KCNA1 PLD1 NIPA1 MXI1 RNF19A KALRN WIPF3 HECTD1 RBSN PTPN11 OLFML2A ZCCHC3 CGREF1 NUDT2 CLIP2 ITGBL1 APCS DESI2 DTNA LEFTY2 TMCO4 RBM46 NPR2 HS6ST3 ANKS1A HOXA1 CAPRIN1 CNOT6L LPP EDC3 ELFN2 SLC8A1 LRPAP1 SCGB2B2 FNBP4 RAPH1 CARD8 HOXA4 NECAP1 COPS2 ULK1 NAA30 DIS3L2 RMND5A GIPC3 DIDO1 ZZZ3 APOBEC4 SEPTIN8 RNF8 PBX2 RANBP6 LRRC1 RGS8 FBN2 PDS5B WWC3 HOXC8 KAT6A DPYSL2 TRGC1 CADM1 STK39 RCOR1 CDKN2AIP MIR2467_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2467_5P DPYSL3 SH3GLB1 RBM41 RNF24 OGT TBCK SSBP2 MAPT LRP8 CAPZB KPNA3 MAGI3 SECISBP2 TENT4B PDSS2 NXF1 STRADB UBE2I NR1D1 DVL3 ATP1B2 TSKU TRABD2B RAB11A PHTF2 PLXNA4 CIITA KCNJ4 KRTAP17-1 SYNGR2 ETV7 POPDC2 BRWD1 VRK2 PSAPL1 ATP6V1F CPD TOP1 ATCAY PIGS PKMYT1 KIAA1191 PLIN3 IL5RA UPRT TDRP MRPS36 ZNF623 YBX2 MLX PELATON MIP DHX33 MS4A4A ZC3H13 ANO10 CIBAR2 GRIA3 ALDH3B2 HRH1 PHKG2 RCN3 EBI3 TXNDC5 ASCL2 KCNH6 SAXO1 PCDHB6 RAD9A CLDN12 GRK5 OSBP TRIM7 PPP3R1 PLEKHO2 TBC1D16 GABBR2 MRPL11 APLP2 RTP1 HIC2 TMEM239 EXTL1 FNDC3A MRPL22 KLF6 SLC26A9 SELENOF AAK1 C22orf24 WDR25 NPY1R HIF1AN ACOD1 MUL1 PSD2 E2F1 KATNB1 HDAC1 TLX2 ANP32E KLF7 EARS2 FCGRT CCN2 UBE2Q1 RICTOR TMEM86A ACVR2B SPOCK1 POLE SLC9A8 EIF2AK4 CDCP2 MIR2355_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2355_3P ESRRG ZNF692 AFF4 CAP1 RHBDL2 PALM2AKAP2 IL6ST ETV1 GPD2 RAB27A SCN8A CACNA1A RPS6KB1 PIF1 TRIOBP TMEM9B LIPA SRSF10 ACTN1 ARHGEF28 RAB10 XIAP CCPG1 LIN28B CYBRD1 WDFY1 FRS2 ADAT2 FAM83B ZNF484 TAF4 YPEL2 ERC2 TICAM1 KMT5A PLCB1 MTRNR2L4 FAM20B ABCC6 EP300 SHROOM4 RNF111 CHRFAM7A OR2C3 MEX3C CCDC107 TADA2A ZNF716 ZCCHC14 ZNF554 SSBP3 TRIM48 RDX SERTM1 TMEM169 TFAP2D LRRN3 CNBD2 CAPN14 PHEX PDK3 RAP2A MTRNR2L3 LPP ZNF235 ZFAND3 PPIL3 PARD6B BAZ2B EPHA7 TMEM178A KDM5A IRX1 HECW1 ILF2 PPM1E FREM2 PAFAH1B1 STAG2 TAB2 HAS3 PLEKHA3 TENM2 ZFP91 ARID1A PBX2 FAM81A BTG2 ERMP1 GOLPH3L CDON TRIM49D1 EHMT1 FGF11 DCP2 PRSS35 SERPINE1 FJX1 MACC1 ANKUB1 SERTAD4 GABRB2 ZSWIM4 TRIM49C ADD2 TRIM49D2 MPLKIP TRIM49 CTBP1 DDX59 OBI1 LARP1 SYT1 MIR301B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR301B_5P ZEB1 RRAS2 TCF3 FOXJ2 BNC2 TEX30 UBTD1 NSL1 WDR33 SEC24B ZMYND8 RNF222 GTF3C2 DHX9 RUFY3 MTX3 ANKS1B TNPO1 NR2C2 MASP1 CIPC CDH17 PAPPA ERLIN1 FFAR2 ZFX PTPN12 AHCYL1 EIF2S2 OSBPL3 ZNF322 NPAS3 GPR35 RAB5A TRAF3 CEMIP PRX CCNT2 ATP8A2 GABPA CU633967.1 CIAO2A TBC1D5 HHEX RAB1A CU634019.1 MEA1 SGMS1 SNRNP27 XPO6 PNMA1 SEMA4B OTUD6B ZNF12 HNF1B CCM2 PTGFR PPIL3 CU633904.1 TM4SF20 NAMPT ING2 CALB1 HIC2 PDS5A C11orf53 MBLAC2 FAM102B EFCAB11 BMP2 RECK HK2 NFYB EMC3 FP236241.1 HS3ST4 PKIA PITPNB TENT5A RSPRY1 PALD1 COMMD8 TXNIP ASXL3 SPIN1 BDP1 MIR6762_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6762_3P KPNA1 CAMK2G AFF4 ARHGEF15 CAPRIN2 CNOT2 WASF2 PALM2AKAP2 SOGA1 TPRG1L SCN8A PHC3 ZNF746 AMER1 MSANTD4 GPN1 MAPK7 ZNF250 PHF24 OR2H1 TEK MYBL1 MTF1 TRABD2B AGO1 CPEB2 CDK1 FAM91A1 FAM107A KLHL25 SLC25A25 GRID2 STX16 SNED1 PRRX1 BEND4 UBE2Q2 TMEM214 GGPS1 INSYN2A HSPD1 PDE7A PCGF6 SMARCA5 INKA2 ZBTB37 NFIX FSD1L IGF2 N4BP2L1 RFX2 ZNF652 ATP8A2 STIMATE OGFR ZNF333 CDIP1 CUEDC1 LHFPL2 SLC26A1 ROR2 IGSF10 COL18A1 PTTG1IP ALCAM CHMP1B NFATC2 ELMO3 KMT2D CADM3 SS18 SEC14L1 SMG6 SYVN1 ARFGAP1 BEND6 DENND2C COMMD9 COLGALT1 FBXW8 ZFAND3 PNPO TBC1D16 FAM149B1 CRTC1 PPP1R14D APBA1 HAAO HSF5 ABCC1 EIF2S1 IFIT2 GDAP2 CDK19 ZNF75A IL1RAP APBA2 WDFY3 PPDPF ARID1A ELOF1 ICOS CUL1 GNAO1 CKAP2L TGM4 SLC4A8 ZNF609 HECTD2 POGZ AWAT2 PRKG1 SMURF1 SCN2B L1CAM STC2 C16orf82 SORL1 PLCE1 DESI1 FAM117A EXOC5 TECRL SCARA3 MIR6747_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6747_3P PEAK1 KDM3A RTL9 PHF24 SHISAL1 FRS2 AHDC1 NR6A1 IQSEC3 LINGO2 NKD1 C6orf120 AIDA POLR1E PRR15 RP9 INKA2 CLIC5 DHRS3 ORAI2 AMOTL1 NECTIN2 TLNRD1 UAP1 CLCN2 KANSL3 TBX5 GOLGA6L6 CLIP2 TSTD3 SNPH LY9 ZNF629 NIT1 ARL5A PORCN COL26A1 ACACA UBXN7 ASXL1 RMDN1 ERC1 POM121C KCNK6 PGAP4 CRTC1 APBA1 NOVA2 RXRA BCL2L1 ZNF516 ENSA C2CD2 TLCD2 FAM222A GRAMD1B RAB11FIP4 TMEM40 CHRNA5 TMEM72 ZNF346 CLK3 B3GNTL1 PTPRZ1 CTNS PPP1R3B EIF3L MBNL3 RAB6B OPA3 PREB UGP2 ZFYVE16 IL6R NOS1 KDM1B ZER1 IFNAR1 EIF4G1 PLAGL2 CSMD2 GOLGA6L1 TIPRL MGAM2 SAMD8 PARD3B CHMP4B ATP11B BCORL1 KCTD1 KCNC1 POLR2C PBX1 SZRD1 TMEM121B FA2H DESI2 GALNT6 AP5B1 PTPRH TNNI1 MGAT3 LINC02693 TRIM56 NSD2 KIDINS220 GAB2 AAK1 MIDN AMZ1 CHRM1 MFSD6 RHOV RFX3 CBLN1 CAMK1D CACNG8 POU2F1 SPSB4 ZNF579 MIR6509_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6509_5P MPV17L TRMT1L EHBP1 FCHO2 CREM RAB2B RANBP9 PACRGL WNK3 SIX1 DMAC1 USP28 PCNP SNAP91 NAIP MYBL1 CDH5 ZMYM1 UBL3 SUV39H2 SIRT5 BCL7A ECT2 CELF1 SNTN USP38 FAM126B VWA8 NUDT12 SLC9A6 PDE10A RAB2A PARP8 TMEM14C CKAP2 DHX35 ZRANB3 MANEA CDK5RAP1 N4BP2L1 NDNF NCOA2 DAB2 CELF2 LRRC58 IGF2BP3 GMNC SNX10 EPC2 MAP3K1 SNCA PI15 FGF14 EDDM3B MAMDC2 MYB IRX3 GPR82 CD226 RNF138 TMEM14B ITGA9 KRAS FAM120B RASGRP1 NAALADL2 ERI2 ARSB PPM1B EFCAB7 RGS7BP YBX1 VNN1 HERPUD2 AQP11 OTC KCNK2 AVIL PNPT1 ATP13A3 OTUD4 TTC14 SEC61A2 PRKG1 ACYP2 ERAP1 CEP350 SEL1L TAOK1 HOXC8 AKAP6 AIMP1 SYT10 PLA2R1 BHLHE41 MIR7161_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7161_3P VSIG1 ITGA4 ARHGAP31 TREML1 UNC45B PPP4R1 SNTG1 GPM6B DNAJC9 RPS6KA5 ATP6V1G2 WTIP SEC24B MAT2A PTPN20 CSMD3 AICDA OGFRL1 PSMD1 UBAP1 TRAF3 AKAP11 RPF2 SP100 MYRIP CCDC88A ZNF432 KBTBD3 MBNL1 HECW1 PIGX IPCEF1 CSRNP3 ZNF711 CA3 RABGEF1 ARHGAP5 OPCML CP PHF2 SSMEM1 OSBPL8 ANXA7 PPT1 ZFPM2 LMAN1 SLITRK2 WNT9B SELENOV CMYA5 NPNT PAK1IP1 ELMO2 LRRTM1 ARMC5 CLDND1 SUGP2 FGF14 FAM8A1 NAA50 PIK3CB ONECUT2 TMEM263 GBP2 SHPRH ELL PGBD5 MAN2A1 HDAC4 TRPM8 TTLL3 KLHL11 ING3 GNG2 BSN SRI FAM43B TBCA DDX20 USP9Y MEP1A TMEM243 TAOK1 DNAJB13 TYR MIR4736 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4736 ASIC2 ATM KCNS1 PDPK1 HTR6 WASF2 ONECUT1 BIRC6 DDX3X ATP9A DPP8 BEAN1 KCNH5 ZBTB20 PLEC SSH2 PRKD3 KDM6A ADRM1 TBL1Y DNASE2 PALM2AKAP2 DEF8 NR6A1 STIM1 CDH17 ZNF608 CHID1 CACHD1 CFL2 ESRRB GDF6 PTPN12 VSTM4 UBE2V1 EEF1A1 TPPP3 GAPT FAM53A MYO5C ATG9A KLHL12 ATXN1 NCKAP1 MAP1B CDK16 EFS FOXN2 AP1M2 GATAD2B ZNF704 GPR137 ATF7 SH2B3 ST7L BARD1 UBE2G1 FBXL18 SAMSN1 TLN1 ESRRG TRIO NDRG1 TNPO1 TCF19 ZHX3 ZNF609 LRRC59 CCSER2 GID4 INHBB STAG1 CDKAL1 HABP4 SOGA1 C10orf82 FBH1 EPHA5 ZFP41 PHB LRIG3 CCDC174 TPP1 SLC34A1 SDK2 PRODH CTNNA2 SSR1 BAZ2A PLPPR2 CYP3A5 FMNL2 CHAD JPH4 RUNDC3A RGS9BP LZTS3 PPP3R1 EPHA8 MEF2C KCNJ6 CACNB4 TNKS FOXN3 FIGN PEA15 WWC3 DGKI TEAD3 RYBP TRAF3IP3 MIR6073 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6073 CREB5 SELENOI ZEB1 SNX16 GPRC5B IL6ST GGA3 PDZD2 JMJD1C TRIM6 HTATIP2 ANKRD50 EIF3M TGFBR2 REPS2 NETO2 ECI2 CIITA IPO7 HSPA12A STAM IL7R VEPH1 TBL1XR1 UTRN ERAP1 GNAL ACBD5 ACBD3 CA3 NOL7 RAB2A KLF13 PRC1 KATNBL1 TAGAP ZCCHC24 RAB12 NMBR VSTM2A PPP1R37 ZCCHC14 GANC UXS1 ST6GALNAC1 HECTD1 ASH1L TMTC2 FBXO45 ZNF644 SSH3 ZEB2 ASPH MAP3K4 PDE8B OSBP LPP FUBP1 DMTF1 TWF1 MARK3 CYP4X1 RASGRP1 C16orf70 LRRC17 PGRMC2 TASOR2 ARNTL RREB1 STAU1 HAL BAK1 CYB5A NR3C1 FOXO1 CBLB TAB2 SLC49A4 BTLA MPRIP ILDR2 MIER1 AK5 FAM13A ITGAV PTPN23 LRRC59 ARHGEF12 GPCPD1 RICTOR GOLGA5 ARID2 C6orf47 SP4 SMLR1 CLOCK TBC1D2B WASL TESK2 ITPKB ITGB8 SYNJ2BP MIR5187_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5187_5P BCL6 ZCRB1 NDRG4 PPEF1 DCAF8 GSG1L SLAMF7 ALOXE3 FZD3 PCSK2 NBEA CSMD2 GCH1 WNT7B TBL2 CHRNB2 PTBP3 HM13 TMEM230 TMED4 SLC1A3 FAM126B AC016876.1 CYP26B1 PBX1 NUP98 SHCBP1 ENO2 SENP2 FAM86C1P TRAPPC2L RBL2 ERC1 FAM216B MUC21 KATNBL1 CHTOP GPR158 DIDO1 GLP1R FAM131B PCYOX1L MOGS MAP4K5 COL5A1 CLCA4 C1QTNF3 SMIM10L1 NLGN1 GOT2 HPS3 PPP1R15B CALCOCO1 EEF2KMT EEF2K CAPRIN1 PPM1D WDR7 USP49 ONECUT2 TMEM185B RAP1GDS1 LAMTOR1 MID2 FLT3LG FAM86B1 ADGRL2 EFR3B AMMECR1L KRTAP5-10 GRAMD1B TTC9 GFAP OST4 TIMP2 KCTD4 MAT2B NSD3 GNG2 KLB ERBB4 DPH6 COL2A1 B9D1 KLHL4 XPO1 MRPS16 ZNF609 SHISA6 OPA3 GLT1D1 TEAD1 NCL BCAM EDNRB MMP25 TLN2 ATRN ALG8 KRTAP5-11 HSF2 SIDT2 DIPK1A CSDE1 HAPLN1 TET1 FOXN1 RASSF3 MIR1233_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1233_5P UNC45B B3GAT1 NDUFA5 PARP11 SEPTIN10 PCYT2 TMEM106A HNRNPLL TM6SF2 ANK1 PKLR N4BP1 TNS1 PAXBP1 CDKN1C FAM71C TP53INP2 GON4L SCN2A CYP11B1 ARFGEF3 MAP7D3 DCLK1 ATP7B NFASC UCP3 PPP1R8 MPIG6B BRPF3 USB1 ADCYAP1R1 KLK10 GCSAM ZFHX3 RPRD1B LPP DIS3 PER1 TCAF2 CRY2 MEF2A SH2B3 TMEM104 PTPRG BAHCC1 INTS5 CIT ATP13A2 PPME1 WNT1 GNG13 PBX2 ZC4H2 BPTF KHSRP BICRAL MYO3B GNAO1 MYO19 ZNF106 SMIM21 C3orf38 UNK TGM2 HOXB13 DPF3 NRIP2 ZER1 FXR1 KRT78 NIPBL NGFR PLXNA4 GPSM3 RELN PLA2G2D ELAVL1 TMED10 PTP4A1 FOSB LCE1A SLC17A8 CHST9 PIKFYVE NANP MARCKSL1 HNRNPU SNX9 PBX4 AP1G1 AP000708.1 UGT8 FRYL ATAD5 ANKRD42 GSTM2 ZNF318 YIPF3 PAK1 XIRP1 FOXL2NB TMEM245 ADARB2 PTGFRN MIR106A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR106A_3P AGTPBP1 MEF2C CCAR1 ZNF281 KIAA0040 HIPK1 PTH MED27 BAALC OMD CRISP1 LPAR1 CARHSP1 RWDD2A ZNF770 RBBP5 ZSCAN31 CUL3 PCK1 PEX2 EDEM3 DCUN1D4 STX11 CMPK1 ARPC5 MCM9 CPEB3 SEMA3A SLC39A10 TMEM50B ACSL6 CPEB2 PDE4DIP KPNB1 CCND2 UBR1 ZNF382 KCNQ5 CADPS ZNF600 CADM2 PRICKLE2 INSYN2A ISL1 KIAA1328 NOL7 IGF2BP1 ABI3BP GRIA4 GOLPH3 GJA1 PABPC1 CCDC43 ODF4 CBFB GRID2 SOD2 PLD1 RAI1 NDNF C1orf21 C18orf63 PFN2 SLC9A3R2 RBMS3 BICRAL EPC2 SNCA DIP2A CHD6 SPHKAP RFX7 OCRL ADAM10 GRK5 TDRD6 HSPA8 KLHL1 CNST DAAM1 CPSF6 STYX KRTAP11-1 MAN2A1 RYR2 PURG GJB6 CLDN23 AZIN1 HMGB1 TNKS PCDHB5 PCDH15 PCDH10 MMRN1 USP9Y SLC17A6 ZFAND6 CAPZA2 ZSCAN2 TMEM242 PISD MEIS1 DMXL1 FSTL5 MIR3116 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3116 NWD1 NOL11 DIP2B MTURN FHL2 CBL MLEC SLC6A9 AKIRIN1 KCNIP2 DNAI2 ARRB1 HHLA2 GRAMD1B KCNE1 PTPN20 IL1RL1 FAM169A RAD50 SESN2 ACSBG1 PSMD10 POLR1B MAP7 C6orf120 ARID4A RBPJL OTX2 KCNQ5 STK26 RNGTT NCOA3 SOCS4 KCTD12 SHLD2 TSPAN11 EMX1 DNM3 RECQL5 SH3BP2 CCDC73 RASSF2 ADCY1 CYB561D1 RASL12 SPOUT1 PRAMEF1 NRCAM PPP3CB CA8 MECP2 LSM14A KANSL1L RAB7B ARSD SPATA22 PEX2 ZDHHC22 FOXP1 LDLRAD3 TBKBP1 STPG4 ARHGAP31 TMEM265 ZNF134 NIPBL FEZF2 KCTD5 ZNF382 CDK6 OSTM1 PRAMEF13 WT1 SAP30L CALR ELAVL1 MRPL43 WNT4 ATXN7L1 CLTCL1 PHKG2 FAM160B2 ERG28 NYX SMIM24 TTC28 SAA2 DDX53 ABCC1 NECAP1 PRAMEF14 PRAMEF2 AZI2 SEMA4G EFCAB14 SOX13 MEOX2 LACC1 MICALL1 SCN2B DOCK3 IQGAP3 DPM2 UBE2V1 MIR4326 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4326 CALU HDAC9 PPM1M TEX35 INPP4B RBM41 MXRA5 MPDZ CNRIP1 SNAP23 TANGO2 CLSTN2 ZNF790 GLTP SP100 SPTLC1 ADAM28 SYDE2 PRELP GPRC5C FAM149A MRPS33 CTSB MAP3K2 LEMD3 CHM MAP3K13 XIRP2 NBPF11 GPR39 SMUG1 MAPK13 UNC5CL YEATS4 SH3TC2 ZNF559 YIPF6 MBTPS1 CLEC12B GABRG1 KLK15 CXADR RAB39B SUSD6 FAM124B SVOPL PROX1 ZNF304 C1QTNF3 TSC1 EIF2AK2 EPHA3 TCF21 OLFM1 C1GALT1 LRRN2 CXCL14 UQCC1 ATG2B DOCK8 RHO TNP2 MED13 INCENP TAB2 HSF5 MEGF10 ZRANB1 C17orf107 SLC25A53 KIF26B SAMSN1 SMC1A CNTD1 GTF2A1 CAB39 RAB3IP ADAMTS5 PDIA3 GTF3C4 GREB1 CCNY TPX2 UBE3B ARHGAP35 MIR6820_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6820_3P CPEB1 FAM120C MPDZ BTBD11 REP15 CTNNA1 ZNF559 IL1RAP OPALIN DGKH PEX11A SRD5A2 AGL IAH1 CYP2R1 RUNX1T1 SLC2A4 HSD17B13 HNRNPLL STXBP1 INA TMEM50B SEPSECS HS6ST2 ZNF268 KDM6A ZC3H12B INPP5A NUDT13 DGKE GRIK2 PUM2 PARPBP KLHL14 ST6GAL2 RNF103 HSFX3 OVOL1 SLFN5 ZKSCAN1 ACSL4 MARCHF1 MFAP3L SH3TC2 EGR3 MAP4K3 RBMX RABEP1 KIF3A POLDIP2 LINC02874 C4orf33 ATP8A1 PRKAA1 TMED7-TICAM2 SRRM4 TXNDC16 CISD1 DST ASH1L PADI4 ZNF879 ANGPTL3 NYNRIN SCN1A NPHS2 ZNF648 ATP1B1 ZNF25 OSBP KIAA1109 COL5A2 CLPSL2 COX15 RAB21 PARP12 KRAS EPN3 CPSF6 TMEM248 SLC49A4 ITGB1 BCL9L MTRR MID1 PDE12 SMIM9 CACNG3 TESMIN TICAM2 MEIS2 HDAC5 MTCL1 ZNF503 ENOSF1 SOS1 RDH10 C1orf116 ABCB5 MYO5B XKR6 USP12 ITGB8 MIR5580_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5580_5P SLC25A16 ARMC1 DPYSL3 WIPI2 NEK6 HIPK1 TPRG1L CHP1 MLEC PLCG1 PTPN1 THRB FAM124A STX1A RAB30 HIPK2 HELZ2 RAB43 CMTM4 CD99L2 PPP1R12B FAM20B PXN CARMIL1 PIK3R3 ZNF335 DLG5 FAM216B SEZ6 ABHD3 ACER3 PKM SRGAP2 DCSTAMP AGO2 ZNF135 P3R3URF-PIK3R3 NDUFC1 IQCE ARFIP2 MOCS3 OXSR1 BACH1 ITPK1 ATXN7 SELENON SGTA SLITRK3 STAC HECTD1 IGFBP5 PCSK2 EPHA8 LIMK2 CLEC16A GALNTL6 STIM2 FOXN2 SNN ACOT11 BCL2L11 MSI1 PTPRT PDE3A DUT CCND1 POC1B-GALNT4 CSGALNACT1 VPS26C MPI LCOR SLU7 KIAA1549 NFIA GPD1L RREB1 FAM193A SLC9A8 PLAAT2 ADCY1 TMEM151B MINDY3 KCTD4 ROBO1 KPNA6 C17orf100 UGT2A3 CHRM1 KCNH7 TMEM72 MAPK6 MMP24 TBC1D10C CDC23 TFAP2A GALNT4 ALKBH3 PTPRK CBLN3 B3GAT1 COL24A1 DCAF7 PHF21A SLC6A6 ZNF219 HIP1R STON2 BCORL1 SYK CABYR PPFIA1 EPHB2 RAPGEF5 SRPK1 RAP1B TAS1R3 PURA MIR4317 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4317 CD55 IFNA17 PMP22 ZIC4 MACIR ARHGEF7 GPX8 ATP11C KCNC2 CALML4 ZNF770 BZW1 ENDOU CYB5D1 LRRC6 ROBO2 DISC1 NFAT5 AKR1E2 ACSL6 PDPK1 CCND2 LILRB5 CLUAP1 HADHB LGSN IPMK ZNF230 UGT2B10 HINT1 UBE2Q2 ABCA1 SLC26A7 RPL37 HEPHL1 MARCHF1 CRISP2 IRS2 TMEM47 PDE7A APOL5 TMEM231 MRPS35 CORO1C UGT2B7 LDHA APPL1 OGG1 INTS6 HPS3 SGCE HDGFL3 CLEC6A FOXD2 IFNA10 MLKL ACACA DUSP8 TMEM87A ZMYM5 UGT2B28 ZNF561 GOSR2 UGT8 CHML TRPM6 PUM2 SLMAP RC3H1 GCNA GCM2 KMT5B TGS1 AASS UBE2W INO80D INSIG1 GABRR1 PPP1CB ZNF474 TRHDE DNAJC12 SRRM1 PTPN4 ADD1 NDUFB4 BRF2 PTPRK PRKG1 NEK2 PDS5B TENT5A GDPD1 ST18 MMP13 DNAJA1 RASL11B CDK16 AUTS2 DGKB MIR6513_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6513_5P CTNNB1 ITPR2 GABRB3 TNRC6C TMEM178B RPS6KB1 FARP2 PDK3 CCDC14 RINL HDAC9 MTF1 ZNF326 C6orf136 PHF8 IL1RAP UBR5 TRERF1 FAM114A1 SF1 KLF7 YPEL2 CLIP3 C2orf83 ATP1B4 LUZP1 CHTOP GPAM SFRP5 EPGN PRTG FOXP1 CADM3 MKX RNF169 TSTD2 FBXO33 NEBL MATN3 KRT5 ZSWIM9 RBMXL2 ALDH6A1 DESI2 CUX1 ANKRD17 RBM18 MAP6 PLEKHS1 POU2F1 STC1 ILDR2 MLH3 MOB1A LSM1 MIDEAS HSP90B1 KLRG1 TAOK1 FAM20A AMER3 RALGPS2 TMEM212 RHAG RNF24 GOLGA4 CLOCK PTPN2 WBP1L CBX2 SPRYD7 C19orf84 GPR158 CDNF IL2 VSNL1 ADGRG4 KIAA0930 HOOK3 GPC6 TLR8 BPNT2 CBLN2 DLAT KCTD4 ALG14 PCDHB5 HEY2 NSD1 DPY19L1 GPBP1L1 PLN SCML2 CORO1C H2AZ1 SLC25A32 PPTC7 RPL15 HAPLN1 MIR4716_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4716_3P ESR1 SPRY4 RAB2B REEP1 STXBP4 NCAPH2 KLHL13 RLBP1 EPB41L1 LPGAT1 PCM1 RALGPS1 BCL9 PPP2R2D TGFBI CTNND1 CADM1 KAZN KALRN ZBTB20 SLC12A6 IL18BP ZNRF2 PTPRS FAM222B RAB14 PRUNE1 NECTIN1 APOLD1 CSDE1 EFNB1 USP54 LDB1 SUMO2 PDX1 NUP50 RAD51B ALDH7A1 UBAP2L SRF MAN1A2 ELP5 IL17D XBP1 DAPP1 HGF APPL1 PXYLP1 ARSK CBX5 ERVFRD-1 ZNF395 ATF7 HOXB3 ASAH1 SRSF2 CHD6 MAMDC2 ONECUT2 CPM SLC22A23 NOVA2 GPR137 PHLPP1 FAM222A AP3B1 ACOX1 STC1 TRAF4 PPP2R1A MAB21L2 PTPRJ SESN3 RAG1 DEDD MIDEAS RASL11B TRNP1 SFXN3 DOCK3 LZTS1 MVB12B LARP1 MIR6794_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6794_5P ESR1 SPRY4 RAB2B REEP1 STXBP4 NCAPH2 KLHL13 RLBP1 EPB41L1 LPGAT1 PCM1 RALGPS1 BCL9 PPP2R2D TGFBI CTNND1 CADM1 KAZN KALRN ZBTB20 SLC12A6 IL18BP ZNRF2 PTPRS FAM222B RAB14 PRUNE1 NECTIN1 APOLD1 CSDE1 EFNB1 USP54 LDB1 SUMO2 PDX1 NUP50 RAD51B ALDH7A1 UBAP2L SRF MAN1A2 ELP5 IL17D XBP1 DAPP1 FBXL20 HGF APPL1 PXYLP1 ARSK CBX5 ERVFRD-1 ZNF395 EPN1 ATF7 HOXB3 ASAH1 CHD6 MAMDC2 ONECUT2 CPM SLC22A23 NOVA2 GPR137 PHLPP1 AP3B1 ACOX1 STC1 TRAF4 PPP2R1A SRSF2 PTPRJ RAG1 DEDD RASL11B ME1 TRNP1 SFXN3 DOCK3 LZTS1 MVB12B LARP1 MIR654_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR654_5P CASTOR2 PPP1R1B ZGPAT ELAPOR2 CACNA1E RANBP10 BDNF TMEM178B MLEC PITPNM2 KIF17 TSPAN9 MOCS1 DDX17 GEM LSM12 BCL7A MRAS DBH PDIA6 ITM2C HLA-DQB2 SLC25A42 NTRK2 GAPVD1 LRTOMT AGO1 TSPAN3 CYB5R3 ZBTB4 TMEM11 PRX SLC6A17 LENEP SMG5 RAB11FIP1 TCOF1 CISD1 LHX8 PTPRN NFATC3 HDAC7 EPHA8 MYOCD GUCA2B MTSS1 THOC7 PAPPA2 CABP2 SLC41A2 STK38 GNAS STMN2 NOVA2 ZNF275 IRS1 PRR14L SNRPD3 LRFN2 AIG1 EDAR RPTOR ANTXR2 DLK1 ENOSF1 MGLL AMIGO1 TGM2 PELI3 PCDHB9 PTPN23 LMOD1 MEF2D NREP HAX1 SLC6A8 TNN KCTD15 RAB1B COTL1 RBM43 CD2 YWHAH DIRAS1 ATG2A HLA-G CTDSP1 SUPT16H JPH4 HOOK3 GLP2R ZFHX2 CPLX4 PARVA DDR1 LYRM4 WDR82 ALPK3 DCN XIRP1 MIR3612 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3612 CBX6 HTR6 WASF2 EXOG PIP5K1A ARHGDIA MMP15 STRADB C7 DCUN1D1 MOB3C BCAS4 NCOA1 U2SURP RGS7 USP2 KIF1A DHX15 RAB2B PDE1B SOCS3 VCAN GCLM CACNA2D4 IFT80 CUL2 INKA2 MOB3A CA13 CEP85 FAM131B LARP4B PRR3 NFASC MXI1 CAPN5 TSPAN6 ATXN1 SLC36A1 KDM2A POU2F2 CHD6 NONO PTPN7 MITF ING4 NTRK2 EXOSC5 ELL FAM160A1 GIN1 PDS5A HYAL4 NCS1 CNTD1 SHC1 PPP1R9B TMEM100 FCHSD2 TGM4 KLF6 LRRC59 FOXP4 CREB1 MBD6 HTR3E STAT3 RNF144B LRP6 SYDE1 SCN8A PPP2R1B C14orf177 GALK1 SLC25A35 TBCEL SCN1B KRT74 EDIL3 ADCK1 ATP6V1A PAPOLG CHST2 DZIP3 KRT6A MTA2 THEM5 FAM102A RNF4 LDLRAP1 FA2H ALX4 F2RL2 EBF3 SIRPB1 FUBP3 SPAG17 NR6A1 LMBRD1 RIMS4 INO80D TRAF4 MUL1 KRTAP4-12 PIK3C2B BCAT1 PTPRJ PALM2AKAP2 SDC3 SUMF2 MFHAS1 NHEJ1 PRDM9 AGPAT4 DIPK2B KRT6C TTBK1 EIF4G3 MIR301A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR301A_5P ZEB1 RRAS2 TCF3 FOXJ2 BNC2 TEX30 UBTD1 NSL1 WDR33 SEC24B ZMYND8 RNF222 GTF3C2 DHX9 RUFY3 MTX3 ANKS1B TNPO1 NR2C2 MASP1 CIPC CDH17 PAPPA ERLIN1 FFAR2 ZFX PTPN12 AHCYL1 EIF2S2 OSBPL3 ZNF322 NPAS3 GPR35 RAB5A TRAF3 CEMIP PRX CCNT2 ATP8A2 GABPA CIAO2A TBC1D5 HHEX RAB1A MEA1 SGMS1 SNRNP27 XPO6 PNMA1 SEMA4B OTUD6B ZNF12 HNF1B CCM2 PTGFR PPIL3 TM4SF20 NAMPT ING2 CALB1 HIC2 PDS5A C11orf53 MBLAC2 FAM102B EFCAB11 BMP2 RECK HK2 NFYB EMC3 HS3ST4 PKIA PITPNB TENT5A RSPRY1 PALD1 COMMD8 TXNIP ASXL3 SPIN1 BDP1 MIR7843_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7843_5P PPM1M WASF2 TRIM46 KCNIP1 IKZF1 KBTBD2 COL5A3 TSPAN9 HNRNPR SLC37A1 LSM12 PARP6 N4BP1 ETV4 CDIN1 KLHL14 PUM2 AK3 NFYA ZNF862 TMEM217 AGO1 SHOC1 YTHDF3 RHBDL1 FHL1 FAM53A CDON SUSD6 PRMT6 SLC6A17 KIF21B DUSP13 GABRA4 ANKFY1 ST3GAL5 PAX5 TRIM4 AIF1L WDTC1 KIAA0513 PRR32 KCNB1 MAP3K11 FNDC3B TRIM26 REG3G ANKRA2 STEAP2 CECR2 TCEA2 MAFG CERS3 RNF19B SLC10A7 DGKK XYLT1 USP7 DCX TENT4A MORN5 SSR1 DENND11 NOS1 RIMS2 FAM78A VPS39 KCND1 CLIC5 ALKBH1 SCML1 ADAMTS4 PIANP RAB1B COL16A1 SMARCD1 RTKN RGMB NQO1 TMEM201 STK35 TRIM35 ERG28 LDLRAP1 NOTCH2 BCL2L15 STAB2 ARHGEF6 SOX10 GOSR2 ATP2B4 SATB1 NEUROD4 SH3GL2 CHAF1A ACVR2B AMOT SRGAP2 TLL2 C17orf67 MIR6506_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6506_5P CACNA1E CELF4 GPD2 PTAFR NR3C1 ETS1 LGI1 GPATCH8 SPATS2 GLCE PATE2 WNT7B KCNMA1 CALD1 SLC25A23 WDFY1 TMEM183A ESRP1 FAM104B TMEM37 CENPU PPIC MTX3 PRDM5 LASP1 ORAI2 ABHD18 CYFIP2 TIMM50 CPEB1 NFATC2 HIP1 TRMT10C ROCK2 SPRYD4 LETM2 ATXN3 YWHAG VLDLR C19orf18 MDM1 ODF2L ZNF577 SLC43A2 TRIM49D1 CTNS URM1 OPA3 METTL21A TSPYL6 SPOCK1 CCNT1 STON2 TCEANC2 YME1L1 PLA2R1 MASP1 SOGA1 COPG2 DOCK5 GGT7 SUDS3 ABHD2 MAVS COL4A3 PLEKHG4B CACNA2D1 KIAA1328 PRR11 AVL9 CYP20A1 C11orf58 CORO1C TMEM183B TOE1 NLGN1 C2orf91 ANAPC16 ITGA1 WDR59 BOC SUSD5 NAA50 PTP4A2 LRRC74B SLC7A14 AGAP1 ARHGEF6 WWC2 AAK1 KLB FNDC9 MYCL FGF11 CAMK1D POU4F1 TMPO ZNF721 MGARP TCN1 MIR5699_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5699_5P BRD2 PSMA4 JAK1 HDGF SHISA9 OXR1 PITPNM3 KIF5A STIP1 BCL9 UBE4B DCDC2 JADE3 SIM2 SUPT6H UBA6 TRABD2B TMBIM6 NEO1 TMEM164 PTPN14 RDH11 SINHCAF ZBTB14 CYTH3 GOPC ZBTB33 XPO4 FAM53A HIPK2 ERCC8 PTPRU INSR CLCC1 RUSC2 IGF2BP1 LARGE1 ZNF396 CREBZF WNK2 NECAP2 OSBPL1A LPCAT1 ZSCAN12 DUOX1 RSPRY1 SARM1 NR3C2 TENM3 SLC23A2 FOXK2 CAV2 SYNE1 PEX19 RASSF6 CHRND ZC3H14 YTHDC1 CCPG1 ACVR2A SLC10A7 CD96 CASQ1 EEF1AKMT2 ZRANB2 ZHX1 ANKS1A TTLL11 GPATCH2L SPTA1 GOLGA2 ULK3 LRRC10B KIAA2026 APBA1 LCP2 ADAMTS14 JOSD1 DYNC1LI2 SEPTIN4 HIC2 FAM122A TPH2 AFTPH KLHL18 OGA NAGA ARHGAP11A TGFB3 ZNF528 SUN2 CPLX3 S1PR2 ZNF512B MSI2 SCML2 ZNF780B ADAMTS17 ZFYVE21 TMEM242 SDC3 CFAP97D1 MTM1 PPP3CB PPP6R3 IL6R ID4 MYO9A KBTBD4 MAGEB3 TESK2 TTC5 MIR4645_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4645_5P PHTF1 SIX4 MNT FERMT2 RANBP10 IRGQ PLA2G12B JADE1 VTA1 TMEM126B ZSCAN22 EXD1 RBBP6 DVL2 FAM107A FGFRL1 CDIN1 SRGAP2B DELE1 GCC1 GPR171 TMPRSS13 ERG PTK7 CNOT6 AK2 OPRM1 DOCK11 WASHC4 EGF LMAN2L SMAD4 RAPGEF2 KIF3A GPR12 PLA2G3 SH3PXD2B TTL CHMP7 SH3BP2 MRTFA MPPED1 UBFD1 AP4B1 CCNL2 DIO3 ACTR1A ZNF132 TEX261 KCND3 ARF4 SERTAD4 TRIL SPOP ATP11C FOXO3 SOGA1 NDST1 UBE2G2 WWTR1 KLHL29 CDH22 FBXW4 TMEM208 SLC35B4 BAGE2 THOC2 C9orf62 KCTD6 ARHGAP36 PAPOLG MAF1 PIM2 PDXK NCLN NXPH1 DHCR24 TRIM36 GTF2H5 ZSCAN12 SETD5 CEMIP2 IGDCC4 MYRF ATXN7 ARRDC3 SLC5A1 TLK1 IL3 BCR GPC5 AIRE FAM98B KSR2 SPTSSA AP5B1 ZMAT2 PDAP1 LRPAP1 EREG SYN1 TBC1D2B SLAMF8 ERP29 SHC2 RSBN1 SRGAP2C ZHX2 SLC15A4 MSANTD1 SRPRA TNK2 STT3B GPATCH2L PHF21A BICD2 KY SLC51A SOCS1 GBX2 LSM14A MIR6799_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6799_3P PCDHA2 CASTOR2 AFF3 ALS2CL POP1 ELAPOR2 SH3BP5L GRIK3 DDN PCDHA10 PRKAR2A PLEKHB2 VASH1 LMX1A HTR2C C20orf85 HEYL PSD3 RAB43 BCL2L13 IST1 KCNQ1 MYO1B USP46 PCDHA13 UBE2QL1 HSPB7 DHDDS RFTN1 YEATS2 KIAA0100 TP53INP2 FAM160B1 NSMF OVOL1 LPAR5 EPHA10 PRDM1 PCDHA12 TMEM184A SH3TC2 TMEM47 LHX1 KIRREL3 TIMM22 ZDHHC3 FGF3 PAX3 ZNF239 ADD2 SLC12A5 KLK15 MXI1 C2orf49 SYNJ1 RNF4 EDEM1 ATP8A2 LHFPL6 KDM4A TBCEL PCDHAC2 PBX1 PCDHA11 SLC6A3 SNX12 RGP1 IGFBPL1 PCDHA7 PCDHAC1 SMNDC1 LMO4 GPR132 COX6C PCDHA1 SH3PXD2A FAM53C CASZ1 ZNF710 ARID3B TRMT112 PCDHA6 TEF SLC38A4 PTCHD4 ADAMTS14 KCNK9 MICOS10 TMEM131 PHLPP1 RAP1GAP PCDHA5 ADCY1 KATNIP TRAPPC3L CHGA ZBTB39 BSN DSE PIP4P1 PCDHA9 ETV5 CEP89 MMP28 TXNRD1 NUFIP2 PRR12 PCDHA8 PTPN12 PCDHA4 ELOVL5 NUP58 MSRB3 LIMD2 UNK KAZN PCDHA3 EPHB2 DOCK3 MIR6760_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6760_3P CD55 AFF3 MIB1 MTUS2 EVL ILF3 RNF220 FOXO3 NIPAL3 ITGA6 AEBP2 OXR1 RLBP1 RWDD2A CASR KRT82 HOXD3 SYNCRIP AICDA FGFR1 PPP2R2A ANKRD40 LHX6 MYH10 SCAF4 OTULINL EID1 IL7R UBE2QL1 NRXN1 SCN3A ABHD5 FAM216B IL5RA UCK1 DNAJC27 UGCG CCDC181 ADAR SNX31 PHYHIPL SLC25A3 SH2D1A SPDL1 TRIM13 EIF4E GPR180 SLC10A7 SCN1A COPRS SLC19A3 PDCD4 TRDN SYT4 CCDC68 OASL R3HDM2 GOSR1 BCCIP TMPRSS2 EPB41L2 CD163 LDHA RICTOR GLP2R BCL2L14 SEC61A2 JTB PTPRG CHST3 EIF5B GDA RBM24 DNAJC13 ADGRB3 TSR1 MBLAC2 KIF3B MCPH1 SLC30A4 INO80D WDR82 BTBD10 MYCBP2 KRAS ARMCX3 FAM171A1 C5orf24 OLA1 DMXL1 DR1 TMEM243 SDC3 COQ10A SORBS2 NOM1 CADM1 HGF ASXL3 COL5A1 GNB4 MIR12113 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12113 EGR2 XPO7 DPP10 CCDC178 ELOC LPGAT1 CLSTN2 C21orf91 RFX4 CCDC14 COBLL1 HNRNPDL TBC1D14 CADM1 SLFN13 LEXM ZNF367 CALD1 ITPRIPL2 MARCHF6 ITGAV IL33 HOXC4 AKTIP FAM166C MAP3K2 ZBTB33 KBTBD3 FAM160B1 PTCH1 B3GALT2 RBM14-RBM4 CNKSR2 SNX11 CSNK2A1 MAGEE2 ACBD3 SMYD2 ELAVL3 ZBTB34 EFCAB1 ANO2 GRIA3 NIPA1 ATP8A1 EPB41L3 GTF2A1 EPC2 TRPC1 RPTN RAD21 SERTM1 IDI1 USF3 TRDN NIPAL1 TMEM33 TOX4 LY9 VPS4B RIMS2 FRMD6 KCNA5 ATL3 PLEKHM3 CD55 RAB28 ORMDL1 FAM199X EMC8 PAK2 PPM1E EML4 CALCR TFAP2A NEIL2 ZNF251 AZIN1 ARL6IP6 PPIL4 ARGLU1 MRPL47 RTKN2 NXN KIF5B COA5 PTPN4 PEX13 ZHX3 ENPP4 LRRC59 SIPA1L2 ZNF827 ANKRD34A VWC2 ERCC6L CNTN3 BCAP29 MIR4264 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4264 GRM1 TREML1 NHSL2 ASGR2 NEK2 DMAC1 MAP1A GEMIN8 TRIM39 PTCRA HNRNPDL ARPC5 PWWP2A PGAP4 RASAL1 PPP1R12A NCK1 C1QTNF8 ADORA2A ZFP36L1 WDR44 SLC25A30 ZIC3 IL17RE CACHD1 NF1 GAB3 SAP30L RIBC1 CYRIB GPR107 RIF1 INSIG2 OSBPL1A PTPDC1 CSN2 CXXC4 RGS18 AK4 RRN3 IRF6 ENPP6 FAF2 ABHD12 GTF2I ADAMTS18 XCL2 TAF12 CACNA2D3 RAB3C FBXO38 CTDSP1 SLC24A3 FAM210A ABCA8 MATN3 ELOVL4 CALM3 GPATCH2L BCL2L12 SREK1IP1 ASXL2 CD28 PPP6R1 CAPZB PTPRG LARP6 SMC2 SPRED3 TMEM150C ACAN CSF2RB FRAS1 MMP12 KDM1A CALCR INO80 UBE2Q2 PRICKLE4 ZMYND12 SLC7A11 DDX3X SLC8A2 EXOSC2 TRIM66 TMEM238 SEMA4G SETD9 CNTN1 ADIPOR2 SYT1 PHIP CYRIA ELAVL2 COL24A1 RPA1 PPP1R3G XCL1 SORL1 GLI3 KAZN PASK MAP3K21 ASXL3 FBXO42 GLIPR1L2 TRAPPC8 NFAT5 HAPLN1 MIR1_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1_5P TGIF1 FOXO3 SLC25A40 UCHL5 SSR3 CDH19 PROX2 DGKH RPS6KA5 GNPAT NUDCD2 TRIM6 ATF2 PAIP2B MYBL1 CSMD3 AURKA FAM162A KDM6A ZNF567 CYP7A1 DAB2IP FUT9 PRPF39 TSHZ1 MAP3K8 UHMK1 BICD1 HIKESHI ZNF677 ERRFI1 UGCG CTNNA2 SRSF6 SREK1 AHR BORA SNTB1 PWP1 TMEM192 ELAPOR2 FNIP1 PHLDB2 VCL FEZ2 FUCA1 FBXO45 TSC22D2 VPS54 YTHDC1 XKR4 C1orf94 CLDND1 PSMA2 TRPC3 PDHX CNOT6L THOC7 ZMYM5 STK17B LSM8 ZC3H4 VPS13D MTRNR2L7 SLC40A1 CISD3 CFAP20DC PYGO1 ARID1A SNX6 DENND1B FAM81A TACC1 ASPN DTL MSI2 ERAP1 CAND1 KIAA0825 TMEM242 MAPK8 N4BP2 GRHL1 DMXL1 RP1 ANKRD27 PAG1 MIR7150 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7150 PDE4B GPSM1 ADAM19 KCNH1 RAD51D KCNH5 PRKD3 LTBP2 KDM6A F13A1 CASP10 STMN1 FYCO1 SINHCAF TBL1XR1 FOXP2 SEPTIN6 MGMT PEF1 CYP26B1 PPP2R3A PPP1R12A SCUBE3 ZNF555 IL21R MYO5C ATG9A PEG10 FAM167A CTDSPL RABGAP1 SLC39A1 FOXN2 KRT19 PDE3A CERS2 PACS2 HCN3 RNF217 AIP SYPL2 ABLIM2 SSH2 RARG CCSER2 TPI1 ADGRA2 TSNARE1 UBE2N GPR22 RNF13 DOLPP1 SAP30L NAV1 AKAP1 POP1 UBE2W ELAVL4 CDH10 MORN4 GBP3 EIF2B1 NSG2 HBEGF EDAR ETV5 TRIO TCF19 TICAM2 FABP3 ZHX3 PLCB3 AZI2 NOS1 IL5RA RAB9B PLP2 MMD STAG1 HABP4 AMOTL2 MAP1B ZFP41 PHB FRMD4A RAPGEF6 SLC25A26 CACNA2D1 TAF4B TOPORS TTBK2 VSNL1 VANGL2 BAZ2A ZDHHC8 TAPT1 SOSTDC1 ZNF689 B3GNT2 RGS9BP HOOK3 ONECUT2 CABLES2 PGLYRP4 MEF2C HAS2 AKT1S1 C17orf107 CACNB4 SNAI2 NR6A1 PFKFB2 CFL1 JPH2 ZFR DDX3X FOXN3 RND2 MEDAG MARCHF3 PHIP PML BICD2 APCDD1 SCN2B SMPD3 RPS9 NCKAP1 PAIP1 POFUT1 LPCAT3 GABRB1 MIR650 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR650 CBX6 HTR6 WASF2 EXOG PIP5K1A MMP15 STRADB C7 DCUN1D1 MOB3C BCAS4 NCOA1 U2SURP RGS7 USP2 KIF1A DHX15 RAB2B PDE1B SOCS3 VCAN GCLM CACNA2D4 IFT80 CUL2 INKA2 MOB3A CA13 CEP85 FAM131B LARP4B PRR3 NFASC MXI1 POU2F2 CAPN5 TSPAN6 ATXN1 SLC36A1 KDM2A CHD6 NONO PTPN7 MITF ING4 NTRK2 EXOSC5 ELL FAM160A1 GIN1 PDS5A HYAL4 NCS1 RAB11FIP4 CNTD1 SHC1 PPP1R9B TMEM100 FCHSD2 TGM4 KLF6 LRRC59 FOXP4 CREB1 MBD6 HTR3E STAT3 RNF144B LRP6 SYDE1 SCN8A PPP2R1B C14orf177 GALK1 SLC25A35 TBCEL SCN1B KRT74 EDIL3 ADCK1 ATP6V1A PAPOLG CHST2 DZIP3 KRT6A MTA2 THEM5 FAM102A RNF4 LDLRAP1 FA2H ALX4 F2RL2 EBF3 FUBP3 SPAG17 NR6A1 LMBRD1 RIMS4 INO80D TRAF4 MUL1 KRTAP4-12 PIK3C2B BCAT1 PTPRJ PALM2AKAP2 SDC3 MFHAS1 NHEJ1 PRDM9 AGPAT4 DIPK2B KRT6C TTBK1 EIF4G3 MIR885_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR885_5P CTNNB1 HMBOX1 ASB5 PFDN4 FAM98A PCSK5 ZNF281 UBTD2 GPR68 NSUN5 OXR1 ZADH2 SEMA6A UPF2 SLC11A2 NUDCD2 NLRP1 ADD1 MAGT1 GALNT3 ZNF367 CPEB3 KAT2B HSFY2 ECE1 CPEB2 CDC73 PBOV1 AOPEP ENKUR MAP4K3 CPSF7 C8orf88 TMEFF2 EIF1AY NME5 CEP170 MXD1 SLC35D1 CEBPD ZNF354A PDE10A MACF1 LAMC2 ELAVL1 TPMT ZBTB34 MAN1A2 SRSF6 MEX3D OR51E1 ZFY CXADR PDCD6IP SH2D1A STRIP2 CAMK4 FURIN GTF2H3 FNTA HSFY1 FSBP EIF1AX MAN1C1 VPS13A NUDT21 RFX7 LCP1 KIF21A ATAD2B TDRD6 SYTL4 TMEM185B TSC22D2 ZNF407 WNT5A ZC3HAV1 PROK2 TMEM41A EMILIN2 ASCL4 CPSF6 CDK17 ATXN1L SLC35F5 ZNF516 FAM241A TCTEX1D1 LACTB UBE2N CCDC71L OSBPL6 VSTM2A TMEM135 ING3 PARVA ZFP91 FAM81A PGK2 PDK1 SNAPC3 JAZF1 DPY19L1 ZNF10 KIAA0825 WWP1 ARID2 PANK3 SMIM13 PARG PHF6 DNAJC15 SLC33A1 RET ZC3H12C MTMR9 LRP4 MIR6126 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6126 WIPF2 STEAP3 TP63 AXIN1 TARDBP OPALIN LRRC28 THRB FAM189B ENAH SLC13A1 SLC3A2 DMXL2 SNX3 SMOX ZNF367 TGFBR1 LSM12 SLC12A6 RIC3 MED14 C3orf18 CPD CD81 ZNF426 ABHD17B TMTC1 INSYN2A FGG SLC12A2 TNFRSF21 ZNF844 MACROD2 ALDH7A1 MPP1 PRR15 OPCML ZNF559 PTP4A1 ZNF135 FRMD5 GFM2 BPTF IL17A MTMR3 IL7 ZNF490 SLCO4C1 ZNF74 ZNF14 CTSC ZNF594 TBC1D1 LHFPL2 ARRDC3 ROR2 ZNF763 POGLUT1 PRIM1 PAPOLA PCDH9 ZXDB IPO8 DCUN1D3 ARPP21 ADRB2 MPHOSPH9 TMEM252 LAMC1 OTUD5 NAA50 EBF3 LPP NAA15 ATL2 NR2E1 FAM120A ZNF720 TIA1 BTBD7 RIMKLB CATSPERE DHCR7 B4GALT5 HAL CLNK FRAS1 UBE2B GAB2 SLC2A13 AAK1 WSCD2 CPNE8 EBNA1BP2 SLC7A11 MDGA2 ZNF124 ZNF268 KCNQ2 SRSF2 SNX4 SMIM9 XPO1 LNPK BICD2 VASP GPATCH2L NEGR1 HTR2A SOS1 KRTAP13-1 ADAM17 SCAI FRA10AC1 STRA6 CCDC177 EDRF1 LRATD2 COL4A1 MIR1272 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1272 EIF4E3 GRM1 OLFM3 UNC45B ZEB1 GSG1L MBNL3 THUMPD3 CXCL6 TRAM1 ADAMDEC1 PGR GATA3 LRP8 SYNPR CYP27B1 DMP1 PDK3 TRAF5 GCNT1 DSG2 HTN1 RANBP3 PDE1C C4BPA CNTN1 USP38 KIAA1191 USP33 PCDHB16 LRTOMT SLC35D1 SUPT3H DCAF6 RIF1 MDM1 SLC12A6 MS4A4A GJA1 FAM83C BCAS2 FNIP1 DACH1 CISD1 PLA2G12A TCTN3 C5orf24 IGF2BP3 VWA2 MEIG1 VGLL3 MAP3K20 TCERG1L MCOLN2 NCKAP1L CIBAR1 RSF1 TTC37 ZNF28 PDE3B MED6 HYAL3 WNT16 ADAM9 PTCHD4 GOLPH3L NOVA1 CAPZA2 GRB14 C11orf71 AKAP6 MECP2 PLA2G4E LYRM7 LETM1 CCNT1 IGFBP1 UGT2B4 TMEM167A SHISA7 BCAP29 POPDC3 FLT1 CBLN4 DNA2 EIF2AK4 MIR4735_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4735_3P ESR1 AGFG1 MBOAT2 ATM HMBOX1 KCMF1 TRIOBP PDZD2 EPB41L1 DICER1 LACTB2 PHC3 RORA KCNJ2 PHF19 PATJ KLHL20 ITGA2 PNISR BBX TGFBR3 HMGCS1 SH3BP4 ZNF367 RAB5C FBXL3 GCLC CDK19 TBPL1 FRS2 NR1I2 CCDC88A ESCO2 HEATR5A MYLK IQSEC3 OLFML2B DIRAS2 PSD3 MAP7D1 HIF1A FAM3C PIAS3 PDE4D RAB5A ZCCHC24 KCNA1 GOSR2 GPR158 YPEL5 IRF2 NEDD9 XYLT2 ZCCHC3 ATXN1 MAP3K1 AEBP2 RABGAP1 MAPK4 VPS13A TNFAIP3 ADD3 GLRB PRSS12 TMEM170B TOR1B DPPA3 ZBTB20 CCR2 ZNF365 NAA50 ATL2 NEDD4 YBX3 MEF2C HSF5 FRYL TMEM248 PARD6B SMAD2 KDM2A CEMIP2 CA12 BTG3 ZFP62 RUNX1 KPNA6 DIP2C KCNH7 KCNS2 RBBP8 FCHSD2 PNLIPRP3 XYLT1 RNF145 ZBTB4 ZBTB47 NUFIP2 SIX3 CCN2 PTCHD1 SORBS2 TAOK1 FER TWF1 SUCO TRPC4 CREBL2 GIGYF1 FAM9B TRAPPC8 PTGFRN TRIB2 ERI1 MIR541_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR541_3P CASTOR2 PPP1R1B ZGPAT ELAPOR2 CACNA1E RANBP10 BDNF TMEM178B MLEC PITPNM2 KIF17 TSPAN9 MOCS1 DDX17 GEM LSM12 BCL7A MRAS DBH PDIA6 ITM2C HLA-DQB2 SLC25A42 NTRK2 GAPVD1 LRTOMT AGO1 TSPAN3 CYB5R3 ZBTB4 TMEM11 PRX SLC6A17 LENEP SMG5 RAB11FIP1 TCOF1 CISD1 LHX8 PTPRN NFATC3 EPHA8 MYOCD GUCA2B MTSS1 THOC7 PAPPA2 CABP2 SLC41A2 STK38 GNAS STMN2 NOVA2 ZNF275 IRS1 PRR14L SNRPD3 LRFN2 AIG1 EDAR RPTOR ANTXR2 DLK1 ENOSF1 MGLL AMIGO1 TGM2 PELI3 PCDHB9 PTPN23 LMOD1 MEF2D NREP HAX1 SLC6A8 TNN KCTD15 RAB1B COTL1 RBM43 CD2 YWHAH DIRAS1 ATG2A HLA-G CTDSP1 SUPT16H JPH4 HOOK3 GLP2R ZFHX2 CPLX4 PARVA DDR1 LYRM4 WDR82 ALPK3 DCN XIRP1 MIR4656 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4656 ADCY10 NANOS2 HTR6 TMBIM1 SLC9A5 PHF19 ZSWIM5 SDAD1 PHF24 CRISPLD1 TJAP1 CD79A FNIP2 WARS1 NAA80 ITM2C PUM2 CYP26B1 EFCC1 ERI3 CNKSR2 ZNF671 PAK5 PML ZNF787 SHFL MOBP RGMA NFIX ADGRD1 TMCC3 SELENON NKAIN2 FBXO17 CLIP2 UQCRC2 EIF5 P2RY2 MKX ANTXR1 JADE2 MGAT4A MYSM1 BEND6 TRAM2 MBNL2 ZNF704 PLEKHM3 RUNX2 ZNF341 P4HA2 TAGLN TCF12 FBXL18 WNT5A GIPC3 SKIL ZNF609 RIPK1 STK40 CMKLR1 HDAC6 VDR ATP2B2 TNS4 NCK1 SASH1 RMND1 MBTD1 GSG1 PCSK5 SOGA1 ERBB2 CDH6 SLC25A19 GPR39 GPR84 UBAP2L TTYH2 MLLT6 TSPAN18 SYNDIG1L SZRD1 ZNF705D LAPTM5 TCHH USH2A PLXDC2 PDAP1 ADIPOR1 KIAA0930 ARID3B MDGA1 METRN ARNT2 TAB2 NATD1 PLEKHA5 TSPAN7 ZNRF1 CCDC13 NIPSNAP1 BAZ1B SDC3 NPY RPS6KA2 CABP7 ENTPD2 LARP1 MIR6727_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6727_3P CBX6 C1RL CRIM1 MLEC GALK2 GRAMD1B TRABD2B P2RY8 BCL11B NUDT16 RNF125 AHDC1 AKTIP FMR1 ASPH ZNF608 CAPZA1 ANKMY2 SUPT3H TC2N CT55 PRR15L KAT6B RP9 FRMD3 CEP85 BCL11A SLC25A30 TLNRD1 NUP214 CLCN2 RBSN DCAF10 ALCAM ISYNA1 GGA3 SCN4B AADAT RFX3 RGP1 CLSTN1 P2RY2 RPRD2 STX3 CSMD3 GPR132 DMD CRTC1 UBE3A KIF1B ZNF516 ZNF445 SYNPO HSBP1 TECPR2 PBX2 FGD6 PSG4 PSG8 OPA3 N4BP3 SMIM21 PSG7 PSG1 NIBAN1 STON2 EPHB2 TCEANC2 PDGFB FZD3 CHP1 MLXIP CSMD2 NOTCH2NLA MAN2A2 TBC1D7 GLCCI1 CACNA2D1 SDK2 CTNNA2 CEMIP MEX3A PLEKHG7 ITFG2 PBX1 LDLRAP1 TDRKH MAN2B2 VPS53 SERP2 MED9 MRPL15 STON1 EPHA7 LCLAT1 MAP3K13 GAB2 GCNA CHRM1 TRIM66 MFSD6 HOXD4 HSDL1 PGS1 DUSP7 RHOV TTC33 PPTC7 ACVR2B CAPRIN1 CASK LARP1 MIR216B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR216B_5P HLF CCDC50 MCM4 ZNF148 DNAH14 IQCJ-SCHIP1 SLC50A1 ANKRD42 LRP8 BCL2L11 LIMA1 DCUN1D4 B4GALT6 YIPF5 ARFIP1 PCMTD1 ENAH APBB2 ACSL6 CDC73 ANXA10 ENC1 GAD1 NCOA3 NKAPD1 ITPRIPL2 RNF146 TBL1XR1 IKZF2 KCNT2 FAM131B INSYN2A EDNRA PRLR TMPRSS12 DIXDC1 CDR2L TMEM161B WWOX USO1 PWP1 TMED5 FNDC3B CLDN16 PMP2 DNAJB9 SLC33A1 CASK MLLT3 SPHKAP NRK GLRB WDR12 GCFC2 CFAP298 KDM7A PRDM2 SNX30 TMEM199 TPM3 THAP6 SREK1IP1 CRY2 NTRK2 LCOR PXN ISCA1 PDHA2 MPHOSPH6 MSR1 PLXNA1 IGSF11 SMAD1 AVPR1A GTF3C3 GBP5 HK2 TTC14 NPAS2 HOXD13 VAPA KLF9 NEUROG2 CNTN3 RRM2B MPLKIP SCHIP1 PLEKHA5 FAM151B TBX2 CASP10 RAP1B MIR4293 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4293 KPNA1 SLC30A6 LGALSL AQP3 CAPRIN2 HOXA13 THUMPD3 VOPP1 FUS TANC2 RAP1B ARSF LEMD2 CYB5D1 PANK2 DCUN1D1 MED8 CPEB3 MTF1 SLC24A2 SOGA3 METTL8 ZNF546 VPS26A RNF17 ARMC3 GGNBP2 GSKIP RAB2B WDR47 WAPL CLIP3 HECW1 RGS17 OLFML3 ABHD17C PTGS1 HEMGN TOX3 TRAF3IP2 CYP20A1 PIAS3 MLPH ZFYVE28 MTUS1 CXXC4 ZNF451 ZDBF2 ZFPM2 MEX3C SETD7 RNF19A DUSP13 ZNF655 GLG1 ARHGAP24 CLEC14A LONP2 DESI2 EIF3J SORCS3 CASD1 LMO4 RAB4A SKIDA1 ABHD16A CHD1 CNOT6L WEE1 EDC3 AP001372.2 REG3G AIG1 FGL2 ZNF264 RANBP17 NFATC4 ADGRB3 SIAH1 YAP1 MTFR1 RPL36A TAB2 AZIN1 BHLHE40 ARL6IP6 SREBF2 CSMD1 ZNF528 HDAC1 BPTF DUSP7 RFX3 ZBED4 DCAF7 SLAIN2 PELI1 GLCE ADGRA3 EPHA10 ZBTB10 PECAM1 ARFGEF1 RNF144B PRKAG2 SYNJ2BP MIR3944_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3944_5P SOX6 SPG21 RCAN1 DIP2B RBM24 CDC42BPB UBE2D3 TMEM25 RALGPS1 WASF3 RORA STK33 PURB MCM7 GPR6 CARD10 ANKRD13A SNX3 DCTN5 OLR1 SEMA6D CRKL CDC37L1 ZNRF2 ENC1 MACO1 SH3BP5 G3BP2 RNF32 MIER3 SELENOT TBPL1 NOL4 AKR1C3 NR2C2 ATG9A KLHL21 SUN2 RAB11FIP4 ENO2 IQSEC3 UBE2Q2 TSPYL5 RAPGEF6 NF1 ISM2 TNFRSF21 SULF2 SCAMP2 DEPDC1B TMEM143 ARID4A TOPORS FOXP1 SPRY3 TNRC6B NIBAN2 RC3H1 GPR85 ARID4B ANKFY1 TMED6 GNS KCNMB4 BHMT RAD21 RBAK DCUN1D3 CD5 NBL1 RFX7 PTEN CHD1 MT1M PPP3R1 FAM104A CGN DPPA4 PITPNA KCNK9 JOSD1 EPHA7 NFIA CLIP1 PDS5A KIF13A ADCY1 ANO3 FRK NRAS DYRK1A DDX3X KPNA6 TMEM233 HTATIP2 HSDL1 EFCAB14 CLASP2 PTPN4 CDV3 SRGAP1 SP4 MRAP2 AP3M1 KIAA1549 KIF5C IQCH CASK GFOD1 CDK12 TXLNA MIR4718 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4718 ARHGEF10 VSIG1 ATM PCDHA2 CAMTA1 SLC38A2 MEGF9 HIPK3 SYN2 BCL2L11 PCDHA10 TMEM185A MMP15 PALLD PCDH20 TM2D3 CACNB4 LMX1A IL1R1 CNN3 R3HDM1 FRS2 CD177 PAN3 CTCF KDM5B LAMTOR3 PCDHA13 WWC1 NRXN1 GNAI3 SHCBP1 ZNF507 CHL1 SYN3 FAM193A ADSL GABPB1 CYRIB PCDHA12 RBM4B SIK3 MCPH1 TIAM1 NPTN EIF4E PCDHAC2 PCDHA11 ZEB2 TAF6 ZBTB43 SLC3A1 CTNND2 GATA2 PCDHA7 PCDHAC1 SOX11 PCDHA1 MTOR RBM45 ZNF747 SBNO1 SV2C HECW2 SESN1 PCDHA6 CENATAC C16orf70 FAM166A SRRM2 TJP1 PPM1A PDS5A SEC62 PCDHA5 MAK TMEM117 KMT5B RGS13 WDFY3 SGSM1 HIVEP2 KLB BTG2 PCDHA9 STK3 RAG1 GPBP1L1 ZNF266 CAB39 MBD2 BNC2 PLEKHA1 LHFPL4 PCDHA4 VAPA GABRB2 PCDHA3 HIVEP3 ASB7 MGAT2 IGFBP7 DLG2 SRPK1 UBE2F MIR4711_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4711_5P PTPRE COLCA2 NCAPH2 ELAVL4 NRCAM RORA SLC44A1 PPP2R2B GALK2 BACH2 RAB11FIP2 LRCH2 ALG13 CH25H RAVER1 CMTR2 MSL2 LMO7 HDDC3 ZFHX3 N4BP2L1 SUPT7L GADD45A DIO2 PNN OGDH HDAC8 KIF2A ZNF333 CASZ1 MYT1 LAMC2 ADGRL3 BEGAIN TRIM41 SLC24A4 DYNLL1 LUZP1 USP47 CBFB EVI2A TTBK2 NAV2 PPP4R2 CTTN KRT10 FBXO28 GABPA LARP4B CIAO2A TNFAIP8L3 MTSS1 ZDHHC17 DIDO1 ZDHHC15 TMEM30A PAPOLA SCN4B CCDC102A CACNA1H MGST2 FGF9 TMBIM4 WNT3A MOSMO MBNL2 HECW2 UBAC2 MID2 AGO4 ZFHX4 CLEC5A YIPF4 RYR2 SLC31A1 R3HDM1 RPGRIP1L PDE3B AAK1 SBF2 WDFY3 FAT1 KPNB1 PHF8 HECTD4 GINS2 NXPE4 GTF3A RUVBL1 DR1 APCDD1 PAPSS2 COL12A1 CHST14 ICA1L ATRN TMPO DMXL1 CCR2 TRAPPC8 KCNJ10 USP29 ATP2B1 MIR4797_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4797_3P KPNA1 LIMCH1 TGIF1 CNOT2 DLGAP1 MYLIP TAC1 FCAR SYT15 TULP4 LGALS8 GALK2 GLIPR2 ARPC5 CPEB3 PSMD2 TTC17 SLITRK6 PGAP1 UBD DIO2 MFAP3 PPP1R12A DEFB118 ITGAV NSD3 FBXL14 ZNF432 ACVR1C CALU SPACA9 TAF2 PBX3 ABCD3 ERC1 CYRIB PHAX WNT10B RIF1 LRRC2 DNAJC27 UGCG GTF2H5 IRAK1BP1 ZCWPW2 EFCAB1 SNTG1 CD151 BACH1 SGPP1 ZDHHC11 CDYL2 CBX5 RAB11FIP1 FAM204A SYNM MIPOL1 SLC4A5 CACNA2D3 RAB3C LYST TINAG LHFPL3 MYOZ3 SOX11 ZMYM4 MSI1 NOLC1 MATN3 SREK1IP1 CPEB4 PTPRG PXN CNTNAP5 ZSCAN25 PAK2 MRPL22 BOD1L1 MCPH1 EML4 CALCR CBLB SNRPB2 MAPRE1 WFDC11 GABRB2 NAA25 ALG6 TRAK2 LPAR4 ATP11AUN ZFYVE28 SCLT1 SCAI MDC1 HOXA5 FBXO42 TEDDM1 NEDD4 ARL15 MIR6892_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6892_5P SLC12A8 ZNF302 GABBR1 PRKAA2 ZIC4 CCDC59 AFAP1L1 DPP10 DEFB129 CREB3L2 VPS45 MFAP3L RCC2 ELMO1 ARPC5 METTL4 TRA2A CTNND1 ABCG2 CORO2B ZNF500 TGFB2 U2SURP ST6GALNAC3 FUT9 CYLD FAM161A MAP3K2 ANXA2R ZNF181 ERC2 DPY19L2 ARID4B CEBPD ZNF559-ZNF177 SGO1 CSRNP2 PIP4P1 DUSP11 SMARCA5 RGMA KATNAL1 NFIB SSR1 PROX1 ETV3 RNF213 MTMR11 F2RL2 GAGE1 KCNB1 NPAT HERC3 DDX59 COX19 ITGB1BP2 MED13L COPS2 ZFHX3 ZNF572 GPC6 BTN1A1 C1orf50 KLHL6 LRRC10B FBXO30 CITED2 GABRE FDXACB1 DNHD1 MOB4 ZNF24 CELSR3 ZNF592 RSBN1 CASC3 GDNF SRSF3 ANOS1 TTR DNAJC25 TNFRSF11B DTX3L SBSPON SRBD1 ANXA9 SMG1 HSPE1-MOB4 ARL15 LRP6 ANKS6 MIR1197 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1197 GABRG2 HAO1 STAG1 CREM MADD ASAH2B CBL BBS4 GGA3 DYNC1I1 TRIM38 THRB STAG3 REPS2 AUTS2 MAT2A CA10 ITGB1BP1 CD300LF PRELP CLSTN1 TENM1 HADHB PAXBP1 FHL1 PIANP ATAD2 RAB11FIP4 CADPS SLCO6A1 SCG2 CEP170 TPTE2 NDST3 SLC4A4 ADD3 GCLM DNAJC27 NMNAT2 EIF5 PSMA1 MEIS2 FEZ2 CTDSPL2 GNAL PDYN MAP3K1 RPAP1 NEO1 CHST11 GMIP MLLT3 MAP3K9 MED13L KDM7A ZNF501 STMN4 HS2ST1 EPHA7 MCM6 USP49 USP35 PTPN5 SESN3 RB1 RAB7B RFLNA EMC7 CCDC28A-AS1 DENND6A ARGLU1 KIF18B ZNF85 SPOCK2 SLC35D3 OPCML GFM2 COL2A1 KRAS AK2 TRAK2 UBE2J1 DGKD SOCS5 RBFOX2 SMIM13 LONRF2 QPCT ATP11C LRP4 PURA MIR449B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR449B_3P TMCC1 KPNA1 DDC SFTPA2 PCDHA2 ARNTL2 CBL PPP3CB TMEM178B KCNJ15 LRP8 ZNF518A TSNAX VANGL1 ZSWIM5 NPFFR2 FGF13 RPL22 UBA6 SRSF11 SLC39A10 CDC37L1 U2SURP FAM71F2 PTPN9 PCDHA13 MTF2 FRAT1 GRIK2 CDH8 PHACTR4 NR2C2 ZNF385B LTBP3 SAYSD1 GPR161 P4HA2 NTPCR XPO4 WDR6 METTL14 UPRT CSRNP3 GLCCI1 ZNF711 PCDHA12 NFAT5 YWHAZ PIGU RB1CC1 PHF20L1 RWDD1 CLDN10 ATP8A2 NKX2-2 SLITRK3 PCDHAC2 ZMYND11 SLC43A2 SMAD4 UCP3 GNA13 PCDHA11 SORT1 RAB1A CAMK2A MSL1 BLOC1S5 CLDN1 IPO8 GABARAP NPPC ZDHHC9 PCDHA7 LPL PCDHAC1 PCDHA10 FOXD2 ATP6AP1 KIAA1109 SLC5A12 TAGLN2 TMEM65 EPHA7 CAP2 MMGT1 ZBTB25 PCDHA6 TM9SF2 PCDHA1 STXBP6 KIF1B IP6K1 DYNC1LI2 PLXNA1 RSBN1 PCDHA5 KDM4B COLEC12 KMT5B NCAM2 PPP2R5C NSG2 SLC17A5 MSI2 POGZ DLX3 CREBRF PCDHA4 TSPYL1 GNAZ SCAI SRBD1 PCDHA3 GPR137C PRKACB GAP43 SEPTIN11 DEPP1 STON2 WASL ZMYM2 ZNF17 MIR6505_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6505_3P SRPK2 PTER KCMF1 P2RX2 PAK4 AGR3 OTOF LYPD1 DGKH PDLIM5 ATF2 RTN3 MAT2A ITGB1BP1 NFAT5 RHOA TOR1AIP1 EDNRB DCUN1D2 CALD1 FRG2 PRKD3 TGFB2 MYO1B RAP1A S1PR3 SLC1A3 C3orf14 MFSD9 ITPR1 DNALI1 HACE1 CBFA2T2 ISL1 POU2AF1 HSPD1 SRP68 LRP11 PAGE4 GAGE12D RBM27 CEMIP KRBOX4 VRK2 C4orf33 NUAK1 NSL1 CXCL11 PDGFRL ST8SIA3 GHITM MYOCD ARG2 IL2RA RNF169 CHD6 NIT1 ZNF25 RFXAP ODF1 ONECUT2 ENOSF1 CCDC3 MAIP1 LRRC40 FRG2C TLCD2 ZFP1 PRKX DMRT1 ITM2A ARHGEF33 NT5DC1 TNKS SLC44A5 BCL9L E2F3 SKIL CD58 KRAS BAALC ARL5B ALG6 SORBS1 SGTB UBE2J1 CEP350 YTHDF1 MTHFD1 TMEM245 PPFIA1 HTR5A WAPL IL22RA2 TRIB2 ALDOC STXBP1 MIR4469 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4469 FAM114A2 GPRC5B CACNA1E SPATA13 TRIQK LMO2 NCAM1 GRAMD1B IL1R1 VPS33B GPR176 ZNRF2 SINHCAF C14orf132 ERMN NR6A1 CDK18 VDAC3 RBL2 JARID2 SUPT3H UCK1 FAM131A HTR7 RABEP1 SLC25A16 SRSF6 HOXB7 GRSF1 PPP1R21 MAP7D3 KDM4C GSK3B PRCP BST2 MYOCD BARX2 SEC14L5 LSAMP DHX33 UPF1 PSIP1 CAPN15 SMG7 PTPRG NAALADL2 CLCN3 ATXN1L PPP3CA TAOK2 EDN1 CD300A TRIM67 HOPX FAM78B ZNF691 RASL10B MSI2 GOSR1 MIDEAS SDHC KCNA7 ADGRL1 STK32C PPFIA2 DTX4 TNFRSF13B PLCB3 MAP2K3 MAP1A NTM SYNPO2L RFX5 TAF1L MSX2 FRMD5 EMX2 KLHDC7A OXSR1 SASS6 STK35 PPP1R16B RNF165 RPA3 TMEM121B TMEM38B SPTLC3 DESI2 SOX11 TMEM39A SETD7 ZBTB20 WDR43 FOXK1 GTPBP10 FAM104A AGAP1 FAM199X TMEM132B TMOD2 KCNQ3 DDX55 FAM170A NOL9 PALM2AKAP2 FGF11 PICK1 VPS26B CACNG8 PPP1R1A MAP2K4 ASIC1 MIR7155_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7155_5P HLF YY1AP1 MNT SND1 WNK3 ADARB1 MAPK8 CNIH3 CHD9 RHOA RPS27L ARFIP1 USH1G GPI PADI2 STX1B ARL10 AMD1 ADGRG5 MIP GRIK5 NFKBID TNFRSF14 EMILIN3 SEZ6L TXNIP SLC48A1 C4orf33 DSE CELF6 SRM ANKRD22 PAX8 TSPAN11 ZMYND11 FEN1 BCO2 SLC25A14 OSBPL1A NUBPL HS3ST5 DRG2 FBXL18 TLN1 FCHSD1 HMMR DAGLA GFAP MUCL3 GIPC3 GPD1 PPP1CA ZC2HC1A PA2G4 SLC38A7 FAM216B GDI2 ZBED4 ADAM10 ICOSLG LITAF BCAM DENND11 KDM1B SIDT2 NCDN PRKAR2A SIRT2 ZMAT4 INSL3 SLC27A4 ZZEF1 CDC42EP1 CALN1 SPCS1 CNGB1 SLC34A2 MARCKSL1 FAM160B2 GLG1 DHRS13 PKLR TTYH3 CD160 LZTS3 TBC1D2B SPRED3 EPHA7 ARL8B AAK1 LYRM4 BRCA1 S1PR2 MEIS1 THBS3 LARP1 MIR202_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR202_5P NR2F2 TCF12 MIB1 GPATCH2L BCL2 CNOT2 C17orf75 ERBIN HOXB2 CA2 AMPD3 ENPP1 MARCHF6 RNF11 SLITRK4 FGFR2 OXNAD1 TARDBP LPAR1 NUDCD2 TGFBR2 TBC1D26 ECHDC1 TGFBR1 TDRD10 ZFP30 ZNRF2 FAM122C PAN3 MYO1B SINHCAF SORCS1 DNAJB14 PDZD8 SALL2 NDFIP2 ADD2 MRPS36 NTNG1 TRDN CYP2U1 ACSL1 ASAP1 TAF5L SPAG9 OR2C3 ACOX3 SOX6 FMR1 HSF2 MYRF MMP20 CDC123 RBM41 PHLDB2 CCDC39 PPM1L CUEDC1 OGT HES5 VANGL2 PCGF2 USF3 PALMD CEP135 NIPAL1 FBXO8 ESYT3 SCLY AHCYL1 ZNF12 RNF2 GID8 NAA15 GOLIM4 ATL2 ROCK1 KRAS NAGPA SLC38A4 ZFHX4 LBR RBM18 PLEKHA1 ALKBH8 EAF1 DNAH5 KMT2A AAK1 TTC13 CD28 GOLGA6D PIGN MLLT1 LRRC46 CCL16 ZNF578 BCL6B CDK14 TENT5A TSPAN12 RBFOX2 BICD2 MSRB3 CSAD SCAI SCLT1 RASSF9 CREB1 ATRN NFATC3 RFK CWF19L2 C5orf22 MIR198 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR198 RETREG1 VBP1 ENTPD6 HMGA1 SOGA1 TMOD2 ADARB1 CTBP2 HSD17B13 SEPHS2 EI24 SPATA6 ADAM28 TRIM60 POU3F3 FUT8 CBS RAB11A CNR1 LRP5L FGFRL1 S1PR3 SCG2 TASOR SLC6A2 ESF1 APH1A RPL41 COA6 METAP2 ZFP62 RYR3 OTX1 STAC2 OTX2 RAD51 FSD1L RFX2 ZFP36L2 SNCAIP SLITRK5 RBMS3 CDY1B CDY1 FAM71F1 STAT6 PRSS16 TNFSF4 PBX1 TXNDC9 DENND2D RPUSD3 TCF21 PGC RGS12 AMOTL2 KCNH4 PLXDC2 SAR1A TCEA1 CHD1 MFSD14B NEMP2 ATG12 KDM5C H3-3A PRY2 PIK3CA PRY ZFHX4 SLU7 NOX1 PUM2 RYR2 ADGRB3 RBM20 ZNF362 NRIP1 RPAP2 ABCF2 CLMN IL10RA DDR2 MSR1 PTEN SRGAP1 FGF11 MBNL2 CEP350 MAPK12 TNC CBSL RAPGEF4 MIR584_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR584_3P FAM120C POSTN DAG1 CAMTA1 CNOT2 RNF152 EEF1E1 H2BC18 KLF11 BCL2L11 PFAS HMG20A PURB RANBP1 MICU3 CBLL2 GABRA5 MOB1B TCAF1 EI24 MYORG DLST EIF1AD UBL3 CDK19 AMD1 USP46 ABT1 FAHD1 CDH8 ASIC2 PSMB1 GPR171 CCER1 DOCK9 XPO4 AGGF1 CCDC174 ELK3 LIN54 SRGAP2 SH3TC2 DNAJC14 PIP4P1 CPS1 YIPF6 EFEMP1 CDH18 PHF20L1 HOXB7 IL15 MYT1L KLK15 CCL4L2 PEX5 USP49 RNPC3 CREBBP DOK6 FUCA1 FUNDC2 DTD1 GTF2A1 RPA3 PRTG RAB3C STX5 ZC4H2 MON2 FBXO4 HNRNPU SPPL3 RLF HTR4 GRK5 VKORC1L1 UST PDE4B SSRP1 NUS1 KLHL2 DRAM1 NAMPT HVCN1 HOXA4 FOXO1 FGF13 LMTK3 TOP2B BHLHE40 ADAM9 PLK2 HOXD10 STKLD1 GTF3C3 GK5 NUP42 RABGAP1L INSM2 YES1 NLGN4Y CYLC1 CREBRF KIAA1549L CCN2 RICTOR SEL1L GLE1 ARID2 TFB1M OLFM4 MIR6851_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6851_5P ALG9 ADCY5 BRSK2 HOMER1 DDN ADAM19 OS9 PURB HECTD3 KAT7 ST3GAL1 CLYBL AMOT ZNF286A PDLIM3 C6orf89 SIRPB1 NFIC DDHD1 MLXIPL ZFX IGF2R ATP1B4 PDE4D GRM5 UPK1A TLE5 PMM2 ZNF385A ZNF737 VPS13C SSH3 NPPC COL11A2 CYB5R2 RSPO4 HOXA1 WDR33 PNKD BACH2 TSPAN33 ADI1 SLC8A1 NCCRP1 SLC39A13 KRT4 PDLIM7 PLEKHS1 CLN8 XPNPEP3 GTPBP1 NCOR2 MSI2 ZNF609 GDPD4 METTL21A MAMLD1 DIAPH1 SHOX TNS4 BCAM SAMD10 NRIP2 SHISA7 PDGFB SOGA1 PLAGL2 USP22 LRRC27 PATE3 ZNF513 NECTIN1 SLC27A4 FMNL3 FICD EP300 SDK2 FTMT CAPN6 SOX6 ZSWIM6 EHD4 SLAMF6 ERG28 ABHD13 LDLRAD2 ATP6V0E1 TOB1 CTDSP1 MDGA1 TFCP2L1 RIMS4 ZNF253 CFAP44 HEPACAM ZBTB39 PHF8 ZNF284 RAB44 EIF4A1 DOC2A POU4F1 INSYN2B ZNF286B PLXNC1 SH3RF2 SLC16A14 MIR6817_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6817_5P BCL6 C2orf72 ATF1 PCBD1 ZNF23 DMD GGACT WIPI2 DUSP12 ZNF423 CCDC141 SEMA6A MAPK8 ITLN1 CLIC4 TMEM254 LPIN1 HMG20A NIPBL MARCHF5 ERBIN SOGA3 SEC22C GABRA1 TMSB15B GRID2 SMIM14 ANO5 PGK1 CIPC TSC1 DGCR2 VAPA WAPL RAB6A ZNF608 CAPZA1 FAM131A ADGRL3 SUB1 ZNF135 GRM5 GUCY1A2 SIGLEC6 HDAC2 SASS6 PPARA KALRN MBD5 CPNE4 ZNF843 CGREF1 PRIM1 KHNYN PILRB MCTS1 RADIL ESYT3 GLRB SHOC2 B3GNT3 DTNA SYT9 HOOK3 CCDC6 TRAPPC6B RCN1 WDR3 FXR1 ATRX RBM15 TM9SF2 YY1 KIAA0408 RHBDF2 PAK2 NFKBIE HACE1 CNNM1 MAP3K13 EML4 TMEM106B FAM240A ZNF254 PTAR1 ADAM9 KCNIP3 PPM1H IP6K3 BPTF CDC26 PTEN BCL6B BNC2 AKTIP POU4F2 YTHDF1 COMMD8 ACVR2B CSTF3 RBMY1F DAB1 CSNK1G1 HSF2 NFAT5 C11orf21 NET1 SVOP PLAAT1 RASSF3 MIR6759_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6759_3P ADAM22 NPHP1 ATF1 WIPF2 RACGAP1 CCDC180 GOLT1B ATP11C GSDME SLITRK4 RAET1E ZNF346 CFI AGL SYNJ2BP-COX16 HSD11B1 KLF12 CRIP3 HHIP PDSS2 ARRB1 ZIC5 HEYL FGFR1 RSAD2 CHM PAN3 CCDC83 FAM83B CSF1 RADX TSHZ1 ZNF500 NDFIP2 UBXN2B ELOA DLG5 KIAA1586 RHBDD1 CDC42EP1 NOL7 NXPH1 FSD1 COL3A1 HTR7 GOLPH3 FAM71E1 BSPRY DNAJB5 PLA2G6 ZNF652 BCL11A POLR3E ZNF468 IQGAP1 AASDHPPT TFF3 ZNF879 PLOD1 CAB39L PODXL RNF169 BHLHE22 PPP1CA ARL14EP RNASE7 P3H2 EMB HNF1B AGTR2 GPATCH2L ARHGEF6 CLDN11 NEFM FBRS ALX1 CHD7 RLIM EIF3CL PABPC4 ZNF124 ACTR2 TCTEX1D1 EXTL2 EIF3C YBX1 IRS1 TBC1D23 KMT2A ADRA1B NOG BMPR2 DTX4 DENND1B COX16 FAM220A TMEM150A ADAMTS5 H2AZ1 BNC2 PTCHD1 SASH1 LYRM7 STOX2 MYO5B RET RCOR1 FOXN1 WDR92 MBTD1 MIR5187_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5187_3P ADAM22 UBN2 DMXL2 EYA4 LIMD1 HIPK3 DIPK2A RAB27A TRIM38 EIF1AD COX11 TCF7L1 SUCO ABI1 TGFBR1 ARID4A OGFRL1 UBASH3B PACSIN2 CCN4 MAGEB4 SDHC GSKIP ANKRD33B GIMAP6 ZWINT EAF2 ZNF19 MOBP MED19 TMTC1 UFM1 KIAA0232 ACBD3 SH3TC2 CP NFKBID ACP1 PTGES3 OR51E1 KSR1 DCUN1D5 ZDBF2 PICALM DDHD2 CNGB1 FAM110C NRG1 VSTM2A PCDH19 MSRB3 RNF141 FSIP1 DOK6 TRUB1 UBE2R2 KCNK2 PGM3 PDCD6IP XKR4 ARHGEF12 ZCCHC10 SLCO3A1 CHMP5 TXLNB CRELD2 MBNL2 GPATCH2L TMEM87A PPP3R1 STARD9 FBXO11 MAGEB2 ZSCAN21 HS3ST5 JCHAIN PSMC6 UBFD1 LIFR PTCD3 ZDHHC20 CBLN2 KLF3 ARHGEF33 ANKRD34B OAZ1 TMEM251 NDEL1 RNF20 UBR3 STRN DMXL1 GLIPR1 KCNE5 OSM SMIM13 DOLK CLOCK RIMS2 MIR1291 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1291 HMOX1 FAM160A2 PTPA MBNL3 F5 VSIG4 SHKBP1 SLC9A5 PLA2G4C LIMS2 MAPKAP1 VASH1 MYORG SHISAL1 FAM153A CD79A SCN1B NF2 FBXO41 PGAP3 CC2D1A CDT1 FOXS1 IQSEC3 NPTXR RASSF1 PIM1 FGFR3 KREMEN1 CDC42EP1 RALGDS LYNX1 CUX1 TIMM22 SNRPB ODF2 MUC22 PML FBXO10 ARL4C CEMIP2 GPM6A RBFOX1 TOR1AIP2 AQP1 TIAM1 USP45 OAZ2 CYB561A3 VWA5A ESYT1 PLPPR2 IQSEC2 SLC6A3 CYP2C18 MAN1C1 FOXP4 DNAJB5 RGS9BP RNF123 ST6GALNAC6 MFSD14B CES3 SH3PXD2A EDC3 IMPA2 ARID3B CRTC1 NUTM2G SRSF9 KIAA1549 PAK2 CCDC97 ACAP3 NFATC4 SH2D5 REEP2 NR3C1 USP37 ZHX1-C8orf76 NRIP1 PHYHIP NOS1AP IQCE MAGEA11 GLYCTK XKR7 PAFAH2 MGAT5 H2AX ERMP1 FAM153B TGM4 KCNQ5 KLHDC10 WNT11 IL1B ETV6 ELOVL5 FAM189A1 PGM5 UNC13B MECP2 PTPRU ZMIZ1 CABP7 FAAP100 EPHB2 KIAA0319L RASAL2 C11orf21 LMOD1 DYNC1I1 MIR486_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR486_5P AFF3 GPX8 RBPJ GABRB3 NR2F1 BIRC6 PLAGL2 NCKAP5 ZNF331 NLRP1 CD247 PIK3R1 CADM1 CNTNAP4 LILRB4 COPS7B UBASH3B MARK1 GCNT2 HAT1 STK26 NEUROD6 FAHD1 SNRPD1 ARHGAP44 NR2C2 WSCD1 ABHD17B MAP3K2 DARS1 ARID4B CNKSR2 BCL11B PIK3AP1 ARHGAP5 TRIM36 DYNLL1 GPR153 CELF2 SLC12A5 VTCN1 COL6A6 CEMIP C19orf73 MXI1 SMOC1 BCAS2 DENND2B BTAF1 ZNF257 LCE3E CTDSPL2 SLC10A7 RELT TRNT1 ADAMTSL1 CCDC85C CDH7 NUDCD1 CSPG5 PTEN COPG2 TOB1 LINGO4 TSC22D2 MRTFA ULK2 PYCR2 AREG FOXO1 TXLNG SRSF3 MYLK2 GAB2 TRIM10 ZNF268 PRRC2C MRPL47 MCMDC2 LMTK2 NUDT11 SERPINE1 CREBRF PTPN12 SP5 ATXN7L3 IGF1 DCC ERFE DOCK3 FOXP1 FGF7 OLFM4 CDK4 MIR1972 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1972 CDC25B PHETA1 DPP6 TMCC2 XPO7 FAM120C MTMR2 SLITRK4 SLC66A2 NDC1 TMEM25 TREM1 CYP27B1 HOGA1 RXRA PITPNM2 TCF7L1 SLC41A1 ZDHHC3 DOP1A CHTF8 ITGB1BP1 TRIM24 ZNF292 SMIM14 SGCD SLC39A7 NCBP2 ITPR3 GSKIP FMR1 COL13A1 SIRPB2 TADA3 CLDN9 GAS2 NTNG1 GBP7 PTMA TEF IGF2 ODF2 MAP3K19 CDK16 USP46 MRPL49 LASP1 RGL1 ING1 SCN3B COL18A1 KDF1 EMC2 BLCAP YTHDC1 NCAPG TACR1 IL18BP ZBTB20 FGF14 MAB21L3 ISY1-RAB43 DNAJA2 ONECUT2 SCNN1G NPNT LRRC17 IDS TMEM132B ID3 PDXP DENR MDGA2 AP3S2 MTHFR TBCA ACVR1 MYCBP2 ADGRL2 PTPRJ TOR1AIP2 DGKK KLF7 TMEM30B USP9X WIF1 CARNS1 KIAA1549L FJX1 LHFPL4 SLC6A6 CEP350 MICALL1 COQ10A MECP2 ARPIN-AP3S2 TMEM234 RAB38 BNIP3L CNTLN MIR1266_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1266_5P PRORP C10orf105 MINDY1 PRMT5 ANAPC11 PITPNM3 AMER1 PI4KB THRB APTX LHX6 MKRN1 SLC25A44 PROM2 PBX1 CAPZB TET3 SV2B NR2C2AP CLIP3 ARHGEF40 NKD1 LILRB4 IP6K2 ASTN1 BPIFB2 C6orf223 ZNF732 KRT1 PRX MATR3 TGFA KLHL12 RAB8A SLC13A3 SLC25A36 CS AFG1L NAA20 LRRC20 MYO18A KCNB1 OAS1 FAM168A PSIP1 DCLRE1C CCDC15 STARD13 MAPRE1 GIPC3 ARID1A SLC2A1 KCNK10 SLC35C1 DIAPH1 GALNT12 ELK1 TENT4A TSGA10 CSRNP1 TMEM101 CDCA8 EPB41L5 WAPL LZTS1 DDX42 ZKSCAN1 WIPF1 NCOR1 DPYSL3 WDR33 ADGRF2 TTPAL GPSM3 MITF SYNPO2 TMEM201 PAK1IP1 MARCKSL1 KIF18A PKLR LRRC10B E2F7 TRIP13 BTBD7 CFAP53 PHF13 BTN2A2 PRIMA1 FRMPD1 ZXDC NTMT1 ERGIC2 OLIG2 INSYN2B ASB7 MIR324_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR324_3P ZNF280D MIER3 PHC3 TSHZ2 AKAP1 DCUN1D4 DCTN5 ATXN2 BCL2L11 ANKRD40 HGC6.3 IKZF3 IGF1R CBLB TPD52L2 SYNCRIP ZFX PGAM1 SORBS1 PDZRN3 TMEM11 C15orf39 HGF PRR3 BLOC1S5 RIMS3 APBB2 ZNF547 TBXT ETS2 FAM122A FREM2 IL13 ZCWPW2 TBC1D16 MCMDC2 SYNPO2 RICTOR COL12A1 NOS1 TRIM44 RTL5 IFRD1 STXBP1 TANC2 LARP1B PPP1R17 ELK4 ST3GAL3 NUP62CL SMIM20 TTI2 PAPOLG RBM4B ARID4A PPP1R10 RBFOX1 KHDC4 CLK2 VANGL2 ALX4 WSB2 CCDC6 GPATCH2L CIRBP AASDH INO80D KRAS PHIP ZG16 ADGRL3 ARID2 ACVR2B IDH3B ARL6IP5 ESYT1 TCN1 LRP4 MIR320A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR320A_5P NUDT15 PRDM16 CREB5 CACNA1E MPDZ HOXA10 ANKRD13C TMEM178B TMEM267 ZNF287 CHRM2 PAX2 NMD3 ZC3H12B C6orf136 TNS1 CENPBD1 NR6A1 ABCC4 SV2B RIMKLB C1orf115 PRICKLE2 PTGER4 RORA RASSF5 EEF1A1 CNDP2 LMLN VAPB SLC16A4 GAREM1 NFASC SOX4 NMT1 UGGT2 KCNB1 GFRA1 MON2 MMP2 KDM3B MCM6 CENPA CLCN3 XG RIDA RAD54L2 FBXW11 RAB29 ATL3 GRAMD1B SMCR8 FGF13 POU2F1 SLC9A7 NAV1 STAT5B MAP3K9 ERICH5 PKNOX2 XKR7 TMPRSS15 INSR TTC7B XYLT1 SSTR3 TIA1 ERBB4 TAOK1 CCR5 CA8 LRATD2 HAO1 MANEAL FXYD3 CD300E NIPBL SNED1 TNFRSF19 SH3TC2 TRAF3 ZSWIM6 ARMC2 CLMP TBK1 RFX7 SMARCD1 DUSP18 PPBP TRIM9 AP000708.1 AGAP1 ZNF366 TNRC6B SORCS1 CRACDL RPL36A-HNRNPH2 AFTPH AAK1 PARM1 UBR3 NFATC2 FABP7 SRP19 NEUROG2 SDK1 RAPGEF4 HTR5A COG3 ANKRD37 LARP1 MIR6868_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6868_5P ASIC2 WRNIP1 IL2RB CAPRIN2 EGLN1 ANK3 CRYGS HOXB4 CRYGN JAM2 SIDT1 COBLL1 SPOCK3 RAD51D JAG1 PLPPR1 ABR ETV4 CSF1 C14orf132 MYLK RNF185 SMIM5 PON2 ASTN1 THUMPD3 AMD1 FAM126B IGF2BP1 ZNF707 RNH1 CDK13 IFFO1 CNOT7 DUOX2 DCAF10 AEBP2 PEAR1 CCDC149 WDTC1 CDCA7L JADE2 FOXN2 FBXO33 NEK4 NDRG3 C16orf72 PJA2 ATF7 MCTP1 UBE2G1 FOXJ3 MAP2 NAV3 PKHD1 KCNK2 E2F3 ACVR1 PPP1R9B SLC37A3 RAB27B TPD52 C1QTNF9B OSTF1 ATP2B1 TAX1BP3 HINFP MTMR4 RGS8 CSNK1E LIMA1 MAP1A C9orf152 SERPINF2 VASH1 ARC RDH11 SURF4 ITPR3 NPTXR ACSM5 ABHD5 ACBD3 SDK2 YBX2 ZBTB34 BBX EPHA4 IGF2BP2 SAMD12 MEX3C DENND2B TPTEP2-CSNK1E RARB GOLGA7 SLC12A2 SIRT1 CSGALNACT1 USP49 ABRAXAS2 SV2C SOCS7 HP1BP3 GATA3 YY1 LRRC28 UBAP1 RIOK3 ZNF835 NAA30 STAG2 PTBP3 KCNH7 FAM171A1 KLHL4 EML5 FIGN TMPRSS11E SENP3 MIR3618 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3618 ITGA4 PCSK5 DNMT3B TENT2 MEGF9 GOLT1B PDPN TTK RANBP9 HIPK3 SLITRK4 CDK1 PRKAR2A CYB5D1 CUL3 YIPF5 HPGD SPIN2B SLC13A1 VANGL1 DCAF13 SLC35F1 PTBP2 MDM1 ZNF84 LIN28B PSD3 ZFYVE16 NEO1 WTAP CCL28 MIER3 FAM234B UBE2QL1 DHX15 FUT9 KIAA1755 ANTXR2 GGNBP2 SPIN2A FRMD4A VGLL4 HAND2 DLG5 PWWP2A PGAM1 TRIM36 CCN3 RTN1 FRMD3 NCOA2 EGF PCDH19 CDYL2 PCGF5 SPOCK3 HPS5 PDZD4 LRRN1 ZDHHC17 PTPN11 LEPR CUL4A AK7 TMEM255A SUSD5 ARFGAP3 SIRT1 PTGFR CASP2 NFKBIZ PTGR2 THSD7B ST6GALNAC3 ATP6V1C1 RAPH1 MYZAP CNOT4 SMCR8 EAF1 CDK19 FST MAFF GLT6D1 KCNQ3 STARD4 SEMA4D MYO1D NSD2 SDE2 ATP4B WNK1 PSPC1 SPIN1 ZNF721 VEGFA LRRC4 NTN4 RHAG HMGA2 MIR3135B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3135B PALM2AKAP2 ANKRD11 TRIM7 FSHB EFTUD2 SLC10A3 PIK3R5 DSC3 METTL8 RAB7A CREB1 PPP1R12A VIPR2 PPM1A CFL2 MACROD2 SERF2 PRLR RAP2C RHOA TPD52L1 DNM1L PITPNC1 SUSD6 ORAI2 IVD FOSL1 INPP5J POU2F2 XRN1 MKI67 KDM3B PRR23B BTN2A1 FBXO11 GABBR2 FNBP1 RNF41 HK1 SLC10A1 RAB37 CYB561D1 RMND5A RASSF8 RORC GIPC3 TTC21B KATNB1 RBP1 PPP1R9B PTEN SPATA12 LIMD2 NUDC SENP1 KCTD2 NCK1 PDZD7 FAM53C OSER1 TMEM234 NOS1 TCEANC2 FAM78A MBTD1 PEX10 XPO7 RBBP5 STX1A LRRC27 PLXNA4 FNBP1L KCTD5 FMNL3 DNAJB12 PRR11 DSG1 ACTA1 TMEM38A OPTC NOCT WNT4 HDLBP CAPN6 CASTOR3 PFN2 PRPF4B NFATC1 PHLDB1 CBX7 LZTS3 ELL2 FAAP20 SPTBN2 CNGA2 PACS1 ZC3H7B EPHA4 ZHX2 SUGP2 MSANTD1 KLF9 SHB CAMK1D CSNK1G1 MIR5695 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5695 CREB5 AFF4 PADI3 OPALIN PHC3 COBLL1 RCC2 IL1R1 THSD4 SLC35A3 DSP BIN3 AAR2 MLLT10 C14orf132 RPP14 ISL1 ITGA8 FGFR2 PLEKHB2 ABLIM3 G3BP2 MYO18B SCML4 ABL2 TRIM39 CTDP1 RASGRP2 ODAPH APLN IGSF3 TIPIN CAMK4 CNOT6L CCDC186 UGT3A1 RMDN1 CENPA DLG2 RUNDC3B NOL6 ZNF99 SSPN UBE2Q2 MAPRE1 CYP4A22 CLN8 EIF2B1 ILDR2 SEZ6L RANBP6 CERT1 ILRUN EFCAB2 LYZL1 SLC12A8 NFAT5 LCE1B ZBTB44 FOXJ2 PLAGL2 ENTPD7 LYZL2 TMEM164 ST8SIA1 TNPO1 PLCL2 B3GALT2 TMEM52 EIF5 TYMSOS NIF3L1 ARRDC3 GALNT11 APOL6 TEP1 ATAD2B LRRC10B NTN1 KCNA4 PHLDA1 FAM102B MAGEA11 BSN FOXE3 CLMN MFSD6 MSTN CYP27C1 SLC39A6 PDGFRA BRD3 WNT2 NAA11 EPN2 MIR4769_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4769_3P BCL6 C2orf72 ATF1 PCBD1 ZNF23 DMD GGACT WIPI2 DUSP12 ZNF423 CCDC141 SEMA6A MAPK8 ITLN1 CLIC4 TMEM254 LPIN1 HMG20A NIPBL MARCHF5 ERBIN SOGA3 SEC22C GABRA1 TMSB15B GRID2 SMIM14 ANO5 PGK1 CIPC TSC1 DGCR2 VAPA WAPL RAB6A ZNF608 CAPZA1 FAM131A ADGRL3 SUB1 ZNF135 GRM5 GUCY1A2 SIGLEC6 HDAC2 SASS6 PPARA KALRN MBD5 CPNE4 ZNF843 CGREF1 PRIM1 KHNYN PILRB MCTS1 RADIL ESYT3 GLRB SHOC2 B3GNT3 DTNA SYT9 HOOK3 CCDC6 TRAPPC6B RCN1 WDR3 FXR1 ATRX RBM15 TM9SF2 YY1 KIAA0408 RHBDF2 PAK2 NFKBIE HACE1 CNNM1 MAP3K13 EML4 TMEM106B FAM240A ZNF254 PTAR1 ADAM9 KCNIP3 PPM1H IP6K3 BPTF CDC26 PTEN BCL6B BNC2 AKTIP POU4F2 YTHDF1 COMMD8 ACVR2B CSTF3 RBMY1F DAB1 CSNK1G1 HSF2 NFAT5 NET1 SVOP PLAAT1 RASSF3 MIR484 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR484 DAG1 SLC20A2 SERTAD1 RETREG1 TNRC6C CARHSP1 PTPRE MCTP1 TGFBR3 TNR EME1 CREB3L3 NFATC4 MEN1 ACVR1B NDOR1 REV1 BTG4 PTGER4 HOXA11 ADGRE2 CSRNP2 VKORC1 SORBS1 HLA-DOB TWNK CDK9 IL21R COLQ SUSD2 JADE2 SNN JPT1 CYB5B FGF1 MAP2 RAB30 EFR3B ABCB10 CPLX3 RHOBTB1 MYCBP2 QTRT2 PKNOX1 TRAT1 TGM2 DPYSL2 SPDYA WFS1 TSGA10 MFSD14A KIAA1549 ZMIZ1 IFNAR1 DCBLD2 TNFSF9 HIPK1 KCNJ14 TOPBP1 XPO4 MAGI1 BSDC1 NDST3 CSF1 AVL9 PNRC1 CCR9 SOX5 MED8 EFNA5 ZSWIM6 TBCD TOR3A LZTS3 PDGFA HIVEP2 MGAT5 HK2 ALPK3 EPX STRN IGBP1 HNRNPR HOXA5 PIKFYVE ANAPC7 SVOP MIR4772_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4772_3P MBOAT2 PAK3 OGT ATP9A FGF14 ASAP2 KLF12 SLC3A2 SH3BP4 HSPA4L MKRN1 DIO2 TTC19 FAM234B HAUS6 CPEB2 THAP11 RTN4 RAP2C ACSL1 AARD TTC9C AK6 SP110 AEBP2 BCAT1 PIGY FKBP1B CAMK4 CPEB1 STK31 ALDH7A1 TRAM2 GEMIN8 APLP2 CETN3 SIPA1L1 RC3H1 NEB IL13 WDFY3 GJC1 IL36B FRMD4A LDLRAD4 PLPPR4 RANBP6 XYLT1 IPO9 EPHA2 COL12A1 TAOK3 NFAT5 KCNJ2 ITGA2 HEATR1 NTM LMO7 SUDS3 POLH UGCG FAM210B TMEM161B ZFPM2 PCDH17 KDELR2 PPARGC1A YAE1 RBM48 SNRK CCNT2 C3orf35 RAE1 ADAL KHDRBS1 BLZF1 MED13 CDR2 CTBP2 RAB8B INO80D TMEM260 ADO FCRL4 GLCE TMEM245 SEC24A ZNF354C COL5A1 NEK9 ENDOD1 MIR3934_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3934_3P NSFL1C KCNS1 GPRC5B OTOGL CACNA1C FGF14 AMER1 ANKRD50 DDX17 RTN2 FBXO9 LNPK TET3 ANKRD36B GAS2 MTX3 DHX8 DAZAP1 TRRAP TMEM106A LUZP1 TMC1 TPCN1 SLC6A17 MPZL3 ZIM3 NFASC TNFSF10 NPIPB11 CNBP PPP1R8 CHIC1 SUSD2 B3GAT3 RIMS3 LRRC20 HSPA9 ZZZ3 C2CD3 CCT3 GPR155 F9 PROK1 CRTC1 NAALADL2 ZNF516 SMCR8 JADE1 FST CDC42SE2 GMFB CPED1 BOK LEF1 MED29 ADAMTSL3 FCGR2A SENP1 PCYOX1 OSER1 SSTR2 CSRNP1 HMGXB3 NPIPB4 COPS6 NCDN NKAIN1 SYDE1 C16orf92 NID2 TRIM63 FAM168B STYK1 NPIPB5 DOK4 BCL2L2 UNC5C SDK2 NPIPB3 PABPC1 GRIA3 FBXL20 TMEM196 ZC3H7A FAM102A CNTN2 SNX27 OGT NXF1 INHBC MOSMO E2F7 ANKIB1 NPIPB13 JOSD1 RSF1 CD36 CCDC9B SORT1 PRIMA1 CYP27C1 IMPG2 MUC5B MIR5100 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5100 GABRG2 SMARCA2 FAM114A2 MEGF9 RPAP3 ALG9 RAN HMGCLL1 ZKSCAN3 QKI MCTP1 MOSPD2 PLA2R1 PCMTD1 STS PIK3R1 HTR2C CTNNA3 PLA2G4D NQO1 KAT7 UBASH3B CSNK1G3 EYA3 XRN2 MATR3 ZNF280B TBL1XR1 CERK FAM114A1 FMC1-LUC7L2 BEND6 SHROOM3 C18orf21 FAM216B CXCL12 AXIN2 ZFAND6 CAAP1 SS18L1 ADAR METAP1D ATP8A1 PPT1 DEK SETD7 ITPK1 ARSJ DMRTA1 CHD4 LRRC58 PCSK1N TMF1 ZMYND11 ZBTB1 SNX12 LUC7L2 DNAJC21 ZBTB20 LAMC1 VEZT FBXO8 NALCN MINPP1 GRM8 SPO11 YWHAG MED23 ZNHIT6 CPSF6 CHML FRYL CATSPERE LIFR DYNC1LI1 CALCR VAC14 GPATCH2 AZIN1 TWSG1 TMEM251 LRBA NLGN4Y TNFRSF11B NXPE3 GPCPD1 LSM10 ACVR2B ADGRA3 EPPIN-WFDC6 MOXD1 FASTKD3 GNB4 C9orf57 MIR26B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR26B_3P CREB5 ZBTB44 ZNF148 GPX8 KLF4 UBE2D3 SERPINA1 H2AZ2 ALG13 MDM1 OGFRL1 SOGA3 ZNF37A STYK1 PARP14 ZMAT4 GABRA1 XPR1 FSD2 BICC1 TMEM54 LINC01517 HDAC7 BCL2L2 PSMF1 BEND4 SPTLC2 TENM4 SLIT2 TTC39B TRIM33 SLC4A4 PDE10A ZNF397 CTDSPL RCC1 SEL1L3 DEK PDCD6IP DCAF5 APPL1 ZSWIM6 TXN2 PPM1L GPALPP1 ZNFX1 BICRAL AASDHPPT USP8 PRTG ADH5 EIF5A2 TMEM38B TMEM237 ANTXR1 CEP135 NPAT MEF2A KDM7A ANKS1A EMB R3HCC1L SH2D2A DYNC2I1 RICTOR EDC3 KLHL6 ASB14 SLC18A2 CCDC73 MOSPD1 EIF5B ZEB1 ZNF445 ZBTB6 MYO6 FNDC3A NEUROD4 MAP3K13 DENND6A KLHL18 FLVCR1 ADAM9 SEPTIN8 SLC6A16 TRIM59 PHF20 RASAL2 ZNF521 TRDN GCC2 ADIPOR2 COA3 ZCCHC2 EYA1 ACVR2B NXPH2 IKZF1 IGFBP7 SPOPL CDK12 NFAT5 TAS2R13 CCNG2 MIR22_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR22_3P ESR1 GRM5 KIAA0040 MTMR2 NUSAP1 RFXANK CLIC4 RGS2 BCL9 KDM6B CHD9 RPS6KC1 ANKRD13A C6orf62 MAT2A NET1 PAIP2B ARRB1 CCDC47 DEUP1 INPP5B MTF1 MSL2 RUFY2 IL17RD TMSB15B FUT9 TNKS2 CYTH3 CARMIL1 KCNK10 CCN1 KCNAB1 CYRIB EP300 LRRC73 NLRP3 NPAS3 CAV3 CENPV UGCG EMILIN3 COA7 ASB6 PDIK1L H3-3B ELOVL6 RAB5B SLC6A17 MAPK14 ZCCHC14 POGK PDSS1 OGN NAA20 SYNE1 PROX1 TACR3 TRUB1 C5orf24 TP53INP1 MAX CLIP2 KHNYN PPP1R15B PRCP ERBB3 H3-5 FRAT2 PLCXD3 FBXW7 C17orf58 SPTY2D1 PRPF38A SNRK LAMC1 GIGYF2 MTHFD2 MED28 RASSF10 RBM15 SMAP1 ZFYVE9 SIRT1 TET2 TMEM199 IKZF4 NUS1 CD80 BRWD3 YARS1 SESN1 GABBR2 STYX SEPHS1 EMX2 GATM PDS5A BTG1 HOXA4 TNRC6B RSBN1 NRAS KLF6 HERPUD2 GSTM2 WWC2 DAGLA STAG2 ZDHHC16 PPM1K NYAP2 ZBTB39 EPC1 PHF8 PRRC2C MTHFR WDR82 LRP12 CIITA LRRC1 HIPK1 EPB41L2 C5orf67 CACUL1 UNK MECP2 CREB1 LIN7C STK39 RCOR1 MAP2K4 HOMER1 DDIT4 TRIB2 SLC16A14 KIRREL3 AKT3 MIR4632_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4632_5P PPM1M WASF2 TRIM46 TRIOBP KCNIP1 IKZF1 KBTBD2 COL5A3 TSPAN9 HNRNPR SLC37A1 LSM12 N4BP1 ETV4 CDIN1 KLHL14 PUM2 AK3 NFYA ZNF862 TMEM217 AGO1 SHOC1 HLA-DOB YTHDF3 RHBDL1 FHL1 FAM53A CDON SUSD6 PRMT6 SLC6A17 KIF21B DUSP13 GABRA4 ANKFY1 ST3GAL5 PAX5 TRIM4 AIF1L WDTC1 KIAA0513 PRR32 KCNB1 MAP3K11 FNDC3B TRIM26 REG3G ANKRA2 STEAP2 CECR2 NAV1 TCEA2 MAFG CERS3 RNF19B SLC10A7 DGKK XYLT1 USP7 DCX TENT4A MORN5 SSR1 NRIP2 NOS1 RIMS2 FAM78A VPS39 KCND1 CLIC5 PARP6 SCML1 ADAMTS4 PIANP RAB1B COL16A1 SMARCD1 RTKN RGMB NQO1 TMEM201 STK35 TRIM35 BAZ2A ERG28 LDLRAP1 CBX7 NOTCH2 STAB2 ARHGEF6 SOX10 GOSR2 ATP2B4 SATB1 CIC NEUROD4 SH3GL2 CHAF1A ACVR2B AMOT SRGAP2 TLL2 C17orf67 MIR628_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR628_5P BCL6 FAM168B MEF2C IKZF1 BIRC6 NBEA ZSCAN31 RORA ATXN3 TSNAX CRYGN ANKRD50 ATG4A SALL1 CHAMP1 VASH2 LOXL3 EPHA3 PSD3 GPR15 NAT2 ZMAT4 DMC1 OTULINL BLM KDM5B AP4E1 KATNAL2 FUT9 SLAIN1 EFR3A BMS1 SCN3A DCX LMLN SLIT2 ARHGAP36 STK32B ADGRE2 TMEM184A CCDC144NL RABGEF1 PITX2 EMILIN3 FAM210B SMARCAD1 TRAF3 AHCYL2 HMGB3 DEK ATP2A2 ELAPOR2 CAMK4 TXNDC16 CISD1 PRTG STK40 RLF PSTPIP2 TMEM33 ZBTB21 TMEM185B PLD5 LAPTM4B CHPT1 BBS1 COL4A1 CAV1 PVRIG WDFY3 WDR64 ACVR1 COL19A1 G6PC ZC3H6 LSM14A SLC46A3 MRAP2 BNIP3L NPEPPS ANK3 NR1D2 MIR6837_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6837_3P ALDH8A1 CENPS-CORT DNAH14 RRM2B CNOT2 CAMTA2 FAM3B ASF1A CCDC141 RELCH LGI1 TBR1 ZNF117 CADM1 ETNK1 ZMIZ2 LRRC7 CPEB2 KIF1C SUDS3 N4BP1 TMEM164 CSNK1A1 ESM1 CD302 RAP1A CNR1 IL7R VRK2 CMA1 NDFIP2 LUC7L3 ABCD3 TRIP12 ZNF765 PSD3 ADAM12 BEX1 LY75-CD302 LRRC49 HPCAL4 TC2N PDE7A ARHGAP5 VGLL3 SUB1 ELAVL1 GAS7 ACSL1 TOPORS E2F5 RBM27 LRRFIP2 DCUN1D5 IRF6 EPHB1 GCA ZNF100 CDHR3 ZNF257 LHFPL2 ST6GALNAC1 ZNF107 RBM47 IGFBP5 ARHGEF38 RNFT1 VAMP4 KMT2D ZNF404 ZNF680 COL25A1 CLTC MYOCD TNFAIP3 EIF3J ZNF493 UQCC1 POT1 HNRNPK THAP6 CASP4 POP4 CASP14 HLTF JCAD TMEM181 WNK4 ZNF99 BTG1 RFT1 CALCR TAB2 CRACD TMEM70 MAPK6 EDAR MEOX2 GDI2 CREBRF NAPG GRHL1 CORT ATRN ZNF208 ANKRD37 PURA MIR4726_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4726_5P MEST CAPRIN2 FCRLA ZDHHC3 ADRA1A SEMA5B CD209 GYS1 TCP11X2 EPN2 FYCO1 TP53I11 ITPRIP KCNMA1 IQSEC3 NFYA HCFC2 PTPRU HPCAL4 AGO1 IMPDH1 SUSD6 ORAI2 CLDN4 DUSP13 PPP4C MAPK4 GOLGA6L6 ELMO2 TSPAN11 RBM14 CHD8 SNX17 POR ZNF540 CNNM4 ZNF710 RIPOR2 BNIP2 TCTA TMEM184B RAB36 EPB41L1 UBFD1 SLC39A13 ZNF592 CDIP1 IDS SLC13A4 BCL11A MOB1B AK1 NRF1 NRG4 LONRF2 GPR137C NOS1 CDC42SE1 GRK2 TAPBP EBF4 MYO1E SOGA1 BACH2 TRPM1 NGFR HS6ST1 FBXO41 TAFA4 RAB1B MAGI1 SLC22A13 LOXL3 IDH3G TBX21 CTNNA2 DENND1A SNX27 RANGAP1 KHNYN ALX4 GOLGA4 ATF3 LYPD3 HP1BP3 LCOR RAB4B VAMP3 TFCP2L1 RFT1 AAK1 MYLK2 HEPACAM GAS8 SORD DBN1 TSPAN7 PPP4R2 MRAP2 AFDN MIR4786_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4786_5P NUDT4 RNF32 CFHR3 KERA CDO1 KISS1R RCAN2 CYP1A1 FZD3 HDAC9 PCSK2 ICE2 RCC2 RSPH4A SLC25A12 MFSD4B SEPHS2 MAST4 MSL2 ZNF326 GGT7 SSH2 TTPAL SETD7 GLYATL2 RNF139 CFHR4 APP TK2 DCX ELOA HACE1 LPAR5 OPRM1 OLFML2B TRIM33 PTCD2 UGCG SLC22A7 DNAJC21 DLEU7 GRSF1 CENPM CDNF MEX3C USP1 ZNF461 ABCG1 MPP6 MSL1 COG6 SS18 KCNH4 ALPK2 STK32A DCUN1D4 EIF3A FEM1C STK32C VPS50 RIMBP2 GPATCH2L NNAT NTRK2 SLC45A4 YWHAE BTD SMC2 KCNK9 ZC3H4 CHP2 TMEM184B GORASP2 FETUB PTPN3 USP37 KPNA6 BMPR2 TMX4 UNC13A CHST11 BTG2 MLX CFAP47 CEP89 MTFR1L URI1 IHO1 PLEKHA1 SACM1L ETS1 GRPEL2 AKT3 MIR7854_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7854_3P SLC25A16 DLGAP5 CCNYL1 STK32C SNX20 SLC38A2 PRKAA2 ENPP1 PLAGL2 DHRS4L2 RHOH CPA4 ANKRD13A SLC41A1 ZC3H11A NFAT5 ADAM28 CMTM4 LTBP2 DHRS4 FAM222B RAB14 ZSCAN22 HTR3A EVA1A FOXP3 GXYLT1 OVOL1 CFL2 NXT2 ATRNL1 ITGA8 ZNF225 THRAP3 HDAC3 SDK2 KLF13 ANKH STXBP5L GEMIN5 GPC1 DHRS4L1 NLRP8 ECHDC2 INVS IGDCC4 RBM7 KATNAL1 UHRF1BP1 MAPK14 CDHR3 HIRIP3 SFTA3 FADS1 COL4A6 STK40 ANTXR1 HSPA5 HMMR EXOC6 UNC5D PKHD1L1 ADGRF1 ZNF473 SAP30BP POT1 KSR2 RHNO1 PLD5 SEMA4F NAMPT UHMK1 ZNF618 KLHL31 TMEM198 ZNF460 TNRC6B SLMAP RIMS4 GARRE1 DNM3 ACTR1A AQP11 GATAD2A INO80D INSIG1 GTF2H1 COMMD10 FAM171A1 PDE4D ABCA10 ZNF223 PDS5B XCL1 BICD2 KIAA1671 EXT1 AMOT CAT TMEM253 DAB1 ASB7 MGAT2 ERFE ARX AKIRIN1 AKT3 MIR4642 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4642 SLC25A16 SELENOI UBN2 C12orf66 CLIC5 PCSK5 MACIR WASF2 CMTR1 STAR MRPS18C RUFY2 TMED2 RALGPS1 ATXN3 RPS6KA5 ETF1 TARBP1 CADM1 TBC1D8 PER2 CORO2B CCN4 NUDT13 SH3BP5 TTC39A ANKRD10 ARMC10 ZIC3 CBX2 SCAF8 RAP2B C16orf70 SLC25A42 AUH RAB2A PDE7A SPRY3 PHYHIPL UBE2K RBFOX1 PPP3CB REPS2 HES1 TIAM1 FNDC3B DUSP10 BCAT2 TSC1 KCNK2 PRTG AIFM2 PI4K2B ZCCHC4 COX7B MKX MAP3K9 GLRB CD164 SGMS1 ZBTB20 RBM15 KSR2 MYO1C ABRAXAS2 TTC28 SOBP CABLES2 APELA KLHL2 HAS2 NPNT FAM199X RBM18 PGRMC2 LIN28A POLG ALKBH8 PRKAR2B FRMPD4 ZNF697 PKNOX2 PBX2 SKIL LARS2 AAMDC RUVBL1 SESN3 SLC35G1 XPO1 FLT1 SLAIN2 TMEM132C DAAM1 RICTOR SMIM13 ADORA3 PPP3CA TSHR STOX2 SHISA7 LMOD1 MIR4733_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4733_5P CTNNB1 CCDC50 RACGAP1 MACIR STAM LPGAT1 ROBO1 ZYG11B COBLL1 ZNF135 RCE1 TP63 ZNF250 ARPC5 PPIF SMOX DLGAP1 RAB30 LIN28B ARMH3 ARMH4 TMEM254 PELO NKAPD1 CACNG6 SNRPD1 UNG UTRN PEA15 UBE2E3 SP1 MGAT5B RCSD1 CCN1 SLC6A2 GLCCI1 SEMA4A MUC7 DCAF6 EIF4ENIF1 SLC16A12 PIP4P1 NT5C1B-RDH14 RBM43 CRLS1 MED6 MAN1A2 RAB31 MAOB OXSR1 MEX3C PFN2 ZFYVE26 ARIH1 FAM170B RAPGEF2 POU2F1 SZRD1 JPH4 LSAMP NOLC1 ALYREF CNGA1 FBXW11 PGGT1B ABCC6 ONECUT2 CIBAR1 NOL10 SERPINB5 DACT1 ERI2 AK9 VNN1 ARL8B STARD13 ERBB4 RDH14 ADIPOR2 PTPN4 CALCR ARF3 MAGI3 DLG3 CHAC2 GABRB2 TRIL SLC4A1AP ITGB5 EBLN2 FUT11 MEIS1 TAFA2 EIF2AK4 MIR4745_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4745_5P SCN3B CD22 EZH1 DTNA ADGRE3 CDIN1 CACNA1G SRMS SNX22 SERPINB8 KDM6B PITPNM2 MR1 SC5D RAB18 FPR1 ZNF532 ITGB1BP1 CDH5 LSM12 SRD5A3 SLC12A6 APOBEC3H FAM47E-STBD1 CLCN6 KCNQ5 VAPA DNAAF3 FAM214B PHYHIP CREB3L1 KCNK3 MOB3B ELAVL2 SLC1A6 DAZAP2 KRT76 MLLT10 DHRS3 ARFGEF3 IRF6 PXYLP1 IRX6 LARP4B CISD1 ATG2A PPP1R15B DNAJC5G ZC4H2 PYGM SEC24C GLUL ZNF704 AP1G1 FGFR2 GMEB1 GEMIN2 EAF1 HYAL3 ADRB3 NATD1 AK2 CFAP47 GNG13 PSD2 CYP1B1 SLC16A2 ALPK3 NOVA1 ARF3 PTGDS GRIK1 KIAA0040 RUFY4 FAM185A NOXRED1 KAT6A NUDC LONRF2 CAMK1D CLCF1 SENP3 MMP25 MBD6 MIR514A_3P_MIR514B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR514A_3P_MIR514B_3P BTBD1 AFF4 TCF12 SPRY4 CABLES1 HIPK3 TAC1 NCOA7 CHD7 JAM2 PCNP TSPAN9 C7 PCCA GUF1 KCTD1 ECE1 ARHGEF9 USP27X PPP1R12A PEG3 EML6 HECTD2 SUCLG2 ANO5 ERC1 STARD7 NPAS3 DLK1 CUL2 DCLK3 RABEP1 MS4A3 RBM27 CAPSL SVIL NFIB STAM2 REPS2 CD200R1 C20orf203 DEFB132 ZNF282 PSMA2 ADGRL4 CARMIL1 VGLL3 FHAD1 FAM8A1 RBX1 PTEN GULP1 ZFHX3 HELZ BBIP1 SPO11 RAB3A ITCH LRAT KHDRBS1 ETNPPL TBCA PTPRG NRXN3 MVB12A JAK1 SPDYA AGO4 SESN3 PRKD1 TMEM50A RFT1 CENPC ATP8B1 SYT11 SCN3A PPIL4 TMEM68 ZNF350 TMX4 RNF19B ZNF474 PPP2R1A NEXMIF AVIL SLC35D3 FNTB ZNF257 PIK3C2B COL2A1 VCPIP1 BAALC CLGN SRGAP1 TPR LPAR4 GTF3C4 SNIP1 DCAF10 AFDN FAM117A ZNF675 EGFR SSH1 BCAP29 ZNF800 QSER1 MBTD1 MIR10526_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10526_3P REM2 SELENOI DLG3 WASF2 PSMA4 CADM2 MARCHF6 CBL RAB3IP ADAM19 ADA2 CSNK1E SPRY2 TNIK TARBP1 KLF12 OTULIN ARRB1 NR4A2 DPF2 GRAMD1B ACSM5 CMC2 SMAD9 SLC39A11 XPNPEP1 PPP2R5B NECTIN1 ACVR1C TNFAIP1 VAPA NAPEPLD SPTLC2 PROM2 SYNCRIP POGZ CACNA2D1 SHOX2 CSRNP2 RBM4B FIGN HACD3 EPPIN MAK16 SRSF6 ATG13 MEX3D OLFM3 L3MBTL1 PLEKHH2 FAXDC2 IL1RAP VSTM2A PPP5C SPATA6L KDM4A TPTEP2-CSNK1E ARRDC3 ABCG1 RPS6KA6 GALNT11 POU2F1 MAX CNMD GPR12 MYH9 FAM122B GOLGA1 ATAD2B ZFHX3 RNF2 UBXN7 GATAD2B MUCL1 NNAT CPNE2 ANKIB1 ATF6 NOVA2 PTK2 HIF1A DNAJB14 TSPAN8 EPHA4 GLYATL3 RRP15 OTUD6A TCFL5 AAK1 NAV1 MAFG ANOS1 WARS2 INO80D ZNF543 ARID1A FAM110B C2CD2L TOB2 MOB1B FAM171A1 MYCL PNMA8A CALML4 NUFIP2 PDIA3 POU3F4 KAT6A DOK5 RFFL CADM1 MAL2 SPINK8 MAP3K21 CDSN PIGK TCF7L2 GJA3 PLEKHA6 MIR3173_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3173_5P CASTOR2 AFF3 ALS2CL POP1 ELAPOR2 SH3BP5L GRIK3 DDN PRKAR2A PLEKHB2 RNF4 VASH1 LMX1A HTR2C C20orf85 HEYL PSD3 RAB43 BCL2L13 IST1 KCNQ1 MYO1B USP46 UBE2QL1 HSPB7 DHDDS RFTN1 YEATS2 KIAA0100 TP53INP2 FAM160B1 NSMF LPAR5 EPHA10 PRDM1 TMEM184A SH3TC2 TMEM47 LHX1 KIRREL3 TIMM22 ZDHHC3 FGF3 PAX3 ZNF239 ADD2 SLC12A5 KLK15 MXI1 C2orf49 SYNJ1 EDEM1 ATP8A2 LHFPL6 MSRB3 KDM4A TBCEL PBX1 SLC6A3 SNX12 RGP1 IGFBPL1 SMNDC1 EPHB2 LMO4 GPR132 COX6C SH3PXD2A FAM53C CASZ1 ZNF710 ARID3B TRMT112 TEF SLC38A4 PTCHD4 ADAMTS14 KCNK9 TRIM9 TMEM131 PHLPP1 RAP1GAP ADCY1 KATNIP RBM20 TRAPPC3L CHGA ZBTB39 BSN DSE PIP4P1 ETV5 CEP89 MMP28 TXNRD1 TMEM114 NUFIP2 PRR12 PTPN12 ELOVL5 NUP58 LIMD2 UNK KAZN DOCK3 MIR192_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR192_3P NR1H4 ABL2 CDC27 TCEA1 RNF11 USP44 TMOD2 ZNF254 FAS ATP6V1G2 CCDC14 TMED7 CD46 NFAT5 CHMP4C FRS2 IL17RD ST8SIA1 MAP7 TRERF1 BDNF MAP3K2 MYLK ZNF608 BEND4 AMFR FRY EBF2 METAP2 C6orf120 IGF2BP1 EDN3 SLC35F3 TAGAP GOLPH3 TMEM187 TTYH2 TMED2 DLEU7 IGF2 CC2D2A RNF6 USO1 PHYKPL POLR2C COLEC10 WIPF3 GABRA4 RPS6KA6 KDELR2 RAB1A ZEB2 DPF3 ESYT3 TAPT1 CASD1 SRSF1 TSHZ3 GRAP2 ARL5A CLCN3 HS6ST3 C16orf87 NFKBIZ LRAT PLEKHO2 SV2C PKN2 BRWD3 KLHL1 ZNF561 UBE2G1 TMEM117 RHEX SESN3 BTBD6 CAMK2N1 FLG2 TOB1 ZNF318 UBE2Q2 BMPR2 FOXF1 SPIRE1 NSD3 CCNE2 DTD2 FZD4 RNF212 GABRB2 ZC3H6 KANSL1 UBR2 TEAD1 DAB1 ALOX15 FUT11 STK39 ZC3H12C PRRG1 TMTC2 MIR382_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR382_3P DLEU7 FCGR3B ZNF148 OPA1 CAMTA1 HOXA13 UCP3 C2CD6 INPP4B NAA35 HIPK3 DZIP1 SCML1 RAP1GDS1 KLHL29 NET1 CROT GPR176 ARL14 SEPSECS R3HDM1 CYP2C8 SMN1 ZFP82 SNTN PDE12 LYZ FCGR3A PRRX1 ALG2 SAE1 SMN2 CSRNP3 MRPS36 AHCYL1 MRPL11 METAP1 NFAT5 TMEM47 ATP1B4 IFT74 UTP14C SLC25A46 JAKMIP2 IDE MEX3C BTRC TMCC3 POTEM NDUFC2 MFN1 HOXC5 HELQ POTEF DDX46 DUOX2 ALG10B ARMC10 FAR1 SORCS3 PRSS23 DENND5B WDR43 G2E3 MCOLN2 LILRB3 PNKD WDR7 CREM FUBP1 ERLIN2 RAD51B ROPN1B ANKRA2 PARD6B WDSUB1 SNX13 TLCD4 TRIM55 LCT AP1AR NSUN6 AZIN1 TMEM68 CPED1 PDIA5 MID1IP1 ATG7 PAFAH2 NFYB UBR3 GABARAPL2 NOVA1 FAM220A CDC5L TRIM8 GABRR2 MOSPD1 NOTUM CAPRIN1 ZFC3H1 MIR2278 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2278 ADAM22 ZNF281 DIXDC1 CRIM1 UBE2D3 DDX3X PITPNM3 GCNT1 ADCY9 MCM10 GEM NCOA1 ADRA1A FAM71C IKZF2 TYW3 PAPPA LUC7L3 SYNCRIP GAPVD1 PLOD2 RHOA INVS USP25 CAMK2G HRH1 SYNRG GAREM1 CAMKV KDM2A EIF5A2 RIMS3 PHACTR2 LSAMP FAM168A RBFA C3orf14 NFRKB HARS2 IDO2 MAML1 PPM1E NRAS MYOZ3 SGCB KCTD8 GOT2 MAP3K9 ZNF362 SLC30A4 UBE2W BOK PPP2R5C JPH1 MLLT1 TGFB3 PCDH7 ZC4H2 EVI5 CELF4 KCNH2 SPAG16 DIAPH1 MAPK8IP3 PAPSS2 SELENOK SPIN1 OCSTAMP SERPINB2 FKBP5 UBTD2 SSBP2 OXNAD1 TMEM68 RPAIN UTY MAPK1 MAPK1IP1L CTNNA3 RAB5C CCL28 SH3BP5 NF1 APOOL RBM34 ALDOB XPO6 ZRANB1 ACTR2 NRM NIPSNAP3B ZFP91 BSN IL17RD PPM1H NHLH2 KCTD15 SIPA1L2 PPTC7 SORBS2 GNAS KRT6C TYRP1 MIR3675_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3675_3P AGFG1 SEC61G SGO1 SLC50A1 TAC1 DNAJB4 TRAPPC9 SCN8A CDRT4 EPB41L1 BCL2L11 PRNP LGR5 LIMA1 MCTP1 ALCAM ENAH SAMD9 SAMD4A ACSL6 ERO1B ENC1 C1orf109 RNF146 SLC1A3 ATP7A FAM20A CPOX ADM CASZ1 TVP23C-CDRT4 ZNF225 MSH4 FZD3 ZSCAN12 IQCJ-SCHIP1 NDNF RBFOX1 USO1 TENM3 EIF2AK3 NPR3 H2AZ2 BCAT1 ADGRG4 NONO CASK ADRB2 PSTPIP2 SLC4A8 OTUD6B GNG10 ACYP1 DCLK1 GAB1 CAMTA1 RTKN2 CISD2 SMIM3 ADAMTS2 ENSA FAM199X RB1 PDP2 ORC2 MMP12 HDDC2 ANXA1 LHFPL1 SMAD1 FZD7 PCLO PHF8 GOLPH3L CNTN1 LURAP1 FLT1 KIAA0825 DKK2 MAFK TRIL LYRM7 DNAJC25-GNG10 SCN7A MPLKIP ZC3H12C PIKFYVE FAM151B MTFMT USP12 MIR129_1_3P_MIR129_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR129_1_3P_MIR129_2_3P SCN3B ZCRB1 ZBTB44 ABITRAM SEC14L1 GOLT1B RCAN2 ARAP2 EGLN1 HOMER2 TANC2 BIRC6 BZW1 TLCD5 BAG3 FAM124A VTI1A KRT26 ERBIN PHTF2 N4BP1 RIC3 FAM120AOS TMEM100 MEMO1 BDKRB2 WDFY4 PREP PRPF39 MARF1 NUP98 NR3C1 TET3 POTEC GABRA1 NFATC2IP DGKI CCP110 USP13 CSRP1 E2F5 KLHL13 CALN1 MINAR1 NMNAT2 USP25 IL17A FRMD3 EGLN3 H3-3B CALCOCO2 LHFPL6 RBMS3 TIAM1 NPTN LHFPL2 DLGAP4 HECTD1 SACS CLASP1 SPRED1 MAP3K1 FMNL2 DYRK3 KIAA1217 MKI67 COQ3 CCDC186 CNOT9 MPZL1 PRKCE SYT4 EIF3J GNRHR KCNB1 HMGCS1 SBK1 TRIB1 RAP2A ZNF704 PPP6C CCNJ RUNX2 FRYL ZNF516 GPD1L L3HYPDH GPRIN2 PARP1 CEMIP2 COLGALT2 YTHDC2 SESTD1 SEC63 FAM155A PTAR1 AZIN1 CAMKK2 ROBO1 TMEM64 CPEB1 OSBPL10 ELOVL2 ILDR2 DOLPP1 RHOBTB1 GRIK4 YES1 FAM220A BAALC STT3B PKIA ZNF609 DLK1 PHF21A RTN3 USP32 C14orf28 UNK DCAF10 CHST14 GPR137C KPNA4 SHISA7 RHOU DLG2 SHISA6 NFAT5 SCARF1 RASAL2 ACAT2 ABLIM1 MIR1255B_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1255B_2_3P RBM12B PTGR1 MTUS2 PLS1 GPX8 NAA35 MRPS18C RUFY2 TMEM68 KLHL13 MAPK8 CLEC4M WASF3 CCNA2 SHTN1 METTL4 PTBP3 SIMC1 HSPA4L ZMYM1 PTPRK GPC3 ZCCHC12 MAP4K3 TAFA1 WDR44 CFLAR TFAP2C MRE11 RNF38 PARPBP CDH11 TRIM36 GLRX2 USH2A RAB5A MANEA CUL5 CXADR ING1 DKC1 GYS2 HES1 PCGF5 MTSS1 TXNDC5 SLC25A35 RBP3 NEK7 EIF5AL1 TRNT1 REPS1 RND3 PHEX MEF2A NOTCH2 AGTR2 THOC7 GPATCH2L ROCK1 RICTOR GTPBP10 CISD2 TMEM165 KRAS LRRC3B EPN3 ANAPC1 YIPF4 ZNF678 TP53RK PPM1E EAF1 DOT1L NLK BMPR2 PHF20 PTCHD4 OXR1 ALG6 ZNRF3 SMARCE1 SMIM15 TAOK1 ACVR2B TEAD1 IGF1 STON2 PLXNC1 MIR425_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR425_5P CBX6 CADM4 PTPRN2 PPP4R3A PDCD10 TRMT13 TDRD5 KLHL13 MBD1 DICER1 SMCHD1 TMEM116 BHLHB9 SAMD4A DYNC2H1 BCOR GPATCH2L MINDY2 SMAD5 GABRA1 ZFP82 RIT1 EDIL3 ARMC8 PRDM8 VRK2 GINS1 WAPL CDC14A KCNT2 BEX4 SYNCRIP AP3M1 CFL2 MARK1 SH3RF1 ZNF124 DNAJC27 EOGT SCAMP1 VIT DEK BCAS2 CYYR1 FAM204A ZBTB21 FBXO45 RAB3C FAM13B MPZL1 SPTLC3 EPPK1 GPC6 ATP5MC3 RNF217 TMEM263 KIAA2026 KCNK9 ADCY1 NRAS MAP3K5 IL11 FOXJ3 CD36 USP54 TMEM135 RGS13 DIP2C HGF MAP2K6 PUS7L SLC6A1 CDC5L ANKRD1 NUFIP2 CYBB ELOVL5 VPS26B AJAP1 SENP6 CENPT SMG1 SHISA7 ZMAT3 CAB39 FASTKD3 PPP2R2A SIDT2 MIR512_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR512_3P CXXC5 HLF TTC23 CAPRIN2 IL6ST THRB PTBP2 PIK3R5 GIPC2 PHACTR4 BICC1 TNKS2 ZNF213 SPOP GXYLT1 GAS2 CPM GON4L RNF38 PCYT1B PFKP USP46 CEP43 MYT1L LRRC8B C1orf21 SLC16A6 TM2D3 FOXK2 NOD1 ABHD18 ATXN1 NR2E1 ERBB3 TRAK1 PXYLP1 ZFHX3 ZNF12 SLC6A11 AGTR2 DDI1 PDIK1L HPRT1 SMAD9 CUX1 PPP3CA PLPP4 CYSTM1 TRHDE USP3 ARL5B ADAMTSL3 TP63 FAT4 ZFYVE16 ZC3H12C JMJD1C QSER1 ARHGEF10 CAMTA1 PPP4R3B PRKAR2A AHRR MAST4 DYRK2 TTPAL SELENOT SNRNP200 CADM2 ZNF711 CYP2U1 ZDHHC3 MLLT6 ADAM18 ATXN7 TANC1 PFN2 PPARA MAPK10 RABEP1 TP53INP1 ABL2 RND3 FEM1C CCDC6 MARCHF8 ADCY1 FGL2 ZNF24 ESRP2 CDK19 ZFR NFIB KLB EPC1 PTPN4 SLAIN2 AKTIP ZNF827 PTCHD1 KAT6A CUBN EFCAB5 DOCK3 ARL17A SFMBT1 MIR4468 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4468 ADAM22 GABBR1 PTPRR ADH1C CRIM1 RBPJ PITPNM3 CLSTN2 AKIRIN1 SGCZ ADCY9 ALCAM JAK2 WNT9B KAT7 ARHGEF37 PGAP1 REG4 PPP4R3A WDFY1 BDKRB2 IGF1R DHX36 FAM71C MRPS30 ZNF571 PLOD2 TMEM230 DPPA5 TNRC6B DCLK1 BMF ATXN1 KDM2A SERTAD2 EFS RIMS3 KIF21A FKBP1B KRT39 HLA-DPB1 BACH2 CRYBA1 TSPAN5 ALDH6A1 ADPRM JRKL SDCCAG8 QPRT RASSF2 KANK4 USP10 SYT14 RC3H1 DTWD1 CYB561D1 TPM3 PPM1L CDC42SE2 LRP8 TEX261 MS4A15 JMJD6 DIPK1A PELI1 ADH1A FBXL20 EPHA2 OSER1 CAMSAP1 GAP43 ZNF730 SERPINB2 LDLRAD3 CLOCK FKBP5 SEMA6A SLC35A5 KRTAP9-2 STX11 UTY TTPAL GNAI3 PDE12 TNFAIP1 HIPK2 BSDC1 KRTAP9-8 TPRG1 CCDC144NL TEF LPCAT2 MAPK8IP3 MTUS1 PAX3 RGS7BP PHKG2 ACADL ATAD2B ATG14 PPP3R1 ZNF720 PLXNA2 VSX2 LATS2 CDK19 KIF11 BSN BEND2 CEACAM4 ZC4H2 PPTC7 CADM1 BBOX1 SF3B1 NARS1 DNAJC3 PTPRT GPR174 MIR6856_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6856_5P LILRA1 ZKSCAN8 LGR6 TWIST2 MLEC C1QTNF1 GCH1 RANBP1 BTBD9 SFMBT2 LSM12 XYLB TOM1L2 SPINT1 FER1L6 ATP1A3 LZTFL1 ATP1B2 SMIM43 SAMD4B EFHC2 SMUG1 MAP7D1 SCUBE3 ZNF671 RORA USP13 PCYT1B NMNAT2 SPRY3 TNRC6B ATRAID NMBR PEG10 STAC MLX HOXC5 POU2F2 PEX19 C12orf56 NT5E MPIG6B MTA3 PHF21A USB1 RIMS3 C2orf73 GNG5 NDRG3 TNFSF15 RBFA SMAP2 CRTC1 SPA17 TMA7 ACTR1A FNDC5 ELFN1 GP6 SUMO3 ZC4H2 GNAQ ARF3 CACNG3 KRTAP4-4 EPHA6 ISL2 TENT4B GAP43 SCN7A LRATD2 ARHGAP31 STYX SOGA1 MAP1B CASR C9orf152 RNF170 DVL3 BASP1 DOCK5 NAT2 DRICH1 TXNDC8 TSPAN6 CBFA2T3 TMEM121B HNRNPU HDGFL3 IL10 DUSP8 C11orf91 ZNF24 PATE4 NR3C1 GFPT2 AAK1 KCNH7 NSD1 LHFPL4 POU4F2 KLF9 SDK1 KLRC3 SF3B1 PTGFRN MIR6826_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6826_3P GABBR1 CTNNA2 PSD3 POLDIP3 IPO7 PAIP1 QRICH1 PHETA1 SPTB ATAD2 TET3 PIM1 NELL1 PIEZO2 LDB3 HEPHL1 MYT1 ZNF197 TLE4 EVI2A CXXC4 UBE2K SMG5 CLCN2 TAF4B MARCHF9 GTF2A1 CNBP KDM2A ELMO2 HMGB1 EHF TSTD2 TMEM33 HOXA1 SEMA3G ZNF704 VAV2 KHDRBS1 B4GALT2 UEVLD PDCD4 SMURF2 MAPK14 MED18 POGZ HEY1 TBC1D16 GNG2 DCP2 ATF6B GCFC2 CA6 GABRB2 SPTBN4 ZDHHC22 PCDH19 HMGXB3 WAPL HSPE1-MOB4 PPP4R3A TWIST1 MAN2A2 HOXA9 SNX1 PASD1 HS3ST1 PDE7A CALN1 MLLT6 SETD5 PSMA1 HEG1 POTEM BLCAP CHN1 HNRNPU TNFAIP8L2 ATG14 TMEM65 MAST3 NRXN3 WAC ARFGAP2 IL20RB PPM1N NSD1 PARM1 UBAP2L MOB4 FAN1 ACTR1B NUFIP2 SOX9 NCMAP EMP1 ACVR2B KIF5C OTUD7B SLC24A1 MIR4647_MIR4662B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4647_MIR4662B SOX6 SLC9B2 FAM168B GABBR1 PDCD10 RANBP9 COL1A2 SLC22A2 MTMR4 TMOD2 SSBP2 KNCN GALK2 REV1 CCSER2 CACNB4 MYORG N4BP2L2 TSLP RAB14 CD24 PCID2 STAU2 DHFR ITGAD ZFP64 PIGW KIF2A ZMYM3 EFHC2 RNF170 RNF38 C2CD5 PHF14 SCYL2 PRR27 DISC1 OPA3 ARID1B GRIA4 USP47 HDAC2 SELENOV GAREM1 ABCC10 UBXN8 VPS4A GSK3B EIF4E ZDHHC15 GPR180 NONO ZNF655 ANGEL2 ATF7 DEFB132 CNOT9 MMP8 IHH FAR1 FBXO33 PTPRT SLC16A1 SH3BP2 RPS23 TOB1 PLCB1 FBXW8 DNAJA2 RASA1 LCORL RIPOR2 KCNG3 PLCH1 ARL8B ACOX1 ENPEP WDFY3 PBX2 GTF2A1 TRPC5 MTCL1 KAT6A UBR2 KBTBD8 RELL1 LRFN5 DCBLD2 MIR4425 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4425 KCND1 RRM2B PALM2AKAP2 SLC36A3 GABRB3 PDZD2 URI1 PEAK1 TMEM39B SERPINF2 CDV3 SLC25A12 IL13RA1 TRPS1 TMEM14B DCTN5 SNX19 ATAT1 KCTD18 STAU1 SH3D19 SECISBP2L TPO PEG3 RNASE9 ARHGAP44 PUM2 UBE2Z SCG2 NFASC CTPS2 BSDC1 PRDM1 MYO5A MUC7 PHAX FOXA2 EPPIN CENPV STXBP5L POLR3B RB1CC1 CXXC4 CXADR FAM172A MEX3C ATP8A2 PRR3 CHST9 VWA5A CHMP1B HIVEP3 VPS13A ERVV-1 KCNH4 RAB3B MREG CHD1 UST WDR33 CNP PPM1D PCDH7 CYP4X1 NOL6 IPO13 TP53RK FNDC3A PLEKHS1 DENND6A STC1 RASAL2 DTX4 NSD1 CCDC92 MARVELD3 CKAP2L DR1 ADAMTS5 CFAP44 SRP19 SH2D1B NAPG CCNT1 MYEF2 HAPLN1 FOXA1 ATP2B1 MIR1226_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1226_3P CD55 TMEM222 TFEC GSDME RCAN2 HIPK1 COPG1 CRTAP RPS6KB1 RMDN3 HOXD3 FAM168B ATF2 MAT2A VASH1 DVL3 TTC9B SPON1 SHISAL1 ANXA11 ANKRD40 TIMM9 ST8SIA1 FAHD1 ABCA12 GPR65 CAST THAP11 PRRX1 KCNMA1 SEMA5A ZMYM2 HCN1 ZNF500 DLG2 ERICH4 TVP23A XRCC2 CD180 WDR5 IGF2R STX17 INSR CHD3 GAS7 EIF2A PPFIBP1 DCLK3 ZNF83 AKR1C2 ELAVL3 ZNF436 NUP153 GRIK5 AAMP FAM102A APPL1 ATP2A2 LRTM2 ZBTB40 CREBBP ABCG1 FURIN ERVFRD-1 OGT SZRD1 PI15 PLCXD3 FBXW7 NAT8L TMEM255A HGD UACA APIP NAA50 MORC2 LETM2 ADNP CNNM4 PPP6R1 FBXO11 YBX3 ZNF224 RIMKLB AIG1 MTREX NFIA SEPTIN3 VAMP3 CCDC71L RRP1B ADRB1 AKR1C1 AR VPS53 FGF2 CHST11 ZNF512B HRK ADGRL3 PTPMT1 ZNF189 COL12A1 FAM53C ITSN1 ZDHHC5 FAAP100 AKR1C4 PPP6R2 TPRX1 MIR218_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR218_1_3P PWWP3B AHNAK2 SLC38A2 PFKFB3 CRIM1 ZNF507 TRAM1 UBE2E2 GALP BID ATF3 ALG13 C7 KCNMA1 SPATA6 PRH2 SLC24A2 MINDY2 GSTO2 STIM1 CD8B CDH8 ITM2C HK1 SPRYD7 KCTD6 KBTBD3 TP53INP2 ZKSCAN1 LMAN2L HOXA11 MFAP3L KHK IRS2 SRC ANKH UEVLD METTL9 HSPB8 ZNF544 FOXP1 SIGLEC6 SLC12A5 CDK13 TNRC18 TSGA10 FNIP1 MRTFB APOL6 POU2F1 NLGN1 LDLRAP1 RAB3C TBK1 DOCK7 SAXO1 LCP1 DTNA HIBADH SEC14L5 CNOT6L NOTCH2 SLC12A2 ZNF704 NRBF2 MID1IP1 LIMK1 PARP16 ODF2L DYNC1LI2 NCOR2 MYH11 CXXC5 JADE1 CLINT1 SMARCC1 RAC1 HOMEZ MANBA GRAMD2A BTG2 ARAP3 CLN5 RPAIN BICD2 PANK3 MYO10 INHBB LSM14B ATP8B2 MIR4423_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4423_3P CD84 MTUS2 AQP3 SLC38A2 SGMS2 GAB1 CADM2 ITPR2 TCF3 WNK3 SIX1 EPB41L5 VAT1L AMER1 TRIB3 SEC24D DAG1 PTGES3L JADE3 NR4A2 OSBP2 KAT2B GRAMD1B TDGF1 ANKRD40 HADHB STK26 FRS2 AMOT SLAIN1 PAQR3 DNAAF5 SLK HCN1 PLAG1 SP1 PPP1R2 SLC35D1 SEC11A PREPL TMEM47 RYR3 LANCL1 HTR7 DIP2A IFI16 GJA1 ANKRD29 TPPP3 ANKHD1 KIF1B FSD1L CCNK ZNF449 KLF5 PYGO2 PIK3C2A GIT2 AHCTF1 PDSS1 CYYR1 PMPCB WIPF3 UXS1 ANKFY1 GNA13 SLIT1 FMNL2 HSD17B10 RAB3C POLR3G ABCC9 C2orf88 AFF3 BLOC1S5 SLC44A2 TRIM23 ANKRD34C GAN CNOT6L GPC6 FNDC3B ONECUT2 TMEM263 CDH9 GOLGA6C ANKRD50 NIPSNAP2 PATL2 SNX13 PHF13 PPM1E NR3C1 GRIN2A EAF1 CCDC71L CDK19 GAB2 ARL8B ZNF518A SCN3A CTNND2 NPY1R MESD TRIM66 KCTD20 GK5 RTKN2 KCTD9 KIF5B SPTBN1 ADRA2A ADAMTS5 ADAM10 SLAIN2 ELOVL5 LIFR STON2 RGS4 FUT8 LRRTM2 ATRN KPNA4 SOCS5 NPAT TIMM8A SHISA6 CPSF4 CCDC141 MTMR10 MIR6763_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6763_5P SNCB BRME1 GRIK3 WNK3 NOVA1 TRAM1 FKBP10 COL5A3 IRGQ ADCY9 ETNK1 CSNK1A1L HECTD3 CPA5 STIM1 RAB7A CAVIN1 IRAG2 SEZ6L2 COP1 AGGF1 HMGCS1 APOA5 SYNGAP1 BARHL1 VCAN SELENOP CSNK1A1 CTIF PRKAR1B EEA1 SMARCC2 FGFR1 SLC9A3R1 C1orf21 CDCA5 PRX POU2F2 THY1 NBL1 CIB2 NACC1 RBM14 RIMS3 SVIL PRKACA GATAD2B NAALADL2 NOVA2 ZNF618 RD3 HAPLN4 CCDC97 IFI6 PPP4C PLEKHS1 TTC9 TLN1 SCN4A NEUROD2 SLC25A37 GPD1 SPOCK2 VAT1 FREM1 NSG2 PA2G4 CD1E DLK1 KIAA0825 C20orf202 LIMD2 PDZD7 ELK1 BCAM TAF15 CHD3 NCDN PPP4R3B SNX33 ZYG11B EGLN2 RBM38 FBXO41 ZNF280B NECTIN1 CPSF7 ISLR PLAC8L1 SEMA5A ENO2 ELAVL3 METTL7B CDR2L TMTC3 IGFBP5 CHAD FA2H OPN5 SPINDOC ATP2B4 STMND1 MYPOP PCDHB4 AQP2 IFNLR1 SPATA31D3 SLC16A2 OAF SCRT2 MIR3166 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3166 DIP2B C12orf66 LYN TMEM265 CADM2 SND1 AFAP1L1 SSBP2 PCDH20 XRN1 CSMD2 MCTP1 COBLL1 EGR2 RPL22 VASH1 CD5L CPEB3 GREM2 ZNF570 PIK3R5 ARHGEF37 PPP1R12A SHTN1 KRT74 TBL1XR1 SLC6A15 CYLD WDR47 FSTL1 PPP2CA C17orf77 ERC2 PUDP RAPGEF6 SAP30L ARHGDIA CAMK2B TTC3 TTC4 SFT2D1 YWHAZ EGR3 KLHL23 TRAM1L1 KIF3A UGGT1 SAMD12 CACNA1B PXYLP1 BCL11A DAB2 CDK5R2 OGT CCNL1 USP24 SLC22A23 ALCAM RAB3C PRKCH U2AF1L5 UFSP2 CARMIL1 USP15 EEF2K ERN1 TSPYL4 MPEG1 GOLGA7 TPBGL BEND3 SH3PXD2A MDGA2 PDE4B WDR7 KHDRBS1 PREX2 ABRAXAS2 ONECUT2 SLC35E1 FNDC1 KDM5B PIK3CA C7orf25 ATXN1L JMJD7-PLA2G4B PPP2R5C NAA30 LYSMD2 RP1L1 SLC6A11 SEC23IP CLASP2 COL13A1 DLG3 SOX17 TMEM167B PITPNB NAT14 NUFIP2 CREBRF EYA1 SLC25A5 TAOK1 GRK3 SMPD3 CKMT2 CCDC125 TTC31 MECP2 AMMECR1 SPOCK1 ARID3A PPP2R2B U2AF1 ARL15 CEP85 FSTL5 MIR4774_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4774_5P BCL2L13 PRRC1 PCDH11X A1CF MAP4K4 ASF1A TRPM7 NRP2 UPF2 PIF1 KCNIP2 SWAP70 TRIM6 JAKMIP3 VPS13A P2RY14 BACH2 EIF3M B3GALT4 SLC27A3 SLC25A23 AKAP11 ITGB3BP CD302 PPP2R5E DSTYK PLAG1 PARG SHC1 SLC9A6 METAP2 LY75-CD302 ZNF677 GCLM SLC35F3 ZNF124 PHF2 DYNLL1 CDH2 EMX2 KRBOX1 LAPTM4A SERPINB13 SNAP25 N4BP2L1 DEK COL11A1 TBP CHRNA5 TNFSF4 WNK1 POU2F1 ETFRF1 RAB1A ATP8B4 PLEKHG1 AFDN TMEM217 C3orf70 CTNND2 SLC45A2 RNF38 FPR3 FNDC3B UBE2D1 RPF1 HNRNPK TIMELESS ILF2 TMEM117 ERCC6L2 BCLAF3 ZNF215 GNG12 AVPR1A PRRC2C MAPK6 ESCO1 ADAMTS3 SYT1 FAM220A NHLRC2 OAF CCDC120 SPAG16 RRAGC ADGRL3 S100A10 RASA2 DRD2 CLOCK SYAP1 ZNF776 ARHGAP21 MIR4518 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4518 PRORP C10orf105 MINDY1 PRMT5 ANAPC11 AMER1 PI4KB THRB APTX LHX6 MKRN1 SLC25A44 PROM2 PBX1 CAPZB TET3 SV2B NR2C2AP CLIP3 ARHGEF40 NKD1 LILRB4 IP6K2 ASTN1 BPIFB2 C6orf223 ZNF732 PRX MATR3 TGFA KLHL12 SLC13A3 SLC25A36 CS AFG1L NAA20 LRRC20 MYO18A KCNB1 OAS1 FAM168A PSIP1 DCLRE1C CCDC15 STARD13 MAPRE1 GIPC3 ARID1A SLC2A1 KCNK10 SLC35C1 DIAPH1 GALNT12 TENT4A TSGA10 CSRNP1 GPX3 TMEM101 CDCA8 EPB41L5 WAPL LZTS1 DDX42 ZKSCAN1 WIPF1 NCOR1 DPYSL3 WDR33 ADGRF2 TTPAL GPSM3 MITF SYNPO2 TMEM201 PAK1IP1 KIF18A PKLR LRRC10B E2F7 TRIP13 BTBD7 CFAP53 PHF13 BTN2A2 PRIMA1 FRMPD1 ZXDC NTMT1 ERGIC2 OLIG2 INSYN2B ASB7 MIR383_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR383_3P ZNF148 NTRK2 HTR6 HUS1 ARHGDIA SAV1 ZNF101 IRGQ PPP2R2D LCE1E GPRASP1 GUF1 SEPSECS AKAP11 SMAD9 DIO2 ZNF195 TAFA1 NPL FAM122B CCNY NELL1 ZNF587 USP13 SS18L1 DBT SPRY3 SCN3B NFATC3 FBXO45 ATXN1 NR2E1 ZNF98 SRSF2 LCLAT1 CRYAB TMEM33 ARL14EP PACS2 ORAI2 ID2 ADI1 ALDH6A1 PHACTR1 STMN2 ASIC4 SNX12 FOXJ3 CPNE8 ADAMTS6 SLC30A4 OTC CCDC62 LDLRAD4 NADK2 EPB41L4B LRRC1 ADRA2A CHEK1 NEGR1 DGKD VHL GOLM2 LIN7A DKK2 TENT4B TAF1A MGAT2 XKR6 STXBP1 KPNA1 MTUS2 GPHN HIPK1 TARDBP FAM117B SRD5A2 ZDHHC14 NDUFA10 CPEB3 CCND2 JARID2 PAIP2 MYCN EID2 CCNE1 BCL7A ZBTB34 ARRDC3 UBE2R2 NLGN1 PLEKHH1 UBE2H CCNT2 PKIB PPP3R1 CPE COL7A1 CRISPLD2 PAX3 ZNF131 SIAH1 R3HDM1 DENND6A PRND TWSG1 PYGO1 FBXO3 HIVEP2 PLEKHA5 ZNF284 LOX PLEKHG6 SOS2 SNX4 CPS1 STK4 WNK1 DPF3 NR4A3 DMRT3 LRRC47 KIF5C PECAM1 GIT2 ARHGAP35 RYBP PLXNC1 COG3 SLC4A4 MIR12118 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12118 MAX PRR13 CELF4 ZBTB7A SLC9A5 SLC24A4 PTGER3 CORO2B MYO6 CEP170 PIM1 ZKSCAN1 C2CD5 LGI2 ABLIM3 KAZN CDYL2 EPM2AIP1 SMG5 RAB8A SLC25A35 PRTG PICALM ZDHHC9 FAM83A SEMA3F RIMS3 SORCS1 CLUL1 APOBEC3H CD55 RGPD5 CLCN3 FAM160A1 PYCR2 APH1A NOVA2 NWD2 HYAL4 PLEKHS1 TRIM67 GMFB HNRNPH1 PPP6C MYO1D FCHSD2 G6PC ARID1A MCU RBIS STK40 SHISA6 LCE2C TAOK1 MECP2 SPOCK1 PCDH19 MIB1 SOGA1 PRH2 ZPBP2 SNX16 ATP6V1A RNF5 ZNF333 RELN ARMC7 COBL YIPF6 TMEM35B TOPORS AUNIP FBP1 OXSR1 CHD4 PPP1R16B RGPD6 GSPT1 SON SLC24A3 EN2 CNOT6L RUNDC3B VAMP1 RTKN2 JCAD YWHAE FRYL EPHA7 MEF2D KMT2A NRM VAX1 ZNF444 RGPD8 NUFIP2 USP32 UBE2Q1 OSM LRRC70 KAT6A MAL2 DNA2 MIR6880_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6880_5P MPV17L PXK TTC23 SGMS2 UBE2V1 SOGA1 ARMCX3 CRNKL1 KNCN ACTN1 ELK4 SLC35F1 OR2H1 CCNE1 NTM HEYL ADAMTS9 SLC25A35 PLXNA4 TRAF3 FKBP1A FAM71F2 TBX19 XPR1 ESRP1 MTF2 KLHL21 LHPP GINS1 TYK2 NDST3 PTK6 HOXA9 GPIHBP1 GFRA3 SCUBE3 COG6 SPINK5 SDK2 IFIT1 PDGFB RNF8 TPCN1 RAC3 NCOA2 PACSIN1 GPR158 YPEL5 EFNA5 HDAC2 MCCC1 PATZ1 HPCAL1 GRIN2D NFASC LYPD5 TBATA DENND2C VDR ELOVL4 CES3 JMJD8 CYP3A7 ZNF704 TAP2 SH2B3 ZNF175 POU2F3 CCDC175 IFIT2 CCNJL MXD3 SEPTIN3 PEDS1-UBE2V1 RTN4RL1 PDLIM7 AIM2 LMO1 GABRR1 TMEM151A PHF8 SNTA1 USP3 RASGRF2 SPATA12 RABL3 NCMAP KHDRBS3 GRHL1 NARS1 SHISA7 C1orf116 PURA MIR7843_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7843_3P NWD1 MRPS5 SGK2 ENPP1 TMEM178B NEPRO WT1 ROBO1 PSMC2 RCC1 MIA3 RIMS1 RRAGA DCUN1D1 TNIP1 INA SYNPO2L BACE1 ADRA1A MFAP3 CNOT7 DIPK1A TEX35 RDX DCTN3 TASOR MOBP RALA KLHL13 CTTNBP2NL PTGES3 PRKRA SNX31 RGS7BP EXD2 ZNF676 HDAC2 APPL1 SLC23A2 GFRA2 PRPF4B SLC47A2 ZFYVE28 TTN SATB2 MYO16 IGSF3 SNCA CTNND2 HDGFL3 LRRN3 COL8A1 CD164 GNRHR FIBIN RHEB GAS2L3 FBXW11 STXBP5 CCDC6 QSOX2 ONECUT2 SV2C AP1G1 SLC9A2 ADGRF5 BAZ2B DYNC1LI2 KDM5A OMG GATM GOPC SESTD1 CCDC28A-AS1 TMEM258 BHLHE40 KRTAP19-6 TNKS TBX6 PIGN GREM1 VWC2L PA2G4 USP9X ACYP2 H2AZ1 BET1 PIK3R1 MIR5587_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5587_5P SMARCA2 IDH1 CSRNP1 DPH5 PPP6R3 HIPK3 DGCR8 HIVEP1 TGDS AGL SCOC BBX ZDHHC15 CSNK1G3 TTPAL ZBED6CL SMAD5 CRIPT RAB14 TAFA1 DIPK1A RNF146 TNFSF10 NR6A1 ANK2 COL1A1 AP2M1 PDE7A SP1 MARS2 PRDM1 ACER3 TBL1X RBM4B P2RY2 NKAPL TMED10 UGCG MAN1A2 C11orf58 CELF2 FGFR1 TRAF3 PHTF2 PCDH17 ELOVL1 GLP1R CXCL12 FAF2 G3BP2 SPRED1 CDK8 GABRG3 LDLRAP1 COL25A1 ARG2 SLC19A3 DYNLT3 MYH1 RETNLB NSMF NPAT ZDHHC7 TRIM23 CD2AP ZHX1 EFNB3 UBXN7 ROCK2 PIK3CB RAB21 NUS1 SLC15A5 CD93 ATRX GLS LRRC40 KMO ABCC1 YIPF4 DYNC1LI2 FDXACB1 HS3ST5 PRKD1 TCF12 RSF1 RC3H2 CACNA1B PCDHB13 MAP3K5 RALGAPB PFKFB2 DNAH5 PTBP2 SMAD1 CPNE3 SGSM1 MYO1F NIPAL4 NSF ATG3 MTMR8 BEND2 ZNF326 ADAMTS5 RAB27B CAND1 CCN2 CACUL1 LZTS2 PHF6 AKIRIN1 MIR6806_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6806_3P GUCY1B1 CREB5 SSX2IP CD99 PHTF2 SLC8A3 CNOT2 CACNA1E MTMR2 GZF1 PTPRO MLEC MAGEA10 HMG20A CRYZ HNRNPR MDH2 RNF103-CHMP3 PRDM6 BMI1 SPTLC1 SHISAL1 TRMT10B PRKD3 MED14 NRP1 AMOT ELP3 TXNDC8 RAB6A GPM6B HCFC2 NANOS1 BEND4 PDE1C ADRA1A CDH11 RBM19 SULT1C3 HS3ST2 CHMP3 DNM1L RGS7BP COX15 CA13 FBXL20 KRTAP9-3 ELOVL6 CERS6 RNF144A GABRA4 ZDHHC17 WDR20 IGF2BP3 MAP7D2 PAX5 COMMD3-BMI1 NEK7 PPARGC1A MKI67 C3orf70 DDI2 MTRNR2L9 ESR2 ZNF282 SPRR2F ATAD1 EBF3 SPOCK2 MBNL2 CYP21A2 CPM RNF114 TEF CPSF6 SATB1 VSIG10 FAM214A POLG TCTEX1D1 UBFD1 WDFY2 DUOXA1 GC SULT1C2 KRTAP9-9 CAMKK2 PIGN EPAS1 CLMN PPP1R3A RERE BLVRB CCDC173 SIT1 PHIP OXR1 TESMIN SRGAP1 KCNC2 GRM6 CUL3 CLRN1 NCMAP WBP2 G6PC2 HMGXB3 MZF1 C4orf17 MIR6515_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6515_5P TUBB FAM177B CDC27 GSG1L GZF1 UBE2D3 NIBAN3 NDUFC2-KCTD14 CYP2F1 TNFSF8 SLC41A1 WAS POU3F3 ST3GAL1 AKT1 WNT2B TP53INP2 NFIC RABGEF1 GAS7 SGSM1 SMARCC2 NBPF4 RHOBTB2 ZIC4 GDF11 PROCA1 NOD1 CD200R1 S100A16 KCTD14 GABRA3 HIP1 ANKRD63 PAQR4 ATRX CUX1 RBM18 LPO FILIP1L FXN VSTM2B GFAP CCDC105 STC1 PKNOX2 BCL9L IL12RB2 CNTFR COA8 SLC38A1 CARM1 CALCR SYT1 CNNM3 FOXC1 USP9X ADIPOQ SYP TAPBP SOGA1 RELCH RBBP5 RORA UBE4B DYRK2 PARD3B FMNL3 NDUFA4 RAB12 AK4 CNTN2 WIPF3 ZBTB20 SERPINA6 GPATCH2L SUPT4H1 LINC02693 ACAN XPO5 RAB11FIP5 TIMP2 MUC13 PIK3C2B TNFAIP8L3 RNASEH2C STON2 HSPA6 CAMK1D PRRG3 SCAI ZNF750 MIR599 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR599 TCF12 BST1 KIAA0040 CHCHD10 GPD2 BIRC6 ZNF134 PGR JAM2 STAT1 ANHX CARTPT EDIL3 KLHL29 LRRC4C PDE1C ZFP30 TGFB2 QSOX1 SORCS1 NRXN1 TBL1XR1 PLCB4 IL1RL1 TSHZ1 CYP26B1 DLG2 RFX1 TAF2 RAG2 ADAM12 CARD16 HPCAL4 ANKRD13B CEACAM21 NFIA PDE4D MAPK10 SLC30A10 CNOT9 LRRFIP2 FAM111B TNRC6B MPC2 ZSWIM6 NSL1 LMCD1 PMP2 SNX29 C5orf24 CDK8 SLC10A7 ERBB3 XG C2orf88 TSC22D1 NLGN3 CEP135 NRDE2 PDE3A CERS2 LSAMP CNTNAP2 MAF SLC2A12 LRRC8C PGGT1B ROCK1 PLEKHM3 IGF1 CHD7 MYOZ2 PRKD1 BPNT2 TFAP2A COX15 SART1 MTHFD2L MAB21L2 ILDR2 DNAJC24 ATMIN CFAP44 SOX9 ACVR2B UVRAG MIR488_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR488_5P RETREG1 CHN2 ADNP CREM TCEA1 RCAN2 EGLN1 NOVA1 EFCAB11 NBEA FAR2 CCDC34 ZYG11B ARHGEF28 KCNH1 RAB10 ARL6IP1 ADAM28 NCOA1 ITM2B CDK13 SYCP1 LRRC15 FAM177A1 CLEC4A RNF212 EBF1 SDR16C5 TASOR MOBP CTCFL PTGS1 SCYL2 SH3GLB2 TOPORS DIXDC1 CLIP4 ATP1A1 FSD1L BRINP2 XAF1 CREBBP H2AZ2 ACTR3 ELF4 CHMP1B ZC3H14 CADM3 FANCI CAPN2 CHMP7 GLRB SNRK LAGE3 ENAM C7orf25 NETO1 FLRT2 AGPAT1 SIAH1 COL12A1 PKHD1 CCDC102B CHFR ANKDD1A SKIL PXDC1 ETV5 PDE12 KLHL4 ARHGEF12 CAND1 LIMD2 PSPC1 MRAS MTFMT MEIOC ARFGEF2 TYRP1 MIR3173_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3173_3P MAX PRR13 CELF4 ZBTB7A SLC9A5 SLC24A4 PTGER3 CORO2B MYO6 CEP170 PIM1 ZKSCAN1 C2CD5 LGI2 ABLIM3 KAZN SARM1 CDYL2 EPM2AIP1 SMG5 RAB8A SLC25A35 PRTG PICALM ZDHHC9 FAM83A SEMA3F RIMS3 SORCS1 CLUL1 APOBEC3H CD55 RGPD5 CLCN3 FAM160A1 PYCR2 APH1A NOVA2 NWD2 HYAL4 PLEKHS1 GMFB HNRNPH1 PPP6C MYO1D FCHSD2 G6PC ARID1A MCU RBIS STK40 SHISA6 LCE2C TAOK1 MECP2 SPOCK1 PCDH19 MIB1 SOGA1 PRH2 ZPBP2 SNX16 ATP6V1A RNF5 ZNF333 RELN ARMC7 COBL YIPF6 TMEM35B TOPORS AUNIP FBP1 OXSR1 RETREG3 CHD4 PPP1R16B RGPD6 GSPT1 SON EN2 CNOT6L RUNDC3B VAMP1 RTKN2 JCAD FRYL EPHA7 MEF2D TOB1 KMT2A NRM TBC1D10A ZNF444 RGPD8 CD38 NUFIP2 USP32 UBE2Q1 OSM LRRC70 KAT6A MAL2 DNA2 MIR5094 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5094 PTPRE FERMT2 ELOA2 NT5C3A DIPK2A CRISP1 TMEM218 KPNA3 ARL4A MIER3 AGL GLB1 DSG2 IMPA1 LRCH1 TCAIM PDE9A CALD1 PACSIN2 LIN7A ADAT2 NPL NRP1 BICC1 AQP5 AAR2 MTMR7 ANKRD36B MAP3K2 NOTCH2NLA PTCH1 ARHGAP42 SNX11 MARK1 ABCE1 YOD1 SLC38A1 TAF9B PHF20L1 ANKRD29 ZNF805 PDIK1L APPL1 SYNJ1 MACROH2A1 ZSWIM6 PIK3C2A TENM3 SVIP MYO3B C12orf75 MTCH2 VWA2 MON2 STK32A ANKRD36C KDM7A ITGA9 DCAF12 FGFR2 CDC42 FBXW2 PTPRG SERINC5 TRIM34 TRIM6-TRIM34 SPEF2 CSF2RB SLC17A2 GRIN1 NPEPL1 ESRRG COL4A1 TGS1 YWHAB SCCPDH CNTN1 EPB41L4B GJB4 RIT1 TSPAN12 ATP4B GRM6 ABCA13 KLF5 ANXA9 CAT RAD1 WAPL MEIOC QSER1 LRP4 MIR4284 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4284 ADCY5 RSBN1L SLC30A7 RAB18 DCTN5 AGR2 TP53 CORO2B TTLL4 KRTAP17-1 ENC1 FAM71F2 CTSB NPL AP4E1 SEMA6C FAM122B ANKRD62 ALG2 TGIF2 UGDH ERC2 PRDM1 IMPA1 RALA INSIG1 CCDC58 PLEKHH2 SCML4 ADSS1 NAV2 ZNF799 TSC1 FBXL18 MATN3 CA5B GATA5 TSC22D2 RLIM PEX26 APBA1 ELL ZNF445 UBFD1 RNF41 PMS1 KCTD21 MICAL2 VPS53 ADAMTS6 ZMYM3 CCDC32 DENND10 MIA3 IL6R CALCR SEPTIN12 ZNRF3 PSMB2 CYTH2 GLIPR1 TENT5A RALGAPA1 STC2 CCDC8 CREBL2 TRPC4AP RASGEF1A PLA2R1 NFAT5 SYN2 ZFR2 PCBD2 CHRNB2 REPS2 DMC1 GAD1 MAGI1 UGCG SRL ELP5 MEX3A AAMP ZCCHC14 ZNF554 BTAF1 GPR4 SNX27 GGA2 FZD2 BCL2L11 SIGLEC11 CLCN3 INHBA CDK17 SWT1 AAK1 NLK HDAC1 FZD4 LMTK2 XPO1 C8orf58 SCML2 NAP1L5 SOS1 TXNRD3 FTO ZNF443 HNF1B KPNA4 RNF138 MIR548B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548B_3P GABRG2 DLEU7 CCDC169-SOHLH2 HMCES CAP1 SQSTM1 CDC27 SLC39A10 CAPS2 TMLHE WNK3 NBEA ROBO1 TRIM39 MAPK1 OR2H1 ZNF570 CPNE5 CPEB2 BECN1 U2SURP EPN2 MATR3 SUN2 ATP5MD ZNF426 TAF4 MAP3K2 CADPS2 MAP3K8 SERINC4 CACHD1 SAMD4B ZNF225 PTGS1 PDXK MTA2 NPAS3 AKAP9 GEMIN5 ARPC2 AARD MORF4L2 BRINP2 SLC16A4 CSTF1 CIP2A NEDD9 ZDHHC17 CELA1 UBLCP1 TUT4 ATXN1 DCAF10 NCKAP1 PBDC1 NAP1L1 TANC1 MAP4 THAP10 PHF21A SNX9 NAA20 ATP2B4 ZDHHC21 SLC22A15 GLUL LAGE3 SOCS6 SF3B2 BRWD3 EPS8 FBXO30 PFKFB2 JTB YWHAE EYS TMEM117 FAT3 NAMPT ZRANB1 PPP1R26 UBE2N PCDHB13 LIAS KMT5B DIP2C RTKN2 PIK3C2B VXN ARL13A RNF44 CHORDC1 DOCK1 NUFIP2 ADAM10 POU4F2 CACUL1 BTBD10 EXO5 CSTF3 SLC2A3 HMBOX1 HNRNPA2B1 MIR6773_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6773_3P NWD1 LFNG ATF1 SELENOI ZBED1 MNT C2CD6 ATP11C HIPK1 SLC4A7 OXR1 PITPNM3 NCBP1 PCNP GNAI1 WDR33 LBH TGFBI BROX TSKU C15orf40 SAMD8 MSL2 BECN1 PELO PARD3B ENPP2 FAM135A ZBTB10 ATP11B SGCD CACYBP KLHL14 IQCA1 SLC26A3 CDK6 FMOD TOX3 ZFAND4 BORA DEK ST6GAL1 MTMR3 ELOVL1 EPHB1 KAT6B ZNF716 IRF2BP2 CD27 ARIH1 GDE1 KITLG SP2 CAMK1D AMMECR1 PCLO TMEM38B XKR4 PPARGC1A HDGFL3 RNF169 RFX7 PIWIL3 C12orf65 TTLL11 SPRY4 ZC3H12D ENOX1 EREG UGT8 C11orf86 ZNF28 KIDINS220 CNNM1 NFIB CWC25 AHCY RNMT MESD HS3ST3B1 S100PBP ZNF347 ATP6V1C2 EDRF1 CNTN1 JAZF1 USP9Y ARMCX3 CAPZA2 KANK1 TCF24 NXPE3 LANCL2 ZNF626 ACTRT3 MAN1A1 PTPMT1 STK4 COQ10A ZNF90 C5orf24 BET1 PDLIM2 TM7SF3 CA8 EML1 MIR1273H_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1273H_3P BCL6 AGFG1 STYX FAIM CD1E TMEM265 CADM2 SSBP2 PCDH20 UBE2E1 COBLL1 EGR2 RAB10 ATP2C1 C12orf43 CD5L GREM2 MYBL1 ARHGEF37 STAM ACVRL1 SMIM14 FAM126B ZNF385B HECTD2 WDR47 ZNF611 SFT2D1 CYP7B1 VPS13B EGR3 KLHL23 TRAM1L1 OCLN ZNF365 TNRC6B SAMD12 FOXRED2 CNPY1 KCNMB3 DAB2 MINDY4 WAC COPS3 LRRN1 MRPS21 GSPT1 KDELR2 USP24 PRTG UFSP2 CARMIL1 UTP15 FGF9 LRIG2 MPEG1 NSA2 TPBGL CD2AP ALCAM BEND3 SLC6A11 SH3PXD2A CCDC6 PREX2 ARHGDIA ABRAXAS2 ZFAND3 ONECUT2 FNDC1 EPS8 MID2 GABBR2 JMJD7-PLA2G4B SHANK2 SULT1A4 CACNA1B PPP2R5C AAK1 NUP160 ZNF519 NCBP2 CLASP2 PITPNB NUFIP2 CREBRF DAAM1 FILIP1L GRK3 NOVA1 TTC31 SULT1A3 TLL2 MEIS1 C21orf91 TMPO RALGPS2 MIR6892_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6892_3P NR2F2 C2orf72 CBX6 TMCC2 MBNL3 RCAN1 COA1 TRMT2A BCL9 PATJ OR2H1 ARHGAP25 TGFBR1 CREB3L4 ZBTB20 TBC1D1 RPF2 TNS1 KLHL25 SEC61A1 KCNQ2 IER5 PCNP ASTN1 BACE1 MICAL3 FAM171B SRSF6 LUZP1 SP8 NSL1 ZDHHC17 DDX6 CAMK2A AIF1L SLC39A1 FAM241B SKP2 MAFB ARHGAP10 IFT46 TRIM26 SYCP2 ATF7 RASSF2 ANAPC13 FLCN FAM193A S1PR3 TRAF6 NQO1 LMNTD1 PLPPR4 ZBTB12 SRP19 BCAS1 RASL10B SSTR3 MSI2 NLRC3 SIX3 GLI3 MECP2 LYZL1 ID4 TNFRSF13B SKAP2 CHD3 CAPS2 LYZL2 FARP1 CPEB3 LIN28B SLITRK6 BCO2 TMEM164 NXPH1 PTDSS1 METTL7B ACSM2B ARRDC3 RNF165 KRT77 PLOD1 PPARGC1A C1orf174 C15orf32 NAPEPLD CD2AP ABRAXAS2 ATXN7L3 EMX2 TRPM8 BPNT2 SYT11 TREM1 JMY RNF44 SAMD4B SDC3 RNF212B ADSS2 PIK3R1 MIR7855_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7855_5P VPS39 RGS6 PAK3 FGB CBLB MIER1 HOMER1 ATG10 TMEM178B PPP2R5D LGR5 SLC5A9 ZSWIM5 KCNH1 SLC35F2 ADAMTSL1 ADAM28 RPL10 INA SYNJ2 PRH2 IMP4 LIN7A SPRR2D APPBP2 CENPBD1 ZNF316 KLHL14 TRABD2A PLA2G4A PDE4D RBM43 GOLPH3 FCGR1B MED6 NANOGNB ATG13 YTHDF3 TTC30A HDAC2 SMOC2 EPHB1 PCDH19 PHACTR2 NAV1 MYPN FURIN TMSB15A EIF5A2 TSC22D1 PCGF6 SPATA3 DPP3 VPS50 G2E3 LPP GOLGA2 TMEM213 BDH2 EEF1AKMT3 ANKRD50 BPY2B GSK3B TNRC6B ITGBL1 SIGMAR1 STC1 BPY2C C17orf97 TECPR2 FAM81A BPY2 LRBA USP31 PRIM2 TRAT1 GPLD1 LRFN3 BNC2 SNIP1 RORB SCLT1 ZNF750 PTGFRN MIR141_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR141_5P CDO1 ERBIN SNTG1 MAP3K7CL CDH19 MATN2 SOAT1 ANKRD44 QKI MCTP1 ROPN1 PLA2R1 TENT4B ANKRD7 SGK1 TCAF1 CD46 CRYZL1 DLC1 FAM135A TBC1D12 IPMK TM9SF3 LMLN NUP50 CBLL1 GLYATL1 DDX19B FBXL16 SLC30A9 NTNG1 GRPEL1 TBX18 GRIA4 METTL9 NEK11 EFHD2 PRKACB MCEMP1 HSP90AA1 NPY5R TLNRD1 CEP44 TXNDC5 MAP3K1 GCFC2 COG2 RAB32 DNAJC21 SLC33A1 SUPT16H FBXO33 EGFR C16orf72 SCLY KDM7A ZFYVE9 SPTSSA ITGA9 ONECUT2 CDR1 WNT5A SEL1L COL21A1 MAN2A1 CA8 SMIM17 RREB1 FXN CAMK1 TPH2 RRP15 PHRF1 GTF2B ZNF334 RSPH4A CCDC85A UBE2W INO80D NETO1 FRAS1 ILDR2 PTCHD4 RANBP6 DARS2 ST7L BEND2 MORC1 MAP3K20 ATP6V1G3 CDKN1B KIAA1671 NAPG KCTD6 SPINK14 UVRAG ZNF695 TRIB2 MIR3617_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3617_3P ADAM22 PPP1R1B WNT8A SLC16A9 BTBD11 ARMCX3 LPGAT1 PALLD ACBD5 CUL3 GNAI1 PPP2R2D SLC25A12 HNRNPR HEATR1 EPHA3 SORBS2 DAZ4 CCND2 RMI1 UCHL1 RPF2 CELF1 STEAP4 PPARG C1GALT1C1 TET3 UHMK1 EIF3C PIK3AP1 PRLR PKP4 PARP8 DUSP11 KCNV1 UMAD1 UGGT1 DCUN1D5 DLEU7 ATXN7L1 MXI1 EIF3CL PFN2 MAPK9 BTAF1 TDRKH PIP4K2C BCAT1 RNF135 DAZL KDM2A LRP2 TFAP2D TMEM144 NAA40 GPR85 PJA2 ABHD10 HSF5 CNTNAP5 DAZ3 CAPNS2 MSR1 BMP2K DAZ1 TNF IRS1 YAP1 RAB23 DNM3 KLF3 GMFB IQCH BMPR2 DAZ2 SPIN4 NEXMIF TMEM67 SNX4 ARHGEF35 CYP2C19 PDGFRA HIPK1 KRTAP13-1 HASPIN VWA8 ERGIC2 DCTN6 TPX2 ASXL3 PRKACB PCDH19 LRP1B CAB39 MIR6801_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6801_5P PCDHA2 PCYT1B ZNF485 CNOT2 GPX8 NR3C1 CRIM1 TRPC5OS RNF170 AGAP4 LRRC38 LAMA3 RAB5C NGFR COMT NOP9 KIRREL1 PCDHA13 TNFSF10 ZBTB14 TERF2IP TAX1BP1 COBL AGAP6 ATP6V1A MAP3K2 VGLL4 TUBE1 POLH LTA GPR3 GASK1B BCL11B DCTN2 CPPED1 SEMA4A PCDHA12 NFKB1 AP3D1 F8 ARL3 ERRFI1 PIGG MAN1A2 ADAM21 FGFR1 AKR1B1 INVS ZNF280A SMOC2 NIF3L1 CCDC39 SELENON PCDHAC2 PCDHA11 VGLL2 CDK8 LDLRAP1 PLEKHG1 VPS54 AGAP5 CTNND2 PCDHA7 PCDHAC1 EEPD1 PCDHA10 AP4B1 PKDREJ CHD1 SLC7A6 GTPBP10 SENP1 KDM5C PCDHA6 STON1 AGAP9 YWHAE THSD7B PCDHA1 FKTN YIPF4 FSCN1 IFIT2 ARHGEF17 PCDHA5 ENPEP SFSWAP AGAP11 AZI2 IP6K3 BTBD10 RANBP6 PTEN NLGN4Y TRAK2 RPA1 PCDHA8 PCDHA4 SLC25A5 GPCPD1 NDRG2 MAB21L1 PCDHA3 SOX8 RTL5 DOCK3 LRP4 TFB1M TECRL ANKRD27 RHOF MIR1912_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1912_3P WRNIP1 TFEC ARNTL2 SH3BP5L GSDME RCAN2 CMTR1 LYPD1 DYNC1I1 RGS8 DPP10 SCN8A TMED2 AKIRIN1 ADCYAP1R1 SPCS2 FAR2 DDX17 FDFT1 BHLHB9 NQO1 JPH3 UPF1 RBMS1 TNKS2 ADAM23 FAM20A SMC4 MTHFSD ERICH1 CREB1 MYCN SHROOM3 SLC25A26 MRE11 RALA SMG7 NPAS3 YTHDF3 TRAK1 IL20RA GALNT10 CDYL2 SERAC1 PBX1 CLTC SMIM10L1 ZNF621 SCEL PCDHB12 CXCR1 SIRPA KDM7A ZC3HC1 SMURF1 FOXL1 SON NSUN7 MGAT3 VPS35 MEF2C SOX1 PCSK9 ZRANB1 RB1 MRPL33 PDLIM7 CDC25A GSTCD SNRPB2 TMEM64 TENM2 ARID1A ILDR2 TEX261 GABARAPL2 ZCCHC2 DYM ATOH7 ZNF827 SOX30 CLRN1 DNAJA1 LRRTM2 XK MIR3121_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3121_5P WRNIP1 DAG1 FGF12 MGST1 GOLT1B KCNMA1 C1RL GRIK3 PPP3CB NDUFA10 EPB41L1 GATA3 LPGAT1 PRPF40A DSG2 FAM168B PAX9 TMEM14B RAB30 TRIM22 SLC6A8 SEMA6D UBAP1 ZBTB14 NRXN1 AMIGO2 ABCA12 C14orf132 GPM6B NLRP4 B3GALT2 CADM2 PRICKLE2 ENPP5 ZBTB1 IPCEF1 PLCB1 SH3TC2 KAT6B TRAM1L1 SPAG9 PITPNC1 CDON TMEM97 C1orf21 CLASP1 CTSC NR3C2 GPN2 TENM3 FAF2 BCL6 PMPCB GABRA4 CBFA2T3 ADAM20 ARHGEF3 CDK8 YIPF2 PCLO TAF1 TMPRSS11D STIM2 MTHFD2 LZIC C16orf72 OSBP CD160 UBXN10 FAM53C ZNF407 ADARB1 BMPR1B CD93 ATP6V1C1 SLC7A14 GSKIP SEPHS1 CYHR1 RILPL2 SYNC TIMM8B BTLA ADAMTS8 DIP2C ELFN1 SEMA4G TLR3 SLC35B3 CYP4F22 NUFIP2 FRZB PELI1 TCEAL7 ANKRD16 TAOK1 CNTN3 TMEM86A PHF6 POU2F1 CSNK1G1 LRP8 ZNF728 RNF112 MIR4490 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4490 MIB1 PTPRR FERMT2 SGK2 CADM2 OTUD1 MRGPRX2 KALRN HSD11B1 CHD9 KLF12 PRUNE2 QKI MAST4 RNF19B LMO7 SLC25A23 IMP4 GPHN ZNF780A VIM RDH11 CD8B FAM20B NR2C2 ABHD17B ACOT2 SMC4 VRK3 ZNF562 MCTP2 TMEM168 PARP8 CHMP2B CALN1 RB1CC1 CDH2 ANKHD1 CIAPIN1 MC5R KRT10 PDSS1 TNFRSF10A TBP H2AZ2 TACR3 WNK1 EVPLL PSMA6 ZNF644 PRTG MTA3 YAF2 STIM2 PTPRB ZBTB20 BEND6 RFXAP BCCIP CAPRIN1 TAT IL6R ROCK2 UBAC2 ZNF224 CHCHD4 RPS6KA4 RBM3 REG4 TMEM117 DNM3 WFDC11 CCDC57 ZFP91 FAM81A B4GALT1 CORO2A BTBD10 FAT4 NOVA1 PTPN4 ADAMTS3 NHLRC2 ESPN OAF TPK1 RRAGC ARID2 FCGR2A CDK17 ACVR2B PABPC4L BMP6 PGAM4 CCNDBP1 DOCK4 ZC3H12C RAPGEF5 ARHGAP21 MIR8075 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8075 VSIG1 SOX6 HLF GAS8 INPP4B PPP4R3A STUM GSG1L C6orf118 CST9L TMOD2 TNRC6C UBE2D3 BNC2 PDLIM4 TBR1 CST9 TRIM67-AS1 ZDHHC3 SALL1 KLHDC8A CASQ2 ZDHHC15 PER2 FAM107B RAB43 CASP8AP2 DPP4 XPR1 CDIN1 PTPRK ZNF213 PRDX6 NPVF LMLN TMTC1 ZNF184 TSSK1B SLC38A1 RALBP1 SH3TC2 HTR7 OLFM1 PSMF1 ZNF37A MS4A3 ACP1 FCER1A PDIK1L AHCYL2 LRRC8B PTN SIK2 ELF1 POGK NADSYN1 SACS ZNF655 CACNA2D3 PRTG ARMS2 PNPLA3 TMEM33 KCNB1 MPP5 CNTNAP2 SLC22A15 CGN RHOG WFDC10B FAM135B TSPAN14 RMI2 GRM7 ADCY1 ZNF75A BORCS7 SLC8A2 MRPL45 BAAT TLR1 IL21 ACVR1 MYLK4 GTF2H1 LINGO3 HYDIN ARL5B L3MBTL3 CD38 C3AR1 CD1B KBTBD8 LRP1B MEGF11 ZNF569 IDE SNCA ITGB8 MIR4266 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4266 JAK3 FAM219A RAB2B ATP11C OGT WNK3 MAPT RBBP5 ZCCHC17 IL17RA EXPH5 TRIM39 NDUFS4 MYBPC1 DPP8 ZNF76 ACVR1B F2R SETD3 CCL28 CLYBL HEATR5B FBXW11 LGR4 R3HDM1 IKZF3 ACSL5 CDC42EP3 LHX9 GTSF1 LMLN TMTC1 SYNPO2 SPN RNF38 C20orf194 PCOTH SRGAP2 MRPL43 TREML1 PTGES3 KSR1 PHYHIPL ZNF365 TICRR PHYKPL AQP10 DTNB KRT31 CUEDC1 ARIH1 RAD23A KPNA7 ZNF655 SHISA9 RAB23 SH3PXD2B ASPRV1 CASK TMEM255A GNL3L TSFM C12orf29 GIGYF2 OSBP MTRNR2L3 ELK4 PLEKHM3 CASP14 ADAMTS15 ZFHX4 RAPH1 GATM RIOX2 LURAP1L WNT1 ZBTB39 SNTB2 MMAA UQCRQ NADK2 KRAS GPLD1 COL24A1 SCN2B PCNX1 KCTD16 MIR2682_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2682_5P SOX6 MTUS2 NCOR1 TENT4A PRKAA2 CADM2 SOGA1 RHOH THRB BRPF1 CNTNAP1 MTDH MAPK1IP1L HTR2C NFAT5 STMN2 MTF1 TENM1 GTF3C2 CDK19 DLG1 ACTL6A ELMOD1 ANKS1B FUT9 DLL1 PIEZO2 MAN2A2 APH1A ATP6V0A2 CAMSAP2 RALA HMGN4 FAM219A DEFB134 ARID1B ELAVL1 CALN1 KCNA1 AHCYL2 SLC25A13 IL1RAP TMCC3 PIK3C2A CELF2 BACE1 WIPF3 FBXO45 PUM1 HOXB8 RAB3C LYST QDPR ZC4H2 RFX3 MAPK4 NEUROD1 PFKFB1 JAKMIP1 MAP3K9 PYGB LCP1 TSPYL4 APOB ATAD2B MLLT3 RDX FKBP1B PHACTR1 TOX PTPRG MYF5 MYC ATP1B3 PLEKHA1 GSK3B CELSR3 VAMP3 CBLB STK38L DLAT CTNND2 THAP12 MARVELD2 DENND1B NEXMIF PARD3 CEP55 MYCBP2 PTPN4 GAS1 NDRG1 CD40LG TFDP2 MIDEAS DAAM1 MTCL1 ZNF597 SNIP1 HOXC8 ARID2 PAPSS2 ETS1 CLDN8 PHF6 CREB1 GRHL1 ASCL1 HMBOX1 ATP11C KCTD16 NHSL1 STK39 ADD2 FBXO40 USP15 XKR6 TMEM19 MIR2861 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2861 GRM4 WASF2 MTSS2 SPATA13 ARHGDIA MGLL ST3GAL3 CHTF8 PCDHGA5 PCDHGB1 SYT12 PCDHGA11 STOML1 ZNF33A PCDHGC3 PDK4 SCNM1 PTPRD FYCO1 MARK2 MOB1A SOCS3 BSDC1 PCDHGA10 USP19 ZNF33B P2RX5 IRAG1 PCDHGA4 CEACAM19 PPP1R10 ELAVL3 KIF21B PCDHGA2 EFHD2 INF2 INTS6 FAM131B NUP214 PCDHGA12 HOXC6 PCDHGA3 FIBCD1 ESYT1 FADS1 SHISA9 POLR2J2 PCDHGA6 RDH12 CHD5 PCDHGB5 PHF21A C15orf40 SSPN PCDHGB4 PCDHGA9 SPRYD3 MYO1D PCDHGB2 EPS8L2 PCDHGB7 C11orf95 PCDHGA8 CCSER2 POLR2J3 PCDHGA1 PCDHGB3 BMP1 PCDHGB6 NEUROD2 RIMS4 ZNF276 CAMKV MAGEA11 PSD2 MBL2 PCDHGC5 FOXN3 SEMA4G PRIMA1 PCDHGA7 TMEM120B YKT6 SMPD3 MTHFD1 PCDHGC4 XIRP1 CNBP E2F2 MIR3928_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3928_5P GUCY1B1 CREB5 SSX2IP CD99 PHTF2 SLC8A3 CNOT2 CACNA1E MTMR2 GZF1 PTPRO MLEC HMG20A CRYZ HNRNPR MDH2 RNF103-CHMP3 PRDM6 BMI1 SPTLC1 SHISAL1 TRMT10B PRKD3 MED14 NRP1 AMOT ELP3 TXNDC8 RAB6A GPM6B HCFC2 NANOS1 BEND4 PDE1C ADRA1A CDH11 RBM19 SULT1C3 HS3ST2 CHMP3 DNM1L RGS7BP COX15 CA13 FBXL20 KRTAP9-3 ELOVL6 CERS6 RNF144A GABRA4 ZDHHC17 WDR20 IGF2BP3 MAP7D2 PAX5 COMMD3-BMI1 NEK7 PPARGC1A MKI67 C3orf70 DDI2 MTRNR2L9 ESR2 ZNF282 SPRR2F ATAD1 EBF3 SPOCK2 MBNL2 CYP21A2 CPM RNF114 TEF CPSF6 SATB1 VSIG10 FAM214A POLG TCTEX1D1 UBFD1 WDFY2 DUOXA1 GC SULT1C2 KRTAP9-9 CAMKK2 PIGN EPAS1 PPP1R3A RERE BLVRB CCDC173 SIT1 PHIP OXR1 TESMIN SRGAP1 KCNC2 GRM6 CUL3 CLRN1 NCMAP WBP2 G6PC2 HMGXB3 MZF1 ITGB8 C4orf17 MIR3127_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3127_3P IPO5 MPP2 SAMD14 CASTOR2 CLIC5 PCSK1 RCAN2 FAM155B EPB41L1 CLSTN2 CCDC120 MATN2 VLDLR TBC1D22B PAFAH1B2 EI24 NFAT5 TTC17 TMEM164 KCTD15 ADRA1A SH3BP5 EPHB4 PPP2R5B ZBTB10 FOXG1 SINHCAF ZBTB14 KLHL14 PHACTR1 CHD2 RTN4 NPTXR VGLL4 NAP1L1 SPTLC2 THTPA PLK2 PPM1A SAMD7 TRIM65 ARRB2 NFIA ZC3H13 ICA1L CCNK DOK1 UBE2K SDC4 CELF2 NTRK3 CALHM2 PROX1 CTDSPL2 DDX6 ERGIC1 RELT C2orf88 XKR4 CLTC C3orf70 BEAN1 SLC1A7 LSM2 EXOC6 SQLE LSAMP PCSK6 HP1BP3 NUP35 DLL3 IL19 AGAP1 RAPH1 SLC25A37 TNRC6B KDM2A PLPPR5 RIMS4 PPP3R2 KPNA6 BOK TMEM72 TMEM129 ILDR2 HDAC1 FAM218A SEMA4C PTPN4 DGKK COL27A1 BNC2 TMEM86A PRPF19 ZDHHC22 POU2F1 CPEB2 CLOCK HMGXB3 VKORC1L1 PIKFYVE MIR211_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR211_3P ZNF217 PRORP RCHY1 ZNF749 SLC30A7 HNRNPD DMAC1 BTBD9 PKLR TMEM9 PPP2R5E HSD11B1L IZUMO4 TET3 GOPC PIK3CG HDC SYNGR3 MYD88 CRABP2 SLC46A1 IFFO1 CLCN7 SATB2 TMTC2 METTL15 RBFOX2 AIF1L FYN HLA-DPB1 FBXO30 SORCS2 KCNJ11 UBE3A IL9R GPR146 ATP6V0E2 ACAP3 PDS5A CARD8 CHODL GLIPR1L2 LAD1 ERLIN2 SH3KBP1 CAPZA2 TRAK2 ZNF609 PRR5L LRP2BP ELK1 FPR2 CSRNP1 ARHGEF11 NOS1 SOCS5 SPIN1 AMER3 MAU2 SQSTM1 NKAIN1 ATG10 ABHD2 DMC1 WDR72 KCTD6 RGMB RUBCN PRDM2 LMO4 PNMA1 MEF2A VSX2 CNGA2 MEF2D ANP32A PDXP PCDHB4 RFT1 RABL3 PRICKLE1 CRYM MIR3974 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3974 ZBTB44 ADCY10 ADH6 NDRG2 GPR68 MPDZ KCNJ15 KPNA3 QKI MECOM REPS2 CORO2B NUP93 RAB14 C1D RNF212 NICN1 CDC42EP3 COPS4 LRRFIP1 CBLL1 GPR3 ZSCAN16 CSRNP3 ARHGEF26 CACNA2D1 KCNE4 SYNPO TMED3 PDE4D PTP4A1 TAF9B BBX MS4A3 ELP5 YTHDF3 KLHL15 LARP4 TNRC6B GRIK5 SMOC2 C4orf19 CPSF2 MPV17 BTRC UHRF1BP1 STEAP4 TENM3 RPH3A ASPH BMP4 ARPP21 POU3F2 RND3 CEP162 SRSF1 ZMYM4 PTEN SLFNL1 MLLT3 CYTIP DNAH6 NCOR1 NTF3 GTPBP10 TTC28 CHD7 VPS35 PIP4P2 KIF3B MUCL3 NCAM2 USP30 WDTC1 CBX4 MFSD6 DPH6 CCDC144A CDV3 MARCHF3 PHIP NHLH2 WIF1 CPLX1 FIGN WNT11 BNC2 ZMAT3 SEMA4F DCAF10 NGLY1 CALHM3 DDAH2 PTGFRN MIR3190_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3190_5P LIMD1 RANBP10 RSBN1L GREM2 IL1R1 ARHGAP29 IBTK TCERG1 CD59 DIO2 CNOT2 SLC12A9 PASK CCNF MAP4K4 SRP14 GPR161 SCD5 BICD1 TMEM230 ARIH2 GRIPAP1 SYTL3 LUZP1 PRDX5 LOXL4 ZNF599 KRT80 BTRC NT5DC3 SLC16A6 HNMT PMP2 CLTC FBXO45 ATXN1 NT5E RABGAP1 PTX3 MDN1 GGT5 SNX17 CAPRIN1 ZNF540 ME2 ZNF704 C16orf70 ALKBH5 FLOT2 SLF2 FAM193A PEDS1-UBE2V1 KDM2A GRAMD1B PRR14L RALGAPB SLC20A2 KCNC4 RSPRY1 SPACA4 ING5 SCARB2 UBE2V1 DCAF7 FOXP4 NUDT3 WDR26 PLAU TMEM127 ETS1 FGF1 PTPRB C8orf37 AREL1 MB21D2 NKAIN1 PAX6 WDR73 ZSCAN29 ZFR2 CBY1 ZYG11B DMXL2 ERBIN NIPAL4 PTPN14 HSD17B12 CYP4V2 SH3TC2 LAMC2 TRAIP WNT9B PRPF4B CHST9 H2AZ2 ITGA5 MAPK10 LAMC1 ARID3B HSF5 SIAH1 RRAS2 RPS6KA3 MARF1 AAK1 DDX3X AMACR ZBTB39 SNTB2 IL17RD MAPK6 PRIMA1 CCDC28A JMY STAMBPL1 NLGN4Y PHLDA2 ANKRD60 NUFIP2 UNC119B XIRP1 CAMK1G MIR1244 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1244 ALDH8A1 AGFG1 AMZ2 VBP1 STX12 CEP85L DYNC1I1 BIRC6 C9orf153 PPP1R9A ANKRD44 SYTL2 TUT7 ARL6IP1 LIN28B MYBL1 PIK3C2G MAP9 STYK1 TENM1 RANBP3L PIK3C2A TAFA1 TMEM184C IL33 C9 MAP3K2 GLUD1 GNAL PON2 ABHD3 ADRA1A SLC30A9 EBF2 CSRP2 DCK SLC30A5 F8 NIPSNAP3A CSPP1 FBXO25 ITPK1 TANC1 ARHGAP20 RC3H1 RPS6KA6 WNK1 CRBN G3BP2 ARHGEF3 TRIM71 THAP2 ADD3 ADGRL4 DAPK1 RHEB OSBP DCP1B NCOR1 WDR7 FBXO11 TOX ZBTB25 PRKCB ATXN1L TRIM9 YIPF4 TSPAN14 FAM122A EMC7 CYB5A SMURF2 COL12A1 ITM2A NRIP1 TNIK DENND1B PBX2 EPC1 ZNF682 CCDC144A CYRIA NCR3LG1 CREBRF PAWR ATP4B GRK3 SATL1 KCNN2 CDK17 NOVA1 PHF6 ACOX1 SEC24A CDC14A SERPINE2 DENND4C NEDD4 MIR584_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR584_5P NPHP1 NCOR1 XPO7 CD200 EXPH5 THBD NUDCD2 HSD11B1 ENAH SIGLEC10 TCAIM PPFIA2 ANKLE1 PKD2 ZNF614 SLC25A23 ACYP2 PPIL1 LINC02801 DAND5 CCDC152 GRID2 VPS41 MYRIP FAM122B PHACTR1 PRRX1 ZNF432 CADPS ZNF512 PSMF1 PPM1A POLR1F AIDA TRAF3IP2 ZNF583 ANGPTL5 LRP11 CALCA CNOT9 SNTG1 TRDN SETD5 HBD DHH GABRA4 POGLUT1 PTCH2 ALPK1 TMX1 TTC22 SRP72 PDHA1 CAVIN4 GALNT15 USP6NL PDXDC1 ELL2 MTRF1 MEX3B SH3PXD2A RAP2A RUNX2 FREM1 BPNT2 TBRG1 CCNC SLC2A13 NAA30 KMT2A EIF2AK1 GNG12 AVPR1A SLC35D3 HDAC1 ADNP2 GBP5 LRRIQ3 CHORDC1 YKT6 PRPF19 CENPQ SPOPL DSG3 PIGK TMEM212 FOXA1 MIR3074_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3074_3P FKBP9 MTMR12 GAB1 C2orf78 NR2F1 PTH ZNF529 TCEAL9 DGKH PGBD1 B4GALT6 LIPA SLC5A9 CCDC198 STX7 ZNF804A MTX2 RBM25 AICDA NXPE3 GAPT G3BP2 ITGAV CARF LNPK CAV1 PROSER1 TGOLN2 HACE1 IL36G SULT1E1 TAF4B PHF3 PLP1 MAK16 AFF2 MDM4 KANK2 PDIK1L EXD2 GPM6A TSGA10 PRKACB CALHM4 SGPP1 PHYKPL PRKAA1 MEX3C GORAB FAM204A CRY1 RPS6KA6 GTF2A1 SPRED1 CLEC4E SUCNR1 MCTS1 AFG1L STARD5 INHBC RAB21 LSM8 TRIM45 NAALADL2 ZNF713 ALKBH8 LATS2 LEPR TMEM106B SESTD1 DNM3 CLDN22 SPAST INO80D AVPR1A NADK2 ZNF616 YES1 SORBS1 RAB27B TFAP2B LPAR4 CLIC2 RALGAPA1 SORL1 RDH10 GRHL1 CST3 C6orf58 GNB4 C5orf51 NEK2 MBTD1 MIR3145_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3145_5P IPO5 ZSCAN30 ARMC5 MDM2 RFESD MIER1 TCEA1 OXR1 USP44 PLAGL2 FBXO28 CGGBP1 ENO4 RCC2 ELK4 C6orf62 VASH1 HSPA4L ARSG THNSL1 STRN4 JARID2 TBC1D12 AP4E1 CDH8 PNN TRIM37 DARS1 PSMD10 SLC9A6 ADGRV1 SLC39A2 KIAA1328 BOLA2-SMG1P6 CREBZF KLHL23 DCLRE1B CALHM5 TERF2 USP1 SNAP91 CREBBP PIP4K2A ZNF550 ANKFY1 DST ATP6V1B2 OXGR1 IGF2BP3 TMEM30A NGLY1 NONO CDK8 EIF3B SLC22A23 NIN ANGPTL3 SCN1A DCN DEFB132 CALCOCO1 RFX3 ARHGEF12 PHF21A EIF3J COPS2 STRN3 KDM7A ELOVL4 DENND5B DOCK8 RAP2A SLC15A5 ULK2 SEH1L GDPD1 SLC5A6 ACTC1 USP10 TAF5L ARMT1 INO80 EGR1 FAM181A PDS5A LACC1 ZCCHC2 ETV6 HOXA2 M1AP MRPS10 SBSPON KY SPIN3 GPR137C FPGT ZNF831 STK39 RNF144B PURA MIR212_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR212_5P PNMA3 FAM168B CLIC5 INSL5 BTBD11 TANC2 DDX3X TMEM178B ZNF518A PAX5 ERN2 PAFAH1B2 SPTLC1 KCNH5 NAB1 PRR9 CCDC117 CTBS MACO1 ATP7A CNR1 FAM104B FAM20B ZNF316 SORCS1 ACY1 NRP1 DFFA LRRC10 MFSD2A DLL1 PRDM10 POGZ RALGDS SLC35D1 STARD7 EGR3 USP38 IRF2BPL SEMA4D MGA PHF20L1 RSPRY1 PTHLH ATXN7 MEX3C CTDSP2 GALNS MYPN VPS37D SSUH2 UBE2R2 RHOBTB1 CNPY3 ABHD14A-ACY1 SLAMF9 ZBTB8A ITPRID1 XPO6 SYT9 CERS2 MARK3 DCAF12 SUPT4H1 VEZF1 CTDSP1 SRP9 SDC1 AMER2 SEPTIN11 HSCB ATF6 CALM1 NR2C1 MAPRE2 CBLN2 TLE4 KCNQ3 VAT1 LDLRAD4 PIK3C2B TRAT1 RAPGEF3 BEST3 USP15 KIAA1549L DDX3Y ATOH8 GNAZ NPEPPS SMG1 PIKFYVE TCEANC2 KIAA0232 TFB1M AKT3 MIR5702 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5702 DYNAP MIB1 ZEB1 CLIC5 EGFLAM AGTPBP1 PALM2AKAP2 MTERF2 HOMER2 CTNNBIP1 LCE2B CHP1 ADAM19 ATG5 KRTAP9-2 CNTFR TUSC3 ETF1 TPD52 NREP ANXA11 RUFY2 XYLB UBE2QL1 ZSCAN22 AP3S1 PIK3R3 NBPF11 KRTAP9-8 CCSER2 NXPH1 CCDC58 GAS6 P3R3URF-PIK3R3 KCNA1 PITPNC1 RER1 ATXN7L1 CDYL2 DLST C1QL3 HMGB3 KLHL4 ADGRL4 SRP54 RAB3B TXNRD3 GATA4 GRAP2 MAMDC2 MDGA2 ROCK2 ADCYAP1 LPP CEACAM6 SV2C BLZF1 GRIK4 PLEKHM3 FBXO11 MXD3 KIDINS220 CTNND1 MRPL45 HNRNPH1 ILDR2 CSNK1A1 MGST3 CYRIA RGL3 SAP30 STK40 HDAC8 LCE2C KCNMB1 KLF5 RAB38 MEGF11 MIR3689D http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3689D ALG9 ADCY5 BRSK2 HOMER1 ADAM19 OS9 PURB HECTD3 KAT7 ST3GAL1 CLYBL AMOT ZNF286A PDLIM3 C6orf89 SIRPB1 DDHD1 MLXIPL ZFX IGF2R ATP1B4 PDE4D GRM5 TLE5 UNC80 PMM2 ZNF385A ZNF737 VPS13C SSH3 NPPC COL11A2 CYB5R2 RSPO4 HOXA1 WDR33 PNKD BACH2 ADI1 NCCRP1 KRT4 PDLIM7 PLEKHS1 CLN8 XPNPEP3 GTPBP1 NCOR2 MSI2 ZNF609 GDPD4 METTL21A MAMLD1 DIAPH1 SHOX TNS4 BCAM SAMD10 PDGFB SOGA1 PLAGL2 USP22 LRRC27 PLXNA4 PATE3 ZNF513 NECTIN1 SLC27A4 FMNL3 FICD EP300 SDK2 FTMT CAPN6 SOX6 ZSWIM6 EHD4 SLAMF6 ERG28 ABHD13 LDLRAD2 SAP30BP ATP6V0E1 TOB1 MDGA1 TFCP2L1 RIMS4 ZNF253 CFAP44 HEPACAM ZBTB39 PHF8 ZNF284 RAB44 EIF4A1 DOC2A POU4F1 INSYN2B ZNF286B PLXNC1 SH3RF2 SLC16A14 MIR549A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR549A_3P SOX6 KPNA1 RCAN1 KCNMA1 MARCHF6 DIPK2A TPRG1L CCDC141 UBE2D3 BNC2 IAH1 SETDB2 PLEKHF2 UBAP2 PRUNE2 ERO1B LUZP2 TENM1 CCDC117 MARK1 EID1 AC011525.2 ARHGAP44 ATP11A DOP1A MARF1 SCAF8 NUDT12 HIF1A ACER3 ARHGAP5 SLC30A10 CDK14 SREK1 PAX3 FASTKD2 PDCD6IP SHC3 CES5A PEG10 GSPT1 TAF9 DTD1 POLR3G DEFB132 CEP135 SRP72 LPIN2 BCL2L11 LAPTM5 ZZZ3 EPPK1 PRMT3 CDK8 ZFHX3 TDG MINPP1 RAB3A SI PTRHD1 TIGAR BCAP31 C1R BPNT2 ARL8B ZFR GAD2 TRMT61A CRNDE SRI HSPA4 CCDC144A RAG1 ENC1 HS3ST4 SLC39A6 TTC33 WLS ZNF493 SP4 MIR6742_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6742_3P ALS2CL NIPAL3 AARS2 TDP1 LRRC6 CNTNAP1 DCTN5 ARRB1 TGFBR1 MTF1 HAUS2 KRT72 RIT1 SEC14L4 CYTH3 RPL13 BDNF KCNAB1 PAPPA KLK4 ARID5B MAK16 PIP4K2B PPP2R2C LASP1 EPHA5 BTRC DTNB GTF2A1 WDR47 ELAC2 ELMO2 MYOCD PICALM PSMF1 RAB5B EGFR TNFRSF9 FAM168A RNF2 BEND3 EPDR1 SLC23A2 RPS6KA1 OSCAR SLC26A9 AIPL1 VPS53 KPNA6 TBC1D16 SLC45A3 USP31 PSMC4 PLCXD2 CYTL1 FOXC1 RASD1 GID4 SHISA7 AHCYL2 TFB1M MBTD1 NCDN MAU2 SOGA1 TWIST2 SMC3 OPN4 PLEKHG4B SPTLC2 CREB3L1 DPYSL5 DLGAP3 BACE1 ZNFX1 CEP44 ASH1L ITGA5 GALNT11 PTPRT MAN2B2 PLXDC2 MOSMO INSYN1 INHBA NFKBIZ SOX10 PRAF2 ATXN7L3 BBS1 GFAP ERF ALPK3 PHIP FGF11 STK4 C1QTNF6 THBS3 TNFSF10 MIR1260A_MIR1260B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1260A_MIR1260B KLHL32 ZNF384 KCNIP1 DBNDD2 TOMM34 TMEM178B PTBP2 ZNF367 CR1 HDDC3 MSTO1 U2SURP IBTK BORCS6 GCC1 LETMD1 ZNF426 IKZF2 FAM237A SEZ6 CSNK2B ZNF559-ZNF177 ORC4 IGF2BP1 AGO1 ZNF559 LHX1 ZNF440 ZNF135 L3MBTL1 ZNF732 ZNF594 EBAG9 CLRN1 TSC22D2 ATXN1 GDI1 BRK1 CEP162 ZNF544 ZNF268 ZNF629 KIF21A SMAP2 RIMKLB RXRA C7orf25 CAP1 ZNF124 GRIK4 ZNF302 TBC1D16 XKR7 ZNF584 ATF6B SLC37A3 DPT GALNT2 UFM1 HNF4G CHEK1 GOLGA8B HOXD13 ZNF257 LIMD2 N4BP3 UBQLN2 XKR6 TMEM212 UBTD2 FAM120C TARDBP MLXIP LARP1B B9D1 FASTKD1 SEMA3A ZNF814 ZNF781 PDXK CTAGE1 FBLN1 GLP1R ZNF763 ERG28 ABHD13 ASPRV1 MED13L ZFYVE9 ZFP90 UGT8 THEM4 KLC4 ZNF773 ZHX2 ZNF37A NEXMIF ZNF439 UBQLN4 SPEN ZNF189 RPS3 ADORA3 L3MBTL4 ZNF586 MIR508_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR508_3P PAK3 CCNYL1 ZBTB44 GRIA2 GAB1 KLF4 RECK CDC14B CERT1 MINPP1 CCNA2 MAGT1 ZDHHC3 ADAM28 MINDY2 UBASH3B HOXA1 ANXA10 HBP1 MITF NFKB1 XPR1 PTPN9 LAMTOR3 SORCS1 CCL1 NR2C2 ODAM VAPA RNF103 GXYLT1 SPZ1 NUMB CFL2 UPRT FAM20B NDUFAF6 RBFOX2 CRLF3 MTMR6 ROR1 HACD3 SCN2A UGCG RBM27 ARL4C RAB12 PHYHIPL CLASP1 RBMS3 DCLK1 BICRAL CTDSPL2 ASH1L STRBP ZBTB18 HTR2C RAD23B ARHGEF12 GNRHR MPHOSPH9 C2 CAPRIN1 SEPTIN7 RAP2A ADNP WEE1 TECTB CPNE2 NETO1 AMDHD1 PROKR2 TAB3 SRPRA KCNA4 ZNF397 APOBEC2 DNAJC6 ATL2 NFIB CPNE3 MBNL1 NSD3 CECR2 MSTN TRHDE ELOVL7 LOX FCHSD2 NCOA1 IRX2 TLCD4-RWDD3 SLAIN2 TFAP2B GLCE SDK1 NR4A3 RARS1 ACOX1 KIAA1549 SALL4 CLOCK RMND1 PIKFYVE DLG2 HMGA2 RASSF3 MIR6888_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6888_3P C2orf72 GAD2 GLS2 TRIQK TEC THUMPD2 PPFIA2 PTBP2 PLA2G4D SLC35A3 CREB3L3 SP100 GCNT2 LAYN ZNF484 FAM131A NCBP2 NFYA DPY19L3 C2orf83 HTR7 USP13 RASA2 RBFOX1 MYT1L BCL11A FOXK2 LRTM2 ZDHHC17 SMAD4 IGF2BP3 XKR4 MYOCD NAT8L SPPL3 PFN4 VAV3 PEX5L R3HDM2 ZNF641 KLK7 ABHD10 ADGRF5 TAB2 HPX TLCD2 OLR1 TREML2 DENND1B LRRIQ3 C18orf25 SLC5A7 SMARCE1 ILRUN N4BP2 AKAP6 SART3 ADGRL1 BDP1 TACC1 CDC42BPA TBC1D3 LMX1A ZFAND1 UBE2Z TNFAIP8L1 CACNA1I FIGN CALN1 WBP1L CDK15 ATXN7 LRRC58 APLF NLGN3 ZBTB20 SKIDA1 CMPK2 CUTC PDAP1 SOX14 ZRANB1 NFIA UHRF2 ZNF37A ZKSCAN7 MBNL1 NSD1 SIGLEC9 TBC1D3H DSCAML1 DOCK3 MIR624_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR624_3P CD84 SELENOI DPP6 ADNP PPP6R3 PGP XPO7 SATB1 KLF4 ARAP2 CEP290 RSRC2 TGDS NBEA APAF1 KMT5B GNAI1 SALL1 SIM2 CHAMP1 KIF23 EPHB4 SP100 FAM126B PUM2 CCDC88A ARID4B OPRM1 JAG2 KDSR CACNA1A DZIP3 ACTG1 ITSN1 CADPS2 NFIB CBX5 OGN PMPCB PMEPA1 PFN2 GSK3B SYNE1 DUSP10 TUT4 PRDM12 PLEKHA7 FBXO45 ULBP1 EPC2 ATXN1 PCLO DCUN1D3 DIRAS3 STARD5 PRR32 ECM2 GNA14 MCC ZDHHC21 PTBP1 UQCC1 GAS2L3 GPC6 WDR7 RNF217 SMAD2 USP6 ADPRH MAP3K4 KMO FNBP1 TRAFD1 ZNF28 DOP1B RRAS2 FST MARF1 AAK1 ING5 KDM4C CXCL9 TNS3 ERCC6L2 TRIAP1 POGLUT3 ZNF616 EMC3 GABRB2 NEGR1 SIPA1L2 ADAM10 CREBRF USP32 OTUD7B IFNAR1 STXBP1 LRP6 MIR4520_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4520_3P TP73 LGALSL SLC38A2 GLG1 BCL2L1 PSMA4 KISS1R A1CF MMD2 PGR PITPNM3 C21orf91 PALLD VIPAS39 RAB10 MAST4 CD46 PTPN5 HS6ST2 TNS1 PPP1R3D TTC19 KIF2B ABAT GRB2 SORCS1 IPMK CDCP1 ITGAD PSMA3 BHMT2 HBB PAPOLG CCNL2 PCDHB7 OSBPL11 GSPT2 ELAVL1 NEDD4L TRIM41 ZBTB34 DIXDC1 SIGLEC6 PRSS55 PCDH17 POLR2C PLEKHA8 HSPH1 ZEB2 SCN1A MYOCD BBOF1 CDCA7L FBXW7 H2BC21 EVPL RHEB CDK6 ATF7IP2 USP49 TBC1D16 PIM3 USP6 RAPH1 PGBD5 SLC25A15 GIGYF2 COL4A1 AAK1 SOX3 OGA TGS1 NFIB BMPR2 KCNQ3 CLINT1 TENM2 KCNS2 PGK2 ASPN HNRNPDL C1orf52 PPP1R12B USP32 WWC3 SMPD3 MECP2 SPIN3 ASCL1 SPOPL LRP6 MIR6782_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6782_3P PAQR6 FECH RNF220 MEF2C BMT2 GFM1 HIPK3 AXIN1 DCAF17 PRKAR2A ACBD5 EXPH5 DYNLT1 ELMOD2 CPEB3 ZFAND5 ZNF33A SEMA6D REST IPO7 CNTN5 CCDC83 ITGAV MOB1A IKZF2 FSTL1 YPEL2 SEZ6L ZNF184 ZFX STXBP5 MFSD4A ARIH2 IRF2BPL USP13 CREBZF CDCA7 KLHL23 GOLPH3 BRD1 DOCK11 TRPS1 SGMS2 SUSD6 USP25 PDGFC VSTM2A ARHGAP20 ZNF143 KCTD10 SNX27 NRN1L DOCK7 THAP2 PI4K2B ECM2 GNG5 ZBTB43 LAMC1 ATP1B1 TSHZ3 MOSMO ONECUT2 MYNN RBMXL2 RIPK2 PIP4P2 SLC18A2 KLHL36 FAM199X GBX2 TNRC6B CLINT1 ZZZ3 PTPRB SLC5A8 BTG2 SMC5 SESN3 ANKRD12 ABCA10 ZFAND6 GOLGA8N NXPE3 BRD3 NR4A3 NFASC SOCS5 MIR518D_5P_MIR518F_5P_MIR520C_5P_MIR526A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR518D_5P_MIR518F_5P_MIR520C_5P_MIR526A_5P NUDT4 LILRA1 AMZ2 SIKE1 PRRC1 NR3C1 SEMA6A PPP4R3B LPGAT1 TRIOBP NRCAM CNNM3 KCNIP2 SAV1 HMGN1 PTGES3L TBR1 COX20 KLF15 ECHDC1 ZCCHC10 FLI1 LHFPL5 NXPE3 C6orf136 G3BP1 ZNF45 BCL2L2 KCNJ14 BEND4 ACSM3 ZNF823 MSH5 NCEH1 SLC25A33 RB1CC1 FLT3 HOXB9 RBM27 GHSR USP8 HMGB3 EGLN3 NCOA2 ZSWIM6 ELOVL6 TFRC GALNT11 DCAF10 MED4 SS18 TMEM170B PTPN21 JPH4 TXNRD2 LCP1 TMEM65 FAM174B NMT2 LSM8 ZNF512 DLL3 CCDC91 CLK4 SCNN1B RANBP2 NFIA HYKK ADGRB3 OSBPL6 DNM3 TRIM10 GIPC3 PLGLB2 PRRC2C ARL2BP CHORDC1 EWSR1 SFT2D3 CREBRF HIPK1 PLGLB1 FBXO40 AJUBA RELL1 TMEM87A RP1 CNTLN FGF7 MIR4639_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4639_5P MBOAT2 CRH CAMTA1 BVES ZNF281 CPSF2 MED29 ANK3 NRG2 SLC35A5 ST8SIA5 MAGI3 CHD9 RRAGA FOXP2 OR2H1 FTHL17 SLC6A8 AMELX TMEM126B AMELY CCDC117 CRISPLD1 CNOT7 KCTD3 ZPBP2 EDIL3 CPD NUP50 ZNF236 PRICKLE2 GABRA1 YEATS4 IRF2BPL SLC35F3 PPCS DCAF12L1 GOLPH3 WASHC2A STXBP5L ANXA7 PHYHIPL DDHD1 CACNA1B KHDC4 PFN2 KDM4A KRT28 MAP4K5 MRTFB ZNF737 MIPOL1 FMNL2 NFATC2 GJB7 MCTS1 BLOC1S5 OPRK1 CHN2 PTPRB UBE3C ZBTB20 WASHC2C ZBTB21 MYO1D TET2 KRTAP3-1 ZNF710 SV2C TOX BMP3 GALNT16 NEFH TDRD7 HIF1A USP48 ANKRD20A1 CLEC1A ATG4C CCDC85A RNF216 PRIMA1 B4GALT1 PKIA FREM3 ANKRD20A4P PTPN4 MEDAG HYDIN CAB39 UNC13D NRG4 MBNL2 BICD2 EBLN2 STK39 ANKRD20A2P LRRC75A DYNLL2 MIR4714_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4714_5P KPNA1 TAF1B PHTF2 TCAIM CAMTA1 CEP85 PRR20C TMEM41B MAP4K4 SNAP23 ADAMDEC1 LRP8 ZNF595 COX11 ZNF273 C1orf198 LAP3 C6orf62 NEFL PRKG2 ACSM5 PGAP4 ZNF780A TSPAN6 GINS4 SELENOT G3BP1 STX16 PRR20A FAM169A HADHA C9orf64 FAM53A PTPRQ TTC7B RNF170 SAP30L ZNF674 COL21A1 PRR27 PRR20E GABRA2 ZNF37A DUSP4 EEA1 MANEA ZNF805 SVIL ATP8A2 TBP CUX2 ARHGEF38 PTPN11 DDX46 SH3BGRL2 ZNF71 ETNK1 YTHDC1 MAP2 DST GAGE1 SHOC2 PSMC2 KCNB1 MDGA2 ONECUT2 AKR7A2 SV2C TECTB PPIE IKBIP RPH3AL HRH4 DEGS1 SESN3 PPM1E SLC25A15 LCT GFPT2 ABCB10 ARL8B SESTD1 ARL6IP6 HOMEZ PRR20B SLC30A4 SLC45A3 TNS3 ZNF77 FAM78B GCNT4 GABRB2 ZNF718 SLC22A3 SERTAD4 KRT12 PRR20D SMLR1 STOX2 RHOU ZNF721 RASL11A RPL31 C17orf67 LRATD2 MIR6756_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6756_3P IPO5 MPP2 CASTOR2 CLIC5 PCSK1 RCAN2 FAM155B EPB41L1 CLSTN2 CCDC120 MATN2 VLDLR TBC1D22B PAFAH1B2 EI24 NFAT5 TTC17 TMEM164 KCTD15 ADRA1A SH3BP5 EPHB4 PPP2R5B ZBTB10 FOXG1 SINHCAF ZBTB14 KLHL14 PHACTR1 CHD2 RTN4 VGLL4 NAP1L1 SPTLC2 THTPA PLK2 PPM1A SAMD7 TRIM65 ARRB2 NFIA ZC3H13 ICA1L CCNK TNRC6B DOK1 UBE2K SDC4 CELF2 KDM4A NTRK3 CALHM2 PROX1 CTDSPL2 DDX6 ERGIC1 RELT C2orf88 XKR4 CLTC C3orf70 BEAN1 SLC1A7 LSM2 EXOC6 SQLE LSAMP PCSK6 HP1BP3 NUP35 DLL3 IL19 AGAP1 RAPH1 SLC25A37 KDM2A PLPPR5 PPP3R2 KPNA6 BOK TMEM72 ILDR2 HDAC1 FAM218A SEMA4C PTPN4 DGKK COL27A1 BNC2 TMEM86A PRPF19 ZDHHC22 POU2F1 CPEB2 CLOCK HMGXB3 VKORC1L1 PIKFYVE MIR4752 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4752 RABGAP1L TCAIM PPP4R3A AGPAT3 JPT1 FN1 TMEM217 SEMA6A MAP1B DGKH ZKSCAN3 RORA ALCAM KCNMA1 KLHDC8A DNAJC6 ASB15 NQO1 MALT1 ZBTB20 ANXA11 BECN1 FRG2 E2F5 GLT8D2 GDF5 ZCCHC12 RAD23B ITGAV PROSER1 ZNF33B FMOD STX17 TDRD15 PDXK FIGN DHCR24 ZNF135 GUCY1A2 PICALM PJA1 APPL1 ZNF74 EIF4E WIPF3 ADH5 TMEM204 TEP1 SPPL3 PTPN21 CLVS2 MPHOSPH8 CD160 GDF10 SLC39A13 ZNF547 SCLT1 CRYBA1 CAMK2D BRWD3 NEDD4 FBXO30 ATP10D C4orf45 BTD UBE2G1 SLC2A13 SESTD1 TNFSF14 BCOR MYLK4 DPT COL19A1 PHIP ZCCHC18 UNC5D ZNF189 C5orf15 CETN2 PASK SCAI KCTD16 MZF1 TRAPPC8 AREL1 LRP6 MIR3171 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3171 SOX6 FANK1 HAVCR1 ZNF133 ZNF566 PPP6R3 MIER3 TRIQK SERPINB10 JADE1 NCAPH ESPL1 NEMF ZNF268 F13A1 G3BP2 MTX3 CNR1 ZNF292 STAU2 UBR5 MEAF6 OIP5 PHF12 PRDX6 PLA2G4A TSPAN32 SHC1 SET PHKB PLAAT5 STXBP5 LRP11 F8 AASDH GUCY1A2 SMARCAD1 OSBPL8 RGS18 UNC80 YME1L1 PLAAT3 GABRA4 LHFPL3 PNPLA3 RLF TACR1 FBXO33 ECM2 MED12L PNO1 RNF138 TRAPPC10 IRF4 LTBP3 PPIL3 THSD7B GPR6 LOX ZNF678 SPATA1 LATS2 ZKSCAN4 NDUFS4 FOXN3 PCDH10 MAPK6 ST7L PSMD14 ZNF714 EYA1 KAT6A ITIH2 PIGM POLK ADGRF1 TAFA2 MIR12117 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12117 MEST NWD1 DYNAP AKR1B15 NCOR1 CHN2 KCMF1 PRR13 LPGAT1 ABI2 YWHAB QKI PRUNE2 MYLK3 TM2D2 MKRN1 POU1F1 THTPA R3HDM1 E2F5 CRISPLD1 AFF1 ACTL6A COL4A3 RPL26L1 CSDE1 DUSP28 NDST3 NDUFA4 CASZ1 DLG4 GTF2IRD2B PDE7A OSBPL3 ARID4A AKR1B10 ACIN1 COL6A6 FGR KLF8 ELF1 CHRNA3 HPSE HCN4 MMP2 ITPRID2 GNRHR SLC25A30 ZBTB20 GTF2IRD2 PAPSS1 COPS2 EBF3 WDR7 DBX2 ZNF704 HP1BP3 ZNF561 ACAP2 PIK3CA ELL AC012236.1 DNAI4 C1R POLR3K NAGLU SLC25A53 RTN4RL1 SLC11A2 YBX1 WIPF1 RNF13 ADRB3 ADAMTS6 PRKCA WWP2 TTR SSU72 RLIM ACSL6 NUFIP2 ERAP1 TMEM132C PAWR FAM228A SMIM15 SH2D1B DOK2 TMEM245 ZNF492 MGAT2 TNRC6A PLXNC1 PHF6 MIR4711_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4711_3P ACSL3 CCNYL1 KCMF1 MFAP5 TENT2 A1CF RCAN2 FN1 RBPJ TBCK GRIK3 IDI2 ZFP90 RHOH ROBO2 TNFSF8 DCDC2 SP100 MGAM2 SIK1B ZMYM1 EPHA3 KCTD1 ZFHX3 CREB3L3 PTGIS LRP1 SORCS1 TBL1XR1 PRRX1 XPOT TSHZ1 ISY1 TRABD2A LINGO2 RSRC1 SLC25A26 PCGF3 TRAPPC3 DBT DCTN4 CCN3 PPFIBP1 TACC2 MXI1 ARFGEF3 CACNA1B LSMEM1 TMPO LRRN4 SATB2 TRUB2 IL12B TNFSF15 HNF1B TMEM154 IGF1 EFCAB2 DNAI4 ZFHX4 KMO MYOZ2 TCF12 HOXA4 MRS2 PLAAT2 CBLN2 KLHL18 ABO PRKCA RPRD1A ILDR2 ZC2HC1A TTR RFX3 KIAA1522 SIK1 WDR26 ABCA9 SORL1 MECP2 SYNJ2BP MIR5585_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5585_3P CHCHD3 SYNPO2 KERA ADGRG6 EIF4A2 RAB3GAP1 SRSF7 RBM24 CADM2 ASB9 SLC4A7 URI1 WT1 GALNT18 LIMA1 THRB SGCZ ROBO2 HNRNPR PRSS37 XRCC4 TTN PIK3R4 NRG3 MOBP ABCA1 AOC3 KL LIN54 MARK1 FYB1 SMARCA1 SH3TC2 ARHGAP5 SGIP1 MROH9 SLC17A9 KLHL15 LARP4 MDH1 PXYLP1 CCDC82 PIGA AIFM1 API5 IGFBP5 GSPT1 MPP6 MIPOL1 ETFRF1 LNX1 PPARGC1A INSM1 PRKCE SLC19A2 FBXO4 RNF2 FAM169B NEUROG1 LCN15 PIN4 CASP14 ZNF624 INTU COL10A1 ZSCAN25 EIF2S1 EFCAB7 ESYT2 ARL6IP6 TMEM135 BRIP1 MT1B ZNF180 CTSK ZC2HC1A CNTN1 STRN SOS2 DIP2A CRYBG1 PYROXD1 CYBB MAB21L1 SEC24A HMBOX1 PIKFYVE FAM217A RGL4 MIR10393_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10393_3P PCDHA2 PCYT1B ZNF485 CNOT2 GPX8 NR3C1 CRIM1 TRPC5OS RNF170 AGAP4 LRRC38 LAMA3 RAB5C NGFR COMT NOP9 KIRREL1 PCDHA13 TNFSF10 ZBTB14 TERF2IP TAX1BP1 COBL AGAP6 ATP6V1A MAP3K2 VGLL4 TUBE1 POLH LTA GPR3 GASK1B BCL11B DCTN2 CPPED1 PCDHA12 NFKB1 AP3D1 F8 ARL3 ERRFI1 MAN1A2 ADAM21 FGFR1 AKR1B1 INVS ZNF280A SMOC2 NIF3L1 CCDC39 PCDHAC2 PCDHA11 VGLL2 CDK8 LDLRAP1 PLEKHG1 VPS54 AGAP5 CTNND2 PCDHA7 PCDHAC1 EEPD1 PCDHA10 AP4B1 PKDREJ CHD1 SLC7A6 GTPBP10 SENP1 KDM5C PCDHA6 STON1 AGAP9 YWHAE THSD7B PCDHA1 FKTN YIPF4 FSCN1 IFIT2 ARHGEF17 PCDHA5 ENPEP SFSWAP AGAP11 AZI2 IP6K3 BTBD10 RANBP6 PTEN NLGN4Y TRAK2 CSGALNACT2 RPA1 PCDHA8 PCDHA4 SLC25A5 GPCPD1 NDRG2 MAB21L1 PCDHA3 SOX8 RTL5 DOCK3 LRP4 TFB1M TECRL ANKRD27 RHOF MIR7703 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7703 UNKL MMD ASB5 CEP85 DMXL2 AMMECR1L FHL2 PDZD2 ZNF544 UPF3B CRYGN BOD1 CDK7 PCMTD1 ROBO2 CHD9 P2RY14 DCAF8L1 GATA6 CILK1 CD46 CTNNA3 DOCK5 REST TRAF3 IVNS1ABP PTPN14 PCOLCE2 MYO1B SELENOT SLC38A2 PDZD8 KLHL14 IKZF2 PAPPA FANCI NOX4 TMEM200A PRR27 DMD DNAJC30 TCP11L1 LUZP1 SLC12A5 UGP2 FAM172A RBMS3 IRF2BP2 PFN2 PTPRO BCAT2 GPR180 B3GALNT2 SPRED1 CHKA LYST ADAMTSL1 CDCA7L FAM181B TMEM144 NSMF FERMT1 SGMS1 MATN3 ZFHX3 SH3PXD2A RNF38 CHST1 BAHCC1 TEF THSD7B CREG2 BAZ2B FAM167B JOSD1 YIPF4 TLCD4 DCAF6 IFIT2 SYT14 ZNF773 HERPUD2 FAM240A SCUBE3 PTAR1 ROBO1 SLC30A4 PLGLB2 FAM20C TECPR2 GTF2H1 TREM1 SRPRA KIF5B SLC17A6 RNF135 VPS26B CHD2 HOXD9 TEAD1 PLGLB1 MTRNR2L5 AP1AR ZNF586 HNF1B GAA GRHL1 DPP10 HIVEP3 CLOCK RIC1 DLG2 ZNF208 MIR4662A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4662A_5P AGFG1 MDM4 CAMTA1 ASB5 STRA6 DNAJB4 HNRNPH3 PPP1R9A IRGQ ZYG11B CCNA2 NBR1 DROSHA NIP7 C20orf85 EPN2 LRRC8E EID1 STAMBP TRPM1 ABHD17B SRP14 TMSB4Y GMCL1 TBC1D7 ADGRV1 CSF1 CPS1 PTP4A1 IGF2 AASDH GUCY1A2 SERAC1 EPM2AIP1 WNT9B MTPN DAW1 ZDHHC17 TCTN3 INTS6 SPRED1 EEF1E1 EPHA3 ZNF850 STK32A DUSP6 SRSF1 POLQ ZDHHC21 NFE2L2 PTEN IRX3 FEM1C BCL2L15 SOBP AP000708.1 ANKRD50 ZNF124 RAB4B ANKRD42 GBP3 PURG HAL SMURF2 ACBD6 MSN COL6A5 GLT6D1 PTAR1 DNM3 SLC39A9 NCBP3 PANX1 SPATA46 RHOT1 GABRB2 USP9X RAB27B ING3 ZNF827 FER EFCAB2 CREBL2 MLANA PCDHB9 IQGAP3 SF3B5 CCDC141 YY2 TMEFF2 MIR4678 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4678 FARP1 ZCRB1 RAI2 C5orf47 TRMT13 FAM200B CELF4 USP44 TNRC6C DMAC1 TMEM9B PCK1 SPCS2 NSL1 DUSP1 SLC35F1 ZNF605 DVL3 TBC1D8B SETD9 UBL3 CCND2 LHFPL5 VPS37A PIK3C2A DDTL PPARGC1B MRPS33 GADD45A C9orf40 HECTD2 FMC1-LUC7L2 CCSAP ITGA8 ZNF225 CYP7B1 GHR DOCK5 FHIT EYA3 PFKP UMAD1 CREM PHYHIPL MYO5C DHX16 ELF1 C11orf97 FNDC3B TTLL7 CRBN DCAF10 PROS1 LUC7L2 NAP1L1 RUFY3 FHAD1 SMAP1 ANLN TMEM170B CHEK1 CLDN12 STARD3NL NRARP GPR155 ERLIN2 POC1B-GALNT4 ONECUT2 RELN ARID3B SNX5 JCAD PLD5 TLR4 WAC DICER1 C12orf40 TMC7 CCDC71L ZNF334 ADAM9 AQP11 WDFY3 MYCN ATG7 PPP1R3A GLMN TVP23C GALNT4 TRAT1 DPY19L1 MBD2 TRPC5 COL27A1 MBNL3 MAP3K20 RICTOR DCAF4L2 SCYL3 TSR2 POU2F1 CPEB2 WAPL ZNF462 DOCK3 GLIPR1L2 CFAP300 MFSD8 ZNF695 CCNG2 GNG2 SYT1 MIR152_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR152_5P FAM219B C21orf58 LYN ADGRG6 ZNF281 CRIM1 RALGPS1 NID2 SEC24D CAMKK2 FAM107B CABP1 CHM LTBP2 KCNJ4 EYA3 SLC6A15 FYCO1 ELP1 ZNF410 CC2D2A EEF1AKNMT TRPM1 POTEC PANK2 NBPF14 NBPF11 HERC4 PREPL KLHL23 TSPAN3 EOGT FBXO46 NBPF9 EDEM1 PIK3C2A PHACTR2 RBMS3 DDAH2 RPS6KA6 KCTD12 SLMAP TUT4 NBPF3 NAP1L1 TCEAL5 FAM122C AK7 NEXN POTEA MED13L PGGT1B FRMD6 ONECUT2 NBPF8 NBPF20 TAZ B4GALNT1 ARL4C TMEM117 NBPF15 RREB1 PDS5A KRT4 VAMP3 PLEKHS1 MFAP4 ANO3 PHKA1 NAA30 ENPEP UNC13C KPNA6 CLVS1 ARHGAP6 ILDR2 GTF2H1 NBPF1 UBN1 TMEM150A EARS2 ZC3H6 CREBRF SNAI3 POLR2L SMPD3 NBPF12 GLI3 POU4F1 LARS1 CLOCK TNFSF10 MIR4659B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4659B_5P IFNA17 POC1B PRRC1 ZNF384 DUSP12 MACIR RARB ZNF431 TESPA1 BZW1 SPRY2 SH2D4B MARCHF7 LBH RAD51D SEMA3A WIPI1 NQO1 SOGA3 SEC24A RBMXL1 LRRC15 RAD23B TBL1XR1 FRS2 RAB6C CEP97 RAB6A LMLN COL13A1 CLCN4 CKAP5 CFL2 KCNB2 CYRIB KIAA0753 GPNMB DCAF11 ZNF677 TEF SOX2 MS4A3 LRRFIP2 TMEM132D FSD1L DEK ZNF365 SAMD12 CLASP1 CCDC82 COL11A1 SLITRK3 RAPGEF2 WASHC5 ENHO ABHD13 EIF5AL1 SS18 ANTXR1 RNF169 CERS2 CSPG5 HTRA4 IFNA10 SMURF1 LRAT ZNF575 TSC22D2 NSUN7 ZBTB2 SOCS7 RUNX2 SMG7 CREG2 KIAA0408 RSF1 PATE4 CAAP1 SLC35E4 CRACDL COX15 DNM3 FEM1B TMX4 TMEM72 SLF1 DBN1 PTCHD4 HMCN1 STT3B CDK14 BNC2 PDS5B ZNF714 CEP350 TAF8 NR4A3 EPHA10 SMG1 MIR3605_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3605_5P FCGR3B HMGN3 IFT88 C5orf38 GATAD1 RINT1 UTY FAM155B CCDC96 ZNF285 KRTAP9-2 TSHZ2 FAS PLCG1 TMEM254 MSTO1 RUNX1T1 SEMA3A LYRM1 C4BPA CYGB APOLD1 POU2F2 FCGR3A ZNF426 NRG3 PPM1A KRTAP9-8 LRTOMT ABLIM2 GUCY1A1 KIAA0753 SMG7 ZNF322 ATN1 IRX4 PRKACG KLK5 KRTAP9-3 CLRN1 MEX3C TXLNG SLC6A17 CASTOR3 IBSP ZNF737 SLC43A2 DCAF10 RAB3C STX5 SPATA31D4 CASK KCNK5 NLRX1 NOLC1 EOMES DDT FAM169B CD93 CFAP92 CX3CL1 KIAA0408 FOXO1 TSR1 COX15 ARL6IP6 TMOD2 KCNQ3 CHRM1 RNF157 NSD1 SPATA31D3 NRROS GTF2H1 RUNX1 SLC6A1 NOVA1 DARS2 MBD2 KLHDC10 RAB6B ABCA9 BCAM CBFA2T3 ADORA3 GRIN3A LZTS1 CDKN2AIP UBP1 STXBP1 MIR5572 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5572 NUDT4 SSX2IP DAG1 CBX6 CBX3 ZNF32 SOGA1 H2BC18 TMEM25 HOMER1 MSS51 CTBP2 PCSK2 TFAP4 ZNF345 PTPRA C1orf141 MEF2D LRRC18 JADE3 ASIC3 WWTR1 PCDH15 SRGN TGFBR1 LYSMD3 SLC25A23 SSH2 COL9A1 SLC6A15 NKAPD1 GUCD1 CC2D1A CDK6 FOXP3 CLIP3 TMEM214 KIN GPR55 IGF2 ELAVL3 WNT4 RAB31 ZNF385A IMPG1 PIGA ZNF143 CAMTA1 PATZ1 GNA13 ZDHHC15 EPHA3 AFDN LCLAT1 ZNF629 KRT13 RIMS2 HELZ TMEM199 MIOX PPP6C PRAF2 SPRED3 TLN1 PKNOX2 SRPRA UBAP2L PPP1R9B TNFRSF11B DLX3 NCR3LG1 KIAA1549L PDGFRA NAP1L5 RABL3 TAOK1 SHTN1 N4BP3 WIZ MCCD1 BRI3BP ATP5MG MIR606 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR606 MBOAT2 PAX6 ZNF280D LTN1 WTAP ELP4 MBNL3 UBE2D3 TCF4 ARPC1A DCLRE1A ANKRD50 ANKRD13A REPS2 ACVR1 GPR34 EYA1 XRN2 PTPN13 CYLD RIMS1 TUBE1 PROSER2 HEPHL1 RGS17 APOOL SCD MYT1 TRMT11 ZFAND4 SMARCA5 RAD51 DNAJB5 RASSF8 SVIP SCN9A CDK2AP1 CAV2 HSPA4L SLC10A7 PRTG COL25A1 KIF14 RPP30 MAP1LC3B ZNF16 HNRNPU RMDN1 SOX11 MPHOSPH9 ACADM ZDHHC21 CNTNAP2 VEZT RUNX1T1 KDM7A PPM1D SFRP2 FDX1 RAD51B CNST CCNA1 CPSF6 ASNSD1 HNRNPC ZBTB8B CD44 BOD1L1 EPHA4 CXADR SCG3 RBPJ SESTD1 SFRP1 MED23 SLC7A11 STC1 MBNL1 GNPTAB PRKCD HFM1 TBC1D15 NUFIP2 BRWD1 SCAF11 RBM8A POU2F1 POLK DDX60L HRG TNFSF11 ARL15 MIR3622A_3P_MIR3622B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3622A_3P_MIR3622B_3P MBOAT2 HMOX2 ZNF148 AFF2 SLC43A3 UBN2 KCMF1 MKNK2 HIPK3 SPATA13 SCRN3 ICE2 PTPN1 MSANTD4 RCC2 BACH2 C6orf62 DYNC2H1 TMC7 CELF5 CMTM4 ZNF268 ZNF280B TNPO1 SV2B MAP4K4 CHL1 EXOSC3 BEND4 PIK3CG AOC3 DPY19L3 SLC35D1 SH3TC2 SLC39A14 EPHA4 SPRY3 SETD5 RAB39B BACH1 TXLNG S1PR5 MAPK9 TDRKH CABP5 PCSK2 KRTAP2-4 SLC25A36 ZBTB43 CHIC1 PAQR9 SRSF2 MYBL2 ZNF705D SPTY2D1 HIP1 RIMS2 PXMP2 DPH3 RIMBP2 STXBP5 PGGT1B ZMAT2 BAHCC1 LCOR FAM118A LY6K GDPD1 ATXN1L PHLPP1 KIDINS220 LMBRD2 NEUROD4 KLF6 NAA30 STK38L CAMKK2 CLDN22 NRIP1 BOK GRIK4 XKR7 CSTF2T C16orf95 SOS2 CFHR5 SCML2 DCP2 TMEM229B CTNNA3 SIPA1L2 KIAA1549L PTPN12 FHL1 INAFM2 CLOCK UBE2D3 GNB4 AMZ1 MIR5000_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5000_5P SLC38A2 RELA GOLT1B CRYZ SSBP2 SAMHD1 ELOC GEMIN8 PSENEN LBH SALL1 CILK1 CA10 CPEB3 INA RBM28 SPON1 SH3D19 PHTF2 CSNK1G3 CD59 CDK13 ENY2 XRN2 ZNF292 GRB2 CDIN1 STAMBP UBE2U TRMT5 SP1 GPR160 UQCC3 CHKA RASGRP3 KRIT1 NTNG1 MDM1 SLC12A6 ZNF322 MAK16 ERCC4 SOX2 EMILIN3 ANKRD29 DNAJC21 HEPN1 BPTF ATRAID HBD RC3H1 LEPROTL1 KALRN SPRING1 PMEPA1 ANXA4 SLC26A5 OGT TUT4 DNAJB9 PLA2G3 RAB3C ACVR2A BAMBI ZBTB8A PTPRB GOSR1 PIAS2 ITCH RUNX2 SETD2 CDR2 SNRPF PPP1R1C EMC1 ZBTB6 COPS7B FUBP3 RNF13 DENND6A SIAE HDDC2 RAC1 PLK2 ARGLU1 ADAMTS8 PPP1R3A FAM78B GTF2H1 CD81 VCPIP1 CSNK1A1 NOVA1 TTC33 DR1 SLAIN2 MAPK8 MTM1 RNF212B ZDHHC9 NFAT5 UBP1 MIR4680_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4680_5P CREB5 ZNF195 AGO3 CBLB MIER1 ATP11C SLAMF7 CTBP2 ECPAS MAP1B GALK2 ANKRD13A SC5D SALL1 ZNF532 UBA6 SAMD9 ARHGEF9 ZNF814 GIPC2 MAP7 HAUS6 CCDC88A ZNF606 FYTTD1 VAPA TMSB4Y IER5 TRAPPC2 CNKSR2 PTCD1 AXIN2 DNAJC14 DIXDC1 SMARCC2 WASHC4 NFIB ATP5MF-PTCD1 ZNF14 PHTF1 PRCP ZNF655 NIN MSL1 SCUBE2 PSMD12 GALNT16 ZNF641 RNF114 FAM166A HYKK UBFD1 XPO5 SESTD1 KMT2A NOG CWC25 PACSIN1 EDAR NOVA1 MAGI3 CYRIA SMARCA2 PRKG1 ZNF492 USP34 ZNF776 NR1D2 LRATD2 ZNF586 MIR6846_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6846_5P LFNG MPP2 CASTOR2 CRHR1 NCDN IL27 OSBP2 MLF1 SRRM3 MMP15 GEMIN8 CPLX2 PEDS1 SIRPD HNF4A DISC1 DVL3 MYORG USP21 SLC12A4 TNFRSF10B USH1G BMERB1 SYT7 HDAC7 NFIC CASTOR1 GPANK1 EIF5A RPUSD1 TPSAB1 SEC11A SCUBE3 CMTM5 KCNAB2 IGF2 LSG1 CDK16 INKA2 FGR CNN1 NAPA SCRT1 FAM53B OR51E2 B3GNT7 IQSEC2 PRSS8 NACC1 NAT8L B3GNT3 GALNT6 FOXK1 LRP10 ARG1 SRD5A1 SCNN1A SPRED3 UBE3A MDGA1 NOVA2 NTSR1 CHP2 CCDC97 ZC3H7B WNT1 SLC8A2 DDX39B PRKCA NDEL1 ABTB2 PPP1R9B SIT1 NCKAP5L ADGRL1 CPLX1 MIDEAS CHN1 SHB TPSB2 TCEANC2 KCNJ10 PDGFB MIR628_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR628_3P SEPTIN7 LIN54 HIRA FCHO2 DELEC1 CBX3 ITCH ZFP82 RBM41 MBNL3 RICTOR ALG9 RCN1 PPP3CB ARMCX3 NSL1 KLHL28 ENAM ELOC NEPRO FBXO30 SMCHD1 PIGX ZNF300 DCAF8L1 GPM6A CPSF6 ATRX VTA1 EPHA7 CR1 LSM12 VAMP2 TRIM9 PAK5 BTK PAIP1 HSPBAP1 CRIPT ZNF197 ZBTB10 DDX5 SLC40A1 SINHCAF TBL1XR1 SGCD SPAG1 ZNF606 DGKI PCDH9 MED23 FAM155A MS4A6A BEND4 FRY RBFOX2 SCARF1 AIDA KLB DERA NEXMIF PIP5K1B RCCD1 PDCL JMY MEX3A ZNF449 ARFGEF3 ARSJ ZBED4 SLAIN2 IPP STK4 TUT4 SH2D1B ABCA13 PTTG1IP FAM47C ADAMTS1 POLK SMG1 ALKAL1 TIMM8A MAMDC2 NUP133 MIR1267 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1267 ESRRG MBOAT2 CAMK2D ITGA6 ALG9 MAP3K12 SALL1 ELMOD2 ZBTB26 C5AR2 FUT8 DYNC1I2 SMIM8 RUFY2 CDK1 PTGER3 DIO1 DIO2 ARHGAP27 RAD17 BNIP3 TNFSF13B TUBE1 PLEKHM1 CSRNP3 PTPRO CFAP91 LYNX1 SOX21 PHYH ANKS1B ZFYVE1 TMEM196 GALT SHROOM2 GPR4 COL11A1 ZDHHC17 TOE1 ZBTB1 LHFPL3 ANTXR1 GNRHR FIBIN ITPRID1 MDFIC DDI2 RUNX1T1 PPBP SPOCK3 RNF114 MAN2A1 PRKD1 RIC8B SCUBE1 FRK ABCB10 ARHGAP32 ZNF37A SCN1A PKHD1 ZBTB24 USP42 SKA3 ZNF682 BBS10 ZNRF3 PRKG1 CYBB FAM91A1 MBNL2 MMP13 ZNF195 ANO8 MIR6829_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6829_5P FAM114A2 TMCC2 MYO1C SND1 CDH5 CFAP61 MRAS WARS1 COX7A2L OPRPN PML ENTR1 POM121 FOSL1 VPS37C GAS7 RGMA PDZRN3 FAAH NFIX ADGRD1 SFTPB KLF8 ELOVL6 PMEPA1 HAP1 NKAIN2 FAM53B SLC36A1 CLIP2 XKR4 SAP30BP C12orf4 VAV3 DISC1 ANKS3 NIT1 NRARP ZNF540 CNPY3 POM121C ZFAND3 ZNF385B BCL2L1 ACAP3 FRMPD4 GIPC3 TLX1 PDE4D ZNF609 STK40 PYROXD1 VDR TMEM127 L1CAM ADGRL1 ZER1 PRAMEF25 MBTD1 NCOR1 DRP2 MEGF9 TRAPPC9 ZBTB46 ZFP41 POLR2D CCDC65 KREMEN1 ZCCHC24 CDR2L RNMT TMEM239 IQSEC2 CLEC16A SMG6 TRIM29 REXO1 INHBC PLXDC2 KIAA0930 SLC7A1 NTSR1 USP30 MFN2 ARNT2 RBM38 KCNIP3 ANKRD52 TRIM66 SEMA4G DPY19L1 SDC3 LCN1 MMAB CD3E TXLNA GJA3 LARP1 MIR6748_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6748_3P ICMT ADNP SMARCA4 KCNS1 PPP6R3 TMEM71 TNRC6C SCN8A TANGO2 CYREN LIMS2 PDSS2 ZDHHC3 LOXL3 GDNF TM9SF4 POMGNT1 CCDC88C SLC1A3 NR2C2 UNC5A RDX IQSEC3 NPTXR SYNPO2 UNC5C ARL10 METAP2 ATP13A4 SNRPE EIF2A HMGN2 CTDSPL SMCO3 OAS2 IQGAP1 TIRAP VANGL2 TATDN2 PRSS8 PODXL NAP1L1 TACC2 CBX7 PTPRB PIWIL3 FUT1 SEC14L3 EPO LGSN ANKS1A SH3PXD2A GLUL ELFN2 MGAT3 TBC1D16 ACP2 MEF2D MAP3K19 WDR91 HNF1A AAK1 CAMKK1 BMPR2 HIF1AN ABCF2 EGR1 FOXN4 NMRK1 SPEG PIK3C2B FAM221B GLI2 FABP5 KREMEN2 MED31 GPR61 CAMK1D CCDC191 TPPP ABHD15 MIR6882_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6882_3P PRDM16 AFF4 CACNA1E CBL SYN2 SPATA13 SYNPR MAP1B SLC9A5 RFXANK RAPGEF1 RGS2 PURB NCAM1 JADE1 ANKRD13A TGFBR2 CSNK1D TRPS1 MTF1 RUFY2 ZC3H12B ZNF544 CDK13 FUT9 PTPN13 TIMM23B ACVR1C C6orf89 MAGI1 C1orf68 ZZEF1 KREMEN1 DTNA RNF216 GRPEL1 CAV3 CENPV ASB6 SLC2A6 RRN3 ZNF699 PTPN2 OAS2 ELOVL6 TFRC POGK HEG1 PPM1L CUEDC1 ARIH1 TACR3 OTUD4 LIMK2 ADCY2 TYRO3 PID1 RAB32 CNKSR2 PLCXD3 CARMIL1 DCAF1 GLRB PRSS12 TMEM170B SYT9 SNRK GIGYF2 MAP2K4 COLGALT1 MYCBP ZFAND3 VEZF1 WNT5A SEC22C RUNX2 FRYL SEPHS1 GATM HOXA4 TNRC6B SYT14 RTN4RL1 NCS1 WWC2 AKIRIN2 DISC1 NAV3 AFF1 DPY19L4 STK32A TMX4 CHGA WNT10A AQP2 PRKCA USP42 PHF8 CUL1 ALPK3 TMED1 FBN2 DCAF7 CREBRF OSM MECP2 LIN7C DAB1 TCF7L2 DDIT4 FOXP1 SLC16A14 AKT3 MIR7852_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7852_3P ESR1 SOX6 TCF12 RNF220 IL6ST NR3C1 SLITRK4 SRP9 SOAT1 CENPM MCTP1 MAGEA10 CDYL KIAA1841 RAP1GDS1 KLHL29 ZNF367 KAT2B ARID4A PARPBP IPO7 RBIS PEG3 MORC3 FAM47E-STBD1 UTRN IL33 ERICH1 SPDYE3 HERC1 PRR27 SCARA5 EFCAB1 FRMD5 SREK1 CLEC12B NHS RAB39B FRMPD3 MSI2 STRIP2 CAGE1 GABRA4 RBM47 ASH1L KDELR2 PTCH2 GCFC2 MTERF3 TRIM23 TDRD6 PATZ1 RAB40B ULK2 CRTC1 RNF114 TAB2 CALB1 RAB8B TASOR2 HLCS ARL6IP6 ZNF697 MRPL3 ZNF268 SLC5A8 STBD1 ICOS MIER1 CIITA MEDAG SP4 NF1 COL15A1 JMJD1C MIR3922_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3922_5P CASTOR2 C10orf105 RNF11 ERG PLA2G4C SPSB1 SLC5A9 RIMS1 CYP4F11 TP53 RAB10 TM2D3 NIP7 HDDC3 PGAP1 RIC3 JARID2 PRKD2 ABL1 ARSD SEC61A1 TNPO1 TES OVOL2 RNF214 ZNF500 SP1 SHC1 ZFX GLCCI1 VPS37C ARL10 ANKH RPRD1A ZNF451 DEPDC5 EMILIN3 YTHDF3 BTF3L4 KIF1B UNC80 USP1 RAB5B GALT LENEP BCL11A ARSJ RBMS3 BUB1B FKBP3 KCNMB4 PAX5 CHRNA1 NAP1L1 B4GAT1 GAGE1 PCDHGB5 AKAP13 PTPRT GOSR1 RXRB GPATCH2L MARCHF8 USP49 ABRAXAS2 CD47 RNF130 PTPRG TAB2 ANKIB1 CNGA2 TCF12 BTG1 CIT TNRC6B STX2 TLCD2 PIP4K2C RNF13 MAP2 TEPP ESYT2 ARPP19 HNRNPH1 TRHDE PGS1 MAGI3 TRPC5 RPAIN LSM10 FUT4 GID4 ERC1 ZDHHC22 ABHD4 PCDH19 TNRC6A ARHGAP35 CKS1B RFK SRPK1 AP000439.2 ARL15 FSTL5 MIR618 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR618 NCOR1 ZKSCAN8 ZNF302 DMXL2 C17orf75 EIF4A2 PRAME CDC7 ELOC PLEKHB2 H2AJ SNX14 CAVIN2 HHIP SALL1 SLC39A10 OGFRL1 PLSCR4 TENM1 TGFB2 TMEM230 GIPC2 ATP11B USP38 VPS41 ITPRIP CBX8 ZFAND1 METTL6 PCYT1A CBLL1 SLC4A4 ZNF532 PAX3 UBE2A DCAF5 ZNF652 CBX5 NUP214 KDM4C DUSP10 C5orf24 UFD1 RAB1A AFDN YTHDC1 DENND5A KLF10 ITPRID2 IQUB CHEK1 FEM1C ROCK2 ITCH ABLIM2 FXR1 ADGRF5 SLC35F5 SIPA1L1 ZNF275 ACOX1 KLF3 GBP5 JAZF1 LSM1 PALM2AKAP2 KCNC2 MBNL3 PLP1 RASA2 KRT12 SEPTIN6 FGFRL1 XK MIR5693 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5693 STAM QKI PEDS1 CHD9 FBXW7 IAH1 FBLN1 DDHD2 CRISPLD1 AFF1 CYP26B1 PAPPA LUC7L3 FCF1 SYNCRIP PTPN12 RALA HNF4A MAK16 PHF20L1 PDE5A CCNT2 SNCAIP RRAGC RAB11FIP1 EPGN GOLGA8A GSPT1 NMT1 TATDN3 KIF6 GPR34 KCNB1 SDC2 KCNIP4 LRRC3B SNRPF ZNF516 PPME1 CA12 IRX2 CSTF2 GOLGA6D PHF20 KIAA0040 MRPS21 SLC4A8 DCX NABP2 CNBP RTL5 ATP2B1 PRKAA2 SOGA1 ZSCAN29 RORA AGXT2 ZNF280B CHD2 ARHGAP26 TWIST1 CPOX ROBO4 LMNTD1 SMCO3 MAP4K5 GPC5 APOBR RCN1 GOLGA6L10 SFPQ SNX18 GOLGA6C GOLGA6B STAG2 GOLGA6A TNS3 LARS2 ALPK3 FGF11 BICD2 PPTC7 ARID2 PPP3CB ANKUB1 PLA2G4E UPB1 KBTBD8 TEAD3 LRFN5 MIR96_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR96_3P COPS6 NUDT4 SDHD INPP5F SLC22A10 MORF4L2 TMEM41B MORF4L1 UBE2D3 WASF3 SFXN1 TSHZ2 BBC3 ARL13B SKA2 CACNB4 REPS2 PTBP2 DNAJC6 OGFRL1 CCDC89 C1orf105 ORC4 SLC6A15 HLA-DPA1 RWDD4 ITGAV ARHGAP44 STAU2 PLCB4 EPHA5 GPR63 SCN3A PRDM4 KATNBL1 STXBP5L CDK14 TTBK2 PTN ELOVL6 SPDL1 KITLG ZGRF1 PDCD2 DISC1 NEDD1 ASPA CIBAR1 CYB5R4 HNRNPC SATB1 C12orf40 SMURF2 SUCLA2 TCFL5 GCM2 HTATIP2 MAPK6 GFM2 RIT2 PINK1 NLGN4Y COL13A1 ALG6 SDHAF3 ZNRF3 MAP7D2 ZNF665 GLYAT SPATA9 NR1D2 MIR3201 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3201 SLC25A40 CTCFL TMEM265 ETV1 CACNA1D ADGRE3 MYLIP TBCK OPALIN TRAF5 LGI1 GCH1 ITGA2 TCAIM GPX5 CADM1 TRIM22 SLITRK1 DVL3 F2R ZBTB20 TENM1 ERP27 SGCD PHACTR4 DKK3 DHFR CADPS DARS1 NFASC ANKRD17 EPM2A EFEMP1 FBXL17 ELAVL2 FAM210B MGA ZNF197 VTCN1 PYGO2 IRF2BP2 NT5E PCDH9 PSMC2 C12orf29 OCRL MLKL NOTCH2 ERLIN2 MBNL2 THAP6 USP49 FNDC1 ATP10D CRYBG3 SLC41A2 S1PR1 PATL2 TAB3 JOSD1 ALAS1 STAU1 CDPF1 ZNF275 UBE2B IL11 FAM102B UTP25 PGM2L1 ATP5MF BCOR PTCHD4 CYP24A1 EFCAB14 GPATCH2L CHRM5 MAN1A1 FTO MAL2 LYRM7 BNIP3L TRIM44 PLEKHA5 RYBP MB21D2 MIR581 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR581 TRMT13 MAP4K4 HIPK3 DPP10 CYREN DICER1 UPP1 RORA DMAC1 ZFP90 JADE1 ZNF117 CCDC90B HAUS2 PER2 SPON1 CCDC89 PDRG1 PDP1 CTSO RAB7A ZBTB10 PHF8 ZNF138 SMAD7 LRRFIP1 ZNF559 POLR1F SUPT20H FOXD1 TUBB1 NFIX FAM124B PLAAT3 MGAM NCAN TNFSF10 PCGF2 CACNA1D METTL15 LRRTM4 TBK1 TLK1 CYP2C18 HNRNPU NIPAL1 OVGP1 LY9 NALCN RBM15 ODF3 ZNF708 TMEM154 ALDH6A1 UBP1 NSUN7 PLEKHM3 PIWIL1 TIGAR KCNC1 TUB LIN28A CLDND1 ITGBL1 BPNT2 FOXO1 SLC17A1 NR2C1 SRPRB DEFB110 ZC2HC1A EMC3 COL19A1 GLCE SMIM13 SHB LUZP4 DMRT3 QRSL1 PDXDC1 LRP4 MIR3913_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3913_5P PRDM16 NRF1 NDC1 GZF1 CTBP2 PDK3 ACMSD TRPS1 RUSC1 YWHAZ ETNK1 SKP1 SAMD9 GATD3A CLIP3 ZNF236 SIGLEC10 ESR1 DCLK3 CEP20 TMPRSS11A MYO1A NMBR MRTO4 PIP4K2A GOT1 TSPAN6 CDH12 C2orf88 BLNK CSGALNACT2 GORASP1 GNL3L IQCK BCO2 YWHAQ GCSAM EIF4EBP2 PER1 ZNF704 LIAS ANKRD17 PLEKHS1 GPATCH4 SULT1C2 PSMC4 ALDH5A1 APOBEC3F FCGR2A SMAD2 ITGAE AP1G2 RHAG SOGA1 IDI2 CAVIN3 SLITRK6 CBX2 STK17A C11orf58 GPR158 EFNA5 MEX3C PPM1F VSNL1 ERGIC1 ZIC1 DDX31 HOOK3 CMPK2 GPC6 SHPRH SERINC5 KIAA0408 MYF5 SEPTIN3 KRT222 USP48 CDK19 OST4 NEXMIF GPBP1L1 CORO1C RHPN2 MAN1A1 TNRC6A COX15 TMEFF2 MIR6754_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6754_3P SOX6 DAG1 CLPTM1 CNOT2 TAF1D ASF1A LYPD6B ARMCX3 RELCH CDH10 QKI C4orf3 ZNF117 TP53TG3 POU3F3 EPHA3 LRRC7 PLCE1 CFAP61 N4BP1 UBR1 FKBP1A TMEM109 RAP1A IL17RD ZNF138 SERINC3 SPAG11B RTN4RL2 ZNF765 HSPA1A TC2N PIM2 NKAIN2 GAS7 BOD1L2 RBM27 OLAH ZNF676 CXADR ADGRG7 GALM EPHB1 CERS6 MAPK14 PKP4 LHFPL2 RASSF2 NKPD1 RBSN RNF165 DDX6 TP53TG3C TFF3 ZNF621 FMNL2 SLC25A36 PCLO COL25A1 BOD1 CLTC H3-5 C15orf40 EIF3J ZNF486 FUT1 MEF2A COX15 ATP5F1E SLC9A2 VPS35 TEF TAB2 ZNF99 CDC7 BTG1 TNRC6B ZNF813 SLC29A3 FREM2 NR2C1 CALCR TP53TG3B TMEM70 THAP12 BOK TACC1 SEMA4D UBE2D2 WDTC1 NKIRAS2 AKAP8 QTRT2 BNC2 ZNF714 NDUFA8 WDR26 DCAF4L2 PCF11 TECRL ANKRD37 MIR6819_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6819_5P NUDT4 TMEM222 B3GALT5 PIGL FCRLA ASAH2B RS1 DNAJB4 POLR3C TRIQK MAP1A ZNF345 COL11A2 GRIN2A RCC2 MEF2D MDM4 ZDHHC3 WWTR1 ARRB1 SRGN CPNE5 HTR3D SLC25A23 FCER2 HTR3C NRXN2 GUCD1 ITPRIPL2 CC2D1A PAFAH1B2 CSAG3 CLIP3 MUC17 HECW1 DLK1 SLC13A5 MINAR1 ARL17A FBXO46 DNAJC8 C8orf86 GTDC1 SLC48A1 TMCC3 PATZ1 ACSM2A AK7 CHD6 CCT8L2 EGFR RNF2 SH3PXD2A GPR82 KSR2 PPP6C DHX8 PRAF2 ZNF774 DLL3 ITPKC SETD9 ZFHX2 SPRED3 AGAP1 FABP2 CFL1 GFAP AAK1 CRACD KCNC4 CPNE3 UBE2W CSAG1 GREM1 PPP1R9B IFFO2 MROH6 AGK LCE2C GRM6 RNASEH2C RAD51B ZNF579 MCCD1 IQGAP3 MIR6804_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6804_5P CXXC5 COPS6 MASP1 PPP4R3B EXOG SH2D4B TENT4B ADGRA1 TUBB4A SEMA6D PRR9 MON1B MYD88 PPP1R12B FAM222B HSPA12A CEACAM1 AGXT2 GP6 FCER2 TAL1 THEG E2F4 ARHGAP33 TP53INP2 USB1 EYA2 SMIM2 NTRK1 SLC39A2 TBL1X SLC29A4 ARL3 DLK1 CELF3 DISC1 NFAM1 HPN IRF6 SRRM4 TM2D3 PRR3 DGKA BLOC1S6 XCL2 SMIM7 IQSEC2 NEMP1 TMEM121B ESYT3 PPP1R11 TVP23C CENPN RNF126 AP4B1 ZNF641 JMJD8 UBE4A KRT14 UNC5B RAB41 AGAP1 TBC1D16 BTN3A1 MORC4 MEOX1 ACTR1A HSPA4 TCHHL1 NCR3LG1 ETV6 PDGFRB KCNA6 CACNB1 AKT3 MIR624_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR624_5P CTNNB1 SNX30 PARD3 FAM114A2 NCOR1 NFKBIA CDK6 TBX5 PIK3CB IDI1 FAM200B RAP1GDS1 ARL4A DZIP1 HOXD3 PURB UAP1 TMED4 DHX29 F3 BRPF1 RAB10 TRPM7 DCUN1D1 STK38 TGFBR1 DOCK5 LDAH S100A7A LSM12 SPON1 UGDH ILK THAP5 CHRDL1 PTGS2 STK26 RAF1 FRS2 BICC1 AKTIP RALGAPA1 COLEC12 GPR63 HMGXB4 SH3KBP1 ADCY6 PTGER4 NXT2 PDE10A KRIT1 GHR AVPR1A EPC1 MET HSPA4 KLHL23 SLC25A46 SEC22A BBX DOCK11 CELSR2 AKAP10 YTHDF3 SOX13 YES1 SYT1 ZNF699 PHIP SUSD6 LMTK2 HSF2 DLG3 MSI2 TFRC RGL3 STMP1 CCDC182 CSNK1G3 CHST9 SMARCA1 BICD2 MAX OTUD4 TAOK1 ERGIC1 ZNF407 RASA2 STK24 SLC44A5 NUCKS1 CLOCK GRPEL2 WWTR1 FIBIN LCP1 DTX4 TMEM183A ZNF800 SOWAHC FOXP1 ZFHX3 MTMR10 NOTCH2 ANKS1A MIR4708_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4708_3P CTNNB1 CALU PUS7 CPEB1 OPA1 OSMR FAM181A UBE2O LGALS8 KDM2B LRCH1 FRMD4B PTBP2 CSNK1A1L NTM NEMF PEX5L JPH3 NOTCH3 IL18BP NUP210 PALM2AKAP2 SPCS3 MATR3 GRB2 PIANP UXS1 LUC7L3 LINGO2 REEP4 PRDM10 SYNCRIP SLC9A6 ZXDA CPN2 CHIC2 ZSCAN12 TMC1 CEP43 HNRNPLL SLC25A13 FMR1 GALNT10 SEMA7A FN3KRP UEVLD DSEL SLIT1 TP53INP1 USP38 PCDH8 STK24 SPTSSB CNOT9 FGF14 CDH20 SH3PXD2A CCDC6 ZNF704 ZNF720 RIPOR2 ST7L SPOCK3 GCNT3 CNKSR3 AGO4 BAZ2B RAPH1 DNMT3A PRKD1 ADGRL2 NFIA GPD1L SERP1 PUM2 AXDND1 CACNB4 ZNF275 NECAP1 FRAS1 DUOXA1 ZNF521 KIF26B RALGAPB RPGR REEP2 EFNB2 VAT1 TEX261 CNIH4 CSNK1A1 XKR8 KLF7 KCNK10 NUFIP2 DAAM1 RRAGC PAK1 SPRR1B CETN2 TMEM245 ITGB5 SIDT2 MIR7152_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7152_3P NEK1 COX7A2 FOXO3 ERBIN NUBP1 SLC22A2 SYT15 CGGBP1 YIPF5 GLTP METTL4 DCP1A CHCHD7 GYS1 ZNF480 APPBP2 GSS ZNF513 PUM2 SLAIN1 CD4 DCX ERC1 DLG5 GPR37L1 RALGDS PCGF3 IYD CHD3 CREBZF NECAP2 FRMD5 TMEM202 CBFB FBXL20 TRAIP TOMM20 SLC23A2 PATZ1 RRAGD ARHGEF38 RTL8A COX6A1 POGLUT1 CLIP2 MSL1 RABGAP1 JAKMIP3 USF3 FAM181B SPPL3 ATP2B4 NR0B2 CRTC3 MOSMO MED13L ARHGEF40 LRFN1 AHCYL1 GAS2L1 CSF3R PTPRA CSGALNACT1 ARHGEF2 KIAA2026 OTUB2 OAS1 NEBL TMEM184B FLOT2 FAM214A CCL19 HIF1A CCT2 YBX1 PTBP2 AZIN1 RBM20 SCN1A GABRR1 PCDH7 ABTB2 CMTM6 KCNMB2 OSBPL8 MEIS2 BRWD1 VAPA EPB41L2 TMEM115 GLYR1 PIGM ZDHHC5 AREL1 WBP4 MIR4286 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4286 RNF34 MDK HMGA1 CIRBP GLS2 SLC10A7 VANGL1 DCTN5 DCP1A PTBP2 SECISBP2L PPIL1 PPP4R3A ADRA1A FBLIM1 TSHZ1 TRAPPC2L ORMDL3 GPR55 BTN2A1 FURIN PHF1 ZBTB7B SYT2 PTGES3 FOXO4 MXI1 ARHGEF38 LDLR NAA10 BTN3A2 ITPRID1 GABRA3 PRDM11 ZNF641 CES3 BEND3 NUS1 TMEM104 SEMA4F IGLON5 PPM1E C22orf46 CLDN11 ZPR1 PPP4R1 BCL11A TMEM229B IFFO2 ANKRD34A MAGEA8 KIAA1671 KCNA7 TLN2 ZFP36L1 RNF144B WASHC4 CRAMP1 KCND1 C3orf62 NDST1 FAM117B G6PC2 CELF5 FAM120AOS LZTR1 MAN2A2 ZBTB1 ZNF470 GOLPH3 MEX3A RBFOX1 KHDC4 RETREG3 GANC PLEKHA8 UBE2R2 MGAT3 FBXW2 HSF5 KCNC1 LIN28A NPTX2 KLHDC3 GALNT1 RNF157 NSD1 FANCA RORB RDH10 LRRC4 COL4A1 MIR637 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR637 CASTOR2 PPP1R1B MNT CRYZ RFX4 NHLH1 CNTNAP1 PAX2 INAVA ATAT1 ARFIP1 SMYD5 NUTM2A SEPTIN9 ELOA GPR3 SLC25A42 ZNF853 SCUBE3 SRCIN1 DUSP9 ASAP1 GRIK5 RNF111 CRISP2 NAA40 INKA2 NFIX RERE FAM131B NAPA RBFOX2 PAX8 RFX3 TSPAN11 DYRK1B WNT7A GATAD2B RUSC2 ZNF704 SORCS2 PMEL SPN BMP1 PEX5 COL4A1 DAGLA NAV1 GIPC3 SLC8A2 PPP1CA POLR1D PABPC4 PPP1R9B MECP2 SLC12A7 SLC25A14 WBP4 NCDN SOGA1 MAP1A CPLX2 HIF3A NECTIN1 MED19 CDC42EP1 SEPTIN5 CLEC4D TNRC18 CNN1 SLC34A2 SGTA STRADA KCNK15 SNX29 RING1 GRM3 NUTM2B LZTS3 RNASE13 SOX10 SPRED3 EFCAB13 SMAD6 MPZ MEF2D PHLPP1 CLVS1 ABTB2 S1PR2 DPY19L1 SDC3 MIR5000_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5000_3P NR2F2 DND1 CAP1 SLC18B1 MAU2 ETNK2 FAM118B PAX6 CDKN2C CCAR1 ZNF423 NR2F1 ARL8A HMGCLL1 MTMR4 WASF3 FXYD3 TOMM6 RSKR PTPN1 SPCS2 DOP1A RAB10 VPS29 PRDM6 PAIP2B HSPA4L LY75 UBL3 ARHGAP12 CASP10 BCL11B CNR1 C7orf65 FCRL2 SLC39A7 ZIC3 LCMT2 PLAG1 DUSP3 STX1B RALGAPA2 SLIT2 THRAP3 SPINK5 BOD1L2 YTHDF3 SNAP25 FMR1 PCDH17 DKC1 VPS35L MTPN HEG1 TXNDC17 H6PD RRAGD PDCD6IP MMD2 ERGIC1 TMEM121B BOD1 HSPA13 MAP3K9 LSM11 VAV3 DTNA TMED4 FYN PACS2 CDK8 SKIDA1 CLCN3 UBXN7 BORCS8 DNAJA2 USP35 ZNF709 URGCP-MRPS24 PTP4A3 LINC02693 ZFHX4 TLCD4 BMP2K UBE2N GFPT2 AAK1 FAM155A DDX3X WDFY3 CCN4 SPEG MYCBP2 AQP6 ARF3 UPF3B LRRC59 PRPF38B ACVR2B RORB HOXA5 RAB9B SSH1 XK ARL15 LMOD1 MIR378J http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR378J MYB PLS1 OSTC ABITRAM CERKL CD1E OTUD1 RAB27A MMD2 VEGFA MIER3 GUCA1C RAB11FIP2 GPATCH11 ZNF534 TRABD2B FRG2 FEZF2 NCK1 APOLD1 MAP3K3 SDHA SYF2 TK2 STAG2 RBL2 RUVBL1 GPR107 FBXL17 ZNF664 KCNK1 CTDSPL TTC30A SAMD12 ARFGEF3 TMEM255A GALNT15 SYTL5 SMAD4 MYOC CD164 STN1 FUT1 USP6NL CYB5R2 TDG TMEM199 POC1B-GALNT4 DNAJA2 ONECUT2 UNC5B ZMYND8 MID1IP1 DACT1 DNMT3A FABP2 DYNC1LI2 EMC7 COLGALT2 ESRRG SLC26A9 AZIN1 TMEM70 USP14 TMEM135 TMX4 RASAL2 CCNE2 ARHGAP28 MAPK6 GALNT4 ZBTB41 NAA25 FER MPP5 CAND1 WDR26 FKTN BICD2 GCOM1 MIR654_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR654_3P SLC4A10 HDGF RBM41 B3GAT1 LRP8 ZNF91 PGBD1 STX11 KLF12 MR1 DCDC2 CLGN TNIP3 ZNF75D QRICH1 ZCCHC10 ANKRD30A RNF145 SORBS1 PTPRS NRXN1 HAUS6 BCKDHB AGMAT CEP97 PAPPA CCDC148 PUDP TANK KCNV1 OSBPL8 PACSIN1 SNTB1 WASHC4 CENPI PCDH17 ATP2A2 NETO1 LHFPL6 GLRA2 ZNF100 C2orf69 SNAPIN ASH1L FUNDC2 CYP4B1 PLCXD3 PLK4 SLC16A1 SPX RFXAP RDX DHODH ITCH RICTOR LCE5A AP1G1 AIG1 WDSUB1 AGAP1 LRCH3 PCDHB13 PAFAH1B1 COLEC12 MARF1 GMFB ING3 RBMS2 ILDR2 PCDH7 CEP128 TMPRSS15 JAZF1 PHIP MCTS1 SIPA1L2 POU4F2 PLLP EMP1 ZNF728 MB21D2 MIR610 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR610 CENPA PUS7 LGALSL RBL1 MBOAT7 NSUN5 RPS24 SLC37A2 NIPA2 NUMBL RORA FGF14 UNKL BTN3A2 DET1 PTPRD PARPBP PIP5KL1 ZBTB46 CYBRD1 RANBP3L PAN3 IPMK SLAIN1 PEA15 CIPC UGDH BCL2L2-PABPN1 USP33 LGI2 NLRP3 PRF1 NKAIN2 ARL3 LMBR1 RPRD1A ODF2 PIP4K2B IL15 KRT1 LNPEP MARVELD1 POLR3E AQP9 FNDC3B KITLG C11orf1 RGS7 UBE2E3 TMEM144 FEN1 TMEM33 HIBADH LIN54 DPH3 PGGT1B EBF1 EVI5 E2F7 CREG2 NRIP3 TUB RNF220 LYSMD3 UBE2D1 BTN3A1 PEDS1-UBE2V1 RIMS4 SMARCC1 ANKRD20A1 NYAP2 DTX4 MMP24 CIT ANKRD20A4P SESN3 SOX13 UBE2V1 TTC33 PABPN1 AGK ANKRD20A2P GJA3 MIR3150A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3150A_3P SNCB BRME1 GRIK3 WNK3 NOVA1 TRAM1 FKBP10 IRGQ ETNK1 CSNK1A1L HECTD3 CPA5 STIM1 RAB7A CAVIN1 IRAG2 SEZ6L2 COP1 AGGF1 HMGCS1 APOA5 SYNGAP1 BARHL1 VCAN SELENOP CSNK1A1 CTIF EEA1 SMARCC2 FGFR1 SLC9A3R1 C1orf21 CDCA5 PRX THY1 NBL1 CIB2 POU2F2 NACC1 RBM14 RIMS3 SVIL PRKACA GATAD2B NOVA2 ZNF618 RD3 CCDC97 IFI6 PPP4C PLEKHS1 TTC9 TLN1 SCN4A NEUROD2 SLC25A37 GPD1 SPOCK2 VAT1 FREM1 NSG2 PA2G4 EVC CD1E DLK1 KIAA0825 C20orf202 PDZD7 ELK1 BCAM TAF15 NCDN PPP4R3B ZYG11B EGLN2 RBM38 FBXO41 ZNF280B CPSF7 ISLR PLAC8L1 SEMA5A ENO2 ELAVL3 METTL7B CDR2L TMTC3 IGFBP5 CHAD FA2H SPINDOC ATP2B4 STMND1 MYPOP PCDHB4 AQP2 IFNLR1 SPATA31D3 S1PR2 SLC16A2 OAF SCRT2 MIR455_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR455_3P TMEFF1 MINDY1 TTK NR2F1 KIF5A CUL3 MFAP3L TMED7 HNRNPR SALL1 STRADB SAR1A SLC35F1 PIK3R1 ZCCHC10 POU3F3 MSANTD3-TMEFF1 PSIP1 PRKD3 OTULINL EID1 NOL4 PTPN9 ARMC8 ZFP36L1 RUSC1 PNPLA6 HOXC4 RTN4 SLC22A4 ELF3 CNOT6 UBE2Q2 TBC1D24 TENM4 GLCCI1 TPRG1 MARVELD3 FRMD3 GNL1 UBE2K EPHB1 UHRF1BP1 TFRC TENM3 SSR1 XCL2 PDE4DIP LCE6A ZBTB18 NLN OTOR PPP2CB CLVS2 FAM227A TPT1 GRAMD2B CARF SEMA3G GPATCH2L ID2 BCL2L12 HSF1 CD80 STK17B FXR1 FRYL ACP2 PRKAB2 USP30 ACAN SEC62 ADCY1 PACC1 SCG3 COLEC12 KMT2A RMND5A NFIB SLC25A3 GTPBP1 GABARAPL2 NOVA1 XPO1 XCL1 KMT2C FZD10 PHF6 DYNLL2 FBXO42 VEGFC WDR26 MIR4710 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4710 MBTPS2 RGS6 NID1 SOGA1 B3GNTL1 HOMER1 SNCAIP KLF11 RECK EFCAB11 FGF14 HOXD3 SHTN1 DISC1 WIPI1 SLC25A23 SEMA4B MARK2 AAR2 CD4 BHMT2 C2CD4B ZNF667 CFL2 POGZ KLHDC1 ALDH4A1 ARID1B ASIC1 PCDH1 SERPINB13 KLHL15 SARM1 SF3A3 SMOC2 SIGMAR1 EPHB1 RNMT PCDH19 TXNDC17 DHH BAHD1 TRIM14 MYOZ1 RPH3A CACTIN RPP30 SPANXN5 LPIN2 GULP1 GBA2 PACS1 C5orf63 GSK3B GUCY1A2 HSD17B3 ZNF518B ZHX2 RIMS4 SH3GL2 GARRE1 STC1 ZNF548 HGF C17orf97 ARID1A TECPR2 MMP24 JAZF1 TRIM8 CCK TAOK1 TEAD1 TMEM253 ABHD4 CABP7 ROBO4 GSK3A CCDC177 PTGFRN MIR409_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR409_3P OXTR IFTAP AKIRIN1 SAV1 ASAP2 KANSL1 KLF15 SALL1 RAB10 CACNB4 RAB30 ZNF540 SLC35A3 DLG1 ITGB3 ZNF781 DLL4 THOC2 ZNF138 MTF2 PPP2R5E VPS41 CPD ELF2 IQCJ-SCHIP1 CHM ABHD5 TRIM33 MRPL57 BTN2A1 FAM126B AIDA NXPH1 GUCY1A2 FGF3 YTHDF3 KLF5 NAV2 EBAG9 CEP19 DCLRE1B USP38 SLC1A3 ATF7 RBM46 SERPINA10 TEP1 REPS1 NUDT21 LMO4 DENND2C PLCH2 ZZZ3 RRH MYO1D NAA15 NFKBIZ FAM120A ZNF704 SMAD2 SEC22B CPSF6 TM4SF18 EPHA7 ZNF99 IFIT2 ZDHHC20 SLC15A4 VSTM2A TOP2B GALNT1 UBE2W CPT1A MTRR NEXMIF ZIM2 STRN IMPACT NPC2 EML5 LANCL2 NUFIP2 DENND5A LRRN4CL PDHX TSPYL1 RORB GRHL3 ANAPC7 RCOR2 ZNF660 KRTAP7-1 UPK1B MIR5581_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5581_5P NWD1 CAMK2G CHN2 MAU2 PTPRE GABBR1 ABL2 NEDD4L ZNF790 PI4KB SERPINA1 CSNK1D CPEB3 FGF1 TGFBR1 SPATA5 SUV39H2 LHX6 STEAP2 FYCO1 AQP4 EFNB1 FBLIM1 ZIC3 ATP6V1A BTG4 SEMA5A PDX1 ZNF608 ABCD3 LATS1 RPP14 SHROOM4 SLCO2A1 MMP14 OSBPL8 KANSL3 CUX2 TBC1D9 POU3F2 UBAP2L ZNF491 SHOC2 PHOSPHO1 UBXN10 UBXN7 SH3PXD2A CIBAR1 PPP6R1 THSD7A KDM5B GPX5 MPP3 MORC4 GRAMD1B ADCY1 ANO3 PAFAH1B1 MARF1 FZD7 CCDC62 ORMDL2 TFDP1 FBXL2 HUNK JMY UNC5D IFFO2 SHISA6 TCEAL7 KCNRG GMEB1 THUMPD1 PPFIA1 RCOR1 MIR7976 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7976 ESR1 C10orf105 ARMC1 DTNB HOMER2 DDN UBTD1 CPLX2 THRB SUV39H1 PPIF CDK2 HTR2C PSD3 PARP14 ARHGAP12 CRCP USP46 FRAT1 IKBKB HSPB7 RFTN1 ACHE CD81 NUP98 LEP FMR1 FAM160B1 NSMF OSTM1 LPAR5 PIEZO2 PRDM1 SLC9A6 CYB561D1 SH3TC2 ARID1B TIMM22 OTX2 SLC12A5 CORO1C PRDM2 MSRB3 RIPOR1 TIAM1 ZNF655 PCDHGA12 SATB2 KBTBD13 ATXN1 CDHR1 SNX24 RNF213 DCUN1D3 IBA57 DYNLT3 PLEKHH1 RUNX1T1 SKIDA1 KDM7A FAM53C PHLDB2 KHDRBS1 TIPARP ARID3B CRTC1 KRT15 KCNK9 ZNF618 JOSD1 PDE1B PAK2 SLC25A11 EIF4EBP1 MBLAC2 GFAP ZNF518A COL12A1 HIF1AN SLC17A7 ITSN2 GLYCTK NSD1 XKR7 RNF121 DNMT3B PIP4P1 AKAP10 SIN3A FZD4 RNF44 C9orf163 NUFIP2 ACTRT3 PTPN12 GLI3 NUP58 WAPL DOCK3 RASAL2 HAPLN1 MIR6831_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6831_5P PHTF2 HAND1 XPO7 ZNF281 TGFB1I1 PRRG1 MAP3K7CL RPGRIP1L PLAGL2 TRIM6 SEC24D GNB3 BACH2 GATA6 XRCC5 MED10 ELMOD2 FIGNL2 HAUS2 ZBTB26 GUF1 CPEB3 SEMA3A LIN28B TGFBR1 REPIN1 RUFY3 ECRG4 HS6ST2 IGF1R NXPE3 NBN BIN3 EMCN SORCS1 UTRN ACVR1C MAP3K2 TPST2 ZBTB5 GXYLT1 CADM2 COIL KLF8 GDF6 HOXA9 RPP25L SLC9A6 FBXO27 CYP20A1 NPHP3 DISC1 DMD FOS LHX1 TIMM23 ZBTB34 HOXB7 MDM4 AHR SVIL HOXA7 STIMATE CBX5 ZFYVE26 SCRT1 PPP1R15B TMEM121B TRIM71 SLC39A8 CNPY3 ASAH1 NAP1L1 NME6 ALDH1L2 CEP135 STX3 ADRB2 PRSS12 GNG5 MTERF1 SERPINB8 TDRD6 SNX30 RNF38 SPRYD4 TRPM3 IQCB1 RBMX IL10RB ERI2 SRSF8 SMAD6 KLHL31 BMPR1A OSBPL3 GATM ESYT2 ADAMTS8 PBX2 ZNF512B JAZF1 ELP1 NHLRC2 STK40 NRG4 GOLGA5 HOXC8 RDH10 RGS16 CBFA2T3 PPFIA2 SALL4 SEPTIN7 CFAP161 FBXO42 ZNF569 C5orf51 LPCAT3 DNA2 MIR10397_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10397_5P SYNC NANOS2 MLF1 ZNF736 CDIN1 BDNF SAMD9L SYNJ2BP-COX16 SYNCRIP DNAJC16 UGT2B4 ZNF75D PRLR ACSF2 CDC73 BCO2 ATG16L1 RNF139 ASH2L TSC1 SCAF8 SLC22A4 RCBTB2 VCPKMT LUC7L3 TRIP12 FAM229B AVL9 CCP110 RAP2C POLR3F EPHA4 NOD1 VPS13C VAMP4 PROS1 CLMP C2orf88 ZXDB EPB41L5 UNC5D STRN3 LRRC8C AP3S1 SACM1L LAMP3 MYCBP BRWD3 RAB28 ADAMTS15 FAM104A SNX18 FAM118A SLC38A4 THSD7B TLR4 SLC35F5 SMURF2 FOXJ3 MRPL3 SLC17A7 B3GNT5 PIK3C2B COX16 ZNF780B CREBRF SPEN NKAIN2 RDH10 KIF5C ATRN PPP1R14C FOXN1 MIR6730_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6730_3P TEX2 MCF2 ZKSCAN8 FABP3 ADGRG6 RARS2 NR3C1 RSBN1L CRTAP SEPTIN10 ZNF267 UPF3B TMEM139 CPLX2 ZNF287 KIAA0513 ATP1B2 TGFBR1 GPR34 INA SHISAL1 USP2 TBC1D12 ATP1A3 NME5 PPP2CA MOBP SLC38A9 MYO5A SUPT20H TBL1X RAB5A EDDM3A TRAF3 FRMPD3 PRX PLEKHA8 ANKFY1 SPRTN PHF21A SRP72 TAPT1 FBXO33 ADTRP SDC2 PTEN PKN3 RNF217 SAP130 PTGFR LUM DAD1 MMGT1 RAD51B CLK4 PRKAB2 TUBGCP5 TRAFD1 PTGER2 CEP44 ORC2 C11orf53 STRAP DHX32 TMEM106B FOXJ3 POLI ZNF548 WDFY3 ZNF268 ILDR2 CMTM6 NFYB TNFRSF17 EPB41L4B BICD2 EYA1 NUP58 HOXC8 TEAD1 SEMA3D MPLKIP UBE2V2 RYBP AREL1 SPDYE1 ISCU MIR6871_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6871_3P CBX6 TEAD2 FABP3 FYN LYSMD1 BVES AFAP1L1 IL1RAP RALGPS1 PPP2R5D GLE1 COL5A3 IRGQ SETDB2 SGCZ IREB2 DYNLT1 ANKRD13A TLL1 WNT8B ADAMTS9 TRAF3 HBP1 SERPINH1 ZNF639 BDKRB2 DGKH IPMK CCNY COL1A1 SLK FSTL1 CARMIL1 TET3 SP1 ABHD5 PPIC LYPLA1 OPN3 KMT5C COL3A1 NPAS3 ZNF396 GAS7 FRMD5 DOCK11 IQCJ-SCHIP1 PDIK1L ITGA4 REPS2 DENND2B PMP22 UHRF1BP1 RNF19A MBD5 KNOP1 CLDN1 ZNF282 XKR4 RLF EIF3J ARL14EP PXYLP1 ATAD2B COL5A2 KDM7A CDK6 ATAD1 ADAMTS7 CALM3 PIK3CB KIF26A RAB30 TFEB SRSF10 SPARC KDM5B B4GALT2 CX3CL1 TRIM9 CAV2 CALCR USP43 COL4A1 PPP1R3B SESTD1 ROBO1 NSD1 EPC1 NEXMIF DNMT3B BTG2 NKIRAS2 COL2A1 JAZF1 SERF1B COL19A1 IFI30 CEP97 PXDN ZHX3 C1orf52 PRKG1 ADAMTS17 DTWD2 UBE2Q1 NFATC3 COL15A1 FBN1 HMBOX1 IGF1 ZMIZ1 P2RY1 PPP1R14C WWTR1 COL5A1 DOCK3 ZFP36L1 SIDT2 P2RX5 TRIB2 MED26 MBTD1 AKT3 MIR6796_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6796_5P ERF NHSL2 KYAT1 DNMT3B HCFC1R1 MDK TXNRD1 STUM CD1E MYLIP SEMA6A TMEM218 JADE1 TNFSF8 FRMD4B PPP1R2 NEFL KAT7 PDK4 GDF2 ZNF138 NECTIN1 LYNX1-SLURP2 PHF12 CYP26B1 STOML3 ARHGAP33 FGD1 KCNT2 BSDC1 IGF2 SETD5 ZBTB4 C19orf84 MEX3A C4orf19 ELOVL1 GANC MPL ECH1 PCSK1N IDH3A SEMA4G MTSS1 SLC6A3 GARS1 C2orf88 AKT1S1 TTC22 ZBTB20 CPNE5 SCYL3 RNF2 DNAJA2 PLXNA2 ADAMTS14 CRISPLD2 NTSR1 TDP2 CNGB3 PPP1R3B MSN VWF NCBP3 PARVA IFI44L RND2 PIP4P1 FAM218A HBEGF ARF3 ARL17B KMT2B LIMD2 C9orf50 CHST14 DSCAML1 SLURP2 IQGAP3 C5orf51 AUNIP ARL17A MIR532_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR532_3P PRDM16 CDKL5 ZGLP1 GSG1L SUMO1 PAX5 SPCS2 BCL9 QKI LBH TRABD2B MYB CSF1 GUCY1A1 TET3 HNRNPH3 PAPPA DCAF6 EXOSC3 PHF20L1 MRPL49 TNRC6B C1orf21 SLITRK2 RPRML NFASC RBM7 KDF1 KLHL12 GSPT1 WDR36 ALCAM IBA57 ADCYAP1R1 CYTH1 ZFX FAM168A TRPV3 RRM2 PSD CYB561D1 C22orf46 PRKAR2B GPR182 KPNA6 WDFY3 ZNF543 ELAVL4 PRKCA LDLRAD4 PEA15 ZFP91 TMEM100 ANKRD12 TENT4B ZBTB10 ZFP90 DTX4 CHD3 DDOST MMP16 NIPBL HNRNPH2 CHKA PDE7A PTP4A1 NWD1 EFNA5 GALNT10 GLP1R TSPOAP1 ZNF514 SZRD1 CLMP CLSPN ATP1A2 GALNT6 RPL36A-HNRNPH2 KMT2A CYRIA ELOVL3 TEAD3 BET1 HMGA2 MIR6745 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6745 MPV17L ZNF148 GSG1L CACNA1E SP6 TNRC6C TMEM178B IRF2BP1 ELMO1 SCRN3 IL17RD PREP EBF1 ZNF426 ATCAY TTC39C TRA2A AK2 SHC1 TNK2 SMG6 ZNF587 FHIT TERF2 ZNF490 EDA ARHGAP1 FRAT2 CIAPIN1 APPL2 SMURF1 MS4A10 SAP130 PAQR4 ISCA1 C2orf68 HIC2 BTN3A1 ITGBL1 TRIM67 CPS1 S100A4 FGF12 MTHFR KLK10 KCNK17 SLC6A1 POU2F3 CTNNA3 SYT15 ZNF503 ATP2B2 ZDHHC22 KDM5C CMTR1 FOXJ2 SEMA6A VWDE FGF5 MEF2D SOD3 SYNPO2L FBXO41 SMCP ARMCX6 GRB2 PLEKHG4B MGAT5B ACACB CALN1 LINC02694 TMEM161B PLBD2 SNX27 ITFG2 CHAD IQSEC2 CCDC150 ERGIC1 TRIM29 SLC24A3 H2BC21 ZDHHC21 TTYH3 PRRT1 RTKN2 SYN1 RIMS4 ATF2 PHF8 MAPK6 OPCML PNMA8B ENTPD2 UAP1L1 ZNF827 MIR3928_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3928_3P ENSA NID1 COQ4 HDAC6 KLF12 ANP32E UBA6 SH3BP4 CDCA2 MRPL19 CLYBL ZNF630 DLC1 IPO11 FAM86C1P VDAC3 OLFML3 CSNK2A1 CYRIB AMD1 RREB1 SMARCC2 MEIS2 CC2D1B C18orf63 FOXK2 HAP1 PRKAR2A HSPA13 SERTAD2 POU3F2 CPEB1 LCORL LUM FAM86B1 ZNF260 IRS1 ZC4H2 PEA15 INSR GSTM5 ZNF609 ZNF20 MIDEAS ZNF257 FBXO5 ZNF493 ARHGAP32 SCAF8 LARP7 SH3GL1 DEPP1 GNA12 RTL5 ADAR ABHD3 CERS5 CFAP58 CBLL2 ZNF511 AADACL3 AMIGO2 DNALI1 NF1 CACNA2D1 H2BC12 SHROOM4 JAG2 TRPS1 DERL2 ZNF676 NIPA1 GABRG1 FANCD2 LHFPL6 AMOTL2 TLK1 WFIKKN2 ZCCHC10 NELL2 RNF38 SETDB1 CPM ABRA EREG FAAP20 HAS2 CDK17 MICOS10 MAPK1 PLEK SMARCC1 TRIM66 NSD1 C2CD4C KIF4A SPTBN1 TFAP2B KRTAP4-3 LRP1B METTL8 ZNF728 MIR4793_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4793_5P ESRRG TCF12 RBM41 BBS4 ZNF706 VLDLR TLR2 ATF2 CHIC1 PDE1C SHISAL1 PLPP3 BAGE2 XPR1 PPP2R5E SNX1 APP SLC2A14 DOCK9 CHM BEND4 PCDHA2 PPM1A ATP2C1 UQCRB ANKH OPCML UTP14C SCN2A CTDSPL SPRY3 MDM4 PMM2 SUSD6 H3-3B INPP5D REPS2 CUX2 SMAD4 NCKIPSD TBC1D9 ARHGAP40 TAP2 H3-5 SPANXN5 ARHGEF12 FOXN2 BCDIN3D PDCD10 GRAMD2B ATP6V0E1 KRTAP6-3 ASXL2 MED13 SPANXN1 ACTC1 LEPR ERCC6L2 ARHGAP11A SLC45A3 WDR64 BET1L STRN ELAVL2 EXOC6B B3GNT9 ARID2 MAP2K1 FZD10 SLC2A3 ITGAE ERC1 IGF1 ZC3H15 MIR892B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR892B ESRRG SLC30A1 FKBP9 GPRC5B STAM MMD2 MAPK8 DCTD ZDHHC18 ZNF736 SLC9A3 MED21 FAM168B ZNF662 THUMPD2 GBP6 TIMP3 MRPL48 PLAG1 GIMAP2 DLL1 ABCE1 IGF2BP1 C18orf54 MAPK10 CBFB KANK2 IFNW1 MAP4K5 HOXC6 CEP95 ZNF644 DNAJB9 APLN GPR146 ACVR2A SS18 PPARGC1A SLC10A7 CCDC186 SPRR2A MLLT3 SMAP1 ZNF248 NUDCD1 GPATCH2L SPX EIF4EBP2 PGGT1B RNF138 SOCS6 TMEM165 KIAA2026 LRATD1 YPEL1 CCNJL USP10 INO80 LHFPL1 ARHGAP19 ERBB4 PDE10A GIT1 IGSF3 SOS2 SYT1 KMT2E DCAF7 STARD4 PANK3 ETS1 AMMECR1 PRKACB CLOCK METTL8 ANK3 TRIB2 MIR642A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR642A_5P PXK MAP3K7 MBNL3 SOHLH1 C21orf91 SOWAHA SNX3 HECTD3 INA ZBTB20 CMTM4 BRINP3 TNS1 ITPRIPL2 UBR5 KCNQ2 PTK7 ZNF37A BRD2 PCNP MTX3 KLHL23 SRSF6 LUZP1 RAMAC BDH1 EPM2AIP1 SP8 NSL1 HTR1F EEF2 HM13 C1GALT1 ARHGAP39 GCSAM ZNF25 RASSF10 C12orf65 SMCO4 GDA PTP4A2 ZNF705A BBS9 IL5 STRAP INO80 KCTD8 PLPPR4 UFM1 MSI2 SIX3 GALNT7 ERBB4 GJA5 LYZL1 TNFRSF13B NCK2 TMEM81 MEF2D SPINT2 GAD1 DTHD1 TM9SF3 MAP3K2 CHL1 MFSD4A FLVCR2 KAT2A KLF5 KRT85 TANC1 ARIH1 ARRDC3 SZRD1 PPARGC1A LMO4 FAM78B CLCN3 FAM199X TRPM8 NLRP5 SUZ12 GTF2H1 HECA PRKCD APMAP ARL11 SEC24A ZNF728 MIR6737_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6737_5P NUDT4 TMEM222 B3GALT5 PIGL FCRLA ASAH2B RS1 DNAJB4 POLR3C TRIQK MAP1A ZNF345 COL11A2 GRIN2A RCC2 MEF2D MDM4 WWTR1 ARRB1 SRGN CPNE5 HTR3D SLC25A23 FCER2 HTR3C NRXN2 GUCD1 ITPRIPL2 CC2D1A PAFAH1B2 CSAG3 CLIP3 MUC17 HECW1 DLK1 SLC13A5 MINAR1 ARL17A FBXO46 DNAJC8 C8orf86 GTDC1 SLC48A1 TMCC3 PATZ1 ACSM2A AK7 CHD6 CCT8L2 EGFR RNF2 GPR82 KSR2 PPP6C DHX8 PRAF2 ZNF774 DLL3 ITPKC SETD9 ZFHX2 AGAP1 FABP2 CFL1 GFAP AAK1 CRACD KCNC4 CPNE3 UBE2W CSAG1 GREM1 PPP1R9B IFFO2 MROH6 AGK LCE2C GRM6 RNASEH2C RAD51B ZNF579 MCCD1 IQGAP3 MIR6794_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6794_3P PCDHA2 TRMT12 SLC12A8 CBLB DCAF8 OXTR APOBEC1 HOMER1 CPSF2 UBE2D3 PCDHA10 FBXW7 NXF1 TGFBR3 CADM1 RNF41 CD59 ANKRD12 MAP4K3 IL17RD ELP1 PCDHA13 TNPO1 SNUPN C3orf33 MAP3K13 PON2 GFI1 DLG4 PCDHA12 CA3 FIP1L1 CTAGE1 ELAVL1 PHF2 SLC6A5 YPEL5 PRR5L ELF1 TLNRD1 DNAH11 SCN9A ELAC1 WAC IDH3A ARIH1 PCDHAC2 ZNF737 PCDHA11 CDRT1 SLC2A2 ATP6AP2 PCDHA7 PCDHAC1 PSME4 PCDHA1 RFX3 FKBP1B TSPAN5 STARD9 HECW2 FBXO48 YPEL4 PCDHA6 SLC26A4 EPHA7 NSG1 PCDHA5 USP37 PRELID3B TIMM8B CAMKK2 PCDHA9 ZNF780A ZNF626 PCDHA8 PCDHA4 PCDHA3 DENND11 LEMD3 NPAT ZNF569 QSER1 UQCC1 GRK2 MIR367_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR367_5P CREB5 ADNP LILRB2 ERBIN ALG9 NR3C1 HIPK3 HNRNPH3 UBE2D3 TMED2 ZSCAN32 KDM6B SALL1 CARTPT CASP7 RUFY2 IGF1R PADI6 MRI1 GLIS3 RASSF5 VRK3 CNOT6 CNKSR2 ABCE1 ACER3 OAS1 CHIC2 SLC25A46 BBX SMARCA5 MACROH2A1 PRKAA1 ZCCHC14 XYLT2 MEIS2 YAF2 PPP2CB FBXO33 ACADL ZBTB20 SSPN MDFIC SLC6A4 SPATA18 ZMAT2 PLG CDC16 ONECUT2 BLZF1 NSUN7 FGL2 ZNF131 RPS6KA3 RBM20 CDH13 NRIP1 MCMDC2 RPS6KA5 PTEN MARVELD3 ITK ZNF793 ZBED4 CKS2 MBNL2 GLCE SDK1 PLA2G4E AJUBA MED26 MIR4502 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4502 NDUFAF5 TCF12 AADAT PIAS2 ZNF544 PPP4R3B GPM6B ZNF302 PCMTD1 DCUN1D1 TOP2A SAMD4A PLCE1 ZNF268 RBBP9 PPP2R5A MYO1B ZNF781 TMEM184C UGDH LMLN TOR2A DDHD1 SYNGR3 ZNF267 AVL9 TTC38 AGO2 ZNF37A RB1CC1 DBT SPAG9 WASHC4 PCDH17 STAM2 PHACTR2 GABRA4 BCAT1 CACNA2D3 EIF5A2 PLPP4 TCOF1 CAVIN4 SRSF1 MPP5 SLC4A8 DDX4 ZNF354B HELZ UBE2A ZFP90 SMC1A CPEB4 FXR1 SLC38A4 FKTN KDM5A ZNF705A LRCH3 TMPRSS13 OFD1 LHFPL1 SLC8A2 ZKSCAN7 PAH FKBP4 RAB3GAP2 SESN3 MMP28 DNAJC24 ZNF578 HS3ST4 ZFP1 TRPC5 INTS2 ZNF189 GRPEL2 ARFGEF1 ZNF776 SULF1 MIR383_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR383_5P AKR1B15 HAVCR1 CAMK2D SLITRK4 TBCK MCUR1 ANKRD11 TENT4B RPS6KC1 CTNNAL1 PPP6R2 MSL2 HCAR1 TBC1D1 MINDY2 TNFSF13 RBMS1 RBBP9 MALL HNRNPH2 RAD54B DIO1 DTHD1 BRCC3 NR3C1 C10orf71 PRKAG1 YOD1 FAM126B TNFSF12-TNFSF13 CAPS2 MTMR6 NXPH1 FOS MOB3B AKR1B10 MGA OTX2 KANK2 TRIM37 RNF141 RASSF8 PERP PRDX3 UBE2R2 NGLY1 NCKAP1 FSBP SRSF2 IRF1 LSM11 NPAT CSPG5 DZIP1L GAS2L3 STRN3 RPL36A-HNRNPH2 CD28 E2F7 EPG5 CCDC3 CAPNS2 TRIM9 MEGF10 PPM1E STRAP RMND5A PTPRE WNT16 COA5 SLC13A3 KLHDC10 ZSCAN2 SPP2 SLC35D2 ARID2 PCNX1 MAL2 ADSS2 MIR4330 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4330 BAG4 LYN TRIOBP AGR3 MARCHF6 UBE2D3 COL5A3 IRGQ PATE2 B3GALT1 NEFL DNAJC11 NFAT5 GYS1 ZBTB20 FUT8 TCF20 TMEM230 ITGB3 PTPN3 MATR3 NRXN1 RNGTT NCBP2 EEF1AKNMT MYOT GPR160 CCN1 NDST3 ZNF764 ZCCHC7 INSR PCDHB7 LIPG GAS7 RPS3A KCNK1 AGTR1 MTMR3 OXSR1 ABCC2 OGN EPHX4 GALNS C18orf32 PLXDC1 KDELR2 CCDC172 COL25A1 STK40 NUDT21 HMMR FBXO33 UBE3C PTPRT BEX3 EIF4EBP2 RPL17-C18orf32 RNF138 UGT3A1 MYNN SPIB GDPD1 PHLPP1 FAM222A HERPUD2 ATP8B1 SMIM10 GIPC3 POGLUT3 CELSR2 ZNF655 STT3B NPAS2 GFOD2 FAM228A BICD2 N4BP3 LYVE1 CKMT2 COL12A1 C1orf116 CLOCK ARFGEF1 NR1D2 ASIC1 FOXA1 MIR6849_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6849_3P TMEM170A SPATS2L TANGO2 RBPJ LARS1 NKIRAS2 HEYL TSC1 MED22 CARMIL1 LIMCH1 PROSER2 VCAN KRCC1 STXBP5L PCYT1B GPC1 SLCO5A1 LUZP1 MDM4 RAB31 MTR ORAI2 ZC3H12A S100A16 SPTSSB RIMS3 CHD1 CAPRIN1 HSDL2 MFSD11 PLXNA1 GRAMD1B SPN FAM155A RAB22A EMC1 USP31 APOBEC3F USP9X FOXP4 MIDEAS LONRF2 CA8 ZC3H12C TMEM88 CSNK1D RNF222 VASH1 THAP9 DOK4 SAP18 SNX1 ARPC2 NFAM1 FAM102A UBE2R2 TEP1 C3orf80 NLRP1 KSR2 SRSF4 RAP1GDS1 SEPTIN3 TNRC6B HID1 PRND MPRIP RBMS2 JAZF1 RNF44 PHF21A WWC3 RNF168 ADCYAP1R1 NIPAL3 GTSE1 MIR127_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR127_5P NEK1 CADM2 HIPK3 DLGAP1 AEBP2 PLAC9 GPM6B KPNA3 TSHZ2 UBE2E2 SMC3 ANKRD44 RPE HNRNPR RGN PPFIA2 COPZ1 TNIP1 CTNNA3 LYSMD3 IPO7 ODR4 ALDH1A3 ZNF317 NRP1 PDZD8 PEF1 HCFC2 BEND4 ZNF236 RAB6A SH3TC2 FAM171B SNX31 RGS7BP DEK RGL1 SHC3 ZFPM2 KRTAP9-3 ROCK2 CDH11 MTSS1 RBKS RAPGEF2 SACS PIK3R6 NEUROD1 NEK7 CTNND2 COL8A1 TFPI PDE3A FRRS1L JAM3 FBXW11 STXBP5 TAF7 RAB21 CPSF6 SATB1 DYNC1LI2 RB1 FSCN1 OMG TASOR GATM FAM122A SPAG17 LXN BHLHE40 DDX3X SEPTIN8 CHRNA9 EPAS1 WWP2 ZNF584 PPP1R3A SKIL VPS13B BLVRB PALB2 IGSF3 OXR1 SDHAF3 WIF1 KANSL1L IQGAP3 MIR3918 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3918 TMEM222 RGS6 TRIM46 PRKAG1 MTSS2 PDPR TOMM34 SUMO1 GMPPB GALK2 COX20 LIF OAS2 ZDHHC23 CHAC1 KCNQ2 CYP26B1 LHPP FAM160B1 TUBB6 BRD2 BAP1 PLXNA3 FBXO27 CTIF NPC1L1 RORA UBAP1 IRAK1BP1 IL17A ATP2A2 SLC6A17 WWP2 VPS37D FIBCD1 WDTC1 RAB5B SHOC2 ACSM5 MAFF SLC35E2B CAMKV SCARF1 GTPBP1 ATG7 ZNF512B SYNPO2 TMEM120B LAT2 SLC35C1 DIAPH1 CACNB1 SLC25A21 GLDN MED26 TMEM179 POC1A SOGA1 PLCG1 COPG2 USH1C AGO1 NAP1L2 WBP1L PPFIA4 SRP68 MAPK8IP3 ZBTB34 MAPK8IP1 RRAGD B3GNT7 SUPT16H SBK1 VDR FBRS PLEKHH3 TBC1D2B SLC7A1 GRM7 RNF26 TSPAN7 MARK4 C19orf53 SAMD4B USP32 LHFPL4 LRRK2 DYNLL2 TPPP ARHGDIG MIR573 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR573 RBM12B DYNAP RNF32 ZNF148 GRM5 E2F3 MTMR2 WNK3 FMO3 C21orf91 C9orf24 ZNF483 CPA4 APBB2 RINL ZNF155 BSDC1 NR4A2 CROT SLC25A23 XYLB KLRC1 CNOT7 COBLL1 BTBD7 BIN3 HLA-DPA1 KDM5B CACNA2D2 SNTN WDR72 DKK3 GPR171 SHCBP1 HCN1 TYW3 UNC5C SLC25A26 TMEM217 CCNL2 CYP7B1 KCNMB2 KRT32 TAGAP KCNV1 CLK2 TRDN SEPHS1 BCL11A ADPRHL1 MARCHF2 SATB2 SLC4A5 EPHA3 ASPH PCDHB12 RNF213 RAB23 SLC23A1 YAF2 CCDC186 THAP10 SPTLC3 SOSTDC1 EGFR PAQR5 SLC2A12 EBF3 LYRM4 CLC MED13 BMPR1A DTWD1 OST4 RPL36A PYGO1 CXCL9 GABRR1 PTS MMUT NHLH2 IRX2 GNB5 PRSS35 RPA1 SASH1 MCM9 MLANA SPOPL TRIB2 ITGB8 MIR6771_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6771_3P CDC20B PPP1R14B PFDN4 RBPJ MLC1 DDN EXOG PROX2 IREB2 TMED7 NFAT5 SUDS3 ZNF619 PGAP6 MITF SLC7A5 LGSN GPT2 HSPB7 TM9SF1 TNKS2 TIMP3 FAM169A CD81 MEAF6 SEMA5A PIK3R3 POLR2D ZZEF1 AXIN2 DCTN2 MELTF COBL KATNBL1 ACSL1 SPATA2 ABHD18 SYT14 SMARCAD1 PITPNC1 FBXL20 ZNF490 ATP8A2 LRG1 RAB11FIP1 SSBP3 ZNF880 POGLUT1 TSC22D2 NLGN1 CCDC172 TRIM71 MTA3 STK32A C12orf73 CYB5B UROS MAN2B2 PANK1 GOSR1 STRN3 BBIP1 ULK3 FOXD3 MACROH2A2 DYNC1LI2 MAN2A1 PAK2 PFN1 ATF7IP YBX1 DMRT1 REL DIS3L2 MSN VSTM2A AZIN1 NLK TMX4 URB2 PNOC XPNPEP3 FCHSD2 CELF3 EIF2S3 MAGI1 SERPINE1 CREBRF CFAP44 WNK1 EIF4A3 ACVR2B LRRTM2 RPS29 ZC3H12C PTGFRN MIR4696 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4696 EEF1AKMT3 MAX THAP1 RARB SSR3 CDK1 FBXO28 PPP1R9A PPP2R2D KCNH1 SGK1 LYSMD3 SEC24A CDK13 PAIP2 STEAP4 MYRIP TM9SF3 CCNY TIMP3 SERTAD3 BEND6 LRRFIP1 ERC2 AMPD2 GXYLT1 ZFX GLCCI1 GPRASP2 ZNF22-AS1 TMEM47 SH3RF1 TRIM36 PRR15L ZNF532 SPAG9 DEK TERF2 MEX3C CBX5 MPZL3 ERCC6 CREBBP RASSF2 ERVFRD-1 SMAD4 G3BP2 WDR47 ABCC9 MPZL1 SUPT16H SHANK1 JPH4 VAV3 FAM107B GABRP ZNF416 ATP5MC3 CREM SRSF4 ATL2 SOCS6 UBE3A RIOK2 CXCL3 C4orf45 PIK3CA DICER1 SIPA1L1 TRIM2 TCP10L2 NUP153 GDAP2 ENPEP ZFR USP14 NPY1R KCNH7 SEH1L CHFR NACA JAZF1 IGFBP3 SLC17A6 TTR TRMT61B TNFSF11 EML5 CREBRF TMEM243 ANKRD34A CACNB2 FBP2 ZMIZ1 TRH DGKH RYBP FOXP1 C5orf22 MIR5579_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5579_5P CRH GPHN AADAT CCDC59 TRAM1 SEC24D SHTN1 DEPDC5 HNRNPR PDE4A BBX ZMYM1 MALT1 RAB11A ZNF780A ZNF567 LTBP2 PPP2R5A RGS7 LAMTOR3 CNTN1 ASH2L NCAPG2 HDAC8 CDH6 IKZF2 KBTBD3 CREB1 PAPPA HOXC13 RBL2 KCNT2 COPS8 SIN3A STAP1 SLIT3 GAPDH ICA1L NHS TXLNG NR3C2 PHACTR2 PLEKHA8 ZNF257 PATZ1 DSG4 NECAB1 GNA13 ACTR3 CYFIP2 ZFY AMMECR1 LONRF1 PALMD MAP2K4 MAFB LZTS3 HELZ FEM1C TAS2R20 UBE3A FBXO11 ANKRD42 MAN2A1 RIC8B SIAH1 TFCP2L1 GUCY1A2 ZNF521 C17orf100 SCN1A ZCCHC2 THBS2 RASGEF1A RYBP CRAMP1 KCND2 GJA3 MIR6848_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6848_5P LFNG MPP2 CASTOR2 CRHR1 NCDN IL27 OSBP2 MLF1 SRRM3 MMP15 GEMIN8 CPLX2 PEDS1 SIRPD DISC1 DVL3 MYORG ARC USP21 SLC12A4 TNFRSF10B USH1G BMERB1 SYT7 HDAC7 NFIC CASTOR1 GPANK1 EIF5A RPUSD1 TPSAB1 SEC11A SCUBE3 CMTM5 KCNAB2 IGF2 LSG1 CDK16 INKA2 FGR NAPA SCRT1 FAM53B OR51E2 B3GNT7 PRSS8 NACC1 NAT8L GALNT6 FOXK1 DCAF12 LRP10 ARG1 SRD5A1 SCNN1A SPRED3 UBE3A MDGA1 NTSR1 CHP2 CCDC97 ZC3H7B WNT1 SLC8A2 PRKCA NDEL1 ABTB2 NCOR2 PPP1R9B SIT1 RASL10B NCKAP5L ADGRL1 CPLX1 MIDEAS CHN1 SLC9A1 SHB TPSB2 TCEANC2 KCNJ10 PDGFB MIR4539 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4539 EGR2 DPP10 ELOC LPGAT1 C21orf91 RFX4 CCDC14 COBLL1 HNRNPDL CADM1 SLFN13 LEXM ZNF367 ITPRIPL2 MARCHF6 ITGAV IL33 HOXC4 AKTIP FAM166C MAP3K2 KBTBD3 FAM160B1 PTCH1 B3GALT2 RBM14-RBM4 CNKSR2 SNX11 CSNK2A1 MAGEE2 ACBD3 SMYD2 ZBTB34 EFCAB1 GRIA3 NIPA1 ATP8A1 EPB41L3 GTF2A1 EPC2 RAD21 CCDC178 IDI1 TRDN NIPAL1 TMEM33 TOX4 LY9 VPS4B RIMS2 FRMD6 ATL3 PLEKHM3 RAB28 ORMDL1 FAM199X EMC8 PAK2 PPM1E EML4 TFAP2A NEIL2 ZNF251 AZIN1 ARL6IP6 PPIL4 ARGLU1 MRPL47 RTKN2 NXN KIF5B COA5 PTPN4 PEX13 ZHX3 LRRC59 ZNF827 ANKRD34A VWC2 ERCC6L MIR370_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR370_3P CD84 TPM4 MLEC ZCCHC17 RAPGEF1 PEAK1 SYNJ2BP-COX16 CCDC198 KLF12 CNTNAP1 ZDHHC15 CDC42EP4 GRIP1 PSD3 TPO CASKIN1 VPS26A GSS ATP11A MGMT DSTYK FAM193A SLAMF6 AR TRIM33 SEZ6 WNT10B IFIT1 TPCN1 SRSF6 NFASC ATXN1 OSCAR CHST11 TMEM161B SPTSSB UPF1 CES3 SMURF1 SEC22C TMEM117 ADGRA2 CEP112 ADCY1 SCG3 AP3M1 INO80 USP37 APOBEC3F PRTFDC1 AFF1 SMAD1 GPD1 ING3 DNMT3B FLT1 ARMC7 SERTAD4 ZDHHC5 DOCK4 MAU2 SOGA1 PLEKHG4B CHD2 OR12D3 SLC4A4 PMAIP1 DHX35 CHST15 USP39 BAZ2A MTMR1 TADA1 RFX7 ERVV-2 SMAP1 LRRK1 EXOC7 DBX2 RAP1GDS1 DCBLD1 ATXN7L3 FOXO1 MBNL1 RNF20 HNRNPL COX16 BICD2 ZNF189 NR4A3 ZNF827 HMGA2 PAG1 MIR4294 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4294 TFG SRPK2 WIPF2 FAHD2B PMP22 CLIC5 ARNTL2 ETV1 HABP4 VIPR1 LOXL2 NCKAP5 MRGPRX2 THRB NBR1 CSNK1D CTNND1 TCERG1 SNAP25 HTR3C KATNAL2 KLHL14 EBF1 LMLN BPIFB4 EZR NEU1 SDK2 MSX2 ARFIP2 EFNA5 IRF2 ZNF668 TDRKH OXGR1 PLCXD2 CKMT1A ARHGAP24 LCLAT1 SUSD4 SLC5A12 KIF3C KDM3B BTN1A1 PEG10 ONECUT2 SREK1IP1 AGBL1 ORC3 LRPAP1 KLRK1 CYTH4 FAM86B1 SLC18A2 SRSF8 PAX8 R3HDM1 ABCG5 AEN BZW2 GLYAT ADRA2A ZNRF3 TNFRSF11B PRKG1 MAP3K20 CEP350 CFAP77 SSR2 GAS2L2 SPOCK1 TPX2 TCIM TMEM19 PDZD11 MIR134_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR134_3P RGS6 CHRAC1 UBN2 AGPAT3 SIM1 JAM2 ROBO2 CRMP1 ARRB1 YWHAZ KLHL14 NR6A1 FOXP3 NUTF2 ORMDL3 EPHA10 GABPB1 IGDCC3 MDM1 UBE3D SORBS1 FZD1 TPCN1 BPTF CTTN SYT2 DGKG LMX1B EN1 ODAPH DNM3 SLC34A2 MMP8 STX3 SPPL3 ADCYAP1R1 LDLRAD4 ZNF641 MMS19 ZFAND3 GPR137 TAB2 EIF5B FLOT2 ACSM2A ACSL5 FAM43B TTC4 IPO9 TMEM132E MYO19 CARHSP1 OSER1 STOX2 ZMIZ1 RIMS2 STXBP1 SETDB2 RNF170 SP100 ABHD11 AMD1 NECTIN1 TNFAIP1 ACER2 SMARCD1 NDST2 PTDSS1 SECTM1 PRRG1 H6PD SLC6A3 SH3PXD2A ONECUT2 ATP6V1C1 FAM199X HLA-E ZNF131 MECR LRRC4B MMRN1 IL21 PLCH2 ZNF660 PPP1R14C LVRN MIR3156_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3156_3P HSPA14 GRIA2 ZNF384 CENPP MEF2C TARDBP ANKRD44 AGBL3 PCDH15 VASH1 ZNF367 UBASH3B CRKL ZNF268 TCF20 ZNF781 CAPRIN2 ZFP36L1 TNPO1 ELF2 NR2C2 ZNF230 GCC1 ACVR1C ZNF426 IKZF2 GPR63 ERLIN1 ISL1 C2orf49 POLR1B SMARCA1 ZNF559-ZNF177 IGF2BP1 LAMC2 ZNF544 ZNF559 YTHDF2 ZNF440 ZNF135 MIS12 BTF3L4 MDM4 ZNF146 CNDP2 ZNF732 ZNF14 ZNF594 ZNF763 TPT1 ATXN1 NCAPG SPRTN UBE3C MCC HTRA4 RFX3 HLA-DPB1 HNF1B ZFP90 SMAP2 SEPTIN11 ACP2 CWH43 SLC31A1 ZNF773 USP48 FREM2 CDC25A KMT2A UBQLN1 UBE2W ZNF124 INO80D ZNF37A PENK ZNF302 NEXMIF ZNF584 ZNF439 ZFAND2A MYF6 TPK1 NUFIP2 CTSC ZNF189 ABCA9 MEIS1 ZNF586 MIR622 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR622 TGIF1 CAMTA1 FAM104A DBNDD2 MYLIP USP44 BCL10 RALGPS1 ETFBKMT VIPAS39 TBC1D14 RAB10 DCUN1D1 PPP1R2 TTC17 POU3F3 EYA1 DYRK4 G3BP1 FRS2 BNIP3 ZMYM2 NFYA MBNL1 PTGES RPP14 HOXA9 MARCHF1 JRKL INSIG2 GHR SMARCAD1 SPRY3 DCUN1D5 CLK1 APPL1 UBE2K ING1 ROCK2 TXLNG ARHGAP20 SERAC1 PHACTR2 IRF2 DACH1 ST8SIA3 GPR89A SS18 SPTY2D1 SRSF1 PDE3A CNTNAP2 CDK8 ANKS1A RXRB PATZ1 CXCR4 SLC39A12 SLAMF1 CSF2RB DYRK2 FRAS1 ESRRG YAP1 DIO3 SLC5A3 PRKAR2B AMPH FKBP15 CACNG2 ATF2 NAA25 USP9X FKTN DKK2 YTHDF1 DGKB GPSM2 RCOR1 WASL TCF7L2 MYL12A MIR6750_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6750_3P CENPA EHBP1 RGS5 FYN PLAGL1 SLITRK4 KCNC2 TRIT1 CTBP2 MAP1B TULP4 CPA4 HPGD RPE TMED7 SEMA6D TGFB2 PAXBP1 EML6 CHCHD2 PHF20L1 PPP2CA CDC14A C16orf70 PRDM10 MARK1 ZPLD1 HEY1 RABGEF1 LHX1 SMARCAD1 PTPRC GPR158 PLCL1 HDAC2 TMEM182 TMCC3 C16orf91 TRIM5 MPZL1 CHD6 GNG10 MED13L MTRNR2L3 UCHL3 ERLIN2 COPS7A GCH1 UBE2G1 ATXN7L3 FAM199X PKDCC FAM241A MTRNR2L7 FNDC3A RPEL1 NUP160 PDE7B CFAP47 ZBTB4 ADAMTS5 NRP2 DTWD2 ATOH7 SLC9A1 DTL C5orf15 KCNA7 DNAJC25-GNG10 STOX2 MIR1178_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1178_3P IPO5 ARHGAP31 AFF4 FAM98A PDPK1 BCL2 LYPD1 GNAS CXCL6 PPP3CB SEZ6L2 ATG5 PEX11A RORA HHIP HNRNPR ELK4 ZNF577 MAT2A SPTLC1 RIMKLA STMN2 MYH10 ZMAT4 SUPT7L ABCA12 PCDHB10 MAP3K2 LEMD3 HERPUD1 GABRA5 DLG1 ZNF510 EGR3 ALDH1B1 SPAG9 GPM6A ZNF385A GPAM CENPI CDH23 NPTN MAGI2 ATXN1 AMMECR1 AADAC DCUN1D3 NUDT21 TSPYL4 ATP1B1 ZZZ3 ATAD2B CDK8 LZTS3 SLC5A12 DNAH6 CNOT6L RIMBP2 ZNF888 FNDC3B NUS1 CRY2 NUTM2G MMGT1 GLS FAM199X SNU13 PTPN5 SRPRA NAA30 SUZ12 ADAM9 CDH13 CEP126 ZNF701 SLC45A3 WDR48 COL19A1 ZXDC TUB SLC39A6 KLRG1 TMEM184B EIF1B TMPRSS11E GABRB2 EWSR1 ASB7 MSL3 MYO5B SNCA MIR4695_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4695_3P PWWP3B FARP1 EDA2R IFT88 DLEC1 TCEA1 MAP3K7CL TANC2 DDX3X NBEA LGR5 CFAP61 CUL3 ROPN1 PDLIM3 ENAH LBH ZNF250 ELK4 E2F6 LAMP2 PARS2 FAM107B DCAKD REST ZBED6CL MRI1 INTS7 CHRNA7 SLC17A3 CFL2 ISL1 SLC35D1 LRIT2 LRRC66 ABLIM3 GTF2H5 OTX2 SNX2 ATXN7 ARFGEF3 TRDMT1 LMAN1 BAZ1A ODAPH SPRED1 GPR75 SDC2 KIF16B PURG ZNF420 SV2C LCOR SLC7A14 RIDA CEP112 CALB1 MXD3 EIF4E3 DPYS ZNF394 GMFB SOX3 SLC17A7 PSD2 C5AR1 FGD6 PTGFR KLF7 MCTP2 ADRA2A ZNF10 PROP1 SLC38A1 ARRDC4 KPNA4 PIGK WDR26 MIR532_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR532_5P PARD3 ADAM22 AHSA2P CDO1 SNX16 CXCL1 TUBD1 VPS13C TMED7 XRCC5 CPEB3 SEPTIN14 MINDY2 FRS2 CNTN5 RASSF5 FAM126B BICC1 CCNG1 HECTD2 PCDHB10 NR1I2 SUCLG2 NDP COLCA1 BICDL1 FAM160B1 XPO4 PCGF3 PWWP2A IRS2 SLC25A46 EPHA4 FOXP1 ZRANB3 ATP8A1 SVOPL COG5 NR5A2 LIN9 RGPD6 RAVER2 CYCS NCF2 SKIL MDFIC GPATCH2L TAP1 RAP2A SI CIBAR1 RAB11A KRAS SPATA5L1 RGPD5 TAB3 CXCL2 SRSF12 SUCLA2 SESTD1 SMARCC1 DENND6A SLC5A3 AASS SPIRE1 EPC1 LCA5 RGPD8 TRHDE GCC2 RABIF PTPRJ ATP13A3 RGPD4 TTC14 PDS5B ARID2 RCOR1 SPATS2 BHLHE41 MIR1912_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1912_5P PAX6 ZIC4 TSHZ2 PCDH20 MMP16 ROBO2 ARL13B KMT5B ADD1 AUTS2 C6orf62 GREM2 CMTR2 AICDA OGFRL1 PDPK1 ZNF268 SETD7 LYPD6 C6orf201 XPR1 SLC38A2 IPMK PTPRK WDR44 SLC36A4 NFASC SPTLC2 ABCA1 SREBF1 TMEM47 MTMR6 ZFYVE28 PDE4D LPCAT2 PRKAR1B UGCG SLC1A6 CDK16 SETD5 DPPA5 CDYL2 RIPOR1 CDH11 SCN9A GPALPP1 DKK1 PROX1 RAB1A TRPC1 SGCE VPS54 SERTAD2 BHLHE22 CASD1 ST8SIA6 NSA2 GRM8 ZNF572 UGT8 ZNF624 EPHA7 KLHDC9 BOD1L1 INO80D BSN ZNF347 TACC1 SCARB2 SLC25A4 RNF115 SESN3 PDGFD GABRB2 DLG3 CALML4 PDS5B TENT5A ZNF189 BRINP1 RASL11B ZNF660 POLK PDXDC1 CASK MIR1286 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1286 HNRNPK DYNAP ABL2 ZNF423 SLC39A10 SOGA1 ARAP2 CDC42BPB ASPH SIPA1L1 PITPNM3 MAP1B KDM6B SDR39U1 MMP16 PURB ACIN1 KLF12 BACH2 ZDHHC15 DDX11 SLC35A4 CHIC1 NFAT5 MYD88 GDF2 RAB14 FBXO41 CHIA LETMD1 VDAC3 ZNF562 IPCEF1 MAGEC2 DGKI NDE1 GAS7 SLC24A4 RASSF5 CD8B CAMKK1 PLIN5 DEK PCDH17 RAB5B DIRAS1 PCSK6 ARHGEF3 ATXN1 ALPK1 C7orf77 TSPAN11 OPN5 IGSF9B JADE2 UBQLN1 CHST5 MAFB ABHD16A SEC24C ZMYM5 SON CFAP43 FBXO11 NXNL2 TAF5L PPME1 NCS1 SF3A1 MICAL2 WNT1 PLXNA4 ENTPD5 STOML1 PHYHIP HIF1AN PITPNB USP42 CD47 RORB DRC1 STK16 BCAP29 SSH1 ATP8B2 NEK9 LARP1 MIR6864_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6864_5P DYNAP RANGRF RRM2B PPP4R3A SLN CPLX2 MANBAL SNX3 AUTS2 E2F6 HTR2C HEYL ANGPTL2 UCHL1 CYP7A1 LIN7A JARID2 KDM5B RABL2A SRFBP1 FAM20B NSD3 GATA2 C7orf31 DCX SUMO2 RITA1 ERAP1 JPH2 CDK5RAP2 ARID4B TNFRSF21 SUPT3H SMOX CYP7B1 RABL2B OPCML EPHA4 FRMD5 CENPO FUT10 DCTN4 PICALM TICRR APBB1 RGS10 TNFSF4 GNS BAZ2A ZNF680 SGO2 ATP1A2 RBPMS MPHOSPH9 B3GNT2 SLCO3A1 GLO1 ZFP82 BPHL SOX10 DDX52 MAOA DCANP1 BTBD6 CPA6 C17orf98 VDAC1 RSPO3 INO80 AAK1 CPNE8 SPAST MYRIP HSBP1 ITPK1 UBE2D2 TBX15 ZNF691 SMIM9 TIMP4 RASGRF2 PTPMT1 CCL18 CDC14A CEP170 XKR6 LRATD2 MIR592 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR592 BST1 ZSCAN5A SLC39A10 ATP1A4 TMED2 PRUNE2 KLHL29 LRRC4C CHGB ARHGEF9 CLPX BCL11B DHX15 CDIN1 ZNF484 GPR65 INO80E KCNA2 ANKRD36B TSHZ1 RFX1 PUDP PRELID2 TRIP12 SCD CEACAM21 NFIA STPG2 PDE4D F8 GCSAML LRRFIP2 RRN3 PTHLH ZSWIM6 CERS6 GDF11 HEXIM1 BCCIP PROX1 SCRT1 C5orf24 CDK8 NR2E1 AKAP7 ERBB3 XG C2orf88 CCDC149 TSC22D1 NRDE2 PDE3A LAMC1 GIGYF2 ANKRD36C DCLK1 ROCK1 ID2 IGF1 FBXW2 PLXNA2 TCF12 FAM240A TFAP2A PAFAH1B1 TPM3 MXRA7 SART1 MTHFD2L TRDN BCL11A ATMIN RHPN2 CFAP44 GLCE RNF10 DENND11 MIR1261 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1261 AFF4 TMEFF1 GSG1L MBNL3 ANAPC11 CCR1 RBL1 WNK3 KPNA3 CNTN4 NAIP BTBD9 PRDM5 MSANTD3-TMEFF1 ZNF382 ZNF781 LAMTOR3 NRXN1 WDR44 PROSER1 CDH6 NR3C1 SEPTIN3 GAS2 PWWP2A METAP2 HDAC3 TMEM47 ARHGAP5 CTAGE1 INSIG1 UBE2L3 EIF2A OSBPL1A RNF111 ZCWPW2 KIF3A BMERB1 KCNK12 SEPHS1 PTHLH MAML2 USP1 CCDC82 IRF2BP2 MIPOL1 ANGPTL3 ADAM30 ADGRL4 ZCCHC4 ST13 DAPK1 CDH7 ITGAL PRSS12 CCDC68 SLC2A12 SACM1L SOCS6 ATF3 SETD2 CPXM2 UNC5B PIP4P2 GTPBP4 ATP2B2 LATS2 SERPINA7 KIF26B RNF43 MARF1 OSBPL6 ZNF585B CCDC170 NRIP1 NFE2L1 C8orf34 LRRTM3 GABARAPL2 FAM171A1 NHLH2 AGK ARID2 ZIC2 NARS1 KPNA4 SLC16A14 MIR4437 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4437 RRP7A JAK1 RNF11 LYSMD1 PDXDC1 DCAF17 MCUR1 VPS45 ADCYAP1R1 MMP16 RELB ICAM4 WDPCP CEP43 MYH10 ACTR3C MAVS ZNF292 TBC1D12 CFLAR ATG4C ADAM23 CCDC88A ARMC10 CNOT6 UBE2Q2 RASSF1 STX1B C14orf180 PRDM1 RGMB HACD3 DCLRE1B ITSN1 TMEM231 KIF21B KRTAP4-11 SETD5 FUT10 CUL5 NGEF CC2D1B GALNT10 ZNF48 RCBTB1 GDE1 IPP HUS1B SPRED1 HPS1 KDM2A CLMP PRSS8 TCF19 ANTXR1 NAT8L PRKCE FGF9 OASL KRTAP4-8 NIT1 SEMA4B MEF2A RRH CABP4 SH3PXD2A HTRA3 BPHL GLUL RASGEF1A HSD11B2 FAT3 TUBGCP5 ADGRL2 ESRP2 FBXL18 MFN2 NR2C1 GSTCD AAK1 GIPC3 BOK GNG13 CLEC19A GK5 UBE2D2 KCNMB2 B4GALT1 FKBP4 FREM3 H2BW2 KRTAP4-9 COA3 BCL6B MOGAT3 PTPRM POU4F2 PNPLA5 ARL11 SGO2 PPP1R3E WIZ PTGFRN MIR5583_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5583_3P CSF2 DIP2B NIF3L1 GRIA2 POC1B SLC20A2 PCSK5 ZNF566 PEX3 PGR HIVEP1 TCF4 PALLD IDI2 NUDCD2 CUL3 RINL GNPDA2 RAP1GDS1 TRABD2B AP2B1 HNMT ZNF26 CCDC88A PIK3R4 FMR1 CREB1 PAPPA PIEZO2 INPP5E SH3RF1 PRLR TMEM202 SMARCAD1 YTHDF3 SCAMP1 SNTG1 NHS USP1 ST7 GABPA NTNG1 CU633967.1 FKBP7 ANXA4 PLPP6 VAMP4 C2orf66 SCN2A BOLA3 CADM3 CU634019.1 HIBADH SPTBN1 UACA SMARCA4 PDCD10 SKIDA1 SLC6A11 ITGA9 TRIM50 CU633904.1 CDH9 ATRX TLR4 DLX1 MOB4 SLC30A7 CRTC3 SCN3A WWP2 AKAP10 DTD2 HYDIN PHIP FP236241.1 TTC7B SCML2 TNFRSF11B NEGR1 TADA2B NR4A3 SCLT1 CLOCK MEIS1 TIMM8A HSPE1-MOB4 MIR6732_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6732_3P CREB5 SIX4 PRRC1 SEC14L1 PRKACA MID1 MAPK8 SCAMP5 IFNAR2 SIM1 DPP9 CNPPD1 ATF2 RCOR3 CADM1 KLHL29 KRTAP22-2 SH3D19 CEACAM1 NCK2 RIT1 FAM20B LMLN RSPO1 DPYD DAZAP1 PARP8 SPAG9 DLEU7 GPR158 MLLT10 CCDC138 NAV2 UBE2R2 B3GALNT2 EIF5A2 TRNT1 USF3 DESI2 EIF3J CASD1 HIBADH NUP43 VPS50 CNOT6L RAP2A DCLK1 RAB21 PATZ1 CNNM4 NRBF2 CXCL8 ATP10D ZNF561 RPS6KA1 PIK3CA TNRC6B MYO19 SLC25A15 FNBP1L COL4A1 FGF13 CBLB DNAH5 NPL BTRC SUZ12 MAPRE1 SOX3 CSMD1 GALNT1 HOOK1 RBM7 CPEB4 CFTR EPAS1 ZNF215 PNPT1 KIF5B NHLH2 CHORDC1 CEP104 YARS2 LRRC59 CREBRF GOLGA3 CLOCK ZC3H12C DOCK3 DENND4C PDGFB ABHD3 SVOP MIR7113_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7113_3P RFX5 SPATA13 TRIQK LBH KCNC2 TLE3 SMAD9 USP38 PHETA1 PDE1C NKD1 ITGA8 ASIC1 PYCR1 PPP1R37 EDEM1 NCAN FRMD5 PI4K2A SPATA31D4 TACC2 BARX2 TMEM116 DUSP6 FMO5 EVX1 CCR2 FUT1 SLC10A6 DPH2 CNNM4 ELFN2 CAPN15 ATXN1L ZNF618 EDN1 BTN3A1 IGSF11 RPGRIP1L TAS2R14 GTPBP1 E2F3 ZNF512B TOB2 RASL10B USP53 PALD1 MBD1 TSPYL1 NCK1 E2F2 DTX4 CRAMP1 EBF4 TANC2 MAP1A ZNF646 IST1 KMT5C CHST2 ANKRD13B MAPK8IP3 OLAH MMP26 BICRAL TMEM239 ARSI GNAI2 SOX11 ASPH BCL2L11 MAP2K4 ATG14 RAP2A FOXK1 RAB37 AGO4 AGAP1 TNRC6B KIDINS220 NEDD9 CMTM3 KCNQ3 SPATA31D3 SPEG PALM2AKAP2 TLCD4-RWDD3 MICALL1 CD44 DYNLL2 FGF7 MIR7978 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7978 SOX6 MBOAT2 SLCO1A2 MTUS2 TMEM59 RNF220 SLC25A40 ATP11C ELAVL4 ZNF419 NBEA IFNA21 SWAP70 ANKRD28 SGCZ STAT1 USH1C SLC35F1 ZFAND5 GSE1 ZNF268 FAM122C SEPTIN8 PASK ZSCAN22 MAFA ZNF512 PAPPA ZNF711 ZNF135 LOXL4 DERL2 EFNA5 PCGF5 ZNF594 ZNF589 GPR88 DACH1 EPYC ZNF773 HDHD5 NFATC2 CYCS RAD23B RDH8 LHFPL3 NPPC PHF21A TAPT1 FCER1G FEM1C RPL36A-HNRNPH2 PROCR NTF3 ZNF704 ZFP90 HSD3B2 SOBP BAZ2B DNAI4 JOSD1 ZNF516 CLIP1 ADCY1 ZFP1 PCDHB13 ARHGAP32 PIPOX RMND5A ZNF75A ZNF318 GTPBP1 ZNF215 PDE7B ZNF584 TMEM101 ZNF780B BNC2 PDS5B GGCX KPNA4 SMG1 JMJD1C CPSF4 ZNF195 MIR4254 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4254 C10orf105 TMCC2 OSBP2 PAX5 UBA6 ARHGAP25 ARRB1 KDM6A DNER NKD1 ADGRG5 IGF2BP1 CSRNP2 CUZD1 CA10 FSCN3 RHOBTB2 PCDH11Y ZDHHC11 FAM131B DTNB GPAT4 CTDSPL2 CHST11 ASB10 CHMP7 UROS KHNYN KDM3B CHD1 MICU1 POT1 BDH2 DENND5B TBC1D13 CD44 KLRF1 TSNARE1 SPOUT1 SLC26A10 GPD1 BTN3A1 SAMD11 IGSF6 SLC38A1 HBEGF EPHB2 MINK1 URM1 GABRB2 TMEM87A DNAJC25 PKIA PPP1R12B ZNF780B SEL1L CDH24 AJUBA LY6H SHISA7 HOMER1 SSC4D CELF5 PSMA5 WBP1L HPS4 BEND6 KIF2A IYD GNG7 ANKRD13B ZNF470 BSPRY TSPAN18 PLA2G2F KMT2D SCYL3 MGAT5B TRIR PHC2 CD300C LRRC14 ACTR2 LAMB3 LIN28A PARP1 CD1D SIPA1L3 RNASEH2B MID1 KIT DLX3 CENPT PPP1R14C CAMK1G PIGK DOCK3 SHISA6 SH3RF2 PTGFRN MIR3162_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3162_5P SMARCA2 DYNAP PTER AGTPBP1 PCSK1 MARCHF6 CELF4 CYS1 RORA TMEM9 TRIM7 PRPF40A FAM124A SEPTIN2 POLE3 C10orf105 MON1B IKZF3 SLC25A44 SLFN12 LAMTOR4 ADGRG5 GSDMA AVPR2 ZNF385B CCDC127 AKTIP PPM1A LDAH EPB41L4B TPP1 CYP46A1 OSBPL7 CDHR1 RPGR BACH1 STK35 ZNF35 BCL11A DMRTA1 APOL6 RPTN SLC10A7 ATF7 SPATA31D4 BRK1 ARNT C12orf73 SGMS1 COL11A2 RRH ERO1A SEC31B TIPARP YARS1 MMGT1 UNC5B GABBR2 CNOT4 EPG5 DACT1 ZNF618 PICALM CLEC4G CDH23 GKAP1 N4BP2L2 CEP128 VCPIP1 URM1 RPS6KL1 CCDC113 PARP9 GUCA1B NRXN1 ABCB5 MIR3682_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3682_3P MASP1 SLITRK3 FGF12 EFL1 MEGF9 SOGA1 ARMCX3 MARK4 PGR ZNF286A BTN3A2 SULT1C4 OPTN ZNF540 SLC24A2 F13A1 DLG1 ENTPD1 TTC39A FUT9 GPR65 SRP14 TRDMT1 NAP1L1 PROSER2 SLC35D1 GRIA4 ZNF853 PHF14 NKAIN2 RUBCN FAM83C PPT1 C6 BCAS2 PRKAA1 MRTFB ARHGEF38 DDX46 EPC2 PROS1 GLIPR1L1 YLPM1 FBXL2 DIAPH3 KIF16B DYNC2LI1 JHY BTN3A3 LRAT FXR1 STMN4 APCDD1L BTN3A1 TTC9 CRACDL USP37 WARS2 FRMPD4 TWSG1 CFAP47 IGSF6 EPC1 PTCHD4 EDAR JAZF1 DNAJC24 DIAPH2 CYRIA FAM135A PTPN23 RPA1 PDS5B PHF6 AMMECR1 CCNT1 ZNF638 SENP6 ZNF286B KPNA4 SHISA7 WFDC8 FLT1 ITGB8 ACAT2 MIR6793_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6793_3P MEI1 CDKL5 MINDY1 EYA4 RNF181 HOMER1 CCDC157 SEPTIN10 KYAT1 TGIF2-RAB5IF SAMD9 PSD3 NEO1 FAM91A1 KLF7 PLXNA3 CRLF3 KLF8 PDGFC AMOTL1 NAV2 PTPN11 CNOT9 ITGA6 BLVRA PPT2 E2F8 SEMA3F SYT4 HEPACAM2 UST JMJD8 UBE3A KMO YIPF4 INPPL1 FAM219B CARD8 MTRNR2L7 RPS6KA4 NUP153 HERC3 KLF3 FAN1 RAB5IF MSI2 FAM174A PHF8 C1RL BRD1 LONRF2 MTRNR2L5 ARRDC2 CLOCK ALKBH7 JADE3 LMX1A TTC17 ATP2A2 CALU NRBP2 MTRNR2L10 TEF LMNTD1 RBFOX1 PPP1R16B XYLT2 ETV3 SRSF1 KSR2 RWDD2B PHF13 EFCAB1 KMT2A DDR1 JAZF1 ELAVL2 ZC3H6 KIF19 PHKG2 CACUL1 LRFN4 STON2 MAP3K10 ACVR2B MTRNR2L6 LSM14B CLSTN3 MIR3616_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3616_5P RBM12B DYNAP RNF32 GRM5 E2F3 MTMR2 WNK3 FMO3 C21orf91 C9orf24 ZNF483 CPA4 APBB2 RINL ZNF155 BSDC1 NR4A2 CROT SLC25A23 XYLB CNOT7 COBLL1 BTBD7 BIN3 HLA-DPA1 KDM5B CACNA2D2 SNTN WDR72 DKK3 GPR171 SHCBP1 HCN1 TYW3 UNC5C SLC25A26 TMEM217 CCNL2 CYP7B1 KCNMB2 KRT32 TAGAP CLK2 GPRC5A TRDN SEPHS1 BCL11A ADPRHL1 MARCHF2 SATB2 SLC4A5 EPHA3 ASPH PCDHB12 RNF213 RAB23 SLC23A1 YAF2 CCDC186 THAP10 SPTLC3 SOSTDC1 EGFR PAQR5 SLC2A12 EBF3 LYRM4 CLC MED13 BMPR1A DTWD1 OST4 RPL36A PYGO1 CXCL9 GABRR1 PTS MMUT NHLH2 IRX2 GNB5 PRSS35 RPA1 SASH1 MCM9 MLANA SPOPL TRIB2 ITGB8 MIR4689 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4689 CD84 IPO5 RACGAP1 TMCO1 NRN1 SLAMF7 FOXJ2 AMOTL2 CCDC178 ADCYAP1R1 GRIN2A ABRAXAS1 TBR1 IL13RA1 SLC35F1 PKD2L2 POU3F3 NOL4L KAT7 HBP1 CD59 SCAF4 GABRA6 GDF5 KRT40 UBE2QL1 CPSF7 TOP1 CCDC127 GPR65 NR6A1 AL162231.1 FMNL3 GSDMC IGF2R VRK3 SH3TC2 LEPROT LUZP1 PRKRA BLMH KANK2 CEP120 GRSF1 ZNF652 SEMA7A EYA4 ATP12A BCAT1 FAM53B BAZ2A HPSE CCDC149 BRPF3 GFRA1 EXOC8 MAP7D3 FAM168A RIMBP2 SLC34A1 SOCS6 S1PR1 FAM167B ZNF99 IGSF5 RNASE2 ZNF280D SLF2 MBP ARHGEF39 SNPH WNT1 ING3 ZBTB39 TROAP KLHL24 MIER1 CIT GABRB2 KIAA1549L VWC2 CNGA3 SV2A ANKUB1 ESYT1 RTL5 ZDHHC6 ENDOD1 MIR6781_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6781_3P RGS6 CCL4L2 PALM2AKAP2 FAM104A SLITRK4 TMEM178B ANK3 KPNA3 RBM39 CCDC115 ATXN3 SPRY2 CCNA2 COBLL1 KLHDC8A KLHL29 ECHDC1 HJV SLC24A2 PPARGC1B RAP1A GLIS3 DIPK1A MYRIP ATP6V1F CDH8 MRC2 TOP1 TSC1 RAD54L2 ZBTB33 LINGO2 KIR3DL3 SLC26A7 BRWD1 ANKH DPY30 AL589987.1 CAV3 SLC30A10 CDK14 RHOXF1 PNPLA4 NIPA1 EFNA5 DCAF5 PMPCB ST8SIA3 ZNF737 ADRA1A RABGAP1 DCUN1D4 MON2 AS3MT CD2AP ATG14 ADCYAP1 ANXA5 TMX2 TIA1 FAT3 EMX2 NSD2 FNDC3A ASIC4 RMND5A COL12A1 OGA KCNK2 PRKCA BSN WDR1 MAGI1 BRF2 TRAK2 NUFIP2 NRP2 EXOC6B SEL1L TMEM215 DMRT2 KCNA6 CXCR6 FUT11 TNFSF11 MIR8055 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8055 ZNF568 PLS1 MORF4L2 CBL MIA2 ZNF101 RTL9 ZDHHC15 DPP8 TGFBR3L CNR1 GUCY1A1 IRF2BP2 MLLT11 GBP4 SCN3A ETV1 SCD5 HIF1A MKLN1 CALML4 NCOA2 EYA4 CDY1B CDY1 VAMP1 MAN1C1 NAP1L1 TSHZ3 FAM43A HSDL2 UCHL3 PREX2 ADGRF5 RBM26 NRAS ZNF566 RAC1 TRAF6 KCNMB2 ARF3 RNF145 PSMD14 SLC2A1 GEM TP63 C5orf24 SPHKAP MAP3K8 NOS1 ZHX1 RCAN2 SLITRK4 RELCH SPAM1 MAP3K7 COBL SCN9A KRBA2 RFX7 PLPP5 NALCN CHRNA7 SULT1A4 NSD2 CDH23 AAK1 WDR82 PTCHD4 HECA ANKRD1 MACC1 SV2A PABPC4L SF3B1 MIR518E_5P_MIR519A_5P_MIR519B_5P_MIR519C_5P_MIR522_5P_MIR523_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR518E_5P_MIR519A_5P_MIR519B_5P_MIR519C_5P_MIR522_5P_MIR523_5P NUDT4 LILRA1 AMZ2 SIKE1 PRRC1 SEMA6A PPP4R3B LPGAT1 TRIOBP NRCAM CNNM3 KCNIP2 SAV1 HMGN1 PTGES3L TBR1 COX20 KLF15 ECHDC1 ZCCHC10 FLI1 LHFPL5 C6orf136 G3BP1 ZNF45 BCL2L2 KCNJ14 BEND4 ACSM3 ZNF823 MSH5 NCEH1 SLC25A33 RB1CC1 FLT3 HOXB9 RBM27 GHSR USP8 HMGB3 EGLN3 NCOA2 ZSWIM6 ELOVL6 TFRC GALNT11 DCAF10 MED4 SS18 TMEM170B PTPN21 JPH4 TXNRD2 LCP1 TMEM65 FAM174B NMT2 LSM8 ZNF512 DLL3 CCDC91 CLK4 SCNN1B NFIA HYKK ADGRB3 OSBPL6 DNM3 TRIM10 GIPC3 PLGLB2 PRRC2C ARL2BP CHORDC1 EWSR1 SFT2D3 CREBRF HIPK1 PLGLB1 FBXO40 AJUBA RELL1 TMEM87A RP1 CNTLN FGF7 MIR4329 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4329 ZADH2 CACNA1G SLC44A1 CUL3 KLF12 ZNF135 TSPAN9 XIAP SEC14L1 ZNF706 EPSTI1 PPP2CA LEMD3 SPDYE6 RASSF1 TMEM47 DPY30 RCBTB2 SHOC1 RNF166 DOCK2 ING1 ABL2 ACTN4 BCAT1 SDC2 STARD3NL SIAH3 HLA-DPB1 NAA15 RICTOR TRIM26 NCCRP1 UBFD1 MBP NUP153 SLC25A24 TOP2B WNT16 SLC6A16 CSTF2 ARHGAP6 LRP12 COL14A1 BEST3 UCP2 ARHGAP30 TLN2 HSF2 RS1 TLL1 LRRC7 RASEF UNC5C TSSK1B IER3IP1 C8G XBP1 ZFP36L2 TENM3 TEPSIN KHNYN PSME4 ATAD2B ZC3HAV1 YWHAE DACT1 CTBP2 SMIM17 NEXMIF SPDYE5 ATG5 FABP7 POMT2 PDZRN4 CADM1 CNST STK39 ATF3 MIR3155A_MIR3155B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3155A_MIR3155B DAG1 SLC20A2 SERTAD1 RETREG1 TNRC6C CARHSP1 PTPRE MCTP1 TGFBR3 TNR CREB3L3 NFATC4 ACVR1B NDOR1 REV1 BTG4 PTGER4 ADGRE2 CSRNP2 VKORC1 HLA-DOB TWNK CDK9 COLQ JADE2 SNN JPT1 CYB5B CRTC3 FGF1 MAP2 RAB30 EFR3B ABCB10 CPLX3 RHOBTB1 MYCBP2 QTRT2 PKNOX1 TGM2 DPYSL2 SPDYA WFS1 TSGA10 MFSD14A KIAA1549 ZMIZ1 IFNAR1 DCBLD2 TNFSF9 HIPK1 KCNJ14 XPO4 MAGI1 BSDC1 NDST3 CSF1 AVL9 SOX5 MED8 EFNA5 ZSWIM6 TBCD TOR3A LZTS3 PDGFA HIVEP2 MGAT5 HK2 ALPK3 EPX STRN IGBP1 HNRNPR HOXA5 PIKFYVE ANAPC7 MIR630 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR630 SLITRK3 TMEM170A ZNF148 RFESD ARL6 DIPK2A NDUFA5 CDC7 SLC10A7 QKI KBTBD2 CHD9 MIA3 TMED7 DCAF13 ZDHHC15 LMO3 TLK2 NAB1 CRKL ERO1B RPF2 FRS2 PDP1 LYPD6 FAM126B SALL3 CFLAR EZH2 TAPBPL ANKMY2 LUC7L3 ZBTB4 DCTN4 NHS WASHC4 WWOX H3-3B ABCC2 CBX5 ST6GAL2 GPR4 DDIAS CEP44 CTDSPL2 EXO1 SAMD12 PSMC2 LAPTM5 ZDHHC21 EPC1 MED13L KDM3B PDLIM5 GOLIM4 AIG1 RASGEF1A AMER2 ZNF131 KIF13A NKTR CCDC71L SUCLA2 PCLO AKAP10 YES1 PHIP LRRC1 ZFP1 KLF6 CLIC2 SMIM15 MTM1 PRKCI EFCAB5 RDH10 SLCO1B1 SLC51A TM7SF3 ZNF17 MIR4289 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4289 PAK3 SP7 PTER TNPO2 PTPRR SLC25A40 CTCFL MBNL3 MLEC TEX30 HNRNPDL MFAP3L HNRNPF LIMS2 ATP2C2 MSANTD2 TLK2 LILRB4 MYH10 ENC1 ENY2 GIPC2 THOC2 HTR4 TBC1D32 SLC11A2 PLCB1 CFL2 ZCCHC7 INSIG2 ULK4 FAM3C SYNPO DCLK3 ZFP14 ANXA7 CIAO2B RPS6KA6 ID1 MAP3K1 TRNT1 MPHOSPH8 SETD7 GOLGA7 GRHL2 BCDIN3D FAM120A SOCS6 PTCHD4 ATG3 PPM1E GUCY1A2 RAB18 CDC42SE2 TMEM68 TNFSF14 CYP24A1 STT3B SDHAF3 WIF1 MAPK8 PLP1 GLCE TMEM215 LRRTM2 CFAP300 PLXNC1 ARFGEF2 KCND2 FGF7 MIR508_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR508_5P IPO5 CREB5 MBNL3 AMER1 CGGBP1 IRGQ FAR2 GCH1 KNL1 TFDP2 C6orf62 AKAP12 UBA52 REEP6 SDHC MYO6 SHCBP1 HJURP SLC9A6 TMEM87B FAM171B USP13 DAZAP2 GREB1 C4orf19 SLC25A30 TLNRD1 CYYR1 SNAP91 GALNT9 FNDC5 ZNF850 PGAP2 C16orf72 TRMT9B FAM168A FGFBP2 SEH1L ZBTB33 VLDLR B3GALT6 PDS5A ELMOD1 UBE2N DIXDC1 NAV3 WARS2 AKAIN1 PPIP5K2 PRRG4 CEP350 SORL1 KCNH8 SART3 TSGA10 HELB MYBPC2 POTEA TMEM163 PDZD2 PLAGL2 SCML1 CPEB3 LIN28B KLHDC8B PDE4DIP MINDY2 SIRT5 JARID2 NOL7 CCL13 YBEY MYRF SLC39A8 SERAC1 DMRTA1 DOK6 GMNC OSR1 SOX11 GPATCH2L SKIDA1 WDR43 UBE4A APELA UBA3 FOXO1 MSRB1 NLK LHFPL1 CYP3A4 ZNF568 ISM1 RNF157 CRISP3 CLMN PTPRJ RAB33A SACM1L EMP1 DPH3P1 MIR770_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR770_5P MNX1 TDP1 TANC2 MATN2 CNTN4 RRAGB ZNF117 CCDC60 CPEB3 KAT2B FLI1 CCND2 MYH10 TARS1 ARHGAP12 MARK1 TFCP2 RAD23B SAMD3 AQP4 IPMK BICC1 AMIGO2 ZNF138 PBX1 MYO6 ZNF765 ZNF764 ADGRV1 KCNMB2 STK17A SIRT7 GCSAML CDKL4 ZNF676 GTDC1 ZDHHC11 TLCD3A UHRF1BP1 NETO1 BAZ1A TLNRD1 XAF1 DLST ZNF107 OGT SORT1 MAP3K1 TMEM38B RBM46 NAP1L1 ADD3 CABLES1 HSPA5 IKZF2 DIAPH3 GOLGA7 NUDCD1 HERC3 TMEM178A ELL2 CNOT6L NAA15 ZFAND3 ZFP90 APELA NTRK2 MAOA ZNF99 BTG1 KIF13A EML4 ZHX2 SMARCC1 AKIRIN2 STK38L GMFB CCDC85A PDCD2 DSE DHTKD1 TBCA MMAA UBR3 SLC17A6 PPP4R2 ZCCHC2 FAM135A PTPN12 MTPN TMEM132C PAFAH1B2 SP4 PLXDC2 PPP3CA RAC2 CPEB2 ZC3H12C CKS1B RCHY1 MBTD1 MIR4686 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4686 BTBD1 UBN2 SEC23B MTMR4 EFCAB11 ETS1 LRRC42 SEC31A TBC1D22B RCE1 KNL1 AGBL3 MORN4 TMEM186 ZNF570 LMO7 GPATCH2L FBXO9 CYBRD1 FGFRL1 DYDC2 NME5 SLCO5A1 DCX C1QTNF7 CYP4V2 KRT6A TMED3 RAP2C CXADR HOXA7 PDZK1 ZFPM2 FGL1 GCA SLC66A1L DNAJC19 TJP2 LARP4B FAM133A CIAO2A TTN ZNF839 ANGEL2 RAD23B IDI1 ACVR2A SPINK9 SLC10A7 MICAL2 TMEM33 SLC51B ZNF347 CRELD1 SCRN1 UBE4A EXTL2 RAB21 ZNF704 APLP2 BIVM SLF2 KIF13A RPEL1 RABEP1 NCAM2 EFCAB14 PDIA4 MARCHF3 PHIP GPBP1L1 CKAP2L DMAC1 PRNP VAPA HOXC8 CLDN8 ADAM17 RBMY1F CAT DAB1 PTCH1 TEDDM1 CBLN4 FSTL5 MIR6748_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6748_5P VSIG1 SCN3B CLEC2D AMMECR1L DTNA C1RL H2BC18 GRIK3 CACNA1A VEGFA TCF4 ZNF821 MEF2D TNPO3 RTL9 ADGRA1 SUPT6H TIFAB FGFR1 EDNRB BCL7A SEM1 NECTIN1 PDE6B PCYT1A C9orf116 PLIN3 PALM SULT4A1 NUDT7 KLF13 CT55 YWHAH SOX2 EDDM3A ASB6 CDKL4 SLC9A3R1 MTMR3 CERS6 XAF1 FAM167A CCDC110 IQSEC2 BMP4 TMEM108 ZBTB20 SLCO3A1 TET2 TJP1 SORCS2 TMEM95 SIRPB1 TRPM6 NR6A1 CRHR2 CDC40 FOXI2 LY6G5B CNFN LYL1 TRARG1 PEX13 ITGAV BAZ1B CACUL1 SDC3 RNLS INHBB CD37 ZMIZ1 MIR1228_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1228_3P AP4S1 ZBTB44 THAP1 UBN1 THUMPD3 CCDC115 PTPN1 JAKMIP3 PPP2R2D FHIT RASA4 CEBPG TOR1AIP1 SERBP1 MASTL CBY2 KRT72 RAP1A CRHR2 PAPPA2 LAMTOR3 CDIN1 SDHA KCNQ2 TSC1 FAM90A1 C2orf83 PDE10A IGDCC3 STXBP5 RABGEF1 NFIA MOAP1 ZNF451 TTBK2 UBE2K FAM172A NRG1 PRMT6 THYN1 USP1 ATP8A2 CBX5 ZNF554 TNFAIP8L3 TBC1D5 TPT1 PRICKLE1 POU2F1 CLIP1 SPRED1 ANKS4B SS18 ITGA1 TJP1 SOCS6 ZFHX4 CUX1 IRX2 AAK1 TAB2 NRIP1 ARID1A HS3ST3B1 UBE2D2 BMP7 UBR3 POU2F3 DARS2 AFP NEUROG2 UBXN4 EIF4G2 RASGEF1A TMEM179 MIR6529_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6529_3P SURF4 SAMD14 GSG1L MYLIP RALGPS1 ZNF518A PALLD SPRY2 CTNNA2 NCAM1 RIMS1 SCOC CSRP2 KLHDC8A SLC35F1 PHF24 NRBP1 FBXL3 UBL3 SLC25A35 PACSIN2 GPHN SMAD5 FGFRL1 PLCB4 TSC1 FAM53A ARHGEF4 ATP6V0A2 SULT4A1 CNDP1 FCGR1B YTHDF3 HMGN3 PHTF2 STK35 TENM3 STRIP2 RBMS3 ABR SLITRK3 GALNT15 TTC23L SPRED1 PDE2A PAPOLA KRBA1 CHD6 TCOF1 GPR85 ZBTB43 CD160 SLC2A12 GPC6 PDAP1 KLHL2 SELE SLC8A1 ATP9B ATP10A APLP2 DICER1 EMX2 SUN1 SPTB RIMS4 SH3GL2 AAK1 RPGR CLN8 NEXMIF CLK3 MLH3 DDX23 B3GAT1 WDR26 WWP1 BICD2 COQ10A GTF3C4 HAVCR2 SP4 ZNF586 CABS1 KLF14 MIR145_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR145_3P UBN1 COPG1 NDUFS1 MYO7A DDX3X MINPP1 EDEM3 SERPINA1 SLC5A9 KDM3A ZNF75D SLC25A31 ZNF268 CDC37L1 ARMC3 GRID2 GRIK2 TM9SF3 ADAM23 CCDC88A EBF1 NFYC ZDHHC2 PBX3 PDE1C GZMK CSRNP3 GFI1 MACROD2 SLC30A5 RAP2C ACAD8 PCDHA9 SLC1A2 TTBK2 AHCYL2 FSD1L PCDH19 HTRA1 PCGF5 DPP10 OGT ZMYND11 DDX6 PUM1 HTR1F CS STK24 TPH1 AFG1L SOX12 ITGBL1 SHOC2 PPP6C POP4 LRP10 MIS18BP1 ATRX CDK17 C5orf63 FRAS1 CCNC ESRRG PTAR1 PARVA ARL5B NUFIP2 CDKL1 GGCX VWC2 SHB MIR589_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR589_5P SPRY4 TRMT9B MED20 PRKAR2A ATP23 MOCS1 TTC17 PIAS1 MAT2A TMEM74 FTHL17 DCUN1D2 ITGB3 LRRC8E CAVIN1 G3BP1 MYO6 SHCBP1 KLF7 MAP3K8 MGAT5B PRICKLE2 SLFN5 BCORL1 SIN3A SET PHKB MYT1 SLC12A6 ZBTB22 PRC1 SGIP1 ROR1 ERRFI1 ZFYVE1 PIP4K2B CEP170B CXXC4 TMEM132D CALHM5 PNPLA4 RCAN3 HHAT VAPB FBXL5 PSMD9 ELAC1 SLC25A14 NPTN RGS5 ANKLE2 MPPE1 ASPH CALCOCO1 ZC4H2 TMEM237 SLC3A1 LAT KCNK5 PPP1R11 PHOX2B RFXAP BAG1 UMPS GPATCH2L PURG POLR2G ANKRD46 PKN2 TMEM185B SEH1L TOX AGAP1 VPS13D BMPR1A IRAK1 TRAF6 INO80D CPLX4 CMTM6 ETV5 DCAF7 NOVA1 TTC31 CAT TNRC6A ZNF195 MIR4712_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4712_5P MNX1 TDP1 TANC2 MATN2 CNTN4 RRAGB ZNF117 CCDC60 CPEB3 KAT2B FLI1 CCND2 MYH10 TARS1 ARHGAP12 MARK1 TFCP2 RAD23B SAMD3 AQP4 IPMK BICC1 AMIGO2 ZNF138 PBX1 MYO6 ZNF765 ZNF764 ADGRV1 KCNMB2 STK17A SIRT7 GCSAML CDKL4 ZNF676 GTDC1 ZDHHC11 TLCD3A UHRF1BP1 NETO1 BAZ1A TLNRD1 XAF1 DLST ZNF107 OGT SORT1 MAP3K1 TMEM38B RBM46 NAP1L1 ADD3 CABLES1 HSPA5 IKZF2 DIAPH3 GOLGA7 NUDCD1 HERC3 TMEM178A ELL2 CNOT6L NAA15 ZFAND3 ZFP90 APELA NTRK2 MAOA ZNF99 BTG1 KIF13A EML4 ZHX2 SMARCC1 AKIRIN2 STK38L GMFB CCDC85A PDCD2 DSE DHTKD1 MMAA UBR3 SLC17A6 PPP4R2 ZCCHC2 PTPN12 MTPN TMEM132C PAFAH1B2 SP4 PLXDC2 PPP3CA RAC2 CPEB2 ZC3H12C CKS1B RCHY1 ZNF208 MBTD1 MIR1285_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1285_5P CHCHD3 PTPRN2 TMEM265 PGBD2 TWIST2 PAX5 CDK20 ZNF483 ARL13B UBE4B ZNF454 SCP2 GOLGA8Q SNAP25 FUT9 SV2B EEF1AKNMT PRELID2 ANKRD17 DIRAS2 GOLGA8T DAZAP1 PDE4D USP48 GOLGA8H ELAVL2 AASDH SPAG9 HAS3 PDCD6IP SOX6 C10orf88 TM2D1 CDK15 FAM24B SSBP3 GOLGA8R FBXO45 SLC25A36 RFX3 RFX7 SPTY2D1 GOLGA8J ADGRG2 POU3F1 NAA15 TRAPPC6B ABRAXAS2 TBXT LSM8 AMMECR1L SGCB SLC5A3 GOLGA8M CCNE2 HDAC1 MAPK6 CCDC28A SLC17A6 AFP GPBP1L1 C8orf58 GOLGA8N NIM1K GTF3C4 SMIM21 SORL1 BBOX1 ZER1 MIR203B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR203B_3P SLCO1A2 STYX MIER1 FNIP2 MRPS5 TARDBP SFXN1 HNRNPD ASAP2 BACH2 ACVR1 UBA6 ETNK1 AKR1E2 FUT8 ZNF527 AGXT2 R3HDM1 LIN7A RNF139 MIER3 SNX18 SLC6A15 KLHL14 ANTXR2 FMR1 SRSF10 KIF2A PLA2G4A RAB39A C8orf44-SGK3 ZNF768 TIMM22 CRLS1 FBXL17 ASTN2 SNTG1 CDK9 UNC80 ATP8A1 RAB39B OXSR1 GNL1 PCTP CCDC82 FYB2 SFTA3 NCAN KCNMB4 RGS7 RASSF6 WBP11 SERTAD2 ARG2 DEFA5 PIGH SRP72 PSME4 CD164 PRPF38A MTHFD2 GAN ELL2 MDGA2 GATAD2B MBNL2 PPM1D DCLK1 CSGALNACT1 ONECUT2 LCORL PIM3 SGK3 EPHA7 KCNA4 NECAP1 COLGALT2 KLHL11 SESTD1 UNC13C AZIN1 DAZAP2 MMACHC SRSF2 PXDN FABP5 PYROXD1 TENT5A C14orf28 GPAT2 ATXN2L KITLG NRG3 CRAMP1 MIR4252 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4252 GGACT SLC39A10 OTOF MEI4 DIXDC1 STOML2 DDX3X ARL4A AKIRIN1 WASF1 HPSE2 PDCD10 CRKL WIPI2 SLC25A45 ADAM23 FCRL1 SAE1 SLC4A7 ERC2 GIMAP1 AK2 IAPP ABCG8 ATP2A2 EIF5A2 GARS1 SPRTN RAB3B TRPC3 ADAMTSL3 RAB5B EFNB3 NAA15 KLHL3 JRKL ZNF99 FNDC3A SLC2A13 TBC1D5 RAB2A USP37 PTAR1 BCLAF3 FCHSD2 TTC7B TRANK1 DAAM1 KCNK10 LGR5 TAOK1 PCYOX1 ZFYVE16 RAB9B PRKG1 SRGAP2 MANEAL SYNPR MAP1B TULP4 MFSD4B WWTR1 KLHL29 ST3GAL3 DYRK2 NAP1L4 E2F4 CDK6 WSB2 USH2A ICA1L KHDC4 AK7 LAMC1 ENTPD4 MED9 MED13 AGBL5 AKIRIN2 IMP3 PGS1 LMTK2 UBQLN4 HFM1 RHPN2 PALLD SCRN1 JPH3 TRNP1 RFK RYBP SMPDL3B MIR122_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR122_5P ZSCAN30 CPEB1 CLIC5 RBL1 FLNB ANKRD13C CLIC4 MAP3K12 SPRY2 ABHD11 C21orf62 BRPF1 TBR1 TBC1D22B MICU3 GNPDA2 KCNN3 TRPM1 RAVER1 CA10 SLC25A34 STMN2 HECTD3 GYS1 NOL4L PDK4 SMYD4 RANBP3L RABL6 P4HA1 CUX1 ZNF213 SLCO5A1 WDR47 CCNG1 SESN2 TUBA1C GRPR FKBP5 SLC52A2 PKM PRR11 CYP20A1 RBM43 TRPS1 ADGRB2 FAM102A TBC1D10B PIP4K2A FUNDC2 MIPOL1 CD320 CS MYOCD HNRNPU CCDC186 SMARCD1 GABRA3 SLC4A8 LAMC1 UBXN7 HECW2 SEC22C C19orf54 SHPRH CTDNEP1 SLC7A14 SLC7A1 G6PD DICER1 MOSPD1 IGSF5 VAMP3 KIF11 PTBP3 GALNT1 OCLN RBMS2 SEMA4D MECOM RBM47 DDR2 GIT1 CD40LG CTNNA3 ZNF827 ADSS2 MYO9A ARFGEF1 TFB1M DNAH2 MIR6874_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6874_3P CLEC1A C12orf66 FOXO3 KCNIP1 FMO3 ETS1 RGS2 ANKRD28 SMCHD1 KDM2B TUT7 BACH2 C6orf62 HMGCS1 CFHR1 NFAT5 DLST TDGF1 UBL3 ZBTB20 TBCEL IVNS1ABP TMED4 FAM20B UBE2QL1 UHMK1 TMEM25 SGO1 CUL4B CHMP1A KATNBL1 UGCG GJA1 GUCY1A2 DCUN1D5 CD69 PLCL1 TENM1 CFH KIAA1217 CDHR3 LRRC58 SATB2 DSEL SMAD4 BAHD1 PGM3 ZC3H14 TCEAL1 PRRX1 ALG14 SPHKAP SNRPD3 MAN2B2 MED13L NAA15 ZNF704 UBE3A ZC3HAV1 TCP11L2 CLEC2B BNIP2 CLEC5A SHANK2 RNF13 ZNF350 ATP6V1C2 JAZF1 C1orf74 NHLH2 ERP44 AP5M1 SLAIN2 PLEKHA1 BRWD1 LRP2BP PSME3IP1 ZMAT3 AHSA2P LIMS1 CDCP2 MIR6832_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6832_5P DDX5 CAMTA1 PRRC1 PDPK1 SOGA1 CNOT8 SLC36A3 EGLN1 GZF1 SRGAP3 KRTAP9-2 RAD51B THPO CGGBP1 GYPE ZIK1 COBLL1 RTL9 KLHL29 TRIM22 KAT2B GDNF PTPRK PDK4 VPS26A LY6D ST8SIA1 KPNA2 ZNF484 CSMD3 NAPEPLD NBPF14 KRTAP9-8 ADAM12 GJA5 CYP20A1 NPHP3 UGGT1 ANXA7 AHCYL2 GYPB NMBR KRTAP9-3 STAM2 HTRA3 PIK3C2A CDK5RAP3 ABR CCDC39 ABCC9 PAQR9 PDHA1 GJC1 LOXL1 SLC20A1 UACA LAMC1 FAM227A ANKRD34C COPS2 PITPNC1 LPP NBPF8 NBPF20 B3GAT2 CLEC2B SEMA3E NBPF15 SYNC CCSER1 CCDC28A-AS1 VSTM2A AAK1 FAM120A KLHL24 RABGAP1L LRRTM3 AK5 PTPN4 TMPRSS11B KIAA1958 RNLS N4BP2 PDE6H CDK4 MIR4501 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4501 SYT17 CBX6 RACGAP1 OSMR GK CAPS2 TRIQK TMEM14A CFAP58 NKX3-1 HSD11B1 TUBGCP3 PPP2R2B STAT1 UBE4B APBB2 DCUN1D1 CA10 CCPG1 MYBL1 ZBTB20 SLC35A3 CCDC117 MCIDAS PIK3C2A DEFB118 RIT1 SARNP ZFAND1 HCN1 CREB1 EXOSC3 TIFA NPAS3 LRRC2 AGTR1 FSD1L YME1L1 KATNAL1 ICE2 NR5A2 TXNDC16 ABR BTAF1 CISD1 MIPOL1 SPRED1 ANGPTL3 PAQR9 KLF10 SPPL3 ANKRD18A C2orf73 CLU KDM7A FEM1C ZNF501 DYNC2I1 UBE4A IRAG1 DNAJA2 ASXL2 CPE CENPJ TMEM248 TMEM184B NAAA PURG SLC49A4 ADAMTS6 EFNB2 MPRIP CCNT1 AVPR1A ABTB2 MMAB FBXO6 MIR6893_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6893_3P CD84 TPM4 MLEC ZCCHC17 RAPGEF1 PEAK1 SYNJ2BP-COX16 CCDC198 KLF12 CNTNAP1 ZDHHC15 CDC42EP4 GRIP1 PSD3 TPO CASKIN1 HSPA12A VPS26A GSS ATP11A MGMT DSTYK MAP4K4 FAM193A SLAMF6 AR TRIM33 SEZ6 WNT10B IFIT1 SRSF6 ATXN1 OSCAR CHST11 TMEM161B SPTSSB UPF1 CES3 SMURF1 SEC22C PIK3CA TMEM117 ADGRA2 CEP112 ADCY1 SCG3 AP3M1 INO80 USP37 APOBEC3F PRTFDC1 SMAD1 GPD1 ING3 VDAC2 FLT1 ZDHHC5 DOCK4 MAU2 SOGA1 BACH2 PLEKHG4B CHD2 OR12D3 SLC4A4 PMAIP1 DHX35 CHST15 BAZ2A MTMR1 TADA1 RFX7 ERVV-2 SMAP1 SH3PXD2A LRRK1 DBX2 RAP1GDS1 DCBLD1 ATXN7L3 FOXO1 MBNL1 RNF20 HNRNPL COX16 BICD2 ZNF189 NR4A3 ZNF827 HMGA2 PAG1 MIR1202 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1202 SRPK2 ZNF195 EGLN2 BNIP5 EIF4E2 LILRA5 CLIC4 NUMBL ZDHHC18 CTNND1 PTPN20 CDH5 PAK5 KDM6A CRISPLD1 SELENOT HLA-DRA NDFIP2 ARID4B CCR5 NDST3 ABCA1 SULT4A1 SLC38A1 RALBP1 MAX OSBPL11 ZBTB34 LUZP1 ACTG1 RRN3 EFNA5 ZNF365 HNF4A SRRM4 COLEC10 BICRAL NOD1 MS4A12 ZBTB43 CHSY3 ANAPC16 FMO5 ZDHHC21 MAN2B2 PSMD12 LRRC8C TMEM87A SYPL2 TMEM263 TOX ZFHX4 SLC18A2 DICER1 FTSJ1 PAK2 LAMP5 DMTF1 RRP1B NR2C1 EML4 DENND6A MED23 SHE PLPPR4 BCL6B CDK14 CAND1 SOS1 TMEM215 CNST TLE3 PPP1R14C LRP4 ABLIM1 MIR4662A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4662A_3P GUCY1B1 ASB5 NRG1 PLAGL1 SLAMF7 CCDC178 KBTBD2 KRTAP4-2 CFDP1 MGAM2 NAB1 MINDY2 SDCBP USP38 PHACTR4 FAXC PRDM1 TRIM33 ATP2C1 SLC35E4 DCLRE1B GOLPH3 CUL2 TRIM35 OSBPL8 YTHDF3 DRD1 ZNF451 RAB12 SOX6 KAT6B VWA5A MBD4 TEX10 TRNT1 PTPN21 CYB5B SPX RBP4 MS4A1 ARID3B RLIM YY1 C9orf135 SHANK2 GPR182 KCNQ3 DLC1 PTPRC SLC25A4 SLC35D3 KLHL24 EMC3 COL19A1 MEOX2 CDH7 DMXL1 ERAP1 KCNC2 MBNL2 GEM C14orf28 RABL3 ARID2 KCTD16 STAT3 CFAP300 TFB1M MIR4794 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4794 CDC27 ZNF74 RSBN1L DDX3X ZNF37A CUL3 TPD52L1 SLC2A4 LRCH1 REPS2 GRAMD1B CNTNAP4 LRRC7 SYNE2 SLC16A10 TNFRSF25 DNASE2 GRIK2 PHACTR4 KCNN3 BAIAP2L1 MTHFSD CACHD1 PSAP CYP20A1 ATP1B4 DCAF11 ZNF544 TMEM38A TCEAL8 ELP5 ATP10B SLC19A2 ATP2A2 CAMK2G NETO1 ENTPD1 CBX5 BTAF1 HDHD2 SPATA5L1 WIPF3 SEC23A FBXO17 PHLDB1 PPARD SPRR2E GALNTL6 APPL2 C15orf40 TMEM108 JPT1 ZNF629 SMAP1 SEPTIN7 DHODH LPP ZFAND3 GGCX EFHD1 NTRK2 KDR LRATD1 TBC1D2B SLC7A14 FAM199X HMGCR PDE1B TRAF3IP2 FAM193A WDR1 AAK1 CRACD BCL9L FAT1 SORD SORT1 MAPK6 YARS2 ZBTB4 PRKG1 HIPK1 TCEAL7 RALB MAPK8 PSME3IP1 DDX3Y PANK3 TMEM135 SCAF11 NR4A3 TMEM245 RHOBTB3 TCEANC2 CDC42SE1 AREL1 ZNF776 ARHGAP21 HMOX2 SRGAP2 SYT1 MIR148B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR148B_5P CLEC1A C12orf66 FOXO3 KCNIP1 FMO3 ETS1 RGS2 ANKRD28 KDM2B TUT7 BACH2 C6orf62 HMGCS1 CFHR1 NFAT5 DLST TDGF1 UBL3 ZBTB20 TBCEL IVNS1ABP TMED4 FAM20B UBE2QL1 UHMK1 TMEM25 SGO1 CUL4B CHMP1A KATNBL1 UGCG GJA1 GUCY1A2 DCUN1D5 CD69 PLCL1 TENM1 CFH KIAA1217 LRRC58 SATB2 DSEL SMAD4 BAHD1 PGM3 ZC3H14 TCEAL1 PRRX1 ALG14 SPHKAP DESI2 SNRPD3 MAN2B2 NAA15 ZNF704 UBE3A ZC3HAV1 TCP11L2 CLEC2B BNIP2 SLC18A2 CLEC5A SHANK2 RNF13 ZNF350 ELOVL2 ATP6V1C2 JAZF1 C1orf74 NHLH2 ERP44 AP5M1 SLAIN2 PLEKHA1 BRWD1 LRP2BP PSME3IP1 ZMAT3 AHSA2P LIMS1 CDCP2 MIR4435 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4435 DDX3X MAPK8 GRAMD1B PRPS2 EPHA3 MS4A14 MKRN1 NUMBL PLCG2 PIGS PAPPA EXOSC3 SLC6A2 FAM107B SCN2A CTTNBP2NL DBT SPHK2 RASA3 ARFIP2 SRRM4 SLC23A2 ST8SIA3 DCAF10 CNBP NRK FEN1 SLC12A4 CAPRIN1 JAM3 TSPAN5 PLEKHO2 ALDH6A1 ADTRP SEC62 CHPF MICAL2 PIK3R3 SKI STC1 ZNF543 MMP24 CORO2A DGKK PSMD11 CLN5 CNOT10 QSER1 C22orf23 SOGA1 NID2 WARS2 ANGPTL2 SLC35B4 CKM PLCL2 PTPRJ DNALI1 CDK6 MED19 DAAM2 CYP20A1 BACE1 ASCL2 MARCKSL1 MAP3K1 GALNTL6 OTOR DSTN TMEM213 UACA PNPO TMEM201 PHACTR4 SATB1 G6PC3 SIAH1 WDR33 NMT2 FOXN3 GOLPH3L SDC3 SOS1 CAMK1D ATF3 MIR6857_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6857_5P ACVR2A ENPP1 TRAM1 PKP2 CREB3L2 MAP3K12 HNRNPD RASGEF1B GRIA1 LRRC38 PSMD2 ARID4A HECTD3 WARS2 LMO7 SLC25A23 CSNK1A1 NECTIN1 PARPBP GRIN2B HTR3E TAC3 FOXM1 CLIP3 APH1A NRL BRWD1 SLC38A1 LARGE1 ELAVL3 IGF2 TP53AIP1 FGFR1 TADA3 ARGFX AGPS TOM1 SPATA31C2 ELK1 DEPDC1 ABCB7 TULP1 GOLT1A DCLRE1C TMEM169 FAM214A ATP2B4 SRXN1 MICU1 SLC39A13 TRIM67 ZMAT2 TAP2 RPS6KA1 CRYBG3 PIK3CA MAP10 PGRMC2 BTN3A1 PLEKHS1 MYO15A SGCB ZNF585B WDFY3 ISM1 IFNLR1 DENND1B ILDR2 SHC1 RTKN2 BMP7 HSD17B11 UAP1L1 HOXA3 C3orf36 ADGRA3 CLCF1 BCAM ST7 MIR495_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR495_5P CTNNB1 TIMM9 CAMTA1 CFHR3 ZNF281 DIPK2A IMMT CPSF2 SCN8A ABI2 CTTN HNRNPD FMN2 ASB7 TPD52 GPR1 CHIC1 NOL4L TBC1D1 ZNF37A PAIP1 GIPC2 CFHR4 ZFP36L1 TCF7L2 TNPO1 GGNBP2 ZNF417 COPS8 SLC4A4 KREMEN1 ZNF470 PXDNL ZC3H13 NCOA2 INTS6 PPM1L MCUB KANSL1L TOM1L1 DENND5A FOXN2 SMNDC1 SIRPA MAFB C9orf129 MPP1 FAM120A SBNO1 SLC45A4 CPSF6 BTC SNRPF MCOLN3 CAMK2N1 RYR2 TWSG1 BTN3A1 CEP128 GAS1 SLC9A4 POU4F2 C14orf28 LRRC55 ATP2C1 SRPK1 VCAM1 HMGA2 GPR37 MIR647 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR647 KPNA1 TMEM91 AFF3 ZBTB44 GRIA2 WASF2 AL008729.1 ALOXE3 SCN8A ELOC C9orf153 ZDHHC14 SLC44A1 UPF3B HNRNPF NIPBL PPP1R14D MYBL1 THOC5 TRABD2B CPEB2 TUBB6 PLCL2 PRRX1 DCX INSYN2A SLC9A6 MDM1 SMCO1 PCGF6 TMEM143 PML C1orf122 KIAA1143 PLD1 ZBTB37 RSPRY1 RNF208 S1PR5 ATP8A2 CDIP1 RNF165 NFATC2 ASPH ABCC9 SS18 SEC14L1 ARNT SYVN1 KCNB1 LCP1 GSDMB ALCAM CCDC6 KIF26A ZFAND3 KIAA0930 TBC1D16 C1orf127 FAM149B1 SLC7A1 IFIT2 BARHL2 ZC3H7B PLEKHS1 EAF1 SRF UBE2Q2 CADM3 ARID1A ICOS CCDC28A ZBTB41 EFEMP1 GABRB2 CELF4 TRAK2 FBN2 AP5M1 SMURF1 CEP350 DESI1 EXOC5 MIR517_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR517_5P LARP7 CDC20B GIMAP4 ARNTL2 DELEC1 GAD2 MACIR LILRA2 FAM200B LRP8 CDH26 FAS CUL3 GCNT1 NPFFR2 MTDH PKD2L2 ATAT1 SWI5 RNF14 TENM1 KCTD5 WDR83 PTPN9 ZNF398 SLC22A4 PAPPA CHKA ERLIN1 WDR6 P2RY12 MYO5A TNPO2 VPS13B PPP4R4 RAP2C DNAJC27 SOCS2 PGD SLC22A7 PTPRC MDM4 SLC9A3R1 ZNF449 PLAA MAGED1 SDC4 ZNF716 MAPK9 ARIH1 DLGAP4 FEZ2 SH3BGRL2 DNAJB9 UVSSA PODXL TRPA1 PID1 PKNOX1 RND3 SSPN MAP2K4 GPC6 ITCH F9 YPEL1 FAM199X ZNF124 ARHGAP11A FAM122A FCGR1A FST BRD8 MAP2 PLEKHA3 DIP2C MTRNR2L8 LACC1 EOLA1 MRPL17 FGF11 TSPAN12 GTF3C4 EPHA5 FCGR1B TAOK1 RASA2 AKNAD1 QRSL1 PPP1R14C CRYM MED26 MIR5588_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5588_5P BTBD1 TAFA3 WRNIP1 ARMC1 SND1 EGLN1 JMJD1C NBEA GPAT3 TLR2 COBLL1 SC5D BACH2 VANGL1 ANP32E MYBL1 STARD13 PLPPR1 REST N4BP2L1 STIMATE-MUSTN1 GCNT2 KRT74 ISX FAM126B NRXN1 SLC38A2 GTF2E1 USP16 GTSF1 COL13A1 DPY19L2 LRIG3 NF1 SDK2 KRT32 NKAIN2 XAGE1B RER1 DLEU7 PPFIBP1 BNIP1 PHACTR2 LEPROTL1 MGAM EBAG9 ARHGEF38 ERICH3 RAB3C ACKR3 FBXO33 GAN ABRAXAS2 SV2C BRWD3 LSM8 PLXNA2 BTBD7 SHOC2 UBE2G1 AGAP1 YY1 L3HYPDH PDE6A RIOK3 FOXJ3 MAP2 CHST15 CDX2 SLC25A4 ALPK3 ZNF512B CDC26 PPP1R9B FAM171A1 DNAJC24 CREBRF DKK2 TNP1 BCORL1 MUSTN1 PLXDC2 SF3B1 PIK3R1 STOX2 MRGBP AFDN CSNK1G1 OSTF1 WASL MIR6827_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6827_3P LIX1L TMEM170A TAPBP SKP2 TMEM41B LPP RWDD2A INPP5B HUS1 RPS24 ZBTB8OS ATXN3 PCBD2 OR7D2 TULP4 F3 LRTOMT QPCTL ZNF7 MPIG6B SLU7 TDGF1 SLC16A4 FDXACB1 CNBD2 VPS33A VIPR2 CYB5R3 ZNF814 SPCS3 ATAD5 STIL SINHCAF STX2 TLCD2 ZNF835 INMT RRP15 SPACA9 SPC24 ZFP64 TPM3 EIF4E UBE2W ZNF543 ZNF816-ZNF321P PPFIBP1 MBOAT1 S1PR2 AFG1L APOBEC3F ZNF805 CRX ZSCAN2 TMED4 SLC36A2 TRIM16L SLA2 DCAF16 NOP14 EIF2S3 RNF144A SEC61A2 FRMD8 CCDC122 ZC3H6 DTX3L ITGAX APOBEC3D ACTR10 CTSV CXCL16 UTP11 TSPYL1 EPHA3 SHOX UPK3BL1 ZNF850 PCDHB9 C15orf40 TRIM16 R3HDM2 VENTX MIR3194_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3194_3P PTPRR TANGO2 RPS6KB1 B4GALT4 RPS6KA5 PAX5 SMAD3 LMNB1 BTBD9 ZNF326 ABL1 MTMR7 EPHA10 ARPIN SCN8A ITSN1 MDM4 WASHC4 SYT2 ZNF652 DENND1B TFG SMU1 SPRED1 RIMS3 SNN FIBIN ZNF547 TMEM199 KIAA0586 LANCL3 TMED7-TICAM2 RAB30 SSH2 TRDN ZNF264 CSPG5 ADCY1 SMURF2 MAPRE1 PPP4R1 ARHGAP19 TMEM72 TICAM2 PRRG4 PTPRF SSBP2 C9orf163 SPPL2C MECP2 RAB43 GID4 ZFYVE16 KIAA1549 FH XPO7 TMEM14A CD300E HMG20A MMP16 WWTR1 NREP GPHN HESX1 TMEM132B SYNJ1 DIRAS2 NXPH1 MS4A4A CEMIP2 RCC1 SAMD12 ZSWIM6 PPM1F CTDP1 TRNT1 ROCK1 ARID3B VSIG10 SMAD6 MFN2 SYT11 RNF166 MARCHF2 CSNK1A1 ASPN NOL9 CAPN7 SAMD8 CREBRF CDX1 MFHAS1 MYO10 FAM117A ATF3 MIR182_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR182_3P CXXC5 PWWP3B C5orf47 C2CD6 ZNF622 CREM IL6ST CRIM1 RALGPS1 CPA4 G6PC2 ANKRD50 CADM1 FAM107B LTBP2 TMEM164 MRPL13 SLC39A11 ZPBP2 FYCO1 BDKRB2 PHACTR1 DOCK9 GINS3 CARD16 ARID5B FRMD5 CELF2 ICA1L KLHL15 RNF6 PCDH17 PIK3C2A PHACTR2 CASP3 RBMS3 HDHD2 PERP FEZ2 FBXO45 C2orf91 EIF4H AMMECR1 METTL4 RBM46 NAP1L1 NCAPG HLA-A FRMD6 ONECUT2 ZNHIT6 POLM HLA-DQA1 SLC25A24 TTC13 SLC30A4 TMEM26 FAT1 CLVS1 B4GALT1 UBN1 CCDC93 SMIM12 PPTC7 POU2F1 TRIM44 RAPGEF6 MIR4790_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4790_3P WIPF1 ADCY10 ABCD2 RCHY1 ADH1C GSG1L MAMLD1 VPS37B TRAF2 CHDH PKP2 CFLAR MAP1A MCCC2 RBFOX3 SLC35F1 ABI1 UBL3 SERBP1 SOGA3 MAP9 YBX3 VPS37A PPP2R5A CEP63 GRP FAXC CNOT6 ERAP1 DPYD NDUFA12 EBF2 TOX3 AIDA STEAP2 HIKESHI MYOM1 ZNF124 TMED10 KCNA3 PPFIBP1 RBM27 CAPN6 CEMIP C1orf21 MEX3C PMP22 NETO1 RERE FOXR2 PATZ1 PSAT1 WNK1 SLMAP PROS1 SERPINI2 LHFPL3 FMO5 CNOT6L ATAD2B STARD3NL AJUBA COMMD3 WDR43 REL XKRX ULK2 ATRX RB1 TMEM138 SUCLA2 NRIP1 SRI PDS5A FCHSD2 ARL5B ENC1 NAGS WDR26 TEX55 AGPAT4 SH3RF3 NLRP14 SOWAHC ARFGEF2 MED26 MIR4687_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4687_3P MPV17L ESR1 PPM1M ABITRAM RBM24 THEMIS ZNF250 CEP57 ENOSF1 NAB1 KDM6A TTPAL CEACAM1 GOLM1 SDHC PPP1R3F FAM122B BAIAP2L1 TAF4 SCML4 TMEM132B UBXN2B SAP18 CYSLTR1 TUBGCP4 TIFA RALBP1 GVQW3 FRMD5 PLS3 MYO9B SNCAIP UBALD2 KDM4C APLF LRCH1 RASSF2 ZNF879 CLIP2 VEGFB PHGR1 CENPB EVC SGMS1 NSA2 NCOA4 SLC10A7 EPC1 CYTIP ACACA CNIH1 LIPT2 PLAAT4 YWHAG CXCL8 UBE2D1 STK38 NFATC1 ZRANB1 SESN3 PHF13 MFAP4 NPTX2 PLEK2 MSRB2 MYRIP EGR1 TOMM22 PRRC2C USP31 CDA AKAP10 MEOX2 DLK1 GRIK1 RNF149 ADAMTS17 C8orf34 AJAP1 NR4A3 GRIN3A MEGF11 KRTAP4-5 PTGFRN RHOF MIR3192_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3192_3P NR2F2 LFNG FAM114A2 ZNF148 EIF4A2 OMD TANC2 NDC1 CERT1 MAP1B ETS1 LGR5 FSHB BROX PTPRD CA10 RBM25 UBL3 SH3D19 NAP1L2 KPNB1 TENM1 U2SURP NCOA3 RASSF5 FUT9 TM9SF3 FAM122B ANK2 TMEM229A CHL1 ZNF646 SLAMF6 ADI1 RAB18 RBFOX2 HPCAL4 SLC44A5 KIAA0895 GEMIN5 AKR1B10 SLC1A2 FUT10 CHUK RC3H1 SCN9A GABRA4 DSEL IGF2BP3 RFC3 L1CAM CCDC172 MYOCD HOXA3 LHFPL3 MED13L CD24 MTOR ANKRD63 FAM120A RTKN2 ONECUT2 GDPD1 CLEC3A RIC8B C20orf173 CELSR1 GLIPR1L2 CCDC15 WWC2 SYT11 SIAE COX15 SBF2 ANXA1 UHRF2 PEX5 ZFP1 DNAJC25 ADAMTS17 ARID2 PLXNC1 KCND2 MIR26A_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR26A_1_3P ZNF568 LILRA1 FLRT1 RSBN1L DNAJB4 AKIRIN1 SYNCRIP TBR1 SLC35F1 PTBP3 ZNF630 GLUD2 LRRC15 FAM177A1 EML6 LINC01517 BNIP3 TSC1 ZNF782 CDK6 NOTCH2NLA GLUD1 PLB1 ENPP5 ACSBG1 CACNA2D1 ZFAND6 GCSH AFF2 EVI2A PPP1R21 SEL1L3 AHCYL2 MAOB EFNA5 KRT27 IDE CALCOCO2 MTPN DMRTA1 LRRC19 ATP2B3 ST8SIA3 SLC4A4 OGT DPYSL2 EIF5A2 ASB8 CASK CTNND2 USP6NL POTEA MAP7D3 VKORC1L1 ZFP82 DCHS2 ANKHD1 PPARGC1B ADGRF5 RIMKLB S1PR1 CCDC73 C5orf63 RTL3 ODF2L CETN1 FOXJ3 MTBP CCDC62 ZNF268 CYREN SMARCE1 ZNF143 PABPC5 HOXC8 DMRT3 TMEM245 RBM44 TCF7L2 KCND2 MIR26A_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR26A_2_3P ZNF568 LILRA1 FLRT1 RSBN1L DNAJB4 AKIRIN1 SYNCRIP TBR1 SLC35F1 PTBP3 ZNF630 GLUD2 LRRC15 FAM177A1 EML6 LINC01517 BNIP3 TSC1 ZNF782 CDK6 NOTCH2NLA GLUD1 PLB1 ENPP5 ACSBG1 CACNA2D1 ZFAND6 GCSH AFF2 EVI2A PPP1R21 SEL1L3 AHCYL2 MAOB EFNA5 KRT27 IDE CALCOCO2 MTPN DMRTA1 GJB2 LRRC19 ATP2B3 ST8SIA3 SLC4A4 OGT DPYSL2 EIF5A2 ASB8 CASK CTNND2 USP6NL POTEA MAP7D3 VKORC1L1 ZFP82 DCHS2 ANKHD1 PPARGC1B ADGRF5 RIMKLB S1PR1 CCDC73 C5orf63 RTL3 ODF2L CETN1 FOXJ3 MTBP CCDC62 ZNF268 CYREN SMARCE1 PABPC5 HOXC8 DMRT3 TMEM245 RBM44 TCF7L2 KCND2 MIR15B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR15B_3P DFFB LYN MACIR DYNLT1 TRIM38 URI1 CHL1 PRB1 CLSTN2 LACTB2 PEAK1 RNFT2 ABI1 PPP1R2 CSMD3 COL4A4 CCL28 SEC22C CROT TUBB6 CYP7A1 ABHD2 NEURL1B CDK5RAP2 COPS8 TRIM33 PDE8A MFAP3L CLCC1 COBL SH3TC2 KLF13 TOPORS P3H1 CNGB1 PDZK1 HHAT KATNA1 OGN NPNT IGSF10 TXNDC9 KITLG RAD21 FAM122C REPS1 TMEM200B PLXDC2 MOSMO NALCN MLLT3 CHMP5 GPC6 CISD2 LSM8 MED23 SPOCK3 KLHL36 PPM1A CEP44 PCDHGA11 VSTM2A NUP160 EYS PRB2 CDKN2AIP TMEM251 GLMN PTPRJ CREBRF NPY2R PRB3 PABPC5 ME1 TAOK1 ZNF407 SPINK8 CCL20 CLOCK ANKRD27 MIR6514_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6514_3P HNRNPUL1 B3GALT5 BTBD3 PIAS2 CLCNKA CDH13 CEP85L BZW1 LAS1L FGF13 PDZRN3 KLRD1 SLITRK6 ARHGAP12 EPB41 CPSF7 FOXP2 PLCL2 IKZF5 FAM114A1 FAXC MBNL1 LRRFIP1 ZNF608 POLH SYNCRIP PPM1A HOXA11 PCGF3 DCTN2 GBP7 IRAK1BP1 NDRG1 UBE2K FASLG ZSWIM6 CDH11 APLF PRPF4B LRRN1 PBX1 L1CAM RAB1A KANSL1L ACADSB NELL2 MDGA2 HNRNPC SULF2 SPEF2 LIPH ALS2 SUZ12 ZNF543 DPP8 RABGAP1L ETV5 STRN SYT1 ELAVL2 NAA25 CSGALNACT2 MLF2 RAB6B SLC22A3 RSAD1 CNTF LRRC75A DSG3 CCR2 MIR10B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10B_3P FAM114A2 ZNF148 MAX CLIC5 EYA4 FZD3 VMA21 DMAC1 ARFIP1 PRPF40A NBR1 XIRP2 ADCY9 API5 OSGIN2 MAPK1 VASH2 XIAP RBM22 ZBTB26 EDNRB SUDS3 ZNF140 CCDC117 HSPA12A PAM RNF139 ATP11B MASP1 EBF1 KLF7 ZBTB33 CNOT6 SHROOM3 SNX21 KIR3DL2 FGFBP3 KCNA1 CXXC4 PPP3CC FAM172A TBXA2R ZUP1 BCAT1 ARMC2 DAZL LRRTM1 NEUROD1 HLA-B TMEM33 KCNJ3 UNC5D RAB4A PPP1R1C CCDC6 LANCL3 ALKBH2 MED23 C11orf87 WNK4 ZSCAN21 SCAF8 RB1 UBFD1 KCNA4 DOP1B TSR1 RMND5A CXADR DLAT STC1 AZI2 CACNA1H PDHA1 TTC33 SKP1 CNTN3 ZIC2 HNF1B KRTAP4-3 STK39 NRXN1 MIR6501_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6501_5P HLF MIB1 NR1H4 CRB1 AMPD3 TMOD2 VEGFA PPP2R1B FAM162B RBCK1 APBB2 TMED7 BAIAP2 RNPS1 HSPA4L TRIM60 PTPN5 SEMA6D KDM6A ADRA1A EPB41 TAFA1 FOXG1 PREP TRERF1 KLHL14 ABCC4 BEND6 KRT3 CADM2 METAP2 PRR11 EDN3 ASAP1 PHF2 ZFP14 PELI3 ZNF365 SH3BGRL3 ZCCHC14 TRUB1 KDELR2 AEBP2 ALCAM UTP15 ZBTB18 ADAMTSL3 RBM11 MFSD14B ALKBH4 NSUN7 UGT8 RTL3 EML4 FBXW5 AZIN1 PGM2L1 USP30 FABP7 PTPRJ PTEN FAM47B EPS15 FAM47A DAB1 STK39 FBXO40 SMG1 RCOR1 ZC3H12C ABHD15 PHF6 MIR10524_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10524_5P NPHS1 DMD TNPO2 FBXO22 BNC2 KPNA3 IDI2 SLC44A1 IFNAR2 SNX14 LIPA KDM3A RRAGA CLUL1 ST6GALNAC5 JARID2 ITPRIP KLKB1 GOPC HMGXB4 TMPPE MAP3K13 DPH6 BCL11B HIP1R RNF216 UQCRB MRPL43 EIF2A ELAVL2 SMARCAD1 YTHDF3 TP53AIP1 FBXO25 CCNK TNRC6B LRRC8B EGLN3 PMP22 BTAF1 STAC VSNL1 PLPP6 TMSB15A INTS6 OXGR1 KDELR2 KANSL1L VPS54 DCDC1 SERTAD2 NUP210L ENTHD1 PPP2CB C2CD4A TBX4 STRN3 STMN4 SPRY4 ZBTB2 ZNHIT6 HNRNPC ZNF264 KLHL9 TTC9 INO80 HSPA1L LURAP1L KCNQ3 MTHFD2L MBL2 NEXMIF TRIM27 PDCL JMY VCPIP1 PRKG1 CALCB NXPH2 IKZF1 SRPK1 UBP1 KCNIP4 MIR4695_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4695_5P WASF2 PARP3 ZKSCAN3 MYBPC1 C7 CASP8AP2 ZSCAN22 CLUAP1 R3HDM1 SYNGR2 ITGB3 NCAPG2 RASSF1 SHC1 GUCY1A1 OLFML1 AGO1 CEP43 GLG1 CEP85 DEPTOR SERBP1 NTRK3 STAC ZNF737 TAF12 ANKS4B HMGB1 CDCA7L NUMA1 GEMIN7 SFR1 MTRNR2L3 FSTL4 DMWD ZNF704 SYPL2 RBFA PAQR4 SERTAD3 CUX1 FOCAD FBXW11 EFR3B SPN WNT1 UBE2D2 ZNF528 FCHSD2 CENPN METTL6 GABRR2 MOSPD3 RPS6KA5 SLC16A1 VIPAS39 BNIP3L SHISA7 FANCB RNF144B JAK3 SLC25A20 KIF1C CHMP4C IGF1R ATP6V1A TOR2A TMEM214 CAPN6 THEM5 PCARE FAM102A SLC28A1 ATXN7 PCDHGA12 SRSF1 CDH15 PRKAB2 NECAP1 RIOK3 GFPT2 RIMS4 DPP8 BCAT1 NDUFA7 UBE2Q1 NHEJ1 PURA ERI1 MIR6731_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6731_3P MUC15 UNC45B EYA4 MFAP5 TTK OMD ASB4 CHL1 PPP2R2B RAB11FIP2 DROSHA SLC35F1 PTBP3 PTBP2 KAT2B CPEB2 SH3D19 ARHGAP12 ZNF197 PROM2 G3BP1 GPATCH2 HEATR5A KBTBD6 XRCC2 BPNT1 SCUBE3 FIGN ELAVL1 PPDPFL FZD1 EPHA4 ELAVL2 ZFP14 PPP1R21 ZDBF2 AHCYL2 VSTM2A CTSC ZNF143 CCDC39 API5 ZNF655 SCARB1 IL5RA CTNND2 SPHKAP ZZZ3 PAPLN DBX2 DUSP14 PPARGC1B AMTN RAPH1 KNG1 SEC62 NSD2 FOXO1 FOXJ3 AASS ST8SIA4 FAM81A CDC23 LACC1 BICD2 SMARCE1 AGK CNST RHOBTB3 ZNF569 TAS2R13 XK MIR10525_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10525_3P HMGN3 IKZF1 PSMA8 HNRNPH3 CFAP58 KIF20B EXPH5 TNFAIP2 ACLY PNISR RTN3 EIF4G2 PCDHGA5 PCDHGA11 CTHRC1 PCDHGC3 PRKD3 CRISPLD1 TJAP1 ZMYM2 DCT PCDHGA10 CARD16 PREPL DSG1 ZNF470 PCDHGA2 APPL1 PCMTD2 UHRF1BP1 MPZL3 ANXA4 ABCB7 PCDHGA12 PCDHGA3 SCN1A NEUROD1 HGD ITGA1 PCDHGA9 SYPL2 PCDHGB7 SEH1L ANKIB1 PCDHGA8 CTBP2 PCDHGA1 PCDHGB3 SESTD1 PCDHGA7 USP53 WDR26 TAOK1 RORB RANBP1 RCOR3 SLX4IP MIR455_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR455_5P CPEB1 SRSF7 MYLIP GPD2 TBC1D3 TMED2 KCNJ2 PEAK1 KBTBD4 CYBC1 SGCZ F3 CEP70 CACNB4 NR4A2 RANBP3 CPEB3 TTC17 WDR17 STYK1 IPO7 PPP1R12A ST8SIA1 TBL1XR1 VCAN GALNT13 TAF4 DOCK9 BMP8A ELOA CCDC148 SOCS3 INPP4A SERPINA9 TRIM33 INTS13 ADD3 C6orf120 KDSR NUDT7 ANKRD13B NXPH1 VSTM4 BRD1 LRRFIP2 CDK13 DAZAP2 NDUFAF4 IRF2 ARRDC3 PATL1 LRP2 BSPRY ZNF404 STK24 DCAF5 PREX2 SETD7 BCDIN3D TSHZ3 TSPAN5 PJA2 GPX6 KDR BAZ2B KIF1B DYNC1LI2 GSKIP TNRC6B GDAP2 SUZ12 NRIP1 TOMM22 HNRNPL USP3 RPS3 GABRB2 RANBP3L USP9X CDKN1B RIN2 ATP11C CLOCK FBXO42 PLXNC1 NCK2 SPATA9 TMEM212 MIR597_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR597_5P JAK1 FGFR1OP2 XPO7 KIAA0040 ATP1A4 PRG4 GPD2 CCDC178 EPB41L5 RWDD2A SLC24A4 NCAM1 PPP2R2D SGK1 CARTPT PWWP2A PPP1R27 FUT8 G3BP2 FAM126B DNAJB6 ZMYM2 ARHGAP42 TRIM32 TTC8 ABCA1 ACER2 ARHGAP6 BCL11B PRLR FIGN MOAP1 SCN2A CDK14 FAM111B GPR158 GABRG1 LARP4 ADGRG7 ATXN7 LCK HEG1 BCCIP DCLK1 NLRC5 SLITRK3 DDX6 MAPK9 C1QTNF3 GJB7 CCDC149 OBSL1 NRK MYSM1 ZNF25 SUSD5 UBE2A AJUBA TMEM87A DCAF12 PACS1 TLX1 EIF4E3 BOD1L1 PRKX PPME1 SRSF3 SNW1 UGT2A3 BRIP1 NCBP3 FOXF1 OPA3 LIFR SHB ACVR2B TEAD1 ZC3H12C MIR6510_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6510_5P KCNS1 HMBOX1 TMOD2 SEPTIN4 STX7 FXYD6 ABR NOP9 PPP1R3D IKBKB ZNF213 IQSEC3 URM1 ACSL1 RANBP6 TOM1 SIGMAR1 FOXO4 USP24 NAP1L1 CDK16 EFS LYPD8 MRTFA SLC38A3 MAFB RSPO4 ELOVL4 TUBGCP4 ZNF704 SLC23A2 GABRE HYKK FOCAD SIPA1L1 REEP2 PAFAH1B1 PHYHIP PDE7B TP53BP1 RCC1 SLC27A1 BPTF TGM2 FGFR1OP2 CHMP5 IL22 SLC25A17 NCDN LMNA MAP1A SALL1 LTF MAPK1 PDRG1 IKZF5 DNAI3 TNFAIP1 NFAM1 RAPGEFL1 PTGER3 VSNL1 ABCA2 BAZ2A SZRD1 VSIG4 LDLRAP1 PGF IFFO1 ALX4 ZBTB20 RNF122 SLC7A10 GRAMD2B SEC24C GPC6 LAMTOR1 CDC34 G6PC3 TFG TRMT61A PHF21A WNT3 ERC1 ZMAT3 LARP1 MIR323B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR323B_3P AGFG1 PAK3 KCNJ1 FERMT2 SMC6 RBM24 SPECC1 RAP1B PDLIM5 HNRNPR SCOC FRMD4B TENM1 NEO1 TCEAL4 SORCS1 METTL21A MBNL1 RNF103 CBLL1 CCN1 PTPRQ OLFML2B YTHDF2 ERRFI1 FAM184A YME1L1 CBX5 TRIM48 CLEC17A EPC2 ZC4H2 HDGFL3 ECM2 CLVS2 SMARCD1 GIGYF2 FAM168A GPATCH2L TMEM263 C1QC ULK2 FBXO11 ORC5 PDC PSMC6 DOP1B PPM1E WDR33 GPR22 RNF13 NUP160 NPTX2 SPAST KIF5B GABARAPL2 NPAS2 SPATA4 SOCS5 TBC1D30 SMIM13 C5orf24 ZBTB38 MIR3156_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3156_5P TFPI2 TMCC1 AFF4 MORF4L2 MFAP5 SCMH1 DIPK2A WNK3 RAB27A PDK3 ELOVL5 XRN1 ZNF273 FAM13A CCPG1 TGFBR1 CCND2 ZBTB46 RPF2 SP100 RAP1A TOP1 LYZ PML COQ6 PLAG1 MBNL1 NRG3 NIPAL2 SLAMF6 SKAP2 ZNF711 SLC44A5 UBE3D MINAR1 TRPS1 EXD2 RAMAC ROCK2 CIP2A CDC123 CNOT7 HACD4 BCAT1 POLR3G SDF2 SDC2 KCNJ16 FUBP1 GDPD1 HIF3A IFT74 TTLL3 KLHL11 SESTD1 ZFR TACC1 GBP5 AKAP8 FREM3 ELAVL2 DLK1 CHAC2 C3orf38 AJAP1 ARPC4-TTLL3 L3MBTL4 RTN4 KCND2 CDC42 MIR4491 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4491 AFF4 VBP1 FZD6 GATAD1 STEAP3 DYNC1I1 SEMA6A RORA PLEKHB2 ALCAM RGS4 PAXBP1 FAM222B RPL26L1 ZFP36L1 TMEM132B TTI2 IP6K2 ABHD17C GLCCI1 C6orf120 YOD1 DISC1 LIPG ZNF532 OCLN MID1 ANXA7 CA8 AGTR1 PDCD6IP PRPF4 CCNT2 APLF WNK1 GSPT1 ZDHHC15 GRIN2D ATP8B4 ASPH CKLF CLTC YWHAQ TNFSF15 CNIH1 CCDC6 DNAJA2 RASA1 GMEB1 SOX10 TRIP13 NIPSNAP2 LATS2 SPACA7 MAPKAPK5 RMDN2 ZNF548 PYGO1 OR11A1 HIVEP2 SIGLEC8 PLPPR5 HMCN1 PHIP USP15 C8orf34 KIAA1671 KIAA1841 ACVR2B KLC4 LRRTM2 HTR5A TFB1M MIR31_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR31_3P SYBU CREB5 MASP1 EHBP1 TDP1 TRIT1 BCL10 SEPTIN10 ELOC VAT1L SEC31A C6orf62 KRT36 DDHD2 FRS2 ELAVL4 CHMP4B NKRF HTR3E PAFAH1B2 SHCBP1 ZNF236 MBD4 KIAA0232 PLEKHB2 IL15 ZDBF2 RXFP1 BACH1 ARRDC3 ELAPOR1 AIFM2 VPS13A SLC10A7 DAPK1 MED12L PRSS23 AS3MT ZMYM5 GABBR2 KRTAP3-3 GRIN2A CDH13 NT5DC1 HAUS4 RHOXF2 FCHSD2 AKAIN1 NAA25 USP9X KCNK10 SIPA1L2 TENT5A GPCPD1 POLR2K BTBD10 RHOXF2B GRHL1 GPR137C RCOR1 MIR1236_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1236_5P C2orf72 CCDC169-SOHLH2 ICMT RIPPLY3 GAB1 NUSAP1 BNC2 OGG1 SLC25A12 CA10 DISC1 HAX1 GDNF DAZ4 ZNF614 ATP6V1E1 CPSF4 TMCO6 VPS41 AIF1L FCRL1 FOLH1B WDR47 CREB1 MFF SLC4A4 ALDH3A2 SERPIND1 PRKAR1A POLR2H RAD9B MPZL3 SELENON FNDC3B UBAC1 ARSL MYH1 CHD6 LMO4 OSBP SOHLH2 AJUBA LRRC8C DOCK8 ARHGAP23 GABBR2 FAM180A AMDHD1 DAZ3 KIAA1549 USP51 DAZ1 TNF SLC10A1 ADAM9 ZNF697 ZZZ3 SLC44A5 DAZ2 CCDC57 CLMN PIGR PUS7L PTPN4 COL14A1 ASB13 MORC1 EIF4A1 WWC3 TMEM223 PLEKHA2 TEAD1 LHPP PXT1 KY CCNT1 STON2 HOMER1 HRG FOXP1 NR1D2 MIR3613_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3613_5P AFF3 FLRT1 MBNL2 RRM2 RRAS2 CADM2 DLG2 ANKRD45 GPD2 PPFIA2 FAM126B CENPM ROPN1 CU633904.1 RAB10 BBX NUDT9 DNM1L ATR TTC17 POLR3E VPS13D CDC73 NPR3 TLCD4 SCAF8 ANP32B CDADC1 THOC2 AMMECR1L GATA2 GALNT13 RERGL IKZF2 PIGS HEATR5A HEPACAM2 KIF24 NDST3 DLG5 ITM2A BTN2A1 PDCD2 MED6 PIGN LMNB2 TMEM47 STARD4 NXPH1 SRI CIBAR2 OR13A1 FP236241.1 GPAM LHFPL6 CU633967.1 XAF1 ARIH1 PLA2G12A SLC26A7 TUT4 PSME3IP1 MAP3K1 PAPSS2 PATL1 RAB3C AKAP6 SERTAD4 PPARGC1A PAQR5 CU634019.1 NUDT21 CLOCK PSTPIP2 ARFGEF1 QSER1 MMRN2 MIR4657 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4657 AFF4 VBP1 FZD6 GATAD1 STEAP3 DYNC1I1 SEMA6A RORA PLEKHB2 ALCAM RGS4 PAXBP1 FAM222B RPL26L1 ZFP36L1 TMEM132B TTI2 IP6K2 ABHD17C GLCCI1 C6orf120 YOD1 DISC1 LIPG ZNF532 OCLN MID1 ANXA7 CA8 AGTR1 PDCD6IP PRPF4 CCNT2 APLF WNK1 GSPT1 ZDHHC15 GRIN2D ATP8B4 ASPH CKLF CLTC YWHAQ TNFSF15 CNIH1 CCDC6 DNAJA2 RASA1 GMEB1 SOX10 TRIP13 NIPSNAP2 LATS2 SPACA7 MAPKAPK5 RMDN2 ZNF548 PYGO1 OR11A1 HIVEP2 SIGLEC8 PLPPR5 HMCN1 PHIP USP15 C8orf34 KIAA1671 KIAA1841 KLC4 LRRTM2 HTR5A TFB1M MIR3922_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3922_3P SYT17 LIMD1 RSBN1L PATE2 P2RY10 CD247 CADM1 VWA5B1 CHTF8 MTF1 TRABD2B CNOT2 SMIM14 TTC39C GMCL1 CNOT6 MMP1 LUZP1 ASB8 NT5DC3 BMF FAM172A SUV39H1 ATXN1 RABGAP1 AKAP13 PTPN7 IFT88 PKM SYTL5 ARHGDIB GALNT14 ZNF618 AP4B1 KDM2A GRAMD1B ABCB10 TBC1D5 FHDC1 GREM1 PEA15 URM1 ARHGEF12 FAT4 SP4 ETS1 AKR1C3 CST3 LRRC8A SERPINA11 SOGA1 KCNJ2 SETDB2 ZYG11B RAD52 COX11 VASH1 LMX1A ERBIN PPP1R12A TMEM230 ZNF500 DCX STARD7 SLC12A6 ZNF397 ZBTB7C ZBTB37 NFAM1 ITGA5 PIGH MED9 RNASE13 KSR2 ADNP YPEL1 TRPM8 ERICH2 GTPBP2 AIMP2 MYLK2 INO80D TRMT61A ERBB4 CMTM6 NIPAL4 SOS2 KLF7 NUFIP2 ADGRL3 GNAZ RAC2 CRADD CLOCK CAMK1G ARMC9 MIR4804_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4804_3P ALDH8A1 POP1 CDKN2C GLRA3 CCT6A MIER3 VLDLR KDM3A LPAR6 RAI14 GAPVD1 FLRT3 CDH23 RBM28 LRIT1 GTPBP8 PHTF2 PALM2AKAP2 SDCBP COL6A3 PAIP2 PRDM8 IPMK PARPBP SNX1 CMPK2 LIMS1 NSMF TSPYL5 ARHGAP6 GDF6 APAF1 YEATS4 TAF4B PRLR ARID1B MET LAPTM4A RGS18 DEK MACROH2A1 TMEM220 SPRED1 ZEB2 VGLL3 KIAA1217 MUC4 BEND6 CTR9 FPR3 CPE FBXO30 FAM149B1 STYX KIAA1210 CLK4 FAT3 LRCH3 PARP1 MRPL22 HERPUD2 ARL8B RPS6KA3 CDC42SE2 GMFB HOOK1 MDGA2 INO80D PGM2 SNX6 ERMP1 SLITRK1 SNRNP48 CHORDC1 NDUFB5 NSUN4 DCAF7 MBNL3 C5orf15 PGM5 KHDRBS3 PDE1A GPR137C OTUD7B RCOR3 MIR4464 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4464 GABRG2 NR2F2 CHN2 TP63 SLA RCAN2 SLITRK4 UTY UBE2G2 FBXO28 ELOVL5 MARCHF7 ZNF483 LIPA ZNF117 SRSF11 ZNF140 PPP2R5A KCNJ13 SPZ1 ZNF765 TANK IRAK1BP1 SLC46A1 DNAJA3 GM2A KIAA1217 ZNF107 SYT16 HHEX ZNF479 TSPAN13 ESYT3 ZNF493 OPRM1 NAA15 SSH2 YWHAE TCP11L2 SLC39A4 HNRNPUL2 ZNF28 FUBP3 FNDC3A ALDH3A2 PCDHB4 TMEM106B STAG2 DDX3X GREM1 TBCA WDHD1 ZC2HC1A SRSF2 NSD2 ATMIN CKAP2L IMPACT RAB27B SOCS5 EYA1 PSME3IP1 DDX3Y ADAM17 KCNH8 PCYOX1 POU4F1 ZNF462 NOP58 EML1 MIR1302 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1302 ESR1 LIX1L ENSA SCN4B NRF1 PTK2B ZNF736 CTBP2 MAP2K3 TRPS1 TIPRL RUSC1 UBA6 RNF4 YWHAZ TM6SF1 SKP1 CAVIN3 HUWE1 BCO2 ALDH5A1 STMN1 CELF1 COL4A3 LHX6 SLC36A4 TASOR MINDY3 DISC1 ARID5B CEP20 C11orf58 BTF3L4 NMBR PPM1F FKBP7 PGM1 VSNL1 RAB23 MDN1 CSGALNACT2 OBSL1 KCNB1 NEDD1 GCSAM UMPS ATL2 PER1 SPIDR ONECUT2 LIAS GMEB1 FBXO11 AP000708.1 SHPRH ING2 SMAD2 ZRANB1 SEPTIN3 PECR PLAAT2 FNBP1L CDK19 OST4 ARHGAP32 NAA30 NEXMIF PSMC4 RABGAP1L TRARG1 RASL10B ITGAE SYT10 DOCK3 MIR3927_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3927_3P PHTF2 HAND1 XPO7 TGFB1I1 PRRG1 MAP3K7CL RPGRIP1L PLAGL2 TRIM6 GNB3 BACH2 GATA6 XRCC5 MED10 ELMOD2 FIGNL2 HAUS2 ZBTB26 GUF1 CPEB3 SEMA3A LIN28B TGFBR1 REPIN1 RUFY3 ECRG4 HS6ST2 IGF1R NXPE3 NBN BIN3 EMCN SORCS1 UTRN ACVR1C MAP3K2 ZBTB5 GXYLT1 COIL KLF8 GDF6 HOXA9 RPP25L SLC9A6 FBXO27 CYP20A1 NPHP3 DISC1 DMD FOS LHX1 TIMM23 ZBTB34 HOXB7 MDM4 AHR SVIL HOXA7 STIMATE CBX5 ZFYVE26 PPP1R15B TMEM121B TRIM71 SLC39A8 CNPY3 ASAH1 NAP1L1 NME6 ALDH1L2 CEP135 STX3 ADRB2 PRSS12 GNG5 TDRD6 SNX30 RNF38 SPRYD4 TRPM3 IQCB1 IL10RB ERI2 SMAD6 KLHL31 BMPR1A OSBPL3 GATM ESYT2 ADAMTS8 PBX2 ZNF512B JAZF1 ELP1 NHLRC2 ZNRF3 STK40 HOXC8 RDH10 RGS16 SALL4 SEPTIN7 CFAP161 FBXO42 C5orf51 LPCAT3 DNA2 MIR510_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR510_5P CASTOR2 FAHD2B AGTPBP1 C17orf75 ADCY5 COL4A6 EXOG CCDC51 VLDLR C9orf24 DOP1A C7 DOCK9 ZNF75D ACVR1B MYD88 DBH MFAP3 HOXC10 NOP9 PRKAB1 THOC2 IL7R ZNF410 PPP2R5E HTR3E NOL8 ARMCX5 CTH CDH11 PRLHR GRIA4 PTGES3 DNM1L RBFOX1 GPM6A FRMPD3 KATNAL1 EPGN CDH1 COLQ GMNC HPSE SLC35G3 ADGRF1 MAF DPCD POT1 FANCD2 ALDH6A1 OR7D2 HLTF FNIP1 VPS33A SERPINB1 ZNF483 UBE2B PACC1 ZNF518B ACOX1 ESYT2 TAFA5 ST8SIA2 GNAQ LDB2 C14orf28 SDC3 ASXL3 WAPL ZNF776 MIR3972 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3972 SRPK2 ZNF195 EGLN2 BNIP5 EIF4E2 LILRA5 NUMBL ZDHHC18 CTNND1 PTPN20 CDH5 PAK5 KDM6A CRISPLD1 SELENOT HLA-DRA NDFIP2 ARID4B CCR5 NDST3 ABCA1 SULT4A1 SLC38A1 RALBP1 MAX OSBPL11 ZBTB34 LUZP1 ACTG1 RRN3 EFNA5 ZNF365 HNF4A COLEC10 BICRAL MS4A12 ZBTB43 CHSY3 ANAPC16 FMO5 ZDHHC21 MAN2B2 PSMD12 LRRC8C TMEM87A TMEM263 TOX ZFHX4 SLC18A2 DICER1 FTSJ1 PAK2 LAMP5 DMTF1 RRP1B NR2C1 EML4 MED23 SHE PLPPR4 MCTP2 BCL6B CDK14 SOS1 TMEM215 CNST TLE3 PPP1R14C LRP4 ABLIM1 MIR194_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR194_3P MBOAT2 PCDHA2 AP1S1 ACLY PPP2R2D MRI1 EID1 C20orf194 AP1M1 PCDHA12 CARD16 PREPL FAM126B LEPROT PPARD PCDHAC2 ZNF607 GNS KCNAB2 WBP11 ARHGAP24 KDM1A PCDHA10 FERMT1 HOXA1 PGA3 SMURF1 NCKAP1L RUNX2 ADAMTS15 TAB2 ZNF516 GRIN1 PCDHA5 SMCR8 RASL12 PPP6R3 TRIM62 RAP1GDS1 DEPDC1 DTX1 CACNG2 NRM PCDHA9 GNPTAB GJB4 UCK1 PCDHA8 PGA5 SF3A2 SMIM21 ARHGAP32 JADE2 PCDHA3 PCDHA6 ZBTB25 CLDN2 TBC1D25 PCSK5 LPGAT1 NIPBL PCDHA13 BMP8A DIRAS2 SH3TC2 KRTAP4-11 SHCBP1L PCDHA11 MARCKSL1 SZRD1 ZNF791 FBXW7 PCDHA7 PCDHAC1 PCDHA1 BBIP1 TTC28 YWHAE TBC1D2B ERI2 MLLT10 NACC2 PGA4 XPO5 NSD1 CASP2 COL27A1 PCDHA4 MIR10401_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10401_5P CHD3 DCAF8 PDZD2 CCDC120 CCR7 COX20 PKLR NOL4L PARP15 SLC25A23 SLC25A45 ZFHX3 MPIG6B CD177 ZNF580 PUM2 DHDDS SCAPER CHD2 GFOD1 KLF7 KBTBD3 FOXP3 VDAC3 FAM131B RELN TNFRSF21 DLG4 NAT10 CACNA1A P2RY2 ELAVL1 SRF MS4A2 ELAVL3 ZNF135 GNAT1 CTSD VIT LASP1 U2AF2 CREBBP GRID1 ZEB2 BLOC1S5 BMP4 C3orf70 EEF2K SNRK PSMD3 MEF2A MCM3 RSPO4 COLGALT1 CYP2S1 SLC25A22 EMP2 CCDC91 KLHL31 CCDC97 NR3C1 TMEM151B TSR1 GCN1 FOXI2 SHISA2 CACNG2 PARM1 TRARG1 KLHL4 GRIP2 CADM1 PCNX1 ANAPC7 PPFIA1 CTBP1 KIF13A KRTAP5-11 SPNS2 CPAMD8 MIR4720_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4720_5P BTBD1 TAFA3 WRNIP1 ARMC1 SND1 EGLN1 JMJD1C NBEA GPAT3 TLR2 COBLL1 SC5D BACH2 VANGL1 ANP32E MYBL1 STARD13 PLPPR1 REST N4BP2L1 STIMATE-MUSTN1 GCNT2 KRT74 ISX FAM126B SLC38A2 GTF2E1 ZDHHC2 USP16 GTSF1 COL13A1 DPY19L2 LRIG3 NF1 SDK2 KRT32 NKAIN2 XAGE1B RER1 DLEU7 PPFIBP1 BNIP1 PHACTR2 LEPROTL1 MGAM EBAG9 ARHGEF38 ERICH3 RAB3C ACKR3 FBXO33 GAN ABRAXAS2 SV2C BRWD3 LSM8 PLXNA2 BTBD7 SHOC2 UBE2G1 AGAP1 YY1 L3HYPDH PDE6A RIOK3 FOXJ3 MAP2 CHST15 CDX2 SLC25A4 ALPK3 ZNF512B CDC26 PPP1R9B FAM171A1 DNAJC24 CREBRF DKK2 TNP1 BCORL1 MUSTN1 PLXDC2 SF3B1 PIK3R1 STOX2 MRGBP AFDN OSTF1 WASL MIR4748 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4748 GABRG2 NR2F2 CHN2 TP63 SLA RCAN2 SLITRK4 UTY UBE2G2 FBXO28 ELOVL5 MARCHF7 ZNF483 LIPA ZNF117 SRSF11 ZNF140 PPP2R5A KCNJ13 SPZ1 ZNF765 TANK IRAK1BP1 SLC46A1 DNAJA3 GM2A KIAA1217 ZNF107 SYT16 HHEX ZNF479 TSPAN13 ESYT3 ZNF493 OPRM1 NAA15 SSH2 YWHAE TCP11L2 SLC39A4 HNRNPUL2 ZNF28 FUBP3 FNDC3A PCDHB4 TMEM106B STAG2 DDX3X GREM1 TBCA WDHD1 ZC2HC1A SRSF2 NSD2 ATMIN CKAP2L IMPACT RAB27B SOCS5 EYA1 PSME3IP1 DDX3Y ADAM17 KCNH8 PCYOX1 POU4F1 ZNF462 NOP58 EML1 MIR1229_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1229_3P GABRG2 LGALSL FKBP5 SPATA33 CACNA1E KLF4 BIRC6 PKIB RORA TLCD5 NUDT19 ZNF135 EIF4G2 CADM1 RIMKLA SLC7A8 ZNF780A FBXO9 SETD7 ZNF781 RBPMS2 TSEN2 ZNF568 EBF1 PIK3R4 ZNF426 PAPPA CLCN4 KIF2A NUMB ZNF333 GABRA5 PPM1A ZNF765 ZNF559-ZNF177 PIM2 CDYL RAP2C TBX18 ZCCHC24 AFF2 DRD1 ZDBF2 TERF2 ZNF74 ZNF14 TANC1 ZNF594 FBXL5 RHBDL3 ZNF107 POGLUT1 SNCA MAFB SPAG11B MTOR ZMAT2 CEACAM6 CISD2 BRWD3 BRI3 ZNF684 EPG5 KHDC1 MRPL30 KHDC1L JADE1 ZNF493 INO80D CCNT1 ILDR2 MARCHF3 ZNF780B WDR89 ZNF189 MAGEB18 ZNF430 ZNF573 TMEM215 RFFL CHST6 ZNF195 PTGFRN CCNG2 MIR5586_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5586_3P SYNC ELN ZEB1 GNE BVES RORA KIF20B MED21 APBB2 SULT1C4 MAT2A LIN28B AGO1 PACSIN2 RNF14 STRN4 ADRA1A EPB41 KATNAL2 AHDC1 FAM131B SPATA31A7 SYT14 HOXB9 PTN PEG10 RSU1 ERVW-1 CCDC146 VGLL3 LRRN2 YWHAQ WDR55 SPATA31A5 KIF3C MBNL2 SPATA31A6 LUM LCP2 PRKCB FLRT2 ARHGEF5 SPATA31A3 SPATA31A1 ADGRB2 PDS5A COL2A1 PLSCR1 CACUL1 MAP3K10 TEAD1 CLOCK DDX42 MIR7158_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7158_5P ZSCAN30 KLHL32 MACIR CNRIP1 CFD LRRC28 EHD2 TEC CBR1 SUCO BMPER DDX54 PRPS2 WNT9B SYDE1 GTF3C2 CNR1 CSDE1 SV2B YEATS2 DNAJB6 TAX1BP1 TK2 GPR63 RO60 RAP2B UBE2Q2 RHOQ UHMK1 MRE11 OSBPL11 RAP2C TGFB1 ARAF NDUFAF4 GAREM1 SYNGR1 LRRC19 UQCC2 DCAF10 DCAF5 PNPLA1 ARPP21 EXOC6 POMGNT2 MPO TBC1D19 MOSMO CLCN3 PPP1R1C RAP2A NUDT16 VPS36 PPP6C IGSF1 YWHAG SRSF10 LDHAL6B RBM18 PHF13 RIMS4 DNAH5 SGCB SCLT1 PPP3R2 ARID5B ODF3L1 GCNT4 DMXL1 RALB ZNF189 PXT1 RSL1D1 MIR8073 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8073 ZSCAN5A SRSF7 TP63 HOMER1 PAX5 TRABD2B CRKL RIC3 SLC6A15 NR2C2 C8orf58 ARMCX3 RPP14 SMUG1 RFWD3 ANKH SERPINB13 SORCS1 C19orf73 LSM5 RPL28 A1CF UBIAD1 NPNT ATP1B1 FAM168A WDR31 INSIG2 CCND1 DIS3 NRIP3 TMEM95 RRP15 VPS53 ZNF708 MYO1F ADORA2B EVC MORC3 CYTL1 TMED1 TOGARAM1 RALGPS2 KCNJ10 CAMTA1 CMTR1 TANC2 CDC42BPA ZFR2 CPLX2 NXF1 KIF1C PDPK1 AGPAT3 UBE2QL1 GRIK2 MED19 RALBP1 CALN1 TMEM201 PHTF2 PCDH17 CASP2 OGG1 SARS1 MEX3B SH3PXD2A CUTC GPD2 GGCX EDN2 TNRC6B PUS3 INO80D MBNL1 PTPRJ TMEM215 PLXDC2 TNRC6A LPCAT3 MIR7974 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7974 SLC35C2 P2RX2 NRN1 OGT CARHSP1 YWHAB CLEC1A HEYL CREB3L3 SLC6A15 GRIN2B USP54 UBXN2B FOXP3 SULT4A1 ATP1B4 ARFIP2 PCTP TPCN1 KCTD18 PACRGL STXBP3 PAX8 RRAS2 MEA1 GATAD2B DTNA TUBGCP4 YWHAG RNLS ATF7 SMPD1 PPIE EFCAB11 SESTD1 TM4SF18 VPS53 ZZZ3 TFAM USP31 EVC TMEM132E MSI2 PTPRF CPLX1 JADE2 THUMPD1 ASF1B TEDDM1 RHOF SYT15 NDST1 UBE4B SLC35E2A SPRN PTPRJ BAIAP2L1 GPSM1 KIF2A RALBP1 CGNL1 EHMT1 CNTN2 SEPTIN10 ZSWIM6 MOGAT2 PLPP6 DDAH1 GNAO1 MAP7D1 CLSPN PTPRT LAMC1 TTC28 SLC22A23 PPP1R26 CRACDL CDH18 KCNIP3 ZNF747 TRIM66 BSN TMEM260 TRARG1 AKAP10 RABL3 NPTX1 PFDN1 GRIN3A SLC35E2B MIR4445_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4445_5P TAF7L LGALSL ZNF423 HOMER1 RECK CERT1 VLDLR CCNA2 B3GALNT1 ANKRD13A FBXW7 DCAF13 ZNF277 BASP1 CROT ADAMTS9 LRIT1 ORC4 SORCS1 PUM2 ELF2 NR2C2 SDR16C5 ATP6V1A MBNL1 B3GALT2 GXYLT1 DNAJC22 LYPLA1 ABCD3 RGS17 GTF3C3 CRLF3 ARID5B OSBPL2 ROR1 NPAS3 RBM27 PPP2R2C GFRAL SETD7 BTRC ARMC8 MTPN NAV1 PLEKHG7 KCTD10 GSTM3 BICRAL ETFA ASH1L RNF165 STRBP KNSTRN CLASP1 TCF21 TLK1 LCLAT1 ZBTB18 SCIMP WEE1 GPD1L PNISR B4GALT5 MOB4 RBM24 GATM KCNA4 FOXO1 CFAP44 ADAM9 MSTN ELF5 TRHDE ELOVL7 TCHHL1 CYRIA DMXL1 ZC3H6 KIAA0825 ATP6V1G3 SDK1 NUMB KIAA1549 LIN7C CLOCK MEIS1 RYBP PAK1 RASSF3 MIR4799_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4799_3P BTBD1 TAFA3 WRNIP1 ARMC1 SND1 EGLN1 JMJD1C NBEA GPAT3 TLR2 COBLL1 SC5D BACH2 VANGL1 ANP32E MYBL1 STARD13 PLPPR1 REST N4BP2L1 STIMATE-MUSTN1 GCNT2 KRT74 ISX FAM126B SLC38A2 GTF2E1 USP16 GTSF1 COL13A1 DPY19L2 LRIG3 NF1 SDK2 KRT32 NKAIN2 XAGE1B RER1 DLEU7 PPFIBP1 BNIP1 PHACTR2 LEPROTL1 MGAM EBAG9 ARHGEF38 ERICH3 RAB3C ACKR3 FBXO33 GAN ABRAXAS2 SV2C BRWD3 LSM8 PLXNA2 BTBD7 SHOC2 UBE2G1 AGAP1 YY1 L3HYPDH PDE6A RIOK3 FOXJ3 MAP2 CHST15 CDX2 SLC25A4 ALPK3 ZNF512B CDC26 PPP1R9B FAM171A1 DNAJC24 CREBRF DKK2 TNP1 BCORL1 MUSTN1 PLXDC2 SF3B1 PIK3R1 STOX2 MRGBP AFDN OSTF1 WASL MIR5008_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5008_5P SMARCA2 JAK3 ALS2CL ARHGEF15 FGF12 AL008729.1 CDH13 TMCO1 FOXJ2 LINGO1 ZNF346 ANKRD13C EPB41L1 ITIH4 FAM234A HIF3A PLAUR TBL2 ARRB1 FUT5 WASHC3 CPNE5 PIK3C2G MYL3 SYNPO2L FUT6 TJAP1 RAB11FIP4 C12orf42 HSPA12B URM1 GXYLT1 BCL11B DOK7 NUP62 ARHGAP27 FOS PDE4C RTP2 ARAF FBXO10 LUZP1 ATXN7 CTDSP2 DIRAS1 SNX27 HOXC6 ZEB2 MAN1C1 CERS2 RBM15 WNT7A PDE2A APOBR CCDC40 APOBEC3C ATXN1L AGAP1 VPS13D NTSR1 SMIM8 FXR2 CFAP44 RPGR ABTB2 OLIG3 RBP1 HAUS4 LRRC46 TMEM120B RPS6KL1 ZHX3 ZNF236 APOBEC3D NUDC SMPD3 SLC22A18AS PRPF19 MRAP KAZN MIGA2 S1PR4 CLN6 NRIP2 ARFGEF1 ITPKB MIR4722_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4722_3P CBX6 CRIM1 MLEC GALK2 GRAMD1B TRABD2B BCL11B NUDT16 RNF125 AHDC1 AKTIP FMR1 ASPH ZNF608 CAPZA1 SUPT3H TC2N PRR15L RP9 CEP85 BCL11A SLC25A30 TLNRD1 NUP214 RBSN DCAF10 ALCAM ISYNA1 SCN4B AADAT RFX3 RGP1 CLSTN1 RPRD2 CSMD3 DMD CRTC1 UBE3A KIF1B ZNF516 HSBP1 TECPR2 PBX2 FGD6 PSG4 PSG8 OPA3 N4BP3 PSG7 PSG1 STON2 EPHB2 TCEANC2 PDGFB FZD3 CHP1 MLXIP CSMD2 NOTCH2NLA MAN2A2 TBC1D7 GLCCI1 SDK2 CTNNA2 CEMIP PLEKHG7 PBX1 TDRKH VPS53 SERP2 MED9 MRPL15 EPHA7 LCLAT1 MAP3K13 GAB2 GCNA CHRM1 MFSD6 DUSP7 TTC33 ACVR2B CAPRIN1 LARP1 MIR7156_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7156_3P PRKAG2 TEX35 FGF5 ANKRD13A KLRD1 CPEB3 SAMD9 PARP15 RGS4 PAIP1 ELAVL4 OPHN1 ZFAND5 ELP1 USP38 GBP4 RAB11FIP4 PIP5K1C MAP4K4 CSMD3 MBNL1 NGEF TNFRSF21 RNF38 CACNA2D1 CD276 LRRC73 NXPH1 ZNF124 EPPIN MAPK10 CDH2 PYURF SUSD6 ZFPM2 SMG5 IDH3A UFD1 XKR9 KHNYN POLR2J2 HPSE KMT2D TRIM71 TRIM4 TCF19 KIAA1217 FNDC5 HLA-G SPC25 EIF3J CLU HOOK3 RIMS2 KLF17 NOTCH2 HLA-DPB1 TCAF2 FBXO11 UBE2G1 POLR2J3 PSMC6 ZNF131 GRM7 VDAC1 GLIPR1L2 OSBPL6 BTRC KPNA6 NFIB KCNQ3 GATAD2A HIF1AN ENKD1 ABCF2 SEZ6L CEP41 ANK2 KIF5B HYDIN MAGI3 PPIP5K2 MVB12B SLC9A4 CCDC140 NEGR1 HOXD13 SLAIN2 CSNK1G3 SEL1L CENPS LIMD2 CD3E KANSL1L LIN7C MIR4664_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4664_5P SFTPA2 CASP9 FECH PTPRN2 EVI5L SHISA9 ZBTB7A SUMO1 SMR3B RHOH FAM234A MMP16 CPLX2 ACLY GALK2 ARRB1 ITGB4 FOXI1 TDRD10 CCER2 WBP1L FCER2 ZPBP2 POFUT1 USH1G VPS52 RDX SYNGAP1 HNRNPA1 SAP30L UQCRB CLDN7 IGF2 GPRC5A C6orf223 EFHD2 GCM1 SLC48A1 TMCC3 FAF2 MPL MRTFB IGFBP5 PPARGC1A BCL7B SOX12 CKB OTOA MYOZ3 ULK3 PTPRH TBC1D16 ZNF774 VSX2 SETD9 SPRED3 IL17REL PPP1R1C PFN1 KCNC4 VAC14 TNFRSF6B GFAP AP006621.6 AAK1 ACTR1A EFNA2 SIGLEC14 RBMS2 ZFP3 ARHGEF18 ADAM8 TRAT1 TMEM150A SLC2A14 SPTBN4 FRZB LIMD2 CCAR2 UBE3B ITPKB MIR6827_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6827_5P KPNA1 NCDN BCL2L1 COQ4 ZNF431 PITPNM3 BYSL ZDHHC18 CSMD2 PCNP SRA1 SRR UBE2I KLHL29 CDKN1A LMX1A JAG1 C10orf105 KCTD15 HSP90AB1 TEX264 CTSO MARK2 MRPS2 MYRIP TBL1XR1 ZNF385B GALNT13 PTGES ASCC1 COTL1 HEATR9 ITGA11 AP3B2 ALDH18A1 GPR153 C6orf223 INF2 HOXB5 GPRIN1 ATP8A2 PSG4 ZBTB40 RARG FBXO16 THBS3 SH3D21 DCAF5 RFX7 DYRK1B COX19 SCIMP CD82 LY6G6C ACP2 AC012236.1 TNRC6B SMCR8 PTAR1 DMGDH ZKSCAN2 ALPK3 RNASEL SLITRK1 RARA DDA1 DGKD SAMD4B AP000251.1 GAB4 SMURF1 RBFOX2 PARP9 KCNH8 ESAM TET2 SCRT2 TXLNA MIR4717_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4717_3P AFF3 POP1 TMEFF1 TGIF1 DDN FSHR RORA ROBO1 CGGBP1 ZDHHC23 RASGEF1B WASF1 PKD2 MSANTD3-TMEFF1 PRKD3 PPP1R12A RNASE9 PUM2 EML6 TNPO1 KLHL14 GPR65 NDP SCML4 ERLIN1 KIAA1191 SYNJ1 LIN54 PSME3 SUMF1 COL21A1 HS3ST2 KLHDC2 CELF2 DCUN1D5 ZNF451 ZNF48 METTL2A C1QL3 BAZ2A PPP1R8 SERTM1 MEGF10 CAMK4 BEX3 ADGRF1 GRK5 CREM KHDRBS2 GRB14 NIPSNAP2 MACROH2A2 ZFHX4 METTL2B ING2 ZNF24 PPEF2 SNAI2 EML4 MRPL50 ARL8B FAM102B COLGALT2 STC1 MYH3 KLHL24 TUBA1B PLEKHA2 SPHKAP SASH1 RIN2 ZNF124 CLOCK FAM151B WDR26 RASSF3 MIR4774_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4774_3P FARP1 NPHS1 COCH FAM189A2 TPD52L2 DNAJB4 IL1RAP RPS6KB1 TSHZ2 SOWAHA SP100 ACTR3B SEMA3A GRIP1 SLC6A8 RBM25 SAMD9 SETD3 HGC6.3 RNF128 ZMAT4 PNN SAYSD1 ZIC3 HINT1 UBE2Q2 AMFR ATRNL1 KLHDC1 SET ANGPTL5 CCP110 FRMPD2 DPYSL5 MARK3 OR51E1 NMBR ELOVL6 HRH1 TENM3 SPART PROX1 VPS13C SORT1 TRIM71 ERVW-1 PCDH9 CLTC POU3F2 BEAN1 UACA SERPINB2 KDM7A SMAP2 TSC22D2 FBXO48 ABRA FBXW2 SLC39A12 CHML CLK4 ST8SIA4 AOX1 UBE2D1 PURG ABCA5 IGIP RMND5A UBE2W ANO1 USP31 GOLPH3L TLX2 GNAQ ADAMTS3 ALKBH3 BAZ1B PEA15 RPA1 CEP350 NCOA4 GLIPR1L2 TFB1M MIR6823_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6823_5P DYNAP ERMN UBN2 EFHC1 NIPAL3 TAF1D ARCN1 MLXIP SERPINB8 ATF3 CYP4F11 ARID4A SLC24A2 BANK1 HS6ST1 SORCS1 OPRPN ABHD17B STAG2 GPR3 PTPN12 STX17 WNT10B DTNA ZNF677 ZCWPW2 SCN5A MBTPS1 OTX2 CXXC4 COL22A1 PDYN SOX6 PHLDB2 ZIM3 EPGN SENP8 CUX2 KBTBD13 VAMP1 PPP5D1 EPHX3 JAKMIP3 AFG1L RTL10 TMEM108 RIMS3 NPHS2 FAM8A1 GPC6 PTP4A2 CAPN15 MYPOP SETD2 CNOT4 PCDH18 AASDH RRP15 AAK1 KIF24 FAT1 ARID1A PDK2 WNT3 SPOP ASCL1 POU2F1 NPEPPS PCDHB9 L2HGDH MIR3909 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3909 MYL9 RHBDL2 SLITRK4 MYO7A ZNF544 CD300E TSC22D1 MSTO1 SCML1 PAX9 KCNH5 SLC24A2 SH3D19 MASTL PGAP1 CHM CLUAP1 XPR1 CCND3 TP53BP2 DHX15 CASKIN2 NAPEPLD SOX5 HAND2 EP300 EDARADD COBL YBX2 GRIA4 TIMM23 ZNF83 NFIX ACOT13 RSPRY1 VSX1 AQP9 GJB2 MXI1 NPR3 ARIH1 RING1 FOXP4 BTN3A2 C16orf72 SLC1A5 SLC6A20 ONECUT2 MEF2C TAB3 SHANK2 ZNF337 CETN1 AAK1 ARID5B TMEM26 DDR1 PBX2 KIF5B PRKG2 FAM171A1 ASB13 TTC14 SPICE1 PRKG1 PDIA3 NUGGC MYO10 PDE1A SPOCK1 KCNA6 DNAJC15 CCNT1 CSNK1G1 MIR4473 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4473 CAPRIN2 ADCYAP1 MTMR12 CCDC6 CNOT2 SLC25A40 TTYH1 IL6ST SEPTIN2 TMOD2 PKN2 ASAP2 ULK2 TOM1L2 IKBIP NIPSNAP2 NPNT LOXL3 VPS13D SLC24A2 UBL3 PIK3R5 PRX ZFYVE16 LUZP2 SLCO3A1 IPO7 RANBP2 IQCH LDOC1 NFIA KIF23 PICALM PAIP1 RNASE11 OTULINL RAP1A TOB1 ADAM7 BRAP CDK19 ZNF213 RALGPS2 SPOP PAFAH1B1 KLF7 TMSB4Y SP1 SBF2 WNT5A ADAM9 EIF2AK1 EPC1 TMOD1 RAB5A OLFM3 ZBTB37 PSAP ARL5B ATXN7 MBD2 C2orf69 FIGN TMEM250 ARID4B ADAMTSL3 TMEM30A WNK1 CCNL1 PLLP SPRED1 RAVER2 KMT2C PCNX1 FBN1 CAMSAP1 QRSL1 PRR32 RFX7 SYT9 RFK MPHOSPH9 ARFGEF1 LCOR QSER1 MB21D2 C5orf22 MIR3161 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3161 NOL11 LILRA1 ASB5 TSEN34 BCL2 RRAS2 FZD3 CBWD5 YIPF5 ARHGEF28 C1orf141 RAB10 ANP32E BOLL SLC35F2 SP3 CORO2B SIRT5 CSNK1G3 RBM12 NT5C1B ZFP36L1 GRIK2 CBR1 RMDN2 ANO5 EBF1 TUBE1 ERLIN1 ARHGEF40 ADAM12 ABI3BP RASA2 MKLN1 OR51E1 AHR PLCL1 PICALM PHYHIPL OAS2 ADRA2B SCN9A COL11A1 RPS6KA6 ABCC4 LRRN1 ZDHHC17 LRRTM4 USP8 SLC10A7 FN1 ANO6 ANGEL2 CS EIF5A2 TNFRSF1B PPARGC1A PLCXD3 H1-8 VPS4B RICTOR NUS1 GRB14 ST6GALNAC3 PRKCB RAPH1 RTL3 MED14OS GTF2B ERCC6L2 OPCML EMC3 MAP3K20 ITGB8 ZNRF3 MIR4717_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4717_5P MINK1 AGFG1 SEC16A FYN ST6GALNAC4 CDC42BPB EGLN1 PEAK1 SLC35A2 MAGI3 KMT5B RAB10 STARD13 FKBP1A PLPP3 FYCO1 WWC1 GPR65 IRF2BP2 DOP1A BNIP3 ATP6V1A GET1 TRIM33 TES NUDT7 HADHB SUB1 ASAP1 SNRPB GRM5 FSD1L CSKMT ATP8A2 PDIA6 GANC SLMAP BCLAF1 CLIP2 ELAPOR1 SLC25A36 RAB3C PAX5 PPT2 EFTUD2 GDI1 SRSF2 CHMP7 ZBTB20 SDC2 SERPINB6 KDM3B ABCF1 NAP1L3 ELL2 GAS2L1 COL23A1 TRIP11 PGGT1B SCRN1 VCAM1 RHO NR2E1 LRP10 LSM8 ATF7 CDH9 NRIP3 KIF1B TCF12 IGSF5 ZEB1 SMIM17 LMBR1L MAP3K19 RBPJ TMEM151B AKIRIN2 GDAP2 CRACD MAPRE1 STC1 TMEM64 KCNQ3 ZNF133 BCLAF3 EPAS1 HERC4 PDE7B SCCPDH ERG TRHDE NACA ADIPOR2 SOS2 ZBTB41 XYLT1 VGLL4 PARP16 CEP350 GALNT7 LMNTD2 LSM10 MFSD14A TSHR FBXO42 MIR138_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR138_1_3P RBM12B BAG4 NDUFAF5 CLEC1A SMC6 ZNF428 RAB3GAP1 RANBP9 SH2D4A ZNF770 ATE1 GPATCH8 SLC5A5 USP4 ABI1 GNPNAT1 SYNRG NBN LYPD6 THUMPD1 G3BP1 FUT9 TET3 DCT GXYLT1 GASK1B SLC4A4 CPPED1 TRAF3IP1 LUZP1 OXSR1 COQ9 ING1 DPP6 RC3H1 PHACTR2 SOCS4 NCAN GMNC SPRED1 USP24 HPS3 ALCAM ANO6 BRPF3 RAB3B SAMD12 TOGARAM2 NEU3 DDI2 AS3MT RAB4A ZNF681 TXLNB ASXL1 RBMXL2 PLEKHM3 CERS3 CNTNAP5 MEGF10 YIPF4 EMX2 WDFY2 GBE1 ZNF275 EAF1 KLLN NYAP2 AQP11 PGM2 DNMT3B ERBB4 DCAF7 RALB DDB1 TIPRL IRF9 C15orf61 ATRN RPIA RPL15 RASSF3 MIR6131 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6131 CASTOR2 FERMT2 ST6GALNAC4 PPIP5K1 KLF11 AFAP1L1 SEZ6L2 YIPF5 VDAC2 KLF12 TENT4B ABI1 MAST4 MAP3K7CL MINDY2 VIM PAN3 EID1 CCND3 SPRN PDZD8 BEST2 HECTD2 DUSP16 SFSWAP ARHGAP6 PCGF3 SULF2 PLAU MICAL3 SGIP1 TBL1X CREBZF RB1CC1 DNAJB11 SRSF6 PPARD SCN5A FRMD5 PDIK1L NFIX DEK GPAM NFIB TMPO SPOCK3 LIN9 DCAF10 SERTM1 NEUROD1 TANC1 FOXP4 TSTD3 DESI2 ZBTB18 EVC FAM104B RNF126 LZTS3 FEM1C EFNB3 RNF38 ALDH6A1 SCRN1 RPRD1B PDAP1 VEZF1 RELN SH2B3 BLZF1 BAZ2B AGO4 MAN2A1 CLIP1 KLHL18 RASSF8 TBC1D4 KMT5B CLVS1 C2CD2L PTPN4 RARA ARL5B BAZ1B KLHDC10 PHF21A ACVR2B SERTAD4 AMMECR1 ADAMTS1 ATP11C APPBP2 STOX2 RIMS2 DTX4 ZER1 L3MBTL3 GNG2 MIR489_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR489_3P B4GALT3 IPO5 CREB5 SLC25A21 PAX3 TENT2 SRSF7 RELCH KLHL13 TRAM1 EFCAB11 PRXL2A ZNF790 UPF3B RASGEF1B TENT4B PNISR DCAF13 RIPK4 ETNK1 ITGB1BP1 JAG1 TLL1 PKP1 PPARGC1B NF2 MAP3K7 AMIGO2 ADAM23 SUZ12 IQSEC3 BEND4 IMPA1 GTF3C3 RNF111 EMX2 RGS18 GLIPR2 MNS1 PLPP6 GABRA4 RTN4IP1 TNFSF4 TSC1 ZFP28 SRSF1 MAF ANKRD49 GPC6 UBE4A RICTOR ACKR4 AIG1 SLIT2 HSF5 ZNF624 TCEAL6 MEGF10 EMC1 ATP1B3 DNAJC13 SCIN SLC2A13 IL13 SLC7A11 NRIP1 RPP30 RECK CCAR1 PARM1 KCNQ5 LONRF2 NR4A3 DCC SHISA7 LVRN CNTLN MIR4519 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4519 WIPF1 EXOC6B LGALSL GRTP1 LPAR3 TMEM265 UBTD2 MTSS2 GGA3 BIRC6 UBE2D3 KDM2B SNAP91 CSMD3 PAK5 RAB14 C17orf80 SLC26A9 UBR5 TNPO1 PAQR3 SLC25A30 FAM161A MAP3K2 DCX CNOT6 NRG3 TRIM33 ADGRV1 GUCY1A1 RIOX1 UBE2L3 CTTNBP2NL GPR158 TM4SF1 FAM172A FGR ITPK1 C2orf69 ANXA4 TBP WDR20 GABRA2 DCLRE1C SCN1A KANSL1L TMOD3 GHITM C2orf73 SOSTDC1 HNMT NUP43 ELL2 KRT39 LIPT2 ASXL1 TJP1 TMEM185B KRAS UBE2D1 E2F7 HAS2 CCDC82 PRKAB2 RAPH1 SESN3 MOSPD1 MXD3 STAU1 DNM3 ROBO1 FLOT1 SLC38A1 LEF1 TRMT61B WDR37 PIMREG MFAP1 NKAIN2 AHSA2P CLOCK MSL3 SHISA7 KIAA0232 MIR6765_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6765_3P PNOC UBN2 ALG9 RBPJ SMAD3 MKRN1 ISX MKNK2 EFNB1 AP2M1 NANOS1 PLEKHG7 GPR55 TLK2 ASAP1 CA10 ATG13 SPRY3 DCUN1D5 PITPNC1 PLS3 PPCDC GPATCH2L TCFL5 SYT9 MAPK9 DPH3 PROCR TMEM141 SLC45A4 PPP1R13B PDE1B GAL3ST3 RAB23 HIPK3 BOK URM1 LETM2 PPP1R12B TRANK1 RAB27B ARHGEF12 FHL1 TAF5 PDCD2 PLCE1 UBE2D3 GNB4 TM4SF19 WIPF2 SOGA1 GLRA3 MPZL2 IFNAR2 DAG1 RNF222 RCL1 PRELP ABHD11 SRD5A3 CELF5 FRMD4A GLCCI1 DAAM2 GNG7 SH3TC2 JMJD4 METTL9 PREX1 PPM1F NFIC GLP1R TTC23L C1orf43 TYRO3 FBXW7 SPTY2D1 CENPJ RAB8B C2CD2L GARRE1 KLHL18 IFNLR1 XPNPEP1 VXN SOS2 RNF44 ANKRD1 AGK UNC119B CACNA2D2 MED1 CLOCK UBE3B SFMBT1 MIR5586_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5586_5P LGALSL KLHL32 ENPP1 NR3C1 MAGI3 ABRAXAS1 JADE1 INTS6L HNRNPR LMO3 TRABD2B HOXA1 DSC3 POMGNT1 KLHL42 ARHGAP12 RGS7 PRELID3A DLX5 TRMT5 COPS4 DERL1 CNOT6 MITF RIT2 DEGS1 PTPN12 CC2D2B TRMT11 TMOD1 HMGN2 NOL3 SLCO5A1 FAM89B C10orf90 TNRC6B SUSD6 NUAK1 CCDC126 TFRC SVEP1 EIF2AK2 PRDM15 RAD23B ARHGAP24 ACTN4 PALMD PCDHGB5 OTOR MGAT4A LCP1 LRRK1 ITCH USP49 RASA1 BLZF1 ELN AGPAT1 KLHL31 IGLON5 FOXO1 LRRC31 AIM2 STAG2 ZNF324B MYL12B ZNF215 HIVEP2 PRRC2C USP9Y GNAQ GLIS3 SNX4 HTATSF1 KRTAP1-5 RIN2 TXNL1 ATRN PURA MBTD1 MIR6755_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6755_3P ZNF23 ZNF85 MORF4L2 COCH BTNL9 ARL8A CALML4 SIM1 XIRP2 KLHL29 DYNC2H1 EPHA3 MS4A14 TMIGD3 SLFN12 GRIK2 PROSER1 ZNF606 BEND4 MBD4 RGL2 IGF2R C6orf120 SET ANKRD26 PHF23 NPAS3 TM4SF19 TBC1D9B CCNT2 GCA TJP2 RNF144A PIGA ANG LRRC19 ZNF454 VSNL1 KCNMB4 KCNK2 C12orf75 NEMP1 ZNF282 NCAPG2 LPL TSPYL4 NOLC1 PDXDC1 MAMDC2 C3orf35 PTGR2 ABHD10 CPSF6 SLC26A4 ZFHX4 FAM135B CEP44 VDAC1 KMT2A ZFR PDCD2 MANBA CLVS1 PTPRC BBS7 TRDN CFAP47 MEOX2 RANBP3L CDK14 PGM5 TENT4A ARHGAP26 TTLL5 FOXP1 ATP5MG SLC16A14 PURA PNP MIR569 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR569 GAB1 RBM24 SLC39A10 MPDZ SYT15 ELAVL4 CFAP58 TMEM267 VTI1A KLHL8 PDSS2 LPAR6 LMNB1 TCAIM DCP1A CCPG1 TBC1D15 SLC35A3 G3BP2 AQP4 BARD1 PNPLA8 TTC3 MELTF STX17 ZFAND6 MAP4 CP FOS PCDHA9 E2F5 SMARCA5 TLE4 RAB39B LRRC8B PCDH17 DEPTOR CNOT7 ZFP90 CDK2AP1 TP53INP1 CLDN1 ATG7 CNGA3 THAP10 FGF9 PTPRZ1 MPP5 SMARCA4 RUNX1T1 CLCN3 GPR82 UCHL3 NDUFA8 SPRED2 SV2C ZNF407 SLC39A12 SLC18A2 KIAA1549 DNAJC13 RSBN1 NEBL GMFB WWP2 MFSD6 ABTB2 LRRTM3 SNX4 SMIM9 ZNF793 ACSL6 MOSPD1 TAOK1 SMG1 VEGFA RASGEF1A MIR4460 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4460 EGR2 CHCHD3 MMD CD226 FSTL4 SEPTIN2 TANC2 SRGAP3 CLDND1 IRGQ PURB WASF1 TVP23B MED13 NFE2L2 PARD6B KAT2B WNK4 NMD3 CTNNA3 SUGCT SULF2 ACSL6 DYNC1LI2 ANKRD17 PBOV1 NPR3 IPO7 PALM2AKAP2 ZNF781 ZBTB10 MIER3 SORCS1 HDAC7 AFTPH ERC2 KBTBD6 CXADR ABHD5 CBLL1 NLK TNFRSF21 WDFY3 PTBP3 ZKSCAN4 RALA C6orf120 YOD1 HEY2 CCNE2 KATNBL1 MROH9 FCHO2 TMEM260 CCNB1 TVP23C SYT1 BACH1 UBE2V1 KLF6 RNF19A ADAM10 LHFPL2 DLST IGFBP5 TSPAN12 TSSK2 SEL1L KLF9 GPR161 C6orf47 KRR1 MFSD14A MRPS18C RIC1 B4GAT1 HDGFL3 DYNLT3 ZBTB20 SDC2 ZNF800 ARL15 KIAA1109 ZC3H11A MIR4527 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4527 NR2F2 SLITRK3 DPH5 PDPK1 NCALD TENT2 SGO1 PDPR ILRUN DNAL1 RAPGEF1 THRB CCDC25 LILRB4 TUBB4A DNAJC6 SETD3 ATP6V0B PIP5KL1 EPHB4 SUPT7L UBE2Z NFASC GLUD1 ADAMTS19 AGO2 NDRG1 ZNF93 SAMD12 CXCL12 NEDD9 MAX UCMA EVC EXOC6 NAV3 DDI2 ESR2 TDRD6 BEND3 HSDL2 FSTL4 TMEM199 RAB30 ONECUT2 FXR1 OPRK1 LCNL1 GABRE ARHGAP17 TNRC6B PRKX TLN1 ACSL1 MYO15A CFL1 AAK1 SPTBN1 ZNF266 IPO9 ZNF609 ZNRF3 RPA1 ETV6 SEC24A TRNP1 ID4 SPIN1 SLX4IP MIR4436A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4436A NR2F2 DND1 CAP1 SLC18B1 MAU2 UNC45B ETNK2 FAM118B PAX6 NR2F1 ARL8A HMGCLL1 MTMR4 WASF3 TOMM6 RSKR PTPN1 SPCS2 DOP1A RAB10 VPS29 PRDM6 PNLDC1 PAIP2B LY75 UBL3 BAGE2 ARHGAP12 CASP10 BCL11B CNR1 FCRL2 SLC39A7 ZIC3 LCMT2 TGIF2 PLAG1 STX1B RALGAPA2 SLIT2 ELAVL2 YTHDF3 SNAP25 FMR1 PCDH17 DKC1 VPS35L MTPN HEG1 TXNDC17 H6PD PDCD6IP MMD2 ERGIC1 TMEM121B BOD1 FBXW7 MAP3K9 LSM11 TMED4 FYN PACS2 CDK8 CLCN3 UBXN7 BORCS8 DNAJA2 USP35 ZNF709 URGCP-MRPS24 PTP4A3 ZFHX4 TLCD4 UBE2N GFPT2 AAK1 FAM155A DDX3X WDFY3 CCN4 SPEG MYCBP2 AQP6 ARF3 LRRC59 PRPF38B RORB HOXA5 SSH1 XK ARL15 MIR500B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR500B_3P CALU SNX16 PRKAG1 HES2 CCDC178 HDAC9 IRGQ THRB CD83 POLDIP3 ST3GAL1 TCERG1 NEURL1B DEF8 TCEAL4 LYRM2 SAE1 DDHD1 RALA RREB1 HPCAL4 CDYL ABCA12 FAM171B USP13 LYSMD4 LEPROT COA7 YTHDF3 OTX2 ACTR3C CDYL2 SFRP5 GSTM3 NR4A3 EPHA8 USP16 TLE1 DHX33 PLEKHA8 MFSD11 SLC25A13 GPR26 FSCN1 KDM4C CNTD1 PKNOX2 DHTKD1 DPT BAALC SLC4A8 KIAA1549L FSTL3 LCOR PATE1 TCEANC2 TEDDM1 BTN2A2 ARHGEF15 HSD17B7 SAMD8 TTPAL MAVS PDZRN3 CBX8 CAST TICAM1 EP300 CCNP OR13A1 RBM33 ARHGAP18 PRSS8 TMEM144 SH3PXD2A BLZF1 LHFPL1 SERF1B CREBRF SFMBT1 MIR5089_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5089_3P CLEC1A RGS6 HMBOX1 SELENOI AHSA2P NCOR1 SLC25A40 SMC6 PPP4R3B PTPN1 CTTNBP2 ANKRD13A FUCA2 HNRNPR ATF2 NOX4 ELMOD2 MAPKAP1 VASH1 RNF145 ITM2B PTPN13 ARMC10 SLCO6A1 CNOT6 FAM160B1 NDST3 PAPOLG CACNA2D1 AIDA SH3RF1 LMNTD1 BRD1 CDH2 YTHDF3 MARK3 GRID2 SNAP25 CUL5 ZFPM2 CDIN1 SPOCK3 PEPD FBXO45 CYCS TMEM169 FGF9 SBK1 PDLIM5 GTPBP10 ZNF704 KIF1B MYOZ2 JCHAIN MYO6 FRK LHFPL1 GALNT1 PPP1CB GLB1L2 LRRIQ3 HRNR ABCB5 PELI1 CLCF1 GOLGA3 CPEB2 GVQW3 FNDC3A CCDC189 MIR4726_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4726_3P PFKFB3 NCAPH2 UPF2 MLEC PAX5 SLC37A1 CHTF8 TMC7 GCLC FUT6 NDOR1 NEURL1B GTF2E1 MLLT10 SOCS3 GAS2 DLG4 PRXL2A NTNG1 VPS13B BATF3 DALRD3 TFE3 RBKS CD8A CADM3 VWA2 ARHGAP20 MMS19 NEFM ATRX PDE1B KANK4 SMCR8 PAFAH1B1 EIF4B NAV1 TREML2 UBE2D2 CALCR TRAK2 CBLN3 ACSL4 KIF13A TSPAN17 NPSR1 CIR1 C4A SAMD14 PPP4R3B PPP2R5D PRDM6 SLC24A2 MSX2 ZDHHC3 SLC35F6 MEX3A SPRING1 VANGL2 ALPK2 CPXM2 C16orf90 KCNJ6 SHC2 RIMS4 MAFF ADCY6 SHISA2 ANKRD52 CFTR PNMA8B C4B SEMA4F ANXA9 MEIOC MIR4795_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4795_5P DYNAP ZNF148 GRM5 CFHR3 E2F3 PRRG1 CDH10 CNIH3 GLB1 COBLL1 TCF4 MOB1B KLHDC8A BLCAP MAPK1 SSB ANGPT4 DNPEP THTPA STIM1 LYZL6 UBE2H ZNF316 RBM5 PGK1 SPARCL1 FSTL1 SLC14A1 CBLIF VCPKMT SLAMF6 UNC5C SLC25A26 NPAS3 ZNF124 ERCC4 LUZP1 CDH2 CELF3 CEMIP CAMSAP2 TERF2 NFS1 FMR1 PLEKHA8 MARCHF2 PKN2 SATB2 PROX1 SHISA9 GYG1 FAM214A ADD3 SPX ZNF681 FNDC7 MIER2 CAMK2D UBASH3A GALNT16 HDAC4 RIOX2 SOGA1 PIP4P1 ERMP1 AKAP10 EDAR EPB41L2 CACNA2D2 DOK2 SHISA7 DCBLD2 MIR4701_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4701_3P SUOX HSD17B4 CAMK2D ADH6 MFAP5 CMTR1 CRNKL1 ZCCHC17 QKI LIPA RPE SLC35E2A TNPO3 FLI1 FGFR1 TMEM100 GLYATL2 SALL3 NTS DHFR C6orf89 NRG3 EPM2A OSBPL1A GEMIN5 DUOX1 YIPF1 SLC66A1L PHLDB2 MPDU1 TBX5 ETFRF1 IQSEC2 HDGF TYRO3 OCM CD37 SPTBN1 KSR2 ATP2B2 FAM222A DOCK7 USP14 MSRB2 ZNHIT1 RAB27B PRPF38B BEST1 ZNF607 EXOC3L2 OCM2 MIR934 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR934 ESR1 KPNA1 AGFG1 DENND10 GPHN TFEC SYNPO2 RXFP1 GNE BTN3A3 GSR FBXO22 SLC39A10 ADNP OXR1 STAR MYPN GLRA3 PYM1 UBE2E1 PDE11A SNX18 KANSL1 SLC35F1 PDC MEFV SLC35F2 C11orf87 SKP1 ATP6V1C1 PAXBP1 RBMS1 AMELY PICALM SPCS3 HOXA4 PPEF2 LRRN3 HYAL4 NOL3 HOATZ TFCP2L1 GGNBP2 SPIN2A LCMT2 DPY19L2 LRRN1 SPIN2B PARVA RBM19 CYP1B1 SFTPB F11R PDS5A C11orf58 ARL2BP APOL4 DCLK2 SLC2A4RG MXI1 SLA2 ZNF655 ZDHHC11 MITD1 MRPL17 BCCIP DCLK1 TRIM42 TCEAL7 EHD3 ZNF737 KMT2C SLC16A1 FAM122C C1orf174 UFM1 AHSA2P SPIN1 FZD2 LMO4 CYTIP PDE6H MIR7109_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7109_5P CBX6 IL2RB DPYSL3 MDK ZNF32 ZNF529 PRKACA ZBTB7A NDST1 ARRB2 EIF4B RBM26 ACIN1 DDX17 CPNE5 IGF1R BCL7A PTGIS NFIC COL1A1 GIMAP6 URM1 BMF SETBP1 RGS19 GAL3ST4 CNKSR1 METTL9 IGF2 CCDC43 MED17 ZBTB4 NFIX ZNF385A ACTB FKBP3 SPRED2 ACTR3 IQSEC2 SERTAD2 BRPF3 FOXP4 SHOC2 ABHD8 FAM120A ELFN2 BAHCC1 HSF2BP LIMK1 FGFBP1 VAMP2 NOVA2 KCNJ6 CKAP4 ZBTB6 OST4 DAGLA FXR2 SLC25A43 MYEF2 SLC45A3 KCNC3 CAMLG SLC39A5 MORC1 UBQLN4 EOLA1 GATC PRR12 N4BP2 HPCA MECP2 ZSWIM4 MBD6 POFUT1 MIR221_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR221_5P ZSCAN5A SRSF7 TP63 HOMER1 PAX5 TRABD2B SHISAL1 CRKL RIC3 SLC6A15 NR2C2 TTC39C C8orf58 ARMCX3 RPP14 SMUG1 RFWD3 ANKH SERPINB13 SORCS1 C19orf73 LSM5 RPL28 C5orf49 A1CF PEAR1 UBIAD1 NPNT ATP1B1 FAM168A WDR31 INSIG2 CCND1 NRIP3 TMEM95 RRP15 VPS53 ZNF708 MYO1F ADORA2B EVC MORC3 CYTL1 TMED1 TOGARAM1 RALGPS2 CAMTA1 CMTR1 TANC2 CDC42BPA ZFR2 CPLX2 NXF1 KIF1C AGPAT3 UBE2QL1 GRIK2 MED19 RALBP1 CALN1 TMEM201 PHTF2 PCDH17 CASP2 OGG1 MEX3B SH3PXD2A CUTC GPD2 GGCX EDN2 TNRC6B PUS3 INO80D MBNL1 PTPRJ TMEM215 PLXDC2 MIR675_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR675_3P ADAM22 CHN2 PPP4R3A SLC10A7 CUL3 ATG4A NAIP CLGN PTPN20 CSMD3 ORC4 PLPP3 CCDC152 MTRF1L FCRL1 SLC25A30 LAMB4 FMR1 RSRC1 KMT5A DIRAS2 CDH11 ZFAND4 ERRFI1 PITX2 TBC1D9B AGPS BLOC1S2 CHST9 ZNF226 ATXN1 PAPOLA UFSP2 FAM227B SDF2 C2orf73 PRSS23 SERPINF1 RCOR3 CDK8 SLC5A12 KLHL1 RAD51B LINC02693 CDR2 FNBP4 TRIM9 DNMT3A TCF12 PLPP4 KNG1 VWA5A KANK4 KCNA4 DDX3X CDKN2AIP ICOS PTCHD4 MITD1 CREBRF SLC25A31 NR4A3 STK39 TET1 PURA MIR6872_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6872_3P SNCB DDX5 SYBU FECH FAM200B BEX2 CDV3 CNTNAP4 ACVR1B JPH3 PLSCR4 TPO RAP1A DIO2 ABCA12 PNKD NDP ST6GALNAC5 SRGAP2 AGAP2 ZNF671 ATP6V0E2 BOD1L2 KLHDC2 SVIL HDAC2 ACTB SYNE2 PROX1 TP53BP1 HTR1F EIF5A2 COL25A1 EPHX3 SLC1A1 PPP2CB EPB41L5 MPP5 ATP1B1 TBX4 MEF2A KLF17 NFYC SLC8A1 KCNG3 MED13 GTPBP2 ZNF638 SH3BGR NR3C1 SRSF11 FGF13 DNMBP ST6GALNAC6 KCNH7 RPS10-NUDT3 TMEM67 CSGALNACT2 PRPF38B NUDT3 MED1 DAB1 CPEB2 RIMS2 ARFGEF1 TAFA2 GET1-SH3BGR MIR1295B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1295B_5P WRNIP1 TFEC SH3BP5L GSDME RCAN2 CMTR1 LYPD1 DYNC1I1 RGS8 SCN8A TMED2 AKIRIN1 SPCS2 DDX17 FDFT1 BHLHB9 NQO1 JPH3 UPF1 RBMS1 TNKS2 ADAM23 MTHFSD CREB1 MYCN SHROOM3 MRE11 RALA SMG7 NPAS3 NFIX TRAK1 IL20RA CDYL2 SERAC1 DPP10 PBX1 CLTC SMIM10L1 ZNF621 SCEL PCDHB12 CXCR1 SIRPA KDM7A ZC3HC1 SMURF1 FOXL1 SON NSUN7 MGAT3 VPS35 MEF2C SOX1 PCSK9 ZRANB1 RB1 MRPL33 CDC25A GSTCD TENM2 ARID1A ILDR2 TEX261 GABARAPL2 ZCCHC2 DYM ATOH7 SOX30 CLRN1 DNAJA1 ZNF827 XK MIR6829_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6829_3P PRDM16 TTC23 GSTM4 SLC16A9 PPFIA2 SEMA5B ABHD11 TIMM17A DSTYK IQSEC3 RAP2B ESF1 LILRB4 PTPRO EYA3 ORAI2 PROX1 NFIB SYN3 CCK ZFP1 CUX2 FSD2 DDX6 XRN1 CHD6 DNAJC18 ATP1B1 ZZZ3 GPX7 ZNF704 THSD7A TMEM104 ZNF341 CD1C ZC3H4 FNBP1 ANKRD16 MAPK14 NAV3 FRMPD4 TK2 MRTFB MYRIP CAMLG C5orf24 DTX3L ADAM10 KIAA1549L ST6GAL2 FAM20A TENT4A ZNF786 BNIP3L ZNF69 SOGA1 SOWAHB ATP6V0B BAGE2 SERINC1 NR3C1 PCDHA2 SNX1 CHST2 TEF NPAS3 KLHDC7A TSN ARIH1 SLC15A1 SLC52A3 SRGAP3 KSR2 PRKCB P2RY13 ARNT2 B4GALT2 RPGR KLHDC10 VPS26B FKTN NR4A3 ADARB2 MIR3136_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3136_5P TENT2 CCAR1 ADGRE3 TSHZ2 COL17A1 CEP57 PCCA ABI1 PPFIA2 FOXP2 A4GNT CD83 BASP1 GKAP1 BRINP3 P4HA1 HAUS6 FUT9 KLHL14 SAYSD1 COL8A1 PTGDR NR3C1 MBNL1 FAM126B CRLF3 KLHL5 COA7 TGFA AHR SAMD12 KIAA0825 DAB2 NADSYN1 MAPK10 GTF2A1 ZSCAN1 CLDND1 CIAO2A DCUN1D3 RIC1 NLN SHOC2 C2CD4A LAPTM5 RFXAP GAN DTNA TMEM65 RNF138 DCLK1 PM20D1 THSD7A BMP3 HNRNPC HSF5 AMER2 CLK4 ZNF875 SERP1 SRGAP2C UTP25 IFT43 PGM2L1 SHE ICOS OSGEPL1 FOXC1 RPS6KL1 UBE2J1 THBS2 WDR89 LRP2BP SLC25A5 XPNPEP3 PRXL2C ENDOD1 MIR140_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR140_5P EGR2 MMD DLGAP1 TANC2 TMEM177 CAPN1 KBTBD2 SEPTIN2 STRADB NFE2L2 DDHD2 TGFBR1 KAT2B JAG1 IPO7 RNF32 DOK4 NPL TBC1D12 UBR5 SLC38A2 BICC1 HDAC7 MOB1A ERC2 BEND4 ABHD5 WASF1 PRDM1 RNF170 YOD1 PRLR ROR1 KATNBL1 WNK2 MROH9 ELAVL2 SNX2 FAM102A BACH1 C11orf52 SRCAP DPP10 RNF19A NPR3 MTSS1 LHFPL2 DLST IGFBP5 ANKFY1 NDUFA12 FBXO45 ANO6 RPUSD2 MED4 NUCKS1 HDGFL3 FGF9 RFX7 EPB41L2 SBNO1 VEZF1 TSC22D2 MED13 GALNT16 ANKRD42 C1R FAM214A NLK BMP2 WDFY3 ARHGAP19 TMEM260 VCPIP1 KLF6 ADAMTS5 SLC2A1 CEP350 TSPAN12 TSSK2 PPTC7 KLF9 GPR161 FBN1 MFSD14A VEGFA ZNF800 LRP4 MIR3679_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3679_5P RGS6 HINFP ZNF845 TDP1 ALDH3B1 SLC30A7 NUSAP1 SYTL2 ZNF117 FGF13 NAIP COPS3 DISC1 CD5L OGFRL1 PPP2R2A LUZP2 CRCP NPL GMCL1 IGLL5 PRELID2 SULT2A1 KRIT1 KDSR STXBP5L ERP29 CHTOP AHR MAOB ICE2 ODAPH DHRS2 TRPA1 AHNAK IFITM2 TMEM33 FGF14 HTRA4 ITGA1 CD2AP CDC42SE1 BRWD3 ATP10D MIS18BP1 SLC46A3 BAZ2B KIAA0408 ZNF280D VNN1 RFT1 MED23 PDHB TLR6 MMRN1 CTSK GTF2H1 SGCD SOS2 ADGRL1 DMXL1 USP32 MACC1 STK4 RABL3 SEL1L TSPYL1 NCMAP ABCA9 TEAD1 BCAM ADORA3 PEX12 CNTLN IFITM3 MIR3935 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3935 SYNPO2 PCSK5 RGS5 CUL2 SYT15 THEMIS PCM1 PALLD IAH1 BID SOWAHA CNOT7 NUP155 EDIL3 IGFBP7 GRIP1 CSMD3 HECTD2 RNF125 AHDC1 LYRM2 FRMD6 TRDMT1 PTHLH RAG2 TSPYL5 TDRP CYP20A1 OTX1 TOGARAM1 MYOM1 GOLPH3 IRAK1BP1 ZBTB4 LTBP1 SAMSN1 SVIL YME1L1 NDUFAF4 TG FUCA1 C5orf24 SLC10A7 POU3F2 ANXA6 FAM122C LHFPL3 KIF16B CDKL3 SCRN1 TBC1D16 TRIM56 MED13 NAALADL2 SLC9A7 TXLNG EPHA4 FGG STC1 NCBP3 KRTAP20-3 RPS10-NUDT3 UQCRQ MAPK6 KCTD9 SLC22A24 ZNF512B ARHGEF35 RNF149 PYROXD1 SLAIN2 NUDT3 COL15A1 ZNF660 KPNA4 SALL4 GNB4 RBL1 MIR1976 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1976 FAM114A2 OXR1 SLC9A5 UBAP2 CBR1 PCMTD1 PLA2G12B CLEC12A TBL1XR1 ZNF138 ATP11A SLC25A42 HNRNPA1 CUL5 SLC6A17 CTDSPL2 DDX6 ATXN1 ZBTB43 KCNJ13 WDTC1 ZNF268 TCFL5 LPP MYCBP DAD1 PLCH1 IL36RN ZNF75A KIF14 NAV3 ZNF182 CREM NEK6 LDLRAD4 EVC RXFP1 WDR93 ACP6 FAM189A1 DCAF10 NUDCD3 SNX8 DHX38 ABHD15 RRP7A MMP11 OTUD1 TULP4 PLAC8 MMP16 BACH2 RAB10 TTPAL PARD3B ZFP41 SYNPO2 HNRNPA1L2 FRMD5 RWDD1 ATXN7L1 NFAM1 KCNC1 GALNT10 SEPTIN5 FOSL2 F2RL2 CD40 RND3 TMEM144 SLC24A3 SPTY2D1 RGS9BP GATA3 GCNA STK38L SIT1 SCML2 DENND5A RSAD1 ERC1 PISD SPSB4 CAMK1G HMGA2 MIR219A_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR219A_2_3P MINK1 DDC RCAN1 C17orf75 DLGAP1 RSBN1L NUSAP1 RORA DHX57 C9orf152 FMN2 SUV39H2 PLSCR4 ENC1 FSD2 GABRP STAU2 SLC6A15 RBFOX1 ZIC3 ZNF20 SYNJ1 ZNF184 CRLF3 COL3A1 PPCS DSCAM ZNF239 SEPHS1 TENM1 ATXN7L1 CERS6 SERAC1 USP45 DACH1 HSPH1 C5orf24 DIDO1 KRT8 OTUD4 PGM3 TBK1 GALC FAM227B MPHOSPH9 TRMT10C XKR3 USP49 KHDRBS2 VRK1 HSP90AA1 ANKIB1 ZNF99 IDO2 ZNF813 LRIF1 CBR4 F11 SORD IFI44L KLHL24 APOC2 TPK1 INTS2 CHAC2 COL12A1 PPFIA1 MIR1246 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1246 ADAM22 HLF DENND10 SLC38A2 CDO1 C12orf71 MIER1 SGO1 TBCK LYPD1 FPGT DYNC1I1 PLEKHB2 DYRK1A REPS2 SORBS2 NDFIP1 DLG1 RAB14 ADAT2 KLHL14 HECTD2 ANTXR2 MYOT OPRM1 SLC12A2 TNFRSF8 ZNF425 TAF9B LINC02694 CNOT9 COL6A6 DUSP18 LENEP ZCCHC14 EIF2AK3 SCEL QTRT2 GLRB MRPS14 ANKDD1B FAM53C ZNF888 RTKN2 ISCA1 KDM5A SEPHS1 SCN3A GMFB CEP126 PANX1 RPL36A ATP2B1 CREBL2 HTR5A ELF5 MIR6791_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6791_3P PRDM16 TTC23 GSTM4 SLC16A9 PPFIA2 SEMA5B ABHD11 TIMM17A DSTYK RAP2B ESF1 LILRB4 PTPRO EYA3 ORAI2 PROX1 NFIB SYN3 CCK ZFP1 CUX2 FSD2 DDX6 XRN1 CHD6 DNAJC18 ATP1B1 ZZZ3 GPX7 ZNF704 THSD7A TMEM104 ZNF341 CD1C ZC3H4 FNBP1 ANKRD16 MAPK14 NAV3 FRMPD4 TK2 MRTFB MYRIP CAMLG C5orf24 DTX3L ADAM10 KIAA1549L ST6GAL2 FAM20A TENT4A ZNF786 BNIP3L ZNF69 SOGA1 SOWAHB ATP6V0B BAGE2 SERINC1 NR3C1 PCDHA2 SNX1 CHST2 TEF NPAS3 KLHDC7A TSN ARIH1 SLC15A1 SLC52A3 SRGAP3 KSR2 PRKCB P2RY13 ARNT2 B4GALT2 RPGR KLHDC10 VPS26B FKTN NR4A3 ADARB2 MIR5589_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5589_5P SGO1 SSR3 ONECUT1 DHX57 PITPNM2 IRAK3 NCAM1 ZDHHC3 CWC27 DCUN1D1 VASH2 BCL2L11 HEYL ST3GAL1 TENM1 ABR TNS1 DGKE DELE1 ATCAY TET3 CNOT6 METAP2 CDK19 NMNAT2 ORAI2 KIF21B PIP4K2A IGF2BP3 FRMD5 DAZL MUC1 C2CD3 MAMDC2 KCNA5 EXPH5 COL10A1 BPY2B TSNARE1 KIF24 GIPC3 NAGA EIF2AK1 CDH4 MMP24 COL19A1 LEF1 S100A12 ETV6 L1CAM LLPH KRT78 FOXO3 CSNK1E NBEA BCL11B SH3TC2 ARID4A FAM102A HECTD1 NXF1 HDHD2 HNRNPU AGAP1 KCNJ6 TLCD4 BBS1 MYH11 RIMS4 APOBEC4 BPY2C ZBTB39 SCAMP4 BPY2 SLC24A2 POU2F1 MIR6886_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6886_3P CREB5 NR1H3 SLC22A10 GNB1 TRMT13 BEST3 SOGA1 CBL SHISA9 TNRC6C LIMA1 SMAD3 SRSF10 RBFOX3 STAT1 SLC8A3 TTC17 DLST SAMD4A ARHGEF37 MS4A14 UBA52 PDP1 FRS2 DUSP16 RNF212 RALGAPA2 PROSER2 ADM TBC1D7 ATP2C1 LRP11 CHPF2 UGCG ZBTB34 FAM210B MLLT6 CXXC4 BPTF RGSL1 CPSF2 KIF7 MINDY4 RBMS3 SVIP SLC11A1 ITGA5 ZNF514 ERG28 ANO6 CYP21A2 BEAN1 PAX1 VGLL3 MKNK1 JPH4 CCDC68 CCNJ PHEX PLET1 KDM3B TDG NAA50 CHRM2 NECTIN1 GPC6 RICTOR SLC8A1 SSH2 DACT1 ADPRH IGLON5 FBXO36 ADCY7 SAMSN1 AZIN1 ZNF81 ADAMTS6 ZFP91 RHOBTB1 PIK3C2B ETV5 CREBRF TLCD5 BRWD1 C14orf28 PTCHD1 MMAB SEMA3D ZNF827 CCDC40 DMXL1 SUCLG2 LRATD2 MIR1199_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1199_5P SYNC DYNAP B3GALT5 CD22 FAM98A MTMR4 TANC2 PITPNM3 SNX22 WDR6 TMED7 ELK4 MAPK1 PTBP2 MTF1 ARMH3 PPARGC1B MPIG6B GAPT BTBD7 USP46 MARK2 PPIA TP53INP2 SOX5 STX6 SLC25A42 EIF3C TP63 SET CPN2 PIP5K1C ANKRD13B CHD3 VKORC1 ERCC4 GNAT1 CEMIP EIF3CL NLRP2B FNIP1 NAV1 FYB2 ST6GALNAC1 ZNF395 APOL6 FMNL2 KRBA1 CCL22 PKNOX1 GCSAM PAX7 GLO1 SH2D2A SLC7A6 FBRS ATF3 LRRC17 HIC2 KANK4 HID1 DAGLA HTR1A TREML2 CARNMT1 AOPEP NKIRAS2 ZNF512B NAA60 GNAO1 RPS6KL1 OLA1 RAB6B NAP1L5 GLRX N4BP3 RRP8 NFATC3 MBD6 ISG20L2 MIR6751_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6751_3P SYNC DYNAP B3GALT5 CD22 FAM98A MTMR4 TANC2 PITPNM3 SNX22 WDR6 TMED7 ELK4 MAPK1 PTBP2 MTF1 ARMH3 PPARGC1B MPIG6B GAPT BTBD7 USP46 MARK2 PPIA TP53INP2 SOX5 STX6 SLC25A42 EIF3C TP63 ITGA8 SET CPN2 PIP5K1C ANKRD13B CHD3 VKORC1 ERCC4 GNAT1 CEMIP EIF3CL NLRP2B FNIP1 NAV1 FYB2 ST6GALNAC1 ZNF395 APOL6 FMNL2 KRBA1 CCL22 PKNOX1 GCSAM PAX7 GLO1 SH2D2A SLC7A6 FBRS ATF3 LRRC17 HIC2 KANK4 HID1 DAGLA HTR1A TREML2 CARNMT1 AOPEP NKIRAS2 ZNF512B NAA60 GNAO1 RPS6KL1 OLA1 RAB6B NAP1L5 GLRX N4BP3 RRP8 NFATC3 MBD6 ISG20L2 MIR4474_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4474_3P RABL6 RAI2 CRIM1 CHD7 CDC7 CGGBP1 AHRR FBXW7 NAIP PIK3R1 RNF41 DENND1C EPHA3 PAK5 NAB1 HS6ST2 ZNF480 TMEM216 SCAF4 CTSB TBL1XR1 SLC38A2 MBNL1 XPO4 SYS1 RHOQ GINS3 MRPL57 BCL11B METAP2 TMEM47 PDE7A COL3A1 PARP8 TLR5 YWHAH FAM210B DUSP18 MAOB DOK1 FASLG CLRN1 DAB2 ZNF589 ZFYVE26 TMEM52B STAC VAMP4 VPS29 RASSF8 PCDH9 RAMP1 RTL10 INSM1 RNF2 FNDC5 MAP6 SERP1 ZNF773 RBPJ PRR14L ECHDC3 ARNT2 SCYL1 NLK GJD3 SPIRE1 PRDM7 ELOVL2 MRPS25 EHMT1 ADIPOR2 SYT1 CAPZA2 COL24A1 TRPC5 GRIK1 SLC45A4 CADM1 PRDM9 ALOX15 DESI1 NPEPPS ADARB2 SCRT2 C5orf51 RNF144B MIR6500_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6500_3P SRPK2 WIPF1 ADNP RNF152 HIPK1 KLHL28 BRCA2 RORA CEP83 RHOH MIA3 NIPBL DCAF8L1 ZNF117 LIN28B ZFAND5 C15orf40 IRF4 EPHA3 PHTF2 EMC10 AKAP11 SLFN14 ABHD2 USP46 AP4E1 MTRF1L PNPLA8 HESX1 ANKRD33B EZR MACF1 TMEM47 DEK RAB39B GPAM MGAM NR4A3 NECAB1 VAMP4 FMNL2 AMMECR1 MKI67 TMEM108 TAPT1 PPP6R3 RBM46 ZZZ3 PANK1 QRICH1 RGS3 GABRG3 TDRD3 ABRA SETD2 ZNF684 PITPNA FNBP4 NWD2 MPZ H1-0 ZNF28 FNDC3A UTP25 NEXMIF ANK2 KCTD9 ZNF268 IFT52 STT3B FABP7 ST18 ZNF468 CDK17 PDZD7 RARRES1 RIC1 ZNF730 CDKN2AIP TAFA2 LRP6 MIR643 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR643 SNHG32 TRMT9B F5 ELAVL4 CTBP2 KCNJ15 ANK3 KALRN SOHLH2 TBR1 RAB18 GATA6 PRKD3 CDC37L1 RAD54B MYH11 SLC36A4 BAG2 PAFAH1B2 ZNF330 PDE1C KIAA1328 TRIM61 ANKS1B STIL CLK2 TERF1 ZNF449 CCDC138 CACNA1B CDK15 PIGF MSRB3 TXNDC9 GRID1 DNAJC28 FSBP JADE2 SPTY2D1 PLXDC2 CD2AP HOOK3 CDKL3 WDR33 ACKR4 COG5 EREG RB1 ADGRL2 CIT BMP8B MAP2K6 USP3 C5orf24 COL13A1 CYREN RAB33A RAB27B LONRF2 PDZD7 LYRM7 ZNF569 LHX8 TAFA2 MIR4493 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4493 PIAS2 AMMECR1L FIS1 ZNF530 RMDN3 SH2D4B FBLN5 ENAH ZNF367 NREP DOCK5 FLI1 HADHB BDH1 FCAMR PLPP3 PARD3B MED14 RAB7A LRP5L APOLD1 CDT1 CD81 ZNF426 UBR2 TAF4 EPSTI1 SMIM21 LMAN2L TNFRSF21 ZNF844 MACROD2 SDK2 TESK1 RAP2C GOLPH3 ZNF135 ERCC4 PCSK7 HDLBP RBM14 GABRG1 IGF2BP2 DCAF5 ZNF74 PRKAA1 MMP20 ZNF594 IRF2 TM2D3 LHFPL2 ZNF763 CFLAR POGLUT1 ELF4 MRRF C22orf24 NR2E1 ELMO2 APLN ARPP21 SFRP4 SNAP47 FMO5 PSKH1 BRWD3 SSH2 PLXNA2 AGAP1 CLEC5A EPHA7 LRRC28 PGRMC2 B4GALT5 ZNF24 GAB2 ACSL1 SLC2A13 LSS ZNF268 GPX2 CLVS1 WDR82 ANK2 GOLPH3L BPTF HS1BP3 CHST10 BICD2 NEGR1 CREBRF BZW1 ATXN3 FBXO42 RAB9B SCO1 MIR634 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR634 KPNA1 CLIC5 A1CF NRXN3 HMGN1 SLCO2B1 FAM168B VASN TBC1D8 MAPK1IP1L CPEB3 AADACL3 DLST ITGB6 SAMD4A MSL2 ANKRD40 ATP6V0B CYP2C8 FOXP2 CLCN6 RADX PHACTR1 CERK MAP3K2 HMGXB4 C2orf49 PCGF3 TIMM9 SNRPE EEA1 ARPC1B DNM1L PDIK1L IGDCC4 ADAM18 ATXN7 PDCD6IP AAMP ATP2A2 DENND2B CTDSP2 MBIP NPHP4 EIF4E FURIN H2AZ2 MAP3K1 RAB1A KCNK2 BLOC1S5 SCGN FBXW7 ARPP21 EIF3J KCNB1 UACA NPR2 THBS1 HS2ST1 TTC28 MPP7 RAB11A ATXN1L CRISPLD2 USP10 PFKFB2 PTPN3 IRX2 DYRK1A PPP4R1 ARGLU1 OAZ1 KLB TBCA SLC8B1 PHIP VGLL4 MRPS16 SLC4A8 HRK RICTOR CKMT2 FAM3D ZDHHC22 CKS1B MIR649 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR649 KPNA1 DNAAF6 ZNF281 FAM104A DIPK2A NDUFA5 CHL1 RAP1B CDK1 PHC3 CHRDL1 UBE2E2 ZNF595 XIRP2 BACH2 GAPVD1 INPP5K CORIN COPS7B LHX6 RAB14 TFCP2 NEUROD6 SNRPD1 CCDC88A MYOT ATP5IF1 STAG2 VGLL4 ARID4B KMT5A RFPL1 ACER3 RPRD1A CKAP2 DCTN4 MEX3C PHLDB2 NAA20 CPNE4 API5 BICRAL KITLG SPRED1 GALNTL6 CACNA1H MARK1 RFX7 STT3A SPTY2D1 P3H2 KDM7A CCDC6 MARK3 MRPL43 TMEM181 DICER1 DENND1B SENP5 ARHGAP32 AKIRIN2 SLC2A4RG MOB1B NUFIP2 CAND1 ARID2 MLANA ZC3H12C C8orf37 ARFGEF1 CCNG2 MIR6861_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6861_5P EVI2B FCGR3B C1orf87 RPN2 TNFRSF11A AGBL2 RILPL1 MID1 NDUFA10 TARDBP TREM1 DMP1 PURB CHD1L COLEC11 MYORG MOB3C LZTS2 GPR15 CREB3L3 SP140 SYNGR2 ZCCHC12 ANKRD12 PPP1R3F CC2D2A FCGR3A SMTNL2 SLC26A3 SP1 PROSER3 TBC1D7 L1TD1 DBF4B RB1CC1 TPPP3 EML2 SNX2 TMED5 SLC5A9 NAIF1 ZBTB18 S100Z HDGF PDE3A NEDD1 MED28 INHBA LPP PEG10 FAM104A PLEKHS1 KCTD11 AZIN1 SLC2A10 CDC42SE2 CLCN5 NLK GIPC3 MBNL1 ELOVL2 ZFP3 AVIL MARCKS DARS2 LACC1 SMARCA2 SASH1 MIR6854_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6854_5P COPS6 SRPK2 LIMCH1 TMEM225B CPEB1 CNOT2 ADAT1 RAB24 ALDH1A2 GLCE NFE2L2 JAG1 FGFR1 ADAMTSL4 HOXD8 THEG CPD PGK1 CAV1 PDE1C OSTM1 GPR3 SYNPO2 RNF170 STARD7 FMOD METAP2 RABGGTB PCSK7 ANO10 SHPRH PRDM2 IL1RAP IRF6 ADRA2B RETREG3 ARMC8 CASTOR3 GANC DOK6 ARHGEF38 KLHL12 PPARGC1A ZCCHC4 SUFU CXCL14 RUNX1T1 CCDC6 SLC5A7 CAPN15 FRAS1 CXADR HID1 SMARCC1 CD36 ACAA2 TRIM66 TYW1 HSPA4 CLMN DTL SIT1 PLN SRGAP1 FBN2 CORO1C NUFIP2 KLRG1 STON2 DUSP22 MRAS DDX60L THADA EXOC4 MIR3929 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3929 AFF4 ZNF281 MBNL3 MOCS2 FAM155B SLC44A1 RPN1 THRB SEC24B VTA1 RFTN2 CEP83 COQ5 PRUNE1 FAM20B SGPL1 GPI NBPF14 HMGCS1 NBPF11 PSD3 IMPA1 SUCLG1 CA10 SGSM1 DYNLL1 TMEM132D ORAI2 TMCC3 PMP2 IKBKE NBPF3 TNFRSF1B EGFR GRB10 NBPF8 NBPF20 C11orf95 ZC3H4 IGLON5 GORASP2 EIF4E3 NKTR LEPR MICAL2 UTP25 CDADC1 CHST11 ERCC6L2 MMP24 FKBP4 NBPF1 HMCN1 CORO2B ETV6 GRK3 NBPF12 NBPF15 KCNJ10 KPNA1 NDUFAF5 MTMR4 HIF3A ABI1 DCD CCDC174 ABCD3 ZZEF1 PMAIP1 PIK3AP1 NBPF9 RBMS3 OTUD4 SZRD1 EEF2K TBC1D20 KRTAP24-1 KIR2DL4 MTREX SPAG17 CDC23 XPO1 SRGAP1 SLC10A7 KRT75 GABRB2 SF3B1 MIR6890_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6890_3P IL6ST CCDC81 TEX30 CGGBP1 BOD1 KCNC2 SAMD5 INA C4BPA ITM2B SLC25A25 KAT14 ZNF512 RGL2 DFFA PGAM1 RAP2C LARGE1 GUCY1A2 BROX ABHD14B ORAI2 HEPH PERP DNAJB9 APLN COG6 SNCA SPPL3 PLEKHG4 ZMYM4 PROCR DISC1 TSPAN33 TWF1 ZNF710 TMEM104 UNC5B OTUB2 ATXN1L MFNG CALM1 PRR14L SEC63 ALDH1A2 TRAF6 UBE2W DPH5 CEP55 CLN5 PRMT2 DOCK4 HSF2 REEP3 RHAG XPO7 DAG1 C9orf152 INTS6L ADAMTS4 RBIS PHF12 DDX43 PPP4R4 USH2A SFXN5 ADAM18 GANC WAC PAQR9 DESI2 NELL2 WDR43 PEG10 CAND2 SFPQ JCAD FXR1 BPNT2 SBNO1 PLA2G15 FOXN3 SOS2 UBN1 MEOX2 RFX3 CAB39 LHFPL4 UNC119B NXPH2 PGAM4 POU2F1 MIR1262 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1262 SUOX HSD17B4 CAMK2D ADH6 MFAP5 CMTR1 CRNKL1 ZCCHC17 QKI LIPA RPE SLC35E2A TNPO3 FLI1 FGFR1 TMEM100 GLYATL2 SALL3 NTS DHFR C6orf89 NRG3 EPM2A OSBPL1A GEMIN5 DUOX1 YIPF1 SLC66A1L PHLDB2 MPDU1 TBX5 ETFRF1 IQSEC2 HDGF TYRO3 OCM CD37 SPTBN1 KSR2 DOCK7 USP14 MSRB2 ZNHIT1 RAB27B PRPF38B BEST1 ZNF607 EXOC3L2 OCM2 MIR4296 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4296 ADGRG6 CBLB STUM CINP NME6 PGR FCN1 LIMS2 SPOCK3 MYOF RAB5C LOXL3 PGAP1 ZNF546 VEPH1 ZNF410 NECTIN1 CIRBP PTGDR GPR63 SPATA2L SERPINB3 OLFML1 LDHD SH3RF1 PRF1 SMCO1 ARID5B JAKMIP2 EMILIN3 RPL28 USP8 CLDN10 TMEM196 PCDH17 CERS6 FAF2 NFATC3 SLC10A7 SERPINB4 APLN FA2H SYCE1 EIF3J PTPRT TCHH RUNX1T1 SCLY STXBP5 EBF3 SRSF4 LRAT SH2B3 SH3BP1 RIC8B RAD51B SLC9A8 VWF BRD8 MAPRE1 NCBP3 NEXMIF ETV5 AQP6 PAXIP1 KIAA1549L ASB7 WIZ TNRC6A ATP6V1B1 MIR3138 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3138 SPECC1 FPGT CRIM1 SEMA6A GPRASP1 VLDLR ABLIM1 TXNL4A KCNH1 VPS29 PDE4A RAB30 BASP1 KRT2 ZNF619 ZNF488 IPMK HSPBP1 RAD51AP1 UTP3 GAB3 SGPP2 UBOX5 KREMEN1 PCGF3 RAB2A STXBP5 ELAVL1 ASAP1 ZNF532 TRO NFIB CASTOR3 C2orf69 POMK GSPT1 PRKAR2A RAB3C GARS1 CXorf56 ZNF493 PKLR PLET1 ZNF365 GCSAM ARL5A GALNT16 KSR2 CYP2S1 ZNF704 DCHS2 PIP4P2 ISOC1 MDGA1 ERI2 CALM1 INO80 TCFL5 SBF2 TMEM135 TRAPPC3L CCDC85A PRPH2 DSE TDRD1 PKIA COL19A1 GSTM5 SASH1 LIN7C SPOPL GPA33 MIR125A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR125A_3P VPS39 AHSA2P PRKAG1 LIMD1 LAIR1 THUMPD3 BNC2 CERS5 MAP3K12 DHX57 PEAK1 ZNF287 JADE3 PRDM5 CHIC1 CHGB HEYL FUT6 ITGAV INMT CREB1 PTCH1 OVOL1 BRCA1 RNF185 STAP1 GPRC5A ACP3 RGS7BP LARP4 IGF2BP2 SEC14L2 MPC2 MEX3C CASTOR3 KDM4A CPNE4 DACH1 NIT1 CUX2 GMNC BAZ2A MTAP PGM3 GLG1 PCDH8 CCDC178 OXLD1 INHBC HTR4 TDRP JMJD8 KRTAP1-1 ZNF704 ARL1 FXR1 MEAF6 CNOT4 S100A7A IFIT2 WDFY2 DTWD1 CYB561D1 SLC9A7 MTFR1 NLK POP1 BOK MAB21L2 NSG2 CPA3 SGK1 DENND1A NUFIP2 KLF9 TAOK1 NARS1 MIR657 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR657 CTNNB1 ASIC2 WIPF2 TMEM59 MEF2C CDKN2C B3GNTL1 ZNF529 MAPT CDC14B SRGAP3 WT1 TTC7A PTPN2 DOP1A NR4A2 ZNF605 KAT7 ARSG PRKD3 BIRC2 BTBD7 CHD2 BRAP PBX1 DARS1 KCNAB1 ARID4B HERC4 SULT4A1 RAB2A POLR3B SEPHS1 PDCD6IP ZNF449 EPB41L3 TXNDC16 KDM4A ZNFX1 PROX1 GNA13 NT5E PTPRT MPC1L AS3MT SNAPC5 COPS2 MRPS6 WFDC13 LEPROT LARP1B SH2B3 KRTAP11-1 BNIP2 FRYL DMRT1 SMARCC1 AAK1 VPS53 TNKS DNASE2B CUL1 ELF5 MEDAG TNFSF11 FIGN GAR1 EPHA6 RTL4 TRH UBE2D3 C17orf67 PURA MIR6810_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6810_5P CLDN2 TAF10 SLC38A2 ZNF41 TRMT13 ITPR2 DCHS1 DDN LYPLA2 TRAM1 PIP5K1C SIDT1 COMMD9 FIGNL2 IP6K2 HECTD3 TDGF1 SHISAL1 CSNK1A1 KCTD15 ADAM23 SEMA5A DCX FOXM1 CLIP3 RIBC1 GNG7 ELAVL3 SMARCC2 CASP10 FGFR1 CHUK TRAK1 IQCK ELK1 NETO1 CAPN5 TPSD1 PDE8B SLC1A5 MORC2 KSR2 CREM FGFR2 C11orf95 TAB3 ZNF207 PHKA2 PLEKHS1 RPEL1 ESRRG CAMKK1 IFNLR1 VAT1 ZNF337 TRARG1 SLC6A9 PPP1R9B SOX13 GNAO1 CELF4 ZHX3 NLRC3 BNC2 ZNF219 KRTAP13-1 RTL4 BCAM MRAP2 NHLRC4 TTLL5 HNRNPA2B1 MIR378G http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR378G SEC16A ERBIN PAF1 KDM2B TPD52 TRABD2B NF2 CNTN1 NINJ1 IQSEC3 ETV1 SERINC4 PPM1A ADAM12 CRABP2 HMGN2 NFASC CDH1 NT5E KDM2A SH3PXD2B TANC1 FBXO33 MITF SEC31B KCNA5 PLEKHM3 SLC23A2 BCL2L2 SPECC1L FNDC3A SLC39A4 UBE2N ERLIN2 MICAL2 ANKRD53 GIPC3 CLCNKB KPNA6 CACNA1I NOS1AP KCTD20 C1orf226 SKIL LEF1 IFI30 SSBP2 ACP6 ILRUN MTMR3 SYT6 FBLN5 WDR33 ENG MAVS CBR1 TRMT5 ERLIN1 PLEKHM1 SPCS1 ALDH3B2 ARRDC3 IFT122 TMEM38B ARMC5 SRXN1 PTPRH PRKAB2 CYB5RL RIMS4 KCNIP3 ERI3 MGAT5 ALPK3 SRGAP1 PHF21A SPEF1 AHI1 TRNP1 FCRL3 ISCU MIR644A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR644A URGCP PAX3 PTPRR GPRC5B KCNIP4 CHP1 NLGN4X VIPAS39 RNF41 NFAT5 PRPS2 RNF130 PSEN1 DNASE1L1 PDP1 GRIK2 WDR44 FAM131A RTN4 KLF7 CDK6 FOXP3 NF1 CTBP1 FXYD3 CCDC92 PPP1R7 TUBGCP4 OPCML PXDNL SCN2A PITX2 EEA1 DYNLL1 SPAG8 ZSWIM6 DAB2 GRID1 BMP4 CX3CR1 CHMP7 CYP2S1 PJA2 SPRED2 NRBF2 PARP12 FABP2 TLX1 NR3C1 ARL8B SMARCC1 ZNF697 TSPAN7 PODN CREBRF KIAA1549L CDKL1 TFAP2B B3GNT9 SHB BCAP29 TMEM123 PURA MIR660_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR660_5P LIMCH1 MDM2 ELAPOR2 MYH15 PPP6R3 CDH13 HIPK1 TPD52L2 ARMCX3 NRCAM NBEA CENPM SPCS2 RHOH SIM1 TFCP2 RBBP6 FOLH1B OR12D3 RMDN1 CYP4V2 ARHGAP36 COG6 VPS13B LAMC2 NPAS3 LMNTD1 GPATCH2L LPCAT2 UGCG ZBTB34 UNC79 CDR2L KIF3A ZNF805 FUT10 MED8 SMOC1 CCDC126 TMED7-TICAM2 RRAGC STX16 LEPR WDR36 SLC10A7 ALPK1 CD8A PCDH9 LRIG2 NUFIP1 ZNF326 DCAF12 SLC46A3 CLEC3A SFXN2 NR3C1 VDAC1 MCPH1 IRS1 TMEM70 TRAF6 TMEM64 EPAS1 JPH1 AGPAT5 STMP1 ACTRT3 ANAPC5 DNAJC3 UPB1 KPNA4 KBTBD8 OBI1 MIR12127 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12127 CHCHD3 MIB1 A1CF GNB1 DTNA RANBP9 CRYZ PLAGL2 EIF4B FBXO28 RMDN3 UBE2E2 SH2D4B SLC41A3 BACH2 KANSL1 SELENOS MYORG DLD TNFSF10 CASKIN2 PREP FUT9 NCBP2 SLCO5A1 GOPC KLF7 DUSP28 UEVLD SLC11A2 DPY19L3 MMP1 PIAS3 LHX1 MAPK8IP3 ANXA7 TMPRSS11A RNF6 SAMD12 TMPO ARL8A ERVFRD-1 SATB2 TTC23L ANTXR1 SAXO1 MPEG1 SERPINB8 UBE2H CHMP5 NEB PJA2 ZNF420 FOXL1 ZNHIT6 MED13 MDGA1 IQCJ PURG AFTPH SEC63 ZNF789 CEP126 PRKCA UBE2D2 RND2 MAP4K1 SRPRA KIF5B EHMT1 ADAMTS3 HYDIN DNAJC25 ZNF649 UBR7 KAT6A FRA10AC1 ARL15 GRK2 MIR3132 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3132 BCL6 SMARCA2 LILRA1 MTUS2 PPP1R1B TMEM81 ETNK2 IL6ST ANAPC10 PHC3 KCNIP2 ARHGEF28 CHD9 ZNF287 SLC41A1 CD86 ZBTB22 NUP93 ICAM5 EPHA5 CNOT6 CDIPT LUC7L3 SLC26A7 TRMT10A APOOL ATRNL1 GPD1 FURIN MLX ZNF239 TMC1 CDKL4 PYGO2 CBX5 ULBP1 TEP1 TMEM144 ITPRID1 YAE1 SEC14L5 NDUFAF3 CEACAM1 ARL5A KIF3C PCLAF SLC23A2 RBMX SLC38A4 SPRED3 ZNF124 PFDN2 ZNF875 RSBN1 TBC1D7 OST4 COLEC12 PTAR1 RESF1 FHDC1 TGS1 AASS MSRB2 PHF20 BTG2 WDR48 BLID LRP3 SPPL2C MYO10 FAM78A MIR18A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR18A_3P TMEM178B SLC9A5 NUDT10 BTBD9 MTF1 ACVRL1 ZBBX FAM76A SLFN5 SCD CCDC136 DNAJC14 PDP1 SCML4 GIT2 UXS1 UBE2D4 PPFIA4 EFNA1 FNDC5 EMX1 TBC1D19 ELAPOR1 ZFHX3 CRELD1 GABARAPL1 NTRK2 BTN3A1 MSRB3 KDM2A GRAMD1B ADCY1 SPTB CYB561D1 KIF3B SEM1 TBC1D16 DENND1B MOB1B PSMD11 ADAMTS5 FOXP4 C3orf18 METTL21A ZC3H10 SNX8 RIMS2 NAA16 SOGA1 BRD8 USP44 CSNK1D LMX1A NCOA7 UBE2Z MAN2A2 ABCB11 MLLT6 KLF5 ATXN7 NECAB1 SLIT1 ZNF644 SNX20 TMEM170B ESR2 PHLDB2 POM121 MEF2C TEF THSD7B SERINC5 C11orf45 ZMPSTE24 RIMS4 ESR1 TIMP2 CSMD1 KCNAB2 MGAT5 SERF2 SAMD4B ZNF827 INO80E WDR48 GSK3A MIR4724_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4724_3P ARMC1 PAQR6 FAM200B USP44 CMBL QKI STAT1 MSL2 LMO7 DPM1 STAM CNTN5 WWC1 DHFR TGOLN2 SCN3A HACE1 CADM2 CACHD1 PAN2 VTI1B ADAM12 EPB41L4B HIF1A PHF14 C5orf34 ZNF322 GJA1 COX20 RBM27 BPTF COL6A6 KANK2 NR3C2 PRPF4B DDAH1 INTS6 SLC25A35 RBM4 UBE2E3 SMAP1 EIF3J CCDC68 SMNDC1 SDC2 PDE3A ANKRD34C MDGA2 TMEM65 TET2 MBNL2 PSIP1 PJA2 ONECUT2 SMAD2 KRAS HLTF DACT1 BAZ2B RAPH1 MSH2 DNHD1 SIAH1 ZNF276 RPS6KA3 STAG2 AAK1 STK38L APOLD1 ZNF124 AVPR1A MGST2 YES1 IPO9 NHP2 GRIK1 CHCHD7 ARID2 ZNF800 TECPR2 LPAR4 MIR5694 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5694 ZBTB44 BARX1 C12orf66 ZEB1 HIPK3 DIPK2A MYLIP UIMC1 RORA SWAP70 CNTNAP4 RAB5C PAK5 TMX3 APLP2 TAFA1 CTSO P4HA1 ABT1 ZFP36L1 PPARG NUP98 TRMT10A ZFP37 PPP4R4 SGIP1 RERE CEPT1 EIF4E DYRK3 PLCH1 TSPAN13 MLLT3 OSMR ZNF501 KIF26A C15orf48 RTN4RL1 FGA STK38L TWSG1 C11orf71 CCDC170 NRIP1 MTHFD2L NOS1AP ADORA2B MAPK6 B4GALT1 FCHSD2 PLSCR1 TENT5A PPFIA1 DPPA2 MIR6736_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6736_5P SUOX HSD17B4 CAMK2D ADH6 MFAP5 CMTR1 CRNKL1 ZCCHC17 QKI LIPA RPE SLC35E2A TNPO3 FLI1 FGFR1 GLYATL2 SALL3 NTS DHFR C6orf89 NRG3 EPM2A OSBPL1A GEMIN5 DUOX1 YIPF1 SLC66A1L PHLDB2 MPDU1 TBX5 ETFRF1 IQSEC2 HDGF TYRO3 OCM CD37 SPTBN1 KSR2 DOCK7 USP14 MSRB2 ZNHIT1 RAB27B PRPF38B BEST1 EXOC3L2 OCM2 MIR4764_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4764_5P IFT22 SIX4 FHOD3 SLC32A1 RANBP10 RNF24 SEMA6A CHD7 ENTPD7 PDK3 CD109 MIER1 KLF15 PAX9 MTF1 THAP9 C10orf105 SYNE2 SLC16A10 RAB7A MMADHC GGNBP2 ST6GAL2 CYP19A1 GTF2E1 UBR2 PHB PLAG1 POLR2M GFRA1 PRICKLE2 PPM1A CUL4B PIAS3 ZBTB7C CDH23 NME1 SLC6A5 CLASP1 TMEM125 ENTPD1 PRKAR1A LRRN1 NFATC3 RNF165 RFC3 C11orf1 ABHD13 GCOM1 CASK DIRAS3 OPRK1 GLRB TSTD2 RNF123 FNDC7 ZHX1 PATZ1 ZNF420 CDC16 EVI5 POMC BTD KPNA6 MRPL34 GAS1 GPLD1 CLNS1A ZHX3 TMEM86A TEAD1 BCAM C1orf116 ZNF695 ENDOD1 MIR6728_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6728_5P BCL6 ZCRB1 ADAM22 FAM89A AUTS2 DCAF8 STX12 NR3C1 ALOXE3 KDM4D NUTM1 RPS6KB1 DACT2 CSMD2 GALP RHOT1 DNAJC16 H2AZ2 EDNRB POLDIP3 FAM47E-STBD1 SPAG8 SHCBP1 ENO2 MAP3K8 RBL2 BSDC1 TTI2 ERC1 LIN54 BRWD1 RPL27A FAM171B ATN1 SP6 PAX3 GPR158 PHACTR2 RBMS3 SFRP5 DDAH1 CLCA4 PEX19 NLGN1 HPS3 SLC1A3 CALCOCO1 ADIRF GNA14 TPBGL R3HDM2 FLT3LG GBP3 CHPF RSPO3 CBLN2 KCTD4 ILDR2 CEP128 APLP1 ATP2B1 COL9A3 BCAN PPTC7 CDH24 SATL1 MMAB HAPLN1 FOXN1 ERI1 MIR4450 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4450 ACVR2A HNRNPUL1 NHSL2 RAX2 SYDE1 C12orf71 WDR73 SOGA1 ZNF74 NHSL1 KLHL28 CREB3L2 FHIT FAM13A GPX5 DISC1 ARID4A PLEKHB1 FLYWCH1 SLC25A23 NIPAL4 CACNA2D2 SINHCAF ADAM23 DDX58 SEMA5A DUSP3 CLIP3 SAMD4B ZNF229 CPPED1 SRP68 ELAVL3 SLC1A2 HLA-DOB MEX3D CDK9 CELF6 FKBP7 RPS6KA6 GOLT1A CTPS1 CIDEB CABP5 GALNT11 SCUBE2 SPTY2D1 CD37 ADGRG2 EN2 LRFN1 SLC39A13 NEMP2 ATP5MC3 HTR1B PIK3CA CTBP2 ADGRL2 B4GALT5 MAML1 MRPL22 BTRC ZNF81 SHC1 SIGLEC8 ST3GAL2 GIT1 KPNA5 HOXA3 WDR89 BCAM APPBP2 KCNJ8 GYPE MMRN2 MB21D2 MIR642B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR642B_5P CTNNB1 ABL2 ZNF544 RAP1B ALPL RFXANK GABPB2 ROBO1 KCNJ2 WDR45B SEC24D ORMDL3 AP1S2 TENT4B JAK2 SP100 ELK4 PHACTR3 LIN28B JAG1 DYNC2H1 BRINP3 TNS1 MTX3 PDZD8 ITPR1 PROSER1 PRDX6 ANKMY2 SLC35B3 LATS1 SLC30A9 DNAH9 RREB1 ARHGAP5 DYNLL1 RBM27 YTHDF3 PRKRA SLC12A5 LDHA PCTP DACH1 ARRDC3 ZMYND11 EIF1 NIN CALM2 GPATCH2L KDM3B GAN BBIP1 SIRT1 GRIA4 PRAMEF18 ASPH ATXN7L3 SERINC3 PTGER2 DMTF1 ZNF521 AAK1 FAM155A KLF3 AKAP1 PPM1K ADCY6 TRA2B NPTX1 MCEE AP3M1 KIF5C RHOBTB3 ZNF800 HAPLN1 MIR3912_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3912_5P TBC1D25 CAMTA1 TENT2 PIEZO1 SRP19 PTK2B NDUFS1 ERG TCEAL9 CERT1 TEX30 COG8 HPGD BACH2 LPAR6 TLL1 SLC35A3 ERO1B CCND2 UBA52 CTBS RNASE11 TMX3 P4HA1 BAG2 ATP7B TRIM33 PSD3 GHR SH3RF1 FURIN EML1 MAPK10 UGCG OTX2 LTBP1 SLCO4C1 CLDN1 COL25A1 KCNJ13 ASCC3 LRRN3 SPTY2D1 CA4 GFRA1 RAB4A PDLIM2 MRPS6 MFSD14B RNF2 GMEB1 TOX BAHCC1 GATA3 ZNF700 GPC4 ZFHX4 NAMPT NFIA RUNDC3A BMPR1A PDCD7 NUP205 GABRB3 UBE2N CXXC5 SLC6A19 ORC5 MRPL50 SRSF3 SUZ12 BMPR2 PITPNB SLC6A14 RALYL BTG2 MKX MARCKS PDE4D MEIS2 ELAVL2 ACTR1B STC2 RCOR1 CCNG2 MIR331_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR331_5P AFF4 RAI2 HDX CIART C1RL TNRC6C KPNA3 DMAC1 SPCS2 CCL21 TKTL2 NAIP INA CDH5 UBL3 LHFPL5 ZFHX3 RANBP3L DDTL MRPS33 TSPAN6 SNTN AQP4 ARHGAP44 FUT9 ZDHHC2 METTL14 CCSAP ZNF391 SLC9A6 ASGR1 DOCK5 RAP2C UTP14C DHX35 PFKP CREM MFSD1 SGPP1 TYW5 DAB2 FNDC3B IGF2BP3 CRBN ZNF655 SOX18 TMEM170B ZMYM5 TDG TRIB1 RNF217 RELN HAUS2 BRMS1L NAALADL2 MAP10 FAM160A1 CCDC73 C5orf63 ALAD SMIM8 PPP1R3B CPED1 AVIL RNASEH2B PDGFD TRAT1 RFX3 CKAP2L MAP3K20 POLR2K KLRG1 HOXC8 PDE1A MAP3K21 AIMP1 PPFIA1 TRAPPC8 MIR4708_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4708_5P BBS9 WIPF2 BCL2 CACNA1E CD300LF ACSF3 TCEAL9 TMEM178B PACRG ZNF746 MAGI3 COL5A3 SENP7 THRB PDIA6 CADM1 C6orf62 MAPK1 PLPPR1 ITM2B DLC1 TBC1D12 TBL1XR1 FRS2 PNKD PGK1 PIK3R4 MYO6 ABHD17B ALB CAPZA1 CACHD1 ANXA3 TCEAL8 FRMPD2 TRPS1 FBXO46 DERL2 AMIGO3 SMDT1 LRIT3 MSI2 EXOC2 MOGS MRTFB HECTD1 IGFBP5 ASH1L ABL2 CACNA2D3 CLEC16A C2orf88 TYSND1 MMP2 SUSD4 PSME4 FAM122B UACA RFLNB AHCYL1 AIG1 COL21A1 SPRED3 FTSJ1 FSCN1 NECAP1 SLC25A53 KIF3B SLC15A4 SCUBE3 FNDC5 CNTD1 WDFY3 INO80D ZKSCAN7 HK2 BPTF WDR48 TMEM67 KAT6A C3orf38 CDK17 GLI3 PHF6 OSER1 UHRF1BP1L STOX2 ADD2 SELL ITGB8 TET1 PURA MIR6810_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6810_3P SYBU ALKBH7 DIP2B MICOS10 PCBP4 ADGRG6 DNMT3B PLSCR3 ZNF268 FBXW11 TSLP KDM5B MIER3 GFOD1 C16orf70 FAM131B ZNF823 LOXL3 AVL9 SHROOM4 DST RABGEF1 WSB1 TMEM202 OTX2 TBC1D9B PTPN2 ZNF74 ASB1 ZNF652 SEMA7A PMEPA1 GPAT4 EPC2 CHST11 KMT2D CHD8 NACC1 NUP210L MDN1 RIMS3 ITGA3 RBFA FBRS BLZF1 ZBTB2 TBC1D16 NAGPA ARRDC5 BTG1 SNPH GAB2 DIS3L2 ZNF37A CDADC1 FAM78B OXER1 C2CD4C PXDC1 NRP2 ZNF442 SLC6A6 ICOSLG CLPP SLC9A1 KLF16 JADE2 SENP3 GRHL1 SNX8 GIGYF1 C19orf44 PTGFRN AKT3 MIR6734_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6734_5P CENPL MASP1 PAK3 ASCC2 FCRLA ENPP1 RGS20 LYPD6B SUMO1 RSPO2 KIF20B PAX9 PHF24 ABCC5 PPIB CPSF4 STIM1 RAP1A ICAM5 PNKD COL1A1 AKTIP ACOT2 PDE7A NLRP4 TPST2 BMF CLIP3 EIF5A DPH6 SAMD4B MKNK1 EP300 RGMA PCDH17 RNF165 CIDEB DISC1 AHNAK C17orf78 GAGE1 SHANK1 SNRNP27 FMR1NB RBFA ASTN1 SEPTIN6 SYPL2 CASP2 SON ARHGEF2 NTRK2 JTB FKTN FUBP3 TAF5L HSPA1L CCDC85A PDCD1LG2 TBX6 RASAL2 MSTN CELSR2 IPO9 USP15 PLEKHG3 KAAG1 S100A10 BCAM SYP ALKAL2 TRAPPC8 MIR376A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR376A_5P MGST1 CD99 GPATCH2L SLC39A1 IGFL4 SEC23B APOF MELK CAVIN2 P2RY10 IL7 UBAP1 CRISPLD1 N4BP2L1 PIK3C2A TAFA1 STAU2 CENPU FUT9 PLAG1 CYP39A1 ATP7B CAMSAP2 ST3GAL6 ARHGAP5 ERP29 RBFOX1 CA8 ADAP2 RSPRY1 PTHLH MDH1 JUNB TMTC3 PIP4K2A SACS PITRM1 MUS81 MYH9 ERLIN2 EMB MMS19 EPHA7 VPS13D SLC35F5 KIAA1549 KRT222 RGS7BP F13B GPR182 PRKCA SLC17A6 ITK ZNF160 ADAMTS5 GABRR2 WDR26 KIF5C ZC3H12C FH MIR193A_3P_MIR193B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR193A_3P_MIR193B_3P DMXL2 OSMR ABI2 KCNJ2 FLI1 NF2 RBMXL1 IL17RD CARF LYRM2 EPHA5 AP2M1 PLAG1 ST6GALNAC5 CNOT6 UPRT ADARB1 P2RX5 YWHAZ LAMC2 MAPK10 ADGRE5 RGMA ATF7IP2 GPR20 SLC16A6 PIGA HEG1 DNAAF4 ABCB8 IGFBP5 CLTC TSC1 NT5E CBX7 ARHGEF12 TAPT1 LAMC1 RUNX1T1 SLC10A6 VN1R1 TGFBR3 AJUBA CCND1 PLCH1 ZNF618 HNRNPUL2 SIAH1 RRAS2 AIMP2 MARF1 AAK1 TIMM8B FHDC1 NAV3 INO80D ERBB4 WDR82 CCDC28A SRSF2 SOS2 KRAS KIT CYREN MSANTD2 USP53 EARS2 DCAF7 CREBRF HOXD13 PLAU FAT4 ZMAT3 TAOK1 ETS1 CADM1 CLOCK ETV1 AREL1 PLXNC1 LRP4 UBP1 ZBTB25 RAPGEF6 MIR10395_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10395_5P ZNF280D SH3GLB1 GSG1L SAR1B LARS1 LIPI TATDN1 XRN1 KALRN RHOT1 SLC24A2 IFNA2 BECN1 SPAM1 PAM PDZD8 HARBI1 FAM71C STAG2 SLC10A2 MRPL11 SET SCYL2 PPP4R4 ANKEF1 FOXQ1 IGF2 CSPP1 MBTPS1 GAPDH PRKRA TRDN CEP120 IGF2BP2 ARHGAP20 TMTC3 DCLK1 INTS6 C12orf56 ERG28 NT5E ERICH3 SUCNR1 PCDH9 MAN1C1 ANTXR1 ZNF860 PLPP5 WNK2 LSAMP MRPS24 GNA13 URGCP-MRPS24 SPA17 MPP3 MED14OS ZNF813 VSTM4 CRACD LGALS8 TMEM236 USP9X GNB5 SPICE1 SMURF1 ADIPOQ VWC2 KAT6A HECW2 NFATC3 TNRC6A WASL GLIPR1L2 FAM217A MIR4327 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4327 PCDHA2 TCF12 PCSK5 OTUD1 SIMC1 ZNF770 KCNJ2 HPGD ROBO2 CMSS1 VANGL1 CCL20 ARHGAP25 GRIP1 IGF1R PCDHA13 CCNY ATAD2 ABCC4 TSHZ1 ZNF20 GPR63 GABRA1 GRIA4 PCDHA12 TM4SF19 SCN2A SOX2 CLEC4D GABPA PCDHAC2 FOSL2 DDAH1 RNF165 PCDHA11 PUM1 MAP3K1 WDR47 ABHD13 FAM214A HOXA3 PCDHA7 PCDHAC1 PCDHA10 ENOX2 SLC20A1 CNKSR2 MEF2A GPC5 ERLIN2 KMT2E FBXO30 PCDHA6 PLXNA2 CPSF6 PCDHA1 DCAF6 SLF2 PCDHA5 YBX1 CALCR NAA30 STAG2 ORAI3 CHRNE USP31 TNFRSF10D MAPK6 SLC17A6 SLC37A3 RAB44 DIAPH2 KLF7 TUB RFX3 KIAA1522 GATAD2A PCDHA4 KLF9 DOCK8-AS1 CETN2 GGA3 PCDHA3 SPIN1 ZC3H12C CABYR MIR6072 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6072 SNX20 CCAR1 SIX1 SPRY2 HNRNPDL SEPTIN4 CNR2 SLFN13 MSL2 BECN1 MON1B RIC3 KCTD3 P4HA1 SLC25A25 AMOT ADAM23 PIK3R3 TMEM221 DCX NOTCH2NLA PCYT1A PRR5L HM13 DPY19L3 ATRNL1 GFI1 PEX11G ANGPT2 RABEP1 SMARCAD1 CLIP4 CUL5 POLE4 PPT1 C1orf21 CERS6 RNMT SPATA6L NUDT13 CAMKV NPTN AGBL4 TTL IFIT5 RAB3B PTPRT ABCC3 KCTD20 FAM168A MICU1 DENND4A RUNDC3B HSDL2 ONECUT2 TINF2 RRP15 RSPH4A STK3 ARHGEF33 HIF1AN NETO1 VDAC2 CEP41 SYT1 FLT1 ALG6 KPNA5 VWC2 RNF168 SMIM13 PRKCI OLIG2 CREB1 APPBP2 LEMD3 ZNRF3 MIR4439 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4439 TENT2 CCAR1 ADGRE3 TSHZ2 COL17A1 CEP57 PCCA ABI1 PPFIA2 A4GNT CD83 BASP1 GKAP1 BRINP3 P4HA1 HAUS6 FUT9 KLHL14 SAYSD1 COL8A1 PTGDR NR3C1 MBNL1 FAM126B CRLF3 KLHL5 COA7 TGFA AHR SAMD12 KIAA0825 DAB2 NADSYN1 MAPK10 GTF2A1 ZSCAN1 CLDND1 CIAO2A DCUN1D3 RIC1 NLN SHOC2 C2CD4A LAPTM5 RFXAP GAN DTNA TMEM65 RNF138 DCLK1 PM20D1 THSD7A HNRNPC HSF5 AMER2 CLK4 ZNF875 SERP1 SRGAP2C UTP25 IFT43 PGM2L1 SHE ICOS OSGEPL1 FOXC1 UBE2J1 THBS2 WDR89 LRP2BP XPNPEP3 PRXL2C ENDOD1 MIR1910_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1910_5P SOX6 CALU MBTPS2 HIPK3 HOMER1 ATG10 WT1 LRRC6 MFAP3L PSD3 WDR17 SLC15A2 KCNE1 WTAP BTBD7 TRAK1 ZFP36L1 PTPRK MATN1 GOPC BSDC1 VWA3B FCF1 FGG TLCD3A C6orf120 NEU1 AGO2 SMIM7 TEK DYNLL1 ZNF426 SPRY3 ASTE1 RGS10 LHX8 WDR36 ATG7 KCNJ13 ALOX12 SERPINB8 DEDD2 TPT1 MEOX1 SMG7 LCP2 B4GALT2 ZFHX4 BIVM GLDC SPG21 EMX2 SEC62 CELSR3 MAPKAPK5 JADE1 KLF2 PDE3B NAA30 KMT2A RMND5A RAB22A BAAT GTPBP1 DENND1B ZCCHC10 ZXDC SRPX2 GALNT7 SOS1 SCN2B PPTC7 RDH10 KCNA6 ATRN OTUD7B DLX4 ZNF462 MGARP C1QL1 MBTD1 MIR4463 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4463 CNOT2 LPGAT1 LOXL2 RAD51B ASAP2 MCCC2 FGF5 IREB2 RBFOX3 KLF12 DCDC2 RIPK4 KLRD1 ARRB1 PRMT2 PARP15 BRINP3 G3BP2 PALM2AKAP2 OPHN1 SURF4 GOPC NRG3 TRIM33 CDC6 HIF1A EBPL MRPL35 AGO2 CRK PPP1R10 KCNV1 MAN1A2 GDPD2 KATNAL1 SELENON PDGFRL CTSV XKR9 SHISA9 CLDN1 CD8A TRIM4 ABCC9 KRR1 PDE8B SPC25 PDHA1 TMEM203 EXOC6 GAN EMB LPP ADNP TCAF2 ZNF326 BNC1 SLC8A1 PITPNA ZSCAN21 ZNF785 ZNF207 ZNF264 CCDC97 GLIPR1L2 EAF1 FAM155A VAMP1 USP31 DDX55 GLYAT SLC9A4 LRRC59 IGSF21 RPA1 ADIPOQ AMOT ADSS2 ZNF124 RPIA CCDC86 GABRB1 MMRN2 OAS2 MIR376A_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR376A_2_5P RCHY1 HOXA13 FAM98A PCDH11X RGS5 TTK CAPZB MCTP1 PDLIM5 TMED7 COX20 ACVR1 SAMD5 PCDH11Y HTR2C JAG1 DOCK5 SLC35A3 PSIP1 SMAD5 MATR3 SERINC1 VEPH1 SLC6A15 IPMK TMSB4Y LEMD3 CADPS2 NUTF2 RAG2 HOXA9 ACER3 TRMT11 ANGPTL5 CYP11B1 NKAIN2 OPCML MTUS1 PHYHIPL WASHC4 CGRRF1 GALNT11 FMNL2 CIAO2A C1GALT1 P2RY14 DYNC1I1 ADGRF1 FAM168A PCSK6 CXCL8 NAALADL2 EPHA7 PDE6A DIAPH1 ADAMTS8 DENND1B RANBP6 SDE2 NEGR1 PDS5B SP4 BMP6 LYRM7 TSHR CASK MIR7847_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7847_3P PXK SLC25A21 AP1S1 KCMF1 NKAIN1 PDE6D RANBP10 ZNF529 LYPD1 KPNA3 CLSTN2 PRKAR2A ZKSCAN3 CREB3L2 EXPH5 RPRD1A LYRM1 ADAMTS9 SYK GFPT1 GRID2 KIF1A MAPKBP1 PEA15 LHPP LDB1 STAG2 PRICKLE2 KLF8 SEZ6 AXIN2 FMOD GLRX ATP1B4 GAS7 CALN1 CLIC1 DENND1A SLC35C1 ELK1 ENPP6 SLC39A8 MYO16 GSPT1 SH3BGRL2 RAB1A SLC22A23 RHOBTB1 CHMP1B ATG7 SNN NECAB2 LAMC1 PDAP1 PSKH1 DZIP1L BMP3 MLLT10 GAREM2 NLK CYP3A4 PHF21A NRP2 PDK2 ZNF221 MYEF2 ASB12 ZNF784 SYP PIGK PDGFB TBKBP1 MIR3664_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3664_5P HLF SLC30A1 CAMTA1 CAMTA2 CDC27 CA2 MEI4 DPP10 TMEM185A DNAJC16 TJP3 BMPER PIK3R1 WWTR1 MTDH ITGB6 DYNC2H1 BCOR ORC4 SLC35B4 CRISPLD1 C3orf56 CCDC152 CYP39A1 C2orf49 SLC4A4 CCSER1 SETBP1 ZNF532 CEP120 SAMD12 CC2D1B RIPOR1 NCOA3 HPS5 ZNF655 PTPN11 HSD17B6 PRTG RASGRF1 VPS13A CNOT6L ANKRD49 ZNF572 ZMYM5 DNAJA2 KLHL36 COL6A1 ATP1B3 CALCR SGCB SLC30A4 CD1E SLC45A3 LRRTM3 RAB3GAP2 ADGRL2 GABARAPL2 PGS1 PTPRJ CYP27C1 ITK CFHR5 SLC22A3 EFCAB5 C18orf25 ACVR2B LIX1 SCAI PPFIA1 KIF13A USP12 KCND2 RHAG MIR6855_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6855_5P KPNA1 POC1B LTN1 HINFP GPSM1 ETV1 SUMO3 USP44 AHI1 ZNF345 MEF2D CACNB4 DPP8 SEMA6D FRS2 ARHGAP12 NBN GUCD1 CC2D1A SPACA9 CLIP3 IGLL5 UNC119 SHROOM4 ZNF470 GRIK5 FBXL20 SEC14L2 NT5C2 IMPG1 HRH1 RORC CASP3 PIGA CAMTA1 PATZ1 DLGAP4 DDIT4L EPHA3 TCF21 LSM2 FAM122C CLTA RIMS2 HELZ MEOX1 DCP1B PCSK6 PJA2 PPP6C CCDC82 SLC38A4 FXN RASAL2 PPP1R3A PPM1H CCDC173 PPP1R9B COL27A1 TCAF1 RABL3 SHTN1 BCAM GUCA1B BRI3BP SRPK1 C5orf22 MIR4639_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4639_3P MTURN ARHGEF7 STEAP3 MAP1B LGR5 NLGN4X KBTBD2 TSC22D1 ZNF287 WDR33 NXF1 TMED7 KCNMA1 DCUN1D1 CTNNA3 TDRD10 SPATA5 SLC24A2 SGSH ENC1 DGKE VEPH1 MAP7 RBBP4 ZNF484 LYSMD4 VHL YPEL2 CAPZA1 DPH6 SPN DLG4 PTGER3 AGO2 KCNK1 SLC6A5 LINC02694 EMX2 MLLT6 MASP2 NSL1 TLNRD1 TMTC3 TXNDC16 PPM1L PSAT1 ZCCHC17 FMN1 NRG1 CABCOCO1 BHLHE22 ZCCHC10 VDR ZNF354B SH3BP2 TSPAN5 NUS1 TIA1 NIFK CUX1 CNEP1R1 USP37 MCMDC2 RABIF ZNRF3 BNC2 ZNF597 CCN2 C6orf47 RSAD1 CDS1 ALG1 MIR8069 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8069 MTMR12 RNF11 SSR3 JMJD1C TENT5D NUDT19 CEP57 ABI1 BRDT PDE11A AKAP11 JARID2 CSTA PAIP2 PPP2R5E STX16 GLCE NCAM1 SUPT3H HSPD1 TRDN KAT6B GRIA4 TBX21 ANO2 PTPRC SOD2 SNX2 SVIP DOK6 INTS6 BAZ2A RPTN MYOCD RMDN1 SLC45A2 SOSTDC1 TRIM23 TKTL1 ZNF180 GRIK4 SLC8A1 HSF2BP DNHD1 GATM PATE4 C17orf97 ZNF302 PPP1CB PDE7B WDR82 STXBP6 PRPF38B LRP2BP CLUH ZNF22 PHF6 SCLT1 TPX2 SELENOK KDM5C RND1 ZNF800 MIR550A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR550A_3P SMARCD2 TPRG1L TDP1 HIVEP1 MAP1B THBD ZSCAN18 CAVIN2 PLEKHF2 SYNCRIP IL7 DCDC2 VASN CASQ2 PTBP3 HTR2C INA CPEB2 MYH10 PTGIS SMAD5 RAP1A GNAI3 SLC16A7 VTI1A FAM71D ARID4B HEPHL1 DTNA CMAS IRAK1BP1 C19orf44 CMIP MYT1L SLC25A13 PCDH17 ZNF14 MSRB3 PHACTR2 POTEM COL11A1 TTLL7 ZNF763 POTEF ZDHHC15 GNAO1 PCDH8 C1orf94 UTP15 ATP1A2 SYT4 CPXCR1 ZBTB8A PLXDC2 PITPNC1 CNIH1 PAK3 CD47 MEAF6 SEMA4F HOXA4 IRS1 MBLAC2 SERINC5 CCNT1 GNG13 HS3ST3B1 MAPK6 HECA JMY PSMD14 MTM1 PGPEP1L CAPRIN1 ZNF792 MLANA SLC16A14 EML1 MIR4772_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4772_5P IQSEC2 WIPF2 VCP OGFOD1 GPX8 RCAN2 SLITRK4 PHACTR3 AFAP1L1 FUS LRBA AKAP12 KBTBD4 CALD1 ZMAT4 PRUNE1 ABT1 ZNF316 SV2B APP EDARADD F8 FOS ASB3 CELF3 ENDOV SLC39A3 KDELR3 GTDC1 WAC NCKAP1 HSPA13 YLPM1 STK40 ANTXR1 ANKRD34C GAS2L3 ITGA9 DUS4L TTC1 CNOT4 FREM1 DBR1 IDO2 RBM20 OR11A1 HNRNPH1 ZNF780A SLC37A3 KLHDC10 MAL2 TMEM99 RPL31 MIR744_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR744_3P PHETA1 CRB1 MEF2C FAM177B IL6ST NDUFA5 URI1 RBM39 PPP2R1B MARCHF7 APBB2 TMED7 BAIAP2 PTPN5 CD302 IRF5 SEMA6D PREP TRERF1 ABCC4 TMEM140 NR3C1 FMR1 BEND4 NDST3 ABCA1 CSRNP3 METAP2 LY75-CD302 EDN3 RPL7L1 PHF2 NECTIN3 NFE2 ZNF594 SH3BGRL3 SSR1 PFN2 IGFBP5 RAD23B ANAPC16 RMDN1 GPR85 GALNT6 BOC RBM11 SENP1 CYB5R4 KIAA2026 USP30 AZIN1 EPS15 DIP2C FZD5 FABP7 MID1 FAM47B NUFIP2 FAM47A STK39 MTMR9 ZNF800 CABYR MIR8077 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8077 CLPTM1 ZNF85 LGR6 TARDBP FGF14 CHRD CHD9 P2RX1 VASH2 UGT2B4 TOP2A UBL3 ST3GAL1 ZC3H12B UHRF1 HSPB7 RNGTT PGK1 DSTYK TRIM33 DHX40 ZNF248 TMEM47 CREB3L1 CYP2U1 GPR89A CDH2 GNAT1 SFXN5 GRSF1 MEIS2 BTRC NAALAD2 NUDT13 EPYC GTF2I FEZ2 EVPLL C1QTNF3 SH3BGRL2 SLC10A7 AFF3 GPR89B HMMR ATPAF1 KDM7A RNF38 PAK3 ZNF407 GCG ALDH3A1 ATP6V1C1 GSTM2 KIF3B CHRM1 FXYD6 USP3 COL19A1 RNF180 ARF4 KIAA1549L RAB6B EFCAB5 FUT4 ARX XKR6 ST7 GLIPR1L2 MIR6894_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6894_3P BTBD3 CPEB1 CEP85L ZNF74 NEDD4L IL1RAP LPGAT1 OS9 KCNJ2 RAPGEF1 CGGBP1 COX11 DPP8 STAT5A NR4A2 HM13 SLITRK6 KCNE1 CRKL GATD3A CD177 ARMCX6 SALL3 ZNF608 AGGF1 LINGO2 EPHA10 NBPF14 NBPF11 ANGPT2 ERRFI1 FOXQ1 RNF111 ELAVL2 CADPS2 OSBPL7 SHC3 C8orf86 TOP3A SHROOM2 BCL6 SZRD1 NBPF3 C10orf55 SNN ADAM10 GCSAM KPRP FGFR2 NBPF8 NBPF20 PTPRG PIK3CA ATP10A NBPF15 C1orf216 DTWD1 PLPPR5 ABRACL SLC6A11 EXD3 ETV5 PLN NAA25 ZNF609 SLC4A8 HGH1 ZSWIM1 NBPF12 CNST GPM6A CPEB2 CASP10 MIR1224_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1224_5P OGFOD1 RANBP10 MADD CXCL6 TMEM175 MDH1B NIPA2 RPE FAM160B1 XRCC5 ZDHHC15 ZADH2 TNS1 HBP1 FAM205C NEBL ARHGEF19 PRRX1 FMNL3 TMEM221 ZNF418 KRIT1 PCMT1 MSI2 UBAP2L ZNF664 CEP120 ZNF676 GTDC1 ZNF716 FCRL5 FNDC3B ZNF257 PRSS16 BCAT1 KITLG HNRNPU ANTXR1 CCDC186 FAM78B TSPAN5 ANKIB1 SEPTIN11 GALNT2 LBP C12orf40 ZNF99 CPA6 ZNF384 CNGB3 PFKFB2 TROAP MS4A6E GABARAPL2 PPP1R9B KLHL4 S100A12 KIAA1549L SV2A KRT73 COQ4 ZDHHC6 ZNF208 MIR188_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR188_5P TAPBP BPGM SLC43A3 MEF2C SRSF7 ZNF281 OTUD1 ILRUN NBEA BCL9 GPN1 CAVIN2 NIPBL FBXW7 HNRNPR XRCC5 KAT7 SFXN1 FGD5 SEMA4B CYBRD1 JARID2 FAM200A TMEM128 CEP97 AP1S3 ZNF611 B3GALT2 MARS2 DLG5 PHF3 ENDOV C15orf39 WASHC4 TOMM70 PHACTR2 ATXN7 CHST9 ZNF843 SPRED1 PCDH9 ZC4H2 ACVR2A AKT1S1 AFG1L TNFSF4 FOXN2 STX6 PTEN MAFB CD2AP CCNT2 SLC12A2 EXOSC9 GPC6 PPP3R1 FGFR2 COG5 GET4 FNIP1 FUBP3 RSPO3 SUZ12 CPNE8 STX18 ZFP91 LRRC1 GPATCH2L SLC22A3 TTC31 ASXL3 ZC3H12C MIR12115 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12115 ZNF148 ZEB1 PCM1 PRKAR2A TLCD5 FRMD4B LAMA3 PPP2R2A ANKRD40 LHX6 STRN4 XPR1 FAM47E-STBD1 ATP6V1F IKZF5 NKD1 PLAUR NOX4 SULT1E1 MFSD4A ZNHIT3 DCAF12L1 FAM210B ZFP14 ADORA3 AHCYL2 GRIK5 RETREG3 PRSS16 CFLAR CDH12 COL25A1 KCNJ13 F2RL2 CDH7 UBE3C MMP2 LSAMP CHMP5 PPP3R1 TPBG TMPRSS5 POU2F3 HSF4 BEST3 GBX2 MLLT10 RSF1 CLEC4G CRACDL PIPOX RIOX2 SUGP2 SLC8A2 HIF1AN SPATA2 GTF3C3 MIER1 EFEMP1 MORC1 IFI30 ZNF10 ANKRD34A SOS1 CCBE1 FZD10 CDSN SOX8 SHISA7 CEP170 CIR1 MIR4777_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4777_3P CREB5 NHSL2 RCHY1 ARNTL2 OGFOD1 ZNF845 KLHL13 MED20 DGKH KMT5B METTL4 BTBD8 AGXT2 ORC4 PSMB11 SPCS3 RNF139 SLC38A2 TNPO1 MTRF1L MRPL48 CENPK LRRCC1 ZNF701 NANOG ATP2C1 CAPS2 DCLRE1B CDK14 GFM2 ZNF451 ZNF699 RPGR PTN PLAA ZNF830 GCA ARMC8 DLGAP4 RBM47 PMP2 DTD1 SRSF2 MARK1 SPRTN CLDN12 ANKS1A SNX30 ALDH6A1 WDR7 PKN2 PIP4P2 C4orf51 FAT3 ZNF813 SRSF12 HOMEZ WDHD1 RPS3 WDR93 OTUD4 EYA1 MACC1 SOX8 TRIM49C TRIM49 QSER1 SERPINB9 TRAF3IP3 LRP6 MIR3187_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3187_3P PPP6R3 ATP11C MARCHF6 SLC30A7 PIP5K1C MSANTD4 GRIN2A APBB2 SPATA5 EDNRB ZBTB20 DDB2 CCN4 TMEM230 CRIPT MAP4K3 AFF1 ERP27 CSDE1 CPD DCX RIMKLB COL16A1 GLCCI1 C18orf54 LRRC2 SCN2A ZNF197 ANAPC4 MEX3C RHBDF1 OGG1 U2AF2 NKX2-2 PCDH11X HHEX NANP MARCKSL1 ANKRD54 SLC2A2 AHNAK DSTN MPHOSPH9 CNOT6L B3GNT2 CNOT1 TUT7 JAM3 DENND4A NECTIN1 GPATCH2L GANC C11orf95 CPSF6 SATB1 PGRMC2 PLEKHA4 SELENOH RPS6KA3 DENR PLK2 WDFY3 PCDH10 DGKK CLN5 FBN2 SDC3 DDX3Y ATOH8 CAMK1D FGF1 IBTK MDC1 RAPGEF5 SERPINB9 RANBP10 LCE1B LRP6 MIR1270 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1270 POLR1G NDUFAF5 UNC45B LYSMD1 POLR3C ANKRD44 APAF1 PRSS37 ZDHHC15 HAS1 ZIC5 C15orf40 SLC24A2 CEP164 UBASH3B N4BP2L1 RFC5 DGKE EDIL3 IRF2BP2 LAMB4 HEXA DNAAF3 STOML3 COPS4 CBLIF PDE1C WBP2NL SET CD276 BORCS7 EPPIN KRTAP4-11 ATXN7L1 TESC GTDC1 SDC4 SLITRK2 ZCCHC14 CAMK4 BACE1 GSPT1 SH3BGRL2 XKR9 HNRNPU C1orf174 MKX ASPH TXNRD2 SGMS1 CHSY1 UNC5D CCNT2 PRR23C CD209 ATP10D PIK3CA POU2F3 SLC25A37 IQCJ SMCO4 CATSPERE SENP5 HLA-DQA1 POLI DCPS KLHDC3 TCF20 ENTPD3 EPB41L4B AFP SPTBN1 OLA1 GLI2 MAN1A1 TMEM242 CNTN3 B9D1 CIR1 MIR6866_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6866_3P TAPBP BPGM SLC43A3 MEF2C SRSF7 ZNF281 OTUD1 ILRUN NBEA BCL9 GPN1 CAVIN2 NIPBL FBXW7 HNRNPR XRCC5 KAT7 SFXN1 CRKL FGD5 SEMA4B CYBRD1 JARID2 FAM200A TMEM128 CEP97 AP1S3 ZNF611 B3GALT2 MARS2 DLG5 PHF3 ENDOV C15orf39 WASHC4 TOMM70 PHACTR2 ATXN7 CHST9 ZNF843 SPRED1 PCDH9 ZC4H2 ACVR2A AKT1S1 AFG1L FOXN2 STX6 MAFB CD2AP CCNT2 SLC12A2 EXOSC9 GPC6 PPP3R1 FGFR2 COG5 GET4 FNIP1 FUBP3 RSPO3 SUZ12 CPNE8 STX18 ZFP91 PTEN LRRC1 GPATCH2L SLC22A3 SOS1 TTC31 ASXL3 ZC3H12C MIR6895_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6895_3P PRDM16 CHCHD3 KCNIP1 A1CF SERTAD1 ARCN1 EPB41L1 LRRC39 CPLX2 PPIG TCAIM DDR2 NTM FUT8 DRAM2 SMYD4 PALM2AKAP2 CTSO TIMM17A MED23 KLHL14 TIMP3 TRIM37 PPP2CA TTC39B ACER2 F7 C2orf49 AXIN2 SLC38A1 OSBPL11 ASIC1 COL22A1 ZNF676 TMPRSS11A NUAK1 MPZL3 MXI1 CHST9 MBD1 DOK6 SH2D1A AMMECR1 SON HLA-G CASK BAMBI CHMP7 ECM2 MCC FGF20 HLA-A SH3PXD2A CUTC LPP ASXL2 TMEM248 RAB8B HRH3 CHTOP RANBP17 SLC7A7 INO80 AFTPH FAM102B DENND6A SBF2 NYAP2 ABO ZNF625 ERG SUGP2 TRIP13 ADAMTS3 NHLH2 SORBS1 XPNPEP3 CACNG8 SLC4A1AP SPINK13 MOXD1 ZNF638 DNAJC3 MLANA OSTF1 STON2 DLG2 ZNF208 ZNF343 PURA MIR3134 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3134 CD1E TMEM265 FUS RAB5IF CT62 TGIF2-RAB5IF SPATA6 C5AR2 IFNA2 ZNF227 CASP10 CNTN5 EMCN SV2B FAM71C DCX RHBDD1 ABHD17C SH3TC2 ADGRL3 SEMA4D ALG10 HSPB8 ZNF664 ANGPTL1 EOGT NCOA2 IGF2 PLBD2 DCLK1 INTS6 NT5E MCTS1 ANTXR1 SPHKAP NUDCD1 ITGA1 NAA50 TRIP11 TOB1 DIS3 THAP6 DLX2 FAM169B MID2 SPA17 KRT4 PDE6A PLEKHG2 UTP25 CNTD1 ARHGAP11A MYLK4 ST8SIA2 PRAMEF1 RPS6KL1 SKP1 OLA1 TMEM132C PCBP2 AMMECR1 BTNL9 DENND11 HECW2 TRIM49C KIF5C KPNA4 NRXN1 TRIM49 DPH3P1 FAM217A MYCT1 MIR4690_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4690_5P CLIC5 HIPK1 AMOTL2 RPGRIP1L SOHLH1 ADAM19 EIF4B GALNT18 FGF14 UBE4B HPSE2 CD59 SMYD5 PAN3 UBE2H LAMTOR3 STAU2 GSKIP UBXN2B INPP4A NTRK3 SETBP1 PARP8 IRX4 RASA2 CD8B CDK16 PHF3 CDR2L PTPRC ROCK2 HOXC5 ACTR3 NEO1 PATL1 TCEAL1 CENPB PPP2CB AKAP13 DDX3Y ATP2B4 ARVCF RPE65 MAFB PRDM11 SEC24C ZFAND3 ZNF704 JRK LAMTOR1 ATRX TMEM248 KCNK9 PDGFA ATP2B2 C1orf189 POLI DAGLA TPM3 ERF C17orf100 BPTF CSNK1A1 TBC1D4 CYRIA CCN2 DIAPH1 CENPQ CADM1 TLE3 CACNB1 SCN7A SHISA6 SATB2 SYT1 MIR432_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR432_3P ESR1 CEP85 DRP2 GSG1L MBNL3 LARS1 ZDHHC18 PDK3 FSHB ACTBL2 SNX3 MTDH BEAN1 UBR1 ASZ1 TM9SF3 PXN CDH6 VWA8 YPEL2 SP1 CAPZA1 RSPO1 HECW1 SHISA5 PCGF3 PEG3 SH3TC2 LAMC2 OSBPL3 CNDP1 DYNLL1 GPM6A YPEL5 SYT2 ADAM12 KRTDAP PLBD2 GTF2I SYTL5 C1orf158 LYST C1orf43 XKR4 ZBTB20 NPAT HTR4 RBFA STK32C SFR1 ATL2 RNF217 FAM169B SH3KBP1 HOXD10 PCLO RNF157 HLA-DMB ILDR2 ERBB4 BMP7 GABRR2 SMURF1 GSE1 HECW2 MIR1255A_MIR1255B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1255A_MIR1255B_5P CAMK2G DIP2B CAMTA1 GSG1L MBNL3 MORF4L1 DDN EPB41L1 AKIRIN1 PPP2R1B DHRS7B IREB2 BACH2 SUPT7L UBE2H HNMT PDE6B GNAL PRDM10 SETBP1 INSR YWHAZ SH3TC2 EPHA4 GPRC5A NMNAT2 ERLEC1 NEK11 FAM102A PHYKPL CXCL12 TBC1D5 ACSM6 STRBP TAF12 MAP3K9 NEU3 FAM168A MFSD14B JMJD8 STMN3 ZNF420 FAM169B SLC18A2 TRIM34 TRIM6-TRIM34 C1orf185 CLEC4G SCG3 SEC63 CTNND2 FNDC5 MORN3 WDFY3 DTX4 AVIL RUNX1 PUS7L TCHHL1 OSMR ADAMTS3 GLYAT SDHAF3 TCF24 YTHDF1 PANK3 ZDHHC22 SERPINA11 OAS2 MIR4704_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4704_5P TMEM170A TCF7 MAX SLC38A2 ACSS3 SLAMF7 WASF1 HNRNPDL KDM3A NCAM1 MIA3 BACH2 RCOR3 PPFIA2 ZBTB20 NKAPD1 NOL4 MKRN2 ESCO2 GFOD1 FAM160B1 LATS1 FAM122C SHOX2 AIDA NKAIN2 SUB1 ELAVL1 XBP1 CA8 UBE2K FAF2 DENND1B PUM1 ASPH RBM15B RAD23B RAD21 PLCXD3 CCDC68 ATP1B1 SMAP1 RP2 VEZF1 TSC22D2 ZNF253 WDFY3 CAMK2D ZNF77 MAPK6 STRN NOVA1 ZNF827 MFHAS1 KHDRBS3 TMEM245 PHLPP2 CCNG2 HMGA2 MIR6804_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6804_3P PUS7 PPP4R1 PCSK5 RRAS2 NBEA KBTBD2 SPAG11B PHACTR3 ERO1B RNF128 MKRN1 C9orf72 MATR3 DNAH17 MKRN2 SORCS1 MAP4K4 CIPC WAPL SEPTIN9 PSMF1 CCDC121 CHL1 MARS2 CNKSR2 SLC25A26 ACBD3 MICAL2 YWHAZ CRLS1 SOCS2 EDEM3 PPP2R2C C12orf4 DRD1 MXI1 PLS3 SAMD12 MAPK14 EDEM1 NTNG1 EPHA8 SLC36A1 SLC25A36 IPO8 SOX12 PRKCE REV3L CAMK4 CHST5 PDE8A CCP110 PHOX2B TSHZ3 FNDC3B ZNF704 ELFN2 YWHAG ATL1 NNAT APBA1 NAALADL2 CCDC3 LBP ATXN1L DNMT3A SEPTIN3 ADCY5 SNAI2 LDHAL6A NR6A1 KLHL18 TENM2 GRIK4 SNTB2 ADNP2 CNTN1 PLPPR4 IGSF3 PTPN4 SDE2 MOB1B GPR173 NCOA1 MBD2 KCNK10 PTPN12 DAAM1 LRFN4 CACNA2D2 BRINP1 ETS1 BCORL1 CHST6 TXLNA PPP3CC MIR8081 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8081 PIAS2 ETV1 RNF24 LYSMD1 MCM8 CERT1 SAMD9L NCBP1 RPE LRRC18 CLIC6 DEUP1 SLC24A2 SLC25A31 ZNF567 ARHGAP12 LINC02873 TBPL1 ZNF230 RIOX2 HDAC9 ROM1 PMAIP1 RGMB DCK FRMD5 NCOA2 RER1 ZC3H7A IRF6 ZSWIM6 SRRM4 CAV2 EBAG9 DOCK7 KCNB1 GOLGA7 SDC2 MAP2K4 MDGA2 RAP2A SLC31A2 SLC9A2 CSTF2 AGAP1 PAX8 HYKK WDR33 SLC10A1 NIPSNAP3B SLF1 BTG2 TMEM209 FZD4 GLUD1 SH3KBP1 GRIK1 AC055839.2 MIR4650_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4650_5P CDC25B BAG5 PPP1R1B CAP1 SLC43A3 DPP6 FERMT2 AGPAT3 SLC37A2 ILRUN TMEM51 PHF19 CPA4 PMEPA1 DYSF PITPNM2 MOSPD2 SLC35A4 ITGB1BP1 KCNH5 SAMD4A MSMO1 SMIM8 LHFPL5 NEO1 MAGIX DLD LYPD6 SELENOT HTR3A PHF20L1 NKAIN3 NTNG1 CALR SRL SLC12A5 RAI1 FMR1 DKC1 RTF1 SRCAP SPTBN4 TYRO3 C1GALT1 B4GAT1 NAT8L DNAJC5B CEP162 PRSS12 CLEC6A FGF14 ZHX1 CSF3R CALM3 SLC7A6 RTKN2 SH2B3 STPG1 CEP152 ATP2B4 TAB3 FAM222A SERPINB12 DLL3 PCDH10 ESCO1 CARM1 PRKG1 CARNS1 HIP1R VWA8 MECP2 SLCO1B1 POF1B MIR7155_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7155_3P CHD3 DIP2B IL31RA TNPO2 TBCK SUMO3 CMTR1 ZNF346 ZNF746 SPCS2 PATJ PGAP2 CLEC12A KCNMA1 DCP1A RAVER1 MSANTD2 PEX5L UTP3 LDB1 NFASC CYSLTR1 RNF38 MND1 PLOD2 CREBZF RNF7 NFKBID EIF2A STXBP5L MEIS2 KIF7 LRTM2 MXI1 SMARCA1 HMGB1 TLE1 NEK7 SMARCD1 STAB1 SH3PXD2A HKDC1 GTPBP10 AP1G1 CYTH4 C11orf87 SWT1 TCF12 ANP32A KDM2A MAP3K19 PFN1 SYCE2 FAM161B CPT1A RNF121 HECTD4 SRSF2 LRRC55 MFHAS1 AJAP1 UVRAG LRRC41 MFSD8 MIR6843_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6843_3P UBTD2 C11orf24 TSNAX DCUN1D4 MSANTD4 NDUFC2-KCTD14 JDP2 TENT4B PPP2R2D JAK2 JADE3 MEFV ARL6IP1 STARD13 MRPL19 MYH10 KLHL42 PTPRD MYO1B IKBKE SUPT7L ITPRIPL2 MLF1 NRP1 TASOR FBXL7 ALOX12B MRFAP1 ADAMTS19 SUMF1 CUL4B CRK GRIPAP1 ARL4C IGF2BP2 VAPB TSPAN18 ALK C2orf69 RWDD2A RARG ZNF839 RTP4 SLC25A36 TGFB2 AIF1L NAP1L1 KLF10 GNAS KCTD14 DNAJB1 TMEM33 SPTY2D1 PTPRT NELL2 SORBS3 ZNF710 RAB30 TMEM263 ALX1 HLTF BAZ2B IL20 AMMECR1L GRM7 SYT14 CBLN2 STK3 GIPC3 GNG13 GPX2 TLR7 MFSD6 CUL1 BTBD10 GPLD1 SPTBN1 EML5 TMEM229B LDB2 CNNM2 TEAD1 KCNA6 FBN1 LIN7C CLOCK PIGZ PLXNC1 MIR2116_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2116_3P GRIK3 NDC1 PAX5 IRGQ ZNF182 ZNF577 PPFIA2 MYB TET3 TP53INP2 PAPPA NTRK2 ZFX PEX7 IGF2BP1 VTI1A FBXO32 TNRC6B ZNF732 C1orf21 SGPP1 ZDHHC11 MTCH2 SMNDC1 GRHL2 GABRA3 MAGOHB SCD5 KRBOX4 POU2F1 C22orf46 PRKCA DNAJC19 PEA15 ZFP91 CHEK1 PROP1 ATP4B PRSS35 ADPRH SPOCK1 INPP5A CDSN MBD6 SPOPL GATAD1 ZNF267 DACT3 SPINT2 DNAJC22 SH3TC2 FAM3C FAM76A NWD1 RAB12 SMDT1 SETD7 ZNF514 SZRD1 CLSPN MTHFD2 C15orf48 EREG MDGA1 CELSR1 KIF11 GALNT1 SYNGR1 TTLL12 CORO1C ELOVL3 TMEM132C SPC24 MIR412_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR412_3P SOX6 DAG1 CLPTM1 CNOT2 TAF1D ASF1A ARMCX3 CDH10 QKI C4orf3 ZNF117 TP53TG3 POU3F3 LRRC7 ZBTB20 N4BP1 UBR1 RAP1A IL17RD SERINC3 SPAG11B ZNF765 HSPA1A TC2N PIM2 GAS7 BOD1L2 RBM27 OLAH ZNF676 CXADR ADGRG7 EPHB1 CERS6 MAPK14 PKP4 LHFPL2 RASSF2 RBSN RNF165 DDX6 TP53TG3C TFF3 FMNL2 PCLO COL25A1 BOD1 CLTC H3-5 C15orf40 EIF3J FKBP1A ZNF486 FUT1 MEF2A ATP5F1E SLC9A2 ZNF99 CDC7 TNRC6B ZNF813 SLC29A3 FREM2 NR2C1 CALCR TP53TG3B TAB2 THAP12 BOK TACC1 SEMA4D UBE2D2 WDTC1 AKAP8 QTRT2 DCAF4L2 PCF11 PLCE1 TECRL MIR8057 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8057 CHURC1 CCDC50 MAX TCAIM CACNA1D DIXDC1 MTMR2 RAB27A BIRC6 ANKRD11 SAV1 ZDHHC23 C4orf3 ARL13B KLF12 GALK2 TPD52 BMPER RAD51D SLC39A10 CEP43 ANP32B RAB7A TNPO1 ITPR1 BCL2L2 E2F4 SP1 ADAM12 NEURL4 PDXK KRT32 KLK9 NTN5 BBX SETD5 DERL2 RXFP1 KIF1B C4orf19 SYNJ1 ELOVL6 SHROOM2 EYA4 NTRK3 BICRAL SMAD4 CNOT9 CLASP1 PI4K2A SERTAD2 QTRT2 CCDC186 STX3 PDE8A HIBADH SDC2 CMPK2 UBXN7 SPTSSA CCDC6 TSC22D2 BLZF1 CRYBG3 KIAA2026 CNOT4 SERPINB1 SLC9A8 RC3H1 ADCY1 NRAS AQP11 NCAM2 OSBPL10 PHF20 KCNJ3 UBN1 WDR37 TLCD5 KIAA1549L PDS5B CLOCK ZC3H12C RFK RYBP HMGA2 MIR574_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR574_5P IDH1 C11orf96 NKAIN1 NT5C3A KALRN NRN1 MORF4L1 CELF4 CDC42BPB NSUN5 USP44 PRADC1 RFX4 DGKG THRB GALNT3 LARP6 EPHA3 RSC1A1 LRIT1 TRIM68 MKRN1 TCF20 DPP4 VWA5B2 NEBL CCDC88C ATCAY RERGL FOSL1 MS4A7 CCDC70 SEMA7A MIS12 PHF20L1 RGMA CAPSL IGDCC4 ADGRB2 SOX6 KATNAL1 CCK ZNF589 SLC52A2 WDR19 DAZL SHISA9 IL5RA CALCOCO1 EEF2K GOLGA1 EVX1 REL CYP2S1 MYCBP ONECUT2 EEF1AKMT3 HLTF RNF114 BTBD7 MDGA1 NSD2 FOXI2 ST8SIA4 NSD1 CD96 FOXN3 POGLUT3 S100A12 ZNF578 FAM221B CALML4 ZNF626 DDB1 GET3 TEAD1 FOXL2NB INSYN2B UBA3 ARFGEF1 L2HGDH CCDC141 MIR20B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR20B_3P PDE4B MEF2C ETV1 RANBP9 ERG PFKM RSRC2 NIPA2 ZNF91 ZNF736 NDUFS4 ACTBL2 HNRNPLL HTR2C MYBL1 RNF14 PSEN1 CNTN5 LDB2 CLEC2A PBX1 INPP5F DONSON TRIM33 BRWD1 ZNF711 SH3TC2 MSX2 FBXL17 FLT3 GRID2 BIRC3 PHYHIPL FAM110C NT5C2 ZNF652 OGN ST6GALNAC1 HECTD1 TMF1 EMC2 C2orf66 BOD1 DCUN1D4 GABRA3 FBXO7 MED13L PACS2 NALCN HMGCR TOB1 DMTF1 BRWD3 THSD7A STON1 RARG CCDC73 FOXO4 RSF1 MRPL30 AL353753.1 TOP2B F11 MAEL ITGAV NCR3LG1 TSPAN12 LMCD1 MED20 INPP5A ALS2 EPDR1 MIR3184_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3184_3P MBOAT2 AFF4 SLITRK3 ZBTB44 NCOR1 MCFD2 NHSL1 RBBP5 NBEA COL17A1 KLHL8 SCOC PANK2 CA10 SETD9 F2R FUT8 DIO2 PAM TAL1 C3orf14 GGNBP2 CD4 BMS1 IRAK4 CREB1 MAN2A2 PPM1A CPPED1 CHIC2 RAP2C ROR1 GRIA4 PWP2 RAB5A LRIG1 KIF3A ZFY KLHL15 SIK2 CLASP1 TOR1AIP2 BACE2 CDY1B CDY1 ID1 CTDSPL2 LIPA MAPK9 POLR3G ACADSB CKB RXRG ITCH IKZF4 ETNPPL GCH1 FBXO11 TEF GALNT16 ANKIB1 RIMKLB ZFHX4 FAM199X SMAD2 BPNT2 GTF2A2 NLK SLC30A4 EGR1 RAB3GAP2 ZNF682 POMGNT1 ADCYAP1R1 TAOK1 TEAD1 MIR3118 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3118 COPS6 CLEC1A GABBR1 OSMR KIAA0040 CEP85L MBD4 NSUN5 RAB27A BNC2 ANKRD50 SLC25A34 PKD2 PIK3C2A GRIK2 KLHL14 TCHP NUP98 MBNL1 RNF103 RHOQ C1orf115 ACSBG1 EPOR CCDC77 PPP1R7 ZNF711 CLCC1 PRLR MS4A2 PLD1 TMPRSS11A CDNF ZFPM2 PPM1L ERCC6 SYNM CLDN16 CRY1 SLC4A4 ZMAT5 SLC5A1 RELT REPS1 ITGB1 ITGA9 KRAS NT5E ZNF561 CPSF6 TMEM248 PLCH1 MOSPD1 PDCD7 ZNF28 TBC1D7 RMND5A SLC30A4 CEP41 MMRN1 MMP24 TESMIN TOMM7 USP9X KPNA5 PROP1 SDC3 XCL1 SLC25A5 KRT12 TCF21 GYPE LVRN RIMS2 GLDN MIR4471 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4471 AFF4 NSFL1C KLF4 CPSF2 PARVB ITSN2 ABI2 CAPS CNNM3 TOMM6 MAP1A TNFAIP2 CDCA2 ERICH1 GSTO2 MITF ACSL5 EVA1A DEDD DSTYK NR3C1 COPS4 SERTAD3 BEND4 RELN SKAP1 FAM214B SMARCA1 CLCC1 CCSER1 ITGA11 RPS3A ANTXR1 CSRP1 ZBTB34 HSD17B8 ARPC2 LARP4 ATP8A1 HACD2 PPM1L CD44 POU2F1 TACC2 ESYT3 GORASP1 NOS1 B3GNT2 FGF20 MAFB MTOR ANKIB1 GPC4 IMMP2L SLAMF8 POU2F3 PRKD1 ATXN7L3B TTC9 CNGB3 CHRNA9 INTS10 LRRIQ3 SLC16A2 ZNF597 XCL1 JADE2 FBXO32 ATRN PCP4L1 CDS2 PNP MIR6848_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6848_3P UBTD2 C11orf24 TSNAX DCUN1D4 MSANTD4 NDUFC2-KCTD14 JDP2 TENT4B PPP2R2D JAK2 JADE3 MEFV ARL6IP1 STARD13 MRPL19 MYH10 KLHL42 PTPRD MYO1B IKBKE SUPT7L ITPRIPL2 MLF1 NRP1 TASOR FBXL7 ALOX12B MRFAP1 ADAMTS19 SUMF1 CUL4B CRK GRIPAP1 ARL4C IGF2BP2 VAPB TSPAN18 ALK C2orf69 RWDD2A RARG ZNF839 RTP4 SLC25A36 TGFB2 AIF1L NAP1L1 KLF10 GNAS KCTD14 DNAJB1 TMEM33 SPTY2D1 PTPRT NELL2 SORBS3 ZNF710 RAB30 TMEM263 ALX1 HLTF BAZ2B IL20 AMMECR1L GRM7 SYT14 CBLN2 STK3 GIPC3 GPX2 TLR7 MFSD6 CUL1 BTBD10 GPLD1 SPTBN1 EML5 TMEM229B LDB2 CNNM2 TEAD1 KCNA6 FBN1 LIN7C CLOCK PIGZ PLXNC1 MIR6744_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6744_5P CCDC50 PIAS2 NAT1 GSG1L AK2 BEST3 MORF4L1 ADCY9 IREB2 KLF12 METTL4 YWHAZ IL1R1 STK25 ENTPD5 FAM135A PCBP2 NGDN UBE2Z ZWINT GMCL1 AR IGLL5 NF1 OPRM1 MROH8 ZNF425 NIPA1 RANBP3L ZNF449 TMEM99 FOXR2 KLK10 PCDH12 PDE8B ADAMTSL1 CTNND2 PALMD FAM169B SLC18A2 SWT1 C20orf173 RYR2 YBX1 SEC23IP PANK3 UCP2 STOX2 MIR550B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR550B_3P HTR2B AFF4 PAK3 STAG1 ZNF285 EPB41L5 BNC2 FBXO28 CCNA2 SDAD1 PRDM6 MCMBP CCDC47 BHLHB9 NUDT9 PAAF1 FLRT3 DYNC1I2 CDC73 USP27X CASP10 SMAD5 ZC3HAV1 PDZD8 CTPS2 CDIPT MOBP SEC11A VPS26A DLK1 MOB3B NMNAT2 SREK1 CLDN10 MXI1 APOBEC3B TMEM232 GANC CLEC4E KRR1 RBAK SNRNP27 TRPV3 ROCK1 EXTL2 SFPQ ASNSD1 FAM160A1 CLHC1 PPIH KIF13A LSM6 ZNF552 SHISA6 MAP3K20 GTF2H2 CDS1 MIR197_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR197_5P BCL6 SMARCA2 LILRA1 MTUS2 PPP1R1B TMEM81 ETNK2 IL6ST ANAPC10 PHC3 KCNIP2 ARHGEF28 CHD9 SLC41A1 CD86 ZBTB22 NUP93 ICAM5 EPHA5 CNOT6 CDIPT SLC26A7 TRMT10A ATRNL1 GPD1 FURIN MLX ZNF239 TMC1 AKR1B1 CDKL4 PYGO2 CBX5 ULBP1 TEP1 ITPRID1 YAE1 SEC14L5 NDUFAF3 CEACAM1 ARL5A KIF3C PCLAF SLC23A2 RBMX SLC38A4 SPRED3 ZNF124 PFDN2 ZNF875 RSBN1 OST4 COLEC12 PTAR1 RESF1 TGS1 AASS MSRB2 PHF20 BTG2 BLID LRP3 SPPL2C MYO10 FAM78A MIR3188 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3188 DPYSL3 CCDC167 RCAN2 SOGA1 OGT CHP1 JADE1 UBE2I PAIP2B DVL3 WDR17 PRR9 CROT PLXNA4 ITM2B CDAN1 SLC26A9 ZNF317 DDX58 DNAAF5 VWA8 PPP2CA ARMCX5 NANOS1 GRPR ZNF391 ABHD17C GLCCI1 PCGF3 TNS1 SLC38A1 OSBPL3 CYP11B1 SLC1A2 LUZP1 MEX3D TTBK2 MNAT1 CSKMT CAMK2G NAALAD2 LARP4B TDRKH PCDHGA12 HECTD1 COL5A1 FBXO45 CSF3 ADH5 SERTM1 ANLN PRSS12 SRXN1 CLDN12 LZTS3 TDRP ITCH RICTOR SEPTIN4 TMEM150C C11orf53 SLC10A1 EDF1 SLC14A2 ZNF563 NAV3 FNDC5 CCDC9B CXCL9 ZBTB39 GSTM4 USP31 KIAA1522 SHISA6 MIDEAS MAP3K20 CCN2 COQ10A TMEM86A TTC31 KHDRBS3 SPDYA NPEPPS NFATC3 CFAP300 ANGPT4 MIR3661 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3661 ANXA8L1 COX14 STAM YWHAB KBTBD2 DLX1 RUNX1T1 JADE3 CEP57 FAM13A ARRB1 NEFL ERICH1 PHTF2 ELP1 SNX7 NR2C2 ZNF385B GMCL1 TVP23A STX6 ACSBG1 TBX3 GPR156 PIM2 ATP1B4 PAK6 OPTC METTL9 CDR2L KCNA1 AKR1B1 HDAC2 ZNF461 FAM131B ASH1L RNF135 APLN PCDH8 CLEC16A TOR3A OASL ARL5A FAIM2 ITGA9 GLUL CD28 ANXA8 TMEM104 C1orf94 WDCP HS3ST3A1 PWWP2B HIC2 SMIM17 ZNF131 DYRK1A RECQL5 FGF2 TGFB3 NFYB DDX23 PSMB2 TOGARAM1 STK40 ATP4B PPTC7 PPP1R14C KCNJ10 ANKRD27 RAP1B MIR6812_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6812_5P B3GALT5 PIGL RS1 DNAJB4 POLR3C TRIQK MAP1A ZNF345 COL11A2 GRIN2A RCC2 MDM4 WWTR1 ARRB1 SRGN CPNE5 HTR3D SLC25A23 FCER2 HTR3C GUCD1 ITPRIPL2 CC2D1A CSAG3 CLIP3 MAP3K13 MUC17 DLK1 SLC13A5 MINAR1 ARL17A FBXO46 DNAJC8 C8orf86 GTDC1 SLC48A1 TMCC3 PATZ1 ACSM2A AK7 CHD6 CCT8L2 RNF2 SH3PXD2A KSR2 ZNF774 DLL3 ITPKC SETD9 ZFHX2 FABP2 MEF2D CFL1 GFAP AAK1 CRACD KCNC4 CPNE3 UBE2W GREM1 PPP1R9B IFFO2 AGK LCE2C GRM6 RNASEH2C RAD51B ZNF579 IQGAP3 P2RX2 MIR193B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR193B_5P SCN3B DND1 YY1AP1 LTN1 PLS1 TENT2 SLC4A7 TFAP4 PI4KB GAL3ST1 GMPPA SEPHS2 NIP7 DVL3 EIF1AD XYLB ZMAT4 SLC22A6 ZFP36L1 AIF1L HNRNPAB AK3 SLC14A1 CLIP3 IGLL5 PRAP1 FAM216B FAP UQCRB CRLF2 GRIK5 FBXL20 PLEKHH2 MAML2 PCDH17 RORC SLC17A8 MKS1 GTF2A1 NFATC2 LRRTM1 SMAP1 TBC1D19 TRAM2 EPG5 ARL4C SYN1 SLC25A53 ARL8B FCHSD1 CFAP47 CCDC173 DPH6 TNFRSF11B DLX3 SBNO2 ZNF189 CAMK1D TMEM87A BRI3BP C5orf22 MIR3122 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3122 PRDM16 NRF1 NDC1 GZF1 CTBP2 PDK3 ACMSD RUSC1 YWHAZ ETNK1 SKP1 CLIP3 ZNF236 SIGLEC10 ESR1 DCLK3 CEP20 TMPRSS11A MYO1A NMBR PIP4K2A GOT1 TSPAN6 C2orf88 CSGALNACT2 IQCK BCO2 YWHAQ GCSAM EIF4EBP2 PER1 ZNF704 LIAS PLEKHS1 SULT1C2 PSMC4 APOBEC3F SMAD2 ITGAE AP1G2 RHAG SOGA1 IDI2 SLITRK6 SOGA3 CBX2 STK17A C11orf58 MEX3C PPM1F VSNL1 HOOK3 GPC6 SHPRH KIAA0408 MYF5 SEPTIN3 KRT222 USP48 CDK19 OST4 NEXMIF GPBP1L1 RHPN2 COX15 TMEFF2 MIR7109_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7109_3P ALDH8A1 ICMT ZNF749 FPGT RALGPS1 SAR1B PALLD ROBO1 CSMD2 CMPK1 PCYT2 ZDHHC15 JAG1 PTPN20 CPEB2 HHLA1 ATP6V1E1 SMYD5 DDX5 AQP4 PDCD2 TOX3 STXBP5 DZIP3 PAGE4 ARID1B DNAJC27 C7orf57 FBXL17 GJA1 ELAVL2 DRD1 TTBK2 ANKHD1 ATXN7 HHAT C4orf19 KIAA1217 LRRN1 SP2 ERBB3 SON AATK FOXN2 PHOX2B MTHFD2 MTOR TXLNB PJA2 GPC4 SLF2 PLEKHA1 NECAP1 PTAR1 DIXDC1 TMEM68 RETSAT HSD17B11 PPP1CC PRKG1 GLT1D1 ADAM17 NPEPPS VPS72 MYCT1 MIR877_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR877_5P UBN2 OSTC C5orf47 FGB CDO1 HOXA10 ATE1 NME4 SKA2 C15orf40 GFOD2 FOXD4L5 PLEKHB1 PDE1C CSNK1G3 STYK1 ZC3H12B ITM2B CTBS ALDH5A1 COL6A3 PHF8 ESRP1 ATP11B GALR1 EEF1AKNMT HLA-DRA TP53INP2 DDO VGLL3 RDX E2F5 ASTN2 KRTAP4-11 C4orf33 FSD1L LMAN1 ELF1 BAZ1A ZFYVE26 ANO6 ANKFY1 HELQ POU2F1 ETFRF1 YLPM1 ADAMTSL1 C14orf119 POLQ KRTAP4-8 MAP7D3 EPDR1 SORBS3 BTN1A1 ZNF174 BTD DEPDC4 LOX GLDC ZNF264 KTI12 LMBRD1 FXR2 DYRK1A CDC40 TRIM10 TDRD1 ZKSCAN2 DPY30 ATP2B1 TTC14 KRTAP4-9 CFHR5 CEP350 CDKN1B PANK3 CNTN3 TLL2 GNB4 OCSTAMP GRK2 MIR6775_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6775_3P FAM160A2 TAB1 PTPA SHKBP1 PLA2G4C VASH1 MYORG FAM153A CD79A NF2 FBXO41 PGAP3 IQSEC3 NPTXR RASSF1 CDC42EP1 RALGDS CUX1 TIMM22 SNRPB ODF2 MUC22 FBXO10 ARL4C CEMIP2 GPM6A RBFOX1 TIAM1 USP45 OAZ2 CYB561A3 VWA5A ESYT1 IQSEC2 SLC6A3 VSIG4 CYP2C18 MAN1C1 FOXP4 DNAJB5 RGS9BP ST6GALNAC6 MFSD14B CES3 SH3PXD2A EDC3 IMPA2 ARID3B KIAA1549 PAK2 CCDC97 ACAP3 USP37 ZHX1-C8orf76 REEP2 NRIP1 IQCE MAGEA11 GLYCTK XKR7 H2AX ERMP1 FAM153B TGM4 KCNQ5 KLHDC10 WNT11 IL1B ETV6 MBNL3 ELOVL5 FAM189A1 PGM5 UNC13B MECP2 PTPRU ZMIZ1 CABP7 FAAP100 KIAA0319L RASAL2 LMOD1 DYNC1I1 MIR196A_5P_MIR196B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR196A_5P_MIR196B_5P TRMT1L HAND1 ZNF281 PACRGL ELAVL4 GPRASP1 KCNJ2 SMC3 RCC2 GATA6 DCDC2 FRMD4B CCDC47 MCM9 SEMA3A ST6GALNAC5 NXPE3 DYNC2LI1 ABL1 PHF8 AQP4 NR2C2 TRERF1 SNX16 BRAP NR6A1 PBX1 LRIG3 ACER2 TRMT10A HOXA9 SLC9A6 IGF2BP1 OPA3 DIP2A MAP4K3 HOXB7 PLD1 POLR3D HOXA7 SRRT TYW5 VSNL1 ZMYND11 IGF2BP3 MAP3K1 SNX24 PPP1R15B PRTG NAP1L1 ZNF850 TSTD3 LRIG2 GALC GPATCH2L EXOC8 TAFA5 HIP1 RDX GAN CCNJ PTPRG LCOR RASGRP1 ERI2 FNIP1 EPHA7 NRAS DENND6A PHF20 ARHGAP28 GTF2A1 PSMD11 HOXB6 PRKG1 CEP350 MAPK8 VAX1 HOXC8 RNF10 MECP2 CBFA2T3 RBM8A CREBL2 P2RY1 LRP1B HOXA5 CASK NKAPD1 NTN4 HMGA2 TMEM121B SFMBT1 RASSF3 MIR6769B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6769B_5P TGM2 CACNA1E GNAS ZBTB7A COL4A5 TMEM178B CACNA1A MAGI3 RUSC1 ATP1B2 SOD3 SLC6A8 STMN2 BCL7A SCN1B CACNA2D2 GABRP ATP11A SYT7 VWA8 PBX3 SYNGAP1 OBP2B AP1M1 SHOX2 ABI3BP GRIA4 KCNA3 YWHAH HOXB9 CLEC12B MLLT6 ZBTB4 CDHR1 LENEP MIF4GD PHKG2 HDHD2 PTPRN RAPGEF2 ATXN1 L1CAM CCDC146 ROGDI LIG3 ZDHHC21 SNAPC5 POLR3H RSPO4 C16orf72 RNASE13 SLC6A11 PAPPA2 SOBP IGF1 RIPK2 GALNT16 B4GALT5 TSNARE1 ZNF275 MAPRE2 RBM38 INO80D LRFN2 CNTFR SIGLEC8 EDAR B9D1 ANTXR2 CDC5L TMEM132E ZHX3 BCAN CACUL1 GLE1 CLTRN SRR GRIN3A MIR147A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR147A KIF20A STPG4 SLC25A21 BCL2L13 PDPK1 ZNF483 SPATS2 ACLY ARL13B ZDHHC3 IL13RA1 ADGRA1 FDFT1 NFAT5 MTX2 PCMT1 BCOR PTPRK KLF7 FOXP3 NFASC IRX5 SETBP1 MAP4K3 DCLK3 IGF2 HDLBP ZBTB4 TNRC6B SSR1 UBXN8 CLRN1 GRID1 ZEB2 GCFC2 BMP4 MPIG6B CHMP7 KCNJ3 MAN2B2 LSAMP TBC1D20 ZFX HSDL2 PPM1D CYP2S1 IKBIP GPD1L LATS2 NR3C1 TNFSF14 ST8SIA4 FAM110B MUC13 PTCHD4 MAPK6 ADIPOR2 CYP27C1 RAB27B CREBRF SEL1L ANK3 SNRNP25 MIR520G_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR520G_5P LILRA1 OLFM3 FAM104B FKBP5 MANEAL ZNF566 MAPK8 ENDOU PPP1R9A SHLD1 PMEPA1 ACSL4 ZNF367 NELL2 LAMP2 BRINP3 BTBD7 SORCS1 TJAP1 ANK2 KCNAB1 AC235097.1 BEND4 PHF3 ANTXR1 ERCC4 GFM2 PDZK1 EGLN3 HSP90AA1 MTPN OGG1 SS18 SEC14L1 FBXL2 NRK AP3M2 CIB4 GNA14 SSPN FBXO7 KLHL7 URGCP-MRPS24 MN1 HNRNPC TMEM117 SMIM17 TIMELESS OSBPL6 GIPC3 EIF2AK1 IL21 CBX4 PTRH1 GNAQ PLN BCL6B HIPK1 PDE1A MAL2 MIR1322 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1322 PCDHA2 CSRNP1 MTMR12 MIER1 TRAPPC13 LRP8 PCDHA10 QKI TBR1 CCL20 RNF130 EGFL6 LUZP2 CNTN5 RBPMS2 PCDHA13 PAIP2 NRP1 VNN2 LEMD3 VDAC3 CADM2 MED7 LINGO2 GLCCI1 CSF1 PCDHA12 PCDHB7 CBFB CREM PDIK1L UBE2K DEK PRPF4 TMEM182 DACH1 PCDHAC2 SYPL1 PCDHA11 XKR4 CD40 PCDHA7 PCDHAC1 TSHZ3 PCDHA1 ATAD1 TOB1 MS4A1 PCDHA6 MEGF10 RSF1 SLC25A15 PCDHA5 FAM155A AZIN1 BMPR2 GH1 FGF12 PCDHA9 HK2 CAPZA2 PCDHA8 PCDHA4 SIGLEC5 FTO RFFL MECP2 CCL18 SEC16B PCDHA3 SLC24A1 PLAAT1 MIR2392 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2392 SLC25A21 TGM2 FGFR1OP2 GSG1L DIXDC1 AFAP1L1 SSBP2 BRD4 CLSTN2 CLIC4 PRPF40A OAZ3 MFAP3L TFDP2 LRRC27 REPIN1 GRAMD1C PKP1 PSEN1 CASP10 RABL2A SMYD1 IQSEC3 DBNDD1 ISL1 CCSAP C9orf24 RABL2B WDR77 PCDH19 SIGLEC1 RNF144A BTAF1 STAC NSD2 MYOZ1 GOT2 BHMT NFASC HNRNPU OPRM1 MRPS14 FIBIN IQUB DCTN4 STMN4 LPP VPS25 FAM169B PPP3CA KLRK1 GEMIN4 IGSF5 TLDC2 SMURF2 MTHFD2L RNF157 GNG13 B9D1 NOVA1 CALCR DGKK ELAVL2 CALCB MLF2 NPY CDK12 GPR61 BLOC1S3 ZDHHC22 INAFM2 LARP1 CALHM1 MIR3189_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3189_3P ENSA HINFP PIGL HMGCLL1 EFTUD2 ZNF518A ZNF736 FAM234A MAP1A ETF1 BACH2 MICU3 BLCAP CHTF8 ZBTB26 PAAF1 DNAJC11 BTBD9 MOB2 CORO2B TAFA1 PSMF1 ZNF646 DLL1 SRGAP2 SERPIND1 TAF4B ARHGEF25 CALN1 MGA SPAG8 PHF20L1 ZCCHC24 PLD1 GPR158 ST6GAL1 MEX3C NECTIN2 CTDSP2 RERE FNIP1 OSCAR CHST11 SAXO1 JADE2 SH3PXD2A KAT7 IKZF4 EFNA4 SF3B2 UBE3A GGCX VEZF1 RBMXL2 RBMX ADGRF5 PCNT CDC25A NEUROD2 FGA TLE4 KCNQ3 NPY1R MAB21L2 BBS7 ZBED4 IFFO2 SPEN PDIA3 ACVR2B ALS2 UVRAG STEAP1B RASSF3 MIR1224_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1224_3P DBNDD2 TMEM178B PYM1 SPRY2 SLC37A4 TFDP2 PTBP2 ELMOD3 TIMM17A ERG C3orf52 SKAP2 SCD CYB561D1 U2SURP ORC4 AGO1 LHX1 IQCG KLC4 EBAG9 GDI1 LRIG2 TSPAN5 RIMKLB RXRA RNF41 CDC25A KPNA6 ATF6B MYBPC1 RAB6B N4BP3 AUNIP BBS5 TMEM212 CNPY4 TARDBP CDC42BPA TUBAL3 B9D1 FASTKD1 CDKL2 PDE12 CBX8 RNF5 CTAGE1 OTX1 ELAVL1 CREBZF FBLN1 LHFPL6 KDM4A HECTD1 SNX24 RELT TAP2 ZFYVE9 TIPARP TTC28 TFCP2L1 ADCY6 KMT2B USP14 POU2F1 PLEKHA5 PTGFRN MIR3152_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3152_3P MED29 PRRC1 SNX3 ZNF577 BATF2 PTPRD ZNF582 CPEB3 TGFBR1 ZNF550 FOXD4L5 FAM120AOS SEM1 C9orf72 P4HA1 BARD1 RYK GPR171 ANK2 HEATR5A GGPS1 SYCP3 PLAUR DHX8 MMP1 MUC21 ZNF853 SCUBE3 PLOD2 KCNMB2 NKAIN2 ZNF37A AKR1C2 EMX2 DNAJC21 RRAGC IGF2BP3 TSC22D2 CLDN1 GORAB PLXDC2 CYB5R2 SEPTIN7 PPBP ZNF235 GAB1 CLDN11 RLIM DPPA4 TIGD6 ASPH PRKAB2 ATF6 MOSPD1 CEP44 CNNM1 COL4A1 RNF39 KLF3 C15orf62 ADAMTS6 CNTD1 MTHFD2L CPT1A RFPL4B ECM2 CYTL1 KIAA1958 CD40LG SPTBN1 KLF6 ZNF609 LANCL2 RHPN2 TTF2 BICD2 KCNA7 KBTBD8 CFAP300 PLXNC1 NR4A1 BHLHE41 MBTD1 MIR10398_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10398_5P ICMT CAMK2G SMARCD2 HINFP PLAGL2 SLCO2B1 GFUS P2RX6 VANGL1 XRCC5 SNAP91 STX7 METRNL FLT1 GRAMD1B ECE1 SHISAL1 CEP164 CDC73 TGM6 ENG CENPO LDB3 NECTIN1 POU2F2 AMOT HDAC8 PRICKLE2 SMIM7 GON4L YIPF6 ELAVL1 TEX101 KCNAB2 KCNK3 SOCS2 PRRT2 SIGMAR1 SGPP1 SETD7 HEG1 PPP1R16B RASSF2 PRCP PRTG EXTL3 FAM131C SKP2 CCDC116 USP15 MPHOSPH8 PYGM SLC20A1 GCSAM RRM2 NNAT NUTM2G USP30 IBA57 ADCY1 GDNF SRF OSBPL6 RASSF8 FRMPD4 CFAP47 CD1E ZNF672 SLC16A2 C1orf74 RASL10B UCK1 PDS5B LHFPL4 TAOK1 ERCC1 HECW2 WIZ ZMIZ1 MIR4653_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4653_3P WDR11 CXXC5 ARNTL2 XPO7 CADM2 IGF2BP2 PPP4R3B BZW1 PGBD4 PCNP NIPBL ZNF250 CFAP52 SAMD9 TSLP KIRREL1 KRT40 TBC1D12 AP3S1 PNPLA8 MLLT11 AP1S3 SUMO1 PPP2CA RBFOX2 TMEM200A COL3A1 GNPTG MAK16 AHR MYRF AHCTF1 MYO3B MSL1 CYCS TAF1 LRRN3 YAE1 GLUL ASPH CFAP53 TTC37 EXO1 CALCR ACTR1A TK2 EYS GNG2 TRIM27 FAM171A1 USP15 SLC2A1 PCDHB3 PURA MIR6729_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6729_3P PORCN CENPA PAOX SLC43A3 TRMT13 COPG1 C10orf82 BNC2 FGF13 BROX CHTF8 SPTLC1 FLII CRKL SLC6A15 MTF2 ITM2C CEP97 TASOR MISP ARHGAP36 LRRC66 CLCC1 NOTCH4 NDST2 KLHL5 SRF SIRT7 ARAF LUZP1 CDH2 SCAMP1 POLR3D SLC46A1 CCL4L2 PTPN2 AHCTF1 FNIP1 PROX1 PTPN11 CHST11 RASGRF1 KMT2D PNPLA1 MYOZ3 CCL4 HSPA9 SPATA18 ATG2B KIAA1328 SLC25A37 MYOZ2 OPRM1 EDN1 TMEM132B ODF2L PLEKHS1 TCFL5 KLF3 RECQL5 SLC4A1 KPNB1 MMAA PIGR SETD9 ELF5 DLG3 NEGR1 KIF19 GPSM2 SFMBT1 MIR3913_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3913_3P B4GALT3 C3orf62 MIER1 CCDC141 SEMA6A EFCAB11 DDX3X FAM117B ZNF790 KIF5A PPP1R9A PTPN1 UPF3B MAGI3 ANKRD28 UBE2I DCAF13 SNX3 RIPK4 RAP1GDS1 GUF1 SPTLC1 ADAM28 LRRC7 PKP1 CDK1 TTN ADAM23 ESCO2 SUZ12 MRPL1 IMPA1 SCUBE3 DUSP4 RGS18 TXNDC16 SLC9C2 MXI1 MNS1 RAB3C TRPA1 SRSF1 SLC5A12 NOTCH2 ANKRD49 GPC6 NFIL3 UBE4A AIG1 SMAD2 TMEM117 MEGF10 PNISR ATP1B3 EMC7 KYNU MS4A18 ALOX5AP FEM1B KCTD4 NRIP1 RPP30 PPP1CB GNG12 PRRC2C PARM1 CMTM6 PKIA NUFIP2 PDS5B KIAA1549 CLOCK DCC SHISA7 ANAPC7 MIR6769B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6769B_3P M6PR LYN TMCC2 NR2F1 SLC24A4 RXRA NMUR2 ZFYVE27 CSF1 PCBP3 SAE1 SPDYE3 EYA2 PLCB1 MYO5A ZNF514 UBE3D TARS3 NRXN1 PRKACG SMARCC2 ZSCAN31 PITPNC1 SLC25A30 CDH11 ELF3 LRCH4 GMEB2 CHRNA1 CNOT9 ZNF629 TVP23C UBXN10 FAM168A ELFN2 SMAP2 GABBR2 ZNF618 PDE3B ING5 PKHD1 TBC1D16 CCNT1 LBX2 ZCCHC2 PHKA1 CCBE1 SERTAD4 EPPIN-WFDC6 GRIA3 TNFRSF13B SPDYE1 GPATCH2L NKAIN1 PTPN1 MAP1A AADACL3 SETD3 APOLD1 TENM4 CASZ1 SCYL2 LRP11 CHD3 NUP160 ZBTB7C MANEA ZBTB37 SPR HEG1 IGFBP5 CARMIL1 FBXW11 KSR2 AGFG2 AGAP1 APOBEC2 SPEG SPDYE5 EHD3 IGF1 SFMBT1 MIR144_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR144_5P SMARCA2 TFG MMD RNF111 FERMT2 SYNJ1 RBFOX1 STAM FAM120A TARDBP APBB1 ZNF385B ACSM1 FAM126B ZSCAN31 LARP1B HP1BP3 MPIG6B ATP6V1C1 ZNF510 CLDN12 DRAM2 ZNF292 RAB29 GRIN1 TXNDC8 FAM3C ZFP64 INO80D WFDC5 ZNF215 CP ZNF436 PAXIP1 NBPF3 RAB33A ZSWIM6 RRAGC TMEM114 HIC1 MTPN TAF5 VGLL3 BBOF1 ZMIZ1 FAR1 REEP3 RNF144B UHRF1BP1L IL17F TECRL HOOK3 TMEFF2 MIR4487 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4487 CBX6 UBN2 LIMD1 ARL8A SLC22A2 ATP4A ZKSCAN3 CUL3 GPATCH8 BOLL USH1G RUNX3 GYPC CFL2 FMOD RAP1GAP2 FAM126B PHF2 GRSF1 SLC13A5 ADAM33 EPHB1 ZBTB18 SORT1 INMT FBXO16 POLR2J2 BORA PHF21A ZZZ3 ROCK2 EIF4EBP2 RCAN2 ZNF704 PSMA5 SLC8A1 TMEM198 RAB11FIP4 GIPC3 MAP3K9 CACNG2 RASSF4 PA2G4 URM1 FLT1 EOLA1 URGCP MBNL3 STC2 OPN4 GALNT15 SOGA1 BCL2L14 SLC6A8 NIPAL4 PTPN14 FMNL3 HIPK2 TMEM43 ZNHIT3 FBXL17 MLLT6 MC5R LCE1A ITGA5 CYP21A2 NDST1 EEPD1 SUFU NBEAL2 TNNI1 SLC7A1 KRTAP5-10 NSD1 MUC13 TTLL12 HECA SDHB BNC2 NAP1L5 MIR6857_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6857_3P SMIM43 MAP4K4 RLBP1 TMEM178B NRCAM DSG2 RNF170 DAP ZNF182 ABI1 SNRPN B3GALT1 EGFL6 HDDC3 MOB1A TET3 DUSP3 HERC1 C1orf115 NF1 MMP1 HNRNPA2B1 CLCC1 STXBP5 SGIP1 PARP8 NPAS3 DUSP4 KCNK12 COL22A1 ATP2A2 ZNF652 DAB2 GPR88 MAPK10 GNS TRPA1 CLDND1 ITGBL1 MAPK9 GAN DPH3 UMPS PAPLN PIK3CB GOLGA2 NSUN7 RUNX2 TLR4 SNURF SESN3 PAK2 PDCD7 FRAS1 SLC17A1 MFNG NPL CCDC102B ZNF215 RFPL4B ICOS COL2A1 NSF DRD5 ESPN RTN3 TTF2 MAP3K20 SDC3 VWC2 NFASC ZBTB10 MIR3169 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3169 GNG4 ENPP1 B3GAT1 MTMR4 SLC22A1 TMEM175 SOD2 RAB26 DNMT3A PNLDC1 NKX2-4 PSD3 SORBS1 IVNS1ABP TPM1 GIPC2 ZBTB10 NRSN1 DTHD1 HTR3E TGIF2 PIK3R3 CCDC121 PAPPA ZNF701 LIN54 CSRNP3 ZXDA RALA SMARCA1 FIGN RAP2C GOLPH3 HCLS1 C16orf46 CALCOCO2 ELOVL6 CIP2A ASB8 PRICKLE1 NIPAL2 CHRNA1 GNG5 FERMT1 SPG11 NAA50 TMCC1 ATG12 ARID3B C12orf40 CNBD2 NKAP ZNF813 FGF13 ZHX2 INO80D OR7A5 ATF2 NRP2 COMMD8 SUN1 SMG1 MIR3136_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3136_3P CHD3 DIP2B IL31RA TNPO2 TBCK SUMO3 CMTR1 ZNF746 SPCS2 PATJ PGAP2 CLEC12A KCNMA1 DCP1A RAVER1 MSANTD2 PEX5L UTP3 LDB1 NFASC CYSLTR1 RNF38 MND1 PLOD2 CREBZF RNF7 NFKBID EIF2A STXBP5L MEIS2 KIF7 LRTM2 MXI1 SMARCA1 HMGB1 TLE1 NEK7 SMARCD1 STAB1 SH3PXD2A HKDC1 GTPBP10 AP1G1 SSH2 CYTH4 C11orf87 SWT1 TCF12 ANP32A KDM2A MAP3K19 PFN1 SYCE2 FAM161B CPT1A RNF121 SRSF2 LRRC55 MFHAS1 AJAP1 UVRAG LRRC41 MFSD8 MIR5196_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5196_3P ZNF280D CEP68 RBM41 OTOGL DIPK2A GPRASP1 PPP1R9A EOLA1 SPRY2 MFAP3L KLF12 FRMD4B ZNF84 COL4A4 BAGE2 GABRA6 ENKUR LIF BEST2 RAD50 SP1 GRIA1 SNX21 TPD52L3 FAM229B CFAP91 CTAGE1 USP38 GLRX2 CENPO MDM4 RCAN3 PCDH17 MMP20 CBX5 VCL HSPH1 RNFT1 PLA2G3 SPANXN5 CLVS2 ADGRF1 SMAP2 WDR18 LSM8 TMED7-TICAM2 MED13 BRMS1L SPANXN1 ATXN7L3B NCS1 NECAP1 BBS1 KIF26B GAL3ST3 CNGB3 VSTM4 VDAC2 RND2 KCNJ3 TMEM67 TICAM2 CHRM5 EXOC6B BRWD1 RNF168 C3AR1 MAP2K1 ZDHHC5 CCNG2 CALHM1 MIR6772_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6772_3P FHOD3 CDH19 PKIB FARP2 FGD4 EPHA5 NIP7 KLHL29 CHTF8 TSKU UBASH3B TRPV1 PAN3 FAM177A1 NRSN1 TBL1XR1 ANKS1B NFYC UBR2 ZNF692 DCX NUMB PIEZO2 SAMD13 SAMD7 DSG1 TMED10 ERRFI1 COA7 GRID2 CXXC4 NFIX ATXN7L1 NAV2 PCGF5 MYPN ZNFX1 LRRN1 RRAGD CHRNA3 BHMT TRIM71 AFG1L BLOC1S5 MAP3K20 TRMT2B CHRM2 LRP12 TMEM87A BRWD3 CPE DNMT3A YIPF4 BIVM PECR ADAMTS6 MGAT5 ZNF616 PNLIPRP3 SLC39A5 NUFIP2 CREBRF TMEM132C MFHAS1 GID4 CHST6 WIZ SRSF1 PTGFRN MTMR10 PURA MIR4290 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4290 WIPF2 STK32C CAMTA1 TMEM265 MAP1B CSN1S1 ADAM11 RPE TM2D2 ELMOD2 MAT2A MAPK1IP1L NRBP1 PYCR1 PTPN5 LINC02881 BDKRB2 ZNF185 TIMM23B MS4A6A SEPTIN3 SESN2 NFASC CAPZA1 RGS17 ZFAND6 HS3ST1 LYNX1 ERRFI1 PRKDC ZNF541 AWAT1 TMEM192 CTDSP2 MYRF ATP8A2 CXCL12 SMG5 KDM4A MAPK8IP1 KRT77 MTAP FGF9 ENOX2 DCTN4 TRIB1 TSPAN5 ERLIN2 ELFN2 ARHGEF2 CASP14 SORCS2 SUN1 ARHGEF17 RPEL1 ZNF276 AKIRIN2 CCDC9B PRPH2 TNKS ANKRD52 NUP188 PPP1R9B SART3 CLCF1 GID4 CCNT1 SNX8 STAT3 MIR937_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR937_5P PALM2AKAP2 CUL2 XPO7 NR3C1 RNF24 MCM8 PRIM2 FGD4 ADCYAP1R1 APAF1 CLIC6 GRIA1 LDAH SLC24A2 SEC24A LINC02873 AP3S1 NFYA SELENOP PWWP2A PMAIP1 HCFC1 NCOA2 RER1 NMBR ZC3H7A MASP2 SRRM4 MAGEL2 TIMM21 FBXO45 CCNL1 RAB1A DOCK7 REV3L GOLGA7 RASSF10 MDGA2 RAP2A LPP STK17B SLC9A2 FBXO11 KCNG3 FAM199X WDR33 KCNH7 BTG2 TMEM209 FZD4 KIF4A GLUD1 IFNA1 ITGB8 SLC16A14 MGAT4A MIR7151_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7151_5P FECH TIAL1 RS1 ARMCX3 CEP192 PLAC8 MARCHF7 TBR1 DDX19A CHCHD7 ABCA3 PRELP SERBP1 KCNE1 TM9SF4 ZNF567 RANBP3L MTF2 SLC6A15 FAXC ACACA ZFYVE19 SP1 SET RBMX GCSAML KANK2 SLC6A17 SLC25A14 CD200R1 NLGN1 COL25A1 NRK SEPTIN7 ROCK1 RICTOR GLUL ABRAXAS2 RAB41 AMER2 P2RY13 BTG1 GBE1 SLC5A3 TMED5 PIGN CCDC140 BAZ1B STMP1 ATAT1 AUTS2 PIK3R1 MIR8064 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8064 CLIC5 AGO3 A1CF KCNMA1 DYNC1I1 BNC2 LPGAT1 MAP1B ELOVL5 AKAP12 DCUN1D4 AGBL3 FRMD4B USH1G GPR161 ZBTB33 ASTN1 PMAIP1 YOD1 CHIC2 DMD ITGAM MS4A2 SPRY3 MYT1L TNRC18 C2orf49 SLC6A17 PCGF5 BCL11A CHODL DUSP10 RFX3 AFG1L ATP6AP2 WSB2 PNPLA3 CDK5R1 RLF ZNF248 ZBTB20 PGGT1B ADCYAP1 CRY2 NNAT SMG7 FBXO30 DOK3 GEN1 DIPK1C C1orf216 TDP2 UBE2N SLC6A19 MAP3K5 CNEP1R1 ARHGAP32 PAFAH1B1 AAK1 VSTM4 ANOS1 UHRF2 SPAST WDFY3 UBE2W AQP2 UBR4 PPP1CB VDAC2 PCDH10 JMY SPTBN1 STMP1 KCNC2 MAP3K20 FILIP1L ADAM17 SF3B1 PPP3CA SMG1 GADL1 TMEM179 MIR6750_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6750_5P DPYSL3 DRP2 PPP4R3A FBXO32 TMCC2 PPIAL4E PEX3 REEP5 DNAL1 DCAF8L1 FGF1 MSL3 CPEB2 MKRN1 BCO2 PTPN14 PEG3 STAM THUMPD1 C1orf53 FUT9 GALNT13 NFIC TEX30 USP54 PML C9 HMGXB4 PPIAL4C RNF103 TENM4 RAB39A COA6 GRIK2 HBB CYP7B1 ZNF510 ANKH DUSP11 PPIAL4G TSC22D4 OSBPL7 ZSWIM6 TBC1D10B SYNM ESYT1 UBQLN3 PPIAL4A LCP1 TRPV3 DCLK1 CNNM4 SLC15A5 THSD7A PLD2 PFKFB2 ANKIB1 PPIAL4F SRSF3 DLAT NPTX2 ING5 TMEM72 AOPEP GABRR1 GLIS3 CREBRF TMEM243 WWP1 TAOK1 TSPYL6 RBM44 CCR2 PDZD11 PPIAL4D MIR4723_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4723_3P M6PR LYN TMCC2 NR2F1 SLC24A4 RXRA NMUR2 ZFYVE27 CSF1 PCBP3 SAE1 SPDYE3 EYA2 PLCB1 MYO5A ZNF514 UBE3D TARS3 NRXN1 SMARCC2 ZSCAN31 PITPNC1 SLC25A30 CDH11 ELF3 LRCH4 GMEB2 CHRNA1 CNOT9 ZNF629 TVP23C UBXN10 FAM168A ELFN2 SMAP2 NTRK2 GABBR2 ZNF618 PDE3B ING5 PKHD1 CCNT1 LBX2 ZCCHC2 PHKA1 CCBE1 SERTAD4 EPPIN-WFDC6 GRIA3 TNFRSF13B SPDYE1 GPATCH2L NKAIN1 PTPN1 MAP1A AADACL3 SETD3 APOLD1 TENM4 CASZ1 SCYL2 LRP11 CHD3 NUP160 ZBTB7C MANEA ZBTB37 SPR HEG1 IGFBP5 CARMIL1 FBXW11 KSR2 PLXNA2 AGFG2 AGAP1 APOBEC2 SPEG SPDYE5 EHD3 IGF1 SFMBT1 MIR11399 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR11399 TMEM217 PGBD2 YWHAB DGKG USP28 DUSP1 APBB2 METTL4 CDKN1A ZBTB26 ANO4 CYBRD1 ABHD17B AR TESK2 MRFAP1 LIN54 C20orf194 POLR1B ADGRV1 TRAPPC11 IRF2BPL SLC35F3 MCF2L GUCY1A2 RGS7BP MADCAM1 PTPN2 IL1RAP MPC2 NLRP2B MSI2 UHRF1BP1 NR3C2 TENM3 TIAM1 TTLL7 HOXC6 FKBP3 MAGOH NCKAP1 ATP8B4 RPTN PCLO THAP2 AFF3 SPATA19 SPTSSB IL12B ITPRID2 HTR1D RNF169 PSME4 PTPRB RHEB TPSG1 VPS50 ITGA9 CES4A SLC35E1 ZNF407 ARHGEF2 SOCS7 SEPTIN11 GK2 PPM1A WARS2 WDFY3 XDH COL2A1 DCAF16 ATMIN RLIM TPR TRPC5 MCEE RHOBTB3 GPR174 MIR6824_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6824_5P POLR1G PCDHA2 GGACT ZNF566 PTCHD3 ARCN1 CYP27B1 CLIC4 SLC11A2 KCNIP2 CD300E NDN CCSER2 SAR1A RNF41 MDM1 EPHA3 JPH3 PCDHA13 STAU2 OAS2 NADK ACVR1C CADPS P2RY12 GRIA4 KIAA0232 PCDHA12 ZDBF2 PROX1 EPYC PCDHAC2 PCDHA11 ANGPTL3 OPN5 PCDHA7 PCDHAC1 SNX9 CD164 PCDHA10 BEND7 EIF3J GOLGA7 CLDN12 COL5A2 NAA50 AGTR2 G2E3 DIS3 ADRA1D ZNF704 SOBP BMPR1B PCDHA6 PCDHA1 PCDHA5 RPS6KA3 ARL6IP6 SLC17A7 TENM2 GSTM4 MYO3A CLVS1 GK5 PIP4P1 INSM2 TUSC1 PCDHA8 PCDHA4 UBXN4 MAP2K1 TYR ZNF214 G6PC2 PCDHA3 OAS1 ZNF800 MIR1227_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1227_3P GSG1 GNB1 CADM2 MYLIP GPD2 DYNLT1 SHTN1 AKAP14 COX20 SNAP91 TGFBR1 SNX19 WTAP FBXL3 FAM91A1 PNKD TAF4 DOCK9 ZBTB5 CKAP5 FRY PTGER4 OPN3 CSRNP3 AVL9 PNRC1 HBS1L ZNF766 CCNT2 IRF2 ARID4B ACBD4 DKK1 HOXC6 HIC1 ATP6V1B2 TCEAL1 CX3CR1 PREX2 FAM241B ZNF705D VEZT RAB4A ADAM10 SLC2A12 MAB21L3 GPC6 TET2 PDAP1 LRP10 LYPD3 RLIM KLK13 PRKAB2 AGAP1 ODF2L MOB4 ZNF521 OSBPL6 DDX3X CLN8 MAT2B ZNF616 GPLD1 LSM1 USP9X TAOK1 CLOCK PDXDC1 ACBD7 SSH1 SECISBP2L PTGFRN TMEM212 C4orf17 MIR3194_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3194_5P SYBU CCT7 GSG1L MYO1E IRAK3 TBC1D26 PAXBP1 IRF5 DOK4 ORAI2 MAP7 METTL21A TXNDC8 TMSB4Y EBPL SOX21 LUZP1 ACTG1 C15orf39 GRSF1 LARP4 GPAM KHDC4 ATP8A2 ARID4B NCDN ATPAF2 GMEB2 ATP1A3 C10orf62 ARNT ZBTB43 FUT1 TMSB4X CAPRIN1 NEURL2 TRAF1 PPP3R1 USP49 SYPL2 C1QTNF5 LRRC10B TBC1D16 TOX MEAF6 GABBR2 DICER1 UHMK1 CKAP4 ZNF516 SMIM17 TCTEX1D1 TNRC6B LAMP5 DMTF1 EFCAB11 PAFAH1B1 PIGN CRISP3 ABCB9 HECTD4 ELF5 SGCD NAA25 ADAMTS17 RALB SOS1 NEUROG2 CNST ARSD MEAK7 DYNLL2 CAB39 TXLNA DNAJB2 MICAL3 TMEM179 MIR4432 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4432 SOX6 AKT2 ZNF281 RSBN1L PCDH7 GDF9 CCDC198 LMX1A RAB5C STAU2 BTBD8 ZNF703 MTX3 NCBP2 FAXC RAD54L2 PLAG1 XPO4 REEP1 SLC38A9 LRRFIP1 TESK2 CCNI2 RFPL1 INPP5E ACSL1 WASHC2A OSBPL1A NOCT KIAA1522 KLHDC7A RFPL3 CDYL2 ARSJ EPM2AIP1 PRKAR1A SRRM1 TXNDC16 PCYOX1L RNF182 AEBP2 CYCS ZBTB43 MON2 SLC33A1 SKIL HTR1D TMC5 LPIN2 VAV3 GABRP TBC1D19 WASHC2C SLC7A6 CFAP65 HYKK CPA6 KCTD8 PCDH10 MDGA2 ELFN1 PIGR NADK2 UBE2V1 UBE2E1 OLA1 H2AZ1 ANTXRL MFSD8 MIR2276_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2276_5P MBNL3 MOB3C ZFYVE27 ERMN KCNQ2 SHCBP1 TGIF2 TP53INP2 ERC2 MARCHF1 CP SLC25A16 SRSF6 CCT5 GDF11 SP8 RHBDL3 CXXC1 KLC4 NR4A3 FADS1 ZC3H12A CLIP2 EEF2 FAM241B MPP5 PNO1 ING4 JRK SLC1A4 ZFHX4 FAM219B IL5 DNMT3A FOXJ3 KATNIP PLGLB2 MANBA TBC1D16 E2F3 SSTR3 MSI2 METTL21A TNFRSF13B KCND1 PCNP TBC1D8B FBXO41 ZFAND5 PLEKHG4B COBL NMUR1 UGGT1 AAMP KRT85 SEMA4G GLIS2 SZRD1 POLQ NALCN AHCYL1 SH3PXD2A PGGT1B CHST3 NEUROD4 RNF44 PLGLB1 KBTBD12 MCM9 PFDN1 B4GALT3 RASSF3 MIR6822_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6822_5P DPYSL3 DRP2 PPP4R3A FBXO32 TMCC2 PPIAL4E PEX3 REEP5 DNAL1 DCAF8L1 FGF1 MSL3 CPEB2 MKRN1 BCO2 PEG3 STAM THUMPD1 C1orf53 FUT9 GALNT13 NFIC TEX30 USP54 PML C9 HMGXB4 PPIAL4C RNF103 TENM4 RAB39A COA6 GRIK2 HBB CYP7B1 ZNF510 ANKH DUSP11 PPIAL4G TSC22D4 OSBPL7 HLA-C ZSWIM6 TBC1D10B SYNM UBQLN3 PPIAL4A LCP1 HLA-DPB1 TRPV3 DCLK1 CNNM4 SLC15A5 THSD7A PFKFB2 ANKIB1 PPIAL4F SRSF3 DLAT NPTX2 ING5 TMEM72 AOPEP GABRR1 GLIS3 SST CREBRF TMEM243 WWP1 TAOK1 TSPYL6 SDC1 RBM44 CCR2 PDZD11 PPIAL4D MIR3183 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3183 M6PR LYN TMCC2 NR2F1 SLC24A4 RXRA NMUR2 ZFYVE27 CSF1 PCBP3 SAE1 SPDYE3 EYA2 PLCB1 MYO5A ZNF514 UBE3D TARS3 NRXN1 SMARCC2 ZSCAN31 PITPNC1 SLC25A30 CDH11 ELF3 LRCH4 GMEB2 CHRNA1 CNOT9 ZNF629 TVP23C UBXN10 FAM168A ELFN2 SMAP2 GABBR2 ZNF618 PDE3B ING5 PKHD1 CCNT1 LBX2 ZCCHC2 PHKA1 CCBE1 SERTAD4 EPPIN-WFDC6 GRIA3 TNFRSF13B SPDYE1 GPATCH2L NKAIN1 PTPN1 MAP1A AADACL3 SETD3 APOLD1 TENM4 CASZ1 SCYL2 LRP11 CHD3 NUP160 ZBTB7C MANEA ZBTB37 SPR HEG1 IGFBP5 CARMIL1 SLC52A3 FBXW11 KSR2 ABRAXAS2 AGFG2 AGAP1 APOBEC2 SPEG SPDYE5 EHD3 IGF1 SFMBT1 MIR502_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR502_5P SRPK2 ZNF471 AGO3 BMT2 KLF4 CELF4 PPP4R3B LCA5 CLSTN2 ZNF101 GPN1 TXNL4A PRDM6 COMMD9 PLSCR2 SFMBT2 AP2B1 ELAVL4 TAFA1 NHLRC1 GADD45A RAB1B FYTTD1 FRMD4A NDUFV3 DONSON BABAM1 TRIP12 ZNF844 HNRNPA2B1 PRLR GTF2A2 SGIP1 SLC28A3 MTARC2 PABPC1 PHF20L1 ODF4 ARPC1B VSX1 C6 FAM172A MEX3C STIMATE TM2D3 PPM1L MTRF1L ADAMTS18 NEO1 RBAK DAPK1 ATP1A2 DCAF4L1 OSBPL10 MREG SYT9 QSOX2 ADAMTS15 SLC7A14 SLC35F5 ACO2 FILIP1L ADCY1 EPHA4 DOT1L B3GNT5 C12orf54 CTLA4 FIGN CDKN1B HOXC8 SERPINI1 DMRT2 GABRB2 MIR620 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR620 POLR1G NDUFAF5 UNC45B POLR3C ANKRD44 PRSS37 ZDHHC15 HAS1 ZIC5 C15orf40 SLC24A2 CEP164 UBASH3B N4BP2L1 RFC5 DGKE EDIL3 IRF2BP2 LAMB4 HEXA DNAAF3 STOML3 COPS4 CBLIF PDE1C WBP2NL SET CD276 BORCS7 EPPIN KRTAP4-11 ATXN7L1 TESC GTDC1 SDC4 SLITRK2 ZCCHC14 CAMK4 BACE1 GSPT1 SH3BGRL2 XKR9 HNRNPU C1orf174 MKX ASPH TXNRD2 SGMS1 CHSY1 UNC5D CCNT2 PRR23C CD209 PIK3CA POU2F3 SLC25A37 IQCJ SMCO4 CATSPERE SENP5 HLA-DQA1 POLI DCPS KLHDC3 TCF20 ENTPD3 EPB41L4B AFP SPTBN1 OLA1 GLI2 MAN1A1 TMEM242 CNTN3 B9D1 CIR1 MIR4256 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4256 NUDT4 CREB5 KCNS1 GLG1 SGMS2 WNK3 UBE2D3 FAM117B CHL1 CMPK1 ITGA10 IRAK3 PWWP2A ZC3H12A MTF1 HDDC3 IGF1R CLSTN1 F13A1 EMCN GNAI3 ZNF385B FAM160B1 MITF C2orf49 TIAM2 PEX7 PIM2 HTR7 GRPEL1 GREB1 IL6 ICA1L SYCP2L FAM110C EPB41L5 ARMC8 ALK STX16 SORT1 MAP3K1 WDR47 NFATC2 KIF14 PID1 MDN1 SUSD4 C9orf43 MTOR ID2 TMEM263 JKAMP CSTF2 NEK6 ZFHX4 ABCC1 YIPF4 NR2C1 FAM102B MTFR1 KLF3 USP14 DAZL CEP126 MCAM PLGLB2 FGD6 SNX4 TMED1 ZNF780B CREBRF MCM9 HNF1B DENND11 DNAJC3 ZNF831 MIR500A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR500A_3P PPP4R1 DLG3 MACIR FNIP2 BTBD11 CNNM3 KBTBD2 SIM1 OTULIN MTDH NFAT5 RUFY3 ARHGAP29 RAB14 FOXG1 TNPO1 UBE2Z ZNF469 KCNK10 BEND6 PRAMEF13 LIN54 PDE8A ZNF711 SOCS2 ELAVL2 PPP2R2C KCNA1 DUSP18 GPM6A SAMD12 ZSWIM6 CAMK4 IBSP EIF4E SCN1A ZNF98 NRG1 FBXW7 ADAMTSL3 HNRNPA0 ZFX GAN CDK6 CCDC6 UCHL3 SFRP2 RP2 RAB21 FNDC3B HERC2 DAAM1 USP36 ZFHX4 NWD2 GJB5 RREB1 NSG1 ASPHD2 LACTB TNRC6B C11orf24 SRGAP2C JADE1 PRAMEF14 PRAMEF2 CSMD1 DDX3X KCNJ3 PLPPR4 DMRTA2 ATL1 PTPRJ NRF1 NRG4 ADAMTS17 PDS5B DOCK4 PLXNC1 NKX2-3 TET1 MIR4299 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4299 TFPI2 HNRNPK TMCC1 ZKSCAN8 FERMT2 ZGLP1 MLF1 KLF11 CERT1 BNC2 ENTPD7 THBD THRB GATA6 MORN4 DCP1A CDCA2 DIO2 ZNF781 TIMM17A MAFA PIK3R3 GGA3 ELK3 SHISA5 CYSLTR1 IRAG1 ZNF711 ZNF135 TRPS1 RBFOX1 PDIK1L PHYHIPL ZNF589 PPP1R16B RNF165 CLIP1 SLC22A23 MCTS1 PLCXD3 TAPT1 OSBP LZTS3 CWC22 TAB3 C2orf68 SERP1 ZNF773 ARL8B RALGAPB STAT5B KMT5B BRIX1 CWC25 ZNF268 PRDM7 CLVS1 ZNF584 DTD2 RARA CEP104 COL25A1 ZBTB4 TMEM101 FJX1 RBFOX2 RORB MECP2 CREB1 KPNA4 ABHD4 SHISA7 TET1 LSM14A L3MBTL3 PNP MIR6806_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6806_5P DYNAP PUS10 MIER1 FNIP2 DCN ATL2 KRTAP3-1 RPGRIP1L SEC11A TSC22D2 RORA SRSF10 NEK3 SNX18 ZBTB25 PCMTD1 PRDM5 TTC17 GLS ABCG2 NIPSNAP2 CSMD3 CMC2 DEPDC4 PLAG1 BIVM ANXA10 NTNG2 KRT85 MTFR2 TIMM17A TIMM23B EIF2S2 CADPS ENPEP CDC14A LRRCC1 AKR1D1 PHACTR2 SMAD1 B3GNT6 RALA CPEB1 GSPT2 ZFP3 TMPRSS12 GOLPH3 UGCG ATP2B1 HERC5 GLIPR1 CEP85L ADAM10 CHN1 HTR2C ANKFY1 ILRUN GSPT1 LIFR TAOK1 NUMB PCNX1 TRIM29 RET TMEM33 ZMAT3 TTBK1 NLRP1 MIR6866_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6866_5P MEGF9 HOXA10 PIP5K1A ADA2 FAS ZNF91 GLCE RAB11FIP2 FBXW7 GLIPR2 BROX MORN4 ETNK1 NFAT5 COL6A3 CACNA2D2 THEMIS2 YPEL2 TMEM132B ZBTB5 TMEM214 ARHGEF40 ASCC1 DPY19L3 ZNF583 PNRC1 KRTAP4-1 E2F5 NUDT5 KCNA1 SPAG9 BLMH CHUK EFNA5 IL1RAP KAT6B STAC DDX6 ALCAM OCM KRT37 BHLHE22 ZBTB20 C9orf43 FAM53C SPO11 EBF1 FBXW2 SEC22B UBE2G1 TUBGCP5 BLZF1 PAK2 SH3BGRL MBP STRAP SCG3 C22orf46 CBLN2 NFIB WDFY3 ZKSCAN4 KLK10 FGD6 ZKSCAN2 CDKN1B NUAK2 ALS2 ISG20L2 OCM2 ADARB2 CDC42SE1 WDR92 GRK2 MIR6875_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6875_5P PAK3 SLC4A10 CENPP HUS1 NDST1 TSPAN9 MCMBP VASH2 DENND1C BEAN1 ACSM5 ZNF614 KLK4 ENTPD5 FSTL1 BAIAP3 C11orf49 CSF1 CANX TMEM87B OAS1 OLFM2 IL22RA2 CIAPIN1 YME1L1 FAXDC2 UHRF1BP1 CASTOR3 DHH GANC COLQ EIF1 BABAM2 CTDSP1 HYDIN SV2C ANKRD63 PPP3R1 VAMP1 SFPQ NCCRP1 EFCAB13 WASF2 HYKK PDS5A PTPN3 PLEKHS1 ZKSCAN7 SLC17A7 PGM2L1 TENM2 CARNMT1 DTX4 GK5 TCL1A HECTD4 GTF2A1 SLC24A2 GJB4 NR2C1 MAPRE3 CNNM2 DNAH8 SLC51A BLOC1S3 CCNT1 USP34 LY6G5C GAMT MIR10226 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10226 TBC1D25 AFF4 BTBD3 WASF2 CCDC141 SSBP2 ANKRD44 MARCHF7 RSPH4A SLC13A1 DOP1A TRPS1 ADGRA1 ZNF605 ZNF511 MTX2 BRINP3 PPIL1 AKAP11 MED14 RAD54B ATP11A C1GALT1C1 FBLIM1 EPHA5 CDC14A RIMS1 KCNAB1 NXT2 DENND3 ZNF853 AIDA SCYL2 FIGN ZNF559 RGS22 SYT14 IGF2 SNX2 ATP2A2 BAZ1A NEDD9 DOK6 ARRDC3 FBXO45 TMEM121B FSBP WDTC1 TSTD2 OSBPL10 PTPRT BEND6 RXRG HMGA2 SLC2A12 BTN1A1 HSF5 TXNDC15 ZNF175 ELAVL4 RTL3 TKFC CWH43 DENND6A WARS2 EFNB2 ZNF268 AOPEP ANKDD1A MAPK6 NXT1 AKAP10 ZNF439 ZNF616 SLC4A8 ZNF407 CACNB1 SCARA3 MIR134_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR134_5P COPS6 CLEC1A OSMR KIAA0040 CEP85L MBD4 NSUN5 RAB27A BNC2 ANKRD50 SLC25A34 PIK3C2A GRIK2 KLHL14 TCHP NUP98 MBNL1 RNF103 RHOQ C1orf115 ACSBG1 EPOR CCDC77 PPP1R7 ZNF711 CLCC1 PRLR MS4A2 PLD1 TMPRSS11A CDNF ZFPM2 PPM1L ERCC6 SYNM CLDN16 CRY1 SLC4A4 ZMAT5 SLC5A1 RELT REPS1 ITGA9 KRAS NT5E ZNF561 CPSF6 TMEM248 PLCH1 MOSPD1 PDCD7 ZNF28 TBC1D7 RMND5A SLC30A4 ITGB1 CEP41 MMRN1 MMP24 TESMIN TOMM7 USP9X KPNA5 PROP1 SDC3 XCL1 SLC25A5 KRT12 TCF21 GYPE LVRN RIMS2 GLDN MIR3176 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3176 SYT17 ARNTL2 LIMD1 RSBN1L P2RY10 CD247 CADM1 VWA5B1 CHTF8 CNOT2 SMIM14 TTC39C GMCL1 CNOT6 MMP1 LUZP1 ASB8 NT5DC3 FAM172A RABGAP1 AKAP13 IFT88 PKM SYTL5 ARHGDIB GALNT14 ZNF618 AP4B1 KDM2A GRAMD1B ABCB10 FHDC1 GREM1 PEA15 URM1 ARHGEF12 FAT4 SP4 ETS1 AKR1C3 CST3 SERPINA11 SOGA1 KCNJ2 SETDB2 ZYG11B PPP1R12A TMEM230 DCX STARD7 SLC12A6 ZBTB7C ZBTB37 ITGA5 PIGH MED9 ADNP YPEL1 GTPBP2 AIMP2 INO80D ERBB4 CMTM6 NIPAL4 SOS2 KLF7 NUFIP2 ADGRL3 GNAZ CRADD CLOCK CAMK1G ARMC9 MIR4648 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4648 OPA1 SPRY4 SMIM43 PDZD2 C10orf53 MBD1 VEGFA TNPO3 ZNF746 EXPH5 CTSE BBX YWHAZ BOLL TMEM216 PAXBP1 VDAC3 TRPM3 RELN CD207 TSPOAP1 RETREG2 SPRTN CD164 DCP1B LPP CDC16 GMEB1 SLC9A2 AP000708.1 PAQR7 FRYL FAM86B1 CALB1 CCNJL SEPTIN3 ARHGEF39 CLEC12A TRARG1 RFX3 MYO19 ALOX15 MYO5B MICAL3 MIR1843 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1843 ITGA4 CBLB BAX CAPZB PEAK1 GALP WASF1 PRUNE2 EDIL3 OR2H1 CTNNA3 ATAT1 SPAG1 LMLN TTI2 CCNA1 HMGN4 RBMY1D SH3RF1 TRIM41 CUL2 RBMY1E SCAMP1 EIF5 CAPN6 HGF MPDU1 PEG10 RBMY1A1 CCNL1 CALM2 ABHD13 YTHDC1 TFAP2D CCL4 ATP1B1 ATAD2B DLX6 DCLK1 LPP DNAJA2 FAM169B AGBL1 SMS HECW1 FUBP3 KDM2A SPAG17 ESRRG WNT16 MDGA2 MAT2B ORMDL2 ZFP91 NMT2 LAMA1 GDPD4 FILIP1L VWC2 C16orf46 RBMY1F RSL1D1 STOX2 LMO7DN HOMER1 MIR339_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR339_5P PWWP3B HSPA14 FAM219B CCDC50 DIPK2A KLF11 ALKBH1 PLEKHG7 ZFP90 KBTBD2 TLE3 SLC15A2 LHX6 BACE1 CIITA ZNF480 SERINC1 CASKIN2 CNOT6 INSYN2A UNC5C SHC1 C2orf83 CD276 NXPH1 CNDP1 MAN1A2 CDK14 RBM27 C6orf223 PCDH17 ZNF589 PRCP SORT1 CSF3 PRTG RGL1 CASD1 PLEKHH1 BCL2L11 ZNF689 TMEM119 KDM3B CHD1 BEND3 GABARAPL1 DIS3 UBE3A WDR81 NTRK2 CGN C1S SERINC5 KIF1B SEPTIN8 FLCN MRPL30 PAFAH1B1 KMT2A COL6A5 MAPRE1 DDX3X SCARB2 AKAP10 SOS1 SERTAD4 LRRTM2 STOX2 PPP1R14C SHISA7 GLIPR1L2 NCK2 MIR4646_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4646_3P EDA2R DNAAF6 IL6ST NR3C1 MOCS2 MAP3K7CL SCN8A PIF1 SUCO PIK3R1 CHTF8 SRGN CAMKK2 ARID4A CELF5 AMD1 TRIM58 FAM83B IKZF2 SLC10A2 WSB1 ZCCHC24 TERF1 IL20RA MEX3C ISYNA1 ZNF716 TMED6 TAF12 MYH7B ABHD13 CDH7 NAT8L LRRN3 HIP1 PANK1 STRN3 EIF4E2 ADGRL2 SMAD1 VPS53 BMPR2 ANO1 DSE FOXN3 SEMA4G RUNX1 GRK6 CNTN1 SERPINE1 NUFIP2 RASGRF2 LRRC55 MECP2 CPEB2 MPLKIP TTLL5 SLC39A11 MIR591 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR591 ZEB1 DNAAF6 ELAPOR2 KLF4 RANBP9 PFKM TMEM178B SYNPR MIER3 EOLA1 PKD2 SERBP1 CLPX VPS26A SPRR2G PPP2R5B SPAG6 CNKSR2 MS4A7 DLG1 SIN3A BORCS7 CBFB TRPS1 RBMS3 TUBB2A CLASP1 CCNL1 BCLAF1 KCNK2 NRK CCNJ ABCC3 AHCYL1 MEX3B SPARC MPP7 KLHL2 RRAD CNKSR3 GALNT2 PLCB4 PRR14L N4BP2L2 NEGR1 BNC2 KRT33B TAOK1 PPP3CB FBRSL1 MIR550A_3_5P_MIR550A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR550A_3_5P_MIR550A_5P ALDH8A1 PDPR MED29 CACNB3 EXPH5 XRN1 PSME1 MTDH PLPBP WTAP ZCCHC10 NUP93 CDK13 UNG UNC5A BCL2L2 RAP1GAP2 TTC39C LUC7L3 DPYSL5 BRD1 CENPO NFIC SAMD12 STK35 ZSWIM6 NT5DC3 PBX1 KCNMB4 CNPY3 CX3CR1 B3GAT3 MAP1LC3B APPL2 ATP1A2 GJC1 DSTN SOX11 TSTD2 CCDC68 ZNF689 TSHZ3 MEF2A MED13L ABCF1 ABCG4 ADCYAP1 ZNF710 NEUROG1 ULK2 ADPRH SCAP RTN4RL1 ADCY1 SRGAP2C ESYT2 AIPL1 DAZAP2 SHISA2 ST6GALNAC6 KRTAP20-3 DERA USP3 SESN3 TRAK2 IGSF21 MAP3K20 MAN1A1 RAB43 DENND4C CDKN2AIP MIR4764_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4764_3P PRAME PITPNM3 NBEA ANKRD44 C1orf141 TIPRL SPATA6 MAD2L1 AKR1E2 KIAA0319 TBC1D1 GTPBP8 NECTIN2 TARS1 ZNF546 LAMTOR3 SNRPD1 STAU2 FUT9 PTPN13 RNGTT ZNHIT3 EXOSC3 LRIG3 UNC5C KIAA0232 RFWD3 TC2N FAM171B DACH2 DNAJC21 ATXN7L1 TNFRSF10A KITLG FKBP3 POU2F1 MAP3K1 NMT1 SNX24 USP10 ARNT FGF9 SOX11 SSPN CDK8 RGS9BP PPP1R1C FEM1C CAPRIN1 RAP2A PLAAT2 CCDC112 OSBPL6 PCDHB14 AAK1 KPNB1 CYP1B1 PDK2 IFI44L JAZF1 LAMB1 ST8SIA5 HLA-DRB1 FABP5 TMEM135 BMP6 DCC CAMK1G MIR5685 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5685 LYSMD1 ALG13 TRIQK ZDHHC18 HNRNPR BHLHB9 KDM6A ITPRIPL2 CNR1 VWA8 FAM76A ZNF330 MARCHF1 GPBP1 STK32B TESK1 STAC2 GRIPAP1 INKA2 FAM217B RAB31 ASB1 UBE2D4 DDX6 NMT1 SGPP2 ADCYAP1R1 RIMS3 KDM3B OCLN TREML2 PLEKHA3 CPT1A PCDH7 GINS2 EVC CERT1 N4BP3 TMEM127 INHBB INPP5A KIAA1549 GALNT15 BCAP29 ARHGAP21 KCND1 MMD HABP4 WFDC2 MZT1 GRB2 MMP14 STRBP ZDHHC8 SUFU CNTNAP2 NAA50 KSR2 ZNF720 EMILIN2 C9orf72 VAMP3 ATP8B1 CFL1 STAG2 PHF21A TBC1D8B ADSS2 TNRC6A LRRC4 MIR595 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR595 NR2F2 AFF4 IFNA17 SLC30A8 ZNF845 TRAPPC13 HIVEP1 UBE2G2 NCAM1 SUCO RGN REPS2 UBASH3B SLC19A1 OPHN1 NTS SH3YL1 BCKDHB HINT1 CSMD3 IARS1 CHM GABRA1 KMT5A KIAA0753 AKR1C2 PPP1R21 CUL5 SLCO4C1 ROCK2 ARMC8 SPRED1 ETFRF1 IFNA14 SERTM1 ARHGAP1 CCDC85C USP10 FAM227A ZDHHC13 KIF21A MED13L IFNA7 CLTB ADIPOR1 PPP3CA BCAR3 IGF1 PLD5 HAS2 HSF5 BNIP2 COQ10B ODC1 ECT2L OGA ZFP91 YES1 BEST3 DUXA GAB4 DENND5A SCLT1 CLOCK MLANA MTMR10 SFMBT1 MIR483_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR483_3P INTS9 GUCY1B1 AMZ2 OGT TANC2 QKI ODF2 TUBGCP3 ANAPC15 ANKRD13A KCNN3 ZBTB26 BASP1 HEATR5B ZNF268 AFF1 CARF WDR44 EEF1AKNMT ZNF267 PGAM1 MTA2 CREBZF ICA1L PYURF MIGA1 ATP8A2 PRKAR1A EPGN USP24 PIGY MYH9 RBAK LCLAT1 CNOT6L GAN COL26A1 IGF1 SLC22A23 DCANP1 BAZ2B ZNF460 NRAS KIF3B HSDL1 TACC1 CDH4 CBLN1 GDPD4 FAM185A MED1 KIAA1841 PGAM4 STOX2 NEK9 MIR6797_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6797_3P CLEC1A POC1B RCHY1 PLS1 E2F3 SLA SSBP2 TMEM25 SCN8A EPB41L5 BCL9 HSD11B1 ENAH CPNE5 SEMA6D PCDH7 EID1 ZNF138 MAP4K4 CEP97 MYOT KLF7 SENP2 SLC6A2 HNRNPA2B1 DNAJB12 EP300 SLC4A7 MYT1L C4orf33 PPP4R2 RNF6 ARF6 PXYLP1 RNF144A TSC22D2 CACNA2D3 ASPH SUSD5 RNF2 AJUBA CPEB4 BBS12 PIK3CA SBNO1 KLF6 CAV1 C5 WDFY3 PCSK5 CLMN USP9X LRRN4CL RBFOX2 ETS1 SRBD1 SMG9 STOX2 NRXN1 TCIM MIR3659 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3659 TNFSF9 IDH1 CCNYL1 MANEAL PAK4 UBTD2 NRN1 CALML4 ZNF37A HTR2A DAG1 SNX3 ZNF367 CDK2 RIMKLA KAT2B EPHA3 EDNRB MALT1 GTF3C2 CYBRD1 P4HA1 MCF2L2 SORCS1 CCKAR GGNBP2 CNOT6 CLCN4 KBTBD6 NUDT12 GBP1 ZNF772 ARID5B KYAT3 RASA2 BTBD1 SLCO5A1 PHF20L1 AHR CLDN10 SIGLECL1 CDNF ZCCHC14 CLCA4 RSRP1 ECM1 HPGD GOLGA1 PRSS23 LMO4 STARD3NL RIMBP2 REL AP1G1 APELA SLC26A4 SIRPB1 GDA LYSMD3 UBA3 KLHL11 PHLDA1 TIMP2 FOXI2 AASS CCDC74B PRKCQ NSD1 ABTB2 RASSF9 RBM8A STK39 DOCK4 TRMT44 POF1B C1orf56 TBKBP1 MIR363_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR363_5P ZNF148 GSG1L CACNA1E TNRC6C TMEM178B IRF2BP1 ELMO1 SCRN3 IL17RD PREP EBF1 ZNF426 ATCAY TTC39C SHC1 TNK2 SMG6 SP6 EDA FRAT2 APPL2 MS4A10 SAP130 PAQR4 ISCA1 HIC2 BTN3A1 ITGBL1 TRIM67 CPS1 S100A4 MTHFR KCNK17 SLC6A1 SYT15 ZNF503 ATP2B2 ZDHHC22 CMTR1 SEMA6A VWDE SOD3 SYNPO2L SMCP ARMCX6 GRB2 PLEKHG4B MGAT5B CALN1 LINC02694 TMEM161B SNX27 ITFG2 CHAD CCDC150 ERGIC1 TRIM29 SLC24A3 H2BC21 ZDHHC21 TTYH3 PRRT1 RTKN2 SYN1 ATF2 MAPK6 OPCML ENTPD2 SMURF1 UAP1L1 ZNF827 MIR938 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR938 CREB5 AFF4 FAM219B SDHD RCHY1 GNB1 HOMER2 TNRC6C IRF8 CPT2 SFXN1 LIMA1 APAF1 SLC8A3 TTC17 SSH2 PDP1 FHL1 WDFY4 WWC1 PRDM8 PREP RBM5 PNKD KCNK10 CLCN4 ADM EED ERVMER34-1 ZBTB34 FAM210B IL17A TMEM97 RBM33 H3-3B USP25 TOMM20 MSRB3 TIAM1 NTNG1 SLC11A1 NPTN PRCP SACS EFNA1 STIM2 MAP2K4 SMAP1 SFR1 GPC6 RICTOR SPRED2 NCS1 GPRIN2 HERPUD2 SESTD1 DENND6A FNDC5 UBE2W EPAS1 TRIB1 H2AX ZNRF1 HNRNPA3 MOB1B YES1 CREBRF BZW1 DGKI ATP2C1 ZNF827 DGKH SHISA6 NTN4 ACAT2 MIR4690_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4690_3P LYSMD1 ALG13 TRIQK ZDHHC18 HNRNPR BHLHB9 KDM6A ITPRIPL2 CNR1 VWA8 FAM76A ZNF330 GPBP1 STK32B TESK1 STAC2 GRIPAP1 INKA2 FAM217B RAB31 ASB1 UBE2D4 DDX6 NMT1 SGPP2 ADCYAP1R1 RIMS3 KDM3B OCLN TREML2 PLEKHA3 CPT1A GINS2 EVC CERT1 N4BP3 TMEM127 INHBB INPP5A KIAA1549 GALNT15 BCAP29 ARHGAP21 KCND1 MMD HABP4 WFDC2 MZT1 GRB2 MMP14 STRBP ZDHHC8 SUFU CNTNAP2 NAA50 KSR2 ZNF720 EMILIN2 C9orf72 VAMP3 ATP8B1 CFL1 STAG2 PHF21A TBC1D8B ADSS2 TNRC6A LRRC4 MIR6831_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6831_3P PXK GRIA2 CNOT7 PPP4R3A TMEM199 IQCJ-SCHIP1 ZBTB20 APAF1 CD200 SMG7 RASGRP1 SCOC KIF21A BTC ETNK1 YY1 CCDC73 RB1 TMEM132B SELENOT MTF2 PAIP2 ABAT ZNF45 COPS2 BTG3 SYNC SLC22A4 SOX5 RNF103 NUDT5 TMCO3 NDUFA4 PIN4 MACROD2 TIFA BLOC1S5 ZNF397 IRF2BPL LRBA RTKN2 CFAP69 KAT6B BICD2 PRKG1 RCBTB1 ASH1L NANP PRICKLE1 RAD21 PDCD4 ZNF778 IGF1 SCHIP1 METTL8 SIDT2 IL1A ZNF17 MIR4712_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4712_3P SLITRK3 CBX6 NR1H4 LIPF FAM120C MID1 UBE2E2 SYNJ2BP-COX16 DCAF8L1 TRPS1 EDIL3 RFTN2 HSPA12A GAPT ACTR3C BICC1 CBR1 GALNT13 ACVR1C TMEM221 AFAP1L2 OPRM1 HIF3A ADAM12 GPBP1 STEAP2 ZFYVE1 RBM27 SNTG1 GPR158 ZNF652 ERCC6 ARIH1 CEP44 MAPK9 GTF2A1 IPO8 RTL10 SORCS1 FIBIN ITPRID1 ATXN10 VEZT MLKL FNDC7 CD226 LCE5A ATG12 KRBOX4 CRYBG3 AP000708.1 SEC22B SLC7A14 BOD1L1 PHLDA1 NIPSNAP3B P2RY4 ZC2HC1A INSR COX16 TMEM35A C16orf46 KIAA1671 TSPYL6 CARD18 NECTIN3 TNRC6A OLFM4 MIR4521 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4521 KCNAB3 DLGAP5 ENO1 RRAS2 FIZ1 UBE2C FBXO28 SH2D4B PTBP3 NETO2 HIPK2 DOCK5 TRABD TENM1 ABR CDC37L1 KLHL42 KCTD15 HSPA12A TTC39A UGT3A1 FAM234B LMLN FOXM1 PROSER2 ZNF22-AS1 EDARADD COPA NEDD4L ZFYVE1 MUC3A TAF5L FSD1L WWOX NCOA2 CDYL2 RNF141 EIF2AK3 CPNE4 LRRC19 CELF6 PPP1R16B VPS13C ZBTB18 ATXN1 RAVER2 ZEB2 ZMYM4 CNIH4 ARG1 CPSF6 ATXN1L ATG3 KLF6 CETN1 DMRT1 AAK1 ACAA2 MBNL1 PGM2 DENND1B DMGDH CENPF MSR1 GABARAPL2 BCL11A KIT SRGAP1 ZNF609 PABPC5 KLF5 WAPL ZNRF3 MIR4663 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4663 PCYT1B FAM98A MIER1 WNK3 FGF14 NUDCD2 NKX3-1 BOLL VASH2 ABCG2 TOP2A TBC1D28 UBR1 PRKAB1 SCN1B C7orf69 FYCO1 GPR17 FUT9 CDCP1 CFAP94 NFASC BSDC1 TRIM33 CREB3L1 RPS3A STK19 PDIK1L PDYN WFDC1 IRF6 SYNJ1 MEIS2 USP24 ZNF655 EXO1 AFF3 EIF3J ATPAF1 ATAD2B LGSN CCDC6 DBX2 PAK3 SV2C VEZF1 TMEM174 CUX1 MAP6 SLC29A3 CHRM1 FXYD6 PKIA SEMA4C USP3 SESN3 COL19A1 SNX4 ASAP3 AKTIP SMAD7 VSTM2L FTO GOLIM4 RAC2 KCNIP4 MIR1271_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1271_3P ALDH8A1 PDPR MED29 CACNB3 EXPH5 XRN1 PSME1 MTDH PLPBP WTAP ZCCHC10 NUP93 CDK13 UNG UNC5A RAP1GAP2 TTC39C LUC7L3 DPYSL5 BRD1 CENPO NFIC SAMD12 STK35 ZSWIM6 NT5DC3 PBX1 KCNMB4 CNPY3 CX3CR1 B3GAT3 MAP1LC3B APPL2 ATP1A2 GJC1 DSTN SOX11 TSTD2 CCDC68 ZNF689 TSHZ3 MEF2A MED13L ABCF1 ABCG4 ADCYAP1 ZNF710 NEUROG1 ULK2 ADPRH SCAP RTN4RL1 ADCY1 SRGAP2C ESYT2 AIPL1 DAZAP2 SHISA2 ST6GALNAC6 KRTAP20-3 DERA USP3 SESN3 TRAK2 MAP3K20 MAN1A1 RAB43 DENND4C CDKN2AIP MIR4802_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4802_5P ITGA4 CBLB BAX CAPZB PEAK1 GALP WASF1 PRUNE2 EDIL3 OR2H1 CTNNA3 ATAT1 SPAG1 LMLN TTI2 CCNA1 HMGN4 RBMY1D SH3RF1 TRIM41 CUL2 RBMY1E SCAMP1 EIF5 CAPN6 HGF MPDU1 PEG10 RBMY1A1 CCNL1 CALM2 ABHD13 YTHDC1 TFAP2D CCL4 ATP1B1 ATAD2B DLX6 DCLK1 DNAJA2 FAM169B AGBL1 SMS HECW1 FUBP3 KDM2A SPAG17 ESRRG WNT16 MDGA2 MAT2B ORMDL2 ZFP91 NMT2 LAMA1 GDPD4 FILIP1L VWC2 C16orf46 RBMY1F RSL1D1 STOX2 LMO7DN HOMER1 MIR5699_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5699_3P DMRTC1B DBNDD2 HIPK3 TNRC6C ELAVL4 TNPO3 CD300E PDE11A FGF13 ENOSF1 HAUS2 SLC24A2 SRFBP1 ISG20 ZNF26 GALNT13 ACKR2 VWA8 FAM86C1P GMCL1 TBC1D7 PIAS2 ACACB SH3TC2 MLPH KATNBL1 EMX2 GRIA3 ZNF14 EPHB1 MPZL3 SPTBN4 BACE1 GANC GLG1 EEF2KMT PAX1 TMEM170B GNL3L KCNB1 SRSF1 PTPN7 RPL32 MAP2K4 EPO CAPRIN1 SH3PXD2A ARPC1A C8orf76 CNOT4 NRXN3 FAM86B1 RTP1 ODF2L MYZAP HNRNPUL2 CCDC24 ADRB1 CD163 GCNA CDC40 CLN8 CLMN MFSD6 WDHD1 SEC23IP DTD2 TRIM8 DMRTC1 PRXL2C ARL17A CCDC141 MIR3672 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3672 HRH4 EIF4A2 CHL1 HDAC9 BZW1 RSKR ZNF331 MAP1A PLA2R1 ZNF662 USP22 FAM107B MTCH2 ARHGAP29 KIRREL1 CNTN1 GPATCH2 SV2B RPL13 CALCRL MAPK3 GASK1B ANTXR1 CCT6B EPB41L4A RSPRY1 CDK2AP1 VSNL1 PUM1 MTARC1 MRPS18B RFLNB POT1 KHDRBS2 EMP2 FXR1 ABCB10 FRMPD4 BMPR2 CHRNA9 ETV5 ZBTB41 RIMBP3B KMT2C KAT6A ZNF443 RBM8A STK39 USP15 MIR11181_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR11181_5P NUDT4 CREB5 KCNS1 GLG1 SGMS2 WNK3 UBE2D3 FAM117B CHL1 CMPK1 ITGA10 IRAK3 PWWP2A ZC3H12A MTF1 HDDC3 IGF1R CLSTN1 F13A1 EMCN GNAI3 ZNF385B FAM160B1 MITF C2orf49 TIAM2 PEX7 PIM2 HTR7 GRPEL1 GREB1 IL6 ICA1L SYCP2L FAM110C ARMC8 STX16 SORT1 MAP3K1 WDR47 NFATC2 KIF14 PID1 MDN1 SUSD4 C9orf43 MTOR ID2 TMEM263 JKAMP CSTF2 NEK6 ZFHX4 ABCC1 YIPF4 NR2C1 FAM102B MTFR1 KLF3 USP14 DAZL CEP126 MCAM FGD6 SNX4 TMED1 CREBRF MCM9 HNF1B DENND11 DNAJC3 ZNF831 MIR3126_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3126_5P PAK3 SLC4A10 CENPP HUS1 NDST1 TSPAN9 MCMBP VASH2 DENND1C BEAN1 ACSM5 ZNF614 KLK4 ENTPD5 FSTL1 BAIAP3 C11orf49 CSF1 CANX TMEM87B OAS1 OLFM2 IL22RA2 CIAPIN1 YME1L1 FAXDC2 UHRF1BP1 CASTOR3 DHH GANC COLQ EIF1 BABAM2 HYDIN SV2C ANKRD63 PPP3R1 VAMP1 SFPQ NCCRP1 SPRED3 EFCAB13 WASF2 HYKK PDS5A PTPN3 ZKSCAN7 SLC17A7 PGM2L1 TENM2 CARNMT1 GK5 HECTD4 GTF2A1 SLC24A2 GJB4 NR2C1 MAPRE3 CNNM2 DNAH8 PSME3IP1 SLC51A BLOC1S3 CCNT1 USP34 LY6G5C GAMT MIR3200_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3200_5P TENT4A GUCY1A1 LARP1B SENP7 SCN11A ARFIP1 TSPAN9 ACSL4 CHIC1 LIN28B SEPSECS ARMH3 TAGAP DLC1 ELP1 ZNF385B CYTH3 IARS1 BEND6 SLC6A2 LRRC31 DONSON UNC5C FAM214B SH3TC2 DPY30 YIPF6 SGIP1 CMAS ZSCAN12 RBFOX1 RGS18 UNC80 ZC3H7A PRKAA1 CDK15 SP8 SLITRK3 RPS6KA6 ID1 DSG4 BCAT1 TRIM5 ANTXR1 TOR1B TPBGL ZZZ3 STARD3NL SFRP2 FNDC3B SENP1 ONECUT2 GBP2 ATF3 ARID3B LRATD1 LCOR AMER2 MAML1 BOD1L1 AAK1 GIPC3 AMACR NT5DC1 MMP24 SNX4 SCML2 OLA1 ACTR1B CCN2 KLRG1 EMP1 MIR4791 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4791 SLC25A40 CTCFL TMEM265 CACNA1D ADGRE3 MYLIP OPALIN TRAF5 LGI1 GCH1 ITGA2 TCAIM GPX5 CADM1 SLITRK1 DVL3 TENM1 ERP27 SGCD PHACTR4 DHFR ZIC3 DARS1 NFASC EPM2A EFEMP1 FBXL17 FAM210B MGA ZNF197 VTCN1 IRF2BP2 NT5E PCDH9 PSMC2 C12orf29 OCRL NOTCH2 ERLIN2 MBNL2 USP49 SLC23A2 CRYBG3 SLC41A2 S1PR1 PATL2 ALAS1 STAU1 CDPF1 UBE2B IL11 FAM102B UTP25 PGM2L1 ATP5MF BCOR PTCHD4 CYP24A1 EFCAB14 PHIP CHRM5 FTO MAL2 BNIP3L TRIM44 PLEKHA5 ETV1 MB21D2 MIR154_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR154_5P VSIG1 CFAP97 LTBP1 CUL2 ADCY5 FZD3 PLAGL2 HNRNPR ZMYM1 ANGPTL2 CEP164 MINDY2 LHFPL5 E2F5 PCNA PTPRJ TET3 MYLK OVOL1 LIN9 ZCCHC7 DCAF6 SULT1E1 DISC1 SLC46A2 CAPN6 NOS3 PCGF5 RNF19A CAMK4 ADAM18 AQP9 HDHD2 NPTN ACTR3 TADA1 TMEM237 TMX1 MAP4 TMEM108 TOR1B SGMS1 VPS4B CDH20 SLC6A11 PIWIL1 HSF2BP CNGA2 HS3ST3A1 AGMO MYZAP IFIT2 CBS GATM CISD3 GLYATL3 ZHX2 VPS53 PCDH15 GABRR1 CDKN2AIP DMGDH SOS2 DOCK1 GALNT7 CBSL LYVE1 MIR4732_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4732_3P RFX5 LGALSL CDKL5 PPP4R3A HMGCLL1 QKI BBC3 GCNT1 JADE3 CNTNAP1 SLC35A4 PHACTR3 SYDE2 STARD13 CDH5 UBASH3B TRMT10B ITGB2 ZFAND1 BCL2L2 UBR2 IQSEC3 NFYA CBLL1 DUS1L IER3IP1 SH3TC2 DISC1 DNAJC14 GJA1 MCPH1 ADAR CBFB OLAH ZBTB37 ZSWIM6 ALCAM PRICKLE1 USP38 ATXN1 EXTL3 IGSF3 RBAK PI4K2B DUSP6 DUSP26 MXD4 KDM7A SH3BP2 ZNF704 LANCL3 IRF4 ABCC4 SNX18 PGRMC2 C1orf189 BAK1 ZKSCAN5 SBNO1 ENPEP SRF LURAP1L RBM20 TMEM135 INO80D KDM4C PHF20 PCDH7 NIPAL4 EFCAB14 TMEM132E HNF4G LRRC59 TENT5A MBLAC1 SEL1L UBR7 SUN1 TAOK1 ZBTB11 ZSWIM4 ASXL3 ABHD6 RAPGEF5 DOCK3 BHLHE41 RASSF3 MIR6856_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6856_3P ALS2CL MIB1 CAMTA1 FHOD3 HOMER2 RPGRIP1L CHP1 TMEM25 PTPRO RBM39 CDKL1 TXK ZC3H11A SLC39A10 RPRD1A RUFY3 ERBIN FGFR1 ZNF619 FGD5 DNER INPP5A CTCF LRRC15 PPP2R5E LETMD1 TSHZ1 RBL2 CDHR4 FAM131B UNC5C SHC1 CTCFL PKM ANKRD26 NXPH1 TGFB1 CALN1 CCDC142 CXXC4 ATP8A1 ZC3H7A GPAM ELOVL1 TTLL2 STRBP SZRD1 SERTAD2 CNTNAP2 MED13L KSR2 GNA13 SUFU UBE3A CACNB4 MYO18A FCGR1A FAM155A TMEM64 CHPF CNTN1 CSTF2T VPS26B FCGR1B NCMAP TMEM127 NARS1 KBTBD8 ZNF207 MIR2682_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2682_3P RGS6 CCL4L2 PALM2AKAP2 FAM104A SLITRK4 ANK3 KPNA3 RBM39 CCDC115 SPRY2 COBLL1 KLHDC8A KLHL29 RAP1A DIPK1A MYRIP ATP6V1F CDH8 MRC2 TOP1 RAD54L2 LINGO2 KIR3DL3 SLC26A7 ANKH DPY30 AL589987.1 SLC30A10 CDK14 RHOXF1 PNPLA4 NIPA1 EFNA5 DCAF5 ST8SIA3 ADRA1A DCUN1D4 MON2 AS3MT CD2AP ATG14 ANXA5 TMX2 TIA1 FAT3 C5orf63 EMX2 ASIC4 RMND5A COL12A1 KCNK2 PRKCA BSN WDR1 SLC24A2 MAGI1 BRF2 TRAK2 NUFIP2 EXOC6B BRWD1 SEL1L TMEM215 DMRT2 KCNA6 CXCR6 FUT11 TNFSF11 MIR1256 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1256 MASP1 AFF4 NR3C1 RALGPS1 ANKRD28 STX11 LRRC18 DMXL2 FUT8 R3HDM1 DHX9 N4BP2L1 CNEP1R1 RFTN1 HK1 HTR3A DEDD C12orf42 BEND4 RHOQ BCORL1 GHR HADHB RAP2C SUB1 CHMP2B TMED7-TICAM2 PRKAR1A PFN2 CYYR1 MRTFB H6PD CUX2 OTUD4 NR2E1 FBXO21 COMMD3-BMI1 RAB25 C16orf72 CDKN2B SLC23A3 POC1B-GALNT4 FDX1 DAAM1 GRIA4 PXN GABRE SLF2 MGA AKIRIN2 TAB2 MAPRE1 RAC1 ZNF474 NEXMIF PCDH10 SKIL POGLUT3 GALNT4 GABRB2 GLIPR1 BMPR1B SMARCE1 NRP2 PDS5B PDZRN4 PPP3CA STOX2 RTL6 WDR48 KDM1B MGAT4A RAP1B MIR3127_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3127_5P OTUD3 CDIN1 NCOA7 NCBP1 THRB PDLIM5 EIF4G2 SORBS2 ZNF37A NKAPD1 KCNQ5 FYTTD1 STAG2 TRDMT1 ADGRL3 CAV3 STXBP5L KIAA1522 PACSIN3 IGDCC4 RFX2 FAM172A PROX1 ARMC8 ANKFY1 ACTR3 GOLM2 SHOC2 RAB5B RAD9A RAP2A KSR2 PATZ1 RTKN2 UBE2D1 ATP10D E2F7 ZNF366 NFATC1 ZBTB9 NSD2 SLC25A24 TOMM22 FZD4 TMEM120B ZHX3 ACTR1B ANKRD34A WNK1 SEMA4F GGA3 CYP4X1 DENND11 ZC3H12C WAPL L2HGDH UPK1B ABHD15 TMEM179 MIR6779_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6779_3P MIB1 SEC14L1 DNMT3B UBE2V1 RILPL1 TNPO3 TLCD5 CACNA1E PPIF ZDHHC15 DNAL1 CDK2 ZNF605 SLC24A2 BDKRB2 FRAT1 ADAM23 NUP98 KCNK10 SAE1 PIEZO2 SLC4A4 SIN3A TMEM47 DDX31 MEMO1 ZBTB34 SMARCAD1 LRIG1 PRDM2 PHTF2 RIPOR1 NAV2 RNFT1 CDHR1 CLASP2 BRK1 CHST12 SMNDC1 PLEKHH1 SKIDA1 MAMDC2 KDM7A FBXO4 PPM1D TIPARP KRT15 PTPRG PARD6B JOSD1 ZNF516 PAK2 CAMK2N1 RREB1 ESRP2 ZC3H7B RGS21 SEC63 ZNF518A SLC2A10 ITSN2 TRIB1 FAM220A KLHL4 RFX3 DCAF7 RASGRF2 DGKI ITPKB MIR4740_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4740_5P LIX1L SLC25A21 SLC4A10 C10orf105 C5orf38 P2RX2 ENPP1 ZNF706 URI1 PDK3 ACLY CCL11 HSD17B13 RAB26 ELK4 ZNF84 PCDHGA5 PCDHGA11 THSD4 MSL2 PCDHGC3 PSMA5 TPM1 GIPC2 SPTLC2 PCDHGA10 WSB2 RIOX2 TCL1B ELAVL2 PCDHGA2 RER1 HCLS1 KLHL15 C16orf46 IMPG1 ZFPM2 ELOVL6 STAM2 PCDHGA12 PCDHGA3 BCL2L11 ZNF705E CNOT6L PCDHGA9 LIN54 ZHX1 GLO1 AHSA1 ENOPH1 ATG12 PCDHGB7 DAAM1 AGAP1 PCDHGA8 MSR1 ZNF705A NKAP PCDHGA1 PCDHGB3 KMT2A KCNIP3 CCDC62 ATF2 DEPDC4 PCDHGA7 DGKK FOXC1 EXO5 SMG1 SCRT2 MIR219A_1_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR219A_1_3P DYNAP SLITRK3 YY1AP1 ANXA8L1 TFEC KERA STXBP4 PDZD2 KPNA3 EPHA5 SEC24B ZNF117 JAK2 KCNN3 CD83 CTNNA3 CDRT1 MTCH2 MEMO1 PAQR3 GPR171 GBP4 MBNL1 ERAP1 PIM1 HECW1 MAK16 MINAR1 ZNF197 SNX31 BIRC3 TNRC6B YBEY FASLG ELOVL6 ZNF652 TTC39C IBSP DENND1B SLC10A7 SNX12 GLG1 ST13 ACAT2 FEM1C MDGA2 GPC6 ANXA8 ARF1 PABPC4 REG1A KCNH7 LAMA1 TRHDE SLC17A6 ATP2B1 USP53 CNTN3 NR4A3 RAB9B C12orf77 ERI1 MIR4793_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4793_3P ZNF471 ZNF658 MAP4K4 KPNA3 LMNB1 SNX3 RPRD1A DISC1 RDH11 GABRA1 RNF125 EFR3A C3orf52 RNF103 TENM4 LIN9 CAMSAP2 PAPOLG CSF1 CANX TIAM2 KBTBD11 ADGRE2 ZFAND6 NKAIN2 CHMP2B FAM217B ZNF93 ATP2A2 ATP8A2 TMEM255A SSR1 NUP214 BCCIP MXI1 CEP44 RAPGEF2 MAP3K1 ZIC1 SERTM1 RNF169 SOX11 DTNA CLCN3 SMAP1 MINPP1 TRIP11 VPS36 SDK1 SREK1IP1 MEAF6 SNX18 ISOC1 SESN3 PDS5A FNDC3A WDR1 BTBD3 ANK2 EHMT1 ETV5 TTC14 PRKG1 GATAD2A MAP3K20 BICD2 EXT1 SPIN1 SOWAHC CSDE1 MIR3117_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3117_5P TCF12 RCHY1 HIPK3 ARMCX3 GPAT3 NCAM1 DDX17 ZNF587B ZNF500 SEC24A RIT1 CNEP1R1 MYRIP VRK2 SGCD GRM8 CAPZA1 IL36G NF1 INPP4A ERC1 KATNBL1 MICAL2 CLEC12B FAM124B PCDH17 ZSWIM6 ADSS1 RTN4IP1 DDX46 MAPK9 CDK8 LYPD5 SCEL PTPRZ1 SLC16A1 RBCK1 MRPS6 ZNF235 KRAS EIF3H SESN3 MED14OS SLC5A3 UBQLN1 STAT5B ANKRD34B MBNL1 TRIM43 PCDHB5 FAT1 CAPZA2 BICD2 RHPN2 PTCHD1 RCOR1 FASTKD3 ITPKB SLC25A48 MIR4509 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4509 MMD ZKSCAN8 EFHC1 DCAF8 MBNL3 MYO1E DNAJB4 TNRC6C DICER1 ACSL4 TRPS1 SIGLEC12 ANKLE1 DLC1 UBE2H SPAG6 STAU2 TBL1XR1 CDH8 MISP TRAK1 NANOG ZNF559-ZNF177 NEU1 EFEMP1 AUNIP NFIB NF2 ZNF589 MXI1 C5orf24 ZEB2 CDCA4 SUCNR1 PPARGC1A CASK HIBADH ERH TGFBRAP1 ITCH ZFP90 LDHB MMGT1 CRYBG3 BCHE DENND1B MTREX MYF5 RBM18 PTK2 SLC7A7 ZNF773 PRKX GAB2 PTBP2 LHFPL1 ZNF697 ZNF708 SEPTIN8 ZNF268 WDR1 GBP5 CELF4 MYF6 TPR ANKRD1 ATP11AUN NKAIN2 UBQLN2 MECP2 MED26 MIR549A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR549A_5P SLC12A8 MTURN PDE4B CNOT2 METTL23 C17orf102 NDC1 ZNF331 SSX5 SEPTIN2 TSPAN9 RAI14 NR1D1 RANBP3 ZNF605 LYRM1 ASB2 PAN3 DLC1 SSX1 FOSL1 FAM216B NEDD9 ATP6V0A2 C20orf194 SSX7 C18orf63 ACTB GABPB2 AGA MTSS1 CAV2 RPTN ANO6 PSMA2 PPP2CB GRHL2 SSX2 CASQ1 SMURF1 ABRAXAS2 SIRPB1 SSX3 SMS CECR2 AMACR PPP1R3C OSBPL8 GP5 SSX2B C8orf34 PRKCI CHST8 EXT1 MIR34A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR34A_3P SELENOI TMEM176B SH3GLB1 RAB3IP SUMO1 PALLD SCRN3 GPN1 TCAIM TMEM74 DEUP1 RMI1 ZNF480 PAXBP1 MIEF1 RNPEP XRN2 KDM5B WDR72 ANTXR2 SHCBP1 EIF3C NTRK2 SLC22A5 SCYL2 DEPDC5 PDCD6IP HDAC2 EIF3CL CERS6 G3BP2 LRP2 MAP3K4 TACC2 PRSS12 GORAB MRC1 SPX UQCC1 ZHX1 NMT2 ABHD10 RNF135 PARP16 MSR1 TNF KIDINS220 YAP1 USP37 PTAR1 DYRK1A RUNX1 GALNT1 APOBEC4 HSDL1 NSD1 ADGRF4 EHMT1 RNF44 SNX4 CAB39 ARHGEF35 ECHS1 ZNF407 RFFL CADM1 PHF6 ADSS2 DDX27 PCDH19 ZC3H15 TET1 MIR616_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR616_3P KCNJ1 ADGRG6 ERBIN NR3C1 NEDD4L ARL8A CCDC141 CDC7 FGF14 DCUN1D4 HPGD LONRF3 TXK RDH11 SERPINH1 NECTIN3 SYN3 PRKAG1 RBM43 GC BRD1 BIRC3 C4orf19 LMAN1 SLC17A8 ATP2B3 MAPK9 DAPK1 ANTXR1 LSM11 KCNA4 SCGB1D2 MCPH1 TNFSF14 CPED1 PIK3C2B MAEL ADD1 GPBP1L1 RAB27B MBNL3 NCL ZNF22 DDX59 RNF144B PDE6H MIR4761_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4761_5P VSIG1 AFF4 PPP6R3 KLF4 MTMR4 ANKRD6 SYNCRIP SNAP91 ANK1 ITGB6 GSE1 FOXD4L5 SH3D19 SSH2 CCND2 PRKAB1 FAM91A1 EMCN CPSF7 TP53INP2 ZNF330 GPR3 ANKRD26 ABLIM3 KCTD1 PHF2 GRM1 ANXA7 FAM124B C4orf19 CSTF1 TBC1D10B PFN2 HMGA2 ANKS4B BMP4 TMEM170B C15orf32 ERAL1 MICB SOBP CD93 ARL4C USP6 ANKIB1 EPHA7 SMAD2 AK9 STAC PEDS1-UBE2V1 ULK1 AZIN1 AZGP1 TMCO3 PCDHB5 TBX6 UBE2V1 AP000251.1 USP32 ALPI ZNF468 IMPG2 ATXN2L ANKRD28 FBXO42 SECISBP2L CNTLN MIR5681B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5681B CREB5 SH3GLB1 TCEAL9 RAP1B HDAC9 TENT5D COX11 KMT5B PRDM6 GAPVD1 PIK3R1 COX10 BECN1 MTF2 GABRP PNKD NSRP1 FAM156A MAP4K4 IKZF2 MYCN ZBTB44 ADD3 DNAJC14 NHS AGPS WAC IGF2BP3 CLMP FAM156B DNAJB1 ANTXR1 SAXO1 DTWD2 DNAJB5 FBXO8 IKZF4 VEZF1 PPARGC1B FREM1 VWA5A AK9 ALOX5AP ZNF334 NUP160 SEC24C PLEKHA3 RND2 JMY KRT6B PHIP MMUT SCYL3 RCOR1 CCDC177 MIR4771 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4771 BCL6 FAIM CADM2 BDNF NPLOC4 EGR2 ABCC5 IGFBP7 MYBL1 FAM222B ZNF79 GABRA1 HECTD2 NCBP2 MAP4K4 PAPPA CAMSAP2 ZNF229 CFAP91 USP8 KLK15 TNRC6B C18orf63 VSNL1 CLRN1 RAB8A USP24 CLASP2 ENOX2 TPBGL NOLC1 ZZZ3 CYTIP INHBA CCDC6 EPS8 FILIP1L NUP160 DNAJA4 AVIL WDR48 SERF2 NUFIP2 CREBRF CAPRIN1 NIBAN1 ZC3H12C PAIP2 RBM44 ELF5 USP12 MIR655_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR655_5P IPO5 WDCP C5orf47 GNB1 PLAGL2 ACBD5 ENDOU TUSC3 HIF3A KLF12 LRCH1 PCDH15 CHTF8 LYRM1 AGO1 MSL2 ARMH3 TRIM24 MASTL LUZP2 RAB7A FYCO1 DIPK1A RHOB EVA1A CCER1 NR6A1 SLCO5A1 HCN1 RAI14 HTR4 PROSER2 OLFML1 PIAS3 LRRC34 TBX18 ZBTB34 CEP76 TSN ARL8A RNF19A CXCL12 ASCC3 NR4A3 EEF1E1 GPR12 ANGPTL3 SYT4 DSTN FKBP1A RNF126 KIF3C KDM7A ERLIN2 NRBF2 FOXL1 E2F7 MED13 ZC3H4 ADGRB3 HLA-DQA1 SYT11 SMARCC1 RPAP2 HGF PRKCA PHF20 ZFP3 LRRTM3 TRIO PUS1 SNX4 PXDN FBN2 ST18 KAT6A ARRDC4 KCTD16 MCCD1 MIR3160_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3160_3P ZNF217 CSN3 A1CF XPO7 TPRG1L ARL8A CRIM1 RPS6KB1 ST8SIA5 CUL3 ACTBL2 RAB10 CHTF8 CROT IFNA2 NAB1 RUFY2 TBL1Y FAM153A NCOA3 ADH1B MFSD9 LYZ FMNL3 TFAM HIPK2 ZNF611 CNKSR2 PDE7A CREB3L1 DIXDC1 TMEM11 SDHAF2 YPEL5 ATP8A1 ZNF699 RAMAC DEPTOR RNF144A SVIP FN1 NSMCE3 PCDH9 UVSSA C3orf70 REPS1 C1orf174 DESI2 CORO6 LILRA4 SLC6A13 CNOT1 ZZZ3 AP4B1 HOXA1 PUS1 BTBD19 LARP1B SLC8A1 VNN1 ALOX5AP GIPC3 FABP7 FAM153B MAP3K9 RNF168 TSPYL6 TET2 ID4 ZC3H12C LRRC75A MIR100_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR100_3P CEP68 OSMR CCT6A NBEA SAV1 ZSWIM5 ANP32E THRSP ECI2 PSD3 NAB1 ENKUR NECTIN3 LINC01517 EBF1 FAM169A ZNHIT3 RTN4 RHOQ TUBGCP4 RALA DNAJC27 DUSP11 PRR13 PHF20L1 ANO2 CBFB PACSIN1 ADAM18 ARFGEF3 BCAS2 ELSPBP1 SVIP OXGR1 TTC14 GGA2 SLC9A9 FBXL2 TMEM33 MAGOHB RBX1 FEM1C TOB1 ZNF326 FAM177A1 ATRX SGK3 SERPINB1 MSH3 VAMP3 AKIRIN2 BHLHE40 VPS53 BMPR2 NT5DC1 TMEM64 STOM E2F3 LRRC57 MIA2 FBN2 ZNF143 SOCS5 SEC24A ATRN TMEM167A ID4 SPIN1 SYT10 DOCK3 MIR1278 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1278 GRIA2 ERBIN RANBP9 RBL1 KLHL13 PALLD CNTN4 HHIP TP63 DISC1 SPTLC1 RNPS1 DNAJC6 RUFY2 MYH10 CNOT7 APPBP2 FUT9 SRGAP2B IQCA1 DCD ZNF417 TP53INP2 DPY19L3 ZNF711 BORCS7 STEAP2 STK17A CAPN6 ZNF146 IQCJ-SCHIP1 ZDHHC11 SERAC1 ATP8A2 MKRN2OS ZBTB43 LRP2 EIF1AX GPR137B ZBTB20 RTN1 PLXDC2 SH3PXD2A ARHGEF6 ZNF704 KLHL2 FXR1 RAPH1 KLHL9 MSR1 BMPR1A GEN1 TP53RK SRGAP2C ATL2 TMEM64 PSMB5 KIF5B TAOK1 PASK CHORDC1 POLK IL22 SMG1 ZNF750 MIR571 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR571 RABGAP1L OTUD3 KCNIP1 RANBP10 LINGO1 TRAPPC4 TNFSF8 KCNN3 TXK LMX1A FLVCR2 CDRT1 MEMO1 DMBT1 ZNF426 PIK3CG PIM1 CSNK2A1 RFPL1 KIAA1328 RGPD1 SLC1A6 SPAG8 BIRC3 SAMD12 RFPL3 RASSF8 CREBBP NECAB1 FAM163A ZBTB42 PAPOLA PAX8 GLG1 RDH12 MRPS18B RNF169 SLC6A4 CHD1 MTRF1 IL6R GPC6 ERLIN2 KDM5B ANKIB1 POU2F3 RAB9A HECW1 REG1A H2BC5 RUNX1 KCNH7 LAMA1 XDH MFSD6 CYP24A1 ITGA6 STRN XPO1 PPP1R12B CREBRF CLIC2 ATP5MD SS18L2 SCRT2 STK11IP MIR5591_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5591_5P EDA2R CBX6 FLRT1 HMGA1 ABI2 RGR THRB KIAA0513 PPP1R18 LMX1A MYORG NETO2 HECTD3 COL9A2 PLXNA4 RASGRP3 CDK19 RBPMS2 ST8SIA1 LAMTOR3 NUCB2 ATP11A PML MAP3K2 PPFIA4 DUSP23 DHRS2 ZNF22-AS1 ZNF510 MICAL3 FBXO10 SHPRH ATP8A1 TNRC6B PRX ATP8A2 MYO9B HIC1 RHOBTB1 CLEC4E STK36 SIRT2 FOXP4 ATPAF1 NUMA1 SPRYD4 VPS36 OR7D2 LY6G6C TBXA2R CCDC157 IPO13 AK9 SMCR8 PTAR1 ZC2HC1C USP54 OR11A1 NOA1 GINS2 MBNL3 NPTX1 KAT6A RAB9B MYCT1 MIR6751_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6751_5P CBX6 NID1 ZNF32 FAM155B ZBTB7A ASB4 PPP6R2 LHX6 KRTAP17-1 CTBS COL1A1 SEPTIN3 CLIP3 NFIC SETBP1 IGDCC3 DBT NUDT5 LARP4 IGF2 LDHA DNAJB5 ACTB PRR3 CITED2 SFTA3 C1QB SSC5D GNA14 HIP1 PRKCG CRTC1 HSD11B2 NOVA2 HACD4 PARP15 DAGLA MRPL3 PRKCA SLC45A3 ZNF474 FOXP4 SPRR1B ADAR PML ALKBH1 ZFAND1 KIF4B ZNF701 CPN2 PRR27 ZDHHC15 CFLAR CCDC186 RAB3A ELK4 LIMK1 C17orf107 MFN2 AMPH GSTM4 MAGI3 MEIS2 ANKRD60 DLX3 TBC1D30 ZSWIM4 DSCAML1 SCRT2 MIR1293 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1293 GSG1L SGK2 NXF2 ALOXE3 TMEM217 IL1RAP RAB5IF PALLD ROPN1 MCCC2 ROBO2 TGIF2-RAB5IF PDZRN3 MYORG SNX19 SYDE2 DTNBP1 PPARGC1B RAB14 FBXO41 PCBP2 COBL FMNL3 MGAT5B NMUR1 ASCC1 GPR55 KCNAB2 CALN1 CXXC4 ARMC8 HIVEP3 KCNH4 UCK2 TTYH3 MED13L RIMS2 SMURF1 PPP3R1 PATZ1 FBRS SORCS2 ANKIB1 THG1L NSG1 SIPA1L1 SESTD1 FGA TAB2 SH3KBP1 GTPBP1 NXF2B PHF8 GRAMD2A MAPK6 HSBP1L1 SLC16A2 GCNT4 ZYX LRP2BP ZMIZ1 NRIP2 KRTAP5-6 PURA MIR4641 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4641 REG3A ABCD2 CAMK2G CDH13 HIPK3 BTBD11 NKX2-1 TMOD2 MAPT VAT1L MR1 ZNF662 PPFIA2 TOP2A ZNF550 TOM1L2 FBXO41 CAMTA2 SV2B ACVR1C MYLK FBXL7 CDHR4 DIRAS2 ZNF765 LARGE1 YWHAH MS4A3 GNAT1 SCAMP1 CTXN3 WDR90 POLR3E PTGER3 PPP1R16B MXRA7 SMTN YLPM1 SARS1 RBFA MAB21L3 RNF138 EPN3 CCDC91 ZRANB1 FLOT2 MYO6 FLG2 RGS14 SERPINB12 KLF3 DLAT ING3 TFDP1 USP3 HS3ST4 MEIS2 NAA25 KLHDC10 RAB6B MED1 PCNX1 RAB3D ADORA3 MIR3144_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3144_3P ZNF12 TAF7L FAM166B SH3GLB1 MEF2C LPP SLC44A5 HSD11B1 SLITRK4 NCBP1 CDH9 LRRC18 SYNE1 DDX17 SALL1 IFT52 SAMD5 DPP8 CSTF3 SWT1 PATL2 NFX1 OPRM1 HDAC4 GEN1 MTRF1L PDE8B NR3C1 CCT6B DENND6A ERAP1 PTGER4 TWSG1 HEPHL1 FOXF1 RBM7 HNRNPH1 CECR2 HERC4 ZNF106 ZNF521 COX20 UBR3 CNTN1 PHIP PROX1 TYW5 FAM47E SATB2 EYA1 GPCPD1 GRID1 EIF1AX SGO2 MAN1C1 CTNNA1 RBAK SLC1A7 VKORC1L1 FAM122C PNO1 SLC2A12 MIR6529_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6529_5P HDAC9 TCF12 POP1 CDKL5 INPP4B SNX16 PRKAG1 NLGN4X PURB SALL1 BBX BTF3 KCNH5 MAVS VAPA PHB MXD1 CCSER1 CSTF1 NCOA2 MEX3C ZBTB18 PCDH9 FIBIN HSPA9 LZTS3 TAS2R20 CISD2 FBXO30 THSD7A ANXA5 TMEM248 MOSPD1 MAN2A1 KLHDC9 NIPSNAP3B STC1 DIP2C ANKRD34B RPAP2 AZI2 PTPN4 WNT11 PYROXD1 POLD3 DNAJC12 MIR4298 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4298 ESR1 LIX1L PTK2B ZNF736 CTBP2 TRPS1 TIPRL RUSC1 UBA6 RNF4 YWHAZ TM6SF1 SKP1 ALDH5A1 STMN1 CELF1 COL4A3 LHX6 SLC36A4 TASOR TMEM132B MINDY3 ARID5B CEP20 C11orf58 PPM1F FKBP7 PGM1 RAB23 MDN1 CSGALNACT2 KCNB1 NEDD1 GCSAM TRAM2 UMPS ATL2 PER1 SPIDR ONECUT2 LIAS GMEB1 AP000708.1 SHPRH ING2 SMAD2 ZRANB1 SEPTIN3 PECR PLAAT2 CDK19 ARHGAP32 NAA30 NEXMIF RASL10B ITGAE SYT10 DOCK3 MIR3120_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3120_5P C2orf72 HIVEP1 SMAD3 TMEM106A RCOR3 SULT1C4 DCTN5 CCDC47 WNT9B EPHA3 MKRN1 ZNF140 FAM149A CREB3L3 CNOT2 BRAP WDR6 SYNGR3 SCN8A CTIF COG6 NFIA CIAO2A SMAD4 SH3BGRL2 NAT8L STX3 SPPL3 STN1 SNPH VMAC NAA15 MPC2 DSCAM ADGRF5 PKDCC GRIN1 LEPR TBC1D5 KCNC4 OLR1 TREML2 POLR2F PLGLB2 POU2F3 IPO9 STMP1 SCAMP1 KMT2C N4BP2 AKAP6 ATXN2L BDP1 TMTC2 TLL1 ZNF527 PSEN1 PLPP3 HSPB7 WBP1L PFN2 SEC23A ST13 GALNT6 PDAP1 SOX14 CX3CL1 ZRANB1 DYRK1A ATP9B FEM1B PTPN18 CEP72 NSD1 RBMS2 ASPN PLGLB1 NR4A3 COL15A1 DSCAML1 CNTF DOCK3 EIF2AK4 MIR3622B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3622B_5P SOX6 FAM168B A1CF PPIAL4E SRGAP3 IMPA1 CWC27 ARL14 RAB43 SCNM1 MYO1B FAM126B PLCB4 CADPS TGOLN2 STAG2 PPIAL4C NPTXR NBPF14 ATRNL1 MUC7 CEACAM19 NKAIN2 SLCO2A1 NBPF9 HRH1 PLEKHA8 ZBTB40 GTF2I DNAJC5G EXTL3 RDH12 PHF21A SORCS3 CNKSR2 EIF3A NTRK2 NBPF20 TUB NWD2 ZBTB6 NBPF15 PCDHB13 PLEK2 HEY2 HSBP1 PDE7B NMRK1 MSTN BTBD2 CCDC92 KCTD15 PTPRK SOS1 KCNMB1 ZMIZ1 PPIAL4D MIR1587 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1587 NCOR1 ADCY10 ZIC4 TMBIM1 STRIP1 ZSWIM5 WARS1 TOX2 PHF24 KCNH5 TRAF3 CRISPLD1 TMEM216 TJAP1 NCK1 TMPRSS13 PLK2 CNKSR2 CMKLR1 GPR39 FBXL16 UBAP2L TGFA CHRFAM7A EIF5 MLLT6 ADAT3 ELOVL6 MSANTD3 PLEKHA8 SYNDIG1L FBXO17 KIAA0930 STK40 CHD5 BEND6 LAPTM5 MEF2A ITCH ARID3B KLK13 MDGA1 TAGLN FBXL18 EAPP TAB2 GIPC3 NAGA ERI3 TRIM66 CAMKK2 GNAO1 NIPSNAP1 ZNF609 ZNF219 SDC3 NPY CDY1B CD1B CDY1 MBTD1 MIR617 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR617 SURF4 DGKH PCMTD1 MIA3 TENT4B PAX9 PWWP2A STXBP1 PRPS2 NQO1 GLT8D1 ELF2 SRGAP2B CHD2 RAD54L2 KLF7 SAE1 SLC14A1 GINS3 CTBP1 MAN2A2 ZFX CSRNP3 MYO5A STPG2 PLD6 SCARA5 CMC1 EVI2A ZNF146 LRRC19 PDGFRL ST8SIA3 SMAD3 MYOCD MAP2K4 RFXAP PSMD12 EPHA7 ITCH ZFAND3 LEPROT CDKN2A HSPA2 AIG1 SRGAP2C CDK19 E2F3 JPH1 SEC22A PPA1 MLX SLC2A4RG TTC14 SORBS1 CEP350 PDK2 CACUL1 EPHA10 DDX27 NKIRAS1 UHRF1BP1L AKT3 MIR6871_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6871_5P ACSL3 PCDHA2 ADAM22 PGPEP1 PCDHA10 BRPF1 COX20 MYORG AURKA TRMT10B CHM CD302 SEPTIN8 VEPH1 PCDHA13 USP38 IARS1 SCN3A LY75-CD302 PCDHA12 UMAD1 CELF3 NAV1 ALCAM PCDHAC2 GNGT2 TIMM21 PCDHA11 ARHGAP24 TSPAN13 PCDHA7 PCDHAC1 DDX3Y TNFAIP8L2 NDUFAF3 PCDHA1 ELOVL4 GPR155 FSTL4 PURG ATL2 ZFP82 SLC8A1 PCDHA6 BTBD18 SLC22A16 PCDHA5 FUNDC1 KLLN FZD7 PCDHA9 C1orf74 PCDHA8 PCDHA4 GAS2L2 PCDHA3 PAK1 ARMC9 FAM126A MIR6793_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6793_5P UBN2 MYO1C FIZ1 TGFB1I1 TBCK BAALC TCF4 LGR5 GRIN2A BID SIRT2 ASB15 TIFAB FGFR1 CLSTN1 ZFHX3 PAXBP1 NPIPB5 POU2F2 TSHZ1 CDH6 VWA8 LHX9 MLLT10 KBTBD3 HOXC13 CHRM3 USP48 NFIX RERE GIT2 FAM167A NPIPB11 TMOD3 NEK7 SH3PXD2B TMEM108 SCG5 MED13L SLCO3A1 PRRT1 PGA3 TRIM67 TAB2 GPC4 KCNK9 MEF2D AMMECR1L PGA4 GCN1 FOXI2 UBR3 GCNT4 PGA5 BRINP1 TRIL FBP2 ARRDC4 CCDC40 GLYAT SOWAHC MIR6811_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6811_3P GP2 HOGA1 HNRNPF CASQ2 NELL2 BZW1 TPO CIITA ARHGEF10 MYO6 NUDT5 NSUN5 SEPHS1 UBE2K SARM1 DLGAP4 NCKIPSD INSM1 DTNA CXCL14 PTBP1 APBA1 CCDC91 CD28 DYNC1LI2 HMGN3 EIF4E3 ANAPC16 MDGA2 CLN8 TFDP1 SYT1 RNLS TMEM135 MECP2 KANSL1L DCC TNFAIP1 POLH RIBC1 SMOC1 FASLG PBX1 SUFU INHBA ROCK1 ZNF544 ONECUT2 BMPR1A ALG12 CHGA ST8SIA2 SEMA4C PPTC7 KANSL2 HTR5A SCARA3 MIR6503_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6503_5P NR2F2 DPH5 NCALD TENT2 SGO1 PDPR RAPGEF1 CCDC25 LILRB4 TUBB4A DNAJC6 SETD3 ATP6V0B PIP5KL1 SUPT7L UBE2Z NFASC GLUD1 ADAMTS19 AGO2 NDRG1 ZNF93 SAMD12 CXCL12 NEDD9 MAX UCMA EVC EXOC6 NAV3 DDI2 ESR2 BEND3 HSDL2 TMEM199 RAB30 ONECUT2 TDRD6 FXR1 GABRE ARHGAP17 TNRC6B TLN1 CFL1 AAK1 SPTBN1 ZNF266 ZNF609 ZNRF3 FABP7 ETV6 SEC24A TRNP1 ID4 SPIN1 MIR4637 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4637 PPP1R2 BCL2 ASTN1 MIER1 PJA2 ZBBX RARB PATZ1 ELOC GBP2 KLHL1 DMAC1 TOX CCNI2 HNRNPF MAGEB2 GPC4 PKLR ITGAV KCTD18 SERBP1 MINDY2 CDC73 HS6ST2 SERP1 GPATCH1 ESRP1 RBBP6 SIAH1 PGRMC1 GBP4 ATG7 KCNAB1 ABHD5 NF1 KL MYT1 MTRR HSBP1 ARHGAP5 POGLUT3 ZC2HC1A RNF115 JAZF1 OXR1 PPHLN1 TRMT6 LUC7L3 TOR1AIP2 CDK5RAP3 TCF24 GPALPP1 HIPK1 PDLIM5 FUNDC2 TMEM30A TMEM263 ABCA13 ADAMTS1 TMEM39A RNASE7 MIR4659A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4659A_5P IFNA17 POC1B PRRC1 DUSP12 RARB ZNF431 SPRY2 SH2D4B REPS2 RAD51D SEMA3A WIPI1 NQO1 SOGA3 SEC24A RBMXL1 LRRC15 RAD23B TBL1XR1 FRS2 RAB6C RAB6A LMLN CKAP5 CFL2 KCNB2 CYRIB KIAA0753 ZNF677 SOX2 MS4A3 LRRFIP2 TMEM132D FSD1L DEK ZNF365 SAMD12 CCDC82 SLITRK3 RAPGEF2 WASHC5 ABHD13 EIF5AL1 SS18 ANTXR1 RNF169 CERS2 CSPG5 HTRA4 IFNA10 LRAT ZNF575 TSC22D2 NSUN7 ZBTB2 SOCS7 SMG7 CYB5R4 KIAA0408 RSF1 PATE4 CAAP1 COX15 TMX4 TMEM72 SLF1 DBN1 PTCHD4 HMCN1 STT3B COL11A1 CDK14 BNC2 PDS5B ZNF714 CEP350 EPHA10 SMG1 MIR509_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR509_3P CES3 COCH ZNF423 HABP4 MCFD2 MMD2 SLC37A2 ZNF345 VEZF1 COG5 ENO4 MAP3K8 RNF130 MDH2 NETO2 RAD9A CACNB4 CDK17 YAP1 RAB5C PSD3 CALB1 USP27X EFCAB1 VPS26A XPR1 PRUNE1 MLF1 PLGRKT BRWD1 ERVW-1 SCG3 FAM240A VGLL4 JADE1 SH3GL3 RIBC1 ENTPD3 SORD KATNBL1 ST3GAL2 RBMY1E RFX3 RNF180 PIP5K1B DDAH1 KDF1 ZMAT3 PLP1 UNC13B LRRTM1 RBMY1F LRRC39 TRPA1 MMP19 SF3B4 ANKRD23 TCF7L2 SERPINB9 NR1D2 OSBP MIR6891_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6891_3P CCAR1 SIX1 SPRY2 HNRNPDL SEPTIN4 CNR2 MSL2 MON1B RIC3 KCTD3 AMOT ADAM23 PIK3R3 TMEM221 DCX PCYT1A DPY19L3 ATRNL1 GFI1 ANGPT2 SMARCAD1 CLIP4 CUL5 POLE4 PPT1 C1orf21 CERS6 RNMT NUDT13 CAMKV NPTN AGBL4 TTL IFIT5 RAB3B SNX20 PTPRT ABCC3 KCTD20 FAM168A MICU1 DENND4A RUNDC3B ONECUT2 TINF2 RRP15 STK3 ARHGEF33 HIF1AN NETO1 VDAC2 CEP41 SYT1 FLT1 ALG6 KPNA5 VWC2 RNF168 UBXN4 BECN1 PRKCI OLIG2 CREB1 APPBP2 LEMD3 ZNRF3 MIR4260 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4260 CBX6 MAG BCL2 CACNA1E RCAN2 ZNF32 CEP85L SLC24A1 RALGPS1 PCSK2 CNTNAP1 PAX9 TGFBR3 ZC3H11A LMO7 SLC25A23 TCHP NUTM2A CLIP3 NELFE FAM216B IL36B CRABP2 OSBPL3 GON4L GAS7 IGF2 ASIC1 ELAVL3 ZCCHC24 EIF5 VAPB PRX HEXIM1 H2AB1 PPP1R16B CREBBP STAT6 ST8SIA3 IGF2BP3 CALCOCO1 G6PC3 SGMS1 ZNF629 CRTC3 NUTM2B CREG1 SLC6A11 POM121 NR2E3 PRAF2 H2AB3 AGAP1 PRRX2 ESRP2 TLN1 FXR2 UNC13C ARHGEF33 PKNOX2 C17orf97 ZNF215 HECTD4 PPP1R9B SNX4 DDX42 PPP3CB MECP2 IL22 H2AB2 MIR664A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR664A_5P MACIR CDC27 ZNF74 RSBN1L CUL3 LRCH1 REPS2 GRAMD1B CNTNAP4 SYNE2 SLC16A10 DNASE2 BAIAP2L1 MTHFSD CACHD1 PSAP GRIK2 DCAF11 ZNF544 TCEAL8 ELP5 ATP10B SLC19A2 CAMK2G ENTPD1 CBX5 BTAF1 HDHD2 SPATA5L1 WIPF3 SEC23A PHLDB1 SPRR2E GALNTL6 APPL2 C15orf40 TMEM108 JPT1 ZNF629 SMAP1 SEPTIN7 LPP ZFAND3 EFHD1 NTRK2 KDR LRATD1 TBC1D2B FAM199X HMGCR PDE1B FAM193A WDR1 AAK1 CRACD DDX3X FAT1 ATP6V1C2 SORT1 MAPK6 YARS2 ZBTB4 PRKG1 HIPK1 TCEAL7 RALB MAPK8 PSME3IP1 PANK3 TMEM135 SCAF11 NR4A3 RHOBTB3 TCEANC2 AREL1 ARHGAP21 SYT1 MIR219B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR219B_3P IPO5 OGFOD1 UBN1 SATB1 STAR ZNF254 PACRG PEAK1 JADE1 ADGRF3 ECHDC1 SOD3 SAMD9 PHTF2 MPZ GRID2 PAQR3 EFR3A ZIC3 RAB6A TNFSF13B RSRC1 SAMD13 UNC5C YOD1 SOX21 EPHA4 KLF5 TENM1 EPHB1 IQGAP2 NR4A3 FMNL2 GJB7 CLEC4E NEUROD1 CSGALNACT2 FOXN2 ZFHX3 EOMES CD226 KRTAP6-3 ZNF561 ABHD10 FNBP4 GEMIN2 PLEC ESRRG NAV1 TCP1 PRKAR2B KMT5B SLC6A14 ARHGAP28 PDCD2 CAMK1D PDE1A IBTK DPP10 MIR3938 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3938 FARP1 MYH15 ZNF281 BCL10 ARCN1 NCOA7 RHOT1 TXNDC11 GPATCH11 LIN28B GLIS3 GCNT2 CDKL2 FRS2 UBR5 AMOT BICC1 TNPO1 SUZ12 SEMA5A MTMR7 CCSAP LRTOMT FKBP5 BRWD1 SUMF1 DUS1L TMEM47 FIGN OIT3 MEX3D BORA ZNF436 SLC16A6 PLEKHA8 SYTL5 LPIN3 TUT4 OR51E2 ANKRD54 CHCHD3 LRP2 FBXO38 PRKCH ZNF629 PKHD1L1 HOOK3 DENND4A SH3PXD2A PIK3CB NAA15 DMTF1 SLC35E4 SEC22B SYNE3 EPHA7 MAN2A1 PPM1E RPS6KA3 ZMYND12 PGM2L1 ANO1 SPIN4 KLHL24 MMP24 TFAP2A GXYLT2 WIF1 TAOK1 DNAJC15 MEAK7 MEIS1 RELL1 GADL1 ZNF800 FSTL5 MIR6883_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6883_3P SELENOI RBL1 OXR1 CHRM2 ARCN1 NRG2 GRIN2A CHD1L TENT4B STAT1 PAQR3 HDAC8 COP1 RBL2 ABHD5 ZFX SUMF1 TMEM47 FIGN OIT3 MEX3D DCUN1D5 MYT1L RRN3 FBXL20 UBE2K ARF6 CDYL2 IFT57 CRBN OR51E2 POU2F1 NCKAP1 AMMECR1 LRP2 COG6 FBXO38 NCAPG2 SRP72 GID8 FAM98B PLEKHG6 ARL1 CHD7 ABHD10 SEC22B ZNF875 CAMK2N1 LATS2 SUZ12 PTBP2 AIPL1 EDRF1 HECA PPL MEAK7 GADL1 ARFGEF1 RASAL2 GPR37 MIR6759_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6759_5P RBM12B SEMA6A TRAPPC9 PGBD2 LGR5 MMP16 C1orf141 SRR NKIRAS2 NCAPH TIFAB SGCD FGFR1 ZNF37A CLPX DLG1 PAXBP1 ETS2 OPRPN SEPTIN3 DERL1 FGG EDNRA SLC9A6 NFKBID MEX3A LASP1 CERS6 RERE MTSS1 EPHA8 ELAPOR1 ASPH TYRO3 NEK7 FA2H THAP10 TMEM108 SFRP4 ZNF705D ZNF705E SLCO3A1 COL5A2 PRMT8 JMJD8 KHDRBS1 SAA2 PLXNA2 KCNK9 SLC7A1 HDAC4 ZNF705A AMMECR1L VWF FOXI2 NCBP3 NEXMIF CNFN UBE2D2 PRKCI CAMK1D PHF6 CD37 GLYAT PPFIA1 GJA3 MIR6511A_3P_MIR6511B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6511A_3P_MIR6511B_3P GRIA2 FKBP5 HIPK3 PKIB MAP1B GPAT3 MFAP3L ZNF135 EIF4G2 MAPK1 ARRB1 SLC7A8 SETD7 LYPD6 ZNF781 TSEN2 LSMEM2 DLG2 RBL2 CAPZA1 NUMB PPM1A ZNF229 RAB2A RAP2C ENDOV ZNF74 RTN4IP1 ZNF107 LRRN1 BLOC1S6 SNCA RBPMS NUFIP1 FKBP1A ZMAT2 UBE4A SNX18 EPG5 KHDC1 COQ10B PPM1E SLC2A5 DNM3 ZNF493 VPS53 CCNT1 CD200R1L SLC30A8 CACYBP ARF3 PLCXD2 ZNF780B FJX1 CFAP54 ZNF189 KIAA1671 EPOP MIR3691_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3691_3P CREB5 AFF4 SELENOI TMEM81 NKAIN1 SGMS2 EHF HIPK3 AXIN1 CGGBP1 GPN1 KLHL29 ATXN2 NEMF RBM38 CYBRD1 STK25 G3BP2 PAN3 ENKUR TCEANC CPD ELF2 NDUFB6 FAM171B MIP LACTB SMARCC2 C19orf44 IQCK ZCCHC14 SLC47A2 GSPT1 MARCKSL1 PPP1R15B POLR2J2 HTR1D B4GAT1 RAB3B HNRNPA0 EMB DCP1B MCOLN2 GRB14 CDR1 CDK17 UBE2G1 POLR2J3 SLF2 FOXO1 GPATCH2L FAM102B PCMT1 PEX13 RLIM SFT2D3 VASP HRK EIF4A1 PDGFRA YIPF3 RRAGC KIAA1671 NR4A3 GABRB2 SCAI BLOC1S3 SPOPL SLC66A1L MIR6881_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6881_5P BBS9 SP7 DIP2B ARMC1 CBX3 SOGA1 TLCD5 DSE SYNJ2BP-COX16 JADE3 GRAPL SLC35F1 PCDH15 RHOA DOCK5 INA USP38 MUC15 BPIFA3 C1orf115 ARHGAP36 MINDY3 PAPOLG CDC42EP1 ZNF671 SH3RF1 LPCAT2 TRAPPC3 TXNIP ZNF143 DDX41 AASDHPPT VANGL2 POTEF CFLAR MAP3K1 AFDN SH3PXD2B RPRD2 GABRA3 ATAD1 PPP6C LARP1B LCOR PBXIP1 RIC8B PAFAH1B1 WDFY3 PENK DMGDH ETV5 NOVA1 COX16 VASP TRPC5 RAB27B NCR3LG1 HOMER1 MIR562 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR562 NR2F2 TAF7L C5orf47 COX5A RANBP9 MTMR4 C17orf102 SDR42E1 B3GALT1 MGAM2 FGFR1 MINDY2 SIRT5 ENTPD1 DLD MATR3 MRPS9 ZBTB14 RAD51AP1 CYLD GPALPP1 TBX18 RGPD1 CORO1C RC3H1 POGK PIGA IRF2BP2 PTH2R ZDHHC17 NECAB1 TPGS2 KCNMB4 ZBTB43 RFX3 CLASP2 PNPLA1 SPTY2D1 MCC ELL2 NEMP2 PTPRG ACTR2 ARHGAP17 PHF13 SH3BGR EFCAB7 PTCD3 SLC10A1 CETN1 FAM120A NRIP1 ERICH5 MLH3 FAF1 SOS2 ZBTB41 TFDP2 ME1 PTGFRN SERPINB9 NTN4 ATP2B1 GET1-SH3BGR TMA16 MIR4300 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4300 EDA2R FLRT1 HMGA1 ABI2 RGR THRB KIAA0513 PPP1R18 LMX1A MYORG NETO2 HECTD3 COL9A2 PLXNA4 RASGRP3 CDK19 RBPMS2 ST8SIA1 LAMTOR3 NUCB2 ATP11A PML MAP3K2 PPFIA4 DUSP23 DHRS2 ZNF510 MICAL3 FBXO10 SHPRH ATP8A1 TNRC6B PRX ATP8A2 MYO9B HIC1 RHOBTB1 CLEC4E STK36 SIRT2 FOXP4 ATPAF1 NUMA1 SPRYD4 VPS36 OR7D2 LY6G6C CCDC157 IPO13 AK9 SMCR8 PTAR1 ZC2HC1C USP54 OR11A1 NOA1 GINS2 MBNL3 NPTX1 KAT6A RAB9B MYCT1 MIR493_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR493_3P CIAO1 CDC27 RNF152 PRADC1 ETF1 C17orf49 SHTN1 KDM2B SLC13A1 FOXP2 SRSF11 MAD2L1 WDR87 CELF5 N4BP1 SLC29A2 EID1 WDR72 CIDEA OGDH CADPS NFASC ZNF765 IRAG1 AHSP DPY30 PGAM5 TOMM5 KRTAP4-1 ADORA3 CAPN6 POLDIP2 ABCB5 EPM2AIP1 PEG10 DKK1 COL5A1 GABRG3 HNRNPU FERMT1 SOSTDC1 GIGYF2 MACROH2A1 NCKAP1L LIAS VPS35 UPF2 CIC DYNLRB1 CSF2RB WDR33 GAREM2 FAM102B KIF3B LGALS3BP AAK1 CREB1 RAB22A FRAS1 ZNF584 HECTD4 STRN CPLX1 USP4 FANCE ZNF468 TSPYL1 PRXL2C MIR3152_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3152_5P FARP1 CEP85L SLITRK4 PPP4R3B KCNJ15 RPS6KB1 SMR3B PCNP RASA4 BAGE2 MIER3 CAST RAD54L2 ZBTB33 DPYSL5 HEPHL1 METAP2 ANKH ARIH2 MTCH1 RHOXF1 SPAG9 FOSB ZBTB4 ARGFX PROX1 AAGAB TSPAN18 EYA4 CHODL ERVFRD-1 CLTC VAMP4 RASSF6 KMT2D POU3F2 PPARGC1A CBX7 TOR1B SLC22A15 RBMXL2 SLC9A2 CHML SRSF8 BIVM PURG NDUFA2 ESRRG RMND5A TRIM64 TRIM64B NSD2 PTPN4 ASCC3 SMARCA2 MARK2 EIF4A1 TMEM62 COL27A1 PEA15 CCDC182 BCORL1 CNST KBTBD8 FNDC3A TLCD4 MIR1266_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1266_3P SIX4 CDKAL1 CCT6A TRAM1 DDX3X FOXD4L5 HS6ST2 ZNF227 AOPEP DLD MYO1B CLEC4A RNF146 TANGO6 PDE12 ATP6V1A RNF214 BHMT2 AXIN2 GJB1 MET GTF2H5 CCT5 TNRC6B CCNT2 AMOTL1 TAF5 NCKIPSD USP8 RAB23 UQCR11 FZD2 LRRN2 ZPR1 SNRNP27 RPL32 RAP2A EPB41L2 RFC3 FNDC1 ASXL2 CPSF6 FAM118A TRIM55 CXCL2 FLG2 RIOK3 ABCB10 CDH13 PRKCA POGLUT3 PPP4R2 KIAA1549L SENP6 KCND2 MIR6870_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6870_3P OPA1 RNF34 HYI RILPL1 ATP1A4 UBE2D3 DCAF17 SMR3B SCOC PRDM6 COMMD9 TRABD2B KAT14 GADD45A WAPL MAP3K8 C1QTNF7 SLIT2 CNKSR2 CCP110 DSCAM ACAA1 MIS12 FUT10 TFE3 BLOC1S2 CPNE4 ITPA KPTN ZNF493 LSM2 MED13L ANKRD34C PSMA7 WDR33 SYCP2 PLXNA2 GCDH PARP16 BTG1 VNN1 TBX15 OLIG3 ZNRF1 SOCS5 FTO TMEM87A MIR4305 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4305 LIX1L ST6GALNAC1 STMN3 MCOLN2 TNFRSF11A CACNB2 BACH2 BHLHB9 ATL2 ZNF799 PPP3CB AKR7A2 GUCY1A1 DAG1 TENT4B INTS6L KLF15 TMEM201 ENTPD1 MDM1 RNF103-CHMP3 CPEB3 ZFHX2 IP6K1 SMAD2 RAD51B MARK1 CNOT4 G3BP1 STIL B3GNT2 RSBN1 CHMP3 PEA15 ST6GAL2 PAFAH1B1 SCUBE3 TNFSF8 CPNE8 STK38L NIPAL2 HPS3 ZNF711 CBX1 UGCG ZNF44 HECA MTFR1L CDYL2 CREBRF PDS5B LHFPL2 PROX1 ZNF443 KIF5C YWHAQ MIR6753_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6753_3P NPHP1 PDPK1 PRG4 PPP4R3B CTNND1 AUTS2 RAB30 CTHRC1 PRLR PAK5 PIP5KL1 CREB3L3 SUPT7L SELENOT MTF2 TMEM91 ASIC2 CHD2 RAB11FIP4 CERK UBE2Z FBLIM1 CLIP3 GNAL C2orf83 ADAMTS19 NFAT5 NFIA SRC NDRG1 RC3H1 SGSM2 TBX5 SLC22A23 RAD21 SLC1A1 MON2 SOX11 EVC PAPSS1 KSR2 MBNL2 NAA15 THSD7A SRP9 NAGPA SERPING1 XPO5 DNAJC6 PPP1R9B SPTBN1 BICD2 TENT2 P2RY1 MIR6884_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6884_3P ADAM2 MMD SELPLG UBTD2 ATP11C CBL MCFD2 PGBD2 UBE2E2 ANKRD50 DSN1 BATF2 CROT KCNE1 HOXA1 ZC3H12B TNFAIP1 NFYA XPO4 MAN2A2 DEGS1 KIAA0232 COPA POLR3F MAN1A2 CA8 SDHAF2 LARP4 GPAM PXYLP1 NR3C2 NPNT CTDSPL2 TATDN2 RARG NLGN1 ZC4H2 MKX LZTS3 PTP4A2 NUS1 YWHAG TMEM165 ZBTB2 EMP2 GAP43 TEX29 CARD14 DPYS SH3GL2 FGF2 NSD3 SLC22A24 OSMR ATP2B1 ADAMTS5 RPRD2 EHD3 RIMS2 ZNF800 DNAJC12 CDKN2AIP MTMR10 RASSF3 MIR3616_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3616_3P ZSCAN30 COG4 DDOST RGS8 MCUR1 ZSCAN32 ORMDL3 ZBTB26 AURKA SSH2 FAM71F2 CPSF7 GADD45A PIANP MLLT11 NRG3 KMT5A TBX3 RGMB SYNPO FZD1 LUZP1 BPTF RGS7BP MAOB PLS3 PRX SRRM4 SHROOM2 PRR3 BNIPL OGT SORT1 VAMP4 ERGIC1 ARHGAP40 SHANK1 KCNB1 PTEN MTRNR2L3 PEG10 RAB21 GALNT17 MEF2C YPEL1 KCNJ6 MTRNR2L7 SNPH MXRA7 ZC2HC1C PTPRF ZKSCAN4 SPTAN1 MESD IKZF1 FOXN3 ESCO1 OGA DLX3 C15orf61 S100A10 CCAR2 FUT8 CLPB MIR6780B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6780B_3P KPNA1 TCF12 RBM24 TBCE POLR3C MCUR1 ZSWIM3 PCDH20 QKI DHRS7B RANBP1 FAM160B1 XRCC5 NTM BIRC2 IRF2BP2 EBF1 BCL11B TOX3 ITIH6 DNAJC27 LSG1 VAPB HECTD1 CCDC110 TXNDC5 EIF1 CLRN1 NLGN1 BAHD1 FMO4 RNF169 FOXN2 RECQL TMEM200A TMEM213 BNIP2 WAC BPY2B WDFY2 PPM1B HLCS NRAS TOR1B KLF3 SKI BPY2C MBNL1 TRIM43 GNG12 LDLRAD4 BPY2 PUS7L IVL PCMT1 HAUS4 GPBP1L1 MYCL TMEM35A TMEM132C TAOK1 TRIM43B TRIM44 WWTR1 MIR759 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR759 PCDHA2 SIX4 LPAR2 ZNF570 UBL3 NOTCH3 NEO1 DENND10 MALL C10orf67 CADPS CHEK2 NTRK2 TRAF3 ADAM12 SEMA4A PCDHA12 SOX21 RPRD1A ADGRB2 NFIB PCDHAC2 SMC1B PCDHA10 TSHZ3 OGDH C17orf77 FAM168A ZNF558 PCDHA5 EIF4E3 PEBP1 PAFAH1B1 OSBPL6 PCDHA9 INSR EOLA1 PCDHA8 LRAT MAGEA8 ETS1 PCDHA3 GAP43 PCDHA6 ATP2B1 AKT3 DCAF8 CHD7 KCNJ2 PCDHA13 SPRYD7 CHKA IGDCC4 MAPK10 PCDHA11 THAP2 PCDHA7 PCDHAC1 CLVS2 PCDHA1 DYNC2LI1 RNASE13 SOCS7 NFIL3 KIAA1210 MAGEA1 KCTD9 PCDHA4 KRTAP26-1 MDC1 TMPO MIR12116 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12116 CREB5 ZNF148 ATP11C HNRNPH3 DDX3X RORA CNBP CMTM2 ACSL4 ZDHHC15 PDXDC1 PRPS2 RFTN2 WFDC8 IFT81 UTRN GLUD1 DONSON TANK TAF5L ZSWIM7 KIAA1143 PRKAA1 LHFPL6 EIF2AK3 USP45 PIKFYVE NIN CBX2 RBM4 NEK7 NAP1L1 PI15 NUP210L SLC52A1 MIR1915HG ZNF407 EREG CETN3 SWT1 PRKD1 ZNF131 PUS3 GNRHR VIRMA CFAP47 ZBTB41 CDC5L NHLRC2 PLLP SCAI LRRC39 LRRTM2 CXCR5 MYO9A SLC25A21 DIPK1A ITGB8 MIR873_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR873_3P RFX5 FCMR NUDT4 BAG5 C2orf72 TRMT1L VGLL2 MTMR4 INTS4 YWHAB KRT23 TNFSF8 NAIP HTR2C UBAP1 DPP4 ZNF814 PAN3 MAP3K2 IRAG1 GHR SGIP1 EFEMP1 PTPDC1 SRL IL17D TNRC6B TXNIP SLITRK5 CDK2AP1 ZNF550 EMC2 PGM3 ANGEL2 ATF7 SLC1A1 CHMP5 PPM1D KHDRBS2 FMO2 GDPD5 LRPAP1 SCGB2B2 PDHA2 MTFR1L RELL1 RC3H1 FRAS1 EML4 KMT2A UGT2A3 CA12 LRRN2 CELF3 PSMD14 CD40LG SORBS1 WNT3 RBM8A KRTAP7-1 VKORC1L1 MIR1185_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1185_5P RGS6 HINFP TDP1 ALDH3B1 SYTL2 ZNF117 FGF13 NAIP COPS3 DISC1 SPATA5 OGFRL1 CRCP PRELID2 SULT2A1 KRIT1 KDSR NPL AHR MAOB ICE2 ODAPH CGREF1 DHRS2 TRPA1 AHNAK IFITM2 TMEM33 ITGA1 CD2AP CDC42SE1 BRWD3 ATP10D MIS18BP1 BAZ2B KIAA0408 ZNF280D VNN1 RFT1 MED23 PDHB PITPNB MMRN1 GTF2H1 SGCD SOS2 ADGRL1 DMXL1 MACC1 RABL3 TSPYL1 NCMAP ABCA9 TEAD1 BCAM SLC46A3 PEX12 CNTLN IFITM3 MIR6740_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6740_5P PMP22 VCP NCALD KALRN MTMR4 APOL3 CTBP2 FAM117B RPS6KB1 RBM39 ASAP2 FAM162B PLEKHF2 ELMO1 GRAMD1B ZC3H12B CTCF AFF1 DISC1 CHD2 PRRX1 TAPBPL POLR1C ATP1B4 GRPEL1 MAK16 GPR135 PHYHIPL PFKFB1 RBMS3 SLC34A2 TNFSF10 UBE2F SLMAP RPA3 KIAA0930 LRTOMT MOSMO TRMT10C ZFYVE28 TMEM174 MIS18BP1 SEPTIN11 SPRED3 JOSD1 GOPC PLEKHS1 KIF26B RGS21 CFL1 CCNB3 PCDHB5 DTX4 PPP1R3A ZNF578 ZNF236 KRTAP4-6 C3AR1 TAOK1 C5orf15 C5orf24 JADE3 HMBOX1 MRPL42 BRI3BP HAPLN1 RASSF3 MIR382_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR382_5P HNRNPUL1 NPHP1 SLCO1A2 PPM1M STXBP4 DDX3X JAM2 HNRNPD SMC3 SOD2 RGN PRPS2 GPR176 IFNA2 NOL4 PLCB4 ZNF138 TOP1 SLC16A7 SLC26A3 UQCRB ARIH2 ARID5B STIL PAPOLA FSTL5 SMCO3 AGPS ZSWIM6 FBXO28 UHRF1BP1 CASP3 VSNL1 LHX8 CTDSPL2 SLC4A5 NRK FOXN2 SYT4 CD2AP RSPO4 MFSD14B KIAA1958 PIAS2 SBNO1 SDK1 SLC45A4 NAALADL2 TMEM131 FUNDC1 RECK SLC17A6 ATP5F1C COL19A1 LACC1 TSPAN2 PPTC7 VMP1 ARFGEF1 SYT1 MIR4513 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4513 MBOAT2 PLAGL1 PDZD2 MDH1B MAP1B STX11 NIPBL RGS7 TK2 SPZ1 BICD1 CPS1 KAT6B CLEC4D OCLN NHLRC3 L3MBTL1 IL1RAP GLRA2 ZNF594 DAB2 MAPK10 SLC4A5 MYL1 MYOCD PNPLA1 CLDND1 DCUN1D3 ESYT3 KCNJ3 ZNF25 P3H2 VKORC1L1 GAN C1orf50 SV2C FMO2 LCP2 CLK4 PROZ PM20D2 MBNL1 PITPNB ICOS OSGEPL1 GSAP LSM14A MEAK7 HNRNPA2B1 MIR3923 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3923 KPNA1 RNF38 ZBTB44 TRIP11 SLC22A10 HDX GPC6 CACNB2 MLF1 MAP3K7CL OXR1 ADAMDEC1 DGKH NBEA MFSD1 GPM6A SP100 CPSF6 RAB10 ZIC5 YPEL1 SPTLC1 RPF2 MSR1 GTF2A1 KRT4 ST8SIA1 PARPBP DUSP16 ODAM UBXN2B ZNF674 CHRNA5 ZZZ3 C20orf194 CPED1 GRIA4 C5orf34 RBFOX2 STK17A LTV1 ZNF449 ARL5B TMEM167B C14orf28 WASHC5 GJB7 PAPSS1 AMIGO2 TET1 MIR6823_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6823_3P AGFG1 LIMCH1 MEF2C LILRA2 DPP10 BIRC6 HIF3A TBR1 LBH PSMC3IP CTBS DKK3 ITPR1 MEAF6 SENP2 ELOA APH1A CTDNEP1 TSPAN3 SPAG8 RHCG YAF2 MTMR3 SIGLEC1 TOP3A CXCL12 PRR3 ZMAT5 VAMP1 C20orf203 HNRNPU RAB3B FAM168A EMB AGTR2 RHO DHX58 BCAS1 S100A7A LARP1B RTN4RL1 CNNM1 NLK CSMD1 KPNA6 TNKS CHRNE TMEM167B DCP2 STK4 MMAB SMPD3 ARL11 ERCC1 PPFIA2 SPIN1 GRIN3A STON2 MIR3934_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3934_5P AFF4 IMMT SETX CRTAP TRAM1 RTCA NRG2 AGER FBXL3 PACSIN2 ESRP1 ADK IGF1R KCNQ2 CZIB GFI1 PLS3 MAML2 NETO1 TMCC3 CPPED1 CYCS SLC19A3 MB EPB41L5 CSRP1 ZNF713 ZNF623 RIDA ZNF275 SLC43A2 ACOX1 POP1 FRMD4A BOK TRIM5 ARID1A VAMP7 YTHDC1 DCC NCDN STAG1 SPON1 CYP20A1 ABR PPP1R16B TPH1 DENND5A GPC5 FOXK1 NEK6 HMX2 SPATA1 IGSF23 CXCL13 PARVA SMPD3 FBXO32 CYP4Z1 ZNF750 MIR632 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR632 KCMF1 MEF2C TRMT13 KLF4 EPB41L1 CAPZB UIMC1 SMR3B TOMM6 FAR2 SUCO LRRC4C NTM USPL1 AMELX FBXW11 UHRF1 CC2D1A ZNF45 RNF125 LHPP SPRYD7 ELF3 MBNL1 UBE2Q2 LIN9 RUVBL1 TANK ROR1 KIF1B NBPF9 IFT57 ZEB2 TAF6 SERTAD2 SAXO1 SNRK ADAM10 NRARP PSIP1 RASA1 AP1G1 ZC3HAV1 CASP14 UGT8 HOXC4 LAPTM4B CHST3 ARNTL ITGBL1 COLEC12 ZNF552 ING3 IKZF3 BCL11A CD40LG GPRIN3 SIX3 SELENOK SHISA7 ZFC3H1 MIR4654 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4654 ERMN TMEM41B PDZD2 ABI2 MARCHF7 ROBO2 PARP15 SLC25A23 PAXBP1 UBE2H POU5F1 ACACA TMEM221 TRDMT1 RAG2 FAM131B RELN MUC7 PIK3AP1 ELAVL1 USP48 DBT AOC3 POLDIP2 SLC28A1 ZNF107 H6PD BTNL8 ASPH BLOC1S5 NXPE1 KCNB1 CYP8B1 POU5F1B TSHZ3 DDIT3 RNF123 ANKRD49 ALDH6A1 DNAJA2 AP1G1 MEF2C AP000708.1 HSF2BP ACAN FBXO36 PUS7L USP3 COL19A1 MYO19 OSER1 MMP25 KIF13A MIR34C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR34C_3P EIF4E3 SIKE1 TAF1B DNAAF6 TCAIM OTUD3 RANBP9 PPP3CB WDR76 CAPN1 MAGI3 DNAJC16 RTL9 SETD3 RNF128 DHX9 MARK1 SP100 APC BICC1 TNPO1 KCNMB3 C3orf52 MAP3K2 PDX1 CAPZA1 NIPAL2 GGPS1 CFL2 SLC9A6 MTMR6 TMOD1 FLT3 KIF3A KATNAL1 DMRTA1 MBD5 SVIP EIF4E SYPL1 AEBP2 NCKAP1 LYST PRSS23 ZDHHC21 PPP6R3 TIPARP SMAD2 HAUS2 PLEKHA1 CWC15 SLC2A13 SMIM10 PRKAR2B GPATCH8 UGT2A3 P2RY4 FCHO2 NHEJ1 CAPRIN1 SCAI SPATA22 MRPL42 DCBLD2 FAM126A MIR4761_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4761_3P B3GALNT2 ARPP19 BIRC6 MAPK8 LRRC39 DGKH KBTBD2 FAR2 TMEM116 CACNB4 CHCHD7 IL1R1 ERBIN CDK2AP2 HLA-DPA1 UBE2Z BCL2L2 SRP14 NABP1 CFAP91 PRLHR OSBPL1A RB1CC1 EMX2 SNTG1 FAM170B CCNL1 ZNF655 CXorf56 PRR32 RAB25 LHCGR ZNF709 ERBB2 KDM5A RIC8B PUM2 SCGB3A2 NT5DC1 INO80D PTPRB CPEB4 USP42 TENT5A CACNG8 DMRT3 EIF4G2 ALS2 PPP3CA DESI1 RIMS2 SLC16A14 MIR1288_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1288_5P SMARCA2 FAM114A2 CD99 RRAS2 MOSPD2 SPATS2L MEFV KAT7 FAM122C GBP6 MEMO1 SETD7 XRN2 ZNF280B TNPO1 CERK CADPS FMC1-LUC7L2 GPR63 BEND6 ADD2 ZNF764 ERVMER34-1 C6orf120 CYP7B1 ZFAND6 SPINK5 COLEC10 PATZ1 ASB8 SNX12 LUC7L2 CTNND2 MAGOHB GULP1 NALCN SPO11 PLCB1 YWHAG FGFBP2 CCDC91 EIF5B PPP1R3B BRAT1 ZBTB8A CDC26 NOVA1 SNRNP48 TENT5A HDAC6 TAOK1 RIMS2 TRAPPC8 UBE2V1 MIR874_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR874_5P BRD2 CALU PRDM16 BARX1 KCND3 PDPK1 MLEC ZSWIM8 BRPF1 SUDS3 PKP1 CSF2RA EPHB3 IVNS1ABP AGPAT3 FYCO1 RAD23B ZNF316 CPSF7 TNPO1 DYRK1B HMG20B PEF1 SGPP2 DTNA RUSC2 DPH2 KAT2A VAPB HEXIM1 TNFSF10 CAPN5 STK40 DCAF1 MAGEB6 PTPN21 SNPH GPATCH2L RNF2 AHSA1 ONECUT2 ARID3B MPI PTGER2 RNF26 TMEM79 TBX6 P2RY4 DBN1 CBX1 ZNF512B MARK4 DNAJC24 PDGFRB SDC3 KCNQ4 WIZ NCAPH2 LPCAT3 PLEKHA6 MIR328_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR328_5P CBX6 PPP1R14B FAM98C GNAI2 OTOGL ZBTB7A MED20 COL5A3 SALL1 KLRD1 TUBB4A CPNE5 INAVA CELF5 NGFR ANKRD40 TCF7L2 DELE1 MLLT11 NFIC MEAF6 TSC1 PROSER3 SYNGAP1 SRCIN1 PLPPR2 NFIX NIPA1 FBN3 IGF2 ZNF385A SPATA20 PATZ1 IQSEC2 SERTAD2 SHANK1 BRSK1 ARHGDIA MROH5 VAMP2 DYNLRB1 RIMS4 LMTK3 FXR2 SKI GFER FOXE3 MYOM3 RPS6KL1 VSTM2L GLT1D1 SERTAD4 KLF16 CD7 FOXJ1 WIZ GRIN3A FBRSL1 MIR626 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR626 ACSL3 PIAS2 PUS7 FAM219B LILRA2 CDH13 KLF11 SLAMF7 GPD2 MTDH DDHD2 UBL3 PAPOLB INPP5A TTC39A SMCP SELENOT DYRK4 CNR1 TBL1XR1 POLR2M MBNL1 TENM4 DPY19L3 ABCG1 CA3 PRPSAP1 DUSP4 TRDN RNF6 TMEM182 BCL11A GJB2 HEPH CTPS1 ZCCHC17 ARFGAP3 NAA15 RAB21 TIPARP MITF LPA MYEF2 TYW1 ATP5F1C XYLT1 JPH1 COL24A1 CTNNA3 SOX9 AUTS2 LRRC4 ABCB5 GCOM1 MIR299_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR299_3P TMED2 TCF4 C1orf141 ADD1 ABCB9 OR2H1 DCUN1D1 PAIP2B PLTP ZNRF2 PAXBP1 SLC19A1 UBE2H CUX1 FAM71C ACACA FRMD6 TRDMT1 RAG2 LUC7L3 OPN3 ABCE1 RAB6A USP48 MAPK8IP3 RAB5A FANCD2OS TMEM99 ZC4H2 PPHLN1 STN1 PDE3A DDIT3 BTBD19 FSTL4 MYNN AP000708.1 EPG5 HSF2BP ZNF207 ACAN FXN SLC17A1 UHRF2 USP54 C1orf229 PALB2 HAO2 EIF2S3 YIPF3 DKK2 SP4 ARL6IP5 TNFSF12 PECAM1 PRSS22 ZNF800 MIR6811_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6811_5P EXOC6B ZNF384 CACNA1E RBPJ VIP BNC2 ZNF254 MMP16 AGFG1 ZNF117 ZNF273 SLC25A20 FLVCR2 DLST CMTM4 CCND2 SCNM1 ZNF280B KCNA2 TWIST1 ERLIN1 UNC5C TDRP ABLIM2 MKNK1 ACER3 DEPDC1B TRIM74 ANKRD29 RNF39 KRT76 PRRT2 BCCIP ITGB7 HECTD1 FBXO17 PDCD6IP CCDC149 EXO1 FBXW7 TMEM98 ITGAL PSME4 FCER1G MAF POM121 IFNG HECW2 SNX18 MED13 LRATD1 MAPK8IP2 DICER1 MTREX MAP6 TNRC6B VAMP3 KIF3B KLF3 CYP4A22 SOAT2 TCL1A LRP12 KRT20 ENC1 RAB33A TRIM73 TOGARAM1 SORBS2 RCOR1 SOST TET1 SFMBT1 MIR6511B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6511B_5P EXOC6B ZNF384 CACNA1E RBPJ VIP BNC2 ZNF254 AGFG1 ZNF117 ZNF273 SLC25A20 FLVCR2 DLST PACSIN2 CMTM4 CCND2 SCNM1 ZNF280B KCNA2 TWIST1 ERLIN1 UNC5C TDRP ABLIM2 MKNK1 ACER3 DEPDC1B TRIM74 ANKRD29 RNF39 KRT76 PRRT2 BCCIP ITGB7 HECTD1 FBXO17 PDCD6IP CCDC149 EXO1 FBXW7 TMEM98 ITGAL FCER1G MAF POM121 IFNG HECW2 SNX18 MED13 LRATD1 MAPK8IP2 DICER1 MTREX MAP6 TNRC6B VAMP3 KIF3B KLF3 CYP4A22 SOAT2 TCL1A LRP12 KRT20 ENC1 CD8B RAB33A TRIM73 TOGARAM1 SORBS2 RCOR1 SOST TET1 SFMBT1 MIR514A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR514A_5P MBTPS2 CAMTA1 PNMA5 CDC27 CACNA1E ASB9 BSDC1 KRT26 NEFL PRKG2 ZFAND5 CELF5 HSPB7 FAM53A CLIP3 BCL2A1 MMP1 SLC9A6 TDRD15 YIPF6 ELAVL1 TMEM132D EML2 IL17A PRKAA1 PRKAR1A ZMYND11 PTPN11 MYO3B TCF21 PROS1 POU3F2 ACADSB USP15 KCNB1 UBE2D1 CHCHD4 MIS18BP1 PRKCB ADAM29 TRIM34 DNMT3A PLAC8 TRIM6-TRIM34 ILF2 SMURF2 TLN1 NRAS ARNT2 SIAE NLK TRIM66 SLC45A3 CARF SLAIN2 SOX9 BRD3 SLC22A3 TCEAL7 KIAA1671 NR4A3 STOX2 TMEM167A ZNF569 KIAA0232 CSDE1 ITPRID1 KLF14 MIR7107_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7107_3P NPHP1 PDPK1 PRG4 PPP4R3B CTNND1 AUTS2 RAB30 CTHRC1 PRLR PIP5KL1 CREB3L3 SUPT7L SELENOT MTF2 TMEM91 ASIC2 CHD2 RAB11FIP4 CERK UBE2Z CLIP3 GNAL C2orf83 ADAMTS19 NFAT5 NFIA SRC NDRG1 RC3H1 SGSM2 TBX5 SLC22A23 RAD21 SLC1A1 MON2 SOX11 EVC PAPSS1 KSR2 MBNL2 NAA15 THSD7A SRP9 NAGPA SERPING1 XPO5 DNAJC6 PPP1R9B SPTBN1 BICD2 TENT2 P2RY1 MIR8059 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8059 AFF4 NSFL1C KLF4 ITSN2 ABI2 CAPS CNNM3 TOMM6 MAP1A TNFAIP2 GSTO2 MITF ACSL5 EVA1A DSTYK ATP5MD NR3C1 RELN SKAP1 FAM214B SMARCA1 CLCC1 CCSER1 ITGA11 ANTXR1 CSRP1 HSD17B8 ARPC2 LARP4 ATP8A1 CENPI HACD2 PPM1L CD44 POU2F1 CDCA2 TACC2 ESYT3 B3GNT2 FGF20 MAFB MTOR ADGRF5 ANKIB1 GPC4 IMMP2L SLAMF8 POU2F3 PRKD1 ATXN7L3B TTC9 CNGB3 CHRNA9 LRRIQ3 SLC16A2 XCL1 JADE2 FBXO32 ATRN CDS2 PNP MIR3137 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3137 EYA4 IFIH1 TPRG1L TMEM254 SEPTIN2 SMAGP BBX SEMA5B MAT2A FLT1 GDNF NR2C2 GBP4 ABHD5 JADE1 RAB2A TRIM74 RTP2 TSPAN3 PRKDC ADAR PEX5 NFIB ZNF652 BAZ1A DSEL HHEX ZBTB18 ZNF621 ERICH3 MSL2 MED13L ATAD2B MAF ZNF347 RAP2A DCAF12L2 TMEM263 BRWD3 MAP10 PLPP4 CLEC9A ZNF518B MGST3 TRIM73 NPAS2 TSPAN12 EPHA5 NOM1 PRICKLE1 ZIC2 ALS2 CLOCK REEP3 MIR4524B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4524B_3P UBN2 AMPD3 SHISA9 PROX2 PIP5K1A NSL1 FIGNL2 PDE11A ARHGAP12 GASK1B GNAL FAM126B IDH3A DENND1B COLQ IGF2BP3 MARCHF9 IBA57 CHSY1 DPP3 ATP5F1E SERPINI2 ZNF80 CNTNAP5 HS3ST5 FLOT2 NCOR2 ACSL5 YWHAB FAM110B CTSK ERP27 SF3B3 ZNRF3 RAB6B TMEM242 MRFAP1 MECP2 CAMSAP1 SERPINE2 FARP1 LPAR3 SLITRK4 RGS8 HMG20A MMS22L PLEKHF2 RAB10 ABCG2 SH3RF1 FIGN FOXRED2 ADCY2 COPRS LSM11 SPTY2D1 ZC3HAV1L MEF2A TP53AIP1 GPR139 CCDC6 KHDRBS2 TOX REPS1 ADCY6 PTPRB MYF6 KAT6A ZC3H18 PRRG3 ATXN7L3 RTN4 MIR3139 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3139 IKBKB ZKSCAN8 FGB WNK3 CTNNBIP1 RAP1B NDOR1 RORA MST1L NFE2L2 RPRD1A CCL28 FAM107A DKK3 PLAG1 TRPC4AP SLC44A5 TEF SRSF6 INVS GPM6A LSMEM1 GIT2 ARIH1 RPTN WSB2 GON4L AS3MT EN2 TRIM23 ATAD2B BAG1 EOMES REL RHO SSRP1 ASPA ADAMTS2 SWT1 NOVA2 GSK3B DCUN1D5 PATE4 FOXJ3 TAS2R14 GARRE1 OSBPL10 TNS3 FOXN3 CNTFR TMEM260 BBS10 JPH1 ADGRL1 NPY2R JMJD6 SKA1 BCAM ARL17A FAM126A MIR3614_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3614_3P CCL26 ECHDC1 GOLT1B DGCR8 MPZL2 FKBP10 FBLN5 EXOSC7 LIMS2 PIK3R1 TNFAIP8 PTPRD CPEB3 NF2 RAB7A EID1 ATP11B PTPRJ CDH6 CEP97 KCTD6 NUP50 DDHD1 RNF38 ULK4 NIPSNAP3A BBX PTPDC1 ACTB SRRM4 PCDH19 RNF19A FOXO4 KHNYN KRR1 FAR1 TAPT1 SYT9 CCNT2 DCLK1 BCL2L15 PJA2 FAM120A SALL4 CIBAR1 SMG7 ZBED5 GRAMD1B IGSF11 MAP2 ECT2L NFIB KLHL34 HS3ST4 DCAF7 MBNL3 WFDC6 CLDN8 OSER1 KCNRG ZBTB10 AKAP9 AKT3 MIR7845_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7845_5P PRDM16 CLPTM1 ZNF365 HUS1 TNFAIP3 TTF1 DISC1 VPS45 RASGEF1B PURB TBC1D22B SAR1A KLK4 G3BP2 NPRL3 AIF1L SDHA PTGDR CSMD3 GASK1B INPP4A SUPT3H KCNK13 USP8 BCL11A FBXL5 DDX6 SOX4 ARHGEF3 FAM83D ZFP28 CCDC150 KIF18A LRIG2 GOLGA7 CPNE5 LCORL SV2C DDIT3 GALNT16 CRELD2 ITCH GPX6 MEF2C STPG1 UBE3A EPHA7 ACTR2 FAM241A TRGC1 GNG2 TTR GABRB2 ZBTB4 CEP350 RABL3 SOS1 SIDT2 MIR4693_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4693_3P MC2R KCNIP1 ATP11C RPGRIP1L TARDBP ARRB2 PNLDC1 OSGIN2 MTF1 STRN4 SP100 ADORA2A MARK2 SLC6A15 HSPBP1 UNC5A KLF7 AKAP3 IQSEC3 ROS1 CYP39A1 ALG10 EPPIN SPRY3 PROX1 RBMS3 UBE2F GMNC PEX19 RSU1 ALPK1 PPARGC1A RAMP2 UNC5D JUN LZTS3 NUF2 THBS1 CDK17 NIPSNAP2 ADAMTS14 TM4SF20 SULF2 TRAPPC1 FLOT2 PHKA2 EFR3B ADCY1 LNX2 PDS5A TRDN INSR ADIPOR2 ZBTB41 OLA1 SLAIN2 POU3F4 PARP9 CCNT1 HECW2 ABHD6 MIR6762_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6762_5P IQSEC2 FAM219A DRP2 RCAN2 ALPG SOGA1 GGA3 PHKG1 DZIP1 PAX5 SMAD3 CPLX2 CHTF8 PRELP POLDIP3 NGFR USF2 CDH8 ATP1A3 TIMP3 KCNQ2 ANKMY1 IQSEC3 CRTC2 POM121 FGF23 TRIP12 LOXL3 ABLIM3 ZNF677 CEACAM19 CSPP1 SLC35F6 TSPAN18 TRIM28 FBXL5 FAM53B GPR137B ERN1 TMCC1 POM121C TMEM104 PIK3CA SLC25A29 RASD2 CYB5RL PENK BCL9L GNG13 ATG7 WDR48 ESPN SDC3 PARL UBR7 SDK1 GNAZ TYR TPPP MIR4733_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4733_3P ESR1 AKR1B15 MYO1E ACSS1 PDZD2 DAG1 CCL8 PHF24 DENND1C PPP6R2 HOXC10 SORCS1 IRF2BP2 CHD2 THAP11 HADHA PPP2CA DCX GLUD1 RNF185 PSAP HM13 RALA STX17 SEPTIN5 SRGAP2 CHMP1A CTAGE1 SLC46A2 AKR1B10 BEX5 LASP1 ZMYND11 SUSD6 ZFPM2 MAGEL2 CHAD CLDND1 TBCD KRT37 RIMS3 PPP6R3 CYB5R2 CHEK1 MOSMO ZZZ3 KSR2 CNNM4 PLEKHM3 AIG1 STXBP6 SLC18A2 CTNND1 MAPRE2 CAV1 SLC6A16 FGF2 ITPK1 SYNGR1 ZNF512B CYB561A3 PABPN1 SLC7A6 TADA2B ZNF189 COL12A1 ADAMTS1 ABHD4 TAP2 SHISA7 ASIC1 LARP1 MIR370_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR370_5P GSDME KLF4 FZD3 KPNA3 PCSK2 CACNB3 ZNF746 EDEM3 PURB CDV3 BACH2 SCOC SPATA6 GRIP1 MTF2 AP4E1 TTC39C PRPH LUC7L3 DPY19L3 CACNA2D1 MTMR6 USP48 DNAJC30 PPFIBP1 TAF9B SLC1A2 NELL1 EFNA5 CDNF C10orf88 IRF6 UBE2K AAGAB LRRC58 DDIT4L CTPS1 SMAD4 MARCHF9 DCAF10 SZRD1 KHNYN MSL1 FAM241B CCDC85C NLN OBSL1 RFX7 HIP1 C16orf72 KHDRBS2 NIPSNAP2 ING2 ANKRD17 ILF2 SCAMP3 EP400 PLEKHA3 CCDC57 USP30 MECOM MFSD6 CALCR KLHL4 NHLH2 ADAMTS5 ZMAT3 SEMA4F TMPRSS11E GLRB SPDYA POFUT1 NR1D2 NEK2 MIR631 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR631 COX14 STAM KBTBD2 DLX1 RUNX1T1 CEP57 FAM13A ARRB1 PHTF2 ELP1 SNX7 NR2C2 GMCL1 STX6 ACSBG1 TBX3 GPR156 ATP1B4 PAK6 METTL9 KCNA1 AKR1B1 HDAC2 ZNF461 FAM131B RBSN ASH1L RNF135 APLN PCDH8 TOR3A JADE2 OASL ARL5A FAIM2 CD28 TMEM104 HS3ST3A1 HIC2 SMIM17 ZNF131 TGFB3 NFYB DDX23 PSMB2 TOGARAM1 ATP4B PPTC7 PPP1R14C KCNJ10 ANKRD27 RAP1B MIR345_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR345_5P OLFM3 ZNF133 HABP4 UBE2D3 THPO TMEM139 MMP16 KMT5B TFDP2 RFC1 LDLRAD3 SORBS1 EYA3 RAD54B YEATS2 SLC16A7 GPR3 RPS3A SAPCD1 CTTNBP2NL ZNF14 MAP3K14 TJP2 ZNF879 SORT1 FSBP CD5 SEMA4B CRTAM TOB1 EPN3 FAM118A HS3ST5 KIAA1549 SLF2 MRPL30 USP15 RAB27B ACTR1B RPA1 HDAC8 BRWD1 KMT2C MFSD14A ID4 GYPE MIR342_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR342_5P SFTPA2 CASP9 PTPRN2 SHISA9 ZBTB7A SUMO1 SMR3B RHOH CPLX2 ACLY GALK2 ARRB1 ITGB4 FOXI1 TDRD10 CCER2 WBP1L FCER2 POFUT1 VPS52 SYNGAP1 HNRNPA1 SAP30L ACSL4 CLDN7 GPRC5A EFHD2 GCM1 IGF2 SLC48A1 FAF2 MPL MRTFB PPARGC1A BCL7B SOX12 CKB MYOZ3 C6orf223 TBC1D16 ZNF774 VSX2 SETD9 SPRED3 PPP1R1C PFN1 KCNC4 VAC14 TNFRSF6B AP006621.6 EFNA2 SIGLEC14 ZFP3 ARHGEF18 ADAM8 TMEM150A SLC2A14 FRZB LIMD2 CCAR2 UBE3B ITPKB MIR6774_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6774_5P BTBD1 PRDM16 PTPRM NID1 FAM120C SOGA1 SLC11A2 APEX1 CCL20 NXF3 TOP2A METTL8 ADRA1A EPHB4 KLHL32 KAT14 SEPTIN9 GAB3 TAF4B COL8A2 PML PLD1 CD69 PRX KIFC1 CYC1 BCCIP MTSS1 MPPE1 ESYT1 HSPA5 PYGB MAGEA10-MAGEA5 PLXDC2 CCDC6 NAA15 GLUL PM20D1 RUNX2 LRRC8A MAGEA5 PAFAH1B1 KMT2A RPS6KA3 DSC2 SKI CMTM6 RIT2 COG7 PIGZ UBE2D3 SIDT2 IFNAR1 MIR4721 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4721 MAX WASF2 ASB9 SV2A RGS8 UBE2O TNS2 CAPN11 JADE1 LRRC18 BMPER NLGN2 PKLR ASB15 ADAMTS4 ARMH3 CPSF7 ATP6V1F RFTN1 MLLT11 CMIP TAF2 DPY19L2 NRG3 STX1B ABCA1 TTPA RPL37 MTX3 TP63 ZNF354A FAM214B SCUBE3 KRT32 CALR CDCA7 LUZP1 SMARCC2 NHS PDYN BRINP2 ZCCHC14 CTDSPL2 SRY ITGA10 TMEM39A KCNB1 TSHZ3 CLDN12 SV2C DPYSL4 BTN1A1 FXR1 GAP43 UBE3A B4GALT5 RC3H2 FEZ1 NLRP5 RRAS2 MFN2 KLHL11 ACOD1 SIPA1L3 FAM13A NEGR1 SMARCE1 DLX3 CFAP77 BCAM ABHD4 MBTD1 MIR4448 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4448 MAT1A FHOD3 SOX7 EGLN1 CDH19 PKIB AHRR TBR1 NQO2 LDAH HRH2 MTO1 PAN3 OPHN1 FAM177A1 TBL1XR1 SALL2 CHD2 CCDC88A UBL4A STX17 KATNBL1 ZBTB34 BBX KIF3A TMEM161A GRID2 CXXC4 BPTF RNF4 ZNFX1 GABRA4 LRRN1 SCN1A NFATC2 ZNF680 NRG1 PDE8B AFG1L ENTPD4 PGAM5 NFYC CASP4 BRWD3 BRMS1L GATA3 AGAP1 SLC7A1 SCAF8 WDFY2 SLC31A1 TPM3 OSBPL6 ADAMTS6 MAP7 PITPNB EIF2AK1 ZNF616 CREBRF TMEM243 ARID2 GID4 RHOU PHF8 SRPK1 MRPL16 MIR576_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR576_3P NDUFAF5 GRM5 HAO1 STOX1 CNOT2 MARCHF11 MED27 EGLN1 NAALADL1 MED29 RORA MCCC2 CLUL1 MYBL1 KDM6A PAPOLB ENTPD5 MZT1 SMTNL2 ARHGAP15 MYOT DOCK9 STAG2 C9orf116 VWA3B ISL1 GABPB1 RAB2A EGR3 PHYH TAGAP DNAH12 ZNF680 TEX10 ADD3 C3orf70 GNG5 MPHOSPH8 PTPRT DDI2 HOOK3 TMEM65 MS4A1 SCNN1G TAB2 SPIB EFCAB2 FGL2 PPP2R5E LIN28A ADGRB3 FGF2 KLHL24 MAPK6 GTF2A1 SLITRK1 SIKE1 C5orf24 NHLH2 CALML4 GREB1 FAM9B RIMS2 MIR200C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR200C_5P SMARCD2 MEF2C HIVEP1 THBD CAVIN2 PLEKHF2 SYNCRIP IL7 DCDC2 VASN INA CPEB2 MYH10 PTGIS SMAD5 RAP1A GNAI3 FAM71D ARID4B HEPHL1 IRAK1BP1 C19orf44 MYT1L SLC25A13 PCDH17 ZNF14 MSRB3 PHACTR2 COL11A1 ZNF763 POTEF GNAO1 PCDH8 C1orf94 UTP15 ATP1A2 SYT4 CPXCR1 ZBTB8A PLXDC2 PITPNC1 RUNDC3B CNIH1 DTNA PAK3 CD47 MEAF6 SEMA4F HOXA4 SERINC5 CCNT1 GNG13 HS3ST3B1 MAPK6 HECA JMY PSMD14 MTM1 CAPRIN1 ZNF792 MLANA SLC16A14 EML1 MIR6847_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6847_3P CNOT2 RANBP10 SLAMF7 PPP3CB EPB41L1 KBTBD2 PATJ KDM2B BROX VASH2 KCTD1 HRH2 ZNF268 PTPN14 CNEP1R1 SMIM14 FUT9 GRM8 TMEM43 HIP1R PHF20L1 SAXO2 FAM24B PAICS PPM1L FEZ2 KCNK15 C1QTNF3 EPC2 RGS7 SGCE CHST11 ANO6 NCOA4 SLC44A5 ZNF174 ADARB1 TAB2 SPA17 LATS2 PATE4 UBE2N CPNE8 ADAM9 PCDH15 ARMCX4 CDH4 LIMK1 CKS2 MTM1 ARID2 LSM14A NFASC PSPC1 GNAS FAM24A ZNF195 TECRL MIR6841_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6841_3P CALU ICMT PTPRE FAM120C SPATA13 LCA5 MIER3 GPN1 NUDT10 TXNL4A EIF4G2 PRDM6 TLL1 SLCO1B3 HS6ST2 PAN3 CDKL2 GADD45A IL1RL1 SV2B RAB1B HOXC4 FYTTD1 CMPK2 TRIP12 CCSAP HNRNPA2B1 DNAJC14 SGIP1 SLC28A3 MTARC2 EPHA4 ODF4 GRID2 C6 STIMATE MTRF1L KITLG SPTY2D1 SYT9 UGT3A1 DCHS2 PFKFB2 BAZ2B ACO2 FILIP1L NCR2 DOT1L ESCO1 MYBPC1 PRRG4 DDX60L DOCK3 AKT3 MIR28_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR28_3P UNKL SSX2IP FAM168B MARCHF6 RSBN1L CACNA1G SLC44A1 CPEB3 RBMS1 VIM KLHL42 ARHGAP12 AQP4 STAU2 IKZF5 SLC26A3 TNFAIP1 GOPC UCHL5 NHLRC3 TRAF3 AMBN FRMD7 CNGB1 ARF6 MSI2 WDR35 CELF2 HIVEP3 TRMT2B NAA15 SYCP2 RAD51B MED13 ZNF713 GNPDA1 FUBP3 SPATA1 CDK19 PFKFB2 C5 INO80D MGP MBL2 LRBA ICOS ARL5B CCDC40 QRSL1 MIR6865_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6865_5P IDH1 CAMTA1 SNCAIP ATP9A PALLD DCUN1D4 ZSWIM5 RAB10 CCDC25 NIP7 ZNF367 CPEB2 RAB43 SPECC1 ABR DLG1 GOLM1 PIANP RNF125 DNAJB6 DCX UBL4A FAM76B ZNF124 FLT3 ATP10B EPHB1 ATXN7 TMEM52B TBP IFT57 FADS1 XKR9 STXBP3 VSIG10L CA7 BBOF1 CHD5 VGLL3 ACY3 TOR1B MED12L ISY1-RAB43 GLO1 POC1B-GALNT4 PLEKHM3 GCH1 AK9 DUOXA1 PSMB5 GALNT4 UNC13D PRKCI ZNF214 ZC2HC1B MYO9A ARFGEF2 PTGFRN MIR1258 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1258 ZBTB44 PCSK1 SLC30A7 MTMR1 CLIC4 PCNP WWTR1 PTBP3 TGFBR1 PAK5 EXD1 DNER RNF17 KLHL32 S1PR3 BBS7 RNF103 SERPINB7 DLG5 EBF2 PRLR ANXA3 PHF20L1 EMX2 NHLRC3 ZIC4 FASLG PMP22 RNF144A ZNF100 AQP1 LARP4B PRPF4B MBP ASH1L ASPH MYH9 SGMS1 SERPINB8 FAM104B UBE2H HOOK3 C12orf76 ZNF547 MS4A1 ATG12 HERPUD2 AZIN1 TMEM68 HOXD10 BMPR2 GNG2 SPEN GDPD1 CKS1B CSTF3 RYBP MEIOC ITPKB GALNT8 MBTD1 MIR1233_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1233_3P AFF4 SYNPO2 SCN4B SOGA1 FAH BIRC6 PCDHGA5 PCDHGB1 PCDHGA11 PCDHGC3 PDRG1 IGF1R BCO2 E2F5 CCL28 DNASE2 MECP2 PCDHGA10 TRIM32 SPECC1L PCDHGA4 COBL RAP2C PPP1R10 ZBTB7C PCDHGA2 AGPS H3-3B CYB5R2 IP6K1 RIPOR1 STYXL2 TUFT1 ZNFX1 DLGAP4 PCDHGA12 BMF PCDHGA3 FMNL2 PCDHGA6 RAD23B USF3 IBA57 PCDHGB5 PCDHGB4 PCDHGA9 TNFSF15 SFR1 PCDHGB2 CNIH1 ELFN2 FBRS SLC39A9 PCDHGB7 SH3BP1 C11orf87 ELMO2 PCDHGA8 LRRC17 PCDHGA1 PCDHGB3 PCDHGB6 AAK1 MTHFD2L TRIM66 PCDHGC5 ILDR2 FGD6 KCNMB2 MID1 PCDHGA7 NCOA1 FANCE SENP1 PCDHGC4 SHISA6 MVB12B ACAT2 ZNRF3 MIR4683 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4683 DYNAP FHOD3 OTUD3 SLITRK2 OSBP2 CD34 STAR HPGD RRP12 CYP4F11 REPS2 A4GNT RAVER1 LYSMD3 STAU1 TCF20 N4BP2L1 BCL11B FRAT1 VRK2 ALG2 ABCC4 TMEM229A RAP1GAP2 UEVLD HLA-DOB VTCN1 ATXN7L1 GTDC1 ADAMTS18 SH3BGRL2 CCL22 CHSY1 BRWD3 THSD7A SEPTIN11 SLC25A43 BMP8B ARHGEF33 BAAT DENND1B TBX15 CELSR2 OLA1 TMEM242 CNTN3 TSPYL6 INHBB ZC3H12C IL23A RBMXL3 CFAP97 SNRNP25 MIR3665 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3665 ASIC2 FBXO31 PDPK1 ONECUT1 TMEM178B ATP9A TSHZ2 NRG2 LBH ADGRA1 GRAMD1B MAGIX F13A1 ELAVL4 FUT6 ATG9A DOP1A TSHZ1 CDIN1 CFL2 SOX21 COL8A2 FAM53A CYP2C8 MYH9 ABCG4 ARHGAP10 QSOX2 THSD7A DESI2 BTG1 FXN ZNF397 EPB41L3 SLC9A7 BOK TRIAP1 GIT1 TRIO TMEM120B GRB14 PPP1CB MARCHF4 TMEM250 RNF10 DPYSL2 ZNF792 HAUS5 AREL1 KCND2 MORN2 CLOCK WIPF2 MAPK1IP1L TNN NDFIP1 ZFP41 ADAMTS19 TMED3 STRIP2 ABR KDM4A SLC4A5 ALPK2 PTPRT THBS1 RAP2A KSR2 TIPARP KRT71 MLLT10 ANGPT2 STK38L CXCL13 PPAN-P2RY11 SCAI DIPK2B TEAD3 RYBP SFMBT1 MIR3614_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3614_5P C3orf62 RASD1 CNOT2 DBNDD2 WNK3 MESP2 RGS8 PHC3 BCL9 MSANTD4 NCAM1 BACH2 SLC41A1 IDS PLXNA4 TRAF3 ADAT2 TPGS2 ZBBX LINGO2 AP3M1 C2orf83 MACF1 RDX PIP4K2B SP8 PHACTR2 WDR36 SLC13A3 PLCH1 GALC MKI67 NCAPG SPRTN MTHFD2 ANKRD49 SAP130 GPR162 ETNPPL ASXL2 GAP43 PITPNA NRXN3 YY1 TNRC6B SNAI2 C11orf24 UBE2B EML4 VSTM2A DCPS MAB21L2 FOXN3 ALPK3 FAM171A1 PHIP ELAVL2 RASGRF2 RASGRF1 RICTOR MERTK MAD2L2 AKAP17A POU2F1 KIF5C PCP4L1 ANKRD37 LRP6 MIR6869_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6869_5P CYP4F2 ASL ANAPC11 ZNF518A CYP4F3 ACSL4 API5 CFAP94 CA10 C2orf74 TBC1D12 DIO2 SDHC WDR20 FOXM1 ADI1 TRIM33 ZFP37 SHROOM4 RAP2C PRR16 RSPRY1 NDUFAF4 CC2D1B POGK PAK1IP1 ZNF644 HMGB1 XG TRPA1 ITGBL1 SGMS1 RTKN2 NAMPT RGS21 VSTM4 PSMB5 ZFP91 BRAT1 NKX3-2 PLPPR4 SCP2D1 FAM47A DMD UBE2V2 HAPLN1 MIR3975 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3975 C12orf66 SUOX DPYSL3 DRP2 GSR RNF24 OGT ZADH2 ZNF770 ANKRD6 PRUNE2 UBE2I SNX3 ETNK1 SLC15A2 PHTF2 PLXNA4 GPHN MITF MIER3 STAU2 NRG3 SLC26A6 TDRP NABP1 NPAS3 EPHA4 USP47 ZNF541 EOGT ENDOV GABPB2 ZBTB18 ERG28 MYO1H ZXDB TPD52L2 CLDN12 SEC24C APLP2 ERAP2 USP7 NAV3 INSR ZBTB41 CCN2 TMEM86A TEAD1 ANKUB1 HOXB13 MBD6 GLYAT BCAP29 MIR6876_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6876_3P ACSL3 PIAS2 PUS7 FAM219B CDH13 KLF11 SLAMF7 GPD2 MTDH DDHD2 UBL3 PAPOLB INPP5A TTC39A SMCP SELENOT DYRK4 CNR1 TBL1XR1 POLR2M MBNL1 TENM4 DPY19L3 ABCG1 CA3 PRPSAP1 DUSP4 TRDN RNF6 TMEM182 BCL11A GJB2 HEPH CTPS1 ZCCHC17 ARFGAP3 NAA15 RAB21 TIPARP MITF LPA MYEF2 TYW1 ATP5F1C XYLT1 COL24A1 CTNNA3 SOX9 AUTS2 LRRC4 ABCB5 GCOM1 MIR6801_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6801_3P SYBU DIP2B MICOS10 PCBP4 ADGRG6 DNMT3B PLSCR3 ZNF268 FBXW11 TSLP KDM5B MIER3 C16orf70 LOXL3 DST RABGEF1 OTX2 PTPN2 ZNF652 SEMA7A PMEPA1 GPAT4 EPC2 CHST11 CHD8 NUP210L MDN1 RIMS3 TTYH3 RBFA FBRS BLZF1 ZBTB2 TBC1D16 SLC45A4 SNPH GAB2 ZNF37A CDADC1 FAM78B C2CD4C NRP2 ZNF442 SLC6A6 CLPP SLC9A1 SENP3 GRHL1 SNX8 PTGFRN AKT3 MIR7851_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7851_3P SCN4B ABL2 OGT CYP1A1 ATG5 PYM1 WDR6 EDEM3 TNFAIP2 SLCO2B1 CNPPD1 CACFD1 TCF4 GFOD2 ZNF814 ELMOD1 CENPU CYTH3 UGDH BMP8A CAPZA1 AK2 STX6 SERPINA9 SLC38A1 LUC7L BOD1L2 SREK1 YPEL5 SF3A3 RNF144A LHX8 SMU1 BRPF3 HIP1 AP3S1 NFKBIZ UGT3A1 TSPAN33 COX15 SV2C RB1 TRIM47 NCBP3 BOK RCCD1 RARA PHIP C14orf28 GPCPD1 JADE2 PPP1R1A FOXJ1 MBD6 E2F2 RTL6 MIR1263 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1263 TMEM106C ZNF217 SLC38A2 PHLDB1 NAA15 KIAA0040 KLF4 TLCD5 CHD7 FBXO28 ASAP2 KDR FBXO11 WDR41 TOMM20L SNAP91 TLE3 ATP10A UBE2G1 STX16 ZBTB26 C11orf87 ST8SIA4 CSGALNACT2 SEM1 ATAD2 DYRK1B CYTH3 AP3M1 CADPS NAA30 LDB1 MAP3K2 RPS6KA3 DIXDC1 RGPD3 SLC25A46 CDH2 FSD1L TMEM150A TRMT6 MSI2 STX3 PRPF4B SMAD7 SLC2A1 PDGFRB IDUA ZEB2 LRRTM1 ANKS1B TMEM179B ANKS1A MIR4741 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4741 EDA2R PPM1M MORF4L2 FXYD6 PCBP3 PLK2 SETBP1 FBXL16 PDE4D ZNF410 RGSL1 TXLNG MSANTD3 SRY PRPF38A GRAP2 ADCY1 JADE1 PHF11 PPME1 LRRC32 RAB22A GIPC3 USP9X ZNF609 PTPRF STK40 NKAIN2 EEF1AKMT4 MBTD1 NCOR1 ZFAND5 LDB1 POLR2D MAGI1 C19orf84 PLEKHA8 PCDH11X HAGH CDRT1 SBF1 PLXDC2 DNAJA2 TAB2 LNX2 PPM1H SDC3 MMAB LARP1 MIR6815_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6815_5P IDH1 CAMTA1 SNCAIP ATP9A PALLD DCUN1D4 ZSWIM5 RAB10 CCDC25 NIP7 ZNF367 CPEB2 RAB43 SPECC1 ABR DLG1 GOLM1 PIANP RNF125 DNAJB6 DCX UBL4A FAM76B ZNF124 FLT3 ATP10B EPHB1 ATXN7 TBP IFT57 FADS1 XKR9 STXBP3 VSIG10L CA7 BBOF1 CHD5 VGLL3 TOR1B MED12L ISY1-RAB43 GLO1 POC1B-GALNT4 PLEKHM3 GCH1 TMEM52B AK9 DUOXA1 PSMB5 GALNT4 UNC13D PRKCI ZNF214 ZC2HC1B MYO9A ARFGEF2 PTGFRN MIR8056 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8056 PPP4R3A TPM4 PDZD2 SEMA6A RORA ACLY RPS6KC1 KCNMA1 DDHD2 CPEB2 CSDE1 ZNF185 LYRM2 DARS1 PARG PLCB1 FMOD PDE4D ZNF135 ZNF74 CHRNA5 BLOC1S6 RFC3 ATPAF2 ERBB3 YTHDC1 SPPL3 MRPS14 LMO4 UNC5D SLC6A13 HSDL2 FBXO30 C4orf45 DAZ3 UPF2 DAZ1 VAX1 DAZ2 SLC6A14 DPT SLC36A2 ZNF442 PABPC5 ZNF189 KIAA1841 KCTD16 XRRA1 RYBP AREL1 MIR4474_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4474_5P ZBTB44 PPP6R3 SRSF7 ARMCX3 UBE2D3 HPSE2 PTBP3 ZFHX3 TRIM58 CWC27 EML6 SLAIN1 GPR161 IST1 F7 STARD7 TESK1 PPM1G LUZP1 RGL1 TMEM255A TXNDC5 TPT1 NLGN1 MRPS35 PTX3 XG OTUD6B ATG12 ATP2B2 RAB8B RYR2 KCNA4 FEZ1 BPNT2 PACC1 OSBPL6 TACC1 UBE2D2 TUBG1 ITK GPR52 CCDC140 RNF180 AWAT2 SGTB KLRG1 LYVE1 PLXDC2 LIN7C SYNJ2BP MIR664B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR664B_5P NAA16 NCOA4 RBM23 SEC23B RBL1 DLGAP1 SPRED2 ADRA1D SCN8A BNC1 LDB2 ZNF212 PRKAR2A SIGLEC6 FBLN5 MICU3 CPSF6 MTERF1 SCNN1A FOXI1 PRKAB2 USP27X MBD4 ACO2 RSBN1 RBBP4 TAX1BP1 TOX3 PSMA3 FCN3 ACTR1A SMPX ZNF562 PGPEP1L UHRF2 UBL4A PLEKHA3 DFFA PHEX RAB6A TROAP CCNE2 KCTD9 TFAP2A ETV5 MDM4 HDHD2 ABCC4 DGKI HSD17B6 CHRNA3 PPP1R15B NAPG AUTS2 FBXO33 MCTP2 TSHZ3 MIR1243 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1243 ARHGAP31 H2BC18 RAP1B GUCA1C TMEM267 TENT4B SALL1 GOLGA6L1 CLUL1 PRKG2 DNAJC6 RMI1 ZNF382 HNRNPH2 TBL1XR1 ERC2 ZNF608 AMFR SLC11A2 STXBP5 OSBPL11 SGIP1 TAGAP YME1L1 WDR77 C10orf88 HACD2 PTPN11 TMEM30A MYOZ1 GOLGA6L6 AEBP2 CA1 TRIM4 RAD21 TSTD2 SSPN FRRS1L RPL36A-HNRNPH2 ATAD1 ANKRD63 THAP6 ZNF561 TLR4 ZC3H4 GNPDA1 MAP3K5 SUZ12 ECT2L HOXD10 CEP72 TNS3 MBL2 TPP2 ZNF649 CALCB AGK PALD1 STC2 ASXL3 ASB7 PLEKHA5 TEDDM1 MIR8083 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8083 GSG1 SP7 TULP3 NRP2 PRIM2 SLC44A1 APBB2 PTPRD BCL11B GIPC2 BTBD7 ALDH1A3 GABRP HCN1 TMPPE TTC8 SYNCRIP VCAN EIF3C SLC22A5 ZMYND11 CLDN18 EIF3CL C1QL3 PSAT1 SCUBE2 CASK ITPRID2 HSPA9 STRN3 DCP1B DCLK1 KHDRBS1 TOX INTS5 PLCH1 MAML1 HAL DTWD1 ATP8B1 AFTPH ZHX2 DEFA6 AZI2 ZFP3 DPP8 SFTPB ZBTB41 KLF7 TXNIP KIF13A SSH1 LRP4 PDE6H MIR3914 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3914 SLC32A1 TPRG1L DYNC1I1 NDST1 DISC1 RPS6KB1 PHC3 PAX5 BSDC1 KDM6A CDKL2 CIPC TNFSF13B DLG5 TRIM33 FAM122C OSBPL9 TOX3 FGD3 KIAA1217 SRRM1 GTF2I TCTN3 SRSF10 SERTAD2 IFNGR1 YAF2 AMOTL2 PRPF38A RTN1 IL3 SLC2A12 RIMBP2 ATL1 MAP3K8 PIK3CA DDX10 CEMIP2 TMEM254 SESTD1 PRTFDC1 ZNF697 TRIM62 SLC25A28 EPC1 MFSD6 STT3B DCAF7 BRWD1 LYVE1 CDKN1C SPIN1 ARX WBP4 MIR4515 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4515 REM2 CRH DMTN URI1 PLAGL2 LGI1 DCAF8L1 TGIF2-RAB5IF DOCK5 AGO1 PPP1R12B TSLP CRIPT GPR65 PSMA3 AFAP1L2 BEX4 DENND3 TBX3 ERP29 GABRG1 FAM102A ZFPM2 GGT5 RAB5IF CEP78 RAPGEF2 ZNF655 SPANXN5 MGAT4A N6AMT1 LAMC1 EPB41L2 SPANXN1 FILIP1L TSNARE1 SENP5 HYAL3 RAPGEF4 GPX2 TTF2 KCNMB1 APPBP2 TSHR RCOR1 MIR6864_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6864_3P HRH4 EIF4A2 CHL1 HDAC9 BZW1 RSKR ZNF331 MAP1A PLA2R1 ZNF662 USP22 MTCH2 ARHGAP29 KIRREL1 CNTN1 GPATCH2 SV2B RPL13 CALCRL MAPK3 GASK1B ANTXR1 CCT6B EPB41L4A RSPRY1 CDK2AP1 VSNL1 PUM1 MTARC1 MRPS18B RFLNB POT1 KHDRBS2 EMP2 FXR1 ABCB10 FRMPD4 BMPR2 CHRNA9 ETV5 ZBTB41 RIMBP3B KAT6A ZNF443 RBM8A STK39 USP15 MIR6834_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6834_5P CNN3 RRP7A ARL6 CENPP PDE6D MBNL3 WNK3 SUMO1 PSMD5 SNF8 SNRPN BEAN1 SLC12A6 IVNS1ABP KLK4 MPIG6B MED30 SGCD TXNDC8 ZNF782 CREB1 SLIT2 ENPP5 CANX RABGEF1 FOXD4L3 HTRA1 IRF2 STRIP2 CASTOR3 WNK1 PMS1 CYP2C18 FZD2 HELZ MBNL2 IL23R AP1G1 KIAA1210 HMX2 RAPH1 KIF16B ZNF592 KIF3B COX15 CPEB4 TFAP2A LURAP1 GNAQ TMEM30B CNNM2 DNAH8 GPR61 GPR183 S100A10 SHISA7 TYMS C9orf57 ARMC9 MIR4522 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4522 DRP2 RBM24 SPECC1 UPF2 SLC10A7 MMP16 CHRD MBD3 JADE1 DROSHA ZC3H12A ERBIN GBP6 RUFY3 CNR1 ADAM29 MTMR7 SCML4 WDR5 NECTIN4 MYO5A ANKH FGFBP3 NHLRC3 APOBEC3B CCNT2 DEPTOR EXOC2 C2orf91 CCDC149 ARHGEF12 CRPPA SLC35G3 ZZZ3 HLA-DPB1 G2E3 USP49 SYTL4 SOBP FREM1 HRH4 VPS13D HS3ST5 MASP1 SLC35E4 PPP1R3B MICAL2 CCDC62 HEY2 MTFR1L PNLIPRP3 DMXL1 PPP1R12B ADAMTS17 GSE1 FCGR2A CAMK1D GPSM2 MIR3170 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3170 KPNA1 POC1B LTN1 HINFP ETV1 SUMO3 AHI1 ZNF345 MEF2D DPP8 FRS2 ARHGAP12 NBN GUCD1 CC2D1A SPACA9 CLIP3 IGLL5 ZNF470 GRIK5 FBXL20 SEC14L2 IMPG1 RORC CASP3 CAMTA1 DLGAP4 EPHA3 RIMS2 HELZ MEOX1 DCP1B PCSK6 PJA2 CCDC82 SLC38A4 FXN RASAL2 PPM1H CCDC173 PPP1R9B COL27A1 TCAF1 RABL3 SHTN1 BCAM GUCA1B BRI3BP SRPK1 C5orf22 MIR505_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR505_5P SLC8A3 SLC39A10 SLAMF7 PITPNM3 NEPRO MDFIC MR1 BANF1 SMAGP ACAD11 TGM7 ATP1B2 TNIP1 THUMPD2 LAMP1 ST3GAL1 HBP1 TRPM3 SAPCD1 NT5C2 SFTPB APOBEC3B ATP8A2 RETREG3 CAPSL ST8SIA3 GLIS2 CAPN5 ERCC1 AKT1S1 CDK5 CREG1 ATL2 VPS36 RARG GPR26 RAB7B SMARCC1 C5orf46 SLC2A5 MMP24 NSG2 GNAO1 CLEC2A PSMD11 GDI2 HOXA3 SDC3 SIGLEC5 SENP1 PXT1 MECP2 ZDHHC22 CREBL2 DLG2 MIR320E http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR320E OCIAD1 CBWD5 CDKL5 STUM TCEA1 CHRNA2 RBPJ SLC10A3 ZNF3 HIPK2 MINDY2 ZNF500 ABR NR2C2 DCT BEX1 TMEM47 COPA PNRC1 PARP8 USP48 CYP26A1 LAPTM4A SETD5 SLC6A17 ARHGAP19 DAB2 AQP1 LMF1 CLASP1 GTF2A1 FBXO45 ZCCHC3 DAZL SLC22A23 BLOC1S5 TMOD3 RFX3 HDGFL3 SOX11 TSHZ3 ZRANB2 TDG EIF4EBP2 ZNRD2 ORMDL1 RBM15 RHOG EPHA7 CNOT7 ULK1 CDC25A SKA3 JMY PPP1R9B STT3B USP9X POGZ ERP44 WDR26 CFAP54 SORBS2 CEP41 TEAD1 VEGFD PLEKHA4 MAB21L1 KCNA6 CNTLN MICAL3 RAB33B MIR6845_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6845_5P IQSEC2 FAM219A DRP2 PGP RCAN2 ALPG SOGA1 GGA3 PHKG1 DZIP1 SMAD3 CPLX2 CHTF8 GRAMD1B PRELP POLDIP3 NGFR USF2 CDH8 ATP1A3 TIMP3 KCNQ2 ANKMY1 IQSEC3 CRTC2 POM121 FGF23 TRIP12 LOXL3 ABLIM3 ZNF677 CEACAM19 CSPP1 SLC35F6 TSPAN18 TRIM28 FBXL5 FAM53B GPR137B ERN1 CD99L2 TMCC1 POM121C TMEM104 PIK3CA SLC25A29 RASD2 CYB5RL PENK BCL9L GNG13 ATG7 TOB2 WDR48 ESPN SDC3 PARL UBR7 SDK1 GNAZ TYR TPPP MIR4433B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4433B_5P SOX6 HMGN3 SNX20 MOCS2 SUCO MORN4 PIK3R1 OLR1 SRGN CAMKK2 CELF5 KLHL42 LINC02873 COP1 PDE7A IRAK4 NFYA PIK3R2 TMTC1 SLC10A2 ATF6B WSB1 ARID4A MIS18A CEMIP2 PLCL1 MEX3C ZCCHC14 SEMA4G MRPL9 ABHD13 NUCKS1 BRPF3 CDH7 NAT8L HIP1 VPS36 EIF4E2 ADGRL2 SEPTIN3 CHAF1B BTRC RESF1 STK32A ATF7IP VPS53 ANO1 CYP24A1 CNTN1 DDX20 FANCC SERPINE1 CACUL1 ATP11AUN MECP2 LUZP4 CPEB2 PAG1 MIR4749_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4749_3P SYNC CASTOR2 GANAB C1QTNF1 RPRD1A SLC24A2 KIRREL1 ZBTB10 RNF167 DAZAP2 PREP ZNF385B TAFA4 ATP1B2 ZIC3 CAMK2B GAL3ST4 FURIN BRD1 FAM217B DNAJC8 CDK15 CIC OAZ2 TRPC1 PAX8 CHD8 ACTN4 PID1 ESR2 PHC2 EMP2 TBC1D16 EREG DACT1 ATXN7L3 GPR26 PDCD7 GEN1 PLXNA1 USP5 VPS53 CADM3 MMP24 SLC36A2 NDUFB5 CCDC140 HIPK1 NHP2 UNK CAMK1D CPSF4 TRPV3 MIR6858_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6858_5P CD84 IPO5 RACGAP1 TMCO1 NRN1 SLAMF7 FOXJ2 CCDC178 GRIN2A SLC35F1 KAT7 SCAF4 GABRA6 KRT40 UBE2QL1 CCDC127 GPR65 FMNL3 GSDMC IGF2R VRK3 SH3TC2 LEPROT LUZP1 PRKRA BLMH CEP120 GRSF1 ZNF652 SEMA7A ATP12A BAZ2A SLC25A36 BRPF3 GFRA1 EXOC8 FAM168A UBXN7 SLC34A1 FNDC3B S1PR1 FAM167B ZNF99 RNASE2 ZNF280D ARHGEF39 SNPH WNT1 ING3 ZBTB39 MIER1 BCAT1 CIT KIAA1549L VWC2 ANKUB1 ESYT1 RTL5 ZDHHC6 ENDOD1 MIR6796_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6796_3P PIAS2 MCM4 TMEM59 FNIP2 RCAN2 CBL RSBN1L CERS5 UBE2E2 CEP83 TRABD2B TVP23B ZBTB10 MTFR2 CPD TET3 ZBTB33 HERPUD1 TRIM32 MTRNR2L4 CANX SULT4A1 RAB2A MACF1 PHF3 DMD PDE4D NF2 IFT57 NFATC3 SPRED1 HSPA4L WHRN TOX4 GALNT15 SERPINF1 SLC2A12 PYGL NCKAP1L GPATCH2L LHCGR RAB11FIP5 COLEC12 FBXL15 GNG2 SRI TVP23C BBS7 NOVA1 USP9X FIGN PTPMT1 ZNF189 TTLL1 KRT12 SEC24A PCDH19 OTUD7B PANK1 FAM117A WDR26 MIR6744_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6744_3P SLC38A2 TMEM178B DSC1 TFAP4 ARRB1 SLC10A3 STX16 TANGO6 PTCH1 ADGRG5 ANKH IL20RA KALRN FIBCD1 TSC1 NCAPG SLC26A7 DCUN1D4 QRICH1 STMN4 BACH2 MRAP ZNF346 GRAMD1B FBXL7 PPME1 SH3KBP1 PRKCA GREM1 C18orf25 EVC TESMIN EOLA1 SLC4A8 CDK14 PSME3IP1 NKAIN2 DMRT2 INHBB SOGA1 JADE3 RNF222 KLHL29 TIFAB CELF1 AMZ1 SNED1 LHX6 ANO5 CASZ1 PDXK MEGF8 COL5A1 CD2AP YPEL1 SH2B1 DYRK1A BSN F2RL3 B4GALNT3 SLAIN2 TAF8 KCNA6 PIK3R1 MIR3059_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3059_3P ZCRB1 RELA MED20 GEMIN8 MMP16 CSN1S1 CACNG6 RPL22 HNF4A ARL6IP1 SKP1 MORC3 ZNF398 CLCN6 CR2 SRGAP2B ERLIN1 WDR6 SERINC4 KLF8 CCDC65 DENND3 PPP4R4 CUL2 FBP1 TNRC6B GTDC1 PPP1R16B TBX5 SLC22A23 RBM15B LTB4R IHH SNRK CHEK1 ALMS1 ITCH NLRP12 SLC39A9 CHP2 ZNF99 SRGAP2C FAM102B ELF5 MRPL17 ENTPD2 TAOK1 ABCC5 UFM1 LIN7C DNA2 PSMB9 MIR3130_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3130_3P PSMA4 OTOGL DYNC1I1 DPP10 KALRN XIRP2 SNX3 NELL2 THNSL1 KLHL25 CSDE1 ANKRD10 FAM71C CAMSAP2 EP300 ZFAND6 RALBP1 ITSN1 AFF2 CXADR PHTF2 ASB8 PROX1 ATP2A2 KDM4A BABAM2 XKR4 LPIN2 NECAB2 NAA50 PEG10 TMEM165 SLC9A2 POLG CRADD TNRC6B ARNT2 POLR1D E2F3 LRRTM3 CIT PLPPR4 TRANK1 MAP3K20 C5orf67 SCAI TMEM45A PDXDC1 PCDHB9 WASL MIR3620_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3620_5P NCOR1 ADCY10 ZIC4 TMBIM1 STRIP1 ZSWIM5 WARS1 TOX2 PHF24 KCNH5 TRAF3 CRISPLD1 TMEM216 TJAP1 NCK1 TMPRSS13 PLK2 CNKSR2 CMKLR1 FBXL16 UBAP2L EIF5 MLLT6 ADAT3 MSANTD3 PLEKHA8 FBXO17 KIAA0930 STK40 CHD5 BEND6 LAPTM5 MEF2A ITCH KLK13 MDGA1 TAGLN FBXL18 EAPP TAB2 GIPC3 NAGA ERI3 TRIM66 CAMKK2 GNAO1 NIPSNAP1 ZNF609 SDC3 NPY CD1B MBTD1 MIR6803_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6803_5P CBX6 RACGAP1 ZNF32 FAM155B ZBTB7A ASB4 PPP6R2 LHX6 KRTAP17-1 CTBS COL1A1 CLIP3 NFIC STX1B IGDCC3 LARP4 IGF2 LDHA DNAJB5 ACTB CITED2 SSC5D GNA14 PRKCG CRTC1 DAGLA MRPL3 PRKCA SLC45A3 ZNF474 FOXP4 SPRR1B ADAR ALKBH1 ZFAND1 KIF4B ZNF701 CPN2 ZDHHC15 CFLAR HCN2 CCDC186 RAB3A ELK4 C17orf107 AMPH GSTM4 LIMK1 MAGI3 MEIS2 ANKRD60 TBC1D30 ZSWIM4 SCRT2 MIR6807_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6807_5P UNC45B TSHZ2 KBTBD2 MARCHF7 DCP1A GREM2 DIO2 MORF4L1 CCDC83 PCBP2 ZCCHC9 DOP1A LINGO2 FAM131A PRLR CCNK NLRP2B PCGF5 CDY1B CDY1 HSPH1 FSD2 AFF3 AKT1S1 HSPA9 ANKS1A ADGRF5 HSD11B2 ACRV1 PPM1E RGS21 DNM3 ZNF566 NDRG1 PCBP1 EEF1E1 MTMR4 FGD4 C16orf54 RBM25 IPMK SMC4 PAPOLG CYP7B1 PRR11 CYP20A1 APOL6 GOLGA7 WDR55 FBRS ZC3HAV1 ZEB1 MMP12 ZG16 NUFIP2 KPNA4 OTUD7B TMEM167A ERI1 MIR4480 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4480 HNRNPK TFG MIB1 WIPF1 ADIPOR1 CAPS2 CHP1 PRR5-ARHGAP8 TVP23B PTPRS ST6GALNAC3 CLECL1 FBXO41 PGK1 ALG2 PRICKLE2 SYNJ1 CFL2 FOXA2 TBX18 KAT6B CALN1 TRPS1 ABCB5 RRN3 PLEKHH2 KHDC4 REPS2 UHRF1BP1 PFN2 IRF2BP2 KRT31 PATZ1 FAM47E CLEC16A GALNTL6 PDE8B DCAF1 CCDC6 TSPAN33 ALKBH4 TMEM263 PDF ARHGEF5 COPS2 PIAS1 DDX3X GREM1 TVP23C ARHGEF18 TTC7B ARHGAP8 KCNE5 DDX3Y DRD2 NRXN1 SMG1 TRIB2 MIR1226_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1226_5P MBOAT2 SCN3B KCNS1 JAK1 OGT SUMO1 SIX1 SLC24A4 ZSCAN32 GABPB1 BMPER TP53TG3 CMTM4 GADD45A MLLT11 CMIP SNX20 TTPA FAM216B USP38 LUZP1 CELF2 RCAN3 SHROOM2 PEG10 SORT1 OR2A4 TP53TG3D C2orf88 ARHGAP40 ITGA10 KCNB1 CA5B RAB21 ARID3B FKTN FNBP1 MPZ NLRP5 ZNF275 TP53TG3B ADCY6 RPGR IKZF1 ICOS NUDT16L1 DLX3 C15orf61 S100A10 CCAR2 RELL1 PAG1 MIR4433A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4433A_3P DMD AMBP IRGQ TBC1D14 DPP8 TCERG1 UBE2E3 TP53INP2 SMUG1 CEBPD STAT2 ZNF587 EEF1A1 SLC39A3 SEZ6L SUMO1 ANKFY1 ANKS4B RBM17 C3orf70 FBXO33 ZNF329 STN1 TAT ARL1 ZNF80 TMC7 PDP2 FAM120A PNPLA2 PIBF1 MLLT1 APOBEC3F MGST3 PRRG4 DCX SLC25A5 SEL1L AHCYL2 CAMTA1 EZH1 CDC42BPB USP4 SNX1 CCL17 FANCD2OS CPNE4 ZNF705D ZNF705E RTKN2 FMO2 ERI2 ATG3 ILKAP CHGA IFT140 PLEKHA5 PRIMA1 RAB3D PRM1 MIR4446_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4446_3P ZNF217 ZSWIM3 PHF24 FXYD6 DMKN RGCC CD79A FAM107A FOXP2 CDK18 BRCA1 ANKEF1 PAK5 ZNF135 IVD GOLGA8R SRY MTMR11 CADM3 RAPGEFL1 CYBRD1 GNG10 ABCG4 MBNL2 FBXO11 C2orf68 ZNF99 PPP4R1 EFNA2 INSIG1 NXT1 CELF3 FUS SSR1 BCL2L13 IQSEC2 VWDE C1orf162 CPT1B GOLGA8Q FBXO41 ZFAND5 PLAG1 GOLGA8T CTDSPL KNG1 HAGH CBX7 GOLGA8J MSI1 USH2A PDAP1 ARID3B SOCS7 GOLGA6C ZBTB39 ATPAF1 FAM13A DR1 TYR MAL2 DNAJC25-GNG10 HECW2 FAM117A ENTPD2 MIR6798_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6798_5P PRDM16 NBL1 PCYT1B SETX FBXL19 EFNA3 PAX5 CPLX2 SERPINA1 WASF1 PPP2R2D SYK SEMA6C LDB1 FAM193A PTPRQ PHYHIP GCSAML UNC79 DMAC2 NEDD9 ANKRD53 TADA1 STK40 ATP6AP2 FN3K AP1M2 HOOK3 KSR2 ANXA5 COL10A1 CX3CL1 ANP32A IGLON5 SETD1A GFAP VAX1 MGP SESN3 TMEM132E DLX3 VSTM2L BCAM HYOU1 TCEANC2 MIR7154_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7154_3P IQSEC2 TEX2 LRRC27 TSPEAR HIPK1 SOGA1 KPNA3 FBXO28 PYM1 NHLH1 MCCC2 ANKRD50 TIPRL ATP1B2 SPON1 DNPEP ARMC6 CHRDL1 MAVS ZNF230 XKR5 STAG2 TLCD3A ADAM12 SHROOM4 MIS18A FRMD5 NLRP13 PLEKHH2 KIF21B SP2 RAPGEF2 ATXN1 PAX8 GLG1 MKI67 C10orf55 ARNT COX6B1 DCLK1 FAM169B LDHAL6B CASP14 TBC1D16 GPATCH1 PDE6D RBM20 ERG TRIM66 HEY2 CLVS1 KRTAP4-12 EFCAB14 IGFBP3 ANKRD24 TMEM101 SHISA6 MIDEAS ZNF714 DDB1 DNAJB13 CLDN8 MECP2 BCAM ZNF784 FAM78A L3MBTL3 MIR346 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR346 BCL6 KCMF1 KLF4 CCDC141 RBM39 TULP4 LPIN1 AUTS2 LRRC4C WNT9B ST3GAL1 SPDYE2 LHX6 NCOA7 MRPS9 PGK1 SPRYD7 BORCS5 SPDYE3 CBLL1 LDAH SMYD3 NXPH1 ROR1 ICA1L CALHM5 SLC9A3R1 C8orf86 NAALAD2 PAK1IP1 POU2F1 RDX KCNH6 ALDH1L2 FBXL2 ATP1A2 EIF3J RFLNB NIN ZDHHC13 RIMS2 GID8 KSR2 BORCS8 CLDN11 RCN1 PROK1 FAN1 SLC38A4 SLAMF1 SHANK2 ASPHD2 GRM7 PHC1 NFIB ING3 ERI3 AP3S2 SPDYE2B IP6K3 COL2A1 SLC36A2 ZNF609 AP5M1 ADAMTS17 YTHDF1 ACVR2B SELENOK ARPIN-AP3S2 PYDC1 ZC3H12C DLG2 ZFC3H1 MIR3620_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3620_3P PRLR ZNF502 RORA AMER1 LARP1B ZNF454 FAHD1 USP46 NR2C2 PTPRK LYRM2 BTG4 POLR2D ST6GALNAC5 BMF SYNGAP1 BTN2A1 ATRNL1 HTR7 DOCK11 TMEM161B ZNF805 NCOA6 ACP3 GRSF1 NUAK1 CU633967.1 PFN2 FXYD3 RNF165 ZCCHC3 SZRD1 RASGRF1 LILRA5 CU634019.1 TMEM170B KCNB1 HOXA1 CAPRIN1 RAP2A LRP12 ZNF710 DQX1 NRBF2 TTC1 FBXO30 CU633904.1 HIC2 KCNS3 NDUFA2 SFRP1 CAMKK2 TENM2 FAM43B NADK2 FP236241.1 FOXF2 HNRNPA1 WDR26 SYT13 SEMA4F EPHA5 AMOT LVRN DOCK3 SLC26A5 SRPK1 TAFA2 MIR9898 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9898 SEPTIN7 PRR16 ZIC4 ELOVL7 TDRD5 GABRB3 TRAPPC13 THAP6 TARDBP KLHL2 NTRK2 HOXD3 CPSF6 JRKL BCOR MCOLN3 SRSF5 FMNL3 ARL5A RBM26 RNF185 DAB2IP C17orf80 DGKE CARF BDNF FAM227A TASOR UNC13C ZNF322 SERPINB8 NFIB ZRANB2 KLHDC1 TMEM47 KLHL23 RPRD1A GRID2 SRSF2 DDHD1 DIDO1 EPM2AIP1 FABP7 POLR3E SLC25A32 OGT SHTN1 TAOK1 NUMB CHAMP1 XKR4 ZNF792 UFSP2 MARK1 MED12L ZFC3H1 CLU WDR26 MIR501_3P_MIR502_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR501_3P_MIR502_3P SPC24 SUMO1 RORA KBTBD2 PSMD11 TMED7 RAI14 CWC27 TIPRL ADGRA1 SEPSECS RBMS1 UBE2H CSDE1 EML6 NCAPG2 TET3 HERC1 MYCN CBLL1 KCNB2 BCL7A FAM126B PPP2R2C HEY1 CCN3 SAMD12 RBM41 TMSB15A ZNF737 MAPK9 ATXN1 ZBTB43 ADCY2 ARPP21 DAPK1 NONO TMEM170B HMGCS1 TSHZ3 ZFX KDM7A GAN CDK6 DCLK1 CLDN11 MYNN KLHL2 CCDC50 ZFHX4 CUX1 SNX13 B4GALT5 JADE1 SBNO1 SEC63 PAFAH1B1 SEMA3C HOXD10 TMEM135 BCOR KCTD9 CLASP2 ADAMTS3 DGKK XPO1 FBN2 NAP1L5 SMIM13 DPP10 KPNA4 DCC ZC3H12C MIR6858_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6858_3P CXXC5 CCDC103 ACVR2A PDPK1 MFAP5 MBNL3 CRTAP BNC2 ELK4 RIPK4 PTBP3 JAG1 TUSC2 NF2 IRF5 SGCD OVOL1 MFGE8 CCDC126 ELOVL6 ROCK2 HECTD1 ANKRD61 WDTC1 SH3PXD2B BSPH1 PREX2 SYTL4 ADAMTS15 RRAS2 TRIM10 HMGB1 PHF8 SRI MYCBP2 CNTN1 GIT1 NOVA1 PRSS54 ATG5 DENND5A SEMA3D ENTPD1 MFSD14A CREBL2 DGKH MIR4757_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4757_5P SLC38A2 TMEM178B DSC1 TFAP4 ARRB1 SLC10A3 STX16 TANGO6 PTCH1 ADGRG5 ANKH IL20RA KALRN FIBCD1 TSC1 NCAPG SLC26A7 DCUN1D4 QRICH1 STMN4 BACH2 MRAP ZNF346 GRAMD1B FBXL7 PPME1 SH3KBP1 STKLD1 PRKCA GREM1 C18orf25 EVC TESMIN EOLA1 SLC4A8 CDK14 PSME3IP1 NKAIN2 DMRT2 INHBB SOGA1 JADE3 RNF222 KLHL29 TIFAB AMZ1 SNED1 LHX6 ANO5 CASZ1 MEGF8 COL5A1 CD2AP YPEL1 SH2B1 DYRK1A BSN F2RL3 B4GALNT3 SLAIN2 TAF8 KCNA6 PIK3R1 MIR4475 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4475 PRDM16 MIB1 DMRTC1B SPSB3 TTF1 RBM39 CLSTN2 DGKH RASGEF1B UBE4B GEM U2SURP CRIPT ZIC3 MAP3K2 UGDH ELOA ERC2 INPP4A UFM1 ABCG2 ZNF559-ZNF177 PDE7A PIP4P1 YTHDF2 SMARCA5 USP8 MPC2 CYB5R2 BCL11A SSR1 DST TRIM14 SOX4 MARCKSL1 ZFP28 CCDC150 IGFBPL1 MED12L KCNB1 GRHL2 NPAT ZFHX3 ZNF473 RNF38 CRELD2 FSTL4 PJA2 SLC39A9 MEF2C CTBP2 HAPLN4 CD44 ZNF24 PLG PPM1B CEP44 PCDHB4 RPS6KA3 ANOS1 PLGLB2 SMARCC2 FEZ1 CDC23 DMRTC1 SIPA1L2 RABL3 PLGLB1 MIR4438 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4438 C17orf75 RETREG1 ZNF770 PLTP TGFBR1 GOPC SYNCRIP LGI2 MTF2 E2F5 NRXN1 GYG2 DNAJC8 C8orf86 JPT2 PRTG NSUN2 TFPI CCDC186 SRD5A1 USP6 HECW1 BTG1 GSK3B IDS MAP2 DNM3 ADAMTS6 MYCN AVIL THAP1 MRRF ZCCHC2 PABPC5 SENP1 EPS15 ITIH2 EIF4G2 INAFM2 DCC PDZD2 PRIM2 NDFIP1 ZBTB46 IPMK EPHA5 MAGI1 BEND4 NDST3 RIBC1 FAM76B CASTOR3 KRT31 NUFIP1 EXTL2 DNAJA2 ANKIB1 GDPD1 RAB8B SLC31A1 DMRT1 ZNF519 CIT HECTD2 USP32 EMC6 TMPRSS11E ATRN SMG1 HOXA5 MIR9903 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9903 C8orf58 C2CD6 FAM89A SLC50A1 RBL1 PXMP4 TMEM178B MLEC SGCZ GRIN2A RIMS1 LZIC CDK13 MYO1B FUT9 PRR7 TMTC1 CCDC174 MACROD2 ZXDA KHK PPCS SAXO2 RASL12 KTN1 C20orf203 PRTG PTX3 ZXDB VWA2 EIF5AL1 ST13 PKNOX1 EIF3J ZNF705E C3orf35 SEPTIN7 GPC6 ENOSF1 PRY2 PRY EXOC4 CEACAM5 CRACDL CEACAM8 ARHGEF33 CDKN2AIP KHSRP SLC6A1 IGFBP3 AKAIN1 SLC39A6 NEGR1 ATIC MIR503_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR503_5P WIPI2 ZNF622 ZNF423 RECK KPNA3 KCNJ2 RASGEF1B UBE4B CMPK1 SALL1 RNF41 ZNF367 CPEB3 SYDE2 KIF1C ARMH4 CCND2 N4BP1 IPO7 ZNRF2 TMEM100 USP2 SALL3 CYP26B1 PLAG1 PAPPA CCNE1 NDUFA4 KDSR UNC80 USP25 MEX3C LRRC58 HECTD1 ASH1L KLHL26 SPRED1 CDCA4 YTHDC1 FBXW7 ANLN MGAT4A CDK8 MYB ANKS1A CCND1 G2E3 DCLK1 TMCC1 WEE1 DNAJA2 SOCS6 TSC22D2 KLHL2 KIF21A ZFHX4 OMG BMPR1A FAM122A ARL2 SLC11A2 SMURF2 PTPN3 SLC20A2 BTRC LURAP1L FGF2 ZBTB39 DENND1B SRPRA ABCF3 MOV10 PTPN4 RFX3 FAM135A KANK1 SMURF1 SMAD7 EMC6 RICTOR MAP2K1 TMEM245 SEC24A CREBL2 PISD STOX2 KIF5C CPEB2 KIF23 RIF1 RTN4 EPHB2 VEGFA RNF144B ZER1 CDKN2AIP FGF7 AKT3 ZNRF3 MIR4715_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4715_5P MIER1 EXTL2 HOMER1 HMGCLL1 NCAM1 DCUN1D4 PHKB SEPTIN9 DYRK1A INTS5 ARHGAP19 TMEM52B UBE2G1 RHOA STMN2 ARHGEF12 CNN3 PIK3R3 ZNF544 MXD3 TEX2 RC3H1 NEUROD4 HDC SERINC4 RAC1 MYEF2 ATRNL1 MRTFB CCN4 SULT1C3 PPP1R10 PLPPR4 SLCO4C1 CTXN3 PANK1 TUSC1 GJB2 TRIQK EXT1 RDH10 UCK2 LARP1 MIR7158_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7158_3P AP4S1 CCAR1 USP44 RSRC2 PDK3 NSL1 SLFN13 AZIN2 SPATA5 DYNC2H1 CASP8AP2 E2F5 CSNK1A1 WDFY1 INTS7 TMIGD3 SLC36A4 GPR65 ANTXR2 CSMD3 MED7 DDHD1 ZNF559-ZNF177 ZNF768 NCEH1 PTP4A1 RASA2 EPHA4 EOGT CLEC12B UNC80 NDUFAF4 OGN HPS3 ZNF177 CDH12 EIF5A2 RFX3 TMEM39A MRC1 FAM78B PLXDC2 MTHFD2 PIK3CB PTPRG KMT2A DENND1B N4BP2L2 ADO GCNT4 WDR93 SWSAP1 ANKRD39 COL24A1 PKHD1 RFX4 TMEM135 FBN1 POLD3 SLX4IP MIR449C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR449C_3P CLCN4 DHODH MTERF2 CD1E NR2E1 OXTR CHL1 ZNF441 HECW2 VAT1L KRAS KBTBD2 ANXA5 RAD51B PPARGC1B HTR2C SLU7 ULBP3 SECISBP2L SEC24A MZT1 ECT2 THUMPD1 PARP9 ZMYND11 UBR5 NEUROD4 RALGAPA1 TMEM182 BAG2 FYTTD1 VAPA MINDY3 GPBP1 NANOS1 KLF3 CYP39A1 ACOT13 SLC10A7 PCGF6 PTCHD4 ANKRD29 ARHGEF18 DRD1 ADGRL2 ZFP36L2 ZDHHC17 TCTN3 GSPT1 NXT2 GOLGA1 HNRNPA0 YWHAQ INTS8 PLPP5 MIR146B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR146B_3P HSPA14 ARNTL2 DIPK2A CTNNA1 TMEM178B KBTBD2 BACH2 PRDM6 SEPHS2 HSPA4L ADGRF2 EPHB3 ZNRF2 UBE2QL1 SLC26A9 MLLT11 PRRX1 CHL1 UNC5C ZFAT ASTN1 STX17 NLRP7 B3GLCT PAK6 VSTM4 RGS20 TULP3 STAP1 KIAA0895 C6orf223 CELF2 PLCXD2 ELF4 RGL1 TAP2 ZBTB8A SOX11 LCN1 LOXL1 SLC20A1 KDM3B CHD1 SNX30 ABCG4 SENP1 PPP6C C1S SERINC5 KIF1B PANK4 BSND FEZ1 PRKRIP1 SCG3 CYB561D1 CSMD1 DDX3X ZNF37A EFNB2 TMEM260 GTF2H1 RASL10B SOS1 SMPD3 ABCA9 ITSN1 SHISA7 ADARB2 TPPP NCK2 MIR4638_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4638_3P ITPRID2 CELF4 PSMA8 ANK3 PEX11A TNFRSF18 THRB VANGL1 GALNT3 PAQR8 NFRKB WDR17 FBXW11 POMGNT1 NADK SETD3 KLHL21 ZNF674 CCDC144NL DISC1 NFIA CCK XRN1 PKN2 CACNA1D ATXN1 TOLLIP FZD2 INHBC TGFBR3 RBFA ALCAM TUBB TNFSF15 NAA15 POLR2G PLEKHM3 YY1 PAXBP1 KNG1 C5orf63 NKAP AK9 RALGAPB SEC63 CPEB1 RBMS2 ACVR1 EDRF1 KCNC3 CHORDC1 GPR173 WDR37 TFAP2B CAMK1D MAL2 TRIL CACNB2 MOXD1 GLOD4 KMT5B MIR4676_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4676_5P CXXC5 STOX1 CEP85L DIPK2A WNK3 ELAVL4 RBBP5 DCUN1D4 CHD9 ST7L ITGA2 RIPK4 DOCK5 LSM12 ZNF398 CADM2 ABCD3 EPOR TSSK1B ZNF425 POLR3B YPEL5 AKAP13 ELOVL6 PCDH19 EPB41L5 MBD4 ANKRD61 CHSY3 DENND5A ANKRD23 SNRPD3 TPT1 OSMR FBXW11 SBNO1 WEE1 USP49 MEF2C DYNC1LI2 ZNF142 ZNF516 WDFY3 DPP8 NDEL1 CEP128 PLPPR4 CAPN7 CSNK1G3 EXT1 GUCY2C ZNF827 ANK3 FANCC PURA MIR6851_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6851_3P SIX4 AFF4 CHST7 CNOT2 KCNH2 IL9R ADAM19 NKX3-1 B3GALT1 ZNF367 TNR SOGA3 PLCE1 DDB2 STRADA REST PTPN9 TCF7L2 CNR1 SLC4A9 PLCB1 RALA CYB561D1 EDARADD PLPPR2 GPM6A IVD RBFOX1 GTDC1 IPO11 SMPD1 ITGA5 DAPL1 EIF2AK2 SERTAD2 SOX11 EN2 SNRK KDM7A RIMBP2 C16orf87 NAA15 ADGRF5 KIAA0408 FOXO4 SERPINB1 ZNF131 NR3C1 GTPBP2 ZNF518B GDAP2 ZFP91 PGM2 H2AX FAM133B SCN2B VMP1 HAPLN1 PPP3CC MIR3130_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3130_5P TCF7 WNK3 CBWD5 NCOA7 KPNA3 DMAC1 SAMD5 UPF1 MKRN1 RAB14 ZC3HAV1 CCDC83 ACVRL1 TM9SF3 LNPK FCRL1 KRTAP3-2 ZMYM2 MYCN XRCC2 CBWD1 RALA MRPL35 ANKH ALG10 ASIC1 RRN3 ST6GAL1 PMPCB CBWD3 PBX1 ASH1L ALG10B SCN1A KANSL1L VPS54 USF3 SETD6 OSBP JAGN1 TAF7 CBWD6 VAV2 FOXA3 EPHA7 NMD3 ZRANB1 ADCY1 CDH18 YAP1 CLCN5 CWC25 SCARB2 CCDC173 CCNB1 ATL1 CBWD2 SMARCE1 ANKRD34A AKIRIN1 HMGA2 MIR3189_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3189_5P BRD2 THAP1 DMRTC1B FAM72D EZH1 FAM72B CTTNBP2 MPPED2 TRABD2B KALRN C17orf80 CPSF7 TSHZ1 FAM53A PTPRU AIDA FAM72A TASP1 SLC35A3 PTGES3 RBM14 CXXC4 BORA BTRC EDEM1 RNF187 NR3C2 TENM3 DEFB132 REV3L MPZL1 RIMS3 SHOC2 SORCS3 PTPRT CASQ1 FAM72C C1orf159 ANKS1A SBNO1 ARID3B KIAA2026 TMEM104 B4GALNT1 DYNC1LI2 ARL6IP6 TGFB3 TNFRSF10D TRIM5 RAG1 DMRTC1 FAM221B IL6R SFMBT1 MIR6885_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6885_5P CBX6 PPP1R14B FAM98C GNAI2 OTOGL ZBTB7A MED20 COL5A3 SALL1 TUBB4A INAVA CELF5 ANKRD40 TCF7L2 DELE1 MLLT11 NFIC MEAF6 TSC1 PROSER3 SRCIN1 PLPPR2 NFIX NIPA1 FBN3 IGF2 ZNF385A SPATA20 JUNB PATZ1 IQSEC2 SERTAD2 SHANK1 ARHGDIA VAMP2 DYNLRB1 RIMS4 FXR2 SKI FOXE3 MYOM3 RPS6KL1 GLT1D1 SERTAD4 KLF16 CD7 FOXJ1 WIZ GRIN3A FBRSL1 MYOG MIR4274 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4274 AGFG1 EXOC6B MXRA5 COL4A6 QKI DYRK1A RAB10 BTF3 MAT2A ZNF367 SLC25A31 PLPP3 C6orf136 PARD3B RAB14 ELL3 NT5C1B TM9SF3 DPH6 LOXL4 MARK3 RNF39 TPPP3 L3MBTL1 HDAC2 PEX5 PAGE5 NSL1 IRF2 COL4A2-AS2 RAPGEF2 GABRA2 NRK GLRB DCUN1D4 ADARB1 GOLGA6C DYNC1LI2 EIF3H SESN3 RBM26 PCDH9 COMMD2 GIGYF2 SEC63 BTRC CPNE8 DNM3 PDCD2 ZBTB24 MECOM UBE2D2 USP3 TRA2B KCNIP2 FBN2 PRKG1 MSL3 DOCK3 QSER1 ATP5MG DHRSX MIR6076 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6076 POC1B PLS1 E2F3 SSBP2 TMEM25 SCN8A EPB41L5 BCL9 HSD11B1 ENAH CPNE5 SEMA6D PCDH7 EID1 ZNF138 MAP4K4 MYOT KLF7 SLC6A2 HNRNPA2B1 DNAJB12 EP300 SLC4A7 MYT1L C4orf33 PPP4R2 RNF6 PXYLP1 RNF144A TSC22D2 ASPH SUSD5 RNF2 AJUBA CPEB4 BBS12 PIK3CA SBNO1 KLF6 C5 WDFY3 PCSK5 CLMN USP9X LRRN4CL RBFOX2 ETS1 SRBD1 SMG9 STOX2 TCIM MIR4320 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4320 POSTN MBNL3 MED27 HOMER1 ATP5PB CARHSP1 FIGNL2 INA DAZ4 ABL1 USP46 CPD ADAM7 RBL2 TRAK1 DDX43 UFM1 MAGEE2 MYT1 ATP1B4 ZNF135 KCNK1 SLC35C1 ELOVL6 RTF1 DOK6 DAZL CDH7 NAA16 ANKRD18A CPXCR1 PXYLP1 WEE1 RTKN2 PCDH7 LARP1B CYB5R4 CNOT4 SEC22B DAZ3 SLC18A2 DAZ1 ESR1 HERC3 LYSMD2 GIPC3 SUGP2 DAZ2 ARID1A SOD1 FCHSD2 RPS3 ZC3H6 NPY2R ZNF90 ZNF22 GID4 LRP6 MIR575 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR575 CXXC5 STOX1 CEP85L DIPK2A WNK3 ELAVL4 RBBP5 DCUN1D4 CHD9 ST7L ITGA2 RIPK4 DOCK5 LSM12 ZNF398 CADM2 ABCD3 EPOR TSSK1B ZNF425 POLR3B YPEL5 AKAP13 ELOVL6 PCDH19 EPB41L5 MBD4 ANKRD61 CHSY3 DENND5A ANKRD23 SNRPD3 TPT1 OSMR FBXW11 SBNO1 WEE1 USP49 MEF2C DYNC1LI2 ZNF142 ZNF516 WDFY3 BTBD3 DPP8 NDEL1 CEP128 PLPPR4 CSNK1G3 GUCY2C ZNF827 ANK3 PURA MIR431_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR431_5P CAMTA1 TPGS2 HIPK3 CCDC59 FAS PCNP MOCS1 API5 PEX5L PMFBP1 ELP1 DISC1 CDCP1 IRF2BP2 APOOL POLR1F CANX ANKH DNAJC21 ZNF280C CD69 NMBR CHODL ERCC6 ZNF644 CLTC TSPYL4 WDR55 KDM7A GPC6 SOCS6 RIPOR2 UBE2D1 DAAM1 PITPNA C1orf94 ST6GALNAC3 SPDYA CD34 ZEB1 LIFR FOXJ3 SERINC5 DMGDH CNTNAP3B CELSR2 MMP28 DIAPH2 ZNF143 DLX3 KLRG1 COL12A1 SORL1 ALG8 XRRA1 SHISAL2B LHX8 RALGAPB MEIOC C17orf67 MIR921 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR921 NUDT15 TBC1D25 SGK2 NIPA2 NRXN3 PFAS TRIM6 NUP107 CADM1 NAT2 KCTD5 SELENOT SMPX KIF2A LRRC3B PTGER4 ITGA8 TPP1 ADD3 TLR5 SLCO2A1 SMARCA5 CDH2 HSF2 HSPH1 ZBTB18 ZNF644 DNAJB9 ACKR3 MAP1LC3B SPRTN LSAMP CNOT6L TTYH3 KDM7A SPATA18 TRIM67 ZNF572 PPM1D VPS36 DAAM1 GCNT3 NMD3 CTBP2 TRPM6 CSRP1 AMMECR1L FOXO1 FRAS1 MYH11 ADAM9 PRKCQ TMEM260 MAGI3 FOXC1 YTHDF1 KMT2C GID4 APPBP2 PON1 ZFYVE21 MIR6878_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6878_3P SLC38A2 TMEM217 TMEM178B STK33 DCUN1D4 GEM SEPSECS REST RGS4 IL17RD TSC1 CNOT6 RAP1GAP2 NTNG1 CACNA2D4 EMILIN3 NVL TRIM39 LCE3E EIF1 AFG1L NCAPG EVX1 MLKL BACH2 LUM TPI1 PPME1 NCS1 AR GIPC3 NAGA PRKCA GGTLC2 IGF1 DNAJC24 SH3KBP1 CREM CDK14 NKAIN2 ALG11 INHBB SENP6 PTCH1 SYDE2 MINDY2 TOR4A NPTXR NRBP2 PRR11 BBX ELAVL3 DST COL5A1 CCL22 NIPAL1 SHH H2BC21 FANCD2 ONECUT2 S1PR1 DAO SMIM18 LXN BSN F2RL3 SLAIN2 TAF8 JADE3 MIR6776_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6776_3P BTBD1 ATP5MC3 FAM98A BCL2 HIPK1 DDX3X YIPF5 WDR41 DCUN1D1 SP3 MTX3 IL17RD PPCDC CCDC88A FAM50B POM121 B3GLCT RAB2A CUL4B CHMP2B DYNLL1 PHF20L1 LINC02694 PLAA ZIC4 RNF19A NKX2-2 MAP4K5 RHOBTB1 ESYT3 PSME4 OXLD1 DIAPH3 WIPI1 NUP43 GAN NAA50 ST20-MTHFS ZNF441 FBXO48 EPN3 TRDN ACTR2 HMGN3 MTHFS KIF18B PRKAR2B WDFY3 PYGO1 NPY1R SLC17A7 BTBD10 GABRB2 SPTBN1 DR1 CAND1 MAML3 GID4 DSCAML1 SYT10 STAT3 ZMYM2 MICAL3 MIR4714_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4714_3P AMMECR1L TSC22D1 JADE1 TDRD10 MYBL1 SETD7 CTCF TSPAN6 CPSF7 RYK TTC39C PLA2G4A KLF8 ZNF248 RERG PAPOLA SERPINB13 HGF ELOVL6 RAB5B TENM3 MTSS1 MPZL2 TRPA1 DCUN1D3 TTL UBE3C PCDHB6 TMEM65 TRIP11 PRR23C SMARCB1 SLC41A2 PGRMC2 SLC9A7 TPH2 KCNQ3 BAAT SLC44A5 CCNT1 PCDH7 KLHL24 WDHD1 KCNJ3 SMC5 NOVA1 GNAQ SLC35G1 PHIP THBS2 NPTX1 SP4 NDUFC2 KPNA4 BDP1 DENND4C MIR380_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR380_5P DYNAP C6orf99 RNF111 GPC6 PPM1B COL1A2 ZBBX WNK3 CLEC12B DZIP1 PDE11A HTATIP2 PLEKHF2 MICAL2 ZNHIT6 MFF CEP57 CLIC6 SOD2 NOP14 ITGAV ZNF510 CRPPA UHRF1 TTC19 IGLL1 PRC1 KMT2A CTPS2 MRPS30 NAV1 MDGA2 CPN2 COL3A1 ULBP1 RTN1 BACH1 CAGE1 C2orf69 PBRM1 ST8SIA3 SEL1L C16orf82 RARS1 RHOU ARSB MYO1D MIR4715_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4715_3P GABRG2 PDCD10 MAP3K12 TENT4B FBXW7 ZNF117 AURKA HOXC11 SETD3 YPEL2 ZNF611 RGL2 CASP8 FIGN BPTF GPR158 ZNF676 ARHGAP27 ZNF732 SOX6 VSTM2A VSNL1 ZNF107 ZNF737 VGLL2 EID2B VSIG10L ABHD13 CCDC186 RAB3B CD164 TAPT1 ZNF493 NOP10 MAX UROS LAMC1 GRM3 ZNF225 ALCAM EPO TRPV2 SLC25A41 ZNF710 FXR1 ZNF138 MEF2C ZNF99 KDM5A ARHGEF5 PLEKHA1 ZNF28 PECR AMMECR1L PPP1R3B MICAL2 ZNF708 CLN8 ZNF816 ZNF600 OXR1 ZNF468 CLCF1 DOK2 FBXO42 ZNF730 XK ZNF728 ZNF208 MIR1287_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1287_5P ATM TENT4A DRP2 FAM120C ZADH2 TNRC6C OXNAD1 TNN LSM12 BACE1 KCTD5 RAD23B LAMTOR3 RBL2 OAS3 TESK2 PPM1A CACNA2D1 LRIT2 PDCD2 PARP8 RPS20 NOCT CDCA4 NUP153 IGF2BP2 GDF11 ZCCHC14 GPN2 PFN2 TSC22D2 PID1 GAGE1 TIGD5 CHD6 CYB5B LCORL LIMS3 HS6ST3 CREG1 ELL2 ZNF641 ARHGAP10 ARPC1A TIPARP FBXO11 PLD5 MCOLN3 RIC8B CACNB4 ORC2 ZHX2 LSM6 RASSF8 NAV3 GIPC3 TTC21B DPP8 HYLS1 MARCHF3 CCDC182 LIMS4 PDZD7 SMLR1 TRIM44 TEAD3 MB21D2 MIR331_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR331_3P RGS6 XPO7 GRIK3 CPSF2 NRP2 ABI2 NBEA CPLX2 PANK2 FIGNL2 CDC42EP4 TGFBR1 CNTNAP4 UBL3 ARHGEF37 HS6ST2 MS4A14 PPP2R5B POPDC2 SPOP RALA ERBB2 DCLRE1B SEMA7A PML KSR1 NFAM1 SARM1 PTPN2 SAMD12 ZNF652 TSPAN18 MAP3K14 DUSP5 MRRF RPTN SLAMF9 FBLN7 ZMYM4 PTPN7 PLEKHA8 TMPRSS2 DYNC2I1 LOXHD1 ZBTB2 APBA1 THSD7B PHLPP1 RIMS4 RECQL5 DOHH ZNF37A DHTKD1 C2CD4C EARS2 ZNF609 BAIAP2 AP2A1 SOCS1 STRA6 CASK OBI1 CDCP2 MIR5704 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5704 BAG4 QRICH1 TET2 ZMAT2 DEDD2 TRAPPC6B ACSS3 BCL10 SV2C GATA3 TFF1 PLEKHG7 FAS SYCP2 POLR1D CAPZB IFI6 NPNT PARP16 TMEM50B KLRF1 SMIM17 NBN HIF1A FBXO36 PDE8B ENO2 SULT1C2 DHX40 CLIP2 DPY19L3 SLMAP PAPOLA KDSR HACD3 GLOD5 DNMT3A ATP6V1D PWP1 OXSR1 CSKMT SPIRE2 MPP5 NPAS2 TMTC3 CASTOR3 PBRM1 AASDHPPT RALB EPHA3 PNRC2 ACVR2B SDC2 PAQR5 MIR512_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR512_5P SRPK2 DMXL2 RINT1 CCDC167 C17orf75 BBS4 DCAF17 RHOT1 SLC35A2 KNL1 CCPG1 KCNH5 PKD2 HSPA12A GAPT STARD8 SINHCAF RIMS1 RIBC1 CAMK2B PTMA NUP153 KCNC1 NUDT18 SNAP91 DDX6 NANP DUOX2 BAZ2A SUCNR1 DEFB132 UBQLN1 GNL3L PTPN7 CRK GPC5 ATG12 TMPRSS13 HLTF MMGT1 JOSD1 MPPED1 REG1A PRR14L SHQ1 ACOX1 ESYT2 PPM1B INO80D ATRX TRHDE TESMIN SLC22A3 EFCAB5 PHF6 CTNNB1 DCC XKR6 SERPINB9 MIR3654 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3654 D2HGDH FCAR ZNF134 RAP1B ACBD5 ACTBL2 VANGL1 TNFAIP8 CPEB3 JAG1 MSL2 SECISBP2L PSMA5 FBXW11 CAB39L ABHD2 TMCO6 UHRF1 ADAT2 TBL1XR1 FRS2 TCHP DHX36 AP2M1 SMIM5 PIM2 SGIP1 KRBOX4 ZNF554 CDK8 PI4K2A GSTA4 GATA2 SMURF1 IQSEC1 ATG12 CRNN HLA-DQA1 TMEM68 RPP30 GSAP CALCB MFSD14A ZNF638 ZNF776 MED26 MIR552_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR552_3P CEBPZOS JAK1 IMMT BIRC6 SAMD9L TSC22D1 GCNT1 ZBTB14 DNAJB14 C9orf40 NDUFA6 CARMIL1 NR2C2AP TSPYL5 NF1 MUC17 FAP SLC30A9 MAPK10 SLC25A33 TNRC18 SEC14L2 CSKMT ATP5MF-PTCD1 MEX3C LHX8 CTDSPL2 NLGN1 MTAP IL10 SNRK PPP6R3 STRN3 MBNL2 WDR7 KIAA0930 HMX2 WDFY2 TMEM131 PPM1B DTWD1 MTFR1 SKI NLK DNAJA4 SPDYA SEMA6D RNF20 NSG2 NFATC2 CYP4A11 SGK1 FOXC1 NUFIP2 TAOK1 C8orf34 GPM6A DMXL1 FNDC4 MIR1288_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1288_3P DMTN SMC6 URI1 C19orf12 HTR2C POU3F3 HSH2D ZNRF2 RAP1A RBMXL1 WWC1 GRIK2 TNPO1 IKZF2 STX1B ARID4A OR51E1 SPRY3 ZNF280C TMEM196 ZFPM2 LRCH1 NEUROD1 SLC2A2 BEAN1 ARHGEF6 RIOK2 NFKBIZ FBXO11 CERS3 JCAD KIAA2026 HGF EPHA7 TAB3 UBFD1 FOXO1 PM20D2 FGF13 SOGA1 ARL2BP SLC24A2 APPBP2 MEGF11 ZFC3H1 SERPINB9 MIR203B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR203B_5P VSIG1 CHCHD3 MMD OSMR DYNC1I1 TANC2 UBE2G2 KPNA3 CTTNBP2 EGR2 RIMS1 UBA6 KAT2B CAPN1 IPO7 FAM234B SORCS1 AQP4 ANO5 KCNN3 HDAC7 ABCC4 ABHD17B MAGI1 CBLL1 NPC1L1 CREB3L1 KATNBL1 MAN1A2 WBP1L SUSD6 ARF6 CNRIP1 RNF19A MTSS1 LHFPL2 RBSN LONRF1 CHD8 GARS1 SERTAD2 CD2AP ZHX1 ALDH6A1 TIPARP HLA-F CDK17 KIAA1210 DYNC1LI2 NPR3 ZRANB1 ADHFE1 CPT1A GDAP1 EPB41L4B KRAS CCNC UBE2V1 ZNF223 TENT5A TSSK2 TMEM115 C18orf25 PHF6 CACNB2 MFSD14A PRKACB GLIPR1L2 RYBP ZNF800 TECRL ARL15 MIR3936 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3936 CRH VBP1 FMO1 BCL2L1 FGD4 SLC35A2 TNIK ZBTB20 FBXW4 APC FAM126B NMNAT1 ZMYM2 UFM1 TMUB2 DGKI IFT80 OR2A4 PPP1R11 SNRK ZFHX3 HELZ JAGN1 PFN1 NDUFA2 TSPAN8 ESR1 AL353753.1 MS4A6A AZIN1 TCF20 PTPN4 CFHR5 FBXO42 TPRX1 MIR6772_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6772_5P HDAC9 CAMK2D INSC QRICH1 DIPK1A ZNF417 TMEM80 VKORC1 EDDM3A MPV17 BCL11A SCN9A CNOT7 IGSF10 XCL2 UBQLN3 SLC36A1 CLSPN RFX7 RSPO4 USP35 BLZF1 SIAH1 CNNM1 MYH11 RIMS4 CCDC28A-AS1 DLAT FOXI2 RASAL2 USP9X NR4A3 ZC2HC1B WBP4 MIR374C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR374C_3P PRORP CCDC32 CREB3L2 DZIP1 CACNB4 LAMP2 ARID4A MSL2 FBXW11 ST6GALNAC3 HMGB2 DLD HNMT FAM13C RBM14-RBM4 FAM160B1 SLC12A2 RBM4 NCOA2 DCUN1D5 GRIA3 CAMSAP2 CHUK PTN NDNF PCDH17 VCL CEP44 TBC1D9 SLC9A9 MMEL1 PFN4 ZDHHC13 NEDD1 GULP1 REL ERLIN2 ONECUT2 CDC14A SFPQ MMGT1 MAP10 ACSL1 MTFR1 FAM120A BRIP1 GTF3C3 FPR2 CEP128 ZKSCAN2 L3MBTL3 GABRB2 PELI1 MIR6838_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6838_3P ELOVL7 ITGA6 AEBP2 PTPN2 ELMO1 CDV3 UTY CILK1 FIGNL1 TTC17 CSMD3 FADS6 PSEN1 TMEM230 PAN3 KDM5B CPSF7 MATN1 ATP6V1A ISL1 SRP68 MET PRR16 UBXN1 IRF2 SNAPIN HOXC5 UBLCP1 RARB RWDD3 ZFP69 TPT1 CAPRIN1 SAP30BP UBE2L3 BMPR1B ATF7 CAPZB SH2B3 YWHAE KIF21A FRYL GALNT2 LBR PICALM EMX2 VDAC1 ATP8B1 SMAD1 ABTB2 SLC22A9 GABRB2 COL24A1 H2AZ1 PELI1 SCN2B PARL TMEM86A ALDH6A1 IMPG2 ZBTB10 MIR6757_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6757_5P SLCO1A2 GSG1L FKBP10 WNT7B ARHGEF38 CD46 IMP4 ZFP82 ZNF292 WDR72 AC016876.1 TMEFF2 GPATCH2 RAD51AP1 IKZF5 TSC1 FAM161A CYP26B1 PBX1 TMC8 ZNF559-ZNF177 IFT80 KIAA0513 ZNF219 SEL1L3 SMDT1 MAP4K5 FADS1 THAP10 B3GNT3 TSFM ATP2B4 NEU3 TKTL1 BCL2L15 CNNM4 KRAS SELE FAAP20 ZNF558 LOX KIAA1549 ADGRL2 UBFD1 AMMECR1L SLC31A1 RPGRIP1L KIF11 INO80D NSD3 FILIP1L ZNF468 SPINK13 FPGT ALG8 IFNAR1 CSDE1 MIR340_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR340_3P LIX1L TMEM170A TAPBP TMEM41B RWDD2A INPP5B HUS1 ZBTB8OS ATXN3 TULP4 LRTOMT QPCTL ZNF7 SLU7 SLC16A4 JPH3 VPS33A CYB5R3 ZNF814 SPCS3 ATAD5 SINHCAF TLCD2 ZNF835 INMT SPACA9 ZFP64 TPM3 EIF4E ZNF816-ZNF321P MBOAT1 S1PR2 APOBEC3F ZNF805 ZSCAN2 TMED4 SLC36A2 DCAF16 NOP14 SEC61A2 ZC3H6 ACTR10 CTSV TSPYL1 EPHA3 SHOX UPK3BL1 ZNF850 C15orf40 R3HDM2 MIR504_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR504_5P UBN2 SPRY4 CNOT2 NRF1 NCSTN SH2D4A PLEKHN1 UBTD1 TENT4B COPZ1 MRAS EPB41 C3orf18 CDCP1 COPS4 CEP170 DUSP3 CNOT6 RASSF1 MAN2A2 TMEM38A CTDSPL CXXC4 BORA NFIX PCDH17 ELOVL6 ZMYND11 TP53INP1 KCNK2 TMEM121B PTPN7 HENMT1 DLC1 RNF38 MORC2 ASXL1 CDC42SE1 SLC35E1 LINC02693 UBE2G1 TP53RK ST6GALNAC6 FZD7 MECOM MMP24 PDCL MAPRE2 FJX1 GMIP WDR26 SMPD3 PRSS35 CDK16 GOLGA3 TMEM123 L3MBTL3 MIR764 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR764 TRRAP KCNJ1 MTMR4 LBH TMEM106A RNF41 CHIC1 NOL4L DNPEP F13A1 RAF1 TTN METTL21A ITPR1 UBE2Z FAM53A SOX5 PTK6 CCR3 MAPK10 ASB6 PDYN GANC WAC SLC43A2 SUV39H1 RLF FBXO33 IQCK TMBIM4 HOOK3 OAS1 TDRD6 EIF4EBP2 PPM1B CWC15 ANGPT2 PHRF1 SNRPA POP1 NPAP1 BOK MON1B DCAF7 SOS1 PPP1R42 RORB CLN6 MIR924 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR924 SDHD WIPF2 PCSK1 SULF1 ELOC SPRY2 ARPC5L MR1 BMPER AXL TBC1D8B COMT WTAP MACO1 SGCD FAM20A AGMAT ZBTB33 KIRREL2 TENM4 IL36G EYA2 SELENOP PIK3AP1 RGMB YBX2 TAF5L ELK1 HIRIP3 MAN2B1 DUSP5 MAP3K1 SKIL TIMD4 CDKL3 TWF1 WEE1 AFAP1L2 NYAP1 RALGAPB NUP160 TFG MMACHC USP42 FCHSD2 BEND2 TMEM67 VWA3A FAM78A DCBLD2 PAG1 MIR218_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR218_2_3P SLC25A40 MTERF2 ADAMDEC1 DNAL1 OSGIN2 ZC3H11A ZNF33A CCND2 PPIL1 MORC3 KIF13A PHACTR1 POM121 ZNF33B CACNA2D1 UGCG RBM27 PTPN2 HSF2 DUSP13 ZNF585A SYPL1 EIF4H PI15 CAVIN4 SKIDA1 C12orf76 FAM168A GID8 GOLIM4 POM121C RTKN2 COL6A1 ALAD COL6A5 DEFB110 TTC13 HDAC1 OLA1 NUFIP2 BMP6 SCAI SMLR1 ZNF354C ZNF750 DSG3 ZNF154 WDR26 MIR635 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR635 BTBD1 PTPRM NID1 FAM120C SOGA1 SLC11A2 APEX1 SELENOH CCL20 NXF3 TOP2A METTL8 ADRA1A KLHL32 KAT14 GAB3 TAF4B COL8A2 HACD3 PML PLD1 CD69 PRX KIFC1 BCCIP MTSS1 MPPE1 ESYT1 HSPA5 MAGEA10-MAGEA5 PLXDC2 CCDC6 NAA15 GLUL PM20D1 RUNX2 LRRC8A MAGEA5 PAFAH1B1 KMT2A RPS6KA3 DSC2 SKI CMTM6 RIT2 COG7 PIGZ UBE2D3 SIDT2 IFNAR1 MIR1914_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1914_5P SYDE1 ZADH2 KBTBD2 TSPY2 SPSB1 TSPY1 NCAM1 ZNF273 FOXP2 SHISAL1 CALD1 CASKIN1 ZBTB10 ZNF138 UBE2Z SH2D7 GPR39 ATP2C1 ATP1B4 TOMM5 TSPY4 MGA DPYSL5 EMX2 TSPY3 DHRS3 RBMS1 SATB2 ZNF112 TRIM14 ZNF98 MYO16 ZNF680 CNGA3 TSPY10 SLC33A1 ACADSB IBA57 DUSP26 PHEX NELL2 SKIDA1 CDKN2B RAP2A DNAJA2 ADAMTS15 SEPHS1 TSPY8 BMPR1A HIF3A PLAAT2 KCNC4 TCF20 CLN8 CCDC57 TOR1AIP2 CEP350 ST18 TBC1D30 KCNQ4 FLRT3 BCAP29 ZNF675 RAPGEF5 ZNF730 EXOC5 MIR4725_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4725_5P UBN2 SPRY4 CNOT2 NRF1 NCSTN SH2D4A PLEKHN1 UBTD1 TENT4B COPZ1 MRAS EPB41 C3orf18 CDCP1 COPS4 CEP170 DUSP3 CNOT6 RASSF1 MAN2A2 TMEM38A CTDSPL CXXC4 BORA NFIX PCDH17 ELOVL6 ZMYND11 TP53INP1 KCNK2 TMEM121B PTPN7 HENMT1 RNF38 MORC2 ASXL1 CDC42SE1 SLC35E1 LINC02693 UBE2G1 TP53RK FZD7 MECOM MMP24 PDCL MAPRE2 PAGR1 FJX1 GMIP WDR26 SMPD3 PRSS35 CDK16 GOLGA3 TMEM123 L3MBTL3 MIR7702 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7702 DIP2B TMEM163 HIPK3 PTH NDUFA5 STXBP4 CHL1 KPNA3 EFNA3 HINT3 ZNF662 SNX3 NEFL TGFBR1 PDE1C GABRA6 DCX ERLIN1 CBLL1 PRTFDC1 SLC25A39 CDK16 YTHDF3 MFSD1 AGPS LMAN1 EPB41L3 EIF2AK3 KCTD12 SMIM10L1 ADRB2 DSTN SLC35G2 BCR DCTN4 STRN3 DUT UGT8 LIFR SMURF2 SLC2A13 MGP EYS E2F3 DMGDH RPS6KA5 NCOR2 CAMLG SLC33A1 WAPL WASL GNB4 MEIOC STXBP1 MIR619_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR619_3P OGT CACNB3 PDLIM4 ATP6V1G2 EDEM3 TSC22D1 TNFAIP2 PTPRA MR1 KIAA1841 WBP1L EPB41 APC FOXG1 MICAL3 TNKS2 DELE1 LSMEM2 NANOS1 OPRM1 SMARCD1 GNG7 TIFA OAS1 EGR3 SLIT3 MGA SPRY3 VIT PREX1 MAML2 SGPP1 FAM131B MAPK9 PCDH9 ARNT MSI1 TCHH RUNX1T1 KDM7A MDGA2 GRB14 S100A7A SHANK2 RSF1 GAL3ST3 RBPJ FAM155A WDFY3 XPNPEP1 TLX1 ZCCHC2 C1orf52 PDS5B GPCPD1 ACVR2B ZNF586 PCBP1 TMEM94 ZNF154 MIR5009_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5009_5P GABRG2 HLF FGF12 HRH4 PRKAA2 RAB2B DPP10 TREM1 HDAC9 RBBP5 SLC15A2 STIM1 ZNF292 ZFAND1 PIK3CG PLB1 HACD1 GPR107 MYT1 STXBP5 CSRNP2 LHX1 LRRC2 CLIP4 TYW5 HACD4 IGF2BP3 GNAI2 ANTXR1 PALMD FAM227B ATP2B4 EN2 YWHAQ APIP RNF114 SNAI2 RALGAPB FST ENPEP SULT1C2 MTHFD2L SNAPC3 MMUT SNX6 TNFSF11 PHF21A BZW1 DCAF4L2 C3orf38 CLTRN SRR SOCS5 SPIN1 UHRF1BP1L RNF150 RAP1B BHLHE41 TBKBP1 MIR1225_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1225_3P CASTOR2 AFF4 C5orf38 SCN4B GPRC5B GSG1L SOGA1 ACSS1 TRAM1 THBD ARRB1 WTAP PTPN14 SEPTIN8 CDT1 RAP1GAP2 TMEM221 ERCC8 PLIN3 ADAMTS19 ARHGAP5 ZNF396 LASP1 CNTN2 PRX DEPTOR IL2 C15orf56 MTMR11 ZNFX1 OAZ2 NDUFB11 MAP3K1 FMNL2 SERF2 SNX12 RAD23B BICDL2 GALNT14 SLC7A6 EPN3 ARMC3 C11orf87 COL6A1 PCDH9 KRT4 SLC29A3 KIF3B GFER SEC24C KCNH7 NT5M TRIM66 ALDH16A1 KLK8 TMED1 P2RY2 HTT NPTX1 RORB CACNB1 MCHR1 GLDN SPNS2 MIR6502_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6502_5P HMGN3 FAM98A MACIR NCSTN GPD2 RGS8 URI1 MIER3 XRN1 MYLK3 TRABD2B SNAP25 NCK1 SNX18 ISLR SLC35A1 ADAM12 KCNMB2 NUDT7 ZBTB34 MAN1A2 RABEP1 CAMSAP2 N4BP2L1 ARIH1 WNK1 VWA2 TEP1 ADD3 TMEM33 TAOK2 B3GNT2 LHCGR SCD5 THSD7A ANKRD42 ZFHX2 ZRANB1 EIF4E2 MAP2 RNF166 TSPAN7 SLC6A1 INSM2 TRIM8 OOSP2 LRAT WNT2 RNF10 HOXB13 CPEB2 HTR5A ERI1 MIR6861_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6861_3P CAMK2G CNOT2 KIAA0040 KLC4 ETF1 GABRA1 COL13A1 C9orf152 SUV39H1 LRCH2 ZNF211 LYPD8 ITGB1BP1 SYNJ2 TMPRSS2 TMEM50A THOC1 TTC19 GRIK2 TBL1XR1 NKAIN3 GOLPH3 HECTD4 BTG2 MARCHF2 DPY30 TRAF3 DMBX1 RTF2 MEST ROR2 PHLDB1 SACM1L PPP1R8 MDP1 LYST NDST1 CBFA2T3 PIGM ACSS1 ASB7 ATRN IKZF2 SHISA7 KCNB1 HNRNPA0 ABHD3 SVOP TYRP1 MIR4529_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4529_5P RPS6KB1 MR1 TSPAN9 EPHA3 LDB3 CPEB2 PLIN1 AFF1 LRP1 DIO1 CSDE1 KIRREL2 PUDP ADAM12 DNAJC14 RHOA OSBPL2 SS18L1 MAN1A2 ZNF451 MEX3C RBMS3 NEDD9 OGG1 STX4 ABLIM2 TIRAP C1QTNF3 MARCKSL1 SHISA9 MAGEA10-MAGEA5 LAMC1 SLC2A12 BCAS1 TRIM9 PIK3CA CTBP2 TASOR MAGEA5 RRAS2 RPS6KA3 MARCKS CIT CNNM3 UNC119B ZNF597 CAMK1D IBTK PTGFRN RANBP10 DNAH2 MIR640 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR640 COX7A2 FAM72D REEP5 FAM72B HNRNPH3 GPM6B VLDLR DMAC1 TENT4B ZSWIM5 WARS2 LSM12 SPAM1 PUS10 PLPP3 PTPN9 CCNG1 TNPO1 TM9SF3 BNIP3 UTP3 EXOSC3 NELL1 TRIM33 FAM72A ABI3BP SLC25A46 SOX6 KATNA1 TPT1 IGF2BP3 KLHL12 MAP3K1 GIGYF2 USH2A PPP6R3 FAM72C GID8 WDR43 TKTL1 ADPRM ISCA1 GNPDA1 DCAF6 HIF1A PHLDA1 ING5 ZFP91 ZBTB24 ZNF157 MARK2 TADA2B RNF168 SPINK8 SF3B1 SVOP MIR548AT_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AT_3P MIB1 SNAP47 OGT IL1RAP SLC39A14 SMC3 CCNA2 PRPF40A VTI1A ZNF287 ATF7 SSB CNOT7 HSD17B12 ABHD17B EMSY UGDH ASTN2 PJA1 MEX3C CHD4 SENP8 ZMYND11 SNRPC AEBP2 SLC25A36 SRSF10 RNF169 TMEM33 FBXO33 DDX3Y EXOC8 TIPARP TTC28 ZNF704 PARP12 BAHCC1 CDK17 PSORS1C2 DACT1 RNF185 ROBO1 CDH13 PTBP3 RBM7 TRIM66 GNAQ DPY19L1 RFX3 VAPA DOCK10 ZMAT3 PCBP2 PSPC1 ZC3H12C TEAD3 CAB39 ZMYM2 MBTD1 RASSF3 MIR377_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR377_5P NCOR1 PRRC1 FKBP5 TRPM7 PSG7 ARRB2 CDH10 ROBO1 ACBD5 ZNF483 PITPNM2 ZNF273 BATF2 CHTF8 MTX2 AGO1 NCOA1 CCDC89 C6orf201 HTR4 ACER2 MTRNR2L4 MTRNR2L10 ZNF234 ASIC1 CDK14 FBN3 MYO5C PSG4 PAPOLA EIF5A2 MSL2 ANGPTL4 FKBP1A TFPI ACAT2 EPO MTRNR2L3 ZFP82 PSG1 JCAD ZC3H4 MTRNR2L7 ADGRB3 LAMP5 SYT11 KRTAP8-1 TRIO SLC37A3 DDA1 TMEM30B FBN2 TSPYL1 MYEF2 TMEM167A COL5A1 MIR6718_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6718_5P VSIG1 CHCHD3 MMD DYNC1I1 TANC2 UBE2G2 KPNA3 CTTNBP2 EGR2 RIMS1 UBA6 KAT2B CAPN1 IPO7 FAM234B SORCS1 AQP4 ANO5 KCNN3 HDAC7 MOB1A ABHD17B MAGI1 CBLL1 NPC1L1 CREB3L1 KATNBL1 MAN1A2 WBP1L SUSD6 ARF6 CNRIP1 RNF19A MTSS1 LHFPL2 RBSN LONRF1 CHD8 GARS1 SERTAD2 ZHX1 ALDH6A1 TIPARP ABCC4 HLA-F CDK17 KIAA1210 DYNC1LI2 NPR3 ZRANB1 ADHFE1 CPT1A GDAP1 EPB41L4B KRAS CCNC UBE2V1 ZNF223 TENT5A TSSK2 TMEM115 C18orf25 PHF6 CACNB2 MFSD14A PRKACB GLIPR1L2 RYBP ZNF800 TECRL ARL15 MIR3663_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3663_5P PALM2AKAP2 NAT9 REEP1 GRIK3 KCNN3 VASH1 ARL6IP1 PLEC G3BP2 PAN3 EPN2 SELENOT NRSN1 TBC1D12 CD4 POLR2D SH3TC2 TMEM168 TBL1X FER MANEA CBFB PHYKPL BTRC NFE2 TMPO KLK10 MXRA7 RAD21 EVC ATP2B4 RAD9A SORBS3 C1orf94 BAZ2B LIN28A RSBN1 SLC11A2 YBX1 RBM20 NFIB XYLT1 MEIS2 EML5 KCNK10 SMARCE1 VAPA EPB41L2 NPTX1 TMEM184B INSYN2B SYNJ2BP MIR2909 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2909 CELF4 EGLN1 ARCN1 PLAGL2 DGKH TSHZ2 CHRDL1 VPS13C COX20 TMEM116 RNF103-CHMP3 FOXP2 CADM1 NFKB1 CEBPZOS MAP3K2 SPTLC2 ANKMY2 TOX3 CACNA2D4 CAAP1 KRT35 CELF3 CHMP3 FRMD3 LRRC8B ASCC3 SOCS4 SLC22A23 LNX1 NUCKS1 TMEM169 CHD6 TMEM154 KDM5A PUM2 ZNF638 PCDHB4 SCGB3A2 MAPRE1 RAC1 CWC25 NATD1 HECTD4 CSTF2T HOXA5 MCCD1 ITGB8 C17orf67 MIR4675 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4675 PPM1M MORF4L2 FXYD6 PCBP3 PLK2 SETBP1 FBXL16 PDE4D ZNF410 RGSL1 TXLNG MSANTD3 SRY PRPF38A GRAP2 ADCY1 JADE1 PHF11 PPME1 LRRC32 RAB22A USP9X ZNF609 PTPRF STK40 NKAIN2 EEF1AKMT4 MBTD1 NCOR1 ZFAND5 POLR2D MAGI1 PLEKHA8 PCDH11X HAGH CDRT1 SBF1 PLXDC2 DNAJA2 TAB2 LNX2 PPM1H SDC3 MMAB LARP1 MIR1301_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1301_5P HMGN3 FAM98A MACIR NCSTN GPD2 RGS8 URI1 MIER3 XRN1 MYLK3 TRABD2B SNAP25 NCK1 SNX18 ISLR SLC35A1 ADAM12 KCNMB2 NUDT7 ZBTB34 MAN1A2 RABEP1 CAMSAP2 N4BP2L1 ARIH1 WNK1 TEP1 ADD3 TMEM33 TAOK2 B3GNT2 LHCGR SCD5 THSD7A ANKRD42 ZFHX2 ZRANB1 EIF4E2 MAP2 RNF166 TSPAN7 SLC6A1 INSM2 TRIM8 OOSP2 LRAT WNT2 RNF10 HOXB13 CPEB2 HTR5A ERI1 MIR5189_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5189_3P ITPRID2 C3orf62 CRYZ FAM117B KPNA3 CNBP NDUFS4 CTNNA2 CLEC12A RNF41 JAG1 SELENOS PSMC3IP ZNF488 XPR1 ADORA2A UBR5 PRRT4 TGIF2 TP53INP2 MSI2 MTMR6 TMEM38A PRKDC CBFB SLC12A5 C1orf21 ITGA4 ARMC8 STX4 PBX1 DSEL EIF5A2 EIF5AL1 ANTXR1 TSTD2 FCER1G EFNB3 YARS1 UGT8 SLC18A2 PPM1B ITPR1 ORAI3 FRAS1 DIP2C HGF MSTN PTPRJ PTPN4 NUDT11 RAB6B LCE2C RIN2 ZNF827 SECISBP2L MIR101_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR101_5P SLITRK3 CCDC50 ASPH DMP1 GPATCH8 SPIN2B GLT8D2 TARS1 DMC1 OTULINL BAG2 RPL22L1 SPIN2A TWIST1 GINS1 SLAMF6 SLC17A3 CAMSAP2 FKBP5 CDYL GSPT2 C18orf54 NCEH1 BLMH NPY5R SLITRK5 OGN AASDHPPT SLMAP CASK HSDL2 BAHCC1 FRYL LOX SLC40A1 TRIM2 SGCB TCFL5 SBF2 OLIG3 PHIP HSPE1 AIMP1 REEP3 MIR214_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR214_5P BPGM EGFLAM DZIP1 KLF12 RPS6KC1 RTL9 ASB4 JAG1 PSD3 EYA1 PREP UNC5A SAE1 IQSEC3 ZNF562 KLF8 DHX8 VPS37C YEATS4 AWAT1 UBE2K KLF5 STK35 NCOA2 FASLG SMAD4 MAP7D2 SOX4 NXF1 SRP72 C12orf29 SNAPC5 NELL2 FEM1C WFDC13 NCKAP1L GATA5 ZNF704 CRY2 F10 ARSB ELAVL4 AL451085.2 KDM2A ADCY6 ZFP3 ARHGAP28 TFDP1 GCNT4 PGS1 PPL SLC46A3 ANKRD65 CNTF LRRC75A MIR10397_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10397_3P PPP4R1 DMD ANKRD13C B4GALT6 TENT4B SEC24B NQO1 LMO7 SEPSECS RAB11A PUS10 FUT9 PPARG DHFR GPR156 RAP2C SGIP1 SSMEM1 SPRY3 SEMA3F HDAC2 RERE EIF4E RING1 MAGEL2 PUM1 ZDHHC9 MLLT3 ZDHHC21 KIF21A CD2AP PIK3CB PTGFR APBA1 SHPRH ATXN1L AMMECR1L RPGRIP1L SNRPB2 DEPDC1 MAPK6 ADAMTS3 PLSCR1 GEM PDE1A TYR LEKR1 MIR7705 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7705 LIMCH1 PCDH20 HINT3 DDX17 STRADB CSMD3 SEPTIN14 CHMP4C ZNF268 ZC3H12B SDCBP FAM126B CSDE1 SPAG1 ANKRD46 TNFSF13B KCNT2 RGS17 FMOD METAP2 PPP4R4 ERRFI1 ADRA2B RERE HEXIM1 PMPCB KANSL3 RPA3 ST3GAL1 PCLO HCN4 THAP2 IL6ST FAT3 GCNA RMND5A BTG2 CRLF1 PHIP MVB12B FBN2 FAM174A MSX1 CAPRIN1 DNAJC27 IL22 ZC3H12C RYBP POF1B ANO10 MIR3198 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3198 AKIRIN1 HMG20A TUBB4A GATA4 HTR3C KDM5B GCC1 FAM86C1P BHMT2 MED7 VCAN EPB41L4B IGDCC3 ATP1B4 PRR15 EEF2KMT PFKP ADAR SERPINB13 EFNA5 MEPCE CAMK4 ZIC1 C15orf40 SMAP1 SLC6A4 FAM86B2 DENND4A ONECUT2 KDM5C ORC3 LRPAP1 FAM86B1 EMC8 KLHL9 LRR1 DYRK2 TFG INO80D ZNF793 TNFRSF11B KAZALD1 ADAM10 MAP3K20 KCNE5 BCAM TMEM245 PATE1 TCIM HOXA5 ZNRF3 MIR4268 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4268 SOX7 ZADH2 DYRK1A NDUFC2-KCTD14 UBE4B CSMD3 UPF1 BECN1 PLXNA4 CCL28 PAN3 FAM177A1 GABRP OSCP1 CBR1 NOC3L PEA15 SCAF8 MYCN CCN1 SAMD13 GJB1 STX17 PHF3 CHD3 SCARA5 SNX1 LINC02874 PLCL1 UBE2K TMED7-TICAM2 ZNFX1 SGSM2 FAM160B2 TPM3 CDH7 IL6ST PLCD3 MPZL1 HS6ST3 NFYC WNT5A MITF AGAP1 SLC9A8 DUSP6 GRM7 PHF8 SESN3 TICAM2 HOXB6 MTCL1 RAB6B WDR89 LVRN HTR5A STAT3 ZER1 BBS5 SLC4A4 MIR450B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR450B_3P GABRG2 NSFL1C IKZF1 TMED2 PIP5K1A TMEM139 SLC25A23 WBP1L KRTAP17-1 C6orf136 PGK1 CCDC92 KDSR ASAP1 C11orf58 C4orf19 GALNT10 NECTIN2 SP8 SFRP5 KDM4C GPR180 DCLRE1C PEG10 POLQ TPBGL ZNF708 AP3S1 RFC3 ZSWIM9 PTPN11 DACT1 EYS PBXIP1 LMBR1L CBLN2 DPY19L4 HEY2 ILDR2 SP7 NOVA1 HMCN1 KLF7 HSP90B1 C5orf15 MIR500B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR500B_5P RBM12B IDH1 SYNC ATF1 PRKACB PLAGL2 RPS6KB1 RSPO2 ADCYAP1R1 ACSL6 RMI1 PAN3 NOL4 SNX18 SUZ12 CENPK TNFSF13B PTHLH SYS1 LUC7L3 RAPGEF6 DLL1 ZNF765 AVL9 IRF2BPL SGIP1 RBM27 CALHM5 CNGB1 HDAC2 TMEM182 EDEM1 MRPL35 CASTOR3 LHFPL2 ERICH3 PLXNB1 CHSY1 EIF3A STRN3 ALDH6A1 PEG10 TRIM50 LARP1B ALS2 DENND6A LHFPL1 TLE4 CPEB4 PRKCA CYP1B1 NEXMIF OLIG3 SLC35G1 PLP1 MRPS18C PIKFYVE MIR210_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR210_5P RGS6 DAG1 SH3BP4 SEMA4B EMC10 PTPRD KIRREL1 NOL4 ZNF385B ISLR ZIC3 FAM161A ABCA1 STX17 EP300 ANKRD13B KCNAB2 ARL17A FAM89B CDK13 MEX3A USF1 FAF2 NPNT GPATCH3 OAZ2 CAMK2A PID1 PHF21A RIMS3 MYO18A LDLRAD2 EDC3 ATXN7L3 TMIE TFCP2L1 SHQ1 RIMS4 ADRA1B AL353753.1 KCNH7 TENM2 ANKRD52 TBX4 ELOVL2 BTG2 MYL10 ARL16 C20orf202 BICD2 PPTC7 ZDHHC22 ERFE LRP4 DHRSX AKT3 MIR3690 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3690 SYNPO2 CYP4F2 PRRC1 NPM1 KCNIP1 FYN ERG GPM6B MMP15 HMG20A DYRK1A WWTR1 CCDC69 PIK3R5 GATA4 UBR1 KCTD5 PAM ETS2 FOXQ1 ADGRE5 NMNAT2 LCE3D EMSY C4orf33 KHDC3L C18orf63 CYYR1 EXOC2 LPIN3 CYP2C18 MAP2K4 SCYL3 HOOK3 CHD1 TTC1 ENOSF1 GABBR2 PRDM14 SNX13 USP30 HMGCR CTSF EIF4E2 GEN1 WWC2 NPTX2 TRIM8 DLX3 NR1H2 SEL1L UPB1 PTGFRN KLF14 MIR519E_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR519E_3P ITPRID2 MTRF1L BNIP5 RNF11 URI1 TBC1D3 LRP8 PAFAH1B2 PRICKLE3 NR4A2 C5AR2 AGO1 PAPOLB ZNF513 ZNF280B SETD3 ZNF213 ST6GAL2 KCNJ13 CBLL1 DLL1 TRAK1 TBC1D2 BCL11B CSRNP3 PPP1R7 CYB561D1 DPYSL5 ZSWIM6 TENM3 PFN2 IGSF10 CACNA1D AADAC DCUN1D3 ATG14 TOB1 YPEL4 GABBR2 PTPRG WAC EPHA7 TBC1D17 PAFAH1B1 PRAMEF17 FAT2 DAZAP2 MAPK6 GDAP1 PLBD1 PTPN4 NPAS2 BAZ1B FEZF1 KIAA1549L GGCX BICD2 TBC1D3H TLN2 CLOCK DOCK4 MCF2L DLG2 NR1D2 SYT1 ZNRF3 MIR296_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR296_5P CBX6 HMGA1 AMMECR1L LYPLA2 NUMBL CRYGS ST3GAL3 CMTM4 MYH14 UBAP1 GSDMD KCTD15 MST1R SNAI1 ADAMTS10 SUN2 UNC5A DYRK1B KCNQ2 ZMYM3 CHMP1A F11R DPYSL5 NFIC SRRM4 KLK2 XG SLC25A35 SPHKAP PLK1 SLC38A3 GDF10 COMMD7 ANGEL1 P2RX6 CHCHD4 NACC2 CELSR3 FCHSD1 ZNF334 ACTR1A BOK DDR1 FAM78B CPLX3 GRK6 UBAP2L ZNF512B PLPPR5 HIPK1 CCAR2 GIGYF1 DYNLL2 USP12 MIR4253 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4253 ADAM22 STAG1 MDK CARNS1 NUDT19 THRB TRPM1 CHID1 TNN ARMC3 NECTIN1 COL4A3 CADPS RALGDS ARHGAP36 DENND3 KLHDC1 PCMT1 CUL4B BTBD1 PPT1 MEIS2 MYO9B CAMK4 RIPOR2 AASDHPPT DTD1 IQSEC2 RNF148 TPM2 ATP2B4 ITGA3 SNX18 TM9SF1 HSD11B2 MDGA1 ATXN7L3B FAM122A AFTPH AKIRIN2 USP31 KIF5B RANBP6 ARF3 TMED3 XPO1 PTPN23 MAPK8 KCNA6 ALOX15 MYL12A MIR6514_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6514_5P STK24 HIVEP1 FAM117B RPS6KB1 MECOM TP53TG3 STMN2 IRX4 SAMD9 CORO2B NOP9 VPS26A ATP7A CSTA ZPLD1 CSNK2A1 SH3RF1 NKAIN2 YIPF6 COL3A1 TAGAP SCAMP1 AHCTF1 PEG10 HECTD1 DNAJB9 TP53TG3D HNRNPU RNF169 NDRG3 ATP1B1 PRKCG PREX2 FAM180A PDC FRYL GUK1 ZC3H4 KIAA1549 RB1 ZBTB6 SPAG17 TP53TG3B FGG APOBEC4 FGF12 ZSWIM2 OLIG3 TMEM236 MOSPD1 NOVA1 LRRTM2 IGFBP1 SRR MIR676_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR676_3P LILRA1 SCN8A SRSF10 ACTN1 RAB10 XIAP ANP32B TMEM230 FAM83B ZBTB14 TAF4 TICAM1 SLC39A2 MND1 FURIN RNF111 GCSAML CAPN6 MIGA1 PCDH17 CCDC107 CRY1 HES5 B3GALNT2 RDX TMEM169 FAM241B PSTPIP2 PTPRB CNBD2 ATG14 ZNF235 ATL2 ZFAND3 RASGRP1 TAB2 MRPS23 RSBN1 SMURF2 GFPT2 FGF12 FAM81A SKIL EHMT1 SYT1 GDI2 PRSS35 CLTRN CTBP1 CSTF3 BROX CNOT8 MIR6826_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6826_5P ZBTB44 ZNF148 GRIA2 CBX3 PRRG1 MID1 PER3 PTPRD TNN ZNF567 CCDC88C ANKMY2 MXD1 PLCB2 KIAA0753 EP300 RALBP1 CUL4B ABI3BP PRPF4 HHAT ASB8 STRBP CHD5 RBPMS SGMS1 MAGOHB VPS4B RIOK2 NEDD4 HAUS2 UBE2G1 SLC40A1 DUSP6 KIF4A AP5M1 SOCS5 KRTAP4-3 C5orf51 FOXA1 MIR1231 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1231 PRDM16 WIPF1 KCMF1 GLG1 RRAS2 FNIP2 ELAVL4 EIF4B UIMC1 SMG6 QKI LYRM1 CREB3L3 CC2D1A GOPC SEC13 UGT2A1 POLR1F CTDSPL CEP43 VRK2 TNRC18 TPD52L3 TIAM1 NTNG1 BTN3A2 HDGF HIVEP3 SOX12 MYOZ3 SLC12A1 UGT2A2 ARL5A DPP3 NAA15 PSIP1 ZNF174 TTC28 ONECUT2 ARNTL PPM1E ITGBL1 ATP8B1 BTRC AZIN1 KPNA6 PTCHD4 TMEM115 MECP2 CLOCK SHISA7 SOST MIR1245B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1245B_5P BTBD1 CERT1 BZW1 KLHL29 ZNF367 ITGB1BP1 SLC24A2 DERL2 MON1B DNER NUDT13 ZNF781 IL17B NMNAT1 SCG2 ABHD17B INSYN2A HOXA9 KCNK13 PIP5K1B GRID2 TRAF3 SEC14L2 ZNF74 ARF6 MSANTD3 TMPRSS3 CASK CCDC85C DYNLT3 SNAP47 SLC7A10 PILRA MED13L RNF38 SPARC SEH1L ZNF773 COL4A1 NAA30 DENND6A MAP2 BHLHE40 ILDR2 NEXMIF ZNF584 ZNF205 SLC17A5 ADRA2A ZNF780B NUP58 ZNF22 GID4 PPP3CA DENND11 PPFIA1 CDC14A SPOPL ARHGAP35 TAFA2 ZNF586 MIR6777_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6777_3P EIF4E3 RRM2B NCSTN ZNF687 QKI NDUFC2-KCTD14 RNPS1 CLPX SEPTIN8 PCBP2 PPP1R3F ZNF385B VCAN SLC6A2 CNKSR2 NOP16 EIF2S2 TAF5L KLK15 LRIT3 PCTP HRH1 PRAMEF25 PRAMEF5 SH3BGRL2 SNX24 PIWIL4 KCTD14 HSPA5 UCK2 CLVS2 ZFP64 RXRB MAPKBP1 ULK2 PRSS21 LRATD1 PTPRG CETN3 FAT3 AASDH IRX1 FST RMND5A ARHGEF35 SPATA4 PRAMEF15 CDX1 NR4A3 PCBP1 GNAS IFNE RNF138 PRAMEF4 MIR362_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR362_5P RBM12B IDH1 SYNC ATF1 PRKACB PLAGL2 RPS6KB1 RSPO2 ADCYAP1R1 ACSL6 RMI1 PAN3 NOL4 SNX18 SUZ12 CENPK TNFSF13B PTHLH SYS1 LUC7L3 RAPGEF6 DLL1 AVL9 IRF2BPL SGIP1 RBM27 CALHM5 CNGB1 HDAC2 TMEM182 EDEM1 MRPL35 CASTOR3 LHFPL2 ERICH3 PLXNB1 CHSY1 EIF3A STRN3 ALDH6A1 PEG10 TRIM50 LARP1B ALS2 DENND6A LHFPL1 TLE4 CPEB4 PRKCA CYP1B1 NEXMIF OLIG3 SLC35G1 PLP1 MRPS18C PIKFYVE MIR6502_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6502_3P ATM BTBD3 DLG3 SRSF7 CACNA1D GPD2 PSMD5 RPS6KB1 STX7 C6orf62 MME ZNF367 ANKLE1 ZNF606 IKZF2 FMR1 ERCC8 RGS17 PTPN12 KRIT1 PMAIP1 PLAAT5 OSBPL11 EPHA4 ASTN2 CUL5 YME1L1 TMED5 EYA4 LRRN1 CDHR1 RAB3C GPR137B ATAD2B PDLIM5 KIAA0895L HSP90AA1 FKTN ELL EDN1 ZNF445 GAL3ST3 PTBP2 ZFR AFF1 SEPTIN8 FRAS1 LAMA1 DSE ZNF521 ARMCX4 SUMO3 CAMLG ZNRF3 TRIL FLRT3 MIR4540 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4540 POC1B MGAT5B GLO1 EIF4A2 ACBD5 NNT SLIT2 MECOM PGAP2 ELK4 CDK17 CHIC1 LCE1C RHOG HTR2C KMO CENPI SNX13 HMGCR WDFY1 PPP2R5A PARG RPS6KC1 CPSF7 DDX21 DSTYK TYW3 MYLK PDE7A HMGB1 ABHD3 PDE10A ETF1 RBM43 MANEA NADK2 GPAM MCMDC2 ZSWIM6 MMP20 DNAJC25 URI1 PTPN12 CXCL16 VGLL3 PARL EEF1E1 GABRB2 NRG1 PLEKHH1 MIR7114_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7114_3P RCAN2 MIA2 PHC3 C21orf62 PDE11A MMP16 SPSB1 TUBAL3 CCNE1 ZC3H12A ITPRIPL2 HSPB7 TM9SF3 RNF38 ACER3 EPM2A CCP110 RBFOX1 C10orf90 HEXIM1 NPNT FAM170B DISC1 MARCHF9 DCAF10 TMEM121B ZNF850 DNAJB1 CASQ1 PDXDC1 ZNF641 ZC3H12D SNU13 LRRC8A GAB2 SEMA3C SCUBE3 BET1L DDX20 NINL SHPK AMMECR1 TEAD3 SPOPL TXLNA IQGAP3 MIR515_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR515_3P ITPRID2 MTRF1L BNIP5 RNF11 URI1 TBC1D3 LRP8 PAFAH1B2 PRICKLE3 NR4A2 C5AR2 AGO1 PAPOLB ZNF513 ZNF280B SETD3 ZNF213 ST6GAL2 KCNJ13 CBLL1 DLL1 TRAK1 TBC1D2 BCL11B CSRNP3 PPP1R7 CYB561D1 DPYSL5 ZSWIM6 TENM3 PFN2 IGSF10 CACNA1D AADAC DCUN1D3 USH2A ATG14 YPEL4 GABBR2 PTPRG WAC EPHA7 TOB1 TBC1D17 PAFAH1B1 PRAMEF17 FAT2 DAZAP2 MAPK6 GDAP1 PLBD1 PTPN4 NPAS2 BAZ1B FEZF1 KIAA1549L GGCX BICD2 TBC1D3H TLN2 CLOCK DOCK4 MCF2L DLG2 NR1D2 SYT1 ZNRF3 MIR6862_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6862_5P ADAM22 STAG1 MDK CARNS1 NUDT19 THRB TRPM1 CHID1 TNN NBN ARMC3 NECTIN1 COL4A3 CADPS RALGDS ARHGAP36 DENND3 KLHDC1 PCMT1 CUL4B BTBD1 PPT1 MEIS2 CAMK4 RIPOR2 AASDHPPT DTD1 IQSEC2 RNF148 ATP2B4 ITGA3 SNX18 TM9SF1 MDGA1 ATXN7L3B FAM122A AFTPH AKIRIN2 USP31 MUC13 KIF5B RANBP6 ARF3 TMED3 XPO1 PTPN23 MAPK8 KCNA6 ALOX15 MYL12A MIR5007_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5007_5P AFF4 TSEN34 SCRIB OXTR FZD3 EFNA3 CD9 PSMB4 PPP1R17 RGS4 RBBP9 CTCF C3orf18 SLC26A9 SLAIN1 C10orf67 GNA12 PROSER1 CDC42EP3 SMPX KIF13B ASIC1 SPRY3 CDK15 ZNF333 COL11A1 SYNM CUX2 GRID1 KLF10 PBK SOX11 IL10 COL5A2 SPRYD3 DENND4A GLO1 WDR7 BLZF1 PIWIL1 AFAP1L2 SF3B1 IRX2 CSNK1A1 RBBP5 BZW2 COL14A1 XYLT1 FANCC PHF21A H2AZ1 RGS16 TMPO TCIM STEAP1B RND1 KMT5B IL1A MIR874_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR874_3P PLD3 ARMC1 DLGAP1 HOMER2 ZDHHC16 CCNE1 HTR2C PSD3 SEC22C PARP14 BDH1 RGS4 SORCS1 RFTN1 NR2C2 FAM160B1 NSMF PRDM1 CNKSR2 PTPN12 SH3TC2 TIMM22 SLC12A5 ASB6 MEGF8 MSRB3 NCKAP5 KDM4A MXI1 ZNF655 ZNF107 NFATC1 SORT1 DCUN1D3 RNF169 TBC1D20 CD160 ZNF618 PDE1B BMP2K GIGYF2 SLC5A3 NAV3 HIF1AN TPR NUFIP2 FAM53C GID4 PPFIA2 NUP58 USP34 MCTP2 RASAL2 SATB2 MIR6822_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6822_3P MTUS2 CACNA1D DIXDC1 BIRC6 SLC35A2 AKAP12 ZDHHC23 G6PC2 SLC5A5 SRSF11 RAD51D LSM12 DERL2 FBXW4 ITPR1 BCL2L2 E2F4 IRAK4 MAGI1 SLC4A4 ADAM12 PDXK WSB1 KLK9 ZCWPW2 ANKRD29 MICAL2 TWNK TSGA10 OXSR1 CLASP1 ZSWIM6 QTRT2 ZNF491 SDC2 CNTNAP2 SPTSSA GPC6 GOLGA6L10 CASP2 GDAP1 KDM5B CDK17 SERPINB1 PDS5A SLC31A1 ADCY1 MAP2 ZSWIM2 KCTD7 KCNJ3 SMC5 MAGED1 FRA10AC1 MIR3199 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3199 INTS9 MAU2 PDCD10 GNB1 CTBP2 LRP8 CNTFR KDM6B ADCY9 PRDM6 B3GALT1 ARHGEF7 SYNPO2L CLSTN1 WTAP LIN52 EPN2 FAM234B GP1BA TNPO1 DBNDD1 NAP1L1 MAP3K13 DCDC1 TMEM200A NPAS3 CDK16 FBXO25 SARM1 ADAM33 SLC6A17 MTMR11 SATB2 RFX3 POLQ CD28 GAB2 SULT1C2 ZNF251 EIF2B1 FAM171A1 CCDC187 LVRN CRAMP1 C5orf22 MIR6086 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6086 NCOR1 PRRC1 FKBP5 TRPM7 PSG7 ARRB2 CDH10 ROBO1 ACBD5 ZNF483 PITPNM2 ZNF273 BATF2 CHTF8 MTX2 AGO1 NCOA1 CCDC89 C6orf201 HTR4 ACER2 ZNF234 ASIC1 CDK14 FBN3 MYO5C PSG4 PAPOLA EIF5A2 MSL2 ANGPTL4 FKBP1A TFPI ACAT2 EPO MTRNR2L3 ZFP82 PSG1 ZC3H4 MTRNR2L7 ADGRB3 LAMP5 SYT11 KRTAP8-1 TRIO SLC37A3 DDA1 TMEM30B FBN2 TSPYL1 MYEF2 TMEM167A MIR1265 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1265 ZNF568 SLC25A21 PMP22 DMD CBX3 GOLT1B EMC4 C2CD5 CHD9 KLF15 FRG2 DEF8 TSHZ1 PML TRIP12 CYP7B1 VPS13B CUL4B NDST2 MANEA LARP4 BTAF1 STAC ARIH1 INTS6 KDELR2 SLC39A8 RAB32 MPHOSPH8 ZBTB2 FRYL PPP2R5E MPHOSPH6 PATE4 ZNF813 TNFRSF6B GLT6D1 JMY ELAVL2 CCBE1 KMT2C MFSD14A INAFM2 BCAP29 YY2 MIR3144_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3144_5P CAMK2G RANGRF CERKL SMARCD2 NCOA5 TANC2 NDST1 TRAM1 EPB41L1 IMPA1 SHISAL1 KIR2DL1 CDK19 KCTD15 NRGN MALL AKNA ATP11B ZFP41 SCN3A TP53INP2 IQSEC3 KIR3DL3 UBL4A DHRS9 EGR3 SIK3 CHRFAM7A STMN4 TMEM201 TBC1D5 POU2F2 PEG10 SLC1A7 INHBC ECEL1 SH3PXD2A NTRK2 KIR2DL3 AMER2 PHKA1 WDR91 DIP2C EXOSC2 PPP1R9B ITK SHISA6 VPS26B KIR2DL4 CLRN1 MSX1 SHISA7 MIR6834_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6834_3P SLC39A1 MAGEA4 RANBP10 PDPR SOHLH2 APBB2 CNTNAP1 FOXP2 CRISPLD1 NKAPD1 TBL1XR1 TM9SF3 DFFA ZFAND1 MOB1A NFYA NRG3 PHAX KCTD1 FUT11 PFN2 TMEM99 NTRK3 CENPN UBLCP1 IGF2BP3 TP53INP1 DNAJB9 NUCKS1 ADAMTSL3 KIF3C DUT NAA15 KRAS PRAMEF18 FAM135B GBP3 CPN1 NEUROD4 ARL8B GCM2 RUNX1 DDX20 COL19A1 SWSAP1 CAMK1G H2BW1 MBTD1 MIR33B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR33B_3P ITPRID2 MTRF1L BNIP5 RNF11 URI1 TBC1D3 LRP8 TIGD2 PAFAH1B2 PRICKLE3 NR4A2 C5AR2 AGO1 PAPOLB ZNF513 ZNF280B SETD3 ZNF213 ST6GAL2 KCNJ13 CBLL1 DLL1 TRAK1 TBC1D2 BCL11B CSRNP3 PPP1R7 CYB561D1 DPYSL5 ZSWIM6 TENM3 PFN2 IGSF10 CACNA1D AADAC DCUN1D3 ATG14 YPEL4 GABBR2 PTPRG EPHA7 TOB1 TBC1D17 PAFAH1B1 PRAMEF17 FAT2 DAZAP2 MAPK6 GDAP1 PLBD1 PTPN4 NPAS2 BAZ1B FEZF1 KIAA1549L GGCX BICD2 TBC1D3H TLN2 CLOCK DOCK4 MCF2L DLG2 NR1D2 SYT1 ZNRF3 MIR6800_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6800_5P ATP5MC3 SLC38A2 NAT1 UBAP2 RNF103-CHMP3 TM2D2 ZNF614 QKI ANKRD12 MTUS1 MANEA CHMP3 EPHA6 MNAT1 LNPEP NIT2 MYO16 ANXA4 ABHD12 GOT1 DDX46 SUGT1 RAVER2 MMP3 ARHGAP24 ADAP1 PCDH9 NEK7 BBOF1 PNPLA3 IFIT5 PTPRZ1 GLO1 DIS3 TNIP2 SPRED3 ZNF785 KRT222 LIPH EPS15 TTC14 CLN5 ADAMTS5 LVRN MIR6888_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6888_5P CAMTA1 CCDC87 HOGA1 CFLAR ZIK1 NDUFS4 TENT4B BASP1 ECRG4 CDK19 MTF2 HAUS6 CNR1 OSTM1 ATRNL1 TC2N STEAP2 SH3TC2 EGR3 SS18L1 SLC6A12 EYA3 MAGEB1 FAM172A IRF6 PCGF5 DACH1 CYP4B1 CIAO2A ARMS2 FAM122C LPL MOSMO KDM7A HSD3B2 TM4SF18 MAP10 PDS5A PMS1 AAK1 PTAR1 NAV1 HTR1A GMFB PCSK5 PIK3C2B APOL4 PDE4D ARHGEF35 MAN1A1 PANK3 MAS1 GNB4 MIR3691_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3691_5P SYT17 GSG1L NCAPH2 DPP10 RORA BID ACLY CCL8 THAP9 SPON1 UBR1 TTC19 FYCO1 NRXN1 PCBP2 EFR3A DCX GNAL TPRG1 SH3TC2 ZNF74 TM2D3 SLC4A5 SPPL3 SPHKAP ATP2B4 USP6NL KCNG4 RAB6D E2F7 TIA1 UBE2G1 TFDP3 C16orf70 MFNG PLEKHG2 TSR1 CCDC179 JMY ADAMTS3 ARID2 AMMECR1 IL12A MZF1 FOXN1 MIR668_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR668_3P DIP2B ABCD2 TMEM68 FGD4 TRIM7 UBE4B TBC1D8 TGFBR1 ITGB1BP1 KCNH5 BAGE2 RBMXL1 ZBTB10 MIER3 UBE2QL1 GCC1 BMS1 WAPL GMCL1 GLCCI1 TOX3 ZNF536 DZIP3 VSTM4 KCNV1 RBMX DCUN1D5 AK4 HHAT H3-3B C11orf16 RGSL1 DPP6 MXI1 SMAD3 ZNF226 TMEM237 ATP6AP2 GOLGA7 MT1M ASXL1 DCAF12 FGFBP2 CNOT4 S100PBP FKTN MOSPD1 CCDC15 USP37 SESTD1 NFIB LRRC57 B4GALT1 NACA ACP6 PDGFRB SEL1L KIAA1841 SPG7 FPGT ID4 MIR3146 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3146 EHBP1 ZKSCAN8 EIF4A2 ETS1 TSNAX CNTN4 NUDT10 TBC1D15 REPIN1 CTHRC1 COL4A4 ENKUR SOX30 BCKDHB VAMP7 TDRD15 ZNF470 ANKH NCOA2 LHFPL2 CACNA1D NR2E1 PCDH9 NLN FOXN2 ACOT11 CLVS2 OCRL SLC6A4 UBE2H PRMT3 NTF3 F9 PIWIL1 UGT8 ZNF624 ANKIB1 ATP6V1C1 L3HYPDH AP3B1 MYEF2 ARHGAP11A NSD3 SUN2 TMEM236 DCTN6 CXCR6 AHSA2P RARRES1 WBP4 MIR6836_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6836_3P C2CD5 AURKA ANXA11 DSC3 ATP6V0B BAGE2 PIK3C2A SERINC1 ORAI2 CDH8 NUP98 NANOS1 TMEM273 SCPEP1 IL18BP DPYSL5 TPD52L1 PROX1 SYN3 ADRA2B TSPAN18 DNAH11 GPR85 REXO2 ZNF396 G3BP2 CLDN1 SCN2A RFX3 PPARGC1A SLC52A3 SNPH LCP1 ATP1B1 ADAM10 KSR2 PANX3 ZNF704 SOBP FNBP1 PRCD CHODL SRSF3 FRMPD4 FLT3LG AVPR1A USP31 CSTF2T CAMLG BEST3 MARK2 VPS26B NR4A3 SRSF1 L2HGDH MMRN2 MIR490_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR490_5P C1orf43 RANBP10 ARPP19 YWHAB SERPINB10 ALDH1A2 NBR1 GCH1 COLEC11 ADGRF3 PKD2 KIRREL1 EMCN P4HA1 LAMTOR3 WDR44 ARHGAP42 TOX3 FOS C11orf58 BORA UNC80 APPL1 GPALPP1 HPS5 F8A1 ZEB2 ALG10B CXorf56 INHBC TTC29 ZNF347 ADCYAP1 LRATD1 BAZ2B SPRED3 CST8 RTL3 USP37 COA5 TAOK1 CNTN3 SHISA7 ARHGAP26 LMOD1 MIR378H http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR378H RPN2 SULF1 RAN PHC3 KCNIP2 NKX3-1 TSPAN17 JADE3 RAB10 METTL4 CHAMP1 FLT1 KLK4 UHRF1 CPD NR2C2 OPRM1 CCNI2 GPR156 PIM2 KIAA1522 PTGES3 ZFPM2 ELAC1 PLCXD2 AK7 NCAPG VPS53 AHSA1 IQSEC1 PROK2 OTUB2 NPAS4 ATXN7L3B FCGR1A WDR64 C4orf46 CREBRF AGK RNF168 NUAK2 ZNF124 MIR203A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR203A_5P WIPF1 DIP2B ARMC1 ERBIN RNF11 KLF11 PFKFB3 ANKRD44 KBTBD2 APAF1 JAG1 IGF1R PTPN14 MAP4K3 CDKL2 SINHCAF CCNG1 CCER1 ABCC4 CDH6 ABHD3 MICAL3 CEMIP ABHD12B VIT LASP1 FAM102A MEX3C TBP TAMALIN PPFIA2 COLQ TSC22D2 NT5E EPHA3 CSGALNACT2 CNOT6L DTNA CATSPERE SH3BGRL AARS1 FRAS1 PHLDA1 TUBD1 CCL2 EPC1 BTG2 NBPF1 ZBTB4 ZNRF3 ZC3H6 CREBRF CCDC113 CDKL1 ELOVL5 PPTC7 C1QTNF6 RTL6 UBE2D3 ZNF800 MIR5011_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5011_3P STAG1 SGO1 RBM41 SLC37A2 CLEC4M RORA INTS6L DCAF8L1 C2orf50 TIPRL NCOA7 ZC3H12B HOXC10 LDB2 AKAP3 HLA-DRA B3GALT2 PBX3 RSPO1 EP300 YWHAH CTNNA2 ADAM21 RGS7BP CDH13 TOMM70 SAXO2 MTPN PCDH9 CA7 PDE8B LHFPL3 SURF6 ZNF681 XBP1 POP4 ATL1 BPY2B CACNA1B CLDN23 NAA30 SGCB ERCC6L2 INO80D ARID5B BPY2C BPY2 KCNJ3 GP5 SLC9A1 CAMK1D FUT8 MIGA2 HECW2 UBE2V2 MEIOC SYT1 MIR4489 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4489 PNOC NID1 CMBL SLC9A5 GPAT3 PRPS2 TAL1 SALL3 TRERF1 HSD17B12 CARD6 TP53INP2 XRCC4 FBXL16 DFFA SMG7 GAS7 NKAPL ZNF219 DAB2 IL1RN KNOP1 EBAG9 ZMYND11 LRCH4 NONO ST3GAL1 ARHGAP1 FBXO4 REXO1 ADGRG2 MEIOSIN FAM168A FAM53C NR2E3 TRIM55 UBE3A VSIG10 RNGTT ACO2 EMX2 ASIC4 CETN1 FGF13 TPM3 FAM120A KLHL18 ERCC6L2 BOK PRKCA GNG13 DNPH1 SMLR1 ABHD4 BET1 MIR4309 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4309 AKIRIN1 HMG20A TUBB4A GATA4 KDM5B GCC1 FAM86C1P BHMT2 MED7 VCAN EPB41L4B IGDCC3 PRR15 EEF2KMT PFKP ADAR SERPINB13 EFNA5 MEPCE CAMK4 ZIC1 C15orf40 SMAP1 SLC6A4 FAM86B2 DENND4A ONECUT2 KDM5C ORC3 LRPAP1 FAM86B1 EMC8 KLHL9 LRR1 DYRK2 INO80D ZNF793 TNFRSF11B KAZALD1 ADAM10 MAP3K20 KCNE5 TMEM245 PATE1 TCIM HOXA5 ZNRF3 MIR4759 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4759 DIP2B TMEFF1 OGFOD1 NID1 CBL ZNF74 RAP1B ETS1 PLRG1 RAP1GDS1 CLGN MSANTD3-TMEFF1 PAPOLB UBR1 SLC6A15 ENPP2 GPT2 RFTN1 ITPRIP TBCCD1 VIL1 PHF14 ZNF664 PTCD2 PABPC1 GLRA2 EIF2AK3 PABPC3 ZNF680 GRM1 GNRHR UBXN10 NAP1L3 NAA50 KHDRBS1 FAM120A TP53RK COLGALT2 ZHX2 UBE2W ZZZ3 IP6K3 LHX2 NLGN4Y C4orf46 FTO AMOT INAFM2 ATRN SSH1 LARP1 MIR3667_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3667_5P KDM5D CBX3 EMC4 EPB41L1 TWIST2 NEURL1B KCNN3 BTBD9 RIC3 CAMK2D HEATR4 ADAT2 COQ2 C10orf67 NUP98 DIRAS2 CDC6 SLC35D1 APP CCT6B PLEKHB2 RBFOX1 SOX6 EYA4 ELAC1 CHN2 CLDN12 ACACA SPO11 MYCBP CSTF3 LCT YBX1 SEMA3C GCNA HOXD10 NRIP1 INSIG1 ZNF521 SNAPC3 CMTM6 VPS72 OSGEPL1 ATP2B1 FRRS1 PNLIPRP3 ASB13 ZNF718 PTPRK SLC22A3 PTCHD1 SP4 MFSD14A PPP2R2B STON2 ANKRD28 AKT3 MIR3650 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3650 RETREG1 HDX KCNIP1 CEND1 SLC37A2 PLAGL2 PDK3 CTSE LMX1A DENND1C STEAP2 MFAP3 COL8A1 C2CD6 STAG2 TP53INP2 PAPPA ERICH4 STX1B RHOQ VAMP7 SRCIN1 MCU MAGEC1 USP13 IFI16 MAK16 SSX7 COL6A6 APPL1 ABR ECM1 CLIP2 ANAPC10 BMP4 DNM1 GOLGA1 FNDC7 PANX3 NPAS4 NWD2 FAM240A ZNF75A CREB3 TMX4 FGF2 ABO AP5Z1 TECPR2 HS3ST3B1 CCDC92 STT3B TENT5A PTCHD1 RHOC GRIP2 PRMT2 PCF11 RIOK1 MYO1D MIR4765 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4765 FAM72D GSG1L TCF3 HOMER1 SGCG FAM72B KALRN TEC STS TTC17 LIN28B PTGIS CNR1 POPDC2 GPATCH2 AIF1L ZNF346 VNN2 ITGA8 CYP7B1 FAM72A ANKH SLC1A6 PRKAR1A ZNF239 SOX6 TTLL2 FOXK2 C1QL3 RFX3 TMPRSS11D ESYT3 FAM72C ACAT1 ELN KCNJ6 KDM4C CCSER1 XKRY XKRY2 CCDC28A-AS1 SFRP1 WDFY3 ZZZ3 STRN PHIP SNX6 PYROXD1 PHKA1 DIS3 CLTRN HNRNPR MEGF11 FOXP1 MIR5192 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5192 SMARCD2 AL008638.2 CKMT2 PDPR EIF4B CYP27B1 GUCY1A1 ZNF345 ENC1 BTBD7 ZPBP2 POPDC2 TPGS2 FAXC MYLK ZNHIT3 ARID5B C12orf4 BLMH ZNF436 PROX1 MAPK14 BLOC1S6 FAM170B SLC13A3 PCDH9 SLC23A1 MSI1 KDM3B ABCG4 G2E3 ABRAXAS2 TRPM3 SMG7 CGN C2orf68 RELA PDS5A GORASP2 ORC5 CHERP PIRT NDUFB3 RGS8 DNAJC25 VWA3A NR4A3 BLOC1S3 MIR3142 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3142 CERT1 BZW1 KLHL29 ZNF367 ITGB1BP1 SLC24A2 DERL2 MON1B NUDT13 ZNF781 IL17B NMNAT1 SCG2 ABHD17B INSYN2A HOXA9 KCNK13 PIP5K1B GRID2 TRAF3 SEC14L2 ZNF74 ARF6 MSANTD3 TMPRSS3 CASK CCDC85C DYNLT3 SNAP47 PILRA MED13L RNF38 SPARC SEH1L ZNF773 COL4A1 NAA30 DENND6A MAP2 BHLHE40 ILDR2 NEXMIF ZNF584 ZNF205 SLC17A5 ADRA2A ZNF780B NUP58 GID4 PPP3CA DENND11 PPFIA1 CDC14A SPOPL ARHGAP35 TAFA2 ZNF586 MIR18B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR18B_3P IP6K2 SLC12A2 SHMT2 BRD8 PM20D1 RAB30 KCNRG SHC1 PPARGC1B CDKL1 RAB10 SERINC5 NQO1 LRRC17 MINDY2 INPPL1 PLCE1 BCO2 ANKRD12 RGS7BP ZNF483 RTN4RL2 GUCY1A2 NOC3L USP48 PAFAH1B1 PANK2 VAMP7 ITGB1 ZNF644 OR11A1 NFE2L1 FAM110B VPS13B FLT3 C18orf25 RHOXF2 NOVA1 TMEM150A ZC3H8 NEK2 ZNF143 CTDSPL2 LRP3 PLPPR2 RAD21 RHOXF2B GPR137B PLCXD3 STOX2 LVRN RALGPS2 MIR24_1_5P_MIR24_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR24_1_5P_MIR24_2_5P SRPK2 ARHGAP20 GLG1 C21orf91 DNAJC10 AFAP1L1 EGLN1 GZF1 ZNF770 PRY2 MFSD1 HNRNPU RNF170 PRY TNFAIP8 SRSF11 XIAP ZNF367 ASPH MYBL1 CALD1 KCNJ6 ACTR2 EDIL3 LAMTOR3 HLCS TM9SF3 IGIP FMR1 PCDH9 SLC5A3 C2orf49 MDM1 ZNF670 ZNF470 NXPH1 SLC6A5 TREM1 BIRC3 TSSK2 TRIM14 ACADSB CERS6 SPTY2D1 ZBTB43 RYBP CABYR MIR4758_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4758_3P BRD2 A1CF OTUD5 EFNA3 SOAT1 TRABD2B CELF5 CDH3 CASKIN2 SUN2 RIMS1 FAM53A PTPRU PSME3 CALR KIF3A NFIX TRIM37 NR3C2 TENM3 CAMKV TCP10L KMT2D CASQ1 USP6NL TMEM119 NAA50 ARID3B KIAA2026 EPN3 PCSK9 ENDOV CHRNG DYNC1LI2 ULK1 GCN1 SRF WSCD2 KLHL18 LHFPL1 DMRTB1 ZFP91 TMEM129 RNF121 TGFB3 GIT1 ZNF512B HS1BP3 KRAS ZBTB41 RNF44 ZBTB47 RORB DGKQ MIR4280 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4280 TMEM59 ARNTL2 HIPK3 TNRC6C PFKM CEP192 APBB2 CDC73 FRAT1 SCAF8 CDC14A LSMEM2 INPP4A ZNF248 DCAF6 CAPN6 RAB12 NMBR RERE TLNRD1 FMNL2 POLR3GL ITPRID2 RHEB SP110 DOCK7 FAM222B KDM5C UBXN2A SGK3 FLRT2 FNIP1 DIRC1 C2CD2 VSTM2B CCDC62 LRRTM3 ZBTB41 ADAMTS3 SLC37A3 GABRB2 SLC39A6 ATP4B TNFRSF1A TSHR KCNJ8 RHOBTB3 FBXO21 CDK4 MIR5186 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5186 HDAC9 GGACT KLC2 OTUD1 KPNA3 KBTBD4 GLRX PSMA5 EMCN NECTIN3 KCNN3 ZKSCAN7 TTBK2 C10orf90 ATXN7 BRPF3 INSM1 SYT4 KCNE2 ZNF704 IMPA2 MYOZ2 BEST3 EAF1 TRAPPC3L CCDC85A NEXMIF DNAJC12 ARF3 CD40LG GPR173 FER TMEM263 GLI3 ALG11 MAP3K21 EPDR1 MIR1289 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1289 NR2F1 THEMIS DUSP1 SLC25A18 COPB1 DET1 IQSEC2 KDM5B XPR1 ATP11B ZNF316 NRP1 SEPTIN6 MOGAT3 POU6F2 VCAN AIDA MSX2 SLIT3 KCNA1 GRID2 SLC35C1 PPA2 EFNA5 ATXN7 DPP10 NAALAD2 IRF2 C15orf56 SUSD4 CHSY1 LMO4 AMT PRMT3 ONECUT2 LRPAP1 C5 ARMC3 ATPSCKMT SEC63 MCL1 HMGCS2 ATL2 SLC4A1 THAP12 SCN1A BSN CD58 C1orf74 TMEM35A NR2C1 MAP3K20 RAB6B WNT2 NUAK2 TPX2 TLN2 PDGFB SOST MIR7975 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7975 BAG5 MPP2 PPM1M MACIR TMEM183A ATG10 CERT1 APEX1 PSENEN NCAM1 DNAJC16 SLC35F1 ACVR1 ATP6V1A GINS3 ABCG1 ATP2C1 PRR16 PTN PDE5A INTS6 MAPK9 LAMC1 C16orf72 STRN3 ASXL2 ANKRD42 SHANK2 STX2 R3HDM1 TSR1 PPIL4 VPS53 CARNMT1 OAZ3 CCNE2 UBR3 C1orf74 PRKACB PCDH19 SMG1 DYNLL2 SPOPL MIR4763_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4763_5P SRSF7 UPK1A MLXIP CTIF RAPGEF1 AMBP HDAC6 APBA2 TRABD2B RAB43 EPHB3 MKRN1 CBX2 ZNF335 ZNF608 RASSF1 LINGO2 NGEF PLEKHM1 UNC5CL RPL7L1 AIFM3 LOXL4 TTBK2 LASP1 FAXDC2 ADAP1 ADCY2 CLASP2 CCDC85C SNAP47 PLET1 FAM168A COL26A1 RPRD1B CXCR5 FGFR2 NOL6 FAM180A ATP10A CHST3 LRRC8A ZNF592 CAMKV INO80D BSN DPP8 MMP24 SH3GL1 RAB6B RAB28 KLF5 TPPP KIAA0232 MED26 MIR8052 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8052 INTS9 PDCD10 GNB1 CTBP2 LRP8 CNTFR KDM6B ADCY9 PRDM6 B3GALT1 ARHGEF7 SYNPO2L CLSTN1 WTAP LIN52 EPN2 FAM234B GP1BA TNPO1 DBNDD1 NAP1L1 MAP3K13 DCDC1 TMEM200A NPAS3 FBXO25 SARM1 ADAM33 SLC6A17 MTMR11 SATB2 RFX3 POLQ CD28 GAB2 SULT1C2 ZNF251 EIF2B1 FAM171A1 CCDC187 LVRN CRAMP1 C5orf22 MIR379_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR379_5P MDM2 PPP4R1 PEX11B MTMR2 TMLHE PITPNM3 FAM76A METTL4 ELMOD2 EIF4G2 RAB30 ZNF582 ZBTB26 SEMA3A MTO1 SMAD9 ESRP1 CCDC88A NR6A1 UBE2E3 MAP3K2 LINGO2 GDF6 DNAJC30 KNG1 TNRC6B SGPP1 TXLNG OGN CXCL11 VGLL3 SMAP1 DNAJC18 GALNT15 LZTS3 NRARP NHLRC3 TLCD2 PLEKHG2 FZD4 SDE2 ZCCHC2 RAD18 MCTP2 CFAP300 MIR3151_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3151_5P FCMR ERF VAV2 DRP2 SEMA6A CAPN1 NAA35 ADD1 CRMP1 NAA60 ZCCHC13 STIM1 INPP5A SNAI1 FBXO41 CAMTA2 ADH1B SPRN NECTIN1 CPSF7 ZNF213 ARHGAP33 SNX32 ZNF234 ABCE1 CDH11 KIF21B SLC30A2 SMG5 SPATA31D4 C1orf167 HNRNPA0 UCN2 CCDC97 GTPBP2 KLF2 FAM120A GNG13 SPATA31D3 GOLPH3L DCDC2C SNW1 TMEM132E MEP1A RPRD2 HOXC8 C9orf50 CADM1 MEIS1 CAMK1G TPPP DOCK3 MIR6855_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6855_3P MBOAT2 PDZD2 MDH1B MAP1B STX11 NIPBL RGS7 TK2 SPZ1 BICD1 CPS1 KAT6B CLEC4D OCLN NHLRC3 L3MBTL1 IL1RAP GLRA2 ZNF594 DAB2 MAPK10 SLC4A5 MYL1 MYOCD PNPLA1 CLDND1 DCUN1D3 ESYT3 KCNJ3 ZNF25 P3H2 VKORC1L1 GAN C1orf50 SV2C FMO2 LCP2 CLK4 PROZ PM20D2 MBNL1 PITPNB ICOS OSGEPL1 GSAP LSM14A MEAK7 HNRNPA2B1 MIR6821_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6821_3P SQSTM1 MAP3K7 CAPS2 SRP9 LARS1 C9orf153 SYNCRIP PSRC1 ATP8B3 ECHDC1 MTDH LYRM1 ITGB1BP1 CLCA2 GCC1 RAB2B WDR47 ERRFI1 EEA1 RB1CC1 DNAJC21 ELOVL1 ATP8A2 CHODL RTF2 APLN TMEM169 PTPRB MRFAP1 GATAD2B ATP6V0E1 HECW2 CLIP4 SHANK2 EXTL1 GRM7 RSBN1 ZNF337 ESR1 FKBP15 GSTA2 NUP188 IFI44L PTS MIEF1 GLYAT MEST RPAIN GGA3 SHISA7 MIR4494 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4494 SCN3B NR2F2 C2CD6 VCP ADH6 FNIP2 MAP1B WASF1 PER2 HDDC3 KPNB1 C1orf109 USP46 DNAJB14 PAPPA CSRNP3 AGRN CER1 AVL9 ASAP1 NCOA2 SETD5 KLHL15 ATP8A1 FBXL20 RTF1 PRKAR1A PHACTR2 CBX5 PTER NEMP1 SLC39A8 RND3 VEZT COPS2 SLC7A6 EIF4EBP3 PIK3CA OPRK1 CHRNG ORC6 TIMELESS ADGRB3 RAB22A ANKHD1-EIF4EBP3 ZNF215 ZNF266 PRKG1 MAP3K20 ZNF468 GRIP2 PRCC SPG7 ADORA3 GLYAT CDC14A KCTD13 MIR3907 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3907 MED15 HLF RCHY1 REEP1 DEFB129 TREM1 CFD SRD5A2 PRPF40A WNT9B ZNF526 NPPA ITGB3BP SP100 PAN3 TBPL1 WDR44 DUSP3 HERC4 CCDC92 SLC30A5 OSBPL11 TENM1 C4orf19 ZNF74 LYPD5 ASPH ZBTB20 COL5A2 COLGALT1 KLHL32 THADA VPS11 AIG1 SMAP2 CTDSP1 ASXL2 ARID3B FREM1 NTN1 YTHDC2 ERBB4 GCNT4 ZFAND2A DGKK PKHD1 CEP350 STON1-GTF2A1L SORBS2 RTL4 CD47 E2F2 MZF1 MIR875_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR875_5P CREB5 ITPRID2 FKBP5 MYLIP PGR RAB11FIP2 ARPC5 METTL4 GLS RFC1 ZNF587B SH3D19 ZFHX3 RNF139 SNX18 MTRF1L STAG2 CNTLN ZNF333 TATDN3 CEP120 YME1L1 RBM7 GCA SYNE1 TMX1 CSGALNACT2 PRKCE CASD1 EGFR RPE65 VKORC1L1 SLC2A11 GNA13 FNDC3B FMO2 EFCAB13 GPALPP1 ESYT2 FOXF1 SMC5 TOB2 DNAJC24 CARF RNF180 EYA1 GPCPD1 STON2 TLL2 RAB9B REEP3 TRAF3IP3 MIR708_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR708_5P IKBKB ZKSCAN8 FGB WNK3 NDOR1 RORA MST1L NFE2L2 RPRD1A CCL28 FAM107A PLAG1 TRPC4AP SLC44A5 TEF LSMEM1 GIT2 ARIH1 RPTN WSB2 CEP162 GON4L EN2 TRIM23 BAG1 EOMES SSRP1 ASPA NOVA2 GSK3B DCUN1D5 PATE4 FOXJ3 TAS2R14 GARRE1 OSBPL10 TNS3 FOXN3 CNTFR TMEM260 BBS10 JPH1 ADGRL1 NPY2R SKA1 BCAM GPM6A ARL17A FAM126A MIR6080 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6080 PAX6 RO60 ADCYAP1 GPC6 ZBED8 FMC1 CPEB2 PEX5L FAM155B ZBTB20 PLAGL2 MSANTD4 STK33 PDIK1L ARMH4 JARID2 CDKL2 SPAG8 DARS1 CSMD1 PYGO1 RALA ZSWIM2 DSG1 PDE7B USP13 METTL9 ACVR1 TRAM1L1 SLC25A46 KLK8 KLF7 MAT2B ZBTB4 PRR3 MNS1 CACNA1D EPC2 SPRED1 SCN2A RARB GABRB2 KCNRG CLN6 INAFM2 SLCO3A1 SKIDA1 MYB MIR3657 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3657 DNAJC10 PDLIM3 NLGN2 ARRB1 NR4A2 ERBB2 PLXNA4 ZNRF2 RASEF PPARGC1B SLC12A3 MED14 FGFRL1 CYTH3 WSCD1 CLCN4 FBXL16 SMUG1 ABLIM3 OSBPL7 AWAT1 EFS C5orf49 DIRAS1 RCBTB1 SLC47A2 RBP3 LILRA5 CLIC1 GNG10 RAB4A GCSAM EBF1 KHDRBS1 IQSEC1 TBC1D13 DNAI4 CNNM1 ATF7IP STARD13 BTRC ZNF350 DMRTA2 CIITA DDX20 GALNT2 KIAA1958 CHORDC1 NUFIP2 SHISA6 MBNL2 MMP13 PIGM DNAJC25-GNG10 ANKRD28 MIR411_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR411_5P SPRY4 NRBP1 CALML4 C11orf54 SGCZ DUSP1 RCC2 GTPBP8 PRKD3 GPR65 CCPG1 MARF1 BNIP3 NR3C1 EXOSC3 SKAP2 RALGDS STK17A PGAM5 ABHD18 TLL1 CDH2 TMCO1 FBXL5 UBE2R2 ZNF680 GRM3 MOSMO ATAD2B ZNF551 FEM1C PREX2 MICB DBF4 KIF21A ZNF81 ELFN1 MITD1 NXPE4 PXDC1 RNF149 MAML3 KLC1 AP3M1 STON2 KIAA1614 HSD17B4 C11orf21 MIR135A_2_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR135A_2_3P SIX4 SLC22A10 CAPS2 NAALADL1 VPS45 ACIN1 ATP23 ELMOD2 TEK PLPBP RUFY2 ZNF138 TOP1 PPCDC NAP1L1 DONSON OPN3 RIBC1 CLDN20 HACD3 EFNA5 ZNF732 ZNF716 ZNF257 SYNM PIP4K2C SMU1 ZNF737 ULBP1 SHISA9 MSL1 ZNF680 ZNF506 PDCD4 ZNF493 SDK1 SIRPB1 ZNF99 KIF16B GTPBP2 ZNF253 PGM2L1 ICOS KCNC3 ZBTB38 NCL MYEF2 MBD6 CREBL2 PISD ZNF208 MIR548AY_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AY_3P MIB1 SNAP47 OGT IL1RAP SLC39A14 SMC3 CCNA2 PRPF40A VTI1A ZNF287 ATF7 SSB CNOT7 HSD17B12 ABHD17B UGDH ASTN2 PJA1 MEX3C CHD4 ZMYND11 SNRPC AEBP2 SLC25A36 SRSF10 RNF169 TMEM33 FBXO33 DDX3Y EXOC8 TIPARP TTC28 PARP12 BAHCC1 CDK17 PSORS1C2 DACT1 RNF185 ROBO1 CDH13 PTBP3 RBM7 TRIM66 GNAQ DPY19L1 RFX3 VAPA DOCK10 ZMAT3 PCBP2 PSPC1 ZC3H12C TEAD3 CAB39 ZMYM2 MBTD1 RASSF3 MIR376B_5P_MIR376C_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR376B_5P_MIR376C_5P STPG4 NFKBIA IL1RAP PGR RORA ZKSCAN3 APEX1 ALCAM NAIP GLS SLITRK1 ASB15 EDNRB ZBTB20 MTO1 GLT8D2 GDF5 USP38 CDH6 GPM6B EXOSC3 NF1 MACF1 FIGN PICALM NFE2L3 ZNF74 WIPF3 ADH5 SLC2A2 TMEM204 TEP1 ZNF34 TMEM108 CLVS2 SLC39A13 SCLT1 EPG5 LATS2 AAK1 SCN1A FAM81A BCOR PHIP NEUROG2 C5orf15 TMEM18 MIR1306_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1306_5P SCN4B CNOT2 LIMD1 BTNL9 RGS8 CTF1 PPP2R2D TKTL2 VASH1 SIK1B WTAP ITM2C EVA1A EIPR1 MAP4K4 TET3 RNF103 AP3M1 ZFAT HPCAL4 RPL28 SPRY3 NLRP13 HRAS PPRC1 GAREM1 LARP4B CEP85L DHH CHD8 SYNPO PDHA1 NASP PHOSPHO1 GOLGA4 GABBR2 SPTBN2 FGFR3 SRSF8 UBFD1 RELA HLCS TMEM135 PKNOX2 IL17RD HECTD4 MAPK6 LRP2BP STK39 MICAL3 PPP3CC MIR6865_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6865_3P SPATA33 COX14 GPX1 MAPT PAX5 KDM6B TSPAN9 C6orf62 BMI1 MTF1 F13A1 JARID2 PRUNE1 AMOT KCNQ2 SLK FMNL3 AKIP1 BHMT2 NFASC APH1A PCSK7 PRSS55 BTF3L4 CC2D1B BTAF1 ZNF773 DSG4 PCDH15 GRID1 COMMD3-BMI1 WDTC1 PLEKHO1 TFAP2D TMEM170B RHO FAM120A ELFN2 ZNF720 SMG7 NSF C11orf71 FBRSL1 SLC26A5 MEIOC MIR2114_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2114_3P AGFG1 LIMCH1 MEF2C LILRA2 DPP10 BIRC6 HIF3A TBR1 LBH PSMC3IP CTBS MEAF6 SENP2 ELOA TSPAN3 RHCG MTMR3 SIGLEC1 TOP3A PRR3 RHBDL3 VAMP1 C20orf203 RAB3B AGTR2 RHO DHX58 BCAS1 APH1A LARP1B RTN4RL1 NLK CSMD1 KPNA6 CHRNE TMEM167B DCP2 STK4 SMPD3 ARL11 ERCC1 GRIN3A MIR135B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR135B_3P SIX4 SLC22A10 CAPS2 NAALADL1 VPS45 ACIN1 ATP23 ELMOD2 TEK PLPBP RUFY2 ZNF138 TOP1 PPCDC NAP1L1 DONSON OPN3 CLDN20 HACD3 EFNA5 ZNF732 ZNF716 ZNF257 SYNM PIP4K2C SMU1 ZNF737 ULBP1 SHISA9 MSL1 ZNF680 ZNF506 PDCD4 ZNF493 SDK1 SIRPB1 ZNF99 KIF16B GTPBP2 ZNF253 PGM2L1 ICOS KCNC3 ZBTB38 NCL MYEF2 MBD6 CREBL2 PISD ZNF208 MIR4265 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4265 ADGRG6 CBLB STUM CINP NME6 FCN1 SPOCK3 MYOF RAB5C LOXL3 VEPH1 SPATA2L OLFML1 PRF1 ARID5B RPL28 USP8 CLDN10 TMEM196 PCDH17 CERS6 FAF2 APLN SYCE1 EIF3J RUNX1T1 STXBP5 EBF3 LRAT SH3BP1 RAD51B VWF ETV5 AQP6 KIAA1549L ASB7 TNRC6A ATP6V1B1 MIR490_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR490_3P BBS9 DIPK2A MED20 ZSCAN32 ANKRD44 PLPBP PPME1 RBM12 RAB14 UBE2QL1 TNKS2 POLR1B EMSY RBM14 ZDBF2 PPP4R2 MAML2 CDYL2 NR3C2 VPS35L IRX6 ABCC2 AHCTF1 FBXO45 C11orf1 TMOD3 CACNA1H IKZF2 TXNRD2 RFX7 SMARCD1 MSI1 KDM7A MDGA2 NUS1 CRYBG3 LINC02693 GCNT3 S100A7A SHANK2 GEN1 GAL3ST3 ARHGAP32 PHC1 GATC CLECL1 PCBP1 ARFGEF1 RNF144B MIR4769_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4769_5P AFF2 ERMN TMEM41B PDZD2 ABI2 MARCHF7 ROBO2 PARP15 SLC25A23 PAXBP1 UBE2H POU5F1 TMEM221 TRDMT1 RAG2 FBXL7 FAM131B RELN PIK3AP1 ELAVL1 USP48 DBT ASPH NXPE1 KCNB1 POU5F1B TSHZ3 RNF123 ANKRD49 ALDH6A1 DNAJA2 AP1G1 MEF2C AP000708.1 HSF2BP ACAN FBXO36 PUS7L COL19A1 MYO19 MMP25 KIF13A MIR28_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR28_5P IKBKB ZKSCAN8 FGB WNK3 NDOR1 RORA MST1L NFE2L2 RPRD1A CCL28 FAM107A PLAG1 TRPC4AP SLC44A5 TEF LSMEM1 GIT2 ARIH1 RPTN WSB2 GON4L EN2 TRIM23 BAG1 EOMES SSRP1 ASPA NOVA2 GSK3B DCUN1D5 PATE4 FOXJ3 TAS2R14 GARRE1 OSBPL10 TNS3 FOXN3 CNTFR TMEM260 BBS10 JPH1 ADGRL1 NPY2R SKA1 BCAM GPM6A ARL17A FAM126A MIR1238_5P_MIR4758_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1238_5P_MIR4758_5P GSG1L TANC2 RBM39 CSNK1E SOAT1 SEC31A STMN2 UBASH3B GFPT1 PPME1 TBC1D12 CLCN6 TXNDC8 NDUFV3 GDF6 TUBGCP4 GLRX NXPH1 CREB3L1 CCP110 ZDHHC3 GTF2H5 UBE2A PLD1 IRF6 DNAJB5 ZNF652 TPTEP2-CSNK1E SAXO1 CNOT6L GRK5 B4GALNT1 AP1G1 VDAC1 PRR14L LCE2D CREB1 MXRA7 ZNF334 SUGP2 ADO PRELID1 KIAA0040 SLC2A1 FOXL2NB MIR4688 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4688 CHD3 AFF4 ARPC4 PPARD TANC2 PTPN1 SPRY2 MLIP ZSWIM5 CPEB3 FUT8 CDK19 HBP1 SINHCAF ISLR CHIA TMEM132B MITF RHBDD1 SMUG1 CDC42EP1 RERG TULP3 GYPB FAM102A DGAT2 CAMK2A POU2F2 PCDH9 SLC33A1 CHST5 SUFU CNOT6L PLCB1 FBRS SOX10 DGAT1 SNW1 GTPBP1 UBE2M TMEM260 PLA2G6 DPY19L1 ZBTB47 NEGR1 GSTT2B TFB1M MIR3927_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3927_5P MIB1 CDKL5 NPM1 FUBP1 BTBD11 VOPP1 TMLHE EPB41L5 OS9 ZKSCAN3 HCAR2 TM4SF18 DAPK1 CLCN3 NEMF ZNF75D CEP43 TRAF3 PAM FRK POU2F1 ZNF233 ATP6V0A2 PCDHB16 CECR2 HCAR3 NDEL1 PLEKHA8 DBN1 ETAA1 KLK2 MSI2 JPT2 AHCTF1 WNK1 GJB7 LIN7C ADAMTS1 KBTBD8 GRIN3A FZD2 MIR5588_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5588_3P RSRC2 CPT2 ABI1 PTPRD RANBP3 NREP SUV39H2 SECISBP2L SEPTIN8 DVL2 IL7R GRID2 ATP11B ZBTB14 ZFP36L1 DLX5 GNAI3 LRRFIP1 OSTM1 E2F5 PICALM MEGF8 NXF1 LILRA4 CNKSR2 MED13L TPT1 CHMP5 CCDC6 GLUL DCAF12 SEH1L SEC62 TPH2 CNEP1R1 LRIF1 GABRR1 POGLUT3 COX4I1 HBEGF BZW2 SLC25A5 GPR137C PIK3R1 SYT6 MIR4259 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4259 PALM2AKAP2 FHIT CTNND1 STMN2 RHOA RBM25 KCTD18 NFKB2 CCL28 SERPINH1 C3orf35 ELF2 DCT NPAS3 CHST9 DCUN1D4 HS6ST3 PAX7 KLHL7 RBM18 SULT1C2 EIF2B1 DR1 MARCHF4 PDZD7 MYEF2 MIR3165 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3165 RFX5 MPV17L ENTPD6 AL008638.2 RAP1B NBEA ACIN1 GOLGA7B SYNJ2 DERL2 SCN1B FAM71F2 NCAPG2 PHB CAPZA1 ERC1 C18orf54 CXXC4 HDAC2 ARMCX2 NEK4 PPARA JAKMIP3 SMG6 DDX50 ITGA9 YWHAG CRYBG3 SH2B3 PKNOX2 AVIL PRIMA1 NCMAP SMG1 SHISA7 SRPK1 PURA MIR4322 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4322 ADGRG6 CBLB STUM CINP NME6 FCN1 SPOCK3 MYOF RAB5C LOXL3 VEPH1 OLFML1 PRF1 ARID5B RPL28 USP8 CLDN10 TMEM196 PCDH17 CERS6 FAF2 APLN SYCE1 EIF3J RUNX1T1 STXBP5 EBF3 LRAT SH3BP1 RAD51B VWF ETV5 AQP6 KIAA1549L ASB7 TNRC6A ATP6V1B1 MIR625_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR625_3P NDUFAF5 ERBIN SLC39A10 WDR76 NUP37 PTPRD PDP1 ASIC5 EZH2 PRICKLE2 PTPN12 POLR1F THRAP3 ZBTB34 RBM27 MANEA CCDC126 ZFPM2 ARF6 LEPROTL1 SLC34A2 ODAPH APOL6 MAP3K1 PAPOLA IL5RA NEUROD1 BBOF1 GNL3L KDM7A GPC6 DNAJA2 CPEB4 ADGRF5 C11orf87 ALAS1 FLG2 PYGO1 GALNT1 ARID1A USP42 MAB21L2 NADK2 TNFSF11 PIP5K1B SOCS5 DNAJA1 COMMD8 SP8 FAM151B SLC24A1 MIR4421 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4421 DMRTC1B DBNDD2 HIPK3 TNRC6C CD300E PDE11A FGF13 TNPO3 ENOSF1 HAUS2 SLC24A2 SRFBP1 ZNF26 GALNT13 ACKR2 VWA8 GMCL1 TBC1D7 PIAS2 ACACB SH3TC2 MLPH EMX2 MPZL3 BACE1 ANO6 GLG1 EEF2KMT TMEM170B KCNB1 SRSF1 PTPN7 MAP2K4 EPO CAPRIN1 ARPC1A C8orf76 CNOT4 NRXN3 RTP1 HNRNPUL2 CCDC24 ADRB1 CDC40 CLN8 CLMN WDHD1 SEC23IP DTD2 COL19A1 TRIM8 DMRTC1 PRXL2C ARL17A CCDC141 MIR378E http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR378E IQSEC2 RPN2 SULF1 RAN PHC3 KCNIP2 NKX3-1 TSPAN17 JADE3 RAB10 METTL4 CHAMP1 FLT1 KLK4 UHRF1 CPD NR2C2 CCNI2 GPR156 PIM2 KIAA1522 PTGES3 ZFPM2 ELAC1 PLCXD2 AK7 NCAPG VPS53 PROK2 OTUB2 NPAS4 ATXN7L3B FCGR1A RP1L1 WDR64 C4orf46 CREBRF AGK RNF168 NUAK2 ZNF124 MIR4301 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4301 C2orf72 CAPRIN2 CENPP EGLN1 PFKM SIX1 PCDH15 PTPRD CRKL UHRF1 TNPO1 ELF2 NR2C2 LEF1 GIMAP2 PRELID2 USP33 CHST2 CREBZF ARL17A UNC80 RAD51B TMPRSS11A TMEM182 VPS13C LONP2 NFKBIZ TSPAN31 ACP2 INO80D WDR82 TFAP2A TPK1 PRNP TENT5A FKBP14 IL23A MIR1915_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1915_5P CALU ZGPAT ACSS3 ANKRD66 PKP1 DIO2 RAB14 KRT40 CEP70 RAB1B MCU SGIP1 ZCCHC24 NCOA2 TFE3 MTMR3 ZNF35 STIMATE IL1RN NAV1 MYPN SSUH2 TCP10L CHN1 DAPK1 SYT4 CNKSR2 MAP2K4 HS6ST3 RBAK PCLAF ZNF138 ZNF785 ZNF28 ZNF813 EAF1 JADE1 AAK1 FOXF1 ZNF600 NOP14 ZNF468 BET1L MTMR9 ZFYVE16 SULF1 MIR4506 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4506 RCAN2 SERPINA1 GNRH1 AQP4 UGT2B10 CD274 FSTL1 SLC2A9 BRCA1 OR12D3 SKAP2 MYO5A KCNV1 PHF2 PTGES3 IGDCC4 CDKN2D SYNJ1 SH3BGRL3 GPALPP1 RNF182 PIKFYVE GGA2 ZNF680 ZDHHC19 F2RL2 FBXO43 HNRNPU BARX2 SMAP1 GOLIM4 UBE2D1 FBXW2 ANKRD42 SIGLEC14 ZFP3 TFDP1 JAZF1 WDR48 CLASP2 ARF4 NAPG SDR9C7 MIR27B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR27B_5P SDHD AFAP1L1 CRYZ RBM39 UBTF OPTN SAMD9 ACSL6 KCTD18 CELF5 MIER3 CNR1 ZFP36L1 C2orf76 GMCL1 TMTC1 SCD5 GLCCI1 CSRNP2 UPP2 TAGAP SRSF6 CLIP4 PRKRA SHC3 DDIT4L ZCCHC3 PGM3 ATP2B4 ZHX1 ZC3HAV1 MARCO NIPSNAP2 PSMB5 DCAF7 PLEKHG3 PYROXD1 FMN1 LIFR ARID2 ETS1 OTUD7B NFAT5 NEK9 MIR5571_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5571_3P AGFG1 SIX4 CCNYL1 SDHD MACIR TMCC2 EDA SRGAP3 SLC39A14 ASAP2 OAZ3 DNAJC16 SLC35F1 CHIC1 GREM2 SLC16A10 RBIS UNC5C METAP2 STEAP2 PAGE4 UBE3D DCTN4 FBXL20 TENM1 ZSWIM6 GNGT2 EIF1AX GDI1 OSBP RFXAP TOX4 MRPL10 ASXL2 ERVH48-1 PHLPP1 COL6A5 VPS53 CCDC85A MBL2 PCDH10 GPR83 UNK AJAP1 LIX1 PRKACB SMG1 AGAP3 MIR3115 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3115 C8orf44 SCLT1 GPRC5B HOMER1 AEBP2 FOXJ2 PGR ELOC ZNF664 ALDH1A2 DYNC1I2 SDR16C5 PRKD3 PICALM GAPT CRPPA KRT40 GPR17 CHAC1 PROSER1 DCX PDE5A CDC6 RPP30 MTRR TBX18 BTF3L4 CDKL4 SNW1 RAB11FIP1 C18orf63 BLID YRDC ZDHHC9 MGST2 DCC ARFGEF1 ZNF195 ISCU MIR5194 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5194 MAPT DOCK9 PAX9 COMMD9 DNAI1 MKRN1 NLRP4 BMF FAP ZFYVE28 CEP20 VGF GVQW3 RGMA KIAA1143 IL24 RAB5B CASP2 GDE1 DISC1 ZC4H2 GOLM2 FOXP4 EVC LZTS3 MEIOSIN FAM222B KDM5C ERV3-1 CASP14 SYN1 TEX51 CD1C IGLON5 KCNQ3 ST6GALNAC6 KAAG1 ACTL7A NOVA1 TRIM11 SYP DDIT4 DHRSX MIR943 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR943 MACIR SC5D CILK1 TCAIM PRDM5 CPEB3 GRIK2 FUT9 NTS BRAP GAS2 C8orf44-SGK3 ZXDA NKAIN3 STXBP5 ABCB11 ARID1B LHX1 STXBP5L COA7 ZMAT1 GHSR RAB31 FAAH SAMD12 TMPO CIP2A TMED5 NR3C2 MYOZ1 EEF1E1 ZXDB TDRD3 TMEM165 NOL10 BMP3 SGK3 FAM9C PDS5A FLG2 HYAL3 PDCD1LG2 MBNL1 NSD3 SCARB2 UBE2D2 EPM2A JAZF1 MAEL CCNC RNPS1 TMEM114 HECTD2 KRTAP4-3 OAS1 EPDR1 MIR378A_3P_MIR378C_MIR378D_MIR378I http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR378A_3P_MIR378C_MIR378D_MIR378I RPN2 SULF1 RAN PHC3 KCNIP2 NKX3-1 TSPAN17 JADE3 RAB10 METTL4 CHAMP1 FLT1 KLK4 UHRF1 CPD NR2C2 CCNI2 GPR156 PIM2 KIAA1522 PTGES3 ZFPM2 ELAC1 PLCXD2 AK7 NCAPG VPS53 IQSEC1 PROK2 OTUB2 NPAS4 ATXN7L3B FCGR1A RP1L1 WDR64 C4orf46 CREBRF AGK RNF168 NUAK2 ZNF124 MIR6798_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6798_3P APOC4 FCGR3B WIPF2 RO60 MPP1 UTY AEBP2 SIGMAR1 PPP6C SSBP2 LRP8 YWHAG ORMDL1 POLR1D FCGR3A UBE4B DNAJC16 DCDC2 TBX10 PDCD4 B3GNT2 MTUS1 ZMAT4 NSMCE2 HMGB1 PEBP1 PRC1 ZMYM2 VIRMA TRDN TM4SF1 HS3ST4 TSN FURIN ZMYND11 AMIGO1 GABARAP EXOC4 CCL7 MIR324_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR324_5P HFE TMCC1 PCYT1B RACGAP1 CAMK2G RBL1 RAN MYO7A DGKH EGR2 UBE2I MAP4K3 BUB1 SP1 CMTM4 FAM237A ELAVL1 ZNF197 ATXN7 CAMKV PBX1 SLC19A3 KCTD20 GAN PRKCG ERLIN2 ABRAXAS2 AP1G1 MGAT3 ZNF713 ENSA SEPTIN3 VDAC1 KLF3 CPT1A ZFP91 KLF7 HOXA2 RBFOX2 TMEM135 PIGM CRISP1 CDS1 TAFA2 MIR1269A_MIR1269B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1269A_MIR1269B CREB5 SLC25A21 MSRA URI1 CCL11 OSGIN2 ZNF84 PCDHGA5 PCDHGA11 PCDHGC3 REST TRAF3 PSG5 PCDHGA10 PLB1 RIOX2 HACD1 PPP1R2 TDRP ALG10 ADCY3 BPTF PCDHGA2 RER1 SYNDIG1 ZFPM2 RBMS3 WAC PCDHGA12 PCDHGA3 PCDHGA9 GLO1 PCDHGB7 DAAM1 ANKIB1 AGAP1 PCDHGA8 EPHA7 MXD3 EMX2 UBFD1 ALKBH8 PCDHGA1 PCDHGB3 FOXO1 KMT2A BRIP1 DAZ2 PCDHGA7 USP9X ZNF160 RHOBTB3 MIR6747_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6747_5P NCDN MAX PPP3CB FZD8 CALML4 CCL21 ZDHHC3 SRGN PARS2 FOXI1 NFKB2 SLC25A23 FCER2 CD302 TMEM176A CSAG3 SYNGAP1 CDC6 ZKSCAN5 LY75-CD302 MET PKD1L2 SLC13A5 RAD51B EFNA5 SLC48A1 KIF21B IL34 IGFBP5 PILRB SOX12 GIGYF2 TBC1D20 TBC1D19 MDGA2 VAMP2 KCNC4 AAK1 BEST1 PPP1R3G MCCD1 MIR6802_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6802_3P GUCY1B1 SYN2 CCDC22 SAR1B BZW1 ETF1 SIM2 IFI27 TMEM44 SLC18A1 FKBP1A EIF4G3 EIPR1 ZNF18 GPBP1 STX17 MOGS PTPN11 KNSTRN POLR3G PLEKHG1 MAN1C1 IRF1 UBQLN1 ZBTB7B HSPA9 SNCAIP ATRX HRCT1 AGO4 VPS53 AASS HIF1AN DCDC2C TUB PROP1 RNF168 SNX8 SLC26A5 CRAMP1 SPNS2 PLAAT1 MIR378B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR378B RPN2 SULF1 RAN PHC3 KCNIP2 NKX3-1 TSPAN17 JADE3 RAB10 METTL4 CHAMP1 FLT1 KLK4 UHRF1 CPD NR2C2 CCNI2 GPR156 PIM2 KIAA1522 PTGES3 ZFPM2 ELAC1 GOLT1A PLCXD2 AK7 NCAPG VPS53 PROK2 OTUB2 NPAS4 ATXN7L3B FCGR1A WDR64 C4orf46 CREBRF AGK RNF168 NUAK2 ZNF124 MIR422A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR422A RPN2 SULF1 RAN PHC3 KCNIP2 NKX3-1 TSPAN17 JADE3 RAB10 METTL4 CHAMP1 FLT1 KLK4 UHRF1 CPD NR2C2 CCNI2 GPR156 PIM2 KIAA1522 PTGES3 ZFPM2 ELAC1 PLCXD2 AK7 NCAPG VPS53 IQSEC1 PROK2 OTUB2 NPAS4 ATXN7L3B FCGR1A WDR64 C4orf46 CREBRF AGK RNF168 NUAK2 ZNF124 MIR556_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR556_5P AGFG1 CREB5 LGALSL ARL8A MRPS18C KCNJ15 GABPB2 GPATCH8 CCDC18 DET1 HOXA1 PIP5KL1 ZBTB46 F13A1 TMEM216 GABRA6 DHX15 BCL2L2-PABPN1 DHX40 C6orf120 SGPP1 IL18R1 COLEC10 TMEM144 FUT1 FNDC3B ATG12 C9orf72 NWD2 HIC2 KLF6 RIMS4 ANKRD20A1 GCC2 ANKRD20A4P L3MBTL3 PABPN1 GPCPD1 PPTC7 OSR2 TMEM167A ANKRD20A2P MIR6769A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6769A_5P TGM2 CACNA1E COL4A5 CACNA1A MAGI3 RUSC1 ATP1B2 SLC6A8 STMN2 SCN1B CACNA2D2 ATP11A VWA8 SYNGAP1 AP1M1 ABI3BP GRIA4 KCNA3 YWHAH CLEC12B CDHR1 MIF4GD PTPRN RAPGEF2 CCDC146 ROGDI LIG3 POLR3H RSPO4 C16orf72 RNASE13 IGF1 RIPK2 B4GALT5 TSNARE1 ZNF275 MAPRE2 RBM38 INO80D CNTFR B9D1 ZBTB4 BCAN CACUL1 GLE1 CLTRN SRR GRIN3A MIR5002_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5002_3P TRPM7 UPF2 MLEC NLGN4X TSC22D1 CACNB4 MARCHF5 SAMD8 THRSP MACO1 PPP1R12A THAP5 MGMT ZIC3 CAV1 DNALI1 ZBTB5 SETBP1 EBPL ARID4A PIP4K2B AWAT1 TYW5 RBM41 CEP20 CYP21A2 SLC25A36 C1GALT1 PATZ1 NFKBIZ PKN2 CRMP1 CSTF2 WFDC3 EFCAB13 ABCA5 GDAP2 CLINT1 RMND5A MAT2B KPNB1 MSTN EHMT1 CYRIA SIX3 MRPL58 PPP3CA PON1 NPAT CAB39 DOCK3 MIR3945 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3945 GABRG2 CLPB FAM72D SMIM43 TRMT13 ARPP19 FAM72B BIRC6 RSKR KBTBD2 FAR2 RNFT2 HNRNPR CACNB4 KIAA1841 MYOF COPS7B PIK3R5 GTF3C2 ZNF230 CADPS KIRREL2 GHR FAM72A BTBD1 IL26 ZNF93 MIGA1 SPATS2 FNDC3B DTD1 PCDH9 CCDC178 TADA1 RIC8B TRIM2 KCNC4 C1orf74 XPO1 CCBE1 PCDHB3 MIR3151_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3151_3P LFNG EIF4A2 TMEM183A REEP5 NR2F1 FGFR2 NDC1 GLRX LAMTOR3 CD24 CLCN6 GRID2IP MBNL1 TMTC1 TIAM2 AKAP5 KCNE4 HTR7 GPBAR1 RABEP1 AKR1B10 NFE2L3 BTRC MRPL35 TMEM183B TIRAP IGF2BP3 KRTAP2-3 FARS2 PPP3R1 SERPINB5 C20orf173 SLC30A7 SELENOF OR7A5 FZD4 ITK GATAD2A ACP6 COG7 TCF7L2 FANCC MIR4312 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4312 CADM2 SLC44A1 CACNB4 PRH2 SHISAL1 DNAAF5 BMS1 TFAM IRAK4 RIMS1 ADSL NKD1 C1orf68 SH3RF1 HTR7 USP13 AKR1C2 CXXC4 RAD51B CNRIP1 JPT2 AVEN MYO3B HTR1F MTERF3 WBP11 CTNND2 PDCD4 GORASP1 PLXDC2 ADGRF1 DENND5B CXCL8 PPARGC1B SLC8A1 RHEX TSPAN14 HIF1A SCIN SESTD1 TRIM10 TGFB3 CAPZA2 SLC4A8 HDAC8 S1PR3 ZBTB11 MIR6879_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6879_3P ZSCAN30 FLRT1 TMEM178B CENPM PDLIM5 PODNL1 MTMR7 RNF185 AK2 TTC8 SLFN11 RGS9 YIPF6 KCNK3 YTHDF3 KAT6B SLC25A14 DOK6 FAM160B2 SCN1A TMOD3 TSC22D1 VGLL3 IL10 MPEG1 C12orf65 TNFRSF10C SPIRE1 ELFN2 GSC CIT KYNU BSN MFSD6 UBXN6 ECM2 SGCD SPTBN1 RNF168 RTL4 SLC9A1 JADE2 MOXD1 TEDDM1 TPPP FKBP14 MIR1911_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1911_3P ZNF69 SOGA1 ENTPD7 CASR PCED1A FBLN5 RCC2 WWTR1 VTA1 HEYL FGFR1 TMEM126B TIMM17A ZNF500 TPD52L3 PDE4D ZNF440 KLK15 ZNF100 SMAD4 SPRED1 XKR9 GPR12 HMGB1 NXPE1 NPPC FAM98B ME2 KCNA5 SP100 NUBPL SRPRA EFCAB1 TMEM132B FOCAD CXorf58 FRK IRX2 ACTR1A ZC2HC1C STC1 PGM2L1 ZNF714 OSM CACNB2 KCTD6 MIR378F http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR378F RPN2 SULF1 RAN PHC3 KCNIP2 NKX3-1 TSPAN17 JADE3 RAB10 METTL4 CHAMP1 FLT1 KLK4 UHRF1 CPD NR2C2 CCNI2 GPR156 PIM2 KIAA1522 PTGES3 ZFPM2 ELAC1 PLCXD2 AK7 NCAPG VPS53 PROK2 OTUB2 NPAS4 ATXN7L3B FCGR1A WDR64 C4orf46 CREBRF AGK RNF168 NUAK2 ZNF124 MIR769_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR769_5P TFAP4 AKAP1 C1QTNF1 UPF3B SYTL2 LYPLAL1 MAPK1 BEAN1 CERCAM ACKR2 TET3 FBXL7 BPNT1 SET PRR29 NFKBID SS18L1 RGS7BP CUL5 FAXDC2 STK35 PRKAA1 ZNF415 FBXO21 PDCD4 TBC1D20 TDRD6 OPRM1 LRP12 SMAD2 PARD6B SPAST WDFY3 WFDC11 TFAM CPEB1 PSD2 HS3ST4 MRPS16 WDR37 PLEKHA1 ITSN1 POU4F1 LRRTM2 SSNA1 P2RY1 SYP AKT3 MIR323A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR323A_5P GIMAP4 CRB1 KCNMA1 GK TOMM6 PKD2 ATAT1 PRR9 SYNPO2L STIM1 AMD1 PPP1R12A MIER3 RBBP4 PAQR3 BMERB1 SPOP NAPEPLD SEZ6 HNRNPA2B1 G0S2 LSM3 CAPN6 SLC5A1 NKD2 SP3 SAXO1 DCUN1D4 SIRPA COL5A2 CLDN3 SEPTIN7 NFIA SLC66A3 ZBTB9 KLF2 MYLK2 IQCH DDX39B KLF6 DDB1 BCAM CNTF XKR6 PDE6H MIR219B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR219B_5P CCDC180 CNOT2 GGA3 CST9L RELCH TARDBP DICER1 LOXL2 GMPPB RBM26 MAST4 CCDC47 TP53TG3 R3HDM1 MIER3 C3orf35 TM9SF1 FAM20A NOL8 UNC5C SKAP2 CDH11 SREK1 RBM27 AK4 PTN FANCD2 PLEKHA8 ZSCAN16 TP53TG3D RGS12 SS18 PDLIM1 MTCP1 TMEM65 RCN1 VEZF1 LSM8 B3GAT2 NAMPT KNSTRN NUP205 TP53TG3B ANKHD1-EIF4EBP3 RNF19B PLPPR5 MID1 ZBED4 ZNF189 FAM9B CCDC141 MIR1225_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1225_5P ASPH WNK3 CDIN1 CDC14B ZNF37A KDM3A TAL1 INSYN2A NECTIN4 CYRIB BACE2 BCL6 PEG10 FNDC3B ZBTB1 WASHC5 FAM214A TEP1 CEP162 FAM149B1 MED13 PABPC4 SHANK2 CREB3 PDE7B SEMA4D STAMBPL1 CYREN CAPN7 ANKRD60 NDUFS2 ADAMTS17 KLHL3 MIR193A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR193A_5P SLC4A10 POLR1H PEX11A ZSCAN32 CEP57 ACVR1 WARS1 NET1 CHTF8 NETO2 CEBPG DMRT2 CLCA2 DDX58 CYTH3 PLCG2 PAPPA DHX34 SLC30A5 DSG1 MRPL35 ARID1B EZHIP KDELR3 SF3A3 GRIK5 USO1 CASTOR3 ARPP21 DCLK1 TIPARP SPRY4 ZNHIT6 CNBD2 CDADC1 UBE2D2 TRAT1 DGKK BLID YTHDF1 DNTTIP2 C18orf25 DSCAML1 ARHGEF11 MIR4536_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4536_5P MTMR2 LRBA ANKRD2 TUT7 ELMOD2 NFAT5 ZWILCH AMD1 LYPD6 TXNDC8 C1QTNF7 LINGO2 TTC3 DNMT1 DCSTAMP PRC1 ERCC4 CYP26A1 USP25 H3-3B CCDC126 RBMS3 CXCL11 PPP1R15B CLDN1 ADD3 STRN3 CRYBG3 TRIM45 SEC22B PARP1 TAS2R14 ARHGAP11A TRIM59 STRN FOXF2 TTC33 MRPL53 GSG1 KLRG1 ALS2 AREL1 NR1D2 ABCB5 OLFM4 MIR6742_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6742_5P ERF DIP2B ASGR2 REEP5 SEMA6A MARK4 TNKS1BP1 SLC44A1 G6PC2 HIF3A ADD1 DPP8 ARRB1 DVL3 CORIN SRD5A3 PCBD1 FBXO41 ZNF138 CYP26B1 PTK7 TMEM132B DIRAS2 PSME3 F11R EMX2 INKA2 IGF2 SEMA4G SHCBP1L SPATA31D4 STN1 R3HDM2 MN1 SYN1 SCGB2B2 DNMT3A NTSR1 AGPAT1 PRSS33 KCNS2 DMGDH KNTC1 TRNP1 C5orf51 MIR6790_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6790_5P IDH1 SERPINA5 KALRN NRN1 SOAT1 SLC35F4 LYPLAL1 RIMKLA MALT1 TCF20 KBTBD6 PTHLH INS-IGF2 GDF6 ZNF772 CPM ARID5B PHF20L1 RSRP1 CNMD ERICH3 LONRF1 CALCOCO1 ARPP21 HADH SLC2A2 GOLGA1 LRPPRC APELA TASOR2 KLHL11 GDAP2 PLXNA4 FOXI2 PRKCQ WLS NSD1 PRELID1 EHHADH NLGN4Y ZCCHC2 OLA1 APOBEC3D PDE1A RASSF9 COL15A1 STK39 UBA3 CDC14A MIR1287_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1287_3P MACIR ABL2 KLHL13 GPATCH8 P2RY14 DNAJC16 RNPS1 SORBS1 BDKRB2 PTPN9 SMIM14 WDR44 AP4S1 YEATS4 RNF7 RAB5A RNF6 CXCR2 ANKRD61 SNAP47 GNA14 SLC1A5 UBA2 DDX60 C2orf68 RIC8B PAK2 MSN GJB4 GABRB2 BRWD1 SRP19 PDIA3 GPR183 CENPI COG3 MIR3619_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3619_3P CTNNB1 PCDHA2 PSMA8 PCDHA10 CYP4F3 MCHR2 LYSMD3 ARHGAP29 PIK3C2A RFC5 MITF PCDHA13 IPO11 IKZF5 TET3 PADI2 PCDHA12 TTBK2 SMDT1 MSI2 EPB41L3 PCDHAC2 TNFSF10 PCDHA11 ZFP28 COL25A1 OCIAD1 PCDHA7 PCDHAC1 TMPO KRT19 CASP10 PCDHA1 VPS36 SOCS6 MED13 PCDHA6 SMC2 SMCO4 ZC3H7B PCDHA5 COL4A1 GMFB PCDHA9 PCDHA4 TAOK1 KMT2C N4BP2 PCDHA3 MIR6085 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6085 VAV2 DCAF8 ZNF74 HCCS KCNN2 ELMO1 ZFAND2B HEATR5B KLK4 ENC1 FAM222B MAPKBP1 HSD17B12 APP NDUFA6 RPL22L1 ATCAY DCX BAP1 SYNPO ERCC1 ZDHHC9 SMG6 MUC1 TOX4 PDAP1 GNA12 ZNF664 SOX10 ZFHX4 PGRMC2 PLXNA1 SNX12 NPAS2 FTO CPEB2 TRH BET1 TFB1M MIR920 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR920 FLRT1 ABI2 RGR THRB PPP1R18 LMX1A MYORG NETO2 COL9A2 PLXNA4 RASGRP3 CDK19 RBPMS2 ST8SIA1 LAMTOR3 NUCB2 ATP11A PML EDA2R PPFIA4 DUSP23 ZNF510 MICAL3 FBXO10 SHPRH ATP8A1 TNRC6B PRX ATP8A2 CUEDC1 HIC1 CLEC4E STK36 ATPAF1 SPRYD4 VPS36 OR7D2 LY6G6C CCDC157 IPO13 AK9 SMCR8 PTAR1 OR11A1 NOA1 GINS2 DSE MBNL3 NPTX1 KAT6A RAB9B MYCT1 MIR6841_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6841_5P GSG1 M6PR SATB1 CDK6 GABBR1 COPA FAM120AOS ZNF749 SMPDL3A MAGEA8 VTCN1 GALP MPP4 TUT4 NAMPT UGT2B15 LMBRD2 TES ATRN RPL31 SUZ12 ABCA1 ADAMTS6 FAM229B ANKRD52 TMEM47 YIPF6 MPZL3 SKIL DENND2D MARVELD1 TLCD3A EXOC2 TBP IGBP1 RFX4 PUM1 VPS13A PRR32 QSER1 MIR92A_1_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR92A_1_5P SIX4 FCGR3B TMEM59 NRP2 SOWAHA TRPS1 S100A9 SLC25A23 WFDC2 PPME1 KAT14 ACY1 COL1A1 LMLN HOXC13 PUDP FBXL16 ARMC7 FBXO27 SH3TC2 ATN1 IPPK ZBTB34 BBX ODF2 HDLBP MLLT6 EHD1 SF3A3 MSI2 ABHD14A-ACY1 ANKS1A PRR30 TOB1 ATP2B2 CXCL9 PRKCA CEP128 MAGI1 H2AZ1 SLC2A1 PALLD TNC AKAP6 BCAM BLOC1S3 MIR6894_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6894_5P FAM114A2 KPNA3 CFLAR TUSC3 CCL11 TMEM106A OR2H1 CMC4 CPEB2 ADAM12 IRAK1BP1 FSCN3 SERPINE3 LHPP TLCD3A SCN3B PCDHB6 COPS2 CXorf38 STC1 SHISA6 MECP2 BCAM ZNF784 FAM78A RAB1A TM4SF19 KRTAP9-4 HIPK1 MTMR4 KRTAP9-2 NDFIP1 CHRDL1 NRBP2 ZSCAN16 OR12D3 KRTAP9-8 TSSK1B MAOB ZNF589 FAM169B GPATCH1 PDE6D RBM20 SST MFHAS1 SFXN3 MIR7108_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7108_5P BTBD1 ERF BPGM PTER RAI2 CDC27 SUMO1 MAPT CHD7 RD3 MOCS1 TLK2 TSKU CNTNAP4 DRAM2 FAM83A DERL1 HERC1 CREB1 GLCCI1 MYT1 YWHAH BSPRY SARM1 SAMD12 MPC2 CCDC80 DCLK1 TBC1D5 SOX4 RNFT1 NRG1 MPHOSPH9 SETD2 RB1 BPY2B MAP6 LIN28A TEX36 BMPR2 BPY2C BPY2 C18orf25 TWF2 GNAS WIZ QSER1 RHOF MIR1298_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1298_5P BAG4 SRPK2 HTR2B OTUD1 DGKH NCAM1 SERPINF2 AGFG1 CHIC1 UBA52 IPMK PNKD ABHD17B SPN PRDM4 JMJD4 PML SNAP25 MXI1 ZCCHC14 ARMC8 DACH1 NEO1 CERS6 JAGN1 SYTL4 SOCS6 MYZAP TENM2 BTBD3 BMP7 LRRTM3 SHC4 YBEY APC NUFIP2 MEP1A PDGFRA ARID2 MR1 SPSB4 SOWAHC GNG2 MIR1180_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1180_5P RCAN2 MIA2 PHC3 C21orf62 PDE11A MMP16 SPSB1 TUBAL3 CCNE1 ITPRIPL2 HSPB7 TM9SF3 RNF38 EPM2A CCP110 RBFOX1 HEXIM1 FAM170B MARCHF9 DCAF10 TMEM121B ZNF850 DNAJB1 CASQ1 PDXDC1 ZNF641 ZC3H12D SNU13 LRRC8A SEMA3C SCUBE3 BET1L SHPK AMMECR1 TEAD3 SPOPL TXLNA IQGAP3 MIR4658 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4658 IDH1 SERPINA5 KALRN NRN1 SOAT1 SLC35F4 LYPLAL1 RIMKLA MALT1 TCF20 PTHLH INS-IGF2 GDF6 ZNF772 CPM ARID5B PHF20L1 RSRP1 CNMD ERICH3 LONRF1 ARPP21 HADH SLC2A2 GOLGA1 LRPPRC APELA TASOR2 KLHL11 GDAP2 PLXNA4 FOXI2 PRKCQ WLS NSD1 PRELID1 EHHADH NLGN4Y ZCCHC2 OLA1 APOBEC3D PDE1A RASSF9 COL15A1 STK39 UBA3 CDC14A MIR648 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR648 IMPDH1 RHEBL1 WDR45B MMP16 CDYL TKTL2 SLC35F1 BAGE2 HBP1 YAP1 FUT9 CARMIL1 CSMD3 PLEKHG7 SYNPO2 CASZ1 KCNE4 IRX4 MYO1A TMPO MBD5 ARHGEF38 SHANK1 PTPRB RFX7 PANX3 ADIPOR1 ONECUT2 PLD5 BTBD7 LRRC8A CXCL12 KIF13A SLC2A13 SLC35F3 GARRE1 MBNL1 ITSN2 RNF19B WWP2 AKAP10 YES1 MEIS2 NUFIP2 PRMT3 PRKCI MBD6 REEP3 ARFGEF1 ARL15 SATB2 MIR4776_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4776_5P CTNNB1 CRB1 ITCH TRAPPC13 ARL4A CCNJ CRYGS FSTL5 OTULIN MED13 APBA1 SMC2 KCNK9 ARHGAP29 FAM193A IPO11 TFCP2L1 FOXO1 COL4A1 CAV1 RBM14-RBM4 TET3 TIMP2 HAS3 GASK1B NXT2 SETBP1 CCSAP KRT8 GOLPH3 TSPAN7 RBM4 STRN C10orf90 MAML2 DSTN FAF2 TNFSF10 PAK1 NMT1 N4BP2 MXD1 OCIAD1 ASB7 RIMS2 KRT19 SAR1A MIR323B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR323B_5P CDKN2B ZMYM3 JAK1 ITGA6 RNF24 PTBP2 SAV1 FMN2 STK38 ARHGAP29 PIK3R3 SETD7 ZNF131 ALG2 IGLL5 NLK CACNA2D1 HSPD1 PRKCA SERF2 BOD1L2 RHOBTB1 GORASP2 P3R3URF-PIK3R3 SETD5 PTPN4 MEOX2 ALDOB PCTP TOGARAM1 BTAF1 MPC1 TAF5 TMEM115 KRT33B GGA2 MXD1 DMRT2 CABYR SYT9 IL1A MIR6726_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6726_5P FLRT1 ABI2 RGR THRB LMX1A MYORG NETO2 HECTD3 COL9A2 PLXNA4 RASGRP3 CDK19 ST8SIA1 LAMTOR3 NUCB2 ATP11A PML EDA2R PPFIA4 DUSP23 ZNF510 MICAL3 FBXO10 SHPRH ATP8A1 TNRC6B PRX ATP8A2 HIC1 CLEC4E STK36 ATPAF1 SPRYD4 VPS36 OR7D2 LY6G6C CCDC157 IPO13 AK9 SMCR8 PTAR1 OR11A1 NOA1 GINS2 DSE MBNL3 NPTX1 KAT6A RAB9B MYCT1 MIR4713_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4713_3P GSG1 B3GAT1 SYNCRIP DUX4 LRRC27 SLC25A23 MKRN1 GINS4 CERCAM KCNN3 CD4 KDSR UPP2 ADGRL3 ITIH6 F8 PTDSS1 CLCC1 ELP5 IQCH DOK1 GALNT10 LMCD1 RIPOR2 GSTA4 TSTD2 SRXN1 LMO4 HNRNPA0 MYCBP CIBAR1 KCNJ6 H2BC5 MYEF2 ZNF215 FGD6 MYOM3 ATP2B1 PSMD14 ERP44 COL27A1 ACYP2 TRGC1 MIR23B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR23B_5P VSIG1 CENPS-CORT KCNIP1 MTMR4 TMEM217 DSC1 OSGEP TEC ANKRD7 GOLGA6L1 PSD3 NOL4L MYEOV C3orf56 TMEM140 EPHA5 ERC2 ABCA1 ZMYM3 LIPG USH2A SSMEM1 IGF2 PPA2 CHD4 NTRK3 ITGA5 ATXN1 GOLGA6L6 CAMK1D BARX2 SIRPA C3orf35 GPC6 MRPL43 CCDC97 CCNJL PLG KCNC4 REG1A MAPRE1 GIPC3 PPM1N HIRIP3 FOXC1 CYRIA RNF168 TMEM127 SF3B1 MLIP CORT MIR4433A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4433A_5P ARHGEF7 BTNL9 HOMER1 ATP9A RXRA SGK1 SYNRG SP140 ATP7A TIMM17A SNRPD1 ZFP36L1 TM9SF3 NEDD9 RPL41 PTPN12 PRTFDC1 ATF6B LHX1 CREBZF GRID2 RNF187 CENPN MAPK10 CLTC BRPF3 AFG1L CD1D STRN3 KRAS SLIT2 AGPAT1 CPN1 BTRC PTBP2 KIF24 TMEM64 ARID5B COX4I1 MOCS2 GALNT2 SAMD4B UBR2 AGPAT4 IKZF1 TIMM8A MIR6508_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6508_3P ME3 TGM2 ZKSCAN8 SERPINA5 TMEM178B CD53 PARS2 PSD3 PLEKHA5 SMAD9 TAFA1 NOMO3 TUBGCP4 PHYHIP CTNNA2 CFAP20 ZNF202 PIGF SNX27 CLDN1 KIF18A DENND5A CBX7 SARDH SENP1 RELN SLC8A1 SFPQ CD300C TMIE ZNF592 MAP3K19 CCDC71L CA14 NOMO2 AR HEPACAM WDFY3 TNIK ZNF106 RNF44 VAPA NBR1 FOXL2NB TLN2 NOMO1 TXLNA LARGE1 EPDR1 MIR12126 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12126 BAG4 HMGN3 CAMTA1 ADAL ATP11C KLF4 BCL9 TOR1AIP1 TRPV1 DIO2 NRXN1 LETMD1 EVI2A PRX MTPN PDPN ZDHHC17 GOLT1A DDX6 GSPT1 B3GALNT2 RAB1A SLC13A3 TMX1 ARPP21 KCNJ3 MTHFD2 ATF7IP2 CMTM8 PTGDR SAP130 FGA AAK1 OLIG3 RNF180 ERI1 MIR555 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR555 RPN2 ABITRAM H2BC18 PRPF40A ABRAXAS1 CCSER2 ETNK1 ARL6IP1 TRIM22 SEM1 DISC1 GPR65 VCPKMT MRPL11 CDYL ZC3H13 AHCYL2 RBMS3 CDY1B CDY1 ERCC6 MYOC FA2H PPHLN1 DTWD2 PDE3A HSPA9 NALCN CREG1 CDKN2B ATXN1L ZSCAN25 CD44 RC3H1 MTHFD2L GABRR1 NOA1 ZFP3 GPRIN3 YARS2 NHLRC2 GRM2 BCAN WDR26 AMMECR1 KCND2 MIR4529_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4529_3P HLF RAB2B ONECUT1 PDZRN3 RFTN2 IL17RD ITPR1 WDR20 C9 KCNK10 UGDH CLCN4 BEND4 KCNT2 PLB1 MFSD4A CYP11B1 FSTL5 PDCD6IP MBD5 KCNK15 ZBTB21 ZSCAN16 GALC ANTXR1 PALMD OPRM1 PRPF18 KCNJ3 EN2 CDKL3 PIK3CA BNIP2 CHST3 RB1 PPM1E TSR1 ANKRD34B USP9Y CCL16 PHF21A DAAM1 DCAF4L2 LIX1 RAP1B TBKBP1 MIR103B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR103B SATB1 C1orf87 ARFIP2 AMMECR1L SMIM43 SHOC2 RTCA SRD5A1 CFC1 TGFBI CCNI2 RIPK4 CDCA2 FBXO34 NAP1L2 DSC3 VAMP3 EIF2B2 CLCA2 HILPDA CADM2 ZCWPW1 CXCL9 GHR HIKESHI FAM171B PPARD ZNF805 MSANTD2 LRRC59 SGTB UBE2J1 SNX27 DENND5A RDX ESS2 ZDHHC9 SMG1 GLDN KCND2 SLCO3A1 RNF112 MIR410_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR410_5P CDKN2B ZMYM3 JAK1 ITGA6 RNF24 PTBP2 SAV1 FMN2 STK38 ARHGAP29 PIK3R3 SETD7 ZNF131 ALG2 IGLL5 NLK CACNA2D1 HSPD1 PRKCA SERF2 BOD1L2 RHOBTB1 GORASP2 P3R3URF-PIK3R3 SETD5 PTPN4 MEOX2 ALDOB PCTP GATC TOGARAM1 BTAF1 TAF5 TMEM115 KRT33B GGA2 MXD1 DMRT2 CABYR SYT9 IL1A MIR494_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR494_5P CDKN2B ZMYM3 JAK1 ITGA6 RNF24 PTBP2 SAV1 FMN2 STK38 ARHGAP29 PIK3R3 SETD7 ZNF131 ALG2 IGLL5 NLK CACNA2D1 HSPD1 PRKCA SERF2 BOD1L2 RHOBTB1 GORASP2 P3R3URF-PIK3R3 RANBP6 SETD5 PTPN4 MEOX2 ALDOB PCTP TOGARAM1 BTAF1 TAF5 TMEM115 KRT33B GGA2 MXD1 DMRT2 CABYR SYT9 IL1A MIR6808_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6808_3P DDX3X RAP1B KPNA3 MAGI3 MIA3 BACE1 TRIM58 SARNP TMPRSS13 XPO4 ZNF611 TMPPE CNKSR2 MACROD2 PDCD2 PFN2 RWDD2A CLASP2 CCZ1B TOR1B ATAD2B CRTAM CAPRIN1 FPR3 CCDC40 TM4SF18 KCNA4 MAPRE2 NSD3 RPRD1A DENND1B DRC3 STK40 PDS5B PAK1 CCZ1 PDZD7 STON2 FBRSL1 OAS1 COG3 MIR1296_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1296_3P KCND3 AL008638.2 AMPD3 ILRUN ACSM1 VPS45 CHRD CHRNB2 DEUP1 DDX19A TSKU CORIN KCNE1 APPBP2 TSC1 TNFAIP1 SENP2 OLFML3 EGR3 KIF21B SPINDOC CASD1 C6orf15 MAGOHB COL26A1 ZNF829 TNNI3K SNX21 GTPBP2 APLP2 ZNF276 UTP25 NFE2L1 GNG13 PBX2 INSM2 CBLN3 MAN1A1 FPGT-TNNI3K MIR6773_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6773_5P SLC41A1 CHTF8 ST3GAL3 ITGB4 P2RY8 TSLP SUMF2 GUCD1 CAPNS1 SLC25A42 AOC3 MTRNR2L10 ZNF93 HOXB5 GAREM1 GPR88 CD44 NMT1 FAM83A B3GNT3 SIRPA MTRNR2L3 SLC7A6 GABBR2 SNX21 SEMA4F RSF1 AMMECR1L RNF26 BOK GNG12 CYP1B1 UBE2J1 SLC2A1 ELOVL5 USP12 RBMXL3 AP000439.2 PAG1 MIR4633_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4633_5P VPS37A ADAM22 HLF SLC38A2 CDH13 MRS2 UCHL5 NRCAM CAPZB CIBAR1 IGF1 ZYG11B XRCC5 SOCS2 FLRT3 TAB3 SEPTIN14 GEN1 CEP44 ARMC8 RSBN1 CCNG1 SUCLG2 BICDL1 SESTD1 CENPK ZNF85 NRIP1 THRAP3 AKAP10 PITPNC1 PYURF CPLANE1 NR5A2 GSAP PYROXD1 PRPF4B PDS5B WIPF3 FAM47E ERCC6L ADSS2 AK7 TMEM170B PDZD11 HELZ MIR1193 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1193 YY1AP1 GSG1L CADM2 MBNL3 CHD9 SMG6 TLK2 CMTR2 PLEKHB1 MBD2 ORC4 ITGAV TM9SF3 SUCLG2 TATDN3 TMEM11 LASP1 IGF2BP2 TOMM20 SLC1A3 HTR4 CES4A FAM169B RYR2 PTK2 PLPPR5 ERMAP GNG13 TRIM27 GPLD1 USP15 ARID2 GPM6A NMI NCK2 MIR627_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR627_5P SCN3B NAA16 CNOT2 DNAJB4 CERT1 MCTP1 DVL3 TBC1D8B COMT WTAP ARHGAP12 BDKRB2 PTPRK TMEM140 ROM1 PDCD2 RGMB ATP13A4 SOX21 GEMIN5 RER1 HIRIP3 CAV2 EBAG9 CCNL1 SKIL KCNB1 MAP2K4 SPRYD4 IFNG USP49 PTP4A2 SWT1 RSPO3 RRP15 FAM102B SEMA3C NIPSNAP3B SH3KBP1 FAM189A1 TRIL AC055839.2 MIR4694_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4694_5P MIB1 DMD PCSK5 DRP2 BMT2 MARCHF6 IMMT PALLD AGL F3 ZNF781 CARMIL1 CA3 MAP4 TRAF3 NTRK3 NME7 BCAT1 CCDC186 FCER1G GPC5 ZNF704 S1PR1 DNMT3A ESRP2 STX2 ZNF773 UBAP1 ZNF563 AZIN1 UBE2M RETSAT ACTR3 CCDC182 EMC6 GPR183 PIGM CPSF4 KCND2 CSDE1 MIR6895_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6895_5P ZNF148 PDZK1IP1 RNF180 SOGA1 FAM155B FOXJ2 TSHZ2 CGGBP1 SIM1 CTNND1 CEBPZOS CSDE1 RAB1B PLAG1 DARS1 GMCL1 ABCA1 RAD9B KSR1 FMN1 CBX5 CDIP1 BICRAL CHD8 CENPB LAMA5 SF3B2 ERV3-1 SFPQ PLEKHH3 ADPRM TMEM239 VDAC1 JADE1 CA14 TNIK ZNF521 HECTD4 ADIPOR2 ANKRD24 PLEKHA1 PRICKLE1 UBQLN2 TRIL CACNB1 WASHC4 MIR7153_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7153_3P GSG1 FERMT2 HIPK3 SPCS2 FAM124A RNF170 RAP1GDS1 NOL4L SEMA6D OTULINL TMX3 ELMOD1 DHX15 FAM160B1 ARHGAP42 PARPBP AKAP5 ZNF674 SET GCSH RAP2C RASA2 PITPNC1 SAC3D1 ZNF385A MMP7 PSMD9 PHLDB1 CCNL1 RTP4 ITGA3 GPR82 BNC1 TMEM181 AP000708.1 CPSF6 TM9SF2 HOXC4 SLC18A2 RIPOR2 PDE1B EFCAB7 UBR3 RANBP6 ATP6V1D VAPA RFFL AMMECR1 SEC16B APPBP2 TET1 MIR550B_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR550B_2_5P RFESD CADM2 CYP27B1 NCBP1 SCN11A HINT3 ATF2 CPEB3 TBL1XR1 B3GALT2 RSRC1 MYH2 STXBP5 ANKRD13B NXPH1 CDCA7 SAMD12 NDUFAF4 CACNA1B USP1 KIAA1217 CPNE4 GSK3B PBX1 ACTR3 CX3CR1 MAP1LC3B TSTD2 PTPN21 PHOX2B FAM120A ULK2 ADCY1 SEPTIN8 USP3 TMEM30B EIF2S3 KLF6 ADAM10 YIPF3 DSCAML1 FAM180B KBTBD8 NRXN1 ID4 LRP1B XKR6 WDR26 MIR3670 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3670 OCIAD1 PHTF2 FAM98A TARDBP EPB41L5 UPK1A KDM2B SNAP91 SUPT6H CPEB3 RMI1 ZNF316 ADAM23 OTOP3 KCNT2 EPHA10 GLCCI1 ADCY3 CDH2 HGF SGPP1 RETREG3 IRF2 BFAR PEX19 CAMK1D SLA VGLL3 NAA16 ITGAL SRP72 RNF126 KLHL6 LINC02693 PCSK9 C11orf87 RHOG AGAP1 ZNF275 PAFAH1B1 TTC21B ZNF132 CBX4 IGFBP3 DTD2 COL19A1 NR2C1 ST18 MTM1 NTF4 ACVR2B PRKACB MEAK7 GRPEL2 IQGAP3 MIR6784_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6784_3P SYNPO2 EGFLAM DLG3 OTUD3 RORA CADM1 ITGAV ZBTB33 PPM1A CDYL SDK2 ZNF322 ENDOV OSBPL7 ZNF35 FBXL5 TNFAIP8L3 POGLUT1 EPHA8 TMEM121B PLOD1 ITPRID2 SPHKAP STT3A KCNB1 MAFB ZZZ3 SBNO1 XKRX LCOR ZFHX4 IDS HAL BBS1 CCNT1 ZKSCAN2 GORASP2 PLCXD2 OOSP2 ZNF189 TRIM10 MIR6743_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6743_5P CHD3 AFF4 ARPC4 PPARD TANC2 PTPN1 SPRY2 MLIP CPEB3 FUT8 CDK19 SINHCAF ISLR CHIA TMEM132B MITF SMUG1 CDC42EP1 TULP3 GYPB FAM102A DGAT2 POU2F2 PCDH9 CHST5 SUFU CNOT6L PLCB1 FBRS SNW1 GTPBP1 UBE2M TMEM260 PLA2G6 DPY19L1 NEGR1 GSTT2B TFB1M MIR3135A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3135A FLRT1 HDGF PSMC2 ST7L CSNK1D MKRN1 ITM2B IL17RD TCF7L2 MDFI C9orf64 TMEM214 EDARADD TMEM168 PIAS3 PTGES3 SERPINB13 IL24 DOCK2 TUBA8 DDX3Y LZTS3 CFAP298 PTGFR PLEKHO2 APOBEC3C RAB41 HNRNPC HS3ST5 SGCB CNTD1 PGM2L1 CTSS NLGN4Y TMEM243 ARL17A CCDC86 MIR6819_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6819_3P RCAN1 LMNA UBN2 LYN FAM104A RALGPS1 LRBA KBTBD2 FEZF2 ATP6V1F MRC2 GLUD1 CAPZA1 SYNJ1 C2orf49 RABGEF1 LRIG1 NEDD9 SRSF10 FBXW7 ADGRG2 CDKN2B UBE4A LRPAP1 YWHAE KLF6 ARHGAP32 DNM3 NAV1 LHX2 NCR3LG1 NPY2R CNTF NPEPPS MIR4482_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4482_5P TCF7 CBWD5 UPF1 MKRN1 RAB14 ZC3HAV1 CCDC83 ACVRL1 LNPK FCRL1 KRTAP3-2 ZMYM2 MYCN CBWD1 RALA MRPL35 ANKH ALG10 ASIC1 CBWD3 PBX1 SCN1A KANSL1L VPS54 USF3 OSBP TAF7 CBWD6 EPHA7 ZRANB1 ADCY1 CDH18 YAP1 CLCN5 CWC25 CCDC173 CCNB1 ATL1 CBWD2 SMARCE1 ANKRD34A AKIRIN1 MIR711 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR711 ARMC1 PSMA4 RGS5 COL4A5 ALAS2 LARP1B MYD88 IL18BP AP2B1 TMEM230 GATA2 SLC36A4 TK2 TET3 C14orf180 SYNPO2 WNT4 MEX3C TBXA2R NTRK3 BNIPL RBSN DUSP5 TADA1 CDK5R1 SMARCD1 FGF14 C16orf72 PAK2 C2CD2 NECAP1 SKI AK2 KRTAP20-3 CREBRF RPRD2 DCAF10 ACVR2B ZNF638 ZBTB10 SYT1 MIR6813_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6813_5P VAV2 DCAF8 ZNF74 C1QTNF1 HCCS KCNN2 ELMO1 ZFAND2B HEATR5B KLK4 ENC1 MAPKBP1 HSD17B12 APP NDUFA6 RPL22L1 ATCAY DCX BAP1 SYNPO ERCC1 ZDHHC9 SMG6 MUC1 TOX4 PDAP1 FAM222B GNA12 ZNF664 SOX10 ZFHX4 PGRMC2 PLXNA1 SNX12 NPAS2 FTO CPEB2 TRH BET1 TFB1M MIR621 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR621 CAPRIN1 EBF3 RWDD2A MIER1 ACKR4 LEF1 FGD4 CAPN2 SNX14 ALDH1A2 PFKFB2 SEC22B ZFHX4 YY1 CCND2 TCEAL4 COQ2 PCDH19 CBLB MYEF2 NFIB SNRNP40 ITSN2 SLC45A3 NLRP9 YPEL5 NGLY1 PHF8 IRAK1BP1 SIN3A KLHL15 USP25 SNX4 GABRR2 UBQLN2 RBM11 MIR3174 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3174 CHCHD3 ZNF41 ALCAM KANSL1 TIPRL ZNF546 NDUFA6 GIMAP2 SLC9A6 SH3TC2 NKAIN2 SLCO2A1 WBP1L GPAM PMP22 PIP4K2C KITLG C1QTNF3 ZNF644 SNRPA1 LILRA1 ZNF720 GNG11 DAAM1 CHML EPHA7 TAB3 ADAM15 FOXO1 HMGB1 CXCL13 CXCL9 FOXN3 ZNF616 LRRC3 ZFYVE21 CHAC2 KMT2C KAT6A RPS29 CNTF DDX42 MIR6877_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6877_3P RCAN1 LMNA UBN2 LYN FAM104A RALGPS1 LRBA KBTBD2 FEZF2 ATP6V1F MRC2 GLUD1 CAPZA1 SYNJ1 C2orf49 RABGEF1 LRIG1 NEDD9 SRSF10 FBXW7 ADGRG2 CDKN2B UBE4A LRPAP1 YWHAE KLF6 ARHGAP32 DNM3 LHX2 NCR3LG1 NPY2R CNTF NPEPPS MIR656_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR656_5P FAM122C GIMAP4 INSIG2 ARHGEF15 ZFP1 TNFRSF11A KIF9 SON ENTPD7 SPRY2 RNF103-CHMP3 PHF24 SHANK2 HIP1R GLIS3 LRRN3 CHMP3 NKRF AKIRIN2 RBM20 DPY19L3 DNAJC14 CALN1 MAN1A2 POLR3D ZNF365 DGKK TMEM99 NRG4 HMGN5 TMEM243 NPTX1 UBXN4 LYVE1 DAB1 RCOR1 C15orf32 KDM1B MIR3117_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3117_3P NAP1L3 DIP2B ASNS HAVCR1 C21orf91 FAM222B NID1 FAM120C KHDRBS1 ZNF441 LRRTM4 CLDN18 SCUBE2 CHM PAPOLB GLRA2 CD274 GPT2 COLGALT2 CADPS AFTPH ZHX2 STAG2 CSRNP3 SYNCRIP RALA AZI2 DISC1 LHX2 KRAS PSAT1 APOL6 ANO4 ZNF680 UBXN10 MIR2681_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2681_3P SLC30A1 C1orf43 STYX TMEM41B SULF1 CYP4F3 SERPINB10 CD244 PEG3 ARHGAP44 COL13A1 C8orf44-SGK3 NDUFAF6 EPM2A UNC80 PPM1L RTN4IP1 MRTFB F8A1 WDR47 IL2RA CEP135 KLK7 BAG1 FAM43A NEFM RAPGEF3 SEH1L LRATD1 SGK3 SPRED3 NAMPT FSCN1 TCFL5 COA5 MAP7D2 RASGEF1A MIR1298_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1298_3P APTX HLF LYN FSHR ZYG11B RTCA PRDM5 U2SURP PLAT OAS2 SH2D7 INS-IGF2 GDF6 PDE8A SPCS1 CORO1C CDYL2 IRF2 CXCL12 ERVFRD-1 S100Z UBE2E3 G6PC3 FBXO33 PDE3A PSMD12 SV2C NEDD4 FAM120C ZNF124 SMAD6 AZIN1 DNAJB4 GIPC3 TMEM80 ZFP3 ARHGAP28 TMEM260 MARCKS HDDC3 SASH1 C19orf44 MIR409_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR409_5P CREM PDAP1 SMIM43 CAMTA1 ASPH KDM4D ANKRD13C LRP8 ACAT1 GPAT3 CGGBP1 CPSF6 NETO2 NAIP PAX9 MAPK1IP1L SEMG1 MINDY2 RUFY2 CEP43 MKRN1 KDM5A AK9 CBLN2 USP7 TMC5 GNG12 LRRC57 PAOX ZBTB34 MARCKS NADK2 TRPS1 USP53 ADAM10 LRTM2 ACVR2B HMBS PCLO FAM126A MIR424_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR424_3P HNRNPK BAG5 MDGA2 NEK6 CCDC96 NBR1 SMAD7 ZBED5 KCTD18 EIF5A THBS4 TNKS2 CALM1 SRSF12 RNF13 KIAA1586 TMEM42 KLHDC1 DCK RNF166 NEXMIF TRDN MSR1 DRD1 RHOXF2 RER1 COL19A1 NBPF3 WIF1 SCRT1 OSR1 ADAM17 SPIN3 RHOXF2B MRFAP1 SLC26A5 HNRNPA0 MED13L MIR1909_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1909_5P RAPGEFL1 CREB5 MEF2C AEBP2 MMD2 COX11 TIGD2 BCO2 RCBTB2 F7 SERF2 ARID4A C4orf19 BAZ1A TAF5 PLCXD2 ERICH3 GPX4 ERBB3 BLOC1S5 SHOC2 TBC1D10A POM121 YY1 EIF4E2 TSPAN16 MOB4 ZNF275 KIF3B FAM83G B4GALT1 PTPN4 CCDC113 ADGRL3 KBTBD12 MIR3675_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3675_5P GIMAP4 WIPF1 BBS4 FGFR2 EPB41L5 RAP1B ZNF101 JADE3 SYNPO2L RALGAPA1 ZFP64 XRCC4 AMFR TESK2 ARHGAP6 NFATC2IP MARCHF1 OAS1 KLHL23 EPHA4 SNAPC2 SLC22A23 PATL1 ARHGAP24 GALNT6 NEUROD4 FGF13 ARHGAP32 CELSR2 KNTC1 SGTB MAMLD1 ZNF189 PHLPP2 ABHD4 RTL5 MIR563 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR563 DYNAP C6orf99 RNF111 GPC6 COL1A2 ZBBX WNK3 CLEC12B HTATIP2 PLEKHF2 MICAL2 ZNHIT6 NOP14 ITGAV ZNF510 PDE11A CRPPA UHRF1 TTC19 IGLL1 KMT2A CTPS2 MRPS30 NRBP2 NAV1 CPN2 RTN1 BACH1 CAGE1 C2orf69 PBRM1 ST8SIA3 SEL1L RARS1 MYO1D MIR4703_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4703_3P DYNAP FCHO2 ATP11C BIRC6 ANKRD44 B4GALT6 CDYL YBX3 MITF RNF125 ANO5 PHF12 HECW1 CLDN20 ZNF470 ZNF239 NAALAD2 FANCD2OS CELF6 CAV2 VCL TMPRSS11D ITGBL1 SLC2A12 EXTL2 ZNF326 BRWD3 DDX52 RNF220 FAM161B LAMB1 HVCN1 USP32 SATL1 AKR1C3 PCYOX1 FBN1 SEC24A LAMP2 DGKB NMI MIR4661_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4661_5P GABRG2 CNTN4 BTBD1 NCOA4 PLS1 DMXL2 PSMA8 SAR1B SNAP25 PCMTD1 BNIP2 EPHA7 OSBPL3 RSBN1 SRGAP2B NKTR ODAM SRGAP2C RPEL1 HERPUD2 GDAP2 EED USP54 NFIB DEPDC1 PARVA CDYL LMNTD1 CCNB1 KIAA1143 ATP10B PRKAA1 REXO2 CTDSPL2 RAD21 SF3B1 HDGFL3 HOMER1 RAPGEF5 MIR1229_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1229_5P BCL6 WIPF1 MTUS2 TESPA1 RPS6KA5 ARHGEF28 CA10 PKD2 CHGB NUP93 RBMXL1 TAL1 ICAM5 EPHA5 MITF CSNK2A1 GPD1 ZC3H13 ADAR ZXDB PLVAP YAE1 RBMX ZNF124 TBC1D7 FLOT1 PDE7B TRPC6 PNMA8A GRIK1 WLS BDP1 IQGAP3 MEIOC RBMXL3 TMEM212 MIR6813_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6813_3P MDM4 KRT78 JDP2 DDB2 TTC39A AP3S1 LRRC10 CHCHD2 FMR1 PHF20L1 FRY PRDM10 PTGER4 VTI1B ZNF225 CTAGE1 ARL10 COLQ HOXB8 XKR4 PPP6R3 CLU HSPH1 ZNF709 KDM5C DACT1 NSD2 GBE1 AFTPH PDE3B AZIN1 DDX3X BMP2 FBN1 MIR645 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR645 CCL5 MCFD2 TMEM267 B3GALNT1 TMED7 ZNF570 HECTD3 MINDY2 AMD1 LAMTOR3 PDZD8 SYNGR3 POLR1F SCD PLAU ZMYND8 CCDC66 RAB12 PHYHIPL GCA SMARCA1 FAM53B SUGP2 GJC1 TBC1D20 MEF2A ZFAND3 UBA2 SLC8A1 PPIE PPM1E PLEK ZNF521 RAB22A UGT2A3 TTC21B XPO1 HDAC6 LIX1 MBTD1 MIR12114 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12114 FNIP2 CACNA1E CDC14B ZNF91 TUSC3 NIBAN3 SLC8A3 ZBTB20 USP54 TMEM229A FMNL3 NOTCH2NLA ZNF234 ATRNL1 OPA3 MS4A3 PIP4K2B TREML1 ZNF555 BTF3L4 ATXN7 EPHB1 MPV17 CTSV GJA9 PCDHGA7 BBOF1 RIMS3 OAS1 CTR9 TSC22D3 ZNF618 ATF7IP ZNF519 PHF20 PPP2R1A HRNR STRN VCPIP1 DOCK8-AS1 SMG1 CFAP161 ZC3H15 MIR652_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR652_5P CDC25B ZBTB44 SEC14L1 RBPJ EGLN1 GPM6B MAP1B SIM1 TSPAN9 RAB14 TOP1 MACF1 DSG1 PLD6 PARP8 UNC79 SPAG9 SETD5 NDUFAF4 GABPB2 PATZ1 TMTC2 NEMP1 C2CD4A NRBF2 C15orf48 MRS2 TRIM2 ATF7IP SLC25A24 FBXO3 PRKCA CFTR PPP4R2 MAPK8 CPEB2 MIR3943 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3943 ACSL3 NRBP1 RPS24 SCML1 STRADB RASGRP3 GFPT1 DTX2 ADH1B ZNF706 GRIA1 CHKA MFAP2 TNFRSF12A PALM TC2N PDGFB AOC3 EGF EPM2AIP1 SPATA6L MTSS1 AHNAK TTYH3 KLF17 AJUBA CRTC1 ICA1 UPF2 CUX1 ZNF618 ACTC1 LIN28A TRAFD1 AQP6 TOM1L2 TRPC5 ADH1A C1orf122 BLOC1S3 SMG1 FAM78A MIR215_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR215_5P ATF1 TMLHE ANAPC10 MTMR4 STX7 FRMD4B PRKD3 WDR44 SCN3A PREPL RAB2A NKAIN2 ZBTB34 MCPH1 SRSF6 CAMSAP2 ZEB2 DYRK3 PCDH9 NIPAL1 BHLHE22 OSBPL10 FNDC3B CRYBG3 EREG PABPC4 CXCL2 DNAH5 UTP25 RPAP2 IFI44L PCDH7 NSF PDP1 LPAR4 WNK1 TMPO ARFGEF1 MIR1245A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1245A TMCC1 MACIR C11orf24 MIA3 ZNF250 MYLK3 TRIM22 JAG1 PRPS2 MSL2 CNTN5 RAD54B APP SLFN5 KLRF1 SMCO3 RAVER2 FSBP RPL34 SGMS1 LCORL RBM46 TMEM199 OPRK1 SRSF8 PURG AMMECR1L TBRG1 EAF1 LEPR KRTAP9-9 PGM2L1 MBL2 SOD1 CYRIA SGTB AJAP1 SEPTIN6 HNRNPR CLOCK MEIOC MIR6874_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6874_5P SYBU ARHGEF7 FAM155B KLHDC8A CD247 DVL3 SMAD5 MAP4K4 FYTTD1 MIXL1 CADM2 DGKI OSBPL7 NFS1 GFRA2 BFAR RAB3C SERTAD2 SH3PXD2B ANAPC16 RAB3B LSAMP SPX ADAMTS15 NETO1 SLC1A4 GIPC3 GCNT4 TRPC6 RNF44 IFFO2 GALNT7 ZNF503 KPNA4 HOXA5 NFAT5 MIR375_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR375_3P MUC15 MMD POC1B COLCA2 RBPJ ELAVL4 QKI HOXD3 APBB2 WBP1L RNF139 KCNAB1 CREBZF GOLPH3 SPAG9 NFIX ZFP36L2 ATXN7 XAF1 SEC23A TSC1 ZIC1 RLF ZBTB20 POU3F1 HNF1B LDHB UBE3A CENPM PLEKHA3 DIP2C CDKN2AIP SLC16A2 USP32 LPAR4 SPOCK1 KLF5 SPINK13 SOCS5 ITPRID1 MIR15A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR15A_3P CCDC141 CTBP2 BNC2 CPEB2 CYP19A1 FOXD4L6 ADAM12 PWWP2A ZBTB4 LARP4 FOXD4L3 ARMCX2 NPNT MPP5 SDC2 GPATCH2L STRN3 RAB21 SOCS6 SYCP2 TMEM41A CAPZB SLC41A2 ATP10A PARP16 OPRM1 RAB8B TOB1 RNF13 CPNE8 ESYT2 TCF20 TNKS RHOBTB1 MBNL3 PNRC2 ACVR2B C11orf98 MIR609 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR609 HNRNPK TMCC1 ZKSCAN8 MYLIP FXYD3 HTATIP2 LSM12 NFKB2 THEG RAG2 SHOX2 USP8 NPR3 SELP ADAM10 RSPO4 PPP1R1C STARD9 GANC GABBR2 LARP6 PLPPR5 ARHGAP32 FOXI2 LY6G5B NDUFB4 MOSPD3 DENND1B CYBB PRKCI MECP2 MBOAT4 PIGM ADARB2 MIR6816_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6816_3P HMBOX1 SPRY4 BPIFC PGR DNAJC9 ACAD11 HTR2C RBM25 SYK PAXBP1 ADRA1A MPZ ADAT2 SESN2 PRDM10 ZFP69 PAGE4 SLCO4C1 NPAT ATG14 RRM2 PSIP1 ANKRA2 EPHA7 ATAD5 ZC3H7B EP400 ARMCX4 UBR3 TRA2B CTNNB1 NKIRAS1 PECAM1 AREL1 MIR6755_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6755_5P LILRA1 TMEM81 TRIOBP NDRG2 CCT6A DCTD PHC3 BBX CILP2 CD86 TNR NPVF FURIN SPRY3 PRPF4 SOX6 ARHGAP18 TUT4 VWA5A GRID1 PRSS12 NDUFAF3 POU3F1 DTNA ANKRA2 PFDN2 SLC25A15 CRNN SCARB2 PPTC7 RFX4 WBP2 SLC25A2 FAM78A QSER1 MIR135A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR135A_3P EXOC6B RAD51B PPP2R2B MYO1E PTBP3 C9orf152 SEL1L KCNMA1 GRIP1 ZNF75D XG KRTAP5-9 GPR15 ARL5A PAIP1 DNAJB14 CCDC15 STARD13 COA6 MMACHC RERG EP300 GLYCTK VGLL3 LINC02694 LOX ZBTB41 HGF ZSWIM6 TRAK2 SLC39A8 FANCF TSPAN2 KRT12 CHD6 ZNF629 MIR3126_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3126_3P PHTF2 DYNC1I1 CUL3 HOXB4 TLR2 ASAP2 C1orf198 DRAM2 TNFRSF25 N4BP2L1 PPP1R12A KCNN3 ZBTB3 LRIG3 KIF2A MROH9 AP3B2 CDYL2 CDH11 SMKR1 MGAM SEC23A TRIM5 VPS13A DCUN1D3 DESI2 FBXO33 CNTNAP2 SV2C LSM8 USP6 ALKBH8 AAK1 TNFSF14 ARID1A SLC25A4 DNAJC24 PTF1A EML5 SIPA1L2 RAB6B KLC1 AHSA2P MRGBP MIR192_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR192_5P ATF1 TMLHE ANAPC10 MTMR4 STX7 FRMD4B PRKD3 WDR44 SCN3A PREPL RAB2A NKAIN2 MCPH1 SRSF6 CAMSAP2 ZEB2 DYRK3 PCDH9 NIPAL1 BHLHE22 OSBPL10 CRYBG3 EREG PABPC4 CXCL2 DNAH5 UTP25 RPAP2 IFI44L PCDH7 NSF PDP1 LPAR4 WNK1 TMPO ARFGEF1 MIR9900 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9900 UBN2 PPP4R1 RALGPS1 RAPGEF1 ZC3H11A ATP11B CSF1 CERK TYW3 DERL1 ST6GALNAC5 RGS3 GPR55 FGFR3 GABRA2 NOL3 ZC3HC1 NUAK1 ALDOB NLRP2B NR3C2 PMPCB HOXC6 C18orf32 CCDC150 RPL28 STX3 DESI2 SLC25A38 KDM7A CNOT6L RPL17-C18orf32 NFIL3 COG5 CDC42SE2 NCBP3 KCNQ2 PRRG4 TRPC5 RRAGC ADGRL3 NPTX1 SCX SMLR1 MIR4323 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4323 IQSEC2 CAMK2G HDGF KDM6B STX11 PDLIM3 SHISAL1 OAS2 NR2C2 SH3YL1 SLC6A2 C6orf120 SH3TC2 GOLPH3 ZBTB7C MEX3D C6orf223 HPS5 FBXO45 SCN4B KIAA0930 STIM2 RLF SUFU KRAS ATF7 CRTC1 FBXO34 SEPTIN4 RCN2 EPHA4 KIF3B TAB2 AFF1 PPP1R9B PTPRJ SDC3 CFAP97D1 DIAPH1 MAP2K1 OXCT1 MLIP MIR296_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR296_3P SLITRK2 EXPH5 ZNF117 AZI2 SPINT2 MACO1 ZNF781 ZNF138 CADPS LMLN C1QTNF7 TMPPE ABLIM3 OR51E1 TOMM70 PFN2 ZNF763 ZNF493 ZNF629 STRN3 GOLGA6L4 ZFP90 GOLGA6L10 JTB SWT1 JOSD1 ZNF99 ZNF28 MED14OS NAV1 ITM2A ZNF124 LRRTM3 TRPC5 NCMAP ATP5MG MIR4687_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4687_5P VBP1 SEC14L1 SDR42E1 CACNA1E ELK4 BDKRB2 TSEN2 WDFY4 ERC2 ZKSCAN1 AXIN2 MEMO1 CNKSR1 GRM5 SLCO5A1 LUZP1 TMEM161B PHTF2 CELF2 CASTOR3 PRKCB NLN ATP2B4 YAE1 KCNJ16 PPM1D PEG10 ANK1 ELMO2 ZC3H7B IGSF11 KLF6 SEC63 KLF3 TRIB1 CPLX3 FAM220A ZFAND6 ZNF609 TLCD5 DGKI CDK12 CXCL5 PURA MIR7106_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7106_3P RAPGEFL1 REEP5 ORMDL3 ANKRD13A NF2 TMEFF2 GNA12 LDB1 FAM86C1P KMT5C EEF2KMT SETD5 PPP1R37 ZDHHC11 RERE ELAC1 PRAMEF25 PRAMEF5 SHISA9 NUCKS1 MREG ATXN10 ITGA3 PRAMEF6 BCAN CDC42BPG EIF4EBP2 RPS6KA1 PPARGC1B FAM86B1 KDM2A NEDD9 AKAP1 DDX3X KPNA6 BTG2 EDAR PRAMEF11 JPH1 XPO1 PRAMEF15 PRAMEF19 SSTR2 FBXO42 DTX4 USP12 PRAMEF4 PURA MIR548Q http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548Q AKR1B15 SPATA33 NBEA NFAT5 GSE1 METTL8 GCNT2 ZFAND5 EID1 CNEP1R1 ZSCAN22 MAFA CHRNA4 TGOLN2 ABHD5 HOXA9 ZNF711 GPR19 RGPD1 ZNF135 CDR2L YPEL5 TXNRD3 ZNF74 ZNF594 ZMYND11 RNF165 ZEB2 TAPT1 EBF1 KLHL12 ZNF720 VPS35 STAU1 ZNF773 CYB561D1 ZNF268 ZNF584 ADNP2 KPNA5 TMEM101 KPNA4 MZF1 FNDC3A DLG2 LRRC4 MIR1296_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1296_5P EGR2 PDZK1IP1 CTNND1 UGT3A1 FOXJ2 SF3B2 NRCAM SETDB1 TGDS ERV3-1 CGGBP1 SFPQ SLC41A1 LCOR SYN1 TMEM239 CEBPZOS DARS1 ZNF521 SNRPB HECTD4 WASHC4 SSUH2 POLA1 ELAC1 ZNFX1 SLC1A1 TRIL CLEC12B SLC38A5 PPP1R11 SYN2 RNF123 MIR4652_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4652_5P KIAA0040 PSMD5 TRAM1 ZNF285 EPB41L1 PIP5K1C BBC3 MXRA8 SIDT1 VTI1A SLC35F1 FIGNL2 IP6K2 SHISAL1 KCTD15 WDR72 GJB1 ATF6B STIMATE CLEC17A SNX20 COG5 ZNF664 C11orf95 CD19 SLF2 CDH4 PPP1R9B USP3 BNC2 ZNF714 SLC25A32 DNAJC15 CABYR RND1 TTLL5 ISCU MIR4781_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4781_3P SLC25A40 INA STAU1 PHTF2 TOP1 PROSER1 LCMT2 CEP170 NDUFV3 MAP3K13 EFHC2 SUPT3H YOD1 FRMD5 SMCO3 CLDN18 CTXN3 PFN2 RAB8A SPRED1 ATXN1 DCAF5 SDC2 GAN HLA-DPB1 FPR3 TMEM165 PPIL3 NEUROD4 OSBPL6 LNX2 PHIP IMPACT ATXN3L STMP1 GRM6 TEAD1 C1orf56 DHRSX MIR208B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR208B_3P GOLGA6L9 SEC14L1 EYA4 ETS1 RAB5C MTF2 LNPK RIMS1 REEP1 HEMGN MCU CREBZF OSBPL1A KIF13B SNX2 SOX6 COG5 VPS13C LRRTM1 CNKSR2 CNOT9 PDCD4 FOXN2 RECQL NSMCE1 KDM7A GOLGA6L4 EBF1 HP1BP3 MED13 FNIP1 OMG YBX1 PTBP2 NLK STC1 SLC30A4 SLC6A13 CSNK2A2 UBE2V1 RNF145 UBE2J1 TSPAN12 MFSD14A UBE2V2 MIR4780 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4780 MFAP5 RANBP1 PTBP3 ADRA1A TMED4 HNMT BBS7 TMEM191B NUDT7 YBX2 MINAR1 TLE4 FUT10 ATXN7 HEXIM1 TMTC3 TMEM156 TMEM191C ASCL2 VWA2 RNF169 FOXN2 SORCS3 SLC12A2 KLHL3 YAP1 SKI GMFB DYRK3 CLVS1 PIK3C2B PCMT1 GPBP1L1 STT3B SCAF11 NCL PHF6 MMP19 TRIM44 PPP1R14C NOP58 BBS5 MIR503_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR503_3P AQP4 MPZL1 GAB1 AMMECR1L FAM104A CDH19 DMP1 F2RL2 ZC3H11A PPP1R13B NWD2 PICALM GIPC2 BAK1 MYO18A PCDHB10 GBP4 TET3 VSTM2A SHROOM3 DCAF5 RPP30 EPB41L4B EPC1 PI15 ASPH OIT3 ACTG1 SGPP1 TUSC1 LANCL2 GANC TEAD1 GUCY2C PRSS12 IQGAP3 CFAP300 MEIOC MFSD8 MIR12130 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12130 ASB5 STAM CDIN1 SOD2 CTSE MRPL20 CEBPG ZBTB20 ZNF527 AP3S1 CADPS ATP5IF1 LMLN MT2A MT1X TENM3 ASB8 RASSF8 STRN3 MS4A1 GGCX SLC35E1 ASB14 MSR1 SMURF2 FAM120A ARL17B SPEN BRINP3 TLN2 MT1A MIR5591_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5591_3P HIPK1 SPCS2 SIM1 TBC1D22B PATE2 CPEB3 JPH3 USP27X XPR1 RBBP6 CLCA2 POLR2M MYCN ARHGAP36 HIF1A PMAIP1 VPS13B ZBTB34 ASTN2 CDR2L IQCK SYNJ1 LEPR CD8A GCOM1 A2ML1 UPF1 ME2 PJA2 SBNO1 VEZF1 TGFBRAP1 ACTR2 CLEC3A SLC66A3 RRP1B EPAS1 JPH1 HDAC6 RFX4 ZMAT3 DNAJC3 UPB1 PCDHB3 MTMR10 COL4A1 MIR8079 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8079 TMCC1 MACIR C11orf24 MIA3 ZNF250 TRIM22 PRPS2 MSL2 CNTN5 RAD54B APP SLFN5 KLRF1 SMCO3 FSBP RPL34 SGMS1 LCORL RBM46 TMEM199 OPRK1 SRSF8 PURG AMMECR1L TBRG1 EAF1 LEPR KRTAP9-9 MBL2 SOD1 CYRIA SGTB AJAP1 SEPTIN6 HNRNPR CLOCK MEIOC MIR6846_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6846_3P GNE NR3C1 ARL4D TCF20 MRAS SLC26A8 VCAN TNPO1 NDUFAF6 IRS2 DZIP3 PLS3 LILRB1 RNF165 CTPS1 SLC10A7 ABCD1 AP4B1 SPO11 EPHA7 SETD1A BTNL8 VPS53 GALNT7 C5orf15 SP5 MIR208A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR208A_3P GOLGA6L9 SEC14L1 EYA4 ETS1 RAB5C MTF2 LNPK RIMS1 REEP1 HEMGN MCU CREBZF OSBPL1A KIF13B SNX2 SOX6 COG5 VPS13C LRRTM1 CNKSR2 CNOT9 PDCD4 FOXN2 RECQL NSMCE1 KDM7A GOLGA6L4 HP1BP3 MED13 FNIP1 OMG YBX1 PTBP2 NLK STC1 SLC30A4 SLC6A13 CSNK2A2 UBE2V1 RNF145 UBE2J1 TSPAN12 MFSD14A UBE2V2 MIR6859_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6859_3P MINK1 GPRC5B MTSS2 EDA AIPL1 ANKRD10 TMEM100 ABL1 PHACTR4 DHRS2 CRABP2 SS18L1 IRF6 MYRF GPALPP1 HOXC6 WFDC12 ANO6 BTN3A2 MAP3K11 HMGCR AP4B1 ERO1A PCDH7 KLRK1 ATP1B3 BRF1 RAB11FIP5 CDH18 PDE3B DAGLA MYLK2 MYRIP HS3ST3B1 RIIAD1 MCRIP1 STK4 MIR328_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR328_3P PRDM16 FERMT2 ARPP19 RSBN1L TNR DDB2 LGR4 IVNS1ABP ZC3H12B PTPN9 TCF7L2 PEF1 TESK2 BARHL1 LRTOMT PLOD2 EDARADD PRF1 ARID1B RBFOX1 UROC1 UHRF1BP1 EIF2AK2 TRIM71 ENHO TCHH ADNP MPI CHP2 SERPINB1 UBFD1 NR3C1 PGM2 H2AX LRRTM3 DTD2 MEIS2 MFHAS1 LYVE1 PSMB9 DYNC1I1 SYT1 MIR6890_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6890_5P BBS9 POC1B NDRG4 FAM155B C22orf39 NCAPH DYNC1I2 ZNF37A SLC22A4 VIPR2 LPCAT2 TRAPPC3 SLC39A8 RC3H1 NONO HELZ WDFY3 NOVA1 ZNF189 ACBD7 MIR3157_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3157_3P DIPK2A SYTL2 APBB2 PLRG1 HTR2C SUMO2 DRD1 COG5 CTSC TANC1 ZNF143 CTDSPL2 EIF2AK2 ZNF644 CYP3A5 RAD21 BRD8 KCNB1 SLC12A2 ADCYAP1 SGK3 FGL2 BMP2K RGS7BP LIPH AP2B1 ITGB1 OR11A1 C18orf25 TMEM150A TMEM167B NEK2 WDR37 ACP6 GID4 STOX2 USP34 LVRN MIR3529_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3529_5P MDM2 PPP4R1 PEX11B MTMR2 PITPNM3 ELMOD2 EIF4G2 ZBTB26 SEMA3A MTO1 ESRP1 NR6A1 UBE2E3 LINGO2 GDF6 DNAJC30 SGPP1 TXLNG OGN CXCL11 CREBBP SMAP1 GALNT15 LZTS3 NRARP NHLRC3 RAB30 TLCD2 FZD4 SDE2 ZCCHC2 NHLRC2 RAD18 MCTP2 MIR5088_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5088_5P PTER SLC22A2 ADCYAP1R1 PTBP2 THTPA AKAP3 CANX TMEM47 CTDNEP1 MIP ZNF135 FUT10 PJA1 VAPB PMP22 FOXO4 KDM2A PRSS8 XRCC6 PI15 FGF9 CNTNAP2 SH3PXD2A GALNT2 AGAP1 IDS HIC2 RIMS4 USP14 PCDH10 ATPAF1 KCNMB2 BZW2 MSANTD2 MECP2 CENPI LRRTM2 HECW2 PSMB9 MIR151A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR151A_3P MAGEA2B MAGEA2 FAM120AOS AQP4 FAM76B AGO2 UPP2 NPAS3 MTARC2 MAP3K19 MANEA YTHDF3 DCTN4 CLK1 LRCH1 NIPAL2 COL25A1 RFX3 CLASP2 CASD1 GRM3 NAA15 ZNF326 FXR1 PITPNA NAMPT RILPL2 SEC63 ZKSCAN4 MAGEA1 RPS6KA5 GFM2 ME1 STXBP1 MIR2114_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2114_5P MOCS2 AEBP2 TMEM177 CDK1 BID ANKRD13A CYFIP1 DLX5 LDB1 MRFAP1L1 RPL7L1 ADAR METAP1D EFNA5 DCAF5 PHACTR2 PLEKHG7 CEP44 ANKFY1 SRSF1 RCAN3 OCRL FKBP1B UST RUNX2 CCR10 NFIA ZEB1 NSG1 FAM81A EIF2S3 LIAS MTMR9 RAPGEF5 PSMB9 MIR7973 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7973 ZNF852 FCGBP HIPK3 MTMR4 ATP9A KPNA3 HSD11B1 PLA2R1 ACAD11 ZC3H12B ZNF488 FMNL3 IRAK4 TTC3 MACROD2 SH3TC2 NPSR1 RP9 RASL10A ZFYVE26 FAM170B OSR1 YWHAQ UCN2 FAM168A DNAJC5G QPRT TMEM117 TFCP2L1 PPP1R3B ODC1 TCP1 BTLA NATD1 TLR7 MMP24 MAPRE2 NSD2 PXDN PDS5B HSP90B1 SMIM15 GLE1 TSPYL6 SP5 JADE2 MIR758_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR758_5P ITPRID2 SLC20A2 GSG1L TENT5D PLA2R1 KLHL29 CSNK1A1L KAT2B E2F5 PHACTR1 TET3 BBS7 TBC1D32 PSMF1 RTKN SCYL2 PTP4A1 SETD5 TRIM37 ULBP1 PTCH2 EEF2 TOX4 ZNF888 ID2 RASA1 LOXHD1 OSBPL6 LURAP1L ZNF318 UQCRQ VXN NUFIP2 DSG3 MIR6805_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6805_5P SLC25A21 ERF GAD2 ASL GANAB ZNF687 PRRC2A NR1D1 GREM2 MFSD9 TP53INP2 SYNGAP1 MXI1 DMBX1 BAIAP2L2 RNF141 PPP1R16B SSBP3 NFATC1 BAZ2A KMT2D SOX12 ESYT3 CHD5 SHANK1 KCNB1 SMIM24 NFE4 TBC1D13 RHOC ATP2B2 SCNN1A PBX2 TSPAN1 CHN1 TIMM10B SRR MEGF11 LRRC75A BTN3A1 MIR3158_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3158_3P ITGA4 ATM BNIP5 STAT3 DGKH RORA EIF3M KNL1 FKBP1A PUS10 EIF1AY ZNF426 UBXN2B SOX5 ZSCAN16 TOX3 ZNF544 ZNF135 CYP46A1 CAMKK1 SHISA8 BRINP2 CENPI ZNF74 IL2 SLC23A2 SNX27 STRBP ZNF629 HECW2 RELN SFPQ WASF2 PCDHB4 CWC25 WDFY3 MZF1 RIMS2 MBTD1 MIR8071 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8071 NWD1 DCAF8 SOGA1 ZSWIM5 SSB KCTD1 BACE1 TNS1 TRAK1 SYNPO2 TRIM33 CXXC4 NHS SEMA3F HDAC2 MRM3 MRTO4 FAM13B DENND2C PRDM11 ZNF709 RPS6KA4 SYT7 SNX6 PDK1 PPP1CC DCLK2 CCDC93 BAZ1B TMEM253 GPX3 CABP7 SHISA7 PURA MIR4507 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4507 EGR2 ZNF568 ECHDC1 MANBAL PSEN1 THBS4 COL1A1 HCN1 LMLN NUTF2 TEAD4 PSG8 ETF1 FCGR1B MRPL20 CLEC4D LRGUK TENM3 ASB8 RNF165 ATXN1 ZBTB1 GHITM HOXA1 CCDC3 ZFHX4 SMIM10 FGA CPNE8 CHERP TRIM10 CHST11 PTPRJ ZNRF3 FBN2 RNF10 TEAD1 STK39 MIR10400_3P_MIR4674 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10400_3P_MIR4674 INTS9 PTPRM ZIC4 TXNL4B RNF11 DCAF17 RSKR RELB HHLA3 SWI5 MYH10 FAM120AOS CCDC88A ARMC10 NEK11 SLC66A2 FBXL16 RGMB KRTAP4-11 RAB31 CUL5 NGEF ZNF48 PRSS8 TCF19 KRTAP4-8 MEF2A SKIDA1 RRH ONECUT2 FAT3 GIPC3 GNG13 UBE2D2 KRTAP4-9 POU4F2 PTGFRN MIR3085_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3085_5P TPM4 CHP1 PDZD2 PLAGL2 RORA FBLN5 SEPTIN8 TBPL1 SAYSD1 NABP1 SMPX GPR107 C6orf120 KAT6B CTDSPL DHX35 UBE2K SOX6 ZNF668 NTRK3 PLPP6 ITGA5 ARHGAP1 HSPA8 GPC6 UBP1 FAM83H PARP12 JOSD1 ANKRD42 PLG AHCY PDE7B CCNB1 ZNF157 FAM171A1 DRD2 MIR5684 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5684 ADAM2 LILRA1 MIB1 NHSL1 ACSL4 RCOR3 SEMA3A RGS4 XRN2 CBX8 ZDHHC2 PAPPA EFHC2 FYB1 TNPO2 CXXC4 SNTB1 ZNF449 ARIH1 MRTFB GTF2A1 TMX1 B3GNT2 AP4B1 ATG14 ANKIB1 CLHC1 FST HIVEP2 KLHL24 PPM1H NKX3-2 CNTN1 RPS6KL1 TNFSF18 RASA2 ADAMTS1 KPNA4 CRYM ARL17A MED26 MIR6738_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6738_5P DOCK9 COMMD9 DNAI1 ARHGEF37 MKRN1 BMF FAP ZFYVE28 CEP20 VGF KIAA1143 IL24 RAB5B CASP2 GDE1 TRIM14 DISC1 GOLM2 FOXP4 KDM5C CASP14 TEX51 CD1C IGLON5 KCNQ3 ST6GALNAC6 KAAG1 NOVA1 TRIM11 SYP DHRSX MIR3940_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3940_5P EGR2 ZNF568 ECHDC1 MANBAL PSEN1 THBS4 COL1A1 HCN1 LMLN NUTF2 TEAD4 PSG8 FCGR1B MRPL20 CLEC4D LRGUK TENM3 ASB8 RNF165 ATXN1 ZBTB1 GHITM HOXA1 CCDC3 ZFHX4 SMIM10 FGA CPNE8 CHERP TRIM10 CHST11 PTPRJ ZNRF3 FBN2 RNF10 TEAD1 STK39 MIR1178_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1178_5P ASCC2 NTRK2 RACGAP1 ELP4 ANKRD13C MLEC ENO4 WARS1 OR2H1 SUDS3 PLXNA4 UTS2B CARD6 C2orf49 IGF2R GFI1 GTF3C3 ARL10 ERCC4 TARS3 MEX3A RASSF8 TNFSF10 FAR1 FGF9 ZDHHC7 SEPTIN7 EIF2S1 MAP2K6 B4GALT1 DUSP7 ATP2B1 GPATCH2L TFAP2B ERC1 MIR6782_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6782_5P PXK SCN3B NID1 B3GNTL1 CAPN8 JAM2 MARK2 ZCCHC9 AK2 GBP1 FBXL16 ASCC3 DGAT2 LCE6A SPRED2 FOXP4 CTNNBIP1 ZNF551 GPR162 FBRS CASP14 FBXO11 GCNT3 VAMP2 NOVA2 BTG1 CNNM1 EPHA4 SLC2A10 ANKRD52 SP7 IL18RAP UBAP2L TEAD1 CCAR2 CDSN GIGYF1 SYP CYP1A2 MIR548AD_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AD_3P CXXC5 ICMT PFDN4 MEGF9 DNAJC10 TCF4 RSKR MMP16 CITED2 BNIP2 BAZ2B PRPSAP2 ANXA7 SYNCRIP ODF2L CECR2 SPAST ZNF362 MAGEH1 C18orf25 YES1 KLF6 CBLN1 LIN9 ZCCHC3 BIN1 MIR769_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR769_3P NSFL1C TMED2 PIP5K1A TMEM139 SLC25A23 WBP1L KRTAP17-1 PGK1 CCDC92 KDSR C11orf58 C4orf19 GALNT10 NECTIN2 SP8 KDM4C DCLRE1C POLQ TPBGL ZNF708 AP3S1 RFC3 ZSWIM9 DACT1 EYS HEY2 ILDR2 NOVA1 HMCN1 HSP90B1 C5orf15 MIR601 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR601 ZNF416 RO60 HSPH1 SIRT1 EFNA4 EIF4EBP3 ALDH3A1 RSKR CUL3 PPP2R2D CASP3 BCL2L2 ANKIB1 PCSK9 DDHD2 RASGRP3 FBLN7 RTBDN LURAP1L NRG3 SLC38A9 TAF11 CNKSR2 MBNL1 DTX4 CSNK2A2 KHDC4 ANKRD31 GOLGA8B LHFPL2 SLC6A6 GOLGA8A B3GNT9 NLGN1 ZBTB38 SEC16B AHCTF1 SNRK USP29 MIR8058 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8058 GABRG2 FGF12 HRH4 PRKAA2 TREM1 HDAC9 SLC15A2 STIM1 ZNF292 ZFAND1 PIK3CG PLB1 HACD1 MYT1 STXBP5 CSRNP2 LHX1 LRRC2 CLIP4 HACD4 ANTXR1 PALMD FAM227B ATP2B4 KCNJ3 EN2 APIP RNF114 SNAI2 FST ENPEP MTHFD2L MMUT BZW1 DCAF4L2 C3orf38 SRR SPIN1 RALGAPB UHRF1BP1L RNF150 RAP1B BHLHE41 MIR27A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR27A_5P ATM CHURC1 LTBP1 EMC4 PPP4R3B PAF1 APEX1 PHF24 BTF3 THNSL1 GSDMA CCR5 AK2 SERPINB3 EIF5 IL2 LHX8 LDLRAP1 SERPINB4 EIF1AX ANTXR1 EXOC8 TSHZ3 MTRNR2L9 NPM1 HECW2 SLC23A2 TMEM181 CD1C ADCY1 INO80D ARHGAP28 AEN WDR48 IFI30 SPICE1 WDR89 RFK MIR3622A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3622A_5P MTUS2 ATP6V0E1 TNS1 ALG13 NNT VAT1L SEC24D GATA6 ANKRD50 NR4A2 SMCO1 TMEM117 CCND2 HADHB STK26 ACAN SLC38A2 PRRX1 CDK19 GAREM1 FMC1-LUC7L2 PLAG1 SP1 PTBP2 SEC11A DUSP9 TRIM66 E2F3 SP7 FCHSD2 FSD1L LUC7L2 PDGFC SOCS5 HIC1 PHKA1 LIFR GLCE AMOT FUT8 CDCA7L ATRN ATAD2B MTMR10 MIR663B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR663B TTC23 SOGA1 PHF24 RAVER1 NICN1 DCX HERC1 DHRS2 MAP7D1 STXBP5L USP47 ZNF436 BSPRY TMEM156 LRTM2 SMPD1 PTER IQSEC2 GDF10 SH3PXD2A SLC66A3 PRR23C MN1 CYTH4 CIC ADGRL2 GPRIN2 MYO19 ERF SYCE2 RHOJ H2AX TTC7B C1RL C3orf36 TMEM127 DOCK3 RHOF MIR10A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10A_3P PLAGL1 SLITRK4 ELMOD2 MTX3 HOXC4 IKZF2 BEX1 PKD2L2 VGLL3 CDK15 SMOC2 KIF14 SKIL ZDHHC21 THEMIS POC1B-GALNT4 LTBP3 VPS26C ALG10B EPHA7 ANOS1 GALNT4 LPAR4 CNTN3 PCBP1 CENPW MIR5010_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5010_5P ARHGEF10 CASTOR2 COPG1 MSS51 LPGAT1 WNT7B PPP2R2D CNTNAP1 INAVA SHISAL1 RNF125 RDX CDK18 NABP1 NFASC ELOA CACNA1I PVALB NFIX KDELR3 ACTB SLC6A17 NAPA NCAN PPT2 RFX3 STIM2 MPZ FILIP1L STC1 ARL5B ENTPD2 RNLS MECP2 NAPG GUCA1B SHISA7 DSG3 MIR615_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR615_5P GRN ETS1 SPSB1 AUTS2 TUBB4A KCNH5 APC2 SNAI1 CLIP3 ABI3 P2RY2 CSRP1 IL27RA ADGRD1 LILRB1 C18orf32 WFDC12 HTR4 C12orf76 RPL17-C18orf32 FAM174B ADAMTS14 SPRED3 BHLHE40 MYEF2 STC1 PRDM7 ADGRF4 GLIS3 MEIS2 DUXA CAMK2N2 C16orf71 GRM6 NTF4 PRCC CLDN8 KCNQ1 MIR1914_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1914_3P DOCK9 COMMD9 DNAI1 BMF FAP ZFYVE28 CEP20 VGF KIAA1143 IL24 RAB5B CASP2 GDE1 TRIM14 DISC1 GOLM2 FOXP4 KDM5C CASP14 TEX51 CD1C IGLON5 KCNQ3 ST6GALNAC6 KAAG1 NOVA1 TRIM11 SYP DHRSX MIR4999_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4999_3P LIN54 EMB MMD ALDH6A1 PPT1 NHLH1 ARMC8 DDX17 TGFBR1 BAZ2B GULP1 GLS ELAVL4 SLC17A4 CWC27 NLRP5 ADAM7 TGM2 SLC7A11 APOOL ERICH5 GTDC1 UQCRB PWP2 CMTM6 XBP1 C18orf25 USP3 NHLH2 MSI2 BCL11A TAF15 COMMD3-BMI1 KIF18A EWSR1 FAM13B NPAS4 SYT1 MIR6735_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6735_3P TMBIM1 NDC1 BRPF1 KAT2B NEMF PTPRD KIRREL1 COBL FMNL3 ANKFY1 RHOBTB1 IQSEC2 FXN CCDC85C BRK1 FGF9 ACOT11 FAM168A ITGB1 USP49 BZW2 TRAPPC9 LAMP5 BSN ZNF528 WDR48 ZBED4 MRPL17 FAT4 TMEM184B FLRT3 LIN7C ASF1B ESYT1 TMEM123 MIR4633_3P_MIR6500_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4633_3P_MIR6500_5P FGF12 MLXIP STK33 ZIK1 CD247 RAP1GDS1 MAST4 TBL1Y STK26 P4HA1 DNAJB14 CCDC127 PCMTD2 LIMK2 NHS LAPTM5 LAMC1 TAFA5 ZFAND3 SP100 ZBTB25 SLC1A4 RALY TNRC6B STRAP CSMD1 GIPC3 TNS3 SCARB2 RABIF IFFO2 ZNF503 SP5 HOXA5 RIMS2 OAS2 FAM126A MIR3684 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3684 DLEU7 DYNAP TRMT1L PRDM10 ZIC4 GGCX YWHAG VLDLR SHC1 GCH1 TRIM23 SRSF8 DSP ALAD PCDH9 ZBTB18 CCT2 TSC1 ITGAX STC1 EXOC1 UBE2D2 C11orf58 ZNRF3 TIAM1 MBNL2 TCP10L FUT4 BHLHE22 MGARP MIR4525 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4525 ARHGEF10 CASTOR2 COPG1 MSS51 LPGAT1 WNT7B PPP2R2D CNTNAP1 INAVA SHISAL1 RNF125 RDX CDK18 NABP1 NFASC ELOA PVALB NFIX KDELR3 ACTB SLC6A17 NAPA NCAN PPT2 RFX3 STIM2 MPZ FILIP1L STC1 ARL5B ENTPD2 RNLS MECP2 NAPG GUCA1B SHISA7 DSG3 MIR4750_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4750_3P FLRT1 ZNF189 PAK6 ZC3H12A MTF1 HEATR5B RHOQ NUDT12 ATP1B4 NPAS3 MAPKAPK3 MXI1 DCAF5 CNTN2 CCDC82 PID1 YAF2 C9orf43 RHEB ZC3H11A TRAF1 RTKN2 B4GALNT1 YIPF4 SNU13 TFCP2L1 DYRK1A KLF3 NAV3 CLN8 MFSD6 INSM2 NRP2 BNC2 SOX30 PPTC7 LIX1 DNAJC3 MIR23A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR23A_5P VSIG1 KCNIP1 MTMR4 TMEM217 DSC1 TEC GOLGA6L1 MYEOV C3orf56 TMEM140 ERC2 ABCA1 ZMYM3 LIPG USH2A SSMEM1 IGF2 PPA2 CHD4 NTRK3 ATXN1 GOLGA6L6 CAMK1D BARX2 C3orf35 GPC6 CCDC97 CCNJL KCNC4 REG1A MAPRE1 GIPC3 HIRIP3 FOXC1 CYRIA TMEM127 MLIP MIR4278 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4278 DCLK1 PTCHD3 CD83 STXBP4 TRAPPC10 ARCN1 RLBP1 TMED2 SOBP BCL9 ASAH1 HJV PRELP JPH3 TBX10 GSTM2 GPD1L TFCP2 PRUNE1 PHLPP1 APOLD1 NUP50 POLH ZSCAN16 CNTD1 STX17 PRLR MAB21L2 MAN1A2 NT5DC3 VSNL1 ZNF395 ATXN1 GSTM1 CLDN1 MIR5191 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5191 PDPN GSG1L GNB1 SIMC1 DCAF17 FOXL1 MAP1B KLHDC8A STXBP6 RBPJL FLG2 PPEF2 WFDC8 GSDMA VWA8 PRELID2 NT5DC1 ODAPH SEPTIN8 CHGA ALDH7A1 WWP2 IL21 ADAM28 TSGA10 NHLH2 BFAR CDK12 GNB4 MIR6732_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6732_5P KLK3 RAB27A CAPN3 JADE1 ABCC5 HJV WDFY1 ZNF580 SLC1A3 SLC25A27 LATS1 STX17 OAS2 NAV1 CIC TMEM169 LAPTM5 SH3PXD2A DBF4 GPD1L DYNC1LI1 MARF1 SKI FOXP4 IDUA ARRDC4 RND1 MIR1911_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1911_5P DISC1 SYTL4 CRIP3 C6orf62 PDIK1L FUT8 FRS2 NKAPD1 B3GNT2 CSMD3 EIF2AK2 ARHGEF33 CTC1 SMARCA1 SERF2 DERA GJA1 ZNF93 GPR45 SUSD6 LMTK2 FANCD2OS BICD2 G3BP2 RASA2 KRTAP24-1 DLC1 MIR3681_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3681_5P CCR1 METTL4 LAMA3 PLPP3 ECT2 CSDE1 NDP TIMM23B ACVR1C CDH6 KIN NKD1 NOMO3 AXIN2 EFEMP1 ZNF124 FUT10 CHST9 HPSE CDH12 KCNJ13 TMPRSS11D CCDC68 FMO5 TTC29 NEMP2 YPEL4 CTXN2 KDM5A MLLT10 CRACDL NOMO2 NRG4 LRRN4CL SHISA7 NOMO1 MIR6835_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6835_5P CBX6 UBN2 NHSL1 PIP5K1A MFSD4B CORIN PARP15 CDK13 CAST STX1B DBT IGF2 DNAJB5 JPT2 CIC STAT6 FSBP GARS1 DHRS13 TMEM169 CCDC186 GNA14 CRTC1 DAGLA FXR2 CPNE3 SLC8A2 SEMA4G ETV5 SPRR1B ZSWIM4 FKBP14 TBKBP1 MIR4800_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4800_5P GPR146 KCND1 ARMC1 SLC39A9 PSMA8 CRMP1 HTR2A SGCZ ZNF138 CYP2F1 MIS12 ANKIB1 ITGB1BP1 INA LPO SECISBP2L SMCO4 CIT MTRNR2L1 PHF3 LRRC36 COL19A1 ZNF732 GIGYF1 KCND2 MIR3147 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3147 CNOT2 SHISA9 ZNF687 RORA HNRNPD ADAM28 DYRK2 ZBTB10 GRIK2 ZNF20 PGPEP1L TPD52L3 CREB3L1 ZDHHC3 RNF4 MEX3C CCDC39 COL11A1 HTR4 SLC39A8 C1QB MAN1C1 F2RL2 KCNH4 ZNF202 FEM1C HSD3B2 BEST3 PLEKHS1 SPOUT1 BMP2 MYO1F CNTN5 IL1B RPS29 USP12 MIR4751 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4751 KPNA1 THRB CDH22 ZNF138 RNF146 CNTNAP3 PRICKLE2 TMEM47 H2BC12 KANK1 RNF215 BCAS2 BACE2 TXN2 CAPN5 HNRNPU BHLHE22 ANKRD49 TMEM165 CYTH4 SLAMF8 LBP ZNF264 ZNF99 FLCN SEMA3C C17orf97 CNTNAP3B GLUD1 TTC14 GAB4 NUFIP2 TADA2B AMOT STK16 ZNF208 MIR4433B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4433B_3P CPEB1 EFHC1 ANKRD13C PARP3 SPRY2 LRRTM4 TBL1XR1 CDH8 TUBA1C GRPR ZNF701 IGDCC3 CCDC43 SUMO1 MMP7 ZNF415 ERBB3 FAM83H PLXNA2 SYN1 IGSF5 MS4A18 SUCLA2 HMGB1 MTRR JPH1 TMIGD1 SLC9A1 ADSS2 RELL1 ARL17A LPCAT3 TFB1M MIR4423_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4423_5P MEF2C GPM6B TMED7 PKD2L2 KCTD18 BDNF CNOT6 FIP1L1 CEP20 PHF20L1 CDNF ABCG8 SH3BGRL3 ANAPC16 FGF9 GPR85 CD226 SMARCB1 MEGF10 USP30 LATS2 KCTD4 RND2 FOXC1 GLIPR1 STC2 ZC3H12C FNDC3A MIR6862_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6862_3P SYNPO2 RORA CADM1 ITGAV PPM1A SDK2 ZNF322 ENDOV ZNF35 NAV2 FBXL5 TNFAIP8L3 POGLUT1 TMEM121B PLOD1 ITPRID2 SPHKAP STT3A KCNB1 MAFB ZZZ3 LCOR IDS VPS53 CCNT1 ZKSCAN2 GORASP2 PLCXD2 OOSP2 MIR6503_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6503_3P HTR1F OR6A2 KIF2A ZFAND3 CDH26 DICER1 PHC3 CFAP65 TRPV4 MPP3 RB1 SERP1 SERINC1 ITPR1 RAB2A NUDT5 ISL1 TRIM62 ZZZ3 GNG2 LRRC57 PABPC1 RPL36A HNRNPLL PABPC3 SYT13 NLN AK7 VPS53 SLC6A4 LARP1 MIR454_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR454_5P GID8 GPR176 STARD8 TRIM50 FGFBP2 GDF9 PCID2 MAPK1 SYNE2 ATXN7L3B SERPINH1 PUM2 GIGYF2 COP1 CACHD1 MYCL TMEM47 ADGRF4 NIPA1 ZBED4 SP4 TLN2 ZNF860 RAP1B TDG MIR6849_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6849_5P CCR1 METTL4 LAMA3 PLPP3 ECT2 CSDE1 NDP TIMM23B ACVR1C CDH6 NKD1 NOMO3 AXIN2 ZNF124 TMF1 HPSE CDH12 KCNJ13 TMPRSS11D CCDC68 FMO5 TTC29 NEMP2 YPEL4 CTXN2 KDM5A MLLT10 CRACDL NOMO2 EFEMP1 LRRN4CL SHISA7 NOMO1 MIR4535 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4535 IAH1 SACM1L FBXO32 LDLRAD3 ETF1 MAT2A GPC4 ITGB1BP1 SPON1 TUB FOXO1 TIMP2 TNFRSF21 DNAJB12 ATP1B4 ADGRG3 GOLPH3 TUSC1 ZCCHC14 PRKG1 SMARCE1 CREBRF SMAD4 CBFA2T3 PNRC2 ASB7 SHISA7 KDM1B PURA MIR371B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR371B_3P REEP1 RECK TNRC6C CCDC14 CARD10 AGO1 UBR5 HESX1 ZNF213 FMNL3 HAND2 ARID4A AARD LSM5 PFN2 FEZ2 CHRNA3 GPR137B UQCC1 NTRK2 PTPRG BNIP2 YPEL1 ZFHX4 ZRANB1 PARP1 TOB1 GDAP2 PAFAH1B1 HDDC2 VAX1 MAPK6 DUSP18 GPR183 MIGA2 CLOCK CFAP161 STAT3 FBXO21 MIR4486 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4486 NKAIN1 UBE2O CNNM3 QKI TRABD2B NF2 INMT IQSEC3 NUTF2 PADI2 CACNA1I MOB3A DUSP18 AKAP13 MEX3C SNX27 ARRDC3 CDH1 H6PD IFT122 SZRD1 NXF1 FBXO33 VKORC1L1 SLX4 ACAP3 RFT1 RIMS4 SEC63 KCNK2 PHF21A ACP6 APOBEC3D AHI1 MIR6069 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6069 SIMC1 SLC22A8 KCNJ2 ZNF385C ACTA2 SHPRH WAC PAK5 PEX10 PPP1R12B NUP210 TMIGD3 CCDC121 RAB11FIP5 PLPPR5 CBLB GSTA1 MYCN CHST9 SYS1 SIK3 IVD CTDSP2 CIDEB CNOT9 OTUD4 RCOR1 ZNF860 ZBTB20 MIR554 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR554 CACNB2 SLITRK2 TRPC5OS RBMXL2 ENDOU ADARB1 CARS1 SDR16C5 PPP2R2A LANCL1 PIEZO2 NXT2 WDR1 DDA1 SMARCE1 EIF1 GABRB2 C1orf116 TOX4 ZMYM6 SEC31A MIR3680_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3680_5P BAG4 TMED7 DNER SLC35A1 USP46 GATA2 TASOR ERC2 TRABD2A SLBP ARID4A SS18L1 SLIT3 EFCAB1 FUT10 PLCL1 OGN TXNDC16 LARP4B ERCC1 ANKIB1 ELAVL4 LIFR GNRHR HOOK1 MED6 COMMD10 PLPPR4 COL14A1 USP32 PDS5B ALPI CSNK1G1 NFAT5 MIR492 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR492 NDUFA5 KLC4 ZCCHC17 SGCZ CHRNB2 MAT2A IGF1R ADRA1A PPME1 C10orf99 GOLPH3 FAM76A TTN DYRK1A MYH9 TBC1D9B ELF5 UBR3 TRA2B PNPLA5 BUB3 ATRN SPOPL FAM151B MIR1238_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1238_3P SDHD CADM2 VTI1A PLA2G12B ENPP2 ZNF606 HMGXB4 GRIA1 ANKRD17 HOXA9 ACOX3 MPST SLC48A1 UHRF1BP1 CREBBP MAP4K5 IGFBP5 GSPT1 GPR180 CHIC1 RBM15 PPARGC1B EMILIN1 SAMM50 ARHGEF33 SREK1 LHX2 VASP ADGRL3 BRINP1 ATP8B2 RAB33B MIR4732_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4732_5P GRM5 NHLH1 PSMA5 CYBRD1 FAM222B DDX5 GJA5 KIRREL3 TAF9B ANXA7 RAVER2 OSCAR ARSL SEPTIN11 CCDC73 ALKBH5 PPM1E GABRB3 KLLN SOCS5 AMMECR1 WASL MIR4727_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4727_3P ZNF484 TMCC1 MMD C22orf23 SLC22A15 NEK2 RPGRIP1L CLDND1 FUCA2 AFAP1L2 APLP2 EGFR RAP1A ARHGAP33 FADS2 KRTCAP3 WDFY3 OR7A5 DENND1B KATNBL1 USP48 DISC1 OAS2 DDIT4L OTUD4 IRAK2 ZNF214 TRIL B4GAT1 ZMYM4 ARL15 MIR8078 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8078 NAT1 SERPINB7 BRWD3 RORA PITPNA CFAP45 WNT8B EIF2S1 SLFN14 UGT3A1 HECW1 TMEM184C HERPUD1 HOMEZ NEDD9 CCSAP SUPT3H ZBTB39 ZNF670 MYCBP2 SLC22A9 GALM ZG16 ZCCHC14 LRRK2 GREB1 SLC1A3 KCNH8 BCAP29 MIR151A_5P_MIR151B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR151A_5P_MIR151B SEZ6L UTY AK2 SLC25A24 FANCA PPP1R3B APH1A RALGAPA1 IQGAP1 RGS17 NDE1 MIR325 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR325 HIRA GKN1 ROCK1 PREX2 ABRAXAS2 ATG12 TYW1B SMCHD1 RIMS1 ISOC1 GRIA4 TRIM9 CELF1 DNASE2 DDX5 KTI12 PACC1 MAGOHB ZNF225 KCNV1 WNK1 PLD1 CSNK1A1 UTP23 ARRDC3 TTLL7 PPTC7 DNAJB9 TPPP NR2C1 MIR6802_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6802_5P RAB2B CDC14B TUSC3 NBR1 UBAP2 SLC35B4 MRPS33 TTN EIF1AY NOTCH2NLA FAM76B ASB3 TREML1 ATXN7 ELOVL1 EPHB1 DTNB CCM2L RBP3 TOM1L1 BBOF1 OAS1 FAM169B OCA2 SPEF2 STRN DOCK8-AS1 NFASC MIR365B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR365B_5P MOCS2 MAPT SIM2 PRDM6 CCDC47 NUDT12 DEGS1 EPOR MTRNR2L4 POGZ PRTFDC1 IQCK PRX SYT2 TANC1 ZCCHC14 RBM46 SLC24A3 ALMS1 PHC2 SLC37A2 SMAD2 DUS4L ARID3B MYF5 GAB2 HOMEZ UBR3 CPA3 USP34 USP12 HMGA2 MIR1182 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1182 ANKRD66 ANKLE1 GPR176 AMIGO2 EIF4ENIF1 HSPB6 SNTG1 SF3A3 MYO5C ABCC12 PIP4K2A TBX5 THBS3 ANPEP AMMECR1 MAP1LC3B EBF3 DCLK1 RELN TCP11L2 ARID1A PKIA LCN10 ZNF609 OLA1 C14orf28 YTHDF1 MED1 UVRAG NPSR1 MIR7160_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7160_3P CAMK2G PTPRN2 PDE6D STAR TMEM25 ZNF367 TRPM2 KCNQ2 CARMIL1 FAM160B1 LZTR1 PLXNA3 ACSM2B TRAF3 NAV1 ELAC1 NT5E AGBL5 RASD2 ZNF521 PKNOX2 GTPBP1 NUMA1 AK5 ADGRL1 SDC3 UNK CCAR2 ZFP36 LRRC75A MIR6082 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6082 METTL23 ARAF TMEM200A TRPC4 ROBO1 MED13 CNRIP1 TGFBR1 DNAJC6 TOR1AIP1 SECISBP2L HACE1 RIOX2 BMP4 ANLN TYW3 IER5 MIR596 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR596 HIPK3 DNAJC10 NREP HTR2C EYA3 HOATZ ZNF335 TOX3 IFNK IGF2BP2 RBFOX1 PCDH11X SGSM2 SOX4 PGM3 DPYSL2 SPTY2D1 MAN2B2 TPBG TNNI3K BBS12 MRPS27 IL31 USP30 NFIB VDAC2 ST8SIA2 NSF PTEN USP14 SCYL3 ATXN7L3 MIR12121 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR12121 ARHGEF15 MSRA PDCD10 GPR107 ZNF117 GRIP1 BRINP3 MRAS BPTF GPR158 ZNF676 ZNF732 LNPEP ZNF107 ZNF737 ZNF493 ZNF138 ZNF99 ZNF28 ZNF708 ZNF600 OXR1 ZNRF3 ZNF468 ZNF730 ZNF728 ZNF208 MIR365A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR365A_5P MOCS2 MAPT SIM2 PRDM6 CCDC47 NUDT12 DEGS1 EPOR MTRNR2L4 POGZ PRTFDC1 IQCK PRX SYT2 TANC1 ZCCHC14 RBM46 SLC24A3 ALMS1 PHC2 SLC37A2 SMAD2 DUS4L MYF5 GAB2 HOMEZ UBR3 CPA3 USP34 USP12 HMGA2 MIR4661_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4661_3P SLITRK3 ENOX2 MLEC HOGA1 NUDCD2 COL5A3 CPLX2 C1orf198 PRKAB2 SLC25A23 HERC6 STIM1 ORC6 TM9SF3 TTC9 NDE1 DAZAP2 PTPRF AMACR MUC7 HLA-DMB PHF8 GTF2H1 ABCA10 PPP1R3B CPB2 ZBTB38 GMEB2 NAPG SENP3 KDM5C TFB1M MIR6800_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6800_3P MCM4 RFESD ORC4 ZBTB10 PTPRK MAP3K2 XPO4 PNRC1 PIP4K2B NAV2 MAP4K5 RPTN AFDN BRPF3 TMEM39A ZMYM4 ZNF486 PAQR5 GAB1 SMG7 GABBR2 ZFHX4 PPP1R13B ESR1 BHLHE40 DPEP2NB TRHDE TBC1D30 MCM9 MIR6767_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6767_3P GRM1 BRD9 GAD2 RCAN2 OPCML CCDC40 SLC35F4 SIM2 TOR1AIP1 HNRNPH2 SDCBP HOXD10 SLC35D1 FGF12 PHF20 URM1 SESN3 COL11A1 TMEM92 TNFSF18 FEZF1 SHTN1 PCDH9 ZMYM5 MEF2A KDM3B MIR7848_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7848_3P MDGA2 CLCN4 PDZD2 BLZF1 RORA KRT23 SYNCRIP TMEM181 BBX TGFBR3 PELO RYR2 VAPA ACOT13 MTHFD2L EP300 ARID1B FUT10 G6PC NRG4 ZNF503 SERTAD2 NUCKS1 TACO1 ADRB2 INHBC PXYLP1 PELI2 MIR6724_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6724_5P CHTF8 ST3GAL3 TSLP SLC25A42 AOC3 MTRNR2L10 ZNF93 GAREM1 CD44 NMT1 B3GNT3 MTRNR2L3 SLC7A6 GABBR2 SEMA4F RSF1 AMMECR1L GNG12 UBE2J1 USP12 RBMXL3 AP000439.2 PAG1 MIR4453 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4453 CCT6A ASB4 PLPP3 RPF2 ZNF761 TTN RELN PPP4R4 SUB1 ARPC2 GRIA3 ZBTB7B PRX RERE PDCD6IP FNDC3B SLC7A14 TMEM117 CCDC179 AZIN1 BHLHE40 RPGR E2F3 GK5 LRFN3 LRRC55 WDR26 MIR1295B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1295B_3P RBM24 SH3GL3 ADAMDEC1 TMEM41A SLC41A2 ABCC5 CHM KLRF1 C5orf63 SMIM17 DOCK9 FAM20A GDAP2 TRAF6 SAMD4B GASK1A SOS2 SLC17A5 HYDIN PRMT3 FRMD3 MIR3180_MIR3180_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3180_MIR3180_3P PRR36 SPATA33 SOBP ZNF385A GRIN1 PAX2 FGD5 ATP1A3 SLC29A3 AAK1 DPF1 PPFIA3 NFIX KLK9 GRB10 DLGAP3 TRIM48 VSTM2L SCRT1 ANKS1B MIR3649 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3649 ADA2 PLEKHF2 DNAI1 RBM38 GPR161 NUMB RLN2 CCL4L2 MEX3C PHLDB1 ABL2 MYH9 ZMAT2 PEG10 LALBA SLC16A2 NENF RPS6KA5 JADE2 TLN2 SHISA7 MIR4538 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4538 CCT6A ASB4 TMED7 PLPP3 RPF2 ZNF761 TTN RELN PPP4R4 SUB1 ARPC2 ZBTB7B PRX RERE PDCD6IP FNDC3B SLC7A14 TMEM117 CCDC179 AZIN1 BHLHE40 RPGR E2F3 GK5 LRFN3 LRRC55 WDR26 MIR6787_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6787_5P ACSL3 ZFR2 MIA2 PIP5K1C DPP9 HOXC10 FKBP8 TNFRSF8 EEF1A2 TGFB1 NFIX SIRT6 FAAP20 SCRT1 DYRK1A DUOXA2 NRARP PABPC1L2B PABPC1L2A MDGA1 SLC29A3 C1QTNF6 UBXN6 SLC17A7 ABO AP5Z1 ESPN MIR3677_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3677_5P MIB1 CYP27B1 CMPK1 RAB10 GNPNAT1 ZNF615 POU2F2 ATP11A DPY19L2 CANX STK17A CALN1 SMARCAD1 CDON DHH TUT7 UBE4A MAP3K8 MN1 RAB41 GPC4 P2RY13 SNRNP70 HMGB1 CHRNE IDE PELI2 MIR659_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR659_5P RAB3C PCSK5 KLC4 ZNF549 AKAP12 SOD2 EHD1 FNBP1 TGFB2 KLRF1 SLC31A1 ECM2 STK38L RPS10-NUDT3 CEP41 GOLPH3 AMACR FASLG SMARCE1 NUDT3 OPA3 DIS3L2 LHFPL3 ATRN SHISA7 PURA MIR3191_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3191_3P CALU TRAM1 EPB41L1 CPT1B SHISAL1 E2F5 KCTD15 LIF ATP11A SLC34A1 SLC12A5 NFIX NFIB FBLN1 GABRG3 FN3K RGS9BP GTPBP2 RAX RAB11B HBEGF PPP1R9B MIR6753_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6753_5P HES7 TCEAL3 UBASH3B TMSB15B CENPE RNF38 MAX ATP1A1 ABHD6 TERF2 GCA NPPC SSPN R3HDM2 LBR ADPRH TCEAL6 SLC25A53 CXorf58 TAGLN3 BEST4 GAS1 ZFAND2B SHISA7 RIMS2 MIR3200_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3200_3P REM2 HIPK3 FZD3 TLR2 SHTN1 RRAGA REPS2 FLT1 ANKRD10 INSYN2A PTGER4 DNAJB11 KDM2B MAP7D3 SLC33A1 ZRANB2 COLGALT1 AP3S1 GRM7 TBC1D7 AFTPH USP6NL DENND1B CELF4 CARF AKAP6 FBN1 PURA MIR744_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR744_5P SURF4 IQSEC2 FBLN2 ORAI2 SEPTIN2 HS6ST1 PELI3 NFIX RGMA ADAP2 ROR2 BIN1 MIR6816_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6816_5P PRR36 SPATA33 SOBP ZNF385A PAX2 FGD5 ATP1A3 SLC29A3 AAK1 DPF1 NFIX KLK9 GRB10 DLGAP3 CYP4F22 TRIM48 VSTM2L SCRT1 ANKS1B MIR885_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR885_3P NTRK2 GRIK3 ARMCX3 SPATS2L NEURL1B ARMH3 IGF1R PAN3 RHBDF1 PFN2 RAVER2 RABGAP1 PATL1 NAT8L KDM3B CDK6 PEG10 SOCS6 CITED2 RARG DGKA SLC45A3 MARCHF3 RGS8 KMT2B GPCPD1 SLC25A31 PPP3CB HNRNPR MIR5195_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5195_5P NUDT4 KCNJ1 E2F8 PTPN13 BTBD11 DLD ADGRF2 NCOA3 MTF2 TNPO1 BTNL8 SBDS ARHGEF33 CHRNA9 PRRC2C CAMLG MYF6 LONP2 POLR2A ADRB2 MIR3162_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3162_3P CTNNB1 SEC14L1 SPCS2 MCM9 MSL2 KALRN DIO2 POLR2M NOTCH4 FAM219A BAZ2A KMT2D GCOM1 FMO5 S1PR1 TMEM198 ATP6V1C2 ARHGAP28 CPQ RASSF3 MIR4484 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4484 ARPC3 MTMR12 FAM98A AGO3 PHC3 DAG1 ZNF117 RRAGA RFC1 PIK3C2A HECTD2 TAF4 IGF2R POLR1C ZNF107 MRTFB ZNF737 PTCH2 PPARGC1A UBE2E3 MTHFD2 SNX30 SACM1L MLLT10 CNOT4 SHC2 USP37 BHLHE40 PTBP3 BCLAF3 RHOBTB1 XYLT1 RPA1 MIR6741_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6741_5P CMTR1 TMEM40 SAMD4A MAP3K6 DNALI1 PAPPA MXD1 SPN HNRNPA1L2 PCTP TAF5 ATP2B4 FBXW11 STMN3 ARL4C CHRNG SCG3 FLVCR1 TRIM10 INO80D ARV1 ADGRL1 MIR1282 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1282 TMEM263 TFEC TRIAP1 SSX7 SSX1 SAR1B SSX5 CAVIN2 SSX2B SLC66A1L SSX4B PLCH1 TSPAN12 SSX3 PLIN1 RNASE11 SSX4 FBRSL1 ZZEF1 SSX2 MIR1251_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1251_5P FMO1 FAM98A KPNA3 APBB2 NLGN2 ASB15 REPIN1 SETD3 ELP1 ZNF398 NOTCH2NLA UBXN2B WDR6 ZSCAN20 TBCD HS6ST3 ITCH TMEM181 FGA CCDC62 MIA3 MRPL17 UTP11 TAOK1 MECP2 TAF1A QSER1 MIR8086 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8086 CNKSR2 FYN CCT4 ZNF74 BDH2 KBTBD2 FBXO30 DAAM1 SPCS3 ZMYND11 GPBP1 RAB22A ADAMTS8 TDRD15 UTP14C CYSTM1 TRAF3 TMEM196 VAPA NLGN1 GALNTL6 NECTIN3 HNRNPA0 MIR6789_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6789_5P NCOR1 AP5B1 DCAF8 PTCHD3 GGA3 SOBP KRT82 SOX10 CTCFL ZSWIM5 JPH3 HSD17B12 DNMBP MITF SNW1 RHBDD1 PINK1 ZBTB47 CASK RERG ATP5F1B TFB1M MIR1468_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1468_5P MEX3B CD63 SLC25A46 NUB1 CAMKMT PROCA1 NCOA3 AASDH SERP1 WTAP FUBP3 PSMG1 COX8C UBXN10 MIR191_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR191_5P CASTOR2 SPO11 ZBTB34 DBT TJP1 TMOD2 LRP8 NRCAM MGST3 DDHD1 ORC3 YBX3 SATB1 CREBBP NEURL4 TAF5 ZCCHC8 ADAM9 INO80D CBLN4 MIR1277_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1277_3P ZNF347 DERA CYLD TRUB2 NMNAT3 SUN1 MSH3 DGCR2 LSR NRCAM EIF5AL1 KLHL2 JAG2 NDFIP1 MIR3196 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3196 PRR36 OTP SOBP ZNF385A PAX2 FGD5 TLX3 ATP1A3 SLC29A3 AAK1 NFIX EEF1A2 TGFB1 KLK9 GRB10 DLGAP3 TRIM48 VSTM2L SCRT1 MIR4313 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4313 PCBP4 COPZ1 NDFIP1 RUFY2 SLC25A27 PHF12 TNFRSF12A KCNE4 FBLN1 CACNG7 CLCA1 PPP1R16B DACH1 PLPPR2 LONRF1 DDX4 PPARGC1B B4GALT2 CUX1 ESRP2 TNRC6B APOLD1 KCNJ12 ZNF362 PCDH7 TBX15 KCNJ18 IL1B MIR5687 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5687 BTBD3 GZF1 SIM2 AXL PDCD6 FOXO1 C1GALT1C1 CAPZA1 CTNND2 PDE7A HRNR MORF4L2 RRAGC SP2 WASHC5 SP8 MCM9 GOLM2 CYP3A43 HTR4 MIR517A_3P_MIR517B_3P_MIR517C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR517A_3P_MIR517B_3P_MIR517C_3P TMCC1 DBN1 SMIM14 NFIA ZNF521 PTK2B TNIP1 HERPUD2 VSTM2B CLIC4 FOXJ3 CBLN2 NFIC SHANK1 HOXA5 NFIB DGKH CCDC89 PHF13 MIR10396B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10396B_5P ACSL3 MIA2 DPP9 HOXC10 FKBP8 TNFRSF8 TGFB1 NFIX SIRT6 SCRT1 DUOXA2 NRARP STPG1 MDGA1 SLC29A3 ABO AP5Z1 ESPN STK11 MIR4790_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4790_5P BEGAIN ELAVL3 VCP RAB3A ZNF430 SMPDL3A NCOR2 TMEM97 FMR1 CCDC198 PSMG3 BANK1 LRRN3 ULK1 CBLIF DENND1B MIR4697_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4697_5P RLBP1 EFNB1 NFIC CARMIL1 NFIX IGF2 SCRT1 IQSEC2 NRG1 NAT8L FOXP4 RHOG HPD MDGA1 MELTF WNT1 SLC8A2 ADGRL1 PDGFB MIR4512 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4512 NR2F2 MACIR H2AJ SOGA3 PTPRD GCC1 UFM1 MKNK1 SNRPB TMEM255A CWC22 KIAA0408 USP2 CAMKV MDGA2 ZNF521 ZNF584 H2AX SNRNP48 CNBP SRPK1 GNG2 MIR663A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR663A ACSL3 MIA2 DPP9 HOXC10 FKBP8 TNFRSF8 EEF1A2 TGFB1 NFIX SCRT1 DUOXA2 STPG1 MDGA1 SLC29A3 ABO AP5Z1 ESPN MIR4640_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4640_3P ZNF217 EEF1AKMT3 PDE4B SIMC1 DNAJC16 SGIP1 ZBTB34 AAGAB FOXO4 PDCD4 MITF CSMD1 PAGR1 LRRIQ1 MBD6 MGAT4A MIR564 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR564 SIK3 AIPL1 CNBP MPI TBC1D2B DCANP1 PLXNA4 NRGN ZIC3 CMIP DAGLA SKI FAM53B ZIC2 CERS1 MIR548AO_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AO_3P ACACA CSRNP1 SH3GLB1 ELK4 MYCBP DYRK1A XRCC5 KCNN3 XPR1 MAFA YBX1 HOXD10 SIGLEC14 ZNF521 DNAL4 OXR1 EYA4 PTCHD1 CLEC12B MFSD14A MIR3651 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3651 GABRG2 ABITRAM FBXW8 TCEA1 RFX4 CACNA1B SEC63 HEY1 PTPRQ ITSN2 PMAIP1 TMPRSS12 USP13 IP6K3 CCDC144A PHTF2 FRMD3 USP32 ATP6AP2 ANKRD18A MIR339_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR339_3P NR3C1 TUBB PNKD CCDC77 USP25 ADAMTS14 MIR604 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR604 CAMK2G SCN8A GPN1 GATD3A KRTCAP3 GRID2 SEPTIN3 STIMATE NAV1 IGSF10 SS18 SEC14L1 ALCAM SLC7A1 CPT1A PLCH2 MIR1908_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1908_5P ACSL3 MIA2 DPP9 HOXC10 FKBP8 TNFRSF8 TGFB1 NFIX SCRT1 DUOXA2 STPG1 MDGA1 SLC29A3 ABO AP5Z1 ESPN MIR1281 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1281 ERO1A GHRL RORA PPIF PDXP TRDMT1 C22orf34 SLC49A3 GCLM CCDC142 CXorf66 LDB2 EPO MIR3678_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3678_5P BRSK1 ELAVL1 NSFL1C TPCN1 ITGAV DGKH RHBDF2 MTSS2 AKT2 PCDHB13 TMEM14B LIG4 EGLN3 COL5A1 MIR4462 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4462 OSBPL5 EEF1AKMT4-ECE2 RANBP9 TRIM37 ATP2A1 RSPRY1 ECE2 PDCD2 MAGI1 ZNF597 CCT2 BBOF1 DLG5 DTX1 AIDA MIR598_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR598_5P LMAN2L PLCXD1 GRIA1 EBF1 KRT80 MIR6889_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6889_5P MTSS2 ARHGDIA PCSK6 ATP2B4 NAB1 COL9A2 EPHB4 CORO1B CXCL12 ACBD4 CELSR2 EFHD2 PLGLB1 MIR6769A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6769A_3P AMPD3 GPR107 SH3BP4 PKP1 ITPRIPL2 ZNF706 CBLL1 BCCIP PHF14 GRIPAP1 RDH12 FAM104A EREG NRIP3 TAB2 KCTD4 ARGLU1 CSNK1G2 ARHGAP35 MIR139_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR139_3P LMO2 RPL22 NOX4 ADGRA1 ANXA2R ELK1 FN3K MIER2 PLD5 UBE2G1 PLCH1 RAB8B CCDC71L PCLAF CTU1 C1QL4 MIR1237_5P_MIR4488 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1237_5P_MIR4488 RLBP1 EFNB1 NFIC CARMIL1 NFIX IGF2 SCRT1 IQSEC2 NAT8L FOXP4 HPD MDGA1 MELTF WNT1 SLC8A2 ADGRL1 PDGFB MIR8088 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8088 CXXC5 DOCK7 DMTF1 G6PC ANKRD1 PBOV1 NOX1 MIR524_3P_MIR525_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR524_3P_MIR525_3P EBF1 KCNA5 EDC3 ZFPM2 ACTB SEPTIN4 SH3BGR SIRT3 SACM1L BICC1 CSDE1 KPNB1 GET1-SH3BGR MIR6863 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6863 DMD SEC22A SPDYE5 ZNF497 SH3BP5 TTC31 SPDYE6 SPDYE1 GRK1 AVL9 MIR4536_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4536_3P IRF2BPL TOGARAM1 OLFM3 NUP42 LRRTM3 DBN1 ARCN1 HS3ST3A1 NFIA TMEM150C PHF13 MARCHF9 IGLON5 NR4A3 VSTM2B FOXJ3 LEMD3 CBLN2 ERC2 SRSF1 DGKH ZNF521 MIR4707_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4707_5P TGIF1 COPS7B GM2A CCDC47 CWC25 ZG16 API5 FSTL3 ACOT11 MIR210_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR210_3P IGF2 AIFM3 ISCU RUNX3 FGFRL1 KMT2D BDNF DENND6A GALR2 SHISAL2B NDUFA4 MID1IP1 MIR6506_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6506_3P FYB1 ZSCAN31 ZNF615 ERLIN1 DLL1 UBE2G1 MIR2277_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR2277_3P TRIM38 NUPR2 CDKN1A CDC37L1 NRSN1 UBR5 DHX40 CGNL1 NTNG1 FKBP1B TMEM65 SRSF8 TLCD4 IGLON5 SRSF2 CTBP1 CCR2 MIR1292_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1292_5P MANEAL APBB1IP SMARCA1 ITGA11 MICAL1 RPS3A NFKBID SRSF6 METTL7B HSD17B8 ADAMTS18 DST IRF1 MTOR LRRC69 PRDM15 RPS6KA5 MIR933 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR933 BDNF TACSTD2 RBSN F7 MAP4K4 MEF2A MIR181C_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR181C_3P CADM2 UBE2E2 ZFHX4 FAM122B IRS1 PARD3 ZFP14 CD69 SRP19 G3BP2 NHEJ1 STK24 MIR4730 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4730 PAX5 KCNMB2 TSPEAR RECK YTHDC1 GAREM2 FAM219A MIR4281 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4281 PPP4R3A CTTNBP2 DUSP1 DLST TGFBR3L RBBP4 PRRX1 SMIM21 BCL3 GRM5 FAM172A VAPB TRAIP CDK5R2 MYH9 PTBP2 AZIN1 TGIF2 TK2 TFAP2A TRIQK MIR1470 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1470 BRD2 SRP19 SRGAP3 RNF222 ABI3 ZBTB34 NAT8L SOX11 PEG10 SUPT4H1 EMP1 GPR61 TM7SF3 ZNF728 MIR598_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR598_3P JPH1 MSRB3 PPFIBP1 PAX3 TUBB6 EIF5B LIN28A NTN1 QRSL1 SLC6A13 MIR4787_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4787_5P PDLIM5 SPTSSA ZNF385A LRRC3B CEMIP2 INF2 ARID2 MIR8074 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8074 ROCK2 RMDN1 SOCS6 NRBF2 EVI5 RORA RUNX2 FOXO1 UBQLN1 ZBTB34 ADO CORO2B NRP2 MAN1A1 SEPTIN7 THBS3 DCUN1D4 KDM7A MIR128_1_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR128_1_5P TBC1D25 RHOA IQSEC3 TMEM86B TMED7-TICAM2 CBFA2T3 IQSEC2 CDH15 EFNB3 DUSP8 NRM GNG13 SUGP2 SDK1 MIR548AL http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR548AL EIF4E3 GPATCH2L EPHA4 RNF43 MIER3 NSD2 FEM1A CENPBD1 ZNF292 EIF4G2 PPP3CA ATRNL1 MIR6795_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6795_3P ACSL6 POLDIP3 IPO7 TET3 AOC3 CXXC4 FAM241B MAST3 PEDS1-UBE2V1 CNGB3 B4GALT2 UBE2V1 SPTBN4 SOX9 MIR6765_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6765_5P CAPRIN2 ENTPD1 RAB39A CALM2 CDH13 RPS10-NUDT3 NUDT3 MIR3960_MIR8072 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3960_MIR8072 WWP2 PCDHA2 PCDHA13 PCDHA9 PCDHA5 PCDHA10 PCDHA3 PCDHA7 SLC9A3 PCDHAC1 PCDHA6 PCDHA1 POU3F3 PCDHA8 PCDHA4 PCDHA12 PCDHAC2 PCDHA11 MIR100_5P_MIR99A_5P_MIR99B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR100_5P_MIR99A_5P_MIR99B_5P ETFDH RAVER2 BAZ2A CTDSPL HS3ST2 SMARCA5 ATP11C FZD8 NR6A1 KBTBD8 PCSK9 ZZEF1 FGFR3 NOX4 TTC39A TRIB2 HS3ST3B1 MTOR MIR7112_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7112_5P SV2B YME1L1 RASSF7 CCDC152 ASB6 PRX AK7 MIR128_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR128_2_5P TBC1D25 RHOA IQSEC3 TMEM86B TMED7-TICAM2 CBFA2T3 IQSEC2 CDH15 DUSP8 NRM GNG13 SUGP2 SDK1 MIR4445_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4445_3P EIF4E3 GPATCH2L EPHA4 RNF43 MIER3 NSD2 CENPBD1 ZNF292 EIF4G2 PPP3CA ATRNL1 MIR4315 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4315 SGO1 VCP ZMYM3 PDCD10 TSEN2 CAVIN2 MIR136_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR136_3P MEPE VASN TAB2 TGFB2 SNTB2 SHROOM2 TOR1AIP2 SCP2D1 PHF21B MIR6854_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6854_3P GRIA1 SLC22A11 UNC5B PTPRG CHSY3 MORN5 FAM160B1 C14orf119 GDF6 FAM76B USP6NL MIR4497 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4497 NRN1 KCNA3 ARFRP1 METTL21A APPBP2 TRERF1 MED13L BOK MIR10396A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10396A_5P SURF4 HS6ST1 L3MBTL2 PELI3 AP5Z1 NFIX RGMA ROR2 IQSEC2 MIR6089 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6089 CPNE5 DIRAS1 SNX27 IFT81 ZEB2 CERS2 AGAP1 GEMIN4 ADGRA2 CDH13 ABTB2 TMEM120B SMARCA2 E2F2 PRSS22 ARFGEF1 MIR7108_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7108_3P ABHD8 GRIK4 SMG7 ISLR2 NTN1 EIF4G3 RGS3 KIAA1755 HSPB8 ZNF589 SLC45A4 RNF165 WNT3A MIR483_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR483_5P PLA2G5 CT62 RUSC1 STK40 HR IQCE ALCAM MIR6729_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6729_5P CLPTM1 DCLK1 RAB40C PPP2R5B GALNS MEX3C PDSS1 SH3GL1 GART AFDN MIR10399_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10399_3P CDC27 KCNK3 FAN1 MTA1 NFATC2 PTGES3L GABRP PECAM1 MIR7706 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7706 BLCAP ALAS2 TFAP2A ADO FOSB IQGAP1 ZNF468 ZBTB20 CSNK2A1 SPNS2 ANO8 MIR122_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR122_3P SRF POC1B MEF2C ZNF805 FBXO25 LRRC17 SMURF2 NUDT21 MIR6125 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6125 YTHDF2 SLC6A12 KIF6 TRIM41 USP35 MROH2A BCORL1 EIF4EBP1 KIAA0232 MIR6820_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6820_5P ERLIN2 TRIP10 WTAP TMEM145 CD34 KLK8 ADARB1 CNTN2 ASCC3 TCF7L2 PKD1 MIR4520_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4520_5P CD36 MLST8 FGFRL1 LRRFIP1 CREB3 KBTBD11 MIR4798_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4798_3P RAB28 TM6SF1 DNER QDPR TSHZ1 TFAM TASOR SEC11A ARID4A PLPPR4 ATP2A2 SPRTN MIR4442 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4442 KIAA0895 MTA2 GPR161 TMEM167B RBMS1 MIR1180_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1180_3P TRAPPC3 CPD ETS1 KANSL1 PNISR MKNK2 MIR4781_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4781_5P URM1 RAB27A STPG3 C15orf39 RARG ERO1B HOXB8 MIR3193 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3193 PRRC1 AIPL1 EML4 UBXN8 SPEN MUS81 SURF6 MIR371A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR371A_3P GSG1 AGO1 TOB1 ZNF213 PAFAH1B1 MAPK6 PHF1 PFN2 EXOC8 MIR6090 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6090 ADCY9 LMX1A CDK14 DDX6 ATL2 TNRC6B PIPOX DTX1 AP000251.1 DSE MIR95_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR95_3P IL1RAP RAI14 UBE4B EOLA1 MROH2A PURG MIR487B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR487B_3P ANP32E ZNF280D ALDH1A3 FAM83B CRYBA1 AGA NAAA GLCCI1 NRARP MIR433_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR433_5P TPO TGS1 NT5C3A ZFHX4 ARID2 SKI RPAP2 LET_7D_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7D_3P GSTK1 PARP11 PRKACB BEND2 SEC24D MEX3C SH3RF1 HMGA2 PTGIS MIR3912_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3912_3P DYNC1I2 SCYL2 PDSS2 ZNF804A SLC18A2 MIR4485_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4485_5P SLC6A20 RAP1B DCANP1 RAB1B CLN8 CDK9 NRF1 TMEM250 MIR4669 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4669 ZNRF2 FGFRL1 CYTH3 CREBZF OSBPL7 TCF19 CLIC1 FAIM2 SLF2 GIGYF2 TMEM63B MIR602 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR602 SPIRE1 ORMDL1 MTF2 TENM4 NOG ZNF396 HTT DNAJC3 MIR887_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR887_3P CNPY2 PLD2 CCPG1 CASK ATP2B2 TCTN3 MIR5739 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5739 CSNK1G3 PCYT1B TDRD1 DDN BCL9 APBA1 SORCS1 MIR553 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR553 PLAGL2 CTTNBP2 FAM168B GOLGA6C NR3C2 AMER2 GOLGA6B SCGB1C1 CUX2 EPRS1 ARID2 SLC40A1 GOLGA6D GOLGA6A MIR92B_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR92B_5P CRTC1 PPP2R2D RABGEF1 KNOP1 ID1 SLC7A5 AGO2 FN3K MIR11401 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR11401 TUT7 CXCR4 SRGAP1 MID1 UNC5D NEGR1 GPR137 ZBTB11 CNTNAP3 ADM MIR4746_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4746_5P TMCO1 SRSF8 SLC25A44 ELF4 KTI12 MAP3K7 NR2C2 SRF SCLY MIR6814_3P_MIR6872_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6814_3P_MIR6872_5P KAT6B IL31RA RANBP6 ZNF143 MYBPC1 TSN NLRP1 MIR184 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR184 GNB1 NUS1 FAM169B CAMK2B SETD9 EPB41L5 CES2 PLPP3 TNPO2 MIR10392_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10392_3P SYN2 GRAMD1A CISH PTPN14 IRAK1 LTB MIR8053 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR8053 CAPRIN1 RMDN1 DEDD TPST2 UBQLN1 GLRA2 MIR132_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR132_5P CRTC1 DYNC1LI2 IRX2 PCDH9 FSTL3 BTN3A2 SENP3 WIZ MIR6788_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6788_3P L1TD1 ARMC4 ZNF655 COL4A2-AS2 BAGE2 TIGD5 MIR147B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR147B_3P NDRG4 POLR3F BDNF NDUFA4 HOXA9 MID1IP1 MIR11400 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR11400 SPRYD3 NEURL2 EDEM3 UBAP2L SPAST CAD TMC4 TAF4 MIR1204 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1204 MYLK ADCYAP1 SLC25A23 PRDM12 SERPINB12 CFL2 MIR1268A_MIR1268B http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1268A_MIR1268B FCAR EGR4 HPD SLC8A2 CMIP EEPD1 STXBP1 MIR6853_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6853_5P SLC2A14 NLGN2 PPIL1 KRTAP5-10 FJX1 SLC2A3 FLT4 XKR6 MIR3615 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3615 NWD1 MAPRE2 HNMT S1PR1 KCTD12 ARRDC2 ACHE C14orf119 NBPF14 MIR5092 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5092 PPP3CB RELN TMEM131L AHDC1 TMEM151B UBE2Q2 DSEL FAM9B MIR10401_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10401_3P ZIC4 C11orf87 SYNM ARMH4 STIM1 CTSZ MCM3 MIR6886_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6886_5P PPP4R1 TP63 KLK4 TBC1D5 CFAP20 WNK1 DGKQ NKX2-5 MIR4804_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4804_5P CCDC180 GNB1 ADO NUS1 FAM169B NCOA2 SETD9 CES2 GBGT1 MIR6777_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6777_5P MTSS2 ARHGDIA PCSK6 EPHB4 CELSR2 EFHD2 PLGLB1 MIR1537_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1537_3P UACA GNAQ RAB14 AEBP2 UPF3A HSD17B12 SPC25 SPATA31C1 RPRM MIR551A_MIR551B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR551A_MIR551B_3P ERBB4 TMPRSS4 ADGRL1 ZFP36 CRB2 MIR10398_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10398_3P TEX35 TFAP2A RBM4 RBM14-RBM4 KLLN MIR4649_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4649_5P DCLK1 RSPO4 PPP2R5B GALNS MEX3C PDSS1 SH3GL1 GART MIR1539 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1539 TRIM6 GRHL3 DESI2 KCNMB4 SURF6 MIR1250_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1250_5P MARVELD3 HOXC6 NR1I2 GAREM2 CAMSAP1 DNAJC18 MANBA MIR518A_3P_MIR518B_MIR518C_3P_MIR518D_3P_MIR518F_3P_MIR526A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR518A_3P_MIR518B_MIR518C_3P_MIR518D_3P_MIR518F_3P_MIR526A_3P ZNF281 FBXO3 TSN ZNF282 ATXN7L3 TEAD3 NDUFA4 EGR1 MIR381_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR381_5P DDN CAP2 DOCK10 CTPS1 RALGAPB MTCH1 RASSF3 MIR4671_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4671_5P PRRC2C CAV3 IGFBP3 DCTN5 IDH3A CDK5R1 NOG KIR3DL1 MIR1973 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1973 IRF2BPL TBX15 SHC4 ZMYND8 MAFF TMEM80 MIR5705 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR5705 HORMAD2 NEK1 OLR1 PLA2G5 KIF5C MIR4740_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4740_3P STXBP4 SLC25A18 STYK1 AKT1 ALG2 CAMK2B LHX3 MIR6775_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6775_5P CASR IL2RG FGF23 ZRANB2 SSUH2 HASPIN MIR3197 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3197 TULP4 ARPC2 C19orf84 CLASP1 CDKN2D MIR3186_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3186_5P TKTL1 C5orf49 RNF149 DOCK5 NAXD MIR6774_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6774_3P AL008729.1 RASD1 STAU2 TRPC7 SLC6A19 VGLL3 MIR3683 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3683 FAHD2B SOCS2 FGF9 NMD3 HOXA1 MIR181A_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR181A_3P RGS3 BTC TNRC6C MAP3K5 SHQ1 NPAS4 AGK MIR4636 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4636 SCAF11 SLC14A1 GOLGA6C GOLGA6A METTL21A MIR7704 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR7704 ETS1 GNG3 EEF1A2 LEF1 COA8 SMURF1 MIR4321 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4321 TLCD3B STOX1 TRO DYRK1A ADGRL2 CXCL9 MIR3677_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3677_3P MS4A2 VGLL2 HAS3 HAUS6 SF3B6 MIR615_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR615_3P USP44 PSMD11 TOMM7 ZNF626 ITSN1 MEF2A MIR4681 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4681 CDC20B SNRPB RPP14 ZSCAN23 AP3D1 MIR6717_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6717_5P POLDIP3 RS1 FKBP7 NKD1 ADAMTS14 MIR3177_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR3177_3P ZNF282 FGFR2 PLXNA4 ATP1B3 HMBOX1 TOP2B LBX1 E2F3 MIR101_2_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR101_2_5P SART3 DNAJC21 PRKAA1 ASAP2 HERC5 SOX9 MIR196B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR196B_3P PPFIBP1 LRRC1 CDH7 ANGPTL3 MCTP2 UNC13A MIR4258 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4258 ATP2B2 ATAD5 METTL7A NEUROD2 SYS1 DHX38 MIR4537 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4537 MPV17L ZNF587 CA12 MDM4 PCMTD2 ANKRD16 MIR516A_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR516A_5P TMEM68 TNFSF8 RPRD2 PIK3R4 RASSF9 ADSL MIR1247_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1247_5P SHROOM2 MYCBP2 PEX10 ADORA3 FAM20C MIR4737 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4737 COMMD1 GABBR2 BTN3A1 DAZAP2 PDZD11 MIR105_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR105_3P RAD51B RANBP9 SERTAD2 MTPN DUSP13 MIR662 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR662 TRIP11 SLC41A2 ZNF418 TOMM40 C11orf71 MIR4444 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4444 E2F1 CSNK2A1 ANKRD55 XPO1 ACAD11 BCLAF3 MIR1273C http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1273C SNTB2 HAND1 MAPRE2 HLA-DQB1 FGF9 MTCP1 KRTAP4-6 MIR652_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR652_3P KCTD10 CSAG1 UGT2B4 TNRC6A ISL1 MIR1203 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR1203 TOMM40L MCTS1 GLI2 TMEM184C SOX12 MIR127_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR127_3P MTSS2 KIF3B SYN3 ATP1A2 BCCIP ACO2 MIR10396A_3P_MIR10396B_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR10396A_3P_MIR10396B_3P TAFA3 CERS1 YPEL2 CLOCK ZNF319 MIR6746_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6746_5P CYB561D1 RITA1 NUMA1 TMEM120B MICAL3 MIR25_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR25_5P ARHGEF5 CYP17A1 AFF1 CEP162 C5orf15 SP8 LET_7E_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7E_3P GTF3C4 TMEM163 SLC2A13 TUT7 ZNF503 MIR6770_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6770_3P IQSEC2 STK36 SPIN1 JPH4 FAM219A MIR9899 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR9899 GALNT9 WDR90 C15orf56 ST18 RALGAPB NCK2 MIR412_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR412_5P PCDH10 XPO1 TENM3 PNMA1 ARHGEF2 MIR451A http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR451A OSR1 CDKN2D TRGC1 PSMB8 CUX2 ST8SIA4 CXCL16 MIR574_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR574_3P USP45 CCDC39 ADAM28 RXRA TMPRSS11D MIR4749_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4749_5P PITPNM2 LRATD1 F2R CWC27 ARL15 MIR6741_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6741_3P UBQLN1 FOXF1 MKX MAB21L1 KCNB1 MIR4638_5P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4638_5P FFAR4 ZXDC USP49 EPHA8 SLC44A5 MIR6790_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR6790_3P ATP8A2 APLN MRFAP1 ATP6V0E1 SMG1 MIR4440 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIR4440 APOD GSK3B CLDN8 ZNF830 RP1 LET_7I_3P http://www.gsea-msigdb.org/gsea/msigdb/cards/LET_7I_3P DLX5 ADHFE1 ATP2A2 DICER1 CAMK2N1 AGCACTT_MIR93_MIR302A_MIR302B_MIR302C_MIR302D_MIR372_MIR373_MIR520E_MIR520A_MIR526B_MIR520B_MIR520C_MIR520D http://www.gsea-msigdb.org/gsea/msigdb/cards/AGCACTT_MIR93_MIR302A_MIR302B_MIR302C_MIR302D_MIR372_MIR373_MIR520E_MIR520A_MIR526B_MIR520B_MIR520C_MIR520D UBFD1 MEF2C FAM117A PLEKHM1 ZFP91 ATP2B2 APP CDCA7 KANSL1 LUC7L2 MTERF4 ADAM9 OXR1 PAN3 UBE2J1 MECP2 SIPA1L3 RIC8B BCL2L11 PRDM8 KIAA1522 PRDM4 NELFE MNT MAPK9 NEK9 ZNF385A UBR3 KMT5B CRTC2 RAD23B RAB7A TBC1D8B TAL1 PFN2 ZDHHC9 KBTBD8 LHX6 LHX8 OLFM3 HNRNPH3 POLQ IQSEC2 PLAGL2 SPOP PLAG1 AEBP2 OSBPL5 KIF3B KMT2A TAOK2 OSBPL8 KLF12 KLF13 MAML1 CELF2 ZBTB41 SMAD2 AGFG2 EPHA2 CAMK2N1 MIER3 FAM13C RNF6 RABEP1 DMTF1 TRPS1 PARP8 MCCD1 JAZF1 DHX40 DCAF6 ZNFX1 PCDHA6 TSHZ3 PCDHA7 HLF PCDHA8 PCDHA9 C16orf72 PCDHA2 PCDHA3 PCDHA4 PCDHA5 LCOR PCDHA1 TLCD3A LATS2 MMP24 EDNRB SEC62 WDR37 RAB6A TRPV6 KCNMA1 CCNJ ARHGEF18 ARHGEF17 TLE4 JPT1 RBBP7 ARHGEF10 MYCN INHBB CCND1 ZDHHC17 SENP1 ZNF362 CCND2 GNB5 ORMDL3 ZBTB6 MAP3K14 RAPGEFL1 RAB11FIP1 WDR45 MAP3K11 ZMYND11 PPP6C YWHAZ RABGAP1 ZBTB11 ZBTB9 YPEL2 MKNK2 TMUB2 NEO1 ZNF654 INO80 TENT5C NUFIP2 ZBTB47 PGBD5 SUGP1 MTMR3 ZFP36L2 RB1CC1 BCL11A GATAD2B RAB11A ETV1 BCL6 CC2D1A MLLT6 TRIP11 BRMS1L MARCHF8 FEM1C RPS6KA5 RPS6KA3 PAPOLA DUSP2 RPS6KA1 C2CD2 RAB22A RASSF2 ZBTB4 NEUROD1 USP46 MPC1 PBX3 NEUROD6 BAMBI USP42 TOB2 TP53INP2 VLDLR TP53INP1 TUSC2 SPRTN MKRN1 SIK1 PLXNA1 LMO3 LYPD6 CNOT6 KLHL3 CERS6 RGL1 INTS6 SLC2A4 ANK2 TARDBP VEGFA KMT2C SAR1B FNDC3A ANKRD54 FNDC3B GABPB2 SS18L1 MTUS1 SCRT2 RBL1 GRHL2 YTHDF3 WEE1 TNKS2 ZNF2 DCUN1D1 ANKRD13C SLITRK3 TRIM36 TNFAIP1 ZNF436 FBXO11 CAMTA1 DERL2 DRD1 TFAP4 MCL1 GIGYF1 TET1 TWF1 ST8SIA2 SUCO ABCA1 RRAGD DAZAP2 RSRC2 ANAPC16 PCDHAC2 NR2C2 PCDHAC1 MYRF MED12L ITGB8 RETREG3 MAP11 PCDHA10 PCDHA11 SSX2IP ZNF800 PCDHA12 MFAP3L RUNX1 PCDHA13 FGD5 ASF1B ATF6B RAB6C ASF1A DNAJA2 CLIP4 EPAS1 MRPS25 SUV39H1 JRKL NR4A2 NTN4 ATAD2 AK2 TRIR NR4A3 UNKL PLEKHA3 HDAC4 PHF2 ULK1 CREBRF PHF6 CADM2 E2F5 ARID4A OPCML E2F7 ARID4B PRRX1 SNX21 ZKSCAN1 REEP3 IP6K1 PAK5 RHOC YOD1 IGF2BP1 ALX4 ANO6 COL23A1 FOXJ2 ESR1 LEF1 NCOA7 ZNF512B MINK1 MBNL2 ECT2 UBE2B PURB PURA LEFTY1 SYNC MYT1L DNAJC27 JOSD1 SDC1 MANEAL KLHL18 ZFYVE26 BTG1 CFL2 FRMD4A UBE2W ZFPM2 NAPEPLD KPNA2 OTUD4 TIPARP BLOC1S5 PPP3R1 NFYA FAM219B UBE2R2 HIC2 RGMA DDHD1 NPAS3 PRRG1 CYP26B1 CDK19 EMSY CRIM1 BAHD1 TXNIP FOXL2 FLT1 PHLPP2 DPYSL5 CREB5 SLC22A23 UBE2Q2 VSX1 RALGDS RSBN1 ATXN1 TOX SLC6A9 SYDE1 IRF2 KAT2B PRR16 CRK NFIB CTACCTC_LET7A_LET7B_LET7C_LET7D_LET7E_LET7F_MIR98_LET7G_LET7I http://www.gsea-msigdb.org/gsea/msigdb/cards/CTACCTC_LET7A_LET7B_LET7C_LET7D_LET7E_LET7F_MIR98_LET7G_LET7I MASP1 OSMR PALD1 CDH22 PLPP6 GNG5 PDPR ELP1 ZNF644 MECP2 C14orf28 PTPRU ERGIC1 NME6 NME4 ADAMTS8 CLP1 MAPK6 NAA30 TRAPPC1 ADAMTS5 PLCXD3 EXOC3L1 AHCTF1 BCL2L1 NPHP3 ADRB3 DCAF15 IQSEC2 DHX57 MGAT4A DVL3 CYP46A1 TGFBR1 CLUH AAK1 STIMATE INTS2 GAS7 PCDH19 COL14A1 CACFD1 PARP6 HSPA14 BACH1 DPP3 OPRM1 LTN1 SLC20A1 ELF4 EZH2 NAP1L1 LRRC17 EPRS1 DDI2 AP1S1 WDR37 FBXL12 CD200R1 NKAPD1 FAM118A KIAA0930 ZNF282 CERCAM CACNG4 ARHGEF15 PLEKHH1 MXD1 GNAL BRWD1 ZNF362 PYY2 ZNF740 NKD1 UFL1 FAM214B DDX19A PLEKHG6 DDX19B USP38 LIMD2 ACSL6 USP32 TMPRSS2 SLC8A2 LMX1A RICTOR FNIP1 CEMIP2 BEGAIN DOT1L NRAS MEF2D RPS6KA3 SPINDOC ZBTB5 CTNS ZNF583 IL13 USP32P2 ELOVL4 UNC5A RALB FNDC3A SCRT2 IRS2 GOLT1B IGDCC3 TMEM121B MIB1 DCUN1D2 COL1A2 GABBR2 RFX6 COL1A1 EDA DCUN1D3 LRIG1 LRIG2 LRIG3 MEIS3 PCYT1B CPA4 SMAP2 ABCB9 SYT11 ARID3B MYO1F NIPA1 TEAD3 DOCK3 IKBKE PUDP TSC1 SMARCC1 DYRK1A ZNF318 RBM38 E2F5 NDST2 E2F6 ACER2 C15orf39 CDIN1 RSPO2 RASL10B SLC35D2 YOD1 ZCCHC3 GAN DDN HMGA2 HMGA1 PGM2L1 EDEM3 ADRB2 NCOA1 HOXC11 NCOA3 ZFYVE26 C5orf51 CPSF4 DPF2 GALNT1 NUP98 SNX16 RDX HIC2 TMED5 FIGN MYCBP DCX SCN5A CHD4 CEP120 CBL KATNBL1 TSPAN18 COL5A2 CDC25A RDH10 SCN4B GGA3 GDF6 SYT7 ATP2B1 ATP2B3 CRY2 SFSWAP LIN28A KCTD21 PLD3 GPR137 RPUSD2 RPUSD3 VANGL2 IGDCC4 HTR4 ABCC10 FAM104A CCR7 DCLRE1B UHRF2 RAB15 PRDM2 BIN3 CDV3 TAF9B RAB40C COIL STX17 DMD TBKBP1 PLAGL2 MDFI OSBPL3 KLF9 SCD SLAMF6 KLHDC8B RNF7 ATP2A2 RNF5 SLC16A14 CPEB2 RASL10A TIMM17B ZBTB39 TTLL4 EFHD2 GOLGA7 SEMA3F CCNJ ZNF354A CCNF ARRDC4 RAB11FIP4 ANKRD28 SEMA4G SEMA4F MED8 SLC26A9 SEMA4C SGCD PLA2G3 RRP1B PRPF38B ADAM15 USP6 TRIM71 BLOC1S6 NRARP COL3A1 CLDN12 NXT2 STK40 GNPTAB SPRYD4 SPATA2 KIF21B STX3 NLK TBX5 DLGAP4 XKR8 FZD4 STAT3 POLR3D SOWAHA DKK3 SNAI3 ANKRD49 APBB3 PBX3 PBX2 ABCC5 TOB2 TUSC2 SLC6A1 PDGFB AMMECR1L PRTG FGF11 CBX2 HOXD1 TTL WNT1 KMT2E SLC25A24 PAPPA SLC25A27 SLC4A4 GCNT4 SCUBE3 SOCS1 PLA2G15 TRIM41 SOCS4 MAP4K3 MAP4K4 IGSF1 RIOK3 AKAP6 CPD COL24A1 MIEF1 ANKFY1 RNF20 ZC3H3 FRAS1 CGNL1 SSH1 NSMCE2 DIAPH2 ITGB3 LIN28B HOXA1 PPP1R16B LINGO1 TRIM67 B3GNT6 GALE CLASP2 PLXND1 NOVA1 CYP19A1 PARD6B SLF2 ULK2 KCTD17 TRABD LRATD2 PHF8 CHRD SLC25A18 PRRX1 C8orf58 FASLG CBFA2T3 LGR4 ACVR1C BZW2 NHLRC3 BZW1 ACVR1B PCGF3 ARHGAP20 ZNF280B MGLL KLK10 PAK1 RANBP2 IGF2BP1 IGF2BP2 IGF2BP3 PIGA SIGMAR1 EGR3 SOX13 GALNT15 ARHGAP28 ZNF512B LCORL EIF4G2 KLHL13 ZNF710 NAPEPLD PNKD PPP1R15B SMARCAD1 CPM PPP1R12B ARPP19 RNFT1 SNN TNFRSF1B ERCC6 HAND1 RASGRP1 ETNK2 CCDC71L DAGLA DLST DTX2 NFASC RGS16 RUFY3 LSM11 SLC5A6 SP8 GCACTTT_MIR175P_MIR20A_MIR106A_MIR106B_MIR20B_MIR519D http://www.gsea-msigdb.org/gsea/msigdb/cards/GCACTTT_MIR175P_MIR20A_MIR106A_MIR106B_MIR20B_MIR519D TGOLN2 AJUBA SLC2A4RG PLEKHM1 CCSER2 APP MAP3K5 MAP3K9 PHTF2 MAP3K8 PLS1 BHLHE41 ADAM9 KIF5A MECP2 UBE2J1 ZHX2 BTBD7 SIPA1L3 C14orf28 RSRP1 PTPRO MARK4 BCL2L11 CTDSPL2 KIAA1522 ZNF236 ZBTB18 NAA30 PPP6R2 F3 PPP6R3 MAPK4 MAPK9 DCBLD2 AHCTF1 BCL2L2 NAGK TBC1D8B TMEM50B PFN2 SH3PXD2A IL25 ZDHHC9 KBTBD8 NPLOC4 KIF3B LAPTM4A TAOK2 KLF12 TGFBR2 KLF11 URI1 AGFG2 SFMBT1 CAMK2N2 CAMK2N1 ZNF217 TRPS1 BTBD10 MAP7 SOBP ZNFX1 TSHZ3 HLF LDLR TSG101 ZNF532 EZH1 NBEA RTN2 MMP24 ST6GALNAC3 WDR37 ZNF148 KDM2A QKI TRPV6 MASTL SERTAD2 STX6 ARHGEF3 ZDHHC1 RAP2C ARHGEF18 TLE4 JPT1 ARHGEF10 SRPK1 MYCN ARHGEF11 SIKE1 CCND1 ZNF362 EREG BNIP2 CCND2 RRM2 SRGAP3 OGA GNB5 ZBTB6 ARL4C RAPGEFL1 RASD1 EIF5A2 CLOCK GRAMD1A CMPK1 CEP97 MIDN RABGAP1 TBC1D9 ZBTB9 SCML2 TMUB2 MKNK2 ZNF367 ABHD2 INO80 ZNF652 ZBTB47 MTMR3 NPAT PKD2 SLC4A7 PKD1 WAC PPP3CA TRIP10 ACSL4 FBXW11 TRIP11 BRMS1L USP32 CSRNP3 SPTY2D1 ZNF25 MARCHF8 RPS6KA5 FEM1C RPS6KA3 PKNOX1 DUSP2 RPS6KA1 BNC2 C2CD2 RAB22A RASSF2 ZBTB4 USP46 MAT2B DUSP8 DNM2 SIK1 STK38 LMO3 LYPD6 STYX TNFSF12 TSPAN9 CNOT7 CNOT6 RGL1 CNOT4 INTS6 SLC2A4 ANK2 USP32P2 S1PR1 SAR1B FBXO21 FNDC3A FNDC3B SCRT2 RBL2 RBL1 PKIA BICD2 GRHL2 YTHDF3 WEE1 ANKRD13C HIF1A GABBR2 PTGFRN DCUN1D3 XRN1 SLC40A1 TNFAIP1 NETO2 CAMTA1 FGD1 CAMTA2 HMGB3 PANX2 BMPR2 TET1 LRIG1 TWF1 PLEKHO2 ST8SIA2 ABCA1 TIMP2 CCNG2 NR2C2 RETREG3 SYAP1 PCDHA10 PCDHA11 PCYT1B ZNF800 PCDHA12 PCDHA13 FGD5 ASF1A CLIP4 EPAS1 MYO1D PPP1R21 FOXA1 JRKL NR4A2 NTN4 NEUROG1 NIPA1 NEUROG2 NR4A3 UNKL FURIN HDAC4 P2RX4 CDKN1A DNAJB9 TNFSF11 DYRK1A CREBRF MTLN DNAJB6 KIF23 E2F1 CAPN15 E2F3 E2F5 ARID4A DEDD PREX1 ARID4B RHOV SPRY4 IP6K1 SLC1A2 TRIM3 FRMD6 OSR1 AFG1L FAM117B RHOC YOD1 LIMK1 GAN RB1 TOPORS HMGA2 M6PR PURB PURA DNAJC27 NCOA3 ZFYVE26 FRMD4A ZFPM2 MAPRE1 MAPRE3 PPP2R2A OTUD4 TMEM168 ITPRID2 SNX16 EGLN3 RGMA SMOC2 CHD9 GID4 PRRG1 SMOC1 RNF128 PAFAH1B1 NEDD4L PAFAH1B2 CHD5 EHD3 WDFY3 COL4A3 FLT1 BMT2 CEP120 PHLPP2 DPYSL5 CREB5 DPYSL2 UBE2Q2 VSX1 RSBN1 RASL11B UBR5 TBL1X SPOPL MEX3D UBFD1 CENPO DYNC1LI2 AGO1 FAM117A LUZP1 ATP2B2 ZFP91 CRY2 GBF1 DDX11 GAB1 RAPGEF4 NUP35 OXR1 VANGL1 EFNB1 TANC1 WNK3 SGMS1 SRSF2 FBXL5 PDGFRA NEK9 HAS2 STC1 RAB10 KMT5B ENPP5 AKAP13 OCRL NABP1 PEX5L TMCC1 TAL1 FAM102A CD69 TCTEX1D1 LHX6 OLFM3 POLQ LHX8 FCHO2 CDC37L1 FAM126B PLAGL2 PLAG1 SASH1 OSBPL5 AKTIP KLF9 SMAD7 SMAD6 SMAD5 ZBTB41 SKI CELSR2 DDX5 EIF4H FAM13C EPHA5 TNKS1BP1 EPHA4 EPHA7 RNF6 RABEP1 DMTF1 TMEM131L JAZF1 FJX1 GOSR1 PCDHA6 NRP2 CCNT2 PPARA PCDHA7 PCDHA8 PCDHA9 ZFAND4 RAB5B C16orf72 PCDHA2 PCDHA3 PCDHA4 FASTK PCDHA5 KCNJ10 PCDHA1 TLCD3A PTEN DIP2A DNAJC16 SLC24A4 SMC4 ZFYVE9 KCNMA1 CCNJ LPGAT1 DENND10P1 DENND10 RBBP7 LDLRAP1 SENP1 ANKRD28 SEMA4G GRM7 SEMA4B RETREG2 ORMDL3 MAP3K14 RAB11FIP1 MAP3K12 SERP1 MAP3K11 USP6 PPP6C YPEL4 USP3 YPEL2 IKZF4 CIC TENT5C PGBD5 EFCAB14 SET SQSTM1 RB1CC1 BCL11B FAT2 ETV1 GATAD2B HBP1 CC2D1A TBX3 DLGAP2 DCAF8 AFF4 ATP1A2 STAT3 PAPOLA RAB30 PBX3 BAMBI APBB2 NHLH1 TP53INP2 TP53INP1 VLDLR MORF4L1 MKRN1 TUSC2 C6orf120 ANKRD9 THRA PLXNA1 RASGEF1A CERS6 ANKRD50 VEGFA ITCH KMT2C KMT2D GABPB2 SS18L1 CA10 CSNK1G1 SOCS6 TNKS2 PTHLH TRIM36 NDEL1 SLITRK3 TMEM127 FNBP1L EFL1 PAF1 ANKFY1 VPS26A DERL2 MCL1 GIGYF1 SSH2 SOX4 SUCO ELK3 DAZAP2 RSRC2 PCDHAC2 MED12L PCDHAC1 ITGB8 MAP11 SSX2IP MFAP3L SLC30A3 RUNX1 CACUL1 PARD6B PTPN3 LIMA1 PTPN4 SACS ATAD2 PLEKHA3 PHF1 ULK1 HABP4 ATL3 ATG16L1 CADM2 PHF6 SORL1 PRRX1 SNX21 REEP3 TMEM64 ARHGAP12 PAK5 ARHGAP1 KCNQ2 ALX4 IGF2BP1 PLCB1 ANO6 KLHL20 AKT3 EGR2 FOXJ2 MINK1 ZNF512B FOXJ3 EIF4G2 MYT1L MIER2 JOSD1 PRR15 PSD CFL2 BTG3 UBE2W KIAA0513 NAPEPLD KPNA3 NKIRAS1 KPNA2 TNFRSF21 CALD1 NANOS1 PPP3R1 UBE3C HECA DDHD1 ZNF704 NPAS2 NPAS3 CEP57 MAP3K3 MAP3K2 CYP26B1 NFAT5 SYBU ATG2A TNRC6B YES1 TNRC6A CRIM1 PIK3R1 EMSY BAHD1 TXNIP ZBTB7A FOXL2 L3MBTL3 SLC22A23 SINHCAF ATXN1 SH3BP5 SLC17A7 NBL1 SLC6A9 IRF1 SUMF1 ARHGAP35 KAT2B PRR16 SP8 CRK TGCTGCT_MIR15A_MIR16_MIR15B_MIR195_MIR424_MIR497 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCTGCT_MIR15A_MIR16_MIR15B_MIR195_MIR424_MIR497 GPATCH8 SLC9A6 PPP2R5C ADGRL2 CUL2 APP MAP3K4 TLK1 OGT CAB39 CDCA4 HIGD1A BHLHE41 TBPL1 ADGRL1 PDPR KIF5B KIF5A ZHX1 DEF8 SIPA1L2 UBE2J1 ZHX3 ZBTB46 BACE2 PPP6R3 MAPK3 MAPK1IP1L BACE1 TGIF2 FCHSD1 ARL8B CHORDC1 ADAMTS5 UBR3 SH3GL2 DCBLD2 RAD23B GNAI3 MIPOL1 CACNB1 BCL2L2 KCNJ2 GPN1 ACSBG1 CDC42EP2 KBTBD2 CLASRP SYPL1 KBTBD4 GORASP2 SRSF11 DHX57 ZNF622 MGAT4A ESRRA MAP2K1 MAP2K3 ESRRG ACACA CLUH PCDH17 BFAR SYNE1 ZBTB44 DCAF7 TGFBR3 MAP4 MAP7 SMURF1 CHRNE TLL1 SOBP BACH2 KCNAB1 ZNF532 EZH1 SYNJ1 EIF3A PDIA6 PHF20 STOX2 LATS2 CCNE1 DLEU7 QKI ARFGAP2 MYB USP15 FGF2 CCDC28A USP14 GHR RAP2C ARHGEF5 TLE4 ARHGEF9 PLEKHH1 ZSWIM3 SRPK1 ELMO2 CARD10 TCAIM WDR47 ZNF362 TAF15 CCND2 ZKSCAN2 C1QL3 G0S2 DOLPP1 USP25 GREB1L CLOCK ZBTB9 GPR63 INPP5J EPB41L4B AK4 PID1 ACSL1 SNRK PPP3CB CSDE1 SLC4A7 ARMCX2 TRIP10 ACSL4 PHLDA3 SYNRG MTMR4 CAPN6 PDK4 PPP1R11 RICTOR CAPN3 FSD1 RASSF5 RPS6KA3 DUSP3 PHF19 JADE2 HSPA4L LRP6 DCAF5 SELENOI DSEL HTR2C WNT7A USP42 STK33 MTSS1 ENAH BTRC CAPZA2 TSPAN5 RBM6 TBP IL17RE ZIC1 MOB3B ERC2 SMARCD2 ANK2 LRRC55 ASPH KMT2A RET PI4KB SPTLC1 CHAC1 PSD3 PISD ARID1A DLL1 SIX4 TMEM121B WEE1 CCDC6 MIB1 OTOGL ANKRD13B VAMP8 DLL4 RNF138 TFAP2A TFAP2D RELN PIEZO1 VAMP1 EDA DCUN1D4 DRD1 SNX33 LITAF CPSF7 ADAMTSL3 GLUD2 GLUD1 MRAS UBE2V1 LRIG1 LRIG2 CX3CL1 SESN1 FBXW7 DDX3X DDX3Y PCDHA10 PCDHA11 PCDHA12 STK19 NSG1 PCDHA13 ARHGDIA B4GALT1 DHDDS TAF5 SYNDIG1 GRIN1 SPRYD3 ARMC5 NR4A3 VAV2 WIPI2 DMTN FURIN SLC7A2 OTUB1 CREBRF SLC13A3 KIF23 ACOX1 E2F3 TMEM74B E2F7 DEDD UBXN10 GABBR1 PEX5 ZKSCAN1 AMMECR1 EXOC3L2 SPRY4 RNF144B CDC42 TRIM2 CCN4 RNF217 KRTAP11-1 RSPO3 RTF1 SNTB2 LRRFIP2 YOD1 RTL3 APLN NXPH1 ARL2 ZCCHC3 PPP2R1A TBL1XR1 ZCCHC2 MAMSTR OTX1 STXBP1 PCDH9 VAMP7 STXBP3 HMGA1 PURB VAT1 TRPM2 PURA C1orf21 PPM1D ADRB2 KIF1B PPM1E HOXC11 IGF2R CLDN2 MAPRE1 CARM1 UBAP1 OTUD4 ADAMTS18 YTHDC1 SNX16 PPM1A EGLN2 WBP11 GRAMD2B TPPP3 RNF125 TSC22D3 TSPYL2 ABHD13 PAFAH1B1 CHD5 NFATC3 COBLL1 WDTC1 SLC12A2 NF2 PHLPP2 MICU1 RAF1 DACH1 UBE2Q1 TAB3 RSBN1 CDC25A PIP4P2 BORCS6 FZD10 SH3BGRL2 SCN4B CRACR2B GGA3 RNF111 UBFD1 RAD51C SLC36A1 DYNC1LI2 AGO1 CDX2 PDLIM5 PITPNA ATP1B4 HIRA SYT8 LUZP1 SIDT1 ATP2B2 BDNF SRSF5 PSKH1 WWP1 COL12A1 RARB RECK BCR HTR4 PIM1 VPS9D1 NAV1 PRDM4 SERBP1 HAS2 LAMC1 PIAS1 RAB10 AGO4 CDV3 CDK5R1 IRF2BPL PTCH1 ELL MMD CHEK1 AKAP11 STRADB ANGEL1 TMCC1 SFXN5 CAMKV NUP50 ADGRB1 HOXA10 IL1RAPL1 TRAM1 CDC37L1 ETFRF1 PLAG1 SMAD7 WAPL SMAD5 RYBP SMAD3 ABCG4 EPHA1 EPHA7 CNIH2 SEMA6D DMTF1 SMYD5 SUPT16H MTFR1L CLCN5 FAM91A1 NRP2 PCDHA6 CCNT2 COPS2 PCDHA7 PCDHA8 PCDHA9 C16orf72 PCDHA2 CPEB2 CPEB3 PCDHA3 PCDHA4 PCDHA5 ZBTB39 HELZ PCDHA1 CDS2 BAG5 ACTR2 SEH1L GSKIP SEMA3D GOLGA1 SOWAHC DYNC1I1 STX1A GSE1 FAM133B RAB4B SPEN CD164 RBBP6 MBD1 PDIK1L RAB11FIP2 NCS1 GRM7 SGCD RETREG2 SIAH1 PRPF38A PPP6C ZBTB10 KLC4 KLC2 SUMO3 PHIP LY6E BCL2 KDSR GATAD2A PEX13 CC2D1B BCL9L PCMT1 KIF21A CDK17 BAZ2A CD28 POLR3F SGK1 LRRN3 NLGN1 AFF4 SPSB4 PEDS1-UBE2V1 ITPR1 YWHAH KREMEN2 AP2A1 YWHAQ TUBA1A SETD3 PBX3 ABCC5 CALM1 CASR SEPTIN2 PLXNA2 MYLK4 WNT3A LMAN2L SLC6A4 RASGEF1B CBX4 KRTAP4-4 HOXC8 ARL10 PAPPA PYM1 VEGFA SPRED1 SLC4A4 TMEM135 CASKIN1 SATB2 CSNK1G1 LRP1B PLA2G15 SOCS6 DCLK1 LYPLA2 ADCY10P1 CHPT1 NEBL PTHLH SLITRK1 ZMYM2 LYST CADM1 SLC25A35 CPD COL24A1 KALRN CASZ1 TFAP4 HDGF COPS7A COPS7B SUCO PCDHAC2 PCDHAC1 HOXA3 AXIN2 CACUL1 PTPN3 ZMYM6 BMX KCTD1 ITGA2 ATF7IP2 EIF4B KCTD8 NEXMIF CERS1 SPTBN2 CHRD OMG MYLK VSIR PLEKHA1 PNPLA6 C12orf76 C8orf58 CBFA2T3 PDCD4 ARHGAP12 PAK5 PCGF5 ARHGAP20 ARHGAP5 PCBP4 ACTR1A CAMSAP1 RANBP3 ZYX LTB AKT3 GK5 SIGMAR1 RUNX1T1 MINK1 RASL12 FERMT2 MYT1L ACVR2A EYA1 KLHL18 CRKL BTG2 ARCN1 PSME3 KPNA4 AVL9 MOB4 AHCYL2 SCARF1 POM121 N4BP1 ARPP21 MAP3K3 FAM81A TMEM33 ZC3H12B BCAP29 TMEM87B TMEM87A POU3F2 ZNF609 CNN1 TNRC6B PLPP1 PHF20L1 PIK3R1 CRIM1 ZFC3H1 ANO3 MED26 MSH5 UBE4B FRMPD1 ATG14 SCOC ISOC1 SINHCAF KCNN4 RNF43 ATXN2 SON SYDE1 TMEM255A TGTTTAC_MIR30A5P_MIR30C_MIR30D_MIR30B_MIR30E5P http://www.gsea-msigdb.org/gsea/msigdb/cards/TGTTTAC_MIR30A5P_MIR30C_MIR30D_MIR30B_MIR30E5P SLC9A8 JAKMIP2 SCN3A VKORC1L1 ITSN1 AMOTL2 ANAPC1P2 ADGRL3 CUL2 EPC2 MAP3K5 FAP PHTF2 SERPINE1 PPTC7 STAG2 ADAM9 TMEFF1 MAGI2 ZNF644 ZNF507 PIK3CD MECP2 BTBD7 LIFR UBE2J1 BSN SCYL3 BCL2L11 KIAA1522 ADAMTS6 ADAMTS9 GRB10 DOC2A ASCC3 ARL8B ADAMTS3 RAD23B PLCXD3 RALGPS1 GNAI2 PCDH20 CACNB2 AFAP1L2 MYBL2 KCNJ3 SORCS3 SH3RF1 PFN2 SH3PXD2A SYPL1 GIGYF2 MTCP1 DNMT3A AQP4-AS1 TAOK1 KLF10 CELF2 PCDH10 ESRRG PCDH17 CAMK2N2 KIAA2026 SYNGR3 PCDH19 MIER3 NKAIN2 RGS2 TRPS1 ARF4 BTBD10 DHX40 MAP6 TLL2 CEP41 RANBP10 SOBP HLF AP3S1 SPTSSB FAM214A STOX2 SLC38A7 CCNE2 ACAP2 P4HA2 QKI MICAL1 CLDND1 FBXL17 RAP2C FBXL20 ARHGEF6 GMEB2 GZF1 GLCCI1 PPP4R4 ZFAND5 GTF2H1 BRWD1 TENT2 XPR1 SRGAP3 ZMYND8 WDR44 KSR1 DOLPP1 RASD1 EIF5A2 NUFIP2 NAGPA FAM131B RGCC PER2 RAB11A USP37 TMEM121 FOXD1 RASA1 BRD1 CAPN5 MAT2A NADK ELAVL3 ANKHD1 MARCHF6 MARCHF4 LARGE1 CNTD1 JADE3 BNC2 PTP4A1 BNC1 JADE2 BNIP3L USP47 DGKZ USP48 NR5A2 USP44 XPO1 JDP2 RNMT DESI2 CAPZA1 STK35 JAG2 RRAD HLX CNOT6 CBFB RGL1 CYRIA ATG5 ELOVL5 SMARCD2 TIA1 EED STK39 UNC5C FNDC3A IL1A STIM2 PDE4D SIX4 YBX3 GRHL1 IRS1 TMEM121B YTHDF3 GRHL2 DDIT4 NCAM1 DLL4 STX2 RFX6 PTGFRN DCUN1D3 CAMTA1 SNX33 REV1 VAT1L UBE2V2 TWF1 NHS TIMP3 EXTL2 TASP1 MEIS2 RNF165 TTBK1 SLC35F1 ADRA2B MBNL3 B4GALT6 FGD6 PHACTR2 RAB8A CCPG1 EPB41 ARID3A NR4A2 DOCK7 R3HDM1 C16orf87 EAF1 EBF3 ST8SIA4 TDG SCN8A HDAC9 ABL1 FBXO34 SLC5A11 MYH10 IER2 E2F3 CELF3 ARID4A ARID4B LRRC8D PIP5K1B MAN1B1 PAWR RNF220 SLC1A2 FRMD6 CCDC120 SLC35D3 RHOB DLG5 AHNAK IP6K3 SEC23A ZCCHC2 MAN1A2 TRPM7 ARID5B ZFX SLC7A10 MBNL2 VAT1 EDEM3 ADRB1 ZFYVE26 SLC41A2 FHOD3 KDM3A CPSF6 SWT1 ACVR1 OTUD4 GALNT3 YTHDC1 GALNT2 GALNT1 GALNT7 FKBP3 LCLAT1 NAALADL2 ESPN HIC2 CHD7 TSPAN33 TMED2 NEDD4L HSPA5 DCX RNF122 GNAO1 ZNF746 COL13A1 DPYSL2 TAB3 CADPS LMBR1L CILK1 ERLIN1 MEX3B CYP24A1 SLC36A1 AGO1 VAPA ADGRA2 EFNA3 ZNRF1 GLDC ATP2B1 ATP2B2 SRSF7 PICALM STAC PRRT2 INSIG2 LIN28A RAPGEF4 RARB URM1 STRIP1 ESCO1 RARG CEP170B SCN2A FAM13A PPARGC1B GLCE LRCH2 PGM1 MNT RAB15 STC1 PRDM1 NEK4 RAB10 CHKA PLPPR4 ELL HOXA11 DAG1 MMD DEXI TMCC1 KCNMB2 CALU EPHB2 KRAS WIPF1 DMD BCOR LHX8 FCHO2 CDC37L1 NKX2-2 PLAGL2 PLAG1 KMT2A KLF9 BECN1 MAML1 ZBTB41 CELSR3 PTPN13 FOXG1 SEMA6A SEMA6B CBLB TULP4 ATP2A2 TMOD2 PON2 FAM43A NCOR2 FAM91A1 CCNT2 NRP2 JPH4 NRP1 CPEB2 PRUNE2 CPEB4 ZBTB39 GJA1 TTLL7 KCNJ12 CAMKK2 EDNRA EDNRB ANKRD17 DIP2B DNAJC13 SEH1L GSKIP SEMA3A NT5E GOLGA4 CCNK LPGAT1 RAB4B SPEN HERC2 ZCCHC14 GRM5 GRM3 ZDHHC17 PSEN2 ADAM19 MAP3K12 NAA25 SGCB YWHAZ MTDH SLC39A10 YPEL5 YPEL2 IKZF2 TENT5C ZDHHC21 BAZ2B FYCO1 ELMOD2 BCL9 CSNK1A1 DLGAP4 NLGN1 AFF4 SNAI1 RAPH1 PAPOLB RAB32 RABL6 PAPOLA C9orf85 GRIA2 AP2A1 RBFOX1 GFPT2 SETD3 NHLH2 NEUROD1 RAB38 NEUROD6 CIT RUBCNL PLXNA1 CBX2 MKRN3 PNN TBC1D15 ADO PROSER1 LGI1 WBP1L KHNYN SCAMP1 CCDC117 SATB2 SMIM14 CARS1 CSNK1G1 ENOX2 CA10 SOCS3 SOCS1 ELL2 NDEL1 LYST DSTYK ASB3 SEPTIN7 NUS1 SLC38A2 SSH2 SOX4 COPS7B ITGB3 SOX9 LIN28B CHMP2B UBE2D2 B3GNT5 SBK1 FAM160B1 MAP11 ARL6IP6 SSX2IP FAM210B CRACDL RUNX1 RUNX2 RHEBL1 LRFN2 SNW1 MAFG CPNE8 TBC1D10B WDR7 PTPN2 LPP LIN7C KCTD3 SETD7 KCTD5 KCTD7 KCTD8 SLC25A14 PRICKLE1 DIO2 ITGA6 NEDD4 PPID RAP1B GARRE1 ZCCHC24 SCARA5 OMG PHF6 HECW2 REEP3 PCGF5 SAP30 PAK5 ZNF280B PHETA1 CCDC43 ACTR1A NECAP1 POU4F2 KLHL24 PPP1R14C PSMD7 FAM83F KLHL20 PIGA ANKRA2 NRXN3 RIMBP2 SOX12 CHST2 UBE2F UBE2I RASL12 UBN1 EML4 NRIP1 CHST1 CCDC97 MIER2 JOSD1 ARMH3 LARP4 CRKL SBF1 CFL2 PDCL PSME3 NRK PNKD KPNA3 AVL9 MATR3 SPAST FRK SUPT3H PPP3R1 CTNND2 UBE3C ZNF706 FAM110B KIAA0408 NFAT5 MFSD6 CAMK2D PPP1R12A CDK19 TMEM87A ZNF608 TNRC6B TNRC6A BAHD1 PIK3R2 DAGLA ACTC1 ZBTB7A ERG TNXB ZFC3H1 ANO4 FRMPD1 SIRT1 ATXN1 RNF44 TMEM47 SON SLC6A9 EDC3 PRLR SP4 DET1 IRF4 NFIB GTGCAAT_MIR25_MIR32_MIR92_MIR363_MIR367 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGCAAT_MIR25_MIR32_MIR92_MIR363_MIR367 RBPMS2 ADCY3 SCN3A PDS5B PITPNA VPS54 CHMP7 PGAM1 PPCS LUZP1 DNAJB12 MYLIP CD2AP NSMF GOLGA8EP GOLGA8B TRAK2 CLK3 WWP2 PGAM4 PHTF2 GOLGA8G INSIG1 CREB3L2 RAB23 COL12A1 BSDC1 OGT NSMAF GOLGA8A IBTK POLK DAB2IP KIF5B EOMES BSN MYH9 PTPRO TGIF1 ERGIC2 MARK1 BCL2L11 FRY LHFPL2 RAB14 APPL1 CDCA7L HAS3 MYO18A KMT5B GPBP1L1 RHPN2 DUSP10 TAFA1 SLC32A1 TCF21 TRAM2 SH3PXD2A GLYR1 CD69 HNF1B FCHO2 FAM126B TENT4A FAM13B SMAD7 SMAD6 MAP2K4 TRIO FXR1 FOXG1 TULP4 MARF1 ATP2A2 RNF4 RGS3 EPHA8 FNBP4 DCAF6 CEP41 KLF2 KLF4 SLX4 SOBP PDZD2 SLC9A1 CPEB2 CPEB3 CPEB4 DPP10 SYNJ1 LATS2 KCNK10 CCNE2 FAM135A XYLT2 SLC24A3 SRPRA MACIR SERTAD3 PIK3AP1 HHIP GOLGA4 SERTAD2 ADAM10 PKDCC ZDHHC5 PCDH11Y ZNF287 PCDH11X ANP32E ARHGEF17 CCNC HERC2 ARRDC4 ARRDC3 TMEM184B FMN2 USP28 ADM ADAM19 REV3L PIKFYVE BCAT2 CXCL5 WRNIP1 FHL2 CIC EDEM1 MYCBP2 CDK16 SPRYD4 MORC3 BCL11A PER2 GATAD2B EXOC5 BAZ2B BAZ2A BRMS1L SIM2 DLGAP2 NLK GRIA3 ITPR1 FNIP1 ATRX MEF2D P2RY13 RPS6KA4 CNEP1R1 GFPT2 HERPUD2 CDH10 TOB2 USP44 TOB1 SIK1 IQGAP2 LURAP1L GATA2 ERC2 DMXL1 RAD21 RNF141 TECPR2 GATA6 ELOVL4 RNF38 S1PR1 STK39 PITPNC1 ROBO2 MED29 FNDC3B C6orf62 LBX1 SCUBE3 FMR1 ARID1B ZNF711 SOCS5 GRHL1 TACC2 CBLN4 LIN54 LYST COL1A2 NPTN KALRN SLC38A2 MCL1 ADAMTSL3 BMPR2 DSCAML1 CSMD3 SOX4 CXXC5 LIN28B SESN3 OAZ3 FBXW7 ZEB2 DDX3X ITGAV FAM160B1 DDX3Y TEF TFDP2 DYRK2 NOVA1 TRAF3 HCN2 NOMO3 MYO1B GPR180 SYNDIG1 CACNA1I DOCK9 TEAD1 NR4A3 CCDC186 ARMC1 CDKN1C PLEKHA6 NRF1 DNAJB9 TSC1 HOXB8 ITGA5 RFX1 RAP1B HIVEP1 YIPF4 NOMO1 NOMO2 PLEKHA1 E2F3 SGPP1 FASLG PIP5K1C PAX3 CBFA2T3 SDC2 PCGF3 NECAP1 TBL1XR1 EGR2 PTGER4 DNAJC30 SOX11 DYNLT3 G3BP2 ZNF512B PRKCE MAN2A1 JOSD1 KLHL18 BTG2 KLHL14 RBM47 UBE2W FOXN2 CNTN4 DUS2 UGP2 GAP43 OTUD4 C11orf24 UBE2Z NEFM ITPRID2 PPP1R12C NFIX DPY30 GRAMD2B PRDM13 SNN MOAP1 NPTX1 GID4 HAND1 FAM110B HAND2 SYN2 NFAT5 PPP1R12A TMEM87A PAFAH1B1 PIK3R3 CEBPA NOX4 CNNM4 ZFC3H1 CREB1 SLC12A5 PHLPP2 FBN1 RGS17 RSBN1 LMBR1L RNF44 ATXN3 FZD10 SLC17A6 GDF11 DSC2 KAT2B NFIA NFIB TGAATGT_MIR181A_MIR181B_MIR181C_MIR181D http://www.gsea-msigdb.org/gsea/msigdb/cards/TGAATGT_MIR181A_MIR181B_MIR181C_MIR181D SLC9A6 CCSER2 CUL3 GOLGA8EP GOLGA8B EPC2 CUL5 MIDEAS BTBD3 GOLGA8G PLS1 OGT GOLGA8A TBPL1 CCAR1 STAG1 BHLHE40 PHOX2B MECP2 SPIRE1 RSRP1 BCL2L11 ADAMTS6 MAPK1 GRB10 ADAMTS1 CACNB2 ESM1 ARFGEF2 SYPL2 ZNF615 IMPG1 DHX57 MAP2K1 PLEKHJ1 CLUH PCNP KLF15 ATP11C COL16A1 GOLGA6L9 C2CD5 NKAIN2 SYNE1 CDC42BPA HLF BACH2 FAM3C DPP10 PDIA6 TRIM13 RNF182 KCNK10 ACAP2 ARL5A WDR37 MAPT QKI FMNL2 SRPK2 ARHGEF7 ZDHHC7 ZFAND6 MMP14 MTMR12 CARD11 BRWD1 WSCD2 EIF4A2 RALGAPB ZNF468 BPTF LRRC32 MKNK2 ZNF655 EPB41L4B INO80 IGSF11 ACSL1 PER2 TBC1D4 RAB11A MTMR9 TBC1D1 USP33 PHLDA1 PI4K2A BRD1 MB21D2 MAT2A PDK4 ETF1 ZNF664 DUSP5 PKNOX2 RLF CDH13 RPS6KA3 NAA15 JADE2 ZBTB4 USP42 WDR20 ENAH LMO1 RNMT AP1G1 LMO3 CTDSPL GRIK2 RPS6KB1 ZIC3 ZIC2 PPIP5K2 GHITM ATG5 UNC5A SLC2A3 TGFBI PUM1 EED LONRF1 FNDC3A FNDC3B IL1A IRS2 IGSF9B NCALD BAIAP2 SIX2 YTHDF2 YTHDF3 DCUN1D1 ANKRD13C NPTN HSP90B1 FBXO11 GOLGA8F PAM HMGB2 CAMTA2 MAMDC2 BMPR2 LRBA TIMP3 ABI3BP NR2C2 NIPBL TCERG1 DDX3X DDX3Y PCDHA10 PCDHA11 PCDHA12 DOP1A ZNF800 DNAJC21 PCDHA13 B4GALT1 HCN2 DOCK7 NR4A3 CACNA2D2 NMT2 EPS15 CAPRIN1 C16orf87 TNFSF11 ST8SIA4 PNRC2 CREBRF FBXO33 SEL1L MYH10 C2orf69 E2F5 GPBP1 E2F7 PAWR SPRY4 ZNF207 TRIM2 TRIM3 TRIM9 RSPO2 RTF1 S100PBP TMEM196 SEC24C LBR TBL1XR1 ESR1 MBNL2 PURB NCOA2 FAM122B MEAF6 CNTN4 CARM1 OTUD4 ADAMTS18 BCLAF1 CDC73 LCLAT1 NR3C1 IVNS1ABP LPCAT1 CHD9 HIC2 RGMA GID4 CHD7 TMED5 TSC22D2 FIGN INPP5E CD4 INPP5A ADARB1 PSAP CREB1 DPYSL2 TM9SF3 RSBN1 TAB3 TBL1X MEX3C RNF145 MEX3B CTTNBP2NL DYNC1LI2 ADCY1 ATP1B1 PDLIM5 SYT3 LEMD3 ATP2B1 ATP2B2 SRSF7 PICALM TRAK2 LIN28A MTURN NSMAF RECK RAN C16orf70 GAPVD1 PIAS3 PDGFRA STC1 IRF2BPL PLPPR4 HOXA11 GRK2 TMCC1 GPD1L LIF ADGRB3 FAM126B PLAG1 KLF6 OSBPL3 FAM13B OSBPL8 SMAD7 ZBTB41 EN1 EN2 UBP1 EPHA4 HYOU1 TULP4 CBLB RNF6 ATP2A2 ETS1 JAZF1 PCDHA6 PCDHA7 SCHIP1 PCDHA8 PCDHA9 PCDHA2 MYBPC1 PCDHA3 CPEB4 PCDHA4 PCDHA5 ARSJ PCDHA1 FAM160A2 TNFRSF11B KANK1 DIP2B DNAJC13 GSKIP GOLGA1 SLC25A3 DOCK10 CCN1 AGPAT1 KCNMA1 CCNK ADAM11 CCNJ GSE1 SPECC1L ARRDC3 RBBP7 CD163 SENP2 GRM5 RAB11FIP2 SENP1 SEMA4G ADM PTBP3 MED8 SEMA4C MAP3K10 TMEM94 TRIM71 ABTB2 FKBP1A ZFP36L1 PLCL2 MIP BCL11A ETV6 BAZ2B BAZ2A RBM22 NAA20 NLK AFF4 BIRC6 ILF3 ATP8B5P AFF1 SOWAHA YWHAG GRIA2 TOM1L1 ADCY9 CDON LRRN1 PBX3 PAPOLG SEPTIN3 THRB PRTG ARNT2 CBX4 PI4K2B CBX7 KLHL2 KLHL5 HOXC8 RAD21 SLC25A25 CGGBP1 GATA6 MIGA2 TARDBP ANKRD50 RABGEF1 ADO ROBO2 RNF34 NEGR1 SS18L1 C6orf62 CSNK1G1 NPEPPS PPP1CB CARF SLITRK2 SLITRK1 LRP12 AKAP6 SLC25A37 CPD CSNK1G3 DERL1 SLC38A2 SOX5 SOX6 DAZAP2 GREM1 LIN28B ZC3H6 PCDHAC2 PCDHAC1 ITGB8 CNR1 GGT7 MTPN CLASP1 SSX2IP RUNX1 NOVA1 PTPN9 GABRA1 LPP LIN7C ITGA3 FOXP1 PLEKHA3 NEXMIF PHF3 BAAT SLF2 GLS HOXB5 RAP1B CPNE2 RBM26 MTCL1 MBOAT2 METAP1 FOXK1 NR6A1 CREBZF CBFA2T3 CBFA2T2 PAK5 FOS PCGF2 IPO5 PAK4 ZNF280D CAMSAP1 CNTNAP3 CNTNAP2 TOGARAM1 KPNB1 IGF2BP2 AKT3 CLIP1 EGR3 MPP5 G3BP2 MINK1 NRXN1 GALNT16 PRKCE PALLD UBE2B PRKCD LMBRD2 EYA3 SFR1 ACVR2A LARP4 NPTXR RBM47 KPNA1 CAMK2G PPP1R12B PPP3R1 UBE3C HECA SNN SYNPR CDYL POM121 MAP3K3 NFAT5 MSI1 MFSD6 PIK3R3 PHF20L1 TNRC6B CRIM1 AGFG1 NAA50 ANO1 MED26 MAP1A MAP1B SCOC SIRT1 ATXN1 WSB1 TOX ZC3H11A KAT2B GCGCTTT_MIR518B_MIR518C_MIR518D http://www.gsea-msigdb.org/gsea/msigdb/cards/GCGCTTT_MIR518B_MIR518C_MIR518D SCRT2 TBC1D10B AP1G1 SOX11 TFE3 NSG2 NRXN1 PTPRU TEAD3 TSN KCNK12 MCF2L CELF4 OTP HOXC8 NEXMIF HOXA3 NFE2L1 RAP1B ZNF608 TGGTGCT_MIR29A_MIR29B_MIR29C http://www.gsea-msigdb.org/gsea/msigdb/cards/TGGTGCT_MIR29A_MIR29B_MIR29C TUBB2B TUBB2A CCSER2 PAN2 HMCN1 CLK2 MIDEAS MAT1A STAG2 DEF8 HNF4G ZBTB46 CTDSPL2 ADAMTS6 ADAMTS9 PITPNM2 RCC2 PMP22 EXOC3L1 HMGCS1 MYBL2 SYPL2 TMEM132A SH3BP5L R3HDM4 PPP1R3D SH3PXD2A KBTBD8 DIABLO CCNYL1 MGAT4B DNMT3A KIF3B KLF12 PAIP2 CLUH COL16A1 ZNF524 TMEM259 SYNE1 DCAF7 TRAFD1 MAP6 TLL1 ELF2 BACH2 NAP1L3 ZNF346 ALKBH6 MMP24 IL1RAP KDM2A QKI BRD4 NKAPD1 ZNF282 ZDHHC5 PGAP1 CACNG4 KLHL42 ELMO2 MYCN KLHDC3 BRWD3 ARVCF BRWD1 ZNF362 CCND2 SRGAP3 MINAR1 OSBPL11 CHSY1 GREB1L DOLPP1 RAPGEFL1 SRGAP2 CMPK1 SCML2 ABHD4 TMUB2 GNG12 IFFO1 EPB41L4B FEM1B ZBTB47 GPCPD1 COL7A1 CRISPLD1 KIRREL1 DGKD FAM131B PPP2CA COL6A3 USP37 PER1 PER3 PDHX MTMR4 DNM3 CAPN7 MAT2A ATRN COL15A1 SPTY2D1 IGF1 DGKH TMPRSS3 ASIC1 RLF DUSP2 WDR26 BCORL1 PTP4A1 SFPQ AMOT ZBTB5 USP42 AP4E1 XPO5 AP1G1 HMGCR TSPAN4 CHIC2 ANK3 ELOVL4 ASPH FBXO24 KMT2A TMEM169 RET ATG9A IGSF9B SPTLC2 RTL6 BAIAP2 CORO6 YBX3 YTHDF3 KLHL30 ANKRD13C ANKRD13B RNF138 MFAP2 COL1A1 MFAP3 DCUN1D4 TNFAIP1 CAMTA1 TFEB TET1 FBRS ARNT FBXW9 FBXW7 POGLUT2 DDX3X RNF165 TTYH2 PRKRA PCDHA10 PCDHA11 PCYT1B PCDHA12 PCDHA13 LYSMD1 TRAF4 ABCB9 SHPRH TAF5 IREB2 PPP4R3B SPPL2B NSD2 ABCB6 MUC4 EPS15 CAPRIN1 HDAC4 ARMC8 GPR37 SMARCC1 TDG NDST1 DICER1 PEX5 VASH2 KDM5C CDC42 SPRY1 SLC1A2 LOXL4 IMPDH1 TMEM183A PURG FAAP100 ZFX CDK6 HEPACAM PURA PPM1D PPM1E NCOA3 NCOA4 ZFYVE26 AMER1 CLDN1 ENHO CA3 CHFR GPAM ADAMTS18 OTUD4 ADAMTS13 MFSD14B OXTR ATP5MC1 N4BP2L1 DPF1 COL9A1 TSC22D3 GID4 C1QTNF6 NFATC4 SNX24 DCX VPS36 WDFY3 COL4A4 COL4A3 WDFY1 PLP1 COL4A2 COL4A1 MBLAC2 FBN1 CREB5 TMEM266 COL5A3 TMED9 ISL1 COL5A2 COL4A5 LEP DBT CELF6 ERLIN2 HIF3A SMPD3 VPS25 MEX3B ATP1B1 HMGN3 AGO1 PITPNA SYT8 LUZP1 SIDT1 INO80D ATP2B1 ZFP91 BAK1 ATP2B4 DDX11 DNAJB11 INSIG1 GAB1 IFNG RARB BCL7A PI15 OXR1 DAB2IP YY1 STRN3 STRN4 RAP1GDS1 VPS9D1 NAV3 PPARGC1A NKTR GCC2 RIC8A PRELP KMT5C ERP44 RND3 RND1 NRSN1 NAV1 NAV2 HTR7 MLLT11 RAB15 PDGFRB HAS3 LAMC1 HS3ST3B1 KMT5B PALM DAG1 RAB40C IFI30 AKAP13 EPHB3 CALU LIF STX17 SLC31A1 FAM126B PLAG1 NKRF RGPD5 BMP1 FAM13B RYBP ZBTB41 ZBTB40 SKI EPHA3 PLPPR5 NCOR2 KLF4 NAA40 CCNT2 PCDHA6 SLC16A14 PCDHA7 PPARD PCDHA8 PCDHA9 PCDHA2 C16orf72 CPEB3 PCDHA3 PCDHA4 PCDHA5 PCDHA1 KCNIP2 PTEN TLCD3B DIP2B PARG RAB6B GPX7 AGPAT4 COL11A1 KCNMA1 ZFP36 ABCE1 STX1A ARRDC4 SPEN ARRDC3 LDLRAP1 CTNNBIP1 PDIK1L GRM4 BLMH SENP1 PTBP3 ADAM19 ADAM12 REV3L CRYBG2 YPEL2 COL3A1 COL2A1 MLF1 ZFP36L1 BCL11B PGAP2 BCL11A HBP1 BCL9L CSRNP2 ETV4 XKR4 SGK1 XKR6 NASP AFF4 BIRC6 XKR7 NLGN3 COL19A1 RAB30 ANKRD49 CALM3 TMTC3 FAM167A MORF4L1 ZNF385C PDGFB AMMECR1L RNF39 MORF4L2 CBX2 MMP2 FAM193B SLC16A1 STARD5 STARD8 VEGFA PROSER1 LGI2 NANP SS18L1 CCDC117 SHROOM2 HNRNPUL1 SOCS1 PRKAB2 ZER1 AHR TRIM37 PTHLH MAP4K4 TMEM127 SSC4D FRAS1 MYL6 RNF19A CAV2 RMND5A DIAPH2 SNX4 ITGB1 PCDHAC2 MED12L PCDHAC1 PRR3 NDRG4 CNR1 DENND6A SLC30A3 BMF MAFG CPNE8 SETDB1 LPL SESTD1 MAFB CD276 KCTD5 TRIM63 LAMTOR1 NEXMIF C5orf15 FAM136A DIO2 NREP PPIC PRICKLE2 RHOT1 KCTD15 GARRE1 EIF4E2 PLEKHA1 HECW1 OSBP HPS1 FOS PCGF3 KLHL25 GOPC MAPKBP1 PHC1 AKT3 FOXJ2 SOX12 ESYT3 ZNF512B NPAS4 EML5 EML4 FERMT2 LARP4B ACVR2A JOSD1 TMEM65 CEMIP SBF2 COMMD2 KPNA4 PSME4 PPP1R15B SMS SPAST DENND1B CAMK1D CAMK2G GLIS2 CTNND1 NFIX ARPP19 TPM1 TRIB2 TNFRSF1A RASGRP4 POU2F2 SLC39A9 NFAT5 ZNF609 PIK3R3 C5orf24 PIK3R1 EMSY NFASC ATXN1 GMFB EDC3 SP1 SYNE4 LSM11 C11orf87 PPP1R13B TMEM86A TMEM255A NFIA SPTAN1 TGCACTG_MIR148A_MIR152_MIR148B http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCACTG_MIR148A_MIR152_MIR148B GPATCH8 SYT1 NOG AGO1 LTBP1 ADCY2 GDF6 RORB ITSN2 ZNRF1 SSR1 ANAPC1P2 CUL5 BRPF1 PICALM TRAK2 KANSL1 MAP3K9 LIN28A BTBD3 BCL7A NR2C2AP WNT10B PTPRM RXRA EFNB2 SGMS1 FAM234A FAM104A UBR1 PPARGC1A NME7 C16orf70 PPP6R1 ZBTB18 MTF1 MLLT10 MNT TGIF2 HAS3 ARL8B AGO4 C18orf25 CDK5R1 ERBB3 MMD ITGA11 STRADB ARFGEF1 MLEC PLAA SRSF11 MGAT4A ARGLU1 KMT2A BMP1 FAM13B PCDH10 ESRRG ARFIP1 NEURL4 DDX6 ZNF217 ATP2A2 TRPS1 BTBD10 KLF4 BTBD11 DPP3 JPH3 BACH2 NRP1 LDLR PDIA3 CPEB4 KDM2B ELF5 SYNJ1 MITF CCDC71 CANX FBXL19 LSM14A PBXIP1 DYNLL2 SLC24A3 SNPH MACIR SLC25A3 TGFA QKI ERRFI1 ELAPOR2 MMP19 ARHGEF17 FOSB PLEKHH1 ARRDC3 ARHGEF12 ELMO1 MTMR12 INHBB TENT2 KIAA1217 CAND1 OSBPL11 MOSPD1 GADD45A CLOCK MTMR14 USP6 NRARP CSF1 YPEL3 COL2A1 KLC2 INO80 STARD13 GPCPD1 GPM6A BCL11A LIMD2 PRKAA1 MLLT6 ETV5 USP33 BAZ2A C1GALT1 USP32 RBM24 CYTH3 STX3 NLK PDK4 YWHAB RICTOR MARCHF3 RPS6KA5 MARCHF2 NAA15 MEOX2 RAB35 RAB34 MPPED2 USP48 WDR20 SEPTIN4 SIK1 AP4E1 SKIDA1 XPO4 MAF1 CNOT6 CNOT4 ZNF784 WNT1 DMXL1 HOXC8 TMEM9B ANK2 USP32P2 MDFIC ROBO1 MIER1 LZTS3 SLC2A1 S1PR1 RNF38 ROBO2 LRRC55 ITPK1 C6orf62 RSBN1L FMR1 TMSB10 SIX4 PPP1CB RELCH EP300 AKAP7 NPTN CPD AKAP1 HSP90B1 FBXO11 HMGB3 SZRD1 RMND5A MDGA2 ST8SIA3 ABCA1 SKP1 NHS TMEM63B MED12L SLC25A44 RNF165 LMTK2 RLIM BEST1 UBE2D1 RUNX2 B4GALT5 PHACTR2 TAF4 B4GALT2 MAFB MOB1B TEAD1 NSD2 ABCB7 DOCK6 ATP7A EPS15 PHF3 UCP3 ITGA5 TOMM70 SLF2 DYRK1B PRICKLE2 DNMT1 FBXO33 CHRD CYB5R4 PNPLA6 E2F3 NPEPL1 HECW2 CDC14A NDST1 DEDD E2F7 DICER1 PRKAG2 FYB2 ARHGAP21 SPRY3 MAX RNF217 POU4F2 LBR KIAA0232 TBL1XR1 ZCCHC2 RALBP1 OTX1 SOX11 ESR1 SLC7A11 TRPM2 RXFP2 NCOA1 KLHL18 PRR5L ZFYVE26 STXBP5 CFL2 UBE2W ZFPM2 CNTN4 PATL1 SMS GAP43 ACVR1 EPN2 OTUD4 ADAMTS18 BTAF1 GLRX5 PWWP3B ARL6IP1 CABP7 ARPP19 GPRC5B TMED7 SNN RGMA CHD9 NPTX1 CHD7 DNER PPP1R12A CDK19 POU3F2 SCAF11 TNRC6B PIK3R3 TNRC6A CAMK2A TNPO3 AGFG1 TXNIP MAF BMT2 SNX27 FBN1 TSPOAP1 ATG14 TMEM266 SIRT7 GMFB ATXN1 RNF44 ZBED4 SULF1 ERLIN1 CACTGCC_MIR34A_MIR34C_MIR449 http://www.gsea-msigdb.org/gsea/msigdb/cards/CACTGCC_MIR34A_MIR34C_MIR449 MSL2 SYT1 LDHA SLC2A4RG SYT4 PPP2R5A CHMP7 SIDT1 TPD52 ITSN1 SHKBP1 ACBD3 DDX17 PLOD1 BRPF3 MIDEAS SERPINE1 COL12A1 GRID1 ADGRL1 RARG PTPRM ZNF644 SCN2B STRN3 C14orf28 NAV3 RIC8B ERGIC1 GLCE CRHR1 UHRF2 NAV1 PGM1 PDGFRA TGIF2 STC1 AGO4 ALDOA SLC2A13 PLPPR2 RALGPS2 MGAT5B PPP2R3A CACNB1 CACNB3 DAAM1 TMCC3 RIMS4 ALCAM SEMA5B PEA15 OSGIN2 FAM126B MGAT4A ESRRA ABR MAP2K1 KLF12 CELF2 UBP1 FOXG1 NOTCH2 EI24 ZFHX4 NOTCH1 RNF4 PKP4 GRK6 TCF12 KLF4 BTBD11 RANBP10 DPP3 ABCF3 GPR85 CPEB3 WASF1 AP2S1 SYNJ1 ZBTB39 CCNE2 TMEM109 DNAJC16 STAC2 XYLT1 SRPRA DMAC2L MAPT GPHB5 ZNF281 ZNF282 POGZ ZC3H7B VEZT FAM76A ZCCHC17 TMEM184B RAB11FIP4 ZDHHC17 MYRIP WSCD2 SEMA4F GRM7 SEMA4C SEMA4B KIAA1217 KCNH2 FUT8 NSUN5P2 ADGRG2 PPFIA1 TMUB2 FNDC8 NETO1 ZDHHC23 ATXN2L RAB43 ACSL1 PLEKHG5 LIMD2 BCL6 BCL9L SLCO3A1 ACSL4 BAZ2A ELMOD1 MLLT3 CAPN6 PPP1R11 AXL PPP1R10 NTNG2 MARCHF5 TTC19 ASIC2 RPS6KA4 SDHC DGKZ HTR2C TOB2 F2RL2 FAM167A ILKAP SEPTIN3 SLC44A2 XPO5 LMAN2L STK35 IQGAP3 GDAP1L1 JAG1 CNOT6 CNOT4 VCL WNT1 ANK2 LZTS3 NCEH1 VEGFA RRAS LRRC55 SAR1A C1orf116 SATB1 SATB2 CSNK1G1 MTA2 SHISA7 DLL1 KRT40 ZER1 PPP1CC PKIA ZNF3 NUMBL TRIM35 LYST ASB1 AKAP6 NFE2L1 VAMP2 CSNK1G3 AKAP1 PACS1 CAMTA1 KYAT1 SYVN1 SOX4 RAB5IF COPS7B SUCO PPP1R16B SBK1 TFDP2 BEST1 HCN3 FGD6 SEC61A1 CSF1R SNW1 DIXDC1 B4GALT2 ZMYM4 TAF5 MET NR4A2 GALT FOXP1 CORO1C B3GAT3 E2F3 METAP1 PPP1R14D CELF3 E2F5 SGPP1 ARID4B CBFA2T3 LGR4 ZNF207 SPRY3 ACTR1A ARHGAP1 CNTNAP2 CNTNAP1 LOXL3 PLCB1 CASP2 TBL1XR1 NRIP3 SVOP NRXN2 FOXJ2 MPP2 OTX1 LEF1 CDK6 TBC1D25 EML5 PURB ARHGAP26 VAT1 ATG4B CA7 FRMD4A AMER1 CNTN2 AHCYL2 CALCR CPLX2 RTN4RL1 SNX15 APH1A CTNND2 JAKMIP1 KITLG SGSM2 NPTX1 FIGN DCX TNRC6B NAA50 SPRN MAP1A BRINP1 DPYSL4 CREB5 RGS17 RALGDS PIP4P2 GMFB PNOC SP2 SPEG TMEM255A EVI5L MEX3C CUEDC1 POFUT1 RNF41 TACGGGT_MIR99A_MIR100_MIR99B http://www.gsea-msigdb.org/gsea/msigdb/cards/TACGGGT_MIR99A_MIR100_MIR99B INSM1 FZD8 ADCY1 AGO2 SLC44A1 MTOR FGFR3 EPDR1 CTDSPL HS3ST2 ICMT MBNL1 ZZEF1 TRIB2 MTMR3 HOXA1 RAVER2 CYP26B1 AP1AR KBTBD8 SMARCA5 BAZ2A HS3ST3B1 CTCTAGA_MIR526C_MIR518F_MIR526A http://www.gsea-msigdb.org/gsea/msigdb/cards/CTCTAGA_MIR526C_MIR518F_MIR526A HMGN1 JPH4 FAM126A RBM3 SMC1A CBX4 HNRNPR KCNIP2 CBX8 ARL2BP KLHL7 SRSF5 ANK2 SLC25A3 PUM2 SCRT1 CCDC9B DMRT3 MYO3B PIK3CD SLC25A33 TBR1 SLTM SS18 ZKSCAN2 TAB1 ING3 USP8 FHL1 EGLN3 SORCS1 FBRS BCL2L2 TJAP1 MLEC TBC1D8B ZFP36L1 CD9 ZC3H12B BRINP3 ADGRB3 GTF3C2 DNAJC21 IL1RAPL1 DTNA ARGLU1 KLF12 FLT3 WAPL CS CELF2 TMEM117 SLC4A10 NREP CREBRF H3-3B ANTXR1 SOBP TTGCACT_MIR130A_MIR301_MIR130B http://www.gsea-msigdb.org/gsea/msigdb/cards/TTGCACT_MIR130A_MIR301_MIR130B CCDC126 GPATCH8 GDA SLC9A2 ACBD5 CUL3 EPC2 MAP3K9 BTBD3 FSTL5 FOXF2 OGT BHLHE41 PTPRM PTPRG RXRA MECP2 BTBD7 NME7 PITPNM2 ZBTB18 PPP6R1 NAA30 PPP6R2 PPP6R3 VGLL3 VGLL4 ST18 DCBLD2 ERBB4 TMEM50B KBTBD8 ASXL2 ARGLU1 SPHK2 KLF13 TGFBR2 ATP11A STIMATE SFMBT1 MIER3 ZNF217 TRPS1 MAP4 LRRC37A11P BACH2 LDLR NBEA RTN1 LNPEP DYNLL2 SLMAP SNPH KDM2A SPART MACIR QKI MYB STX6 RAP2C ZNF282 ARHGEF12 MTMR12 INHBB WDR47 BRWD1 TENT2 EREG RASD1 CLOCK CCDC88A CMPK1 TBC1D8 BPTF CSF1 ABHD3 INO80 GPCPD1 ACSL1 NPAT LIMD2 EXOC5 ACSL4 USP33 SNAP25 USP32 MB21D2 ATRN SPTY2D1 PHF12 ATRX MPHOSPH9 MARCHF2 RASSF1 PTP4A1 NSD3 ZBTB4 LDLRAD4 MPPED2 MAT2B LRP8 DSEL USP48 LRP4 WDR20 DNM2 SLC44A1 SIK1 AP1G1 CNOT7 CNOT6 CNOT4 SMARCD2 USP32P2 MDFIC MIER1 FBXO28 S1PR1 SCRT1 LONRF1 GOLT1B FMR1 STIM2 DLL1 YTHDF2 ZNF711 ZNF3 WEE1 RELCH MIB1 TESK2 PTGFRN NPTN EDA CAMTA1 NOCT SZRD1 MDGA2 BMPR2 LRIG1 ST8SIA3 ABCA1 SKP1 NHS TIMP2 TTYH3 ZEB2 RNF165 ZNF800 B4GALT5 PHACTR2 TAF4 SUV39H1 NEUROG1 NIPA1 ABCB7 SHANK2 DOCK3 EPS15 R3HDM1 TSC1 HIVEP2 MTLN E2F7 DICER1 ARID4B RAI2 TRIM2 TRIM3 TBL1XR1 ESR1 MID1IP1 MBNL1 M6PR PGM2L1 NCOA1 PRR5L ZFYVE26 ZFPM2 MAPRE3 GAP43 ACVR1 OTUD4 ADAMTS18 BTAF1 NR3C2 JAKMIP1 LCLAT1 PMEPA1 CHD9 SMOC2 TSPYL2 SMOC1 PAFAH1B1 WDFY3 MAF BMT2 SNX27 PSAP CEP120 TSPOAP1 CREB5 DPYSL2 CHMP3 SPOPL MEX3D RNF145 CENPO ADCY1 ADCY2 AGO1 PUF60 FAM20B TERB1 SNIP1 ATP2B2 ZFP91 RAPGEF4 FAM53B NR2C2AP PAN3 EFNB2 EMX2 WNK3 FAM104A FAM234A FAM155B C16orf70 BTF3L4 MTF1 LRCH2 MLLT10 PDGFRA APPL1 STC1 AGO4 KMT5B BLCAP ENPP5 CNIH1 PFKFB3 MYT1 PEX5L MLEC PLAA CD69 CEP170 SASH1 PELI1 NRBF2 KMT2A MAML1 SMAD5 DENND1A ARFIP1 DDX6 CLCN5 NRP2 PIK3IP1 IER3IP1 NRP1 RAB5B NPNT CPEB4 FASTK PPARG VPS37A VPS37B GJA1 CANX DIP2A DNAJC16 SMC4 SLC24A3 ANKRD12 ZFYVE9 GSE1 DENND10P1 DENND10 SPEN ARRDC3 ZCCHC14 RBBP8 ANKRD28 GRM7 RAB5A ADAM12 MAP3K14 GADD45A MAP3K12 USP6 RBM33 IKZF4 NRARP KIT TENT5B STARD13 CYLD SPATA2 HBP1 PRKAA1 MLLT6 BAZ2A BIRC6 ITPR1 RAB30 COL19A1 ERBIN MEOX2 RAB34 NHLH2 NEUROD1 CALM2 ABCC5 TP53INP1 SKIDA1 ZNF784 MIGA1 WNT1 ROBO1 TARDBP MIGA2 RNF38 ROBO2 ITPK1 CSNK1G1 SOCS6 SOCS5 NDEL1 AKAP7 AKAP1 SNX5 SNX2 SOX5 SOX4 ELK3 ATP6V1B2 CSMD1 MED12L TMEM63B UBE2D2 HOXA3 HOXA5 UBE2D1 MEMO1 RUNX2 RUNX3 MAFB HOXB3 PHF3 UCP3 SLF2 ULK2 RHOT1 HABP4 WDR1 ATG16L1 NPEPL1 HECW2 SOX21 CLTC ARHGAP12 PAK6 ARHGAP21 TPP1 ARHGAP1 POU4F1 TOGARAM1 PLCB1 IGF2BP1 KLHL20 PIGA CLIP1 RALBP1 G3BP2 LCORL CHST1 RXFP2 PSD BTG1 PRKD3 HECA NPTX1 N4BP1 MMGT1 MFSD6 SYBU CDK19 POU3F2 ZNF609 TNRC6B TNRC6A SLAIN1 BAHD1 AGFG1 NAA50 ZFC3H1 ATG14 WNT2B TP63 ATXN1 SULF1 IRF1 ARHGAP35 SH3D19 TGCACTT_MIR519C_MIR519B_MIR519A http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCACTT_MIR519C_MIR519B_MIR519A GDA SLC2A4RG RORB CUL3 TAF5L MAP3K5 EPC2 MAP3K9 FOXF2 MAP3K8 PHTF2 FSTL5 OGT BHLHE41 ROCK2 KIF5A ZHX2 MECP2 BTBD7 C14orf28 PTPRT ZBTB46 RSRP1 ZNF236 ZBTB18 NAA30 MAPK6 PPP6R2 PPP6R3 RYR3 MAPK4 VGLL3 DCBLD2 C18orf25 ERBB4 PCDH20 CACNB1 AHCTF1 BCL2L2 NAGK TMEM50B KBTBD2 PFN2 SH3PXD2A ZDHHC9 ASXL2 LAPTM4A KLF12 KLF11 TAOK3 TGFBR2 CELF2 SFMBT1 CAMK2N2 MIER3 ZNF217 BTBD10 MAP4 MAP7 MAB21L1 ZNFX1 SOBP TSG101 FGF9 NBEA RTN1 RTN2 KDM2A QKI MASTL MYB USP15 SERTAD2 STX6 ZDHHC1 RAP2C MMP14 ARHGEF11 BRWD1 EREG SRGAP3 RASD1 GRAMD1A CCDC88A CMPK1 CEP97 TBC1D9 ZNF367 ABHD3 ABHD2 EPB41L4B SNRK NPAT PKD2 SLC4A7 PPP3CA ACSL4 FBXW11 MTMR4 USP32 BRMS1L CSRNP3 ATRN SPTY2D1 IGF1 PPP1R10 RICTOR LMX1A PKNOX1 BNC2 ZBTB4 SELENOI DUSP8 WDR20 DNM2 STK38 STYX TSPAN9 TNFSF12 CNOT7 CNOT6 MOB3B CNOT4 USP32P2 KCND2 PI4KB YTHDF2 ZNF711 PKIA BICD2 WEE1 MIB1 HIF1A GABBR2 TESK2 VAMP4 PTGFRN SLC40A1 NETO2 HMGB3 PANX2 BMPR2 LRIG1 ST8SIA2 TIMP2 MYRF DDX3X DDX3Y PCDHA10 PCDHA11 PCDHA12 PCDHA13 ASF1A CLIP4 FOXA1 PPP1R21 SUV39H1 TEAD1 NEUROG1 NIPA1 NSD2 NEUROG2 SHANK2 R3HDM1 LAMP2 TNFSF11 DNAJB9 DYRK1A HIVEP2 MTLN DNAJB6 E2F1 KIF23 ARID4A PREX1 E2F7 ARID4B SPRY4 SLC1A2 TRIM3 FRMD6 AFG1L HEY2 CASP2 LIMK1 CDK2AP1 RB1 MBNL1 TOPORS HMGA2 M6PR PURB CDK2 PGM2L1 ZFPM2 MAPRE1 MAPRE3 ACVR1 TMEM168 SNX16 JAKMIP1 LCLAT1 SMOC2 CHD9 TSPYL2 SMOC1 PAFAH1B1 WDFY3 COL4A3 BMT2 CEP120 NF1 CREB5 DPYSL2 RASL11B UBR5 SPOPL TBL1X MEX3D SYT1 CENPO AGO1 PUF60 SNIP1 ZFP91 SRSF5 DDX11 GBF1 RAPGEF4 ASAP2 GTPBP2 VANGL1 EFNB1 EMX2 CDK12 WNK3 SGMS1 FAM13A SRSF2 BTF3L4 ATP2C1 LRCH2 PDGFRA FBXL5 STC1 HAS2 RAB10 KMT5B BLCAP ENPP5 SRSF8 STK17B AKAP13 MYT1 NABP1 POLQ CDC37L1 FCHO2 FAM126B SASH1 AKTIP KLF9 SMAD7 MAML1 SMAD5 CELSR2 SKI DDX5 FOXG1 ABRAXAS2 TNKS1BP1 EPHA4 ZFHX4 FJX1 GOSR1 PCDHA6 NRP2 PCDHA7 PCDHA8 IER3IP1 PCDHA9 RAB5B PCDHA2 ZFAND4 CPEB2 PCDHA3 PCDHA4 FASTK PCDHA5 KCNJ10 PCDHA1 APCDD1 DIP2A DNAJC16 HIF1AN SLC24A4 SMC4 ANKRD12 ZFYVE9 GOLGA1 CCNJ LPGAT1 DENND10P1 DENND10 RAD52 RBBP6 ANKRD29 GRM7 SEMA4B MAP3K12 TRIOBP USP6 RBM33 USP3 IKZF4 IKZF2 CIC TENT5C EFCAB14 NR1D1 GATAD2B HBP1 PRKAA1 ACTL6A TBX3 AFF4 BIRC6 ITPR1 STAT3 FAM78A PAPOLA COL19A1 ERBIN NHLH2 NHLH1 VLDLR THRA SKIDA1 MIGA2 ANKRD50 ITCH KMT2D RNF31 SCAMP2 CA10 CSNK1G1 SOCS6 GNS PTHLH HOXD8 SLITRK3 NDEL1 TMEM127 FNBP1L LNPK EFL1 ANKFY1 SNX5 SSH2 SOX5 SOX4 ELK3 DAZAP2 PCDHAC2 PCDHAC1 HOXA3 CACUL1 PARD6B PTPN2 PTPN4 SACS HOXB3 PLEKHA3 SLF2 ATL3 HABP4 RFX3 WDR1 ATG16L1 SOX21 HPS5 SORL1 TMEM64 ARHGAP12 PAK6 MCM7 ARHGAP1 GOPC IGF2BP1 PLCB1 KCNQ2 AKT3 KLHL20 IGF2BP3 PIGA ADIPOR2 ZNF512B PIGS FOXJ3 ARHGAP29 ARHGAP24 LARP4B EIF4G2 LARP4 PRR15 PSD CFL2 BTG3 KIAA0513 KPNA3 NKIRAS1 TNFRSF21 UBE3A CALD1 NFIX HECA ZNF704 NPAS2 N4BP1 CEP57 MAP3K3 MAP3K2 SYN2 MFSD6 NFAT5 SYBU ATG2A YES1 TNRC6A SLAIN1 PIK3R1 EMSY BAHD1 NAA50 ZFC3H1 L3MBTL3 MAP1B MACROD2 MED14 SINHCAF TP63 SH3BP5 NBL1 SP3 TMEM217 KCNN2 SUMF1 ARHGAP35 NFIA AGCGCTT_MIR518F_MIR518E_MIR518A http://www.gsea-msigdb.org/gsea/msigdb/cards/AGCGCTT_MIR518F_MIR518E_MIR518A EGR3 NSG2 CPEB1 PTPRU NRXN1 TAS1R1 CAPN3 MCF2L OTP NEXMIF SON ADO BET1L AUTS2 RAP1B FCHSD1 ZNF385A ZNF608 CAGTATT_MIR200B_MIR200C_MIR429 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGTATT_MIR200B_MIR200C_MIR429 HNRNPK DLC1 PDS5B TUBB2A SCN3B HNRNPD PPP2R5C AMOTL2 CITED2 FIGNL2 GOLGA8EP GOLGA8B FLI1 PHTF2 GOLGA8G HNRNPU GIT2 OGT CAB39 GOLGA8A BHLHE41 PLS3 TMEFF2 PTBP1 TRIL GEM LHFPL6 CTDSPL2 NPC1 PPP6R3 EIF2S1 ARL8B ADAMTS3 GNAI3 CYP1B1 AMBRA1 KCNJ2 RAB7A SH3PXD2A RAC1 CCNYL1 HNF1B LFNG PPP2R2C SGIP1 DNMT3A ZEB1 NTF3 KLF12 KLF10 ASXL1 ACACA ESRRG PCNP FXR2 KCNK2 FXR1 GOLGA6L9 ZNF217 DCAF7 PENK R3HDM2 MAP2 PARP6 MARCKS SMURF2 CEP41 RANBP10 HLF ELF2 ZNF532 GLRA2 SYNJ1 NAP1L5 ST6GALNAC5 AP1S2 EVI5 SLC23A2 QKI MYB ERRFI1 RAP2C ZFAND6 ARHGEF17 MXD3 MYCN BRWD1 CLIC4 NAB1 OSBPL11 USP25 PHLDB1 BPTF FHL1 NUFIP2 DGKA RIC1 LRRTM3 PPP2CA PKD1 SNAP25 FBXW11 BRMS1L PPP1R10 ELAVL2 VEZF1 RLF ATRX RPS6KA3 LRP1 DUSP1 RPS6KA2 ELOC NR5A2 LRP4 CDH11 LMO7 TBP RPS6KB1 CNOT7 TRMT9B CNOT6 ZIC3 RGL1 CNOT4 PRKAR2B ANK3 SMARCD1 PSIP1 LPAR1 PUM2 MTUS1 FNDC3B SCRT2 KCND2 NUDT4 FMR1 GABPA ZNF711 YTHDF3 PKIA SUPT20H DCUN1D1 GABBR2 PCMTD1 MFAP5 BAG6 SPTB PAM FGD1 HMGB3 REV1 VAT1L ANLN CNTFR SESN1 FBXW7 TUBB ZEB2 DDX3X DDX3Y FBXW2 DYRK2 ASF1A ARHGDIA CEP350 TAF4 PHACTR3 PALM2AKAP2 NIN TEAD1 NIPA1 PLK2 HDHD2 FBXO33 CACNA1C DNAJB6 DNAJB5 E2F3 IER5 NDST1 LEPR ARID4B BAP1 RBSN SDC2 ID2B IP6K1 SLC1A2 TRIM2 RTF1 S100PBP RHOA FAM219A NXPH1 SEC23A SMG8 NCOA7 PCDH8 PCDH7 CDK2AP1 PPM1F PPM1E NCOA2 CNTN4 ZFPM2 FHOD1 LCP1 OTUD4 NDN HS3ST1 EGLN1 PPM1B NFYA NR3C1 ARID2 TSC22D1 CHD9 HIC2 FAM8A1 TSC22D2 WDFY3 PDCD10 MBLAC2 CREB5 DACH1 PPP1R9B CILK1 RDH10 ID2 ACE2 HMBOX1 MEX3C SLC14A1 FEZ2 MEX3B MSL2 SYT1 NOG ADCY2 EFNA1 HS2ST1 ASAP1 RAB21 EIF2B5 OXR1 RECK EFNB2 NAV3 SRSF1 VASH1 SRSF2 RND3 MGAT2 BTF3L4 APPL1 ZC3H15 LAMC1 PRDM1 AMFR GPR146 DAG1 MMD MYT1 TMCC1 CALU PIN1 KRAS WIPF1 SERINC1 HNRNPH2 AEBP2 KLF9 SCD WAPL PTPN13 FOXG1 ATP2A2 SEMA6D EPS8 ETS1 RNF5 JAZF1 GOSR2 NYAP1 KLF4 NRP2 SCHIP1 C16orf72 SLC16A12 COPS8 GLI3 MTFR1 GOLGA7 TNFRSF11B PDPK1 KANK1 SEMA3F REEP1 MMD2 TUBB3 STX1A CCNJ FAM76B PDIK1L CDR2 ANKRD28 DACT1 NCS1 DENND5A SIAH1 ORMDL3 PIKFYVE YPEL2 PLCL1 CDK16 GPM6A BCL11B THAP1 BAZ2B CDK17 ETV5 SPTSSA GDI2 PTPRZ1 XKR6 YWHAB AFF3 XIAP ITPR1 SLC16A2 YWHAG PAPOLA CNEP1R1 PHF21B PHF21A TOB1 VLDLR CASR OCLN SLC6A1 TBK1 AMMECR1L CBX4 EIF5B UBQLN1 CERS6 KLHL3 GATA2 OLIG3 CLIP2 TARDBP GATA4 VEGFA PRKACB UBA6 NEGR1 WBP1L C6orf62 SCAMP1 LRP1B LYPLA2 BASP1 TBC1D22B PTHLH MAP4K3 SLITRK1 MAP4K4 TRAM1L1 TRIM33 TIAL1 NBR1 IGSF3 AKAP7 CSNK1G3 MIEF1 HSPA9 JAKMIP3 FGFR2 SLC38A4 SYVN1 SLC38A2 SOX1 SOX2 SSH2 CSMD3 NAPB SRF ZC3H6 MAP11 NPM1 B3GNT2 HECTD2 CLASP1 CLASP2 UBE2D1 NOVA1 FN1 MAFG PARD6B ZMYM4 RABIF LIN7B PM20D2 CORO1C KCTD8 NEDD1 SLF2 ULK2 RHOT1 KCTD15 RAP1B GARRE1 ZCCHC24 MPRIP PHF6 MBOAT2 FOXK1 TLN2 BMI1 PAK5 RANBP9 KCNQ4 INTS8 ARHGAP20 TOGARAM1 MSN KHDRBS1 CLIP1 EGR3 MPP5 ADIPOR2 DMRT2 TMEM70 UBE2I UBE2B NRIP1 FERMT2 ACVR2A CRKL SBF1 HIPK1 CFL2 FAM118B UBE2W MATR3 SMARCAD1 PPP4R2 CNN3 CTNND2 PLPPR1 NPTX1 CDYL ARPP21 BCAP29 PLPP3 AGFG1 NGEF NUP153 KRT80 ATXN1 MED13 SYDE1 SLC6A6 SULF1 CRH KAT2B NFIA ACATTCC_MIR1_MIR206 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACATTCC_MIR1_MIR206 CTTNBP2NL HNRNPK HMGN1 AGO1 CDK14 ADGRA3 GDF6 PDLIM5 EDN1 ATG13 CITED2 BDNF DDX17 PICALM EIF1AX HNRNPU SRSF9 BSDC1 OGT RARB BCL7A STC2 PTPRG TTC7B EFNB2 OLFML2A BSN POLA1 SRSF1 SRSF3 ZNF236 TMEM243 PIAS3 MNT TMEM178A TGIF2 VGLL4 HS3ST3B1 TRAPPC3 BLCAP CLCN3 PLPPR4 MIPOL1 HACD3 AKAP12 MMD AKAP11 DAAM1 TAGLN2 TMCC1 RIMS4 NUP50 TRA2B PHAX NR1H3 GIT1 GPD2 KLF13 OSBPL7 ACACA CELSR3 SMYD4 TKT DDX5 CYB5B SEMA6D SFRP1 WDR61 ETS1 ARF3 GRK6 TMOD2 TGFBR3 RIT2 MAB21L1 FAM91A1 ADAR NRP1 BACH2 ZMAT3 KDM2B BSCL2 GJA1 CPEB1 NAP1L5 RNGTT ACAP2 BAG4 SEC62 SMAP1 DNAJC13 ELOF1 ZNF146 SYNJ2 QKI ANP32B ARHGEF18 FOSB ARRDC3 WDR48 SS18 NCK2 PDIK1L ANKRD29 G6PD POGK HELZ2 ZBTB6 SRGAP2 MED1 YWHAZ KCNIP3 SLC39A10 YPEL2 CREM BET1 AZIN1 GCH1 ZFP36L1 KANK4 DGKG DHX15 AP3D1 DCAF12L1 SNAP25 USP33 C1GALT1 BCLAF3 RASA1 CPED1 SLC8A2 RRBP1 SETBP1 IGF1 NADK VEZF1 RICTOR FZD7 MEOX2 POLDIP3 SEC22B YWHAQ ZBTB4 GAS2L1 DGKZ CAAP1 SLC44A1 GNPDA2 AMMECR1L FGF14 AP1G1 HMGCR ZNF580 TSPAN4 TBP TSPAN9 GDAP1L1 UBQLN1 SLC7A6 DMPK TBC1D15 STARD7 SLC25A25 SLC25A22 RNF38 VEGFA CCDC141 DNAJC5 PUM2 SPRED1 WBP1L FNDC3A BPNT1 FNDC3B SMIM14 RSBN1L PSD3 BICD1 TNKS2 MAP4K3 RNF138 VAMP4 NOL4L VAMP2 HSP90B1 SMARCA4 SOGA1 FRAS1 SLC38A3 PBRM1 CPSF7 SNX2 TWF1 MEIS1 TIMP3 FBXW7 RNF165 SMARCB1 TFEC SLC35F1 JUND ZNF800 TMSB4XP8 RNF13 CREBL2 FN1 MSANTD2 MYO1E UST MET WDR6 PPP4R3B NR4A2 LIN7C ABCB7 FOXP1 CORO1C ATP7A HDAC4 HOXB4 RCAN2 NEXMIF EIF4E EAF1 PPIB SLC7A2 ZIC4 HIVEP2 FBXO33 HSPD1 KCTD13 MYLK PHF6 C2orf69 LRRC8A E2F5 PREX1 PAX3 CLTC CDC42 TRIM2 RSPO3 ZNF280D DLG4 MRTFA MAPKBP1 PHC2 IP6K2 OTX2 CDK9 KTN1 CDK6 UBE2H UBN1 NCL ATP6V1A EYA4 JOSD1 NCOA3 TPPP ARCN1 KHSRP C5orf51 NGFR MATR3 CPLX2 CNN3 MAL2 ADPGK SLC37A3 TSPYL4 ARID2 SEC63 TPM3 KIF2A HIC2 CEBPZ PAFAH1B1 TNPO2 COL4A3 PDCD10 UBE4A MAP1A MFSD14A CBL PHLPP2 ZNF827 ATG14 CREB5 ANXA4 PIP4P1 MON2 RSBN1 ANXA2 UBR5 SP2 SULF1 WIPF2 SH3BGRL3 MEX3C RNF145 AAGTCCA_MIR422B_MIR422A http://www.gsea-msigdb.org/gsea/msigdb/cards/AAGTCCA_MIR422B_MIR422A UHRF1BP1L AGO1 ALG3 MORF4L2 EDN1 MECOM BZW1 PRKAR2A FRMD5 GADL1 PIK3CA LRRFIP2 CALN1 DHX30 NT5E FNDC3B DSCAM VCPIP1 KIF14 RBBP5 GOLT1A CSNK1G2 STIM1 PTPRT NPAS4 SRSF3 C1orf21 NIBAN1 SYNE3 STXBP5 BACE1 APPL1 LUC7L3 HAS3 NEK4 NSD1 FMOD GNAI2 SSH2 ELP5 SOX6 SYN2 SRR HECTD2 PPP3CA PLAGL2 IQSEC2 GNAT1 ARGLU1 ASXL1 ACACA DLG2 NSD2 EN2 ZNF182 ZNF664 FOXG1 NTRK3 PAPOLB NEXMIF UPF3B GSPT1 SPEG ZIC4 JADE2 TMEM245 YWHAQ CREBRF PHF21A RAP1B CUX2 AAAGGGA_MIR204_MIR211 http://www.gsea-msigdb.org/gsea/msigdb/cards/AAAGGGA_MIR204_MIR211 ADCY6 RAB1A HOOK3 HS2ST1 ATP2B1 ZFP91 SIN3A MALL BRPF3 AUP1 MRPL35 MRPL52 EFNB3 PPARGC1A FARP1 FRY ADAMTS9 UHRF2 GAPVD1 RAB14 PRDM2 ARL8B RAB10 AGO4 RTKN2 DAG1 SERINC3 EPHB6 CTDNEP1 ARAP2 MAML3 SPOP SGIP1 PLAG1 DVL3 ARGLU1 NRBF2 KLF12 TRPC5 TGFBR2 ESRRG CELSR3 ABRAXAS2 EPHA7 DMTF1 NTRK2 FJX1 TMOD3 TCF12 MIR600HG RERE CCNT2 JPH3 ELF2 C16orf72 EVA1C NBEA LATS1 AP1S3 AP1S1 FAM160A2 DNAJC13 MAP1LC3B ANKRD13A REEP1 KDM2A ANGPT1 BRD4 SLC22A2 ZNF282 RAP2C EZR GRM1 ZCCHC14 ZNF335 ZDHHC17 DENND5A PRPF38B SGCZ ALPL USP6 DHH EDEM1 SUMO4 PID1 SUMO2 SF3B1 GPM6A BCL11B BCL2 BCL9L CHP1 BAZ2A TRIP12 BCL9 MLLT3 SSRP1 ELAVL3 RICTOR ITPR1 FNIP1 RPS6KA5 AP2A2 YWHAG RPS6KA3 NAA15 PHF13 EEF1E1 DCAF5 CHN2 TP53INP1 DNM2 ELMOD3 GABRB3 COX5A WNT4 HOXC8 SPRED1 ELOVL6 LPAR1 KMT2A SCRT2 SATB2 SOCS6 RPS6KC1 YTHDF3 WEE1 ELL2 SLTM SLITRK4 FAM120C CPD AKAP1 DCUN1D3 XRN1 FRAS1 SZRD1 KCNA3 SOX4 TRIAP1 ATF2 FBXW7 TTYH1 RUNX2 NOVA1 TMEM30A SEC61A2 RHOBTB3 ZNF423 CPNE8 P4HB CCPG1 TAF5 NR4A2 KCTD1 NEUROG1 KMT5A CORO1C CAPRIN1 MYO10 FREM1 DYRK1A RHOT1 ZCCHC24 ST7 METAP1 LRRC8D PRRX1 RBSN CDC42 CCDC120 RSPO3 FAM117B SHC1 DLG5 SEC24D KHDRBS1 CLIP1 KHDRBS3 SOX11 ESR1 NCOA7 PCDH9 ARHGAP29 MBNL1 HMGA2 CRKL FAM122B STXBP5 IGF2R ARCN1 KLHL13 GLIS3 ING4 APH1A SLC37A3 PPP3R1 KITLG NR3C1 CDH2 ADPRM TCF7L1 UBE2R2 HIC2 NPTX1 SPRYD7 MAP3K3 MMGT1 AP3M1 SMOC1 POU3F2 FBN2 TNRC6B CHD5 ZFC3H1 DTX1 CREB5 SIRT1 MON2 CDC25B WSB1 SLC17A7 MED13L ANXA11 GGA2 AATGTGA_MIR23A_MIR23B http://www.gsea-msigdb.org/gsea/msigdb/cards/AATGTGA_MIR23A_MIR23B RBPMS2 MEF2C VKORC1L1 WTAP HOXD10 CUL3 ADGRL2 MAP3K5 CLK3 HNRNPU TLK1 ZNF395 CAB39 FAS CCAR1 LRRC4 MYH1 MAGI1 MAP3K21 TTC7B MYH2 BTBD7 MYH4 TRIL HNF4G ADAMTS6 ZBTB18 TADA1 VGLL3 PPP2R5E ST18 RAD23B PLCXD3 ARF6 AMBRA1 SCAF4 GLYR1 SH3PXD2A DMBX1 ZEB1 TGFBR2 CELF2 ATP11B KCNK3 PCDH19 NKAIN2 FANCI ZBTB44 PKP4 TGFBR3 NACC1 MARCKS TNK2 NACC2 MAB21L2 TSHZ3 ELF2 NUAK2 NUAK1 MARCKSL1 ELF5 SYNJ1 NAP1L1 EIF3A PDIA6 NAP1L5 AUH SLMAP QKI WDR33 FOSB IL6R PPP4R4 RADX CCND1 BRWD1 SRGAP3 TMCO2 TBC1D9 ADGRG2 AZIN1 ZNF655 CIPC ZNF652 NUFIP2 PTK2B DHX15 CFAP47 CAPN6 MAGOHB DNM3 MAT2A ANKHD1 ZFP2 CEMIP2 FNIP1 DUSP5 PKNOX1 PHF19 NAA15 MCFD2 BNIP3L USP46 MPPED2 ZBTB2 HTR2C WDR20 LRP5 MTSS1 PRPF4B ATMIN STK35 ZIC1 OTUB2 CXCL12 IL11 CSNK2A2 MDFIC PDE4B DNAJC6 ZNF579 PUM2 LPAR1 XKRY2 ELOVL6 CIB2 MTUS1 MCM3AP FMR1 PKIA FAM234B CCDC6 VSNL1 RFX6 FBXO11 HSP90B1 CAMTA1 HMGB2 LRIG1 CCNG1 MEIS1 CCL7 MEIS2 RETREG3 AUTS2 ADRA2B ASF1A ZNF423 MRC1 PHACTR2 NIN MET PPP4R3B SLC6A14 TEAD1 NSD2 DBNDD2 SHANK2 DOCK3 EPS15 INTU LAMP1 PDE7A EBF3 OTUB1 SLC7A1 CFDP1 FAM222B C2orf69 NDST1 GPBP1 CTCF AMMECR1 MSMO1 GPC4 SPRY2 GGNBP2 CASP7 RTF1 S100PBP LBR SLC1A1 DLG2 SEC23A ZCCHC2 PTGER4 NCOA1 HOXC11 RRAS2 NCOA6 CA2 MAPRE1 CPSF4 NRGN UBAP2 BTAF1 CCK KITLG EGLN2 SETD2 ALDH1A2 TMED7 HMGN2P46 CHD7 PRDM10 SNX22 FBN2 KDM4A INPP5A MAF SNX27 FBN1 DACH1 RSBN1 TAB3 COL4A5 ERLIN2 SPOPL MEX3C RCN1 MSL2 HMGN2 VAPA PITPNA STAT5B HOOK2 PICALM WNK3 PPARGC1A TGIF1 GLCE GCC1 LHFPL2 COLQ HAS2 PRDM1 NEK6 BLCAP CLCN3 CDK5R1 SIRPA HOXA11 AKAP12 GRK2 ASB15 PLAGL1 STX12 STX17 CDC40 NUP50 LHX4 IDH1 MDFI KLF5 OSBPL8 FAM13B MAML1 RYBP NDFIP2 SMAD3 ARFIP1 ABRAXAS2 C12orf54 DLX1 SEMA6D TMEM131L GRK5 THAP12 PLAU KLF3 TMOD1 CCNT2 CPEB2 C16orf72 CPEB4 GJA1 WBP2 CHST10 DIP2C TRMT5 TGFA COL11A2 TOP2B TMEM263 PKDCC CCNH CD163 CTNNBIP1 RAB11FIP2 PAXBP1 ADAM19 FOXO4 CXCL5 BET1 XKRY CLDN12 SEC14L1 NPR3 BCL11B BCL11A FUT4 ETV1 RBM25 SGK1 DLGAP2 SPSB4 AFF1 XIAP YWHAG ATP6V1E1 PHF21B MICU3 PAPOLG TUSC2 SEPTIN3 PRTG TOP1 TBC1D15 DMXL1 STARD5 ANKRD50 ROBO2 UBA6 SLC4A4 TFPI2 SATB1 SATB2 CSNK1G1 SOCS6 RAI14 PPP1CB STK4 TNKS2 MAP4K4 FNBP1L CADM1 ZMYM2 CSNK1G3 SNRPC SNX5 SSH2 SUCO ATP6V1B2 GREM1 LIN28B GREM2 CHSY3 HOXA1 UBE2D3 HOXA3 B3GNT6 ENTPD5 UBE2D1 RUNX2 BORA LPP KMT5A TRIM63 PPIF HOXB4 GLS HOXB5 TMPO FOXK1 KDM6A NR6A1 CREBZF CBFA2T3 CBFA2T2 LGR4 PAK6 ARHGAP20 PLCB4 HMGXB4 IPO5 POU4F2 CHUK EGR3 NRXN3 SOX11 RUNX1T1 G3BP2 MPP5 ARHGAP27 PLPBP NRXN1 PALLD UBE2O EYA1 CHST7 HYKK NRK KPNA4 SMS KPNA1 DENND1B CALCR ING3 SPOCK1 GPRC5B TPM3 TRIB1 POM121 MAP3K3 MSI1 PPP1R12A HS6ST2 TNRC6B TNRC6A NAA50 FOXL2 B3GALT2 AKIP1 ANO4 ATXN1 WSB1 RNF43 TOX IRF1 IRF2 PPP1R13B CRK CACTGTG_MIR128A_MIR128B http://www.gsea-msigdb.org/gsea/msigdb/cards/CACTGTG_MIR128A_MIR128B ADCY3 SYT1 FAM126A ADCY2 LTBP1 SYT4 OTULIN RORB CCT3 MEGF11 WTAP MXI1 PRKX CITED2 PRKY DIRAS1 DIRAS2 ATXN10 LIN28A VPS4B ABHD17B PELI3 LSM1 MAP2K7 CDH24 RUNDC3A TMEFF1 VANGL1 VANGL2 STRN4 TRIL PTPRT EFR3A SGMS1 UBR1 NAV3 TMEM25 GLTP FAM155B CDIP1 GCC1 CTDSPL2 MGAT1 LHFPL3 RND3 C16orf70 PITPNM2 MAPK6 CD34 EIF2S2 MNT ARL8B ZNF385A HAS3 INTS11 C18orf25 HOXA13 MIPOL1 NEK2 MME TBC1D9B EPHB2 RIMS3 POGLUT1 SH3RF1 GAD2 TCF20 LETMD1 AMD1 GAD1 TENT4A FAM126B HIP1 PLAGL2 SREK1 MDFI DVL2 MGAT4B SASH1 KMT2A NRBF2 PAIP2 TGFBR1 PHB RYBP FXR2 DDX6 NTRK3 H3-5 DCAF7 SEMA6D KLHDC8A DCP2 DCP1A RGS6 H3-3B KLF4 RERE STEAP3 KCNAB1 ZBTB39 SHOC2 CCDC71 PDIA5 CANX RNGTT KCNK10 PTER PDPK1 EVI5 BAG2 SLC25A3 WASHC4 AGPAT4 ARHGEF6 PGAP1 ARRDC4 ARHGEF11 ELMO1 HAO1 SS18 AMER2 GNB2 XPR1 ZKSCAN2 NAB1 MOSPD3 RAB11FIP1 CCDC88A SRGAP2 FOXO4 MTDH CSF1 SLC39A13 IKZF4 YPEL3 COL3A1 CXCL2 NEO1 ZNF652 NXT2 TSTD2 ZFP36L1 SET STK40 MCRIP2 BCL11A SPATA2 GATAD2A APBA2 FAM177A1 BAZ2B PDHX MTMR4 FADS1 YWHAB ZNF24 SPTY2D1 PPP1R11 AFF4 PDE3A RPS6KA5 FAM78A NAA15 BCORL1 FBLN2 MAPK14 FAR1 NEUROD1 NHLH2 MPPED2 TMTC2 NEUROD6 ENAH SEPTIN3 FOXN3 SLC6A1 CTDSPL AMMECR1L WNT3A F13A1 STK35 RASGEF1B NCAN RPS6KB1 ITPKC CNOT6 CBX5 RGL2 RNF144A ERC2 ELOVL4 RNF38 UNC5D CCDC92 CTDSP2 ELOVL6 KAT7 PPP4C CA10 STK24 CA12 FAM184A SOCS6 STIM2 TMSB10 ARID1A ARID1B PPP1CC IRS1 TBC1D22B WEE1 ZKSCAN8 CCDC6 DCUN1D1 MAP4K5 IGSF3 GABBR2 RELN CPD DCUN1D4 MIEF1 SMARCA2 HMGB3 PPME1 SZRD1 TMEM132E TFEB NHS DAZAP2 UPF1 FOXQ1 TMX1 NIPBL CNR1 RETREG3 LMTK2 RLIM LRR1 SEC61A1 AXIN1 HECTD1 PTPN9 TAF4 ABCB9 PTPN5 PTPN4 SYNDIG1 SPTBN4 MIR1915HG SMG1 AK2 SETD7 CASC3 DMTN FURIN CORO1C UBE2E3 PDE7B PLK2 ARMC8 ULK1 NREP ITGA5 RAP1B FBXO33 LRATD2 CHRD UBE2E2 PHF6 E2F3 CLSTN2 NDST1 CDC14B ARID4B DPY19L3 ARHGAP12 BMI1 ARHGAP21 LBH GTF2A2 ACOT11 CABLES2 SV2A KIAA0232 MPP2 FAAP100 UBE2NL PFKM PRKD1 UBE2N ACVR2A SH2D3C C1orf21 MIER2 PPM1E CRKL CEMIP BTG2 IPO7 CA7 FRMD4A UBE2W ORC5 NGFR ZADH2 GPAM UBE2Z CABP1 NPTX1 ARPP21 NPTX2 ZC3H12B DCX PIK3R1 BAHD1 TNPO3 NAA50 INSM1 WDTC1 BMT2 DTX1 SAMD10 ZNF827 TMEM266 ISL1 SIRT1 RSBN1 LMBR1L UBR5 MED13L SP1 SP2 MED13 SP4 SH3BGRL2 MAPK8IP3 C11orf87 DERPC SPOPL ACTGAAA_MIR30A3P_MIR30E3P http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTGAAA_MIR30A3P_MIR30E3P MEF2C ADCY1 GDF6 HIRA DNAJB14 FOCAD SRSF4 CCDC74B IFT20 COL12A1 RARB PITX2 SH3GL3 UBE2J1 MECP2 FAM104A SUN2 MARK1 MAPK6 ZBTB18 MLLT10 RYR3 MNT FGF7P3 PPP2R5E VGLL3 RAB10 FGF7P6 ADAMTS5 LMNB1 ERBB4 ARF6 KRAS HEXIM1 CDC40 HNF1B LHX8 FCHO2 CDC37L1 HNRNPH2 FAM13B PAIP2 OSBPL6 CELF2 CREBBP ACACA FXR1 ABRAXAS2 NKAIN2 CCDC74A SFRP1 SAP130 IPCEF1 RGS7 RBMXL1 CLCN5 FGF7 UBE2G1 ZBTB21 PTEN CANX AP2B1 ZFYVE9 FRAT1 MACIR SEMA3C QKI ELAPOR2 CCKBR HERC4 ZFAND5 PATZ1 OSBPL11 SIAH1 NAA25 USP6 YPEL5 NRARP NPY2R ERMP1 BCCIP NUFIP2 FNDC5 LRRTM2 LRRTM1 PRKAA1 CYTH1 TCEANC2 STX3 DLG2 BIRC6 ATP1A1 RICTOR CNPY2 YWHAE ZNF22 MEF2D MEOX2 CSNK1E PAPOLG DUSP8 TOB1 RBM45 AP4E1 AP1G1 DBF4 NRCAM TOP1 CYRIA RNF141 USP32P2 ROBO1 PSIP1 RALA EIF1 NEGR1 DSCAM SCAMP1 USP1 SLC25A33 SIX4 CCDC6 SLITRK3 EP300 CSNK1G3 VAMP2 CAV1 PBRM1 KCNA3 TWF1 ELK3 NHS NR2C2 MED12L DBX2 FBXW7 DDX3X ZEB2 RAD51D TFDP1 SELENOW DHDDS EPAS1 RBMX BRCA1 FOXP1 LIN7A CAPRIN1 BAAT TOMM70 ZIC4 ANTXR2 DNAJB4 ARID4A FOXK2 PRRX1 INTS8 ZNF280B ACYP2 POU4F1 YOD1 KIAA0232 PIGA VCPIP1 EGR1 TBL1XR1 ZFX OTX2 RUNX1T1 FOXJ3 HMGA2 PURA EYA3 DNAJC27 MYT1L ORC5 LCP2 AHCYL2 SRSF10 GALNT1 GALNT7 ARPP19 AKAP9 NR3C1 TCF7L1 TSC22D2 SH3GLB1 TNRC6B C5orf24 TNPO3 APC DLST TMEM45B BMT2 CBL TSPAN14 MACROD2 POLR2M ATXN1 TMEM47 SP3 ISCU CTCAGGG_MIR125B_MIR125A http://www.gsea-msigdb.org/gsea/msigdb/cards/CTCAGGG_MIR125B_MIR125A TGOLN2 ADCY1 AGO2 MASP1 ATP1B4 PPP2R5C PAN2 SLC35A4 BAK1 BRPF1 DIRAS1 BRPF3 MIDEAS VPS4B PELI2 FAM53C TLK2 FOXS1 MAP2K7 KCTD21 ADAM9 TMEM161B GTPBP2 SGPL1 PHOX2B PTPRF SCN2B VANGL2 GRIN2A LIFR OLFML2A BSN TRIL DCTN1 KIAA1522 KMT5C ZNF236 PPP1CA GRB10 SSTR3 CGN CD34 PARP14 STC1 ZNF385A FCHSD1 PRDM1 MYO18A ADD2 ZNF76 TAF9B DAG1 CACNB1 ASB13 MYT1 PPAT SH3BP5L NECAB3 ADGRB1 LFNG PLAGL2 IQSEC2 DVL3 TSEN54 ESRRA ST6GAL1 ABR PTPN18 KLF13 OSBPL9 SLC38A9 DALRD3 UBE2L3 ETS1 TRPS1 SEC31B MAP6 SMURF1 ZFHX2 NCOR2 IST1 CPEB3 UBE2G1 UVRAG ANPEP ATP10D RFXANK CDR2L RTN2 LNPEP TRAPPC6B SERTAD3 USP12 ZFYVE1 NKAPD1 FAM118A ADAM11 CCNJ FLOT2 MEGF8 ZSWIM4 MXD4 MMP11 ZNF691 SEMA4F SEMA4C MAP3K10 KCNH7 SORT1 SEMA4B RETREG2 SEMA4D EIF5A2 RAPGEFL1 SLC27A4 MAP3K11 TRIM71 KCNIP3 RAB3D ABHD6 IKZF4 ABTB1 EPB41L4A MKNK2 ABHD3 KLC2 MLF2 ZBTB47 STARD13 MTMR3 CDK16 SET FAM131B NUP210 CSDE1 LIMD2 USP37 FUT4 BCL9L PCSK7 TBC1D1 ETV6 BAZ2A BCLAF3 GALNT14 SLC8A2 ARFGEF3 TBX4 XKR7 SNAI1 STAT3 FAM78A ASIC1 RABL6 PAPOLA HOMEZ RPS6KA1 NIBAN2 GANC MAPK14 JADE2 LRP4 ABCC5 TP53INP1 APOBEC1 IL16 AP4E1 PLXNA1 NCAN RBM7 CBX7 SLC7A6 NT5DC1 HOXC6 EIF4EBP1 CSNK2A1 SMARCD2 ANKRD50 VEGFA MED15 ELOVL6 ATOH8 SLC4A4 TMPRSS13 MTUS1 KHNYN FNDC3B PHYHIP SATB2 RET MADD PCTP LYPLA2 SOCS4 EIF1AD MIB1 DLL4 NEU1 SLITRK6 SPTB ASB6 PPME1 SYVN1 HMGB3 MCL1 MAMDC2 SZRD1 BMPR2 CDC42SE1 COPS7B ITGB3 TRIAP1 LIN28B SRF KCNS3 OAZ2 CORO2A VDR MEIS2 CRB2 DENND6A RETREG3 GGT7 FBXW4 MAP11 PPP4R3A TEF SCARB1 ENTPD4 CEP85 DRAM2 HCN4 BMF MEMO1 DIS3L2 DDX42 LRFN2 RAB8B NIN PODXL SUV39H1 ARID3B SMG1 NIPA1 CASC3 DOCK3 HOXB3 ITGA9 SLC4A10 SARM1 EAF1 ST8SIA4 SLC7A1 ULK3 HIVEP2 RHOT2 ANTXR2 RBM38 SLC25A15 MYLK DNAJB5 IER2 E2F3 DICER1 MAN1B1 RHOQ BAP1 ACER2 IP6K1 GPC4 RNF144B WARS1 LBH EMID1 PCGF6 GOPC KLHL24 LOXL1 CASP2 PHC2 VCPIP1 EVA1A LINC02145 SOX11 DYNLT3 TBC1D25 M6PR UBN1 ESYT1 SRRM3 TOR2A MFN1 MFSD13A NRM UBE2W CPSF6 TXNRD1 DPF2 GALNT7 TMEM168 NEFM ATP5MC2 UBE2R2 HIC2 ORC2 SLC39A9 SYN2 MSI1 PAFAH1B1 UBTD1 RNF121 LACTB CCDC71L ZBTB7A ALPK3 SAMD10 GRSF1 SIRT7 RUFY3 CNNM1 ATXN1 SLC17A7 SH3BP4 RNF44 SPEG WIPF2 DERPC IRF4 GGA2 RNF40 TACTTGA_MIR26A_MIR26B http://www.gsea-msigdb.org/gsea/msigdb/cards/TACTTGA_MIR26A_MIR26B ALS2 CTTNBP2NL JAKMIP2 LTBP1 PTGS2 MXI1 ACBD5 BAK1 EPC2 PLOD2 PHTF2 PELI2 DEPDC1B COL10A1 BHLHE40 ESCO1 PAN3 BCR ANKS1B ANKS1A VANGL2 PIM1 BTBD7 DCDC2 WNK3 C2CD2L MARK1 ADAMTS6 MAPK6 ZBTB18 SERBP1 PDGFRA HAS3 UBR3 NEK6 ACADSB PFKFB3 MTX2 STRADB NABP1 KCNJ2 TMCC1 LIF SH3PXD2A NUP50 KBTBD8 AQP4-AS1 OSBPL2 TRPC3 KLF10 WAPL CELF2 SMAD4 NDFIP2 PTPN13 CELSR1 ATP11C HGF SMAD1 KCNK1 ATM EPHA2 PCDH18 ZFHX4 RNF6 ZNF217 RGS4 MAP2 C9orf40 POF1B MAB21L1 CD200 RANBP10 RESF1 UBE2G1 EZH2 MITF EIF3A LCOR CARMIL1 NAP1L5 SENP5 RTN1 FBXL19 PTER CCNE1 STAC2 BOD1 SLC24A4 CLDND1 FANCA USP15 CCDC28A RPGR RAP2C ZDHHC6 DENND10 HERC4 MMP16 PLEKHH1 KLHL42 SRPK1 TMEM184B HAO1 INHBB EPB41L3 BRWD1 TAF12 TENT2 ADM CCND2 NAB1 SH3KBP1 KCNH7 PATZ1 OSBPL11 ADAM19 USP25 ARL4C SRGAP1 YPEL1 MTDH USP3 FAM98A MKNK2 ABHD2 ZDHHC18 XKRX NAMPT AMPH PEDS1 PPP3CB TBC1D4 SLC4A7 USP37 BAZ2B PDHX ACSL3 TTC13 RBM24 IGF1 ATP1A2 FNIP1 PCK1 CEMIP2 RLF DUSP5 COL19A1 NAA15 RPS6KA2 PTP4A1 GSK3B AMOT PHF21A ZNF462 CMTM4 HPGD PHLDB2 VLDLR TOB1 HTR2A ASPN SHTN1 GABRB3 EIF5 STYX JAG1 SRP19 COX5A CBFB ERC2 DMXL1 NCEH1 CCDC141 PITPNC1 STK39 SLC4A4 CSNK1G1 CHAC1 FA2H ENC1 PSD3 GRHL3 YTHDF3 RELCH MIB1 CCDC6 AKAP6 NFE2L3 VAMP1 EP400 KALRN NUS1 FBXO11 REEP4 WNT5A FGD1 SLC38A2 MCL1 MRAS SSH2 TWF1 NHS ATF2 BLOC1S2 MOB1A HOXA5 HECTD3 STRBP CLASP2 SSX2IP UBE2D1 CEP350 SYT10 NTN4 SACS INTU NEXMIF FAM136A ITGA5 ULK1 ST8SIA4 ULK2 SALL1 PNRC1 RAP1A CREBRF ZCCHC24 CACNA1C SLC25A16 ZNF410 PHF6 E2F7 CREBZF ARHGAP17 AMMECR1 PAWR LGR4 ACVR1C LARP1 KCNQ4 PAK2 CAMSAP1 RTF1 DLG5 PLCB1 SLC1A1 NOL4 ALDH5A1 ZFX G3BP2 PCDH9 CDK6 HMGA2 HMGA1 PRKCD SLC7A11 NRIP1 DAPK1 PURA EIF4G2 MAN2A1 LARP4 CDK2AP1 CHFR ATPAF1 CPSF2 KPNA2 OTUD4 SPOCK2 USP9X CTNND2 PPP3R1 ARPP19 PALMD ARID2 TRIB2 SNN POM121 TMEM33 ZNF608 EHD1 GTF3C2 TNRC6B TNRC6A APC FAM120A PLP1 SLC12A2 UBE4B TMEM200B SLC22A23 TAB3 MED13L ERLIN1 LSM12 LSM11 SH3D19 RCN1 MEX3B RCN2 TCTATGA_MIR376A_MIR376B http://www.gsea-msigdb.org/gsea/msigdb/cards/TCTATGA_MIR376A_MIR376B AGO2 ENAH PTGES2 NRP1 NDST1 SLC6A1 GRIK2 VPS54 CAPZA1 GRIK5 PDIA6 GRIN3A TRIM13 SIDT2 KCNIP2 PTMA ZIC3 RAB1A INSIG2 ANK2 GPC6 CASP8 PDE8A RBMS1 NFKBIZ KHDRBS3 ROCK2 ADNP MBD5 SGMS1 NUP58 BCL2L11 FERMT2 BRWD1 TRIM35 LARP4 HES5 SYNE3 HNRNPA0 CSNK1G3 KPNA4 VHLL LAMC1 SLITRK6 SMARCA2 RAPGEFL1 SEPTIN7 FBXO11 ZMYND11 USP6 CNIH1 BPTF DSCAML1 COPS7A ATP6V1G1 GRAMD2B UBE2D2 EFCAB14 NIPBL FAM131B CRISPLD2 RPL5 PEX12 PLAG1 ZBTB7A CEBPB TM2D1 GPR180 RYBP PPP1R10 MACROD2 SETD7 SCOC ZNF663P CAPN3 CELF4 EIF4B ABRAXAS2 SLC4A10 PLEKHA5 DLX5 BNC1 DCAF5 CUX2 NFIB GTATGAT_MIR154_MIR487 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTATGAT_MIR154_MIR487 ENY2 C6orf120 TSHZ3 GDA KDM6A STYX CLK1 RNF220 BMI1 TOP1 RNF38 RHOA SPRED2 SEMA3C PUM2 ASAP2 RC3H1 KCNMA1 ZNF281 MAGI2 ANKS1B PIK3C2B FMR1 STIM2 PDE4D ARID1A PPP4R4 NSMCE4A RBBP6 TMEM184B KIAA1217 ILRUN NPTN KPNA3 AGO4 YTHDC1 CHKA SNX6 PPM1A CSMD3 AZIN1 IFFO1 ARID2 TRIB2 SNRNP40 GAD2 ZEB2 GPM6A CNR1 GALC ETV1 ABCD4 HNRNPH2 VEGFD DNMT3A ZMYM4 SMAD7 NLK ACACA TEAD1 ATP11C SIRT1 UBE2Q1 CAPRIN1 RNF44 SP1 SP3 DYRK1A CREBRF RFX3 CAGTGTT_MIR141_MIR200A http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGTGTT_MIR141_MIR200A DLC1 ATP1B1 SYT4 HNRNPF PDS5B STAT5A PITPNB STAT5B STRN GRIN3A ITSN1 INO80D CUL3 CD47 H2AZ1 OGT RARB CAMSAP2 BHLHE40 PITX2 TMEFF1 SCN2B ZNF644 PTPRG MDGA1 SIPA1L2 MECP2 HMG20A CTNNA1 SPAG9 ZBTB18 JUN BACE1 VSIG8 SUPT6H FBXL2 FUS RAD23B CDV3 IRF2BPL CFAP20DC HOXA11 PPT2 DMWD KCNJ2 CALU WIPF1 LHX6 SERF2 TRAM1 OLFM1 PLAGL2 PLAG1 PHYHIPL KIF3A MAP2K4 WAPL ASXL1 ESRRG ACACA STIMATE AGFG2 DDX5 EPHA2 SEMA6A PCNX2 EPHA7 TULP4 ATP2A2 JAZF1 TCF12 SOBP PDZD2 CDC42BPB NRP2 TSHZ3 HLF NRP1 ELF2 SLC20A1 CCNE2 DIP2B DNAJC13 SLC23A2 SLC25A3 QKI ERRFI1 ASTN1 RAP2C ARHGEF18 ANP32E RPH3AL MBD5 MMP16 LENG8 ATL1 MYRIP TAF12 PSEN1 SIAH1 OSBPL11 WDR44 STEAP2 DOLPP1 CSF3 RBM33 RABGAP1 YPEL5 IKZF5 GPM6B AK4 NAMPT TENT5C STAT4 PPP2CA CHP1 EXOC5 CDK17 ELMOD1 SIM2 CSNK1A1 BRD3 TRHDE XKR7 ELAVL2 MARCHF7 DUSP3 YWHAG TFRC WDR26 SLC16A7 YAF2 SFPQ PTP4A1 RAB38 APBB2 SEC11A TP53INP1 MTSS1 SIK1 FOXN3 THRB STK35 CNP RBM7 CXCL12 MOB3B TGFB2 TTR ERC2 TOP1 ST3GAL3 DMXL1 CSNK2A1 OLIG3 NUDCD1 GATA6 PAPPA PGRMC2 PRKACB RBMS1 TMEM135 NMNAT2 IRS2 CCDC177 YTHDF2 LYPLA1 ARNTL YTHDF3 BICD2 TNKS2 TNS3 MIB1 STX2 TIAL1 LUC7L3 CSNK1G3 TFAP2C CPD DCUN1D3 VPS26B SEPTIN7 ANKFY1 KALRN FGFR2 PHLPP1 SNAP91 GRB2 DRD2 RMND5A SOX5 ARPC5 ATP6V1B2 NR2C2 SRC TCERG1 TTBK2 ZEB2 TTYH2 MTPN CNR1 B3GNT2 CLASP2 RUNX1 DIXDC1 LPP FOXA1 SPRYD3 NSD2 FOXP1 HOXB4 HDAC4 ATF5 C16orf87 TSC1 HOXB5 CREBRF ZCCHC24 LRATD2 MYH10 PTGES3 E2F3 PRELID3B CDC14A LRRC8A BAP1 PEX5 DEK PDCD4 GPC2 ACOT7 MAP7D1 FRMD6 PCGF3 RTF1 POU4F1 TM9SF4 SLC1A1 IGF2BP2 TBL1XR1 ZCCHC3 KHDRBS2 SOX11 STXBP1 PCDH9 PCDH8 MBNL1 NRXN1 ZFR KIF1C MYT1L C1orf21 ATP6V1A ACVR2A PPM1E KLHL18 HIPK1 HOXC13 STXBP5 FRMD4A PPP1R15B KPNA3 EPN1 MDM1 PPP2R2A CALCR YTHDC1 RTN4RL1 UBE3A FKBP5 USP9X CTNND2 MINDY3 RNFT1 HIC2 ATAT1 CHD9 CYP26B1 KIAA0408 SLC39A9 C2orf42 ZNF609 CDK13 PAFAH1B2 TNRC6B FAM168B GLRX BAHD1 WDFY3 CEP120 SNX27 PHLPP2 CBL NFASC AMPD2 SIRT1 CDC25A ATXN1 WSB1 CELF6 RNF44 SLC6A9 SON SLC17A6 MED13L DR1 ATXN7 SP4 EVI5L RNF145 AGTTCTC_MIR146A_MIR146B http://www.gsea-msigdb.org/gsea/msigdb/cards/AGTTCTC_MIR146A_MIR146B NRP2 PRX SYT1 THRB ZNF532 KDM2B HNRNPD VASN RPS6KB2 CASK LRRC15 SRSF6 PCDH1 ARHGAP6 PSMD3 RARB RNF31 IRAK1 CCDC117 ZFX RUNX1T1 ZNF512B MMP16 NPAS4 EIF4G2 HIPK1 STC1 PTGFRN BIVM TM6SF2 USP3 OBSCN-AS1 IVNS1ABP HIC2 NUMB SNX22 STRBP PHF20L1 TRAF6 SEC23IP NOVA1 DTNA CFAP47 KLF7 DLGAP1 POLR3H STX3 CELF2 PTPRA SMAD4 ELAVL1 THUMPD3-AS1 BCORL1 HMBOX1 JAZF1 CD79B KCTD15 SP8 TUBA4B TAGGTCA_MIR192_MIR215 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAGGTCA_MIR192_MIR215 CCNT2 ZNF536 RABGAP1 MIPOL1 ARFGEF1 ALCAM SRSF6 ADGRL3 LPAR4 PPP1R3D NIPBL OLIG3 DDX3X ZEB2 BHLHE22 DYRK3 FAM229B LRRFIP1 MSN FNDC3B MTMR4 TCF7 AQP4-AS1 B4GALT2 CBL MECP2 RB1 RICTOR GRHL1 KLHL42 PCDH19 DDX6 NRIP1 CTNNBIP1 C1orf21 DBT ACVR2A ARHGAP36 LARP4 PKP4 DYRK1A RAB2A TMTC3 H3-3B ILRUN WDR44 BLCAP ATGTAGC_MIR221_MIR222 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGTAGC_MIR221_MIR222 MSL2 SHTN1 EIF3J SNCB VAPB MYLIP CBFB RAB1A KLC1 KANSL1 INSIG1 RALA OGT FNDC3A INA RSBN1L FMR1 UBE2J1 LIFR ARID1A PPARGC1A FAM13A VASH1 SUN2 DCUN1D1 SLC25A37 ZNF385A VGLL4 ASB7 CDV3 CASZ1 EIF4E3 GNAI2 MEIS1 TIMP3 KIF16B C3orf70 PCDHAC2 TMCC1 RIMS3 PCDHAC1 ARNT SBK1 ZEB2 HECTD2 PCDHA10 PCDHA11 PCDHA12 PCDHA13 AXIN2 ANGPTL2 BMF NOVA1 LRFN2 CPNE8 CLVS2 KMT2A NTF3 PAIP2 PAIP1 OSBPL7 ACACA SHANK2 MIER3 CDKN1C MYO10 PHF2 CDKN1B SEMA6D ETS1 TRPS1 ETS2 DYRK1A ARF4 TCF12 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHA2 PCDHA3 PCDHA4 PCDHA5 CREBZF FAM214A CTCF PCDHA1 AMMECR1 NAP1L5 FOS DNAJC14 RALGAPA1 QKI PAK1 IGF2BP2 ADAM11 HMGCLL1 KHDRBS2 POGZ PKDCC TLNRD1 DMRT3 ESR1 NSMCE4A PURA FERMT2 HOXC10 HIPK1 MAP3K10 FOXN2 NRK ZFPM2 ZADH2 KSR1 EIF5A2 NAA25 MIDN PPP6C IRX5 PPP3R1 BICDL1 PLPPR1 FAT2 SYBU CDK19 DCAF12 CD4 AGFG1 RBM24 PDCD10 NLK ATP1A1 ANKHD1 MAPK10 VEZF1 DACH1 ATXN1 TOX YWHAG IRF2 ACTGTGA_MIR27A_MIR27B http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTGTGA_MIR27A_MIR27B RBPMS2 FAM126A HNRNPF PDS5B ITSN2 CLK1 DIRAS1 BRPF3 AQP11 CAB39 TLK2 MAP2K7 CDH24 STAG1 RUNDC3A RXRA ZHX1 LIFR SIPA1L3 ELFN2 TRIL PTPRT TMUB1 GLTP PITPNM2 EIF2S2 ST14 ZZZ3 ZNF385A CACNB2 C1orf52 RPGRIP1L ARFGEF1 POGLUT1 SH3RF1 TRAPPC8 KBTBD8 SREK1 DVL2 ARGLU1 TGFBR1 PHB MAP2K4 STIMATE NXF1 ATP11C PCDH17 NEURL4 KCNK2 MIER3 H3-5 RGS1 RGS6 MARCKS H3-3B GLRA2 CCDC71 PDIA5 ST6GALNAC3 EVI5 WASHC4 QKI SERTAD2 NKAPD1 PGAP1 PLEKHH1 FOSB ELMO1 EPB41L1 PLEKHH2 MTMR10 ZKSCAN2 GREB1L SRGAP2 MFSD2A REPS1 CSF1 MKNK2 INPP5J GNG12 IFFO1 CIPC PDHX SNAP25 MTMR4 FLRT3 HAPLN1 FLRT2 SPTY2D1 PDE3A TRIM23 CAPN3 DOT1L RPS6KA5 DUSP5 NAA15 BCORL1 USP46 HBEGF NR5A2 USP42 CDH11 ENAH FOXN3 CAPZA1 RPS6KB1 CNOT7 HLX CBFB RGL2 RNF144A ANK1 ANK2 RPN1 CCDC92 CTDSP2 STK39 FRS3 UNC5D LONRF1 INSR EGFR STIM2 TMSB10 IRS1 PKIA WEE1 DLL4 RNF139 AKIRIN1 RELN NFE2L2 SMARCA1 DCUN1D4 CAMTA1 HMGB3 LITAF ADORA2B SZRD1 UBE2V1 KCNA6 ABCA1 NHS CCNG1 ECE2 RO60 FBXW7 MEIS2 LPAR6 RETREG3 SLC35F1 ZNF800 HCN4 B4GALT3 CCM2 ABCB9 VAV3 EPB41 MOB1B UNKL CACNA2D3 PDE7B TSC1 ARMC8 PLK2 EBF3 FBXO30 CREBRF FBXO33 E2F6 E2F7 SPRY2 CDC42 SLC1A2 COLGALT2 LBH NDUFS4 CABLES2 PTGER4 LIMK1 OTX2 NCOA7 MBNL2 EDAR UBE2NL SLC7A11 PGM2L1 EDEM3 DNAJC27 SH2D3C MAN2A1 ATP6V1A C1orf21 NCOA1 PPM1E CA7 NCOA5 KDM3A ORC5 JMJD1C GPAM ACVR1 VIP GALNT3 GALNT7 CABP1 BRSK1 ARID2 CDH5 LPCAT1 TMED5 ADAMTS10 APPBP2 DCX EHD3 WDTC1 SAMD10 CREB1 PHLPP2 TMEM266 ISL1 UBE2Q1 TAB3 UBR5 ID2 SH3BGRL2 WIPF2 APAF1 RNF111 ADCY3 SYT1 AGO2 ADGRG6 LYPD3 PDLIM5 ADCY6 OTULIN CD2AP PRKX ATP2B1 PRKY EIF6 ATXN10 BEX3 MTURN RARA MATN3 VANGL1 VANGL2 MEPCE UBR1 SGMS1 SRSF1 TMEM25 FAM13A GCC2 CDIP1 VEGFB RND3 NAV2 PDGFRA NEK6 CLCN3 HOXA13 NEK2 FOXO1 MMD CSRNP1 NABP1 MYT1 TMCC1 RIMS3 EPHB2 LIF STX16 HOXA10 AGRN FAM126B HIP1 PLAGL2 MDFI PLAG1 RGPD5 NRBF2 KMT2A AFAP1 RYBP EN2 SEMA6A HYOU1 ZFHX4 SEMA6D SFRP1 PLPPR5 DCP2 GOSR2 RAD54B CLCN5 NRP2 FAM222A PPARA CPEB3 CPEB4 PPARG NKAIN1 ZBTB39 RNGTT EDNRA PDPK1 CYP39A1 DNAJC13 BAG2 NR2F6 AGPAT4 CCNK CCNJ TLNRD1 FAM133B ARRDC4 MBD2 CDS1 ZDHHC17 MOSPD3 ADAM19 RAB11FIP1 SLC39A11 SLC39A13 YPEL3 NEO1 NXT2 NETO1 ZFP36L1 STK40 GATAD2A SPATA2 BCL3 APBA2 CDK18 CD28 DTNA TBX5 AFF4 YWHAB PEDS1-UBE2V1 FZD7 SOWAHA DKK2 FAM78A MAPK14 GOLM1 GFPT2 MICU3 TMTC2 NEUROD6 CIT C6orf120 SEPTIN3 SLC6A1 GABRB3 THRB AMMECR1L WNT3A ITPKC KLHL4 FAM193B HOXC6 GATA2 TMEM9B STARD7 PAPPA LZTS3 RNF38 PPP4C SS18L1 SATB2 CSNK1G1 CA10 FAM184A CA12 SOCS6 NPEPPS PPP1CC ELL2 GNS SLITRK1 PSMA1 CADM1 SLC38A4 PPME1 GRB2 RMND5A SUCO PAQR9 GREM1 EEPD1 RLIM CRACDL RUNX1 PLXND1 NOVA1 PARD6B PTPN9 PTPN3 MIR1915HG AK2 CASC3 KCTD4 FOXP4 FOXP2 HOXB3 RCAN2 NEDD4 HOXB8 NREP ITGA5 PRICKLE2 ZCCHC24 CHRD SGPP1 DPY19L3 CBFA2T3 ARHGAP12 PAK6 BMI1 ACOT11 SV2A SLCO5A1 EDRF1 SOX11 UBE2F NRXN1 NCBP3 CHST1 NRIP1 UBE2N EYA4 ACVR2A EYA1 MIER2 MANEAL CEMIP BTG2 PANK1 URGCP UBE2W NRK NGFR ZADH2 PNKD KPNA3 ING5 HERC2P9 RNFT1 POM121 N4BP1 NPTX2 MSI1 POU3F2 SCAF11 BAHD1 NAA50 UBE4A NFASC ZNF827 MED14 RUFY3 TAPT1 WSB1 SP1 MED13L GSPT1 SYDE1 LSM12 MAPK8IP3 IRF4 TGCACGA_MIR517A_MIR517C http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCACGA_MIR517A_MIR517C SMIM14 ACACA BSN NPAS4 AMMECR1 FOXJ3 SRSF1 TMCC1 SLITRK1 CBLN2 CDKN2A PHF13 PTK2B HNRNPU AKIRIN1 SMG7 DBN1 RAPGEFL1 TTTGCAC_MIR19A_MIR19B http://www.gsea-msigdb.org/gsea/msigdb/cards/TTTGCAC_MIR19A_MIR19B TGOLN2 DLC1 CCDC126 GDA SLC9A6 CCSER2 HNRNPF SLC9A2 MYLIP ITSN1 ACBD5 ESRP2 EPC2 CCN2 HNRNPU FOXF2 PHTF2 VPS4B OGT CAB39 PPTC7 ARC MAGI2 PTPRG RXRA GRIN2A BTBD7 MECP2 BSN SPIRE1 NME7 PITPNM2 MAPK6 PPP6R1 ZBTB18 PPP6R2 F3 BACE1 PPP2R5E VGLL4 DCBLD2 ZNF518A ADSS2 RALGPS1 ERBB4 KCNJ2 ARFGEF1 PFN1 ARIH2 KBTBD8 ASXL2 ARGLU1 KIF3A SPHK2 KLF13 KLF10 PCDH10 TGFBR2 ATP11A SFMBT1 MIER3 ZNF217 TRPS1 DHX40 SLC9A1 TSHZ3 HLF ATP10A NBEA PHF20 RTN1 LNPEP SLMAP SNPH KDM2A SPART MACIR QKI RAP2C ZDHHC7 ADNP FLNC ARHGEF12 MYCN INHBB WDR47 BRWD1 EREG TENT2 CCND2 SRGAP3 KIAA1217 WDR44 RAPGEFL1 CLOCK CCDC88A ZMYND11 BPTF TBC1D8 LIN9 INO80 MYCL GPCPD1 PTK2B MCRIP2 LIMD2 EXOC5 ACSL4 PHLDA3 USP33 USP32 MB21D2 CS IGF1 ELAVL1 PHF12 ATRX FEM1C MEF2D MPHOSPH9 PKNOX1 WDR26 PHF13 RASSF1 PTP4A1 BNC2 NSD3 ZBTB4 MPPED2 DSEL LRP2 WDR20 SHTN1 PRC1 STK38 AP1G1 STK35 FAM114A1 CNOT7 CNOT6 RGL1 CBFB CNOT4 SMARCD2 USP32P2 ST3GAL5 ELOVL5 MIER1 MDFIC B3GALNT2 FBXO28 S1PR1 LONRF1 FNDC3A EDARADD NCALD FMR1 ACTN1 YTHDF2 ZNF711 WEE1 ZNF3 RELCH MIB1 PDE5A TESK2 NPTN LRRK1 SMARCA2 CAMTA1 NOCT TNFRSF12A KCNA4 BMPR2 LRIG1 CNTFR ST8SIA3 ABCA1 NHS TTYH3 DDX3X ZEB2 RNF165 SLC35F1 DDX3Y PCDHA10 PCDHA11 ZNF800 PCDHA12 PCDHA13 DNAJA2 CEP350 B4GALT5 CLIP4 TAF4 CCM2 RAB8B SYT11 NR4A2 SPRYD3 NIPA1 GPR137B ABCB7 SHANK2 DOCK3 EPS15 HDAC4 PDE7B TSC1 ARMC8 ST8SIA4 PNRC1 CREBRF DNAJB1 CACNA1C PRRC2C DICER1 E2F8 ARID4B RAI2 ID2B LBH RHOB IMPDH1 ESR1 CCNL1 MBNL2 MID1IP1 MBNL1 PGM2L1 SDC1 PRR5L ZFYVE26 IGF2R ZFPM2 PATL1 EPN2 ADAMTS18 BTAF1 SNX17 JAKMIP1 LCLAT1 IVNS1ABP PMEPA1 ANXA7 SMOC2 SMOC1 TOR1B PARM1 WDFY3 BMT2 CEP192 SNX27 PSAP DPYSL5 TSPOAP1 GRSF1 RAF1 ID4 RNF145 RNF111 SYT1 ADCY1 AGO1 ADCY7 SNIP1 STAT5B SRSF6 ATP2B2 ZFP91 TRAK2 PRRT3 RAPGEF4 ASAP2 PITX1 RAB21 EFNB2 EMX2 FAM234A NAV3 TGIF1 BTF3L4 C16orf70 RAB18 ATP2C1 CGN LRCH2 APPL1 DBN1 BLCAP ENPP5 PFKFB3 DAG1 EPHB3 OCRL PEX5L MLEC C3orf70 LIF PLAA MACF1 CD69 CEP170 SLC31A2 FBXO8 OLFM1 ABR NRBF2 SMAD5 DENND1A NDFIP2 ARFIP1 DDX6 DLX3 RNF2 WDR45B GRK6 FAM43A NRP2 PCDHA6 CCNT2 PCDHA7 PPARA PCDHA8 PCDHA9 RAB5B PCDHA2 PCDHA3 PRUNE2 FASTK CPEB4 PCDHA4 PCDHA5 VPS37A GJA1 VPS37B PCDHA1 WBP2 DNAJC16 SLC24A4 SLC24A3 ANKRD12 ZFYVE9 GSKIP MBD6 SPEN ARRDC4 ARRDC3 RBBP8 SLC26A7 GRM7 SEMA4C RIN2 ADAM12 MAP3K14 MAP3K12 USP6 ZBTB10 GULP1 ZDHHC18 KIT TENT5C TENT5B CYLD SPATA2 BCL3 ETV1 HBP1 CC2D1A MLLT6 ELMOD2 DTNA SPTSSA FZD8 RAB2B SGK1 AFF1 ITPR1 COL19A1 ADCY9 MAPK14 RAB34 NEUROD1 BAMBI TP53INP1 CALM1 CAST TBK1 CHMP4B SKIDA1 CBX1 CBX7 WNT1 WNT3 MIGA2 RNF38 RBMS3 ROBO2 WBP1L RBMS1 CSNK1G1 SOCS3 SOCS1 SOCS5 ELL2 SUZ12 CBLN2 TRIM33 IGSF3 AKAP1 SEPTIN7 PLXNC1 SOX5 SOX4 SOX6 ATP6V1B2 NAPB ELK3 PCDHAC2 PCDHAC1 CSMD1 TMEM63B MED12L KCNS2 UBE2D2 DENND6A RNF11 RUNX2 MEMO1 ATL2 RUNX3 CREBL2 RHEBL1 RFX4 LPP FOXP1 RAB33B TXNDC12 UCP3 ITGA6 MOSMO PRICKLE2 RFX1 RAP1A RAP1B WDR1 ATG16L1 GET3 CADM4 NPEPL1 SOX21 HECW2 TLN2 CLTC REEP3 ARHGAP12 PAK6 ARHGAP21 SLC48A1 ARHGAP5 CAMSAP1 ARHGAP1 TOGARAM1 POU4F1 SV2A PLCB1 TNIP1 KLHL20 VCPIP1 KHDC4 CLIP1 UBE2A G3BP2 ADIPOR2 MINK1 CHST1 PSD HIPK1 BTG1 SBF2 NRK KPNA4 KPNA3 ARPP19 SCARF1 PLPPR1 NPAS2 MMGT1 C2orf42 MFSD6 SYBU CDK19 TGM3 ZNF609 CDK13 POU3F2 TNRC6B PIK3R3 TNPO2 SLAIN1 TNRC6A ANO1 MED26 ANO3 L3MBTL3 ATG14 UBL3 MON2 ATXN1 MED13L SLC6A8 RIMKLA SULF1 LSM12 SH3D19 EVI5L IGFBP3 ACTACCT_MIR196A_MIR196B http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTACCT_MIR196A_MIR196B SLC9A6 OSMR SYT9 AQP4 CASK TNFSF12 SSR1 RGL2 HOXC8 EPC2 PLPP6 CLK2 GATA6 SFSWAP LIN28A GCNT4 SCRT2 SMCR8 IGDCC4 LRP1B MECP2 C14orf28 SOCS4 ODF3B TRERF1 NME4 MAP4K3 UHRF2 DOC2A RCC2 RIOK3 PPP6R2 VSNL1 COL1A2 PDGFRA SDCBP CPD COL1A1 COL24A1 MIEF1 CDV3 CNIH1 EXOC3L1 PAQR3 LIN28B NR2C2 HOXA1 PPP1R16B HOXA5 DENND6A HOXA7 DCAF15 PCYT1B DNAAF3 SLC31A1 MGAT4A ABCB9 GAS7 DOCK3 PCDH19 EPS15 EPHA7 DCAF7 CDKN1B COL14A1 HOXB7 RNF5 SMARCC1 HOXB6 PARP6 CHRD RANBP10 RBM26 BACH1 LTN1 SCHIP1 ZNF385B OPCML ELF4 DICER1 NAP1L1 CCM2L LRRC17 ACER2 CBFA2T3 TSPAN12 CCDC93 WDR37 RSPO2 YOD1 RANBP2 IGF2BP1 USP15 IGF2BP3 NKAPD1 ZCCHC3 CCNJ SOX11 OTX1 SOX12 ARHGAP28 CCDC47 GAN HMGA2 HMGA1 LCORL LCOR ACVR2A MANEAL LARP4 NRK PYY2 PPP1R15B ING5 ZMYND11 BLOC1S6 CPM NRARP PPP1R12B COL3A1 SNX16 RDX ZNF655 GPCPD1 ZDHHC21 CDYL HAND1 DDX19A DDX19B ACSL6 ERG SLC8A2 KATNBL1 BIRC6 RICTOR TSPAN18 FNIP1 NRAS ADCY9 SPINDOC ERLIN2 CALM3 PBX3 LRP4 GGA3 TTGGAGA_MIR5155P_MIR519E http://www.gsea-msigdb.org/gsea/msigdb/cards/TTGGAGA_MIR5155P_MIR519E EFNA3 SLC9A2 MAEL FSTL1 ITSN1 IQGAP1 MTHFD1L ZFP91 EPC2 CLIP2 LZTS3 PUM1 CAB39 SLC4A4 NUP35 KHNYN KMT2A SGPL1 KCND2 RBL2 CSNK1G1 HNRNPUL1 EMX2 BSN YTHDF2 ARID1A SRSF1 FAM155B TACC1 UHRF2 RIOK3 MTF2 ZNF436-AS1 PDGFRA OPHN1 DCUN1D3 FGFR2 FRAS1 C18orf25 HOXA1 DDX3X DDX3Y CLUHP3 AUTS2 UBE2K DIS3L2 PLAGL2 OSBPL3 TGFBR2 NSD2 PM20D2 KLF14 DONSON ABCG4 KCTD7 NOTCH2 ZBTB44 ETS1 ULK2 RAB2A MARCKS RAP1B SCN8A LRATD2 CLSTN2 ZFAND4 CPEB2 GABBR1 AP3S1 SYNGR1 ZNF207 DGCR2 ALKBH8 RWDD4 CLCF1 C2CD6 APLN SERTAD1 GK5 CCN1 ARHGEF3 TMEM263 RAP2C SOX12 G3BP2 HERC4 UBE2H ARRDC3 UBE2B SLC7A11 NCOA1 NCS1 BTG2 CHSY1 MOSPD2 MAPRE1 GREB1L UBAP2 KPNA1 EPN2 BICRAL NDUFAF5 AHCYL2 AAR2 HERC2P9 RPP14 ZFP36L1 MCUR1 SUMO2 POM121 QSER1 MSI1 POU2F1 ETV1 ETNK2 NFATC4 MLLT6 DCX SNAP25 TNPO1 GDI1 CEP192 SOX30 ATRN AFF4 DLG2 FRMPD4 VEZF1 UBE2Q2 MARCHF6 ISL1 RSBN1 PIP4P2 CEMIP2 MEF2D RDH11 ATXN3 RPS6KA3 CILK1 TMEM47 KRT18P55 PSMD11 YAF2 SP4 ABCC3 ID3 ZBTB1 CMTM6 NFIB CACTTTG_MIR520G_MIR520H http://www.gsea-msigdb.org/gsea/msigdb/cards/CACTTTG_MIR520G_MIR520H TGOLN2 AJUBA SLC2A4RG PLEKHM1 NELL1 GTF2IRD2B CUL3 ATP2B2 ZFP91 GBF1 DDX11 PLOD2 MAP3K9 PITX1 MAGI2 EFNB1 MARK4 NAA30 MAPK9 DBN1 KMT5B MIPOL1 FOXO1 AHCTF1 CALU EPHB2 PFN2 MACF1 SERINC1 DMD ZDHHC9 ADGRB2 ARAP2 LHX8 TBKBP1 PLAGL2 KLF12 FAM13B TRPC5 SMAD7 SMAD6 CELSR3 PTPN13 SKI CELSR2 CAMK2N1 EPHA5 TNKS1BP1 ETS1 DMTF1 TRPS1 JAZF1 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHA2 C16orf72 PCDHA3 PCDHA4 FASTK PCDHA5 NBEA PCDHA1 TRIM13 GOLGA7 USP12 CCDC73 CCNJ TLE4 MYCN SENP1 ZNF362 CCND2 GRM7 SEMA4C OGA GREB1L MAP3K14 ZBTB6 ARL4C CMPK1 PPP6C SLC39A14 RABGAP1 TBC1D9 YPEL2 TMUB2 MKNK1 AZIN1 ABHD2 CIC SET PTK2B ZC2HC1C USP37 PPP3CA FLRT3 FLRT2 BRD1 TBX3 MAT2A ERI3 NLK DCAF8 AFF4 MSANTD4 ETF1 MEF2D HOMEZ TMTC2 PAPOLG APBB2 ZBTB1 NHLH1 TP53INP2 TP53INP1 VLDLR DNM2 THRA CBX2 TNFSF12 TTN MAF1 PRKAR2A SLC2A3 VEGFA SPRED1 FNDC3A FAM83D SS18L1 SATB2 MIEN1 CA10 ENC1 SOCS6 GTF2IRD2 LAMTOR5 GRHL2 HIF1A TRIM33 EFL1 LUC7L3 VPS26A TNFAIP1 ZFAND3 HMGB3 TFEB CSMD3 ABCA1 PCDHAC2 PCDHAC1 LINGO1 TCERG1 CNR1 PCDHA10 PCDHA11 SLC30A3 PCDHA12 PCYT1B RUNX1 PCDHA13 RUNX2 CACUL1 DHDDS NIN RFX4 EPAS1 NR4A2 NSD2 NEUROG2 NR4A3 UNKL REM2 FURIN CDKN1A EIF4E TNFSF11 ARMC8 EBF3 SLF2 SALL1 DYRK1A PRICKLE2 CREBRF WDR1 DNAJB6 RHO DNAJB5 E2F1 SORL1 ARID4B PRRX1 RHOV SPRY4 SLC1A2 AFG1L ZNF280B CASP8 RSPO2 POU4F2 IGF2BP1 PLCB1 CHUK KHDRBS1 LIMK1 DAPK2 EIF4G2 NCOA3 CFL2 UBE2W MAPRE1 KPNA3 KRT81 KPNA1 OTUD4 CKS1B TMEM168 ITPRID2 USP9X SMOC2 CHD9 NPAS2 NPAS3 CEP57 MYCBP PAFAH1B2 FBN2 TNRC6A EMSY ZBTB7A BMT2 DPYSL5 SINHCAF ATXN1 SLC6A9 SUMF1 TBL1X RNF145 GGGACCA_MIR133A_MIR133B http://www.gsea-msigdb.org/gsea/msigdb/cards/GGGACCA_MIR133A_MIR133B IL6ST VAPB PPP2R5D PALD1 RCE1 AGBL5 CD47 ZFP91 CTTNBP2 PRRT2 MIDEAS SFSWAP RAPGEF6 PTBP2 PITX3 SCN2B MYH9 CDIP1 SRSF2 KIAA1522 ST13 GAPVD1 RAB14 TGIF2 ZNF385A FBXL2 FUS CDK5R2 PFKFB3 CHKB BCL2L2 AKAP10 BCL2L1 TAGLN2 SEMA5B TPI1 ADGRB1 PABPC1 TRAM1 SREK1 SASH1 OSBPL8 TGFBR1 ACACA ARFIP2 PTPN12 TNNI1 FOXG1 MARF1 COX6A1 TNK2 SECISBP2L NAA40 BACH1 ELF2 CDR2L MECOM DIP2B FAM118A ARHGEF2 STX1A CTBP2 RBBP4 RAP2C LPGAT1 FBXL20 FLOT2 ZDHHC8 GRM5 DOK1 SENP1 NAB1 KCNH2 RAB11FIP1 GRAMD1A USP6 CSF2 GANAB CXCL5 NNAT AZIN1 SLC19A2 MYCBP2 NUMA1 ACSL4 PAPSS1 BAZ2A USP32 MLLT3 ASIC2 APPL2 DUSP1 GAS2L1 DNM2 SLC8A3 CRYGS SLC7A8 EIF5A OTUB2 PACSIN1 SLC25A25 USP32P2 PAPPA ATOH8 PCDHGA12 CCDC117 PCDHGA10 PCDHGA11 SOCS5 YTHDF3 STK3 TIMM8A CARF STX5 SOGA1 AGK SNX33 ABCA3 TTYH3 DDX3X TTBK1 HOXA6 PPP4R3A DDX3Y ARHGDIA ANGPTL4 CACUL1 GABARAPL1 B4GALT2 ZMYM3 PPP4R3B KMT5A NIPA1 NELFA WIPI2 CORO1B PLK3 CERS2 DNAJB6 PREX1 PCDHGA9 CREBZF PCDHGA8 PRRX1 PIP5K1B PCDHGA7 PCDHGA6 PCDHGA5 CLTC PCDHGA4 PCDHGA3 PCDHGA2 THADA PCDHGA1 IP6K1 CDC42 PCDHGB1 ACVR1B TRIM2 KIAA0040 FAM117B POU4F1 CNTNAP1 MSN DLG5 NCKIPSD RANBP2 ZC3H10 SOX11 RING1 PCDHGB7 PCDHGB6 MINK1 PCDHGB3 PCDHGB2 PCDHGB5 PCDHGB4 NCOA5 AVL9 FKBP2 RTN4RL1 PPP1R12C RAG1 PCDHGC5 PCDHGC4 AKAP9 PCDHGC3 PSMF1 HIC2 NPTX1 CALML4 NFAT5 YES1 BAHD1 DLST CBL NFASC CELF4 CELF6 PPP1R9B HMBOX1 RETREG1 GACTGTT_MIR212_MIR132 http://www.gsea-msigdb.org/gsea/msigdb/cards/GACTGTT_MIR212_MIR132 FAM167A ADCY3 PRPF4B SLC6A1 SCN3A CDK14 DESI2 PPP2R5C DNAJB14 CBX1 HNRNPM PNN PRRT2 MIDEAS LZTS3 TIMM9 HNRNPU H2AZ1 SPRED1 LRRC55 BRI3 PTBP2 FOXO3 NMNAT2 TMEFF1 ZNF644 NCALD NEIL2 MECP2 BTBD7 ELFN2 MEPCE BOLL CTDSPL2 MAPK1 EP300 ZBTB18 RAB15 AKIRIN1 ILRUN ADAMTS5 KMT5B CNIH1 SSH2 DAG1 SOX5 SOX4 KCNA6 SOX6 DAZAP2 KCNJ2 LIN28B PXN TJAP1 WT1 CALU PEA15 PFN2 ZEB2 NDRG4 SAP30L CRACDL PLXND1 AMD1 SLC30A6 OLFM1 NOVA1 DNAJA2 DHX57 SPPL3 TAF4 KLHDC10 OSBPL8 PAIP2 FOXA1 CELF2 PCDH10 NR4A2 KCNK2 ARHGAP32 BRCA1 FXR1 SEMA6A H3-5 NREP PRICKLE2 RFX3 H3-3B GTDC1 FAM91A1 C19orf47 SEPHS1 DEDD BCAN KCNJ12 FUBP1 SPRY1 TRIM2 PCGF3 DYNLL2 MAPKAP1 HMGXB4 ANP32A RGS7BP LRRFIP1 TUT4 SGK3 SOX11 JPT1 FAM76B MMP16 NPAS4 HMGA2 PURB ARHGEF11 PPM1G BRWD1 BTG2 TAF15 SEMA4G BNIP2 EIF4A2 CFL2 C1QL1 SRGAP3 FKBP2 USP9Y USP9X RDX AZIN1 NFYA ARID2 TCF7L1 MYCBP2 TSC22D3 POM121 CSDE1 PHF20L1 RASA1 SPTSSA MAF ZFC3H1 AFF4 CREB5 DPYSL3 PHF12 ISL1 SIRT1 FEM1C ATXN1 PAPOLA YWHAG PSMD12 LARGE1 BNC2 NSD3 LSM11 MEX3C DUSP9 MEX3B AAGCCAT_MIR135A_MIR135B http://www.gsea-msigdb.org/gsea/msigdb/cards/AAGCCAT_MIR135A_MIR135B SLC9A9 MEF2C MSL2 ATP1B1 JAKMIP2 AGO1 IL6ST SYT3 PPP2R5C RAB1B SSR1 CD47 ATP2B2 CTTNBP2 ATP2B3 DIRAS2 ATP2B4 BTBD2 SFSWAP HNRNPU PHTF2 RAPGEF6 MTURN RARA PELI2 TLK1 RARB VNN3 ZNF44 SCN2B ROCK2 TMEM97 BSN PIM2 SGMS1 GCC2 KMT5C ZNF236 ADAMTS9 PPP6R3 BACE1 VGLL4 ZNF385A ZNF518A NAGS FOXO1 DAG1 MYEF2 RIMS2 CRAMP1 C3orf70 ADCYAP1 RPS29 TRAPPC8 HOXA10 FCHO2 TRPC1 RGPD5 AEBP2 ESRRA PELI1 TSEN54 LINC00315 TGFBR1 WAPL NDFIP2 SKI GAS7 EPHA3 MIER3 ZBTB44 SEMA6D WDR45B BTBD10 SMURF2 GRK5 KLF4 BACH1 NEURL1 GPR85 KCNAB3 LZTS1 ZNF385B PRUNE2 NBEA PHF20 SPINK4 YBX2 PTER SEC62 GOLGA7 DIP2C HIF1AN EVI5 SLC24A2 CREG1 WASHC4 QKI CALN1 FBXL16 USP15 SERTAD2 ARHGEF4 STX6 KCNMA1 RAP2A ABCE1 ARHGEF2 ZDHHC6 SLC25A5 ARHGEF7 ARHGEF6 HERC6 MBD6 ZNF143 ZSWIM4 ZCCHC14 MTMR12 INHBA ATP6V1C2 BRWD1 ZNF362 WSCD2 CCND2 SRGAP3 ORMDL2 CHSY1 SIAH1 MON1A CCSAP MTDH SLC39A13 MKNK1 FKBP1A GPM6B TENT5A CIC STAT6 FNDC5 SNRK PEDS1 BCL11B BCL11A BCL9L WAC PARL DTNA CSNK1A1 SHISA6 ZRANB2 MAT2A NUCKS1 DLGAP2 TMEM9 DLG2 DGKH ANKRD40 TRIM23 TSC22D3 DUSP5 YWHAG PAPOLA ZNF322 ZNF322P1 RBAK LRRN1 USP42 PHLDB2 SSR2 VLDLR C6orf120 GRPEL2 MTSS1 JDP2 SLC44A1 FOXN3 THRB TBK1 CHMP4B STK35 SMC1A RPS6KB1 RGL1 RNF144A IDH3G ANK3 PDE4A GATA3 ELOVL2 PSIP1 ADO PHOSPHO1 PITPNC1 SCRT1 LONRF1 NEGR1 GABPB2 MTUS1 API5 NUDT4 KCND1 CSNK1G1 STMN4 SHISA7 SOCS4 PPP1CC YTHDF3 HNRNPA1 HIF1A RNF138 SDCBP ILRUN CPD SLITRK6 KALRN MRAS BMPR2 ELK1 ELK3 EXTL2 CCNG2 RASAL2 PTK2 DDX3X NDRG4 ENTPD7 SLC35F1 DDX3Y ENTPD4 PCYT1B DRAM2 RUNX1 ANGPTL2 PGGT1B DIS3L2 B4GALT5 TAF4 MOB1B KCTD1 SETD7 UBOX5 ST7L PDE7B ATF3 PLCG1 RNF152 CACNA1E SYNGAP1 CACNA1D CADM4 KCTD12 RHO CAPN15 HPS5 BZW2 ACVR1B PAK5 BZW1 ARHGAP6 GGNBP2 FAM219A PDE8B CNTNAP1 NCKIPSD IGF2BP1 PLCB1 IGF2BP2 MAPKBP1 AKT3 GABRG1 TBL1XR1 LIMK2 TRPM7 RALBP1 ARID5B DMRT1 TOPORS MAN1A1 ARL6 LMBRD2 LDLRAD2 MYT1L NCOA1 JOSD1 FRMD4A ORC5 KPNA3 PATL1 LCP1 PRKD3 FRK CPLX2 CPLX1 NEFM TMEM168 PPP1R12C NR3C2 SPOCK1 UBE3C TEFM GPR3 DPF1 MSX2 ANXA7 AKR1A1 CALML4 CENPB POU2F3 SELENOH B4GALNT1 PIK3R2 STAMBP COL4A3 NUP153 GLRB ALPK1 MYPOP ANO4 PHLPP2 ATG14 CREB5 FRMPD4 SIRT1 RNF43 SON BMPER SP1 SP3 ZBED4 C1orf198 JAK2 CUX2 SLC5A7 BMPR1A SNTA1 ATGCTGC_MIR103_MIR107 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGCTGC_MIR103_MIR107 UBFD1 RAD51C GPATCH8 DYNC1LI2 JAKMIP2 AGO1 CDK14 PITPNA RAB1B SYT6 SLC26A10 TPD52 ZNRF2 PRMT8 ADGRL3 BDNF BSDC1 CAB39 OGT GTPBP2 KIF5A ZHX1 HTR4 SIPA1L2 ZHX3 NKTR SUN2 PPP6R2 TGIF2 FCHSD1 RAB10 UBR3 WFDC2 AGO4 DCBLD2 CDK5R1 CRELD1 CAMKV CLASRP ADGRB1 TBKBP1 TRAM1 PLAG1 PHYHIPL KIF3B RYBP CELSR2 PCNX2 EPHA7 RGS4 TGFBR3 SPATS2L NRP2 HLF BACH2 C16orf72 CPEB3 SYNJ1 ZBTB39 PHF20 LATS2 CHST11 WASHC4 SOWAHC MYB FGF2 RAP2C ZC3H7B FLOT2 MMP19 TLE4 HERC2 BLMH RAB11FIP2 SIK2 C1QL3 GREB1L SRGAP1 PPP6C ZBTB10 SUFU GPCPD1 SNRK BCL11A CC2D1B KIF21A BAZ2A BCLAF3 MTMR4 RBM24 SLC8A2 LRRN3 AFF4 AFF2 MARCHF3 MEF2D RASSF5 YWHAH LRP1 DSEL USP42 MTSS1 BTRC CAPZA2 WNT3A EIF5 TSPAN5 ZIC1 PPIP5K2 PNN ERC2 PACSIN1 ANK1 UNC5A PDE4B RNF38 LRRC55 RET RBCK1 SATB2 CSNK1G2 LRP1B PSD3 RAI14 DLL1 ZNF711 SIX4 TMEM121B SLITRK1 MIB1 NDEL1 FNBP1L ZMYM2 SEPTIN6 FAM171A1 PIEZO1 DCUN1D4 GLUD2 ADAMTSL3 GLUD1 NEDD9 ST8SIA3 TWF1 NR2C2 FBXW7 HACD2 FBXO43 AXIN2 NSG1 ATL2 NOVA1 CACNA2D1 PALM2AKAP2 TAF5 SYNDIG1 ITGA2 AK2 FURIN ARMC1 EIF4B NEXMIF ARMC8 CHRD KIF23 FAF2 DICER1 AMMECR1 PCGF5 GPC6 RSPO3 DLG4 SNTB2 FAM117B CNTNAP1 DNM1P46 EVA1A NRIP3 GABRG2 TBL1XR1 ZCCHC2 FOXJ2 ARID5A RUNX1T1 CDK6 MBNL1 RASL12 HMGA1 PURB LCOR UBE2O BTG2 CHRM1 FRMD4A CFL1 ZFPM2 CARM1 UBAP2 KPNA1 OTUD4 RNF125 HIC2 N4BP1 FAM81A ZC3H12B NFAT5 TNRC6B PHF20L1 PIK3R1 AGFG1 PDCD10 MED26 ANO3 NF1 MROH7 RSBN1 SH3BP5 NFIA ACAGGGT_MIR10A_MIR10B http://www.gsea-msigdb.org/gsea/msigdb/cards/ACAGGGT_MIR10A_MIR10B HNRNPK LTBP1 CTDSPL BTRC ITSN1 CNOT6 NONO MAP3K7 BDNF PRRT3 GATA6 ELOVL6 ADGRL1 CSNK1G1 SHISA7 C14orf28 WNK3 SIX4 SRSF1 TMEM121B CDIP1 BAZ1B FNBP1L IGSF1 CADM1 TFAP2C HAS3 ANKFY1 SLC38A2 MDGA2 KCNA6 COPS7B ARNT DAZAP1 CSMD1 HOXA1 HOXA3 RNF165 IL1RAPL1 DVL3 KLF13 CELF2 KLF11 ASXL1 ESRRG NR4A3 FXR2 USF2 HOXB3 EPHA4 H3-5 EPHA8 KCTD17 HIVEP2 NACC1 HSPA14 H3-3B KCTD16 NCOR2 TMOD1 SOBP BTBD11 NRP2 E2F3 BACH2 ARHGAP12 POMT2 TRIM2 SMAP1 SLC25A1 PPP1R14C DOCK11 MAPKBP1 TMEM183A RAP2A PURG SVOP ARRDC3 PURB GTF2H1 CTNNBIP1 GRM3 SDC1 BRWD1 NCOA6 MAPRE1 ZMYND11 GALNT1 RPRD1A CAMK2G FHL3 ZNF367 NFIX MTMR3 FIGN RB1CC1 NFAT5 HS6ST2 PAFAH1B1 POPDC2 MYCBP BCL6 APPBP2 ZNF608 TNRC6B BAZ2B CYTH1 CNNM4 FLT1 KL ERI3 TBX5 NFASC AFF4 ELAVL2 ELAVL3 CELF6 SON NAA15 WDR26 USP46 ID4 CTCTGGA_MIR520A_MIR525 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTCTGGA_MIR520A_MIR525 TSPAN2 PGF AMMECR1L CTDSPL VPS54 STOML1 HOXD10 ZNRF2 ZFP91 ERC2 CDH20 WNT3 FAM53C PUM2 OGT BCL7A PPP4C RBM12 KMT2A TWIST1 SPON1 PABPN1 SATB2 CLCA3P RPUSD3 BSN KRT40 NUP58 YTHDF3 THY1 MAPK1 YDJC TRIM33 CGN PPP6R3 NFE2L1 PPP2R5E PRDM1 ILRUN SMARCA1 SEPTIN7 SOGA1 GCLC MDGA2 RAB5IF NHS ZC3H6 TMCC2 ATF2 SLC11A2 UBE2D2 MEIS2 KRT34 PPP1R3F PPP4R3A HNF1B PLXND1 NOVA1 FN1 DHRS11 UBASH3B KLF13 CELF2 ACACA CLUH SMG1 ABCG4 PCDH19 ARHGEF40 NMT1 FNBP1 SEMA6D LASP1 ARF3 ABL1 ATG16L1 EIF4E2 NCOR2 CADM2 CLTB DEDD HCAR2 CDCP1 ALG8 RNF220 PTEN SPRY4 THADA PAK5 PIGF SEH1L MAPKAP1 QKI APLN SLC22A2 ABCE1 HMGCLL1 POGZ OTX2 ARID5A CDK2AP1 RB1 UBE2C MXD1 HMGA1 GTF2H1 SLC26A6 SDC1 GNB2 NAB1 SLPI ORMDL3 RAB11FIP1 RAPGEFL1 NSD1 CAMK2G IKZF4 USP5 UNG PPP3R1 PART1 ZNF655 DCHS1 TCF7L1 TPM3 STAT6 NUMA1 BCL11B SMOC1 PAFAH1B1 TNPO2 ETV5 PSMC3IP CAMK2A CD28 DTNA FZD9 COL4A3 STX3 SNX27 MSH5 ATRN TSHZ1 MROH7 SINHCAF CAPN3 RSBN1 ATXN1 PPP1R9B METTL22 SON NAA15 PHF13 SEC22A SP8 PBX3 WNT7A GFRA2 GCGCCTT_MIR525_MIR524 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCGCCTT_MIR525_MIR524 IER2 PRPF4B SACM1L INHBB HES1 MYCL ASCC2 GGNBP2 CSDE1 SRGAP3 NACC1 EBF1 FBXO34 TLX3 KPNB1 ACACTGG_MIR199A_MIR199B http://www.gsea-msigdb.org/gsea/msigdb/cards/ACACTGG_MIR199A_MIR199B ALS2 AP1G1 BTRC TSPAN5 EIF5B TSPAN6 RORB KLHL3 ATP2B2 ZFP91 HMCN1 ANK2 CLK2 CCN2 SMARCD1 RNF38 ZNF579 TXNL1 GUSBP4 PAN3 ZNF44 SMG6 SUN1 WNK3 ARID1A PDE4D MYH9 PPARGC1A STK4 JUNB GRB10 HIF1A PARP12 ZBTB18 NFE2L1 CDCA7L LAMC1 AKAP1 RAB10 VPS26A RAD23B CAV1 GCNT2 ERBB4 ADAMTSL3 TAF9B MYEF2 PXN TMEM63B MYRF ARIH2 SH3PXD2A DDX3X DENND6A B3GNT6 SAT1 HOXA7 DDX3Y NECTIN2 RNF11 PLXND1 CACUL1 MGAT4B GIT1 ARGLU1 ST6GAL1 PTPN9 KLF12 MAFB PODXL WAPL CELF2 SACS LIN7C CELSR1 CAPRIN1 EPHA7 BAAT ETS1 SLF2 GARRE1 MAB21L1 IKBKB NAA40 DNAJB5 RANBP10 PRX FAM222B HLF PNPLA6 PIK3IP1 ZNF17 BCAM PAX3 ARHGAP12 ARHGAP21 FUBP1 CCDC120 SLC24A3 CCDC43 RALGAPA1 RSPO2 RANBP2 CSDC2 CLIP1 ZCCHC2 CCNJ MPP5 CCNL1 ZNF512B PLEKHH1 M6PR ACVR2A DDR1 NCOA2 KIF1B EPB41L1 LARP4 RBM47 HIPK2 SGCD KPNA4 WDR44 MAP3K11 UBAP1 GANAB NINL CREM STX4 CDC73 PPM1B GPRC5A RGMA NPAS2 ADAMTSL1 APPBP2 HSPA5 FLRT3 ZNF563 WDTC1 ZFC3H1 KL NLK MAP1A CBL NTNG1 MARCHF7 FZD4 SIRT1 TAB3 FZD6 ATXN3 PPP1R2 LARGE1 YAF2 GSK3B ATXN7 SULF1 ABCC5 GCACCTT_MIR18A_MIR18B http://www.gsea-msigdb.org/gsea/msigdb/cards/GCACCTT_MIR18A_MIR18B CTDSPL CCDC106 RAB1B VMA21 PACSIN1 CLK2 CCN2 ANKRD50 ARL15 TARDBP LIN28A GAB1 BHLHE22 CAMSAP2 PRKACB SAR1A MDGA1 KDM5B PSD3 SOCS5 GRHL2 STK4 HIF1A NAV1 PIAS3 FCHSD2 PTGFRN ADD3 GCLC GIGYF1 NEDD9 SUCO NR1H2 ALCAM CLASP2 RUNX1 CREBL2 ASXL2 AEBP2 SMAP2 EHMT1 KMT5A SMAD2 SNURF FNBP1 FAM136A PHF2 ZBTB44 PRICKLE2 RHOT1 PARP6 PDZD2 TSHZ3 RAB5C DPP10 CLIP3 CDC42 MAP7D1 TRIM2 DIP2C XYLT2 HSF2 KDM2A MACIR IGF2BP2 KLHL20 SLC17A9 MAN1A2 ARHGEF5 ESR1 PURB BRWD3 NCOA1 RAB11FIP2 EPB41L1 FRMD4A BTG3 AKR1D1 CCDC88A TRIOBP RABGAP1 UBE2Z ADAMTS13 ZNF367 KIT NR3C1 TRIB2 PSME3IP1 ZBTB47 ZFP36L1 ZNF704 ATXN2L SORBS2 REXO2 NFAT5 CDK19 ETV6 TNRC6B PHF20L1 CRIM1 SIM2 UBTD2 NAA50 GLRB CSRNP3 IGF1 TMEM248 WSB1 ATXN1 SH3BP4 MEF2D SON PHF19 TEX2 ZBTB4 HMBOX1 IRF2 C11orf87 MESP1 GGCCAGT_MIR193A_MIR193B http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCCAGT_MIR193A_MIR193B LRRC8A E2F6 PPP2R5C HOXD13 LUZP1 ZNRF1 CNOT6 PTEN CBX7 CALB1 ZIC3 MAX CD47 MKLN1 BRPF1 FHDC1 DNAJC13 PAK4 RAB6B CDK10 CCDC28A TBL1XR1 PTPRF MMP19 CNBP RUNX1T1 ZHX3 MMP16 SCYL3 NPAS4 NAV3 SIX4 ARHGEF12 MYCN CTDSPL2 NRIP1 SRSF2 LAMC2 SIAH1 KCNH8 STMN1 UBAP2 ANKFY1 ING5 CAMTA1 YWHAZ IRF2BPL MCL1 ERBB4 ARPC5 KIT KCNJ2 NUFIP2 SLCO2A1 GLS2 MAP3K3 STX16 ETV1 SLC39A5 ETV6 BAZ2A NOVA1 TMEM30A SPATA7 AP2M1 FLRT3 KMT2A TAOK2 ACACA MED14 CELSR2 RSF1 EN2 CAPN3 CAMK2N2 SON LAMP2 DCAF7 DIO2 MARF1 DYRK1A JADE2 ZBTB5 HSPA14 ZC3H11A GRB7 PLAU IGFBP5 CGCTGCT_MIR503 http://www.gsea-msigdb.org/gsea/msigdb/cards/CGCTGCT_MIR503 PPFIA3 ING4 ATG9B ACHE USP2 EMC6 CCDC106 BSN VEZF1 OTP IP6K1 EIF4G1 CCND1 ADAMTSL1 ANKZF1 CHPF CCND2 AP3D1 HS6ST2 LRCH4 SMARCA1 DNAAF3 FANCA ZNF423 TCTGATC_MIR383 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCTGATC_MIR383 CTNNAL1 MSL2 FOXN3 GABRB3 RBM3 CD47 SLC2A6 SRSF5 MAPKAP1 LIN28A ANKRD11 VEGFA RBMS1 SAMD4B NXPH1 STRN3 DCLK1 EYA3 HNRNPA1 GADD45G BRCC3 SLC2A13 BLOC1S6 MAL2 CNIH1 SOX5 SORCS1 IVNS1ABP ZNF654 ARID2 UBE2R2 ZFHX3 UGGT1 HNRNPH2 COL4A3 RAB8A NUP153 SHMT2 EPAS1 TAOK3 ACACA PCDH17 IDI2-AS1 CLEC3A IRF1 NEUROD1 SP7 DIO1 ZNF410 RBM26 GTGCCTT_MIR506 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGCCTT_MIR506 SLC9A9 GPATCH8 IL9R GBGT1 PGF RILPL1 SLC9A2 FSTL3 ITSN2 GRIN3A WTAP PLEC WDR81 MIDEAS FSTL5 VPS4B YEATS2 LUC7L2 SMOX PTBP2 ADGRL1 SCN2B ANKS1B RREB1 RXRA LRRC1 PTBP1 BTBD7 MYLK2 SPIRE1 SLC25A39 MYH9 BCL2L11 NME4 ADAMTS9 ASCC2 RCC2 RYR3 C7orf26 FCHSD2 RYR1 RYR2 ROR2 YME1L1 MAPK7 PLCXD3 GNAI3 GNAI2 GNAI1 DNAJC25-GNG10 SORCS1 HADHA SLC29A1 PPP1R3D POGLUT1 SH3RF1 SYPL1 SH3PXD2A DUSP15 FAM210A SREK1 MGAT4A KIF3A KLF13 TGFBR1 MAP2K4 FXR2 SEPTIN10 KCNK2 PCDH19 SFMBT2 TMEM259 TMEM117 FNBP1 UPF3B CACFD1 EMC10 TMEM245 ZNF213 NACC1 ZNF219 RANBP10 NKAP BACH2 HTATIP2 LZTS1 FSD1L UBE2G1 NAP1L3 LCOR CLIP3 NAP1L5 KCNK10 TMEM109 P4HA2 EVI5 P4HA1 SERTAD4 QKI SLC22A5 CLDND1 ARL5B TMEM104 SERTAD2 ATF7IP ZDHHC2 FMNL2 AR PGAP1 ARHGEF6 TLE4 ZNF687 PLEKHH1 MYADM TMEM184B MXD4 WDR48 NCK2 MYRIP BRWD1 SIK2 CCND2 CLIC6 RALGAPB SRGAP3 MINAR1 OSBPL10 OSBPL11 CHSY1 ZBTB6 FAM174B TMCO3 WDR44 CLOCK TAMALIN CMPK1 PHLDB1 KIAA1958 ABHD5 ABHD4 ITM2C NUMA1 GALNT10 USP38 NPAT LIMD2 FAM177A1 TBC1D1 PAPSS2 MANBAL USP32 FLRT3 CAPN6 ZRANB2 MAT2A ARFGEF3 STK26 TSHZ1 ZNF25 QSOX1 VEZF1 TRAPPC10 CAPN1 NRAS RASSF5 RPS6KA4 PHF19 NAA15 SPINDOC RPS6KA1 TFRC GNG10 FAR1 RAB22A ICE2 PLSCR3 USP47 DCAF5 AMOT CMTM4 DNM2 ENAH SLC44A2 STK38 XPO5 CTDSPL AP1G1 LMO3 LMO4 XPO4 STK35 STYX JAG2 IQGAP2 JAG1 IL17RC IQGAP1 NRCAM RNF141 NUDCD2 CHIC2 ZKSCAN3 USP32P2 LRRC57 FBXO27 PGRMC2 PDE4B CTDSP1 STK39 EIF3B CTDSP2 TSKU DNAJC1 SRPK3 CCDC177 SPTLC1 SPTLC2 ACTN4 RBL1 FMR1 CHODL GID8 PNPLA2 SIX4 BICD2 YTHDF3 ZNF2 MIB1 STX2 DLL4 PDE5A VAMP4 VAMP3 RNF135 XRN1 PAM CAMTA1 SHROOM4 MDGA2 TFEB LRIG1 ST8SIA2 ABCA1 MAPKAPK2 MDK NR2C2 KIF16B RCAN1 MYRF AKT1S1 DDX3X OVOL2 RNF165 DDX3Y OVOL1 SNF8 PCDHA10 PCDHA11 PCDHA12 PCDHA13 ASF1A TMEM134 B4GALT1 MYO1E MOB1B THUMPD1 SPPL2A TEAD1 NR4A1 NIPA1 NR4A3 CRAT WIPI2 SHANK2 FURIN ARMC1 ATP7A FBXO38 DNASE2 HDAC4 RNF114 NMT1 MYO10 TNFSF11 EAF1 ST8SIA4 SLC7A1 PTTG1IP TDG HIVEP3 CREBRF HIVEP2 HIVEP1 ALKAL2 HDAC9 MYH10 C2orf69 E2F3 FAF2 NDST1 E2F5 CDC14B ALG2 AMMECR1 PAX3 SDC4 RHOU TOR3A LRRFIP2 DLG5 APLN RHOG LINC00661 CCDC86 ARID5B PCDH9 VAMP7 PIP4K2C PCDH8 MID1IP1 VAT1 PPM1F ACADVL FAM122B NCOA4 ERN1 UBAP2 GALNT9 GPAM CASQ2 ALDH9A1 GDAP2 VIM NR3C2 LCLAT1 NR3C1 CDH2 OAF FAM174A CALCOCO1 HIC1 PRDM13 TSC22D1 KIF2A ORC2 CDH9 TSC22D4 TMED1 RNF128 VPS35 PAFAH1B1 NSUN2 NFATC1 WDFY3 CEBPA PLP2 COL4A1 SLC12A2 SLC12A5 CBL GRSF1 MKX COL5A1 SLITRK2 RDH10 ZBED4 SDF2L1 WIPF2 SCN4B SPOPL GGA2 SMPD3 SNTA1 ZSCAN22 AGO1 FAM117A PITPNA LEMD2 DNAJB14 LEMD3 SLC35A4 MYADML SRSF6 ATP2B4 PSKH1 RAVER1 PLOD3 FAM53B LMF2 NSMAF GPT2 C9orf72 GRID1 SGPL1 RARG PAN3 EFNB3 EFNB1 PIM1 FAM234A SGMS1 FAM104A GLCE PARP16 HADH UHRF1 GAPVD1 NAV1 CGN PGM1 PRDM2 SLC10A7 LRCH4 LAMC1 RAB10 SLC2A13 TPST2 IRF2BPL AIF1L TFCP2L1 RFFL MLEC CALU MAGT1 SERINC2 TAL1 TRAM2 WIPF1 LHX2 GYS1 TMED10 ZMPSTE24 FCHO2 HIP1 MOCS1 PLAG1 NKRF TSEN54 KMT2A OSBPL8 MAML1 SCD CNKSR3 OSBPL7 SMAD5 SKI TPD52L2 ARFIP1 HS1BP3 EPHA2 PTPN12 DDX6 PTPN11 SFRP5 DLX3 ARHGEF40 DLX2 SEMA6A SEMA6D EPS8 MARF1 DLX5 CARNMT1 FAM122A TMOD1 NRP2 STEAP3 PCDHA6 PCDHA7 SLC27A1 TTC26 PCDHA8 PIK3IP1 PCDHA9 NRP1 PCDHA2 PCDHA3 PCDHA4 MITF PCDHA5 LIMCH1 VPS37B VPS37C PCDHA1 CPEB1 CD151 TLCD3A EDNRB KANK1 TLE5 AGPAT5 SLC25A1 TOMM34 DHCR24 SPECC1L FAM133B FLOT2 FLOT1 FAM76B CYB5A FAM76A CD164 LDLRAP1 SLIT1 ARRDC1 ANKRD27 RAB11FIP4 PDIK1L RAB11FIP5 DACT1 PSEN1 PTBP3 SH3KBP1 ADAM19 RAB11FIP1 PRPF38B TBX19 UBR7 SERP1 BCAT1 SGCZ USP6 BLOC1S6 RBM33 RAB3D ABCD1 ZBTB11 EDEM1 CTXN1 TPCN2 ZFP36L1 G3BP1 SFT2D2 RB1CC1 BCL11B BCL11A APBA3 CC2D1B BCL6 THAP2 CHP1 KIF21B BCKDHA RBM24 SGK1 PTPRZ1 AFF4 GRIA3 ATP1A1 RAPH1 FZD4 STAT3 NIBAN2 ADCY9 GRIA2 TOM1L1 SVIL CNEP1R1 MAPK14 RAB34 GFPT2 ABCC4 RAB38 SBNO2 SLC15A4 TJP2 TP53INP2 NHLH1 TP53INP1 PLXNA3 CLMP AMMECR1L RASGEF1A CBX2 GDAP1L1 PI4K2B VCAN TTL SLC16A1 STARD7 TECPR2 GATA6 SPRED1 KAT7 NEGR1 GABPB2 RBM12 CASKIN1 SCAMP2 SCUBE3 SH2B3 MCU USP1 ZNF189 SOCS5 STK4 AHR NEBL SLITRK4 SLITRK3 CEP43 CADM1 LNPK ARHGEF37 AKAP6 CPD SLITRK6 FAM171A1 JAKMIP3 SLITRK5 RAD17 TRIM39 PRPS1 SEPTIN9 FRAS1 TWSG1 CAV1 ZFAND3 CCDC130 TFAP4 GRB2 ADNP2 SSH2 PAQR9 ELK3 SUCO RSRC2 ITGB1 SOX8 TMEM63C PCDHAC2 PCDHAC1 FOXQ1 KIAA2013 PRR3 DENND6A HECTD2 SMCO4 AXIN1 SLC30A7 CACUL1 PTPN9 RFX4 SESTD1 LPP AK2 ITGA3 KCTD5 PPIF NXN SLF2 OGFOD3 CERS2 ITGA7 MTR RFX1 ATL3 ANTXR2 TRABD ZCCHC24 PDCD6 CHRD MYLK PHF6 OSBP TLN1 SGPP1 PRRX1 DPY19L3 PCGF2 KLHL24 SHC1 IGF2BP1 SLCO5A1 PLCB1 SHC4 EDRF1 EGR2 RALBP1 G3BP2 ESYT2 DMRT1 PALLD UBN1 DAPK1 PRKD1 DIPK2A EYA4 UBE2O EYA1 EYA2 BTG2 DGAT2 HIPK1 TYSND1 PCYOX1 KPNA4 PNKD KPNA3 SMARCAD1 SPOCK2 UBE3A TRIB3 CTNND1 NFIX TMEM150A N4BP1 UBXN1 MARVELD1 FAM81A NFAT5 ZNF609 TNRC6B TEX261 CCDC71L INSM1 UBE4A RUFY1 RALGDS GMFB WSB1 SLC17A5 SP1 ANXA11 IRF1 SUMF1 SP7 RETREG1 ACAACTT_MIR382 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACAACTT_MIR382 BACH1 SYT1 HPS4 AQP6 CLTC AMOTL2 YBX1 ATP2B1 TOP1 PDPK1 EPC2 BDNF ZNF280C SEC24C NEGR1 MTUS1 DCAF10 BTBD7 VEZT MBNL2 MMP16 ARID1B UBE2H MBNL1 ZCCHC14 SYNC EIF4G3 COLQ NSRP1 CHST9 PDE5A AKIRIN1 STC1 EDA MIEF1 MATR3 HS3ST3B1 PRPS2 SRGAP2 ACVR1 SMARCAD1 CAMTA1 PLPPR2 LIN9 MFSD14B ARFGEF1 SORCS3 ARIH2 DDX3X HSPA2 BCL11B DDX3Y DHX15 PPP3CC NDRG2 LHX8 EEF1A1 SGK1 KMT5A VEZF1 EN2 DACH1 GMFB RPE ZNF106 P2RX7 CILK1 SLC17A6 BCORL1 HSPA14 SPCS2 NFIA ATGTTAA_MIR302C http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGTTAA_MIR302C ADCY1 FAM117A STRN SLC35A1 TPD52 ACBD3 ADGRL3 EPC2 SRSF5 MIDEAS BTBD3 BHLHE40 MAGI1 YY1 TTC7B SIPA1L2 LIFR TBR1 PPARGC1A SRSF2 PCF11 PDS5A GAPVD1 ZBTB18 TMEM243 ATP2C1 LRCH2 RAB14 PPP2R5E ADD3 FBXL3 UBR3 C18orf25 KIF4A HOXA13 MYT1 DAAM1 RAB7A GAD1 PPP2R2C FCHO2 HNRNPH1 SPOP BMP2 KLHDC10 ABR SMAD4 ACACA INTS2 PPA2 FXR1 FOXG1 H3-5 RNF6 DLX1 DCAF7 PLPPR5 UBA2 RHEB H3-3B PARP1 TLL1 CCNT2 NRP2 PPARA CPEB2 ATP10A LATS1 SENP6 EDNRB ST6GALNAC3 DLEU7 ANKRD12 IL13RA1 KANSL2 USP15 VEZT RTL4 FMN2 CMSS1 EIF4A2 CAND1 ARL4A CREM NPY2R AZIN1 ZFP36L1 SF3B1 GPHN LRRTM4 BCL11A PCSK6 MTMR6 USP33 IMMT SPTY2D1 VEZF1 FZD4 SAMD8 CSNK1D PHF14 GOLPH3 PTP4A2 ZBTB4 HBEGF ZMYND19 HNRNPA2B1 TOB1 EIF3J GABRB3 UBQLN1 ZIC3 CYRIA KMT2E WNT3 CGGBP1 ZMIZ1 UNC5D FBXO21 R3HCC1L IRS2 USP1 FMR1 GABPA PDE4D ARID1B CBLN2 RNF138 LUC7L3 PPP5C FGFR2 SNAP91 SOX3 CSMD3 UBE2V2 ATP6V1B2 DAZAP1 MEIS2 B3GNT5 DDX3X DDX3Y NUMB RNF11 SSX2IP SLC30A8 ASF1A RNF13 B4GALT5 PHACTR2 GABRA2 PTPN3 MYO1B FOXA1 TEAD1 SPPL2A NEUROG2 FOXP1 SUV39H2 KCTD8 SALL3 HOXB3 PLEKHA5 TNFSF11 CYFIP2 HDHD2 RAP1B GARRE1 FBXO33 ZNF319 SPCS2 ZCCHC24 LRATD2 RBM39 DNAJB6 CADM2 RAI1 METAP1 VPS8 CREBZF MRFAP1 AMMECR1 GPC4 PAK5 SPRY1 GGNBP2 PCBP1 KLHL24 VCPIP1 KHDRBS3 KHDRBS2 SOX11 GPRASP2 OTX2 DMRT2 PCDH9 LCA5 MBNL1 NRIP1 OSM ATP6V1A PANK3 SBF2 HORMAD1 ZFPM2 UBB MAPRE1 MATR3 ACVR1 BTAF1 FKBP4 NR3C2 CTNND2 PPP3R1 NFIX NFYB MINDY3 C1QTNF7 GID4 TMEM33 PPP1R12A NFAT5 CDK19 POU3F2 CHD6 TNRC6B PHF20L1 EHD3 MAF FAM120A WDTC1 NUP153 PTPRE MAK SNX25 CREB5 DACH1 SIRT1 SON MED13 SP4 SH3D19 TBL1X GGATCCG_MIR127 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGATCCG_MIR127 KIF3B RBCK1 DFFB FJX1 KMT5A VAMP2 TNFSF12 BCAS3 SEPTIN7 RIMS4 DHX57 CATTTCA_MIR203 http://www.gsea-msigdb.org/gsea/msigdb/cards/CATTTCA_MIR203 MEF2C VAPA EDN1 PRKG1 WTAP HOOK3 HNRNPL CITED2 ATP2B2 EPC2 SOSTDC1 INSIG1 RAPGEF4 CAB39 RARB BCL7A CUL1 INA PLD2 MAGI1 PTPRG BTBD7 MECP2 SPIRE1 UBR1 SRSF1 CTDSPL2 ADAMTS6 NAA30 APPL1 MAPK9 RAB10 UBR3 MYEF2 RPGRIP1L AFAP1L2 PLAA SEMA5A STX16 DNMT3B FAM126B NKRF PDSS2 KLF12 OSBPL8 CLUH EN2 SMAD1 PCDH19 ATM DDX6 FOXG1 RERG LASP1 TRPS1 ETS2 DLX5 H3-3A SMURF1 TCF12 GPR85 ZNF532 NUAK1 CPEB4 SYNJ1 TRPV3 LIMCH1 NBEA GLI3 SEC62 C3orf35 AP2B1 AP1S2 XYLT1 MACIR TMEM100 ZNF281 ABCE1 FMNL2 KIAA0930 ACO2 ANP32E MBD6 ZFAND6 CCNC GLCCI1 SPEN ADK STEAP1 NAA25 GPATCH1 ZMYND11 YPEL4 BPTF TENT5A PDAP1 NUFIP2 PCSK2 PRPF19 PLEKHG3 PCSK1 DGKB BCL11B ETV1 CSRNP2 PHLDA3 SPTSSA CSNK1A1 ZRANB2 XKR6 NLK TSHZ1 CSNK1A1L AFF4 PHF12 ATP8B5P CAPN3 RAPH1 SELENOT ITPR2 DUSP5 RPS6KA3 PHF19 PTP4A1 YWHAQ CLRN1 DGKZ AMOT TMTC2 CDH10 TUSC2 MORF4L1 C1orf122 SIK1 SEPTIN3 GABRB3 GABRB2 AP1G1 XPO4 MORF4L2 PRKCB VCAN C12orf4 TARDBP ZMIZ1 LRRC37A6P RNF38 RALB RNF34 SLC4A4 NEGR1 API5 NMNAT2 IRS2 SOCS3 FMR1 SOCS6 ARID1A GRHL3 PDE4D ARNTL YTHDF3 PPP1CB AHR ELL2 NUMBL MAP4K3 TIAL1 AKIRIN1 DCUN1D3 PRPS2 XRN2 CCDC15 CNTFR TWF1 COPS7B KMO CCNG1 SRC NR2C2 TASP1 HOXA1 BMERB1 NDRG3 OVOL1 KRT35 FBXO43 CLASP2 DNAJC21 NOVA1 GABARAPL1 VAV3 RAB8B ZMYM4 PTPN3 SESTD1 LPP TAF5 GPR180 ABHD14A NR4A3 MAFK R3HDM1 CAPRIN1 KCTD9 LAMP2 EIF4E EBF3 PRICKLE2 DYRK1A RAP1A CREBRF ABL1 FOXK1 FOXK2 CREBZF DPY19L4 ARHGAP12 ID2B DGCR2 SLC1A2 FAM228A DLG5 SEC24D KPNB1 NXPH1 PRKCA KHDRBS1 EGR1 EGR3 SOX13 SGK3 GALNT17 MBNL2 NPAS4 MBNL1 SLC7A14 LPIN1 LMBRD2 VAT1 PURB ACVR2A JOSD1 CHST7 TAF1D HIPK1 KRT85 CCDC178 PSME4 BICRAL SRSF10 FKBP5 TNFRSF8 EGLN1 PPM1B ATP5MC3 ARID2 TSC22D1 ALDH1A2 KIF2A COL17A1 SLC39A9 PPP1R12A KRT1 ZNF608 TNRC6B PLPP3 APC NAA50 WDFY3 GLRB GNAO1 ZFC3H1 MBLAC2 SLC12A2 KDF1 MED14 ATG14 SPARC ISL1 TMEM248 SLC17A6 ID2 DR1 SP4 ID4 MEX3C IGFBP5 CSN2 TCCAGAT_MIR5165P http://www.gsea-msigdb.org/gsea/msigdb/cards/TCCAGAT_MIR5165P CTTNBP2NL RAB1B CLK1 ZNRF2 SRSF5 MIER1 SMG5 SRSF9 PHTF2 TLK1 BCL7A STAG2 RBM12 SOCS2 RSRP1 NUMBL ADAMTS6 SPAG9 MNT EFNA5 STC1 ARL8B VAMP2 AKAP1 DBN1 CLLU1-AS1 SPEF1 OLA1 KCNA3 MANSC1 EPHB1 TAB2 SH3RF1 DDX3X ZDHHC9 ARL6IP4 PLAGL2 IQSEC2 ASXL2 B4GALT1 MSANTD2 ARGLU1 ACACA RYBP NSD2 DBNDD2 DLAT DLX3 ITGA9 CXCL14 ATP2A2 DLX4 NUTF2 RAP1B FBXO33 MYLK CRYZL1 LRRC8A KDM6A TIMM50 KCNIP2 ACER3 FRAT1 FRAT2 BRD4 SLC1A1 ZNF282 RALBP1 FBXL20 PIK3C2B GPRASP2 NCOA7 CCDC47 MMP16 MID1IP1 ARHGEF12 NCBP3 NCOA1 RAB11FIP2 FHOD3 SRGAP3 CC2D2B GNAS SEMA4D UBAP2 ARL4C BICRAL GALNT3 CSF1 EGLN3 NR3C1 OAF TRIB2 GID4 RASGRP2 SPATA1 SLC39A2 SNX27 CEP192 STAT3 ATXN7L2 ATXN1 GMFB SLC16A2 WDR26 PBX3 TOB2 TRIT1 AGTCAGC_MIR345 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGTCAGC_MIR345 PRRC2C UBFD1 PTGES3 DYNC1LI2 E2F3 CPEB2 RAB5C LRRC15 LSM14A ATP2B3 SRSF5 IQCK PCBP2 SPRED2 RBMS3 SLC25A26 NXPH1 SSBP2 FAM76B SOCS4 PRPF3 UBE2H ARL3 KIF1B FNBP1L OGA CMIP ARL8B DMC1 UBAP2 SMARCA1 SMS CDV3 ZFAND3 PFKFB2 ZBTB8A VAT1L CACNB2 GLS2 HACD2 ABCD3 LIMD2 ZNF609 FAM168B ZFC3H1 KLF9 ZMYM5 BIRC6 SLC25A12 PAPOLA EPS8 RAB37 ANXA11 LSM12 FBXO33 SCMH1 UTP14C NFIA RNF111 ACACTCC_MIR122A http://www.gsea-msigdb.org/gsea/msigdb/cards/ACACTCC_MIR122A SLC9A6 BACH2 OCLN AGO1 GNPDA2 MASP1 DICER1 CPEB1 MAF1 IQGAP1 SLC52A1 SLC52A2 BRPF1 RAD21 PAK3 P4HA1 SMARCD1 HNRNPU DLG4 FAM219A MSN SLCO5A1 NEGR1 SLC4A3 H1-0 STK24 ZDHHC7 G3BP2 MECP2 NPEPPS MARK1 CCDC6 CCDC97 ANKRD13C BRWD1 CD320 LRP10 SLC25A34 CLIC4 PTBP3 CLIC5 LAMC1 SERP1 ALDOA BCAT2 FKBP5 MIPOL1 SORCS1 CCNG1 ORC2 MEIS2 MMGT1 HAND2 SLC39A8 GYS1 NFAT5 ADGRB2 GALC ZC2HC1C GTF3C2 TNRC6A TNPO3 GIT1 DAND5 VAV3 TBC1D10B CS ZNF827 DLG2 RABL6 PAPOLA NTRK2 CALM3 MICU3 CDC42BPB GTGTGAG_MIR342 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGTGAG_MIR342 E2F3 SEPTIN3 MAP3K20 MRFAP1 NBEA RPS6KB1 CAMKK2 VEGFA FAM53C AGPAT4 NRG1 KPNB1 BTBD7 MINK1 ARID1B PTPRN UBN1 PPM1F NDEL1 EP300 FRMD4A EFL1 PDGFRA ARHGEF37 AKIRIN1 EDA CPLX3 TRIOBP MAGIX PLPPR4 FUT8 BMPR2 FHL3 CCDC184 CTNND1 COL2A1 SOX6 MEIS1 INO80 TAB2 SUGP1 RASAL2 ATXN2L UBE2D2 DDX3X DDX3Y MSI1 TFDP2 ZNF607 RASA1 UNC45A KLK6 KMT2A KLF13 GRIN1 NSD2 ACP4 RICTOR RSBN1 RPS6KA5 SLC6A8 HOXB8 ZIC4 RASSF1 DDX50 ID4 ZNF462 SCAND2P CTAGGAA_MIR384 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTAGGAA_MIR384 GPR83 FOXN3 METAP2 C16orf72 LYPD6 AQP4 IL17RC SRSF7 EPC2 PICALM PRKACB UNC5C ASAP2 FNDC3B HFM1 PTGER2 YY1 DCTN5 SIX4 ELL3 GTF2B WDR48 NCAM1 HAO1 THBD PRDM4 ATP2C1 NAV2 SRGAP3 MOSPD1 LAMC1 UBR3 ACVR1 FBXO11 SLC39A14 GNAI2 HDGF GPM6B RIMS2 RIMS4 POM121 DDX3X SLC35F1 USO1 PTN EXOC5 NLK CELF2 ARFIP2 ESRRG SMG1 KMT5A REM2 PCDH19 ZNF664 UBE2E3 ERBIN BABAM2 SYTL2 SYNGAP1 SPOPL CHRD CD200 GFRA2 CTATGCA_MIR153 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTATGCA_MIR153 SYT1 SLC9A6 AGO1 PDLIM7 CCSER2 ADGRA2 SNCA EFNA3 ITSN2 UXS1 ZNRF2 CITED2 EPC1 ERO1B APP KANSL1 TRAK2 MAGI1 ROCK2 EFNB2 BTBD7 BSN UBR1 PPARGC1A SUN2 CTDSPL2 PDS5A NAV2 MAPK4 RYR3 MAPK1IP1L RYR2 PRDM2 CMIP LAMC1 EXT1 FGF7P6 FBXL3 ZNF518A GNAI3 PTCH1 FOXO1 TAGLN3 WIPF1 DMD KBTBD8 TENT4A KLF5 SPHK2 KLF13 OSBPL6 TGFBR2 CREBBP CELF2 ASXL1 SEPTIN11 MIER3 EPHA4 DLX1 ARF1 DCP2 UBA2 C9orf40 ZNFX1 CLCN5 SPTSSB CANX YBX1 CAMKK2 ZFYVE9 QKI RGS7BP MYB SERTAD2 ZDHHC1 GLCCI1 ZCCHC14 INHBB USP28 SEMA4G ADAM19 ARL4A RABGAP1 BPTF SCML2 CREM MKNK2 TPCN1 MYCL MORC3 KDSR PPP3CA SNAP25 RASA1 TES FLRT2 MAT2A XKR4 DLGAP2 FEM1C DOT1L RASSF4 DUSP3 WDR26 RPL22 SFPQ GFPT2 NEUROD1 ZBTB2 NEUROD6 TP53INP2 TP53INP1 C6orf120 ZNF385C GMCL2 RPS6KB1 JAG1 TBC1D19 KLHL3 CBFB ANK1 SMARCD2 ROBO2 CIB2 SLC4A4 BPNT1 KMT2D SCRT2 ACTN4 KCND1 NUDT4 RAI14 SIX4 NUP58 DDIT4 HNRNPA1 LRP12 TESK2 AKAP6 NFE2L2 RNF26 NPTN VAMP2 FAM171A1 ASB7 FGFR2 MCL1 GRB2 BMPR2 KCNA6 SRC TTYH3 RNF165 TFDP2 AUTS2 FAM210B SLC30A3 MFAP3L TAF5 CKAP4 SETD7 KCTD5 FURIN KCTD6 LAMP1 PLEKHA3 CYFIP2 YIPF2 LDOC1 CADM2 CAPN15 PIP5K1C HLCS PAX2 CLTC LARP1 ARHGAP6 SLC1A2 ARHGAP5 HEY2 POU4F1 SLCO5A1 PLCB1 SIGMAR1 ZCCHC2 SGK3 SOX11 MFN1 PPM1D UBE2W ZFPM2 OTUD4 SRSF10 ING2 GALNT7 CNN3 TMEM168 CAMK2G ARPP19 APLP2 ORC2 ZNF609 CDK13 MYCBP TNRC6B PIK3R1 APC NAA50 DPYSL5 GCA DACH1 MKX SLC10A3 CELF6 SH3BP4 WIPF2 PRR16 CUX2 AGGGCAG_MIR18A http://www.gsea-msigdb.org/gsea/msigdb/cards/AGGGCAG_MIR18A DLC1 HIRA STOML1 FSTL4 CBX7 IL17RB CITED2 CSNK2A2 GOT2 GATA2 SRSF7 CCDC88B FAM53C OGT KHNYN KXD1 PAN3 ZNF644 EMX1 FMR1 ENC1 ARID1A TACC1 NDEL1 HOXD4 DCUN1D3 GLP1R USB1 RAD23B SLC38A4 PBRM1 PFKFB4 TET2 DAG1 ENSA ITGB3 BCL2L1 ST8SIA2 TIMP2 EPHB3 PCDHAC2 PXN PCDHAC1 CAMKV VDR TTBK1 PPP4R3A GYS1 PCDHA10 LHX6 PCDHA11 TRAF7 PCDHA12 RUNX1 PCDHA13 SETD7 HOMER2 FURIN STRADA ATF7 CYFIP2 PCDHA6 E2F1 PCDHA7 JPH4 DLEC1 BCKDK PCDHA8 PCDHA9 PCDHA2 LRRC8A PCDHA3 TLN2 PCDHA4 PCDHA5 WASF2 AP3S2 PCDHA1 HMGN5 TTLL3 PAK3 MAPT RASL10B KDM2A QKI TMEM241 C12orf40 AGPAT4 IGF2BP1 MAPKBP1 ZFYVE1 SERTAD2 PHC2 ZC3H10 ESR1 MBNL2 PDP1 ZCCHC14 MXD4 ZFYVE27 SEMA4G CRCP PSD URGCP CTDP1 ARL4C KCNH3 CPLX2 YWHAZ UBE2Z TRIB2 SETD2 HIC2 ZC3H12B PCSK6 ETV5 BAHD1 NAA50 EIF4ENIF1 SLC8A2 RPRD1B NF2 MAT2A SNX27 CREB1 TRIM25 LMX1A RAPH1 STAT3 PIP4P1 CSNK1D PRELID1 ZBTB4 CALM3 MAPK8IP3 CIT RNF40 SMPD3 GTGCCAT_MIR183 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGCCAT_MIR183 MEF2C SLC44A1 AGO2 ENAH SNCB LMO3 AMMECR1L CTDSPL PPP2R5C SLC35A1 KLHL3 MAP3K4 SIN3A CTDSP1 RALA DAP OGT GNG5 ADGRL1 TUB ZNF592 CSNK1G1 TTC7B PIM1 RAI14 PDE4D SCYL3 IRS1 SRSF2 CTNNA2 SLITRK1 ERP44 ANKRD13C SLITRK3 BAZ1B ZMYM2 RNF138 CSNK1G3 UNC13B PAM CDK5R1 CLCN3 BAGE2 FOXO1 DUSP10 TET1 SNX1 SOX6 ABCA1 GREM2 ITGB1 PFN2 IDH2 HECTD2 RHOBTB1 SMCO4 NADK2 AMD1 TMSB4XP8 TRAM1 FCHO2 STK38L SRSF11 PLAGL2 PLAG1 LAPTM4A RAB8B OSBPL8 PTPN4 CELF2 SACS CELSR3 KCNK2 FOXP1 VDAC1 ABRAXAS2 PLEKHA3 EPHA4 PLEKHA5 SEMA6D PKP4 TMPO GARRE1 TCF12 PDCD6 CHRD PHF6 BACH2 C16orf72 PRUNE2 VPS37A PDCD4 KCNJ14 KCNK10 SPRY3 ARHGAP21 BZW1 DGCR2 FRMD6 PLCB4 QKI YOD1 ARFGAP2 PTDSS1 PPP1R14B EGR1 PRKCA ZDHHC6 GSE1 EZR ARHGEF18 RIMBP2 TLE4 FAM76B MBNL1 MXD4 EML4 RAB11FIP4 NCK2 ACVR2A PPM1E NCS1 BTG1 ZFYVE26 CFL2 PSEN2 FOXN2 ZFPM2 TMSB4X TMSB4Y THEM4 PPP2R2A SERP1 ING3 MAL2 YPEL5 ARPP19 NR3C1 POLR2D TPM1 TPM3 TMED7 PEX19 AP3M1 PPP2CA PPP2CB GATAD2B MTMR6 YES1 DCX SLAIN1 BRMS1L DTNA DAGLA SSRP1 L3MBTL3 XKR6 SLC22A23 RALGDS CELF6 CILK1 RPS6KA3 JADE2 BNIP3L LRP6 USP47 HBEGF MAPK8IP1 SPOPL PHLDB2 SMPD3 RCN2 ACTGCAG_MIR173P http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTGCAG_MIR173P SHTN1 ITSN1 CNOT6 ZIC3 CNOT4 KANSL1 PYM1 ANKRD50 FSTL5 LIN28A SPRED2 COL12A1 OGT KAT7 RAB21 NRDC YTHDF2 SLITRK1 HIF1A FNBP1L CEP43 PPP6R3 GABBR2 VGLL4 LPAL2 MYO19 MRGBP MEIS1 SORCS2 UHMK1 RASAL2 KBTBD2 DENND6A PPP4R3A BTF3 MAML3 OLFM1 DHX57 ZNF423 RAB8B MYO1D ACACA NEUROG1 DDX5 PARD3B FOXP1 MIER3 CACNA2D4 DDX6 ZFHX4 DCAF7 ARMC8 NTRK2 RTL5 RHOT1 CTR9 MAP4 PARP6 MARCKS GTDC1 ZFHX2 HDAC8 TSHZ3 NKAIN1 TMEM62 MAX TCERG1L ACTR1A RAB6A IGF2BP1 TM9SF4 KHDRBS1 KCNMA1 RAP2C SOX11 VEZT HMGA2 ZFR GTF2H1 BRWD3 EIF4G1 CDK2AP2 KPNA3 FKBP5 HERC2P9 NR3C1 ARID2 RASGRP4 PPP2CA CSDE1 CAMK2D RAB11A FAM168B CDK17 USP33 VPS36 INPP5A CYTH1 NF2 SNX27 PPP1R10 MACROD2 VEZF1 FZD4 TRAPPC10 YWHAG BCORL1 EBF1 ZNF462 RNF111 GTTTGTT_MIR495 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTTTGTT_MIR495 RBPMS2 DYNC1LI2 STRN RORB SLC35A2 PRKX AGBL5 SSR1 PRKY ATP2B2 BDNF EPC2 SRSF5 PRRT2 VPS13D BBOF1 HNRNPU OGT FOXO3 BHLHE41 STAG2 ANAPC1 ZNF503 SGMS1 MARK3 RND3 MGAT2 DCLRE1B ZBTB18 MAPK6 NAA30 JUN ST18 C18orf25 PTCH1 DAG1 KCNJ2 RIMS4 MLEC EPHB2 LHX2 TMED10 ADGRB3 MAML3 HNRNPH2 HNRNPH1 SRSF11 FAM126B KLF5 NKRF PELI1 NRBF2 KLF13 CELF1 PAIP1 SCD CELF2 ACACA HOMER1 VDAC2 CYB5B SEMA6D R3HDM2 ETS1 SUPT16H MARCKS DHX40 DCAF6 PCDHA6 TSHZ3 PCDHA7 PCDHA8 PCDHA9 PCDHA2 CPEB3 PCDHA3 PCDHA4 PCDHA5 PCDHA1 DNAJC14 WASHC4 GSE1 GLCCI1 CD164 ZFAND5 ZNF362 PLEKHH3 GRM7 NAB2 MINAR1 RASD2 PPP6C RPRD1A EPB41L4B NUFIP2 EFCAB14 PLCH1 GPM6A BCL11B BCL11A PER2 PPP3CA THBS2 FAM133A USP32 SGK1 ATRN IGF1 ELAVL1 ILF3 AFF2 MARCHF7 RICTOR VEZF1 TRAPPC10 RLF CDH13 LARGE1 CSNK1E BUD13 MPPED2 HBEGF NHLH2 NEUROD6 DUSP6 MORF4L1 MTSS1 SKIDA1 AP1G1 MORF4L2 CAPZA1 CBX4 JAG2 SNRPD1 ZIC3 MOB3B PNN TGFB2 HOXC6 HOXC8 USP32P2 TARDBP S1PR3 SATB1 ADAT2 BAIAP2 PDE4D YTHDF3 DDIT4 ANKRD13C TMEM127 CADM1 SNRPB LUC7L3 LRRK1 SEPTIN7 PRRC2A ASB7 SOGA1 SLC38A2 ZFAND3 SZRD1 REV1 SOX5 ABCA2 TWF1 PAQR9 SOX6 ST8SIA2 SOX9 TIMP2 PCDHAC2 PCDHAC1 PRR7 DDX3X CNR1 DDX3Y PCDHA10 PCDHA11 SSX2IP PCDHA12 PCDHA13 RUNX3 CSTF3 CPNE4 IREB2 ARMC8 SLF2 DYRK1A HOXB9 SCN8A MYLK SEL1L PHF6 DEDD NR6A1 CREBZF CBFA2T2 RAI2 NHLRC3 ACVR1B ARHGAP5 ACTR1A HMGXB4 POU4F2 MVB12B RANBP1 FAM219A TMEM183A VCPIP1 HMGCLL1 ZFX RUNX1T1 DMRT1 CDK6 MBNL2 UBN1 RREB1 EML4 MYT1L JOSD1 NCOA1 HIPK1 FAM122B CPSF6 PSME3 MDM1 SPAST SRSF10 YTHDC1 TNFRSF21 UBE2Z UBE3A FKBP5 CAMK2G TSC22D3 CDYL AP3M1 NFAT5 HSPA5 APPBP2 FBN2 TNRC6A CRIM1 EMSY ACTC1 WDTC1 PDCD10 CBL RGS17 TMED9 UBE2Q1 RSBN1 GMFB SP1 HSDL2 SP4 ATP8A2 TATTATA_MIR374 http://www.gsea-msigdb.org/gsea/msigdb/cards/TATTATA_MIR374 SYT1 NOG LTBP1 LEMD3 RORB ADGRL2 SRSF7 CD47 CAMSAP2 BSDC1 MAP2K6 BHLHE40 PITX2 TMEM161B SCN2B MECP2 PPARGC1A HES1 ZNF236 MSX1 PPP6R1 MAPK6 BACE1 EIF2S2 ABAT PRDM1 RAB10 CRTC2 PLPPR4 HOXA11 FOXO1 ZNF131 RER1 OCRL AFAP1L2 DMD TRAPPC8 ZDHHC9 HOXA10 AMD1 PPP2R2C NKX2-2 IQSEC2 PLAG1 MGAT4A PELI1 BMP2 ABR NTF3 SMAD6 VWC2 MAP2K4 PCDH10 ESRRG EN1 HOMER1 KIAA2026 FOXG1 ARHGEF40 SYNE1 PAXIP1 ZNF217 EPHA8 MLX PARP8 DZIP1L MAP2 DCAF6 TCF12 HLF C16orf72 NUAK1 CPEB4 EIF3A ARL2BP CCNE2 PDPK1 TMEM108 FAM135A TGFA QKI RGS7BP NR2F2 SERTAD2 SRPK2 NFKBIZ ADAM10 ZDHHC5 ZC3H7B SF1 TLE4 FOSB HERC2 MMP14 ZCCHC14 MTMR12 PROK2 WDR11 GNB2 VCPKMT CAND1 GADD45A PMPCB PIKFYVE LIN9 FKBP1A NEO1 STARD13 GPM6A GBX2 ETV6 TLX3 ETV5 HAPLN1 AFF4 NLGN1 ATP1A1 VEZF1 AFF1 FNIP1 MEF2D PKNOX1 LRRN1 LDLRAD4 PHF21A NHLH2 RAB38 DUSP8 WDR20 DUSP6 KIF20A PHRF1 ATMIN CAPZA2 STYX CBX4 TXLNB IL10 PAPPA GATA3 ARL15 PDE4B RNF38 RALA IL15RA FNDC3B RC3H1 ACTN4 STMN2 LRP1B FMR1 ACTN1 TMSB10 SOCS4 PDE4D ZNF711 ZER1 PKIA BICD2 YTHDF3 RELCH NUMBL MAP4K3 ASCL1 SLITRK1 EP300 VAMP2 FGFR2 ABCA8 WNT5A SLC38A3 WNT5B TFAP4 SOX4 ANLN ST8SIA2 PAQR3 MEIS1 CSMD2 MED12L HOXA1 TCERG1 NIPBL ZEB2 NUMB BRINP3 FBXO42 RUNX2 NOVA1 ZNF423 HECTD1 CLIP4 PARD6B RFX4 UST NR4A2 TEAD3 NR4A3 FOXP1 UBE2E3 NMT1 CAPRIN1 PDE7B ST8SIA4 PNRC1 HIVEP2 HDHD2 ZCCHC24 CADM2 RAI1 OSBP FAF2 HR MTREX RBSN LARP1 PAK5 SPRY2 ARHGAP6 PCGF3 ARHGAP5 SLC35D3 GOPC POU4F2 ATP8B2 CCNL1 CHST2 ARHGAP28 LCA5 MBNL2 UBE2H EDAR PRKCD RREB1 PURA LARP4B DIPK2A EIF4G2 EYA1 NCOA1 CEMIP NCOA6 CNTN4 SEZ6 MOB4 SMARCAD1 RNF214 WNT16 NFIX NR3C1 ARID2 BRD8 SETD2 PMEPA1 CHD7 NPTX2 CYP26B1 SYBU HSPA4 SCN5A TNRC6A CRIM1 CEBPB BOLA3 MBLAC2 FRMPD4 DACH1 RSF1 MKX RALGDS ATXN1 TMEM47 CILK1 BMPER SP1 MED13 DR1 SP3 SP4 METRNL C11orf87 DENND4A BANK1 MEX3C MEX3B CTTGTAT_MIR381 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTTGTAT_MIR381 DLC1 MSL2 FAM117A PDS5B HNRNPR SYNCRIP ACTG1 PRMT6 KANSL1 FOXF2 INSIG1 BHLHE22 STAG1 ADGRL1 LRRC4 PAN3 ANKS1B ROCK2 SIPA1L2 BTBD7 UBR1 NAV3 ZNF770 PDS5A ABRAXAS1 PMP22 UBR3 RALGPS1 NFKBIA SNRNP40 STX12 GORASP2 FCHO2 GAD1 HNRNPH2 IQSEC2 ASXL2 ARGLU1 OSBPL3 KLF12 WAPL GAS2 SEPTIN11 EPHA3 DDX6 EPHA4 SEMA6D R3HDM2 ETS1 RNF2 RAB2A MAP4 DHX40 KLF4 CCNT2 LZTS2 ZBTB22 ZNF532 MITF EIF3A GJA1 NBEA LCOR CLIP3 NAP1L5 SLC24A3 ANKRD12 SLMAP BRD7 QKI SEMA3C AGPAT3 JPH1 CARMIL3 RAP2C TUT4 GRM1 RAB11FIP2 EPB41L1 PTBP3 GTF2I GRM8 TCHP SIAH1 PRPF38B ZMYND11 MECOM COL3A1 AZIN1 NAMPT PDAP1 SNRK BCL11B BCL11A HBP1 ACSL3 FLRT3 NLK ATRN BIRC6 ETF1 MPHOSPH9 RPS6KA3 PAPOLA JADE2 GFRA1 PAPOLG NR5A2 SCAF8 MTSS1 NDUFAB1 JAG2 RPS6KB1 CNOT7 LURAP1L RNF144A TBC1D15 CGGBP1 ANKRD50 PSIP1 SRRM1 ELOVL7 EIF1 PDGFC ITCH RC3H1 RPL35A SATB1 YTHDF1 WEE1 VSNL1 DCUN1D3 PRRC2A KALRN WNT5A ZFAND3 SLC38A2 SSH2 SOX4 ST8SIA2 ABCA1 NHS RRAGB MEIS2 B3GNT5 RETREG3 RNF13 PARD6B CSTF3 NIN EPB41 PPP4R3B KCTD3 TRIM63 SHANK2 R3HDM1 NEXMIF PHF2 PNRC1 CREBRF KCTD15 CACNA1C XPO7 UBE2E2 TLN2 ARID4B RHOQ RBSN LARP1 CDIN1 CLCF1 CXCR4 VCPIP1 KHDRBS1 PURG MBNL2 NRXN1 CDK2AP1 UBN1 EIF4G2 ACVR2A EIF4G3 KIF1B HIPK1 ZFPM2 KPNA3 UBE3A MFSD14B PRDM12 GID4 ARPP21 APPBP2 CHD4 CEBPA UBE4A ANO4 MED14 UBR5 MED13L MED13 SLC6A8 HMBOX1 NFIA RNF111 AAAGGAT_MIR501 http://www.gsea-msigdb.org/gsea/msigdb/cards/AAAGGAT_MIR501 ALS2 MEF2C SCN3A KRR1 SMC1A DNAJB12 CLK1 SYT7 RGL1 PNN TAF5L CLK2 MAP3K8 RABGEF1 CTDSP1 ROBO2 H2AX CUL1 PITX2 SATB2 RET KCND2 MCU PLXNB1 LRRC1 APOLD1 CHODL PPP1CB SRSF2 CTDSPL2 GRB10 HES5 ZBTB18 JUN PPP6R3 HAS2 PPP2R5E SLITRK5 TRIM39 CAMTA1 ACADSB SOX4 RPGRIP1L KCNRG ADCYAP1 PPP4R3A SRR RNF11 MAP2K1 CELF2 ZMYM5 ACACA CELSR2 NR4A3 VDAC2 PCDH19 TNNI2 NEXMIF HOXB8 TOMM70 ZIC4 MYLK PHF6 LEPROTL1 SEPHS1 CACHD1 SGPP1 ALX1 SYNJ1 AMMECR1 LARP1 RASL10B SLC25A3 USP12 QKI PIK3AP1 TOGARAM1 MYB NR2F2 NFIL3 ERRFI1 PHC1 ZC3H7A LPGAT1 SOX11 ADIPOR2 ATP6V1H CBLIF CDK2AP1 PRKCE CD164 LPIN1 SYNC PURA KIF1C SENP3 KLHL14 UBAP1 SNAP29 BCLAF1 NFIX RDX MYCL KIF2A WT1-AS CCDC140 SLC35B3 C8orf82 BCL6 DCX WDFY3 PDK1 PLP1 UBE4B NFASC NPR3 TSC22D3 ELAVL4 UBE2Q1 RSBN1 TAPT1 JADE3 RAB22A WIPF2 CUX2 SPOPL RCN1 GGGGCCC_MIR296 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGGGCCC_MIR296 NOG SOX21 PPP2R5B VKORC1L1 AMMECR1L CLIP3 RTN2 WNT2 GPC2 CCDC88B UNC5A ACTR1A GPX3 SLC25A22 PRKACA SCRT1 CTIF SOX10 SH3D21 ZC3H10 SOX11 SOX12 TRIM41 LYPLA2 GMPR TRPM2 SRRM3 NUMBL MAP7D2 GNB2 HIPK1 ARRB1 HOXD3 LRCH4 ZNF740 DBN1 EPN1 PPFIA3 CPLX2 DRD3 ONECUT2 CACNB1 ELK1 CNTFR SRF ZFP36L2 PPAN ACE ADAMTSL1 PPM1N ATG2B RETREG3 SMG7 ARAP1 SLC30A3 POU3F1 IQSEC2 FAM89B FOXL2 LRRC41 PTPN5 IPO11 TAOK3 FOXP1 RNF44 LARGE1 KREMEN2 PLPPR5 ZBTB4 KCTD17 PARP6 SYNGAP1 ZNF219 CTACTGT_MIR199A http://www.gsea-msigdb.org/gsea/msigdb/cards/CTACTGT_MIR199A ATP1B1 PDS5B AP1G1 ATP1B2 TSPAN5 PI4K2B LRRC4C ZNF638 FGF12 UXS1 VCAN SLC7A6 CITED2 CDH22 ACTG1 TOP1 GOLGA8EP GLT8D2 GOLGA8B RNF141 MAP3K4 ANK2 PLOD2 LZTS3 GOLGA8G VEGFA PROSER1 SLC4A4 GOLGA8A TMEM161B C6orf62 MTOR CSNK1G1 RBL2 SCUBE3 RREB1 LRRC1 ZHX1 LIFR BTBD7 TANC1 SIPA1L3 FAM193A PSD2 TGIF1 CTDSPL2 TACC2 ASCL1 ZBTB18 FNBP1L RNF139 PDGFRA AKIRIN1 PPP2R5E LUC7L3 TGIF2 NFE2L2 SMARCA2 DCBLD2 CAMTA1 ADAMTSL3 ABCA1 CXXC5 SRF TAB2 SORCS3 KCNMB2 FOXQ1 MEIS2 ITGB8 RLIM GIGYF2 HECTD2 HOXA9 RUNX1 NOVA1 FN1 PLAG1 DNMT3A AEBP2 BMP2 CCM2 ZEB1 MAP2K1 GABRA4 SUB1 TAF5 AFAP1 PTPN5 WAPL MET KCNK1 FOXP1 FXR1 GOLGA6L9 HYOU1 ATF3 SEMA6C EBF3 NACC1 MAP6 RBM39 SECISBP2L PHF6 SOBP NRP2 CCNT2 FAM222A ZFAND4 KDM6A CPEB4 DPP10 ARID4B ARHGAP21 CDC42 FOS BZW1 ARHGAP20 GALNT18 DLG3 USP11 QKI NAT14 CALCRL SLCO5A1 GOLGA4 AKT3 DPP4 NXPH1 MBD6 PLEKHH1 MBNL1 ARRDC3 ARHGAP24 EML4 EDEM3 PDIK1L C1orf21 ACVR2A MAN2A1 SIK2 MANEAL SLC26A9 KDM3A SPAST NAA25 YTHDC1 NINL ADGRG2 BRSK2 ZNF654 DPY30 KIN APLP2 SUMO3 ZNF706 STAT6 SNN CHD7 GPM6A PPP1R12A ETV1 CD24 TNRC6B BAZ2B PTX3 CDK17 RBM25 EHD3 RAB2B CBL PHLPP2 AFF4 NID2 DGKI PHF12 WSB1 MEF2D NAA15 GFPT2 ZBTB4 RNF111 VLDLR CAAGGAT_MIR362 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAAGGAT_MIR362 CPEB4 EIF3A CTCF KDM5C KCNIP4 TRIM3 OLIG3 DNAJC11 RAPGEF6 USP15 RC3H1 PIGA PRKCA KCNMA1 NOL4 STRN3 PSD3 TLE4 DLL1 NPEPPS TBC1D25 YTHDF3 ACVR2A SEMA4F HOXD3 EIF2S2 VAMP4 RNF24 CHSY1 LUC7L3 CNTN4 GADD45A SRGAP2 CDK5R1 LENEP GLIS2 EDEM1 RIMS4 SUGP1 LRRTM4 SORBS2 DENND6A BCL11A SPATA2 LHX4 TCEA1 PLAGL2 SGIP1 DVL3 PLP1 GPR180 SPTY2D1 ACACA SMG1 GRIA3 DBNDD2 ISL1 CAPN3 MIER3 TMEM115 NMT1 RBM46 P3H1 SEC31B LGALS3 RNF145 GTGTTGA_MIR505 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGTTGA_MIR505 MKRN1 ALS2 MSL2 GDA CTDSPL MXI1 CBX6 CITED2 ZIC2 ATP2B1 ATP2B2 H2AZ2 USP32P2 CGGBP1 LIN28A STRN3 MECP2 PDE4D ARNTL SRSF1 BICD2 YTHDF3 GCC1 LRCH1 ZBTB18 HUWE1 CEP44 NFE2L1 PMP22 AKAP1 GLP1R UBR3 SIRPA IRF2BPL CNIH1 KCNJ2 TAFA5 SH3RF1 UBE2D3 KRAS TTBK2 DDX3X DDX3Y RUNX1 DHRS11 B4GALT1 PALM2AKAP2 CYP46A1 MAFB CELF1 AGFG2 CAMK2N2 CYFIP2 FAM122A SOBP GPR85 GPBP1 EIF3A CANX PDPK1 RANBP9 RTF1 SLC25A3 KHDRBS1 TBL1XR1 TMEM263 PCDH9 VEZT MBNL1 RREB1 ARHGAP26 MYCN HIPK1 CCDC178 EPN2 SRGAP2 OTUD4 USP6 OTUD5 ZMYND11 FOXO4 YPEL5 FIGN BCL11B KIAA0408 DHX15 CAMK2D NDUFA4L2 ZNF609 USP32 FZD8 SLC12A2 BMT2 BOLA2 CREB1 ELAVL2 DPYSL3 SIRT3 RNF44 SON MAPK14 USP47 SLC18A2 SELENOI ATACTGT_MIR144 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATACTGT_MIR144 ALS2 VKORC1L1 HNRNPF CHTOP CCT2 ITSN2 CLK1 WTAP ATP2B1 ACBD3 ATP2B2 BRPF1 SIN3A PHTF2 HNRNPU BEX3 RARB STAG1 LIFR PIM1 NAV3 RIC8B MSX1 MAPK6 ZBTB18 ST18 FBXL3 UBR3 GCNT2 AHCY PFKFB2 FOXO1 RPGRIP1L MYT1 ARFGEF1 SORCS3 DMD LHX2 HOXA10 KBTBD8 IDH2 AGRN IGIP FAM126B SREK1 UNC45A PLAG1 CELF2 ESRRG TRIO PCDH18 ZNF777 FOXG1 SEMA6A SEMA6D SFRP1 ETS1 MARCKS SOBP NRP2 PPARA BACH2 CACHD1 CPEB2 CPEB3 SENP7 CCNE2 LSM14A ST6GALNAC3 HSF2 SLC23A2 QKI NR2F2 JPH1 NKAPD1 CCNK FAM76B FOSB GLCCI1 ARRDC3 FMN2 SS18 ZDHHC17 RIN2 CCDC88A ACSL4 FBXW11 BCLAF3 CD28 AFF4 TBX1 PKNOX1 NAA15 TFRC PTP4A1 USP42 CDH11 CAPZA1 EIF5 CBX4 CBX1 TTN CXCL12 FAM193B ANK2 PAPPA GATA3 STARD8 PUM1 FNDC3A RBM12 KAT6A PABPN1 FMR1 PDE4D ARID1A ELL2 PTHLH SLITRK4 PTGFRN NFE2L2 SMARCA1 CAV2 SNAP91 TFAP4 MEIS1 PPP1R16B UBE2D3 UBE2D2 MEIS2 ZEB2 MTPN RHOBTB1 ZNF800 PTPN9 NIN RFX4 EPB41 MYO1E PDE7B NEDD4 ZIC4 PNRC1 HDHD2 CREBRF FBXO32 WIF1 ANTXR2 E2F8 PAX3 LGR4 ZNF207 DGCR2 MAP7D1 CALCRL DLG5 SUCLA2 KIAA0232 TBL1XR1 ZCCHC2 ARID5B ZFX NCOA7 EDAR SLC7A11 PURA EIF4G2 PANK1 CC2D2B KPNA1 BICRAL SRSF10 PPP3R1 HAT1 ATP5MC2 NR3C1 CDH2 ARID2 TRIB1 ALDH1A3 MSI1 CDK19 C19orf73 PAFAH1B1 APPBP2 WDFY3 UBE4A SLC12A2 MED14 RGS16 SINHCAF ATXN1 SON GSPT1 SP4 GDF10 SMPD3 RNF111 TGTATGA_MIR4853P http://www.gsea-msigdb.org/gsea/msigdb/cards/TGTATGA_MIR4853P AGO2 GDA ATP1B1 VAPB STK35 STYX JAG1 CD2AP HOOK3 ZIC2 TOP1 ERC2 ANK3 TIMM9 SPRED2 RNF38 PUM2 ABHD17B ASAP2 API5 RC3H1 RBMS1 GRID1 MAGI2 PTPRM ANKS1B STMN2 FMR1 STIM2 ARID1A TMSB10 PISD PDE4D PPARGC1A ZNF770 LIN54 SMPX FBXL7 ILRUN RNF135 ADAMTS3 UBR3 ADAMTS4 CHKA PLCXD3 GNAI1 MAPKAPK2 SOX9 C3orf70 SNRNP40 GAD2 MEIS2 SYPL1 ZEB2 CNR1 RETREG3 RAC1 GIGYF2 KBTBD8 DYRK2 MAML3 RUNX2 TMEM30A RNF13 ZMYM4 CKAP5 MAFB MYO1B PTPN2 SMG1 KMT5A SETD7 HDAC4 UBE2E3 NOTCH2 NRF1 PHF1 ULK2 DYRK1A CREBRF RFX3 RAP1B CADM4 RBM26 CRYZL1 ZMAT1 ENY2 TSHZ3 FAM222B FOXK1 CLIP3 PTMA RNF220 BMI1 PCGF3 ARHGAP20 SNPH RHOA SEMA3C WDR33 NXPH1 KCNMA1 PURG CTBP1 TBX15 PIK3C2B SOX11 RUNX1T1 NRXN1 NSMCE4A PPP4R4 KANSL1L RBBP6 DAPK1 ZFAND5 TMEM184B GNB1 RALGAPB KIAA1217 OTUD4 CPLX2 GANAB CCER1 PPP3R1 PPM1A AZIN1 NR3C1 IVNS1ABP TRIB2 GLS2 PLPPR1 CDK16 CDYL QSER1 GPM6A EMC7 FBN2 KIF21A DTNA DAGLA PI4K2A NLK AFF4 VEZF1 MKX UBE2Q1 SIRT1 CILK1 RNF44 SP1 YAF2 SP3 PLSCR3 MAT2B RNF145 GTATTAT_MIR3693P http://www.gsea-msigdb.org/gsea/msigdb/cards/GTATTAT_MIR3693P MSL2 RAB3GAP2 NOG LTBP1 CD2AP ADGRL2 SFSWAP GIT2 ZNF395 OXR1 EFNB2 SUN2 BOLL HES1 VEGFC ADAMTS6 SPAG7 BACE1 AGAP1 AMFR ADAMTS3 RAB10 EPS8L2 PLPPR4 PTCH1 FOXO1 MMD AFAP1L2 KCNJ3 DMD TRAPPC8 ZDHHC9 PPP2R2C MGAT4A PELI1 KMT2A ZEB1 PTPN12 PCDH19 FOXG1 TMEM117 ZFHX4 PAXIP1 PIANP TRPS1 MAP2 CHST15 CEP41 TCF12 PCDHA6 PCDHA7 GPR85 PCDHA8 PCDHA9 PCDHA2 NUAK1 PCDHA3 PCDHA4 PCDHA5 PCDHA1 WBP4 ARL2BP CCNE2 HSPH1 FAM135A DIP2C QKI NR2F2 ZNF281 SRPK2 ADAM10 TUT4 ZFAND6 TLE4 ZFAND5 HAO1 NCK2 RAB11FIP2 ZDHHC17 CLIC4 ZMYND8 OSBPL11 PIKFYVE RBM33 SLC39A10 TLX3 BAZ2B FBXW11 ETV5 ELMOD1 FLRT3 BCAS1 AFF2 VEZF1 ATP8B5P FNIP1 LRP1 FYN AP2A1 YAF2 WDR20 GFRA2 KIF20A CASR SLC6A1 GABRB3 MYLK4 ATMIN CAPZA2 STYX CAPZA1 CBX4 CASK RPS6KB1 KLHL3 ST3GAL3 PDE4B RNF38 DNAJC6 SPRED1 LRP1B CNBP PDE4D ZNF711 BICD2 PKIA YTHDF3 RELCH NUMBL EP300 FNBP1L NBR1 VSNL1 SMARCA1 BMPR2 SOX4 ST8SIA2 MEIS1 PCDHAC2 PCDHAC1 UBE2D3 NIPBL ZEB2 RNF11 PCDHA10 PCDHA11 PCDHA12 PCDHA13 ZNF423 RNF13 RFX4 TAF5 KCTD8 HOXB3 PDE7B PNRC1 CREBRF UBE2E2 DNAJB5 RBM26 RAI1 TLN1 ARID4A PAX6 RBSN LARP1 ARHGAP6 GOPC PRKCA LIMK1 ARHGAP28 MBNL2 MBNL1 NCBP3 ZFR ACVR2A EYA1 NCOA3 CFL2 FOXN2 ZFPM2 UCHL3 SEZ6 MOB4 ADAMTS19 MAL2 NUP93 CDH2 ARID2 SETD2 BRD8 NPTX1 PLPPR1 CHD7 PPP1R12A CDK19 TNRC6B GLRB CEBPB SIRT1 RSBN1 WSB1 CILK1 MED13 DR1 SP3 SULF1 MEX3B TCCCCAC_MIR491 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCCCCAC_MIR491 TLN1 CCDC113 HPS1 MPV17 CDHR5 ITPKA DMPK SEH1L MAPKAP1 SMARCD1 PUM1 TRPV4 KAT7 VWA1 IGF2BP1 AGPAT1 KHDRBS1 ZNF644 ZC3H7B MBD6 DMRT2 ESYT3 C2CD2L TAF10 HOXC11 TRIM33 SEMA4G PDGFRA PATZ1 STC1 ARL4D AKAP1 TRIOBP PLPPR4 APH1A GDAP2 GIPC1 N4BP3 ATXN2L MEIS2 APPBP2 MN1 IL1RAPL1 AGFG1 CHD4 MOCS1 B4GALT5 CHD3 GPD1 TCF7 MAP1A SCAF1 CSRP1 SEMA6D ATP2A1 ZBTB4 SYNGAP1 RNF40 NFIB DNAJB5 GCTTGAA_MIR498 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCTTGAA_MIR498 CAPZA2 SMC1A MORF4L2 CBX4 ITSN1 AGBL5 ATP2B1 OLIG3 PACSIN2 PDE4B RNF149 DHX35 SPRED1 SS18L1 KCND2 SOCS3 LRP1B UBE2J1 MECP2 PSD3 CHODL SIX4 RBPMS COL1A1 DCBLD2 ZNF518A PAM PTCH1 ST8SIA2 MEIS1 WT1 ZEB2 RNF11 TMED10 RUNX2 SREK1 DCAKD CPNE8 KLF12 CELF1 MOB1B CACNA2D3 SLF2 ZIC4 TMEM245 MAB21L1 PHF6 CADM2 CCNT2 BACH2 C16orf72 DICER1 GJA1 PDIA6 NAP1L3 COA7 CCNE1 RAB6A KPNB1 FANCA PURG SOX11 ARRDC3 EML4 FERMT2 C1orf21 NCOA1 ANKRD28 HIPK1 STXBP5 MAPRE1 ATPAF1 ARL4C SRSF10 CMPK1 ITPRID2 YPEL2 CAMK2G C5 ABTB1 EPB41L4B ZFP36L1 RNF125 TSC22D3 TSC22D2 SNRK FAM214B RAB11A HBP1 PPP3CA EXOC5 PIK3R1 DTNA BAHD1 FLRT2 RBM24 PIP4P2 PKNOX2 RNF43 DUSP4 SLITRK2 TFRC GRIA2 WDR26 NAA15 FYTTD1 BCORP1 RAB22A CRH LSM12 IRF2 DERPC CTNS GTGGTGA_MIR197 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGGTGA_MIR197 CNPY3 DPP3 OSBP AGO2 HNRNPD TTLL7 SYNGR1 KCNIP2 ZIC3 ADGRL3 ANK2 DDX11 RAB28 IL1RAP BCL7A FBXO21 SAR1A SCAMP1 KCND2 DUOXA2 PNCK ARHGEF5 CILP HERC4 ATP6V1A PPM1E FAM122B MAPK4 KLHL14 AGAP2 RNF26 PYY2 TXLNG USP4 ARL6IP1 CTNND1 ASB15 UBE2R2 SLC32A1 TAL1 FBXW7 GATAD2B PHF20L1 SPPL3 PTPN9 NUP153 NLK GRIN1 PPP4R3B NLGN1 ZNF827 ACACA SMG1 ETF1 BRCA1 ARMC1 PCDH19 PIANP GRIA2 OTUB1 SMYD5 SELENOI NHLH2 EBF1 FBXO33 CMTM4 SYNGAP1 IGFBP3 GGA2 RBM38 DNM1 DDX52 GGGCATT_MIR365 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGGCATT_MIR365 HMGCR RAB1B MYLIP ZNRF1 KMT2E TIAM2 RAPGEF4 MAP2K7 RBM12 FNDC3B API5 SATB2 ZNF644 ANKS1A UBAC2 YTHDF2 SOCS5 SIX4 PKD2L2 ADAMTS6 ARRB2 MAPK1IP1L RUSF1 VGLL4 PRDM1 ADD3 DCUN1D5 PPP5C KALRN C18orf25 EIF4E3 SSH2 ENTPD7 ESRRA BMP1 SESTD1 EFEMP1 NR4A2 LIN7C PCNP UBP1 KIAA2026 DLX3 HDAC4 LAMP2 PLEKHA7 RNF152 ETS1 ST8SIA4 TMOD3 HDAC9 TLL2 MYLK FAM91A1 SYNJ1 PAX6 AMMECR1 PAX2 ARHGAP12 ANKRD17 WDR37 PLCB4 ANKRD11 SNTB2 HHIP CSK KLK15 AKT3 MAU2 SGK3 LDB1 G3BP2 ARRDC3 ARRDC2 FMN2 ANKRD28 ADM HIPK1 PTGDR SRGAP3 GRAMD1C KCNH2 SRGAP1 ACVR1 REV3L ING3 GALNT4 NR3C2 NUFIP2 SNRK COL7A1 BCL11B ARMCX3 ETV1 USP33 DTNA SLC8A2 TRHDE SGK1 CREB5 RICTOR PHF12 SINHCAF YWHAH RAB22A JADE2 USP48 TP53INP2 TGAGATT_MIR216 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGAGATT_MIR216 RP2 CAPZA2 HNRNPM ADGRL3 ZFP91 OLIG3 COL12A1 BRI3 ITCH TMEM161B VANGL2 DCLK1 ARID1A PTPRT YTHDF3 ADAMTS6 TMEM106B PARP12 CADM1 RNF138 LAMC1 RAB10 MYBBP1A PCCA DRD1 GPBP1L1 RPGRIP1L NHS C8orf86 DAZAP1 CHSY3 AKT1S1 KRAS SRR SSX2IP RAB6C GABRA1 SMAD7 KLF13 SMG1 NACC1 FBXO33 RANBP10 CRYZL1 GPR85 GPBP1 CPEB4 AP3S1 HSBP1 PTEN YBX1 TNFRSF11B ANKRD16 SLC24A3 TCERG1L SMC4 RAB6A CSK MSL3 CCDC28A VCPIP1 EGR3 ADIPOR1 ESYT3 MMP16 MBNL2 PRKCE UBN1 EML4 PDIK1L NCOA1 CEMIP KDM3A OSBPL11 MAPRE1 MATR3 IKZF4 PPM1B ZNF653 NETO1 POM121 SORBS2 BCL11B GATAD2B RAB11A TNPO2 CRIM1 BUB3 BCL9 WDFY3 KRT80 ZFC3H1 TBX3 CEP192 ELAVL2 ETF1 MEF2D PPP1R9B NAA15 SP4 ZBTB4 NHLH2 JAK2 ZBTB2 CUX2 HTR2C GTCAACC_MIR3805P http://www.gsea-msigdb.org/gsea/msigdb/cards/GTCAACC_MIR3805P FRAS1 PLAG1 AEBP2 HMGN2 KMT2A MICAL2 MDGA2 VWC2 CLUH ITGA9 HOXA1 CD83 TRIM2 HMGN2P46 COLQ ANKRD49 CREG2 FRMD4A KLHL13 COL1A2 AKAP1 RNF111 GGTGAAG_MIR412 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGTGAAG_MIR412 PRX DLC1 FAM222A CDX2 BTRC CHMP7 HNRNPD HPS1 CUL3 CCDC88B DDX11 ANK2 CLK2 MIDEAS SRPRA RAB28 TRMT5 PHOSPHO1 FOXO3 FMNL2 SATB1 ZFX BSN TMEM70 SGMS1 ARRDC3 PPP1CB PCF11 HIF1A TMEM129 TMSB4X NKIRAS2 CDK5R1 RALGPS1 DAG1 ABHD3 FKBP1A WARS2 SOX6 TRMT11 RNF207 UBE2D2 CSDE1 BCL6 TMSB4XP8 IQSEC2 FAM120A WDTC1 FAM124B TAOK3 MROH7 BRCA1 DDX6 SLC16A3 NKAIN2 CLPTM1 EIF4E ARMC8 IRF7 PKP4 MBTPS1 CLCN5 AGGGCCA_MIR328 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGGGCCA_MIR328 NRP2 PRX UBFD1 SEPTIN3 RBM14 ARID4B DPH2 ST20-AS1 LGR4 SHISA5 PAK6 MAX ST3GAL3 DDX11 SLC2A1 H2AX PLCB1 ASAP1 AGPAT1 SERTAD2 EDARADD DYNC1I1 ESCO1 RSBN1L SCN2B CSNK1G1 SPECC1L FAM133B PNCK SOX11 ARID5A MECP2 PIM1 SIX4 LRRC75A NRIP1 SLITRK3 CHST7 TESK2 PSME3 ENHO VSIG4 ARL4C FGD1 FOXO4 TTC38 YWHAZ UBE2Z NR3C1 KCNA7 ASB15 RPP14 SUGP1 TTYH3 ZNF704 ATXN2L GPM6A RPS29 SNRK ZC3H12B USP37 SLC39A5 H4C4 ETV6 HAP1 ZNF423 PLAG1 DNMT3A ESRRA WDTC1 PTPN9 GSTCD AFF2 DPYSL3 METTL16 ITGA5 ULK2 RBFOX1 JADE2 CADM4 GTGACTT_MIR224 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGACTT_MIR224 CAST ENAH SEPTIN3 PRPF4B FOXN3 PDLIM7 NIT1 ATP1B3 HMGCR LYPD6 EFNA3 NOTUM UBQLN2 MYLIP WTAP UBQLN1 ITSN1 MAF1 AMOTL2 CBX7 OTUB2 HOXD10 SYP EPC2 TMEM9B CYRIB BRPF3 CGGBP1 HNRNPU RNF38 PUM2 GTSF1 SLC4A4 API5 GTPBP2 RND3 HES5 PDGFRA STMN1 PIEZO2 C18orf25 PHLPP1 GPN1 FTH1 ATF2 UBE2D3 TCERG1 PRR3 DDX3X HOXA5 HOXA7 DDX3Y KBTBD8 TRA2B RUNX2 FAM126B AP2M1 ZNF423 MGAT4B SPPL3 MAFG PLAG1 CPNE8 RBM12B IL1RN SMAD5 ACACA NR4A2 SMAD4 NR4A1 ITGA3 CASC3 H3-5 TMEM117 ZFHX4 MARF1 CREBRF H3-3B DIO1 RERE KCTD12 HABP2 C19orf47 KIF23 CPEB2 NUAK1 GLRA2 AMMECR1 SYNGR1 SDC4 ZNF207 GPC4 ARHGAP21 CDC42 CERKL GGNBP2 TRIM9 SLMAP KDM2A QKI YOD1 KLK15 SERTAD2 KCNMA1 PPP2R1B RBBP5 EGR2 PKDCC CDK9 MBNL2 NPAS4 FOSB MBNL1 UBE2NL ARHGEF12 AMIGO2 EYA4 PPEF2 PAXBP1 IGF2R NCOA6 CCDC178 KDM3A SMARCAD1 AZIN1 ZNF655 ITM2B SUFU GCH1 FNDC5 COL7A1 APBA2 USP37 POLR1D ACSL4 ZDHHC20 PTX3 PLPP3 BAZ2A MAF NUP153 BMT2 MAP1B SLC12A5 AFF3 CREB5 DPYSL2 WSB1 WDR26 MED13L DR1 MAPK14 SP7 ID3 CIT DNM1 GGA3 GAGACTG_MIR452 http://www.gsea-msigdb.org/gsea/msigdb/cards/GAGACTG_MIR452 UBFD1 TLN1 ADGRG6 LZTS1 AMMECR1L DPP10 PRRX1 UTP15 VPS37A RORC SYNCRIP CBX1 ZIC1 CNOT7 ITPKA MOB3B GTF2E1 HOXC8 DYNLL1 P4HA1 SLC25A23 SLC25A27 FAM53C OGT DOCK11 FOXO3 NXPH1 ADGRL1 GK5 CTBP1 ZNF644 PLXNB1 ZDHHC5 LDB1 CILP ADIPOR2 DCLK1 EEF2 NPEPPS PDP1 ZFAND5 ACVR2A PPM1G MAPK6 CADM1 ILRUN FBXO11 CPSF7 BCL2L2 EPB41L4B EPHB3 OCRL MEIS1 CALU TCF20 SH3GLB1 PPP2CA GIGYF2 PPP1R12A AXIN2 TCF4 BCAS3 CDC42EP3 MTMR4 UBE2K FAM126B DHX57 FLRT3 KIF24 TAF4 RAB8B CCPG1 ZFC3H1 BOLA2 PAIP2 SNX27 CELF1 SPTY2D1 EN1 PCDH17 RSBN1 PLA2G4A SLC6A9 EIF4E SP1 RAB35 DYRK1A PRICKLE2 RHOT1 GTDC1 RBM14 TCF12 ABCC5 GGA3 CAGGGTC_MIR504 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGGGTC_MIR504 IER2 KDM1B BACH2 HMGN2 IL16 CTDSPL DBNDD1 AMMECR1L ATP1B4 SDC4 PAN2 CNOT6 GPC4 POMT2 PCDH1 PRKAR2A GATA3 SLC25A22 ELOVL6 DND1 OGT CSNK1G1 BAIAP2 VANGL2 SHISA7 MECP2 TMEM121B RREB1 PURB CDIP1 SH2D3C GRM3 KLHL18 SOHLH1 HTR7 MNT SGCD SORT1 STC1 ILRUN HAS3 ZMYND11 USP2 CAMK2G USP9X IKZF4 MMD CNTFR NFIX COPS7B RRAGC ARNT LINGO2 LIF CDK16 HMGN2P46 CEP170 ZDHHC9 ZNF608 CHD6 YES1 DCX IL1RAPL1 SUGP2 CHD3 PALM2AKAP2 MCMBP EPB41 KLF13 PCDH10 SAMD11 PCDH17 FXR2 POLR3E FZD7 LAMTOR1 NRF1 RNF44 H3-5 H3-3B CHRD SMPD3 TP53INP1 PPIP5K1 GCTCTTG_MIR335 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCTCTTG_MIR335 ADCY3 SLC45A3 POU6F1 ATP1B1 ZSWIM8 KDM2B UBE2G1 F13A1 SNIP1 RPRM AP3S1 CERS5 TRIM13 ARHGAP12 ADGRL2 MAX PLOD1 STARD7 OLIG3 SRPRA WWP1 BSDC1 LONRF1 KAT7 IGF2BP2 ZDHHC8 FMR1 ZHX1 PSD3 STIM2 ELFN2 PCDH9 KLHL28 UBE2H NPAS4 NRXN1 PANK2 CRKL HOXD8 ARPC5L EIF4A2 SGCD DCUN1D3 CHFR PRPF38B NAA25 TPST1 PPP6C RTN4RL1 SORCS1 EPB41L4B CALU SREK1IP1 GLYR1 FAM107B HAND1 FAM131B RETREG3 TCTEX1D1 SYN2 TFDP2 ZMPSTE24 CNN1 PHF20L1 KDM4C RASA1 CRIM1 CEP350 NAA50 POLR3H WAPL GALT KMT5A NR4A3 VAV2 ETF1 ISL1 RSBN1 SH3BP5 SP1 MLX MAP2 GLIPR2 CD79B SECISBP2L ABCC5 SLC9A1 TCGATGG_MIR213 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCGATGG_MIR213 MAX SPACA6 APP SATB2 GANAB AGPAT4 GTCTTCC_MIR7 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTCTTCC_MIR7 SLC8A3 FOXN3 CNOT8 AGO1 PLXNA1 CCSER2 CAPZA1 TRMT13 LEMD3 RPS6KB1 PLEC PRKCB PAN2 VMA21 RNF144A ATP2B2 DIRAS1 SRSF5 RNF141 CRY2 CGGBP1 MAP3K9 LZTS3 SMARCD1 LRRC59 FAM53C ZNF395 ITCH OGT SLC4A4 FAM83D SCAMP5 OXR1 SATB1 IRS2 SCN2B STRN3 PIK3CD PIM1 ELFN2 PDE4D DDIT4 C16orf70 MAPK4 BACE1 ARL8B ANKFY1 RNF20 VPS26A GAL3ST3 SLC38A4 SLC38A2 ERBB4 CSMD3 RAB5IF AMBRA1 SKP1 KCNJ2 SRF CALU CHSY3 NR1H2 PTK2 PFN2 POLE4 UBE2D2 CLASP2 HELLS FAM126B PLAG1 MAFG DNMT3A OSBPL5 TBC1D10B KLF12 CKAP4 HPCAL4 ASXL1 WAPL ESRRG MOB1B KMT5A SMG1 STIMATE NR4A3 USF3 ABCG4 SHANK2 VDAC1 EPHA3 CACNA2D4 RNF114 MARF1 SEMA6D EPHA8 NREP HOXB5 DYRK1A ARF4 SMYD5 MAP4 SLC25A15 TCF12 KLF4 LTN1 CCNT2 ARID4A LRRC8A ZBTB22 PAX6 GABBR1 CLIP3 GLI3 CNPPD1 ANKRD12 CCDC43 MAPKAP1 RGS7BP IGF2BP2 BOC ADAM11 EGR3 G3BP2 PURB SRRM3 MFN1 WDR47 MIER2 CA7 SEMA4C OSBPL11 PATL1 SERP1 SRGAP2 BICRA PPFIA3 ABHD8 CNN3 MKNK1 COL2A1 SPATA2 ZNF609 PCSK7 CHAMP1 FAM168B ACSL4 CHD3 FLRT2 PLP2 CNNM4 CYTH3 IPO11 NLGN2 RAF1 DACH1 TMED9 SELENOS RSBN1 ATXN1 SLC6A9 TFRC SP1 ADCY9 RBFOX1 HERPUD2 PHF21A WIPF2 PBX3 UBLCP1 TCTAGAG_MIR517 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCTAGAG_MIR517 YPEL1 HMGN3 ING3 MSTN SLC39A10 RBM3 SMC1A FST FBRS HOXB13 BCL2L2 CBX8 MAGED1 CUL3 ARIH1 HOXA4 PAPPA BRINP3 SCRT1 TNPO2 DCX SNAP25 LYSMD1 GTF3C4 TWIST1 AEBP2 ARGLU1 PTPN9 KCND2 MED26 METTL5 CS CELF2 ILF3 ISL1 PLEKHA3 RND3 TMEM117 PKNOX1 HOXB9 FAM122A SECISBP2L FEZ2 RNF40 HLTF TP53INP2 GGCAGAC_MIR346 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCAGAC_MIR346 SRSF10 AGO2 EIF3J FGF7 CADM3 SZRD1 SYT8 RPS6KB2 FSTL4 COL2A1 LIF PFN2 KRAS CCDC88B LRRTM1 CCDC136 CALN1 ZNF609 BCL6 HBP1 OGT TRAF7 PIK3R3 IGF2BP1 NRBF2 CSNK1G1 OSER1 ZFC3H1 SF1 SMAD3 AFF2 MBNL1 ABCC12 MAN1C1 FAM155B PPP1R9B CSNK1D DNAJB3 GRM7 PRICKLE2 LRP6 KCTD15 FGF7P3 RBM39 AGGCACT_MIR5153P http://www.gsea-msigdb.org/gsea/msigdb/cards/AGGCACT_MIR5153P MKRN1 JPH4 SYT1 MBOAT2 COX11 AGO1 SKIDA1 ZKSCAN1 MAP3K7 HOGA1 SEC62 DNAJC16 TRIM9 BBOF1 LRRC37A6P BTBD3 QKI TLK2 OGT KAT6A FMNL3 PTPRG EFNB1 SOX11 MMP19 GAN DLL1 ARHGEF12 DCTN4 BICD2 STK4 ZFAND5 LARP4B IL18BP BAZ1B DCUN1D3 XRN1 ARL4C CLOCK MTDH UBE2Z YPEL4 GIGYF1 IKZF4 ITPRID2 LRRC31 NANOS1 MDGA2 DAZAP2 FAM185A ARIH1 RIPOR1 NPAS2 CYB561D1 FAT2 DHX15 GATAD2B GALE PAFAH1B1 NEDD4L SLCO3A1 PAFAH1B2 TNRC6B BCOR BAZ2A MTMR4 ZBTB7A EPB41 CS NR4A2 DPYSL5 SUV39H1 SLC6A15 URI1 VEZF1 PCDH17 CAPRIN1 RNF43 EPHA7 SYNE1 RPS6KA3 CDKN1B SP1 PPP1R7 SEMA6D DYRK1A C11orf87 LRP8 CACNA1D ATAGGAA_MIR202 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATAGGAA_MIR202 MSL2 ENAH LEMD3 LUZP1 CNOT6 IQGAP1 ESRP2 PRMT8 ATP2B4 TARDBP ROBO2 SPRED1 ASAP1 SCN2B VANGL2 GID8 ACTN1 BICD2 LHFPL3 MIB1 TRIM33 MAPK6 LNPK PPP5C EIF4E3 ZFAND3 SNAP91 GPBP1L1 SORCS1 SUCO KRAS DDX3X RNF11 NDRG1 UBE2K KMT2A KLF12 CREBBP TGFBR2 EI24 HOXB2 EAF1 MARCKS TCF12 PLEKHA1 ARSB HLF ELF1 CPEB3 DNAJC10 PTEN STOX2 BAG4 PCGF2 ANKRD13A NR2F2 LBR USP15 CTBP2 SSBP2 KHDRBS2 PGAP1 ANP32E ESR1 FAM76B RAD52 LDLRAD3 SENP1 ZNF362 BTG1 ACVR1 CCDC88A MED1 USP8 CNN3 SNX16 TENT5C ZNF652 BCL2 BCL11A KIAA0408 SMG7 APPBP2 RNF121 ACSL3 RASA1 CD28 TTC13 CBL GRIA3 TYW5 SINHCAF STAT3 ATXN1 RPS6KA3 NAA15 MED13L ERBIN YAF2 SFPQ RAB22A MEX3B CCAGGTT_MIR490 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCAGGTT_MIR490 UBFD1 C16orf72 RAB1B PRKX SLC35A4 FBXL19 ERC2 DDX17 SLC1A3 KCNK7 PAPPA PCBP1 PCBP2 SMARCD1 FAM219A ZNF395 OGT MTERF4 OXR1 SCRT2 SOX11 FAM76A HMGA2 TNKS2 NRIP1 DIPK2A GNB2 PATZ1 PSME3 AVL9 GAL3ST3 SLC39A14 CAMTA1 PBRM1 PPME1 MDGA2 AHCTF1 NHS NUFIP2 NR2C2 SETD2 SUGP1 RASAL2 HIC2 DUSP13 GGT7 NPM1 MSI1 TRMU SZT2 MBLAC2 TAF5 TGFBR1 ARHGAP33 ACACA SMG1 CD63 ETF1 PAPOLA PAXIP1 SLC6A6 SCN4B GTDC1 SMURF1 LUC7L TTGCCAA_MIR182 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTGCCAA_MIR182 MEF2C MSL2 AJUBA DYNC1LI2 ADCY2 AGO1 ATP1B3 ADCY6 GEMIN8 L1CAM ZNRF1 CD2AP CITED2 ADGRL2 GOLGA8EP CD47 BDNF CUL5 INSIG1 FOXF2 GOLGA8G GIT2 BHLHE22 MTURN OGT CAMSAP2 GOLGA8A FOXO3 BHLHE41 C9orf72 AUP1 TXNL1 PLD1 RARG MAGI1 EFNB2 SGMS1 BCL2L13 MARK3 BCL2L12 ZC3H15 PRDM1 RAB10 ADD3 RNF208 PDXDC1 CDV3 IRF2BPL PLPPR4 ELL MMD MYO19 OCRL EPHB1 RIMS3 TMEM50B SYPL1 WIPF1 RAC1 LHX3 HOXA10 ZMPSTE24 FAM126B NKX2-2 ARGLU1 AEBP2 KLF7 KMT2A KLF13 PAIP2 EPM2A ACACA KLF15 SMAD1 PCDH17 CDC27 PCDH18 FXR1 TMEM115 EPHA7 PCNX2 ATP2A2 ETS2 ARF4 JAZF1 MARCKS GK FAM122A FAM91A1 BTBD11 RTN4 GPR85 BACH2 ZFAND4 FGF9 NUAK1 PRUNE2 KDM2B MITF WASF2 TSNAX NAP1L1 EIF3A STOX2 LSM14A EDNRB BAG4 SH2D1A EVI5 MAP1LC3B QKI RAB6B KDELR1 ZFP36 ARHGEF3 CCNJ ADAM10 ARHGEF7 FLOT1 MMP16 ARRDC3 MYADM ZCCHC14 ELMO1 GRM5 WDR47 TAF15 DOK4 XPR1 RALGAPB KIAA1217 CLOCK NUFIP2 STARD13 ZFP36L1 PLCH1 XBP1 BCL2 BCL11A EXOC4 PREPL SLC4A7 PCMT1 DCAF12 SNAP23 THBS2 FBXW11 RASA1 BRMS1L NTNG1 FZD3 FAM78A FEM1C MEF2D YWHAG TEX2 PPP1R2 KCMF1 YAF2 CSNK1E PHF13 C2CD2 BNC2 NSD3 ABCC3 SELENOI PHF21A PBX2 TP53INP2 TP53INP1 TOB1 VLDLR SPRTN MTSS1 FOXN3 PRPF4B SLC44A2 AMMECR1L EIF5 TSPAN9 CNOT6 NRCAM INTS6 ERC2 DMXL1 ANK2 ANK3 ATOH8 PRKACB SCRT1 FNDC3B SS18L1 DSCAM SATB2 CCDC117 RET NCALD FMR1 TOPBP1 TBC1D22A TACC1 ELL2 PTHLH SLITRK4 DCUN1D1 FNBP1L IGSF3 PCMTD1 PYGO2 VAMP3 AKAP7 MFAP3 VPS26B FAM171A1 SEPTIN7 DCUN1D4 SEPTIN9 CAMTA1 PPIL1 SOX2 SNX4 DAZAP2 FBXW7 MEIS2 MTCH2 DENND6A PPP4R3A NPM1 NUMB RHOBTB1 HOXA9 ADRA2C NADK2 ARHGDIA MCMBP EPAS1 DOCK9 MOB1B SETD7 NSD2 DENR WIPI2 VAV2 ARMC1 CORO1C P2RX4 EBF3 DYRK1A CLPTM1L PDZD4 PC CADM2 CNPY3 UBXN10 GABBR1 PRRX1 CBFA2T3 SPRY4 IP6K1 RNF144B SLC1A2 CTTN PCGF3 TRIM8 ZNF280B MVB12B TMEM145 APLN SLC43A2 SHC4 PIGA KHDC4 EGR3 KHDRBS3 HMGCLL1 LIMK1 RIMBP2 KTN1 MBNL2 PCDH8 PALLD VASP PRKD1 TMEM68 PPM1E CFL1 KPNA3 ACVR1 ABLIM1 ADAMTS18 PPP3R1 RDX UBE3C UBE2R2 SKAP2 ATAT1 PRRG3 NPTX1 N4BP1 SLC39A9 ABHD13 PAFAH1B1 TNRC6B PARM1 MAF CEBPA ZFC3H1 RPRD1B BMT2 MAK NFASC CHMP1A RGS17 ISL1 UBE2Q2 RALGDS TAPT1 POLR2M WSB1 GMFB ATXN1 CELF6 SH3BP4 TMEM47 RNF44 DR1 SP3 BABAM2 RETREG1 CGGTGTG_MIR220 http://www.gsea-msigdb.org/gsea/msigdb/cards/CGGTGTG_MIR220 GPX1 THRB LHX2 SPTBN4 NSD2 PAX2 TAGCTTT_MIR9 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAGCTTT_MIR9 SLC9A9 MEF2C PDS5B CCSER2 TPD52 KLC1 MAP3K7 VPS13A PI15 LRRC4 ESCO1 RARG MAGI1 CEP170B STRN3 ZHX1 MECP2 SRSF2 PITPNM2 ZBTB18 RAB14 STC1 GNAI2 SNX31 HOXB13 SORCS1 TAFA1 KCNJ3 SORCS3 KRAS STX16 SERF2 HNRNPH2 UBE2K DVL2 NKRF OSBPL8 CELF2 ATP11A SFMBT1 PCDH19 PCDH18 FXR1 EPHA7 ZFHX4 DCP2 JAZF1 MAP7 CEP41 TLL2 BACH2 ZNF385B CPEB2 CPEB3 CPEB4 MITF ANKRD10 NAP1L5 DNAJC16 QKI NR2F2 GOLGA4 CCN1 ZNF281 NFKBIZ RBBP5 RAP2C FAM133B MMP16 MXD1 MTMR12 SENP1 ZNF362 CCND2 EPB41L5 KIAA1217 ZMYND11 YWHAZ ZFP36L1 GPHN SET CRISPLD1 GPM6A SORBS2 BCL11B LRRTM1 C18orf32 ACTL6A TCEA1 WAC CDK17 FYCO1 PDK1 EIF4ENIF1 CYTH3 NLK AFF3 ELAVL2 MSANTD4 STAT1 ETF1 ZNF664 ERBIN YAF2 PPP1R8 JADE3 FAR1 HNRNPA2B1 CIT HTR2C LRP4 TP53INP1 ENAH PRPF4B GABRB3 THRB ATMIN UEVLD CASK KLHL3 ZIC2 SLC16A1 TARDBP S1PR1 DNAJC6 CYGB ELOVL6 SAR1B FBXO22 NEGR1 NT5DC3 SOCS4 ARNTL STK4 SLITRK2 MIB1 SLITRK3 NDEL1 THBD TRIM33 LRP12 TFAP2B PCMTD1 GABBR2 VAMP4 SLC25A37 SLITRK6 SMARCA1 SMARCA2 FRAS1 HMGB2 SOX3 SOX2 SOX4 CKAP2L SKP1 TIMP3 ITGB1 SREK1IP1 UBE2D3 DDX3X TMEM30A PARD6B GABRA1 PALM2AKAP2 ZMYM4 CKAP5 KMT5A TEAD1 NR4A3 KCTD9 PHF2 PLCG1 HOXB5 FBXO33 LRATD2 RBM39 TRAPPC11 PHF6 E2F3 SOX21 NDST1 E2F7 CREBZF ARHGAP5 PIGF POU4F1 NCKIPSD PSMD7 KPNB1 AKT3 VCPIP1 GK5 RELT MPP5 LMBRD1 PRKCE NSMCE4A C1orf21 HIPK1 CFL2 KRIT1 CPSF6 UBE2W ZFPM2 CNTN4 CALD1 CAMK2G CTNND2 PPP3R1 NR3C1 TPM1 SKAP2 SRCIN1 HS6ST2 POU3F2 DCX PHF20L1 TNRC6B AGFG1 INSM1 DTX3 CREB5 DPYSL3 RSF1 ATXN1 TMEM47 GSPT1 RIMKLA DR1 KCNN2 GSPT2 SP5 KAT2B CRK CTGAGCC_MIR24 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTGAGCC_MIR24 DLC1 AJUBA CDX2 FST NELL2 DNAJB12 CCT3 SLC26A10 MXI1 CITED4 AMOTL2 ACBD4 SYP CCDC88B PSKH1 CLK2 PLOD2 INSIG1 BHLHE22 H2AX OGT DHX30 KCTD21 TMEM161B SLC12A6 RARG STC2 MAGI1 PTPRF AARS1 PIM1 BSN PIM2 MARK4 BCL2L11 KMT5C NAV2 PRKRIP1 PDGFRA MNT NEK9 CD164L2 VGLL3 MAPK7 NEK4 DCBLD2 PLPPR2 CDV3 CACNB1 BCL2L2 STRADB ANGEL1 MLEC TAB2 SFXN5 TMCC2 DUSP16 HNF1B HAP1 MOCS1 TAOK1 PCDH10 CLUH PCDH17 ATP13A2 KCNK2 SEMA6B PCNX2 ZNF217 ZBTB44 SAP130 EPHA8 RNF2 PARP6 CLCN6 RANBP10 RAB5B MARCKSL1 RAB5C HIP1R PHF23 YBX2 FBXL19 GPX3 REEP1 COL11A2 NAPRT RAP2C POGZ ARHGEF5 MBD6 MMP16 MMP14 MBOAT7 G6PD SRGAP3 DENND5A ADAM19 PYY2 SEMA4A MTMR14 MIDN SCML2 SLC19A2 PLCL2 PER2 PER1 EXOC5 KIF21B APBA1 RASA1 TMEM9 DLGAP4 GRIA3 GBA2 FAM78B ADCY9 RASSF2 NEUROD1 DCAF11 CMTM4 ATP6V0A2 TOB2 XPO4 ZXDB NFXL1 KLHL3 CNOT6 ZXDA RGL2 KLHL1 TOP1 SZT2 CLIP2 APOA5 S1PR1 SCRT2 SMCR8 LYPLA2 ZER1 TRIM33 GABBR2 RNF138 EDA STX5 GAL3ST3 FGFR3 SSH2 NEDD9 GPAT3 CNTFR SESN1 MCHR1 SBK1 RNF165 B3GNT6 RNF11 DYRK2 LRFN2 CREBL2 MAFG ABCB9 PTPN9 TAF5 VXN NSD2 FURIN VAV1 DOCK3 TRIM55 CENPT PLK3 CDKN1B RNF150 RHBDL1 RAP1A RAP1B NDST1 C8orf58 PIP5K1B AMMECR1 VSTM4 KDM5C MEN1 GPC4 ACVR1B C9orf106 PAK4 YOD1 CSK PHC1 IP6K2 TRPM6 PTGER4 ARID5B SMAGP PIGS DDN REXO1L1P PURA PPM1G KPNA3 MATR3 AVL9 CALCR ING5 OTUD5 NEFM C17orf49 ADPRM CCDC58 PRSS8 HIC2 SNN ACAN ARPP21 RASGRP4 TNFRSF19 PHF20L1 INPP5B DAGLA PTPRD WDTC1 PSAP TSPAN14 LMBR1L SP1 TRPC4AP SP6 MAPK8IP1 C14orf180 IGFBP5 TTGGGAG_MIR150 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTGGGAG_MIR150 UBFD1 GPATCH8 KLHL3 GLDC ZNF784 ACBD3 PRRT2 GGNBP2 SEH1L PAPPA GRIPAP1 ACTR1A SMARCD1 VEGFA DHX36 STK39 NR2F2 MYB PIGA IRAK2 ZCCHC3 GABRG2 EGR2 MMP19 MBD6 ZNF189 C2CD2L BASP1 SGMS1 MMP14 MYADM SRSF2 ERP44 MIB1 YDJC PA2G4 KRCC1 NAV2 ERC1 TADA1 TESK2 CPD VAMP2 EDA STX5 MAP3K12 RAD23B FOXO4 PLXNC1 HILPDA ELK1 IFFO1 SRF TMCC1 EPHB2 ATAT1 TSC22D3 PFN2 POM121 PPP2CB PAFAH1B1 ARAP3 GTF3C2 FBXW11 COL4A4 GDI1 ARGLU1 PLP2 ICA1 UST ZMYM5 MRC2 IGF1 VEZF1 TM9SF3 ETF1 FZD4 EIF4H FOXP1 TAPT1 NOTCH3 DUSP3 EIF4E KCNN3 TRPS1 PRKAR1A PKP4 DYRK1A IKBIP ZBTB4 AAACCAC_MIR140 http://www.gsea-msigdb.org/gsea/msigdb/cards/AAACCAC_MIR140 TSPAN2 GDF6 SYT6 CUL3 ERC2 WNT1 ANK2 MAP3K8 VEGFA OGT API5 DSCAM PITX2 ADAM9 STAG1 LRRC4 PHYHIP KCND2 ACTN4 NAV3 PPP1CC MGAT1 PDGFRA CSNK1G3 DCUN1D4 ADAMTS5 RNF19A SLC38A2 RTKN2 TAF9B MDGA2 SNX2 MMD SOX4 BCL2L2 STRADB EPHB1 PFN1 DDX3X TTYH2 DDX3Y SRR GYS1 PRIMA1 HNRNPH3 DHX57 GIT1 UBASH3B DBNDD2 ABRAXAS2 R3HDM1 HDAC4 SLC25A13 SLF2 NUTF2 CACNA1C BACH1 LRRC8E E2F3 FAM214A CTCF SLMAP REEP1 LOXL3 CSK DPP4 COL23A1 OSTM1 GALNT16 DIPK2A C1orf21 AMER2 EYA2 SENP1 SLC41A2 SIAH1 MOK NKIRAS2 ACVR1 USP6 ZBTB10 NR3C1 ZNF654 BCL11A DAZL ZNF608 BAZ2B HSPA13 PHF20L1 YES1 EHD1 CHD4 BCL9 DTNA ETV3 CEBPA TBX3 BMT2 KATNBL1 TSHZ1 ZNF182 GABARAP ZBED4 NSD3 ABCC4 TSSK2 CIT MEX3C TP53INP2 IGFBP5 CCCACAT_MIR2993P http://www.gsea-msigdb.org/gsea/msigdb/cards/CCCACAT_MIR2993P CYB5R3 NDST1 AP1G1 SMC1A PDLIM2 WDR81 AGBL5 ZNF207 TOP1 CDC42 VEGFA KIRREL3-AS3 RAB6A KCNMA1 ABCE1 TRPM3 CHST2 RUNX1T1 UBE2H ARRDC3 CD164 KLHL17 PLEKHH2 LUC7L3 NGFR MAPRE3 ADD1 PPME1 RABEPK TIMP3 ITGAV BCL11A TMEM35A TCF4 RAB6C IQSEC2 GIT1 CNNM4 PDZD11 ACACA XKR7 FOXP4 MUC4 RNF43 IFIT1 EPHA7 PAXIP1 CUX1 SP4 PARP6 FBXO33 APBB3 ZNFX1 BTBD11 ATGTTTC_MIR494 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGTTTC_MIR494 UBFD1 JAKMIP2 PRPF4B WWC2 LMO1 SHTN1 GRIK2 MYLK4 PRTG MORF4L2 EIF5 CLK1 MYLIP CERS6 ZIC2 ZNRF2 SRSF7 SZT2 ELOVL5 HTRA1 CGGBP1 ANKRD50 ELOVL3 SFSWAP OGT API5 PITX2 BHLHE40 ELP1 PHOX2B ANKS1B LRP1B CDK12 SIPA1L3 YTHDF2 SGMS1 ARNTL PPARGC1A TGIF1 TACC1 TACC2 SLITRK2 ADAMTS6 BEND4 SMARCE1 EIF1B ZZZ3 HAS2 LUC7L3 VPS26B DBN1 RNF20 AGO3 FBXO11 AGO4 FGFR2 DCBLD2 IRF2BPL CNIH1 ADAMTSL3 SZRD1 BMPR2 MMD NSG2 HMGCS1 DSCAML1 DMWD ARNT LIF CYSTM1 DMD DENND6A JUND SSX2IP NOVA1 UBE2K DNAJA2 UNC45A KMT2A OSBPL6 GABRA5 CELF2 WAPL PPP1R21 ACACA SETD7 UBP1 PTPN12 H3-5 NEXMIF SYNE2 ATF3 EBF3 HOXB5 TRPS1 PRICKLE2 H3-3A NUTF2 RAP1B H3-3B CACNA1C SLC25A16 RBM39 PHF8 CLTA ELF2 C16orf72 ATP10A ARID4B LRRC19 NBEA CANX ZNF207 PTER RBM4B STAC2 ARHGAP5 IGF2BP1 ZNF281 EGR3 ADAM10 FOXJ2 TLNRD1 ARHGEF17 MBD5 FOXJ3 ARHGEF12 PURB LCOR SLC26A3 CCND2 WDR44 EIF5A2 CKS1B ING3 FUT8 GALNT7 TAC1 NAALADL2 PCOLCE CHD9 PCSK1 PRRG1 TMED2 LANCL2 RB1CC1 CAMK2D ZC3H12B POU3F2 C5orf24 NF2 DPYSL3 NADK LMX1A ANKHD1 GPRC6A ATRX SON CUL4A SP4 NEUROD1 NHLH2 ZRANB3 TMEM255A GTACTGT_MIR101 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTACTGT_MIR101 PTGS2 HNRNPF ADCY6 RAB1A CTTNBP2 APP SRSF5 BTBD3 TLK2 OGT ABHD17B ASAP1 STAG2 COL10A1 TMEM161B LRRC4 ESCO1 SGPL1 TMEFF1 MAGI2 MAGI1 RXRB NUDT11 MEPCE MARK1 BCL2L11 ERP44 CMIP STC1 HAS2 DCBLD2 CLCN3 CDK5R1 PTCH1 LMNB1 DAG1 CACNB2 C1orf52 MLEC TAL1 SH3PXD2A KBTBD8 SPOP AEBP2 DNMT3A KMT2A SUB1 TGFBR1 ZBTB41 NDFIP1 UNC79 ZFHX4 TULP4 RGS1 TSHZ3 FAM222A GPR85 C16orf72 CPEB2 ZNF385B CPEB3 ZNF532 GLRA2 EZH2 FAM214A GJA1 AP3S1 ANKRD17 POMGNT1 DIP2B SEMA3G ANKRD11 QKI SRPK2 CCNJ RAP2C GSE1 POGZ PIK3C2B GZF1 MMP15 MXD1 RBBP7 MYCN MYRIP EPB41L1 GNB1 RRM1 RAB5A RIN2 KCNH7 GREB1L RASD2 UBR7 REV3L USP6 PPFIA4 NACA SLC39A10 PPFIA1 SLC19A2 MTMR2 USP38 PRKAA1 EXOC5 FBXW11 BAZ2A ETV5 BCL9 PHLDA1 FLRT3 FLRT2 ARFGEF3 NLK XKR6 LRRN3 ZNF24 RAPH1 FZD4 FZD6 ASIC1 FAM78A FEM1C DOT1L ATRX ANKZF1 ERBIN DUSP1 LRRN1 USP47 SELENOI NEUROD1 PAPOLG ABCC5 CDH11 ASPN JDP2 PRPF4B THRB DESI2 PDE4A SMARCD1 EED RNF38 ROBO2 PUM2 SPRED1 LONRF1 KAT7 NEGR1 TMEM135 SH2B3 SOCS2 PLXNB1 STIM2 ARID1A PDE4D SIX4 SOCS5 BICD2 STK4 JUNB DDIT4 CADM1 HOXD4 DSTYK DCUN1D3 SMARCA1 PIEZO1 EMP1 CAV3 CAMTA1 CCDC18 ZFAND3 ADAMTSL3 SOX9 MRGBP FBXW7 UBE2D3 UBE2D2 DDX3X FGA PACRG DDX3Y UBE2D1 NOVA1 SLC30A7 TEAD3 PLCG1 CERS2 DYRK1A RAP1B GARRE1 SYNGAP1 SEL1L PIP5K1C CTCF CBFA2T2 ZNF207 BZW2 FOS RANBP9 TOGARAM1 LRRFIP2 DLG5 SLC1A1 KPNB1 PURG ZCCHC2 UBE2A KHDRBS3 SOX11 G3BP2 PCDH8 CDK6 MBNL1 PRKCE MORN4 PURB EDEM3 DIPK2A EYA1 KIF1A PANK3 NRK MOB4 OTUD4 BICRA ING3 ABLIM3 CDH5 TRIB1 SETD2 TSC22D1 MPPE1 CDYL N4BP1 TMED5 ADAMTS10 FBN2 PHF20L1 TNRC6B TERF2 EMSY CEBPA ZNF746 MAK CBL UBE2Q1 ATXN1 WSB1 TP63 CILK1 DR1 IGFBP5 CAGGTCC_MIR492 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGGTCC_MIR492 KDM1B SLC44A1 CPEB3 LRRC14 AQP2 GAB2 KCNK7 TSKU PELI3 C11orf49 FAM83D SCRT2 ZFP36 CTBP2 SCN2B PNCK MYH9 PURB LDLRAD2 UBE2O NCOA1 RNF133 FCHSD2 AKIRIN1 UBE2W ADAMTS1 STC1 COL24A1 DBN1 UBR3 SMARCAD1 HSD3B2 PPME1 PFKFB2 AKAP13 AMBRA1 TBC1D9B TIMP2 NPTX1 SH3PXD2A RNF165 B3GNT9 TRA2B TMEM87A CYB561A3 SERF2 BUB3 PLAGL2 BCL9 CPA4 MAT2A NCDN CSRNP3 SELENOV C17orf58 AFG3L1P CDH13 FANCI PCNX2 SMARCC1 DYRK1A MACROH2A2 DERPC GAGCCTG_MIR484 http://www.gsea-msigdb.org/gsea/msigdb/cards/GAGCCTG_MIR484 PRPF4B AGO1 SLC6A1 PITPNA ZIC1 PRKCB ZNRF1 PRRT2 LZTS3 IDO2 COL12A1 DND1 PTPRF LYPLA2 YTHDF3 FAM13A GRB10 C2orf68 GAPVD1 TRIM33 NAV1 MTF2 DLL4 NFE2L1 EDA STX5 DCBLD2 CRTC2 DAG1 MAP4K2 MAPKAPK2 YJEFN3 HOXA5 HNF1A HLA-DOB HTT KMT2A KLF12 EMC6 NSD2 PCDH19 WDR90 TRPS1 ZIC5 HIVEP2 GTDC1 SCARA3 CEP41 ZFHX2 DLEC1 PMCHL2 EZH1 PMCHL1 ZYG11B ACVR1B LPCAT4 LBH DGCR8 KDM2A FGF1 ZFYVE1 SERTAD1 PHC2 TAF1L NFKBIZ KIAA0930 PTGER4 MINK1 PCDH7 M6PR EIF4G2 SEMA4G HIPK1 PLEKHH2 BTG4 TYSND1 DENND5A DOLPP1 MAP3K11 CMPK1 TRIOBP FOXO4 MYCBP2 PGBD5 HIC2 SNN SORBS2 CENPB BCL11A NFATC4 TEX261 KDM4A PTPRE CBL IPO11 HSPG2 ZNF667 RAF1 FRMPD4 DPYSL2 DACH1 MROH7 SP6 PRM1 NFIA RETREG1 GTAAGAT_MIR200A http://www.gsea-msigdb.org/gsea/msigdb/cards/GTAAGAT_MIR200A DLC1 UBFD1 PAX6 HNRNPR FGF13 AMMECR1 UBQLN2 RAB1A SRSF6 PCGF5 KMT2E RANBP3 POU4F2 QKI SP100 GAN PURB SUZ12 IPO7 TMSB4X DLK2 TRMT1L UBR3 SLC39A14 HMGB1 BICRA UBE3A NSG2 NHS NAMPT KCNS3 CHD7 ARPP21 PAFAH1B1 HCN4 PLPP3 FOXD1 NOVA1 FLRT3 SHPRH KLF9 SGK1 FZD1 NR4A1 NSD2 FURIN ARMC1 SP3 IPCEF1 RBFOX1 DYRK1A PAPOLG HTR2C NFIA TCCGTCC_MIR184 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCCGTCC_MIR184 AGO2 INPPL1 FZD1 SF1 PRKCB ST20-AS1 SLC6A9 ATXN2L EPB41L5 CREB3L1 TNRC6B UBAP2 NUS1 CACGTTT_MIR302A http://www.gsea-msigdb.org/gsea/msigdb/cards/CACGTTT_MIR302A ABHD16A SRSF10 MORF4L1 PRPF4B LRRC8A LEMD3 NBEA CUL2 FAM131B PUM1 IGF2BP1 FAM168B PARL CNNM3 PTPN9 RAP2C TUT4 SSBP2 CPNE4 TAF5 OTX2 DPYSL5 DACH1 ARRDC3 PURA EYA2 DOC2A NREP GSK3B UCHL5 SOBP TATCTGG_MIR488 http://www.gsea-msigdb.org/gsea/msigdb/cards/TATCTGG_MIR488 C6orf120 RAI1 AGO2 CPEB3 CHMP7 YBX1 ACTR3 ZFP91 ARHGAP6 MIER1 SLC2A1 CAB39 ADGRL1 NFKBIZ ZCCHC2 SATB2 TMEM263 NRXN3 LIFR ADNP PDE4D TOPORS NAV3 YTHDF3 NRIP1 CD83 NCOA1 C7orf25 SLC26A9 AKIRIN1 STC1 SIAH1 VGLL4 PRPF38A VIRMA CNN3 CREM RPGRIP1L CPN1 CALCA FBXW7 PFN2 CCDC140 NPM1 CDK13 CEP85 CEBPA PDSS2 CREBBP YWHAB ATP1A1 PCDH19 EPHA3 FANCI RCAN2 ZBTB44 WDR26 MLX NHLH2 DCAF11 SYNGAP1 AGGAAGC_MIR5163P http://www.gsea-msigdb.org/gsea/msigdb/cards/AGGAAGC_MIR5163P SYT1 AGO1 PRPF4B HNRNPF RILPL1 CNOT3 VASN PDE4A MACROH2A1 CYGB PITPNC1 OGT SPRED1 MTUS1 KHNYN OSBP2 SATB2 HNRNPUL1 EFNB3 CSNK1G1 BAIAP2 MYO3B MAP9 SOCS4 ZER1 DCTN4 WEE1 SRSF2 NCAM1 SLITRK1 ADAMTS9 SLITRK3 SYCP2L COL1A1 SPTB DIAPH1 CCDC184 SORCS1 UBE2V1 PAQR8 RIMS2 LIF ZEB2 EGFLAM B4GALT7 RUNX3 TRAF3 ASXL2 COL18A1 ARGLU1 CCPG1 WAPL CLUH KMT5A PCNP NXF1 EN2 MCAM UBE2L3 PPA2 DCAF7 S100B SLC7A1 CREBRF ANTXR2 TMEM154 FAM122A GTDC1 HSPD1 TCF12 POU6F1 IER5 ZNF385B TMEM81 CERKL RAB6B KLK10 PPP1R14C PLCB1 TM9SF4 RTEL1 ASTN1 PIK3C2B HERC6 SDK1 CHST2 TMEM70 VASP LDLRAD2 ATP6V1C1 WDR48 ISX SERPINB5 PATZ1 GADD45A RNF214 YWHAZ ARL6IP1 HCFC1 ERMP1 GPM6B STAT4 XBP1 FAM131B TNR BCL11B HEPN1 POU3F4 SMG7 ZNF607 TNRC6B ERG CBL PEDS1-UBE2V1 CREB5 MARCHF6 DUSP5 ASIC1 IFIT1 RBFOX1 BNIP3L GLIPR2 GFRA2 ATATGCA_MIR448 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATATGCA_MIR448 MEF2C GDF6 RORB CLK1 WTAP DNAJB11 RAVER2 WWP1 CRY1 RAB21 MAP2K6 MYH3 PTBP1 COLEC12 RSRP1 GLCE PDS5A DOC2A NAV1 STT3A SERBP1 AGAP1 SH3GL2 ADD1 GNAI1 HOXA11 KCNMB2 RAB7A EPHB2 PFN2 KRAS KLF5 PELI1 NTF3 KLF13 ATP11A STIMATE EPHA4 ZFHX4 SMURF1 CLCN5 ELF2 BACH2 CPEB2 FAM214A NBEA RNF182 RNGTT XYLT2 CAP1 FBXL17 DPP4 SERTAD2 ADAM10 RAP2C FAM76B SS18 RAB11FIP2 DACT1 KBTBD12 SH3KBP1 KCNH7 TMSB4X CEP97 USP6 MTDH WRNIP1 AZIN1 SF3B1 GPHN GPM6A KANK4 BCL2 BCL11A ETV1 FBXW11 DTNA DNM3 BRD1 RAB2B TBX3 DLGAP4 NLGN1 AFF2 RICTOR VEZF1 TRAPPC10 BNC2 DCAF5 MPPED2 MPC1 HNRNPA2B1 SBNO2 APBB2 VLDLR BPNT2 GABRB3 GRIK2 CXCL12 TCEAL1 PRKAR2B KLHL5 ANK2 UNC5A PAPPA LRRC57 FBXO28 PCDHGA12 IRS2 PCDHGA10 PCDHGA11 FMR1 PRKAB2 TOR1AIP1 ZNF711 ARNTL SOCS5 YTHDF3 BICD2 STK4 AHR ELL2 LYST ILRUN RNF19A NHS AZI2 FAM160B1 HECTD2 AUTS2 FAM210B DYRK2 TMSB4XP8 KCNB1 DOCK9 KCTD9 PLEKHA6 PHF3 ARMC8 KCTD15 FBXO33 CACNA1C RBM26 E2F3 HECW2 PCDHGA9 PCDHGA8 PCDHGA7 PCDHGA6 VASH2 PCDHGA5 AMMECR1 PCDHGA4 PCDHGA3 PCDHGA2 PCDHGA1 PCDHGB1 CASP4 TPP2 RANBP2 ZCCHC2 SOX11 OTX2 PCDHGB7 DYNLT3 PCDHGB6 PCDH9 GAN PCDH8 MBNL2 TOPORS FOXJ3 PCDHGB3 PCDHGB2 PDP1 PCDHGB5 SLC7A11 DAPK1 PURA PCDHGB4 NRIP1 NCOA2 BTG3 UBE2W CNTN4 KPNA3 SRSF10 ING3 UBE2Z PCDHGC5 PCDHGC4 PCDHGC3 ARID2 IGF1R SYN2 CDK19 APPBP2 SCN5A TSEN15 DAGLA MAF WDFY3 BMT2 LGSN BRINP1 SIRT1 UBL3 PIP4P2 ATXN3 MED13L SP3 AATGGAG_MIR136 http://www.gsea-msigdb.org/gsea/msigdb/cards/AATGGAG_MIR136 MSL2 SEPTIN3 CPEB2 GDF6 UBE2G1 CBX4 GLT6D1 CNOT7 ZIC3 VCAN NONO ZNF148 ANKRD11 BHLHE22 GNG3 GRID1 RAP2C KCND1 PTPRG ARID5B FMR1 MINK1 FOXJ3 SRSF1 PPARGC1A PURB KIAA1522 HOXC10 RHCG MLLT11 RNF139 PATZ1 ZNF710 KDM3A NRK PSME4 MOSPD1 USP25 MDM1 KALRN EXTL3 PLCXD3 PBRM1 BPTF ZBTB8A ELK1 SORCS1 RPGRIP1L INO80 TSC22D2 SNRK MTPN USP37 RADIL RAD51D MTMR4 SGIP1 FAM120A ICA1 ESRRG MOB1B NPR2 NAAA MYOZ1 TM9SF3 ETF1 PPA2 DCAF7 ANKZF1 SLC7A3 SYDE1 DCDC1 RGS4 DYRK1A SYTL4 JAZF1 PHF21A TRPC4AP POP5 IGFBP5 CCTGTGA_MIR513 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCTGTGA_MIR513 RBPMS2 CGB1 CGB2 DMPK SYP MINDY4 CRY2 CLK3 CLK2 SRRM2 OGT PRMT2 MTUS1 KAT6A SH3GL3 CCDC117 KCND3 PDXK CA10 CSNK1G1 RAN BAIAP2 ENC1 ELFN2 YTHDF3 TBR1 PPARGC1A BCL2L11 NEBL MAP4K5 NAV2 PPP6R3 AGAP2 LUC7L3 MAPK7 ADD3 DCUN1D4 AGAP3 DDRGK1 BLCAP FGFR1 ACHE CYP1B1 FIZ1 DRD3 RIC3 PXN EPHB2 PPP1R16B PPP1R3B TMEM260 ZNF329 HNF1B MTCP1 UBE2K GABRE EVL NSD2 WIPI2 CACNA2D4 EI24 SARM1 FREM1 RGS5 NTRK2 ANTXR2 BMP8B GNAZ PRX IER5 CDC14B LRRC14 RBM4B GGNBP2 CNTNAP2 QKI SERTAD4 TIE1 KLK15 RUNX1T1 MBD6 PIP4K2B TLE4 FAM76B ARHGEF9 PURA PGM2L1 CCND1 EYA1 PPM1E BTG1 SEMA4F SRGAP3 USP21 C1QL4 UGT2B15 MAP3K12 BICRAL SRGAP2 SERP1 OTUD4 TRIM71 CTNND1 SFN PSMF1 SNN CCDC65 NPAS3 SMG7 MYCBP VPS35 WDFY3 DNM3 SZT2 ELAVL2 RICTOR DPYSL2 FEM1C NAT8L PSMD10 BNIP3L MPPED2 CALM3 KAT2B RNF41 AACGGTT_MIR451 http://www.gsea-msigdb.org/gsea/msigdb/cards/AACGGTT_MIR451 FMNL3 YWHAZ AKTIP ZNF644 OSR1 YTHDF2 OGT CAB39 MEX3C MINDY2 EMSY SAMD4B ATGAAGG_MIR205 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGAAGG_MIR205 SEPTIN5 RBPMS2 MSL2 SEPTIN4 SEPTIN3 WWC2 AP1G1 VPS54 VASN PDE3B DMXL1 DMXL2 SRSF5 TRAK2 DDX11 LRRC37A6P BTBD3 VEGFA ABHD17B CAMSAP2 FBXO24 LPAR1 KHNYN SATB2 PTPRM MAGI1 SGMS1 FAM104A FAM155B SLTM LHFPL2 TRIM35 ADAMTS9 LAMC1 LRRK2 CNIH1 ERBB3 SPEF1 MMD NHS CALU TMEM260 PPP4R3A ZNF800 B4GALT6 RUNX2 PLAGL2 PHYHIPL KLF12 EPB41 ACACA ESRRG TEAD1 DALRD3 DDX5 SEPTIN11 DDX6 ATP7A TRPS1 MARCKS NACC2 LRATD2 SCMH1 SEL1L CDC42BPB E2F1 JPH4 ZNF536 PTGES2 CPEB2 UBE2G1 CLTC CANX RTN3 CCDC93 ACOT7 ST6GALNAC3 DGCR8 MGRN1 SEH1L NECAP1 QKI PLCB1 ERRFI1 DLG2 PHC2 TBL1XR1 CCNJ LIMK1 INPPL1 C12orf29 HERC4 HERC3 MID1IP1 PRKCE TRPM2 HSD17B11 ZCCHC14 UBE2N WDR48 PJA2 INHBA KIF1B DOK4 IPO7 SQLE SBF2 RBM47 SEMA4C SIAH1 NAA25 SRSF10 CUEDC2 FRK MED1 LIMS2 GANAB BPTF LIN9 HS3ST1 GPATCH4 MKNK1 MFSD14B CLDN11 IVNS1ABP TSC22D1 ADAT1 LPCAT1 ACSL1 SORBS1 GPM6A BCL2 NFAT5 CDK19 SMG7 ZNF609 PAFAH1B1 GTF3C2 YES1 MTMR4 NDUFA4 ACTB CEP192 SNX27 PAPLN VEZF1 TM9SF3 ETF1 SELENOT RPS6KA3 LRP1 SP4 CHN1 AMOT DSC1 CDH11 TP53INP1 CTCAAGA_MIR526B http://www.gsea-msigdb.org/gsea/msigdb/cards/CTCAAGA_MIR526B CNPY3 ELMOD3 PTGES2 HECW2 CPEB2 CCSER2 CCDC106 PDIA6 RAB1A ZFP91 MKLN1 CEP83 ROBO1 OGT HHIP FGF1 NSF MTUS1 IL1A TWIST1 CD200R1 ASTN1 STRN3 HMG20A CHODL HERC4 CDK6 PRKCQ ARHGAP36 SLITRK4 ARRB1 MLLT10 WDR97 HSD11B2 AKIRIN1 PSME3 ONECUT1 DRD3 PML PPP3R1 UBE2V2 NAMPT ARX GMPPB ZFP36L1 NPHP3 PSMF1 RGS12 DDX3X DNER THAP1 CRIM1 DAZ3 DAZ4 DAZ1 ICA1 NRBF2 DAZ2 MPZ NF2 BMT2 TGFBR1 ZNF827 ACP4 FRMPD4 PCDH17 UBE2Q1 CAPN3 ZFHX4 DIO2 MED20 THRAP3 RHOT1 RNF40 PHF6 GGCAGCT_MIR22 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCAGCT_MIR22 MSL2 CDX2 AGO1 AQP9 SLC9A5 PALD1 AGBL5 CUL3 EPC1 ZFP91 OGN CCDC88B FAM53C TLK2 DHX30 STAG2 FTL TYRO3 YARS1 PIK3CD EMX2 LRRC1 MECP2 RIC8B BOLL PDS5A TAGLN RCC2 RYR1 STC1 LAMC1 BIN1 BAGE2 ERBB3 TET2 RIMS4 TMEM50B DHX57 PLAGL2 BMP1 LGALS1 TGFBR1 ARFIP2 KPRP EMILIN3 H3-5 PCNX2 DMRTC2 RGS2 FNBP4 NTRK2 BTBD10 H3-3B SLC9A1 PPARA CIAO2A SEPHS1 RAB5B ELF5 WASF1 DPP10 ZBTB39 CPEB1 CARMIL1 PTEN RFXANK KCNK10 FBXL19 MTHFD2 SMAP1 ANKRD13A ZFYVE9 BRD4 CLDND1 IL13RA1 UBALD1 DPP4 ADAM11 HERC4 MSANTD1 MXD1 ARHGEF12 ZCCHC14 MXD4 PDIK1L POGK CLIC4 SLC26A9 TRUB1 RAPGEFL1 ZNF740 MAP3K12 PRPF38A IKZF4 WRNIP1 PDAP1 ZBTB47 MYCL SNRK USP37 BCL9L BCL9 DNM3 NAA20 CYTH3 MAT2A HSPG2 VEZF1 DGKI SLC16A2 PHF13 MAPK14 BCORP1 HERPUD2 USP46 AMOT CALM3 RBM15 TP53INP1 FOXN3 RBM3 IL17RD CYRIB CLIP2 SLC2A1 DNAJC7 RNF38 CTDSP1 STK39 FBXO24 KHNYN NET1 DSCAM SATB2 NUDT4 IGSF9B DFFB TNKS2 EP300 NDEL1 ARRB1 GABBR2 NOL4L EDA ASB6 KALRN CAV3 FGFR2 SNAP91 OLA1 STAM2 FBRS COPS7B CENPV TTYH3 FBXW7 HOXA4 PPP4R3A CSF1R MUC1 NCMAP ABCB9 PTPN9 LPP GALT ARID3B LIN7C FURIN FOXP1 MUC4 BATF3 HDAC4 CDKN1A PLEKHA6 ULK2 IER5L ADRA1B GARRE1 PTPN1 PHF8 PDZD4 DNAJB5 THADA MBP IP6K1 KLHL35 MAX SLC1A3 HEY2 MVB12B NECAP1 SV2A FOSL1 AKT3 CTIF ESR1 DMRT2 CCDC47 LDLRAD3 PURB IPO7 BTG1 KDM3A PPP1R15B DPF2 CALCR SRSF10 BRSK2 CABP7 NR3C1 NFYA DPY30 TRIB2 CHD9 CHD7 MAP3K3 ZNF609 FBN2 ODF1 PHF20L1 TNRC6B WDFY3 WDTC1 BOLA2 CBL DPYSL3 SIRT1 RSBN1 SLC17A5 SP1 EDC3 TCTGGAC_MIR198 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCTGGAC_MIR198 TGOLN2 JPH4 MSR1 ABCF2 AMMECR1L KDM2B STOML1 CDCP1 PTEN SHISA5 ERC2 HNRNPU SLC2A1 QKI SLC25A27 PUM2 BCL7A SAR1A AP3B1 POGZ KCND1 RPUSD3 OTX1 OTX2 ADNP HERC4 BSN ARID1A TOPORS NRXN1 HMGA1 PDCD1LG2 PURA NRIP1 ZNF362 PIAS4 PLXDC2 AKAP1 SLITRK5 KCNH4 TOX2 CRYBG2 TRNP1 APH1A FUT8 NNAT BTN2A1 UNG TCF7L1 NR2C2 DAZAP1 STAT6 SUMO1 ZNF821 GLYR1 DUSP13 FIGN CNR1 SMOC1 LHX4 TCEA1 LETMD1 TNRC6B CPNE8 KLHDC10 SCAF1 MET TSHZ1 CREB5 PHF12 CAPN3 PCDH19 PPP1R9B VCP MED13L FAAH RIMKLA LSM12 H3-3A RAD54B PBX1 ATG16L1 NCOR2 PHF6 CAGCTTT_MIR320 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGCTTT_MIR320 PPP2R5B MXI1 CTNNB1 NONO ZFP91 SRSF7 CDH20 BTBD3 LUC7L2 CAMSAP2 TLK2 CAB39 OGT DHX30 MUC13 STAG2 BHLHE40 FTL ADGRL1 INA PHOX2B PAN3 KDM5A MECP2 RAD9A PPARGC1A MAPK1 RAB18 LRCH2 SERBP1 ARL8B DBN1 KMT5B DAG1 SH3RF1 MN1 PPP2R2C KLF5 PLAG1 KLF13 ESRRG TPD52L2 PCDH19 MIER3 SEMA6D ARHGAP44 SEC31B SOBP PCDHA6 COPS2 PCDHA7 PCDHA8 PCDHA9 NRP1 PCDHA2 PCDHA3 PCDHA4 PCDHA5 VPS37B HELZ CPEB1 PCDHA1 NAP1L5 KLHDC9 SMAP1 TMEM108 ANKRD13A QKI CALN1 ZNF281 RAP2C ADAM10 POGZ ZC3H7B MMP16 AMBN EREG KCNH7 USP20 USP25 YWHAZ MTDH WRNIP1 AZIN1 FKBP1A ZNF652 DHX15 ARMCX2 PCSK7 RASA1 SPTSSA ABCA12 MLLT3 DTNA FLRT3 TRMU MAT2A AFF4 YWHAE CEMIP2 ATRX TFRC RBFOX1 SDHC YWHAQ CALM3 PBX3 RBM45 XPO1 ENAH EIF3J FOXN3 LMO3 EEF1AKMT2 CNOT7 ZIC3 DAB2 CYRIB TMEM9B MIER1 UNC5A SELENOF SPRED2 RBMS3 NEGR1 GABPB2 GCNT4 DSCAM SATB2 SMCR8 SHISA7 TRIM41 YTHDF3 ZNF3 ELL2 TMEM106B SLITRK3 HSPB6 RAD18 DCUN1D3 FBXO11 CAMTA1 PLXNC1 MCL1 GRB2 TFE3 TWF1 ARPC5 PCDHAC2 DAZAP1 PCDHAC1 KCNS3 POLE4 UBE2D3 RO60 PPP1R16B FOXQ1 KLHL36 FAM160B1 HECTD2 PCDHA10 RHOBTB1 CLASP1 PCDHA11 PCDHA12 TRAF7 RUNX1 PCDHA13 DHDDS TAF5 MRPS25 NR4A2 NSD2 CRYBG1 METTL16 HOXB4 HDAC4 NEXMIF PLK3 PLK2 PHF1 TSC1 ULK1 TOMM70 TDG CREBRF RAP1A HIVEP2 CACNA1E SPCS2 PHF8 GPBP1 RAI2 PAK5 PCGF3 ZNF280C FAM117B IGF2BP3 RHOG TBL1XR1 ARID5B BANP CDK6 PALLD PURB ATP6V1A EYA4 HIPK1 NSRP1 IPO7 ING5 TNFRSF21 CALD1 PPM1A ARPP19 CDH2 PPM1B DPY30 TSPYL5 TAC3 TPM3 IGF1R PLPPR1 TSC22D3 NPAS2 N4BP1 AP3M1 EMC7 DNER SMG7 ABHD13 MSI2 CDK13 YES1 TNRC6B BAHD1 ICA1 HNRNPC NCDN CREB5 ATG14 SLC10A3 ATXN1 TMEM47 SON GSPT1 CUX1 GSPT2 MAPK8IP3 TMEM255A DERPC SPOPL MEX3B BMPR1A CCATCCA_MIR432 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCATCCA_MIR432 HECW2 KIAA1755 SLC7A8 PRKG1 ZGPAT PTGIR PCGF3 SZT2 SIN3A IDH3G DYNLL1 CLK2 CALN1 TLK2 COL11A1 IGF2BP2 RBCK1 SLC22A7 ERP29 LRRC1 ADIPOR1 PPP1CB LARP4B PPM1E KLHL18 GTF2I RAB10 CAMTA1 YPEL5 EXOC3L1 SOX2 RAB5IF SOX4 ELK1 ARID2 CXXC1 CHD9 LRP5L DUSP13 GPM6A CAPN6 NAA50 ABCB9 TOX4 PCDH10 SPTBN4 ACACA TM9SF3 ZNF775 FURIN RSBN1 LEP NTRK3 TMEM47 RPS6KA3 BCORL1 AIRE H3-3A SMURF1 CATGTAA_MIR496 http://www.gsea-msigdb.org/gsea/msigdb/cards/CATGTAA_MIR496 MEF2C MSL2 DNAJB14 LEMD3 HNRNPR HOXD1 ZIC1 TTN COX5A WTAP KLHL1 VSTM2A BDNF RAD21 TECPR2 CDKN2C ROBO1 TIA1 TLK1 SATB2 ZNF507 NAV3 YTHDF3 PTHLH ASCL1 PCF11 PPP6R3 SLC25A36 ZMYM2 MNT MAPK9 VAMP3 NPTN PRDM1 SLITRK5 EMP1 CAMTA1 ADNP2 REV1 NSG2 HMGCS1 LRIG1 UBE2V2 SKP1 DAZAP2 ZNF331 OAZ2 KCNS3 MEIS2 DDX3X DMD DDX3Y PPP4R3A KBTBD8 HECTD2 HSPE1 CLASP2 ZNF420 B4GALT6 OLFM1 FBXO8 B4GALT5 ASXL2 TAF4 MAFB PAIP1 HACE1 NIPA1 SEPTIN11 BRCA1 PTPN11 MIER3 EPHA3 HOXB3 SEMA6A CAPRIN1 LAMP2 PLEKHA5 SEMA6D TOMM70 DLX5 MAP2 CREBRF HIVEP2 CACNA1C SLC25A16 TRAPPC11 KLF3 BACH1 TSHZ3 ZNF536 BACH2 ELF2 RAB5C CPEB4 UBE2G1 ZMAT2 DPP10 ARID4B GJA1 PAX5 NBEA PAX3 DPY19L3 RNF220 CANX SEC62 TPP2 CNTNAP2 QKI ANGPT1 VCPIP1 NXPH1 KHDRBS1 PURG UBE2A KHDRBS3 RAP2C ANKRA2 FAM133B ESYT2 LDB2 PRPF39 LENG8 ZCCHC14 MYT1L SLC26A7 MINAR1 UBE2W KCNH8 ALYREF KIAA1217 PARVA YWHAZ MTDH YPEL5 PPP3R1 ITM2B SETD2 CHD7 CALML4 MAP3K3 TMEM33 LRRTM2 PRDM10 PAFAH1B1 TNRC6B MTMR6 BAHD1 HPN MAT2A LRRN3 FBN1 COL15A1 ELAVL1 PDE3A VEZF1 DACH1 RSBN1 SLBP TOX TMEM47 UBR5 CHML GRIA2 PHF14 PSMD11 YAF2 DR1 GOLPH3 NEUROD1 STON1 PAPOLG USP42 CAAP1 AAGCACA_MIR218 http://www.gsea-msigdb.org/gsea/msigdb/cards/AAGCACA_MIR218 PPP2R5A DBNDD1 HOXD10 SSR1 CUL3 DIRAS2 CLK3 KANSL1 BRPF3 GNG3 LRRC7 ADGRL1 MAGI2 PPP1R26 MECP2 LIFR ELFN2 LHFPL6 KIAA1522 SPAG9 ZNF236 TMEM178A ST18 UBR3 INTS11 DCBLD2 GNAI2 GNAI1 SORCS1 DAAM1 TBC1D8B RPS29 PPP2R2C ARGLU1 YEATS4 KLF12 PCNP NEURL4 SFMBT1 FANCI ZNF212 LASP1 PKP4 MARCKS NACC1 RANBP10 RTN4 HLF GPR85 ZMIZ2 FAM3C SYNJ1 RTN3 MMP24 SLC23A2 GUCY1A2 KDM2A ARL5B SERTAD2 ZDHHC8 ARHGEF12 ELMO1 INHBB WDR48 EPB41L1 SIK2 GNB1 MINAR1 DOLPP1 EIF5A2 CCDC88A SRGAP2 KCNIP3 MKNK1 ZNF654 ITM2C ACSL1 CSDE1 EXOC5 GALNT13 USP32 FLRT3 HAPLN1 PI4K2A NPY1R RICTOR ASIC1 DUSP5 RPS6KA3 SOST RPS6KA2 JADE3 PTP4A1 JADE2 BPNT2 JDP2 FOXN3 SHTN1 LMO3 GRIK2 CTDSPL TSPAN3 GRIK3 RPS6KB1 RCBTB1 INTS6 PRKAR2B ERC2 ELOVL5 FBXO28 PUM1 PUM2 SCRT2 RET DNAL1 ACTN1 TACC1 CCDC6 DCUN1D1 ANKRD13B RNF139 AKIRIN1 RELN COL1A1 PIEZO2 DCUN1D4 EID3 STAM2 MDGA2 KCNA3 TTYH3 ZEB2 RNF165 NUMB BRINP3 PCDHA10 PCDHA11 PCDHA12 HCN4 PCDHA13 HCN3 RAB6C SEC61A1 RAB8A RAB8B CACNA1I PPP4R3B DBNDD2 SHANK2 POLD3 NMT2 B3GAT1 EBF3 ST8SIA4 FREM1 SYT13 HIVEP2 HIVEP1 ARID4B SYNGR1 PAX2 RNF220 SDC2 RNF19B SLC1A2 RNF103 TRIM9 HMOX1 MVB12B ZFX STXBP1 MBNL2 PCDH8 MBNL1 PURB VAT1 MAN2A1 ZFYVE26 FRMD4A FHOD3 CA2 GPAM PPP2R2A GALNT3 HS3ST2 ABLIM3 TAC1 NR3C1 LPCAT1 HIC2 OBI1 FBN2 GNAO1 HNRNPC SLC12A2 TMEM163 GDPD5 UBE2Q2 CELF6 CILK1 WIPF2 DYNC1LI1 MSL2 ATP1B1 PRKG1 ZFP91 GAB2 RARA PRMT3 PLD5 MDGA1 EFNB2 NAV3 TMEM25 FAM13A PPARGC1A GLCE C16orf70 GAPVD1 PARP12 HTR7 PDGFRA HAS3 SRP72 DBN1 HS3ST3B1 PLPPR4 LMNB1 PEX5L RIMS4 C3orf70 RIMS3 TCF20 THTPA NUP50 HOXA10 ADGRB3 OLFM3 FCHO2 FBXO8 SASH1 KMT2A ZBTB41 OXSR1 PDE12 SEMA6A RABEP1 SFRP2 EPHA8 KLF3 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHA2 PCDHA3 ZMAT4 PCDHA4 PCDHA5 MITF GJA1 PCDHA1 GOLGA7 SLC24A4 DNAJC13 GSKIP RAB6A TBX15 UQCR10 SPECC1L MBD6 GRM1 SENP1 SGCD SIAH2 MOSPD1 SERP1 SGCZ ZBTB11 KIT IKZF1 EDEM1 SEC14L1 ZDHHC23 GPM6A BCL11B CHM KIF21B BCL9 SHISA6 TRHDE RAP1GAP YWHAB DLG2 BIRC6 TSC22D3 FZD4 DKK2 GRIA2 PTPA PBX2 TOB1 GABRB3 SLC6A1 SMC1A NCAN UBQLN2 ROBO1 ZNF518B ZMIZ1 SPRED2 RNF38 ROBO2 SPRED1 SCAMP5 CASKIN1 C6orf62 SATB2 SOCS3 SOCS6 SOCS7 PPP1CC PPP1CB NEBL SLTM HNRNPA1 TRIM35 HNRNPA1L2 KALRN PPME1 SOX5 CSMD3 SNX4 ROPN1 PCDHAC2 MED12L PCDHAC1 HOXA1 TMX1 NDRG4 HECTD2 RUNX2 MAFG CPNE8 CCDC24 SACS HOXB3 KCTD9 PLCG1 WDR1 KCTD16 PHF6 CADM2 CREBZF DPY19L3 LGR4 BMI1 PCGF2 ARHGAP5 PHETA1 SV2A SLCO5A1 SHC4 KHDRBS1 NRXN3 SOX11 RIMBP2 ADIPOR2 NRXN1 UBE2H PRKCE LCORL LARP4B CHST8 HCFC1 ARPP19 NFIX ATAT1 NPAS2 CENPB ZNF609 PIK3R1 BAHD1 SLC39A1 DLST MED17 L3MBTL3 ANO4 PTPRA FRMPD4 WNT2B ATXN1 ATXN2 NAT8L PRLR SP1 TMEM151A MAPK8IP3 SH3D19 RNF41 GCAAGAC_MIR431 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCAAGAC_MIR431 CAMTA1 PDLIM7 PITPNA NR3C2 KCNJ2 ALG8 NETO1 NRCAM N4BP1 BTBD1 CEP170 ZNF280C LRRC37A6P RAB24 COL12A1 MSI2 DHX30 LHX8 UBE2D1 NRG2 LAMP5 SPATA8 RBCK1 TBX15 ZNF644 PTPRF PTPN2 MAP1A KDM5A CELF2 MAP2K4 SMAD4 ESRRG CHST2 CHODL TMEM200B NR4A3 BICD1 AMIGO1 TOR2A BTF3L4 EPB41L1 CD34 LAMC2 STX5 ATGTCAC_MIR489 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGTCAC_MIR489 XPO1 BACH2 SCN3A UBXN4 FBXL19-AS1 NFXL1 TTN THADA ATP2B3 IPO5 WASHC4 UNC5D RARB NRG1 RBM12 OXR1 PURG RSU1 STC2 RTRAF SOX12 ARID5A ARHGEF5 MBD6 FAM76B PDE4D LRRC75A PPP1CB RBBP6 ARHGAP36 HUNK MAP7D2 NCOA1 PARP12 BTG1 RIOK3 EIF4A1 CCDC178 IGF2 ZADH2 NSD1 CLOCK MDM1 ADAMTS5 SRGAP2 WNT5A BPTF ADAMTS13 BRSK2 CXXC5 SNX3 ST8SIA2 NHS TRIB2 TSC22D2 DDX3X ITGB8 BCL11B EMC7 BCL11A DDX3Y POU3F2 DCX NOVA1 ASXL2 GPD1 SGK1 NLK CELF1 PCDH10 SOX30 FBN1 SMAD3 LIN7C NR4A3 CCP110 BAALC ATRX NTRK3 ATP2A3 FYTTD1 JADE2 NDUFV2 SP4 FAF1 PRSS23 BMP7 RERE OPN3 CCTGCTG_MIR214 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCTGCTG_MIR214 TGOLN2 HMGN3 CDIPT PGF LUZP1 MOG KIFC3 CD47 BRPF1 JMJD8 ATP2B4 CRY2 BTBD1 SFSWAP HNRNPU FAM53C PELI3 CD247 PPTC7 OXR1 RGL4 ANKS1B PIM1 ZHX3 HMG20A SRSF1 IFT46 MARK4 MARK2 MED19 PARP16 BACE2 MLLT10 MAPK1IP1L BACE1 RAB14 SNHG11 RAB15 MYO18A TRAPPC3 SDAD1 GNAI2 PCDH20 SORCS1 MYEF2 ARHGAP31 RIMS4 PICK1 RIMS3 DUSP15 TMED10 LHX6 PLAGL2 IQSEC2 ESRRA MOBP CELF2 ZBTB41 CELSR2 ACP4 PCDH17 PIANP TRPS1 JAZF1 PARP6 RAD54B GPR85 NRP1 C16orf72 EZH1 CPEB4 ZBTB39 KCNJ14 ALKBH6 RTN2 PTER MAPT SLC25A3 QKI PIK3AP1 LMOD1 NKAPD1 ZBTB20 FAM133B RAB4B ZFAND6 VEZT ARVCF DOK4 TAF15 GRM7 SRGAP3 RALGAPB SGCD RETREG2 DOLPP1 RAPGEFL1 YWHAZ FOXO4 CSF1 NMB KLC2 NUFIP2 FNDC5 LY6E BCL11A TRIP10 BAZ2A HSD17B8 SHISA6 MB21D2 IPO11 ACLY AFF2 ATP8B5P MID1 MARCHF6 FZD7 SLC16A3 RASSF5 GANC NAA15 YAF2 RAB35 USP46 DGKZ HTR2C TUBA4B REPIN1 APOBEC2 SEPTIN4 CHMP4B AMMECR1L SLC7A8 VASN ZIC1 IL17RC TMEM258 PAPPA HOXC4 PGRMC2 SMARCD1 PDRG1 ITCH IGDCC3 SOCS7 TCN2 CADM1 TFAP2C CAMTA1 HDLBP PPME1 ZFAND3 ADORA2A HDGF CDC42SE1 TWF1 UMOD CXXC5 FBXW5 UGGT2 CLASP1 TBC1D10B ZMYM6 GRIN1 CACNA1I DOCK9 KMT5A ARMC5 SNURF SALL1 SMARCC1 CERS1 SPTBN2 PARD6G LDOC1 LRATD2 DNAJB6 PHF6 GOLGA2P10 LARP1 ACVR1B RAP1GAP2 PLCB4 GALNT18 RTF1 POU4F2 NCKIPSD SEC24C MRM2 ANO7 PHC2 ARL2 SIGMAR1 TBL1XR1 SSBP3 NRXN3 ARID5A MINK1 TBC1D25 PCDH7 PURB TRPM2 NRIP1 HAGH EIF4G1 PANK2 NPTXR CRKL PANK1 IPO7 ARPC5L CPSF4 KPNA3 SNX12 NDUFAF5 GALNT7 ABLIM3 PPM1A HERC2P9 EGLN2 GRAMD2B UBE2R2 RGMA ARPP21 ZNF609 PAFAH1B1 SNX24 NEDD4L ING1 NAA50 WDTC1 CBL MROH7 ATXN7L1 TMEM248 NBL1 RNF44 ERLIN2 SYNE4 LSM12 RNF40 GTCTACC_MIR379 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTCTACC_MIR379 SLC20A1 GDF6 CAPZA2 ARHGEF5 TNFSF12 ZBTB26 LIN28B CARF EDEM3 ADGRL3 EIF4G2 UBE2E3 PCGF5 EI24 ZNF362 CACFD1 HBEGF GLMN HTR1D SCRT1 TNRC6B HTR2C SLC22A2 CTACTAG_MIR325 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTACTAG_MIR325 CSNK1A1 ATP1B1 CELF1 GLRA2 RIMBP2 TAFA1 ARRDC3 ZNF654 NEXN TMCC1 PACC1 ABRAXAS2 SLC49A4 ANKRD28 BAAT HNRNPH3 CRK ARL5B CCTGAGT_MIR510 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCTGAGT_MIR510 ING4 HLF CAV1 HMGB3 BAGE2 RBM3 CAPZA2 CAMK2G RORB ZNF655 ST8SIA2 CLIP3 EPHB1 RNGTT OAZ2 HIC2 POMGNT1 GGT7 ZDHHC9 CTDNEP1 FAM53C SERF2 ACIN1 NOVA1 CRIM1 TRIP12 PIGA IP6K2 LRFN2 NR2C2AP ALDH6A1 CEBPB TCEANC2 WAPL SF1 PRKAB1 ZHX2 FANCI ST7L SFRP2 PPP2R5E ZNF410 GACAGGG_MIR339 http://www.gsea-msigdb.org/gsea/msigdb/cards/GACAGGG_MIR339 HNRNPK THRA CDK14 CTDSPL WDR81 CNOT6 MAP3K7 POMT2 PAPPA DNAJC7 UNC5C CTIF TMEM183A ADGRL1 NXPH1 KCNMA1 KDM5B EMX2 SHISA7 ARHGAP29 NRXN1 ARRDC3 SLC9A3R1 PURB VAT1 CDIP1 ARHGAP36 HNRNPA1 GRM3 PLEKHH3 PPP6R2 PPP6R3 SGCD MAPRE1 HNRNPA1L2 BLCAP ABLIM2 USP8 UBE3A FHL1 NNAT ATXN2L BCL6 PAFAH1B1 HAP1 NOVA1 CYTH1 CNNM4 TRPC3 FLT1 MYO1C ERI3 PODXL C3orf18 KLF11 NFASC ACP4 EMILIN2 USF2 EPHA4 CELF6 SLC4A10 ANKZF1 VCP RASSF1 NACC1 SYNGAP1 ATACCTC_MIR202 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATACCTC_MIR202 SLC9A9 DLC1 SYT1 STARD3NL FOXN3 TSPAN2 RORC INO80D RBFOX2 IL10 EIF4EBP1 DNAJB11 TECPR2 BCL7A ASAP2 KAT6A GTPBP2 EFNB3 SIMC1 ZNF644 CSNK1G1 VANGL2 CRTAP GABPA SCYL3 PPARGC1A GRHL2 BOLL PPARGC1B FARP1 CTDSPL2 ADAMTS9 CGN MNT RNF139 HAS2 LUC7L3 ADAMTS3 DCUN1D4 XRN1 DST NEK7 SNX5 MMD HMGCS1 AKAP13 CEP164 PNP TAB2 CSMD1 CALU SREK1IP1 RNF165 HECTD2 KBTBD8 SLC30A4 TBKBP1 GAD1 RNF13 RAB8B TAF5 SLC38A9 ARID3B SHANK2 HOMER2 PCDH19 EPHA3 EPS15 LAMA1 RFLNB LAMP2 DNAJB9 ARMC8 FBXO30 RHOT1 CACNA1E ATG16L1 NAA40 CAPN15 HECW1 NDST3 PIK3IP1 LEPROTL1 CPEB2 SLC16A10 CPEB3 CPEB4 DICER1 NAP1L1 FBXL19 ARL5A LBH SMAP1 KIAA0040 MVB12B LOXL4 CAP1 SEC24C IP6K2 SERTAD2 GHR PURG KIAA0930 SLC25A4 LPGAT1 SOX11 PGAP1 ADIPOR2 RB1 HMGA2 ZSWIM4 MYCN KLHDC3 MMP11 SENP2 MED6 MTMR12 ACVR2A MYRIP MIER2 CCND1 RAB11FIP2 MANEAL KIF1B BTG2 CCND2 ZKSCAN2 SRGAP3 UBE2W NRK KPNA4 MOB4 GALNT2 GALNT1 ZBTB10 CALD1 IKZF4 YPEL2 CREM SLC37A4 HK2 GRAMD2B STARD13 TRIB1 KIF2A HIC2 MMGT1 ABHD13 LIMD1 TNRC6B INPP5A TMC7 CAPN6 CPED1 CYTH3 XKR4 HNRNPC SNX27 LRRN3 CBL COL15A1 DPYSL3 STAB2 NID2 ELAVL3 RGS16 ATXN7L2 COL19A1 ADCY9 DUSP1 MED13L NAA15 FAR2 RBFOX1 NSD3 CHN2 ZC3H11A DUSP9 GGCAGTG_MIR3243P http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCAGTG_MIR3243P MKRN1 GPATCH8 FOXN3 MMP2 TOP1 ST3GAL3 ATP2B4 CLK3 CLK2 PRKACB INA EFNB2 TRIL MEPCE PIAS3 DCUN1D4 GLP1R ADAMTS4 FGFR2 PBRM1 SLC38A2 BAGE2 OLA1 DAG1 SORCS1 STIP1 ABCA1 MEIS1 FTH1 RIMS3 SEMA5B TRAF7 PLXND1 MEMO1 RAB6C GIT1 PLAG1 ESRRA KLHDC10 MAP2K1 CELF2 ACACA CACNA2D3 SAMD5 DDX5 CDC27 SHANK2 FXR1 HDAC5 DMTF1 HIVEP2 CHRD PTGES2 NRP1 SLC20A1 WASF2 TTLL5 SHROOM3 MBP CKB PTER EDNRA FAM160A2 GPX7 RAB6A IGF2BP1 SHC4 RAP2C FILIP1 G3BP2 EIF4G1 SENP2 KLHL18 MINAR1 SRGAP3 WDR44 ING4 YTHDC1 ZNF655 IVNS1ABP COL7A1 TNRC6B ETV5 DLST PHF12 FZD4 RGS14 ATRX WSB1 JADE1 SFPQ UBA1 APBB3 CIT HTR2C TOB2 GAGCCAG_MIR149 http://www.gsea-msigdb.org/gsea/msigdb/cards/GAGCCAG_MIR149 SNCB RPS6KB2 DNAJB12 CBX1 CCT3 KLHL3 AMOTL2 TOP1 CD47 APOB SRSF5 CCDC88B BRPF3 KCNK5 BHLHE22 KAT7 LONRF1 RSBN1L SHROOM2 IGSF9B BAIAP2 DLL1 ARID1A FAM104A TBC1D22B MCAT CCDC6 MIB1 MYO18B HNRNPA1 DCLRE1B NAV2 PDGFRA LUC7L3 LRCH4 FCHSD1 EXT1 EDA PRPS2 ADD1 CRTC2 TFAP4 CHKB ARPC4 BCL2L2 CD72 EPHB3 RIMS4 SRC MLEC TMEM50B SLC11A2 SH3PXD2A ADGRB1 DUSP16 LHX6 SERF2 IQSEC2 CREBL2 PLAG1 GIT1 ACACA OXSR1 PCDH19 KIAA2026 TRIM55 NTRK3 B3GAT1 PLEKHA6 CYB5B ATP2A2 CD59 RNF2 SMYD5 TMEM245 RAP1A RAP1B CLCN6 TCF12 NDST1 MARCKSL1 ZMAT4 CTCF TLCD3B LPCAT4 ACVR1B PAK3 CLCF1 DLG4 USP10 IGF2BP1 SEC24C CASP2 FOSL1 FBXL16 PHC1 CCNI PKDCC ARHGEF5 SF1 PIP4K2B ESYT3 CEP95 ZNF335 PURB PPM1F BTG2 SEMA4G FRMD4A KHSRP UBAP2 PHLDB1 YWHAZ RAB3D HERC2P9 MYCL HS6ST2 TNFRSF19 EXOC5 SLCO3A1 PLPP3 CDK17 TEX261 UBTD2 COL4A3 ICA1 POLR3H MPZ TNXB NF2 NCDN PHLPP2 ACLY AFF2 LMBR1L MPI APPL2 SP1 SLC6A8 JADE2 LSM12 ID4 ZBTB2 VLDLR IGFBP5 NFIB TCTCTCC_MIR185 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCTCTCC_MIR185 AGO1 THRA FOXN3 LUZP1 KIAA1328 PRKAR2A APP RAE1 PCOTH VEGFA PITPNC1 FAM53B FNDC3B ADGRL1 PHYHIP CA10 MAGI1 EFNB1 BSN C2CD2L ARID1A SGMS1 RIC8B DCTN3 ZNF3 PPP6R1 SLC37A2 MLLT11 RAB14 NPTN RNF26 ZNF385A ASTN2 ASB15 PCDHAC2 EPHB2 PCDHAC1 CORO2B SH3PXD2A RETREG3 ADGRB1 PCDHA10 PCDHA11 PCDHA12 SERF2 SLC30A3 LRFN5 PCDHA13 HCN4 CPNE6 PCDH10 SYNM BRCA1 NTRK3 ST7L HOXB5 EMC10 RHOT1 HSPA14 DNAJB2 SYNGAP1 TCF12 CADM4 PCDHA6 PRX PCDHA7 PCDHA8 PCDHA9 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA1 LRRC15 PAX2 PAK6 WARS1 CDC42 PAK5 KDM2A RHOA LPCAT3 CARMIL3 SSBP2 SOX13 SF1 HMGA2 MORN4 ATP6V1F KIF1B HIPK1 IGF2R PATZ1 GAP43 SNX19 PHLDB1 ADAMTS19 IKZF4 HIC2 ATAT1 TMED5 NR1D1 FMO2 CAMK2D SMG7 NFATC3 APBA1 PTPRE MAT2A PHLPP2 DTX3 KLK5 ATP1A3 NFASC VEZF1 ANXA2 SLC16A2 TJP1 LRRC9 MED13L KCNN3 NEUROD2 PBX1 SNTA1 AGCATTA_MIR155 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGCATTA_MIR155 C5orf64 GDF6 ZIC3 RAB1A ATP2B1 OGN CD47 PSKH1 PICALM ZNF518B LRRC59 PSIP1 S1PR1 CAB39 WBP1L SATB1 ZFP69 RREB1 CSNK1G2 STRN3 LRP1B SOCS1 MECP2 PKIA WEE1 ELL2 TIMM8A ZNF236 HIF1A ZBTB18 ZMYM2 SDCBP FGF7P6 SMARCA4 FBXO11 CAMTA1 SOX1 SSH2 MEIS1 TAB2 SEMA5A KBTBD2 UBE2D3 KRAS SYPL1 GOLPH3L NOVA1 CSF1R ITK PTPN2 C3orf18 CELF2 MYO1D NDFIP1 SKI SEPTIN11 DNAJB7 IKBKE HDAC4 PDE12 MYO10 WWC1 ETS1 HIVEP2 CREBRF H3-3A ANTXR2 FBXO33 DNAJB1 TSHZ3 BACH1 GPR85 FGF7 SPI1 SLA TRIM2 FAM135A SERAC1 QKI RAB6A MYB BOC ARL5B DYNC1I1 SGK3 ACTA1 SOX11 G3BP2 PCDH9 TLE4 LCORL ACVR2A RAB11FIP2 TOMM20 MAP3K10 UBE2W CNTN4 MAP3K14 BCAT1 SGCZ MIDN CARHSP1 YWHAZ SLC39A10 UPP2 GPM6B NFIX CDC73 ARID2 ZNF652 NUFIP2 RNF123 CHD7 N4BP1 NFAT5 BCAP29 HBP1 INPP5D SCG2 BRD1 CEBPB CTLA4 TSPAN14 MARCHF7 VEZF1 YWHAE RPS6KA3 CUX1 BCORL1 KCNN3 SP3 FAR1 TP53INP1 RCN2 GCAAAAA_MIR129 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCAAAAA_MIR129 HNRNPK SYT1 KDM1B PITPNA PDLIM5 STAT5B PITPNB RPS6KB1 JAG1 PRKCB NFXL1 CBX7 AGAP4 ADGRL3 TBC1D15 ATP2B4 HOXC4 RBMS3 SLC25A27 CIB2 RAB21 RBMS1 OXR1 DAB2IP ANKS1B KLHL32 FMR1 EFNB2 PSD3 ACTN1 C14orf28 EFR3A NPEPPS SGMS1 SUN2 NEBL SLTM PDS5A HNRNPA1 EP300 GABBR2 EFL1 AGAP1 TGIF2 PRDM1 ZNF385A VPS26A JAKMIP3 PIEZO2 HNRNPA1L2 AGO3 HMGB1 CAMTA1 IRF2BPL SOX2 DUSP10 BMPR2 SOX4 PSMA7 MEIS1 EPHB1 NR2C2 ARNT FBXW7 NIPBL MEIS2 GLYR1 SBK1 DDX3X RNF165 FAM160B1 AMD1 RUNX1 IGIP CDC42EP3 FAM13B TAOK3 CELF2 ZMYM5 KCTD1 ESRRG NR4A2 TRIO SFMBT1 DOCK3 DDX6 NKAIN2 DLX2 ITGA6 PLCG1 VCP EPHA8 ETS1 BTBD10 SCN8A C11orf65 GNAZ BACH2 MARCKSL1 ZMAT2 PAX6 PAX2 STOX2 ARL5A DNAJC13 SLMAP KDM2A NRG2 AP3B1 ZNF281 SP100 NRXN2 ZFX RUNX1T1 HERC4 TENT4B PCDH7 CACNG2 MAN1A1 HOXC10 MYT1L EIF4G3 GRM7 SH3KBP1 SIAH1 MATR3 PEG3 USP6 ING3 GALNT1 BPTF CXCL5 ZBTB10 NR3C2 CTNND1 SEC14L1 NUFIP2 PMEPA1 UBE2R2 ZFP36L1 HIC2 FNDC5 CHD7 FIGN PPP1R12A ETV1 ZNF609 BCL6 ZNF608 ACSL4 BCLAF3 PIK3R1 APC XKR4 MED26 CEP192 DLGAP2 PTPRZ1 LMNA TSHZ1 PDZRN4 ILF3 PHF12 ISL1 MARCHF5 RSBN1 CELF4 SLBP PAPOLB TOX SLC17A6 IGSF22 YWHAH MED13L YAF2 SP3 PTP4A1 SP4 LSM12 PHF21A SP8 TMTC4 ABCC5 GFRA2 TP53INP1 GGCACAT_MIR455 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCACAT_MIR455 DYNC1LI2 CDK14 GABRB3 CCDC113 EDN1 RPS6KB2 MYLIP WTAP ZIC3 ERC2 CERKL RANBP3 SOCS3 SOX11 TBC1D25 PJA2 NCK2 HES5 SEMA4G C4orf17 LUC7L3 TOMM22 SLITRK5 ADD3 SERP1 PLCXD3 TRNP1 CPSF7 GDAP2 USP3 SOX6 CACNB4 KCNJ2 METTL17 RIMS4 STX1B TMED2 DDX3X PPP1R12A CDK13 TNRC6B BAZ2B TMEM30A SNW1 BRD1 TAF4 RFX4 NLK NR4A2 DOCK9 ATP11C GABARAP TNKS1BP1 RNF44 TJP1 ETS1 RTL9 DCAF5 PAPOLG GTCGATC_MIR3695P http://www.gsea-msigdb.org/gsea/msigdb/cards/GTCGATC_MIR3695P FAAP20 MACF1 DHX15 ID4 RNF111 CTTTGTA_MIR524 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTTTGTA_MIR524 HNRNPK MEF2C CTHRC1 HNRNPF CRHBP HOXD13 RCE1 MXI1 ADGRL2 DIRAS2 PPP1R1B HNRNPU BBOF1 KIF5A KLHL32 BTBD7 SIPA1L2 C14orf28 PTPRU MARK4 ADAMTS6 NPC1 JUN VGLL3 GNAI3 GNAI1 TAFA1 HADHB PFN2 RAC1 GIGYF2 HNF1B SERF2 IGIP CELF1 NXF1 PCDH17 UNC79 DCAF7 COL14A1 TRPS1 BTBD10 SMURF2 NACC1 DHX40 SOBP CDC42BPB LTN1 NBEA LSM14A P4HA2 USP12 MACIR FRAT1 QKI ANP32B GMEB2 ADNP TLE4 ARHGEF12 MXD1 TMEM184B TAF12 PATZ1 SORT1 ZBTB6 WDR44 VIRMA ARL4A PARVA LRRC32 CREM ABHD4 ZNF655 IGSF11 CRISPLD1 SORBS2 LRRTM3 PPP2CB CSDE1 GBX2 RAB11A EXOC5 PPP3CA FBXW11 USP33 MB21D2 SPTY2D1 TSHZ1 CCAR2 PDZRN3 ELAVL2 TRIM23 SELENOS FAM131A PDE2A NAA15 CSNK1E LRRC3B JADE2 NSD3 ELOA NR5A2 LRP5 DUSP6 MTSS1 FOXN3 LMO3 LMO4 EIF5 TGFB3 ZIC1 IQGAP1 INTS6 MIER1 LRRC59 EED PUM1 PUM2 CCDC91 API5 IL1A IRS2 RTL6 NUDT4 GOLT1B ZNF711 CDO1 LAMTOR5 FAM120C TNFAIP2 TNFAIP1 EP400 ADAMTSL3 GLUD1 MDGA2 LRBA ASTN2 ABCA1 NHS SESN1 MYRF DOCK1 ZEB2 JUND PRKRA ADRA2C TAF4 VAV3 EPB41 NR4A2 TEAD1 NR4A3 CACNA2D2 LAMP2 TNFSF11 ARMC8 HDAC1 EBF3 DYRK1A FBXO30 HIVEP2 RBM39 RHO SEC24B GPBP1 ARID4B PAX6 PEX5 DACT3 PIP5K1A PEX3 RNF220 SPRY4 CDC42 SLC1A3 TCERG1L HEY2 RTF1 LRRFIP2 DLG5 FOSL1 PPP2R1B ZFX PCDH9 MBNL2 HEPACAM HMGA2 ZFR NCOA1 NCOA3 HOXC13 CDK2AP1 JMJD1C SRSF10 IRX5 GALNT7 PPM1B BRD8 SMOC2 CHD7 CDH9 TSC22D2 WDFY3 GNAO1 ARHGAP33 MFSD14A RSBN1 CILK1 ID4 TBL1X SCN4A RNF111 EDN3 LYPD3 SNIP1 HOOK3 SRSF6 ATP2B1 ATP2B2 ZFP91 SRSF5 VPS13A BSDC1 RARB UQCRFS1 RAB21 GRID1 YY1 IGDCC4 TANC1 NAV3 SRSF2 HES1 MGAT2 APPL1 PRDM1 DBN1 ADD1 RAB40C TAB2 CALU OTP CRMP1 LHX6 IL1RAPL1 OLFM1 PLAGL2 NKRF SMAD4 PTPN13 CELSR3 SMAD3 DDX6 EPHA3 EPHA5 TNKS1BP1 TMEM39B DLX1 EPHA7 DLX6 ETS2 JAZF1 CNRIP1 CPEB2 CPEB3 CPEB4 MITF WASF2 CNPPD1 DIP2C SEH1L RGS7BP NR2F2 COL11A1 ADAM10 FAM76A SPEN MAP3K10 MOSPD2 ORMDL3 GADD45A PRPF38B SERP1 PPFIA3 YPEL2 CETN2 FKBP1A STAT4 GPM6A GATAD2B BAZ2B TLX3 SPTSSA NLK AFF4 NLGN3 DKK2 TJP1 ZNF106 APPL2 GRIA2 ERBIN PPP1R8 RBFOX1 YWHAQ PHF21A HNRNPA2B1 PAPOLG TP53INP1 TUFT1 CBX3 CBX5 STARD3 KMT2E HOXC8 KLHL5 ZMIZ1 SELENOF GNL1 SCAMP5 LRP1B PRKAB1 RAI14 DCLK1 NUP58 PPP1CB TNKS2 MAP4K3 SLITRK4 SLITRK3 NDEL1 FNBP1L IWS1 KALRN PPP5C SSH3 SOX4 CSMD3 RIOK1 SOX9 SOX8 UBE2D3 LINGO1 PPP1R16B MTPN CNR1 MTCH1 HOXA7 SKIL STRBP RUNX1 HECTD1 SLC30A7 SESTD1 PTPN2 GPR180 KMT5A ITGA3 SSB FOXP1 SLC25A12 ITGA9 UBE2E3 NEXMIF RCAN2 EIF4E HOXB7 PRICKLE1 HOXB8 RAP1B GTDC1 CPNE2 KCTD13 PRRX1 CREBZF LGR4 LARP1 BZW1 RANBP9 PCGF2 KCNQ3 PCGF3 CNTNAP3 NECAP1 KHDC4 KHDRBS1 SOX11 ADIPOR1 LEF1 NPAS4 KRTCAP2 ECT2 UBE2N PSD HIPK1 SBF2 PDCL NRK KPNA4 BICRAL METTL9 SMARCAD1 ING5 CPLX2 ARPP19 NFIX TCF7L2 TPM3 MTM1 ERCC8 DDHD1 QSER1 CEP57 ZNF609 PHF20L1 ZBTB7A PTPRE L3MBTL3 SINHCAF KCNN4 ATXN2 SON SLC17A6 GSPT1 SP1 SP3 SP4 GSPT2 SLC6A6 SP5 KAT2B SP8 NFIA ATP8A1 CTGTTAC_MIR194 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTGTTAC_MIR194 AGO1 VAPA GABRB3 AP1G1 TSPAN7 PTPN20 CLLU1 ITSN1 PDHB HOOK3 EPC2 MIDEAS SLC2A3 TARDBP ZNF395 DEPDC1B LGI1 ASAP1 MRPL35 RSBN1L PAN3 SOCS2 FMR1 TTC7B MECP2 BTBD7 GRHL3 YTHDF1 TGIF1 GRHL2 ERGIC2 BCL2L11 CTDSPL2 MIB1 PITPNM2 ST18 UBR3 C18orf25 PFKFB2 SNX1 GIPC1 LIN28B TJAP1 MYRF FBXW7 MEIS2 DMD STX16 HNF1B SLC30A8 NUDC CEP350 DNMT3A COLCA1 TAF4 KLF12 WAPL FOXA1 KMT5A EHBP1 PTPN12 ZFHX4 TRPS1 SPCS2 SEPHS1 TLN2 ZBTB39 SDC4 ARHGAP21 ARHGAP5 TRIM9 QKI RAB6B LRRFIP1 RTL3 LIMK2 MBNL2 TBC1D25 MID1IP1 NCL RAB11FIP2 OSBPL11 GLIS3 HS3ST2 TEFM ARID2 SUFU SUMO2 CHD9 NFAT5 CHD1 CDK19 EXOC5 CHD6 CHD4 TRIP12 NAA50 BMT2 ZNF25 GYG1 TRIM23 RSBN1 GMFB LRRC9 CSNK1D TMEM43 HBEGF DUSP9 ATGCAGT_MIR217 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGCAGT_MIR217 SEPTIN4 DYNC1LI2 ATP1B1 PDS5B GRIK2 STAT5B ARMH4 TBC1D15 CUL5 ELOVL4 LRRC37A6P TLK2 OGT STAG2 FNDC3B ESCO1 HNRNPUL1 POLG ZNF711 TACC1 TACC2 MAPK1 NDEL1 SLITRK3 STT3A LUC7L3 ST18 ADAMTS5 FBXO11 MIOS LINC00052 C18orf25 SLC38A2 MAMDC2 VAT1L KCNA3 MYEF2 PAQR3 NIPBL KRAS MTPN ADGRB3 STRBP SLC31A1 NOVA1 FN1 EHMT1 PALM2AKAP2 KLF12 WAPL NR4A2 ATP11C PCDH17 KIAA2026 MIER3 KCTD9 DYRK1A PCNA HIVEP3 RBM39 RBM38 LRRC37A11P FAF2 EZH2 RBSN SENP5 SENP7 RTF1 MSN STX6 ZCCHC2 STX1A RAP2C SOX11 DMRT2 ATP6V1A ACVR2A PPM1D TAF1D EIF4A2 RIN2 TMSB4X GREB1L KCNH5 YTHDC1 SLC39A10 IVNS1ABP PSMF1 GPM6A EP400P1 BCL11A GATAD2B APPBP2 FBN2 FBXW11 MAF GDI2 DLGAP2 DACH1 RICTOR TM9SF3 CAPN3 SIRT1 UBL3 YWHAG YAF2 RBFOX1 CHN2 NEUROD1 MAPK8IP1 HNRNPA2B1 SPOPL TMTC4 NFIA ATGCTGG_MIR338 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGCTGG_MIR338 MORF4L1 RBM45 SLC9A9 MSL2 SEPTIN4 AP4E1 SKIDA1 MORF4L2 SYT8 CHTOP CNP CBFB ATP2B1 TBC1D15 PVALB MTG1 ZNF579 GABPB2 PLD3 KCND2 ATG9A TANC1 YBX3 SRSF2 FRY MAP4K3 RPS19 ZBTB18 TRIM33 AMFR VAMP2 EIF4E3 SRSF8 NHS ARNT FBXW7 TRAF7 CLASP2 DYRK2 RUNX2 ARHGEF10L NOVA1 UNC45B UNC45A ARGLU1 TSR1 MAFB SEMA6A ZFHX4 SEMA6D ETS1 SEC31B FBXO33 SECISBP2L CCNT2 NRP1 CPEB3 FGF9 DUOX1 ZBTB39 SPTSSB TAS1R1 HMOX2 ACTR2 SLK SLMAP RGS7BP KCNMA1 ZC3H7A ESYT2 DMRT2 ZNF335 VASP MYCN BNIP5 CCND1 SMTN LARP4 NRL SRGAP3 ADAM17 CC2D2B GREB1L ACVR1 NDUFAF5 TBC1D8 PPP4R1 ZBTB10 FKBP1A ZDHHC18 N4BP2L1 NUFIP2 SETD2 MYCBP2 GLS2 SUGP1 ZDHHC21 MAP3K3 CCL21 LINS1 SYN2 TNRC6B ZNF607 ABCA12 BCL9 MAF FAM120A MACROD2 UBE2Q1 SGTB WSB1 SP6 TMEM255A GGA1 ACATATC_MIR190 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACATATC_MIR190 BACH2 STK35 SYNJ1 PAX6 ZIC3 ACTR3 KCNQ5 EPC2 TBC1D14 ASAP1 SAMD4A STK24 HERC4 PCDH9 NAV3 SRSF1 YTHDF3 SMC6 PTHLH SLITRK1 TRIM36 CADM1 HAS2 STC1 WDR44 CLOCK OTUD4 MYO5A PHLPP1 DAG1 MFSD14B ARPC5 HECA GPHN CHD7 DMD BCL11A RLIM PHF20L1 TCF4 TNRC6B TNRC6A WDFY3 ANO4 TSHZ1 NFASC NLGN1 HGF CELF4 FOXP2 WSB1 RPS6KA3 CDKN1B TRPS1 RBAK ARF4 NEUROD1 PAPOLG MEX3B TP53INP1 CTCCAAG_MIR432 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTCCAAG_MIR432 TSHZ3 TLN1 PRPF4B AGO1 CPEB2 PDLIM5 STK35 AP3S1 LUZP1 KDM5C FNTB ZFP91 BRPF1 HIF1AN ALKBH8 TRIM9 SLMAP PDE4A CAVIN2 PITPNC1 RGS7BP ARL5B DAB2IP SMCR8 PSD3 ZNF503 SRSF1 HMGA2 DCTN3 TBC1D22B EML4 PURA KIAA1522 ANKRD28 BACE1 AKIRIN1 VGLL3 CA3 AMFR FAM171A1 PMP22 INO80C KCNH5 ABCA9 EEF1DP3 CHKB ACE CSE1L PDE1B POLE3 RASGRP4 HOXA5 NFAT5 EHD3 FAM126B PLAGL2 FN1 CPT1B ESRRA TOX4 TRPC3 CDPF1 VXN PHLPP2 SPTY2D1 CRB3 CELSR2 NSD2 SPARC CAPN3 FDX2 HOMER2 FURIN STRADA RNF44 ANKZF1 GRIA2 TMEM245 POLDIP2 ABCC3 HSPA14 GARRE1 NR5A2 AAGCAAT_MIR137 http://www.gsea-msigdb.org/gsea/msigdb/cards/AAGCAAT_MIR137 CTTNBP2NL SYT1 ATP1B1 ADCY1 PDLIM3 RORB PLEC CUL3 HMCN1 SRSF5 PICALM RAVER2 WNK4 OGT RAB21 OXR1 SGPL1 GRIN2A BSN EIF2S3 DCDC2 PPARGC1A MAPK1IP1L CCZ1 CCZ1B RPS13 STC1 FBXL7 PRDM1 ST18 ZNF385A CHORDC1 UBR3 C18orf25 MGAT5B ERBB4 RPGRIP1L NABP1 DEXI ACP1 RIMS4 RIMS3 STX16 MAML3 AMD1 CDC37L1 PLAGL2 ESRRA KMT2A SPHK2 KLF12 CREBBP ESRRG EPHA4 EPHA7 RBMXL1 MAB21L2 SOBP HLF BACH2 NRP1 MYBPC1 MITF LIMCH1 NKAIN1 GPR88 DIP2B SLC24A3 ANKRD12 KDM2A QKI RGS7BP FMNL2 NKAPD1 RAP2C ZDHHC5 ARHGEF7 SLC25A5 TLE4 MMP16 SRPK1 HNRNPDL NAB2 EIF4A2 SRGAP3 MINAR1 SGCD SERP1 MED1 ZMYND11 ABHD6 DPYS GPCPD1 SNRK MORC4 KANK4 PPP3CB CEP128 THBS4 FLRT3 FLRT2 CTLA4 RAB35 HERPUD2 NEUROD1 DUSP8 SIK1 AP1G1 CTDSPL XPO4 SMC1A SLC7A9 TBC1D19 LURAP1L ST3GAL3 TARDBP PDE4A RBMS3 CTDSP2 ASPH ATOH8 FNDC3A RC3H1 RBM12 SCRT2 SATB1 SHROOM2 LBX1 MCU YBX3 CLPX MIB1 CBLN2 TRIM33 FNBP1L ZMYM2 RNF138 PTGFRN PPP5C KCNA2 BMPR2 MAPKAPK2 GREM1 CCNG2 ZC3H6 CSMD2 MEIS2 DDX3X MTPN RETREG3 PPP4R3A RHOBTB1 SLC46A3 RUNX2 NOVA1 MSANTD2 PALM2AKAP2 RFX4 PTPN2 KCNB2 SETD7 SHANK2 FURIN RELL2 DIO2 NREP DYRK1A CACNA1G CCNY WIF1 DNAJB1 PDCD6 RBM26 FAM222B NPEPL1 ARID4B CDC42 CDIN1 FAM117B YOD1 RANBP2 PLCB1 RTL3 SLC43A2 EGR2 FAM172A SOX11 DMRT2 UBE2H SYNC DIPK2A PPM1E CHST9 CA7 CPSF6 CC2D2B KLHL10 METTL9 PWWP3B NR3C2 TSC22D2 RNF128 MSI1 INPP5A ZFC3H1 SNX25 PHLPP2 NFASC MED14 RSBN1 PIP4P2 CADPS SH3BP5 WSB1 SON SLC17A6 CUL4A MED13 DR1 SLC6A6 PRR16 TSSK3 RCN1 ACCAAAG_MIR9 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACCAAAG_MIR9 TGOLN2 CTHRC1 JAKMIP2 CCSER2 PPP2R5D FSTL1 DSE FLI1 BRPF3 PLPP6 PHTF2 LUC7L2 ZNF395 TLK1 PTBP2 MAP2K7 TBPL1 ADGRL1 MYH1 SCN2B PTBP1 LRRC1 HMG20A LHFPL6 SCYL3 MYH9 JUP ADAMTS6 PPP6R3 BACE1 VGLL4 PMP22 ADAMTS5 C18orf25 ZNF131 AMBRA1 TAFA4 KCNJ2 SCRIB TAFA5 ALCAM TRA2B HNF1B ARHGAP39 RANBP17 KLF12 ASXL1 ACACA ATP11A PCNP KCNK4 FNBP1 BTBD10 SMURF2 MAP7 DHX40 CHST15 SLC9A1 LZTS2 GPR85 ELF1 SLC20A2 GNPNAT1 SYNJ1 NAP1L1 AUH CCNE2 FBXL19 MTHFD2 TMEM109 AP1S2 P4HA2 SPART QKI BRD4 ARHGEF2 RAP2C ZDHHC5 PGAP1 GMEB2 ARHGEF5 GZF1 ARHGEF17 MMP16 KLHL42 OTUD7B ZNF362 SRGAP3 C1QL1 SORT1 KIAA1217 OSBPL11 DOLPP1 ARL4C CLOCK RASD2 TBC1D8 ZNF655 ZNF365 ZNF654 ITM2B ITM2C PCSK2 SORBS3 DGKB SNRK LRRTM4 ARMCX2 PCSK6 FLRT3 ZNF263 PI4K2A PDK4 COL15A1 AXL NTNG1 LMNA CCAR2 ELAVL1 NID2 MARCHF6 FNIP1 ASIC1 RPS6KA4 C2CD2 PLSCR3 NR5A2 PHLDB2 CMTM6 SHTN1 AP4E1 CAPZA1 EIF5 RBM5 RBFOX2 RNF144A ERC2 PACSIN1 ANK2 SMARCD2 ELOVL4 PGRMC2 TGFBI FNDC3B RET SPTLC2 SLC33A1 SIX5 ARID1A ARID1B SIX4 GRHL1 YBX3 ARPC1A CCDC6 GABBR2 TESK2 VAMP3 VAMP1 XRN1 DCUN1D4 DRD2 MDGA2 FBRS CNTFR MAPKAPK2 CCNG1 MYRF ZNF324 H4C1 SYAP1 FBXW2 TRAF7 DNAJA4 ARHGDIA CEP350 AP2M1 RAB8A VAV3 MYO1C SYT10 DOCK9 ARID3B ICMT NSD2 FURIN JPT2 HDAC5 LAMP1 NMT1 NRF1 PDE7B RNF150 ST8SIA4 DYRK1B DYRK1A CREBRF DNAJB1 ZNF319 FAF2 DEDD ZKSCAN1 AMMECR1 TRIM2 ACOT7 FRMD6 FAM117B MAN1A2 TRPM7 MBNL1 PCDH7 HMGA2 M6PR PURA EDEM3 KIF1C HUNK NCOA1 HOXC13 IPO4 CA7 FOXN2 CNTN4 CNTN3 UBAP2 CARM1 GPAM OTUD4 GALNT3 SRSF10 BCLAF1 ADAMTS13 SNX16 KITLG CDC73 BRD8 UBE2R2 COL9A1 HIC2 TSC22D2 SLC35B3 RNF128 PRDM10 FBN2 EHD4 CNNM2 MAF COL4A2 CNNM4 WDTC1 SNX25 SLC12A5 FBN1 GRSF1 CREB5 UBE2Q1 CELF4 CNNM1 CELF6 CUL4A SH3BGRL2 ID4 RNF111 DYNC1LI2 ATP1B1 SNIP1 SYT9 SRSF6 CD47 DDX17 GOT1 SIN3A PRRT2 GAB2 LIN28A INSIG1 COL12A1 STAM DBNL CSGALNACT1 MDGA1 RIC8B FAM155B FARP1 FRY UHRF1 TXNDC5 PDGFRB STC1 PRDM1 LRCH4 FBXL3 FBXL2 NEK1 HOXA11 SFXN2 RIMS2 TAB2 RIMS4 TMCC1 MAGT1 RIMS3 EPHB2 KCNMB2 TMEM260 EMB NXPE3 SLC31A2 GAD1 KLF5 AEBP2 UBASH3B OSBPL3 AFAP1 ARFIP2 ZBTB41 DENND1A CEP104 FAM13C DLX3 FOXG1 NOTCH2 TULP4 EPHA7 SEMA6D NCOR2 PPARA CPEB2 CPEB4 NFKB1 CAMKK2 DNAJC14 ANKRD12 GSKIP PARG AP3B1 KCNMA1 ADAM11 STX1A ZNF354A TLNRD1 SPECC1L LDLRAP1 PRUNE1 SENP1 PTBP3 SGCD SLC27A4 USP6 SLC39A14 YPEL2 IKZF4 IKZF5 SLC19A2 TENT5C STARD13 GCH1 BCL11A BCL6 CC2D1B KIF21A SPTSSA DTNA CSNK1A1 RBM24 TSC22D3 ERBIN GOLPH3 FYTTD1 RAB34 MAEA AMMECR1L ITPKC CBX1 FGF12 KLHL3 CALB2 LURAP1L CBX6 KLHL1 WNT4 SLC25A24 MIGA2 LZTS3 PHOSPHO1 RBMS3 PDGFC TENM1 SHROOM2 SH2B3 CSNK1G2 SOCS5 STK3 TBC1D22A FNBP1L RNF24 PYGO2 DSTYK REEP4 KALRN RNF19A SLC50A1 ONECUT1 DIAPH1 SNX7 LIN28B MTPN HARS2 ENTPD5 RHOBTB1 NDRG1 SLC30A3 SLC30A8 RUNX2 STK38L DIXDC1 LPP SACS LIN7C MRRF FOXP4 FOXP1 CMTR2 TRIM55 EIF4E DIO2 NEDD4 ULK2 YIPF4 PHF8 KCTD12 TLN1 HECW2 OPCML MYPN PRRX1 MRFAP1 HLCS PLBD2 LARP1 ACVR1B PCGF5 PAK2 CXCR4 PCGF6 ACTR1A CCDC43 PAK4 GOPC ZNF280D ATP8B2 TOGARAM1 SHC1 RANBP2 IGF2BP2 IGF2BP3 EGR3 PIGZ ESYT2 ARHGAP24 ESYT1 DIPK2A PANK2 PANK3 KLHL18 HIPK1 SEZ6 BICRAL TNFRSF21 UBE2Z RTN4RL1 PWWP3B C4orf46 UBE3C PALMD NPTX1 MAP3K3 ARPP21 FAM107B BCAP29 POU3F2 TNRC6B PIK3R3 PHF20L1 CRIM1 BAHD1 AGFG1 ANO1 MAP1A UBE4B MAP1B NFASC ATG14 SLC10A3 SIRT1 RALGDS SON DR1 SLC6A6 PPP1R13B EVI5L TTTGTAG_MIR520D http://www.gsea-msigdb.org/gsea/msigdb/cards/TTTGTAG_MIR520D MEF2C GPATCH8 MSL2 SYT1 AGO1 SCN3A CRHBP RCE1 HNRNPM CITED2 ATP2B1 SRSF6 DDX17 SRSF5 DIRAS2 BTBD3 LIN28A U2AF1 FAM53B BSDC1 DHX32 BHLHE41 HFM1 CLNS1A GTPBP1 IGDCC4 PPP1R26 MECP2 NAV3 ABCC12 SRSF1 PPARGC1A CTDSPL2 CDIP1 HES1 UHRF1 HES5 SERPINF2 MTF2 MLLT10 HTR7 C4orf17 ZZZ3 PRDM2 LRCH4 VGLL4 ARL8B PRDM1 ADD1 TPST1 TXN2 STK17B SORCS1 TMEM200A TAB2 TAFA5 ADCYAP1 TAL1 PFN2 STX12 EGFLAM GAD1 IL1RAPL1 TRAM1 ODC1 ARGLU1 TRPC4 MOCS2 KLF12 SCD CELF2 KLF11 NDFIP1 ACACA PCNP ZKSCAN5 NXF1 UBE2L3 KCNK1 PCDH19 UNC79 ZFHX4 H3-5 WDR61 ATP2A2 ETS1 DCP2 TRPS1 CCT8 JAZF1 H3-3A H3-3B SPATS2L CDC42BPB ELF1 ZNF385B CPEB2 TCTN2 CPEB4 WASF2 EIF3A ANKRD10 NBEA SEC62 SEH1L ELOF1 QKI KDELR1 SERTAD2 KCNMA1 RAP2A PRPF39 ARRDC1 HNRNPDL FMN2 GRM3 BRWD1 CCND1 SEMA4G PLEKHH3 IL20RA OSBPL10 CAND1 ZBTB6 GADD45A PRPF38B ARL4A UBR7 PIKFYVE ABHD3 FKBP1A GPM6B POLR2B GPM6A MORC3 PPP2CA ACTL6A DDIT4L PPP3CA BAZ2B SNAP25 USP33 ETV5 PTPRZ1 AFF4 TSHZ1 SPIN1 ELAVL1 IGF1 PDZRN3 RICTOR ZNF22 DKK2 CNEP1R1 PTP4A1 JADE2 USP47 LRRN1 NHLH2 STON1 LUC7L CMTM4 NR5A2 TUSC2 MTSS1 SIK1 ENAH FOXN3 PRPF4B XPO5 AMMECR1L CBX4 CBX3 RPS6KB1 CNOT1 UBQLN2 TBC1D15 FNTA CASP8AP2 MIER1 LRRC59 PUM1 DNAJC6 GNL1 FBXO22 COCH VMAC GOLT1B RAI14 MTA1 DCLK1 PDE4D SOCS5 STK4 PPP1CB NEBL NCAM1 SLITRK2 SLITRK3 NDEL1 HNRNPA0 FNBP1L HOXD3 ZMYM2 LRP11 PCMTD1 SETD1A LUC7L3 VAMP2 BIVM COL24A1 PHLPP1 SOX1 LRBA NEDD9 ABCA1 GIPC2 SRC LLGL2 NIPBL HOXA7 SLC35F1 BRINP3 RLIM SLC35F5 LYSMD2 ANGPTL5 CEP350 MAFF CSTF3 GABRA1 RFX4 SESTD1 PTPN2 LPP NEUROG1 KMT5A TEAD1 SETD7 NEUROG2 SALL3 UBE2E3 HDAC4 NEXMIF ATF4 PHF2 HOXB5 HOXB6 RFX1 RFX3 TMPO LRATD2 TMEM165 PHF6 IER5 LRRC8D CTCF PDCD4 SDC2 BMI1 BZW1 PCGF3 SLC1A3 MAPKAP1 POU4F2 CNTNAP2 RANBP2 PIWIL4 FOSL1 IGF2BP3 VCPIP1 TBL1XR1 EGR3 KIF11 NRXN3 SOX11 ZFX ADIPOR1 MBNL2 NPAS4 NCBP3 PURB DAPK1 PURA EDEM3 EIF4G2 PPM1D PPM1E SBF2 STXBP5 RBM47 PDCL UBE2W CNTLN JMJD1C MDM1 METTL9 UBE3A TIPARP NFYB RDX UBE3C CDH2 TCF7L2 SMOC2 NPTX1 SYNPR MAP3K2 SMOC1 PTN FBN2 SCN5A SLAIN1 GNAO1 BOLA2 DACH1 SIRT1 RSBN1 TAB3 PIP4P2 ATXN1 ATXN2 TOX RNF44 UBR5 TMEM47 SON NAT8L SULF2 CUX1 ERLIN2 SP3 SP4 CUEDC1 MEX3B TGCCTTA_MIR124A http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCCTTA_MIR124A ZNF772 SLC9A6 MYLIP SART3 CUL5 PHTF2 YEATS2 GIT2 PIK3CA OGT PTBP2 STAG2 PPTC7 RAB27A ROCK2 RREB1 RXRA PTBP1 LRRC1 MECP2 MYH9 GLTP BCL2L11 MARK1 ASCC2 PPP6R2 MAPK4 RYR3 PPP6R3 BACE1 SURF4 TMEM178A RYR2 PPP2R5E RALGPS2 PLCXD3 RALGPS1 CACNB2 CACNB3 TBC1D9B KCNJ2 ALCAM SH3BP5L PEA15 DUSP15 ARG2 TCF3 FAM210A SREK1 ARGLU1 NPLOC4 KLF13 MAP2K4 AAK1 GAS2 KCNK2 SEPTIN11 NKAIN2 TSHZ2 TRPS1 NACC1 MAP7 RGS9 PARP1 ZNF219 RERE TLL1 BTBD11 RANBP10 GPR85 BACH2 EZH2 LCOR CDR2L RTN3 KCNK10 MECOM TMEM109 P4HA1 ZNF148 SERTAD3 SERTAD4 QKI ANGPT1 BRD4 USP14 CCDC28A ATF7IP ARHGEF4 RAP2A ZDHHC3 ARHGEF7 GZF1 PLEKHH1 MYADM TMEM184B MTMR12 MYRIP BRWD1 MYORG CCND2 TMEM129 SRGAP3 MINAR1 CHSY1 OSBPL11 SORD EPHX4 ERMP1 ABHD3 PID1 ACSL1 RAB11A SLC4A7 FAM177A1 PCSK6 C1GALT1 CAPN6 ZRANB2 ARFGEF3 LMNA ELAVL1 MARCHF8 MARCHF7 ETF1 CAPN2 SELENOS PDE2A SPINDOC NAA15 PLSCR3 FAR1 LRP6 GAS2L1 SELENOI USP48 NR5A2 CTNS HTR2C DUSP6 GNA13 MPZL1 GNPDA2 DESI2 CTDSPL XPO4 ZNF580 ATMIN STK35 SLC7A8 RPS6KB1 JAG1 IQGAP1 CBFB RNF144A ELOVL5 LRRC57 PDE4A PGRMC2 RALA TUBG1 LONRF1 ZSCAN18 DNAJC1 SAMD4B PDXK CCDC177 CHODL SIX4 ZNF3 TACC1 TACC2 CCDC6 VSNL1 VAMP3 NPTN PIEZO2 EXTL3 CCL2 LITAF RHBDL3 VAT1L LRIG1 ABCA2 ARPC5 MYRF AKT1S1 RNF165 TFDP2 SLC35F5 B4GALT6 RAB6C ARHGDIA TMEM134 CEP350 LYSMD3 SEC61A2 B4GALT1 PRRC1 MYO1C MEA1 TEAD1 ICMT CACNA2D2 ATP7A HDAC5 HDAC4 MYO10 EBF3 FBXO30 PTTG1IP MYH10 FAM222B E2F6 ALG2 DICER1 AMMECR1 GPC4 SLC1A4 SPRY2 TOR3A FAM219A YOD1 AHNAK RHOG NCOA7 CDK6 PCDH8 HEPACAM LPIN1 VAT1 SYNC PPM1F C1orf21 FRMD4A CNTN1 MAPRE1 CNTN3 EPN2 OTUD4 GDAP2 TMEM168 MFSD14B JAKMIP1 LCLAT1 NR3C1 HIC1 PMEPA1 ANXA7 AP3M1 SLC35B2 TMED1 RNF128 MYCBP NFATC1 WDFY3 WDFY1 COL4A1 CREB1 CEBPG TSPOAP1 COTL1 ANXA5 SLBP CADPS ZBED4 SCN4B WIPF2 GGA1 GGA2 DYNC1LI1 ADCY1 DYNC1LI2 SNIP1 LEMD3 DNAJB12 MYADML SRSF6 P4HTM RAVER2 RAVER1 COL12A1 FAM53B LMF2 GRID1 F11R OSBP2 VANGL1 SUCLG2 STRN3 IGDCC4 EFNB2 NAV3 FAM104A DCTN4 FARP1 GLCE PARP16 NAV1 CGN NAV2 RAB14 STC1 SLC10A7 LAMC1 RAB10 ITGA11 RFFL TMCC3 ANGEL1 MAGT1 SERINC2 TRAM2 WIPF1 MACF1 DMD LHX2 SLC31A2 SLC31A1 EMD PLAGL2 MOCS1 SASH1 ABR OSBPL3 OSBPL6 SCD NDFIP1 CELSR3 OXSR1 EN2 TPD52L2 PTPN12 EPHA3 DDX6 SEMA6A SEMA6C SEMA6D ETS1 JAZF1 KLF4 PDZD2 BMP6 NRP2 PPARA SLC16A14 SLC27A1 IST1 WASF1 MITF LIMCH1 ZBTB39 VPS37B EDNRB KANK1 RWDD4 ANKRD13A REEP1 TUBB6 MMD2 RAB6A JPH1 DHCR24 ELAPOR2 TMEM263 SPECC1L FLOT2 CD164 GRM1 ZCCHC14 ZDHHC16 PSEN1 PTBP3 SGCD SERP1 RBM33 BLOC1S6 MTDH GPM6B CLDN11 EDEM1 NXT2 EFCAB14 RAB43 MORC4 ETV1 HBP1 CHP1 THAP2 RPIA DCAF12L1 BAZ2B CDK18 ZDHHC20 DTNA MLLT3 FZD8 RBM24 RRBP1 XKR6 AFF4 GRIA3 ITPR3 STAT3 FAM78A GRIA2 CDON MAPK14 RAB34 NEUROD1 MPC1 ABCC4 APBB2 PAPOLG OPN3 TOB2 ATP6V0A2 PLXNA3 SNCAIP THRB LMAN2L RASGEF1A TTL PNN GLT8D1 SLC25A20 SLC16A1 DMXL1 RBMS3 NEGR1 RBMS1 CCDC117 SCAMP2 SH2B3 CSNK1G1 FA2H RAI14 NUP58 STK4 AHR ELL2 CBLN4 FNBP1L ASB1 AKAP1 SLITRK6 EMP2 MYNN ANKFY1 JAKMIP3 RAD17 FGFR2 SNX6 DIAPH1 DIAPH2 SNX4 PAQR8 ELK3 SOX9 RSRC2 LIN28B CHMP2B FOXQ1 ELK4 MTPN PLIN3 RNF11 RUNX2 CSTF3 PTPN9 SESTD1 YIPF6 CPNE5 LPP GOLM2 AK3 CASC3 SUGT1 NEXMIF CERS2 ULK2 OGFOD3 ITGA7 RFX1 ANTXR2 PTPN1 ZCCHC24 PDCD6 PHF6 KCTD12 MBOAT2 OSBP PRRX1 DPY19L3 LARP1 PCGF5 SLC48A1 MKLN1 HMGXB4 KLHL24 NCKIPSD KCNQ2 LPCAT3 AKT3 SIGMAR1 EGR2 SOX12 DYNLT3 ADIPOR2 DMRT1 ESYT2 PALLD LMBRD2 UBE2B CHST1 PRKD1 LARP4B FERMT2 EYA4 ACVR2A EYA1 EYA2 HIPK1 KLHL17 PCYOX1 DENND1B PEG3 SMARCAD1 CNN3 NFIX ZNF706 MAP3K3 KIAA0408 ZNF608 C5orf24 TEX261 BAHD1 ERF PTPRE MED26 MAP1B NFASC MACROD2 SIRT1 PPP1R13L VMP1 TOX SP1 SP2 SP3 ANXA11 SEC13 NFIB AACTGAC_MIR223 http://www.gsea-msigdb.org/gsea/msigdb/cards/AACTGAC_MIR223 MEF2C RUBCNL ATP1B1 LMO2 SCN3A IL6ST EFNA1 PDS5B TSPAN7 RPS6KB1 CBFB FIGNL2 ATP2B1 SMARCD1 VNN1 STK39 SPRED1 PTBP2 RNF34 WBP1L FOXO3 CSNK1G1 STIM1 PDE4D HHEX F3 STMN1 PRDM1 SEPTIN6 HSP90B1 RALGPS2 KIF4A DERL1 NLRP3 DUSP10 ALCAM FBXW7 MTPN SLC35F1 OLFM1 FBXO8 PLAGL2 RAB8B SACS LELP1 ATP7A RNF4 WDR62 RBPJ GARRE1 IFNLR1 MINDY2 TMEM64 ANKRD17 ANKRD16 PDPK1 SLC23A2 QKI RHOB RAP2A UBE2A SOX11 HERC4 MMP16 PLEKHH1 CDK2AP1 ZCCHC14 PURB EPB41L3 ACVR2A SLC26A7 SRGAP3 KPNA3 ZBTB10 SGMS2 IGF1R CCDC140 CALML4 PHF20L1 CDK17 INPP5B RASA1 CRIM1 SLC39A1 NAA50 SLC8A1 MAP1B RASSF4 SON PKNOX1 UBTF WDR26 CNEP1R1 SP3 SCAF8 NFIA NFIB RCN2 AAAGACA_MIR511 http://www.gsea-msigdb.org/gsea/msigdb/cards/AAAGACA_MIR511 AGO2 AGO1 FAM117A MSTN CDK14 VKORC1L1 DNAJB12 AQP6 ATP2B2 CLK2 TXNL1 RECK YY1 VANGL2 EFR3A PPARGC1A DCTN4 PRELP C16orf70 TMEM243 MAPK1IP1L HAS2 LRCH4 ST18 GEMIN2 TRAPPC3 AGO4 ADSS2 FIP1L1 ENPP1 HOXA13 ENPP4 MYO19 SORCS3 ALCAM TBXT GAD2 ACE TRAPPC8 AGBL3 PELI1 KLF9 CELF1 PCDH10 ESRRG EMILIN2 PCDH17 CAMK2N1 RPS6KL1 ABCG8 EPHA4 THOC5 SEMA6D RAB2A NTRK2 NACC1 CCNT2 HLF GFAP GLRA2 GJA1 LATS1 CFAP298 DNAJC13 SEMA3F QKI SELENOP KCNMA1 MBD6 ARHGEF17 MBD2 SS18 CCND1 POGK SRGAP3 C1QL2 MTAP REV3L VIRMA CREM ZNF654 FNDC5 ZDHHC21 FNDC1 BCL11A KCNE1 BUB3 NLK ELAVL3 TRIM24 ATRX MRPL21 SOST ANKZF1 PSMD10 RAB22A NHLH2 NEUROD6 TOB1 CALM1 DUSP6 SLC22A17 PRPF4B FOXN3 RBM15B FGF13 RPS6KB1 RGL1 CNOT4 ROBO2 SLC25A26 SATB2 SPTLC2 SOCS2 FMR1 YTHDF2 MAP4K4 PSMA1 SLITRK1 MIB1 SMARCE1 PCARE TIAL1 LUC7L3 ILRUN HLTF RNF19A CAMTA1 PHLPP1 ADAMTSL3 ONECUT2 MDGA2 ANAPC15 DDX3X DDX3Y HCN4 ATL2 CEP350 FN1 VAV3 TAF5 LPP SYT11 SPTBN4 LMCD1 NR4A2 CAPRIN1 DYRK1B RHOT1 CREBRF ZNF319 ZCCHC24 RBM26 RHOJ E2F3 METAP2 CORIN DEDD FOXK2 CLTC TRIM2 PAX8 POU4F2 TMEM196 KLHL24 IGF2BP1 IGF2BP3 NXPH1 ANKRD40CL KHDRBS2 NRXN3 SOX12 MINK1 UBE2H EML4 EDEM3 EYA4 C1orf21 EYA1 KLHL18 BTG1 CCDC178 ZADH2 WNT16 CDH2 PMEPA1 ZNF706 MAP3K2 CDK19 MYCBP TNRC6B PIK3R3 TNRC6A CRIM1 NAA50 TSPOAP1 SINHCAF TMEM248 VMP1 CELF6 SLC6A6 SCN4B DSC1 ADGRF5 ATAAGCT_MIR21 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATAAGCT_MIR21 ASPN HNRNPK AGO2 THRB CBX4 LEMD3 JAG1 ACBD5 WWP1 SFSWAP BTBD3 TGFBI STAG2 MIR137HG PITX2 MATN2 CASKIN1 RECK SATB1 PAN3 ARID1A PPP1R3A BOLL SRSF3 AP1AR UBR3 FBXO11 CCL1 PBRM1 RMND5A SOX2 SOX5 KCNA3 CNTFR SOX6 TIMP3 TAGAP UBE2D3 TRAPPC8 FCHO2 CREBL2 PLAG1 ARGLU1 PELI1 NTF3 SMAD7 TGFBR2 SKI PCDH17 EPHA4 CREBRF MPRIP PLEKHA1 PPARA ELF2 CPEB3 ALX1 FASLG PDCD4 FUBP1 SPRY2 SPRY1 DNAJC16 OSR1 RNF103 PCBP1 PCBP2 RHOB YAP1 YOD1 JPH1 ZCCHC3 TRPM7 MRPL9 GLCCI1 MBNL1 ARHGAP24 KLHL42 PURB KRIT1 MTAP ING3 CCER1 SCML2 ITPRID2 ADGRG2 ZNF367 ZNF654 RNFT1 GID4 ZNF704 CHD7 STK40 RASGRP1 PER2 GATAD2B RAB11A DAZL PPP3CA PCSK6 TNRC6B EHD1 PIK3R1 CRIM1 BAHD1 NAA50 BRD1 UBE4A NF2 XKR6 PSRC1 STAT3 CDC25A RPS6KA3 PHF14 BNC2 RNF111 NFIB TCTGATA_MIR361 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCTGATA_MIR361 FGF7 ADCY2 LINC02873 DPP10 PEX5 INTS6L MXI1 LGR4 IL10 AP1S3 ACTG1 RAD21 SLC1A3 CPOX SND1 PDE4B VEGFA RHOA QKI CALCRL CRY1 GOLGA4 KPNB1 TWIST1 MAGI1 CLCA3P LRP1B MECP2 SDK1 PCDH9 RREB1 MTRR LARP4B DIPK2A ZNF362 PATZ1 CCDC178 LUC7L3 ZFPM2 FGF7P3 ATPAF1 ADD3 FGF7P6 RAD23B STX7 CPSF7 RAD23A DAG1 CTNND2 ZNF655 NHS RRAGB STAU1 RPA1 GPHN DDX3X RAC1 CAMK2D NFAT5 BTF3 MYCBP UBE2K MTMR4 SREK1 SOHLH2 AEBP2 RANBP17 NUP153 ERG PLP1 CREBBP YWHAB AFF2 VEZF1 HSP90AA1 DOCK3 POLR2M DENND1B CELF6 UBR5 SON MEOX2 MED13L ARMC8 SP1 DMRTC2 PRICKLE2 CALM3 MEX3C WNT7A USP42 SCAF8 TACAATC_MIR508 http://www.gsea-msigdb.org/gsea/msigdb/cards/TACAATC_MIR508 HMGN1 AGO2 ZBTB33 EIF3J FGF7 NDST1 MSTN VAPA LMO3 MITF CENPP RHOQ BMI1 NONO BDNF RANBP9 RNF103 PHTF2 LAMTOR3 VNN3 SATB1 ADNP ARHGEF12 HMGA2 SRSF1 GLCE PURB CTDSPL2 GRM8 MAPK1IP1L TFAP2B FCHSD2 FGF7P3 SEPTIN7 ARL4C FGF7P6 PIKFYVE RAD23B ABLIM3 SORCS1 ARPP19 HOXA1 PPP4R3A NUMB HBP1 CLASP1 LHX8 TNPO1 SREK1 PHYHIPL PTPN9 DHDDS SUB1 NLK SMG1 SETD7 NR4A3 UBP1 RAPH1 TAB3 RSBN1 ZBTB44 GRIA2 DNAJB1 CPNE2 HTR2C KLF4 ACTTTAT_MIR1425P http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTTTAT_MIR1425P ALS2 GPATCH8 SLC36A1 ATP1B1 PDS5B VPS54 LUZP2 SYT7 ATP2B1 ADGRL3 CUL2 BRPF3 MED28 BTBD1 WWP1 AL162293.1 UQCRFS1 BHLHE41 STAG1 VANGL1 TANC1 BTBD7 C14orf28 SUN1 ZNF503 UBR1 SGMS1 RIC8B STC1 CMIP ADAMTS1 ADAMTS5 FBXL3 CLCN3 HOXA13 TAFA1 KCNJ3 RPS25 ALCAM CD69 ADGRB3 LHX8 HNRNPH3 CDC37L1 FCHO2 MGAT4B ARGLU1 BMP2 TAOK2 BECN1 KLF10 PAIP1 TGFBR2 KLF11 CELSR1 GAS7 ABCG4 MIER3 NTRK3 RERG ARHGEF40 BTBD10 H3-3A TCF12 DNAJC25 FAM91A1 CCNT2 NRP1 CPEB2 CPEB3 CPEB4 SYNJ1 RTN1 GPR88 MMP24 CNOT11 QKI RAB6B MASTL ZFP36 TUT4 MBD5 TLE4 JPT1 SPEN MBD2 ZCCHC14 MYCN RBBP8 TAF10 RAB11FIP5 ZDHHC17 IL18BP BNIP2 GRM7 RETREG2 REV3L CEP97 TBC1D9 KIT CIC DCHS1 GCH1 ZBTB47 EFCAB14 SORBS1 FAM131B NPAT ETV1 EXOC5 TRIP10 CDK17 BAZ2A CAPN7 SPSB1 MYF5 AFF4 IGF1 ELAVL2 LMX1A ELAVL4 MARCHF6 FZD7 RPS6KA5 PAPOLB RPS6KA4 DUSP2 WDR26 NIBAN2 C2CD2 CNEP1R1 USP46 MAT2B APBB3 PBX3 LRP2 TP53INP1 PRPF4B PLXNA2 AP1G1 STK35 ACKR3 CBX3 FGF13 MBIP ROBO1 PAPPA DNAJC7 SLC25A27 ACIN1 SLC4A4 FNDC3A FNDC3B RC3H1 MIR137HG ACTN4 LRP1B SIX4 AHR CBLN4 TRIM36 EP300 LRP12 SDCBP SETD1A DSTYK NFE2L2 DCUN1D4 HLTF SRI NETO2 CAMTA1 EIF4E3 FXYD3 HDLBP ZFAND3 MCL1 SSH2 SOX5 ABCA1 ST8SIA2 KCNRG SRF CCNG2 MED12L CHSY3 RNF165 C8orf34 UBE2D1 SREBF1 HERPUD1 EPAS1 MYO1D MEA1 PTPN4 SACS SHANK2 TPBG HOXB4 PLEKHA3 DIO2 ULK1 FBXO30 RHOT1 SPCS2 MTLN ATG16L1 ARID4B RHOQ ZFYVE21 TMEM54 FOS MKLN1 PCGF3 TRIM3 OSR1 PCBP1 GOPC RALGAPA1 PCBP2 RHOA MGLL RHOC NRG1 IGF2BP3 UBE2A EGR3 HMGCLL1 FOXJ2 OTX2 ZFX ZNF512B NPAS4 CDK5 PURA EYA4 PPM1G BVES HIPK1 BTG1 BTG3 KLHL14 CPSF6 ZFPM2 UCHL3 JMJD1C OTUD4 SPOCK2 SNX16 RNH1 EGLN3 KITLG UBE3C ARID2 SETD2 CHD9 RGMA DDHD1 TSC22D2 FAM107B FIGN NUDT22 RNF128 NFAT5 CAMK2A SLAIN1 HSPA8 MSH6 COL4A3 CNNM4 UBE4A MFSD14A GRSF1 MED14 SCOC RSF1 SLC22A23 ATXN7L2 SLC17A7 VMP1 SON CUL4A SP2 SLC18A2 EMC4 TRPC4AP CRK RCN2 RETREG1 TTTGCAG_MIR518A2 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTTGCAG_MIR518A2 MSL2 AGO2 FAM117A PLEKHM1 HNRNPR LEMD3 CTNNB1 CUL2 CD47 PICALM CREB3L2 RAB21 STAG2 PTPRF KDM5B SIPA1L2 CATSPER2 NAA30 FBXL5 SURF4 LAMC1 C18orf25 PLPPR4 MMD KCNJ2 MLEC PFN2 CEP57L1 OSGIN2 CDC42EP3 AEBP2 KIF3B OSBPL8 ATP11A GUCY2C MIER3 TCF12 NCOR1 MIR600HG RANBP10 BTBD11 TSHZ3 ZMAT1 C16orf72 NUAK2 CPEB2 CPEB4 SENP7 ACTR3 ANKRD17 AGPAT5 SEH1L SPART QKI RAB6A DOCK10 SRPK2 RAP2C FAM133B SF1 ARRDC3 RBBP7 ZFAND5 PJA2 INHBB AMER2 EPB41L1 ANKRD28 GNB4 CHSY1 GADD45A CTDP1 SGCZ USP6 RBM33 EPB41L4B ZFP36L1 SET SORBS1 BCL2 BCL11A DHX15 RBM25 AMACR LRRN3 ATRN AFF2 XIAP ETF1 DKK2 FAM78B CCL13 WDR26 KCMF1 RAB22A DCAF5 DUSP6 MKRN1 EIF3J STK38 JAG1 ZIC1 PNN PACSIN1 ANK2 CGGBP1 TARDBP SLC25A26 ITCH BRI3 KMT2C SAMD4A PABPN1 SATB2 CA10 MCU PRKAB2 YTHDF3 TACC1 CARF SLTM PCARE SSC4D PTGFRN SEPTIN6 HSPA9 HMGB1 CAMTA1 PBRM1 DSCAML1 NEDD8 TIMP2 NHS MEIS1 CEPT1 MEIS2 RNF11 NDRG1 ADRA2B MEMO1 RAB6C NOVA1 HECTD1 DDX42 TAF4 FOXA1 SETD7 CORO1C R3HDM1 HDAC4 PLEKHA3 NEXMIF LAMP2 NRF1 TOMM70 DYRK1A RHOT1 C15orf54 PHF6 PAX3 CBFA2T2 RAI2 PLEKHB2 IP6K1 PCGF5 POU4F1 YOD1 NCKIPSD IGF2BP1 PLCB1 EGR3 LEF1 MAN1A1 FOXJ3 HMGA2 HMGA1 PURB DAPK1 PPM1F ACVR2A EIF4G3 LARP4 CDK2AP1 MAPRE1 KPNA4 KPNA3 UBAP2 SRSF10 NR3C2 HERC2P9 ARPP19 IVNS1ABP PMEPA1 CHD9 GID4 MAP3K3 MMGT1 RASGRP4 SLC39A9 PPP1R12A MYOG CNN1 NEDD4L AGFG1 CNNM2 TSPAN14 TAPT1 MED13L GDF11 DSC3 SP8 AACATTC_MIR4093P http://www.gsea-msigdb.org/gsea/msigdb/cards/AACATTC_MIR4093P HNRNPK HMGN1 CDK14 MSTN GNPDA2 AP1G1 ZNF580 EDN1 RPS6KB1 GDAP1L1 CITED2 TBC1D15 BDNF ELOVL4 HNRNPU PDE4B RNF38 CCDC141 OGT PUM2 BPNT1 TWIST1 SMIM14 PTPRF CSNK1G1 UBE2J1 BASP1 RIC8B SRSF3 CTNNA2 ZNF236 JUN LYST VAMP4 NOL4L AMFR HS3ST3B1 HSP90B1 SOGA1 FRAS1 PBRM1 MTX3 HACD3 AKAP12 MMD SOX6 LIN28B CHMP2B NIPBL OSGIN2 NDRG3 TFEC ZNF800 SRSF11 CACUL1 GPD2 EHMT1 UST TGFBR1 MET WDR6 ACACA NR4A2 LIN7C SMYD4 INTS2 FOXP1 EIF4B HDAC4 NEXMIF SEMA6D EAF1 TMEM204 SLF2 GRK6 TGFBR3 HIVEP2 FBXO33 MYLK KCTD12 PHF6 SCHIP1 CIAO2A BACH2 ALX1 GJA1 PAX3 GPR88 FBXL19 SEC62 DIP2C RSPO3 ZNF146 ZNF280D QKI RHOF IP6K2 KCNMA1 BRF2 ARHGEF18 PCDH9 FOSB EDEM3 ATP6V1C2 EYA4 POGK SEMA4F ARCN1 KHSRP ZBTB6 CLOCK MATR3 ALPL KCNIP3 MAL2 SLC39A10 YPEL2 BET1 CTNND1 FICD IVNS1ABP TPM3 CALML4 PPP2CA USP33 CDK17 CSNK1A1 PDCD10 MAP1A SETBP1 IGF1 CREB5 RSF1 ISL1 ANXA4 MON2 FZD7 ANXA2 TOX MEOX2 SH3BGRL3 LRP2 MEX3C ACAACCT_MIR453 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACAACCT_MIR453 CNPY3 AGO1 AMMECR1L KDM6A GLRA2 CREBZF RPS6KB1 ARPP19 ITSN1 SCARF1 GLS2 TAL1 FBXW7 HOXA4 DDX11 BCL11B CCDC183 CDK13 CDK10 MYC NIPAL2 MLLT3 MAFG NUDT17 RAP2C SNX27 ARID5A ZFX BTBD7 MBD5 LAS1L PCDH8 SMIM21 NR4A3 VASP PKNOX2 NCOA1 IFIT1 MANEAL BNC1 NHLH2 CARNMT1 HSPD1 GTGCCAA_MIR96 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGCCAA_MIR96 PDLIM7 ADGRA2 ADCY6 SLC9A2 LUZP1 SLC35A1 HOOK3 BRPF3 INSIG2 PLOD2 PRRT3 BTBD3 FOXF2 CREB3L2 RAB23 RAPGEF4 OGT BSDC1 DDAH1 GRID1 INA BCR CEP170B MAGI1 ZHX1 MECP2 ZHX2 SCYL3 RIC8B FARP1 TMEM198 LRCH2 ABAT SLC10A7 AIFM3 LAMC1 EXT1 CDK5R2 PLPPR4 RALGPS1 RHPN2 FOXO1 CACNB1 SH3PXD2B CACNB4 CSRNP1 NABP1 SYPL2 DENND2C RIMS4 COA4 PLAGL1 ACE KRAS CEP170 ADGRB3 KMT2A MAP2K1 MAP2K3 TGFBR1 CELF2 ZBTB41 CELSR2 CELSR1 DLAT OXSR1 SEPTIN11 EPHA3 SEMA6A ZFHX4 RGS2 JAZF1 NACC1 MAB21L2 KLF3 TLL1 CDC42BPB BACH2 UBE2G1 CPEB4 MITF ARSJ AP3S1 TMBIM6 RNF183 SEC62 CHST10 SLC25A1 SLC22A5 DHCR24 TBX15 TUT4 PGAP1 EZR FLOT2 SPEN ARHGEF12 CD164 GRM1 ZFAND5 ANKRD27 MTMR12 EPB41L3 BRWD1 ZDHHC17 MYRIP SH3KBP1 SORT1 FOXO4 SLC39A10 CSF1 ABCD1 GPM6B AZIN1 EPB41L4B POLR2D EDEM1 ZFP36L1 MTMR3 GPM6A FBXW11 XKR4 DLGAP2 NLGN2 TBX1 RICTOR XIAP ITPR2 SLC16A7 FYN RAB35 PTP4A1 PLSCR3 LDLRAD4 NHLH2 HBEGF MORF4L1 MTSS1 EIF5 MORF4L2 STK35 SLC7A8 RPS6KB2 SLC25A42 CBX6 ZIC2 KLHL7 TRIM46 ERC2 ST3GAL3 EIF4EBP2 CYRIB STARD7 SLC25A25 PAPPA CTDSP1 TSKU CYGB MTOR ATG9A IRS1 TBC1D22B GRHL2 TACC1 TNS3 VAMP8 SSC4D RNF139 AKAP1 CAMTA1 SLC38A4 COBL CAV1 DERL2 CPSF7 REV1 VAT1L SOX5 LRIG1 ABCA2 SOX6 ABCA1 TTYH3 FOXQ1 TMX1 NIPBL DOCK1 HOXA5 PPP4R3A OVOL1 NOVA1 PTPN9 RAB8B BRINP2 RYK NTN4 NR4A3 USF3 WIPI2 CACNA2D2 JPT2 LAMP2 NEXMIF RNF152 EBF3 SLF2 PRKAR1A KCTD16 YIPF4 CACNA1C ATG16L1 HDAC9 ST7 FAF2 E2F5 FOXK2 PRRX1 DPY19L3 SDC2 PCGF5 SLC1A2 RAP1GAP2 GPC3 PLCB4 SHC1 MSN PAK1 TM9SF4 IGF2BP1 CASP2 KLK15 KPNB1 SLC1A1 ZCCHC3 PTGER3 ARID5B LDB1 LDB2 PLPBP GAN NRXN1 PRKCE ALK ARHGAP24 VAT1 CHST1 LCOR PPM1F ACVR2A MFN1 CRKL JMJD1C LCP1 SPAST BICRAL GALNT2 CNN3 CABP1 NANOS1 SNX16 PPP1R12C PPP3R1 CTNND1 TRIB3 TAC1 ARPP19 GPRC5B TPM1 PMEPA1 COL9A1 ZNF704 TSC22D3 GID4 MAP3K3 HSPA2 FAM81A NPTX2 UCK2 PHF20L1 INPP5A SLC39A1 B4GALNT1 NAA50 CNNM3 ZFC3H1 CEP192 COL13A1 TMEM163 SLC12A5 RUFY1 FRMPD4 OR51E2 SLC10A3 ATXN1 SH3BP5 CELF6 PPP1R9B SLC6A9 ERLIN1 SLC18A3 SP7 EVI5L TBL1X GGA2 TCATCTC_MIR143 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCATCTC_MIR143 SEPTIN4 SEPTIN3 FAM117A VAPB LMO4 SYT3 SIDT1 CBFB SMNDC1 CNOT4 MAP3K7 SMARCD2 UNC5A TARDBP ARL15 PHTF2 NUP35 SCAMP4 FNDC3B SCAMP1 MYO6 STRN3 PNCK PSD3 GID8 BSN SIX4 GRHL2 BICD1 CLTRN GNS NAA30 LRP12 AKAP6 CSNK1G3 MAPK7 ADD3 ASB6 SLC38A2 CRELD1 ERBB3 MIPOL1 RMND5A SSH2 AKAP13 ENSA RSRC2 RAB7A KRAS SH3PXD2A RNF165 HOXA5 TRAPPC8 HOXA7 ZDHHC9 GIGYF2 SRSF11 DNMT3A GABARAPL1 ABCB9 TAOK2 PTPN4 ESRRG BRCA1 MOGS UBE2E3 NEXMIF RNF6 ZBTB44 ITGA6 LASP1 ST8SIA4 NTRK2 AHCYL1 MAB21L1 PHF6 CADM2 HABP2 SOBP PC NEURL1 NUAK2 ATP10A CREBZF AMMECR1 GLI3 REEP3 LARP1 DIP2B QKI NECAP1 FGF1 AGPAT1 ZFP82 SIGMAR1 RALBP1 HMBS ESYT3 PRKCE ATP6V1A PPM1E LARP4 HIPK1 PPEF2 PTBP3 KCNH8 PSME4 OTUD4 GALNT7 CTNND1 EGLN1 KLC2 ITM2B NETO1 TPM3 PRPF19 TUBGCP6 TSC22D3 FAM221B DTNB MSI2 ETV6 TMEM121 PHF20L1 ZNF607 ELMOD1 DTNA MLLT3 MAF CNNM3 RBM24 BRD2 BOLA2 MCF2 AKIP1 MAP1B CREB5 COL5A2 ITPR1 MARCHF3 SLC16A2 CNTD1 BCORL1 GFPT2 MEX3C HTR2C SCAF8 IGFBP5 GAGCTGG_MIR337 http://www.gsea-msigdb.org/gsea/msigdb/cards/GAGCTGG_MIR337 THRA SKIDA1 CCDC88B CD44 SMARCD2 PACSIN2 MAP3K9 SLC25A22 RARA FAM53C KMT2A DSCAM ADGRL1 TWIST1 H1-0 LRRC4 MCRS1 LBX1 SH2B3 KCND1 RREB1 EFNB1 PSD3 KRT40 SRSF1 JUNB TRIM35 C16orf70 UHRF2 NAV1 RUSF1 PDGFRB RAB15 SEPTIN6 VAMP1 INTS11 RNF19A MRPS16 ABCA9 ZFAND3 MDGA2 ITGA11 STIP1 BCL2L1 CAMKV C16orf86 GLYR1 SBK1 RNF165 PPP1R3F OVOL1 ARAP3 SND1-IT1 PLAGL2 CACUL1 IQSEC2 GIT1 GPD1 TBC1D2B B4GALT3 MSTO1 KLF12 S100A8 KLF13 KLF11 SMG1 NSD2 TEAD3 EHMT2 PARD3B SEMA6A EI24 B3GAT3 PHF2 VCP EMC3 HOXB5 IER5L GRK6 PARP6 DNAJB2 CHRD RANBP10 DNAJB5 ABCF1 DLEC1 OPCML DPH2 AP1S3 SPRY3 USP19 BNIPL FOS ACOT7 AMDHD2 SLC1A2 CCDC120 SEC24C FOSL1 JPH1 FBXL17 TOMM34 SSBP3 POGZ LIMK2 FAM133B GPRASP2 MBD6 HERC4 GLCCI1 LRRC75A TOR2A MFN1 BTG2 CEMIP TMEM191A TYSND1 COMMD3 SORT1 KCNH8 GRAMD1A PARVA ROM1 UBAP1 UBR7 YPEL1 ZMYND11 USP6 CAMK2G TMUB2 IFFO1 TSPYL5 ZBTB47 ALDH1A2 ATXN2L MAP3K3 NR1D1 RASGRP4 FAM131B XBP1 PGAP2 BCAP29 ZNF609 RNF121 CHD4 ACSL5 TXNL4B BRD2 MAT2A SNX27 SLC12A5 ZNF827 NFASC DGKI RGS16 C22orf46 PPP1R9B RNF44 PHF13 BNC2 NSD3 DGKZ SP7 AGTCTAG_MIR151 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGTCTAG_MIR151 CAMTA1 KLF12 RAN PDS5B RHPN2 HPCAL4 NELL1 RBM5 CACNB4 VDAC3 RREB1 ERGIC2 SEPTIN11 PAPOLB RDH10 DDX3X LSMEM2 SULF1 RNF115 RTL9 BRINP3 CRK INPP5A TWIST1 AGTCTTA_MIR499 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGTCTTA_MIR499 RAB5C SPTSSB WTAP PDCD4 RNF220 SDC2 ARHGAP12 TOP1 DGCR8 ZNF518B REEP1 H2AZ1 QKI PTBP2 CHRFAM7A MYB VCPIP1 ADAM10 SOX11 MECP2 UBE2NL EDAR ZNF711 RIC8B KLHL42 UBN1 EML4 MAPK6 PTBP3 LRCH2 NAV2 CFL2 FOXN2 TESK2 VGLL2 NOL4L KPNA3 AZIN2 AGO4 FOXO4 IRF2BPL ENPP2 ZBTB10 SOX5 MYEF2 UBE2V1 UBE2V2 SOX6 ZNF655 LIN28B ARID2 HIC2 ZEB2 FAM131B PPP3CA TRAM1 NOVA1 PLAG1 ARGLU1 AEBP2 HNRNPC CELF2 DDX1 ESRRG RYBP PEDS1-UBE2V1 TMED9 KIF3C SINHCAF RALYL RSBN1 RNF44 MPPED2 MARCKS SEC11A RCN2 UBE2E1 CCCAGAG_MIR326 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCCAGAG_MIR326 SNCB PLXNA2 ITSN1 CDH22 ATP2B2 ST3GAL3 BRPF3 PAPPA ZMIZ1 BTBD3 FAM53C BSDC1 OGT FNDC3A SAMD4B AUP1 SLC4A5 MIEF2 RARG RTL6 NCALD CNBP UBE2J2 NAV3 PKIA CRHR1 ADAMTS6 TMEM127 GABBR2 CSNK1G3 ANKFY1 INAVA ERG28 PALM RALGPS2 SLC38A3 TFAP4 PTCH1 DRD3 CAGE1 DRD2 SSH2 PTK7 DAG1 COPS7A ELK1 BCL2L1 ST8SIA2 NHS EPHB3 DIDO1 PXN RIMS4 OTP CORO2B GGT7 DUSP15 PPP1R3F CEP85 TCF4 PABPC1L2A RUNX3 PTGDS ESRRA SMAD6 CELF2 ACACA SPRYD3 DBNDD2 OXSR1 EHMT2 RFLNB SEMA6D EPHA8 RHOT1 KCTD15 CACNA1E SYNGAP1 MIR600HG TLN1 METAP1 NRP1 C9orf24 UBXN10 CYP1B1-AS1 CTCF KCNIP2 MMP24 YBX2 WHRN SRPRA PAX8 RALGAPA1 RASL10B ATP8B2 NCKIPSD METTL15 IGF2BP1 AGPAT4 TBL1XR1 RAP2A PURG RPGR ACRBP LIMK1 FBXL20 EGR4 SOX12 PIP4K2C CDK2AP1 EYA3 EML2 UBE2O PPM1E H6PD KLHL14 KIAA0513 FAIM2 SLC27A4 EPN2 AHCYL2 LRRC32 PPP4R1 ADGRG2 EGLN2 SPOCK1 CIC SEC63 SCARF1 SUGP1 ARPP21 BCL11B LRRTM1 PPP3CB ZNF609 CRIM1 VPS39 ZBTB7B CEBPA GNAO1 SLC8A2 CEP192 DLGAP2 NLK PHLPP2 TSPAN14 FDX2 ATXN1 PPP1R9B GPI RPS6KA3 RPS6KA1 RASSF1 HNRNPA2B1 HTR2C VLDLR GCTGAGT_MIR5125P http://www.gsea-msigdb.org/gsea/msigdb/cards/GCTGAGT_MIR5125P GNAZ ZNF536 SOX21 PLEKHM1 PTMA CTNNB1 ANAPC1P2 RANBP9 CYP4F22 VNN3 SRPK2 TBL1XR1 NUDT18 RARG TAZ EMX2 ERP29 MBD6 FNBP1L CHRM1 USP20 STC1 DSTYK RAB10 RAB3B RALGPS1 COPZ1 NFIX KCNA6 CHD9 THTPA ZDHHC9 PRIMA1 BAZ2A FBXW11 PIK3R1 PDSS2 DLGAP2 MAP1A XKR6 SLC10A3 SINHCAF TAB3 DDX6 ATRX NEXMIF UBR5 JADE2 RHOT1 GRK6 CRK PHF6 ACCATTT_MIR522 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACCATTT_MIR522 HNRNPK MSL2 BPNT2 ATP1B1 AQP9 VAPA AMMECR1L LMO3 SYNCRIP FAM114A1 CSPG5 PRKG1 TTN HNRNPM SLC7A6 TOP1 GAB2 BHLHE22 CUL1 STAG1 CASKIN1 NMNAT2 ENC1 FMR1 LRP1B MECP2 UBE2J1 WNK3 TCFL5 LRCH2 JUN ZNF384 NFE2L2 PTGFRN CPD AKAP1 CDV3 RTKN2 DAG1 MYEF2 CNTFR TAFA1 RPGRIP1L SUCO NHS SOX9 KRAS EWSR1 PLAG1 PHYHIPL EHMT1 MAFB CELF2 PPP4R3B DOCK7 NR4A3 UBE2L3 RBMX EIF4H FOXP1 PTPN11 CAPRIN1 PLK2 UBA2 HOXB5 RNF2 SALL1 DYRK1A SPTBN1 RBMXL1 GARRE1 PTPN1 DNAJC25 MYH10 KIF23 ZNF532 KDM2B EIF2A CDS2 ACAP2 ARHGAP5 HMGXB4 RTF1 GOLGA1 C2CD6 KPNB1 NFKBIZ CTBP1 MAN1A2 ZC3H7A TRPM7 ARID5B PRPF39 MBNL1 ARHGAP29 UBE2NL TOPORS UBE2N KRTAP3-1 JOSD1 PANK2 PPM1E CCND2 NAB1 TGDS CMPK1 ING3 YWHAZ MTDH APH1A TBC1D8 TMEM168 UBE3A AKAP9 GPM6B CBLL1 IVNS1ABP ARID2 MYCBP2 BRD8 ZFP36L2 SLC39A9 ZC3H12B CSDE1 NPAT ETV1 ARMCX2 HBP1 TNRC6B TNPO2 CRIM1 TLX1 UBTD2 RBM22 NAA50 FLRT3 CSNK1A1 CEBPA ANO1 WDTC1 ZRANB2 GNAO1 CSNK1A1L KATNBL1 ELAVL1 TMEM266 FZD2 UBE2Q2 CAPN3 RSBN1 CEMIP2 SH3BP5 FEM1C ATRX MEF2D WDR26 SP4 YWHAQ ZC3H11A TSSK1B EVI5L PERP AGCTCCT_MIR28 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGCTCCT_MIR28 HNRNPK MSL2 MTSS1 FOXN3 TLN2 MORF4L2 BCAM LUZP1 TNFSF12 KDM5C LRRC14 SPRY3 MAX NDE1 LBH SRSF5 CLK3 HTRA2 UNC5A SEH1L QKI RCVRN KAT6A ADGRL1 TXNL1 SH3D21 CSNK1G1 PTPRF ARID1A RREB1 AMIGO1 DDX39A SDC1 NAA60 BIVM VAMP2 ACHE USP9X CSF1 IKZF4 YPEL3 SSH2 NNAT CABP7 CDC42SE1 CNTFR SRF METTL17 EPHB1 ZNF512 AMPH DPF1 LIF HOXA1 N4BP1 GPM6A MAP3K3 RNF165 ZC3H12B NDRG2 CRIM1 IQSEC2 CCDC71L CAPN6 SETDB1 SSRP1 CYTH2 MAT2A SP140L ZNF569 SMAD3 TMEM200B EN2 NR4A3 ATXN1 CAPRIN1 MEF2D NRAS SARM1 DMRTC2 OTUB1 MOSMO TRPS1 DYRK1A LSM12 WIPF2 RAP1B GARRE1 PDZD4 RHO TRIT1 AGCGCAG_MIR191 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGCGCAG_MIR191 HMGB1 EGR3 SNRNP70 MAGI1 CCM2L SPEN ETF1 CCDC88B DIO3 OGT UBAP2 CHRD RC3H1 ACTGCCT_MIR34B http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTGCCT_MIR34B ADCY2 ATP1B3 PPP2R5A GEMIN8 ITSN1 MIDEAS SFSWAP COL12A1 ADGRL1 GRID1 MRPL52 MAGI1 ANKS1B PTPRG MECP2 NAV3 RIC8B ERGIC1 GLCE PCF11 MAPK1 UHRF2 NAV1 PPP6R2 MAPK4 RAB14 PDGFRA ZZZ3 STC1 ST18 PIAS1 RAB10 RALGPS2 TMCC3 OCRL DAAM1 ALCAM ZMPSTE24 FAM126B ARHGEF10L ESRRA KLF12 TAOK1 CELF2 ACACA CELSR3 ATP11C NOTCH1 DCAF7 RNF4 ETS1 JAZF1 DHX40 TCF12 RANBP10 ELF2 AP1B1 CPEB3 AP2S1 WASF1 MITF DIP2C ZNF148 ANKRD12 DMAC2L BRD4 MYB ARL5B MYC ZNF282 FLOT2 VEZT ARRDC3 GRM1 SENP3 MYRIP MOSPD1 YWHAZ RAB3C MTDH NSUN5P2 FHL2 NUFIP2 NETO1 MYCBP2 ACSL1 ATXN2L PLEKHG5 ACTL6A BCL9L ELMOD1 MLLT3 CAPN6 SHISA6 RBM24 MAT2A XKR6 ELAVL1 PPP1R10 MARCHF6 MARCHF5 PAPOLA RPS6KA4 SDHC JADE2 LRP6 NEUROD1 ABCC1 PAPOLG HTR2C FOXN3 THRB LMAN2L ZNF580 ARNT2 IQGAP2 RPS6KB1 JAG1 CNOT6 CNOT4 HOXC8 CYRIB ANK2 VEGFA RALA STK39 TENM1 RBM12 EDARADD SHISA7 STIM1 DLL1 ARID1B YTHDF1 PPP1CC ZNF3 TESK1 VAMP3 VAMP2 AKAP1 FAM171A1 PIEZO2 SOGA1 ADORA2A PTK7 SOX4 SUCO ANGPTL7 PRR3 TFDP2 BEST1 STRBP PHACTR1 B4GALT2 ZMYM3 MET MOB1B NR4A2 SETD7 CACNA2D2 FOXP1 HOXB8 CERS2 SPTBN2 KCTD16 PLEKHA1 MTCL1 CELF3 NDST1 ARID4B HPS1 SYNGR1 ZNF207 TRIM2 RAP1GAP2 ACTR1A ARHGAP1 FAM219A CNTNAP1 POU4F1 PAK1 NRG1 FOXJ2 RIMBP2 CDK6 MORN4 PURB MAN2A2 MIER2 BTG2 FRMD4A AMER1 CALCR AHCYL2 CTNND2 JAKMIP1 NFIX RDX ARID2 NPTX1 ARPP21 AP3M1 TSPAN32 NFAT5 MSI1 TMEM87A NAA50 INSM1 ICA1 BOLA2 MAP1A CREB1 TOX MED13 IRF6 SPEG ERLIN1 HMBOX1 EVI5L SNTA1 GTTAAAG_MIR302B http://www.gsea-msigdb.org/gsea/msigdb/cards/GTTAAAG_MIR302B SLC9A6 NRP1 CPEB2 AP1G1 ARID4B SYNJ1 PRRX1 MOB3B VSTM2A EPC2 AP1S1 WNT3 ANK2 GGNBP2 DDA1 ROBO2 RANBP2 STAG2 R3HCC1L KCNMA1 KHDRBS1 NRXN3 FMR1 CNBP SIPA1L2 PCDH9 ARNTL LPIN1 PURB SRSF2 ATP2C1 SLC26A9 RAB14 PDGFRA DOLPP1 KPNA3 SPAST ACVR1 ING3 TM4SF19 GRB2 TIPARP CTNND2 LCLAT1 MINDY3 ST8SIA2 MLEC DAZAP1 ALCAM HOXA5 TCTEX1D1 BCL6 POU3F2 TRAF7 FAM168B GAD1 C5orf24 FAM210A TMEM45A PLAGL2 PDK2 NLK ASXL1 AFF4 SMAD3 ATXN1 PAXIP1 PKP1 LRRN1 GACAATC_MIR219 http://www.gsea-msigdb.org/gsea/msigdb/cards/GACAATC_MIR219 THRB SYT5 SKIDA1 CBX2 RORB ITSN1 CD2AP INSIG1 DNAJC6 TMEM98 ELOVL7 DDAH1 RECK GTPBP1 BTBD7 PDE4D UBR1 PTPRU ERGIC1 PPARGC1A TACC1 ZBTB18 PDGFRA FAM120C HAS3 NEK6 ADD2 DCBLD2 CGNL1 MFNG ELK1 AKAP13 CXXC5 SOX6 OCRL KCNJ2 AFAP1L2 NR2C2 DAZAP1 MCF2L2 TBXT TTBK1 KBTBD8 SLC30A4 TRAF7 ZNF800 FBXO3 SLC31A1 CACUL1 UBASH3B PHACTR2 LAPTM4A KLF9 LPP PODXL CELF2 TGFBR2 ARID3B PCDH17 HOMER2 FURIN EPHA4 RNF6 DCP2 RTL9 SYNGAP1 ZCCHC24 FAM91A1 CPEB2 CPEB3 PIP5K1C CBFA2T3 FAM160A2 SLK MAPT S100PBP SHC1 MRTFA PPP1R14B AGPAT3 CCDC28A FBXL17 ZDHHC2 FMNL2 PURG EGR3 LIMK2 LPGAT1 GSE1 OTX2 SDK1 ESR1 FOXJ3 CDK2AP1 CD164 NRIP1 LCOR LARP4B UBE2N NCOA1 EYA1 EYA2 KIF1B SEMA4G MTAP KCNH8 BICRAL ING3 UBE2Z UBE3A SLC39A10 CAMK2G MKNK2 INPP5J CHD7 TSC22D2 SNRK ZC3H12B ABHD13 ZNF609 CC2D1A SCN5A ETV5 ELMOD2 PI4K2A RBM24 ERG TRHDE CSRNP3 ZNF827 AFF4 NTNG1 PDZRN4 ATG14 ISL1 FZD4 GBA2 MEF2D PHF19 PKNOX1 APPL2 SP4 SH3D19 CGCAAAA_MIR450 http://www.gsea-msigdb.org/gsea/msigdb/cards/CGCAAAA_MIR450 MEIS2 CEP83 NRXN2 CREB1 SOX2 DUSP10 ZNF385A AMD1 DSCAM AACTGGA_MIR145 http://www.gsea-msigdb.org/gsea/msigdb/cards/AACTGGA_MIR145 SCN3A EFNA3 PAN2 UXS1 AMOTL2 CITED2 ACTG1 ACBD3 CD47 P4HTM GOLGA8EP GOLGA8B FLI1 DNAJB11 BBOF1 GOLGA8G H2AX VPS13B ABHD17B ASAP2 GOLGA8A TBPL1 BCR RREB1 CLCA3P BSN NDUFAF7 LHFPL2 TMEM178A RAB14 MRPL48 ADD3 MTX3 CHKB FOXO1 DAG1 AKAP12 TAGLN2 PXN SPATS2 ZDHHC9 CDC37L1 SPOP PLAGL2 KLF5 ABR TGFBR2 CELF2 ACACA FAXC SMAD3 SEMA6A DLX6 RGS3 SEC31B RGS7 STEAP4 BACH2 CACHD1 NUAK1 CPEB4 KDM2B NAP1L1 AP3S1 CARMIL1 CDR2L ACTR3 RBM4B TNFRSF11B FXN FAM135A ZFYVE9 QKI SEMA3A JPH1 ANGPT2 HERC6 HERC4 LENG8 FLNB ELMO1 INHBB SENP2 CTNNBIP1 ANKRD28 TENT2 EIF4A2 EPB41L5 SRGAP3 RIN2 ADAM19 C1QL4 SRGAP1 REV3L SRGAP2 MYO5A ZBTB10 RTKN INO80 NUFIP2 PLCL2 GPHN ZC2HC1C PPP3CA ACSL4 KIF21A BAZ2A RASA1 RASA2 SPSB4 AFF2 ZFP2 PTGFR RAPH1 FZD7 RASSF5 PTP4A2 SELENOI USP46 PHLDB2 DUSP6 PHRF1 AP1G1 TIRAP VASN SEL1L3 FSIP2 CBFB MINDY4 EIF4EBP2 SLC25A25 MDFIC FBXO28 UBA6 LOX SLC4A4 FNDC3A FNDC3B NET1 RNF31 SCAMP3 NUDT4 CLINT1 PSD3 YTHDF2 IRS1 MAP4K4 PLCE1 SLITRK4 RBPMS BEND4 LNPK AKIRIN1 NFE2L1 SLITRK6 XRN1 GOLGA8F SSH2 CSMD3 NEDD9 SKP1 ARPC5 ABCA1 SOX9 MRGBP MYRF BLOC1S2 GGT7 ZNF423 GABARAPL2 CSTF3 CCDC25 SLC6A15 EIF4B CAPRIN1 BAAT MPZL2 DYRK1A GARRE1 PRRC2C PDCD4 ACVR1B PAK5 TRIM2 SLC1A2 RSPO1 NBEAL1 TM9SF4 SOX11 MPP5 CCNL1 CDK6 ARHGAP24 LMBRD2 ARHGAP26 SACM1L LARP4B EYA3 ACVR2A HOXC11 KIF1B ZFYVE26 SBF2 CFL2 CAMK1D ABLIM2 YTHDC1 UBE2Z ADPGK CABP1 FKBP3 GLIS1 CTNND1 AKAP9 IVNS1ABP BRD8 SETD2 HIC2 MAP3K3 NEDD4L YES1 NSUN4 MAF ACTB NAA50 ERG SNX27 BOLA2 AKIP1 KATNBL1 DPYSL2 DACH1 ATXN2 ERLIN1 ZC3H11A AAGCACT_MIR520F http://www.gsea-msigdb.org/gsea/msigdb/cards/AAGCACT_MIR520F MEF2C UBFD1 IL6ST ZFP91 ATP2B2 APP CDCA7 PICALM GAB2 NT5C3A MACROH2A1 RARB PAN3 EMX2 VANGL2 MECP2 ITFG1 RIC8B PRDM8 KIAA1522 BAZ1A PRDM4 MNT NEK9 VGLL3 ZNF385A UBR3 KMT5B CRTC2 RALGPS2 PPP2R3A OCRL UHMK1 ADCYAP1 KBTBD8 LETMD1 LHX6 OLFM3 IQSEC2 UNC45A PLAG1 AEBP2 KIF3B KMT2A ABR OSBPL8 CELF2 ZBTB41 AGFG2 CAMK2N1 FAM13C RNF6 ARF1 RABEP1 JAZF1 HSPA14 DCAF6 ZNFX1 TSHZ3 BACH2 LCOR TLCD3A MMP24 EDNRB WDR37 DNAJC13 SLC24A3 XYLT1 DPP4 KCNMA1 ARHGEF17 JPT1 ARHGEF9 ZBTB26 CCND1 ZDHHC17 SENP1 CCND2 MAP3K14 RAPGEFL1 TMCO2 RABGAP1 ZBTB11 TMUB2 ZNF654 TENT5C ZBTB47 SUGP1 PGBD5 MTMR3 RB1CC1 RAB11A GATAD2B CC2D1A FBXW11 RICTOR RPS6KA5 PAPOLA WDR26 RBFOX1 RASSF2 JADE2 RAB22A TMTC1 ZNF462 PBX3 USP42 VLDLR MKRN1 SIK1 SEPTIN2 PLXNA1 PRC1 LMO3 LYPD6 CNOT6 RGL1 INTS6 KMT2E TARDBP SPRED1 PRKACB TUBG1 SAR1B FNDC3A ZNF180 SS18L1 MTUS1 RC3H1 SPTLC1 SIMC1 RBL1 GRHL2 YTHDF3 SLITRK3 DLL4 VAMP3 CPD TNFAIP1 ZNF436 FRAS1 WNT5A DERL2 SLC38A2 TFAP4 TET1 ABCA1 CXXC5 NR2C2 MYRF MED12L RASAL2 MICALL1 HACD2 MTCH2 DDX3X MAP11 PPP4R3A ZNF800 ATF6B FGD5 ASF1B ASF1A NOVA1 CEP350 DNAJA2 EPAS1 RFX4 NTN4 ATAD2 AK2 NR4A3 ITGA9 CDKN1B CERS3 HIVEP3 CREBRF C19orf48 RAP1A LDOC1 ARID4A OPCML ARID4B SNX21 ZKSCAN1 VASH2 PAK5 PCGF5 YOD1 IGF2BP1 KPNB1 ANO6 TBL1XR1 ESR1 MINK1 MBNL2 UBE2B PURB LEFTY1 SYNC PANK2 KLHL18 ZFYVE26 CFL2 ZFPM2 NAPEPLD YTHDC1 PWWP3B TIPARP RDX CDH2 CDH4 RGMA DDHD1 UBXN1 FIGN AP3M1 TEX30 CYP26B1 CDK19 TMEM87A TNRC6B COL4A3 FLT1 CREB5 UBE2Q2 SLC22A23 VSX1 RALGDS CDC25B ATXN7L2 TOX LMBR1L SLC6A9 SP1 IRF2 MEX3C NFIB AGGAGTG_MIR483 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGGAGTG_MIR483 GDF3 XPO1 PLXNA1 CPEB3 RBM3 CNOT7 SRSF5 USP32P2 SFSWAP QKI OGT KPNB1 SATB1 ZDHHC5 MTA2 UBE2J2 SRSF1 MXD4 RIOK3 NEK9 VAMP2 RAB10 WDR44 ZNF382 USP6 MED1 CAMK2G FHL1 DAG1 AMBRA1 SETD2 HIC2 ACE RB1CC1 ODF2 PHF20L1 MLLT6 FAM126B PHACTR3 IL1RL1 IGF1 NEUROG1 SYNPO2 NSD2 VEZF1 CAMK2N2 DOCK3 NTRK3 R3HDM1 PKNOX2 H3-5 SON RCAN2 ZNF212 RNF4 SLC6A8 RBAK MAP2 USP46 HIVEP2 H3-3B UTP14A DDX54 PDCD7 TMOD1 DNAL4 GTGTCAA_MIR514 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGTCAA_MIR514 ZNF536 ENAH FAM117A SCN3A TSPAN9 UBQLN2 ZIC1 PTEN CCNE2 ERC2 ANAPC1P2 RNF19B TRIM2 ARFGAP2 PPP2R1A AR ZNF282 NRXN3 PTPRG PIK3C2B NCOA7 NAV3 ARHGEF9 ARRDC3 VAT1 PPM1F BRWD1 GRM8 IGBP1 AGAP1 CARM1 PCCA C7 RAB3A FOXO4 PPIL1 PPP3R1 COL2A1 ST8SIA2 NR3C1 RBX1 OAZ2 TAL1 USO1 EXOC5 DHX57 CPNE8 EIF4ENIF1 KMT2A TAOK2 KLF13 MYO1B SYT11 ZBTB41 AFF4 BAALC FZD4 C2CD5 SVIL PRICKLE2 TCF12 GCAAGGA_MIR502 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCAAGGA_MIR502 ZMAT1 MPZL1 GABRB2 RILPL1 PHF23 RAB1B MXI1 NFXL1 KLHL3 ZFP91 PDPK1 DDX11 IDO2 FBXO24 OGT CASP2 AKT3 RNF31 FAM110A ESCO1 PAN3 RIMBP2 LEF1 ESYT3 FAM160B2 CDK2AP1 YTHDF3 DAPK1 EIF4G2 ZNF236 PANK2 GNB1 HOXD3 ARCN1 EIF2S2 SRGAP3 FOXN2 SGCD TESK2 GADD45A AKAP3 ING4 EXOC3L1 GLIS2 KITLG SFXN2 GPN1 RIMS4 SORBS2 BCL11A PABPC3 PABPC1 DTNA SGIP1 PLP1 MAP1A MAP2K4 SPTY2D1 MACROD2 DONSON MID1 DOCK3 MIER3 DOT1L TMEM115 EPHA4 RAB30 CDKN1B EAF1 DIO2 TOB1 AGGTGCA_MIR500 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGGTGCA_MIR500 GABRB3 PDS5B CCDC106 SYT8 RNF38 SLC25A26 OGT RAB21 FNDC3B RBMS1 PHOX2B SOCS2 CA10 ZNF711 DCTN4 FAM155B TIMM8A CCDC6 ZNF236 LIN54 CAMK4 HNRNPA0 RAB14 PPP2R5E MYNN DRD1 PLPPR4 ADAMTSL3 CACNB1 SORCS1 KBTBD2 NHP2 FBXW7 UBE2D3 DDX3X DDX3Y THAP11 SHPRH KLF9 YIPF6 WAPL ESRRG CELSR3 FOXG1 NRF1 HSPA14 CHRD BTBD11 PDZD2 TSHZ3 HLF E2F3 NBEA RAI2 LRRC14 KCNK10 ANKRD13A MACIR DLG3 LBP SEC24C SPEM2 ATL1 PRKCE PURB NCOA1 EPB41L1 HIPK1 PLXDC2 OSBPL10 PATZ1 KPNA3 MATR3 ING4 RTN4RL1 PPP4R1 EGLN2 IVNS1ABP GPM6A FIGN LRRTM3 NFAT5 B4GALNT3 SLC4A7 PPP3CC TNRC6B ZRANB2 TBX2 CREB1 CUX1 ABCC4 TSSK2 SP8 CIT POFUT1 TP53INP2 RNF40 ACTGTAG_MIR139 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTGTAG_MIR139 JDP2 PRPF4B HNRNPF TSPAN3 HMGCR XPO4 TSPAN5 ATP2B2 TOP1 SRSF4 ANK2 PDE4A DNAJC5 PROSER1 RSBN1L SOCS2 FMR1 PTPRU PPARGC1A TGIF1 NME7 DDIT4 CTDSPL2 LRCH2 JUN MNT FBXL7 PMP22 PIEZO1 UBR3 SMARCA4 DCBLD2 ZFAND3 SOX1 SOX5 HDGF TMCC1 GPD1L RO60 KBTBD2 MEIS2 DDX3X ZEB2 NDRG4 DMD KBTBD8 HOXA9 AUTS2 SSX2IP LRFN5 MGAT4A AEBP2 TAOK1 PCDH10 ESRRG AKIRIN2 CACNA2D2 FOXP1 SEPTIN11 NOTCH1 ETS1 FREM1 MAP2 CCNY TCF12 FAM91A1 PHF6 SCHIP1 ZNF532 CPEB4 VPS37B LSM14A FOS CDC42 PAK5 AP1S2 RTF1 WASHC4 SLC25A3 FBXL16 NXPH1 UBE2F FAM76B ARRDC3 GRM1 MORN4 EIF4G2 WDR47 HIPK1 FRMD4A BTG3 NRK PSME4 KPNA4 CHFR SRSF10 GALNT3 ZBTB10 AZIN1 DPY30 IVNS1ABP STAU2 APLP2 NPTX1 CHD7 AP3M1 PPP2CA DHX15 PPP3CB NFAT5 CDK19 FBN2 MAT2A DTX3 PDE3A TBX1 MARCHF7 RUFY3 ATXN1 ATRX YWHAG YWHAQ GDF10 GTGCAAA_MIR507 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGCAAA_MIR507 ATP1B1 THRA SCN3A EEF1AKMT2 GRIK2 GDF6 XPO4 NELL2 STAT5B RPS6KB1 ZIC1 CNOT7 AGAP4 ATP2B2 ADGRL3 RBMS3 LONRF1 DHX30 RAB21 STAG2 EDARADD DAB2IP KCND2 BARHL1 OLFML2B DLL1 SGMS1 ZER1 MARK3 PPP1CB BICD2 CTNNA2 PARP16 SLTM PCF11 CCDC6 EP300 TIAL1 AGAP1 AKIRIN1 PRDM1 KMT5B PBRM1 BAGE2 CNIH1 MDGA2 TET1 SORCS1 KCNJ3 MEIS1 FBXW7 TRAF7 LHX8 RUNX1 NKX2-2 SREK1 IQSEC2 BMP4 PTPN2 NDFIP1 MOB1B ESRRG NR4A3 EMILIN2 UNKL PCDH19 CDKN1C UNC79 NEXMIF SEMA6D DYRK1A FAM43A MAB21L1 SECISBP2L MS4A13 HECW1 BACH2 CPEB4 PAX6 DNAJC13 GGNBP2 SLC24A4 ANKRD12 DLG3 TOGARAM1 BRD4 TBL1XR1 LPGAT1 ZFX LEF1 PCDH9 MBNL1 PRKCE GTF2H1 OSM PJA2 MFN1 EIF4G2 FMN2 NCOA1 HOXC11 MEAF6 MDM2 REV3L MTDH TSPYL4 MIP CHD9 MAP3K3 SORBS2 BCL11A SLC4A7 DAZL AGFG1 MAF RBM24 ANO4 DGKH RGS17 RAPH1 RSBN1 TP63 MED13L WDR26 SP3 RAB22A USP47 NEUROD1 TGCTTTG_MIR330 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCTTTG_MIR330 MEF2C MSL2 SYT5 PDLIM5 EFNA3 LUZP1 SYT7 PRKG1 ZNRF2 ATP2B1 ACBD3 ATP2B2 AGTR2 DIRAS2 PICALM SIN3A KANSL1 GRIN2B TRAK2 PPP1R1B SOSTDC1 HNRNPU OGT MAP2K5 GRID1 NSMCE3 ANKS1B EFNB2 ABCC12 SRSF1 CTDSPL2 PRDM8 RND3 MAPK1 NAA30 MLLT10 FCHSD2 APPL1 ADD3 SH3GL2 DAG1 SORCS1 ASB15 MLEC SH3PXD2A CEP170 TRAPPC8 GIGYF2 TRA2B LHX6 BCOR NKRF MAP2K1 SMAD7 PAIP2 MAML1 CREBBP MIER3 FOXG1 SHOX2 DLX1 ZBTB44 DCAF7 DLX6 DCP2 TRPS1 FNBP4 TGFBR3 SMURF2 DHX40 TCF12 FAM91A1 CLCN5 BACH1 LTN1 PCDHA6 STEAP4 PCDHA7 JPH3 PCDHA8 PCDHA9 PCDHA2 PRUNE2 PCDHA3 PCDHA4 PCDHA5 DPP10 PCDHA1 KCNIP2 SEC62 DIP2B CNPPD1 DNAJC13 GSKIP SLC25A3 QKI RAB6A JPH1 FBXL17 SRPK2 RAP2A NKAPD1 PRTFDC1 TMEM263 RAP2C LYN PCDH11Y PCDH11X ARHGEF9 GTF2H1 GRM5 BRWD1 CCND3 SRGAP2 CMPK1 MTDH YPEL2 ABHD4 ABHD2 ITM2C AMPH STAU1 GPHN SET GPM6A CRISPLD1 BCL11B COL6A3 GATAD2B PCMT1 MTMR9 CHP1 SNAP23 ARMCX6 TRIP12 BCL9 CSNK1A1 CYTH3 CSNK1A1L AFF4 GRIA3 PDZRN3 XIAP ETF1 RLF PAPOLA TJP1 MRPL27 BCORP1 FYTTD1 JADE2 NSD3 ZBTB4 SELENOI AMOT LRP8 APBB2 SLC8A3 FOXN3 AMMECR1L PLXNA2 CADM3 BTRC STYX CAPZA1 PRKCB FNTB HOXC8 TARDBP KLHL9 TRIM44 NCEH1 MYEOV PUM2 PDGFD ITCH ITPK1 GNL1 RC3H1 API5 RBM12 CA12 LRP1B CNBP DCLK1 NT5DC3 BICD2 NUP58 SLITRK4 OTOGL IGSF3 BMP2K IQCH PTGFRN CSNK1G3 FGFR1 CPSF7 TFEB BMPR2 KCNA6 PCDHAC2 PCDHAC1 PRR3 RNF165 MTPN MTCH1 PCDHA10 PCDHA11 PCDHA12 ZNF800 SKIL PCYT1B STRBP NSG1 PCDHA13 RUNX2 RUNX3 AP2M1 ZNF423 B4GALT1 TAF5 PTPN4 TEAD1 NR4A3 ARMC1 HDAC5 SLC4A10 EIF4E C5orf15 DYRK1A RHOT1 TDG HIVEP2 RAP1A ANTXR2 ZCCHC24 FBXO34 MYH10 ZNF410 E2F1 METAP2 SOX21 CELF3 DICER1 MRFAP1 DEK PDCD4 CBFA2T2 RAI2 ID2B BMI1 SPRY3 KLHL35 TRIM3 TMEM196 POU4F2 YOD1 PLCB1 IGF2BP3 PIGA PHC2 FOXJ2 METTL5 SOX13 EGR4 NRXN3 GPRASP2 SOX11 ZFY ESR1 ESYT3 CDK6 STXBP3 AL079338.1 MBNL2 MBNL1 LRRC75A PURA RFWD3 NCOA2 KIF1B NPTXR PPM1E HIPK1 BTG1 CCDC178 GPAM BICRAL ACVR1 OTUD4 FRK TYRP1 GALNT7 IRX2 TIPARP PPM1B TRIB2 TPM3 MTM1 RNF126 QSER1 FAM107B CALML4 ARPP21 SYBU ZC3H12B SMG7 PAFAH1B1 POU3F1 DCX TNRC6B VEGFD NFATC3 C5orf24 APC WDFY3 GNAO1 NF2 SEPTIN12 PHLPP2 MACROD2 DPYSL3 SCOC UBE2Q2 GCG TOX IFIT1 SLC17A6 NAT8L ID2 SP4 KAT2B RNF111 TTTTGAG_MIR373 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTTTGAG_MIR373 SYT4 PPP2R5C WTAP FIGNL2 ATP2B4 SRSF5 PHTF2 C9orf72 TMEFF1 RSRP1 RIC8B PPARGC1A PITPNM2 ZNF236 BAZ1A CAMK4 NAV1 NAA30 SCYL2 SURF4 CLEC5A DCAF17 GNAI1 DAG1 GRK3 ITGA10 NABP1 ARFGEF1 MLEC EPHB2 SH3PXD2A TRA2B BLNK KLF5 PLAG1 NPLOC4 PELI1 NDFIP1 ARFIP1 EN2 EI24 PKP4 FNBP4 ARF4 NAA40 RANBP10 UBE2G1 KCNIP2 RNGTT PTER LSM14A ACTR2 SLC23A2 SEH1L MYB KDELR1 GOLGA4 SERTAD2 ZNF281 CCNJ GSE1 CACNG4 LENG8 ZCCHC14 MYCN PDIK1L GRM3 SENP1 PRUNE1 EIF4A1 VCPKMT RALGAPB WDR44 USP7 ALDH18A1 CCER1 OPRK1 EPB41L4B IFFO1 NUFIP2 EFCAB14 KTI12 CSDE1 RAB11A WAC PPP3CA MTMR4 BUB3 MYO5C FLRT2 BRD2 TRHDE TCEANC2 SPIN1 CAPN3 RLF PKNOX2 TEX12 CSNK1E FBLN5 PTP4A1 FOXE1 SETD3 ZBTB2 TOB1 XPO1 BPNT2 GABRB3 AP1G1 CAPZA2 SMC1A MOB3B CBFB ZIC2 SMNDC1 ERC2 ELOVL5 ST3GAL5 TARDBP FBXO28 ELOVL2 PSIP1 MS4A2 TMEM167B PPP4C SLC4A4 PABPN1 NMNAT2 SCUBE3 RELB CLINT1 YTHDF3 DCUN1D1 HIF1A TRIM33 ILRUN VPS26A FGFR2 ZFAND3 SLC38A2 MDGA2 SOX4 DSCAML1 SOX9 ZC3H6 PRR7 FBXW7 HOXA3 HACD2 RLIM CLASP1 SSX2IP FN1 MSANTD2 EEF1A1 MAFB PTPN5 RNPS1 ARMC8 HDAC1 VCP HOXB5 CACNA1G RAP1A ADRA1A ZCCHC24 DNAJB6 KCTD12 C2orf69 ARID4A MRFAP1 AMMECR1 MBP ARHGAP21 ARHGAP5 IPO5 ZNF280D CASP8 GOPC DLG4 CSK IGF2BP3 TBL1XR1 KHDRBS2 ARID5B MPP5 CHST2 MBNL2 ALK PURB C1orf21 HARS2 PPM1E LARP4 CFL2 KRIT1 FRMD4A KLHL13 KPNA4 KPNA3 UBAP1 ING4 UBE3A FKBP4 DHX58 PMEPA1 PLPPR1 ORC2 SH3GLB1 PAFAH1B1 PHF20L1 TNRC6A SLAIN1 MAF WDFY1 NF2 SAMD12 TMEM163 TMED9 ISL1 SLC17A7 SP2 JAK2 IPPK ADAMDEC1 TAGAACC_MIR182 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAGAACC_MIR182 SRSF10 GALNT1 ZNF532 CREM SLC6A4 BCL2L2 CXXC5 NHS CNOT6 LSM14B PRMT8 ZFP36L2 FLI1 FAM107B DDX3X ACYP1 FAT1 AMZ2P1 ZNF800 FAM126B RBM12 CRIM1 NUP153 ISCA1 DOCK9 SRSF1 FXR2 TBR1 UBE2B FAM78B HOXB4 RNF6 BAAT SLC16A7 SEC22B CADM1 CNTN2 RAB5A HDHD2 GGGATGC_MIR3245P http://www.gsea-msigdb.org/gsea/msigdb/cards/GGGATGC_MIR3245P SEPTIN4 SEPTIN3 THRA BACH2 AP1G1 BBX ZNRF2 ZFP91 APP CUL5 TRMT5 UNC5C YOD1 SCAMP3 KCND2 RAN ZFX ZHX3 PRKCG ARID1A GAN MAP4K3 SLITRK4 MED22 C1QL3 FBXO11 ING4 GON4L MLEC TMCC1 STARD13 CAMKV CDK16 NIPBL GGT7 ADGRB1 NFAT5 RUNX2 UNC45B ELAVL1 NSD2 LMX1A VDAC1 NTRK3 ABRAXAS2 RNF44 PBX1 HSPA14 KLF3 CCAGGGG_MIR331 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCAGGGG_MIR331 PPP2R5B ATP1B4 DCAF1 SYT7 PTGIR PLPP7 MIDEAS MTURN ATOH8 MAP2K7 KHNYN PABPN1 RARG BAIAP2 SOCS1 FAM160B2 PARP10 RIC8B VTI1A PRDM8 ANKRD13B RHCG C1orf109 LRCH4 PHLPP1 CACNB1 DAG1 ENSA MEIS1 RIMS4 ZNF513 HOXA3 MEIS2 GGT7 B4GALT5 B4GALT2 ABHD17A TAOK2 TBC1D10B ASXL1 KMT5A NSD2 FXR2 FURIN RELL2 SEMA6A PCNX2 VCP CREBRF KCTD15 XPO7 DNAJB5 GNAZ NRP2 RAB5B ZBTB39 GABBR1 FBXL19-AS1 NBEA SPRY4 OSR2 SLC25A1 IGF2BP1 ALX4 PHC2 EGR3 CNTNAP4 MBD6 MINK1 LDLRAD2 GNB2 CLDN2 KSR1 CPSF2 NKIRAS2 TAMALIN CPLX2 EXOC7 YPEL4 USP2 SNX17 ZNF652 MYCL ATXN2L ZNF609 CRIM1 POLR3H TCEANC2 DLGAP4 TSPOAP1 RAF1 TSPAN18 FAM78B AP2A1 NEUROD2 LGALS3 ACCAATC_MIR509 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACCAATC_MIR509 PRRC2C PCDHA6 PCDHA7 PCDHA8 OSBP PCDHA9 ZFAND3 PCDHA2 PCDHA3 ENPP2 RAB5C PCDHA4 DEDD SOX2 PCDHA5 PCDHA1 SF3B4 PTEN MEIS1 PCDHAC2 PCDHAC1 MLF1 NPAS2 INSIG1 ARHGAP1 PCDHA10 ATP5MG PCDHA11 MMD2 PCDHA12 PCDHA13 BAZ2A GAD1 KLF6 PLP1 SMG6 OLR1 NLK PHLPP2 MMP19 RYBP VEZF1 SELENOT PURB USP47 PBX3 CRK TP53INP1 GGCACTT_MIR519E http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCACTT_MIR519E MKRN1 KDM1B AGO1 SKIDA1 ESRP1 MAP3K7 ADGRL2 ZFP91 S1PR1 FAM53C FBXO21 KAT6A EFNB3 RBL2 PTPRG BTBD7 DLL1 CORO7 MARK4 BICD2 MARK2 CTDSPL2 BAZ1B CADM1 ZNF385A PTGFRN DCUN1D3 XRN1 VPS26A FGD1 C18orf25 GIGYF1 MMD ST8SIA2 DAZAP2 CCNG2 FAM102A TAGAP DDX3X DDX3Y PCYT1B BCOR PLAGL2 AQP4-AS1 KIF3B FAM13B PTPN3 NR4A2 MOB1B URI1 EIF4H FURIN PPA2 ZFHX4 EPHA7 SYNE1 PHF1 TMEM131L ZIC4 MYLK CCNT2 OPCML RAB5B ARID4A ARID4B NBEA PTEN OSR1 ZNF148 CXCR4 QKI CDK10 LBP NR2F2 SERTAD2 SOX11 ARHGEF5 MMP19 GAN FOXJ3 ARHGEF12 SRPK1 SIKE1 SEMA4G BNIP2 RRM2 OGA RETREG2 EIF5A2 ARL4C CLOCK PPP2R2A YPEL4 ITPRID2 SCML2 NANOS1 UBE3C NPAS2 BCL11B FAT2 SPATA2 GATAD2B PAFAH1B1 WAC NEDD4L PAFAH1B2 TNRC6B C1GALT1 EHD3 MTMR4 ZBTB7A PTPRD DPYSL5 TM9SF3 SON UBR5 RPS6KA3 DKK1 SP1 RAB35 IRF1 ZBTB4 MAT2B TBL1X ATGTACA_MIR493 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGTACA_MIR493 MEF2C ADCY1 AGO1 PPP2R5D PPP2R5C EFNA3 ITSN2 CITED2 HEMGN ADGRL3 CUL5 SIN3A GBF1 VPS13D GAB1 BHLHE22 FAT1 DHX36 BCL7A PPTC7 BHLHE41 TMEFF1 DAB2IP KDM5B TTC7B SIPA1L2 SIPA1L3 SPIRE2 MARK1 SRSF3 PDS5A MAPK1 SPAG8 C16orf70 BAZ1B NAV2 JUN MLLT10 NCAPH VGLL4 PIAS1 PMP22 HS3ST3B1 RALGPS1 CHKB FOXO1 HMGCS1 ARFGEF1 SORCS3 RIMS3 TRAM2 PFN2 KBTBD2 SAT1 DUSP16 MAML3 BCOR GAD1 PPP2R2C SRSF11 GIT1 PAIP1 OSBPL6 CREBBP TAOK3 CELF2 ESRRG RYBP TM2D3 KIAA2026 PTPN12 PCDH19 PCDH18 SYNE1 EPHA7 RPE ATP2A2 ARHGAP44 PLPPR5 TRPS1 AHDC1 FAM91A1 KLF3 CCNT2 ZNF385B ZNF532 UBE2G1 AP3S1 NBEA KCNIP4 ACAP2 LSM14A ANKRD17 PDPK1 SRPX DNAJC13 DIP2C REEP1 GSKIP BRD7 JPH1 SERTAD2 KCNMA1 SRPK2 FMNL2 AR ADAM10 MBD5 TLE4 FAM76B SPEN RBBP6 ZFAND5 GRM5 SS18 ZDHHC17 MAST1 ZNF804A ANKRD28 ZNF362 GNB1 NAB1 SEMA4C USP21 PRPF38B PIKFYVE USP6 MTDH ZBTB11 ABTB2 LRRTM3 BCL2 PPP3CB TBC1D4 BAZ2A USP32 CSNK1A1 EIF4ENIF1 SNRNP70 NLGN1 CSNK1A1L PPP1R10 AFF3 NLGN3 PDZRN3 NADK DGKI PHF12 ETF1 CAPN3 SNAI1 FZD4 SELENOS FNIP1 RPS6KA5 DKK2 CDH13 TJP1 SVIL HERPUD2 TMTC1 CLRN1 ZMYND19 ATP5F1A PBX3 CDH11 ENAH CTDSPL TBK1 UNC50 FGF13 ZIC1 TTN CNOT6 ZIC2 ERC2 UNC5A ANKRD50 PGRMC2 ZMIZ1 SPRED2 RNF38 PDGFC PUM2 SLC25A26 RBM12 IL1A NUDT4 SH2B3 MADD PDE4D DLL1 ARID1A ZNF711 PSD2 ARID1B BASP1 CLPX TMEM106B DCUN1D1 HNRNPA0 LRP12 GTF2IRD1 EFL1 VAMP2 WNT5A SNX9 MCL1 SSH2 LRIG1 FBRS UBE2V2 ITGB1 RASAL2 CHSY3 BMERB1 DDX3X MTPN OVOL1 CLASP1 ZNF800 DNAJC21 AXIN1 CPNE8 GABRA1 GABRA5 DOCK9 GOLM2 SMG1 TRIR ATAD2 SPRYD3 AK5 NMT1 PHF2 TNFSF11 OTUB1 SALL1 RHOT1 HIVEP2 FBXO33 ANTXR1 XPO7 SEL1L SOX21 NDST1 CDC14A E2F6 PREX1 KDM6A SDC2 GPC4 PCGF2 INTS8 ARHGAP5 SV2B POU4F1 DLG2 NXPH1 GABRG2 TBL1XR1 NRXN3 ZFX MBNL2 LCA5 SMC6 SH2D3C EYA1 NCOA1 KIF1B LARP4 HIPK1 BTG1 FHOD3 KPNA4 CARM1 IRX3 BTAF1 UBE3A AAR2 CTNND2 CTNND1 CDC73 CDH2 APLP2 LPCAT1 ZNF706 HIC2 FIGN MFSD6 TNRC6B PHF20L1 PIK3R1 WDFY3 COBLL1 FAM120A ZFC3H1 MED26 MED17 MAP1B ANO4 DACH1 UBE2Q2 TM9SF3 SLC22A23 UBE2Q1 TAB3 RSBN1 RASL11B ANKRD34B MED13L MED13 SP3 IRF7 SP4 IRF2 GCATTTG_MIR105 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCATTTG_MIR105 C6orf120 MEF2C HNRNPK GRPEL2 PRPF4B AGO1 GABRB3 CDK14 F13A1 SNIP1 MORF4L2 RAB1B MYLIP MXI1 AMOTL2 ZIC3 GLDC SMNDC1 OLIG3 KANSL1 MRAP2 STRIP2 OGT FNDC3A KMT2A GRID1 SATB2 PAN3 CA10 GOLT1B PTPRG TMEM97 CDK12 MECP2 SOCS7 SOCS5 ABCC12 FAM160B2 SSPN YTHDF3 PRDM8 CCDC3 LIN54 PRDM2 DCUN1D3 SLITRK5 PCCA KALRN FRAS1 C18orf25 TNFRSF12A CXXC4 ST8SIA3 TWF1 SOX6 TAFA1 EXTL2 OAZ2 KRAS KBTBD6 DENND6A TRA2B SLC31A1 GAD1 FAM126B UNC45A GABARAPL2 BMP1 KLF12 CELF1 CELF2 RYBP PTPN13 AKIRIN2 MIER3 EPHA4 H3-5 TULP4 CDKN1B ITGA6 RAB2A PRICKLE2 PTTG1IP H3-3A COQ10B HDHD2 H3-3B GOSR1 SPATS2L BTBD11 SEL1L FAM222B GPR85 FOXK1 ZNF532 DICER1 COPS4 EIF3A NBEA CPEB1 AMMECR1 COPS8 CARMIL1 POU4F1 USP15 TM9SF2 TBL1XR1 RAP2C ZNF541 ARHGEF7 SPECC1 LDB1 CPXM2 ARHGEF9 NRXN1 FOXJ3 LDLRAD3 RAD52 ARRDC3 ZFR PRKD1 ACVR2A EIF4G2 NCOA1 NSRP1 SGCD KPNA4 FAIM2 SRGAP1 THOC1 CMPK1 CAMK2G TIPARP PPP3R1 CDH2 ITM2B PKD1L2 TPM3 GID4 ZDHHC22 GPCPD1 PDE1B MAP3K2 RB1CC1 KIAA0408 ETV1 NEDD4L PHF20L1 SPTSSA FAM120A FLRT2 NF2 L3MBTL3 MAP1B IGF1 CREB5 PHF12 TM9SF3 FZD7 TJP1 SON TEX2 JADE3 SP3 ERLIN1 SP4 RAB22A AMOT SP8 CRK HTR2C TP53INP2 HTR2A CAGTCAC_MIR134 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGTCAC_MIR134 MTCL1 C6orf120 EIF3J CPEB2 OPCML TAPBP ADGRL3 ILDR2 VEGFA KAT7 SERTAD2 SLC25A5 PSD3 MBNL1 ZNF711 MYCN SRSF2 C1orf21 PATZ1 ZFPM2 VGLL4 CSNK1G3 UBAP2 KPNA3 SMARCAD1 MAGIX SRSF8 COL2A1 BANF1 TRMT11 TSC22D1 HIC2 CDH9 ACSL1 TTBK1 ZDHHC9 PPP1R12A STRBP GNAO1 MAT2A SMAD6 CELF2 AFF3 SYNM ETF1 ASIC1 EPHA7 NRF1 PPP1R7 MED13 APBB3 FAM91A1 TCCAGAG_MIR518C http://www.gsea-msigdb.org/gsea/msigdb/cards/TCCAGAG_MIR518C HMGN1 HNRNPAB SEPTIN4 AGO1 MSTN SYT7 CCDC144B LZTFL1 CBX7 MOB3B CSNK2A1 ANK2 ST3GAL4 LINC00336 PYM1 PUM1 RALA ADGRL1 TWIST1 PCDHGA12 C6orf62 PCDHGA10 SMCR8 PCDHGA11 SH2B3 CSNK1G1 NCF4 MECP2 SGMS1 FAM155B TNKS2 MAPK1 RND1 CD34 DLL4 VAMP5 RAB15 STC1 IQCB1 GCLC SLC38A2 GRB2 CHKB CHCHD3 ST8SIA2 RPGRIP1L ITGB3 MED12L HOXA1 TCERG1 MEIS2 PRR3 ZDHHC9 SLC30A4 GAD1 DNMT3A TAF4 CLUH NR4A2 ACACA PCDH19 SALL2 MARF1 ATP2A2 SPATA45 MLX RHOT1 AIRE PARP6 COQ10B SMURF2 GTDC1 GRK5 WDR1 TNK2 TCF12 NCOR2 RANBP10 PRX BACH2 PCDHGA9 PCDHGA8 RHOQ PCDHGA7 PCDHGA6 PCDHGA5 PCDHGA4 KDM5C PCDHGA3 PCDHGA2 PCDHGA1 PCDHGB1 CDC42 SPRY2 GOLGA7 MKLN1 ELOF1 KDM2A RBBP5 NRXN2 ARID5B SDK2 PCDHGB7 PCDHGB6 PCDH9 PCDHGB3 PCDHGB2 PCDHGB5 PCDHGB4 TMEM184B ZFAND5 IL18BP DDT RBM47 RALGAPB ANKRD26P1 PATZ1 SGCD PSME3 ZMYND11 ING3 GDAP2 PPP1R12B CAMK2G PCDHGC5 PCDHGC4 NFIX PCDHGC3 GPRC5B ZNF652 NFAT5 ZNF606 ETV5 AXL ELAVL1 RICTOR PREB RNF44 MEOX2 RBFOX1 SULF1 LSM12 PHF21A SELENOI DSEL CUX2 SMPD3 GGA3 CACCAGC_MIR138 http://www.gsea-msigdb.org/gsea/msigdb/cards/CACCAGC_MIR138 ADCY1 UIMC1 AGO1 SNCB GALNTL6 INO80D NSMF ADGRL3 JMJD8 SIN3A CLK3 CLK2 RAVER1 RARA PELI3 MAP2K7 CLNS1A PHOX2B EFNB3 ROCK2 TTC7B EID1 ELFN2 PPARGC1A CASTOR3 CTDSPL2 LHFPL3 BAZ1B MNT ZNF385A SLC10A7 KMT5B ZNF518A RALGPS1 MGAT5B SCN1B CHKB MYEF2 RIMS3 MOV10 PFN2 KBTBD4 MACF1 EGFLAM TRAM1 MOCS1 IQSEC2 DHX57 DVL2 OSBPL3 BMP1 KLF11 CLUH DENND1A ATP11C UBP1 SEPTIN11 MIER3 PTPN11 EPHA4 TULP4 ZBTB44 ARF1 EPHA8 TRPS1 DCP1A GPATCH2L JAZF1 H3-3B SMURF1 SOBP DLEC1 SLC20A1 CPEB4 EZH2 NBEA GLI2 LSM14A CCNE1 SEH1L ELOF1 USP10 CALN1 KCNMA1 NKAPD1 ARHGEF3 KIAA0930 ZC3H7B ARRDC3 ZCCHC14 MXD4 INHBB PDIK1L SENP1 ERC1 SEMA4C KCNH7 ARL4C MAP3K11 ZMYND11 EPB41L4B PCSK2 SUGP1 ZFP36L2 SORBS2 BCL11A GATAD2A MLLT6 CPT1B PEDS1-UBE2V1 AFF3 PDE3A FEM1C RPS6KA1 PTP4A1 BNIP3L NSD3 ZBTB4 USP47 CIT TMTC4 TP53INP2 PRPF4B CNOT8 CLMP THRB DESI2 SHFL ST3GAL3 ANK1 UNC5A PAPPA LZTS3 ZMIZ1 ZNF444 UNC5D ANKRD54 KAT6A DSCAM MIEF2 SH2B3 MCU BAIAP2 LYPLA1 ZER1 NEBL YDJC RELN VPS26A DCUN1D4 SOGA1 SPTB ADAMTSL3 RMND5A OBSCN-AS1 SOX4 UBE2V1 ZFHX3 PTK2 CSE1L ZEB2 PPP4R3A SLC35F1 PABPC1L2A VSTM2L THAP11 MAFG SMAP2 ABCB9 DHDDS TSR1 PTPN2 SMG1 NR4A3 DBNDD2 MUC4 HDAC4 NEXMIF PDE7B RCAN2 C6orf47 CACNA1E SRRM4 DNAJB6 CORIN AMMECR1 CBFA2T2 KLHL35 ZFAT RHOC IGF2BP2 LIMK1 SOX12 CDK2AP1 RREB1 FERMT2 MIER2 NCOA1 JOSD1 BTG1 MEAF6 FRMD4A JMJD1C UBAP2 AHCYL2 TIPARP NFIX CLVS1 TPM4 GPR3 ANXA6 PSMF1 NPTX1 MSI1 MSI2 ZNF609 ZNF607 DTX1 L3MBTL3 RSF1 COTL1 UBE2Q1 SIRT1 ZNF775 SLC17A7 SLC6A8 C14orf180 CAGCACT_MIR5123P http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGCACT_MIR5123P TUSC2 FOXN3 NIT1 PLEKHM1 SYT8 ITPKC KLHL3 ESRP2 ACTG1 ZFP91 ATP2B2 SLC2A4 RNF38 PTBP2 KMT2C ANKRD54 FNDC3B BHLHE41 KAT6A RSBN1L RARG STMN4 PTPRT SGMS1 STK3 TNKS2 CCDC6 PITPNM2 ANKRD13C FNBP1L PPP2R5E SEPTIN6 ADAMTS5 CAMTA1 PPME1 BAGE2 GIGYF1 DAZAP2 KCNRG PCDHAC2 PCDHAC1 TAL1 SEMA5B KIAA2013 PFN2 ZDHHC9 TFDP2 PCDHA10 PCDHA11 ZNF800 PCDHA12 HCN4 PCDHA13 DNAJA3 SPOP KMT2A MRPS25 MAP2K4 SYNDIG1 PCDH10 PTPN4 SMAD2 DOCK3 CORO1C IZUMO4 PCNX2 EPHA8 PARP8 DHX40 CADM2 PCDHA6 PCDHA7 HLF PCDHA8 PPP1R14D TLN1 PCDHA9 C16orf72 PCDHA2 PCDHA3 PCDHA4 PCDHA5 FOXK2 PRRX1 PCDHA1 ACER3 LSM14A IP6K1 TRIM2 TRIM3 GSKIP QKI RHOC YOD1 ALX4 LPCAT3 ARHGEF3 COL23A1 CCKBR ZC3H10 LEF1 MBNL2 MBNL1 ZFR PURB ARHGEF10 PDIK1L MYT1L C1orf21 JOSD1 ZDHHC16 FRMD4A GRM7 OGA RETREG2 UBAP1 MAP3K11 PPFIA2 USP6 RTN4RL1 NEO1 SGSM2 HIC2 TSC22D2 C2orf42 CDK19 ETV1 PPP3CA TNRC6B MLLT6 DTNA BAHD1 LINC00955 TRHDE MAT2A PPP1R11 NTNG1 ZNF24 TMEM266 MARCHF8 XIAP VEZF1 UBL3 RSBN1 FEM1C ATXN1 ATXN7 NSD3 USP47 GAS2L1 USP46 TP53INP2 TP53INP1 NFIB GTACAGG_MIR486 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTACAGG_MIR486 CNPY3 GABRB3 SNRPD1 FGF13 PTEN MAP3K7 ARHGAP5 DYNLL1 GAB2 PUM2 ABHD17B UNC5C CNTNAP4 PIM1 G3BP2 SRSF1 STK4 RBBP6 SRSF3 MARK1 CADM1 NCOA6 SRGAP3 SLC10A7 TXLNG DCC BTAF1 IRX5 FOXO1 REV1 SORCS1 COPS7B SRF TSC22D2 SMOC1 NFAT5 PPP3CB C19orf73 MAML3 DNAJC21 PIK3R1 TBX2 CELF2 SLC12A5 AFF3 ELAVL2 PDZRN3 PTPN12 DOCK3 ARMC8 BCORL1 SP5 CREBRF H3-3B ID4 NEUROD6 DENND2B TOB1 GTTATAT_MIR410 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTTATAT_MIR410 MSL2 RAI1 FGF7 MSTN CPEB3 GDF6 CPEB4 ARID4B CBX4 CASK ITPKB MYLIP RAB1A CBFB CITED2 IP6K1 PRKAR2B ATP2B2 ANKRD12 QKI ITCH NR2F2 KAT6A SCAMP5 TMEFF2 FMNL2 ADAM10 CSNK1G1 NRXN3 YY1 FMR1 OTX2 RAI14 HERC4 PCDH8 MAP4K5 ADM MINAR1 CPSF6 ZZZ3 FGF7P3 ST18 FGF7P6 HMGB1 C18orf25 SOX1 HS3ST1 COPS7B RDX NR3C1 ARID2 TAFA5 CHD7 MACF1 NUMB SYN2 MSI2 BAZ2B TNRC6B PHF20L1 FCHO2 TENT4A DTNA MAF RAB8B SMAD7 MFSD14A DOCK9 MOB1B TEAD1 CREB5 DACH1 DPYSL2 RGS16 OR51E2 RPS6KA5 NEXMIF LAMP2 C16orf87 TNFSF11 GRIA2 YAF2 ETS1 SP3 ST8SIA4 SP4 NTRK2 C11orf87 YIPF4 FBXO33 ATG16L1 RERE PHF6 GTCAGGA_MIR378 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTCAGGA_MIR378 TUSC2 FGF5 FOXN3 GALNTL6 TRIM13 CAMKK2 PGR ATP2B2 ANAPC1P2 PYM1 ROBO2 OGT SHC3 LBR SAMD4B CCDC117 FAM133B GABPA VANGL2 YTHDF2 NEBL BNIP5 NDEL1 GNAQ LRP12 RIN2 GABBR2 CCDC178 UBE2W KPNA1 KCNH5 CCDC88A MAP3K11 MPLKIP REPS1 TMUB2 NFIX TRIAP1 ENSA C3orf70 SUFU PRR3 CRB1 KBTBD4 HS6ST2 SAP30L ETV6 BCLAF3 DTNA ABR KLF9 B3GALT1 NF1 NSD2 TAB3 TOM1L2 ST8SIA4 SLC7A1 CEP41 ACACTAC_MIR1423P http://www.gsea-msigdb.org/gsea/msigdb/cards/ACACTAC_MIR1423P MORF4L1 XPO1 SIK1 MORF4L2 TIRAP PTPN23 RGL2 SLC49A4 ANK3 TARDBP ARL15 PDE4B PUM1 PSIP1 STAM S1PR3 SPRED1 KAT7 FNDC3A C9orf72 RNF31 CRTAM RARG ROCK2 ANKS1A STRN3 LRRC1 BTBD7 ARNTL SGMS1 BAZ1A FNBP1L VAMP3 COL24A1 ADAMTS3 DCUN1D4 ASB7 HMGB1 TMEM132E MMD COPS7A RAB40C TWF1 SUCO TAB2 LLGL2 AKT1S1 SYPL1 STX12 ITGAV RAC1 FBXO3 HECTD1 MGAT4A CSTF3 KMT2A SLCO4C1 TAOK1 TGFBR1 ZBTB41 SMG1 ZNF217 ATP2A2 TRPS1 RAB2A MARCKS ATG16L1 RERE CCNT2 BACH1 CLTA SPIN1 BACH2 CPEB2 UTY KDM6A MRFAP1 PCGF3 GTF2A1 BOD1 TMEM59 ANKRD11 ATF7IP IRAK1 FMNL2 EGR2 ARID5B SOX11 MBD6 HMGA2 SLC7A11 PURB LCOR EML4 BRWD3 EDEM3 ACVR2A SIK2 GNAQ GNB2 CFL2 COPG1 MOB4 MAP3K11 BCLAF1 FOXO4 PPFIA1 TIPARP TFG EHF FKBP1A STAU1 GFI1 ACSL4 INPP5A APC ERG SGK1 AFF2 TMEM200B RICTOR AFF1 PIP4P1 RLF PRLR ADCY9 KAT2B SP8 CRK TP53INP2 ATTCTTT_MIR186 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATTCTTT_MIR186 DLC1 PDS5B GRIN3A HOOK3 ADGRL2 EPC2 CLK4 HNRNPU BTBD3 LIN28A PLS3 STAG2 RAB21 PAN3 YY1 ZHX1 WNK3 FAM104A NME7 MAPK1 PDS5A LRCH2 EIF2S2 ABRAXAS1 ZZZ3 PRDM1 ZNF385A EXT2 PLPPR4 PFKFB4 CACNB3 CRAMP1 MYT1 EPHB1 TCF20 SH3RF1 OSGIN2 HNMT WIPF1 FAM217B TRAPPC8 SAT1 PABPC3 PABPC1 TENT4A ARGLU1 TRPC1 OSBPL8 CELF1 SMAD6 TGFBR2 ZBTB41 OXSR1 INTS2 HYOU1 ZFHX4 TRPS1 CABS1 MAP2 RGS5 MAP4 CCNT2 GNAZ PCDHA6 PCDHA7 PCDHA8 GPR85 JPH3 BACH2 PCDHA9 PCDHA2 CPEB2 CPEB3 PCDHA3 CPEB4 PCDHA4 PCDHA5 MITF EIF3A ZBTB39 PCDHA1 SENP6 SEC62 SLC23A2 SLC25A3 QKI PARG RAB6A DPP9 JPH1 CD200R1 NECAB1 KCNMA1 SRPK2 ELAPOR2 TUT4 MRPL3 PRPF39 MORC2 SRPK1 ZCCHC14 DOK6 MOSPD1 COL3A1 PID1 ZFP36L1 IGSF11 SUMO1 RB1CC1 BCL11B CSDE1 RASA3 ACSL4 BAZ2B FOXD1 BUB3 BCL9 DNM3 SPSB1 NASP XIAP ZNF20 RPS6KA3 NAA15 PSMD11 RBFOX1 FAR1 MCFD2 LRRN1 PHF21B AMOT NR5A2 SCAF8 TOB1 BCAR3 IL2 CAST CAPZA1 RPS6KB1 UBQLN2 JAG1 RBFOX2 CALB1 FAM193B PNN CSNK2A1 PAPPA MIER1 TARDBP VEGFA EED PDGFC NEGR1 FNDC3A GABPB2 FNDC3B KCND2 ENC1 PPP1CC PPP1CB EP300 RIOK3 ZMYM2 SEPTIN7 NUS1 WNT5A EIF4E3 SNAP91 ZFAND3 LMBR1 LRBA CXXC5 PCDHAC2 UPF1 PCDHAC1 TRIM67 DDX3X MTPN SYAP1 DDX3Y HOXA9 BTF3 PCDHA10 RNF11 PCDHA11 PCDHA12 PCDHA13 ZC3H18 BRINP2 RABIF GABRA4 EFEMP1 NR4A2 KMT5A ICMT P2RX7 EIF4E ITGA6 CXCL13 HOXB8 MOSMO SALL1 AHCYL1 GTDC1 GARRE1 FBXO33 CADM2 RBM26 PTGES3 SGPP1 DPH2 PSPH CDC42 PAK5 MAPKAP1 CNTNAP2 CNTNAP1 DLG5 TPR SUCLA2 IGF2BP2 NXPH1 TBL1XR1 OTX1 SOX11 G3BP2 MBNL2 MBNL1 CDC5L UBE2B PURB COP1 PPM1G MYT1L NCOA2 FRMD4A PXDC1 CLDN1 PSME3 CTSB TMEM182 SPAST EPN2 OTUD4 UBE3A NR3C2 FICD PPM1B APLP2 TMED7 TSC22D2 TMED2 MAP3K2 PRDM10 TMEM35A NFAT5 ZNF608 C5orf24 WDFY3 INSM1 PLP1 PDCD10 SNX27 CEP192 SP3 SP4 ZC3H11A CRK SMPD3 MEX3B CTCTATG_MIR368 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTCTATG_MIR368 MEF2C UTS2 TRNP1 PTGES2 CNIH1 GRB2 VPS54 PAX2 RASAL2 BDNF SET ZNF146 RNF11 CABLES1 ZDHHC1 CSTF3 SATB2 TM2D1 XKR6 MMP19 ASXL1 AFF4 DACH1 SGMS1 CAPN3 PARD3B SRSF3 FEM1C EYA4 DLX1 RGS4 CACNA1G VHLL SMARCA2 SEPTIN7 FGF7P6 FBXL3 MYLK MMP25 NFIB ACCGAGC_MIR423 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACCGAGC_MIR423 FGFR2 HIC2 DLGAP1 RAP2C BCORL1 PABPC3 CDK10 PABPC1 TGTGTGA_MIR377 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGTGTGA_MIR377 OTULIN HS2ST1 BIRC8 CUL1 PITX2 GTPBP8 STRN4 BTBD7 C2CD2L SRSF1 PTPRN PDGFRA ARL8B FCHSD1 LAMC1 CCDC184 BCL2L1 RPGRIP1L SLC11A2 OSGIN2 GLYR1 MACF1 NKX2-2 UNC45A ARGLU1 C21orf91 KMT2A CELF2 PCDH10 UBE2L3 UBP1 CAMK2N2 ETS1 JAZF1 H3-3A GPR85 C16orf72 CPEB4 NBEA RNF182 EDNRB REEP1 QKI AGPAT4 SLC22A2 DHCR24 KCNMA1 SRPK2 FAM133B MMP16 FLNC ZDHHC14 H6PD HAO2 MINAR1 TRIOBP RABGAP1 FUT8 SLC39A10 AZIN1 ZFP36L1 SUGP1 ATXN2L FAT2 CD24 BAZ2B BAZ2A RASA1 TRIP12 CAPN5 CAP2 CSRNP3 DLGAP4 AMACR XIAP LMX1A RICTOR SOD1 FZD4 MARCHF3 NAA15 CDON ZBTB4 PHF21A ZNF462 FOXN3 PRPF4B STK35 PRTG RPS6KB1 NT5C3B JAG1 CNOT7 KLHL2 HOXC6 MIER1 KLHL9 VEGFA S1PR1 RNF38 PUM1 DNAJC6 INTS4P1 NEGR1 CARTPT RET MADD FMR1 ARID1A NPEPPS ARID1B RBPMS NDEL1 EP300 FNBP1L LRP12 TTC23L EFL1 ILRUN CAMTA1 ABCA9 NAPB SRF PRR7 TMX1 UBE2D2 ZEB2 RNF165 ADRA2B CREBL2 TEAD1 CRB3 NSD2 NELFA DMTN CACNA2D2 PHF3 EIF4E CDKN1B ARMC8 HOXB8 FBXO30 CCDC32 HDAC9 PHF6 PRX ARID4B NR6A1 MRFAP1 CTCF PTMA THADA ARHGAP21 KLHL35 MAX IPO5 HMOX1 MVB12B KLK10 NRG1 PLCB1 KPNB1 VCPIP1 EGR1 TM9SF1 EGR2 ZFX PPM1F PRKD1 EYA4 NCOA1 NCOA6 CPSF6 MDM2 NRK PSME4 CPLX3 ITPRID2 TRMT11 KIF2A TMED2 C5orf24 NUP153 ADARB1 CD93 MAP1A GRSF1 ATXN7L1 RSBN1 TAPT1 ATXN1 TP63 SLC35C2 CUL4A SLC6A8 ATXN7 HMBOX1 SUMF1 GGA3 RNF145 ATCATGA_MIR433 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATCATGA_MIR433 MSL2 FOXN3 STK38 VKORC1L1 CHMP5 STYX HNRNPR TTN WTAP MXI1 TBC1D19 CLYBL CNOT6 TOP1 EPC2 MIER1 GATA3 TIA1 SMG5 ZMIZ1 DNAJC5 NUP35 FBXO22 GABPB2 CCAR1 SCAMP1 CLINT1 STMN4 PTPRT RAD9A UBR1 RSRP1 MARK3 YTHDF3 PPARGC1A SRSF3 HIF1A FGF7P3 ARL8B LAMC1 PCCB FGF7P6 GCLC TDRD5 CNIH1 GRB2 MMD CSMD3 ZC3H6 KIF16B HOXA1 ACE UBE2D2 HOXA5 FBXO48 CEP170 PLAGL2 SRP54 B4GALT3 ABCB9 UST INTS2 NMT2 PI4KAP2 EPHA7 SFRP2 WDR45B RAP1A HIVEP1 FAM91A1 DLEC1 E2F3 FGF7 HP1BP3 KCNIP2 SLA ANKRD12 PAK4 SLC25A3 AP3B1 KCNMA1 CLIP1 PCDH11Y PCDH11X CYCS HERC4 TENT4B TBC1D25 ARRDC4 BRWD1 PRPF38B EPN2 GALNT1 BPTF PPM1A AZIN1 TMEM33 PHF20L1 TNRC6B CDK17 PARL TRIP12 TTC13 CEP135 PDZRN3 MROH7 CENPJ CCDC138 RSBN1 SLC17A5 UBR5 JAK2 WDR20 NFIB CAGCAGG_MIR370 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGCAGG_MIR370 HNRNPAB KIFC2 MTSS1 AQP4 CASK GRIN3A BEST3 MINDY4 ST3GAL3 ANK3 TRIM44 LIN28A SMARCD1 MAP3K8 FBXO24 DND1 MED29 OGT SLC4A4 MAP2K7 MTUS1 DSCAM CLCA3P NCALD RAP1GDS1 PSD2 DCLRE1B TRIM33 CAVIN1 TMEM127 CD164L2 FGF7P3 ILRUN ZNF587 PBRM1 SLC38A3 SPEF1 PPIL2 FBRS CDC42SE1 CCDC85B ASB15 DDX3X FBXW5 DDX3Y SNF8 VSTM2L DNMT3B SRSF11 DHX57 IQSEC2 DNMT3A ABCB9 ABR KMT2A KLF12 TAOK1 TGFBR2 PCDH10 SLAMF6 ACACA CLUH SPRYD3 VDAC2 FOXP4 BRCA1 MUC4 HDAC4 PCNX2 BAAT ARF1 PLCG1 RGS3 JAZF1 PARP6 MARCKS HSPA14 CHRD NAA40 E2F3 FGF7 ARID4B HPS1 GABBR1 ZBTB39 SPTSSB PHF20 GOLGA2P7 SENP5 RAB3IP P4HA1 SERTAD4 CNTNAP1 CTIF CCNK CTBP2 CCNJ ZDHHC5 ZC3H7B SOX12 CHST3 HERC4 CEP112 FAM76B FOSB CACNG1 DMRTB1 ARCN1 CFL1 ORC5 MAPRE1 UBAP2 FRK ZMYND11 USP6 ING3 IFFO1 PPM1B KLC2 INO80 TRAIP ADPRM TPM4 STX1B CDK16 CCL21 TAP2 PRDM10 ZC2HC1C ZC3H12B SMG7 USP37 PHF20L1 NFATC3 BAZ2A NSUN4 PDCD11 XKR4 NCDN NFASC NLGN2 ATG14 TMEM266 ILF3 STAT3 PKNOX2 ATXN1 TMEM47 DUSP3 WDR26 NAA15 DCDC1 YAF2 CIT TRIT1 CTTTGCA_MIR527 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTTTGCA_MIR527 MEF2C UBFD1 RP2 SYT7 MYLIP OGDH PLEC SLC35A3 ZNRF2 ESRP2 SRSF7 CREB3L2 VPS13A STAG2 PITX1 PTPRM PAN3 EFNB2 MECP2 NAA30 FCHSD2 PPP2R5E ADD2 KMT5B ENPP5 PFKFB4 HOXA13 DAG1 OCRL HAP1 GNAT1 AEBP2 KIF3B KLF12 FAM13B ATP11A SFMBT1 SEPTIN11 MIER3 DLX3 PIANP SEMA6D MARCKS HSPA14 DHX40 TCF12 GPR85 ZNF532 CPEB4 DPP10 SPTSSB NBEA KCNIP2 PTEN RTN2 SENP7 MMP24 ACTR3 LPCAT4 ANKRD12 CHST11 KDM2A USP12 UBALD1 KCNMA1 SRPK2 TBX15 SPEN RBBP7 ZCCHC17 MYCN WDR47 AMER2 EPB41L1 SRGAP3 MAP3K14 GADD45A FOXO4 ADGRG2 MKNK1 EPB41L4B RPP14 SET GNPTAB PTK2B CRISPLD2 BCL11B MRPL17 LIMD2 FUT4 HBP1 ACSL4 PHLDA3 DTNA TRIM23 FZD4 MEF2D FAM78B COL19A1 WDR26 FYTTD1 BNC2 MAPK14 ZBTB4 HTR2C SEC11A CCDC82 MORF4L1 STK38 PRC1 AMMECR1L AP1G1 PLXNA2 MYLK4 RPS6KB1 CNOT7 ZIC1 TBC1D19 CBX7 PNN WNT3 CHIC2 ROBO1 TARDBP RNF38 PUM1 LGI1 FNDC3A API5 SAMD4A DSCAM PABPN1 SATB2 NUDT4 MCU NCALD SOCS3 DCLK1 BICD2 TACC1 AKIRIN1 PTGFRN COL1A1 SEPTIN6 SMARCA2 PBRM1 SREK1IP1 KCNS2 UBE2D2 ZEB2 RNF165 ARPC2 GGT7 HARS2 NDRG1 ADRA2B ZNF800 NSG1 MEMO1 NOVA1 RUNX3 DNAJA2 CACUL1 B4GALT2 RAB8B NR4A2 GOLM2 TEAD1 MAFK WIPI2 IDH3A RAB33B CORO1C PDE7B ULK1 ULK2 SALL1 RFX1 RAP1A ANTXR2 CACNA1E CADM4 PHF6 SOX21 ARID4B PAX6 PAX2 RAP1GAP2 SLC35D1 RHOB POU4F2 SV2A NCKIPSD PLCB1 IMPDH1 PRKCA EGR3 UBE2A FOXJ2 SOX11 MBNL2 MBNL1 DAPK2 PRKD1 C1orf21 KIF1B KLHL13 ZFPM2 KPNA4 MAPRE1 KPNA3 ACVR1 OTUD4 CALD1 NR3C2 ARPP19 IVNS1ABP PMEPA1 WT1-AS CHD9 CDK13 PAFAH1B2 TNRC6B CAMK2A TNRC6A L3MBTL3 NFASC FRMPD4 RSBN1 TAPT1 ATXN1 GCG HMBOX1 ACTR10 RNF111 GGTGTGT_MIR329 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGTGTGT_MIR329 MEF2C PRPF4B THRB IL6ST CNOT6 KLHL2 PRMT8 ERC2 SRSF4 TARDBP RNF38 RALA PTBP2 PRKACB BCL7A STC2 RXRG PDE4D NAV3 MARK2 RBPMS ZBTB18 CADM1 PDE5A CSNK1G3 BLCAP PAM IRF2BPL OLA1 BMPR2 MYT1 PCDHAC2 PCDHAC1 PRR7 RNF165 CRMP1 EGFLAM PCDHA10 PCDHA11 PCDHA12 ADRA2B PCDHA13 SUGP2 NRBF2 PALM2AKAP2 KLF12 WAPL ESRRG SMAD2 FXR2 TPBG ZFHX4 SLF2 RTL5 H3-3B KCTD11 PCDHA6 PCDHA7 PCDHA8 PCDHA9 CLTB PCDHA2 PCDHA3 PCDHA4 GLRA2 PCDHA5 CLSTN1 PCDHA1 PAX2 KDM5C PCGF5 ALKBH8 SLC25A3 FAM219A CLDND1 NRG1 AHNAK CCDC28A PRR30 ZDHHC5 ARID5B FOSB DAPK1 EIF4G1 LARP4B HIPK1 KRIT1 SRGAP3 SLC39A10 ZNF655 NUFIP2 SUGP1 MYCL N4BP3 TNRC6B BCL9 DNM3 WDFY1 ERI3 DLGAP4 NFASC DPYSL3 MROH7 TMED9 SLC22A23 ATXN1 CELF6 NAA15 PHF21A GGA1 TOB2 ATTACAT_MIR3803P http://www.gsea-msigdb.org/gsea/msigdb/cards/ATTACAT_MIR3803P MEF2C FAM167A STYX FGF12 KLHL4 PRKCB KLHL2 CNOT4 APP BDNF CUL5 EPC2 PHTF2 LUC7L2 FNDC3A STAG2 RC3H1 RAB21 ADAT2 LYPLA1 YTHDF3 SLC25A31 TRIM36 EP300 HTR7 STC1 UBR3 HMGB3 SNX2 ARPC5 LIN28B CHMP2B KBTBD2 PDE6D ITGAV BRINP3 ZNF800 BCOR IL1RAPL1 ZNF423 B4GALT5 ARGLU1 CSTF3 SLC6A15 NR4A3 ATP11C PCDH19 EIF4E TRPS1 DYRK1A HIVEP2 RBM26 LTN1 UTY KDM6A CPEB4 ZNF207 KCNK10 PTER BMI1 RANBP9 CDIN1 PAX8 TBL1XR1 ZBTB20 UBE2A TUT4 HERC6 HERC4 NRXN1 MBNL1 LCOR PGM2L1 PROK2 EIF4G2 LARP4 EPB41L1 TPPP ZFPM2 ADAMTS19 KITLG C6orf141 NAMPT GID4 ATXN2L CALML4 LRRTM3 FIGN SNAP25 MLLT3 FLRT2 BMT2 BOLA2 BIRC6 WDR26 PPP1R8 RBFOX1 BCORP1 SP4 IRF2 USP49 APAF1 CGTCTTA_MIR208 http://www.gsea-msigdb.org/gsea/msigdb/cards/CGTCTTA_MIR208 CSNK2A2 MED13 ETS1 SP3 NLK QKI TTN MIER3 ATCTTGC_MIR31 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATCTTGC_MIR31 BACH2 ARID4A DESI2 SLC26A2 CXCL12 SLC35A3 JMJD8 DIP2C MIDEAS SEMA3F RHOA EED SPRED1 PLCB1 HHIPL2 STRN3 YY1 ADNP G3BP2 ZFAND6 SRSF1 TACC1 CTDSPL2 SLTM SLITRK4 UHRF2 BAZ1B TMEM243 GRM7 CPSF6 C1QL3 VGLL3 FGF7P6 CAMK1D PPP2R2A DCBLD2 NNAT TMEM132E IL34 DAAM1 UHMK1 ZFP36L1 IGSF11 FNDC5 SET PPP4R3A TMEM35A NUMB GATAD2B SNX22 BEST1 WAC PAFAH1B1 AMD1 CEP350 SPTSSA ADAM28 FAM120A ABCB9 EVC PTPRE FZD3 ATP8B5P TM9SF3 RSBN1 TMEM248 CADPS TULP4 NEXMIF SLC17A6 IGSF22 RAB37 HERPUD2 SETD3 RBM14 MPRIP UBE2E1 AAGGGAT_MIR188 http://www.gsea-msigdb.org/gsea/msigdb/cards/AAGGGAT_MIR188 CCNT2 MEF2C DEDD RNF185 LUZP1 NBEA PTEN AP1S3 SRSF7 ZFP91 EPC2 PDE4A RSPO3 FAM117B LPAR1 SPRED1 DLG5 ELOVL6 IL13RA1 IGF2BP2 ZNF281 RAP2C ENOX2 EFNB2 ESR1 PCDH9 UBE2I MBNL1 RREB1 USP28 PDIK1L SLITRK4 CRKL CGN EIF4A1 RAB14 DENND5A KPNA3 FBXO11 CNIH1 KITLG SOX4 TRIAP1 CXXC5 SNN FBXW7 MAP3K3 BCL11B TMEM30A TRIP12 BCL9 CPNE8 P4HB PHACTR2 KLF12 SLC12A2 MAFB ACACA NSD2 ILF3 RICTOR SELENOT FNIP1 CDC25B ATXN1 TMEM39A EPHA4 PHF3 ZBTB44 TOMM70 MAPK8IP2 LSM12 H3-3B CHRD RNF111 TGCAAAC_MIR452 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCAAAC_MIR452 UBFD1 SEPTIN4 THRB XPO4 RPS6KB1 ITSN2 UBQLN2 TBC1D19 ZIC1 UXS1 CD2AP ATP2B2 ANK1 CLK3 ANK3 CLK2 UNC5A SAR1B RAI14 SRSF1 MIB1 SLITRK4 DOC2A LRCH2 ATP2C1 SCYL2 PPP2R5E STMN1 SEPTIN7 DCUN1D5 DIAPH1 HDGF CACNB2 SORCS1 CHEK1 RPGRIP1L DAZAP2 EPHB1 KCNMB2 LINGO1 TRIM67 ZEB2 RNF165 DMD GGT7 NKX2-2 SLC30A7 SGIP1 IQSEC2 DIXDC1 RAB8B NIN MIR1915HG DOCK9 NR4A3 FURIN NKAIN2 PCNX2 SALL1 TRPS1 RFX1 MFF CREBRF SCN8A MAB21L1 CHRD PHF6 NRP2 TSHZ3 ARID4B SLC6A10P KDM5C KCNIP4 PLCB4 TOGARAM1 PHC1 AKT3 CCN1 ZFAND6 PCDH9 MMP16 PCDH8 MBNL1 LENG8 ATL1 KIF1B CNTLN SAV1 PRND MIP CHD9 WT1-AS SORBS2 SYN3 C5orf24 BOLA2 AFF2 GRIA3 DGKH ATP8B5P XPNPEP1 SH3BGRL DBT TMEM47 WDR26 SP3 BNC2 METRNL SP8 CAGCCTC_MIR4855P http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGCCTC_MIR4855P GABRB3 PDLIM7 PLEC CBX6 CHAD ZFP91 HTRA2 LZTS3 ZMIZ1 FAM53C LRRC7 MIR22HG MDGA1 STRN4 LRRC1 WNK3 PPARGC1A GLCE KIAA1522 RBPMS C16orf70 CHPF NELFE STC1 STX5 VPS26A SPTB ABCA9 RHBDD2 SSH2 SOX5 DAG1 CNTFR COPS7B KCNA6 SRF LIN28B ASB15 TMCC1 THTPA RNF165 TTBK1 TTYH2 DCAF15 RAC1 JUND CTDNEP1 CEP85 TBKBP1 DNAJA3 NOVA1 DHX57 DVL3 ABCB9 RAB8B TAOK2 GRIN1 SMG1 CRB3 CELSR2 OXSR1 CAMK2N2 ARHGAP32 MUC4 TNKS1BP1 LAMTOR1 NRF1 EMC10 IER5L CREBRF SMURF2 CADM2 POU6F1 ITPRIP RASL10A HPS4 ZBTB39 DUXAP10 NBEA PAX3 SYNGR1 KCNJ11 ARL2BP MAX RBM4B GFI1B SMDT1 SLC23A2 PAK4 TRMT9B QKI PAK1 IGF2BP2 ZDHHC5 SF1 ADIPOR2 ESYT3 MAN1A1 HMGA2 SRPK1 ELMO2 NUCB1 MIER2 PANK3 SEMA4G FOXN2 ANKFN1 YTHDC1 FKBP4 TMUB2 ABHD2 DCHS1 GPR3 SETD2 GLS2 SUGP1 CHD9 HIC2 TSC22D3 SYN3 KDSR MSI2 TNRC6B CDK18 BAZ2A INPP5A TEX261 MLLT3 BAHD1 NGEF TRMU WDTC1 MPZ ATRN PPP1R11 FZD1 CCAR2 TMEM266 CDC25A GBA2 MEF2D SLC16A2 YWHAG PHF21A TMEM151A LRP4 GTAAACC_MIR2995P http://www.gsea-msigdb.org/gsea/msigdb/cards/GTAAACC_MIR2995P TSPAN2 CPEB2 PPP2R5A CNOT3 TCEAL8 CTCF SRSF7 ERC2 ATG5 ROBO1 MAP3K8 GOLGA1 CAB39 PUM2 RAP2C ZFX MECP2 NAV3 UBE2J2 PURB PATZ1 SIAH1 BAGE2 MDGA2 TIPARP SOX4 CALU HSPA2 ABCD3 TNPO1 INPP5A MAFG MYF6 ABR MAT2A IPO13 SGK1 CS DALRD3 TEAD1 PHF12 ETF1 RSBN1 FOXG1 DLX2 HDAC4 FAR1 H3-3B GGTAACC_MIR4095P http://www.gsea-msigdb.org/gsea/msigdb/cards/GGTAACC_MIR4095P USP7 MKRN1 TSHZ3 AGO1 SRSF8 CAMK2G ARID4B GNG12 ZIC1 APLP2 ZIC3 TENT5C GPM6A MACF1 TRIM9 ZDHHC9 BCL9L STAG2 SAMD4B SCAMP1 PURG ADAM10 KLF12 UBE2L3 RASL12 SRSF2 DDX39A ACVR2A KIF1B TRPS1 DYRK1A CPSF6 KMT5B TAATAAT_MIR126 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAATAAT_MIR126 VAPA FGFRL1 SYT7 SLC35A3 ATP2B1 CUL2 CDCA7 KIFAP3 OGT BHLHE41 ADAM9 MATN3 DAB2IP TRIL COLEC12 PPARGC1A ERGIC2 PRDM8 SPAG9 LRCH2 PPP6R3 PPP2R5E FGF7P3 STC1 FGF7P6 HS3ST3B1 GPBP1L1 AHCTF1 MYEF2 BCL2L2 ARF6 MYT1 ADCYAP1 ALCAM ATN1 ADGRB3 ZMPSTE24 PLAG1 ARGLU1 DVL3 KLF12 TAOK1 CELF2 WAPL NDFIP1 ESRRG PTPN12 PTPN11 ZNF777 ZFHX4 SEMA6D TRPS1 NTRK2 TCF12 TSHZ3 PCDHA6 PCDHA7 PCDHA8 FGF7 PCDHA9 C16orf72 PCDHA2 PCDHA3 NUAK1 PCDHA4 PCDHA5 PCDHA1 MIA2 SMC4 USP15 JPH1 AP3B1 GHR ZC3H7B ZNF354C MMP16 ARHGEF12 CLEC1A RAB11FIP2 GRM8 XPR1 EIF4A2 KCNH2 NKD1 USP3 LIN9 NFS1 AZIN1 NDUFAF3 PCSK2 BCL11B BRD1 FLRT2 LRRC42 ATRN TSHZ1 PPP1R10 AFF2 MID1 MARCHF3 MEF2D LRP1 HOMEZ GRIA2 ERBIN LRRC3B MPC1 ZBTB2 MAT2B NR5A2 AKNA EIF3J FOXN3 ZNF583 GRIK1 THRB SKIDA1 AP1G1 JAG1 ZIC1 PNN TBC1D15 SLC49A4 TGFBI VEGFA SRRM1 SCRT1 FNDC3A TMEM135 KCND2 STK24 ARID1A DCLK2 RNF138 COL1A1 DCUN1D3 FGFR2 HMGB1 PHLPP1 PCDHAC2 PCDHAC1 RASAL2 GMPPB TMX1 CEPT1 MTCH2 RAD51B TFEC DENND6A SYAP1 PCDHA10 CLASP1 PCDHA11 PCDHA12 DYRK2 PCDHA13 NOVA1 AXIN1 RFX4 LPP MAFB GABRA5 NEUROG2 HDAC4 SLC4A10 PDE7B HOXB2 RNF152 ZIC4 HOXB5 PNRC1 SRRM4 LRATD2 UHRF1BP1L HECW2 GPBP1 C11orf45 DICER1 PLEKHB2 BZW1 TRIM8 HMGXB4 ACTR1B DBR1 POU4F1 CHUK RABL3 RUNX1T1 MAN1A1 PRKCE PURB LDLRAD2 DDR1 ATP6V1A EYA1 KPNA4 SPAST ING3 RTN4RL1 UPP2 HECA METTL17 TMED7 NPAS2 CHD1L TMED2 TSC22D4 MAP3K2 ZC3H12B CDK19 INPP5D COBLL1 FAM120A ERG ZFC3H1 TMEM266 DACH1 TMEM47 ERLIN2 KAT2B SP7 ADGRF5 ATGCACG_MIR517B http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGCACG_MIR517B MORF4L1 SRSF10 IRF2BPL TBX15 CAMK2G ADNP2 MORF4L2 CABP7 LEMD3 PHF20 DGKH NRXN1 NR4A3 SRSF1 PRDM8 ERC2 MEIS2 ZEB2 CERS1 TOGARAM1 CCACACA_MIR147 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCACACA_MIR147 C6orf120 PNPLA6 SLC44A1 CTDSPL CYP2S1 ZNF451 SHOC2 SSR1 JMJD8 PDPK1 ANK1 SEMA3F ACOT11 DLG4 ROBO2 GRID1 PPP2R1B RECK ADIPOR2 MECP2 MYLK2 SLC25A51 PURA INHBB POGK MNT SNRPA STC1 MAPRE3 CAMTA1 RAD23B TRIOBP HDLBP MAL2 TIPARP NR3C1 GPRC5B GCN1 ZEB2 GOLPH3L PPP4R3A NFAT5 PCMT1 LIMD1 UBTD1 BCOR DHX57 CAPN6 DNMT3A PLP1 KLF7 DHDDS CREBBP ZNF827 ACLY ATP1A1 CREB5 NEUROG2 CYP20A1 MAPKAPK5-AS1 RGS3 CREBRF AHCYL1 TAATGTG_MIR323 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAATGTG_MIR323 SEPTIN3 EIF3J PITPNA FAM20B STK35 STAT5B MYLIP NT5C3B ZIC1 WTAP CXCL12 RAB1A HS2ST1 HOOK3 TOP1 YEATS2 DHX36 SLC4A4 TBPL1 CUL1 LRRC4 SATB1 CCDC117 ZHX1 SRSF1 PPARGC1A TGIF1 PPP1CB SLITRK2 ADAMTS6 MAP4K4 CCDC6 DCUN1D1 NDEL1 UHRF2 TRIM33 FNBP1L ZMYM2 VGLL3 CSNK1G3 VPS26B RAB10 CAMTA1 CLCN3 IRF2BPL QSOX2 SUCO CHCHD4 RPGRIP1L ACAT2 KCNJ3 HOXA1 CEPT1 STX12 DDX3X ZEB2 HEXIM1 ENTPD5 CLASP1 ASF1A FCHO2 BORA FGD4 MRC1 ARGLU1 LPP ATP11B TEAD1 NSD2 SETD7 NR4A3 ARFIP1 USF3 NKAIN2 INTU FANCI PCNX2 CDKN1B SEMA6D EBF3 HOXB5 ULK2 PKP4 ZNF318 TMPO TMOD1 OSBP C16orf72 NUAK2 MARCKSL1 CPEB4 KDM6A GJA1 NFKB1 CBFA2T3 LARP1B WBP2 AUH PAK5 RANBP9 ARHGAP20 DIP2C FAM135A SLMAP POU4F2 TGFA TOP2B EGR3 G3BP2 PCDH9 PPP4R4 RADX ANKRD27 PJA2 UBE2O CCND1 RAB11FIP2 HIPK1 NRK MAPRE1 KPNA3 KPNA1 REV3L DPF2 SMARCAD1 BTAF1 RNF214 USP9X BET1 LCLAT1 NFIX FEM1B NUFIP2 NPR3 TMED7 SUMO1 ZDHHC21 GPM6A MAP3K3 PTK2B POU2F3 NFAT5 ZC2HC1A FBN2 TNRC6A PDCD10 AKIP1 CREB1 ANO4 FBN1 AFF4 SPSB4 ANKHD1 UBL3 RSBN1 RPS6KA3 MCFD2 PHF21B USP46 ZBTB2 CRK RCN1 TTCCGTT_MIR191 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTCCGTT_MIR191 NDST1 AP1G1 AMMECR1L SOX4 AMMECR1 NRCAM ATP2B2 BDNF WWP1 PLCD1 TLX3 BRMS1L PHC2 EGR1 CEBPB TAF5 OXSR1 FZD5 NEURL4 FOXP1 TJP1 LIN54 CCND2 RNF139 TMOD2 ZCCHC24 MAPRE3 MAP3K12 GAP43 AGTGCGT_MIR521 http://www.gsea-msigdb.org/gsea/msigdb/cards/AGTGCGT_MIR521 NCDN HOXB6 DNAJC5 HNRNPA2B1 NPAS4 TNRC6B CAATGCA_MIR33 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAATGCA_MIR33 MORF4L1 ATP1B1 CDK14 MORF4L2 CREBZF GPR88 CDR2L MAP3K7 SLC25A25 USP32P2 PAPPA BTBD2 OGT SEC24C LGI1 KCNMA1 ZNF281 RAP2A ESCO1 IRS2 SATB2 ARID5B SOX11 MMP16 CDK6 HMGA2 PPARGC1A PURB ZCCHC14 CLPX MAP4K4 ANKRD29 SLITRK3 NAA30 HIPK1 HIPK2 PDGFRA SGCD CNTN4 ST18 KPNA4 PTGFRN KPNA3 USP6 MECOM CAMK2G MDGA2 NFIX ABCA1 NUFIP2 HADHB KCNS3 FBXW7 MEIS2 SNRK CALML4 MAP3K3 BCL11A RLIM PRKAA1 OLFM1 USP32 MLLT3 SREK1 EEF1A1 ICA1 B3GALT2 MRPS25 SLC12A5 NR4A2 DPYSL5 ACACA SMG1 SETD7 GRIA3 EN2 CASC3 DONSON SHANK2 CNNM1 SALL3 YWHAH NPY NAA15 CSNK1D EPHA8 PRICKLE2 CHN2 PARP6 SCN8A TMEM86A FBXO33 CACNA1C GTAGGCA_MIR189 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTAGGCA_MIR189 MTSS1 E2F3 RBM33 BPTF FAM98A KCNAB1 PPP2R5C TRIM14 ACTR2 GPHN BTBD3 BCL6 RNF149 SCNN1A IGIP SRPK2 ARHGEF2 MBLAC2 SEC16B FMR1 SPTY2D1 GZF1 SGMS1 CAPRIN1 SLITRK1 NCOA3 KPNA4 MOSPD1 METHYLCYTOSINE_DIOXYGENASE_TET_UNIPROT_A0A023HHK9_UNREVIEWED_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/METHYLCYTOSINE_DIOXYGENASE_TET_UNIPROT_A0A023HHK9_UNREVIEWED_TARGET_GENES PPP1R12A SPHK2 HAGH RBL1 GEMIN5 TMED2 HDAC6 RPL3 RANGAP1 PRMT5 GSPT1 CLUAP1 PLEKHJ1 ERLIN1 FRG1 PSMD9 BNIP1 INO80B CTH IPO13 TNFAIP3 TMEM39B GTF3A TXNDC17 DHX30 RFC3 IER3IP1 DOCK10 ZDHHC4 DGKB SECISBP2L SETDB1 SFXN5 AGTR1 SLC30A5 POLE3 INPP1 NBAS ADAMTS3 ABHD6 DUS2 GUSB TSNARE1 DCAKD CCDC106 ATR CHMP6 PXMP2 MUC20 COX5A FAHD1 UBOX5 C15orf61 TMEM116 RNA5SP145 RNA5SP267 RNA5SP455 ATP1A1-AS1 MT-TF MT-TW MT-RNR1 CTAGE1 DNAJC9 TSPAN4 FASTKD5 CROCCP2 SNHG7 LINC01378 RNA5SP351 SMIM15-AS1 IGHV3-76 AL356022.1 NIFKP4 MIR3123 INO80B-WBP1 FRG1HP TFPI SYT7 PFKP SRCAP PUM3 ERP29 TRIB3 BMF SNX16 EEF1D TMEM248 GALNTL5 HOXB3 MND1 ATP7B ATPAF1 PLCG1 WDR24 METTL25 COL5A1 NPHP4 PODNL1 MYH11 C1QTNF6 USP30 RNF185 UBE2Q2 MCTP2 RPRD1A TBCD FGD2 UTRN RBMS1 AZIN1 GPR61 ATAD2 SYN2 C9orf43 B4GALT5 INTU EGFLAM HSPA12A RAB4A PTK2 CHD3 ZNF440 RNPEP POLE POLR2L AL162595.1 NDUFV2 TIGD5 RCC1 TRAK1 MST1P2 ZFP69B SPRED3 ATAD3A TEAD4 MT-CYB MTCO3P12 MT-ND2 MT-CO1 MT-ND1 KIAA0753 PPP1R10 ATXN2 NYNRIN MT-TL1 MT-TI MT-TQ MT-TM MT-TA MT-TN MT-TC MT-TY PRELID1P2 NBPF1 MTCO1P17 NANOGNBP1 LINC00511 CCDC183-AS1 AL669831.3 RPL30P16 HOXB-AS3 NENFP1 CNTFR-AS1 RPS14P8 AQP1 RN7SL98P FRG1-DT LINC02173 LINC01596 USP17L18 RNU6-430P DNAJB6P5 IQCH-AS1 AC093249.6 SNORD43 MIR4486 FRG1CP IGLV5_37_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/IGLV5_37_TARGET_GENES CRLF1 PAX6 BAIAP3 DNAJC11 CYB561 SEC62 SLC45A4 RRAGD TBPL1 PEX3 RIPOR3 CTNNA1 POLR2B COL9A2 CAMK2B LIMCH1 SPA17 RRP15 CLEC2D SPTB SMG6 NDST1 ASIC4 NUAK1 BAZ2A RAP1GAP PAK3 FGFR1 KEAP1 PTPRH AP4E1 TCF7 COL16A1 LAT2 LTBP4 FLT3LG IL11 HDAC10 SALL4 TIMP1 SETD6 FA2H PPP2CB HPN SSBP1 TMEM248 ELAVL2 RUNDC3A PSMD3 CDK5RAP3 TBC1D19 ZBTB16 SIAE EHD1 NRXN2 KRR1 CILK1 RARS1 BNIP1 FRMD4B MRPL3 HEMK1 KANSL3 NDUFS7 STAT1 EFHD1 ZBTB17 NSL1 HOXB5 TGFBI KDM3B PDLIM2 LHX4 FLT3 HOXA7 SLC25A51 COL21A1 MBOAT7 SLC2A4RG SDCBP2 METTL25 VGF ALDH1A2 PRKCSH ATP8B3 USHBP1 ZNF337 GFAP NFATC1 PRKAB2 ENAM TRIM47 CCDC59 ARL8B FAM189A2 FBXL8 VPS36 GPNMB MYC YAP1 PPCDC PDE5A GSTCD INTS12 ALG10 C1RL LRIG3 INHBE OSGIN1 CFAP74 PADI1 MTF2 RAB13 OSMR EGFR ATP6V0D2 GSN FRA10AC1 HNMT THRB ANKAR MRPL39 ANKRD40 SUPV3L1 SEC13 ATP2B2 FZD1 CCAR2 RCAN1 GPSM1 CDC42EP3 NIPAL1 PRICKLE2 ZC3H12A F2RL1 NSA2 GFM2 SHH NOS3 GFI1B CASP7 PKD1L2 ZNF3 CERCAM MYO5B CCDC88B ZCCHC4 NSG1 E2F6 IRS1 MRPL1 NSG2 NUDT9 PRKCE BCL2 RPS7 LRRC15 TEFM MRPL13 AGFG1 NET1 PDZK1 POLD4 ETV4 WSB2 GRIN1 NIM1K GBA SRRM3 DMAP1 PLEC P4HTM FOXE1 CUEDC1 UBE2E2 CCDC159 SF3A3 GRIN2A MX2 TBL3 ADAP2 SRPK3 COLEC10 TXNRD2 CDCA2 NOTUM FAM131C PBX1 PTCH1 CIDECP1 C1QL4 EXD3 AGRN NOXA1 ENTPD8 ADAT2 ALKBH2 HRCT1 S100A2 MAML3 PIWIL2 COL13A1 LHFPL5 SPRED2 CNGA1 MDM4 CALM1 ZNF521 CCDC152 TATDN3 FANK1 VWA7 ZBTB10 LINC01460 C21orf62-AS1 RNU6-821P PRCD STARD10 AC141586.1 AL583835.2 SYCE3 RAET1K SLC12A8 MIR3681HG POT1-AS1 WEE2-AS1 HECW2-AS1 CRPPA-AS1 HOTAIRM1 LINC02599 LINC01283 TFPI2-DT MCF2L-AS1 LINC00607 TRBV30 AC008040.1 LASTR NR2F2-AS1 GDNF-AS1 LINC01438 OSMR-AS1 RN7SKP11 MAILR HOXA-AS2 MIR100HG PRECSIT AL133153.2 CCDC187 DKFZP434A062 ROCK1P1 SEPTIN4-AS1 BAHCC1 RUNDC3A-AS1 ARL14EPL DUSP5-DT RAB7B MIR8078 CYP26B1 GAS7 STAB1 HIVEP2 CCDC88C FHL1 APBA2 CLEC16A STAU2 RTN4R ADAMTS6 ELN COL23A1 TRAPPC3 SYNE2 KCNH2 DGKG TBC1D1 NGEF EML1 ATP2B3 FGFR3 NEDD4 TRIB2 MOV10L1 GLI2 CLASP1 CELSR1 FSCN1 WDR62 TPD52 TRAF4 ARHGEF1 MAP2 TP73 MEF2C SMARCD3 DLG3 BCORL1 THPO CHRD SLC26A4 SEMA6A COL9A3 RFFL CYP26A1 ASB2 NFKBIA ABHD12 JAG1 AHCY SMAD7 TBL1X ATP11C BMX UBL4A KLHL4 FGF9 MMP15 FAM189A1 SGK3 NEFM TNNT1 TYK2 CLEC11A LIG1 ZNF175 TFPI2 HOXA1 LFNG GRB10 EPHB6 MOGAT3 LHX6 KCNT1 CXCL12 PALD1 ZMIZ1 HGFAC PDHX ELMOD1 NT5DC3 ST8SIA1 FAM120B TENT4A FGF1 TFDP2 WNT5A COL7A1 TLX2 ID2 THADA VAX2 HPCAL4 MFAP2 CCND2 GJA3 ANXA11 INHBA CNTFR TCP11 AHNAK SH3TC1 CITED1 MCF2L RHOT1 HIVEP3 CPA4 FOXP2 FLNC FOXA1 AFDN SSBP4 IQCN LSP1 TNNI2 ARHGEF16 CLIP1 GSE1 ACAP3 RARA MYO18B FAM83F AGAP3 AMPD3 NGF LPIN1 ETS1 NREP DTX1 PRPH RAB11FIP5 COG2 NIBAN1 PLXNC1 TNS3 IL6 TBR1 NIBAN2 DAB2IP STXBP1 KIF12 WDR38 IRF4 NUMA1 POU2F3 ARHGAP20 MYOF DUSP5 HECW2 DENR TTC6 HMG20A USP3 NTRK3 ABCC12 SAMD1 MYOM3 ILDR2 KCNH1 KCNN3 C1orf43 CDCA7 HES6 SLIT2 PNRC1 SLC12A9 CNNM2 ALDOA TLCD3B BTBD11 ZNF827 VENTX PTPN14 PLOD2 LGI2 FRMD1 PLEKHG4B CFDP1 UBASH3B WNT3A ADAMTS1 HTR5A FCSK CACNA1D ERG CABP1 PAFAH2 GRHL3 RNF166 DMTN NDUFS2 PAXBP1 RUNX1 PADI4 LMNA FBXO27 AQP5 SHANK2 ATF3 LRATD1 CCDC140 CHCHD4 SUCLG1 HHIP RHOBTB3 CTSB SBSPON MID1IP1 AQP7 FAT3 LARGE2 LMO1 NNMT MYO1A GREM1 IGF2 CDK12 PPP2R3B RCOR2 PLAAT5 GNG4 BMP1 ATXN2L CHRM1 STXBP6 CPLX1 ROR2 MN1 BNC1 PROKR1 WNT10B SMAGP NPTX1 ENC1 PWWP2B MTBP GNB2 LRRC20 MYEOV RHOD ADCY5 PTPRM PHOSPHO1 CNTNAP2 CTBP2 OR51F2 CASKIN2 CRACR2B TMTC2 GATA2 SSC5D ZNF609 HOXC9 BEGAIN EPHA10 BCOR CHEK2 ACTG1 LINC00315 ADSS1 KRT5 BPIFB4 BCR ZNF395 PDCD1 HMX3 SPRED3 SKOR1 S100A14 SH2D5 ELAVL3 ZNF775 AFAP1 PLXNB2 NF1 SLC22A5 DACT3 KLKP1 HOXC6 ADAMTSL2 HES5 AFDN-DT NRARP BRINP2 RYR3 GRK5 FOXB2 TMEM240 EXOC3L4 FAM183DP RNU6-1039P RNVU1-30 MIR124-3 TRAJ52 TRAJ7 RNU6-1177P KRTAP2-3 RPL6P25 DDX47 HMX1 TAFA5 MIR1249 RN7SKP192 LINC01778 LINC01615 LINC00205 HAGLR LINC01389 TSBP1-AS1 ZNF503-AS1 LINC01776 LINC00390 TBCAP1 LINC02611 LINC02798 MIR663AHG CYP1D1P THRB-AS1 ATXN1-AS1 SERPINB9P1 TEX48 LINC01363 DLX6-AS1 FAAHP1 LINC01701 GRHL3-AS1 SEC1P UBE2E2-AS1 FANK1-AS1 LINC02609 LINC01122 KCNH1-IT1 MIR155HG THRA1/BTR NKX1-1 GSN-AS1 MID1IP1-AS1 LINC01119 CPHL1P LINC02614 EEF1A1P25 RPL5P11 LINC01213 DRAIC HNRNPA1P65 GAPDHP70 NEUROG2-AS1 LINC02762 KIAA1210 COQ10BP2 SNORA108 RNU6-1291P RNU4-60P TRNP1 AP5B1 NPIPB8 MIR9-3HG AC025154.2 FAM204DP LINC01579 LINC01568 FIGNL2-DT LINC02846 EPPK1 LINC01686 SMIM36 MIR193BHG MIR4425 MIR4692 MIR4655 MIR2681 LINC01775 FENDRR IKBKG CD24 MIR6782 SRCIN1 PAUPAR BDP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BDP1_TARGET_GENES LASP1 RBM5 DVL2 FAM214B COPZ2 ARHGAP44 CD79B ST7L PKD1 NISCH MKS1 DPF1 WIZ MAN2B2 MDH1 SLC38A5 HGF ZFP64 FHL1 ZNF839 NR1H3 B4GALT7 BRD9 SNX1 GRN MYOM2 EDC4 RIPOR3 PHKA2 CP ANO2 HDAC9 SNX29 VPS13D PER3 RCN1 DKK3 MPHOSPH9 ATG5 CROCC POLR3E TBXAS1 MXD1 BCAT1 HDAC7 MRPS35 HIPK2 SNX24 ABCA7 AP3D1 DGKA ERBB3 PACC1 TBC1D1 TRO PRKCZ PDZD4 IFT80 ERLEC1 SMG6 DGCR2 WIPI1 EIF2B3 TCOF1 CYBRD1 ADGRL1 MARK2 CHFR FRY CDHR2 DPP8 ZNF532 MYDGF RASAL2 SLC25A3 FNDC3B FOSL2 ACTB TPD52 NT5C2 TP73 DNM2 CRYBG3 RIF1 RDH8 EXD2 EPB41L3 SEMA5B ITGB5 TRPM3 PALB2 ITGAE RPS5 AGBL5 CAD MAST2 PPEF1 PSMC5 AURKA RFX2 CRLS1 MAPKAPK5 KDM2B CFAP61 GCN1 RPH3A DDX24 NECAP1 SPTLC1 YPEL3 MRPS33 STRN4 PLEKHG2 PITPNM2 SEMA4G MYO3A HSP90AB1 ABLIM1 NRP1 KCNK6 CECR2 BCL2L13 CABIN1 SF3A1 PPM1F GCAT HMGXB4 BIK CBX7 GRAP2 PRMT5 ZFYVE21 BDKRB1 PSME2 ABHD12 RAB5IF CSTF1 CRNKL1 MROH8 CEP192 BEX4 ARHGEF7 MGRN1 TSNAXIP1 TANGO6 COG4 FBXO31 UBE2I CPPED1 SLC6A2 LACTB RAB11A BMF EIF3E DCTN6 CGB2 DOT1L AKT2 BBC3 ICAM5 RABAC1 PRPF31 TFPT RPL18A PON3 DNAH11 GRB10 STX1A PTCD1 SNX8 TFR2 IMPDH1 AGFG2 PLOD3 AEBP1 PSMD3 INTS2 FTSJ3 AKAP10 CYTH1 LGALS3BP COL1A1 DPH1 GABRA4 GAB1 DNAJC4 FOXRED1 PPP6R3 COMMD9 AMBRA1 CD81 SOX6 TNS2 LTA4H LTBR OGFOD2 RERGL ADGRD1 CHD4 CDCA3 RBM24 GMNN HBS1L PTK7 EXOC2 CEP72 MRPS27 CERT1 FAF2 PPP2CA SMC4 HGD OGG1 COL7A1 VIPR1 EIF4G1 NRBP1 ASB3 APC2 NDUFS7 AUP1 HTRA2 IGFBP2 STK25 SOS1 C2orf42 TIA1 ARID3A RPL22 S100PBP CRYZ MRPS15 C1orf109 SIPA1L2 MFAP2 VAMP4 RPA2 KMT2A UBE3D ANKRD13C ARMC2 PPL NDUFB3 ALG2 DCAF4 TGFB3 IDE WBP4 CHRNA2 PEX16 POLK ANXA11 SLC66A2 BBS9 HOXA7 POLM SMU1 DCAF10 ADGRE5 IKZF4 SLC12A5 STAU1 WRNIP1 RPS10 MAD2L1BP RUNX2 GGA3 NT5C PPP1R12C LINC00029 PSD4 VASP GZF1 SNRPB2 ITPA ID1 XRCC3 RBM42 RHOJ PLEKHG3 PRDM7 TRAF2 MACF1 METTL25 AKAP9 SEM1 SPINK2 DGCR8 A4GALT LRRC17 ARHGAP22 ARPP19 CALML4 PSMA1 ADCY4 AJUBA PARP2 HEATR5A MAU2 SAFB2 PXDN IQCN LAMA5 POMT1 METTL26 MRPS25 RBSN DIAPH1 NDFIP1 C1orf159 STARD3 CHD1L CLUHP3 DCAF15 LRRC41 RAF1 HSD17B7 ENOSF1 SCLY TBC1D14 GRSF1 WBP2 RAB25 ZBED3 FBXO44 MPRIP PDE6B MACROD1 KRAS CCDC59 MICAL2 DPF2 MEN1 PEBP4 GSTM5 GRHL1 IAH1 IL2RA YARS1 POGLUT2 TAOK3 USP30 SRPK2 CEP162 PHF21A FAIM2 KRT7 MDM2 COG2 GLUL RAC1 TEX2 GYPC CDK5RAP2 STX17 LRRC32 KNL1 BCAR3 CYP1B1 LRPPRC SMARCAL1 CARF SHF PPP3CA GABARAPL1 FGD4 CLSTN3 POC1B TMEM132B MYG1 LPAR6 ESD CLBA1 WARS1 NIPA2 DUOXA1 HDC CYP11A1 POLG MYLK3 ADAD2 IRF8 RPS2 NDUFB10 TCF25 GALNS RANBP10 WRAP53 CEP131 DYM SMAD4 ZCCHC2 FBXO15 ERBB2 ARL5C MISP3 FEM1A VAV1 MVB12A DPP9 OR1E3 ANXA9 GABPB2 UBAP2L ILF2 ETNK2 WDPCP RALB NT5DC4 RHBDD1 DIS3L2 TAGLN3 CORIN USP53 CRHBP FBXL17 ATG12 FBXO38 BOD1 TRIM41 MAP11 ZMYM3 NXF3 RADX STAR ALAD CAMK2G DNAJB12 TCF7L2 ADAM33 KAT14 TMEM25 CNBD2 CWC15 DCUN1D2 FOXO1 ANK3 DIP2C FAM177A1 EPS8 QTRT2 FLI1 PDE3B SAR1B ANKRD29 LRRK1 C10orf90 CCDC174 CXXC1 VOPP1 KDM8 MIDEAS CCT8 SORCS3 FBRS NMNAT2 ATP2B2 CACNA1D PANK4 EXTL1 RNF207 TSR2 CDA DMTN FBXW5 LAD1 CELF3 ZDHHC1 ATP6V0D1 ZFYVE28 CCDC107 GNE DIP2A S100A1 VPS11 LMNA CPSF4 VPS28 FBXL13 DMKN PLXDC1 MPP3 EIF4A1 CYB561A3 GNG3 COA7 TYW3 AXDND1 PUS10 PEX13 LYSMD1 SCNM1 VPS72 DHX57 NIPAL1 NFASC IL17RE U2SURP CCR1 RFC4 ADGRV1 RHOBTB3 ACSL6 SEPTIN8 USP49 PGAM2 SUN1 CA3 INTS1 FMC1 MYORG GAPVD1 TMEM63C TAF3 COMTD1 PACSIN3 TAF1D TCP11L2 GPT2 RPUSD2 HSP90B1 PCLAF NAV2 ANKDD1A DCTN5 SLC27A4 NOD2 ENGASE ZNF668 TPM4 NIBAN3 ANKRD11 CORO6 TUBA1A TTYH1 TRPV3 MIS12 RAB26 MLST8 BSCL2 LTBP3 GLYCTK DNAJC7 ACOX2 HJV DDX19A ANKRD49 PTPN9 ZEB2 HEXD FASN CHD3 GLB1 FRMPD2 STAT2 GSTA4 NDUFA3 KYAT1 ZDHHC16 KRT19 PTGER4 S100Z TCEA2 PRNP ATPAF2 MCRIP2 C2CD2L PPP1CA RAPH1 ADCY5 GLRX SLC2A14 RNASE11 XXYLT1 CBY2 MGA PIGG PRPF8 ZHX3 ATP2A2 IQCK B4GAT1 RIN1 CEP135 RSRC1 PTDSS2 CTDSP2 MED16 GRAMD2A ARL10 DENND2C SMIM19 SLCO3A1 WDR25 MAP3K19 RUFY1 WSB2 PXMP2 C8G THAP4 POLE ZBTB38 SAMD12 C12orf54 CD151 TMEM94 FLII CCDC184 AP3S1 GRB2 IMPDH2 TMEM11 HTR1A H1-8 CTC1 SNX18 ALOXE3 FJX1 DNHD1 RNF227 ZADH2 FCRL6 OGFOD3 MRPS23 TNFSF15 GINS3 RTKN2 TMEM259 SHMT2 SPACA6 SRPRA HMGN4 ZNF320 CSMD1 EP400 TANGO2 GAPDHP30 TUBA8 CNTN2 PDE4B OR4C10P HSF1 HGS TARS3 FAM174B ZFP36L1 SRL KLHDC8B GSAP KDM4D CYP4F3 ARAP1 ERCC6L TMPRSS6 H1-7 TCEA1 CCDC157 PLA2G2C TPRG1 MORN2 WASF4P NBR1 SKOR1 DHFRP1 ZNF292 ZAR1L S100A13 KIAA0895L MPHOSPH8 GREB1 SFTA2 S100A5 TRAPPC2 TOMM7 NF1 ZNF418 SIPA1L1 DMBX1 CDC42SE1 ZNF69 ZNF568 NCOA6 FAN1 LRRTM3 MTCO3P12 INPP5F HMGN2 R3HDM4 APRT RNA5SP46 VTRNA1-1 RNA5SP145 RNU6-992P RNY1 RNU6-7 SNORD48 RN7SKP178 VTRNA1-2 RNU6-8 RNY3 VTRNA1-3 CAPN8 SNHG32 VWA7 MICB PSORS1C1 DDR1 RACK1 LINC01556 RANBP17 INSYN2B CDKL4 NAP1L4 CPT1B CATSPER2P1 CFAP99 RNU6-1 SNORD21 RNU6-2 RNU6-9 MIR222 MIR154 MIR616 SACM1L TRAJ57 TRAJ45 RNU6-244P KRTAP16-1 KRTAP4-11 RPS29 ANG IFRD2 TPM3P4 NPEPL1 TMEM167B TNFRSF25 MIR190B SLC25A6P6 CD83P1 H3C9P RNU6ATAC DPP3P2 HMSD SLC12A8 RNU6-855P RNA5SP221 LINC01615 SNHG14 HCG14 TNK2-AS1 RASAL2-AS1 LINC00240 OSTCP2 LINC01980 LINC01623 LINC01729 NOL7 MTND3P1 HNRNPA1P3 AL138826.1 HMGN1P24 FDX1P2 PSME2P6 RNF11P2 LINC00352 HCG20 LINC01013 BX284668.2 LINC00200 AC013460.1 XIST LIMD1-AS1 RBMX2P4 HSBP1 AC007098.1 AGBL5-AS1 LINC02723 MAP1LC3BP1 FAAHP1 TMA7 LINC02181 LIF-AS1 PET117 AL050403.1 PLCE1-AS2 FTH1P6 CCDC144NL-AS1 LINC02609 NENFP1 RNASEH2B-AS1 H2AZP6 TRBV22OR9-2 RAD1P1 ID2-AS1 BRD3OS PPP1R3E AC087294.1 TRIM60P19 B3GALT4 RHOA-IT1 EEF1GP7 AP001189.1 LINC00608 MTND2P40 BCYRN1 RPS26P41 ANO7L1 H3P2 LINC00317 RBM43P1 STPG4 CPHL1P COX19 RN7SL794P RPL36AP40 MIF RN7SL459P LINC02024 LINC00635 MECOM-AS1 ATP5PO RPS14P7 RN7SL40P GLYCTK-AS1 GUCY2GP PTPRVP RPL32P20 LRRC77P OR9N1P RUFY1-AS1 LINC02453 LINC02709 LINC00461 CASC8 NR2F2-AS1 LINC01962 PCP4L1 FLJ42969 LINC02428 HIGD1AP3 SUMO2P6 AL139353.2 P3R3URF ZBED3-AS1 MALAT1 RNU6-1102P MIR892C RNA5SP67 RNY4 RNA5SP206 TUG1 SPON1-AS1 DNAJB6P1 LINC02739 SNHG9 AP001107.9 LINC02684 ZNF432 ZNF225 AL132780.1 ZNF578 AL132780.2 SYNJ2BP-COX16 RNASE4 EHD4-AS1 LDC1P VN1R67P AC099506.1 LINC02473 LARP4P LINC02136 DKFZP434H168 AC124068.2 LOXL1-AS1 AC005695.1 ZNF213-AS1 MIR4515 LINC00667 RN7SL531P MIR4762 MIR3929 RN7SL783P TXNIP MIR3908 MIR4274 LINC00663 ZNF56 LINC00907 CGB1 COX6CP7 ZNF587B ERVV-1 RMRP VTRNA2-1 RPS10-NUDT3 LRRC37A9P MAN2A1-DT AC026979.2 SNORD96A AFAP1-AS1 JMJD1C-AS1 AC009275.1 CWC25 SNORA78 ZNHIT3 RN7SL2 AATF MIR6500 RNA5SP440 RN7SL1 RPPH1 RNA5SP531 DDX52 SNORD115-7 P3R3URF-PIK3R3 GHET1 MIR4521 RN7SK ZSCAN5C_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN5C_TARGET_GENES KDM1A CREBBP MED24 CD4 RTN4R LIMA1 ATP2B4 YBX3 TM7SF3 MYLK ELP1 RHOBTB1 EIF4G3 WDR62 RFX3 GSK3B MECOM TPX2 PITPNM2 SEMA6A CREM VCPKMT PAPLN NFATC2 VWA8 TRIP4 TTC23 BRF2 TRMT1 ICAM4 TMEM147 SIPA1L3 HBP1 HOXA5 TMEM248 DRG2 MRPL27 NFKB1 FOXM1 CDK2AP1 CNOT2 BACH2 ARRDC3 PDE4D FRMD4B KDM3A PARK7 DNAJC6 NSL1 ARID1A ABITRAM PTPA HOXB3 ECD SLC25A16 BTN2A2 BFSP1 DSTN ASPHD2 ALDH1A2 CLIP1 ZCCHC9 CCT6B SLC38A2 KCNK1 SPRY2 SCRN1 TTC5 FAM149B1 ASCC1 BMPR1B GSTCD INTS12 DUSP6 TBCD RERE TIPRL GABPB2 FEM1C ATXN7L1 TLK2 ITPRIP HSD17B12 FARP1 ENAH EME1 NSMCE2 SPPL3 IFNAR2 ZDHHC12 WDR26 F2RL1 SLC35A1 DLC1 SUN1 PCLAF NXN ZNF608 CRTAP TBCA MLLT3 ZNF217 ZNF131 MTLN DLEU1 BDNF NCKAP5 TGIF1 TWF1P1 CCDC66 C6orf58 TSPYL4 KAZN HMGB1 MRTFA MVB12B CDC42SE1 ZNF460 H4-16 VTRNA1-2 TATDN3 RNU6-535P MIR194-1 SOGA3 LINC02085 AL441992.1 PDCL3P6 AC009518.1 NACA4P HOTAIR EXOSC10-AS1 CCDC192 RFX3-AS1 HOXB-AS3 LINC02609 LINC01392 TMEM147-AS1 LINC00886 RN7SL385P LIFR-AS1 CKMT2-AS1 SLC2A9-AS1 MALAT1 LINC02172 MIR1273C MIR3650 DCP1A SMCHD1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SMCHD1_TARGET_GENES TSR3 ALG1 USH2A CTSA GNPTG NAGPA GLCCI1 CXCL12 INTS2 CNTN3 LRIF1 NEURL2 AUNIP SLC14A2 ITGA7 BLOC1S1 RABGGTB CEP170 RPL7L1 ASTN1 SPOCK1 TMEM68 METTL15 WASHC2C ALG10B SLCO3A1 HTR1A ZNF572 PCP4 WASH3P LAMP1 PMS2CL POTEH MT-ND6 MT-CYB MTCO3P12 ZNF521 RNA5S17 RNU6-1 MT-TF MT-TE MT-TT MT-TP MT-RNR1 TRAV5 TRAV10 TRAV13-1 NBPF1 RN7SKP26 RNA5SP60 SNRPD2P2 GAS1RR UQCRBP2 TRGV5P LERFS LINC02888 FAM21FP ERICH2 RPS23P5 OR2A1-AS1 LINC02372 LINC01596 USP17L18 AC110741.1 AC090200.1 LINC02684 LINC01571 LINC01570 ROCK1P1 MIR5002 BNIP3P8 FRG1EP ZSCAN5B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN5B_TARGET_GENES SYPL1 ZNF839 POLR3E NDC1 AGBL5 DZANK1 PRMT5 FBXO31 RAB11A LTA4H NDUFS7 C2orf42 TIA1 PARP2 METTL26 LRP3 POLR3F GARNL3 KNL1 BCAR3 SHF POLG MAP1LC3B DPP9 ILF2 TRIM41 C8orf37 CCDC107 PLXDC1 STK17A FMC1 HJV GSTA4 MCRIP2 RNASE11 B4GAT1 MED16 STAP2 ALOXE3 TMEM259 HMGN4 VTRNA1-1 RNY1 VTRNA1-2 LINC01556 RNU6-1 RNU6-2 RNU6-9 SACM1L RPS29 ANG RAD51AP2 RNU6ATAC HCG14 LINC01623 LIMD1-AS1 LINC02453 RNY4 LINC02739 AP001107.9 RNASE4 LINC02136 AC124068.2 VTRNA2-1 RN7SL1 GHET1 MIR4521 RN7SK LASP1 MYNN PPEF1 PPP6R3 NCOA7 SMARCC2 H4C8 SLC27A4 HSPA6 VTRNA1-3 H3C9P AGBL5-AS1 AL132780.1 FMC1-LUC7L2 RPPH1 PSMB3 AHRR_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/AHRR_TARGET_GENES AK2 HCCS SLC25A5 RPAP3 IFRD1 REV3L NISCH IDS NME1-NME2 CD22 MDH1 RTF2 PLEKHO1 NR1H3 SEC63 FAS DEPDC1B NSMAF RPL26L1 RETSAT CTNNA1 EPHA3 WDR37 RRM2B LIMA1 SIKE1 TBC1D22A SZRD1 CUL1 VMP1 APPBP2 SPHK2 AHRR INTS13 CDON CTSA BCAS1 IDI1 RHOA FTSJ1 POLR1A STON1-GTF2A1L SRBD1 PFN2 PABPC1 CLNS1A TIPIN FOSL2 MLH1 ARHGEF1 MAP2K7 PPP1R12B SNRPA DYNC1I2 DDX43 SRCAP RSBN1 EXD2 CDC14B ZNF510 NFE2L1 LYRM2 GRHL2 NUFIP1 SLC27A5 SMAP2 BCORL1 RRN3 DIMT1 IPO11 GMCL1 PIR METTL2A MAPKAPK5 GANAB SPG21 HECTD1 NRP1 TOP3B ASCC2 DDHD1 CGRRF1 ALKBH1 SUSD6 RPS6KA5 PPP4R3A DCAF11 RABGGTA BMP7 ARFRP1 HM13 RPRD1B APMAP RBBP8 STAG2 FBXO31 DTWD1 GABPB1 BMF ESRP1 EEF1D KCTD9 ASAH1 KLC3 STX10 C19orf53 ZNF419 FBL SLC1A5 ARRDC2 KXD1 DNAJC2 ADAP1 CAV2 HOXA6 PTCD1 EIF3B RBM28 NRF1 SPIN1 TBC1D13 LARP4B RNF43 TRIM37 DHX40 RECQL5 SMARCD2 C17orf75 GRPEL1 DHX15 TBC1D19 SC5D PTGES3 BCL7A MAGOHB GTF2H3 EIF2B1 SLC38A1 CNOT2 PTP4A1 MED23 PHACTR2 CUTA CUL9 TMEM30A HARS2 APBB3 RAD1 BRIX1 HMGXB3 KAT2B HES1 NPRL2 CYB561D2 C3orf14 SCAP KANSL3 STAM2 ELMOD3 CCT4 HSPE1 KDM3A SOS1 ORC2 NFE2L2 CACYBP RPL22 S100PBP MRPS15 HMGCL ID3 PIK3R3 FAAH NSUN4 CAMSAP2 FASTKD2 SLC16A7 MFSD1 DYNC2I2 RBM18 SLIRP NUDCD1 SIL1 PTK2B PSPC1 LHX4 TBC1D15 SV2C NAA60 FKBP9 ARL4A CIT VAPB PLCG1 ZNFX1 OARD1 RPS10 THOC2 SYMPK BFSP1 MAX FBXL12 METTL25 POR RBM48 PRKRIP1 GAD1 KNSTRN ANAPC13 AJUBA MIS18BP1 DKC1 ZNF331 ULBP3 TTLL9 ARHGEF9 SLC6A6 KIF3A CHSY1 RRP8 PTCD3 CPLANE2 USPL1 GPALPP1 HSPBP1 SLC2A11 COX16 KATNBL1 VTCN1 RBM17 RERG ACP2 YARS1 DTNA WDR36 RNFT2 CCDC146 ADGRB3 SNX14 CD63 ZC3H10 DHX9 MRPL44 TTLL4 DNAJB2 C2orf49 SCYL2 PWP1 LMO7 C7orf25 CIB2 RSAD1 SRSF1 VPS45 WDR33 ABI1 SMC2 KLF4 GOLGA1 DNAJB5 ZSCAN9 TMEM14B NUMA1 PRCP GGH ALKBH8 KIF23 ZNF280D GIPC2 ACTR2 MDH1B SECISBP2L TPH2 NEDD1 GAS2L3 NUP58 ESYT1 VPS33A HMG20A FANCI SEC11A CMTM3 MAP1LC3B NOB1 VPS53 PTRH2 SS18 ESCO1 SECTM1 WDR45B DPP9 PSMB6 NECTIN4 NUF2 RGS5 MCL1 PARP1 WDPCP HSPD1 CNOT9 GOLGA4 RABL3 NCEH1 LPP TCTA CISD2 SSBP2 G3BP1 TRIM41 SNX12 ERLIN2 EBAG9 VLDLR MRRF REXO4 PTGES2 PROSER2 HIKESHI VPS51 NDUFC2 SMPD4BP USP12 TMEM123 MBNL1 PANK1 ADGRF4 CEP112 CCDC174 AZIN1 GTF3C6 OXA1L ADK BATF CDK20 UQCRB AIFM1 CLDN12 VPS26C ACAN PSMG3 AP3S2 CFAP251 TMSB15B PPP1R15B THEM4 ISL2 FAM207A PCNT ZER1 CRTC2 IER2 CPSF4 PSMC2 TTC9C USP1 AKNAD1 AXDND1 PPP1R21 CDC42EP3 TGFA HELQ MRPS18C LRRC58 RPL22L1 PPP4R2 SPICE1 CADPS THOC7 ATXN7 PSMD6 CCNL1 HPS3 ZNF148 TPRA1 PRKCD PGRMC2 APEH TMEM144 PRMT9 CCDC112 TIGD6 CREBRF CDCA7L YWHAZ PDP1 ZHX1 PCF11 AKR1E2 NSD1 TCP11L2 WBP1L ILK IDH3A HSP90B1 SLFN5 SAAL1 COQ4 UGT1A6 COQ7 ZNF23 ZNF668 DHRS13 OTUB1 RBPJ COA6 BMI1 STIP1 CHRM1 SNRNP48 HNRNPH1 UBE2V2 B3GALNT1 DTWD2 ZNF35 ALCAM NSG2 NIPA1 RNF150 TMED10 HARS1 PA2G4 ZNF16 USP32 ZNF581 P2RY6 ATF7IP CYCS AGXT SMPDL3A RELA ADCK5 COMMD1 MFSD4B GPR137 MZT2A PPP1R14B CEP83 SLC25A30 TRMT10C ATP2A2 RIN1 PARL ZNF519 TMEM9B POLD4 SUGCT LINC00476 MBLAC2 TMEM39A EID2B RUFY1 TGIF1 RPRM SAMD12 POLR2L GRB2 MLF1 CA8 CLK3 C14orf28 PIPOX ZNF48 MB21D2 NQO1 METTL23 MRPS23 C5orf24 ERCC6L2 EXT1 GLRX5 PLCB1 RGS6 CEP63 LINC01547 PCBP3 HMGN3P1 UBE2F TM2D3 THAP7 NDUFA12 PPIL6 TEDC1 FAM174B BRWD1 MYBL1 LRCH3 ZNRF1 NUDT17 ESPN PTMA CYHR1 CENPP PRELP SPATS2L SUPT5H ZNF774 AMZ2 SNHG17 ZNF398 ZGPAT H3C12 TBC1D9B ZNF860 STMN3 SIPA1L1 ADH5 NOL8 ZBTB14 ZKSCAN8 DDX39B SLC9A6 LDB1 ZNF652 LRIG2 CAPZA2 APRT RNVU1-3 RNVU1-21 IQANK1 IBA57-DT MPIG6B CSNK2B GPANK1 PPP1R11 AC008429.1 MRPL53 FAM216A AC007389.1 C12orf73 LGR4 HLA-A RNVU1-30 RNU6-9 MT-TL1 HEXA DNASE1 ARL16 FIS1 PEX26 DDX3X TMEM167B CROCCP2 FAM185A VPS52 JPX LINC01623 NOTCH2P1 AC021028.1 LINC00511 LINC02585 FLJ31356 C9orf147 PSMG3-AS1 RPS18 COA6-AS1 TRAF3IP2-AS1 PET117 SNHG7 RPSAP31 RHOXF1P1 SP2-AS1 MAPKAPK5-AS1 LINC01135 HIPK1-AS1 ZNF295-AS1 LINC01275 RNVU1-2 NME1 LINC00886 CD302 PTPRG-AS1 RNF139-AS1 AC124242.1 NEAT1 AP002026.1 AC116535.1 NRAV UBA6-AS1 LINC02268 LINC01962 LINC02762 FAM160A1-DT STAU2-AS1 MINCR ZNF260 AP002495.1 AP5B1 BRK1 AP001107.9 ITFG2-AS1 POLG2 PPP1R14B-AS1 AC079385.1 PRANCR RTEL1 AL132780.2 AL160314.2 AL356020.1 AL133153.2 AL359317.2 UBE2F-SCLY NDUFC2-KCTD14 ZHX1-C8orf76 AC139256.1 TTC39A-AS1 LINC01569 ZNF234 TTC39C-AS1 MIR5093 AC007773.1 AC004596.1 TMEM185A RMRP PPP1R21-DT AC015712.6 C2orf49-DT PPP4R3B SNORA17B FRG1HP RNVU1-2A CEP83-DT PRRT1B NFYA SNX11 CREBBP WDR54 MAP3K9 SCIN PAFAH1B1 JARID2 NADK CELSR3 CSDE1 FYN EXTL3 POLR3B CCDC88C SAMD4A ZDHHC6 RNH1 UBA6 APBA2 HOXC8 ZIC2 RRP12 POLR3E CTDP1 RPL18 ZNF275 TAF2 CNN2 KLF6 RASSF1 HEATR6 TBC1D25 ATP1B3 MAPK6 SLC44A1 JMJD6 AP3M2 NCK2 RPS6KA2 ING3 EED TUBE1 TMEM131 PLD1 GPC4 ARAF RUNX1T1 OSBPL6 AP4E1 HSPB11 KCNK2 OXCT1 STARD7 MYNN CTTN SEPHS1 ATXN7L3 SF3B2 PPP1R13B DYNLL1 ERP29 RCOR1 PLEKHG2 TXNL1 ALKBH5 SUPT16H NANS CYP26A1 BAMBI SRPK1 MRPS18A PRTFDC1 TSPAN15 TTLL12 MYH9 KHNYN PRMT5 TRIM9 PABPN1 ARHGAP5 ZMYND8 SALL4 TTI1 VAPA ANKRD12 EMD FGF9 WDR59 ZNF174 LACTB RAB11A FAH TRIM35 LAPTM4B POP1 SNX16 UBR5 PYCR3 MCM4 KCNN4 HNRNPUL1 ICAM5 NAMPT HBP1 CHN2 ABHD11 NOD1 PDAP1 BUD31 SNX8 AGFG2 GLCCI1 TMEM106B TMEM248 LHX6 DNM1 NSMCE4A BMPR1A ACBD5 UBE2S ZMIZ1 UBTF RAD51C KPNB1 PNPO RPS6KB1 INTS2 C1QBP AKAP10 HDAC5 PHF12 DCUN1D4 UBE2D3 ELF2 INPP4B DTX4 CPT1A EIF4G2 MADD SOX6 PSMD9 LTA4H GPN3 CDKN1B SCNN1A SPRING1 VDR CAND1 FGFR1OP2 RIPOR2 SAYSD1 SMAP1 RPS12 BICRAL VEGFA TENT5A ERBIN GHR POLR3G ARRDC3 RAD50 IL5 STC2 CPEB4 RNF7 GCA STAT1 GLS STRN C2orf42 TIA1 PARD3B QSOX1 SWT1 KDM5B CDC20 PHF3 DCLRE1B LDAH DCAF4 TGFB3 KCNIP2 GRIA2 ENY2 SORBS3 TRMT1L CAT PDS5A GPSM2 MRPS2 CYREN AKR1D1 TUBA1B MORF4L2 NRK INHA NCOA3 PARD6B BCAS4 NEURL2 CDKN1A ATXN1 DEK BMP4 HS3ST3B1 SLC25A19 SLC2A4RG GZF1 DSTN ID1 DYNLRB1 BCL2L12 IRF3 TIMM8A IPPK ADGRE2 TUBA4A PEX1 PDE11A EGLN3 RBBP8NL ZNF141 HACL1 CHD1L PIAS3 PRKAB2 RTBDN H3-3B RIDA NES LPIN3 DSTYK LARGE1 CCDC59 DGLUCY BHLHE40 MEIS2 IL6ST TBX3 PNPLA8 OS9 SMPD2 GLUL USP37 TMBIM1 TTC5 BRIP1 NIPSNAP3A POLR1E FCHSD2 ARRB1 THAP12 RNF121 SDCBP KNL1 CYP1B1 MYOF ARL3 COX17 COPS4 NAAA SLC7A1 SMARCC2 SBNO1 VPS37B CBLN3 SLC27A2 IGF1R CYP1A1 LMAN1L POLG MBTPS1 MEAK7 ZSCAN32 TCF25 C17orf64 GATA6 ARRB2 ZNF750 ERBB2 CCDC97 HUNK AKT1 C1orf216 EVA1B COP1 PPOX TUFT1 ZNF687 SELENBP1 EFNA3 ILF2 TMEM177 GULP1 OSBPL10 EIF2B5 MARCHF6 PIK3R1 ATG12 PNRC1 ATXN7L1 TLK2 NOM1 NCAPG2 NONO RGS20 SYBU LRP12 ZCCHC7 CIZ1 SEC16A RSU1 LRRC27 CNNM2 GLB1L2 KAT14 FRG1BP B3GAT3 CNBD2 LSM14B PPP4C FAM124A FREM2 ITPR1 TMEM18 EPS8 VTI1A ASAP2 RABGAP1L DCLRE1C NADK2 SLC30A6 SAR1B HNRNPDL CDYL RANBP2 AHCTF1 NR4A2 GTF2E1 TRIP12 DGKE ENPP3 ELOC EPHB1 KLF10 LARP1 SETD9 SPAG17 MIDEAS GNAQ C8orf37 ANKRD9 SFXN2 EEF1A1 LRFN2 CABP1 AGAP1 PAFAH2 SPATA2 ALG8 FBXW5 PAXBP1 CIART PSMB4 TMEM69 CCDC107 TFF1 C21orf58 C9orf116 NEK8 TLCD1 FBXO27 ACOX1 FGF11 EIF4A1 POLR3K SNRNP25 SLC25A45 TSSK3 FUBP1 DNAJB4 ATF3 WDR26 PUS10 PEX13 HIPK1 SGO2 RYBP CDS1 SYNPR ADAMTS9 FAM160A1 MOCS2 GALNT10 SUN1 VIRMA KIAA1958 TSHR GTF2A1 DDIAS STK32C FRAT1 E2F7 SPRED1 DEPDC4 FAM227B MYRFL STAT6 TRUB2 ZNF646 TPM4 RAB8A KIFC2 CDK2AP2 SLC3A2 RPSA SAC3D1 FAM83B MPLKIP ING5 ATXN2L AXIN2 SEMA4C SNUPN TMEM266 TAS2R1 BTD CTNND2 IFFO2 YWHAG USP38 PWWP2A FAXDC2 PRDM10 SETMAR SLC30A1 GPRC5C FOXA3 CHCHD7 FOXN2 BFSP2 PPM1D RNF139 ATP6V0E2 SCAND1 PGAM1 KSR2 TBCA ZNF217 PPIH MACROD2 GNG12 RAD9A CFL1 OVOL1 RARG SP3 NADSYN1 HSPA6 VANGL1 TRIB1 SFT2D3 EHBP1L1 PEAK1 HEG1 EIF1 PHOSPHO1 XXYLT1 MSL2 SLC29A2 B4GAT1 MED16 SMAD2 TMEM70 TSPEAR DENND2C LYSMD3 TPRN SLC35A4 UFSP1 ANAPC2 ZSCAN2 SGF29 ACSF3 RBIS IRX5 C8G WDR73 ZFAS1 JUN THAP5 AP3S1 UBE2N RIC8A BOLA1 PLEC ZNF223 EPM2AIP1 DPY19L3 PFAS MRFAP1 RCC2 TMTC2 MAGED1 GVQW3 FLJ37453 SERTAD2 R3HDM2 SEPTIN1 TIGD2 SMG1P3 FAM83H ADIPOQ PLAG1 IBA57 ZNF101 TMEM259 TDRKH HMGN4 GPR19 RIPK4 LHFPL6 TBX1 TSPYL2 SOCS3 CDCA2 CA13 HGS SP1 P4HB ANKFY1 RASA3 MST1P2 CA5BP1 LINC00265 TUBB4B ZNF669 H2AX C19orf54 RALGAPA2 MTF1 RNFT1 ARID2 HMGB1 GREB1 PPIA IARS1 ZNF140 MAML3 ZSCAN25 PCBP2 BLM TRIM33 ADARB1 MIB2 TAF13 ZNF780A SLC9A8 ZNF181 ZNF311 GRK6 ZNF544 ZNF770 ZNF536 MT-ND6 MT-CYB MT-ND2 FOXJ3 MT-ND1 PRMT6 CIPC RNU6-369P RNA5S17 RNU6-450P RNVU1-6 VTRNA1-2 RNU6-8 VTRNA1-3 TDRKH-AS1 FAM229B LINC00963 ZBTB12 PKP4-AS1 SPIRE2 RNU6-1 SNORD101 RNVU1-15 RNU6-2 RNVU1-14 MIR153-1 MIR211 SNORD12C MT-TV MT-RNR2 MT-TI MT-TM MT-TA MT-TN MT-TC MT-TY MT-TD MT-TE MT-TT TRGC1 TSPAN4 TTC41P C17orf67 ANG MBLAC1 FAM185BP EML6 PPP3R1 RPS10P7 EXOSC6 HCG14 SLC25A5-AS1 LINC00240 RAB6C-AS1 LINC00475 SELENOKP3 TMEM30A-DT ERCC6 ACTR3BP2 LINC01918 LINC01132 IL6R-AS1 LINC01185 DHFRP2 MRPL45P2 MBNL1-AS1 LRRC37A6P THAP7-AS1 USP12-AS2 SPRY4-AS1 PDE4DIPP6 LINC-PINT AC067945.2 MAP1LC3BP1 RAP2C-AS1 LINC02518 AL121601.1 EMSLR ZNF687-AS1 PTGES2-AS1 RNF224 LINC01719 LINC01237 H2BC15 DDX39B-AS1 TPRG1-AS1 RPS29P16 SSR4P1 LINC02569 CDYL-AS1 VLDLR-AS1 LRIG2-DT TBC1D3P1 SNORD126 RNU7-27P SNORA84 GET4 AC091390.3 CEACAMP10 SYNPR-AS1 STAG3L5P DECR2 AC106707.1 NME2 PLA2G4B RN7SL446P RPL30P11 GABPB1-AS1 LINC02453 LINC00461 CRNDE KCTD21-AS1 UBR5-AS1 RGMB-AS1 SNHG10 AC008966.1 LINC02112 AC104596.1 AC010210.1 BMS1P2 SCARNA20 AC034243.1 LINC01484 AC023632.2 NDST1-AS1 TMEM9B-AS1 HIGD1AP5 BRWD1-AS2 LINC02598 AL132780.1 SLC7A5P2 LINC00637 RNASE4 SMIM6 AC004816.1 AC104590.1 AC011921.1 AC027237.3 MAPK6-DT CRTC3-AS1 LINC02846 HEXA-AS1 SNAI3-AS1 AL118516.1 AC124068.2 AC099518.4 AC092115.3 MIR193BHG ROCK1P1 NFE2L1-DT MIR3155A MIR4448 MIR378D2HG KIAA0895LP1 MIR4664 MAFG-DT SEC22B GATA6-AS1 NDUFV2-AS1 MIR3178 TBC1D3P1-DHX40P1 AC005746.2 TBX2-AS1 DM1-AS AC025048.4 SCGB2B3P AC010359.2 AC010531.6 HSPE1-MOB4 RPS10-NUDT3 AL136162.1 AL353135.1 AL024498.1 PPP4R3B-DT RNU11 MIR4734 H3C11 LINC00869 AL034550.2 H3C7 SCARNA2 H4C1 SCAANT1 RASSF1-AS1 DNAJB5-DT FRG1DP MIR4521 MIR4251 MIR5087 OVOL3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/OVOL3_TARGET_GENES SCYL3 VPS50 CDC27 DVL2 CRY1 SEC62 PHF7 MBTPS2 NUB1 NCDN NCAPH2 VIM VEZT TBPL1 IFT88 ALG1 PHKA2 C12orf4 NOP16 RRM2B LIMA1 MPHOSPH9 PRDM6 INTS13 TM7SF3 TNPO3 CTSA ZNF76 COASY LRP6 TMEM260 CFAP20 TCF3 AP1M1 PDE8A MRPS34 DPP8 SLC24A1 TIMM21 VPS9D1 PPP2R5C HOXA9 SRCAP EXD2 ZMPSTE24 TXLNA MTIF2 SRRT BAX SLC15A1 LTBP4 SLC9A1 GOLGA3 TMEM101 OSGEP AAAS CWF19L1 CREM EFHC1 NRP1 WASHC2A PSMD8 TOP3B POLDIP3 LMF2 TIMM9 KIAA0586 APEX1 TM9SF4 CDK5RAP1 SNTA1 DNTTIP1 RBBP7 TAZ FNDC3A NAGPA USP31 MAZ DTWD1 BRF2 KCTD9 ZNF175 PRPF31 TFPT ATP13A1 DNAJB6 HOXA3 CPVL GLI3 TMEM248 GALNTL5 EXOSC3 TRDMT1 ATE1 UBE2S DRG2 SMARCD2 PPP6R3 HPS5 GTF2H1 PTGES3 RAD51AP1 LPCAT3 RIC8B FGFR1OP2 PHF1 NME5 TTC1 NUP155 C5orf15 FXR1 NDUFS7 AUP1 HTRA2 CCDC88A PAPOLG STK16 HDLBP EPHA4 CACYBP ASH1L BCAS2 ZNF684 P3H1 ABCD3 RCOR3 ARID1A CENPF KPTN FKBP15 DYNC2I2 KDSR CNRIP1 HOXB3 MRPS14 NUDCD1 ENY2 WBP4 ELF1 ZFP30 MTERF4 MRPS2 PLAU KBTBD4 MXD4 WFDC3 NEURL2 ZNF576 SNRPC STK35 MKKS ID1 KDM5C KTN1 PAICS PPAT POT1 TTBK2 MTUS1 CEP85 EXOSC2 NPAS1 C12orf65 RFTN1 THAP1 DNAJB1 CCT6B VPS13B MMACHC DSTYK CSNK1G2 LRRIQ1 IMPA1 PPHLN1 CARS2 AKIRIN2 MAP3K7 ITGA7 BLOC1S1 TFCP2 REV1 SLC41A2 RCBTB2 TTC5 SRSF1 TACO1 DCAF7 MARCHF7 CDK5RAP2 SLC31A1 GARNL3 CNPY3 KIAA0319 MGARP FCHSD2 BUD13 GCHFR ASCC1 INTS14 GSTCD INTS12 ZCRB1 VAMP1 SUOX TARBP2 VPS33A COMMD4 PARN G6PC3 CSNK1D CBX4 MAPK4 SMAD4 FBXO15 SLC39A3 DPP9 FAM71E1 NOSIP RPL11 KIAA0319L ITGB3BP MTF2 ALDH9A1 NUF2 RGS5 TARS2 GABPB2 EIF2D TP53BP2 CALM2 MARCHF6 RPL37 ARMT1 CDCA5 NFIB REXO4 NTMT1 ZEB1 DNAJB12 NCAM1 SLX4IP VPS51 HMGA2 UBC TMEM263 NDUFC2 FLI1 MED21 ING1 ZNF599 MRPL39 CCDC144B SLC25A28 ZKSCAN2 RMND1 ATAD2 ZNF689 PRR14 BRPF1 PAXIP1 C12orf43 FANCC EMSY TAGLN2 ZNF276 PAXBP1 RUNX1 ATP6V0D1 SSU72 C9orf116 UBE2Q1 ZNF382 EMC10 SYCE2 MED11 MSLNL RPL29 ZFPL1 LZIC PEF1 TMEM79 GLB1L STT3B RFC4 BAP1 C1orf50 H2AZ1 POC1A ICE1 RANBP3L ERAP1 DLC1 OSGIN2 YWHAZ SLC25A32 DCAF13 NOL6 FAT3 RPL36AL PDZD8 PSMC3 CPSF2 NOLC1 ALKBH3 FAM227B RAG1 IFTAP ZNF3 AP1G1 NAV2 TSC22D4 ISLR2 IRGQ PPP2R3B SMG8 HDGFL2 KCTD5 SRRM2 KIAA1586 MGAT2 SEPTIN2 ZBTB5 CEP120 SLC25A6 METTL15 ZEB2 SPNS1 GABARAP SMAD1 KRT13 ENC1 CTPS1 RPS7 SRGAP2C MTBP MRPL13 GNB2 RND1 ZNF596 KAT5 MFSD4B NMNAT1 GLIS1 C12orf76 NDUFA11 TRAF6 PTPN2 NR2F1 AURKAIP1 BASP1 MIR7-3HG ANKLE2 SIX5 GBA TMEM94 NDUFAF3 PDE4DIP DALRD3 NSUN3 DHFR2 CDC42EP4 FGD6 ZFP82 ZBTB20 CCBE1 TENT5C NDUFB1 TTC32 CDCA2 RBM33 UBOX5 PRKG1 UBE2L3 BRWD1 LAMP1 ZNF529 POLR3C ZNF555 ARAP1 C17orf58 ZSCAN30 ZDHHC17 AL162231.1 VMAC ZC3H6 CLN3 FAM72B ZNF565 FAM72A ZKSCAN5 AP2A1 WDR45 ANXA6 ZNF420 H4C3 PCBP2 CDC42SE1 RPS26 EME2 ZNF335 SDAD1 ZKSCAN8 HOXC4 KLHL9 COLGALT2 C1orf174 SMG5 EFCAB7 SKIV2L NELFE CSNK2B GPANK1 PRRC2A ABCF1 SRRM2-AS1 C21orf62-AS1 HCG27 RNU6-1039P RNVU1-15 RNVU1-14 MIR615 MIR194-1 MIR7-3 VDAC1 NDUFS3 LINC02085 STARD10 BASP1-AS1 FASTKD5 SLC35E2A AL451074.1 AC009403.1 C6orf226 RPL23AP53 POT1-AS1 JPX BAZ2B RPL39P40 SRRM5 ATE1-AS1 LINC01132 ZNF688 ACBD6 TPI1P2 TSPAN19 GNG12-AS1 HOXB-AS3 FAM133B ZSCAN31 FAM21EP MTFR2P2 PEF1-AS1 VLDLR-AS1 ZEB1-AS1 NR2F1-AS1 CDKN2AIPNL CREB3L2-AS1 LINC01275 NFIA-AS1 OR2I1P ZEB2-AS1 AC008040.1 ADSL ARFGAP3 KCTD7 RN7SL446P H2AZ1-DT KLRK1-AS1 SEPTIN7P14 UBR5-AS1 AP000802.1 LINC01091 RPL32P3 VPS13B-DT HOXA-AS3 BRWD1-AS2 ITFG2-AS1 ZNF271P GIHCG AL359317.2 NDUFC2-KCTD14 AC007610.1 AL050341.2 AC007541.1 AC009107.2 LINC01003 MIR5188 SEC22B SRGAP2 MIR5695 LINC01775 SNHG30 AC036176.1 NAPA-AS1 ZSCAN16-AS1 SLC25A53 AC009061.2 AC009549.1 TAF15 AC013400.1 DCP1A CWC25 MIR4727 ZKSCAN2-DT TUBGCP5 RNU12 CCDC163 GTF2IP12 FOXE1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXE1_TARGET_GENES SCYL3 CDC27 IFRD1 CCDC124 PAX6 TSR3 MPND SEC62 TTC19 PTBP1 SPAST VEZT RANBP3 ARID4A PEX3 AP2S1 TRIT1 UTS2 RCN1 PTCD2 TRAPPC3 PRDM1 CDK17 DGAT2 MRPS24 SPHK2 RPL18 TM7SF3 CTSA ZNF76 ZC3H15 CYB5R4 MTHFD2 YBX1 PDE4A NFYC EVI5 PKM SRBD1 UFD1 MNT AP3M2 PABPC1 RPL31 ENO1 RAB7A ARHGAP15 MAP2K7 DYNC1I2 POLD3 HOXA9 SCGN HSP90AA1 FAM135A XPO1 KAT6A TNPO1 NKAIN1 AGBL5 MYNN ORC1 PPEF1 NOP14 KIF9 DYNLL1 SNX5 RPL6 GCN1 RPLP0 FUS CDIP1 SLC9A1 NDUFB2 GNPTG PLEKHG2 OSBPL8 HECTD1 MFSD11 CDC45 CBX5 HSP90AB1 HNRNPH3 MYO9B FBXL19 GADD45B POLDIP3 RPL3 PRMT5 CEP128 EIF5 PRPF6 MANBAL TBL1X MID1 CLN5 ZNF629 CENPT COG4 FBXO31 GSPT1 MAZ RAB11A SGK3 LAPTM4B ERI1 MCM4 SNRNP70 TRMT1 TBC1D17 IL4I1 TLE6 SLC1A5 NOP53 BABAM1 KDELR1 HOXA1 EIF3B SNX8 EZH2 GLI3 GALNTL5 PRUNE2 TLE4 SHB TRDMT1 KAZALD1 ZMIZ1 NUFIP2 SMARCD2 YWHAE DPH1 PHF12 UBE2D3 TBC1D9 UFSP2 PPP6R3 CCND1 PTPMT1 COQ5 RSRC2 VPS29 KRR1 GAPDH TPI1 HINT3 SRSF3 CCNC MED23 RPS12 COX7A2 SENP6 MRPS27 POLR3G PDE4D C5orf15 HES1 UMPS KLHL18 HEMK1 RPS15 STAT1 EHBP1 OTX1 HSPE1 ID2 SRSF7 MSH6 CRYZ MRPS15 ID3 IPO13 AKR1A1 PRDX1 PIK3R3 MAN1C1 NEK2 DHDDS ARID1A KMT2A NRP2 FOXO3 GTF3C3 TRIM67 HOXB8 HOXB5 ELF1 HSPH1 FAM53C ZNF639 LIAS RPL5 TRMT13 ZNF644 ACSL3 NEURL2 PEPD USP9X SSR1 EMC3 GRK4 BARHL1 CHCHD5 SNRPB MGME1 HNRNPR ZNF484 COX7C METTL25 VGF HOXD11 ALDH1A2 PSMA1 MTUS1 SAMD10 YIPF2 ZC3H4 DNMT1 CASZ1 PPIL4 LATS1 HAUS8 TBC1D5 RFTN1 EXOC4 TRAF7 RFX1 CCT6B RRP8 H3-3B NASP SRRM1 WDR74 CCDC59 ARNTL LPIN1 LDHA RPS15A CABLES1 PUM1 PRPF38A RNF138 ELP2 ARHGAP32 TMEM243 ADGRB3 AKIRIN2 PRPH ITGA7 BLOC1S1 ZC3H10 HNRNPA1 LTV1 KCNK1 GLUL USP37 SPRY2 IGF2BP3 GATA4 KCTD3 TOR1A ZFP37 ATP6V1G1 RPL35 ARPC5L RPS6 KIAA0319 FLOT1 MDC1 SMAD6 BCAR3 TTLL7 GIPC2 ASCC1 RPS24 HNRNPD G3BP2 GSTCD INTS12 TPH2 PHLDA1 DUSP6 ESYT1 VPS37B ARMH4 TLE3 MAN2C1 TPM1 POLG DET1 MAP1LC3B TOB1 G6PC3 SS18 SLC39A6 C18orf21 GREB1L RPTOR SECTM1 MAPK4 SLC39A3 TPGS1 FEM1A DPP9 SAE1 TIMM29 RPL11 RPS8 MTF2 STRIP1 POU2F1 MGST3 NUF2 RGS5 PRCC MRPL24 HDGF RGS16 TPM3 UBAP2L C1orf43 ILF2 SDE2 FBXO28 CALM2 HSPD1 SUMF1 CNOT9 STK11IP RPL32 CISD2 PAM DDX46 GLRA1 ZNF300 GFRA3 TRIM41 RPL7L1 NOM1 LUC7L2 SNX12 GNRH1 RPL7 NFIB NR6A1 LRSAM1 ADM LIN7C PAMR1 RPS3 SLX4IP HYOU1 DOC2A MKX PRSS23 ITPR1 NGLY1 OXSM RAD9B MAGI1 GEMIN6 TRIM36 GRM1 INO80C HS3ST3A1 IMPACT ENPP3 CCDC174 FLCN CXXC1 ELMO1 C8orf37 NPTN FBXO32 NSMCE2 PRR14 SASS6 EIF4A2 HTR5A BRAF EYA3 H2BC5 CDC25C H4C8 PPP1R9A TOMM40L ALG8 RUNX1 ALDH4A1 EFCAB14 PKNOX1 CSTB AGPAT3 GPATCH4 IER2 SRSF2 LEMD2 RPL26 CLPB TTC9C NXF1 RPL29 FGF19 LZIC FUBP1 DNAJB4 TYW3 IER5 LYSMD1 SCNM1 PYGO2 TSACC CCT3 RPL22L1 PPM1K RPL9 TPRA1 TASOR RNF168 H2AZ1 CITED2 RPS14 CDK5 SLC4A2 WASHC5 NUDT2 KLHDC2 GHITM SVOP NOLC1 ILK USP54 RPL27A TEF DOLPP1 RPL13 ZNF146 EEF2 ULK4 SETD5 DDIT4 THAP11 PDHB HEXIM2 STAT3 STX18 MAT2A ZNF608 ATF5 XPO6 TBC1D10B MRPL1 CRADD HNRNPF NSG2 UBB TMED10 CDH2 ZNF296 RPS9 PKIA MCC ENC1 RRM2 KLF11 ATOH1 ZNF24 AFF1 RPL38 INSM1 CHD2 NMNAT1 UQCRH DDX23 ZBTB4 ZWILCH RPL4 CNTNAP2 NR1D2 RPL15 SNHG29 B3GNT4 MIR7-3HG GBA SRRM3 TMEM94 AP3S1 RPS27 NDUFAF3 STAP2 BOLA1 DALRD3 EXOSC4 PER1 ALOXE3 PLD6 PIPOX RCC1 MYLPF FGD6 EMC3-AS1 H2AW POLR2A MRPS23 PRKAG1 NEUROG1 IST1 RPS17 HMGN4 CADM1 NKX2-5 CCBE1 SF3A3 TRMT12 LIN9 ACTG1 PCDH9 H2AC20 H2AC21 KNTC1 HDDC3 PDE4B ZBTB40 H2BC21 RBM43 DGAT1 ZBTB37 P4HB LAMP1 HEXIM1 ISG15 SAMD11 LIN28B TUBB4B COMMD6 HES4 CENPP BLOC1S5 H2AX ADAT2 NDUFA4 SF3B3 PNRC2 ZNF565 PTPN1 ZNF775 NACA HDAC2 SDHAF3 SLC30A10 SNHG17 MAML3 ILRUN H2BU1 ZNF585A PCBP2 ABCB8 OGDHL HNRNPAB ZNF615 S100A10 NKIRAS1 RPL12 SNHG12 NOL8 RPS4X ZNF649 DDX42 WWP2 CALM1 RPL10A PNP FOXJ3 HMGN2 CAPZA2 DMD SGMS1 RNU5A-1 SNORD104 VTRNA1-1 SNORD68 SNORD46 VTRNA1-3 SNHG5 MAFB BRD2 HLA-DMA HSPA1B MRPS18B PPP1R10 AKT1S1 MALRD1 MRPL53 COX17P1 C4orf47 LGR4 IPO7 ITSN1 RNPS1 THUMPD3-AS1 SNORD60 SNORD101 SNORD15A SNORA7A RNVU1-14 MIR615 MIR191 MIR7-3 MT-TF SACM1L MT-RNR1 RNA5SP213 RNU6-1109P NUP62 COX20P1 QTRT1 HEXA NDUFS3 REPIN1 HNRNPUL2 ZSWIM7 DDX3X RPL17-C18orf32 PPP3R1 RNA5SP60 RNU2-63P VPS52 LINC02593 EPB41L4A-AS1 ATXN1L TNK2-AS1 LINC00240 AC009518.1 LINC01623 SGMS1-AS1 RPS12P5 RPL39P40 LINC02832 SNAP25-AS1 AL160408.1 GUSBP11 AL139011.1 HDAC2-AS2 RPL41 LINC00382 SFTA3 XIST TOB1-AS1 LIMD1-AS1 GTF2IRD1P1 ENO1-AS1 SSBL4P ITPR1-DT AGBL5-AS1 LEF1-AS1 GNG12-AS1 LINC01780 LINC01719 HOTAIRM1 LINC02609 RPS28 MCIDAS GAS5 HNRNPUL2-BSCL2 ID2-AS1 MRPS10P1 GPC5-AS1 TMEM250 SNORA13 AC008040.1 AC109466.1 SNHG3 BMS1P4-AGAP5 BMS1P4 PRAF2 TTC4 HBB H2AZ1-DT BDNF-AS KCTD21-AS1 NRAV LINC01962 GLUD1P3 MALAT1 PRKDC HOXA-AS3 CAPS2-AS1 NAV2-AS4 EEF1G MIR9-3HG PXN-AS1 ZNF350 LSM14A AL132780.1 PSMA3-AS1 CNPY2 BLOC1S5-TXNDC5 SNHG19 HEXA-AS1 AC009065.4 LINC02136 AC124068.2 SNORD43 SNORD55 RPL17 TXNIP SNHG25 AC011444.1 NDUFA7 HSPE1-MOB4 AL451085.2 SNORD58B AL451050.2 IER3-AS1 ILRUN-AS1 HNRNPD-DT CHASERR RN7SL2 SNORA16A H2AC12 SNORD50B H4C5 SNORD49B H4C4 SNORD49A SNORA50C SCARNA2 H3C10 MIR5087 FOXN3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXN3_TARGET_GENES DPM1 FUCA2 ENPP4 BAD HS3ST1 LASP1 CYP26B1 ALS2 CFLAR HSPB6 ITGA3 MAP3K14 SPATA20 CACNA1G DNAH9 TRAPPC6A SCN4A CYB561 POMT2 ETV7 MRC2 MKS1 BRCA1 ERCC1 CD22 UBR7 MDH1 IL20RA GLT8D1 SLC11A1 PHLDB1 ZFP64 SPAST AQR RTF2 ZNF839 RTEL1-TNFRSF6B MIPEP TBPL1 EIPR1 IFT88 ALG1 SLC4A7 ASTE1 TIMP2 CUL3 USP2 RIPOR3 TDP1 CUL7 PHKA2 KATNIP SNX29 EPN3 ARID1B FAM160A2 HERPUD1 FOXN3 MCF2L2 PTPRN ATP9A USP36 PUM2 RC3H2 PKP2 PPP1R12A DNAJC25 OGFR SNRNP40 MPC1 SPAG4 MON2 U2AF2 EYA2 BCAS1 PDE4A POLR1H TRMT11 CACNB1 NAV3 HDAC4 IFI35 TTC7A MAST4 DNAJA2 KCNAB2 LRP6 MAP4K4 MGAT4A LMCD1 TRIB2 MBD3 CYBRD1 PTPN18 LIMS2 SPEG HMMR NFATC3 NDE1 LLGL2 MAP3K13 GLI2 DPP8 KCNQ2 ACTR6 TIMM21 FOSL2 TMEM131 SEC31B ACACB ARHGEF1 DGKD TOP2B GTF3C1 IL4R DYNC1I2 TYR POLD3 MLLT10 TNRC6C CBFA2T2 TP53INP2 XRCC5 REXO1 CEACAM1 PGM1 RABL2B PTPRH DNAAF6 MOK DLGAP4 NFE2L1 XPO1 TDRD3 ZNF324 FAT1 GSTP1 EIF3I APOB AGBL5 KIF3C MECOM SEH1L ATG16L1 USP40 FOLH1 ACOX3 PGS1 GNAO1 TFAP2C PTPN4 REM1 EPB41L1 TMEM40 KIF9 SLC4A11 EBF4 LZTS3 XRN2 DYNLL1 DZANK1 CFAP61 TASP1 CHGB DHX32 MUL1 P3H2 TNRC6A DTX2 PITPNM3 ORC6 RGS17 TMEM101 PSME1 SLC7A8 HECTD1 GEMIN2 TGM1 COL9A3 GPATCH2 AAAS WHRN EFHC1 HSP90AB1 IFT74 NRP1 MZF1 CIRBP CABIN1 SF3A1 GGT1 HIRA RSPH14 TTLL1 PDGFB MYH9 RBM23 PRMT5 GSTZ1 PSMB5 ARHGAP5 SRP54 PCK2 EMC9 REC8 SEC23A GMPR2 RABGGTA NFATC4 PCIF1 PYGB ABHD12 UQCC1 IFT52 MYBL2 NDRG3 ADNP BMP7 NELFCD NTSR1 MRGBP TCFL5 DIDO1 SLC17A9 ARFGAP1 EEF1A2 C20orf27 SPEF1 CDC25B CSNK2A1 HM13 SEC23B FERMT1 CCM2L CRNKL1 PAK5 MROH8 NOP56 PPP1R16B DNTTIP1 PIGU VAPA PSMD10 RUBCNL SUPT20H KATNAL1 TSNAXIP1 PLLP ACD PARD6A CCDC113 NDRG4 SLC7A6OS SLC7A6 ESRP2 WDR59 HSDL1 NAGPA ANTKMT CRYM PIEZO1 GSPT1 EARS2 GGA2 TOX3 PYCARD KNOP1 RIPK2 CHRAC1 FGL1 TULP2 OAZ1 HNRNPUL1 CDC37 RASIP1 HPN SIPA1L3 CFAP69 ATP6V0A4 TTC26 IQCE CEP41 ZNF862 ACTR3C PRUNE2 DVL1 HPS1 RAB11FIP2 TRDMT1 SUFU PITRM1 SHOC2 KRT23 CASC3 WNT3 TUBD1 CBX1 CAMTA2 HOXB6 ENO3 PFN1 SMARCD2 B9D1 LGALS3BP PEX12 RAB5C HSD17B1 EZH1 DLX4 PPP1R9B SGCA PTGES3L-AARSD1 EFTUD2 HLF PRKAR1A YWHAE SEPSECS PANX1 CEP126 PDHX AMBRA1 CREBL2 RFC5 MDM1 MAPK14 SOD2 MRPL18 RBM24 CAP2 PTP4A1 MED23 GMNN SNX3 PHF1 CCND3 FAM120B MRPS27 THBS4 CNOT6 FAM172A LNPEP RAD50 IL5 EHHADH KPNA1 IQCG KLHL18 NEK11 SPCS1 NEK4 ADAM23 RTKN ACTR3 GPD2 EIF2B4 NRBP1 PPM1G INO80B SPTBN1 POLE4 GLS USP34 GGCX CHST10 KDM3A CHMP3 IL18R1 FHL2 PPP1R7 PASK STK25 PRKD3 SDC1 PLCL1 SLC1A4 ORC2 C2orf42 EPAS1 VAX2 PARD3B ALMS1 DNAJC16 FBXO2 OSCP1 C1orf109 UAP1 KIF17 ABCD3 RCOR3 ESYT2 NRP2 CREB1 HMGN3 PHF3 ADGB PLAGL1 SGK1 TCF21 ZNF430 ARMC2 RPN2 TGIF2 DNAH7 ITGB1BP1 DNAL1 TTLL5 FLVCR2 PPP4R4 YPEL5 CFAP58 KANSL1 TCP1 WASHC3 AKAP1 TENT4B ZCCHC17 TMEM39B ACVR2A FLT3 MRPS2 ARL4A DDX54 BHLHE41 CCDC91 ATP7B NLN OPTN SARDH BATF3 CHPF DNPEP OBSL1 WFDC3 PREX1 KCNS1 ARHGAP40 MATN4 NCOA5 PARD6B ARFGEF2 MOCS3 PEPD MCEE MPHOSPH10 SIRT5 TCP11 CPNE5 NUP153 EEF1E1 LRRFIP1 CXCL6 EMC3 MT2A TEKT3 NUP85 NT5C TTF1 SRMS SLC2A4RG FNDC11 PPDPF RPL23 FOSB PANK2 FOXA2 GZF1 NAPB CST8 PSMF1 NRSN2 RRBP1 BFSP1 DSTN SNRPB2 MGME1 TMEM74B FAM110A GDF5 NECAB3 ID1 DYNLRB1 ROMO1 CEP250 DYNC2I1 AAMP PTPN12 SPECC1 MYO1B GAD1 HOXD9 SNRPN CD68 TXNDC17 LRRC6 ADCY4 EAPP EGLN3 NRL NEDD8 QRICH2 FOXJ1 RHBDF2 AANAT CBFA2T3 DOCK6 RTN4IP1 QRSL1 CACNG6 PXDN PGPEP1 JUND HELZ2 SAMD10 TAF4 LAMA5 TTLL9 RBM39 COX4I2 CHMP1A PSMC3IP VPS25 RAMP2 C1orf159 FBXW9 CNGA4 PER2 RAMP1 SCLY ITGB4 WBP2 TRIM47 RGS22 HSPA12B ANKEF1 BTBD3 POLR3F PTPRA LPIN3 ZSWIM3 FBXO44 CASP9 SCO1 ZNF414 SLF1 RRAS2 ERG28 PPHLN1 GRHL1 ROCK2 SOX5 CDCA8 CARS2 USP30 AFG1L AHI1 PRADC1 SEMA4F CCT7 SMYD5 MPHOSPH6 FHOD1 CCDC102A SLC9A5 RNASEL LAMC1 SP110 TTLL4 TMBIM1 TSGA10 MFSD9 ANKRD36 WASHC4 LIMD2 IL1F10 ODF2 KLF4 TMEM14B FOXF2 ANKRD42 TRPC6 ALKBH8 KIF23 ADCY3 ACTR2 SLC5A6 ATRAID DTNB LBX1 ATIC METTL5 SSB ABI2 SLC40A1 MNS1 SPPL2A PRDM5 INTS12 C4orf17 ZCRB1 PEX5 SNRPF FAM222A TMBIM6 CDH24 EFCAB11 CLBA1 WARS1 SORD TLE3 ANP32A NEIL1 MAN2C1 WDR93 EFL1 ARMC5 CDR2 KIFC3 CDH11 MBTPS1 ADAD2 GALNS RANBP10 PCTP LRRC46 TAF4B PIK3R5 CCDC40 ARHGDIA TMC6 TTYH2 RAB40B RPTOR TRIM65 CEP131 ZNF750 WDR45B FBXO15 P3H4 PNMT FKBP10 SIRT3 COL6A1 RNPEPL1 FHAD1 ITGB3BP MTF2 POGK SDHC DYRK3 ATP6V1C2 WDPCP NPHP1 THNSL2 RALB TMEM177 RABL2A FBLN7 LIPT1 PKP4 LNPK PHOSPHO2 KANSL1L SPAG16 COPS7B DIS3L2 STK11IP SHQ1 SRPRB CCDC39 RNF175 ROPN1L PIK3R1 FARS2 GFOD1 DCDC2 SCUBE3 TCTE1 AIG1 WTAP ATXN7L1 ZMYM3 SIGMAR1 AOPEP GSN USP6NL LRRC27 APIP PAK1 TTC12 KAT14 SIDT2 C20orf144 SOGA1 YTHDF1 TRPT1 NUDT22 TM7SF2 TLCD3B HIRIP3 TMEM219 SPATA4 CRIM1 DCP1B NPAS3 FAM177A1 NUBPL QTRT2 ADAM17 KCNJ1 AP1S3 SH2D6 FAM151B RPP38 PLEKHH2 SPEF2 CCNO UTRN CARHSP1 ACOXL ANAPC1 RANBP2 CCDC148 RBMS1 ING1 LURAP1L ZDHHC7 TRIP12 FBXO36 SDHAF4 DNAAF1 PRKCA CEP112 ENPP3 CCDC173 DIPK1A CXADR CXXC1 ANKRD40 PROM2 CNOT8 LRGUK KDM8 RAET1L NDUFAF6 FBRS B3GNT7 PDE6D ZFHX2-AS1 DDX19B IL34 ZNF19 RNF111 CCNB2 UBN2 BABAM2 UBXN11 LRRC43 AUTS2 MITD1 KCNB1 SPATA2 DNAH3 ZC3H18 ZFAND2B PAXBP1 MRPL10 SIM2 ATP13A2 AMFR ACE TEPP ZDHHC1 AGRP ZFYVE28 CARMIL2 TMEM234 CPAMD8 RSPH1 C9orf116 TOR2A SIK3 PPP1R16A ORAI2 FBXL13 ZNF382 PRPSAP1 PLCD3 ZNF653 BCL6B FGF11 WDR90 FLYWCH2 LRP5 USP24 RAVER2 TTLL10 HENMT1 SPATA17 PKDCC HAAO KIAA1841 TYW5 MAIP1 SLC66A3 PRORSD1P FRZB FBXO41 WDCP SLC16A14 CFAP221 BBS5 NEURL3 PACRGL DHX57 FZD5 ALPI NEK10 STT3B SNHG16 CCDC191 U2SURP PLB1 PRKCD INTU HSPA4L PRSS12 CDC20B TBXT DCBLD1 GPR85 KIF6 HNF4G DNAAF5 CDK5 SLC4A2 DCAF13 TMEM67 NUDT2 MID1IP1 STRBP ZNF367 ARMC3 FAT3 LRFN5 ZNF22-AS1 TTC8 OXGR1 SPACA9 STK32C NDRG2 ARHGEF40 SALL2 AGBL2 SPRED1 BTRC COX11 STXBP4 SMPD1 C16orf46 PKD1L2 FAM86GP TK2 CFAP52 ATF7IP2 GOLM2 PEX11A EVA1C TTC16 SAMD14 TRUB2 COQ4 CCDC103 GPRC5B RBFOX3 TBC1D16 PRRT2 ZNF23 MIDN JSRP1 MVD CDT1 TRAPPC2L SPATA33 RPL13 SLC43A2 HID1 TMC8 FAM234A SRRM2 LTBP3 ATG4B COG7 ATXN2L MUCL3 PKIG SEMA4C SHOX2 ATOH8 USP39 C2orf68 MAT2A CEP120 STXBP6 MFF ATP5ME ZBBX TBC1D10B THBS3 SIN3A INO80E NFU1 CKAP2L HEXD LRRC45 CENPX FASN DUS1L HNRNPF MUC3A PYDC1 OTUD7A ADPRM FAM161A GON7 STX8 B3GNT2 DCLK2 GPRC5C NPAS2 NUDCD2 ARMC10 TTLL6 RNF139 GSTA4 KCNMB3 JAGN1 RBKS ZNF439 ASXL1 BCL2L1 NMUR1 TCEA2 MLLT3 FAM90A1 TRAPPC12 ZNF217 DRC3 JMJD1C THOP1 RCAN2 CFAP53 SYNPO2 RSPH9 AGXT SMPDL3A EFCAB12 FADS6 RAB37 ANKRD13D TADA2B CCDC96 MTX1 AHSA2P MFSD4B GPR137 DAB1 NAA20 RNASE11 VEGFB CHD2 STAT5B JUP EIF1 ENDOV MARCHF10 DPY19L1 PIFO UBXN2A CCS FAM174A PIGG ZNHIT2 SNHG11 RALGAPA1 MIR1-1HG-AS1 MIR1-1HG C12orf76 ZNF497 IQCK ZNF266 SEZ6L2 ASPHD1 UBE2C FAM182B PPM1E CLTB TOM1L2 MTLN NR2F1 BAIAP2 HOXD8 UBE2O CCDC57 FOXG1 SPHK1 WDR25 CNTD1 CCDC121 ACSF3 BOK THAP4 DPP7 SIX5 PHETA2 ARIH2 SAMD12 CASC2 ANXA2R FLII SOX12 CHID1 GRB2 DPY19L2 C2orf73 MLF1 PPP1R42 ZC3H12D PRSS36 PLEKHM3 NT5DC1 GPR35 PARP10 GRINA ERFE RIIAD1 TMEM107 RAD23A CLK3 ELMOD2 PCBP1-AS1 MYADM PDXDC1 C14orf119 PRKRA SKIDA1 SMG1P3 CAPS2 SCRIB KCTD2 FAM83H POLR2A CFAP65 OGFOD3 AATK CACNB4 EXOC7 OR2B8P CEP97 GLRX5 ADI1 SNORC PPP1R27 FAM230E C16orf72 RPL35A ZNF721 GJC1 SLC8A1 COL18A1-AS1 TRMT12 SLC35F3 RBM12B COA3 PRKD1 RPL23AP82 ACTRT3 WDR27 SEPTIN9 ARMCX2 JAG2 MUC6 MROH2A NELFA EFCAB10 C6orf120 KIAA0825 NOTUM SOCS1 HGS MRPL30 FAAP100 PDE6G MRPL40 LMLN P4HB KCNIP4 GNB1L ATP6V0C ZNF529 ZPBP2 GSAP CCDC30 ZNF396 SEPTIN10 CARMIL3 HEXIM1 TMEM232 FAM183A PTRH1 FNBP1 DYNC2H1 PTMA IFT140 ISG15 EXD3 CCDC157 MORN2 ZNF490 ARL4C ZC3H6 RUFY4 HES4 NKAIN2 PAQR9 CFAP54 SAXO2 TMEM198 FBF1 MSL1 CFAP126 LITAF BLOC1S3 JPT1 NCR1 SYCP2 SPAG16-DT KIAA0895L SPATS2L PLEKHG4 FAM217B SUPT5H C20orf96 IPO4 ANAPC7 TOMM7 ADA METTL9 KIAA1671 ZGPAT SND1 GTF2E2 SYNGAP1 RAMP2-AS1 LRP10 SLC2A10 RAB40C ENTPD6 DNAH10 SPTAN1 ZNF460 PSAP CFAP43 MEIG1 SPG7 ENTPD7 ZNF84 POTEH NUP62CL ZNF544 SOWAHC HELZ SPRED2 ITSN2 GPN1 C2CD4A TLK1 LRBA DLL1 MUC2 SFT2D1 R3HDM4 RUNDC1 TOP1 PRC1 KIAA0753 ATG9A MIR339 MIR219A1 MIR409 SNORA21 SNORD104 RNA5SP452 SNORD68 SNORA71D RNU6-1059P RNA5SP335 RNU6-7 RNA5SP248 IQANK1 FANK1 PCMTD2 LIME1 TRAF3IP1 C2orf72 LRRC37A5P RING1 BRD2 HLA-DMA TAP2 AGPAT1 PJVK FKBPL HSPA1B MICA CDSN C6orf136 TRIM39 TRIM15 HLA-J ZNRD1ASP TBC1D8 IGKV1OR2-3 DCTN1 TCTN1 AC007389.1 C12orf73 PCDHA5 C4orf47 E2F4 ADGRG1 CNEP1R1 EXOC3L4 DENND6B MFSD2B ITPRIPL2 PKD1P4 ZNF316 C21orf62-AS1 CFAP99 HACD2 CFAP44 RNU6-921P MIR149 MIR221 MT-TP TRBV7-3 TRAV4 KRTAP9-6 CEP43 KLHL23 PPP1R2P10 LCAT ZBTB9 GALT CPNE1 LYRM4 MYCBP PRCD GCC2-AS1 ANG KANSL1-AS1 BBIP1 FAM187A DCDC2C RTL10 UBXN2B DHRS4-AS1 DDX3X VPS16 SRMP1 MARCKSL1P2 MIR933 MIR208B MIR541 AC009403.1 CKLF CELA3B MIR1302-3 PPP3R1 HDAC4-AS1 RN7SKP152 RNU4-61P EXOSC6 KRT8P51 LINC00205 LINC00114 PRR29 CCND3P1 LINC01087 ZNRF2P2 NRSN2-AS1 BOLA3-AS1 SNED1-AS1 MCRIP1 PDE4DIPP8 P3H2-AS1 NOL7 FTCDNL1 AL139420.1 COX6A1P2 LTA LINC00658 LINC00511 LINC01153 PFN1P6 TP73-AS3 PIGFP3 DPY19L2P3 TARID RBM15-AS1 FAM174C SMIM10L2B-AS1 LNC-LBCS C2orf92 LINC02521 WDR4P2 LINC02572 PANK2-AS1 MAST4-AS1 CEACAMP2 RHOQP3 HSBP1 LINC00271 HCG18 CFAP58-DT AGBL5-AS1 LINC01388 LINC00708 MHENCR PET117 DLGAP4-AS1 HCG25 RPS3AP1 MIPEPP3 ZNF197-AS1 LINC01237 EIF2AK3-DT LINC01191 LINC01934 IFT74-AS1 SOX9-AS1 SRP14P3 FAM83C-AS1 TSPY26P AC002310.1 DICER1-AS1 B3GALT4 C1DP2 MFF-DT RPS20P5 ZNF503-AS2 SMG1P1 PRSS56 AL359547.1 DYRK3-AS1 LINC00426 MYLK-AS1 WBP1 AP001625.3 RPL23AP7 PAQR9-AS1 ARPC1A EIF6 MRPL33 AC106707.1 CCDC39-AS1 STMP1 ZNF487 TTC4 NFS1 DNAJC25-GNG10 PBX2P1 TMEM225B ECEL1P2 CRYBB2 USP2-AS1 AC040168.1 MGC16275 SNHG10 NRAV WHAMMP2 PDCD6 CACNA1G-AS1 ROPN1L-AS1 GMDS-DT GGCTP1 AF117829.1 UCHL1-AS1 MIR449C RNA5SP473 SCARNA13 RNU1-54P ALG11 ALG1L10P CKLF-CMTM1 SYS1-DBNDD2 UVRAG-DT MT1JP DNAAF4 POLG2 ADGRA1-AS1 C11orf97 AL132780.1 AC090001.1 LINC02313 SPESP1 SEC23A-AS1 ARHGAP5-AS1 RNASE4 TRAV28 LINC00639 TGIF2-RAB5IF AC027237.3 LINC01833 LINC01220 ZNF444P1 AL596325.1 AC027682.1 AC092384.2 AC040169.1 CRIM1-DT AC009119.1 SNAI3-AS1 AC092338.2 LINC01964 LINC01229 TAT-AS1 LINC02193 AC138304.1 AC005730.2 AC018845.3 TP53TG3GP PECAM1 MAFTRR ATP5PDP1 DNAAF4-CCPG1 AC005670.1 LINC02564 MIR193BHG AC007114.1 RNF213-AS1 DYNLL2 MIR4425 MIR4470 MIR3678 MIR4730 MARCHF10-DT C1QTNF1-AS1 MIR3132 RN7SL652P MIR4664 MIR3939 AC016888.1 MIR4690 BAHCC1 AC015813.3 SNHG25 MIR3972 MYO15B PTGES3L RNF157-AS1 DM1-AS AC021683.3 ZNF460-AS1 MIR3188 SMC5-AS1 LYPLA2P2 KCNQ1OT1 AC010531.6 AC009061.2 H3P37 HCG17 AC016727.1 ATP6V1G1P5 AL031055.1 MIR4466 AL024498.1 CFAP206 TBC1D8-AS1 C2orf15 PPM1B-DT SNURF AL139082.1 SNORD1C MIR6081 SYNGAP1-AS1 TPTE MLLT6 H2AC15 RNA5SP528 MIR6784 MIR7854 PGM5P2 SNORA50C MIR6819 MIR6810 H4C1 FAM230C DDX11L17 PAGR1 SEPSECS-AS1 HYMAI KMT2D_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/KMT2D_TARGET_GENES IFRD1 RHBDF1 MED24 HIVEP2 ERCC1 CAPN1 WWTR1 EHD2 PRKCH LRRC7 GABARAPL2 NSMAF ADAM28 HOMER3 HEBP2 MCF2L2 LAMA3 HHAT SPAG4 ZNF76 PPP2R5A PKM ACSL4 BCL3 MPP5 CLASP1 KAT6A RPS5 FAT1 USP40 EPDR1 TXNL1 LRRFIP2 ASCC2 TRIP11 NFKBIA RNF24 SMAD7 RBBP8 TBL1X STAG2 PGK1 VAC14 THEG CPVL NRF1 HPS1 DNMBP LZTS2 RAPGEFL1 ABCC3 LAMTOR3 EHD1 NCOA7 MDFI PCCB FRMD4B USP34 NFE2L2 ZBTB17 SLC2A1 TSPAN1 RCOR3 B4GALT6 TNFAIP3 SGK1 FOXO3 RAD23B PTPA PLEKHG1 SIL1 RDH10 BAZ2B USP22 FAM193A VGF CLN6 SLC44A2 AJUBA EPB41L4A TTI2 GTPBP3 RBBP8NL EIF2S3 HSD17B3 UBA1 RBM39 ARHGEF9 GSE1 MGAT1 DIAPH1 ALDH3B2 TESMIN DCLK1 WDR74 KRBA1 ACTR3B RBM17 KCTD1 ARHGAP32 NREP ADGRB3 EHF KRT7 DNAJB2 TMEM127 CCM2 ABHD17C CDK5RAP2 GARNL3 DDX60 YAP1 TRIM29 SMAD6 PAK6 ARHGAP24 ERP27 C1RL FAM222A CSAD TMBIM6 RPRD1A ESCO1 TP53 SAMD1 COL6A2 ARHGEF19 PTPRF AQP10 CNIH3 PHLDB2 LPP MEGF10 PNRC1 SYT8 MPZL2 AKAP6 DST BAG3 ANKRD22 MR1 HNRNPU CFDP1 ABCA10 ATP5MC3 PIP4P2 DBI PCDH1 SH3RF2 EEF1A1 SSBP3 GRHL3 CCAR2 ALDH16A1 EIF4A1 LEXM VANGL2 MT2P1 WDR26 MEMO1 S100A12 IFI16 TIPARP CCNL1 ZC3H12A NDUFS4 OSGIN2 SUN1 HNRNPK INPPL1 ZNF219 AMOTL1 RIC3 NAV2 SMAD3 UGT1A6 RNF214 ANKRD11 KMT2D NXN TRPV3 LTBP3 CXXC4 LRRC28 EFNA1 SNUPN PTAFR LIMS1 UBE2E3 FRMPD2 KRT8 KCNG3 PRKCE SOCS5 TRIB1 SAA1 SPTBN2 ATP2A2 VWC2L MFSD4A OR9G1 LONRF3 ETV4 CHMP6 WSB2 TBL1XR1 SRRM3 NDUFV2 STX19 ERFE RMI1 PTPN11 CUEDC1 ZNF746 EPGN TSKU TXNRD2 KRBA2 SEPTIN9 ZBTB7C UBOX5 BRWD1 MORF4L1 C2orf76 RXRA GPR141 NANOS3 OR7A5 PLEKHG4 HRCT1 PLXNB2 HRH1 FLNA CASP4 ARRDC1 PIWIL2 SIPA1L1 HOXA4 PRIM1 TMPRSS11F YTHDF2 IQANK1 CAPN8 LINC02868 PHACTR4 BRD2 VWA7 MPIG6B AL133464.1 AC007389.1 CCDC85C LINC01531 RNU6-1 CSNK1E EVPLL FMO9P LINC00240 LINC01671 LINC01623 PRKCE-AS1 TMEM253 LINC01503 PINLYP AC022034.1 FLG-AS1 AADACP1 LINC00886 RPS21P4 LINC01513 TRMT9B AC009123.1 MALAT1 RNU6-100P RNA5SP402 STAU2-AS1 LINC01932 NDST1-AS1 AC011092.2 AC066612.1 OR1F1 ANXA8L1 ANXA8 MIR3649 LINC01764 AC005264.1 HOMER3-AS1 HNRNPD-DT PACERR SH3PXD2A-AS1 MIR4521 SEMA3F ABCB5 PRSS22 ITGA3 RHOBTB2 FAM76A APBA3 EXTL3 CLCA4 ATP2C1 AGPS PHLDB1 ZNF839 DERA HSD17B6 CUL3 LIMA1 TBC1D22A KCNH2 ZNF280C MTA3 CROCC YBX3 GPC1 SBNO2 ZFAT SLC44A1 NDST1 ACTN1 XRCC1 PTGS2 CDHR2 SLC12A1 ZNF638 PLD1 SLC46A1 TRAF4 MBNL3 EPB41L2 ATP8B1 FAM135A ITGB5 CD82 MYNN MAP3K4 IGSF9 ZFAND6 RFX2 TMEM40 DYNLL1 PLEKHG2 RFFL UNC13D COMT HIVEP1 ZNF184 NRP1 PALMD TRMT2A RANBP1 LRP5L TRIOBP POLDIP3 MYH9 DAAM1 ZMYND8 NDUFAF5 TRIB3 HM13 MANBAL ELF4 RAB40AL GABRE DHODH MPG COTL1 USP31 HMOX2 PPP1R37 DOT1L CCNE1 ICAM4 HBP1 LFNG VIPR2 RPA3 COA1 SPIN1 TLE4 CDH23 TASOR2 RNF43 ENO3 SMARCD2 PPARGC1A UNC93B1 PDHX SLC35F2 SOX6 PITPNM1 CORO1C LTA4H WNT5B SCNN1A SRSF3 CD83 TFEB TTK COL7A1 NDUFS7 PDCL3 STK25 SLC1A4 THADA C2orf42 TIA1 TCEANC2 ICMT DOCK7 CTSD KMT2A MYL12B TJP2 PHF19 KDSR C19orf25 TMEM214 EPCAM TGFBI MYOT CSTA ADGRB2 PIK3CA CBX3 SMU1 ITPR2 COQ8B SLPI XPO5 BARHL1 FNDC11 CLPP ATG4C EML2 SBDS UXT PLEKHG3 OMG RAB3IP SEM1 CDC42EP1 TPST2 EMC4 GAD1 ARPP19 CCNT1 MTUS1 MLLT1 GDF15 ATXN10 NPAS1 PPAN PLXNA3 UBE4B TRAF7 RFX1 MRPL35 SERPINF1 GRSF1 PATJ BEX2 MYO18B RRAS2 EDEM1 MEIS2 NAV1 FHOD3 SLC37A2 CD36 SYNCRIP WNT10A TMBIM1 CKAP2 IGF2BP3 RAPGEF5 RAC1 MYCBPAP TOR1A NIBAN2 RABEPK PDCL TJAP1 VARS2 FAM8A1 TMPRSS4 POU2F3 KNL1 ADAM10 FAM149B1 FAM13A HNRNPD DUSP6 USP3 MFGE8 VPS53 RETREG3 MVB12A SYTL1 TINAGL1 NECTIN4 PRUNE1 MINDY1 ARNT GATAD2B ILF2 WDPCP DIS3L2 NICN1 EAF2 ANK2 SSBP2 TNIP1 RNF217 EGFR RGS20 MAL2 FAM83A PAXX RSU1 ADD3 MTA2 CABLES2 ABCB9 PLOD2 TRAPPC8 NMRAL1 AK5 CXADR NCAM2 HEATR3 C8orf37 HK1 TYSND1 HTR5A XDH XKR8 FBXW5 CYB5R1 ZNF362 PCSK7 NLRX1 SLC25A44 SQSTM1 FBXO27 AK4 DHRS3 DNAJB4 VPS72 S100A11 PMVK ATP1A1 EIF5A2 PPM1L THOC7 PLB1 BAP1 TKT PRKCD SPRY1 RHOBTB3 RICTOR DAGLB DLC1 DNAAF5 FAT3 PCF11 GHITM ANKRD2 E2F7 PLEKHF1 RIMKLB ATF7IP2 MIDN AXL KLK6 SRP68 FAM83B BMI1 HR BMP1 PHYHIP HJV SLC25A6 UBE2V2 PTPN9 CCDC144A PYM1 TRABD GSTA4 MCC HOPX CTPS1 MACROD2 ARNT2 OVOL1 SSH3 DELEC1 SNCG DAG1 NABP1 HAP1 XXYLT1 AKIRIN1 SH3PXD2B HRAS ERCC4 BAIAP2 DOK7 OR10AC1 PRR15 GNG7 RBIS MIR7-3HG C8G PLEC CTNNBIP1 PFAS GADD45GIP1 RCC1 TIGD2 CAPS2 FRAT2 ZBTB20 TNRC18 RGMA HCAR2 TMEM95 HMGN4 NAA38 AP2A2 MRPL54 CCR3 CHEK2 PCDH9 CLDN6 CA13 SEMA4B RAB11B TMEM105 PBX1 ANKFY1 LEMD1 KRT5 SPATA12 HEXIM1 ZNF395 PTMA C17orf99 EYS C15orf62 FAM230G EEF1A1P5 GREB1 PPIA ZFP62 S100A2 AP2A1 MFAP5 SERPINB13 RPL37A POTEH MDM4 APCDD1L TYW1 RNU5A-1 VTRNA1-1 RNU5B-1 RNU6-263P RNU4-1 RNY1 RNVU1-6 RNA5SP334 RNVU1-21 VTRNA1-3 RNU4-2 LINC00963 DDR1 RNF39 CST9LP2 LINC01556 RNU6-925P RNVU1-14 MIR203A MIR7-3 SNORA48 SLC48A1 TRAJ7 RNA5SP354 KLK9 ADAT3 RPS29 GTF2H4 ANG RPL39P5 LINC01588 FASTKD5 HOMEZ MARCKSL1P2 OR7E104P H3C9P RNU6-380P RNA5SP60 RNU6-1245P RN7SKP192 RPL30P3 LINC01133 SFTA1P PROSER2-AS1 SCAMP4 LINC00111 SNAP25-AS1 TXNP5 ITPRIP-AS1 LINC01350 MRPL45P2 NECTIN4-AS1 RGS17P1 LINC01758 MYOSLID AL669831.3 AURKAP2 PA2G4P4 LINC02541 LINC02595 LUARIS LINC01704 LINC00112 AL121601.1 LINC01719 CTXN2 RPL35AP AL606970.3 LINC00993 LINC01920 SCAT8 LINC00479 LINC01358 LINC01275 DDR1-DT CASTOR1 RPL32P30 SNHG3 LASTR CD200R1L-AS1 PPAN-P2RY11 MRPS31P5 LINC02709 NEAT1 LINC01962 FMN1 MTND5P11 SPATS1 EAF1-AS1 MRPS31P4 LINC01181 RNU6ATAC32P TMEM200B AC083973.1 LINC02739 NPIPB8 BRWD1-AS2 TMPO-AS1 ZBED6 LINC02354 RNASE4 LINC02205 LINC02846 LINC01229 LINC02136 CCDC92B RPS7P1 THCAT158 LINC01919 MIR5684 SNORD3A MIR4492 RNU4ATAC MIR4999 ESRG AP002478.1 UXT-AS1 MIR2117HG AC006262.1 AC016727.1 KATNBL1P5 ATP5MGP8 LINC02336 LINC02098 RNVU1-27 RNU11 RNU12 AC008556.1 PSMB3 GHET1 LINC01144 MIR5087 ZNF197_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF197_TARGET_GENES LASP1 RBM6 ST7 FBXL3 CDKL3 CCDC124 SYN1 MPND NFIX MAPK8IP2 UBE3C PTBP1 CALCOCO1 MDH1 COX15 XYLT2 NR1H3 IKZF2 ARID4A GAB2 CLEC16A STAU2 CAPG AP2S1 USE1 PTPRN SEC61A1 FLYWCH1 WNK1 CCAR1 SEZ6 SLK CYB5R4 GPKOW ING3 SEL1L DAZAP1 ASIC4 CHFR PPP2R2C CDHR2 TIMM21 RAB7A PPP1R12B DYNC1I2 GNB1 MLLT10 RUNX1T1 SCGN PUM3 RBL1 MEF2C UBA5 PHLPP1 BCORL1 PPP1R15A ATXN7L3 ALG6 GP6 ASAP3 CHGB FBXL19 MARCHF2 MADCAM1 CABIN1 GRK3 PATZ1 CYB5R3 CBX7 SYNGR1 RANGAP1 DESI1 AHSA1 RIN3 HIF1A ARHGAP5 NDRG3 ADNP TRIB3 CSNK2A1 HM13 TM9SF4 CHMP4B TBL1X AMMECR1 TSC22D1 CORO1A TSNAXIP1 ZNF821 SMPD3 GSPT1 USP31 CCP110 HERC1 AP3B2 SCG3 FZD3 CPQ GFUS LEPROTL1 TULP2 ECH1 OAZ1 TLE5 NOP53 BABAM1 RABAC1 CARD8 LIG1 ZNF175 PRPF31 TFPT PDE4C USF2 ATP13A1 SIPA1L3 MPP6 KDM4C LHX3 NPDC1 PLEKHA1 CDH23 GIT1 RUNDC3A UBTF DHX40 PIGL NAGLU WSB1 VTN PHF12 NSD2 C11orf21 KCTD10 CAMKK2 CREBL2 ACAD10 ART4 CDCA3 WASF1 HSPA9 RNF130 ARRDC3 NR3C1 TXNDC15 TCERG1 CPEB4 NPRL2 CYB561D2 GNB4 PODXL2 AUP1 HTRA2 CCDC88A IL1R1 STK25 PRKD3 COX7A2L THADA CACYBP PHF13 MYCL PADI2 RAB29 B4GALT2 DR1 MYB PTBP3 NEK6 DENND1A NRDE2 SLF2 CUTC KCNIP2 NUDCD1 ENY2 EPC1 KBTBD7 APAF1 NPPB LYPLA1 FAM117A ZC3H7A SPINK4 PLAU WWP1 PKN1 NEUROD4 NFE2 IKZF4 ACSL3 STAU1 PPP4R1L RPP40 BARHL1 PPP1R12C ATG4C MKKS MAX TMEM115 SCAF1 ZNF484 COX7C GFER FBXL16 SMARCA4 AAMP PNKD SEM1 DGCR8 MINDY2 CBFA2T3 PRKCSH UNC13A UBAC1 ZBTB46 TMEM160 ZNF331 ZNF236 ZNF227 KCNC3 C1orf159 LRRC41 ENAM H3-3B UNK MMACHC KRBA1 LARS1 ARNTL MEIS2 GRHL1 CRB1 ACP2 BICDL1 CCDC146 ADGRB3 AKIRIN2 ACVR1B AHI1 KCNK1 DNAJB2 BZW2 TACO1 KAT7 SKIL TOR1A ZFP37 HEMGN TMEM14B VARS2 FCHSD2 CCDC90B ZNF280D KHK THUMPD2 PREPL EXOC6 SMARCAL1 FASTKD1 TPH2 TMTC3 ARMH4 UBE2Q2 PCSK6 CELF6 CPNE2 CMTM3 RANBP10 NPEPPS CLTC SLC14A1 FBXO15 TPGS1 SH3GL1 ERVK3-1 NOSIP STRIP1 PPOX MRPL24 EFNA3 GALM CAMKMT WDPCP UBXN4 FBXO38 GLRA1 BOD1 ANO7 GPR6 TMEM181 CCZ1B CASK HDAC8 SNX12 LACTB2 FAM83A PROSER2 USP6NL COMMD3 HIKESHI SLX4IP TBX6 GPR158 VIPAS39 ACAD8 THYN1 RNF144A RABGAP1L SH2D6 ZNF776 GRM1 TXNDC11 ZUP1 IMPACT PRKCA ABCA5 ELOC CCDC174 CXXC1 PTPRN2 LARP1 PIK3AP1 DCK TSPAN7 LHFPL4 BUB1B HTR5A ST3GAL2 FCSK GAREM2 PANK4 PAFAH2 FANCC AHCYL2 GPAT4 DEDD MPZ ZFYVE28 CARMIL2 ZNF221 DFFA SPTBN4 CRTC2 PRPSAP1 LEMD2 ADCY9 TAL1 LYSMD1 SCNM1 EOGT POGLUT1 ANKZF1 NFASC RYBP ALB SLMAP FYCO1 YEATS2 ERMAP WDR82 SAP30 RHOBTB3 SFXN1 PI16 DNAAF5 NOS3 CDK5 SLC4A2 SNAPC3 ANKS6 AKR1E2 KBTBD6 NSD1 GHITM BTNL9 METTL3 ZFYVE1 IKBIP BTRC SGPL1 APBB1 NUDT13 IFTAP ZMAT1 ATF7IP2 NNMT YPEL4 CLPX MARS1 PHB DOLPP1 PPP2R3B ZNF444 BSCL2 CCDC88B GNG4 IRF2BP2 ATG4B CDC40 STAT3 ADAM9 FAM178B GFM1 DHRSX KCNAB1 CRADD PTK2 TM2D2 FASN ZNF32 NRG4 TMEM266 OTUD7A FAXDC2 TMED10 SETMAR DENND5B PA2G4 TRABD CHD7 CLSTN1 TCEA2 SPATA5L1 WDR87 ZNF570 SCG2 SHLD1 BSG PRSS27 CLP1 BANP MUS81 CFL1 TMCC1 RNASEH2C ABLIM3 EHBP1L1 ZNF417 UQCRH STAT5B KCNH6 UBXN2A DDX23 PTDSS2 VCPIP1 MRPS22 SH3BP5L PPM1E MRPL48 TMEM70 PLEKHF2 UBE2O CRYBG2 TMEM39A TCP11L1 MYO1D RUFY1 MIR7-3HG THAP4 SEC24C ZBTB38 SAMD9L PGBD5 SRRM3 RIC8A STAP2 AMER3 TMEM11 HTR1A OPLAH FBXO34 MRFAP1 PACS2 DNHD1 PIPOX PCBP1-AS1 SEPHS2 LSM10 UBE2E2 IZUMO1 AP2A2 GPR19 UTP11 TRMT12 MACC1 BTBD9 ACTG1 PGP KCNK12 OSBP2 SUMO3 MANEAL PRMT3 CCDC137 ZSWIM9 BLOC1S4 LINC02610 RXRA ARAP1 C17orf58 MAPT MITF PP7080 SBK1 SUMO2 HMX3 UROS NDUFA4 ZNF140 NOXO1 ZNF569 ZNF605 SIAH1 MAN2A2 ZNF585A TRIM33 GYPE IRF1-AS1 ZNF615 RPS26 LHFPL5 CCDC151 ZNF84 ZBTB14 SFI1 ZNF649 MIER1 TFDP1 UCKL1 MYL4 C6orf89 CEP290 TEX45 SCAMP5 ATG9A RN7SKP245 RNY3P11 RNA5SP324 RNU6-169P RN7SKP249 SNHG5 CFAP99 RNVU1-15 MIR7-3 TRAJ23 SNORA74B SYT3 KRTAP2-4 ADAT3 GTF2H4 LINC01521 ST7-OT4 FAM185BP STARD10 IFRD2 LINC01347 PTGES3P2 SELENOKP2 MIR1205 XKR9 RNA5SP60 RN7SKP168 RN7SKP192 CCDC18-AS1 SLC9A3-AS1 CADM3-AS1 CHCHD2P1 SMIM2-AS1 RABGAP1L-DT RNF6P1 SCAMP4 SNAP25-AS1 KATNBL1P6 XIST ZNF688 ZNF341-AS1 LINC01098 MYO3B-AS1 LINC02777 UBE2E2-AS1 AC005083.1 UBE2V1P4 ZNF37BP LINC01287 C19orf81 ZSCAN31 AC087294.1 CDKN2AIPNL LINC01732 LINC01275 AL109615.3 AL391832.2 RNU7-55P RN7SL75P CRCP PISD CCDC137P N4BP2L2 AC090515.2 ZNF84-DT AC011346.1 MEF2C-AS1 LUCAT1 LINC01088 SRD5A3-AS1 ABT1P1 NIFKP7 RNU6-218P AC015468.1 AC083973.1 ALG1L13P LINC00824 DENND5B-AS1 HMBS ZNF225 ZNF350 PSMA3-AS1 CNPY2 FNBP1P1 AL158801.2 ARHGAP5-AS1 PCSK6-AS1 LINC02178 LINC01898 LINC02252 DKFZP434H168 SCRT1 CCDC92B GTF2I MIR4729 ZNF236-DT MIR3124 NOS2P4 MIR4309 MIR4766 LINC01929 AC011476.3 RPL23AP77 THA1P RUNDC3A-AS1 CARD8-AS1 COMMD3-BMI1 TMCC1-AS1 SAP30-DT NPEPPSP1 RNU11 TADA2A SRCIN1 MIR7155 AL354696.2 ACACA BANCR CCDC163 MIR4531 PRMT5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PRMT5_TARGET_GENES CFLAR POLA2 PRKCH POLR2B ADAMTS6 SDCCAG8 KLF6 NRP1 POLDIP3 DAAM1 TBL1X PGK1 HNRNPUL1 EHD1 C12orf57 PHF1 RND3 THADA NFE2L2 CCN2 SPINK4 HIVEP3 SIN3B TPST2 CD68 SH3BP4 KMT5C MICAL2 NREP PRR5L ZC3H10 GARNL3 FLOT1 PRCP ESYT1 FRMD6 NCOR1 FOXK2 EPHA2 TNIP1 ANKRD1 UTRN ABCA10 H4C8 TAGLN2 SQSTM1 BAP1 CLDN2 PRRT2 AXL NXN KRT80 PLAAT5 GABARAP FEZ2 ARNT2 ZBTB4 RIN1 ZBTB38 POLR2A SCN5A CLDN6 FAM186A TRABD2A AFAP1 H2AC11 H4C3 NOL4L UCKL1 RNU5E-6P RNU6-1 TRBV12-2 NRAS KRTAP2-4 DDAH2 CCNB2P1 SLC12A8 RN7SKP192 FCF1P7 LINC01776 PDZPH1P HCG20 LINC00702 LINC01719 LINC02599 SIX3-AS1 LINC01186 RGL2 RNU7-1 LINC01119 LINC02709 LINC02742 ZFPM2-AS1 MIR3193 LINC01910 LRRC2-AS1 IER3-AS1 LINC02098 RNVU1-27 RNU11 H2AC12 RNU12 TERT_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TERT_TARGET_GENES LASP1 ZNF839 C12orf4 POLR3E SFSWAP ACTB RFX3 AGBL5 MYNN PPEF1 PLEKHG2 SETD1A PRMT5 PGK1 FBXO31 RAB11A CGB2 RELB GARS1 PPP6R3 LTA4H RAD51AP1 NCOA7 ECT2 NDUFS7 C2orf42 TIA1 WBP4 ARL1 ZSCAN18 KLF2 PARP2 JUND METTL26 LRP3 RFX1 KNL1 BCAR3 SHF SMARCC2 POLG MAP1LC3B DPP9 ILF2 TRIM41 PAMR1 C8orf37 BRPF1 H4C8 TAGLN2 CCDC107 PLXDC1 FMC1 SLC27A4 HJV KRT8 GSTA4 ZNF131 MCRIP2 MUS81 CFL1 HSPA6 RNASE11 B4GAT1 MED16 ATG13 MIR7-3HG TIMM22 ALOXE3 CIITA MYADM HARBI1 TMEM259 HMGN4 TCTEX1D4 WASF4P GARS1-DT VTRNA1-1 RNY1 VTRNA1-2 RNU6-8 RNY3 VTRNA1-3 LINC01556 CDKL4 RNU6-1 RNU6-2 RNU6-9 MIR7-3 SACM1L RPS29 ANG CD83P1 H3C9P RNU6ATAC BTBD19 RNA5SP304 HCG14 LINC00240 LINC01623 AC004941.1 BX284668.2 LIMD1-AS1 AGBL5-AS1 RFX3-AS1 BCYRN1 LINC02453 RNY4 LINC02739 AP001107.9 AL132780.1 RNASE4 LINC02136 AC124068.2 OR1F1 AC020911.2 CGB1 MIR3188 FMC1-LUC7L2 VTRNA2-1 RN7SL2 RN7SL1 RNU1-5P RNU1-6P PSMB3 GHET1 MIR4521 ZNF213_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF213_TARGET_GENES LASP1 KDM1A PDK4 REXO5 TNFRSF12A LUC7L CELSR3 AASS FAM76A BAZ1B RANBP9 EEF1AKNMT MBTD1 RABGAP1 EXTL3 ANGEL1 ZNF839 TBPL1 GRN RFC1 TLL1 VCAN NOP16 FAM120A KITLG HEBP2 TAB2 GDI2 NDC1 PSD QSER1 WNT8A SFSWAP TM7SF3 AP3D1 PDE4A RHOA NUCKS1 LRP6 MNT CSNK2A2 RPS6KA2 NLE1 SMARCE1 KDM5A SLC24A1 ANKRD13A ACER3 N4BP2 TIGAR ZCWPW1 TP73 CROCCP3 AGBL5 MYNN ANKRD10 TESC ESF1 CDIP1 RCOR1 PAPOLA GLG1 PLEKHG2 SPAG7 SEMA6A MFSD11 SH2D3C SORBS1 CDC34 IZUMO4 GADD45B MED15 SNAP29 TOP3B GGA1 ANKRD54 PMM1 TM9SF1 RNF24 NDUFAF5 CEP76 SMAD7 MTMR8 RP2 DNAJC3 ZNF629 PHKB PLA2G15 CRYM UBFD1 EARS2 STX4 KAT8 RNF40 MTFMT TMEM87A BRF2 NBN R3HCC1 KCTD9 SNRNP70 FCGRT TRMT1 TLE6 TGFB1 PRPF31 TFPT ETV2 KXD1 CBLL1 SSBP1 GARS1 RPA3 PSMA2 MRPL32 TMEM248 GALNTL5 DDX58 ZFAND5 HPS1 LIPA CPEB3 FBXL15 STN1 EBF3 RPL28 HOXB6 DRG2 SMARCD2 DDX5 EFTUD2 PRKAR1A NFKB1 LRP2BP FAM149A SLC35F2 SLC11A2 ITFG2 SH2B3 DDX55 TIMELESS CHPT1 PAK1IP1 CILK1 MED23 ZBTB24 QKI FAM120B TTC1 PDE4D CPEB4 ARMC8 C3orf52 FRMD4B ABTB1 RPS15 NFE2L2 MARK1 CACYBP ARHGEF2 SMG7 WLS AGMAT ADPRS WARS2 MRPS15 RBBP5 CD160 NSL1 ARID1A USP35 UBE3D CCNI UBN1 PTPA RBM18 ZBTB45 WDR11 GNA13 HOXB3 CCDC77 ENOX1 FAM53C ARL1 SOCS2 SEC22A CLCC1 SLC25A51 TSFM NCKAP1L KBTBD4 SDC4 NRN1 CNOT1 RTN2 SYMPK PCID2 BCL11B SIN3B WDR24 KDM4B PSMG2 INO80 KNSTRN ITFG1 ASH2L RPL36 EXOSC2 ZC3H4 ANGPTL6 PPIL4 GSE1 RFTN1 RBSN RPL27 ACAP3 RFX1 PRKAA1 COQ3 ANKRD17 GPS2 HAPLN2 DCLK1 TPT1 RTN3 SBF2 ELP3 DDB2 DSC3 FADS2 USP30 SRPK2 MTO1 AKIRIN2 MAP3K7 CDK4 ZC3H10 TOR1A TMOD1 GARNL3 HMGA1 C6orf52 TGS1 NDUFAF1 FAM117B INTS14 ARHGAP24 GPAT3 GSTCD INTS12 RNF185 PRICKLE1 GAS2L3 GIT2 CCDC65 ESYT1 SBNO1 CUL4A DCAF5 GLYR1 COPS3 GFOD2 CLTC SS18 ZMYND15 CSNK1D CBX4 SLC39A3 DPP9 APP SAE1 GPN2 ITGB3BP MTF2 UCK2 UFC1 NUF2 RGS5 DTL EIF2D INTS7 ILF2 CALM2 FANCD2 TCTA NICN1 SSBP2 IQGAP2 FBXL17 ZMYM4 ZNF92 MEPCE GINS4 MRRF REXO4 LRSAM1 DPH7 FRA10AC1 DNAJB12 PAMR1 NCAM1 VPS51 PIH1D2 NKAPD1 TMEM86A NPAS3 PTPRO SAV1 CCDC122 SPEF2 MED21 CNKSR3 TRIP12 FBXO36 SREK1 OTULIN ENPP3 ENAH MRPL39 CCDC144B PDIA4 PDZD9 MIDEAS ZDHHC5 MED19 BRPF1 EXOG FCHO2 PAFAH2 GRHL3 CDC25C H4C8 RCAN1 ADPGK TEPP ZYX AGPAT3 SRSF2 CXCL16 SYVN1 C1orf87 KLHDC9 BPNT1 CFAP221 BOLA3 PYGO2 WDFY3 PTPN13 CCNL1 SENP2 ARHGEF3 HSPA4L CCDC127 MED30 FASTK PDP1 NOL6 COMTD1 FRMD7 TSC1 GFI1B PSMC3 RAG1 WEE1 ZNF3 GOLM2 EVA1C SGSM1 CCDC103 ISLR2 KMT2D CYP2S1 NXN GLOD4 PRDX2 TMEM68 SRRM2 ZEB2 LUZP1 DUS1L WNT10B ZNF747 PUSL1 CHD3 USP47 ZNF212 EMX2 KRT8 FOXA3 HOXB9 TPT1-AS1 CHST11 ATF7IP MRM3 PRNP RAB33B MOB3A SLFN12 TEFM GNB2 PRSS27 RND1 DCP2 NAA20 XXYLT1 PITPNA B4GAT1 SH3PXD2B RPL15 PDE12 KCTD13 TRAF6 ATG13 EIF3F AURKAIP1 KBTBD11 SCN4B NR2C2 GBA RPS27 DMAP1 ZNF518B AURKB SPTY2D1 RAB39A EGR3 HARBI1 YOD1 WDFY3-AS2 CAPS2 ADO BACE2 FES GUSBP1 KIRREL1 TOB2 ADAP2 SEPTIN9 CDCA2 ZBTB40 KIAA0825 ARL15 BRWD1 MORF4L1 LAMP1 KLHDC8B CIDECP1 MTARC1 ANKRD37 HEXIM1 SAMD11 UBQLN2 ZC3H6 RBM34 AC099489.1 TRMT2B FAM120AOS KCTD21 H1-0 CCDC189 SPATS2L GARS1-DT MFSD14C ERI2 MAML3 ADA FLNA GMFB LRRC8B H4C11 MAP3K5 ATAD3A NKIRAS1 RPL12 MARCHF5 ZNF607 YTHDF2 CALM1 DLL1 TSEN15 SGMS1 TATDN3 EFCAB7 TAP2 TRIM15 DISP3 GABBR1 TRIM13 SYCE1L AC098591.2 SRRM2-AS1 RNU6-166P RNVU1-14 MIR615 MIR194-1 SACM1L MIR759 TRIM59 TTLL13P TMX2 HEXA NDUFS3 RPS29 CENPBD1P1 PPM1N CSNK1E IRF9 GANC NEURL1B FAM187A AC141586.1 UMAD1 LINC01881 LINC00466 PRKAR2A-AS1 BOLA3-AS1 JPX FGD5-AS1 RPL39P40 WDR11-AS1 LINC01132 SDAD1P3 ASS1P5 LYPLA2P1 LINC02585 WEE2-AS1 EMX2OS LIMD1-AS1 WARS2-AS1 DLEU2 AGBL5-AS1 TMEM44-AS1 GRHL3-AS1 SMG7-AS1 SNHG7 LINC02609 TRIM26 FAM133B LURAP1L-AS1 AC013270.1 AC002310.1 SNX25P1 CDKN2AIPNL ZEB2-AS1 RPL32P27 FABP5P3 PI4KA CCDC169 TMEM141 RPL30P11 MEF2C-AS2 SNHG6 DNAJC3-DT AP000802.1 RRN3P1 CCDC169-SOHLH2 GGCTP1 AC090136.3 LINC01485 LRRC24 AP001107.9 BRWD1-AS2 ITFG2-AS1 TESC-AS1 CEP95 HEXA-AS1 LINC01238 AC010491.1 CLCA4-AS1 OR1F1 MIR3197 MIR548AW NBPF11 MIR3928 NOTCH2NLA SUZ12P1 MIR3162 MIR3613 MIR3190 AC067852.2 AC020911.2 SNHG30 ZSCAN16-AS1 HNRNPMP2 EGLN2 LINC01235 NBPF14 AL451085.2 AC008972.2 DCP1A ARHGEF2-AS2 CWC25 NATD1 RN7SL1 LINC01012 XPO1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/XPO1_TARGET_GENES TSPOAP1 TBPL1 FSTL3 P2RY10 CPXM1 CCNG1 ITGA4 IGLL1 PRR5L GARNL3 HEMGN SDE2 ANK2 PIK3R1 HHEX NUDT8 IRF2BP2 PTK2 PCED1B SNORD118 RNU4-1 LINC00887 CRPPA-AS1 SYPL1P1 CFB MIR3142HG HOXB7 TSPOAP1-AS1 RNU11 SETD1A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SETD1A_TARGET_GENES LAS1L RAD52 BAD POLDIP2 AK2 KDM1A VPS50 NDUFAB1 CDC27 ELAC2 PNPLA4 CDKL3 DNAJC11 E2F2 SPAG9 MED24 NCAPD2 FUZ AKAP8L LARS2 ERCC1 PSMC4 MDH1 NUDCD3 NCDN AQR ZNF839 NDUFS1 ERP44 STRAP UBR2 KPNA6 SNX1 ARID4A ALG1 CYP46A1 ZZZ3 MFAP3 BOD1L1 PHF23 LSG1 WDR37 NOP16 MRPS10 VAMP3 PTCD2 LETMD1 AP5M1 NOP58 SZRD1 FAM114A2 ATG5 PITHD1 RIOK2 CCAR1 SPAG4 MRPS35 SFSWAP CS SPHK2 RPL18 BORCS8-MEF2B RFXANK DGKA KARS1 CYB5R4 CDK13 LRRC40 THUMPD1 ZFAT CBFB HEATR6 GRIPAP1 IP6K2 SIRT2 NUP133 NUCKS1 DNAJA2 PIGB RAB27A EXOC5 BUD23 DERL2 KDM5A EED HACD3 TIPIN TIMM21 ADD2 SLC25A3 SART3 BAZ2A ANKRD13A SNRPA EXOSC5 DYNC1I2 PPP2R5C RUNX1T1 THOC1 XRCC5 REXO1 CDC14A DDX1 DNM2 RAB21 SRCAP PUM3 DLGAP4 ZNF510 WDR70 STRADB CCNT2 FAM135A MRPL22 GEMIN5 KAT6A TNPO1 ITGAE ZNF586 YTHDC1 STARD7 HADHA SCAMP1 NFX1 MRPL28 TMED2 ZW10 ALG9 ACOX3 BAX NLK DNM1L ERGIC2 AURKA TPX2 KIF9 MAPKAPK5 ESF1 ANAPC5 TMEM230 DZANK1 GCN1 KIF16B TRMT6 ZNF302 NECAP1 DHX32 SPTLC1 MRPS33 NUDC DNAJB11 GOLGA3 RBM27 TXNL1 SPAG7 PPP2R3C SUPT16H TOX4 WDR76 HDAC6 CDC23 DHPS PTGS1 CWF19L1 IFT74 SETD1A MARCHF2 TRMT2A RANBP1 KLHL22 MED15 SNRPD3 PES1 GGA1 HPS4 SRRD ANKRD54 DEPDC5 CENPM TOMM22 RTCB RHBDD3 HMGXB4 HMOX1 RPL3 SLC25A17 ST13 RANGAP1 VCPKMT PSMC6 PSMA3 TIMM9 KIAA0586 ALKBH1 SUSD6 VRK1 PPP4R3A PSMB5 TRIP11 CINP CHD8 PRORP PNN ABHD12 PFDN4 CSTF1 DIDO1 GID8 NDUFAF5 CSNK2A1 SEC23B MANBAL IDH3B CDK5RAP1 CHMP4B DHX35 ACOT8 USP14 TBL1X NXT2 SUV39H1 PIN4 ARHGEF7 LYRM1 NUP93 ARL2BP DHODH CYB5B PSMD7 COG4 NAGPA UBE2I CLUAP1 ELOB MAZ KAT8 VPS35L LACTB TRIP4 TTC23 HOMER2 TMEM87A BLOC1S6 TRIM35 ZFAND1 PYCR3 ERI1 MTMR9 DCTN6 R3HCC1 NUCB1 NFKBIB CLASRP PPP1R37 PPP1R13L TRMT1 SNAPC2 TIMM44 FAM32A MED26 RPS16 AKT2 PLD3 YJU2 TBCB POLR2I CACTIN MRPL4 ICAM5 RABAC1 GRWD1 TNPO2 WDR83OS GCDH SIPA1L3 GTPBP10 DUS4L LMBR1 SSBP1 HIBADH FKBP14 CHCHD2 PDAP1 BUD31 RBM28 LSM5 PLOD3 PHF14 TMEM245 TRDMT1 DDX50 MICU1 PPP3CB GBF1 CUEDC2 ACBD5 CUL2 PSMD3 CASC3 RECQL5 INTS2 RNF167 SLC25A11 CPD MED31 DRG2 SMARCD2 PSMD11 EFTUD2 DPH1 CRACD NDUFC1 GAR1 FRG1 CLCN3 FBXW7 DDX25 PUS3 KMT5B FOXRED1 RNF141 COMMD9 AMBRA1 C11orf58 RPS13 HPS5 GTF2H1 PSMD9 PRPF40B KCTD10 IL23A ITFG2 GPN3 AKAP3 OGFOD2 RAB5B NUP107 CNOT2 KRR1 MRPL51 COPS7A HCFC2 RWDD1 FBXO5 MAPK14 SRSF3 ZNF451 TSPO2 E2F3 MED23 WASF1 RPS12 SLC39A7 CCND3 MRPL2 CUL9 COX7A2 TENT5A MRPS30 HSPA9 MRPS27 CERT1 ITK CNOT6 LMNB1 TARS1 NUP155 TCERG1 BNIP1 TBCCD1 BCL6 ARMC8 RPL24 NCBP2 KLHL18 CISH MAPKAPK3 EEF1B2 SF3B6 MPV17 IFIH1 RPS15 GCA INO80B NDUFS7 WDR75 UNC50 CCT4 DARS1 PNO1 TRAK2 C2orf42 TIA1 TCEANC2 TMEM59 RPL22 HDAC1 S100PBP TRIM62 KIAA2013 SMG7 SRSF11 CRYZ TTF2 ADPRS WARS2 MRPS15 RLF SDHB ZNHIT6 RBBP5 ARID1A PPP1R8 POLR1G KMT2A ATF6 HS1BP3 GTF3C3 UBE2B HEATR1 INVS VPS4B FCF1 DNAL1 AREL1 TTLL5 ZC2HC1C SLIRP RBM25 SUPT7L GPAM GOT1 NUP43 CENPL NUDCD1 ENY2 MASTL CCDC77 KBTBD7 ALG5 EXOSC8 GLT8D2 PTK2B TARDBP RDH10 COIL SLC35B1 DESI2 ZMYM2 CCRL2 POLK RPL21 MTIF3 MTERF4 CCDC18 BBS9 SEPTIN7 KLHL7 ECD TRIR WDR83 ZC3H13 TSFM NFE2 IKZF4 FAM124B NCOA5 STAMBP NAGK SNRNP27 SNRPC RPS10 KLHDC3 SSR1 EEF1E1 NUP85 PPP1R12C CHCHD5 GTF2F1 TRIP10 GPR108 DTD1 SNRPB SNRPB2 MCM8 KDM5C RBM42 SCAF1 BECN1 NSRP1 ZNF384 EMG1 UXT TRMT5 IPPK ATP13A4 HELB UBR4 SLC35E1 METTL25 PMS2P3 TUBGCP6 SDF2L1 CDHR3 PRKRIP1 VGF MKLN1 KLHDC10 INO80 E2F8 TXNDC17 MPDU1 PUS7L RAB2B SGO1 DOHH ERMARD ECSIT RPL36 DDA1 RTN4IP1 QRSL1 EIF2S3 TMEM160 MED18 ZNF331 PPIL4 AAR2 CAP1 RBSN NR1H2 PSME3 RPL27 ANKHD1 C1orf159 PEX11B PRKAB2 SNRPA1 ACTR10 ZSWIM4 RFX1 LRRC41 DHX30 MRPL35 EEFSEC TMEM128 PNISR ANKRD17 UTP3 VPS13B TERF2 POLR3F DAP3 IGHMBP2 MUTYH CTNNBL1 ZSWIM3 AP3B1 POMP DSTYK TMCC2 ZNF414 LARS1 CA1 CCDC59 ERG28 NUMB COX16 MED6 ARL8B EMC7 LAMTOR5 NAPG CDC73 RPS15A DDB2 YARS1 ERCC5 HAVCR2 USP30 MTO1 CEP162 MAP3K7 DNAJC14 ITGA7 BLOC1S1 TSPAN31 PAN2 ESPL1 ZC3H10 CCT7 USP15 COG2 CEP350 MRPL44 TMBIM1 C2orf49 TBRG4 RSAD1 NMT1 VEZF1 TACO1 SMPD4 CCDC115 IMP4 STAM YME1L1 LRRC8A SMC2 TOR1A CDK5RAP2 HEMGN PDCL RANBP6 PLAA UBAP2 KLC4 TMEM14B MTCH1 TAF8 BUD13 MAPKBP1 NDUFAF1 KNL1 RTF1 RSL24D1 RABGGTB HADHB PNPT1 LRPPRC FAM149B1 SSB FASTKD1 SLC35A5 COX17 ZGRF1 AP1AR COPS4 NUP54 GSTCD INTS12 GUCD1 YARS2 ALG10 ETFBKMT NDUFA9 SNRPF SLC15A4 TCHP NUP58 SLC7A1 ESYT1 SBNO1 VPS33A RHOF DENR RBM26 ABHD13 ARMH4 SLC38A6 WDR89 NIPA2 BNIP2 HMG20A MAN2C1 LINS1 UQCRC2 GAS8 MED9 C18orf21 RMC1 RPTOR SLC39A3 FEM1A DUS3L DPP9 CCDC97 SIRT3 ERVK3-1 ZNF787 EVI5L RERE PEX14 KIAA0319L ITGB3BP PIGK RPS8 MTF2 STRIP1 TIPRL PRCC HDGF TOR1AIP1 SETDB1 MCL1 RFX5 PI4KB TAF1A HAX1 CREB3L4 CDC42BPA RPS27A WDPCP SNRPG TPRKB SCRN3 ANKMY1 COPS7B FANCD2 TAMM41 SLC25A26 ARL6IP5 LRIG1 ATG3 DCAF1 CBR4 NDUFS6 RPL37 BOD1 FAM50B FARS2 CDKAL1 ABT1 RPL7L1 PHIP ARMT1 C7orf50 CDCA5 ATXN7L1 NOM1 ADHFE1 MRPS28 RPL7 POLR2K C9orf72 ZCCHC7 ALAD POLE3 SURF1 SURF2 PTGES2 COMMD3 POLR3A RPP30 DNAJB12 TAF5 BTBD10 TUT1 PAK1 RPS3 SLX4IP CPSF7 DSN1 LTO1 MRPL49 FAU CCT5 ATPSCKMT ABCB9 UBC DCP1B UBE3B TEX30 SRFBP1 FAM177A1 NDUFC2 NUBPL CDC123 EPS8 CENPU NBAS TIAL1 MZT2B ATP5F1A XRCC4 SLC30A6 SAR1B DNAI4 SREK1IP1 CWC27 CAST RPIA HS2ST1 IMPACT ENPP3 MIA3 MRPL39 ATP5PF GABPA CCDC174 DPH3 OXNAD1 CXXC1 MPPE1 ANKRD40 FBXL18 TRMT44 SLC25A28 HSPA13 NUP205 TMEM237 MED7 RMND1 TMBIM4 VPS37A C8orf37 USP16 CCT8 SCAF4 RPL30 SUPV3L1 KAT6B TBC1D31 ZNF689 MFSD14A PDE6D BRPF1 SEC13 NECAP2 DHRS1 AASDH C9orf43 C12orf43 PAFAH2 H4C8 TSR2 ZSCAN12 DEDD NDUFS2 CCAR2 SYNJ1 PAXBP1 SNF8 GPBP1L1 TMEM69 EFCAB14 ANKRD18CP ATP6V0D1 PSKH1 CCDC107 CALM3 BSDC1 SSU72 UBE2J2 CCDC58 PKNOX1 HSF2BP RRP1B G6PD C19orf47 SHKBP1 ZDHHC12 MED27 FLAD1 ANO10 FDPS SLC25A44 CCDC12 PCYT1A SAP30BP LARP4 LEMD2 SENP3 EIF4A1 RPL26 AMDHD2 CLPB UBXN1 LBHD1 RPL29 ZFPL1 PARS2 LZIC TM2D1 TYW3 PEX19 ARL5A LYSMD1 SCNM1 IWS1 YY1AP1 TMEM183A ANKZF1 SUCLG1 RPL22L1 SLMAP SMIM14 U2SURP SLC4A1AP KIAA1143 KIF15 WDR43 ZNF148 TMEM41A RPN1 RFT1 GNL3 PBRM1 NAA15 NDUFS4 ANKRA2 UTP15 NSA2 GFM2 COG5 CTSB MED30 CDK5 SLC4A2 FASTK SLC25A32 DCAF13 VIRMA NUDT2 METTL2B NOL6 BRWD3 SKA3 MICU2 NUDT5 VDAC2 ABRAXAS2 ZNF219 METTL3 ZFYVE1 PSMC3 BTRC POLL BAG5 DPCD NOLC1 BORCS7 RPL27A TMEM41B CIAO2B AP1G1 CIAO2A PCLAF TERF2IP CLPX PATL1 MRPL16 MTMR10 PHB TRUB2 COQ4 URM1 CCDC103 SP2 COQ7 DUS2 TEPSIN ZNF226 PPP2R3B ZNF668 ZNF646 ZNF146 PSCA HDGFL2 HSD11B1L C19orf48 ZNF83 OTUB1 MIS12 MRPL58 FAM234A ZNF598 MLST8 E4F1 KCTD5 SDHAF2 BSCL2 SF1 KIAA1586 POLR2J3 NKIRAS2 DNAJC7 COA6 MMADHC CDC40 POLR3D TMUB2 ZNF507 STX18 DDX19A LRRC28 CEP120 E2F6 ZBTB43 XPO6 MRPL1 PCBP1 RAMAC HEXD GPS1 RFNG HNRNPF TRIM56 AHSP NLGN2 CDK1 TMED10 SP7 NFXL1 PYM1 NUDT9 ATF7 MSANTD4 ZNF160 KYAT1 TRMT61B TADA3 TMEM126B FAM98B CLCN5 MRPL36 ZNF524 PLRG1 CAMTA1 WDR87 RPS7 RNASEH1 TLN2 DRC3 C5orf34 ZNF131 ZNF596 CES2 PHF8 KAT5 DCAKD MRPL57 COMMD1 GPR137 MAP3K11 NMNAT1 RCE1 UQCRH PSMD1 ENDOV DDX23 RALGAPA1 LIG4 SNAPC5 MSL2 ANGEL2 TMEM167A LARP7 SRP72 CATSPERD MICOS13 ATR SNHG29 VCPIP1 ZNF408 ARHGAP1 ATG13 BANF1 TMEM9B EIF1AD EIF3F ZNF25 SART1 ALG10B MRPL48 TOM1L2 MTLN AURKAIP1 CSTF3 TMEM39A RTTN DNAJC30 USF3 LMNB2 RMDN1 IRAG1-AS1 TIMM22 TGIF1 RABEP2 PIDD1 RPLP2 HASPIN CSTF2T GBA POLR2L ANXA2R ZNF518A ARL6IP6 CENPBD1 IMP3 STAP2 SH2B1 TUFM MRFAP1L1 MRFAP1 FARSA ARID3B SHARPIN MAF1 PCBP1-AS1 FIZ1 PUF60 HARBI1 CMTR2 BBS12 OGFOD3 MRPS23 IST1 MRPS16 IZUMO1 C8orf33 PGBD4 TMEM198B SRPRA EWSR1 DDX41 SELENOF SF3A3 COA5 UTP11 TBL3 RBM12B TTC32 NPW CRELD2 TXNRD2 ZBTB40 DYNLT2 NELFA ZBTB37 SMYD3 SEPTIN7P13 FAAP100 PSMD13 ZFP36L1 PMEL ZBTB3 MYBL1 MORF4L1 LAMP1 ZNF267 CIDECP1 KIF18B ZNF501 TMEM222 KATNA1 RNF220 TCEA1 SECISBP2 MCRS1 FANCM FAM122A AC091057.1 DCUN1D3 ZNF383 C19orf54 SRSF10 NOC2L SF3B3 ZNF724 S100A4 SUPT5H XPNPEP3 POM121 ZNF565 LONP1 PRPF40A ANAPC7 MRTFA TECPR2 ERI2 NHLRC2 KPNA5 NOP9 ZNF585A METTL9 GMFB PCBP2 PCNX3 C1D MRPL21 IRF1-AS1 ATG7 MCMBP ATAD3A ZNF790 KEL IRAK4 ZNF251 DDRGK1 HELZ UCKL1 SPRED2 YTHDF2 TMA16 COPS8 TAFA2 CTR9 CNOT7 MTOR FOXJ3 OPA1 LTN1 TYW1 CIPC KIAA0753 DCLRE1A ATG9A MFAP3L FANK1 EFCAB7 SYS1 DAXX RXRB ABHD16A MICB DHX16 FAM216A UQCC3 E2F4 TMEM256 ITSN1 CRYZL1 C21orf62-AS1 DNAJC19 MIR638 MIR320A MT-TF GNRHR2 MT-RNR1 TSN LINC01089 DNLZ SUPT4H1 NRAS ARHGAP19 LBH LIPE-AS1 IRF9 GANC SMIM7 TSPAN4 AC011491.1 FAM187A ZSWIM8 TOMM6 SEPTIN7P2 POLR2J4 RAD51AP2 PHB2 LINC00680 PEX26 RPL17-C18orf32 TMEM242 TMEM167B FAM228B LINC01881 PPP3CB-AS1 AL441992.1 EXOSC6 VPS52 RPL23AP53 CCR5AS EPB41L4A-AS1 CCNT2-AS1 ATXN1L SMIM13 SVIL-AS1 TNK2-AS1 LAMTOR5-AS1 CETN4P NDUFAF8 TAF1A-AS1 JPX PIGBOS1 RPS27AP3 ZNF25-DT CHCHD2P1 RBM26-AS1 TP73-AS1 DNAJC9-AS1 WEE2-AS1 SEPTIN7-DT RPL41 KRT8P12 EMC1-AS1 PPP5D1 GTF2IRD1P1 KLHL7-DT ZNF341-AS1 SGO1-AS1 WARS2-AS1 RPS18 COA6-AS1 SMIM26 PTGES2-AS1 SMG7-AS1 LINC00167 AC016876.1 LINC00656 RPS28 RNASEH1-AS1 LIX1L-AS1 ZNF736 FAM133B MAPKAPK5-AS1 JRK SDCBP2-AS1 GAS5 NUCB1-AS1 CPB2-AS1 MKLN1-AS CAMTA1-DT C10orf143 RFX5-AS1 PAXBP1-AS1 RNU7-27P HLTF-AS1 ISY1 ARPC4 PISD SNHG3 STAG3L5P SOX2-OT MRPS31P5 WDR92 TMEM199 SMARCA5-AS1 SCAMP1-AS1 ZNF585B FRG1-DT SEPTIN7P14 SBF2-AS1 LINC02288 CSTF3-DT AC090061.1 STX18-AS1 BCKDHA OXCT1-AS1 ZNF324B ZNF564 ARPC4-TTLL3 ZNF718 LMNB1-DT MRPS30-DT AC023632.2 VPS13B-DT SYS1-DBNDD2 TMEM9B-AS1 BORCS8 ANKHD1-EIF4EBP3 EID3 POLR2M COA8 HMBS ZNF225 ZNF350 C17orf100 PSMA3-AS1 FNBP1P1 PRANCR ITFG2-AS1 AC090001.1 NDUFC2-KCTD14 AC109347.1 STAM-AS1 AC018845.3 LINC01238 AC106779.1 AC005837.1 AC138627.1 AL023803.1 AC099518.4 AC012184.3 ISY1-RAB43 TMEM256-PLSCR3 AC133552.2 RNF213-AS1 AP000845.1 SNORD55 MIR3124 AC018521.5 RBM8A RPL17 EEF1E1-BLOC1S5 MIR5091 AARSD1 AC027097.1 ASB16-AS1 ATF7-NPFF AC015936.1 AC025048.4 NDUFA7 MIR4453HG AP001462.1 IKBKG RPARP-AS1 SLC25A53 ARHGAP19-SLIT1 COMMD3-BMI1 RMRP AC009061.2 NCBP2AS2 BORCS7-ASMT AC009549.1 AL390955.2 AC026979.2 AC013400.1 GTF2IP13 PPP4R3B-DT GTF2IP20 AC073107.1 SLC30A6-DT STAG3L5P-PVRIG2P-PILRB GAR1-DT DCP1A CHASERR C2orf49-DT TMEM167B-DT MIR6790 INO80B-WBP1 PPP4R3B LINC02340 FRG1HP PIP4K2B GGNBP2 GTF2IP12 MIR4521 ZBTB5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBTB5_TARGET_GENES FKBP4 TTC19 QPCTL C12orf4 SFSWAP ZNF76 YBX1 EVI5 PRR11 TMEM260 NFATC3 SMARCE1 ANO8 ACTL6B RUNX1T1 MECOM GNAS FUS SEMA6A NUBP2 NDUFB7 SUN2 ASCC2 APOL4 CSTF1 MAPRE1 RGCC ZNF821 MMP15 NBN EEF1D NUCB1 PNPO DDX5 PTPMT1 HDDC2 PRSS16 HMGXB3 OGG1 PDCD10 HES1 HSPE1 SLC1A4 SSX2IP PIK3R3 TXNDC12 RPN2 TARDBP DDX54 ARHGAP9 SPATS2 MBOAT7 SNRPD2 PNKD RAC2 FOXA1 THEM6 GTPBP3 TBC1D5 ENOSF1 DAP3 ARNTL MEN1 OS9 AHI1 TTLL4 DDX56 IMP4 SLC2A8 FLOT1 KYAT3 SLC39A8 RITA1 TLE3 MAP1LC3B WDPCP HSPD1 CTDSP1 SNX12 NAPRT ALAD ASB6 ATG10 SCOC LINC00467 FBXO36 PRR14 BRPF1 H4C8 NRG2 ALDH4A1 ZYX ABR SPSB3 PAQR4 TAL1 MEMO1 CLHC1 CFAP221 PRKCI GYG1 PRSS12 CEP44 STARD4 TIGD6 PRIMPOL CDCA7L OXR1 PSIP1 PSMC3 CPSF2 TCP11L2 AP1G1 TTYH1 ARF4 FNTA CRADD FOS COMMD5 TSNARE1 ESCO2 CLSTN1 RRM2 ZNF596 ATG13 TIMM22 ZNRF2 TMEM102 IST1 FAM104B GDPGP1 TMEM121B NDUFB1 TSSC4 H1-10 KATNA1 CHP1 TRPV2 CCDC157 ZNF548 SUPT5H SCOC-AS1 ANXA6 H4C3 C14orf178 TMEM116 ZNF583 DCLRE1A ATXN2 C4orf46 SACM1L COG8 RBMXL1 NDUFS3 LCNL1 MTCP1 ZSWIM7 ALOX12-AS1 SKOR2 RNASEK DANCR LINC02575 C9orf147 DHCR24-DT SP2-AS1 HGH1 MBL1P NOX5 ITFG2-AS1 AL139021.2 AC096734.2 SMIM36 ZNF213-AS1 AP005329.1 GLUD1P2 HMGB2P1 AC132192.2 IER3-AS1 LINC00540 H4C5 H4C4 H4C2 TBX3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TBX3_TARGET_GENES SARM1 AK2 DVL2 ELAC2 CDKL3 ERCC1 MDH1 SLC45A4 SNX1 LRRC7 SH3YL1 CLEC16A RFC2 NDC1 GPBP1 CS EIF4B KDM4A LRRC40 IDH3G TBC1D25 PICALM RAB7A ANKRD13A PPP2R5C SRCAP RBL1 CCNT2 HAL WBP11 RAB10 ZW10 SRRT ERGIC2 ESF1 ANAPC5 AARS1 NUP50 VNN3 SEC22C DHPS TLL2 WASHC2A POLRMT RBX1 PRMT5 PYGL VRK1 RAB5IF CSTF1 NDUFAF5 TBL1X CAB39L INTS6 DHODH CMC2 LMF1 TRIP4 EMC2 SF3A2 ILVBL ZNF419 PLD3 PRPF31 EXOSC3 SUFU KPNB1 EFTUD2 NAT9 TMEM104 DCUN1D4 CLCN3 TBC1D19 OSBP PSMD9 GPN3 FGFR1OP2 MAPK14 UNC93A CUTA LOX FAF2 CLK4 ARSB TIMMDC1 SCAP NKTR KANSL3 CENPA EIF2B4 SNX17 NDUFS7 SF3B1 CEBPZ DARS1 DNAJC16 RPL22 SRSF11 MRPS15 RRAGC CDC20 PRDX1 TSPAN1 RPS6KA1 TNFAIP3 RAB3GAP2 UBE2B WDR11 RCL1 TBX2 BBS9 CBX3 SLPI NAGK KLHDC3 AHNAK SSUH2 ITPA HNRNPH2 RNF6 LSM8 COPB1 BBOX1 CD68 GDF15 RGN HAUS8 HACL1 RBSN RPL27 VPS13B ERAL1 DCTN4 HSPBP1 LARS1 ARNTL ARF3 CRB1 RNF138 RNFT2 CCDC146 CDK4 LTV1 RNASEH2B DNAJB5 GTF2B SLC35A5 SECISBP2L MMAB VPS33A IGF1R FTO UQCRC2 GAS8 GID4 ZNF473 MPC2 DCAF6 NUF2 RGS5 TARS2 SETDB1 RFX5 C1orf43 CALM2 WDPCP RAB5A SLC25A26 LRIG1 ATG3 TMEM44 CPLX2 CCT6A PSPH TMEM209 LUC7L2 C9orf72 LRRC27 HSD17B12 ALDOA TLCD3B TMEM218 DGKE SORBS2 SLC25A28 VPS37A CCT8 SH3RF2 BRPF1 DDX19B ETS2 F11R CCAR2 PAXBP1 RSPRY1 CALM3 C19orf47 BDH1 THAP8 ASGR2 MATN1 PUS10 MEMO1 SMARCAD1 PRKCI EFHB SNHG16 TIPARP RBM47 ARSK ACSL6 RPS14 C7orf57 FMC1 DCAF13 VIRMA MARCHF8 MBL2 SKA3 TSC1 TAF1D FAM227B C2 TPP1 ATP9B PKD1L2 MCM7 HSP90B1 PCLAF TMEM170A MAPRE2 ISLR2 CDK12 DNAAF3 C19orf48 STIP1 ADAL LCMT2 GFM1 EFNA1 C15orf40 BUB1 UGP2 BTD NANP UBB USP32 RBKS ENC1 TRAPPC12 ADRA1D ATPAF2 JMJD1C NME6 CYCS GNB2 RAD9A WASHC2C PSME3IP1 RPL38 KAT5 FAM222B TRIB1 ZNRD2 RIN1 ANKS4B MRPL48 NR2F1 RUVBL1 WSB2 NFATC2IP POLE MIEF2 FAM220A NSUN3 DHFR2 PER1 KLHL28 PIPOX CCDC66 SSR4 C12orf60 SEPTIN7P13 SHC4 LYRM7 SPIN2B SERPINA11 CIDEC ZC3H6 ZNF563 ZNF292 PRSS48 CLDN4 ZSCAN26 PIWIL2 ZNF84 SDAD1 OGA TTC37 FOXJ3 ZNF277 CAPZA2 ZDHHC18 DAXX SP5 ABHD16A BAG6 PPP1R11 DCTN1 FAM216A C21orf62-AS1 HEXA ZNF337-AS1 TSPAN4 RPL17-C18orf32 H2AC10P AP4M1 FAM185A CCNT2-AS1 NUP50-DT WDR11-AS1 PPP5D1 LINC-PINT FAM21EP DICER1-AS1 FAM21FP AADACP1 TDGF1 AP5Z1 DRAIC SEPTIN7P14 AC023632.2 VPS13B-DT ITFG2-AS1 CNPY2 AL132780.2 AC051619.4 NSA2P4 MIR762HG ZNRD2-AS1 HEXA-AS1 CEROX1 AC124068.2 RPL17 MIR4437 GTF2IP20 HNRNPD-DT PPP4R3B TUBGCP5 LINC01101 GTF2IP12 ZBTB7B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBTB7B_TARGET_GENES SCYL3 STPG1 RAD52 BAD LASP1 ARF5 AK2 KDM1A RBM6 HSPB6 ZMYND10 UPF1 WDR54 RHBDD2 GDE1 AP2B1 ETV1 TTC22 DBF4 PAF1 CDKL3 DNAH9 CEACAM7 LUC7L DLEC1 IL32 POMT2 EEF1AKNMT DYRK4 LRRC23 MKS1 AKAP8L RNF216 BRCA1 CALCOCO1 PSMC4 ANGEL1 RNF14 DDX11 ZC3H3 CAPN1 MDH1 NUDCD3 GLT8D1 RTF2 RNH1 SNAPC1 CCDC28A HSD17B6 TOMM34 VIM MIPEP IFNGR1 SH2D2A TBPL1 SLC39A9 ARID4A PNPLA6 ZCCHC8 ASTE1 GABARAPL2 USP2 CLEC16A PARP3 TDP1 AIFM2 SPATA7 CAPG TRIT1 CUL7 GEMIN8 FAM214A KATNIP EPN3 RFC2 JKAMP FAM160A2 SIKE1 RRP12 ATG5 ATP2B4 CCAR1 SPHK2 RPL18 MED29 CASP8 INTS13 ANKS1A ZNF76 GNAI3 PDE4A LRRC40 TRMT11 TP53BP1 OTUD5 TTC7A IP6K2 NUCKS1 LRP6 NUCB2 ASNS CFAP20 PTPN21 SNX13 PRKACA ACTN1 AFF4 AP1M1 XRCC1 NLE1 CLNS1A EED TSG101 SLC24A1 ENO1 TUBE1 ACTR6 EIF4G3 MARK3 SLC25A3 FRYL DLG1 ARHGEF1 UBE2T EXOSC5 POLD3 JADE1 SMC1B TULP3 ZCWPW1 VDAC3 PCM1 THOC1 CIC KEAP1 DNAAF6 SRCAP MOK HSP90AA1 PCNP MEF2C ITGB5 DOP1A LYRM2 GRHL2 TNPO1 DIS3 PIBF1 TDRD3 ZNF324 ZNF446 ZMPSTE24 STARD7 FAM234B EIF3I ATRX MYNN MECOM IGSF9 CHERP DNAJA1 IPO11 RBM22 ACOX3 NLK PSMC5 GMCL1 GNAS DNM1L PTPN4 KIF9 XRN2 DYNLL1 ESF1 ANAPC5 DZANK1 CFAP61 TASP1 FXYD3 DHX32 MRPS33 STRN4 MUL1 SPG21 DNAJB11 P3H2 FLT3LG NAT14 PPP2R3C HNRNPC SEC22C CDC6 DHPS NUBP2 EFHC1 ITPR3 IFT74 NRP1 MZF1 CATSPERG FBXL19 CIRBP POLRMT MMP11 DERL3 CABIN1 SF3A1 GGA1 TFIP11 ANKRD54 POLR2F PICK1 RSPH14 RAB36 SUN2 DNAL4 TTLL1 MCAT RPL3 TAB1 TXN2 IFT27 KCTD17 ST13 L3MBTL2 POLR3H RBM23 PRMT5 CGRRF1 ATP6V1D CEP128 ERH PSMB5 CCNB1IP1 PABPN1 CHD8 TM9SF1 IFT52 HNF4A NKAIN4 ARFGAP1 C20orf27 SPEF1 NDUFAF5 SEL1L2 CSNK2A1 SLC52A3 TM9SF4 CRNKL1 MANBAL DNTTIP1 ACOT8 SMAD7 POLI WDR13 ABCD1 SLC25A14 SLC35A2 RP2 USP11 GLA CDADC1 CAB39L MRPS31 KPNA3 ZNF629 LYRM1 TSNAXIP1 ACD ZNF821 CYB5B CCDC113 SMPD3 PLA2G15 HSDL1 ZNF500 LMF1 MTHFSD CRYM GSPT1 ZNF174 CLUAP1 UBFD1 EARS2 RPGRIP1L MAZ CCP110 KNOP1 AAGAB IQCH HERC1 DTWD1 DMXL2 SGK3 EIF3E SPAG1 KCTD9 ECH1 PPP1R37 RNASEH2A DKKL1 CCDC130 SGTA C19orf44 POP4 TIMM50 GPI APLP1 RPS19 CDC37 CYTH2 GRWD1 CARD8 FAM83E LENG1 PDE4C SUGP1 PBX4 CFAP69 GTPBP10 CDK6 PMPCB TTC26 RNF32 BRAT1 IQCE HIBADH MINDY4 SNX8 TAF6 MOSPD3 FBXO24 PLOD3 RPA3 ZNHIT1 CEP41 ZNF862 CHCHD3 POLD2 BCL7B TBL2 FSD1L CREB3 TRDMT1 KAZALD1 ANKRD26 RGS9 RNF43 GOSR2 PIGL CPD CCDC47 MED31 FTSJ3 ALDH3A1 B9D1 DDX5 PTGES3L-AARSD1 MRPL27 DUSP3 EFTUD2 PRKAR1A YWHAE SUPT6H OCIAD1 DCUN1D4 MAPK10 TRIM2 TBC1D19 NCAPG CCDC34 HSPA8 EHD1 CCDC86 CEP164 RNF141 CEP126 EIF4G2 CARS1 KCTD10 SLC11A2 MVK ATP5F1B RSRC2 ITFG2 PRR4 OGFOD2 RFC5 RAB5B CNOT2 CHD4 LPCAT3 C2CD5 RIC8B FGFR1OP2 DSE RSPH4A PAK1IP1 MRPL18 CAP2 PACRG TTK PRSS16 HSPA9 APBB3 IK ARRDC3 RAD50 IL5 NUP155 TBCCD1 BCL6 CLDN16 ARL6 PDCD10 ACAP2 TUSC2 FXR1 CBLB IFT57 IQCG UMPS NCBP2 FRMD4B CFAP92 NEK11 HEMK1 GORASP1 ABCC5 SPCS1 NEK4 LMAN2L RTKN ACTR3 DNAJC27 PPM1G PCSK4 GCA DNAH6 CCT4 KDM3A CHMP3 STK16 PPP1R7 SRSF7 SOS1 ORC2 C2orf42 ALMS1 DNAJC16 CACYBP CEP104 EDEM3 S100PBP SFPQ MFN2 SRSF11 PHTF1 TMEM9 OSCP1 TSNAX C1orf109 HPCAL4 RLF SSX2IP EBNA1BP2 AKR1A1 SYF2 RCOR3 RPS6KA1 NSL1 CENPF KPTN FASTKD2 CFAP94 ADGB DCLRE1B ARMC2 WDR35 DNAH7 UBE2B ITGB1BP1 CPSF3 HEATR1 RAD23B DYNC2I2 CNTRL NDUFA8 VPS4B ZBTB45 ACYP1 IFT43 DNAL1 TTLL5 ZC2HC1C RBM25 NRDE2 COQ6 SUPT7L AFTPH EPCAM MXI1 TCTN3 CFAP58 CYSTM1 WDR55 NUDCD1 ENY2 TAF12 HSPH1 CEP89 PYROXD1 BCL2L14 KIF18A PEX16 CAT TBC1D15 LRIF1 UBL3 FYTTD1 MTERF4 ODF2L BBS9 HNRNPA2B1 FAM126A SMU1 DNAI1 PFDN5 ORMDL2 KBTBD4 MORF4L2 B9D2 WFDC3 MOCS3 VAMP7 PAIP2B SNRNP27 ZNF576 NQO2 NUP153 AHNAK SLC25A19 TTF1 POLR1B GTF2F1 ALKBH7 SH2D3A OPA3 SNRPD2 EML2 SYMPK PANK2 TMX4 DSTN SNRPB2 FAM110A EIF2S2 ERGIC3 TMEM53 PCID2 BECN1 PCNX4 ATG14 DLGAP5 L3HYPDH HSPA2 COX7C RAB3IP FBXL12 ADGRE2 METTL25 TNFRSF19 STYXL1 PMS2P3 TST C22orf23 RIBC2 SPECC1 IFT22 KLHDC10 NDUFA5 CCDC32 INO80 CALML4 THAP10 MBD4 PSMA1 PALLD SHBG CD68 TXNDC17 LRRC6 CCNT1 AJUBA EAPP NRL FOXJ1 SYT5 CRACR2A ELOF1 PRKCSH RPL36 GTPBP3 DDA1 PGLS RSPH3 PAK4 YIPF2 MED18 PPAN EIF3G ANGPTL6 DNMT1 UBE4B TTLL9 ZNF341 CHMP1A HACL1 RBSN KIF3A MGAT1 PSME3 RPL27 PSMC3IP ACLY NDUFA2 C1orf159 THOC6 NPHP4 ZCCHC9 RARA FAAP24 DNAJB1 FBXW9 RFX1 ZNF20 SPATA6 PPARG CNGA4 SEC61G EIF5A SDF2 NIP7 ANKEF1 BTBD3 PCNA POLR3F DAP3 RAB25 ZSWIM3 CPLANE2 CASP9 MTUS2 ZMYM5 MYH10 SLC39A11 HSPBP1 SLF1 CNDP2 MKRN1 LRRIQ1 C12orf29 LARS1 CCDC59 SARAF ERG28 NUMB ELP3 CCNB1 CEPT1 ARF3 YWHAQ ANO3 CDC73 FBH1 IL15RA PUM1 YARS1 ELP2 ARGLU1 TMED7 APC NAA35 CTSL USP30 OASL RNFT2 CCDC146 RINT1 CEP162 LCA5 ITGA7 BLOC1S1 CDK4 COQ10A ZC3H10 OS9 AFG1L AHI1 DNAJB2 TSGA10 GCC2 PWP1 BORA SUCLA2 MED4 COG3 LMO7 NUP42 CIB2 DCAF7 VPS45 DNAJC1 ODF2 WDR38 PSMB7 CCN3 APTX TLN1 DCTN3 YIPF3 ATAT1 VARS2 C6orf52 TTC29 ANKRD42 NUMA1 RAB30 MRPL15 SDCBP TRIM29 CTDSPL2 KIF23 HAUS2 LRRC49 TMEM62 ADAM10 GTF2B DBT IFT172 PNPT1 DYNC2LI1 PREPL CENPO FASTKD1 MDH1B ABI2 COX17 PARP9 MNS1 USP8 SECISBP2L INTS14 COPS4 HNRNPD BBS7 PEX5 PHLDA1 DUSP6 SNRPF TDG SUOX NABP2 KANSL2 MYG1 ESYT1 TMBIM6 MORN3 DENR RBM26 CUL4A NOVA1 ARMH4 EFCAB11 WDR20 SRP14 HMG20A TSPAN3 WDR61 BBS4 LINS1 ULK3 SCAMP2 POLG ABHD2 WDR93 UNC45A EFL1 PMM2 FTO UQCRC2 TXNL4B MEAK7 ZSCAN32 GAS8 MED9 COPS3 GID4 ZNF287 GFOD2 C17orf80 VPS53 LRRC46 SCRN2 CLTC C17orf64 TAF4B CBX8 FBXO15 SIRT3 SAE1 TIMM29 TM4SF5 ZNF473 RPL13A NOSIP FHAD1 PLK4 WDTC1 ITGB3BP AZIN2 MTF2 PSMA5 NME7 MPC2 USP21 XPR1 PRUNE1 ZNF687 TARS2 PI4KB PIP5K1A MINDY1 ENSA ARNT GOLPH3L DYRK3 JTB FBXO28 CAMKMT CALM2 RPS27A WDPCP TPRKB NPHP1 RALB LIPT1 UBXN4 PHOSPHO2 SPAG16 RETREG2 STK11IP IL17RD SHQ1 ARL6IP5 TMF1 IGSF11 TCTA TBCK ROPN1L MARCHF6 SKP2 SSBP2 GIN1 PPIP5K2 BDP1 SLC30A5 ATG12 YIPF5 G3BP1 FARS2 ZMAT2 TRIM7 TRIM41 ABT1 RPL7L1 CYP39A1 IRAK1BP1 PNRC1 TBC1D32 ARHGAP18 CREB5 MDH2 TMEM209 AGBL3 CETN2 BIN3 PLPBP MRPS28 SYBU ZNF7 AK3 AOPEP WDR31 ASB6 CIZ1 GPR107 COMMD3 MSRB2 RSU1 FRA10AC1 LRRC27 TAF5 CNNM2 PDCD11 SYT8 ZNF214 HSD17B12 EIF3M SSRP1 C11orf49 HIKESHI SERPINH1 RPS3 TTC12 C11orf52 CCDC15 CDH22 TRPT1 NUDT22 MRPL49 FAU ALDOA TLCD3B TAOK2 TMEM218 SAP18 SPATA4 CCDC102B FSIP1 PIH1D2 NKAPD1 C2orf50 ABCB9 RILPL2 ENKUR DCP1B UBE3B SRFBP1 NUBPL UPF2 CDC123 PTPRO EPS8 TEX9 QTRT2 CCDC175 FBXO4 CACUL1 TIAL1 GEMIN6 ARL14EP C18orf25 SH2D6 POC5 FAM151B ZNF776 RPP38 ZNF837 TRIM36 SPEF2 DNAI4 PRDM8 LMNTD1 CENPH CAST SMARCA5 RANBP2 CCDC148 RBMS1 SLC25A27 INO80C UBALD1 ING1 ADPRHL1 FBXL2 FBXO36 ZNF599 SREK1 NUS1 DNAAF1 TBCEL ROBO3 FAM167A CCDC173 ELOC MRPL39 TSEN2 CCDC174 DPH3 OXNAD1 CXXC1 FBXL18 AK9 OTUD6B AGPAT5 SLC25A28 DBI LRGUK NUP205 KDM8 TMEM237 TMBIM4 CFAP70 C8orf37 RPGR CDK20 RPL30 TYSND1 ZFAND3 ATAD2 GALK2 RPUSD3 SYN2 NECAP2 STEAP2 ST3GAL2 ZNF19 WDR19 AP3S2 UBXN11 NLRP14 LRRC43 MITD1 RIBC1 FAM86C1P EMSY TOMM40L ALG8 CFAP298 MRPL10 GART SON LAD1 UBE2Z CCDC24 HLCS THEM4 RSPRY1 ZDHHC1 IQCC TMEM234 ZBTB8A FAM86C2P RSPH1 PDXK MPZL3 UBE2Q1 LMNA MGAT4B RPL8 FBXL13 TUBA3FP PCYT1A THAP8 LRRC56 SPC24 ZNF653 EIF4A1 SNRNP25 WDR90 JMJD8 SPSB3 PPP1R32 TTC9C SLC25A45 LZIC FAAP20 LRRIQ3 DNAI3 KLHDC9 AXDND1 SPATA17 REL PUS10 PEX13 MEMO1 CLHC1 DUSP19 CFAP36 BBS5 SMARCAD1 PACRGL VPS72 DHX57 TDRD10 DCAF16 CLDN1 YY1AP1 TSACC CCT3 RNF25 STK36 NEK10 CIP2A CWC22 GLB1L SGO2 CLASP2 PRKCI EFHB EIF5A2 RPL22L1 SPICE1 FAM86KP CCDC191 ERICH6 CCNL1 SMIM14 RPP14 CFAP20DC APBB2 RCHY1 SLC4A1AP LZTFL1 DTX3L ZNF148 RPN1 SENP2 IFT122 LRPAP1 AIMP1 APEH INTU TEX264 POC1A TMEM144 ARFIP1 LMBRD2 SLC25A46 CMBL PRRC1 WDR41 ERAP1 CITED2 CREBRF KIAA0895 IQUB C7orf57 ORC5 FASTK YWHAZ INTS8 VIRMA TMEM67 C9orf24 LETM2 KIF27 PGAP4 PIGA NOL6 VCP PIGO STOML2 MARCHF8 SUGT1 MICU2 PCF11 DNAAF2 RPUSD4 KBTBD6 NUDT5 TAF3 COMTD1 FAM204A BORCS5 DDX21 ARHGEF40 CCDC186 METTL3 ZFYVE1 HIF1AN CKB POLL DPCD COPS2 CCT2 COX11 FAM227B STXBP4 BORCS7 USP54 IFTAP SERPINB8 AKIP1 C16orf46 TMX3 MAPK7 FAM86GP MCM7 ZNF3 IQCD CFAP52 HSP90B1 GOLM2 AP1G1 PCLAF PEX11A TMEM170A NEMP1 VPS39 TSC22D4 SMAD3 MS4A8 MAP1A MAPRE2 CNPY4 DUSP18 TRUB2 COQ4 CCDC103 ENDOG SP2 COQ7 TBC1D16 MYO5B ZNF23 TPM4 RAB8A SPATA33 SERTAD3 PROSER3 LENG8 ZNF526 SPINT2 DNAAF3 ZNF444 HSD11B1L OTUB1 NDUFV1 CDK2AP2 SRP68 GHDC FAM234A E4F1 BSCL2 TTC21A LMBRD1 ZCCHC4 DNAJC7 MMADHC MPLKIP ARF4 SEPTIN2 SERINC2 DYNLRB2 ZSWIM1 NDUFS5 VWA3B PKIG GSTM4 TCTN2 GFM1 RNF181 COMMD8 ZBBX HSPBAP1 CSNK1G1 PCSK9 MRPL1 SNUPN SIN3A ARL13B METTL15 HINT1 DFFB NFU1 SPNS1 ASPSCR1 TAPT1 UGP2 HNRNPF BTD SYAP1 ZNF764 SF3B5 TIGD4 NIPA1 FAM161A STX8 UBB GPRC5C SPATA24 PA2G4 STAT2 DPY19L2P2 TTLL6 KCNS3 FOXN2 USP32 RNF139 GSTA4 DNAJC24 DCDC1 FAM86JP MFN1 ATP6V0E2 JAGN1 MORN4 ZNF692 NAIF1 RBKS TMEM126A POLR1C ZNF584 RPS7 TVP23B DRC3 ISG20 MACROD2 DPAGT1 SPTLC3 GNB2 CFAP53 MCRIP2 ZNF24 AFF1 RAD9A EFCAB12 LCLAT1 CCDC96 COMMD1 MTX1 MFSD4B GOLGB1 GPR137 TNKS FAM86B3P MAP3K11 NAA20 MICOS10 PPP1R14B RNASE11 ZNRD2 AGR3 FKBP2 GMPPB FAM166C ADGRF3 CHD2 SULT1B1 NMNAT1 TOMM20 JUP ENDOV NET1 PHC3 ATP5MD RBM4 PIFO CCS FAM174A CYB561D1 ZNHIT2 SNHG11 RALGAPA1 ATP2A2 ZWILCH RPL4 C12orf76 BBS1 ZNF497 IQCK SLC29A2 BRMS1 THAP6 CEP135 DNAH12 PTDSS2 MICOS13 RAG2 PARL PCCA HIGD2B CENPS ZNF25 UCP2 TTLL11 RUVBL1 SWI5 SLC35A4 IP6K1 SPHK1 COX8A CCDC121 RUFY1 WSB2 TYMS TYMSOS NFATC2IP FBXO46 WDR73 IRAG1-AS1 MAN1B1 GBA AGTRAP DNAJC28 CCDC184 AP3S1 GRB2 C2orf73 MLF1 DALRD3 LCORL SH2B1 WDR6 COX14 P4HTM TUFM SELENOW EIF3K AURKB TMEM107 EDC3 KLHL28 ARL14 PCBP1-AS1 C1orf194 B3GNT3 SOCS4 ZNF48 PRKRA CCDC43 MCFD2 SKIDA1 YOD1 CLRN3 CAPS2 CUEDC1 CMTR2 LRRC57 BBS12 NQO1 FKRP ZNF707 NPM1 POLR2A NME9 CFAP65 FANCB C6orf223 MRPS23 ZBTB20 MACIR SIAH2 RNF41 CLDN7 SNRPE GET1 NOP10 IST1 TSEN54 ARL6IP4 CYB5D1 TRAPPC6B GLRX5 FAM104B LINC01006 CCDC87 RPL35A SRPRA CNOT10 NAA38 GDPGP1 SELENOF BCOR CABCOCO1 SF3A3 TENT5C PRR14L UPP1 TRIM52 MACC1 CHEK2 KCTD16 RBM12B LIN9 TOB2 DNAH2 VPS33B LRTOMT CMSS1 ZDHHC23 COPB2 WDR27 NUTM1 CDCA2 NDUFA12 APOO TMEM186 SDR42E1 PTRHD1 ZFP90 FAM227A BRF1 NELFA RPS27L NSMCE3 C6orf120 RAB11B KIAA0825 CDK10 GAS2L1 TEDC1 HGS TNFAIP8L1 MRPL30 MRPL40 PSMD13 PBX1 ZBTB3 MORN5 ANKFY1 IFIT1 THNSL1 TRIM69 SETD4 LRCH3 WWOX ZNF17 TOR3A RGS9BP CCDC30 ZNF396 TMEM222 LYRM7 CFAP73 TPCN1 POFUT2 TMEM232 EFCAB6 NAP1L1 ZNF546 DYNC2H1 CHP1 HSPA14 PRR13P5 IFT140 C17orf97 SPRY4 DNAJB13 TCEA1 CCDC157 LRRC74B PMS2CL TPRG1 MORN2 TUBB4B ENO4 CIBAR1 SAXO2 LINC00910 FBF1 LITAF CLDN4 FAM47E JPT1 TSPYL1 FHIT KAZN SPAG16-DT CCDC189 KIAA0895L RNF216P1 XPNPEP3 NIF3L1 LONP1 ZNF774 PIK3R4 MYL6B IPO4 TPK1 HDAC2 ZNF782 ZKSCAN5 TOMM7 ZNF33B AMZ2 S100A2 SERTAD1 ZNF398 ZNF441 ZSCAN26 MAFG C6orf141 GTF2E2 ZNF628 RPF2 MIB2 BCO2 EOLA1 DPP4 RPS26 CFAP43 MCMBP FAM118B CCDC180 CFAP299 ZNF44 SPG7 ZNF823 ZNF121 VPS13A LEKR1 C1orf122 CCDC151 ENTPD7 ZNF84 NUP62CL SFI1 HIBCH MIER1 QRICH1 DDX42 UBL5 ZKSCAN8 GET3 TCAF1 TXNRD1 YTHDF2 ARMH1 GPN1 C2CD4A ZNF627 WDHD1 MDM4 C6orf89 CEP290 TOGARAM1 LRIG2 PNP SFT2D1 HMGN2 KTI12 RUNDC1 DCAF12 CIPC KIAA0753 NAGA EFCAB2 TATDN3 FAM229B FANK1 LRRC73 SYS1 RUFY2 AGPAT1 FKBPL STK19 SKIV2L NELFE MSH5 MPIG6B CSNK2B NFKBIL1 DDR1 TRIM39 PPP1R11 HCG9 RACK1 C9orf135 TTC25 TCTN1 ZBTB48 FAM221B C12orf73 SLC35B4 TMEM231 C4orf47 PSENEN AC004980.1 ETFRF1 CRYZL1 C5orf51 TTC23L C21orf62-AS1 RNPS1 LNP1 TAS2R14 EWSAT1 DYNLT2B KLHL23 QTRT1 ZBTB9 HEXA ATF6B TREX1 CLIC1 CENPBD1P1 GTF2H4 EMP2 MDP1 IRF9 SMIM7 FBXO16 ARL16 MYCBP AC132008.2 LINC02026 FIS1 BBIP1 VPS33B-DT FAM187A PLIN5 EML6 IFRD2 UBXN2B BASP1-AS1 DDX3X CROCCP2 NBPF1 UMAD1 C6orf226 FANCG AP4M1 FAM185A DCDC2B LINC01778 LINC00630 EPB41L4A-AS1 PRR29 ZMIZ1-AS1 LINC01167 MRPL20-AS1 CATIP-AS1 C9orf135-DT ZNF25-DT ENTPD1-AS1 LENG8-AS1 SRRM5 THORLNC LINC00511 AC079145.1 RBM26-AS1 SUCLA2-AS1 FALEC XPC-AS1 LNC-LBCS ITGB1-DT ENO1-AS1 LINC02558 LINC00271 THBS3-AS1 CFAP58-DT WARS2-AS1 TSPAN19 PRH1 LINC01431 SMG7-AS1 MIPEPP3 PDXP-DT NKAPP1 LINC01765 AC005083.1 TRIM26 LINC01952 RPSAP31 RPL34-DT JRK IFT74-AS1 SDCBP2-AS1 EPCAM-DT SEC61G-DT AL031727.2 LINC01278 PEF1-AS1 TM4SF19-AS1 ZNF815P LINC00479 SIX3-AS1 DLX2-DT SETD4-AS1 LINC01852 ZEB1-AS1 AL359547.1 LINC01275 KIFC1 LRIG2-DT WBP1 ERICH6-AS1 COX19 ACAD11 PPIL3 YAE1 LINC02029 LINC00893 ATP5PO ZNF709 MRPL33 AC106707.1 PPAN-P2RY11 STMP1 MRPS31P5 C4orf48 ZNF487 NME2 CFAP57 FAM86DP LINC01011 TMEM199 DBNDD2 N4BP2L2 MALINC1 RNF139-AS1 USP2-AS1 CRNDE RAB30-DT AC116535.1 ZNF84-DT AC096746.1 SNHG10 AC025263.1 CKMT2-AS1 CPEB2-DT NRAV RRN3P1 TRIM52-AS1 SRP14-AS1 AC046134.2 ZNF324B ZNF564 MCPH1-AS1 PDCD6 ROPN1L-AS1 TMED7-TICAM2 CENPS-CORT FAM160A1-DT FAM86EP FAM86HP AP002852.1 AC023632.2 ALG11 RHPN1-AS1 FPGT SYS1-DBNDD2 MPV17L2 BRK1 HTD2 CSRP3-AS1 UVRAG-DT POLR2M AGAP2-AS1 LINC02747 DENND5B-AS1 DNAAF4 LINC02454 PPP1R14B-AS1 AL132780.1 FNTB PSMA3-AS1 GIHCG CNPY2 CHURC1 C17orf49 ITFG2-AS1 AC090001.1 RTEL1 AL132780.2 AL157911.1 CEP95 FPGT-TNNI3K ACTN1-AS1 AL049869.2 SMIM6 AC027237.3 THTPA AC025043.1 AC105411.1 AL050341.2 ZNRD2-AS1 LINC02166 SNHG19 AC011773.4 AC009065.4 CEROX1 CCPG1 AC009107.2 LINC01572 Z95115.1 TMEM202-AS1 AC124068.2 AC099518.4 AC079341.1 C15orf65 DNAAF4-CCPG1 AC087500.1 AC005670.1 AC005696.1 OVCA2 RNF213-AS1 AP000845.1 MAFG-DT LINC01970 MIR4488 MRPS21 DSG1-AS1 AARSD1 PTGES3L ASB16-AS1 ILF3-DT RNF157-AS1 AC022098.1 LIN37 NAPA-AS1 MAN1B1-DT RAB11B-AS1 AC010618.3 KCNQ1OT1 RMRP TSNAX-DISC1 MICOS10-NBL1 AL355353.1 AL445228.2 LINC02427 AL035530.2 AC010240.3 FAM47E-STBD1 HNRNPD-DT DCP1A C2orf15 AL139082.1 CWC25 TAF9 SYNGAP1-AS1 PCCA-DT TUBGCP5 TYW1B RNVU1-4 AC007906.2 SCARNA2 AL354696.2 CCDC28A-AS1 FLJ30679 CCDC163 AC107398.4 TP73_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TP73_TARGET_GENES DBNDD1 SARM1 RECQL UPF1 ZNF195 RALA TTC22 ST3GAL1 SEC62 CSDE1 VTA1 NISCH MBTD1 RNF216 DPF1 ERCC1 PRICKLE3 CAPN1 NRXN3 FAS MAT2B SPDL1 STAU2 SPATA7 AP2S1 TG ANO2 RSF1 LTBP1 ARID1B LIMA1 LAMA3 SZRD1 USP36 TRAF3IP2 PRDM1 TMCC3 CDK14 POLR3E STYK1 TNK2 VMP1 LIMCH1 TM7SF3 TNPO3 PKN2 CDK13 MTHFD2 DHX29 RRP15 DHX8 IDH3G HEATR6 ATP1B3 PIGB RAB27A ST6GALNAC2 RPL31 ALDH3A2 CLASP1 NTN4 TXK SLC25A3 KLHL20 PPP2R5C PCM1 TP73 KIF22 SESN1 CNOT4 CPOX EXD2 XPO1 NUFIP1 RAB10 CHERP ANKRD10 TMEM40 KIF9 TRMT6 HEPH P3H2 RAB11FIP3 PLEKHG2 TXNL1 TMEM101 TOX4 SEMA6A SNAP23 CLSPN MFSD11 DHPS BRPF3 HNRNPH3 GADD45B PPM1F RSPH14 THOC5 APOBEC3H DESI1 CGRRF1 MTHFD1 RABGGTA UQCC1 IFT52 HNF4A RAB5IF CSTF1 CSNK2A1 TM9SF4 TLDC2 MANBAL CEP76 SMAD7 STAG2 LYRM1 SETD6 VAC14 WDR59 HCFC1R1 ZNF106 ATP8B4 VPS18 CPQ GYS1 ECH1 C19orf53 C19orf44 ANKRD27 SLC1A5 PRKD2 HNRNPUL1 MRPL4 RPS19 CARD8 LIG1 ZNF175 BCAT2 RPL18A LSR HPN DNAJC2 CBLL1 TFEC CAV1 DNAJB6 CHN2 PTCD1 SERPINE1 ACTA2 LZTS2 CUEDC2 XPNPEP1 SEPTIN4 TUBD1 KPNB1 RPS6KB1 PIGL SMARCD2 B9D1 NAGLU PHF12 CRACD NFKB1 MANBA NDUFC1 GAR1 FRG1 CLCN3 SLC2A9 EIF4G2 CHKA HPS5 GTF2H1 MVK WNT5B CREBL2 MRPL51 COPS7A GOLT1B C2CD5 COL12A1 CEP85L HINT3 MAPK14 RPS12 PACRG BRD8 KIF20A IK BTNL8 SKP1 ERGIC1 BNIP1 CPEB4 ACTR8 BCL6 KPNA1 SLC25A36 FRMD4B HEMK1 TP53I3 GTF3C2 EIF2B4 SNX17 INO80B STAT1 DNAH6 PECR PDCL3 MOB4 HSPE1 ABCB6 TIA1 NFE2L2 MECR DNAJC6 BCAS2 NR5A2 GNPAT ACADM TSPAN1 DARS2 RPA2 KPTN FASTKD2 CASP8AP2 DYNC2I2 TRIM32 TTLL5 PPP4R4 RBM25 SUPT7L CAAP1 CD274 PLEKHG1 CENPL ELF1 MTERF2 TNFRSF10B ADRA1A COIL SPOP TMEM39B ZNF639 ZRANB3 MRPS2 TRMT13 KLHL7 HNRNPA2B1 SPINK4 STIL SLC36A1 COQ8B DAW1 PIGT PEPD IL9R ZNF576 BTN2A2 MED20 CDKN1A SH3TC1 HROB SLC25A35 GGA3 GPR108 MGME1 MCM8 EIF2S2 XRCC3 OMD PPCS BEST3 ADGRE2 SIN3B METTL16 STYXL1 GNAI1 PMS2P3 APOL2 NDUFA5 MRPS12 RPAIN SH3BP4 BST2 HSD17B3 POLN AAR2 TBC1D5 KIF3A MGAT1 RPL27 NDUFA2 DIAPH1 PPP1R1B PEX11B TRIM5 PNISR UTP3 RIN2 KHDC4 USPL1 PEMT GPALPP1 SLC39A11 WDR74 SPINK5 HSD17B4 ERG28 CCNB1 NAPG FKBP11 LDHA IL15RA KCTD1 EMP1 SLC43A3 STT3A OASL CCDC146 USP15 MDM2 COG2 SP110 TMBIM1 DRAM1 MED4 IGF2BP3 BZW2 TBRG4 CCM2 TTC5 KAT7 NDUFB5 MRPL47 CCDC115 IMP4 UGGT1 CDK5RAP2 GARNL3 PDCL RAB30 SULF1 DCUN1D5 YAP1 FXYD2 MAPKBP1 PARP6 RSL24D1 RABGGTB CLCA2 SLC5A6 PREPL MYOF ASCC1 CDK15 HNRNPD SEC31A ETNK1 LRIG3 GIT2 MYG1 FRMD6 WDR89 WARS1 TCF12 WDR61 IGF1R PARN CDR2 KIFC3 VPS53 CLTC PTRH2 MAPK4 MVB12A DPP9 NOSIP CELA3A RPS8 PTPRF MTF2 MRPL24 TOR1AIP1 AQP10 C1orf43 C1orf131 ACP1 RALB PKP4 GULP1 HSPD1 MANF VWA5B2 FIP1L1 SLC30A5 TRIM41 RNF44 MDH2 TLK2 SHROOM2 ZNF182 ERLIN2 RGS20 ZCCHC7 ASTN2 REXO4 PTGES2 SEC16A COMMD3 ADD3 TUT1 HSD17B12 PAMR1 DGKZ CCDC81 MRPL49 FAU VPS51 HMGA2 CWC15 PIH1D2 NKAPD1 UBC DIP2C AKAP6 CDC123 NCAPD3 DST HSPB8 TADA1 SLC30A6 PANK1 CDYL CFDP1 UBASH3B CEP112 TNIK DKK2 FBXL18 GTF3C6 TMEM237 DPY19L4 MAP3K7CL SH3RF2 EEF1A1 ZDHHC5 ZNF689 PRR14 SASS6 GALK2 NECAP2 FCSK CFAP251 GRHL3 H4C8 AHCYL2 DNAH3 B4GALT3 NDUFS2 TOMM40L CCAR2 RCAN1 CCDC24 RUNX1 ZNF221 DFFA FAM207A C9orf116 IL6R FDPS GBAP1 SLC25A44 BDH1 FDXR SAP30BP ACOX1 CYGB RACGAP1 SLC25A45 PARS2 SYNC TM2D1 AXDND1 DPY30 NUP35 VPS72 ANTXR2 TMEM79 RNF25 STK36 NEK10 STT3B IFI16 PSMD6 TIPARP RPP14 SLC4A1AP KIAA1143 KIF15 HSPA4L TMEM161B CMBL PRRC1 AGGF1 SERINC5 ANKRA2 UTP15 GFM2 GDF9 UQCRQ FABP5 C7orf57 SYK PIGA RPL36AL NUDT5 METTL17 RNASE7 ZNF219 METTL3 PSMC3 AMOTL1 BTRC COPS2 IFTAP PPFIBP2 MCM7 AP1G1 PCLAF MARS1 ZNF23 LENG8 ANGPTL4 EVPL DDB1 RPSA MGAT2 COG7 ADAL LCMT2 ATOH8 ANKRD49 TNIP2 LRRC28 CEP120 STXBP6 MFF FEM1B CSNK1G1 CD2BP2 KCNAB1 SLC33A1 CRADD DFFB GUSB USP38 ZNF282 ELP5 UBB FRMPD2 TMED10 SEMA3E GPRC5C KRT75 ACYP2 POLH RPS9 GSTA4 MFN1 PRKCE ESCO2 ZNF581 MCC RSL1D1 LRRC8D ENC1 RPS7 SHLD1 NAA16 BNC2 TRMT112 ESRRA VANGL1 STOX2 SMARCC1 ENDOV UBXN2A PHLDA3 C12orf76 GCSAM ANGEL2 RIN1 ZDHHC14 TRAF6 BANF1 EIF1AD MRPL48 TTLL11 CTDNEP1 DENND2C TMEM39A WDR25 SLC38A9 B3GNT8 RPLP2 GBA TMEM94 ZNRF3-AS1 ZNF354B TAF7 EIF3K FOXS1 TSHZ1 LINC01869 MIGA1 SSR4 CUEDC1 AEN POLR2A MRPS23 C5orf24 NOP10 DDX41 SF3A3 GPR132 PRR14L PCBP3 TRMT12 TBL3 KIRREL1 DENND5A ALDH1A3 NUTM1 C14orf180 SEPTIN9 ZBTB7C RPS27L TEDC1 PBX1 ZFP36L1 ANKFY1 SETD4 CDIN1 CENATAC FFAR4 LCE1E KDM4D RXRA ARAP1 CHP1 NHEJ1 C17orf99 TPRG1 S100A3 EYS LAMTOR4 COMMD6 CENPP SRSF10 CLN3 C15orf61 HMGB1 PLEKHG4 HRCT1 MRTFA TCF4 HRH1 H4C3 FITM2 SIPA1L1 ZNF460 RPS26 ZNF121 NOL8 TMEM229B DDX42 TXNRD1 LRBA TAFA2 RPL10A CIPC SGMS1 RNA5SP183 RNA5SP273 RNU5A-1 VTRNA1-1 RNU6-681P RNA5SP493 RNA5SP353 RNA5SP513 MIR29B2CHG C6orf99 LINC02868 SYS1 INPP5B PFDN6 SNHG32 VWA7 MSH5 DHX16 DDR1 RACK1 AKT1S1 MAMDC2-AS1 MALRD1 C4orf47 PDE7A ADGRG1 C21orf62-AS1 SERPINB5 HLA-A SNORD12C ZNF580 SRA1 STIMATE HEXA KLRK1 IRF9 ACTN4P2 FIS1 HMGB3P13 ZSWIM8 EVPLL ALOX12-AS1 MYL5 MIR17HG ANKRD20A11P CROCCP2 RNASEK RNU6ATAC RNA5SP201 RNA5SP237 LINC01778 VPS52 LINC01078 COL18A1-AS2 HSD52 NDUFAF8 P3H2-AS1 PIGBOS1 PAPPA-AS2 LENG8-AS1 WDR46 LYPLAL1-DT LINC01546 THRB-AS1 SEPTIN7P7 LINC02028 TPI1P2 DNM3OS KLHL7-DT LINC02613 LUARIS LINC01704 LEF1-AS1 TMEM253 RFX3-AS1 ITGA6-AS1 SNHG15 GPX1 AC005083.1 RNASEH1-AS1 FHP1 LNCTAM34A EIF3EP1 ANKRD65 SSR4P1 RPL36P18 PEF1-AS1 ZBED5 VLDLR-AS1 LINC01010 LINC01186 PRMT5-AS1 LINC00398 AC008040.1 CASTOR3 MYLK-AS1 RN7SL420P ACAD11 RN7SL521P ATP5MF AC002467.1 PISD RN7SL789P TMEM199 RNF139-AS1 NSMCE1-DT LINC01513 RAB30-DT FAM198B-AS1 FMN1 ATP5MF-PTCD1 LINC01060 EGFLAM-AS1 NOP14-AS1 ZNF564 PVT1 HOXC-AS2 TRMT9B AC009123.1 ZBED3-AS1 LINC02236 LINC02435 MALAT1 RNA5SP157 RNA5SP96 MIR449C RNA5SP288 SNORD27 RNU6-612P RNU6-1213P MINCR IGHV3-63 FAR1-IT1 LINC02763 CENATAC-DT HTD2 AC011092.2 GATC MGAM2 LINC02457 LINC02303 THTPA LINC02253 AC015712.2 IQCH-AS1 CD2BP2-DT HEXA-AS1 AC096734.2 LINC01416 TBILA RNF213-AS1 MIR5702 MIR3115 OTUD7B MIR4296 MIR3173 SNORD53 MIR5188 SNORD53B SEC22B AC024267.4 MIR4519 GAPLINC TCF4-AS1 ASB16-AS1 AC005264.1 AC002116.2 EDDM13 NAPA-AS1 CALR3 IGHV3-29 AC008972.2 HNRNPD-DT SLC30A6-DT STAG3L5P-PVRIG2P-PILRB INO80B-WBP1 SYNRG MRPL57P3 DUSP14 PIGW RPPH1 H2BC7 RDM1 MYO19 AL354696.2 LINC01173 PANDAR BISPR MIR1206 RN7SK MIR4520-2 FOXP2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXP2_TARGET_GENES GCLC LAP3 SNX11 POLDIP2 FKBP4 RBM6 MCUB REXO5 PRKAR2B GCFC2 KMT2E ZFX ZNF263 MAP3K9 ETV1 DBF4 GTF2IRD1 CDKL3 CACNA2D2 BAIAP3 TSR3 PIGQ TEAD3 SYN1 JARID2 CYB561 CSDE1 REV3L VTA1 TSPAN9 RNF216 PTBP1 SYT7 MBTPS2 PRICKLE3 MAP4K5 ANGEL1 RNF14 GPRC5A MTMR11 YAF2 GLT8D1 ATP2C1 SERPINB1 SPAST OSBPL5 NDUFS1 GLRX2 CCDC28A RRAGD SEC63 PRKCH B4GALT7 TBPL1 PNPLA6 GAB2 TMSB10 CUL3 FLT4 NSUN2 MAT2B VCAN RIPOR1 THAP3 TDP1 MED17 ADAM28 CTNNA1 GEMIN8 YTHDC2 CP USP28 SNX29 LMO3 VPS13D ADAMTS6 VAMP3 LTBP1 BCAR1 FAM160A2 HERPUD1 HOMER3 FOXN3 AKR7A2 USE1 ANAPC4 SZRD1 USP36 MTA3 USP13 ATP11B SEC61A1 PPP1R12A FLYWCH1 CDK17 YBX3 PTPRU HDAC7 NCKAP1 SEZ6 CA11 EPN1 TM7SF3 ST3GAL6 DDX20 SBNO2 OAT ERBB3 ANKRD44 KARS1 SPEN MYLK SEC61A2 ASB1 TBC1D1 FOXJ2 DIP2B SMARCD1 GOLGA5 LRRC40 MSANTD3 RRP15 IARS2 IDH3G CBFB PDK3 PLEKHH3 TBC1D25 LAPTM4A ERLEC1 PPP2R5B RORA TGFBR3 ATP1B3 TMEM260 RNF126 MNT ZXDC GBA2 NDST1 PABPC1 EIF2B3 WDR1 SNX13 ING3 FAM50A PTPN18 SMC1A HSD17B10 MARK2 P4HA2 STK10 PVR FERMT2 PICALM MRPS34 CDHR2 TSG101 NCBP3 TIPIN TTC38 SLC25A40 VPS9D1 FSCN1 EXOSC7 BAZ2A ARHGEF1 DGKD ACTL6B TM9SF3 FAM76B POLD3 FGFR1 NEBL TULP3 GNB1 MLLT10 CBFA2T2 SDF4 OSBPL6 MKNK1 TNS1 RAPGEF3 RIF1 PUM3 CLDND1 HSP90AA1 DLGAP4 NDC80 AP4E1 TCF7 PCNP MEF2C BZW1 NFE2L1 ITGB5 LINC01587 RNF13 KAT6A TUT7 TNPO1 DIS3 PIBF1 PDS5B YTHDC1 PPIE ZMPSTE24 REST HAL SSH1 SCAMP1 PREP WDFY1 AKR1B1 ORC1 ATG16L1 RBM22 ERO1B ATXN7L3 PGS1 NOP14 ADD1 TXNDC16 NID2 KLHL42 RFX2 PTPN4 PPP1R13B ATRN FKBP1A KIZ TESC RPL6 KDM2B FXYD5 MLF2 ARHGAP4 PAPOLA YPEL3 MRPS33 MAEA STRN4 TFAP4 SPG21 RAB11FIP3 GNPTG CERS4 PLEKHG2 RAPGEF4 NLRP1 SLC7A8 EZR AGO1 LRRFIP2 PSMD5 SRPK1 EFHC1 SIRT1 ABL1 ACOT7 SH3GLB1 CIRBP HNRNPM MARCHF2 IZUMO4 MADCAM1 MKNK2 SNAP29 CABIN1 SF3A1 SEC14L2 YPEL1 TOP3B MFNG CARD10 PIK3IP1 TTC28 TOMM22 FBXO7 SUN2 TTLL1 HMOX1 MCAT ARSA RBFOX2 TAB1 TNRC6B POLR3H DESI1 CERK ABHD4 KHNYN DDHD1 CGRRF1 TIMM9 KIAA0586 HIF1A NFKBIA BRMS1L SEC23A NFATC4 ABHD12 MYBL2 PFDN4 PSMA7 DIDO1 BIRC7 CDC25B HM13 POFUT1 PAK5 MANBAL MAP1LC3A METTL4 MID1 NKAP WDR13 FMR1 SLC35A2 TAZ CD99L2 EEA1 HTATSF1 FGD1 SRPX2 SLC25A15 DHRS12 TSC22D1 MGRN1 NFAT5 ARL2BP PLLP ACD AXIN1 MPG NAGPA COTL1 CLCN7 FBXO31 STUB1 UBE2I HERC1 CD276 DNAJC17 SGK3 EYA1 UBE2W NDRG1 SPAG1 MCM4 BNIP3L PIH1D1 PEX11G LYL1 TBC1D17 TLE5 SNAPC2 AKT2 SLC1A5 TJP3 MYH14 MRPL4 CARD8 BCAT2 ETHE1 PMPCB NAMPT HBP1 CBLL1 DNAJB6 SSBP1 NOD1 CASP2 WASL FBXO24 AP1S1 C1GALT1 ZNHIT1 NRF1 RHEB PRKAG2 CDC37L1 RGP1 MPDZ BAG1 ZFAND5 GATA3 HPS1 UNC5B GIT1 FBXL20 UBTF PSMD3 CASC3 DHX40 GALK1 ENO3 GOSR1 DRG2 SMARCD2 SYNGR2 PSMD11 EZH1 LUC7L3 PRKAR1A IFT20 PMP22 USP46 UBE2D3 ELF2 DHX15 SH3D19 STIM2 GLRB SNX25 KLF3 UGDH HSPA8 KMT5B CCDC86 CEP164 CARS1 CD81 SOX6 RPS13 BCL7A TNS2 ELK3 SH2B3 CREBL2 NAA25 OGFOD2 CDK2AP1 ART4 SPRING1 CNOT2 CPSF6 GAPDH COPS7A SPSB2 C12orf57 NT5DC3 HCFC2 PAK1IP1 NEDD9 MCM9 SERINC1 MRPL18 ZNF451 FBXL4 E2F3 WASF1 ZBTB24 PHF1 CCND3 MRPL2 PTK7 GMDS VEGFA CLINT1 ARRDC3 GOLPH3 SUB1 PDE4D SLC12A7 SKP1 NR3C1 DPYSL3 ERGIC1 CRBN BCL6 NIT2 TFDP2 IFT57 SLC41A3 ABTB1 ACVR2B WDR48 ABHD14B KLHL24 FOXP1 SPCS1 EEF1B2 KANSL3 EPB41L5 ASB3 PCGF1 DOK1 STAT1 DNAH6 GGCX ST3GAL5 CHST10 HSPE1 KDM3A IL1R2 CNPPD1 HDLBP HPCAL1 COX7A2L RND3 C2orf42 NFE2L2 MARK1 AMPD2 RAP1A S100PBP DOCK7 DNAJC6 GADD45A WLS SRSF11 BMP8B MYCL SDHB KDM5B GALE HSD11B1 RCAN3 STMN1 MTFR1L RPS6KA1 PROX1 TXNDC12 STK11 UBE3D PHF3 AKAP7 CCN2 SLC16A7 VAMP8 FOXO3 TGIF2 CCNI UCHL3 HS1BP3 WDR35 UBE2B SENP5 CCDC92 PTBP3 FBXW2 BBOF1 IRF2BPL FLVCR2 PPP4R4 CRIPT EPCAM CUTC MXI1 ARMH3 GNA13 RCL1 TCP1 MASTL CCDC77 KBTBD7 TGFBI SIL1 KDM3B SOCS2 NFYB DUSP4 TNFRSF10B CHRNA2 PDLIM2 LYPLA1 SPOP TMEM131L ZSCAN18 RNF2 SEC22A DEPDC7 TBC1D15 PIK3CA PDS5A TMEM54 ZSCAN20 RPL21 RASL11A MRPS2 LAX1 COPA ZC3H7A SLC66A2 EEPD1 CCZ1 SMU1 KIAA1549 SLC25A16 DDX54 RNF11 CCDC91 ATF1 TSFM NR4A1 PLA2G12A ACSL3 ENKD1 SLC12A5 NCOA5 VAPB ZNFX1 RAB22A STX16 PMEPA1 MTRR FASTKD3 USP22 TRERF1 NQO2 RREB1 NRN1 DEK LRRFIP1 AHNAK SH3TC1 MT2A DOK4 GRK4 ARMC7 NT5C TTF1 GTF3C4 DDX31 MBOAT7 SLC25A23 EML2 GPCPD1 CENPB STK35 SNRPB ROMO1 PLAGL2 ST3GAL3 PCID2 PROZ CAPNS1 UBA2 THRA RRAS ATG14 RHOJ SGPP1 RHOT1 SLC10A3 ATP13A4 RAB3IP TMEM175 HP1BP3 GFER MACF1 TICAM1 METTL25 AKAP9 GNAI1 MTERF1 CASD1 SRD5A3 PAICS PPAT DGCR6L ASPHD2 YWHAH TPST2 BAIAP2L2 APOL2 FOXP2 MYO1B DUT CALML4 PALLD SHBG KLK8 EAPP EGLN3 TEP1 REEP5 SEC14L1 AANAT KLF16 SHC2 ABHD17A SYT5 GAMT DOCK6 CDC16 THEM6 TOMM40 USHBP1 TULP4 ACTN4 PXDN SSBP4 PGPEP1 SULT4A1 ZNF557 ZBTB46 TUBGCP2 CYP2E1 PNPLA7 MNX1 ADRM1 EXOSC2 GMFG LRRC47 CLIP1 CASZ1 PPIL4 RBM39 ACSS2 RLIM HAUS8 TBC1D5 RBSN SLC6A6 KCNC3 MGAT1 GFPT2 DIAPH1 TMEM204 KREMEN2 SNRPA1 RHPN2 RFX1 RTBDN SPATA6 DHX30 PPARG ENOSF1 CNGA4 RAN PRKAA1 CLUH TBC1D14 FIGNL1 WBP2 KDM6B MTSS2 TESMIN RBM38 DMGDH CASP9 DCLK1 TPT1 SLC39A11 CNDP2 MACROD1 PDZD2 C1QTNF6 FAM83F MKRN1 AGAP3 ACTR3B BTG1 IPO8 E2F5 CCDC59 RRAS2 ZFC3H1 DGLUCY MBD2 VHL BHLHE40 MEIS2 PPHLN1 SLC38A2 CCNH STK26 YARS1 TUT4 PRPF38A ELP2 DTNA GGACT CARS2 RFK AGTPBP1 ISCA1 TAOK3 USP30 FBXO21 TMEM243 RINT1 SYNCRIP CD63 CD164 PKIB REPS1 TEC EGR4 SMYD5 KCNMB4 MDM2 SLC9A5 URB2 TAF5L TTLL4 DNAJB2 CAB39 TMEM127 EPC2 ARHGEF4 ALDH1L2 CKAP4 APPL2 WASHC4 FLNB RNASEH2B RCBTB1 MED4 DBNL CALCOCO2 NMT1 LIMD2 TRA2B SKIL SAP130 IMP4 YME1L1 CDK9 TOR1B TMOD1 DAB2IP GARNL3 GOLGA1 RPL35 ARPC5L DSCC1 GRHPR FRS3 LRRC1 RNF144B MTCH1 FAM8A1 C6orf52 NUMA1 TGS1 DCUN1D5 RDX RMDN3 STRA6 ZNF280D GTF2B ARHGAP29 ARL3 ATIC METTL5 HECW2 IDH1 CIR1 ITPRID2 ABI2 SLC35A5 MNS1 SEMA7A UBL7 HERC3 HERC5 SEC31A BBS7 PPA2 HADH PAPSS1 MAPK8IP3 GABARAPL1 SINHCAF POC1B NEDD1 RITA1 GLTP TCHP NUP58 ACVRL1 NABP2 BRCA2 LMBR1L VPS37B CUL4A PELI2 RTN1 ARMH4 NAA30 DCAF5 AK7 CLBA1 WDR20 SLC12A6 TCF12 BNIP2 ANP32A IGF1R PCSK6 MFGE8 GLYR1 CMTM3 MAP1LC3B DEF8 GALNS GAS8 PRPSAP2 PCTP NPEPPS G6PC3 BCAS3 AFG3L2 SLC39A6 C18orf21 OSBPL1A SAT2 CCDC40 NARF TRIM65 WDR45B PMAIP1 MIEN1 MISP3 PFKL SIRT3 URB1 WTIP CARM1 RERE FHAD1 EPHA2 SYTL1 ITGB3BP CCN1 PIGK MOB3C IGSF3 TIPRL FCGR2A PFDN2 EIF2D GATAD2B CNIH3 ARL8A MEIS1 DUSP11 ST6GAL2 SCRN3 HSPD1 METTL21A HES6 RETREG2 CTDSP1 CNOT9 STK11IP ITGA9 IQSEC1 UBA3 ATG3 TMEM44 CENPC RPS3A SKP2 IQGAP2 PAM TNIP1 PSD2 FAM193B RPL7L1 PNRC1 ARMT1 GNA12 CCZ1B NIPSNAP2 TRIM4 MEPCE DENND2A KDM6A MSN OGT SNX12 PRPS1 MCPH1 MFHAS1 RPL10 MRPS28 AK3 UHRF2 CDKN2A ZCCHC7 AUH AOPEP ALAD SURF1 SURF2 NOTCH1 MSRB2 PARD3 TCF7L2 LRRC27 SSRP1 SLC43A1 CELF1 ENDOD1 PAK1 LAMTOR1 MTA2 ROM1 EML3 ZP1 B3GAT3 FEZ1 SIDT2 LSM14B LTO1 HIRIP3 DCUN1D2 TMCO3 LATS2 PIP4K2A FOXO1 ABCB9 UBC ITPR1 NGLY1 SLC2A13 TWF1 NDUFC2 NEK7 ANKRD50 QDPR FAM160B1 PIGF ANKAR ACSL1 SLC25A4 TLCD4 MZT2B SMPD4BP TMEM178A C18orf25 PDK1 TCF7L1 CWF19L2 JMY SUV39H2 USP12 ZFP36L2 PFKM TMEM123 NADK2 SLC30A6 GPR180 FARP1 JAKMIP1 ZIC1 DAB2 CAST HNRNPU MERTK NR4A2 CYRIB ASAP1 UBALD1 TMEM251 CMTM7 UBP1 CFDP1 SREK1 MSI2 AK5 IMPACT C16orf74 TBCEL TBRG1 NRGN PITPNC1 ABCA9 ABCA5 NCAM2 ANKRD40 PIP4P2 PI4K2A CNOT8 PIK3AP1 DEPTOR PPARGC1B SAXO1 RRAGA RMND1 KCNMA1 MAP3K7CL SFXN2 NTAQ1 FBXO32 PHKG2 EIF4A2 RBPMS VPS26C TAB3 PSMG3 RAB28 RADIL LDLRAP1 MRPL17 EYA3 MRAS RNF207 CDC25C EIF5B RIBC1 B4GALT5 ZC3H18 DYNC1I1 PPP1R15B GPAT4 TAGLN2 ELK4 RNF166 SPATA2L NIT1 DEDD ZNF276 NDUFS2 EPB41 IFNGR2 HLCS ADIPOR1 ATP13A2 ZFYVE28 ZYX ZNF233 GNE SSU72 NR2F6 CILP2 U2AF1 HSF2BP RRP1B C9orf116 GPSM1 ZER1 PCSK7 CRTC2 RUSC1 NBEAL2 CCDC12 PPP1R35 LY6K VPS28 PWWP3A PPP1R16A MRNIP MGAT4B FBXL13 AP2M1 GRIN2C ITGA5 ASB16 JOSD2 FMNL3 LARP4 TAMALIN SPSB3 AMDHD2 RPL29 CZIB MAGOH GMEB1 FAAP20 NFIA USP1 FAM102B C1orf52 AGL EXTL2 SLC30A7 ZNF496 NCSTN BROX FCMR DISC1 COQ8A PDLIM5 NPPC PAQR3 ANTXR2 HIPK1 AZI2 TGFBR2 ANKZF1 NFASC CLASP2 IFI16 PSMD6 CCNL1 RBM47 U2SURP MTMR14 HPS3 KIAA1143 KIF15 ZDHHC3 FYCO1 LRRC2 TPRA1 ZC3H12A TMEM41A PRKCD UBXN7 RNF168 MELTF DNAJB14 PRSS12 HMGB2 SAP30 OTUD4 CFAP97 RICTOR CREBRF DCBLD1 SFXN1 TRA2A CAMLG MIOS USP49 DLC1 OSGIN2 TMEM184A INTS1 SLC4A2 FOXK1 OSR2 TP53INP1 PSIP1 KIF27 ANKS6 METTL27 SPTSSA MARCHF8 SUGT1 PHYHIPL INPPL1 ZNF22-AS1 KLHDC2 QSOX2 SNAPC4 BORCS5 DIPK1B CCDC186 MOAP1 HACD1 GPT2 ZFYVE19 BRD7 ARIH1 GARRE1 TUB CDYL2 ATMIN NDST2 MCM7 ZNF3 COG1 SAAL1 YPEL4 ZBTB39 NAB2 PIP4K2C MTMR10 YWHAB TSC22D4 CCNDBP1 PDIA3 RNF214 MYO5B STIM1 ZNF668 TPM4 GATAD2A ANKRD11 DHRS13 CYP2S1 AXL CDC42EP5 NXN WDR81 PRDX2 TMEM68 SRRM2 FTH1 CTNNB1 LTBP3 SETD5 PXK PCMTD1 KCTD6 IRF2 ARF4 SEPTIN2 MFSD2A RHOH RAB31 BMP1 ATXN2L LRATD2 LDLRAD4 SEMA4C CNNM3 STX18 GFM1 LETM1 MFF CPLX1 MAP2K1 MECP2 UPF3A ZNF354A UBE2V2 XPO6 RAB24 PRELID1 EFNA1 NMD3 CLIC4 CCDC8 INO80E ASPSCR1 DUS1L GPS1 RFNG ZNF32 TAPT1 LINGO1 HNRNPF CSGALNACT2 REPS2 TM4SF1 OTUD7A BRD3 NLGN2 MYRIP UBE2E1 PWWP2A ZNF282 CRTAP UBB FOS SMAD1 SEMA3E KRT8 DENND5B ELOVL6 ARMC10 ACYP2 CDCA4 KIAA0232 MTSS1 TSEN34 PAQR8 TPT1-AS1 ZNF160 PDGFD TSNARE1 C11orf24 TADA3 FAM98B ZNF439 GAA CHD7 ZNF581 CLSTN1 ENC1 SPSB1 TCEA2 BCL2 ZNF540 RRM2 MOB3A ISG20 ZNF131 DPAGT1 SUCLG2 IL16 GNB2 C2CD2L AFF1 FIBP PPP1CA HCFC1 FUT10 RARG DCAKD RELA RAPH1 AHSA2P MZT2A DAG1 SMARCC1 FKBP2 MOB1B RCE1 GNG5 TLR1 CTU2 PITPNA EXO1 ATP2A2 AKIRIN1 MSL2 SLC29A2 LARP7 NR1D2 CEP135 CD248 CTBP2 PDIK1L PSMD2 CSRP2 CTDSP2 PHYKPL SMAD2 CLTB CCDC14 POLD4 ALG10B DRAP1 RAB6A FOSL1 ZBTB44-DT ZNF169 ETV4 HOXD8 UBE2O LYSMD3 NUPR1 SPHK1 KCMF1 ZNF575 RNF152 SCAND2P ACSF3 TTTY14 RUFY1 VSIG10 TYMS PXMP2 PNMA1 MAMSTR ANKLE2 POLE EPS8L2 PUS1 ZBTB38 ZFAS1 TGIF1 SLC25A22 TBL1XR1 C18orf32 GBA SRRM3 CRACR2B CD151 SOX12 ASB8 PLEKHM3 BEND3 NSUN3 DHFR2 APOLD1 ZNF852 GAK RCC2 MAGED1 CDH4 PTPN11 WSCD1 CLK3 PACS2 KLHL28 APOBEC3B PCBP1-AS1 GIPC3 ABCA13 FIZ1 PUF60 SOCS4 ZNF48 C3orf80 MED14 ALX1 CCDC43 HARBI1 DIP2C-AS1 GPR157 ZDHHC20 HOXC10 PSMG4 SSR4 CUEDC1 RPH3AL PJA1 FRAT2 RNF135 ZBTB20 MACIR GPR3 LINC00471 RNF41 PRKAG1 GINS3 RTKN2 TSEN54 UBA7 EXT1 ATP6AP2 CLN8 FES MXRA7 TSKU ODF3L1 AP2A2 C2CD4C CTNNA3 DAZAP2 CCDC159 EP400 ZNRF3 FBXL7 SFXN4 NDUFB1 TBL3 SRARP PRKX PTP4A2 LRTOMT PCDH9 ZDHHC23 CSF1 TXNRD2 CEND1 SOCS3 SEPTIN9 RALYL BTBD6 NOC4L BRI3BP DGAT1 F8 UBOX5 MAFF BRF1 RPS27L HSF1 DDX51 SIGIRR NRBP2 UBALD2 CDK10 GAS2L1 MAPK11 SEPTIN7P13 FAAP100 SP1 MRPL40 SNAI3 ZNF696 ADAMTSL5 MORF4L1 BCAP31 ZNF829 ATP6V0C LAMP1 POMK IRS2 CYP2R1 WWOX ZNF197 GNG2 SMIM29 MIR22HG KATNA1 C1QL4 PPARA ENTPD5 PTMA IFT140 SAMD11 B3GLCT ZFP69 CCDC157 UBQLN2 C3orf62 SRP72P2 CFAP54 NANOS1 HMX3 TMEM198 LRRK2 NELFB TMEM120A BLOC1S3 SP6 ZAR1L LIN54 SLC35E2B ZNF250 POM121 CD55 C9orf163 ZNF140 NOXO1 XRCC6 TSC22D2 YRDC NACA TCF4 ERI2 VKORC1L1 CD47 MAML3 CTBP1-DT ARID5A SLC39A10 ZNF585A WDR45 METTL9 ZNF398 SIGLEC15 SLC25A29 SRC NOL4L SLC22A4 TBC1D9B KANK2 GATA3-AS1 TRIM33 ZNF860 RAB40C FAM114A1 TXNRD3 EME2 SLC9A8 INKA2 MYO1C ERO1A RPS4X GRK6 CHSY3 ZNF544 ZNF251 STYX GFPT1 ITSN2 TXNRD1 ZNF568 MAFK ZNF511 WDHD1 MMP17 CALM1 TOGARAM1 ANKRD13B UNC13B SLC5A3 ZNF521 FOXJ3 ZNF358 CHAMP1 HMGN2 OPA1 DENND4B ZNF277 ARHGEF15 PRMT6 SREBF2 ATG9A MFAP3L SGMS1 PDCD4-AS1 SCUBE1-AS1 EEF1AKMT2 RBM20 ADD3-AS1 LINC00632 EFCAB7 LINC01270 SLC12A5-AS1 BRD2 PRRT1 MICA ABCF1 PPP1R11 TBC1D8 AKT1S1 GABBR1 TRIM13 C4orf47 ADGRG1 CCDC85C AC004980.1 ADARB2-AS1 CATSPER2P1 LOH12CR2 SRRM2-AS1 CFAP99 HCG27 RAB12 THUMPD3-AS1 MIR30A MIR760 SFT2D2 KLHL23 C8orf82 PPP1CB AP1G2 ZNF891 TSPAN4 PLEKHM1P1 GCC2-AS1 ST7-OT4 LRRC37A11P B3GNT10 DDX12P UBXN2B AC141586.1 PEX26 FASTKD5 DDX3X MIR17HG MCM3AP-AS1 ARHGAP27P1-BPTFP1-KPNA2P3 CCDC7 TENM3 VAMP2 FAM200A C19orf73 UBA52 PPT2 URAHP MIR1538 ZNF844 LAPTM4A-DT RASAL2-AS1 LINC00240 PLEKHM1 LRRK2-DT LINC01763 TRAM2-AS1 NTF4 LINC00937 BAIAP2-DT LAMA4-AS1 AL606760.1 MUC12-AS1 AC079145.1 TP73-AS1 SNAP25-AS1 SDAD1P1 LINC02577 WEE2-AS1 PIK3IP1-DT AC076966.2 SNHG31 ATXN1-AS1 PSMG3-AS1 CCDC192 KLF3-AS1 FAHD2CP DLEU2 IDH1-AS1 GNG12-AS1 LINC02777 PET117 DLGAP4-AS1 RERE-AS1 ERVH48-1 NKAPP1 LINC02609 LINC01137 AL591368.1 LINC01505 MAGI2-AS3 FAM133B JRK EPCAM-DT NPIPB2 ECI2-DT BRD3OS LINC01366 SMIM27 JARID2-AS1 HIPK1-AS1 LINC02569 MFF-DT UBE2L5 LINC01852 CDKN2AIPNL AL359710.1 LINC01409 LINC01275 LINC00649 AL391832.2 MID1IP1-AS1 TXNDC5 ATP6V1B1-AS1 GET4 AC078785.1 COX19 FAR2P3 RPL13P5 CDKN2B-AS1 CRCP SUCLG2-AS1 ARPC4 FABP5P3 CECR3 RPS20P4 PI4KA MRPS31P5 MNX1-AS1 MRPS6 ACY1 NFS1 TMEM199 ETV5 UBE2V1 GABPB1-AS1 LINC02453 NEAT1 SCAMP1-AS1 AC016065.1 LINC02481 AC025263.1 UBL7-AS1 STX18-AS1 USP46-DT ARPC4-TTLL3 LINC02762 SMIM20 ATP6V1E2 GMDS-DT THAP9-AS1 FAM160A1-DT FAM86HP PRKDC TPTE2P1 ALG1L13P AP5B1 AP003119.2 LINC02757 AC127526.2 DENND5B-AS1 ITFG2-AS1 ZNF10 HMBS SMIM10L1 LINC02361 CACNA1C-IT1 LINC02366 NHLRC4 HLX-AS1 AC009779.2 TESC-AS1 PPT2-EGFL8 AL356020.1 LINC00637 FOXN3-AS1 LINC02285 NDUFC2-KCTD14 SMIM6 AL606760.3 DDX59-AS1 CENPN-AS1 ERVK13-1 AC009962.1 CEROX1 CCPG1 VPS9D1-AS1 TMEM202-AS1 AC079341.1 LINC01686 CLCA4-AS1 LINC02140 LINC02185 GLIS2-AS1 HID1-AS1 MIR3124 MIR4276 TXNIP BAHCC1 MIR3178 NCOA4 FXYD1 NAGPA-AS1 MIR212 AC020911.2 ZNF571-AS1 AC091198.1 FMR1-AS1 FENDRR RAET1E-AS1 MAGIX EGLN2 SNHG8 SLBP-DT AC009549.1 AL355353.1 TLCD4-RWDD3 SRXN1 IRF2-DT AC021321.1 AC025181.2 KMT2B GTF2IP20 HNRNPD-DT SLC30A6-DT SUV39H2-DT SAP30-DT MIOS-DT TBC1D8-AS1 CSGALNACT2-DT CDC37L1-DT ZNHIT3 NATD1 MLLT6 SYNRG LINC02340 ORAI1 TADA2A PIP4K2B NKILA AP003733.3 CCDC28A-AS1 GATD3B ELDR LINC00921 NKX2_8_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX2_8_TARGET_GENES DGAT2 KDM5A MYL12B ITGB1BP1 CCDC77 FAM53C ATG101 USP15 DNAJA4 CALM3 SYNC CDCA7L YWHAZ TC2N CPSF2 ANXA2 EWSR1 NDUFB1 TAFA2 LINC01342 PPP5D1 AP001922.1 AC090607.3 AP005329.1 SRI COL4A4 RHBDD3 HNF4A MDGA1 CPSF3 RBPJL AHNAK FBXL12 RNF38 WASF2 FBXO33 COL4A3 SNORA70 GPRIN2 MYCBP2-AS1 RPL10P15 MAFG_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MAFG_TARGET_GENES STPG1 CFLAR ABCC8 IFRD1 CDK11A CYTH3 CYB561 MRC2 GRAMD1B GCLM VIM SH2D2A VEZT ATP6V0A1 NSMAF RIPOR3 AIFM2 MAP4 LTBP1 RFC2 NEDD4L GDI2 CDK14 DGKG UNKL TBXAS1 STYK1 SNX24 CTNNA2 MSANTD3 EVI5 TRO BCL3 TGFBR3 ALDH3A2 MCM2 ADD2 ACTB RBM7 ANKRD13A APBB1IP CLUL1 TNS1 DUSP13 DNM2 STX7 AFP PCNP OXCT1 GSTP1 HACE1 CTTN TTC39A NME8 PPP1R15A TRIP6 PSMC5 PIR TMEM40 SNX5 HEPH NLRP1 CCDC80 JPH4 SLC7A8 MFSD11 TGFB2 LRRFIP2 SRPK1 P2RX6 BCL2L13 SNU13 RHBDD3 PDGFB ASCC2 PYGL PSMB5 ACIN1 MMP9 ABHD12 TUBB1 RASSF2 TBL1X GLA RUBCNL TSC22D1 PHKB TANGO6 USP10 GOLGA8UP FAH BRF2 STK3 TRMT1 GPI PLD3 NUMBL TFPI2 SNX8 RHEB SEC61B AMBP BAG1 PSMD3 MTMR4 KPNB1 TVP23BP2 TRIM16L MED13 BLMH FTSJ3 DDX5 CLCN3 HTATIP2 CCDC34 AMBRA1 SOX6 P3H3 PTGES3 LTA4H OGFOD2 RFC5 CAND1 BTN3A3 GCNT2 TPD52L1 ARRDC3 SKP1 SELENOK BCL6 SSR3 DGUOK PSMD14 STAT1 CHMP3 IL1R1 BCL9 ELAPOR1 BCAS2 PHTF1 ZBTB17 HAO2 LGALS8 PRDX1 RPS6KA1 C1orf198 ALG2 HOXB3 PLEKHG1 EPHX2 TNFRSF8 CD80 TBC1D15 SHLD2 FKBP9 NCKAP1L COQ8B H2BC11 MED20 GOT2 OPA3 EMG1 SSX1 CANX ZNF484 HELB TUBA4A SEM1 APOL2 APOBEC3A MKLN1 SEC14L1 HRC CLIP1 ARHGEF9 EXOC4 LRRC41 LINC00470 MRPL35 SPART EPSTI1 HSD17B4 COX16 MRO MBD2 PTPN22 IL15RA NREP TRAFD1 EHF REPS1 DYSF MDM2 TTLL4 IGF2BP3 GPNMB CALCOCO2 BIN1 UGGT1 CDK5RAP2 SLCO2B1 THAP12 YAP1 SLC37A4 RMDN3 RTCA ABI2 SPPL2A FAM13A EGF RGS3 GABARAPL1 SLC38A6 IGF1R USP3 PARN MARVELD3 OSGIN1 NCOR1 COPS3 CLTC TBCD PSMB6 STRIP1 PSMA5 NUF2 INTS7 LBR TMEFF2 CCDC150 NBEAL1 ALDH1L1 SLC26A1 PIK3R1 CHRNA6 NSD3 PSKH2 ANKRD1 ADD3 GSTO1 UBC SLC7A11 NUBPL MFSD6 BICD1 RABGAP1L SH2D6 MR1 CDYL TEKT5 PLA2R1 FAM81B PPP2R5E RETREG1 ABCA5 LY96 CDK19 SAMSN1 LARP1 ELMO1 CLIC2 ART3 MAP3K7CL HK1 MAPK13 H4C8 MPZ EPB41 C1QC PADI4 FTCD SHKBP1 NLRP4 LMNA SQSTM1 FBXL13 PSMC2 PCYT1A TAMALIN CLPB USP24 BPNT1 PDLIM5 CRYBA2 SPTA1 IFI16 SLC2A2 DNASE1L3 PBRM1 SLC13A4 SUN1 YWHAZ FAM219A CPA6 VCP PIP4P1 SLC39A13 PSMC3 ALKBH3 GABRB3 IFTAP ATMIN PKD1L2 ZNF143 TMX3 ZNF3 MAPRE2 RRM1 GATAD2A PROSER3 SLC3A2 C2CD3 BATF2 GNG4 RAB31 DYNLRB2 AHCYL1 GSTM4 E2F6 CXCL8 TM2D2 LUZP1 ASPSCR1 NRG4 GUSB ZFPM2 MYO7B KRT8 KBTBD2 RNF139 GSTA4 TMEM37 SSX6P P2RY6 NMRAL2P ATF7IP SPATA5L1 C3AR1 TLN2 SYNPO SLC9C1 BPGM MIR4435-2HG TRMT112 KDM2A SPTBN2 TRHR SLC26A9 ADGRE1 RFESD MRPL48 RBMXL3 LINC02694 ETV4 BAIAP2 GPX2 CD163L1 CHID1 ZNRF3-AS1 DHFR2 SIGLECL1 GPC5 DNHD1 R3HDM2 TMEM150B PNPLA1 C11orf71 TPRXL SKIDA1 SLC36A4 LINC01555 NQO1 RNF135 ZBTB20 PRKAG1 TNRC18 C1S CLN8 TEX19 EWSR1 CALN1 GABRR3 GBP6 CCDC159 BTBD9 PTP4A2 CLDN5 PLA2G6 OSBP2 UBOX5 SEPTIN7P13 KRT10 BTN3A2 PRR5 MAPT PPARA TEAD1 TRPV2 SECISBP2 TREML4 UROS BLOC1S2 GREB1 MAN2A2 MME S100A2 ZNF705A CASP4 METTL9 H4C3 MAFG SULT1A2 PSAP CYYR1-AS1 MBP KEL ZBTB14 ADH4 TXNRD1 TAFA2 PAPSS2 OPA1 SGMS1 VTRNA1-1 RNU6-792P RNU6-1091P VTRNA1-2 TAS2R2P AL772363.1 LINC01270 DAXX BRD2 AGPAT1 VWA7 MBD5 SRRM2-AS1 RNU6-140P MIR584 MIR106B SNORD12C SLC48A1 LINC01089 CRYGS RPL12P38 TREX1 CLIC1 CPEB1 LINC01588 PHB2 FASTKD5 RNF212B MIR548Q PPP2R2A SNORD12B TRBV29OR9-2 LINC00630 LGALS8-AS1 ABCC5-AS1 LINC00466 MTCO1P39 COL18A1-AS2 RTCA-AS1 MTND5P24 POT1-AS1 PLEKHM1 RFPL1S LINC01623 ZNF451-AS1 CHCHD2P1 TPT1P2 NPM1P30 MYOSLID CRPPA-AS1 SGSM3-AS1 FTX E2F6P4 TEX50 MTCO3P21 AC004990.1 TRBV29-1 RGS5 PTGES3P1 SNHG20 MTND5P23 ZSCAN31 MTCO1P7 GPC5-IT1 LINC00608 DSTNP5 LINC01829 CYP2F2P MCFD2P1 LINC01409 LINC01888 MTCO1P18 FLG-AS1 ABCA17P LINC00426 LINC02863 SNORD19B RN7SL633P RN7SL541P LINC02030 PISD MTCO1P55 PRKAR2B-AS1 OR2A1-AS1 LINC01585 PLA2G4E-AS1 MIR4458HG LUCAT1 FLJ46284 SLC25A15P5 LINC01258 SRD5A3-AS1 LINC02200 LINC01511 SELENOP ZFPM2-AS1 LINC01094 RNU6-1196P RNU6-889P MAILR LINC01484 LYN IGLVIV-59 PTPRJ-AS1 MTCO1P15 AC100858.2 LINC02420 SMIM3 CUX1 MAP1LC3B2 PPT2-EGFL8 LINC00519 MTND5P32 NORAD UBL5P4 MTCO1P28 AC092115.3 IKBKE MAGOH2P MIR4271 MIR4252 MIR4435-1 LINC01029 LIVAR MRPS21 MIR4766 IGFL2-AS1 IKBKG LINC02018 DCP1A CWC25 APONP LINC00624 OR10X1 LINC00836 C1orf112 RAD52 MAD1L1 DVL2 SKAP2 RPAP3 ITGAL ZNF263 TTC22 CCL26 DNAH9 PAX6 LUC7L SELE NADK SPRTN FYN ERCC1 EXTL3 ATP2C1 WWTR1 ZNF806 RNF10 DERA BTN3A1 VRK2 BRD9 IFT88 EDC4 PSMA4 ADAM28 CP ARID1B NFE2L3 LIMA1 TTC17 LAMA3 KCNH2 PRDM1 PITHD1 MTA3 CROCC POLR3E ATP2B4 QSER1 BCAT1 CS VMP1 OAT TBC1D22B ME1 PDE4A ELAVL1 ASPM ZFAT FECH DHX8 HDAC4 TFE3 SRBD1 PPP2R5B MAPK6 PFN2 SLC44A1 CLTCL1 POLB WDR1 TRIP13 SREBF1 RHOBTB1 ABCB11 DHRS9 CLASP1 EED DPP8 ENO1 TACR2 SRI ACAT1 FNDC3B BAZ2A MLH1 TRAF4 CTTNBP2 GTF3C1 DYNC1I2 PIAS2 PPP2R5C RBFOX1 MLLT10 NRDC MYH7B RAPGEF3 KEAP1 SLC4A4 RBL1 DLGAP4 AP4E1 MEF2C PTPRC SMARCD3 NFE2L1 ITGB5 ERC1 DOP1A BCKDHB PPIE COL16A1 CD59 MAP3K4 AKR1B1 EPDR1 MTMR2 NLK ADAMTS2 RTRAF NID2 CASS4 SULT2B1 GP6 FER1L4 SLC8B1 KDM2B RBM41 LTBP4 STRN4 USP48 GLG1 RBM27 SEL1L3 CDV3 HAUS4 HECTD1 RFFL NUP50 CBX5 HSP90AB1 RAB18 MED15 TTLL1 MTMR3 APOL4 MYH9 SAMM50 TNRC6B POLE2 CDKL1 PSMA3 GALNT16 HIF1A PSMC1 C14orf93 DHRS2 SRP54 PSMA6 RABGGTA PCIF1 ZMYND8 SGK2 RAB5IF NKAIN4 HM13 TM9SF4 RBFA USP14 POLI VSIG1 NAA10 ASB9 EEA1 PCYT1B SRPX2 CLN5 NDRG4 WDR59 NECAB2 COTL1 CRYM SYT17 HOMER2 EHD4 SPG11 ZDHHC2 RP1 NBN INTS10 UBXN8 ARHGEF10 FCGRT CCDC130 RASAL3 POP4 DENND3 CARD8 FAM83E BCAT2 CFAP69 GSDME LMBR1 VIPR2 STX1A GARS1 EIF3B ZNF862 ACTR3C POU6F2 GCK SPIN1 AKNA KANK1 EIF3A CCSER2 PBLD RPS6KB1 CYTH1 PSMD11 DHX58 VAT1 ABCC3 SLC16A6 ELF2 RAPGEF2 FAM149A EHD1 KMT5B CCDC86 PRPF19 HPX FBXO3 PDHX NDUFS8 PSMD9 PRPF40B CLEC2B RSRC2 SLC6A12 ITFG2 RASAL1 VDR STX2 CHD4 SLCO1B3 LDHB CMAS TDP2 FAM184A BACH2 TRIM38 PHACTR2 GMDS IMPG1 MRPS27 RNF130 TARS1 PDE4D PCDH12 SEC24A TXNDC15 RARS1 BNIP1 CPEB4 HGD KAT2B GBE1 ABCC5 NEK4 ACTR1B OTOF ACVR1 TANC1 CLIP4 RTN4 LOXL3 DOK1 FN1 GLS ST3GAL5 FHL2 PLEKHB2 SOS1 WIPF1 NFE2L2 PARD3B TPSG1 ARHGEF2 IVNS1ABP GADD45A SRSF11 SLC35A3 RCOR3 IFT46 ZNF541 DDX59 TTR B4GALT6 UBE3D ANKRD13C TNFAIP3 PMFBP1 FOXO3 SPP1 HS1BP3 TJP2 TRIM67 CNTRL ONECUT2 DLST ZC2HC1C YPEL5 CNRIP1 KCNIP2 MLANA NUP43 TEX11 SEPTIN7P9 SPART-AS1 MYOT NR2C1 LYPLA1 SCPEP1 FAM117A TMIGD3 DNAI1 DCAF10 CDKN2C RNF11 LRP1 TUBA1B EEF1AKMT3 NDUFAF4 ZNFX1 PPP4R1L RBPJL BTN2A2 PEX6 RREB1 SSR1 CRISP1 SH3TC1 DMAC2L PAX8 INSIG2 GTF2F1 TNFSF9 GZF1 TBC1D20 NCLN RALY PLAGL2 KLC1 TUBGCP3 PRDX5 PCNX4 KTN1 TRMT5 PLEKHG3 NUP214 HNRNPH2 HIVEP3 UBR4 EPS15L1 PNKD POR SRD5A3 DGCR6L EMC4 DOCK4 LSM8 CALU PDE11A INO80 ALDH1A2 EGLN3 ITFG1 ARHGEF6 TTI2 DOHH SH3BP4 APOC1 GADD45G NCAN SLC27A1 ADRM1 LRRC47 PPAN ANGPTL6 UBE4B PPT1 SH3BP5 SLC6A6 ACAP3 CCT6B RAP1GAP2 TBC1D14 POPDC3 ENAM ANKRD17 TRIM47 MATN2 KHDC4 DMGDH PATJ MPRIP CHIT1 SLC41A1 TMCC2 SRRM1 ZNF767P AMPD3 DGLUCY MEIS2 SORT1 CEPT1 PPHLN1 YWHAQ KIDINS220 RBM17 PRPF38A WDR36 ANXA1 SDS TMEM243 SRPK2 NAT10 B4GALNT1 AFG1L TEC KCNMB4 CEP350 NPL LAMC1 DNAJB2 GCC2 EPC2 ISCU APPL2 WASHC4 SLC41A2 VILL FLNB RNASEH2B NUP42 IL6 TBRG4 DDX56 SCN2A IL10 SMPD4 TXN STXBP1 SLC2A8 STX17 RABEPK PDCL DENND4C TMEM14B SLC22A23 MDC1 SYTL2 RAB30 CREBZF ALKBH8 CTDSPL2 SLTM PAQR5 UACA CYP19A1 RABGGTB IFI44L GIPC2 DNASE2B IFT172 CUZD1 TACC2 ASCC1 DNA2 MYPN FASTKD1 SENP7 AP1AR HNRNPD SEPTIN11 ANXA3 NEDD1 MYG1 SBNO1 RHOF DENR TSSK4 FRMD6 DCAF5 STON2 SLC12A6 TCF12 BNIP2 DET1 IQGAP1 CRTC3 EFL1 ARHGAP17 NLRC5 KATNB1 NOL3 TIGD7 AFG3L2 GNAL RMC1 WRAP53 EIF4A3 IGFBP4 RPL13A RERE CFAP74 EFHD2 KIAA0319L TINAGL1 RPS8 ATP1B1 POU2F1 MGST3 MRPL24 GABPB2 DTL UBAP2L KCNN3 C1orf43 NVL SOX13 PDIA6 SFXN5 SPOPL UBR3 DYNC1LI1 LIMD1 NXPE3 NR1I2 BOC TMEM44 MANF AHSG ANK2 SETD7 ROPN1L NKD2 SKP2 SLC30A5 ARHGAP26 SLC25A48 IL9 RNF145 PCYOX1L G3BP1 TNFRSF21 PPP1R18 SHPRH GNA12 PURB CCT6A TMEM209 DOCK5 RGS20 TACC1 GOLGA7 TERF1 GSDMC NR6A1 ADAM12 CELF1 TENM4 PAK1 NCAM1 ATM GLB1L2 TMEM138 FERMT3 ALDOA TMEM218 CCDC102B PRSS23 CRIM1 ABCB9 ITPR1 OXSM ANK3 TWF1 TMEM18 KCTD14 EPS8 TMEM45B CENPJ FBXO4 DST BEND6 FAM168B TGOLN2 HOMER1 GJA1 UTRN PART1 MARVELD2 PLOD2 CARHSP1 DAB2 BCL2L11 HNRNPU AHCTF1 CYRIB TRAPPC8 CFDP1 MSI2 AK5 ANGPT1 ENPP3 C4orf19 TDH LONRF1 DIPK1A CHODL PPP4R1 ANKRD40 PI4K2A C16orf87 MIDEAS FAM161B ALX3 CXCL13 BACH1 TDRD9 PRG3 VPS8 GHRL SMG1 LRP8 CACNA1D SLC35B2 CREB3L1 SLC38A10 LDLRAP1 KRTCAP3 ANKRD61 CUL4B MITD1 SPATA2 GDPD5 TMED4 DMTN DONSON UBE2Z SNF8 PSMD4 STARD9 MED8 UBASH3A AGPAT3 C21orf58 JAML ANO10 CCDC12 HK3 TUBA3FP ABCF3 PLXDC1 PRPSAP1 SRSF2 DBF4B RACGAP1 FGF11 RBBP4 GBP2 ZNF326 AGL FCRLB SLC9C2 KLHDC8A CAPN2 LINC01931 ARL5A ARHGAP25 ANTXR2 YY1AP1 CCKAR ADORA1 SLMAP PCOLCE2 CCDC158 GYG1 SPDYA CLEC3B TPRA1 TKT ARHGEF3 ERMAP WDR41 CDC20B RHOBTB3 NSA2 ACSL6 GPR146 NOS3 FMC1 TMC1 WRN NUDT5 BEND7 PRPF18 VDAC2 CLEC1B METTL3 ISCA2 SMCO4 PPP1R14D BRD7 API5 NUDT13 TK2 MARF1 PLIN1 CLPX STAT6 ACSF2 TRUB2 CRK TPM4 KMT2D LENG8 WDR81 ABCA3 RAB4A SETD5 NKIRAS2 IRF2BP2 ACOX2 RFWD3 ADAM9 AXIN2 LRP1B PKIG SEMA4C GFM1 C2orf68 SLC35G2 UPF3A ROR2 CSNK1G1 HSPB3 PTK2 SCN9A ZEB2 P2RY1 YWHAG UBE2E3 USP47 CRTAP FOS GPRC5C DENND5B KRT6C HOXB9 DCDC1 HS6ST2 SCAND1 BPTF S100Z TVP23B ATPAF2 C11orf40 RAB33B EIF2AK3 SLFN12 ZNF24 NADSYN1 MYEOV LIPM GPR148 IQCF1 CHD2 UQCRH RNF213 PHC3 RALGAPA1 ATP2A2 SNAPC5 CNTNAP2 UGT8 TMEM167A RESF1 DENND6A RSRC1 FUT1 VCPIP1 MED16 CLCF1 PNLIP RAB6A RMI2 TOMM5 MSRA LYSMD3 ATAD5 OR11H6 OR4K17 PLAAT3 TCEANC TYMSOS SEC24C DEAF1 ZDHHC13 SLC38A9 FAM9B TALDO1 CASKIN2 ZBTB38 ZFAS1 TGIF1 ARIH2 RABEP2 TBL1XR1 AGTRAP GRB2 ASB8 GALNT11 EPM2AIP1 ZHX2 OPLAH EXOSC4 TMEM107 WSCD1 HMGN2P46 SLC24A3-AS1 SHARPIN PCBP1-AS1 MYADM NLRP11 ZADH2 LINC02870 CCDC66 GLIPR1L2 H2AC6 PCGF5 CAPS2 EHMT1 TMEM259 TTC3 CNOT10 AP2A2 CTNNA3 TENT5C UTP11 PRR14L SETD3 CCR3 ALYREF CBX6 RBM12B KMT5A LRTOMT C22orf46 DGAT2L6 CMSS1 PCDH9 TM2D3 IQCF2 CSF1 TOP1MT PRSS55 APOO FAM227A TMEM106A ANKS1B SMYD3 GNB1L TRIM69 LEMD1 MATN1-AS1 AGBL4 CYP2R1 WWOX BCL9L PCLO CYP4F3 MIR22HG LYRM7 CCDC73 HYAL3 ZSCAN30 KRTAP12-1 TCL6 HSPE1P11 CXXC1P1 LAMTOR4 CIBAR1 SELL RHCE LRRK2 USP32P1 NYX DUSP21 RELN SF3B3 CRYM-AS1 FAM47E JPT1 C15orf61 LIN54 KAZN AKR1C3 STK40 MPHOSPH8 SRGAP3 TUBB CPNE4 RFX8 SULT1A1 TCF4 ERI2 NF1 H2AC11 NHLRC2 H2AC7 SCN8A GMFB LRRC8B IRF1-AS1 SIPA1L1 DMBX1 SPTAN1 MCMBP CFAP299 H4-16 SPG7 NBEAP2 PLCG2 ENTPD7 ZNF335 ZNF84 MAK16 AKR1B10 CD2AP ZNF770 HMGN5 SZT2 AFDN-DT DDX42 TMEM116 WWP2 CTNND1 SLC34A3 TAT ECI2 TEX45 SMOC1 MSRB1 LRRTM3 CDC42BPB CNOT7 LRIG2 PAX9 SREBF2 MFAP3L RNU1-62P RNU6-951P RNU6-199P RNU5D-1 SNORA33 RNU6-137P RNU6-271P RNA5SP68 RNU5A-8P RNA5SP493 RNU6-743P SNORA58B RN7SKP37 RNVU1-6 RNA5SP90 SNORD32A RNU6-34P RNU4-8P RNU6-1240P RNU6-169P RNU6-8 RNU6-652P LINC01562 COX20 LINC00862 FANK1 CCDC162P EFCAB7 GPRIN2 MACO1 RNF5 ABHD16A GUCY2EP HLA-E MAS1L TRIM27 ZNF204P TCTN1 ZBTB48 SNX2 NAP1L4 TMSB4X MFSD2B ANKUB1 LNP1 COLQ THUMPD3-AS1 RNVU1-7 SNORD45C RNU6-1 SNORA80B RNU6-444P RNU6-44P RNU6-746P RNU6-1145P RNA5SP122 RNU6-2 RNU6-29P RNU6-950P RNU6-535P RNVU1-14 RNU6-9 MIR25 MIR580 MIR93 MIR30C1 SNORD96B SNORD105 TRBV27 TRAJ5 SNORD12 RNU6-918P AURKAP1 RPL6P25 ARHGAP19 KRTAP2-4 RPLP1P6 LAP3P2 GPSM3 ATF6B LINC00887 XPOTP1 RPL18P10 VSTM5 RPSAP28 MTCP1 CRPPA ACSM4 RTL10 HMGB3P24 KRT18P65 TDGF1P4 ZNF192P2 LINC00339 RPL12P8 LAP3P1 KRT8P42 MIR1296 SNORD100 SNORA11G OR2F2 SLC12A8 MYBPHL PPT2 BTBD19 SNORD19C RNA5SP44 RN7SKP123 RN7SKP168 RNU6-321P RNU6-370P RNA5SP222 RNA5SP344 RNU6-1245P RN7SKP192 EHHADH-AS1 LINC01120 HMGB3P10 RPSAP65 HLA-DPB1 SEC13P1 ZNF32-AS3 LINC02561 MIR548XHG LINC02052 ZMIZ1-AS1 MEF2AP1 LINC01398 LINC01058 MTND5P27 LINC01795 LINC01504 LINC00475 KCNMA1-AS3 LINC02036 LINC00431 LINC01907 CICP22 LINC02608 CFLAR-AS1 HMGN2P7 LINC00343 LINC00840 RPLP1P10 PRELID1P5 C6orf47-AS1 GEMIN8P4 DUTP1 VIM-AS1 ANKRD10-IT1 PTGES3P3 LINC00242 OR8B9P AL109924.1 XIST ZRANB2-AS2 DDX43P3 RPS24P21 FGFR1OP2P1 NFE4 SLC25A53P1 EMC1-AS1 LINC00332 SMARCE1P5 SRGAP2-AS1 HAO2-IT1 LINC01098 COMETT TPT1P7 HMGN2P34 LINC01353 ARHGAP15-AS1 AC067945.2 MYO3B-AS1 LINC01031 LINC00865 HSD17B3-AS1 RPL12P11 LINC01700 LUZP4P1 LYRM9 RERE-AS1 HCG25 LINC02543 CYP1B1-AS1 MTND5P30 RPS15AP6 CCDC144NL-AS1 HMGB1P31 LINC01719 LINC01237 LINC02599 METAP2P1 LINC02535 LINC01914 COX6B1P1 TFPI2-DT LINC01287 ITGA9-AS1 RPS29P16 EIF1P2 LINC00298 LINC00607 MTND3P21 BHLHE40-AS1 COX5BP3 UST-AS2 BCYRN1 CBR3-AS1 SETD6P1 TAAR9 LINC01732 LINC01358 LINC01275 LINC00649 LINC02037 SCARNA18B LINC02006 RNU7-55P CASTOR3 MEIKIN RN7SL672P UOX ARPC1A TOMM22P6 RPS29P21 MUC20-OT1 RN7SL97P SKINT1L EIF6 RN7SL304P RN7SL174P NAA80 RN7SL282P TUBA4B GSTA1 RPL5P24 GSTA2 ETV5 RPL23AP56 RWDD4P1 GABPB1-AS1 ALKBH3-AS1 H2AZ1-DT AP000787.1 UBR5-AS1 SDCBPP2 MARS2 NR2F2-AS1 MEF2C-AS1 LINC00504 LINC01339 LINC02511 LINC01033 LINC02057 LINC01088 AC008691.1 LINC00964 CDH18-AS1 PVT1 SH3TC2-DT LINC02377 SMIM20 AC114296.1 SNHG21 SCARNA21B RNU2-30P RNU6-416P RNU4ATAC12P RNU7-149P RNU6-135P RNU2-56P RN7SKP116 RNU6-1137P RNU6-218P RNU6-667P RN7SKP35 RNU6-1238P COX6B1P6 LINC02159 LINC01942 IGLVVI-22-1 LINC01300 GRPEL2-AS1 RNU6-323P IGLVVI-25-1 LINC01151 ALG1L13P LINC02842 LINC02155 LINC01485 PRECSIT HMBS SLCO1B3-SLCO1B7 MIR200CHG KRT126P EIF4A1P4 KRT128P NCOA4P1 LINC01269 AC025431.1 ACTG1P17 EFL1P1 SORD2P MRPL46 IQCH-AS1 HSP90B2P HOXB7 LINC02846 ADPGK-AS1 AC022167.3 PDCD6IPP2 AC138627.1 DISC1FP1 LINC02141 MTND5P33 AC233723.1 LINC02564 TMPOP2 GTF2I LINC01925 SNORD55 MIR3122 MIR5706 RN7SL326P MIR3198-1 CDRT8 MIR4710 MIR5188 AC012447.1 MAFG-DT TXNIP SRGAP2 MIR5700 MIR4435-2 RN7SL371P AP002478.1 RN7SL408P LINC01841 LINC01929 PCAT19 AC020911.2 LINC02073 EDDM13 CARD8-AS1 AC006262.1 RAET1E-AS1 LINC02132 RPL12P41 ARHGAP19-SLIT1 FMC1-LUC7L2 RNVU1-31 HTATSF1P2 SNX29P2 GTF2IP13 GTF2IP20 PCDHB16 MIR4727 RNVU1-27 SYNRG RN7SL296P SCARNA16 MIR8088 RNVU1-19 DUSP14 LINC01879 RNA5SP531 RNVU1-2A PCAT14 ARRDC3-AS1 ADORA3 RN7SK MIR3688-2 MIR3926-2 OASL2P MIR4531 PER1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PER1_TARGET_GENES RPL3 RPL34 MRPS30 SFPQ SGK1 RPL21 RBM39 NTS SLC38A2 FST SRSF1 RABGGTB SNRPG ZNF773 EEF1A1 EIF4A2 HNRNPK HNRNPH1 PNRC2 H3C4 RPL12 SNORA63 SNORA63B SNORD45A SNORD12 SNORA81 SNORD12B VPS52 GAS5 AC025031.2 RPL17 MIR7111 SNORD49A ZBTB24_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBTB24_TARGET_GENES SCYL3 C1orf112 STPG1 ENPP4 LAP3 M6PR ST7 SKAP2 DHX33 ITGAL PDK2 TNFRSF12A MAP3K9 CDKL3 PSMB1 SYN1 ADAM22 MAPK8IP2 HHATL NCAPD2 PRSS3 LRRC23 LYPLA2 MRC2 NME1-NME2 APBA3 MKS1 WIZ ZBTB32 SEMA3B KDM5D MAP4K5 NUB1 ACP3 ZMYND11 IL20RA GLT8D1 SNAI2 MRE11 PLEKHB1 ERP44 GCLM VIM FAS PRKCH TFB1M FAM13B EIPR1 SH3YL1 NSMAF ADSS2 RPL26L1 TLL1 C6 RAI14 PNKP TDP1 CAPG ADAM28 MAP4 MCUR1 SLC4A8 POLQ HEBP2 MSMO1 FOXN3 LAMA3 SDCCAG8 PTPRN GINM1 ITIH4 GDI2 PRDM1 SEC61A1 RIOK2 PSD YBX3 SPAG4 NCKAP1 ZNF112 ELMO2 SEZ6 CA11 SPA17 ST3GAL6 ZNF76 DGKA CYB5R4 GSTO2 TLE2 MTHFD2 MSANTD3 MTFR1 PFKP PHKA1 EVI5 TP53BP1 DHX8 LAPTM4A MAST4 ATP1B3 PHRF1 FSTL3 DGCR2 ZXDC GBA2 CNGB1 CFAP20 LMCD1 BUD23 SPEG SIDT1 KDM5A CDHR2 RAB7A SART3 RBMS2 FMO4 KLHL20 ICAM3 ACTL6B PPP1R12B IL4R SNRPA NAALAD2 JADE1 EDN1 PCM1 SAR1A RIMS1 SESN1 CPOX NDC80 ARG2 MEF2C UBA5 PALB2 TDRD3 SLC27A5 ZNF264 SSH1 KIF3C MECOM USP40 IPO11 RBM22 ZFAND6 TMPRSS11E SH3BP2 EDEM2 EPB41L1 DYNLL1 ESF1 TASP1 RPH3A KIF16B PEBP1 ERP29 ZNF302 FXYD3 OTUB2 SLC9A1 MRPS33 GOLGA3 USP48 FH SPAG7 SUPT16H TINF2 COL9A3 HDAC6 NXPE1 EPB41L4B TMEM38B BTAF1 CREM TMEM14A DSP SIRT1 ACOT7 SH3GLB1 PCSK5 RAB18 NRP1 PALMD MACROH2A2 PSMD8 TIMM13 P2RX6 BCL2L13 ESS2 CRYBB2P1 SLC25A1 PATZ1 DDX17 POLDIP3 MCAT THOC5 KIAA0930 ST13 PHF5A ACO2 KCNK10 ABHD4 VCPKMT CDKL1 PYGL TRIM9 PSMA3 TIMM9 KIAA0586 AHSA1 CEP128 PSMC1 YY1 CHD8 PRORP GMPR2 NFATC4 SGK2 HRH3 NTSR1 IDH3B CDK5RAP1 CELF4 CEP192 RIOK3 MID1 SYP RENBP KLF5 TSC22D1 GSPT1 GGA2 HMOX2 HERC1 TRIP4 AP3B2 TTC23 TMEM87A DTWD1 SCG3 ZFAND1 BPNT2 PLAT EMC2 ARMC1 NCALD SNX16 R3HCC1 TNFRSF10A UBXN8 ASAH1 BNIP3L MAN2B1 NUCB1 SARS2 CLPTM1 LIN7B TRMT1 MED26 TBCB POLR2I MRPL4 NAPA RABAC1 ATP1A3 CCDC114 CARD8 ZNF175 PDE4C TMEM147 SUGP1 NAMPT MTPN MPP6 OGDH CPED1 HIBADH CPVL CHCHD2 TAF6 RBM28 IMPDH1 LSM5 SERPINE1 AP1S1 C1GALT1 CEP41 YKT6 SLC1A1 LHX2 SPIN1 NMRK1 TMEM245 PRUNE2 KCNT1 RGP1 PDLIM1 CDH23 KAZALD1 NPM3 FBXL15 ANKRD26 SHOC2 TBC1D12 RUNDC3A RGS9 RNF43 RAD51C TUBD1 PNPO RPS6KB1 DDX5 PEX12 MPP2 DUSP3 MMD RANGRF NDUFC1 CPE RPL34 AADAT DHX15 TBC1D19 SIAE HIPK3 FBXO3 AMBRA1 SLC35F2 CLEC2B CORO1C MLEC GLI1 AKAP3 SCNN1A OAS3 ARHGDIB SPRING1 CPSF6 MRPL51 UHRF1BP1L CHPT1 NT5DC3 HCFC2 RIC8B SRSF9 TMEM14C RNGTT KCTD20 BACH2 ZNF451 CCNC WASF1 ZBTB24 EPM2A CCND3 TTK SLC29A1 TENT5A PRSS16 TBX18 BRD8 KIF20A MRPS30 MRPS27 CNOT6 NR3C1 TRIM23 TRAPPC13 CPEB4 ARL6 ECT2 GNAI2 TFG NPRL2 CYB561D2 CBLB NEK11 MRPL3 KLHL24 EIF4G1 SPCS1 MOB1A LMAN2L IFIH1 GCA INO80B CLIP4 LOXL3 DOK1 MRPL19 LANCL1 GLS CCT4 GGCX SF3B1 HSPE1 CHMP3 SDC1 THADA SCP2 CEP104 FAM20B STXBP3 RAP1A PLA2G4A CRYZ MTR KMO RIMS3 RBBP5 GALE ID3 EBNA1BP2 ARTN PIK3R3 RPA2 TXNDC12 SLC8A2 KPTN FASTKD2 USP35 MED28 DCLRE1B RAB3GAP2 EEF2KMT GTF3C3 UBE2B TRPM6 HEATR1 FKBP15 NDUFA8 DNAL1 AREL1 ZC2HC1C DENND10 WDR11 GNA13 MSX2 NUDCD1 SEPTIN7P9 CCDC77 MTRF1 HSPH1 ARL1 GLT8D2 SOCS2 WASHC3 RNF170 UBIAD1 ZNF706 AKAP1 COIL SPOP SLC35B1 TEX14 LRAT PLBD1 PSPC1 RGSL1 MAPK8IP1 PIK3CA ZSCAN20 GTF3A OCRL ZC3H7A RPAP2 CALD1 AKR1D1 CIT GUCY1B2 NEUROD4 PFDN5 SPATS2 TTC21B PLA2G12A B9D2 CHPF FAM210B ARHGAP40 ZBP1 VAMP7 SNRNP27 BTN2A2 SNRPC RPS10 MOCS1 GNMT GLO1 RAB17 SCGB2A1 GOT2 TTF1 BARHL1 CHCHD5 CCDC93 EML2 CENPB RBCK1 SNRPB SNRPB2 NCLN AMOT PCID2 COX6B1 DNAJC8 TRMT5 BCL11B BEST3 FBXL12 SIN3B SEM1 PEX1 MTERF1 RBM48 SRD5A3 ASPHD2 VGF OSGEPL1 EIF2AK4 TMOD2 CCDC32 INO80 MINDY2 DUT ISLR COPB1 TXNDC17 NEDD8 DAD1 TEP1 RHBDF2 ASH2L TTI2 SGO1 MAU2 SYT5 CDC16 SAFB2 ATP8B3 GTPBP3 BST2 SLC27A1 MRPL34 MTRES1 NDUFA10 UNC13A MAP1S PAK4 ADRM1 ZC3H4 GMFG ATP5IF1 TXLNGY SYNE1 ACSS2 GFAP SH3BGRL RBSN KCNC3 NR1H2 TRAF7 NINJ1 MCCC2 THAP1 LRRC41 LINC00470 IMMT DCAF8 SYT11 ALDH3B2 MMACHC NASP LPIN3 PPP1R3D ZBED3 TMCC2 EPSTI1 HSPBP1 MKRN1 TMEM254 IMPA1 ZFC3H1 DGLUCY MRO IER3IP1 VHL DPH6 AP4B1 PPHLN1 TIMM17A YARS1 CLOCK PDGFRA ERCC5 ARHGAP32 WDR36 GOLM1 DMTF1 ADGRB3 CEP162 AKIRIN2 TSPAN31 STX11 KCNK1 COG2 NTPCR CYP27A1 TMEM127 MRPS9 SLC41A2 GPNMB IL6 SCN2A TANK EPRS1 HLX KCTD3 UGGT1 DNAJC1 SMC2 CDK5RAP2 SLC31A1 ZNF189 UBAP2 APTX ARHGEF39 CNPY3 CMTR1 TMEM14B KIAA0319 RNF144B VARS2 TAF8 CREBZF NARS2 SULF1 TMPRSS4 RDX NDUFAF1 UACA TMEM62 RSL24D1 TTLL7 RABGGTB DBT IFT172 SLC5A6 PREPL ATRAID CENPO DTNB ACTR1A MYOF ATAD1 DBR1 MYPN SMARCAL1 STAT4 CARF PPIG MDH1B CHRNA1 ARHGAP24 GPAT3 USO1 GABARAPL1 CPNE8 PRICKLE1 C1RL KLRG1 AMIGO2 TPH2 TMEM19 ABHD13 CUL4A FRMD6 SLC38A6 NIPA2 GTF2A2 TSPAN3 WDR61 BBS4 CYP1A1 MCTP2 NUDT7 TOB1 NPEPPS LRRC46 PTRH2 RMC1 PELP1 ASGR1 CARD14 SMAD4 GRB7 SLC39A3 MVB12A DUS3L IFNAR1 SOD1 EMP3 RERE PLK4 NBPF3 CYP4B1 CREG1 MGST3 NUF2 RGS5 XPR1 TARS2 PI4KB PIP5K1A ARNT EIF2D SLC27A3 SLC39A1 CREB3L4 CEP170 ACP1 EPHX1 PDIA6 HNRNPLL CAMKMT TPRKB PKP4 CDCA7 HSPD1 FANCD2 MARCHF4 RPL32 LRIG1 LIMD1 NFKBIZ ABHD10 IGSF11 NCEH1 TMEM44 METTL14 HAPLN1 GIN1 PPIP5K2 GLRA1 RASGEF1C PRIM2 GPR6 SLC18B1 TMEM181 TRIM4 TMEM209 SNX12 CSGALNACT1 ATP6V1B2 CHRNA6 BIN3 CHMP7 RGS20 TRIM55 RPL7 PSKH2 MTDH MAL2 NDUFB9 TATDN1 GSDMC CDKN2A RSU1 ITPRIP SESN3 CCDC82 ROM1 EML3 DSN1 TM7SF2 ARID5B GPR158 MBIP VIPAS39 UPF2 CDC123 C4orf33 ACAD8 THYN1 QTRT2 RABGAP1L TLCD4 ARL11 TGOLN2 SH2D6 CAMK4 LMNTD1 CAST CLGN RASSF3 NR4A2 CCDC148 ADGRF1 ASAP1 INO80C ING1 CNKSR3 DDAH1 ANKRD29 ROBO3 LRRK1 FAM167A GBP5 CCDC174 DPH3 OXNAD1 FBXL18 PROM2 PTPRN2 AZIN1 GOLGA7B GRAMD2B SLC16A1 SLC7A7 RAET1L NDUFAF6 SH3RF2 LRFN2 ATAD2 BUB1B SMG1 HTR5A FZD1 FCSK MX1 SNX22 GAREM2 PRXL2B PAFAH2 HPD XDH EYA3 KCNB1 NRG2 PPP1R9A PINK1 SYNJ1 RCAN1 M1AP THEM4 TMEM69 DRC7 CARMIL2 LYPD5 FAM86C2P PKNOX1 HSF2BP RRP1B ZER1 SAFB S100A1 FLAD1 SHC1 VPS11 ANO10 FDPS LMNA PWWP3A TUBA3FP DMKN U2AF1L4 BDH1 PRPSAP1 TMEM143 LEMD2 RPL26 PAQR4 UBXN1 RPL29 CZIB PLPP3 GMEB1 PEF1 SCNN1D FAAP20 TYW3 OLFML2B BROX MT2P1 IL20 MAIP1 DUSP19 SMC6 SLC16A14 SMARCAD1 IWS1 ANTXR2 MRPS18C CLDN1 DCST2 SLC22A15 TRIM46 KRTCAP2 TSACC CCT3 CWC22 ANKZF1 PRKCI EFHB ICA1L CCDC191 ATXN7 RCHY1 SNRK NMNAT3 MEAF6 LIPH DNAJB14 SPRY1 APEH INTU MON1A POC1A PRSS12 HMGB2 MAD2L1 NAA15 IL15 HHIP LSM6 PRMT9 GRPEL2 ADGRF2 IL31RA RAET1E CHMP4C CTSB OXR1 TMEM184A COX6C GEM WASHC5 CCDC171 SYK ZHX1 CLDN3 CARD19 AQP7 AQP3 PGM2L1 NUDT5 ATP5F1C PRPF18 ABRAXAS2 BMS1 METTL3 TRUB1 HSPA12A SVOP RAB8B ZFYVE19 POLL NOLC1 FRS2 FAM227B MYRFL WBP1L USP54 IDH3A RNF169 FAM86GP CCDC68 ATF7IP2 COG1 PCLAF CLPX MRPL16 CNPY4 ENDOG GPRC5B CDK12 DPEP2 ENGASE ZNF226 ZNF668 ZNF646 VKORC1 SMG8 LINC00905 TPM4 CACNB3 TRAPPC9 ZNF283 DNAAF3 SLC43A2 SRR KRT80 PRDX2 ZNF232 ATP5PD MGAT5B MLST8 TRANK1 CTNNB1 ANKS3 RNF187 PXK MLKL CDC40 ZSWIM1 AXIN2 TCTN2 ADAL STX18 TPTE2P5 DDX19A ANKRD49 MAT2A SLC35G2 ATP5ME ZBBX HSPBAP1 CCDC126 RAB3B MRPL1 PGM2 SLC33A1 ARL13B CLIC4 METTL15 DFFB BCRP2 LDB2 TAPT1 ZNF747 NSG2 SIK2 USP38 NANP SETMAR SEMA3E PYM1 NUDT9 ELOVL6 PFKFB3 SMAGP SDR16C5 CHCHD7 DCDC1 TRMT61B ZNF440 MCC ZBTB26 PLRG1 METTL18 TLN2 TVP23B SCG2 RAB33B ORMDL3 MTBP TEFM MRPL13 ALG14 SYNPO2 RAD9A TMEM134 MUS81 TMEM217 PDP2 RNASEH2C MYEOV COQ2 COMMD1 CKS1B TRIB1 THAP2 UQCRH STAT5B KCNH6 RGMB LIG4 VWC2L C12orf76 MRPL11 MSL2 DENND6A YIF1A ASPHD1 DES HIGD2B ZNF408 ARHGAP1 BANF1 ERCC4 ZNF169 ZNF613 SPHK1 LRRTM4 ACBD7 ZSCAN2 EID2B SGF29 PRR15 USF3 MIR7-3HG SCN4B EPS8L2 TALDO1 PPFIA3 TGIF1 MIEF2 SAMD12 PGBD5 GBA SRRM3 NAALADL2 NECTIN3 ANXA2R RPS27 STAP2 LCORL FAM230I PLEKHM3 MPI TMEM52 EXD1 PXT1 MKRN3 APOBEC3B DCTPP1 ZNF771 TSHZ1 LYNX1 ZNRF2 MCFD2 SLC36A4 PPA1 ZNF443 CAPS2 ZNF792 CUEDC1 KCTD2 ST20 LRRC57 PLAG1 CCDC149 DEXI CREB3L2 CYB5D1 KBTBD3 NPLOC4 XKRX SPNS3 TRAK1 TSPAN10 CRIP2 SRPRA CNOT10 ZNF320 NAA38 CEP57L1 GPR19 GDPGP1 HMCES CCR3 TRMT12 UPP1 MACC1 KCTD16 BTBD9 DNAH2 SMTN DIABLO VPS33B ADAP2 NIPSNAP1 NR2C2AP OAF PKP3 THAP7 PDE4B CLDN6 FAM110C NDUFA12 OSBP2 H1-10 RBM43 PTRHD1 CA13 UBOX5 INTS5 MANEAL H2BC13 PRMT3 PRKN SP140L MRPL30 SEPTIN7P13 PCGF3 YTHDF3 PTCH1 AIDA CIDECP1 POLR1D KPNA4 ARAP1 CFAP73 TPCN1 TMEM232 TMEM216 CHP1 IFT140 TRPV2 FANCA DNER UBQLN2 ZNF383 ENO4 CHM C19orf54 C22orf34 CLN3 CC2D2B TMEM198 BCL2L15 FZD9 LINC00910 BSX NELFB KCTD21 FAM111B PRSS48 CRYM-AS1 S100A13 ZNF33A ZNF600 DPY19L2P1 C15orf61 BLOC1S2 SPOCK3 HLA-DRB1 AKR1C3 SPATS2L ZNF79 XPNPEP3 HLA-DRB9 WDR5 GK2 IPO4 TPK1 MYO18A SDHAF3 HRH1 ZFP62 GM2A H2AC13 TOMM20L LAMB3 FAM3C ZNF100 GMFB H4C3 ZSCAN26 LRRC8B NEK5 PIWIL2 C5AR1 OGDHL STMN3 ZNF695 TTC30A PIGN BCO2 LHFPL5 ATAD3A SLC9A8 ZNF181 INKA2 KIF13B ZNF273 CD2AP ZNF248 HMGN5 HYLS1 ASPH SPRED2 TCAF1 TXNRD1 ATL1 ARMH1 TLK1 CCDC69 RYR2 F5 TMEM184B SCAMP5 ZNF521 LRIG2 OSTC C1orf174 KIAA0753 CCDC167 DMD MFAP3L RNU1-70P VTRNA1-1 RNU6-454P RNU6-153P GPR160P1 OR6C71P EFCAB2 SPIN3 DXO VARS1 MSH5 C6orf47 PRR3 PPP1R11 ZNRD1ASP RACK1 ATXN2 C12orf73 SPIRE2 SLC35B4 PSENEN SNX2 ADGRG1 RP9P AC098591.2 PCOTH C1RL-AS1 RNU6-616P MIR30A MIR549A TSN IGLV1-51 TRGV8 TRBV4-2 TRAV9-2 TRAV35 DYNLT2B CYCSP19 QTRT1 CNN2P8 ZBTB9 DDAH2 RPS29 GTF2H4 PPM1N CSNK1E GANC SMIM7 PLAC9P1 ST7-OT4 SMIM30 FIS1 ATP5PBP2 BBIP1 GOLGA2P8 STARD10 MEG3 IQCF6 DNAJA1P3 AC025171.2 AC141586.1 FASTKD5 CES5AP1 MARCKSL1P2 DHFRP5 CCDC7 SLC25A5P7 RAET1K LINC00339 ZNF579 FAM228B MTMR9LP MIR1289-1 EBF2 PPP3R1 RNU2-37P LAPTM4A-DT CFL1P1 HLA-DPB1 AC005076.1 RPS6P8 PELATON SOCS2P2 MIR3659HG RTCA-AS1 LINC00240 NRSN2-AS1 LINC01671 LINC01504 RFPL1S CYP4A22-AS1 LINC00475 LINC01623 SLC26A6 TSBP1-AS1 TMEM185B ENTPD1-AS1 LINC01359 ISCA2P1 BSN-DT LINC02094 WDR11-AS1 LINC00866 RABGAP1L-DT INKA2-AS1 SNAP25-AS1 LINC01890 CCT6P1 ARL5AP3 DHFRP2 SDAD1P1 LINC01546 LINC01128 LINC01038 PIGCP2 MAST4-AS1 TOB1-AS1 LINC02028 LINC02641 FAM41C LINC01508 SGO1-AS1 DLEU2 DIRC3 ABCA9-AS1 DARS1-AS1 MYO3B-AS1 EP300-AS1 YBX1P7 LINC01549 AC004990.1 COL4A2-AS1 SNHG15 MTND5P30 TRGV2 NKAPP1 LINC00460 NDUFS5P3 AC005083.1 TPT1P1 RPL34-DT SP2-AS1 FAM133B AC104667.2 SMARCAL1-AS1 ID2-AS1 AC002310.1 PEF1-AS1 LINC02889 TMEM147-AS1 LINC01134 LINC01923 SMG1P1 LINC00398 LINC00844 RNU7-27P SNORD13 LINC01119 RUVBL1-AS1 NME1 SUGT1P3 OR2A41P TCAM1P ISY1 DENND6A-DT SLC5A4-AS1 MTFP1 NECTIN3-AS1 CFAP20DC-AS1 ZNF702P STMP1 LARP1BP2 CFAP57 APOBEC3D FAM86DP APOBEC3C N4BP2L2 AC124242.1 LINC02709 AP000787.1 AC083805.1 AC009292.1 SEPTIN7P14 AC090515.2 AC096746.1 RGMB-AS1 LINC00920 STX18-AS1 DPH6-DT FLJ42969 HAS2-AS1 CCDC153 CASC11 THEGL TRGV7 LINC02108 AC109927.1 ZBED3-AS1 MRPS30-DT LINC02236 RPL32P3 FAM86EP SCARNA17 RNA5SP360 RNU6-826P SHLD3 CCDC71L FAM86HP TPTE2P1 AC068075.1 ANK3-DT LRRC24 SUGT1P4 FBXO3-DT LINC02695 DPP3 MSH5-SAPCD1 NOX5 AP002748.4 NEDD8-MDP1 LINC02733 AC093510.1 PRECSIT FAM133GP LINC00944 LINC02454 LINC02552 AP001160.1 PGAM1P5 LINC02354 LINC00609 GIHCG CNPY2 AL139021.2 SLC25A21-AS1 CEP95 LINC00519 AC004816.1 BUB1B-PAK6 ST20-MTHFS AC015712.2 CRTC3-AS1 LINC02846 AC092287.1 AC011374.1 AC009107.2 LINC02128 SCRT1 AC012184.3 ISY1-RAB43 DHX33-DT LINC02861 TAPT1-AS1 NBPF11 MIR3198-1 NOS2P4 SEC22B NCOA4 BOLA2P1 MIR5680 LINC00663 SNHG22 AC015936.1 ZNF56 LINC01836 RUNDC3A-AS1 LIN37 NAPA-AS1 AC010271.1 EGLN2 HSPE1-MOB4 RPS10-NUDT3 AL589740.1 MIR4466 KMT2B GTF2IP20 WDR5-DT AC009275.1 INO80B-WBP1 MIR6068 RNU12 H4C5 PKD1L3 CISD3 MIR6076 GLIDR AL354696.2 H4C2 LINC00552 CCDC163 TRG-AS1 METTL14-DT BISPR OASL2P HOXC11_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXC11_TARGET_GENES ERCC1 TPR PTGS2 ESR1 CCNB1IP1 GCDH GARS1 PDAP1 RAB5B MRPL18 CPEB4 GGCX CACYBP DARS2 CENPL TCP1 TRMT13 CEP85 NAV1 TBX3 IL10 USO1 DUSP6 GCNT3 RPL7 INTS4 EEF1A1 SASS6 S100B ELAVL4 DNAJB4 TERT SLC3A2 TIGD4 CCDC14 PMEL NIF3L1 MTCO3P12 MT-TF MT-TV MT-RNR2 MT-TP MT-RNR1 GPSM3 MIR34AHG ACBD6 PPIL3 ISY1 MRPL33 MTND6P4 MTCYBP35 ISY1-RAB43 CCL5 PACERR HOXA2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXA2_TARGET_GENES SCYL3 C1orf112 GCLC CFTR M6PR ICA1 ALS2 CFLAR AK2 SLC25A13 ST7 SKAP2 ACSM3 PON1 GCFC2 CROT RHBDD2 IBTK AP2B1 SPATA20 ETV1 AGK IFRD1 PSMB1 SYPL1 CELSR3 AASS MED24 RPS20 CSDE1 VTA1 ZNF207 FUZ LRRC23 ELOA LYPLA2 MKS1 BRCA1 CALCOCO1 POLR3B SLC30A9 NUDCD3 IL20RA AGPS SAMD4A SERPINB1 SNAPC1 UBR2 DEPDC1 NR1H3 TOMM34 BTN3A1 SLC39A9 SARS1 ALG1 CHPF2 PIAS1 ASTE1 ADSS2 AGA SPDL1 PSMA4 CNTLN HDAC9 KITLG JKAMP POLQ SIKE1 TTC17 SDCCAG8 SYNE2 SZRD1 RC3H2 GDI2 ATG5 SEC61A1 RIOK2 YIPF1 NDC1 GATB BCAT1 MRPS35 MON2 CS RPL18 TM7SF3 TNPO3 FAR2 NFYC GOLGA5 TRMT11 ZFAT DDX3Y PKM DNTTIP2 TP53BP1 SYT1 COASY LAPTM4A IP6K2 SRBD1 KIF2A MAST4 NUCKS1 FUNDC1 MAPK6 PFN2 TESK2 LNX1 TFRC SIDT1 AP1M1 ALPK1 SMARCE1 PICALM CLNS1A EED TSG101 ENO1 TUBE1 TXK TIPIN SEMA3C TIMM21 ZNF37A SLC25A3 KIFAP3 MLH1 KLHL20 ANKRD13A ACACB TM9SF3 UBE2T DYNC1I2 PIK3C3 CEACAM1 SENP1 DDX1 STX7 SLC35C2 SMARCA2 CLDND1 DLGAP4 EXD2 MEF2C CDC14B FAM135A ITGB5 BCKDHB GRHL2 PDS5B YTHDC1 SMAP2 AGBL5 ATRX MYNN HACE1 ABCB1 SNX10 RBM22 TMED2 ZFAND6 MTMR2 RTRAF METTL2A PTPN4 FKBP1A RBBP9 TASP1 HEPH RBM41 GPATCH2L MRPS33 NUDC MUL1 PDCD7 GLG1 DLD WDR7 CMTM6 FH CCDC80 SCFD1 ECHDC1 CDC23 CBX5 BTAF1 EFHC1 IFT74 CDC7 RAB18 MZF1 PSMD8 CRYBB2P1 RTCB SUN2 DNAL4 HMGXB4 ASCC2 MIEF1 FOXRED2 EIF3D FKBP3 VCPKMT PSMC6 CNIH1 AHSA1 ERH HIF1A SRSF5 PSMC1 PSMB5 TRIP11 PABPN1 RABGGTA ZMYND8 SGK2 HNF4A NDRG3 SEC23B FERMT1 TM9SF4 IDH3B CDK5RAP1 MYL12A NXT2 ALG13 SYP USP11 PIN4 FNDC3A SUPT20H INTS6 TSC22D1 N4BP1 VAC14 NAGPA NUBP1 UBFD1 RBL2 AAGAB LACTB TTC23 ZNF106 SPG11 BLOC1S6 CSPP1 NIPAL2 GDAP1 ERI1 MTMR9 ASAH1 BNIP3L PLEKHJ1 SF3A2 C19orf44 FBL YJU2 HNRNPUL1 CARD8 ZNF14 CFAP69 GTPBP10 DNAJC2 BET1 NAMPT MTPN ZC3HAV1 TTC26 CAV2 TSPAN12 CPED1 HIBADH CHCHD2 IMPDH1 LSM5 GLCCI1 CEP41 MEST ACTR3C TSPAN13 CHCHD3 GIMAP2 SPATA6L FKTN PLGRKT KDM4C PIP5K1B CCNJ TRDMT1 SEC23IP ATE1 PLEKHA1 TNKS2 TFAM CYP2C18 DHX40 PNPO INTS2 GOSR1 CYTH1 PEX12 LUC7L3 DHRS7B NAT9 PHF12 TMEM33 OCIAD1 ZNF330 RPL34 TRIM2 NEIL3 TBC1D19 SH3D19 SC5D DCPS CCDC86 TMEM109 ANAPC15 RNF141 UBE4A CBL AMBRA1 EXPH5 PPFIBP1 PRDM4 COQ5 CAPRIN2 SLC11A2 MVK METAP2 ITFG2 PARP11 MANSC1 CREBL2 SLC38A1 CAND1 MDM1 NUP107 KRR1 ING4 CDCA3 USP5 PRKAB1 COX6A1 TDP2 FRK RSPH4A MAK SMIM8 SERINC1 NCOA7 MCM3 SAYSD1 SMAP1 GMNN SLC16A10 EPM2A CUTA COX7A2 PRPF4B NUDT12 MRPS30 PFDN1 APBB3 TMCO6 HMGCR THG1L CLINT1 SUB1 FAM172A RAD1 RAD50 NUP155 PPP2CA NR3C1 TRIM23 TXNDC15 HMGXB3 BNIP1 CPEB4 EHHADH ARL6 FAM162A SLC25A36 TFG NPRL2 CBLB BBX IFT57 HHLA2 IQCG GBE1 UMPS FRMD4B ATP6V1A SCAP NEK11 MRPL3 WDR48 COMMD2 SSR3 DGUOK EPB41L5 CENPA PSMD14 GCA INO80B GRB14 RTN4 MRPL19 STAT1 TXNDC9 KDM3A CHMP3 STK25 TAF1B GORASP2 DARS1 SUMO1 SCP2 TCEANC2 TMEM59 AMPD2 WDR77 BCAS2 ZBTB17 TMEM9 OSCP1 MRPS15 MTR RLF ZNF684 ACADM RPF1 CTBS GBP1 RAB29 APH1A ATP6V0B ERI3 PRDX1 BLZF1 NSUN4 IRF6 UTP25 RSRP1 STMN1 DHDDS CENPF STX12 FASTKD2 KLF7 IRAG2 ATP10B HMGN3 RXYLT1 ARMC2 RAB3GAP2 UCHL3 UBE2B DYNC2I2 RAB14 CNTRL PPP6C YLPM1 IFI27L2 ACYP1 ZC2HC1C NRDE2 YIPF4 C10orf88 WDR11 ARMH3 CFAP58 CAAP1 CD274 NUP43 MRPS14 SEC16B SNX19 KIAA1217 HSPH1 KBTBD7 FAM53C PLS1 WASHC3 LYPLA1 COPS5 RDH10 SPOP SLC35B1 PLBD1 PYROXD1 BCL2L14 NAA50 TBC1D15 GTF3A ODF2L ZMIZ2 HERPUD2 NT5C3A TRIM24 CYREN RBM19 RNF11 SSPN DDX39A OPTN SMUG1 TUBA1B NDUFAF4 NMI EXOSC9 B9D2 PFKFB2 SLPI PIGT SEMG1 FASTKD3 STAMBP SNRNP27 ZNF391 EEF1E1 RAB17 CNOT1 BBS2 TTF1 CHCHD5 PSD4 GTF2F1 ATG4C OPA3 PANK2 PSMF1 SNRPB2 MGME1 PRDX5 PRRG2 UXT ATG14 ZNF484 COX7C TSPAN8 YEATS4 LRRC61 RNF6 SEM1 MTERF1 ZNF780B SRD5A3 APOL3 EMC4 ATP6V1F NDUFA5 HOXD3 EIF2AK4 MYO5C TTBK2 ICE2 MINDY2 IVD KNSTRN DUT PALLD SHBG PHF20L1 LRRC6 MTUS1 DTD2 HEATR5A MIS18BP1 SEC14L1 RPS4Y1 CDC16 TOMM40 UBAC1 EXOSC2 ZC3H4 LRRC47 ZNF317 AKAP12 SH3BGRL RLIM ABCB7 TBC1D5 CAPN7 RBSN RPL27 DIAPH1 EXOC4 MCCC2 SELENOS CARD6 SEC61G H3-3B ZRANB2 ERAL1 BTBD3 TOE1 SERINC3 DCTN4 CDK8 COG6 RFC3 TBC1D8B ACTR3B C12orf29 IPO8 LARS1 LRRCC1 E2F5 HSD17B4 COX16 MED6 MBD2 CCNB1 THUMPD3 EMC7 HMGCS2 SORT1 ARF3 RPS15A CCNH DSG3 COL4A2 ARGLU1 ARHGAP32 APC WDR36 USP30 OASL DMTF1 TMEM243 HILPDA EHF PAN2 HNRNPA1 MIP DYNC1LI2 KCNK1 SP110 MRPL44 MFSD9 GCC2 APPL2 PWP1 WASHC4 COG3 NUDT15 CHST12 HUS1 MTHFS ABHD17C TACO1 TEX2 KAT7 RPS6KC1 CCDC115 IMP4 DNAJC1 NIPSNAP3A CDK5RAP2 ZFP37 GARNL3 XPA DSCC1 DCTN3 PPIL1 ZSCAN9 CMTR1 BPHL CCDC90B CREBZF PRCP MRPL15 SDCBP C11orf1 ALKBH8 KIF23 KNL1 PARP6 UACA BCAR3 KYAT3 GTF2B RABGGTB DBT IFT172 PPM1B PNPT1 SULT6B1 SLC5A6 STAMBPL1 ENTPD1 DBR1 SMARCAL1 SSB PPIG MDH1B SLC35A5 SLC49A4 SENP7 COX17 MNS1 SECISBP2L FAM13A BBS7 KIAA1109 NUP54 G3BP2 ETFBKMT ETNK1 NDUFA9 PEX5 NEDD1 GIT2 NUP58 MTMR6 TARBP2 BRCA2 KANSL2 MAP3K12 ESYT1 TMBIM6 LPAR6 ESD VPS37B TMX1 SLC38A6 WDR89 EFCAB11 WARS1 MFAP1 TCF12 SERF2 GCNT3 COMMD4 ETFA SCAPER WDR61 ABHD2 DET1 UQCRC2 COPS3 TOB1 SKAP1 TAF4B RPRD1A C18orf21 OSBPL1A NPC1 WRAP53 TP53 NARF ELAC1 FBXO15 ERBB2 TPGS1 IFNAR1 ERVK3-1 NOSIP BCL10 RPS8 KIF2C CTTNBP2NL STRIP1 TIPRL GPA33 MGST3 UFC1 MRPL24 LYPLAL1 SF3B4 PIP5K1A TAF1A ILF2 INTS3 FBXO28 PPFIA4 RPS27A DUSP11 NPHP1 LNPK GULP1 CCDC150 SPAG16 RHBDD1 DIS3L2 TAMM41 OSBPL10 POMGNT2 TMF1 NXPE3 ABHD10 NR1I2 FIP1L1 TRMT10A CCNA2 METTL14 SETD7 RPS3A PLK2 YIPF5 ARHGAP26 RNF145 FBXO38 BOD1 TBC1D7 GFOD1 CDKAL1 ZMAT2 FAM193B TBC1D32 TMEM181 VWDE TMEM209 AGBL3 NCAPG2 NONO CCDC120 SNX12 ZNF185 CCDC25 BIN3 CHMP7 RGS20 TERF1 MAL2 EIF3H UTP23 TATDN1 ZNF7 NFIB HAUS6 CDKN2B C9orf72 AUH WDR31 SLC25A25 POLR3A HERC4 ADD3 DNAJB12 GSTO1 TAF5 BTBD10 ZNF215 HIKESHI SESN3 AASDHPPT SLX4IP FADS1 MPZL2 CWC15 PDCD4 SPATA4 IL18 SEC24D GPR158 DCP1B OXSM C12orf45 GXYLT1 CSNK1G3 MBIP MIPOL1 NDUFC2 ME3 NUBPL FER UPF2 EPS8 MMAA AMN1 FBXO4 DST RABGAP1L OBI1 ARL14EP SPC25 TGOLN2 UHMK1 CWF19L2 PFKM RAB3C MR1 SRP19 CENPH PTPRR ADGRF1 LINC00467 C7orf31 CABYR TBRG1 RABGEF1 CCDC174 SKA1 PPP4R1 ATP6V1C1 HSPA13 HEATR3 OXA1L SLC7A7 SETD9 RNF20 VBP1 MCU CFAP70 DCK WHAMM USP16 CCT8 BACH1 SH3RF2 UQCRB EEF1A1 NPTN FRRS1 MALSU1 GALK2 BUB1B SYN2 DHRS4 ZNF19 RNF111 LCA5L C2CD2 TMEM268 WDR19 AP3S2 C12orf43 AGAP1 ABHD3 CDC25C EIF5B AHCYL2 TSR2 F11R TOMM40L CCAR2 SNF8 CBR1 THEM4 UBR1 TMEM69 CCDC58 MED27 FLAD1 ADAR GPATCH4 ZNF333 NAPEPLD DMKN PGAP3 DBF4B RACGAP1 LARP4 LEMD2 COA7 RBBP4 OMA1 B3GALT2 ZNF326 AGL EXTL2 SLC30A7 ARPC5 C1orf74 BROX ARL5A H3-3A PDLIM5 PACRGL IWS1 HIPK1 KBTBD8 SLC15A2 RNF25 CWC22 SGO2 CLASP2 SUCLG1 GTPBP8 NEPRO COX18 PSMD6 CCNL1 SLMAP RBM47 APBB2 TTC14 RCHY1 LZTFL1 FYCO1 SMIM12 YEATS2 RPN1 RFT1 S100P ZNF691 SLC9B1 SPRY1 SAP30 HPGD TMEM144 LSM6 PRMT9 PGGT1B PRRC1 AGGF1 NDUFS4 UBLCP1 CCDC127 LINC01600 COG5 BMT2 SLU7 CDCA7L PEX2 RAD21 DNAAF5 OSGIN2 NOS3 FMC1 PHAX ALDH7A1 COX6C FZD6 TMEM67 METTL2B KIF27 C9orf64 DYNLT3 NDUFB6 GTF2A1 MICU2 TTC8 KBTBD6 PRPF18 FAM204A PRDX3 GHITM BORCS5 METTL17 ZNF219 METTL3 ZFYVE1 TC2N R3HCC1L RPUSD2 HIF1AN NDUFB8 ZFYVE19 BTRC SENP8 ALKBH3 COPS2 FRS2 CCT2 PCBD1 ZNF202 MYRFL ATP9B SERPINB8 TMEM41B TMX3 ZSCAN21 TMED3 SEC11C NDEL1 BMERB1 PPIB CIAO2A PCLAF PEX11A CLPX VPS39 MRPL16 PIP4K2C MAP1A UGT1A6 GPRC5B ACAA2 ZNF23 ZNF226 SMG8 RHEBL1 NCKAP5L DNAAF3 C19orf48 TK1 VPS37C BSCL2 ULK4 KIAA1586 RAB4A LMBRD1 GLYCTK NKIRAS2 MMADHC PDHB KCTD6 ARF4 SNRNP48 DYNLRB2 NDUFS5 AHCYL1 NPNT LCMT2 GFM1 CEP120 FEM1B COMMD8 UQCRFS1 ZBTB43 LMAN2 NMD3 MRPL1 SLC33A1 CRADD CXCL8 RASSF6 TM2D2 METTL15 HINT1 DTWD2 HEXD TM4SF4 ZNF35 ZNF212 NFXL1 SMAGP COMMD5 ZNF16 ACYP2 ATF7 MSANTD4 MFN1 ATP6V0E2 C1GALT1C1 NAIF1 RBKS TMEM126A SCAND1 UGT2B7 FAM98B ESCO2 MCC ZNF561 WIPF2 LRRC8D PLRG1 ATF7IP TRAPPC12 TLN2 RAB33B CERS6 SYNPO2 ZNF24 MRPL52 DCP2 COQ2 TRMT112 MFSD4B GLRX SFT2D3 DAB1 MICOS10 CEP83 TOMM20 LEMD3 FAM174A DDX23 C12orf76 TMEM167A RSRC1 DHX36 FBXW8 RAG2 SH3BP5L DCTN2 EIF3F ZNF25 RMI2 SLC35E3 RUVBL1 MSRA ZDHHC21 DENND2C TMEM39A ATAD5 ZBTB8OS ZSCAN2 RMDN1 MYO1D SCAND2P MTX3 WDR73 TOP3A CCDC71 TGIF1 CSTF2T ANXA2R AC025171.1 ZNF518A ZNF619 RPS27 ASB8 C2orf69 GRAMD1C BOLA1 SPINK6 ZC3H12D PLEKHM3 MCMDC2 DHFR2 STX19 FAM219B TAF7 CYBC1 FARSA SPTY2D1 EDC3 TCAIM ELMOD2 KLHL28 C14orf28 GCC1 PIPOX PCBP1-AS1 LINC00652 MYLPF OAZ2 TIGD2 CCDC66 GLIPR1L2 DIP2C-AS1 MB21D2 LINC02363 WDFY3-AS2 CMTR2 C1orf105 NPM1 ZNF322 GINS3 PLCB1 ANXA2 SLC25A21 CCDC125 ZNF438 TRMT12 B3GALT5 RBM12B VPS33B SCFD2 H1-5 ZFP1 STING1 PDE4B TMED9 IMMP2L RPS27L PGBD2 FAM174B SHC4 TMLHE AIDA GSAP KIF18B BLOC1S4 ZNF749 PPP1CC ANKRD37 ZNF197 BTN3A2 PCLO KATNA1 BCDIN3D TRABD2A TMEM17 TMEM232 TMEM216 TEAD1 RNF220 TSPYL4 PTMA NHLRC1 FANCM ZFP69B PMS2CL TPRG1 COMMD6 GTF2F2 FOCAD CHM BLOC1S5 C19orf54 SRSF10 DUSP28 NBR1 ASAH2 RTL6 NDUFA4 ALKBH2 FHIT ZKSCAN3 SPATS2L WDR5 ASB13 ZNF774 TPK1 NACA LAMA2 SDHAF3 TOMM7 ZNF33B ZNF239 ZSCAN16 LAMB3 SLC39A10 CASP4 GMFB ZMYM1 H4C3 ZSCAN26 PCBP2 ABCB8 ENTPD4 C1D RAD54B PELI1 H3C4 TTC30A ZNF624 RPE ZNF460 RPL37A TAF13 ZNF780A MEIG1 LEKR1 NOL8 HIBCH HMGN5 SULT1C2 ZNF26 TXNRD1 C2CD4A ZNF789 CTNND1 MDM4 STK39 C6orf89 FAN1 GLMP TOGARAM1 UNC13B GPATCH3 ZNF830 FOXJ3 OPA1 KTI12 SELENOT TSEN15 LTN1 C1orf174 CCDC167 SNORA73B RNU4-1 RN7SKP134 RNY1 RNU6-7 RNU6-563P CHML CAPN8 CENPW ATP1A1-AS1 RTL8A PHACTR4 HLA-DMA AGPAT1 NFKBIL1 MRPL53 SLC35B4 TRIQK PRR13 PLPP6 DNAJC19 SNORA24B SELENOH STK38L SNORD12 SYNJ2BP RBMXL1 SRA1 HEXA ATP6V1G2 GANC PAXIP1-AS2 MYCBP SMIM30 COMMD4P1 RAD51AP2 LINC01588 ARHGEF28 AC025171.2 AL109918.1 CKLF ADAMTS7P4 CEBPZOS SNORA3C PPP3CB-AS1 ZBED8 FAM200A PPP2R2A FAM185A SNORD12B LINC02068 CCDC18-AS1 LGALS8-AS1 LINC01767 SLC44A3-AS1 BCAR3-AS1 DNAJC27-AS1 LINC00570 MSL3P1 SVIL-AS1 ETV7-AS1 LINC00240 POT1-AS1 LINC01393 LINC01623 TSBP1-AS1 KCNIP2-AS1 CFLAR-AS1 ENTPD1-AS1 FKBP14-AS1 LMCD1-AS1 SMIM2-AS1 LINC01806 SNAP25-AS1 GEMIN8P4 LINC02585 AL139011.1 LINC02577 RPL7L1P8 DUTP1 MIR181A1HG TPI1P2 DPP4-DT GORAB-AS1 LINC-PINT AC067945.2 FAAHP1 TMA7 MCTS1 CYP1B1-AS1 AC016876.1 LINC01392 LINC01765 SDCBP2-AS1 SNHG20 AC104667.2 ZSCAN31 CASP4LP ZBED5 AC025822.2 AC005550.2 LINC01358 KCNMB2-AS1 AL391832.2 SNORA84 STPG4 NSUN6 LINC00881 RPL36A RPSAP52 ATP5PO GLYCTK-AS1 MRPL33 DUBR PPIEL UBE2V1 AP000787.1 DRAIC LINC02458 TMED2-DT GPRC5D-AS1 TMEM161B-AS1 ARHGAP42-AS1 LINC00992 PPBPP2 FMN1 SELENOP PRKG2-AS1 RPL32P3 MALAT1 PRELID3BP5 RNU1-117P SHLD3 SLC10A5 ATXN7L3B PINX1 ATP6V1G2-DDX39B EID1 LINC02756 FDXACB1 SMLR1 LINC02454 SMIM10L1 ZNF271P AC068888.1 RPL36A-HNRNPH2 GIHCG LINC02399 LINC02410 SYNJ2BP-COX16 TRIM34 LINC01269 BLOC1S5-TXNDC5 POC1B-GALNT4 NDUFC2-KCTD14 NDUFAF4P1 DDX59-AS1 TAT-AS1 AC026462.3 AC036103.1 MAFTRR C15orf65 H2BC20P AC133552.2 MIR548AL MIR3913-1 MIR378D2HG MIR3124 MIR3684 AC132938.3 SEC22B EEF1E1-BLOC1S5 TXNIP AP002478.1 MRPS21 DSG1-AS1 MIR4708 MIR4645 UXT-AS1 PCAT19 WHSC1L2P LINC01764 AC006116.7 ZNF224 LIN37 AC006262.1 ZSCAN16-AS1 FMC1-LUC7L2 MICOS10-NBL1 TERC HMGN3-AS1 HTATSF1P2 LINC02427 MAN2A1-DT LINC02343 ARF4-AS1 ILRUN-AS1 RNU6-92P LINC00653 AC009275.1 H3C8 INO80B-WBP1 SNORD1C H2BC6 H3C6 ALOXE3P1 PPP4R3B SNORD50B LENG9 RN7SKP175 H2BC9 H4C9 DDX52 RBM12B-AS1 LINC01232 TMEM272 MIR3651 EBLN3P TBX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TBX1_TARGET_GENES RAD52 ALS2 POLA2 WWTR1 FAS ATP6V0A1 NSMAF VMP1 MSANTD3 P4HA2 COL16A1 RBM22 RFX2 RCOR1 SPAG7 CREM ACOT7 UQCC1 PRPF6 TRIB3 TLDC2 CHMP4B ARMC1 SLC39A14 CCDC130 PPP6R1 RABAC1 AKNA ZMIZ1 PNPO EHD1 AMBRA1 SLC11A2 CMAS ITK COL7A1 TP53I3 ZBTB17 ECE1 GALE RPS25 PHF19 MTHFD1L TGFBI SPOP RPL5 PFDN5 SPATS2 PI3 ZNFX1 PPP4R1L ZBP1 MED20 RPL23 C3 UROD TRAF2 CCNT1 ILF3 PARP2 ADRM1 DIAPH1 RARA WBP2 OSER1 SPOCD1 TAOK3 KRT7 PAX3 SLCO2B1 CTDSPL2 PPCDC COPS4 DUSP6 TLE3 BCAS3 EIF4A3 RPS3A OGT C9orf72 LCN2 ADD3 INTS4 CFDP1 MIDEAS C8orf37 AP3S2 ZC3H18 RAPGEF6 ABCG1 SAP30BP EIF4A1 SLC25A45 NOL9 HFM1 SPIDR SUN1 CTHRC1 TMEM170A SMAD3 SNRPD1 CDK12 SMG8 KRT80 IGFBP6 MGAT5B AHCYL1 PKIG NSG2 FPR2 FPR1 CHST11 TCEA2 ZNF217 TRIB1 RNF26 SNHG11 EIF3F WSB2 SCN4B ZFAS1 SLC25A22 ACAD9 ZNRF3-AS1 COX14 MRGPRX4 RCC1 CUEDC1 SF3A3 TBX1 TSSC4 MATN1-AS1 ARAP1 H2AX BCL2L15 SH2D5 IL1RAP GARS1-DT TRAPPC4 PCBP2 SLC22A4 KLKP1 RYR2 MTCO3P12 RNU6-563P MRPL38 RACK1 SNORD12C MT-TP TRAJ7 KRTAP2-4 STARD10 SLC12A8 LINC01615 OSER1-DT LINC00431 CFLAR-AS1 FKBP14-AS1 LINC00511 ZNF341-AS1 LINC01098 MAP4K3-DT CT69 IMPDH1P10 SP2-AS1 VN2R3P LINC00484 ELOA-AS1 RNU7-136P SNHG3 ALKBH3-AS1 LINC02709 DIAPH1-AS1 GDNF-AS1 SLC2A9-AS1 LINC01094 XIRP2-AS1 SNHG1 MTRNR2L8 LINC02454 RTEL1 AC087473.1 SEC22B ILF3-DT AC005264.1 SNORD96A RPPH1 SNORD30 CBFA2T2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CBFA2T2_TARGET_GENES FUCA2 STPG1 SARM1 POLDIP2 VPS50 SLC25A13 ST7 DVL2 SKAP2 ACSM3 IBTK PDK2 ITGA2B ETV1 FARP2 VPS41 SCIN CDKL3 CCDC124 TSR3 NADK PLEKHG6 NFIX SEC62 ZNF207 SCMH1 CLCN6 MBTD1 UTP18 PTBP1 PIK3C2A LTF YAF2 NUDCD3 CLCA1 ATP2C1 IGF1 SLC38A5 CXorf56 SAMD4A SLC45A4 RNF10 AKAP11 DEPDC1 PHF20 KPNA6 VIM MIPEP ANK1 RABEP1 GRN ALG1 APBA2 CUL3 ZZZ3 USP2 CLEC16A STAU2 CTNS RTN4R GEMIN8 ATP6V1H FAM214A USP28 ADAMTS6 TNFRSF9 ELN HERPUD1 THRAP3 GALC RC3H2 TMCC3 PITHD1 ZC3H11A GATB CCAR1 RIMBP2 NCKAP1 TNK2 EIF4B HAGH TSPAN32 CTSA CNN2 CHI3L2 NTHL1 PKN2 ERBB3 MYLK TLE2 YBX1 CTNNA2 DIP2B NGEF ELOVL1 SPI1 ATXN3 STOML1 PKM PRKCZ HDAC4 TTC7A MAST4 SDK2 VPS35 TGFBR3 SPTB NDST1 ST6GALNAC2 ATP2B1 CPSF1 ZFYVE26 EPN2 PTPN18 ALDH3A2 AFF4 STK10 AP1M1 CYP2W1 MCM2 PICALM CA12 MYDGF KCNQ2 ADD2 FRYL TMEM131 WDR62 DLG1 PTPN23 MLH1 PPP1R12B GTF3C1 SNRPA TIGAR TULP3 ITM2A PCM1 SDF4 RUNX1T1 MKNK1 TNS1 RAB21 CPOX MEF2C UBA5 STK17B ZNF510 AACS PHLPP1 ITGB5 PALB2 KAT6A RRAGB ZNF324 FAM234B CAD CTTN TTC39A NFX1 IPO11 TXLNG TRIP6 ACHE BAX ADD1 CASS4 GP6 FKBP1A CPXM1 ESF1 ANAPC5 TASP1 ERP29 HEPH CDIP1 ARHGAP4 TFAP4 SPG21 GNPTG MCOLN1 PDPR EXOC1 OSBPL8 LAMB4 TXNL1 ORC6 OSGEP SUPT16H MFSD11 AAAS DHPS NUP188 PGC SIRT1 TMED1 RAB18 WASHC2A CIRBP HNRNPM MARCHF2 TIMM13 MED15 SNAP29 BCL2L13 PES1 GGT1 CYB5R3 AP1B1 TOM1 PDGFB MYH9 GRAP2 TNRC6B RBX1 DESI1 CDKL1 PPM1A HIF1A ZFYVE21 APEX1 PABPN1 HNF4A STK4 AVP C20orf27 NDUFAF5 TRIB3 RASSF2 MAPRE1 DHX35 ADNP2 VAPA LPIN2 MYL12A RNMT SMAD7 ANKRD12 SUV39H1 PAGE4 RENBP FMR1 GLA ARMCX3 BEX4 FNDC3A ACP5 RGCC INTS6 DHRS12 MAPK3 PHKB DHODH SLC38A7 VAC14 CMC2 HCFC1R1 NAGPA TSC2 CLCN7 FBXO31 UBFD1 EARS2 GGA2 AQP8 USP31 CORO7-PAM16 STX4 VPS35L HERC1 CTSH CEMIP HOMER2 IKBKB EMC2 SNX16 EEF1D FGL1 BNIP3L MAP4K1 RELB PPP1R37 LYL1 FCER2 TBC1D17 TLE6 SGTA ILVBL TIMM50 DYRK1B CCNP PLD3 PIAS4 NUMBL YJU2 CCDC9 NAPA PTPRS CCDC114 CABP5 DBP TNPO2 KLF1 PDE4C USF2 FKBP8 HBP1 CPED1 CYP3A5 EIF3B TAF6 TFR2 GCK MEGF9 TBC1D13 RIC1 KDM4C FUBP3 HPS1 RASSF4 EIF3A MAPK8 SEC23IP MICU1 LZTS2 SFXN3 RPL19 UBTF SEPTIN4 MTMR4 TRIM37 CDK5RAP3 GALK1 AKAP10 ICAM2 DDX5 C17orf75 NAGLU MLX MRPL27 HDAC5 DUSP3 EFTUD2 VTN OCIAD1 LAMTOR3 UBE2D3 GALNT7 CRYAB HTATIP2 MTCH2 SC5D EHD1 CPT1A COMMD9 NAA40 C11orf21 EXPH5 HPS5 GTF2H1 PPM1H FOXM1 SH2B3 ACAD10 ART4 TIMELESS ACRBP COPS7A GNB3 CHPT1 HCFC2 HDDC2 RHAG PHACTR1 ZNF451 ALDH5A1 GMNN SLC17A2 CUTA QKI DNPH1 SLC29A1 PRSS16 C7 LMNB1 SUB1 SLC12A7 RAD50 IL5 LIFR C9 SMAD5 HMGXB3 ATP6V0E1 STC2 BCL6 PCCB ACAP2 GNAI2 IQCG GBE1 ATP6V1A CISH MAPKAPK3 ABCC5 EIF1B SSR3 EIF4G1 ACTR3 STEAP3 GPD2 CENPA MPV17 HTRA2 WDR75 STAT1 SF3B1 KDM3A IL1R1 FHL2 CNPPD1 ABCB6 HDLBP ODC1 SLC25A12 DLX2 COX7A2L ORC4 TRAK2 SUMO1 CD207 NFE2L2 MSH6 DNAJC16 CACYBP STXBP3 SCAMP3 SFPQ ZBTB17 TMEM9 C1orf109 RRAGC LGALS8 RLF KLHL12 SSX2IP ECE1 GALE PRPF3 ATP6V0B AKR1A1 PRRC2C PRDX6 UTP25 RCAN3 STMN1 DHDDS CTSD COLEC11 IFT46 TNNT2 UBE3D SGIP1 PHF3 PLAGL1 TNFAIP3 MYB RNF146 PMFBP1 FBXL5 MED28 ABCG2 MFSD1 RAB3GAP2 UBN1 UBE2B HEATR1 CTNNAL1 C19orf25 FLVCR2 DLST ALDH6A1 EPCAM SMNDC1 SFRP5 GNA13 DUSP1 PANK3 UTP20 GLT8D2 SOCS2 TNFRSF10B ZNF706 TRIM25 FAM117A TMEM131L TRIM6 NAA50 DEPDC7 CAT KHDRBS1 CCRL2 GPSM2 MRPS2 RBBP6 SLC25A51 SPINK4 VPS26A RBM19 DDX54 MED13L CCDC91 GIPC1 ATF1 HOXC13 NFE2 SMUG1 HJURP SLC36A1 INHA OBSL1 ARFGEF2 NEURL2 PEPD IL9R SSR1 SH3TC1 CCDC93 ALKBH7 RPL23 CD70 SH2D3A GZF1 RRBP1 MAX UROD KIRREL2 WNK4 DNAJC8 ATG14 HNRNPH2 TIMM8A CANX RAB3IP FGFRL1 F2RL3 KDM4B TNFRSF19 ATF4 VGF DNAJB9 CCDC32 ALDH1A2 MINDY2 ANAPC13 ATP1B2 PHF20L1 CCNT1 ILF3 KLK10 AJUBA NRL EPB41L4A SGO1 DOHH CBFA2T3 GNL3L PRKCSH APOC1 XPO7 RPL36 PLVAP USHBP1 GDF15 CRB3 ATG4D ARHGEF16 THEMIS2 UBE4B LATS1 GGT7 ACSS2 GFAP ATP6V1E1 GSE1 PPT1 TBC1D5 CAPN7 ACAP3 PPFIA1 TMEM204 NR0B2 LIN28A RFX1 TRIM22 SCLY WBP2 PCED1A PTPRA CASP9 DCTN4 LGR6 TMCC2 EPSTI1 FAM104A CNDP2 AGAP3 KRBA1 ATP13A3 CA1 AMPD3 MICAL2 RRAS2 ELP3 CDK7 CEPT1 PPHLN1 SLC38A2 KIDINS220 CRB1 IL15RA TMEM241 SPOCD1 PHC2 RNF138 FADS2 TMEM258 COL4A2 APC RFK CTSL CCNJL PNPLA8 CEP162 CD63 ITGA7 BLOC1S1 CDK4 CD164 AHI1 GNS KIAA0513 KCNK1 STX6 NPL SERPINE2 DNAJB2 TMBIM1 ARMC9 REV1 ISCU PWP1 WASHC4 SLC41A2 VILL TBC1D4 RCBTB1 LCP1 C7orf25 IGF2BP3 GPNMB NDUFB5 SCN7A VPS45 CCDC115 BIN1 IMP4 DNAJC1 SLC31A2 USP20 ATP6V1G1 TEX10 GABBR2 HEMGN UBAP2 TMEM8B HINT2 PIM1 TMEM14B SLC22A23 CLPS MTCH1 RAB30 TMPRSS4 TRIM29 SLC37A4 ALKBH8 SMAD6 ADAM10 BRDT THUMPD2 DNAJC13 ATIC ABI2 SLC40A1 SLC35A5 PPCDC FAM13A HNRNPD BMP2K RGS3 RNF185 TPH2 TDG RITA1 GIT2 BRCA2 MAP3K12 ITGB7 SBNO1 VPS33A STON2 SLC12A6 SERF2 COMMD4 SCAPER IGF1R GLYR1 RUSF1 UQCRC2 CPNE2 NLRC5 KIFC3 MAP1LC3B GALNS NCOR1 GID4 PRPSAP2 SPACA3 G6PC3 CLTC C17orf64 RMC1 SAT2 ARHGDIA TMC6 CSNK1D TBCD NARF DYM MIEN1 PNMT SAE1 RNPEPL1 CAPN10 ERVK3-1 FBN3 RPL13A RERE CELA2A EPHA2 PPOX RGL1 PIP5K1A SELENBP1 DUSP10 SLC27A3 UBAP2L AQP10 C1orf43 RIT1 INTS3 PKLR SDE2 LEFTY2 GUK1 PYCR2 LBR EPHX1 PPFIA4 WDPCP AMMECR1L LNPK ZNF385B UBR3 SUMF1 RHBDD1 RAB5A RETREG2 SLC25A38 SLC25A26 NFKBIZ ADGRG7 ATG3 TMEM108 ALDH1L1 SLC10A4 ENOPH1 CISD2 SPATA5 PIK3R1 RNF145 RNF44 RASGEF1C DOK3 PPP1R18 AIG1 ARMT1 DENND2A SYTL5 KDM6A TAF1 STAR TRIM55 LACTB2 MTDH FAM83A PLIN2 ALAD POLE3 NTMT1 MIGA2 HMCN2 GPR107 COMMD3 NRBF2 RGR POLR3A DNAJB12 ATM LAMTOR1 KAT14 TKFC TMEM138 MS4A3 YTHDF1 LATS2 CD226 DLG2 ENKUR CACNA1C PLBD2 EIF4E MAGI1 UPF2 FRMD4A GUF1 CACUL1 ATG10 TADA1 USP12 CCDC50 TMEM123 MBNL1 SLC30A6 HNRNPDL CDYL CARHSP1 TXNDC11 DAB2 CAST TMEM87B TRAPPC8 FBXL2 SREK1 TBCEL CC2D1B TDH OBSCN TRIM11 BUB3 EME1 VOPP1 ATP6V1C1 MMS19 TRMT44 C9orf85 PIK3AP1 SPAG17 SLC26A2 RMND1 CLIC2 ADK ADAMTS3 CFAP161 MAP3K7CL CDK20 SUPV3L1 HK1 ZDHHC5 NPTN TBC1D31 NSMCE2 ZNF689 PHKG2 VPS8 CACNA1D VPS26C DYRK1A SLC35B2 C9orf43 SLC37A3 SPPL3 PTPDC1 SLC13A3 MITD1 TSR2 ZC3H18 RCAN1 PTMS ADIPOR1 CELF3 THEM4 RSPRY1 TEPP ATP6V0D1 DFFA ANKLE1 CCDC58 UBASH3A PDXK CSTB GAB3 C9orf116 C19orf47 RDH13 SIK3 PCSK7 FLAD1 VPS11 NLRX1 ADAR UBE2Q1 RUSC1 GBAP1 MGAT4B NAPEPLD ABCF3 THAP8 FDXR ACOX1 PRPSAP1 RNASEK-C17orf49 AMDHD2 CLPB UBXN1 TAF6L TAL1 MXRA8 AKNAD1 ARPC5 RBM15 BROX KLHDC8A PKDCC CCNYL1 HELQ MRPS18C PYGO2 FBLN2 SPTA1 IFI16 EFHB EIF5A2 SLMAP U2SURP RCHY1 HPS3 LZTFL1 NMNAT3 ZMYM6 TPRA1 SNIP1 UVSSA ERMAP RNF123 NPY1R SLC25A46 ACSL6 CREBRF PI16 IQUB LMTK2 CTSB DLC1 GPR146 NOS3 SLC4A2 FMC1 SLC25A32 DCAF13 TP53INP1 WASHC5 ATP7A TRMT10B ARHGAP12 MARCHF8 GTF2A1 RPUSD4 COMTD1 ZNF503 ENOX2 TSC1 PIP4P1 RNASE7 UBTD1 TCP11L2 TBATA CUL5 TPP1 PPFIBP2 PKD1L2 MCM7 TK2 SEC11C BLCAP TVP23A ANPEP DCTN5 STAT6 STX3 PIP4K2C EPB42 SMAD3 RCCD1 MAPRE2 EVA1C MBD6 TEF COQ4 CCDC103 ISLR2 MYO5B STIM1 TRAPPC2L PROCA1 RHEBL1 AXL TRAPPC9 YIF1B EEF2 CHAF1A UBXN6 HDGFL2 KIFC2 WDR81 TRPV3 HSD11B1L TMC8 DDB1 RAB3IL1 ATG16L2 C2CD3 SLC22A11 NT5DC2 ACOX2 SEPTIN2 TXNDC2 FEN1 GBX2 SNRNP48 FAM178B GSTM4 ZNF507 ZNF608 MFF COMMD8 ATP5ME DHRSX HSPBAP1 CD2BP2 RAB24 PRELID1 SLC50A1 KCNAB1 GUSBP12 SLC33A1 ZNF280A ZEB2 SPNS1 CHRNA5 ASPSCR1 AHSP OTUD3 KLF13 HNRNPA3 GYPA PDCD6IP MRAP GLB1 FAXDC2 GABARAP TMED10 NUDT9 ELOVL6 AKAP13 USP32 KBTBD2 MTSS1 NUDT6 KYAT1 MTM1 RLN3 SOCS5 NPTX1 GAA CLCN5 MRPL36 MCC ZNF318 SLC25A33 ENC1 BPTF S100Z SPATA5L1 BCL2 RHNO1 COL8A2 ADRA1D ATPAF2 DRC3 SYNPO QARS1 ISG20 BSG HINFP CERS6 GNB2 RAD9A WASHC2C MUS81 COL6A5 CFL1 EFCAB12 PSME3IP1 HOXC5 METAP1D EGFL7 KAT5 MFSD4B SYT12 MMRN2 MST1 TOMM20 NET1 PHC3 SPTBN2 ATP5MD SLC16A13 SNHG11 MYO1H THAP6 DENND6A PDE12 CATSPERD MICOS13 FUT1 SNHG29 CHST1 DOLK RFESD UCP2 TOM1L2 TTLL11 SLC35E3 ARL4D B3GALT6 IP6K1 RTTN PLAAT3 ACSF3 LRRC37A3 TCEANC DPP7 SMCR8 MTHFR EPS8L2 FAM210A PUS1 GJD4 TOP3A C8orf31 NAP1L5 RABEP2 ATOX1 TBL1XR1 GBA ACAD9 AGTRAP THAP5 IMPDH2 GRAMD1C SH2D4B WDR6 TIMM23B-AGAP6 CA8 GTPBP6 C10orf53 EFCAB13 EIF3K EXOC3L1 SIGLECL1 CALR RAD23A CLK3 KLHL28 DNHD1 PLD6 CDC42EP4 FCER1A PCBP1-AS1 RNF227 LINC00652 FAHD1 ARHGAP45 PCGF5 TMEM64 HOXC9 HOXC10 D2HGDH CMTR2 EHMT1 ZNF322 ACBD4 UBA7 AP1S2 EXOC7 LHFPL1 FES MFSD5 BRICD5 SEPHS1P1 C16orf72 SLC25A18 TSPEAR-AS2 CEP63 ZNF320 SLC25A21 SLC25A10 WBP2NL CCDC125 FHL3 CCDC159 TBK1 CBX6 CCR4 KMT5A PRKD1 PLA2G6 TOP1MT POU3F2 SEPTIN9 ZBTB40 OSBP2 DGAT1 F8 ANKS1B LRRC37B PRMT3 ZBTB37 TCN2 MRPL30 L3MBTL1 LMLN PBX1 LYG2 THNSL1 ATP6V0C LAMP1 KLHDC8B PTCH1 CCIN AIDA TOR3A RXRA CYP4F3 ARAP1 PRR5 TMEM232 RHD PLCD1 FOXD3 RNF220 KRTAP12-1 EPOR SIRT7 TRPV2 CXXC1P1 CYHR1 C17orf99 TMPPE LAMTOR4 CENPP CHM C19orf54 FAM83G CLN3 RHCE UROS SPRED3 ENTPD8 ZNF292 DUSP21 NDUFA4 ANKDD1B APOD ZAR1L LINC01164 NCR1 S100A4 CTSE TUBB LCOR LONP1 XRCC6 ZNF775 MYO18A MAN2A2 MRTFA ZFP62 S100A2 METTL9 ANXA6 GMFB MAFG ARRDC1 SND1 SYNGAP1 TRIM33 ADARB1 SHPK OGDHL GYPE ENTPD6 DMBX1 KLKP1 EOLA1 MCMBP FAM118B INKA2 SNHG12 KEL NOL8 CCDC151 ZNF84 KRTAP4-6 TMEM116 GET3 WWP2 UVRAG MAFK ZNF789 LRBA NCOA6 LINC01565 GLMP TOGARAM1 GPATCH3 GK HMGN2 CIPC BHLHB9 DMD MFAP3L ARMCX6 SGMS1 MIR378A MIR26A1 SNORD104 RNU1-19P RNU4-92P RN7SKP245 RNA5SP493 RN7SKP237 RNA5SP324 RNU1-16P SCUBE1-AS1 LINC01285 CCDC162P HSD3BP2 LINC01270 TDRG1 CHIC1 GIGYF2 TMEM273 BRD2 HLA-DMA NOTCH4 NEU1 MBD5 LY6G6F TRIM10 AKT1S1 ZBTB48 C12orf73 KRT17P4 HMGN1 DENND6B LIN52 C5orf51 RNU6-1 RNU6-800P SNORA41B MIR607 SELENOH DIO1 SLC48A1 IGLV6-57 IGLV1-47 TRAJ23 RPL6P25 QTRT1 MXD3 ARL2 HEXA ADAT3 SLC35F6 IRF9 GALT REPIN1 UCA1 MANEALP1 SMCO1 C19orf38 AC009053.1 FAM187A CPEB1 AC116407.1 CRPPA ALOX12-AS1 AC141586.1 VPS16 MYL5 CELA2B FNIP1 RAET1K RNASEK SELENOKP2 DNAJC19P6 MIR1207 MIR1265 MIR1205 AP4M1 PPP2R2A TRIM16 XKR9 HDAC4-AS1 RNU2-52P RN7SKP168 RNU6-55P RNU6-954P LINC01825 CCR5AS SIRPB3P TSSC2 LGALS8-AS1 PAEPP1 LINC02831 MIR3681HG TNK2-AS1 LAMTOR5-AS1 NUTM2B-AS1 LINC01703 LINC00431 ERCC6 RUSC1-AS1 C3orf86 SGMS1-AS1 PLCG1-AS1 CHCHD2P1 ALG1L5P EPS15-AS1 SMIM2-AS1 DLG1-AS1 STK4-AS1 SCAMP4 C1DP4 ASH1L-IT1 INKA2-AS1 RBM15-AS1 LINC02843 FAM174C GUSBP11 SDAD1P1 C2orf92 RASA4CP LINC02572 CRPPA-AS1 XIST EIF4EP2 SGSM3-AS1 LINC01747 LINC01756 COL6A4P1 USP12-AS2 FOXD3-AS1 LINC01293 SGO1-AS1 LINC02613 LINC-PINT EP300-AS1 LINC01063 MTCO3P2 LINC02777 LINC01517 LINC01431 LINC00884 LINC02573 MIPEPP3 PBX1-AS1 RPS28 LINC01675 CFL1P8 LINC00701 EPCAM-DT GAS5 NDUFA5P3 NUCB1-AS1 PPP1R3E RAMACL LINC00957 SSR4P1 LINC01278 SMIM27 FAM21EP HCFC1-AS1 ZNF815P C1DP2 GUSBP5 MFF-DT AL162425.1 DLX2-DT INTS6-AS1 LINC00299 RPL23AP95 ZDHHC20-IT1 ZNF503-AS2 LINC01358 RGL2 WAKMAR2 LINC01275 FAM21FP DGUOK-AS1 RPL35P1 LINC02863 LINC02006 RNVU1-2 AC008040.1 AC112487.1 TNFSF12 HLTF-AS1 TLR9 GET4 TPT1P11 AQP1 RN7SL443P PISD DENND6A-DT PI4KA CCDC137P AP5Z1 MRPL42P6 RN7SL413P RN7SL738P CFB APOBEC3D ZNF512 TMEM199 APOBEC3C KCNK15-AS1 RPL30P11 ALKBH3-AS1 SMARCA5-AS1 LINC02709 KLRK1-AS1 AC090515.2 ZNF84-DT LINC02288 GPRC5D-AS1 LINC02014 MEF2C-AS1 LUCAT1 TNFSF12-TNFSF13 KRT8P46 LINC01234 AC139887.2 SRD5A3-AS1 LINC00964 MCPH1-AS1 PDCD6 BFSP2-AS1 RDH10-AS1 GYPB LINC01332 HOXC-AS1 LINC02125 LY6G6F-LY6G6D ZFPM2-AS1 LMNB1-DT HOXC-AS3 LINC00958 RNA5SP96 RNU7-200P RNU6-327P RN7SKP197 AC083973.1 OSGEPL1-AS1 LINC02842 CHMP4A COX6CP5 AL157756.1 AC100858.2 UVRAG-DT JRKL-AS1 HMBS YWHABP2 AC156455.1 LINC02459 LBX2-AS1 CUX1 AC009779.2 AC025031.2 TRIM6-TRIM34 C20orf141 CEP95 CPEB1-AS1 RBM15B HOXB7 NORAD CD2BP2-DT AC098818.2 HEXA-AS1 CAPN10-DT AC127459.2 AL023803.1 LINC01976 DLGAP1-AS2 CORO7 THCAT158 GDF2 MIR4729 MIR3928 MIR4441 MIR4692 MIR4252 AC132938.3 MAFG-DT LINC01970 MIR4276 MIR4690 NDUFV2-AS1 AP002478.1 SNHG25 NCOA4 MIR4706 MIR4766 ITM2BP1 AC079466.1 LINC01929 ILF3-DT RPL23AP77 SNHG30 AC010327.4 MAP1LC3P FDX2 AC009005.1 NDUFA7 FMR1-AS1 AC006262.1 IGFL2-AS1 SIGLEC27P COMMD3-BMI1 MAP2K4P1 AC009061.2 CAHM CAPZA1P5 NDUFA8P1 RN7SKP4 LINC01215 AC010240.3 AP003392.5 HNRNPD-DT SLC30A6-DT ARL2-SNX15 LINC00653 NATD1 MIR223HG APONP SYNRG AATF LINC01742 PICSAR PRSS2 ORAI1 MIR7976 PCGF2 SNORA50C SSTR3 LINC01348 PCAT14 EIF1B-AS1 LINC00934 AC107398.4 LINC02666 LAMTOR5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LAMTOR5_TARGET_GENES MTCO3P12 MT-TC MT-TY MT-TT MT-TP CREB3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB3_TARGET_GENES SCYL3 SKAP2 CCDC124 NADK MAPK8IP2 MED24 RPS20 UBE3C MKS1 PTBP1 PRICKLE3 CALCOCO1 MDH1 NUDCD3 AGPS ARID4A RFC1 ZNF280C NDC1 TARBP1 CTDP1 CCAR1 BCAT1 VMP1 CYB5R4 PDE4A DNAJA2 JMJD6 PRKACA CHFR TRNT1 FBXW11 CA12 ANKRD13A SCGN RBL1 OSTM1 MEF2C UBA5 TRIP6 SNX5 PCBP4 OSBPL8 IL5RA SEL1L3 MYO15A EZR IFT74 SH3GLB1 TMED1 FBXL19 VTI1B RIN3 HM13 TM9SF4 RENBP CLN5 ZNF821 CAPN15 MAZ AP3B2 EHD4 SPG11 GDAP1 ERI1 MTMR9 TULP2 OAZ1 PTOV1 SGTA MED25 AKT2 SIGLEC6 ZNF175 EIF3B ACTR3C CDH23 SFXN3 TASOR2 DHX40 PIGL DHX58 WSB1 UFSP2 FNBP4 OSBP AMBRA1 NDUFS8 VPS29 CHD4 CDCA3 ALDH5A1 THBS4 NR3C1 TTC33 MACROH2A1 TCERG1 CPEB4 PCCB MRPL3 ABHD14B CCDC88A CHMP3 WIPF1 NFE2L2 BCAS2 TMEM9 RPF1 NSUN4 SYF2 CCNI LDAH UBE2B PIGZ PCMT1 APAF1 ZNF644 PKN1 NEUROD4 SPATS2 CTCFL PEDS1-UBE2V1 PPP4R1L PCK1 BARHL1 VASP MGME1 PCID2 ZNF484 LRRC61 F2RL3 SEC14L1 GNL3L CDC16 SNX9 SSBP4 SLC34A1 PPT1 DIAPH1 UBE2D2 C1orf159 RHPN2 LRRC41 PPP1R3D PEMT CNDP2 ADCK2 ARNTL LDHA TMEM241 TMEM165 COL4A2 AHI1 C2orf49 ZFP37 PLAA TMEM14B VARS2 NUMA1 ZNF280D PREPL DNA2 TPH2 TARBP2 CUL4A ARMH4 PCSK6 CMTM3 TBCD SLC39A3 TPGS1 FEM1A FAM71E1 NOSIP MTF2 STRIP1 POGZ PPFIA4 CAMKMT WDPCP TPRKB UBR3 SLC30A5 BTF3 BOD1 TMEM181 CCZ1B RBAK SSC4D SNX12 RGS20 GSDMC ZCCHC7 SURF6 REXO4 GLB1L2 LAMTOR1 CHEK1 GPR158 RAD9B SH2D6 NADK2 HNRNPDL MR1 CAST FAM81B IMPACT ABCA5 CXXC1 ZFYVE27 LHFPL4 HTR5A ST3GAL2 FCSK GAREM2 PANK4 USF1 CCAR2 EFCAB14 CALM3 HSF2BP RRP1B RALGDS NAPEPLD PRPSAP1 EMC10 LEMD2 CLPB STX5 MAGOH RBBP4 TSSK3 C1orf74 CGGBP1 ANKZF1 SUCLG1 IFI16 SLMAP RFC4 TASOR ADGRV1 CCDC112 SHROOM1 RPS14 ANKS6 GTF2A1 REEP3 VDAC2 METTL3 SVOP IKBIP CUL5 IFTAP PKD1L2 ATF7IP2 AP1G1 CLPX DOLPP1 NOD2 MLST8 ABCA3 COPS6 GNG4 POLR2J3 LRRC28 DHRSX SLC25A6 ASPSCR1 CHRNB1 ZNF524 ZNF561 PPID NINJ2 PPIH SHLD1 ORMDL3 DPAGT1 C2CD2L ZNF596 ANKRD13D PHF8 KAT5 CHD2 UQCRH ENDOV CTSF DDX23 IQCK PDE12 SH3BP5L BANF1 EIF1AD RMI2 MLXIP PLEKHF2 CRYBG2 SPHK1 ZBTB8OS MIR7-3HG MTX3 WDR73 RPS27 C2orf73 STAP2 TMEM11 AC068473.1 OPLAH C3orf38 FIZ1 TRNAU1AP PYCR1 UTP11 TRMT12 PGP NELFA UBALD2 CCDC137 P4HB BRWD1 LILRP1 TOR3A ISG15 PMS2CL WDSUB1 ZNF79 MFSD14C MAML3 IPP ZNF649 MIER1 ASPH TEX45 C1orf174 ATG9A ARMCX6 RNU5F-1 RNU1-108P NELFE SNHG32 ZNF805 AC007389.1 C4orf47 HACD2 RNU6-1227P RNU6-761P RNVU1-15 SFT2D2 GTF2H4 CSNK1E AC019080.1 LINC01347 RPL23AP53 LINC00885 PGM5P4 LINC02608 ENTPD1-AS1 SNAP25-AS1 MBNL1-AS1 XIST ZNF688 PPP5D1 AC005532.1 AL031666.1 ZBED9 RFX3-AS1 STXBP5-AS1 ZSCAN31 AC087294.1 AC002310.1 AC127070.1 LINC01732 AL391832.2 ABCA17P RBM14 OR8F1P MYLK-AS1 PEDS1 MUC20-OT1 ARFGAP3 NSMCE1-DT KCTD21-AS1 DIAPH1-AS1 MEF2C-AS1 NIFKP7 ALG1L13P LYN LINC00824 BRWD1-AS2 AC156455.1 AP001160.1 PSMA3-AS1 FNBP1P1 CEP95 AC018845.3 LINC02252 RNF213-AS1 MIR3124 MRPS21 MIR4766 ZNF561-AS1 RBAK-RBAKDN NUDT18 LINC00235 EBLN3P SOX15_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SOX15_TARGET_GENES CELF2 MTF2 NOTCH1 LNC-LBCS MIR4674 ZNF292_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF292_TARGET_GENES DVL2 TNFRSF12A QSER1 CROCCP3 SLC15A1 MTFMT TTC1 AGMAT RPL36 HAPLN2 MTO1 COQ10A MED21 DAGLB NOL6 RND1 FES LAMP1 ADA C6orf141 MB TRIM15 RRN3P1 SNHG30 SYNCRIP_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SYNCRIP_TARGET_GENES NNAT ESR1 GDAP1L1 IAH1 SDCBP PDE5A CCL28 SYCE1 GUSBP5 TPT1P12 COL4A4 PTHLH MBOAT2 ABCA6 BLCAP FAM53A TMEM11 ANXA2 AC087294.1 FOXG1-AS1 ANKRD26P1 CREBL2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CREBL2_TARGET_GENES SGK2 SCNN1A RASGRF2 MTFR1L FGD3 LRRC27 FCRL1 FLJ40288 LINC01119 LINC02251 ATP5MFP6 FOXD2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXD2_TARGET_GENES RAD52 ARF5 RBM6 DVL2 ITGA3 REX1BD MAP3K14 AP2B1 DBF4 JARID2 NADK CELSR3 ST3GAL1 CSDE1 CD9 PHF7 FUZ CLCN6 NME1-NME2 MKS1 PIK3C2A ANLN QPCTL BRCA1 SLC25A39 NUB1 TACC3 CAPN1 MTMR11 CCDC88C XYLT2 IL20RA PRDM11 RNH1 CD44 VEZT BRD9 CENPQ RANBP3 PNPLA6 IFT88 GAB2 SLC4A7 TMSB10 SH3YL1 ZZZ3 AP2S1 HSPA5 WDR37 RCN1 NEDD4L JKAMP RAD51 RRP12 MSMO1 LAMA3 LY75 TAB2 PUM2 PRDM1 LAMC2 PSD MON2 DGAT2 CS ISOC2 HAGH TNPO3 ZNF76 OAT TRAM2 DGKA COL17A1 CDK13 FOXJ2 GOLGA5 THUMPD1 MYO9A IDI1 KLF6 DHX8 RASSF1 LAPTM4A IP6K2 PPP2R5B VPS35 NUCB2 POLB GBA2 NDST1 TRIP13 ALDH3A2 SCARB1 NLE1 CLNS1A EED DPP8 HACD3 SRI FOSL2 TMEM131 ACTB EXOSC7 SLC46A1 TRAF4 DNAJC10 POLD3 CAPZB SYNJ2 HOXA9 TOLLIP KIF22 SESN1 PSEN1 CXCL2 JMJD4 COBLL1 ITGB5 RNF13 LYRM2 TNPO1 YTHDC1 STARD7 SEH1L EIF2AK1 RBM22 TRIP6 NOP14 ANKRD10 KIF9 RPLP0 FXYD3 ZBTB25 PDCD7 MCOLN1 PLEKHG2 RBM27 ITGA6 ORC6 OSGEP SCFD1 SUPT16H UNC13D SEC22C DHPS NUP188 CRAT FKBP5 EFHC1 HSP90AB1 TMED1 SETD1A IZUMO4 RASSF7 TRMT2A MMP11 SNRPD3 HIRA FBXO7 CHKB TSPO ZMAT5 PNPLA3 PHF5A TRMU DESI1 ZBED4 HDAC10 AP4S1 CNIH1 PLEK2 APEX1 ARHGAP5 CINP NFKBIA TM9SF1 PCIF1 SGK2 NDRG3 PFDN4 MTG2 SLCO4A1 MRGBP GID8 C20orf27 HM13 MROH8 CDK5RAP1 RBBP8 CLN5 ZNF629 ELMO3 NUTF2 CENPT LONP2 SLC7A6 HAGHL FBXO31 HMOX2 DNAJA3 RBL2 STX4 CEMIP BLOC1S6 CSPP1 TRIM35 DCTN6 KCTD9 MAP4K1 HNRNPL PLEKHJ1 SF3A2 STX10 PDCD5 SLC1A5 HNRNPUL1 TYK2 BCAT2 PIK3R2 TMEM147 SIPA1L3 ITGB8 DUS4L H2AZ2 RNF32 BRAT1 HOXA13 PTCD1 WASL TFR2 C1GALT1 ANKMY2 AGR2 RHEB PRKAG2 DOCK8 KANK1 TESK1 CREB3 NPDC1 ABCA2 EXOSC3 DDX50 ATE1 PALD1 BCCIP SHOC2 CUL2 TUBD1 GOSR2 RPS6KB1 GOSR1 EZH1 UBE2D3 GRPEL1 NEIL3 LRP2BP DNAJC4 ST3GAL4 TMEM109 DDX6 HIPK3 COMMD9 PTPMT1 NUP98 CAPRIN2 SLC11A2 CSRNP2 FOXM1 NAA25 SCNN1A COPS7A TPI1 GNPTAB ATN1 LPCAT3 HCFC2 MAPK14 MDN1 SENP6 VEGFA TENT4A HSPA9 MRPS27 FAF2 RNF130 ARRDC3 PDE4D SNX4 FRMD4B KLHL18 PLSCR4 WDR48 FOXP1 INO80D RTKN EPB41L5 DNAJC27 GTF3C2 PSMD14 IFIH1 GCA AUP1 RTN4 HTRA2 GALNT3 WDR75 CCT4 CNPPD1 ODC1 DCAF17 AAK1 NFE2L2 KCNC4 HDAC1 S100PBP TRIM62 ASH1L MEF2D RO60 UCHL5 TTF2 TSNAX KDM5B APH1A DARS2 IRF6 DHDDS OSBPL9 NRP2 KLF7 PHF3 DCLRE1B RPN2 MFSD1 WDR35 SET PTPA ONECUT2 DCAF4 BBOF1 NEK9 RHOQ ATAD2B SLF2 AVPI1 WDR11 GNA13 KANSL1 CENPL ALG5 EXOSC8 SERP1 GLT8D2 COPS5 COIL ABCC11 ZNF639 MRPS2 KLHL7 POLM CLTA CNTFR DDX39A NDUFAF4 METTL8 SLC36A1 TTPAL USP22 AHNAK BBS2 ABCC4 HROB GRK4 GTF3C4 DDX31 POLR1B TNFSF9 OPA3 SNRPD2 SYMPK SDCBP2 FOXA2 AP5S1 ZNF436 MCF2L PRDX5 PRR12 TRAP1 NSRP1 KTN1 L3HYPDH ZBTB1 TRMT5 PLEKHG3 DYNC2I1 PTPRB TMEM175 ADGRE2 UQCR11 GFER SMARCA4 METTL25 EMC6 ZFP36 TUBGCP6 DGCR8 EMC4 DNAJB9 NDUFA5 MYO5C ANAPC13 MBD4 E2F8 DCTD PIMREG EPB41L4A TTI2 SGO1 THEM6 COLGALT1 ACTN4 NDUFA10 UBE2M ZC3H4 LRP3 EMC8 PRR7 KIF3A PSMC3IP ANKHD1 UBE2D2 ACAP3 RARA C19orf12 DNAJB1 FBXW9 RFX1 EMILIN2 IMMT CLUH MYBBP1A SEC61G KDM6B PCBD2 NXT1 PTPRA MMACHC NASP CDK8 MYH10 TPT1 KMT5C WDR74 ZDHHC8P1 ZNF767P CCDC59 ARL8B FKBP11 CDC73 EMP1 PIWIL4 YARS1 TPGS2 FADS2 TMEM165 TPP2 UBQLN1 PSAT1 PNPLA8 SYNCRIP EHF SMPD2 SMYD5 KCNK1 TAF5L COX5B DRAM1 SLC41A2 CKAP2 TNS3 IGF2BP3 GPNMB BZW2 ABHD17C CIB2 KCTD3 TOR1B SMC2 DAB2IP SLC2A8 PSMB7 ARPC5L TLN1 GRHPR TFAP2A LRRC1 CREBZF MRPL15 DCUN1D5 YAP1 SLTM KNL1 TMEM62 PAK6 ZNF280D RABGGTB RAB1A ACTR2 DUSP5 ATIC ASNSD1 ITGAV APH1B PARP16 HERC6 AP1AR HNRNPD BMP2K SCARB2 TMEM117 DUSP6 TMBIM6 TMX1 SLC38A6 DNAJA4 PIF1 ULK3 SCAMP2 FANCI ABHD2 RUSF1 MAP1LC3B RHOT2 GALNS NCOR1 PRELID3A RMC1 PELP1 ARHGDIA TMC6 PNMT TXNL4A DUS3L NOSIP PLK4 TINAGL1 STRIP1 TMCO1 USP21 PRCC HDGF UBAP2L C1orf43 HCN3 ACP1 SNAP47 ARF1 CDC42BPA PYCR2 SNRNP200 RALB RETREG2 CTDSP1 RPL32 PTPRG LIMD1 ABHD10 MANF EAF2 ENOPH1 KLHL8 SPATA5 MYO10 RASA1 FBXO38 BOD1 RPL7L1 RNF217 SLC18B1 C7orf50 SSC4D CCT6A PSPH SLC12A9 TRIM4 TACC1 NDUFB9 TATDN1 NAPRT AK3 NFIB IDNK REXO4 DNAJB12 EIF3M SESN3 KLHL35 RPS3 MTA2 FADS1 TRPT1 NUDT22 HIRIP3 TMEM219 KIAA1328 DIXDC1 PTS TMEM18 NUBPL EPS8 ACSL1 GUF1 DST PSTPIP2 POC5 PANK1 HNRNPDL TXNDC11 ACOXL RANBP2 NMRAL1 TMEM251 CFDP1 IMPACT LRRK1 SH3RF1 VOPP1 FBXL18 AZIN1 GTF3C6 DBI LARP1 PXYLP1 PCDH1 NSMCE2 BRPF1 FCHO2 SYN2 AFAP1L1 DYRK1A TMEM268 SPPL3 RER1 GRHL3 FANCC MITD1 TAGLN2 DUSP23 USF1 ARHGAP27 GPBP1L1 TMEM69 FAM131B ZYX KALRN PKNOX1 LSS DIP2A C9orf116 NEK8 CHTOP PPP1R35 CPSF4 LRRC14 NAPEPLD PSMC2 PCYT1A U2AF1L4 LRRC56 RACGAP1 RAVER1 SPC24 CCDC78 TEDC2 CCNF TTC9C RBBP4 TMCO4 FAAP20 TM2D1 AGL FLVCR1 H3-3A SMARCAD1 CRYBA2 AZI2 STT3B CHCHD4 SUCLG1 NEPRO CFAP20DC CRELD1 MTHFD2L WDR43 ZDHHC3 SNIP1 IFT122 BAP1 ARHGEF3 PGRMC2 SPRY1 APEH RNF123 TEX264 HMGB2 ICE1 PRMT9 ADGRV1 ARSK NSA2 GFM2 CITED2 TMEM200A KIAA0895 GALNT10 RPS14 COG5 CAMLG STEAP1 HNF4G TMUB1 YWHAZ WASHC5 MYORG CCDC171 ZNF367 VCP SLC16A9 KLHDC2 NEMF VDAC2 PMPCA ENTR1 DDX21 NDRG2 METTL3 CACNB2 ABTB2 TRMT61A SENP8 CUL5 TAF10 SERPINB8 WEE1 MCM7 ZNF3 CIAO2B AP1G1 TMEM170A CLPX YWHAB DIS3L CDK12 ACAA2 PPP2R3B ZNF668 ZNF646 TPM4 TRAPPC9 MFSD3 RILP ATP5PD E4F1 VPS37C SLC3A2 FADD LTBP3 IRF2BP2 COA6 BMI1 PDHB MPLKIP ARF4 SEPTIN2 ATG4B TMEM223 LRATD2 DNAJC21 ADAL JMJD7-PLA2G4B ATP5ME SLC25A6 SH3TC2 NMD3 MRPL1 SLC33A1 INO80E NFU1 BUB1 DCXR LIMS1 TM4SF1 ZNF768 PUSL1 CNTROB TRAPPC1 ADPRM USP47 GLB1 SMAD1 KRT8 PYM1 PFKFB3 NUDCD2 HSPA4 NUDT6 TPT1-AS1 NETO2 PGAM1 MRPL36 ZNF581 GPHN CAMTA1 WDR87 RRM2 MRM3 LAMB2 MOB3A GNB2 BANP SMPDL3A WASHC2C TMEM134 MUS81 CFL1 SSH3 CES2 ZNF621 OXSR1 KAT5 HECTD4 TRMT112 COMMD1 MFSD4B IQCB1 TNKS DAG1 AGR3 TNFRSF10D MST1 CEP83 UBXN2A CCS SLC16A13 EXO1 ANGEL2 SH3PXD2B HRAS CEP135 DHX36 KLC2 CTBP2 DCTN2 DOLK CHRNA7 EIF3F LIPT2 PAAF1 SUGCT TOMM5 ZDHHC21 TPRN DLEU1 ZBTB8OS KCMF1 PRR15 USF3 RMDN1 C15orf56 THAP4 MTHFR CCDC71 ZFAS1 THAP5 CRACR2B POLR2L YIPF7 TSSK6 OPLAH TMEM52 TAF7 EIF3K FARSA ALOXE3 RAD23A GATA2 ELMOD2 ALOX12B EIF3J-DT GCC1 PCBP1-AS1 R3HDM2 PUF60 ZNF48 FAHD1 RCC1 ZNRF2 FGD6 SKIDA1 CAPS2 SCRIB KCTD2 TRAPPC5 SLC26A11 MRPS23 SLC35C1 CLDN7 ARL6IP4 BACE2 CCDC87 CEP63 HMGN4 BEGAIN DAZAP2 SH2D7 PSMG1 TRMT12 TBK1 LIN9 PLA2G6 WDR27 TXNRD2 SOCS3 CDCA2 EIF4ENIF1 ZFP90 NOC4L DDX51 PPIL6 MRPL30 FAAP100 LMNTD2 NR2F2 MRPL40 ATP6V0C LAMP1 BICD2 NDUFA13 ANKRD37 RPS23 BTN3A2 INSIG1 UBE2H KATNA1 ARAP1 HYAL3 TRABD2A PTMA ISG15 FANCA SECISBP2 ZNF70 PMS2CL TMPPE LAMTOR4 TUBB4B PLA2G2A H2AX NBR1 CLN3 PARVB UROS FAM221A RBM34 ARID2 CLDN4 C15orf61 NEMP2 HMGB1 SH2D5 TUBB SUPT3H GARS1-DT FUT4 INCA1 XRCC6 ZNF775 IPO4 SULT1A1 ANAPC7 NACA TECPR2 AMZ2 DAPK1 MAML3 H2BU1 ANXA4 ZNF138 H3C12 MIRLET7BHG CYSRT1 ENTPD4 C6orf141 ZNF165 BLM IRF1-AS1 RAB40C CDC42SE1 KLHDC1 OCLN MPZL1 GRK6 ZNF770 MAN1A2 RPL23A WWP2 FLVCR1-DT CTNND1 TTC37 SLC5A3 LRIG2 RUSC2 PRC1 NAGA RNU5A-1 RN7SKP193 RNU6-7 VTRNA1-2 RNU6-728P RNU5E-6P CARNMT1-AS1 PDCD4-AS1 EFCAB2 ADAMTSL4-AS1 SNHG5 TBC1D8 IGFL4 PSENEN CHKB-DT HMGN1 ITSN1 CRYZL1 C5orf51 ZCWPW2 METTL6 THUMPD3-AS1 SNORA24B SNORD15A SNORA7A MIR153-1 MIR584 TSN DNLZ LTC4S MXD3 TMX2 NDUFS3 AC019080.1 REPIN1 TSPAN4 TTC41P C19orf38 BBIP1 STARD10 EML6 HNRNPUL2 RAD51AP2 LINC01588 NEURL4 DDX3X MCM3AP-AS1 TMEM167B AC009403.1 PPP3R1 AP4M1 SLC12A8 RNU2-2P VPS52 LAPTM4A-DT LINC01342 CCNT2-AS1 AC005076.1 HCG14 DNAJC27-AS1 PELATON LINC02586 CATIP-AS1 LINC00475 LINC01703 TRAM2-AS1 SATB2-AS1 HAR1A LINC00974 LINC00511 WDR11-AS1 AC079145.1 CDPF1P1 FAM174C AL158070.1 CCT6P1 LINC02038 MIR194-2HG ZNF688 LINC02028 TPI1P2 COL6A4P1 KLHL7-DT ANKRD63 HAR1B SGO1-AS1 RPS18 COA6-AS1 LINC-PINT DARS1-AS1 GRHL3-AS1 LINC00112 MHENCR LINC01719 AC108047.1 LINC01952 SEC61G-DT HNRNPUL2-BSCL2 MCF2L-AS1 RPS29P16 OLMALINC AL445231.1 TMEM147-AS1 LINC00479 RNF217-AS1 MKLN1-AS DNAJC9-AS1 RPL23AP95 LINC01852 CAMTA1-DT FAM21FP LRIG2-DT SNORD42B RNU7-27P SNORD13 TXNDC5 STPG4 NME1 AC078785.1 PPP1R35-AS1 COX19 TM4SF1-AS1 ISY1 AC141424.1 ARPC1A SNHG3 FLNC-AS1 NAA80 JMJD7 MRPS6 PPIEL AC091153.3 LINC02453 A2M-AS1 NEAT1 AP000787.1 AC083805.1 RAD51-AS1 PRR7-AS1 AC096746.1 UBE2D3-AS1 PICART1 AC011346.1 GPRC5D-AS1 MARS2 AP001922.1 LY75-CD302 ZNF436-AS1 CASC11 SRD5A3-AS1 PVT1 SH3TC2-DT CHCHD10 ATP6V1E2 SNHG21 GGCTP1 HOXA10-AS HOXA10 TMEM200B MAILR GRPEL2-AS1 LNCOC1 NDST1-AS1 AP003068.2 ANKHD1-EIF4EBP3 STX17-AS1 AP006621.3 AGAP2-AS1 MTRNR2L8 PXN-AS1 CTSO ODC1-DT FNBP1P1 LINC02320 ARHGAP5-AS1 LINC01269 AC027237.3 LINC02352 AC015712.2 IQCH-AS1 AC090607.3 CRTC3-AS1 AC072061.1 AC106820.2 NORAD MIR762HG LINC02846 ITFG1-AS1 AC011773.4 AC109347.1 AC106820.5 AC138304.1 AC103706.1 ISY1-RAB43 AC005670.1 CORO7 MIR4665 MIR3197 SEPTIN9-DT LINC00909 DCXR-DT MIR3613 MIR3190 AP002478.1 MIR4512 AC005775.1 AC011444.1 FAM156A RPARP-AS1 TSNAX-DISC1 LPP-AS2 AL031055.1 AC026979.2 AC008972.2 ARF4-AS1 BTF3-DT H3-3A-DT PPP4R3B-DT HNRNPD-DT INSIG1-DT MIR6853 RN7SL2 PPP4R3B SYNRG MIR5787 H2BC9 FRG1HP H3C7 CISD3 MYO19 GGNBP2 RN7SL3 CEP83-DT CCDC163 SH3PXD2A-AS1 ARRDC3-AS1 RASSF1-AS1 SEPSECS-AS1 LMX1B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LMX1B_TARGET_GENES SPRTN AGPS SPDL1 SRI CLPTM1 HMGCR RAD1 EXOC8 ATP10B TNFSF9 ARHGAP32 GARNL3 HMG20A HIKESHI CETN3 SH3RF2 ENC1 MLLT3 PEAK1 NPAS4 MIR7-3HG C5orf52 RNU5A-1 MIR7-3 GAPDHP25 RPS29 RNA5SP60 LINC00431 GPRC5D-AS1 MALAT1 ZNF354A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF354A_TARGET_GENES RAI14 CNN2 GGA2 S100PBP NAPSB CWC15 ZNF146 SLC33A1 TMEM192 ZNF565 MTCO3P12 RNU6-1243P TERF1P6 VN2R3P RPL22P17 BMS1P4-AGAP5 BMS1P4 GLUD1P3 ADI1P3 POLD1 DLL3 KDM3A DCLK1 USP44 ETFBKMT C17orf64 ZNF780A NBPF1 AL669831.3 DUSP8P5 MTND5P11 ZNF623_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF623_TARGET_GENES CRY1 SFSWAP ISOC2 NGEF SREBF1 ANO8 SNRPA ABCB1 DNM1L MCOLN1 UNC13D TGFB2 PMM1 PLA2G15 TLE5 ADAP1 LIPA TRIM37 RNF167 DRG2 COL1A1 ARMC8 NDUFS7 CACYBP PHTF1 CCNI WDR55 GTPBP3 USP30 MTO1 ITGA7 BLOC1S1 STX6 TTC5 GIT2 CCDC65 UTP4 CCDC40 TMC6 SLC39A3 NFIC ITGB3BP MTF2 UBXN4 CPLX2 ABCB9 MRPL39 BRPF1 H4C8 PAXBP1 TONSL ITGA5 SNRNP25 C1orf87 ORC5 ALDH7A1 METTL3 RBPJ ZCCHC4 CRADD LUZP1 NRTN RPL38 MED16 GBA FLII DMAP1 RNF227 S1PR5 SF3A3 H1-10 BRWD1 FAM86MP ZSCAN30 ZNF548 SPATS2L ZNF675 RPS26 ZNF790 TEX45 RNU6-386P EFCAB7 C21orf62-AS1 NEURL4 CCNL2 LINC02557 ANKRD18DP LINC01132 RPL32P27 KRT18P45 BRWD1-AS2 ITFG2-AS1 KMT2B DCP1A H4C5 ZBED4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBED4_TARGET_GENES VPS50 NDUFAB1 CALCOCO1 NOP16 FAM114A2 NDC1 GPBP1 EIF4B INTS13 PIGB RAB27A PSEN1 DIMT1 IPO11 SNAP23 MFSD11 DHPS DCAF11 UQCC1 GSPT1 AAGAB IQCH TMEM87A KXD1 ABHD11 BUD31 PHF14 TSPAN13 POLD2 PNPO EFTUD2 KCTD10 SLC11A2 CDCA3 USP5 C2CD5 FGFR1OP2 HARS2 BRD8 KIF20A NUP155 PPP2CA STAM2 PCGF1 SF3B1 MORN1 CEP104 MFN2 IRF6 DHDDS KPTN IDE CAAP1 CYSTM1 WDR55 FAM53C TBC1D15 ATG101 H2BC11 CANX TTBK2 MBD4 HEATR5A C1orf159 SNRPA1 SEC61G DCAF8 NASP LPIN3 ELP3 CCNH EMP1 DNAJC14 MDM2 USP37 COG3 NUP42 STXBP1 IER3 RPLP1 SHROOM3 TMEM19 POLG ZNF687 PI4KB CNOT9 STK11IP ATM TEX9 CENPJ RPP38 RBM45 SFXN2 BAG4 VPS26C ETS2 RER1 PSMC2 SPC24 PARS2 TM2D1 CGGBP1 IFT122 SHISA5 CMBL GDF9 UQCRQ BRI3 CLDN3 PIGO MCM7 MARS1 CCDC103 DFFB NANP PWWP2A HARS1 TRMT61B NABP1 CHD2 SLC16A13 C12orf76 CENPS LSM1 ZBTB8OS FAM220A FAM219B C3orf38 GLIPR1L2 RNF135 MRPS16 RPS17 SMDT1 NDUFA12 BRF1 NELFA RPS19BP1 S100A16 NIF3L1 NACA ZKSCAN5 SPRED2 DDX39B OXLD1 STK19 DXO DDR1 PDE7A TECPR1 DNAJC19 ZNF337-AS1 GANC FAM187A HOMEZ PIGBOS1 GTF2IRD1P1 MMADHC-DT ITGA6-AS1 SP2-AS1 SEC61G-DT MKLN1-AS RBM14 PPIL3 SOX2-OT ZNF709 RBM14-RBM4 AC124068.2 NAPA-AS1 TERC LINC01023 C2orf15 PHF2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PHF2_TARGET_GENES LASP1 CFLAR RBM6 DVL2 CIAPIN1 GCFC2 RHBDD2 MARK4 KIAA0100 LUC7L PIGQ CDKL5 ADAM22 SPAG9 RPS20 CD9 PHF7 ABHD5 MBTD1 TMEM159 EXTL3 TACC3 UFL1 CAPN1 MDH1 YAF2 MATR3 RALBP1 WWTR1 ZFP64 RNF10 GCLM VIM PRKCH BRD9 ARNTL2 NUP160 FAM13B PNPLA6 ASTE1 RNF19A RPL26L1 HOXC8 RAI14 SPDL1 STAU2 PHF23 PSMA4 SPATA7 MED17 GEMIN8 TSPAN17 RCN1 NEDD4L SLC4A8 HOMER3 PIK3CB MSMO1 AKR7A2 RELT USP36 KMT2C ZFR PKP2 PPP1R12A TBXAS1 GNA15 QSER1 VMP1 TM7SF3 OAT DGKA MAP2K4 GSTO2 FAM107B DIP2B SMARCD1 NFYC ZMYND12 TRAM1 TNFRSF1A PKM DHX29 DHX8 PDK3 MEF2A IFT80 ATP1B3 NEDD4 MAPK6 NUCB2 POLB AP3M2 PABPC1 TRIP13 ATP6AP1 FAM3A PDCD2 ACTN1 ALDH3A2 NFATC3 ACADVL TMEM38A SMARCE1 KDM5A FERMT2 PICALM MGLL ENO1 ACAT1 ZNF638 FRYL RAB7A REXO2 TPD52 TRAF4 DGKD TM9SF3 USP33 JADE1 FGFR1 MCCC1 FAP MLLT10 FDFT1 KIF22 CARMIL1 DNM2 KEAP1 SMARCA2 PSEN1 CLDND1 HSP90AA1 CXCL2 DELE1 BZW1 RNF13 TNPO1 ZNF264 GSTP1 WDR47 CPNE3 MGST2 SEPHS1 RBM22 MTMR2 TRIP6 NLK PSMC5 NID2 SF3B2 GNAS DNM1L AURKA PTPN4 ARHGAP28 FKBP1A RPL6 SLC8B1 ZNF302 CDIP1 MLF2 LTBP4 SLC9A1 MRPS33 NUDC SPG21 TNRC6A OSBPL8 TXNL1 IL5RA FH HAUS4 G2E3 MYL6 MFSD11 COMT LRRFIP2 SUCO EPB41L4B PTGS1 WAC HIVEP1 SIRT1 IFT74 ERMP1 RAB18 NRP1 OCEL1 PSMD8 HNRNPM POLR2E RASSF7 GADD45B RANBP1 MAPK1 SLC25A1 EIF3L MICALL1 DDX17 TOMM22 JOSD1 GTPBP1 SBF1 SUN2 MCAT TSPO PDGFB RBFOX2 PNPLA3 EP300 RANGAP1 PHF5A TRMU CERK KHNYN SDR39U1 PRMT5 PYGL CGRRF1 PIGH AHSA1 RIN3 PPM1A SRSF5 DICER1 PPP4R3A PSMB5 YY1 NFKBIA TM9SF1 SEC23A ABHD12 ADNP DNAJC5 CTSZ PSMA7 RNF24 TRIB3 HM13 SEC23B PLCB4 MROH8 NOP56 AHCY APMAP USP14 VAPA ANKRD12 STAG2 NAA10 EMD TAZ UBL4A FNDC3A MRPS31 KPNA3 KATNAL1 INTS6 TSC22D1 CLN5 MGRN1 PHKB LYRM1 ZNF821 CYB5B VAC14 SLC7A6OS ZNF174 IQCH HERC1 CD276 GABPB1 BLOC1S6 SGK3 BRF2 ZFAND1 CA2 NBN IKBKB ESRP1 NDRG1 SNX16 GSDMD GFUS EEF1D INTS10 SLC39A14 R3HCC1 TNFRSF10A BNIP3L NUCB1 DHDH ERCC2 OAZ1 STX10 TLE5 C19orf53 VRK3 AKAP8 RPS16 RPS19 PLEKHA4 RPL18A SUGP1 ZNF85 DNAJC2 NAMPT CAV1 RNF32 LMBR1 ABHD11 NOD1 GARS1 COA1 URGCP TBL2 LIMK1 TBC1D13 ABHD17B ZFAND5 PHYH ATE1 VSIR MAP3K8 UBE2S PPIF TRIM37 KPNB1 CAMTA2 BLMH MED31 AKAP10 B9D1 PEX12 LUC7L3 SMURF2 YWHAE MMD RANGRF WSB1 TMEM33 AREG INPP4B GRPEL1 AADAT STIM2 GLRB ANAPC15 EIF4G2 GALNT18 NECTIN1 ACCS C11orf58 CHKA P3H3 ATP5F1B TNS2 GPN3 NAA25 OGFOD2 SPRING1 MRPL51 GAPDH CHPT1 TPI1 PRKAB1 HCFC2 C2CD5 COL12A1 RNGTT SRSF3 PTP4A1 PERP TFEB CCND3 BICRAL PTK7 SLC29A1 HMGCS1 FAF2 CNOT6 SUB1 GNPDA1 SKP1 SMAD5 CSNK1A1 ZNF346 TIMMDC1 AMOTL2 KPNA1 PCCB ARMC8 KAT2B ECT2 GNB4 UMPS SLC41A3 SCAP PLSCR4 HEMK1 GORASP1 SSR3 SPCS1 KANSL3 NCL SLC35F5 ACTR3 EPB41L5 GTF3C2 NDUFS7 PCGF1 POLE4 STAT1 ELMOD3 CCT4 EHBP1 COQ10B NOL10 GORASP2 CEBPZ DCAF17 SRSF7 TIA1 PCYOX1 PARD3B PARK7 S100PBP RNF19B DOCK7 WLS RO60 PLEKHM2 TMEM9 GNPAT RAB29 SLC2A1 ATP6V0B TMED5 ABCD3 DPH5 RCOR3 MTFR1L NSL1 PPP1R8 OSBPL9 ESYT2 RCN2 RPS25 DDX59 NRP2 UBE3D PHF3 TNFAIP3 PKD2 CCNI GTF3C3 ITGB1BP1 CPSF3 C1orf198 PTPA IFI27L2 DNAL1 LTBP2 YIPF4 CUTC PYROXD2 WDR11 KANSL1 CAAP1 PCMT1 WDR55 NUDCD1 CCDC77 EXOSC8 ARL1 SORBS3 ZNF706 LYPLA1 COIL RNF2 NAA50 KHDRBS1 TMEM39B TNFSF10 GPSM2 POLK MTERF4 KIAA1191 SLC66A2 HERPUD2 TWIST1 RBM19 BHLHE41 ITPR2 SPATS2 SMUG1 USP45 FAM199X SLC36A1 RAP2C EXOSC9 MXD4 SLC12A4 FAM210B PARD6B PLCG1 NQO2 RPS10 LRRFIP1 EMC3 IRF1 PTGER2 MBOAT7 POLR1B RPL23 GPR108 SNRPD2 EML2 RBCK1 RRBP1 ERGIC3 CAPNS1 FRMD8 IRF3 PRMT1 NSRP1 EMG1 PLEKHG3 RHOT1 HIVEP3 COX7C TRAF2 RAB3IP PTPRB FBXL12 SLC35E1 TICAM1 TUBA4A RNF6 PTPN12 GNAI1 CASD1 KRT17 EMC4 KLHDC10 MYO1B PSMG2 ARHGAP22 CHAC1 CLN6 COPB1 PSMA1 PALLD DCTD PHF20L1 AJUBA HEATR5A SNX6 REEP5 SEC14L1 MAU2 SAT1 ELOF1 NECTIN2 NSUN5 LSM7 AFDN ATG4D MAP3K10 CCDC62 ZNF426 SLC6A8 UBE4B UBA1 RBM39 CAP1 SH3BP5 RFTN1 KIF3A RPL27 UBE2D2 STARD3 PEX11B ZNF304 GCH1 RFX1 DHX30 MYBBP1A H3-3B PCBD2 TERF2 RAB25 RBM38 DMGDH DCTN4 ZMYM5 PEMT ZNF767P C12orf29 TMEM254 IMPA1 AMPD3 RRAS2 NUMB EIF2S1 CTIF CDK7 BHLHE40 EDEM1 MEIS2 IAH1 LDHA IL6ST KCTD1 STK26 YARS1 TPGS2 STT3A ETS1 NREP CCNJL FBXO21 TMEM243 KHDC1 NT5E PRR5L PHF21A TROAP HNRNPA1 CD164 NHSL1 RAB11FIP5 MDM2 KLHL36 SERPINE2 COX5B TGFBRAP1 EPC2 PWP1 VPS36 RNASEH2B COG3 KDELR2 NUP42 TBRG4 DDX56 TTYH3 BIN1 IMP4 YME1L1 CDK9 TOR1B KLF4 NIBAN2 STXBP1 SLC2A8 FPGS PSMB7 CTSV DSCC1 DERL1 POLR1E PLAA APTX KIF13A TMEM14B HMGA1 RAB30 TGS1 SORL1 DCUN1D5 RDX CTDSPL2 RPLP1 TMEM62 BCAR3 HADHB ASCC1 ATIC PPIG OLA1 ITPRID2 SPPL2A PARP16 COPS4 HNRNPD FGF5 NUP54 INTS12 FBN2 KIF21A ETFBKMT ETNK1 PEX5 LRIG3 DUSP6 SLC15A4 GALNT6 TMBIM6 ANKRD52 RBM26 CUL4A ESR2 EFCAB11 SLC12A6 ZSCAN29 SRP14 TPM1 POLG TGFB1I1 RUSF1 CDR2 DHX38 NLRC5 RPS2 GALNS NCOR1 NOB1 PRPSAP2 C17orf80 VPS53 SSH2 G6PC3 PELP1 CSNK1D NARF TRIM65 MBD1 ERBB2 GRB7 SH3GL1 DUS3L APP AKT1 RERE RPL11 KIAA0319L LMO4 CTTNBP2NL MPC2 DCAF6 TMCO1 SDHC HDGF DYRK3 UBAP2L C1orf131 FBXO28 ARF1 GUK1 CDC42BPA PSEN2 PYCR2 HNRNPLL SNRPG SFXN5 DUSP11 RALB POLR2D DLX1 POMGNT2 ACKR2 STAC LIMD1 TRPC1 TMEM44 RUBCN MANF DGKQ FIP1L1 LYAR SNCA CAMK2D SETD7 PDGFC PLK2 PIK3R1 SLC30A5 RNF145 TBC1D7 IRAK1BP1 AIG1 ZMYM4 IGFBP3 SSC4D PSPH MEPCE AGBL3 LUC7L2 KDM6A RPL10 HMBOX1 TACC1 PLPP5 POLR2K NAPRT UHRF2 SURF1 SURF6 GTF3C5 NTMT1 CIZ1 SH3GLB2 MIGA2 PAXX ZEB1 MKI67 ADM EIF3M TENM4 RPS3 TTC12 HYOU1 KAT14 MTA2 TMEM138 FAU TAOK2 SAP18 KIAA1328 SPATA4 DLAT CRIM1 UBC OXSM PLBD2 TWF1 TEX30 FAM177A1 NUBPL SCLT1 FRMD4A PARP8 DST PDK1 ATG10 USP12 CAMK4 TRIM36 TMEM123 MBNL1 NADK2 PTPRK GGPS1 MARVELD2 RAD17 CAST RANBP2 NR4A2 RBMS1 ASAP1 C16orf74 ROBO3 PITPNC1 PRKCA CCSAP C21orf91 ANKRD40 AZIN1 GTF3C6 AGPAT5 MARVELD1 DBI OXA1L LARP1 C9orf85 TMBIM4 VPS37A CCT8 BACH1 UBE2L6 ZDHHC5 VPS8 EIF4A2 BRPF1 RPUSD3 SMG1 DDX19B FCSK AASDH RNF111 FAM81A APPL1 TSC22D3 VPS26C LCA5L TNFRSF14 C12orf43 RER1 ABHD3 CDC25C TMSB15B DNAH3 ZFAND2B RNF166 NIT1 PINK1 B4GALT3 RAPGEF6 CFAP298 GART CSRP1 ATP5MC1 UBE2Z SNF8 ADPGK HK2 PDXK PCNT CLDND2 ZER1 TAOK1 SIK3 IL6R CRTC2 ANO10 CCDC12 ZNF394 CPSF4 SQSTM1 RPL8 MAML1 LRWD1 NAPEPLD PCYT1A ACOX1 PRPSAP1 TMEM143 EIF4A1 JMJD8 ADCY9 NEU3 NXF1 SYVN1 RPS6KA4 COA7 AK4 CADM3 ZNF496 PPP1R21 B3GALNT2 KIAA1841 MEMO1 STPG2 RPRD2 PAQR3 NIPAL1 ANTXR2 YY1AP1 NAXE RNF25 AZI2 CLASP2 PRICKLE2 PPM1K TIPARP ABHD6 CFAP20DC PCOLCE2 TTC14 KIF15 TPRA1 POLR2H RFC4 GNL3 PBRM1 ARHGEF3 PIGX EXO5 METAP1 CCDC51 APEH MAD2L1 NAA15 CCDC112 ANKRD33B CMBL WDR41 ANKRA2 NSA2 GFM2 CITED2 BMT2 RELL2 MIOS RAD21 SUN1 CDK5 TMUB1 ALDH7A1 OSR2 YWHAZ DCAF13 PDP1 CCDC171 SYK GAPVD1 CARD19 CFL2 MICU2 ENTR1 HPRT1 BORCS5 CASP7 TRUB1 PACSIN3 TAF1D NDUFB8 ZFYVE19 ZNF319 ALKBH3 CCT2 TAF10 USP54 IFTAP SERPINB8 AKIP1 ZNF143 MAPK7 RIMKLB TK2 NDEL1 B2M ATP23 MAPRE2 MARS1 MBD6 PDIA3 TRUB2 COQ4 FBXO22 POP5 STIM1 ZNF23 TPM4 PROCA1 RPL13 CACNB3 TUBA1A CDC42EP5 SPINT2 NXN SRR C19orf48 OTUB1 SRP68 TMEM68 TTC21A SCARA3 PAFAH1B2 ANKS3 IRF2BP2 PXK SEPTIN2 TAP1 STIP1 REEP4 ING2 NPNT TET2 SNTB2 IL12A ZNF507 FEM1B HNRNPH1 NSMCE1 LMAN2 NMD3 CRADD ZEB2 HINT1 PCDH7 SYAP1 ZNF764 PUSL1 IFFO2 NIPA1 UBE2E1 CHRNB1 GLB1 ELP5 FOS DENND5B PYM1 ARL6IP1 SMAGP ACYP2 LSM3 NDUFA3 NUDT6 PRKCE C9orf16 CDC42BPG ESCO2 RSL1D1 CLSTN1 RGS19 TCEA2 GPHN MRM3 PPIH QARS1 MALT1 POP7 AFF1 FIBP MRPL52 ZMAT3 CORO1B CFL1 TMCC1 DCP2 SSH3 CES2 DMXL1 ANKRD13D FAM222B TRMT112 KDM2A ESRRA GPR137 PPP1R14B SMARCC1 CEP83 HEG1 CNP PLK3 RBM4B MARCHF3 CTU2 PITPNA ZNF266 SH3PXD2B RIN1 YIF1A MICOS13 DHX36 GK5 PARL BANF1 MRPL48 P2RY2 LINC00476 TOMM5 CTDNEP1 TCP11L1 SPHK1 RMDN1 THAP4 DPP7 TOP3A FLII AP3S1 GRB2 UBE2N BET1L RIC8A BOLA1 NDUFV2 DALRD3 PARD6G WDR6 TMEM11 FAM220A FAM219B EFCAB13 HYI SELENOW SNX18 DPM3 ZNF664 CDH4 PTPN11 GEMIN4 CDC42EP4 PCBP1-AS1 RNF227 DCTPP1 ZNF771 MIGA1 MB21D2 SMG1P3 GPR157 WDFY3-AS2 POLR2A DDX60L ZNF875 DIPK2A IST1 ERCC6L2 CREB3L2 ARL6IP4 FBXL6 KBTBD3 TRAPPC6B FAM104B MFSD5 GJC1 ZNF320 SLC25A21 GDPGP1 PSMG1 TBK1 TBL3 PTP4A2 PPP1R2 PCDH9 ACOT1 WDR27 TXNRD2 XPOT UBE2G2 PRR16 TMED9 BTBD6 BRF1 NELFA FLRT2 RPS27L LRRC37B ZNF74 UBALD2 CDK10 SH3BGR PARPBP PCGF3 EP400P1 WDR53 AIDA CDIN1 CYP2R1 ANKRD46 POLR3C POLR1D KDM4D RPS23 SEPTIN10 NF2 UBE2H HYAL3 TEAD1 RNF220 SIRT7 NHEJ1 PLSCR3 EIF4EBP1 COL4A5 TMPPE LAMTOR4 CIBAR1 C19orf54 DUSP28 RALGAPA2 CLN3 UROS RBM34 KCTD21 JPT1 NEMP2 BLOC1S2 ZNF699 FAT4 FAM217B GARS1-DT WDR5 LONP1 ZNF140 XRCC6 NACA ZNF782 ZNF846 PDXDC2P-NPIPB14P ADA ANKRD36B SRGAP1 AP2A1 GMFB NOL4L SERPINA1 SLC22A5 RPF2 CPLANE1 ZNF615 SPTAN1 C14orf178 S100A10 RPL37A EME2 H4-16 SPG7 SNHG12 GRK6 SVIP ZNF568 GPN1 TLK1 ECI2 CTR9 CNOT7 FOXJ3 OPA1 L3MBTL3 KIFBP SNORA21 RNA5SP283 LINC00449 EFCAB2 C1orf53 SNHG5 LINC00963 RUFY2 NBDY AGPAT1 HSPA1L LSM2 ABHD16A CSNK2B GPANK1 ZNF805 PPP1R11 DCTN1 E2F4 SNX2 TECPR1 HMGN1 DNAJC19 VGLL3 MIR615 MIR141 MIR638 EWSAT1 ZNF580 DENND1B SCAF8 TRIM59 VDAC1 MDP1 CSNK1E GALT GANC SMIM7 TSPAN4 ARL16 KANSL1-AS1 STARD10 B3GNT10 MIR17HG CCDC7 PAM16 PPP3CB-AS1 FADS3 RNA5SP21 OSER1-DT MSL3P1 PRKAR2A-AS1 MRPS9-AS2 NDUFAF8 SBDSP1 NOL7 BAZ2B PLCG1-AS1 ZNF451-AS1 ATE1-AS1 LINC00511 HCG4B LINC02832 SLC2A1-AS1 LYPLAL1-DT AC064807.1 ZFAND2A-DT TMEM254-AS1 C9orf147 BZW1-AS1 PSMG3-AS1 USP12-AS2 KLF3-AS1 EMBP1 TMEM44-AS1 IPO9-AS1 DARS1-AS1 IDH1-AS1 TAPBP RAP2C-AS1 LINC01431 DHCR24-DT HOTAIRM1 H2BC15 RPS28 EIF2AK3-DT GAS5 SSR4P1 SMIM27 FBXO30-DT ZBED5 TRHDE-AS1 CDYL-AS1 UBE2L5 LINC01852 SMG1P1 TTN-AS1 CAMTA1-DT DYRK3-AS1 LINC00674 DGUOK-AS1 PRKCQ-AS1 RBM14 PARGP1 ACAD11 RPL36A FABP5P3 PEG10 MRPL33 NAA80 WDR92 CFAP57 TUBA4B MRPS6 GABPB1-AS1 AC105285.1 DDX11-AS1 DRAIC LINC01184 AC107959.2 PRR7-AS1 EXTL3-AS1 H2AJ DPH6-DT SMURF2P1 OXCT1-AS1 HHIP-AS1 ZNF286B AL139353.2 CXXC5-AS1 SCARNA17 AP003068.2 TMEM9B-AS1 LGR4-AS1 PDXDC2P EID1 NOX5 POLR2M ZNF252P-AS1 SNHG1 FAM133GP CNPY2 C17orf49 AL132780.2 AC007610.1 AC098818.2 LINC00662 AC133552.2 THCAT158 SUZ12P1 MIR4449 MIR3613 MIR3181 AC114689.3 CFAP298-TCP10L RPL17 AC018413.1 DSCAS CBX3P2 AP005205.2 LIN37 TRABD2B EGLN2 AL355297.3 SNORD58B AC008972.2 NUP153-AS1 H3-3A-DT TIMMDC1-DT STAG3L5P-PVRIG2P-PILRB CWC25 SNORA78 MIR6790 SOCS7 SNORD50B TADA2A CEBPB-AS1 SNORA61 ACACA AL845472.1 LINC01126 ZC3H11A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZC3H11A_TARGET_GENES DHX33 SPATA20 AGK MARK4 JARID2 CDK11A RPS20 NME1-NME2 RNF216 SEMA3B MBTPS2 CLK1 ZC3H3 GLT8D1 AQR NR1H3 B4GALT7 PEX3 EDC4 NOP16 VPS13D RFC2 PARP12 PTPRU TNPO3 BORCS8-MEF2B RFXANK ZNF76 PDE4A RRP15 DHX8 SIRT2 ELP1 DGCR2 CDC42 CPSF1 MRPS34 VPS9D1 FSCN1 MKRN2 KLHL20 SENP1 KIF22 DDX1 RIF1 AP4E1 RSBN1 PCNP EXD2 JMJD4 GEMIN5 ZMPSTE24 ACOX3 DDX18 ANAPC5 TMEM230 GOLGA3 ZC3HC1 TMEM101 MFSD11 RAB18 HSD3B7 MKNK2 MED15 SNAP29 CRKL PPIL2 PPM1F TOP3B HIRA RSPH14 MCAT MCM5 TXN2 ST13 TRMU PMM1 TIMM9 KIAA0586 TRPC4AP ABHD12 NKAP MRPS31 TRADD NFAT5 USB1 PLA2G15 HCFC1R1 TAF1C ANTKMT CLUAP1 ELOB TRIP4 DTWD1 ERI1 MTMR9 R3HCC1 NFKBIB PPP1R37 CYTH2 TMEM147 DNAJC2 TTC26 SSBP1 PTCD1 RBM28 LSM5 TBC1D13 EXOSC3 TRDMT1 LIPA CUEDC2 PIGL DRG2 DDX5 C17orf75 PSMD11 UBE2D3 FRG1 TBC1D19 EIF4G2 AMBRA1 ASIC1 MLEC MVK ARPC3 DDX55 NUP107 KRR1 TDP2 SMIM8 HINT3 PPARD KCTD20 CCNC MED23 ACOT13 C6orf62 HECA CSNK1A1 HMGXB3 HEMK1 COMMD2 SPCS1 SF3B6 EIF2B4 SNX17 INO80B NDUFS7 CCDC88A NSUN4 SLC35A3 NSL1 NDUFB3 GTF3C3 ABITRAM FBXW2 ZBTB45 WDR11 KDM3B MTERF4 ZNF205 NFE2 KBTBD4 ATPAF1 LPGAT1 NCOA3 STX16 MPHOSPH10 ZNF391 MT2A PSMF1 PCID2 PRDX5 PRRG2 BECN1 NUP214 ATP13A4 WDR24 RNF6 CASD1 EMC4 VPS13C CDC16 FAM98C RSPH3 SSBP4 ADRM1 CHMP2A YIPF2 AAR2 ZNF341 CHMP1A NR1H2 PSME3 VPS25 DIAPH1 RAF1 EEFSEC TMEM128 UTP3 VPS13B IGHMBP2 USPL1 PEMT ACP2 WDR36 USP30 MTO1 CD63 REPS1 EIF4E2 ZDHHC4 HUS1 TACO1 TRA2B VPS45 TOR1B DPM2 SPAG8 ZSCAN9 CCDC90B SLC37A4 NDUFAF1 KNL1 ZNF280D INTS14 HERC3 HNRNPD NUP54 GSTCD INTS12 MAPK8IP3 RNF185 TPH2 GIT2 CCDC65 VPS37B MBNL2 CUL4A TCF12 MAN2C1 OSGIN1 NDUFB10 UTP4 C18orf21 WDR45B SLC39A3 FEM1A GEMIN7 TIMM29 FAM71E1 NOSIP CFAP74 ZNF593 ITGB3BP NUF2 RGS5 TOR1AIP1 TARS2 KCNH1 EIF2D SNAP47 FBXO28 ARF1 PARP1 CIAO1 SNRNP200 COPS7B EAF1 PYURF RPL37 OGT ZNF185 PLPBP ERLIN2 WDR31 REXO4 GTF3C5 FRA10AC1 TUT1 C11orf49 B3GAT3 EI24 CNBD2 MRPL49 VPS51 ALDOA TLCD3B NDUFC2 CDC123 TMEM267 BEND6 PFKM NADK2 SAR1B MRPL39 TRMT44 DPY19L4 GALK2 PDE6D SEC13 FZD1 PSMG3 SLC37A3 AP3S2 PANK4 MITD1 ZSCAN12 ZNF276 PINK1 CCAR2 FBXW5 GART UBE2Z THEM4 SSU72 FAM207A ZER1 SAFB CHTOP NBEAL2 CCDC12 CPSF4 VPS28 ALKBH4 LRWD1 PSMC2 PCYT1A SRSF2 EMC10 ATF3 MRPL55 HELQ MRPS18C CGGBP1 AZI2 MTHFD2L KIAA1143 KIF15 TMEM41A RNF168 NIPBL GRPEL2 TIGD6 NSA2 GFM2 INTS1 STOML2 PCF11 NUDT5 PRPF18 COMTD1 BMS1 API5 COPS2 FAM227B IFTAP ATMIN BMERB1 PCLAF MRPL16 SNRPD1 TRUB2 COQ4 FBXO22 SMG8 CACNB3 DHRS13 MRPL58 KCTD5 CTNNB1 CCDC88B COA6 MMADHC MPLKIP SLC20A2 STX18 E2F6 FEM1B MRPL1 SLC33A1 METTL15 BCRP2 FASN CNBP DUS1L ZNF768 SP7 TRIAP1 DNAJC24 DCDC1 TRMT61B SCAND1 FAM98B ZNF581 ZNF561 ATF7IP RPS7 TVP23B ZNF554 TEFM TRMT112 ABLIM3 ZBTB21 CCDC106 PIGG C12orf76 BBS1 FBXW8 DDIT3 ZNF408 BANF1 EIF1AD CLTB SART1 DRAP1 TOMM5 CCDC57 SMIM19 RTTN ACSF3 LRRC37A3 CSTF2T GBA DMAP1 PLEKHM3 EXOSC4 TUFM FBXO34 SNX18 C3orf38 PXT1 CLK3 MKRN3 SHARPIN PSTK ZNF746 TSEN54 ARL6IP4 C8orf33 NPLOC4 EXOC7 TSPAN10 ZNF721 LINC01547 SF3A3 EP400 TBL3 ADAP2 TM2D3 TXNRD2 SEPTIN5 NOC4L DGAT1 INTS5 DDX51 RAB11B ZNF74 MRPL30 MRPL40 PRAME MORF4L1 ATP6V0C TMEM222 UBE2H PDE2A MT1X EXD3 KLHL17 ZNF490 ZC3H6 CENPP NOXA1 NELFB ADAT2 PLAC9 SPATS2L PLEKHG4 TMEM63A XPNPEP3 SFTA2 IPO4 SDHAF3 METTL9 ZNF165 MRPL21 ZNF786 EME2 NOL8 SLC29A3 SDAD1 YTHDF2 CCDC69 OPA1 RNU5F-1 RNU6-386P TATDN3 EFCAB7 PHACTR4 BRD2 SNHG32 VARS1 VWA7 NFKBIL1 C12orf73 ZCWPW2 METTL6 SELENOH ZNF580 NDUFS3 B3GNT10 IFRD2 LINC01347 AC141586.1 TMEM242 CROCCP2 AL583835.2 FAM228B LL22NC03-63E9.3 MIR1205 TIGD1 MIR1538 VPS52 CSNK1A1P1 MIR548XHG PRPF38AP1 JPX CYP4A22-AS1 SBDSP1 H3P44 WDR11-AS1 LNC-LBCS WEE2-AS1 PSMG3-AS1 RPS18 COA6-AS1 LIX1L-AS1 JRK SSR4P1 JARID2-AS1 HIPK1-AS1 TMEM147-AS1 ZBED5 AC127070.1 CDKN2AIPNL GS1-124K5.4 ABCA17P RNU7-27P ATP6V1B1-AS1 NME1 FABP5P3 PI4KA BMS1P4-AGAP5 BMS1P4 MRPL20 TTC4 NEAT1 SEPTIN7P14 AC090061.1 STX18-AS1 KRT18P45 GLUD1P3 CERNA3 VPS13B-DT BORCS8 PDE2A-AS1 GATC RTEL1 AL158801.2 AL359317.2 NDUFC2-KCTD14 NORAD CENPN-AS1 LINC01898 AC073878.1 DHX33-DT ZNF213-AS1 MIR3928 OTUD7B MIR4510 RBM8A SEC22B MIR4757 ILF3-DT ZNF561-AS1 AC022098.1 ZSCAN16-AS1 AL035530.2 DCP1A NOL12 INO80B-WBP1 GTF2IP12 NR1I2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NR1I2_TARGET_GENES AK2 AP2B1 PLAUR MFAP3 FAM114A2 YBX3 DGKA TP53BP1 ASNS DPP8 SLC24A1 ZCWPW1 FAM135A CLN5 NBN DNAJC2 PDAP1 ABCC3 EFTUD2 MTCH2 ITFG2 RAD50 CYB561D2 NCBP2 SLC2A1 ESYT2 FBXL5 KANSL1 NUP214 RNF6 PAICS PPAT EIF2AK4 DLL4 CCNT1 REEP5 TRIM28 PPAN TUBG1 THUMPD3 ATP5MC2 MAPKBP1 RPLP1 INTS14 MYG1 IFNAR1 GPA33 TNFAIP8 IDNK NCAPD3 SPEF2 CXXC1 GTF3C6 NUP205 SFR1 PSMC2 RACGAP1 LARP4 HIPK1 SGO2 COX18 DDX21 CCDC103 MLST8 METTL7B ARL6IP1 ENC1 MRPL11 SLC35E3 FAM210A PUS1 POLR2A MFSD5 RPS27L SHC4 HEXIM1 ZNF250 SRGAP1 TECPR1 SELENOH RPS29 FAM187A HIPK1-AS1 FAM200B AL391832.2 NME1 LINC02029 WDR92 LINC01184 FAR1-IT1 EID1 ITFG2-AS1 ADPGK-AS1 RNU12 SNORA9 CCAT2 KDM1A KMT2E NFIX FBXO42 NFE2L3 LIMA1 RAD51 WAPL SLC12A2 RHOA SIRT2 PABPC1 SCARB1 ENO1 TMEM131 RAB7A TULP3 AGBL5 RBM22 MAPKAPK5 CRAT TMEM14A HSP90AB1 RAB18 POLDIP3 DESI1 ZC3H14 EMC9 RAB5IF GMEB2 RNMT LACTB CTSH TMEM87A EIF3J ASAH1 HBP1 H2AZ2 GARS1 BUD31 IMPDH1 MEST CHCHD3 SEC23IP STN1 TUBD1 RPS6KB1 PRDM4 FOXM1 PRR4 ACAD10 ALDH2 SLC38A1 VDR COPZ1 COPS7A CDCA3 USP5 SAYSD1 ASCC3 HMGCR IL5 UBE3A NPRL2 CHMP3 SLC25A12 PNO1 AMPD2 RAP1A DR1 USP35 PTPA ARMH3 ACAT2 DDX39A NLN USP45 PEX6 AHNAK CASD1 LSM8 INO80 CLN6 CEP85 OSBPL2 UBE2M RBM17 UBQLN1 NAT10 CKAP2 VPS45 PSMB7 C11orf1 PARP6 UACA PEX5 BNIP2 GTF2A2 ETFA MAN2C1 TPM1 RETREG3 ERVK3-1 POU2F1 TUFT1 ASXL2 SLC20A1 TCTA EIF2B5 FBXO38 SLC12A9 MEPCE EBAG9 MRRF DNAJB12 KLHL35 CPSF7 CCDC15 EIF4E EPS8 VPS26B HOMER1 ZFYVE27 EEF1A1 SLC37A3 RAPGEF6 SIM2 ADPGK CCDC107 AGPAT3 DIP2A LRRC14 RPL8 NAXE PPM1K TOPBP1 YEATS2 DAGLB BRI3 STOML2 ARIH1 ATMIN CDK12 SLC3A2 FEN1 ATP5ME SIN3A TIGD4 ALCAM MRPL36 RHNO1 C5orf34 HINFP DHCR7 MARCHF3 DDX23 ZBTB4 CSRP2 TMEM39A LPCAT4 BOK EFCAB5 DMAP1 MPI EIF3J-DT PCBP1-AS1 SLC9A4 ZNF609 COA4 ANXA2 C12orf60 ASB7 SNRNP35 RBM33 PTRHD1 UBE2H HYAL3 RPS19BP1 C17orf97 CYP51A1-AS1 KCTD21 PPIA XRCC6 SLC6A9 TOMM7 AP2A1 MAP3K5 MCMBP C2CD4A RN7SKP193 AGPAT1 DDR1 CCNI2 NAP1L4 C5orf51 TAS2R14 HEXA GTF2H4 GANC SMIM30 ANG MYL5 AC009403.1 MIR1284 LINC01671 AGBL5-AS1 LINC-PINT PRH1 MHENCR LINC01952 LNCTAM34A MAPKAPK5-AS1 GAS5 SLC12A9-AS1 LLPH-DT KMT2E-AS1 TRBV8-2 AC141424.1 ARPC1A AMACR PPAN-P2RY11 NAA80 SNRPCP3 AC124242.1 SNHG21 VPS13B-DT POLR2M FDXACB1 SNHG1 PRANCR RNASE4 TMC3-AS1 AC099778.1 HEXA-AS1 RN7SL525P MRPS21 MIR4482 NCBP2AS2 RNU6-92P EIF2B5-DT MIR4727 SNORD25 LENG9 RN7SL1 SNORD26 PAGR1 PSIP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PSIP1_TARGET_GENES GAS7 FYN GDI2 SLC6A15 SCTR MEF2C WAC RIOK3 RGCC CLN5 PYCR3 CASP2 RAPGEFL1 SMAD5 ARHGEF2 LEPR ACADM OSBPL9 FILIP1 MYB ITGB1BP1 AJUBA PHF21A SLC38A6 SERBP1 UBR3 TLK2 HMGA2 UBC RPRD2 CCT3 GASK1B LIMS1 CHD3 SKIDA1 DDX60L BEGAIN PGPEP1L NRG3 PIK3R4 MAN2A2 TXNRD1 FOXJ3 MT-ND1 IBA57-DT AGPAT1 MT-TW MT-TH MT-TS2 MT-TT MT-TP MT-ND4L KANSL1-AS1 ARHGEF2-AS1 LINC00358 LINC-PINT TRAF3IP2-AS1 NCOA7-AS1 CHRM3-AS2 CCDC137P MICAL3 RNU6-416P MIR4633 FOXH1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXH1_TARGET_GENES HECW1 LASP1 MTMR7 RBM6 SKAP2 CREBBP WDR54 ETV1 IFRD1 LGALS14 GAS7 PAX6 ST3GAL1 SEC62 POMT2 DYRK4 HHATL BTK CLCN6 PIK3C2A RABGAP1 PSMC4 MTMR11 WWTR1 PLEKHB1 DERA NCAPH2 PRKCH VEZT MUSK ARID4A RNF19A VCL CDH10 MYO16 ADAM28 CELF2 COL9A2 ADAMTS6 RCN1 NEDD4L MRTO4 TMCC3 BCAT1 SPAG4 TNK2 BCAS1 PMS1 ANKS1A MAP2K4 CYB5R4 TLE2 CLDN18 STAG3 TRPC7 NEDD4 GNB5 OSBPL3 NCK2 LMCD1 AFF4 P4HA2 ACADVL PTGS2 MAP3K13 PICALM EED NUAK1 IPCEF1 SEMA3C FOSL2 ARHGAP15 REXO2 ICAM3 ARHGEF1 TOP2B NAALAD2 NEBL TULP3 GNB1 RUNX1T1 FDFT1 SMARCA2 KCNN2 AFP MEF2C UBA5 AACS MPP4 BZW1 SEMA5B ITGB5 RNF13 PALB2 KAT6A TNPO1 MECOM IGSF9 AQP6 TMED2 ADD1 TXNDC16 GNAS FER1L4 ARHGAP28 SLC23A2 GRAMD1A ARHGAP4 DHX32 RAB11FIP3 PABPC4 AARS1 OSBPL8 ZFHX4 SLC17A6 ANGPT2 HECTD1 SNAP23 ADA2 XYLB SH2D3C IKZF5 CYP26A1 IFT74 WASHC2A PES1 RBFOX2 FAM118A SRSF5 MAPRE1 CDH20 SMAD7 ALG13 MCF2 ZC3H12B PGK1 KLHL4 BEX4 ARHGEF7 CLN5 VAC14 MLYCD CRISPLD2 ZP2 CRYM TTC23 OIP5 BLOC1S6 EYA1 BPNT2 NDRG1 IL7 DHDH ARHGEF18 TLE6 TLE5 C19orf53 TIMM44 CYTH2 RASIP1 DNAJC2 DLX5 RNF32 TAX1BP1 PCOLCE TMEM106B RHEB YKT6 TLE4 DOCK8 CUEDC2 ACBD5 ZMIZ1 CASC3 DHX40 C17orf75 PHOX2B DCUN1D4 INPP4B KLHL2 CTSC NRXN2 CCND1 CCDC86 ACCS NAA40 CHKA EXPH5 KCTD10 ACSS3 TNS2 TRPV4 GPN3 GTF2H3 EIF2B1 KRR1 NANOG LDHB ST8SIA1 TDP2 DSE RPS12 HECA SLC22A2 PRPH2 BICRAL MRPL2 DNPH1 GMDS GZMK ST8SIA4 FGF1 TCERG1 SMAD5 BCL6 AMOTL2 RNF7 XRN1 C3orf52 CFAP92 FOXP1 EIF4G1 GTF3C2 PDE1A RTN4 PLCD4 NFE2L2 MSH6 DOCK7 GADD45A NR5A2 LGALS8 ERI3 DHDDS PROX1 FILIP1 CCN2 ELL2 UBE2B TJP2 CCDC92 RAD23B HSDL2 CSF3R EIF2B2 FAM98A YIPF4 BCL11A EPCAM MTHFD1L PCMT1 PCDHB10 TNFRSF10B SPOP FAM117A TAS2R7 CCR2 FYTTD1 CALD1 CDKN2C DDX39A ADGRE5 PDE1B METTL8 SLC12A4 GDAP1L1 PMEPA1 TP53TG5 DEK SSUH2 OVOL2 BFSP1 CHURC1-FNTB UROD F10 NUP214 ATP13A4 CHTF18 METTL25 GNAI1 APOL3 DOCK4 CDHR3 HOXD3 ORMDL1 SNRPN ICE2 DUT MBD4 MIS18BP1 ITFG1 AANAT FGF13 SGO1 ACE2 ZNF557 PPIL4 SYNE1 ARHGEF9 COX4I1 IDO1 ACLY ANKHD1 EXOC4 RARA PEX11B ENOSF1 GRSF1 SCP2D1 DAP3 AP3B1 CASP9 USPL1 DCLK1 STARD13 SRRM1 FAM83F MKRN1 LRRIQ1 LARS1 SPINK5 CCDC59 MEIS2 SYT6 VAV3 SLC38A2 UBAC2 CARS2 CEMIP2 TBX3 P2RX4 CD36 RINT1 NHSL1 AHI1 PCNX2 APPL2 SUCLA2 SKIL SAP130 GAD2 ZFP37 TLR4 CTSV KLC4 TFAP2A TMEM14B TMEM63B MDC1 VARS2 TMPRSS4 SLC37A4 C11orf1 MAPKBP1 NUSAP1 ADAM10 STRA6 SEMA6D BCAR3 KYAT3 GTF2B SULT6B1 OLA1 CHRNA1 ITGAV BMPR1B PDE5A CCNG2 SHROOM3 ANXA3 FGD4 PRICKLE1 RBP5 SCAF11 DUSP6 SLC46A3 TARBP2 FRMD6 WARS1 CCDC33 DHX38 TXNL4B NLRC5 IRF8 TOM1L1 TOB1 ABCA8 SS18 IFITM3 APP RPS11 CCN1 GPA33 TOR1AIP1 RFX5 PI4KB ANP32E TPM3 NUP210L CAMKMT MEIS1 ST6GAL2 PKP4 OSBPL10 OCIAD2 ANK2 USP53 ATG12 RNF217 TIAM2 IGFBP3 SNX12 ZNF711 PRPS1 CCDC25 CHMP7 NFIB CER1 C9orf72 PLPPR1 ZNF462 FAM13C ANKRD1 TCF7L2 ARFGAP2 SLC22A8 MTA2 MS4A3 MKX PCDH15 MIA2 NGLY1 OXSM ANK3 DIP2C AKAP6 TMEM18 CENPJ DST RBM46 SMPD4BP PSTPIP2 ATP5F1A TCF7L1 FAM151B UTRN PTPRK RAB3C ZIC1 CAST SYCP2L SPHKAP KCNJ16 SREK1 CDH12 SORBS2 VOPP1 C9orf85 ADCY8 GRIP1 PCDH1 PPP2R2B RBPMS TIMP4 DDX19B TSC22D3 SLC34A2 EYA3 NPM2 APOA2 ALG8 RUNX1 ZNF230 ZNF233 SSU72 WDR4 NDUFV3 RDH13 SHC1 IER2 NAPEPLD PSMC2 AP2M1 U2AF1L4 LEMD2 ADCY10P1 CCNF STX5 SLC25A45 NFIA NEXN ATF3 IWS1 CDC42EP3 IGFBP7 CLASP2 IFI16 PRICKLE2 LRRC2 IFT122 ETNPPL F2RL2 CAGE1 ERAP2 ADGRF2 ELAPOR2 COL1A2 DLC1 YWHAZ VIRMA FBP1 CFAP47 PCDH19 PIGO SLC7A3 DACT1 PIP4P1 SALL2 USP54 ATP9B DENND2B AKIP1 WEE1 CENPV NAV2 DCTN5 EVA1C NUDT21 ISLR2 GPRC5B ZNF701 TMC4 LENG8 GLOD4 IGFBP6 E4F1 POLR2G C2CD3 AXIN2 AHCYL1 SHOX2 LRRC28 ZNF608 AR FAM110B KCNAB1 SHE RASSF6 CKAP2L RGPD8 NRG4 UBE2E1 FAXDC2 FRMPD2 SMAD1 SEMA3E CDH2 RIOX2 TPT1-AS1 PDGFD PRKCE MUC7 UGT2B7 FGA PLRG1 ENC1 LGALS4 LRRC34 MRM3 ZNF217 TEFM ISG20 KLHL6 RAB43 RARG CCDC63 KDM2A PARP15 MZT2A PTPRM SPATA3 RGMB STAG3L3 SNHG11 LIG4 CNTNAP2 IGDCC3 WDR49 PDZK1 RSRC1 CTBP2 CTDSP2 VWA3A TMEM70 TOMM5 IP6K1 SSNA1 ANAPC2 ZSCAN2 B3GNT5 NANOGP1 BDNF NCKAP5 MAMSTR MTHFR DSCAML1 ZDHHC22 TOP3A ZBTB38 DLGAP1-AS1 UMODL1 TGIF1 TBL1XR1 TENM3-AS1 ADAMTSL1 MLF1 POGLUT3 SH2D4B FAM230I PLEKHM3 ZNF713 SNX18 LINC00670 TCAIM MAGED1 C14orf28 ARL14 LINC02870 MB21D2 PPA1 HOXC10 LINC01555 NQO1 ZNF875 C5orf24 CHST15 NOP10 IST1 PLCXD1 LINC01006 ANXA2 RGS7 AFMID CTNNA3 MEX3B GPR39 SRARP DENND5A ADAP2 GDF3 COPB2 TXNRD2 NUTM1 PDE4B APOO NOC4L DDX51 TCN2 ROR1 THNSL1 PTCH1 CDIN1 MRTFB ANKRD37 GNG2 SPIN2B CCK CMC1 TSPYL4 ERC2 C2orf88 ZNF383 SRP72P2 S100A16 SMIM15 AKR1C3 MPHOSPH8 CPNE4 TCF4 MAML3 SLC39A10 ZNF585A ANXA6 ZNF763 KIAA1671 COL13A1 SPTAN1 S100A10 TAF13 ZNF780A LEKR1 MAN1A2 SDAD1 MYL4 ITSN2 TCAF1 TXNRD1 ZNF587 C2CD4A WDHD1 LRRTM3 GPATCH3 CDC42BPB GRM3 OPA1 KIFBP SNORA74A RNU6-497P LINC02408 METTL11B ADD3-AS1 BTNL2 RNF5 SP5 MSH5 ABHD16A PPP1R11 TTC25 FAM216A PRSS1 PDE7A TMSB4X RFPL3S EGFEM1P ANKRD28 THUMPD3-AS1 GNRHR2 DIO1 TRGV9 TRAJ45 GSTM2 FIRRE RBMXL1 GAPDHP25 LINC02418 CTAGE14P CYB5AP2 SPINK13 PPME1 AC116407.1 CAPN14 DDX12P CTAGE12P SKOR2 RAET1K MIR548H2 SLC12A8 LINC01825 MIR181A2HG SLC44A3-AS1 HCG14 LINC00570 MIR3681HG MRPL20-AS1 SFTA1P MTCO3P5 AC002378.1 DHRS4L1 FAM229A PRSS44P ST7-AS2 MUC12-AS1 NCAM1-AS1 CLYBL-AS2 SUCLA2-AS1 RBM15-AS1 LINC01635 LNC-LBCS D21S2088E AL139011.1 HECW2-AS1 SFTA3 LINC01149 ASB15-AS1 COL6A4P1 FOXD3-AS1 LINC00271 ARHGAP42P2 SGO1-AS1 DST-AS1 LINC01698 LINC00410 TSPAN19 F10-AS1 MYO3B-AS1 LINC02777 LINC01549 PLCE1-AS2 CCDC144NL-AS1 CTAGE7P LINC00430 B4GALT1-AS1 PANTR1 MTCO1P20 LIX1L-AS1 IFT74-AS1 EPCAM-DT ID2-AS1 JARID2-AS1 FAM21EP TRIM67-AS1 AC010729.1 USH2A-AS1 LINC00479 LINC01186 LINC01852 HAND2-AS1 CREB3L2-AS1 TRBV30 SHISA9 KIFC1 FAM200B RPS15AP29 RFX5-AS1 MAP3K20-AS1 AC008040.1 WBP1 LINC00888 ACAD11 L1TD1 LINC00886 NSUN6 TDGF1 CECR3 AC093583.1 ARPIN ACTR3P3 RPL5P12 AC106707.1 PRAF2 GABPB1-AS1 AL357153.1 LINC01585 RORA-AS1 DRAIC LINC02325 LINC02458 LUCAT1 FAM198B-AS1 CLMAT3 FABP5P12 LINC01438 PARM1-AS1 ARPIN-AP3S2 SH3TC2-DT LDHAL6DP PURPL LINC02510 AC114296.1 LINC01303 LINC02882 ZNF345 ZNF550 LINC00958 LINC02435 AC099520.1 RNA5SP360 LINC01484 PRKDC TPTE2P1 AC044810.2 MSH5-SAPCD1 MIR100HG CASC23 LY6G6E FDXACB1 OR13A1 AP001160.1 KHDC1L PIGAP1 LSM3P2 AC117377.1 CHURC1 RAP1AP LINC01146 SCOCP1 SEPTIN7P1 SMIM6 AC046168.1 AC010478.1 LCMT1-AS2 SERTM2 GS1-279B7.1 LINC01989 ZNF865 LINC02192 AC010325.1 PAN3-AS1 AC116552.1 LINC02140 AC092115.3 MIR5698 MIR4768 LINC01900 GATA6-AS1 MIR4764 RN7SL163P AC243964.3 AC006213.1 MIR122HG LINC02073 AC016168.2 ZNF224 LDLRAD4-AS1 SHC1P2 RPARP-AS1 MCRIP2P2 AL589740.1 AL136162.1 RN7SL828P AL024498.1 CASC15 LINC00551 STAG3L5P-PVRIG2P-PILRB LINC01990 BSNDP2 MIR6815 PRSS2 H4C4 GGNBP2 NKILA JAKMIP2-AS1 MIR3651 LINC01127 GCM2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM2_TARGET_GENES DPM1 C1orf112 STPG1 HECW1 CFLAR TFPI VPS50 SKAP2 THSD7A REXO5 ZNF195 ITGA3 GDE1 SPATA20 KDM7A ETV1 IFRD1 PSMB1 REV3L STARD3NL HFE FYN LYPLA2 AKAP8L ANLN DCN PSMC4 ATP2C1 RUFY3 WWTR1 AGPS AQR C8B RTF2 RNF10 ZNF839 RNH1 DEPDC1 SEC63 VIM CD44 SNX1 TBPL1 TFB1M ARHGAP31 EIPR1 RNF19A VCL TBC1D23 DNAH5 RAI14 SPDL1 MED17 ARAP2 CP HDAC9 MRPS10 R3HDM1 ADAMTS6 LTBP1 ARID1B NFE2L3 LIMA1 RRP12 ANAPC4 SDCCAG8 SYNE2 CHRDL2 FAM168A NOP58 GINM1 TRAF3IP2 PRDM1 USP13 TBXAS1 ALDH18A1 YBX3 PIGV COL11A1 MPC1 BCAT1 MON2 VMP1 INTS13 CCN5 ST3GAL6 CTSA PMS1 ERBB3 TBC1D1 NFYC ASPM CD84 EML1 MSANTD3 MTFR1 EVI5 PKM NAV3 LAPTM4A SRBD1 PSME4 PITX1 NEDD4 MAPK6 LRP6 PFN2 DAPP1 TMEM260 EXOC5 ASNS PABPC1 TESK2 DAZAP1 HLTF ALDH3A2 SREBF1 HMMR P4HA2 NFATC3 STK10 AP1M1 CLCN4 DHRS9 IGF2BP2 MAP3K13 NUAK1 DPP8 ZZEF1 TXK TACR2 EIF4G3 NUP37 SEMA3C ACAT1 SLC25A40 ZNF37A MARK3 FNDC3B PLD1 WDR62 BCAP29 PAX2 SLC46A1 DYNC1I2 ARAF PPP2R5C NRDC TOLLIP UBE2D4 CLUL1 RUNX1T1 CDH17 RAPGEF3 SENP1 RIF1 SESN1 CLDND1 RSBN1 MEF2C PTPRC UBA5 ZNF510 NFE2L1 ITGB5 XPO1 TDRD3 OXCT1 RPS5 APLP2 AGBL5 HADHA ATRX SEH1L EPS15 NFX1 IPO11 FOLH1 EIF2AK1 SNX10 ZFAND6 ALG9 UIMC1 DNM1L ERGIC2 RPL6 ANAPC5 DZANK1 TASP1 SIRT4 ZNF302 DDX24 RCOR1 LTBP4 NUDC RBM27 OSBPL8 LAMB1 IL5RA RAPGEF4 FH G2E3 GEMIN2 TINF2 AGO1 TGFB2 GPATCH2 CDC6 CBX5 TBC1D2 WHRN CWF19L1 BTAF1 EFHC1 HNRNPH3 SH3GLB1 SCD NRP1 RASSF7 BCL2L13 CARD10 ANKRD54 EIF3L CBX7 MYH9 TNRC6B PRMT5 POLE2 TRIM9 PSMC6 SIX4 ACIN1 EMC9 BRMS1L IFT52 NFATC2 SALL4 ADNP RAE1 HM13 TM9SF4 CDK5RAP1 ACOT8 VAPA LPIN2 CEP76 SMAD7 MIB1 RBBP8 MXRA5 ALG13 MOSPD1 ATP11C PLS3 SMARCA1 SLC25A14 TIMP1 KLHL4 FGF14 KLF5 SUPT20H KATNAL1 TSC22D1 LONP2 PSMD7 FA2H USP10 ABCC1 CLUAP1 USP31 RBL2 TRIP4 CTSH HOMER2 EHD4 FAM189A1 BMF EIF3J SPG11 OIP5 SGK3 CSPP1 NBN RAB2A SPAG1 NCALD UBR5 MAP4K1 ECH1 HNRNPL SARS2 PIH1D1 DOT1L CCDC130 SGTA PPP6R1 POP4 URI1 TIMM50 FBL HNRNPUL1 GTPBP10 HBP1 OGDH HOXA1 HOXA2 HOXA3 HOXA5 HOXA6 FKBP14 PLEKHA8 NOD1 WASL RBM28 LSM5 TSPAN13 EIF4H SPIN1 C5 ERLIN1 CCSER2 PITX3 STN1 MAP3K8 GLRX3 CCDC6 PBLD LGI1 MTMR4 HOXB6 CYTH1 EFTUD2 PRKAR1A PHF12 OCIAD1 IL2 GALNT7 DHX15 JHY HSPA8 OSBP FOXRED1 CPT1A CCND1 CEP126 PDHX ACCS MADD SLC35F2 SOX6 AIP NDUFS8 CHKA CORO1C SLC11A2 MLEC RSRC2 OAS3 STX2 CAND1 RAB5B COPS7A CHPT1 NT5DC3 PRKAB1 RIC8B COL12A1 GCNT2 NCOA7 MTRF1L SOD2 MCM3 FBXO9 BACH2 CAP2 CCNC PRDM13 WASF1 PEX7 FIG4 PHACTR2 TBP COX7A2 SENP6 VEGFA MEP1A ERBIN MAN2A1 NME5 HMGCR FAF2 ARSB CNOT6 DROSHA LMNB1 ARRDC3 GOLPH3 LNPEP FGF1 PPWD1 LIFR TCERG1 EHHADH SMC4 TBCCD1 KPNA1 ARMC8 TFDP2 SERPINI2 ACAP2 C3orf14 BBX IQCG GBE1 MRPL3 PEX5L MOB1A KANSL3 TTL SLC35F5 CYTIP INO80B CLIP4 SPTBN1 RTN4 DOK1 EFHD1 KDM3A ABCB6 ID2 SLC25A12 DARS1 SOS1 THADA TIA1 SFPQ GON4L LAMTOR2 MEF2D SMG7 TNNI3K NR5A2 C1orf109 LGALS8 KMO SSX2IP RBBP5 CD46 VAMP4 DHDDS ARID1A OSBPL9 ATF6 PHF3 AKAP7 SGK1 SLC16A7 TGIF2 RAB3GAP2 NDUFB3 SET CNTRL PHF19 SUPT7L YIPF4 AFTPH OGFRL1 IFIT3 C10orf88 DENND10 HOXB8 HOXB3 MTHFD1L MSANTD2 KIAA1217 TGFBI SERP1 PLS1 TMPO MTERF2 SOCS2 AKAP1 B4GALT4 KIF18A ZRANB3 MTERF4 CD244 SERAC1 PRXL2A ODF2L SPATA1 ZMIZ2 SEPTIN7 EEPD1 NT5C3A ARL4A CLTA PHF24 CYREN ECD BHLHE41 CCDC91 ATP7B CENPK STIL METTL8 BAZ2B LPGAT1 VAPB TOX2 NEURL2 MTRR OARD1 MED20 KLHDC3 MEA1 SSR1 RIOK1 NUP153 CNOT1 KIF25 DMAC2L POLR1B EML2 PANK2 ARMCX5 KDM5C AGO3 UROD HECTD3 PDCD2L KRT36 PCNX4 ATG14 KTN1 OMG CANX HIVEP3 ATP13A4 HP1BP3 WDR24 MACF1 KDM4B CASD1 ZNF780B SPECC1 MRPS12 CHN1 SNRPN FOXA1 MIS18BP1 SEC14L1 ERMARD SH3BP4 MRPL34 AFDN ZSWIM6 CYP2G1P PAK4 CLIP1 MPP1 ZNF331 ZNF236 AAR2 RBM39 ATP6V1E1 NFATC1 CAPN7 RFTN1 DIAPH1 EXOC4 PPFIA1 TRAF7 KHDRBS3 PIAS3 MCCC2 NR0B2 RHPN2 SCLY UBE2G1 EEFSEC SEC61G H3-3B UNK VPS13B RGS22 MATN2 NXT1 SYT11 ZBED3 SLC39A11 KMT5C WDR74 MORC2 ZNF767P SWAP70 SBF2 ELP3 MEIS2 SPIRE1 ROCK2 KCTD1 STK26 TUT4 FADS2 TMEM258 ERCC5 ARHGAP32 STT3A RFK GOLM1 HAVCR2 SRPK2 ADGRB3 SNX14 EPHA7 EHF CAPRIN1 GLS2 CDK4 KRT7 CD164 GNS CPM MDM2 CEP350 REV1 GCC2 ANKRD36 PWP1 WASHC4 SLC41A2 FLNB NEK3 LCP1 GPNMB NUP42 RTP4 TRA2B SCN2A SKIL KCTD3 RPS6KC1 SMPD4 CCDC115 IMP4 NIPSNAP3A ST6GALNAC4 CDK5RAP2 GABBR2 TRMO XPA MYC UBAP2 TLN1 FOXP4 TFAP2A LRRC1 FLOT1 MDC1 PGBD1 CPEB2 FCHSD2 NUMA1 SYTL2 TGS1 YAP1 MAP2K5 CTDSPL2 SLTM HAUS2 UACA TMEM62 GCHFR BCAR3 RABGGTB DNASE2B HADHB THUMPD2 SULT6B1 RAB1A TRIM54 DTNB MYOF KIF20B ENTPD1 DNAJC13 ASCC1 RPS24 DNA2 MYPN FASTKD1 ITGAV COPS4 SEC31A CCNG2 CASP6 SLC39A8 RNF185 PHLDA1 TMEM19 POC1B GIT2 LPAR6 SBNO1 DENR MBNL2 GRTP1 WDR89 BNIP2 TLE3 SCAPER TPM1 IGF1R ARRDC4 USP3 FANCI IQGAP1 RUSF1 PARN SSH2 ARRB2 ARHGDIA CSNK1D TBCD CEP131 ZCCHC2 ERBB2 IFITM3 CAPN10 EVI5L RERE FHAD1 KIAA0319L SERBP1 BCL10 PRKACB STRIP1 PRCC PIGM CRABP2 HDGF RGL1 ATP8B2 SLC39A1 CREB3L4 GATAD2B ILF2 CEP170 CNIH3 LBR PLEKHA6 HNRNPLL CALM2 RPS27A MEIS1 DUSP11 ZNF385B MARCHF4 OSBPL10 SLC25A38 SHQ1 MYH15 TMEM44 VWA5B2 PLAC8 ROPN1L MYO10 PIK3R1 HAPLN1 PPIP5K2 PAM FBXL17 FBXO38 GLRA1 RMND5B CPLX2 ZMAT2 TRIM41 PHIP MMS22L TBC1D32 SLC18B1 TIAM2 GNA12 EGFR IGFBP3 CCT6A TLK2 LUC7L2 KDM6A HDAC8 OGT CSGALNACT1 SLC25A37 ADHFE1 MAL2 GSDMC ZNF7 NFIB ZCCHC7 AOPEP SLC25A25 POLR3A HERC4 ANKRD1 ADD3 DNAJB12 TCF7L2 TAF5 PPRC1 LRRC4C CCDC82 NPAT ATM SLX4IP KAT14 FADS1 HMGA2 ITGB1 CWC15 ARID5B LYPD6B CCT5 DIXDC1 DLAT SEC24D UBC NGLY1 TWF1 MAGI1 THRSP NUBPL NEK7 FRMD4A TEX9 EDNRA ADAM17 CENPU AMN1 NBAS ZNF385D CACUL1 DST TIAL1 MZT2B GPATCH11 ARL14EP PDK1 SH2D6 TADA1 CWF19L2 PFKM SAR1B DNAI4 HHEX RAB3C ACOXL HNRNPU RBMS1 ADGRF1 ADGRF4 TRAPPC8 FBXL2 CNKSR3 CFDP1 KCTD15 GDPD1 NUS1 CDH12 TOMM70 LRRK1 CEP112 ENPP3 ENAH SORBS2 BTG3 MPPE1 RAB6B ANKRD40 AK9 OTUD6B CDK19 GTF3C6 SLC25A28 FAM126B MED7 RASA2 TMBIM4 MCU MAP3K7CL SUPV3L1 FAM122B TYSND1 ZFAND3 SAMD8 ATAD2 NSMCE2 GALK2 BUB1B EIF4A2 FCHO2 LRP8 PAXIP1 FCSK MYO1E CREB3L1 C2CD2 WDR19 AP3S2 MRAS KCNB1 EMSY ZSCAN12 DUSP23 DEDD RAPGEF6 SON RCAN1 UBE2Z RUNX1 MORC3 GPBP1L1 TMEM69 LRRC36 ZNF235 ZBTB8A ZNF362 NDUFV3 UBQLN4 PSMC2 PCYT1A FBXO27 LRRC56 PGAP3 LARP4 KRT84 MEIOB TTC9C SLC45A1 NFIA TM2D1 FUBP1 NEXN DNAJB4 C1orf74 FLVCR1 BPNT1 SPATA17 B3GALNT2 CAPN2 WDR26 PEX13 DISC1 CLHC1 CFAP36 NUP35 CCDC74A H3-3A RPRD2 CTSS VPS72 ERCC3 RNF149 MRPS18C CGGBP1 PMVK INAVA CLASP2 TIPARP U2SURP SLC4A1AP WDR43 ZNF148 TMEM41A RPN1 TASOR ARHGEF3 SLC51A SGMS2 HMGB2 ICE1 RANBP3L CCDC112 PRRC1 NDUFS4 ARSK RHOBTB3 ERAP1 GFM2 SAMD3 PDSS2 COG5 CDCA7L RAD21 OXR1 TMEM184A ALDH7A1 VIRMA PDP1 TMEM67 WASHC5 DYNLT3 HDX PIGO STOML2 ARHGAP12 FAT3 HECTD2 PGM2L1 PHYHIPL INPPL1 SKA3 MICU2 PCF11 DEPP1 NEMF NUDT5 TSC1 GFI1B FUNDC2 CCDC186 METTL3 FRAT1 CPSF2 IFI27L1 HACD1 CEP295 TAF1D SVOP ALKBH3 COPS2 PCBD1 COX11 WBP1L ATP9B GARRE1 RIC3 LMO1 DENND2B TMEM41B ZNF143 WEE1 MCM7 TK2 TMEM135 ATF7IP2 PLEKHA7 ZNF606 CIAO2A NAV2 ANKDD1A SCG5 SMAD3 MAPRE2 PBX3 ISLR2 LOXHD1 STIM1 RRM1 MMP26 SMG8 GATAD2A CACNB3 CORO6 LENG8 CHAF1A SEMA6B NXN CD320 EVPL SRP68 MGAT5B ZNF598 MLST8 ECI1 KCTD5 SF1 PAFAH1B2 THAP9 TTC39C BMI1 RHOH CDC40 RAB31 GBX2 HEXIM2 STAT3 ZNF30 LRATD2 LRP1B IL12A ZNF608 CEP120 MFF E2F6 HNRNPH1 IRS1 DHRSX VXN ARMC4 XPO6 TBC1D10B MRPL1 SLC33A1 CXCL8 GPR183 ZEB2 RAMAC BUB1 MAP3K2 SF3B5 UBE2E1 PWWP2A USP47 SMAD1 SMAGP DLGAP1 SLC26A5 ACYP2 HOXB9 AKAP13 KBTBD2 MTSS1 HAS2 FEZ2 C11orf24 KCNMB3 PRKCE ZNF692 NAIF1 TMEM126A KRT15 KRT13 ZNF561 RSL1D1 LRRC8D OR1L8 COL24A1 PTGER4 ENC1 ATF7IP LGALS4 LRRC34 CTPS1 METTL18 ZNF540 TLN2 ZNF217 DRC3 JMJD1C SYNPO MACROD2 CLEC12A GNB2 TTC36 AFF1 ZFAND4 SLFN11 CORO1B MYEOV ANKRD13D MYD88 OXSR1 PHF8 KAT5 ZNF680 HECTD4 BNC2 HSPA6 COMMD1 AHSA2P LIPM OLR1 EHBP1L1 THAP2 PEAK1 CHD2 NUDT4 PSMD1 C11orf80 JUP TIGD3 GOLIM4 LRRC63 FBXO45 GNG5 MGA SNX31 ZWILCH RPL4 SNAPC5 AKIRIN1 RESF1 HRAS CEP135 DNAH12 NDUFA11 RSRC1 RAB1B AMZ1 ZIC4 SNHG29 UBE2C PACS1 VWA3A SCUBE2 EIF3F RFESD CCDC14 PPP2R2D MCTP1 POLD4 DPP10 CLCF1 MRPL48 RMI2 TOM1L2 ETV4 UBE2O ORAI3 CSTF3 DLEU1 ZNF404 EID2 CNTD1 AC008969.1 B3GNT5 RMDN1 FOXL1 FOXC2 BOK BASP1 VSIG10 MIR7-3HG WSB2 TALDO1 CHD9 DLGAP1-AS1 TGIF1 ARIH2 SLC25A22 RABEP2 PIDD1 RPLP2 CSTF2T PGBD5 NAALADL2 PCDHB9 ZNF518A GRB2 GRAMD1C BOLA1 DDX10 NDUFV2 PLEC GALNT11 ZFAND2A FAM220A ERBB4 FAM219B TMEM52 EIF3K AURKB C3orf38 TMTC2 SAMD4B ALOXE3 HTR1D OR6C4 PCBP1-AS1 R3HDM2 ZNF784 TSHZ1 ZNF48 CCDC66 GLIPR1L2 SKIDA1 MB21D2 ZDHHC20 HOXC9 PPA1 METTL23 OR52N4 OR8G2P TLCD5 OR9G3P CLDN7 ZNF329 CCDC149 MRPS11 GET1 TNRC18 RAD51B CYB5D1 NPLOC4 TSHZ2 CAPN12 CEP97 GLRX5 MXRA7 PLCB1 LINC01006 BRICD5 NGRN SLC25A18 SRPRA CNOT10 CADM1 NAA38 SLC8A1 GABRR3 JRKL CCDC159 SFXN4 HOATZ LINC00518 RFLNB TBK1 CHEK2 DENND5A LRTOMT H2AC21 CLECL1 H1-5 KNTC1 TXNRD2 NELL2 SEPTIN9 APOO RBM33 MUC6 TMEM106A RFX6 SEMA4B CCDC137 C12orf56 SMYD3 KPNA7 LMNTD2 LMLN PSMD13 SHC4 PMEL ZNF696 IFIT1 WDR53 EVI2B PTCH1 SDHAP3 GSAP CYP2R1 ANKRD46 POLR3C BCL9L KLHL32 LINC02610 KDM4D ZNF555 CYP27C1 HEXIM1 SELENOV TRABD2A TEAD1 MITF NAP1L1 RNF220 SHTN1 KRT12 CHP1 ZKSCAN4 VMAC LIN28B ZFP69 H1-2 AC091057.1 TPRG1 UBQLN2 NWD1 RNF133 EYS COL4A5 ZC3H6 ZNF669 C3orf62 GTF2F2 SELL HMX3 CC2D2B PARVB TMCO2 UBE2Q2P1 ZNF527 DPY19L2P1 SPANXN3 PNRC2 FAM53B SPATS2L GREB1 RYR1 ZNF107 PPIA GARS1-DT POM121 ZNF140 ZNF765 ZNF775 ZNF799 GDAP2 AFAP1 NACA XRCC2 MRTFA NF1 CD47 MVB12B KRT39 NHLRC2 CRACDL ZNF252P ZNF705A ZNF585A ANXA4 ZSCAN25 H4C3 ZSCAN26 SRC ZNF682 H3C12 PIWIL2 RAD54B ZNF165 BLM DDI2 SVIL H3C4 LINC00477 FAM177B SIPA1L1 COL4A6 ENPP1 SPTAN1 S100A10 HOXC6 ZNF461 ZNF790 H2BC12 MBP AKAP17A ZNF335 ZNF667 ZNF544 MIER1 ZNF485 HOXC4 ASPH SPRED2 FLVCR1-DT YTHDF2 MAFK KCNRG CTNND1 MDM4 TTC37 SLC9A6 CEP290 LRRTM3 MTCO3P12 LRIG2 PNP OPA1 RYR3 DCAF12 MT-ND1 PRMT6 CAPZA2 PRC1 DCLRE1A MIR378A VTRNA1-1 RNY4P6 RNU6-1059P RNU6-912P RNY1 RNU6-647P RNVU1-3 RNU6-621P RNA5SP189 RNU5E-4P RNU6-497P SNORD14C RNU6-8 RN7SKP1 RNVU1-21 RNU6-669P SUGCT-AS1 COX20 TATDN3 RAET1G EEF1AKMT2 SNHG5 SAMD13 LINC00963 RUFY2 TIMM23B DAXX OXLD1 PRRT1 STK19 DXO HSPA1B VARS1 MSH5 LY6G6F ZNRD1ASP AL133464.1 FAM216A AC007389.1 LGR4 PRR13 NAP1L4 DPF3 ITSN1 CRYZL1 C5orf51 GMNC RNPS1 JPT2 ANKUB1 HACD2 ANKRD28 SNORD45C RNU6-1 RNU6-969P SNORD60 RNU6-945P RNU6-213P RNU6-1144P RNU6-574P RNU6-784P SNORA18 SNORA15 RNU6-800P RNU6-1263P RNU6-246P MIR615 MIR7-3 MIR521-1 MIR193B MIR128-1 MIR187 MIR30A MIR610 MIR591 SNORA49 MT-TL1 MT-TF GPX3 MT-RNR1 SLC48A1 TRAV13-2 IGHV3-33 RNU6-308P SNORD12 SNORD70B RNU6-316P RNA5SP213 RNU6-530P RNU6-1254P KRTAP2-3 VN2R17P NPM1P46 CRYGS SAR1AP2 TRIM59 CYCSP19 ARHGAP19 SIPA1 DNAJC9 DDX47 RPS17P1 CSNK1E REPIN1 ZNF891 SMCO1 C17orf67 SOGA3 EML6 HNRNPUL2 CRPPA AC141586.1 DDX3X VPS16 ZNF407 HNRNPA1P7 MIR450B FABP12P1 FNIP1 CKLF ADAMTS7P4 HNRNPA1P1 SPTLC1P2 NUFIP1P1 ARL4AP5 NBPF1 FAM228B MIR1302-3 MIR1224 RNU4ATAC16P PLXNA4 PPT2 RNU4-86P SNORD12B RN7SKP202 RNA5SP44 RNA5SP345 RNU6-628P RNU4-72P RNU6-177P RN7SKP192 VPS52 LAPTM4A-DT LINC02593 IL10RB-DT EDRF1-DT C5orf66 LINC00466 MSL3P1 NF1P6 SMIM13 SVIL-AS1 FCF1P7 LINC01058 CT62 RBMS1P1 LINC01703 LINC01821 LINC01771 MEG8 NOL7 VN2R10P RPL10AP6 ENTPD1-AS1 LENG8-AS1 MIR217HG LINC02527 LINC00511 GTF2IP7 PARG PCGEM1 H3P9 DIAPH3-AS1 STEAP2-AS1 LINC00111 MTCO3P43 MRLN SNAP25-AS1 RPL7P30 TRIM60P18 FAM245A LINC00578 LINC01635 ITPKB-AS1 AL139011.1 LIMS1-AS1 TRBV23OR9-2 RPL41 LINC00382 PANK2-AS1 KIF25-AS1 MTCO2P3 AL669831.3 LINC02028 AGBL4-AS1 LINC01972 LINC00595 RPL17P12 CCDC192 GRPEL2P3 LINC01676 SSBL4P RPL23AP11 DST-AS1 RPS18 LINC02015 AGBL5-AS1 EMP2P1 HMGN2P38 TRAF3IP2-AS1 CAP1P2 ZBED9 TMA7 MCTS1 MTCO2P34 MTCYBP3 RPS3AP25 LINC02777 AC092809.2 PET117 DLGAP4-AS1 RERE-AS1 CYP1B1-AS1 HOXB-AS3 RPS24P6 LINC00472 MTCO3P8 LINC01719 HOTAIRM1 NFU1P2 LINC01392 LINC02625 AC004947.1 LINC01237 YEATS2-AS1 RPS15AP7 LIX1L-AS1 ZNF736 ECI2-DT HNRNPUL2-BSCL2 LINC02632 MIR155HG SOX9-AS1 MTND6P13 ATP5PDP4 GEMIN2P1 ID2-AS1 ZSCAN31 HGH1 DUSP8P5 BTG3P1 RPS29P16 LURAP1L-AS1 CHN2-AS1 RPL21P40 OLMALINC RMDN2-AS1 LINC00941 NEXN-AS1 LINC02243 SCAT8 EIF4A1P6 DNAJC9-AS1 PRMT5-AS1 SNAI1P1 KRTAP2-5P LINC01358 NFIA-AS1 LINC02773 PTENP1 AL391832.2 MLLT10P1 CRIP1P2 RN7SKP198 RNU7-46P RNU7-195P RNA5SP269 RNU6-634P SNORD5 RN7SL757P KLHL41 MYLK-AS1 HOXB-AS2 HLTF-AS1 PCDHGC3 CPHL1P RN7SL346P AADACP1 ISY1 LRRD1 LINC00886 ACTG1P13 MCRIP2P1 PTPRG-AS1 RPSAP52 RPL36AP41 BMS1P4-AGAP5 INHCAP BMS1P4 CCDC39-AS1 MRPS31P5 RN7SL734P HOTTIP RN7SL735P FLNB-AS1 TMEM225B RPL26P35 LY6G6D RPL30P11 N4BP2L2 LINC02453 LINC01585 AP000866.1 LINC02709 LINC00461 NEAT1 CRNDE DRAIC LINC00682 DIAPH1-AS1 RASSF8-AS1 PLA2G4E-AS1 SOCS2-AS1 CSTF3-DT GPRC5D-AS1 NR2F2-AS1 DPH6-DT NNT-AS1 SLIT3-AS1 LINC02119 LINC02267 MTND5P11 LINC01088 KRTAP5-14P PPIC-AS1 TMPRSS11BNL ZNF718 AL139353.2 HOXC-AS1 LY6G6F-LY6G6D ZBED3-AS1 AC097467.3 THAP9-AS1 LMNB1-DT LINC02384 FOXD1 LINC02435 LINC02230 RNA5SP116 RNU6-982P RN7SKP276 SNORA70 RNU6-1291P RNU7-29P RNU6-107P RNU6-1016P RNU7-11P RNA5SP330 RNA5SP66 RNU6-711P RN7SKP92 IGHV3-62 MAILR HOXA-AS2 IGHV3-30-2 ALG11 LINC02842 LINC00824 HOXA-AS3 LINC02547 NAV2-AS3 CKLF-CMTM1 LINC02739 MTND1P35 PPIAP43 EID3 MSH5-SAPCD1 AC011092.2 NPIPB8 LY6G6E ZNF252P-AS1 PCDHB17P SNHG1 LINC00944 LINC02454 LSM14A RRN3P3 PAFAH1B2P2 KRT7-AS KRT18P20 CUX1 AC073569.2 BRWD1P2 PPT2-EGFL8 LINC01895 BUB1B-PAK6 AC011921.1 NDUFAF4P1 MRPL46 AC015712.2 IQCH-AS1 LINC00933 LINC00261 AQP4-AS1 LINC02136 LINC01003 C15orf65 H2BC20P ISY1-RAB43 DLGAP1-AS2 EIF1P4 OR1F1 GTF2I AC009121.3 NFE2L1-DT RN7SL509P MIR5582 MIR548AW RN7SL774P RN7SL154P MIR548AL SUZ12P1 MIR4638 MIR1273C MIR5696 MIR3921 MIR4494 LRRC37A7P RBM8A MIR5188 GLUD1P2 MIR3672 RNF115 MIR3143 MIR548AJ1 MIR548AE2 MIR3144 ZNF488 MIR4506 CCND3P2 MIR548X AC024267.4 MIR548Z BAHCC1 MIR4740 NCOA4 EIF1P5 MIR4754 MIR4708 MIR4645 AC006213.2 AC006213.3 AC008736.1 ZNF285 AL031666.2 SLC6A14 AP001462.1 AC011503.1 TMEM185A SLC25A53 ZIM2-AS1 AC097359.2 MKI67P1 ARMCX5-GPRASP2 HSPE1P14 DAP-DT NUDT3 KMT2B CD24 LINC02098 CHASERR LRRC8D-DT SNURF INO80B-WBP1 H2AC12 LENG9 PDCD6IPP1 H3C11 MIR548O2 OR4G6P MIR4477A STMN1P1 PIP4K2B H2AC8 SNORD49B SNORD30 MIR6854 SNORD22 PRO1804 FLJ38576 BTG3-AS1 MATR3 GHET1 LINC00254 EBLN3P PACRG-AS1 OR4G3P FRG1CP BMS1P21 MIR548A1HG MIR5087 WDHD1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/WDHD1_TARGET_GENES TSR3 CDK11A PHF7 SYT7 DDX11 CYP3A43 SLC45A4 ZDHHC6 B4GALT7 RPL26L1 LSG1 NOP16 MCF2L2 ATP2B4 SFSWAP PKM DHX8 LRP6 SLC44A1 KDM5A CLASP1 NCBP3 MKRN2 NT5C2 KAT6A GRHL2 ZMPSTE24 NSFL1C SIRT4 GNPTG AAAS HIRA TIMM9 KIAA0586 ADNP RBBP8 NKAP MRPS31 ESRP2 PRPF31 TFPT ADAP1 SSBP1 GARS1 RBM28 CAMTA2 SMARCD2 KAT2A CDR2L KCTD10 LMNB1 NCBP2 NDUFS7 RBBP5 NSL1 KMT2A NEK9 WDR11 KANSL1 DUSP1 ALG5 EXOSC8 SLC35B1 KBTBD4 ATPAF1 CDH26 STX16 RPL23 TUBGCP3 RBBP8NL RHPN2 UTP3 ALDH3B2 USPL1 CSNK1G2 COX16 VARS2 MAN2C1 SLC39A3 MTF2 NUF2 RGS5 TOR1AIP1 TARS2 EIF2D RPL37 SSBP2 WDR31 VPS51 UBE3B CDC123 VTI1A CENPU ADPRHL1 DPY19L4 ZER1 PCYT1A TMEM79 FYCO1 BAP1 PRKCD TMC1 KBTBD6 NUDT5 SNRPD1 SMG8 C19orf48 KCTD5 POLR2J3 MPLKIP ADAL STX18 LMAN2 SLC33A1 TVP23B ZNF554 FUT10 ATG13 ALG10B SUGCT LRRC37A3 GBA HARBI1 RTKN2 TNRC18 NOP10 PLCB1 TBL3 SNRNP35 NUTM1 INTS5 MRPL40 P4HB BRWD1 TEX38 EXD3 FAM230G NOXA1 CLDN4 HMGB1 TDRD7 GARS1-DT IPO4 CRACDL ARHGEF12 TMPRSS11F MT-ND6 GLMP MT-CYB MTCO3P12 MTOR MT-ND3 MT-ND4 CIPC SMG5 SNORA21 LINC02408 TATDN3 AC008429.1 C12orf73 MIR203A MT-TA MT-TN MT-TC MT-TY MT-TG MT-TR MT-TE MT-TT MT-ND4L NDUFS3 GTF2H4 AC141586.1 TMEM242 MIR1302-3 WDR11-AS1 WEE2-AS1 AL669831.3 TPRG1-AS1 ELFN1-AS1 HUNK-AS1 RNU7-27P ISY1 RPL32P30 MICAL3 DDX11-AS1 STX18-AS1 LINC00536 LINC01596 LMNB1-DT KBTBD11-OT1 STX16-NPEPL1 BRWD1-AS2 DUX4L18 AL050341.2 HSPB9 ISY1-RAB43 LINC01975 RNU4ATAC NCBP2AS2 AL390955.2 DCP1A AL354696.2 KLF7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/KLF7_TARGET_GENES RAD52 RECQL RPS20 STARD3NL NME1-NME2 ERP44 NCAPH2 VIM MIPEP VEZT CENPQ TMSB10 PEX3 EDC4 LSG1 NOP16 RAD51 PPP1R12A SFSWAP CTSA ZNF76 GNAI3 ERBB3 RRP15 COASY PTPN21 CDC42 PTPN18 KDM5A PICALM DPP8 ANO8 ADD2 MLH1 KLHL20 TRAF4 UBE2A VDAC3 DDX1 RIF1 CPOX EXD2 CCNT2 GEMIN5 ZMPSTE24 AK6 MRPL28 ASAP3 FXYD5 CDIP1 BIRC5 GOLGA3 PPP2R3C SCFD1 SEMA6A WDR76 MYL6 DPYSL2 LRRFIP2 AAAS IKZF5 WASHC2A NDUFB7 IZUMO4 TRMT2A RANBP1 SNAP29 TOP3B RBFOX2 ACO2 POLR3H MTHFD1 NFATC4 GINS1 HM13 WDR13 PCSK1N RBM3 PARP4 MRPS31 KATNAL1 ZNF629 LMF1 GSPT1 CLUAP1 CPPED1 AAGAB IQCH TRIP4 DTWD1 CSPP1 BRF2 DCTN6 PPP2CB IL4I1 TJP3 HNRNPUL1 RABAC1 BCAT2 PPP2R1A ETV2 LSR CAV1 RNF32 SSBP1 PDAP1 BUD31 PTCD1 RBM28 YKT6 TBC1D13 EXOSC3 TRDMT1 MICU1 CASC3 RNF43 DRG2 SMARCD2 C17orf75 MRPL27 LRRC59 EFNB3 NAT9 PMP22 FBXW7 TBC1D19 PANX1 PSMD9 KCTD10 CREBL2 COPS7A ULBP1 SOD2 MED23 HBS1L EXOC2 SENP6 NUP155 TTC33 CRBN BBX SCAP KANSL3 INO80B NDUFS7 RTN4 CCDC88A HSPE1 CHMP3 SOS1 RPL22 MECR MAD2L2 RRAGC PRDX1 FAAH RSRP1 DHDDS NSL1 FBXL5 ITGB1BP1 DYNC2I2 INVS AVPI1 WDR11 MTHFD1L CCDC77 ZFP30 TBC1D15 POLK ZNF205 DDX54 ADGRE5 KBTBD4 SLC36A1 COQ8B NCOA3 STX16 NEURL2 PEPD NAGK MPHOSPH10 ABCC10 ZNF391 SH2D3A PSMF1 ZNF133 KDM5C MCF2L PCID2 SCAF1 WDR24 ARPP19 CCNT1 AJUBA HEATR5A ASH2L GTPBP3 COLGALT1 PNPLA7 POMT1 YIPF2 EIF2S3 CASZ1 GSE1 CHMP1A CAP1 PPT1 RBSN RPL27 VPS25 C1orf159 PRKAB2 USPL1 PEMT KRAS COX16 MBD2 LAMTOR5 FBH1 WDR36 USP30 ITGA7 BLOC1S1 CDK4 MRPL44 PWP1 SLC41A2 TBRG4 HUS1 TACO1 SMPD4 DAB2IP TUBB2A LRRC1 C6orf52 HAUS2 CENPO INTS14 SEC31A GSTCD INTS12 GABARAPL1 SLC15A4 DENR CUL4A NEIL1 MAN2C1 CLTC C17orf64 EIF4A3 CSNK1D SLC39A3 TIMM29 RPS8 MTF2 NUF2 RGS5 GABPB2 ADAM15 CALM2 COPS7B TAMM41 VGLL4 RETREG2 TCTA MARCHF6 RPL37 TNFAIP8 DDX46 NHP2 MMUT DYNLT1 TMEM181 ERLIN2 WDR31 REXO4 GTF3C5 FRA10AC1 ADD3 C11orf49 NCAM1 MTA2 CHEK1 VPS51 ALDOA PIH1D2 NKAPD1 UBC UBE3B AMN1 CENPJ DST CAST INO80C PLEKHG4B CEBPG RABGEF1 MRPL39 ANKRD40 APOOL RHOC DPY19L4 NDUFAF6 CCT8 PDE6D BRPF1 SEC13 ETS2 WASF2 TAGLN2 CFAP298 UBE2Z LYPD5 ZNF233 GNE PDXK FAM207A ZER1 PPP1R35 NPHS1 RACGAP1 SYCE2 SLC25A45 RPL29 NOL9 LZIC SYNC FAAP20 TM2D1 VPS72 KRTCAP2 CCNL1 SMIM14 WDR43 ZMYM6 TMEM41A ATRIP STARD4 AGGF1 NSA2 GFM2 SYK METTL2B HNRNPK MARCHF8 COMTD1 TSC1 BORCS5 ZFYVE1 GARRE1 MRPL16 YWHAB CCNDBP1 MARS1 URM1 SMG8 TUBA1C KCTD5 CTNNB1 KIAA1586 RBPJ MPLKIP FNTA IL12A STX18 CEP120 ZNF354A CPT1C SLC33A1 METTL15 DUS1L GSX1 GUSB CHRNB1 PDCD6IP UBB KRT8 ARL6IP1 USP32 TPT1-AS1 ZNF581 ZNF561 PPID EXOSC10 ZNF570 RPS7 MOB3A TEFM GNB2 SYNPO2 CFL1 RPL38 ZNF621 TRIB1 NMNAT1 LRFN4 ENDOV PIFO SNHG11 C12orf76 BBS1 NDUFA11 FBXW8 ATG13 BANF1 EIF1AD MRPL48 RMI2 ETV4 VSIG10 GBA DMAP1 RMI1 SELENOW PIPOX PUF60 ARHGAP45 SMG1P3 LRRC57 MACIR SNRPE LINC01006 LINC01547 SF3A3 IQGAP3 TOB2 DNAH2 ADAP2 CMSS1 KNTC1 CDCA2 PTRHD1 UBE2L3 BRWD1 SETD4 CA5BP1 PRELID2 TMEM222 UBE2H HYAL3 POFUT2 EXD3 NOXA1 MTF1 ADAT2 S100A4 ZNF569 IPO4 TPK1 SDHAF3 SNHG17 C6orf141 ZNF165 RPL37A ZNF181 INKA2 SNHG12 CD2AP UNC13B KIFBP TATDN3 VARS1 APOM BAG6 NFKBIL1 GABBR1 C12orf73 LOH12CR2 C21orf62-AS1 LNP1 THUMPD3-AS1 SELENOH NUP62 NDUFS3 GTF2H4 IRF9 AP1G2 GANC LINC02026 CDIPTOSP AC141586.1 DDX3X UBA52 OSER1-DT CCNT2-AS1 TNK2-AS1 LAMTOR5-AS1 JPX WDR11-AS1 WEE2-AS1 RPL41 VIM-AS1 LINC02768 TOB1-AS1 SPRY4-AS1 GNG12-AS1 RPL37A-DT SNHG7 GPX1 FAM21EP PEF1-AS1 LINC01409 LINC01275 FAM200B RNU7-27P NME1 PNMA2 ATP5MF PI4KA BMS1P4 MRPS31P5 NAA80 TTC4 ZNF585B RAD51-AS1 AP000802.1 STX18-AS1 ATP5MF-PTCD1 GLUD1P3 MALAT1 CERNA3 PINX1 AL132780.2 AL050341.2 CEROX1 LINC00662 ZNF213-AS1 OTUD7B NDUFV2-AS1 ZNF561-AS1 AC005498.2 AC006504.5 AC010271.1 MIR4453HG AC104109.2 SLBP-DT AC026979.2 HNRNPD-DT DCP1A RBAKDN TAF9 INO80B-WBP1 SRCIN1 HSPB6 SOX8 CD9 SYT7 WIZ POLR3B GPRC5A ZNF839 PHF20 AGA CTNNA1 GEMIN8 USE1 FAM168A KCNH2 PKP2 DNAJC25 TLE2 CACNB1 RHOA PPP2R5B LRP6 MNT AP3M2 TCF3 AFF4 CHFR CDHR2 SLC24A1 CELSR1 MCAM NEBL CIC CNOT4 NFE2L1 AGBL5 RFX2 ARHGAP28 RCOR1 LTBP4 TMED1 CATSPERG CECR2 HIRA LGALS1 POLDIP3 LMF2 ST13 PHF5A PRORP BRMS1L ANKRD12 MIB1 RP2 USP31 MAZ CDIPT RAB11A TMEM87A MTMR9 KCTD9 HNRNPL CLPTM1 TNNT1 CCNE1 DYRK1B YJU2 CACTIN FZR1 DENND3 PLIN3 FAM83E MET GLI3 UBE2S TRIM37 KPNB1 ENO3 PFN1 COL1A1 TMEM104 VTN PHF12 PTGES3 RSRC2 LTA4H SH2B3 GOLT1B HCFC2 PAK1IP1 FBXO5 CERT1 TTC1 LMNB1 PPP2CA CPEB4 OGG1 KDM3A CNPPD1 MARK1 SMG7 KMT2A CCNI CPSF3 ZBTB45 KCNIP2 HOXB3 GLT8D2 COPS5 USP45 MCEE EML2 KLC1 CAPNS1 BECN1 MAP2K2 SIN3B PKMYT1 ZFP36 ZC3H4 IMMT PRKAA1 UTP3 OSER1 DCLK1 TPT1 LARGE1 BHLHE40 ANKRD16 PIWIL4 ERCC5 CARS2 PRPH STX11 RAC1 SRSF1 ANP32B RNF38 PIM1 VARS2 RDX PPCDC HNRNPD RITA1 TMBIM6 BNIP2 SCAPER PIF1 CYP1A1 TOB1 GNAL GATA6 CBX4 ZCCHC2 PFKL DPP9 CCDC97 SAE1 GATAD2B MAP3K21 SDE2 CNIH3 HSPD1 PIK3R1 PPP1R18 WTAP TLCD3B BEND6 MZT2B RAD17 CEP112 ENPP3 EME1 ZKSCAN2 KAT6B ATAD2 PAFAH2 AHCYL2 B4GALT5 PAXBP1 PTMS EFCAB14 NR2F6 ACOX1 PRPSAP1 PEF1 KLHDC9 DISC1 TRIM46 SNIP1 SLBP ICE1 RPS14 MYORG PSIP1 ZCCHC24 TAF3 ZNF503 SPACA9 GFI1B DPCD FAM227B WEE1 MCM7 GOLM2 PCLAF STAT6 TSC22D4 MBD6 PBX3 SLC27A4 ACAA2 SPATA33 KMT2D TUBA1A SERTAD3 PROSER3 YIF1B ATP5PD PAFAH1B2 KCNJ4 SETD5 UBTD2 ATXN2L HEXIM2 STAT3 FEM1B SLC25A6 ATF5 CD2BP2 CLIC4 WNT10B GABARAP TRABD XKR6 FAM241B ASXL1 DLK2 BPTF ZNF217 MZT2A TAS1R1 C11orf80 EIF1 CBX2 SMAD2 SUGCT NR2F1 RUVBL1 DLEU1 TYMS PIDD1 RPLP2 EPM2AIP1 SAMD4B PLD6 CDC42EP4 FGD6 ZNF609 HARBI1 H2AW TMEM102 GINS3 MRPL41 PTP4A2 ACTG1 ZBTB40 ZBTB37 SOCS1 MRPL40 LAMP1 C1QL4 VMAC SPRY4 ZNF793 HMGB1 ACADSB XPNPEP3 S100A2 ZFP28 ZMYM1 SND1 SVIL STMN3 MIB2 FAR1 CDC42SE1 SPTAN1 RPS26 ATAD3A ZNF335 GRK6 UCKL1 SPRED2 PPP1R14C MTCO3P12 SGMS1 LRRC37A5P BRD2 ANKRD28 MIR615 NRAS ATP6V1G2 C19orf38 TMEM242 PPP3CB-AS1 AP4M1 PPP2R2A ZMIZ1-AS1 SVIL-AS1 PLEKHM1 LINC00431 AL669831.3 DST-AS1 AGBL5-AS1 SMG7-AS1 LINC01237 CTC-338M12.4 GAS5 C12orf75 PPP1R3E AC127070.1 CBR3-AS1 ZNF503-AS2 SNORD54 PISD BMS1P4-AGAP5 MICAL3 KCTD7 DNAJC25-GNG10 CEBPA MTND5P11 PSD2-AS1 CASC9 AC139887.2 PDCD6 MRPS31P4 AL139353.2 LMNB1-DT SCARNA17 TMEM200B AC034243.1 GASAL1 ATP6V1G2-DDX39B STX16-NPEPL1 BRWD1-AS2 LINC02361 MC1R AL359317.2 LINC02352 AC092384.2 AC023824.4 RNF213-AS1 AC009121.3 NFE2L1-DT AC025682.1 MIR548AW SNORD55 SUZ12P1 MIR5188 CFAP298-TCP10L GATA6-AS1 MIR4530 MIR5695 ZNF793-AS1 LINC01775 MAP3K14-AS1 SNHG22 SLC25A53 EGLN2 HSPE1-MOB4 AL355353.1 AL390955.2 HTATSF1P2 NBPF19 AC010240.3 SNORA16A RNU12 GGNBP2 MIR6781 LINC01144 TOX4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TOX4_TARGET_GENES RNF10 SNX1 ARID4A ZZZ3 PHF23 C12orf4 FSTL4 TIPIN PSMC5 RBM27 HNRNPC ANKRD54 ACOT8 PPP1R37 CCDC61 WDR83OS OGDH GBF1 FTSJ3 ELP4 OSBP CAND1 RAB5B MAPK14 ARMC8 WDR77 ATP5PB SMG7 EXOSC8 FAM53C ARL1 WDR83 ABCC10 CNOT1 HROB TMEM160 EXOC4 TOP2A FIGNL1 H3-3B ZSWIM3 ARNTL DCAF7 GCNT3 HMG20A ABHD2 TICRR STRIP1 ANP32E ENSA GATAD2B ZMAT2 IMMP1L TMEM18 GUF1 ZNF689 BRPF1 FBXO8 CEP44 PRMT9 ERAP1 CREBRF PSMC3 ZNF143 CIAO2A SP2 CDK12 TEPSIN UBB RPS9 EIF2AK3 CHD2 PDE12 UBE2C ZNF77 TIMM22 TMEM94 H2AW TTC32 RAB11B FAM174B P4HB FAM47E H2BU1 ZNF785 ZNF655 C6orf89 DCLRE1A TDRKH-AS1 RACK1 MT-TP FBXO16 FAM200A NDUFAF8 LINC01952 SMIM31 SNHG1 AC132192.2 RAB11B-AS1 AC013400.1 H2AC12 SNORD25 H4C5 HSPB6 MPND SFSWAP PKN2 NUCKS1 SRI FRYL HOXA9 DNM2 NLK CNOT3 MFSD11 SETD1A RAB11A HNRNPL HNRNPUL1 HBP1 H2AZ2 AGR2 SETX RAD51AP1 KPTN GOT1 ALG5 MTIF3 SNRNP27 TRIP10 GPR108 CASD1 INO80 NGDN ANKHD1 RFX1 HAVCR2 IGF2BP3 ARMH4 KATNB1 BCAS3 EVI5L G3BP1 MTMR12 CFDP1 MED7 TMEM79 FMC1 INPPL1 PROSER3 SLC3A2 LRRC28 ENC1 MLLT3 FRMD5 DRC3 DMXL1 CKS1B GLRX SNHG29 TOM1L2 AC025171.1 YIPF7 STAP2 C11orf71 SLC25A42 TDRKH MACC1 CMSS1 KNTC1 SP1 HEXIM1 RHCE NHLRC2 H2BC12 CAPZA2 SMG5 RNU5B-1 MACO1 DHFR CCDC192 SMG7-AS1 EIF2AK3-DT ANKHD1-EIF4EBP3 PSMA3-AS1 MIR4258 AC018521.5 NAPA-AS1 FMC1-LUC7L2 SNORD26 H4C4 NKX2_2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX2_2_TARGET_GENES DPM1 C1orf112 NDUFAF7 VPS50 CDC27 SKAP2 RPAP3 REXO5 PDK2 RALA PHTF2 CSDE1 REV3L FUZ RNF216 TTC19 MAP4K3 BRCA1 ERCC1 EXTL3 CALCOCO1 NUB1 MATR3 RALBP1 AGPS MNAT1 AQR RNF10 SNX1 SLC39A9 TFB1M CENPQ ZCCHC8 ABCF2 TMSB10 NSUN2 PHLPP2 CTNS LSG1 TDP1 AP2S1 JADE2 HSPA5 TPR USP28 R3HDM1 KITLG ERCC8 JKAMP NFE2L3 LIMA1 HERPUD1 RAD51 RRP12 TTC17 LAMA3 THRAP3 FAM114A2 EIF2AK2 MRPL43 TRAF3IP2 ATP11B PPP1R12A ZC3H11A TARBP1 WNK1 MPC1 TNK2 ISOC2 CDON SUGP2 SNX24 SNCAIP BTBD1 KARS1 CDK13 ISOC1 MEF2A PRR11 LAPTM4A TTC7A PIGB RAB27A UFD1 TMEM260 RNF126 NCK2 MPP5 FBXW11 DERL2 NDE1 PVR XRCC1 PTGS2 MAP3K13 CLNS1A TSG101 BCS1L SEMA3C WDR62 RAB7A SART3 MKRN2 RBM7 MLH1 PPP1R12B EDN1 ZCWPW1 KIF22 PTPRH RFX3 SESN1 NDC80 EXD2 MEF2C FAM135A NFE2L1 XPO1 BCKDHB OXCT1 ZNF446 WBP11 EIF3I MAP3K4 ZNF213 MGST2 SNX10 HSD17B2 ZW10 ACHE PIGS ERGIC2 EDEM2 ZNF343 KIZ SNX5 SIRT4 TRMT6 NECAP1 MAEA RAB11FIP3 MCOLN1 RBM27 OSBPL8 HECTD1 HNRNPC TOX4 GEMIN2 TRPM7 DPYSL2 GPATCH2 CDC45 CBX5 NUP188 CRAT SORBS1 SRPK1 MRPS18A HSP90AB1 HNRNPH3 RAB18 WASHC2A FBXL19 TECR BCL2L13 TBC1D10A CBY1 TNRC6B EP300 RANGAP1 FKBP3 CNIH1 TIMM9 KIAA0586 ERH SRSF5 EIF5 PABPN1 ARHGAP5 SRP54 CHD8 EMC9 TRPC4AP RAB5IF ADNP PFDN4 CSNK2A1 SLC52A3 CDS2 FERMT1 IDH3B TTI1 RPRD1B DHX35 VAPA RBBP8 FNDC3A CAB39L LYRM1 ARL2BP SLC38A7 SMPD3 ESRP2 CLCN7 GSPT1 RPGRIP1L AAGAB EHD4 DMXL2 ZFAND1 NBN BPNT2 GDAP1 EIF3E KCTD9 MAP4K1 PPP1R13L ERCC2 CCDC130 C19orf53 VRK3 C19orf44 AKT2 YJU2 TBCB POLR2I DMAC2 RPS19 RAB3D TMEM205 PRPF31 TFPT ARMC6 ATP13A1 CFAP69 ZC3HAV1 OGDH HOXA3 HIBADH NOD1 GARS1 CASP2 MOSPD3 MOGAT3 PLOD3 ZNHIT1 AGR2 FKTN SPIN1 KDM4C DDX58 HPS1 EIF3A TWNK TNKS2 MTPAP XPNPEP1 TFAM CUL2 TRIM37 PIGL INTS2 HOXB6 NAGLU EZH1 HDAC5 SUPT6H PHF12 SLAIN2 GAB1 RPL34 GRPEL1 CLNK UFSP2 HSPA8 LPXN PPP6R3 PRPF19 TMEM109 COMMD9 SOX6 C11orf58 NDUFS8 EXPH5 PSMD9 SLC11A2 RSRC2 ITFG2 RAD51AP1 ACAD10 EIF2B1 COPZ1 NUP107 TIMELESS C12orf57 BTN3A3 PAK1IP1 NEDD9 MTRF1L PPARD CRYBG1 RPS12 SOBP PRPF4B NUDT12 BRD8 KIF20A HSPA9 TMCO6 THBS4 CNOT6 BTNL8 ARRDC3 SUB1 TARS1 PRLR SKP1 PPP2CA TRIM23 TRAPPC13 TCERG1 SMAD5 CSNK1A1 EHHADH TBCCD1 BCL6 FAM162A TFDP2 PDCD10 LRRC31 HES1 TFG RPL24 FXR1 CBLB UMPS NCBP2 ABHD14B SSR3 INO80D DGUOK GTF3C2 ITGB6 INO80B NDUFS7 USP34 EFHD1 TXNDC9 COQ10B MOB4 HSPE1 ZNF142 CNPPD1 UXS1 ABCB6 STK25 CEBPZ SLC25A12 SRSF7 SOS1 RND3 THADA AAK1 SPR FARSB CACYBP SCP2 STXBP3 PARK7 SRSF4 WDR77 C1orf21 MIIP SMG7 BCAS2 CRYZ MRPS15 ZNF684 ACADM KLHL12 RAB29 EBNA1BP2 PRRC2C SYF2 POLR1G STAG1 IFT46 ATP10B ANKRD13C CCNI MFSD1 PTPA CNTRL MAPKAP1 VPS4B RBM25 ALDH6A1 SUPT7L ATAD2B ARMH3 GOT1 HOXB3 CAAP1 NUDCD1 TAF12 PROSER1 WBP4 FAM53C SERP1 TARDBP PYROXD1 BCL2L14 TBC1D15 PIK3CA ZRANB3 RPL21 MTERF4 SEPTIN7 HNRNPA2B1 HOXA7 P4HA1 ATP7B ATG101 MORF4L2 BAZ2B SLC36A1 COQ8B C4BPB NCOA3 STAU1 MOCS3 SNRNP27 USP22 GLO1 DMAC2L SYMPK RBCK1 MGME1 MCM8 NCLN ZNF436 DYNLRB1 PDCD2L COX6B1 DNAJC8 EMG1 UXT CANX UQCR11 WDR24 AKAP9 MTERF1 RBM48 LSM8 KLHDC10 OSGEPL1 INO80 CHAC1 MBD4 SUMF2 SERGEF ILF3 RAB2B SEC14L1 TTI2 SGO1 DOHH PRKCSH RPL36 RTN4IP1 QRSL1 CEP85 DNMT1 ZNF426 UBE4B RBM39 GGT7 ACSS2 PRR7 CAP1 RLIM SLC6A6 PSMC3IP NDFIP1 MCCC2 SNRPA1 DNAJB1 CCT6B PTPRE MYBBP1A ANKRD17 WBP2 H3-3B UNK VPS13B SDF2 BTBD3 MMACHC TOE1 MUTYH DCTN4 USPL1 SLC39A11 WDR74 RTN3 ZNF767P ACTR3B LARS1 SPINK5 ZFC3H1 ELP3 CCNB1 THUMPD3 KATNBL1 REG4 ROCK2 EMP1 ELP2 ERCC5 APC CCNJL DMTF1 EHF ITGA7 BLOC1S1 B4GALNT1 HNRNPA1 MAP7 CD164 NHSL1 PKIB TEC SEMA4F BCO1 TMBIM1 SLC41A2 CKAP2 MED4 LMO7 ITM2B SETDB2 IGF2BP3 NMT1 MARCHF7 GALNT5 EPRS1 ZFP37 PSMB7 NCBP1 RPS6 PIM1 YIPF3 KIAA0319 MTCH1 VARS2 C6orf52 FHDC1 SLCO2B1 NUMA1 SYTL2 RAB30 CREBZF SLCO5A1 PPP2R1B ALKBH8 CTDSPL2 RTCA HADHB ADCY3 SULT6B1 PREPL ACTR1A MYOF TACC2 DNAJC13 SMARCAL1 ASNSD1 ITPRID2 FAM13A HERC6 SHROOM3 GSTCD INTS12 PAPSS1 SLC39A8 GABARAPL1 BRCA2 MYG1 TMBIM6 VPS33A EFCAB11 WARS1 SERF2 GCNT3 BNIP2 GTF2A2 ETFA SCAMP2 UNC45A FTO GALNS G6PC3 SLC39A6 NARF ERBB2 MVB12A DPP9 SAE1 ZNF473 NOSIP SERBP1 MGST3 UFC1 NUF2 RGS5 SDHC MRPL24 XPR1 LYPLAL1 ZNF687 ANP32E MINDY1 VASH2 ILF2 CAMKMT CALM2 RPS27A MEIS1 SLC20A1 HSPD1 CCDC150 RETREG2 STK11IP RPL32 NFKBIZ PLAC8 SRD5A1 PIK3R1 COMMD10 ATG12 DDX46 G3BP1 BOD1 TBC1D7 ZMAT2 HIGD2A MMUT RPL7L1 TPBG SLC18B1 C7orf50 MEPCE NCAPG2 LUC7L2 HDAC8 POLR2K EIF3H UTP23 NDUFB9 TATDN1 MRRF NR6A1 SURF6 PDSS1 NRBF2 HERC4 CNNM2 TNKS1BP1 C11orf52 TKFC TMEM138 B3GAT3 LTO1 HIRIP3 TMEM219 EEF1AKMT1 MIA2 PIH1D2 NKAPD1 TIMM8B ITPR1 SLC7A11 NDUFC2 NEK7 FER PTPRO EPS8 TDO2 RABGAP1L SPC25 HOMER1 RPP38 ZFP36L2 ZNF117 RAD17 SRP19 CAST AHCTF1 ING1 RPIA SREK1 C4orf19 MIA3 C21orf91 ATP5PF GABPA PPP4R1 OXA1L MCU NDUFAF6 N6AMT1 USP16 SH3RF2 UQCRB RPL30 UBE2L6 NPTN ATAD2 VPS8 RPUSD3 FCHO2 ODR4 CLDN12 ST3GAL2 AASDH RNF111 PSMG3 RAB28 PANK4 WASF2 AUTS2 H2BC5 EIF5B AHCYL2 CCAR2 CFAP298 ARHGAP27 ALDH4A1 MED8 ISL2 EFCAB14 TMEM234 CCDC58 UBE2Q1 GBAP1 CCDC12 ZNF394 MRNIP PSMC2 AP2M1 PCYT1A PGAP3 ACOX1 FMNL3 RACGAP1 RAVER1 RNASEK-C17orf49 RPL26 CLPB CYB561A3 SYVN1 MAGOH PEF1 RBBP4 TMCO4 OMA1 AGL DENND2D AXDND1 SPATA17 ACP6 PUS10 PEX13 ARL5A NUP35 SMARCAD1 IWS1 NIPAL1 POGLUT1 TMEM183A SSR2 NEK10 CWC22 SERPINI1 SUCLG1 PRKCI SPICE1 PSMD6 CCNL1 SMIM14 RPP14 RBM47 APBB2 TTC14 SLC4A1AP IFT122 MFSD8 PITX2 CEP44 OTUD4 LSM6 MOCS2 SLC25A46 STARD4 GRPEL2 ARSK RHOBTB3 ERAP2 UBLCP1 NSA2 GFM2 CCDC127 GDF9 UQCRQ CREBRF KIAA0895 TRA2A ZNF12 SP8 ORC5 SUN1 GPR146 ALDH7A1 OSR2 YWHAZ TMC1 HNRNPK NDUFB6 NOL6 FBXO33 MARCHF8 NEMF KBTBD6 PRDX3 BMS1 METTL3 FRAT1 CPSF2 CACNB2 IKBIP RPUSD2 DEPDC4 BTRC LARP6 CUL5 IFTAP RPL27A ZNF3 RIMKLB TK2 SEC11C IQCD MARF1 CIAO2A TERF2IP STAT6 UGT1A6 ISLR2 TRAPPC2L RHEBL1 HSD11B1L CD320 CDK2AP2 MIS12 SRRM2 DDB1 SETD5 COA6 BMI1 MMADHC ATXN2L POLR3D DNAJC21 ZBTB5 GFM1 LETM1 INO80E SPNS1 TMEM266 SYAP1 HNRNPA3 CHRNB1 PWWP2A GABARAP FOS NFXL1 DNAJC18 FOXA3 PPM1D KBTBD2 GSTA4 DNAJC24 DCDC1 MORN4 RBKS MCC POLR1C RSL1D1 ENC1 ATF7IP METTL18 MLLT3 ORMDL3 DPAGT1 ZNF24 RAD9A WASHC2C KAT5 DCAKD RXFP4 COQ2 GLRX TNKS DAB1 MICOS10 THAP2 FKBP2 CHD2 EIF1 GPR160 RBM4 FAM174A TRMT10C SNAPC5 MSL2 FGFBP3 MICOS13 ZDHHC14 ATR MRPS22 SH3BP5L PCCA DCTN2 DOLK BANF1 ZNF25 MRPL48 ERCC4 LINC00476 ZNF77 LYSMD3 TMEM39A ZSCAN2 EID2B SPRYD4 SLCO3A1 WDR25 PRR15 USF3 RMDN1 MYO1D RBIS NFATC2IP PPFIA3 TGIF1 TBL1XR1 PIDD1 RPLP2 GBA AP3S1 GRB2 RPS27 ASB8 DDX10 ZC3H12D TMEM11 EPM2AIP1 GTPBP6 RMI1 SELENOW EIF3K EXD1 RRS1 ALOXE3 PIPOX PDXDC1 TSHZ1 RRH FGD6 MCFD2 C11orf71 CLRN3 NPM1 DDX60L LINC00471 PRKAG1 MRPS11 TMEM259 TNRC18 ERCC6L2 CYB5D1 TRAPPC6B LINC01006 RPS17 TSPEAR-AS2 CEP63 C12orf60 NAA38 ARHGEF37 CEP57L1 GPR19 RABIF GDPGP1 CCDC125 KIAA2026 CCDC159 NDUFB1 TBL3 KCTD16 TTC32 SREBF2-AS1 TM2D3 KNTC1 XPOT CDCA2 ZBTB7C FAM227A NDUFA6 CA13 RPS27L NSMCE3 H2BC13 ZNF74 UBALD2 CCDC137 IFNLR1 NR2F2 P4HB SHC4 TRIM69 LAMP1 CYP4F12 RPS23 TMEM222 ZFP91 TPCN1 TMEM232 EFCAB6 CMC1 DYNC2H1 RSBN1L CHP1 PRR13P5 SPRY4 C2orf88 NWD1 DCUN1D3 PLA2G2A SRSF10 CLN3 CC2D2B RBM34 NHLRC3 FAM120AOS LRRC66 ZNF292 JPT1 ZAR1L BTBD8 LIN54 S100A14 HMGB1 SPATS2L WDSUB1 SRGAP3 PPIA GARS1-DT POM121 ZNF774 SIAH1 IPO4 NCOR2 ZNF846 TTC30B ERI2 TOMM7 ZSCAN16 ANXA4 WDR5B H4C3 PCBP2 BLM SLC22A5 SHPK MAP3K5 ZNF628 HHLA3 ZNF460 H4-16 ZNF181 CCDC151 TMEM229B ZNF770 SZT2 SPRED2 WWP2 MDM4 TTC37 FAN1 ZNF830 MTOR OPA1 PJA2 RNU6-502P VTRNA1-1 RNU6-112P RNU6-563P RNY3 LINC00963 PHACTR4 OXLD1 BRD2 SDHD LSM2 BAG6 PRR3 GNL1 RACK1 MIR1915HG C4orf47 TRIQK ATP6AP1L AC004980.1 HMGN1 LIN52 ITSN1 SRRM2-AS1 HACD2 RNU6-841P SNORD101 RNU6-2 SNORA7A MIR320A SACM1L DNLZ SUPT4H1 QTRT1 ERV3-1 RPS29 GTF2H4 ANG EML6 IFRD2 ZSWIM7 PHB2 ALOX12-AS1 AC025171.2 ZNF407 PPIAP31 CEBPZOS RNASEK FAM200A MIR1915 RNU2-17P RNU2-2P LINC02068 LAPTM4A-DT CCDC18-AS1 AC005076.1 HCG14 HMGB3P22 SBDSP1 PIGBOS1 LINC00511 SELENOOLP THRB-AS1 SEPTIN7-DT RPL41 LINC02038 LINC01715 RGS17P1 LINC02851 MIR194-2HG LIMD1-AS1 THBS3-AS1 MORF4L2-AS1 ITPR1-DT SGO1-AS1 DLEU2 LINC-PINT PCAT7 TRAF3IP2-AS1 LINC02777 SMG7-AS1 RPL34-DT EPCAM-DT GAS5 SNHG20 CHCHD2P6 RPS29P16 AC087294.1 FAM21EP PEF1-AS1 ZNF815P ZBED5 LINC01852 SULT1D1P NDUFA6-DT C10orf143 FAM21FP LINC00649 RNU7-1 SNORD13 MYLK-AS1 GET4 AC093627.4 ATP5PO PISD ARPIN AP5Z1 SOX2-OT CFAP57 HOTTIP RPL30P11 MALINC1 RAD51-AS1 MEF2C-AS2 RAB30-DT RRS1-AS1 PRR7-AS1 AC079089.1 AC096746.1 H2AJ ZBED5-AS1 AC090061.1 MARS2 AC008966.1 LINC02100 PSME2P3 ZNF436-AS1 LINC01411 ARPIN-AP3S2 HOXC-AS2 LINC00923 LINC02615 MALAT1 RNU1-117P SHLD3 HOXA10 HOXA-AS2 OSGEPL1-AS1 VPS13B-DT HOXA-AS3 ZFP91-CNTF HTD2 EID1 AGAP2-AS1 SBNO1-AS1 ITFG2-AS1 HMBS ZNF225 SMIM10L1 C17orf100 LINC02366 ZBED6 TEN1 AL160314.2 SRP54-AS1 RNASE4 AL359317.2 NDUFC2-KCTD14 USP3-AS1 MRPL46 AC025043.1 CRTC3-AS1 Z97055.2 TEN1-CDK3 AL023803.1 LINC02168 ZNF213-AS1 AC007216.4 NFE2L1-DT PPP4R1-AS1 LINC00909 MIR3678 SNORD95 AC012447.1 AC132938.3 CFAP298-TCP10L MIR3646 MIR4512 DSG1-AS1 MIR4757 UXT-AS1 ILF3-DT LIN37 AL031666.2 FAM156A CALR3 MICOS10-NBL1 NCBP2AS2 AC104109.2 IMMP1LP1 AC026979.2 AC013400.1 WDR5B-DT H4C12 INO80B-WBP1 H2BC6 PPP4R3B SCARNA16 LINC02340 H3C1 ORAI1 MIR7111 TYW1B H4C4 RPPH1 AL354696.2 ZNF426-DT RN7SL3 H3C10 LINC01126 CCDC163 ARRDC3-AS1 SNHG4 EBLN3P MIR4521 RN7SK ZNF202_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF202_TARGET_GENES BAIAP2L1 SEC62 HHATL IL20RA RAI14 HEBP2 FAM168A NLE1 EZR HOXA2 PRKAG2 TLX1 RFX4 SOBP TTC1 CCNG1 BBX CD160 PCDH17 EBPL NCKAP1L SDC4 TUBGCP3 EXOSC2 NAPSA SNAP25 HAPLN2 GGACT MDFIC MTO1 ZNF280D COPS3 TNFRSF11A WTIP RHBDD1 ALDOA NPAS3 FAM177A1 TRIP12 PLCL2 FMN2 SLC6A1 FCHO2 ETS2 BRINP3 EBF1 NOL6 SCN3B TUBA1C RND1 VANGL1 TDRD12 FES PRKD1 CCSER1 ZDHHC17 HAPLN4 SYCP2 BORCS6 ADA ELOVL2 ZNF358 TRIM15 PDE7A OR1X5P CPEB1 ASS1P5 ELOVL2-AS1 NR2F1-AS1 LINC01351 AC008040.1 RWDD4P1 LINC02202 RRN3P1 RNU6-826P CPEB1-AS1 AC027559.1 LINC00567 MIR4428 SNHG30 AC100812.1 CWC25 PGM3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PGM3_TARGET_GENES AGK RPS20 BAZ1B CLCN6 PTBP1 MAP4 KIF1B RELT USP36 GDI2 APPBP2 ISOC2 ABCA7 SBNO2 CDK13 PDE4A GOLGA5 PLEKHH3 PRKACA PDE8A ZNF532 MYDGF VPS9D1 MARK3 UNG CIC SRCAP JMJD4 KAT6A STARD7 MAPRE3 UIMC1 NOP14 SMOX ANAPC5 RPLP0 HECTD1 MFSD11 CIRBP GADD45B KDELR3 TTLL1 TRMU EIF5 MTG2 PGK1 COTL1 CIAO3 UBE2I TRIM35 SPAG1 EEF1D SNRNP70 PPP6R1 YJU2 RABAC1 LENG1 TBC1D13 GLIS3 ZFAND5 SFXN3 UBTF TUBD1 KPNB1 RPS6KB1 NAGLU FOXRED1 CDK2AP1 SENP6 ACAP2 CLCN2 ACTR1B STAM2 HDLBP STK11 KMT2A DYNC2I2 PTK2B FAM117A ZMYM2 MED13L USP9X XPO5 AHNAK GRK4 THRA CANX TRAF2 KDM4B HIP1 STRIP2 PARP2 SAFB2 ACTN4 RARA DNAJB1 PER2 PCBD2 KMT5C DHX34 HNRNPA1 RSAD1 KAT7 C9orf78 USP20 ARL3 SEMA7A CLSTN3 TPM1 PARN TOB1 CCDC40 HDGF RGL1 ZNF687 EIF2D SNAP47 COPS7B HERC4 TMEM219 MTMR12 SREK1 KLF10 SFXN2 PDE6D SSBP3 PSMG3 WIPI2 ZNF276 DIP2A SAFB SHC1 NLRX1 GBAP1 TONSL RPL8 SRSF2 EIF4A1 POLR3K SNRNP25 ARPC5 PRORSD1P ZNF513 POLR2H SLBP SAP30L NOL6 LRR1 COMTD1 DPCD ZNF143 ZNF606 PPIB CCNDBP1 TBC1D16 GNG8 MIDN NCKAP5L RAB4B HDGFL2 CDK2AP2 VPS37C ATG16L2 VASN MAPK1IP1L DDIT4 NT5DC2 SMIM4 PXK SEPTIN2 STAT3 ATP5ME FASN TMEM42 RNF34 HOXB9 POLH RAB4B-EGLN2 THOP1 NME6 SMPDL3A CKS1B MAP3K11 SMARCC1 CNP CNIH2 AC008969.1 PNMA1 MTHFR MAN1B1 TIMM22 GBA FAM20C NDUFAF3 DALRD3 SHARPIN MAF1 MROH1 SERTAD2 TIGD5 TRNAU1AP PAK2 RNF135 C5orf24 AP1S2 SRPRA XPOT EIF4ENIF1 FMNL1 SIGIRR UBALD2 INKA1 DMWD ZNF555 MST1P2 ARAP1 PDZD7 RSBN1L EXD3 SAMD11 FANCA TUBB4B NOXA1 TMEM120A SLC35E2B AP2A1 PCBP2 RAB40C QRICH1 APRT CRYZL1 RNPS1 MIR124-3 MIR191 ADAT3 RPS29 APTR POLR2J4 CROCCP2 LINC01881 SLC26A6 ZNF451-AS1 SCAMP4 C2orf92 TOB1-AS1 PSMG3-AS1 ZNF687-AS1 SNORD54 C8orf58 SAP30L-AS1 CERNA3 PXN-AS1 BCDIN3D-AS1 AC011921.1 AC072061.1 AC009065.4 LINC01238 AC073878.1 GTF2I AC025682.1 MIR4492 MIR3190 MIR4479 AC008105.2 AC132192.2 MAN1B1-DT SLBP-DT RN7SL2 RN7SL1 SVIL_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SVIL_TARGET_GENES TTI2 IL2RA LRSAM1 ELAVL4 MBD6 DDIT3 RPL12 RNU4-2 RNVU1-15 RNVU1-14 NEAT1 RNVU1-28 MPND ZFAND3 ATP6V0D1 LINC00477 SNORD118 LINC00511 LINC00486 SNORD13 DDX18P5 SNORD3A WIZ_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/WIZ_TARGET_GENES PRKCH ROCK1 PPP2R5C GTPBP10 CWH43 SENP5 G6PC LCP1 PPIP5K2 DIP2C FLCN ILK ZSWIM1 CASKIN2 TBC1D9B RNU6-199P FAM66C CYP1D1P MIR3925 SNAI1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SNAI1_TARGET_GENES STPG1 NIPAL3 ITGA3 RPS20 NME1-NME2 PTBP1 MAP4K5 PGM3 TACC3 AGPS NR1H3 PRKCH BCLAF1 RNF19A PI4K2B NOP16 R3HDM1 ADAMTS6 LAMA3 KCNQ1 MRPL43 NDC1 TM7SF3 TNPO3 DGKA POLR1H LAPTM4A SRBD1 CFAP20 LNX1 TFRC LLGL2 SLC24A1 ACTR6 TRAF4 SNRPA JADE1 MCCC1 CADPS2 GRHL2 ACOX3 METTL2A SULT2B1 DDX18 OAS1 USP48 SEL1L3 TMEM101 AAAS CIRBP PICK1 CYP2D6 ASCC2 PRMT5 AHSA1 NFKBIA NFATC4 CSNK2A1 SEC23B PLCB4 MGRN1 ZNF629 MMP15 ESRP2 FA2H NOMO3 TRIP4 RAB11A TMEM87A GABPB1 INTS9 EIF3E SNX16 KLHDC4 HNRNPL DMPK TBC1D17 TIMM44 YJU2 RPL18A PDE4C LSR ZNF14 GSK3A SMG9 LFNG SSBP1 SNX8 PHF14 NPDC1 PALD1 PPP3CB TWNK CCDC6 DDX5 C17orf75 PEX12 EFTUD2 NFKB1 NDUFC1 TBC1D19 EHD1 PITPNM1 MAGOHB KRR1 NEDD9 SOD2 MCM3 BRD8 KIF20A IK ARRDC3 PCDH12 FOXP1 EPB41L5 GCA PCGF1 ODC1 ATF2 NFE2L2 WDR77 ATP5PB PADI2 TXNDC12 KMT2A TJP2 SET BSPRY WDR11 KIF18A ZRANB3 MTERF4 NAA60 RPL5 ZNFX1 SNAI1 STX16 IL17C POLR1B ZNF133 EIF2S2 PCID2 PRRG2 RAB3IP OSGEPL1 CHAC1 VPS13C FOXA1 SHC2 LAMA5 UBE2M ATG4D GSE1 MGAT1 ACLY NDUFA2 ANKHD1 ITGB4 H3-3B NASP DSTYK IL15RA ACP2 BTF3L4 TMEM165 COL4A2 CCDC146 TSPAN31 ZC3H10 EMX1 KLHL36 TSGA10 MED4 RPS6 PIM1 SLC22A23 C6orf52 YAP1 UACA RABGGTB MFSD13A PPIG APH1B INTS14 G3BP2 GSTCD INTS12 FGD4 NDUFA9 MARCHF9 DUSP6 CUL4A TTC6 MFAP1 ULK3 SCAMP2 PRPSAP2 TOB1 NPEPPS GNAL WRAP53 P3H4 GRB7 FKBP10 IFNAR1 CAPN10 NOSIP PGD TOR1AIP1 TUFT1 ZNF687 TTC13 G3BP1 HIGD2A WTAP HMBOX1 PLPP5 MAL2 GPR107 DPH7 ADIRF SYT8 INTS4 C11orf52 CNBD2 ME3 VIPAS39 EPG5 POC5 HOMER1 CAST TMEM87B UBP1 TRMT44 C8orf37 ATAD2 PAXIP1 VPS26C GRHL3 CCAR2 ZFYVE28 ABR ZNF233 AGPAT3 RDH13 DEDD2 FDPS RBBP4 BROX TSACC CCT3 CRELD1 MFSD8 ABHD18 IL15 ERAP1 TMEM184A METTL2B PRSS37 FBP1 STRBP SKA3 TAF3 LARGE2 MCM7 SEC11C IQCD PPIB PCLAF STAT6 SMAD3 MAPRE2 CCDC103 PRR15L COQ7 MYO5B TMC4 ZNF526 DEGS2 TMEM129 MRPL1 SIN3A METTL15 PYM1 ATP6V0E2 TRIM8 SCAND1 KSR2 MLLT3 FRMD5 ISG20 BANP ADCK5 MRPL57 GLRX MAP3K11 ARV1 SCAI JUP FAM174A C12orf76 GOLT1A NDUFA11 MED16 KDF1 ZBTB8OS MIR7-3HG DEAF1 TMEM80 EPS8L2 ZFAS1 PAWR MIEF2 GBA LCN15 NDUFV2 PLEC ZNF354B ZNF223 EDC3 TMEM125 WSCD1 PSTK CLDN7 TDRKH CYB5D1 NAA38 NUDT14 POU6F1 SEPTIN9 SERINC4 MUC6 SEMA4B NELFA FAM174B WASH3P AIDA ZNF749 MST1P2 TPCN1 CDRT15P3 HEXIM1 KANK3 ESPN SHTN1 PRR27 VMAC IER5L C19orf54 ENTPD8 ASTL ZNF775 MAN2A2 SLC30A10 ZSCAN16 ZSCAN25 KIAA1671 ZNF785 NOL4L KANK2 MBP HSD17B11 ATL1 MT-ND6 MT-CYB MTCO3P12 MT-ND5 LRIG2 MT-CO1 ZNF358 SELENOT MT-ND4 MT-ND1 CAPZA2 MT-ATP6 C1orf174 MT-CO3 MIR375 TDRKH-AS1 C6orf99 FAM229B MRPL38 BAG6 DDR1 ZNRD1ASP AKT1S1 ATP6V0E2-AS1 C12orf73 CFAP99 SNORA80B SNORD45A MIR7-3 SNORD12C MT-TL1 MT-TF MT-TV MT-RNR2 MT-TQ MT-TW MT-TA MT-TN MT-TC MT-TY MT-TS1 MT-TD MT-TK MT-TR MT-TH MT-TS2 MT-TL2 MT-TE MT-TT MT-RNR1 IGLV6-57 RNA5SP210 MT-ND4L SFT2D2 HEXA AC019080.1 GANC REPIN1 AMZ2P1 FAM185BP FAM187A STARD10 IFRD2 UBXN2B MSMP CROCCP2 MIR933 SYCE3 TATDN2P2 NBPF1 MIR1302-3 PPP3CB-AS1 EXOC3-AS1 LINC02142 LAPTM4A-DT LINC01342 AC097468.1 HCG14 DUX4L9 HSBP1L1 WDR11-AS1 SPANXB1 MT-ATP8 WEE2-AS1 LINC01939 RASA4CP AL669831.3 TPI1P2 USP17L24 LERFS LINC00957 UNC5B-AS1 LRIG2-DT SNORD54 NME1 HYPK GABPB1-AS1 SEPTIN7P14 PICART1 PGAM5 AC025263.1 AC008966.1 SMURF2P1 MTND5P11 AC124852.1 HAUS5 SRD5A3-AS1 USP17L16P LINC01596 PRAMEF31P RNA5SP162 OSGEPL1-AS1 CERNA3 EEF1G STX16-NPEPL1 ANKHD1-EIF4EBP3 ZNF225 ODC1-DT AL132780.1 FNTB AC073569.2 LINC02320 CEP95 DUX4L18 AC051619.4 SLC22A31 HEXA-AS1 DUX4 AC009107.2 BOP1 AC099518.4 ROCK1P1 MIR3621 MTND1P15 MIR4648 SEC22B ADIRF-AS1 C2orf15 AC009275.1 NPEPPSP1 LINC01297 EIF3FP1 MIR8078 FRG1DP GTF2IP12 MIR4531 CBX7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CBX7_TARGET_GENES M6PR CYP26B1 CDC27 COPZ2 CREBBP GCFC2 DLX6 CCL26 GAS7 PAX6 PAX7 NCAPD2 NME1-NME2 EXTL3 PSMC4 DPEP1 RUNX3 NDUFS1 POU2F2 ATP6V0A1 DEPDC1B RPL26L1 TRIO LSG1 CAPG AP2S1 ZIC2 EPHA3 PREX2 POLR2B HDAC9 CAMK2B SLC2A3 VMP1 U2AF2 NGFR AP3D1 ELAVL1 RRP15 SYT1 GNB5 NDST1 CFAP20 MARK2 MCM2 NCBP3 HACD3 TIMM21 FMO4 KLHL20 TPD52 PIK3C3 ZCWPW1 IGSF9B CXCL2 BZW1 FAM135A COL19A1 GSK3B RNF13 TNPO1 ZNF213 MAST2 GMCL1 GNAS RFX2 GNA11 EDEM2 SLC15A1 KIF9 FUS GRAMD1A NECAP1 CHRD PABPC4 MCOLN1 PITPNM3 SPAG7 OSGEP SNAP23 MRPS18A TRIOBP HSCB CHKB TNRC6B PAPLN ACIN1 TRIP11 APEX1 ABHD12 PRELID3B IDH3B MAPRE1 ACTR5 MAP1LC3A UGGT2 WDR59 CLUAP1 RPGRIP1L MAZ RAB11A TTC23 ZNF106 PDGFRL SFRP1 STK3 GSDMD INTS10 ERI1 KCTD9 ECH1 SNRNP70 PPP1R13L TNNT1 GPI PIAS4 CLIP3 CCDC9 MEGF8 TNPO2 PIK3R2 PDE4C WDR91 SSBP1 PTPRZ1 PHF14 LHX6 PDLIM1 SEC23IP MICU1 LHPP RPL28 GOSR2 PNPO CDK5RAP3 PIGL HDAC5 ABCC3 HLF GAR1 TBC1D19 SC5D CHORDC1 UBE4A AIP EXPH5 PRPF40B MLEC GPN3 AKAP3 KRR1 MRPL51 CHD4 COPS7A CHPT1 ZNF451 CCNC COX7A2 PRPF4B TENT4A FAF2 PRLR FGF1 C9 GNAI2 TFG BBX ATP6V1A KLHL18 COMMD2 EEF1B2 KANSL3 ACTR3 SF3B6 PSMD14 RPS15 INO80B TLX2 DOK1 EFEMP1 EFHD1 FHL2 RNF19B SFPQ ZBTB17 NR5A2 ADPRS RLF NSUN4 RSRP1 POLR1G STK11 SLC8A2 RPS25 CREB1 DCLRE1B CCNI SATB2 SENP5 AREL1 MLH3 GPAM MXI1 ARMH3 HOXB3 PANK3 SEC16B TGFBI ADRA1A COPS5 NAA50 PDS5A KLHL7 EBPL ZC3H13 MMP19 SPATS2 HOXC12 TUBA1B PFKFB2 SLC12A4 BTN2A3P XPO5 ABCC10 MED20 NRN1 CNOT1 SLC25A35 MSTO1 MIR9-1HG BARHL1 MBOAT7 CD70 RBCK1 CITED1 CHURC1-FNTB TMEM115 IFI6 HIVEP3 BCL11B RNF6 PEX1 POT1 LSM8 CDHR3 PSMA1 SLC44A2 NGDN AJUBA TOMM40 LSM4 CLIP1 MPP1 NR1H2 GFPT2 ANKHD1 EXOC4 ABHD12B ENOSF1 UTP3 H3-3B IGHMBP2 MMACHC NASP LPIN3 XPO4 DSTYK CCNA1 WDR74 C1QTNF6 C12orf29 TMTC1 AMPD3 CTIF MBD2 IER3IP1 AP4B1 RBM17 KCTD1 SOX3 DTNA ARGLU1 NAA35 RINT1 EMX1 CYP27A1 CAB39 NEK3 COG3 IGF2BP3 NUP42 TEX2 LIMD2 TBR1 LRRC8A TMOD1 RPS6 TFAP2A BPHL VARS2 NUMA1 CCDC90B TRPC6 SLC37A4 RTF1 ASNSD1 BMPR1B SEPTIN11 GSTCD INTS12 MTTP MAPK8IP3 NDUFA9 KLRG1 SLC15A4 STON2 POLG GCSH NDUFB10 GAS8 MBD1 FBXO15 DPP9 SOD1 RPL11 KIAA0319L SYPL2 MTF2 UFC1 TMEFF2 UNC80 RABL3 RUBCN KLHL8 IQGAP2 ATG12 GABRA6 GABRB2 RARS2 CREB5 ATXN7L1 MEPCE LUC7L2 TAF1 CSGALNACT1 DPYS CDKN2A MINDY3 MIA2 UBC ENKUR CACNA1C UBE3B TEX30 CSNK1G3 MIPOL1 FRMD4A CENPU SAV1 ZNF385D ARL14EP ATP5F1A HAUS1 TGOLN2 SH2D6 TRIM36 IGSF10 BMP3 DAB2 LGI4 SREK1 ROBO3 DISP1 SLFN13 FBXL18 ATP6V1C1 C9orf85 SPAG17 RAET1L WIF1 RPUSD3 DYRK1A ERG DGKI AP3S2 LRRC43 COPG2 NIT1 TOMM40L DONSON UBE2Z IGF2BP1 ARHGAP27 PTMS ZFYVE28 CCDC107 CALM3 CPAMD8 UBE2Q1 MRNIP PCYT1A SPSB3 SHANK2 UBXN1 NXF1 TAL1 GMEB1 GFI1 C1orf74 TYW5 MAIP1 VSNL1 EN1 PAQR3 SUCLG1 PRKCI RPL22L1 NKX6-1 ATXN7 MTHFD2L SHISA5 SPRY1 HPGD ADGRV1 SLC25A46 GPX8 TBX20 GPR85 LMTK2 PEX2 FMC1 PSIP1 METTL2B TAF3 PDZD8 BORCS7 IFTAP ZNF3 BMERB1 TMEM170A PIP4K2C NAT16 ENDOG CDK12 VKORC1 RAB8A ZNF701 CDC42EP5 SPINT2 UBXN6 ZNF598 SLC3A2 PAFAH1B2 KIAA1586 BMI1 MPLKIP LGI3 ZNF608 E2F6 CSNK1G1 CPT1C LMAN2 ZRSR2 SDC2 TMEM42 VGLL2 CDK1 SETMAR KRT8 DLGAP1 TRABD POLH TSEN34 TANC2 PKIA KYAT1 FAM98B ZNF439 BCL2L1 ZNF570 ZNF554 EIF2AK3 TP53RK ALG14 MCRIP2 BANP CFL1 NAA16 SULT1B1 PIFO SNX31 PRPF8 ZNHIT2 DENND4A BRSK2 B4GAT1 RESF1 PDE12 ZIC4 PCCA ERCC4 SUGCT NR2F1 RUVBL1 FOXG1 PRR15 CNTD1 ZNF843 SHMT1 RABEP2 NHLH2 GBA FAM87B AP3S1 ZNF114 SH2B1 NEUROG2 SLC25A20 SUZ12 GRINA EXD1 C14orf39 PER1 RAD23A ELMOD2 SEPHS2 C14orf119 NKX2-6 RCC1 YOD1 SOX2 TMEM259 RAD51B KIAA2012 CLN8 PRKCZ-AS1 WT1-AS CCDC159 ZNF438 CHEK2 COA3 STING1 TMED9 BTBD6 BRF1 ZBTB37 MAPK11 ZBTB3 THNSL1 LRCH3 CYP2R1 SMYD4 TMEM232 RNF220 CHP1 IFT140 ANKRD19P C6orf132 GTF2F2 COL25A1 MTF1 BLOC1S3 C8orf76 POM121 CD55 ZNF140 ZNF569 AFAP1 SULF2 TRAPPC4 NHLRC2 SERTAD1 ZNF682 C6orf141 FITM2 GATA3-AS1 SVIL ZNF786 TTC30A AKAP17A QRICH1 PHETA1 TXNRD1 MDM4 CALM1 MT-CYB MTCO3P12 PAX9 MT-ND4 MT-ND1 DCLRE1A MFAP3L SGMS1 RNVU1-3 RNU6-563P EEF1AKMT2 LIN28B-AS1 SNHG32 MSH5 BAG6 ZNF805 HLA-C MIR1915HG AC008429.1 FAM216A CHKB-DT C5orf51 PLPP6 DNAJC19 SNORA24B RNU6-2 MIR9-1 MIR199A2 MT-TL1 MT-TY MT-TR MT-TT MT-ND4L RPL7AP60 HMGB1P37 STIMATE CENPBD1P1 GTF2H4 SEPHS1P6 SMCO1 FOXI3 RAD51AP2 RPS4XP9 FAM228B PLXNA4 RNU2-37P LGALS8-AS1 LINC01133 HAR1A CFLAR-AS1 ADAM1B ATE1-AS1 LBX1-AS1 RPL35AP2 CSE1L-AS1 TARID PCAT6 HDAC2-AS2 HOTAIR WEE2-AS1 ZFAND2A-DT LINC01315 LINC02865 DNM3OS FOXD3-AS1 LINC02541 HAR1B AC007098.1 DLX6-AS1 LEF1-AS1 HCG21 EIF2AK3-DT SP2-AS1 GAS5 ZNRF2P3 NSA2P1 AL354761.1 CECR7 RUVBL1-AS1 NME1 CDRT4 RN7SKP241 SNHG3 HOXB-AS4 FOXP1-AS1 LINC01391 LINC02453 AC008393.1 LINC02447 LINC00461 ZNF585B DRAIC SEPTIN7P14 AC040168.1 UBL7-AS1 GDNF-AS1 STIMATE-MUSTN1 C8orf34-AS1 TMEM150C BMPR1B-DT TUBA3GP TRGV7 LINC01596 RNU6-551P RNU6-1073P STAU2-AS1 ATXN7L3B AC019257.1 LYN CHKB-CPT1B ANKHD1-EIF4EBP3 AP001107.9 SNHG1 ZNF350 FOXG1-AS1 CHURC1 CTXND1 HOXB7 PPIAP47 AC009107.2 AC124068.2 LINC00662 AC005670.1 LINC01569 ZNF213-AS1 SUZ12P1 MIR3190 TXNIP ZNF833P TAF5LP1 AC006504.5 THA1P ZNF114-AS1 AC020907.3 BORCS7-ASMT AL031055.1 GAR1-DT DCP1A ZNHIT3 LHX1 INO80B-WBP1 PCCA-DT SNORD25 MIR6068 FRG1HP DACH1 SNORD26 LHX1-DT CCDC163 FOXCUT GTF2IP12 TMEM176A SLC7A2 ITGA3 TRAPPC6A BAZ1B PHLDB1 B4GALT7 TPR CELF2 TLE2 FAM107B MAST4 RAB27A MGAT4A SLC25A3 ITGB5 ERC1 GRHL2 MECOM GNAO1 CNOT3 BAMBI NUBP2 SIRT1 MYO9B TTLL1 RBFOX2 ATG4A MAPK3 CRISPLD2 IGDCC4 FAM189A1 CSPP1 BNIP3L GYS1 HOXA2 URGCP ABHD17B GATA3 MTMR4 CHRNE PHOX2B MAPK10 KCTD10 C6orf62 ZBTB24 SLC16A10 THBS4 SUB1 GNAT1 STAM2 LOXL3 IGFBP5 OTX1 DLX2 WRAP73 LGALS8 RAB29 ABCD3 ARID1A FOXO3 FCF1 HOXB8 ANXA11 ITPR2 PLP1 UNC5CL BMP4 NKX2-4 MMP24 MACF1 PIMREG FOXA1 PGLS CDK8 MYH11 ORC3 APPL2 PHF11 ITM2B IREB2 TRIM54 PCDH10 SMARCC2 RHOF BNIP2 RHBDL3 DMRTA2 CGN ADAMTSL4 EFNA3 LYST NT5DC4 DLX1 SNCA SFRP2 MAP11 TLK2 BAG3 TMEM178A POU4F1 OBI1 PTPRK FAM161B FBRS GATAD1 MX1 SKI PPP1R9A ATP6V0D1 CFAP410 C19orf47 BDH1 MED11 LHX8 ATF3 NIPAL1 TPRA1 ELOVL7 CASP3 IQUB HEY1 PCDH19 GLB1L3 ANGPTL4 IGFBP6 HSPBAP1 SLN ARMC10 CHD7 MOB3A IL17D EFEMP2 PSME3IP1 RAB43 NMNAT1 CBX2 C1QTNF1 EVX2 PAAF1 FOXC2 OLIG3 ARIH2 ZFAND2A DNAJC22 BEND3 PARP10 YIPF6 LRTOMT CIB1 TLCD2 LIN28B P2RX2 ZNF490 FAM47E PAX5 ANKRD36B SLC22A20P RPS4X MB ARMH1 MT-ND6 TMEM184B BHLHB9 SOWAHA RORB SNORD48 RNA5SP240 ZDBF2 DAXX APOM PSORS1C1 AC134312.1 CFAP99 RNY3P4 MIR320A MT-TA MT-TN MT-TC MT-TH MT-TS2 MT-TL2 MT-TE CLIC1 XPOTP1 MIR17HG SKOR2 MIR1915 HCG14 LNC-LBCS UBAC2-AS1 ABHD17AP4 AL669831.3 FEZF1-AS1 LINC01972 KLHL7-DT STMND1 MTND4P24 SSBL3P1 MED14OS ARHGEF7-AS2 CPB2-AS1 COX10-AS1 NR2F1-AS1 LINC01143 SNORD123 SOX2-OT UBE2V1 H2AZ1-DT RORA-AS1 COL25A1-DT FGF10-AS1 MTND5P11 UBE2HP1 AL132780.2 MIR4311 MIR5188 LINC01775 EGLN2 RMRP FMC1-LUC7L2 LINC01607 LINC01115 FAM47E-STBD1 SNORD27 TRBV13 PTTG1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PTTG1_TARGET_GENES GTF2IRD1 UFL1 AP2S1 BCAT1 VMP1 AFF4 UBA5 ASAP3 RIN3 TRIB3 ERI1 LEPROTL1 TULP2 TIMM50 CARD8 ACBD5 NAGLU CDCA3 SYF2 PPP4R1L MKKS LRRC61 CCDC136 SEC14L1 NTPCR TMEM14B DENR PCSK6 CPNE2 CMTM3 NOSIP STRIP1 SLX4IP RBBP4 EOGT DNALI1 TMEM161B VDAC2 ZFYVE1 WBP1L ATF7IP2 CLPX GNG4 DHRSX NUPR1 CRYBG2 ZBTB8OS MIR7-3HG SEC24C SAMD9L OPLAH LSM10 TRMT12 SUMO2 MAK16 RNU6-194P SUGCT-AS1 MIR7-3 UCA1 LINC02577 AC005532.1 MYO3B-AS1 AC004990.1 STXBP5-AS1 SNHG20 ANKRD65 ZSCAN31 LINC01732 PSME2P3 LINC01088 NIFKP7 AC083973.1 LINC00824 LINC02252 NBPF11 MIR4766 ZNF8-ERVK3-1 CARD8-AS1 ZNF8 PCAT14 HAND1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HAND1_TARGET_GENES FUCA2 HSPB6 GCFC2 AGK ALDH3B1 MARK4 CCDC124 ADAM22 ST3GAL1 LRRC23 SCMH1 FYN ISL1 ADGRA2 IKZF2 FAM13B RANBP3 ARID4A APBA2 METTL1 RAI14 SLC66A1 GEMIN8 VPS13D NEDD4L FOXN3 AKR7A2 ENTPD2 MTA3 CDK17 CTDP1 SPHK2 RPL18 U2AF2 PKM SIRT2 KCNAB2 FSTL3 MNT GLI2 SEMA3C CELSR1 NT5C2 CTTNBP2 ACTN2 MAP2 PIAS2 ACER3 CBFA2T2 RUNX1T1 CDC14B ZNF510 EPB41L3 KAT6A ITGAE SSH1 APLP2 EPS15 DNM1L GNA11 ANKRD10 TFAP4 PDCD7 SPG21 OSBPL8 SUPT16H ECHDC1 HDAC6 GABRP EFHC1 SYDE2 BCL7C PALM KLHL22 MED15 NOP56 CHMP4B MID1 HSDL1 CSK RAB2A VRK3 ERF PON2 MET TMEM245 KDM4C UBE2S WNT3 SMURF2 RNF141 MDK CHKA CAPRIN2 SLC11A2 MAGOHB SCNN1A LTBR ARHGDIB SPSB2 CMAS RIC8B SLC22A2 SRF SEMA5A NNT ARRDC3 PDE4D WWC1 GNB4 EIF4G1 ACTR1B ACTR3 DNAJC27 RTN4 STAT1 IL1R1 ID2 CACYBP ASH1L FBXO2 OLFML3 CDK18 BLZF1 MAN1C1 KPTN TNNT2 TNFAIP3 FBXL5 CCDC92 NKX2-3 GPAM DUSP1 SLC35B1 POPDC2 DESI2 ZNF639 ACVR2A DNAI1 TUBA1B EEF1AKMT3 AMD1 EXOSC9 COQ8B DOK4 RALY PCID2 BECN1 AHDC1 CRYGN PKMYT1 GNAI1 RAC2 ICE2 ALDH1A2 CDKN2D PHF10 SH3BP4 CDC16 MTRES1 ZNF426 PSME3 DIAPH1 ARHGEF11 PIK3C2B SLC38A2 HOOK1 CLDN10 TPP2 HRK BICDL1 NHSL1 HEY2 SMPD2 DYNC1LI2 GLUL NPL C2orf49 TBRG4 SKIL DAB2IP UBAP2 CMTR1 RNF121 SORL1 RDX TTLL7 KHK PPA2 KIF21A CUL4A FRMD6 NCOA2 ADAMTS18 CDH11 ASXL3 MINK1 P3H4 FKBP10 GEMIN7 ZNF473 ZNF614 RERE FHAD1 EFHD2 NME7 MBOAT2 ST6GAL2 FBLN7 PKP4 CSRNP1 NXPE3 AMT MUC4 TBCK PDGFC SHISAL2B LHFPL2 BOD1 ATP6V1B2 PSKH2 SYBU ASB6 TCF7L2 DGKZ CHEK1 VPS51 KCTD14 FAM160B1 BICD1 CCDC122 MGAT5 ATP5F1A CDYL RBMS1 THY1 DNAAF1 SRSF12 ANKRD40 MARVELD1 USP25 SLC16A1 KCTD18 PSD3 SVOPL KCNB1 WNT9B SYNJ1 HLCS CTBP1 SSU72 VMA21 AGPAT3 ZNF761 ST6GALNAC6 MFSD12 LEMD2 AK4 PEF1 SMARCAD1 S100A11 HIPK1 NAXE SGO2 CDS1 AIMP1 ELOVL7 ADGRV1 CASP3 PRIMPOL SVEP1 CFL2 ZNF22-AS1 AMOTL1 AP1G1 ANKDD1A MAPRE2 SGSM1 CDK12 PROSER3 MGAT5B RNF187 LMBRD1 PDHB PXK RAB31 DNAJC21 TPTE2P5 ENHO LUZP1 LIMS1 FRMPD2 SLC30A1 TRIAP1 PAQR8 SLC25A33 P2RY6 FAM222B KDM2A HSPB7 RESF1 RSRC1 DRAP1 C11orf68 CRLF3 MYO1D VSIG10 IRAG1-AS1 ZBTB34 ULK1 TBL1XR1 HASPIN ZNRF3-AS1 AC068473.1 RFLNA EDC3 ZNF664 LACC1 MYADM PDXDC1 GPBAR1 PSTK GAS1 GLIPR1L2 CAPS2 FER1L6-AS1 NME9 AMIGO1 SIAH2 IDH2 FAM181B FAM89A SH2D7 CBX6 PLA2G6 SEPTIN9 PRMT3 PPIL6 P4HB LAMP1 PTCH1 GABRA5 MST1P2 CLCNKA TMEM17 MITF EPOR SPRY4 WNT7B DPYD NDUFA4 SP6 ZNF527 HDAC2 S100A2 MAML3 CTBP1-DT SCN8A FAM163B ZNF682 CPLANE1 PARVA FAM114A1 ELOVL2 ZNF813 ABCA4 MT-ND6 MTCO3P12 MT-ND2 ALPK2 INPP5F MT-ND4 MFAP3L SERTAD4-AS1 MROH6 CRYZL1 RP9P RAB12 CFAP44 MIR574 MT-TF MT-TV MT-RNR2 MT-TI MT-TM MT-TH MT-TS2 MT-TE MT-TT MT-RNR1 SUPT4H1 KCTD11 CROCCP2 PPP2R2A SLC12A8 RN7SKP114 DNAJC27-AS1 LINC01763 DHRS4L1 SATB2-AS1 SLC16A1-AS1 ANKRD18DP MYADM-AS1 LNC-LBCS C2orf92 HDAC2-AS2 RASA4CP AL669831.3 LINC02028 NPAS2-AS1 ELOVL2-AS1 ANKRD18B HM13-AS1 ZNF341-AS1 DIRC3 LINC01271 LINC02609 EIF2AK3-DT ID2-AS1 PPP1R3E LINC00957 HIPK1-AS1 PEF1-AS1 CDYL-AS1 CBR3-AS1 AL391832.2 PAXBP1-AS1 CDRT4 MRPS17 SUGT1P3 COX19 TCAM1P RPL13P5 ISY1 TPM3P9 LINC00882 KCTD7 DUBR ETV5 AC105285.1 LINC02709 RORA-AS1 DACT3-AS1 AC010198.1 AC096746.1 AC044802.1 NR2F2-AS1 LINC02062 LINC02171 LINC01301 TRNP1 PINX1 AP002495.1 GATC AC079385.1 AC025031.2 HIF1A-AS3 CTXND1 IDH2-DT AL512408.1 AC034111.1 ADAMTS7P3 AC073878.1 ISY1-RAB43 MIR4492 ANXA8L1 MIR4289 RN7SL73P AC091198.1 NAPA-AS1 EGLN2 C2orf49-DT CWC25 FRMD6-AS1 MIR4727 MIR6124 MRPL30P1 RAB7B ACACA ZNF426-DT ARRDC3-AS1 EGFR_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/EGFR_TARGET_GENES DVL2 ACTB C12orf57 RHOB JUNB CSKMT MALAT1 C11orf98 F10_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/F10_TARGET_GENES VPS41 AASS MAP4K3 ATP2C1 ADGRA2 ATP6V0A1 PEX3 CP LTBP1 NEDD4L CYFIP2 PKN2 EML1 TRAM1 MEF2A ABCC9 SLC44A1 MAP2 SMARCA2 AFP SEPHS1 ZW10 EDEM2 TMEM230 DHX32 NRCAM DLD ARHGAP5 CDK5RAP1 KLHL4 NFAT5 ZNF821 EYA1 NBN NEFM CDK6 NAMPT ITGB8 PTPRZ1 RBM28 MPDZ TRDMT1 INTS2 AKAP10 SMARCD2 YWHAE CRACD RAPGEF2 MLEC C12orf57 COX6A1 NEDD9 ASF1A QKI FAM120B SLC29A1 HMGCS1 THG1L FRMD4B COMMD2 PLCH1 KANSL3 ACTR1B CENPA NRBP1 STAT1 EHBP1 C2orf42 TIA1 EPHA4 RBBP5 CCN2 GTF3C3 DUSP4 TNFRSF10B B4GALT4 CXCR4 MTERF4 SEMG1 SLC10A2 PLAAT1 MYO1B THAP10 AJUBA EGLN3 AAR2 ZNF341 SH3BGRL DIAPH1 MAP1B VSTM2L SPART SLF1 KCTD1 SOX5 FHOD3 USP30 ANKRD6 SYNCRIP PKIB GLUL USP44 APPL2 NRM LRRC49 UACA ZNF280D FBXO11 OLA1 ARHGAP24 FGF2 BMPR1B VPS33A MDGA2 TCF12 IGF1R ZFHX3 GNAL AKT1 CCN1 MTF2 GPA33 ILF2 SUMF1 PHLDB2 PDGFC SSBP2 TENM2 PHIP TIAM2 OGT PARD3 C11orf49 NCAM1 SRFBP1 SCHIP1 SETBP1 RBMS1 NCAM2 ANKRD40 DKK2 MOV10 GRIA1 RBPMS AGAP1 UBE2Z RGS12 NR2F6 DNAJB4 STK36 GTPBP8 PRSS12 STARD4 RHOBTB3 GPX8 TLR3 TXLNB TMEM71 DIPK1B SALL2 CACNB2 PRTG MMP10 PBX3 CDK12 TRAPPC9 KCTD6 COL3A1 STAT3 CXXC4 SDC2 TAPT1 CTNND2 UBE2E3 RNF150 NFXL1 ELOVL6 CDH2 KIAA0232 GSTA4 ZNF57 JMJD1C TNKS NABP1 AGFG1 RGMB LARP7 NR2F1 LRRN1 LYSMD3 SPHK1 TCIM GBA ZNF518A CSRNP3 C10orf67 TCAIM CAPS2 H2AW IST1 CREB3L2 SPATA13 MAML2 POU3F2 PDE4B INTS5 KLHL32 ZC3H6 ADAT2 MYO6 ARHGEF12 DTHD1 HMGN5 LRBA GRM3 DMD SGMS1 MIR302C MIR302D RNU5B-1 RNU1-23P RNU6-263P RNU4-91P RNU4-8P VTRNA1-3 DHX16 GABBR1 INSYN2B ANKRD28 RNVU1-15 MIR302A PPP1CB MIR99AHG TENM3 ZNF579 PPP3R1 MIR1538 RPL23AP53 MIR3681HG JPX HSPD1P9 PTGES3P3 AJ009632.2 LINC01650 AL031666.1 DARS1-AS1 LEF1-AS1 LINC01114 LINC01830 RBMS3-AS3 LINC01069 MIR7515HG LINC01186 LINC01852 KCND3-AS1 KLF7-IT1 RPL21P112 RNU7-27P RNU7-1 AP000787.1 LACTB2-AS1 AP000802.1 DPH6-DT APELA MIR302CHG LINC01603 ATXN7L3B LINC02730 PGAM1P5 AL132780.2 AL096869.2 IRAIN LINC02280 CAHM RNU11 MARCKS ACACA HBZ_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HBZ_TARGET_GENES SCYL3 C1orf112 STPG1 ANKIB1 AOC1 CFLAR PLXND1 MPO PON1 ITGAL PDK2 GDE1 AP2B1 ETV1 PIGQ NADK NCAPD2 DPEP1 ATP2C1 WWTR1 NRXN3 NDUFS1 ALAS1 AKAP11 FAS MIPEP PRKCH B4GALT7 IKZF2 MAP2K3 CLEC16A MYO16 TNC RETSAT TG HDAC9 LTBP1 ARID1B LIMA1 SYNE2 MSH4 PRDM1 UNKL STYK1 MON2 TM7SF3 CHI3L2 FAM107B TBC1D1 PDE4A SP100 PKM TP53BP1 OTUD5 BCL3 CLEC2D NEDD4 MAPK6 SMG6 AP3M2 PABPC1 WDR1 ING3 MARK2 AP1M1 SCARB1 CDHR2 DPP8 NUP37 TTC38 BCAP29 SEC31B DGKD PPP2R5C THOC1 OSBPL6 SLC1A3 SP140 EPB41L2 SLC4A4 SMARCA2 PSEN1 TCF7 MEF2C CDC14B XPO1 GSTP1 CD59 PREP MTIF2 ATG16L1 USP40 PTHLH C3orf18 FKBP1A SNX5 TMEM230 KIF16B GRAMD1A OTUB2 DDX24 STRN4 DLD MFSD11 VNN3 LRRFIP2 CBX5 NXPE1 PDE6C WAC NRP1 SETD1A TECR SEZ6L TFIP11 MYH9 IFT27 FAM118A PYGL DDHD1 PSMA3 DAAM1 ITPK1 PCNX1 CHD8 NFATC2 NELFCD TM9SF4 TBL1X CENPI INTS6 MLYCD CRYM XYLT1 VPS35L LACTB CTSH ATP8B4 SPG11 PDGFRL RP1 TRMT1 LILRA1 PPP6R1 ZFR2 BBC3 CDC37 ZNF175 ELOCP28 MPP6 GRB10 RBM28 RHEB GCK LIMK1 FUBP3 BAG1 ACTA2 MAP3K8 RNF43 GOSR2 PIGL CAMTA2 PFN1 EZH1 PHF12 VWA5A DTX4 PRPF40B RAD51AP1 CDK2AP1 RWDD1 MCM9 SASH1 OPRM1 SRSF3 IL17F CD83 PHF1 CLIC5 HARS2 CEP72 PFDN1 ARSB CPEB4 CNTN3 CBLB MRPL3 COMMD2 DGUOK CYTIP NRBP1 LOXL3 FN1 STAT1 ELMOD3 CNPPD1 HDLBP PRKD3 SLC25A12 SRSF7 ATP6V1B1 PARK7 MECR RHOU GON4L DOCK7 PHTF1 CD160 PRDX1 RCOR3 STMN1 IFT46 CREB1 CNR1 ANKRD13C AKAP7 SGK1 DNAH7 TJP2 PTPA NEK6 ATAD2B HOXB3 MOB3B NUP43 PCMT1 KIAA1217 NR2C1 TMPO CLU TENT4B TAS2R7 PRXL2A EGR2 P4HA1 ACTRT1 CENPK USP45 NMI BAZ2B CDH26 TCP11 SSUH2 DMAC2L CD70 TNFSF14 EML2 TMX4 SNRPB MGME1 CCR7 STATH NSRP1 BEST3 MACF1 TICAM1 TPST2 MYO1B ALDH1A2 PALLD AFDN MAP1S EIF2S3 ZC3H4 LATS1 ACSS2 GFPT2 PSMC3IP FMO5 MCCC2 CHSY1 ITGB4 DCAF8 CTNNBL1 CHRM3 TRPC4 WDR74 LRRCC1 AMPD3 NUMB THUMPD3 MEIS2 PTPN22 SLC38A2 IL6ST IL2RA EMP1 SOX5 PDGFRA UBAC2 STT3A TMEM243 HNRNPA1 MDM2 SP110 DOCK10 ARMC9 CAB39 SLC41A2 PHF11 COG3 NDUFB5 KCTD3 BIN1 SMC2 NIBAN2 STXBP1 TMEM63B SLCO2B1 RAB30 SQOR SULT6B1 PREB CENPO MYOF ATIC HECW2 PPCDC KIAA1109 PPA2 PPP3CA NDUFA9 POC1B SLC15A4 TMBIM6 TMX1 SCAPER PDPK1 KSR1 ARSG CLTC GREB1L WRAP53 TP53 PMAIP1 NUF2 F13B ZNF687 TARS2 ANP32E MEIS1 THNSL2 SLC4A10 GULP1 METTL21A RETREG2 ARL6IP5 ADGRG7 NCEH1 ECE2 GC CDKAL1 RASGEF1C FGD2 IRAK1BP1 ATXN7L1 TLK2 CCDC25 ATP6V0D2 RSPO2 GSN GPR107 ZEB1 FEZ1 ALDOA MPP7 ABCB9 CACNA2D4 SRFBP1 NUBPL FLI1 ZNF385D DST TIAL1 HOMER1 SLC30A6 RASGRP3 CWC27 ACMSD ACOXL CD96 ABCA6 PIEZO2 MPPE1 VOPP1 AZIN1 SLC25A28 SAMSN1 TTN TMBIM4 PHF6 FBRS CPT2 HTR5A CLDN12 C1orf158 APPL1 SLC34A2 FAIM ALAS2 CDC42SE2 RAPGEF6 GART DONSON ISL2 GPBP1L1 CCDC107 IQCC CPAMD8 LMNA VPS28 SRSF2 LARP4 ZSWIM5 LZIC IL23R TM2D1 DENND2D REL KIAA1841 ANTXR2 CXCR1 CIP2A AIM2 C3orf49 MTMR14 GYG1 LZTFL1 PGRMC2 INTU RANBP3L CSF2 SLC13A4 PDP1 AQP3 MICU2 TMEM52B ENTR1 SALL2 OTOGL AGBL2 BTRC CLMP COX11 STXBP4 TMEM100 ANAPC16 USP54 SERPINB8 CENPN ATP23 CRK MAP4K2 RHOH TNIP2 CXCL10 CRADD APLF GSX1 TM4SF4 GLB1 NFXL1 NPAS2 KBTBD2 LSM3 GSTA4 ESCO2 PTGER4 OTP BCL2L1 METTL18 NINJ2 RRM2 TLN2 ARNT2 OR5AR1 COL6A5 OLR1 NMNAT1 PSMD1 VWC2L LINGO2 RIN1 BTC GPR171 DHX36 PTPN2 KCNE3 LINC02694 ZDHHC13 OR2M7 TBL1XR1 CSTF2T GBA NDUFV2 CIITA PCBP1-AS1 ABCA13 ZNF771 WFDC11 KCTD4 ARHGAP45 YOD1 ZDHHC20 SOX2 RNF135 SLC9A9 AP1S2 SATB1 CSF1R RGS6 AC138356.1 PMCH SH2D1A PLA2G6 PTRHD1 BRF1 P4HB PBX1 IKZF1 DNAH14 RNPC3 DEFB128 GSAP HTR3D ARGFX CA5BP1 UBE2H FUNDC2P3 BAGE2 COL4A1 LINC02583 DHRS4L2 LCN10 TPRG1 COMMD6 FOCAD SRP72P2 CLDN4 CRYM-AS1 FHIT HMGB1 SPOCK3 GREB1 S100A5 ESRRG IPO4 PRPF40A ZNF846 HRH1 HLA-DQA1 ANXA6 GTF2E2 OR7E85BP SIPA1L1 HHLA3 ENTPD6 PDCD1LG2 H4-16 TMEM229B CDC42BPB PNP DZIP3 RNU6-951P RNA5SP325 RNU4-1 RNU6-374P RNA5SP192 C6orf99 LINC00222 LINC01270 MACO1 BAG6 PPP1R11 ATXN2 FBXO48 TRIQK FABP9 VIT SARNP NAP1L4 LIN52 CRYZL1 HSP90AB2P EGFEM1P MAPK6P1 HLA-A ANKRD28 SNORD59A MIR607 MIR196A1 IGLV3-22 TRIM59 KCTD11 ALG3 PTMAP5 HMGN2P31 IQCF5 SEPTIN7P2 AC090921.1 LINC01588 RPS15AP3 FNIP1 AL390719.1 CEBPZOS MIR1296 TAS2R40 SLC12A8 MIR1471 RNU2-2P RN7SKP139 RNA5SP44 RN7SKP216 SAMSN1-AS1 CRYGGP AC004870.2 RPS27P1 LINC01014 HNRNPRP1 HCG14 ATP5PBP1 LAMTOR5-AS1 TEX26-AS1 LINC00184 LINC00431 RPS3AP27 TRGV6 PAPPA-AS2 AC092164.1 HMGB1P32 SLC8A1-AS1 LINC00511 LINC01132 LINC01185 C2orf92 AL139011.1 HDAC2-AS2 LINC02526 MYO16-AS2 LINC01433 TEX48 MEIS1-AS2 LINC02541 AC007099.1 MAP4K3-DT MTATP6P29 ZYG11AP1 RPL29P28 RAD17P1 MTCO1P14 ZNF687-AS1 ITGA6-AS1 CYP1B1-AS1 LINC01271 CHRM3-AS2 STXBP5-AS1 LINC01392 LINC01865 LINC02579 LINC01675 LINC01934 MIR155HG LINC01366 ZNF33CP LINC02888 UST-AS2 MTND1P29 LINC00649 AL391832.2 AHCYP2 RNU6-1014P RNU7-27P SNORD13D RN7SL568P RN7SL674P LILRA2 DDX50P2 EEF1GP4 ARHGAP31-AS1 RPL23AP55 RPL3P3 RN7SL172P RN7SL735P LINC02077 UBE2V1 LINC01585 LINC00682 LINC02325 LINC02458 TMEM161B-AS1 UBA6-AS1 LUCAT1 LINC02144 FLJ46284 PRMT5P1 NAMPTP2 LINC02149 AC112206.2 ATP6V1G1P6 PPP2R2B-IT1 NOP14-AS1 SRD5A3-AS1 SUMO2P7 LINC01262 LNX1-AS1 ZFPM2-AS1 RBX1P2 PRKG2-AS1 FCF1P8 LINC02384 RN7SKP13 RNA5SP137 RNU6-1088P RNU6-971P LINC01605 MAILR LINC02099 MINCR MTND2P7 LINC02155 LINC01111 AP5B1 ETS1-AS1 DPP3 LINC02324 LINC02546 DLG2-AS2 AP002748.4 PRECSIT LINC01152 LINC00944 AC010186.1 POLG2 AC010186.2 LINC01619 KCCAT198 MRPS36P5 LINC02306 LINC02392 IFITM3P6 SPESP1 LINC02274 AL356020.1 MRPL46 LINC00564 WBP11P1 MIR4439 AP000845.1 MIR4801 MIR4423 MIR3945 LINC01841 ATF7-NPFF LINC02073 AL031666.2 ARL14EPL RMRP PDHA1P1 BPNT2P HTATSF1P2 CCL5 LINC02427 SLC30A6-DT H2BC8 FRG1HP PIP4K2B PCDHGB9P MIR7848 H4C5 CCL3 TRG-AS1 ARRDC3-AS1 LINC02815 RN7SK MIR4256 MIR1321 MIR3926-2 NPM1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NPM1_TARGET_GENES SCYL3 M6PR POLDIP2 KDM1A MYCBP2 IFRD1 MYLIP RPS20 ERCC1 TBPL1 CHPF2 ZZZ3 JADE2 POLQ PPP1R12A SPHK2 RPL18 YBX1 POLR1H COASY MEF2A IFT80 WDR1 TCF3 NFATC3 NLE1 CLASP1 NCBP3 TIPIN ARHGEF1 HOXA9 PCM1 THOC1 PCNP DUSP12 WDR70 RRN3 MTIF2 HUWE1 NOP14 ERGIC2 RCOR1 MRPS33 DNAJB11 HDAC6 HNRNPH3 NDUFB7 GGA1 TOMM22 EIF5 DIDO1 CDC25B IDH3B EMD ZNF629 CENPT AXIN1 CIAO3 STUB1 DNAJA3 CSPP1 GFUS R3HCC1 BNIP3L HNRNPUL1 RPS19 CLEC11A TNPO2 MOSPD3 COA1 CREB3 CUEDC2 TBC1D12 RNF167 SLC25A11 RAI1 DDX5 SLC38A1 MAPK14 BYSL COX7A2 RAD1 BRIX1 NUP155 SMC4 TBCCD1 NEK4 HDLBP SUMO1 DNAJC16 CACYBP SMG7 SLC35D1 RO60 UCHL5 ADPRS CAMSAP2 SATB2 YLPM1 ABCD4 RBM25 EPC1 KDM3B COPS5 COPA SEPTIN7 ADGRE5 PFDN5 USP22 MED20 GOT2 TMTC4 GRK4 CENPB MKKS NUP214 SEM1 GNAI1 GTPBP3 EIF3G PPIL4 RBM39 COX4I1 EMC8 PRKAB2 DHX30 RRP8 H3-3B EIF5A NIP7 CASP9 AGAP3 VRTN NARS1 TIMM10 P2RX4 RINT1 MAP3K7 IREB2 TLN1 FRS3 MDC1 CCDC90B GIPC2 KLRG1 DENR CYP1A1 VAV1 ZNF787 RPS11 ITGB3BP RPS8 TOR1AIP1 TEX261 RPS3A PHIP TMEM209 NOM1 RPL10 ERLIN2 GOLGA7 MED22 GTF3C5 LRSAM1 SSRP1 INTS4 TMEM18 ARL14EP C18orf25 TGOLN2 SLC30A6 PPP4R1 CNOT8 DPY19L4 MPV17L ZSCAN12 UBE2J2 HSF2BP RRP1B PRPSAP1 NOL9 LZIC FUBP1 DNAJB4 HENMT1 NCSTN TFB2M CNST TRIM46 KRTCAP2 SNHG16 PSMD6 ORC5 HGSNAT SKA3 HIF1AN ZNF319 ZNF202 ILK RAG1 ATP9B RPL27A CDK12 ZNF23 PSCA EEF2 UBXN6 MFSD3 KCTD5 RBPJ ZCCHC4 DNAJC7 SEPTIN2 ATXN2L POLR3D FNTA TNIP2 UPF3A ZNF35 IRF2BP1 HSPA4 TRIAP1 RPS7 BANP SP3 MRPL57 FAM86B3P NMNAT1 CNP MARCHF10 PRPF8 SNHG11 MSL2 TRAF6 CTDSP2 LINC00476 AURKAIP1 SSNA1 ANAPC2 SRRM3 SH2B1 TUFM PUF60 ZNF48 SEPTIN1 ARHGAP45 YOD1 SNRPE IST1 ERCC6L2 CYB5D1 SATB1 NAA38 SF3A3 TRIM52 ACTG1 ZNF445 ANKRD46 POLR3C CYHR1 ZNF250 ZNF79 PPIA ZKSCAN5 ZFP62 SNHG17 WDR5B ZNF398 ZSCAN25 PCBP2 RPL37A S100A6 RPL12 SNHG12 ZNF251 YTHDF2 COPS8 MTCO3P12 RPL10A CIPC SNORD104 EEF1AKMT2 EFCAB7 ZNRD1ASP MIR320A COG8 FIS1 LINC01347 ATXN1L MCRIP1 SDAD1P1 SEPTIN7-DT RPL37A-DT SMG7-AS1 JRK NIFK-AS1 CDKN2AIPNL AP5Z1 HOTTIP TMEM199 TRIM52-AS1 GLI4 CERNA3 GATC CEP95 AC139256.1 CORO7 PPP4R1-AS1 AP000845.1 SNORD55 RNF115 SNHG25 AC012313.6 SNHG8 PPP4R3B-DT SLC30A6-DT WDR5B-DT SNORA16A PPP4R3B TUBGCP5 SNORA24 SNORA50C SCARNA2 BX537318.2 AKAP11 ACTB ADNP MRGBP USB1 HOXB6 ATN1 ZNF410 HOXB5 FCHSD2 FEM1C TRIM41 RPL7A KLHL21 WDR43 ZNF367 KIFC2 TAS1R1 VSIG10 KMT5A SNORD46 MACO1 RNA5SP155 MELTF-AS1 LINC02642 SNORD54 RNA5SP473 MIR4638 MIR3619 MYO15B SNORA44 MIR6853 GLI1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GLI1_TARGET_GENES CROT DDX11 CYP3A43 LETMD1 TMCC3 CASP8 RFXANK ASNS TXK RBFOX1 SMARCD3 MECOM FOLH1 GGA2 NDRG1 ZNF574 ITGB8 EPHB6 SH3D19 CD81 TNS2 SRSF11 BCL2L14 KBTBD4 FAM193A UBR4 EPS15L1 AKAP9 ALDH1A2 ACSS2 IGHMBP2 DPH2 PEMT DYNC1LI2 RTF1 ACKR2 SLC16A2 PTPRO CC2D1B CCDC144B EIF4A2 LRP8 AMFR WDR4 RDH13 BMERB1 STAT6 CA5B ZNF778 ATF7IP NADSYN1 XXYLT1 UBE2C STAP2 EDDM3A TMEM259 WT1-AS TSSC4 S100A7A ZNF385C LINC02583 COL14A1 MRPL21 SNORA63 CCHCR1 NAP1L4 CD200R1L RNU6-1 RNU6-15P CPEB1 SNORA11C LINC02620 LINC01359 SLC8A1-AS1 HMGN2P36 SUMO2P8 CCDC192 LMLN-AS1 CHRM3-AS2 LINC02889 ZBED5 LINC02646 STARD13-AS CFB ZFAND6P1 RPS17P11 AC006487.1 MYLK-AS2 SELENOP IGLVV-66 UBBP4 LINC01893 FAM106A MIR8059 GCLC KRIT1 KDM1A DVL2 ABCC8 DLEC1 ADAM22 AKAP8L DCN ERCC1 RWDD2A RUNX3 NLRP2 GCLM NR1H3 RNASET2 TRIO CDH1 SPATA7 FAM214A DTNBP1 SDCCAG8 NOP58 ITIH1 ATP11B UNKL PTPRU TNK2 TM7SF3 SBNO2 GRIPAP1 POLR1A TTC7A KCNAB2 CDC42 ATP2B1 EPN2 TFRC SRI SEMA3C ARHGEF1 FGFR1 AMPH NRDC TNS1 SMARCA2 MOK AFP SEMA5B XPO1 RPS5 AGBL5 EFR3B PILRA CHERP MAST2 EIF2AK1 ZFAND6 DNM1L GNA11 ASAP3 EPB41L1 NSFL1C MLF2 PUS7 CPA1 SLC22A17 TOX4 HDAC6 GABRP MSH2 CBARP TECR SOX10 KCTD17 KHNYN AHCY ZNF516 SYP PIM2 KLF5 FLT1 SETD6 CDIPT DMXL2 SPG11 PLAT SQLE ARHGEF10 AKT2 CRX NAPA CAPS CADM4 PDAP1 BUD31 RPA3 AGR2 RHEB SH3GL2 GBF1 XPNPEP1 RPL28 GALK1 SLC25A11 PSMD11 IFT20 PMP22 SNX25 CPT1A APOA4 CEP164 BIRC2 TCIRG1 P3H3 KRT18 CEP85L HDDC2 SASH1 LMNB1 FAM172A RBP1 XRN1 UMPS POLE4 DCAF17 THADA EDEM3 EBNA1BP2 ARTN IFT46 ATP10B USP35 TCTN3 IQSEC3 COPS5 TBX4 ADCY7 MTIF3 ANXA11 MRM2 RBM19 CENPK PEPD F13A1 TREM1 SSUH2 GGA3 PPP1R12C EML2 GPCPD1 PSMF1 TMX4 SIRPD MMP24OS UROD HECTD3 CANX FBXL12 OR7A10 DUT PLD2 PARP2 LDLR CDC16 ACTN4 MAP3K10 RBM39 ACLY SNRPA1 PODNL1 TRIM22 SCO1 ZNF414 AMPD3 HSD17B4 REG4 KCTD1 SPX ACP2 ERCC5 CARS2 NREP SDS PRR5L EHF AVIL HNRNPA1 DDX56 CALCOCO2 NMT1 TANK IL36G GARNL3 ARRB1 TMPRSS4 POU2F3 TMPRSS13 RMDN3 RABGGTB ETV6 AMIGO2 MAP3K12 LPAR6 RB1 NIPA2 MCTP2 CACNA1A UBAP2L C1orf131 DEGS1 CDC42BPA THNSL2 TBCK PIK3R1 BDP1 YIPF5 RNF217 CNPY1 GNRH1 LCN9 RSU1 CELF1 NCAM1 ATM CRIM1 CDC123 AMN1 SPOCK1 BANK1 ZDHHC7 RETREG1 MIA3 CNTNAP5 SAMSN1 USP25 CNOT8 RMND1 WHAMM PRG3 ATAD2 ADGRG4 B3GNT7 CACNA1D TSPAN18 C2CD2 SLC13A3 KCNB1 TSPAN33 ACE ABCG1 NDUFV3 C19orf47 JAML SQSTM1 YDJC MPP3 KRT82 EIF4A1 BICDL2 CFAP221 POGLUT1 CCDC141 WDFY3 PLSCR2 PLB1 SPRY1 NPY5R MYOZ3 COG5 KIF6 MICALL2 C9orf64 SLC7A3 HSPA12A PKD1L2 PLEKHA7 AKTIP SGSM1 NUDT8 ULK4 ZNF507 GRM5 ZBBX ZFPM2 FAXDC2 ELP5 PA2G4 ATF7 TANC2 FEZ2 BPTF GPR82 GATM MLLT3 LDHAL6B QARS1 BANP CCL19 CES2 DCAKD ESRRA GLRX OR10K1 EHBP1L1 CTBP2 PACS1 SART1 SLC35E3 TBL1XR1 GRAMD1C TPRX1 HMGN2P46 GPBAR1 MED14 MTURN AEN RPH3AL DHTKD1 ZNF329 C1S CLN8 TSHZ2 SATB1 CMC4 GJC1 UPP1 RPL21P132 CNTN2 UBE2F PKP3 TOP1MT KRTAP6-1 MGAT4EP IFNE DGAT1 PBX1 BRWD1 ATP6V0C DLEU7 FAM228A PPARA MT1X FNBP1 MAGI2 COL4A1 ERC2 C19orf67 TREML4 S100A16 SLC4A5 BCL2L15 S100A13 TBC1D28 TCF4 HSH2D SNHG17 FLNA GMFB SND1 KANK2 BLM TRIM33 CPLANE1 SPTAN1 TAF13 ZNF335 HIBCH UBL5 TCAF1 TTC37 RYR3 PRC1 RNA5SP301 RNU6-543P RNU6-1301P RNVU1-22 RNA5SP326 RNU1-23P SNORA63B SNORA33 RNU6-1305P RNA5SP329 RNU4-2 LINC01270 DDR1 TRIM39 TRIM13 TRBV20OR9-2 IPO7 LOH12CR2 LRRC30 THUMPD3-AS1 SNORD45C RNU6-259P RNU6-769P SNORD45A SNORA48 GPX3 DIO2 TRAV34 RNU6-243P KRTAP16-1 YWHAZP4 NRAS PVRIG STIMATE GAPDHP25 NDUFS3 PPIAP68 RPS2P6 EML6 MTCP1 LINC01588 GSG1L2 TNFRSF25 BRD7P4 SNORA81 SNORD100 RNU6-516P MRRFP1 TUBB8P6 PDSS1P2 IPO8P1 RPL35AP36 LINC01393 PACRG-AS3 LINC01772 AC099342.1 C3orf49P1 RPL23AP76 RPS29P10 RPL7P30 MELTF-AS1 LINC00578 ARMCX3-AS1 RPL17P43 DAP3P2 SUMO2P21 RPL7L1P8 WEE2-AS1 LINC00710 METTL21AP1 KRT8P21 LINC02028 SERPINB9P1 AGBL5-AS1 TRAF3IP2-AS1 CSF2RBP1 RPEP4 LINC01392 ZNF90P3 ETV5-AS1 RPL36P20 CLDN34 MIR3663HG MCF2L-AS1 PSMB3P2 GABPAP TIMM8BP1 RPL7AP15 LINC00106 OR13K1P TRBV30 OR4A47 TUBG1P FLG-AS1 RNU7-74P MTND4LP10 MTND3P7 HNF1A-AS1 RPS26P52 AHCYP8 LINC02005 RN7SL465P RPL30P7 TRIM39-RPP21 LINC02275 LINC02198 LINC01179 LINC02108 P3R3URF MARCHF11-AS1 TEMN3-AS1 MALAT1 RNA5SP356 RN7SKP14 RNU6-314P RNU6-798P RNU6-494P CPP OR10Y1P SEPTIN7P11 LINC02720 OR4R1P GAU1 LINC02394 LINC02279 AC026523.1 AC010601.1 ALOX12P2 LINC02837 MIR5591 NARF-IT1 MIR3945 MIR4437 FXYD1 LINC00664 SCGB2B3P APOOP1 NANOGNBP3 LINC02427 LINC02035 GRIN2B MIR8066 TRBV14 SLC23A4P SNORD49A P3R3URF-PIK3R3 TSC22D1-AS1 SCARNA2 C18orf15 RPL23AP61 SNRNP70_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SNRNP70_TARGET_GENES NFYA TFPI NDUFAB1 ACSM3 TSPOAP1 KMT2E MLXIPL SPRTN BTK MBTD1 CEP68 NUB1 CLK1 TACC3 MATR3 RNH1 TYMP FAM13B RNF19A EDC4 PNKP CUL7 WDR37 RSF1 NFE2L3 BCAR1 MSMO1 NOP58 ALDH18A1 MXD1 SPAG4 VMP1 POLD1 SPHK2 RPL18 ST3GAL6 PMS1 ZNF76 IDI1 DNTTIP2 CBFB INPP5A PYGM CLTCL1 CPSF1 LIMS2 TFRC SREBF1 TRNT1 ACADVL SMARCE1 DPP8 FNDC3B FRYL ACTB PLD1 IL4R DYNC1I2 FAM76B POLD3 MLLT10 ZCWPW1 NRDC TNRC6C ITCH SLC35C2 SRCAP BZW1 NFE2L1 GSK3B ITGAE ZNF446 RPS5 TXLNA AGBL5 GCKR AK6 MAP3K4 PILRA CHERP ACOX3 PPP1R15A NOP14 AAMDC GP6 NSFL1C RPL6 TASP1 RPLP0 FUS HECTD1 HNRNPC GEMIN2 MFSD11 CDC45 COMT CBX5 MAP3K1 DHPS HSP90AB1 SIRT1 ABL1 TMED1 TRMT2A RANBP1 ZDHHC8 MED15 LZTR1 P2RX6 PPIL2 YPEL1 MAPK1 PPM1F TOP3B HIRA GCAT DDX17 RSPH14 XBP1 POLDIP3 RAB36 RPL3 SGSM3 COCH PYGL SRSF5 DICER1 PABPN1 ARHGAP5 DHRS2 SRP54 TM9SF1 SEC23A RABGGTA PROCR IFT52 PABPC1L GMEB2 ARFRP1 TRIB3 CDS2 HM13 NOP56 AHCY DHX35 PRPS2 RBM3 HCFC1R1 HAGHL RHBDL1 GGA2 HMOX2 RPGRIP1L MAZ KAT8 PYCR3 EEF1D FGL1 GYS1 HNRNPL OAZ1 CCDC130 PTOV1 RPS16 RPS19 FAM83E HBP1 CBLL1 RNF32 PDAP1 ACTR3C PBLD RPL19 PSMD3 RPS6KB1 CBX1 ENO3 PFN1 GOSR1 CCDC47 DDX5 CNTNAP1 LRRC59 HLF PHF12 CCDC34 HSPA8 PPP6R3 EIF4G2 AMBRA1 RPS13 CAPRIN2 ATP5F1B EIF2B1 MRPL18 QKI CUL9 ARRDC3 C5orf15 SMAD5 IQCG NCL SLC35F5 MPV17 FNDC4 RPS15 EVA1A MRPL19 OTX1 CNPPD1 HDLBP BIRC6 SRSF7 COX7A2L AAK1 NFE2L2 CACYBP ERRFI1 RNF19B SCAMP3 GADD45A RO60 CTBS NSL1 ITGB1BP1 SET PHF19 DNMT3A TMEM214 TCP1 NUDCD1 EPC1 SIL1 TARDBP TBX2 ECHDC2 PILRB TNFSF10 LIAS RPL5 SEPTIN7 CBX3 HNRNPA2B1 CYREN TRIR STIL AMD1 PLA2G12A SNX21 NCOA3 PARD6B SRSF6 ZNFX1 CSE1L MCEE MPHOSPH10 OARD1 RPS10 H2BC11 GNMT CDKN1A GLO1 EMC3 C16orf70 GOT2 GGA3 NUP85 SLC2A4RG GDF5 NECAB3 RALY DYNLRB1 CEP250 MMP24OS UROD PRMT1 RRAS STAT5A AIF1L NUP214 IDUA GFER PKMYT1 WDR24 KDM4B PRKRIP1 ORMDL1 SUMF2 CD68 FOXA1 QRICH2 ASH2L PLPPR3 APOE XPO7 ARPC1B SSBP4 ADRM1 CHMP2A RBM39 ZNF341 CHMP1A PRR7 KCNC3 RPL27 ACAP3 THOC6 DNAJB1 FBXW9 LRRC41 IMMT H3-3B GPS2 DLG4 FLOT2 NIP7 MTSS2 PCNA DAP3 MMACHC TOE1 MUTYH OSER1 DSTYK CSNK1G2 ZNF767P HSD17B4 MBD2 SLC38A2 ROCK2 RPS15A TUT4 ELP2 DAGLA CD63 TSPAN31 ZC3H10 HNRNPA1 REPS1 FHOD1 GLUL ANKRD36 EPC2 MTHFS KLF4 RPL35 ARPC5L APTX RPS6 TUBB2A HMGA1 FLOT1 VARS2 SELENOI RPS24 USP8 SEMA7A ESYT1 MAN2C1 TPM1 POLG PARN FTO CDR2 ZFHX3 NOL3 RPS2 DEF8 GALNS UTP4 IMPA2 SLC39A6 ARHGDIA TMC6 SLC16A3 CSNK1D NARF CBX4 ELAC1 MIEN1 COL6A1 RPL13A RPL11 WDTC1 RPS8 DTL ILF2 HCN3 SNAP47 PSEN2 WDPCP UBR3 KANSL1L RETREG2 ACKR2 RPL32 NFKBIZ DGKQ RPL37 BDP1 ARHGAP26 RNF44 SSC4D MAP11 MEPCE LUC7L2 RPL10 ZNF7 PLIN2 RPL7A SLC25A25 LRSAM1 ARFGAP2 RPS3 KAT14 FERMT3 MRPL49 MIA2 SPATA4 UBC FAM177A1 GEMIN6 RAD17 ABCA5 C16orf87 MOV10 NUP205 ZKSCAN2 RPL30 EEF1A1 LRFN2 GALK2 MPV17L EIF4A2 SEC13 EXOG DDX19B DYRK1A SLC35B2 SLC38A10 KRTCAP3 WASF2 ZNF276 ATP5MC1 ATAD3B WDR4 NDUFV3 G6PD CLDND2 NEK8 TLCD1 NLRX1 FGFR4 SQSTM1 RPL8 USP41 TUBA3FP YDJC PRPSAP1 SRSF2 PLCD3 SYCE2 EIF4A1 RPL26 JMJD8 CCDC78 PAQR4 NXF1 DNAJB4 HAAO CCDC138 RNF149 PYGO2 SUCLG1 EFHB FABP1 COX18 SLMAP RPL9 PLXNB1 HMGB2 STXBP5 RPS14 USP49 SLC4A2 FASTK TMUB1 FMC1 YWHAZ KIAA1958 STRBP DEPP1 BRD7 API5 RPL27A WEE1 NDST2 MCM7 ATF7IP2 B2M YWHAB SCG5 STIM1 ZNF668 ZNF646 MIDN JSRP1 RSKR RPL13 NCKAP5L TMC4 YIF1B EEF2 MFSD3 RILP C19orf48 ANGPTL4 CD320 RAB26 DNASE1L2 BSCL2 SLC3A2 ATG16L2 SETD5 THAP9 IRF2BP2 SEPTIN2 ING5 RAB31 TMEM223 SLC20A2 AXIN2 SNTB2 MAT2A HNRNPH1 SLC25A6 CPT1C XPO6 CD2BP2 SLC50A1 SNUPN ZNF280A ZEB2 BCRP2 ASPSCR1 FASN DCXR TM4SF1 PUSL1 GABARAP UBB NUDCD2 KBTBD2 RPS9 NAIF1 ZNF581 ZNF524 BPTF TCEA2 ANO5 RRM2 KRCC1 ISG20 EFEMP2 RAB37 RPL38 SP3 ZNF680 GPR137 SMARCC1 CHD2 CCDC106 STAT5B EIF1 PLK3 PRPF8 ZWILCH SNAPC5 RPL15 SRP72 SNHG29 UBE2C LIPT2 ERCC4 A2M SPHK1 TYMSOS MTHFR DEAF1 SIX5 EPS8L2 TALDO1 CHD9 MAGEF1 ZFAS1 PIDD1 RPLP2 HASPIN ARL6IP6 CENPBD1 BOLA1 TMPRSS9 AURKB CYC1 LBX2 PIPOX SERTAD2 TIGD5 PDXDC1 FIZ1 RCC1 WFDC10A EMC3-AS1 H2AC6 H2BC4 SMG1P3 SCRIB EHMT1 C5orf24 TNRC18 ARL6IP4 CYB5D1 BRICD5 C16orf72 RPL35A C11orf54 NAA38 SLC25A10 C19orf71 PSMG1 NPB H2AC20 THAP7 CCR10 WDR27 HDDC3 H2BC21 SEPTIN5 ZFP90 SIVA1 DGAT1 MAFF HSF1 ZBTB37 ARL15 CDK10 TEDC1 FAAP100 MRPL40 P4HB UBE2L3 PRAME MORF4L1 WWOX MST1P2 NUDT17 RPS23 BCR NAP1L1 AKR1C1 BAGE2 TSPYL4 DHRS4L2 SECISBP2 SELL SRSF10 QRFP FBF1 MSL1 JPT1 TUBB C9orf163 ZNF34 NOXO1 PRPF40A NACA H2AC13 MAML3 H2AC11 H2AC7 H2BU1 SLC39A10 FUT11 ANXA4 ZNF398 PCBP2 ZGPAT SND1 AL672167.1 SERPINA1 SVIL ADARB1 HNRNPAB RPF2 PRAMENP RAB40C NKIRAS1 H2BC12 SPG7 RPL12 DDX42 RPL23A UCKL1 ASPH DDX39B BAZ1A MDM4 MT-CO2 MTCO3P12 MT-ND2 HMGN2 MT-ATP6 RPL39 NOS1AP APRT MIR126 RNA5S12 SNORD36A SNORD104 SNORA52 SNORD68 SNORA71D SNORD35B SNORA33 SNORD36B SNORD46 RNA5SP242 RNU6-512P SNORD14B SNORD32A SNORD52 SNORD48 SNORD38A RNU1-100P RNU6-407P RNU4-2 GP1BB TATDN3 RING1 FKBPL STK19 DXO SLC44A4 SNHG32 VARS1 C6orf47 PRRC2A MRPS18B PPP1R10 RACK1 TMEM240 PDE7A SAP25 SMG1P2 CEMP1 THUMPD3-AS1 SNORD58A SNORD101 SNORD37 SNORA32 SNORA10 SNORD15A SNORD59A SNORA72 SNORA25 SNORA70 RNU6-225P SNORA64 SNORD38B RNU6-541P SNORA7A MIR645 SNORD12C MT-TF MT-TI MT-TQ MT-TM MT-TS1 MT-TD MT-TK MT-TP SELENOH MT-RNR1 IGLV6-57 IGLV1-47 IGLV3-32 IGLV3-21 IGLV3-9 IGLV4-3 IGLJ3 TRAV22 TRAV23DV6 TRAV39 SNORD12 SNORD70B SNORA26 ZNF580 CEP43 RPL22P1 CCDC183 SUPT4H1 COG8 LCAT CLIC1 DDAH2 TTLL3 CPNE1 AMZ2P1 LINC00612 MSMP DHRS4-AS1 MIR17HG RPL17-C18orf32 CROCCP2 H1-12P H4C10P H2AC9P NBPF1 LL22NC03-63E9.3 SNORD88C MIR1302-3 SNORD110 RNU6ATAC18P SNORD100 SNORD99 MIR1226 CCNL2 RN7SKP117 SNORD12B LINC02629 VPS52 SMPD4P1 OSER1-DT AFG3L1P PPM1F-AS1 NF1P6 SOCS2P2 MRPL20-AS1 RPS27AP12 CUTALP DANCR SPAG5-AS1 RPS3AP37 MT-ATP8 DHFRP2 SEPTIN7-DT RPL41 PATL2 EEF1DP3 HBBP1 AL669831.3 PRRT3-AS1 C9orf147 BZW1-AS1 THAP7-AS1 ENO1-AS1 SSBL4P AGBL5-AS1 EMP2P1 LINC02777 ETF1P1 LINC01719 H2BC15 DDX39B-AS1 RPL34-DT LINC01287 GAS5 SLC25A25-AS1 SOX9-AS1 PPP1R3E SSR4P1 DICER1-AS1 B3GALT4 GPC5-IT1 KRT18P5 MKLN1-AS DNAJC9-AS1 RPL38P2 SMG1P1 SNORD42B SNORD2 PPP1R35-AS1 RPL36A ARPC1A AC002467.1 MUC20-OT1 SNHG3 C22orf39 DECR2 NME2 AC091153.3 RBM12 A2M-AS1 H2AZ1-DT NEAT1 AC116535.1 AC010198.1 PRR7-AS1 MTND5P11 MTND6P4 LINC01596 SELENOP THAP9-AS1 RPL32P3 MALAT1 SNORA74D SNORD36C RNU6-881P RNA5SP34 RNA5SP243 IGLVVI-22-1 HOXA-AS2 IGLVV-66 IGLVIV-59 SNHG9 SNHG1 PXN-AS1 AC025031.2 SLC7A5P2 PPIAP4 CEP95 DUX4L18 LINC00261 CD2BP2-DT AC099778.1 BOP1 AC010325.1 AC116552.1 NFE2L1-DT MIR3187 SNORD55 SNORA77B DCXR-DT MIR4655 MIR3190 TSPOAP1-AS1 SNORD84 AC132938.3 MIR3143 MIR4471 TUFMP1 RPL17 LINC01970 LINC01029 MIR3178 MIR4512 DM1-AS NDUFA7 MZF1-AS1 MIMT1 FBXO17 IKBKG SNHG8 FMC1-LUC7L2 RNVU1-31 AL451085.2 GLRX5P3 DBF4P2 SNORD58B NFYC-AS1 AC100812.1 IER3-AS1 SNORD96A NUDT3 MRPL20-DT SNORA44 SNORA78 H2BC8 TAF9 FAM230J MIR6728 SNORA73A MIR6832 SNORD28 H2BC17 ZKSCAN2-DT H2AC12 ZNF280B SNORD25 SYNRG H2AC15 RNA5SP528 VN1R7P SNORA24 SNORD27 SNORA17B H4C9 MIR7111 SNORD26 MIR6797 H2AC8 SNORD49B H4C4 SNORD22 H2BC7 SRCIN1 SNORD49A SNORD65 SNORD30 SNORA50C CISD3 RNVU1-2A SCARNA2 SNORA61 MIR6816 AP003733.3 CCDC163 SNHG4 MIR5087 HMGB1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HMGB1_TARGET_GENES ICA1 CFLAR SLC7A2 PLXND1 ARHGAP33 LIG3 COPZ2 SOX8 CRLF1 TMEM98 TMEM132A SPATA20 DLX6 RALA BAIAP2L1 GTF2IRD1 MARK4 RHBDF1 PIGQ SPAG9 NFIX RHOBTB2 UBE3C CD9 FYN MAP4K3 MAP4K5 TACC3 RGPD5 RALBP1 ADGRA2 FHL1 SLC45A4 RNF10 ZNF839 RRAGD SEC63 B4GALT7 BRD9 ARID4A GAB2 MAP2K3 DAPK2 NSMAF PI4K2B TLL1 EDC4 RAI14 STAU2 BARX2 CTNNA1 PREX2 ANO2 WWC3 HDAC9 VPS13D FAM120A ARID1B DKK3 LAMC3 BCAR1 HOMER3 PIK3CB FOXN3 AKR7A2 KCNQ1 OPN3 KIF1B SYNE2 PLEKHH1 USP36 PHF21B MTA3 TBXAS1 CTDP1 PTPRU SEZ6 ZNF275 MTMR1 TM7SF3 CDON LPAR2 SNX24 SNCAIP UHRF1BP1 PRKCQ TLE2 ASB1 SLC9A7 YBX1 FGFR2 ISOC1 MSANTD3 PFKP NEO1 TRAM1 HYAL2 PLEKHH3 MEF2A ATP11A RASGRP2 DRD4 HDHD5 PFN2 EPHA8 MAP4K4 TRIP13 CPSF1 PDCD2 EPN2 LIMS2 MARK2 CHFR SIDT1 PDE8A KDM5A ADAM11 ATP2A3 MGLL ENO1 ARHGEF10L SEMA3C TMEM131 FSCN1 ANKRD13A TPD52 TRAF4 MCAM RAP1GAP ARHGEF1 CTTNBP2 TM9SF3 JADE1 SLC25A43 MAP2 ACER3 UBE2D4 EPB41L2 KEAP1 SESN1 MID2 CHRNA3 IGSF9B OSTM1 ATP8B1 BZW1 COL19A1 COBLL1 KCNK2 ULK2 P2RX5 PDS5B FAT1 REST SSH1 TXLNA APOB NCOA1 SLC25A24 MAP3K4 WNT11 TTC39A CHERP POMGNT1 ALG9 ACHE ADD1 GNAS PTPN4 EPB41L1 DOCK9 ARHGAP28 SMOX NSFL1C C20orf194 EBF4 TESC SNX5 PXN GRAMD1A ARHGAP4 LTBP4 BLVRB SLC9A1 YPEL3 TFAP4 DNAJB11 GOLGA3 PABPC4 MCOLN1 MAP3K20 CDV3 HECTD1 TRPM7 TYRO3 EZR AGO1 MFSD11 COMT SH2D3C SORBS1 WAC CREM BRPF3 EFHC1 MYO9B BCL7C CIRBP CBARP PRKY RNF215 PPM1F HIRA PATZ1 ANKRD54 SEPTIN3 KDELR3 GTPBP1 SUN2 LMF2 BIK CABP7 RBFOX2 SYNGR1 FOXRED2 KCTD17 POLR3H KHNYN RBM23 SOS2 CDKL1 PLEK2 RIN3 SRSF5 PCNX1 RPS6KA5 PPP4R3A C14orf93 APEX1 MYBL2 ADNP NTSR1 GMEB2 TRIB3 PLCB4 KIF3B CHMP4B ZNF516 USP14 TBL1X ELF4 SCML2 FNDC3A INTS6 CORO1A MAPK3 NUTF2 NME3 HAS3 NAGPA COTL1 NME4 HAGHL ANTKMT UBE2I USP31 SLC30A4 SGK3 FZD3 TRPS1 MTMR9 GSR ERICH1 CLASRP LIN7B PPP1R37 DOT1L KLC3 TLE5 MED26 SYDE1 AKT2 APLP1 RPS19 TNPO2 CACNG7 CRTC1 SCN1B CADM4 CDK6 H2AZ2 CAV1 MET LMBR1 DNAJB6 IQCE CHN2 GRB10 EPHB6 PTPRZ1 IMPDH1 MEST GLI3 URGCP EIF4H DNM1 RIC1 KCNT1 MPDZ LHX3 PIP5K1B GLIS3 DVL1 ATE1 UNC5B LZTS2 NEURL1 SH3PXD2A TASOR2 XPNPEP1 SHOC2 CCNY UBE2S PPIF TSPAN14 UBTF SEPTIN4 PFN1 RAI1 C1QBP BLMH SMARCD2 C17orf75 VAT1 RND2 SMURF2 HLF SLC16A6 PRKAR1A PMP22 LAMTOR3 NFKB1 UBE2D3 ELF2 CPE STIM2 MFSD10 FAM149A DTX4 KMT5B ST3GAL4 TRIM3 ELMOD1 PITPNM1 NUP98 PRPF40B PRDM4 CORO1C ASIC1 TSPAN11 CAMKK2 ELK3 SH2B3 STX2 GNPTAB NT5DC3 PHC1 UST MAPK14 KCTD20 CD83 GPLD1 SOBP PHACTR2 TFEB CCND3 FAM120B PTK7 DUSP22 VEGFA SLC29A1 FBRSL1 ERBIN GHR BRD8 HBEGF RNF130 GNPDA1 MACROH2A1 SMAD5 ERGIC1 TBCCD1 HGD NPHP3 KAT2B BBX SLC41A3 ABTB1 PLSCR4 ACVR2B GORASP1 VIPR1 FOXP1 ACVR1 PCSK4 DOK1 ST3GAL5 CHST10 IL1R1 WNT6 STK25 BIRC6 STRN SLC25A12 PLCL1 AAK1 EPAS1 ARID3A NFE2L2 BCL9 MARK1 RALGPS2 QSOX1 PARK7 SRSF4 DOCK7 FBXO6 DNAJC6 KIF21B MFAP2 SSX2IP ECE1 B4GALT2 ERI3 ARID1A KMT2A CAMSAP2 PHF3 TNFAIP3 AKAP7 MYB RNF146 CCNI HS1BP3 OTUD4P1 TJP2 ITGB1BP1 SET PHF19 NEK6 GALNT12 ONECUT2 BBOF1 PPP4R4 RHOQ LGALSL MXI1 PANK3 MOB3B GRIA2 MTHFD1L SEPTIN7P9 ALG5 NFYB SORBS3 TBX2 ADCY7 MAPK8IP1 ADGRB2 KHDRBS1 PIK3CA ZC3H7A ZNF644 CBX3 HNRNPA2B1 WIPF3 TWIST1 IFT81 ITPR2 PKN1 ATF1 NR4A1 TUBA1B ATPAF1 ACVR1C MXD4 GCNT7 FAM210B TOX2 ARFGEF2 BCAS4 CPNE5 RUNX2 LRRFIP1 MYRF AHNAK IRF1 BMP4 MIF4GD MBOAT7 OPRL1 BMP2 NCLN NECAB3 MCF2L TRAP1 KTN1 RHOT1 MAP2K2 TRAF2 PTPRB HP1BP3 SLC35E1 GFER SYNGR3 SMARCA4 PNKD ECHS1 GNAI1 GNAZ TST CDHR3 FOXP2 FLNC MYO1B ARHGAP22 DCTD PHF20L1 KRI1 FOXA1 REEP5 KLF16 ABHD17A CBFA2T3 GAMT CDC16 GDF1 CACNG6 MAP1S SSBP4 SULT4A1 UBAC1 LAMA5 ADRM1 NPAS1 MAP3K10 THEMIS2 PLXNA3 SLC35D2 NFATC1 ADGRE3 SH3BP5 PDLIM4 RAMP2 TRAF7 THAP1 C19orf12 ACTR10 LGALS3 PODNL1 PPARG NUP210 PER2 PTPRE RAN RPA1 POPDC3 GRSF1 ITGB4 RGS22 REEP2 TERF2 MTSS2 HSPA12B PTPRA XPO4 TMCC2 EPHB2 MACROD1 PDZD2 ZDHHC8P1 MKRN1 KRBA1 ZNF767P ACTR3B KRAS E2F5 ARNTL AMPD3 DGLUCY WNT2B SLC38A2 YWHAQ IAH1 IL15RA CABLES1 PHC2 TUT4 DTNA TMEM165 CARS2 NREP AGTPBP1 CCNJL MSI1 FBXO21 HRK P2RX4 BICDL1 MDFIC KHDC1 PHF21A COQ10A REPS1 STX11 KLHL36 DYNC1LI2 SLC9A5 URB2 ABCB10 TAF5L DHX9 DOCK10 WNT10A TMBIM1 CKAP4 DRAM1 FLNB THSD1 PHF11 SPRY2 RAPGEF5 NACAD MTHFS TM6SF1 CIB2 RSAD1 NMT1 VEZF1 TEX2 LRRC8A RALGPS1 TMOD1 DAB2IP TEX10 GARNL3 ANP32B RNF38 TLN1 TMEM8B GMPR MTCH1 ARRB1 TTPA MAP2K5 PARP6 PAQR5 ITPKA TMEM62 SEMA6D GCOM1 LOXL4 TACC2 ZNF365 METTL5 NAB1 SEMA7A RAP1GDS1 BMP2K SHROOM3 FBN2 MAPK8IP3 PRICKLE1 PEX5 AMIGO2 LRIG3 GLTP SMARCC2 ANKRD52 RBM26 RAB20 CDH24 RAB15 STON2 JDP2 FBLN5 DISP2 TLE3 UBE2Q2 NEIL1 TPM1 PIF1 POLG CRTC3 CDR2 ZFHX3 KIFC3 GCSH CMTM3 KSR1 UTP4 SSH2 ARSG GALNT1 ASXL3 GREB1L TTYH2 FN3KRP TRIM65 TNFRSF11A MISP3 BRD4 SH3GL1 APP AKT1 ADAMTS10 CARM1 RERE PGD SLC44A3 IGSF3 MAEL ILDR2 COP1 HDGF ADAMTSL4 SYT14 KCNH1 ATP8B2 HCN3 ITPKB CDC42BPA CNIH3 MBOAT2 PARP1 PSEN2 SOX13 ETNK2 EML4 ZNF514 TEX261 FBLN7 PKP4 KANSL1L HES6 ANKMY1 CTDSP1 POMGNT2 IQSEC1 PTPRG IGSF11 TRPC1 CAMK2D CISD2 LHFPL2 ANKRD31 G3BP1 RMND5B BOD1 FAM193B TTBK1 FAXC RNF217 TIAM2 ZMYM4 GNA12 C7orf26 CREB5 IGFBP3 PURB TLK2 NOM1 MSN SNX12 GPC3 DOCK5 TACC1 LRP12 NAPRT FBXO10 SNX30 SURF1 CIZ1 NOTCH1 PROSER2 COMMD3 TCF7L2 PTPRJ CELF1 ROM1 EML3 EI24 ESAM COMMD7 CABLES2 PLCB3 ITGB1 TIRAP DIXDC1 PLBD2 TWF1 MAGI1 MIPOL1 ME3 CCDC3 EPS8 QDPR ANO4 INPP1 BICD1 BEND6 MZT2B MGAT5 SPOCK1 NADK2 HNRNPDL HHEX PTPRK GGPS1 PLOD2 ADGRA3 LGI2 CAST RASSF3 CYRIB CMTM7 TRIP12 DDAH1 IMPACT ANKRD29 ROBO3 PITPNC1 PRKCA C4orf19 ENAH SH3RF1 NCAM2 L3MBTL4 PPP4R1 ANKRD40 VOPP1 PTPRN2 SLC25A28 RHOC LARP1 KCTD18 TMEM237 PXYLP1 PSD3 KCNMA1 NDUFAF6 ANKRD9 GDF6 ZFAND3 MAPK13 VPS8 NTAN1 ZFYVE9 SLC6A1 RBPMS PAXIP1 ST3GAL2 FAM81A AFAP1L1 TSPAN18 SLC35B2 TMEM164 ZNF618 DGKI BRAF GAREM2 PRXL2B MEGF11 AGAP1 BABAM2 RHPN1 CNNM4 FAIM COLEC12 B4GALT5 PPP1R9A GPAT4 RNF166 DEDD PINK1 WNT9B CDC42SE2 IFNAR2 IFNGR2 CSRP1 UBE2Z HLCS HK2 CTBP1 LRRC36 FAM131B ZYX CALM3 UBE2J2 NR2F6 SLC37A1 CSTB GAB3 VAV2 MCM3AP GPSM1 ST6GALNAC6 SPTBN4 SIK3 TLCD1 PTH1R MYL3 PPP1R35 NACC1 RECQL4 ZNF333 ORAI2 CELF5 DVL3 SRSF2 ZNF385A FAM171A2 FMNL3 LEMD2 CCDC78 TBC1D24 NXF1 RPS6KA4 ZYG11B ZSWIM5 RAVER2 FBLIM1 SYNC KIAA1522 ALPL MXRA8 NFIA MEMO1 SPATA18 CFAP221 TDRD10 CCNYL1 ABRAXAS1 PYGO2 NAXE PROK2 HDAC11 SGO2 THOC7 GRIK3 PRKCD PBRM1 UVSSA ARHGEF3 PIGX MELTF ERMAP SGMS2 ATRIP PPM1M WDR82 NDST3 HMGB2 SMIM43 GUCY1A1 FAM160A1 HHIP OTUD4 NIPBL RNF180 ANKRD33B PRRC1 RHOBTB3 ENPP6 CFAP97 SEPTIN8 SFXN1 GALNT10 ZNF12 MIOS RAD21 SPIDR OSGIN2 SUN1 SLC4A2 YWHAZ FZD6 GKAP1 OTUD1 HECTD2 FBXO33 SPTSSA MARCHF8 INPPL1 KLHDC2 NSD1 ENTR1 HPRT1 DIPK1B ARHGEF40 BTNL9 ARHGAP42 SLC39A13 FBN1 C2 TRIM44 TAF10 TUB IDH3A CDYL2 TMEM130 PRKCB HDGFL3 NDST2 RIMKLB TK2 ZCCHC18 ZNF592 ZBTB39 PATL1 DIS3L EVA1C MBD6 SAMD14 GPRC5B TBC1D2B ZNF226 ZNF668 GATAD2A ANKRD11 ZNF641 DAPK3 CHAF1A SLC43A2 WDR81 HID1 MGAT5B TMEM99 RAB26 VWCE RAB3IL1 LTBP3 MAP4K2 RBPJ GNG4 IRF2BP2 NT5DC2 SMIM4 BMI1 FILIP1L ING5 RAB31 ATXN2L FNTA LDLRAD4 KCTD19 TET2 VAMP5 LRRC28 ENHO SLC49A3 MECP2 ROR2 CHST14 GSG1L RGS14 RAB24 PRELID1 NMD3 SHE DTWD2 LUZP1 HEXD ASPSCR1 DUS1L GPS1 RFNG NRG4 TMEM266 NLGN1 REPS2 ITGAM ZNF768 NLGN2 UBE2E3 NIPA1 UBE2E1 SLC16A5 ELP5 SETMAR LRRN2 SLC30A1 DENND5B TMC7 SMAGP TRABD KCNS3 CHCHD7 USP32 MTSS1 PAQR8 PKIA TSNARE1 RBKS CDC42BPG FAM241B KCNK3 TPPP ZNF581 ZNF524 DLK2 LRRC8C LRRC8D CXXC5 BPTF PLEKHG5 RGS19 TCEA2 ADRA1D TLN2 JMJD1C SYNPO THOP1 ZNF131 COPRS ABCG4 GNB2 IL17D CARNS1 RASGRP1 EFEMP2 LRRC20 CFL1 METAP1D EGFL7 DCAKD GRK2 RELA COQ2 KDM2A RHOD ADCY5 VANGL1 GPR137 NDNF TMEM196 AGR3 VEGFB CCDC106 C11orf80 KCNH6 GPR160 XXYLT1 FAM53A CTU2 ADCY6 ZBTB4 ZHX3 ATP2A2 BRSK2 B4GAT1 HRAS CNIH2 CTBP2 GRAMD2A BANF1 SMAD2 CLTB LIPT2 MSRA CTDNEP1 DOK7 UNC119B TUBB6 CHMP6 CRLF3 GNG7 B3GNT5 MEX3C RNF152 RUFY1 IRX5 WSB2 PXMP2 SIX5 RHOG EPS8L2 NINJ2-AS1 PAWR TBL1XR1 CASC2 SRRM3 CRACR2B CHID1 AP3S1 GRAMD1C ZNF518B TMEM151B P4HTM DTX3 CPNE7 RFLNA DPY19L3 HYI RCC2 PXT1 ZNF664 PTPN11 EGR3 MAF1 PCBP1-AS1 SERTAD2 RNF227 R3HDM2 PUF60 MED14 RCC1 FGD6 ZNF609 ARHGAP45 BHLHA15 SMG1P3 CHST13 MAP6D1 CUEDC1 FAM83H GPR137C OGFOD3 ZBTB2 AMIGO1 COPG1 CHST15 TMEM259 TSEN54 RGMA ASB18 UBE2E2 NXPH4 NXPH3 TRAK1 PLCB1 TSKU RGS7 GJC1 NAA38 SLC8A1 ARHGEF37 PRR36 EPHA10 KIAA2026 SYNDIG1L MX2 TNFAIP8L3 TANGO2 ALYREF OPCML CMTM4 TBK1 AIFM3 LIN9 ZNF730 PRKX KMT5A PTP4A2 DENND5A C1QTNF12 ALDH1A3 ZDHHC23 SLIT3 EFNA5 CSF1 PROS1 PDE4B SERINC4 ZBTB7C PRR16 SUMO3 IMMP2L FMNL1 DGAT1 BRF1 ANKS1B RPS27L FAF1 RAD51D FAM131C OLFML2A SP1 P4HB NTF3 MOSMO ADAMTSL5 PCYT2 NAT8L PTCH1 PIP5K1C KRT10 SMYD4 PDE2A PRR5 BCR MAPT PPARA ENTPD5 MITF LYPD6 RNF220 RSBN1L PTMA SIRT7 SAMD11 TCEA1 NWD1 MAPK12 SBK1 FAM83G DUSP28 PTAR1 SKOR1 CALHM6 FAM78B MSL1 RNFT1 H1-0 JPT1 NEMP2 PLEKHG4 TUBB LCOR NTNG2 NOXO1 EPHB4 NCOR2 TCEAL3 MYO18A SPTSSB SULF2 TCF4 HRH1 CD47 ADA ZFP28 FLNA AP2A1 KIAA1671 SRC LRRC8B NOL4L SYNGAP1 RAMP2-AS1 UAP1L1 MYO5A IRF1-AS1 RAB40C ENPP1 DPP4 DNAH10 FAM114A1 PHF2 GPAA1 CYRIA HES5 ERO1A C1orf122 SIRPA GRK6 HIBCH ZNF770 MIER1 SLC29A3 PIM3 ATL1 BAZ1A TMEM184B SCAMP5 ZNF521 FOXJ3 ATG9A L3MBTL3 CHML STUM C1orf53 SAMD5 PLPP4 LIN28B-AS1 GDI1 PCMTD2 RUFY2 GGTA1 TMEM235 ZBTB12 EHMT2 LINC02210 TMEM240 E2F4 PDE7A SNX2 HMGN1 ITPRIPL2 RP9P MIR638 PPP1R14BP2 DNLZ TOMM40P4 NOC2LP1 SIPA1 C8orf82 ST7-OT4 STARD10 CRPPA PAM16 SLC12A8 CERS1 SLC44A3-AS1 HAGLR SMIM13 PRRT4 LINC01058 LINC00475 FTCDNL1 BAIAP2-DT ANKRD18DP DANCR MELTF-AS1 SATB1-AS1 SLC47A1P1 ATXN1-AS1 ELOVL2-AS1 BZW1-AS1 PPP5D1 AL590428.1 LINC00899 IMPDH1P10 LINC02777 RHOQP2 LYRM9 MED14OS C12orf75 KIAA0040 B3GALT4 MYCBP2-AS1 SCN1A-AS1 UBE2L5 INTS6-AS1 LINC01852 ZNF503-AS2 LINC00674 PRKCQ-AS1 RPS27P25 PPP1R35-AS1 LINC00886 HOXA11-AS C8orf58 AADACL2-AS1 MICAL3 IFITM10 H2AZ1-DT LINC02709 SBF2-AS1 AC040168.1 AC044802.1 PGAM5 BAALC-AS1 MARS2 WHAMMP2 PRR5-ARHGAP8 LINC01197 HHIP-AS1 SLC7A11-AS1 AP000866.2 EDIL3-DT C8orf88 MAILR RAD21-AS1 AC034243.1 AC127526.2 AP001107.9 LINC02298 SLC7A5P2 TESC-AS1 RHOQP1 HIF1A-AS3 FOXN3-AS1 TUBB3 USP3-AS1 ADNP-AS1 CPEB1-AS1 CEROX1 LMO7-AS1 DKFZP434A062 CCNQ MYZAP LINC01925 MIR4767 SUZ12P1 MIR4449 MIR3181 BAHCC1 AP005205.2 MIR4479 NAGPA-AS1 AC005746.2 RNFT1-DT MIR3188 COMMD3-BMI1 MIR4466 AC021321.1 CD24 CHASERR MIOS-DT APP-DT SOCS7 MIR4734 ARHGAP23 ORAI1 WHAMMP3 TADA2A PIP4K2B SRCIN1 PGM5P2 CISD3 ACACA CNTNAP3C HOXB7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXB7_TARGET_GENES ING3 PLD1 SH2D3C DCAF11 SARS2 ASF1B PHF14 PRKAG2 OTX1 ITGB1BP1 CPSF3 SERP1 SCGB1D2 MRPS12 MYO1B VEZF1 RERE ZNF837 PEF1 DEPP1 PPFIBP2 TBC1D10B EXT1 PRR13 LINC00111 ZSCAN31 PEF1-AS1 HOXC6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXC6_TARGET_GENES CYP51A1 RAD52 KDM1A PDK4 PHTF2 IFRD1 SPRTN STARD3NL NCAPD2 PRSS3 MBTD1 UTP18 RNF216 ANLN QPCTL SLC25A39 POLR3B RNF14 DDX11 GPRC5A NUDCD3 ZNF839 CCDC28A NR1H3 TYMP CD44 ARNTL2 SLC39A9 CENPQ RANBP3 ARID4A EIPR1 ALG1 DEPDC1B ZZZ3 METTL1 PNKP CTNS PARP3 TRIT1 YTHDC2 FAM214A MRPS10 RSF1 LTBP1 HEXB LIMA1 FAM160A2 RAD51 LAMA3 TRAPPC3 THRAP3 PLEKHH1 FAM168A PRDM1 TMCC3 LAMC2 NDC1 PSD YBX3 CA11 INTS13 CDON FAR2 TAF11 ANKS1A WDR18 ADAT1 CDK13 NFYC ELOVL1 LRRC40 KIF26A MYO9A PKM CBFB HYAL2 PRR11 MAPK6 ATP2B1 RPL31 SNX13 RDH11 SIDT1 CLNS1A EED DPP8 ZZEF1 TIPIN NUP37 TIMM21 MARK3 SLC25A3 FRYL REXO2 BAZ2A PTPN23 MLH1 DNAJC10 SNRPA MCCC1 ZCWPW1 SLC35C2 RFX3 SMARCA2 RBL1 NDC80 MEF2C ATP8B1 ERC1 PIBF1 TDRD3 SLC27A5 ATG16L1 NFX1 TMED2 OGFOD1 GMCL1 AAMDC KHSRP TPX2 TGDS ATRN DYNLL1 ANAPC5 KDM2B BRAP LTBP4 MAEA MCOLN1 OSBPL8 SPAG7 ZC3HC1 NUP50 SEC22C MAP3K1 DHPS NUP188 CRAT TBC1D2 SORBS1 EFHC1 NRP1 SETD1A ATP5F1D POLR2E LZTR1 CRYBB2P1 SLC25A1 GGA1 ANKRD54 EIF3L TOMM22 PPP6R2 HMGXB4 ZMAT5 APOL1 MYH9 FAM118A DESI1 ATP6V1D ERH RPS6KA5 SRP54 GSS ZMYND8 STK4 GID8 HM13 ACTR5 APMAP METTL4 KPNA3 ARL2BP COG4 UBE2I EEF2K HMOX2 CORO7-PAM16 RBL2 MAZ AAGAB IQCH HERC1 AP3B2 TMEM87A ATP8B4 GABPB1 OIP5 POP1 GDAP1 CHRAC1 UBR5 PPP1R13L ERCC2 RNASEH2A VRK3 PPP6R1 AKT2 PIAS4 CACTIN DMAC2 MRPL4 MEGF8 SYNGR4 LIG1 FAM83E TNPO2 DNASE2 DDX49 LSR NAMPT POLR1F SP4 H2AZ2 CAV1 TSPAN12 SSBP1 PDAP1 BUD31 PTCD1 AIMP2 MOSPD3 USP42 TMEM106B ANKMY2 ACTR3C AGR2 TMEM248 KDM4C BMPR1A STN1 SHOC2 CCDC6 NUFIP2 DRG2 DDX5 SLC16A6 AREG MAPK10 RPL34 GAR1 CLCN3 SEPSECS FBXW7 HSPA8 UBE4A CORO1C IL23A PTGES3 RSRC2 PPM1H ITFG2 FOXM1 ACAD10 CDKN1B DDX55 SLC38A1 KRR1 MRPL51 GAPDH NOP2 ING4 CDCA3 FGFR1OP2 CILK1 FBXO9 ZNF451 WASF1 C6orf62 HBS1L CUTA PACRG VEGFA TENT4A HMGCS1 MRPS27 RASGRF2 RAD1 BRIX1 RAD50 IL5 TRIM23 TRAPPC13 SEC24A SELENOK UBE3A CEP70 NPRL2 RPL24 CYB561D2 IQCG C3orf52 ATP6V1A RRP9 ARHGEF26 EPB41L5 MPV17 GTF3C2 ASB3 INO80B AUP1 HTRA2 GGCX SF3B1 KDM3A CNPPD1 HDLBP TAF1B BIRC6 PLEKHB2 GORASP2 ORC2 SCP2 AMPD2 SMG7 CTH CRYZ EXOC8 TSNAX MTR MYCL APH1A RCOR3 POLR1G KLF7 ATP10B USP35 TRPM6 C1orf198 RAD23B PTPA TRIM32 PPP6C NR4A3 ALDH6A1 ZNF410 SUPT7L SLC17A5 GOT1 CYSTM1 WDR55 CENPL CCDC77 WBP4 ELF1 ETF1 EGR1 SERP1 NR2C1 TRIM25 CEP89 PLBD1 NAA50 KHDRBS1 TMEM39B POLK SERAC1 TRMT13 BBS9 PMS2 CBX3 HNRNPA2B1 HOXA7 SPINK4 ZWINT DDX54 EEF1AKMT3 KBTBD4 EXOSC9 B9D2 TTPAL ZNFX1 MAD2L1BP EMC3 MRPS7 GGA3 ATG4C SNRPD2 SNRPB2 TMEM115 PCID2 SGPP1 DYNC2I1 COX7C YEATS4 LRRC61 UBR4 GFER PKMYT1 SMARCA4 PNKD STYXL1 PMS2P3 PEX1 RBM48 CASD1 SDF2L1 EMC4 SPECC1 FOXP2 MKLN1 DNAJB9 ELL3 CCDC32 DLL4 MINDY2 IVD DUT SERGEF PUS7L AJUBA ASH2L TOMM40 ATP5IF1 PPAN EIF3G PPT1 KIF3A ANKHD1 PRKAB2 FAAP24 CCT6B ARFIP2 TIMM10B IMMT TMEM128 LANCL2 FIGNL1 RIDA MMACHC CTNNBL1 SERINC3 USPL1 TPT1 DPF2 EIF2S1 ELP3 IER3IP1 KATNBL1 PRPF38B TMEM106C SLC38A2 RPS15A DDB2 ACP2 PIWIL4 ELP2 ERCC5 CARS2 ARHGAP32 UBQLN1 HRK TMEM243 HILPDA DNAJC14 CDK4 TFCP2 PAN2 OS9 AFG1L USP15 COG2 ABCB10 GLUL C2orf49 SCYL2 DRAM1 VILL LMO7 BZW2 ZFHX2 CIB2 MYCBPAP MARCHF7 UGGT1 WDR38 PSMB7 TRMO RNF38 CMTR1 YIPF3 LRRC1 IER3 MYO7A TGS1 SDCBP TRIM29 CTDSPL2 NUSAP1 RPLP1 ZNF280D GCHFR RTCA IFT172 SELENOI CENPO SMARCAL1 CARF WDR12 SECISBP2L SEC31A RAP1GDS1 SCARB2 GSTCD INTS12 YARS2 ETFBKMT TAPBPL PHLDA1 DUSP6 GAS2L3 RITA1 CSAD ZNF740 WDFY2 CUL4A CDH24 ARMH4 TCF12 SRP14 ANP32A COMMD4 ETFA USP3 BBS4 ULK3 SCAMP2 POLG NOL3 MEAK7 RPS2 NOB1 LRRC46 SLC39A6 CSNK1D FBXO15 MVB12A TMEM91 ZNF473 RPS11 RERE SH3BGRL3 PIGK MTF2 PFDN2 TUFT1 ENSA DYRK3 UBAP2L C1orf43 TTC13 ARF1 RPS27A ASXL2 SNRNP200 TMEM177 PKP4 NBEAL1 RETREG2 OSBPL10 TMEM44 USP53 MARCHF6 RPL37 BDP1 TRIM7 TRIM41 MMUT MTFR2 VWDE CDCA5 MDH2 SLC12A9 NCAPG2 LUC7L2 CHMP7 LACTB2 POLR2K EIF3H MED22 RPL7A GTF3C5 NTMT1 MIGA2 MSRB2 NRBF2 ADD3 DNAJB12 LRRC27 CNNM2 SYT8 TBX6 HMGA2 FSIP1 CACNA2D4 DCP1B NDUFC2 NUBPL PTPRO AMN1 CENPJ TMEM267 CACUL1 RABGAP1L GPATCH11 PDK1 SH2D6 POC5 SUV39H2 ZFP36L2 GGPS1 TXNDC11 CETN3 NMRAL1 ING1 UBP1 PPP2R5E CABYR ENAH RABGEF1 TSEN2 XPC CXXC1 AGPAT5 LARP1 CNOT8 SETD9 LSM11 SH3RF2 CD109 NTAQ1 ATAD2 NSMCE2 SASS6 CLDN12 FZD1 RNF111 DYRK1A UBN2 PSMG3 FANCC WASF2 SPATA2 ZFAND2B NIT1 RAPGEF6 ALG8 CFAP298 SYNJ1 GART LAD1 UBE2Z ALDH4A1 STARD9 LYPD5 CCDC107 VAV2 ZDHHC12 NEK8 TLCD1 CHTOP FLAD1 IER2 CPSF4 ALKBH4 MRNIP RPL8 LRWD1 FBXL13 YDJC BDH1 FDXR PRPSAP1 TMEM143 LARP4 TEDC2 PAQR4 TAF6L ZFPL1 NOL9 PEF1 RBBP4 DNAJB4 TYW3 HENMT1 HFM1 IGSF8 CAPN2 MEMO1 ARL5A CLHC1 COQ8A IWS1 CLASP2 SNHG16 PTPN13 CCNL1 CXCL3 SLC4A1AP RPL39L SFMBT1 GNL3 PBRM1 UVSSA ZNF691 PGRMC2 FBXO8 CEP44 F2RL1 SERINC5 ERAP1 NSA2 CITED2 KIAA0895 TRA2A SAP30L RELL2 TMEM184A FASTK PHAX ALDH7A1 YWHAZ DCAF13 WASHC5 CARD19 PCF11 ATP5F1C NDUFB8 SPINT1 DEPDC4 SENP8 NOLC1 COPS2 ARIH1 USP54 MCM7 CIAO2B CFAP52 HSP90B1 SLFN5 TMEM170A VPS39 CCNDBP1 NUDT21 ZNF180 ZNF668 ZNF646 CACNB3 TP53I13 KIFC2 WDR81 CYB5D2 ANGPTL4 CD320 MRPL58 ATP5PD ZNF598 BSCL2 C2CD3 SETD5 RNF187 DDIT4 COA6 MMADHC SEPTIN2 CDC40 POLR3D STX18 RNF181 LETM1 CEP120 FEM1B HNRNPH1 CSNK1G1 SH3TC2 CLIC4 HINT1 INO80E CNBP MT1E NLGN1 TRIM56 TPST1 NIPA1 USP38 ZNF212 CRTAP GABARAP STX8 FOS TMED10 ARMC10 RNF34 RPS9 NUDT6 TPT1-AS1 ZNF692 NAIF1 ZNF524 POLR1C HDAC3 GATM NME6 FRMD3 TEFM ZNF131 CERS6 GTPBP2 RAD9A MUS81 CFL1 NAA16 DCP2 CES2 HECTD4 FAM222B AHSA2P MAP3K11 ARV1 PPP1R14B ZNF622 ADGRF3 PC TAS1R1 PHOSPHO1 SWSAP1 ZNHIT2 ZWILCH BRSK2 FZD4 KCTD13 DOLK TMEM9B RAB6A CTDNEP1 TMEM39A ATAD5 ZBTB8OS ZSCAN2 RMDN1 SCAND2P ZFAS1 PAWR THAP5 IMP3 TSSK6 ZC3H12D PLEC ZFAND2A EPM2AIP1 ZNF552 EXD1 PER1 ALOXE3 SHARPIN MAF1 PCBP1-AS1 FIZ1 PUF60 SOCS4 TRNAU1AP EMC3-AS1 MCFD2 H2AC6 SKIDA1 H2BC4 LINC02363 KCTD2 AEN ZNF707 LINC00471 TMEM259 SKA2 SLC35D3 TMEM198B GDPGP1 DAZAP2 UTP11 UPP1 TBK1 SCN5A UQCR10 LRTOMT PPP1R2 KNTC1 WDR27 XPOT RBM33 PTRHD1 RPS27L C6orf120 ZNF74 CCDC137 PRKN ZSWIM9 PARPBP UBE2L3 ZBTB3 NDUFA13 POLR1D BLOC1S4 CA5BP1 INSIG1 MIR22HG LYRM7 MAPT C1QL4 TMEM232 CHP1 C2orf88 ANKRD19P C19orf54 DUSP28 CC2D2B CYP51A1-AS1 KCTD21 ALKBH2 SF3B3 FAM47E SPATS2L ZNF79 RNF216P1 SUPT3H NIF3L1 POM121 XRCC6 IPO4 TPK1 RABL6 TOMM7 SNHG17 ANXA4 ZNF398 PCBP2 PCNX3 ABCB8 MIRLET7BHG SYNGAP1 LRP10 DACT3 ZNF860 HTT SHPK MAP3K5 HNRNPAB RPF2 CDC42SE1 SPTAN1 ATAD3A INKA2 S100A6 ZNF121 SNHG12 NOL8 DDRGK1 RPL23A UVRAG WDHD1 C6orf89 TAFA2 CAPZA2 BHLHB9 APRT MIRLET7I RNU5A-1 RNU4-1 RN7SKP134 RNU5A-8P SNORD48 RNU6-8 RNY3 RNVU1-21 RNU4-2 MSTO2P ATP1A1-AS1 LINC00963 PRRT1 SNHG32 LSM2 MSH5 CSNK2B GPANK1 MICB MRPS18B PPP1R10 ABCF1 TRIM39 RACK1 TRIM27 ATXN2 CCNI2 SDHAF1 PSMB10 LIN52 LOH12CR2 SERPINB5 SNORD24 RNU6-2 MIR200C MIR584 MIR320A SNORD12C C1orf220 SUPT4H1 ARHGAP19 ZBTB9 GAPDHP25 NDUFS3 CLIC1 GANC CPNE1 ALG3 GCC2-AS1 TTC41P BBIP1 PPME1 EML6 CD27-AS1 PEX26 H1-12P AC009403.1 FNIP1 ADAMTS7P4 RAET1K NBPF1 RNU6ATAC AP4M1 XKR9 LINC01465 PPT2 AL441992.1 RTCA-AS1 BAZ2B CFLAR-AS1 NUP50-DT ZNF451-AS1 RABGAP1L-DT STK4-AS1 INKA2-AS1 WEE2-AS1 MRPL45P2 ZFAND2A-DT PSMG3-AS1 GTF2IRD1P1 HCG18 ITPR1-DT RFX3-AS1 SMG7-AS1 RERE-AS1 SNHG15 AC016876.1 EFCAB15P CTC-338M12.4 LINC01952 AC092171.3 RPL34-DT COX20P2 PEF1-AS1 SLC12A9-AS1 DNAJC9-AS1 LINC01852 ZNRF2P1 RGL2 UNC5B-AS1 DYRK3-AS1 LINC00649 PAXBP1-AS1 SNORD42B SNORA84 PSMB9 SMKR1 COX19 PPIL3 AC093627.4 PLCXD2 STAG3L5P ARHGEF26-AS1 MRPL33 MICAL3 PPAN-P2RY11 ACY1 RBM12 LINC02086 UBE2V1 GABPB1-AS1 LINC02453 AC008393.1 FAM111A-DT DACT3-AS1 DDX11-AS1 DRAIC RAD51-AS1 KCTD21-AS1 SBF2-AS1 FZD4-DT CSTF3-DT STX18-AS1 TMEM161B-AS1 NRAV SRP14-AS1 LINC00992 HAUS5 LINC02405 SH3TC2-DT LINC01182 HTT-AS LINC02482 SHLD3 TUG1 MPV17L2 TMEM9B-AS1 ANKHD1-EIF4EBP3 STX17-AS1 SNHG9 UVRAG-DT ITFG2-AS1 LINC02441 PPP1R14B-AS1 MIR200CHG PSMA3-AS1 CUX1 AC025031.2 PPT2-EGFL8 AL132780.2 SYNJ2BP-COX16 SRP54-AS1 AL359399.1 CEP95 NDUFC2-KCTD14 THTPA MAPK6-DT NDUFAF4P1 AC023355.1 AC015712.2 AC025043.1 AC072061.1 MIR762HG AC099778.1 CISTR AC036103.1 LMO7-AS1 SPINT1-AS1 AC138627.1 TMEM202-AS1 AC124068.2 CORO7 OVCA2 MIR4515 SNORD95 CFAP298-TCP10L MIR4757 AC011444.1 ZNF8-ERVK3-1 MAP3K14-AS1 AC008736.1 AC002115.1 MIR4453HG AC020915.2 RPARP-AS1 EGLN2 ARHGAP19-SLIT1 RMRP TSNAX-DISC1 HCG17 TAF15 MIR4466 GTF2H5 NFYC-AS1 STAG3L5P-PVRIG2P-PILRB GAR1-DT MIOS-DT AC009275.1 CWC25 SNORA78 H2BC8 RN7SL2 INO80B-WBP1 MIR4727 SNORD1C SOCS7 SYNGAP1-AS1 SNORA16A SNORA17A LINC01730 H2AC8 PIGW MIR7845 ZNF8 MYO19 MRPL45 CCDC28A-AS1 CCDC163 MIR3651 SEPSECS-AS1 LINC01144 MIR5087 ZSCAN5DP_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN5DP_TARGET_GENES POLDIP2 PLXND1 VPS50 DVL2 AP2B1 PAF1 CDKL3 RHBDF1 TSR3 POMT2 BAZ1B EEF1AKNMT DYRK4 NISCH CLCN6 NME1-NME2 BTBD7 WIZ ERCC1 CALCOCO1 ANGEL1 ZC3H3 CAPN1 MDH1 RTF2 EHD2 DEPDC1 MIPEP ALG1 PEX3 RFC1 NSUN2 MFAP3 CLEC16A CTNS PHF23 MED17 AP2S1 ATP6V1H TPR C12orf4 ADAMTS6 ARID1B CLPTM1L MRTO4 TRAPPC3 THRAP3 TBC1D22A FAM114A2 ZC3H11A NDC1 GATB SLC2A3 CTDP1 SFSWAP BICRA SPHK2 RPL18 EPN1 HAGH CTSA HMG20B TAF11 NTHL1 PKN2 PDIA5 YBX1 NFYC ATXN3 GOLGA5 LRRC40 THUMPD1 RRP15 HDAC4 ERLEC1 NUP133 NUCKS1 WIPI1 ST6GALNAC2 RAD18 RPL31 ING3 ACTN1 ZFYVE26 AFF4 SMARCE1 CLASP1 TIMM21 RAB7A EXOSC7 UNG PLXNA2 NMRK2 ACTN2 TULP3 SYNJ2 PKD2L2 REXO1 RABL2B RAB21 SRCAP HSP90AA1 IGSF9B EXD2 STK17B STRADB NUFIP1 CYLD STARD7 WDR47 NFX1 DIMT1 IPO11 ACOX3 BAX GNA11 XRN2 RPL6 MAPKAPK5 ESF1 DZANK1 ERP29 ANKRD24 SPTLC1 ICAM1 GNPTG ZNF268 MCOLN1 USP48 RBM27 OSBPL8 SCFD1 TRPM7 NUP188 CWF19L1 SRPK1 SIRT1 WASHC2A HNRNPM POLR2E MADCAM1 TRMT2A RANBP1 KLHL22 MED15 HPS4 SRRD TOM1 HMOX1 ST13 PRMT5 VCPKMT VTI1B GSTZ1 CEP128 RPS6KA5 PPP4R3A CHD8 PLTP NDUFAF5 IDH3B CHMP4B DHX35 DNTTIP1 CEP76 RNMT ANKRD12 BEX4 ACP5 TSNAXIP1 LONP2 N4BP1 SLC38A7 COG4 SMPD3 HSDL1 NAGPA TSC2 CLCN7 HAGHL GSPT1 EARS2 ELOB RPGRIP1L CEP152 EYA1 UBR5 GFUS BNIP3L RELB PPP1R37 VRK3 C19orf44 POP4 PLD3 PIAS4 TJP3 CACTIN MRPL4 DBP TNPO2 PRPF31 TFPT TMEM147 GTPBP10 DUS4L LMBR1 CPVL CHN2 GARS1 PTCD1 EIF4H EDF1 EXOSC3 HPS1 DHX40 KPNB1 GOSR2 PIGL MLX HDAC5 EFTUD2 TNFAIP1 IFT20 FRG1 TBC1D19 CCDC86 EIF4G2 UBE4A COMMD9 GTF2H1 COQ5 CSRNP2 BIN2 KRT18 MAGOHB FOXM1 PRR4 AKAP3 CREBL2 GTF2H3 EIF2B1 RAB5B CMAS HCFC2 RWDD1 SMIM8 MDN1 MED23 RPS12 PHACTR2 MDFI DNPH1 ERBIN LMNB1 SUB1 GNPDA1 NUP155 HMGXB3 ATP6V0E1 ARMC8 C3orf14 NCBP2 EIF1B EIF4G1 ACTR1B SLC35F5 SF3B6 STAM2 CENPA EIF2B4 NRBP1 SNX17 ASB3 NDUFS7 AUP1 HTRA2 MRPL19 STAT1 CCT4 CNPPD1 HDLBP PPP1R7 PASK STK25 TAF1B NOL10 SLC25A12 COX7A2L TRAK2 KISS1R CACYBP TCEANC2 TMEM59 MECR SCAMP3 DOCK7 SRM MFN2 GADD45A SRSF11 TMEM9 RRAGC RLF KDM5B KLHL12 PRPF3 ATP6V0B PRRC2C STMN1 DHDDS CENPF KMT2A ATF6 FOXO3 MFSD1 LDAH UBE2B SENP5 TRIM32 FBXW2 NEK6 RBM18 VPS4B FLVCR2 YPEL5 GPAM WDR11 KANSL1 PANK3 WDR55 GORAB CCDC77 EXOSC8 KDM3B SOCS2 SLC35B1 MRPS2 ECD TSFM HOXC13 TUBA1B AMD1 SLC36A1 SLC12A4 WFDC3 CHD6 STX16 NEURL2 PEPD ZNF576 MAD2L1BP CDKN1A NUP153 EMC3 LRRC29 FAM193A DDX31 RPL23 ZNF133 TBC1D20 NCLN MAX GDF5 TMEM115 UROD KLC1 RBM42 PRRG2 TRAP1 DNAJC8 ATG14 TRMT5 NUP214 COX7C UBR4 SLC35E1 METTL25 PNKD ATF4 EMC4 VGF PSMG2 ARHGAP22 TTBK2 BCL2L2 SGO1 DOHH ERMARD TOMM40 SAFB2 GTPBP3 DDA1 TULP4 NDUFA10 ZSWIM6 PGPEP1 UBAC1 METTL26 PPIL4 HAUS8 ANKHD1 TRAF7 ACTR10 LRRC41 LINC00470 H3-3B UNK POLR3F XPO4 PEMT TPT1 GPALPP1 WDR74 ZNF767P CCDC59 SBF2 DGLUCY UNC79 CTIF EMC7 YWHAQ CDC73 RERG SPOCD1 STT3A WDR36 UBQLN1 AKIRIN2 ORC3 NAT10 ITGA7 BLOC1S1 CDK4 PAN2 USP15 GNS MDM2 DYNC1LI2 PCNX2 COG2 ARMC9 C2orf49 PWP1 DRAM1 RCBTB1 C7orf25 ZDHHC4 HUS1 ACTL6A STAM CDK9 CDK5RAP2 SLC31A2 ATP6V1G1 ENPP2 RANBP6 CMTR1 NDUFAF1 KNL1 RMDN3 FAM149B1 SMARCAL1 SLC35A5 SHF HNRNPD CCNG2 GSTCD INTS12 RNF185 NDUFA9 CLSTN3 VAMP1 LRIG3 TDG SMARCC2 BRCA2 MAP3K12 VPS33A SLC38A6 ANP32A COMMD4 TPM1 ADAMTS17 GLYR1 FTO MYLK3 GALNS MED9 GID4 RANBP10 G6PC3 PELP1 RPTOR DYM ZCCHC2 PMAIP1 FEM1A ZNF473 CTU1 NOSIP RERE SYTL1 WDTC1 BCL10 RPS8 PTPRF NUF2 RGS5 ZNF687 PI4KB MRPL9 POGZ OAZ3 GOLPH3L INTS3 NVL SDE2 C1orf35 PYCR2 CALM2 RPS27A WDPCP MRPS5 NPHP1 RABL2A LNPK SUMF1 FANCD2 RETREG2 CTDSP1 CSRNP1 ATG3 EIF2B5 TBCK NAF1 BDP1 ARHGAP26 G3BP1 BOD1 FARS2 TRIM41 ABT1 RPL7L1 RARS2 ARMT1 KDM6A OGT ERLIN2 POLR2K PLIN2 AOPEP MRRF ASTN2 NTMT1 MIGA2 DPH7 COMMD3 FRA10AC1 PPRC1 APIP TBX6 CLEC1A LATS2 DCP1B SRFBP1 NUBPL QTRT2 SLC25A4 TADA1 GGPS1 MARVELD2 RAD17 MR1 RANBP2 TRAPPC8 CFDP1 PPP2R5E DNAAF1 ENPP3 C4orf19 MIA3 CCDC174 DPH3 ATP6V1C1 TRMT44 DBI RMND1 VPS37A MCU CDK20 SUPV3L1 NSMCE2 MALSU1 BRPF1 ODR4 SSBP3 ST3GAL2 DHRS1 AASDH SLC35B2 FMNL2 SPPL3 PANK4 C12orf43 PAFAH2 PTPDC1 MITD1 RNF166 CSRP1 ARHGAP27 ADPGK ATP13A2 ATP6V0D1 PSKH1 DFFA SSU72 CCDC58 CSTB CFAP410 C9orf116 C19orf47 ST6GALNAC6 MED27 VPS11 NLRX1 IKZF3 RPL26 CCDC78 TEDC2 AMDHD2 UBXN1 MAGOH IER5 BROX CLHC1 PACRGL COL6A3 TSACC CCT3 SUCLG1 EIF5A2 CCDC191 CCNL1 U2SURP HPS3 KIAA1143 KIF15 WDR43 ZDHHC3 FYCO1 ZNF148 RPN1 BAP1 TKT RFT1 HMGB2 CEP44 ICE1 CMBL NDUFS4 TIGD6 ANKRA2 UTP15 CREBRF PDSS2 COG5 WASHC5 FXN NDUFB6 STOML2 ARHGAP12 MARCHF8 DEPP1 RPUSD4 VDAC2 GFI1B PIP4P1 ZFYVE1 PSMC3 SMCO4 C2 TPP1 MCM7 SEC11C AP1G1 SNRPD1 ISLR2 DUS2 ZNF23 PPP2R3B TRAPPC2L RHEBL1 TUBA1C ZNF444 GLOD4 WDR81 OTUB1 NDUFV1 KCTD5 SEPTIN2 ATG4B TMEM208 CNNM3 ZNF507 STX18 MFF COMMD8 HSPBAP1 RAB24 PRELID1 SLC50A1 METTL15 SPNS1 HNRNPF NSG2 PDCD6IP FOS FOXA3 CHCHD7 TRIAP1 RPS9 TPT1-AS1 TRMT61B KRT19 MRPL36 ZNF274 BPTF TCEA2 RHNO1 MRM3 RPS7 ATPAF2 SYNPO ZNF554 ORMDL3 NME6 CYCS MCRIP2 RAD9A WASHC2C CFL1 DCP2 RPL38 METAP1D KAT5 COMMD1 ZNRD2 PC RCE1 PSMD1 NET1 C16orf91 CTU2 MGA PIGG DDX23 PHLDA3 DENND6A ATR VCPIP1 DOLK RPS6KB2 TTLL11 TOMM5 SSNA1 CHMP6 TMEM39A ANAPC2 SPRYD4 GNG7 LRRC37A3 ANKLE2 MTHFR FAM210A TIMM22 TBL1XR1 PIDD1 GBA TMEM94 TMEM11 AC068473.1 SLC25A20 CALR RAD23A PTPN11 CLK3 SHARPIN PIPOX PCBP1-AS1 LINC00652 SOCS4 FAHD1 CCDC43 EMC3-AS1 IST1 C8orf33 TRAPPC6B PGBD4 MFSD5 ZNF721 TSPEAR-AS2 CCDC125 GUSBP1 TBK1 TBL3 SNRNP35 TSSC4 RPL23AP82 TXNRD2 DYNLT2 NOC4L UBOX5 RPS27L FAF1 DDX51 PRMT3 PRPF39 MRPL30 SDHAP1 BRWD1 MORF4L1 AIDA C2orf76 CIDECP1 BCL9L POLR1D RPS23 SMYD4 NF2 TMEM232 EXD3 TMEM203 SECISBP2 CYHR1 ZC3H6 ZNF383 H2AX NDOR1 CLN3 FAM120AOS ZNF292 ADAT2 ZAR1L HRCT1 XPNPEP3 GARS1-DT POM121 WDR5 ZNF140 ZNF775 ZNF846 CRACDL NOP9 GMFB KIAA1671 IGF2R SRC H3C12 PSMD12 C1D ZNF628 ATG7 FAM118B TEAD4 DLGAP2 TMEM116 WWP2 ZNF26 WDHD1 COPS8 CALM1 SLC9A6 CNOT7 FOXJ3 BHLHB9 SNORD104 VTRNA1-1 RNVU1-6 RNU6-8 RNVU1-21 VTRNA1-3 RNU4-2 CENPW LINC00963 INPP5B SKIV2L NELFE EHMT2 CSNK2B GPANK1 PPP1R10 LILRB3 LINC02210 LINC01556 ATXN2 DCTN1 C12orf73 SLC35B4 PSMB10 RNPS1 RNVU1-14 TSN TAS2R14 SRA1 HEXA SLC35F6 RPS29 GALT REPIN1 LYRM4 ANG PLIN5 EML6 B3GNT10 IFRD2 SEPTIN7P2 ALOX12-AS1 AC141586.1 FASTKD5 RNASEK FAM228B MIR1285-1 AP4M1 XKR9 UBA52 HDAC4-AS1 C1GALT1C1L HLA-DPB1 OSER1-DT MIR181A2HG EPB41L4A-AS1 ATXN1L LINC01623 PROSER2-AS1 AL606760.1 LINC00511 WDR11-AS1 SDAD1P1 C2orf92 LINC00200 LINC02028 ZNF341-AS1 SGO1-AS1 GORAB-AS1 PRH1 RPS28 MAPKAPK5-AS1 LINC02532 SSR4P1 AC087294.1 FAM21EP TMEM147-AS1 ZBED5 MFF-DT FAM21FP CASTOR3 NME1 GET4 RPL23AP7 ATP5MF PTPRG-AS1 DENND6A-DT AP5Z1 TMEM199 AC091153.3 ZNF585B SEPTIN7P14 AC044802.1 ZBED5-AS1 STX18-AS1 ATP5MF-PTCD1 PURPL MALAT1 RNA5SP200 PINX1 CHMP1B AP001107.9 ITFG2-AS1 STH GATC RTEL1 BCL2L2-PABPN1 RNASE4 AL359317.2 RBM15B ZNRD2-AS1 HEXA-AS1 AL118516.1 AC009065.4 LINC02136 AL023803.1 AC124068.2 AC099518.4 GAN AC005670.1 LINC02210-CRHR1 MIR3928 RNU4ATAC MIR378D2HG NDUFV2-AS1 MIR5093 SNHG30 FDX2 EDDM13 NDUFA7 CALR3 EGLN2 AC008735.3 COMMD3-BMI1 AC009061.2 TERC NCBP2AS2 AC010240.3 AP003392.5 GTF2IP13 EIF2B5-DT CWC25 TAF9 RN7SL2 RNU11 SYNRG ZNF2 RN7SL1 FRG1HP MIR7845 PSMB3 RNVU1-28 RNVU1-2A H2AC17 RN7SL3 EIF1B-AS1 ARRDC3-AS1 AC107398.4 GTF2IP12 MIR4521 RN7SK LASP1 MARK4 REV3L TSPAN9 ZNF839 IKZF2 PNPLA6 CUL3 ZFYVE16 SNX29 LAMC3 ARID4B PHF21B POLR3E MED29 ABCA7 CYB5R4 COASY XRCC1 SCARB1 BAZ2A KAT6A AGBL5 AK6 EPS15 KIF16B RCOR1 PLEKHG2 SEMA6A MAST3 MYO9B SETD1A GADD45B LGALS1 NCF4 AHCY SLC7A6 COTL1 MTHFSD FBXO31 RHBDL1 UBFD1 USP31 MAZ RAB11A NUCB1 PPP1R13L CCDC9 PLIN3 PTPRS KXD1 GSK3A KDM4C PDLIM1 ATE1 NSMCE4A STN1 RGS9 PPP6R3 PDHX HPS5 IL23A LTA4H TRPV4 RAD51AP1 CDCA3 DSE ARRDC3 C2orf42 TIA1 ARID3A RBBP5 IPO13 DDX59 KLF7 USP35 UBN1 SET ONECUT2 EIF2B2 ALG5 GLT8D2 ECHDC2 ADGRB2 LAX1 SLC25A51 MED13L CDKN2C ATF1 LRP1 NUP85 PPP1R12C ATG4C SH2D3A GZF1 CEP250 PLAGL2 KDM5C EMC1 AAMP KNSTRN ILF3 PRKCSH CNN1 MRPL34 GDF15 SHFL EPS8L1 CHMP1A UBE2D2 PTPRE RPA1 ANKRD17 KDM6B RIN2 OSER1 DMGDH CDK8 MPRIP TMCC2 NUMB RAB11FIP5 KCNK1 REV1 MYCBPAP DPM2 BCAR3 SEMA7A B4GALNT3 LNX2 RHOF FRMD6 WDR20 SERF2 HMG20A POLG MAP1LC3B KSR1 BCAS3 DPP9 LMTK3 ILF2 ZNF514 NFKBIZ METTL14 SRD5A1 RNF44 RNF217 PURB LACTB2 SYT8 TAGLN ABCB9 RILPL2 FLCN OXNAD1 TMBIM4 C8orf37 ATAD2 DYRK1A SLC38A10 BABAM2 RCAN1 BTG2 CCDC107 ZDHHC12 SAFB UBE2Q1 NBEAL2 CCDC12 FDXR RNASEK-C17orf49 CAPN2 MEMO1 H3-3A CDS1 PLB1 MELTF AIMP1 FBXO8 FMC1 PDP1 AMN BEAN1 BEX3 SLC27A4 CCDC103 COQ7 IRGQ TPM4 OR2B2 HJV GPRIN1 HEXD LINGO1 GABARAP GSTA4 NDUFA3 RBKS ASXL1 LRRC8D BSG GTPBP2 PSME3IP1 RNASE11 SCAI UQCRH SWSAP1 ZDHHC24 MFSD4A B4GAT1 PTDSS2 PHYHD1 VPS37D PHLDB3 USF3 THAP4 SCN4B GLDC GTPBP6 MAF1 FRAT2 PLAG1 TMEM259 TRAK1 C11orf72 SEPTIN9 NELFA LAMP1 RXRA PTMA SF3B3 SULF2 SCN8A PDLIM7 ZSCAN25 ADARB1 SHPK IPP SLC29A3 NCOA6 TAFA2 CHAMP1 NOL4L-DT LST1 MRPS18B SLC48A1 PLAC9P1 FAM187A EFCAB8 TIGD1 URAHP AL441992.1 HCG14 LINC00620 LINC00475 SRRM5 FAM174C LINC00452 LINC02851 TOB1-AS1 TCERG1L-AS1 EMC1-AS1 GTF2IRD1P1 AGBL5-AS1 TRAF3IP2-AS1 ZNF687-AS1 LINC01719 LINC01136 LINC01503 AC092809.4 MTND1P29 TUBBP11 C4orf48 RN7SL832P KCNK15-AS1 LINC02453 FRG1-DT AC116535.1 LINC01962 ACTN3 LMNB1-DT STX16-NPEPL1 ANKHD1-EIF4EBP3 BRWD1-AS2 AL132780.1 PPIAP44 HIF1A-AS3 ACTN1-AS1 LINC02206 LINC02846 SNHG19 STAM-AS1 AC106820.5 AC087500.1 MIR4497 SEPTIN9-DT AC025682.1 MIR548AW SNORD55 MIR3181 STRADA MIR4273 ILF3-DT TBX2-AS1 AC005264.1 AC009005.1 AC019171.1 COX5AP1 AC026979.2 H3-3A-DT HNRNPD-DT LRRC8D-DT C2orf49-DT LINC00653 WDR5-DT MIR4727 H2BC17 RN7SKP175 AC007906.2 SNORA50C GGNBP2 H3C10 METTL14-DT FRG1GP MIR5087 GLI3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GLI3_TARGET_GENES RAD52 REX1BD RPS20 UQCRC1 PHF7 ERCC1 NUDCD3 PSMA4 MAP4 SZRD1 PPP1R12A THUMPD1 TP53BP1 LRP6 ACADVL AP1M1 SLC24A1 KLHL20 SESN1 HSP90AA1 ITGB5 AK6 NFX1 ACOX3 DNM1L ANKRD10 KIF9 CRLS1 MRPS33 GOLGA3 HDAC6 PSMD5 TIMM13 PNPLA3 ST13 SRSF5 PCK2 ZMYND8 IFT52 MYL12A HCFC1R1 TAF1C MTHFSD TMEM87A DTWD1 ZFAND1 MAP4K1 HNRNPL ILVBL SIPA1L3 DNAJC2 POLR1F EXOSC3 SMC3 CEP164 NUP98 PSMD9 MAGOHB DDX55 SLC38A1 SLC39A7 MRPS27 TARS1 IQCG EFHD1 GGCX TAF1B NFE2L2 BLZF1 RPA2 KPTN ZBTB45 PSPC1 SEPTIN7 NMI BTN2A2 GTF3C4 DDX31 PANK2 ZNF133 ZNF384 PCNX4 NUP214 TICAM1 PAICS PPAT MKLN1 ANAPC13 TTI2 SGO1 FAM98C MED18 F12 CAP1 THOC6 STARD3 VPS13B MUTYH SLC39A11 WDR74 LARS1 DGLUCY THUMPD3 CEPT1 PSAT1 SEMA4F BZW2 NMT1 TRA2B TCF19 IER3 TGS1 HAUS2 ITPKA GCHFR ATIC ITPRID2 INTS14 UQCRC2 RPL13A NME7 MGST3 UFC1 UBXN4 STK11IP PLAC8 LUC7L2 EBAG9 HIKESHI RPS3 CHEK1 LTO1 NUBPL UHMK1 TMEM123 NADK2 SAR1B GDPD1 FBXL18 TRMT44 TMBIM4 DRAM2 N6AMT1 EEF1A1 GALK2 FZD1 CCDC28B CPSF4 CLPB LZIC TYW5 MAIP1 SMARCAD1 APBB2 TMEM41A AIMP1 ADGRV1 ANKRA2 UTP15 SHROOM1 TRA2A FASTK FMC1 SPINT1 POLL DPCD COPS2 FAM227B RPL27A POP5 PROCA1 TMEM68 KCTD5 BSCL2 IRF2BP2 SEPTIN2 MLKL REEP4 DFFB CKAP2L UGP2 ZNF282 UBB DNAJC18 TRIM8 ENC1 POP7 NMNAT1 PHC3 TRMT10C DDX23 NDUFA11 SNHG29 LINC00476 WDR6 EIF3K AURKB PER1 EDC3 GCC1 PCBP1-AS1 LRRC57 CEP63 CCDC125 HMCES TSSC4 LMLN SETD4 HYKK SRSF10 DUSP28 KIAA0895L SPATS2L IARS1 PRPF40A WDR45 PSMD12 IPP SVIP TCAF1 CIPC PRC1 MIRLET7I RNU5F-1 RNU5D-1 RNY3 RUFY2 RXRB ABHD16A RNU6-2 LINC01089 RPS29 MDP1 GANC FIS1 LINC01465 RNU2-2P CCDC18-AS1 EPB41L4A-AS1 THRB-AS1 PANK2-AS1 ITGB1-DT SGO1-AS1 DHCR24-DT EFCAB15P SMIM27 MKLN1-AS WBP1 RN7SL346P AC090515.2 DENND5B-AS1 AC068888.1 AC092287.1 SNORD55 MIR3678 AC016888.1 MIR4754 MAP3K14-AS1 NAPA-AS1 AL024498.1 TAF9 RNU12 PIP4K2B SNORD49B MCM8-AS1 SYPL1 PIK3C2A IL20RA MRE11 AKAP11 VRK2 ZFYVE16 RRM2B SOAT1 PKP2 PRDM1 ALDH18A1 MED29 TAF11 ANKS1A NFYC GOLGA5 IFT80 PPP2R5B HDHD5 NUCB2 WDR1 ACTN1 SIDT1 SEMA3C DLG1 SART3 RBM7 PTPN23 SNRPA CIC RSBN1 GSK3B RPS5 ZMPSTE24 CTTN ZFAND6 TASP1 RBM27 OSBPL8 TLL2 SEC14L2 POLDIP3 AP1B1 CHKB MIEF1 PHF5A ZBED4 RPS6KA5 HNF4A JAG1 ACOT8 MON1B RAB11A CTSH UBXN8 SLC17A7 CCDC130 CCDC61 TBCB POLR2I RPS19 TNPO2 RNF32 FKBP14 PLEKHA8 NOD1 PTCD1 C1GALT1 PLOD3 ZNHIT1 GLCCI1 ANKMY2 KAZALD1 TUBD1 RPS6KB1 HOXB6 SLAIN2 STIM2 CCDC34 DTX4 EHD1 NAA40 HPS5 GTF2H1 PPFIBP1 IL23A PTGES3 RSRC2 PRR4 ALDH2 TBC1D30 LDHB NEDD9 GMNN SNX3 ADGRG6 BYSL HMGCR PDE4D RAD1 RAD50 IL5 PPWD1 SEC24A STC2 SMC4 SELENOK TIMMDC1 RNF7 KLHL18 NKTR EEF1B2 EPB41L5 WDR75 HDLBP DHCR24 CEP104 EDEM3 MFN2 CRYZ GNPAT RLF ESYT2 ATP10B FBXL5 VAMP8 SET RBM18 EIF2B2 PANK3 PLEKHG1 WDR55 ENY2 TAF12 APAF1 KHDRBS1 ZRANB3 SMU1 CISD1 MED13L CCDC91 CENPK NCOA3 MCEE MED20 MRPS7 GGA3 GZF1 RALY PRR12 DYNC2I1 TUBA4A AKAP9 STYXL1 RBM48 ZFP36 DOCK4 EIF2AK4 ICE2 MINDY2 MBD4 MNX1 ADRM1 POMT1 ACLY H3-3B DLG4 NXT1 PTPRA TOE1 PATJ ZFC3H1 RNF138 ARGLU1 LCA5 PAN2 TEC ISCU CKAP2 DPM2 TRMO GOLGA1 ARHGEF39 FOXP4 TMEM14B LRRC1 RTF1 TMEM62 PPM1B METTL5 HERC3 COPS4 G3BP2 USO1 YARS2 NABP2 RHOF TMX1 SLC38A6 WDR89 WDR20 ZSCAN29 SRP14 USP3 NCOR1 SAMD1 TMEM91 TMEM50B NOSIP GPN2 RPS8 POU2F1 NUF2 RGS5 TUFT1 EIF2D ILF2 C1orf131 HNRNPLL RALB NFKBIZ TBCK RPL37 COMMD10 ATG12 G3BP1 MEPCE MRRF CNNM2 PGAP2 TMEM138 DSN1 TBX6 ITGB1 NOCT IPMK SLC2A13 OBI1 RAD17 CETN3 ADPRHL1 CFDP1 CHD1 SKA1 PPM1J LARP1 SETD9 MED19 AIFM1 SMG1 LCA5L FANCC USF1 RAPGEF6 ARHGAP27 EFCAB14 SIK3 CCDC12 SH2B2 MRNIP PSMC2 FDXR CYB561A3 SLC25A45 GMEB1 USP1 HELQ PRKCI SNHG16 PSMD6 TIPARP CXCL1 RCHY1 IFT122 BAP1 HMGB2 TMEM161B COG5 ZNF12 OSR2 UBAP1 KLHDC2 METTL17 IKBIP RAG1 ATP9B MAP1A SNRPD1 DUS2 RHEBL1 RAB4B DAPK3 SLC43A2 FAM83B GLYCTK HNRNPH1 SLC50A1 PCBP1 NFU1 ZNF35 GABARAP HARS1 ARL6IP1 STAT2 CHCHD7 RPS9 MFN1 RAB4B-EGLN2 TMEM51 THOP1 TEFM DCP2 MYD88 DCAKD HECTD4 GLRX THAP2 MARCHF3 RBM4 UBXN2A TMEM51-AS1 TPRN SPRYD4 ANKLE2 EFCAB5 ACAD9 GRB2 ARL6IP6 ODF3B SH2B1 GALNT11 ZNF354B COX5A PFAS TUFM CTC1 PTPN11 ZBTB18 R3HDM2 ZNRF2 C11orf71 CLRN3 KCTD2 H2AW PLAG1 TMEM259 ERCC6L2 LINC01006 ANXA2 CEP57L1 GDPGP1 SMTN ADAP2 WDR27 RBM33 MUC1 HDHD5-AS1 HYAL3 ZSCAN30 NAP1L1 VMAC SECISBP2 FAM122A C19orf54 LIN54 WDSUB1 XPNPEP3 PPIA IPO4 NCOR2 MAN2A2 H2BU1 FUT11 WDR5B MAP3K5 TOPORS ZNF460 ENTPD7 GRK6 HIBCH C2CD4A ZNF789 OSTC APRT SNORA73B SNORD46 SNORA3A RNU6-7 DAXX CCHCR1 TRIM27 CCNI2 C5orf51 SNORD15A TAS2R14 SNORD72 TMX2 PAXIP1-AS2 TTC41P KANSL1-AS1 NEURL4 AC009403.1 CCDC7 LINC00339 CFL1P1 HMGB3P22 SLC9A3-AS1 SLC26A6 ENTPD1-AS1 CSE1L-AS1 SUCLA2-AS1 LINC01635 SEPTIN7-DT LINC02038 LINC01715 ZNF688 COL6A4P1 LINC02541 PRH1 LINC01719 GAS5 ACTG1P25 PPP1R3E NR2F1-AS1 SNORA13 SNORD54 SNORD13 TXNDC5 STIM2-AS1 SMKR1 GLYCTK-AS1 KCTD7 NAA80 TIPARP-AS1 TMEM141 RPL30P11 AC008393.1 AC096746.1 TMEM161B-AS1 SRP14-AS1 PSME2P3 C1orf210 CERNA3 VPS13B-DT CHKB-CPT1B AP001830.1 GAU1 AC093510.1 ZNF271P FNTB AL157911.1 NDUFAF4P1 AC015712.2 AC009962.1 SPINT1-AS1 AC018521.5 AC005775.1 AARSD1 FMC1-LUC7L2 AL390955.2 AC010240.3 AL451050.2 LINC01023 TIMMDC1-DT ZNHIT3 SNORD1C H3C6 MIR6508 AATF H2BC9 RN7SL1 SNORD49A SNORD65 FLJ30679 ABALON MIR4521 GLI4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GLI4_TARGET_GENES LAS1L RAD52 ARF5 CAMKK1 VPS50 ST7 DHX33 ITGA3 OSBPL7 AGK CDKL3 MARK4 NISCH NME1-NME2 MBTPS2 POLR3B RNF10 B4GALT7 PEX3 EDC4 LSG1 C12orf4 NOP16 MCF2L2 ARID4B PITHD1 POLR3E ATP2B4 DNAJC25 DGAT2 HAGH TNPO3 TLE2 PDE4A ZMYND12 TRAM1 RRP15 IDH3G PFN2 SLC44A1 CFAP20 EIF2B3 TCF3 CPSF1 KDM5A MRPS34 DPP8 SLC24A1 HACD3 ANO8 TIPIN WDR62 MKRN2 BAZ2A KLHL20 ARHGEF1 TULP3 DDX1 MOK RBL1 AP4E1 EXD2 JMJD4 WDR70 ZMPSTE24 AGBL5 WDR47 MTIF2 ATXN7L3 NSFL1C LZTS3 RPL6 ANAPC5 FUS ZNF302 OTUB2 GOLGA3 TF ZC3HC1 TMEM101 HECTD1 DHPS CWF19L1 HIVEP1 HSP90AB1 HNRNPH3 IFT74 ACOT7 TMED1 RAB18 SETD1A P2RX6 SNRPD3 TOP3B LRP5L HIRA JOSD1 POLDIP3 HMGXB4 RASD2 RBFOX2 ABHD4 TIMM9 KIAA0586 CDK5RAP1 TBL1X NKAP TAZ FGF9 MRPS31 VWA8 INTS6 MAPK3 ZNF821 TRIP4 IGDCC4 RAB11A DTWD1 BRF2 EYA1 EIF3E MTMR9 NUCB1 C19orf53 PPP6R1 KDELR1 WDR83OS PRPF31 TFPT DDX49 RUNDC3B DNAJC2 TTC26 SSBP1 PTCD1 RBM28 TMEM248 DNM1 EXOSC3 RAB11FIP2 TRDMT1 UNC5B CUEDC2 PSMD3 CASC3 PIGL INTS2 DRG2 SMARCD2 C17orf75 NAGLU MPP2 TRIM2 TBC1D19 KMT5B EIF4G2 BIRC2 COQ5 KCTD10 MLEC MVK PTGES3 GLI1 METAP2 FOXM1 ARPC3 RAD51AP1 DDX55 NUP107 KRR1 PPARD SOD2 CCNC MED23 TMEM30A LIFR TRIM23 TRAPPC13 HMGXB3 BNIP1 FAM162A WNT5A MRPL3 COMMD2 TNNC1 KANSL3 NDUFS7 CCDC88A KDM3A ID2 NFE2L2 S100PBP SMG7 MTR UAP1 RBBP5 FAAH RCOR3 NSL1 ARID1A MESD KMT2A DDX59 CCNI GTF3C3 UBE2B ZBTB45 NEK9 SUPT7L C10orf88 TCTN3 WDR11 KANSL1 CRHR1 SLC10A7 CCDC77 TAF12 PROSER1 ELF1 ALG5 EXOSC8 KDM3B SERP1 ADRA1A MTERF4 MRPS2 ZNF205 RPL5 WDR83 ATF1 TSFM KBTBD4 STX16 MCEE MPHOSPH10 ZNF391 TM9SF2 DMAC2L SLC25A23 EML2 PSMF1 SNRPB NRSN2 KDM5C MCF2L PCID2 PRRG2 PPCS ATP13A4 ADGRE2 WDR24 METTL25 ECHS1 ADORA2A SMO ICE2 THAP10 AJUBA REEP5 CDC16 RPL36 GTPBP3 ARHGEF16 MED18 ZNF331 AAR2 RBSN NR1H2 VPS25 DIAPH1 PIAS3 PRKAB2 NR0B2 C19orf12 DHX30 LANCL2 UTP3 VPS13B IGHMBP2 USPL1 PEMT DSTYK RFC3 SLC39A11 KRBA1 CCDC59 COX16 CEPT1 CDC73 RPS15A YARS1 WDR36 USP30 MDFIC AGAP2 TSPAN31 HNRNPA1 AFG1L STX6 DHX9 MRPL44 FLNB MED4 NUDT15 NKX2-1 TACO1 VPS45 KCTD3 NR5A1 ARPC5L PLAA ZSCAN9 VARS2 FCHSD2 SLCO5A1 TGS1 YAP1 NDUFAF1 PARP6 LRRC49 BCAR3 GTF2B MYOF INTS14 RASGEF1B CCNG2 GSTCD INTS12 GUCD1 ALG10 PEX5 ABHD13 CUL4A COMMD4 MAN2C1 POLG TICRR RHOT2 CLTC CACNA1A SLC39A3 DPP9 CCDC97 GEMIN7 CACNG8 NOSIP RERE ITGB3BP RPS8 MTF2 NUF2 RGS5 HDGF TARS2 MRPL9 OAZ3 GABPB2 EIF2D RAB13 ILF2 SNAP47 SRP9 NVL CNIH3 COPS7B NCEH1 RPL37 SSBP2 GIN1 PPIP5K2 PHIP WTAP CCT6A PSPH OGT MED22 REXO4 RPL7A GTF3C5 CIZ1 NOTCH1 FRA10AC1 DNAJB12 GSTO1 TUT1 NCAM1 VPS51 ALDOA TLCD3B DOC2A ARID5B PIH1D2 NKAPD1 UEVLD UBE3B NDUFC2 CDC123 ZNF827 CENPU FBXO4 TIAL1 C18orf25 TADA1 HOMER1 SPEF2 SAR1B GGPS1 SREK1IP1 CWC27 INO80C ING1 CD8A ENPP3 MRPL39 ANKRD40 ZKSCAN2 DPY19L4 DRAM2 AIFM1 ZNF689 GALK2 PDE6D SEC13 ZFYVE9 STEAP2 TAB3 AP3S2 C12orf43 PAFAH2 GRHL3 H4C8 MITD1 CCAR2 CFAP298 PAXBP1 RCAN1 ADPGK IRX6 GPBP1L1 TMEM69 CCDC107 ZNF221 ZNF233 CCDC58 PKNOX1 FAM207A C9orf116 HIPK4 ZER1 NEK8 TLCD1 PMF1 NAPEPLD PSMC2 PCYT1A PLXDC1 PRPSAP1 CLPB RPL29 LZIC KLHDC9 IER5 B3GALNT2 WDR26 PUS10 PEX13 DISC1 COQ8A VPS72 HELQ MRPS18C TMEM79 STT3B RPL22L1 CCNL1 SLMAP SLC4A1AP TMEM41A TKT C1orf50 IL15 MOCS2 ADGRV1 GRPEL2 NSA2 GFM2 ZNF704 STOML2 GPR101 NUDT5 PRPF18 ABRAXAS2 TSC1 GFI1B BMS1 CASP7 TRUB1 SPRED1 ALKBH3 COPS2 FAM227B IFTAP MCM7 ZNF3 HTR3A SLFN5 PCLAF STAT6 MRPL16 TSC22D4 MBD6 CDK12 SMG8 PSCA MRPL58 TMEM68 KCTD5 CTNNB1 ANKS3 MPLKIP ATXN2L STAT3 AHCYL1 STX18 DDX19A E2F6 SLC33A1 SNUPN METTL15 ZEB2 DUS1L ZNF282 CDK1 UBB ARL6IP1 DNAJC24 DCDC1 TRMT61B ATP6V0E2 C1GALT1C1 FAM98B ZNF581 PLEKHG5 RHNO1 ZNF570 RPS7 TVP23B TEFM ZNF131 BANP SLFN11 FUT10 MUS81 PSME3IP1 RPL38 ANKRD13D NMNAT1 ZBTB4 LIG4 C12orf76 FGFBP3 RPL15 FBXW8 SNHG29 PARL DDIT3 ZNF408 ARHGAP1 BANF1 EIF1AD EIF3F MRPL48 SUGCT AURKAIP1 RUVBL1 DLEU1 RTTN TGIF1 GBA CASC2 SRRM3 DNAJC28 ANXA2R IMP3 DMAP1 NDUFAF3 DALRD3 TMEM11 PLEKHM3 DTX3 SAMD4B PTPN11 R3HDM2 ZNF771 PSTK FAHD1 ZNF609 ARHGAP45 SSR4 CAPS2 KCTD2 POLR2A IST1 NPLOC4 TSPAN10 SLC25A21 LINC01547 SF3A3 TOB2 DNAH2 ADAP2 SNRNP35 ZBTB40 NDUFA12 NOC4L DGAT1 UBOX5 MROH2A INTS5 DDX51 ZBTB37 CCDC137 MRPL30 SEPTIN7P13 MRPL40 BRWD1 PTCH1 MST1P2 HEXIM1 FNBP1 EPOR PTMA EXD3 FANCM GPR89B ZC3H6 FAM230G CENPP SRP72P2 NOXA1 NHLRC3 ADAT2 KIAA0408 HMGB1 TMEM63A SUPT3H NIF3L1 ZNF569 ZNF775 IPO4 HDAC2 H2BU1 ARHGEF12 METTL9 ZSCAN25 ZNF165 MRPL21 CDC42SE1 ZNF433 EME2 ZNF461 INKA2 NKIRAS1 SNHG12 NOL8 RPS4X ZNF770 CALM1 ANKRD13B MT-CYB MTCO3P12 MTOR FOXJ3 OPA1 TSEN15 MAP3K3 CCDC167 MFAP3L NAGA SMG5 RNU5A-1 RNU5B-1 SNORD118 SNORD46 RNVU1-34 VTRNA1-3 LINC00449 TATDN3 SNHG5 EFCAB7 PHACTR4 LRRC37A5P APOM BAG6 DHX16 ZNF616 C12orf73 ITSN1 C21orf62-AS1 RNU6-573P RNVU1-14 MT-TH MT-TS2 MT-TL2 SELENOH RNA5SP212 ZNF580 SFT2D2 NDUFS3 GTF2H4 NUDT19 TMEM213 ST7-OT4 KANSL1-AS1 AC141586.1 FASTKD5 TMEM242 CYB5RL CROCCP2 ZNF579 ZNF433-AS1 MIR1302-3 AP4M1 FAM200A VPS52 LINC02593 EPB41L4A-AS1 HCG14 LINC00240 NRSN2-AS1 JPX SBDSP1 LINC00431 TMEM30A-DT LINC01359 WDR11-AS1 STEAP2-AS1 AC106875.1 HDAC2-AS2 WEE2-AS1 RPL41 LINC01715 AL669831.3 ACBD6 ELOVL2-AS1 TPI1P2 RPS18 AGBL5-AS1 MMADHC-DT GRHL3-AS1 SMG7-AS1 LINC01166 SNHG7 NKAPP1 RPSAP31 FAM133B JRK GAS5 ID2-AS1 INTS6-AS1 NR2F1-AS1 NALT1 ZEB2-AS1 SNORA13 RNU7-27P RNF103 CASTOR3 NME1 PPP1R35-AS1 PPIL3 ISY1 LINC01168 RDH14 ATP5MF BMS1P4-AGAP5 BMS1P4 MBL1P STMP1 MRPS31P5 TTC4 DNAJC25-GNG10 TPTEP2 LIFR-AS1 NEAT1 RORA-AS1 AC116535.1 LACTB2-AS1 AC079089.1 PICART1 AC090061.1 AP000802.1 SPTY2D1OS STX18-AS1 AC008966.1 BCKDHA ATP5MF-PTCD1 MTND5P11 MRPS31P4 GLUD1P3 MALAT1 SHLD3 VPS13B-DT STX16-NPEPL1 BRWD1-AS2 ITFG2-AS1 AL132780.2 AL359317.2 NDUFC2-KCTD14 NDUFAF4P1 AL050341.2 MIR762HG PMF1-BGLAP ADPGK-AS1 AC009107.2 AC124068.2 AC073878.1 AC012184.3 ISY1-RAB43 DHX33-DT LINC01569 ZNF213-AS1 MIR548AW SNORD3A SNORD55 OTUD7B MAPT-AS1 MIR4674 CFAP298-TCP10L SEC22B MIR4519 LINC01775 AC004596.1 AC008736.1 ZSCAN16-AS1 RMRP AC010359.2 TAF15 AL390955.2 GTF2IP20 DCP1A NOL12 RNVU1-27 SNORA16A MIR6068 RNU12 TRBV13 SNORD49B SNORD49A PSMB3 MIR6731 VWA8-AS1 H4C2 MAPT-IT1 MPP7-DT MIR4521 MYBL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MYBL1_TARGET_GENES CFTR REXO5 MYCBP2 ST7L ZBTB32 EFCAB1 GOPC LETMD1 SLC4A8 REXO2 FKBP6 CIC RSBN1 PPIE ZMPSTE24 RFX2 RPLP0 FXYD5 PAPOLA HNRNPH3 IFT74 SDR39U1 ACIN1 SLC52A3 PPP1R2C DTWD1 ADAM2 DKKL1 POP4 CBLL1 H2AZ2 ANKRD7 SNX8 RPA3 DCUN1D4 EIF4G2 KRT18 LTA4H ITFG2 CDKN1B CDCA3 USP5 RFX4 MORC1 STAT1 CAPZA1 WARS2 CENPF CCND2 AREL1 MLH3 POLK TRMT13 SPATS2 COQ8B HSPA2 MTERF1 CCNT1 TOMM40 PSRC1 TMEM258 CLOCK ERCC5 STT3A PNPLA8 CDK4 IMP4 PLAA TFAP2A HADHB G3BP2 MYG1 WDR89 SERF2 LRRC46 ANAPC11 MBD1 DMRTC2 ANP32E JTB ETAA1 USP53 LUC7L2 BTBD10 ATM ALDOA TLCD3B UBC GDPD1 AGPAT5 MOV10 SPAG17 SH3RF2 SASS6 MYO1E DEDD MRPL10 DEDD2 TMEM143 KASH5 LARP4 NEU3 HENMT1 MEMO1 RCHY1 CEP44 TMEM184A SNAPC3 HNRNPK LRR1 CCT2 FAM227B ZMAT1 RIMKLB MARS1 DUSP18 POP5 ZNF526 PLAAT5 PBK RFWD3 TMUB2 SH3TC2 ELP5 KRT8 ZNF561 LDHAL6B LCLAT1 STARD6 MSL2 BRMS1 THAP6 LONRF3 CNTD1 GRB2 RMI1 FBXO34 MYADM C14orf119 CCDC66 CLDN7 MRPS16 TOB2 COA3 MYBL1 LINC02610 ZDHHC17 ANKRD19P H2AX RBM34 UBE2Q2P1 BLOC1S2 MYL6B SULT1A1 NACA ERI2 HNRNPAB H4-16 SYCP1 DCAF12 VTRNA1-2 LINC00654 MGAT4D LNP1 TRIM59 RPS29 NBPF1 LINC01120 DNAJC9-AS1 ANKRD36BP2 WARS2-AS1 ZBED9 SNHG15 C5orf58 SMIM27 LINC00941 ZBED5 MEIOSIN LINC01409 KIFC1 FAM50B C3orf85 LINC01206 MRPL33 MCPH1-AS1 LINC02475 HOXA10-AS PXN-AS1 AC079385.2 ITFG2-AS1 AL158801.2 AL132780.2 AL049869.2 LINC02367 KRT18P55 ZNF561-AS1 ZNF224 LINC01801 SNHG8 STAG3L5P-PVRIG2P-PILRB RARB_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RARB_TARGET_GENES MT-TF MT-TG MT-TR MT-RNR1 MT-ND3 MT-ND4 MT-ND4L THRA_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/THRA_TARGET_GENES IBTK GRAMD1B RB1CC1 UNKL SMARCD1 GTF3C1 TP53INP2 CLUL1 CCNT2 TIMM13 PALM DEPDC5 DNAJA3 BCKDK EIF3E DOT1L DBP HBP1 CASC3 AMBRA1 TMCO6 C9 APH1A RSRP1 WDR55 EXOSC9 INHA OBSL1 SLC25A35 ZNF780B SERGEF APOC1 SAFB2 PNISR EMC7 COQ10A CEP350 DNAJB5 CCNG2 NPAT ATM GXYLT1 EIF4E UPF2 ADAM17 SH2D6 JMY TXNDC11 DAB2 OXA1L ZC3H18 SAFB BORCS7 TMEM41B IQCD EEF2 ULK4 H1-4 GSTA4 FGGY C16orf91 DENND6A JUN PGBD4 NXPH3 ADGRG3 BRWD1 EP400P1 PMS2CL ZNF292 MRTFA LHFPL5 MT-ND6 MT-CO2 MT-CYB MT-ND2 MT-CO1 DENND4B SMG1P2 HCP5 MT-TF MT-TI MT-TQ MT-TM MT-TW MT-TA MT-TN MT-TC MT-TY MT-TD MT-TE MT-TT MT-RNR1 SNORA26 CCNT2-AS1 GRM7-AS3 DANCR HMGN2P34 FAAHP1 HCG25 LINC01135 LINC01410 DENND6A-DT NEAT1 BRWD1-AS2 AL160314.2 CORO7 MIR4449 FDX2 ILRUN-AS1 MTHFD1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MTHFD1_TARGET_GENES ZCCHC8 MTHFD1 PGK1 KCTD20 RNF6 PALLD FOXK2 EEF1A1 CLASP2 PXT1 PCBP1-AS1 RNU6-1 SKIL_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SKIL_TARGET_GENES DPM1 STPG1 CYP51A1 MAD1L1 CFLAR AK2 KDM1A RBM6 NDUFAB1 ST7 MSL3 ZFX BAIAP2L1 KDM7A TTC22 PHTF2 LGALS14 CDKL3 PAFAH1B1 CEACAM7 RHBDF1 LUC7L TSR3 SYN1 REV3L BAZ1B RANBP9 APBA3 AKAP8L MBTD1 UTP18 RNF216 SYT7 ERCC1 EXTL3 MAP4K5 ZC3H3 ATP2C1 CXorf56 ZFP64 SERPINB1 ZNF839 ZDHHC6 BIRC3 GCLM DEPDC1 NR1H3 PRKCH TNFRSF1B VEZT BRD9 GAB2 APBA2 MAP2K3 DAPK2 NSMAF BOD1L1 RAI14 PHLPP2 RTN4R MYO16 LSG1 TNC AP2S1 TG C12orf4 RRM2B TNFRSF17 PER3 ARID1B PIK3CB PHPT1 SYNE2 RELT KCNH2 CUL1 CCDC85A ITIH1 ZFR DCBLD2 PRDM1 POLR3E NDC1 PARP12 CREB3L3 QSER1 SFSWAP GPBP1 DGAT2 ELMO2 VMP1 CA11 CDON CTSA CNN2 ZNF76 UHRF1BP1 TRAM2 SLK PDE4A ELOVL1 FGFR2 STAG3 MYO9A CBFB HYAL2 MEF2A OTUD5 INPP5A POLR1A KIF2A PITX1 KCNAB2 MAPK6 UFD1 LRP6 PHRF1 SLC44A1 TMEM260 SMG6 FSTL3 MNT ZXDC AP3M2 CFAP20 MAP4K4 TRIP13 TCF3 PTPN18 ASIC4 TFRC SREBF1 STK10 DERL2 SMARCE1 KDM5A ST6GAL1 PICALM EED WSCD2 FRYL BCAP29 SART3 BAZ2A ANKRD13A XAB2 CTTNBP2 TOP2B NFKB2 LRCH4 UBE2A ARAF GNB1 CBFA2T2 SDF4 REXO1 DNM2 KEAP1 SLC35C2 SMARCA2 PUM3 TCF7 MEF2C SMARCD3 BZW1 CCNT2 TNPO1 NUFIP1 RRAGB ZMPSTE24 SSH1 GSTP1 CD82 MYNN MAP3K4 CTTN MTIF2 DDHD2 EPS15 EPDR1 SEPHS1 PPEF1 ALG9 HSD17B14 ACHE NLK UIMC1 RFX2 DDX18 KHSRP FER1L4 KIF9 DYNLL1 MAPKAPK5 GCN1 FUS CDIP1 RCOR1 LTBP4 SLC9A1 RGS1 FLT3LG RAB11FIP3 GNPTG GOLGA3 TNRC6A PLEKHG2 MAP3K20 HNRNPC SEMA6A GPATCH2 CDC45 XYLB HDAC6 DHPS HOOK2 TBC1D2 CWF19L1 BAMBI CREM FKBP5 SIRT1 OCEL1 MYO9B SETD1A ATP5F1D MARCHF2 TIMM13 MADCAM1 SNAP29 BCL2L13 YPEL1 MAPK1 PPM1F PIK3IP1 PATZ1 PICK1 TPTEP1 CBY1 RHBDD3 MCM5 APOL4 IFT27 DESI1 PRMT5 RIN3 PPM1A CEP128 HIF1A PABPN1 NFKBIA PNN TRPC4AP IFT52 ADNP PFDN4 PSMA7 NKAIN4 ARFGAP1 CDC25B TRIB3 CSNK2A1 RPRD1B ACOT8 USP14 MYL12A SMAD7 ANKRD12 NXT2 UBL4A DHRS12 TSC22D1 MGRN1 HSF4 CORO1A LYRM1 NUTF2 NFAT5 CBLN1 PLLP CTCF ZNF821 CMC2 HSDL1 ABCC1 NUBP1 UBE2I PIEZO1 CLUAP1 UBFD1 EARS2 GGA2 CDIPT BCKDK IL21R AAGAB IQCH TRIP4 AP3B2 RAB11A TGM5 BMF ZDHHC2 INTS9 RIPK2 NDRG1 ZC2HC1A GSDMD EEF1D INTS10 DCTN6 ARHGEF10 KCTD9 ASAH1 CGB2 LIN7B PPP1R37 PPP1R13L PLEKHJ1 CD37 SF3A2 LYL1 TRMT1 FCER2 TBC1D17 IL4I1 CCDC130 PTOV1 C19orf53 TNNT1 OLFM2 POP4 CCNE1 YJU2 TJP3 HNRNPUL1 BBC3 CYTH2 WDR83OS MAST1 RAB3A ETV2 LSR FKBP8 HPN ATP13A1 DNAJC2 H2AZ2 RNF32 LMBR1 DNAJB6 HIBADH TAX1BP1 HSPB1 PTCD1 EIF3B SNX8 WASL AIMP2 PCOLCE FBXO24 USP42 GLCCI1 NRF1 ANKMY2 COA1 TMEM248 EIF4H FSD1L SEC61B AKNA DNM1 TBC1D13 KCNT1 MPDZ PIP5K1B SHB EXOSC3 DVL1 PLEKHA1 BCCIP MTPAP SMC3 CCDC6 UBTF PSMD3 RECQL5 MED13 ENO3 RAI1 CCDC47 SMARCD2 DDX5 C17orf75 LGALS3BP PPP1R9B VAT1 HDAC5 SMURF2 DCUN1D4 GAB1 FRG1 SLC2A9 FBXW7 NSD2 STIM2 SNX25 LRP2BP UFSP2 KMT5B PPP6R3 CEP164 CBL NECTIN1 MDK MADD SLC35F2 CD69 PRDM4 DAO KCTD10 MLEC ATP5F1B GLI1 PPM1H LTA4H RAD51AP1 DUSP16 SPRING1 VDR CAND1 RAB5B CDCA3 USP5 LPCAT3 SRSF9 RWDD1 PAK1IP1 ASF1A MCM9 FAM184A HINT3 KCTD20 SAYSD1 VNN2 C6orf62 CUTA TFEB SRF DNPH1 EXOC2 GMDS SLC29A1 CLIC5 MAN2A1 TENT4A ARSB ARRDC3 RAD1 BRIX1 PPWD1 C9 MACROH2A1 TCERG1 CPEB4 BCL6 IQCG ATP6V1A KLHL18 HEMK1 CISH MAPKAPK3 GORASP1 KANSL3 ACTR3 STAM2 NDUFS7 CCDC88A MOB4 HSPE1 KDM3A IL1R1 STK25 ID2 PLEKHB2 GORASP2 SLC1A4 WIPF1 PNO1 THADA C2orf42 TIA1 ALMS1 MORN1 ICMT RPL22 ASH1L DNAJC6 IVNS1ABP ADPRS RRAGC RBBP5 GPR89A ARTN IPO13 ERI3 PIK3R3 NSUN4 RPS6KA1 ARID1A CENPF OSBPL9 POLR1G KMT2A KPTN DDX59 ATF6 IRAG2 SPCS2 TNFAIP3 MYL12B CCNI UCHL3 ELL2 CYP20A1 NDUFB3 UBE2B PIGZ CCDC92 SET PTPA TRIM32 PHF19 NEK6 PPP6C ALG2 C19orf25 ZBTB45 ACYP1 DLST ZC2HC1C SUPT7L YPEL5 ARMH3 GNA13 KANSL1 DUSP1 PANK3 RCL1 MTHFD1L PLEKHG1 TASL SNX19 CCDC77 WBP4 ELF1 ARL1 SOCS2 TNFRSF10B UBIAD1 TARDBP FAM117A ADCY7 SEC22A NAA50 ZNF639 TMEM156 RPL21 LINC00544 LY9 PMS2 ZMIZ2 HERPUD2 CBX3 HNRNPA2B1 PHF24 EGR2 CDKN2C RNF11 WDR83 GIPC1 CENPK SPATS2 ATG101 NFE2 IKZF4 KBTBD4 LPGAT1 CHPF NCOA3 PIGT PARD6B PLCG1 MOCS3 PMEPA1 NEURL2 IL9R ATP8A1 USP22 USP9X WRNIP1 ZNF391 GPR18 RAP2A SEPTIN6 MRPS7 GGA3 NUP85 BARHL1 CLPP TRIP10 GPR108 TNFSF14 GZF1 STK35 FAM110A NCLN NECAB3 KDM5C PRDX5 PRMT1 AHDC1 KTN1 FAM78A MAP2K2 HIVEP3 TRAF2 IDUA FBXL16 KDM4B METTL25 HIP1 POR PEX1 RBM48 ADORA2A EMC4 KLHDC10 MTX2 TWSG1 ARHGAP22 WDFY4 ELL3 INO80 IVD DUT CLN6 ARPP19 DCTD FXR2 ILF3 AJUBA FOXA1 EGLN3 MIS18BP1 RHBDF2 DOHH GNL3L THEM6 XPO7 FCHO1 GDF15 LSP1 PNPLA7 MNX1 ADRM1 METTL26 EIF2S3 TMEM160 ARHGEF16 DNMT1 LRP3 HABP4 UBA1 ZNF141 NFATC1 RLIM HAUS8 SH3BP5 KCNC3 MGAT1 RPL27 PSMC3IP ACAP3 C1orf159 PPFIA1 IL13RA1 TOP2A RARA PRKAB2 SELENOS CHSY1 RHPN2 DNAJB1 RFX1 LRRC41 DHX30 PTCD3 ILKAP LANCL2 GRSF1 ENAM UTP3 VPS13B PCBD2 DAP3 ARHGEF11 ZSWIM3 RBM38 DMGDH FBXO44 CPLANE2 DCTN4 USPL1 TPT1 GPALPP1 SRRM1 CSNK1G2 KRBA1 KRAS CCDC59 RRAS2 SARAF NUMB MEIS2 KATNBL1 SLC38A2 CDC73 FBH1 ANKRD16 KCTD1 ACP2 RAB33A TPGS2 STT3A WDR36 OASL RNFT2 BICDL1 TMEM243 TMEM60 SRPK2 MTO1 NAT10 CDK4 MICAL1 STX11 MDM2 PCNX2 ABCB10 MRPL44 DNAJB2 WNT10A TMBIM1 REV1 ANKRD36 EPC2 DRAM1 TBC1D4 C7orf25 CHST12 GPNMB BZW2 RSAD1 TEX2 SKIL HS6ST1 ODF2 TOR1B SLC2A8 TEX10 RNF38 KIF13A PIM1 TFAP2A TUBB2A HMGA1 MDC1 MTCH1 VARS2 C6orf52 FCHSD2 RAB30 BUD13 RDX NDUFAF1 UACA SMAD6 ADAM10 TTLL7 IFI44L LRPPRC RPS24 HECW2 OLA1 SEMA7A COPS4 SEC31A NUP54 CENPE SEC24B PPP3CA MAPK8IP3 RGS3 RNF185 TMEM117 MARCHF9 POC1B TCHP FAM222A ITGB7 LMBR1L ESYT1 SBNO1 VPS37B FRMD6 ARMH4 DCAF5 TPM1 IGF1R ABHD2 ZNF710 UQCRC2 ARHGAP17 CPNE2 KATNB1 RHOT2 PCTP RHBDL3 SS18 PRELID3A GAREM1 ESCO1 WRAP53 FOXK2 CBX4 ZCCHC2 CACNA1A NFIC DPP9 CCDC97 TMEM91 SIRT3 SAE1 EVI5L FAM71E1 SLC2A5 RERE PADI1 PGD WDTC1 ITGB3BP ZNF697 POGK CREG1 NUF2 RGS5 TOR1AIP1 LYPLAL1 ZNF687 TARS2 ANP32E ARNT POGZ GABPB2 KCNH1 DYRK3 EIF2D SMYD2 AQP10 GALNT2 CDC42BPA MBOAT2 PARP1 PSEN2 CALM2 SPOPL HSPD1 ACKR3 ARL6IP5 LRIG1 MANF DGKQ TBCK CAMK2D RPS3A RPL37 PIK3R1 ANKRD31 G3BP1 ZNF300 CDKAL1 TPBG RNF217 PURB POMZP3 CCNB3 OGT SNX12 FBXO25 HMBOX1 CHMP7 LRP12 UGCG NR6A1 ASTN2 SURF4 REXO4 ASB6 NTMT1 SLC25A25 GPR107 PAXX SEC16A NOTCH1 FRA10AC1 CYP17A1 MTG1 CELF1 SESN3 PAK1 KAT14 EI24 SOGA1 VPS51 DOC2A TMEM219 ARID5B DCUN1D2 TMCO3 KIAA1328 MIA2 SPATA4 MTMR12 CCT5 ATPSCKMT DIXDC1 PIH1D2 NKAPD1 DCP1B UBE3B DIP2C SRFBP1 FAM177A1 MIPOL1 VTI1A TEX9 FLI1 SLC25A4 AMN1 BICD1 CENPJ TLCD4 FAM168B JMY NMT2 SAR1B SREK1IP1 CWC27 DAB2 AHCTF1 TMEM87B RMND5A CD8A DNAAF1 ABCA6 TRIM11 C21orf91 MRPL39 FLCN CCDC144B RHOC ZKSCAN2 PIK3AP1 KCTD18 FAM126B ANKRD9 MTERF3 PTDSS1 SUPV3L1 ZFAND3 KAT6B ATAD2 ZNF689 FBRS EIF4A2 BRPF1 ZFYVE9 PAXIP1 HTR5A FCSK TSC22D3 DYRK1A SPPL3 RAB28 RER1 GRHL3 PTPDC1 WASF2 AUTS2 H4C8 CNOT11 KCNB1 AHCYL2 GPAT4 ELK4 RNF166 USF1 FAM160B2 CCAR2 ALG8 PAXBP1 RCAN1 UBE2Z RUNX1 BTG2 CELF3 ALDH4A1 CCDC107 TNFRSF13C CALM3 NR2F6 PKNOX1 PDXK TRAPPC10 CFAP410 RALGDS ZER1 PKN3 PCSK7 FLAD1 LMNA LRRC71 NACC1 CPSF4 FBXL13 NAPEPLD PSMC2 PLXDC1 PRPSAP1 LSM12 EMC10 LARP4 TAMALIN RNASEK-C17orf49 TBC1D24 NXF1 SLC25A45 AK4 FAAP20 OMA1 GBP4 KLHDC9 SPATA17 KIF26B OBSCN-AS1 PUS10 PEX13 MEMO1 TYW5 MAIP1 CFAP221 SMARCAD1 S100A11 CGGBP1 PMVK PYGO2 INAVA YY1AP1 TSACC CCT3 ANKZF1 SGO2 PRKCI PPM1L CCNL1 U2SURP MTMR14 ZNF513 SLC4A1AP LZTFL1 ZNF148 ZC3H12A HEYL RNF168 AIMP1 ATRIP INTU MST1R FBXO8 CEP44 OTUD4 ADGRV1 SLC25A46 RHOBTB3 CFAP97 TENT2 ANKRA2 UTP15 CREBRF RPS14 IQUB DLC1 SPIDR OXR1 GPR146 INTS1 PDP1 PSIP1 VCP FBXO33 SPTSSA GTF2A1 ZCCHC24 MICU2 KLHDC2 VDAC2 TSC1 GFI1B ARHGEF40 ZNF219 PSMC3 CPSF2 ARL5B TCP11L2 CKB BAG5 SGPL1 APBB1 TRIM44 PPFIBP2 ZMAT1 XRRA1 CENPN ATMIN LEO1 ZNF143 NDST2 MCM7 TK2 IQCD BLCAP ATF7IP2 AP1G1 SAAL1 FAM111A ANPEP NAV2 NEMP1 NAB2 NYAP1 DIS3L SMAD3 PIP5KL1 ISLR2 SP2 CRK RNF214 CDK12 TEPSIN PPP2R3B SMG8 GATAD2A ANKRD11 DHRS13 CORO6 RAB4B LAIR1 DNAAF3 PSCA CHAF1A HDGFL2 C19orf48 KLK2 PRDX2 MIS12 CTNNB1 ULK4 LTBP3 CCDC88B SETD5 THAP9 DDIT4 RBPJ GNG4 POLR2J3 IRF2BP2 PXK MPLKIP SEPTIN2 TAP1 ATG4B RHOH ATXN2L ZSWIM1 ADAM18 LDLRAD4 SHOX2 TNIP2 MAT2A CPLX1 DHRSX SLC25A6 ZNF354A UBE2V2 PCSK9 TBC1D10B LMAN2 CRADD PTK2 BUB1 ASPSCR1 HNRNPF ROBO1 KLF13 PUSL1 NSG2 ZNF778 SIK2 PWWP2A ZNF212 ZNF282 GABARAP UBB PRDM10 FOS KRT8 METTL7B NUDT9 ELOVL6 PFKFB3 TMC7 ARMC10 ATF7 BFSP2 KBTBD2 TPT1-AS1 PKIA TSNARE1 C11orf24 TADA3 C9orf16 NAIF1 FAM241B TMEM37 CHST11 ZNF581 RAB4B-EGLN2 NMUR1 CXXC5 PLEKHG5 EXOSC10 PTEN RPS7 DRC3 JMJD1C KLF11 EIF2AK3 MOB3A MTBP MRPL13 ISG20 ZNF131 IL16 GNB2 MCRIP2 TCEAL1 PPP1CA RAD9A WASHC2C CFL1 TMCC1 MIR4435-2HG KAT5 COQ2 TRMT112 AHSA2P ZBTB21 TRIB1 DAB1 MICOS10 PEAK1 RCE1 UQCRH RNF213 DPY19L1 XXYLT1 TLR1 FAM53A CTU2 ZBTB4 STAG3L3 DENND4A ANKRD36C PELI3 AKIRIN1 B4GAT1 NR1D2 RIN1 NDUFA11 RSRC1 C3orf33 ATR SNHG29 ZNF654 ZNF408 ARHGAP1 MED16 ATG13 GOLGA8A CENPS EIF3F CLTB ALG10B DRAP1 C11orf68 RAB6A SUGCT RMI2 TOM1L2 ZNF77 UBE2O B3GALT6 TPRN CHMP6 SPHK1 RTTN SPRYD4 VPS37D LMNB2 CDK5R1 MIR7-3HG ANKLE2 THAP4 EPS8L2 TALDO1 DLGAP1-AS1 PPFIA3 NINJ2-AS1 NR2C2 SLC25A22 CSTF2T GBA CRACR2B MLF1 C2orf69 SH2B1 PLEC WDR6 ZNF223 COX5A RFLNA FBXO34 SELENOW EXOC3L1 C12orf42 SAMD4B PXT1 ZNF664 RAB39A SHARPIN MAF1 PCED1B PIPOX MYADM TIGD5 PDXDC1 TSHZ1 PSTK MYLPF FGD6 ZNF609 HARBI1 ARHGAP45 LINC02363 SMG1P3 SCRIB ST20 TRAPPC5 SLC25A42 SLC26A11 DHTKD1 POLR2A RNF135 MRPS23 ZBTB20 RFX7 IBA57 MRPS11 SNRPE TMEM259 NOP10 EXOC7 TSKU RPL35A EWSR1 CNOT10 AP2A2 CSMD1 SF3A3 GPR132 EP400 MEX3B TANGO2 MRPL54 NDUFB1 UPP1 TBL3 LIN9 ADAP2 SNRNP35 CMSS1 TACSTD2 RPL23AP82 EFNA5 SS18L1 NUTM1 CDCA2 AMER1 SEPTIN5 EIF4ENIF1 H1-10 SUMO3 CLCNKB JAG2 FAM227A NOC4L TMEM121 INTS5 RPS27L ADSS1 FAF1 NSMCE3 H2BC13 DDX51 PRMT3 UBALD2 NOTUM TNFAIP8L1 TARS3 TLCD2 SP1 WASH3P PSMD13 BRWD1 PMEL PRAME PIGP DNAH14 TRIM69 ATP6V0C LAMP1 KLHDC8B ANKRD46 WWOX CIDECP1 ZNRF1 MST1P2 ANKRD37 INSIG1 KTN1-AS1 FSD2 PDE2A SPIN2B VSIG10L CXCR3 HEXIM1 ZNF395 GPR141 TEAD1 GCNT1 PTMA TLR5 TET3 SAMD11 VMAC C2orf88 CLEC17A AC091057.1 C17orf99 AGRN ZC3H6 DCUN1D3 COMMD6 CENPP PDCD1 H2AX CLN3 PARVB UROS CYP51A1-AS1 TMEM198 LINC00910 SLX4 RNFT1 RELN ARID2 MAOA LIN54 SLC35E2B NEMP2 HMGB1 PLEKHG4 PPIA ZNF836 NIF3L1 POM121 CGB7 CD55 ZNF775 PLXNB2 MRTFA HDAC2 TCF4 ERI2 PDXDC2P-NPIPB14P H2AC13 SNHG17 MAML3 ARID5A NHLRC2 H4C3 PCBP2 H4C11 ZNF165 ZNF786 ADARB1 SIPA1L1 CDC42SE1 RPS26 SPG7 NOL8 ZNF335 ZNF84 TFDP1 QRICH1 DDX42 PIM3 GET3 SPRED2 ITSN2 TCAF1 YTHDF2 TMA16 ATL1 COPS8 SLC9A6 IPO9 TEX45 RPL10A ZNF521 HMGN2 RUSC2 STKLD1 PRC1 DCLRE1A ATG9A SGMS1 MIR378A RNU6-230P RNU5A-1 SNORD104 VTRNA1-1 RNU5B-1 RNU5D-1 RNU1-19P RNU5B-4P RNA5SP493 RNU5E-4P SNORD48 RNA5SP324 RNA5SP152 VTRNA1-2 RNY3 VTRNA1-3 IBA57-DT MIR29B2CHG C6orf99 GDI1 EFCAB7 LINC00963 NEU4 TAP2 MRPL38 SNHG32 VARS1 VWA7 ABHD16A ACOXL-AS1 DISP3 TBC1D8 AKT1S1 C12orf73 TRIM13 SPIRE2 C4orf47 TECPR1 CCDC85C CPT1B HMGN1 CRLF2 CYS1 C21orf62-AS1 RNPS1 JPT2 THUMPD3-AS1 RNU6-841P RNU6-1013P RNVU1-15 RNU6-2 RNU6-9 MIR7-3 MIR638 SACM1L TRGV3 IGHM SNORA26 ZNF580 SCAF8 RPL7AP60 SIPA1 ARL2 SRA1 C8orf82 VDAC1 NDUFS3 FABP5P5 RPS29 GTF2H4 LINC01521 DNASE1 REPIN1 ZNF891 AC132008.2 AMZ2P1 ST7-OT4 ANG AC009053.1 CDIPTOSP POLR2J4 LINC01347 ALOX12-AS1 AATBC GCGR SLC35E2A CROCCP2 CCDC7 RNASEK LL22NC03-63E9.3 MIR1302-3 MIR1208 MIR548K C6orf226 PPP3R1 AP4M1 NPTXR XKR9 SLC12A8 RNU2-17P RN7SKP127 RN7SKP165 TH2LCRR VPS52 LINC02593 EPB41L4A-AS1 LINC00620 PCOLCE-AS1 LINC00240 NDUFAF8 LINC00337 JPX LINC00475 LINC01623 FGD5-AS1 LINC00431 TRAM2-AS1 C3orf86 SGMS1-AS1 TRGV6 CFLAR-AS1 PLCL2-AS1 LINC02051 CHCHD2P1 IL9RP3 DANCR LINC00511 EPS15-AS1 KLLN AKR1B15 LINC01624 IL6R-AS1 LYPLAL1-DT XPC-AS1 PCAT6 LNC-LBCS HDAC2-AS2 RPL41 LPGAT1-AS1 PET100 LINC02028 PPP5D1 LIMD1-AS1 TRGVB WARS2-AS1 RPS18 RSL24D1P11 PCAT7 IPO9-AS1 TRAF3IP2-AS1 ZBED9 GRHL3-AS1 LINC02642 ZNF687-AS1 PET117 SNHG7 LINC00167 DDX11L10 LINC01137 AC108047.1 LINC01136 UBE2V1P4 EIF2AK3-DT LINC01952 ZFX-AS1 KCNH1-IT1 MAPKAPK5-AS1 JRK COX20P2 ID2-AS1 BRD3OS AL031727.2 ITGA9-AS1 SSR4P1 BHLHE40-AS1 B3GALT4 ZNF815P LINC01920 VLDLR-AS1 ARF4P2 UST-AS2 TTN-AS1 LINC01358 LINC01409 DYRK3-AS1 MACORIS AC022034.1 RPS15AP29 FAM21FP NALT1 LINC02773 TMEM250 SNORA13 RNF103 CASTOR3 GET4 STIM2-AS1 PSMB9 RPL12P28 TCAM1P PPIL3 LRRFIP1P1 LINC00973 ISY1 NSUN6 LINC00881 ARPC4 PI4KA MUC20-OT1 HLA-DMB AC106707.1 MICAL3 EFNA4 MNX1-AS1 WDR92 APOBEC3D LINC02086 AC124242.1 AC008393.1 H2AZ1-DT CXXC4-AS1 NEAT1 AP000787.1 FRG1-DT CEBPA ZNF84-DT AC096746.1 AP001922.1 SEC24B-AS1 NRAV LINC01962 GDNF-AS1 LINC02174 RNF103-CHMP3 ARPC4-TTLL3 PURPL GMDS-DT THAP9-AS1 WWC2-AS1 AF117829.1 AC107884.1 CENPS-CORT RNA5SP200 RNA5SP168 GASAL1 LNCOC1 VPS13B-DT SIGLEC14 ALG9-IT1 AL157756.1 AP003390.1 AP003119.2 CHMP1B PDXDC2P HIGD1AP5 AC127526.2 AP001107.9 BRWD1-AS2 PDE2A-AS1 COA8 ZNF10 HMBS YWHABP2 CACNA1C-IT1 TMPO-AS1 AL132780.1 LINC00609 FNBP1P1 LINC02404 AC025031.2 SLC7A5P2 AL158801.2 AL132780.2 LINC01629 RNASE4 CEP95 AL132639.2 POC1B-GALNT4 MAPK6-DT AC023355.1 MRPL46 AC027682.1 NDUFA5P11 AL050341.2 AC009090.2 CENPN-AS1 KDM7A-DT ITFG1-AS1 LDC1P AC096734.2 ERVK13-1 AC069224.1 AC009065.4 AC009107.2 AC005837.1 LINC01003 LINC02168 ISY1-RAB43 AC012146.2 MIR548AW RN7SL784P MIR3928 MIR3189 RNU4ATAC AP005329.1 NOTCH2NLA MIR378D2HG MIR4487 MIR4449 MIR5194 MIR3613 AC018521.5 AP001033.1 MIR4674 AC012447.1 ZNF488 SEC22B TXNIP NDUFV2-AS1 MIR5091 NBPF15 SNHG25 MIR4479 MYO15B MIR4757 MIR4645 ILF3-DT SCAT1 ATF7-NPFF CEBPA-DT RNFT1-DT AC008750.2 NAPA-AS1 FAM156A AC132192.2 MIR4453HG AC005759.1 AC008687.4 NBPF9 RMRP MICOS10-NBL1 LINC01480 IMMP1LP1 TAF15 RNVU1-31 HSPE1-MOB4 TLCD4-RWDD3 AC018647.2 TMCC1-AS1 AL451085.2 MAN2A1-DT AC026979.2 NBPF25P NUP153-AS1 NUDT3 CD24 H3-3A-DT WASL-DT CHASERR ARL2-SNX15 INSIG1-DT PAXIP1-DT H4C12 H2BC14 FRMD6-AS1 RCC1L MIR6815 RNVU1-26 LINC02340 RN7SKP175 RNU12 ORAI1 RN7SL1 FRG1HP PIP4K2B H2AC14 MIR6821 H4C5 SNORD49B H4C4 SRCIN1 SNORA50C MIR7155 NKILA LINC01348 TRG-AS1 ARRDC3-AS1 ZNF250_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF250_TARGET_GENES MAD1L1 DNAJC11 BAZ1B EEF1AKNMT NCAPD2 ZNF200 ERCC1 NUDCD3 ZDHHC6 ARID4A ZZZ3 MFAP3 SPATA7 LIMA1 LETMD1 FAM114A2 RC3H2 PPP1R12A CS BORCS8-MEF2B RFXANK COL17A1 GOLGA5 COASY TTC7A ERLEC1 LRP6 ALDH3A2 ACADVL FBXW11 MRPS34 ANO8 TIPIN MLH1 KLHL20 LRCH4 MCCC1 SLC1A3 DDX1 BZW1 ZNF446 ZMPSTE24 TMED2 HUWE1 ACHE NLK KHSRP ZNF343 ANAPC5 RPLP0 ZNF302 PCBP4 ZC3HC1 HNRNPC TOX4 NUBP2 MYO9B TXN2 ATP6V1D AHSA1 PABPN1 MROH8 CDK5RAP1 NXT2 MRPS31 TRIP4 DTWD1 CSPP1 BRF2 PIH1D1 RPS16 PPP2R1A GCDH LENG1 PRPF31 TFPT COPE DDX49 TTC26 ADAP1 H2AZ2 SSBP1 FBXO24 ANKMY2 TMEM248 KDM4C PDLIM1 DNMBP LZTS2 TASOR2 INTS2 C17orf75 MRPL27 PRKAR1A TNFAIP1 IFT20 PHF12 TBC1D19 OSBP KCTD10 MLEC ITFG2 RFC5 KRR1 MRPL51 NOP2 MED23 HARS2 NME5 TCERG1 BCL6 CEP70 MRPL3 HEMK1 ABHD14B NKTR SF3B6 ASB3 INO80B NDUFS7 ID2 SCP2 SMG7 NR5A2 LGALS8 EBNA1BP2 PRDX1 SLC35A3 NSL1 KPTN FBXL5 RPN2 UCHL3 VPS4B ZBTB45 WDR11 COPS5 KIF18A RPL5 ORMDL2 KBTBD4 ZNFX1 STX16 MAD2L1BP PSMF1 ZNF133 PRRG2 ZNF384 DYNC2I1 WDR24 RNF6 MTERF1 LSM8 DNAJB9 INO80 THAP10 RAB2B AJUBA TTI2 GTPBP3 HAUS8 MGAT1 RPL27 VPS25 ANKHD1 DIAPH1 ZCCHC9 RFX1 DHX30 VPS13B LARS1 COX16 EIF2S1 USP30 PNPLA8 SYNCRIP ZC3H10 CD164 USP15 C2orf49 ISCU NUP42 BZW2 HUS1 DBNL ACTL6A TANK RPS6 PIM1 NUSAP1 NDUFAF1 HAUS2 LRRC49 GCHFR LRPPRC USP8 SECISBP2L GSTCD INTS12 SINHCAF PHLDA1 ESYT1 DENR ARMH4 SERF2 ZSCAN29 POLG SEC11A GAS8 BCAS3 CCDC97 RPS11 NOSIP ITGB3BP MTF2 MPC2 DCAF6 TMCO1 NUF2 RGS5 TARS2 GALM SPATA5 CBR4 RPL37 RNF145 ZMAT2 TRIM41 IRAK1BP1 SLC12A9 AGBL3 ERLIN2 LRSAM1 TUT1 C11orf49 INTS4 ATM VPS51 DOC2A HMGA2 DLAT PIH1D2 NKAPD1 UBE3B VIPAS39 EPS8 VTI1A SAR1B SREK1IP1 CWC27 AHCTF1 ENPP3 MIA3 EME1 SETD9 SLC26A2 TMBIM4 CCT8 BUB1B WASF2 EMSY CFAP298 PAXBP1 FLAD1 FDPS JOSD2 SPSB3 RPL29 RBM15 DHX57 HELQ MRPS18C ANKZF1 GRPEL2 TMEM184A METTL2B PRPF18 BMS1 ZNF219 CCT2 FAM227B IFTAP IQCD PCLAF VPS39 MRPL16 SNRPD1 TRUB2 COQ4 SP2 FBXO22 POP5 SMG8 RHEBL1 GHDC COPS6 COA6 MPLKIP STX18 LMAN2 METTL15 SPNS1 KRT8 HARS1 RNF34 TRIAP1 RNF139 NDUFA3 OSCAR NUDT6 TADA3 ZNF692 ASXL1 ZNF562 ZNF561 ATF7IP RPS7 DRC3 TEFM C5orf34 ZNF24 DMXL1 MICOS10 RGMB SNAPC5 C12orf76 CATSPERD EIF3F ALG10B MRPL48 SUGCT TOM1L2 RUVBL1 RTTN COX8A RBIS TIMM22 ZFAS1 GBA THAP5 RPS27 DMAP1 IMPDH2 SH2B1 WDR6 EPM2AIP1 NSUN3 DHFR2 EXD1 DPM3 PER1 PTPN11 PIPOX MCFD2 LRRC57 NPM1 TMEM102 MRPS11 NOP10 SF3A3 UTP11 KMT5A VPS33B ADAP2 NUTM1 CA13 UBOX5 SEMA4B RPS27L TEDC1 ANKFY1 PTCH1 ZNF397 TPCN1 CHP1 EXD3 SECISBP2 MORN2 COMMD6 NOXA1 S100A14 SUPT5H PPIA LONP1 ZNF774 ZSCAN26 ABCB8 SIPA1L1 EME2 ATAD3A H4-16 RPL12 ZNF770 TAFA2 CTR9 MTCO3P12 GPATCH3 EPS8L3 SCAMP5 HMGN2 OPA1 ATG9A KIFBP TATDN3 EFCAB7 SKIV2L NELFE PPP1R11 RACK1 C12orf73 SARNP CRYZL1 C21orf62-AS1 SNORD12C MT-TF MT-TT MT-RNR1 TRAV13-2 RNU6-460P EEF1A1P32 SRA1 NDUFS3 HNRNPA1P32 MDP1 ST7-OT4 FIS1 RAD51AP1P1 SPINK13 FASTKD5 MIR17HG RPL17-C18orf32 TMEM242 FAM228B C6orf226 FANCG EPB41L4A-AS1 TANK-AS1 JPX LINC00431 ENTPD1-AS1 WDR11-AS1 ST7-AS1 WEE2-AS1 WARS2-AS1 COA6-AS1 DARS1-AS1 SMG7-AS1 NKAPP1 LINC01952 ID2-AS1 AL031727.2 GS1-124K5.4 FAM200B PTENP1 RNU7-27P WBP1 MRPS17 ISY1 ARPC4 PISD BMS1P4-AGAP5 BMS1P4 MICAL3 MRPS31P5 CFAP57 ACY1 RNF139-AS1 DRAIC DIAPH1-AS1 RGMB-AS1 CKMT2-AS1 STX18-AS1 ARPC4-TTLL3 GLUD1P3 HOXA-AS2 VPS13B-DT BORCS8 STX16-NPEPL1 ANKHD1-EIF4EBP3 RAB44 PXN-AS1 GATC PSMA3-AS1 ITFG2-AS1 RTEL1 MRPL46 AL050341.2 AC036103.1 AC124068.2 ISY1-RAB43 SNORD95 AC018521.5 CFAP298-TCP10L RPL17 NCOA4 POLR3GP2 ZNF561-AS1 NAPA-AS1 MICOS10-NBL1 AL390955.2 DCP1A C2orf49-DT INO80B-WBP1 TUBGCP5 LINC01012 RAG1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RAG1_TARGET_GENES C1orf112 CYP51A1 RAD52 CD99 CFLAR RBM5 CD38 MYCBP2 DNAJC11 TRAF3IP3 VTA1 ZNF207 CD4 HIVEP2 RNF216 MBTPS2 CLK1 XYLT2 SPAST OSBPL5 RB1CC1 ASTE1 RNF19A CUL3 BOD1L1 CLEC16A MED17 FAM214A RSF1 ARID1B PTCD2 PIK3CB FAM168A MXD1 CTDP1 HDAC7 MRPS35 GPBP1 MRPS24 DGKA CDK13 ZBTB11 MEF2A TTC7A KIF2A ERLEC1 RNF126 CDC42 ATP2B1 MGAT4A NFATC3 SMARCE1 KDM5A PICALM ANO8 TUBE1 SRI MARK3 SLC25A3 MKRN2 TOP2B LRCH4 SIRT6 MCCC1 N4BP2 CNOT4 PSEN1 UBA5 STK17B DUSP12 TUT7 TNPO1 PDS5B SCAMP1 DDHD2 IPO11 PTPN4 ATRN BRAP USP48 TXNL1 TMEM101 G2E3 HECTD1 MFSD11 LRRFIP2 CDC5L ABLIM1 TECR IZUMO4 GADD45B HIRA GRAP2 KHNYN CNIH1 CINP NFKBIA MYL12A ZDHHC15 MRPS31 VWA8 CYB5B TRIP4 DTWD1 GABPB1 BLOC1S6 SGK3 CSPP1 BRF2 IKBKB UBR5 ARRDC2 DNAJC2 CBLL1 GARS1 EZH2 COA1 TLE4 AKNA ZFAND5 DNTT SEC23IP SHOC2 RPL28 UBTF MTMR4 DRG2 SMARCD2 EFTUD2 UBE2D3 NDUFC1 FBXW7 TBC1D19 HSPA8 KMT5B RNF141 EIF4G2 BIRC2 PSMD9 METAP2 ELK3 ARPC3 CREBL2 ACAD10 OGFOD2 GTF2H3 EIF2B1 DDX55 KRR1 C2CD5 TDP2 RWDD1 HINT3 MED23 GPLD1 SLC16A10 PTK7 DNPH1 EXOC2 TMEM30A MRPS27 ITK ST8SIA4 SKP1 NR3C1 TXNDC15 CSNK1A1 ARMC8 CEP70 XRN1 BBX IFT57 NEK11 ABCC5 DNAJC27 EIF2B4 ITGA4 SNX17 ASB3 GCA NDUFS7 CCDC88A UNC50 MOB4 TAF1B NFE2L2 S100PBP PLEKHM2 CD2 KDM5B DR1 ABCD3 SLC35A3 NSL1 STAG1 IRAG2 TNFAIP3 FOXO3 PTBP3 DLST RBM25 ZNF410 DNMT3A IDE PLEKHG1 CCDC77 PTK2B ZNF706 COPS5 TRIM25 POLK MTERF4 MRPS2 PRXL2A TRIR TSFM ACSL3 TTPAL STX16 PEX6 MAD2L1BP SH3TC1 MRPS7 GGA3 NT5C VASP GPCPD1 PSMF1 PCID2 MAP2K2 AUNIP RNF6 AKAP9 POR SRD5A3 RAC2 MKLN1 MINDY2 PSMA1 TXNDC17 ERMARD RPL36 GTPBP3 NDUFA10 ZC3H4 ATP5IF1 RBM39 SNRPA1 LRRC41 CCT6B DHX30 RAF1 UBE2G1 GRSF1 VPS4A PTPRA ZMYM5 POMP KRAS ZFC3H1 SARAF COX16 ARL8B EDEM1 LAMTOR5 IL6ST RPS15A PUM1 YARS1 ERCC5 ETS1 USP30 HRK RINT1 AKIRIN2 ATP5MC2 REPS1 MDM2 GLUL MRPL44 ITM2C VPS36 KDELR2 RSAD1 EPRS1 WDR33 STAM ABI1 LRRC8A APTX RNF144B MTCH1 TGS1 BUD13 SLTM NDUFAF1 HAUS2 ADAM10 ZNF280D FBXO11 IDH1 ITGAV USP8 SECISBP2L SEMA7A HERC3 NUP54 CNOT6L POC1B GIT2 NUP58 KANSL2 SETD1B VPS33A SLAIN1 CUL4A TCF12 NEIL1 USP3 SCAMP2 ZNF710 UQCRC2 CDR2 CLTC RPTOR CBX4 RERE TIPRL NUF2 RGS5 RORC MRPL9 OAZ3 GABPB2 EIF2D SDE2 GUK1 METTL21A RHBDD1 DIS3L2 TAMM41 VGLL4 ABHD10 FIP1L1 TBCK CYP4V2 SSBP2 ATG12 ARHGAP26 DDX46 C7orf26 NIPSNAP2 MCPH1 ATP6V1B2 NSD3 REXO4 ASB6 PDSS1 RSU1 FRA10AC1 ADD3 RGS10 VPS51 PPP4C PIP4K2A ABCB9 UBC NUBPL C4orf33 GUF1 FBXO4 PARP8 C18orf25 NMT2 MBNL1 SAR1B PTPRK SREK1IP1 CD8A ZDHHC7 C7orf31 TRIM11 C21orf91 SLFN13 MPPE1 PIP4P2 CNOT8 LSM11 MED7 SLA TMBIM4 SAMD8 PDE6D NECAP2 TSC22D3 DYRK1A MX1 MITD1 CD1E EPB41 CFAP298 ADPGK ADIPOR1 CARMIL2 FAM207A CD3G CHTOP NLRX1 PPP1R35 ZNF394 MAML1 PSMC2 SRSF2 MEMO1 DPY30 PRORSD1P YY1AP1 TRAT1 IFI16 PSMD6 CCNL1 SMIM12 TMEM41A METAP1 DNAJB14 SPRY1 ABHD18 HMGB2 NIPBL AGGF1 CASP3 CITED2 TRA2A DEFA6 SNAPC3 ABCA1 STOML2 SUGT1 LRR1 CASP7 TAF1D API5 ARIH1 FAM227B CUL5 IFTAP TMEM41B B2M ATP23 MRPL16 TSC22D4 CCDC103 DUS2 CD3D TUBA1A LAIR1 TMEM68 TRANK1 ULK4 MAPK1IP1L DDIT4 BMI1 MMADHC MPLKIP RHOH TSPAN5 STX18 LMAN2 MRPL1 SPNS1 UBE2E3 SMAD1 ARL6IP1 TRMT61B FAM98B ZNF440 LRRC8D BCL2L1 LRRC34 METTL18 JMJD1C MOB3A TEFM MRPL13 ZNF131 GNB2 KLHL6 WASHC2C THEMIS RPL38 ARPP21 MOB1B CHD2 NUDT4 CYB561D1 RESF1 C3orf33 ATR TRAF6 PARL CCNE2 TBC1D10C DRAP1 UCP2 RAB6A RUVBL1 PLEKHF2 TMEM39A KCMF1 IRAG1-AS1 ANO6 RABEP2 CSTF2T AP3S1 BOLA1 SUZ12 RAD23A MCFD2 SMG1P3 ST20 LRRC57 GET1 ARL6IP4 AP1S2 SPACA6 NPLOC4 TSPAN10 LINC01547 SF3A3 COA5 TRIM52 TBL3 TOB2 ADAP2 TSPYL2 TM2D3 DYNLT2 FAF1 PURA TEDC1 MRPL30 SMYD3 BRWD1 IKZF1 LAMP1 ANKRD46 USP7 ARL4C SUMO2 PTAR1 NDUFA4 ZKSCAN3 HMGB1 GARS1-DT ZNF846 ZNF431 DAPK1 ZNF398 H3C12 NOL4L FITM2 TRIM33 ZNF786 IRF1-AS1 SIPA1L1 CDC42SE1 DPP4 TAF13 SPG7 SNHG12 ZNF770 HSD17B11 STYX ZKSCAN8 OGA YTHDF2 CD247 KIAA0753 PJA2 TATDN3 FAM229B EEF1AKMT2 SNHG5 ADD3-AS1 EFCAB7 BRD2 MRPL38 VARS1 ABHD16A ZNF425 TMSB4X MIR638 MT-TP SELENOH TRBJ2-5 TRBJ2-6 TRBJ2-7 TRAV8-6 TRAV18 TRAV29DV5 TRAV40 TRDJ1 TRAJ61 TRAJ58 TRAJ56 TRAJ54 TRAJ53 TRAJ52 TRAJ49 TRAJ48 TRAJ47 TRAJ46 TRAJ45 TRAJ44 TRAJ43 TRAJ42 TRAJ41 TRAJ39 TRAJ38 TRAJ35 TRAJ34 TRAJ33 TRAJ32 TRAJ31 TRAJ29 TRAJ28 TRAJ27 TRAJ26 TRAJ24 TRAJ22 TRAJ20 TRAJ18 TRAJ17 TRAJ13 TRAJ12 TRAJ11 TRAJ10 TRAJ9 TRAJ8 TRAJ7 TRAJ6 TRAJ4 LINC01089 MT-ND4L C1orf220 SCAF8 RPL12P38 RPS29 GALT ALG3 KANSL1-AS1 TMEM167B CROCCP2 PPP3CB-AS1 FANCG LINC01465 CCDC18-AS1 SMIM13 LAMTOR5-AS1 JPX TMEM30A-DT RPL41 LINC01891 PET117 SNHG7 RNASEH2B-AS1 RPSAP31 FBXO30-DT ZBED5 MKLN1-AS CDKN2AIPNL WAKMAR2 FAM21FP KMT2E-AS1 COX19 GPR199P NSUN6 BMS1P4-AGAP5 BMS1P4 MRPS31P5 N4BP2L2 SCAMP1-AS1 ZBED5-AS1 STX18-AS1 TRIM52-AS1 TRAJ60 RNF103-CHMP3 CXXC5-AS1 GLUD1P3 AC244502.1 MALAT1 AC083973.1 AC010186.1 AC010186.2 LINC01619 ST20-MTHFS MIR762HG AC022167.3 TMEM202-AS1 LINC00667 SUZ12P1 MIR4519 MIR5091 ZNF56 AC132192.2 ATP2B1-AS1 CHASERR CWC25 H2BC6 H3C1 MIR6090 H2BC3 AL034550.2 TRAC VWA8-AS1 FLJ38576 TRBJ1-5 MCUB KMT2E RANBP9 NUDCD3 GRAMD1B GCLM DCUN1D1 ARAP2 HEBP2 MPHOSPH9 TAB2 PARP12 APPBP2 ST3GAL6 CHI3L2 PDIA5 ROCK1 CSNK2A2 TRIB2 ACTB DNM2 SLC4A4 GSK3B NCOA1 KLHL42 AAMDC CRLS1 ANAPC5 NECAP1 DNAJB11 NUP50 ADA2 CREM DDX17 XBP1 ZC3H7B SEC23A DIDO1 GID8 POFUT1 VAPA INTS6 PIEZO1 CDIPT RAB2A TLE5 ZC3HAV1 EPHB6 TAF6 FBXO24 SEC61B GATA3 PHYH SMC3 GOSR2 INTS2 RASD1 C17orf75 PPP1R9B MFSD10 NCAPG EHD1 HIPK3 PDHX CLEC2B ARHGDIB MCM9 MAPK14 ACOT13 RPS12 C6orf62 HECA ERBIN CERT1 KLHL24 IFIH1 GLS SOS1 EDEM3 GADD45A CRYZ ARID1A FBXO30 MXI1 PROSER1 WBP4 ELF1 SERP1 CXCR4 RBBP6 KLHL7 CBX3 HNRNPA2B1 CDKN2C ITPR2 ATF1 H2BC11 SLC35B3 DDX31 ZFP36 ADORA2A EAPP JUND LRP3 RFTN1 DNAJB1 UTP3 H3-3B MKRN1 VHL RELCH UBQLN1 PHF21A RAC1 ACTL6A TRA2B RNF38 CMTR1 THAP12 HADHB LEF1 SLC46A3 RHOF CBLN3 BRD4 ITGB3BP MRPL24 SRP9 ARF1 COPS7B PIK3R1 RASA1 PHIP PNRC1 NONO GOLGA7 LRP12 AK3 KAT14 SOGA1 TWF1 FAM160B1 ZNF827 KIN FLI1 GGPS1 CWC27 ENPP3 LARP1 GNAQ EEF1A1 UBE2L6 KAT6B GALK2 EIF4A2 DUSP2 UBXN11 H2BC5 CD1C CCDC117 NDUFV3 TRAPPC10 C9orf116 NXF1 GFI1 H3-3A RNF149 DCAF16 HIPK1 STK36 RPL22L1 IL17RE AIMP1 ATRIP MFSD8 PRIMPOL INTS8 METTL2B OTUD1 BORCS5 RAG1 ZNF143 RIMKLB PCLAF CNPY4 FAM102A SLC3A2 H1-4 HEXIM2 HNRNPH1 SLC33A1 ROBO1 MZB1 RNF34 NDUFA3 OSCAR C11orf24 KYAT1 TRIM8 ZBTB26 MTBP MYD88 RCE1 UQCRH ZNF791 UBXN2A ZBTB4 MSL2 KLC2 C11orf68 SUGCT ZBTB34 TBL1XR1 ANXA2R GVQW3 FLJ37453 PCBP1-AS1 TRNAU1AP MIGA1 NRIP1 H2AC6 H2BC4 POLR2A DIPK2A BCOR PCDH9 H2AC21 WDR27 H1-10 FMNL1 FAM227A C6orf120 KIAA0825 TMEM179B MRPL40 INKA1 ZNRF1 OR10T2 H1-2 ZNF490 MSL1 TECPR2 ADA H2AC7 PCBP2 PSMD12 GTF2E2 PELI1 IPP RAB40C PIGN HHLA3 MCMBP TOGARAM1 MTCO3P12 CHAMP1 UBE2J1 MT-ND4 MIRLET7I LRRC37A5P LOH12CR2 TRAV8-3 TRAV13-1 TRAJ59 TRAJ30 TRAJ25 TRAJ23 LAT BBIP1 CDIPTOSP MARCKSL1P2 RNA5SP21 DNAJC27-AS1 BAZ2B FLJ31104 SELENOOLP PIK3IP1-DT TRDD3 PATL2 MIR181A1HG TPI1P2 KLHL7-DT ITPR1-DT LINC01136 H2AC5P SMIM27 INTS6-AS1 SMG1P1 ST3GAL6-AS1 ACAD11 RN7SL521P RPL4P1 AC002467.1 TMEM35B GABPB1-AS1 AC105285.1 BDNF-AS AC090515.2 UBE2D3-AS1 RRN3P1 NOP14-AS1 LINC01301 STX16-NPEPL1 BRWD1-AS2 SEC23A-AS1 TRAV30 AC011921.1 AC027682.1 STAM-AS1 AC117382.2 MIR3924 CFAP298-TCP10L RASSF5 MIR3665 LINC00663 AC016168.2 H2BC8 FRMD6-AS1 MIR4727 H2BC17 MIR4734 H2AC8 H2BC7 H2AC17 MCM8-AS1 HEIH ABALON SEPSECS-AS1 TRBJ1-6 YBX3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/YBX3_TARGET_GENES VPS50 TSR3 ALG1 GATB SFSWAP CTSA RRP15 DNM2 NLK DZANK1 GNPTG ZC3HC1 CWF19L1 IDH3B NXT2 NAGPA KCTD10 DDX55 PPWD1 SUPT7L CENPK PIGT NEURL2 RBM42 METTL25 PEX1 RBM48 CCT6B PER2 POLR3F CCDC59 MED6 EVI5L EIF2D SUMF1 COPS7B GTF3C5 UBE3B PDE6D SLC4A1AP SMG8 METTL15 SPNS1 TRIAP1 SMCR8 TOP3A PER1 C8orf33 TMEM203 NDOR1 GET3 GPATCH3 ZNF830 GATC ZNF708_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF708_TARGET_GENES PSMC4 USH2A PPP1R12A DGKA DAZAP1 CDC14A MID2 ZNF446 AK6 UIMC1 GRAMD1A DDX24 TOP3B CARD10 PCNX1 CDK5RAP1 FAM83E INPP4B SNX25 TRIM3 DDX55 BTN3A3 C6orf118 ZNF346 PLCH1 DCLRE1B NRDE2 FOSB IRF5 HSD17B4 BTF3L4 NAT10 KCNK1 DNAJC1 NDST4 CERS5 SRP9 GULP1 PNRC1 RAD17 ASAP1 PTDSS1 GALK2 SLC9B1 SLC39A2 IFI27L1 CTNNB1 SIN3A PYM1 ZNF570 TP53RK SNAPC5 CAPS2 PLA2G6 PLEKHG4 ZNF569 TTC30B ZNF398 LEKR1 ZNF26 MTCO3P12 ZNF425 RNA5SP29 JPX WDR87BP RNF103 RPL9P15 RN7SL521P TPTEP2 LINC01596 AL161668.3 LINC00662 AC006504.5 AL353135.1 TAF9 PRPF40B TXNDC12 RPP40 CCNG2 FAM151B TATDN2 CCDC17 CYB5R2 PRR15L GLIPR1L2 SND1 PDE7A CPT1B SNORA9B AL669831.3 MTND5P11 RNF103-CHMP3 HCCAT5 MIR4716 MIR466 MIR4512 ZNF16_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF16_TARGET_GENES GTF2IRD1 MARK4 GIPR ERCC1 HOMER3 TMEM161A HMG20B RASGRP2 SIRT6 COL16A1 CERS4 MKNK2 SGK2 TLE6 TLE5 NOP53 KCNN1 TFEB APC2 KISS1R IGSF21 KANSL1 CRHR1 MT2A SYMPK KTN1 ADORA2A MRPL34 PGLS ADCK2 TRIM45 CACNA1A NFIC VAV1 ROM1 EML3 FBXL18 HIPK4 CELF5 CYGB NUAK2 TPM4 SEMA6B RAB3IL1 KRT86 TNKS CCDC159 PLA2G6 PLK5 MYO5A LINC02559 PLCXD2 KCNJ2-AS1 DUSP5-DT CD79B PPP1R3F ARHGEF10L SIGLEC1 IL12RB1 PALM MFNG CCDC130 TJP3 AK1 BCL11B DAB2IP ARL5C TPGS1 LTBP3 SAMD4B ARHGAP45 BCR KANK2 ADGRG1 KANSL1-AS1 CYP4F26P AL445228.2 ZNF19_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF19_TARGET_GENES MTREX DHX29 GLG1 CASC3 TTC1 CBX3 HNRNPA2B1 STX6 GOLM2 CROCCP3 KLHDC9 STAT6 RND1 ZNF20_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF20_TARGET_GENES ITPKC COQ8B SKP2 GINS4 LMBRD2 ZNF546 ZNF22_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF22_TARGET_GENES E2F2 SPAG9 IYD ZNF207 UTP18 PLAUR MVP YAF2 NUDCD3 KPNA6 AGPAT4 ALG1 ZCCHC8 SLC4A7 RPL26L1 MTREX CDH10 CTNNA1 CP TNFRSF9 SLC4A8 HHAT PIGV MTMR1 HAGH ST3GAL6 OAT DHX29 NUCKS1 NUCB2 TMEM260 POLB ING3 CHFR ABCB11 CLASP1 LMAN1 SEMA3A FSCN1 RBMS2 GPATCH1 CBFA2T2 SAR1A CDH7 JMJD4 ULK2 RPS5 NKAIN1 MYNN BAX GNAS DNM1L COQ9 ANAPC5 SLC8B1 DZANK1 NOS1 FXYD3 SLC9A1 TFAP4 TNRC6A NRCAM SEL1L3 RPGRIP1 HOOK2 NUP188 NRP1 MZF1 MKNK2 CARD10 SRRD POLR2F HMGXB4 RPL3 TXN2 SGSM3 AHSA1 PSMA6 PNN PXMP4 STAG2 ARHGEF7 LONP2 NAGPA CDIPT DCTN6 LIN7B TIMM44 CCNE1 DNAJC2 DNAH11 IQCE AGFG2 SFRP4 TRDMT1 FBXW4 RNF43 PIGL GOSR1 CCDC47 MAP2K6 NFKB1 MS4A6A PRPF40B CAMKK2 ARPC3 RERGL MDM1 CHPT1 LDHB HCFC2 COL12A1 SASH1 MAPK14 GPLD1 EPM2A BYSL PDE4D TRIM23 TRAPPC13 MACROH2A1 DPYSL3 UBE3A PDCD10 ASB3 NDUFS7 EVA1A TMEM59 S100PBP SCAMP3 GON4L DOCK7 LGALS8 KLHL12 HMGCL YLPM1 ABCD4 ESRRB RHOQ BCL11A OGFRL1 CUTC HOXB3 MSX2 MTHFD1L PTK2B CHRNA2 SLC35B1 ACVR2A SPATA1 SPATS2 PDE1B USP45 MORF4L2 WFDC3 MATN4 USP9X GLO1 OPN5 LRRFIP1 FAM193A POLR1B ATG4C EML2 SIRPD IGFLR1 CAPNS1 NSRP1 NUP214 PKMYT1 MACF1 SEM1 PMS2P3 APOL5 SPECC1 POT1 FOXP2 KLHDC10 FEZF1 ISLR PARP2 SEC14L1 SAT1 ZNF236 C12orf65 AKAP12 SYNE1 AAR2 RBM39 NAPSA ACLY FBXW9 SPATA6 SERPINF1 COQ3 PCBD2 DMGDH TPTE2 RFXAP WDR74 LRRIQ1 TMTC1 MICAL2 DGLUCY ELP3 CHL1 DOCK2 YARS1 UBAC2 ARGLU1 WDR36 ADAM19 OASL P2RX4 FAM71F1 MTO1 LCA5 PHF21A GLS2 KRT7 AHI1 TAAR5 FBXL8 PCNX2 SCYL2 CCM2 TACO1 ODF2 GARNL3 UBAP2 IFNA21 KLC4 GMPR TJAP1 BPHL FLOT1 C6orf52 SULF1 KIF23 ABCG5 NAB1 ABI2 SENP7 APH1B PPCDC HNRNPD BMPR1B FGD4 ALG10 ETFBKMT TPH2 MYG1 KCNH5 COMMD4 ETFA WDR61 ARHGAP17 VPS53 ABCA8 CLTC OSBPL1A ZCCHC2 P3H4 FKBP10 CACNA1A SYTL1 UCK2 MRPL9 SLC39A1 HAX1 MEIS1 NBEAL1 FANCD2 LPP DCDC2 RNF217 CCNB3 HDAC8 REXO4 POLR3A AASDHPPT VPS51 GPM6A PLBD2 EIF4E FAM177A1 FRMD4A GLT1D1 ATG10 CARHSP1 SCN3A RMND5A CHD1 DGKE UBASH3B CDH12 MIA3 TRIM11 MPPE1 SLC16A1 UGT2B4 ADK RWDD2B MAP3K7CL TDRD9 ZNF689 PRR14 VPS8 LCA5L CDC25C MPZ PAXBP1 GPBP1L1 CCDC107 KALRN AGPAT3 FAM207A ADAR GBAP1 CCDC12 ALKBH4 SQSTM1 RPL8 LRWD1 AP2M1 PLXDC1 RPL26 SLC25A45 DHRS3 CCDC138 EN1 NOSTRIN ANKRD23 SCNM1 VPS72 TMEM79 SLC2A2 ERICH6 U2SURP PF4 ZMYM6 TASOR PGRMC2 HPGD CMBL EBF1 TMEM200A PI16 RPS14 GPR85 TAGAP TRMT10B MELK DEUP1 GARRE1 IDH3A A2ML1 ATF7IP2 ANPEP STAT6 MARS1 NUDT21 SNRPD1 ENDOG CDK12 SMG8 NFKBID SRP68 RAB26 KCTD5 SEPTIN2 RFWD3 STIP1 MFF UQCRFS1 XPO6 NLGN1 UGP2 PYDC1 FAXDC2 GABARAP GSTA4 MFN1 FUT3 ATF7IP RPS7 ZNF217 ZNF57 FRMD3 NEGR1 IL16 CORO1B MRGPRD COQ2 TNKS ZBTB21 NABP1 CEP83 SUSD5 PLK3 SLC25A30 SNHG11 CNTNAP2 BBS1 IGDCC3 ADGRE1 GLMN BANF1 ERCC4 NR2F1 CRYBG2 CHMP6 OR11H4 RUFY1 TCEANC TOP3A TBL1XR1 GBA NECTIN3 SUZ12 TMEM139 PFAS DPM3 ZNF664 SLITRK4 PCBP1-AS1 FAHD1 HARBI1 SKIDA1 YIPF6 FDX1P1 CRIP1P4 GLRX5 ANXA2 NKX2-5 LINC01547 MX2 UTP11 TAFA1 LINC00518 ODF4 USP18 BRF1 RPS27L ATP6V0A2 METTL7A FAM174B KPNA7 SAPCD2 KLHL32 KATNA1 ZDHHC17 PPARA TCL6 AC091057.1 FAM230G CLN3 ZNF177 FZD9 LINC00910 FAM47B ZNF573 CRYM-AS1 NUGGC FAM217B SUPT5H GRM7 ZNF605 TRAPPC2 C20orf96 SULT1A1 PRPF40A TCF4 RABL6 AMZ2 DAPK1 TEX43 GMFB ZNF763 CYP2F1 FAM177B ZNF624 ZNF433 NMB CR1L TAF13 CFAP299 IRAK4 RPS4X RPL23A HELZ SPRED2 CTNND1 SLC9A6 F5 MTCO3P12 EGFL6 MT-ND4 PRC1 TBKBP1 SMG5 SNORD36A SNORD114-19 RNY1P10 SNORD36B SNORD14E RNU6-558P SNORD114-29 RNA5SP97 RNU6-395P TATDN3 ECT2L RACK1 TCTN1 C12orf73 LINC01121 NT5M MUC19 C21orf62-AS1 HSP90AA5P ANKUB1 RNU6-1024P RNU6-1011P RNU6-41P MT-TV MT-RNR2 RNU6-1248P MT-ND4L ANKRD39 RPS29 CPNE1 RPSAP53 RCN1P2 CDIPTOSP LINC00680 HOMEZ UBE2V1P15 SLC25A5P7 KRT8P43 NBPF1 LINGO3 RNU6-892P RNU2-2P RN7SKP106 RNU6-284P RNU2-22P RNF14P4 LINC02601 LINC02828 IFIT6P AC009518.1 LINC00092 MRPL36P1 JPX RTRAFP1 LEMD1-AS1 LINC02608 PLCG1-AS1 TEX41 DAB1-AS1 ASH1L-IT1 CYP1D1P LINC01649 RPS15AP13 AC097381.1 LINC00242 GOLGA2P4 MBNL1-AS1 EMX2OS RPL7P46 FEZF1-AS1 TCEA1P2 RPS23P8 YY1P1 MORF4L2-AS1 LINC02613 AC007098.1 F10-AS1 DARS1-AS1 RPL7L1P12 LNCPRESS1 LYRM9 CRYZP1 SHROOM3-AS1 MT1XP1 CSN1S2AP GAPDHP65 RPL17P36 ZBTB22 NIFK-AS1 CEACAMP8 TTN-AS1 RPS27AP8 RPS15AP29 SMU1P1 CASC4P1 SNORD4B SNORD42A RPL21P10 LINC01471 RPL36AP45 ATP5MF COX6B1P2 RPL32P26 RN7SL40P RN7SL180P MICAL3 STMP1 RPS2P44 OSTCP1 RN7SL654P TPTEP2 NR2F2-AS1 MEF2C-AS1 ATP5MF-PTCD1 TMEM150C BMPR1B-DT GAPDHP43 LINC01332 ATP6V1E2 MTCYBP43 LINC01596 LINC02269 LINC01455 RPL32P3 RNU6-760P RNU6-135P RNU6-375P SHLD3 IGHVIII-5-1 LINC02219 CYCSP27 LINC02713 OR10G2 SMIM10L1 C17orf100 LSM14A LINC02281 ADI1P3 CHMP4BP1 SF3B4P1 AC087392.1 AC004771.4 TMPOP2 MIR5582 RN7SL678P MIR4795 LINC02675 SUZ12P1 LINC01841 LINC01842 SNHG30 LINC01926 ZNF224 LINC00528 CELF2-DT LINC02371 RN7SL341P H3C1 MIR6747 MIR6797 LINC02351 MYO19 PAGR1 MATR3 SNHG4 ZNF724 STPG1 MAD1L1 SLC7A2 SLC25A13 WDR54 DNAJC11 PHF7 GPRC5A MDH1 CCT8L1P PLEKHO1 GCLM BCLAF1 ATP6V0A1 FLT4 MAPK9 FSTL4 USE1 SDCCAG8 CYFIP2 UNKL TLE2 FOXJ2 NFYC TGFBR3 SMG6 LLGL2 MYDGF SLC25A3 DLG1 RBM7 TRAF4 PPP1R12B GTF3C1 SIRT6 ITGA8 MLLT10 HSP90AA1 IGSF9B EPB41L3 CHMP2B MAST2 DOCK9 KDM2B LTBP4 OSBPL8 WDR7 SLC7A8 WDR76 WAC CREM BRPF3 PIK3IP1 TCF20 ASCC2 PMM1 TIMM9 GSTZ1 ACIN1 DNTTIP1 SMAD7 XIAP RENBP ANTKMT TMC5 TMEM87A EIF3J TNNT1 C19orf44 ZNF419 AURKC PDCD5 AKT2 TYK2 MAST1 PON2 DNAJB6 TSPAN12 SSBP1 PTCD1 SNX8 TFR2 TMEM248 CLIP2 PTGR1 NPDC1 C17orf75 CYTH1 LGALS3BP MPP2 NEIL3 COQ5 NAA25 COX6A1 TMEM14C ZNF451 CCNC FIG4 CLINT1 SELENOK BCL6 FOXP1 KANSL3 RALGPS2 MIIP TMEM9 F3 DARS2 RSRP1 NSL1 RPA2 CRYGD MYB IFI27L2 RBM25 ENOX1 ELF1 KDM3B SOCS2 ADRA1A PDLIM2 SPOP TMEM131L GTDC1 CALD1 SLC25A16 ITPR2 NFE2 IRGC H2BC11 DEK EREG GPR18 ABCC4 DTD1 RBCK1 GDF5 COX6B1 TIMM8A CANX SIN3B CDC42EP1 DOCK4 SAFB2 CAMSAP1 PRRG1 ZNF428 TBC1D5 PSMC3IP UBE2D2 PPFIA1 ZSWIM4 SYT11 AP3B1 CASP9 SRRM1 THUMPD3 NAV1 ERN2 IL2RA PUM1 PRR5L TFCP2 ABCB10 RC3H1 SLC41A2 SETDB2 SDCBP MAP2K5 DYNC2LI1 MSTN ITPRID2 SPPL2A INTS14 COPS4 KIF21A PRICKLE1 GAS2L3 GIT2 SLC7A1 SMARCC2 RB1 VPS33A WDR89 SLC27A2 SRP14 TICRR MFGE8 SEC11A C17orf64 ARRB2 ELAC1 TMEM91 CARM1 RERE KIF2C PSMA5 ADCY10 FCGR2A CERS2 INTS7 CREB3L4 GATAD2B SNAP47 NVL LBR PTPRG LRIG1 PIK3R1 IQGAP2 PPIP5K2 MLIP GABRR1 TIAM2 LUC7L2 DOCK5 ZCCHC7 RPL7A PARD3 TCF7L2 MKI67 LRRC27 CELF1 PAK1 DOC2A MIA2 DIP2C DST ZNF256 TEKT5 HNRNPU SLC25A27 TRIP12 MSI2 NUS1 ABCA5 CCSAP DIPK1A FLCN MIER3 ERG SPPL3 H4C8 DONSON HLCS UBR1 ABR TNFRSF13C LRRC3 PKN3 CELF5 YDJC ZNF382 ITGA5 FLYWCH2 TMCO4 LHX8 NTNG1 ACP6 LYSMD1 ARHGAP25 STK36 WDFY3 RPL39L PRMT9 ERAP1 TENT2 DCBLD1 CHMP4C METTL2B EML5 NEMF TAF3 ZMYND19 RPUSD2 FAM227B MYRFL USP54 WEE1 HSP90B1 B4GALNT2 COQ7 GPX4 ZNF146 EEF2 FAM234A RPSA BMI1 MFSD2A SLC20A2 PKIG TPTE2P5 USP39 HNRNPH1 SH3TC2 MRPL1 ZEB2 REPS2 EMX2 PYM1 TPT1-AS1 KRT19 TRAPPC12 ZNF131 OR5A1 METAP1D AGFG1 GPR160 ATP5MD SEZ6L2 DHX36 HIGD2B ATG13 C1orf127 DOLK EIF1AD ZNF575 PHLDB3 VSIG10 FBXO46 B3GNT8 NAALADL2 DDX10 LCORL NT5DC1 PER1 DNHD1 OAZ2 GAS1 ARHGAP45 EHMT1 ENTR1P2 H2AW SYNM OTOL1 BEGAIN GPR19 PMCH GRIN2A FLJ40288 ZNF438 ACSM2A DEFB108B MROH7 TXNRD2 STING1 KRBA2 EP400P1 ZNF696 DNAH14 PTCH1 LRCH3 ZNF284 LINC00643 ANKRD20A5P TLR5 OR6C75 C3orf62 SRP72P2 C19orf54 NBR1 MYBPC1 SIRPB2 ZNF846 LINC00173 S100A2 ARID5A PGAP1 H3C12 MIRLET7BHG ZNF677 DLGAP2 ZNF544 NCOA6 TEX45 GPATCH3 COLGALT2 TSEN15 PRMT6 RNA5SP321 RNU4-21P RNU6-1233P RNU6-199P RNU6-486P SNORA73B RNU6-66P RNU6-271P SNORA38 RNU6-407P RUFY2 EHMT2 LY6G6F ZNRD1ASP KRT17P7 PSMB10 PRR13 CRYZL1 GMNC EGFEM1P RNU6-1 SNORD37 RNU6-809P RNU6-102P RNU6-15P RNU6-658P IGLV7-46 AKR1B1P2 TTLL13P RPSAP54 DNASE1 GANC EML6 SERPINB8P1 NCSTNP1 SNORD99 RNA5SP492 CSNK1A1P1 SAMSN1-AS1 CCDC18-AS1 HMGN1P4 RPSAP10 LINC01766 INE1 LINC01058 IPPKP1 TRGVA GAS1RR LINC00866 MTND3P9 RPL7P54 ATP6V0E1P4 AJ009632.2 LINC01758 LINC02865 AL669831.3 LINC02028 SSBL4P RNASEH1P2 E2F6P4 DPY19L4P2 UBE2V2P4 MAP1LC3BP1 FAAHP1 HNRNPCP9 RPL23AP35 ERVH48-1 VN1R20P JTBP1 RRAS2P2 NOP56P1 RPL10P5 CPB2-AS1 LINC01553 MTND4LP12 EIF1AXP1 ARHGEF38 ZNF295-AS1 PRKCQ-AS1 LINC00844 MKRN4P SCARNA7 RPL35AP17 SUGT1P3 ERICH6-AS1 RN7SL183P PPP1R2P6 RPL13P4 DENND6A-DT PSG11 RN7SL67P RPL13AP2 AC009292.1 LINC02202 MTND5P11 HMGN2P4 LINC02225 AC104806.2 CTD-2297D10.2 LY6G6F-LY6G6D GLUD1P3 LINC02236 CCDC11P1 RNA5SP287 RNU7-65P SNORD36C SCARNA20 SCARNA14 SERPINE3 BCAS2P1 C1GALT1P1 CUX1 HMGA1P3 HSPE1P2 PRC1-AS1 SEPTIN7P1 CTXND1 ERVK13-1 SPINT1-AS1 C16orf97 LINC01976 LINC02185 MAGOH2P MIR4714 AP001033.1 LINC01029 MIR4748 MIR5002 TPRG1LP1 SNHG8 TAF15 VDAC1P5 AL512631.2 AC010240.3 AP003392.5 ZBTB8B MIR6728 MIR4477A TADA2A RPPH1 IGLV2-8 H2AC17 RN7SL3 CCDC163 ZNF23_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF23_TARGET_GENES PNPLA6 DNM2 SYT5 ASS1 GAS8 CUEDC1 GINS3 CEACAM19 MIR4518 ITGAL LIG1 RFX1 STAT6 RAB37 RPH3AL STUM ZNF26_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF26_TARGET_GENES E2F2 SNX16 ERICH1 BBC3 CCL8 UAP1 OSBPL9 ZNF45 OMG COX16 OSMR GSTO1 PFKM MPPE1 STAT6 CLCN5 OTOS ZNF567 SRGAP1 WWP2 LINC00431 SATB1-AS1 LINC01251 FABP5P7 LYPLA2P3 LINC01119 TAGLN2P1 ZNF561-AS1 UHRF1 ZNF37A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF37A_TARGET_GENES FKBP4 ZFP64 SAMD4A POU2F2 USP2 FOXN3 FAR2 FGFR3 LRP6 PTPN21 ANO8 WSCD2 MBNL3 POLD3 CBFA2T2 SF3B2 ERGIC2 SEZ6L PGK1 KANK1 SMARCD2 AREG CPT1A CRYBG1 ST8SIA4 GNB4 EIF2B4 SNX17 EDEM3 MTFR1L ARID1A DLST ANXA11 VPS26A ACVR1C PDE11A THAP10 SHBG GTPBP3 METTL26 TBC1D5 C1orf159 RBM17 FADS2 TUBB2A LRRC49 IFI44L HERC5 SAT2 MYO1F POGK ACKR2 PNRC1 SIGMAR1 NEK7 UTRN MSI2 PITPNC1 EPHB1 TMBIM4 ZFAND3 GDPD5 CCDC107 PRICKLE2 ZNF219 CACNB2 ZNF143 NKX3-1 SGSM1 CERCAM ZNF226 PXK CXXC4 HINT1 SLC23A1 TRIM8 LRRC8D ZNF584 RPS7 CYP4F22 FRMD3 TEFM MCRIP2 PDE3A GPR137 ADCY6 TP53I11 LIPT2 DRAP1 C11orf68 GBA ZNF620 HIGD1A ADAP2 EDARADD LITAF DAPK1 DNAH10 MTCO3P12 HLA-DMA VWA7 SMG1P2 RNA5SP18 C1orf220 VDAC1 GALT IGSF23 LINC00240 PLEKHM1 TNKS2-AS1 LINC00486 CLEC2L GUSBP2 FABP5P3 LINC00882 DUBR TRMT9B LINC01596 ITFG2-AS1 ADCY6-DT FNBP1P1 SUZ12P1 LINC01387 AC021683.3 AC132192.2 LRRC8D-DT BAD HERPUD1 KMT2C ANKRD10 KANSL3 DOK4 FBXO44 GRHPR GCHFR ALDOA GNAQ ZBTB7B FBXL14 ADGRE1 MUC6 MUC1 ZNF793 MT-CO1 MT-TQ MT-TW RNA5SP482 SEC14L6 HCG15 COL6A4P2 SDAD1P1 AL669831.3 MTND5P11 CBX3P4 LINC01965 DUX4L18 ZNF30_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF30_TARGET_GENES LASP1 ICA1 CASP10 AK2 KDM1A HSPB6 NDUFAB1 ST7 FAM214B MYCBP2 OSBPL7 MAP3K9 AGK MARK4 CEACAM21 RHBDF1 LUC7L DNAJC11 CDK11A SPAG9 CSDE1 VTA1 SPRTN LYPLA2 NME1-NME2 BTBD7 PLAUR RABGAP1 MBTPS2 PSMC4 POLR3B MATR3 MNAT1 AQR FHL1 HSD17B6 PRKCH B4GALT7 SNX1 BAK1 ABCF2 SH3YL1 ADSS2 RFC1 CUL3 ZZZ3 RAI14 LSG1 AP2S1 JADE2 WDR37 NOP16 ADAMTS6 ARID1B RRP12 THRAP3 SYNE2 NOP58 ATG5 NDC1 DNAJC25 SFSWAP CASP8 TNPO3 BTBD1 CYB5R4 NFYC POLR1H ISOC1 IDI1 RRP15 DHX8 COASY TTC7A IFT80 SIRT2 NUP133 PHRF1 SLC44A1 CLTCL1 ST6GALNAC2 PABPC1 EIF2B3 TCF3 PRKACA ADGRL1 SREBF1 KDM5A MRPS34 CLNS1A NCBP3 SLC24A1 ANO8 TUBE1 FNDC3B FOSL2 WDR62 ANKRD13A TRAF4 ARHGEF1 NFKB2 UBE2T ZCWPW1 PCM1 TOLLIP THOC1 SLC1A3 CIC SCGN CNOT4 RBL1 CXCL2 JMJD4 WDR70 KAT6A MTIF2 USP40 MAST2 NFX1 TMED2 ZFAND6 SRRT UIMC1 SH3BP2 DNM1L SULT2B1 DDX18 NSFL1C RPL6 ANAPC5 MRPS33 PDCD7 ZNF268 GOLGA3 PLEKHG2 DLL3 SPAG7 ZC3HC1 TMEM101 TOX4 PHGDH RFFL DHPS TLL2 HIVEP1 DSP CATSPERG PSMD8 CIRBP NDUFB7 ARVCF ZDHHC8 CRKL BCL2L13 SNRPD3 TOP3B HIRA SH3BP1 PIK3IP1 MICALL1 TOMM22 RHBDD3 MCAT THOC5 ASCC2 MYH9 ST13 IL2RB ZC3H7B TRMU SNW1 SRSF5 PSMC1 CHD8 ABHD12 GINS1 ADNP SPEF1 CSNK2A1 TM9SF4 MROH8 CDK5RAP1 SMAD7 POLI POLA1 NKAP PIN4 FGF9 MRPS31 MAPK3 LONP2 CMC2 MPG UBE2I GSPT1 DNAJA3 MAZ CSK TRIP4 IGDCC4 RAB11A DTWD1 SCG3 R3HCC1 PPP2CB GYS1 MAP4K1 ECH1 PPP1R37 TLE6 TIMM44 PPP6R1 C19orf44 TIMM50 GPI AKT2 YJU2 TBCB POLR2I APLP1 RPS19 MEGF8 KDELR1 TNPO2 ARRDC2 ISYNA1 TTC26 TSPAN12 SSBP1 ABHD11 PTCD1 CYP3A5 TAF6 RBM28 AGFG2 ZNF862 TMEM248 YKT6 TBC1D13 SHB EXOSC3 PHYH ERLIN1 EIF3A TRDMT1 UNC5B TLX1 LZTS2 CUEDC2 ZMIZ1 UBTF PSMD3 RNF43 WNT3 CDK5RAP3 PIGL INTS2 CHRNE AKAP10 SMARCD2 C17orf75 LGALS3BP EZH1 HDAC5 DPH1 PHF12 ELF2 TBC1D19 RPS13 COQ5 KCTD10 MLEC PTGES3 RSRC2 GLI1 SLC6A12 VPS29 CREBL2 OGFOD2 DDX55 NUP107 KRR1 ATN1 C2CD5 RWDD1 SMIM8 HINT3 NCOA7 SOD2 MCM3 BACH2 BAG2 CCNC MED23 SNX3 HBS1L TFEB EXOC2 COX7A2 FBRSL1 TBX18 POLR3G LNPEP RAD50 IL5 TXNDC15 TTC33 RARS1 HMGXB3 BNIP1 SMC4 BCL6 COMMD2 KANSL3 SF3B6 RPS15 INO80B NDUFS7 CCDC88A FANCL STAT1 GNLY ST3GAL5 HSPE1 GORASP2 THADA NFE2L2 SCP2 ELAPOR1 SRSF4 SCAMP3 LAMTOR2 DNAJC6 KIAA2013 SMG7 GADD45A RO60 UCHL5 MRPS15 EXOC8 GNPAT LGALS8 MTR AKT3 KLHL12 RBBP5 SLC19A2 DR1 RCOR3 MAN1C1 NEK2 RPS6KA1 NSL1 ARID1A RPA2 PPP1R8 IFT46 KPTN UBE3D DCLRE1B RPN2 NDUFB3 GTF3C3 SENP5 PTPA KDSR ZNF410 RHOQ AVPI1 WDR11 ARMH3 KANSL1 CAAP1 SEC16B PLXDC2 CCDC77 ELF1 SMAD9 KBTBD7 TGFBI FAM53C SIL1 KDM3B SERP1 ZFP30 TMPO ADRA1A FAM117A CEP89 DESI2 CPXM2 CLCC1 CXCR4 MTERF4 MRPS2 COPA ZNF205 TRMT13 CYREN PLAU SLC25A16 SPRYD7 ATF1 TSFM SMUG1 KBTBD4 ATPAF1 COQ8B SLC12A5 TOX2 ZNFX1 STX16 CHST8 ZNF576 ZNF45 AARS2 ZNF391 AHNAK BARHL1 SRMS FNDC11 SLC25A23 TNFSF9 RPL23 ATG4C EML2 PSMF1 SNRPB ZNF133 GDF5 CEP250 KDM5C PCID2 IGFLR1 CAPNS1 UBA2 RRAS NSRP1 IFI6 EMG1 RHOJ CANX BEST3 HP1BP3 GFER PKMYT1 WDR24 METTL25 SEM1 TUBGCP6 FOXP2 OSGEPL1 INO80 ALDH1A2 THAP10 CD68 CCNT1 MTUS1 RAB2B FOXA1 DOHH LDLR CDC16 GTPBP3 GDF15 ZNF557 CYP2E1 ADRM1 YIPF2 MED18 CLIP1 EIF3G DNMT1 LRP3 AAR2 RBM39 RBSN SLC6A6 RPL27 ACLY VPS25 C1orf159 PRKAB2 THAP1 FAAP24 CCT6B RAF1 UTP3 H3-3B VPS13B PCBD2 NES DCAF8 DMGDH USPL1 PEMT DSTYK TMCC2 DCLK1 KRBA1 LARS1 CCDC59 COX16 ARL8B AP4B1 CDC73 ELP2 ARHGAP32 WDR36 ISCA1 USP30 RINT1 KHDC1 ORC3 ATP5MC2 ITGA7 BLOC1S1 COQ10A HNRNPA1 NHSL1 MDM2 COG2 ABCB10 RNASEL MRPL44 EIF4E2 SLC41A2 VPS36 NUDT15 SETDB2 DDX56 DBNL TACO1 BRIP1 KAT7 EPRS1 UGGT1 ZFP37 UBAP2 RPS6 ZSCAN9 PIM1 BPHL FLOT1 MDC1 NRM VARS2 TRIM29 MAP2K5 NDUFAF1 LRRC49 SMAD6 ZNF280D MYOF ASCC1 MYPN FAM117B MNS1 INTS14 PPCDC COPS4 HNRNPD NUP54 FRAS1 GSTCD INTS12 GUCD1 RNF185 CPNE8 ETFBKMT ETNK1 SCAF11 DUSP6 TCHP ACVRL1 NABP2 CSAD TMBIM6 ZNF740 SBNO1 CUL4A CDH24 WARS1 TCF12 MAN2C1 IGF1R CCDC33 SCAMP2 FANCI ABHD2 RHOT2 G6PC3 GNAL SLC39A6 C18orf21 WRAP53 TP53 CSNK1D TBCD FN3KRP RPTOR DYM MAPK4 SLC39A3 PFKL FEM1A DPP9 ZFP14 IFNAR1 GEMIN7 TIMM29 RERE EPHA2 RPL11 ITGB3BP PTPRF MTF2 TIPRL TMCO1 NUF2 RGS5 MRPL24 TOR1AIP1 TARS2 GABPB2 SYT14 EIF2D JTB CREB3L4 ILF2 C1orf131 MAP3K21 ACP1 SNAP47 C1orf35 PYCR2 CALM2 HSPD1 COPS7B FANCD2 ITGA9 CAND2 LIMD1 MED12L NCEH1 ANK2 USP53 RPL37 SSBP2 IQGAP2 GIN1 PPIP5K2 FEM1C TRIM41 DAAM2 RPL7L1 RARS2 ARHGAP18 ABRACL MTFR2 AIG1 WTAP ZMYM4 ARMT1 SLC12A9 MEPCE TLK2 LUC7L2 OGT GINS4 SYBU SURF6 REXO4 GTF3C5 FRA10AC1 DNAJB12 ITPRIP CNNM2 TUT1 SYT8 C11orf49 CELF1 VPS51 TBX6 ALDOA TLCD3B DOC2A ARID5B MTMR12 ABCB9 DHX37 UBC SLC7A11 GPR158 DCP1B UBE3B RAD9B NDUFC2 NEK7 CDC123 EPS8 TMEM267 TIAL1 RABGAP1L TLCD4 JMY SPEF2 NADK2 SREK1IP1 CWC27 SYCP2L HNRNPU RANBP2 TRAPPC8 INO80C UBP1 CD8A CFDP1 UBASH3B ENPP3 DISP1 ATP5MC3 MRPL39 CCDC174 CCDC144B ANKRD40 FAM126B ELMO1 RMND1 N6AMT1 CCT8 BACH1 UTP14A ZNF689 SASS6 PDE6D TATDN2 SEC13 ZFYVE9 HTR5A FZD1 AP3S2 C12orf43 PAFAH2 DZIP1L RNF207 CDC25C H4C8 MITD1 ZSCAN12 ELK4 B4GALT3 CCAR2 WNT9B CFAP298 PAXBP1 DONSON RCAN1 UBE2Z SNF8 CBR3 ADPGK ISL2 GPBP1L1 TMEM69 ABR LYPD5 ZNF221 ZNF233 CALM3 DFFA BSDC1 WDR4 NDUFV3 PKNOX1 HSF2BP RRP1B PDXK RRP1 AGPAT3 FAM207A FTCD MCM3AP C9orf116 C19orf47 ST6GALNAC6 SPTBN4 TAOK1 NEK8 TLCD1 NLRX1 GBAP1 LMNA UBQLN4 GPATCH4 LY6K PSMC2 FBXO27 DMKN NPHS1 ZNF382 LEMD2 POLR3K SNRNP25 SSTR5 CLPB LBHD1 CMPK1 NOL9 LZIC FAAP20 TM2D1 NCSTN AXDND1 BPNT1 B3GALNT2 OBSCN-AS1 WDR26 PUS10 PEX13 DISC1 VPS72 TMEM79 CCNL1 IL17RC PCOLCE2 SMIM12 LIPH TMEM41A SENP2 ATRIP SPRY1 MAD2L1 HPGD ICE1 GRPEL2 TIGD6 NSA2 GFM2 ADGRF2 DAGLB KIF6 FMC1 INTS8 VIRMA MARCHF8 SUGT1 DEPP1 CDX2 NUDT5 VDAC2 PRDX3 BMS1 METTL17 SLC39A2 CASP7 TRUB1 SPRED1 SVOP HIF1AN NOLC1 ARIH1 CLMP FAM227B BORCS7 ANAPC16 NUDT13 C11orf65 USP54 IFTAP GARRE1 DENND2B LEO1 PCLAF NEMP1 NAB2 VPS39 STAT6 MRPL16 TSC22D4 MARS1 MBD6 PHB TRUB2 COQ4 ISLR2 RRM1 IRGQ SMG8 ZNF641 DHRS13 SERTAD3 PROSER3 CYP2S1 TRAPPC9 PSCA SRP68 TK1 ECI1 KCTD5 CTNNB1 SAC3D1 PBK KCNJ4 SETD5 MAPK1IP1L RBPJ ZCCHC4 GNG4 MPLKIP HJV HEXIM2 STAT3 ZNF30 LRP1B AHCYL1 STX18 GFM1 DDX19A E2F6 ZNF354A CD2BP2 LMAN2 MRPL1 SLC33A1 SNUPN METTL15 LUZP1 BCRP2 DUS1L SYAP1 TPST1 ZNF35 CHD3 NSG2 PDCD6IP ZNF212 ZNF282 FAXDC2 ELP5 UBB EMX2 KRT75 STAT2 HSPA4 PPM1D PRKCE FAM98B NAT1 KSR2 ENC1 PLEKHG5 ZNF540 ANGPTL7 ZNF570 RPS7 TVP23B DRC3 JMJD1C GAP43 EIF2AK3 TEFM ISG20 ZNF131 DPAGT1 ALG14 GNB2 C2CD2L GTPBP2 AFF1 TMEM134 FUT10 RAB37 RPL38 BNC2 CCDC63 TRIB1 CHD2 NMNAT1 TAS1R1 TOMM20 ZNF791 RBM4B C12orf66 PHLDA3 SNHG11 C11orf45 EXO1 SNAPC5 C12orf76 DENND4A SLC29A2 SH3PXD2B RESF1 RSRC1 CATSPERD SNHG29 PCCA ZNF408 CKAP5 ARHGAP1 BANF1 EIF1AD EIF3F ALG10B ERCC4 SUGCT TOM1L2 B3GNTL1 AURKAIP1 RUVBL1 CTDNEP1 DENND2C JAKMIP2 MBLAC2 CRYBG2 DLEU1 ATAD5 ZNF404 SPRYD4 WDR25 RMDN1 RUFY1 LRRC37A3 MIR7-3HG PXMP2 POLE ZFAS1 RABEP2 GBA SRRM3 ANXA2R GRB2 ZBTB41 C2orf73 DMAP1 TWF1P1 TSSK6 SH2B1 PLEKHM3 BEND3 CSRNP3 EIF3K EXOC3L1 SAMD4B ALOXE3 DAND5 WSCD1 CLK3 ZBTB18 ALOX12B SHARPIN MAF1 APOBEC3B PDXDC1 C1orf194 ZNF609 MCFD2 MIGA1 LINC01559 CAPS2 ZFP41 SLC2A4 GINS3 SNRPE TMEM259 GET1 MRPS16 YBEY NPLOC4 MFSD5 TRAK1 RPS17 EWSR1 HMGN4 GJC1 SLC25A21 AFMID LINC01547 CCDC159 SF3A3 PCBP3 TRIM52 TOB2 DNAH2 ADAP2 SNRNP35 COPB2 KNTC1 STING1 KRBA2 ZBTB40 PRR16 UBOX5 MROH2A INTS5 PRPF39 ZNF74 CCDC137 MRPL30 FAM174B SEPTIN7P13 MUC1 FAAP100 MRPL40 ZNF829 LAMP1 KRTAP5-5 BICD2 SDHAP3 NDUFA13 ZNF566 ZNF284 TEX38 POLR3C CIDECP1 MST1P2 BACE1 TMEM222 PDZD7 ZNF546 MT1X ZNF286A EXD3 KRTAP10-8 ZSCAN23 ZNF490 LINC00265 ZNF793 FAM230G SBK1 TCTEX1D4 SRSF10 NOXA1 LINC00910 FBF1 H1-0 ARID2 ZNF573 CRYM-AS1 LIN54 KAZN HMGB1 BLOC1S2 TDRD7 STK40 HRCT1 SUPT5H XPNPEP3 NIF3L1 LONP1 NOXO1 ZNF569 IPO4 SDHAF3 S100A2 SNHG17 METTL9 ZNF398 ZSCAN25 ZNF420 ZSCAN26 KIAA1671 PCBP2 SLC22A4 ZNF165 SVIL IPP ATG7 ENTPD6 KLKP1 CDC42SE1 LHFPL5 EME2 ZNF461 ZNF181 INKA2 SNHG12 MRPL42 ZNF335 RPS4X PRIM1 LPAR1 QRICH1 HELZ SPRED2 ZNF26 TXNRD1 ZNF568 ZNF808 YTHDF2 DDX39B CCDC69 C6orf89 CALM1 FAN1 ABCA4 CTR9 LRRTM3 MTCO3P12 GPATCH3 MTOR MT-CO1 FOXJ3 SFT2D1 TSEN15 MT-ND4 SMC5 SMG5 SNORA21 RNU5A-1 SNORD104 VTRNA1-1 RNU5B-1 RNU5D-1 SNORD118 RNVU1-34 RNVU1-6 RNVU1-21 EFCAB2 COX20 STUM TATDN3 CENPW MSTO2P FAM229B ADAMTSL4-AS1 EFCAB7 LRRC37A5P OXLD1 BRD2 HLA-DMA NBDY NEU1 VWA7 ABHD16A BAG6 DHX16 ZNRD1ASP LINC01556 TTC25 SPINK9 ZNF155 UQCC3 ZNF425 C12orf73 SLC35B4 SDHAF1 PLPP6 TTC23L C21orf62-AS1 RNU6-841P RNU6-843P RNVU1-15 RNVU1-14 MIR615 MIR7-3 SNORD12C MT-TQ MT-TW MT-TR SELENOH STK38L TRAV5 TRAJ31 TRAJ7 SNORD70B RTL8B MT-ND4L CFL1P4 DNLZ SRA1 HEXA NDUFS3 GTF2H4 KLRK1 MDP1 CSNK1E FIS1 ANG RPL18P10 RPS15AP1 CPEB1 AC129492.1 PHB2 AC141586.1 FASTKD5 DHRS4-AS1 TMEM242 TMEM167B CROCCP2 MIR877 AL390719.1 PAM16 LINC00339 NBPF1 FAM228B H3C9P MIR1302-3 TIGD1 BTBD19 DCDC2B RN7SKP114 RNA5SP21 CCDC18-AS1 LINC02593 LGALS8-AS1 HLA-DPB1 EPB41L4A-AS1 HCG14 LINC02831 TMCO1-AS1 TNK2-AS1 HMGB3P22 JPX LINC01623 LINC00431 NOL7 RPL39P40 ENTPD1-AS1 SRRM5 WDR11-AS1 HCG15 DNAJC9-AS1 LINC01132 LINC00111 HCG20 MIR646HG MIR34AHG AL139011.1 HDAC2-AS2 WEE2-AS1 THRB-AS1 PIK3IP1-DT XIST EMX2OS TAX1BP1-AS1 AL669831.3 PRRT3-AS1 TPI1P2 PPP5D1 CCDC192 FOXD3-AS1 ZNF674-AS1 ST3GAL5-AS1 KANTR LINC01431 LINC00665 SMG7-AS1 SNHG7 GPX1 NKAPP1 LINC01719 RPL36AP13 GAPDHP22 DDX39B-AS1 EIF2AK3-DT LINC01426 FAM133B JRK RPS29P16 BHLHE40-AS1 B3GALT4 TSPEAR-AS1 APOA1-AS GAPDHP14 TLX1NB LINC01010 CBR3-AS1 CDKN2AIPNL CREB3L2-AS1 RGL2 LINC01409 LINC01275 NFIA-AS1 LINC00649 CD81-AS1 SNORA13 RNU7-27P CASTOR3 NME1 ADSL LINC00888 PPIL3 RN7SL346P RN7SL521P ATP5MF C22orf39 BMS1P4-AGAP5 BMS1P4 STMP1 MRPS31P5 TTC4 DNAJC25-GNG10 RN7SL446P MTCYBP18 LINC02453 DRAIC CEBPA MEF2C-AS2 AC090061.1 LRP4-AS1 STX18-AS1 TRIM52-AS1 KRTAP9-12P ATP5MF-PTCD1 MTND5P11 AC046134.2 LINC01033 HAUS5 MTND6P4 AC145146.1 LINC01411 MRPS31P4 LINC01182 LINC01596 GLUD1P3 AC244502.1 HTT-AS ZNF674 OSGEPL1-AS1 AC023632.2 VPS13B-DT ZNF260 LYN STX16-NPEPL1 AC005324.3 TOLLIP-AS1 PRECSIT ZNF10 LINC02454 SMIM10L1 ZNF350 LINC02366 GIHCG CNPY2 AL161668.3 RNASE4 MC1R SEPTIN7P1 NDUFC2-KCTD14 AC004816.1 EFL1P1 FIGNL2-DT MIR762HG LINC02846 HEXA-AS1 AC036103.1 AC005837.1 TMEM202-AS1 AC073878.1 TPBGL SSTR5-AS1 AC012184.3 LINC02186 MIA CORO7 AC024361.2 ZNF213-AS1 MIR4515 AP000845.1 SNORD3A MIR3928 MIR1273C SNORD84 MIR5188 RNF115 H3P41 CFAP298-TCP10L LINC01970 SEC22B MIR4519 SNHG25 MIR4512 LINC00663 ZNF793-AS1 AC006213.1 AC067852.2 ZNF850 AC006213.2 AC006213.3 LINC01775 ZNF790-AS1 AC020928.1 CEBPA-DT AC092295.2 DM1-AS ZNF56 S1PR2 AC002115.1 ZNF224 LIN37 NAPA-AS1 SMC5-AS1 AC010271.1 MIA-RAB4B CALR3 FBXO17 ZSCAN16-AS1 RPARP-AS1 EGLN2 FMC1-LUC7L2 AC010531.6 BORCS7-ASMT RNVU1-31 HSPE1-MOB4 ZNF30-AS1 AL390955.2 IER3-AS1 TTC23L-AS1 DAP-DT KMT2B GTF2IP20 HNRNPD-DT DCP1A ZNHIT3 MIR4726 SUGT1-DT NOL12 INO80B-WBP1 RNVU1-27 SNORA16A PCCA-DT KRT89P H2AC12 ZNF280B MLLT6 NUDT18 DUSP14 FRG1HP SNORD49B PIGW PSMB3 SNORA50C SCARNA2 MYO19 H4C2 SNHG4 AC005622.1 MIR5087 HMGA1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HMGA1_TARGET_GENES CFH CFTR CD38 ABCB5 CROT ARSD ST7L APBA3 NUB1 CLK1 ZMYND11 NRXN3 RNF19A MSR1 TPR RRM2B HEXB HERPUD1 PIK3CB ARID4B RIOK2 YBX3 MON2 CS SLC12A2 TBC1D1 DIP2B ATG2B ARFGEF1 TRO IP6K2 PSME4 IFT80 CLEC2D ATP1B3 ARHGAP10 TRHDE NFATC3 KDM5A DHRS9 FRYL ARHGAP15 NT5C2 CTTNBP2 PPP1R12B GTF3C1 SPAG6 CBFA2T2 SMARCA2 MOK XPO1 RNF13 GSTP1 DIMT1 MMP2 LYZ P3H2 OSGEP SPECC1L AP4S1 SNW1 GALNT16 SRSF5 DICER1 ZC3H14 PCNX1 RPS6KA5 CCNB1IP1 SEC23A USP14 SMCHD1 STAG2 BMX NFAT5 RPGRIP1L DMXL2 EIF3J SPG11 TRPA1 UBR5 ERI1 PPP2CB POP4 BET1 DUS4L TFEC RNF32 ANKRD7 BUD31 CEP41 CNTNAP3 HPS1 MTPAP SMURF2 ANXA10 SLC2A9 STIM2 PTPN5 RASAL1 DDX55 FAM184A HDDC2 FBXO9 ASCC3 THG1L CLINT1 PDE4D NPHP3 SLC25A36 XRN1 ECT2 BBX NKTR EPB41L5 STAT1 USP34 EHBP1 PLCL1 THADA PCYOX1 ANGPTL1 CAPZA1 DOCK7 TNNI3K MTFR1L CENPF CTSD ANKRD13C KLF12 UCHL3 ELL2 CPSF3 PCDHB12 ZFP30 PDZRN3 FYTTD1 NXPH1 ITIH5 STIL USP45 ACSL3 MTRR MCEE COL21A1 THOC2 CSN1S1 DYNC2I1 TSPAN8 MACF1 AKAP9 GAL3ST1 CHN1 INO80 CDC16 CAPN7 RFTN1 COQ3 ARHGEF11 PATJ TPTE2 CHRM3 LRRIQ1 E2F5 SBF2 NUMB KIDINS220 ROCK2 IL6ST CRB1 APC CD36 AHI1 ITM2B HUS1 IREB2 CALCOCO2 SCN7A GATA4 KCTD3 FCHSD2 KNL1 TMEM62 ZNF280D DYNC2LI1 ITPRID2 PARP16 HERC3 KIAA1109 LEF1 CPNE8 GIT2 ITGB7 WDFY2 ESR2 USP3 FTO NCOR1 PRPSAP2 BCAS3 AFG3L2 MBD1 CBLN2 IFITM3 TP53BP2 INTS3 NVL LBR HNRNPLL CAMKMT SRPRB NCEH1 CRHBP DDX46 ABT1 TBC1D32 TAAR8 SHPRH CCNB3 DPYS NFIB CBWD5 USP6NL ADD3 ATM CNKSR2 DCUN1D2 SPATA4 IL18 ANK3 MBIP ALLC NCAPD3 PIGF PABPC3 DCLRE1C PTPRK ABCA10 ENPP3 JAM2 CXXC1 ODF1 AGPAT5 VBP1 RAB39B KCNMA1 ZFAND3 STEAP2 AHCYL2 DNAH3 EMSY RGS12 BPNT1 B3GALNT2 CLHC1 BIRC8 PDLIM5 COL6A3 ERICH6 SLMAP TASOR DNAJB14 TMEM144 NAA15 IL15 TMEM161B RHOBTB3 PRIMPOL CMYA5 EBF1 UTP15 CALHM4 INTS8 VIRMA C8orf34 DYNLT3 NOL6 ARHGAP12 MICU2 MAGEC3 COPS2 GABRB3 FAM227B BORCS7 ATP9B DENND2B HTR3A DIS3L SEMA6B OR2B2 RFWD3 RAB31 ADAM9 HSPBAP1 KCNAB1 ZEB2 NIPA1 CDK1 TPT1-AS1 PKIA RBKS FAM98B ZNF561 BPTF CTPS1 FRMD3 PAIP1 NEGR1 TCEAL1 CBWD1 PHF8 HECTD4 AHSA2P DAG1 PPIAP7 RNF213 DPY19L1 RALGAPA1 CA5A FAM182B MRPL48 GAPT LRRC37A3 TRIM60 SLC38A9 UMODL1 RBM44 CD163L1 TENM3-AS1 EFCAB13 PCBP1-AS1 WFDC10A KCTD4 CCDC66 ZDHHC20 KCTD2 OR9G3P RNF135 OR2B8P CEP97 PLCB1 CCDC172 LINC01006 ANXA2 RPS27AP20 CCBE1 MRPL54 TMEM50A LRTOMT KNTC1 UBE2G2 PRPF39 GPRIN3 BRWD1 LRCH3 AIDA ANKRD46 TAS2R42 CCDC73 TMPRSS11A DNAJB13 AC091057.1 OR7D2 FAM230G VSTM1 SF3B3 IARS1 CD55 ZNF781 HBG2 NF1 PIWIL2 ENTPD4 ZNF675 ASPH GFPT1 OR14L1P ABCA4 PNP SFT2D1 OPA1 RYR3 MT-ND4 RNU6-500P RN7SKP170 RNU6-386P RNA5SP491 RNU6-812P RNU6-984P RNU6-544P RNU1-83P RNU6-1284P RN7SKP160 RNU6-674P RN7SKP257 RNU4-4P RNA5SP396 RNU6-275P RNU6-1180P RNA5SP166 RNY3P13 LIPN HLA-DOA HLA-E TRIM31 RANBP17 PCDHA2 C1RL-AS1 JPT2 SERPINB11 RNU6-1036P RNU6-468P RNU6-439P SNORA20B RNU6-790P RNU6-30P RNU6-901P RNU6-680P RNU6-987P MIR99A MT-TR MT-TP RNU6ATAC26P TRAJ13 RNA5SP297 RNU6-1111P SNORA12 RNA5SP465 RNU11-5P RNU6-587P MT-ND4L CNN2P9 GPC2 SLC25A14P1 RPSAP61 REPIN1 SETP21 PDCL3P3 EML6 KRT8P6 ARHGEF28 AC141586.1 RNF212B ANKRD20A11P TNFRSF25 MTCYBP36 HNRNPA1P37 ZNF259P1 ARF1P1 HMGB1P13 MIR548H3 ZNF880 RAB6C MIR1537 RN7SKP58 RNU6-1135P RNU6-602P RNU6-607P RNU6-57P DSCR4-IT1 HBD CCDC18-AS1 BANF1P4 RPL21P32 LAMTOR5-AS1 E2F3-IT1 CDKN2A-DT SRP14P1 CD84P1 PFN1P4 SFTA1P NRIR STUB1P1 ZNF192P1 SETP15 LINC00343 OAZ1P1 RBX1P1 OR6K5P LINC02527 MTATP6P18 RPL31P12 ILRUNP1 ADGRF5P1 ZNF731P GCOM2 ASS1P5 TARID LINC02770 LINC01320 CYCSP4 LINC00446 LINC02766 RPL12P34 TFAP2A-AS1 RPL34P19 LINC01381 RPL19P5 DDTP1 MIR4422HG SALL4P6 LINC02613 AL162385.2 PDE4DIPP6 SILC1 OR52U1P LINC01517 DPYD-AS1 HSD17B7P1 NRAD1 ETF1P3 EIF3LP2 SELENOTP1 ASS1P3 LINC01781 PFN1P3 RPEP5 LINC01103 RPS3AP6 DNAJC17P1 TRDN-AS1 LINC01102 COX5BP3 PSMC1P10 RRM2P2 HLA-DPA3 LINC02790 ZNF737 CDK2AP2P2 LRRC52-AS1 LINC01888 NICN2P CT75 ZNF101P1 FLG-AS1 RPLP0P7 MIR2113 SNORD65B RFKP2 RN7SL479P RN7SL520P RN7SL98P RPL7P15 ACTG1P13 GOLGA2P6 RPL7AP2 MUC20-OT1 MTND4P17 KCNAB1-AS1 KMT5AP3 RN7SL332P RPL23AP44 N4BP2L2 CRNDE MIR4300HG LINC00682 SEPTIN7P14 CASC8 NPM1P21 LINC02428 MARK2P5 NCOA4P3 OR5H5P RPL7L1P4 OR5H3P GAPDHP43 MARK2P4 MTHFD2P4 SUMO2P5 RNU5E-3P RNU6-583P RNU2-45P RNU6-982P RNU6-150P RNU4-54P RNA5SP153 RNU6-911P RNU6-1136P RNU6-677P RNU7-151P RNU6-1271P RNA5SP342 RNU1-45P IGHV3-50 SEPTIN10P1 LINC01592 SIRLNT PCDHGA11 HIGD1AP18 IGKV2-18 LINC02715 MTND1P35 GLTPP1 LINC02722 WTAPP1 OR8I1P MRPL40P1 LINC02571 GCSHP4 AC006065.4 CRAT37 RHPN2P1 CKS1BP1 LINC01147 KRT8P2 NDUFB8P1 LINC00929 HMGN1P1 PWRN1 VN1R67P VN1R65P CCPG1 C16orf97 LINC00559 LINC02190 LINC02605 MIR4450 MIR4795 SUZ12P1 MIR548AR MIR4529 RN7SL131P MIR4685 KRT18P8 MIR3929 SNORA74C-1 RN7SL804P LINC01905 SLC14A2-AS1 SMCO4P1 PLA2G4C-AS1 BORCS7-ASMT PFN1P2 YTHDF2P1 NPHP3-ACAD11 RN7SL296P MIR7156 IGHV1OR21-1 LINC02881 OR4G3P PGR-AS1 MEP1AP1 CFLAR PDK4 ST7 KMT2E ITGA3 AP2B1 AGK FARP2 SPAG9 MAP4K3 BRCA1 RUFY3 CNTN1 C8B GRAMD1B GLRX2 STRAP DEPDC1 SEC63 SH3YL1 USP2 HDAC9 LMO3 R3HDM1 SDCCAG8 CDK17 MRPS35 SLC6A16 ANKRD44 TLE2 ADGRF5 VPS35 NUCB2 DAZAP1 TP63 IGF2BP2 ZNF638 MARK3 ACACB IL4R PIAS2 PPP2R5C CLUL1 THOC1 COBLL1 PIBF1 CYLD HACE1 LPCAT2 RFX2 DDX18 TMEM40 CRLS1 ESF1 ANAPC5 CFAP61 SPTLC1 PAPOLA RGS1 LAMB4 WDR7 TRPM7 WAC NDUFB7 XBP1 CDKL1 ACIN1 SAMHD1 LPIN2 CEP76 RIOK3 ATG4A GLRA2 PLS3 RUBCNL KPNA3 N4BP1 MON1B ZDHHC2 ASAH1 URI1 ETFB HPN DNAJC2 MTPN ATP6V0A4 SPAM1 RAPGEF1 RAB11FIP2 GLRX3 TASOR2 RGS9 RAI1 CPD DDX5 EZH1 UGT2B10 DCUN1D4 CLNK NKX3-2 CLEC2B ACAD10 SLCO1B3 GYS2 LDHB C2CD5 EYA4 LAMA4 MRPS30 RASGRF2 LIFR BNIP1 CLDN16 TFDP2 HHLA2 PCGF1 RTN4 CCDC88A ACADL GLS NFE2L2 PARD3B MROH9 CNN3 PLAGL1 SGK1 RAB3GAP2 GLT8D2 PDS5A ZC3H7A ECD SLC25A16 AMD1 ACVR1C EXOSC9 PLA2G12A CNOT1 DMAC2L GRK4 BMP2 C20orf173 TNFRSF19 FOXP2 PDE11A KLK14 EGLN3 LDLR ZNF317 ANGPTL6 UBE4B PRRG1 SYNE1 NFATC1 PPFIA1 CLUH LANCL2 GUCY2D RNF128 IMPA1 MED6 MEIS2 VAV3 SORT1 NOTCH2 MYBPC3 HOOK1 PDGFRA PRR5L GNS KCNK1 PIGC COG3 SETDB2 RSAD1 MYCBPAP SCN2A IFI44L RTCA TRIM54 CYP2C8 AOX1 NAB1 ABI2 ITGAV PDE5A PEX5 SCAF11 LRIG3 COPS3 KSR1 SLC14A1 FOXK2 DOP1B SYTL1 ITGB3BP SDHC LYST RBMS3 NFKBIZ SPATA16 ILDR1 CORIN FABP2 MEGF10 GABRA6 MLIP TAAR1 SLC18B1 AIG1 TIAM2 CHMP7 CDKN2B HSD17B12 GLYAT CCDC82 SCP2D1-AS1 OOSP2 SLC22A9 ADGRL3 MIA2 LYPD1 CCDC102B MTMR12 GPR158 TMEM263 EXT2 NUBPL CCL28 TMEM132D G6PC2 TCTEX1D1 PLOD2 CPB1 ACOXL SCOC CABYR TNIK CNTNAP3B SORBS2 PIEZO2 MTERF3 RPL30 UNC5D GALK2 ARSL MYO1E WDR19 ZFAND2B ELK4 WFDC8 EPB41 SON UBR1 BSDC1 ZNF208 ANO10 LRP5 JAK1 OMA1 KIAA1841 CCDC138 CFAP221 ICOS PTPN13 CCDC158 PRSS12 ANXA5 WDR41 KLKB1 SPIDR DIRAS2 KIF27 AMER2 CACNB2 NETO1 CYB5R2 ATF7IP2 ZNF592 CCDC178 IGF2 SMG8 ANKRD33 SRR TTC39C PXK USP39 INPP5D NFXL1 FEZ2 GPHN PCDHB1 FOXB1 ZNF554 MALT1 ID4 SYNPO2 PARP14 TNKS IQCF1 FAM3C2P SCUBE2 A2M ACBD7 OR4L1 FOXR1 OR10AB1P NAP1L4P1 CLVS1 OR2AJ1 UBE2U ZBED2 BOLA1 NT5DC1 TPRXL PIPSL PPA1 CAPS2 EHMT1 OR5AK3P DDX60L RAD51B UBE2E2 TSHZ2 SEPHS1P1 RFLNB RPL21P132 PPP1R2 CCSER1 OR4C10P CHRM5 PRKN SMYD3 ZNF732 SPIN2B AKR1C1 PRR27 USP7 RILPL1 FOCAD SLC4A5 PTPRT ZNF729 CPNE4 ZNF124 ADH1B TLR7 SCN8A SRGAP1 OR2T32P IGF2R ADAM3A SIPA1L1 VN1R5 SPTAN1 RPL37A AKAP17A ZNF84 QRICH1 KRTAP4-5 KRTAP4-1 B3GNT6 ZNF536 FOXJ3 MIRLET7C RNA5SP361 RNU5F-7P RNU4-50P RN7SKP246 SNORA16B RNU6-534P RNU6-590P RNU4-12P RNA5SP30 EFCAB2 RUFY2 MIR1915HG C12orf73 LINC01602 OR6C72P DEFB134 KRTAP22-2 ANKUB1 CFAP44 RNU6-945P RNU6-968P RNU6-925P RNU6-136P MIR455 TRAV9-1 TRAV29DV5 IGHV3-48 TAS2R19 TAS2R15P RNU6-308P OR10D5P GSTM2 UGT2B11 UBD AC019080.1 ZNF99 LINC01588 PEX12P1 HNRNPA1P7 EFCAB8 C1orf167 RPL37P15 TXNP7 RPS4XP9 TDGF1P4 KRT19P1 RPS27AP11 HNRNPA1P1 KRT18P44 IMPDH1P9 HNRNPA1P58 RNU6ATAC41P RNU4-26P RN7SKP188 OR2AD1P SLC44A3-AS1 MSL3P1 SMSP1 CASC6 PLEKHM1 MRPL36P1 AKR1C5P MKRN2OS STIP1P3 UBE2D3P2 PPIAP17 RPL35AP4 FAM229A SLC25A5P5 LINC01035 SSU72P1 TEX41 AC013470.2 DAB1-AS1 SLC8A1-AS1 MIS18A-AS1 OR4A2P ASH1L-IT1 UMLILO COL11A2P1 HSPA8P8 PGBD4P8 H3P10 LINC01739 SACS-AS1 HCG24 FOXD3-AS1 SCTR-AS1 SPRY4-AS1 LINC01640 FMN2P1 EMBP1 LINC01798 MXRA7P1 RPL12P9 CYP1B1-AS1 CASK-AS1 CCDC144NL-AS1 MTCO3P8 GOT2P3 LINC01680 TXNP6 KRT18P2 PCDH9-AS1 VN2R3P FTH1P2 SMARCAL1-AS1 TUBBP6 ANAPC1P6 FAM21EP ZPLD2P C1DP2 RANP1 EEF1DP8 EIF4A1P6 RPS27AP8 RNGTTP1 FAM200B LINC02806 CRIP1P2 RNU7-130P LINC02006 SNORD123 SIDT1-AS1 RN7SL825P PRDX3P4 AMY2B RN7SL93P LRRFIP1P1 RN7SL580P RN7SL538P AC004690.2 AC109466.1 STAG3L5P RN7SL581P RN7SL384P RN7SL542P TMEM225B RPL35AP29 LIFR-AS1 UBAP1L RFPL4AP5 FMN1 LINC01088 LINC02114 CTD-2350J17.1 TRMT112P1 AC114296.1 RPEP1 AC097467.3 LINC02429 LINC02479 LINC02615 ASNSP4 LINC02110 RNA5SP360 RNU6-635P IGHV3-62 RGS21 IGHV3-76 AC083973.1 NRG1-IT3 HMGB1P46 NAV2-AS3 SETP16 OR8J2 TRIM53CP OR5BN1P MTCO3P15 LINC02721 MRGPRX9P KRT8P11 FUNDC2P1 A2MP1 OR8R1P ASIC5 KLRA1P LINC02455 ARPC3P3 LSM14A SPECC1L-ADORA2A LINC02330 TRAV28 DNM1P38 ACTG1P15 AC011374.1 LINC01229 FRG2DP MFSD1P1 ISCA1P3 ROCK1P1 RN7SL44P DPRXP4 MIR3691 MIR3650 LINC01899 MIR3672 MIR4471 FSBP LIVAR LINC01028 ZNF224 ADGRE4P VN1R90P HNRNPMP2 H3P37 NANOGNBP3 MZT1P1 ATP5MGP8 ATP1B3P1 LINC02018 PICSAR MIR4477A MIR7154 MIR6806 VWA8-AS1 CPS1-IT1 AC107398.4 FAM240B ZNF7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF7_TARGET_GENES AK2 MEOX1 GCFC2 GDE1 REX1BD DBF4 CCDC124 LUC7L DNAJC11 MAPK8IP2 HHATL NME1-NME2 RNF14 NUDCD3 STRAP ARHGAP31 RANBP3 SH3YL1 CDH1 CTNNA1 FAM214A RSF1 H6PD HEBP2 KCNQ1 PTPRN TMCC3 MTA3 ACAA1 ARSF SEZ6 ST3GAL6 CALCRL CYB5R4 ASB1 PPP2R5A DIP2B ELOVL1 TRAM1 EVI5 ACSL4 KIF2A PITX1 GUCY2C NUCB2 TMEM260 MGAT4A HLTF PRKACA ADGRL1 CYP2W1 CLCN4 NLE1 ST6GAL1 NCBP3 ENO1 ACTB KLHL20 ACTL6B FBLN1 SAR1A FDFT1 SCGN EPB41L2 SLC35C2 HSP90AA1 ITGB5 RPS5 GCKR MGST2 MTMR2 FTL SH3BP2 DNM1L AAMDC RFX2 ESF1 KDM2B OAS1 RPH3A ZBTB25 LTBP4 SLC9A1 TMEM101 IKZF5 TDRD1 NRP1 P2RX6 TOP3B HMGXB4 MIEF1 PSMA3 ACIN1 HRH3 NDUFAF5 MANBAL CDK5RAP1 SYP SLC35A2 CDK16 NUTF2 CENPT N4BP1 WDR59 LMF1 SLC7A5 FBXO31 HMOX2 MAZ BCKDK HERC1 TRIP4 AP3B2 DTWD1 BMF SCG3 TRIM35 SH2D4A PPP1R37 ANKRD27 SLC1A5 PTPRS BCAT2 PIK3R2 PDE4C BRAT1 SSBP1 CHN2 TAF6 ZNHIT1 POU6F2 ARHGAP21 ACBD5 MAP3K8 PBLD GIT1 VAT1 LUC7L3 ALDOC CPE HSPA8 DTX4 CEP164 PPFIBP1 METAP2 DDX55 SLC38A1 GAPDH HCFC2 TMEM14C GCNT2 OPRM1 KCTD20 C6orf62 GMNN EXOC2 SPARC RNF130 PDE4D SMAD5 C3orf52 ASB3 INO80B AUP1 HTRA2 CCDC88A LANCL1 STAT1 EFHD1 IL1R1 MLPH ID2 ODC1 PLEKHA3 CACYBP MTR CTBS PIK3R3 ARID1A PHF3 GTF3C3 TRIM67 RBM18 MAPKAP1 YLPM1 MXI1 TGFBI FAM53C SERP1 GLT8D2 MTERF2 NFYB PTK2B NPPB RNF2 MAPK8IP1 TMIGD3 RBBP6 KLHL7 SMU1 CISD1 SMUG1 ACSL3 SRSF6 ZNFX1 PEDS1-UBE2V1 CLYBL BARHL1 SNRPB SNRPB2 ID1 TUBGCP3 MCF2L LRFN3 RAB3IP FBXL12 VGF OSGEPL1 IVD ARPP19 VPS13C TTI2 SYT5 CBFA2T3 UNC13A JUND ADRM1 TRIM28 ARHGEF16 LRP3 AAR2 RBSN NR0B2 LGALS3 ARFIP2 TIMM10B EEFSEC DDC TPT1 SLC2A11 C1QTNF6 CEPT1 YWHAQ ELP2 STT3A NREP WDR36 BICDL1 UGT2A3 ADGRB3 TFCP2 OS9 MRPL44 REV1 SUCLA2 DDX56 SCN2A TBR1 RPS6KC1 PIM1 THAP12 TGS1 SLTM NDUFAF1 KNL1 ZNF280D RSL24D1 BCAR3 PNPT1 CYP2C8 TACC2 SHF HERC3 LARP1B G3BP2 GSTCD INTS12 GABARAPL1 FGD4 TPH2 PHLDA1 TDG MAP3K12 MYG1 NIPA2 TCF12 SORD MAN2C1 PIF1 USP3 DET1 MAP1LC3B OSGIN1 SLC16A3 TXNL4A SLC39A3 RPL13A ZNF593 MTF2 STRIP1 NUF2 RGS5 TOR1AIP1 MCL1 GOLPH3L EIF2D TAF1A C1orf131 EPHX1 RPS27A ANKRD53 UNC80 CTDSP1 MARCHF4 LRTM1 PYURF GLRA1 TNIP1 GPR6 TMEM181 ZNF182 TAF1 CCDC25 SNTG1 EBAG9 FAM135B NFIB ZCCHC7 SNX30 MRRF NR6A1 WDR31 GTF3C5 PDSS1 ADD3 TMEM219 GPR158 NUBPL EPS8 DRD3 TRIM36 PTPRK NMRAL1 CHST9 ATP5MC3 MRPL39 TRIM74 SPAG17 DRAM2 N6AMT1 RWDD2B MTERF3 PTDSS1 EEF1A1 SEC13 SMG1 C8A PAXIP1 HTR5A RNF111 TMEM268 PAFAH2 CDC25C KCNB1 APOA2 SYNJ1 HK2 SPON2 ZER1 LRRC71 TUBA3FP FAM151A TSSK3 RBM15 BROX HAAO SLC66A3 CLHC1 DUSP19 RPL22L1 TKT TASOR ARHGEF3 UBXN7 PGRMC2 GRM2 SAP30 MAD2L1 SERINC5 ERAP2 CTSB DLC1 SUGT1 RPL36AL SVOP FAM227B C2 TMX3 MCM7 PCLAF MYO1A SCG5 CNPY4 KLHL26 TP53I13 KLK1 TMEM68 CTNNB1 MGAT2 KCTD6 CDKN2AIP STAT3 SLC49A3 LMAN2 METTL15 APLF MT1E GUSB PRDM10 SMAD1 PFKFB3 KIF5B AKAP13 GSTA4 TPT1-AS1 ALK TRIM8 FAM98B SPACA5 ENC1 GPHN SPATA5L1 TVP23B KLF11 MTBP MRPL13 HINFP TMCC1 SFT2D3 MOB1B CHD2 HEG1 ENDOV KCNH6 NET1 LEMD3 TRMT10C VWC2L C12orf76 YIF1A SEZ6L2 ASPHD1 FBXW8 SH3BP5L CADM2 PCCA GOLGA8A TP53I11 CENPS DRAP1 C11orf68 MYO1D ZNF843 MIR7-3HG PXMP2 ZBTB38 C8orf31 PPFIA3 UMODL1 ZFAS1 PAWR PGBD5 SRRM3 SOX12 DMAP1 IMPDH2 NDUFV2 RNF186 EXOC3L1 PXT1 GVQW3 CITED4 PDXDC1 TRNAU1AP SKIDA1 YOD1 NQO1 ZNF707 ZNF329 NPLOC4 TSPAN10 RESP18 AP2A2 ABAT SLC25A10 GPR19 UTP11 PTP4A2 ACTG1 KCNK12 MAP7D2 PLA2G6 UBE2G2 OSBP2 NOC4L INTS5 DDX51 TNFAIP8L1 MAPK11 MRPL40 AIDA GSAP RGS9BP ESPN ZNF385C GPR89B PP7080 SRP72P2 UTS2B NEMP2 IL1RAP ACADSB HRCT1 SUPT3H WDR5 NCOR2 HDAC2 ZNF846 GM2A H2AC7 H4C3 PCBP2 NEK5 SLC22A4 ZNF165 FITM2 OGDHL STMN3 LHFPL5 KIF13B SNHG12 GRK6 CD2AP ADH4 UBL5 PIM3 LDB1 SMOC1 SCAMP5 TSEN15 MIR375 RNU5E-1 RNU5F-1 RNU6-369P RNU1-83P SNORD118 RNU4-1 RNVU1-6 RNU6-973P RNU5E-4P VTRNA1-2 RNA5SP283 RNU4-2 EEF1AKMT2 SNHG5 PHACTR4 BRD2 HSPA1B CSNK2B GPANK1 ZNF805 HLA-E DISP3 FBXO48 C12orf73 CDKL4 C4orf46 C5orf51 RNU1-1 RNU6-1036P SNORD12C DIO2 RNA5SP63 DYNLT2B VDAC1 CLIC1 RPS29 CSNK1E IRF9 ANG AZGP1P1 SRMP1 TMEM242 MARCKSL1P2 IFI30 NDUFB4P4 RNA5SP104 AC097468.1 POU6F2-AS1 UBE2SP2 RPL23AP85 SLC9A3-AS1 TAF1A-AS1 NRSN2-AS1 NCBP2-AS1 LINC00115 BSN-DT LINC00511 SNAP25-AS1 RBM15-AS1 HDAC2-AS2 WEE2-AS1 LINC01128 AK3P5 TLK2P2 TAX1BP1-AS1 KLHL7-DT DLEU2 DIRC3 LINC01198 EMSLR LINC01719 AC108047.1 CTXN2 ID2-AS1 LINC00345 ZNF815P LINC02889 CDKN2AIPNL LINC00649 AL391832.2 ARMC4P1 SNORD13 NME1 RN7SL346P PEDS1 FABP5P3 MTFP1 EIF4EBP3 NME2 CFAP57 RN7SL211P CYP2U1-AS1 LACTB2-AS1 FMN1 SELENOP PITPNM2-AS1 CENPS-CORT RNU6-65P SNORA70 OSGEPL1-AS1 LINC01863 PCDHGB1 ODC1-DT LINC00485 LINC01629 RNASE4 TMEM179 LINC00929 AC066612.1 ZNF444P1 AC092287.1 LINC01964 CCPG1 C15orf65 SCRT1 CCDC92B AC092115.3 RNF213-AS1 SNORD3A SUZ12P1 RN7SL525P RN7SL73P MIR4437 LINC00663 AC011444.1 ZNF56 MIR3188 AC012313.6 AL355353.1 AL390955.2 TTC23L-AS1 SAP30-DT INO80B-WBP1 PPP4R3B RNVU1-19 RN7SL1 H2BC7 RNVU1-28 MIR7973-1 DPRXP3 ADORA3 FRG1CP SLC7A2 PDK4 ALDH3B1 GAS7 LYPLA2 BTBD7 ZMYND11 DAPK2 LIMA1 KMT2C DGCR2 PDE8A SLC12A1 AFP NKAIN1 OVGP1 CTTN ASAP3 ZNF343 NUDC XYLB ABL1 CABIN1 HIRA SH3BP1 RBM23 CHGA PCK2 PYGB BIRC7 TM9SF4 ARHGEF7 CSK KLHDC4 MTPN PLOD3 RND2 USP46 ELK3 PCDHB5 CLK4 PPWD1 HES1 GBE1 APC2 ETV3 SGK1 SATB2 PRLHR PROSER1 TARDBP ECHDC2 HS3ST2 ATP7B MAD2L1BP BBS2 IL1B ZNF133 RALY F10 STYXL1 KCNC1 FUT5 LSM4 RPL27 ANKHD1 PRKAB2 PDHA1 SLC39A11 MEIS2 KLB NAA35 NHSL1 GLUL LAMC1 PHF11 IREB2 STXBP1 RIPK1 HMGA1 PLCB2 OIT3 TMOD3 CPNE8 DHX38 KIFC3 IGFBP4 MAP3K6 CDC42BPA CAMK2D CPLX2 WASH2P EPHA1 ST18 AOPEP SLX4IP ARID5B TMEM267 SH2D6 UTRN GRM1 CHD1 GPR78 ELMO1 CPAMD8 CHRNB2 CYGB CLPB RBBP4 TMEM169 ZNF148 TLR3 DIPK1B TBC1D2B FEM1B ROR2 C1GALT1C1 CXXC5 JMJD1C CEBPB BANP EFEMP2 EGFL7 SLC16A13 ZBTB8OS RPLP2 HTR1A PACS2 TRAK1 PTTG1IP CCDC159 TRIM69 AKAP14 HEXIM1 TMEM120A RRP7A MYBPC1 SIAH1 CCDC69 CNOT7 RNY1P10 RN7SKP245 RNU6-1276P COX20 AIF1 DHX16 C4orf47 MT1DP MT1M IFITM5 RNU6-431P RNVU1-15 MIR7-3 PPM1N STARD10 COMMD4P1 MIR1302-3 MIR548H2 AP4M1 RNA5SP89 RNA5SP60 PSMD4P1 FTH1P22 MPRIP-AS1 LINC01729 CACYBPP1 KRT18P36 MIS18A-AS1 ARL5AP3 CFTRP1 ANKRD18B ABCA9-AS1 PFN1P1 ACSL3-AS1 LINC02093 LINC01659 RBMS3-AS3 LINC01424 DYRK3-AS1 RNA5SP351 RN7SL288P LINC02614 SUCLG2-AS1 RN7SL363P HMGN1P9 LINC01586 RNA5SP473 RN7SKP92 AC034243.1 MIR3142HG HTD2 MIR9-3HG KDM2B-DT PLCB2-AS1 C16orf95 LINC01569 ROCK1P1 THCAT158 MIR4754 LINC01775 AC007192.2 RMRP HK2-DT AL139082.1 SUGT1-DT RNVU1-25 SNORA16A SNORD50B RN7SL556P OR2T11 ZNF8_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF8_TARGET_GENES GCLC LAS1L POLDIP2 KDM1A ADIPOR2 MARK4 ST3GAL1 CSDE1 POMT2 DYRK4 STARD3NL IDS BTK CLCN6 NME1-NME2 LARS2 WIZ TMEM159 POLR3B DNASE1L1 ZNF582 MNAT1 NR1H3 FAS B4GALT7 SNX1 ABCF2 PEX3 MYOM2 EDC4 RAI14 CTNS CNTLN PREX2 TPR SZRD1 RC3H2 ATG5 MTA3 DNAJC25 MRPS35 SFSWAP ZNF112 PMS1 CALCRL TRAM2 ELOVL1 ZBTB11 EVI5 KIF2A TGFBR3 UFD1 EIF2B3 DERL2 BCS1L SLC24A1 HACD3 ANO8 CACNG5 PLD1 BAZ2A KLHL20 ITCH CLUL1 PGM1 SRCAP JMJD4 WDR70 BZW1 KAT6A ZNF264 AK6 SEH1L MTIF2 EPS15 PPP1R15A LPCAT2 PTPN4 DDX18 DYNLL1 ESF1 ZNF302 FXYD3 MRPS33 TMEM101 SNAP23 CDC45 CBX5 DHPS MRPS18A SCD OCEL1 ANKRD54 POLDIP3 TTLL1 TOM1 EIF3D EP300 PRMT5 EIF5 PSMA6 NDUFAF5 CDK5RAP1 NKAP SYP PQBP1 CDADC1 ARHGEF7 LONP2 FBXO31 PIEZO1 USP31 MAZ AAGAB IQCH RAB11A FAH ZNF106 DTWD1 TJP1 BLOC1S6 GFUS EEF1D PEX11G TLE6 CCDC130 TIMM44 PPP6R1 GPI TBCB POLR2I CCDC9 ZNF175 CAV2 CAV1 SSBP1 URGCP POLD2 DDX58 EXOSC3 PHYH SEC23IP BMPR1A ACTA2 KAZALD1 BCCIP RPL19 MTMR4 TUBD1 KPNB1 RPS6KB1 CBX1 RAI1 SMARCD2 C17orf75 EFTUD2 DPH1 ZNF330 RPL34 GRPEL1 TBC1D19 UGDH LPXN CEP126 PSMD9 MLEC RSRC2 METAP2 CREBL2 DDX55 CAND1 COPS7A C2CD5 TDP2 SMIM8 ASF1A TPD52L1 MAPK14 SRSF3 SOD2 MCM3 BMP5 FBXL4 MED23 ACOT13 EYA4 TFEB DUSP22 COX7A2 TBX18 POLR3G RAD50 IL5 GNPDA1 NR3C1 TCERG1 CRBN FRMD4B SSR3 ITGA4 APC2 NDUFS7 CCDC88A STAT1 HSPE1 PARK7 S100PBP SMG7 TMEM9 MTR ADGRL2 GALE PRPF3 SLC2A1 AKR1A1 NSUN4 CNN3 ABCD3 SLC35A3 ARID1A RPA2 FILIP1 UBE3D ANKRD13C DCLRE1B DYNC2I2 PPP6C KDSR ABCD4 ZNF410 WDR11 MRPS14 PAIP2 ZFP30 ADRA1A SPOP PSPC1 TMEM54 ZSCAN20 RPL21 ZNF644 VPS26A CDKN2C OPTN TSFM ATG101 KBTBD4 ATPAF1 BAZ2B STX16 SNRNP27 AARS2 ZNF391 MAD2L1BP COL21A1 RPP40 GOT2 TRIP10 DTD1 HNRNPR TUBGCP3 IGFLR1 RRAS TIMM17B TRMT5 SIN3B METTL16 RNF6 TPST2 LSM8 KLHDC10 ORMDL1 THAP10 PUS7L KRI1 BCL2L2 SEC14L1 FGF13 TTI2 GTPBP3 ACTN4 PAK4 MED18 RGN ZNF227 COX4I1 EMC8 PPT1 RFTN1 RPL27 VPS25 DIAPH1 TRAF7 DCAF15 RAF1 MYBBP1A UTP3 IGHMBP2 SYT4 USPL1 RFXAP HSPBP1 KRBA1 ACTR3B KRAS VRTN WNT2B LAMTOR5 AP4B1 NAPG ARF3 YWHAQ ACP2 RBMX2 SPOCD1 YARS1 GGACT COL4A2 ETS1 WDR36 TAOK3 USP30 RINT1 GLS2 ITGA7 BLOC1S1 ZC3H10 USP15 KIAA0513 KCNK1 MRPL44 CKAP2 IREB2 TACO1 GOLGA1 ZSCAN9 MDC1 VARS2 CCDC90B NARS2 SLCO5A1 TGS1 MAP2K5 LRRC49 ZNF280D KIF20B METTL5 INTS14 GSTCD INTS12 ALG10 TMEM19 DUSP6 NUP58 MAP3K12 ESYT1 TMBIM6 SLC38A6 TCF12 ANP32A COMMD4 ETFA MAN2C1 USP3 ARMC5 DHX38 TXNL4B MAP1LC3B MEAK7 G6PC3 SS18 ELAC1 MBD1 FBXO15 NFIC TPGS1 DPP9 GEMIN7 ERVK3-1 CFAP74 PEX14 ITGB3BP MTF2 C1orf162 NUF2 RGS5 TOR1AIP1 GABPB2 DTL EIF2D CEP170 SNAP47 CNIH3 C1orf35 SCN1A HSPD1 TAMM41 RPS3A RPL37 SSBP2 COMMD10 ZNF300 RPL7L1 RARS2 WTAP ARMT1 CCNB3 OGT ERLIN2 SIGMAR1 GTF3C5 MIGA2 LRSAM1 MSRB2 NRBF2 FRA10AC1 ITPRIP ZNF214 HIKESHI NCAM1 NPAT ATM CNBD2 VPS51 TMEM219 HMGA2 UBC ITPR1 UEVLD ANK3 TMEM18 EPS8 ACSL1 RABGAP1L C18orf25 CCNO GGPS1 RAD17 SREK1IP1 CWC27 KCTD15 ENPP3 CXXC1 RHOC RMND1 MMP16 DPY19L4 GALK2 HTR5A GATAD1 AP3S2 WIPI2 PAFAH2 MITD1 CFAP298 PAXBP1 NAE1 CCDC117 CCDC107 ZNF221 BSDC1 FAM207A MCM3AP ZBTB7B ADAR LRRC71 PAQR4 MAGOH NFIA PUS10 PEX13 DISC1 MEMO1 BOLA3 CDC42EP3 HELQ MRPS18C TMEM79 CIP2A PPM1K SMIM14 ARSK RHOBTB3 NSA2 GFM2 SLC35A1 KIAA0895 RPS14 CAMLG FMC1 ALDH7A1 GAPVD1 BRWD3 DEUP1 SUGT1 SKA3 PRPF18 VSTM4 METTL3 SPRED1 COPS2 FAM227B DENND2B SAAL1 TMEM170A CCDC178 MARS1 CCDC103 ISLR2 CDK12 SMG8 CACNB3 DHRS13 ZNF146 IGFBP6 MIS12 MRPL58 TMEM68 KCTD5 CMAHP ATXN2L LRP1B ROR2 APEX2 NSMCE1 RGS14 SLC33A1 PTK2 CLIC4 ASPSCR1 DUS1L CHD3 PWWP2A ZNF212 UBB GPRC5C TMC7 TRABD GPR37 SCAND1 CHST11 ZNF524 ENC1 ZNF540 TVP23B JMJD1C ZNF131 GNB2 FUT10 RPL38 MRPL57 NOC3L FAM86B3P TOMM20 EIF1 ZNF791 PIFO PIGG C12orf76 MSL2 IQCK RESF1 PTPN2 EIF3F ZNF25 CCDC14 DRAP1 C11orf68 PAAF1 CCDC85B NR2F1 AURKAIP1 ZNF575 RUFY1 MIR7-3HG MTHFR ZNF491 CSTF2T GBA ANXA2R ZNF518A UBE2N DMAP1 BOLA1 NDUFV2 PLEKHM3 ZNF223 KLHL11 NSUN3 DHFR2 DPM3 CLK3 CDC42EP4 PCBP1-AS1 SERTAD2 C1orf194 FIZ1 ZNF609 ZNF571 TLCD5 COA4 GINS3 SNRPE TMEM259 ZSCAN22 KBTBD3 YBEY TSHZ2 ZNF721 LINC01547 DDX41 CCBE1 CCDC159 SF3A3 MRPL54 TBK1 VPS33B KNTC1 ZFP1 STING1 APOO FAF1 ATP6V0A2 MRPL30 MRPL40 EP400P1 MORF4L1 ZNF829 ZNF566 ANKRD46 TEX38 CA5BP1 NUDT17 CYP4X1 ZNF396 HYAL3 ZNF546 COL4A1 SIRT7 ZKSCAN4 TRPV2 ZNF490 COL4A5 FOCAD UROS ADAT2 ZKSCAN3 SLC35E2B NEMP2 HMGB1 SH2D5 SUPT5H ZNF565 IPO4 NACA MRTFA TCF4 NF1 S100A2 NHLRC2 SCN8A ZNF585A SERTAD1 ZNF398 ZSCAN25 ABCB8 MRPL21 COL4A6 ENTPD6 CDC42SE1 MCMBP ZNF81 ATAD3A ZNF461 RPL12 IRAK4 ZNF251 ZNF607 SDAD1 ZNF568 SH3BGRL2 CTNND1 TAFA2 TTC37 MTCO3P12 PAX9 TYW1 DZIP3 DCLRE1A TBKBP1 SMG5 RNU5A-8P EFCAB7 ZYG11A LINC00963 DAXX STK19 DXO VARS1 HLA-F TTC25 ZNF425 C12orf73 ATP6AP1L C21orf62-AS1 SNORD60 RNU6-2 RNU6-535P MIR548AA2 MT-TF MT-RNR1 RTL8B KRT18P68 NDUFS3 GTF2H4 MDP1 GALT NUDT19 CBX1P2 VPS33B-DT FAM187A AC141586.1 HOMEZ TMEM242 TMEM167B ST13P16 RPL21P28 PPP2R2A DCDC2B RNU6-1043P POLR2KP2 LINC00620 LAMTOR5-AS1 NRSN2-AS1 BOLA3-AS1 JPX LINC01703 TRAM2-AS1 ZNF192P1 ZNF25-DT LINC01535 ENTPD1-AS1 AL606760.1 ARHGAP29-AS1 SDHDP2 WDR11-AS1 LINC01068 RPL3P2 WEE2-AS1 CNIH3-AS1 LINC00486 RPL32P28 SMIM26 SMG7-AS1 CYP1B1-AS1 SNHG7 RNF224 LINC01719 RPL34-DT SNHG20 BRD3OS AL357146.1 TMEM147-AS1 TTN-AS1 RGL2 NME1 ADSL RPL7P24 RN7SL521P RPL36A ARPC1A MUC20-OT1 BMS1P4-AGAP5 BMS1P4 NAA80 APOBEC3D TMEM199 DNAJC25-GNG10 OR2A1-AS1 APOBEC3C NEAT1 ZNF585B DRAIC NSMCE1-DT AP000802.1 SPTY2D1OS NR2F2-AS1 NRAV KRTAP5-14P RCC2P4 CARMN RPS4XP20 MRPS31P4 GLUD1P3 RNU6-470P RN7SKP276 RNU4-71P RNU6-947P RNU7-179P STX16-NPEPL1 BRK1 HIGD1AP5 AL132780.1 ZBED6 RPL36A-HNRNPH2 RTEL1 SPESP1 DIO3OS BCL2L2-PABPN1 PLCB2-AS1 THTPA LINC02846 SNHG19 LINC02136 ZNF234 MIR4662B AC025682.1 DYNLL2 RN7SL262P CFAP298-TCP10L STRADA AC015813.3 MIR4676 AARSD1 AC006213.2 ZNF790-AS1 TCF4-AS2 ZNF582-AS1 AC008736.1 CARD8-AS1 AC012313.6 ZSCAN16-AS1 EGLN2 TAF15 HSPE1-MOB4 AL390955.2 DCP1A CWC25 ZNHIT3 TAF9 NOL12 MIR4727 MIR4734 LINC02340 MIR6090 RN7SL322P MYO19 EBLN3P MIR4662A ENPP4 MYH16 APBA3 RTEL1-TNFRSF6B FAM136A TUBG2 HEBP2 ARID4B YBX3 TM7SF3 SNAP91 CDK13 ALDH3A2 IGF2BP2 TIMM21 VDAC3 FKBP7 MKNK1 ATRX SCAMP1 EXOC1 ECHDC1 NRP1 HIRA IL2RB ADNP SMARCA1 FMR1 CORO1A ZNF821 CRYM LGALS13 TGFB1 ICAM4 TMEM147 ACBD5 TASOR2 CTSC CEP164 IL10RA CEP72 ELAPOR1 GON4L RSRP1 PPP1R8 RXYLT1 NUDCD1 IQSEC2 PACSIN1 SERPINB6 GPR108 EML2 NRSN2 AMOT CCR7 HIVEP3 CDHR3 CLIP1 LRP3 C19orf12 H3-3B ANKEF1 CKAP4 HEMGN THAP12 STRA6 PLCE1 SCAPER PML GLYR1 GNAL MVB12A GPR161 GPA33 USP21 PRCC HDGF PLEKHA6 MEGF10 N4BP3 CIZ1 NPFFR1 CNNM2 INTS4 AASDHPPT ARID5B C12orf45 NPAS3 FAM151B ACOXL NMRAL1 PPP4R1 C2CD6 TATDN2 RBPMS NLRP14 CSRP1 ABR ZNF385A DNAJB4 RYK CITED2 E2F7 BRD7 STAT6 SERTAD3 ATG16L2 REEP4 PRSS27 AGAP5 DAB1 MBLAC2 ZNF404 BEND2 RABEP2 FAM20C TMTC2 NME9 NXPH3 OLIG1 LRRC14B HGS EVI2B ZFP91 MITF H1-2 UTS2B STMN3 PSAP KLHDC1 CCDC180 WWP2 RNU5B-4P RNA5S6 RNA5SP516 RNU6-1107P RNA5SP117 HCG9 RNU6-142P RNVU1-15 MIR194-1 MIR7-3 MT-TA MT-TN MT-TC MT-TY RNU6-1176P HNRNPA1P37 MIR1302-3 RNU5A-5P SMPD4P1 CDCA4P2 ATE1-AS1 ARL5AP1 LINC01981 HSPD1P21 AL669831.3 COX11P1 AC099792.1 MTFR1P1 DLEU2 MRTFA-AS1 CNIH3-AS2 GAPDHP31 LINC00649 RPL12P20 RN7SL100P RPL31P61 RN7SL278P RN7SL19P ERVFRD-1 PPM1K-DT LINC01411 ZNF550 RNA5SP473 PDCL2P2 VDAC2P2 AP000439.2 LINC02293 ELOCP32 AC027237.2 NDUFAF4P1 AC040169.1 AC009021.1 ATP2C2-AS1 MIR4457 RN7SL819P MIR5194 MIR5188 MIR4530 LINC01775 LINC00868 AC010271.1 CCDC194 RMRP FMC1-LUC7L2 SUGT1-DT RNU11 LINC02341 HOXB4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXB4_TARGET_GENES STPG1 M6PR SARM1 KDM1A DVL2 MCUB REXO5 CIAPIN1 FBXL3 TTC22 CDKL3 TSR3 NADK MPND MAPK8IP2 REV3L POMT2 NISCH ABHD5 RNF216 BRCA1 ELOVL5 SLC25A39 RNF14 POLA2 MDH1 MTMR11 COX15 MATR3 AGPS NCDN SPAST RNH1 HSD17B6 SEC63 VRK2 SLC39A9 CENPQ ARID4A PIAS1 RNF19A USP2 MFAP3 PNKP CTNS RAB27B SPATA7 RETSAT TRIT1 FAM214A RRM2B RCN1 TBC1D22A FAM168A FAM114A2 MRPL43 RC3H2 UNKL PSD SNRNP40 CS WAPL VMP1 APPBP2 LIMCH1 INTS13 OAT MCM10 CYB5R4 PPP2R5A DIP2B ZMYND12 ELOVL1 ZBTB11 GOLGA5 LRRC40 IDI1 TNFRSF1A TP53BP1 HDAC4 POLR1A IP6K2 PPP2R5B MAST4 GBA2 ASNS ATP2B1 SNX13 AFF4 FBXW11 DERL2 PDE8A MRPS34 DPP8 HACD3 ACTR6 TMEM131 PLD1 RBM7 FAM76B TULP3 PPP2R5C SMARCA2 EXD2 ATP8B1 XPO1 DIS3 PIBF1 YTHDC1 MECOM HACE1 SEH1L IGSF9 EPDR1 RBM22 TRIP6 PSMC5 UIMC1 PTPN4 COQ9 SMOX RBBP9 CFAP61 NUDC GOLGA3 MCOLN1 SPAG7 PPP2R3C HECTD1 TRPM7 XYLB CRAT TLL2 WAC ZNF184 IFT74 JAK2 ERMP1 CIRBP CRKL PPIL2 PPM1F ANKRD54 CCDC134 POLDIP3 MCAT L3MBTL2 TRMU ATP6V1D GSTZ1 ERH TRIP11 PABPN1 PRORP TM9SF1 TRPC4AP HNF4A TPD52L2 SLC52A3 CRNKL1 ACTR5 APMAP METTL4 SMAD7 FNDC3A MRPS31 ZNF629 TRADD LYRM1 LMF1 GSPT1 HMOX2 STX4 IQCH HERC1 TRIP4 AP3B2 EHD4 UBE2W EMC2 MTMR9 SNRNP70 PPP1R37 TBC1D17 IL4I1 TIMM44 ASF1B VRK3 ILVBL FBL PLD3 ATP1A3 CCDC114 LIG1 DBP TNPO2 PDE4C CDK6 BET1 NAMPT TTC26 HOXA13 NOD1 GARS1 TAF6 FBXO24 LSM5 C1GALT1 PLOD3 ZNHIT1 ACTR3C PSMA2 RHEB KANK1 TESK1 CCSER2 TWNK NPM3 RAD51C KPNB1 GOSR2 NUP88 FTSJ3 SMARCD2 B9D1 EZH1 AREG ELF2 UFSP2 ATG2A EHD1 OSBP PRPF40B PRR4 CREBL2 ALDH2 GTF2H3 EIF2B1 MDM1 TIMELESS KRR1 CHPT1 LPCAT3 RAB35 SOD2 SLC16A10 CUTA TBP TMEM30A MRPS27 IK HMGCR TTC1 GOLPH3 FAM172A TARS1 SEC24A ZNF346 TIMMDC1 PCCB ARMC8 CEP70 PFKFB4 ACAP2 IQCG C3orf52 ABCC5 EIF4G1 RPS15 TTC31 RTN4 STAT1 ELMOD3 PDCL3 KDM3A STK25 TAF1B SOS1 COX7A2L CACYBP SCP2 WRAP73 MRPL37 STXBP3 MEF2D SMG7 SRSF11 ZNF684 ID3 APH1A B4GALT2 SLC35A3 NSL1 DDX59 CREB1 KLF7 PHF3 MYL12B RARRES1 UBE2B TJP2 DYNC2I2 PTPA CNTRL PHF19 RBM18 NR4A3 ZBTB45 NEK9 ACYP1 ZC2HC1C ZNF410 CUTC PANK3 MTHFD1L SIL1 PLS1 NR2C1 SOCS2 SPOP PLBD1 ZCCHC17 TMEM39B GTF3A TRMT13 RPAP2 ZWINT SPATS2 STAU1 MRS2 XPO5 AARS2 H2BC11 CNOT1 NUP85 GTF3C4 DDX31 BARHL1 MBOAT7 POLR1B TNFSF9 SH2D3A PANK2 ST3GAL3 NUP214 PPCS FBXL12 EMC6 PTPN12 TUBGCP6 TST FOXP2 NDUFA5 EIF2AK4 TTBK2 IVD DUT ANAPC13 RPAIN ILF3 AP1M2 AJUBA PARP2 NRL REEP5 GTPBP3 ATP5IF1 GSE1 TBC1D5 TUBG1 RPL27 NDUFA2 ACAP3 STARD3 RFX1 IMMT EEFSEC FIGNL1 MMACHC NASP MKRN1 C12orf29 ARNTL EIF2S1 MRPS36 LAMTOR5 CDC73 CDCA8 ELP2 ERCC5 CTSL HILPDA NAT10 TFCP2 PAN2 MAP7 AHI1 CCDC142 ISCU DRAM1 WASHC4 VILL IGF2BP3 GPNMB EPRS1 TXN PLAA YIPF3 LRRC1 CCDC90B SDCBP YAP1 CTDSPL2 SLTM RPLP1 LRRC49 UACA TMEM62 GTF2B RTCA PNPT1 ATAD1 SLC35A5 TMOD3 HNRNPD RASGEF1B GPAT3 KIAA1109 G3BP2 MAPK8IP3 YARS2 ETNK1 KLRG1 SCAF11 KANSL2 CERS5 CSAD RHOF ARMH4 ETFA TPM1 ULK3 POLG TICRR EFL1 NOL3 SLC39A6 GATA6 NARF RETREG3 DPP9 ZNF473 ARHGEF19 KIAA0319L ITGB3BP RPS8 HDGF TOR1AIP1 ZNF687 SNX27 SETDB1 ANP32E SLC27A3 SLC39A1 CREB3L4 PYCR2 RPS27A WDPCP OSBPL10 ATG3 FIP1L1 GLRA1 TBC1D7 RNF44 CYP39A1 C7orf50 SLC12A9 KDM6A EBP ERLIN2 SYBU MRRF SURF1 SURF2 SURF6 DNAJB12 LIN7C TUT1 KAT14 MTA2 MRPL49 FAU TBX6 EEF1AKMT1 SAP18 DCP1B TMEM263 SLC2A13 CSNK1G3 KCTD14 QTRT2 CENPJ SMPD4BP GPATCH11 PDK1 MARVELD2 CENPH AHCTF1 NMRAL1 CHD1 PPP4R1 CDK19 CARNMT1 DPY19L4 SH3RF2 CD109 ZDHHC5 KAT6B STEAP2 HTR5A FZD1 SPPL3 MITD1 AHCYL2 USF1 CFAP298 SYNJ1 CCDC24 HK2 CCDC107 KALRN WDR4 NDUFV3 C21orf58 C19orf47 FDPS SH2B2 MGAT4B FBXL13 PCYT1A LARP4 LEMD2 EIF4A1 NXF1 SLC25A45 CZIB B3GALNT2 WDR26 REL MEMO1 ANTXR2 GTPBP8 CCDC191 WDFY3 PSMD6 CCNL1 RPL9 RBM47 RCHY1 ZMYM6 RPN1 ABLIM2 SHISA5 TEX264 NPY1R SHROOM1 GDF9 UQCRQ STK17A BMT2 CDCA7L CHMP4C FASTK SNAPC3 MYORG TMEM65 HNRNPK ZHX1 STOML2 GTF2A1 MICU2 BORCS5 METTL3 CEP57 SVOP AMN BAG5 CCT2 C16orf71 USP54 GARRE1 TK2 PCLAF NEMP1 CCNDBP1 TRUB2 COQ4 FBXO22 HDHD2 POP5 RRM1 ZNF180 VKORC1 GATAD2A MVD ZNF641 CACNB3 SERTAD3 NCKAP5L NDUFV1 MIS12 ZNF598 E4F1 ECI1 ULK4 ANKS3 SETD5 DDIT4 REEP4 ATXN2L POLR3D TMEM223 DYNLRB2 TET2 ZNF608 ATP5ME HNRNPH1 ATF5 SLC50A1 APLF SPNS1 TMEM266 TRIM56 PUSL1 ARMC10 POLH PPM1D TSEN34 TMEM126B MRPL36 POLR1C ZNF561 LRRC8D ZNF584 MTBP MRPL13 ZNF131 C2CD2L SMPDL3A TMEM217 DHCR7 RNASEH2C HECTD4 HSPA6 NOC3L MZT2A THAP2 PPP1R14B SNX33 SCAI PLK3 GOLIM4 MARCHF3 RBM4 C12orf76 RIN1 SEZ6L2 ASPHD1 EIF3F CLTB SART1 MLXIP LYSMD3 TCP11L1 RNPEP SGF29 MIR7-3HG TYMS DEAF1 TMEM80 HASPIN CHID1 DMAP1 NDUFAF3 STAP2 DALRD3 PLEC WDR6 FAM220A GTPBP6 ZNF713 COX5A TMEM52 RMI1 EXD1 FARSA EDC3 CALR GCC1 PLD6 PDXDC1 C14orf119 SLC9A4 OAZ2 GLIPR1L2 CLRN3 WDFY3-AS2 PPA1 DHTKD1 NME9 COPG1 PRKAG1 GINS3 MRPS11 CYB5D1 EPHB3 TTC3 CNOT10 NAA38 DDX41 TRMT12 TRIM52 MACC1 LIN9 SMTN C11orf72 TSSC4 AMER1 UBE2G2 RBM33 ZFP90 SIVA1 DGAT1 PURA KIAA0825 MRPL30 ZSWIM9 LMLN ZNF696 PIGP WWOX CYP4F12 KPNA4 GPATCH8 HYAL3 CHP1 PTMA C17orf97 SECISBP2 ANKRD19P MORN2 NWD1 LINC00265 H2AX DUSP28 NBR1 SAXO2 FAM221A FAM120AOS ALKBH2 KIAA0895L STK40 IARS1 POM121 ZNF777 GDAP2 NACA ERI2 H2AC11 ZNF398 PCBP2 SYNGAP1 ZNF860 OGDHL RAB40C CFAP299 ZNF335 PRIM1 STYX LRBA TEX45 SCAMP5 FICD R3HDM4 SREBF2 NAGA SNORA65 RNU6-8 SERTAD4-AS1 EFCAB7 ASAH2B MSH5 ABCF1 RACK1 AKT1S1 FBXO48 SLC35B4 C4orf47 CDPF1 LOH12CR2 CEMP1 THUMPD3-AS1 SNORA57 MIR320A SACM1L TAS2R14 EWSAT1 NUP62 MXD3 HEXA ADAT3 CLIC1 TAX1BP3 GANC CSKMT MYL5 RPL17-C18orf32 CYB5RL CROCCP2 AC009403.1 FAM228B OR1F12 HDAC4-AS1 VPS52 CFL1P1 OSER1-DT RTCA-AS1 LAMTOR5-AS1 HMGB3P22 LINC01623 TMEM30A-DT NOL7 ENTPD1-AS1 LINC00511 SCAMP4 STEAP2-AS1 SNAP25-AS1 LINC01185 PET100 TOB1-AS1 COL6A4P1 LIMD1-AS1 LINC00271 RPS18 AL590428.1 DNAJB6P3 PRH1 CHORDC1P1 ZNF687-AS1 PET117 SMG7-AS1 SEC1P H2BC15 AC005083.1 TPRG1-AS1 AC092171.3 FAM133B SMIM27 LINC00941 SLC12A9-AS1 LINC01852 SNORA13 SNORD54 GET4 AC141424.1 PLEKHO2 STAG3L5P EFNA4 LINC02453 MALINC1 USP2-AS1 AC009292.1 UBR5-AS1 PLA2G4E-AS1 PGAM5 AC046134.2 HOXC-AS2 MRPS31P4 PRELID3BP5 CERNA3 WAC-AS1 MPV17L2 DPP3 AP002748.4 COA8 DNAAF4 URB1-AS1 HMBS PLBD1-AS1 PPP1R14B-AS1 PSMA3-AS1 CNPY2 BCDIN3D-AS1 RTEL1 AL132780.2 LINC02313 AL359399.1 AL359317.2 AC104590.1 ST20-MTHFS AC011921.1 MRPL46 AC025043.1 AC105411.1 AC106820.2 AC099778.1 AC007541.1 HEXA-AS1 SNAI3-AS1 AC124068.2 LINC02168 DNAAF4-CCPG1 AC005670.1 DLGAP1-AS2 ZNF213-AS1 MIR4455 MIR4665 PPP4R1-AS1 LINC00667 AC025682.1 AP005329.1 SNORD95 RNF115 RPL17 GATA6-AS1 ILF3-DT ZNF561-AS1 FAM156A AC012313.6 SNHG8 HTATSF1P2 AL451085.2 AC010240.3 NUDT3 BTF3-DT STAG3L5P-PVRIG2P-PILRB LRRC8D-DT RAB33B-AS1 MIR6515 RNU11 SYNRG H2AC15 AATF SNORA24 RNU12 PIP4K2B RPPH1 MRM1 CCDC163 AC107398.4 ADIPOR2 PSMB1 SPAG9 CELSR3 HEATR5B RPS20 LARS2 RTEL1-TNFRSF6B WDR37 LTK KIF26A PKM RRP15 BCL3 HES2 SCARB1 NLE1 SLC25A40 SART3 XAB2 LRCH4 CIC CLDND1 HSP90AA1 NDC80 USP40 PGS1 UNC13D LRRFIP2 HSP90AB1 MYO9B TTLL1 ZMAT5 ABHD4 EIF5 NFAT5 ERI1 AVL9 EPHB6 CHCHD2 YKT6 DNM1 GOSR1 MAPK10 IL23A CDKN1B ATN1 CMAS FGFR1OP2 TMEM14C MAN1A1 NCOA7 SAYSD1 CCNG1 RAD1 PDCD10 CCL20 SF3B6 IFIH1 COQ10B RMDN2 NFE2L2 PHF13 RGS2 CASP8AP2 ATAD2B OGFRL1 KCNJ5 EPHX2 TEX14 DDX27 OARD1 SLC35B3 SDCBP2 ID1 CDKN1C XPO7 ATP8B3 MNX1 HAUS8 MGAT1 ANKHD1 NDFIP1 WBP2 OSER1 BHLHE40 KRT7 FBXL8 KLC4 MAP2K5 ZNF740 ESR2 TOB1 PTRH2 SAE1 PEX14 BCL10 PLEKHA6 PKP4 ACKR2 RPL7L1 GPR6 DLG2 ANK3 ACSL1 CCDC148 ADGRF4 ANKRD40 N6AMT1 AASDH DFFA AGPAT3 PCNT ZDHHC12 SQSTM1 MAML1 RAVER1 C1orf52 AXDND1 CLHC1 PYGO2 PTPN13 POLR2H MFSD8 NSD1 CCDC186 SP2 NOD2 CD320 ADAL COMMD8 SLC25A6 SIN3A RASSF6 KRT8 STAT2 FAM241B USP19 BANP LCLAT1 NUDT4 NET1 SWSAP1 ZNF497 BRSK2 DCTN2 SCAND2P ANXA2R SAMD4B ST20 EHMT1 SNRPE ADI1 CEP63 COPB2 WDR27 MUC1 FAAP100 MST1P2 DCUN1D3 CC2D2B NOXA1 ANAPC7 H2AC13 ZSCAN26 MIRLET7BHG DDI2 STMN3 EME2 RPS4X RPS6KL1 LRIG2 SNORD16 SNORA70 SNORD18A TATDN3 MIR191 MIR7-3 AC019080.1 FIS1 CKLF RNU2-17P RNA5SP60 LINC02832 WEE2-AS1 TRAF3IP2-AS1 DHCR24-DT ELF3-AS1 ID2-AS1 HGH1 LINC01424 C10orf143 CDK6-AS1 LINC00674 NAA80 HOTTIP SOCS2-AS1 PSME2P3 ZNF436-AS1 SNORD27 RNA5SP473 ANKHD1-EIF4EBP3 MSH5-SAPCD1 ZHX1-C8orf76 AC023355.1 AC015712.2 AL596325.1 SPINT1-AS1 SNORD55 MIR3913-1 AC132938.3 CFAP298-TCP10L MIR3178 MYO15B AL118506.1 AL359504.1 SNORD58B TIMMDC1-DT HNRNPD-DT HK2-DT MIR7845 C11orf98 EBLN3P MIR4521 HOXB6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXB6_TARGET_GENES RAD52 DVL2 ZNF195 MAP3K14 VTA1 SPRTN UQCRC1 LRRC23 CLCN6 NME1-NME2 PPP5C ERCC1 ZC3H3 ALAS1 TOMM34 TFB1M PNPLA6 ABCF2 SH3YL1 MYOM2 RETSAT GOPC RRM2B TMCC3 NDC1 INTS13 ABCA7 PKN2 ERBB3 PACC1 ELOVL1 GOLGA5 TP53BP1 RHOA ELP1 ACADVL DPP8 HACD3 TIPIN WDR62 KIFAP3 EXOSC5 MCCC1 TULP3 PCM1 TOLLIP XRCC5 MKNK1 PGM1 HSP90AA1 NDC80 DELE1 ATP8B1 EFR3B RAB10 MAPRE3 SEH1L CHERP NFX1 IPO11 SRRT UIMC1 RFX2 PDRG1 FUS FXYD5 PAPOLA MCOLN1 SPAG7 SH2D3C EFHC1 PCSK5 TMED1 TECR RSPH14 ZMAT5 DESI1 PRMT5 LGMN GSS RAB5IF SEL1L2 CSNK2A1 TLDC2 USP14 METTL4 RBBP8 DNAJC3 HCFC1R1 HMOX2 DNAJA3 CORO7-PAM16 RPGRIP1L MAZ RAB11A TMEM87A CEP152 NBN EIF3E GSDMD NUCB1 MAP4K1 GPI PLD3 FZR1 SYNGR4 PPP2R1A SMG9 MET RNF32 AP1S1 CEP41 ZNF862 CHCHD3 DNMBP ANKRD26 TASOR2 PSMD3 TRIM37 B9D1 MRPL27 DHRS7B OCIAD1 MAPK10 GAB1 GRPEL1 FBXW7 TBC1D19 UFSP2 CCDC34 EHD1 RNF141 ATP5F1B MAGOHB GAPDH CHD4 COPS7A RIC8B RNGTT SOD2 ASCC3 GMNN MRPS27 HMGCR POLR3G PPP2CA RARS1 SELENOK CRBN PCCB CEP70 ACAP2 TFG NCBP2 TP53I3 PCGF1 ELMOD3 COQ10B SF3B1 EDEM3 SMG7 ZBTB17 EXOC8 CDK18 STX12 ARMC2 RAB3GAP2 LDAH WDR35 NDUFB3 ABITRAM RBM18 ZBTB45 DNAL1 COQ6 SUPT7L CRIPT WDR55 EXOSC8 LIAS ZRANB3 KIAA1191 SLC25A51 P4HA1 ZNF576 SH2D3A SYMPK CHURC1-FNTB DYNC2I1 TIMM8A COX7C EPS15L1 AKAP9 DOCK4 OSGEPL1 MBD4 PARP2 PRKCSH BST2 RSPH3 LSM4 CHMP2A HIP1R POLN TUBG1 DIAPH1 TOP2A STARD3 DNAJB1 RFX1 OSER1 TPT1 CNDP2 MKRN1 LARS1 HSD17B4 ELP3 ARF3 TPGS2 UBAC2 CARS2 HILPDA DNAJC14 CDK4 ZC3H10 MDM2 STX6 MRPL44 TTLL4 TSGA10 GCC2 SCYL2 WASHC4 SRSF1 DCAF7 EPRS1 TRMO ARPC5L THAP12 PRCP SDCBP C11orf1 CTDSPL2 SLTM KNL1 TMEM62 ADAM10 GIPC2 IFT172 ATAD1 USP8 AP1AR G3BP2 USO1 MTTP ETNK1 SCAF11 TMEM19 NABP2 ESYT1 WDR20 NIPA2 SERF2 ABHD2 FTO GFOD2 CBX8 FBXO15 RETREG3 MVB12A SAE1 POU2F1 SETDB1 UBAP2L C1orf43 ACP1 GUK1 SPAG16 LYAR TRMT10A RPL37 SSBP2 BDP1 G3BP1 ABT1 IRAK1BP1 DYNLT1 SLC12A9 MRRF RSU1 GSTO1 PPRC1 HSD17B12 EIF3M FADS1 B3GAT3 TMEM218 SAP18 KIAA1328 HNMT DCP1B EPS8 PIGF INO80C NMRAL1 TSEN2 SKA1 EME1 ATP6V1C1 PI4K2A RHOC SETD9 N6AMT1 SYN2 TPRG1L CNOT11 ADPGK ATP6V0D1 IQCC KALRN RSPH1 C19orf47 FDPS PMF1 MRNIP FBXL13 THAP8 LRRC56 TMEM143 LARP4 CZIB MYSM1 FUBP1 DNAJB4 C1orf74 SNED1 MRPL55 PDLIM5 IWS1 S100A11 PTPN13 TIPARP RPL9 RPP14 SLC4A1AP LZTFL1 IFT122 PBRM1 UBXN7 APEH TMEM144 ARFIP1 CDK5 SLC4A2 YWHAZ TMEM65 HNRNPK ZHX1 DDIAS DDX21 DEPDC4 C16orf46 WEE1 ZSCAN21 C18orf54 IRGQ PPP2R3B BSCL2 ULK4 SMIM4 ARF4 HEXIM2 ZBTB49 ATP5ME MAP2K1 HNRNPH1 CSNK1G1 SLC50A1 MRPL1 SLC33A1 TIGD4 NANP PDCD6IP ELP5 STAT2 ARMC10 FOXN2 TRIAP1 RNF139 TPT1-AS1 TRMT61B ZDHHC16 EXOSC1 ZNF584 RNASEH1 MACROD2 STARD5 EFEMP2 TMEM134 HPSE TNKS KCNK7 CHD2 MARCHF3 C12orf66 STARD6 DENND4A MSL2 HRAS B3GNTL1 SLC35E3 CTDNEP1 UBE2O MBLAC2 EID2B MTHFR WDR73 IRAG1-AS1 MAN1B1 PPFIA3 HASPIN HNRNPA0 IMPDH2 WDR6 FAM220A EIF3K TCAIM GVQW3 OAZ2 MIGA1 PPA1 NPM1 NME9 RNF41 CLN8 LINC01006 TMEM198B GPR39 SEMA4B KIAA0825 CDNF CDK10 SETD4 CDIN1 CCDC30 PCLO TMEM222 NF2 HEXIM1 MT1X HSPA14 C17orf97 NCR3LG1 SPAG16-DT ZNF250 IARS1 XRCC6 XRCC2 C1D FITM2 RPF2 PSAP CFAP43 S100A6 VPS13A CCDC151 ZNF277 FICD PRC1 CENPW BAG6 C4orf47 PRR13 HMGN1 TSN EWSAT1 ATF6B ZNF337-AS1 GANC MYCBP APTR HAUS3 HOMEZ MYL5 CROCCP2 FNIP1 NBPF1 FAM185A RNA5SP21 ENTPD3-AS1 CFL1P1 OSER1-DT HCG14 HMGB3P22 LINC01703 SRRM5 AC079145.1 UBAC2-AS1 SMG7-AS1 RNASEH1-AS1 DEPDC1-AS1 C12orf75 ZBED5 ANO7L1 TMEM250 RNVU1-2 NME1 MRPS17 C1orf226 AP001625.3 AC093627.4 AC141424.1 PISD EFNA4 TIPARP-AS1 RNF139-AS1 AC008393.1 SNHG6 ZBED5-AS1 DNAJC3-DT GPRC5D-AS1 BCKDHA HAUS5 CASC11 LINC02482 OSGEPL1-AS1 PINX1 HTD2 GAU1 FDXACB1 FAM222A-AS1 POLG2 MIR200CHG GATC AL132780.1 CHURC1 TMC3-AS1 AC025043.1 AL606760.3 HOXB7 PMF1-BGLAP LINC02166 AC109347.1 AL163051.1 CCPG1 C15orf65 LINC01978 CORO7 MIR4757 AC002115.1 MIR4453HG MAN1B1-DT AC009061.2 NCBP2AS2 AC104109.2 ARF4-AS1 AL451050.2 C2orf15 LINC02340 AATF RPPH1 RDM1 BISPR PHPT1 U2AF2 CDK13 NLE1 TIMM21 USP40 PPM1F CCDC114 HBP1 KAZALD1 TIMELESS TRIM23 TRAPPC13 ATP10B ALG5 RPL21 DNAJC8 INO80 AANAT GADD45G ANKHD1 THOC6 DLG4 PIK3C2B TTC5 CALCOCO2 SYTL2 PREPL LINS1 ZNF593 XPR1 ZNF514 TCTA DNAJB12 CACUL1 ZFP36L2 RABGEF1 ATP5MPL GPBP1L1 TMEM69 WDCP NAXE FOXA3 PTEN BAIAP2 ASB8 C14orf119 TMEM179B RNPC3 MST1P2 RSBN1L TCTEX1D4 ZNF33B H2BU1 TTC30A TAF13 TBC1D8 SNORD59A MIR200C BTBD19 PPM1F-AS1 AC095032.1 CNTFR-AS1 LINC02086 UBR5-AS1 SNORD27 SHLD3 HOXA-AS3 ANKHD1-EIF4EBP3 ZHX1-C8orf76 MIR3912 AC067852.2 AL035530.2 RNU6-92P RN7SKP175 PTPRA_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PTPRA_TARGET_GENES GCFC2 ZFX MAPK8IP2 PRKCH PNPLA6 ATP6V0A1 MRPS10 MTA3 APPBP2 AGBL5 GNAS XRN2 CWF19L1 CIRBP BCL2L13 TXN2 PGK1 GATA1 GSPT1 IL10RA SPRING1 DROSHA RAD1 BRIX1 MRPL3 PAPPA2 MTR CD160 DR1 PPP1R8 RAB3GAP2 ITGB1BP1 TTLL5 PREX1 NUP85 BARHL1 ARMCX5 COX6B1 KRT36 OLFM1 SESN2 HIP1R ATP6V1E1 AMPD3 MEN1 RNFT2 ADGRB3 LTV1 RPS6 MDC1 RABGGTB TMEM117 VPS37B MGST3 PRCC HDGF UBAP2L C1orf43 GLRA1 CPLX2 LRRC27 CDC123 NUP205 PHF6 HTR5A GDPD5 EMSY PSMB4 CCDC107 NPR2 CCDC28B FNDC5 FLAD1 ZNF75A ATXN7L2 IER5 PYGO2 RPS14 MFSD3 MRPL1 ZNF764 FAM161A KCNG3 NHLH1 TTC9B MIR7-3HG CCDC159 KREMEN1 TMED9 AP3M1 SYN3 CYP4F2 ZNF397 C15orf61 SYNGAP1 INKA2 YTHDF2 KLHL9 ZFP2 RNA5SP453 RNA5SP215 MICB SNORD45C RNU6-1 RNVU1-14 MIR7-3 MIR184 RPS29 TUBA5P MSMP DDX3X RNA5SP60 CCDC18-AS1 SNAP25-AS1 AGBL5-AS1 LINC01399 ZFX-AS1 LINC01641 TMEM147-AS1 MICAL3 LINC00616 TUG1 AC011921.1 IQCH-AS1 SCRT1 LINC02564 C17orf113 CIRBP-AS1 ARMCX5-GPRASP2 ADCYAP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ADCYAP1_TARGET_GENES TMEFF2 NKD2 GLYCTK EHBP1L1 HMGA2-AS1 LCN8 HSD52 RN7SL241P DIP2A WDR82 LINC01547 ATF6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ATF6_TARGET_GENES CFTR ANKIB1 KRIT1 RAD52 MAD1L1 HOXA11 GGCT CDKL3 CCDC124 MED24 BAZ1B STARD3NL NME1-NME2 MKS1 ABHD5 PTBP1 ANLN CALCOCO1 PSMC4 CLK1 COX15 GLT8D1 NCDN NR1H3 SEC63 NUP160 ALG1 ABCF2 CHPF2 TBC1D23 CUL3 MTREX SPDL1 PSMA4 CAPG CUL7 HSPA5 KITLG RAD51 RRP12 USE1 ARID4B PPP1R12A CTDP1 YBX3 WNK1 TNK2 POLD1 TAF2 SUGP2 DGKA TBC1D22B MYO9A DHX29 RHOA LAPTM4A CDC42 RPL31 SREBF1 FBXW11 XRCC1 CLASP1 DPP8 GTSE1 WDR62 REXO2 LRCH4 ZCWPW1 SENP1 RAB21 PSEN1 ERC1 XPO1 GRHL2 SLC27A5 ZNF446 FAM234B TXLNA AGBL5 SCAMP1 SEH1L IGSF9 MTMR2 HSD17B14 KIZ ANAPC5 FUS PDCD7 MCOLN1 SEL1L3 MYL6 CDC23 AAAS SH2D3C ACOT7 TMED1 TSPAN15 CATSPERG TECR MTAP PPIL2 TOMM22 POLDIP3 TNRC6B RBM23 PRMT5 SRSF5 PAPLN RPS6KA5 ACIN1 CCNB1IP1 ARHGAP5 TM9SF1 UQCC1 CDK5RAP1 CYB5B ESRP2 CMC2 TRIP4 EHD4 TMEM87A BMF BLOC1S6 POP1 ESRP1 DHDH SARS2 PLEKHJ1 SF3A2 IL4I1 TIMM44 GPI DMAC2 RPS19 SYNGR4 DNAJC2 ITGB8 CBLL1 CAV1 SSBP1 PLEKHA8 PTCD1 FBXO24 PLOD3 ZNHIT1 MEST AGR2 AHR TMEM248 POLD2 SEC23IP PITRM1 SHOC2 NUFIP2 RNF43 MTMR4 TRIM37 ABCC3 EFTUD2 STIM2 LPXN EHD1 PRPF40B ASIC1 MLEC MVK CSRNP2 LTA4H CREBL2 CDKN1B NAA25 LTBR GTF2H3 EIF2B1 DDX55 RAB5B TIMELESS NOP2 COPS7A ING4 COX6A1 NCOA7 MRPL18 BYSL BICRAL MRPL2 VEGFA HARS2 BRD8 KIF20A APBB3 IK HMGCR CERT1 FAF2 BTNL8 POLR3G NUP155 PPWD1 STC2 TFG IQCG ABCC5 ACTR3 REEP6 PCSK4 RPS15 EHBP1 ORC2 COX7A2L C2orf42 TIA1 CEP104 WARS2 HMGCL APH1A TMED5 RSRP1 NSL1 STX12 ESYT2 KPTN CFAP94 ANKRD13C GLE1 C19orf25 ZBTB45 ACYP1 KCNIP2 PANK3 ACAT2 TCP1 ETF1 PAIP2 APAF1 SLC35B1 KHDRBS1 POLK COPA RPL5 CCDC18 FAM126A SMU1 P4HA1 RNF11 WDR83 TSFM B9D2 COQ8B ARFGEF2 MTRR FASTKD3 NAGK USP22 OARD1 RPS10 H2BC11 MED20 NUP153 BMP4 MBOAT7 CHCHD5 POLR1B TNFSF9 SNRPB ERGIC3 ROMO1 XRCC3 BCL2L12 IRF3 WNK4 AHDC1 ZNF384 TRMT5 COX7C TSPAN8 ADGRE2 AKAP9 MTERF1 ATP6V1F CALU NDUFA5 HOXD3 TTBK2 INO80 IVD KNSTRN CLN6 MBD4 SUMF2 AJUBA TOMM40 ZNF557 ADRM1 UBE2M EIF3G PPIL4 RBM39 ZNF341 HACL1 MGAT1 NDUFA2 DNAJB1 IMMT KDM6B RIDA VPS13B DCAF8 MMACHC NASP USPL1 WDR74 IPO8 DGLUCY THUMPD3 PRPF38B TRIM45 FKBP11 ARF3 LDHA CDC73 TIMM17A RPS15A DDB2 ACP2 HOOK1 ERCC5 STT3A TBX3 SYNCRIP NAT10 GDF11 CDK4 TROAP TSPAN31 TFCP2 ZC3H10 HNRNPA1 PRADC1 USP15 MDM2 CEP350 VILL TBC1D4 COG3 IGF2BP3 TBRG4 DDX56 MYC GRHPR KLC4 TJAP1 NUMA1 RAB30 NARS2 CTDSPL2 NDUFAF1 KNL1 ITPKA PLCB2 ZNF280D RSL24D1 CENPO KIF11 WDR12 SEC31A NUP54 G3BP2 KIF21A ZCRB1 SCAF11 TMEM19 SLC15A4 TARBP2 KANSL2 MYG1 ESYT1 TMBIM6 SLC38A6 WDR20 TCF12 SERF2 BNIP2 GTF2A2 TLE3 ETFA MAN2C1 LINS1 SCAMP2 ABHD2 ZNF710 SEC11A LRRC46 SS18 MBD1 TMEM91 NOSIP KIAA0319L PLK4 PSMA5 TMCO1 RRNAD1 MRPL24 ISG20L2 TOR1AIP1 TARS2 ENSA TPM3 EFNA3 CALM2 NBEAL1 TAMM41 RAB5A NR1I2 RPS3A RPL37 PPIP5K2 ARHGAP26 RNF145 G3BP1 MEPCE TMEM209 NCAPG2 LUC7L2 MRPS28 RSU1 DNAJB12 TUT1 HSD17B12 TMEM138 CHEK1 MPZL2 TBX6 TAOK2 FSIP1 UBC CACNA2D4 UEVLD SRFBP1 EPS8 PIGF AMN1 ARL14EP C18orf25 SH2D6 POC5 GGPS1 CETN3 SMARCA5 AHCTF1 NR4A2 INO80C ING1 TOMM70 RABGEF1 AZIN1 GTF3C6 OXA1L PIK3AP1 PDIA4 SLC26A2 ADK NPTN MALSU1 FCHO2 STEAP2 FCSK DGKI WIPI2 CUL4B ZFAND2B DEDD MRPL10 CSRP1 GPBP1L1 TMEM69 ZYX BSDC1 KALRN ZDHHC12 CHTOP CRTC2 LMNA CPSF4 PSMC2 THAP8 PLXDC1 TMEM143 PAQR4 CYB561A3 CZIB NCSTN SUCLG1 EFHB SNHG16 SNIP1 IFT122 MFSD8 ABHD18 CMBL ARSK DCBLD1 DAGLB RPS14 MIOS CDK5 WASHC5 PIGO VDAC2 BORCS5 ZNF219 SPRED1 AMN IKBIP ZFYVE19 POLL DPCD CCT2 STXBP4 USP54 RAG1 SERPINB8 TRIM66 RPL27A CENPN C16orf46 ZNF3 A2ML1 TK2 HSP90B1 PCLAF MARS1 MBD6 CCDC103 DUS2 ZNF180 PPP2R3B ZNF668 KLHL26 DHRS13 NFKBID ZNF146 HDGFL2 GLOD4 GHDC E4F1 SLC3A2 PAFAH1B2 SETD5 FOXI1 IRF2 HEXIM2 TMEM223 TMUB2 DNAJC21 STX18 GFM1 CSNK1G1 ATF5 CA5B MRPL1 SNUPN PCBP1 DFFB DCXR NLGN1 UGP2 PDCD6IP GABARAP PYM1 SMAGP RNF34 KIAA0232 RPS9 TSEN34 GSTA4 NDUFA3 OSCAR NAIF1 SCAND1 ASXL1 TBCA PLEKHG5 MRM3 TLN2 PPIH EIF2AK3 CYCS DPAGT1 BPGM POP7 C2CD2L TMEM217 HECTD4 TRMT112 ZNF622 RBM4 LEMD3 RGMB ZBTB4 SNAPC5 DENND4A MSL2 RSRC1 TRAF6 DDIT3 SART1 LINC00476 NR2F1 PLEKHF2 MBLAC2 SLC35A4 RTTN TYMS EFCAB5 MAN1B1 HNRNPA0 ASB8 WDR6 FAM220A GPR35 EXD1 FUCA1 GATA2 DNAJB8 PCBP1-AS1 ZNF48 LRRC57 GPR137C SLC25A42 NPM1 POLR2A RELL1 MRPS11 SNRPE TDRKH ERCC6L2 RPS17 RPL35A LYSMD4 DAZAP2 ASB7 CBX6 TOB2 VPS33B CCSER1 NUTM1 SEPTIN5 SERINC4 PTRHD1 AP3M1 CIB1 RPS27L PURA INPP5J ZBTB37 P4HB MORF4L1 PLCD1 CMC1 MT1X CHP1 PTMA THSD4 FAM122A AC091057.1 SRSF10 NBR1 LITAF PNRC2 S100A14 HMGB1 BLOC1S2 KIAA0895L SRGAP3 ZNF565 MYL6B ZFP62 H2AC11 ZNF398 PCBP2 C6orf141 BLM LRP10 MRPL21 IPP HHLA3 MCMBP H4-16 LEKR1 SNHG12 ZNF335 ZNF770 SZT2 SDAD1 TPM2 LRBA TAFA2 TTC37 ECI2 TEX45 ZNF358 TYW1 MAP3K3 VTRNA1-1 TDRKH-AS1 SYS1 CXorf65 DAXX BRD2 PRRT1 STK19 DXO SDHD NEU1 ABCF1 PRR3 GNL1 TRIM39 PPP1R11 ZNRD1ASP TCTN1 IGFL2 C12orf73 PRR13 ETFRF1 LOH12CR2 PLPP6 RNPS1 LNP1 THUMPD3-AS1 MIR200C SACM1L ZNF580 NUP62 SUPT4H1 ARHGAP19 AP1G2 GANC MYCBP SH3D21 TTC41P FIS1 BBIP1 FAM187A LINC01588 MSMP CROCCP2 PPT2 RNU2-2P AL441992.1 LAPTM4A-DT POT1-AS1 NRSN2-AS1 LINC00431 STEAP2-AS1 LINC01004 WEE2-AS1 LIMD1-AS1 MORF4L2-AS1 WARS2-AS1 PCAT7 SNHG15 UFL1-AS1 RPS28 EIF2AK3-DT TPRG1-AS1 FAM133B GAS5 PRMT5-AS1 KIFC1 RNU7-27P RN7SL442P LLPH-DT NME1 WBP1 STIM2-AS1 RN7SL521P HOXA11-AS HYPK FLNC-AS1 KCTD7 ACY1 N4BP2L2 LINC02453 A2M-AS1 MALINC1 RAD51-AS1 RAB30-DT PLA2G4E-AS1 RGMB-AS1 CSTF3-DT OIP5-AS1 STX18-AS1 LINC00992 PURPL THAP9-AS1 HOXA10-AS MAILR VPS13B-DT PINX1 SYS1-DBNDD2 AC093510.1 FAM222A-AS1 SNHG1 AGAP2-AS1 DENND5B-AS1 DNAAF4 POLG2 MIR200CHG AL132780.1 AC068888.1 FNTB CNPY2 FNBP1P1 PPT2-EGFL8 AL132780.2 AL160314.2 AC025043.1 CRTC3-AS1 AL606760.3 AC099778.1 C16orf95 AC009065.4 CCPG1 ZNF865 LINC01003 DNAAF4-CCPG1 DCXR-DT MIR3178 MIR4757 ASB16-AS1 NAPA-AS1 MAN1B1-DT ARHGAP19-SLIT1 AC010531.6 TAF15 RPS10-NUDT3 LIX1L AC008972.2 ILRUN-AS1 H2BC8 MIR5088 SNORA16A SNORD25 AATF RNU12 SNORD26 H2AC8 GTSE1-DT AC007906.2 CISD3 H4C2 AL358852.1 CCDC163 RN7SK NFYA RHBDF1 BRCA1 UFL1 SNX1 HDAC9 TNFRSF1A PTPN23 CIC DDX1 EPB41L2 MAGI3 PILRA TXNDC16 PLEKHG2 DLL3 SCFD1 CBX5 HSP90AB1 MFNG EMC9 EEA1 WDR59 MPG MAZ DMXL2 KLHDC4 RABAC1 WDR83OS MAST1 ARMC6 RBM28 ACTR3C BAG1 SLC16A6 NDUFC1 FBXW7 DCPS IL23A PTGES3 KRT18 CHD4 PHC1 SOD2 SF3B6 ERRFI1 ZC2HC1C CRIPT CUTC MXI1 SERP1 RBM19 CENPK TUBA1B MORF4L2 MPHOSPH10 SLC17A3 TBCC ALKBH7 NRSN2 NR1D1 PRDX5 RRAS PRRG2 PRR12 ATP8B3 ACTN4 SLC35D2 H3-3B TESMIN FBH1 CCNH DNAJC14 GLS2 PAN2 CCT7 AOAH SLC22A23 FLOT1 HAUS2 HNRNPD USO1 MMAB SMARCC2 RHOF BBS4 NOL3 RAB40B PRCC TCTA IQGAP2 RASA1 RMND5B TRIM41 PRIM2 INIP SLC25A25 KCTD14 FER TMEM87B PCDH1 EYA3 H2BC5 PTMS MED11 SYVN1 ZNF281 B3GALNT2 SMC6 NAXE SHH SENP8 COX11 LEO1 NYAP1 MYO5B C2CD3 RNF181 SIN3A RAMAC BTD HARS1 CDCA4 TRMT61B ZNF584 HINFP HIGD2B SFN CSTF3 KCMF1 TYMSOS IRX3 AGTRAP AC068473.1 RPP25 TAF7 YOD1 LINC02363 NOP10 TMEM198B GDPGP1 FLJ40288 TRIM52 PTP4A2 EIF4ENIF1 NR2F2 PMEL KLHL32 MST1P2 ZFP91 EPOR MSL1 TMEM120A AP2A1 SYNGAP1 GRK6 CTR9 SCAMP5 INPP5F DCAF12 LINC01562 TATDN3 AGPAT1 EHMT2 ITSN1 CEMP1 MIR141 C19orf38 ZSWIM7 UBE2QL1 CKLF AL390719.1 C6orf226 AC005076.1 AGBL5-AS1 AL391832.2 H2AC3P GATA2-AS1 RNF139-AS1 LINC00461 NEAT1 MALAT1 CKLF-CMTM1 ZFP91-CNTF GAU1 AC104590.1 MRPL46 AC005837.1 C15orf65 MIR3912 MIR3913-1 MIR4638 PRR29-AS1 MIR5188 MIR5580 MIR4512 IRF2-DT KMT2B SNORA44 SNORD1C PRAG1 SNORD27 SNORA9 H4C1 PAGR1 MATR3 SNHG4 TFEB_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TFEB_TARGET_GENES ALS2 SLC25A13 DVL2 SKAP2 HOXA11 PRKAR2B ZNF263 PHTF2 VPS41 CDKL3 RHBDF1 TSR3 MED24 EEF1AKNMT DYRK4 STAB1 BTK CLCN6 ERCC1 CD22 POLA2 NUDCD3 PHLDB1 SAMD4A PLEKHO1 MIPEP PRKCH GRN ARHGAP31 ALG1 ATP6V0A1 NSMAF NSUN2 RAI14 PNKP SLC66A1 CTNS TG WDR37 ATP6V1H CP MAP4 HDAC9 ADAMTS6 LTBP1 HEXB HERPUD1 AKR7A2 USP36 PUM2 TMCC3 CDK14 ZC3H11A SLC2A3 NCKAP1 VMP1 EIF4B ADCK1 HAGH ST3GAL6 CTSA AP3D1 ZNF76 OAT ATXN3 MSANTD3 KLF6 CACNB1 NAV3 MAPK6 AP3M2 ATP2B1 SNX13 CYBRD1 AFF4 NFATC3 STK10 MCM2 PICALM MGLL FOSL2 WDR62 RAB7A TM9SF3 PPP1R12B ACTN2 GPR137B SYNJ2 HOXA9 EDN1 ZCWPW1 PCM1 RUNX1T1 SP140 RAPGEF3 PGM1 RAB21 HSP90AA1 CXCL2 OSTM1 MEF2C STRADB TRAF5 KAT6A OXCT1 RRAGB SSH1 MGST2 NFX1 HSD17B14 TRIP6 FTL BAX RFX2 GP6 KHSRP DOCK9 FKBP1A ERP29 ZBTB25 MAEA ICAM1 GNPTG MCOLN1 EXOC1 OSBPL8 TXNL1 SLC7A8 OSGEP TRPM7 TBX15 MFSD11 NUP188 SH2D3C SORBS1 WAC CREM HIVEP1 EFHC1 SIRT1 ACOT7 NRP1 WASHC2A TIMM13 KLHL22 MED15 BCL2L13 RNF215 MAPK1 MFNG HPS4 SRRD MICALL1 JOSD1 PACSIN2 HMOX1 RBFOX2 MYH9 TNRC6B ST13 EP300 ATP6V1D HIF1A ACIN1 APEX1 TRPC4AP ABHD12 STK4 TRIB3 DHX35 VAPA LPIN2 MYL12A RNMT ANKRD12 TBL1X FMR1 PGK1 GLA ACP5 MRPS31 ACOD1 MAPK3 PHKB SLC38A7 VAC14 CMC2 HCFC1R1 MPG HSDL1 NAGPA CLCN7 FBXO31 CLUAP1 USP31 CORO7-PAM16 STX4 SPG11 VPS18 BLOC1S6 EMC2 SNX16 BNIP3L MAP4K1 HNRNPL RELB FCGRT TBC1D17 IL4I1 ILVBL PLD3 PIAS4 CCDC9 NAPA CARD8 LIG1 DBP TNPO2 MAST1 HPN AVL9 NAMPT HBP1 STEAP1B HOXA5 CPED1 GARS1 SNX8 FBXO24 LSM5 CHCHD3 LIMK1 TBC1D13 KDM4C FUBP3 HPS1 EIF3A MICU1 TNKS2 RPL19 TRIM37 ENO3 ICAM2 NAGLU HDAC5 DUSP3 CRACD LAMTOR3 UBE2D3 INPP4B KLF3 HTATIP2 MTCH2 EHD1 CEP164 ACCS HPS5 GTF2H1 PSMD9 CLEC2B CORO1C PPM1H ELK3 SLC6A12 CDKN1B LTBR GAPDH ACRBP HCFC2 COL12A1 TDP2 ADTRP ACOT13 C6orf62 GMNN CUTA QKI CUL9 DNPH1 COX7A2 ERBIN NNT LMNB1 SUB1 GNPDA1 C9 HMGXB3 ATP6V0E1 ACAP2 GBE1 ATP6V1A PLSCR4 MAPKAPK3 SSR3 EIF4G1 PIKFYVE CENPA ACVR1 NRBP1 CLIP4 EFEMP1 STAT1 CNPPD1 PLEKHB2 RND3 TRAK2 EPHA4 MARK1 CACYBP ARHGEF2 WLS ZBTB17 MRPS15 RRAGC KLHL12 KIF17 ECE1 GALE PRPF3 ATP6V0B PRRC2C UTP25 STMN1 CTSD UBE3D PHF3 FBXO30 TNFAIP3 RAB32 SGK1 MED28 SLC16A7 MFSD1 HS1BP3 UBE2B NEK6 MAPKAP1 DENND1A CNRIP1 IFIT3 SMNDC1 DUSP1 PANK3 MTHFD1L MYCT1 CYSTM1 KIAA1217 SPART-AS1 TGFBI GLT8D2 DUSP4 TRIM25 PDZRN3 TBC1D15 KHDRBS1 CCRL2 BBS9 HOXA7 CLTA CYREN CALD1 PLAU ECD SLC25A16 VPS26A RBM19 DDX54 CDKN2C ITPR2 DDX39A GIPC1 SPATS2 LRP1 TUBA1B SLC36A1 FAM124B GTSF1L ARFGEF2 PPP4R1L NEURL2 PEPD F13A1 SSR1 DMAC2L GZF1 BFSP1 MAX PCID2 KRT36 PRDX5 ZNF384 PCNX4 RHOJ ZBTB1 TRMT5 PZP HNRNPH2 ARMCX1 CANX BEST3 ATF4 HOXD10 WDFY4 ANAPC13 CD68 PHF20L1 ILF3 MTUS1 SEC14L1 PGAP6 SH3BP4 GADD45G USHBP1 GDF15 POMT1 UBE4B ATP6V1E1 CAP1 PPT1 SH3BP5 TBC1D5 CAPN7 SLC6A6 RPL27 DIAPH1 RARA LRRC41 CLUH PNISR TRIM47 PCED1A OSER1 ALOX5AP SPART SRRM1 ATP13A3 SWAP70 AMPD3 CATSPERB EIF2S1 ELP3 THUMPD3 BHLHE40 ARL8B EDEM1 TRPM1 SLC38A2 TMEM241 SPOCD1 ELP2 APC NREP KCP CEP162 SYNCRIP CD63 ITGA7 BLOC1S1 CDK4 CD164 SMYD5 GNS MDM2 STX6 REV1 TSGA10 WASHC4 RCBTB1 SPRY2 RCBTB2 IGF2BP3 SKIL UGGT1 KLF4 TLR4 ATP6V1G1 TEX10 GABBR2 GOLGA1 CCN3 UBAP2 DNAJB5 ZSCAN9 HMGA1 C6orf52 PRCP YAP1 PPP2R1B KIF23 UACA SMAD6 ZNF280D DNAJC13 FAM149B1 ATIC HECW2 IDH1 SLC35A5 SLC49A4 APH1B HERC5 HNRNPD RNF185 PEX5 SCAF11 LRIG3 DUSP6 RITA1 GIT2 BRCA2 SBNO1 VPS33A VPS37B SLC38A6 TCF12 SERF2 COMMD4 HMG20A NCOA2 IGF1R ITGAX NLRC5 KIFC3 ADAMTS18 MAP1LC3B OSGIN1 GALNS UTP4 G6PC3 CLTC C17orf64 TAF4B RMC1 ARHGDIA TMC6 EIF4A3 ZCCHC2 MIEN1 APP SAE1 RERE EFHD2 MGST3 SDHC ABL2 LYPLAL1 TPM3 UBAP2L CREB3L4 C1orf43 SDE2 CNIH3 ASXL2 RALB LIPT1 LNPK KANSL1L SUMF1 RAB5A RETREG2 GADL1 SLC25A38 ATG3 CISD2 SRD5A1 GIN1 PPIP5K2 BOD1 PPP1R18 ARMT1 MEPCE CCNB3 DIAPH2 ATP6V1B2 LACTB2 MTDH PLIN2 AOPEP COMMD3 ZEB1 ANKRD1 HABP2 TUT1 CELF1 LAMTOR1 KAT14 B3GAT3 LSM14B HMGA2 LATS2 LYPD1 GPM6A ABCB9 ITPR1 ENKUR GUF1 CACUL1 EPG5 TADA1 RASGRP3 DAB2 CAST ASAP1 TRAPPC8 TMEM251 CFDP1 CMIP DNAAF1 TBCEL ROBO4 CC2D1B ENAH LY96 FLCN ATP6V1C1 PIP4P2 SLC16A1 LARP1 CNOT8 RMND1 DCK ADAMTS3 NDUFAF6 CFAP161 BACH1 SUPV3L1 NPTN MAPK13 NSMCE2 MFSD14A GALK2 SSBP3 GATAD1 IL34 MYO1E VPS26C DYRK1A SLC35B2 DGKI SPPL3 TNFRSF14 CFAP251 TPRG1L CUL4B TSR2 ZC3H18 PKD1L1 RNF166 RAPGEF6 ATP6V0D1 RGS12 ABR PDXK C19orf47 SHKBP1 RDH13 SIK3 VPS11 UBE2Q1 LMNA LY6K ORAI2 SQSTM1 THAP8 ACOX1 ITGA5 TAMALIN LEMD2 CXCL16 RNASEK-C17orf49 WDR90 SSTR5 AMDHD2 TAF6L SLC25A45 JAK1 RBBP4 NFIA BROX HELQ MRPS18C TGFBR2 IFI16 EFHB EIF5A2 CCNL1 SLMAP U2SURP RCHY1 CPA3 HPS3 LZTFL1 TPRA1 SNIP1 UVSSA PIGX H2AZ1 ARFIP1 TMEM161B SLC25A46 ESM1 ARSK TIGD6 ANKRA2 UTP15 CREBRF RAET1E GALNT10 BRI3 CTSB DLC1 NOS3 SLC25A32 DCAF13 GEM PDP1 WASHC5 ATP7A ARHGAP12 GTF2A1 RPL36AL RPUSD4 TSC1 PIP4P1 MOAP1 IFI27 CUL5 WBP1L C2 TPP1 PPFIBP2 PKD1L2 WEE1 PRKCB ZSCAN21 RIMKLB SEC11C PLEKHA7 MARF1 ANPEP NAB2 STAT6 PATL1 SCG5 SMAD3 MAPRE2 EVA1C MBD6 ISLR2 MIDN GATAD2A TRAPPC2L ANKRD11 AXL UBXN6 SEMA6B TLCD3A WDR81 KLK6 TMC8 MLST8 KCTD5 SLC3A2 IRF2BP2 MGAT2 BMI1 RAB31 STAT3 LDLRAD4 ZNF507 CEP120 MFF HSPBAP1 CD2BP2 CXCL11 SLC33A1 RNASE6 CXCL8 SPNS1 ASPSCR1 LIMS1 HNRNPF OTUD3 SF3B5 SLC16A5 FAXDC2 GABARAP FABP4 SMAD1 NUDT9 AKAP13 USP32 KBTBD2 RPS9 TSNARE1 FEZ2 TMEM126B GAA APLN MRPL36 ZNF318 PPID SLC25A33 BPTF BCL2 NINJ2 JMJD1C FRMD3 ISG20 BSG COPRS GNB2 KLHL6 RAD9A WASHC2C CORO1B KAT5 FAM222B BNC2 TRMT112 MFSD4B ZNF483 TRIB1 VEGFB ZNF622 SULT1B1 UQCRH TOMM20 PHC3 XXYLT1 NRROS CD34 SLC16A13 NR1D2 RIN1 THAP6 CEP135 DENND6A PDE12 CATSPERD SNHG29 DDIT3 DOLK MCTP1 C15orf54 SLC35E3 IP6K1 YES1 SPHK1 ZBTB8OS LRRC37A3 VSIG10 WSB2 DPP7 SMCR8 MTHFR FAM210A RPS6KA3 GATD1 TOP3A NINJ2-AS1 PAWR GBA ACAD9 ZNRF3-AS1 NDUFV2 LCORL WDR6 TUBAL3 ERN1 COX5A EFCAB13 DPY19L3 EIF3K RAD23A LBX2 PLD6 MRGPRX4 MROH1 ZADH2 FAHD1 YOD1 ZNF322 RELL1 SNRPE NOP10 UBA7 C16orf72 CEP63 DAZAP2 CCDC125 UTP11 FAM167B ZNF438 TXNRD2 NUTM1 STING1 SEPTIN9 ZBTB40 FLRT2 FAF1 LRRC37B PRMT3 AHNAK2 P4HB THNSL1 ATP6V0C LAMP1 PTCH1 IRS2 AIDA BCL9L ARAP1 TMEM17 TMEM232 RNF220 NHLRC1 EXD3 TRPV2 MAPK12 LAMTOR4 ZNF669 CENPP CHM C22orf34 FAM83G CLN3 PARVB CALHM6 ZNF292 ZAR1L SH2D5 SIRPB2 SRGAP3 TUBB XPNPEP3 ZNF836 GARS1-DT LONP1 ZNF775 FAM72A TCF4 S100A2 ANXA4 GMFB SIGLEC15 MAFG IGF2R UAP1L1 SLC22A5 SHPK KLKP1 FAM118B INKA2 SPG7 S100A6 NOL8 HIBCH TMEM116 SDAD1 WWP2 UVRAG LRBA MDM4 FAM3D TTC37 GLMP ZNF521 FOXJ3 RUSC2 CIPC RNU1-108P SUGCT-AS1 ADAMTSL4-AS1 LINC00963 MAFB CHIC1 GIGYF2 TMEM273 EHMT2 NEU1 CASP12 MRPS18B PPP1R10 PRR3 GNL1 RACK1 TBC1D8 AKT1S1 NAT8B C12orf73 SNX2 ADGRG1 KU-MEL-3 C5orf51 ZNF316 ANKRD28 METTL6 MIR584 MIR23A SLC48A1 TRAV13-2 TRAJ7 RNU6-1300P SNORA26 KLK9 NUP62 NRAS HEXA ADAT3 SLC35F6 IRF9 GALT REPIN1 TSPAN4 AC009053.1 ZSWIM8 ARHGEF28 ALOX12-AS1 AC141586.1 VPS16 CROCCP2 FNIP1 AL390719.1 SLC25A5P7 RAET1K RNASEK PPP3R1 XKR9 UBA52 RNU6-174P RNU6-402P LINC01615 CCR5AS OSER1-DT LINC02831 HSD52 PLEKHM1 MCRIP1 LINC00431 PRICKLE2-AS3 SGMS1-AS1 CFLAR-AS1 SLC16A1-AS1 PLCG1-AS1 LINC00161 SMIM2-AS1 LINC00310 STK4-AS1 SCAMP4 LINC01132 SDAD1P1 LINC01013 TNKS2-AS1 HECW2-AS1 LINC02851 LINC02643 LINC02525 COL6A4P1 HM13-AS1 LINC02541 LINC-PINT GNG12-AS1 LINC02777 PET117 RGS5-AS1 SNHG7 LINC00884 LINC00702 GPX1 MAGI2-AS3 ID2-AS1 LINC01366 PPP1R3E LURAP1L-AS1 SMIM27 FAM21EP FBXO30-DT LINC00607 MFF-DT Z97634.1 LINC01812 ZNF503-AS2 AL359710.1 AL138828.1 KIFC1 MACORIS FAM21FP LINC00322 FLG-AS1 TNFRSF14-AS1 GET4 RN7SL346P LINC00886 HOXA11-AS CRCP PISD DENND6A-DT RPL10P7 LASTR MRPL20 KLHL6-AS1 AP5Z1 RN7SL635P PRKAR2B-AS1 ZNF512 ERVFRD-1 RPL30P11 MIATNB ALKBH3-AS1 H2AZ1-DT LINC02709 NEAT1 AC083805.1 NNT-AS1 FLJ42969 EAF1-AS1 LINC00964 PDCD6 RDH10-AS1 AC244502.1 ZFPM2-AS1 TMEM108-AS1 LINC02615 MALAT1 RN7SKP190 RN7SKP11 RNU6-1231P MIR3142HG HOXA-AS2 GASAL1 MIR151A XIRP2-AS1 WAC-AS1 COX6CP5 LINC02705 NAV2-IT1 AP006621.3 AC100858.2 UVRAG-DT PRECSIT SBNO1-AS1 LNCOG LINC01619 LINC02404 AC009779.2 AC025031.2 LINC02392 EGILA AL157911.1 LINC00520 LRP1-AS AC027237.3 RBM15B CD2BP2-DT HEXA-AS1 AL023803.1 DISC1FP1 SSTR5-AS1 DLGAP1-AS2 AC005696.1 CORO7 THCAT158 MIR4439 MIR3928 MIR3189 MIR378D2HG OTUD7B RN7SL237P MAFG-DT NDUFV2-AS1 AP002478.1 GAPLINC ILF3-DT AC007773.1 AC005264.1 FDX2 AC009005.1 FMR1-AS1 EGLN2 COMMD3-BMI1 MAP2K4P1 AC009061.2 MIR222HG AL022097.1 AC097359.2 CAHM CYP2C61P AC010240.3 CASC15 AP003392.5 HNRNPD-DT OR5B15P APP-DT SYNRG LINC01730 SEPTIN7P12 ARHGAP23 PICSAR TRBV13 MIR6821 PIGW PCGF2 TRAC MYO19 ELDR FARP2 TACC3 ABCC2 TFB1M CTNNA1 FAM160A2 SEZ6 FAR2 PKM CD5L TNS1 XPO1 LAMB4 NFATC4 ESRP2 SLC7A5 DNAH11 WASL SERPINE1 SUSD1 UBE2R2 CSF3 PFN1 TBC1D9 RAPGEF2 KLHL5 FNBP4 SLC22A18 GCNT2 DROSHA CRBN BBX ID2 EPAS1 PTPA ARAP3 NAA50 GTDC1 NCOA3 PIGT USP9X OPN5 MT2A NR1D1 RHOT1 HIVEP3 ALDH1A2 CLN6 ZC3H4 CLIP1 MORC2 MYO18B C1QTNF6 FAM189A2 PRR5L AHI1 LAMC1 LRRC8A RALGPS1 ARRB1 ETV6 CACNA1A MYOM3 TINAGL1 PLEKHA6 CAMK2D PAM KLHL3 ABRACL DOCK5 CCDC82 DLG2 NOCT SLC2A13 EIF4E ANKRD50 HHEX NMRAL1 C16orf74 ERG PRPSAP1 SRSF2 AKNAD1 BBS5 DUSP7 BAALC ZNF503 GFI1B JAM3 NEMP1 RBPJ STIP1 E2F6 MECP2 ATF5 CAMTA1 FGGY ESRRA PTPRM PSMD1 DNAH12 LONRF3 TUBB6 ZBTB38 APOLD1 CDH5 TSHZ1 CUEDC1 TOP1MT CLDN6 FAAP100 SLC51B MST1P2 SPATA12 INSIG1 BCR NAP1L1 TUBB4B GTF2F2 TCTEX1D4 COL27A1 ZNF239 NHLRC2 CASP4 PDCD1LG2 MAFK SCAMP5 SGMS1 RNY4P14 RNU4-9P LINC02487 RNU6-1105P MIR193A MIR27A AMZ2P1 RPL26P20 KRT8P42 SNORD3J ARIH2OS SLC12A8 BTBD19 RNA5SP44 RN7SKP192 ATP6V0E1P1 C12orf77 LINC01748 LINC00974 LINC02611 DANCR LYPLAL1-DT CHCHD2P6 SNRPGP5 LINC01828 LINC02243 AC091806.1 LINC00649 NPM1P21 SH3TC2-DT RNU6ATAC32P RNA5SP40 IGLV3-24 PTP4A2P2 ZBED6 BANF1P1 LINC02206 MAPK6-DT MIR548AW DND1P1 MIR548AQ SRGAP2 STRADA MIR3934 MIR23AHG AL031666.2 RPAP2P1 HMGB1P50 ATP5MGP8 RNU6-92P SNORD49B MIR7849 FAM169B NR1D1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NR1D1_TARGET_GENES HEATR5B APBA3 FAM13B NSMAF RRM2B ERCC8 TRAF3IP2 INTS13 LRRC40 RRP15 NCBP3 DDX1 ZMPSTE24 HNRNPC TNRC6B TRADD HCFC1R1 EEF2K IQCH IKBKB YJU2 SP4 TBC1D12 SLC11A2 NNT RPS15 SLC25A12 SRSF11 MYCL MYL12B NDUFB3 MBOAT7 NAPB EIF2S2 EMG1 ULBP3 TBC1D5 RFX1 PCNA AP3B1 FAM104A ELP3 CCNH APC USP15 FBXL8 TRA2B PNPT1 ATRAID AMDHD1 KATNB1 C17orf80 TMEM177 TAMM41 PIK3R1 INTS4 SCLT1 C4orf33 GPATCH11 CFDP1 FAM126B VPS26C BTG2 DENND2D CRELD1 UVSSA MELTF NDUFAF2 RICTOR ARHGAP12 CCDC38 NOLC1 ZSCAN21 NKIRAS2 USP39 C2orf68 MRPL1 TSEN34 BANP FAM222B JUP RBM4B DLGAP1-AS1 CMTR2 SLC26A11 IST1 PSMG1 MRPL54 H2AC20 WDR27 H2BC21 C6orf120 CA5BP1 GPATCH8 TMEM232 H2AX WWP2 TAFA2 MTCO3P12 RNU6-502P SNORA73B BRD2 HLA-DMA QTRT1 AMZ2P1 PHB2 HCG14 GBP1P1 ST7-AS2 LINC-PINT LINC01136 ID2-AS1 PSMB9 UBR5-AS1 NNT-AS1 MARCOL AC083973.1 CTSO AL050341.2 LINC01232 ZNF10_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF10_TARGET_GENES LASP1 CIAPIN1 OSBPL7 MGST1 POLA2 MDH1 YAF2 AGPAT4 RFC1 TUBG2 NOP16 LIMA1 SOAT1 GDI2 CS RPL18 GNAI3 EVI5 ROGDI SIRT2 MAST4 LRP6 POLB GBA2 ASNS ACTB KLHL20 SNRPA ARAF HOXA9 SCGN RIF1 JMJD4 WDR70 WDFY1 BAX COQ9 TMEM101 HOOK2 IKZF5 CREM FBXL19 CHKB RASD2 SDR39U1 PSMB5 ACIN1 TM9SF4 RNF125 XIAP UGGT2 SLC25A15 LYRM1 RAB11A HOMER2 SCG3 NFKBIB AKAP8 TBCB CCDC114 ZNF85 SSBP1 EDF1 KAZALD1 PSMD3 MTMR4 RPS6KB1 UTP6 ZNF330 TRIM2 EIF4G2 SLC11A2 MVK PTGES3 RAB5B COPS7A NT5DC3 BTN3A3 C6orf118 PRSS16 APBB3 SUB1 C9 RARS1 CSNK1A1 SLC25A36 REEP6 SOS1 EBNA1BP2 DHDDS ANKRD13C GOT1 KANSL1 WDR55 KIAA1217 CRISPLD1 CEP89 CAT GPSM2 SV2C FYTTD1 MTERF4 SLC25A51 AKR1D1 PLAU BAZ2B SLC36A1 RREB1 GOT2 ZNF133 HNRNPR MAX MCF2L PDCD2L IRF3 PRKCG DLGAP5 TRMT5 SPECC1 DNAJB9 THAP10 LDLR FAM98C ATP8B3 ACTN4 LSP1 PAK4 HIP1R THAP1 FBXW9 TBC1D14 SEC61G REEP2 ZMYM5 USPL1 PEMT CYP2J2 PRPH ZFHX2 EPRS1 CD72 HINT2 RPS6 TJAP1 YAP1 LRRC49 BCAR3 CEP55 KIF20B ASCC1 HECW2 CIR1 PPCDC HNRNPD NUP54 CENPE GABARAPL1 TCHP RHOF SLC38A6 HMG20A PARN ANAPC11 TBCD FHAD1 ITGB3BP PTPRF MTF2 PSMA5 TARS2 GABPB2 SNAP47 PARP1 WDPCP SCRN3 FANCD2 NCEH1 MEGF10 DCDC2 ZMYM4 AGBL3 NCAPG2 OGT SLC25A37 AOPEP ASB6 PTGES ZEB1 MTG1 PAMR1 DGKZ DSN1 TLCD3B TMEM218 ITPR1 TADA1 DAB2 ATP5MC3 OXNAD1 PCGF6 LHFPL4 HTR5A GRHL3 F11R RUNX1 ARHGAP27 ADAMTS13 ZNF714 FLAD1 RUSC1 ZNF385A TNFSF13 GMEB1 TM2D1 GFI1 ACP6 PUS10 PEX13 VPS72 TMEM79 ATXN7 RPP14 OSR2 LETM2 C9orf64 CXorf58 CLDN3 PRPF18 AP1G1 TSC22D4 PHB TBC1D16 CYP2S1 OTUB1 RBPJ STX18 ELSPBP1 CCDC8 METTL15 STAT2 RNF139 ZNF160 KYAT1 ZNF672 TVP23B ISG20 ZNF131 OXSR1 TRIB1 ARV1 NABP1 ATP5MD NDUFA11 MRPL48 JAKMIP2 CHMP6 RABEP2 GBA CASC2 ACAD9 THAP5 ANXA2R FLII RIC8A STAP2 ZNF543 CPNE7 WSCD1 MAP3K15 CAPS2 LSMEM1 C4orf50 CFAP65 ATG9B CCDC159 TMPRSS2 SEPTIN9 TMEM186 BRWD1 POLR3C CIDECP1 LINC01551 KANK3 MT1X TCEA1 DCUN1D3 NHLRC3 ZNF292 TDRD7 ERI2 FLNA ZNF429 ZNF655 HHLA3 RPS26 ZKSCAN8 CALM1 PNP MIR367 EFCAB2 EFCAB7 VARS1 GPANK1 MICA GNL1 CRYZL1 SELENOH LINC01089 DYNLT2B HEXA RAET1K LINC01881 FAM200A LINC01778 DHRS4L1 FKBP14-AS1 WEE2-AS1 LINC02041 LINC01690 COL6A4P1 CCDC192 LINC01063 MCTS1 SNHG7 GTF2IP4 LINC01010 ZNF737 ABCA17P RNF103 MYLK-AS1 CDKN2B-AS1 LINC02614 CCDC169 CFAP57 ETV5 ALKBH3-AS1 LINC02453 SEPTIN7P14 P4HA3-AS1 STX18-AS1 RNF103-CHMP3 MCPH1-AS1 PRELID3BP5 RNU7-179P HTD2 UVRAG-DT ITFG2-AS1 LINC02366 SYNJ2BP-COX16 EFL1P1 HEXA-AS1 AC092338.2 FBXL19-AS1 AP003071.2 LINC01569 AC009121.3 AC067852.2 ZNF285 LINC01607 MIR6853 SYNRG AC243829.4 LINC00235 RDM1 ZNF229 H2AC4 GTF2IP12 SLC7A2 ARHGAP33 IFRD1 BAIAP3 PIGQ MPND PHF7 LYPLA2 NUB1 ZFP64 RNF10 PHF20 TBPL1 PIAS1 RNF19A METTL1 ZFYVE16 PHLPP2 TNC H6PD SEC61A1 DNAJC25 SPHK2 SLC12A2 ABCA7 SNAP91 ELOVL1 PYGM OSBPL3 SREBF1 SMC1A PDE8A FERMT2 GLI2 WDR62 BCAP29 GPR137B MCCC1 PPP2R5C TNRC6C CDC14A KIF22 C5orf22 RNF13 PILRA SULT2B1 PXN LTBP4 PITPNM2 OSBPL8 COL9A3 RFFL ARVCF GGT1 HIF1A SLCO4A1 CAB39L DNAJC3 CORO1A NUP93 WDR59 SEC14L5 ZNF500 UBE2I EEF2K CAPN15 IGDCC4 PDGFRL FZD3 SPAG1 MAP4K1 MED26 SYDE1 POP4 DYRK1B ELL TSPAN12 RPA3 CHCHD3 KCNT1 RAB11FIP2 CDH23 MICU1 TASOR2 NUFIP2 TUBD1 GOSR2 ENO3 PFN1 SLC16A6 SLC9A3R1 FOXN1 CCKBR PITPNM1 COQ5 ITFG2 SH2B3 OAS2 CMAS RWDD1 PFDN1 DROSHA ARRDC3 TTC33 ERGIC1 CPEB4 TUSC2 PCSK4 CHD5 MAD2L2 MFN2 TTF2 NID1 RLF PADI2 CNN3 RCAN3 ARID1A DCLRE1B NUP43 PROSER1 ZFP30 SPOP ZMYM2 PIK3CA RPL5 MRM2 NR4A1 EEF1AKMT3 FAM199X ATXN1 SLC25A23 BFSP1 DSTN BCL2L12 HIVEP3 MACF1 KDM4B NDUFA5 ALDH1A2 VPS13C DCTD GTPBP3 GFAP F12 CAPN7 RPL27 FAAP24 CCT6B PDE6B MACROD1 PDZD2 ADCK2 KRBA1 PPHLN1 GOLM1 ISCA1 TBX3 PNPLA8 CGA ATP5MC2 REPS1 KCNK1 IL6 NMT1 LRRC8A GARNL3 TRMO TLN1 VARS2 MAP2K5 PARP6 UACA ARHGAP24 SEPTIN11 SEC24B MMAB SLC46A3 TARBP2 SMARCC2 MAP3K12 LMBR1L PMM2 CDR2 PRPSAP2 FOXK2 CEP131 CACNA1A LMO4 HMCN1 ENSA EFNA3 ILF2 TTC13 ITGA9 RUBCN MARCHF6 OTULINL IGFBP3 MEPCE TAF1 EBP ADHFE1 CDKN2A ZCCHC7 POLE3 COMMD3 DNAJB12 ITPRIP PDCD11 ALDOA PIP4K2A ANKRD50 DST RABGAP1L CFDP1 CEBPG ABCA5 CCSAP DPH3 PIEZO2 AGPAT5 ZKSCAN2 SCAF4 EEF1A1 ZNF689 NTAN1 DYRK1A DZIP1L RIBC1 RNF166 B4GALT3 EPB41 RCAN1 TEPP EFCAB14 ZNF362 RALGDS ST6GALNAC6 UBE2Q1 ORAI2 SQSTM1 MAML1 FBXO27 NTN3 CLPB CZIB B3GALNT2 WDR26 ERCC3 PMVK BAP1 MST1R ANKRA2 UTP15 CFL2 DACT1 OXGR1 C1QL3 TRIM44 MCM7 RIMKLB NDEL1 HTR3A TMEM170A STAT6 ENDOG ZNF668 DHRS13 KMT2D TUBA1C GPD1 UBXN6 ATP5PD ABCA3 SRRM2 LTBP3 THAP11 RAMAC HNRNPF TTLL6 MCC DLK2 CXXC5 ENC1 ZNF540 ZNF217 ABCG4 EFEMP2 EFCAB12 GOLGB1 PPP1R3B RNASE11 PEAK1 JUP PLK3 PHC3 BBS1 DENND4A RPL15 PDE12 SPSB4 RMI2 UBE2O SLC35A4 CCDC57 ANAPC2 LPCAT4 GTPBP6 PLD6 MCFD2 SKIDA1 KCTD2 H2AW CREB3L2 SPNS2 ARHGEF37 ZNF438 ALYREF CHEK2 ZFP1 CLDN6 APOO SEMA4B C5orf47 PURA TLCD2 PMEL GSAP IFT140 ISG15 VMAC GPR89B HES4 CIBAR1 C19orf54 FBLL1 LIN54 HMGB1 ACADSB EVL SLC30A10 SCN8A METTL9 ARRDC1 LRP10 CDC42SE1 ZNF460 GRK6 HOXC4 UVRAG TLK1 LDB1 SCAMP5 BRINP2 CCDC167 DMD SMG5 MIR302D RNY1 RNA5SP433 RNU4-16P GDI1 LRRC37A5P CSNK2B PRR3 TCTN1 IGFL4 LRRC10B PDE7A CHKB-DT ITSN1 C1RL-AS1 HACD2 SNORD21 SNORA10 SNORA14B MIR194-1 MIR760 IGLV6-57 SYNJ2BP TREX1 CLIC1 GTF2H4 MBLAC1 DDX12P RNU4ATAC16P LINC00205 RUSC1-AS1 RASA4CP LINC01803 MAST4-AS1 ATXN1-AS1 LINC01972 DST-AS1 MYO3B-AS1 GNG12-AS1 SDCBPP3 TMEM97P1 SEC61G-DT ZSCAN31 LINC00957 CNN3-DT TM4SF19-AS1 AL445231.1 ALKBH6 CASTOR3 KCTD7 PPIEL DNAJC25-GNG10 UBE2V1 RNF139-AS1 H2AZ1-DT LINC01184 AC116535.1 LINC00535 PLA2G4E-AS1 DNAJC3-DT LINC01033 CCDC169-SOHLH2 RN7SKP276 AC083973.1 LRRC24 CHKB-CPT1B BRWD1-AS2 FAM133GP ZNF486 AC073569.2 MC1R AL606760.3 LINC01238 AC106779.1 AC012645.3 AC005670.1 MTND4LP24 MTND4P34 ZNF213-AS1 MTND3P13 SEPTIN9-DT RNF115 MIR4488 DSG1-AS1 AC008649.1 AC002116.2 ZNF460-AS1 RPARP-AS1 NBPF19 RNU6-92P RNU11 NUDT18 DUSP14 RNU1-6P CEBPB-AS1 MIR7850 NME2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NME2_TARGET_GENES GABRA1 KCNAB2 SNX16 AMPD3 SOX5 GPHA2 TRHR GAL3ST4 RD3 COLGALT2 COLQ BASP1-AS1 SNORD13D PTGES3L COL11A1 AMPH NOX4 KIF9 JPH4 SEMA6A SLC25A15 APLP1 IQCE AMOTL2 OPN4 FAM126A NRSN2 TTC9 USP30 RCBTB2 BLK MYC KIAA0319 DUOX1 C4orf17 SLC24A4 CTSK SELENBP1 NT5DC4 TRPM8 MMP16 NRG2 ACSF2 EMB OTP NDNF BASP1 TMEM95 PRKG1 LUZP2 OTOG ADAT2 DENND4B RNA5S6 SPATA42 ST8SIA6-AS1 ADGRG1 LINC00887 NPEPL1 NRSN2-AS1 LINC00310 LINC02645 LINC02000 AL357153.1 MEF2C-AS1 TRBV7-7 HSPA8P14 CUX1 PGM5P2 GOLGA6L22 H1_6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/H1_6_TARGET_GENES ZNF263 MARK4 CEACAM21 MAP4K5 CAPN1 CCDC88C B4GALT7 PEX3 USE1 CROCC RRP15 PTPN21 KCNQ2 PCM1 AURKA ZNF302 SLC9A1 CATSPERG VCPKMT TM9SF1 DNTTIP1 MT4 VRK3 RPS16 CYTH2 LIG1 BCAT2 RPL18A PTPMT1 FOXM1 SMIM8 GMDS HSPA9 ARMC8 QPCT LAMTOR2 MRPS15 RAB29 SLC2A1 IPO13 NEK2 NSL1 STX16 PCK1 ZNF576 RBM42 AFDN ZBTB46 OSBPL2 IGHMBP2 LPIN3 URB2 WASHC4 CDK9 PHLDA1 DCAF5 SRP14 MINK1 DMRTC2 GEMIN7 KLK3 NOSIP CCN1 PPOX ANP32E EIF2D NVL COPS7B KLHL8 REXO4 PDSS1 ARFGAP2 RPS3 CNBD2 CCDC175 FLCN GTF3C6 PDE6D SLC13A3 C19orf47 SHKBP1 SPTBN4 PAQR6 ATF3 RBM15 COQ8A KIAA0895 FABP5 ALDH7A1 CXorf58 TRUB1 PSMC3 CEP57 TCP11L2 ALKBH3 BLCAP CYP2S1 ZNF146 KLK6 STX18 SLC50A1 FOS ZNF415 ASXL1 UCP2 PAAF1 LRRC37A3 CASKIN2 NDUFV2 ALOX12B COA4 CNTN2 WDR27 TEDC1 TMEM222 H1-9P ADAT2 HMGB1 SLC30A10 ANXA4 GMFB MRPL21 ZNF813 RNVU1-3 TATDN3 ZNF783 NUP62 CPNE1 STARD10 THAP12P8 SRRM5 ACBD6 CEACAMP2 HOXB-AS3 HAND2-AS1 PRKCIP1 STX18-AS1 GMDS-DT IMPDH1P11 ZNF234 MIR4530 AC243964.3 LINC01838 MAGIX COX5AP1 LYPD4 TMEM269 DPM1 CCDC124 PIGQ JARID2 SS18L2 MPND ZNF200 PPP5C RTEL1-TNFRSF6B KCNG1 PRKCH SH2D2A AP2S1 NNAT TAB2 PITHD1 PARP12 SNRNP40 GPBP1 CA11 ZC3H15 CDK13 EML1 ATG2B SIRT2 RGS11 NT5C2 MBNL3 ARHGEF1 FAM76B TULP3 PPP2R5C CEACAM1 CIC LIPE EPB41L2 KEAP1 SMARCD3 WDR47 IGSF9 TTC39A USP40 ACHE DNMT3B SMOX XRN2 MAPKAPK5 DHX32 CCNK NUDC PABPC4 CRYBB2P1 RHBDD3 PHF5A DDHD1 GSTZ1 SRSF5 PCIF1 VSX1 CSTF1 PRELID3B HRH3 SYTL4 SLC7A6 UBE2I ECH1 NFKBIB SNRNP70 TRMT1 TBC1D17 IL4I1 AKT2 OVOL3 SLC1A5 APLP1 DMAC2 NAPA RABAC1 TMEM147 LFNG IQCE ACTR3C KDM4C RAPGEF1 CPEB3 GIT1 COL1A1 SGCA PMP22 UNC119 CD81 SOD2 PHACTR1 TXNDC15 EHHADH ZBTB47 OTOF TMEM9 LGALS8 RPF1 PRRC2C PROX1 MTARC2 PHF19 ZBTB45 NEK9 ABCD4 DLST EIF2B2 SEC16B CHRNA2 ADCY7 ZSCAN18 MORF4L2 WFDC3 MOCS3 ATXN1 EEF1E1 KIF25 PPP1R12C DYNLRB1 FFAR1 PRRG2 PRR12 CRYGN LRRC61 HP1BP3 CDHR3 SLC44A2 NECTIN2 MAP3K10 EPS8L1 GSE1 SH3BP5 NAPSA TUBG1 CHD1L EPSTI1 KMT5C VRTN PLEKHA8P1 TMEM165 TAF5L PIGC TRA2B LRRC8A TFAP2A FLOT1 SYTL2 TMPRSS4 DUSP6 SNRPF VPS33A ZNF473 FAM71E1 ZNF614 ATP1B1 TIPRL LHX9 TUFT1 SELENBP1 C1orf56 TP53BP2 INTS3 ACTA1 FBXO28 ITPKB TBCK PPP1R18 GNA12 ATXN7L1 NOM1 GCNA POLE3 CELF1 HNRNPU FRMD1 SLFN13 LARP1 EEF1A1 FBRS C9orf43 ESYT3 KCNB1 NIT1 LYPD5 RDH13 ZBTB7B VPS11 NPHS1 SIGLEC11 EMC10 RPL26 ITIH3 FCRLB ICA1L AIMP1 ARFIP1 FOXQ1 TBXT HNRNPK AKR1E2 UCMA PPP1R36 TTC7B ADAMTS15 AVPR1A IRGQ ZNF180 CA4 RPL13 ZNF701 NFKBID ZNF283 GPT C19orf48 MGAT5B PAFAH1B2 ZCCHC4 GNG4 ADAL AFAP1L2 ATF5 INO80E ITGAM KYAT1 SCAND1 ZNF524 RASGRP4 NHLH1 RHNO1 ZNF570 NEGR1 PRSS27 HSPA6 RNF213 PLK3 ZHX3 SNHG11 PACS1 B3GNTL1 AURKAIP1 DPY19L3 ZNF552 RMI1 SELENOW CALR PACS2 ZBTB18 FIZ1 SOCS4 SSR4 ZSCAN22 ACBD3 ALG12 EWSR1 TFDP3 SETD3 LIN9 PLA2G6 C6orf120 NRBP2 LAMP1 RGS9BP HEXIM1 MAPT TMPRSS6 PEAR1 PLSCR1 ZNF573 SUPT5H ZNF565 AMZ2 STMN3 PHF2 ZNF780A ZNF181 INKA2 SPG7 MPZL1 LEKR1 RPS4X ZNF649 NTRK1 WDHD1 CALM1 ANKRD13B ECI2 SYCP1 NOS1AP SNORD68 RNA5S6 RNA5SP472 RNVU1-21 COX20 DDR1 LINC01531 SNORD15A RNVU1-17 MIR521-2 RNU6-696P PABPN1P1 C1orf220 CRIP1 TPM3P2 RBM38-AS1 NBPF1 MIR1302-3 ADM5 RASAL2-AS1 LINC02776 LINC01529 FAM133FP TMEM185B ENTPD1-AS1 ZNF451-AS1 CSE1L-AS1 SCAMP4 SLC2A1-AS1 HIGD1AP11 INKA2-AS1 SELENOOLP FEZF1-AS1 PROX1-AS1 GAPDHP64 MORF4L2-AS1 PDE4DIPP6 IPO9-AS1 CNOT7P2 LINC01271 MROH3P MAPKAPK5-AS1 ECI2-DT SAPCD1-AS1 HGC6.3 ELFN1-AS1 TMEM147-AS1 ELOA-AS1 NDUFA6-DT RGL2 WAKMAR2 C1orf226 PSG4 LINC02447 SRP14-AS1 SRD5A3-AS1 ZNF564 RNVU1-23 HOXA10 AP003068.2 STX16-NPEPL1 LSM14A AC090001.1 RTEL1 DIO3OS AL356020.1 AL133153.2 TMEM179 AC092338.2 LINC01686 CORO7 MIR4314 MIR5588 MIR4291 AC067968.2 TYMSP2 LETM1P2 A1BG-AS1 EGLN2 LINC00904 AL136162.1 AP003392.5 PPP4R3B-DT PPP4R3B MIR6504 RNA5SP528 FRG1HP RNVU1-2A MIR6769B MIR5087 MYF6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MYF6_TARGET_GENES CHRNA4 HIBADH ISLR AJUBA ELP3 LRRC27 FLAD1 SP2 WSB2 PLA2G6 PCGF3 RNA5SP378 FANCG ZNF718 CCDC187 LINC02564 AC018521.5 PAX7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX7_TARGET_GENES RAD52 KDM1A CIAPIN1 SPPL2B ZNF195 AP2B1 DNAH9 GAS7 ADAM22 CYB561 MGST1 REV3L FAM76A FUZ DCN CALCOCO1 EHD3 ACP3 MDH1 MATR3 WWTR1 SNAI2 PRKCH NSMAF RFC1 ADAM28 LCP2 RRM2B CELF2 NEDD4L JKAMP LIMA1 FAM160A2 TRAPPC3 PUM2 ITIH4 GATB SPAG4 LIMCH1 CTSA SBNO2 WDR18 CYB5R4 MTFR1 EVI5 PKM RASSF1 ATP11A CFAP20 EIF2B3 BUD23 SEL1L TCF3 P4HA2 MOV10L1 SMARCE1 FRY CLASP1 SLC12A1 ARHGEF10L MARK3 SLC25A3 FNDC3B ARHGAP15 ANKRD13A CTTNBP2 TM9SF3 IL4R FAP NEBL DNM2 RIMS1 SMARCA2 CHRNA3 ME2 EPB41L3 LINC01587 SEPHS1 HSD17B2 PIGS ADD1 GP6 PTPN4 DDX18 PPP1R13B ANAPC5 SIRT4 RCOR1 ICAM1 STRN4 OSBPL8 NLRP1 G2E3 SEMA6A SNAP23 ECHDC1 LRRFIP2 CRAT CWF19L1 EFHC1 PRTFDC1 SETD1A P2RX6 HPS4 DEPDC5 POLDIP3 PHF5A ACO2 NIN RPS6KA5 DHRS2 CPNE6 ADNP CDK5RAP1 BPI CDH20 RNMT RBBP8 CAB39L INTS6 NUP93 CENPT WDR59 UBE2I GSPT1 HMOX2 AQP9 RAB11A ZNF106 TJP1 DMXL2 LAPTM4B NIPAL2 NDRG1 GFUS INTS10 SLC39A14 DCTN6 ERICH1 ARHGEF10 KCTD9 TRMT1 TLE6 CLC MEIS3 GRWD1 RAB3D TMEM205 PPP2R1A SIPA1L3 CDK6 DNAJB6 TAX1BP1 CHN2 SNX8 PRKAG2 EIF4H PRUNE2 TLE4 ELAVL2 SETX ZFAND5 CUEDC2 CUL2 LGI1 CASC3 TUBD1 SMARCD2 DDX5 LGALS3BP NMU FBXW7 DDX25 PUS3 CORO1C SH2B3 ACAD10 GNPTAB NT5DC3 C2CD5 GCNT2 SPARC RNF130 BTNL8 NR3C1 BBX NDUFS7 SPTBN1 ST3GAL5 FHL2 SRSF7 RND3 DNAJC16 CACYBP SMG7 MRPS15 RBBP5 DHDDS ARID1A KMT2A RPN2 RAB3GAP2 C1orf198 PTPA BSPRY KDSR ATAD2B KCNIP2 HOXB3 TTLL2 ZFP30 TNFRSF10B AKAP1 SPOP TMIGD3 RPL5 EGR2 TUBA1B TTC21B ATP8A1 XPO5 PTGER2 GRK4 GGA3 CHCHD5 DYNLRB1 KDM5C L3HYPDH EVI2A KDM4B METTL25 DTD2 TTI2 RPL36 ASS1 TMEM160 CLIP1 ZNF331 NR1H2 RPL27 HSD17B7 PTPRE TBC1D14 UTP3 WBP2 VPS4A FCRL2 CTNNBL1 PATJ SRRM1 CCDC59 COX16 CTIF SORT1 KCTD1 PUM1 KIAA0513 MRPL44 ITM2C ARMC9 REV1 TBC1D4 HUS1 VEZF1 SCN2A EPRS1 IL1RN TFAP2A VARS2 FCHSD2 MMP27 SLC37A4 ADAM10 STRA6 CH25H USP8 SECISBP2L NDST4 CCNG2 GSTCD INTS12 MAPK8IP3 KIF21A TMBIM6 WARS1 TCF12 HMG20A LINS1 CDH13 ADAD2 COPS3 TBCD FOXK2 MAPK4 DPP9 ADAMTS10 MTF2 POU2F1 PIGM TARS2 ENSA TPM3 KCNN3 CNIH4 GALM WDPCP MEIS1 UBR3 MARCHF4 POMGNT2 LPP EIF2B5 SKP2 GIN1 PPIP5K2 NHP2 GFOD1 FAM193B SCML4 PNLDC1 EGFR ATP6V1B2 HMBOX1 ZCCHC7 AOPEP MRRF GLUD1 TUT1 C11orf49 HTR3B SLX4IP PDCD4 UBC NEK7 ZNF827 NR3C2 INPP1 CENPU BICD1 GEMIN6 SPEF2 RANBP2 CYRIB NMRAL1 CNKSR3 SLC5A10 UCHL1 MIA3 TNIK ENAH ADAMTS5 ODF1 RASA2 PSD3 HK1 CACNA1D MYO1E DGKI SLC37A3 MRPL17 CPA5 PLA2G4D CARMIL2 TRAPPC10 FLAD1 ADAR TUBA3FP CLPB TAF6L FGF19 USP24 NFIA CAPN2 H3-3A CDC42EP3 LINC01116 TMEM79 CWC22 SGO2 CLASP2 CCNL1 RPP14 RBM47 U2SURP SLC4A1AP GASK1B MOCS2 SPINK1 ANKRA2 UTP15 SUN3 CSMD3 FASTK BAALC PDP1 SUGT1 ZCCHC24 CRYL1 LIPC ARIH1 PLD4 TMED3 NDEL1 GOLM2 NNMT CDK12 ATP5MG SMG8 C19orf48 ULK4 MFF DHRSX ASMTL FAM110B CA5B NMD3 B3GALNT1 HSPB3 MRPL1 SDC2 ZEB2 NLGN1 CSGALNACT2 CTNND2 SF3B5 UBB MGMT EMB DLGAP1 ZNF16 RNF34 TTLL6 MSANTD4 PRKCE CHD7 CAMTA1 FBXL14 PRND BANP CES4A BNC2 TNKS PEAK1 PSMD1 UBXN2A C12orf76 DENND4A IQCK PTDSS2 CTBP2 SNHG29 EIF3F PNLIP RPS6KB2 B3GNTL1 BAIAP2 CRYBG2 ATAD5 RTTN RNPEP DNAJC30 B3GNT5 METTL1P1 FAM91A1 DSCAML1 FAM210A PPFIA3 GBA CRACR2B SH2D4B GALNT11 TAAR3P GRM8 PIPOX SSC5D SOCS4 NRIP1 EHMT1 MRPS23 ZBTB20 RGMA RAD51B AP1S2 C17orf77 NPLOC4 MXRA7 C12orf60 PTTG1IP CCDC159 SF3A3 COL18A1-AS1 PCBP3 LRRC19 SEPTIN9 CDCA2 WT1 BRF1 INTS5 ADAMTSL5 PPP1CC GPR141 NHLRC1 FANCA PARVB UBE2Q2P1 ZNF600 C8orf76 SPATS2L ZNF493 POM121 ZNF781 AMZ2 ANXA6 LRRC8B BLM ZNF517 SERPINB2 KLHL14 FAM114A1 CFAP299 SGTB ZNF790 ZNF251 SZT2 SPRED2 WDHD1 CALM1 PPP1R14C FOXJ3 DMD SMG5 RNU6-502P RNU6-942P RNU1-19P RNU6-792P RNU6-884P RNA5SP48 RNU6-1075P RNU6-522P SNORD113-9 RNU6-1318P RNVU1-21 CR1 ATP1A1-AS1 RIPPLY2 GIGYF2 HLA-DOA DCTN1 IGFL2 FAM83A-AS1 SCGB2B2 SNX2 RNU6-116P RNU6-211P RNU6-178P MIR802 TRAJ34 TRAJ30 RNU6-360P RNU6-821P RNU6-530P ZNF254 GTF2H4 RPL9P21 LYRM4 MEG3 CPEB1 LINC01588 CRPPA MIR99AHG PAM16 SLC12A8 RNU6-588P RNU6-757P RNU6-554P RNU6-628P RNA5SP222 ZNF385D-AS2 LINC02068 LINC01870 LINC00570 TNK2-AS1 LINC02670 LINC00240 LINC01058 LINC00626 USP17L7 MTND4P10 PGBP LINC01738 FAM245A NACA4P CRLF3P3 LINC01350 MIR646HG LINC00687 MACC1-AS1 KRT223P VDAC1P8 LINC00710 AL109924.1 ELOVL2-AS1 EMC1-AS1 GTF2IRD1P1 MTND4LP21 LINC01704 TRAF3IP2-AS1 GNG12-AS1 ELOBP3 RSU1P2 RPL3P4 MTND3P8 SMG7-AS1 LINC01719 RRAS2P2 PSMA6P3 LINC01237 LINC01830 LIX1L-AS1 USP27X-AS1 GULOP SMARCAL1-AS1 ID2-AS1 LINC02532 RCBTB2P1 LINC01871 DPYD-AS2 TIMM8BP1 NDP-AS1 LINC00347 RPL5P2 AL606970.4 GOLGA2P5 RNU6-953P SNORD13 DENND6A-AS1 RPL32P9 WWTR1-AS1 EEF1A1P25 PTPRG-AS1 PAQR9-AS1 AC093583.1 RN7SL741P STRC PCDHAC2 WDR86-AS1 LINC00461 NEAT1 ZNF585B UBR5-AS1 AC008966.1 LINC02513 FAM198B-AS1 LINC01335 LINC02198 LINC01470 AC026369.1 AACSP1 GAPDHP35 UCHL1-AS1 MTND5P12 MALAT1 RNU6-752P RNU6-107P RNU6-531P RNU6-365P AC024958.1 MAPRE1P1 NATP HTD2 DUXAP5 MIR9-3HG TUBB4BP1 ZNF225 CLEC12B LINC01619 SCAT2 LINC02289 TMEM179 LINC00933 AC016134.1 AC009107.2 C15orf65 LINC02861 MIR3973 RBM8A MIR5188 SEC22B BAHCC1 RASSF5 AC079466.1 LINC02073 FRG2LP LINC01533 AC026979.2 LYRM4-AS1 FAM193B-DT MUSTN1 KLHDC7B-DT EIF2B5-DT USP27X MIR6885 RNU11 CCL4L2 SNORD49B GGNBP2 ACACA BANCR LINC00216 AC127496.7 PCAT14 MIR5087 PAX3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX3_TARGET_GENES GCLC CFTR KDM1A SLC25A13 UPF1 SKAP2 SPPL2B MYCBP2 GDE1 AP2B1 CACNA1G SCIN CDKL3 DNAH9 GAS7 PSMB1 TFAP2D CYTH3 SPAG9 MGST1 CSDE1 DYRK4 ZNF207 FUZ CD4 FYN TSPAN9 RABGAP1 MAP4K3 BRCA1 CALCOCO1 PGM3 ACP3 MATR3 RUFY3 SNAI2 GABRA1 NDUFS1 BIRC3 PRKCH MUSK PNPLA6 ZCCHC8 PIAS1 NSMAF RFC1 TBC1D23 CUL3 MYOM2 MFAP3 MRI1 TRIO MTREX RAI14 SPDL1 TG ADAM28 LCP2 TRIT1 CNTLN GEMIN8 FAM214A USP28 HDAC9 LMO3 VPS13D CELF2 LTBP1 ARID1B NEDD4L HEXB JKAMP NFE2L3 LIMA1 FAM160A2 PIK3CB FOXN3 LAMA3 TRAPPC3 KIF1B SYNE2 FAM168A FAM114A2 KMT2C PUM2 ITIH4 ZFR DCBLD2 ATG5 TBXAS1 GATB WNK1 PRDM6 LIMCH1 CDON TAF2 CTSA SNX24 ANKRD44 CYB5R4 CLDN18 MTFR1 MYO9A NEO1 EVI5 PKM NAV3 RASSF1 ATP11A MAST4 VPS35 CLEC2D TGFBR3 FGF10 SLC44A1 TMEM260 PABPC1 CFAP20 MAP4K4 ARHGAP10 SEL1L LNX1 ALDH3A2 SMARCE1 NSF IPCEF1 ZZEF1 SLC12A1 SEMA3A SEMA3C RASAL2 MARK3 FNDC3B TMEM131 ARHGAP15 REXO2 TPD52 CTTNBP2 TM9SF3 USP33 PAK3 DCX SPAG6 POLD3 ACTN2 NAALAD2 PIAS2 FAP TIGAR PPP2R5C NRDC ITCH BPIFB2 SLC1A3 DNM2 RIMS1 RIF1 SMARCA2 SESN1 KCNN2 IGSF9B RSBN1 AFP PHLPP1 BZW1 EPB41L3 COBLL1 ERC1 TRPM3 REST WBP11 ATG16L1 IPO11 EPDR1 ZFAND6 HSD17B2 PIGS MMP2 ADD1 ERGIC2 AURKA PTPN4 KHSRP ANKRD10 ARHGAP28 KIZ ANAPC5 CDIP1 STRN4 USP48 OSBPL8 LAMB1 WDR7 IL5RA ITGA6 ALKBH5 ESR1 SLC7A8 G2E3 HECTD1 HNRNPC SEMA6A SNAP23 TBX15 AAAS DHPS HIVEP1 CRISP3 PRTFDC1 TECR P2RX6 TRIOBP DEPDC5 TTC28 XBP1 POLDIP3 PACSIN2 NIN GNPNAT1 ATP6V1D DAAM1 DICER1 PCNX1 RPS6KA5 CPNE6 PNN SALL4 ADNP DOK5 CSTF1 PSMA7 JAG1 CDH20 VAPA LIPG ANKRD12 VSIG1 POLA1 BMX ASB9 FMR1 HTR2A CAB39L KLF5 MRPS31 KATNAL1 INTS6 NUP93 SETD6 HAS3 UBE2I GSPT1 CLUAP1 HMOX2 XYLT1 IQCH TRIP4 RAB11A ZNF106 TJP1 DMXL2 ZDHHC2 DECR1 NIPAL2 NDRG1 IL7 UBR5 SH2D4A INTS10 ARHGEF10 KCTD9 ASAH1 TRMT1 TLE6 KIR3DX1 CCNE1 URI1 CLC CACTIN DENND3 GRWD1 RAB3D DBP TMEM205 PPP2R1A POLR1F HBP1 GSDME ATP6V0A4 MET DNAJB6 TAX1BP1 CHN2 ZKSCAN1 SNX8 PHF14 POU6F2 AGR2 AHR GLI3 COA1 PRKAG2 GALNTL5 EIF4H TLE4 SUSD1 KDM4C KANK1 ELAVL2 TYRP1 SHB CCSER2 ARHGAP21 DKK1 XPNPEP1 CCDC6 LGI1 TRIM37 KPNB1 SMARCD2 DDX5 LGALS3BP PHOX2B SLAIN2 DCUN1D4 NMU MAPK10 INPP4B FRG1 CLCN3 GALNT7 FBXW7 TBC1D19 SH3D19 ELP4 FNBP4 SIAE PPP6R3 ANAPC15 EXPH5 PPFIBP1 CORO1C ITFG2 VPS29 ACAD10 ADGRD1 CNOT2 GNPTAB SRSF9 SASH1 UST MDN1 BACH2 PTP4A1 NR2E1 PHACTR2 GMDS SENP6 CLIC5 ERBIN HMGCS1 MRPS27 CLK4 RNF130 ARSB THBS4 PDE4D NR3C1 LIFR MACROH2A1 HGD CD86 ECT2 FXR1 BBX GBE1 FRMD4B PEX5L NKTR FOXP1 SF3B6 PSMD14 GCG SPTBN1 FN1 GLS USP34 EHBP1 SLC9A2 FHL2 BIRC6 GORASP2 QPCT TRAK2 EPHA4 FARSB RALGPS2 RPL22 SMG7 WLS CFHR3 ADGRL2 HMGCL MPL PTBP2 RCOR3 DHDDS ARID1A KMT2A CREB1 ATP10B SGIP1 ZC2HC1B OLFM3 SPP1 MFSD1 UBN1 PCDH17 ELL2 CYP20A1 GTF3C3 DYNC2I2 CNTRL PHF19 BSPRY KDSR YPEL5 LGALSL SLC17A5 TCTN3 ARMH3 CAAP1 INSL6 GORAB SNX19 KIAA1217 ENOX1 ZFP30 TMPO GLT8D2 TNFRSF10B UBIAD1 AKAP1 PYROXD1 TAS2R7 ZNF639 RBBP6 KLHL7 NT5C3A SLC25A51 PKN1 STIL IL13RA2 TTC21B AGO2 CHD6 STAU1 STX16 ANKRD60 POF1B XPO5 CNOT1 CLYBL PTGER2 GRK4 SOX9 GGA3 INSIG2 RTN2 BFSP1 HNRNPR DYNLRB1 BPIFB9P KDM5C SCAF1 CSN1S1 NSRP1 PCNX4 ATG14 KTN1 L3HYPDH TSPAN8 PTPRB UBR4 GFER KDM4B METTL25 AKAP9 SEM1 PTPN12 POR SGCE RBM48 C22orf24 DOCK4 FOXP2 MYO1B PSMG2 ALDH1A2 PALLD LRRC6 MTUS1 EGLN3 MIS18BP1 ITFG1 SEC14L1 TTI2 SHC2 ERMARD SAFB2 SNX9 GDF15 ASS1 UBE4B SLC35D2 UBA1 SYNE1 RBM39 GSE1 IDO1 CAPN7 NR1H2 RPL27 ANKHD1 PPFIA1 KHDRBS3 CHSY1 DNAJB1 CCT6B RAF1 FCRLA LINC00470 EFR3A RPA1 TBC1D14 DDC UTP3 WBP2 MMACHC PATJ USPL1 CHRM3 STARD13 SLC39A11 WDR74 LARGE1 AGAP3 CCDC59 RRAS2 HSD17B4 UNC79 COX16 CTIF THUMPD3 MEIS2 VAV3 SORT1 VTCN1 NGF SPIRE1 KIDINS220 CMPK2 LDHA ANO3 RELCH KCTD1 DOCK2 SOX5 KLRC1 ELP2 DTNA STT3A APC OSTF1 CEMIP2 TES ANKRD6 EPHA7 PKIB MICAL1 USP15 KIAA0513 PCNX2 LAMC1 SP110 HTR2B GCC2 SCYL2 FLNB NEK3 TBC1D4 NUDT15 SETDB2 IGF2BP3 RAPGEF5 AOAH HUS1 SRSF1 NDUFB5 EPRS1 ODF2 GOLGA1 IL33 IGFBPL1 RPS6 TFAP2A VARS2 C6orf52 FCHSD2 RAB30 PRCP SDCBP MMP20 DCUN1D5 SLC37A4 MAP2K5 CYP19A1 GIPC2 PPM1B SLC3A1 FBXO11 CH25H ENTPD1 SMARCAL1 PPIG SECISBP2L FAM13A ZGRF1 HNRNPD KIAA1109 SEPTIN11 GSTCD FBN2 KIF21A ALG10 ETFBKMT NDUFA9 PPFIA2 TMEM19 GAS2L3 SLC15A4 SMARCC2 BRCA2 CERS5 TMBIM6 DIAPH3 MDGA2 FRMD6 ARMH4 KCNH5 WARS1 TCF12 FGF7 GCNT3 USP3 MCTP2 PARN FTO CDH13 PDPK1 CLTC BCAS3 SS18 IMPA2 GNAL GREB1L FOXK2 DYM MAPK4 DPP9 ADAMTS10 EPHA2 PEX14 DMRTA2 MTF2 GPR161 POU2F1 NUF2 RGS5 SDHC TOR1AIP1 TARS2 ENSA ARNT INTS7 TTC13 NVL CNIH4 LBR OSR1 TMEM177 TRIM43CP GALNT13 ZNF385B UBR3 KANSL1L TRPM8 VGLL4 MARCHF4 SHQ1 LPP SLIT2 ATP10D SLC10A6 TBCK NAF1 RPL37 SKP2 HAPLN1 BHMT GIN1 PPIP5K2 BTF3 FBXL17 ATG12 FBXO38 NHP2 TENM2 H2BC1 LGSN CYP39A1 TPBG GABRR1 SCML4 RNF217 ABRACL TIAM2 PNLDC1 GNA12 CREB5 TMEM168 TMEM209 NLGN4X DOCK11 ATP6V1B2 GNRH1 SNTG1 GOLGA7 TERF1 PSKH2 ATP6V0D2 DPYS EBAG9 FAM135B VLDLR UHRF2 NFIB AOPEP USP6NL FAM13C DNAJB12 LRRC27 CNNM2 PDCD11 GAS2 SLC5A12 IMMP1L TUT1 C11orf49 CCDC81 HTR3B ATM SLX4IP EI24 ESAM FERMT3 MPP7 ITGB1 CDH8 DCUN1D2 WDR17 DLG2 PTS SEC24D UBC DCP1B RAD9B MAGI1 MBIP NEK7 SLC25A31 EPS8 ANKAR WWC2 CENPU CCDC122 CCDC175 CENPJ PARP8 DST RBM46 TLCD4 SMPD4BP PDK1 SUV39H2 SPEF2 DNAI4 FARP1 RAB3C CPB1 CWC27 CDYL TXNDC11 HNRNPU RANBP2 AHCTF1 RBMS1 ADGRF4 CYRIB ASAP1 NMRAL1 JAZF1 TRIP12 FBXO36 HS2ST1 SLC5A10 CDH12 GPR15 ANGPT1 LRRK1 UCHL1 TNIK PGM5 ENAH SORBS2 PIEZO2 DKK2 ODF1 AZIN1 ATP6V1C1 PIP4P2 GRAMD2B NUP205 RASA2 ADK KCNMA1 ART3 TIAM1 PCGF6 MS4A1 TBC1D31 FRRS1 MALSU1 BRPF1 SEC13 NTAN1 SMG1 LRP8 SSBP3 ARSL MYO1E DGKI SVOPL AUTS2 H4C8 GIP SCUBE1 PSMB4 RSPRY1 NAE1 WDR4 NDUFV3 ZNF714 PKN3 FLAD1 GPATCH4 HK3 NAPEPLD MFSD12 TUBA3FP AP2M1 RACGAP1 SSTR5 CLPB STX5 NFIA OMA1 FUBP1 NEXN DNAJB4 FLVCR1 BPNT1 CAPN2 PDLIM5 ANTXR2 HELQ MRPS18C COL6A3 LINC01116 ARPC2 CCDC141 CLASP2 GTPBP8 PTPN13 SYNPR ALB ATXN7 CCNL1 SLMAP RBM47 APBB2 U2SURP DNAJC5G KIAA1143 KIF15 LIPH PBRM1 ERMAP EMCN POC1A HMGB2 ANXA5 NAA15 ARFIP1 HHIP OTUD4 PRMT9 MOCS2 F2RL2 SPINK1 ENPP6 CITED2 H2AC1 FABP5 CSMD3 SUN1 FASTK YWHAZ BAALC PDP1 SHOC1 PIGA STRBP VCP SUGT1 PGM2L1 TTC8 DRGX CLEC1B TMEM52B METTL17 ZNF219 CCDC186 NELL1 TAF1D CEP57 ALKBH3 ARIH1 ATP9B SERPINB7 LMO1 DENND2B PRTG TMEM41B TMED3 SEC11C CPLX4 NDEL1 HSP90B1 MARF1 LDHC PCLAF GLYATL1 C18orf54 MYO1A DIS3L AKTIP TRUB2 COQ4 TBC1D2B CDK12 ZNF23 NIBAN3 TRAPPC9 NXN GLOD4 SRR SRP68 CTNNB1 ULK4 SF1 SETD5 NT5DC2 TXNDC2 DNAJC21 STX18 DHRSX ASMTL ARMC4 CA5B CXCL10 SH3TC2 HSPB3 CRADD KCNK9 SDC2 MUC15 ZEB2 NFU1 LDB2 NRG4 NLGN1 TAPT1 TOR1AIP2 S100G ZFPM2 UBE2E3 SIMC1 HNRNPA3 USP50 USP47 STX8 CDK1 NFRKB MGMT CDH2 DLGAP1 ZNF16 RNF34 DNAJC24 FEZ2 KCNMB3 PRKCE MUC7 UGT2B7 CHD7 MCC TBCA CXXC5 CAMTA1 ZNF540 FBXL14 TRAPPC12 MRM3 RPS7 FRMD5 TLN2 ZNF217 JMJD1C MTBP ZNF131 ALG14 IL16 AFF1 BANP WASHC2C RPL38 ARPP21 COQ2 KDM2A AHSA2P LIPM MZT2A TNKS DAG1 PTPRM PEAK1 TRAPPC3L HES3 PSMD1 MARCHF10 ZNF791 ATP5MD HOXB2 MSRB3 TLR10 ZNF80 TNK1 ATP2A2 STARD6 C12orf76 DENND4A MYO1H MSL2 IQCK B4GAT1 RESF1 LARP7 RSRC1 EIF3F MCTP1 RPS6KB2 ZNF169 TMEM270 PLEKHF2 DLEU1 MYO1D MIR7-3HG METRNL ZDHHC13 DSCAML1 CHD9 ZBTB38 SVBP AP3S1 ZBTB41 DDX10 NDUFV2 POGLUT3 GALNT11 GEN1 GAK FBXO34 C14orf39 C3orf38 TMTC2 WSCD1 GRM8 PIPOX NRXN1 LINC00652 SSC5D SOCS4 SLC9A4 ZNF571 NRIP1 SMG1P3 C11orf42 CUEDC1 ZBTB2 OR52D1 MRPS23 ZBTB20 SNRPE RAD51B BACE2 C17orf77 PLCB1 C11orf54 C12orf60 GAS6 NEB CTNNA3 PTTG1IP CCDC159 LRIT3 TFDP3 PCBP3 ZNRF3 TRMT12 OPCML CFAP91 PTP4A2 DENND5A TACSTD2 A3GALT2 SS18L1 TXNRD2 PROS1 NELL2 CDCA2 APOO OR6C70 ROBO2 F8 ANKS1B INTS5 MC2R MRPL30 TARS3 SHC4 C6orf201 MYBL1 ADARB2 NRG3 CCIN LRCH3 BTLA PPP1CC CA5BP1 KPNA4 GNG2 POFUT2 ZDHHC17 KRTAP21-2 GPR141 SESTD1 DCC CHP1 NHLRC1 ERC2 B3GLCT ZNF490 EYS FOCAD SELL INSC NKAIN2 CLN3 CFAP126 UTS2B SLC15A5 ZAR1L LIN54 KAZN C8orf76 HMGB1 SPATS2L SRGAP3 CPNE4 ZNF781 PIK3R4 ZNF775 SIAH1 TCF4 TECPR2 CD47 STRN3 MVB12B METTL9 ZNF429 ACSL5 LRRC8B EIF4BP6 IPP KCNMB2 FAR1 DPP4 OR6C74 FAM114A1 CFAP299 INKA2 DNM3 CLEC9A DLGAP2 MIER1 ASPH SPRED2 WDHD1 LRBA C6orf89 CALM1 TAFA2 CTR9 FAM169A ZNF830 GK FOXJ3 OPA1 DMD MIR302D MIR367 RNA5SP430 RNU4-15P SNORD104 RNU6-1066P RNU6-727P RNU6-1244P RNA5SP447 RNU6-912P RNU6-271P RNU6-884P RNU4-1 RNU6-324P RNU6-457P RNU6-340P RNU6-173P SNORD114-13 SNORD73B RN7SKP76 RNU105B RNU6-558P RNY4P34 RNY4P17 SNORD113-9 ECT2L EEF1AKMT2 CCDC162P ATP1A1-AS1 C1orf141 LIPN LIPJ TDRG1 TRAF3IP1 MACO1 BRD2 HLA-DMA BTNL2 COL15A1 AL133464.1 DCTN1 TCTN1 LINC01545 SCGB2B2 SNX2 OR52A4P VCX3B CRYZL1 EGFEM1P KRBOX1-AS1 SNORD58A RNU6-1039P RNU6-442P RNU6-259P RNU6-203P RNU6-784P RNU6-1152P RNU6-178P RNU6-253P RNVU1-14 MIR135A2 MIR7-3 MIR218-1 MIR498 MIR634 MIR548A3 SNORD73A MIR802 TRAJ38 TRAJ35 TRAJ34 TRAJ21 TRAJ20 RNU6-821P RNA5SP23 RNU1-139P KLHL23 COPS5P1 SUPT4H1 CHUK ARHGAP19 PPIAP16 GBP7 PPP1CB RSU1P3 GTF2H4 PPM1N RPL5P8 GANC ZNF891 AMZ2P1 XPOTP1 SMIM30 TTC41P CTAGE11P RPS15AP3 ARHGEF28 CRPPA COL28A1 PRDX2P1 RPS12P16 LINC01020 RPL10AP3 MIR99AHG LINC00598 MIR297 RPS2P55 AK4P5 TENM3 RPL7P28 FAM228B RNU6ATAC6P MIR1251 MIR320C1 MIR548H4 MIR548F2 OR2A14 SLC12A8 RNU4-26P RNU6-588P RNA5SP118 RNU6-554P RN7SKP61 RNU6-628P RNU6-1190P RNU4-46P RNA5SP222 RNU6-130P RNA5SP31 RN7SKP100 ZNF385D-AS2 RPS26P15 AC005165.1 EBLN1 OR2AD1P AC004870.2 HSPA8P16 LINC00570 SEZ6L-AS1 MTND2P5 OACYLP LINC01708 LPP-AS1 RPS17P13 MIPEPP2 LINC02670 LINC00240 RPS4XP16 LINC00320 CDK4P1 LINC01058 LINC00972 TDGF1P3 TMEM246-AS1 PDE9A-AS1 LINC00431 LINC00626 RPL36AP54 RPS12P5 TMEM191A RPL7AP51 ADAM1B FABP7P1 HMGB1P32 PDZPH1P RAC1P6 FKBP14-AS1 SLC8A1-AS1 LBX1-AS1 MYL6P3 HCG15 MYOCD-AS1 LINC02832 LINC00310 LINC01074 UST-AS1 CYCSP24 LINC00355 RPS10P9 TARID FAM245A LINC00578 NACA4P MIR646HG UGT1A2P C2orf92 POLR2CP1 HDAC2-AS2 LINC02521 FAF2P1 LINC02534 KPNA2P2 SATB1-AS1 KRT223P KANSL1L-AS1 LINC00710 LINC01739 MAST4-AS1 LINC00484 MTND2P20 GK3P ZRANB2-AS2 LINC01435 ALMS1-IT1 LINC00709 LINC00364 HOXB-AS1 C9orf147 IFNNP1 EXOSC10-AS1 PROX1-AS1 LINC01799 CCDC192 GTF2IRD1P1 DNM3OS SAP18P3 MTATP6P23 ARPP21-AS1 RPS27P10 MTHFD2P3 MTND5P19 RPL17P49 LINC02779 MTND2P19 SLC47A1P2 DPY19L4P2 DARS1-AS1 MYO3B-AS1 LINC02818 CLCN3P1 LEF1-AS1 FAAHP1 LINC01798 AC005772.1 LINC02518 MTCYBP3 SLC16A6P1 LINC00665 SMG7-AS1 SEC1P DLGAP4-AS1 HCG25 CYP1B1-AS1 MTATP6P7 RPL7P14 RPS15AP6 LINC02669 CHRM3-AS2 AP000688.2 LINC01122 RRAS2P2 PSMA6P3 H2BC15 POU6F2-AS2 LINC02650 CSN1S2AP ELOBP4 LINC01830 BCAS2P2 C5orf58 LINC01309 SYNE1-AS1 LINC02092 GULOP LINC01239 LINC02632 MIR155HG SOX9-AS1 FABP5P7 LINC01849 LINC01883 LINC02532 RPSAP24 CNN3-DT MTCO1P23 AK4P6 MTND6P14 FBXO30-DT LINC00607 DPYD-AS2 PEF1-AS1 LINC01828 NEXN-AS1 AC010729.1 TIMM8BP1 NDP-AS1 SCAT8 KCNMA1-AS1 GPC6-AS1 LINC00347 INTS6-AS1 LINC01829 LINC01141 MLIP-IT1 NR2F1-AS1 MGC27382 CAMTA1-DT FAM21FP AKR1B1P4 MTCO1P18 MTATP6P20 LINC00844 FLG-AS1 AL606970.4 LINC01589 LINC01877 AL354863.1 RNU7-104P LINC02031 SNORD13 SNORD127 RNA5SP269 TXNDC5 DENND6A-AS1 RPL29P22 TRBV22-1 RPS27P21 AC093627.4 NSUN6 RPL32P9 RPL7P41 WWTR1-AS1 EEF1A1P25 PTPRG-AS1 PAQR9-AS1 UGT1A1 RPS29P21 AC109466.1 RPL32P12 ARFGAP3 SKINT1L LINC01206 RPL21P11 RPSAP26 STRC RPL21P104 RPL7P49 RPS15AP18 ARHGEF26-AS1 RPL30P14 RN7SL60P AOX2P TTC4 OR5V1 PEX5L-AS1 WDR86-AS1 RN7SL735P DEFB109F RN7SL216P UGT1A4 RN7SL446P N4BP2L2 GABPB1-AS1 LINC00461 RORA-AS1 FRG1-DT AC011346.1 STX18-AS1 AC008966.1 TMEM161B-AS1 SLIT3-AS1 LINC02513 MEF2C-AS1 FAM198B-AS1 LINC01574 LINC01846 AIG1P1 LINC02212 LINC01470 LINC01438 AC026369.1 OSMR-AS1 AC145141.1 MTCO3P7 LINC02060 TRMT9B RPSAP70 MGC32805 ABT1P1 AC024022.1 ZBED3-AS1 LINC02493 PRKG2-AS1 SLC25A5P9 PRELID3BP4 UCHL1-AS1 MTCO1P9 RAB5CP2 LINC00958 AIDAP2 LINC02110 HPRT1P1 RN7SKP13 RNU6-475P RNU6-1102P RN7SKP141 RNA5SP154 SCARNA5 RNU6-397P RNU6-469P RNU6-1338P RN7SKP253 RNU7-153P RNU6-107P RNU6-197P RNU6-531P RNU4-18P RNA5SP137 RNU6-579P RNU6-341P RNA5SP135 RNU6-1137P RNU6-365P RNU7-35P RNU6-667P RN7SKP40 RNU2-12P SUMO2P16 COX6B1P4 LINC01151 NATP LINC01591 LINC02055 NIPA2P4 MTCO1P47 LINC01111 PABPC4L NAV2-AS4 MPV17L2 LINC02763 ANKHD1-EIF4EBP3 LINC02553 PPIAP43 ZFP91-CNTF CHMP1B MIR100HG TMA16P1 EID1 LINC01495 MTCO1P15 LINC02548 AP001107.9 AC007368.1 LINC02700 LINC02389 IFNG-AS1 RMST TUBB4BP1 ZNF10 LINC02387 TRAV11 AP001160.1 RRN3P3 LINC02451 AC009318.1 AC127164.1 CYB5AP5 CASC18 SLC7A5P2 ITFG2-AS1 AL158801.2 AL049830.3 LINC00645 AL157911.1 LINC02289 HMGN2P47 AC087473.1 AC015712.2 PWRN1 LINC00919 LINC02134 NBAT1 LINC01584 ERVK13-1 SLC7A5P1 AC009107.2 LINC01572 LINC01355 SSTR5-AS1 MTND6P33 MIR3973 CHORDC1P4 MIR378E MIR4799 MIR548AL OTUD7B MIR4529 MIR3171 MIR133A1HG MIR2681 MIR3650 MIR5188 LINC01892 MIR3659 RPL17 MIR3685 UBE2CP2 NDUFV2-AS1 RASSF5 AC007431.2 MIR4759 NPM1P2 MIR4279 SNHG25 MIR4452 MIR3692 MIR4742 MIR4642 MIR3169 RPSAP67 MIR4634 LINC01905 SLC14A2-AS1 CHMP1B-AS1 WDR7-OT1 LINC01140 SNHG22 LINC01415 LINC02073 FRG2LP MIR4527HG LINC01533 FENDRR LINC01966 ADGRE4P AP001462.1 LINC01082 AL021328.1 AL022097.1 AC097359.2 DUXAP11 PHF5FP TAF15 CFAP97P1 RPP40P2 AL512631.2 LINC02336 MIR4466 MUSTN1 RALGPS2-AS1 GRIN2B LINC00653 MIR6129 ZNHIT3 MIR6885 MIR223HG RNU11 HMGB1P24 FRG2MP AATF RNU12 MIR6133 PCDHGB9P EEF1A1P42 PIGW LINC02338 SNORA50C DDX52 ACACA H4C1 TRAJ37 LINC00216 AC127496.7 MIR548BB MIR1322 OR5AK4P MIR4501 MCM3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MCM3_TARGET_GENES SCYL3 CCDC124 PTBP1 LTF CLK1 PNPLA6 ARHGEF5 SZRD1 SFSWAP SPHK2 UFD1 FGF10 DAZAP1 CHFR MAP3K13 RAB7A ARHGEF1 PSMC5 GNAS TFAP4 CDC45 CRAT FBXL19 CABIN1 CARD10 HMOX1 PSMB5 PCIF1 NDRG3 TM9SF4 FBXO31 USP31 VPS35L SNX16 ECH1 MED25 YJU2 HNRNPUL1 NOP53 CARD8 ZNF175 GCDH ATP13A1 EXOSC3 ATE1 CASC3 FTSJ3 YWHAE EIF4G2 BCL7A NR3C1 TXNDC15 CPEB4 PFKFB4 BCL9 DARS2 DYNC2I2 PTPA KCNIP2 CENPL FAM117A B9D2 INHA OBSL1 KIRREL2 ZNF484 KNSTRN PRKCSH EXOSC2 LRRC41 IPO8 TACO1 KAT7 CCDC115 IMP4 TOR1A CDK5RAP2 ZFP37 KNL1 PREPL MAP1LC3B SPACA3 TPGS1 FEM1A PSMB6 RPS11 RPL13A ZNF614 CCN1 STRIP1 CAMKMT FBXO38 ZNF300 ZNF41 ZMYM3 SLX4IP C2orf50 SRFBP1 DISP1 CCDC174 CXXC1 SLC7A7 PRR14 CACNA1D DEDD TOMM40L NAPEPLD PRPSAP1 ZNF577 LEMD2 POGLUT1 SLMAP KIAA1143 KIF15 CAMLG NKX6-3 GHITM GFI1B METTL3 ACSM1 RRM1 BSCL2 ATG4B XPO6 CRADD ZNF764 ZNF747 SLC16A5 TMED10 ZNF524 SHLD1 GAP43 DPAGT1 C2CD2L HCFC1 KLHL6 MRPL52 OXSR1 UQCRH SH3BP5L ZNF613 TMEM39A TCP11L1 THAP4 FARSA GCC1 FIZ1 TRMT12 TBL3 PTP4A2 PLA2G6 NELFA LRRC37B MORF4L1 RNF220 ANAPC7 ZNF585A ZNF785 ZNF615 ZNF81 CCDC151 ZNF649 KRTAP4-5 C1orf174 CCDC167 TGM2 DAXX NCR3 RACK1 AKT1S1 HACD2 LCNL1 RPS19P1 PEX12P1 NRSN2-AS1 ATE1-AS1 AC002310.1 ZBED5 AC127070.1 MYLK-AS1 AC011346.1 ZBED5-AS1 FGF10-AS1 ZNF432 ZNF350 DIO3OS MIR3124 ZNF649-AS1 RIMBP3 NFKBIA_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NFKBIA_TARGET_GENES STPG1 NIPAL3 AOC1 MAD1L1 DBNDD1 SARM1 PLXND1 PDK4 ST7 LIG3 FAM214B TSPOAP1 KMT2E RHBDD2 ABCC8 SPATA20 CCL26 GTF2IRD1 ARHGAP44 ELAC2 CEACAM21 DNAH9 CEACAM7 RHBDF1 DLEC1 NISCH PPP5C ALOX5 MVP RWDD2A GPRC5A CAPN1 DPEP1 MATR3 NPC1L1 RALBP1 ATP1A2 PHLDB1 CYP24A1 NRXN3 OSBPL5 RTF2 RNH1 RTEL1-TNFRSF6B AGPAT4 PRKCH B4GALT7 ANK1 SARS1 RANBP3 MYOM2 RIPOR1 PNKP RETSAT OFD1 SNX29 FOXN3 ENTPD2 LAMC2 CAMK2B CROCC POLR3E DGKG FLYWCH1 PSD HDAC7 TNK2 SEZ6 SLC6A16 U2AF2 TSPAN32 ATP2C2 EYA2 ABCA7 ANKS1A GLP2R TLE2 FAM107B PFKP PKM PRKCZ HYAL2 RASGRP2 BCL3 KCNAB2 ST6GALNAC1 DAZAP1 SPEG CHFR CRMP1 GSDMB GLI2 TEAD2 TIMM21 PTPN23 SPAG5 MCAM ARHGEF1 POLD3 FGFR1 AMPH PPP2R5C RBFOX1 TOLLIP TNS1 RAPGEF3 LIPE KEAP1 IGSF9B CROCCP3 CXCL2 COL19A1 NFE2L1 NKAIN1 CD82 ALG9 ACOX3 MMP2 SH3BP2 GNAS TFAP2C SLC15A1 PPP1R13B SMOX EBF4 GCN1 CDIP1 SLC9A1 PCBP4 THPO DLD MYO15A CPA1 TMEM101 UNC13D MFSD11 ADA2 SH2D3C SMIM24 BRPF3 HNRNPH3 MYO9B CIRBP HNRNPM MISP CEP170B TRMT2A MED15 CECR2 CABIN1 SF3A1 UPB1 PES1 MICALL1 SOX10 DEPDC5 PICK1 CYP2D6 GTPBP1 CBX7 FAM118A ST13 MLC1 KHNYN PCNX1 BDKRB1 CINP NFKBIA PCIF1 NELFCD SLCO4A1 NKAIN4 COL20A1 PDYN BPI PPP1R16B PGK1 MGRN1 HSF4 NDRG4 SLC7A6 NPRL3 MLYCD CRISPLD2 LMF1 MTHFSD CLCN7 ANTKMT PIEZO1 RNF40 CSK BMF ERICH1 KLHDC4 ECH1 CLPTM1 PPP1R37 TBC1D17 NOVA2 TIMM44 OLFM2 PLD3 CACTIN TGFB1 CD33 CEACAM5 TYK2 SIGLEC6 PPP2R1A GCDH PIK3R2 UPK1A ATP4A SUGP1 ZNF574 CADM4 ATP6V0A4 IQCE GHRHR EIF3B FBXO24 GLCCI1 SFRP4 URGCP GCK BCL7B DNM1 LHX3 GLIS3 ABCA2 HPS1 MAPK8 FBXW4 SH3PXD2A GIT1 RECQL5 ENO3 PFN1 VAT1 HDAC5 SLC9A3R1 CRACD MAPK10 GALNT7 DNAJC4 TMEM109 TRIM3 EIF4G2 C11orf21 PITPNM1 CHKA DAO KCTD10 CAMKK2 KRT18 PPM1H TRPV4 OAS3 SLC38A1 VDR RAB35 DSE GCNT2 MDGA1 PRDM13 HDGFL1 SLC22A2 CUL9 DUSP22 CEP72 GRM6 IL12B SLC12A7 RAD50 IL5 PDGFRB DBN1 TFDP2 WNT5A SLC41A3 ABCC5 KCNIP3 GTF3C2 NDUFS7 AUP1 ELMOD3 SLC9A2 PASK HPCAL1 WIPF1 ATP6V1B1 ALMS1 AMPD2 GON4L ARHGEF2 CDC20 NEK2 IFT46 SPACA1 TNFAIP3 EEF2KMT FLVCR2 ESRRB PYROXD2 PRLHR SFRP5 HOXB3 TP53AIP1 ENY2 SMAD9 SIL1 CHRNA2 TNFRSF8 TRIM25 ABCC11 ADCY7 ECHDC2 PILRB POLK PTGFR RPAP2 KLHL7 GLIPR2 CLTA PHF24 P4HA1 NR4A1 PDE1B LRP1 PFKFB2 ARHGAP40 DDX27 ZBP1 PEPD GNMT CDKN1A SCGB2A1 SSUH2 SH3TC1 MT1G GGA3 MIR9-1HG HTR5BP PSD4 GPR108 PSMF1 RBCK1 AP5S1 ITPA ERGIC3 CEP250 HECTD3 XRCC3 MCF2L PRKCG PLEKHG3 DYNC2I1 TMEM175 EMC1 RNF6 POR GAL3ST1 SPECC1 FOXP2 GAD1 HERC2 ARHGAP22 WDFY4 SUMF2 KCNC1 SIGLEC9 RIPK3 TEP1 PGAP6 PLPPR3 ABHD17A KIF1A USHBP1 UNC13A MAP1S CAMSAP1 PNPLA7 TAF4 UCK1 FIBCD1 HIP1R ZNF331 LILRB2 PYY NFATC1 RAB11FIP4 PDLIM4 NPHP4 STARD3 ENOSF1 TRIM5 EFR3A DDC ITGB4 FLOT2 VPS4A DAP3 BCAN ARHGEF11 DCAF8 ACY3 MMACHC DMGDH FAM104A BTBD2 CSNK1G2 CNDP2 MYH11 ZDHHC8P1 KRBA1 ARNTL AMPD3 LOXL2 MRO CHL1 RAX BIVM KCP ANKRD6 AKIRIN2 PRR5L ITGA7 B4GALNT1 FAIM2 ESPL1 SLC26A10 CD164 SMPD2 RAB11FIP5 CAPN9 NPL ITM2C FLNB COG3 CALCOCO2 C9orf78 SLC2A8 TLR4 USP20 GABBR2 NR5A1 DSCC1 ARHGEF39 FRS3 LRRC1 CLPS ARRB1 LRRC32 TGS1 TRPC6 STRA6 SPTBN5 ADCY3 TRIM54 ASCC1 RGS3 PARVG B4GALNT3 CLSTN3 GALNT6 CSAD ESYT1 ZNF740 TTC6 JDP2 ZSCAN29 PSTPIP1 MAN2C1 TPM1 POLG NTRK3 ARMC5 CPNE2 ADAMTS18 MBTPS1 DEF8 TCF25 GALNS GID4 KSR1 C17orf80 BCAS3 GNAL WRAP53 PIK3R5 TTYH2 TBCD SECTM1 MAPK4 MBD1 FBXO15 P3H4 ERBB2 CACNA1A DPP9 ZFP14 SCYL1 APP MYO1F FBN3 CARM1 EVI5L RERE PGD SH3BGRL3 SYTL1 HSPG2 PTPRF BEST4 MGST3 SELENBP1 SUSD4 TTC13 SNAP47 EPHX1 PPFIA4 MEIS1 SFXN5 PKP4 STK11IP LRIG1 LIMD1 SRPRB ALDH1L1 CCDC39 TM4SF19 PLK2 PIK3R1 LHFPL2 CRHBP DOK3 TCTE1 MSN MFHAS1 CSGALNACT1 TERF1 NAPRT NFIB AOPEP ASTN2 CIZ1 SH3GLB2 HMCN2 LCN9 NOTCH1 POLR3A CAMK2G ADAM12 HIKESHI CCDC81 SERPINH1 CAPN5 PAK1 NPAT ATM ST14 KIRREL3 SIDT2 NUDT22 VPS51 HIRIP3 TAOK2 TMCO3 CNDP1 BTBD11 DLG5 ADAMTS12 ZNF827 HSPB8 FARP1 GRM1 JAKMIP1 TEX29 PTPRD JPH3 ANKH PANX3 RETREG1 LRRK1 OBSCN ENAH CHODL CXXC1 MPPE1 FBXL18 GPR78 LARP1 ADCY8 DCK TIAM1 TBC1D31 PRR14 DHRS1 SLC38A10 CABP1 MEGF11 AGAP1 EXTL1 PPP1R9A ZNF276 NPM2 PINK1 CCAR2 C1QC ARHGAP27 CTBP1 TPPP3 RGS12 ABR SSU72 UBE2J2 KALRN RRP1 AGPAT3 PCNT CACFD1 GPSM1 SHKBP1 RDH13 NEK8 NLRX1 ANO10 PAQR6 PWWP3A RECQL4 PPP1R16A MGAT4B PGLYRP2 LRWD1 MFSD12 SRSF2 MPP3 NAGS EMC10 AQP5 WDR90 SSTR5 PPP1R32 NXF1 MAGOH PLPP3 FBLIM1 SDC3 ALPL TTLL10 DNAI3 HFM1 GFI1 EXTL2 SLC30A7 KCNJ9 PRORSD1P ANKRD30BL TGFA LENEP ELF3 FBLN2 AIM2 PPM1L PTPN13 FANCD2OS SNRK ZDHHC3 SMIM12 DNALI1 TKT PRKCD UVSSA TASOR SLC51A ABLIM2 BSN TEX264 ADAD1 C5orf63 CARTPT ACSL6 PI16 TRA2A GALNT10 CTSB SBSPON DNAAF5 GPER1 FAT3 MICU2 NSD1 ARHGAP42 TC2N SVOP PPP1R14D FRS2 PRKCB BEAN1 SLC38A8 CDH16 BLCAP CATSPER2 GLYATL1 STAT6 NYAP1 EPB42 NAT16 PIP5KL1 ENGASE RBFOX3 PPP2R3B SPATA33 LENG8 TRAPPC9 YIF1B NXN TLCD3A KLK2 ZNF558 TBX10 ZNF598 RAB26 PLAAT5 CTNNB1 PBK H3-4 NT5DC2 KCTD6 ACOX2 DEGS2 ATXN2L GDNF UGT3A2 LDLRAD4 FAM178B CNNM3 LETM1 MN1 ZEB2 ASPSCR1 MUC17 PYDC1 MYO7B CHD3 USP38 KRT8 KRT4 KISS1 ACYP2 TPD52L3 CYTL1 MBD3L1 CDC42BPG LRG1 ZNF439 CXXC5 CYP4F11 CYP4F22 ZNF556 THOP1 LCE1D CSDC2 MAB21L4 BANP EFEMP2 CORO1B MUS81 RAB43 FADS6 CES3 SSH3 RNASEH2C PHF8 KAT5 HPSE2 RAPH1 ADCY5 PPP1R3B MAP3K11 PC SLC19A1 STAT5B TOPAZ1 JUP KCNH6 SPTBN2 MSRB3 CTU2 PIGG TNK1 PODN SLC26A9 MYO1H SLCO2A1 SH3PXD2B HRAS ZIC4 SPSB4 CADM2 ATG13 TP53I11 SCUBE2 TBC1D10C SART1 LIPT2 RMI2 DOK7 SSNA1 CCDC57 SLC35G1 WDR25 PLAAT3 DIRAS1 PHLDB3 LMNB2 ACSF3 TTTY14 NCKAP5 RUFY1 VSIG10 TYMSOS MUC20 POLE RBM44 RABEP2 PIDD1 RPLP2 SRRM3 TMEM94 ZNF619 RIC8A DMAP1 PLEC P4HTM PARP10 ADORA2A-AS1 GAK CTC1 IGSF22 TCAIM WSCD1 PACS2 FJX1 MKRN3 MROH1 NRXN1 GPR139 SCRIB D2HGDH AEN RPH3AL NME9 OGFOD3 AATK ATG9B COPG1 FTMT MGAT4C SHISAL2A MOB2 B4GALNT4 CLN8 AC138028.1 EXOC7 FES NXPH3 EPHB3 HS3ST4 CCNYL2 PPP1R27 GALNT9 PRKCZ-AS1 MTA1 ZNF320 AP2A2 SLC25A10 WBP2NL NEB BEGAIN CSMD1 CALN1 RUVBL2 EPHA10 GPR132 PCBP3 ACP7 FAM3B DENND5A KCNQ3 ALDH1A3 MROH7 PLA2G6 TOP1MT TXNRD2 TMEM255B SEPTIN9 OSBP2 CLCNKB WT1 SORCS2 BRF1 ADSS1 DDX51 SIGIRR PRMT3 PPIL6 AHNAK2 KRT79 SYN3 KCNIP4 C16orf54 KLHDC8B LCE3A GRK1 PLK5 LRCH3 DLEU7 KRT5 PIP5K1C CYP4F2 KIF18B ZNRF1 FFAR4 CYP4F12 MST1P2 BACE1 ARAP1 PRR5 BCR RNF220 CIDEC LINC02583 MYMK DNAH17 CARD9 TTC24 CPSF4L KLHL17 C17orf99 TPRG1 CTSL3P MAPK12 AC099489.1 PRSS48 FAM53B SYCP2 WDSUB1 KIF19 FAM217B SUPT5H ELAVL3 PRTN3 C20orf204 IPO4 NCOR2 SPTSSB MAN2A2 ANKRD20A19P TCF4 TRPV1 H2AC13 CHRNG ARHGEF12 FLNA TMEM26 DYNC1H1 TCEA1P1 BNIP3P1 VEPH1 CYP2F1 STMN3 RPF2 ENTPD6 SPTAN1 PARVA RPL37A ADH5 MBP LEKR1 DLGAP2 MAN1A2 LINC01565 SMOC1 EPS8L3 SFT2D1 CD247 RYR3 SNORA52 RNA5SP452 RNU6-797P RNA5SP215 SNORD115-8 SNORD115-16 SNORD115-23 SNORD48 RNA5SP19 E2F3P2 EFCAB2 PLPP4 NEU4 CLPSL1 NOTCH4 PRRT1 SNHG32 NOL4L-DT LY6G5C DDR1 TRIM15 TBC1D8 MOG AKT1S1 AL133464.1 IGFL2 ADGRG1 LINC00634 DENND1C FAM99B DEFA7P ZDHHC11B VGLL3 RNU6-921P RNU6-1105P MIR623 MIR135A1 MIR33A MIR496 MIR589 TRGV8 TRGV1 IGHJ6 CNN2P9 NRAS SIPA1 ARL2 PCNAP3 TMEM213 PRCD TTC41P SCART1 LCNL1 NIFKP1 RCN1P2 SEC14L6 STARD10 EML6 ZSWIM8 IFRD2 CAPN14 GSG1L2 NEURL4 MYL5 NPEPL1 AC092506.1 CROCCP2 C1orf167 TTC34 ATAD3C RBM38-AS1 KIRREL3-AS3 CNN3P1 NBPF1 ZSCAN12P1 ACTBP8 MESTP1 MIR1226 EBF2 RNU6-1140P MEG9 CHCHD2P5 ACSL6-AS1 PAEPP1 BICD1P1 ATP5MFP1 PDIA3P2 ARL5AP4 AC009518.1 LINC01266 AL162586.1 FTH1P22 PA2G4P5 ZNF469 MTND2P28 MCRIP1 LAGE3P1 MEG8 PCNPP2 LINC01529 PHF2P2 PRSS44P TRAF6P1 LINC02848 AL606760.1 LINC02611 LINC00454 NRBF2P2 ABHD17AP6 PRELID1P5 IGHD4-23 EIF2AP4 TSSK5P NCAM1-AS1 ILRUNP1 DPY19L2P3 RPL23AP89 AC105339.1 CASP16P GRASLND GAS2L1P2 LINC01004 RPL15P18 MIR34AHG TNKS2-AS1 HCG22 LINC01165 LINC01548 ASTN2-AS1 MCHR2-AS1 PPP1R2P5 PRKAR1B-AS2 ANKRD26P4 LINC02766 GAPDHP58 SNAP47-AS1 AL669831.3 ME2P1 LINC02641 SIAH1P1 KARS1P2 KLHL7-DT LINC02644 AL035252.2 RPL31P2 GOT2P2 RPS6P23 PCED1CP SHQ1P1 PPP2R2DP1 LINC-PINT LINC01273 DOC2GP KRT17P3 F10-AS1 AC007402.1 AL731567.1 SILC1 LINC01104 CHORDC1P1 FTH1P1 SLC6A1-AS1 RPL37A-DT CRB3P1 LINC01725 PTPRN2-AS1 FTH1P6 LINC00472 HMGA1P5 LINC00841 LINC02609 YEATS2-AS1 NUDT9P1 LINC01961 ELOBP4 MTND1P26 PUDPP1 SEC61G-DT HLA-B TSEN15P3 GTF3C2-AS1 DAAM2-AS1 ID2-AS1 BSN-AS1 LINC02532 PVRIG2P SNRPGP10 CYMP-AS1 DPY19L2P4 LINC01815 GNAS-AS1 IGHD1-1 GYG1P2 IGHJ3P MRPS6P2 NR2F1-AS1 ANO7L1 RGL2 HMGN1P32 AL138828.1 OR3B1P LINC02806 KMT2E-AS1 TFAP2E-AS1 KIR3DL3 IGHJ5 PDE6B-AS1 CCDC39-AS1 PLA2G4B LEFTY1 RPL23AP65 FLNB-AS1 ITGB5-AS1 RPS27P14 MIR4300HG AP002026.1 AC116535.1 MTND4P12 SMURF2P1 TMEM132D-AS1 LINC01088 OR7E94P TERB1 ARPIN-AP3S2 AC104596.1 GPR162 TRIM7-AS1 GMDS-DT GGCTP1 CTBP2P4 PDCD5P2 LINC02882 UNC93B7 LINC01606 PCDHGA8 MAGEL2 LINC02682 BORCS8 MIR100HG OR4D2 PDCD5P1 ARAP1-AS1 ADGRD1-AS1 LINC02420 YWHABP2 ENTR1P1 STH IQSEC3P1 ADGRA1-AS1 FOXG1-AS1 KRT73-AS1 AC025154.2 KRT125P RTEL1 LINC02308 LINC01579 NBEAP4 TMEM179 CHEK2P2 AF111167.2 RYR3-DT LINC00567 RARRES2P8 AOC4P ACTG1P16 LINC02176 C2orf69P2 AC069224.1 TMEM178B EPPK1 TP53TG3GP AC010325.1 DUX4L45 RARRES2P9 BEAN1-AS1 TTC39A-AS1 FRG2KP LINC00514 LINC02564 CCER2 MIR4665 MIR3137 MIR4291 MIR4436A MIR4695 MYO15B TBC1D29P KRT18P61 SCAT1 LINC01764 EIF4A2P1 LINC01837 LIN37 NDUFV2P1 EEF1A1P7 SCGB1B2P LINC01838 FBXO17 RPARP-AS1 MTDHP2 TP53TG3HP LAMB2P1 NUDT19P4 IGLVIVOR22-1 LINC00904 ARF4P1 LINC02664 WASL-DT TM4SF19-DYNLT2B MIR7843 MIR6798 STPG3-AS1 FLJ16779 CCL15 ARHGAP23 MIR6807 PIK3R6 KRTAP12-6P MIR6891 LOC101927815 TRBV7-9 MIR6072 MIR6783 DHRS11 MIR6879 RNA5SP196 PGR-AS1 FRG1GP LINC02357 DNMT1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DNMT1_TARGET_GENES LAS1L ANKIB1 KRIT1 GDE1 GIPR FUZ NME1-NME2 BRCA1 ERCC1 RRP12 ZFR PPP2R5A DHX8 DAZAP1 ACTN1 CLASP1 MGLL NUP37 PLD1 MAPRE3 MRPS33 USP48 PITPNM2 LAMB1 TRMT2A RANBP1 RSPH14 RAB36 TTLL12 CDKL1 DAAM1 ALKBH1 RAB5IF SPEF1 ARFRP1 TTI1 RPRD1B CHMP4B KLHL4 KCNN4 COA1 TLE4 PPIF TUBD1 RPS6KB1 SMARCD2 INPP4B CLCN3 CORO1C CNOT2 HDDC2 TIMMDC1 SCAP HEMK1 PSMD14 NCF2 SIPA1L2 RPS6KA1 SLIRP ATL2 MTHFD1L ANXA11 SRGN SLC25A16 DMAC2L C3 PRRG2 EGLN3 TTI2 AFDN ELP3 CCDC146 DNAJC14 CDK4 SMYD5 MDM2 USP37 LMO7 HUS1 EPRS1 RNF121 SMAD6 ARHGAP24 TMX1 PARN RPTOR NOSIP TINAGL1 CNOT9 MRPS28 SYBU ZNF7 HIKESHI INTS4 TTC12 SRFBP1 ADGRF4 CFDP1 TRIP12 FBXO36 CCDC174 OTUD6B C9orf85 NDUFAF6 CCNB2 TMED4 BSDC1 SLC25A34 SYNC TRIM46 KRTCAP2 EFHB METAP1 SUN1 ZHX1 STOML2 VDAC2 METTL17 USP54 ZNF3 PHB SP2 SETD5 SERINC2 GFM1 TNIP2 SLC25A6 TM4SF1 PWWP2A PGAM1 TRIB1 ZNHIT2 PSMD2 PARL CCDC71 GBA EXOSC4 YOD1 CUEDC1 FAM83H TMEM198B UBE2G2 UBALD2 PARPBP CENATAC CMC1 BLOC1S2 ZGPAT MTCO3P12 GPATCH3 VTRNA1-2 IQANK1 MIR584 MT-TF MT-TT MT-RNR1 RPL12P38 FAM185BP CROCCP2 ZNF341-AS1 LIX1L-AS1 RPSAP31 NME1 TM4SF1-AS1 MRPL20 LINC02380 SMIM31 LINC01596 OTUD6B-AS1 LINC01151 AP002495.1 CENATAC-DT POLG2 PRANCR ZHX1-C8orf76 THCAT158 AC018521.5 RBM8A TXNIP ESPNP TIMMDC1-DT PAX6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX6_TARGET_GENES STPG1 RAD52 VPS50 UPP2 AASS PKD1 FAM76A MLXIPL SYT7 MAP4K5 ZFP64 NRXN3 CPS1 CCDC28A HSD17B6 PNPLA6 RETSAT EPHA3 TPR CP ARID1B DKK3 USE1 MSH4 RIOK2 PARP12 SNRNP40 MON2 VMP1 RNF4 MYLK PPP2R5A DIP2B KDM4A POLR1H MSANTD3 RHOA HDAC4 IFT80 PIGB RAB27A SMG6 TCF3 MBD3 UBE2D1 RHOBTB1 CLASP1 TXK GTSE1 ZNF37A SART3 RARB EXOSC5 MCCC1 RIF1 AP4E1 GSK3B PALB2 CYLD REST ATG16L1 USP40 ADD1 AURKA DDX18 FKBP1A SIRT4 CHGB ZNF302 DHX32 GLG1 PLEKHG2 CCDC80 SNAP23 MYL6 COMT SEC22C HOOK2 KCNK16 HSP90AB1 IFT74 IZUMO4 GADD45B SNU13 POLDIP3 TIMP3 MIEF1 TNRC6B VCPKMT PABPN1 EMC9 SGK2 HNF4A PABPC1L CSTF1 DIDO1 GID8 NKAIN4 KIF3B SMAD7 TBL1X SLC35A2 CAB39L INTS6 LONP2 HAS3 CCP110 CSK RAB11A EHD4 ZNF106 BMF INTS9 EIF3E SNX16 CLPTM1 PPP1R37 PIH1D1 TLE6 RAB3D TMEM205 SIPA1L3 LFNG SSBP1 MEST EIF3A SPOCK2 CCSER2 LARP4B EDRF1 XPNPEP1 RPL19 UTP6 DDX5 MLX MAP2K6 INPP4B GAB1 CLCN3 OSBP PDHX SOX6 GTF2H3 EIF2B1 COPZ1 C12orf57 LPCAT3 RIC8B GCNT2 PPARD RPS12 TFEB SRF HMGCR BTNL8 PDE4D TTC33 SMC4 HGD USP4 UMPS NKTR MOB1A KANSL3 SF3B6 NRBP1 PDE1A INO80B TLX2 CCDC88A FANCL STAT1 ELMOD3 TXNDC9 HDLBP GORASP2 SRSF7 RND3 EPAS1 ASH1L SMG7 MRPS15 UAP1 RBBP5 PRDX1 VAMP4 MAN1C1 DHDDS NSL1 KMT2A SGK1 RAB3GAP2 UBN1 DYNC2I2 PHF19 SLC46A2 KDSR ZBTB45 CNRIP1 IDE GPAM WDR11 MRPS14 SERP1 CLU ZNF549 ZCCHC17 ZSCAN20 LRIF1 MTERF4 ODF2L ITPR2 HJURP AMD1 LPGAT1 EXOSC9 NAGK SYMPK FOXA2 STK35 MMP24OS EMG1 METTL25 POR DOCK4 LSM8 CDHR3 PRKRIP1 VGF CCDC136 INO80 IVD ANAPC13 CD68 LRRC6 TTI2 INS-IGF2 TOMM40 GDF15 TAF4 OSBPL2 MED18 ZNF317 RBM39 ZNF141 SLC34A1 LRRC41 UTP3 RGS22 ANKEF1 BTBD3 TOE1 MUTYH MYH10 DCLK1 EPSTI1 FAM104A HSPBP1 WDR74 PDZD2 E2F5 CCDC59 RRAS2 CCNB1 MEIS2 CCNH FHOD3 MSI1 TES PRR5L ZC3H10 ACVR1B MAP7 CD164 USP15 KIAA1614 NPL EIF4E2 SETDB2 IGF2BP3 AOAH RSAD1 ERMN TANK STXBP1 KIF12 FOXP4 FRS3 TCF19 FLOT1 MTCH1 VARS2 NUMA1 SYTL2 TGS1 TRIM29 SLC37A4 RDX SLTM NUSAP1 KNL1 HAUS2 GIPC2 RASGEF1B SEC31A CCNG2 GSTCD INTS12 MTTP KIF21A PRICKLE1 PHLDA1 TARBP2 ESYT1 WDR89 TCF12 GLYR1 MARVELD3 COPS3 SS18 WRAP53 MBD1 DPP9 FHAD1 PLK4 MTF2 RXRG TMCO1 NUF2 RGS5 TARS2 ANP32E JTB RPS27A ZNF385B UBR3 CCDC150 UNC80 CNTN4 PHLDB2 IGSF11 SRPRB EIF2A TCTA EIF2B5 ECE2 GC TRMT10A ANK2 ARHGAP26 DDX46 TENM2 MTFR2 ARMT1 MDH2 DENND2A OGT HMBOX1 ST18 SYBU LRP12 ALAD TAF5 TUT1 APIP INCENP CDH22 CDH8 TMEM218 CENPU SAV1 CACUL1 SCHIP1 RABGAP1L GEMIN6 ATP5F1A FAM151B TADA1 ZNF547 CCNO RAB3C CAST ING1 CNKSR3 DGKE HS2ST1 MSI2 C4orf19 MIA3 ATP5MC3 ELOC VOPP1 RHOC CNOT8 SAXO1 RRAGA RMND1 EEF1A1 ODR4 DHRS4 IL34 TAB3 LDLRAP1 TAOK1 CRTC2 TUBA3FP PCYT1A JOSD2 SYCE2 SSTR5 ADCY9 NOL9 GMEB1 DNAJB4 IER5 CNST CLHC1 GNPDA2 CGGBP1 HIPK1 TEX55 ELF3 TMEM79 NFASC FABP1 GTPBP8 C4orf36 PTX3 HESX1 RBM47 U2SURP MTHFD2L ZC3H12A ABLIM2 BDH2 BSN ANKRA2 UTP15 CITED2 DAGLB HEY1 OTX2 TAF1D SVOP API5 ARIH1 ATP9B RPL27A TMEM41B NAV2 DCTN5 GREM1 ENDOG FBXO22 CDK12 VKORC1 MIDN RPL13 TP53I13 LENG8 NXN SRP68 TMEM68 SLC3A2 C2CD3 ULK4 SAC3D1 DDIT4 GLYCTK ACOX2 HEXIM2 STAT3 USP39 MAT2A HNRNPH1 VXN UGP2 UBB FRMPD2 EMB RNF139 PRKCE TADA3 TMEM126B TMEM37 UGT2B7 ESCO2 KRT15 PTGER4 TRAPPC12 RPS21 MOB3A ID4 DPAGT1 ALG14 C2CD2L MAB21L4 AFF1 PSME3IP1 NBEA ADAMTS20 INSM1 UQCRH ZNF791 ZBTB4 SNHG11 SNAPC5 C12orf76 PDZK1 DNAH12 YIF1A NDUFA11 RAB1B SNHG29 ATG13 GRAMD2A EIF3F PCSK1 SART1 ALG10B TMEM70 RPS6KB2 RMI2 ATAD5 ZSCAN2 RNPEP WDR25 CNTD1 RMDN1 THAP4 AP000679.1 FBXO46 TIMM22 GBA KCNJ10 BOLA1 SELENOW C3orf38 TMTC2 RAD23A C1orf194 LYNX1 ZNF609 HARBI1 S1PR5 CLRN3 ZNF443 CAPS2 SCRIB RPH3AL POLR2A ZNF329 SNRPE TMEM259 CYB5D1 ANXA2 C11orf54 CEP63 NAA38 ABAT DDX41 SELENOF CCDC159 SF3A3 LRTOMT UBE2F C22orf46 TM2D3 WDR27 KRBA2 INTS5 ZBTB37 ARL15 SP1 SLC51B HEXIM1 TEAD1 SHTN1 DHRS4L2 ZNF490 TUBB4B HMX3 SNTN FAM47E ZNF250 SUPT5H PTPN1 THEM5 MYL6B IPO4 TCF4 SDHAF3 ILRUN ARID5A WDR5B NOL4L SYNGAP1 VEPH1 KCNMB2 EOLA1 ZNF181 PRIM1 ZBTB14 TMEM229B HSD17B11 RPL23A ZNF26 YTHDF2 TAFA2 MTCO3P12 BRINP2 ZNF277 MT-ND1 APRT SOWAHA SMG5 MIR302C RNU4-1 RNU6-450P LINC02408 LINC00970 COX20 TATDN3 SNHG5 STK19 DXO SNHG32 CCHCR1 DHX16 PRR3 DDR1 ZNRD1ASP TRIQK AC004980.1 RGL3 LCMT1 SNORA57 MT-TL1 MT-TF MT-TP DIO2 MT-RNR1 IGLV7-46 CFAP45 SRA1 DDAH2 GTF2H4 DDX47 LINC02418 ALG3 PPME1 CSKMT ARHGEF28 PHB2 LINC00680 DHRS4-AS1 NPEPL1 NBPF1 FAM228B RNU6ATAC TIGD1 RNU2-2P LINC01767 EDRF1-DT BCAR3-AS1 TMCO1-AS1 TANK-AS1 LINC01716 DHRS4L1 PIGBOS1 PRICKLE2-AS3 PDZPH1P WDR11-AS1 FAM155A-IT1 RPL7P6 MRLN LINC01515 LINC01320 FAM174C WEE2-AS1 LPGAT1-AS1 CCDC192 SGO1-AS1 SMG7-AS1 PLCE1-AS2 AC016876.1 LINC01719 LINC01137 TRIM26 IFT74-AS1 ELF3-AS1 GAS5 ZSCAN31 HIPK1-AS1 GPC5-AS1 INTS6-AS1 MLIP-IT1 CREB3L2-AS1 ATP5PFP1 IDI1P1 LINC01625 AC091390.3 RPL21P42 RN7SL209P TDGF1 ARPC4 LINC00893 CRYZL2P SKINT1L LINC00870 RNF139-AS1 LINC02447 NEAT1 MIR4458HG BCKDHA MIR302CHG ARPC4-TTLL3 MALAT1 SCARNA20 AC091182.1 BUD31P1 LINC01484 CRYZL2P-SEC16B INS POLR2M SNHG1 TRAPPC2B POLG2 ADGRA1-AS1 CEP95 UBE2F-SCLY AL096869.2 CTXND1 LINC01833 AC010601.1 LCMT1-AS1 AC011773.4 TMEM202-AS1 TUBB8 SCRT1 SSTR5-AS1 DLGAP1-AS2 AC009121.3 MIR4259 GAPLINC LINC00663 ZNF56 AC016168.2 EGLN2 IER3-AS1 ILRUN-AS1 DAP-DT EIF2B5-DT ZNHIT3 INO80B-WBP1 SNORD25 AATF H3C1 SNORD26 GTSE1-DT RNVU1-28 SNORD3D DDX52 RNVU1-2A C11orf98 H4C2 H3C10 MIR5087 HMGB2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HMGB2_TARGET_GENES IFRD1 RABGAP1 CALCOCO1 PRKCH ARID1B NDC1 MAP3K13 SEMA3A RAB7A TIGAR TRPM3 AGBL5 HADHA DZANK1 SPAG7 SUCO TMED1 PES1 VTI1B CEP128 CEP76 PIN4 HCFC1R1 CACTIN CARD8 RASIP1 PDAP1 SEC61B CCSER2 GOSR2 EFTUD2 RAPGEF2 MGP ARHGDIB SUDS3 RWDD1 SRSF3 RPS12 HSPA9 SKP1 IQCG SSR3 FOXP1 STAM2 CCT4 FARSB IPO13 DARS2 NDUFB3 ALG2 ATAD2B TEK CENPL PROSER1 SLC35B1 TMEM156 RPL21 DAW1 ZNF576 MRPS7 GGA3 NUP85 NCLN SNRPN ACTR10 TRIM22 ZRANB2 POLR3F FLOT1 C6orf52 KNL1 RABGGTB HADHB BMPR1B SEPTIN11 TPM1 MBTPS1 RGS5 PRCC PI4KB NVL RPS27A MEIS1 RABL2A TBCK SRD5A1 ARHGAP26 FARS2 NFIB GPR107 SLX4IP C4orf33 NR3C2 MBNL1 NUP205 ADAMTS3 BACH1 AXDND1 CLHC1 STK36 SUCLG1 PTX3 TMEM144 ICE1 DLC1 TTC8 VDAC2 ZFYVE1 IFTAP BLCAP ATP5MG NXN C19orf48 CMAHP TM4SF1 ZPLD1 UBE2E1 BANP COMMD1 CKS1B PSMD1 MRPL11 CHD9 TBL1XR1 ADAMTSL1 ALOXE3 ANXA2 RPL35A SELENOF RPL23AP82 EIF4ENIF1 AP3M1 WASH3P RPS23 COL4A5 ZNF383 NDUFA4 SF3B3 TCF4 ZSCAN26 DDX39B ARHGAP11A INSYN2B DCTN1 MT-TP TSN MIR99AHG MIR3681HG ETV7-AS1 SRRM5 LINC02577 COMETT GORAB-AS1 CYP1B1-AS1 DDX39B-AS1 LINC01358 LINC02029 MUC20-OT1 PSMD6-AS1 WDR92 RPS26P43 ZNF585B LINC02458 AC044802.1 BCKDHA NAV2-IT1 ATP5MFP4 LINC02366 LINC02310 STAM-AS1 PECAM1 AC005670.1 GAS5-AS1 GIMAP1-GIMAP5 CASP10 VPS50 SAMD4A ZNF839 NSUN2 CP GINM1 CS TBC1D1 LRRC40 NUCKS1 SMG6 DHRS9 ANKRD13A TPD52 EXOSC5 RUNX1T1 FKBP7 REXO1 RABL2B ZNF510 ITGB5 MAPKAPK5 MRPS33 G2E3 PACSIN2 ST13 PSMA3 SMAD7 VSIG1 KLHL4 COG4 BUD31 RHEB SMURF2 PPP6R3 EIF4G2 PTGES3 NCOA7 PPWD1 SMC4 PLSCR4 KDM3A IL1RL1 COX7A2L PNO1 BCL9 TSNAX RGS4 RBBP5 TNFSF4 KMT2A MREG SPCS2 UCHL3 NEK6 GORAB UFM1 PLS1 TNFRSF10B CRY2 CALD1 ZC3H13 CSE1L EMC3 DDX31 UROD TNFRSF19 POT1 PDE11A PSMG2 DIAPH1 THOC6 RIN2 STARD13 DTNA NREP ANXA1 CAPRIN1 TSPAN31 HNRNPA1 GNS DYNC1LI2 STAM SMC2 RSL24D1 FAM13A ETV6 BBS4 NME7 DCAF6 UCK2 NUF2 ANP32E INTS7 NFKBIZ NCEH1 PPIP5K2 TRIM41 GINS4 UBE3B CSNK1G3 UPF2 PTPRR HS2ST1 TBRG1 FAM126B RRAGA VPS37A ADK SUPV3L1 FRRS1 TSC22D3 ERG EMSY OR10J6P PLXDC1 PRPSAP1 RNF25 RPL9 LZTFL1 AIMP1 OTUD4 ERAP1 RPS14 TAF1D CIAO2A CCDC103 IRGQ SLC35G2 CXCL8 PCBP1 ELOVL6 AKAP13 NCBP2L DNAJC24 FEZ2 ENC1 NME6 SLFN12 FRMD3 ISG20 VCPIP1 MRPS22 PCSK1 RBIS RUFY1 SEC24C TGIF1 ZNF620 BOLA1 PCBP1-AS1 LINC00652 RCC1 RNF182 TDGF1P2 CA13 BCR AC091057.1 NHLRC3 XPNPEP3 ANAPC7 METTL9 BLM COL4A6 ZNF335 CTNND1 COPS8 MTCO3P12 BHLHB9 VTRNA1-1 HLA-DMA VARS1 BAG6 PPP1R11 C2CD4B MT-TF MT-RNR1 GIMAP1 LYRM4 C19orf38 FAM187A PEX26 SLC25A5P7 RNU2-17P LINC00475 PRICKLE2-AS3 ST7-AS2 LINC01132 ZRANB2-AS2 TEX53 MANCR CAVIN2-AS1 LINC02530 MAPKAPK5-AS1 EPCAM-DT RNU7-88P RPL23AP7 TM4SF1-AS1 RPL7P41 PRKAR2B-AS1 DIAPH1-AS1 AC131254.1 LINC02742 SLC7A11-AS1 RNU6-1299P RN7SKP11 MINCR LINC02324 MIR100HG ZNF225 POLG2 ZNF271P CEP95 LINC02332 GAN MIR4258 TSNAX-DISC1 TAF15 IER3-AS1 LINC02098 LINC00653 H3C6 LINC02340 DUSP14 MIR7111 MAPK3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MAPK3_TARGET_GENES ERCC1 GRAMD1B VMP1 EPN1 ABCA7 PKM FOSL2 ACTB KIF22 MFSD11 HOOK2 IKBKB HSPA8 SOD2 NR4A1 NUP214 CD68 SAT1 LDLR DNAJB1 TPT1 SLC38A2 FLOT1 MAN2C1 IGF1R SAMD1 RPL13A SLC20A1 ING1 EEF1A1 RPL8 ZC3H12A B2M TPM4 MIDN TTC21A MAT2A RBM4 C5orf24 ACTG1 H2AC20 H2BC21 PPIA SNORA31 SNORD32A ADAMTSL4-AS1 SNORD12 SNORD12B EXOSC6 FLJ31356 GPX1 B4GALT1-AS1 GAS5 RGL2 SNORD4B PPP1R35-AS1 MALAT1 AC083973.1 AC025031.2 MIR3143 IER3-AS1 SNORA44 SNORD65 C11orf98 MIR5087 RPA1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RPA1_TARGET_GENES GRN SEZ6 GTPBP1 BRF2 SLC11A2 DNAJC16 PRRG2 TOMM40 YIPF2 RPA1 NOSIP SF1 MCRIP2 TMEM102 VTRNA1-1 VTRNA1-2 VTRNA1-3 MT-TE MT-TP SACM1L ZNF580 AC141586.1 LIMD1-AS1 AARSD1 AP001462.1 POLR3E AGBL5 P2RX6 CCDC130 TGFB1 ZNF574 METTL26 LRP3 CASP9 TMEM91 TIMM29 RSU1 CSNK1G3 HTR5A TUBA3FP ZNF581 MIR7-3HG MT-ND6 MTCO3P12 RNVU1-15 MT-TL1 MT-TF MT-TR MT-TT MT-RNR1 MT-ND4L LINC00431 SNAP25-AS1 LINC01513 PDCD6 SCRT1 PSMB5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PSMB5_TARGET_GENES PAF1 RPS20 ABHD5 ANLN CD44 TMSB10 MPHOSPH9 SLC2A3 MED29 PKM PABPC1 WDR1 CLASP1 SLC25A3 FSCN1 ACTB ZCWPW1 HSP90AA1 DNAJA1 PPP1R15A FTL RPLP0 FUS SLC9A1 MYL6 MFSD11 HSP90AB1 CIRBP MKNK2 LGALS1 RPL3 CDC25B INTS6 ASF1B SLC1A5 SERPINE1 DKK1 UBE2S RPL28 NUFIP2 DDX5 COL1A1 WSB1 HSPA8 GAPDH TPI1 SRSF3 RPS12 C6orf62 VEGFA STC2 ID2 SRSF7 RND3 GADD45A UAP1 PRDX1 PIK3R3 RSRP1 STMN1 SGK1 CCN2 PPP1R3C DUSP1 FAM53C TRIM25 CBX3 HNRNPA2B1 TWIST1 TUBA1B CKS2 SDC4 SRSF6 ZNFX1 AHNAK ID1 KLF2 ZFP36 ATF4 HEATR5A TAF4 C12orf65 TRAF7 H3-3B KHDC4 SLC38A2 LDHA EMP1 CEMIP2 APTX IER3 THBS1 RPLP1 GTF2B RABGGTB CHRNA1 VAMP1 TPM1 RPS2 TOB1 PMAIP1 RPL13A CCN1 TUFT1 MCL1 RHOB CALM2 SLC20A1 RPL32 NFKBIZ PLK2 MEPCE RBMX RPL10 LRSAM1 ADM TMEM138 MRPL49 FAU ALDOA UBC GEMIN6 ZFP36L2 ADAMTS1 SLC16A1 EEF1A1 EIF4A2 CDC25C H4C8 PPP1R15B ADAMTS4 NDUFS2 BTG2 S100A1 ANO10 LMNA SRSF2 CYB561A3 NXF1 ATF3 IER5 CCNL1 H2AZ1 CITED2 TUBA1A TUBA1C EEF2 FTH1 SLC3A2 RPSA SETD5 VASN DDIT4 H1-4 POLR3D GDNF MAT2A HNRNPH1 MT1E UBB PA2G4 ARL6IP1 KBTBD2 RPS9 JUNB RRM2 CYCS ID4 AFF1 SLFN11 CFL1 PPP1R14B NABP1 EIF1 ZBTB4 SNHG29 ARL4D ZFAS1 POLR2L RPS27 IMPDH2 NDUFAF3 DALRD3 CALR RCC1 H2AC6 H2BC4 NPM1 POLR2A PHLDA2 TOB2 ACTG1 H2AC20 H2BC21 H2BC13 ZBTB37 ARL15 PTMA H1-2 TUBB4B IER5L H2AX JPT1 S100A13 H2AC13 H2AC7 FLNA H4C3 DYNC1H1 H3C12 HNRNPAB SPTAN1 RPS26 H4-16 H2BC12 S100A6 RPL12 TPM2 CALM1 RPL10A PNP SNORD104 RNU4-1 SNORD48 SNHG5 BRD2 SNHG32 HSPA1B MRPS18B PPP1R10 TMSB4X THUMPD3-AS1 SNORA57 SNORD45C SNORD60 SNORD101 RNVU1-14 MIR191 MIR320A SNORD12C TSPAN4 CSKMT DDX3X H2BC16P H2AC10P SLC16A1-AS1 TOB1-AS1 SNHG15 SNHG7 LINC01136 RPS28 GAS5 ID2-AS1 PRKG1-AS1 INTS6-AS1 SNORD54 SNHG3 H2AZ1-DT GDNF-AS1 AL139353.2 MALAT1 CERNA3 SNHG9 SNHG1 PXN-AS1 PPP1R14B-AS1 CEP95 TUBB3 AL596325.1 NORAD SNHG19 MIR4522 SNORD43 SNORD3A RNU4ATAC MIR3153 MIR3190 MIR5188 MIR3143 SNHG25 AC022098.1 AC020911.2 NDUFA7 MIR222HG SNORA78 H2BC17 RNU11 H2AC12 SNORD25 SNORD50B H3C1 SNORD27 SNORD26 H2AC16 SNORD49B SNORA9 H2BC7 SNORD49A SNORA50C RNVU1-28 SCARNA2 H2BC10 C11orf98 H2AC17 H3C10 AP003733.3 LINC01126 MSX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MSX1_TARGET_GENES SCYL3 SKAP2 CCDC124 IL20RA AGPS BCLAF1 SLC39A9 ZZZ3 TPR R3HDM1 LTBP1 RC3H2 VMP1 IFT80 PFN2 SRI FKBP7 MEF2C FAM135A ITGB5 HUWE1 ERGIC2 DLD GEMIN2 NXPE1 PSMD5 CDC5L ERH PNN KLF5 HOMER2 DUS4L OGDH TSPAN12 DNMBP XPNPEP1 RNF43 COQ5 TDP2 MAPK14 QKI HMGCR PPP2CA HMGXB3 SMC4 IQCG ITGB6 IFIH1 GCA WDR77 ATP5PB FBXL5 SMNDC1 MRPS14 KIAA1217 TARDBP BCL2L14 ZRANB3 RPL21 SEPTIN7 NLN TTC21B PFKFB2 SLC17A1 METTL16 STYXL1 OSGEPL1 INO80 DUT ZNF317 RBM39 ZFC3H1 MAP3K7 PRR5L CEP350 TANK RPS6 YIPF3 CREBZF GIPC2 DBR1 TMOD3 PPCDC USO1 EGF DENR RBM26 SLC38A6 HMG20A KATNB1 BCAS3 RPS11 STRIP1 MPC2 DCAF6 HSPD1 MDH2 TMEM209 POLR3A ARID5B HNMT SLC7A11 TMEM18 DST SRP19 CETN3 MPPE1 CFAP70 CLDN12 MEGF11 EFCAB14 MPZL3 CLPB FUBP1 DNAJB4 RBM15 SMARCAD1 TMEM79 SNHG16 ERAP1 TLR3 PDSS2 COG5 ZNF704 SUN1 YWHAZ SKA3 COX11 STXBP4 USP54 CDK12 SETD5 CEP120 RAMAC ATF7 RPS9 POLR1C ENC1 DRC3 COQ2 MRPL57 GLRX THAP2 PEAK1 ZWILCH RPL4 DCTN2 ANKS4B LINC00476 TOM1L2 WSB2 IMP3 HMGN2P46 YOD1 LINC02363 ERCC6L2 CYB5D1 RPL35A NAA38 MACC1 ANKFY1 SRSF10 FAM47E SLC30A10 ENTPD4 MBP LEKR1 C6orf89 SMG5 RNU5E-1 RNU1-134P NXPE2 SERPINB5 RNU6-952P GAPDHP25 AC025171.2 RPL17-C18orf32 H3C9P HCG14 SEPTIN7-DT LINC02038 CCDC192 MANCR AC005083.1 FAM200B C1orf226 YAE1 DRAIC AC096746.1 PSME2P3 AC145146.1 OSGEPL1-AS1 HOXA-AS3 RPL17 NCOA4 ATF7-NPFF SNORD58B AC010240.3 SNORD1C LINC02340 TUBGCP5 BTG3-AS1 SMARCA1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SMARCA1_TARGET_GENES PAX6 RPUSD1 VEZT ARID4A PEX3 DEPDC1B TIMP2 SNX29 FOXN3 PHPT1 POU1F1 ACADVL DNM2 TTC39A UIMC1 DNAJB11 CD276 ADAP1 PLGRKT BMPR1A RNF43 VPS29 PPARD PCDHB15 HSPE1 CNPPD1 KLHL12 SSX2IP CASQ2 KANSL1 HSPH1 SOCS2 STX16 SLC25A23 CAPNS1 CHTF18 NGDN ARPC1B RFX1 TRIM21 PRKAA1 TBX3 SNX14 MAP7 SLC41A2 TACO1 RNF121 HERC5 ARMH4 ARRDC4 DOP1B MAP3K6 HSPD1 VGLL4 RETREG2 IQGAP2 N4BP3 TACC1 RAD9B LRGUK RHPN1 ERICH6 CITED2 ORC5 YWHAZ IDH3A COG1 STAT6 SLC43A2 KLK2 DDB1 MAP4K2 STIP1 COL3A1 FEM1B NUDT9 CYP4F11 KLF11 SMARCC1 KLC2 SMAD2 ALG10B ACSF3 NAALADL2 BOLA1 ZNF664 SHARPIN MAF1 FGD6 EHMT1 DIPK2A TOB2 H2AC21 TMEM121 P4HB FOXD3 TUBB4B BSX ADAT2 EPHB4 ZNF252P H4C3 H4-16 MTCO3P12 MT-ND5 MT-ND4 RNY1P11 MAFB MIR638 MT-TR MT-ND4L KANSL1-AS1 FAM66B AL451074.1 CCDC183-AS1 AL669831.3 FOXD3-AS1 H2BC15 WWP1P1 OR2A1-AS1 LINC01596 AP002495.1 STX16-NPEPL1 PSMA3-AS1 CUX1 TXNIP HSPE1-MOB4 CHASERR H2AC15 DUSP14 MIR4477A TADA2A H4C5 VWA8-AS1 H4C2 EBLN3P MZF1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MZF1_TARGET_GENES ANKIB1 KRIT1 M6PR CFLAR POLDIP2 ST7 REXO5 SPPL2B FBXL3 OSBPL7 TMEM132A DLX6 KDM7A IFRD1 ST7L MPND ZNF207 NCAPD2 MRC2 APBA3 LARS2 PLAUR POLR3B CAPN1 ACP3 MDH1 MATR3 GLT8D1 RUFY3 WWTR1 NRXN3 AQR ZNF839 GRAMD1B BIRC3 STRAP VIM VRK2 RABEP1 RANBP3 ALG1 SH3YL1 DEPDC1B TBC1D23 VCAN RAI14 PNKP PHF23 PARP3 TNC RETSAT EPHA3 GEMIN8 TPR LTBP1 LETMD1 BCAR1 ANAPC4 ARID4B ITIH4 PHF21B PKP2 ATG5 DNAJC25 HDAC7 GPBP1 POLD1 U2AF2 INTS13 TM7SF3 TNPO3 DDX20 GNAI3 ERBB3 COL17A1 TLE2 MTHFD2 ELOVL1 MSANTD3 PLPP1 NEO1 PKM TP53BP1 RHOA CBFB KIF2A ERLEC1 PITX1 LRP6 ARHGAP10 STK10 PVR ADAM11 TEAD2 NUAK1 DPP8 SLC24A1 ANO8 SRI SEMA3A FOSL2 PLD1 KIFAP3 RAP1GAP CTTNBP2 PPP1R12B DNAJC10 JADE1 MCCC1 CBFA2T2 PKD2L2 MKNK1 RAPGEF3 SENP1 KIF22 PGM1 MOXD1 SESN1 CNOT4 HSP90AA1 UBA5 JMJD4 CADPS2 FAM135A COL19A1 COBLL1 NFE2L1 ERC1 TDRD3 SMAP2 ZMPSTE24 BCORL1 MECOM AQP6 DIMT1 IPO11 EPDR1 TRIP6 DNM1L RFX2 CNOT3 KHSRP PDRG1 ZNF343 ANAPC5 MLF2 LTBP4 MRPS33 P3H2 USP48 NRCAM ITGA6 ALKBH5 ZFHX4 TMEM101 SCFD1 GEMIN2 TRPM7 DPYSL2 ECHDC1 DHPS CREM NUBP2 SRPK1 HNRNPH3 JAK2 CDC7 PCSK5 RAB18 NRP1 MACROH2A2 MZF1 OCEL1 CABIN1 CARD10 CBY1 JOSD1 CYB5R3 TNRC6B RBM23 GNPNAT1 PIGH PSMA3 DAAM1 SIX4 ARHGAP5 SRP54 DCAF11 RABGGTA GINS1 NFATC2 PABPC1L ADNP JAG1 CHMP4B SMAD7 ANKRD12 STAG2 PLS3 RBBP7 USP11 PIN4 NDFIP2 ARL2BP HCFC1R1 NPRL3 NAGPA MAZ RNF40 HERC1 RAB11A CEP152 GABPB1 EYA1 MTMR9 MAP4K1 CD37 DKKL1 OAZ1 TRMT1 POP4 CCNE1 GPI TBCB POLR2I SLC1A5 FZR1 ICAM4 PTPRS SYNGR4 LIG1 PPP2R1A PRPF31 TFPT ISYNA1 SMG9 PMPCB HBP1 CBLL1 CAV1 HOXA3 TSPAN12 SSBP1 CHCHD2 PTCD1 NUDT1 MOSPD3 RBM28 CHCHD3 GLI3 TMEM248 PRKAG2 YKT6 SEC61B AKNA ABHD17B RAB11FIP2 TRDMT1 BCCIP UBTF RNF43 TRIM37 KPNB1 CCDC47 DRG2 B9D1 C17orf75 NAGLU DLX4 MRPL27 HDAC5 RAB34 PHF12 SEPSECS FBXW7 STIM2 SNX15 LPXN EIF4G2 UBE4A SLC1A2 RPS13 PSMD9 P3H3 PPFIBP1 PRPF40B PRDM4 VPS29 MANSC1 OGFOD2 DDX55 COPZ1 CNOT2 TIMELESS MRPL51 NOP2 ENO2 LDHB COX6A1 FGFR1OP2 GCNT2 SMIM8 FAM184A HDDC2 UST ULBP1 MCM3 MDGA1 FBXO9 BACH2 CAP2 CCNC MED23 WASF1 RPS12 GMNN EYA4 QKI CCND3 BICRAL TMCO6 CERT1 RNF130 TTC1 LMNB1 SUB1 IRX4 LNPEP PDE4D RAD1 BRIX1 NUP155 TRIM23 TRAPPC13 C9 TTC33 CSNK1A1 ATP6V0E1 CRBN UBE3A ARMC8 CEP70 NPRL2 CYB561D2 BBX IQCG FRMD4B HEMK1 RRP9 SPCS1 NCL ACTR3 ACVR1 ASB3 PCGF1 RTN4 ELMOD3 HSPE1 CNPPD1 TAF1B SLC25A12 AAK1 CACYBP SCP2 TCEANC2 QSOX1 SFPQ C1orf21 DNAJC6 SMG7 RO60 UCHL5 MAP7D1 MTR ETV3 CDK18 RAB29 CD46 APH1A ATP6V0B B4GALT2 PIK3R3 RPS6KA1 DHDDS ARID1A CENPF STX12 POLR1G DDX59 NRP2 KLF7 ATP10B ANKRD13C CCNI RAB3GAP2 CCND2 ELL2 CYP20A1 SET PTPA ALG2 VPS4B ZBTB45 TTLL5 ESRRB SUPT7L ATL2 FAM98A CNRIP1 CNNM1 MXI1 WDR11 CRHR1 HOXB3 KCNJ5 TGFBI SIL1 NR2C1 GLT8D2 COPS5 TRIM25 TSHZ3 KHDRBS1 TMEM39B LIAS POLK FLT3 MTERF4 MRPS2 PMS2 SEPTIN7 NT5C3A ARL4A MRM2 DDX54 ITPR2 ACOT9 ORMDL2 TTC21B B9D2 COQ8B PFKFB2 MXD4 CHPF PARD6B STX16 NAGK XPO5 RAB17 EMC3 CNOT1 MIF4GD TNFSF9 TRIP10 EML2 VASP GZF1 NRSN2 PCSK2 TBC1D20 NCLN ZNF436 AGO3 PCID2 BECN1 ZNF384 RHOJ DLGAP5 PLEKHG3 YEATS4 CHTF18 SMARCA4 KDM4B AKAP9 GNAI1 ZFP36 EMC4 ATP6V1F HOXD3 HOXD11 TTBK2 ALDH1A2 CLN6 THAP10 SUMF2 PALLD SPCS3 CD68 AJUBA PARP2 TTI2 SGO1 TOMM40 SAFB2 GTPBP3 DDA1 LSM7 NDUFA10 CEP85 UBE2M TRIM28 METTL26 SESN2 CCDC62 DNMT1 RBM39 RBSN KCNC3 MGAT1 PSME3 EXOC4 ACAP3 THOC6 ZSCAN5A LLGL1 PRKAA1 COQ3 TRIM47 EIF5A KDM6B NIP7 KHDC4 DCAF8 MMACHC ATP8A2 USPL1 PEMT CHIT1 CSNK1G2 PDZD2 SLC2A11 NTS C12orf29 KRAS ZFC3H1 ERG28 ELP3 CCNB1 CDK7 BHLHE40 DPH6 EMC7 PTGFRN ARF3 PLEKHA8P1 LDHA CYP2J2 RNF138 TIMM10 TPP2 ISCA1 TBX3 RINT1 SRPK2 MTO1 ADGRB3 AKIRIN2 PPP1R1A ACVR1B MDM2 MPHOSPH6 KCNK1 ABCB10 TAF5L PIGC COX5B REV1 TMEM127 USP44 WASHC4 VILL CHST12 NUP42 HUS1 ZFHX2 SRSF1 KCTD3 UGGT1 STAM ABI1 CDK5RAP2 FOXP4 GMPR TFAP2A BPHL FLOT1 SULF1 TGS1 YAP1 RDX CTDSPL2 PARP6 LRRC49 RMDN3 GCHFR THUMPD2 ATAD1 KIF11 ASCC1 DNA2 IDH1 USP8 SECISBP2L GLCE INTS14 ARHGAP24 HNRNPD SEC31A PRDM5 CCNG2 PPA2 FBN2 MAPK8IP3 KIF21A FGD4 KLRG1 SCAF11 LRIG3 DUSP6 RITA1 TARBP2 TMBIM6 WDFY2 VPS33A CUL4A WDR89 WARS1 NIPA2 SERF2 GTF2A2 TLE3 HMG20A SCAPER MAN2C1 ARRDC4 PIF1 BBS4 CCDC33 CELF6 UNC45A MCTP2 PARN COPS3 GFOD2 AFG3L2 GNAL GATA6 CSNK1D TBCD CEP131 CBX4 MAPK4 MBD1 SLC39A3 FEM1A RERE MAP3K6 NBPF3 ITGB3BP SERBP1 PTPRF LMO4 MTF2 GPR161 TIPRL UFC1 NUF2 RGS5 USP21 CRABP2 RGL1 ZNF687 SETDB1 MINDY1 CEP170 ACP1 SNAP47 CNIH3 LBR HNRNPLL RPS27A WDPCP ASXL2 CDCA7 HSPD1 NBEAL1 VGLL4 MARCHF4 SLC25A26 MED12L TCTA CAMK2D CBR4 NDUFS6 RPL37 RASA1 GIN1 PPIP5K2 FEM1C TRIM41 ABT1 TPBG RNF217 AIG1 ZMYM4 CREB5 TLK2 DOCK11 MFHAS1 PLPBP NSD3 MRPS28 RSPO2 CDKN2A REXO4 RSU1 DNAJB12 TCF7L2 GSTO1 ITPRIP SLC43A1 ARFGAP2 RPS3 CCDC15 CHEK1 FEZ1 SOGA1 ALDOA TLCD3B TMEM219 ARID5B TMEM218 DLAT FREM2 ABCB9 RAD9B TWF1 NUBPL EPS8 MFSD6 SAV1 DST BEND6 TIAL1 RABGAP1L MGAT5 UHMK1 ATG10 POC5 CAMK4 PFKM GJA1 PELO SAR1B TCTEX1D1 PANK1 UTRN PTPRK GGPS1 RAD17 CARHSP1 DAB2 ADPRHL1 CD8A CFDP1 TRIP12 FBXO36 CEBPG SREK1 CHD1 HS3ST3A1 OTULIN PITPNC1 ENPP3 TRIM11 ENAH MRPL39 EME1 ANKRD40 DBI ZKSCAN2 C9orf85 RBM45 TMEM237 RASA2 TMBIM4 MIDEAS GNAQ SH3RF2 MTERF3 PTDSS1 SUPV3L1 HK1 TYSND1 KAT6B TBC1D31 GALK2 BUB1B EIF4A2 SMG1 ODR4 PAXIP1 STEAP2 FZD1 ZNF19 CCNB2 FAM81A MYO1E ETS2 NCK1 ABHD3 CUL4B H4C8 KCNB1 DYNC1I1 PPP1R15B GPAT4 PAXBP1 GART SON RUNX1 MORC3 ADPGK ISL2 CCDC107 ZNF221 ZNF233 BSDC1 ZBTB8A PDXK CSTB RRP1 C9orf116 DEDD2 NEK8 TLCD1 SAFB RUSC1 FAM189B CCDC12 MRNIP SQSTM1 MAML1 FBXO27 PLXDC1 FDXR TMEM143 PLCD3 MED11 EIF4A1 SPSB3 CLPB UBXN1 SLC25A45 CZIB ACOT11 GMEB1 AK4 DNAJB4 ZNF281 ARPC5 DDR2 MEMO1 CLHC1 CGGBP1 CCT3 CIP2A EOMES NUAK2 PRKCI RPL22L1 PTX3 RPL9 SMIM14 MTHFD2L SLC4A1AP ELP6 PITX2 FAM160A1 PGGT1B CCDC112 CMBL F2RL1 WDR41 RHOBTB3 RICTOR TENT2 NSA2 GFM2 FOXQ1 DAGLB SLU7 RP9 ZNF12 DLC1 FMC1 YWHAZ TMEM65 PSIP1 C8orf34 NOL6 PIGO TSHR RPUSD4 FAAH2 PRPF18 NSD1 BMS1 NDRG2 ZFYVE1 CPSF2 AMOTL1 DPCD LARP6 ALKBH3 CCT2 ARIH1 CLMP TMEM100 USP54 RAG1 IFTAP RPL27A ZNF143 RIMKLB HSP90B1 ATF7IP2 SLFN5 STAT6 ATP23 SCG5 TSC22D4 CCDC178 MAP1A MARS1 NKX3-1 SGSM1 CERCAM RRM1 PRRT2 SMG8 JSRP1 CACNB3 TUBA1C SERTAD3 NFKBID ZNF526 NXN CD320 PRDX2 TK1 TMEM68 GHDC SRRM2 BEST1 TTC21A SETD5 RBPJ IRF2BP2 BMI1 CMAHP CDC40 ATXN2L LRP1B PKIG CXXC4 ZNF608 PPIC CEP120 CSNK1G1 CPT1C KCNAB1 CRADD METTL15 ZEB2 PCDH7 PUSL1 MYO7B ALCAM USP38 PDCD6IP CRTAP EMX2 KRT8 ELOVL6 POLH PPM1D GSTA4 MFN1 PRKCE ZDHHC16 EXOSC1 ZNF581 ZNF561 WIPF2 COL24A1 ENC1 GPHN TMEM51 GATM RPS7 ZNF217 DRC3 JMJD1C FRMD3 ISG20 MBOAT1 PAIP1 ZNF131 MCRIP2 FGGY BANP RAD9A EFEMP2 SLFN11 TMEM217 HOXC5 NBEA HPSE STOX2 TRIB1 GLIPR1L1 ZNRD2 CNP PLK3 GNG5 ADCY6 SNAPC5 CNTNAP2 DENND4A MSL2 FZD4 TRAF6 FAM131A HIGD2B SCUBE2 MCTP1 PAAF1 ERCC4 TOM1L2 NR2F1 ZBTB44-DT LYSMD3 FOXG1 LPCAT4 WDR25 RUFY1 BASP1 DSCAML1 ANO6 CHD9 TGIF1 C18orf32 HASPIN GBA CASC2 DNAJC28 HNRNPA0 TENM3-AS1 IMP3 STAP2 PDE4DIP DDX10 SH2B1 PLEC PLEKHM3 FAM220A COX14 SUZ12 EXOSC4 HYI EIF3K C3orf38 CCDC89 RAD23A CLK3 EIF3J-DT PIPOX LINC00652 PUF60 EMC3-AS1 SKIDA1 PSMG4 ZNF792 PITPNB DDX60L DIPK2A MACIR C5orf24 COA4 PRKAG1 GINS3 NOP10 PLCXD1 PGBD4 NPLOC4 TSHZ2 FES GLRX5 TSPAN10 ANXA2 C16orf72 RPL35A GPC6 ARHGEF37 CEP57L1 CCBE1 CCDC159 SF3A3 MEX3B TBK1 DNAH2 PTP4A2 H2AC21 CCSER1 H1-5 COPB2 FOXO4 PROS1 NUTM1 ZFP1 XPOT KRBA2 NDUFA12 FMNL1 FAM227A SIVA1 ANKS1B PRMT3 CDNF SMYD3 PBX1 SHC4 UBE2L3 BRWD1 MOSMO ZNF829 PTCH1 C2orf76 EDARADD BLOC1S4 BACE1 GNG2 UBE2H C17orf58 FSCN2 HEXIM1 ZDHHC17 PTMA HSPA14 TET3 FAM122A C6orf132 COL4A5 LINC00265 PLSCR1 H2AX RALGAPA2 UROS FSIP2 TMEM198 RPL14 NDUFA4 UBE2Q2P1 ZNF573 JPT1 C15orf61 PNRC2 HMGB1 CCDC189 TUBB SUPT3H NIF3L1 ZBTB44 CD55 SLC6A9 MAN2A2 XRCC2 TCF4 ZKSCAN5 ERI2 MAML3 FAM3C ANXA4 LAGE3 SERTAD1 ZNF398 PCBP2 PGAP1 ZNF165 SLC22A5 IPP MIB2 COL4A6 HHLA3 CR1L RPS26 ZNF780A FAM118B H4-16 ZNF181 NKIRAS1 MARCHF5 ZNF248 HIBCH DDX42 RPL23A TMEM116 ZKSCAN8 ASPH ZNF583 ZNF568 TMA16 TTC37 ABCA4 MTCO3P12 ZNF521 CIPC PRC1 RPL39 DZIP3 APRT MIR219A1 MIR129-2 RNU5A-1 RNU6-194P C6orf99 H2BC18 EFCAB7 GGTA1 LRRC37A5P DAXX BRD2 MICA HLA-C LINC02210 AC010624.1 GABBR1 MIR1915HG TTC25 IGFL4 SARNP CDPF1 GMNC C21orf62-AS1 HLA-A RNVU1-14 MIR615 MIR575 MT-TF MT-TW MT-RNR1 ZNF580 CFL1P4 TRIM59 COG8 CLIC1 RPS29 CENPBD1P1 GALT ITGA1 MYCBP TTC41P SOGA3 LINC02085 ARHGEF28 MSMP BASP1-AS1 HOMEZ TMEM242 TMEM167B CROCCP2 TENM3 NBPF1 EBF2 C6orf226 FAM200A FAM185A LINC01778 EXOSC6 CFL1P1 HCG14 LINC00365 LINC00240 NOL7 PRICKLE2-AS3 FTCDNL1 GAS1RR LINC01535 FSIP2-AS2 EPS15-AS1 LBX1-AS1 WDR11-AS1 STEAP2-AS1 LINC01515 WEE2-AS1 SEPTIN7-DT HYI-AS1 EMX2OS TPI1P2 ZNF341-AS1 DLG3-AS1 ANXA2P2 ZBED9 NDFIP2-AS1 GRHL3-AS1 AL121601.1 ZNF687-AS1 SMG7-AS1 MIR3936HG SNHG7 HOXB-AS3 GPX1 CAVIN2-AS1 CTXN2 FAM133B HLA-B FOXP4-AS1 AC104667.2 LINC02532 C12orf75 SMIM27 TTC28-AS1 MYCBP2-AS1 VLDLR-AS1 RNF217-AS1 LINC02814 PRMT5-AS1 AC092809.4 ZNF503-AS2 NR2F1-AS1 AL391832.2 SNORD42B RNU7-27P STIM2-AS1 ACAD11 PPIL3 LRRFIP1P1 RN7SL346P CDKN2B-AS1 AC093627.4 LINC00886 RN7SL521P MIF HOXA11-AS ARHGAP31-AS1 ATP5MF GUSBP2 AMACR FLNC-AS1 HLA-L LINC02044 TMEM199 DNAJC25-GNG10 ETV5 CD46P1 GABPB1-AS1 LINC02453 AC008393.1 CXXC4-AS1 DRAIC AC116535.1 FZD4-DT SNHG10 GPRC5D-AS1 SMURF2P1 ATP5MF-PTCD1 AC046134.2 IRX4-AS1 AC244502.1 THAP9-AS1 LMNB1-DT LINC02506 LINC00958 RASGRF2-AS1 RNU7-29P RNVU1-23 HOXA-AS2 HOXA-AS3 AP003068.2 STX16-NPEPL1 LY6G6E BRWD1-AS2 SBNO1-AS1 LINC01152 ITFG2-AS1 HMBS LINC02366 PGAM1P5 AC068888.1 FNTB ADCY6-DT AL132780.2 SRP54-AS1 AL121603.2 AC066612.1 AC025043.1 IQCH-AS1 AC124248.1 LINC00933 AL606760.3 AL050341.2 ZNRD2-AS1 AC092287.1 STAM-AS1 LINC01227 DOCK9-DT AC138304.1 LINC02136 AC010491.1 TMEM202-AS1 AC022167.4 LINC02210-CRHR1 AC025682.1 MIR4799 MIR548AL MIR4505 RN7SL525P SEC22B GATA6-AS1 LINC00663 AC067852.2 AP002449.1 AC011444.1 ZNF561-AS1 ZNF790-AS1 AC020911.2 ZNF56 AC006116.7 MIR4453HG HSPE1-MOB4 AL390955.2 AL445228.2 ANKRD34A IER3-AS1 NUDT3 HNRNPD-DT DCP1A LINC00653 AC009275.1 PAXIP1-DT RN7SL2 RNU11 PPP4R3B DACH1 RPPH1 MIR7845 BTG3-AS1 CCDC163 RN7SK AC068587.4 RBL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RBL1_TARGET_GENES RPS20 LARS2 POLR3E PDS5B PRMT5 CTCF MPDZ NDUFS7 GTF3C3 CD274 STX16 ANGPTL6 LDHA RNF138 KNL1 MAP1LC3B C11orf49 USP12 NDST2 PBK FBXO45 RTTN WDR53 SACM1L CERNA3 AC027682.1 AC124068.2 MIR4521 WIZ ZNF839 AGBL5 PLEKHG2 FBXO31 LTA4H PARP2 BCAR3 POLG CCDC107 AVEN RNASE11 VTRNA1-1 HCG14 LIMD1-AS1 USP12-AS2 LINC02453 PKD1P6 STX16-NPEPL1 AL132780.1 GTF2E2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GTF2E2_TARGET_GENES REXO5 AGK ST7L MYLIP RPS20 BTK MNAT1 AQR NR1H3 AGPAT4 MTREX HERPUD1 USE1 PIGV TNPO3 NFYC KLF6 DHX29 LRP6 CDC42 ING3 TFRC CLASP1 MKRN2 NRDC STK17B PPP1R15A FTL NSFL1C ANAPC5 RPLP0 FUS SLC9A1 PABPC4 ZC3HC1 CCDC80 MFSD11 COMT HSP90AB1 HNRNPH3 GADD45B BCL2L13 TOP3B POLDIP3 TRIP11 ADNP MYL12A INTS6 NFAT5 COG4 AAGAB IQCH TRIP4 CSPP1 CLASRP PIH1D1 OAZ1 CPED1 GARS1 COA1 EIF3A UBE2S MRPL27 DDX6 KCTD10 DDX55 C12orf57 SRSF3 RPS12 ARRDC3 SKP1 NR3C1 CSNK1A1 MRPL3 SRSF7 CAPZA1 SFPQ AKR1A1 PRDX1 ARID1A PPP1R8 ATF6 ANKRD13C GTF3C3 NEK9 SUPT7L DUSP1 FAM53C EGR1 COPS5 MTERF4 COPA DDX54 TUBA1B AMD1 H1-3 SNRPB TUBGCP3 AUNIP MPDU1 PARP2 ASH2L TTI2 LDLR RPL36 GDF15 EIF3G CAP1 VPS25 CCT6B MRPL35 TMEM128 WDR74 BTG1 ROCK2 TIMM17A ACP2 ANXA1 AKIRIN2 GLUL MARCHF7 TANK RPS6 ZSCAN9 POU2F3 PPP2R1B NDUFAF1 RPLP1 GTF2B COPS4 RNF185 PHLDA1 RITA1 TOB1 RPS8 MCL1 ANP32E EIF2D RAB5A NFKBIZ RPL37 RMND5B CDKAL1 TMEM168 LUC7L2 RPL10 REXO4 GTF3C5 LRSAM1 CHEK1 FERMT3 PPP4C THRB UBE3B CSNK1G3 SAV1 GEMIN6 SAR1B EME1 ANKRD40 EEF1A1 ATAD2 AP3S2 CDC25C H4C8 ZSCAN12 GPBP1L1 TMEM69 GPATCH4 MAML1 SRSF2 EIF4A1 MYSM1 DNAJB4 NCSTN ATF3 IER5 TYW5 MAIP1 SMARCAD1 EFHB CCNL1 SLC4A1AP RHOBTB3 CITED2 ORC5 TSC1 TAF1D BMERB1 PCLAF MBD6 C15orf39 ENGASE JSRP1 TUBA1C MRPL58 BEST1 FTH1 SLC3A2 DDIT4 H1-4 POLR3D MAT2A HNRNPH1 MRPL1 RPS9 C11orf24 JUNB GTPBP2 RPL38 ZNF621 KAT5 SFT2D3 ZWILCH RPL4 BBS1 SRP72 DDIT3 PLEKHM3 GADD45GIP1 MKRN3 SHARPIN RCC1 H2AW C5orf24 PRKAG1 TRAPPC6B C11orf54 ARHGEF37 TRMT12 ACTG1 TXNRD2 ZNF93 INTS5 H2BC13 ARL15 SOCS1 UBE2L3 ZNF397 HEXIM1 RNF220 PTMA H1-2 ZC3H6 TUBB4B H2AX RBM34 SF3B3 ZNF681 GARS1-DT IARS1 ERI2 H2AC13 SNHG17 H2AC7 H2BU1 PDLIM7 H4C3 H3C12 ADARB1 IPP HHLA3 RPS26 RPL12 SNHG12 ZNF770 TMA16 CALM1 ZNF830 RNU5E-1 RNU5F-1 RNU1-108P RNU5A-1 RNVU1-22 RNU5B-1 RNU5D-1 SNORD118 RNU4-1 RNU5A-8P RNVU1-34 RNVU1-3 RNVU1-6 RNVU1-24 RNU5E-4P SNORD48 RNVU1-21 RNU5E-6P RNU4-2 SNHG5 BRD2 SNHG32 MRPS18B PPP1R10 RACK1 C12orf73 SNORA57 RNU1-1 RNVU1-18 RNVU1-30 RNU1-2 RNVU1-15 MIR320A CPNE1 SMIM30 CSKMT AC141586.1 RPL17-C18orf32 TMEM242 RNU2-2P RNU2-63P MIR1538 SMPD4P1 TANK-AS1 BAZ2B KLLN THRB-AS1 RPL41 TOB1-AS1 ACBD6 TPI1P2 LINC01756 RFX3-AS1 SNHG7 AC016876.1 LINC01719 STXBP5-AS1 RPS28 B3GALT1-AS1 INTS6-AS1 LINC01732 RNVU1-2 RNU7-1 SNORD13 RPL36A SNHG3 BMS1P4-AGAP5 BMS1P4 TTC4 RBM12 NEAT1 AC096746.1 GLUD1P3 RNVU1-23 CERNA3 BRK1 SNHG1 PXN-AS1 RPL36A-HNRNPH2 GIHCG AC073878.1 DLGAP1-AS2 SNORD3A MIR3928 MIR3189 RNU4ATAC SNORD55 SNORD95 RPL17 SEC22B LINC01029 TXNIP MIR4766 NDUFA7 ZSCAN16-AS1 AL390955.2 NFYC-AS1 RNVU1-27 RNVU1-25 H2BC17 RNU11 SNORD25 RNVU1-26 RNVU1-19 RNU12 SNORD26 H4C5 LINC00869 PIGW RPPH1 H2BC7 RNVU1-4 RNVU1-28 RNVU1-2A MYO19 C11orf98 H2AC17 H4C2 H3C10 AP003733.3 MIR5087 NDUFAB1 RFX3 ZNF343 RPRD2 GFI1B PTEN MARCKSL1 MAF1 SNORD46 SNORD101 RNU2-17P HCG14 SSR4P1 SNORD54 MIR548AW MIR3190 LINC01476 SNORD58B SNORA16A SNORD50B SNORD27 HOXA10_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXA10_TARGET_GENES ANKIB1 CYP51A1 KRIT1 RBM6 VPS50 CLCN6 ERCC1 HSD17B6 PNPLA6 RPL26L1 MFAP3 PTCD2 RAD51 FAM114A2 CS INTS13 TNPO3 TRMT11 NUCKS1 LRP6 CLASP1 REXO2 XAB2 MCCC1 RIF1 RNF13 RBM22 DZANK1 GCN1 SIRT4 KIF16B HNRNPC MTAP POLDIP3 TXN2 SDR39U1 PRMT5 SRSF5 GSS UBFD1 EARS2 DMXL2 TIMM44 GCDH SSBP1 PLOD3 ZNHIT1 NPM3 RPL19 GOSR2 CPD DTX4 COMMD9 VPS29 NOP2 FGFR1OP2 GMNN BRD8 MRPS27 LNPEP PPP2CA PPWD1 NCBP2 KDM3A IL1R2 DCAF17 COX7A2L TSPAN1 UTP25 RSRP1 DHDDS MED28 ALG5 EXOSC8 SERAC1 CENPK TUBA1B METTL8 TNFSF9 CANX HELB DYRK2 MTERF1 ELL3 ILF3 PARP2 ASH2L ACTN4 ATP5IF1 STARD3 CLUH WBP2 POLR3F NASP SLC39A11 LARS1 CCNB1 ERCC5 APC WDR36 CCDC146 ITGA7 BLOC1S1 CDK4 MTHFS SRSF1 VEZF1 CCDC115 IMP4 PSMB7 UBAP2 TUBB2B RMDN3 RSL24D1 USP8 TAPBPL LGR5 KANSL2 RHOF UNC45A MCTP2 SEC11A GNAL SAE1 KIF2C TARS2 USP53 DDX46 SLC12A9 LUC7L2 LIN7C CHEK1 MRPL49 FAU RAD9B SRFBP1 POC5 TRIP12 FBXO36 OXA1L PDIA4 N6AMT1 SFR1 EIF4A2 MRPL17 CCDC107 ZDHHC12 MRNIP RPL8 PLXDC1 MED11 RNASEK-C17orf49 TM2D1 HELQ MRPS18C SGO2 RPP14 POC1A WDR82 ICE1 ARSK NSA2 GFM2 UBAP1 BORCS5 IQCD STAT6 CDK2AP2 SLC3A2 ATG16L2 GLYCTK CSNK1G1 SLC33A1 PDCD6IP ZNF212 FAM161A KRT8 SPATA24 CHD2 MUC13 PLK3 C12orf66 ZWILCH RPL4 CTDNEP1 ZSCAN2 MTHFR TMEM94 IMPDH2 SERTAD2 PSMG4 SLC25A42 H2AW ANXA2 RPS17 GPR19 RABIF SF3A3 PURA TPCN1 MT1X C17orf97 ZC3H6 CENPP CYP51A1-AS1 CD55 NACA H2AC7 H2BU1 MAP3K5 NOL8 PRIM1 TTC37 CAPZA2 PJA2 RN7SKP193 RNU4-2 PPP1R11 AC008429.1 LOH12CR2 ATF6B FAM185BP EML6 CD27-AS1 ALOX12-AS1 RNASEK FAM200A RN7SKP114 AL441992.1 EPB41L4A-AS1 LINC00431 ENTPD1-AS1 WEE2-AS1 RGS17P1 PET100 TPI1P2 GTF2IRD1P1 LINC00513 SLC12A9-AS1 SNORA13 C1orf226 AC141424.1 ZNF487 MALINC1 AC008393.1 BDNF-AS RAD51-AS1 SMIM15-AS1 EEF1G HTD2 SNHG1 AGAP2-AS1 AL132780.1 LINC02320 AL160314.2 AC005670.1 AC005696.1 ILF3-DT NCBP2AS2 AC104109.2 LINC01023 PPP4R3B-DT H4C12 H3C6 SNORD25 PPP4R3B LENG9 SNORD27 SNORD26 H4C4 RPPH1 H2BC7 H4C2 HOXA7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXA7_TARGET_GENES RAD52 ERCC1 ABCF2 TPR NOP16 COASY MAPK6 ACADVL DIS3 ZMPSTE24 ANAPC5 PSMD8 SAMM50 LACTB BLOC1S6 TBC1D17 FZR1 EIF3B SNX8 DNMBP LPXN LTA4H CSNK1A1 PIKFYVE INO80B CACYBP TCEANC2 TMEM59 STXBP3 RBBP5 RAD23B ZBTB45 NR1D1 ELOF1 BST2 UTP3 REG4 WDR33 VARS2 YARS2 KANSL2 GCNT3 FEM1A MVB12A PRCC MRPL24 HDGF RPL37 HIKESHI EPS8 ADK EIF4A2 ODR4 RBBP4 HPGD GRPEL2 COPS2 BLCAP PCLAF RNF34 DNAJC24 DCDC1 ZBTB8OS DNAJC28 ARHGEF37 AP3M1 LYRM7 NWD1 H2AX ZNF33A SPATS2L NIF3L1 POM121 OGA ZNF627 PJA2 DDR1 PPP1R11 SNORA80B GTF2H4 KCNIP2-AS1 ZBED9 PPIL3 GABPB1-AS1 SBNO1-AS1 FNTB NDUFAF4P1 AC051619.4 AL050341.2 C15orf65 INO80B-WBP1 BISPR DEPDC1B GABPB1 GLI1 RBCK1 MTUS1 UNK DLG4 FPGS HIGD2A TRIM4 TMEM123 PPP2R5E SDHAF4 DNAJB4 MAP3K11 TCAIM ZFP91 PCNX3 AKT1S1 RPL41 ZFP91-CNTF AP001830.1 RNU11 HOXA13_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXA13_TARGET_GENES SFSWAP PMS1 HOXA9 RPL6 TXN2 NAPA MVK MAGOHB PLSCR4 USP35 DYNC2I2 SUPT7L SLC35B1 SMU1 ORMDL1 ALDH1A2 ARFIP2 TIMM10B KHDC4 CDK7 TRMO PARP16 MMAB RPL7L1 SLC12A9 VPS37A SLC4A1AP PIGO RPUSD4 CCT2 RCCD1 EDC3 PTPN11 KCTD21 FAM118B CNOT7 HACD2 TSN CROCCP2 LINC01635 LINC02889 MYLK-AS1 ISY1 HOXA11-AS MGC32805 ISY1-RAB43 HOXB8 POC5 MST1P2 SNORA24B RNU6-952P RPL7P30 LINC00881 HOXA-AS3 MIR3913-1 HOXC13_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXC13_TARGET_GENES NFYA STPG1 RHBDF1 LRRC23 IL20RA ALG1 ZZZ3 LSG1 RAD51 FAM114A2 PRDM1 STYK1 ZFYVE26 NDC80 USP48 SDR39U1 TIMM9 KIAA0586 AHSA1 TTI1 RPRD1B COG4 MPG TMEM87A CEP152 TJP1 DMXL2 PPP1R13L HBP1 GARS1 EIF4H RPL28 INTS2 HOXB6 PRPF40B PTGES3 NOP2 BYSL CERT1 PPWD1 CYTIP POLR1G GALNT12 ZBTB45 POLK CENPK XPO5 OARD1 MED20 ATG4C UQCR11 INO80 CCNH NUP42 KNL1 FASTKD1 COPS4 SCAF11 ABHD2 DHX38 TXNL4B RPL32 PLAC8 NOCT VIPAS39 ZNF117 HSPA13 KAT6B ATP6V0D1 S100A11 SMIM12 POLR2H CDK5 HSP90B1 STAT6 CCNDBP1 NFU1 POLH PPM1D RPS9 CYP4F11 CNP ZWILCH RPL4 NDUFA11 SART1 EFCAB5 CCDC71 PPFIA3 JUN RCC1 TPRXL POU6F1 COPB2 VMAC C19orf54 SF3B3 KIAA0895L STK40 S100A10 H4-16 TEAD4 CAPZA2 RNY1 DDR1 SNORA7A TRGV1 ERV3-1 GANC CCDC192 LINC01135 SNHG3 MIR200CHG LINC01269 STAM-AS1 MIR4512 AC009061.2 H2BC8 H2AC8 GHET1 ABALON HOXD11_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXD11_TARGET_GENES HS3ST1 CDKL3 BRCA1 CALCOCO1 JKAMP ATG5 HAGH PMS1 DHX8 ELP1 MCM2 BAZ2A LRCH4 ATP8B1 RPLP0 NDUFB2 CATSPERG PRMT5 DNAJC17 ASAH1 LIG1 ZC3HAV1 FKBP14 PLEKHA8 FBXO24 MVK GMNN SUB1 PPP2CA PDCD10 STAM2 DPH5 ATP10B UBE2B ABITRAM WBP4 ELF1 COPA CCDC18 MCEE MPHOSPH10 L3HYPDH CANX ECSIT ZNF428 MGAT1 HSD17B4 PSRC1 AFG1L GLUL TTLL4 MTHFS PRPF4 ARRB1 RPLP1 GCHFR RITA1 MMAB TCHP SCAMP2 NOSIP DTL RAB5A FBXL17 DYNLT1 CCT6A PSPH LUC7L2 DNAJB12 PDK1 SAR1B CAST BSDC1 WDR4 NDUFV3 TAF6L TM2D1 NCSTN SERPINI1 SUCLG1 EFHB TTC14 TPRA1 IFT122 ERAP1 FMC1 PIGO SKA3 RPUSD4 VDAC2 ZFYVE19 STAT6 TRUB2 COQ4 COQ7 ATF7IP MRPL57 PLK3 TMEM9B EFCAB5 ALOX12B TOB2 ZSWIM9 LAMTOR4 NBR1 DPP4 FAM118B LINC00339 CCDC18-AS1 LINC01635 LINC02851 SNHG15 NDUFB2-AS1 RPL30P11 AC124242.1 TMEM9B-AS1 PXN-AS1 AL132780.1 AC051619.4 AC099518.4 MIR3661 AC010531.6 AL390955.2 PPP4R3B-DT AL139082.1 RNU11 ZNF280B PPP4R3B AATF REX1BD FSTL3 OSBPL8 ETF1 ORMDL1 MBD4 TRIM41 TACC1 JMY GPBP1L1 TMEM69 SND1 LINC00449 DDR1 TMEM242 AMACR MIR4638 AC104109.2 H4C1 CIITA_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CIITA_TARGET_GENES SCYL3 BAD RBM5 VPS50 CIAPIN1 SPPL2B KMT2E MAP3K14 AP2B1 COX10 CCDC124 TRAPPC6A TSR3 DNAJC11 SEC62 REV3L ZNF207 FUZ PTBP1 SYT7 LARS2 CLK1 NUDCD3 CD74 NCDN NR1H3 BTN3A1 SNX1 SLC39A9 ALG1 ATP6V0A1 CYP46A1 AGA MTREX RIPOR1 LSG1 ZPBP RSF1 PPP1R3F PTCD2 TTC17 FOXN3 USE1 SZRD1 KMT2C ATP2B4 ZC3H11A GATB MXD1 MRPS35 SFSWAP MRPS24 SPHK2 AP3D1 WDR18 DGKA TBC1D22B FAM107B MTHFD2 KDM4A NFYC ZBTB11 ZFAT PKM DHX29 RRP15 PRKCZ HDAC4 OTUD5 IP6K2 SIRT2 UFD1 SNX13 ING3 BUD23 ZFYVE26 STK10 XRCC1 PICALM NCBP3 MYDGF EIF4G3 MARK3 TMEM131 ACTB RAB7A MLH1 ANKRD13A ARHGEF1 TOP2B PPP1R12B SNRPA EXOSC5 MCCC1 TULP3 SDF4 REXO1 CIC KEAP1 DNAAF6 SRCAP NDC80 MEF2C DUSP12 NFE2L1 GSK3B KAT6A ATRX EPS15 SRRT BAX PSMC5 GNAS AURKA AAMDC SULT2B1 PTPN4 COQ9 GANAB NECAP1 LTBP4 SLC9A1 SPTLC1 STRN4 GNPTG ZNF268 SPAG7 ZC3HC1 TMEM101 SCFD1 HNRNPC PHGDH MFSD11 CDC45 COMT MSH2 HOOK2 NUP188 CRAT TBC1D2 IKZF5 BRPF3 SIRT1 CATSPERG PSMD8 HNRNPM MKNK2 DERL3 BCL2L13 CABIN1 PIK3IP1 DDX17 TOMM22 GTPBP1 POLDIP3 MCM5 TAB1 SAMM50 RBM23 PRMT5 AP4S1 VCPKMT DAAM1 ALKBH1 GALNT16 ERH SRSF5 EIF5 PCNX1 RPS6KA5 PPP4R3A PABPN1 REC8 PCIF1 NDRG3 ADNP PFDN4 CSTF1 DIDO1 CSNK2A1 TM9SF4 MANBAL IDH3B PIGU METTL4 STAG2 GLA CAB39L TSC22D1 N4BP1 ZNF821 VAC14 TANGO6 NAGPA LMF1 FBXO31 ELOB USP31 VPS35L AAGAB IQCH RAB11A RPAP1 EIF3E ARMC1 MAP4K1 ECH1 NFKBIB DOT1L TBC1D17 MED25 TIMM44 ASF1B PPP6R1 TIMM50 DYRK1B TJP3 HNRNPUL1 DMAC2 NOP53 TYK2 GRWD1 CARD8 ZNF175 ELL LSR SUGP1 ATP13A1 ZNF574 GRIK5 GARS1 PTCD1 EIF3B SNX8 TAF6 MOSPD3 RBM28 LSM5 PLOD3 ZNHIT1 NRF1 PSMA2 MRPL32 POLD2 EIF4H TRIM14 PLGRKT SEC23IP ATE1 GBF1 CUEDC2 SHOC2 PSMD3 MED13 FTSJ3 AKAP10 SMARCD2 B9D1 DDX5 C17orf75 LRRC59 YWHAE DHRS7B WSB1 UBE2D3 GRPEL1 CCDC34 LPXN KMT5B CEP164 EIF4G2 COMMD9 AIP COQ5 KCTD10 MLEC GLI1 AKAP3 CNOT2 KRR1 UHRF1BP1L ING4 C12orf57 BTN3A3 DSE SRSF3 SLC39A7 CUTA CCND3 PPP2R5D SENP6 BTN2A1 MRPS30 MRPS27 IK FAF2 ARRDC3 RAD1 BRIX1 NR3C1 TXNDC15 TCERG1 CSNK1A1 CPEB4 ACTR8 ARMC8 GNAI2 IFT57 IQCG MRPL3 WDR48 KANSL3 ACTR1B INO80B TTC31 NDUFS7 ID2 ODC1 SLC25A12 SRSF7 THADA CACYBP SFPQ SWT1 ZBTB17 ADPRS MRPS15 RLF HMGCL SLC2A1 PIK3R3 DARS2 ARID1A RPA2 IFT46 KPTN FASTKD2 SPCS2 MED28 DYNC2I2 PTPA SLIRP RBM25 SUPT7L SLC17A5 GOT1 RCL1 CENPL MSANTD2 EPC1 EGR1 UTP20 UBIAD1 TARDBP FAM117A TRMT1L PEX16 CAT NAA60 TRMT13 SEPTIN7 CBX3 TRIR ATF1 KBTBD4 AMD1 B9D2 MXD4 CKS2 NCOA5 ARFGEF2 RAB22A PPP4R1L RNF114 BTN2A2 BTN2A3P AHNAK CNOT1 RAP2A MBOAT7 CHCHD5 EML2 TMX4 MKKS ITPA KDM5C ST3GAL3 RBM42 EMG1 ATG14 HNRNPH2 IPPK ZNF484 GFER METTL25 PEX1 RBM48 CASD1 ATF4 DOCK4 MKLN1 INO80 KNSTRN MPDU1 ILF3 CDKN2D NGDN DAD1 MAP7D3 DOHH MAU2 GNL3L ECSIT PRKCSH LSM7 RTN4IP1 QRSL1 LSP1 ATXN10 TAF4 EXOSC2 ATG4D ZC3H4 RBM39 PPT1 NDUFA2 DIAPH1 SELENOS DNAJB1 ZNF20 LRRC41 CCT6B RAF1 IMMT UBE2G1 TBC1D14 H3-3B KDM6B DLG4 ERAL1 PCED1A KHDC4 IGHMBP2 TOE1 NASP MUTYH CPLANE2 ZMYM5 XPO4 ACTR3B IPO8 CCDC59 ZFC3H1 SARAF DGLUCY MBD2 YWHAQ NARS1 DDB2 ACP2 PUM1 TIMM10 CARS2 NAA35 TMEM243 MTO1 MAP3K7 CDK4 TFCP2 CCDC142 DYNC1LI2 DHX9 CEP350 MRPL44 ISCU WASHC4 CKAP2 MED4 SETDB2 C7orf25 NUP42 SRSF1 KAT7 NDUFB5 MRPL47 TRA2B SMPD4 CCDC115 IMP4 STAM DNAJC1 LRRC8A TOR1B TOR1A CDK5RAP2 PSMB7 APTX YIPF3 UQCC2 TAF8 NUMA1 CCDC90B PPP2R1B MAP2K5 SLTM KNL1 RABGGTB SLC5A6 PREPL ATRAID CENPO MFSD13A MDH1B PPCDC COPS4 CCNG2 PARVG YARS2 AEBP2 NDUFA9 PHLDA1 SNRPF GIT2 KANSL2 SBNO1 RHOF ARMC5 DHX38 TXNL4B KATNB1 MAP1LC3B GALNS NCOR1 VPS53 ESCO1 WRAP53 TP53 RAB40B RPTOR TPGS1 FEM1A SAE1 EVI5L RPS11 RPL13A CTU1 ZNF614 PEX14 KIAA0319L PLK4 SERBP1 MTF2 STRIP1 PSMA5 MPC2 DCAF6 UFC1 USP21 ABL2 PRUNE1 MCL1 RFX5 MINDY1 GOLPH3L EIF2D FBXO28 CAMKMT CALM2 ETAA1 COPS7B LIMD1 OSBPL11 NICN1 EIF2B5 ECE2 TNFAIP8 COMMD10 FBXO38 FARS2 CDKAL1 ZMAT2 FAM193B RPL7L1 PNRC1 PM20D2 SLC2A12 NOM1 ZNF41 SNX12 ZNF185 PLPBP MRPS28 SYBU LRSAM1 PPRC1 LIN7C HSD17B12 CELF1 SESN3 SLX4IP TMEM138 COMMD7 TAOK2 PDCD4 FSIP1 MTMR12 TIMM8B RILPL2 UBC UBE3B EIF4E MSGN1 NUBPL QTRT2 MFSD6 CENPU MZT2B GEMIN6 SUV39H2 MR1 INO80C SREK1 CCDC174 CXXC1 FBXL18 CDK19 GTF3C6 PI4K2A OXA1L SLC7A7 OTOA DEPTOR ADK EEF1A1 KAT6B ZNF689 PRR14 MFSD14A SASS6 PDE6D VPS26C TAB3 UBN2 C12orf43 CFAP251 NCK1 USF1 DEDD B4GALT3 NDUFS2 TOMM40L ALG8 GART SON RCAN1 MORC3 PSKH1 CCDC117 RSPH1 DIP2A TOR2A SIK3 CHTOP SLC25A44 GPATCH4 LRRC14 PRPSAP1 SRSF2 RACGAP1 LEMD2 WDR90 CYB561A3 TTC9C USP24 NFIA TM2D1 USP1 DNAI3 ATXN7L2 FLVCR1 RBM15 BROX PPP1R21 MEMO1 TYW5 MAIP1 KCNF1 NUP35 RPRD2 HIPK1 POGLUT1 TMEM79 NEK10 CWC22 AIM2 CCDC191 SLMAP SLC4A1AP KIAA1143 KIF15 RPN1 SENP2 SLBP WDR82 MAP9 SLC25A46 CAMLG LMTK2 DNAAF5 FASTK OSR2 YWHAZ TP53INP1 VCP STOML2 GTF2A1 MICU2 PCF11 TTC8 TAF3 QSOX2 FAM204A GHITM PMPCA ENTR1 TSC1 GFI1B ARHGEF40 METTL3 TRUB1 PSMC3 WBP1L TPP1 XRRA1 RNF169 ZNF143 COG1 B2M AP1G1 MYO1A MAPRE2 CNPY4 TTC16 TRUB2 COQ4 DOLPP1 CRK TEPSIN RRM1 GATAD2A TRAPPC2L TUBA1A RAB4B GLOD4 SLC43A2 OTUB1 SPRYD3 ATP5PD SRP68 ECI1 KCTD5 SRRM2 FTH1 BSCL2 CTNNB1 COPS6 RNF187 DDIT4 DNAJC7 PDHB TAP1 ATG4B POLR3D HEXIM2 ZNF507 CEP120 MFF UBE2V2 XPO6 MRPL1 CRADD CLIC4 SPNS1 GUSB ZNF764 ZNF747 USP47 UBB PRDM10 TMED10 PYM1 AKAP13 TSEN34 NDUFA3 OSCAR XKR6 FAM86JP KYAT1 ZNF672 POLR1C WIPF2 RAB4B-EGLN2 ZNF584 ATF7IP MRM3 PTEN TVP23B DRC3 SHLD1 ZNF556 MOB3A CEBPB DPAGT1 C2CD2L AFF1 HCFC1 MRPL52 ZFAND4 TMEM217 DCP2 METAP1D OXSR1 PHF8 KAT5 FAM222B GOLGB1 GPR137 THAP2 NABP1 CHD2 RCE1 UQCRH ZNF791 XXYLT1 LEMD3 DENND4A IL20RB CATSPERD SH3BP5L YPEL2 DOLK EIF3F DRAP1 C11orf68 RAB6A TOM1L2 TTLL11 RUVBL1 B3GALT6 ZNF613 TMEM39A TCP11L1 DNAJC30 RUFY1 THAP4 SEC24C TIMM22 CSTF2T SRRM3 TMEM94 SOX12 TMEM187 UBE2N RPS27 DMAP1 TSSK6 TMEM11 COX14 EPM2AIP1 RMI1 EIF3K CYC1 PER1 FARSA TCAIM RAD23A GADD45GIP1 CLK3 HLA-DQB1 PACS2 KLHL28 PCBP1-AS1 NLRP11 PUF60 CCDC43 H2AC6 SCRIB KCTD2 FKRP MRPS11 IST1 NXPH4 MFSD5 TSPAN10 ALG12 RPL35A ARHGEF37 DDX41 TRMT12 CBX6 TBL3 UTY SMTN LRTOMT CRELD2 TSPYL2 TM2D3 PLA2G6 KNTC1 TXNRD2 PDE4B ZBTB40 RBM33 BTBD6 PTRHD1 BRF1 NELFA HSF1 CDNF ARL15 C12orf56 FAM174B OLFML2A UBE2L3 MORF4L1 DMWD TRIM69 ATP6V0C LRCH3 NDUFA13 AIDA WWOX PPP1CC BTN3A2 MIR22HG FSD2 ARAP1 ZFP91 TMEM232 PTRH1 RNF220 TSPYL4 RSBN1L PTMA HSPA14 ZNF70 ZNF490 ZC3H6 LINC00265 ZNF793 C19orf54 C22orf34 DUSP28 CLN3 PTAR1 BLOC1S3 C15orf61 TSPYL1 PNRC2 FHIT HMGB1 HLA-DRB1 ACADSB GARS1-DT HLA-DRB9 LONP1 NOXO1 TECPR2 HLA-DQA1 LINC01560 ZNF585A ZNF429 SERTAD1 MRPL21 RPF2 MIB2 RAB40C ZNF615 MCMBP ZNF81 RPL12 CCDC151 ZNF273 NUP62CL ZNF649 QRICH1 GET3 FLVCR1-DT TMA16 HLA-DRB5 DDX39B LRBA MT-ND6 MT-CYB GPATCH3 ZNF830 MT-CO1 KTI12 MT-ND1 CIPC C1orf174 CCDC167 SMG5 PJA2 MIRLET7I RNU5D-1 RNA5SP283 COX20 ADAMTSL4-AS1 GDI1 DAXX RXRB HLA-DOA BRD2 HLA-DMA PSMB8 LINC01993 HLA-DRA MRPL38 SDHD HLA-C MRPS18B PPP1R10 HLA-E RACK1 HLA-F AKT1S1 TMEM231 AC098591.2 HCP5 HLA-A HACD2 SNORD45C RNVU1-30 MIR320A MT-TL1 MT-TF MT-TI MT-TQ MT-TW MT-RNR1 LINC01089 CEP43 SCAF8 DNLZ QTRT1 PTPRCAP NDUFS3 ATF6B TAX1BP3 TTLL3 FBXO16 CPNE1 LYRM4 ALG3 SMIM30 APTR BBIP1 EML6 HNRNPUL2 SEPTIN7P2 PHB2 VPS16 AC009403.1 PPP3R1 UBA52 HDAC4-AS1 ENTPD3-AS1 HLA-DPB1 AC005076.1 HCG14 TANK-AS1 HLA-DPB2 NDUFAF8 VPS26BP1 RPS2P1 NRSN2-AS1 TMEM30A-DT ENTPD1-AS1 ATE1-AS1 KLLN SLC2A1-AS1 RBM15-AS1 GUSBP11 C2orf92 SEPTIN7-DT PATL2 ZNF688 AL031666.1 HLA-DPA1 DIRC3 TRAF3IP2-AS1 AL121601.1 LINC00665 LINC00167 AC016876.1 PDXP-DT DDX39B-AS1 TRIM26 ZFX-AS1 SDCBP2-AS1 HLA-B HNRNPUL2-BSCL2 SMIM27 HIPK1-AS1 AC087294.1 AC002310.1 COX10-AS1 KDM4A-AS1 ZBED5 MFF-DT MKLN1-AS PRMT5-AS1 ZNF295-AS1 PKN2-AS1 OR2I1P RNU7-27P RNU7-1 NCK1-DT AC008040.1 MYLK-AS1 WBP1 AP001625.3 PSMB9 TCAM1P PLCXD2 HLA-DOB LINC00877 LINC02614 PDXP ATP5MF FABP5P3 PISD MRPL20 HLA-DMB ZNF487 HLA-L RBM12 CCDC13 LINC02453 AP000866.1 AP000787.1 FAM111A-DT BDNF-AS ZNF585B SEPTIN7P14 KCTD21-AS1 AC116535.1 DIAPH1-AS1 UBE2D3-AS1 AC044802.1 AC011346.1 ZBED5-AS1 BCKDHA ATP5MF-PTCD1 HAUS5 LINC01596 MRPS30-DT LINC01094 GASAL1 ZFP91-CNTF ZNF432 SBNO1-AS1 ZNF253 ODC1-DT AL132780.1 ZBED6 GIHCG FNBP1P1 PRANCR CUX1 AC090001.1 PDF AL160314.2 AL121603.2 CEP95 MRPL46 IQCH-AS1 RBM15B BOP1 MIR4522 SNORD3A MIR3124 SNORD95 SNORD84 ZNF793-AS1 AC027097.1 ILF3-DT AC022098.1 AC002115.1 NAPA-AS1 AC132192.2 KCNQ1OT1 TAF15 AC016355.1 AL353135.1 NUDT3 FAM193B-DT GTF2IP13 PPP1R21-DT EIF2B5-DT SUV39H2-DT CHASERR INO80B-WBP1 RNVU1-27 RCC1L SYNRG PRSS2 RNU12 FRG1HP PCGF2 LINC02139 PAGR1 GTF2IP12 MCM5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MCM5_TARGET_GENES CTTNBP2 COL24A1 VANGL1 PAPLN TMEM123 HAPLN4 TBC1D3P6 LINC01022 PCGF2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PCGF2_TARGET_GENES TFPI REX1BD CRLF1 ABCC8 TAC1 PAF1 SCIN PROM1 PAX6 MED24 VTA1 SLC6A13 RNF216 WIZ ACP3 IGF1 HGF RUNX3 EHD2 RRAGD HSD17B6 VIM B4GALT7 ARNTL2 RNF19A METTL1 PI4K2B RAI14 ZIC2 RSF1 TNFRSF9 PTCD2 MRTO4 MCF2L2 DCBLD2 DNAJC25 PIGV MRPS24 POLD1 CDON TNPO3 PMS1 FAM107B PDE4A MSANTD3 ZFAT STAG3 PFKP NEO1 FGF10 MBD3 CYBRD1 IGF2BP2 IPCEF1 SEMA3C ZNF638 MOCOS BAZ2A TRAF4 ARHGEF1 GNB1 EDN1 ZCWPW1 CLUL1 RUNX1T1 SLC1A3 SENP1 DDX1 RIMS1 EPHA6 SRCAP CNOT4 CLDND1 OSTM1 ITGAE MECOM MGST2 RAD54L RBM22 ZW10 ALG6 ASAP3 DNMT3B PPP1R13B SLC4A11 F11 TMEM230 OAS1 PXN NDUFB2 NUDC CHRD SLC22A17 HECTD1 TINF2 TRPM7 SEC22C CDC6 CDC23 SUCO IKZF5 CYP26A1 NDUFB7 POLR2E ZDHHC8 TOP3B HIRA TRMU PYGL PRPF6 ISM1 CDK5RAP1 USP14 ANKRD12 RBBP8 PCSK1N UBL4A CAB39L KLF5 INTS6 TANGO6 CMC2 HSDL1 CIAO3 HAGHL STUB1 CRYM EARS2 RAB11A TTC23 DMXL2 OIP5 ZDHHC2 EYA1 NBN NCALD GYS1 CLPTM1 PPP1R13L TBC1D17 PTOV1 TLE5 ICAM4 ELL NAMPT POLR1F ADAP1 HOXA3 HOXA5 SSBP1 CPVL SNX8 IMPDH1 AP1S1 POU6F2 GIMAP2 LHX6 DNM1 RAPGEF1 ABCA2 UNC5B MAP3K8 RNF43 KPNB1 HOXB6 C17orf75 DPH1 UNC119 GRPEL1 FAM149A VWA5A EHD1 C11orf58 P3H3 MANSC1 SPRING1 GYS2 FAM184A EYA4 HBS1L MRPL2 MRPS27 HAND1 PCDHB7 RASGRF2 PDE4D HMGXB3 CPEB4 SMC4 TFDP2 NCBP2 SCAP NKTR CLCN2 TANC1 SLC30A3 GTF3C2 RTN4 POLE4 ACADL CCT4 FHL2 UXS1 SOS1 THADA ALMS1 RPL22 RAP1A RO60 UCHL5 ADPRS KMO KDM5B RGS4 CR2 B4GALT2 PRDX1 NSUN4 RCAN3 RSRP1 OSBPL9 ESYT2 IRAG2 FILIP1 PLAGL1 SGK1 FBXL5 MYL12B RPN2 CCNI GTF3C3 TRPM6 CTNNAL1 PHF19 DENND1A ARMH3 HOXB5 HOXB3 NUP43 PCMT1 SERP1 ADRA1A TRIM25 CEP89 KCNJ8 RWDD3 SEPTIN7 NXPH1 NT5C3A SLC25A51 PHF24 ZWINT NDUFAF4 KCNS1 SNRPC SLC17A3 DNAH8 MYRF DMAC2L BARHL1 MBOAT7 SLC25A23 PSMF1 CITED1 ERGIC3 AGO3 TMEM53 HECTD3 KIRREL2 UBA2 TSPAN8 GFER PEX1 VGF PODXL DNAJB9 GAD1 PSMG2 INO80 VPS13C E2F8 MPDU1 FOXA1 ARHGEF6 SGO1 DOHH MTRES1 SSBP4 ZNF337 ARHGEF16 PPAN EIF3G POLN ZNF428 RHPN2 FAAP24 UBE2L2 RRP8 MATN2 DAP3 IGHMBP2 RBM38 RXFP2 WDR74 KRBA1 ATP13A3 SARAF COX16 SPIRE1 SPX LRP4 TUT4 CLOCK USP30 ATP5MC2 ACVR1B AHI1 STX11 EMX1 NPL CYP27A1 COX5B TSGA10 EPC2 LRCH1 LCP1 IGF2BP3 KDELR2 RSAD1 MARCHF7 DNAJC1 GARNL3 MYC KLC4 SLC22A23 C6orf52 BUD13 MAPKBP1 RMDN3 FNBP1L GTF2B IFI44L KHK ANXA7 MYPN UBL7 COPS4 SEC31A GPAT3 MMRN1 LEF1 PIK3C2G PRICKLE1 DENR SLAIN1 RBM26 NOVA1 FRMD6 RTN1 UBE2Q2 TPM1 IGF1R DET1 MAP1LC3B RHOT2 TIGD7 G6PC3 CLTC C17orf64 ADCYAP1 TTYH2 ANAPC11 TBCD CBX8 TNFRSF11A SAMD1 BRD4 NFIC SH3GL1 DPP9 SCYL1 CARM1 EVA1B BARHL2 MTF2 GPR161 TUFT1 SELENBP1 DUSP10 TP53BP2 ADAM15 GATAD2B CNIH4 SYT2 GALM PKP4 COPS7B CNTN4 ITGA9 LIMD1 RABL3 MED12L EPHA5 SPATA5 BHMT TBC1D7 DCDC2 PLA2G7 RNF44 CLVS2 SHPRH CREB5 MEPCE RGS20 PMP2 SLC26A7 SYBU CDKN2A UGCG GTF3C5 CIZ1 LRSAM1 PAXX DPH7 ZEB1 TCF7L2 GAS2 ZNF214 C11orf49 HTR3B LAMTOR1 MTA2 CPSF7 SIDT2 ALDOA HMGA2 PCDH15 ARID5B SAP18 DLG2 ANK3 NDUFC2 CENPU ACSL1 TMEM178A GRID2 POC5 TRIM36 PFKM PART1 TMEM87B FEZF2 CMTM7 SEMA3D CDH12 UCHL1 MIA3 ENAH DKK2 GTF3C6 AGPAT5 TTN KDM8 SPAG17 ELMO1 PXYLP1 NAA11 BACH1 CLDN8 ATP5MPL PCDH1 ZDHHC5 ATAD2 ZNF689 PRR14 PDE6D RBPMS NRG1 ST3GAL2 DHRS1 PEX10 ZSCAN12 CFAP298 PAXBP1 MORC3 HLCS ADPGK STARD9 THEM4 LRRC36 CALM3 RRP1 AGPAT3 FAM207A DEDD2 JAML ANO10 YDJC FMNL3 SYCE2 RPS6KA4 TAL1 FAM102B VANGL2 REL MEMO1 LYSMD1 SCNM1 YY1AP1 AZI2 PYHIN1 IFI16 PPM1L NKX6-1 ALB CCNL1 U2SURP KIF15 LRRC2 ZMYM6 POLR2H RNF168 SLC9B1 MON1A SMIM43 HPGD RANBP3L TIGD6 EBF1 NSA2 GFM2 SAMD3 KIAA0895 CAMLG CSMD3 ORC5 DNAAF5 OXR1 COX6C VIRMA SNAPC3 DEUP1 MARCHF8 EML5 PMPCA ENTR1 METTL17 SLC39A13 AMOTL1 RPUSD2 ARIH1 ILK NETO1 IFTAP CENPN TMEM41B ZNF3 DIS3L ENDOG SP2 ART5 FN3K GATAD2A ZNF526 NXN ECI1 CTNNB1 SETD5 RNF187 DDIT4 ZCCHC4 GNG4 GFRA2 SLC20A2 KCTD19 LRP1B TSPAN5 MECP2 PCSK9 CCDC126 LMAN2 NMD3 SNUPN PTK2 CD52 DUS1L NLGN1 PYDC1 UBE2E1 UBB SEMA3E GTSF1 USP32 RPS9 NUDT6 SOSTDC1 FAM98B GAA KRT27 HOPX BCL2 ZNF570 ZNF554 GAP43 PPP1CA DMXL1 ARPP21 HECTD4 COMMD1 ABCD2 GPR137 TRIB1 NDNF AGR3 NUDT4 RCE1 ENDOV XXYLT1 EXO1 RSRC1 P2RY14 CKAP5 DRAP1 KDF1 AURKAIP1 EIF4E1B GAPT SSNA1 YES1 CHMP6 FOXG1 SMIM19 ANAPC2 POLE CLVS1 ZBTB33 TBL1XR1 HASPIN GBA SRRM3 THAP5 TMEM94 CHID1 GRB2 BET1L DMAP1 MSC EXD1 FARSA ZBTB18 LINC00652 PAK2 CCDC66 MIGA1 CCDC149 MGAT4C DEXI RAD51B CACNB4 MFSD5 TRAK1 GJC1 SMDT1 GABRR3 RUVBL2 CTNNA3 LINC01547 SF3A3 ASB7 ALYREF TBL3 SNRNP35 ACTRT3 KCND2 C6orf58 FMNL1 MAPK11 SMYD3 MRPL40 PRAME ZNRF1 PPP1CC FCAR TRABD2A RNF220 MAGI2 CHP1 EXD3 THSD4 COL14A1 EYS HES4 CIBAR1 COL25A1 HMX3 OSTN NOXA1 FBF1 UTS2B MAOA NCR1 ACADSB GREB1 ZNF775 SIAH1 ESRRG SLC6A9 MME SCN8A NOP9 SLC39A10 ZSCAN25 ANXA6 ARRDC1 GAL3ST4 ABCB8 ZNF165 GATA3-AS1 MRPL21 ZNF675 SLC22A5 IPP MAP3K5 STMN3 TAF13 RPL12 PRIM1 ATL1 TLK1 LRBA MDM4 TAFA2 IPO9 OPA1 TSEN15 RORB MIR148A RNU4-1 MIR29B2CHG CR1 C1orf53 SAMD13 AGPAT1 C9orf129 GPANK1 AL133464.1 TRIM27 TMEM231 CNEP1R1 C5orf51 AC098591.2 DIO2 SLC48A1 TRAV13-2 RNA5SP63 CEP43 SCAF8 KLHL23 DNLZ PPP1CB DDX47 HAUS3 KANSL1-AS1 BBIP1 AC025171.2 MIR99AHG TMEM167B LL22NC03-63E9.3 MIR1915 RNU2-23P HMGN1P4 LINC00620 ZMIZ1-AS1 SUCLA2P1 PGBD4P5 SNRPEP5 SATB2-AS1 BAZ2B AC000124.1 PDZPH1P LINC00845 RPL7P2 SLC9A7P1 TARID HDAC2-AS2 WEE2-AS1 LINC02587 PET100 MIR181A1HG AC005518.1 TPI1P2 VAV3-AS1 AL035252.2 LINC00271 LINC02015 EMBP1 IPO9-AS1 LEF1-AS1 FAAHP1 LINC00867 ST3GAL5-AS1 HCG25 MIR3936HG HOXB-AS3 LINC00702 PANTR1 PSIP1P1 NECAP1P2 ACTG1P25 PPP1R3E MSC-AS1 CLEC2L SIX3-AS1 LINC01923 BZW1P1 SDK1-AS1 LINC01409 FAM200B DGUOK-AS1 ABCA17P AL354863.1 TFAP2E-AS1 RN7SL767P GUSBP2 PAQR9-AS1 FABP5P3 FAM163A MICAL3 PPAN-P2RY11 DEFB109F PGBD4P1 ETV5 LINC01391 CCDC13 LINC00461 AP000787.1 AC040168.1 LINC00535 MGC16275 UBL7-AS1 LRP4-AS1 LINC02268 ZNF436-AS1 ADAMTS19-AS1 BMPR1B-DT MCPH1-AS1 PHOX2B-AS1 AC025419.1 AC244502.1 MALAT1 RNU7-81P AC090136.3 OR13A1 AC009318.1 ZBED6 FNBP1P1 LINC02823 NKX2-2-AS1 RTEL1 AL132780.2 LINC00911 NDUFC2-KCTD14 AC104590.1 AC010478.1 LINC00933 HOXB7 COSMOC TMEM202-AS1 AC124068.2 MIR193BHG LINC01569 RPS7P1 RN7SL147P AP005329.1 SEC22B GATA6-AS1 MIR4740 CBX3P2 MIR4754 PSMD7P1 ZNF561-AS1 WHSC1L2P ASNSP6 MIR122HG AC005264.1 PTOV1-AS1 FENDRR PLEKHA3P1 NUDT3 CD24 TUBGCP5 UHRF1 H4C4 GPR1-AS LINC02775 RORA_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RORA_TARGET_GENES CSDE1 NME1-NME2 NUDCD3 MNAT1 ZDHHC6 MAT2B NOP16 TNPO3 MLH1 SENP1 ZC3HC1 TMEM101 RAB18 MCAT TXN2 TIMM9 KIAA0586 AHSA1 UQCC1 NKAP NXT2 TRIP4 BRF2 DNAJC2 TTC26 RBM28 LSM5 DHRS7B TBC1D19 KCTD10 NUP107 MED23 HEMK1 INO80B NSL1 NDUFB3 GTF3C3 SUPT7L ZNF205 WDR83 SNRNP27 MPHOSPH10 PCID2 PRRG2 WDR24 YIPF2 AAR2 NR1H2 VPS25 UTP3 PEMT COX16 TACO1 NDUFAF1 GSTCD INTS12 ALG10 CUL4A MAN2C1 SLC39A3 TIMM29 NOSIP RGS5 TOR1AIP1 TARS2 GIN1 PPIP5K2 RNF145 HDAC8 TUT1 C11orf49 VPS51 PIH1D2 NKAPD1 UBE3B NDUFC2 CDC123 VTI1A PFKM ADPRHL1 ATP5PF MITD1 GPBP1L1 TMEM69 SLC4A1AP NSA2 GFM2 NUDT5 BMS1 TAF1D IFTAP PCLAF CDK12 RRM1 SMG8 MPLKIP AHCYL1 FEM1B MRPL1 METTL15 ZNF581 ZNF561 RPS7 TEFM MRPL13 C2CD2L C12orf76 BANF1 EIF1AD MRPL48 RTTN DMAP1 PLEKHM3 TMIGD1 ADAP2 INTS5 MRPL30 CENPP IPO4 ZNF165 H4-16 NOL8 ITSN2 TATDN3 C12orf73 ZNF580 SBDSP1 NME1 ISY1 MRPS31P5 AC090061.1 STX18-AS1 MRPS31P4 SMIM20 NDUFC2-KCTD14 ZNF213-AS1 ZNF561-AS1 DCP1A RNU11 H2BC9 ERCC1 LIMA1 ALDH18A1 ZMYND12 SNX13 PCM1 SLC1A3 KIF22 SLC27A5 ZFAND6 HSD17B2 TMEM230 GOLGA3 RBM27 GEMIN2 FKBP3 IQCH TTC23 TMEM87A YJU2 WDR83OS PHF14 AHR MTMR4 BIRC2 TMEM30A HSPA9 UMPS SF3B6 TXNDC9 SRSF7 THADA SMG7 SSPN NLN MCEE NUP153 METTL16 GTPBP3 RPL27 TMEM128 PNISR POMP ELP3 USP30 COPS4 SEC31A CCDC97 UFC1 NUF2 CALM2 ECE2 CCNA2 HIGD2A NUBPL VIPAS39 PTPRO EPS8 ENPP3 GABPA FAM126B EIF5B PSMC2 GNPDA2 USP54 STX18 ATF7 ATF7IP MLLT3 MTBP DPAGT1 ZNF791 ZNF408 ARHGAP1 ANKS4B EIF3F SUGCT RUVBL1 CSTF2T CASC2 EPM2AIP1 CLRN3 NGRN H2BC13 TMEM222 FANCM ZNF490 ZSCAN26 PIWIL2 MTOR HMGN2 PDCD4-AS1 NFKBIL1 ATXN2 ATP6V1G2 GANC ALG3 MIR17HG FAM228B MIR1245A VPS52 CFL1P1 TPI1P2 RPS18 LINC-PINT SMG7-AS1 GAS5 LURAP1L-AS1 RNU7-27P RN7SL382P GSTA9P LINC02453 MARCOL PSME2P3 ATP6V1G2-DDX39B ISY1-RAB43 DSG1-AS1 ATF7-NPFF CHASERR INO80B-WBP1 SNORD65 H3C7 MSX2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MSX2_TARGET_GENES ZNF446 AAGAB IQCH IK ZNF426 NDUFA2 PNISR MYG1 BLCAP BLOC1S2 ZNF335 NUP214_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NUP214_TARGET_GENES HOXA9 HOXB3 HOXA7 ITPKB MTSS1 HOXB4 TAP2 HCG4B LINC01063 HOXB-AS3 MIR4434 SOX11_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SOX11_TARGET_GENES GTF2IRD1 SNRPA OSGEP TRMT2A RANBP1 THOC5 APEX1 CEP41 ANAPC15 SFPQ TTF1 CAPRIN1 MTF2 RBMX PBRM1 MCM7 ZNF3 ZNF146 ZNF747 SETMAR CFL1 KDM2A CUEDC1 ZNF397 HMGB1 ZNF565 ZNF140 SLC29A3 ZNF43 COX20 HLA-A AP4M1 LINC01465 XIST AC002310.1 RPL23 RNF44 PLEKHG4B GNL3 CHD2 C19orf54 MIRLET7I LINC02453 MALAT1 TCF7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TCF7_TARGET_GENES CYP51A1 KRIT1 LASP1 ICA1 CFLAR KDM1A RBM6 HSPB6 SLC25A13 DVL2 RHBDD2 ZFX TMEM98 MAP3K14 AP2B1 ZNF263 SPATA20 AGK PHTF2 IFRD1 COX10 GTF2IRD1 PROM1 PAFAH1B1 LUC7L CDK11A ADAM22 PKD1 RPS20 PHF7 NME1-NME2 ABHD5 PPP5C ERCC1 CLK1 ANGEL1 YAF2 MATR3 SLC11A1 ZNF582 CD74 RUNX3 SERPINB1 SPAST FHL1 SLC45A4 RTEL1-TNFRSF6B FAS RNASET2 B4GALT7 POU2F2 NUP160 GRN PEX3 SH3YL1 NSMAF FBXO42 PNKP PSMA4 MYO16 LSG1 AIFM2 CAPG PHKA2 CP FAM120A LTBP1 HEXB HEBP2 FOXN3 AP5M1 KCNQ1 THRAP3 OPN3 SYNE2 FAM168A USP36 PUM2 HPF1 TMCC3 RASGRF1 POLR3E UNKL YBX3 PTPRU SPAG4 WAPL DLX3 TMEM161A CTSA CNN2 BTBD1 SLC9A3R2 NTHL1 MCM10 ADAT1 SNAP91 ASB1 FAM107B CDK13 ELAVL1 NFYC LRRC40 IDI1 CACNB1 RRP15 PRKCZ CBFB PDK3 GRIPAP1 FTSJ1 CLEC2D MAOB NEDD4 LRP6 ELP1 PFN2 TMEM260 EXOC5 MNT JMJD6 TCOF1 LMCD1 CPSF1 CYBRD1 EPN2 LIMS2 ALDH3A2 LLGL2 CLCN4 PTGS2 PICALM CLASP1 MRPS34 NOTCH3 EED BCS1L HACD3 ZZEF1 SEMA3C TTC38 ZNF638 FOSL2 FSCN1 RAB7A MKRN2 SPAG5 TRAF4 RAP1GAP ARHGEF1 NFKB2 PPP1R12B DYNC1I2 FAM76B JADE1 MCCC1 SYNJ2 PPP2R5C GNB1 MLLT10 TP53INP2 MYH7B BPIFB2 UBE2D4 CDC14A FDFT1 RIMS1 KEAP1 SLC4A4 SMARCA2 PUM3 CPB2 CPOX HSP90AA1 RSBN1 AFP TCF7 PCNP EXD2 CDC14B JMJD4 IL12RB2 MRPL22 NFE2L1 SEMA5B ITGB5 ERC1 TNPO1 P2RX5 PDS5B SLC27A5 ZNF586 REST HAL GSTP1 APOB CTTN WNT11 MGST2 ALG9 FTL L2HGDH GNAS CASS4 RFX2 PTPN4 DNMT3B DOCK3 KIF9 TESC SNX5 ESF1 KIF16B RBM41 LYZ RAB11FIP3 CERS4 MCOLN1 TF CDV3 ZC3HC1 OSGEP TGM1 SEMA6A WDR76 COL9A3 MYL6 MFSD11 NUP50 VNN3 SEC22C CBX5 ARCN1 PTGS1 SORBS1 WAC CREM HIVEP1 SRPK1 BRPF3 JAK2 SCD MYO9B PSMD8 POLRMT IZUMO4 MADCAM1 TRMT2A RANBP1 MED15 SNAP29 LZTR1 CABIN1 SF3A1 RNF215 TOP3B GGA1 HIRA SEZ6L CRYBB1 TOMM22 RSPH14 PDGFB ASCC2 EIF3D TNRC6B ACO2 DESI1 PRMT5 NIN DDHD1 CCDC198 LGMN C14orf93 TRIP11 SRP54 DCAF11 PSMA6 ABHD12 NINL NDRG3 RAB5IF ADNP PFDN4 CSTF1 DNAJC5 NELFCD RNF24 ARFRP1 NDUFAF5 SNPH FERMT1 KIF3B MAPRE1 JAG1 E2F1 SPINT3 METTL4 SMAD7 PRPS2 XIAP RBBP7 SLC25A14 PIM2 TAZ CDK16 MAGED2 SUPT20H INTS6 HSF4 PHKB N4BP1 ZNF821 SMPD3 WDR59 CRISPLD2 TSC2 FOXF1 CIAO3 FBXO31 GSPT1 CLUAP1 CPPED1 RBL2 AAGAB IQCH TRIP4 RAB11A DTWD1 BMF SGK3 BRF2 INTS9 DECR1 EEF1D INTS10 ERI1 LEPROTL1 GSR MCM4 BNIP3L KCNN4 MAP4K1 SNRNP70 IL4I1 TLE6 ASF1B OLFM2 RASAL3 AKT2 CLIP3 TGFB1 SULT2A1 PTPRS RAB3D TMEM205 PLPPR2 TNPO2 SUGP1 ERF GSK3A RASA4 CDK6 SP4 MET SSBP1 CPED1 FKBP14 PLEKHA8 CASP2 IMPDH1 MOGAT3 C1GALT1 RPA3 MEST ANKMY2 URGCP TBL2 TLE4 PLGRKT TBC1D13 CREB3 BAG1 UBE2R2 HPS1 RASSF4 DNMBP NSMCE4A PLEKHA1 UNC5B CCSER2 CUEDC2 EDRF1 MAP3K8 DKK1 EBF3 TASOR2 XPNPEP1 TFAM KRT23 GOSR2 RNF167 RAI1 BLMH DRG2 ALDH3A1 SMARCD2 DDX5 C17orf75 LRRC59 HDAC5 SMURF2 MMD TMEM33 DCUN1D4 RPL34 DHX15 HTATIP2 EHD1 CCND1 CCDC86 TRIM3 APOA5 CEP164 RNF141 CBL MDK AMBRA1 CARS1 SLC35F2 SOX6 NUP98 CHKA PRDM4 TNS2 DUSP16 ACAD10 TBC1D30 CPSF6 ACRBP ING4 CHPT1 HCFC2 C2CD5 NEDD9 HINT3 SOD2 FBXO9 ZNF451 RAB23 CCNC MED23 ALDH5A1 SLC17A2 HBS1L ZBTB24 SLC39A7 BYSL SLC29A1 MEP1A PFDN1 LOX SPARC CLK4 ARSB RASGRF2 ARRDC3 SUB1 RAD1 BRIX1 SKP1 TCERG1 PDGFRB CPEB4 BCL6 AMOTL2 OGG1 KPNA1 HES1 ACAP2 BBX IQCG SNX4 PLSCR4 HEMK1 KLHL24 FOXP1 EIF4G1 SLC4A3 RTKN CCL20 SLC35F5 DNAJC27 CENPA GTF3C2 EIF2B4 NRBP1 FNDC4 GCA INO80B NDUFS7 AUP1 RTN4 HTRA2 CCDC88A STAT1 MOB4 HSPE1 ZNF142 ABCB6 PPP1R7 PASK TAF1B HPCAL1 GORASP2 SRSF7 ORC4 PLEK ATF2 THADA TRAK2 NFE2L2 MORN1 ANGPTL1 S100PBP RNF19B GADD45A RO60 UCHL5 SRSF11 AGMAT MFAP2 KDM5B HMGCL GALE EBNA1BP2 ATP6V0B CCDC181 DR1 UTP25 NEK2 NSL1 PROX1 ESYT2 RPS25 NRP2 KLF7 USP35 PHF3 TNFAIP3 SGK1 CCN2 ARMC2 TGIF2 CCNI UCHL3 GTF3C3 TJP2 CCDC92 HEATR1 ABITRAM BSPRY HDHD3 MAPKAP1 CSF3R FLVCR2 NRDE2 YPEL5 EPCAM MXI1 C10orf88 DENND10 WDR11 KCNIP2 MTHFD1L TASL SMAD9 EXOSC8 ETF1 TGFBI SIL1 KDM3B SOCS2 DUSP4 CLU SORBS3 ZNF706 LYPLA1 COIL ABCC11 TENT4B ADCY7 A1BG ZNF211 PDZRN3 PILRB KHDRBS1 TMEM39B ZNF639 PIK3CA ZSCAN20 GTDC1 RPL21 CD244 SERAC1 TRMT13 RWDD3 BBS9 EEPD1 NXPH1 SLC25A51 AKR1D1 SRGN ZWINT PFDN5 KBTBD4 SERPINA7 FAM199X TTC21B ACVR1C BAZ2B SLC36A1 B9D2 COQ8B C4BPA C4BPB PIGT ZNFX1 STX16 KCNK15 TP53TG5 ZBP1 NEURL2 SNRPC ZNF391 MED20 MAD2L1BP KLHDC3 RREB1 MYRF SSUH2 MT2A ABCC4 DMAC2L PTGER2 MED1 OPA3 SNRPD2 GPCPD1 PANK2 FOXA2 PSMF1 TMX4 STK35 BFSP1 DYNLRB1 PCID2 CAPNS1 UXT KTN1 TIMM8A IPPK MASP1 ATP13A4 PLAAT1 AUNIP RBM48 SPINK2 DGCR8 SPECC1 VGF PODXL MKLN1 IRF5 MYO1B MTX2 HOXD10 PSMG2 INO80 DLL4 CLN6 ARPP19 VPS13C THAP10 ANAPC13 MBD4 PSMA1 BBOX1 SERGEF TXNDC17 PUS7L KRI1 AJUBA FOXJ1 RHBDF2 TTI2 MAU2 DOCK6 ANGPTL8 PRKCSH ACE2 AFDN ACTN4 MAP1S GDF15 OLFM1 CAMSAP1 CALY MNX1 YIPF2 SESN2 SHFL MPP1 UBE4B CASZ1 SLC35D2 RGN PPIL4 ZNF341 HAUS8 RBSN DIAPH1 NPHP4 TNS4 CHD1L THAP1 RAF1 EMILIN2 ILKAP SCLY RAN MYBBP1A TBC1D14 EIF5A REEP2 MTSS2 PCED1A USPL1 PEMT SCO1 PIK3C2B CSNK1G2 CTIF CDK7 BHLHE40 ARL8B MEIS2 SORT1 SPIRE1 PPHLN1 SLC38A2 PLEKHA8P1 YWHAQ GRHL1 CRB1 PUM1 YARS1 TMEM258 CLOCK COL4A2 CARS2 UBQLN1 ADAM19 HNF1A CD36 TES ANKRD6 KHDC1 ATP5MC2 PRPH ZC3H10 OS9 AHI1 MDM2 KIAA0513 NTPCR PIGC CYP27A1 ARMC9 TMEM127 SCYL2 CKAP4 NEK3 RNASEH2B PHF11 LMO7 NUP42 HUS1 TTYH3 CALCOCO2 RSAD1 MYCBPAP SRSF1 TACO1 IL1RN GYPC STAM DNAJC1 ECPAS TOR1A TMOD1 FPGS HEMGN PSMB7 UBAP2 APTX TLN1 DENND4C ZSCAN9 TFAP2A BPHL RIPK1 TCF19 FLOT1 VARS2 TAF8 SYTL2 PRCP SDCBP SORL1 DCUN1D5 TRIM29 MAPKBP1 LRRC49 SMAD6 PAK6 FBXO11 TACC2 RBP4 ATIC METTL5 INTS14 UBL7 ARHGAP24 HERC3 AP1AR FGF2 NUP54 GSTCD INTS12 RGS3 ETV6 FGD4 PRICKLE1 CLSTN3 INHBE PHLDA1 AMDHD1 SLC39A5 NABP2 ESYT1 VPS37B SRRM4 ABHD13 CUL4A WDR20 SERF2 DISP2 CDAN1 UBE2Q2 SCAPER WDR61 IGF1R USP3 BBS4 ABHD2 MFGE8 EFL1 NKD1 MAP1LC3B MBTPS1 OSGIN1 NDUFB10 PDPK1 TOM1L1 ARSG C17orf64 GNAL SLC39A6 ASGR1 CCDC40 SLC16A3 CSNK1D TBCD NARF DYM FBXO15 DPP9 CCDC97 PGGHG COL6A2 SCYL1 APP DOP1B SAE1 MYO1F ERVK3-1 TIMM29 PTH2 EPHA2 ZNF593 TINAGL1 MTF2 POGK PPOX NR1I3 FCRL5 ZNF687 MCL1 PI4KB EIF2D CEP170 SNAP47 GUK1 PSEN2 HNRNPLL CALM2 WDPCP CIAO1 SFXN5 ST6GAL2 FBLN7 AMMECR1L UBR3 HSPD1 CCDC150 KANSL1L ANKMY1 VGLL4 IQSEC1 PTPRG TMF1 LRIG1 AHSG FIP1L1 OCIAD2 SNCA ANK2 MYO10 RPL37 OSMR PLK2 IQGAP2 GIN1 PPIP5K2 GABRB2 FBXO38 CPLX2 TBC1D7 FARS2 DCDC2 FAM193B TNFRSF21 PHIP ARMT1 C7orf26 IGFBP3 IGFBP1 TRIM50 TLK2 HDAC8 NDUFB11 OGT SNX12 DIAPH2 TACC1 GOLGA7 MTDH RSPO2 FAM83A UHRF2 C9orf72 ZCCHC7 AOPEP PLPPR1 GSN SURF4 SURF1 SURF2 REXO4 SLC25A25 NACC2 ANKRD1 FRA10AC1 TCF7L2 MTG1 GSTO1 ITPRIP C11orf49 ARFGAP2 CELF1 VPS51 ITGB1 HNMT MTMR12 DIXDC1 UBC ITPR1 DCP1B OXSM PLBD2 GXYLT1 NPAS3 MIPOL1 PTPRO QDPR ITIH2 ZNF385D FBXO4 MZT2B ASTN1 GEMIN6 UHMK1 TADA1 NMT2 TMEM123 SAR1B SLC16A12 PTPRK PART1 HNRNPU RANBP2 TMEM251 CD8A CFDP1 CMIP TRIP12 PPP2R5E CHST9 TBCEL CEP112 MIA3 ENAH BUB3 C10orf90 L3MBTL4 APCDD1 SLC25A28 LARP1 KDM8 RNF20 RRAGA SLA VBP1 PSD3 MIDEAS UGT2B4 ADK DPY19L4 BACH1 RPGR KAT6B UTP14A AIFM1 MFSD14A SASS6 RBPMS C8A SSBP3 GATAD1 AFAP1L1 TMEM268 PSMG3 AP3S2 PANK4 RER1 FANCC MRAS MITD1 ZFAND2B EMSY GPAT4 ZSCAN12 TAGLN2 RNF166 DEDD DMTN APOA2 SYNJ1 LAD1 CLDN14 ADPGK SSU72 CPAMD8 UBASH3A SLC37A1 HSF2BP RRP1B PDXK RRP1 FAM207A ZNF208 BRSK1 TMEM190 TAOK1 DEDD2 JAML PCSK7 ANO10 NBEAL2 CCDC12 FGFR4 CYP11B1 PPP1R16A RPL8 MAML1 YDJC AP2M1 ABCF3 DMKN BDH1 NPHS1 ACOX1 CYGB SRSF2 TMEM143 NAGS LEMD2 FGF11 SSTR5 AMDHD2 ADCY9 CLPB NXF1 MAGOH MEGF6 KIF26B PUS10 PEX13 DISC1 MEMO1 DUSP19 BOLA3 TDRD10 HELQ MRPS18C YY1AP1 LRRC58 ARPC2 SSR2 CLASP2 MNDA FABP1 PTPN13 DCLK3 SLMAP SMIM14 HPS3 SNRK LZTFL1 DTX3L ZNF148 TMEM41A RPL39L ABLIM2 ZNF691 DNAJB14 PLXNB1 TEX264 PPM1M PRSS12 CEP44 ADGRV1 STARD4 CDC20B RHOBTB3 ERAP2 NSA2 GFM2 ACSL6 GDF9 LEAP2 TRA2A SP8 COL1A2 FNDC1 BRI3 DLC1 MED30 SPAG11B INTS1 SLC4A2 TP53INP1 SNAPC3 TMEM65 PSIP1 LETM2 MID1IP1 FBXO33 MBL2 DEPP1 KLHDC2 COMTD1 QSOX2 FAM204A PRDX3 SNAPC4 BMS1 METTL17 NDRG2 ZNF219 PRAP1 LARGE2 MOAP1 SERPINA12 CCDC38 CEP57 TCP11L2 DEPDC4 CCT2 C16orf71 FAM227B C2 SMPD1 PPFIBP2 PRTG TMEM41B ACSM1 CATSPER2 SAAL1 PPIB CIAO2A PCLAF ATP23 MRPL16 SMAD3 MARS1 FAM102A TRUB2 COQ4 ISLR2 RNF214 DUS2 ENGASE TBC1D16 ART5 PPP2R3B ZNF668 GATAD2A PROCA1 DHRS13 RHEBL1 TUBA1C SERTAD3 ZNF526 HSD11B1L CYB5D2 KLK6 ZNF83 NDUFV1 MGAT5B CYP7A1 RAB3IL1 SLC3A2 TRANK1 CTNNB1 ULK4 LTBP3 SF1 ANKS3 KIAA1586 BMI1 PDHB MPLKIP RHOH RAB31 CCDC110 FEN1 TMEM223 AXIN2 LDLRAD4 SEMA4C TET2 STX18 ATOH8 SOX14 TNIP2 CEP120 MFF GRM5 E2F6 UPF3A EFNA1 SH3TC2 MRPL1 SHE P2RY12 GP2 PTK2 RNASE6 CXCL8 SCN9A CLIC4 ZNF280A GJB1 ANTXR1 ASPSCR1 DCXR NLGN1 REPS2 GUSB ZNF747 UBE2E3 CHRNB1 ADPRM SMAD1 GPRC5C TMEM182 KRT8 SERPINB9 SMAGP USP32 PYGO1 LRRC8E ZNF692 RBKS FAM241B UGT2B7 LRG1 FAM98B XAGE3 ZNF581 ZNF561 LRRC8D PPID FGA ENC1 TMEM51 PAH SPATA5L1 CTPS1 ZNF570 RPS7 RNASEH1 PPIH JMJD1C THOP1 MOB3A CYCS TEFM ISG20 HMGN1P35 BSG IL16 GNB2 FGGY TCEAL1 MAB21L4 AGXT FIBP NIPAL4 ZNF596 TMCC1 SP3 PHF8 ADH6 KAT5 RHOD CKS1B TRIB1 GLIPR1L1 SMARCC1 FKBP2 CHD2 CCDC106 HEG1 C11orf80 TOMM20 STAT5B CCDC13-AS1 PHOSPHO1 UBXN2A FBXO45 RGMB FAM53A CTU2 PRPF8 ZBTB4 LIG4 GOLGA6L2 ZCCHC12 IGDCC3 RESF1 CEP135 PDZK1 NDUFA11 RSRC1 FBXW8 ATR TMEM51-AS1 HIGD2B CKAP5 MED16 TP53I11 APOF RFESD CLCF1 DRAP1 LONRF3 C11orf68 PAAF1 RPS6KB2 MTLN AURKAIP1 ETV4 BAIAP2 A2M TMPRSS7 GPX2 SPHK1 SLC35G1 CRLF3 VPS37D KBTBD11 B3GNT5 NANOGP1 ACSF3 C15orf56 LRRC37A3 WSB2 IRAG1-AS1 ANO6 ULK1 ZBTB38 FLJ13224 ZFAS1 TGIF1 RABEP2 CRACR2B RPS27 ZNRF3-AS1 DMAP1 STAP2 SH2B1 PRSS36 AQP11 KCNG2 PLEKHM3 FAM219B CPN2 EFCAB13 FBXO34 MRFAP1L1 C14orf39 CLK3 ELMOD2 GEMIN4 C14orf28 PCBP1-AS1 B3GNT3 LINC00652 PUF60 PSTK ZADH2 ZNF48 F2 ZNF816 OAZ2 ZNF609 DIP2C-AS1 SMG1P3 MAP3K15 PPA1 ZNF443 CUEDC1 KCTD2 TRAPPC5 RPH3AL PENK POLR2A FRAT2 SLC2A4 C5orf24 COA4 GINS3 CHST15 ADIG KCNIP1 CREB3L2 SHISAL2A KCNA4 CACNB4 NPLOC4 KCNK4 MFSD5 NXPH3 EPHB3 TRAK1 ANXA2 CEP63 SLC25A10 SMDT1 LINC01547 ZNF623 PMCH CCDC159 SF3A3 MX2 ZNRF3 MRPL54 TRIM52 ZNF703 FAM3B SRARP PTP4A2 ADAP2 SCFD2 OLIG1 C11orf72 SLIT3 PTP4A3 SEPTIN9 ATL3 UBE2G2 ZBTB7C RBM43 IMMP2L ROBO2 AP3M1 F8 MAFF RPL9P14 RPS27L FAF1 MIXL1 UBALD2 NOTUM GAS2L1 MRPL30 SDHAP1 IRF7 L3MBTL1 LMNTD2 NR2F2 SP1 MRPL40 LMLN P4HB BRWD1 SNAI3 WDR53 BCAP31 ZNF829 IRS2 ANKRD46 SLC51B LINC02610 PPP1CC KRT10 TMEM222 SMIM29 KTN1-AS1 ZDHHC17 SERPINA11 ZNF395 KANK3 ESPN MT1X COL4A1 AGMO CYP26C1 TET3 EXD3 DHRS4L2 SECISBP2 SEMA4D CARD9 ZFP69B TMEM220 CCDC157 C17orf99 TPRG1 ZNF669 BLOC1S5 IER5L KRTDAP DUSP28 PAQR9 SAXO2 CYP51A1-AS1 NOXA1 TBC1D3P2 TMEM201 CALHM6 SLX4 ZNF563 ZNF292 KCTD21 ADAT2 ZNF567 SP6 LIN54 HMGB1 BLOC1S2 SPATS2L STK40 GREB1 LCOR SFTA2 CD55 XRCC6 C20orf204 ZNF569 ZNF775 ZNF799 IPO4 TPK1 NACA AJAP1 MRTFA ZNF782 ZNF846 TCF4 TRAPPC4 TOMM7 ZNF418 SNHG17 CASP4 ANXA4 METTL9 ZNF398 ZNF441 ZSCAN26 PCBP2 ZGPAT PGAP1 ACSL5 PIWIL2 MIRLET7BHG SERPINA1 KANK2 GTF2E2 SYNGAP1 ZNF675 GPX1P1 SERPINB2 DNAH10 EME2 INKA2 GPAA1 NKIRAS1 TEAD4 ERO1A ZNF823 PLCG2 ZNF71 LEKR1 SNHG12 IRAK4 ZNF84 SFI1 ADH4 ZNF248 MIER1 DDRGK1 HSD17B11 SLC29A3 HELZ SPRED2 GFPT1 TCAF1 ZNF583 ZNF568 SH3BGRL2 ZNF43 PABPC1P2 C2CD4A COPS8 NCOA6 GLMP MSRB1 EPS8L3 FAM169A TMEM184B UBE2J1 OPA1 CES1 RUSC2 FICD SMC5 CAPZA2 KIAA0753 RNU6-874P RNU4-2 IQANK1 CHML TATDN3 SERTAD4-AS1 LINC00862 SNHG5 LIME1 ZYG11A HSD17B8 RXRB TAP2 AGPAT1 SP5 SKIV2L NELFE MBD5 C12orf73 ZBTB10 SAP25 NT5M CCDC85C AC004980.1 TMSB4X HMGN1 C22orf42 LRRC72 JPT2 TMEM200C SELENOH LINC01089 ZNF580 NUP62 CEP43 SCAF8 SUPT4H1 SIPA1 ARL2 DNAJC9 NDUFS3 RPSAP54 CLIC1 DNASE1 TTLL3 REPIN1 LYRM4 AC132008.2 ANG CDIPTOSP LINC01347 PHB2 SKOR2 HMX1 GCGR IGSF23 FNIP1 SP9 PAM16 HSPA8P15 NBPF1 MIR1205 ZNF816-ZNF321P FAM185A ACSL6-AS1 CCDC18-AS1 LINC01767 EDRF1-DT MIR3681HG HAGLR MKRN5P LINC00620 HSD52 PDIA3P2 BOLA3-AS1 LINC01623 C3orf86 LINC01534 AC092802.1 NUP50-DT SLC16A1-AS1 KIF4B AL606760.1 CHCHD2P1 LINC00161 WDR11-AS1 MIR663AHG SUB1P1 MROCKI PRELID1P6 MIR646HG MIR34AHG CES1P1 WEE2-AS1 TRDD3 HECW2-AS1 BTBD6P1 AJ009632.2 PANK2-AS1 MAST4-AS1 CRPPA-AS1 PROX1-AS1 PSMG3-AS1 LINC01293 ZNF674-AS1 LINC00271 CCNQP3 PLSCR5 ITPR1-DT LINC-PINT TMEM139-AS1 TRAF3IP2-AS1 LEF1-AS1 FTH1P7 LINC01549 LINC01431 GOLGA8N SNHG15 SNHG7 RPL12P3 LINC00472 GPX1 TRIM26 RNASEH1-AS1 ZNF879 ELK2BP ZNF37BP JRK SDCBP2-AS1 EPCAM-DT HMGN1P18 ID2-AS1 ANKRD65 PPP1R3E HIPK1-AS1 GNAS-AS1 OLMALINC LINC01067 LINC02243 PRKG1-AS1 LINC01186 DNAJC9-AS1 INTS6-AS1 LINC00299 RAP1BP1 NIFK-AS1 ZNF503-AS2 AL359710.1 RAC1P4 LINC01275 FLG-AS1 ABCA17P MID1IP1-AS1 LINC01053 CASTOR1 NME1 MRPS17 LILRA4 RPL12P28 TCAM1P AADACP1 LINC00886 HOXA11-AS TDGF1 FABP5P3 PI4KA BMS1P4-AGAP5 BMS1P4 PRAF2 STMP1 MNX1-AS1 CFAP57 TTC4 DBNDD2 ITGB5-AS1 LINC02453 CRNDE AC090515.2 GPR176-DT UBL7-AS1 MIR4458HG LRP4-AS1 STX18-AS1 LINC01194 TRIM52-AS1 LINC02275 LUCAT1 CDK11B HAS2-AS1 LINC02428 AC046134.2 LINC00939 SLC7A11-AS1 SMIM20 SLC2A9-AS1 LINC02105 SELENOP PRODH2 GLUD1P3 AC244502.1 ZNF674 TMED7-TICAM2 AIDAP2 MALAT1 HOXA-AS2 CERNA3 RPSAP74 GASAL1 CHMP4A EGLN1P1 AF131216.3 GLTPP1 ELOBP2 AP001830.1 AC011092.2 UVRAG-DT POLG2 DENND11 KRT126P LINC02298 P2RX5-TAX1BP3 SLC7A5P2 TRIM34 AL356020.1 H2AZ2P1 RNASE4 LINC01146 AL359317.2 BLOC1S5-TXNDC5 ADNP-AS1 RBM15B AC092287.1 SLC7A5P1 RNF126P1 BOP1 AC124068.2 AC073878.1 GAN GOLGA6L7 SSTR5-AS1 LINC01996 AC005670.1 MIR4515 MIR3197 AC091138.1 DCXR-DT MIR3138 GLUD1P2 LINC01900 TXNIP NDUFV2-AS1 BAHCC1 STRADA PNLIPRP2 MIR4478 MIR4437 AC027097.1 ZNF561-AS1 MAP3K14-AS1 CGB1 FDX2 SINHCAFP2 LIN37 AL031666.2 MIR3188 SMC5-AS1 AC010271.1 AC132192.2 MTDHP4 IKBKG CCDC194 RMRP LINC01480 AC009549.1 TAF15 SMIM12P1 IRF2-DT GTF2H5 CASC15 DAP-DT MAGI1-IT1 ADIRF-AS1 DCP1A ARL2-SNX15 APP-DT INO80B-WBP1 NATD1 H2BC6 NUDT18 RNVU1-26 LINC02340 FGD5P1 TUBGCP5 UHRF1 AL034550.2 SRCIN1 CCL3 LINC02255 RNVU1-28 RN7SL3 LINC01667 LINC01101 LINC00921 ARRDC3-AS1 TMEM265 RBMX_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RBMX_TARGET_GENES RBMX EEF1A1 MIR7-3HG MTCO3P12 SNORD61 MT-TF MT-RNR1 CUX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CUX1_TARGET_GENES RECQL GDE1 ZNF263 BAIAP2L1 FARP2 IFRD1 CCDC124 SPAG9 UBE3C LRRC23 FMO1 QPCTL EXTL3 CCDC88C PLEKHB1 SPAST KPNA6 SNX1 ARID4A MFAP3 BOD1L1 LIMA1 PLEKHA5 FNIP2 FSTL4 AP5M1 PLEKHH1 FAM114A2 NDC1 STYK1 VMP1 TMEM161A LPAR2 OAT COL17A1 MTFR1 PKM FTSJ1 ERLEC1 PPP2R5B AP3M2 TESK2 PRKACA AP1M1 SLC24A1 SRI EIF4G3 SART3 BAZ2A ANKRD13A EXOSC5 LRCH4 PCM1 RIF1 MEF2C DOP1A TNPO1 ZNF446 SCAMP1 PREP ZNF213 ITPKC ZFAND6 AURKA MRPS33 LYZ RBM27 CDV3 EPB41L4B TMED1 MMP11 CABIN1 TXN2 RIN3 RPS6KA5 YY1 HNF4A CSTF1 HM13 MROH8 RBBP8 TBL1X AMMECR1 CAB39L ZNF423 VAC14 TANGO6 HSDL1 TRIP4 EHD4 CEP152 DTWD1 BMF OIP5 BLOC1S6 SNRNP70 PIH1D1 PPP1R13L ERCC2 TLE6 PPP6R1 CCNP BABAM1 GCDH LENG1 COPE DDX49 OGDH CPED1 SNX8 FBXO24 IMPDH1 AGR2 TLE4 TUBD1 RPS6KB1 ENO3 SMARCD2 EFTUD2 PRKAR1A RANGRF SLAIN2 UFSP2 FNBP4 VWA5A AIP EXPH5 ACSS3 ITFG2 VPS29 CDK2AP1 GTF2H3 EIF2B1 RAB5B GOLT1B C2CD5 NCOA7 PEX7 TBP BRD8 KIF20A MRPS27 TMCO6 PCDHB3 CLK4 POLR3G ARRDC3 NUP155 PPP2CA CSNK1A1 ERGIC1 IQCG PLSCR4 COMMD2 ASB3 INO80B CLIP4 OTX1 MLPH ID2 DLX2 DNAJC16 MYCL RBBP5 RSRP1 NSL1 POLR1G IFT46 ATP10B CCN2 RPN2 ABCG2 DNAH7 ABCD4 ZNF410 SUPT7L TMEM214 CUTC PROSER1 HSPH1 EXOSC8 TGFBI AKAP1 PLBD1 EGR2 WDR83 ATF1 ATG101 NFE2 ATPAF1 COQ8B PARD6B CHD6 STX16 PPP4R1L BCAS4 AARS2 CNOT1 CHCHD5 SNRPD2 SGPP1 COX7C INO80 ALDH1A2 AP1M2 PARP2 TTI2 PRKCSH APOC1 SAFB2 SYNE1 LATS1 PSME3 ANKHD1 UBE2D2 NIP7 VPS4A PPP1R3D PATJ LARS1 SPINK5 CA1 ARNTL COX16 ELP3 CDC73 COL4A2 ARHGAP32 STT3A UBQLN1 TBX3 TMEM243 CD36 MTO1 ADGRB3 EPHA7 NHSL1 KIAA0513 CEP350 DNAJB2 VPS36 COG3 SETDB2 CIDEB ZFHX2 ACTL6A KCTD3 DNAJC1 YAP1 NUSAP1 KNL1 TMEM62 RSL24D1 KYAT3 RABGGTB CARF ASNSD1 COX17 TMOD3 INTS14 FAM13A ZGRF1 COPS4 KIAA1109 LARP1B CLSTN3 VAMP1 DUSP6 POC1B TMTC3 ARMH4 GCNT3 BNIP2 ABHD2 DET1 ZFHX3 KATNB1 CMTM3 CLTC WDR45B SAE1 EVI5L RPS11 NOSIP RPS8 PTPRF LMO4 STRIP1 MGST3 JTB ILF2 MEIS1 POLR2D UBR3 HSPD1 TMF1 LPP PLAC8 PM20D2 ARMT1 HDAC8 SNX12 CEP78 SLC25A25 TCF7L2 PPRC1 ARID5B CCT5 DIXDC1 UBC OXSM RAD9B EIF4E NADK2 SAR1B ADGRF1 ADGRF4 CEBPG SREK1 MSI2 CEP112 CXXC1 APOOL FBXL18 KDM8 RMND1 CCT8 SFR1 KCNS2 ZFAND3 ZNF689 FBRS ZIC3 BUB1B KCNJ15 CREB3L1 TAB3 AP3S2 EYA3 AHCYL2 DEDD ATP5MC1 RUNX1 ZDHHC1 KALRN ABCG1 KLHL21 RBBP4 BRINP3 ARPC5 KLHDC9 STPG2 PMVK SPTA1 PRKCI IFI16 SPICE1 SLC4A1AP SNIP1 SENP2 ANAPC10 TMEM161B GRPEL2 ERAP1 NSA2 GFM2 DAGLB FABP5 INTS8 TMC1 NOL6 VCP PIGO AKR1E2 VDAC2 FAM227B GARRE1 ATMIN PKD1L2 RIMKLB ATF7IP2 CIAO2A FAM111A PCLAF DOLPP1 POLR2G TTC39C GNG4 INSM2 HEXIM2 DHRSX ASMTL CSNK1G1 SLC33A1 CRADD ZNF282 FAXDC2 SMAD1 KRT8 SPATA24 ACYP2 TTLL6 KBTBD2 GSTA4 FEZ2 NAIF1 MCC ETFDH P2RY6 ATF7IP NINJ2 MLLT3 SHLD1 RARG KAT5 C1QA MARCHF10 C12orf76 LARP7 VCPIP1 MED16 KLHL38 GPX2 ZBTB8OS SPRYD4 PLAAT3 LRRC37A3 FBXO46 ANO6 UMODL1 ASB8 DMAP1 STAP2 PLEC ZNF713 OPLAH FBXO34 SAMD4B TMEM125 CLK3 PCBP1-AS1 MYADM SEPHS2 ZNF609 HARBI1 GLIPR1L2 ACBD4 MRPS23 SNRPE RAD51B RGS6 RPL35A ARHGEF37 ZNF623 CCDC159 UTP11 TRMT12 GUSBP1 MACC1 FAM3B PGP SNRNP35 SEMA4B UBALD2 CCDC137 TEDC1 NR2F2 P4HB PIP5K1C BTN3A2 CEACAM19 ARAP1 PRR5 DYNC2H1 NHEJ1 TUBB4B SUMO2 UTS2B FAM47E JPT1 TOGARAM2 HMGB1 BLOC1S2 MYT1 SPATS2L GREB1 MAN2A2 TCF4 ZNF252P SMIM10L2B ZNF398 PCBP2 DACT3 ADARB1 FCHSD1 MBP LEKR1 CCDC151 TMPRSS11F RPL23A SPRED2 LRBA SLC9A6 SCAMP5 LRIG2 FOXJ3 PJA2 RNU5B-1 RNU5D-1 RNY1 RNU1-132P SNORD113-9 RNY3 CAPN8 SYS1 ASAH2B AGPAT1 ABHD16A NFKBIL1 DCTN1 C4orf47 C4orf46 PRR13 CRLF2 HACD2 RNU6-9 IGLV3-32 KRTAP3-1 SFT2D2 CRYGS ELK2AP COG8 RBMXL1 RPS29 ATP6V1G2 UCA1 PLIN5 STARD10 ARHGEF28 DHRS4-AS1 MIR1265 VPS52 ABCC5-AS1 LINC00466 SMIM13 LINC01823 ARL14EPP1 PLEKHM1 MKRN2OS MCRIP1 FTCDNL1 CFLAR-AS1 PSMD10P2 MEIS1-AS3 ISCA2P1 VN1R28P ZNF731P SPECC1P1 HCG20 EFCAB14-AS1 RPL41 CRPPA-AS1 LINC01734 SERPINB9P1 RPS18 LINC02015 LINC01354 DARS1-AS1 MCTS1 H2BC15 OR1AA1P TATDN1P1 ID2-AS1 ZSCAN31 SSR4P1 LURAP1L-AS1 LINC01732 LINC01351 AC022034.1 AL391832.2 RNU7-195P MYLK-AS1 RN7SL346P RN7SL445P ISY1 RN7SL39P TOMM22P6 PISD DACT3-AS1 ZNF585B PLA2G4E-AS1 OIP5-AS1 BCKDHA MEF2C-AS1 OR10J2P LINC00992 HAUS5 TMEM251P1 THBS4-AS1 PDCD6 MALAT1 ATXN7L3B AC011379.2 MPV17L2 ATP6V1G2-DDX39B STX16-NPEPL1 ANKHD1-EIF4EBP3 AC024475.2 LINC02707 SNHG1 PSMA3-AS1 CUX1 ITFG2-AS1 LINC01579 POC1B-GALNT4 RPL21P12 HOXB7 LINC02533 CISTR LINC02252 C15orf65 ISY1-RAB43 ZNF234 ZNF213-AS1 BAHCC1 MIR3646 MIR4766 AC002115.1 FDX2 FMC1-LUC7L2 MAN2A1-DT LINC02343 ANKRD34A ZNHIT3 INO80B-WBP1 SNORD28 PSMB3 MIR6070 SNORD22 GHET1 RN7SK ID1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ID1_TARGET_GENES C1orf112 FGR HS3ST1 M6PR KDM1A ZMYND10 CIAPIN1 MSL3 ITGA3 TMEM132A PHTF2 ELAC2 UPP2 CCDC124 KIAA0100 CDK11A NADK PLEKHG6 MPND PKD1 ZNF200 LARS2 QPCTL ERCC1 RNF14 CAPN1 NUDCD3 MRE11 RTF2 ALAS1 CCDC28A TOMM34 VRK2 SNX1 RANBP3 ALG1 ABCF2 FUT8 PEX3 DAPK2 ZZZ3 EDC4 RAI14 CTNS PHF23 TPR ANO2 NOP16 USE1 TRAPPC3 THRAP3 PTPRN PUM2 DCBLD2 ATG5 TMCC3 MXD1 CTDP1 PTPRU SPAG4 APPBP2 U2AF2 INTS13 CTSA AP3D1 DGKA GSTO2 CDK13 DIP2B GOLGA5 TNFRSF1A TP53BP1 DHX8 PRR11 ATP1B3 MAPK6 LRP6 PFN2 SPTB PABPC1 DAZAP1 PDCD2 PTPN18 MARK2 SDHA ACAT1 SLC25A3 DLG1 PAX2 MLH1 TRAF4 SNRPA MCCC1 XRCC5 CDC14A RAPGEF3 KIF22 DDX1 DNM2 SLC35C2 PSEN1 MOK NDC80 RSBN1 CDC14B DUSP12 DELE1 SMARCD3 FAM135A TDRD3 ZNF324 ZMPSTE24 STARD7 APLP2 WBP11 TXLNA GCKR MECOM WDR47 CHERP NFX1 EIF2AK1 TXLNG ZW10 PGS1 KLHL42 RFX2 PTPN4 TPX2 ANKRD10 SNX5 ANAPC5 SLC8B1 CFAP61 LHX5 OAS1 GCN1 RPLP0 GANAB DDX24 NUDC SPG21 OSBPL8 TXNL1 IL5RA ZC3HC1 HNRNPC SNAP23 MFSD11 NUP50 SUCO HNRNPH3 SYDE2 ATP5F1D TECR BCL2L13 GGA1 TCF20 HSCB PPP6R2 RHBDD3 ASCC2 TXN2 KCTD17 ST13 L3MBTL2 SOS2 CDKL1 PLEK2 VTI1B AHSA1 PPP4R3A TRIP11 SEC23A GSS TRPC4AP SLC52A3 CDS2 CRNKL1 APMAP LAMA1 NXT2 WDR13 RBM3 DGKH INTS6 LYRM1 CENPT ESRP2 CRYM GSPT1 RNF40 RPAP1 BLOC1S6 INTS9 POP1 UBXN8 SNRNP70 PIH1D1 IL4I1 MED26 ILVBL RPS16 MRPL4 MEIS3 RAB3A ELL SUGP1 SIPA1L3 SMG9 PMPCB SP4 RNF32 BRAT1 SSBP1 ABHD11 MEST POLD2 TLE4 AK1 GLIS3 KAZALD1 TASOR2 PSMD3 CASC3 CBX1 ICAM2 SGCA TMEM97 UBE2D3 SEPSECS FBXW7 TBC1D19 UFSP2 ZBTB16 FOXRED1 NRXN2 RNF141 ACCS MADD SOX6 C11orf58 NDUFS8 PTPN5 PSMD9 P3H3 PRPF40B KCTD10 MLEC ARPC3 ACAD10 ALDH2 SLC38A1 CAND1 RAB5B GAPDH CDCA3 C12orf57 FGFR1OP2 MCM9 TPD52L1 MRPL18 GPR63 TMEM30A MAN2A1 MRPS27 IK CERT1 CLINT1 THBS4 LMNB1 ARRDC3 RAD1 BRIX1 PPP2CA NR3C1 TRIM23 TRAPPC13 CSNK1A1 BNIP1 CLDN16 PCCB PDCD10 NCBP2 ARHGEF26 FOXP1 RTKN FAHD2A TP53I3 GPD2 ACVR1 RPS15 PAPOLG USP34 PDCL3 TAF1B NFE2L2 MSH6 PARD3B BCL9 SCAMP3 ASH1L ARHGEF2 DNAJC6 SMG7 RGS2 RO60 TTF2 ACADM ZNHIT6 P3H1 CNN3 IRF6 TXNDC12 DDX59 SPCS2 USP35 ARMC2 CCNI HEATR1 TRIM32 RBM18 HSDL2 CSF3R ZBTB45 DNAL1 TTLL5 NRDE2 ZNF410 RHOQ MXI1 WDR11 CFAP58 HOXB3 CYSTM1 TCP1 CCDC77 SOCS2 NCAPH CEP89 SEC22A POLK NAA60 DNAI1 IFT81 DDX54 CCDC91 PKN1 LRP1 TUBA1B USP45 NMI SLC36A1 PPP4R1L NAGK MCEE MPHOSPH10 GRM4 RRP36 NQO2 MT1G SLC25A35 NUP85 MBOAT7 INSIG2 ALKBH7 TRIP10 GPR108 FOSB SNRPD2 GZF1 RBCK1 SNRPB MGME1 AMOT UROD MCF2L CANX HIVEP3 UBR4 ADGRE2 GFER AKAP9 POR RBM48 PAICS PPAT TUBGCP6 CDHR3 FOXP2 CALU IRF5 LRRC17 MYO5C INO80 ALDH1A2 IVD CHAC1 ANAPC13 MBD4 COPB1 SUMF2 AP1M2 CDKN2D KLK10 MIS18BP1 RHBDF2 MAU2 PRKCSH TOMM40 RPL36 GTPBP3 RSPH3 ACTN4 EXOSC2 NPAS1 MED18 DNMT1 RBM39 ACSS2 GSE1 F12 MGAT1 NDUFA2 ANO1 ZCCHC9 MCCC2 SNRPA1 FAAP24 PODNL1 DNAJB1 BRME1 RAF1 ILKAP PNISR RIDA NIP7 TERF2 PCNA OSER1 RFXAP EPHB2 PLAAT2 CEP20 LARS1 ERG28 ELP3 BHLHE40 FKBP11 ARF3 YWHAQ CMPK2 CDC73 CCNH CABLES1 TPGS2 DHX34 CCDC146 TMEM60 MDFIC ATP5MC2 CDK4 TSPAN31 OS9 GNS KCNK1 NPL MRPL44 TSGA10 DRAM1 RNASEH2B SCRN1 AOAH NMT1 BRIP1 CCDC115 IMP4 SMC2 ATP6V1G1 IL11RA TLN1 RPS6 SLC22A23 LRRC1 CPEB2 THAP12 RAB30 CREBZF C11orf1 TMEM62 GCHFR SELENOI TACC2 RPS24 WDR12 MNS1 USP8 HERC6 KIAA1109 PPP3CA RGS3 B4GALNT3 GABARAPL1 KLRG1 SCAF11 TMTC3 AMDHD1 RITA1 KANSL2 CERS5 DENR KCNH5 GCNT3 BNIP2 HMG20A SCAPER MAN2C1 TPM1 TICRR ARHGAP17 DHX38 TXNL4B MARVELD3 KATNB1 OSGIN1 TOB1 BCAS3 RPRD1A PFKL DPP9 CAPN10 TM4SF5 NOSIP CNKSR1 ITGB3BP BCL10 UFC1 PFDN2 ACTA1 TTC13 SRP9 PLEKHA6 ARL8A SNRNP200 SFXN5 ZC3H8 UBXN4 PKP4 NBEAL1 ACKR2 RPL32 ABHD10 BOC OSBPL11 MANF CENPC TBCK SETD7 RPL37 PIK3R1 LHFPL2 SLC30A5 BTF3 TSLP ARHGAP26 G3BP1 NHP2 PRSS35 SLC18B1 PURB ATXN7L1 LUC7L2 NSDHL CETN2 MRPS28 POLR2K CDKN2B MRRF ALAD HERC4 FRA10AC1 ADD3 DNAJB12 TNKS1BP1 SLC43A1 SESN3 HYOU1 MTA2 INCENP MPZL2 ITGB1 KIAA1328 SPATA4 CCDC102B PIH1D2 NKAPD1 ABCB9 RILPL2 NGLY1 OXSM TEX30 FER VIPAS39 CDC123 FLI1 AMN1 CENPJ CACUL1 PDK1 SH2D6 ATG10 FAM151B NMT2 TRIM36 SLC30A6 HNRNPU NR4A2 INO80C LPCAT1 ZDHHC7 SREK1 RETREG1 FAM167A TRIM11 MRPL39 ZFYVE27 GRAMD2B RHOC HEATR3 LARP1 PIK3AP1 PDIA4 RNF20 MIDEAS ADK DPY19L4 CCT8 TIAM1 CDK20 ATP5MPL EEF1A1 ZDHHC5 BAG4 ZNF689 SYN2 ODR4 LDLRAP1 MRPL17 AHCYL2 SPATA2 PPP1R9A PPP1R15B EMSY NIT1 PAXBP1 PTMS ADIPOR1 STARD9 RGL4 TMEM69 ABR BSDC1 CFAP410 CHTOP PWWP3A LRRC14 PPP1R16A MRNIP SRSF2 ALDH16A1 SYCE2 SENP3 NEU3 PEX19 AXDND1 MRPL55 DUSP19 VSNL1 COQ8A RPRD2 DHX57 EIF4E3 STT3B SERPINI1 EFHB DNASE1L3 LZTFL1 NMNAT3 RPN1 IFT122 ABLIM2 C1orf50 PGRMC2 CCDC51 BSN APEH PITX2 FBXO8 ARFIP1 ELOVL7 SLC25A46 F2RL1 TIGD6 CCDC127 GDF9 UQCRQ CREBRF BMT2 CDCA7L SP8 LMTK2 HNF4G SUN1 TMUB1 COX6C FAM219A SNAPC3 PGAP4 MBL2 RPUSD4 NUDT5 ZNF503 SPACA9 BMS1 METTL17 PSMC3 IFI27L1 CCDC38 CACNB2 ABTB2 GPT2 LRTM2 NOLC1 PLEKHF1 RAG1 GARRE1 XRRA1 RPL27A ATMIN TMX3 NDST2 TMED3 PLEKHA7 CIAO2A ATP23 STX3 MAP1A MEI1 TRUB2 COQ4 ACAA2 PPP2R3B LPO MIDN SERTAD3 NCKAP5L AQP2 PROSER3 SLC43A2 C19orf48 GHDC MLST8 ABCA3 SLC3A2 C2CD3 BATF2 RBPJ COA6 THAP11 KCTD6 FAM107A BMP1 HEXIM2 DNAJC21 GFM1 ANKRD49 FEM1B COMMD8 UQCRFS1 HNRNPH1 CSNK1G1 ATF5 SLC50A1 SH3TC2 PGM2 SLC33A1 SIN3A RASSF6 CLIC4 DUS1L NLGN1 OTUD7A TIGD4 PDCD6IP NFRKB PRDM10 GPRC5C VSTM2A KRT8 MGMT PYM1 PA2G4 ARL6IP1 RNF34 KIF5B AKAP13 CELP USP32 TRIAP1 RPS9 TSEN34 ZNF672 HOPX OTP ENC1 LGALS4 WDR87 METTL18 ZNF217 THOP1 QARS1 MTBP TEFM MRPL13 ZNF131 TP53RK IL16 C2CD2L GTPBP2 METAP1D DHCR7 DCAKD KDM2A DMRT2 MICOS10 ZNRD2 SMARCC1 PEAK1 ADGRF3 CHD2 LRFN4 EIF1 PHOSPHO1 GOLIM4 MARCHF3 CCS FBXO45 LEMD3 TNK1 EXO1 SNAPC5 MSL2 FGFBP3 SRP72 CEP135 CATSPERD KCTD13 ZIC4 TRAF6 PARL CTDSP2 PHYHD1 PHYKPL LSM1 PTPN2 OR52W1 LONRF3 CCDC197 NR2F1 ORAI3 LYSMD3 CCDC57 RTTN FAM91A1 NFATC2IP MTHFR MTX3 ZDHHC13 IRAG1-AS1 CLVS1 NIM1K NR2C2 RABEP2 C18orf32 JUN DNAJC28 AC025171.1 STAP2 COX14 EPM2AIP1 ZHX2 MPI EXOSC4 FBXO34 PER1 SAMD4B TMEM125 GVQW3 RAD23A CLK3 GEMIN4 SERTAD2 C14orf119 OAZ2 LINC01559 LRRC57 SLC25A42 NPM1 ZNF322 LSM10 SNRPE ATP6AP2 FBXL6 LIMK2 LINC01006 NGRN CCDC87 C16orf72 CEP63 SRPRA EWSR1 C12orf60 SPNS2 SLC25A10 ARHGEF37 DDX41 PCBP3 TRIM52 CHEK2 SCN5A TTC32 ADAP2 CMSS1 POU6F1 PLA2G6 SEPTIN9 ZBTB40 MROH2A ADSS1 CCDC137 PMEL WDR53 DMWD SLC52A2 POMK CDIN1 GSAP ANKRD46 POLR3C MRTFB MST1P2 KPNA4 KTN1-AS1 HYAL3 HEXIM1 TMEM232 PNLIPRP1 MAGI2 C17orf97 FANCA SECISBP2 MCRS1 ZNF70 FAM122A CYHR1 MORN2 NRN1L WNT7B LINC00265 DCUN1D3 C19orf54 S100A16 MTF1 FBF1 KCTD21 ADAT2 LITAF FAM47E JPT1 PNRC2 BLOC1S2 CCDC189 CTSE SUPT5H XPNPEP3 ZNF836 NIF3L1 LONP1 ZNF775 ANAPC7 MAN2A2 MRTFA HRH1 RABL6 ERI2 DAPK1 PCBP2 ABCB8 H3C12 TBC1D9B SYNGAP1 FITM2 BLM ZNF786 VEPH1 SHPK TTC30A SPTAN1 ZNF460 RPL37A HOXC6 FAM118B INKA2 CCDC151 GRK6 HIBCH AFDN-DT OGA SH3BGRL2 C6orf89 TTC37 FAN1 CEP290 UNC13B MTCO3P12 ZNF358 FICD PJA2 MIR337 RNU5D-1 RNU1-23P RNU4-1 RNU6-312P INF2 EEF1AKMT2 ADD3-AS1 EFCAB7 LINC00963 OXLD1 PSMB8 HSPA1A HSPA1L MBD5 PRR3 DDR1 GNL1 TRIM31 TCTN1 ZNF425 C4orf47 CNEP1R1 ITSN1 CRYZL1 C21orf62-AS1 ANKUB1 HCP5 HACD2 TRIM71 RNU6-1122P MIR140 MIR616 SACM1L TSN TRBV20-1 NUP62 CRIP1 CHUK COG8 GPSM3 TREX1 CENPBD1P1 LTB4R AP1G2 GANC TTLL3 LINC02026 ST7-OT4 TTC41P FIS1 STARD10 EML6 UBXN2B DHRS4-AS1 HOMEZ DDX3X CROCCP2 MIR942 AL109918.1 PAM16 LINC00339 RNU6ATAC27P CD99P1 OSER1-DT LINC00240 SLC26A6 TMEM30A-DT KCNIP2-AS1 NUP50-DT LINC00511 EIF2AP4 LINC01635 LINC01185 WEE2-AS1 LINC02038 MT1P3 ITGB1-DT TOB1-AS1 EMC1-AS1 LIMD1-AS1 ANKRD63 CFAP58-DT DBIL5P SALL4P5 TAPBP TMA7 ASCL5 RPL37A-DT HOXB-AS3 LINC00167 AL121956.1 RNASEH2B-AS1 RPS28 RPSAP31 LINC01135 H2AC5P TATDN2P3 LINC01814 AL445231.1 ZBED5 SUCLG2P2 NDUFA6-DT ZNF503-AS2 LINC01275 AL138828.1 KIFC1 ABCA17P RBM14 ALKBH6 MYLK-AS1 RN7SL399P MTND4LP3 RN7SL62P C1orf226 PSMB9 PPIL3 KRBOX1 NSUN6 AC141424.1 RN7SL149P PISD SLC5A4-AS1 MTND3P6 SOX2-OT ARHGEF26-AS1 C4orf48 TTC4 DDOST SCARF2 N4BP2L2 LIFR-AS1 AP001122.1 AC008393.1 AP000787.1 RAB30-DT ZBED5-AS1 CKMT2-AS1 CPEB2-DT LINC00926 TRIM52-AS1 LINC01948 MTHFD2P6 LINC02374 LINC02372 PDCD6 SH3TC2-DT HOXC-AS2 LINC02105 ATP6V1E2 LMNB1-DT SMIM15-AS1 FAM86EP RNU2-19P CHMP4A EEF1G MPV17L2 TSPAN18-AS1 GAU1 FDXACB1 SNHG1 PXN-AS1 GATC BCDIN3D-AS1 AL158801.2 LINC02313 SEC23A-AS1 SALRNA1 AC011921.1 MAPK6-DT CRTC3-AS1 AL050341.2 TGFBR3L ZNRD2-AS1 LINC00543 LINC02280 CCPG1 LINC01416 AC026462.3 AC036103.1 MUC22 C15orf65 OVCA2 ZNF213-AS1 MIR3973 LINC00667 RN7SL217P C1QTNF1-AS1 RNF115 UBE2CP2 MIR3646 MIR3167 MIR5197 MIR4512 MIR5695 MIR4757 MIR4482 AARSD1 AC011444.1 SCAT1 SNHG30 AC007786.1 THA1P AC002116.2 NDUFA7 AC005759.1 MICOS10-NBL1 NCBP2AS2 AC104109.2 TAF15 AC016727.1 LINC02427 AL031055.1 FAM47E-STBD1 BTF3-DT SLC30A6-DT ARHGEF2-AS2 C2orf15 CYFIP1 RN7SL2 RNA5SP535 SNORD25 LINC02340 AATF SNORD27 PIP4K2B H2BC3 SNORD26 H4C5 AC243829.4 MIR6089 CISD3 TSC22D1-AS1 VWA8-AS1 LINC01374 SEPSECS-AS1 EBLN3P AC107398.4 MIR665 MIR4662A SOX3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SOX3_TARGET_GENES ETV1 SPAG9 AASS MED24 FUZ FYN ABCF2 ZZZ3 MAT2B SPDL1 AP2S1 ARID1B BCAT1 VMP1 SPHK2 AP3D1 ANKRD44 STAG3 MYO9A RORA PIGB CFAP20 SREBF1 RASAL2 FNDC3B XAB2 DYNC1I2 SMARCA2 MEF2C C5orf22 SEH1L EPS15 IPO11 ZFAND6 ZW10 ACOX3 PPP1R15A DZANK1 WDR7 FBXL19 CARD10 RSPH14 GTPBP1 PRMT5 CEP128 DICER1 MTHFD1 ADNP MID1 GLA CSPP1 INTS9 HNRNPL MEGF8 CYTH2 SYNGR4 LIG1 HBP1 CHN2 EIF3B SNX8 CEP41 ZNF862 CHCHD3 COA1 ZFAND5 EDRF1 DKK1 CBX1 RNF167 SLC25A11 AKAP10 MAPK10 SEPSECS ZPR1 ANAPC15 PANX1 PDHX SLC15A3 NAA40 SOX6 C11orf58 MLEC CSRNP2 ITFG2 CAND1 RFX4 DSE HINT3 BACH2 PTP4A1 THG1L ARRDC3 CPEB4 RBP1 TFDP2 NKTR SRSF7 WDR77 ATP5PB RBBP5 CNN3 STMN1 NRP2 KLF7 FILIP1 CCN2 YLPM1 COQ6 ZNF410 HOXB3 PLEKHG1 ARAP3 HSPH1 COPS5 PLBD1 PYROXD1 KIF18A RBBP6 PFKFB2 RIOK1 ABCC4 MED1 EML2 SDCBP2 MKKS BFSP1 RRAS EMG1 HNRNPH2 LSM8 DAD1 TOMM40 FCHO1 LSM4 OSBPL2 MPP1 EPS8L1 RBM39 COX7B SLC6A6 MAP1B MMACHC BTG1 LARS1 SPINK5 CNTN6 GRHL1 SOX5 DTNA MSI1 FBXO21 PRR5L IREB2 TANK ZNF189 MRPL50 FOXP4 RAB30 UACA NDST4 FGD4 ALG10 TMEM132B TMBIM6 DIAPH3 FAM181A EIF4A3 FEM1A RPS11 MTF2 STRIP1 PRCC CRABP2 HDGF XPR1 GULP1 KANSL1L HES6 TAGLN3 PLK2 G3BP1 PNRC1 TIAM2 GNA12 PURB ZNF41 HMBOX1 SYBU SLC25A25 RGR LRRC27 BTBD10 CAPN5 ZC3H12C MPP7 ITGB1 HNMT GPM6A CCT5 ATPSCKMT AKAP6 TMEM18 MFSD6 SLC35F4 TIAL1 SCHIP1 GEMIN6 SCOC RMND5A CNKSR3 MSI2 ANGPT1 DISP1 ENAH SORBS2 CNOT8 GRIA1 C9orf85 LSM11 CFAP70 PPP2R2B EEF1A1 ZDHHC5 BRAF EMSY ALG8 CELF3 RSPRY1 LRRC3 TMEM143 CCDC42 VANGL2 RBM15 SMC6 H3-3A C1orf189 PRKCI IFI16 PGRMC2 ZNF474 OXR1 PDP1 STK32C FRAT1 CCT2 ARIH1 WBP1L MMP10 NNMT AP1G1 STAT6 CDK12 TRAPPC9 ATXN2L TMUB2 ZBTB5 ASMTL THBS3 SLC33A1 PTK2 SDC2 METTL15 CTNND2 SYAP1 OTUD3 UBE2E1 SIX2 CDCA4 ENC1 ATF7IP ZNF217 ZNF57 PSME3IP1 TNKS STOX2 ZNF622 CHD2 PSMD1 HEG1 AGFG1 JUP RPL15 WDR49 PTDSS2 VCPIP1 DCTN2 ANKS4B MCTP1 LINC00476 NR2F1 ETV4 ZSCAN2 B3GNT5 TCIM NECTIN3 STAP2 FAM220A RIIAD1 MAGED1 PIPOX C1orf194 PUF60 TSHZ1 FZD2 YOD1 BBS12 ZBTB20 TNRC18 ERCC6L2 CYB5D1 C17orf77 ANXA2 NAA38 AP2A2 GPR19 BCOR C10orf120 TXNRD2 SEPTIN9 TMED9 HGS SHC4 MORF4L1 DMWD GNG2 NF2 TSPYL4 SPRY4 BLOC1S5 IER5L SUMO2 BTBD8 HMGB1 SPATS2L TUBB ZNF775 SCOC-AS1 AP2A1 DTHD1 PELI1 ZNF44 NKIRAS1 MBP GRK6 GET3 MAFK DMD KIFBP MIR302C RNU5A-1 RNY3 COL15A1 RNF5 AGPAT1 FKBPL MRPS18B PPP1R10 DDR1 C12orf73 TMEM231 SAMD9 SNRPGP6 EGFEM1P RNU6-1 GPC2 GANC ARL16 RAD51AP2 PHB2 RPL17-C18orf32 PPP3R1 ACSL6-AS1 EDRF1-DT LINC02831 SOX1-OT LINC01708 CETN4P PCNPP2 SUGT1P1 PDZPH1P C14orf132 HSPD1P9 LNC-LBCS MACC1-AS1 LINC00446 LRRC3-DT ITGB1-DT PET100 SERPINB9P1 CCDC192 SPRY4-AS1 AL513523.2 AC009158.1 ID2-AS1 LURAP1L-AS1 PRKG1-AS1 ZNF295-AS1 KCND3-AS1 KCNH7-AS1 AC112487.1 C1orf226 NECTIN3-AS1 LINC00901 GLYCTK-AS1 SOX2-OT ZNF709 LRRC77P LINC02453 LINC00461 RAB30-DT AC046134.2 LINC02265 MIR302CHG ZNF564 PVT1 AC010255.2 RN7SKP295 LINC01414 MIR100HG EID1 AL132780.1 SCAT2 ITFG2-AS1 FAM181A-AS1 BLOC1S5-TXNDC5 LINC02562 AC009107.2 TMEM202-AS1 DLGAP1-AS2 MIR4322 MIR3913-1 MIR378D2HG MIR4677 RPL17 NCOA4 FXYD1 ASB16-AS1 AL355297.3 RNU6-92P LINC01396 H2BC8 TUBGCP5 H2AC8 H4C4 PNMA8C MIR7845 ACACA LINC02335 CCDC163 SEPSECS-AS1 PACRG-AS1 MIR550B1 NME1-NME2 ATP2C1 ABCC9 SART3 PPP1R16B RAB11A ATP8B4 DMXL2 RAB2A ITGB8 LFNG TLE4 PIP5K1B ABHD17B PHF12 PRR4 MRPS27 HMGCR USP34 ELAPOR1 C1orf21 ATP10B WWP1 AGO3 NUP214 MASP1 SNRPN DTD2 CLIP1 GSE1 CTIF APC KIF21A GCNT3 CDH11 PTH2R SUMF1 NFKBIZ PHLDB2 PPIP5K2 SLX4IP ITPR1 PFKM FMN2 SH3RF2 HHIP LETM2 TUBA1C AKAP13 NAIF1 BPTF TMCC1 AGR3 PLK3 GOLIM4 SWSAP1 TCEANC TMEM94 ALOXE3 PDE4B PTCH1 SRSF10 RNFT1 NCOR2 LINC01560 S100A2 TLE1 DLGAP2 MIR302D MIR367 RN7SKP134 RNU6-270P C6orf99 FOXO6 DOK6 MIR302A TRAV40 TAS2R14 KANSL1-AS1 MEG3 HCG14 CLYBL-AS2 AL035252.2 PRH1 SAR1AP4 LLPHP2 LINC00649 NME1 HNF1A-AS1 ARPC4 LINC02208 LINC01619 RN7SL577P EDDM13 SNORD58B H3-3A-DT MIR325HG CASP3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CASP3_TARGET_GENES MT-CO1 MT-TF MT-TW MT-TP MT-RNR1 LINC01754 MT-CYB MT-ND2 MT-ND5 MT-TI MT-TQ MT-TM MT-TH MT-TS2 MT-TL2 RBM34_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RBM34_TARGET_GENES LAP3 SLC25A13 SPPL2B MSL3 SOX8 REX1BD FARP2 TBXA2R RPUSD1 UBE3C POMT2 MLXIPL SCMH1 ELOA ABHD5 TTC19 WIZ NUB1 TACC3 CAPN1 GLT8D1 AGPS ZFP64 GLRX2 EHD2 RNASET2 ANK1 CHPF2 ZZZ3 EDC4 TDP1 WDR37 POLR2B HEXB KIF1B SOAT1 UNKL PSD MON2 ELMO2 BICRA SPHK2 NGFR CDON CTSA BTBD1 SBNO2 HMG20B AP3D1 OAT MCM10 ASB1 FOXJ2 PPP2R5A IDI1 PKM PDK3 MEF2A ACSL4 ATP11A PHRF1 CPSF1 PTPN18 SREBF1 AFF4 P4HA2 NFATC3 NDE1 FERMT2 CDHR2 NCBP3 DPP8 MYDGF ACAT1 ZNF638 VPS9D1 MARK3 MOCOS WDR62 ARHGEF1 STXBP2 ACTL6B DNAJC10 USP33 POLD3 SLC25A43 N4BP2 SDF4 CDC14A SLC35C2 SESN1 HSP90AA1 ME2 PLOD1 ITGAE REST AK6 CTTN PIGS PGS1 ADD1 SF3B2 RFX2 NSFL1C TESC GCN1 CHGB KCNH4 USP48 LAMB4 FH EZR DPYSL2 LRRFIP2 XYLB SUCO SORBS1 ACOT7 ATP5F1D IZUMO4 MKNK2 ARVCF TRMT2A RANBP1 CRKL SMARCB1 SLC7A4 CABIN1 SPECC1L YPEL1 SLC25A1 HIRA TPTEP1 TTLL1 TTLL12 MTMR3 SGSM3 TRMU GSTZ1 ZC3H14 PPP4R3A RAB5IF DNAJC5 NKAIN4 ARFGAP1 GMEB2 E2F1 APMAP USP14 VAPA CEP76 ANKRD12 POLA1 ABCD1 EMD TAZ SMS CD99L2 CBLN1 PLLP SLC7A6 NME4 LMF1 CLCN7 PIEZO1 ZNF174 GGA2 HMOX2 PYCARD BCKDK MTFMT AP3B2 CTSH EHD4 CPQ RAB2A LEPROTL1 ERICH1 MCM4 MAN2B1 TUBB4A LYL1 SNAPC2 IL27RA SLC1A5 HNRNPUL1 DENND3 MYH14 ETFB CCDC114 DBP ARRDC2 TMEM147 ERF AVL9 NAMPT TSPAN12 HIBADH ABHD11 NOD1 NUDT1 IMPDH1 LSM5 TMEM106B ACTR3C POLD2 TBL2 TRIM14 DNM1 EDF1 PHYH LZTS2 KAZALD1 LARP4B PITRM1 GLRX3 RGS9 KPNB1 GALK1 ENO3 PFN1 PSMD11 PTGES3L-AARSD1 LRRC59 SLC16A6 NAT9 TMEM104 NMU WFS1 FRG1 HTATIP2 UNC93B1 PANX1 GALNT18 DDX6 NECTIN1 NAA40 SLC35F2 NUP98 TCIRG1 ASIC1 PPM1H DDX55 MCM9 PPARD FANCE SMAP1 PHF1 SLC29A1 NNT HBEGF TXNDC15 TUSC2 ATP6V1A SCAP MAPKAPK3 GORASP1 ABHD14B ABHD14A-ACY1 SPCS1 ACTR1B POLE4 MOB4 IL18R1 FHL2 GORASP2 SLC25A12 PCYOX1 KISS1R EPAS1 NFE2L2 MORN1 QSOX1 PARK7 ASH1L MAD2L2 BMP8B KIF17 PTCH2 TMED5 RCAN3 SLC35A3 PROX1 RCN2 STAG1 STK11 SLC8A2 PHF3 SENP5 FBXW2 NR4A3 NEK9 LTBP2 AFTPH ARMH3 PPP3CC PDLIM2 ZNF706 NAA50 TMEM39B GPSM2 FYTTD1 MRPS2 ANXA11 CCDC18 MRM2 CYREN ACADS WDR83 OPTN ACSL3 VAPB PLCG1 SRSF6 PEDS1-UBE2V1 RAB22A STX16 PPP4R1L TP53TG5 NEURL2 USP9X BTN2A2 WRNIP1 C16orf70 IRF1 OPRL1 PANK2 RRBP1 NECAB3 MMP24OS UBA2 FRMD8 ASL AHDC1 FGFRL1 TMEM175 PIN1 GFER PKMYT1 FBXL16 CHTF18 MACF1 KDM4B RASL11B DGCR8 STRIP2 NDUFA5 PSMG2 ARHGAP22 EIF2AK4 ALDH1A2 CLN6 ANAPC13 KIF1C KRI1 CDKN2D HEATR5A RHBDF2 CDH15 CRACR2A NECTIN2 RPL36 MRPL34 LSM7 MTRES1 ACTN4 ARPC1B ZSWIM6 ADRM1 UCK1 FIBCD1 TRIM28 METTL26 YIPF2 ATG4D GMFG MAP3K10 ANGPTL6 SHFL DNMT1 HABP4 POLN ACSS2 COX4I1 EMC8 TBC1D5 TUBG1 CHSY1 SNRPA1 DHX30 EFR3A IMMT RPA1 EEFSEC ITGB4 PTPRA ZMYM5 MKRN1 ARNTL RRAS2 SARAF MBD2 BHLHE40 TRIM45 SPIRE1 FBH1 ANKRD16 DOCK2 PUM1 CARS2 USP30 FBXO21 BICDL1 MAP3K7 CAPRIN1 MICAL1 TEC SEMA4F SMYD5 MPHOSPH6 ABCB10 C7orf25 MTHFS CIB2 TOR1B C9orf78 STXBP1 SLC2A8 FPGS USP20 RPL35 ARPC5L RNF38 CD72 TFAP2A TMEM14B KIAA0319 TUBB2A RIPK1 CPEB2 FHDC1 PARP6 PLCB2 TTLL7 CEP55 ATIC COX17 SPPL2A SEMA7A AP1AR RASGEF1B NAAA SCARB2 CCNG2 HADH PHLDA1 TMEM19 NEDD1 BNIP2 BAHD1 MAN2C1 EFL1 MBTPS1 ZSCAN32 TCF25 GALNS SSH2 C17orf64 IMPA2 NPC1 MINK1 RAB40B ANAPC11 TBCD FOXK2 WDR45B RETREG3 MIEN1 DPP9 COL6A1 TIMM29 ZNF593 C1orf216 WDTC1 NBPF3 TMCO1 ABL2 CERS2 KCNH1 DYRK3 ADAM15 TMEM177 CDCA7 RHBDD1 POMGNT2 RUBCN ARHGAP26 RMND5B GFOD1 TRIM7 NFKBIE NIPSNAP2 SLC12A9 MRPS28 MTDH LRP12 AK3 PLIN2 ALAD SURF1 SURF2 CIZ1 GPR107 DPH7 PDSS1 CAMK2G GLUD1 LRRC27 MTG1 PGAP2 FADS1 LTO1 CDC42EP2 PPP4C TIRAP TMEM18 NEK7 CCDC3 SAV1 TLCD4 SUV39H2 RPP38 ZNF837 TMEM123 MBNL1 RAD17 TXNDC11 HNRNPU NMRAL1 FBXL2 CEBPG OTULIN TDH FAM167A CCSAP ZNF18 VOPP1 KLF10 SLC25A28 PDIA4 DPY19L4 NDUFAF6 PCGF6 SFR1 RAB11FIP1 PAXIP1 C2CD2 SLC38A10 FMNL2 GAREM2 PANK4 RER1 CNOT11 SPATA2L ZNF276 CCAR2 RGS12 NDUFV3 G6PD CSTB AGPAT3 FAM207A RALGDS C21orf58 PCNT C9orf116 TOR2A ZER1 NLRX1 ANO10 LMNA NBEAL2 CCDC12 FGFR4 TONSL PWWP3A ALKBH4 SQSTM1 MGAT4B LRWD1 THAP8 PRPSAP1 SYCE2 ZNF653 JMJD8 FLYWCH2 TPCN2 AK4 KIAA1522 ZNF326 CCDC138 FZD5 PYGO2 POGLUT1 CDS1 U2SURP HPS3 HEYL MELTF MON1A HPGD LSM6 STARD4 CCDC112 CASP3 PRIMPOL KIAA0895 KCNK5 MIOS BRI3 SUN1 FASTK YWHAZ PDP1 ZHX1 GAPVD1 CARD19 ZNF367 DEUP1 SNAPC4 STK32C E2F7 HACD1 SPRED1 DEPDC4 BRD7 PLEKHF1 IDH3A PRKCB TMEM135 SCNN1G RCCD1 MBD6 PDIA3 TEF PBX3 PIP5KL1 C15orf39 FN3K NIBAN3 GATAD2A MVD TRAPPC2L ANKRD11 PROCA1 TRAPPC9 PPP1R14A KIFC2 HSD11B1L ZNF558 CDK2AP2 E4F1 SRRM2 BSCL2 TTC21A SF1 SETD5 NKIRAS2 PCMTD1 REEP4 STAT3 CNNM3 USP39 TNIP2 C2orf68 TMEM129 UPF3A PGM2 CLIC4 PROKR1 HEXD LRRC45 CENPX CNBP DCXR LIMS1 ZNF778 USP38 ZNF212 USP32 MBD3L1 NETO2 FAM241B GAA ZNF318 BCL2L1 MOB3A MBOAT1 MCRIP2 PRSS27 CFL1 DMXL1 EGFL7 DHCR7 RNASEH2C PHF8 TADA2B CCDC96 ZNF449 ZBTB21 DAG1 GMPPB NUDT4 BRSK2 CATSPERD MICOS13 CTBP2 PACS1 FAM131A CSRP2 TMEM9B PPP2R2D LIPT2 TMEM70 ZNF77 AURKAIP1 B3GALT6 IP6K1 TMEM39A CCDC57 RPP38-DT ACBD7 CRLF3 SHMT1 EPS8L2 TALDO1 PPFIA3 ATOX1 PIDD1 RPLP2 SRRM3 CRACR2B SOX12 CHID1 RIC8A NDUFV2 LCORL BEND3 COX5A EFCAB13 EXOSC4 ZNF852 CYBC1 GAK SAMD4B PDXDC1 PUF60 PRKRA ZNF594 F2R OGFOD3 RAP2B GPR3 IBA57 TMEM259 CLN8 CAPN12 CEP63 SLC25A10 CEP57L1 LINC01547 PSMG1 TANGO2 SMG1P5 BMP8A ALYREF SMTN CRELD2 HDDC3 SEPTIN5 UBE2G2 APOO RBM33 NELFA NSMCE3 PURA LINC00482 PRMT3 IRF7 MRPL40 P4HB POU3F1 DRG1 ADAMTSL5 IKZF1 BCAP31 BICD2 POLR3C CENATAC ZNF75D SMYD4 NF2 SMIM29 VSIG10L PPARA PLCD1 FOXD3 TCEA1 FANCA SECISBP2 CYHR1 TUBB4B IER5L PAQR9 SUMO2 HMX3 SAXO2 ARID2 FAM47E ZNF527 SYCP2 PLEKHG4 CD55 NTNG2 LONP1 INCA1 ZNF774 EVL TSC22D2 YRDC ZNF775 MYO6 MRTFA ZNF782 PDXDC2P-NPIPB14P AMZ2 ARHGEF12 ZNF398 MAFG PCBP2 SVIL ZNF786 ZNF517 DACT3 HTT STMN3 MIB2 MYO5A RAB40C ZNF181 INKA2 GPAA1 SPG7 MPZL1 MAK16 PHETA1 INPP5F RUNDC1 SPOUT1 APRT CARNMT1-AS1 RBM20 LINC00963 GIGYF2 LRRC37A5P RING1 PJVK MRPL38 TBC1D8 ZNF425 SPIRE2 C11orf91 TECPR1 DENND6B CATSPER2P1 SRRM2-AS1 RNPS1 JPT2 THUMPD3-AS1 RNU6-2 SNORA26 EMP2 AC019080.1 MEF2B GCC2-AS1 SH3D21 FOXO1B HAUS3 B3GNT10 ZSWIM7 DDX3X AC009403.1 C19orf73 FADS3 CCNL2 IL10RB-DT CPTP MIR3659HG MRPL20-AS1 CATIP-AS1 PAWRP1 ERCC6 CACTIN-AS1 DANCR TP73-AS1 SELENOOLP GEMIN8P4 FAM174C C2orf92 AC064807.1 PANK2-AS1 ATXN1-AS1 LINC02028 LRRC37A6P FOXD3-AS1 MHENCR SEC1P TMEM18-DT GTF2IP4 EFCAB15P KCNH1-IT1 TMEM147-AS1 SLC12A9-AS1 LINC01424 CDKN2AIPNL CECR7 DYRK3-AS1 RNF103 CASTOR3 PEDS1 RN7SL521P MIF ARHGAP31-AS1 PAQR9-AS1 AMACR MRPL20 DECR2 STMP1 TICAM2 IL10RB DBNDD2 GABPB1-AS1 MALINC1 DACT3-AS1 FRG1-DT FZD4-DT PLA2G4E-AS1 CPEB2-DT NNT-AS1 LINC01194 LINC01962 ABHD14A RNF103-CHMP3 PDCD6 AC104596.1 AL139353.2 HOXC-AS1 GLI4 LINC01301 LINC01385 C8orf88 PRKDC AP003068.2 AP001372.2 AP003390.1 TMEM9B-AS1 AF131216.3 CENATAC-DT PDXDC2P AP001830.1 UVRAG-DT AC093510.1 LINC02356 TESC-AS1 RCCD1-AS1 SPECC1L-ADORA2A AL121603.2 AL390334.1 ZHX1-C8orf76 LINC02352 AC040169.1 AF274858.1 AC008074.2 LINC02846 LINC02166 ITFG1-AS1 AC109347.1 COSMOC SNAI3-AS1 SLC7A5P1 CEROX1 AC138304.1 AC010491.1 AC117382.2 AL033527.2 AC087500.1 CCNQ ZNF213-AS1 THCAT158 MIR4515 MIR378D2HG DCXR-DT MIR4449 MIR5696 RN7SL525P AP001033.1 MIR3190 RNF115 MAFG-DT RASSF5 MIR5695 PTGES3L WHSC1L2P AC008752.2 S1PR2 AC008750.2 GABRQ AC008687.4 AP001462.1 IKBKG TLCD4-RWDD3 AL117336.2 AL451085.2 AL031055.1 AC010240.3 AL024498.1 KMT2B GTF2IP13 SUV39H2-DT TBC1D8-AS1 CYFIP1 TAF9 PCCA-DT LENG9 TUBGCP5 ORAI1 MPP7-DT MIR4434 NR4A2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NR4A2_TARGET_GENES EIF3B SNX8 KMT2A PCGF3 LINC02564 CBX5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CBX5_TARGET_GENES AOC1 MAD1L1 KDM1A ST7 SLC25A5 CIAPIN1 PRKAR2B TSPOAP1 KMT2E OSBPL7 ZNF263 AGK USH1C CDKL3 RHBDF1 MYLIP GIPR RABGAP1 MAN2B2 TACC3 ZMYND11 XYLT2 ATP2C1 CD74 SERPINB1 RNF10 PRKCH PEX3 RIPOR3 EPN3 CLPTM1L BCAR1 PRSS8 ATP9A KMT2C GYG2 DGKG BCAT1 AHRR CALCRL TRAM2 PACC1 ZMYND12 NGEF THUMPD1 ZFAT TTC7A PIGB MAPK6 RAB27A SLC44A1 ST6GALNAC1 WIPI1 PRLH CPSF1 CHFR ST6GAL1 SLC24A1 WSCD2 KCNQ2 FSCN1 KLHL20 LRCH4 ACTN2 JADE1 MCCC1 THOC1 SAR1A DNM2 CDC14B JMJD4 WDR70 BZW1 KAT6A ULK2 ZNF586 ZNF264 ZMPSTE24 CAD WDFY1 MTIF2 EPS15 PSMC5 SH3BP2 GNAS BLVRB YPEL3 LAMB4 LAMB1 ZC3HC1 PSME1 HECTD1 EPB41L4B NUP188 LZTR1 PPIL2 GGA1 HIRA TPTEP1 ZC3H14 PCNX1 PSMC1 ACIN1 ABHD12 ADNP BMP7 RAE1 PRELID3B NKAIN4 CHRNA4 CDK5RAP1 FMR1 PORCN VWA8 MGRN1 CORO1A PLLP VAC14 ESRP2 FA2H WDR59 WFDC1 SEC14L5 USP10 PIEZO1 GSPT1 MTMR9 R3HCC1 TULP2 SGTA DENND3 CRTC1 SCN1B POLR1F STEAP1B CHCHD2 WASL C1GALT1 NRF1 COA1 PRKAG2 TNFSF8 TBC1D13 DOCK8 APBA1 LZTS2 RUNDC3A TRIM37 FTSJ3 SMARCD2 CYTH1 PPP1R9B LRRC59 PHF12 FRG1 EHD1 NRXN2 ANAPC15 UBE4A NECTIN1 CHKA PRDM4 BCL7A KRT18 OAS2 CEP85L ADTRP CCNC MED23 DUSP22 MAN2A1 PDGFRB CRBN NIT2 MRPL3 KANSL3 POLE4 STAT1 HDLBP THADA NFE2L2 RPL22 MTR RPF1 ACTL8 FAAH ARID1A SLC8A2 PMFBP1 GTF3C3 PIGZ TRIM67 LTBP2 FLVCR2 PPP4R4 IFIT2 RCL1 SNX19 TEX11 ZFP30 EPHX2 TRIM25 TBX4 LHX4 KIAA1549 ACOT9 RAP2C PREX1 SLC12A5 NCOA3 PLCG1 ARFGEF2 STX16 MCEE GRM4 H1-1 ZNF391 SSR1 AHNAK GOT2 BARHL1 SLC25A23 TNFSF14 SNRPB2 KLC1 PCID2 FGD3 PPCS FGFRL1 PKMYT1 MTERF1 PDE11A SLC44A2 MIS18BP1 TTI2 CDH15 TNNI3 DOCK6 CDC16 DPP6 ATP8B3 NSUN5 UNC13A GDF15 COL5A1 CEP85 OSBPL2 ZNF426 C12orf65 ZNF341 RFTN1 NDFIP1 EXOC4 C1orf159 TMEM204 NUP210 RAN ENAM UTP3 ITGB4 VPS4A IGHMBP2 DSTYK DCLK1 SLC39A11 BTBD2 KMT5C KRBA1 SBF2 RRAS2 COX16 ARL8B KATNBL1 WNT2B PTGFRN LAMTOR5 SLC38A2 YWHAQ FADS2 ARHGAP32 WDR36 HNF1A BICDL1 ADGRB3 SNX14 KIAA0513 REV1 SLC22A7 PPM1B PLCE1 HECW2 ITGAV INTS14 GSTCD INTS12 ALG10 SLC7A1 ZNF740 ABHD13 CUL4A CDAN1 USP3 PCSK6 DHX38 MBTPS1 DEF8 TCF25 KSR1 SCRN2 C17orf64 BCAS3 RPRD1A C18orf21 GAREM1 CARD14 RAB40B RPTOR ZCCHC2 DUS3L LMTK3 HSPG2 MTF2 TUFT1 ZNF687 TARS2 PI4KB PIP5K1A MINDY1 SELENBP1 KCNH1 GALNT2 SNAP47 ETNK2 PDIA6 MRPS5 DQX1 ANKMY1 LRIG1 CCDC39 NKD2 OSMR SSBP2 FEM1C GLRA1 PRIM2 GNA12 LUC7L2 SYBU ARHGAP39 SURF4 FRA10AC1 LRRC27 PAK1 EML3 CNDP1 EPS8 ASAP1 RMND5A IMPACT ROBO3 LRRK1 ENPP3 TRMT44 MIDEAS WIF1 DPY19L4 ATP5MPL KCNS2 MAPK13 HTR5A C2CD2 PSMG3 AP3S2 SLC13A3 GPAT4 CCAR2 LAD1 CBR1 GNE BSDC1 VMA21 ABCG1 TMPRSS3 PDE9A AGPAT3 CFAP410 ITGB2 FAM207A DIP2A SPTBN4 FGFR4 MRNIP NAPEPLD YDJC BDH1 WDR90 FAM102B OLFML2B OBSCN-AS1 NIPAL1 NAXE ATP1A1 SYNPR ATXN7 PRICKLE2 ADAMTS9 TTC14 RCHY1 TMEM41A TKT METAP1 INTU AGGF1 NSA2 GFM2 GPR85 CAMLG DNAAF5 SUN1 GPER1 NOS3 MICALL2 FMC1 FXN NKX6-3 ANKS6 KIAA1958 WNK2 REEP3 COMTD1 PMPCA SMCO4 SVOP GPT2 AMN ASPG ALKBH3 PLD4 ATF7IP2 ANKDD1A ATP23 FBXO22 NOD2 SMG8 ZNF701 KLK2 CD300A NAALADL1 ANKS3 ZCCHC4 PXK CHRM1 INPP5D THBS3 ZEB2 DTWD2 GYPA FABP6 SP7 KRT8 NPAS2 ZNF16 SOCS6 USP32 RIOX2 OSCAR TSNARE1 FAM98B DLK2 ZNF561 DSCAM NMUR1 CLSTN1 SHANK2-AS3 TCEA2 CFAP46 ZNF570 RPS7 CALB2 TEFM CEBPB NEGR1 ZNF596 RARG ACTE1P MYEOV NOC3L MMRN2 TRIB1 TNFRSF10C MOB1B CHD2 XCR1 PC C1QTNF1 PHLDA3 LIG4 RESF1 PDZK1 PDE12 PACS1 ALG10B DRAP1 C11orf68 RPS6KB2 B3GNTL1 ZNF683 TMEM39A ZNF404 DCAF4L2 LRRC37A3 MIR7-3HG PXMP2 LY6H SHMT1 POLE MAN1B1 CASKIN2 SRRM3 FAM20C DMAP1 ZNF114 SH2B1 PLEC HTR1A CPN2 OPLAH SELENOW TMTC2 SAMD4B PACS2 DNAJB8 MROH1 R3HDM2 ZNF609 MCFD2 LINC00304 CAPS2 CUEDC1 ST20 DHTKD1 ZNF875 ADGRB1 TBPL2 PTTG1IP CCDC159 EP400 GUSBP1 NUDT14 ADAP2 CNTN2 MAP7D2 TOP1MT WDR27 SEPTIN9 ZBTB40 MUC6 NOC4L DGAT1 DDX51 PGBD2 PRPF39 SMYD3 MRPL40 SYN3 MORN5 DNAH14 LAMP1 ZNF529 ZNF284 KRT5 BPIFB4 GLDN ZNF501 CARMIL3 TRABD2A ZNF395 C3orf70 ZNF286A EXD3 TCEA1 SEMA4D ZNF490 ZNF669 ZNF559 FSIP2 NOXA1 ADAT2 LINC01164 TBC1D28 VN1R2 AKR1C3 ZNF766 ASB13 EVL ZNF569 ZNF605 SIAH1 TPK1 SULF2 ZNF846 CD47 FAM3C METTL9 ZNF138 ZNF420 DYNC1H1 PCNX3 SERPINA1 PRAMENP ENTPD6 CPLANE1 CCER1 SPTAN1 INKA2 ELOVL2 TMEM229B RPS6KL1 SLC29A3 ZNF808 ZNF536 CCDC69 MT-ND6 MT-ND2 MT-ND5 FOXJ3 MT-ND3 TSEN15 STKLD1 MT-CO3 RNA5S12 RNU5A-1 RNU6-859P SNORD115-3 RN7SKP115 RNU5B-1 RNU1-22P RNU6-236P RNVU1-34 RN7SKP237 RNA5SP90 RNY1P2 RNU6-563P RNU6-1138P INF2 LINC02868 GPRIN2 AGPAT1 FAM153CP CFI PCBP3-AS1 EXOC3L4 SNORA70G RNU6-1310P RNVU1-14 MIR199B MIR7-3 MIR218-2 MT-TL1 MT-TF MT-TI MT-TM MT-TG MT-TH MT-TS2 MT-TL2 MT-TE MT-TT MT-TP SELENOH MT-RNR1 IGHV3-11 RNU6-1000P RNU6-1158P DENND1B SAPCD2P1 CCL27 TTLL3 LINC02418 PLAC9P1 LINC00887 RPL18P10 MEG3 UBE2QL1 HOMEZ NPEPL1 SRMP1 EFCAB8 GCGR AL583835.2 TDGF1P4 ZNF433-AS1 MIR1193 PPP2R2A FADS3 RNU6-994P RN7SKP150 RN7SKP140 RPL23AP53 LINC02142 LINC02593 SLC25A5-AS1 AF196972.1 LAMTOR5-AS1 LINC00240 CICP12 LINC01671 JPX TRAM2-AS1 PIGBOS1 PRICKLE2-AS3 ACTG1P12 LINC01535 FSIP2-AS2 TLK1P1 CHCHD2P1 ITGB2-AS1 LINC01429 LINC01515 CSTP1 SLC25A6P5 PRKAR1B-AS2 LINC01523 LRRC37A15P ELOVL2-AS1 BZW1-AS1 PSMG3-AS1 RPL39P39 PRELID3BP11 LINC01750 HMGN2P34 E2F6P4 RSL24D1P11 RAP2C-AS1 RNF14P1 CYP1B1-AS1 SLC25A6P1 SNHG7 SYF2P2 MROH3P ACTR1AP1 RPL10P12 KCNH1-IT1 FAM133B LINC00701 CCT6P3 RIPOR3-AS1 CDC42P2 ZSCAN31 VN1R38P LINC00494 SUCLG2P2 LINC00479 AC006450.3 DDX11L5 LINC01358 LINC01522 ZNF737 IRGM LINC01238 AL391832.2 CASC4P1 TBC1D3P1 RNU7-90P LINC01119 RN7SL606P LINC00888 RPL12P28 REPIN1-AS1 LINC00973 PRICKLE2-AS1 ARHGAP31-AS1 GUSBP2 FABP5P3 MUC20-OT1 RN7SL824P RN7SL354P MICAL3 AC006252.1 STMP1 RPS3AP18 FRG1-DT FGF10-AS1 WRBP1 KRT8P46 ATP6V1G1P6 LINC02212 AK3P2 FAM218A AC009123.1 LINC02436 GMDS-DT GAPDHP66 AC104123.1 RNU4-71P RNU6-362P IGHVIII-25-1 AC083973.1 IGHV3-30-2 MINCR SLIT3-AS2 AC010247.1 STX16-NPEPL1 MIR100HG FAM222A-AS1 LINC02422 AP000439.2 LINC00944 OSBPL9P5 LINC02369 TMPO-AS1 LINC02392 RTEL1 LINC01579 TMEM179 DUX4L17 SORD2P PCSK6-AS1 AC092384.2 AL050341.2 CCDC187 LINC01960 LINC01898 BOP1 AC138627.1 AC073878.1 CORO7 LINC02564 MIR4737 MIR3189 ZNF236-DT RN7SL592P MIR5194 MIR3154 MIR4323 COX6CP3 MIR4273 COP1P1 MYO15B AC006213.2 TBC1D3P1-DHX40P1 ZNF561-AS1 AC092295.2 ZNF833P RUNDC3A-AS1 AL031666.2 ERFL SIGLEC22P LINC01711 DNAJC19P2 ZNF559-ZNF177 TMCC1-AS1 SRXN1 H3P42 MAN2A1-DT WASL-DT RNVU1-27 ZNF280B RNA5SP528 RNVU1-19 VN1R7P FLJ16779 PRSS2 MIR6165 VWA8-AS1 MIR6775 LINC00552 DDX11L17 AC005622.1 CDX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CDX1_TARGET_GENES DPM1 RHBDF1 NCAPD2 LRRC23 HDAC7 LRP6 SMG6 CIC RAB11A ATP1A3 HOXA3 TMEM248 KCTD10 VDR MRPL51 COQ10B CCNI MOCS3 ZCCHC2 ITGB3BP UBC UBE3B BRI3 AP1G1 MTBP MRPL13 STARD5 KAT5 CHD2 NR2F1 TMEM125 EFCAB7 TECPR1 RPL17-C18orf32 MTCO3P31 MTND3P20 PSAT1P2 RNF148 PPIC-AS1 MIR5188 RPL17 BTG3-AS1 HOXA1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXA1_TARGET_GENES RBM6 HSPB6 REXO5 CDKL3 ST7L CDK11A SEC62 UQCRC1 ZNF200 LRRC23 MKS1 RNF216 ANLN RALBP1 CXorf56 NCDN VRK2 CENPQ RANBP3 ABCF2 METTL1 MTREX SPATA7 MAP4 NEDD4L ATG5 STYK1 SFSWAP TAF11 ADAT1 ZC3H15 LRRC40 THUMPD1 TRAM1 RRP15 GPKOW SIRT2 PIGB RAB27A PTPN21 RAD18 ZFYVE26 ALDH3A2 DERL2 AP1M1 XRCC1 MAP3K13 ACAT1 SLC25A3 MCM6 XAB2 PPP1R12B SIRT6 PUM3 MOK NDC80 RSBN1 BCKDHB TNPO1 NUFIP1 IGSF9 MTIF2 MGST2 ATG16L1 NFX1 TXLNG HUWE1 ACOX3 PGS1 RFX2 KIF9 ESF1 TMEM230 DZANK1 SPTLC1 PDCD7 USP48 SCFD1 SUPT16H SNAP23 HDAC6 TLL2 NUBP2 TMEM14A ZNF184 CDC7 PSMD8 TRMT2A SNRPD3 TFIP11 PICK1 TOMM22 IFT27 ST13 RANGAP1 VCPKMT VTI1B PABPN1 GINS1 PRPF6 NDUFAF5 TM9SF4 TLDC2 NOP56 IDH3B METTL4 CENPT ZNF821 NPRL3 MTHFSD ZNF174 TRIP4 RAB11A ZNF106 SPG11 INTS9 KLHDC4 HNRNPL NFKBIB PIH1D1 ERCC2 PLEKHJ1 CCDC130 TIMM44 POP4 CACTIN TYK2 TNPO2 ZNF14 GTPBP10 BET1 ADAP1 PTCD1 SNX8 AIMP2 LSM5 MEST CHCHD3 PSMA2 MRPL32 GBF1 ANKRD26 TUBD1 GOSR2 RPS6KB1 CBX1 RECQL5 FTSJ3 PEX12 PRKAR1A IFT20 DCUN1D4 TBC1D19 EHD1 CCDC86 CHORDC1 RNF141 UBE4A HPS5 GTF2H1 SLC11A2 MVK MAGOHB PRR4 GTF2H3 EIF2B1 DDX55 ING4 TDP2 ACOT13 SLC39A7 MRPL2 HARS2 IK FAF2 LMNB1 LNPEP NUP155 ATP6V0E1 ACTR8 TBCCD1 ARL6 RPL24 MRPL19 FANCL DNAH6 CCT4 HSPE1 NOL10 CEBPZ DNAJC16 MFN2 SRSF11 C1orf109 RLF ZNHIT6 NSUN4 DHDDS RPA2 KPTN WDR35 CCND2 UBE2B RAD23B MAPKAP1 NEK9 AREL1 MLH3 TTLL5 COQ6 SUPT7L TMEM214 FAM98A GPAM C10orf88 CAAP1 ARL1 APAF1 TNFSF10 RPL21 COPA PMS2 KLHL7 FAM126A SLC25A16 ADGRE5 SPATS2 ATG101 EEF1AKMT3 KBTBD4 MORF4L2 EXOSC9 NAGK ZNF576 NUP153 EMC3 LRRC29 RPL23 SDCBP2 PANK2 NAPB PSMF1 ZNF133 SNRPB2 ITPA EIF2S2 TUBGCP3 PDCD2L RBM42 BECN1 EMG1 UXT ATG14 DYNC2I1 COX7C ATP13A4 TMEM175 METTL25 TUBGCP6 EMC4 PRKRIP1 CALU MBD4 CCNT1 NGDN BCL2L2 SAFB2 MED18 ZNF317 PPAN ZNF426 PPIL4 LATS1 KIF3A PSME3 NDUFA2 ZCCHC9 ZSCAN5A FBXW9 CCT6B ARFIP2 TIMM10B PNISR FIGNL1 POLR3F DAP3 MMACHC CTNNBL1 CDK8 DSTYK GPALPP1 WDR74 CEP20 C12orf29 CCDC59 HSD17B4 THUMPD3 EMC7 LAMTOR5 SLC38A2 PLEKHA8P1 LDHA CDC73 RPS15A NARS1 CCNH CDCA8 NAT10 DNAJC14 ESPL1 LTV1 AHI1 GNS MRPS9 C2orf49 MED4 NUP42 TBRG4 NMT1 SMPD4 PSMB7 APTX RNF38 CD72 RPS6 CMTR1 FLOT1 CCDC90B C11orf1 KNL1 HAUS2 RMDN3 RTCA IFT172 SELENOI CENPO ASCC1 ASNSD1 SSB COX17 G3BP2 GUCD1 ALG10 TDG DENR WDR89 BNIP2 WDR61 BBS4 MEAK7 NOB1 C17orf80 DYM ZNF614 KIAA0319L NBPF3 RPS8 CTTNBP2NL RRNAD1 TARS2 SETDB1 HAX1 CREB3L4 ILF2 ACP1 PYCR2 UBXN4 HSPD1 CCDC150 RHBDD1 FANCD2 ABHD10 RABL3 TBCK METTL14 ROPN1L SRD5A1 BDP1 YIPF5 SLC25A48 MTFR2 SLC25A37 CHMP7 ERLIN2 ALAD REXO4 GPR107 RSU1 LRRC27 SYT8 EIF3M RPS3 CCDC15 LTO1 TRPT1 NUDT22 MRPL49 FAU VPS51 SAP18 SEC24D NDUFC2 NUBPL VTI1A QTRT2 ACSL1 NBAS CENPJ FBXO4 DST GTF2E1 CFDP1 TSEN2 XPC CCDC174 DPH3 FBXL18 OTUD6B SLC26A2 N6AMT1 SH3RF2 FAM122C MALSU1 STEAP2 FZD1 FCSK DHRS1 CCAR2 RAPGEF6 MIS18A ADPGK THEM4 MED27 SAFB FLAD1 SLC25A44 CCDC12 SAP30BP TMEM143 SPSB3 NXF1 MAGOH PARS2 NCSTN C1orf74 ACP6 TYW5 MAIP1 PRORSD1P PACRGL ERCC3 YY1AP1 POGLUT1 TMEM79 PRKCI CCDC191 TIPARP TTC14 SLC4A1AP RPN1 IFT122 RFT1 AIMP1 ZNF589 SPRY1 FBXO8 CEP44 MOCS2 ANKRA2 UTP15 NSA2 GFM2 KIAA0895 KCNK5 TMUB1 UBAP1 PIGO METTL3 IKBIP FRS2 CCT2 ANAPC16 ATP9B SEC11C IQCD AP1G1 SAAL1 CIAO2A PCLAF TMEM170A PHB COQ4 DUS2 SMG8 PROSER3 ZNF444 GLOD4 TSR1 CD320 NDUFV1 MIS12 SRP68 RPSA FADD SAC3D1 THAP11 MMADHC TAP1 ATG4B REEP4 HEXIM2 TMEM208 GFM1 E2F6 UGP2 SYAP1 TM4SF4 TM4SF1 SF3B5 NIPA1 TMED10 HARS1 TRIAP1 DNAJC24 DCDC1 TRMT61B ZNF692 TMEM126A MRPL36 ZNF584 MRM3 ZNF217 DRC3 CLP1 AFF1 FAM222B COMMD1 MAP3K11 ARV1 RNASE11 ENDOV C16orf91 TRMT10C PIGG SNAPC5 C12orf76 ZNF497 BRMS1 RPL15 RAB1B UBE2C HIGD2B EIF3F ALG10B RPS6KB2 ZNF169 TMEM39A EID2B CNTD1 THAP4 IRAG1-AS1 ANO6 PUS1 MAN1B1 DMAP1 BOLA1 TMEM11 ZFAND2A FAM220A PFAS RAD23A KLHL28 GCC1 PDXDC1 DCTPP1 PSTK EMC3-AS1 CLRN3 LRRC57 NPM1 IST1 PGBD4 TMEM198B ZNF721 CEP57L1 UPP1 TBL3 KCTD16 COA3 CDCA2 NDUFA12 PTRHD1 FAF1 NSMCE3 PRMT3 TEDC1 SEPTIN7P13 CIDECP1 BLOC1S4 TMEM222 GPATCH8 TPCN1 PTRH1 TMEM216 CHP1 SECISBP2 CLN3 ZNF79 SRGAP3 TUBB XPNPEP3 IARS1 POM121 CD55 LONP1 PRPF40A NACA MRTFA ZNF846 ERI2 NOP9 C1D TAF13 NKIRAS1 ZNF26 DDX39B COPS8 SLC9A6 EIF1AY ZNF830 OPA1 LTN1 TOP1 SPOUT1 SMG5 KIFBP RNVU1-21 CENPW RXRB MRPL38 STK19 DXO SKIV2L NELFE ABHD16A ZNF805 CRYZL1 RNPS1 HCG27 TSN EWSAT1 ZNF580 FAM24B SRA1 NDUFS3 RPS29 ZNF337-AS1 CPNE1 IFRD2 SEPTIN7P2 LINC01347 PHB2 FNIP1 AL441992.1 RTCA-AS1 LAMTOR5-AS1 PIGBOS1 AL606760.1 AC079145.1 LINC00111 GUSBP11 ZFAND2A-DT PANK2-AS1 EXOSC10-AS1 THAP7-AS1 KLHL7-DT ZNF341-AS1 LINC00271 WARS2-AS1 MMADHC-DT LINC01431 NKAPP1 RPS28 GS1-124K5.4 NFIA-AS1 AC008040.1 MRPS17 C1orf226 ADSL PSMB9 TM4SF1-AS1 ISY1 AP5Z1 MICAL3 PPAN-P2RY11 RBM12 N4BP2L2 MALINC1 NEAT1 SEPTIN7P14 SNHG10 AC011346.1 GPRC5D-AS1 CKMT2-AS1 AC008966.1 CDK11B HAUS5 MCPH1-AS1 ROPN1L-AS1 LMNB1-DT LINC02482 OTUD6B-AS1 PINX1 AL157756.1 FDXACB1 LINC02366 GATC AC025031.2 BCL2L2-PABPN1 NDUFC2-KCTD14 AC009065.4 SPINT1-AS1 Z95115.1 AC124068.2 AC005670.1 RNF213-AS1 SNORD55 AC016888.1 MRPS21 MYO15B AC002115.1 NDUFA7 NAPA-AS1 MIR4453HG MAN1B1-DT CFAP206 GTF2IP13 GTF2IP20 WDR5B-DT CWC25 LINC02340 RN7SL1 ZNF426-DT FLJ30679 METTL14-DT GTF2IP12 NDUFAF7 IFRD1 FUZ MTMR11 SPAST ZDHHC6 SNX1 MAP2K3 SH3YL1 NSUN2 BOD1L1 KITLG ERCC8 THRAP3 SEC61A1 PARP12 ALDH18A1 CTDP1 CDON ANKS1A AP3D1 GNAI3 DHX29 TP53BP1 RHOA KIF2A PPP2R5B SDHA SRI TMEM131 TRAF4 NRDC SESN1 XPO1 SLC27A5 ZNF324 ZMPSTE24 TXLNA CTTN IPO11 PSMC5 ZNF302 DNAJB11 RAB11FIP3 RANBP1 TOM1 PPM1A SRSF5 RAB5IF ADNP MTG2 SLCO4A1 SLC52A3 SEC23B CDK5RAP1 CHMP4B VAPA UBE2I VPS35L VPS18 GYS1 SF3A2 TBCB POLR2I SYNGR4 CARD8 SMG9 CFAP69 MET EIF3B TMEM106B NPDC1 RPL28 ALDH3A1 LRRC59 TNFAIP1 PHF12 UBE2D3 FBXW7 SRSF9 DSE SOD2 MAN2A1 MRPS27 HMGCR PDE4D KLHL18 NKTR WDR75 STAT1 GGCX HDLBP GORASP2 STXBP3 CAPZA1 C1orf21 WARS2 RBBP5 UTP25 RPS6KA1 ABCG2 CCNI RAB14 FCF1 LGALSL CRIPT ACAT2 TAF12 ETF1 RPL5 CISD1 CDKN2C NR4A1 SLPI SRSF6 TM9SF2 HS3ST3B1 GZF1 TMEM115 SCAF1 NUP214 HP1BP3 UQCR11 SMARCA4 KDM4B ALDH1A2 PIMREG FXR2 PHF20L1 CDKN2D PARP2 ECSIT IQCN ADRM1 METTL26 DIAPH1 ANKRD17 TRIM47 NXT1 CASP9 FAM104A ERG28 KATNBL1 YWHAQ PKIB RC3H1 C9orf78 USP20 GOLGA1 KLC4 ACTR2 PARP9 FAM13A PHLDA1 LGR5 GAS2L3 CERS5 MAN2C1 POLG UQCRC2 ZSCAN32 TCF25 COP1 PRCC MRPL24 ISG20L2 HDGF ENSA TTC13 DCAF1 MYO10 FBXO38 BOD1 MMUT SHPRH C7orf50 MAP11 LUC7L2 HMBOX1 DNAJB12 HIRIP3 PTPRO EPS8 PIGF RABGAP1L MZT2B HOMER1 ING1 CHD1 ENPP3 OXNAD1 CXXC1 AGPAT5 HSPA13 EEF1A1 ZFAND3 NTAN1 UBN2 WASF2 SPATA2 SNF8 PKNOX1 CFAP410 ZDHHC12 CPSF4 FDXR OMA1 B3GALNT2 C4orf36 DTX3L ATRIP F2RL1 SLC35A1 STK32C SPINT1 TK2 PATL1 AKTIP TTC16 TRUB2 IRGQ RPL13 CDK2AP2 SEPTIN2 STAT3 ASMTL EFNA1 PCBP1 INO80E USP38 PDCD6IP MORN4 ZNF581 ASXL1 PAIP1 MCRIP2 DCAKD CKS1B TRIB1 DAB1 ZNRD2 ADGRF3 MARCHF3 RESF1 CATSPERD TOM1L2 MYPOP WSB2 SIX5 TMEM52 GAK EXD1 TCAIM PTPN11 PIPOX PCBP1-AS1 NRIP1 KCTD2 RUVBL2 DNAH2 C11orf72 THAP7 SEMA4B PURA KIAA0825 FAAP100 YTHDF3 CYP4F12 ARAP1 PNLIPRP1 TMEM203 RALGAPA2 NDOR1 ALKBH2 ZAR1L SUPT3H WDR5B PCNX3 MAP3K5 TTC30A ATAD3A TOGARAM1 MSRB1 CAPZA2 NAGA LINC00449 COX20 ASAH2B C12orf73 DENND6B CEMP1 CENPBD1P1 STARD10 NEURL4 CCDC7 FAM228B VPS52 CCNT2-AS1 CATIP-AS1 NOL7 BAZ2B SRRM5 RABGAP1L-DT STEAP2-AS1 PET100 GTF2IRD1P1 MORF4L2-AS1 RPS18 DLEU2 DDX39B-AS1 ID2-AS1 AC087294.1 LINC02651 LINC00857 RNU7-27P AC091390.3 COX19 AC093627.4 MIF RN7SL832P TIPARP-AS1 RRS1-AS1 LACTB2-AS1 PRKG2-AS1 SNORD27 CKLF-CMTM1 AP001372.2 HIGD1AP5 C10orf88B ST20-MTHFS AL050341.2 ISY1-RAB43 MIR5091 AC067852.2 AC011444.1 AC006116.7 SLC25A53 YTHDF3-AS1 HSPE1-MOB4 MIR4727 PPP4R3B MRPL45 CCDC163 MIR5087 MCM2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MCM2_TARGET_GENES CALCOCO1 ABCF2 PHF23 AP2S1 NDC1 PPP1R12B CHMP4B GSPT1 C19orf44 DBP GSK3A PSMD11 NPRL2 CYB561D2 TCEANC2 TMEM59 DESI2 NCLN TMEM115 AAMP PNKD C1orf159 H3-3B UNK PEMT USP30 TMEM127 FAM13A FEM1A CIAO1 BOD1 TRIM41 PPP1R18 VPS51 ST3GAL2 PANK4 DFFA CRTC2 CLPB ZFYVE1 TSC22D4 PHB TUBA1C TCEA2 ORMDL3 RAB43 DDX23 TMEM11 DNHD1 PIPOX TSSC4 UCKL1 TEX45 GTF2H4 IFRD2 ZNF341-AS1 AC087294.1 FBXL19-AS1 AC005775.1 THA1P CALR3 NUP153_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NUP153_TARGET_GENES DPM1 STPG1 CYP51A1 KDM1A DHX33 TSPOAP1 RHBDD2 RALA AGK PHTF2 IFRD1 PAX6 DNAJC11 CDK11A SS18L2 RPS20 VTA1 SPRTN AKAP8L LARS2 WIZ RABGAP1 SEMA3B UBR7 ANGEL1 CAPN1 MDH1 SERPINB1 DEF6 UBR2 HSD17B6 NR1H3 KPNA6 BTN3A1 BCLAF1 GRN CENPQ EIPR1 ABCF2 ADSS2 ZZZ3 RPL26L1 NSUN2 EDC4 CLEC16A CTNS PHF23 AP2S1 PREX2 TPR MAP4 RSF1 VPS13D ARID4B SDCCAG8 NOP58 SZRD1 KMT2C RC3H2 SOAT1 ATG5 ATP2B4 NDC1 DGKG FLYWCH1 SNRNP40 HDAC7 GPBP1 ELMO2 EIF4B ADCK1 TNPO3 ABCA7 ZNF76 NTHL1 WDR18 PACC1 SNAP91 CYB5R4 SEC61A2 PDE4A NFYC ELOVL1 POLR1H GOLGA5 STAG3 MYO9A PKM DHX8 IARS2 RASSF1 GPKOW GRIPAP1 FTSJ1 SIRT2 PPP2R5B NUP133 NUCKS1 BCL3 MAPK6 DGCR2 RNF126 TESK2 CFAP20 EIF2B3 TCOF1 RPS6KA2 DAZAP1 HLTF CYBRD1 PRKACA AFF4 TRNT1 FBXW11 NDE1 LLGL2 PPP2R3A EED ENO1 MYDGF SART3 KIFAP3 MKRN2 MLH1 TRAF4 RAP1GAP ARHGEF1 ACTL6B PPP1R12B USP33 SAR1A RAPGEF3 PAFAH1B3 STX7 KEAP1 RIF1 PUM3 CNOT4 AP4E1 RSBN1 ZNF510 WDR70 GEMIN5 PALB2 PLOD1 ZMPSTE24 GSTP1 AGBL5 RAB10 HADHA MAP3K4 CTTN MTIF2 ATG16L1 RAD54L CHMP5 EIF2AK1 MRPL28 ZFAND6 ATXN7L3 SF3B2 CASS4 PIR DDX18 PDRG1 CRLS1 ATRN NSFL1C ANAPC5 DZANK1 RPLP0 PXN ERP29 ZBTB25 SLC9A1 NDUFB2 MAEA CERS4 EXOC1 PITPNM3 ORC6 PPP2R3C SNAP23 CDC45 SEC22C AAAS SUCO HOOK2 SH2D3C NUBP2 BRPF3 HNRNPH3 ACOT7 TMED1 RAB18 CATSPERG PSMD8 ATP5F1D MARCHF2 NDUFB7 GADD45B MKNK2 ARVCF TRMT2A RANBP1 SNAP29 LZTR1 PPM1F TOP3B PICK1 ASCC2 GRAP2 PRMT5 TIMM9 KIAA0586 SPTLC2 VRK1 PABPN1 BRMS1L UQCC1 RAE1 PRPF6 MTG2 CDS2 HM13 TM9SF4 FAM83D TBL1X SYP PQBP1 MAGT1 EEA1 CDADC1 UGGT2 MRPS31 CENPT NFAT5 N4BP1 ACD PSMD7 VAC14 COG4 TAF1C TSC2 EEF2K ZNF174 UBFD1 EARS2 CPPED1 HMOX2 KAT8 LACTB MTFMT RAB11A HOMER2 ZNF106 DNAJC17 VPS18 OIP5 NBN ARMC1 UBR5 INTS10 ERI1 ERICH1 GYS1 CGB2 ECH1 NFKBIB PIH1D1 PPP1R13L LYL1 OAZ1 STX10 PTOV1 MED25 C19orf44 YJU2 TJP3 CACTIN HNRNPUL1 FZR1 PLIN3 CARD8 TMEM205 PLPPR2 MIER2 PPP2R1A DDX49 FKBP8 CBLL1 H2AZ2 SSBP1 TAX1BP1 PDAP1 PTCD1 CYP3A5 TAF6 TFR2 FBXO24 AP1S1 NRF1 TMEM248 POLD2 YKT6 DNM1 RAPGEF1 EXOSC3 VSIR MICU1 CUEDC2 SUFU ACBD5 RPL28 PBLD TSPAN14 RPL19 PSMD3 MTMR4 GOSR2 CDK5RAP3 DRG2 UTP6 PSMD11 RAB5C MRPL27 LUC7L3 EFTUD2 TNFAIP1 IFT20 ALDOC NCAPG MTCH2 FNBP4 HSPA8 DNAJC4 ATG2A UNC93B1 RNF141 DDX6 CARS1 C11orf58 AIP CLEC2B IL23A LTA4H GPN3 VPS29 STX2 NUP107 C12orf57 PRKAB1 RWDD1 TMEM14C PPARD MAPK14 KCTD20 SRSF3 RNF8 ZNF451 E2F3 MED23 RPS12 SLC39A7 CUTA PACRG QKI CCND3 PPP2R5D SRF CUL9 EXOC2 VEGFA SLC29A1 BRD8 HSPA9 HBEGF TTC1 SKP1 RARS1 SMC4 CRBN SLC25A36 ACAP2 TUSC2 EIF1B NKTR KANSL3 ACTR1B SLC35F5 ACTR3 SF3B6 EIF2B4 SNX17 RPS15 INO80B AUP1 HTRA2 CCDC88A HSPE1 IL1RL1 IL18R1 GORASP2 SRSF7 ORC2 NFE2L2 DNAJC16 MORN1 CACYBP SCP2 STXBP3 PARK7 SRSF4 SFPQ LAMTOR2 FBXO6 SWT1 MFN2 SMG7 RO60 UCHL5 PHTF1 ZBTB17 MRPS15 TSNAX C1orf109 LGALS8 RLF ZNF684 SDHB UAP1 ZNHIT6 CD46 P3H1 CDC20 PRRC2C VAMP4 DARS2 RSRP1 RCOR3 MTFR1L RPS6KA1 DHDDS NSL1 CENPF RPA2 PPP1R8 IFT46 KLF7 IRAG2 TNFAIP3 DCLRE1B EEF2KMT LDAH CYP20A1 NDUFB3 ITGB1BP1 CPSF3 HEATR1 FKBP15 DYNC2I2 SET RAB14 PHF19 PPP6C ZBTB45 ATAD2B SLC17A5 TCTN3 WDR55 MRPS14 CENPL SNX19 KBTBD7 FAM53C PAIP2 KDM3B PLS1 PTK2B COIL FAM117A TENT4B TRMT1L PEX16 ZCCHC17 CCRL2 ZNF639 ZSCAN20 CLCC1 RBBP6 ZC3H7A RWDD3 CBX3 HNRNPA2B1 POLM SLC25A51 DCAF10 AKR1D1 ECD SLC25A16 ZC3H13 TSFM NCKAP1L PFDN5 NFE2 IKZF4 NDUFAF4 CHPF MOCS3 VAMP7 ZNF576 XPO5 RPS10 MED20 KLHDC3 RREB1 CNOT1 LRRC29 HROB ARMC7 NT5C BARHL1 MBOAT7 INSIG2 TRIP10 PSMF1 SNRPB HNRNPR NECAB3 TMEM115 UROD TMEM53 PRMT1 RRAS PRRG2 SCAF1 SBDS STATH BECN1 EMG1 UXT IPPK ATP13A4 UBR4 WDR24 MACF1 KDM4B METTL25 METTL16 POR PEX1 RBM48 POT1 CDHR3 PRKRIP1 VGF DNAJB9 KLHDC10 NDUFA5 ARHGAP22 ICE2 DUT CALML4 PSMA1 CCNT1 CDKN2D CDKN1C SGO1 ERMARD RPL36 GTPBP3 BST2 ZSWIM6 FCHO1 SSBP4 PAK4 ANGPTL6 ZNF331 NOL11 UBE4B RBSN PSME3 RPL27 ACLY UBE2D2 C1orf159 CHD1L PEX11B PIAS3 PRKAB2 ACTR10 RFX1 RAF1 PTCD3 IMMT UTP3 WBP2 H3-3B UNK ZRANB2 GPS2 PCBD2 VPS4A MTSS2 POLR3F ARHGEF11 IGHMBP2 MMACHC TOE1 MUTYH CTNNBL1 LPIN3 SERINC3 ANGPTL3 DSTYK LGR6 FAM104A SLC39A11 SRRM1 KRAS IPO8 LARS1 CCDC59 SARAF MEN1 MED6 ARL8B SORT1 LAMTOR5 CEPT1 AP4B1 ARF3 NARS1 FBH1 RBM17 CCNH DDB2 ACP2 CDCA8 SLC43A3 TMEM258 TAOK3 TRAFD1 TMEM243 CCDC146 TMEM60 PNPLA8 RINT1 MAP3K7 ATP5MC2 CDK4 PAN2 ZC3H10 ACVR1B OS9 AHI1 FHOD1 COG2 GLUL PIGC RC3H1 DNAJB2 TMEM127 EPC2 VPS36 NUP42 TBRG4 DDX56 TTC5 IREB2 RSAD1 NMT1 ACTL6A TRA2B MARCHF7 EPRS1 BIN1 LRRC8A C9orf78 SMC2 TOR1A STX17 FPGS USP20 PSMB7 MYC APTX CNPY3 PIM1 TMEM14B FRS3 HMGA1 MTCH1 VARS2 NUMA1 CCDC90B FXYD6 MAPKBP1 NUSAP1 KNL1 ZNF280D HADHB RAB1A CENPO DBR1 FAM149B1 ASCC1 FASTKD1 USP8 SECISBP2L HNRNPD NUP54 G3BP2 GABARAPL1 C1RL SCAF11 MMAB SMARCC2 CERS5 LMBR1L ESYT1 TMBIM6 ESD VPS33A RHOF CUL4A MAN2C1 USP3 BBS4 LINS1 RHOT2 ZSCAN32 COPS3 KSR1 C17orf80 SCRN2 G6PC3 C18orf21 ESCO1 ARRB2 WRAP53 EIF4A3 ERBB2 SLC39A3 MVB12A SH3GL1 DPP9 ERVK3-1 CARM1 ZNF473 NOSIP RERE RPL11 ZNF593 KIAA0319L WDTC1 RPS8 MTF2 CD53 TIPRL POU2F1 COP1 PPOX FCGR2A NUF2 ISG20L2 HDGF LYPLAL1 SETDB1 PI4KB ENSA ARNT GABPB2 EIF2D RAB13 TPM3 HAX1 AQP10 LYST SRP9 FBXO28 ARF1 CDC42BPA PYCR2 GALM CALM2 CHAC2 CIAO1 DUSP11 NPHP1 UBR3 HSPD1 RAB5A IQSEC1 RPL32 ARL6IP5 RABL3 NCEH1 EIF2B5 ECE2 CENPC SETD7 ROPN1L RPL37 SKP2 GIN1 PPIP5K2 SLC30A5 NHP2 CDKAL1 FAM193B RASGEF1C DOK3 NFKBIE MTFR2 ARMT1 CCZ1B CDCA5 ATXN7L1 LUC7L2 HDAC8 PLPBP TACC1 FAM83A ZNF7 STOM POLE3 ASB6 PTGES2 CIZ1 FRA10AC1 MTG1 BTBD10 DGKZ TNKS1BP1 ATM AASDHPPT MTA2 DSN1 CNBD2 FERMT3 TM7SF2 VPS51 ALDOA TMEM218 LYPD6B RGS18 PIH1D2 NKAPD1 DHX37 UBC ITPR1 ANK3 RAD9B FER SCLT1 CENPU AMN1 BEND6 RABGAP1L GEMIN6 ARL14EP UHMK1 TRIM36 ZFP36L2 SLC30A6 GGPS1 ZNF117 CDYL INO80C NMRAL1 UBP1 RPIA GTF2E1 SDHAF4 ENPP3 MIA3 ELOC ATP5PF XPC EME1 MOV10 RHOC SLC16A1 NUP205 RBM45 FAM126B LSM11 RMND1 RWDD2B BACH1 ATP5MPL SUPV3L1 EEF1A1 HK1 KAT6B SAMD8 TBC1D31 PHKG2 GALK2 BUB1B SEC13 NECAP2 FZD1 GATAD1 ST3GAL2 CCNB2 VPS26C SLC35B2 C2CD2 SLC38A10 C9orf43 WDR19 SLC37A3 AP3S2 PRXL2B RER1 PAFAH2 RNF207 MITD1 ZC3H18 ELK4 B4GALT3 TOMM40L MPZ CCAR2 EPB41 FBXW5 CFAP298 RSPRY1 GPBP1L1 TMEM69 DRC7 TEPP GNE BSDC1 RSPH1 PDXK RRP1 FAM207A TOR2A TAOK1 TLCD1 PCSK7 SHC1 VPS11 FAM189B SLC25A44 PPP1R35 LRRC71 IER2 CPSF4 VPS28 MAML1 YDJC CCDC116 AP2M1 PCYT1A FDXR JOSD2 DBF4B SPSB3 TAF6L ZFPL1 TAL1 PARS2 RBBP4 UBXN10 NFIA OMA1 C1orf52 ARPC5 SLC9C2 BPNT1 BROX TFB2M CNST B3GALNT2 MRPL55 CLHC1 CCDC138 CTSS MSX1 LYSMD1 SCNM1 BOLA3 CCNYL1 DCAF16 ATP1A1 TMEM183A CWC22 CHCHD4 CLASP2 EFHB COX18 CCNL1 SMIM14 IL17RC U2SURP WDR43 ZNF148 SMIM12 RNF168 C1orf50 ERMAP MFSD8 ABHD18 MON1A FBXO8 CEP44 LMBRD2 TENT2 RPS14 MIOS ELAPOR2 SUN1 NOS3 INTS1 FASTK FMC1 SLC25A32 DCAF13 TMEM65 METTL2B PCF11 LRR1 RPUSD4 KBTBD6 PRPF18 VDAC2 COMTD1 DDX21 BMS1 SMCO4 HIF1AN ZFYVE19 API5 COPS2 ARIH1 ANAPC16 NUDT13 IDH3A ATMIN NDST2 IQCD BLCAP MARF1 PPIB CIAO2A TMEM170A DCTN5 VPS39 STAT6 MRPL16 TSC22D4 CCNDBP1 TEF SNRPD1 COQ4 CCDC103 POP5 JSRP1 CACNB3 DHRS13 CORO6 DNAAF3 C19orf48 KLK2 ATP5PD SLC3A2 ATG16L2 LTBP3 CCDC88B MAPK1IP1L LMBRD1 ZCCHC4 POLR2J3 COA6 MMADHC MPLKIP SLC20A2 STAT3 AHCYL1 STX18 LETM1 CEP120 ATP5ME CSNK1G1 XPO6 RGS14 LMAN2 CCDC8 DFFB HNRNPF SIMC1 HNRNPA3 GLB1 GON7 CDK1 SP7 KRT8 HARS1 DNAJC18 PA2G4 RNF34 POLH TRIAP1 TMEM43 DNAJC24 KYAT1 TRMT61B C9orf16 ETFDH ZNF584 BPTF GPHN CAMTA1 TVP23B SRGAP2C JMJD1C ZNF554 QARS1 ORMDL3 ZNF131 BPGM CORO1B FUT10 PSME3IP1 RAB37 RPL38 RNASEH2C KAT5 DCAKD FAM222B KDM2A ADCK5 PPP1R3B MAP3K11 TRIB1 DAB1 ZNRD2 SMARCC1 MST1 PLK3 ZNF791 UBXN2A CCS FBXO45 C16orf91 ZNHIT2 SNHG11 SNAPC5 SLC29A2 RPL15 CNIH2 NDUFA11 KCTD13 ZDHHC14 PDIK1L FAM182B HIGD2B CENPS BANF1 EIF1AD ZNF25 DRAP1 UCP2 PAAF1 TMEM70 RPS6KB2 B3GNTL1 TTLL11 ZNF169 RUVBL1 BAIAP2 ZNF613 TPRN CSTF3 SPHK1 SMIM19 ZBTB8OS RNPEP VPS37D CLK2 CNTD1 LMNB2 LRRC37A3 NFATC2IP SEC24C PPFIA3 CD19 RABEP2 GBA THAP5 ANXA2R ZNF619 DMAP1 NDUFAF3 GRAMD1C SH2B1 GEN1 FAM220A EPM2AIP1 TUFM SNX18 EXOC3L1 RCC2 C9orf106 PER1 PXT1 DAND5 KLHL28 MKRN3 C1orf194 MCFD2 TMEM64 SMG1P3 PPA1 HOXC10 KCTD2 MRPL14 TMEM102 ZNF678 RAP2B MRPS23 MACIR COA4 PRKAG1 SNRPE NOP10 ERCC6L2 ARL6IP4 KBTBD3 CLN8 NPLOC4 TSPAN10 TTC3 RPS17 CNOT10 CAMK1D RUVBL2 LINC01547 ZNF623 CCDC159 SF3A3 EP400 MEX3B KLHL25 GUSBP1 MACC1 TRAIP COA3 ACTG1 TBX1 LRTOMT NR2C2AP UBE2F SNRNP35 TM2D3 TSSC4 PLA2G6 THAP7 NUTM1 ZBTB40 SEPTIN5 DYNLT2 APOO SUMO3 SIVA1 DGAT1 AP3M1 NRBP2 PGBD2 CDK10 PRKN TEDC1 MRPL30 SEPTIN7P13 MRPL40 PBX1 EP400P1 PRAME ADAMTSL5 MORF4L1 WDR53 ATP6V0C SETD4 AIDA WWOX TMEM222 TPCN1 C1QL4 CMC1 TLR5 ZNF286A EXD3 MCRS1 KLHL17 HEPACAM2 LAMTOR4 ZNF669 SRSF10 SUMO2 CYP51A1-AS1 RBM34 NOXA1 TMEM198 KCTD21 TMEM120A SF3B3 PLEKHG4 STK40 RNF216P1 ZNF107 CD55 PTPN1 ZNF775 MYL6B SDHAF3 ZFP62 TOMM7 AMZ2 CTBP1-DT FUT11 WDR45 ZNF100 ZSCAN25 PCNX3 TBC1D9B RAD54B PELI1 MRPL21 SHPK IRF1-AS1 FAM118B INKA2 NKIRAS1 SNHG12 NOL8 ZNF335 GRK6 PRIM1 TOR4A MIER1 QRICH1 AFDN-DT HELZ PHETA1 GET3 SPRED2 ITSN2 OGA TXNRD1 ARMH1 ZNF627 CTNND1 DDX39B NUDT16 MDM4 C6orf89 IPO9 TOGARAM1 DLL1 GPATCH3 RPL10A FOXJ3 OPA1 ZNF277 LTN1 TYW1 TBKBP1 MFAP3L KIFBP RNU5B-1 RNA5SP324 VTRNA1-2 RNVU1-21 COX20 TATDN3 H2BC18 C1orf141 INPP5B RXRB BRD2 RNF5 MRPL38 SP5 STK19 DXO SKIV2L NELFE NEU1 LSM2 VWA7 ABHD16A CCHCR1 PSORS1C1 AC008429.1 TTC25 DCTN1 FAM216A SPIRE2 SLC35B4 PSENEN C4orf46 PRR13 C5orf51 SRRM2-AS1 C21orf62-AS1 TMEM191C RNU6-1 SNORD60 MT-TV MT-RNR2 MT-TW SELENOH GNRHR2 TSN TRGV5 RNU6-1055P ZNF611 AURKAP1 SUPT4H1 ANKRD39 ERV3-1 TMX2 ADAT3 GPSM3 GTF2H4 MDP1 IRF9 REPIN1 SMIM7 ALG3 FIS1 BBIP1 FAM187A STARD10 CPEB1 B3GNT10 TOMM6 POLR2J4 PHB2 AC141586.1 MYL5 CROCCP2 FAM228B LL22NC03-63E9.3 PPP2R2A FAM185A MIR1538 LINC02068 LINC01825 AL441992.1 EXOSC6 CCR5AS ENTPD3-AS1 EPB41L4A-AS1 PPM1F-AS1 RASAL2-AS1 LAMTOR5-AS1 MRPL20-AS1 LINC02776 BOLA3-AS1 JPX LINC01623 TRAM2-AS1 NOL7 ABHD11-AS1 AC092802.1 BAZ2B TMEM191A SLC16A1-AS1 SRRM5 ISCA2P1 LINC02832 KIF9-AS1 SCAMP4 LYPLAL1-DT PCAT6 LINC01635 LNC-LBCS C2orf92 WEE2-AS1 MRPL45P2 RPL41 CRPPA-AS1 ZRANB2-AS2 EXOSC10-AS1 EMC1-AS1 ANKRD18B LINC00271 KIF5C-AS1 MIR4422HG SGO1-AS1 LINC01353 LINC00574 IPO9-AS1 FAAHP1 ST3GAL5-AS1 SNHG7 AC005083.1 DDX39B-AS1 ZNF37BP FAM133B H2BP2 VN2R3P BRD3OS PPP1R3E LINC02569 PEF1-AS1 CPB2-AS1 LINC00896 AC127070.1 SETD4-AS1 BCYRN1 TTN-AS1 GS1-124K5.4 LINC01409 KIFC1 DGUOK-AS1 ABCA17P RNU7-50P RNU7-1 ADSL AP001625.3 LINC00881 ATP5MF FABP5P3 ATP5PO PI4KA TCP10L EIF6 TTC4 DDOST OR2A1-AS1 APOBEC3C LINC02709 RORA-AS1 SBF2-AS1 CSTF3-DT STX18-AS1 CDK11B ATP5MF-PTCD1 SLC25A15P5 LINC01234 F11-AS1 CENPS-CORT RNA5SP116 RNU6-559P AC023632.2 MINCR AC011379.2 AP002495.1 LINC02695 CKLF-CMTM1 AC005324.3 AP001636.3 AC100858.2 LINC02733 KLRC4-KLRK1 PXN-AS1 ZNF432 HMBS GATC AL132780.1 AC068888.1 FNTB LINC02356 SLC7A5P2 MC1R UBE2F-SCLY AL050341.2 RBM15B MIR762HG CENPN-AS1 ZNRD2-AS1 LINC01570 C16orf95 FBXL19-AS1 AC009107.2 AC138627.1 TMEM202-AS1 AC073878.1 GAN LINC00662 AC005670.1 MMP25-AS1 DHX33-DT MIR193BHG AP000845.1 TSPOAP1-AS1 SEC22B RASSF5 BOLA2P1 ILF3-DT AC011476.3 AC006504.5 AC002116.2 AC009005.1 AC132192.2 AP001462.1 CALR3 EGLN2 SNHG8 TSNAX-DISC1 TERC AC104109.2 RPS10-NUDT3 SRXN1 AL031055.1 AC010240.3 AL024498.1 AP003392.5 GTF2IP20 HNRNPD-DT SLC30A6-DT EIF2B5-DT DCP1A MIOS-DT TBC1D8-AS1 CWC25 ZNHIT3 INO80B-WBP1 H2AC12 RNVU1-26 FRG1HP SCARNA2 MCM8-AS1 MRPL45 EIF1B-AS1 TRG-AS1 BISPR MIR4521 ZNF165_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF165_TARGET_GENES RFC2 ST3GAL6 MYLK STK10 ZMPSTE24 RAB10 SEPHS1 IZUMO4 RIN3 UQCC1 CST3 FGF9 SPAG1 ERI1 NMRK1 BMPR1A CDKN1B SPSB2 ABCB6 TCEANC2 ESYT2 ATF6 ATL2 SLC17A5 ZNFX1 TMTC4 ABCC4 PPP1R12C CDKN1C IQCN BTG1 YARS1 UBQLN1 ITM2C TBC1D4 GARNL3 CMTR1 CYP1B1 SPPL2A STRIP1 PTPRG ZNF7 SOGA1 SEC24D CDC123 FANCC RCAN1 ADPGK ITGB2 LRRC71 MFSD12 PRSS12 RICTOR RPS14 NUDT5 MIDN ECI1 SAC3D1 PTEN MOB3A ZFAS1 OPLAH GPR39 TMEM179B CYP2R1 FBF1 PTPN1 FUT11 SLC22A5 SNORD12C EML6 NPEPL1 MIR137HG ZNF503-AS2 ST3GAL6-AS1 PISD LINC01843 AL050341.2 LINC01730 RASSF1-AS1 MNX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MNX1_TARGET_GENES RNF41 DGKA TRIM41 ZDHHC14 IQGAP3 LHX2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LHX2_TARGET_GENES SCYL3 CYP51A1 SNX11 CFLAR POLDIP2 KDM1A RBM6 VPS50 CDC27 TTC22 PAF1 VPS41 TRAPPC6A E2F2 NADK MGST1 FAM76A BAZ1B SPRTN DYRK4 STARD3NL NCAPD2 NME1-NME2 MBTD1 UTP18 PTBP1 CALCOCO1 PSMC4 ANGEL1 MDH1 MTMR11 COX15 NUDCD3 AQR FHL1 IFNGR1 SNX1 SLC39A9 NUP160 PNPLA6 ALG1 ASTE1 NSMAF TUBG2 RPL26L1 MFAP3 BOD1L1 CTNS PHF23 CAPG POLR2B TPR SCML1 HDAC9 LTBP1 LIMA1 MRTO4 LAMA3 TRAPPC3 FAM168A FAM114A2 PRDM1 ATG5 NDC1 ALDH18A1 CTDP1 STYK1 SNRNP40 BCAT1 TNK2 CDH3 VMP1 MED29 CASP8 LIMCH1 TAF2 KDM4A RRP15 LAPTM4A SIRT2 PPP2R5B NUCKS1 RAB27A LRP6 GUCY2C SMG6 TCF3 SMC1A DERL2 CLASP1 CLNS1A TSG101 TXK SRI FRYL WDR62 RAB7A REXO2 MLH1 PPP1R12B SIRT6 HOXA9 NRDC CDH17 CDC14A CEACAM1 SENP1 PSEN1 CPOX NDC80 RSBN1 CXCL2 CDC14B ITGB5 TRPM3 GRHL2 ZNF324 YTHDC1 NOA1 ZNF213 USP40 RBM22 TMED2 MTMR2 PGS1 PSMC5 RTRAF NID2 AURKA DDX18 KHSRP RPLP0 ZNF302 HEPH RBM41 PAPOLA MRPS33 USP48 RBM27 DLD TMEM101 HAUS4 TOX4 SNAP23 RFFL MFSD11 CDC6 NUBP2 TMEM14A PSMD8 MED15 BCL2L13 TFIP11 PICK1 SAMM50 L3MBTL2 ATP6V1D AHSA1 ERH VRK1 PSMB5 PABPN1 GMPR2 UQCC1 HNF4A CSTF1 TPD52L2 PRPF6 PTK6 HM13 KIF3B NOP56 IDH3B CHMP4B DHX35 ACOT8 METTL4 CEP76 SMAD7 NXT2 MCTS2P USP11 PIN4 PORCN VWA8 NUTF2 CENPT LONP2 N4BP1 ZNF821 PSMD7 WDR59 HCFC1R1 NAGPA RPGRIP1L CDIPT AAGAB IQCH TRIP4 ZNF106 DTWD1 DNAJC17 FZD3 STK3 GDAP1 EIF3E GSDMD UBXN8 ASAH1 MAP4K1 NFKBIB CLPTM1 PIH1D1 PPP1R13L ERCC2 PLEKHJ1 SF3A2 C19orf44 ILVBL POP4 YJU2 SLC1A5 CCDC9 FZR1 DENND3 NOP53 WDR83OS PRPF31 TFPT COPE DDX49 CFAP69 PMPCB DNAJC2 ADAP1 TFEC MET TSPAN12 SSBP1 GARS1 AIMP2 USP42 PLOD3 ZNHIT1 CEP41 MEST TLE4 FUBP3 SEC23IP MICU1 XPNPEP1 GOSR2 CCDC47 DRG2 FTSJ3 PEX12 ABCC3 PRKAR1A YWHAE DCUN1D4 UBE2D3 AADAT STIM2 NCAPG ZPR1 LPXN EHD1 OSBP CCDC86 EIF4G2 UBE4A SOX6 RPS13 HPS5 GTF2H1 SLC11A2 MVK PTGES3 PPM1H CDKN1B LTBR CAND1 KRR1 MRPL51 CDCA3 C12orf57 PRKAB1 PAK1IP1 SERINC1 SRSF3 SOD2 MED23 SNX3 SLC39A7 CUTA COX7A2 THBS4 NUP155 PPP2CA PPWD1 CPEB4 BCL6 HGD AMOTL2 ECT2 NPRL2 RPL24 CYB561D2 BBX FRMD4B MAPKAPK3 SF3B6 CYTIP EIF2B4 SNX17 PPM1G INO80B MRPL19 GGCX PLEKHB2 DCAF17 COX7A2L THADA EPHA4 DNAJC16 CACYBP SCP2 CEP104 C1orf21 NR5A2 EXOC8 C1orf109 MYCL TSPAN1 UTP25 SLC35A3 DHDDS TXNDC12 POLR1G KPTN KIF14 ATP10B SGK1 VAMP8 MYL12B CCNI DNAH7 TJP2 DYNC2I2 VPS4B FCF1 AREL1 ZC2HC1C SUPT7L YPEL5 CUTC TCTN3 KCNIP2 PANK3 MRPS14 NUDCD1 ENY2 MTRF1 PROSER1 KBTBD7 ALG5 EXOSC8 FAM53C PAIP2 PLS1 TNFRSF10B SLC35B1 BCL2L14 KIF18A DESI2 ZCCHC17 KIAA1191 PMS2 KLHL7 HOXA7 CDKN2C WDR83 CENPK SPATS2 ATG101 IL13RA2 SLPI ZNFX1 DDX27 USP22 ZNF576 SNRPC AARS2 ZNF391 LRRC29 PPP1R12C CCDC93 ALKBH7 RPL23 GPR108 VASP SDCBP2 FAM110A NCLN ZNF436 TMEM115 LRFN3 SCAF1 EMG1 DYNC2I1 CANX IDUA EMC1 UQCR11 KDM4B METTL25 EMC6 ZFP36 SDF2L1 LSM8 PRKRIP1 STRIP2 PDE11A PSMG2 ELL3 ALDH1A2 ARPP19 SERGEF NGDN RAB2B EGLN3 NEDD8 PRKCSH RPL36 RSPH3 MAP1S IQCN ZNF337 METTL26 POLN HAUS8 MRPS25 TBC1D5 RFTN1 NR1H2 PSME3 DIAPH1 ZCCHC9 ZSCAN5A THAP1 DNAJB1 CCT6B PPARG WBP2 H3-3B UNK ERAL1 KHDC4 MMACHC ZSWIM3 CASP9 CDK8 PEMT KMT5C WDR74 MED10 SPINK5 CCDC59 EIF2S1 ELP3 REG4 LAMTOR5 LDHA CDCA8 FADS2 TMEM258 COL4A2 ERCC5 ARHGAP32 WDR36 NAA35 ISCA1 CCDC146 ATP5MC2 DNAJC14 AFG1L PKIB MRPL44 TMBIM1 APPL2 LMO7 IGF2BP3 TBRG4 HUS1 DBNL CIB2 NMT1 KAT7 ACTL6A NDUFB5 MRPL47 TANK LRRC8A TXN TRMO APTX RPS6 PIM1 TUBB2B FLOT1 VARS2 C6orf52 SYTL2 PRCP ALKBH8 MAPKBP1 GTF2B CYP1B1 LRPPRC DTNB ACTR1A SMARCAL1 PPIG APH1B NUP54 KIF21A VAMP1 AMDHD1 NEDD1 NUP58 RHOF TTC6 HMG20A UNC45A FTO GID4 CLTC BCAS3 GREB1L NPC1 CARD14 RPTOR ERBB2 FEM1A MVB12A SIRT3 CAPN10 EVI5L PSMB6 FAM71E1 RPL13A CTU1 ITGB3BP SERBP1 POU2F1 UFC1 PPOX PRCC RRNAD1 MRPL24 ISG20L2 HDGF TUFT1 TARS2 SETDB1 MRPL9 ARNT C1orf56 OAZ3 GABPB2 ADAM15 ILF2 WDPCP SNRNP200 SFXN5 STK11IP OSBPL10 GOLGA4 TMF1 TBCK METTL14 PDGFC MYO10 RPL37 SLC30A5 YIPF5 ARHGAP26 RNF145 CDKAL1 ZMAT2 RNF44 ABT1 PRIM2 RPL7L1 PM20D2 TBC1D32 WTAP ARMT1 C7orf50 CDCA5 SLC12A9 LUC7L2 SYTL5 HDAC8 CSGALNACT1 CCDC25 CHMP7 POLR2K C9orf72 SNX30 SURF6 GPR107 PPRC1 SYT8 HIKESHI TMEM138 CCDC15 VPS51 HNMT TIMM8B PTS BTBD11 MAGI1 VIPAS39 PTPRO VPS26B NCAPD3 QTRT2 CENPU AMN1 DST TIAL1 SCHIP1 SPC25 SH2D6 TADA1 PFKM SLC30A6 UTRN RANBP2 NR4A2 ADGRF4 CYRIB CFDP1 TRIP12 CHD1 MSI2 CEP112 ENPP3 TNIK ELOC ATP5PF GABPA XPC CCDC174 SETD9 RMND1 NDUFAF6 TIAM1 SUPV3L1 EEF1A1 CD109 ZDHHC5 ATAD2 BUB1B ODR4 STEAP2 BRAF PSMG3 AP3S2 TNFRSF14 PAFAH2 MITD1 RIBC1 AHCYL2 DEDD RAPGEF6 PAXBP1 LAD1 MED8 CHCHD6 DFFA RSPH1 SLC37A1 RDH13 ZER1 DEDD2 PMF1 RPL8 PSMC2 DMKN THAP8 PGAP3 FDXR ACOX1 EMC10 JOSD2 SPSB3 CYB561A3 RPL29 ZFPL1 TM2D1 BROX PPP1R21 MEMO1 TYW5 MAIP1 NUP35 PACRGL CRYGC DCAF16 CGGBP1 ADORA1 CWC22 TGFBR2 SUCLG1 PRKCI PPM1L GTPBP8 CCDC191 TIPARP PTX3 SLMAP TTC14 SLC4A1AP TMEM41A RFC4 AIMP1 ZNF589 ICE1 TMEM161B ERAP1 UBLCP1 NSA2 GFM2 TRA2A RPS14 FMC1 HGSNAT NOL6 PIGO SKA3 KBTBD6 PRPF18 TAF3 BMS1 METTL3 ZFYVE1 CCDC38 SMCO4 ZFYVE19 FAM227B CUL5 USP54 IFTAP PPFIBP2 C16orf46 ZNF143 ZNF3 PCLAF TMEM170A CLPX STAT6 PHB PRR15L CDK12 DUS2 TBC1D16 MYO5B ZNF23 IRGQ ANKRD11 RPL13 RAB4B ZNF526 NXN HSD11B1L MIS12 RAB26 ECI1 RPSA PAFAH1B2 ZCCHC4 GLYCTK THAP11 MMADHC MPLKIP FEN1 HEXIM2 ZSWIM1 NDUFS5 TMEM208 GFM1 CSNK1G1 PCSK9 CCDC126 LMAN2 HSPB3 MRPL1 SLC38A11 METTL15 PCBP1 DFFB TM4SF4 HNRNPA3 CHRNB1 GABARAP UBB GPRC5C KRT8 ARL6IP1 ACYP2 SDR16C5 RPS9 NDUFA3 OSCAR FEZ2 C11orf24 KYAT1 TMEM126A UGT2B7 RXFP1 ENC1 MLLT3 FRMD5 ZNF217 ATPAF2 DRC3 MTBP MRPL13 TP53RK STARD5 MCRIP2 CLP1 DMXL1 ANKRD13D PHF8 DCAKD GOLGB1 GPR160 C16orf91 TRMT10C ZNHIT2 EXO1 DENND4A BRMS1 NDUFA11 RAB1B MICOS13 VCPIP1 MRPS22 PACS1 ZNF408 ARHGAP1 LSM1 ERCC4 SUGCT TMEM70 TOM1L2 TMEM39A RTTN CLK2 SCAND2P WSB2 TYMS EFCAB5 SEC24C SIX5 SLC38A9 MAN1B1 ZFAS1 PIDD1 RPLP2 GBA ACAD9 CRACR2B BET1L BOLA1 ZC3H12D COX14 EPM2AIP1 ZNF552 EIF3K C3orf38 EDC3 HMGN2P46 KLHL28 CDC42EP4 PCBP1-AS1 TMEM150B CCDC66 CLRN3 PSMG4 ZNF443 ST20 C1orf105 SLC26A11 TMEM102 ACBD4 SLC35C1 ADO GINS3 MRPS11 IST1 ZSCAN22 ANXA2 HOXB4 RPS17 TMEM198B CADM1 CCDC159 MACC1 TBL3 KCTD16 KMT5A UBE2F IMMP2L FAF1 CDNF ZBTB37 TEDC1 RAD51D MRPL30 PSMD13 PBX1 TRIM69 PTCH1 AIDA CDIN1 CYP4F12 ZNF17 TOR3A MIR22HG PNLIPRP1 AL162231.1 PTMA HSPA14 IFT140 ISG15 THSD4 SECISBP2 NWD1 LINC00265 HYKK CENPP FOCAD H2AX SRSF10 RALGAPA2 CLN3 RHCE NHLRC3 ALKBH2 BLOC1S3 CLDN4 FAM47E KAZN SPATS2L ZNF250 ZNF79 NIF3L1 TPK1 TTC30B SNHG17 CASP4 PCBP2 ABCB8 ZNF785 PIWIL2 C6orf141 LRP10 ZNF860 SHPK MAP3K5 MIB2 EOLA1 CDC42SE1 RPS26 MCMBP TAF13 ZNF181 INKA2 MBP NOL8 CCDC151 TOR4A ZNF251 SZT2 DDX42 TOGARAM1 ZNF830 LTN1 CAPZA2 MAP3K3 SMG5 PJA2 RNU6-450P RNU5E-4P VTRNA1-2 EFCAB7 MACO1 DAXX PFDN6 RXRB STK19 DXO SDHD TRIM15 TRIM31 RNF39 AC010624.1 AC008429.1 SLC35B4 PDE7A CFI NAP1L4 LCMT1 CRYZL1 C21orf62-AS1 HACD2 SNORD12C MIR759 LINC01089 SUPT4H1 GAPDHP25 GTF2H4 ITGA1 SMIM7 SMIM30 HAUS3 BBIP1 FAM185BP STARD10 ZSWIM8 IFRD2 CDIPTOSP POLR2J4 PHB2 NEURL4 MSMP PEX26 NBPF1 FAM228B C6orf226 FAM200A RNU4-86P LINC01778 LAPTM4A-DT CCDC18-AS1 AC004870.2 LINC01767 PPM1F-AS1 LINC01133 LAMTOR5-AS1 FCF1P7 HMGB3P22 CATIP-AS1 BAZ2B SRRM5 WDR46 EPS15-AS1 SIM1-AS1 GUSBP11 WEE2-AS1 HECW2-AS1 CCDC192 KLHL7-DT ZNF341-AS1 ZNF674-AS1 LINC01363 LINC01412 SNHG15 LINC01392 GAS5 LINC02331 LINC02889 NIFK-AS1 TRBV30 GS1-124K5.4 LINC01275 AL109615.3 FLG-AS1 MYLK-AS1 NME1 C1orf226 AP001625.3 AC091390.3 STIM2-AS1 PPIL3 RN7SL346P AADACP1 ISY1 NSUN6 PDXP LINC00893 ARHGDIG BMS1P4-AGAP5 BMS1P4 HOTTIP TIPARP-AS1 TMEM199 AC124242.1 LINC02709 NEAT1 AC116535.1 PRR7-AS1 UBE2D3-AS1 SNHG10 CKMT2-AS1 TMEM161B-AS1 DPH6-DT SMIM31 ZNF436-AS1 LINC01411 GLUD1P3 AC244502.1 TMEM108-AS1 NDUFB4P2 RPL32P3 FOXD1 HOXA10 HOXA-AS2 LINC01111 FAR1-IT1 MPV17L2 MIR100HG NEDD8-MDP1 POLR2M LINC02747 PXN-AS1 ITFG2-AS1 POLG2 LINC02441 LINC01619 CNPY2 LINC02410 AC090001.1 UBE2F-SCLY ST20-MTHFS TMC3-AS1 MRPL46 AC051619.4 PMF1-BGLAP LCMT1-AS1 AC069224.1 AL163051.1 CCPG1 Z95115.1 ISY1-RAB43 AC005670.1 ZNF213-AS1 MIR4495 MIR5091 DSG1-AS1 AC006116.7 LIN37 NAPA-AS1 AC132192.2 MAN1B1-DT AC012313.6 CALR3 AC104109.2 AL031055.1 AL035530.2 AC100812.1 IER3-AS1 NUDT3 SLC30A6-DT DCP1A ZNHIT3 INO80B-WBP1 SCARNA2 AL354696.2 MIR8059 CCDC163 METTL14-DT MIR5087 FXR1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FXR1_TARGET_GENES SCYL3 GCLC MAD1L1 KDM1A VPS50 AGK ARHGAP44 CDKL3 TSR3 DNAJC11 CDK11A UBE3C FUZ SYT7 LARS2 RABGAP1 SEMA3B ZC3H3 XYLT2 GLT8D1 CXorf56 TTC27 PHLDB1 ZNF839 DERA B4GALT7 EIPR1 ALG1 MAT2B PNKP CTNS THAP3 ARID1B SLC4A8 CYBA PHPT1 GALC PARP12 GATB EPN1 HAGH TAF2 CTSA ADAT1 GSTO2 ZBTB11 RRP15 IARS2 PIGB RAB27A FAM50A CPSF1 NFATC3 PDE8A SEMA3A GPC4 EDN1 THOC1 SRCAP JMJD4 WDR70 TUT7 REST MRPL28 HUWE1 ACOX3 TRIP6 PSMC5 SH3BP2 NSFL1C DZANK1 KIF16B BRAP NECAP1 LTBP4 GNPTG ALKBH5 G2E3 COMT LRRFIP2 CDC6 CWF19L1 HIVEP1 CIRBP PPIL2 TOP3B ANKRD54 CYP2D6 TXN2 PMM1 EIF5 TRIP11 CHD8 PCK2 NFATC4 RAE1 SLCO4A1 SPEF1 ARFRP1 NKAP NAA10 SUPT20H SLC25A15 DGKH ARL2BP POLR2C NAGPA ANTKMT STUB1 DNAJA3 MAZ RNF40 ZDHHC2 BRF2 INTS10 BNIP3L HNRNPL PPP1R37 ERCC2 RNASEH2A AMH PTOV1 VRK3 TJP3 CYTH2 GRWD1 DBP TNPO2 TMEM147 LSR CDK6 PLEKHA8 CASP2 RBM28 IMPDH1 LSM5 CDC37L1 LHX3 FTSJ3 SMARCD2 MLX ALDOC PHF12 LAMTOR3 SEPSECS ACCS MADD PRPF40B CSRNP2 OGFOD2 DDX55 NOP2 ATN1 PHF1 TFEB CUL9 COX7A2 SKP1 TXNDC15 HMGXB3 ACAP2 CSPG5 MRPL3 COMMD2 PLCH1 FOXP1 KANSL3 ACTR3 CENPA PSMD14 UNC50 MOB4 SLC9A2 MLPH RALGPS2 C1orf109 MYCL FAAH SLC35A3 ARID1A KPTN DDX59 FBXL5 CTNNAL1 ABITRAM ZBTB45 ZNF410 DNMT3A CAAP1 WDR55 TAF12 PLS1 SLC35B1 ZNF211 CISD1 WDR83 TSFM PFDN5 ATPAF1 HJURP RNF114 NEURL2 ZNF576 TM9SF2 NUP85 MIR9-1HG SYMPK DTD1 MKKS CITED1 NECAB3 MMP24OS CAPNS1 RBM42 TNFRSF19 MTERF1 MBD4 COPB1 SUMF2 PALLD UCK1 CHMP2A EIF3G CASZ1 AAR2 RARA FBXW9 H3-3B TRIM47 GPS2 PCED1A POLR3F IGHMBP2 AP3B1 COX16 GRHL1 ELP2 DAGLA NREP TES AVIL ZC3H10 EMX1 USP15 STX6 MTHFS TACO1 EPRS1 GARNL3 DPM2 IL11RA RPS6 CMTR1 TMEM14B LRRC1 ATAT1 VARS2 NDUFAF1 RASGEF1B GSTCD INTS12 MYG1 ESYT1 SLC12A6 GTF2A2 USP3 UNC45A CDR2 NOL3 RHOT2 LRRC46 SLC39A6 ARHGDIA TRIM65 NFIC PADI1 PGD EVA1B SYTL1 NUF2 RGS5 PIGM EIF2D TP53BP2 CREB3L4 RIT1 EPHX1 CHAC2 POMGNT2 OTULINL PAM FAM193B TMEM168 TACC1 NAPRT ZNF462 GTF3C5 DPH7 GAS2 IMMP1L PPP4C ALDOA SAP18 ABCB9 CENPU FBXO4 FAM168B UHMK1 MARVELD2 SREK1IP1 INO80C NRGN C21orf91 RBM45 DCK DPY19L4 SUPV3L1 TYSND1 SEC13 NECAP2 DHRS1 TMEM268 AP3S2 ZFAND2B PPP1R15B ELK4 F11R CCAR2 FBXW5 MRPL10 DONSON UBE2Z CALM3 ATAD3B RALGDS RDH13 CRTC2 PMF1 RECQL4 AP2M1 DMKN SYCE2 ZNF653 RNASEK-C17orf49 AMDHD2 PAQR4 LBHD1 ATF3 BPNT1 MRPS18C ARPC2 COX18 PSMD6 APBB2 IL17RC CRELD1 IFT122 PPM1M TMEM144 TIGD6 GDF9 CTSB ZHX1 PIGO INPPL1 LRR1 KLHDC2 RPUSD4 VDAC2 LARGE2 TRMT61A DPCD NOLC1 ALKBH3 TAF10 IFTAP XRRA1 ATMIN ZNF606 AP1G1 PLK1 VPS39 COQ7 CRK TMC4 TRAPPC9 WDR81 BSCL2 LTBP3 SAC3D1 MAPK1IP1L RBPJ ATXN2L SNRNP48 ADAM9 LRATD2 E2F6 TM2D2 METTL15 C15orf40 HEXD ZNF764 ZNF768 PUSL1 PA2G4 FOXA3 TRIAP1 KRT15 ETFDH ATF7IP WDR87 RPS7 FRMD5 LAMB2 USP19 QARS1 PAIP1 AFF1 CHCHD1 CORO1B FUT10 NADSYN1 ANKRD13D HSPA6 TRMT112 TNFRSF10D GMPPB UBXN2A SNAPC5 BBS1 MRPL11 CNIH2 PTDSS2 MICOS13 FAM131A CENPS PHYHD1 SART1 SSNA1 CHMP6 ANAPC2 PHLDB3 PNMA1 B3GNT8 CD151 GEN1 MPI DPY19L3 HYI NSUN7 PACS2 GEMIN4 SHARPIN ZBTB42 GPBAR1 PSTK SOCS4 SEPTIN1 FAHD1 ARHGAP45 H2BC4 GPR137C POLR2A OGFOD3 ZNF875 CLDN7 MRPS11 SNRPE IZUMO1 RRP7BP AP2A2 RABIF DAZAP2 ZNF623 SF3A3 COA5 HMCES DNAH2 KMT5A SMTN PCDH9 KRBA2 ZFP90 DGAT1 NELFA PGBD2 NOTUM TMEM179B IRF7 MRPL40 CXorf38 WWOX RTN4RL2 NHEJ1 CYHR1 CLN3 SUMO2 RBM34 TMEM201 ANKDD1B ZKSCAN3 CCDC189 PLEKHG4 MAML3 ZSCAN16 NOP9 ZGPAT MRPL21 HNRNPAB GZMM ZNF181 ZNF544 ZNF607 RPS6KL1 WDHD1 TAFA2 GLMP SREBF2 ATG9A KIFBP MIRLET7I EFCAB2 H2BC18 GDI1 ARRDC1-AS1 LRRC73 HSD17B8 MRPL38 ZNF814 C6orf136 MRPL53 C4orf46 C21orf62-AS1 JPT2 TMEM191C RNU6-1 MIR150 SELENOH TSN SUPT4H1 SIPA1 HEXA SLC35F6 RPS29 IRF9 TTLL3 ZSWIM8 POLR2J4 VPS16 TMEM242 TSTD1 ZNF579 FAM200A LINC01465 LINC00630 IL10RB-DT PIGBOS1 SRRM5 DPY19L2P3 SDAD1P1 HYI-AS1 SMIM26 SEC1P FAM133B MORC2-AS1 TMEM147-AS1 PRMT5-AS1 RGL2 LINC00888 BMS1P4-AGAP5 BMS1P4 PRAF2 MRPS31P5 IL10RB NME2 DBNDD2 NOP14-AS1 GLUD1P3 CENPS-CORT MINCR COA8 HMBS GATC ZHX1-C8orf76 MRPL46 RBM15B CENPN-AS1 PMF1-BGLAP HEXA-AS1 AC099518.4 AC073878.1 ZNF213-AS1 IKBKE MIR3195 ZNF8-ERVK3-1 FDX2 LIN37 NAPA-AS1 AC020915.2 ZSCAN16-AS1 SLBP-DT CWC25 NOL12 PIP4K2B ZNF8 LINC01232 ARX MYCBP2 PIGQ CRAMP1 POMT2 CD9 MVP LRRC7 MRI1 RAI14 NOP16 PIGV POLD1 ABCA7 ELP1 MNT PRKACA ACADVL ACTR6 GTSE1 GPR137B CIC PSEN1 AP4E1 ZNF510 ZNF586 ZNF213 EPS15 SRRT ATXN7L3 ADD1 GMCL1 SLC4A11 EBF4 DDX24 ARHGAP4 STRN4 SEMA6A RFFL TIMM13 LZTR1 SUSD2 RBM23 VCPKMT GSTZ1 ACIN1 APEX1 ADNP PSMA7 ARFGAP1 GMEB2 UBL4A ELMO3 PLLP METRN CAPN15 RAB11A CHRAC1 SNX16 MAN2B1 PPP1R13L DMPK PPP6R1 AKAP8 GPI SLC1A5 DMAC2 WDR83OS GSK3A SIPA1L3 RNF32 C1GALT1 GLCCI1 CORO2A KAZALD1 CPEB3 GTPBP4 TFAM UBTF C1QBP DRG2 MFSD10 UNC93B1 CCND1 GLI1 FOXM1 ACAD10 CCNC SNX3 MDFI TENT5A MRPS27 LNPEP RARS1 GNAI2 MPV17 ASB3 BCL9 MORN1 SRM ECE1 B4GALT2 MTFR1L SPCS2 PPP6C KDSR RCL1 ACAT2 EXOSC8 SOCS2 APAF1 RASL11A MTERF4 NAA60 WWP1 ATP5F1E SRSF6 ARFGEF2 TP53TG5 RRP36 SNRPC H2BC11 RREB1 EML2 MRPS26 ELK1 ATG14 CANX ELL3 NECTIN2 TULP4 ATXN10 TAF4 GATA5 LAMA5 ZC3H4 SESN2 PRR7 INPP5K LANCL2 VPS4A MTSS2 IMPA1 EDEM1 ERCC5 MRPL44 DDX56 DBNL NMT1 VEZF1 SKIL DAB2IP DCTN3 FRS3 NUMA1 FAM149B1 SLC35A5 SEC31A CASP6 LRIG3 BRCA2 RHOF NEIL1 MYLK3 OSGIN1 KSR1 RPTOR PRDM15 SH3GL1 ZNF473 SUSD4 NUP210L HAX1 SNAP47 CNIH4 TAMM41 CCNA2 SSBP2 MTFR2 POMZP3 MAP11 NOM1 LUC7L2 INTS4 LAMTOR1 LTO1 TBX6 TAOK2 EXT2 TMEM267 CWC27 CDYL PRKCA CNOT8 AIFM1 SLC35B2 PEX10 RER1 KRTCAP3 USF1 PAXBP1 PSMB4 WDR4 NDUFV3 FAM189B PAQR6 FGFR4 LRRC14 MRNIP ASB16 POLR3K SNRNP25 ADCY9 MEMO1 SMC6 COQ8A CDC42EP3 HELQ ABRAXAS1 PYGO2 LENEP ANKZF1 CLASP2 ZNF513 SLBP DNAJB14 PLXNB1 ABHD18 PGAM2 DNAAF5 VIRMA RPL36AL AMN IKBIP BAG5 GOLM2 NEMP1 CCNDBP1 POP5 IRGQ RPL13 DHRS13 KMT2D TTYH1 MFSD3 HSD11B1L KCTD5 MAP4K2 PAFAH1B2 BMI1 ACOX2 SNTB2 THBS3 ZRSR2 SIN3A INO80E NRG4 TMEM182 TRABD FPR1 ZNF692 BPTF CLP1 EFEMP2 DHCR7 MTX1 FKBP2 C16orf91 ZBTB4 RIN1 ASPHD1 UBE2C GRAMD2A ZNF77 SLC35E3 ORAI3 TPRN COX8A AC008969.1 SEC24C DEAF1 WDR73 PPFIA3 PAWR SLC25A22 GBA DMAP1 CTXN1 CYC1 TRNAU1AP RCC1 ZNF609 C11orf71 H2AC6 SMG1P3 CAPS2 SCRIB EHMT1 IBA57 TSEN54 C8orf33 CAPN12 MXRA7 SNORC TSPAN10 GTF2H2C TM2D3 H1-5 IRS3P SERINC4 SMYD3 NR2F2 ZNF696 PCYT2 LAMP1 BICD2 NAP1L1 NDUFA4 ZNF527 RRP7A FAM53B ATP2A1 CD55 C9orf163 NOL4L ENTPD6 FAM118B GPAA1 TOR4A DDRGK1 SPRED2 SMURF1 CDC42BPB FICD MFAP3L RNA5S12 LINC00449 IBA57-DT MSTO2P RING1 MICA UQCC3 SMG1P2 DENND6B AL359878.1 MIR200C MXD3 DDAH2 FBXO16 AC132008.2 SH3D21 ALOX12-AS1 AC141586.1 RNASEK PRKAR2A-AS1 ZNRF2P2 TEX22 SGMS1-AS1 SUCLA2-AS1 FAM174C LINC01715 PPP5D1 RB1-DT HCG25 ZRANB2-AS1 B3GALT4 ASMTL-AS1 NDUFA6-DT NR2F1-AS1 CDKN2AIPNL RNU7-27P BGLAP UPK3B LINC02453 PRR7-AS1 BAALC-AS1 HTT-AS AC023632.2 POLG2 AC092338.2 AC036103.1 AP000845.1 SUZ12P1 MIR4664 MIR4482 AC007773.1 ATF7-NPFF SNHG30 PTOV1-AS1 AL390955.2 AC107031.1 AL024498.1 AP003392.5 POM121C FAM193B-DT WDR5B-DT CDC37L1-DT MIR4727 LINC01730 RN7SKP175 H2AC8 GTSE1-DT H3C7 DHRS11 SEPSECS-AS1 ZNF84_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF84_TARGET_GENES DPM1 SCYL3 FUCA2 LASP1 SNX11 M6PR SARM1 UPF1 WDR54 ZNF195 AP2B1 RALA GGCT GTF2IRD1 VPS41 ELAC2 SCIN ADIPOR2 CDKL3 ST7L MPND RPS20 BAZ1B FUZ ZNF200 LRRC23 MBTD1 UTP18 TMEM159 MVP NUB1 XYLT2 GLT8D1 ATP2C1 RALBP1 AGPS NCDN MRE11 RTF2 ZNF839 ZDHHC6 HSF2 KPNA6 VIM AGPAT4 B4GALT7 VRK2 SNX1 SLC39A9 EIPR1 PNPLA6 ZCCHC8 ASTE1 DEPDC1B TUBG2 AGA LSG1 PARP3 TDP1 SPATA7 CAPG AP2S1 JADE2 CTNNA1 CNTLN WDR37 TPR GOPC RRM2B KITLG ERCC8 ARID1B HEXB LETMD1 RAD51 MPHOSPH9 TTC17 USE1 TRAPPC3 PHPT1 TBC1D22A USP36 MRPL43 SEC61A1 ATP2B4 RIOK2 YIPF1 NDC1 FLYWCH1 SNRNP40 DGAT2 CS MRPS24 ELMO2 VMP1 APPBP2 ISOC2 U2AF2 CASP8 INTS13 SPA17 CDON TNPO3 BORCS8-MEF2B RFXANK ABCA7 SBNO2 ANKS1A ZNF76 PKN2 DGKA ZC3H15 COL17A1 GSTO2 MTHFD2 TRMT11 IDI1 TNFRSF1A TP53BP1 RRP15 RHOA DHX8 PMS2P4 HYAL2 PLEKHH3 POLR1A TTC7A IP6K2 KIF2A IFT80 PPP2R5B MAST4 VPS35 PIGB MAPK6 RAB27A HDHD5 UFD1 LRP6 PHRF1 TMEM260 MNT ASNS CSNK2A2 BUD23 CYBRD1 ZFYVE26 SMC1A FBXW11 SMARCE1 FERMT2 MAP3K13 CLASP1 EED TSG101 DPP8 ENO1 SRI EIF4G3 FOSL2 MCM6 RBM7 RBMS2 BAZ2A MLH1 SPAG5 ANKRD13A ARHGEF1 SNRPA DYNC1I2 SIRT6 PIK3C3 TOLLIP FKBP7 MKNK1 CDC14A LIPE PAFAH1B3 RAB21 CNOT4 RSBN1 PCNP ARG2 MEF2C STK17B BZW1 CCNT2 FAM135A XPO1 PALB2 DIS3 PIBF1 RRAGB ZNF324 FAT1 HADHA MECOM SCAMP1 SLC25A24 MTIF2 TMED2 FTL UIMC1 TPX2 DYNLL1 ANAPC5 RPLP0 FUS FXYD3 MLF2 ZBTB25 MRPS33 DNAJB11 GOLGA3 MCOLN1 DLD CDV3 ORC6 PPP2R3C SLC7A8 RNF31 SUPT16H TOX4 TINF2 CLSPN CDC45 LRRFIP2 SEC22C AAAS CRAT NUBP2 EFHC1 HSP90AB1 JAK2 PCSK5 RAB18 MYO9B SETD1A MTAP TRMT2A PPM1F GGA1 CBY1 TOMM22 RHBDD3 RPL3 ZMAT5 SAMM50 ST13 PHF5A ACO2 DESI1 KHNYN SDR39U1 PRMT5 NIN CEP128 ERH SRSF5 CHD8 PRORP PSME2 PNN NFATC4 GINS1 IFT52 HNF4A PFDN4 DNAJC5 DIDO1 GID8 CDC25B NDUFAF5 CSNK2A1 HM13 SEC23B MROH8 IDH3B JAG1 TTI1 RPRD1B APMAP ZNF516 MYL12A PQBP1 PGK1 CENPI FGF9 MGRN1 TRADD PHKB LYRM1 CENPT ARL2BP VAC14 COG4 WDR59 CMC2 HCFC1R1 STUB1 UBE2I GSPT1 ZNF174 DNAJA3 MAZ CDIPT RNF40 AAGAB IQCH LACTB RAB11A TTC23 CEP152 DTWD1 GABPB1 BMF VPS18 ZDHHC2 TRIM35 ZFAND1 INTS9 EMC2 MTMR9 ASAH1 BNIP3L MAN2B1 ECH1 HNRNPL CLPTM1 PPP1R13L RNASEH2A TRMT1 TBC1D17 SGTA C19orf53 PPP6R1 ILVBL POP4 ANKRD27 PRKD2 TJP3 CACTIN CCDC9 ICAM5 TYK2 SYNGR4 DBP PPP2R1A TNPO2 GCDH COPE ETV2 TMEM147 SUGP1 SIPA1L3 AVL9 CFAP69 CDK6 BET1 HBP1 DUS4L MTPN ZC3HAV1 ADAP1 HOXA3 BRAT1 TSPAN12 SSBP1 HOXA13 HIBADH CPVL FKBP14 PLEKHA8 CASP2 PTCD1 EIF3B SNX8 NUDT1 TAF6 USP42 LSM5 RPA3 PHF14 CEP41 ANKMY2 TSPAN13 PSMA2 MRPL32 COA1 TMEM248 STAG3L4 RHEB EIF4H CORO2A SEC61B TLE4 CDC37L1 PLGRKT CREB3 ABHD17B DDX50 TWNK NPM3 EDRF1 BCCIP DKK1 SMC3 CUL2 RPL28 UBTF PSMD3 RGS9 KPNB1 INTS2 DRG2 SMARCD2 B9D1 DDX5 CYTH1 PEX12 KAT2A LUC7L3 PRKAR1A YWHAE DHRS7B TNFAIP1 IFT20 PHF12 OCIAD1 UBE2D3 GALNT7 FBXW7 NKX3-2 UFSP2 UGDH SIAE CCND1 ARHGEF17 RNF141 BIRC2 ACCS AMBRA1 MADD SLC22A18 SOX6 C11orf58 PITPNM1 RPS13 HPS5 GTF2H1 PPFIBP1 PRPF40B COQ5 IL23A GLI1 ITFG2 PRR4 VPS29 SH2B3 AKAP3 CDKN1B LTBR GTF2H3 EIF2B1 SPRING1 RFC5 COPZ1 NOP2 COX6A1 RIC8B FGFR1OP2 TDP2 FRK RWDD1 NEDD9 HINT3 FBXO5 MTRF1L SOD2 MRPL18 ACOT13 RPS12 C6orf62 CCND3 MRPL2 TMEM30A VEGFA PRSS16 BRD8 KIF20A HSPA9 MRPS27 APBB3 POLR3G GOLPH3 SUB1 LNPEP RAD50 IL5 CSNK1A1 STC2 CPEB4 EHHADH SMC4 TBCCD1 BCL6 AMOTL2 TFG FXR1 BBX IQCG SLC41A3 ATP6V1A NEK11 MRPL3 PLSCR4 HEMK1 GORASP1 RRP9 PLCH1 NKTR KANSL3 NCL ACTR3 SF3B6 MPV17 GTF3C2 IFIH1 RPS15 GCA AUP1 HTRA2 DOK1 MRPL19 GLS CCT4 EHBP1 COQ10B SF3B1 KDM3A HDLBP DCAF17 SRSF7 SOS1 ATF2 C2orf42 TIA1 CACYBP SCP2 RPL22 PARK7 S100PBP SCAMP3 ASH1L GON4L SWT1 SMG7 NCF2 ZBTB17 MAP7D1 MYCL ZNF684 RPF1 ZNHIT6 GALE ID3 P3H1 AKR1A1 PIK3R3 BLZF1 TMED5 DARS2 IRF6 SLC35A3 RPS6KA1 NSL1 ARID1A CENPF RPA2 PPP1R8 MTARC2 OSBPL9 KPTN FASTKD2 CFAP94 USP35 SGK1 MYL12B RPN2 UCHL3 LDAH CCND2 NDUFB3 UBE2B ABITRAM PTPA CNTRL RBM18 ALG2 KDSR DLST CRIPT MXI1 HELLS WDR11 GOT1 KANSL1 WDR55 CENPL GORAB MSANTD2 PROSER1 ETF1 FAM53C SERP1 TMPO SOCS2 UBIAD1 TARDBP COPS5 COIL SLC35B1 FAM117A BCL2L14 PSPC1 RGSL1 TRMT1L NAA50 TBC1D15 ZCCHC17 CXCR4 RPL21 KIAA1191 COPA ZC3H7A RPL5 ODF2L CCDC18 KLHL7 HERPUD2 MRM2 DDX54 RNF11 BHLHE41 WWP1 ZC3H13 OPTN ATF1 ATG101 KBTBD4 MORF4L2 METTL8 TTC21B CKS2 MOCS3 ZBP1 MPHOSPH10 ATP8A1 RRP36 SNRPC OARD1 GLO1 RIOK1 SLC35B3 SEPTIN6 NDUFA1 BMP4 SOX9 SLC25A35 MRPS7 GGA3 ARMC7 NUP85 SLC25A19 CHCHD5 POLR1B ALKBH7 RPL23 TRIP10 GPR108 VASP DTD1 RBCK1 STK35 MKKS SNRPB2 FAM110A GDF5 RALY EIF2S2 CEP250 TMEM53 CAPNS1 NR1D1 PRMT1 ASL ZNF384 UXT TIMM17B ATG14 ZBTB1 DYNC2I1 HIVEP3 RAP1B TMEM175 UBR4 METTL25 RNF6 AKAP9 POR MTERF1 DGCR8 ATF4 TST SPECC1 FOXP2 STRIP2 CALU KLHDC10 OSGEPL1 DUT ANAPC13 PALLD MPDU1 LRRC6 ILF3 AP1M2 NGDN BCL2L2 MIS18BP1 TTI2 DOHH MAU2 TOMM40 RPL36 COLGALT1 DDA1 PGLS STK33 GDF15 PGPEP1 ZNF557 SAMD10 OSBPL2 ADRM1 CHMP2A METTL26 DNMT1 C12orf65 CASZ1 UBA1 TXLNGY ULBP2 ZNF428 F12 HAUS8 NR1H2 MGAT1 DIAPH1 ZSCAN5A ZSWIM4 DCAF15 LRRC41 PTCD3 MRPL35 EEFSEC PNISR FIGNL1 ANKRD17 UTP3 WBP2 H3-3B ZRANB2 GPS2 NIP7 DAP3 DPH2 TOE1 MUTYH AP3B1 CASP9 PEMT CSNK1G2 WDR74 CCDC59 HSD17B4 ERG28 DGLUCY KATNBL1 CEPT1 NAV1 CCNH KCTD1 EMP1 PUM1 YARS1 ELP2 ERCC5 TPP2 ARHGAP32 TMED7 APC CEMIP2 TBX3 OASL RNFT2 PNPLA8 AKIRIN2 MAP3K7 NAT10 PAN2 HNRNPA1 CD164 CCDC142 USP15 USP37 GCC2 C2orf49 ITM2B BZW2 TBRG4 TEX2 KAT7 MARCHF7 TANK SKIL CCDC115 SAP130 BIN1 IMP4 DNAJC1 LRRC8A RPL35 TLN1 FOXP4 KLC4 TFAP2A UQCC2 TCF19 TAF8 NUMA1 RAB30 NARS2 YAP1 CTDSPL2 SLTM TMEM62 ZNF280D GCHFR TTLL7 KYAT3 GTF2B HADHB PPM1B LRPPRC TACC2 ASCC1 ZNF365 ASNSD1 MDH1B IDH1 FAM117B USP8 SECISBP2L ZGRF1 COPS4 HNRNPD SEC31A GPAT3 SHROOM3 CENPE GSTCD INTS12 YARS2 ETFBKMT C1RL NDUFA9 KLRG1 PEX5 LLPH PHLDA1 DUSP6 POC1B AMDHD1 RITA1 NUP58 TARBP2 NABP2 ESD CBLN3 FRMD6 NAA30 WDR89 SLC12A6 TCF12 ZSCAN29 NCOA2 NEIL1 PIF1 LINS1 ULK3 POLG FANCI ABHD2 WDR93 MCTP2 FURIN IQGAP1 SLC5A2 PARN UQCRC2 DHX38 TXNL4B OSGIN1 ZSCAN32 PDPK1 GFOD2 TOB1 CLTC BCAS3 SS18 SLC39A6 C18orf21 OSBPL1A WRAP53 TP53 CARD14 FEM1A DPP9 CCDC97 SIRT3 ERVK3-1 PEX14 PGD CNKSR1 KIAA0319L ITGB3BP SERBP1 MTF2 PSMA5 NME7 NUF2 RGS5 PRCC HDGF TOR1AIP1 ZNF687 TARS2 SETDB1 ADAM15 UBAP2L C1orf43 TTC13 PDIA6 RPS27A MEIS1 RALB PKP4 CDCA7 GULP1 TAMM41 RAB5A CTDSP1 CNOT9 STK11IP DYNC1LI1 OSBPL10 ACKR2 RPL32 RABL3 ATG3 EIF2A LPP TCTA NICN1 MANF EAF2 KLHL8 TBCK CBR4 SSBP2 PPIP5K2 ATG12 ARHGAP26 G3BP1 TRIM41 RNF44 PPP1R18 TPBG MTFR2 WTAP ARMT1 GNA12 MDH2 SLC12A9 LUC7L2 CCNB3 ZNF182 DIAPH2 HMBOX1 BIN3 NSD3 RPL7 TATDN1 SLC39A4 MRRF NR6A1 POLE3 SURF6 GTF3C5 POLR3A PPRC1 ITPRIP ADM LIN7C TUT1 SYT8 HSD17B12 EIF3M NPAT ATM MTA2 TMEM138 CCDC15 CHEK1 TRPT1 NUDT22 ALDOA HIRIP3 TMEM219 HMGA2 ITGB1 SAP18 MIA2 DLAT PTS UBC NOCT DCP1B UEVLD UBE3B RAD9B FER CDC123 SCLT1 C4orf33 VTI1A QTRT2 KIN PIGF CENPU AMN1 CENPJ TIAL1 GEMIN6 EPG5 SH2D6 DCLRE1C NADK2 UTRN GGPS1 SREK1IP1 CWC27 ANAPC1 CETN3 RANBP2 CCDC148 CYRIB TRAPPC8 INO80C RMND5A CHD1 MSI2 PPP2R5E TBCEL MIA3 C21orf91 L3MBTL4 CCDC174 FBXL18 OTUD6B CDK19 PI4K2A ZFYVE27 HSPA13 RHOC SLC16A1 SETD9 C9orf85 PDIA4 SLC26A2 RRAGA RMND1 RAET1L ADK DRAM2 SFR1 SH3RF2 MTERF3 PTDSS1 ZFAND3 NPTN EIF4A2 RPUSD3 ODR4 SLC38A10 UBN2 AP3S2 UBXN11 PTPDC1 CNNM4 DZIP1L MRAS WASF2 H4C8 MITD1 RIBC1 AHCYL2 GDPD5 TMED4 TAGLN2 USF1 ZNF276 NDUFS2 PAXBP1 GART SON UBE2Z ALDH4A1 CALM3 WDR4 NDUFV3 PKNOX1 G6PD AGPAT3 BRSK1 SIK3 TLCD1 ZBTB7B SHC1 ADAR CRTC2 FDPS NACC1 CPSF4 LRRC14 SQSTM1 ABCF3 U2AF1L4 ACOX1 TMEM143 RNASEK-C17orf49 SPSB3 CYB561A3 UBXN1 TTC9C TAF6L SLC25A45 RPL29 SYVN1 LZIC CAMK2N1 DNAJB4 EXTL2 NCSTN BPNT1 BROX B3GALNT2 PUS10 MEMO1 DPY30 CLHC1 DUSP19 NUP35 VSNL1 CFAP221 SGPP2 PACRGL VPS72 DHX57 CGGBP1 PMVK PBXIP1 YY1AP1 AZI2 SGO2 SUCLG1 PRKCI EFHB RPL22L1 PPM1L SNHG16 CCDC191 SLMAP RPP14 RBM47 APBB2 MTMR14 TTC14 KIAA1143 KIF15 WDR43 TPRA1 TMEM41A GNL3 PBRM1 AIMP1 H2AZ1 CCDC51 SHISA5 POC1A PITX2 TMEM184C NDUFAF2 CCDC112 CAGE1 TENT2 TLR3 GDF9 UQCRQ CITED2 STXBP5 TRA2A ZNF12 CDCA7L BRI3 OXR1 GPR146 TMEM184A ALDH7A1 DCAF13 VIRMA PSIP1 METTL2B FXN HGSNAT HNRNPK NOL6 PIGO HECTD2 FBXO33 PGM2L1 SKA3 RPUSD4 TTC8 TMEM63C NUDT5 ATP5F1C VDAC2 COMTD1 GHITM PMPCA ENTR1 ZNF219 CASP7 FRAT1 PSMC3 TC2N CPSF2 CCDC38 HACD1 ARL5B TAF1D TCP11L2 TRMT61A BTRC FRS2 C16orf71 FAM227B DENND2B CENPN AKIP1 TMEM41B MAPK7 IQCD HSP90B1 PPIB CIAO2A PEX11A DCTN5 STAT6 STX3 MARS1 CNPY4 PRR15L POP5 ATP5MG ZNF226 ZNF668 KLHL26 LENG8 DNAAF3 NXN HSD11B1L C19orf48 CD320 TMEM68 GHDC MLST8 SRRM2 SLC3A2 ATG16L2 ULK4 ANKS3 FAM83B RNF187 RBPJ COA6 MMADHC MPLKIP MLKL RFWD3 CDKN2AIP TMUB2 STAT3 AHCYL1 TET2 STX18 GFM1 SOX14 C2orf68 MAT2A PPIC CEP120 FEM1B HNRNPH1 AFAP1L2 CD2BP2 PRELID1 EFNA1 SLC33A1 ARL13B RASSF6 METTL15 NFU1 C15orf40 SPNS1 CNBP MT1E UGP2 HNRNPF TM4SF1 NLGN2 NANP PWWP2A ZNF212 GABARAP UBB PRDM10 GPRC5C NFXL1 SPATA24 PYM1 ARL6IP1 ATF7 PPM1D TRIAP1 PKIA C11orf24 KYAT1 MFN1 TADA3 SOCS5 MORN4 TMEM37 FAM98B CANT1 KRT15 SPACA5 RSL1D1 ENC1 ATF7IP NINJ2 MLLT3 RPS7 FRMD5 DRC3 QARS1 CYCS ISG20 GNB2 CFAP53 MCRIP2 ARNT2 AFF1 SMPDL3A RAD9A MUS81 DCP2 RARG DMXL1 NBEA RNASEH2C OXSR1 KAT5 KDM2A COMMD1 CKS1B AHSA2P IQCB1 GOLGB1 MAP3K11 SFT2D3 ARV1 MICOS10 PPP1R14B ZNRD2 FKBP2 ZNF622 CHD2 NMNAT1 UQCRH PSMD1 EIF1 ENDOV PLK3 GOLIM4 SWSAP1 RBM4 FBXO45 LEMD3 RGMB PRPF8 DDX23 STAG3L3 RPL4 SNAPC5 DENND4A MFSD4A MSL2 ANGEL2 ZNF266 LARP7 RPL15 SRP72 RIN1 FZD4 PDE12 RSRC1 CATSPERD MICOS13 DHX36 ATR SNHG29 BANF1 TMEM9B EIF1AD MRPL48 SUGCT TOM1L2 TOMM5 ZDHHC21 PLEKHF2 TPRN SLC35A4 UFSP1 RNPEP DNAJC30 SGF29 PLAAT3 USF3 RMDN1 RBIS FAM91A1 EFCAB5 WDR73 IRAG1-AS1 TIMM22 TGIF1 MIEF2 PNPLA2 DNAJC28 NECTIN3 ANXA2R TMEM94 AP3S1 BET1L NDUFAF3 C2orf69 STAP2 WDR6 EPM2AIP1 CTNNBIP1 GAPDHP29 APOLD1 GAK RMI1 SELENOW EXD1 C3orf38 PER1 TMTC2 ALOXE3 CDC42EP4 PIPOX PCBP1-AS1 PDXDC1 C14orf119 DCTPP1 ZNF48 RCC1 MYLPF TIGD2 ZNF609 MCFD2 C11orf71 MIGA1 ZNF572 RPH3AL HIGD1A RAP2B MRPS23 COPG1 LINC00471 SLC35C1 GINS3 MRPS11 RTKN2 TMEM259 TSEN54 CYB5D1 PRR34 FBXL6 PLCXD1 EXOC7 TRAK1 NGRN C16orf72 RPL35A CEP63 EWSR1 CNOT10 PYCR1 NAA38 ARHGEF37 DAZAP2 KIAA2026 ASB7 PRR14L NDUFB1 TBK1 TBL3 TTC32 SMTN PTP4A2 ACTG1 UQCR10 NR2C2AP PPP1R2 PKP3 FOXO4 TMED9 IMMP2L FAM227A USP18 CA13 NELFA RPS27L ADSS1 H2BC13 LINC00482 RAB11B ZBTB37 CCDC137 ARL15 GAS2L1 MRPL30 FAM174B SP1 P4HB PSMD13 PBX1 SHC4 ZFP36L1 ZBTB3 YTHDF3 TRIM69 SETD4 PTCH1 MATN1-AS1 AIDA CDIN1 GSAP CYP2R1 CENATAC BCL9L NUDT17 ZNF501 RPS23 MIR22HG LYRM7 TPCN1 TRABD2A RPS19BP1 RSBN1L EPOR CHP1 SPRY4 SECISBP2 MCRS1 AC091057.1 MORN2 DCUN1D3 COMMD6 ZNF383 CENPP UROS RBM34 BCL2L15 NHLRC3 RNFT1 SF3B3 ZAR1L ZNF33A MAOA LIN54 KAZN CCDC189 WDSUB1 TMEM63A XPNPEP3 IARS1 WDR5 LONP1 TRRAP XRCC6 PIK3R4 IPO4 NCOR2 PRPF40A GDAP2 NACA MAN2A2 HDAC2 ZNF846 ZNF502 ERI2 H2AC13 SNHG17 NHLRC2 ZNF398 ZSCAN26 PCBP2 PCNX3 ABCB8 NOL4L RAD54B TRIM33 ZNF860 IPP MAP3K5 ZNF695 SIPA1L1 TTC30A HHLA3 CDC42SE1 C14orf178 PSAP TAF13 FAM118B ZNF181 ZNF44 NKIRAS1 MEIG1 DNM3 NOL8 ZNF770 HSD17B11 SULT1C2 QRICH1 OGA TXNRD1 ARMH1 LRBA TAFA2 FAN1 CTR9 RPL10A OPA1 DCAF12 CIPC CAPZA2 PRC1 BHLHB9 SREBF2 C1orf174 DCLRE1A MFAP3L KIFBP PJA2 SNORD104 RNVU1-22 SNORD118 RNU6-8 RNU4-2 COX20 CENPW FAM229B SAMD13 EFCAB7 RUFY2 RXRB BRD2 NBDY PRRT1 NEU1 CSHL1 MPIG6B CSNK2B GPANK1 BAG6 CCHCR1 PRR3 GNL1 TRIM31 AKT1S1 FAM201A C12orf73 C4orf47 PSENEN PDE7A SNX2 TECPR1 TMEM256 HMGN1 ETFRF1 C1RL-AS1 C21orf62-AS1 DNAJC19 HACD2 ZCWPW2 RNU6-2 MIR191 TSN MIR762 TAS2R14 RNA5SP18 TRIM59 COG8 RBMXL1 HEXA NDUFS3 ZNF337-AS1 LIPE-AS1 MDP1 SMIM7 ALG3 XPOTP1 TTC41P FIS1 APTR BBIP1 CDIPTOSP HNRNPUL2 ALOX12-AS1 DHRS4-AS1 DDX3X LINC00598 TMEM167B CROCCP2 MIR933 H4C10P RNASEK UMAD1 FAM228B C6orf226 FANCG PPT2 RN7SKP114 RNA5SP21 LAPTM4A-DT CD99P1 LINC01342 EDRF1-DT CCNT2-AS1 SLC25A5-AS1 TANK-AS1 MRPL20-AS1 POT1-AS1 TMEM30A-DT ERCC6 PIGBOS1 KCNIP2-AS1 BAZ2B LENG8-AS1 THORLNC WDR11-AS1 LINC02832 CSE1L-AS1 LINC01132 HDAC2-AS2 WEE2-AS1 VIM-AS1 ITGB1-DT ZRANB2-AS2 TOB1-AS1 EXOSC10-AS1 TPI1P2 EMC1-AS1 KLHL7-DT ENO1-AS1 MORF4L2-AS1 KLF3-AS1 GORAB-AS1 LINC00574 LINC00899 PRH1 IDH1-AS1 LINC01063 GRHL3-AS1 SMIM26 SMG7-AS1 LINC00167 AC016876.1 STXBP5-AS1 EFCAB15P LINC01136 UFL1-AS1 TPRG1-AS1 LIX1L-AS1 AC092171.3 FAM133B GAS5 FOXP4-AS1 HNRNPUL2-BSCL2 COX20P2 LINC00941 CPB2-AS1 ZNF815P LINC02889 TMEM147-AS1 PRKG1-AS1 SETD4-AS1 LINC01852 GS1-124K5.4 DGUOK-AS1 LINC00649 AL354863.1 SNORD13 MYLK-AS1 NME1 WBP1 SUGT1P3 LINC00888 TM4SF1-AS1 RDH14 GPR199P ARPC4 LINC00893 PRR34-AS1 LINC02618 SNHG3 NECTIN3-AS1 BMS1P4-AGAP5 STAG3L5P BMS1P4 MRPL20 SOX2-OT ARHGEF26-AS1 MICAL3 TMEM35B HOTTIP SIAH2-AS1 LINC02086 GABPB1-AS1 AC008393.1 AP000866.1 ZNF585B AC009292.1 DRAIC RAB30-DT UBR5-AS1 FZD4-DT UBE2D3-AS1 SOCS2-AS1 GPRC5D-AS1 STX18-AS1 NRAV MEF2C-AS1 ABHD14A OXCT1-AS1 LINC01948 PVT1 HOXC-AS2 ARPC4-TTLL3 ATP6V1E2 GLUD1P3 PRKG2-AS1 TMED7-TICAM2 RPL32P3 SNORD27 HOXA10 HOXA-AS2 OSGEPL1-AS1 AC023632.2 OTUD6B-AS1 MTND4LP26 CHMP4A TMEM9B-AS1 LGR4-AS1 BORCS8 DPP3 BRK1 CENATAC-DT HTD2 AP002748.4 AC093510.1 PXN-AS1 DENND5B-AS1 PPP1R14B-AS1 LSM14A AL132780.1 FNTB CNPY2 ITFG2-AS1 RTEL1 PPT2-EGFL8 BCL2L2-PABPN1 LINC02321 CEP95 AL132639.2 AC011921.1 GH1 AC023355.1 MRPL46 AC051619.4 AC025043.1 HOXB7 CD2BP2-DT ZNRD2-AS1 HEXA-AS1 AC096734.2 AC069224.1 STAM-AS1 CCPG1 ZNF865 AC124068.2 CORO7 TMEM256-PLSCR3 AC133552.2 RNF213-AS1 AC007216.4 IKBKE SNORD43 AC025682.1 NBPF11 MIR4783 MIR3189 RNU4ATAC RBM8A TXNIP MRPS21 MYO15B MIR4757 ASB16-AS1 ILF3-DT ZNF8-ERVK3-1 MAP3K14-AS1 ATF7-NPFF RNFT1-DT AC006116.7 EML2-AS1 LIN37 NBPF12 NAPA-AS1 FENDRR ZSCAN16-AS1 MAGIX IKBKG RAB11B-AS1 AC010618.3 SLC25A53 FMC1-LUC7L2 MICOS10-NBL1 TERC TAF15 AC026979.2 AC013400.1 AC100812.1 PPP4R3B-DT HNRNPD-DT STAG3L5P-PVRIG2P-PILRB WDR5B-DT C2orf49-DT PPM1B-DT WDR5-DT ZNHIT3 CYFIP1 MIR6853 PPP4R3B H4C13 LINC02340 DUSP14 H4C5 MIR6089 H4C4 SNORA50C ZNF8 LINC01232 MPP7-DT BRCA2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BRCA2_TARGET_GENES DPM1 GCLC CYP51A1 MAD1L1 AK2 DVL2 ZNF263 MAP3K9 IFRD1 CDKL3 KIAA0100 SYN1 CELSR3 MPND CRY1 MED24 STARD3NL CD9 FUZ AKAP8L MBTD1 UTP18 SYT7 QPCTL PGM3 RWDD2A RNF14 DDX11 UFL1 CXorf56 PHLDB1 MRE11 UBR2 EHD2 NR1H3 PNPLA6 ALG1 EDC4 LSG1 TNC SPATA7 PHKA2 WDR37 ATP6V1H PPP1R3F PTCD2 PIK3CB USE1 ARID4B MRPL43 PRDM1 POLR3E ACAA1 TNK2 DGAT2 MRPS24 POLD1 EPN1 CASP8 INTS13 CDON SLC12A2 PMS1 GSTO2 CDK13 ELAVL1 NGEF ASPM ELOVL1 IDI1 PKM HYAL2 TFE3 GRIPAP1 POLR1A TTC7A SIRT2 MAST4 ADGRF5 KCNAB2 UFD1 PHRF1 TMEM260 FSTL3 MNT POLB SLC6A15 SMC1A NDE1 SCARB1 PICALM CLASP1 EED TSG101 TUBE1 SRI EIF4G3 TIMM21 FOSL2 REXO2 BAZ2A SPAG5 ANKRD13A MBNL3 NFKB2 CAPN6 EXOSC5 LRCH4 UBE2A SDF4 TP73 CIC LIPE PAFAH1B3 SESN1 JMJD4 BZW1 CCNT2 TUT7 SLC27A5 TXLNA AGBL5 HADHA AK6 EPS15 DNAJA1 UIMC1 GNAS TPX2 ANKRD10 TMEM40 C20orf194 TMEM230 FUS LTBP4 NDUFB2 DNAJB11 GOLGA3 CDV3 SLC7A8 TOX4 SEMA6A MYL6 GPATCH2 CDC45 SUCO BTAF1 BLNK SRPK1 HNRNPH3 IFT74 CDC7 ABLIM1 WASHC2A MYO9B PSMD8 CIRBP MTAP KLHL22 SNAP29 BCL2L13 LGALS1 MICALL1 CBY1 POLDIP3 RHBDD3 PACSIN2 MYH9 SAMM50 PMM1 RBM23 TIMM9 KIAA0586 SPTLC2 LGMN C14orf93 ACIN1 SRP54 CHD8 DCAF11 PSMA6 PNN IFT52 ADNP PFDN4 DNAJC5 PSMA7 ARFRP1 CSNK2A1 MROH8 NOP56 RPRD1B APMAP MYL12A CEP192 ANKRD12 MIB1 NKAP ALG13 PQBP1 CDK16 MGRN1 LYRM1 TSNAXIP1 N4BP1 ACD PARD6A ZNF821 PSMD7 CMC2 HAGHL STUB1 EEF2K GSPT1 HMOX2 CDIPT AAGAB IQCH TRIP4 TMEM87A BLOC1S6 SGK3 CSPP1 ZDHHC2 BRF2 CHRAC1 EEF1D INTS10 R3HCC1 TNFRSF10A MCM4 ASAH1 HNRNPL SNRNP70 PPP1R13L DOT1L TBC1D17 PTOV1 PPP6R1 C19orf44 MED26 GPI AKT2 NUMBL TJP3 CCDC9 FZR1 FAM83E RAB3A ELL ETV2 LSR FKBP8 PON2 DUS4L CBLL1 MTPN BRAT1 TAX1BP1 PLEKHA8 CHCHD2 EIF3B SNX8 WASL FBXO24 RPA3 GLCCI1 ANKMY2 GLI3 PRKAG2 DNM1 AK1 KDM4C ELAVL2 ATRNL1 UNC5B TWNK CPEB3 BCCIP STN1 DKK1 SMC3 CUL2 RPL19 RGS9 MTMR4 PIGL ENO3 DRG2 SMARCD2 DDX5 CYTH1 PHF12 MANBA UBE2D3 CPE FBXW7 UFSP2 HSPA8 SIAE OSBP CCND1 ARHGEF17 MDK MADD SLC35F2 PPFIBP1 MLEC IL23A MAGOHB ITFG2 SCNN1A VDR NT5DC3 FGFR1OP2 HINT3 SOD2 WASF1 C6orf62 PHF1 TFEB CCND3 CUL9 CEP72 GHR MRPS27 HMGCR CNOT6 LNPEP PRLR C5orf15 TRIM23 TRAPPC13 CSNK1A1 ATP6V0E1 BNIP1 CPEB4 TBCCD1 BCL6 AMOTL2 FAM162A OGG1 SLC41A3 EIF1B SSR3 KANSL3 PIKFYVE SF3B6 TP53I3 GTF3C2 REEP6 PCSK4 IFIH1 GCA PCGF1 RTN4 CCDC88A COQ10B MOB4 HDLBP PLEKHB2 BCL9 FAM20B RPL22 PARK7 HDAC1 SCAMP3 ASH1L KIAA2013 MAP7D1 TSNAX ECE1 HMGCL GALE AKR1A1 PIK3R3 TSPAN1 F3 ARID1A ESYT2 POLR1G IFT46 DDX59 CREB1 SGK1 MYL12B RPN2 EEF2KMT UCHL3 CCND2 GTF3C3 UBE2B TJP2 ITGB1BP1 CPSF3 RAB14 KDSR C19orf25 DLST COQ6 ZNF410 HELLS ARMH3 KANSL1 RCL1 NUDCD1 TAF12 ELF1 FAM53C SERP1 PLS1 TARDBP COPS5 AKAP1 CSTA FABP3 ZNF639 CSMD2 FYTTD1 RBBP6 NT5C3A CYREN CALD1 SLC25A16 DDX54 CDKN2C ACOT9 GIPC1 TSFM ATG101 COQ8B DAW1 CHPF ATP5F1E CHD6 MOCS3 STX16 ATP8A1 ZNF45 RIOK1 AHNAK EMC3 TM9SF2 SEPTIN6 POLR1B GPR108 SNRPD2 STK35 FAM110A CITED1 GDF5 NECAB3 RALY CEP250 BCL2L12 IRF3 PRMT1 STAT5A EMG1 TIMM17B PCNX4 KTN1 DLGAP5 ZBTB1 ATP13A4 WDR24 POR PAICS PPAT DOCK4 PRKRIP1 STRIP2 EIF2AK4 DUT CLN6 ANAPC13 TXNDC17 TTI2 SGO1 DOHH THEM6 RSPH3 FCHO1 GDF15 ADRM1 CHMP2A LRRC47 MED18 DNMT1 PLXNA3 CASZ1 UBA1 SYNE1 GINS2 HAUS8 GFPT2 DIAPH1 THOC6 WDR44 RARA LRRC41 PTCD3 PER2 PTPRE PNISR ANKRD17 GPS2 DAP3 DCAF8 SCO1 CCNA1 SPART STARD13 FAM104A EPHB2 ELP3 MRPS36 MEIS2 YWHAQ IL6ST ACP2 ELP2 UBAC2 ERCC5 TBX3 SRPK2 MTO1 SYNCRIP DNAJC14 FAIM2 PAN2 KRT7 ZC3H10 CD164 AHI1 USP15 MDM2 MPHOSPH6 COG2 USP37 TMBIM1 TSGA10 DRAM1 SLC41A2 VILL RNASEH2B SUCLA2 PHF11 SETDB2 BZW2 TACO1 NDUFB5 VPS45 RPS6KC1 RPL35 ARPC5L ENPP2 APTX HINT2 RPS6 FLOT1 NRM MTCH1 TAF8 FCHSD2 NUMA1 PRCP TRIM29 C11orf1 NDUFAF1 RPLP1 BCAR3 TTLL7 CLCA2 DBT HADHB SLC5A6 ATRAID LRPPRC CEP55 RPS24 SMARCAL1 SSB NAB1 IDH1 WDR12 COPS4 SEPTIN11 CENPE GABARAPL1 NDUFA9 TMEM19 RITA1 MYG1 ESYT1 RHOF FRMD6 TCF12 NCOA2 TPM1 PIF1 USP3 BBS4 POLG FANCI MCTP2 UQCRC2 MEAK7 RANBP10 TOM1L1 C17orf80 SS18 GNAL SLC39A6 ARRB2 WRAP53 FBXO15 GRB7 DPP9 SOD1 CAPN10 CTU1 RERE PADI1 SH3BGRL3 SYTL1 NBPF3 PPOX NUF2 RGS5 TOR1AIP1 TUFT1 TARS2 MCL1 RFX5 PIP5K1A ANP32E POGZ GABPB2 EIF2D CREB3L4 RIT1 SNAP47 EPHX1 MEIS1 TPRKB LIPT1 CNOT9 SLC25A26 UBA3 PHLDB2 EIF2A RUBCN PIK3R1 TSLP ATG12 PCYOX1L ZNF300 RMND5B FARS2 TPBG PHIP WTAP CCZ1B CCNB3 ZNF41 TACC1 MTDH EBAG9 SIGMAR1 NR6A1 CIZ1 LRSAM1 HERC4 BTBD10 SSRP1 CCDC82 NPAT ATM AASDHPPT HYOU1 SIDT2 TM7SF2 TMEM219 LATS2 MIA2 FSIP1 CCT5 ATPSCKMT NOCT TMEM263 MAT1A TWF1 FER VPS26B NCAPD3 CENPU CENPJ EPG5 CWF19L2 MBNL1 SAR1B GPR180 GGPS1 RAD17 SREK1IP1 CWC27 INO80C NMRAL1 RMND5A SREK1 NUS1 ROBO4 PRKCA MIA3 C21orf91 FLCN DPH3 OXNAD1 ATP6V1C1 GRAMD2B VBP1 FAM161B MTERF3 PTDSS1 EEF1A1 ZDHHC5 MED19 ZFAND3 VPS8 SMG1 FCHO2 PAXIP1 HTR5A MMP14 DDX19B RAB28 DZIP1L WASF2 TENT5B CUL4B MITD1 RIBC1 GPAT4 DUSP23 NBL1 USF1 SPATA2L CCAR2 CFAP298 ARHGAP27 ALDH4A1 CALM3 WDR4 NDUFV3 PKNOX1 CSTB ZNF761 PCSK7 ANO10 RUSC1 GBAP1 PMF1 IER2 LRRC14 SAP30BP PLCD3 LARP4 RAVER1 RNASEK-C17orf49 EIF4A1 SHANK2 NEU3 GNG3 TTC9C SLC25A45 SYVN1 MAGOH PEF1 ARPC5 SPATA17 ACP6 MEMO1 SLC66A3 CFAP36 CFAP221 MSX1 VPS72 PMVK PYGO2 INAVA YY1AP1 CIP2A SGO2 PRKCI IFI16 PPM1L COX18 MTMR14 ZNF513 TPRA1 POLR2H IFT122 SLBP PLXNB1 POC1A ADGRV1 PGGT1B GRPEL2 CAGE1 TENT2 TLR3 SHROOM1 GDF9 UQCRQ CREBRF GALNT10 CDCA7L HEY1 CTSB OXR1 FAM86FP CDK5 FASTK PDP1 MYORG PSIP1 CCDC171 HGSNAT AQP7 FBXO33 ZCCHC24 REEP3 DDIAS COMTD1 TSC1 ZNF219 FRAT1 CPSF2 R3HCC1L TCP11L2 NDUFB8 NOLC1 BORCS7 DENND2B CENPN NDST2 MCM7 ZNF3 SLFN5 MARF1 PPIB PCLAF TMEM170A SCG5 DIS3L ISLR2 RNF214 ATP5MG PRRT2 RPL13 CACNB3 RAB4B NFKBID ZNF146 DNAAF3 NXN OTUB1 PRDX2 ATP5PD RAB26 MLST8 VPS37C BSCL2 SLC3A2 ATG16L2 ULK4 SAC3D1 CCDC88B RBPJ H1-4 ACOX2 ARF4 SEPTIN2 CDC40 ATXN2L ZNF30 LRATD2 MAT2A JMJD7-PLA2G4B E2F6 DTWD2 PCDH7 ROBO1 SYAP1 NLGN2 ZNF282 UBB PRDM10 FOS KRT86 NFXL1 SPATA24 NUDT9 PA2G4 SMAGP STAT2 ATF7 TSEN34 PKIA XKR6 C8orf74 FAM86JP MFN1 PRKCE TADA3 SOCS5 C9orf16 CHST11 RSL1D1 PTGER4 RAB4B-EGLN2 ZNF584 CXXC5 ZNF274 PLEKHG5 FBXL14 ADRA1D FRMD5 TVP23B JMJD1C EIF2AK3 SLFN12 MTBP MRPL13 ISG20 C5orf34 GNB2 MCRIP2 AFF1 PPP1CA CHCHD1 FUT10 RPL38 RARG CES2 SP3 DMXL1 RNASEH2C HECTD4 MFSD4B ZNF449 MICOS10 UQCRH JUP HAP1 EIF1 ENDOV MARCHF10 XXYLT1 STAG3L3 AKIRIN1 SNHG29 PDIK1L FAM182B CATSPER1 TMEM9B CCDC14 DRAP1 C11orf68 FOSL1 LINC00476 B3GALT6 ATAD5 MIR7-3HG TYMS PNMA1 TYMSOS WDR73 PPFIA3 C18orf32 JUN DNAJC28 CD151 POLR2L NECTIN3 SOX12 TENM3-AS1 CHID1 ZNF518A AP3S1 ARL6IP6 RPS27 DMAP1 STAP2 BOLA1 PDE4DIP MAF CTNNBIP1 SELENOW TCAIM RAD23A KLHL28 PIPOX TIGD5 PDXDC1 ZNF609 EMC3-AS1 MCFD2 CAPS2 KCTD2 POLR2A FRAT2 RAP2B IBA57 ZNF101 MRPS11 RTKN2 IST1 ERCC6L2 KBTBD3 CLN8 TRAK1 TSPAN10 RPS17 TMEM198B C16orf72 CEP63 EWSR1 CNOT10 ARHGEF37 CEP57L1 JRKL TDGF1P2 NDUFB1 UPP1 TBK1 ZNF703 TOB2 KMT5A NPB PTP4A2 FAM120C GPR173 SNRNP35 H2AC20 H2AC21 SS18L1 THAP7 LPAR5 SEPTIN9 H2BC21 EIF4ENIF1 FAM227A NDUFA6 CA13 MAPK11 MRPL30 TLCD2 WASH3P SHC4 MORN5 TRIM69 ATP6V0C KRT5 WWOX ZNF75D KTN1-AS1 ARAP1 PDE2A ZFP91 SPIN2B VSIG10L RTN4RL2 NANOS3 ZNF286A TMEM203 TCEA1 SECISBP2 AC091057.1 MORN2 DCUN1D3 COMMD6 ZNF383 CENPP CFAP77 NDOR1 UROS CYP51A1-AS1 ZDHHC9 TMEM198 LINC00910 RNFT1 ZNF33A ZNF600 BTBD8 MAOA LIN54 SLC35E2B HMGB1 MYT1 S100A4 PPIA ZNF565 WDR5 ZNF774 ESRRG PRPF40A MAN2A2 HDAC2 ZNF846 TCF4 TTC30B ERI2 ZNF33B PDXDC2P-NPIPB14P NF1 WDR5B ZNF470 ARRDC1 PCBP2 SLC22A4 H4C11 BLM HMGA2-AS1 MIB2 CDC42SE1 S100A10 INKA2 MEIG1 ZNF311 RPL12 NOL8 QRICH1 RPL23A GET3 SPRED2 OGA NUDT16 COPS8 TAFA2 TOGARAM1 ALPK2 OPA1 ZNF277 RUSC2 TYW1 SHISA4 RPL39 DZIP3 KIAA0753 PJA2 RNU5E-1 RNU5A-1 SNORD104 RNVU1-22 RNU5D-1 SNORD118 RNVU1-34 RNVU1-24 RNU5E-4P RNVU1-21 RNU4-2 LINC00449 SCUBE1-AS1 COX20 IBA57-DT MSTO2P FAM229B ADD3-AS1 SYS1 DAXX HSD17B8 NBDY PRRT1 ZBTB12 HSPA1A VWA7 ABHD16A PRRC2A MICB PRR3 GNL1 DISP3 RACK1 AKT1S1 MRPL53 C4orf47 TRIQK ADGRG1 CCDC85C TMEM256 ITSN1 ITPRIPL2 CRYZL1 PLPP6 RNPS1 HACD2 THUMPD3-AS1 RNVU1-30 SELENOH RNA5SP354 SUPT4H1 FIRRE TTLL13P C8orf82 TREX1 DDAH2 ZNF845 LIPE-AS1 MDP1 GALT GANC TSPAN4 CPNE1 LYRM4 ST7-OT4 BBIP1 CDIPTOSP PHB2 ALOX12-AS1 SLC35E2A TUBB4BP7 TENM3 RAET1K RNASEK NBPF1 FAM228B C6orf226 AP4M1 PPT2 FAM185A EXOSC6 EPB41L4A-AS1 PCDH9-AS3 NRSN2-AS1 SLC26A6 KCNIP2-AS1 PAPPA-AS2 ZNF451-AS1 MEIS1-AS3 INKA2-AS1 SUCLA2-AS1 UQCRBP2 LINC01004 HDAC2-AS2 MRPL45P2 MAST4-AS1 LINC01315 TAX1BP1-AS1 TFAP2A-AS1 THAP7-AS1 LINC00271 SGO1-AS1 AGBL5-AS1 LUARIS TMEM253 LINC00167 LINC01719 UFL1-AS1 RPS28 CTC-338M12.4 EIF2AK3-DT FAM133B LINC01135 SMARCAL1-AS1 FAM21EP PEF1-AS1 B3GALT4 LINC00941 ZNF815P ZBTB22 FAM157A PRKG1-AS1 LINC01852 NDUFA6-DT PRMT5-AS1 LINC01358 TMEM250 SNORD42B SNORD13 MYLK-AS1 PSMB9 TCAM1P TM4SF1-AS1 TPM3P9 LINC02614 LINC02029 ARPC4 FABP5P3 PISD PI4KA NECTIN3-AS1 LINC00882 LINC00870 MICAL3 CFB DUBR RPLP0P2 JMJD7 FAM86DP RBM12 LINC02453 DDX11-AS1 DRAIC LINC01184 AC100861.1 MIR210HG AP001922.1 BCKDHA FAM198B-AS1 SRP14-AS1 ZNF286B ZNF564 ARPC4-TTLL3 AC010210.1 LINC02236 GRPEL2-AS1 LNCOC1 AC090200.1 CHMP4A SYS1-DBNDD2 TMEM9B-AS1 STX16-NPEPL1 ZFP91-CNTF AC005324.3 PDXDC2P MIR100HG EID1 C10orf88B POLG2 GATC LINC02354 KRT7-AS ITFG2-AS1 PPT2-EGFL8 AL157911.1 AL121821.2 SRP54-AS1 CEP95 AL132639.2 AC004816.1 AC023355.1 MRPL46 CRTC3-AS1 AC072061.1 AC092287.1 LINC02867 AC096734.2 AC069224.1 AC009065.4 ZNF865 AC138627.1 AC124068.2 MMP25-AS1 TMEM256-PLSCR3 MRPL12 RNF213-AS1 AC007216.4 NBPF11 MIR3189 AP005329.1 SUZ12P1 SNORD95 SEPTIN4-AS1 ANXA8 MIR4733 CFAP298-TCP10L NDUFV2-AS1 AP002478.1 SNHG25 MIR4530 MIR4757 MAP3K14-AS1 ATF7-NPFF RNFT1-DT PTOV1-AS1 NBPF12 FAM156A AC005759.1 CALR3 ZSCAN16-AS1 MAGIX AC005498.3 EGLN2 FMC1-LUC7L2 MICOS10-NBL1 SLBP-DT TAF15 ZNF30-AS1 SRXN1 AC008972.2 ARF4-AS1 IER3-AS1 POM121C WASL-DT LINC02018 WDR5-DT PAXIP1-DT TAF9 RNVU1-27 H2BC6 H2BC17 RNU11 RNVU1-26 RNU12 PIP4K2B STAG3L2 LINC00869 H4C4 SNORD49A RN7SL473P RNVU1-28 RNVU1-2A EIF1B-AS1 MIR5087 ZNF157_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF157_TARGET_GENES PKD1 CEP170B LMF1 ATP1A3 SLC25A23 KIDINS220 CREB5 VPS51 CACNA1C FBXL2 SPON2 GBA MSRB1 SELENOP CEROX1 AC006213.2 SOX8 TBXA2R ARID1B PRSS8 PITPNM2 TOM1 GINS1 FZR1 SCN1B TMEM248 RASL11A DOK4 CC2D1A COL6A1 CCN1 LMO4 CNIH3 CXXC1 CPAMD8 SLC29A4 MIOS CCDC171 NOL6 EVPL VANGL1 C11orf80 ZNF404 ZNF555 FCAR B3GNT6 GABBR1 SNORA24B LINC00431 NXNP1 LBX1-AS1 PPIAP59 ZNF585B CYCSP26 HPRT1P3 MIR4646 AC006213.3 THA1P AC003956.1 MIR6792 MIR6807 ZNF41_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF41_TARGET_GENES AK2 SNX1 CTSA ZBTB11 LRRC40 MECOM SLC25A24 G2E3 RIOK3 TRIP4 DTWD1 R3HCC1 TLE6 STAG3L4 TRDMT1 PIGL SLC11A2 MDGA1 TBP SRSF11 NSL1 EPCAM WDR11 KIAA1217 SEPTIN7 ZNF391 PANK2 NCLN HNRNPH2 PLD2 RSPH3 BRME1 FCRLA DSTYK TMEM62 INTS14 MAPK8IP3 NFIC AZIN2 COP1 TARS2 SLC39A1 RBMS3 ATXN7L1 HMBOX1 TCF7L2 CYP17A1 DUSP15 ITPR1 DST SYCP2L GRIP1 ZNF221 OMA1 SUCLG1 U2SURP GPR85 FAM227B PCLAF GNG4 METTL7B PA2G4 PDGFD TEFM SYNPO2 DAB1 PSMD2 ADAP2 EFNA5 FAF1 THSD4 COL4A5 S100A4 IPO4 TATDN3 EFCAB7 KRT40 MIR99AHG FCF1P7 IQCF4P JPX FCF1P6 UBXN7-AS1 WDR11-AS1 FCF1P1 FCF1P2 TRERNA1 EPCAM-DT RBMS3-AS3 NIPA2P5 AC093583.1 SOX2-OT FCF1P8 SEC22B AC005264.1 ZSCAN16-AS1 LINC01224 MPP7-DT NR0B1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NR0B1_TARGET_GENES PRKAR2B MARK4 GPRC5A SERPINB1 PRKCH B4GALT7 MAP2K3 AIFM2 OPN3 VMP1 GLP2R PPP2R5A MEF2A BCL3 PFN2 CFAP20 RHOBTB1 P4HA2 NCBP3 ACTB PLD1 PLXNA2 CXCL2 JMJD4 RTRAF NSFL1C TFAP4 HECTD1 RABGGTA POFUT1 TBL1X MLYCD ANTKMT DTWD1 DENND3 NAMPT MET WASL TBC1D13 EXOSC3 ERLIN1 UNC5B KAZALD1 ZMIZ1 PSMD3 KMT5B KCTD10 DDX55 E2F3 LNPEP PDE4D SMAD5 UNC5A AMOTL2 CCDC88A MOB4 NFE2L2 BCL9 DOCK7 RCOR3 KMT2A TNFAIP3 PTPA ALG5 CYREN NR4A1 LPGAT1 NCOA3 PSMF1 PLAGL2 CLN6 REEP5 THEM6 GDF15 CYP2E1 NFATC1 PIAS3 LGALS3 ZNF767P IAH1 IL6ST CDC73 CRB1 DTNA AGTPBP1 URB2 COG2 TAF5L CIB2 RSAD1 GOLGA1 MYC SMAD6 SEMA6D FNBP1L IDH1 GPAT3 KIF21A RB1 ETFA NCOA2 MAN2C1 USP3 CRTC3 SEC11A RHOT2 TOB1 CLTC GEMIN7 EFHD2 ISG20L2 KCNH1 EIF2D SNAP47 CDC42BPA PYCR2 METTL21A CTDSP1 OSMR C7orf26 FRA10AC1 PRSS23 UBC UBE3B SEMA3D PITPNC1 ENAH ANKRD40 KCTD18 DPY19L4 CD109 NRG1 DEDD IER2 FAM171A2 SLC25A45 FAM102B MEMO1 BOLA3 PYGO2 CCNL1 TPRA1 RHOBTB3 ARHGEF40 PACSIN3 FAM227B TMEM100 IDH3A EVA1C MAPK1IP1L IRF2 HR UPF3A DUS1L SIK2 SEMA3E SOCS5 FAM241B TMEM37 FAM98B ISG20 GNB2 TRIB1 RFESD ETV4 CHMP6 CCDC57 PXMP2 ZBTB38 PLEKHM3 PTPN11 SHARPIN PCBP1-AS1 SMG1P3 SETD2 IBA57 EP400 DNAH2 SEMA4B TNFAIP2 NOTUM PRELID2 TMEM222 EXD3 SAMD11 SNHG28 NELFB NEMP2 TDRD7 CD55 TPK1 S100A2 GMFB SLC22A4 KANK2 TSEN15 RNU6-304P LINC00963 RUFY2 AC141586.1 BOLA3-AS1 ANKRD18DP PCAT6 CT70 RB1-DT DLEU2 SNHG7 AC108047.1 DPP10-AS1 ID2-AS1 PPP1R3E MID1IP1-AS1 CASTOR3 FABP5P3 WHAMMP2 OSMR-AS1 PVT1 MALAT1 LNCOC1 AC009779.2 ATXN2-AS SLC7A5P2 LINC02289 AC009107.2 LINC01686 MIR193BHG OTUD7B AC061992.2 AL451085.2 IRF2-DT IER3-AS1 WASL-DT SYNRG HDGF_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HDGF_TARGET_GENES BAD POLR2J LRRC23 FYN DPF1 DNASE1L1 TSPAN17 ACAA1 HDAC7 EIF4B ISOC2 TSPAN32 CDON HMG20B MEF2A KCNAB2 PABPC1 ACADVL FOSL2 FAM76B CAPZB HSP90AA1 PLOD1 SMAP2 RAB10 EPDR1 TRIP6 GNAS ASAP3 LTBP4 MCOLN1 SH2D3C SETD1A AP1B1 EP300 EIF5 NFATC4 PLTP RASSF2 USP14 TAZ RGCC NDRG4 CLUAP1 TRIP4 RAB11A SPAG1 PPP1R37 TNNT1 LIG1 AGFG2 RHEB TSPAN14 NUFIP2 CDK5RAP3 GRPEL1 STIM2 NCAPG CRYAB CEP164 MADD C11orf21 NUP98 HDDC2 FANCE ZNF451 DUSP22 NUP155 ACTR3 PHF13 S100PBP SDHB RCOR3 DCLRE1B NEK6 PGF TCTN3 TNFRSF10B PDLIM2 EPHX2 SPOP ACVR2A CCZ1 CLTA DCAF10 COQ8B PSD4 SH2D3A RTN2 XRCC3 COX7C FBXL12 SPECC1 MBD4 SEC14L1 CBFA2T3 ACSBG2 NPHP4 DLG4 ZMYM5 CNDP2 IPO8 MRPS36 PSRC1 AP4B1 TMED7 TFCP2 GPR55 TTLL4 SLC41A2 KANSL2 WDR20 ARHGAP17 GCSH CSNK1D EMP3 SAE1 MAP3K6 XPR1 C1orf43 TAMM41 RETREG2 TCTA SSBP2 PNRC1 CCZ1B GOLGA7 NSD3 AK3 LRSAM1 RSU1 TAF5 PGAP2 MRPL49 FAU AP1S3 TADA1 CYRIB OTUD6B PPM1J PDIA4 ADK FAM122C AIFM1 NTAQ1 FBRS ETS2 TMEM164 PRXL2B USF1 CPAMD8 ITGB2 RNASEK-C17orf49 STX5 SYNC OMA1 ARPC5 DCAF16 YY1AP1 IFT122 METAP1 SHISA5 SEPTIN8 KDM1B ATP5F1C SALL2 AGBL2 PTER WBP1L ILK PCLAF TMEM170A YWHAB TSC22D4 CACNB3 ATP5PD LTBP3 AHCYL1 CPT1C RGS14 PYM1 SLC23A1 FOXA3 USP32 GSTA4 P2RY6 TVP23B GNB2 FGGY KLHL6 ZNF596 RAB43 DAB1 RBM4B CKAP5 CRYBG2 PPFIA3 HNRNPA0 WDR6 PARP10 SHARPIN PRKRA ARHGAP45 SMG1P3 WDFY3-AS2 MACIR GINS3 SHMT2 FBXL6 PPP1R27 ANXA2 RPL35A NAA38 ASB7 CHEK2 DIABLO SERINC4 AP3M1 ZBTB37 ZSWIM9 LYRM7 RUFY4 KIAA0895L RYR1 PPIA C20orf204 TCF4 LAGE3 ZSCAN26 SPN H4-16 TMEM116 L1CAM LINC00963 GIGYF2 BRD2 PJVK MROH6 ITSN1 CRYZL1 HLA-A ACKR1 PPM1N HBE1 FAM185A LINC00115 LINC01128 TOB1-AS1 FTX GAS5 DNM1P51 MKLN1-AS WAKMAR2 CASTOR1 STIM2-AS1 LINC00893 HYPK MRPL20 DACT3-AS1 TMED7-TICAM2 RNU2-58P OTUD6B-AS1 AC079313.2 ST20-MTHFS ZNF865 AL603832.2 MIR3180-5 NCOA4 AL353135.1 LINC01145 PIP4K2B H4C1 LSP1P5 GTF2A2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GTF2A2_TARGET_GENES MYLIP RPS20 MBTPS2 VIM PEX3 PTGER3 HERPUD1 RPL18 TNPO3 LRP6 PABPC1 PTPN21 TFRC CLASP1 FSCN1 ACTB RBL1 RPS5 FTL RPLP0 FUS GOLGA3 PABPC4 CCDC80 MFSD11 HSP90AB1 CIRBP GADD45B MKNK2 RPL3 EIF5 PIEZO1 EEF1D OAZ1 CYTH2 MAG SUGP1 TRDMT1 UBE2S RPL28 C17orf75 WSB1 UBE2D3 EHD1 KMT5B KCTD10 TPI1 C12orf57 SRSF3 RPS12 SENP6 SKP1 HES1 HEMK1 NDUFS7 ID2 ODC1 SRSF7 SFPQ RGS2 UAP1 PRDX1 PIK3R3 SLC35A3 NSL1 SGK1 ZBTB45 SUPT7L DUSP1 FAM53C EGR1 TMPO TUBA1B AMD1 SDC4 SNAI1 SNRNP27 H2BC11 CDKN1A FOSB KDM5C PRMT1 KDM4B ZFP36 ATF4 VGF ATP1B2 MAU2 SAT1 GADD45G RPL36 ZSWIM6 JUND PLXNA3 C12orf65 PPT1 H3-3B NASP WDR74 COX16 LDHA HNRNPA1 GLUL NPL HUS1 RPL35 MYC RPS6 TUBB2A RIPK1 IER3 POU2F3 RPLP1 GTF2B CCNG2 UQCRC2 RPS2 TOB1 SS18 NOSIP ITGB3BP CCN1 AZIN2 RPS8 STRIP1 MCL1 SELENBP1 GABPB2 EIF2D PTPN7 CALM2 COPS7B RPS3A G3BP1 RPL10 GTF3C5 RPS3 ITPR1 UBE3B VTI1A SLC25A4 SAV1 SAR1B ING1 IMPACT MRPL39 AZIN1 GTF3C6 SLC16A1 MCU EEF1A1 ATAD2 EIF4A2 SEC13 PSMG3 MITD1 CSRP1 THEM4 CALM3 SQSTM1 RPL8 SRSF2 NEU3 NXF1 RPL29 LZIC ATF3 IER5 TYW5 MAIP1 RPL22L1 SLC4A1AP H2AZ1 DEPP1 TSC1 BMS1 PSMC3 AP1G1 SMG8 RPL13 TUBA1C NCKAP5L C19orf48 PRDX2 RPSA CTNNB1 GNG4 H1-4 MPLKIP MAT2A DHRSX ATF5 FASN UBB FOS SERPINB9 CHCHD7 RPS9 JUNB RPS7 TVP23B CYCS MRPL13 AFF1 ZNF596 EGFL7 NMNAT1 ZWILCH RPL4 DDIT3 NRIP3 MRPL48 BAIAP2 ZBTB8OS ZNF518A RPS27 SH2B1 PLEKHM3 CA8 CALR PCBP1-AS1 H2BC4 SMG1P3 NPM1 LINC01547 ACTG1 SOCS3 CDCA2 H1-10 SOCS1 MRPL30 BRWD1 ZC3H6 TUBB4B CENPP H2AX ADAT2 SFTA2 SNHG17 H4C3 H3C12 ADARB1 SPTAN1 RPS26 RPL37A SNHG12 NOL8 PIM3 TMA16 CALM1 RNU5E-1 RNU5F-1 RNU1-108P RNU5A-1 SNORD104 RNVU1-22 RNU5B-1 RNU5D-1 SNORD118 RNU4-1 RNU5A-8P RNVU1-34 RNVU1-3 RNVU1-6 RNU5E-4P RNVU1-21 RNU5E-6P RNU4-2 TATDN3 H2BC18 SNHG5 GDI1 EFCAB7 BRD2 SNHG32 GPANK1 PPP1R10 AC007389.1 TMSB4X SNORA57 RNU1-1 RNVU1-18 RNVU1-30 RNVU1-15 RNVU1-14 NUP62 LBH GTF2H4 ALG3 CSKMT DDX3X RNU2-2P RNU2-63P VPS52 NOL7 PSMG3-AS1 RPS18 IPO9-AS1 FRG2FP SNHG7 CCDC144NL-AS1 RNVU1-2 RNU7-1 SNORD13 SAMMSON BMS1P4-AGAP5 BMS1P4 NEAT1 CEBPA SELENOP GLUD1P3 LINC02506 RFPL4B MALAT1 AC099520.1 RNVU1-23 CERNA3 LINC00824 SNHG1 AL132780.2 TUBB3 SNHG19 RNU4ATAC LINC01029 SNHG25 MIR4766 ZSCAN16-AS1 RNVU1-25 RNU11 RNVU1-26 RNVU1-19 H3C1 RNU12 LINC00869 RNVU1-4 RNVU1-28 RNVU1-2A H2AC4 C11orf98 H2AC17 H4C2 AK2 IFRD1 JARID2 REV3L SYT7 ZDHHC6 TMSB10 SPHK2 BTBD1 KLF6 TCF3 HSP90AA1 SLC27A5 DNAJA1 PPP1R15A SLC9A1 NLRP1 BRPF3 TMED1 POLDIP3 PACSIN2 RIN3 BEX4 OIP5 TULP2 CLASRP IL4I1 SFXN3 DDX5 RPL24 RCOR3 KMT2A CCNI UBIAD1 SRSF6 TNFSF9 ID1 IPPK HP1BP3 AJUBA TTI2 TAF4 TRAF7 DNAJB1 USPL1 BTG1 TANK ARPC5L APTX TFAP2A TMEM14B VARS2 NUSAP1 RTF1 RPS24 CCDC97 RPL11 MTF2 DYNC1LI1 SSBP2 LRSAM1 UBC THRB GEMIN6 HOMER1 ZNF689 PDE6D RADIL SLC13A3 NDUFS2 FAM207A DIP2A FBXL13 RBBP4 DNAJB4 ZC3H12A VDAC2 C16orf46 ZNF143 ATF7IP2 CLPX MBD6 MIDN JSRP1 EEF2 SLC3A2 POLR3D SLC25A6 CCDC8 RRM2 MTBP CEBPB RPL38 EIF1 ZBTB4 RPL15 SUGCT CRYBG2 OPLAH SHARPIN TIGD5 PNPLA1 H2AC6 POLR2A PLAG1 EXT1 ANXA2 MAFA H3C13 TRMT12 ARL15 JPT1 PPIA H2AC11 CDC42SE1 NKIRAS1 RPL12 SNORD48 COX20 HSPA1B HSPA1A HSPA1L MRPS18B HLA-E CCDC144NL RNVU1-7 SNORD60 MIR320A UCA1 RPL23AP53 SLC25A5-AS1 TANK-AS1 BAIAP2-DT BAZ2B SLC16A1-AS1 THRB-AS1 TOB1-AS1 TPI1P2 PPP5D1 ITPR1-DT RPL37A-DT LINC01719 LINC01137 ID2-AS1 ZSCAN31 H2AZ1-DT SNHG6 UBE2D3-AS1 MAILR SNHG9 BRWD1-AS2 PXN-AS1 ODC1-DT BCDIN3D-AS1 SLC7A5P2 CEP95 AL596325.1 LINC02252 MIR4522 MIR4515 SNORD43 SNORD55 LINC01476 MIR4754 AC061992.2 CEBPA-DT MIR3188 AC132192.2 SNHG8 RNVU1-31 SNORA78 RNVU1-29 RNVU1-27 H2BC17 SNORD25 SNORA24 SNORD26 H4C5 SNORA50C LINC00624 MIR5087 ZNF133_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF133_TARGET_GENES SOX8 ELAC2 SCIN EEF1AKNMT TTC19 SEMA3B EXTL3 PHF20 FAM214A ARHGEF5 SIKE1 FAM168A TM7SF3 ASNS PPP2R5C THOC1 TNPO1 DNMT3B COQ9 CRLS1 AGO1 TOP3B SRP54 MAGED2 LMF1 AAGAB IQCH FGL1 ASAH1 TYK2 LIG1 SERPINE1 TMEM248 TBC1D12 LRRC59 KRT18 SMG7 RBBP5 ANKRD13C VPS4B RHOQ SEC16B ALG5 EXOSC8 TRIM25 ORMDL2 G0S2 CBFA2T3 PRKCSH C1orf159 ZNF132 DNAJB1 PPARG EEFSEC SLC2A11 SBF2 ISCA1 LCA5 ITGA7 REV1 STX17 BPHL AP1AR NOVA1 POLG NTRK3 PARN NLRC5 ITGB3BP CCN1 VGLL4 DYNLT1 SLC25A37 NGLY1 ZNF827 SLC30A6 BCL2L11 SLC16A1 LARP1 TUBBP5 PSMD4 C1R IL6R ADAMTS9 TXLNB KIAA1958 TSC1 C10orf82 SMCO4 OR10A5 ZNF3 GPRC5B AXL RAB4A PHYHIP ADAM9 MRPL1 HEXD IFFO2 ALCAM RNF150 KRT8 JAGN1 KRT2 PTPRM ZNF404 GBA DALRD3 NRXN1 AATK PLCXD1 TSHZ2 MX2 PTP4A2 ZSWIM9 ZNF566 KLHL32 PPP1CC CYP4X1 EXD3 CERKL SH2D5 SPATS2L ZNF799 ZNF521 RNU6-810P EFCAB7 SLC35B4 SNORD17 CHCHD4P4 TRIM16 CCDC18-AS1 SNHG14 HSD11B1-AS1 C9orf147 BCL2L1-AS1 ACY1 N4BP2L2 ATP6V1G1P6 RPS4XP20 RHOQ-AS1 DCANP1 LINC00824 SRP54-AS1 AC109347.1 CEROX1 LINC00662 AC006213.2 AC006213.3 ZNF790-AS1 AC006504.5 GTF3C6P3 DDX52 MCM8-AS1 ZNF136_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF136_TARGET_GENES C12orf65 MT-TT MT-TP JPX IGHMBP2 FBXO21 WDR72 MTCO3P12 SUMO1P3 ZNF140_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF140_TARGET_GENES ANKIB1 KRIT1 KDM1A BAIAP2L1 MATK VTA1 FYN PGM3 ZFP64 AQR FUT8 RAI14 RETSAT JADE2 ANO2 PPP1R12A STYK1 QSER1 MTMR1 CCN5 AP3D1 SLC9A3R2 ADAT1 SPEN CDK13 CTNNA2 PRKCZ FUNDC1 WDR1 EVC ANO8 MOCOS FMO4 FAM76B POLD3 PCM1 RUNX1T1 RIMS1 MOK BCORL1 USP40 RAD54L PSMC5 CDIP1 DNAJB11 GLG1 WDR7 TXNL1 MFSD11 BTAF1 EFHC1 ACOT7 BCL7C HNRNPM MICALL1 RPL3 TRIM9 CDKN3 ATP6V1D PRORP PSMA6 NFATC2 NOL4 PQBP1 PLA2G15 UBFD1 EARS2 RBL2 RPGRIP1L KAT8 SYT17 MTFMT CPQ GSR ILVBL APLP1 TGFB1 DENND3 ICAM4 RPS19 CCDC114 ISYNA1 ATP4A LSR ETHE1 CADM4 POLR1F CAV1 PHF14 ZNF862 GALNTL5 LIPA FBXL15 PNPO FTSJ3 SMARCD2 PRKAR1A NCAPG HSPA8 SLC35F2 SLC11A2 ITFG2 CDKN1B CHD4 C2CD5 COL12A1 SASH1 MTRF1L SOD2 MDN1 COL9A1 MAN2A1 NNT FAF2 CLINT1 TTC1 NPR3 PPP2CA TBCCD1 UBE3A MRPL19 ELMOD3 KDM3A SOS1 MORN1 ASH1L C1orf21 NID1 PTCH2 CNN3 MTFR1L DHDDS RPA2 DDX59 FILIP1 FBXL5 CCNI PTBP3 KDSR RHOQ KANSL1 LRP11 ACAT2 PLS1 DUSP4 SORBS3 ZNF706 KHDRBS1 FLT3 MTIF3 ZC3H7A SPRYD7 KBTBD4 FAM210B IQSEC2 ZNF45 SLC25A19 SNRPD2 CHURC1-FNTB ST3GAL3 TIMM17B TRMT5 PLEKHG3 UBR4 SMO NDUFA5 MPDU1 ART1 ATP8B3 GTPBP3 ZSWIM6 SULT4A1 CYP2E1 CEP85 EXOSC2 NOL11 ZNF227 SH3BP5 RFTN1 RPL27 MAP1B PPP1R1B DCAF15 UBE2G1 WBP2 ERAL1 ZMYM5 MED10 EIF2S1 ANO3 IL6ST FBH1 ANKRD16 ELP2 TMEM165 WDR36 MTO1 NT5E CD164 MDM2 KCNK1 CEP350 DRAM1 ZFHX2 MYCBPAP LRRC8A KLC4 RAB30 RNF121 DCUN1D5 YAP1 MAPKBP1 SMAD6 KIF20B GLCE SEMA7A NDST4 SEC31A G3BP2 USO1 GIT2 GALNT6 SLAIN1 SLC38A6 ANP32A MAN2C1 UNC45A ARMC5 FTO KSR1 UTP4 SLC39A6 ARRB2 WRAP53 ERBB2 SH3GL1 COL6A1 ITGB3BP CTTNBP2NL PPOX SELENBP1 KCNN3 REN ST6GAL2 TM4SF19 FEM1C CPLX2 AIG1 GSTO1 NCAM1 CNBD2 MRPL49 FAU ALDOA TLCD3B TIMM8B UBC ANK3 AKAP6 CACUL1 AP1S3 RABGAP1L TRIM36 MED21 STK32B MERTK TRAPPC8 CD8A MIA3 ENAH DKK2 KDM8 RNF20 NDUFAF6 GALK2 RER1 ABHD3 CPA5 STC1 UBE2Z MORC3 ZNF230 ZNF233 CFAP410 MCM3AP TLCD1 AZGP1 MAML1 ABCF3 PGAP3 ACOX1 SRSF2 RPL26 ASRGL1 SLC25A45 JAK1 LZIC RBM15 WDR26 DCAF16 PRKCI LIPH IFT122 ARHGEF3 EXO5 PITX2 PRSS12 TMEM184C DLC1 PGAP4 NOL6 TRMT10B STOML2 MARCHF8 CASP7 R3HCC1L CEP57 RPUSD2 PPP1R14D ARIH1 SCN3B BORCS7 TRIM44 CYB5R2 NDEL1 PLK1 MYO1A YWHAB NYAP1 PPP2R3B VKORC1 KLHL26 RAB4B TMEM145 GSDMA E4F1 RAB4A GNG4 IRF2BP2 BMI1 NPNT CEP120 APEX2 PGM2 LUZP1 HNRNPF UBE2E3 CNTROB TRAPPC1 KCNAB3 RNF150 CDK1 METTL7B TTLL6 SYCE1 MLLT3 DRC3 ZNF554 SLFN12 ID4 C5orf34 GNB2 FIBP RARG KAT5 FAM222B ABCD2 MFSD4B NMNAT1 TOM1L2 LYSMD3 MAN1B1 ZNF491 IL17RA BOLA1 ZNF223 SAMD4B RAD23A ZNF609 CMTR2 ZFP82 MRPS23 YIPF6 YBEY FES ANXA2 MX2 TOB2 KRBA2 IMMP2L MANEAL PURA HGS PBX1 BRWD1 SAPCD2 ERCC6L DYNC2H1 IFT140 ISG15 DNAH17 EIF4EBP1 BLOC1S5 CC2D2B ZNF573 ZNF724 SPATS2L S100A4 HRCT1 SUPT3H ZNF799 NCOR2 MYO18A BORCS6 TOMM7 SNHG17 ADA AP2A1 ZNF398 ZNF420 ZSCAN26 ZNF772 SLC22A4 SVIL C17orf102 ZNF786 ZNF675 IPP ENPP1 DNAH10 SPTAN1 MAN1A2 ASPH TAFA2 MTCO3P12 RPL10A SPOUT1 RNU5E-6P VTRNA1-3 RNU4-2 EEF1AKMT2 SAMD13 EFCAB7 PHACTR4 TAP2 STK19 DXO SDHD VWA7 TRIM15 DISP3 ZNF155 ZNF425 CCDC85C ITSN1 CRYZL1 CEMP1 OLIG2 RNVU1-30 RNU6-206P MIR607 MT-TF MT-TP MT-RNR1 TRAJ27 ZNF254 NDUFS3 SMIM7 ARL16 OR1X5P DDX3X ZNF433-AS1 MTMR9LP RNU6-908P LINC01763 PAWRP1 LINC01623 SLC26A6 TMEM191A ENTPD1-AS1 LINC01359 RABGAP1L-DT SDAD1P3 ASS1P5 EMC1-AS1 WARS2-AS1 TMEM44-AS1 SNHG7 AC016876.1 PDXP-DT NKAPP1 LINC02609 LINC01641 ZNF879 LINC02765 SP2-AS1 AC091806.1 LINC01010 FAM200B TCAM1P LINC02030 LRRD1 RN7SL521P PDXP KCTD7 MALINC1 RAB30-DT AP000802.1 NNT-AS1 IRX4-AS1 EEF1A1P19 LINC01182 LINC01596 THAP9-AS1 SCARNA11 RNA5SP441 RNU6-1003P ATXN7L3B PCDHGA11 AP002495.1 AC123777.1 BRWD1-AS2 AC093510.1 LINC02598 FNTB LINC01475 CLEC5A CHURC1 C17orf49 ITFG2-AS1 HIF1A-AS1 BLOC1S5-TXNDC5 THTPA LINC02352 COSMOC TMEM202-AS1 LINC02861 SPON1 ZNF234 RN7SL15P MIR4537 LINC01476 MIR3665 LINC02074 AC006213.1 AC015936.1 ZNF224 LINC01533 MAN1B1-DT AC104109.2 BORCS7-ASMT GCATP1 AL445228.2 MAN2A1-DT TM4SF19-DYNLT2B SNORA17A CCL4 LINC00869 GGNBP2 LINC00581 MIR4520-2 AC005622.1 ZNF134_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF134_TARGET_GENES CFLAR HSPB6 ST7 PRSS22 SKAP2 OSBPL7 MGST1 PLAUR ERCC1 MBTPS2 NUB1 POLA2 YAF2 ATP2C1 ZFP64 RNF10 GCLM AGPAT4 TBPL1 RNF19A RFC1 TUBG2 MFAP3 METTL1 ZFYVE16 PHLPP2 JADE2 GOPC H6PD LIMA1 CYBA HHAT SZRD1 FAM114A2 SOAT1 GDI2 TMCC3 SEC61A1 SPHK2 RPL18 GNAI3 PKN2 MCM10 SPEN ZC3H15 SNAP91 KDM4A EVI5 TP53BP1 ROGDI SIRT2 MAST4 DNAJA2 KCNAB2 ATP1B3 SPTB SMC1A PDE8A KDM5A DPP8 ANO8 ACTB BCAP29 KLHL20 SNRPA MCCC1 HOXA9 CBFA2T2 CDC14A SCGN RIF1 SRCAP C5orf22 AGBL5 SEH1L WDFY1 ACHE PXN AARS1 OSBPL8 NRCAM DLD WDR7 TXNL1 TMEM101 HNRNPC RFFL TLL2 CREM IL12RB1 GGT1 CHKB RASD2 LGMN HIF1A PSMB5 ACIN1 APEX1 ABHD12 RASSF2 HM13 TM9SF4 WFDC2 RNF125 MCTS2P XIAP SLC25A14 FMR1 ARHGEF7 SLC25A15 LYRM1 SEC14L5 CLCN7 EEF2K CSK IGDCC4 RAB11A PDGFRL ZDHHC2 FZD3 SPAG1 MTMR9 GSR NFKBIB SARS2 AKAP8 SYDE1 POP4 DYRK1B TBCB APLP1 RPS19 CCDC114 BCAT2 PIK3R2 ELL ETV2 ZNF85 SSBP1 KCNT1 CDH23 KAZALD1 TASOR2 CCDC6 NUFIP2 RGS9 RAD51C MTMR4 TUBD1 RPS6KB1 UTP6 MRPL27 DPH1 FOXN1 PHF12 ZNF330 TRIM2 HSPA8 CCKBR COMMD9 PRDM4 SLC11A2 PTGES3 TNS2 RAB5B CNOT2 COPS7A NT5DC3 C2CD5 BTN3A3 HINT3 CCNC CUTA C6orf118 EXOC2 PRSS16 TBX18 PFDN1 CCNG1 POLR3G DROSHA ARRDC3 SUB1 LNPEP PDE4D C9 CSNK1A1 CPEB4 USP4 OTX1 ORC4 ATF2 S100PBP MFN2 TTF2 TMEM9 TSNAX NID1 BMP8B RBBP5 EBNA1BP2 AKR1A1 CNN3 MAN1C1 DHDDS NSL1 STK11 ZNF541 CAMSAP2 ANKRD13C DCLRE1B TJP2 HEATR1 FKBP15 IDE GOT1 NUP43 WDR55 KIAA1217 CCDC77 PROSER1 ALG5 EXOSC8 TGFBI ZFP30 CRISPLD1 SPOP TEX14 CEP89 SV2C COPA RPL5 AKR1D1 NR4A1 NFE2 EEF1AKMT3 FAM199X ACVR1C BAZ2B OBSL1 IQSEC2 OARD1 ZNF391 CDKN1A RREB1 NUP153 RUNX2 GOT2 GGA3 ARMC7 POLR1B ZNF133 DSTN HNRNPR ZNF436 MCF2L PDCD2L IRF3 PRRG2 PRKCG DLGAP5 TRMT5 BEST3 KDM4B ZFP36 SRD5A3 SPECC1 DNAJB9 NDUFA5 THAP10 DCTD DOHH GTPBP3 LSP1 PAK4 HIP1R ZNF428 GINS2 EXOC4 NPHP4 THAP1 FAAP24 ENOSF1 PTCD3 TBC1D14 SEC61G REEP2 MMACHC ZMYM5 PDE6B SLF1 PDZD2 AGAP3 KRAS LARS1 COX16 RELCH ECHDC3 YARS1 PHC2 CYP2J2 CARS2 PNPLA8 ADGRB3 CGA ATP5MC2 PRPH ITGA7 BLOC1S1 CDK4 KCNK1 RNASEL NIBAN1 TMBIM1 USP44 ZFHX2 ERMN EPRS1 SLC2A8 TLN1 CD72 RPS6 TJAP1 VARS2 FAM8A1 YAP1 ITGA11 LRRC49 STRA6 BCAR3 GTF2B DYNC2LI1 TACC2 KIF20B DNA2 CDK15 HECW2 CIR1 PPCDC ARHGAP24 ZGRF1 HNRNPD BMPR1B NUP54 SEPTIN11 SEC24B MAPK8IP3 GABARAPL1 C1RL SDSL TCHP SLC46A3 TARBP2 SMARCC2 SBNO1 SLC38A6 SLC12A6 HMG20A BBS4 WDR93 PMM2 ITGAX PARN CDR2 ZNF287 KSR1 PRPSAP2 PRELID3A ESCO1 RMC1 CSNK1D TBCD FOXK2 PNMT CACNA1A DPP9 NOSIP RERE CFAP74 FHAD1 EFHD2 SYTL1 PTPRF PSMA5 HMCN1 RGL1 ENSA GABPB2 ILF2 TTC13 SRP9 PARP1 SCRN3 RBMS3 ITGA9 NCEH1 NICN1 MARCHF6 MEGF10 YIPF5 RNF145 DCDC2 CLVS2 ZMYM4 IGFBP3 ZNF92 AGBL3 SH3KBP1 EBP OGT ZCCHC7 POLE3 ASB6 PTGES ZEB1 PDCD11 PAMR1 DGKZ SESN3 ROM1 EML3 B3GAT3 DSN1 ALDOA TLCD3B TMEM218 ITPR1 NUBPL DST TIAL1 RABGAP1L PSTPIP2 TADA1 DAB2 CFDP1 CHD1 ATP5MC3 DPH3 OXNAD1 EME1 AGPAT5 PIK3AP1 PCGF6 SFR1 SUPV3L1 ZNF689 PRR14 LHFPL4 NTAN1 LRP8 C9orf43 ACAN GRHL3 RIBC1 F11R B4GALT3 PAXBP1 ARHGAP27 AMFR DRC7 TEPP ABR ZNF233 ZBTB8A PDE9A PDXK CSTB FTCD ADAMTS13 ZNF761 ZNF714 ST6GALNAC6 SPTBN4 S100A1 FLAD1 RUSC1 SQSTM1 MAML1 NAPEPLD PCYT1A FBXO27 NPHS1 ZNF385A TNFSF13 RPL26 CLPB GMEB1 TM2D1 GFI1 ARPC5 NCSTN ACP6 PUS10 PEX13 CIP2A GTPBP8 SPRY1 PGGT1B TMEM184A ALDH7A1 LETM2 C9orf64 CRYL1 NEMF PRPF18 LARGE2 NOLC1 BORCS7 MCM7 TK2 AP1G1 PEX11A TMEM170A PATL1 TSC22D4 DUSP18 PHB SAMD14 ENDOG ZNF668 TUBA1C PROSER3 ZNF146 SPINT2 UBXN6 ATP5PD E4F1 VWCE C2CD3 LTBP3 SF1 RBPJ THAP11 PHYHIP SNUPN ELSPBP1 BCRP2 KRT8 STAT2 MSANTD4 ZNF160 ZNF672 ZNF584 ZNF570 TVP23B ISG20 C5orf34 ZNF131 FGGY SMPDL3A EFEMP2 PDP2 EGFL7 GOLGB1 PPP1R3B TRIB1 GLIPR1L1 ARV1 NABP1 JUP PHC3 ATP5MD HOXB2 SLC25A30 PRPF8 SLC16A13 CNTNAP2 BBS1 DENND4A LARP7 PDE12 NDUFA11 TVP23C PACS1 HIGD2B SCUBE2 NR2F1 SFN JAKMIP2 CHMP6 CCDC57 WDR25 TOP3A GBA ACAD9 THAP5 ANXA2R FLII RIC8A IMP3 DMAP1 STAP2 ZNF543 GTPBP6 CPNE7 ALOXE3 WSCD1 KLHL28 R3HDM2 MCFD2 SMG1P3 GPR157 MAP3K15 KCTD2 FAM83H LSMEM1 C4orf50 CFAP65 ATG9B ZNF708 CREB3L2 B4GALNT4 SPNS2 SLC25A21 ARHGEF37 SF3A3 TENT5C PCBP3 CHEK2 KCTD16 DNAH2 TMPRSS2 VPS33B ZFP1 STING1 SEPTIN9 TMEM186 C5orf47 TNFAIP2 KIAA0825 TLCD2 PMEL EP400P1 ZNF829 ZNF566 GSAP POLR3C GLDN MIR22HG KANK3 MT1X DCUN1D3 CIBAR1 SELL C19orf54 NHLRC3 LINC00910 ZNF292 S100A13 PNRC2 TDRD7 HRCT1 ZNF565 EVL ZNF569 MYL6B IPO4 SULT1A1 SLC30A10 ERI2 MAML3 ZNF138 ZNF429 ZNF420 ARRDC1 GAL3ST4 PGAP1 NOL4L BLM LRP10 ZNF655 MRPL21 C5AR1 PIGN HHLA3 CDC42SE1 ZNF460 SGTB MPZL1 QRICH1 ZKSCAN8 UVRAG ZNF568 CALM1 IPO9 TOGARAM1 MTCO3P12 PLXNB3 SCAMP5 BRINP2 PNP FICD DZIP3 CCDC167 SGMS1 MIR302D MIR367 RNY1 RNA5SP433 IQANK1 TATDN3 BRD2 HLA-DMA AGPAT1 PRRT1 VARS1 VWA7 MBD5 CSNK2B GPANK1 NFKBIL1 MICA ZNF616 DCTN1 TCTN1 CNEP1R1 CHKB-DT CRYZL1 C21orf62-AS1 HACD2 SNORA10 SNORA14B MT-TF SELENOH MT-RNR1 MIR760 MXD3 SYNJ2BP ATF6B TREX1 ATP6V1G2 GTF2H4 DNASE1 VPS33B-DT PPME1 CPEB1 AC116407.1 DHRS4-AS1 RAET1K NBPF1 RNU6ATAC34P FAM200A PPT2 LINC01778 LINC00205 LINC00240 JPX LINC01771 FKBP14-AS1 LINC00111 WEE2-AS1 RASA4CP LINC02041 LINC01690 VDAC1P8 IPO9-AS1 MYO3B-AS1 TAPBP LINC01063 MCTS1 GNG12-AS1 GCSIR LINC01431 SDCBPP3 HOXB-AS3 LINC01937 SEC61G-DT ZSCAN31 LINC00957 CNN3-DT LINC02250 AL445231.1 ZNF737 RGL2 LINC01409 AC008040.1 RNF103 ALKBH6 MYLK-AS1 SMKR1 TPM3P9 NSUN6 LINC02614 RPP21 GUSBP2 PISD HOGA1 BMS1P4-AGAP5 BMS1P4 MRPS31P5 CFAP57 DDOST UBE2V1 LINC02453 AP000787.1 DRAIC LINC02458 LINC00535 RNF103-CHMP3 MCPH1-AS1 GLUD1P3 RN7SKP276 RNU7-179P IGHV3-30-2 LRRC24 CHKB-CPT1B SUGT1P4 ATP6V1G2-DDX39B UVRAG-DT LINC01152 LINC02366 PGAM1P5 AC073569.2 RTEL1 SYNJ2BP-COX16 MC1R TVP23C-CDRT4 EFL1P1 CRTC3-AS1 MIR762HG AC009119.1 AC092338.2 FBXL19-AS1 AP003071.2 LINC02136 LINC01569 MIR3621 SEPTIN9-DT MIR548AP SUZ12P1 RNF115 MIR4681 SEC22B MIR4519 MIR4488 AC016888.1 MIR4661 MRPS21 AC067852.2 AC008649.1 AC092295.2 ZNF285 AC002116.2 LIN37 ZNF460-AS1 FMR1-AS1 EGLN2 TSNAX-DISC1 BORCS7-ASMT ATP6V1G1P5 LINC01607 MIR6853 RNU11 SYNRG STPG3-AS1 LYZL6 AC243829.4 CEBPB-AS1 MIR7850 RDM1 GGNBP2 ZNF229 H2AC4 MIR4521 NKX2_5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX2_5_TARGET_GENES REXO5 CCDC124 PAX6 ADAM22 MED24 VTA1 FUZ MBTD1 ERCC1 ACP3 ERP44 GLRX2 UBR2 KPNA6 ZCCHC8 MTREX LSG1 NOP16 BCAR1 KCNQ1 SZRD1 ACAA1 NCKAP1 TNK2 CS APPBP2 HAGH CASP8 LIMCH1 TNPO3 CALCRL TAF11 ERBB3 FOXJ2 DHX8 POLR1A SIRT2 PPP2R5B ST6GALNAC2 RAD18 ZFYVE26 HSD17B10 FBXW11 FRYL PLD1 ACACB PPP1R12B NEBL RUNX1T1 DNAAF6 SRCAP RSBN1 LRP2 BCORL1 MTIF2 UIMC1 TMEM40 TMEM230 RPLP0 GANAB RBM41 LTBP4 STRN4 PDCD7 ZNF268 PABPC4 MFSD11 PSMD8 P2RX6 GGA1 SLC5A1 CBY1 PRMT5 TIMM9 KIAA0586 AHSA1 SRSF5 PSMB5 CCNB1IP1 SRP54 DCAF11 PSMA6 ACTR5 ADNP2 MYOM1 MYL12A ATG4A NXT2 PCYT1B CDADC1 CLN5 TSNAXIP1 CYB5B MON1B HOMER2 GABPB1 GDAP1 NDRG1 NCALD GSDMD PIH1D1 PPP1R13L ERCC2 FAM32A PRPF31 TFPT RPL18A PDE4C SSBP1 GARS1 HSPB1 BUD31 TAF6 FBXO24 POU6F2 AGR2 YKT6 CUEDC2 UBE2S RNF43 TUBD1 RPS6KB1 ENO3 RNF167 NUP88 MRPL27 TBC1D19 EIF4G2 ADGRD1 COPS7A CHPT1 LDHB C2CD5 RWDD1 GCNT2 MAPK14 MRPL18 BMP5 RBM24 CCNC RPS12 CUTA TFEB MRPS30 APBB3 SPARC HMGCR THG1L ZNF346 AMOTL2 TFDP2 GNAI2 FRMD4B MRPL3 ACVR2B GORASP1 EIF2B4 SNX17 ST3GAL5 HSPE1 IL1R1 TAF1B SCP2 TCEANC2 TMEM59 EXOC8 RPF1 EBNA1BP2 BLZF1 CENPF FASTKD2 CA14 FILIP1 SLC16A7 DCLRE1B RPN2 NDUFB3 DYNC2I2 NR4A3 SUPT7L BCL11A ARMH3 MRPS14 FAM53C SPOP FAM117A NAA50 KIF18A RPL21 LDB3 BBS9 ARL4A ATG101 NCOA5 ZNF45 APOBEC2 CNOT1 TRIP10 DNAJC8 DLGAP5 WDR24 AKAP9 EMC4 LSM8 CCDC32 PALLD BBOX1 ASH2L TOMM40 MAP1S RBM39 EDA2R CAP1 RPL27 ACLY VPS25 EXOC4 PPFIA1 THAP1 PTCD3 COQ3 UTP3 ZRANB2 EIF5A VPS13B KHDC4 DCAF8 DCTN4 TMCC2 CEP20 LARS1 COX16 CTIF MEIS2 EMC7 AP4B1 PRPF38A ELP2 PDGFRA UBAC2 CCDC146 RGS8 MED4 ZDHHC4 BZW2 HUS1 CIDEB TACO1 KAT7 MARCHF7 IMP4 CDK5RAP2 PRPF4 TSTD2 APTX TMEM63B VARS2 ANKRD42 NUMA1 SULF1 C11orf1 NDUFAF1 KNL1 STRA6 SMARCAL1 MDH1B ITPRID2 PPCDC ARHGAP24 COPS4 GUCD1 ALG10 ETFBKMT GIT2 CCDC65 TARBP2 RBM26 HMG20A ULK3 TICRR MYLK3 DHX38 GID4 RANBP10 GNAL GREB1L TP53 TBCD ERBB2 FKBP10 FEM1A RPS11 ZNF614 MTF2 MRPL24 ANP32E SLC39A1 CNIH4 PARP1 PSEN2 CALM2 LNPK HSPD1 VGLL4 RAB5A STK11IP OSBPL10 SLC25A38 ARL6IP5 EIF2B5 RPL37 PIK3R1 ATG12 IL9 BOD1 MLIP RPL7L1 ATXN7L1 HDAC8 EBAG9 PLIN2 PPRC1 TUT1 ATM CCDC15 CHEK1 ALDOA PRSS23 CCT5 PIH1D2 NKAPD1 TIMM8B DLG5 EDNRA GUF1 ARL14EP PANK1 CAST CCDC148 ATP5MC3 SORBS2 MPPE1 OXA1L C9orf85 TTN MED7 GRIP1 PSD3 GPR61 SH3RF2 PRR14 MALSU1 GALK2 EIF4A2 RPUSD3 DDX19B AP3S2 EIF5B SNF8 MED8 CCDC117 PPP1R35 PWWP3A TUBA3FP PLXDC1 PGAP3 RACGAP1 EXTL2 BPNT1 ACP6 PUS10 ARPC2 TSACC CCT3 TMEM79 SSR2 TGFBR2 RPL22L1 SNHG16 WDFY3 SLC4A1AP RFT1 ARHGEF3 ABLIM2 CEP44 ERAP1 ANKRA2 UTP15 GDF9 UQCRQ CTSB SUN1 INTS1 TMEM67 TSC1 METTL17 METTL3 ZFYVE1 PSMC3 CPSF2 RPUSD2 POLL DPCD COPS2 PPFIBP2 MC4R VPS39 TSC22D4 MARS1 CNPY4 PHB SNRPD1 STIM1 EEF2 RILP C19orf48 BSCL2 C2CD3 TTC21A ULK4 ACOX2 CMAHP CDC40 CXXC4 ADAL LCMT2 MFF PTK2 RAMAC BUB1 UGP2 CHRNB1 UBB METTL7B KBTBD2 FAM98B WIPF2 BCL2L1 ENC1 AQP4 ATPAF2 CYCS TEFM MRPL13 BPGM MUS81 RNASEH2C KAT5 CKS1B ARV1 ZNF622 NUDT4 STAG3L3 C12orf76 PELI3 MSL2 ZNF266 RPL15 NDUFA11 VCPIP1 TMEM70 ZNF613 SLC35A4 CDC26 DLGAP1-AS1 PGBD5 GBA SH2B1 WDR6 EPM2AIP1 TUFM EIF3K ZNF48 FAHD1 MIGA1 YOD1 CLRN3 SLC36A4 TCEAL8 C1orf105 EHMT1 ZNF678 MRPS16 ZSCAN22 PGBD4 SATB1 SKA2 SLC8A1 ABAT CEP57L1 NDUFB1 CHEK2 ADAP2 LRTOMT CMSS1 CSF1 CDCA2 NDUFA12 ZFP90 TNFAIP2 SEPTIN7P13 P4HB PBX1 EP400P1 NDUFA13 MITF RNF220 EPOR NDUFA4 CLDN4 JPT1 ERI2 PDXDC2P-NPIPB14P ZSCAN16 WDR45 ZNF763 H4C3 ABCB8 ZNF785 SVIL BCO2 MYH6 PARVA RPE INKA2 ZNF790 NKIRAS1 PLCG2 NUP62CL HIBCH SZT2 RPL23A MYL4 ASPH CTNND1 ALPK2 BRINP2 VTRNA1-1 RNU6-704P RNU5E-4P RNA5SP324 RNU5E-6P CCDC162P PHACTR4 SDHD NEU1 SNHG32 ABHD16A NFKBIL1 TBC1D8 TTC25 C21orf62-AS1 JPT2 RNU6-398P SELENOH CLIC1 GTF2H4 LIPE-AS1 FBXO16 C19orf38 LINC02085 PPME1 MIR17HG RPL17-C18orf32 LINC00339 EPB41L4A-AS1 LINC00365 RASAL2-AS1 UBXN7-AS1 BAZ2B DNAJC9-AS1 HDAC2-AS2 AC064807.1 ZRANB2-AS2 AL731567.1 LINC01431 ZNF879 LINC02248 LINC01278 ZBED5 MFF-DT LINC01844 LINC01409 NFIA-AS1 NPM1P29 ZNF542P LINC00903 NECTIN3-AS1 CFAP57 CCDC13 GABPB1-AS1 BCKDHA LUCAT1 SELENOP MARCHF11-AS1 AF117829.1 ZNF345 LINC02172 RNA5SP360 OSGEPL1-AS1 VPS13B-DT NAV2-AS2 FDXACB1 ITFG2-AS1 ZNF486 ZNF225 AC156455.1 AL132780.1 AL160314.2 RNASE4 AC011921.1 AC103740.1 AC051619.4 AC012174.1 SERTM2 AC036103.1 GDF2 RHEX C1QTNF1-AS1 RPL17 TXNIP BAHCC1 AC243964.3 LINC00663 AARSD1 AC022098.1 AC132192.2 EGLN2 AC013400.1 GTF2IP20 EIF2B5-DT RNU12 RPPH1 LOC101927815 H4C2 LINC01338 ZNF724 MIR5087 SCYL3 RHOBTB2 SPRTN UTP18 PIK3C2A BRCA1 NUDCD3 SPAST AKAP11 GABARAPL2 ZFYVE16 RTN4R AP2S1 FNIP2 FSTL4 SDCCAG8 GINM1 TMCC3 PITHD1 ZC3H11A RIOK2 ZNF112 VMP1 PMS1 AP3D1 ZC3H15 TRMT11 PFKP KLF6 DHX29 TP53BP1 HDAC4 PRR11 PYGM ATP1B3 AP3M2 TESK2 SPEG AP1M1 MAP3K13 TSG101 SRI SEMA3A SEMA3C CELSR1 RASAL2 MLH1 RARB EXOSC5 LRCH4 FBLN1 NRDC MYH7B CDH17 MAGI3 MEF2C WDR70 PGR ORC1 DNAJA1 SRRT GNAS DNM1L KHSRP SLC9A1 RAPGEF4 HNRNPC TRPM7 IFT74 TMED1 SNRPD3 MICALL1 TTC28 HSCB POLDIP3 RHBDD3 ATP6V1D PSMA3 ASB2 PSMC1 PNN CSNK2A1 MROH8 RNF125 PSMD10 RUBCNL CAB39L TSC22D1 LONP2 TJP1 TRIM35 ERICH1 ASAH1 MAP4K1 NFKBIB SARS2 CCDC130 ASF1B URI1 GSK3A GTPBP10 CDK6 HBP1 HIBADH PDAP1 GLCCI1 COA1 ENG PDLIM1 SEC23IP SMC3 NUFIP2 GIT1 FBXL20 SLC25A11 PRKAR1A UFSP2 ATG2A PPP6R3 TMEM109 DDX6 CREBL2 CDCA3 MCM3 E2F3 WASF1 NME5 BRD8 KIF20A MRPS27 TTC1 ARRDC3 NUP155 CSNK1A1 WNT5A SSR3 TANC1 SLC30A3 ITGB6 KDM3A COX7A2L EPAS1 BCL9 RPL22 SMG7 ZBTB17 TTF2 RBBP5 VAMP4 MTFR1L POLR1G KIF14 TNNT2 CCN2 INVS IFI27L2 IFT43 SFRP5 PANK3 PTK2B RDH10 PLBD1 POPDC2 ZRANB3 EGR2 GIPC1 AMD1 USP45 PFKFB2 INHA OBSL1 NUP153 MIR9-1HG GPR108 RBCK1 MKKS ST3GAL3 MCF2L COX6B1 PCNX4 ATP13A4 SLC35E1 SPECC1 CDHR3 MRPS12 ALDH1A2 DCTD RPAIN NGDN PARP2 NRL SH3BP4 MLLT1 SESN2 NAPSA LIN28A PCBD2 HSPBP1 WDR74 SPINK5 CA1 NUMB EIF2S1 EDEM1 SORT1 DOCK2 ARHGAP32 HAVCR2 PRADC1 SEMA4F EPC2 TBC1D4 SETDB2 NUP42 IREB2 SLC2A8 PIM1 MTCH1 NARS2 SDCBP YAP1 SLC37A4 RPLP1 BCAR3 RABGGTB ACTR1A TACC2 CARF NAB1 SPPL2A KIAA1109 G3BP2 USO1 SLC46A3 ESYT1 ARMH4 ARRDC4 UQCRC2 TXNL4B ZFHX3 UNC45B BCAS3 WRAP53 RNF157 P3H4 DPP9 IFNAR1 SAE1 RERE NBPF3 ITGB3BP STRIP1 NME7 MPC2 DCAF6 RGS5 PRCC HDGF ZNF687 INTS7 CREB3L4 GATAD2B TTC13 CEP170 SFXN5 PKP4 CTDSP1 DYNC1LI1 ABHD10 FIP1L1 GC SETD7 COMMD10 RNF145 FBXO38 G3BP1 TENM2 ZMYM4 CHST7 SLC25A37 TRIM55 RPL7 POLE3 PLEKHS1 INTS4 HIRIP3 PDCD4 ATPSCKMT NOCT CACNA1C VIPAS39 UPF2 NCAPD3 ZNF827 CENPU SCHIP1 ZNF773 PLOD2 CFDP1 ZDHHC7 SREK1 CHD1 ABCA5 TDH ELOC XPC CCDC174 EME1 ZFYVE27 RHOC NUP205 KDM8 FAM126B FAM161B ADK ADAMTS3 BACH1 PPP2R2B LYZL4 FCHO2 SPPL3 RAB28 PAFAH2 WASF2 EMSY PAXBP1 DONSON CYB5R1 UBR1 EFCAB14 CCDC107 GAB3 SPATC1L FLAD1 SHC1 CRTC2 MYL3 PRPSAP1 SYVN1 IL23R PEX19 FLVCR1 DISC1 SGCB ARHGAP25 NIPAL1 CCDC141 CRYBA2 PRKCI EFHB SLC2A2 C4orf36 SLMAP MTMR14 FBXO8 TMEM144 ANAPC10 STARD4 GRPEL2 UBLCP1 DAGLB TRA2A COG5 CDK5 SLC4A2 SVEP1 TMEM63C ZNF503 DDX21 FRAT1 SPRED1 SGPL1 SYNPO2L MSS51 IDH3A ZNF143 ZNF3 GOLM2 NEMP1 AKTIP CDK12 GATAD2A AXL CDC42EP5 ZNF146 UBXN6 NXN RNF187 PCMTD1 ATXN2L STAT3 CEP120 FEM1B GPR183 METTL15 INO80E OTUD3 ZNF764 SF3B5 PWWP2A GABARAP RALGAPB STAT2 ACYP2 ZNF672 PDE7B MCC ZNF217 MTBP ID4 OXSR1 BNC2 GOLGB1 MMRN2 HSPB7 PSMD1 JUP C11orf45 ANGEL2 PDE12 YIF1A SPSB4 NPPA ZNF408 ARHGAP1 EIF3F ACSF3 NECTIN3 ANXA2R AP3S1 TSSK6 FAM219B RNF186 SMIM10L2A ALOXE3 ZBTB18 ARL14 RCC1 SKIDA1 WDFY3-AS2 ZNF443 POLR2A TMEM102 MACIR CREB3L2 CYB5D1 CLN8 C16orf72 EWSR1 NAA38 MCEMP1 ARHGEF37 GPR19 TENT5C GPR39 SCN5A TTC32 SREBF2-AS1 PLA2G6 FAM227A AP3M1 PTCH1 KDM4D RXRA NF2 MIR22HG FSD2 ARAP1 FANCA ANKDD1B SPATA41 MYBPC1 ZNF79 ZNF565 ESRRG KIAA1671 TBC1D9B DDI2 MIB2 DNAH10 GET3 GPX6 MTOR C1orf174 SMG5 RNU5E-1 SNORD48 LINC00970 EFCAB2 TMEM244 EFCAB7 GIGYF2 MSH5 PRR3 RACK1 INSYN2B TCTN1 C12orf73 SLC35B4 CATSPER2P1 HACD2 RNU6-746P SNORA24B TRAJ50 GAPDHP25 GANC XPOTP1 ANG FAM185BP STARD10 SLC12A8 RNA5SP21 SNORD71 CCDC18-AS1 MIR181A2HG SLC44A3-AS1 PROSER2-AS1 GRM7-AS3 WEE2-AS1 ZNF688 TAX1BP1-AS1 TPI1P2 AC007099.1 DIRC3 PCAT7 SMG7-AS1 GLCCI1-DT LINC02889 VLDLR-AS1 LINC01554 RNF103 MYLK-AS1 RPL32P27 CYMP TCAM1P LINC00881 SNHG3 RTL5 MICAL3 AC124242.1 LINC00900 AC011346.1 RRN3P1 LINC02362 PSD2-AS1 LINC00964 HS3ST5 ALG1L2 RPL32P3 MALAT1 RNU7-124P STAU2-AS1 TMEM200B MAGEL2 MPV17L2 BRK1 MSH5-SAPCD1 AC100858.2 PXN-AS1 EGLN3P1 CCDC58P5 AC020637.1 AL121821.2 LINC02319 AL096869.2 C16orf95 AC009962.1 AC005837.1 TMEM202-AS1 LINC00514 MIR4729 MIR548AP MIR133A1HG LINC01900 AP002478.1 MIR4757 MIR5680 TBX2-AS1 DM1-AS ZNF56 TAF15 HSPE1-MOB4 BBIP1P1 AC008972.2 MAP3K4-AS1 ZBTB8B TMEM167B-DT H3C6 LINC02340 LINC01232 MATR3 SNHG4 RBM5-AS1 TERF1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TERF1_TARGET_GENES WDR54 ST3GAL1 CD22 IGF1 SLC11A1 CD74 STAP1 NEDD4L PRDM1 TARBP1 CCAR1 VMP1 CASP8 TM7SF3 MTHFD2 PPP2R5B CLEC2D ACTR6 EIF4G3 FNDC3B FMO4 PPP2R5C CDC14A RSBN1 MEF2C EPDR1 EPB41L1 KDM2B RGS1 RAB18 POLR2E RSPH14 MIEF1 TNRC6B CCDC198 CEP128 SEL1L2 NKAP ZNF500 SPG11 CSPP1 ZNF175 RHEB TBL2 LUC7L3 GAB1 ATG2A CD69 ASIC1 SLC6A12 DUSP16 IFNG NEDD9 HINT3 PRLR BBX GORASP1 FOXP1 DGUOK MOB1A CYTIP PLEK SCP2 RRAGC IFT46 MTHFD1L TASL ELF1 PTK2B COPS5 FAM117A ZNF211 CD80 TNFSF10 LAX1 NCKAP1L BTN2A2 HROB DMAC2L EVI2A ZNF484 DCTD FAM98C CLIP1 TRIM22 DCAF8 NASP CDK7 KATNBL1 AOAH CALCOCO2 KAT7 TANK EPRS1 ABI1 ANP32B KIAA0319 SQOR ACTR2 ITPRID2 RGS3 TMEM117 TMTC3 ITGB7 PRKACB GRIP2 ARL6IP5 PIK3R1 TLK2 TACC1 PLCH2 CCDC102B INPP1 ARL14EP TADA1 ZNF776 NMT2 BANK1 TMBIM4 BACH1 UQCRB FRRS1 ZNF19 EYA3 ALG8 SYNJ1 ZNF222 SLC25A45 TMCO4 CTSS SYNPR PPM1K TXLNB METTL27 NDRG2 TPP1 TMX3 WEE1 MARF1 SNRPD1 SAMD14 IRF2BP2 ARF4 SNTB2 BUB1 MTSS1 SPATA5L1 GATM JMJD1C BSG TMCC1 DHFR2 C12orf42 APOBEC3B LINC00652 DHTKD1 TRAK1 EVI2B BCDIN3D GPR141 IFNA2 FHIT HLA-DRB1 MRTFA NPSR1-AS1 ZNF785 C1D HSD17B11 CHML TMEM244 CD300LD C2orf91 RNU6-452P IGLV7-46 TRAJ30 H2AC10P APOL6 RN7SKP123 HLA-DPB1 HMGB3P1 SNRPEP5 RABGAP1L-AS1 SERPINB9P1 LINC02090 LINC02642 LINC01426 LINC01934 LINC01871 LINC00607 TTN-AS1 AL391832.2 RN7SL346P WDR86-AS1 KCTD21-AS1 PPM1K-DT LINC02100 RNU6-1096P LINC00293 ATXN7L3B AC044810.2 GIHCG LINC02404 TRIM34 LINC01892 MIR4437 ACTBP9 AC067968.2 MILR1 ARF4-AS1 LINC00653 CCL4 H2BC10 REV3L ARNTL2 LIMA1 FOXN3 CDK14 NFYC OTUD5 SMG6 MYO3B NDE1 CDV3 NFAT5 BLVRA ARHGAP21 GALK1 KLHL2 UST PCDH12 KPNA1 ZNF541 TMX4 KRI1 ZNF236 SORT1 YARS1 PNPLA8 REPS1 ABHD17C SLC25A26 PHLDB2 CAMK2D C1QTNF2 DIXDC1 ADAM8 RASGRP3 TNIK C8orf37 FGF18 BUB1B C2CD2 PEX10 SLC25A46 SEPTIN2 ISG20 SLFN11 GNG5 UMODL1 ZNF366 NSUN3 ERICH3 GJC1 BCL9L IDO2 SYCP2 GMFB SLC25A29 SERPINA1 CEP290 RNU6-797P RN7SKP9 NOTCH4 HLA-A MT-TV MT-RNR2 TRAJ35 IGHV3-16 RNU1-78P SCYL2P1 LINC01825 IL9RP3 CLUHP5 AC067945.2 EFL1P2 LINC01091 GMDS-DT ENPP7P8 LINC02684 IFNG-AS1 IGHV3OR16-16 TAT-AS1 LINC02564 MIR5194 MIR3680-1 F2RL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/F2RL1_TARGET_GENES MTCO3P12 MT-TH MT-TS2 MT-TL2 AL669831.3 MTND5P11 CDH4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CDH4_TARGET_GENES HFE POLR3E CNN2 HSD17B14 FKBP1A GADD45B PRMT5 CD40 HCK AHCY PGK1 RAB11A TRMT1 UBE4A PTGES3 LTA4H NCOA7 C2orf42 TIA1 PTK2B ITPR2 PRMT1 FCHO1 TRIM28 EPS8L1 ATP6V1E1 CLEC10A MYO18B RELCH SOX5 STX11 RAC1 HMGA1 KNL1 POLG DPP9 ILF2 ATP6V1B2 NR6A1 BTBD10 AMN1 MIA3 C8orf37 CACNA1D SIGLEC11 TPRA1 TAPT1 CRTAP GSTA4 P2RY6 HSPA6 ALOXE3 OR10AA1P C16orf54 GNG2 PIGN SLC29A3 MTCO3P12 MT-ND3 MT-ND4 PCOTH MT-TG MT-TR SACM1L MT-ND4L ADAT3 NPEPL1 C7orf65 HCG14 DTNB-AS1 SCAMP4 AL160408.1 AL669831.3 LIMD1-AS1 HLA-L GAPDHP76 LINC02739 KNOP1P1 AL132780.1 PRKXP1 ERVK13-1 AC124068.2 MIR5194 STMN1P1 FOXG1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXG1_TARGET_GENES ALS2 DVL2 IFRD1 CDKL3 SYPL1 CELSR3 CRY1 REV3L FAM76A ZNF207 FUZ MBTD1 UTP18 RNF216 LARS2 NUB1 ACP3 MDH1 MATR3 RALBP1 SERPINB1 RNF10 ABCF2 DEPDC1B MFAP3 BOD1L1 RETSAT TPR LIMA1 MPHOSPH9 USE1 ARID4B FAM114A2 SFSWAP CS CA11 HAGH TNPO3 SUGP2 ABCA7 TBC1D22B COL17A1 GOLGA5 HYAL2 COASY IP6K2 MAPK6 SIDT1 ENO1 SRI ACTB TULP3 FDFT1 BZW1 CCNT2 NUFIP1 ZNF446 SEH1L NFX1 DIMT1 IPO11 TMED2 GCN1 OTUB2 SLC9A1 NDUFB2 CBX5 BRPF3 TMEM14A SETD1A HNRNPM LZTR1 GGA1 CENPM DDX17 TOMM22 PPP6R2 RPL3 TXN2 SDR39U1 CNIH1 GID8 TM9SF4 RBM3 MRPS31 MGRN1 UBE2I UBFD1 EARS2 MAZ RAB11A EHD4 TMEM87A GABPB1 TBC1D17 BBC3 WDR83OS ARMC6 LSR DNAJC2 DUS4L HIBADH FKBP14 PLEKHA8 PLOD3 ZNHIT1 PHF14 TMEM106B ANKMY2 DNMBP CCDC6 RAPGEFL1 KPNB1 INTS2 C17orf75 NDUFC1 CHORDC1 SLC35F2 CAPRIN2 MVK CSRNP2 ITFG2 COPZ1 TBC1D30 GAPDH LPCAT3 C2CD5 RIC8B SOD2 MED23 BYSL CERT1 FAF2 PDE4D TXNDC15 BNIP1 PDCD10 RPL24 ABCC5 EIF2B4 SNX17 RTN4 ELMOD3 EHBP1 COQ10B SOS1 ATF2 SRSF4 ASH1L GPR89A TSPAN1 UTP25 ARID1A TXNDC12 KPTN CAMSAP2 USP35 ARMC2 UBE2B ITGB1BP1 CPSF3 RAB14 TRIM32 VPS4B SUPT7L AFTPH BCL11A EPCAM HELLS AVPI1 KANSL1 WDR55 ACAT2 SIL1 PSPC1 POLK COPA SEPTIN7 CBX3 HNRNPA2B1 SLC25A51 WDR83 ATG101 TUBA1B EXOSC9 MED20 AHNAK AP5S1 NCLN RALY UROD HECTD3 TRAP1 DYNC2I1 ADGRE2 STYXL1 MINDY2 CHAC1 KRI1 SEC14L1 ECSIT RPL36 RSPH3 SMPDL3B CLIP1 C12orf65 DIAPH1 C1orf159 LRRC41 DAP3 NASP LGR6 COG6 GPALPP1 MACROD1 ZFC3H1 IL6ST CDC73 BTF3L4 ERCC5 TMED7 WDR36 TBX3 OASL EHF TSPAN31 ZC3H10 HNRNPA1 AHI1 MDM2 CEP350 SCYL2 SLC41A2 VILL GPNMB BZW2 MTHFS TEX2 DCAF7 NDUFB5 MRPL47 TANK PRPF4 TRMO TLN1 LRRC1 VARS2 PRCP NARS2 MAPKBP1 NDUFAF1 KNL1 RTF1 PARP6 SMAD6 ZNF280D RSL24D1 GCHFR SMARCAL1 SECISBP2L COPS4 SEC31A KIAA1109 RAP1GDS1 YARS2 SINHCAF VAMP1 DUSP6 POC1B MMAB GIT2 BRCA2 ESYT1 DENR RBM26 TCF12 DISP2 MAN2C1 DET1 TOB1 CLTC C17orf64 CBX8 DPP9 FAM71E1 PSMA5 PPOX ZNF687 TARS2 EIF2D ILF2 CALM2 WDPCP STK11IP ECE2 PLAC8 SSBP2 RNF145 ZMYM4 MDH2 CHMP7 AOPEP SNX30 ASTN2 REXO4 DNAJB12 PPRC1 ITPRIP LIN7C HIKESHI RPS3 MRPL49 FAU ALDOA HIRIP3 ITGB1 RILPL2 INPP1 AMN1 BICD1 HOMER1 NADK2 GGPS1 BCL2L11 RANBP2 UBP1 ENPP3 RABGEF1 LSM11 CCT8 PCDH1 SH3RF2 FBRS FCHO2 ODR4 DHRS1 FMNL2 RAB28 PAFAH2 GRHL3 EYA3 MITD1 ZYX BSDC1 ZER1 NEK8 TLCD1 FDPS SQSTM1 MAML1 PSMC2 EMC10 TM2D1 NCSTN B3GALNT2 TYW5 MAIP1 YY1AP1 POGLUT1 TSACC CCT3 SERPINI1 PRKCI CCNL1 RBM47 SLC4A1AP POLR2H WDR82 TMEM144 NAA15 PRMT9 NSA2 GFM2 ZNF12 FASTK PIGO FBXO33 GTF2A1 DDIAS DDX21 CPSF2 ZFYVE19 DEPDC4 CCT2 RIMKLB MARF1 TMEM170A RAB4B DNAAF3 HSD11B1L C19orf48 GHDC MLST8 DDIT4 GLYCTK H1-4 MPLKIP MLKL TMEM223 CEP120 LMAN2 SLC50A1 SNUPN PCBP1 INO80E SPNS1 ZNF747 TMED10 RIOX1 FOXN2 USP32 TADA3 MRPL36 RAB4B-EGLN2 ENC1 MTBP MRPL13 FIBP TMEM217 PDP2 DMXL1 RNASEH2C MAP3K11 THAP2 UQCRH MARCHF3 UBXN2A CCS TRMT10C SLC16A13 EXO1 SNAPC5 DENND4A PDE12 MICOS13 SUGCT TMEM39A CDC26 SPRYD4 TBL1XR1 SELENOW MRFAP1 SAMD4B CDC42EP4 PCBP1-AS1 C14orf119 FAHD1 OAZ2 TIGD2 PSMG4 TMEM259 TDRKH MRPS16 CYB5D1 CCDC87 CEP63 NAA38 DDX41 NDUFB1 SERINC4 SEMA4B TEDC1 MRPL30 INKA1 MIR22HG EFCAB6 PRR13P5 SPRY4 TCEA1 ZNF490 KCTD21 ARID2 ZAR1L SPATS2L WDSUB1 NIF3L1 XRCC2 SLC30A10 NOP9 SLC39A10 FUT11 PCBP2 PCNX3 PIWIL2 ENTPD4 ZNF786 CFAP43 MBP SNHG12 GRK6 ZNF770 SPRED2 WWP2 OGA SREBF2 KIFBP RNU5A-1 RNVU1-22 VTRNA1-2 TDRKH-AS1 ATP1A1-AS1 DAXX DHX16 AKT1S1 C12orf73 PRR13 C5orf51 RNPS1 SNORD15A RNU6-2 TRAJ7 SRA1 GTF2H4 GANC MIR933 ZBED8 CCNT2-AS1 LINC01623 KCNIP2-AS1 SLC16A1-AS1 SMIM2-AS1 CSE1L-AS1 DNAJC9-AS1 RPL7P30 LINC02585 RPL7L1P8 SEPTIN7-DT HECW2-AS1 ITGB1-DT TPI1P2 GTF2IRD1P1 ENO1-AS1 LINC00271 TRAF3IP2-AS1 GRHL3-AS1 SNHG20 RPS29P16 AC002310.1 ZBED5 ATP6V1B1-AS1 C1orf226 PPIL3 NDUFB2-AS1 ARPC4 PISD AMACR AP5Z1 RN7SL181P GABPB1-AS1 BDNF-AS AC090515.2 DIAPH1-AS1 ZBED5-AS1 ARPC4-TTLL3 TMED7-TICAM2 LINC02482 LINC02739 POLR2M DENND5B-AS1 ITFG2-AS1 LINC02454 POLG2 PDF MAPK6-DT AC051619.4 AC008074.2 AC009065.4 SNORD43 AC025682.1 MIR3913-1 OTUD7B MIR3141 MIR5091 AP002478.1 MIR4512 LIN37 NAPA-AS1 FENDRR AC008972.2 NBPF25P NUDT3 SNORA16A SCARNA16 MIR4734 RNVU1-4 H4C1 MIR4521 DLX6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DLX6_TARGET_GENES VPS50 HOXA11 IBTK AP2B1 RALA GTF2IRD1 CCDC124 ST7L RHBDF1 SPAG9 MED24 REV3L BRCA1 GPRC5A NCDN ZDHHC6 RNH1 UBR2 CCDC28A BRD9 ARID4A NSUN2 CAPG NOP16 PTCD2 HERPUD1 THRAP3 RIOK2 NDC1 CTDP1 SFSWAP CS TNPO3 TBC1D1 SP100 KLF6 COASY TTC7A BCL3 PIGB RAB27A ING3 TRIP13 SCARB1 CLASP1 CDHR2 ENO1 SNRPA RFX3 NDC80 CXCL2 EXD2 DELE1 RNF13 MTIF2 RBM22 PPP1R15A SRRT PSMC5 ZNF343 RPL6 MAPKAPK5 MRPS33 GOLGA3 AARS1 PPP2R3C SNAP23 UNC13D FBXL19 SETD1A TIMM13 AHSA1 ALKBH1 PSMB5 SRP54 PRORP TM9SF1 GMPR2 ZMYND8 HNF4A PRELID3B TRIB3 CSNK2A1 TM9SF4 NOP56 TTI1 METTL4 RBM3 PSMD7 COG4 ESRP2 MPG GSPT1 UBFD1 EARS2 ELOB DNAJA3 STX4 CSPP1 PPP1R13L STX10 ASF1B PRPF31 TFPT ZNF574 HOXA3 ABHD11 NOD1 PDAP1 BUD31 EIF3B SNX8 PLOD3 ZNHIT1 SEC61B KAZALD1 MTPAP RPL19 KPNB1 FTSJ3 DDX5 NAGLU MRPL27 EHD1 OSBP IL23A PTGES3 ALDH2 CDKN1B LTBR OGFOD2 SLC38A1 CAND1 CNOT2 RIC8B RPS12 APBB3 HMGCR FAF2 ARRDC3 GOLPH3 PRLR RAD50 IL5 GNPDA1 SKP1 TRIM23 TRAPPC13 SEC24A TXNDC15 CPEB4 UBE3A ATP6V1A CFAP92 SF3B6 CNPPD1 DCAF17 COX7A2L THADA FARSB RPL22 HDAC1 CAPZA1 ARHGEF2 WARS2 MRPS15 RBBP5 NSL1 POLR1G KPTN ALG2 NEK9 RHOQ GPAM PAIP2 COPS5 PYROXD1 NAA50 TMEM54 CBX3 HNRNPA2B1 ATG101 METTL8 CNOT1 ATG4C SH2D3A VASP STK35 ZNF133 ZNF436 ID1 RRAS SCAF1 BECN1 RNF6 AKAP9 STYXL1 EMC4 MKLN1 NDUFA5 ALDH1A2 CALML4 MPDU1 NEDD8 LDLR BST2 RBM39 MGAT1 PSME3 PPP1R1B MCCC2 ZSCAN5A LRRC41 H3-3B UNK KHDC4 ACY3 WDR74 LARS1 CCNB1 FADS2 TMEM258 PSAT1 P2RX4 EHF CDK4 PAN2 AFG1L STAM FPGS ATP6V1G1 TRMO ARPC5L TFAP2A YIPF3 RAB30 KNL1 RTF1 PREPL LRPPRC FAM13A AP1AR G3BP2 SCARB2 MTTP YARS2 BRCA2 ARMH4 WARS1 SERF2 BNIP2 HMG20A TPM1 USP3 ULK3 UQCRC2 MAP1LC3B FEM1A MVB12A SAE1 KIAA0319L RPS8 KIF2C PSMA5 GPA33 PRCC HDGF HAX1 CAMKMT RPS27A RHBDD1 RETREG2 RPL32 TRMT10A CBR4 SRD5A1 TNFAIP8 G3BP1 RPL7L1 MRRF DSN1 TBX6 HIRIP3 PDCD4 ATPSCKMT ABCB9 SLC7A11 UEVLD FER VIPAS39 UPF2 CDC123 VTI1A TDO2 TMEM267 SH2D6 JMY SREK1IP1 CWC27 CHD1 RETREG1 EME1 RHOC OXA1L USP16 SH3RF2 RPL30 HKDC1 ZDHHC5 CLDN12 C1orf158 TMEM268 MEGF11 USF1 DEDD ALG8 GART SON CSRP1 CBR1 CALM3 TFF2 SIK3 SHC1 NAPEPLD ADCY9 RBBP4 TMCO4 TYW5 MAIP1 CLHC1 VSNL1 INAVA PRKCI SLMAP SMIM14 RBM47 ZMYM6 RPN1 S100P CMBL UQCRQ CITED2 DAGLB RPS14 DNAAF5 FMC1 PSIP1 GTF2A1 NEMF NUDT5 GHITM TAF1D NDUFB8 CUL5 USP54 PPFIBP2 IDH3A RPL27A ZNF143 STAT6 COQ7 C19orf33 SRRM2 FTH1 SLC3A2 DNAJC7 ATXN2L FEN1 CEP120 SLC25A6 EFNA1 PCBP1 HINT1 INO80E SLC16A5 PRDM10 TMED10 KRT8 SPATA24 HOXB9 KBTBD2 ZNF692 FAM98B SPATA5L1 ZNF131 GTPBP2 BANP PDP2 OXSR1 RXFP4 CKS1B PPP1R14B PEAK1 UQCRH SNHG11 THAP6 PDIK1L PAAF1 SLC35A4 CRYBG2 ZBTB8OS WDR25 CNTD1 WSB2 SEC24C ACAD9 SPINK6 FAM219B OPLAH EDC3 LBX2 CDC42EP4 PCBP1-AS1 SEPHS2 ZNF48 MYLPF H2AC6 LINC02363 PHLDA2 CLDN7 MRPS11 SHMT2 GPR19 DAZAP2 SFXN4 MRPL54 TRMT12 CMSS1 PLA2G6 XPOT SEPTIN9 B3GALT5-AS1 ZBTB7C SP1 PMEL GSAP RPS23 MIR22HG HYAL3 PTMA C2orf88 SECISBP2 CENPP C19orf54 SRSF10 CCDC9B NBR1 SMIM15 LINC00910 ZNF292 NDUFA4 SF3B3 ZAR1L NEMP2 HMGB1 STK40 ANAPC7 TTC30B S100A2 MAML3 LAMB3 WDR5B ZNF398 ZNF786 CDC42SE1 NOL8 ZNF770 GET3 DDX39B VTRNA1-1 RNU5D-1 SNORD35B SNORD46 SNORA3A RNA5SP396 SNORD48 TATDN3 ADAMTSL4-AS1 SAMD13 NXPE2 SNHG32 MSH5 CSNK2B GPANK1 NFKBIL1 TRIM31 RACK1 ATP6AP1L SRRM2-AS1 RNY1P8 SNORA80D MIR141 MIR200C SNORA26 SUPT4H1 HEXA CLIC1 ATP6V1G2 LINC02026 DDX3X H2BC16P RNU4-86P AC005076.1 SLC44A3-AS1 DNAJC27-AS1 PIGBOS1 ENTPD1-AS1 DANCR FAM174C DHFR RPL41 TPI1P2 PPP5D1 HM13-AS1 ZNF341-AS1 WARS2-AS1 RPS18 LINC-PINT TMEM44-AS1 TRAF3IP2-AS1 RFX3-AS1 CYP1B1-AS1 LINC00167 AC016876.1 AC108047.1 CTC-338M12.4 DDX39B-AS1 FAM83C-AS1 LINC02889 NIFK-AS1 AL391832.2 SNORA84 LINC00886 HOXA11-AS EIF6 AP5Z1 NAA80 LINC02453 RAB30-DT KCTD21-AS1 ZNF436-AS1 HOXC-AS2 ATP6V1E2 MALAT1 HOXA10-AS SHLD3 IGHV3-19 ATP6V1G2-DDX39B LINC02688 NEDD8-MDP1 SNHG1 PPP1R14B-AS1 MIR200CHG PSMA3-AS1 C17orf49 LINC02313 SRP54-AS1 CEP95 MRPL46 STAM-AS1 CCPG1 AC099518.4 C15orf65 DLGAP1-AS2 GTF2I MIR4258 SNORD95 AP002478.1 MIR4512 LINC01764 AC006116.7 NAPA-AS1 AC006262.1 SNHG8 FMC1-LUC7L2 IMMP1LP1 CHASERR ARHGEF2-AS2 H3C8 SNORA73A SNORD28 SNORD25 H4C13 SNORA24 SNORD27 SNORD26 H2AC16 CISD3 H2BC10 CCDC28A-AS1 CCAT2 MIR3651 ARRDC3-AS1 BISPR MIR4320 HDAC4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HDAC4_TARGET_GENES GCLC STPG1 LAS1L ENPP4 CYP51A1 AK2 VPS50 HSPB6 LIG3 MYCBP2 TSR3 MYLIP ST3GAL1 SYT7 ERCC1 CALCOCO1 MDH1 ATP2C1 AQR ERP44 RABEP1 NSUN2 MSR1 AP2S1 CP C12orf4 HDAC9 TNFRSF17 RSF1 VPS13D CLPTM1L KIF1B TRAF1 PKP2 NDC1 FLYWCH1 GATB CTDP1 PIGV SFSWAP GPBP1 WAPL VMP1 U2AF2 NTHL1 OAT WDR3 KLF6 DHX8 IARS2 NAV3 PRR11 ELP1 FGF22 MNT TCF3 ZFYVE26 SMARCE1 TIMM21 BAZ2A KLHL20 PAG1 XAB2 SIRT6 MAP2 MCCC1 FAP CIC DDX1 DNM2 PUM3 ERC1 XPO1 KAT6A EPS15 NLK ADD1 AAMDC MAPKAPK5 DZANK1 KIF16B TRMT6 SLC9A1 GNPTG ZNF268 HNRNPC SEC22C IKZF5 NUBP2 FBXL19 MADCAM1 MMP11 ANKRD54 XBP1 THOC5 VRK1 NFATC4 ZMYND8 PFDN4 CHMP4B TBL1X TSC2 FBXO31 BFAR KAT8 BMF SNX16 UBR5 INTS10 PPP1R37 TJP3 TYK2 WDR83OS COPE DDX49 GSK3A ZC3HAV1 SSBP1 WASL COA1 TMEM245 AKNA RAPGEF1 TRDMT1 MAP3K8 ZMIZ1 KRT23 KPNB1 RECQL5 SMARCD2 HDAC5 KMT5B FBXO3 RAD51AP1 VDR RAB5B CPSF6 ING4 CDCA3 PTPN6 RWDD1 BACH2 ZNF451 CCNC MED23 PHF1 ARRDC3 AMOTL2 ECT2 BBX NCBP2 SSR3 KANSL3 STAT1 CCT4 STK25 THADA C2orf42 MORN1 PRDM2 C1orf109 RBBP5 CDC20 NSUN4 NSL1 ARID1A STK11 IRAG2 CCNI ITGB1BP1 CPSF3 ABITRAM INVS KDSR IRF2BPL MXI1 MTRF1 UBIAD1 FAM117A CEP89 RNF2 LY9 SHLD2 SLC66A2 CISD1 WDR83 KBTBD4 NMI ATP5F1E CHD6 ZNFX1 STAU1 STX16 CNOT1 IRF1 BARHL1 TRIP10 GPR108 SYMPK PSMF1 MKKS MCM8 NCLN GDF5 CEP250 RRAS EMG1 EVI2A ZNF484 WDR24 FOXP2 SEC14L1 GTPBP3 UBAC1 TAF4 OSBPL2 METTL26 LRP3 NR1H2 TOP2A FAAP24 RFX1 JCHAIN H3-3B UNK POLR3F AP3B1 USPL1 PEMT SLF1 ARNTL FBH1 ANKRD16 CDCA8 NAA35 EHF EMX1 URB2 TAF5L KAT7 EPRS1 PIM1 SLC22A23 MAPKBP1 NDUFAF1 ZNF280D IFI44L ACTR2 SLC5A6 ATRAID FASTKD1 NABP2 ITGB7 TCF12 USP3 POLG RUSF1 PARN KATNB1 MAP1LC3B RHOT2 PDPK1 UTP4 RAB40B FOXK2 DYM FEM1A SH3GL1 DPP9 EVI5L PADI1 RGS16 TARS2 KCNH1 EIF2D ILF2 WDPCP SNRNP200 AFF3 POLR2D RPL32 PDGFC SRD5A1 SSBP2 FBXO38 BOD1 NR6A1 WDR31 GLUD1 HSD17B12 DGKZ INTS4 CABLES2 MPP7 CWC15 PIP4K2A UBC UPF2 FAM160B1 CENPU AP1S3 ZNF773 TRIM36 CDYL TXNDC11 INO80C ING1 CEP112 ENPP3 CCDC144B PIP4P2 RBM45 RRAGA AIFM1 ZNF689 GALK2 EIF4A2 AP3S2 PANK4 RER1 ZSCAN12 RNF166 PSMD4 CELF3 CTBP1 CALM3 FAM207A SAP30BP EIF4A1 SPSB3 CLPB LZIC TM2D1 IGSF8 BPNT1 DUSP19 WDCP ANKRD23 HELQ MRPS18C NEK10 CCNL1 RBM47 U2SURP MTMR14 TM4SF18 EMCN TMEM184C EDIL3 NSA2 GFM2 CITED2 STK17A RPS14 INTS1 FOXK1 ALDH1A1 STOML2 AKR1E2 PRPF18 SNAPC4 TSC1 SPRED1 COPS2 FRS2 IFTAP MCM7 TK2 SMAD3 SP2 ATP5MG TEPSIN ANKRD11 PROSER3 TRAPPC9 PSCA GLOD4 RCOR2 CTNNB1 ZCCHC4 H1-4 CMAHP STIP1 HJV HEXIM2 AXIN2 CHTF8 SLC33A1 BUB1 LRRC45 CENPX CSGALNACT2 TPST1 PWWP2A PLAC1 INSR TCEA2 MRM3 RPS7 MCRIP2 BANP FUT10 PDP2 COMMD1 TRIB1 NMNAT1 ENDOV CTU2 DENND4A HRAS PDE12 ALG10B DRAP1 C11orf68 AURKAIP1 CRLF3 IRX5 PXMP2 POLE CHD9 C8orf31 DLGAP1-AS1 TIMM22 ZFAS1 TBL1XR1 ANXA2R TMEM94 DMAP1 NDUFV2 ZFAND2A BEND3 PIPOX ZNF609 CAPS2 SCRIB RAP2B ACBD4 RAD51B C8orf33 LIMK2 SKA2 MAFA LINC01547 PCBP3 CMSS1 XPOT SEPTIN9 ATL3 WT1 NOC4L LRRC14B DDX51 KIAA0825 TNFAIP8L1 LAMP1 CYP2R1 KDM4D FSD2 ZNF395 EXD3 ZC3H6 ZNF669 CYP51A1-AS1 NOXA1 FAM111B HMGB1 TDRD7 ACADSB HRCT1 GDAP2 HSH2D CTBP1-DT ARID5A FAM3C AP2A1 H4C3 SLC22A4 IPP RPS26 PSAP H2BC12 SPG7 GRK6 SPRED2 DDX39B NUDT16 CALM1 GLMP MFAP3L RNU5F-1 VTRNA1-1 RNU5E-4P TATDN3 LINC00963 SP5 VARS1 GABBR1 TMEM256 SELENOH TSN MIR802 ANKRD39 MXD3 NDUFS3 SMCO1 PAXIP1-AS2 IFRD2 RAD51AP2 PHB2 TSTD1 H2AC10P AP4M1 EPB41L4A-AS1 ZMIZ1-AS1 NDUFAF8 LINC00431 TSBP1-AS1 LINC01776 SGMS1-AS1 LNC-LBCS WEE2-AS1 ZFAND2A-DT PET100 ANKRD36BP2 PPP5D1 ZNF341-AS1 LINC02090 LINC02015 LINC01798 GOT2P7 LINC01719 FHAD1-AS1 DDX39B-AS1 ZNF37BP MAPKAPK5-AS1 JRK ID2-AS1 LINC01186 GAPDHP2 ALKBH6 MRPS17 FABP5P3 MUC20-OT1 RN7SL108P DDOST AC011346.1 LINC01962 CHCHD10 AC010210.1 MALAT1 LINC02551 STX16-NPEPL1 MIR100HG ZNF486 PAFAH1B2P2 LINC02240 FBXL19-AS1 AC005837.1 PECAM1 AC124068.2 TMEM256-PLSCR3 RNF213-AS1 OTUD7B SUZ12P1 AC018521.5 AP002478.1 AC002116.2 LINC01480 NCBP2AS2 TAF15 DIMT1P1 CCL5 WASL-DT DCP1A CSGALNACT2-DT H2AC12 RNVU1-19 H4C4 CCL3 LINC02391 H2BC10 H4C2 PCAT14 MYOM2 NOP16 KMT2C WIPI1 ADGRL1 GNAS ANKRD24 LTBP4 TELO2 HNF4A TLDC2 KLF5 MED26 SLC1A5 SHB NUP88 PHF12 ATN1 NCOA7 ARHGEF2 DENND10 EGR2 RAP2A ALKBH7 EML2 RPAIN ANKEF1 KCTD1 DOCK2 CARS2 SKIL MMP20 FBXO11 SINHCAF NPC1 FBXO15 FHAD1 RGL1 KCNN3 THNSL2 NIPSNAP2 SLX4IP SAXO1 RASA2 IFNAR2 GFI1B TPM4 ZNF608 ARMC4 NLGN2 PTEN ZNF131 OR4H12P ADAMTSL1 RIIAD1 ST20 DIPK2A PMEL TLR5 CRACDL BRINP2 SGMS1 RNU4-1 RNVU1-6 ADAMTSL4-AS1 LINC01460 RNVU1-30 MIR153-1 MIR125B1 MIR638 SNORD12C SNORA48 RNU6-1158P MIR1289-1 LINC01124 TRAPPC12-AS1 LINC01132 LINC00352 HM13-AS1 LINC01873 KCNH1-IT1 CDYL-AS1 SNORA13 TXNDC5 PARAL1 RNU6-351P NDUFAF4P1 MIR548AW MIR133A1HG SNORD84 RN7SL847P MIR5188 MIR3143 MYO15B AC009271.1 RPL7P50 LINC02084 LINC01348 SOX10_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SOX10_TARGET_GENES SPATA20 FARP2 GAS7 RNF216 PLEKHB1 CP USP28 PLEKHH1 TRAF3IP2 VMP1 LIMCH1 INTS13 ST3GAL6 ERBB3 HDAC4 IFT80 AP3M2 CDH19 MARK2 NDE1 NTN4 OPHN1 DCT C5orf22 ADD1 CFAP61 CAPN3 MFSD11 COMT ECHDC1 LRRFIP2 MED15 BCL2L13 FBXO7 PACSIN2 FAM118A CERK NELFCD SLCO4A1 PGK1 RUBCNL EIF3E TRPS1 ATP6V0A4 MYL10 KANK1 CCSER2 INPP4B SOX6 NT5DC3 NEDD9 SASH1 COL9A1 LAMA4 SMC4 AMOTL2 CLIP4 SPTBN1 KDM3A SMYD1 QPCT DOCK7 MMP8 NRP2 AKAP7 FOXO3 ZC3H7A IFT81 SPATS2 CDK2 OARD1 TRIM51 KIF25 RHOJ CDC42EP1 EGLN3 MUTYH DGLUCY SLC38A2 SOX5 STX6 TTLL4 CYP27A1 TGFBRAP1 SLC22A23 SORL1 KIF23 FGD4 SLAIN1 IGF1R NLRC5 SDHC RNF145 SCML4 SH3KBP1 BIN3 RGS20 GPR107 ATM MTMR12 RNF144A SPEF2 MBNL1 DAB2 CD96 ACSS1 PPP2R2B DGKI UBE2Z NFIA FUBP1 SMC6 C3orf49 PBRM1 RHOBTB3 SEPTIN8 PI16 DLC1 TMEM67 WRN ZFYVE19 USP54 TMPRSS5 PLEKHA7 MAPRE2 FAM102A SLC16A4 ATOH8 KCNAB1 GJB1 TMED10 USP32 NUDT6 CLDN20 MCC ZNF24 CCDC13-AS1 TLR6 ZHX3 SLC38A9 CLDN22 DLGAP1-AS1 C5orf64 TMEM139 EXOSC4 PCBP1-AS1 C17orf77 CEP97 TRAK1 LINC00518 COPB2 FAM167A-AS1 ZNF197 MITF NWD1 OR7A5 H1-9P SELENOT RNY3P11 LINC00862 PHACTR4 LINC01291 LINC01531 RNU6-1 MIR759 MIR802 LINC01588 GAPDHP72 CRPP1 RPSAP65 SMCR2 LINC00466 LINC01034 LINC01802 SNRPFP3 PACRG-AS3 PTPRK-AS1 LINC02613 GORAB-AS1 RPL12P11 LINC01549 SLCO4A1-AS1 AC011294.1 LINC02765 LINC00427 LINC01554 NFIA-AS2 PLCH1-AS1 AADACP1 PDXP RPS27P22 ARPC1A MUC20-OT1 RN7SL50P GMFBP1 RPS4XP14 GPRC5D-AS1 UBA6-AS1 LINC02119 LINC00992 LINC01060 LINC02121 LINC01301 RNU4-18P OC90 HOXA-AS2 OR4A9P OR8R1P LINC01619 MGAM2 LINC00639 AC087473.1 MIA DLGAP1-AS2 MIR4780 OR10B1P H3C6 RAB7B MAD1L1 PRKCH CTNNA1 GEMIN8 ANO2 TBXAS1 CHI3L2 DHX29 RDH11 CTTNBP2 CDIP1 GRAP2 RECQL5 LRP2BP ST3GAL4 CDK2AP1 RFX4 DROSHA PLCH1 FOXP1 NEK9 ZFP30 GIPC1 TMX4 NUP214 HP1BP3 MTUS1 AKAP12 MMACHC FADS2 GAS2L3 KIFC3 PSMA5 ALDH9A1 PI4KB PLPPR1 ADAM12 ANK3 ADAMTSL3 BBS5 TPM4 FEN1 ZNF608 OTUD3 NMRAL2P TRAPPC12 ISG20 TNKS CSRP2 TMPRSS7 DLEU1 ZNF664 PDE4B SEPTIN9 LSAMP C2orf88 ACADSB ZNF781 MRTFA LAMB3 DTHD1 SNORA80A RNVU1-34 CNEP1R1 ANKRD28 MIR570 DIO2 SLC12A8 NFYCP2 TMEM246-AS1 CFLAR-AS1 LHFPL3-AS1 RPL12P19 RPL41 USP17L24 FABP5P7 RPL35AP26 AP000787.1 LINC02060 MIR3142HG LINC00052 HCCAT5 MIR3116-1 ZNF445_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF445_TARGET_GENES KCNT1 ENOSF1 BLCAP HNRNPH1 CCDC144A MGMT GET4 GEMIN7-AS1 ISL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ISL1_TARGET_GENES STPG1 CASP10 UPP2 PROM1 DNAJC11 TFAP2B CYB561 PLEKHG6 CSDE1 FUZ FYN ANLN ISL1 RUFY3 WWTR1 ZNF582 CPS1 ABCC2 PRKCH VRK2 PEX3 ADSS2 TRIO STAU2 C12orf4 HDAC9 DKK3 PLEKHA5 USP36 TRAF3IP2 PKP2 PPP1R12A ATP2B4 TBXAS1 BCAT1 NCKAP1 VMP1 SPHK2 GNAI3 EML1 PKM PMS2P4 PRR11 REEP1 MAST4 TMEM260 CFAP20 PDCD2 TRHDE NFATC3 TXK SRI SEMA3A FNDC3B FRYL PLD1 SART3 PAG1 DYNC1I2 MAP2 ACER3 SYNJ2 FGF20 OSBPL6 SLC1A3 SENP1 EPB41L2 KEAP1 EPHA6 RFX3 SESN1 CLDND1 AFP MEF2C DELE1 WDR70 COBLL1 ERC1 LINC01587 TNPO1 ITGAE PIBF1 TTC39A USP40 MAST2 TMED2 OGFOD1 RTRAF XRN2 SNX5 OAS1 CHGB FUS HEPH NDUFB2 IRAK3 SCFD1 G2E3 HECTD1 LRRFIP2 AAAS NXPE1 PRTFDC1 DDX17 CHKB RBFOX2 COCH POLE2 SRSF5 SRP54 TM9SF1 GINS1 PABPC1L PFDN4 HM13 PIGU FLT1 KATNAL1 SYT17 DTWD1 POP1 PLAT CHRAC1 R3HCC1 FGL1 ECH1 CLPTM1 PPP1R13L TLE6 PDCD5 TSPAN12 PLOD3 EXOSC3 ZFAND5 TRDMT1 SORCS1 CCNY RNF43 NAGLU MRPL27 LUC7L3 DHRS7B PHOX2B SLAIN2 ELF2 CLCN3 TBC1D19 VWA5A UBE4A AIP SLC11A2 ATP5F1B MANSC1 MGP RAB5B NUP107 COPS7A RWDD1 SMIM8 SUB1 PDE4D NPHP3 IFT57 HHLA2 UMPS C3orf52 PLSCR4 SLC35F5 DNAJC27 GCA LOXL3 POLE4 CHST10 IL1R1 FHL2 SLC25A12 THADA PARD3B C1orf21 OLFML3 CD2 NR5A2 RPF1 KDM5B GBP3 RSRP1 FOXO3 ELL2 FLVCR2 SUPT7L GPAM CAAP1 MOB3B MTHFD1L ADRA1A TRIM25 PLBD1 KCNJ8 BCL2L14 RPL21 CCDC18 HNRNPA2B1 VPS26A TSFM ACVR1C FAM124B VAPB ZNFX1 APOBEC2 DMAC2L GTF3C4 DDX31 ATG4C TMX4 AP5S1 KLC1 BECN1 ZNF384 L3HYPDH CRYGN METTL25 RBM48 MYO1B CHN1 ORMDL1 INO80 ICE2 MINDY2 SUMF2 MTUS1 PARP2 EGLN3 CDC16 FAM98C EXOSC2 PPAN ZNF428 HAUS8 PSME3 RPL27 RAF1 PRKAA1 ANKRD17 XAF1 RIDA FLOT2 NIP7 CTNNBL1 STARD13 MKRN1 ZNF767P C12orf29 SPINK5 CCDC59 ZFC3H1 CATSPERB COX16 ARF3 IL6ST SOX5 DSG3 FADS2 ISCA1 CD36 MAP3K7 OS9 NHSL1 PIGC TSGA10 WASHC4 COG3 LMO7 DDX56 STXBP1 RAB30 KNL1 MYPN ATIC OLA1 SLC40A1 SPPL2A FAM13A COPS4 CPNE8 LRIG3 LGR5 DUSP6 POC1B AMDHD1 TDG TCHP TCF12 GCNT3 CDAN1 HMG20A WDR61 KIFC3 TOM1L1 OSBPL1A GREB1L IGFBP4 UFC1 TOR1AIP1 AQP10 LBR RHOB UBR3 COPS7B RETREG2 EIF2A RUBCN VWA5B2 LYAR FABP2 ROPN1L SKP2 LIX1 ATG12 RNF145 FBXO38 CDKAL1 SCML4 SHPRH TIAM2 CREB5 DOCK5 ERLIN2 TRIM55 AOPEP GTF3C5 ADD3 SLC43A1 TTC12 HTR3B KAT14 TKFC DSN1 PPP1R1C SLC7A11 UBE3B FAM177A1 NUBPL PTPRO EPS8 QDPR QTRT2 NR3C2 MFSD6 GUF1 FBXO4 DST SCHIP1 CYSLTR2 ATG10 PFKM NADK2 UTRN PTPRK PART1 MR1 PLA2R1 CMTM7 FBXL2 CNKSR3 CFDP1 CACNA2D1 THY1 TBCEL UBASH3B CEP112 UCHL1 ENAH C10orf90 RABGEF1 DKK2 SAMSN1 C16orf87 RBM45 C2CD6 ZFAND3 FRRS1 MALSU1 GALK2 EIF4A2 CACNA1D DGKI AP3S2 RAB28 PRXL2B RHPN1 LRRC43 RAPGEF6 IFNAR2 DONSON NAE1 CARMIL2 GNE ATAD3B CCDC58 ZER1 SHC1 PSMC2 CLPB TPCN2 ELAVL4 TM2D1 EXTL2 DDR2 DUSP19 SGCB SPATA18 CLDN1 NEK10 CCDC141 NFASC SGO2 RPL22L1 ICA1L CCDC191 ALB RBM47 TTC14 SLC4A1AP KIAA1143 KIF15 LZTFL1 ZNF148 RFC4 ARHGEF3 SLC9B1 BSN HAND2 SLC45A2 LMBRD2 NIPBL STARD4 PRRC1 NDUFS4 DLC1 GPER1 BAALC ZMAT4 MID1IP1 MELK TTC8 DRGX BORCS5 ZFYVE1 COPS2 FRS2 ZNF202 FAM227B IFTAP PPFIBP2 CRABP1 ZNF606 STX3 MAPRE2 SP2 FBXO22 ACAA2 ZNF641 TUBA1C RAB4B GLOD4 DDB1 PLAAT5 MAPK1IP1L COA6 FILIP1L STX18 LETM1 ARL13B RASSF6 METTL15 DTWD2 NLGN1 UGP2 TM4SF4 NANP FAXDC2 CRTAP GABARAP FRMPD2 B3GNT2 SMAD1 NUDT9 SMAGP RIOX2 PAQR8 PKIA NAIF1 UGT2B7 CHD7 KRT15 MCC LRRC8C ENC1 BCL2 MRM3 FRMD5 QARS1 CYCS FRMD3 SYNPO2 CHCHD1 NBEA ANKRD13D KAT5 LRRN3 KDM2A ARV1 AGR3 RCE1 UQCRH MUC13 C11orf80 MARCHF10 RBM4B RBM4 CCS C12orf66 PIGG ZWILCH RPL4 PELI3 AKIRIN1 SLC29A2 KLC2 SNHG29 ANKS4B DRAP1 MRPL48 SLC35G1 AC008969.1 ZFAS1 NIM1K TBL1XR1 HASPIN GBA CD163L1 GALNT11 LINC00314 EPM2AIP1 C5orf64 RCC1 PRKRA ZNF609 PAK2 SKIDA1 YOD1 CLRN3 DHTKD1 H2AW MAB21L2 DIPK2A KCNIP1 TSEN54 EXT1 SPACA6 TSHZ2 SATB1 SKA2 ANXA2 CCDC87 GPR19 SF3A3 RP1L1 TRIM52 TOB2 PCDH9 SLIT3 H1-5 PLA2G6 PROS1 PDE4B ZBTB40 IMMP2L FMNL1 H2BC13 LRRC37B PGBD2 L3MBTL1 WASH3P PBX1 MYBL1 DNAH14 POLR1D MTARC1 ZNF501 RPS23 C1QL4 GCNT1 EPOR ZFP69B EYS BLOC1S5 RBM34 FBF1 NELFB ADAT2 JPT1 C15orf61 ADAM5 SPATS2L ZNF107 IARS1 ESRRG MRTFA TCF4 SNHG17 TLE1 H2AC11 KPNA5 FAM3C SLC39A10 WDR45 ZNF398 PIWIL2 ZNF460 RPS26 RPL37A KLHDC1 MDS2 SPRED2 ZNF583 DDX39B LRBA TAFA2 MT-ND4 DMD RN7SKP184 RNU5F-1 RNU6-335P SNORD48 RNU6-8 SUGCT-AS1 PDCD4-AS1 H2BC18 RIPPLY2 PCMTD2 LRIT2 PFDN6 MRPL38 CASP12 FAM155A ZNF805 RACK1 ST8SIA6-AS1 FAM216A C1RL-AS1 C21orf62-AS1 DNAJC19 ANKRD28 COLQ RNU6-1 MIR193A MIR505 MIR584 MT-TV MT-RNR2 MT-TW DIO2 MIR454 TRAJ14 RNU6-1106P VDAC2P3 C1QBPP2 LIPE-AS1 CPNE1 LINC00887 PLEKHM1P1 CTAGE14P LINC02085 ARHGEF28 H1-12P FCF1P10 MIR1207 SNORA81 SLC12A8 RNU6-554P RNU4-72P VPS52 ABCC5-AS1 LINC01886 LAMTOR5-AS1 AC009518.1 LINC00972 NHEG1 C3orf86 NTF4 LAMP5-AS1 LINC00937 FTCDNL1 LINC02628 BSN-DT LINC00511 WDR46 LINC02832 PCGEM1 NCAM1-AS1 MROCKI HCG20 LINC01515 LNC-LBCS HDAC2-AS2 AL023755.1 RPL41 CRPPA-AS1 EMX2OS C9orf147 PSMG3-AS1 LINC00486 MANCR RPS8P6 COA6-AS1 NDFIP2-AS1 LINC00665 LINC01762 LINC01392 H2BC15 MAPKAPK5-AS1 LINC02623 ID2-AS1 LURAP1L-AS1 LINC01828 NIFK-AS1 LINC02814 AC005550.2 HAND2-AS1 LINC01275 LINC01352 SNORD13 ST3GAL6-AS1 RN7SL193P LINC01471 AADACP1 RN7SL521P NDUFB2-AS1 LINC00877 CRCP PPATP1 AMACR SNHG3 SOX2-OT PPAN-P2RY11 PCDHAC2 RBM12 LINC02202 STX18-AS1 TRIM52-AS1 LUCAT1 SMIM31 AC124017.1 PVT1 EDIL3-DT ROPN1L-AS1 LINC01596 TMEM108-AS1 UCHL1-AS1 FAM86EP RNU6-341P ALG1L13P MIR100HG LINC01495 LINC02441 PPP1R12A-AS1 LINC02412 LINC01146 AL390334.1 BLOC1S5-TXNDC5 TPM1-AS AC010478.1 LINC00261 DUX4 MIR548V STRADA MIR3657 ZNF582-AS1 ZNF285 AC009005.1 NBPF12 MAGIX SPACA6P-AS GAS5-AS1 NUP153-AS1 STAG3L5P-PVRIG2P-PILRB CHASERR C2orf15 ZNHIT3 MIR7702 DGKK H2BC17 RNU11 H2AC12 PPP4R3B H3C11 RPPH1 H2BC7 H2AC4 SNORD22 LINC02034 PRRT1B TBPL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TBPL1_TARGET_GENES ALS2 ARX NDUFS1 NSMAF TRIO TBC1D22A ATP2B4 SMARCD1 ATP1B3 PABPC1 TXK SNRPA MLLT10 TRPM3 PLOD1 KHSRP PXN WDR7 TXNL1 UNC13D TRMT2A RANBP1 TPTEP1 ACOT8 SMCHD1 PGK1 RP2 OLFM4 WDR59 CRYM DNAH11 RECQL5 SMARCD2 VAT1 MDGA1 LAMA4 CDH9 EEF1B2 ARHGEF2 CR2 CCN2 TRIM25 TAS2R9 ACSL3 STAMBP SNRNP27 GFER A4GALT PARP2 TOMM40 TRPM4 TERF2 ZSWIM3 STX6 HUS1 MTCH1 SLC28A2 SEMA6D COX17 FGD4 SYTL1 CYP4B1 POGZ TMEM44 GPC3 PLCH2 TDRD9 EEF1A1 MEGF11 BABAM2 CCAR2 PAXBP1 TAF6L USP24 KIAA1522 SUCLG1 TERT GOLM2 YIF1B FAM83B SLC25A6 DUS1L RBKS ASXL1 ESRRA CMKLR1 NRIP3 NANOGP1 PCNPP5 GBA DALRD3 PRSS36 AP2A2 NAP1L1 THSD4 C19orf54 GARS1-DT NOXO1 SIGLEC15 CCDC154 MYO1C S100A6 CSF2RA RNU6-509P RNU6-805P NELFE ZSCAN5C C21orf62-AS1 RNU6-1 RNU6-1201P TRBC2 RNA5SP252 PPT2 ARHGEF2-AS1 RPL26P34 LINC01980 RPL41P1 MYL6P3 ACTBP1 LINC01307 RSU1P2 NAP1L4P3 NUS1P3 MLIP-IT1 NR2F1-AS1 TCAM1P RPS29P20 MRPS6 PBX2P1 HBB AL136537.1 PHBP14 AC090136.3 OMP APOOP3 YWHABP2 CYCSP39 AL118516.1 HSPE1P5 MIR4277 MIR3147 LRRC37A16P RPPH1 TRBV25-1 SUMO1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SUMO1_TARGET_GENES GCLC KDM1A NDUFAB1 ST7 DHX33 REX1BD SPATA20 LUC7L SYN1 CDK11A RPS20 NME1-NME2 MBTD1 RNF216 SEMA3B MBTPS2 EHD2 MIPEP B4GALT7 PEX3 RPL26L1 VPS13D COL9A2 MRTO4 ZFR NCKAP1 SPHK2 RPL18 BORCS8-MEF2B RFXANK ZNF76 PDE4A SMARCD1 TRAM1 STOML1 DHX8 UFD1 MNT CPSF1 EED NCBP3 DPP8 VPS9D1 MKRN2 KLHL20 ARHGEF1 NFKB2 RAPGEF3 PAFAH1B3 MOK AP4E1 WDR70 ITGB5 DOP1A PDS5B GSTP1 HADHA ATG16L1 ACOX3 UIMC1 DDX18 NSFL1C DZANK1 RPLP0 FUS FLT3LG GOLGA3 TOX4 AAAS CIRBP NDUFB7 RNF215 PPM1F TOP3B TOMM22 VTI1B TRPC4AP PFDN4 CEP76 ZNF629 TRADD LYRM1 TAF1C GSPT1 EARS2 AAGAB IQCH CSPP1 NBN EEF1D R3HCC1 PPP2CB MCM4 ASAH1 PTOV1 ASF1B TJP3 CACTIN CCDC9 KDELR1 CCDC114 MAST1 ETV2 DNAJC2 POLR1F PDAP1 RBM28 KCNT1 EXOSC3 TRDMT1 DKK1 RPL19 PSMD3 C1QBP GOSR1 DRG2 SMARCD2 PSMD11 LRRC59 EFTUD2 TBC1D19 UFSP2 KMT5B MADD KCTD10 NUP107 SUDS3 RWDD1 MED23 WASF1 TFEB BYSL FAF2 BNIP1 CPEB4 CLDN16 SCAP COMMD2 ABCC5 NDUFS7 CCT4 GORASP2 FAM20B ADPRS PIK3R3 NSL1 ARID1A STAG1 KPTN UBE3D TNFAIP3 RPN2 NDUFB3 GTF3C3 ABCD4 DLST SUPT7L WDR11 ALG5 KDM3B SOCS2 COPS5 COIL MND1 RPL21 ZNF205 RWDD3 ARL4A CYREN TSFM NDUFAF4 STX16 BCAS4 ZNF576 AARS2 HROB NUP85 GPR108 SDCBP2 MKKS FAM110A BECN1 WDR24 TUBA4A POR MTERF1 RBM48 SPECC1 DUT SEC14L1 CDC16 USHBP1 YIPF2 EIF3G ZNF341 PSME3 PRKAB2 DHX30 RAF1 VPS4A POLR3F DAP3 USPL1 PEMT KRAS VRTN ARL8B AP4B1 TMEM106C RBM17 SPOCD1 TIMM10 DHX34 WDR36 USP30 REPS1 CCDC142 USP15 DYNC1LI2 TMBIM1 CAB39 VPS36 MED4 RSAD1 TACO1 PSMB7 PIM1 MTCH1 TGS1 NDUFAF1 TTLL7 HADHB METTL5 INTS14 NUP54 ALG10 POC1B TMBIM6 DENR PML POLG UQCRC2 RHOT2 DEF8 NOB1 SCRN2 C17orf64 SS18 WRAP53 CSNK1D MIEN1 SLC39A3 FEM1A DPP9 TIMM29 ZNF614 MAP3K6 ITGB3BP NUF2 RGS5 KCNH1 EIF2D NVL PDIA6 DUSP11 RHBDD1 COPS7B TBCK DDX46 BOD1 FAM50B TPBG CDCA5 ERLIN2 REXO4 GTF3C5 ASB6 FRA10AC1 DGKZ C11orf49 VPS51 MIA2 PIH1D2 NKAPD1 ITPR1 UBE3B VTI1A BEND6 BAG3 C18orf25 SH2D6 SAR1B PRDM8 HNRNPDL SREK1IP1 MRPL39 ANKRD40 TRMT44 RHOC RBM45 PDZD9 KCTD18 LSM11 PTDSS1 SUPV3L1 BRPF1 GATAD1 ST3GAL2 AP3S2 H4C8 ZNF276 PINK1 ADPGK ALDH4A1 GPBP1L1 TMEM69 RRP1 FAM207A MCM3AP ZER1 TLCD1 PCSK7 LRRC71 PSMC2 NOL9 C1orf52 SPATA17 PUS10 MAIP1 VPS72 BOLA3 CLDN1 YY1AP1 PRKCI PSMD6 RPP14 SLC4A1AP SMIM12 TMEM41A NSA2 GFM2 LINC01600 CITED2 INTS1 PHAX PSIP1 FXN PRPF18 VDAC2 COMTD1 TSC1 PSMC3 HIF1AN API5 ALKBH3 NDST2 C15orf48 SNRPD1 CCDC103 RNF214 SMG8 SPINT2 DNAAF3 SEMA6B C19orf48 TMEM68 ATG16L2 MAPK1IP1L ZCCHC4 NKIRAS2 MPLKIP STX18 LMAN2 MRPL1 METTL15 DUS1L RNF150 ZNF212 UBB PFKFB3 TADA3 FAM98B BCL2L1 BPTF RPS7 ZNF554 PAIP1 GNB2 MCRIP2 COPS9 AFF1 SNX32 RPL38 COMMD1 ABLIM3 PPP1R3B AGFG1 CYB561D1 SNHG11 BBS1 AKIRIN1 RIN1 SNHG29 TRAF6 PARL ZNF408 CENPS BANF1 EIF1AD EIF3F ALG10B MRPL48 SSNA1 SPHK1 ANAPC2 VPS37D ACSF3 CHD9 HIC1 SRRM3 GRAMD1C BEND3 FBXO34 SELENOW EXD1 ALOX12B C1orf194 FKRP IBA57 ZNF329 CCDC149 MRPS11 NOP10 SYNM YBEY EXOC7 RPS17 TMEM198B LINC01547 CCBE1 SF3A3 EP400 GUSBP1 TBL3 NUTM1 NOTUM LAMP1 ANKRD46 TMEM222 SMIM29 PDE2A MAPT C1QL4 CHP1 EXD3 CFAP77 CFAP54 SUMO2 NOXA1 ADAT2 SLC35E2B TDRD7 PLEKHG4 XPNPEP3 ANAPC7 HDAC2 COL27A1 SNHG17 MAML3 TOMM20L FAM3C ZNF398 H4C3 ZNF165 SVIL ZNF628 IRF1-AS1 H4-16 RPS4X GET3 OGA YTHDF2 COPS8 TAFA2 IPO9 RNY3 VTRNA1-3 TATDN3 EFCAB7 TAP2 MRPL38 VARS1 ABHD16A PSORS1C1 AC008429.1 DCTN1 C12orf73 THUMPD3-AS1 RNU6-9 SACM1L C1orf220 DNLZ COG8 GTF2H4 DDX47 TSPAN4 FAM187A CDIPTOSP POLR2J4 TMEM242 SYCE3 RNASEK VPS52 BOLA3-AS1 AC064875.1 ANKRD18DP ISCA2P1 WDR11-AS1 TMPOP1 LINC02768 ELOVL2-AS1 LIMD1-AS1 MANCR IPO9-AS1 SNHG7 RPSAP31 FAM133B MAPKAPK5-AS1 SNHG20 MSC-AS1 LINC01829 ABCA17P RUVBL1-AS1 NME1 ARFGAP3 WDR92 LINC00461 LACTB2-AS1 H2AJ AC090061.1 STX18-AS1 BCKDHA LINC02762 CENPS-CORT LINC01385 MINCR PCDHGA11 BORCS8 HTD2 PDE2A-AS1 PXN-AS1 TMPO-AS1 AL158801.2 RNASE4 POC1B-GALNT4 MRPL46 AC096734.2 AC005730.2 AC124068.2 TUBB8 DHX33-DT ZNF213-AS1 SEC22B LINC01140 NAPA-AS1 RMRP SRXN1 LINC01749 H4C12 CWC25 FRG1HP H4C4 ELDR RN7SK RAD52 PDK2 CDKL3 UTP18 WIZ ERCC1 EXTL3 ZNF839 ZDHHC6 GCLM ATP6V0A1 PARP3 LTBP1 POLR3E WNK1 DGAT2 U2AF2 LIMCH1 CNN2 SLC9A7 EML1 HYAL2 PLEKHH3 GRIPAP1 POLR1A KCNAB2 PHRF1 SLC44A1 SMC1A SLC24A1 SRI ACTB ANKRD13A EXOSC5 BZW1 SEH1L TTC39A MAPKAPK5 SLC9A1 PABPC4 GPATCH2 CDC45 MYO9B CBY1 RHBDD3 ST13 FKBP3 CSNK2A1 MROH8 FAM83D MYL12A CDK16 MGRN1 CMC2 UBE2I UBFD1 CDIPT RAB11A CEMIP VPS18 ZDHHC2 PPP1R37 PPP1R13L SF3A2 TIMM44 NAPA HOXA5 BRAT1 BUD31 ANKMY2 SEC61B RAPGEF1 CXCL12 SUFU SMC3 CUL2 ZMIZ1 UBTF RGS9 CDK5RAP3 PPP6R3 CBL NECTIN1 GLI1 PPARD SOD2 C6orf62 RNF130 TCERG1 BCL6 RRP9 CHMP3 IL18R1 PNO1 RPL22 HDAC1 RPF1 RBBP5 ARTN RPA2 POLR1G KMT2A DCLRE1B MYL12B UCHL3 UBE2B TJP2 ALG2 RBBP6 DDX54 ATP8A1 MED20 TRIP10 SYMPK AP5S1 PRMT1 PRRG2 EMC1 PEX1 ADORA2A PSMG2 ARHGAP22 RAB2B CDO1 DOHH SAT1 FCHO1 PAK4 METTL26 UBE4B HAUS8 DIAPH1 LRRC41 PTCD3 UTP3 ZRANB2 PCBD2 NIP7 REG4 LRP4 MAP3K7 DNAJC14 CD164 BZW2 TEX2 WDR38 FRS3 VARS2 FCHSD2 LRPPRC COPS4 CENPE SLC39A8 RITA1 TGFB1I1 SH3GL1 NOSIP ILF2 ZNF300 IGFBP3 SLC12A9 GINS4 ADHFE1 NR6A1 ITPRIP CELF1 CCT5 ATPSCKMT C2orf50 UBC NOCT CACNA2D4 KCTD14 UPF2 CWC27 CDYL CFDP1 NUS1 ENPP3 CCDC144B CCDC144CP FAM126B MTERF3 PDE6D PAXIP1 RAB28 PAFAH2 WASF2 RIBC1 FBXW5 RUNX1 ANKRD18CP CCDC107 TOR2A PLXDC1 PRPSAP1 FMNL3 RNASEK-C17orf49 CLPB SYVN1 ZFPL1 PEX13 TYW5 CFAP221 INAVA LINC01116 PPM1L MTMR14 WDR43 TASOR SLBP AIMP1 STK17A RPS14 CDCA7L OXR1 FBXO33 SNAPC4 ZNF219 FRAT1 TCP11L2 DPCD RAG1 CENPN ZNF3 TMEM170A NYAP1 IRGQ MFSD3 OTUB1 MGAT5B ABCA3 RAB3IL1 CDC40 MAT2A XPO6 ROBO1 OTUD3 SIK2 FOS GSTA4 PKIA XKR6 NPTX1 MTBP MRPL13 SCAI UQCRH ARHGAP1 MED16 ATG13 SUGCT RBIS MIR7-3HG C8G ZBTB34 CASKIN2 POLR2L ARL6IP6 SNX18 SAMD4B FUCA1 TIGD5 HARBI1 POLR2A FRAT2 ACBD4 TSEN54 EPHB3 EWSR1 OSBP2 FAM227A CA13 BRWD1 PTCH1 PTMA THSD4 FANCM ZNF490 C11orf95 DCUN1D3 COMMD6 TMEM201 TBC1D28 HMGB1 PRPF40A CACNA1H ERI2 PCBP2 H4C11 BCO2 ELOVL2 QRICH1 IBA57-DT SMIM5 DISP3 C4orf47 CNEP1R1 DENND6B TRIM59 ATP6V0CP3 ANG ALOX12-AS1 RNU2-37P EPB41L4A-AS1 KCNIP2-AS1 AC092802.1 SRRM5 SNAP25-AS1 HDAC2-AS2 ZRANB2-AS2 RPS18 AL354761.1 PRKG1-AS1 NR2F1-AS1 KIFC1 RNU7-27P ISY1 RPL7P41 ARPC4 LINC02453 AP001922.1 ARPC4-TTLL3 RNU7-29P CERNA3 AP003390.1 STX16-NPEPL1 LINC02324 BRWD1-AS2 FNBP1P1 AL139021.2 AL132639.2 LINC02332 AC023355.1 AC069224.1 AC117382.2 ISY1-RAB43 LINC01569 OR1F1 MIR3185 AP005329.1 SUZ12P1 AC022098.1 PTOV1-AS1 SLBP-DT AL390955.2 PAXIP1-DT MIR4727 H3C6 LINC02340 MIR6781 UBE2I_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/UBE2I_TARGET_GENES NME1-NME2 SYT7 VIM RPL26L1 STOML1 DHX8 LNX1 KDM5A GNAS SLC9A1 NDUFB7 GABPB1 R3HCC1 CCNJ GOSR1 BCL6 MRPL19 SLC35A3 ARID1A USP35 GTF3C3 CCDC77 STX16 SNRPB ZFP36 SHFL DNAJB1 TTC5 FLOT1 RPLP1 PML TGFB1I1 MTF2 NUF2 RGS5 SDE2 DUSP11 RBM45 PDZD9 RPP14 PHAX PRPF18 METTL15 NUDT9 FAM98B QARS1 RPL38 HRAS KLC2 BDNF CDCA2 BRWD1 PCBP2 ZNF165 QRICH1 AC008429.1 RNU6-921P AC025171.2 ENTPD1-AS1 SNRPFP2 LINC01719 NME1 ARFGAP3 GABPB1-AS1 STX16-NPEPL1 HTD2 BRWD1-AS2 IER3-AS1 RNU11 H2BC3 YBX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/YBX1_TARGET_GENES MSL3 MARK4 PAFAH1B1 AHRR PKM ARHGEF1 AACS SLC7A8 DDX17 ZC3H14 UQCC1 NECAB2 KCNN4 CD37 KCNT1 CUEDC2 DDX5 MAPK10 MLEC CHD4 MLPH CHD5 SLAMF1 RBBP6 CBX3 HNRNPA2B1 BTN2A2 HOXD11 TRPM4 TNNT3 POMP DGLUCY IL6ST EPC2 SLC22A7 C11orf1 CASP6 CLSTN3 SLC7A1 TMC6 RPS8 ZNF773 ASAP1 ZNF18 AGPAT5 CLIC2 EEF1A1 ZNF233 EFHB PTPN13 GUCY1A1 SEPTIN8 CASP7 GLB1L3 BRD7 TSC22D4 YIF1B PTAFR GABARAP NEUROG2 LINC01869 FSCN2 SRSF10 RNA5SP453 RNVU1-32 MT-TP TRAJ28 CES5AP1 MUC12-AS1 FDXACB1 CEP95 SNORD55 NOP53-AS1 RIMBP3 PITX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PITX1_TARGET_GENES SCYL3 CYP51A1 BAZ1B SPRTN NCAPD2 PTBP1 UBR7 GPRC5A COX15 CENPQ ARID4A MAP2K3 BOD1L1 PARP3 NOP16 R3HDM1 RFC2 FAM114A2 PPP1R12A APPBP2 ERBB3 KDM4A STOML1 SDHA RBM7 ICAM3 TULP3 ZCWPW1 AGBL5 RAB10 DIMT1 IPO11 UIMC1 ANAPC5 RPLP0 BRAP MLF2 SPAG7 MFSD11 CBX5 IKZF5 EFHC1 ZNF184 CDC7 PPIL2 SAMM50 DESI1 ATP6V1D PPM1A MTHFD1 CSNK2A1 SLC52A3 DHODH ESRP2 UBFD1 EARS2 AAGAB IQCH HERC1 RAB11A VPS18 FBL DMAC2 SYNGR4 GCDH LSR CADM4 SMG9 ABHD11 RHEB TFAM TUBD1 RPS6KB1 OCIAD1 TBC1D19 SLC22A18 PSMD9 SLC11A2 MLEC MVK ITFG2 NAA25 DDX55 SLC38A1 MRPL51 GAPDH TMEM14C MAPK14 RPS12 APBB3 IK THBS4 TTC1 LNPEP PPWD1 HMGXB3 BNIP1 PCCB GNAI2 RRP9 EIF2B4 SNX17 COQ10B SLC25A12 ORC2 TCEANC2 TMEM59 ZBTB17 EXOC8 DARS2 ANKRD13C CUTC CENPL SERP1 ZRANB3 NT5C3A ATP7B CENPK MCEE MPHOSPH10 PRMT1 IPPK PPCS YEATS4 EMC4 KLHDC10 ASH2L CRB3 CEP85 MED18 NR1H2 MGAT1 NDUFA2 SNRPA1 EIF2S1 CCNB1 THUMPD3 KATNBL1 SYNCRIP HNRNPA1 LMO7 NUP42 BUD13 TMEM62 SELENOI ACTR2 ATAD1 VAMP1 TAPBPL TMEM19 TDG MMAB ZNF740 ARMH4 WDR89 MAN2C1 PML ABHD2 UQCRC2 MBD1 CCDC97 IFNAR1 DTL INTS7 GUK1 ACKR2 ECE2 GIN1 PPIP5K2 SLC30A5 DDX46 FBXO38 G3BP1 HIGD2A MMUT MEPCE AK3 DNAJB12 PPRC1 FADS1 ALDOA FSIP1 AMN1 SPEF2 SREK1 RABGEF1 FBXL18 PCDH1 SLC38A10 BRAF CFAP298 ADPGK PRMT2 RUSC1 FBXL13 SRSF2 TMEM143 SLC25A45 LZIC MRPL55 TSACC CCT3 ANKZF1 ELP6 PGGT1B GRPEL2 UBLCP1 AMN LEO1 ZNF3 RCCD1 FBXO22 MVD SERTAD3 RAB4B GLOD4 AHCYL1 FEM1B PCSK9 GUSB TMEM42 GON7 PA2G4 ARL6IP1 ARMC10 RNF34 PPM1D RAB4B-EGLN2 ENC1 MRM3 FRMD5 DMXL1 OXSR1 COMMD1 ADGRF3 NMNAT1 EIF1 ZNF497 VCPIP1 LSM1 SLC35E3 SLC35A4 DLEU1 CCDC121 VSIG10 IL17RA STAP2 SPTY2D1 SHARPIN MAF1 SEPHS2 CAPS2 C5orf24 RPS17 RABIF RBM12B TTC32 CMSS1 FAM174B ANKFY1 ARAP1 LYRM7 HYAL3 PTMA ZNF669 BLOC1S5 UBE2Q2P1 SPATS2L ACADSB SRGAP3 XRCC6 C20orf96 PPTC7 ZNF398 PSMD12 HHLA3 FAR1 MAK16 GPN1 SELENOT ATG9A MIR375 RNU5A-1 RNU6-681P AGPAT1 MSH5 C12orf73 ITSN1 CRYZL1 RNU6-1 EWSAT1 CLIC1 ALG3 FIS1 STARD10 CD27-AS1 CROCCP2 FNIP1 AC097468.1 NOL7 GTF2IRD1P1 DLEU2 AGBL5-AS1 CTC-338M12.4 PRMT5-AS1 COX19 RN7SL521P NAA80 AC011346.1 ALG11 AL157756.1 BRK1 GAU1 PXN-AS1 ITFG2-AS1 PSMA3-AS1 BLOC1S5-TXNDC5 AC011921.1 LINC00933 SNAI3-AS1 CFAP298-TCP10L LINC02427 AC013400.1 PPP4R3B CCDC163 MPND MFAP3 ZMYND12 PIP5K1B MANBA KIAA1549 EEF1A1 DUSP19 CCDC127 UBTD2 MST1P2 SNORD101 RPL39P40 SMIM2-AS1 TRIM26 LINC01952 RNA5SP473 FAR1-IT1 MIR5091 H2BC7 SRPK2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SRPK2_TARGET_GENES FARP2 DYRK4 FAM184B BCAT1 PFKP CLEC2D RORA DLG1 THOC5 RAB2A MAP4K1 EZH1 UBE2D3 SOS1 FMO6P GDA THOC2 TBC1D27P ACSS2 KRBA1 VARS2 SYTL2 SLTM GIT2 HSPG2 ATP6V1C2 CISD2 MMAA NMT2 C7orf31 FMN2 DRAM2 LRRC43 ANKRD30BL ADAMTS9 CDCA7L VCP TCP11L2 SLC22A11 HR PTGER4 SPTLC3 MYOZ2 SPTBN2 MAB21L2 MROH7 ZNF840P TARS3 DCC CIBAR1 BTBD8 HOXC6 OR2L3 LRBA C6orf47 ZNRD1ASP RNU1-8P GTF2H4 LINC02142 LINC02052 LILRB1-AS1 LYPLAL1-AS1 PGBD4P8 LINC01653 SYNJ2-IT1 EIF4HP1 HTR3E-AS1 LINC01877 RNU6-274P LINC00877 LINC02114 IGHVII-40-1 LINC02740 KLRF2 LINC00640 AC113208.3 LINC01613 RN7SL375P LINC01478 CYCSP41 IRX3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/IRX3_TARGET_GENES LASP1 RETSAT NOP16 CIC UQCC1 C19orf44 EIF4G2 AMBRA1 RPS13 COPS7A HSPA9 CLK4 RAD1 BRIX1 ELMOD3 NSUN4 FAM53C TNFSF9 ATP13A4 MPDU1 TOMM40 USPL1 PRPF4 CTDSPL2 PSMA5 HIGD2A ARMT1 UBC RMND1 CDC25C ARSK GLOD4 FEM1B MRM3 CDC26 CLDN7 SEMA4B HEXIM1 SRSF10 HMGB1 AC016876.1 FAM133B NEAT1 AC116535.1 LINC00992 AC025043.1 CALR3 CATSPERG ECE1 SP8 TTC37 LIN52 NKX6_1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX6_1_TARGET_GENES ABCB1 EFHC1 MFNG TOM1 ADAP1 DHX40 PSMD9 GNPTAB CLPS MYG1 IGFBP6 STX8 DNAH10 RN7SL472P LRRC34P1 LINC02136 LINC02564 MLPH RBPJL BARX1 SPACA3 FBXO38 ACOT11 COL6A3 CD300A OTUD7A SYCE1 PCGF3 PLCG2 COL6A4P2 FBP2P1 LINC02251 ATP5PDP1 PRKDC_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PRKDC_TARGET_GENES NIPAL3 AK2 MSL3 PHTF2 PAF1 FAM76A BAZ1B STARD3NL ZNF200 FYN AKAP8L ERCC1 PNPLA6 FUT8 MAP2K3 THAP3 TDP1 HSPA5 R3HDM1 HERPUD1 MSMO1 KIF1B GDI2 CREB3L3 GUCY1B1 ELMO2 MED29 RNF4 TMEM161A ABCA7 PMS1 MTHFD2 YBX1 PPP2R5A KDM4A NFYC TP53BP1 ROGDI HDAC4 OTUD5 PRR11 VPS35 KCNAB2 AP3M2 TESK2 OSBPL3 ATP6AP1 TCF3 HLTF PRKACA ACTN1 ENO1 FRYL MLH1 UNG XAB2 ARHGEF1 TOP2B EXOSC5 LRCH4 FAM76B ARAF CIC DNM2 STX7 SESN1 C5orf22 NFE2L1 XPO1 RNF13 STARD7 WBP11 MRPL28 NLK RFX2 CNOT3 KHSRP C3orf18 ANAPC5 RPLP0 OTUB2 AARS1 RBM27 SPAG7 ORC6 HNRNPC UPRT CDC23 CBX5 NUBP2 SRPK1 BRPF3 TSPAN15 SETD1A CIRBP POLRMT GADD45B ARVCF HIRA HPS4 ANKRD54 GTPBP1 SUN2 DNAL4 PACSIN2 MYH9 TNRC6B IFT27 FKBP3 TRIM9 EIF5 ZFYVE21 MTHFD1 RPS6KA5 C14orf93 PABPN1 CHD8 DCAF11 EMC9 NFATC4 SEL1L2 MROH8 PXMP4 AHCY FAM83D ACOT8 PLS3 CDK16 MGRN1 MON1B ZNF174 UBFD1 EARS2 TTC23 TRPS1 KCTD9 GYS1 HNRNPL RELB PPP1R13L ERCC2 DMPK TIMM44 CCDC61 ANKRD27 YJU2 HNRNPUL1 PLIN3 CYTH2 LENG1 RPL18A RAB3A COPE DDX49 KXD1 HBP1 H2AZ2 HIBADH FKBP14 CHCHD2 FBXO24 GLCCI1 MEGF9 TLE4 SFXN3 GBF1 SUFU UBE2S RAB5C CNTNAP1 DCUN1D4 WFS1 GRPEL1 OSBP NRXN2 ANAPC15 NUP98 PPFIBP1 ATP5F1B ITFG2 COPZ1 CAND1 RAB5B CDCA3 USP5 RSPH4A MRPL18 MCM3 SIM1 HMGCS1 ITK CCNG1 DROSHA TCERG1 GNAI2 BBX DNAJC27 CENPA RTN4 EHBP1 PPP1R7 PASK ID2 PLCL1 ORC2 ARID3A MRPL37 SFPQ TMEM9 SLC2A1 ABCD3 STK11 RPN2 NEK6 DCAF4 ACYP1 TTLL5 ZC2HC1C SLF2 TCTN3 GOT1 KANSL1 FAM117A CEP89 ZSCAN18 ZNF211 ZMYM2 ZSCAN20 ZRANB3 FAM126A ARL4A AKR1D1 DDX39A ORMDL2 AMD1 COQ8B CHD6 PLCG1 PAIP2B TCP11 CNOT1 TMTC4 HS3ST3B1 SLC25A19 TRIP10 GPR108 PANK2 RRBP1 HNRNPR ZNF436 DYNLRB1 TMEM53 XRCC3 COX6B1 PRMT1 DLGAP5 HSPA2 CANX TRAF2 ABHD8 KDM4B AAMP PNKD RNF6 HIP1 TUBGCP6 ORMDL1 TTBK2 IVD NGDN NRL DOHH PGPEP1 OSBPL2 TMEM160 SHFL C12orf65 RBM39 ARHGEF9 ZNF141 HACL1 ANKHD1 TRAF7 NPHP4 TOP2A FAAP24 ZSWIM4 RFX1 DCAF15 PER2 NXT1 PTPRA ZSWIM3 DCTN4 ZMYM5 WASF3 MYH10 SLC41A1 KMT5C C1QTNF6 NUMB SORT1 TRIM45 RELCH FBH1 ANKRD16 STT3A HAVCR2 TRAFD1 TMEM60 DNAJC14 GLS2 HNRNPA1 OS9 PRADC1 CCT7 NMT1 DCAF7 ACTL6A RALGPS1 SLC2A8 DPM2 IL11RA DNAJB5 MDC1 SLC37A4 SELENOI PPM1B ACTR2 LRPPRC GLCE PCDH10 COPS4 PPP3CA CLSTN3 VAMP1 INHBE SLC15A4 SLC46A3 LMBR1L DIAPH3 EFCAB11 ANP32A NCOA2 SCAMP2 ABHD2 TGFB1I1 CDR2 MEAK7 ZSCAN32 COPS3 BCAS3 RAB40B CEP131 SLC39A3 EVI5L PGD TINAGL1 CTTNBP2NL ZNF687 TARS2 ANP32E ENSA GOLPH3L DUSP10 SLC39A1 CREB3L4 GATAD2B INTS3 PDIA6 HNRNPLL SFXN5 COPS7B CTDSP1 METTL14 G3BP1 MTFR2 C7orf50 KDM6A NONO SNX12 RBMX SLC25A25 POLR3A BTBD10 PGAP2 AASDHPPT INCENP DOC2A MTMR12 GPR158 NR3C2 ZNF776 ZNF837 PLEKHH2 CAPSL SRP19 CETN3 ING1 UBP1 PPP2R5E BUB3 SLC25A28 DBI RNF20 SLC26A2 MED7 VBP1 WHAMM ZDHHC5 MED19 KAT6B ZNF689 PDE6D RPUSD3 SSBP3 DDX19B CCNB2 LDLRAP1 NCK1 RHPN1 ADAMTS4 NDUFS2 TOMM40L EPB41 PKNOX1 ZNF66 SPATC1L ZNF714 CFAP157 SHKBP1 ZDHHC12 ZBTB7B FLAD1 NLRX1 GBAP1 PMF1 MAML1 SPC24 EIF4A1 POLR3K SNRNP25 SPSB3 DHRS3 SCNN1D DNAI3 RBM15 CGGBP1 TSACC CCT3 ANKZF1 HDAC11 PPM1K ZNF691 CDC25A PITX2 CEP44 ERAP1 CREBRF BMT2 LMTK2 MED30 OXR1 LETM2 HNRNPK PGAP4 RPL36AL CEP57 C16orf71 WBP1L CYB5A ZNF143 IQCD SLFN5 PCLAF AKTIP SP2 COQ7 KATNAL2 ZNF91 TEPSIN RAB8A GATAD2A ANKRD11 PROSER3 DAPK3 CHAF1A HDGFL2 WDR81 SPRYD3 CDK2AP2 ANKS3 MGAT2 RFWD3 STIP1 PHYHIP HEXIM2 TRAPPC11 STAT3 ZSWIM1 MECP2 LMAN2 SIN3A SDC2 CCDC8 UGP2 BTD PWWP2A FAM161A SIX2 IRF2BP1 RNF34 ATF7 AKAP13 MSANTD4 NDUFA3 NAIF1 KRT15 CDK5R2 SPATA5L1 GATM FRMD5 SRGAP2C DRC3 EIF2AK3 MACROD2 BPGM STARD5 SNX32 PDP2 SP3 OXSR1 DCAKD ZNF680 FAM222B MAP3K11 ZNF417 PTPRM ADGRF3 PC SCAI JUP EIF1 GOLIM4 SWSAP1 RBM4 RGMB ZDHHC24 PRPF8 HRAS YIF1A UBE2C ZNF654 PHYHD1 ZNF519 TOM1L2 ZNF77 RUVBL1 IP6K1 RTTN USF3 SCAND2P NFATC2IP ZDHHC13 MIEF2 NR2C2 GRB2 ARL6IP6 EPM2AIP1 MAF GTPBP6 ZNF552 RMI1 PER1 CALR SHARPIN MAF1 MROH1 SERTAD2 ZNF154 MYLPF ZNF443 SSR4 BBS12 SLC25A42 TLCD5 ZNF678 TMEM45A ZNF875 ZBTB20 TDRKH CREB3L2 ATP6AP2 KBTBD3 GLRX5 RWDD4 SKA2 C16orf72 ZNF721 C12orf60 RUVBL2 DAZAP2 TANGO2 KLHL25 KMT5A CCR10 CDCA2 AMER1 SEMA4B RAB11B CCDC137 SP1 ZBTB3 ARL17A CYP2R1 C2orf76 ZNF555 RGS9BP NF2 MIR22HG ZNF732 TPCN1 PDZD7 KANK3 PLCD1 RSBN1L ERC2 LRRC74B ZNF626 ZC3H6 TUBB4B IER5L NBR1 ZDHHC9 ZNF563 FAM120AOS FAM111B LITAF JPT1 FHIT ZNF724 KIAA0895L MPHOSPH8 PPIA ZNF493 ZNF774 PTPN1 ZNF799 PRPF40A MRTFA ZNF431 ZNF418 PDLIM7 AP2A1 WDR45 ZNF100 ZNF441 ZNF682 PCNX3 ABCB8 CH17-340M24.3 HNRNPAB ZNF695 RAB40C PIGN ZNF44 SPG7 ZNF823 MPZL1 GRK6 HMGN5 SLC29A3 ZNF442 GET3 UVRAG ZNF587 ARMH1 EIF1AY MTOR FICD LTN1 PRC1 MAP3K3 ATG9A PJA2 TDRKH-AS1 INPP5B MACO1 OXLD1 COL5A2 RNF5 AGPAT1 NOL4L-DT ZNF814 LINC02210 LINC00654 SARNP PRR13 LCMT1 ITSN1 CRYZL1 JPT2 THUMPD3-AS1 SNORD60 ARHGAP19 TMX2 LIPE-AS1 ZNF726 NAXD PLAC9P1 ZNF788P APTR BX322639.1 CYB5RL H1-12P CCNL2 HDAC4-AS1 LAPTM4A-DT DNAJC27-AS1 CETN4P MRPL20-AS1 NDUFAF8 FGD5-AS1 LINC01535 SMIM2-AS1 RBM15-AS1 ARL17B PANK2-AS1 ZNF492 PET100 ENO1-AS1 ELN-AS1 ZNF687-AS1 LINC00665 PDXP-DT STXBP5-AS1 EIF2AK3-DT LINC01952 C19orf81 ID2-AS1 HGH1 GNAS-AS1 C10orf143 NCK1-DT CASTOR1 WBP1 PDXP C22orf39 ETV5 HDAC11-AS1 PPM1K-DT H2AJ RGMB-AS1 SNHG10 OIP5-AS1 BCKDHA PCP4L1 CCDC153 ACTN3 FMN1 ZNF564 AC112204.2 ZNF718 ABCA11P RHPN1-AS1 FLJ20021 ANKHD1-EIF4EBP3 AP001636.3 UVRAG-DT AC093510.1 PXN-AS1 ZNF486 AP001160.1 ITFG2-AS1 ACTN1-AS1 AL049869.2 TMC3-AS1 AC051619.4 PMF1-BGLAP SNHG19 LCMT1-AS1 AC092338.2 LINC01572 Z83847.1 AC005837.1 AC099518.4 TMPOP2 NFE2L1-DT LINC02210-CRHR1 AC018521.5 MIR4479 ZNF790-AS1 ATF7-NPFF AC005264.1 LIN37 AC132192.2 AC005759.1 ZNF587B RAB11B-AS1 ARHGAP19-SLIT1 SRXN1 CHASERR TYW1B PSMB3 DNAJB5-DT MIR6860 STPG1 HSPB6 APBA3 BRCA1 DERL2 GTF3C1 RPL6 KDM2B FXYD5 ALKBH5 NLRP1 SIRT1 SEC14L2 ZNF423 ARMC6 PLEKHA8 PHF14 POLR1G TCP1 ADGRB2 ALKBH7 KRT36 PDLIM4 VSTM2L CARS2 AHI1 ESR2 DHX38 ADAMTSL4 NR6A1 ST6GALNAC6 SAFB TPM4 AXL SETD5 TBC1D10B ASXL1 BCL2L1 ORAI3 PRR15 MEX3C ZBTB38 TMEM198B SEPTIN9 PMEL PTMA FAM72B RHCE TLE1 P2RX6P SNORD59A MIR638 AL109918.1 H3C9P TIGD1 RNU2-17P TRAPPC12-AS1 SBDSP1 SLC2A1-AS1 LINC01972 KANTR LINC00642 MFRP INMT ZNF436-AS1 INMT-MINDY4 AP002748.4 MIR4999 METTL14-DT FOXO4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXO4_TARGET_GENES NME1-NME2 MRPS10 TNPO3 TNFRSF1A IP6K2 ASNS NOTCH3 GOLGA3 PPP2R3C FBXL19 PPIL2 EIF3D SDR39U1 PLOD3 MRPL27 SUB1 CEP70 CYB561D2 ASB3 COQ10B ZBTB45 EMC3 POLR1B FBXL12 CHAC1 PEX11B ZSCAN5A ANKRD17 IPO8 LARS1 CDK4 C2orf49 IGF2BP3 NUP42 RPS6 RAB30 CTDSPL2 SECISBP2L SEC31A ETV6 ABHD2 MANF KLHL8 RPS3A SLC12A9 DSN1 ENKUR PTPRO POC5 EME1 MOV10 RAPGEF6 LMNA LARP4 HMGB2 PGGT1B UBAP1 VCP CCT2 FAM234A THAP9 ZNF440 FGGY TRIB1 C12orf76 MSL2 APOLD1 KLHL28 GRM8 IST1 SKA2 THAP7 MRPL30 ZNF563 BLOC1S2 PPIA UBL5 SPRED2 TOGARAM1 RNU5E-1 RACK1 MARCKSL1P1 DNASE1 WEE2-AS1 TMEM253 LINC01392 ZBED5 UNC5B-AS1 NME1 ERICH6-AS1 MRPL33 RAB30-DT THAP9-AS1 HOXA10-AS AL132780.2 RDM1 LASP1 UPF1 IBTK CDKL3 NCAPD2 GIPR ERCC1 ALAS1 BCLAF1 EIPR1 TPR LIMA1 MSMO1 TNK2 DHX8 PRR11 POLR1A ERLEC1 EED MLH1 MAP2K7 CDC14A CIC FDFT1 ERP29 MLF2 TMED1 HSD3B7 SH3BP1 PPP6R2 ZMAT5 SAMM50 PRMT5 SRP54 PRORP ZNF821 PSMD7 ESRP2 RAB11A GABPB1 TNFRSF10A ATP13A1 SSBP1 PTCD1 WASL ZNHIT1 PSMA2 TWNK PITRM1 B9D1 DHRS7B RPS13 LTBR COPZ1 MRPL51 TBP HARS2 TARS1 NPRL2 NCBP2 ATF2 GALE FBXO30 HSDL2 CCDC77 PLBD1 NT5C3A EEF1AKMT3 BAZ2B CKS2 MOCS3 SLC25A23 NR1D1 PALLD AJUBA PARP2 MAP1S CLIP1 THOC6 KMT5C RELCH DHX34 UBQLN1 CAPRIN1 DNAJC14 KRT7 PKIB SCYL2 FPGS SELENOI SLC35A5 TAPBPL SERF2 ZSCAN29 LRRC46 FOXK2 BRD4 PFKL FEM1A TMCO1 ENSA UBAP2L CREB3L4 SCRN3 USP53 RPL37 ARMT1 PURB ERLIN2 MRPS28 EBAG9 DLAT TMEM18 TMEM267 TRIM11 TSEN2 RMND1 PCDH1 SH3RF2 ODR4 BRAF CNNM4 MITD1 UBE2Z BSDC1 CHTOP DPY30 ANTXR2 AIMP1 NDUFS4 FBXO33 TK2 MGAT2 AHCYL1 FASN SOCS5 POP7 STARD5 MAP3K11 FKBP2 MRPS22 CENPS EPM2AIP1 PARP10 EMC3-AS1 COPG1 TBL3 ZFP91 ZNF395 RPS19BP1 PTMA NCOR2 NACA ZNF398 PCNX3 ZNF628 PIGN ZNF770 RNU1-134P SDHD EHMT2 TRIM31 MZT1 MIR200C GNRHR2 ATF6B C19orf38 CD27-AS1 MIR933 LINC00431 MIR194-2HG TPI1P2 THAP7-AS1 CCDC144NL-AS1 LINC02331 FBXO30-DT LINC00941 RN7SL346P HOXA11-AS ATP5MF NEAT1 AC100861.1 ZBED5-AS1 ATP5MF-PTCD1 MCPH1-AS1 SNHG21 CENPS-CORT MPV17L2 ZFP91-CNTF SNHG1 AL132780.1 FNTB SRP54-AS1 TPM1-AS AC051619.4 AC025043.1 SNORD95 AC006116.7 NCBP2AS2 LINC01954 PPP4R3B-DT C2orf49-DT H2AC8 TFAM_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TFAM_TARGET_GENES ARHGAP15 SLC39A10 MT-ND6 MT-CYB MTCO3P12 MT-ND2 MT-ND5 MT-TF MT-TI MT-TM MT-TH MT-TS2 MT-TL2 MT-TE MT-TT MT-TP MT-RNR1 RPL18AP8 MTND4LP19 MTND1P14 MTND1P11 MTND1P9 MTCO1P25 AL669831.3 MTND2P4 MTND2P16 MTND4LP1 MTND2P24 MTND4P24 MTCO1P45 MTND2P8 MTCO1P12 MTND1P30 NMTRS-TGA3-1 MTCYBP18 MTND4P12 MTND2P33 MTND5P11 MTND6P4 MTCYBP35 MTND1P22 RNU6-656P MTND1P36 MTND2P38 MTND1P6 MTRNR2L9 MTRNR2L8 MTRNR2L1 MTCO1P2 MTATP6P3 MTND1P15 MTCO3P13 MTRNR2L12 MTATP6P2 MTCO3P22 MTND3P19 MTND5P10 MTND1P7 MTND1P37 IRF9_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/IRF9_TARGET_GENES SCYL3 C1orf112 CFH FUCA2 STPG1 ALS2 RBM5 VPS50 UPF1 TSPOAP1 AGK CD79B RHBDF1 CACNA2D2 DNAJC11 HEATR5B REV3L POMT2 DYRK4 STARD3NL SLC6A13 FYN UTP18 LARS2 ANLN QPCTL BRCA1 ERCC1 EXTL3 CALCOCO1 ANGEL1 CD6 MDH1 CCDC88C YAF2 MATR3 IGF1 CYP24A1 OSBPL5 ZNF839 GRAMD1B RB1CC1 PHF20 NR1H3 RNASET2 CD44 PRKCH SH2D2A VEZT ARID4A ZCCHC8 ABCF2 ATP6V0A1 RNF19A TBC1D23 BOD1L1 TRIO TNC AP2S1 JADE2 LCP2 CTNNA1 FAM214A CC2D2A ARID1B NFE2L3 HERPUD1 POLQ HEBP2 FOXN3 MRTO4 KCNQ1 PHPT1 TBC1D22A KMT2C ATG5 PITHD1 ATP11B PPP1R12A NDC1 CDK17 CTDP1 ACAA1 BCAT1 GPBP1 DGAT2 ELMO2 SLC6A16 SPHK2 EPN1 TM7SF3 SPA17 AP3D1 ZNF76 IPO5 PDIA5 NDUFB4 SNAP91 CYB5R4 YBX1 ELOVL1 GOLGA5 FGFR2 ATG2B ZFAT MTFR1 TNFRSF1A METTL22 RHOA IARS2 HEATR6 ATP11A STON1-GTF2A1L SRBD1 PSME4 BCL3 RAB27A UFD1 LRP6 PFN2 FSTL3 ST6GALNAC1 LNX1 TFRC TRHDE TRNT1 FBXW11 XRCC1 GSDMB ADAM11 PTGS2 NSF CDHR2 CA12 BCS1L DPP8 ARHGEF10L KCNQ2 EIF4G3 ZNF638 FRYL ARHGAP15 BAZ2A FMO4 RAP1GAP CAPZB MAP2 PIK3C3 EPB41L2 RIMS1 SMARCA2 RDH8 RBL1 CXCL2 STK17B JMJD4 MPP4 BZW1 PALB2 PLOD1 SMAP2 REST APLP2 COL16A1 SLC25A24 ORC1 CHERP POMGNT1 RAD54L MAST2 NFX1 FOLH1 SNX10 PSMC5 MMP2 SH3BP2 GMCL1 SF3B2 COQ9 TESC GCN1 FUS HEPH LTBP4 CCNK PABPC4 PLEKHG2 LAMB1 SLC26A3 WDR7 TXNL1 IL5RA ITGA6 ZFHX4 OSGEP HECTD1 HNRNPC DAZL WDR76 PHGDH CDC45 ADA2 XYLB FMO2 SUCO HOOK2 BTAF1 TREM2 FKBP5 TMEM14A EFHC1 CDC7 TMED1 PALMD OCEL1 MED15 TBC1D10A PES1 CARD10 SOX10 POLDIP3 HMGXB4 THOC5 MCM5 APOBEC3H ZMAT5 GRAP2 EP300 TRIM9 PLEK2 RIN3 PPM1A GALNT16 ASB2 GSKIP TRIP11 NFKBIA TRPC4AP ABHD12 UQCC1 PABPC1L BMP7 PSMA7 EEF1A2 TRIB3 SAMHD1 CST9L DHX35 ACOT8 POLI TBL1X STAG2 RENBP PGK1 NALCN PARP4 FLT1 DGKH MGRN1 LYRM1 ZNF423 SETD6 COTL1 GGA2 USP31 DNAJA3 TMC5 VPS35L CTSH FAM189A1 GABPB1 TJP1 SPG11 INTS9 DECR1 NIPAL2 IKBKB ESRP1 SPAG1 UBR5 EEF1D ERI1 PPP2CB NEFM ARHGEF10 KLHDC4 TULP2 MAP4K1 CLPTM1 MED25 TIMM44 TNNT1 SYDE1 FSD1 CLIP3 DENND3 BABAM1 CARD8 PRPF31 TFPT FKBP8 ITGB8 WDR91 STEAP1B ZC3HAV1 RNF32 LMBR1 STX1A GARS1 CHCHD2 PDAP1 BUD31 EIF3B SNX8 PTPRZ1 CLDN15 PHF14 TMEM248 BCL7B SPATA6L PLGRKT KDM4C DOCK8 KCNT1 TYRP1 MPDZ DDX58 GLIS3 APBA1 BCCIP RPL28 CASC3 DHX40 KPNB1 CAMTA2 PSMD11 HDAC5 TMEM33 SULT1E1 INPP4B GAB1 UFSP2 SC5D SIAE UNC93B1 NRXN2 ST3GAL4 CCND1 HIPK3 COMMD9 EXPH5 HPS5 POU2AF1 PRDM4 KCTD10 ACSS3 VPS29 SH2B3 OAS3 CDCA3 PRKAB1 RFX4 FAM184A HDDC2 NCOA7 ULBP1 OPRM1 SLC26A8 SOD2 MCM3 ZNF451 RPS12 EYA4 HBS1L EPM2A PACRG C6orf118 PDE10A PPP2R5D MRPL2 VEGFA LAMA4 ERBIN SEMA5A HMGCS1 NME5 MRPS30 APBB3 SPARC CERT1 RNF130 GABRG2 NPR3 TARS1 PPWD1 RARS1 PDGFRB CLDN16 NIT2 CEP70 TFG NPRL2 CYB561D2 CBLB HHLA2 GBE1 ATP6V1A MRPL3 HEMK1 MAPKAPK3 PEX5L SSR3 TANC1 NDUFS7 CLIP4 RTN4 GALNT3 TACR1 STAT1 CCT4 GGCX NEU2 PDCL3 KDM3A CNPPD1 ATF2 AAK1 NFE2L2 PARD3B AMPD2 S100PBP SFPQ RHOU LAMTOR2 SRM AMPD1 NR5A2 TMEM9 MRPS15 C1orf109 LGALS8 AKT3 ETV3 KDM5B KLHL12 GALE P3H1 AKR1A1 PIK3R3 NSUN4 FMO6P PRRC2C IRF6 RCOR3 MTFR1L RPS6KA1 CENPF SLC5A9 OSBPL9 ESYT2 KMT2A IFT46 CA14 USP35 PHF3 MYB PMFBP1 RXYLT1 MFSD1 TRIM67 RAD23B CSF3R YLPM1 NPC2 AREL1 COQ6 RHOQ DNMT3A C10orf88 GOT1 INSL6 MLANA MTHFD1L PCDHB12 TCP1 ETF1 FAM53C KDM3B SOCS2 RDH10 COIL NCAPH ADCY7 ECHDC2 PDZRN3 POPDC2 NAA50 ZMYM2 CCRL2 PIK3CA PDS5A TMEM54 LRIF1 TMIGD3 POLK SERAC1 HERPUD2 WIPF3 HOXA7 ARL4A ECD CIT RASSF8 NECAB1 TSFM MMP19 SMUG1 STIL AGO2 ACSL3 MOGAT1 PLCG1 PPP4R1L ABCC10 OARD1 AARS2 KLHL31 COL21A1 CDKN1A SSUH2 KIF25 SLC2A4RG IL37 PAX8 RPL23 EML2 GZF1 RBCK1 NRSN2 RRBP1 NCLN MCF2L IFI6 PLEKHG3 RGS13 PPCS PLAAT1 UBR4 EPS15L1 MACF1 KDM4B VIL1 POR STYXL1 PEX1 DGCR8 FOXP2 IRF5 CHN1 GAD1 HOXD11 MYO5C SERGEF PHF20L1 LRRC6 ILF3 MTUS1 RAB2B AJUBA TEP1 SEC14L1 ASH2L DOHH CBFA2T3 PRKCSH MAP1S CRB3 CAMSAP1 SAMD10 PNPLA7 CEP85 EIF2S3 SESN2 THEMIS2 CLIP1 HIP1R SHFL PNCK SYNE1 ULBP3 RBM39 NFATC1 CAPN7 LRRC4B GFPT2 ACLY ACAP3 CKMT2 TOP2A ZSCAN5A ACTR10 LRRC41 HSD17B7 PTCD3 SCLY DDC RGS22 MATN2 DCAF8 MMACHC TOE1 MUTYH ZSWIM3 SERINC3 TPT1 FAM104A EPHB2 CSNK1G2 SLF1 ATP13A3 TMTC1 CA1 AMPD3 SBF2 EDEM1 KATNBL1 TRPM1 NOTCH2 TRIM45 TMEM106C RSAD2 LPIN1 CMPK2 DOCK2 DDB2 YARS1 PHC2 DTNA CBLIF FADS2 TMEM258 TCN1 PDGFRA TPP2 CARS2 APC WDR36 DMTF1 CCDC146 ANKRD6 SYNCRIP NAT10 ATP5MC2 AVIL GLS2 TSPAN31 REPS1 DYNC1LI2 KCNK1 EGLN1 NPL LAMC1 DOCK10 SERPINE2 MFSD9 GCC2 STAB2 USP44 DRAM1 VILL FLNB SUCLA2 PHF11 LMO7 RAPGEF5 NUP42 TBRG4 IL36G NIPSNAP3A RALGPS1 CDK5RAP2 GABBR2 ENPP2 UBAP2 GRHPR TFAP2A TMEM14B BPHL ATAT1 VARS2 MYO7A SLCO2B1 ANKRD42 RNF121 MRPL15 SULF1 TGS1 MMP20 DCUN1D5 YAP1 MMP13 KNL1 SMAD6 CYP19A1 SEMA6D RSL24D1 PNPT1 SULT6B1 SLC5A6 PREPL EMILIN1 DTNB NAB1 SLC49A4 USP8 ARHGAP24 CCNG2 GSTCD RGS3 SCAF11 LRIG3 INHBE GIT2 N4BP2L1 ITGB7 TMBIM6 MDGA2 ARMH4 FAM181A WARS1 TCF12 HMG20A NEIL1 CYP1A1 ADAMTS17 RHCG TGFB1I1 CPNE2 NCOR1 PCTP ESCO1 RMC1 NPC1 CSNK1D CEP131 CBX4 ERBB2 FKBP10 CACNA1A SLC39A3 ZIM3 FEM1A APP IL19 MYO1F NOSIP PGD PTPRF SLC44A3 CTTNBP2NL STRIP1 C1orf162 UCK2 POU2F1 MAEL TARS2 HORMAD1 GABPB2 KCNH1 KCNN3 C1orf43 PKLR LYST SNAP47 DEGS1 ARF1 CNIH4 MBOAT2 PARP1 EPHX1 PPFIA4 CAMKMT CALM2 WDPCP EXOC6B NPHP1 UBXN4 GALNT13 PKP4 CCDC150 NBEAL1 ABCA12 RHBDD1 TAMM41 RETREG2 LRIG1 TMEM108 LPP EAF2 MUC4 FABP2 MARCHF6 BDP1 ARHGAP26 BOD1 CPLX2 ABT1 MLIP CRIP3 TPBG SCML4 CLVS2 ARHGAP18 WTAP MDH2 CCT6A MAP11 TMEM140 HMBOX1 DOCK5 PLPBP PXDNL ST18 DNAJC5B SYBU MTDH GSDMC UHRF2 ZCCHC7 SNX30 NR6A1 POLE3 SURF4 MED22 RPL7A TNKS1BP1 PAK1 ZC3H12C SLX4IP MS4A3 EI24 FEZ1 SIDT2 SLC22A9 PPP4C TMEM219 TMCO3 LYPD6B PRSS23 DIXDC1 UBC ITPR1 SLC7A11 GPR158 NGLY1 UBE3B RAD9B TWF1 AKAP6 SCLT1 C4orf33 ACAD8 TEX9 ZNF827 CCDC122 RABGAP1L TLCD4 PSTPIP2 TCF7L1 SPOCK1 DDX4 UTRN CNTNAP4 ADGRA3 SREK1IP1 CWC27 ACOXL CLGN PTPRR ASAP1 ZDHHC7 SREK1 ZUP1 CYP4Z2P GAL3ST2 ABCA10 ABCA5 LONRF1 DIPK1A RABGEF1 PPP4R1 VOPP1 FBXL18 AZIN1 ATP6V1C1 TTC39B SLC16A1 NUP205 SPAG17 FMN2 PSD3 DPY19L4 NDUFAF6 ADAMTSL3 TIAM1 ZDHHC5 TBC1D31 NSMCE2 FRRS1 BUB1B NMNAT2 ZFYVE9 RBPMS STEAP2 SSBP3 HTR5A CACNA2D3 C9orf43 MEGF11 PTPDC1 GALNT14 GPR153 TMSB15B CATIP GPAT4 PKD1L1 ELK4 SLAMF8 DUSP23 ITLN2 SLC5A11 RAPGEF6 IFNGR2 TNNI1 CSRP1 ADPGK M1AP CES5A HK2 GPBP1L1 DRC7 EFCAB14 ZNF235 CCDC28B CFAP410 ZNF208 MED27 ADAR RUSC1 GBAP1 PPP1R16A MRNIP OR7G1 LEMD2 TREML1 EIF4A1 WDR90 ZNF75A CLPB RPS6KA4 PDZK1IP1 TAL1 ELAVL4 USP24 RBBP4 NEXN AKNAD1 ZNF496 ATF3 AXDND1 KIF26B PIGR WDR26 RFTN2 NUP35 SMC6 CFAP221 SMARCAD1 PACRGL RNF149 TDRD10 SLC15A2 TSACC SSR2 RNF25 ANKZF1 FCRL4 FBLN2 NFASC SUCLG1 PRKCI IFI16 PTPN13 CCNL1 SMIM14 SNRK LZTFL1 ZMYM6 ERMAP RAD54L2 C4orf3 CEP44 ABCE1 NIPBL CMBL ENPP6 SLC35A1 SAP30L KIF6 USP49 CTSB SUN3 SPIDR OXR1 BAALC WASHC5 CCDC171 GAPVD1 FAT3 VDAC2 GHITM ENTR1 NDRG2 ZFYVE1 OTOGL IFI27 ZFYVE19 FBN1 GABRB3 SCN3B CUL5 RIC3 DENND2B PKD1L2 MCM7 RIMKLB ATF7IP2 PLEKHA7 AP1G1 GLYATL1 NAB2 NKX3-1 DPEP2 RRM1 PRRT2 RPL13 ZNF641 AXL TTYH1 ZNF444 KRT1 ECI1 ABCA3 RAB3IL1 BEST1 SAC3D1 SETD5 RNF187 HOOK3 GNG4 DNAJC7 NT5DC2 MOBP HR RAB31 FEN1 ADAM9 AHCYL1 GSTM4 TET2 ANKRD49 CTRB2 LGALS9 COL4A3 HNRNPH1 DHRSX UBE2V2 NSMCE1 ADRB2 PTK2 ZEB2 C15orf40 APLF GPS1 RFNG PCDH7 P2RY1 KLF13 PUSL1 UBB NFRKB PRDM10 SETMAR SEMA3E LRRN2 SLC30A1 HOXB9 TANC2 DNAJC24 DCDC1 PKIA FPR2 FEZ2 KYAT1 INSR ZNF692 FAM241B NPTX1 CHD7 ESCO2 ZNF524 ZNF318 LRRC8D ETFDH ENC1 NXNL1 SLFNL1 CTPS1 TRAPPC12 PPIH ZNF57 LAMB2 EIF2AK3 TEFM ISG20 AGXT SNTG2 TMCC1 FADS6 DCP2 LVRN COQ2 KDM2A PARP14 VANGL1 GOLGB1 GPR137 TRIB1 SFT2D3 PTPRM PEAK1 CCDC13-AS1 EIF1 PLK3 PIGG DDX23 ATP2A2 MRPL11 CMKLR1 LARP7 HRAS PDE12 AMZ1 ZIC4 OR4S2 KLC2 VCPIP1 ZNF654 MRPS22 CCNE2 CHRNA7 GPR156 B3GNTL1 RUVBL1 SLC35A4 HSF5 RTTN ANAPC2 CRLF3 OR5AN1 RBIS MIR7-3HG ANKLE2 MUC20 RIMKLA OR2G2 PIDD1 RPLP2 GBA DNAJC28 SOX12 TENM3-AS1 BOLA1 POGLUT3 GLDC COX14 GPR35 OPLAH EIF3K C12orf42 CYP11B2 FUCA1 SLC17A8 GRM8 FCER1A LINC00305 FOXS1 ITLN1 FIZ1 EXOC3 RCC1 MCFD2 TPRXL NRIP1 TMEM64 ZDHHC20 ANKRD30B KCTD2 C1orf105 EHMT1 NPM1 OFCC1 RNF135 OR8D4 ZBTB20 C5orf24 MRPS11 KCNIP1 TDRKH FAM87A ADI1 SATB1 CSF1R KCNB2 RGS6 PRKCZ-AS1 RPL35A ZNF721 SRPRA SLC25A10 GJD3 RPSAP19 UTP11 SETD3 HOATZ TRMT12 SMTN UQCR10 KCNQ3 CRELD2 PGP CCSER1 TOP1MT WT1 CA13 ANKS1B PGBD2 SMYD3 MUC1 AHNAK2 P4HB PBX1 SHC4 KCNQ5 MORF4L1 IKZF1 DNAH14 KRTAP5-5 GSAP MTARC1 KLHL32 CCDC30 GLDN ZNF197 GPATCH8 PRR5 ZNF732 ZNF395 FAM183A ESPN CMC1 MAGI2 TLR5 ISG15 SPRY4 CARD9 TPRG1 DCUN1D3 C3orf62 KRTDAP CLN3 UROS DHFRP1 RNF222 TMEM120A FAM47E PAX8-AS1 SERPINA3 CTSE SUPT5H ZNF836 GARS1-DT IARS1 ZBTB44 CPNE4 ZNF124 ESRRG ANAPC7 MAN2A2 CACNA1H SLC30A10 ERI2 ALKAL1 ARHGEF12 PDLIM7 FAM3C ANXA4 MAFG PGAP1 SND1 OPALIN ATG7 SIPA1L1 SSPOP CDC42SE1 PARVA RPS26 S100A10 MCMBP CCDC180 ZNF790 CCDC151 DLGAP2 MAK16 ZNF667 CD2AP HSD17B11 AFDN-DT DDX42 PIM3 ASPH NTRK1 NBR2 ARMH1 LRBA RYR2 SSBP3-AS1 ANKRD13B MTCO3P12 MTOR FOXJ3 SELENOM KTI12 CES1 TSEN15 DCAF12 L1CAM SREBF2 C1orf174 ATG9A MFAP3L MIR302C MIR302D MIR367 RNA5S12 RNA5SP374 RNU6-642P RNU6-433P RNU6-778P RNA5SP393 SNORA80A RNU6-770P RNU6-280P RNU6-1187P RNY1P2 SNORA5C SNORD117 SNORA63 RNU1-51P HSD3B1 SPATA42 TDRG1 GGNBP1 PFDN6 BRD2 HLA-DMA COL15A1 AGPAT1 STK19 DXO NELFE LY6G5C BAG6 PRRC2A DISP3 MAMDC2-AS1 MRPL53 MROH6 ATXN2 DCTN1 IGFL2 FBXO48 AC007389.1 CDKL4 C4orf47 C11orf91 C4orf46 PDE7A EXOC3L4 NBPF22P NAP1L4 TMSB4X C9orf92 LCMT1 ARSH ZNF316 DEFA7P HACD2 RNU6-877P RNU6-730P RNU6-1189P RNU6-629P RNU6-974P SNORA29 RNU6-432P RNU6-975P SNORA14B RNU6-1195P RNU6-455P MIR516A2 MIR562 MIR128-1 MIR623 MIR520C MIR302A MIR557 MIR548B MIR100 MT-TT RNU6ATAC26P SELENOH IGKV4-1 TRBV23-1 TRDV1 RNY4P36 BTF3P12 COPS5P1 SUPT4H1 KRTAP2-4 TTLL13P SRA1 HNRNPA1P13 HEXA GTF2H4 RPL35P4 MDP1 IRF9 PRDX1P1 SCART1 RPS4XP3 AC090921.1 LINC01588 RPL7AP26 ZNF847P AC092506.1 CYB5RL CROCCP2 HSPD1P10 AL390719.1 H4C10P RPL31P33 TENM3 NBPF1 RPL35P3 PGAM1P10 MTND3P20 MIR1207 SNORD99 MIR1283-2 OR6X1 ZNF630 RNU6-757P RN7SKP177 RNU2-8P RN7SKP42 RNU6-565P RNU6-130P RNU6-57P CCR5AS SMPD4P1 HMGB3P10 IFITM3P2 CCDC18-AS1 TSSC2 CFL1P1 MTND4P6 SLC44A3-AS1 HNRNPA1P48 MEF2AP1 ELOCP23 AC007182.1 HMGN1P34 LINC00240 LINC01802 AC012462.1 TAF1A-AS1 LINC00705 LINC01594 NRSN2-AS1 PACRG-AS2 LINC01703 LINC02816 HHLA3-AS1 IGLV3-4 LINC00343 ENTPD1-AS1 AC013470.2 FABP7P1 ZNF451-AS1 ARHGAP29-AS1 LINC00511 WDR46 RABGAP1L-DT QRSL1P2 SNRPEP3 LINC01714 ISCA1P6 OR8B1P SUCLA2-AS1 AL358075.2 MTND5P1 HCG20 LINC01736 NACA4P PSMD8P1 C2orf92 LINC01672 RPL35AP6 UBE3AP2 LINC02607 RAB1AP1 VDAC1P8 LINC02787 LINC00446 MCHR2-AS1 RALGAPA1P1 MED8-AS1 LYST-AS1 PATL2 GOLGA2P4 LINC01501 ZRANB2-AS2 LINC01435 EMC1-AS1 RSL24D1P2 SETSIP ZNF341-AS1 CECR9 BTF3P10 SPRY4-AS1 COMETT LINC01423 ITPR1-DT RPL13AP GORAB-AS1 AL162385.2 AC007098.1 ANKRD44-AS1 LINC01698 CHODL-AS1 DLX6-AS1 LINC00210 MYO3B-AS1 MAP1LC3BP1 MYO18B-AS1 DYTN PAICSP7 SEMA3B-AS1 HMGN2P11 LINC01717 KATNBL1P2 LINC01677 LINC01399 LINC02596 MTFR2P1 LCEP1 EIF2AK3-DT DNAJB6P6 CLYBL-AS1 PINLYP ERICH3-AS1 LINC01506 NDUFB1P2 TPMTP2 KAZN-AS1 CHRM3-AS1 JRK LERFS LINC01287 SOX9-AS1 GRID1-AS1 ID2-AS1 ZSCAN31 LINC02532 LINC01366 RAMACL RPS2P15 L3MBTL2-AS1 RPL35AP8 MTND3P21 TTC28-AS1 ASMTL-AS1 KDM4A-AS1 EEF1GP7 TRHDE-AS1 ITCH-AS1 HMGB1P18 NDUFAF4P3 KPNA2P1 RAP1BP1 AL139010.1 MKRN8P TRDD2 TTN-AS1 TUSC8 RPL21P121 HNRNPA1P57 LRRC52-AS1 AL138828.1 CT75 RPL21P109 KLF7-IT1 PRKCQ-AS1 FLG-AS1 KCNMB2-AS1 LINC02257 ABCA17P SNORD121B RNU7-196P RPL27P12 RPL19P13 MYLK-AS1 MEIKIN ADSL RN7SL420P RPL9P30 COX19 DEFA1B RPL34P18 APOOP2 RPL29P14 ADAMTS9-AS1 RPL39P38 MECOM-AS1 RN7SL41P SUMO1P1 ATP5PO AC109466.1 MUC20-OT1 RPL12P32 NDUFB4P1 RPS3AP34 CCDC137P RN7SL229P ALDOAP1 RPL30P6 EPS15P1 RN7SL177P FAM163A MRPL33 TUSC7 RPS17P14 LARP1BP2 CFB RN7SL464P RPSAP5 PPIEL ACY1 HMGB1P30 RPL30P7 GABPB1-AS1 ALKBH3-AS1 LINC00461 NEAT1 CRNDE SBF2-AS1 AC096746.1 PCED1B-AS1 LINC02355 MEF2C-AS1 LINC02380 AC026746.1 LINC01846 HMGB1P44 PSME2P3 TRAV31 LINC01033 TERF1P3 GBA3 CCT7P2 LINC00603 IGBP1P4 GYPB MARK2P4 GPR162 ATP6V1E2 PRODH2 MRPS30-DT LINC00923 ZNF345 AC097375.3 LINC02384 FKBP4P1 RPL32P3 CENPS-CORT RNU4ATAC11P RNU6-983P RN7SKP18 SNORD116-26 RNU4-71P SNORA72 RNA5SP365 RN7SKP265 RN7SKP135 RNA5SP34 RNU6-765P RNU6-1092P RNU6-56P RNA5SP420 RNU6-264P RNU6-1073P AC104211.1 HAUS1P3 LINC02209 AC110741.1 HNRNPA1P38 MTND1P5 ETV3L CCT3P1 CLDN23 ALG1L13P LINC00051 MTCYBP20 LINC02842 LINC01947 NIPA2P4 MTND6P20 AC012349.1 LINC00824 SNORD87 LINC02749 PTP4A2P2 COX6CP5 MORF4L1P3 PIGY MSH5-SAPCD1 LINC02711 OR5J7P LINC02743 EID1 LINC02756 MIR9-3HG LINC02446 ZNF432 POLG2 AC156455.1 ATP5MFP4 FOXG1-AS1 ODC1-DT PRXL2AP1 LINC01619 VENTXP3 PSMA3-AS1 EIF4A1P12 AC079385.2 LINC02399 ARL2BPP2 LINC02300 NKX2-2-AS1 ZNF75BP AL132780.2 SERPINA2 TRIM34 AL139193.2 CEP95 MTND5P35 LINC02299 FOXN3-AS2 COILP1 LRP1-AS CAP2P1 ADAM20P1 AC108451.1 MRPL46 AC097374.1 AC092384.2 AGBL1-AS1 COX6CP1 LINC02176 CISTR HNRNPA3P11 AL118516.1 KRT8P22 FBXL19-AS1 NPM1P3 LINC02544 RBM22P13 LINC02252 LINC02136 LINC01686 C15orf65 PCDHGA9 SPON1 MIR5584 RN7SL457P MIR4472-2 MIR3912 RN7SL488P MAPT-AS1 MIR5696 MIR4540 LINC01476 MIR3612 MAFG-DT RN7SL300P NARF-AS1 MIR4766 MIR548H5 FXYD1 AC079466.1 LRRC37A16P ILF3-DT LCN6 DM1-AS AC006116.7 LINC01801 FAM156A FBXO17 RPL23AP92 SUMO2P14 SREK1IP1P2 AL590560.3 PACERR LINC02725 MIR6503 FCGBP TRBV10-3 RN7SL711P LINC02809 MIR8077 ZBTB2P1 MIR8070 CYCSP41 LINC01727 OR10X1 MAPT-IT1 LINC00552 CCDC163 TRBJ1-1 ADORA3 PDCL3P2 DUX4L37 FRG1FP MIR2052 FAM240B NBPF13P SMBD1P MDM2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MDM2_TARGET_GENES FTL FUS INTS6 IER3 SNX12 ADM UBB POLR2A HEXIM1 BRD2 KMT2A ZBTB4 INTS6-AS1 SATB1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SATB1_TARGET_GENES CFH GCLC ANKIB1 LAP3 MAD1L1 ALS2 RBM5 MTMR7 KDM1A PDK4 SKAP2 GCFC2 MYCBP2 FBXL3 ITGA3 VPS41 ELAC2 CDKL5 CDK11A DLEC1 CYTH3 ADAM22 SPAG9 CRY1 MED24 UBE3C POMT2 IDS FYN ELOA BTBD7 ANLN KDM5D PGM3 ANGEL1 YAF2 ISL1 RUFY3 AQR CPS1 PLEKHO1 PRKCH BCLAF1 MUSK UBA6 SLC4A7 RFC1 MTREX C6 SOX30 SPATA7 CTNNA1 HSPA5 YTHDC2 FAM214A ARAP2 TPR CP HDAC9 CC2D2A RSF1 DKK3 RAD51 MPHOSPH9 PLEKHA5 FNIP2 TTC17 AKR7A2 MCF2L2 SDCCAG8 SZRD1 FAM114A2 GDI2 CDK14 RIOK2 DGKG GATB STYK1 WNK1 MPC1 GPBP1 MRPS24 MTMR1 TM7SF3 ST3GAL6 SNX24 EYA2 ANKRD44 SNAP91 CTNNA2 NGEF ZFAT EVI5 PKM DHX29 ACSL4 SRBD1 PSME4 IFT80 ATP1B3 NEDD4 SLC44A1 EXOC5 PABPC1 CPSF1 SLC6A15 RDH11 TRHDE DERL2 IRAG1 PPP2R3A DHRS9 IGF2BP2 ST6GAL1 PICALM CLASP1 TSG101 IPCEF1 MARK3 SLC25A3 FNDC3B FRYL DLG1 ACACB PPP1R12B USP33 TYR POLD3 MAP2 FAP NEBL TNRC6C RUNX1T1 TNS1 CIC CLDND1 RSBN1 UBA5 AACS PHLPP1 C1QTNF3 EPB41L3 KAT6A TNPO1 PIBF1 OXCT1 HAL MECOM WDR47 MAP3K4 ABCB1 ATG16L1 IPO11 FOLH1 FAT2 HSD17B2 NOX4 MTMR2 PSMC5 DNM1L ALG6 PTPN4 ASAP3 EDEM2 KIF9 ANAPC5 CFAP61 GPATCH2L PAPOLA P3H2 NRCAM WDR7 RAPGEF4 SEL1L3 ESR1 HAUS4 SLC7A8 HECTD1 HNRNPC TYRO3 SNAP23 TBX15 VNN3 ECHDC1 HDAC6 CDC23 TMEM38B TBC1D2 CREM CRISP3 EFHC1 NRP1 BCL2L13 TFIP11 POLDIP3 PDGFB EP300 ZC3H7B PHF5A ACO2 MLC1 PRMT5 POLE2 CDKN3 ATP6V1D PPM1A SRSF5 BDKRB1 BRMS1L TM9SF1 IFT52 NDUFAF5 PLCB4 MROH8 PIGU APMAP MYL12A CEP192 POLI POLA1 NKAP XIAP PLS3 FGF14 CAB39L SUPT20H INTS6 PHKB NFAT5 CMC2 CRYM EEF2K GSPT1 DNAJA3 RAB11A TTC23 TMEM87A CEP152 DTWD1 FZD3 NBN TRPA1 CALB1 GDAP1 ESRP1 NDRG1 NCALD SNX16 UBR5 ANXA13 R3HCC1 PPP2CB DHDH CLPTM1 POP4 TIMM50 PRX CARD8 HPN DNAJC2 MPP6 TFEC LMBR1 HOXA13 CPED1 TAX1BP1 CHN2 TAF6 WASL LSM5 AHR CNTNAP3 OGN ASPN SUSD1 RIC1 KDM4C SETX TRDMT1 MAPK8 PPP3CB BMPR1A MINPP1 ARHGAP21 CCNY FBXL20 UBTF TRIM37 KPNB1 CPD DDX5 EFTUD2 PRKAR1A DCUN1D4 UBE2D3 MAPK10 KLHL2 RPL34 FRG1 GALNT7 FNBP4 PUS3 MS4A6A TRIM3 MADD SOX6 C11orf58 PITPNM1 CHKA ACSS3 LTA4H RAD51AP1 OAS3 MGP MDM1 CNOT2 KRR1 GNPTAB SLCO1B3 RWDD1 FAM184A MTRF1L CD83 BMP5 CCNC WASF1 RPS12 UNC93A C6orf118 COX7A2 GMDS PRPF4B C7 BRD8 PFDN1 TTC1 ARRDC3 FAM172A TARS1 IRX4 PDE4D NUP155 LIFR TRIM23 TRAPPC13 TXNDC15 RARS1 TCERG1 DPYSL3 PDGFRB CNTN3 TBCCD1 ARL6 KPNA1 UBE3A XRN1 ECT2 FXR1 UMPS FRMD4B COMMD2 KLHL24 SSR3 IL1A ACTR3 SPTBN1 RTN4 GLS PAPOLG USP34 EHBP1 COQ10B IL1RL1 PLEKHB2 GORASP2 DLX2 LCT SRSF7 TIA1 NFE2L2 PRRX1 SCP2 TMEM59 EDEM3 CAPZA1 DLGAP3 ARHGEF2 DOCK7 IVNS1ABP SMG7 NCF2 PDC GADD45A CTH ADGRL2 SDHB KDM5B GBP1 CD160 CR2 FMO6P PRRC2C MESD STAG1 KMT2A CREB1 ATP10B ADGB RPN2 OLFM3 RARRES1 MFSD1 UCHL3 GTF3C3 TJP2 HEATR1 CNTRL MAPKAP1 DNAL1 MLH3 COQ6 YIPF4 HOXB3 PLEKHG1 PCDHB14 SEC16B ENY2 LYZL1 PLS1 WASHC3 CLU ZNF706 COPS5 PYROXD1 PDZRN3 NAA50 ZNF639 FYTTD1 COPA SHLD2 ODF2L BBS9 SEPTIN7 KLHL7 HERPUD2 EGR2 CIT IFT81 ITPR2 CCDC91 NLN CENPK OPTN IKZF4 COL10A1 USP45 EXOSC9 ACSL3 CDH26 PEPD SLC17A3 CNOT1 BBS2 ABCC4 DMAC2L KIR2DL1 GTF2F1 THOC2 C3 GPCPD1 MMP24OS PCNX4 KTN1 RHOT1 AKAP9 PTPN12 OSGEPL1 INO80 DUT VPS13C COPB1 PSMA1 PALLD SNX6 SEC14L1 XPO7 BMP15 CYP2G1P CLIP1 ZNF331 UBE4B RBM39 TRAF3 TBC1D5 C1orf159 CHD1L PEX11B MCCC2 LINC00470 TRIM22 IMMT VPS13B PRMT7 DAP3 DCAF8 NASP AP3B1 SYT4 CPLANE2 CDK8 CHRM3 TRPC4 TBC1D8B PDZD2 LARGE1 SLC2A11 AGAP3 LRRIQ1 ATP13A3 CA1 SBF2 RRAS2 TEX15 SARAF NUMB CATSPERB EIF2S1 EDEM1 CNTN6 PRPF38B TSHB SLC38A2 ANO3 KLRC1 SPX PIWIL4 TUT4 DSG1 DTNA UBAC2 ERCC5 ARHGAP32 STT3A CEMIP2 FAM189A2 ADAM19 CCNJL TRAFD1 DMTF1 PNPLA8 ADGRB3 ORC3 CAPRIN1 AHI1 STX11 TEC USP15 GNS DYNC1LI2 PCNX2 EGLN1 CEP350 GCC2 MRPS9 ANKRD36 EPC2 SCYL2 PLXNC1 WASHC4 IREB2 VPS45 KCTD3 DNAJC1 TMOD1 CDK5RAP2 STX17 TSTD2 ANP32B MYC PLAA TFAP2A RAB30 NARS2 SULF1 MMP20 RDX CASP1 RPLP1 SMAD6 TTLL7 KYAT3 DYNC2LI1 CYP1B1 PREPL SLC3A1 LRPPRC DTNB CYP2C8 STAMBPL1 DNAJC13 ASCC1 ZNF365 PPIG OLA1 ITPRID2 PARP9 SECISBP2L BBS7 MMRN1 PDE5A BMP2K CNOT6L CDKL2 INTS12 EGF KIF21A FGD4 PLCZ1 VAMP1 PPFIA2 POC1B SYCP3 SBNO1 RHOF DIAPH3 STON2 FBLN5 WARS1 SLC27A2 HDC BNIP2 NEIL1 FANCI CRTC3 FTO UQCRC2 KIFC3 CDH11 RPS2 NCOR1 SPATA22 BCAS3 GALNT1 ANAPC11 TBCD MBD1 SMAD4 CBLN2 HUNK IL19 CACNG8 ZNF614 RERE PADI1 MAP3K6 FNDC7 ALDH9A1 MAEL HMCN1 LYPLAL1 TARS2 SNX27 PI4KB POGZ INTS7 VASH2 SUSD4 ADAM15 HCN3 LYST OSR1 HNRNPLL CAMKMT WDPCP NPHP1 UBXN4 GALNT13 SCN1A CDCA7 UBR3 GULP1 CCDC150 KANSL1L TRPM8 OSBPL10 RPL32 UBA3 IGSF11 EIF2A LPP SLC10A6 ENOPH1 CCNA2 USP53 NAF1 MARCHF1 MARCHF6 PIK3R1 SSBP2 IQGAP2 PAM LECT2 DDX46 RNF145 FBXO38 TNIP1 CYP39A1 IRAK1BP1 PM20D2 MTFR2 SHPRH CCT6A TMEM168 TLK2 KDM6A ZMYM3 OGT IGSF1 PLPBP ST18 TACC1 TERF1 DPYS UHRF2 CBWD5 PLPPR1 LRSAM1 FRA10AC1 ADD3 HABP2 IMMP1L OR5F1 ZC3H12C TTC12 NCAM1 ATM KAT14 CNTN5 PCDH15 DCUN1D2 TMEM218 KIAA1328 MIA2 GPM6A SPATA4 NKAPD1 OXSM NPAS3 FAM177A1 SCLT1 FRMD4A PTPRO THYN1 NCAPD3 TEX9 MFSD6 ACSL1 BICD1 ZNF385D TDO2 CENPJ DST TIAL1 PTPN14 GRID2 POC5 JMY OLAH NMT2 CCDC50 SPEF2 DDX4 ADGRA3 CAST CLGN SCN3A SLC25A27 TRAPPC8 FAM81B LINC00467 INO80C UBALD1 LURAP1L TRIP12 SREK1 MSI2 GDPD1 CDH12 ABI3BP ABCA6 LONRF1 ENAH SORBS2 CXADR NCAM2 PDE1C CXXC1 MPPE1 AK9 ATP6V1C1 TTC39B GRAMD2B NUP205 ELMO1 VBP1 RAB39B MICU3 MIDEAS RPGR UNC5D MS4A1 TBC1D31 ATAD2 FBRS BUB1B ODR4 NECAP2 LRP8 RNF111 TSC22D3 KCNJ15 ERG TAB3 UBN2 BRAF SLC37A3 RAB28 GALNT14 COLEC12 AUTS2 MITD1 EDA CDC42SE2 CFAP298 PAXBP1 RCAN1 PTMS UBR1 CCDC17 GPBP1L1 NAE1 RGS12 AGPAT3 TRAPPC10 ZNF66 MCM3AP SIK3 ANO10 DBF4B LARP4 ELAVL4 TYW3 DNAI3 SLC30A7 ARPC5 FLVCR1 BPNT1 RFTN2 KCNJ3 SMARCAD1 PDLIM5 DHX57 GNPDA2 ABRAXAS1 CLDN1 HIPK1 SLC15A2 TEX55 TMEM79 AZI2 STT3B PRKCI MNDA IFI16 PPM1L NEPRO WDFY3 PSMD6 ERICH6 HESX1 SLMAP PCOLCE2 U2SURP MTHFD2L CCDC158 SNRK SLC4A1AP WDR43 LZTFL1 IFT122 SGMS2 HPGD C4orf45 SLC45A2 NIPBL PRRC1 GRPEL2 PRIMPOL RICTOR TENT2 ANKRA2 GRIK2 DCBLD1 SLU7 SMAD5-AS1 KIF6 ZNF704 CTSB DLC1 RAD21 OXR1 ALDH7A1 FZD6 VIRMA CCDC171 C8orf34 C9orf64 CFAP47 OR1Q1 BRWD3 HECTD2 DDIAS KLHDC2 EML5 TTC8 AKR1E2 FAM204A METTL17 SLC6A5 CEP295 API5 ALKBH3 COPS2 PPFIBP2 DENND2B TMX3 TK2 HSP90B1 PLEKHA7 CIAO2A CLPX DIS3L MAPRE2 CNPY4 SNRPD1 LOXHD1 CDK12 CD3D STIM1 RRM1 LPO LINC00905 KIR3DL1 SEMA6B OR8J3 OR5I1 TMEM68 RNF187 RBPJ DNAJC7 CDC40 CDKN2AIP AXIN2 ZNF30 MFF PMCHL2 HNRNPH1 VXN RGS14 MRPL1 PTK2 SCN9A ZEB2 NFU1 CHRNA5 DCXR NRG4 TAPT1 ROBO1 P2RY1 ZFPM2 ALCAM FAM153A NIPA1 USP47 PDCD6IP C7orf33 STX8 SMAD1 LONRF2 RBMXL2 SDR16C5 FOXN2 RNF139 TANC2 FPR2 CLCN5 HOPX OTP OR2AT4 BPTF GPHN CAMTA1 GATM CTPS1 TRAPPC12 ZNF554 OR8I2 FRMD3 OR5A1 KRT2 DMXL1 METAP1D XKR3 ARPP21 HECTD4 BNC2 ADAMTS20 GOLGB1 SMARCC1 CHD2 CEP83 BCLAF3 SNURFL C12orf76 ANKRD36C IL20RB MSL2 FGFBP3 WDR49 DENND6A DNAH12 OR5M3 DHX36 ATR MRPS22 CADM2 FAM182B CENPS NRIP3 MRPL48 A2M TPRN CRYBG2 CHMP6 CNBD1 RMDN1 HORMAD2 OR52Z1 FUT2 MUC20 ZBTB34 CLVS1 CHD9 OR2T8 CD163 GBA DEFB114 TENM3-AS1 ZNF518A CACYBPP2 DDX10 PPP1R42 GEN1 ERBB4 C5orf64 EFCAB13 TRIML2 ZFP42 C10orf67 MTUS2-AS1 FCER1A PCBP1-AS1 AKAP5 NRXN1 ZNF48 FAR2P1 MED14 FGD6 WFDC10A OR51A9P SMG1P3 OR51E1 DEFB112 CAPS2 CMTR2 OR56B2P MAPK15 ZNF746 HSP90AA6P OR8H1 OR8H3 RFX7 COA4 GET1 ATP6AP2 FAM153B NXPH4 CACNB4 PLCB1 TTC3 GPC6 CTNNA3 CCBE1 OR2T34 TRIM52 LIN9 ADAP2 CMSS1 CLECL1 COLEC10 KCND2 IRS3P OR4C10P OSBP2 TMEM106A ANKS1B RPS27L PRMT3 PRPF39 SP140L TARS3 SEPTIN7P13 PBX1 BRWD1 LYG2 IKZF1 DNAH14 OR4C46 CDIN1 GSAP HTR3D ANKRD46 CYP4F2 TAS2R42 WWOX SLC36A2 CCDC30 PCLO RGS7BP OR9Q2 GPATCH8 CCDC73 ZDHHC17 TMEM232 CMC1 LCE4A SESTD1 DYNC2H1 ATP13A5 PRR27 IFT140 TLR5 AMTN KBTBD12 DNAJB13 FANCM AC091057.1 COL14A1 ANKRD19P SNHG28 EYS ZNF383 C3orf62 OR6N2 FAM83G KRTAP1-1 IDO2 PLET1 FBF1 TRMT2B ARID2 SF3B3 ZNF573 ZAR1L BTBD8 NUGGC SPANXN3 TOGARAM2 SYCP2 AKR1C3 ACADSB ZNF107 GARS1-DT IARS1 CPNE4 PIK3R4 PRPF40A ANAPC7 TPK1 OR2T3 SPTSSB HDAC2 RABL6 ZFP62 KRT39 SRGAP1 METTL9 PCBP2 KANK2 BLM ZNF720 DCHS2 VEPH1 ATG7 SIPA1L1 KCNMB2 CPLANE1 ZNF841 NBEAP2 MPZL1 MBP AKAP17A ELOVL2 CLEC9A KEL MRPL42 ZNF335 CD2AP CHSY3 SVIP ZNF251 HSD17B11 DDX42 TMEM116 HOXC4 ASPH ITSN2 BZW1P2 OGA CNGA1 ZNF789 BAZ1A MDM4 TTC37 ABCA4 MT-ND6 OR10R3P CEP290 MT-CYB MTCO3P12 SYCP1 FAM169A UBE2J1 OPA1 RYR3 MT-ND3 KTI12 OSTC MT-ND4 MT-ND1 PRC1 KIAA0753 DMD MIR30D RNU6-896P RNU5E-1 SNORA63E SNORD114-7 RNY4P19 SNORD9 RNU6-37P RNA5SP321 RNU6-862P RN7SKP74 RNY3P2 RNU6-836P RNA5SP383 RNA5SP374 RNU6-888P RNU5B-2P RNU4-73P SNORD114-31 RNA5SP123 RNA5SP62 RNU6-1017P RNU6-263P RNA5SP27 RNU6-931P RNA5SP368 RNU1-34P RNU6-1019P SNORD114-30 RNY4P23 RNU6-1163P RNU4-42P SNORD114-29 RNA5SP396 RNU6-1325P RNY4P17 SNORD114-24 RN7SKP48 RNU6-590P RNA5SP363 RNU6-1240P SNORD114-20 RNA5SP455 SNORD114-12 SNORD114-22 RNU4-45P RNU4-17P RNA5SP283 RNU6-81P EFCAB2 ECT2L CCDC162P PCMTD2 LIME1 RTL8A EFCAB7 LIPN MSH5 PPP1R11 DISP3 RANBP17 SPINK9 SLFN12L FABP9 SNX2 OR6C3 LINC00661 ATP6AP1L OR52J3 ITSN1 C21orf62-AS1 RNPS1 SERPINB5 ANKUB1 CFAP44 RNU6-1 RNU6-157P RNU6-1074P RNU6-643P RNU6-116P RNU6-815P RNU6-439P RNU6-474P RNU6-198P RNU6-3P RNU6-1289P RNU1-44P RNU6-680P RNU6-748P RNU6-768P RNU6-41P MIR633 MIR626 MIR548A1 MIR301A MIR591 MT-TL1 MT-TF MT-TI MT-TR MT-TE MT-TT MT-TP GPX3 DIO2 STK38L MT-RNR1 TRGJP1 TRAJ57 TRAJ16 MIR548BA MIR320C2 RNU6-1242P RNU6-1000P MT-ND4L BTF3P12 RPS15AP36 LPAL2 SAR1AP2 RPL36AP48 CCDC183 CYCSP19 NPM1P7 ACTN4P1 GBP7 HNRNPA1P13 HMGB3P30 EEF1B2P2 RPS17P1 OR2G1P ITGA1 AC019080.1 RPSAP61 TTLL3 CPNE1 SMIM30 AZGP1P1 ATP5PBP2 EIF4EP5 ZNF705E KRT18P49 RPL21P1 HNRNPA1P15 SEPTIN7P2 RPS3AP21 IMPDH1P3 ZFYVE9P2 ARHGEF28 NT5DC1P2 COL28A1 HNRNPCP10 MIR99AHG CROCCP2 RPL10P10 IGSF23 MTND4P13 MTCO3P31 DDX18P3 RPS3AP24 HNRNPDP2 HNRNPA1P1 ACTG1P18 H2AZP3 NUFIP1P1 SUMO2P12 TUBB8P2 MRPL42P3 NBPF1 MTND4LP20 RPL21P16 RPS18P9 MRPL35P1 RNU6ATAC19P RNU6ATAC6P MIR548M RNU6ATAC15P MIR1294 RNU6ATAC41P MIR548H1 MIR548H4 MIR548F2 PPP2R2A OR4C12 KIR2DS4 ZNF630 RNU2-17P RNU6-613P RNU2-39P RNU4-43P RNU2-47P RNU6-402P RN7SKP188 RN7SKP73 RN7SKP30 RNA5SP111 SLC20A1P1 CCDC18-AS1 LINC00114 LINC02471 RPL26P28 TCEAL3-AS1 SNHG14 PHEX-AS1 ARHGEF2-AS1 MTCYBP11 EIF4BP3 MTND3P16 LINC01627 MTND6P7 LINC02670 LINC01689 MTCYBP29 LINC02830 PSAT1P4 DAP3P1 LINC00972 MORF4L1P4 ATP5MGP4 LINC00457 PSLNR SFTA1P FDPSP1 RPL30P1 MTND6P15 MEG8 TRAM2-AS1 MTND4P23 GTF3AP5 TAB2-AS1 MRPS18BP1 MTND4P32 EIF3LP3 OR52E3P EIF4A1P5 RANP7 LEMD1-AS1 MTCYBP12 MTATP6P21 OR8T1P HDAC9-AS1 MTCL1P1 MTCYBP31 OR52M2P KIF4B MTND4P10 DAB1-AS1 LINC02611 MTND6P11 HAUS4P1 SNRPEP10 LINC02527 WDR11-AS1 MYL6P3 MTND6P10 MTND4P15 HAUS6P1 MTND5P25 ZMYM4-AS1 DIAPH3-AS1 MTND4P5 MTND6P18 MTCO3P43 MTCYBP7 MTND4LP9 MRLN RPS26P13 TARID HSPD1P9 MTCO3P40 FAM245A MIR646HG LINC02474 MTND5P6 KRT223P VDAC1P8 MTCO3P30 ANKRD20A8P RPS15AP28 LINC00379 LINC01204 AL161636.1 MARK2P12 LINC02624 SLC25A38P1 MTCYBP9 B3GNT2P1 MAGEA4-AS1 MTND3P2 VN1R96P IFITM3P4 FKBP1AP3 OR52J2P NAALADL2-AS3 ELOVL2-AS1 VN1R32P OR5M4P ANKRD18B MTND5P7 SF3A3P1 VN1R108P RPL10P11 PPIHP1 UBE2V1P11 MTND5P19 LINC02613 SEPTIN14P1 MTND4LP21 DLG3-AS1 LINC01891 AL033397.1 LINC-PINT DLX6-AS1 AC009158.1 MYO3B-AS1 HNRNPA1P9 ANXA2P2 SILC1 PSAT1P2 MTCYBP15 USP12-AS1 OR2H5P MTCO2P34 IGHV3-43 LINC01047 MTCYBP3 MTND5P3 RSU1P2 DEFB130D PET117 RPS10P21 AL050403.1 HSD17B7P1 CYP1B1-AS1 SUCLA2P2 LPCAT2BP CNOT7P1 MTND6P9 PNPT1P2 MTCYBP10 HIGD1AP4 LINC01046 PPIAP65 STXBP5-AS1 LINC00430 MTCYBP8 EIF4EP1 NCOR1P3 SLC26A4-AS1 RPS15AP7 MTND4LP11 FYTTD1P1 LERFS MTCYBP5 ELF3-AS1 VN2R3P MTND4LP16 XRCC6P2 LINC01239 MTCO2P16 MTND6P13 MTND5P29 FMO10P MTND6P12 MTND5P23 CYP2C58P MTND4LP13 CASP4LP LINC01102 MTND6P14 LINC00607 MTND3P21 MTCO2P23 HSPE1P12 FBXL12P1 LINC02889 COX10-AS1 ADORA2BP1 MTCYBP24 SLC25A3P1 NIPA2P5 VN1R53P PSMC1P10 SLC4A1APP2 KRT8P29 MFF-DT IFITM3P1 MTND5P17 NDUFA4P2 EIF1AXP1 NMBR-AS1 TIMM9P1 LINC01378 ZDHHC20-IT1 SULT1D1P LINC02814 LRRFIP2P1 AL359924.1 XIAP-AS1 ZNF737 LRRC52-AS1 MTCO3P41 WAKMAR2 UQCR10P1 MTCO3P17 LINC01888 AL138828.1 OR4C50P MTCO3P11 SIRPG-AS1 LINC01410 OR2W3 MTND3P23 RNU7-120P SCARNA7 RNU7-46P RNU6-329P RNU7-24P SNORD123 RNU7-119P RN7SL271P CADM2-AS1 MTND4LP3 HNRNPA3P8 RN7SL255P LINC00888 MTND4LP10 NCOR1P1 ERICH6-AS1 RN7SL38P RN7SL445P SEPTIN7P4 MYL6P4 C21orf91-OT1 RN7SL776P MTND4LP7 NPM1P28 RPS29P22 RN7SL727P ACTG1P13 RN7SL205P LINC01324 RPL38P1 RN7SL68P LINC01743 MUC20-OT1 MTND4P17 MTND3P6 AK2P2 KIR2DP1 SERPINB10 RN7SL432P SOX2-OT RN7SL846P RPL29P32 RN7SL332P ARHGEF26-AS1 RN7SL807P RN7SL638P TMEM225B RPS3AP42 ETV5 OR2A1-AS1 UBE2V1 RNF139-AS1 CRNDE DRAIC SEPTIN7P14 AC044802.1 LINC01498 MTND4LP22 MTND6P8 MTND4LP31 MEF2C-AS1 MTND4LP2 LINC00613 LINC02056 UBL5P1 LINC02220 MTND4P8 TOX4P1 LINC02428 MTCYBP37 LINC01095 MARK2P5 MTCYBP40 AC124852.1 MTND3P24 AC097537.1 MTND3P3 UBE2V1P12 LINC02265 MTCYBP17 LINC00939 LINC01333 NPM1P27 MLLT10P2 LINC02113 CLRN2 PALLD-AS1 KRT18P56 AC008691.1 MTND6P17 PVT1 KRT19P6 MTND6P16 SLC7A11-AS1 MTND4P9 TRMT9B MGC32805 KDELC1P1 MTND6P2 KLHL2P1 KRT8P33 MTCYBP43 LINC01596 REELD1 AC025419.1 LINC02436 LINC01455 PRAMEF31P AC097467.3 GGCTP1 LINC00923 MTCYBP35 MTCYBP16 RPL32P3 CENPS-CORT AC099520.1 LINC02241 LINC02278 RN7SKP298 RN7SKP14 RN7SKP132 RNU6-916P RNU6-1102P RNU6ATAC13P RNU6-469P RN7SKP248 RNU4ATAC15P RNU6-875P RNU6-1046P RNU6-68P RNU6-965P RNU6-122P RNU6-1006P RNU1-117P RN7SKP197 RNA5SP402 PCAT1 MTCYBP19 ATXN7L3B AC019257.1 MTND1P5 KRT18P37 HIGD1AP18 MTCYBP20 MTND6P3 MTND6P20 PAICSP4 AC107953.2 MTND6P19 EIF2S2P6 COX6CP5 MTCYBP41 MTND4LP18 OR5M10 MTCO3P15 GNG5P3 DPP3 SEPTIN7P11 MTND1P35 LINC02722 SNHG9 OR7E2P MTND6P25 RSF1-IT1 MRGPRX9P OR8I1P AP002748.4 LINC02421 NXPE2P1 NIFKP3 RPL41P5 LINC02468 HPRT1P3 DYNLL1P4 LINC02388 PAFAH1B2P2 LSM6P2 MRPS6P4 LINC02258 SNRPGP18 SLC7A5P2 PSMA3P1 NBEAP1 LINC00520 AL355103.1 MTCYBP27 PEBP1P1 LINC00929 ACTG1P17 MTND5P32 NDUFAF4P1 LINC02253 MTCYBP23 HNRNPA1P71 MTCYBP28 LINC02240 PWRN4 AQP4-AS1 LINC02134 C16orf97 PECAM1 SMG1P7 LINC00560 LINC02168 TCF24 MTND6P33 MTCO3P24 AC233723.1 MTND4LP24 MTND4P34 MTCYBP33 AKR1B10P2 RHEX RN7SL52P MIR4795 MIR4693 KIR3DP1 MIR4465 SDHCP1 MIR4705 OTUD7B SUZ12P1 MIR23C DCXR-DT MIR5009 MIR548S MIR548AI MIR3650 MIR4524B LINC01899 MIR4782 MIR5690 CFAP298-TCP10L MIR548AG2 MIR548AJ1 MIR4506 MIR548AG1 MIR3123 RN7SL73P MIR5692C1 MIR4319 SRGAP2 BAHCC1 ARIH2P1 MIR4740 MIR3692 RN7SL14P DSG1-AS1 MRPS5P4 LRRC37A16P AL136084.1 LINC01905 SLC14A2-AS1 STK25P1 LDLRAD4-AS1 OR7E16P CARD8-AS1 OR4G4P SLC6A14 AC005176.1 CT45A1 AL009178.2 AC010618.3 ZIM2 TERC TEX101P1 SMC2-AS1 MTND4LP5 MTRNR2L13 RPL34P36 AC016727.1 CHCHD2P3 VDAC1P5 GCATP1 LINC02104 AL117336.2 MTND3P19 NDUFA8P1 AL589740.1 CASC15 SNORD114-21 RNU4-89P H3-3A-DT LINC02098 WASL-DT LINC02018 SNORA78 TBC1D3H MIR8052 MIR6740 VN1R18P RN7SL341P MIR6839 OR4G6P TRBV10-3 RNU12 MIR1264 FRG1HP MIR2909 TRBV15 GGNBP2 ACACA BEND3P3 TRAJ37 LINC02246 OR4G3P AL109920.1 AC107398.4 LINC02456 MIR4521 MIR1246 MIR550B1 MTND6P29 MIR3688-2 MIR2054 LINC02341 SULT6B2P LINC02009 MIR3974 EWSR1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/EWSR1_TARGET_GENES C1orf112 MAD1L1 KDM1A VPS50 REX1BD PAF1 VPS41 CDK11A SEC62 EEF1AKNMT NME1-NME2 ERCC1 PSMC4 ZC3H3 IGF1 SAMD4A NR1H3 MIPEP SNX1 TBPL1 MYOM2 USP2 ZFYVE16 LSG1 RETSAT GEMIN8 UTS2 POLQ HHAT EIF2AK2 SFSWAP CTSA ZNF76 ADAT1 PDIA5 PDE4A ZBTB11 ZFAT RRP15 LAPTM4A SRBD1 ATP1B3 TMEM260 ASNS RDH11 AP1M1 PDE8A PTGS2 CLASP1 TSG101 NUAK1 ZNF532 IPCEF1 SEMA3A ACTB KIFAP3 BAZ2A KLHL20 ARHGEF1 TM9SF3 NFKB2 DYNC1I2 SIRT6 ZCWPW1 TNRC6C REXO1 SCTR PSEN1 RBL1 OSTM1 JMJD4 WDR70 MPP4 SEH1L ATG16L1 NFX1 ZW10 DNM1L FKBP1A FUS GPATCH2L SLC9A1 MCOLN1 PLEKHG2 NRCAM SEL1L3 APOH CCDC80 SCFD1 TINF2 AAAS DHPS GADD45B TOP3B SNU13 POLDIP3 THOC5 MYH9 TXN2 PRMT5 ATP6V1D TIMM9 KIAA0586 SRSF5 PABPN1 PFDN4 COL20A1 CDK5RAP1 POLI TBL1X CYB5B SETD6 FBXO31 GSPT1 UBFD1 EARS2 HMOX2 MAZ TRIP4 RAB11A BMF BRF2 RAB2A ARMC1 PPP1R37 TBC1D17 IL4I1 TLE6 C19orf53 TIMM44 PPP6R1 CCDC9 FZR1 NAPA PIK3CG SSBP1 PTCD1 TAF6 RBM28 COA1 CREB3 EXOSC3 MICU1 BMPR1A ARHGAP21 CCNY DNAJC12 PPIF NUFIP2 DRG2 SMARCD2 SYNGR2 DDX5 CYTH1 NDUFC1 CTSC VWA5A FOXRED1 COMMD9 CARS1 SOX6 PSMD9 ITFG2 CAND1 COPS7A C12orf57 SMIM8 MDN1 CCNC WASF1 BYSL SRF SPARC ARRDC3 RAD1 BRIX1 CRBN XRN1 TFG RPL24 IQCG MRPL3 KANSL3 EPB41L5 NDUFS7 EVA1A MRPL19 STAT1 UNC50 ELMOD3 HSPE1 SRSF7 C2orf42 TIA1 PLEKHA3 EPHA4 DNAJC16 CACYBP RPL22 SMG7 TTF2 ADPRS MRPS15 SLAMF1 RBBP5 CNN3 ARID1A KMT2A ATF6 SPCS2 ANKRD13C WDR35 GTF3C3 DYNC2I2 PTPA FBXW2 KDSR ZBTB45 RBM25 TCTN3 SNX19 MSANTD2 KIAA1217 FAM53C KDM3B ZNF549 KIF18A CLCC1 MTIF3 SLC25A51 CYREN ATG101 EEF1AKMT3 TTC21B TNFAIP6 NEURL2 SNRNP27 USP22 MED20 SCGB2A1 NT5C SYMPK PSMF1 AP5S1 HNRNPR NECAB3 RRAS PRRG2 SCAF1 EMG1 KDM4B PRKRIP1 ALDH1A2 PSMA1 CD68 PARP2 TTI2 TOMM40 MRPL34 METTL26 MED18 CLIP1 LRP3 UBA1 ZNF428 RLIM NR1H2 DIAPH1 THAP1 FBXW9 LRRC41 IMMT UTP3 UNK CASP9 POMP ZNF767P BTG1 CCDC59 COX16 EIF2S1 ELP3 TRPM1 GRP DDB2 ACP2 TIMM10 GGACT STT3A UBQLN1 NAA35 RINT1 MAP3K7 NAT10 ZC3H10 HNRNPA1 USP15 GLUL PIGC EIF4E2 LRCH1 KDELR2 HUS1 TACO1 KAT7 CDK5RAP2 TLN1 TFAP2A BPHL VARS2 PRCP RNF121 YAP1 FDX1 KNL1 RMDN3 SMAD6 BCAR3 PNPT1 FBXO11 RPS24 AOX1 PPIG ABI2 SLC39A8 MAPK8IP3 VAMP1 DUSP6 BRCA2 ESYT1 RHOF SYT16 TPM1 BBS4 ULK3 POLG MARVELD3 NLRC5 MAP1LC3B NOB1 CLTC SAMD1 NFIC DPP9 CCDC97 ERVK3-1 NOSIP RCN3 MTF2 STRIP1 HMCN1 ZNF687 TARS2 SNAP47 LBR HSPD1 RBMS3 SSBP2 GIN1 PPIP5K2 ARHGAP26 TENM2 CDKAL1 ATXN7L1 MEPCE RPL10 RGS20 EIF3H POLE3 REXO4 SLC25A25 HABP2 TUT1 HIKESHI INTS4 PAK1 RPS3 TMEM138 CPSF7 FERMT3 VPS51 CCDC102B PPP1R1C DIXDC1 PIH1D2 NKAPD1 UBC SLC7A11 DIP2C KCTD14 ACAD8 THYN1 MFSD6 CENPU SAV1 FBXO4 GEMIN6 ARL14EP ZNF837 UTRN CWC27 INO80C NMRAL1 ADPRHL1 CFDP1 ROBO3 ANKRD40 VOPP1 GALK2 SEC13 LRP8 IL34 C9orf43 PAFAH2 NCK1 CDC25C MITD1 CNOT11 CCAR2 FBXW5 PAXBP1 STC1 UBE2Z MORC3 RGS12 CCDC107 GBAP1 LY6K CPSF4 VPS28 PWWP3A LRRC14 AP2M1 DBF4B SYCE2 RPL26 TEDC2 CLPB CYB561A3 UBXN1 NOL9 DNAJB4 DNAI3 PPP1R21 LYSMD1 SCNM1 HIPK1 RPP14 U2SURP ZNF513 RNF168 DNAJB14 BDH2 TMEM144 GRPEL2 DAGLB STK17A BMPER STEAP1 TMC1 INPPL1 DDIAS KLHDC2 NEMF PRPF18 TAF3 CASP7 OTOGL AMOTL1 NOLC1 ALKBH3 COPS2 ARIH1 CYYR1 CUL5 WBP1L IFTAP CRABP1 XRRA1 RPL27A B2M PPIB PCLAF TMEM170A SMAD3 CNPY4 CRK LOXHD1 HDHD2 ZNF668 SMG8 CDC42EP5 TK1 SDHAF2 BSCL2 SLC3A2 ATG16L2 C2CD3 KIAA1586 MAPK1IP1L ZCCHC4 COA6 IRF2 RHOH CDC40 ATXN2L LRATD2 LDLRAD4 GFM1 DDX19A CEP120 ATF5 SLC33A1 METTL15 ZEB2 HNRNPF ZNF778 ZNF212 ELP5 GABARAP UBB PRDM10 SPATA24 TANC2 FEZ2 NAIF1 FAM98B CHD7 ASXL1 ZNF318 METTL18 TRAPPC12 RPS7 TLN2 SCG2 ZNF131 IL16 MCRIP2 FIBP BANP SNTG2 FUT10 NOC3L GPR137 SFT2D3 ZNRD2 CHD2 SCAI TRAPPC3L UQCRH RBM4 XXYLT1 ZNHIT2 SNAPC5 MFSD4A HIGD2B GRAMD2A BANF1 EIF1AD EIF3F AURKAIP1 RUVBL1 CTDNEP1 TMEM39A SPRYD4 ZNF575 BDNF NCKAP5 PXMP2 C8G EFCAB5 POLE TGIF1 GBA RPS27 DMAP1 IMPDH2 BOLA1 SH2B1 EXOSC4 TUFM FBXO34 CYC1 ALOXE3 RAD23A PCBP1-AS1 TRNAU1AP RCC1 HCLS1 SCRIB ACBD4 MRPS23 PRKAG1 TMEM259 KCNIP1 NGRN SRPRA AFMID NEB DDX41 SF3A3 COA5 TRMT12 GUSBP1 TOB2 PTP4A2 DENND5A C22orf46 SNRNP35 H2AC21 THAP7 TXNRD2 H1-10 DGAT1 RBM11 MRPL30 LMLN P4HB EVI2B FFAR3 PTCH1 GSAP NUDT17 RPS23 TMEM222 EFCAB6 SHTN1 FPR3 ZKSCAN4 NWD1 EYS FOCAD ALKBH2 JPT1 TUBB SFTA2 PPIA POM121 ZNF34 NACA XRCC2 ZNF846 SNHG17 H4C3 RPS26 TAF13 ATAD3A SNHG12 RPS4X ZNF770 ASPH OGA YTHDF2 ZNF43 MDM4 CALM1 TAFA2 F5 MTCO3P12 RPL10A MT-CO1 CHAMP1 SREBF2 APRT MIRLET7A1 RNU1-19P RBMS3-AS2 MSTO2P SNHG5 NEU4 TAP2 PRRT1 MRPL38 STK19 DXO ABHD16A AKT1S1 LINC02716 C11orf91 ITSN1 CRYZL1 C21orf62-AS1 ANKRD28 THUMPD3-AS1 SNORA57 RNU6-1 RNU6-2 MT-TW SELENOH MIR759 RNU6-1055P LINC01089 NUP62 C8orf82 GTF2H4 MDP1 IRF9 SDC4P ANG PPME1 B3GNT10 TOMM6 CSKMT PHB2 TMEM242 SLC25A5P7 RNU6ATAC TIGD1 UBA52 PPT2 EXOSC6 VPS52 LAPTM4A-DT EPB41L4A-AS1 HCG14 LINC00705 JPX SBDSP1 PROSER2-AS1 NOL7 KCNIP2-AS1 LINC01907 AC079145.1 LINC01132 SELENOOLP HCG20 LIMS1-AS1 WEE2-AS1 MRPS18CP6 HCG24 THAP7-AS1 HM13-AS1 THBS3-AS1 MAP4K3-DT GORAB-AS1 RPS18 GNG12-AS1 SMG7-AS1 GPX1 LINC00690 LINC02609 LINC01681 FAM133B SMIM27 HIPK1-AS1 RPL21P40 HIGD2AP2 RBMS3-AS3 AL445231.1 SCAT8 DNAJC9-AS1 LINC01812 RGL2 LINC01275 FAM200B RNU7-90P RNU7-27P SNORD5 CASTOR1 RBM14 PCDHA13 NME1 ISY1 LINC00886 CECR3 ATP5PO LINC01322 MIATNB N4BP2L2 USP2-AS1 AP000866.1 GS1-24F4.2 DIAPH1-AS1 CDK11B LINC02362 CASC11 KRTAP5-14P LINC02218 PVT1 PDCD6 AC244502.1 TMEM108-AS1 F11-AS1 LINC02384 MALAT1 RNA5SP436 RNY4 LINC02847 MINCR ATXN7L3B LINC02732 AP002495.1 BBOX1-AS1 CYCSP26 LINC02695 EEF1G LINC02739 HTD2 LINC01495 POLR2M SNHG1 AGAP2-AS1 POLG2 ZNF350 KRT127P TMPO-AS1 ITFG2-AS1 PPT2-EGFL8 AL158801.2 RNASE4 CEP95 PEBP1P1 LINC02304 LINC01571 LINC02846 ZNRD2-AS1 LINC02562 AC106820.5 Z97055.2 AC124068.2 LINC01686 AC012184.3 ISY1-RAB43 DLGAP1-AS2 LINC01569 MIR4799 MIR4503 MIR4645 MIR924HG RMRP HSPE1-MOB4 GRAMD4P8 AL390955.2 HTATSF1P2 IRF2-DT PACERR H4C6 SNORD25 H4C13 RN7SKP175 XKR5 RNU12 SNORD26 C11orf98 RBM5-AS1 MIR5087 GUCY1B1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GUCY1B1_TARGET_GENES RAD52 LASP1 DVL2 ZNF263 CLCN6 MKS1 MBTD1 UTP18 PPP5C MVP RALBP1 ZNF839 ZDHHC6 VIM GRN ALG1 TBC1D23 ZZZ3 VCAN CLEC16A CTNS LSG1 ATP6V1H LTBP1 POLR3E RIOK2 MPC1 DGAT2 HAGH CTSA TAF11 GNAI3 PKN2 ZC3H15 YBX1 MYO9A HYAL2 HDAC4 POLR1A UFD1 LRP6 PHRF1 SLC44A1 TMEM260 AFF4 EED ZZEF1 TUBE1 SNRPA FDFT1 PUM3 BZW1 PLOD1 RRAGB ZNF446 RPS5 TXLNA AGBL5 CHERP BAX TGDS CRLS1 SNX5 ANAPC5 FUS BIRC5 SPG21 MCOLN1 PDPR PLEKHG2 DLD WDR7 TXNL1 FH OSGEP CDC45 MRPS18A EFHC1 WASHC2A MZF1 MYO9B GADD45B SNRPD3 RHBDD3 HMGXB4 RPL3 EIF3D PRMT5 DAAM1 APEX1 PNN IFT52 PFDN4 RNF24 HM13 MROH8 DHX35 DNTTIP1 MAP1LC3A ADNP2 CEP192 ANKRD12 MCTS2P TAZ CDK16 HTATSF1 GLA FNDC3A VWA8 PHKB SLC38A7 CMC2 NAGPA CIAO3 CLCN7 FBXO31 UBE2I STX4 CDIPT LACTB RAB11A ZDHHC2 BRF2 EEF1D MAP4K1 CLPTM1 PPP1R13L SGTA PPP6R1 RPS16 PLD3 NAPA GSDME CPED1 EIF3B SNX8 ZNF862 ANKMY2 FKTN KDM4C ZFAND5 SMC3 CUL2 DDX5 ZNF330 FRG1 FNBP4 PPP6R3 BIRC2 COMMD9 HPS5 GTF2H1 KCTD10 LTA4H CDKN1B COPS7A CDCA3 USP5 C6orf62 CUTA TXNDC15 BCL6 RNF7 NDUFS7 LOXL3 DOK1 UNC50 GGCX COQ10B C2orf42 TIA1 KIAA2013 RRAGC KLHL12 ZNHIT6 ATP6V0B PIK3R3 DPH5 UTP25 RSRP1 STMN1 RPA2 POLR1G CFAP94 VAMP8 MYL12B RPN2 MFSD1 GTF3C3 FKBP15 KDSR YLPM1 RBM25 NRDE2 AFTPH MRPS14 WBP4 FAM53C CLU CIT DDX54 ATG101 SLC36A1 SNX21 WFDC3 NCOA5 NEURL2 ZNF45 C16orf70 DMAC2L CLPP RPL23 PSMF1 SNRPB MGME1 DNAJC8 PCNX4 HNRNPH2 POR DGCR6L MBD4 PSMA1 ILF3 PARP2 TTI2 SGO1 DOHH LSM4 METTL26 LRP3 RBM39 COX4I1 EMC8 HAUS8 NR1H2 DNAJB1 LRRC41 PTCD3 TRIM47 VPS13B DAP3 DCAF8 CTNNBL1 CDK8 RFC3 WDR74 IPO8 ELP3 CEPT1 PUM1 P2RX4 CEP162 ITGA7 BLOC1S1 CDK4 GNS TMEM127 IGF2BP3 BZW2 EPRS1 CCDC115 IMP4 SLC31A1 ATP6V1G1 DSCC1 PLAA MRPL15 SQOR KNL1 BCAR3 PREPL DNAJC13 SLC35A5 SHF NUP54 GUCD1 GABARAPL1 TMTC3 RITA1 VPS33A NAA30 LINS1 POLG UQCRC2 MAP1LC3B GALNS G6PC3 CLTC CSNK1D DYM DPP9 CCDC97 PSMB6 ITGB3BP PIGK NUF2 RGS5 HAX1 ILF2 CAMKMT UBXN4 SUMF1 TRPM8 ABHD10 ATG3 ANK2 RPS3A ZMAT2 TRIM41 ABT1 LUC7L2 SLC25A37 GOLGA7 AOPEP NR6A1 REXO4 NTMT1 ZEB1 TAF5 CCDC82 CHEK1 DLAT NOCT UBE3B VTI1A CACUL1 CWF19L2 DCLRE1C PRDM8 CNKSR3 HS2ST1 AK5 TSEN2 CCDC174 FLCN ATP6V1C1 DRAM2 C8orf37 BACH1 MTERF3 PTDSS1 NPTN UTP14A ATAD2 NSMCE2 EIF4A2 PAXIP1 AASDH RNF111 SLC35B2 SPPL3 CNOT11 PAXBP1 ALDH4A1 UBR1 ATP6V0D1 CCDC107 C19orf47 VPS11 UBE2Q1 GBAP1 SLC25A44 PLXDC1 RNASEK-C17orf49 AMDHD2 CZIB KLHL21 NTNG1 MEMO1 DPY30 YY1AP1 PRKCI C4orf36 RPP14 IFT122 GNL3 PBRM1 PDSS2 CDCA7L DNAAF5 OXR1 FMC1 WASHC5 PSIP1 NOL6 FBXO33 MARCHF8 RPUSD4 PIP4P1 ZNF219 METTL3 FRAT1 CPSF2 TCP11L2 BAG5 SENP8 TPP1 CENPN LEO1 GOLM2 SLFN5 ISLR2 TRAPPC2L DNAAF3 EEF2 GLOD4 WDR81 CYB5D2 E4F1 HJV NDUFS5 ZNF507 FEM1B COMMD8 HSPBAP1 METTL15 SPNS1 CSGALNACT2 GUSB FOS NUDT9 RNF34 MBD3L1 PRKCE TADA3 SOCS5 MRM3 TLN2 CYCS MTBP MRPL13 BSG BPGM MCRIP2 AFF1 RAD9A WASHC2C DMXL1 KAT5 RNASE11 UQCRH DDX23 RALGAPA1 B4GAT1 CNIH2 CATSPERD MED16 AURKAIP1 BASP1 SMCR8 MTHFR TOP3A GBA NAALADL2 POLR2L CCDC184 BET1L RIC8A GTPBP6 SELENOW EIF3K MRFAP1L1 MRFAP1 ALOXE3 TIGD5 PDXDC1 FAHD1 CCDC43 HARBI1 CUEDC1 NPM1 FRAT2 TMEM259 MRPS16 TSPEAR-AS2 EWSR1 SELENOF ASB7 COA5 NDUFB1 GUSBP1 TMEM50A GPR173 CMSS1 ZBTB40 APOO RBM33 FAAP100 LAMP1 HEXIM1 COMMD6 C19orf54 CLN3 ZNF292 SLC35E2B HRCT1 SUPT5H IARS1 LONP1 ZNF34 IPO4 PRPF40A HDAC2 TOMM7 DDI2 SHPK TAF13 FAM118B WWP2 UVRAG CEP290 GLMP KIFBP VTRNA1-1 RNY1 VTRNA1-2 RNY3 RNVU1-21 VTRNA1-3 FAM229B EFCAB7 LINC00963 TMEM273 ABCF1 TBC1D8 LINC01556 C12orf73 ETFRF1 C5orf51 C21orf62-AS1 RNPS1 DNAJC19 RNU6-1 RNU6-2 RNU6-9 SACM1L HEXA GPSM3 TREX1 RPS29 CENPBD1P1 TSPAN4 ANG AC009053.1 CDIPTOSP POLR2J4 LINC01588 NEURL4 ALOX12-AS1 SDHAP2 AC009403.1 RNASEK CD83P1 H3C9P RNU6ATAC HDAC4-AS1 RNU2-2P HCG14 RPS27AP6 LINC01623 DNAJC9-AS1 AL158070.1 LINC00687 BX284668.2 HDAC2-AS2 LIMD1-AS1 SGO1-AS1 AGBL5-AS1 MCTS1 FAM133B JRK FAM21EP BCYRN1 ZEB1-AS1 FAM21FP SNORD2 SNORD13 GET4 PARGP1 ARPC4 MUC20-OT1 AP5Z1 SOX2-OT LINC02453 NEAT1 FRG1-DT AP001922.1 LINC01962 LINC02380 ARPC4-TTLL3 RNY4 LINC01605 VPS13B-DT EEF1G LINC02739 HTD2 AP001107.9 UVRAG-DT COA8 AL132780.1 AL157911.1 RNASE4 CEP95 AL606760.3 HOXB7 AC008074.2 HEXA-AS1 AC009065.4 LINC02136 AL022069.1 AL023803.1 AC124068.2 OR1F1 SNORD43 AP005329.1 MIR3124 TIMM23 NDUFV2-AS1 MIR4754 AP002449.1 ILF3-DT AC009005.1 AC009061.2 VTRNA2-1 AL022097.1 AC010240.3 AP003392.5 PAXIP1-DT RN7SL2 RN7SL1 H2AC8 VWA8-AS1 MCM8-AS1 LINC00921 GHET1 AC107398.4 MIR4521 MIR5087 EEF1AKNMT ADCK1 MAPK6 MYNN PPEF1 PMP22 NCOA7 SOD2 RPS15 USP9X STK35 AHDC1 ITFG1 MORC2 EMP1 SLC49A4 SMARCC2 USP3 WRAP53 TERF1 CIZ1 PAMR1 C10orf90 H4C8 RHOBTB3 NEMF ENC1 HSPA6 SH3BP5L ATG13 EID2B ARL6IP6 HMGN4 JRKL SNORA21 RNA5SP304 CHCHD2P6 MAPK6-DT MIR4439 MIR3912 LINC01775 RPARP-AS1 FMC1-LUC7L2 RNVU1-31 CDC37L1-DT RPPH1 PSMB3 RN7SL3 ID2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ID2_TARGET_GENES HSPB6 REX1BD TRAPPC6A UBE3C SPRTN UQCRC1 TTC19 NUB1 NUDCD3 NRXN3 RTF2 CCDC28A HSD17B6 NR1H3 CD44 VRK2 ARNTL2 RANBP3 MAP2K3 RNF19A DEPDC1B MYOM2 FLT4 PSMA4 PARP3 SLC4A8 MRTO4 ARID4B USP36 PRDM1 ATG5 TMCC3 PPP1R12A ATP2B4 CTDP1 U2AF2 EPN1 INTS13 PKN2 EVI5 TP53BP1 RRP15 RHOA DHX8 LRP6 ASNS ST6GALNAC2 RAD18 LLGL2 REXO2 UNG UBE2T SNRPA DYNC1I2 JADE1 NEBL TULP3 XRCC5 MKNK1 CIC SMARCA2 CNOT4 HSP90AA1 EXD2 DELE1 CCNT2 BCKDHB ZNF446 STARD7 HAL AK6 MECOM POMGNT1 SNX10 HSD17B2 UIMC1 RFX2 DDX18 TGDS DYNLL1 SNX5 MAPKAPK5 CFAP61 GMIP GPATCH2L PPP2R3C RNF31 SUPT16H GEMIN2 SEMA6A NUP50 SUCO CREM HNRNPH3 JAK2 PCSK5 CEP170B CRKL LZTR1 PIK3IP1 ANKRD54 EIF3L CENPM RANGAP1 SDR39U1 PRMT5 PSMA3 ZC3H14 PABPN1 PRORP PSME2 SEL1L2 CRNKL1 ACOT8 RNMT POLI USP11 NDFIP2 CLN5 CYB5B SLC7A6OS CRYM RNF40 DTWD1 UBE2W GDAP1 NDRG1 SPAG1 ARHGEF10 KCTD9 SARS2 PPP1R37 TBC1D17 CCDC130 TIMM50 PLD3 CCDC9 NAPA SYNGR4 DBP GCDH MAST1 PRPF31 TFPT PIK3R2 RAB3A PMPCB DNAJC2 BET1 PON3 DUS4L ZC3HAV1 ADAP1 CAV2 MET SSBP1 GARS1 PHF14 MEST CHCHD3 PSMA2 MRPL32 COA1 EIF4H KANK1 EXOSC3 SEC23IP FBXW4 MTPAP TRIM37 TUBD1 RPS6KB1 RECQL5 INTS2 CAMTA2 NUP88 DDX5 MRPL27 EFTUD2 DCUN1D4 NDUFC1 CLCN3 UFSP2 SNX15 EHD1 ANAPC15 CEP164 RPS13 TCIRG1 COQ5 MVK PRR4 ALDH2 GTF2H3 EIF2B1 PTPN6 C2CD5 RAB35 TMEM14C RNGTT SOD2 ASCC3 RPS12 MDFI CCND3 FBRSL1 GHR APBB3 TMCO6 IK FAF2 FAM172A RAD1 BRIX1 SLC12A7 TRIM23 TRAPPC13 SEC24A ERGIC1 ZNF346 SELENOK CLDN16 SLC25A36 GNAI2 NPRL2 RPL24 CYB561D2 WDR48 RRP9 KANSL3 SF3B6 TP53I3 STAM2 MPV17 PCGF1 RTN4 PECR UNC50 CCT4 MOB4 CNPPD1 HDLBP GORASP2 ATF2 TIA1 TNR PARK7 FBXO2 SLC35D1 GADD45A ZBTB17 EXOC8 C1orf109 RLF APH1A P3H1 RPA2 TXNDC12 ESYT2 SPCS2 PHF3 ARMC2 NDUFB3 PTBP3 RAB14 HSDL2 AFTPH CRIPT C10orf88 AVPI1 KANSL1 NUDCD1 ENY2 PROSER1 ETF1 SERP1 NFYB APAF1 PTK2B CEP89 ZNF639 TMEM54 RPL5 SEPTIN7 ARL4A SLC25A51 DNAI1 DDX54 CCDC91 SPRYD7 OPTN TUBA1B USP45 B9D2 STAMBP NAGK MRPS7 GGA3 C3 SYMPK GNRH2 MGME1 ASL DYNC2I1 NUP214 CANX EMC1 EMC6 METTL16 TUBA4A SEM1 MTERF1 EMC4 MRPS12 SUMF2 PIMREG RPAIN SLC44A2 BCL2L2 ELOF1 FAM98C SLC27A1 UCK1 UBE2M MAP3K10 MED18 PPAN SHFL POLN ACSS2 CAP1 MGAT1 TUBG1 NDUFA2 RHPN2 FAAP24 FIGNL1 ITGB4 PRMT7 NIP7 ZSWIM3 USPL1 AGAP3 LARS1 HSD17B4 LOXL2 YWHAQ MYCN ACP2 CDCA8 ELP2 TMED7 OASL CCDC146 HILPDA NAT10 CDK4 TSPAN31 ESPL1 ZC3H10 MDM2 TTLL4 MRPS9 SCYL2 LMO7 RCBTB2 DBNL TANK MYC VARS2 CREBZF YAP1 CTDSPL2 KNL1 GCHFR RTCA IFT172 SELENOI DTNB KIF11 ASCC1 IDH1 WDR12 SLC35A5 MNS1 TMOD3 SEC31A KIAA1109 CASP6 FGD4 CERS5 MYG1 WDFY2 VPS33A NAA30 WDR20 SERF2 TPM1 ARRDC4 PMM2 SLC39A6 WRAP53 NARF RETREG3 FEM1A MVB12A APP AKT1 SAE1 NOSIP PGD WDTC1 PSMA5 MPC2 DCAF6 POU2F1 PPOX TOR1AIP1 TUFT1 UBAP2L HAX1 C1orf43 NBEAL1 ATG3 EIF2A TCTA EAF2 TBCK ROPN1L MARCHF6 PLK2 SSBP2 RASA1 BDP1 WTAP SLC12A9 MIGA2 NRBF2 POLR3A MTG1 CCDC82 RPS3 TTC12 MTA2 B3GAT3 CHEK1 CNBD2 LTO1 MIA2 MTMR12 TIMM8B DCP1B UEVLD CDC123 SCLT1 C4orf33 CENPJ POC5 FAM151B HOMER1 NADK2 SAR1B GGPS1 ZNF117 RAD17 BMP6 CHD1 OTULIN CC2D1B CXXC1 EME1 C16orf87 RHOC CNOT8 FAM126B NDUFAF6 SFR1 PCDH1 EEF1A1 UBE2L6 NSMCE2 MALSU1 VPS8 EIF4A2 FZD1 RNF111 KRTCAP3 FAIM NPM2 RAPGEF6 HLCS PKNOX1 MCM3AP PRMT2 C19orf47 FLAD1 UBE2Q1 RUSC1 SQSTM1 FBXL13 PSMC2 PCYT1A SAP30BP TMEM143 SPC24 EIF4A1 RPL26 LBHD1 NXF1 HENMT1 DENND2D TFB2M CNST FBXO41 ANTXR2 HELQ MRPS18C TMEM169 TSACC CCT3 NEK10 GTPBP8 PPM1K TTC14 MEAF6 UVSSA S100P C1orf50 AIMP1 SPRY1 RNF123 SAP30 NAA15 ARFIP1 TMEM161B SLC25A46 GDF9 UQCRQ CREBRF SAP30L COG5 CDCA7L ORC5 SUN1 WASHC5 FAM219A LETM2 HNRNPK STOML2 MICU2 NUDT5 METTL17 PACSIN3 IKBIP DEPDC4 FAM227B STXBP4 CUL5 ANAPC16 TAF10 IFTAP XRRA1 CIAO2B AKTIP CCDC103 POP5 GATAD2A RHEBL1 PROSER3 TRAPPC9 ZNF444 MFSD3 E4F1 SRRM2 RAB3IL1 SLC3A2 SEPTIN2 DTYMK ING5 ATXN2L HEXIM2 DNAJC21 CNNM3 CSNK1G1 THBS3 CA5B SIN3A CLIC4 CLIC3 PDCD6IP FAXDC2 GPRC5C ARL6IP1 ARMC10 POLH TPT1-AS1 DNAJC24 DCDC1 FEZ2 ATP6V0E2 SCAND1 ZBTB26 ZNF584 TCEA2 CTPS1 RNASEH1 FRMD5 TEFM MACROD2 HINFP RNASEH2C OXSR1 HECTD4 FAM222B HPSE MRPL57 COMMD1 IQCB1 MST1 ADGRF3 CHD2 C11orf80 HAP1 MARCHF3 RGMB ADCY6 ZNHIT2 ZBTB4 SLC16A13 SNAPC5 KLC2 PPP2R2D ERCC4 SLC35E3 SLC35A4 MYPOP ZNF843 SMCR8 SIX5 FAM210A TOP3A PIDD1 RPLP2 DNAJC28 ANXA2R FLII HNRNPA0 ARL6IP6 IMPDH2 PLEC TMEM11 ZFAND2A FAM220A PARP10 SPTY2D1 TCAIM PLD6 PUF60 PSTK TRNAU1AP SKIDA1 ARSJ PPA1 CMTR2 POLR2A LINC00471 SNRPE RTKN2 GET1 MRPS16 MOB2 YBEY EXOC7 KPNA2 C16orf72 TMEM121B CCDC125 JRKL PRR14L UPP1 TBK1 SMTN DIABLO CMSS1 COPB2 XPOT CDCA2 LRRC26 TMEM186 PGBD2 CDNF INKA1 ZBTB3 DRG1 LCE3A GSAP CENATAC CA5BP1 GPATCH8 ZNF397 HEXIM1 TMEM232 PLCD1 RSBN1L EPOR MAGI2 HSPA14 H2AX C19orf54 SRSF10 DPYD RBM34 ZNF292 ALKBH2 BLOC1S3 C15orf61 HMGB1 SPAG16-DT CCDC189 HRCT1 MPHOSPH8 SRGAP3 SUPT3H NIF3L1 EPHB4 PRPF40A MAML3 SRGAP1 FITM2 SSPOP RAB40C CDC42SE1 MCMBP TAF13 INKA2 VPS13A LEKR1 PRIM1 ZNF627 RUSC2 CIPC KIFBP RNVU1-22 SNORD118 SNORD115-11 VTRNA1-2 RNU4-2 C6orf99 SNHG5 OXLD1 BRD2 STK19 DXO SDHD BAG6 CCHCR1 ZNF616 ZNRD1ASP AKT1S1 ATP6V0E2-AS1 C12orf73 C4orf47 IPO7 CRYZL1 SRRM2-AS1 SERPINB5 METTL6 MIR615 IGHD2-8 EWSAT1 TRIM59 COG8 ERV3-1 HEXA SLC35F6 MDP1 TAX1BP3 APTR HAUS3 FAM185BP FAM187A ZSWIM7 NEURL4 AC009403.1 NBPF1 FAM228B MIR1275 CCNT2-AS1 SNHG14 ENSAP1 TANK-AS1 HMGB3P22 PAWRP1 ERCC6 RUSC1-AS1 NUP50-DT DNAJC9-AS1 STEAP2-AS1 INKA2-AS1 LINC02585 WEE2-AS1 PIK3IP1-DT SEPTIN7-DT ZFAND2A-DT LINC-PINT PRH1 DARS1-AS1 IDH1-AS1 NEBL-AS1 SEC1P STXBP5-AS1 RNASEH1-AS1 MAGI2-AS3 MAPKAPK5-AS1 CHCHD2P6 LINC01664 AC087294.1 LINC02651 FBXO30-DT LINC00941 ZNF815P ZBED5 LINC01810 AL109615.3 TMEM250 PPIL3 PISD DENND6A-DT AMACR MRPL33 PPAN-P2RY11 EFNA4 RN7SL832P RPL30P11 MALINC1 SAP30L-AS1 SNHG6 RRS1-AS1 PPM1K-DT RGMB-AS1 PGAM5 CKMT2-AS1 SPTY2D1OS TMEM161B-AS1 NRAV AC046134.2 PDCD6 HOXC-AS1 ROPN1L-AS1 TMED7-TICAM2 RNU6-327P RNU6-1236P HNRNPA3P7 HOXA-AS2 CENATAC-DT NOX5 SNHG1 DENND5B-AS1 AC010186.1 POLG2 PLBD1-AS1 AL132780.1 SPESP1 BCL2L2-PABPN1 CEP95 AL132639.2 AL359317.2 AC104590.1 AC025043.1 IQCH-AS1 MRPS21P8 AC008074.2 HEXA-AS1 AC005837.1 AC010491.1 TMEM202-AS1 DLGAP1-AS2 TMEM256-PLSCR3 MIR4276 AARSD1 AC011444.1 MZF1-AS1 AC005759.1 SLC25A53 ZNF528-AS1 AC010531.6 VTRNA2-1 SAP30-DT CYFIP1 TAF9 PPP4R3B MIR6814 LENG9 RNVU1-4 SNORD30 CISD3 MRM1 MRPL45 CCDC28A-AS1 SH3PXD2A-AS1 ABCC8 CELSR3 MAPK8IP2 LRRC23 IARS2 PPP2R5B TNRC6C CDC14A RAPGEF3 SEH1L CNOT3 BTAF1 DMC1 PYGB NINL PPP1R16B LIPG AXIN1 HNRNPUL1 ATP1A3 ITGB8 SP4 DDX50 PHF12 LPXN DTX4 OAS3 TIMELESS ATN1 FGFR1OP2 MDGA1 MRPS27 TXNDC15 CENPA EHBP1 COQ10B NOL10 C2orf42 WRAP73 RSRP1 FBXO30 FLVCR2 TRIM25 TOX2 USP9X ROMO1 AGO3 PRR12 RASL11B PPAT ATF4 PNISR KHDC4 ZNF414 BTF3L4 EGLN1 WNT10A IGF2BP3 PIM1 TCF19 ESYT1 NOL3 NDUFB10 TOB1 TP53 PMAIP1 PFKL GPN2 CCN1 EIF2D CNIH3 PLEKHA6 SPAG16 RETREG2 ABHD10 G3BP1 TAAR2 ARHGAP39 TRPT1 PIP4K2A PIGF CACNA2D1 SDHAF4 LARP1 FBRS SYN2 NR2F6 WDR90 SPICE1 SKA3 SLC39A13 ARIH1 C2 RAG1 NDST2 MAP1A TTYH1 ZNF232 ATG16L2 RPSA LETM1 TIGD4 NFRKB FOXA3 AKAP13 CLSTN1 CES2 MTX1 RCE1 TOMM20 DENND6A CCDC168 B3GALT6 CIDEA CNTD1 SH2B1 GAK TUFM RRS1 PIPOX CUEDC1 OXTR ZFP41 GRIN2A COA5 C10orf120 CLDN6 SEMA4B NSMCE3 CCDC137 HGS NANOS3 NHLRC3 BTBD8 ZNF786 TMEM116 UCKL1 RNU6-103P SNORD115-35 ZNF425 ITSN1 SNORD101 SNORD15A SNORA14B MIR495 SNORA48 TRAV8-7 TAS2R14 RNF11P1 CCDC183 EML6 AC025171.2 RPS7P6 MIR933 RTCA-AS1 ZNF25-DT THORLNC TOB1-AS1 RGL2 PSMB9 RPL13P5 LINC01168 PPIEL DDOST ZBED5-AS1 LINC02122 SHLD3 BORCS8 LINC02361 LINC00524 MIR3621 MIR4635 MIR3125 MIR3613 AC132938.3 MIR4512 SNHG30 RNU6-92P PPP4R3B-DT MIOS-DT SNORD25 SNORD26 SNORD22 THRIL AC007920.2 MIR6828 MAP2K1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MAP2K1_TARGET_GENES PKM HOOK2 SGK1 H2BC11 MAT2A FOS GAS5 MALAT1 MIR5087 TOP2B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TOP2B_TARGET_GENES GCLC STPG1 RHBDD2 IFRD1 CYB561 DYRK4 NME1-NME2 RNF216 SYT7 EXTL3 NCDN AQR ZNF839 BIRC3 EHD2 NR1H3 PEX3 RFC1 RPL26L1 SPDL1 LTBP1 LETMD1 RC3H2 GATB RNF4 LIMCH1 TNPO3 BORCS8-MEF2B RFXANK HMG20B GSTO2 TNFRSF1A UFD1 SLC44A1 PTPN21 EIF2B3 STK10 FBXW11 CDHR2 DPP8 ACAT1 CLUL1 WDR70 TTC39A ATG16L1 USP40 B4GALT1 MLF2 SLC9A1 YPEL3 TMEM101 CDC45 TLL2 MYO9B TOP3B TOMM22 RHBDD3 PRMT5 DCAF11 SEC23A PCIF1 MRPS31 INTS6 POLR2C SETD6 BCKDK TRIP4 RAB11A CD276 TMEM87A BRF2 DECR1 POP1 PPP2CB CCDC130 VRK3 YJU2 TJP3 WDR83OS DNAH11 EXOSC3 MAPK8 ACBD5 DKK1 CSF3 DHX40 PIGL RNF167 SLC25A11 DPH1 AREG TBC1D19 ZBTB16 HSPA8 EHD1 KMT5B RPS13 VPS29 DDX55 C12orf57 RWDD1 MAN1A1 MAPK14 KCTD20 CRYBG1 TFEB RNF130 CNOT6 POLR3G RAD50 IL5 SEC24A TXNDC15 CLDN16 COMMD2 KANSL3 PIKFYVE INO80B NDUFS7 NFE2L2 GNPAT RBBP5 SLC35A3 NSL1 HMGN3 IDE WDR11 DUSP1 KDM3B MTERF2 ECHDC2 PSPC1 ZNF205 INHBA TWIST1 WDR83 IKZF4 STX16 RNF114 RBPJL MCEE MPHOSPH10 SNRPC AARS2 ZNF391 POLR1B SDCBP2 GZF1 PSMF1 MKKS SNRPB2 HECTD3 BECN1 DYNC2I1 PIN1 METTL25 METTL16 POR MTERF1 IFT22 KLHDC10 PSMG2 SERGEF PARP2 EGLN3 CDC16 RPL36 ADRM1 METTL26 CASZ1 PPIL4 AAR2 RBM39 HAUS8 PSME3 DIAPH1 EXOC4 TNS4 LRRC41 RAF1 TBC1D14 TERF2 TMCC2 SPART AGAP3 CCDC59 SBF2 COX16 REG4 CDC73 RBM17 ACP2 DHX34 SLC37A2 RFK TAOK3 USP30 RINT1 MTO1 PAN2 COG2 PIGC MRPL44 EIF4E2 EDAR DRAM1 MED4 TACO1 TANK KCTD3 PSMB7 VARS2 PARP6 MFSD13A IDH1 OLA1 HERC3 BMPR1B CCNG2 PPA2 MTTP POC1B TMTC3 KANSL2 DENR GTF2A2 TPM1 POLG SEC11A NOB1 WRAP53 TMC6 FOXK2 ZNF473 RPS11 KIAA0319L SYTL1 ALDH9A1 DCAF6 PPOX PRUNE1 MCL1 MINDY1 DYRK3 GATAD2B ILF2 C1orf131 PDIA6 SNRNP200 CDCA7 COPS7B TAGLN3 TRMT10A PYURF CAMK2D DDX46 GPR6 SNTG1 ADHFE1 LRP12 FRA10AC1 ITPRIP SYT8 C11orf49 VPS51 PIH1D2 NKAPD1 RAD9B KCTD14 NDUFC2 CENPU SH2D6 SAR1B ADGRA3 CHD1 SLFN13 CCDC144B AGPAT5 SLC7A7 RBM45 PCDH1 PDE6D HTR5A DHRS1 C2CD2 CIB4 MITD1 AHCYL2 CCAR2 MIS18A FBXW5 HLCS NAE1 RRP1B ZER1 CCDC12 NAPEPLD MFSD12 RPL26 NOL9 DHRS3 C1orf52 C1orf74 FLVCR1 BPNT1 RPRD2 VPS72 CGGBP1 CLDN1 TRIM46 KRTCAP2 TSACC CCT3 EIF5A2 COX18 PSMD6 IGF2BP2-AS1 TIGD6 TENT2 LINC01600 STK17A STEAP1 MED30 FXN TAF3 BMS1 PIP4P1 CCDC186 API5 ALKBH3 CYB5A FAM111A PCLAF TMEM170A NAV2 C15orf48 PIP5KL1 ACAA2 NXN ZNF232 ABCA3 ATG16L2 CTNNB1 ZCCHC4 H1-4 MPLKIP ATXN2L STX18 PTK2 BCRP2 MT1E DCXR UBB FAM241B FAM98B LRRC8C CXXC5 ZNF554 NME6 CALB2 MTBP TEFM MRPL13 MCRIP2 ZNF596 RAB37 NOC3L MFSD4B TRIB1 NABP1 CHD2 UQCRH TAS1R1 PSMD1 AGFG1 B4GAT1 CEP135 PDE12 PDIK1L ZNF408 ARHGAP1 SMAD2 EIF3F SUGCT ZNF77 SPHK1 RBIS C8G ZBTB34 CENPBD1 NDUFAF3 DALRD3 FBXO34 EXD1 C3orf38 ALOXE3 CITED4 H2AC6 GPR157 ACBD4 GINS3 BACE2 EWSR1 GUSBP1 GPR39 DENND5A ADAP2 ATL3 DGAT1 CA13 INTS5 PGBD2 MRPL30 MRPL40 BRWD1 DNAH14 CYP2R1 TMEM222 ZSCAN30 CHP1 THSD4 FAM83G ADAT2 TMEM63A CD55 NOP9 ZNF398 ZNF165 VEPH1 IRF1-AS1 CCDC180 CEP290 VTRNA1-1 VTRNA1-2 TATDN3 H2BC18 LINC00963 MICA PSORS1C1 LINC01556 AC008429.1 ZNF425 C12orf73 SNORA57 DNLZ GTF2H4 GANC PRCD ALG3 CSKMT ARHGEF28 AATBC AL451074.1 TIGD1 RNU2-37P RPL23AP53 LINC02593 EDRF1-DT TANK-AS1 LINC00620 CT62 JPX WDR11-AS1 LINC00111 SNAP25-AS1 TPI1P2 TEX48 ZNF232-AS1 FAM133B PRKG1-AS1 INTS6-AS1 NR2F1-AS1 ABCA17P RUVBL1-AS1 NME1 ISY1 RN7SL521P PISD ARFGAP3 MICAL3 LINC02273 DIAPH1-AS1 STX18-AS1 BMPR1B-DT MCPH1-AS1 LINC02615 MALAT1 MINCR BORCS8 STX16-NPEPL1 LINC02739 MIR100HG AP001107.9 BRWD1-AS2 ZNF271P AL132780.1 AL158801.2 LINC02332 NDUFC2-KCTD14 AC011374.1 AC124068.2 LINC02168 ISY1-RAB43 ZNF213-AS1 SEC22B AC007431.2 MIR4482 SNHG22 AL118506.1 ZSCAN16-AS1 DCP1A H2BC8 INO80B-WBP1 TADA2A MIR6781 C11orf98 UPF1 SKAP2 CEACAM7 PHLDB1 PDE8A SCAMP1 FXYD3 EFNB1 HNRNPC CRTAC1 PALM HIRA GINS1 ZMYND8 TPD52L2 PYCR3 SLC1A5 EIF3B LOX FOXP1 GADD45A PTK2B POLK ARHGAP40 FOSB UROD CDKN2D NRL DAD1 WDR74 ABCC12 KATNB1 TP53 FHAD1 ECE2 ABT1 SURF6 SLX4IP ZFP36L2 H2BC5 CARMIL2 ZYX CCDC107 MRNIP NAXE RPN1 CITED2 INTS1 KRT8 TRABD RSL1D1 PXT1 RCC1 C1orf105 EFNA5 INKA1 BICD2 SPRY4 ARID5A ARHGEF12 SLC22A5 FLVCR1-DT FAM153CP IGFL4 HCP5 RNVU1-15 LINC02026 ANG RNA5SP60 LINC00205 HSPA7 ATP5MC1P1 AL138828.1 RPL35AP17 RPL35AP16 SNHG3 TNFRSF6B TMEM199 H2AZ1-DT LINC01962 PVT1 SCARNA17 RNASE4 TUBB3 POC1B-GALNT4 MIR3197 DCXR-DT MIR548AQ LINC01775 AL031666.2 LINC02132 LINC01990 RNVU1-27 RNU11 RPPH1 ACACA FLJ38576 HHEX_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HHEX_TARGET_GENES M6PR SARM1 PDK4 FARP2 ADIPOR2 CDKL3 KIAA0100 SCN4A SYPL1 SPAG9 NFIX MAPK8IP2 HEATR5B UBE3C EEF1AKNMT UQCRC1 ELOA ANLN BRCA1 RNF14 MDH1 MTMR11 COX15 GLT8D1 TTC27 SLC45A4 RNF10 ZDHHC6 ALAS1 CCDC28A PNPLA6 ZCCHC8 PEX3 SH3YL1 DAPK2 TBC1D23 AGA RAB27B RETSAT LTBP1 RCN1 RAD51 MPHOSPH9 FOXN3 TRAPPC3 ATP2B4 NDC1 STYK1 WNK1 ARSF DGAT2 VMP1 U2AF2 INTS13 CTSA PMS1 DGKA TBC1D22B CYB5R4 ASB1 PDE4A DIP2B EVI5 PKM ROCK1 RASSF1 LAPTM4A IP6K2 SIRT2 TESK2 ALDH3A2 TFRC STK10 FBXW11 MRPS34 HACD3 ENO1 SRI PLD1 MLH1 ARHGEF1 SNRPA LRCH4 SIRT6 ZCWPW1 PCM1 BPIFB2 OSBPL6 RFX3 RIF1 SRCAP CNOT4 CXCL2 AFP HSPB11 GEMIN5 ITGB5 TNPO1 TDRD3 SLC27A5 ZMPSTE24 HAL SEH1L MGST2 IPO11 AURKA LZTS3 ESF1 CFAP61 RPLP0 FUS FXYD5 ANKRD24 RAB11FIP3 TF SPAG7 TMEM101 PPP2R3C SCFD1 SNAP23 TBX15 MFSD11 VNN3 DSP TMED1 NRP1 CATSPERG TECR MTAP GGA1 CBY1 RBFOX2 MYH9 PHF5A ACO2 SDR39U1 RBM23 CGRRF1 ATP6V1D DAAM1 LGMN PRORP DCAF11 NFKBIA RABGGTA PCIF1 RAB5IF ADNP CSTF1 NDUFAF5 HM13 SEC23B CRNKL1 CDK5RAP1 CHMP4B TBL1X KLF5 MRPS31 NFAT5 N4BP1 MMP15 SLC7A6 CMC2 SEC14L5 DNAJA3 RPGRIP1L HERC1 RAB11A TMEM87A ZNF106 DMXL2 FZD3 NBN DCTN6 NFKBIB TBC1D17 CCNP GPI NAPA HPN DNAJC2 POLR1F LMBR1 SSBP1 CHCHD2 PDAP1 BUD31 HYAL4 MOSPD3 FBXO24 RBM28 SERPINE1 MOGAT3 POU6F2 PSMA2 MRPL32 TMEM248 PRUNE2 TLE4 AMBP KDM4C EXOSC3 RASSF4 DDX50 KAZALD1 MAP3K8 PSMD3 CBX1 MED13 SMARCD2 VTN PHF12 OCIAD1 UGT2B10 DCUN1D4 UBE2D3 ELF2 TBC1D9 GAR1 TBC1D19 LPXN OSBP UNC93B1 APOC3 EIF4G2 AMBRA1 SLC11A2 RSRC2 MAGOHB DDX55 TIMELESS GAPDH COPS7A LPCAT3 C2CD5 COX6A1 FGFR1OP2 NEDD9 SOD2 GPR63 GMNN TENT5A MEP1A MRPS27 LOX TMCO6 CERT1 RNF130 ARSB PPP2CA HMGXB3 PDGFRB HRG TFG NCBP2 ABCC5 EIF1B SPCS1 CCL20 STAM2 GPD2 EIF2B4 SNX17 PCGF1 GALNT3 STAT1 UNC50 ELMOD3 CCT4 COQ10B MOB4 KDM3A HDLBP GORASP2 SLC25A12 ORC2 PNO1 THADA NFE2L2 BCL9 CACYBP LRRC42 PARK7 RNF19B ARHGEF2 SWT1 SMG7 MRPS15 ZNF684 RPF1 UAP1 PRPF3 RSRP1 SLC35A3 ARID1A ESYT2 APOA1 CAMSAP2 TTR SGK1 CCN2 GTF3C3 UBE2B HEATR1 ALDH6A1 NRDE2 SUPT7L CUTC C10orf88 KANSL1 MSX2 RCL1 CAAP1 MRPS14 ACAT2 KIAA1217 TGFBI SORBS3 TRMT1L GTDC1 POLK PLG RPL5 SPATA1 EEPD1 NT5C3A DNAI1 DDX54 NLN C4BPB NCOA3 CHD6 STX16 PCK1 NEURL2 RREB1 RIOK1 NUP153 ABCC4 ARMC7 BARHL1 PSD4 SLC25A23 RPL23 SNRPB SNRPB2 AGO3 F10 NR1D1 SBDS WNK4 ZNF384 ZNF484 MASP1 METTL25 RNF6 AKAP9 POR SPECC1 LSM8 CALU FEZF1 ORMDL1 EIF2AK4 ANAPC13 SUMF2 BBOX1 AJUBA HEATR5A AANAT TTI2 DOCK6 LDLR ANGPTL8 PRKCSH TOMM40 ACE2 GTPBP3 RSPH3 FUT5 GDF15 OLFM1 UBE2M SHFL MPP1 C12orf65 RGN CHMP1A RPL27 G6PC PRKAB2 SNRPA1 DNAJB1 SERPINF1 H3-3B UNK NIP7 MMACHC DMGDH USPL1 DSTYK COG6 TPT1 CCDC59 EIF2S1 CDK7 SORT1 FKBP11 TMEM106C CDC73 CRB1 RPS15A RNF138 TMEM258 WDR36 TBX3 UGT2A3 PNPLA8 HILPDA ESPL1 AFG1L AHI1 GNS AGT NIBAN1 MRPL44 EIF4E2 C2orf49 RNASEH2B COG3 LMO7 HUS1 TACO1 DCAF7 TANK GATA4 IL1RN UGGT1 WDR38 ZSCAN9 BPHL MDC1 VARS2 NDUFAF1 RPLP1 GCHFR KYAT3 CENPO IDH1 OLA1 PARP9 ARHGAP24 ZGRF1 HNRNPD SEC31A CCNG2 GSTCD INTS12 INHBE TPH2 LGR5 DUSP6 CSAD SLC38A6 ESR2 ZSCAN29 TLE3 HMG20A SCAPER SCAMP2 IQGAP1 EFL1 PMM2 FTO ZFHX3 NCOR1 PTRH2 IMPA2 SLC13A5 GRB7 DPP9 SAE1 RPL13A CFAP74 MTF2 ALDH9A1 PPOX NUF2 RGS5 TOR1AIP1 TARS2 NUP210L SNAPIN HAX1 GUK1 PLEKHA6 WDPCP MEIS1 SFXN5 NBEAL1 FANCD2 ACKR2 LRIG1 AHSG CISD2 USP53 PIK3R1 RASA1 DDX46 FBXO38 GLRA1 G3BP1 TRIM41 TNFRSF21 ARMT1 LUC7L2 TAF1 CHMP7 PLPBP RGS20 ADHFE1 SYBU SLC39A4 SLC25A25 MIGA2 DNAJB12 TUT1 SESN3 FADS1 VPS51 TBX6 KIAA1328 MIA2 HNMT TMEM18 EPS8 VTI1A QTRT2 CENPU SACS TMEM267 AP1S3 GPATCH11 PDK1 SH2D6 UTRN PART1 AHCTF1 NUS1 PPP2R5E SORBS2 CXXC1 PI4K2A SLC16A1 LARP1 CNOT8 ZKSCAN2 RBM45 KDM8 RMND1 ADK N6AMT1 HK1 GALK2 EIF4A2 C8A HTR5A DDX19B RNF111 SLC38A10 RER1 TPRG1L SLC13A3 TMED4 NDUFS2 APOA2 RAPGEF6 RCAN1 CLDN14 HLCS SCUBE1 MED8 ZYX CCDC107 CCDC58 TFF3 TFF1 ZDHHC12 RPL8 PSMC2 ABCF3 BDH1 SRSF2 ASGR2 SSTR5 FLYWCH2 TAF6L PEF1 ZNF326 TFB2M CNST RNF149 CGGBP1 TMEM79 SGO2 PRKCI CCDC191 COX18 TIPARP SLC4A1AP ELP6 POLR2H PLXNB1 CCDC51 SPRY1 CMBL F2RL1 TIGD6 CAGE1 ACSL6 SEPTIN8 LEAP2 DAGLB KIAA0895 DLC1 SUN3 FMC1 FBXO33 SKA3 METTL17 METTL3 TCP11L2 ALKBH3 COPS2 CUL5 C2 TRIM44 IFTAP RPL27A ZNF592 STAT6 STX3 MRPL16 CRK ZNF23 PPP2R3B NIBAN3 GATAD2A SPATA33 RAB4B NXN GLOD4 CDK2AP2 TK1 CYP7A1 LTBP3 SETD5 RBPJ GNG4 MMADHC SEPTIN2 RAB31 ATXN2L TMUB2 STAT3 AXIN2 LDLRAD4 SEMA4C STX18 COL4A3 IRS1 CCDC126 EFNA1 METTL15 ASPSCR1 DCXR NLGN1 SF3B5 USP38 PWWP2A FAM161A GABARAP GPRC5C TRIAP1 MTSS1 GSTA4 TPT1-AS1 LRRC8E TRMT61B NAIF1 ZNF318 FGA RAB4B-EGLN2 ENC1 EXOSC10 MLLT3 MRM3 RPS7 TVP23B TEFM DPAGT1 C2CD2L TMEM217 PHF8 MRPL57 COMMD1 GLRX TRIB1 ZNRD2 PEAK1 NABP1 HEG1 PLK3 SLC16A13 VWC2L DENND4A LARP7 YIF1A ANKS4B APOF ALG10B NR2F1 SFN ETV4 A2M UBE2O TMEM39A GPX2 RTTN WDR25 SGF29 USF3 RUFY1 MIR7-3HG WSB2 DEAF1 EPS8L2 ZBTB38 TIMM22 PPFIA3 ARL6IP6 ALS2CL SH2B1 WDR6 EPM2AIP1 MPI TMEM52 TUFM FBXO34 C3orf38 ALOXE3 HMGN2P46 PIPOX C14orf119 PSTK F2 OAZ2 ZNF594 PCGF5 SMG1P3 SLC25A42 NPM1 CLDN7 TNRC18 GLTPD2 TTC3 C16orf72 SF3A3 COA5 PRR14L TRIM52 FAM3B TOB2 SRARP TTC32 PTP4A2 ADAP2 POU6F1 TSSC4 THAP7 KNTC1 ZBTB40 SERINC4 TMEM186 PTRHD1 FAM227A RPL9P14 INTS5 PRMT3 ZBTB37 CCDC137 ANKFY1 MORF4L1 KLHDC8B PTCH1 FAM186A CYP2R1 PIP5K1C CIDECP1 PPP1CC NUDT17 ZNF501 ZFP91 LYRM7 SERPINA11 PNLIPRP1 RNF220 C17orf97 C19orf54 NBR1 ADAT2 C15orf61 ALG1L HMGB1 BLOC1S2 ZNF250 GARS1-DT SIAH1 C20orf96 IPO4 ZFP62 ZMYM1 PCBP2 SRC PIWIL2 RAD54B FITM2 IPP MAP3K5 STMN3 EME2 ATAD3A CCDC151 ZNF335 SFI1 ADH4 SZT2 RPL23A SPRED2 NBR2 MDM4 KLHL9 HMGN2 TYW1 CAPZA2 SREBF2 SMG5 MIR375 SNORD118 RNY4P10 RNU4-2 EEF1AKMT2 LINC01270 ZDHHC18 RXRB BRD2 HLA-DMA AGPAT1 SP5 VARS1 MSH5 TBC1D8 AKT1S1 C11orf91 ZBTB10 LIN52 RNVU1-15 MIR7-3 KRTAP3-1 COG8 LCAT TTLL13P RBMXL1 CLIC1 GTF2H4 MDP1 GALT DNAJB1P1 GANC LINC02418 C19orf38 EML6 NEURL4 UGT2B25P AL451074.1 MIR300 PAM16 RAET1K NBPF1 FAM200A TIGD1 LINC01124 RNA5SP60 AL441992.1 LAPTM4A-DT AC097468.1 ARHGEF2-AS1 TANK-AS1 SMIM13 HMGB3P22 LINC01703 EIF2S2P5 GS1-594A7.3 LINC02097 SLC16A1-AS1 RPL39P40 SLC8A1-AS1 MUC12-AS1 SNAP25-AS1 HCG20 LINC01820 GEMIN8P4 LINC01635 WEE2-AS1 LINC00242 AJ009632.2 FEZF1-AS1 EXOSC10-AS1 SERPINB9P1 THAP7-AS1 CCDC192 ENO1-AS1 ZNF341-AS1 LINC00271 LINC-PINT IDH1-AS1 RFX3-AS1 TMA7 SMG7-AS1 TMEM18-DT HNRNPA1P30 GAS5 ID2-AS1 JARID2-AS1 AGAP1-IT1 PEF1-AS1 LINC02889 ZBED5 UPP2-IT1 SNORD42B RNU7-27P SNORD2 SNORD13 COX19 AADACP1 MIF AC141424.1 PISD HYPK AMACR MRPL20 MRPS31P5 WDR92 TIPARP-AS1 SCARF2 RPL34P29 AP000787.1 DRAIC RAD51-AS1 RRS1-AS1 AC116535.1 ZBED5-AS1 GPRC5D-AS1 TRIM52-AS1 LUCAT1 LINC02428 CASC11 AL139353.2 SELENOP UGT2B27P MPV17L2 STX16-NPEPL1 ZFP91-CNTF MSH5-SAPCD1 PXN-AS1 GATC FNTB PSMA3-AS1 FNBP1P1 SLC7A5P2 LINC02410 AL158801.2 SEC23A-AS1 LINC01146 AL132639.2 NDUFAF4P1 IQCH-AS1 HMGB1P8 NSA2P4 AL050341.2 AOC4P ZNRD2-AS1 AC026462.3 SCRT1 SSTR5-AS1 AC087500.1 CORO7 LINC01977 MIR3189 MIR3912 DCXR-DT MIR4638 MIR5696 MIR5707 SEC22B RASSF5 MIR4437 ASB16-AS1 DM1-AS MZF1-AS1 RMRP FMC1-LUC7L2 NCBP2AS2 AC104109.2 AC026979.2 AC013400.1 HNRNPD-DT GAR1-DT DCP1A C2orf49-DT ZNHIT3 RNU11 YWHAEP7 H4C5 SNORD49A DHRS11 LINC00216 CCDC28A-AS1 LINC01101 PCAT14 CCDC163 EIF1B-AS1 RASSF1-AS1 LINC01144 RN7SK LMNB2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LMNB2_TARGET_GENES CCDC124 PDE4A MGRN1 LZTS2 DKK1 SMARCD2 RBBP5 TPGS2 MARCHF7 TGFB1I1 CBX4 KIAA1328 CLPB PDSS2 ZBTB39 CORO6 CCDC88B ZCCHC4 JUP SLCO3A1 TMEM179B ELOVL2 BAZ2B ELOVL2-AS1 PRKG1-AS1 FRMD6-AS1 FKBP7 RAPGEF3 TFAP4 PITX3 SRF TBC1D4 FRMD6 RPIA SQSTM1 H3C9P AC104123.1 MIR7155 CEBPZ_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBPZ_TARGET_GENES NIPAL3 POLDIP2 AK2 VPS50 HSPB6 HCCS CROT MAP3K9 PHTF2 GGCT IFRD1 PAF1 ELAC2 TRAPPC6A BAIAP3 TSR3 DNAJC11 RPS20 FAM76A BAZ1B EEF1AKNMT ZNF200 NME1-NME2 AKAP8L PTBP1 WIZ QPCTL CEP68 AQR ZDHHC6 HSF2 B4GALT7 VEZT GRN CENPQ ALG1 PEX3 PNKP CTNS HSPA5 WDR37 MAP4 VPS13D R3HDM1 POLQ MSMO1 PHPT1 KIF1B TBC1D22A DCBLD2 GDI2 GATB MXD1 CREB3L3 SNRNP40 SFSWAP CS ELMO2 EIF4B ISOC2 MED29 HAGH RNF4 CTSA ABCA7 AP3D1 GSTO2 YBX1 PPP2R5A NFYC IDI1 TP53BP1 RRP15 ROGDI HDAC4 OTUD5 PRR11 VPS35 KCNAB2 WIPI1 AP3M2 TESK2 CFAP20 EIF2B3 RAD18 SEL1L ATP6AP1 TCF3 HLTF PRKACA DERL2 SELENOO CLASP1 ENO1 SLC25A3 FRYL MCM6 BAZ2A MLH1 UNG XAB2 TOP2B SNRPA LRCH4 CIC FDFT1 KIF22 DNM2 RIF1 SMARCA2 PUM3 CLDND1 MAGI3 C5orf22 NFE2L1 XPO1 PALB2 ITGAE DIS3 PIBF1 CYLD ZNF416 ZMPSTE24 STARD7 APLP2 WBP11 ZNF213 MTIF2 ATG16L1 RAD54L IPO11 MRPL28 ACOX3 NLK OGFOD1 TXNDC16 RTRAF AURKA RFX2 CNOT3 KHSRP ASAP3 MAPKAPK5 ESF1 ANAPC5 DZANK1 RPLP0 GANAB OTUB2 DDX24 CCNK NUDC MAEA GNPTG GOLGA3 MCOLN1 AARS1 RBM27 FH SPAG7 ORC6 ZC3HC1 HNRNPC COMT SEC22C HDAC6 CDC23 CBX5 CWF19L1 NUBP2 FKBP5 BRPF3 TSPAN15 MZF1 CIRBP MARCHF2 POLRMT RASSF7 ARVCF DERL3 PPM1F TOP3B HIRA TRIOBP ANKRD54 CENPM GTPBP1 SUN2 DNAL4 PACSIN2 HMGXB4 MCAT MCM5 MYH9 TNRC6B IFT27 PHF5A ACO2 TRMU TRIM9 CDKN3 SPTLC2 EIF5 ZFYVE21 VRK1 C14orf93 PABPN1 CHD8 DCAF11 EMC9 CSTF1 NKAIN4 ARFGAP1 NDUFAF5 MANBAL IDH3B CDK5RAP1 E2F1 PXMP4 ACOT8 APMAP MRPS31 MGRN1 PLLP DHODH CYB5B MON1B TAF1C NAGPA ZNF174 UBFD1 EARS2 CPPED1 CDIPT LACTB TRIP4 RAB11A CEP152 DTWD1 BRF2 TRIM35 SNX16 DCTN6 ERICH1 KCTD9 GYS1 HNRNPL SARS2 FCGRT ERCC2 TRMT1 CCDC130 SGTA C19orf53 TIMM44 CCDC61 ASF1B FAM32A AKAP8 ZNF419 ANKRD27 YJU2 TBCB POLR2I SLC1A5 HNRNPUL1 PLIN3 MRPL4 BABAM1 TYK2 CYTH2 RAB3D DBP TMEM205 PPP2R1A MAST1 LENG1 PRPF31 TFPT RPL18A PIK3R2 RAB3A COPE DDX49 PBX4 ZNF574 ZNF85 HBP1 TTC26 H2AZ2 SSBP1 HIBADH CHCHD2 PDAP1 BUD31 PTCD1 AIMP2 MOSPD3 FBXO24 RBM28 AGFG2 LSM5 GLCCI1 CHCHD3 POLD2 MEGF9 DNM1 ABHD17B EXOSC3 PHYH GBF1 LARP4B GLRX3 NUFIP2 PSMD3 MTMR4 KPNB1 GOSR2 PNPO CDK5RAP3 RECQL5 PSMD11 RAB5C DPH1 DCUN1D4 WFS1 GRPEL1 TBC1D19 FNBP4 OSBP PPP6R3 ANAPC15 CEP164 GALNT18 NECTIN1 AMBRA1 NUP98 NDUFS8 PPFIBP1 PRDM4 MVK ATP5F1B ITFG2 GTF2H3 EIF2B1 DDX55 SPRING1 COPZ1 RAB5B MDM1 NUP107 CDCA3 USP5 C12orf57 C2CD5 RWDD1 MRPL18 MCM3 KHDRBS2 CCNC MED23 EXOC2 HMGCS1 IK ITK CCNG1 DROSHA PPWD1 TCERG1 TIMMDC1 CRBN ACAP2 CBLB UMPS MRPL3 COMMD2 GORASP1 SSR3 NKTR PIKFYVE CENPA RPS15 NDUFS7 PCGF1 RTN4 EHBP1 HSPE1 KDM3A PLCL1 SOS1 ORC2 SCP2 MRPL37 RPL22 EDEM3 S100PBP SFPQ MIIP TTF2 TMEM9 MRPS15 TSNAX C1orf109 RRAGC MTR VAMP4 ARID1A RCN2 STK11 FASTKD2 ZNF430 DCLRE1B GTF3C3 VPS4B ONECUT2 DCAF4 ACYP1 TTLL5 ZC2HC1C ALDH6A1 EIF2B2 SUPT7L SLF2 GOT1 KANSL1 RCL1 FAM53C NFYB WASHC3 TNFRSF10B PTK2B FAM117A CEP89 ZNF211 PEX16 CAT ZMYM2 ZCCHC17 LIAS ZSCAN20 ZRANB3 MTERF4 NAA60 PMS2 FAM126A POLM AKR1D1 ECD CIT DDX39A ATP7B CENPK ORMDL2 IKZF4 KBTBD4 COQ8B MXD4 CHD6 SRSF6 STX16 NEURL2 MCEE PAIP2B MPHOSPH10 SNRPC GLO1 SSR1 RIOK1 EMC3 CNOT1 TMTC4 HS3ST3B1 SLC25A19 PPP1R12C TRIP10 GPR108 SNRPD2 EML2 PANK2 PSMF1 RRBP1 SNRPB2 HNRNPR TMEM53 XRCC3 RBM42 PRMT1 EMG1 ATG14 DLGAP5 DYNC2I1 NUP214 CANX TRAF2 ABHD8 PIN1 WDR24 KDM4B METTL25 AAMP PNKD HIP1 PEX1 RBM48 DGCR8 SDF2L1 DOCK4 CALU KLHDC10 MRPS12 TTBK2 INO80 IVD PSMA1 NGDN HEATR5A NRL SYT5 ERMARD ECSIT TOMM40 FAM98C ATP8B3 GTPBP3 DDA1 MLLT1 CEP85 OSBPL2 ADRM1 POMT1 YIPF2 TMEM160 LRRC47 ATP5IF1 ZNF141 GINS2 HACL1 RBSN NR1H2 PSMC3IP NDUFA2 ANKHD1 TRAF7 NPHP4 TOP2A CLUHP3 ZSCAN5A ZNF132 SNRPA1 LLGL1 FAAP24 ZSWIM4 RFX1 DCAF15 CCT6B RAF1 TBC1D14 H3-3B NXT1 POLR3F KHDC4 IGHMBP2 DPH2 ZSWIM3 DCTN4 ZMYM5 MYH10 KMT5C CCDC59 ARNTL NUMB COX16 TRIM45 AP4B1 YWHAQ IL6ST RPS15A RELCH FBH1 ANKRD16 YARS1 CDCA8 STT3A HAVCR2 TAOK3 RNFT2 TRAFD1 CCDC146 TMEM60 ORC3 LCA5 MAP3K7 ATP5MC2 DNAJC14 TROAP TSPAN31 HNRNPA1 OS9 PRADC1 SEMA4F CCT7 URB2 TAF5L MRPL44 MED4 DDX56 TACO1 TEX2 DCAF7 BRIP1 KAT7 ACTL6A TOR1A SLC2A8 GARNL3 TSTD2 PSMB7 NCBP1 RANBP6 DNAJB5 DCTN3 HINT2 IRF4 TCF19 VARS2 NDUFAF1 PPM1B ACTR2 FAM149B1 CARF MDH1B IDH1 WDR12 HERC3 COPS4 GSTCD INTS12 PPP3CA MAPK8IP3 SLC15A4 MMAB SLC46A3 LNX2 TARBP2 NABP2 KANSL2 LMBR1L MYG1 TMBIM6 VPS33A DIAPH3 SRP14 NCOA2 MAN2C1 ARRDC4 FANCI ABHD2 TICRR SEC11A CDR2 DHX38 TXNL4B KATNB1 MEAK7 ZSCAN32 DEF8 COPS3 GID4 NOB1 BCAS3 RAB40B NARF RPTOR FOXK2 CEP131 MBD1 SLC39A3 TIMM29 EVI5L RPL13A ARHGEF19 PEX14 PGD MTF2 PSMA5 NUF2 RGS5 PIGM ISG20L2 HDGF ZNF687 TARS2 ANP32E ENSA GOLPH3L EIF2D SLC39A1 CREB3L4 GATAD2B INTS3 SRP9 PYCR2 PDIA6 SFXN5 HSPD1 SUMF1 COPS7B FANCD2 MANF CCNA2 RPL37 FEM1C PCYOX1L G3BP1 CDKAL1 ZMAT2 MMUT ABT1 RARS2 MTFR2 GNA12 C7orf50 PURB NOM1 KDM6A SNX12 RBMX PLPBP LRP12 INIP GTF3C5 CIZ1 SLC25A25 DPH7 MINDY3 PDCD11 PGAP2 HSD17B12 INTS4 GRIK4 KAT14 INCENP CCDC15 VPS51 CWC15 TMEM218 MTMR12 TIMM8B DCP1B FER VTI1A NR3C2 CENPU SPC25 XRCC4 ZNF547 ZNF773 ZNF776 ZNF837 GPR180 CETN3 ING1 UBP1 RPIA ZNF599 PPP2R5E ENPP3 BUB3 MRPL39 ATP5PF GABPA TRMT44 SLC25A28 C9orf85 PDIA4 KDM8 SLC26A2 LSM11 MED7 TMBIM4 VBP1 MCU WHAMM CCT8 SUPV3L1 MED19 KAT6B FBRS PDE6D RPUSD3 SEC13 DDX19B ST3GAL2 NCK1 RHPN1 TPRG1L CDC25C TSR2 COPG2 CCAR2 MIS18A FBXW5 ATP5MC1 MED8 RSPRY1 GPBP1L1 TMEM69 GNE PKNOX1 FAM207A SPATC1L SHKBP1 ZDHHC12 FLAD1 SHC1 CRTC2 SLC25A44 CCDC12 CPSF4 VPS28 SAP30BP SPC24 EIF4A1 POLR3K SNRNP25 JMJD8 SPSB3 CCNF FLYWCH2 TTC9C LZIC PEF1 DNAJB4 RBM15 BROX WDCP COQ8A ANKRD23 VPS72 HELQ MRPS18C CGGBP1 HIPK1 ANKZF1 HDAC11 PPM1K RPL9 U2SURP SLC4A1AP LZTFL1 TMEM41A ZNF691 CDC25A CCDC51 CEP44 TMEM184C ARSK CAGE1 CREBRF SAP30L BMT2 BRI3 LMTK2 MED30 VIRMA NUDT2 FXN HNRNPK ZNF367 NOL6 VCP STOML2 PCF11 TAF3 COMTD1 SNAPC4 BMS1 IFI27L1 ALKBH3 FAM227B WBP1L CYB5A ZNF143 IQCD PCLAF DCTN5 NEMP1 MRPL16 AKTIP NUDT21 SLC27A4 DOLPP1 SP2 ZNF91 DUS2 TEPSIN TRIM68 SMG8 RAB8A GATAD2A MVD ANKRD11 RAB4B PROSER3 LENG8 DNAAF3 DAPK3 CHAF1A UBXN6 HDGFL2 GLOD4 WDR81 TSR1 SPRYD3 CDK2AP2 MIS12 ATP5PD MLST8 KCTD5 ZNF597 TTC21A PAFAH1B2 SETD5 RNF187 ZCCHC4 GNG4 ATG4B RFWD3 STIP1 TMUB2 STAT3 ZSWIM1 ZBTB5 STX18 ATP5ME MECP2 ZNF354A NSMCE1 TBC1D10B LMAN2 SIN3A METTL15 CKAP2L HEXD LRRC45 CENPX UGP2 BTD PWWP2A FAM161A RNF34 ATF7 CHCHD7 TRIAP1 MSANTD4 TRMT61B ZNF672 NAIF1 ZNF581 RAB4B-EGLN2 ZNF584 ZIK1 GPHN CAMTA1 CTPS1 MRM3 RPS7 FRMD5 SRGAP2C ATPAF2 DRC3 ZNF57 ZNF556 EIF2AK3 TEFM C5orf34 HINFP BPGM TMEM134 PSME3IP1 SNX32 RPL38 PDP2 SP3 DHCR7 OXSR1 FAM222B NOC3L CKS1B GOLGB1 GPR137 MAP3K11 ZNRD2 ZNF417 SCAI NMNAT1 JUP GOLIM4 ATP5MD SWSAP1 RBM4 FBXO45 RGMB TRMT10C PRPF8 ZBTB4 C12orf76 DENND4A TMEM167A HRAS YIF1A RSRC1 ATR UBE2C ZNF654 MED16 ZNF519 BANF1 EIF1AD SMAD2 EIF3F DRAP1 C11orf68 PAAF1 RMI2 TOM1L2 ZNF77 RUVBL1 TPRN IP6K1 SSNA1 RTTN ANAPC2 COX8A USF3 SCAND2P RBIS C8G THAP4 NFATC2IP TIMM22 MIEF2 NR2C2 HASPIN GBA ARL6IP6 ZNF543 WDR6 FAM220A COX14 EPM2AIP1 GTPBP6 ZNF552 RMI1 SNX18 PER1 SAMD4B RAB39A SHARPIN MAF1 MROH1 SERTAD2 BBS10 DCTPP1 PSTK FAHD1 MYLPF FGD6 EMC3-AS1 ZNF443 SCRIB KCTD2 GPR137C BBS12 SLC25A42 POLR2A OGFOD3 MRPS23 ZFP41 ZNF875 PLAG1 ZBTB20 ZNF101 COA4 GINS3 MRPS11 TDRKH CREB3L2 TP53TG1 MRPS16 ATP6AP2 C8orf33 FBXL6 NPLOC4 GLRX5 TSPAN10 SKA2 TMEM198B C16orf72 ZNF721 C12orf60 RUVBL2 LINC01547 DDX41 CCDC159 SF3A3 SETD3 TANGO2 TBL3 TRAIP KMT5A ACTG1 ADAP2 PGP CDCA2 DYNLT2 SIVA1 CA13 INTS5 RAB11B UBALD2 CCDC137 ATP6V0A2 TEDC1 HGS TMEM179B LMNTD2 SP1 P4HB PMEL ZBTB3 WDR53 SLC52A2 AIDA CIDECP1 POLR1D ZNF17 KDM4D ZNF555 RGS9BP NF2 MIR22HG ZFP91 TPCN1 MAPT KANK3 RSBN1L EPOR VMAC TMEM203 TCEA1 H1-2 LRRC74B CYHR1 ZNF626 ZC3H6 LAMTOR4 TUBB4B ZNF669 IER5L H2AX C19orf54 NBR1 NDOR1 FAM72B ZDHHC9 ZNF548 MTF1 ZNF563 FAM120AOS ADAT2 FAM111B BLOC1S3 JPT1 FHIT ZNF724 KIAA0895L ZNF250 STK40 PPIA ZNF493 ZNF774 ZNF775 ZNF799 IPO4 PRPF40A TPK1 FAM72A MRTFA PDXDC2P-NPIPB14P ZNF431 ZNF418 AP2A1 WDR45 ZNF138 ZNF100 PCBP2 ZNF772 PCNX3 ABCB8 SND1 CH17-340M24.3 ZNF165 BLM MRPL21 DACT3 HTT SHPK HNRNPAB ZNF695 RAB40C PIGN FAR1 RPE ZNF460 ZNF44 SPG7 ZNF823 MPZL1 AKAP17A SNHG12 ENTPD7 ZNF273 GRK6 SZT2 GET3 UVRAG ARMH1 NUDT16 TTC37 FAN1 ZNF652 GPATCH3 ZNF830 MTOR ZNF277 FICD LTN1 TYW1 MAP3K3 ATG9A PJA2 TDRKH-AS1 INPP5B MACO1 OXLD1 RNF5 AGPAT1 FKBPL SDHD VWA7 MSH5 ZNF805 CCHCR1 LINC02210 AKT1S1 SDHAF1 PSMB10 SARNP TECPR1 LCMT1 LIN52 ITSN1 CRYZL1 JPT2 TMEM191C THUMPD3-AS1 SNORD60 RNU6-9 ANKRD39 ARHGAP19 TMX2 HEXA NDUFS3 ATF6B CLIC1 GTF2H4 LIPE-AS1 ZNF726 SMIM7 ARL16 MYCBP APTR FAM185BP CDIPTOSP PHB2 BX322639.1 HOMEZ MYL5 ZNF407 TMEM242 TMEM167B CYB5RL CROCCP2 CCNL2 HDAC4-AS1 AL441992.1 LAPTM4A-DT CETN4P MRPL20-AS1 NDUFAF8 FGD5-AS1 LINC01535 LENG8-AS1 DANCR DNAJC9-AS1 FLJ31104 RBM15-AS1 CCT6P1 ARL17B WEE2-AS1 PANK2-AS1 PET100 ENO1-AS1 TMA7 LINC02777 ZNF687-AS1 PET117 SEC1P PDXP-DT EIF2AK3-DT LINC01952 ZNF736 SP2-AS1 MAPKAPK5-AS1 C19orf81 BRD3OS ZSCAN31 HIPK1-AS1 PEF1-AS1 CAMTA1-DT LINC01409 RNU7-27P NCK1-DT RBM14 ALKBH6 NME1 WBP1 ADSL COX19 PDXP C22orf39 KCTD7 DDOST TMEM199 ETV5 HDAC11-AS1 SAP30L-AS1 NEAT1 DACT3-AS1 NSMCE1-DT SEPTIN7P14 PPM1K-DT RGMB-AS1 SNHG10 AC090061.1 OIP5-AS1 STX18-AS1 CDK11B SRP14-AS1 RBM14-RBM4 ZNF324B ZNF564 MRPS31P4 ZNF718 AL139353.2 AC010210.1 HTT-AS ZNF550 ABCA11P CERNA3 GRPEL2-AS1 AC023632.2 ALG11 RHPN1-AS1 FLJ20021 MPV17L2 DPP3 STX16-NPEPL1 ANKHD1-EIF4EBP3 ZFP91-CNTF MSH5-SAPCD1 AP001636.3 UVRAG-DT AP002748.4 AC093510.1 PXN-AS1 TRAPPC2B ZNF10 AP001160.1 GATC ITFG2-AS1 AC004816.1 MRPL46 CRTC3-AS1 AL050341.2 ZNRD2-AS1 SNHG19 HEXA-AS1 LCMT1-AS1 SNAI3-AS1 AL118516.1 AC092338.2 AC009107.2 LINC01572 Z83847.1 AC005837.1 LINC01003 AC005670.1 TMPOP2 ZNF213-AS1 AC009121.3 NFE2L1-DT LINC02210-CRHR1 AC025682.1 LINC00909 MIR4449 AC018521.5 MIR3181 AC132938.3 SRGAP2 MIR4479 ASB16-AS1 AC022098.1 ATF7-NPFF AC008752.2 AC006116.7 AC002116.2 LIN37 ZNF460-AS1 FAM156A AC132192.2 AC005759.1 ZNF587B RAB11B-AS1 AC012313.8 ARHGAP19-SLIT1 TSNAX-DISC1 HSPE1-MOB4 AL390955.2 AC026979.2 ZNF595 TIMMDC1-DT DCP1A CHASERR CWC25 ZNHIT3 MIR4727 TYW1B PSMB3 RNVU1-2A DNAJB5-DT GTF2IP12 STPG1 BRCA1 RTN4R PPP1R3F TMEM38A ALKBH5 KLF5 ARMC6 LPXN SLC35F2 C10orf88 TCP1 EFNB2 ALKBH7 LSP1 GMFG ITGB4 MORC2 CARS2 CNPY3 MAP3K12 ESR2 STOM LRRC27 CNDP1 CEBPG TIAM1 ABR G6PD ITGA5 GHITM FAM102A BCL2L1 EIF1 NDUFA11 MEX3C ZBTB18 IBA57 MST1P2 RHCE P2RX6P RNU6-1310P SNORD59A RNVU1-14 MIR638 SNORA26 CENPBD1P1 ZNF891 MIR1302-3 RNU2-17P LINC00205 CSE1L-AS1 LINC01972 HMGN2P34 AL445231.1 SNORD54 RPS27P14 FAR1-IT1 ATP5PBP7 MIR4999 MIR4482 RNU6-92P PPM1B-DT SNORA16A RNVU1-19 MIR6089 RNVU1-4 ZNF85_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF85_TARGET_GENES ACSM3 ITGA2B NME1-NME2 POLR3B MNAT1 GRAMD1B LSG1 PIK3CB DNAJC25 KDM5A CLASP1 SLC24A1 ANO8 KLHL20 PKD2L2 CDC14A MID2 MEF2C MTIF2 ZNF302 FLT3LG ZC3HC1 POLDIP3 EIF5 CDK5RAP1 CDK16 CDIPT TRIP4 HOMER2 MTMR9 URI1 CCDC9 NAPA MEGF8 KDELR1 TMEM106B SEC23IP DNAJC12 DRG2 C17orf75 EFNB3 TBC1D19 KLHL5 SLC11A2 MLEC OGFOD2 DDX55 FAM184A SRSF3 MED23 TTK SF3B6 NDUFS7 EHBP1 SCP2 MTR DARS2 OSBPL9 SGK1 ZBTB45 SUPT7L WDR11 CENPL CCDC77 TNFRSF10B GTF3A MTERF4 OCRL CIT KBTBD4 PIGT STX16 BFSP1 IRF3 WDR24 EMC4 OSGEPL1 THAP10 SHBG TTI2 GTPBP3 OLFM1 MED18 ZNF227 NR1H2 PSME3 VPS25 USPL1 DSTYK COX16 ETS1 DNAJC14 MDM2 MRPL44 VARS2 TGS1 LRRC49 INTS14 NUP54 SEPTIN11 GSTCD INTS12 ALG10 MAN2C1 SAT2 DPP9 ITGB3BP TIPRL TOR1AIP1 TARS2 GABPB2 ASXL2 RPL37 GIN1 PPIP5K2 PHIP ABRACL CREB5 GOLGA7 SYBU MFSD14B GTF3C5 FRA10AC1 PPRC1 VPS51 MPP7 DLG2 ABCB9 ACAD8 THYN1 PLOD2 LINC00467 ZUP1 ENPP3 PI4K2A ZKSCAN2 RNF20 DPY19L4 ZNF689 SEC13 AP3S2 MITD1 CFAP298 PAXBP1 RCAN1 PSMB4 ZNF221 PDXK EIF4A1 CGGBP1 NAXE TMEM79 SUCLG1 SLC4A1AP TMEM41A PITX2 NSA2 GFM2 PGAP4 BMS1 ARIH1 PCLAF ENGASE SMG8 TMEM68 STX18 RNF181 LMAN2 SLC33A1 RAMAC PCDH7 NRTN RPS7 TVP23B TEFM PAIP1 DNAJB7 ZNF791 C12orf76 BANF1 EIF1AD EIF3F AURKAIP1 GBA GRB2 BET1L DMAP1 C3orf38 PLCXD1 NPLOC4 TSPAN10 SLC25A18 SF3A3 ADAP2 PDE4B MRPL30 MRPL40 ZNF566 C17orf97 ZKSCAN4 ZNF490 HMGB1 MFSD14C IPO4 NCOR2 BCO2 CDC42SE1 KLHDC1 ZKSCAN8 MTCO3P12 LTN1 CAPZA2 SMG5 RNU5A-1 EFCAB7 ASAH2B LRRC37A5P ATXN2 C21orf62-AS1 HACD2 SELENOH NDUFS3 GTF2H4 AC132008.2 AC116407.1 CDIPTOSP AC141586.1 TMEM242 TUBB4BP7 ZNF579 FAM228B JPX WDR11-AS1 VIM-AS1 LINC02643 LINC01431 LINC01719 RPS15AP11 LINC00412 LINC01278 MYLK-AS1 NME1 BMS1P4-AGAP5 BMS1P4 MRPS31P5 DNAJC25-GNG10 UBE2V1 STX18-AS1 LINC00926 PURPL GLUD1P3 STX16-NPEPL1 LINC02739 RTEL1 OTUD7B CFAP298-TCP10L SEC22B AC092295.2 ZNF224 AL390955.2 RNVU1-27 RNU11 MIR4521 MIR5087 ZNF839 VIM RTEL1-TNFRSF6B NRCAM HIRA PYGB TAF6 MEST TASOR2 PHACTR1 HMGCR ABCD3 MORF4L2 GGA3 ALDH1A2 DTD2 FAM186B HNRNPA1 NABP2 ATP1B1 SNX27 HNRNPLL NFKBIZ TIAM2 EGFR DOCK5 DYRK1A IRX6 PLPP3 TMEM82 FAM102B ASB5 PRKCE GTPBP2 DMBT1L1 MAN1B1 RIC8A R3HDM2 TMEM198B ACTG1 EIF4ENIF1 PTCH1 STMN3 HSD17B11 HOXC4 RNU5F-1 RNVU1-3 RNVU1-21 ATP1A1-AS1 RNVU1-30 RNVU1-14 PTPRD-AS1 CEP164P1 AL669831.3 AC141424.1 MTND5P11 SPESP1 ATP5PBP7 RPSAP75 C2orf15 PCGF2 MIR6077 LINC02736 HSF2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HSF2_TARGET_GENES FKBP4 CDKL3 CEACAM21 NADK NME1-NME2 EXTL3 ELOVL5 MATR3 ABCC2 TPR NOP58 GPBP1 GSTO2 ME1 TP53BP1 JMJD6 TIMM21 SLC1A3 SENP1 HSP90AA1 TDRD3 TXLNA ACHE FTL CASS4 NUDC DAZL SNAP23 UPRT JOSD1 ST13 RANGAP1 RBM23 MIB1 NXT2 PGK1 UBFD1 EARS2 SPAG1 ERI1 NUCB1 DNAJB6 HOXA3 HSPB1 DDX58 PLEKHA1 KAT2A DUSP3 CRYAB HSPA8 CHORDC1 SLC35F2 PSMD9 PTGES3 DSE MRPL18 CCND3 CERT1 TXNDC15 FRMD4B CCT4 HSPE1 PRKD3 QPCT DARS1 DNAJC16 RGS2 PHTF1 ID3 KMT2A GTF3C3 UBE2B ZNF410 TCP1 HSPH1 STIL MORF4L2 CKS2 H2BC11 GLO1 MBOAT7 RAB3IP NGDN BST2 TERF2 PCNA USPL1 TPT1 SARAF ELP3 UBQLN1 CAPRIN1 HEY2 CCT7 TRA2B GARNL3 C11orf1 ASCC1 CXCL9 GCNT3 HMG20A FBXO15 MVB12A SLC44A3 CDC42BPA WDPCP AMMECR1L HSPD1 CTDSPL PLAC8 PPP1R18 CCT6A PSPH CCT5 ATPSCKMT DIXDC1 UBC ENKUR PTPRO BAG3 BCL2L11 CHD1 MCU CCT8 ABHD3 H4C8 CCDC117 PDXK MED27 FLAD1 SHC1 PWWP3A PLXDC1 PAQR4 DNAJB4 IER5 PMVK LENEP RBM47 SPRY1 TMEM144 ITGA2 GDF9 KIAA0895 COX6C OSR2 TMC1 CCT2 PCBD1 ANAPC16 USP54 STAT6 EPB42 MAP1A PHB ENGASE GATAD2A NKIRAS2 STIP1 UBB NUDT9 STAT2 IRF2BP1 HSPA4 TPT1-AS1 HSPA6 COMMD1 CKS1B THAP2 PEAK1 SRP72 RMDN1 CCDC121 NAALADL2 ZFAND2A TAF7 RAB39A LINC00304 METTL23 PNMA8A RGS7 EWSR1 DDX41 RBM12B TTC32 KNTC1 SERINC4 SH3BGR NR2F2 NKRF PLEKHG7 HMGB1 XPNPEP3 H2AC11 CASP4 PCBP2 ABCB8 SH3BGRL2 GPN1 FAM3D TTC37 SLC5A3 TSEN15 RNU5D-1 HSPA1B HSPA1A HSPA1L MICB MICA RP9P IGLV11-55 PAXIP1-AS2 ZNF451-AS1 MRPL45P2 ZFAND2A-DT GAS5 LINC01135 ID2-AS1 PRMT5-AS1 ALKBH6 NME1 HYPK MRPS6 PGAM5 FLJ42969 CDK3 LINC01298 LINC02324 FDXACB1 CBX3P4 MRC1 HSPB9 TEN1-CDK3 MIR4258 MIR3913-1 MIR5188 MIR4482 AC002116.2 HSPE1-MOB4 AC013400.1 H4C13 MIR6068 RBM12B-AS1 SH3PXD2A-AS1 METTL14-DT BISPR ZNF92_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF92_TARGET_GENES SEMA3F LASP1 PLXND1 ITGA2B REX1BD TMEM98 SPATA20 ALDH3B1 GTF2IRD1 UPP2 MARK4 RHBDF1 CAMK1G RHOBTB2 EEF1AKNMT STARD3NL PHF7 ERCC1 ALOX5 RNF14 NRXN3 ZNF839 RNH1 EHD2 SH2D2A TFB1M EIPR1 PNPLA6 TG LCP2 SNX29 POLQ TRAPPC3 FAM114A2 ITIH4 CROCC CTDP1 PTPRU VMP1 RPL18 ISOC2 CCN5 TMEM161A CTSA EYA2 CNN2 ABCA7 HMG20B MYLK PDE4A NFYC ELOVL1 MSANTD3 COASY RASGRP2 PABPC1 TCOF1 TCF3 STK10 BCS1L CACNG5 FSCN1 EXOSC7 TRAF4 ARHGEF1 NMRK2 SIRT6 FGFR1 ARAF PKD2L2 DNM2 STK17B XPO1 PLOD1 P2RX5 COL16A1 CAD TTC39A EPS15 ATG16L1 SH3BP2 TMEM40 TESC ANAPC5 SLC8B1 KIF16B BRAP ICAM1 SPG21 CHRD MYO15A SCFD1 G2E3 SNAP23 UNC13D SRPK1 EFHC1 MAST3 SETD1A ATP5F1D NDUFB7 PALM MKNK2 ARVCF MFNG SH3BP1 HPS4 POLR2F RSPH14 POLDIP3 CYB5R3 RASL10A MIEF1 GRAP2 RBX1 POLE2 RIN3 ZC3H14 PCNX1 RABGGTA CDC25B ISM1 AHCY LIPG CCDC22 KCND1 PGK1 MAGED2 HSF4 CYB5B MTHFSD HAGHL RHBDL1 UBFD1 EARS2 IL21R RASL12 CD276 TMEM87A DNAJC17 EMC2 SPAG1 ASAH1 NUCB1 RELB FCGRT PPP1R13L KLC3 SF3A2 TRMT1 TLE6 TLE5 SNAPC2 AKT2 PLD3 FSD1 PRKD2 TJP3 DENND3 PLIN3 CRX TYK2 MEIS3 MEGF8 PLA2G4C KCNN1 PIK3R2 KXD1 CFAP69 DNAH11 IQCE GRB10 TAF6 PRKAG2 PDLIM1 HPS1 PHYH ATE1 CDH23 FBXW4 RAI1 CCL2 HGFAC ANAPC15 SLC15A3 SLC22A18 CD81 SELPLG PPM1H TRPV4 SCNN1A OAS3 NT5DC3 TULP1 MDGA1 ADGRG6 MDFI TFEB GMDS ITK PRLR PCDH12 RARS1 ERGIC1 CPEB4 WNT5A GNAI2 ABTB1 ABHD14B ACVR1 SLC30A3 APC2 PPP1R7 PASK PROC QPCT KISS1R ARID3A DHCR24 HDAC1 DOCK7 FBXO2 TMEM9 PADI2 IGSF21 ECE1 GALE SLC2A1 MAN1C1 CTSD USP35 TRPM6 TJP2 PTPA TRIM32 FBXW2 PHF19 NEK6 CSF3R C19orf25 SLF2 CUTC TCTN3 KANSL1 SNX19 TGFBI ECHDC2 PDZRN3 B4GALT4 ADGRB2 HNRNPA2B1 CALD1 SPRYD7 ATPAF1 SLC12A4 ARHGAP40 SDC4 PMEPA1 BCAS4 PEPD PACSIN1 AARS2 TCP11 ATXN1 SSUH2 MT2A DOK4 GTF2F1 SH2D3A OPA3 SYMPK PSMF1 FLRT3 FAM110A S1PR4 PLAGL2 TMEM53 SLC35E1 SYNGR3 PKMYT1 ADORA2A TPST2 BAIAP2L2 RAC2 MYO1B TTI2 CNN1 NCAN GTPBP3 MRPL34 PGLS ACTN4 FCHO1 MAP1S PGPEP1 PAK4 ATG4D GMFG ARHGEF16 SHFL DNMT1 SLC7A10 UBA1 EPS8L1 KIF3A GFPT2 RPA1 EEFSEC ITGB4 RIN2 PTPRA DAP3 NES VSTM2L DMGDH FBXO44 LGR6 TMCC2 MACROD1 ACTR3B DOCK2 EMP1 SPOCD1 PHC2 ERCC5 TMED7 PPP1R1A KRT7 GCC2 DRAM1 RNASEH2B SUCLA2 TM6SF1 NMT1 KIF12 WDR38 NR5A1 RIPK1 VARS2 STRA6 TTLL7 THUMPD2 SIX3 ATIC BMPR1B ANXA3 RGS3 PEX5 PIANP NEDD1 SMARCC2 RHOF CBLN3 WARS1 ADAMTS18 OSGIN1 NDUFB10 CACNA1A SLC39A3 MVB12A TMEM91 SIRT3 AKT1 LMTK3 FBN3 FHAD1 EVA1B SYTL1 TINAGL1 AZIN2 ARF1 CNIH3 ASXL2 CTDSP1 RBMS3 CSRNP1 CAND2 ADPRH METTL14 TNIP1 FAM193B RNF44 RPL7L1 CREB5 MSN DIAPH2 AOPEP GPR107 PROSER2 SLC39A12 RGR LRRC4C SLC43A1 TKFC ROM1 EML3 INCENP ESAM KIAA1755 SOGA1 ALDOA HIRIP3 FSIP1 ABCB9 RILPL2 DHX37 CACNA2D4 GUF1 SCHIP1 CARHSP1 ASAP1 TBCEL ROBO4 TNIK CDK19 SLC7A7 RMND1 MIDEAS PCDH1 LRP8 SSBP3 SLC38A10 LDLRAP1 HPD LRRC43 SPATA2 SLAMF8 NBL1 SCUBE1 ARHGAP27 PADI4 ATP13A2 BTG2 STARD9 GPBP1L1 NAE1 ZFYVE28 ABR CCDC117 NR2F6 HIPK4 CFAP157 ST6GALNAC6 RDH13 ZDHHC12 NLRX1 UBE2Q1 CCDC12 CELF5 MFSD12 DVL3 CYGB TMEM143 SNRNP25 CCDC78 TEDC2 TAF6L DHRS3 SDC3 ALPL HENMT1 IER5 SPATA17 CAPN2 PEX13 MEMO1 PDLIM5 TDRD10 NAXE ADORA1 TGFBR2 FBLN2 NUAK2 APBB2 PRRT3 KIF15 ZDHHC3 TPRA1 IFT122 TKT PRKCD MELTF BSN ZNF474 GPX8 SERINC5 CSF2 IL31RA ADCY1 RAD21 ALDH7A1 FXN MAMDC2 HGSNAT ANKS6 VSTM4 GFI1B PACSIN3 CLMN SMCO4 ZFYVE19 TUB PLD4 DENND2B PLEKHA7 ZNF606 ZCCHC18 NAV2 STAT6 ELFN2 SMAD3 EVA1C NUDT21 SGSM1 SAMD14 DOLPP1 ZNF668 TPM4 GATAD2A DHRS13 TUBA1C TRAPPC9 SEMA6B HSD11B1L OTUB1 TMC8 SRRM2 DDB1 RAB3IL1 VASN DEGS2 SEPTIN2 FILIP1L PHYHIP HJV TMUB2 NDUFS5 IL7R SHOX2 FSTL5 VAMP5 GPRIN1 PTK2 HEXD GP9 LINGO1 TOR1AIP2 TM4SF1 CMTM8 TMED10 SLC23A1 KISS1 ELOVL6 SMAGP IRF2BP1 FOXA3 NDUFA3 ALK TRMT61B ATP6V0E2 KRT15 PDE7B KSR2 CLSTN1 CXXC5 ENC1 P2RY6 PLEKHG5 RGS19 LRRC34 C3AR1 SYNPO KLF11 TEFM PRSS27 ZNF24 ZFAND4 CFL1 CES3 EGFL7 RAPH1 PARP15 MFSD4B TNKS EHBP1L1 PC HSPB7 MARCHF10 SPTBN2 SWSAP1 ZDHHC24 DDX23 C11orf45 MFSD4A FZD4 RSRC1 ASPHD1 PHYHD1 CST6 TMEM9B POLD4 LRRC25 C11orf68 VPS37D PLAAT3 PRR15 CNTD1 DPP7 PHETA2 CCDC71 ARIH2 PIDD1 CRACR2B FLII STAP2 NDUFV2 FAM220A CEP295NL AC068473.1 SLC25A20 TUFM TMEM125 CDH4 TMEM151A CLK3 GEMIN4 CIITA APOBEC3B PCBP1-AS1 B3GNT3 NRXN1 SSC5D DCTPP1 TIGD2 MTURN MCFD2 ARHGAP45 ZNF746 CAPN12 EXOC7 EPHB3 TRAK1 BEGAIN TMEM119 PMCH CCDC159 ACP7 BTBD9 ARSI ADAP2 NIPSNAP1 CNTN2 TSSC4 PLA2G6 C1QTNF8 STING1 PDE4B SEPTIN9 RNLS OSBP2 PRR16 IMMP2L SEMA4B ANKS1B TEDC1 PSMD13 PBX1 TEX38 CIDECP1 BCL9L BPIFB3 MRTFB SMYD4 CEACAM19 PDE2A PRR5 KANK3 EMID1 TEAD1 PLCD1 RNF220 PLEKHG7 EXD3 SAMD11 HAPLN4 ERAS C2orf88 TCEA1 PEAR1 FAM122A KLHL17 TPRG1 NWD1 CERKL FAM83G LITAF TMEM120A TOGARAM2 SH2D5 PAX5 AKR1C3 KIF19 SEMA4A PPIA POM121 PTPN1 CRYBA4 MYL6B MYO18A COL27A1 SCN8A PDLIM7 ZSCAN25 ENTPD4 KANK2 HMGA2-AS1 SLC22A5 ZNF628 MDS2 ZNF71 SIRPA TMEM229B RPS6KL1 SLC29A3 NTRK1 ARMH1 ZNF536 NCOA6 PNP RNU6-545P SNORA63 RNU6-1066P RNU6-810P SCUBE1-AS1 RBM20 LINC00963 BRD2 NOL4L-DT LST1 DHX16 TMEM240 CCDC85C RNU6-815P MIR589 DIO2 PRR22 NDUFA3P3 EEF1A1P32 PPP1R14BP2 CFAP45 TRIM59 SUPT4H1 CAPZA1P3 SERBP1P1 HNRNPA1P32 GTF2H4 GANC RPL9P21 PLAC9P1 PRCD MBLAC1 KRT42P STARD10 AKR1C7P LINC00598 IFI30 LINC00339 MTMR9LP RNU6ATAC18P MIR1238 MIR1302-7 PPP2R2A URAHP RNU6-383P RN7SKP140 LINC01778 HLA-DPB1 C1QTNF5 PRR29 PELATON SLC25A34-AS1 LINC00620 CATIP-AS1 PLEKHM1 MIR137HG ANKRD18DP LINC00323 RPL39P40 SLC8A1-AS1 SLC2A1-AS1 RPS15AP30 FAM174C ITPKB-AS1 RPL35AP6 PES1P2 ATXN1-AS1 TOB1-AS1 MTND3P2 LINC02028 LINC00595 ANKRD18B LINC02884 ZBED9 ELN-AS1 GCSIR AL050403.1 B4GALT1-AS1 OLMALINC RBMS3-AS3 LINC01936 LINC00427 SIX3-AS1 ZNF737 RGL2 LINC00857 LINC00649 RNU7-88P SNORD13 CASTOR1 TM4SF1-AS1 RN7SL328P PLCXD2 GPR199P PDXP ARPC4 AC109466.1 MTFP1 C4orf48 CFAP57 TMEM35B ACY1 RN7SL636P UBE2V1 N4BP2L2 LINC02447 AP000787.1 AC107959.2 FZD4-DT RASSF8-AS1 STARD4-AS1 MTND4LP2 LUCAT1 ACTN3 ATP6V1G1P6 NAIP LINC01470 LINC01234 RPS4XP20 CHCHD10 MIR583HG AC010255.2 LSM3P4 TMED7-TICAM2 ZNF550 RNU7-124P RNA5SP180 TMEM200B LINC02749 BBOX1-AS1 COX6CP5 TMEM9B-AS1 DPP3 STH AC084880.4 PPP1R14B-AS1 AC079385.1 LINC02298 CUX1 P2RX5-TAX1BP3 LINC00592 TESC-AS1 AC068722.1 LINC02323 USP3-AS1 LINC02206 TGFBR3L MIR762HG ERVK13-1 AC106820.5 LINC02140 MIA MIR4497 SEPTIN9-DT MIR548AW MIR378E MIR4672 MIR4425 SYPL1P2 MIR4276 UBE2CP2 MIR4725 LINC01909 MIR4273 MIR3619 MYO15B LINC01775 AC005264.1 RPSAP75 SRXN1 MIOS-DT NATD1 ANTXRL MIR6745 SRCIN1 PSMB3 VWA8-AS1 NKILA METTL14-DT AC005622.1 MAD1L1 ARX ITGA3 GAS7 RANBP9 APBA3 DPF1 PLAUR CHDH PRDM11 PLEKHB1 MAP2K3 MYOM2 CYP46A1 SCML1 VPS13D EPN3 NEDD4L DKK3 TTC17 MRTO4 SPHK2 ZNF275 ATP2C2 GLP2R ERBB3 COL17A1 EML1 PLPP1 NUCKS1 RAB27A NDST1 CNGB1 CPSF1 PRKACA SPEG LNX1 PPP2R2C ARHGEF10L CELSR1 MLH1 NT5C2 RARB GTF3C1 TNS1 REXO1 KEAP1 PUM3 BZW1 CYLD PPEF1 MMP2 SIGLEC1 SLC4A11 LZTS3 FXYD5 LAG3 ANKRD24 GOLGA3 PLEKHG2 CDV3 NLRP1 RFFL GPATCH2 WHRN CREM CDC5L SIRT1 IL12RB1 OCEL1 FBXL19 GADD45B OSM TBC1D10A CYTH4 SRRD TRIOBP PNPLA5 KIAA0930 ALKBH1 BMP7 SLCO4A1 NKAIN4 PTK6 TRIB3 HM13 ACOT8 CAB39L SLC7A6 CRISPLD2 RNF40 FAH CEMIP DECR1 ECH1 LILRB1 SHD CACTIN BBC3 PTPRS TNPO2 PDE4C ISYNA1 TMEM59L LSR HPN SIPA1L3 LFNG CHN2 MEGF9 AKNA AK1 CA9 SEC23IP ACTA2 EBF3 ZMIZ1 EFNB3 CORO1C BCL7A RASAL1 GCNT2 ADTRP SASH1 QKI CDH6 SUB1 LIFR PDGFRB OGG1 GORASP1 ZBTB47 SLC4A3 TFCP2L1 GRIN3B EDEM3 DNAJC6 PHTF1 RCOR3 TXNDC12 POLR1G SLC8A2 ALDH8A1 RAB14 TTLL5 EIF2B2 IFIT2 TEK DESI2 POLM DDX54 PKN1 WDR83 COQ8B TOX2 NUP153 OPRL1 C3 PRMT1 BCL11B UQCR11 GFER PRKRIP1 LOXL1 GAMT COLGALT1 MLLT1 GDF15 LSP1 ASS1 FIBCD1 SLC6A6 PDLIM4 NPHP4 KHDRBS3 ACTR10 MPRIP AMPD3 CTIF TRPM1 NAA35 FBXO21 FAM71F1 SEMA4F DYSF SLC9A5 FLNB SETDB2 RAC1 AOAH CDK9 TXN DAB2IP GOLGA1 KIAA0319 LOXL4 ATAD1 ADAMTS14 AOX1 RITA1 GALNT6 ARMH4 FURIN NKD1 CPNE2 KSR1 TMC6 SLC16A3 TTYH2 GRB7 NFIC DPP9 RERE ARHGEF19 PEX14 GPN2 GPR161 ADAMTSL4 DTL DUSP10 PLEKHA6 ZNF514 GPR17 OSBPL10 IQSEC1 LPP SH3KBP1 SLC25A37 UGCG NR6A1 CRB2 HMCN2 DNAJB12 SYT8 TAGLN FERMT3 CDC42EP2 TBX6 QDPR CENPU ATP5F1A DNAI4 LMNTD1 ANAPC1 RBMS1 GTF2E1 CNOT8 PPARGC1B TATDN2 RBPMS SUSD3 TSPAN18 NLRP14 WASF2 CPA5 PPP1R9A GDPD5 HTR6 ATP5MC1 CALM3 SHKBP1 SAFB LMNA FGFR4 POLR3K PLPP3 WNT4 PMVK CADPS RBM47 PRMT9 F2RL1 CREBRF GALNT10 GEM ALDH1A1 NEMF AK8 TSC1 HSPA12A IFI27 COX11 XRRA1 RPL27A ANPEP NYAP1 CCDC178 CNPY4 FAM102A CERCAM CRK MIDN AXL SPINT2 MAP4K2 LIMS1 CDC42BPG ZDHHC16 MCC ASXL1 WIPF2 LRRC8D SPSB1 ATF7IP NINJ2 EFCAB12 OVOL1 GPR137 MAP3K11 PPP1R14B NMNAT1 PELI3 IL20RB CATSPER1 DRAP1 SUGCT ETV4 BAIAP2 FIBIN WDR73 DLGAP1-AS1 HIC1 C1orf167-AS1 GBA GPR35 C5orf64 CPNE7 SAMD4B PACS2 DNHD1 CDC42EP4 SLC36A4 SLC25A42 PHLDA2 COA4 LIMK2 NXPH3 C16orf72 AIFM3 PKP3 MAML2 SNN SEPTIN5 PTRHD1 NDUFA6 NELFA SPPL2C TNFAIP8L1 FAM174B ADAMTSL5 CFAP73 TNFRSF18 TMPRSS6 COL14A1 C17orf99 PRKAR1B FOCAD LCTL SLC4A5 MTF1 HACD4 NELFB CGB5 IL1RAP CCDC189 STK40 LONP1 NCOR2 TECPR2 KIAA1671 SLC25A29 SRC MIRLET7BHG ELANE GRK6 SFI1 PIM3 MAFK ITGBL1 TLK1 CALM1 ARHGEF15 APRT MIR345 RNU6-664P RNA5SP276 RNA5SP305 RNU5A-1 RNU6-560P RNU6-777P RNA5SP505 INF2 SNHG5 LINC01270 C2orf72 SLC44A4 MAMDC2-AS1 RANBP17 COX17P1 ADGRG1 SNORA70G RNU6-16P MIR27A MIR23A EWSAT1 SYT3 CGB8 IFITM9P ADAT3 RPL13P2 ITGA1 MEF2B TTLL3 KANSL1-AS1 NOTO MIR99AHG ZNF579 ZGLP1 TIGD1 OR4E2 BTBD19 RNU2-63P RNU2-72P MEG9 AL441992.1 MIR3681HG LINC01567 PIGBOS1 C12orf77 LINC00974 HPN-AS1 SCAMP4 LINC01132 LINC01068 SATB1-AS1 AJ009632.2 PKP4P1 EMX2OS AP000688.1 HSPB1P2 SPTLC1P1 HM13-AS1 GOT2P2 RAB42P1 LINC00852 SPRY4-AS1 RPS18 LINC02777 NCKAP5-IT1 KANTR RPS25P3 LINC01136 LINC01503 KRTAP5-AS1 RPL10P12 TRIM26 MAGI2-AS3 MRPL53P1 RPL12P25 BHLHE40-AS1 UBE2L5 RPS27AP7 INTS6-AS1 TTN-AS1 CBX1P3 LINC00407 NIFKP9 SPATA3-AS1 RNU7-140P CASTOR3 CDRT4 CPHL1P MEAF6P1 ADAMTS9-AS1 RPL39P38 ZBTB20-AS1 TMEFF1 RN7SL449P FAM163A RPS26P28 RN7SL181P FAM3D-AS1 LINC01213 MIR4300HG LINC01096 PRR5-ARHGAP8 SRP14-AS1 MTND4P2 ARPC4-TTLL3 H3P14 YBX1P5 RNU4ATAC11P RNU6-1271P KCNIP1-OT1 LINC00051 AC090136.3 LINC00824 PPP1R10P1 AP002748.4 LINC02874 MTCO1P2 AC009107.2 LINC01633 C16orf97 CLEC19A DPPA2P4 AC022167.4 AC007728.2 CCNQ ZNF234 MIR3189 MIR4767 MIR4487 MIR3181 MIR4259 AC011472.1 LINC01897 SMUG1P1 MIR23AHG FBXO17 CCDC194 VTRNA2-1 LPP-AS2 AL031055.1 FAM193B-DT EPOP MIR4734 MIR6089 TRAC RN7SL261P MIR8060 EMX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/EMX1_TARGET_GENES DPM1 VPS50 SKAP2 VTA1 LSG1 C12orf4 GOPC PRDM1 CDK17 ACAA1 INTS13 GOLGA5 EVI5 GRIPAP1 POLR1A MAST4 MAPK6 EED SRI SEMA3C FRYL DLG1 ANKRD13A UBE2A EPB41L2 CDC14B ERC1 SIRT4 FUS SCFD1 MFSD11 SUCO NIN IFT52 CSNK2A1 MYL12A KLF5 MGRN1 CDIPT CSPP1 PPP1R13L RPS19 TAX1BP1 EIF3B SNX8 ANKMY2 PLGRKT SMC3 RPL19 MAPK10 UFSP2 FNBP4 PRPF19 COQ5 RAD51AP1 AKAP3 GYS2 MCM3 C6orf62 ZBTB24 NNT MRPS30 HMGCR ARRDC3 NR3C1 BCL6 RTN4 PAPOLG USP34 PIK3R3 POLR1G CCNI MLH3 ATAD2B ELF1 FAM53C COPS5 PDS5A CCDC91 MOCS3 ATP8A1 PRMT1 DUT TEP1 DOHH MCCC2 LRRC41 PPARG PTCD3 ANKRD17 CCDC59 RRAS2 REG4 LAMTOR5 SLC38A2 ROCK2 COL4A2 TES CD164 BZW2 DBNL LRPPRC CENPE EGF RNF185 NDUFA9 SCAPER PIF1 USP3 POLG UQCRC2 CDH11 SSH2 CALM2 ARL6IP5 FBXO38 NR6A1 CCT5 ATPSCKMT UEVLD ANK3 C4orf33 PTPRO EPS8 TIAL1 SREK1IP1 CWC27 HS2ST1 DIPK1A C21orf91 FLCN PPP4R1 ZDHHC5 EIF4A2 BABAM2 WASF2 CDC42SE2 CALM3 PSMC2 SAP30BP SRSF2 LARP4 SYVN1 IL23R FLVCR1 INAVA PRKCI KIAA1143 DNAJB14 PRRC1 ERAP1 E2F7 CPSF2 DNAAF3 ULK4 NFXL1 KBTBD2 FEZ2 TADA3 ATF7IP UQCRH NET1 RFESD LYSMD3 GEN1 SOCS4 GLIPR1L2 CLRN3 LRRC57 NPM1 TRAPPC6B SELENOF NDUFB1 SP1 HEXIM1 COMMD6 CENPP NDUFA4 LIN54 SPATS2L POM121 STK31 NOL8 HIBCH GET3 SPRED2 LRIG2 CAPZA2 RNU5A-1 RNA5SP382 SNORA63B SNORD45B TAS2R2P TRIM31 C4orf47 MIR194-1 MIR620 MT-TP CDIPTOSP SNORA81 C6orf226 CFL1P1 LAMTOR5-AS1 PPP1R8P1 MAST4-AS1 CCDC192 DPY19L4P2 TTN-AS1 YAE1 ARPC4 SERPINB10 LINC01214 DRAIC AC011346.1 FOXD1-AS1 MARCOL PSME2P3 LINC02057 ARPC4-TTLL3 RPL32P3 RNY3P15 AC096734.2 AC124068.2 TAF15 CHASERR H3C6 MXD1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MXD1_TARGET_GENES REXO5 VPS41 IL20RA NDUFS1 ALG1 LIMA1 RRP12 CASP8 COL17A1 DHX8 PIGB NFATC3 SRI SART3 ERGIC2 ESF1 MRPS33 ITGA6 SNAP23 KIAA0586 SRP54 NDUFAF5 TSNAXIP1 ERI1 YJU2 DNAJC2 NAMPT SSBP1 FKBP14 MOSPD3 AGR2 KDM4C DNMBP CCDC47 UBE2D3 OSBP CNOT2 MAPK14 KCTD20 IK C5orf15 TBCCD1 TIMMDC1 GTF3C2 UTP25 HEATR1 NEK9 SUPT7L CAAP1 ZRANB3 TRMT13 RBM19 BHLHE41 NLN AKAP9 ORMDL1 TTI2 NDUFA2 LRRC41 IMMT LARS1 SPINK5 ZFC3H1 CCNH EHF SP110 LMO7 CCDC115 BCAR3 POC1B WDR89 CLTC UFC1 CTDSPL PLAC8 PSPH MSI2 MED7 EEF1A1 MALSU1 FAM81A MYO1E PSMC2 AGL AXDND1 CCNL1 SLC4A1AP MAD2L1 OTUD4 MOCS2 NSA2 GFM2 GDF9 UQCRQ PEX2 NOL6 METTL3 USP54 ACAA2 SLC50A1 NFU1 HARS1 POLH MFN1 RAB33B KDM2A CKS1B MAB21L3 MUC13 POLR2A FAM227A SHC4 CYP2R1 CENATAC TRABD2A CENPP DUSP28 FAM47E ERI2 LRP10 RPL37A H4-16 NOL8 DDX42 VTRNA1-1 RNU5D-1 SNORD118 RNU5E-4P VTRNA1-2 RNY3 RNU5E-6P RACK1 IPO7 SERPINB5 RNU6-2 RNU6-9 SNORD12C PPP2R2A TRAM2-AS1 WEE2-AS1 MAST4-AS1 MIR181A1HG GAS5 HSPA8P3 NIFK-AS1 SNORD13 GABPB1-AS1 NEAT1 MGC32805 EID1 SNHG1 PSMA3-AS1 AC006116.7 RMRP LINC01730 SNORD27 RNU12 GHET1 RN7SK MEF2C_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MEF2C_TARGET_GENES FGR SNX11 CFLAR KDM1A ST7 REXO5 ITGAL AP2B1 ARHGAP44 GAS7 TSR3 ST3GAL1 MED24 RPS20 MBTPS2 CALCOCO1 PSMC4 ZC3H3 ACP3 CXorf56 PHLDB1 FHL1 GRAMD1B BIRC3 B4GALT7 SNX1 ALG1 ABCF2 PEX3 CLEC16A TDP1 ADAM28 OFD1 ARAP2 HDAC9 TNFRSF17 ARID1B ATG5 CDK14 SEC61A1 PTPRU HDAC7 TM7SF3 CTSA ME1 PPP2R5A TRAM1 STOML1 RHOA NAV3 MEF2A CLEC2D MNT WDR1 SNX13 TFRC MCM2 KDM5A ST6GAL1 FRY PICALM NCBP3 IPCEF1 VPS9D1 MKRN2 BAZ2A MLH1 TRAF4 DGKD NFKB2 SIRT6 JADE1 LAMP3 N4BP2 TNRC6C MKNK1 PAFAH1B3 SMARCA2 PUM3 AP4E1 TCF7 PTPRC CCNT2 PDS5B COL16A1 FCN1 WDFY1 AKR1B1 MTIF2 ATG16L1 UIMC1 NOP14 PHACTR3 AAMDC DDX18 KIF9 NSFL1C MAPKAPK5 ESF1 GRAMD1A RGS1 MRPS33 GNPTG PABPC4 EXOC1 RAPGEF4 SNAP23 MFSD11 SEC22C SORBS1 HSP90AB1 SIRT1 RAB18 HNRNPM MKNK2 TRMT2A RANBP1 TOP3B HPS4 SRRD TXN2 TNRC6B KIAA0930 ATP6V1D GSTZ1 TELO2 NFKBIA RABGGTA ARFRP1 NDUFAF5 IDH3B JAG1 MIB1 SYP PGK1 MRPS31 NFAT5 MON1B NAGPA CIAO3 ZNF174 DNAJA3 BFAR STX4 IL21R SYT17 AAGAB IQCH ZNF106 GABPB1 DNAJC17 BRF2 RIPK2 DECR1 R3HCC1 PLA2G4C COPE ZNF85 AVL9 ITGB8 MTPN ADAP1 SSBP1 GARS1 HSPB1 RBM28 COA1 TLE4 RAPGEF1 EXOSC3 TRDMT1 GBF1 TFAM KPNB1 SMARCD2 ICAM2 C17orf75 PSMD11 HDAC5 INPP4B FRG1 TBC1D19 STIM2 CTSC MADD MLEC CSRNP2 MAGOHB ARHGDIB ENDOU ADGRD1 GNPTAB C12orf57 PTPN6 SUDS3 GYS2 COL12A1 DSE SMIM8 KCTD20 SRSF3 MED23 RPS12 DUSP22 GMDS HARS2 MRPS30 SUB1 TARS1 PDE4D C5orf15 BNIP1 AMOTL2 UBE3A USP4 NCBP2 NKTR KANSL3 EIF2B4 SNX17 INO80B CCDC88A STAT1 CCT4 TXNDC9 DCAF17 THADA EPAS1 NFE2L2 ERRFI1 ARTN TXNDC12 NRP2 KLF7 TNFAIP3 GTF3C3 PTPA NEK6 BBOF1 LTBP2 AFTPH TCTN3 WDR11 MYCT1 CCDC77 TAF12 KDM3B SERP1 NR2C1 NFYB COIL SLC35B1 FAM117A TAS2R9 TMEM39B LINC00544 MTERF4 LY9 RBBP6 CYREN SLC25A16 COQ8B SLC12A4 NCOA3 STX16 PPP4R1L BCAS4 UNC5CL GPR18 NUP85 PAX1 DTD1 TUBGCP3 PCID2 IGFLR1 RBM42 ZNF484 EDN2 KLF2 WDR24 METTL25 POR MTX2 DLL4 ANAPC13 RPAIN SEC14L1 PRKCSH LATS1 HAUS8 RPL27 PRKAB2 SNRPA1 CLUH EEFSEC JCHAIN ANKRD17 IGHMBP2 USPL1 PEMT SLC41A1 KRAS CCDC59 NUMB COX16 MED6 EIF2S1 ARL8B AP4B1 CMPK2 CDCA8 ERCC5 NREP WDR36 CD36 RINT1 ANKRD6 ATP5MC2 MDM2 STX6 NIBAN1 MRPL44 DNAJB2 EIF4E2 TSGA10 VPS36 MED4 NUP42 BZW2 CIB2 NIBAN2 GABBR2 HEMGN ARPC5L CCL21 CMTR1 SLC22A7 HMGA1 NDUFAF1 PAK6 GTF2B BARD1 NAB1 ABI2 APH1B INTS14 PPCDC CENPE GSTCD INTS12 RGS3 ALG10 TMEM117 TPH2 SLC15A4 MAP3K12 ITGB7 RB1 CUL4A WDR89 MAN2C1 USP3 PARN PRELID3A C18orf21 NPC1 ARRB2 SLC39A3 PFKL SAE1 CARM1 MTF2 STRIP1 ITGA10 NUF2 RGS5 TOR1AIP1 MCL1 PARP1 RHOB LIPT1 AFF3 COPS7B TCTA ROPN1L RPL37 GIN1 PPIP5K2 PAM TNFAIP8 ZMAT2 ARMT1 CCZ1B C7orf26 CREB5 TACC1 GOLGA7 POLR2K SIGMAR1 GSN SURF4 REXO4 FRA10AC1 FUOM DGKZ FERMT3 SPATA4 PIH1D2 NKAPD1 PTS UBC ITPR1 CDC123 PTPRO FLI1 BEND6 RASGRP3 SAR1B CWC27 BANK1 CAST ABCA6 PPP1R3A SORBS2 ANKRD40 SLC16A1 SLC26A2 DPY19L4 TSPAN7 NPTN MS4A1 SEC13 TSC22D3 TSPAN18 AP3S2 DZIP1L ABHD3 ZSCAN12 ZNF276 CCAR2 SNF8 ADPGK ATP6V0D1 GNE HSF2BP RRP1B FAM207A PCNT ZER1 NLRP4 CRTC2 LMNA NACC1 IER2 VPS28 MFSD12 IKZF3 ASB16 NOL9 LZIC IL23R FAM102B ATF3 BPNT1 ATP1A1 MNDA CCNL1 SMIM14 U2SURP ZNF148 TMEM41A IFT122 MELTF WDR82 GASK1B ANAPC10 OTUD4 WDR41 ANKRA2 NSA2 GFM2 SLC35A1 TRA2A KIF6 SUN1 TMC1 HNRNPK PIGA DEPP1 KLHDC2 COMTD1 BMS1 SMCO4 ZFYVE19 CKB CCT2 SCN3B SYNPO2L IDH3A DENND2B ZNF3 B2M CIAO2A TMEM170A SMAD3 NIBAN3 ANKRD11 RAB4B MRPL58 KCTD5 FTH1 CTNNB1 PNOC MAPK1IP1L PXK RAB31 FNTA CDKN2AIP LRATD2 LDLRAD4 IL12A GFM1 TNIP2 COL4A3 HINT1 DTWD2 HEXD BUB1 MT1E DUS1L TPST1 GUSB ZNF768 SLC16A5 HARS1 NFXL1 DENND5B KIAA0232 MTSS1 CAVIN3 CEACAM3 KRT20 LRRC8D NMUR1 BCL2 RPS7 MOB3A FRMD3 TEFM CLEC7A MACROD2 AFF1 RPL38 RARG RNASEH2C PPP1R3B NMNAT1 PIGG PRPF8 ATR RFESD ALG10B DRAP1 AURKAIP1 CCDC57 SPRYD4 ACSF3 ZNF843 C15orf56 LRRC37A3 CHD9 NINJ2-AS1 TBL1XR1 ACAD9 SRRM3 DMAP1 NDUFV2 PLEKHM3 FBXO34 RRS1 RCC2 C9orf106 C12orf42 PXT1 CLK3 SHARPIN PIPOX LINC01869 OGFOD3 SNRPE IST1 UBA7 UBE2E2 NPLOC4 EXOC7 TSPAN10 ZNF721 LINC01547 KIAA2026 TOB2 DENND5A ADAP2 CMSS1 STING1 PDE4B KRBA2 TMED9 H1-10 LRRC14B FAF1 ZBTB37 IL3RA MRPL40 IFIT1 WWOX FSD2 CFAP73 RPS19BP1 SERPINA13P KCNJ11 PTMA ISG15 EXD3 B3GLCT TRPV2 C19orf67 C22orf34 CLN3 NOXA1 CNR2 LRRK2 ADAT2 ALKBH2 TSPYL1 HMGB1 TDRD7 COLCA1 SIRPB2 NIF3L1 GARS1-DT EVL TRAPPC2 MYO18A DAPK1 SNHG17 SCN8A FAM3C WDR45 METTL9 ZSCAN25 ANXA6 ZGPAT ZNF165 MRPL21 ZNF790 SPG7 KEL ZNF770 CALM1 SELENOT TSEN15 VTRNA1-2 MIR29B2CHG PLPP4 DAXX PRRT1 AC007389.1 C2orf91 ITSN1 RNU6-946P SNORD116-8 MT-TF MT-TP SELENOH SACM1L TSN IGKV4-1 ZNF580 NPM1P7 GTF2H4 C19orf38 OR1X5P TOMM6 AC141586.1 DHRS4-AS1 TMEM167B LINC00339 TIGD1 PPT2 MIR1538 TH2LCRR CCNT2-AS1 DTNB-AS1 ATXN1L ZMIZ1-AS1 LRRK2-DT JPX MKRN2OS DOCK4-AS1 WDR11-AS1 AKR1B15 CNTN4-AS2 SNAP25-AS1 ROCR WEE2-AS1 LIMD1-AS1 LINC02541 LINC02090 ITPR1-DT RSL24D1P11 LINC-PINT ZNF687-AS1 TEDDM2P RPS28 ERICH3-AS1 MAPKAPK5-AS1 JRK WDR82P1 GAS5 LINC01366 AC013270.1 AC002310.1 SYN3-AS1 ZBED5 LINC01010 CDKN2AIPNL TTN-AS1 RGL2 AL359710.1 SPATA31D2P AL391832.2 MID1IP1-AS1 LINC00879 PPIL3 LINC00973 AQP1 LINC00886 GPR199P BMS1P4-AGAP5 BMS1P4 MRPS31P5 LARP7P4 KCNK15-AS1 LINC02709 NEAT1 AP000787.1 CEBPA RRS1-AS1 ARHGAP42-AS1 GDNF-AS1 ATP6V1G1P6 LINC00989 GLUD1P3 AF117829.1 MALAT1 AC104211.1 MIR3142HG CERNA3 IGHV3-63 OSBPL9P2 OSBPL9P3 AP001107.9 AC011092.2 LINC00944 ADGRD1-AS1 MADD-AS1 LINC02426 LINC02392 ADI1P3 PPT2-EGFL8 EHD4-AS1 CORO7 ZNF213-AS1 AC018521.5 LINC01970 ZNF790-AS1 AC005264.1 LINC02132 ZSCAN16-AS1 SPIB AC009061.2 LINC01480 NCBP2AS2 AC004130.2 AC021321.1 IER3-AS1 INO80B-WBP1 PPP4R3B FRG1HP H4C4 MIR7845 PSMB3 RNVU1-28 AL354696.2 FLJ38576 MATR3 PAX8_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX8_TARGET_GENES DVL2 RHBDF1 PLEKHB1 ARID4A GNA15 SNRPA EPB41L4B CSF2RB PPP4R3A C14orf93 CELF4 FNDC3A PPP6R1 FSD1 TMEM248 DDX58 DLX4 FNBP4 RAB5B ASF1A SRSF3 TXNDC9 PLCL1 TRIM62 DYNC2I2 CYREN CNOT1 POLR1B DGCR8 COL5A1 SLC6A6 TMEM204 PNPLA8 CDK4 GCC2 CGREF1 PREPL FAM117B ARMH4 RAB40B GABPB2 CAMKMT NR1I2 FGD2 DOC2A MX1 EIF5B ABCG1 ITGB2 RNASEK-C17orf49 MEGF6 SAP30 CYB5A ZNF143 NEMP1 NAB2 DHRS13 UPF3A RAD9A KAT5 UCP2 MAFF LAMP1 C19orf54 ARMCX4 NACA SYNGAP1 CDC42SE1 TFDP1 VTRNA1-2 ADGRG1 MLLT11 SMIM30 ALOX12-AS1 RNASEK RNU6ATAC FKBP14-AS1 SNRPEP4 GET4 HLA-DMB AC006252.1 PURPL RPL32P3 PSMA3-AS1 PRR29-AS1 SAP30-DT LINC02371 PRSS2 ZNF33A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF33A_TARGET_GENES CFLAR ST7 GGCT SEC62 REV3L ERCC1 CD22 GPRC5A WAS TUBG2 POLR2B SREBF1 SLC24A1 ANO8 NUP37 FNDC3B RBM7 ANKRD13A N4BP2 ITM2A WDR70 FTL TXNDC16 FXYD5 TFAP4 DLL3 GGA1 MCAT SAMM50 DNTTIP1 NALCN STX4 AAGAB IGDCC4 AKT2 CCDC114 CADM4 TFPI2 ANKRD7 SERPINE1 PBLD DHX40 PPP1R9B MAP2K6 ALDOC CCDC86 PPFIBP1 SLC6A12 C2CD5 NCOA7 FIG4 HARS2 GTF3C2 LGALS8 SIPA1L2 ACADM ECE1 SLC19A2 AVPI1 MTHFD1L SPOP ECHDC2 CCDC18 RASSF8 COQ8B WFDC3 USP9X XPO5 NDUFA1 UROD EMG1 RHOJ EDN2 MACF1 MTERF1 A4GALT GTPBP3 TULP4 CYP2G1P MAP3K10 RARA PDHA1 ZSCAN5A RAP1GAP2 USPL1 SLC39A11 COX16 NREP STX6 TMEM127 TGFBRAP1 FRS3 MTCH1 SULF1 YAP1 MAP2K5 GABARAPL1 VPS53 PIK3R5 RERE FHAD1 MTF2 MRPL24 CEP170 RPL37 IQGAP2 RNF145 SHPRH KDM6A RGS20 DNAJB12 GSTO1 NCAM1 C11orf52 CCT5 DCP1B SPEF2 CYP4Z2P CPT2 SLC37A3 MEGF11 EPB41 MIS18A PAXBP1 RCAN1 RUNX1 ZNF230 ZNF221 CALM3 SHKBP1 ATF3 CCNL1 DNASE1L3 WDR43 IFT122 HSPA4L ARFIP1 PRPF18 AMOTL1 ARIH1 TK2 NEMP1 SRP68 IRF2BP2 SH3TC2 HARS1 SPATA24 KRT19 ZNF570 CHCHD1 FUT10 DCAKD PHOSPHO1 VN2R1P CTBP2 B3GNT4 PHLDB3 DNAJC28 ZNF223 AURKB LINC00670 CLK3 C11orf71 CYB5D1 NAA38 LRRC37B DNAH14 ZNF383 HMGB1 NOXO1 ZNF569 ZNF420 ENTPD4 TRIM33 IPP VPS13A MTCO3P12 BRINP2 CD247 RNA5SP189 VTRNA1-2 SCUBE1-AS1 STUM LINC00963 AGPAT1 ZNF155 PSG5 C21orf62-AS1 THUMPD3-AS1 MT-TF MT-RNR1 RNU6-995P EWSAT1 HNRNPA1P64 LIPE-AS1 NUDT19 SETP21 PHB2 PEX26 RPS16P5 CKLF NBPF1 RN7SKP192 CFL1P1 ATP6V1G1P3 MKRN2OS LINC01534 ST7-AS2 AKR1D1P1 AL669831.3 RAD23BP2 ELOVL2-AS1 LINC-PINT ERVH48-1 TFPI2-DT GTF3C2-AS1 GAPDHP14 PTGES3P4 GOLGA2P5 AC008040.1 ALKBH6 BMS1P4-AGAP5 RPL12P32 BMS1P4 RN7SL299P LINC02273 AP000802.1 NR2F2-AS1 CCNL2P1 LUCAT1 LINC02465 GLUD1P3 RN7SKP195 RNU4-77P CKLF-CMTM1 ZNF225 SMIM10L1 AK6P1 LINC00662 MIR1273C AC006213.1 LINC01897 AC008736.1 AC006116.7 ZNF224 AC002116.2 MTRNR2L13 ZNF30-AS1 RAB33B-AS1 SRCIN1 TRAC ZFP36L1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZFP36L1_TARGET_GENES PRMT5 NDUFS7 KNL1 SHF VPS53 DPP9 TRIM41 SUGT1 SRP68 MCRIP2 ALOXE3 PIPOX VTRNA1-1 VTRNA1-2 VTRNA1-3 SACM1L LINC00240 LIMD1-AS1 LINC01962 AP001107.9 AL132780.1 RNASE4 AC124068.2 VTRNA2-1 RN7SL2 RN7SL1 MIR4521 DLX2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DLX2_TARGET_GENES CASP10 NOX1 LAMA3 PRDM1 ACAA1 VMP1 CASP8 COL17A1 CDH17 ITGB5 HSD17B2 OAS1 NXPE1 FERMT1 RNF125 YJU2 HOXA3 DNMBP XPNPEP1 DCUN1D4 CLCN3 PDE4D IQCG NR5A2 RPF1 IFT46 BCL2L14 TSPAN8 ELL3 LRRC41 TERF2 NASP SPINK5 ELP3 REG4 LMO7 CCDC115 TMPRSS4 PLAC8 ARHGAP26 RNF145 SYTL5 A1CF ADD3 HNMT EPS8 CFDP1 MALSU1 PRKCI RBM47 ERAP1 SEPTIN8 PPFIBP2 SMAD3 ACAA2 ENC1 AGR3 MUC13 GPR160 WSB2 ZC3H12D HMGN2P46 ARL14 CLRN3 RPL35A BCL2L15 FAM47E KAZN ANAPC7 H2AC7 RNU5E-1 RNU5D-1 VTRNA1-2 C21orf62-AS1 RNU4-72P LINC01133 AL023755.1 LINC01275 SNORD13 C1orf226 SMIM31 MGC32805 SELENOP HOXA-AS3 MGAM2 IGFL2-AS1 LINC01730 H2BC7 CFTR ICA1 NME1-NME2 PGM3 MTMR11 ATP2C1 AGPS ASTE1 TRIO LTBP1 LIMA1 SYNE2 RIOK2 ALDH18A1 DNTTIP2 MAPK6 FERMT2 SRI SEMA3C REXO2 DNM2 AP4E1 MEF2C CDC14B SIRT4 SLC9A1 SNAP23 HMOX1 VWA8 ZNF106 DMXL2 DNAH11 NOD1 AHR PIP5K1B PHF12 CLNK PDHX TDP2 PRLR RAD50 RND3 THADA C1orf21 PANK3 MTIF3 ATG4C AKAP9 CASD1 INO80 DUT SUMF2 NGDN TTI2 CLIP1 CAP1 KHDC4 POMP ARHGAP32 PRR5L KCNK1 PIGC SP110 VILL SUCLA2 TBRG4 IMP4 GARNL3 TMEM8B HINT2 PIM1 LRRC1 SLCO2B1 TGS1 NXPE4 YAP1 MYOF TMOD3 GCNT3 ZCCHC14 GNAL RAB13 RPS27A CTDSPL NFKBIZ MYO10 PURB LUC7L2 ARID5B ANK3 RNF144A JMY UTRN SCOC H2BC5 RAPGEF6 PAXBP1 EFCAB14 PEX13 PMVK SGO2 HPGD STARD4 NXN SCARA5 SETD5 CEP120 IRS1 AKAP13 SPSB1 MLLT3 ZNF217 JMJD1C TMCC1 GLRX CEP83 UQCRH HEG1 VCPIP1 PHYKPL TMEM39A TBL1XR1 NAALADL2 PIPOX NRXN1 C1orf105 NPM1 TNRC18 SNORC PLCB1 GDPGP1 CCDC159 CIB1 RPS27L PRR13P5 NWD1 S100A16 LRRC66 CRYM-AS1 SH2D5 SPATS2L ZNF775 SLC30A10 ILRUN HOXC6 MPZL1 MBP LEKR1 SPRED2 CAPZA2 PJA2 RNU6-1301P VTRNA1-1 RN7SKP193 TRIM31 MIR194-1 MIR638 RNU6-952P GAPDHP25 REPIN1 C17orf67 EML6 LINC01588 PPP2R2A RN7SKP192 LINC00365 LINC00431 RPL39P40 LINC00974 LINC00511 LINC02474 RPL7L1P8 RGS17P1 MIR194-2HG CCDC192 LINC02541 AC007099.1 LURAP1L-AS1 LINC02889 UST-AS2 RPL34P1 NME1 YAE1 ELOCP19 RN7SL108P IL10RB LINC02453 DRAIC FOXD1-AS1 PSME2P3 HNRNPKP5 LINC01619 LINC02253 C15orf65 AP002478.1 AC006262.1 RPSAP75 MIR223HG ARRDC3-AS1 PPARA_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PPARA_TARGET_GENES YAF2 CUL1 SIRT6 NAGLU RPS14 ALKBH2 PPIA HMGB3P22 CYP51A1 NFIX NME1-NME2 TP53BP1 SLC25A3 ERC1 TRPM7 BCL2L13 PAPLN RAB11A CARD8 CAPRIN2 IL23A POLR3G NFE2L2 STK11 RBM18 FCF1 KIAA1191 PEX1 ATP6V1F CALU RBSN PPHLN1 PAN2 C11orf1 FANCD2 HNMT BICD1 TMEM268 SIK3 SLC9B1 ZSCAN21 TEF NCKAP5L HECTD4 ZNF622 DENND4A LPCAT4 UBE2N OAZ2 TEAD1 IRAK4 GRK6 ZNF770 DDX42 CAPZA2 AC019080.1 DANCR NME1 ARHGDIG GABPB1-AS1 A2M-AS1 FDXACB1 ITFG2-AS1 AC027237.3 MIR4449 MIR4434 ZNF816_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF816_TARGET_GENES MED24 VTA1 NME1-NME2 DPF1 BRCA1 MNAT1 PRKCH FLT4 LSG1 VMP1 TBC1D1 SMARCD1 LRRC40 PLPP1 DHX8 HYAL2 MARK2 PDE8A KDM5A SLC24A1 ANO8 ANKRD13A WDR70 OGFOD1 RPL6 DZANK1 CREM NDUFB7 TOP3B HSCB CACNA1I PSMA3 UQCC1 CDK5RAP1 STAG2 DHRS12 ZNF629 HSDL1 HAGHL CLUAP1 TRIP4 BRF2 PLAT MTMR9 PIH1D1 POP4 SIPA1L3 TTC26 SSBP1 PTCD1 RHEB TRDMT1 MICU1 CUEDC2 RECQL5 DRG2 SMARCD2 C17orf75 UNC119 TBC1D19 RPS13 NUP107 CILK1 CCNC MED23 TRIM38 NDUFS7 RTN4 STK16 SRSF11 ADPRS DHDDS IRAG2 DYNC2I2 SUPT7L IDE MXI1 WDR11 SEC16B CCDC77 EXOSC8 FAM53C ADRA1A SERAC1 STX16 SNRNP27 AARS2 ZNF391 SDCBP2 FLRT3 GDF5 MCF2L EMG1 ATP13A4 WDR24 TTI2 GTPBP3 ADRM1 YIPF2 RPL27 VPS25 UTP3 COX16 APC WDR36 PHF21A MRPL44 THSD1 TACO1 GRHPR RAB30 NDUFAF1 INTS14 HERC3 SHROOM3 GSTCD INTS12 MAPK8IP3 FGD4 SUOX ITGB7 PELI2 COMMD4 DET1 OSGIN1 DPP9 TIMM29 CFAP74 ITGB3BP MTF2 STRIP1 NUF2 RGS5 TOR1AIP1 TARS2 RFX5 COPS7B PYURF ROPN1L RPL37 GIN1 PPIP5K2 WDR31 REXO4 FRA10AC1 C11orf49 HIKESHI VPS51 MIPOL1 POC5 SPEF2 SAR1B ENPP3 ANKRD40 GALK2 PDE6D WIPI2 CFAP298 RCAN1 ZNF221 ZNF233 GNE FAM207A MCM3AP NXF1 BPNT1 TMEM79 GLB1L SLC4A1AP SAMD3 FZD6 BMS1 ALKBH3 COPS2 PCLAF NUDT21 SMG8 PROSER3 CD320 ECI1 BDKRB2 VWA3B PKIG SLC35G2 SPNS1 ZNF282 DPY19L2P2 ACYP2 KSR2 ZNF524 PLEKHG5 ZNF570 RPS7 AQP4 LAMB2 TEFM MCRIP2 C12orf76 BANF1 EIF1AD ALG10B AURKAIP1 TOB2P1 TIMM22 GBA ANXA2R BET1L RIC8A DMAP1 FBXO34 ALOX12B MED14 TMEM45A YBEY NXPH3 LINC01547 CCDC159 SF3A3 VPS33B ADAP2 MRPL40 SESTD1 ZNF286A SEMA4D ZNF490 SUPT5H ZNF569 IPO4 ZNF846 PSMD12 SVIL ZNF461 MAFK ZNF511 ZNF627 FAN1 OPA1 RNU5E-4P VTRNA1-2 RAET1G TAP2 MRPL53 C4orf47 HLA-A SYNJ2BP HEXA GTF2H4 FIS1 VPS33B-DT AC129492.1 PHB2 FASTKD5 DHRS4-AS1 TMEM242 LINC00339 C6orf226 JPX WDR11-AS1 WEE2-AS1 LINC02643 NKAPP1 APOA1-AS LINC02810 NIFK-AS1 LINC01358 LINC01409 NME1 STIM2-AS1 PSMD12P1 PCDHGC3 MBL1P MRPS31P5 RPLP0P2 AC090061.1 ZNF564 ROPN1L-AS1 IRF5P1 LINC02695 AP001107.9 RTEL1 AL158801.2 SYNJ2BP-COX16 HEXA-AS1 INSYN1-AS1 LINC02136 MIR4736 MIR4674 EGLN2 DUSP14 SRCIN1 ZNF511-PRAP1 MIR5087 HSPB6 TMEM132A BAZ1B POLR3B DAPK2 RC3H2 TLE2 PDE4A HES2 DERL2 CLASP1 TRAF5 HUWE1 SRRT SLC23A2 HECTD1 FBXL19 GCAT NFKBIA BMP7 CTSH CABP5 CFAP69 CCSER2 RAB34 STIM2 UFSP2 COX6A1 MAK TFEB TBX18 NR3C1 GORASP2 SMG7 MTR RBBP5 IPO13 CCNI KDSR ALG5 PDLIM2 CEP89 RASL11A PDE1B ARHGAP40 AHNAK HS3ST3B1 CHCHD5 CEP250 RRAS DAD1 TUBGCP2 METTL26 LRP3 SLC6A6 RFX1 DSTYK BTG1 KCNK1 VARS2 TTC29 RHOF GNAL CBX4 FEM1A IFNAR1 TIPRL COP1 HAPLN1 TRIM41 CYP39A1 TMEM168 RGS20 NOTCH1 LYPD1 FRMD4A PDK1 GPR180 OTULIN SLC35B2 PAFAH2 B4GALT5 DEDD2 IL6R CPSF4 CCDC78 TMEM200A SYTL3 C8orf48 FAT3 PGM2L1 ZMYND19 MIS12 POLR2J3 STAT3 SHOX2 SLC33A1 KIAA0232 ASXL1 PLK3 ZNF791 B4GAT1 EFCAB5 SAMD4B FIZ1 ZNF609 EHMT1 PLCXD1 NPLOC4 UTP11 MRPL54 CHEK2 NELL2 UBOX5 ZNF829 ZNF566 IFT140 ZNF383 DPY19L2P1 ZNF766 SUPT3H MYO18A ZNF790 ZNF568 NBR2 CALM1 MTCO3P12 ALPK2 BRINP2 SMG5 ZDHHC18 SAMD9 MT-TT LINC01089 FIRRE EDRF1-DT AC007182.1 LINC01623 RHEBP2 SLAMF6P1 RHEBP1 AL121601.1 SMG7-AS1 LINC00894 TM4SF19-AS1 XRCC6P1 ALKBH6 LINC01184 RAB30-DT BAALC-AS1 AC145146.1 ZNF286B ZNF345 STX16-NPEPL1 AC005324.3 AC010491.1 ALOX12P2 MIR548AL MIR1273C CFAP298-TCP10L MYO15B AL390955.2 DUSP5-DT MIR6762 DBP_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DBP_TARGET_GENES C1orf112 RAD52 HS3ST1 MAD1L1 VPS50 CROT ITGA3 ETV1 IFRD1 VPS41 MED24 BAZ1B NME1-NME2 ABHD5 AKAP8L CALCOCO1 MDH1 MATR3 TTC27 SPAST AQR UBR2 BRD9 TBC1D23 NSUN2 C12orf4 TSPAN17 NOP16 RFC2 LIMA1 LETMD1 TTC17 SZRD1 USP36 TMCC3 PPP1R12A NDC1 CDK17 DNAJC25 ACAA1 GPBP1 VMP1 SPHK2 TNPO3 BTBD1 FAR2 DGKA ZC3H15 GSTO2 ZBTB11 MTFR1 TNFRSF1A ASNS OSBPL3 ING3 LMCD1 TRIP13 ZFYVE26 NUP37 ACTB SART3 ANKRD13A SNRPA FAM76B TULP3 VDAC3 PCM1 THOC1 FDFT1 KIF22 SRCAP C5orf22 LYRM2 TNPO1 ATG16L1 DIMT1 IPO11 RBM22 ZFAND6 HUWE1 PSMC5 AURKA EDEM2 ZNF343 RPL6 DZANK1 MRPS33 NDUFB2 PLEKHG2 TMEM101 PPP2R3C TOX4 CDC45 AAAS DHPS NUP188 PSMD8 SNRPD3 PICK1 HSCB TOMM22 ZMAT5 L3MBTL2 SDR39U1 PSMA3 AHSA1 SPTLC2 SRSF5 EIF5 PPP4R3A PSMB5 CCNB1IP1 PRORP RAB5IF CSTF1 TPD52L2 HM13 TTI1 RPRD1B POLI PARP4 TSNAXIP1 SETD6 SMPD3 HCFC1R1 GSPT1 HMOX2 RPGRIP1L MAZ CDIPT TRIP4 RAB11A CSPP1 INTS9 ECH1 HNRNPL CLPTM1 PPP1R37 SF3A2 MED25 C19orf53 VRK3 C19orf44 MED26 ILVBL POP4 RPS16 TIMM50 NUMBL CACTIN HNRNPUL1 BBC3 MRPL4 NOP53 RABAC1 MEGF8 DBP FAM83E TMEM147 SMG9 BET1 CBLL1 TTC26 OGDH PLEKHA8 FBXO24 RBM28 AP1S1 CHCHD3 EXOSC3 GBF1 FBXL15 PSMD3 TRIM37 RECQL5 CAMTA2 RNF167 SLC25A11 DRG2 FTSJ3 TNFAIP1 IFT20 PHF12 NDUFC1 GRPEL1 SNX15 PRPF19 CHORDC1 ANAPC15 EIF4G2 UBE4A RPS13 EXPH5 PRPF40B KCTD10 ATP5F1B METAP2 ITFG2 VPS29 CREBL2 DDX55 CAND1 NUP107 TIMELESS NOP2 COPS7A RWDD1 NCOA7 MRPL18 SLC39A7 SRF TMEM30A MRPS30 IK POLR3G DROSHA TARS1 NUP155 PPWD1 TXNDC15 TTC33 RARS1 SMAD5 ATP6V0E1 TBCCD1 UBE3A RPL24 HEMK1 EEF1B2 MPV17 EIF2B4 SNX17 PPM1G GCA INO80B PCGF1 COQ10B KDM3A STK25 SRSF7 THADA NFE2L2 MORN1 TCEANC2 TMEM59 RPL22 SCAMP3 BCAS2 RBBP5 PIK3R3 VAMP4 RPS6KA1 ESYT2 FASTKD2 KLF7 SGK1 DCLRE1B NDUFB3 DYNC2I2 PTPA PPP6C INVS RBM25 ZNF410 PANK3 WDR55 TCP1 SERP1 TMPO COPS5 SLC35B1 FAM117A PLBD1 BCL2L14 POLK NAA60 KLHL7 HNRNPA2B1 FAM126A GLIPR2 CLTA CYREN SLC36A1 EXOSC9 CHPF ZNF391 KLHDC3 EEF1E1 AHNAK TM9SF2 GTF3C4 SYMPK SNRPB2 AGO3 BCL2L12 IRF3 SCAF1 DYNC2I1 IPPK ZNF484 COX7C TSPAN8 VIL1 AAMP SEM1 POR ATF4 EMC4 PRKRIP1 MKLN1 CALU NDUFA5 MRPS12 ELL3 CHAC1 CCNT1 CDKN2D DOHH MOSPD2 ECSIT PRKCSH SAFB2 MRPL34 CEP85 METTL26 CAP1 HACL1 RPL27 NDUFA2 DIAPH1 C1orf159 ZCCHC9 SNRPA1 IMMT EIF5A POLR3F AP3B1 DCTN4 USPL1 PEMT SPINK5 COX16 EMC7 AP4B1 TMEM106C TIMM10 WDR36 TBX3 RNFT2 CCDC146 PNPLA8 HILPDA NAT10 DNAJC14 ZC3H10 HNRNPA1 AFG1L AHI1 EGR4 TSGA10 SRSF1 KAT7 NDUFB5 MRPL47 CDK5RAP2 ZFP37 C6orf52 NUMA1 C11orf1 SLTM MAPKBP1 NDUFAF1 KIF23 ADAM10 DUSP5 ATIC PPIG MDH1B MNS1 USP8 SECISBP2L INTS14 UBL7 GSTCD INTS12 GUCD1 YARS2 POC1B NABP2 MYG1 TMBIM6 VPS37B ABHD13 NIPA2 SLC12A6 SERF2 TLE3 HMG20A TPM1 TICRR PMM2 FTO DHX38 TXNL4B RANBP10 C18orf21 WRAP53 MBD1 ZCCHC2 FEM1A DPP9 IFNAR1 TM4SF5 PSMB6 ZNF473 CTU1 ZNF614 PPOX NUF2 RGS5 PRCC TARS2 MCL1 GABPB2 TAF1A HAX1 RPS27A WDPCP SNRNP200 SFXN5 SLC20A1 COPS7B GMPPA GOLGA4 EIF2A PLAC8 SRD5A1 RPL37 PLK2 BDP1 SLC30A5 YIPF5 SLC25A48 FBXO38 TBC1D7 ZMAT2 RNF44 PSPH LUC7L2 HMBOX1 EIF3H C9orf72 LRSAM1 GPR107 RSU1 PPRC1 CNNM2 CELF1 ATM SLX4IP CHEK1 LTO1 ALDOA PIH1D2 NKAPD1 UBC UBE3B GXYLT1 EXT2 VIPAS39 INPP1 AMN1 FBXO4 C18orf25 SH2D6 TRIM36 PFKM SPEF2 SLC30A6 PELO AHCTF1 NMRAL1 RABGEF1 DPH3 CDK19 HSPA13 GRAMD2B CNOT8 NUP205 RNF20 MIDEAS ADK ZDHHC5 MED19 ZNF689 SASS6 GALK2 BUB1B NECAP2 CCNB2 MYO1E LCA5L SLC38A10 C12orf43 RER1 RNF207 AHCYL2 USF1 NDUFS2 TOMM40L CCAR2 CFAP298 UBR1 CHCHD6 DFFA KALRN WDR4 CHTOP VPS11 NLRX1 ANO10 SLC25A44 ZNF394 PLXDC1 SAP30BP JOSD2 RACGAP1 SPSB3 CLPB LZIC RBBP4 OMA1 GBP2 ATF3 ACP6 TYW5 MAIP1 SNHG16 SLMAP RPP14 U2SURP TTC14 RCHY1 LZTFL1 NAA15 ARFIP1 ANAPC10 ABCE1 ARSK UBLCP1 KIAA0895 TMEM184A INTS1 SLC4A2 VIRMA PSIP1 METTL2B NEMF KBTBD6 METTL3 ZFYVE1 BTRC COPS2 ZNF3 PCLAF PIP4K2C PHB TRUB2 COQ4 COQ7 CRK CDK12 POP5 RRM1 GPX4 MVD ZNF444 HSD11B1L SAC3D1 THAP9 ZCCHC4 MPLKIP ARF4 STIP1 HEXIM2 CEP120 CD2BP2 LMAN2 CRADD BTD GUSB ZNF764 ZNF35 CHRNB1 PRDM10 FOS SPATA24 PYM1 PA2G4 PFKFB3 ARL6IP1 RNF34 TSEN34 TADA3 MORN4 ZNF672 ETFDH ENC1 ATF7IP METTL18 RPS7 TEFM HINFP ALG14 CLP1 RAD9A CFL1 FAM222B KDM2A DAB1 SMARCC1 ZNF622 NMNAT1 ENDOV PLK3 SWSAP1 FBXO45 CYB561D1 TRMT10C LIG4 MFSD4A MSL2 THAP6 SNHG29 PARL ZNF408 ARHGAP1 DOLK FOSL1 SFN MBLAC2 TMEM39A TCP11L1 ZBTB8OS COX8A CNTD1 FOXL1 WSB2 THAP4 FBXO46 ZFAS1 CENPBD1 RPS27 SH2B1 TAF7 FARSA KLHL28 GCC1 CDC42EP4 LACC1 PIPOX TRNAU1AP DIP2C-AS1 NPM1 MRPS11 ZSCAN22 TRAPPC6B EXOC7 CEP97 CNOT10 SF3A3 PRR14L UPP1 CHEK2 KCTD16 SMTN COA3 DIABLO ADAP2 LRTOMT TM2D3 WDR27 EIF4ENIF1 TMEM186 NELFA INTS5 NSMCE3 C6orf120 RAB11B PRMT3 SP140L SH3BGR PARPBP MORF4L1 WDR53 SETD4 AIDA BTN3A2 UBE2H RSBN1L PP7080 C19orf54 SRSF10 CLN3 RBM34 TMEM198 RPL14 ALKBH2 TSPYL1 BLOC1S2 SUPT5H ZNF565 LONP1 WDR5B SERTAD1 PCNX3 BLM ZNF181 SPG7 RPL12 HIBCH CTNND1 DDX39B C6orf89 TTC37 CEP290 SCAMP5 ZNF277 LTN1 CIPC RNU5E-1 RNU4-1 VTRNA1-2 CAPN8 LRRC37A5P DAXX RXRB MSH5 ABCF1 PPP1R11 RACK1 C4orf46 LCMT1 LIN52 C5orf51 RNPS1 RNU6-2 TSN SUPT4H1 MXD3 COG8 ZNF337-AS1 ITGA1 FBXO16 FIS1 APTR BBIP1 ARHGEF28 ALOX12-AS1 MYL5 TMEM242 RNASEK NBPF1 AFG3L1P EPB41L4A-AS1 MRPL20-AS1 TAF1A-AS1 TMEM30A-DT ABHD11-AS1 LMCD1-AS1 MBNL1-AS1 TPI1P2 GTF2IRD1P1 LINC00271 LEF1-AS1 SNHG15 LINC00167 LINC01765 CTC-338M12.4 LINC01952 RPSAP31 FAM133B HIPK1-AS1 ZNF815P SETD4-AS1 MKLN1-AS MYLK-AS1 NME1 MRPS17 PPIL3 RN7SL346P NDUFB2-AS1 AC002467.1 MRPL20 DNAJC25-GNG10 RNF139-AS1 AC090515.2 UBL7-AS1 AC090061.1 CKMT2-AS1 SNHG21 MRPS30-DT RPL32P3 HOXA10-AS MSH5-SAPCD1 HTD2 FDXACB1 DNAAF4 PLBD1-AS1 CNPY2 AC051619.4 CRTC3-AS1 LCMT1-AS1 STAM-AS1 AC009065.4 AC099518.4 DNAAF4-CCPG1 AP000845.1 EEF1E1-BLOC1S5 ILF3-DT THA1P AC132192.2 MIR4453HG AP001462.1 CALR3 ARF4-AS1 AP003392.5 SLC30A6-DT WDR5B-DT C2orf15 PPP4R3B MIR6124 H2BC7 H2AC17 GTF3C1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GTF3C1_TARGET_GENES STX6 NCAM2 PRR13 RFX1 MT-TF MT-TP MT-RNR1 TFCP2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TFCP2_TARGET_GENES KMT2E TPR MCOLN3 SNX24 ZNF76 BCL3 UBE2K DLGAP4 XPO1 FAM234B RAB11A PTPRZ1 TMEM248 PHYH YWHAE EIF4G2 KCTD10 PTP4A1 RPS12 MRPS27 ARRDC3 ODC1 C2orf42 TIA1 EEF1AKMT3 USP22 AHNAK GPCPD1 SIN3B TEP1 CDK4 MAP2K5 CCNG2 SDSL TMBIM6 DUS3L GABPB2 EML4 TRIM41 C7orf50 UBC UBE3B NADK2 NR4A2 ODR4 PLK1 SPRYD3 SLC3A2 HJV ZNF561 MTBP MRPL13 KAT5 MRPL48 ALOXE3 TNRC18 CDC42SE1 OGA ZNF627 VTRNA1-1 MIR200C ANG H3C9P LINC00620 LINC01004 WDR4P2 H2BC15 MALAT1 FAR1-IT1 ODC1-DT RNASE4 ZNF561-AS1 AC016355.1 ARRDC3-AS1 MIR4521 BPTF_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BPTF_TARGET_GENES LASP1 KMT2E AP2B1 RALA VPS41 LUC7L SPAG9 ST3GAL1 IYD UTP18 RNF216 ANLN PRICKLE3 MAP4K5 ACP3 GRAMD1B DERA PLEKHO1 PHF20 NR1H3 SNX1 NSMAF METTL1 MTREX LSG1 CTNNA1 RSF1 PPP1R3F RAD51 PIK3CB RRP12 ATP11B ALDH18A1 MRPS35 TNK2 HAGH LIMCH1 SPA17 FAR2 IPO5 FAM107B CDK13 ARFGEF1 DHX29 MEF2A PIGB MAPK6 RAB27A EXOC5 NDE1 SMARCE1 IGF2BP2 CLASP1 EIF4G3 FNDC3B PLD1 DLG1 KIFAP3 UBE2T PPP2R5C CDC14A RAPGEF3 SRCAP ULK2 CD82 MAP3K4 NFX1 ZFAND6 ERGIC2 DYNLL1 RPL6 MAPKAPK5 DZANK1 RPH3A OSBPL8 TMEM101 HECTD1 UNC13D MFSD11 PDE6C CYTH4 VCPKMT PSMC6 DDHD1 DAAM1 DHRS2 RAB5IF TRIB3 POFUT1 CDK5RAP1 VGLL1 INTS6 COTL1 EIF3J MYEF2 FZD3 EYA1 GDAP1 RAB2A EIF3E NCALD SARS2 TIMM44 SLC1A5 OGDH H2AZ2 GARS1 CASP2 HSPB1 PDAP1 BUD31 PHF14 RIC1 TRDMT1 PPP3CB NPM3 PITRM1 RGS9 KPNB1 CPD SMARCD2 SMURF2 EFTUD2 TRIM2 FNBP4 SC5D ST3GAL4 AMBRA1 EXPH5 POU2AF1 PRPF40B ACSS3 TNS2 TRPV4 ACAD10 OAS2 DDX55 VDR RFC5 ADGRD1 CAND1 RAB5B LDHB PRKAB1 SRSF9 ASF1A MCM9 ULBP1 SLC17A2 HSPA9 GRM6 ARSB TARS1 PRLR SKP1 PPP2CA STC2 EHHADH CEP70 TFDP2 ACAP2 ECT2 FXR1 GNB4 MRPL3 PEX5L ABCC5 SSR3 TNNC1 EIF4G1 NCL MOB4 NFE2L2 FAM20B ARHGEF2 UCHL5 NR5A2 TMEM9 MRPS15 TSNAX KDM5B KLHL12 NSL1 PROX1 KMT2A SENP5 RAD23B PHF19 ELOVL3 GOT1 NR2C1 TARDBP SLC35B1 PYROXD1 RGSL1 ZC3H7A EEF1AKMT3 TTPAL PPP4R1L MTRR COL21A1 WNT1 DMAC2L MIF4GD SLC2A4RG GZF1 CEP250 THRA NR1D1 NUP214 CANX ATP13A4 YEATS4 METTL25 SPECC1 FLNC EIF2AK4 CHAC1 PHF20L1 LRRC6 CAMSAP1 EXOSC2 EIF2S3 SHFL SYNE1 ZNF141 COX4I1 GSE1 PRR7 SH3BP5 SLC6A6 STARD3 PRKAB2 SNRPA1 RPA1 ANKRD17 H3-3B VPS13B ERAL1 SPINK5 LRRCC1 CCDC59 ZFC3H1 DGLUCY MEIS2 TMEM106C PLEKHA8P1 ACP2 TIMM10 GGACT STT3A PSAT1 NAT10 MDM2 TAF5L CEP350 STAB2 DRAM1 WASHC4 IGF2BP3 RAPGEF5 BZW2 DDX56 NDUFB5 TRA2B VPS45 KCTD3 RPS6KC1 SLC31A1 FPGS RABEPK DENND4C TFAP2A SYTL2 TMPRSS13 UNC13C SQOR KIF23 KNL1 RSL24D1 ATAD1 ASNSD1 HERC6 KIAA1109 SINHCAF DUSP6 POC1B RITA1 SUOX TARBP2 MAP3K12 TMBIM6 MBNL2 PSTPIP1 ETFA SEC11A PMM2 NOL3 KSR1 RNF157 CBX4 PEX14 NUF2 RGS5 TOR1AIP1 LYPLAL1 SNX27 PIP5K1A ANP32E GOLPH3L GABPB2 SYT14 SMYD2 JTB PTPN7 GRIP2 SRPRB LPP TMEM44 CCDC39 MUC4 EIF2B5 ECE2 VWA5B2 SNCA G3BP1 ABT1 MLIP GNA12 C7orf26 CREB5 SNTG1 TRIM55 UTP23 FAM83A NR6A1 LCN2 PROSER2 RSU1 FAM13C LIN7C SCGB1A1 TNKS1BP1 ROM1 EML3 FEZ1 KIRREL3 TMEM25 ARID5B DIXDC1 ABCB9 SLC7A11 ENKUR BTBD11 ANK3 NPAS3 NUBPL FRMD4A VPS26B BICD1 SUV39H2 MBNL1 IFIT5 UBALD1 FBXL2 AK5 ROBO3 TNIK NCAM2 FBXL18 KLF10 DBI CNOT8 ELMO1 MIDEAS NDUFAF6 NSMCE2 PRR14 EIF4A2 C12orf43 KCNB1 B4GALT5 PPP1R15B NIT1 RAPGEF6 ARHGAP27 PADI4 LMNA EIF4A1 ASRGL1 MXRA8 C1orf52 ATF3 COQ8A PBXIP1 PPM1L SMIM14 MTHFD2L ZC3H12A POLR2H TMEM41A SENP2 RFC4 ZDHHC19 ABLIM2 NDUFS4 GPX8 TIGD6 KIAA0895 TEX47 MIOS SLC30A8 SPIDR OXR1 YWHAZ ZHX1 STRBP ZCCHC24 NUDT5 NSMF TRUB1 AGBL2 FBN1 FRS2 WBP1L ATMIN MAPK7 PPIB PLIN1 MAPRE2 MARS1 URM1 CCDC103 ISLR2 TBC1D16 TPM4 PROSER3 TRAPPC9 SPRYD3 SRP68 SLC3A2 TTC21A ULK4 LTBP3 SETD5 DNAJC7 CMAHP RAB31 FNTA STAT3 ADAM9 ADAM18 NSMCE1 SLC33A1 PTK2 TM2D2 LRRC45 GPS1 NRG4 TAPT1 HNRNPF ZFPM2 ZPLD1 TMEM192 FABP6 PWWP2A SMAD1 RALGAPB KRT74 NUDT9 KRT19 WIPF2 DSCAM SPSB1 TCEA2 GPHN ZNF540 SLC9C1 FRMD3 MRPL13 ZNF131 AFF1 BANP ZNF621 PARP14 CHD2 CEP83 HEG1 JUP KRT28 GSTA3 MGA SNHG11 ATP2A2 RPL4 TMEM167A C3orf33 MRPS22 PSMD2 FAM131A CTDSP2 GRAMD2A ORAI3 NUPR1 TMEM39A CCDC57 CNTD1 EFCAB5 SHMT1 CLVS1 TBL1XR1 TMEM94 PDE4DIP NECAP1P1 COX5A MROH1 R3HDM2 FAHD1 ZNF571 HOXC10 MAP6D1 CUEDC1 OFCC1 ZNF875 CYB5D1 MXRA7 COL18A1 SRPRA MTA1 PYCR1 NAA38 DDX41 NCF4-AS1 KMT5A POU6F1 PLA2G6 LRRC26 RNLS TMEM186 SHC4 BRWD1 YTHDF3 MORF4L1 HTR3D C2orf76 TOR3A BCR MAGI2 ATP13A5 PLA2G4E ZNF383 FOCAD CC2D2B BSX UTS2B AKR1C3 SEMA4A GREB1 ZNF766 LCOR ZNF140 MME SRGAP1 ARRDC1 ZNF165 ATG7 CDC42SE1 RPS26 KLHDC1 MYO1C C1orf122 WWP2 TXNRD1 MT-ND6 MTCO3P12 EPS8L3 SCAMP5 MT-CO1 OPA1 STYXL2 TSEN15 MIR148A SNORD18C RNU6-552P SNORA72 SNORA63B RNU6-681P RNU6-1317P RNU6-621P SNORD48 RNA5SP190 LINC00501 LCN8 PHACTR4 TXNDC8 BRD2 SNHG32 TCTN1 LINC02716 TRIQK SNX2 KRT81 DNAJC19 RNU6-1201P MIR125B1 MIR618 MT-TW MT-TH MT-TS2 MT-TL2 MT-TE GPX3 SLC48A1 RNU6-1248P RNU6-1109P KRTAP16-1 LINC01089 KRTAP3-1 KRTAP10-3 DENND1B CFAP45 TRIM59 CCDC183 SUPT4H1 RPS7P11 KRT222 DNAJC9 DNASE1 ALG3 RPL39P5 RPL18P10 LINC01588 AC141586.1 TMED11P TSTD1 PAM16 HIGD1AP16 MIR1251 RNU6ATAC41P PPP3CB-AS1 OR6X1 EXOC3-AS1 RNU2-63P RNU6-172P EHHADH-AS1 LINC01983 LINC01991 LINC02052 LINC00885 CICP12 KCNMA1-AS2 PIGBOS1 ENTPD1-AS1 OAZ1P1 SLC8A1-AS1 GTF2IP7 LINC00578 XPC-AS1 RPL30P13 LINC02038 ACAP2-IT1 LINC00433 DSCR9 PROX1-AS1 CALM1P2 TEX48 GSTA10P LINC00160 MIR4422HG RPL7L1P2 LINC02015 TSPAN19 TMEM139-AS1 DEPDC1P2 NPM1P13 LINC01162 LYRM9 LINC00690 LINC01137 MIR4280HG LINC01952 RPSAP31 NDUFB1P2 LINC02020 OR10G8 MAPKAPK5-AS1 LINC00700 SETP9 BRD3OS HGH1 ITGA9-AS1 DUSP8P5 TRIM67-AS1 MFRP PEF1-AS1 ZNF815P LINC02889 KDM4A-AS1 USH2A-AS1 CHCHD3P1 LINC02790 RPS27AP8 RNU6-1014P LINC02031 RPL6P7 RN7SL79P PCDHGC3 CPHL1P LINC01192 DECR2 MRPL42P6 ARHGEF26-AS1 CCDC39-AS1 RPS18P6 RPS2P41 HMGB1P30 PEX5L-AS2 RPS4XP12 ETV5 LINC01585 ZNF585B RAD51-AS1 RGMB-AS1 SNCA-AS1 AC010931.1 FLJ42969 MTND5P11 KRT8P46 CASC16 LINC02057 LINC02762 CKS1BP5 FCF1P8 HOXC-AS3 CCNHP1 RNU6-518P RNU6-70P RNA5SP45 RN7SKP92 LINC00967 LINC00293 VPS13B-DT MEX3A LINC02324 OR8B5P SLC5A4P1 ELOBP2 EID1 EIF4A2P5 SNHG1 SMIM3 NTAN1P3 NANOGNBP2 LINC01965 LINC02282 GATC LNCOG OVCH1-AS1 MAP1LC3B2 LINC02303 POC1B-GALNT4 ACTG1P17 LINC02254 STAM-AS1 AC093249.6 AC025682.1 AC022211.2 RN7SL381P MIR4511 RN7SL630P RN7SL73P TXNIP AC016888.1 MIR4259 MIR2117HG RPL9P29 AC099811.3 AC104109.2 AC005162.2 SNORD25 SNORD27 ORAI1 OR8G7P SNORD26 PSMB3 MIR8070 LINC00552 FOXF1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXF1_TARGET_GENES PDE8A KIF6 RPL4 ASB7 RNA5SP400 PRR13P2 MIR3914-2 FOXF2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXF2_TARGET_GENES SLC35C2 HPCAL1 MYLK3 LINC02054 NMBR-AS1 FOXC1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXC1_TARGET_GENES PSMA4 IL4R LRP1 B4GALT3 ITGB2 LTBP3 SPATA5L1 TNFSF15 CENPP SNHG12 NOL8 VPS52 RHBDF1 SMG6 EFTUD2 NCOA7 MIIP TTR NUP214 FOXP2 IVD ASH2L RPTOR ECE2 STEAP2 ANKS3 DCP2 TMTC2 ABCA13 OGFOD3 CLDN7 CPLANE1 RNU6-1327P ENSAP1 LINC01671 LINC01132 RPS18 RN7SL187P NR2F2-AS1 TMEM202-AS1 MIR4277 AP002409.1 MIOS-DT MIR6729 MARCKS LINC02666 CHAF1A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CHAF1A_TARGET_GENES GCLC SYT7 ALDH18A1 IARS2 ATP11A MNT SCAMP1 EPS15 NSFL1C DICER1 INTS10 PPP6R1 TJP3 PLEKHA8 ZMIZ1 SMARCD2 MED23 LNPEP KANSL3 FAAH ARID1A KMT2A SLC8A2 ITGB1BP1 CPSF3 KDSR CBX3 HNRNPA2B1 WWP1 XPO7 DAGLA EPC2 VPS36 COX17 USP3 OSBPL1A PADI1 WDTC1 SSBP2 UBC CENPU CDYL INO80C ENPP3 AIFM1 HTR5A SQSTM1 MGAT4B MEMO1 GMPS CITED2 FOXK1 TRAPPC9 ACOX2 LRATD2 E2F6 INSR FUT10 GPR137 MIR7-3HG ZNF609 CAPS2 TMEM121B WWOX ZNF395 MAML3 SLC39A10 INKA2 SPRED2 ZNF521 MFAP3L ZMIZ1-AS1 SGMS1-AS1 LINC01664 DICER1-AS1 CDYL-AS1 FABP5P3 SCAMP1-AS1 MRPS31P4 SUZ12P1 NUDT3 BAD KMT2C TAF2 ADGRL1 PDE8A MKNK1 IGF1R MARVELD1 KCNJ4 PTEN ST20 SGMS1 RN7SKP249 MIR7-3 IRAIN MIR5188 CHAF1B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CHAF1B_TARGET_GENES CFLAR DHX33 TSPOAP1 AGK GTF2IRD1 CDKL3 BAIAP3 NADK RPS20 REV3L BTK NME1-NME2 ABHD5 PLAUR ERCC1 ANGEL1 NCDN SERPINB1 ZNF839 DEF6 VRK2 PEX3 NSMAF EDC4 STAU2 CUL7 GEMIN8 VPS13D HERPUD1 USE1 POLR3E SPHK2 RPL18 TM7SF3 FAM107B KDM4A KLF6 PRKCZ TTC7A FRMPD1 PABPC1 MAP4K4 WDR1 CPSF1 TFRC NCBP3 DPP8 VPS9D1 FSCN1 ACTB KLHL20 ARHGEF1 DGKD FAM76B JADE1 MAP2 MCCC1 ACER3 PPP2R5C ZCWPW1 KIF22 DDX1 KCNN2 AP4E1 KAT6A TXLNA AGBL5 WDFY1 EPS15 FTL SH3BP2 DDX18 NSFL1C TMEM230 FUS ARHGAP4 SLC9A1 YPEL3 ICAM1 PABPC4 PLEKHG2 NAT14 G2E3 MFSD11 HSP90AB1 SIRT1 RAB18 CIRBP HNRNPM CEP170B GADD45B MKNK2 TBC1D10A POLDIP3 SUN2 RHBDD3 RPL3 EIF3D NCF4 FAM118A POLR3H CEP128 NFKBIA TRPC4AP ABHD12 DIDO1 KIF3B NOP56 SMCHD1 TNFSF13B SUPT20H INTS6 MGRN1 POLR2C SLC7A6 TAF1C COTL1 NME4 ANTKMT SLC7A5 PIEZO1 BFAR DTWD1 BMF CA2 NDRG1 CHRAC1 NCALD GSDMD TNFRSF10A OAZ1 PPP6R1 AKAP8 RPS16 NUMBL SLC1A5 TJP3 NOP53 SIGLEC6 PDE4C KXD1 GARS1 USP42 RAPGEF1 TRDMT1 VSIR KAZALD1 MAP3K8 UBE2S NUFIP2 DRG2 SMARCD2 UTP6 DDX5 LRRC59 ALOX12 SMURF2 UBE2D3 NDUFC1 FRG1 KMT5B EIF4G2 PSMD9 CSRNP2 BCL7A RSRC2 LTA4H GAPDH TPI1 C2CD5 SMIM8 ASF1A PPARD FBXL4 MED23 RPS12 C6orf62 HBS1L QKI TFEB DUSP22 CNOT6 MSH3 ARRDC3 LNPEP SKP1 NR3C1 USP4 RPL24 NDUFS7 CCDC88A STAT1 CCT4 UXS1 ID2 ODC1 SRSF7 ARID3A NFE2L2 CEP104 SCAMP3 MRPS15 ACTL8 RBBP5 PRDX1 NSUN4 RCOR3 NSL1 ARID1A KMT2A SLC8A2 KLF7 UBE3D TNFAIP3 GTF3C3 UBE2B RAB14 TCTN3 WDR11 EPC1 FAM53C KDM3B EGR1 SORBS3 RNF170 ZNF706 TRIM25 CXCR4 CD244 RPL5 RWDD3 WWP1 TUBA1B SARDH AMD1 KCNJ2 NCOA3 ZNFX1 SNAI1 BCAS4 ZBP1 IL17C AARS2 H2BC11 CDKN1A SH3TC1 VASP TMX4 STK35 SNRPB2 NCLN ARMCX5 PCID2 UBA2 TMEM175 EMC1 F2RL3 KDM4B METTL25 ATF4 APOL2 RAC2 SPECC1 CCDC136 ARHGAP22 COPB1 CD68 CCNT1 HEATR5A MIS18BP1 SEC14L1 CBFA2T3 SAT1 RPL36 SLC27A1 MRPL34 MTRES1 JUND TAF4 LAMA5 CHMP2A METTL26 LATS1 TRAF7 DNAJB1 TIMM10B MYBBP1A H3-3B FLOT2 IGHMBP2 AP3B1 MYBPH CCDC59 SBF2 KATNBL1 SLC38A2 RPS15A UBAC2 SLC37A2 SYNCRIP AKIRIN2 RDH5 USP15 DHX9 RC3H1 ALDH1L2 VPS36 RNASEH2B MED4 PHF11 MARCHF7 BIN1 FPGS TRMO MYC LRRC1 FLOT1 IER3 MDC1 YAP1 KNL1 RPLP1 BCAR3 PPCDC PPA2 GSTCD INTS12 RGS3 PARVG PHLDA1 DUSP6 CUL4A GTF2A2 USP3 POLG PARN IRF8 RPS2 UTP4 PCTP TOB1 ARSG NPC1 ARHGDIA SLC16A3 CEP131 ELAC1 TNFRSF11A SLC39A3 SH3GL1 DPP9 CCDC97 TRPM2 TMEM50B RPL13A RERE KIAA0319L GPN2 MTF2 NUF2 RGS5 TOR1AIP1 ANXA9 KCNH1 DEGS1 PARP1 CALM2 AFF3 ANKMY1 COPS7B MARCHF6 SSBP2 ANKRD31 RNF44 ARMT1 MEPCE OGT ERLIN2 GOLGA7 MTDH LRP12 CIZ1 LRSAM1 INPP5E NOTCH1 FRA10AC1 CHEK1 OCSTAMP TM7SF2 VPS51 DCUN1D2 TMCO3 EEF1AKMT1 SAP18 ITPR1 NDUFC2 CENPU TMEM267 PARP8 GEMIN6 ARL14EP TGOLN2 CENPH ING1 PITPNC1 ENPP3 NCAM2 PIP4P2 GTF3C6 RMND1 DPY19L4 C8orf37 BACH1 RPL30 EEF1A1 RAB11FIP1 PDE6D EIF4A2 HTR5A VPS26C CFAP251 DUSP2 CDC25C ZNF276 RAPGEF6 RUNX1 ITGB2 ST6GALNAC6 NLRX1 ANO10 VPS28 SQSTM1 SRSF2 SYCE2 JMJD8 CCDC78 AMDHD2 NXF1 TMCO4 DNAJB4 IER5 SLC66A3 RNF149 GNPDA2 EOGT PROK2 TGFBR2 RETNLB STT3B SERPINI1 TIPARP ZNF513 ZC3H12A TMEM41A UVSSA DNAJB14 H2AZ1 HMGB2 ANKRD33B TIGD6 SERINC5 PI16 SPIDR TMEM184A YWHAZ RNF183 PIGO REEP3 MICU2 PKNOX2 BORCS5 BMS1 ABTB2 CEP57 DPCD FAM227B ZNF143 PRKCB NDST2 ANPEP C15orf48 MBD6 C15orf39 CDK12 MYO5B MIDN JSRP1 GATAD2A TUBA1C PSCA EEF2 RILP TRPV3 ZNF558 SLC3A2 CTNNB1 FADD LTBP3 RNF187 HOOK3 DDIT4 ZCCHC4 PXK KCTD6 ATXN2L PHYHIP TMEM223 TET2 CHTF8 STX18 MAT2A UPF3A DFFB FASN DUS1L KLF13 GABARAP UBB ARL6IP1 FOXN2 LILRP2 GSTA4 MBD3L1 TRIM8 JUNB NMUR1 RPS7 ANKRD20A4P TEFM ISG20 ZNF131 BSG GNB2 MCRIP2 AFF1 FUT10 CFL1 COMMD1 VANGL1 PPP1R3B TNFRSF10D NABP1 CCDC106 EIF1 PHC3 PIGG ZBTB4 NDUFA11 DDIT3 MED16 MCTP1 DRAP1 C11orf68 ZNF77 BAIAP2 VPS37D ACSF3 LRRC37A3 MIR7-3HG SEC24C CHD9 ZFAS1 GBA SRRM3 RPS27 DMAP1 IMPDH2 NDUFAF3 BOLA1 ZFAND2A BEND3 GAK SNX18 RRS1 CYC1 SAMD4B RAD23A ANKRD18A SMG1P3 SLC36A4 CAPS2 CUEDC1 SCRIB TRAPPC5 NPM1 POLR2A DDX60L IBA57 ZNF101 C5orf24 RPS17 RRP7BP ZNF721 EWSR1 AC138356.1 TBL3 TOB2 ACTG1 ADAP2 H2AC21 H1-5 MAML2 KNTC1 STING1 KRBA2 H1-10 DGAT1 H2BC13 NOTUM ZBTB37 MRPL40 BRWD1 DRG1 IKZF1 IRS2 ZNF529 PDE2A RNF220 SIRT7 PRR27 EXD3 TCEA1 H1-2 CCDC157 TMEM221 TUBB4B H2AX PTAR1 NOXA1 ADAT2 NDUFA4 LITAF JPT1 ZNF527 C15orf61 TDRD7 AKR1C3 TUBB SUPT5H ZNF107 GARS1-DT ZNF775 IPO4 ZNF846 TCF4 ZFP62 HSH2D H2AC13 SNHG17 MAML3 FLNA PCBP2 ZNF720 MRPL21 ZNF786 ZNF517 HNRNPAB SPTAN1 RPS26 CFD H4-16 GPAA1 PLCG2 RPL12 SNHG12 GRK6 SPRED2 MMP17 CALM1 TAFA2 FOXJ3 APRT RNU5E-1 RNU5F-1 RNU5A-1 RNU5B-1 RNU5D-1 RNU4-1 RNVU1-6 RNU5E-4P RNA5SP19 RNVU1-21 RNU5E-6P RNU4-2 COX20 IBA57-DT TATDN3 C1orf53 EEF1AKMT2 H2BC18 SNHG5 RING1 VARS1 C6orf47 ZNF805 LINC01556 FAM201A TMSB4X LOH12CR2 P2RX6P SNORA57 RNU6-1 SNORD60 RNVU1-18 RNU6-1257P RNU6-9 SNORD12C MT-TF SACM1L MT-RNR1 SLC48A1 IGLV6-57 CCDC183 SUPT4H1 C8orf82 REPIN1 RPL18P10 CSKMT POLR2J4 AC141586.1 TMEM242 RNU6ATAC PPP2R2A RNU2-63P IL10RB-DT EPB41L4A-AS1 PPM1F-AS1 HCG14 LINC00240 LINC01058 JPX LINC01623 AC092802.1 BAIAP2-DT BAZ2B ZNF451-AS1 WDR11-AS1 SNAP25-AS1 DHFR ZFAND2A-DT TOB1-AS1 LRRC37A15P LIMD1-AS1 ITPR1-DT DLEU2 AGBL5-AS1 LINC02642 SNHG7 AC016876.1 LINC01719 DDX11L10 LINC01137 H2BC15 JRK GAS5 ID2-AS1 ZSCAN31 B3GALT4 UBE2L5 CDK6-AS1 NALT1 LINC02863 RNU7-90P NME1 TLR9 LINC00886 RPL36A LINC02029 GUSBP2 RN7SL824P MRPS31P5 TIPARP-AS1 ETV5 RNF139-AS1 H2AZ1-DT FRG1-DT CEBPA SNHG6 RRS1-AS1 AC116535.1 ZNF84-DT UBE2D3-AS1 AC100861.1 STX18-AS1 WHAMMP2 LINC02218 PDCD6 AL139353.2 AF117829.1 MALAT1 RNU4-71P CA3-AS1 CERNA3 GASAL1 ALG1L13P SNHG9 BRWD1-AS2 SNHG1 PDE2A-AS1 LSM14A ODC1-DT RPL36A-HNRNPH2 SLC7A5P2 C17orf49 CEP95 NDUFC2-KCTD14 IQCH-AS1 LINC02846 SNHG19 AC124068.2 AC073878.1 SCRT1 DHX33-DT SNORD43 ABHD15-AS1 MIR5696 MIR3190 TSPOAP1-AS1 MIR4674 MIR3143 TXNIP CBX3P2 CEBPA-DT AC009005.1 MIR3188 AC132192.2 SNHG8 AL390955.2 ARMCX5-GPRASP2 BNIP3P11 IER3-AS1 NBPF26 CWC25 SNORA78 MIR4727 RNU11 SNORD25 RNVU1-26 SNORA24 SNORD26 H3C7 RNVU1-28 GGNBP2 MIR7155 C11orf98 MCM8-AS1 RN7SK MIR5087 GAS7 H6PD POLD1 TAF2 CYP2W1 TNRC6C TP73 CHRNA3 ZNF506 GSK3B BCORL1 MYNN PPEF1 PPP1R15A CRLS1 SF3A1 HIRA SH3BP1 TTLL12 ADNP RIPK2 LIG1 CDK6 SLC22A18 BAG2 PDCD10 DUSP1 ZMIZ2 OARD1 TNFSF9 MPDU1 DOHH ZNF337 ZNF426 LRP3 ARFIP2 MTUS2 WDR74 DOCK2 CARS2 CYP1B1 SPPL2A CPNE8 KCNN3 SLC20A1 DIS3L2 BIN3 PLCH2 ATP5F1A TMEM123 TAGLN2 LRRC14 PLXDC1 SHANK1 GTF2A1 POLL MFAP4 NYAP1 CCDC88B FAM178B ASMTL PTEN MYEOV HSPA6 CHD2 DALRD3 RNF186 ST20 PHLDA2 FHL3 H2BC21 TARS3 ZSWIM9 PMEL TRABD2A SEMA4D LRRC74B ANKRD19P POM121 S100A2 H2AC11 H4C3 H2BC12 MBP ZNF84 DENND4B RN7SKP249 MRPS18B PPP1R10 SNORD101 RNVU1-15 RNVU1-14 MIR7-3 ZNF888 MIR1302-3 C6orf226 EXOC3-AS1 RNU2-2P RPS4XP16 LINC02776 MIR194-2HG ANKRD18B TRAF3IP2-AS1 LINC00167 KCNH1-IT1 INTS6-AS1 SNORA13 SNORD54 AMACR RN7SL449P IL10RB NNT-AS1 KRT8P46 AK3P2 SNORD27 INAFM1 AC005730.2 SNORD3A RHEX ZNF236-DT MIR5708 MIR5695 KCNJ2-AS1 RNVU1-31 NUDT3 H2BC8 RNVU1-27 SNORA16A RNVU1-19 RNU12 MIR7845 H4C1 LINC01126 RLF_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RLF_TARGET_GENES AGK NFIX REV3L MBTPS2 CLK1 ZDHHC6 NR1H3 PEX3 NSMAF WDR37 HEBP2 SZRD1 GPBP1 TNPO3 BORCS8-MEF2B RFXANK CDK13 KIF2A LRP6 NFATC3 NDE1 WSCD2 ZNF638 VPS9D1 RUNX1T1 OSBPL6 SENP1 JMJD4 ZMPSTE24 FAM234B TESC ANAPC5 SLC8B1 KIF16B TFAP4 DNAJB11 GOLGA3 TGFB2 SYDE2 IZUMO4 SRP54 NFATC4 ARHGEF7 MRPS31 TRIP4 BRF2 MTMR9 TJP3 WDR83OS PDE4C TTC26 GARS1 RBM28 MEGF9 EXOSC3 MINPP1 UBTF DRG2 UNC119 TBC1D19 STIM2 KCTD10 GLI1 DDX55 CCNC NR3C1 KAT2B MRPL3 COMMD2 PSMD14 NDUFS7 DOCK7 SMG7 SLC35D1 RBBP5 NSL1 ARID1A NDUFB3 PIGZ ZBTB45 SUPT7L C10orf88 RCL1 CD274 PPP3CC DESI2 PIK3CA MTERF4 CYREN WDR83 KBTBD4 STX16 ZNF391 PSMF1 SNRPB TUBGCP3 PCID2 AHDC1 SGPP1 KIF1C GTPBP3 YIPF2 C1orf159 VPS13B IGHMBP2 DSTYK CMPK2 ACP2 WDR36 USP30 MRPL44 EIF4E2 TACO1 ECPAS MYC NDUFAF1 THUMPD2 FAM13A GSTCD INTS12 POC1B ABHD13 CUL4A TLE3 TLNRD1 GALNS IMPA2 CSNK1D SAMD1 SLC39A3 CCDC97 TMEM50B TIMM29 ITGB3BP NUF2 RGS5 TOR1AIP1 ZNF687 TP53BP2 SNAP47 MBOAT2 SPATA5 RMND5B GFOD1 SH3KBP1 HDAC8 REXO4 GTF3C5 ST8SIA6 FRA10AC1 TUT1 VPS51 PIH1D2 NKAPD1 UBE3B VTI1A PFKM SREK1IP1 CWC27 MRPL39 CCDC144B MPPE1 PIK3AP1 FAM126B PPARGC1B DYRK1A PSMG3 SLC37A3 AP3S2 MITD1 ZNF276 CCAR2 FAM207A IKZF3 PLCD3 PUS10 PEX13 TYW5 MAIP1 SLC4A1AP TMEM41A NSA2 GFM2 LMTK2 TMEM65 PDZD8 PCLAF SGSM1 MRPL58 CTNNB1 MPLKIP STX18 METTL15 LUZP1 DUS1L OTUD3 SLC30A1 NUDT6 ZNF561 NMUR1 RPS7 TVP23B MOB3A MTBP TEFM MRPL13 ZNF596 RNF213 LIG4 C12orf76 RESF1 FBXW8 ZNF408 ARHGAP1 EIF3F MRPL48 SUGCT VPS37D FOXL1 SCAND2P ZBTB34 H3P47 MKRN3 PSTK SMG1P3 ZNF792 LINC01547 SF3A3 ADAP2 PTP4A3 NOC4L INTS5 DDX51 MRPL30 MRPL40 PPP1CC TMEM222 ZFP69 PALM3 ADAT2 NEMP2 GARS1-DT INCA1 IPO4 MRTFA ADA METTL9 GMFB GTF2E2 MRPL21 KLHDC1 ZNF248 SLC29A3 MFAP3L RNA5SP324 TATDN3 EFCAB7 LILRB3 SELENOH ZNF580 NDUFS3 MARCKSL1P2 TIGD1 RPL23AP53 JPX LINC02798 MRPL45P2 AC076966.2 TPI1P2 PSMG3-AS1 TRAF3IP2-AS1 TGFB2-AS1 SMG7-AS1 DDX11L10 AC108047.1 LINC01409 RNU7-27P STIM2-AS1 ISY1 SUCLG2-AS1 BMS1P4-AGAP5 BMS1P4 LINC01184 SEPTIN7P14 STX18-AS1 CDK11B USP46-DT GLUD1P3 VPS13B-DT EGLN1P1 BORCS8 STX16-NPEPL1 SRP54-AS1 POC1B-GALNT4 AL050341.2 AC073878.1 ISY1-RAB43 ZNF561-AS1 AL031055.1 DCP1A GTF2IP12 RANBP9 SLC12A2 ANO8 PPEF1 HIRA GLCCI1 PDLIM1 CCDC6 VAT1 USP46 HIPK3 CHKA IL1R1 TRIP10 PSMA1 FCHO1 CAMSAP1 TBC1D5 MYH10 RSAD2 VILL DENND4C CPEB2 GGH CELSR2 MRPS5 RASA1 STEAP1 MIDN ATG4B ZNF581 SUCLG2 UBE2O SEMA4B RNVU1-15 MIR193B LINC01748 ATXN1-AS1 LINC02202 CPEB2-DT TESC-AS1 AC072061.1 AP001033.1 GATA6-AS1 ERCC8_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ERCC8_TARGET_GENES PITPNM3 KMT2A ZMYM3 PAXBP1 ATF3 GPR85 BRWD3 GOLM2 ANAPC7 C21orf62-AS1 KRTAP9-6 MED15P9 LINC00114 HAR1A NR2F1-AS1 CRYBB2 SRSF9_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SRSF9_TARGET_GENES M6PR VPS50 SLC25A13 ACSM3 KDM7A ETV1 SPAG9 UBE3C BRCA1 YAF2 ZMYND11 RUFY3 MNAT1 DERA CD44 PRKCH MYOM2 MTREX ATP6V1H DTNBP1 SNX29 RSF1 VPS13D LTBP1 NOP58 POLR3E EIF4B TM7SF3 TAF11 EVI5 SRBD1 ADGRF5 LIMS2 CLASP1 ZNF638 DYNC1I2 FAP ITCH CLUL1 SESN1 AP4E1 UBA5 CCNT2 TNPO1 PDS5B CYLD ABCB1 MTIF2 LPCAT2 TXNDC16 PTHLH NSFL1C SNX5 RBBP9 KDM2B GCN1 CHGB GLG1 SCFD1 HECTD1 RPGRIP1 TOX4 GEMIN2 MFSD11 MSH2 WAC EFHC1 PALMD SPECC1L RSPH14 CACNA1I ABHD4 DICER1 PSMB5 ARHGAP5 SRP54 TRPC4AP UQCC1 NDUFAF5 CSNK2A1 CEP76 RIOK3 UGGT2 SUPT20H FA2H WDR59 CRYM SYT17 CCP110 TRPS1 AMBP EXOSC3 TRIM37 TUBD1 CNTNAP1 ABCC3 MAP2K6 RAPGEF2 CHORDC1 NUP98 FAM184A MTRF1L STK38 FBXO9 CAP2 PTP4A1 ADGRG6 PHACTR2 CCND3 FAM120B PRPF4B AGXT2 RAD50 LIFR NPHP3 SLC25A36 PDCD10 NKTR TTL PIKFYVE ITGB6 ITGA4 PSMD14 ASB3 DNAH6 UNC50 USP34 KDM3A IL1RL1 IL18R1 GORASP2 PRKD3 RMDN2 TIA1 NFE2L2 PRRX1 DOCK7 KMO DARS2 OSBPL9 IRAG2 SGIP1 WDR35 KLF9 ACAT2 ZRANB3 ZC3H7A NXPH1 WWP1 NLN CSE1L STAU1 MCEE SLC17A1 KLHL31 COL21A1 DEK ZNF133 PCSK2 NUP214 RAP1B NDUFA5 GAD1 VPS13C NGDN BCL2L2 PARP2 HEATR5A EGLN3 ERMARD STK33 FIBCD1 HIP1R LRP3 NOL11 POLN SYNE1 LATS1 RBM39 ANKHD1 CHD1L ANKRD17 UNK PRMT7 MKRN1 MED6 ROCK2 FST CLOCK CSN2 HNRNPA1 MDM2 DYNC1LI2 TTLL4 USP37 CYP27A1 TSGA10 EPC2 SCN2A SAP130 CDK5RAP2 OR1L4 TMEM14B TINAG BPHL TAF8 TTC29 UACA IFI44L SELENOI SLC5A6 ATRAID LRPPRC DTNB SSB USP8 ARHGAP24 PDE5A KLRG1 BRCA2 TMBIM6 ABHD13 TTC6 NOVA1 PARN ZFHX3 ZSCAN32 UTP4 CLTC BCAS3 ARHGDIA SLC16A3 NARF CACNA1A KIAA0319L CEP170 CDC42BPA WDPCP ETAA1 ZC3H8 SCN1A SPAG16 DYNC1LI1 MANF USP53 ATG12 DDX46 WTAP IDNK RPP30 TAF5 GLYAT ARID5B CDH8 GPM6A FAM177A1 DRD3 FBXO4 TIAL1 TMEM123 UTRN CNTNAP4 CARHSP1 RBMS1 SLC25A27 ROBO3 CEP112 CHODL JAM2 AZIN1 C16orf87 OXA1L SLC7A7 FLACC1 TMEM237 CXCL13 UQCRB ATAD2 FCHO2 SLC38A10 PAXBP1 SHC1 NEXN PPP1R21 PACRGL SGO2 NEPRO CCNL1 SMIM14 WDR43 ZC3H12A MAP9 SLC25A46 SLU7 GPER1 FMC1 VIRMA FAT3 HECTD2 SKA3 OR4K2 WEE1 CCDC68 TK2 YWHAB POP5 TMC4 ANGPTL4 GSDMA DTYMK LRP1B CHTF8 PTPN9 HNRNPA3 EMB KBTBD2 KCNMB3 TRAPPC12 PAIP1 DMXL1 CKS1B AHSA2P RNASE11 CEP83 PSMD1 ZBTB4 RALGAPA1 DENND4A FGFBP3 PAAF1 A2M FOXG1 LRRTM4 CNTD1 SUMO4 AP3S1 CSRNP3 ERICH3 OR2AP1 PCBP1-AS1 AKAP5 SEPTIN1 SMG1P3 POLR2A ERCC6L2 RAD51B OR4F15 EWSR1 DIABLO OR4F6 CCR10 PDE4B SLC22A10 PRKG1 POLR1D ESPN BAGE2 C6orf132 CFAP54 FBF1 LRRK2 ADAT2 NIF3L1 ZNF846 LRP10 HIBCH ASPH ITSN2 PLN LRBA BAZ1A MT-ND6 MT-CO2 DLL1 MT-CYB MTCO3P12 MT-ND5 MT-ND3 L3MBTL3 MIR340 RNA5SP145 RNA5SP98 RNY1P10 RNA5SP483 RNU6-374P SNORD117 BVES-AS1 MBD5 RANBP17 ATXN2 CRYZL1 KRTAP19-8 SNORA57 RNU1-109P RNU6-636P MT-TF MT-TD MT-TR MT-TE MT-RNR1 TRAV25 TRAV38-2DV8 IGHV3-38 RNU1-101P RNU1-139P LINC01089 MT-ND4L RPL22P1 CLIC1 ATP6V1G2 AC019080.1 CSKMT HOMEZ RNF212B THAP12P5 SNORA2C RN7SKP117 SNORD12B RNU6-651P KIF28P CRYGGP LINC02612 DPRXP1 HSD52 RPL23AP36 AC092637.1 FCF1P6 IGLV3-4 MTND4P25 HCG15 LINC00310 MED28P3 MIR646HG PTMAP1 C2orf92 AL023755.1 HCG22 KRT223P RPL41 FABP5P4 ST3GAL3-AS1 AIDAP1 SPTLC1P1 RPS8P6 SMC3P1 RPS17P7 MTND3P10 RPS2P48 LINC01137 MAP3K5-AS1 NPIPB2 GAS5 MARK2P15 B3GALT1-AS1 LINC00607 ITCH-AS1 TTN-AS1 FRY-AS1 C2orf74 RNU1-131P RNU7-196P RNF103 PPIL3 RN7SL283P RPL23AP70 LINC02032 DBIL5P2 TUBAP13 RN7SL269P MTND4LP14 PPIEL N4BP2L2 NEAT1 SEPTIN7P14 LINC02458 NPM1P41 MTND6P4 ATP5MGP3 LINC01088 LINC02488 MAPRE1P2 KHDRBS2-OT1 MALAT1 SETP12 MIR449C RNU2-45P RNA5SP49 RN7SKP83 RNU6-1153P RNU6-445P RN7SKP64 COX6CP8 MAILR ATP6V1G2-DDX39B MIR100HG NOX5 HSPD1P13 LINC02588 SLC7A5P2 SYF2P1 LINC00641 LINC01146 LINC00929 USP3-AS1 CENPN-AS1 AL133383.1 GTF2I MIR3938 MIR4295 MIR4307 SNORA59B RN7SL510P MIR4424 MIRLET7A1HG FAM133EP ACTG1P22 SNORD11B AC016747.2 AC008972.2 MIR6812 FAM230J SYNRG C11orf98 H4C2 LINC00836 CPS1-IT1 MIR1291 AC068587.4 CFLAR NDUFAF7 ST7 GCFC2 WDR54 FARP2 MLXIPL STARD3NL DCN CYP3A43 BTN3A1 TFB1M ADSS2 ZFYVE16 C6 CNTLN YTHDC2 R3HDM1 HERPUD1 SPO11 TRAF3IP2 MTA3 BCAS1 PKN2 ANKRD44 MTFR1 HEATR6 PRR11 IFT80 RAD18 LMAN1 TUBE1 ACACB MAP2 MLLT10 FDFT1 EPB41L2 RFX3 CNOT4 TUT7 APOH G2E3 HNRNPC PHGDH CLSPN ZNF184 CRKL ACIN1 DHRS2 NFATC4 PROCR TRIB3 EPPIN FGF14 CAB39L GSPT1 INTS9 UBE2W TUSC3 TNPO2 FKTN TASOR2 SGCA LRRC59 LUC7L3 CCDC34 SC5D PITPNM1 PPFIBP1 VPS29 MAN1A1 KCTD20 SOD2 ACOT13 DUSP22 CCNG1 XRN1 SLC35F5 STAM2 PCGF1 POLE4 CCDC88A FN1 EHBP1 TXNDC9 SF3B1 STRN DCAF17 DLX2 PARD3B GNPAT CUTC TRIM25 TEX14 FAM117A ITPR2 CENPK STIL MORF4L2 METTL8 TTC21B BAZ2B NCOA3 MTRR STAMBP SIRT5 OPRL1 BFSP1 DSTN CANX ACKR4 FOXA1 ITFG1 SLC27A1 GATA5 EXOC4 FMO5 CARD6 GPS2 SPART PDZD2 ATP13A3 LPIN1 GNL2 DSG1 UBQLN1 REPS1 KCNK1 NPL NIBAN1 REV1 CIDEB MARCHF7 NUSAP1 PREB IDH1 CCNG2 RBM26 FRMD6 USP3 FTO ARSG PLK4 SETDB1 HNRNPLL EML4 ZNF385B CCDC150 UNC80 GOLGA4 PLA1A CENPC ARHGAP26 ARMT1 PLPBP GAS2 CHEK1 KLRF1 MIA2 MIPOL1 NBAS PDE3B PTPRK PLA2R1 SCN3A ABCA9 ABCA5 TMPRSS15 GRIP1 NSMCE2 BABAM2 ALG8 M1AP MPZL3 PLPP3 LHX8 AGL CLASP2 ICA1L RYK SPDYA KIF15 ASB5 RHOBTB3 RICTOR IQUB SLC25A32 FBXO33 WRN GTF2A1 MICU2 AKR1E2 KBTBD6 ZFYVE1 TC2N BRD7 BLCAP SRP68 CTNNB1 SETD5 ZCCHC4 GNG4 ADAM18 XPO6 NSMCE1 MINAR1 OR4K15 TAPT1 UBE2E3 USP32 BPTF ANO5 GPHN PRL TP53RK OR5AP2 ZNF680 NAA20 ANGEL2 ATR BAK1P1 OR4K5 CLEC14A USF3 MAGEF1 NDUFV2 C12orf42 HMGN2P46 GPC5 PNPLA1 METTL23 CREB3L2 TSHZ2 PAPPA DUSP5P1 CDCA2 MROH2A TRDN GPATCH8 RNF220 SESTD1 EYS ZC3H6 FSIP2 ERI2 ZNF512B OR2T4 OR7E13P DDX42 HELZ CTNND1 MDM4 TTC37 CNOT7 MT-ND4 MIRLET7F1 RNU6-812P RNU4-84P RNU6-1277P RNU4-75P RNU6-827P MIR29B2CHG NFKBIL1 CLLU1-AS1 SLC10A5P1 EGFEM1P RNU6-784P RNU6-541P MT-TA MT-TN MT-TC MT-TY MT-TL2 MT-TT TRAV3 TRAV10 TRAV8-4 TRAV22 SNORD12 RNU6-663P SNORD77B VPS26CP1 TXNL4AP1 CENPBD1P1 SEPHS1P6 ZNF90 LYRM4 CTAGE14P MIR99AHG KRT8P43 TDRD15 OR2E1P NBPF1 RPL31P28 H3C9P MIR1302-3 MIR548E PPP3R1 KRTAP1-3 RNA5SP177 VPS52 MTCO1P17 NF1P6 ZMIZ1-AS1 ZNF736P6Y LINC00972 RFPL1S OR7H1P IMPDH1P7 PAPPA-AS2 TEX41 HSBP1L1 PGBP SLAMF6P1 SNAP25-AS1 BRK1P2 SEC63P1 TMPRSS11GP DPY19L4P1 RPS3AP7 AL669831.3 ANKRD66 RPS3AP11 SF3A3P1 RPL31P30 LNCAROD AC067945.2 MTND2P23 CYP1B1-AS1 LINC01719 CAVIN2-AS1 AC005083.1 MTND4P26 PCDH9-AS1 OR7E62P MLIP-AS1 THRA1/BTR NEXN-AS1 TMEM212-IT1 LDHAP3 SCN1A-AS1 LINC02814 ASH2LP2 LINC00211 MIR1972-1 RNU7-133P STPG4 RN7SL638P RN7SL700P GPRC5D-AS1 OCIAD1-AS1 BIN2P2 MTND5P11 LINC02265 KRT19P6 MTND5P12 RNU6-75P RNA5SP92 RNA5SP73 RNU6-1136P SNORA70 LINC01932 IGHVII-74-1 UBE2NP1 HMGN2P6 LINC02354 ILF2P2 AL160314.2 RPL21P5 BCL2L2-PABPN1 OR11H7 TRAV32 AC009021.1 GARS1P1 MIR3156-1 MIR4804 AC132938.3 FAM32DP RN7SL577P AC007448.4 ATG12P1 RN7SL162P CALR3 FMC1-LUC7L2 SMIM15P2 DBF4P3 DBF4P2 DAP-DT KRTAP7-1 MIR4734 MIR4477A LINC00540 SNORD22 CCDC28A-AS1 MIR3974 NR5A1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NR5A1_TARGET_GENES CYB5R4 PKM TFRC PALM BARHL1 CHIT1 SEMA7A GLRA1 HTR5A TSC1 GFI1B ZNF747 MIR7-3HG WASH6P SNAP25-AS1 AC002310.1 LINC02684 MIR548AW MIR6881 SKP2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SKP2_TARGET_GENES CRY1 ITIH1 ZNF446 SLC7A8 UTP6 XG AHNAK MKLN1 ZNF331 DPF2 SLC14A1 TMEM108 GLRA1 KASH5 NUDT5 TMCO5A ATXN2L TM4SF1 ZNF540 CLK2 PCBP1-AS1 GPBAR1 ZNF571 RNF222 BLM ZNF655 FAM3D GABBR1 SCRT2 OACYLP TM4SF1-AS1 MIR200CHG LINC02846 LINC00922 NOP53-AS1 STXBP2 SPAG7 BCL7C RSPO4 SCAP PHF19 TTLL8 B4GALNT3 PIANP UBAP2L C1orf43 CTF1 C10orf90 TMEM79 ENPP6 TCP10L2 TTYH1 ZNF146 YIF1B CPLX1 COPS9 C3orf70 PALM3 ZNF565 MIR342 RN7SKP291 SNORD118 COL5A1-AS1 MIR141 MIR200C SLC26A6 LINC01238 RN7SL443P LINC01613 ATM_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ATM_TARGET_GENES ALAS1 HGD POR PER2 UBC ATP5MC1 COL6A3 FOXK1 TRIB1 CNOT10 HOMEZ SEPTIN7P14 TXNIP CWC25 MIR4727 GTF2IP12 ZNF211_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF211_TARGET_GENES MSH2 RN7SKP200 RNU6-406P ATP6V1E1P3 RPL9P29 E2F5 CNN2P9 ILK_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ILK_TARGET_GENES NDUFAB1 TULP2 PPP4R1L SEC14L1 WDR74 STRIP1 ZFYVE1 ATF7IP2 KCNAB1 C12orf76 SEC24C SAMD9L OPLAH LSM10 TRMT12 RNU2-2P LINC01719 SNHG20 ZSCAN31 LINC01732 AC083973.1 LINC02842 LINC02252 MIR4766 CARD8-AS1 TCOF1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TCOF1_TARGET_GENES RAD52 SEZ6L CIAO3 GSPT1 RAPGEF1 CDCA3 C1orf159 CCDC90B PRCC HDGF BOD1 NOC4L DDX51 SNORA72 SNAPC2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SNAPC2_TARGET_GENES ERCC1 CLASP1 POLDIP3 MAF1 RNU5E-1 RNU6-8 RNU5E-6P RNU4-2 RNU1-1 RNU1-2 RNU6ATAC RNU4ATAC RNU12 SQSTM1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SQSTM1_TARGET_GENES FSCN1 PDPR DHRS2 HCFC1R1 PYCARD SNX16 EEF1D RAPGEF1 DHX58 KAT2A DCAF4 THOC6 TERF2 ORC3 VEZF1 TLN1 CBX8 C7orf26 EEF1A1 SLC35B2 RADIL LRWD1 CDT1 GNG4 MPLKIP RFWD3 LRATD2 SLC2A14 SUGCT HSF5 BOLA1 H2AC20 H2BC21 GRK1 MST1P2 EHMT2 STK38L GRID2IP CROCCP2 MIR1302-3 BMS1P17 ABHD17AP4 DDX11L10 ZNF853 DDX11L5 LINC02211 MCPH1-AS1 LINC02228 HSPB9 MIR4273 RNA5SP528 IRF5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/IRF5_TARGET_GENES RAD52 MAD1L1 RBM6 VPS50 HCCS RPAP3 CIAPIN1 MYCBP2 AP2B1 IFRD1 PAF1 CDKL3 SPAG9 SEC62 FAM76A SPRTN DPF1 PGM3 RWDD2A MATR3 RALBP1 ZNF582 AKAP11 SEC63 SNX1 SLC39A9 ARHGAP31 ATP6V0A1 CUL3 ZZZ3 NSUN2 AGA SPDL1 OFD1 NOP16 MRTO4 RC3H2 NDC1 GPBP1 CS VMP1 MED29 INTS13 SLC12A2 PMS1 ASB1 PDE4A NFYC GOLGA5 LRRC40 MYO9A PKM DNTTIP2 IDH3G COASY ERLEC1 ASNS GSDMB TIPIN SART3 EXOSC5 ZCWPW1 ITM2A VDAC3 REXO1 RABL2B SRCAP WDR70 BZW1 EPB41L3 GSK3B ITGAE SMAP2 HADHA AK6 SEH1L DDHD2 HUWE1 SRRT UIMC1 NOP14 ERGIC2 PTPN4 COQ9 SNX5 MAPKAPK5 ANAPC5 DZANK1 EFNB1 ALKBH5 OSGEP RPGRIP1 PSMD5 IKZF5 EFHC1 CDC5L HNRNPH3 IFT74 TMED1 CIRBP PRKY MTAP POLR2E RASSF7 PES1 POLDIP3 MCM5 ARSA ST13 PHF5A ACO2 DDHD1 VTI1B AHSA1 LGMN DHRS7 ERH EIF5 YY1 APEX1 CHD8 TM9SF1 PYGB ADNP LPIN2 CEP76 TBL1X MTMR8 PIN4 NDFIP2 MGRN1 CENPT ZNF821 COG4 ESRP2 RPGRIP1L HERC1 TTC23 HOMER2 MYEF2 INTS9 TBC1D17 CACTIN TGFB1 RPS19 CD33 GRWD1 SUGP1 PDAP1 BUD31 TMEM248 TMEM245 SEC61B EDRF1 LGI1 GOSR2 RNF167 SLC25A11 EFTUD2 PHF12 UBE2D3 GRPEL1 NCAPG SC5D HSPA8 LPXN ATG2A PDHX ACCS PTGES3 RSRC2 PRR4 AKAP3 RFC5 CAND1 SUDS3 FGFR1OP2 DSE RWDD1 PAK1IP1 FAM184A MAPK14 IL17F CCNC RPS12 SLC39A7 TMEM30A KIF20A HSPA9 APBB3 RAD50 IL5 SKP1 NR3C1 ZNF346 IQCG STAM2 ITGA4 PECR CCT4 DARS1 SRSF7 COX7A2L PNO1 ATF2 FARSB ERRFI1 WDR77 ATP5PB SMG7 SRSF11 EXOC8 TSNAX C1orf109 SSX2IP RBBP5 CDC20 IPO13 PRDX1 FASTKD2 IRAG2 FILIP1 ANKRD13C FBXL5 RXYLT1 DYNC2I2 ALG2 IFI27L2 IDE SMNDC1 MRPS14 GORAB CCDC77 PROSER1 UFM1 HSPH1 ETF1 FAM53C SIL1 RDH10 AKAP1 SLC35B1 CAT PIK3CA RPL21 KIAA1191 SEPTIN7 CIT AMD1 PFKFB2 NCOA3 TOX2 ARFGEF2 ZNF576 RPS10 SSR1 UPF3B GRK4 MRPS7 GGA3 NUP85 DDX31 SRMS FNDC11 MED1 NRSN2 MGME1 NCLN CHURC1-FNTB UROD HECTD3 STAT5A MAP2K2 CANX EMC1 TICAM1 METTL16 STYXL1 LSM8 ORMDL1 PSMG2 ELL3 AJUBA SEC14L1 ASH2L DOHH MAU2 STK33 NDUFA10 CALY METTL26 EIF2S3 ZNF317 NOL11 RBM39 COX7B THAP1 ACTR10 BRME1 LRRC41 ZRANB2 PCBD2 POLR3F RFC3 FAM104A ZNF414 ZFC3H1 DPH6 ARF3 CDC73 RPS15A RELCH CDCA8 NAA35 MDFIC MAP3K7 CAPRIN1 LTV1 WNT10A TSGA10 CKAP2 TTYH3 IREB2 MARCHF7 STAM ABI1 SMC2 SPAG8 DENND4C RPS6 KLC4 CMTR1 YIPF3 C6orf52 SYTL2 CREBZF LRRC32 RABGGTB GIPC2 HADHB DBR1 RPS24 AOX1 SMARCAL1 SSB MDH1B PPCDC GSTCD INTS12 SLC15A4 DENR RBM26 ETFA TSPAN3 NCOA2 FTO MBTPS1 GAS8 C17orf80 BCAS3 PTRH2 SS18 NPC1 EIF4A3 ANAPC11 CCDC97 TMEM91 RPS11 KIF2C STRIP1 MPC2 DCAF6 TMCO1 ZNF687 PI4KB ANP32E MRPL9 OAZ3 GATAD2B NVL PARP1 ATP6V1C2 RPS27A MRPS5 RABL2A LIPT1 SPAG16 GMPPA SHQ1 DCAF1 PLAC8 TBCK SRD5A1 RASA1 FARS2 MMS22L ARHGAP18 SHPRH MDH2 MEPCE TMEM209 AGBL3 NCAPG2 LUC7L2 HMBOX1 RPL7 UHRF2 MED22 REXO4 RPL7A PTGES2 LRSAM1 FRA10AC1 VAX1 MTG1 BTBD10 LIN7C APIP OR5F1 VPS51 MIA2 SPATA4 FSIP1 CCT5 ATPSCKMT DHX37 TMEM18 VIPAS39 UPF2 KIN HOMER1 RAD17 MED21 SRP19 BANK1 SMARCA5 AHCTF1 ASAP1 HS2ST1 WNT3A SLFN13 XPC EPHB1 VOPP1 NUP205 ZKSCAN2 TMEM237 SAXO1 RRAGA CFAP70 ADK SUPV3L1 EIF4A2 MX1 TAB3 BABAM2 GDPD5 ALAS2 PAXBP1 ZNF233 AGPAT3 SPATC1L TAOK1 JOSD2 MED11 RPL26 NOL9 FUBP1 DNAJB4 C1orf74 RBM15 AXDND1 CLHC1 BIRC8 DCAF16 HELQ MRPS18C TMEM183A TMEM169 TMEM79 RNF25 STK36 CIP2A STT3B SUCLG1 SNHG16 GTPBP8 ERICH6 SLMAP RPN1 SLBP AIMP1 MFSD8 ABHD18 FBXO8 CEP44 ICE1 OTUD4 WDR41 SLU7 INTS8 SNAPC3 NUDT2 SKA3 LRR1 TTC8 ATP5F1C VDAC2 ABRAXAS2 NSMF ZNF219 SLC39A13 ARL5B TAF1D COX11 STXBP4 USP54 PPFIBP2 RPL27A SEC11C BLCAP GOLM2 CCDC103 ISLR2 CRK CDK12 ATP5MG IRGQ ZNF668 ZNF646 RAB4B CHAF1A HDGFL2 C19orf48 VPS37C SLC3A2 KIAA1586 RBPJ FNTA LDLRAD4 LRRC28 PLA2G4F CPLX1 UPF3A RGS14 LMAN2 PLEKHA2 PCBP1 RAMAC NANP GLB1 PRDM10 HSPA4 ATF7 RPS9 ZNF692 RBKS POLR1C ASXL1 RAB4B-EGLN2 RPS7 RAB33B NME6 MALT1 POP7 MCRIP2 BANP RAD9A DMXL1 MRPL57 COMMD1 MICOS10 THAP2 CEP83 TAS1R1 PSMD1 NWD2 STAG3L3 ZWILCH RPL4 MRPL11 NDUFA11 ATR PDIK1L DCTN2 EIF3F LINC00476 RMI2 AURKAIP1 SLC35E3 SLC35A4 PFN4 PXMP2 WDR73 POLE PPFIA3 HASPIN IMP3 PRSS36 WDR6 NSUN3 DHFR2 GADD45GIP1 DNHD1 PIPOX FOXS1 PCBP1-AS1 PUF60 RCC1 LINC01869 YOD1 SSR4 IST1 ERCC6L2 CYB5D1 KCNJ14 KPNA2 RPL35A C11orf54 NAA38 SELENOF GUSBP1 ALYREF RPL23AP82 COPB2 WDR27 PROS1 EIF4ENIF1 AP3M1 NELFA C6orf120 PURA LMNTD2 ANKFY1 RNPC3 PLK5 ZNF566 NKRF RPS23 ZFP91 LYRM7 ZNF397 HEXIM1 NANOS3 ZNF286A AC091057.1 TMPPE ZNF383 SELL SRSF10 CYP51A1-AS1 NHLRC3 NDUFA4 SF3B3 TSPYL1 SPAG16-DT ACADSB SUPT5H XPNPEP3 TSC22D2 TRAPPC2 ANAPC7 ZNF136 PSMD12 SIPA1L1 PIGN HHLA3 INKA2 FCHSD1 RPL12 ZNF335 MAK16 QRICH1 RPL23A HYLS1 C20orf203 DDX39B C6orf89 GPATCH3 RPL10A APCDD1L SCAMP5 MT-CO1 FOXJ3 ARHGAP11A DZIP3 SMG5 RNA5SP205 SNORD48 RXRB SNHG32 HSPA1B VARS1 BAG6 DCTN1 ADGRG1 LINC00661 ATP6AP1L C21orf62-AS1 SNORD45C SNORD101 MT-TQ MT-TW SELENOH TSN TAS2R14 KLHL23 RPS29 ZNF337-AS1 LYRM4 PLEKHM1P1 C19orf38 FAM187A RPL17-C18orf32 MIR933 FAM228B MIR548H1 CHROMR EDRF1-DT HCG14 TMCO1-AS1 PRKAR2A-AS1 AC095032.1 HMGB3P22 NRSN2-AS1 JPX TMEM30A-DT C3orf86 BAZ2B SRRM5 LINC00511 RBM26-AS1 SEPTIN7-DT AC076966.2 PATL2 XIST ZRANB2-AS2 LINC02028 HSBP1 CSMD2-AS1 GORAB-AS1 PRH1 NDFIP2-AS1 TIMM9P2 ZNF687-AS1 PTGES2-AS1 SMG7-AS1 GAS6-AS1 RPS28 DDX39B-AS1 MAPKAPK5-AS1 IFT74-AS1 AL031727.2 THRA1/BTR TMEM147-AS1 LINC00347 FAM200B RNF14P3 SNORD42B SNORD2 AC008040.1 ERICH6-AS1 ACAD11 RPL23AP7 NSUN6 LINC00877 LINC00635 SNHG3 WDR92 BDNF-AS ZNF585B LINC01184 UBE2D3-AS1 DPH6-DT BCKDHA POU5F1P7 AC046134.2 CLMAT3 AARS1P1 NEUROG2-AS1 USP17L16P AC107884.1 RNA5SP20 RNU7-49P RNA5SP101 ZFP91-CNTF AC005324.3 CNPY2 LSM6P2 CHURC1 AL356020.1 AL132639.2 USP3-AS1 RBM17P4 AC040169.1 AC009119.1 LDC1P STAM-AS1 FGFR3P5 GAN AC005670.1 AC007114.1 MIR4538 MIR4507 MIR4539 RPL17 NCOA4 RN7SL220P ZNF850 E2F3P1 AC020928.1 ATF7-NPFF AC092295.2 ZNF582-AS1 EDDM13 NDUFA7 TSNAX-DISC1 MICOS10-NBL1 TERC IMMP1LP1 RPS10-NUDT3 AL589740.1 SNORD58B AC010240.3 PPP4R3B-DT RAB33B-AS1 TAF9 PPP4R3B LINC02340 TUBGCP5 RNU12 MIR6835 CEP83-DT LINC01348 DYRK1A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DYRK1A_TARGET_GENES GCLC MAD1L1 LASP1 CIAPIN1 ITGA3 IFRD1 SYPL1 SEC62 CSDE1 FAM76A SPRTN SEMA3B MAP4K5 MATR3 MRE11 ZNF839 AKAP11 EHD2 SEC63 BCLAF1 SLC39A9 CUL3 ZZZ3 AGA SPDL1 OFD1 POLR2B TSPAN17 NOP16 TRAPPC3 RC3H2 GDI2 PPP1R12A POLR3E GPBP1 VMP1 INTS13 SLC12A2 ADAT1 SLC9A7 NFYC DNTTIP2 DHX8 PMS2P4 IDH3G COASY IFT80 SDK2 RAB27A SLC44A1 TCF3 TFRC CLASP1 TIPIN NUP37 BCAP29 VDAC3 CARMIL1 SRCAP AP4E1 BZW1 FAM135A ITGAE DIS3 PIBF1 OXCT1 MYNN DDHD2 PPEF1 HUWE1 ZW10 SRRT PSMC5 UIMC1 NOP14 ERGIC2 PTPN4 PDRG1 COQ9 SNX5 ZNF302 MLF2 PABPC4 PLEKHG2 SEC22C HDAC6 PSMD5 NANS IKZF5 EFHC1 CDC5L ITPR3 HNRNPH3 IFT74 CATSPERG POLR2E ANKRD54 POLDIP3 PHF5A ACO2 HDAC10 PRMT5 ERH SRSF5 EIF5 YY1 PNN ADNP DIDO1 GID8 C20orf27 CDC25B TLDC2 CST3 ATG4A NKAP EMD MGRN1 CENPT WDR59 NPRL3 TAF1C FBXO31 HMOX2 DNAJA3 HERC1 RAB11A TTC23 HOMER2 INTS9 IKBKB TUSC3 SNRNP70 CLPTM1 PIH1D1 TBC1D17 ASF1B RPS19 GRWD1 PRPF31 TFPT SUGP1 HOXA13 RPA3 STAG3L4 TMEM245 CCNJ EDRF1 TASOR2 XPNPEP1 TRIM37 RNF167 SLC25A11 CCDC47 FTSJ3 COL1A1 PHF12 CHIC2 UBE2D3 STIM2 NCAPG LPXN EHD1 CCND1 PRPF40B LTA4H MAGOHB PRR4 GPN3 RFC5 CAND1 ATN1 RIC8B FGFR1OP2 DSE NCOA7 MTRF1L MAPK14 CILK1 CCNC SLC39A7 PTK7 CCNG1 ARRDC3 NPR3 DPYSL3 ZNF346 SMC4 NKTR DGUOK MOB1A NCL DNAJC27 PSMD14 PPM1G RPS15 NDUFS7 EFHD1 TXNDC9 GORASP2 DARS1 ATF2 THADA C2orf42 TIA1 CACYBP TCEANC2 TMEM59 ICMT WDR77 ATP5PB SMG7 WARS2 EXOC8 CDC20 PRDX1 MTFR1L IFT46 FASTKD2 SPCS2 ANKRD13C FBXL5 SMNDC1 MRPS14 CCDC77 HSPH1 ETF1 SIL1 ZFP30 TARDBP AKAP1 KIAA1191 NAA60 SEPTIN7 HERPUD2 PRDX4 PFKFB2 BCAS4 SIRT5 BTN2A3P ABCC10 SSR1 C16orf70 UPF3B GRK4 MRPS7 GGA3 MED1 RPL23 PANK2 CENPB MKKS MGME1 CHURC1-FNTB MAP2K2 METTL16 STYXL1 ATF4 LSM8 CCNT1 PARP2 ASH2L MAU2 SSBP4 METTL26 ZNF317 LRP3 NOL11 RBM39 COX4I1 GSE1 CHMP1A SH3BGRL COX7B F12 TBC1D5 UBE2D2 WDR44 MCCC2 THAP1 SLC14A2 RFC3 ZNF414 ZFC3H1 EMC7 ARF3 TIMM17A RPS15A RELCH RBM17 RFK NAA35 CCNJL MAP3K7 TROAP LTV1 CEP350 TMEM127 WASHC4 IREB2 MARCHF7 ABI1 PRPF4 RNF38 RPS6 YIPF3 CREBZF GGH RSL24D1 BCAR3 GIPC2 DBR1 ASNSD1 MDH1B SENP7 GLCE PPCDC C1RL SLC15A4 SMARCC2 DENR RBM26 PTGR2 ETFA POLG MAP1LC3B MBTPS1 ZCCHC14 RPS2 GAS8 SGSM2 BCAS3 PTRH2 EIF4A3 DPP9 RPS11 ZNF697 STRIP1 MPC2 DCAF6 TMCO1 PPOX EFNA3 ILF2 CIAO1 DLX1 UBR3 SPAG16 GMPPA SHQ1 SLC25A26 CENPC RPS3A OSMR TRIM41 MMS22L SHPRH MDH2 TMEM209 AGBL3 NCAPG2 LUC7L2 ZMYM3 NSDHL ZNF185 CETN2 HMBOX1 UHRF2 MED22 RPL7A LRSAM1 NRBF2 BTBD10 LIN7C SLX4IP GRIK4 KIRREL3 JPH2 VPS51 FSIP1 CCT5 ATPSCKMT DHX37 ANK3 TMEM18 CDC123 TEX9 KIN SLC25A4 SPC25 TGOLN2 SPOCK1 PLOD2 SRP19 SMARCA5 AHCTF1 NMRAL1 MRPL39 XPC ZKSCAN2 SAXO1 RRAGA CFAP70 C8orf37 CCT8 PCDH1 NPTN EIF4A2 GATAD1 TAB3 H4C8 PAXBP1 ATP5MC1 NAE1 DFFA FTCD TAOK1 TLCD1 FDPS NAPEPLD PLXDC1 JOSD2 RPL26 NOL9 FUBP1 DNAJB4 AGL C1orf74 RBM15 BROX DCAF16 HELQ MRPS18C LINC01116 TMEM79 CIP2A SUCLG1 SNHG16 ERICH6 TTC14 POLR2H MFSD8 ABHD18 MAD2L1 RICTOR SLU7 GPR146 FMC1 NUDT2 SKA3 MICU2 KBTBD6 NUDT5 ATP5F1C COMTD1 FUNDC2 FBN1 COX11 STXBP4 CUL5 USP54 XRRA1 RPL27A PRTG GOLM2 FAM111A CLPX PHB CDK12 SPATA33 CHAF1A TSR1 CD320 MGAT5B SF1 SETD5 RBPJ PCMTD1 ATG4B HJV AHCYL1 DDX19A ANKRD49 USP39 LRRC28 UPF3A ASMTL RAMAC NANP USP47 HSPA4 ATF7 RPS9 TADA3 POLR1C ASXL1 RPS7 ZNF217 RAB33B POP7 MCRIP2 CLP1 BANP RAB37 DMXL1 COQ2 HSPA6 MRPL57 AHSA2P GOLGB1 CST9 MICOS10 THAP2 RNASE11 SMARCC1 MOB1B TAS1R1 HEG1 CNP RBM4B CYB561D1 ZWILCH RPL4 MFSD4A B4GAT1 NDUFA11 RAB1B PCCA DCTN2 MED16 BANF1 EIF1AD LINC00476 AURKAIP1 CDC26 PXMP2 WDR73 POLE HASPIN GRB2 IMP3 WDR6 TMEM11 NSUN3 DHFR2 SNX18 TMEM107 SPTY2D1 ALOXE3 PIPOX PUF60 RCC1 YOD1 SSR4 NPM1 ACBD4 C5orf24 ERCC6L2 CYB5D1 C1S PGBD4 KPNA2 EPHB3 NAA38 GPR19 SMDT1 PPP1R2 COPB2 THAP7 WDR27 F8 BRF1 C6orf120 PURA PARPBP SYN3 DRG1 ANKFY1 LAMP1 RNPC3 AIDA GSAP MRTFB NKRF SEPTIN10 ZFP91 LYRM7 TEAD1 DNER S100A3 ZNF559 SRSF10 TSPYL1 SPAG16-DT ACADSB SUPT5H PTPN1 TRAPPC2 TCF4 ZNF136 S100A2 ANKRD36B ZSCAN25 ZNF420 IPP SIPA1L1 PIGN HHLA3 ATAD3A INKA2 ZNF790 MYO1C RPL12 MAK16 GRK6 CD2AP SOWAHC HMGN5 QRICH1 DDX42 ASPH ATL1 C6orf89 GPATCH3 RPL10A SCAMP5 TYW1 SMC5 DZIP3 SMG5 SNORA21 VTRNA1-1 RNA5SP456 VTRNA1-2 RNY3 VTRNA1-3 ATP1A1-AS1 PFDN6 RXRB FKBPL MSH5 MRPS18B PPP1R10 AKT1S1 FAM216A SLC35B4 C1RL-AS1 C21orf62-AS1 THUMPD3-AS1 RNU1-8P RNU6-9 SACM1L TAS2R14 CHUK CLIC1 ZNF337-AS1 ANG AC009053.1 GOLGA8B RPL17-C18orf32 MIR933 ADAMTS7P4 UMAD1 H3C9P RNU6ATAC LMO7DN-IT1 EDRF1-DT HCG14 DNAJC27-AS1 TMCO1-AS1 AC095032.1 LINC00337 BAZ2B ENTPD1-AS1 WDR46 RBM26-AS1 AC064807.1 SEPTIN7-DT LINC02768 LINC02572 PANK2-AS1 LINC02800 THAP7-AS1 LIMD1-AS1 HSBP1 WARS2-AS1 TMEM44-AS1 PRH1 SMG7-AS1 RPS28 CTC-338M12.4 LINC02574 LINC01426 IFT74-AS1 AL031727.2 SMIM27 AC087294.1 CBR3-AS1 FAM200B SNORD2 AC008040.1 ERICH6-AS1 ARPC4 SNHG3 AP5Z1 ETV5 LINC02453 FAM111A-DT BDNF-AS LINC01184 UBE2D3-AS1 LINC01962 AC046134.2 ZNF286B ARPC4-TTLL3 ZNF345 LINC02236 ZFP91-CNTF MSH5-SAPCD1 SNHG9 MIR100HG AP001107.9 LSM14A AL132780.1 CNPY2 CHURC1 RNASE4 AC084757.3 AC040169.1 AC009119.1 AC124068.2 LINC02168 AC012184.3 CORO7 AC007114.1 RHEX RNU4ATAC MIR3912 MIR4470 MIR3678 RPL17 NCOA4 ZNF850 AC022098.1 AC020928.1 ATF7-NPFF LIN37 NDUFA7 SMC5-AS1 AP001462.1 FMC1-LUC7L2 ZNF559-ZNF177 MICOS10-NBL1 TERC AL355353.1 AC018647.2 AL589740.1 SNORD58B AC010240.3 LINC01749 PPP4R3B-DT RAB33B-AS1 SNORA78 PPP4R3B TUBGCP5 RNU12 PIGW RPPH1 PSMB3 MYO19 GGNBP2 AL354696.2 JAKMIP2-AS1 MIR4521 LAMB3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LAMB3_TARGET_GENES KBTBD4 LMNA MT-TP NDUFS3 MIR302E TUBB8P6 AL161636.1 OR5M4P LINC01596 NCOA4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NCOA4_TARGET_GENES SCYL3 C1orf112 STPG1 NIPAL3 LASP1 KDM1A SLC4A1 DVL2 SKAP2 TSPOAP1 KMT2E CDKL3 MARK4 RHBDF1 MYLIP RPS20 SPRTN ZNF207 BTBD7 ABHD5 WIZ ERCC1 KPNA6 PRKCH TBPL1 FAM13B ARID4A PNPLA6 PHLPP2 VPS13D H6PD RAD51 SIKE1 RRP12 ATP2B4 NDC1 SPHK2 RPL18 ABCA7 BTBD1 DGKA ANKRD44 ZC3H15 CDK13 PPP2R5A SMARCD1 ZBTB11 KLF6 HDAC4 PPP2R5B SLC44A1 PABPC1 CFAP20 EIF2B3 ING3 CLASP1 NCBP3 TTC38 FSCN1 ACTB MLH1 ACACB RAP1GAP ARHGEF1 PPP1R12B JADE1 ZCWPW1 RUNX1T1 RIF1 CNOT4 COL19A1 XPO1 PALB2 CYLD HADHA SEH1L RAD54L NFX1 SEPHS1 ERO1B FTL DNM1L AURKA RPLP0 RCOR1 SLC9A1 SPTLC1 MRPS33 PABPC4 PLEKHG2 OSBPL8 PPP2R3C MYL6 SORBS1 SRPK1 ACOT7 CDC7 MAST3 PSMD8 CIRBP ATP5F1D NDUFB7 GADD45B MADCAM1 MKNK2 KLHL22 SNAP29 CRKL LZTR1 TFIP11 DEPDC5 TOMM22 XBP1 JOSD1 POLDIP3 HMGXB4 RPL3 EIF3D PHF5A ACO2 ZBED4 PSMC6 PPP4R3A PRORP RABGGTA STK4 CSTF1 GMEB2 CDC25B CSNK2A1 POFUT1 SAMHD1 NOP56 WFDC2 POLA1 PLS3 CDADC1 HSF4 POLR2C PLA2G15 MON1B MTHFSD UBE2I UBFD1 EARS2 CPPED1 CDIPT LACTB FAH TMEM87A CSPP1 INTS9 CHRAC1 GSDMD DCTN6 FGL1 CLPTM1 TRMT1 ASF1B AKT2 SLC1A5 BBC3 DBP TNPO2 KLF1 CRTC1 KXD1 HPN GTPBP10 CBLL1 PTCD1 WASL EZH2 AHR CREB3 PIP5K1B HPS1 TNKS2 RPL28 PSMD3 DRG2 C17orf75 LUC7L3 DPH1 WSB1 SLC9A3R1 PHF12 UBE2D3 GAB1 SH3D19 MFSD10 ELP4 FNBP4 SIAE ATG2A ST3GAL4 ACCS AMBRA1 MADD PITPNM1 OGFOD2 CHPT1 C12orf57 C2CD5 RWDD1 MAN1A1 SRSF3 ASCC3 RPS12 DUSP22 EXOC2 COX7A2 NNT NR3C1 CSNK1A1 CNTN3 OGG1 KPNA1 PRKAR2A FOXP1 SLC35F5 RPS15 AUP1 STAT1 EHBP1 CHMP3 CNPPD1 ABCB6 ID2 SRSF7 SOS1 ARID3A CACYBP RPL22 S100PBP MEF2D PHTF1 ADPRS MRPS15 EXOC8 KDM5B CD46 APH1A SLC2A1 PRDX1 TMED5 VAMP4 RPS25 USP35 SGIP1 MYB FBXL5 DCLRE1B UBE2B ZBTB45 FCF1 BBOF1 AREL1 TTLL5 DLST RBM25 EGR1 NFYB COPS5 TRIM25 PEX16 ODF2L CCDC18 ZMIZ2 GLIPR2 MED13L ATG101 NFE2 IKZF4 EXOSC9 SRSF6 IRGC SNRPC XPO5 H2BC11 KLHDC3 NUP153 MIF4GD AP5S1 SNRPB2 PLAGL2 PCID2 IGFLR1 PDCD2L THRA SIX1 METTL25 AKAP9 PTPN12 PEX1 RBM48 ATF4 LSM8 FOXP2 KLHDC10 NDUFA5 INO80 PSMA1 HEATR5A NRL SEC14L1 TTI2 ATP8B3 SSBP4 PGPEP1 JUND CALY PAK4 POMT1 LRRC47 SHFL DNMT1 C12orf65 PPIL4 RBSN MGAT1 SNRPA1 RAF1 RRP8 TBC1D14 H3-3B VPS13B USPL1 SLC41A1 SRRM1 KMT5C AGAP3 ZNF767P ATP13A3 KRAS CCDC59 UNC79 COX16 CEPT1 AP4B1 RPS15A SPOCD1 YARS1 TUT4 ELP2 TIMM10 TAOK3 ATP5MC2 TROAP CCT7 TAF5L GLUL DNAJB2 COX5B TSGA10 SCYL2 DRAM1 CHST12 NUP42 BZW2 CIB2 MYCBPAP TEX2 TRA2B DPM2 TLN1 RPS6 UQCC2 HMGA1 NUMA1 SDCBP DCUN1D5 SLTM ZNF280D GCHFR RTCA HADHB CARF ASNSD1 SLC35A5 COPS4 KIAA1109 SCAF11 LLPH POC1B SMARCC2 RHOF CUL4A WARS1 DET1 SEC11A KIFC3 TMC6 SECTM1 MBD1 SAE1 ZNF787 PEX14 HDGF TOR1AIP1 MRPL9 SDE2 PYCR2 HNRNPLL LIPT1 POLR2D HES6 FANCD2 CTDSP1 ATG3 CCNA2 METTL14 FBXL17 DDX46 G3BP1 TRIM41 RPL7L1 SLC12A9 MEPCE RPL10 ERLIN2 LRP12 EIF3H STOM POLE3 LCN9 TAF5 IMMP1L LAMTOR1 KAT14 ROM1 EML3 SIDT2 DCUN1D2 TMCO3 VEGFC UBC BICD1 GEMIN6 ARL14EP ZNF837 TMEM87B ASAP1 ZDHHC7 CC2D1B TRIM11 SLFN13 MPPE1 LARP1 KDM8 FMN2 MCU DPY19L4 DRAM2 FUT6 BUB1B EIF4A2 SMG1 FZD1 ZNF19 CCNB2 SLC38A10 C9orf43 WDR19 LDLRAP1 H2BC5 CDC25C ZFAND2B PINK1 FBXW5 PAXBP1 UBE2Z SNF8 ATP6V0D1 GNE CALM3 UBE2J2 ZDHHC12 NLRX1 ANO10 NACC1 ZNF394 CPSF4 VPS28 RPL8 DVL3 PRPSAP1 RPL26 LBHD1 NXF1 USP24 PEF1 NFIA GFI1 IER5 BROX PUS10 PEX13 EFHB ALB CCNL1 U2SURP ZNF148 KLF15 TKT SLBP MELTF H2AZ1 HMGB2 EBF1 GJB7 CITED2 PI16 RPS14 SLC4A2 TP53INP1 FXN GTF2A1 INPPL1 PRPF18 TAF3 HIF1AN DEPDC4 ZNF319 ZNF202 ILK TAF10 IDH3A RPL27A TMEM41B TK2 ZNF606 YPEL4 DCTN5 MARS1 C15orf39 RBFOX3 MIDN TUBA1C PSCA EEF2 RILP WDR81 C19orf48 PRDX2 ZNF598 MLST8 SRRM2 SLC3A2 SF1 ZCCHC4 DNAJC7 HEXIM2 SNRNP48 CNNM3 HNRNPH1 PLEKHA2 HEXD UBB PYM1 IRF2BP1 TRIAP1 KIAA0232 RPS9 NDUFA3 DCDC1 C11orf24 ZNF672 JUNB ESCO2 CXXC5 ZNF274 METTL18 COL8A2 RPS7 THOP1 BSG CLP1 COPS9 ACOT12 BANP RAD9A CFL1 RELA HECTD4 GPR137 MAP3K11 RNF26 SWSAP1 C16orf91 ZDHHC24 ZBTB4 RPL15 RSRC1 CATSPERD KLC2 PHYHD1 ANKS4B RFESD UCP2 ZNF169 KCMF1 VPS37D MYO1D RUFY1 SLC38A9 ARIH2 SRRM3 ANXA2R ZNF518A BOLA1 SH2B1 DNAJC22 SNX18 TMEM151A PTPN11 PCBP1-AS1 PUF60 SLC25A42 POLR2A OGFOD3 MRPS23 SIAH2 PRKAG1 GINS3 ARL6IP4 ANXA2 ARHGEF37 CSMD1 KIAA2026 CCDC159 SF3A3 RBM12B NPW H2AC20 PLA2G6 HDDC3 H2BC21 H1-10 SUMO3 NDUFA6 RPL9P14 ARL15 PCGF3 LAMP1 AIDA CIDECP1 CCDC30 MIR22HG ARAP1 TNFRSF4 HEXIM1 GCNT1 USP7 TCEA1 SECISBP2 C17orf99 ZC3H6 CFAP77 NKAPL LONP1 TRAPPC4 SNHG17 H2AC11 PDLIM7 CASP4 GMFB PCBP2 PCNX3 H3C12 MIB2 MYO5A H4-16 NKIRAS1 ZNF251 TCAF1 CTNND1 LRBA CCDC69 FAN1 MTCO3P12 MT-ND4 SMC5 CIPC MT-ATP6 KIAA0753 RNU5A-1 SNORD104 RNA5SP218 SNORD118 RNU5E-6P COX20 EEF1AKMT2 LINC00963 VWA7 MRPL53 MROH6 UQCC3 AC098591.2 SRRM2-AS1 C21orf62-AS1 H1-10-AS1 SNORA57 MT-TF MT-TC MT-TY MT-TR MT-TP MT-RNR1 MIR320D1 LINC01089 MT-ND4L SIPA1 HEXA ADAT3 GANC MYCBP CDIPTOSP CSKMT TMEM167B CKLF MIR320C1 HDAC4-AS1 RN7SKP247 RNU6-603P VPS52 TUBB4BP5 PPM1F-AS1 PTPN2P2 RTCA-AS1 RPS2P1 LINC01703 C3orf86 RIOK3P1 AC021028.1 STK4-AS1 SCAMP4 ILRUNP1 SLC2A1-AS1 LINC01004 TNKS2-AS1 LINC02851 LINC01264 PPP5D1 DNAH8-AS1 RPS18 MHENCR LINC01431 PET117 MRPS31P2 LINC01719 RPSAP13 PPIAP34 JRK BRD3OS TM4SF19-AS1 GUSBP5 NDUFA6-DT CDKN2AIPNL C10orf143 TNFRSF14-AS1 RNU7-1 LLPH-DT COX19 ISY1 RN7SL83P AC002467.1 PISD PI4KA HBB H2AZ1-DT NEAT1 LINC02202 CACNA1C-AS1 THUMPD3P1 ACTN3 MTND6P4 NOP14-AS1 AL139353.2 LINC01298 CERNA3 ATXN7L3B VPS13B-DT DPP3 AF131216.3 SNHG1 TIFAB PXN-AS1 ZNF432 GATC PSMA3-AS1 LINC02290 POC1B-GALNT4 MTCYBP23 AC072061.1 HEXA-AS1 DLGAP1-AS2 MRPL12 MIR4522 MIR4515 SNORD43 AC022211.2 RNU4ATAC TSPOAP1-AS1 AC005358.1 SNHG25 AC009005.1 MIR3188 SMC5-AS1 AC010271.1 AC009061.2 SRXN1 AC026979.2 TTC23L-AS1 CHASERR CWC25 ZNHIT3 MIR4727 SNORD25 PPP4R3B RNVU1-26 H2BC9 RIMBP3 PIP4K2B SNORD26 GSTT4 AC007906.2 SNORA50C PRICKLE4 C11orf98 H4C2 GSEC METTL14-DT SAFB2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SAFB2_TARGET_GENES LAP3 MAD1L1 MAP3K9 KDM7A LUC7L MYLIP RNF216 CLK1 UFL1 NCDN RTF2 TOMM34 RNASET2 BRD9 ANK1 ALG1 USP2 CUL7 WDR37 KATNIP MAP4 TSPAN17 HEXB FAM160A2 HERPUD1 MRTO4 ATP11B PARP12 MPC1 NCKAP1 CS POLD1 HAGH ABCA7 IDI1 PRKCZ HDAC4 WIPI1 RPL31 TRIP13 UBE2D1 SMC1A P4HA2 CLASP1 VPS9D1 FSCN1 ACTB GTF3C1 LRCH4 POLD3 ZCWPW1 CBFA2T2 MKNK1 SAR1A WDR70 XPO1 PALB2 CYLD ZNF324 ZNF446 ACOX3 MTMR2 FTL ERGIC2 CNOT3 DDX18 KIF9 CRLS1 RBBP9 TRMT6 SLC9A1 USP48 HAUS4 OSGEP MFSD11 XYLB CDC6 SUCO HOOK2 PSMD5 TMEM14A ABL1 CIRBP ARVCF ZDHHC8 MED15 SNAP29 PPM1F TOP3B SLC25A1 HIRA RSPH14 RPL3 ASCC2 SDR39U1 ACIN1 TRIP11 APEX1 PABPN1 CHD8 RABGGTA GSS GID8 SPEF1 SEC23B CHMP4B FAM83D APMAP VAPA ANKRD12 CLN5 ZNF821 VAC14 HAS3 CRISPLD2 GGA2 HMOX2 AAGAB CPQ R3HCC1 STX10 CCDC130 SNAPC2 PIAS4 CACTIN ICAM5 CYTH2 CCDC114 LIG1 BCAT2 HBP1 ABHD11 CASP2 NUDT1 MOSPD3 FBXO24 USP42 PHF14 RHEB POLD2 TBL2 EDF1 RASSF4 UBE2S CDK5RAP3 CCDC47 MED31 C17orf75 SMURF2 TNFAIP1 IFT20 TMEM97 CHIC2 FOXRED1 EIF4G2 IL10RA GALNT18 RPS13 NUP98 TMEM14C SRSF3 SOD2 ASCC3 PHF1 CUTA FAM120B PPP2R5D PRPF4B SLC29A1 RAD50 IL5 PFKFB4 ACAP2 KLHL18 FAHD2A RPS15 GCA PCGF1 GGCX PDCL3 SUMO1 PARK7 RNF19B MFN2 CRYZ KDM5B KIF17 PTCH2 MTFR1L KMT2A CREB1 VAMP8 CASQ2 FKBP15 NPC2 ACAT2 SNX19 TAF12 FAM53C TNFRSF10B SORBS3 ZSCAN20 FYTTD1 ZC3H7A HERPUD2 MRM2 ACO1 CYREN SLC25A16 ACADS USP45 CHPF PCK1 SNRPC NQO2 LRRC29 C16orf70 NT5C TMX4 STK35 SNRPB NRSN2 MCM8 CEP250 FRMD8 ASL AIF1L NUP214 TMEM175 EMC1 GFER WDR24 AAMP PNKD PMS2P3 DGCR6L DGCR8 SDF2L1 GNAZ APOL2 MKLN1 CALU INO80 MINDY2 MBD4 ILF3 EGLN3 TEP1 CRACR2A NSUN5 MRPL34 ZNF557 ADRM1 PPIL4 PRR7 MRPS25 TRIM21 CNGA4 DLG4 TOE1 MUTYH CPLANE2 SLC39A11 MEN1 SORT1 TMEM106C TIMM17A TPGS2 FBXO21 PNPLA8 GLUL CEP350 TMEM127 MRPS9 ZFHX2 EPRS1 TOR1A SLC31A1 GARNL3 POLR1E RIPK1 HMGA1 THAP12 CREBZF SQOR HAUS2 IFT172 ACTR2 ATAD1 ASCC1 ITGAV HADH FGD4 ETFBKMT CERS5 DENR HMG20A PCTP SCRN2 CLTC NPC1 TRIM65 SECTM1 EVI5L ARHGEF19 ZNF593 KIAA0319L WDTC1 MRPL9 POGZ OAZ3 CIAO1 DQX1 TMEM177 UBXN4 SPOPL RHBDD1 TAMM41 MARCHF4 ACKR2 IQSEC1 RUBCN ARHGAP26 TCTE1 TBC1D32 RBAK SLC12A9 MEPCE LUC7L2 PRPS1 NSDHL CETN2 GOLGA7 MTDH ALAD POLE3 EIF4EBP2 BTBD10 PGAP2 DSN1 KIAA1328 PTS UBC NOCT GXYLT1 TMEM18 NUBPL FER FBXO4 TIAL1 UHMK1 GPD1L HNRNPU RANBP2 AHCTF1 NMRAL1 NUS1 TSEN2 HEATR3 PDIA4 SFR1 PHKG2 SEC13 SMG1 SLC38A10 TPRG1L TENT5B CDC25C RIBC1 ALG8 SYNJ1 IFNAR2 GART SON STARD9 G6PD FAM207A C21orf58 PCNT DIP2A CACFD1 TOR2A FLAD1 UBE2Q1 FGFR4 IER2 ALKBH4 MRNIP LRWD1 FBXL13 TUBA3FP SRSF2 SYCE2 TEDC2 PARS2 NOL9 LZIC DNAJB4 TYW3 ATF3 CCDC138 ANKRD23 CCNYL1 FYCO1 ELP6 TMEM41A IFT122 RFT1 SLC9B1 TMEM184C ELOVL7 CMBL CREBRF KCNK5 USP49 FMC1 PHAX ISCA2 ANAPC16 MCM7 ZNF3 TMEM135 PPIB FAM111A DCTN5 CCNDBP1 RCCD1 HDHD2 TBC1D16 GATAD2A MVD PROCA1 RPL13 TSR1 ZNF232 CCDC88B KIAA1586 TMEM208 AHCYL1 ADAL TNIP2 ENHO HNRNPH1 SPNS1 LIMS1 TPST1 ZNF764 ZNF212 RALGAPB PFKFB3 SERPINB9 ARMC10 JUNB ZNF584 ZNF131 HINFP STARD5 COPS9 ZMAT3 RAB43 ZNF621 RNASEH2C MYD88 ZNF680 ZNRD2 NMNAT1 MARCHF3 CYB561D1 C12orf66 GOLT1A ZNF497 NDUFA11 RSRC1 ATR GK5 ZNF408 CLTB LIPT2 TMEM70 B3GNTL1 TOB2P1 DEAF1 TMEM80 CHD9 TIMM22 MIEF2 SH2B1 TMPRSS9 TMEM52 GAK EXD1 GVQW3 CLK3 LBX2 TRNAU1AP FAHD1 MCFD2 LRRC57 HIGD1A DHTKD1 MRPS23 GET1 IST1 SRPRA LINC01547 DDX41 TANGO2 SCN5A CRELD2 ZFP1 SEPTIN5 NOC4L EFCAB10 DDX51 CCDC137 ZSWIM9 ANKFY1 GNB1L SMIM29 CHP1 TLR5 VMAC FANCA ZFP69B TUBB4B S100A16 TMEM198 FZD9 FBF1 TMEM120A JPT1 PLEKHG4 TMEM63A ZNF766 CD55 TPK1 ZKSCAN5 AMZ2 IPP HNRNPAB ZNF628 SNHG12 ZNF84 MAK16 DDX42 MT-CO2 DLL1 ZNF652 MTCO3P12 UBE2J1 FICD MT-ATP6 TOP1 SPOUT1 APRT L3MBTL3 RNU6-1284P RNA5SP493 LCN8 ASAH2B OXLD1 TAP2 DXO HSPA1B VWA7 C6orf47 ABCF1 TCTN1 NAP1L4 CDPF1 TTC23L ANKRD28 SNORA57 MT-TF MT-RNR2 MT-TW MT-TC MT-TY MT-TD MT-TK MT-TP MT-RNR1 DENND1B ANKRD39 LCAT DDAH2 ZNF845 CPNE1 CSKMT RTL10 UBXN2B MIR17HG CROCCP2 AL390719.1 RAET1K NBPF1 AP4M1 UBA52 FAM185A HDAC4-AS1 RNU6-628P EXOSC6 CFL1P1 CHROMR LINC00620 FCF1P7 ERCC6 TEX41 MT-ATP8 CCT6P1 EIF4BP2 LINC01715 ZNF341-AS1 ARF4P4 TMEM44-AS1 SNHG15 TMEM18-DT ZNF197-AS1 UFL1-AS1 ZNF232-AS1 LINC00701 LINC01849 HGH1 LINC02569 APOA1-AS SLC12A9-AS1 MKLN1-AS DNAJC9-AS1 OR7E24 LINC01410 PAXBP1-AS1 TXNDC5 ALKBH6 ARPC1A C22orf39 KCTD7 ZNF487 RBM12 SCARF2 USP2-AS1 AC008393.1 FAM111A-DT AC090515.2 KCTD21-AS1 AC116535.1 ZNF84-DT PGAM5 LINC01194 ZNF324B PKD1P6 MALAT1 RNU6-75P AP001372.2 OR5G4P PAPPA-AS1 ZNF432 SMIM10L1 ZNF253 C17orf100 PDF AC004816.1 TMC3-AS1 RBM15B KDM7A-DT ZNRD2-AS1 AC092287.1 SNAI3-AS1 AC106820.5 AL022069.1 GAN LINC00662 SNORD43 MIR3180-4 RNU4ATAC MIR3181 AC012447.1 NDUFV2-AS1 STRADA MIR4757 ILF3-DT RPL23AP77 AC006504.5 ZNF224 AC002116.2 IKBKG ZNF587B AC008735.3 AC018647.2 TTC23L-AS1 H3-3A-DT RBAK-RBAKDN AATF TUBGCP5 C11orf98 MCM8-AS1 TFPI ST7 TEAD3 VEZT TRIO RIPOR3 SDCCAG8 SPAG4 DNAJC10 LAMP3 TNRC6C C1QTNF3 REST EPS15 COMT CRKL P2RX6 SLC7A4 PPIL2 TPTEP1 TPD52L2 DIDO1 CDK5RAP1 UBE2I CDC37 CHCHD2 MAPK8 NMU ADPRS UAP1 KLHL12 RPN2 GDF5 ATP5IF1 TBC1D5 OSER1 AGAP3 RNF138 BICDL1 SRPK2 BMP2K SGSM2 CSNK1D NFIC MCL1 FAM86C2P H3-3A PKD1L2 TK2 ZNF581 ZNF217 LRRN3 PEAK1 CCDC106 TAS1R1 VCPIP1 OR2AJ1 PCBP1-AS1 ALG12 C11orf54 CSMD1 NSMCE3 MRPL40 HDHD5-AS1 MST1P2 ZNF197 ARID2 TSC22D2 MT-CO1 KTI12 SNORD68 RNU6-97P EFCAB2 MAFB STK19 ITSN1 MT-TQ MT-TA MT-TN MT-TS1 IGLV6-57 IGLV7-46 IGLV2-11 MIR301B ZNF580 RAD51AP2 IGLV9-49 SMPD4P1 LINC00205 SOCS2P2 NQO2-AS1 HMGB1P45 AL669831.3 TMEM139-AS1 TRIM26 KRT18P5 GS1-124K5.4 KCNMB3P1 RN7SL188P KCTD9P5 MTND5P11 LINC02482 RNA5SP473 RNU6-1315P IGLV10-67 MIR3190 MIR5188 FAM32DP MIR5695 FMC1-LUC7L2 SNORA16A MIR7155 DPRXP3 TFDP2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TFDP2_TARGET_GENES TPR GMNN NPRL2 CYB561D2 ODR4 WRN_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/WRN_TARGET_GENES POLR3E AGBL5 CDK5RAP3 LTA4H RBBP5 LRP3 DPP9 CCDC107 FMC1 B4GAT1 ALOXE3 AP001107.9 AGBL5-AS1 RMRP FMC1-LUC7L2 NPAT_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NPAT_TARGET_GENES SPPL2B SPRTN LARS2 ANGEL1 POLA2 SNX1 RANBP3 FUT8 PHF23 SCML1 THOC3 INTS13 SUGP2 PVR SIRT6 POLD3 VDAC3 TOLLIP XRCC5 MOK AP4E1 JMJD4 PGS1 RTRAF RFX2 PDRG1 ANKRD24 GLG1 TXNL1 SNAP23 CBX5 NANS CDC7 RAB18 TIMM13 TRMT2A RANBP1 PRELID3B KIF3B NUP93 NPRL3 DNAJA3 ZNF106 EIF3E HNRNPL VRK3 PPP6R1 GPI PRPF31 TFPT ARMC6 ANKRD26 TUBD1 RPS6KB1 PHF12 MTCH2 PRPF40B COPS7A RAB35 FGFR1OP2 SAYSD1 SMAD5 CSNK1A1 SSR3 KDM3A RNF19B ZBTB17 EXOC8 NDUFA8 FAM98A C10orf88 MRPS14 PAIP2 KHDRBS1 GTF3A CISD1 WWP1 VAPB NAGK ZNF576 H2BC11 GDF5 CEP250 CANX YEATS4 HP1BP3 SIN3B SMARCA4 PRKRIP1 FXR2 RPL36 LSM7 RPL27 PRKAB2 SEC61G CPLANE2 SLC2A11 DPF2 NAPG RBM17 HNRNPA1 COG3 SDCBP SELENOI CGREF1 PREB SCAF11 SAMD1 IFNAR1 ZNF473 FAM71E1 POU2F1 SNAP47 NVL ZC3H8 ARMT1 CHMP7 LRRC27 VPS51 EEF1AKMT1 UPF2 VPS26B NCAPD3 RPP38 CHD1 ATP5MC3 RMND1 N6AMT1 ZDHHC5 FBRS H2BC5 H4C8 MIS18A IQCC RRP1 DEDD2 CCDC12 MRNIP EMC10 RPRD2 RNF149 GNPDA2 ARPC2 TMEM79 CHCHD4 WDR43 DAGLB ZNF12 STK32C TK2 NDEL1 AKTIP CDK12 IRGQ CD320 MLST8 FADD H1-4 HINT1 ASPSCR1 TMEM43 ATP6V0E2 HINFP PHF8 FAM222B ADGRF3 TOMM20 ENDOV NDUFA11 CATSPERD LIPT2 BNIP3 RPP38-DT EID2B MAN1B1 BOLA1 FAM220A CDC42EP4 PIPOX PSTK H2AC6 H2BC4 PITPNB EHMT1 ZNF875 ARHGEF37 UBE2F H2AC20 H2AC21 THAP7 ZBTB40 H2BC21 H2BC13 MORN5 CXorf38 GNB1L BLOC1S4 MST1P2 PRELID2 VMAC MCRS1 H1-2 FAM122A SRSF10 LONP1 H2AC13 H2AC11 H4C3 H3C12 H4C11 H3C4 ENTPD6 H4-16 INKA2 H2BC12 ZNF248 SMG5 H2BC18 ARRDC1-AS1 ATP6V0E2-AS1 AC004980.1 SNORA14B FAM24B RTL10 CROCCP2 CCDC7 CKLF H2BC16P NBPF1 MIR1289-1 HMGB3P22 SRRM5 MRPL45P2 THAP7-AS1 SEC61G-DT TTC28-AS1 TMEM250 AC091390.3 AC093627.4 TMEM141 UBE2V1 AC008393.1 GPRC5D-AS1 LINC02062 LINC02482 CKLF-CMTM1 AP001372.2 TOLLIP-AS1 POLR2M C10orf88B ITFG2-AS1 UBE2F-SCLY AC106779.1 CORO7 RNF213-AS1 MIR5696 MIR3143 AC011444.1 MAN1B1-DT AL451050.2 H4C12 H2BC14 H2BC17 H2AC12 H3C1 FUT8-AS1 H2AC14 H2AC16 H4C5 H4C4 H2AC4 H4C1 H2AC17 H4C2 H3C10 MRPL45 PAGR1 E2F2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F2_TARGET_GENES RAD52 AOC1 CFLAR SARM1 RECQL VPS50 HSPB6 FAM214B WDR54 PDK2 MAP3K14 ELAC2 CDKL3 ST7L E2F2 SPAG9 CELSR3 VTA1 BAZ1B DYRK4 NCAPD2 LRRC23 MBTD1 UTP18 PTBP1 QPCTL TMEM159 DDX11 ACP3 MTMR11 COX15 MATR3 RALBP1 NCDN ALAS1 AKAP11 EHD2 CCDC28A SNX1 SLC39A9 CENPQ ZCCHC8 PIAS1 ASTE1 CUL3 RPL26L1 MFAP3 METTL1 MAT2B PHF23 TDP1 MED17 AP2S1 JADE2 WDR37 POLR2B LTBP1 LIMA1 TTC17 LAMA3 PHPT1 FAM114A2 USP36 RC3H2 TRAF3IP2 PKP2 RIOK2 NDC1 DNAJC25 ACAA1 U2AF2 AHRR CDON TNPO3 BORCS8-MEF2B RFXANK MCM10 COL17A1 CDK13 MYO9A IDI1 HYAL2 GRIPAP1 PRR11 IP6K2 SIRT2 PPP2R5B NUCKS1 BCL3 NEDD4 PIGB RAB27A TMEM260 CFAP20 PTPN21 ING3 TCF3 ACTN1 ZFYVE26 AP1M1 PDE8A ADAM11 CLASP1 EED TSG101 SLC24A1 TXK TIPIN SRI SEMA3C SLC25A3 EXOSC7 MCM6 PTPN23 MLH1 ANKRD13A XAB2 ARHGEF1 SNRPA LRCH4 POLD3 PIK3C3 HOXA9 PCM1 CDH17 XRCC5 MKNK1 SENP1 CIC LIPE DNM2 RIF1 SESN1 SRCAP PUM3 CPOX RSBN1 CXCL2 BZW1 ITGB5 XPO1 LYRM2 GRHL2 DIS3 PIBF1 NOA1 RAB10 HADHA SCAMP1 ZNF213 RRN3 RAD54L EPDR1 ZFAND6 DNM1L ERGIC2 METTL2A KHSRP TPX2 SNX5 ESF1 OAS1 RPLP0 TRMT6 ERP29 HEPH OTUB2 SLC9A1 DNAJB11 MCOLN1 USP48 PPP2R3C GEMIN2 MYL6 CLSPN UNC13D COMT SEC22C CDC6 CDC23 MSH2 DHPS BTAF1 EFHC1 HSP90AB1 CDC7 NRP1 CRKL GGA1 CBY1 GTPBP1 RHBDD3 MCM5 TNRC6B PHF5A ACO2 DESI1 CERK AP4S1 PLEK2 CEP128 ERH PABPN1 ARHGAP5 SRP54 PRORP NFATC4 GINS1 UQCC1 IFT52 TPD52L2 NDUFAF5 CSNK2A1 FERMT1 TLDC2 TTI1 RPRD1B MYL12A RIOK3 TBL1X CDK16 PIN4 MGRN1 LYRM1 CENPT CYB5B ESRP2 CMC2 UBE2I GSPT1 RPGRIP1L CDIPT AAGAB IQCH TRIP4 RAB11A TTC23 RPAP1 TMEM87A ZNF106 BMF DMXL2 CSPP1 TRIM35 NDRG1 MTMR9 TNFRSF10A UBXN8 MCM4 NFKBIB CLPTM1 PPP1R37 PLEKHJ1 SF3A2 C19orf53 ASF1B VRK3 PPP6R1 RPS16 AKT2 YJU2 TJP3 CACTIN CCDC9 CDC37 SYNGR4 TNPO2 GCDH PIK3R2 LSR SUGP1 AVL9 DUS4L TTC26 H2AZ2 LFNG BRAT1 SSBP1 FKBP14 PLEKHA8 GARS1 EPHB6 EIF3B SNX8 NUDT1 PTPRZ1 FBXO24 LSM5 PHF14 ANKMY2 TSPAN13 CHCHD3 TMEM248 RHEB BCL7B SPIN1 TMEM245 SEC61B TLE4 PPP3CB KAZALD1 ARHGAP21 BCCIP XPNPEP1 SMC3 CUL2 RPL28 NUFIP2 RPL19 MTMR4 KPNB1 GOSR2 PNPO CDK5RAP3 PIGL INTS2 CCDC47 B9D1 MRPL27 HDAC5 PRKAR1A DPH1 TMEM97 PHF12 OCIAD1 DCUN1D4 FBXW7 ATG2A EHD1 ACCS PTPMT1 NAA40 NUP98 EXPH5 POU2AF1 PRPF40B MLEC MVK PTGES3 RSRC2 GLI1 MANSC1 SPRING1 KRR1 MRPL51 GOLT1B C2CD5 RIC8B RWDD1 TMEM14C PAK1IP1 SERINC1 HINT3 FBXO5 MAPK14 KCTD20 SOD2 FBXO9 CAP2 MED23 RPS12 PRSS16 BRD8 KIF20A IK HMGCR THG1L TTC1 SUB1 TARS1 RAD1 BRIX1 SKP1 PPWD1 HMGXB3 CPEB4 TBCCD1 BCL6 COL7A1 NPRL2 CYB561D2 IQCG FRMD4B ABCC5 NKTR PIKFYVE STAM2 CENPA GTF3C2 ASB3 REEP6 PCSK4 DCAF17 COX7A2L ATF2 SCP2 MRPL37 RPL22 STXBP3 PARK7 EDEM3 GON4L MEF2D C1orf21 TTF2 NR5A2 TSNAX MTR RBBP5 GALE PIK3R3 TSPAN1 ABCD3 SLC35A3 RPS6KA1 DHDDS NSL1 CENPF IFT46 RPS25 ATP10B CASP8AP2 FBXL5 MED28 CCNI LDAH SATB2 UBE2B DYNC2I2 CNTRL ALG2 KDSR VPS4B FCF1 AREL1 DLST COQ6 SUPT7L ATAD2B ATL2 EPCAM CUTC PANK3 WDR55 SEC16B GORAB ACAT2 FAM53C SIL1 TMPO ARL1 TNFRSF10B PTK2B TARDBP COPS5 SLC35B1 PLBD1 KIF18A PEX16 TBC1D15 RPL21 RBBP6 RPL5 ZNF644 SEPTIN7 KLHL7 MRM2 SPINK4 CDKN2C DDX39A CENPK ATG101 EEF1AKMT3 KBTBD4 HJURP METTL8 TTC21B SLC36A1 COQ8B C4BPB STAMBP NAGK ATP8A1 ZNF576 KLHDC3 MEA1 GLO1 EMC3 PIWIL1 HROB NUP85 POLR1B SLC25A23 ALKBH7 ATG4C SNRPD2 VASP STK35 ZNF133 MKKS SNRPB2 MGME1 MCM8 NCLN ID1 EIF2S2 COX6B1 NR1D1 RRAS PRRG2 BECN1 ZNF384 EMG1 DYNC2I1 TIMM8A ZNF484 FBXL12 UBR4 ADGRE2 UQCR11 KDM4B PMS2P3 PEX1 RBM48 CASD1 ATF4 POT1 PRKRIP1 FOXP2 DUT CHAC1 VPS13C ANAPC13 SPCS3 FXR2 ILF3 CDKN2D DOHH MAU2 PRKCSH GTPBP3 PAK4 EXOSC2 UBE2M MED18 CLIP1 ACSS2 PRR7 HACL1 RBSN KIF3A PSME3 PSMC3IP NDUFA2 ANKHD1 TOP2A RFX1 LRRC41 DHX30 RAF1 PNISR ANKRD17 WBP2 AP3B1 PIK3C2B RNF128 SLF1 LARS1 HSD17B4 COX16 ELP3 CCNB1 CDK7 ROCK2 LDHA NAV1 RPS15A DSG3 DHX34 FADS2 TMEM165 COL4A2 ARHGAP32 WDR36 ANXA1 CCNJL TBX3 OASL RNFT2 MTO1 SYNCRIP PRR5L PKIB MPHOSPH6 SP110 USP37 SLC41A2 CKAP2 BORA SCEL IGF2BP3 GPNMB NUP42 AOAH BZW2 SRSF1 TEX2 TRA2B TANK BIN1 SMC2 NIBAN2 STXBP1 SLC2A8 CDK5RAP2 PRPF4 RPL35 RPS6 ZSCAN9 LRRC1 UQCC2 MDC1 VARS2 C6orf52 SLCO2B1 NUMA1 CREBZF PRCP TMPRSS4 YAP1 POU2F3 PPP2R1B GCHFR DBT HADHB PREPL LRPPRC KIF11 SMARCAL1 PPIG IDH1 SECISBP2L INTS14 PPCDC UBL7 COPS4 HNRNPD SEC31A G3BP2 CCNG2 CENPE ETV6 CPNE8 YARS2 ETFBKMT PHLDA1 POC1B TDG MMAB TMBIM6 DIAPH3 TMX1 ESR2 EFCAB11 MFAP1 GTF2A2 COMMD4 NCOA2 NEIL1 ARRDC4 POLG TICRR MCTP2 FTO BCAS3 SS18 GNAL WRAP53 CSNK1D RPTOR SECTM1 NFIC FEM1A MVB12A SAE1 TM4SF5 ZNF473 NOSIP SH3BGRL3 KIAA0319L MAP3K6 ITGB3BP POU2F1 MGST3 PPOX NUF2 RGS5 PRCC RRNAD1 ISG20L2 HDGF RGL1 ZNF687 ANP32E DTL INTS7 TPM3 UBAP2L EFNA3 C1orf43 TTC13 NVL LBR PLEKHA6 GALM MEIS1 SNRNP200 SFXN5 TEX261 SCRN3 SPAG16 FANCD2 CTDSP1 CNOT9 OSBPL10 NFKBIZ ABHD10 MANF EIF2B5 CCNA2 SLC30A5 TSLP TNFAIP8 RNF44 MMUT MMS22L TBC1D32 PURB TMEM209 NCAPG2 EBP CHMP7 RGS20 POLR2K EIF3H NR6A1 POLE3 REXO4 MIGA2 POLR3A ITPRIP BTBD10 PGAP2 TUT1 SYT8 HSD17B12 INTS4 NPAT ATM SLX4IP TMEM138 FADS1 INCENP SIDT2 TMEM219 MIA2 PDCD4 DLG2 C2orf50 CACNA2D4 DCP1B ANK3 CSNK1G3 NUBPL UPF2 VPS26B NCAPD3 CENPU AMN1 TLCD4 EPG5 SPC25 HOMER1 DCLRE1C PFKM DNAI4 SREK1IP1 CWC27 NR4A2 CYRIB INO80C RPIA NUS1 CEP112 ENPP3 MIA3 ENAH ATP5PF GABPA FLCN DPH3 OXNAD1 MPPE1 EME1 ZFYVE27 HSPA13 OXA1L SLC7A7 CARNMT1 WHAMM PHF6 AIFM1 ATAD2 VPS8 BUB1B CLDN12 FZD1 FCSK VPS26C C9orf43 AP3S2 C12orf43 MRPL17 WASF2 AHCYL2 EMSY ELK4 USF1 RCAN1 ALDH4A1 CCDC28B CCDC58 PKNOX1 RDH13 MPZL3 FLAD1 GPATCH4 FGFR4 LRRC14 FDXR TMEM143 LARP4 SPC24 RNASEK-C17orf49 RPL26 CYB561A3 TAF6L PARS2 GMEB1 PEF1 RBBP4 TM2D1 ARPC5 RBM15 B3GALNT2 SMARCAD1 VPS72 TGFA CGGBP1 NAXE TMEM79 SUCLG1 PRKCI PPM1L SLMAP RPP14 RBM47 MTMR14 RCHY1 TOPBP1 SLC4A1AP KIAA1143 KIF15 ELP6 ZMYM6 TPRA1 SNIP1 POLR2H RFC4 SLBP POC1A PITX2 HMGB2 FBXO8 CEP44 TMEM144 ARFIP1 ERAP1 TENT2 NSA2 GFM2 RPS14 CDCA7L SUN1 PSIP1 METTL2B TMC1 FBXO33 GTF2A1 INPPL1 DDIAS LRR1 ZNF503 BORCS5 CASP7 FRAT1 SLC39A13 PSMC3 HACD1 CEP295 TCP11L2 SENP8 NOLC1 FRS2 MYRFL ILK PPFIBP2 IDH3A CENPN TMEM41B MAPK7 MCM7 RIMKLB ZNF592 CIAO2A PCLAF MYO1A NEMP1 NAB2 PHB TRUB2 COQ4 ANKRD40CL CDK12 POP5 RRM1 IRGQ ZNF180 SMG8 ZNF701 PROSER3 CYP2S1 TMC4 TRAPPC9 DNAAF3 HDGFL2 NXN C19orf48 CD320 EVPL GHDC SLC3A2 C2CD3 SAC3D1 KIAA1586 THAP9 THAP11 MMADHC RFWD3 STIP1 HEXIM2 DYNLRB2 TMUB2 ADAM9 AHCYL1 GFM1 PPIC CEP120 ATP5ME PCSK9 CD2BP2 LMAN2 TM2D2 METTL15 BTD TM4SF4 ZNF747 TIGD4 ALCAM YWHAG ELP5 CDK1 GPRC5C KRT8 NUDT9 ARL6IP1 ATF7 PPM1D RPS9 GSTA4 FEZ2 KCNG3 TADA3 SOCS5 C9orf16 TMEM126B ZNF524 ASXL1 PPID ZNF584 CLSTN1 ENC1 LGALS4 MLLT3 RPS7 DPAGT1 SPTLC3 POP7 ALG14 STARD5 GNB2 C2CD2L CLP1 AFF1 RND1 DCP2 PDP2 OXSR1 AHSA2P MFSD4B DMRT2 MAP3K11 ARV1 MICOS10 ZNRD2 CEP83 UQCRH PSMD1 HEG1 C11orf80 JUP LEMD3 ZNHIT2 C12orf76 DENND4A MRPL11 MSL2 ANGEL2 IQCK B4GAT1 RIN1 THAP6 CATSPERD ATR SH3BP5L CKAP5 BANF1 EIF1AD RFESD SART1 CLCF1 CTDNEP1 CSTF3 ZBTB8OS ZSCAN2 CDC26 RNPEP SPRYD4 LPCAT4 PRR15 USF3 WSB2 PXMP2 NFATC2IP NR2C2 TBL1XR1 CSTF2T GBA TMEM94 UBE2N BET1L RIC8A IMP3 BOLA1 SH2B1 PLEC EPM2AIP1 COX5A APOLD1 TUFM SELENOW AURKB C3orf38 HMGN2P46 ARL14 PIPOX PCBP1-AS1 FIZ1 EMC3-AS1 MCFD2 GLIPR1L2 SKIDA1 LINC02363 CAPS2 NPM1 C6orf223 CLDN7 GINS3 NOP10 CEP97 GLRX5 SKA2 ANXA2 RPL35A CEP63 EWSR1 ZNF320 CEP57L1 GDPGP1 DDX41 CCDC159 SF3A3 PRR14L MACC1 VPS33B CMSS1 PKP3 PLA2G6 KNTC1 NUTM1 ZFP90 FAM227A BRI3BP UBOX5 MAFF SEMA4B FAF1 INPP5J RAB11B KIAA0825 GAS2L1 TEDC1 METTL7A FAM174B PBX1 SHC4 ADAMTSL5 PTCH1 CDIN1 CIDECP1 CENATAC TOR3A PCLO PRR5 ZSCAN30 HEXIM1 SPRY4 TCEA1 FAM122A AC091057.1 NWD1 DCUN1D3 COMMD6 CENPP TCTEX1D4 H2AX C19orf54 CLN3 UROS MSL1 UTS2B ALKBH2 FAM47E FHIT LIN54 HMGB1 SPATA41 SPAG16-DT SPATS2L ZNF250 ZNF79 HRCT1 SUPT5H NIF3L1 STK31 WDR5 LONP1 ZNF774 XRCC6 MYL6B ZNF799 MRTFA HRH1 TRAPPC4 SLC30A10 ERI2 TLE1 STRN3 TOMM20L SERTAD1 EOLA2 ZSCAN25 PCBP2 PCNX3 ZNF785 PIWIL2 C6orf141 SLC22A5 IPP RPS26 ATAD3A SGTB ZNF823 NOL8 CCDC151 AKR1B10 HIBCH HSD17B11 QRICH1 DDX42 UBL5 SPRED2 OGA SH3BGRL2 TMA16 DDX39B FAN1 MTOR RYR3 LTN1 SMC5 BHLHB9 MAP3K3 SREBF2 C1orf174 MFAP3L NAGA SMG5 KIFBP PJA2 VTRNA1-1 SNORA70 RN7SKP134 SNORD48 VTRNA1-2 RNU6-728P TATDN3 EFCAB7 ASAH2B FKBPL SNHG32 MPIG6B RNF39 PPP1R11 AC008429.1 ATXN2 DCTN1 MZT1 C12orf73 NAP1L4 TMSB4X HMGN1 ITSN1 ITPRIPL2 CRYZL1 LOH12CR2 HACD2 SNORD101 MIR194-1 MIR638 TRAJ7 GAPDHP25 NDUFS3 RPS29 GTF2H4 LIPE-AS1 LTB4R2 GANC LINC02026 SH3D21 VPS33B-DT PPME1 STARD10 CDIPTOSP DDX12P PHB2 ALOX12-AS1 FASTKD5 DDX3X MYL5 TMEM167B CYB5RL MIR933 ADAMTS7P4 LINC00339 RNASEK MTMR9LP RNU6ATAC PPP3CB-AS1 AP4M1 ZBED8 BTBD19 RNU2-17P CCDC18-AS1 LINC01342 EPB41L4A-AS1 TANK-AS1 POT1-AS1 FGD5-AS1 LINC00431 PIGBOS1 KCNIP2-AS1 GAS1RR SRRM5 LINC00511 GTF2IP7 MROCKI RBM15-AS1 NACA4P LINC01635 LINC02474 RPL7L1P8 WEE2-AS1 MRPL45P2 SEPTIN7-DT PET100 TPI1P2 EMC1-AS1 FTX GORAB-AS1 LINC00112 LINC01431 H2BC15 AC005083.1 DDX39B-AS1 LINC01952 SP2-AS1 EPCAM-DT AC002310.1 LINC00894 PEF1-AS1 ZNF815P ZBTB22 AL445231.1 LINC00479 ARHGEF38 NIFK-AS1 ZNF503-AS2 CREB3L2-AS1 TRBV30 GS1-124K5.4 RGL2 UNC5B-AS1 LINC01275 KIFC1 FAM200B LINC00649 SNORA13 RBM14 MYLK-AS1 AC091390.3 PPIL3 RN7SL346P AADACP1 NSUN6 YAE1 ARPC4 PISD STAG3L5P MICAL3 DNAJC25-GNG10 DDX11-AS1 DRAIC PRR7-AS1 AC096746.1 AC100861.1 SNHG10 CSTF3-DT UBL7-AS1 OIP5-AS1 LRP4-AS1 OR10J2P RBM14-RBM4 SMIM31 PSME2P3 ZNF564 ARPC4-TTLL3 MRPS31P4 SELENOP SLC25A30-AS1 THAP9-AS1 LINC02615 FOXD1 PRKDC HOXA-AS3 FAR1-IT1 BORCS8 DPP3 ANKHD1-EIF4EBP3 LINC02739 HTD2 EID1 LINC02756 AP001107.9 AP002748.4 POLR2M SNHG1 AGAP2-AS1 LINC02747 MTRNR2L8 PXN-AS1 DENND5B-AS1 HMBS TMPO-AS1 ZNF271P AL160314.2 RHOQP1 AL139021.2 SRP54-AS1 AL132639.2 POC1B-GALNT4 TMC3-AS1 LINC02205 AC051619.4 AC105411.1 CD2BP2-DT ZNRD2-AS1 AC096734.2 AC069224.1 AC139256.1 AC009107.2 AC010491.1 AC124068.2 AC005670.1 TMPOP2 ZNF213-AS1 AC025682.1 RDM1P5 MIR3912 MIR3124 SNORD84 MIR4999 BAHCC1 AP002478.1 NCOA4 MYO15B ASB16-AS1 ILF3-DT RPL10P15 AC022098.1 ATF7-NPFF FAM156A AL118506.1 AC007192.2 SLC25A53 TSNAX-DISC1 MICOS10-NBL1 AL022097.1 SLBP-DT IMMP1LP1 TLCD4-RWDD3 HTATSF1P2 AL589740.1 AL451050.2 RNU6-92P PPP4R3B-DT HNRNPD-DT WASL-DT STAG3L5P-PVRIG2P-PILRB WDR5-DT ZNHIT3 LHX1 NOL12 RN7SL2 H2AC12 SNORD25 PPP4R3B H2AC15 LINC02340 AATF SNORD27 SNORD26 H4C4 PIGW AC007906.2 MYO19 H4C1 MIR8059 CCDC28A-AS1 MPP7-DT RN7SK CSHL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CSHL1_TARGET_GENES DHX33 NCAPD2 DERA IFT88 ARAP2 ANO2 ARID4B ZC3H15 PMS2P4 NCK2 ANO8 FAP TCF7 GRHL2 PPP1R15A SF3B2 DOCK9 STRN4 PLEKHG2 OSGEP HOOK2 MYH9 SPTLC2 APEX1 ADNP ARFRP1 HM13 POLA1 MAGT1 MGRN1 HAS3 ERI1 YJU2 NOP53 RASIP1 TNPO2 ISYNA1 CDK6 POLR1F SSBP1 CYP3A5 AIMP2 URGCP STAG3L4 PRKAG2 FKTN SUSD1 NCS1 ZFAND5 TASOR2 RECQL5 SNX25 ELP4 DCPS TMEM109 NAA40 ELMOD1 MTRF1L RPS12 HES1 GNAI2 ATP6V1A SLC9A2 PLEKHB2 DARS1 SLC1A4 RND3 EPAS1 ARHGEF2 ADGRL2 MFAP2 TSPAN1 CCN2 GTF3C3 FCF1 AREL1 WDR11 NUDCD1 ENY2 PROSER1 PMS2 PLAU ATP7B DAW1 SH3TC1 OPA3 GNAI1 KRT17 DLL4 PARP2 GTPBP3 RBBP8NL RARA TRIM5 ALDH3B2 CDK8 WDR74 NAPG UBQLN1 SP110 FOXP4 FLOT1 VARS2 DBR1 HERC3 SEC31A AEBP2 POLG UQCRC2 VPS53 ERVK3-1 BCL10 NECTIN4 RPS27A PYURF EGFR ZNF41 ADHFE1 IMMP1L TNKS1BP1 FADS1 CCDC102B UBC NGLY1 OXSM ZNF256 PANK1 GGPS1 TIAM1 ZNF19 TSR2 PAXBP1 CCDC107 SAP30BP SHANK2 CLHC1 TIPARP DNASE1L3 IGF2BP2-AS1 RNF168 INTU IL15 ARSK CFAP97 HEY1 OXR1 PCF11 TAF3 METTL3 SLC39A13 BORCS7 TMX3 RBPJ COG7 BMP1 SLC50A1 PTK2 GSTA4 FAM98B ZNF274 PPIH LCLAT1 FAM182B EIF3F SPHK1 PRR15 C14orf28 TIGD2 H2AW RAP2B TNRC18 TDGF1P2 NDUFA12 RPL14P6 BLOC1S4 CEACAM19 KRT14 DCC ISG15 SPRY4 HES4 NHLRC3 AC099489.1 ZNF567 POM121 ANAPC7 NACA HRH1 LINC01560 H2BU1 ZGPAT ENTPD6 MBP RPL23A DDX39B TTC37 DCTN1 ZNF155 C21orf62-AS1 SNORD101 GTF2H4 RNU2-2P LINC01615 SFTA1P LINC01534 LINC00511 AL158070.1 WEE2-AS1 LINC02028 ANKRD18B SPRY4-AS1 LINC01354 LINC02579 DDX39B-AS1 OLMALINC TTC28-AS1 KDM4A-AS1 LINC01186 AP000251.1 CDK6-AS1 FLG-AS1 SNORD42B HLTF-AS1 PARGP1 PRKAG2-AS1 SMURF2P1 PSME2P3 THAP9-AS1 RNY4 ALG11 DLG2-AS2 AC124068.2 DHX33-DT MIR4425 MIR5188 TIMM23 LINC01415 AL031666.2 BORCS7-ASMT LINC01607 IER3-AS1 LINC02098 RPPH1 SPRR5 AC005622.1 NFE2L1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NFE2L1_TARGET_GENES SCYL3 C1orf112 ANKIB1 KRIT1 ALS2 CFLAR VPS50 HSPB6 SKAP2 RPAP3 KMT2E RHBDD2 AP2B1 ZNF263 IFRD1 CCDC124 PAFAH1B1 ST7L CDK11A NADK CRY1 ST3GAL1 MED24 SPRTN ZNF207 ZNF200 MBTD1 UTP18 ERCC1 CLK1 MDH1 MATR3 WWTR1 GRAMD1B GCLM AGPAT4 VEZT SNX1 BCLAF1 SLC39A9 FAM13B EIPR1 ALG1 ATP6V0A1 MAP2K3 RNF19A AGA BOD1L1 MTREX PSMA4 LSG1 MED17 HSPA5 WDR37 YTHDC2 TPR MAP4 GOPC ERCC8 JKAMP NFE2L3 USE1 TRAPPC3 PHPT1 ARID4B FAM168A SZRD1 ITIH4 NDC1 UNKL VMP1 HAGH INTS13 TNPO3 CTSA DDX20 SBNO2 SLC9A3R2 DGKA GSTO2 ME1 SMARCD1 ZMYND12 MSANTD3 FECH IDI1 DHX29 RHOA DHX8 IDH3G CBFB HDAC4 COASY MEF2A TFE3 IP6K2 ERLEC1 MAPK6 UFD1 LRP6 TMEM260 MNT JMJD6 SNX13 ALDH3A2 DERL2 MCM2 SDHA SMARCE1 HACD3 CELSR1 ACTB SART3 MKRN2 KLHL20 TPD52 USP33 SNRPA EXOSC5 MCCC1 NRDC XRCC5 REXO1 SAR1A RAPGEF3 FDFT1 RFX3 SMARCA2 NDC80 AFP MEF2C NFE2L1 ITGB5 ERC1 RNF13 OXCT1 ZNF446 RPS5 ZMPSTE24 NOA1 GSTP1 HADHA AK6 ZNF213 RRN3 MTMR2 PSMC5 AURKA PIR RPL6 DZANK1 ZNF302 HEPH NUDC TNRC6A RBM27 NLRP1 SPAG7 PPP2R3C HECTD1 TINF2 RFFL MFSD11 CDC45 LRRFIP2 CDC23 AAAS CBX5 DHPS NUP188 WAC HSP90AB1 ITPR3 ABL1 SH3GLB1 CDC7 PSMD8 SETD1A CIRBP PES1 HIRA ANKRD54 EIF3L RHBDD3 TOM1 MCM5 ASCC2 MYH9 EIF3D KIAA0930 ST13 PHF5A ACO2 DESI1 PSMC6 VTI1B AHSA1 ALKBH1 ERH PPP4R3A PSMB5 CCNB1IP1 PABPN1 PRORP TM9SF1 GMPR2 TRPC4AP PFDN4 CSTF1 HM13 TM9SF4 PXMP4 AHCY ADNP2 USP14 SMCHD1 CEP76 PSMD10 ATG4A TBL1X STAG2 ASB9 PQBP1 PIN4 RBM3 FNDC3A SUPT20H LYRM1 COG4 NAGPA USP10 CIAO3 UBE2I ELOB VPS35L HERC1 HOMER2 TMEM87A EIF3J SPG11 OIP5 BRF2 GFUS ECH1 CLPTM1 CLASRP TBC1D17 C19orf53 AKAP8 GPI PLD3 NUMBL SLC1A5 CACTIN HNRNPUL1 DENND3 NOP53 ATP13A1 ZNF574 PDAP1 BUD31 TAF6 C1GALT1 ACTR3C RHEB YKT6 SLC1A1 FKTN SEC61B AMBP KDM4C KANK1 TYRP1 ABHD17B ZFAND5 SEC23IP KAZALD1 CPEB3 MTPAP TASOR2 SMC3 PBLD CASC3 MTMR4 GOSR2 TRIM16L RECQL5 RNF167 SLC25A11 BLMH MED31 FTSJ3 C17orf75 CYTH1 PSMD11 CCL2 NAGLU ABCC3 LUC7L3 EFTUD2 YWHAE PMP22 PHF12 RPL34 CLCN3 FBXW7 TBC1D19 HTATIP2 HSPA8 EHD1 KMT5B DDX6 CARS1 SOX6 RPS13 PSMD9 MLEC MVK ATP5F1B PTGES3 RSRC2 KRT18 VPS29 EIF2B1 COPZ1 CAND1 NUP107 GAPDH CDCA3 RIC8B TDP2 KCTD20 MRPL18 BACH2 RPS12 C6orf62 SLC39A7 CCND3 HARS2 TENT4A HSPA9 RAD1 GNPDA1 SKP1 NR3C1 TRIM23 TRAPPC13 SEC24A CSNK1A1 HMGXB3 BNIP1 CPEB4 ZNF346 SMC4 ACTR8 SLC25A36 NPRL2 CYB561D2 IQCG C3orf52 ABCC5 EIF1B NEK4 NCL DNAJC27 STAM2 GTF3C2 PSMD14 ASB3 PCGF1 CLIP4 ACADL STAT1 HSPE1 KDM3A CHMP3 IL1R1 STK16 ORC2 COX7A2L TIA1 NFE2L2 FARSB CACYBP TCEANC2 TMEM59 ASH1L SMG7 SLC35D1 SRSF11 PHTF1 CD58 EXOC8 TSNAX LGALS8 RLF UAP1 RBBP5 ID3 NSUN4 DR1 CNN3 NSL1 ARID1A PPP1R8 POLR1G SPCS2 MYL12B CCNI UBN1 NDUFB3 C1orf198 CNTRL PPP6C NR4A3 INVS ALG2 VPS4B ZBTB45 ZC2HC1C SLIRP RBM25 EIF2B2 GPAM HELLS CAAP1 PLEKHG1 MRPS14 TCP1 EPC1 TGFBI SIL1 PAIP2 SERP1 TMPO ARL1 CLU UBIAD1 TRIM25 CRY2 ZCCHC17 RPL21 KIAA1191 RPL5 CCDC18 SEPTIN7 KLHL7 DNAI1 AKR1D1 RBM19 ATF1 TSFM NR4A1 EEF1AKMT3 KBTBD4 COQ8B PIGT PPP4R1L NEURL2 FASTKD3 NQO2 MED20 SSR1 EMC3 SH3TC1 MT2A NUP85 GTF3C4 TNFSF9 MED1 ATG4C SNRPD2 BFSP1 NCLN ID1 KDM5C UROD NSRP1 SSX1 TIMM17B L3HYPDH AVPR2 CANX IPPK PPCS COX7C CRYGN AUNIP SLC35E1 METTL25 METTL16 TUBA4A SEM1 STYXL1 SRD5A3 DGCR6L ATF4 KRT17 EMC4 MKLN1 DNAJB9 PSMG2 TTBK2 INO80 MINDY2 CHAC1 ARPP19 LOXL1 PSMA1 MPDU1 RAB2B EGLN3 NEDD8 DAD1 ASH2L DOHH TOMM40 RTN4IP1 ADRM1 EXOSC2 EIF2S3 MED18 ZNF426 ZNF331 UBE4B ZNF227 CAP1 SH3BP5 SLC6A6 GFPT2 TUBG1 PSME3 VPS25 SNRPA1 THAP1 DHX30 TBC1D14 TMEM128 LANCL2 FIGNL1 ANKRD17 H3-3B ZRANB2 POLR3F DAP3 DCAF8 DCTN4 SPART SLF1 CCDC59 AMPD3 HSD17B4 SARAF CDK7 BHLHE40 PRPF38B PTPN22 AP4B1 IL6ST RPS15A DDB2 ARHGAP32 CAPRIN1 CD63 TROAP TFCP2 HNRNPA1 HEY2 REPS1 NTPCR C2orf49 WASHC4 SLC41A2 IGF2BP3 GPNMB IL6 TBRG4 IREB2 NMT1 NDUFB5 TANK VPS45 BIN1 UGGT1 STAM TXN TOR1B TOR1A NIBAN2 STXBP1 CDK5RAP2 PSMB7 TRMO RABEPK GOLGA1 PDCL ARPC5L UBAP2 MDC1 TAF8 C6orf52 SLCO2B1 ANKRD42 RAB30 CREBZF SLTM NUSAP1 PAQR5 UACA RABGGTB RTCA SELENOI HADHB SLC5A6 ATRAID CENPO TACC2 ASCC1 SMARCAL1 PPCDC COPS4 HNRNPD SEC31A NUP54 FRAS1 CASP6 EGF GABARAPL1 ZCRB1 KANSL2 TMBIM6 RB1 RHOF DENR SRP14 MAN2C1 CELF6 DET1 SEC11A ARMC5 PARN GAS8 NCOR1 CLTC AFG3L2 GNAL RMC1 CSNK1D ANAPC11 NARF RPTOR RETREG3 TPGS1 PSMB6 RPS11 PGD SH3BGRL3 C1orf216 SERBP1 CCN1 TINAGL1 RPS8 MTF2 STRIP1 PSMA5 ATP1B1 MPC2 DCAF6 TMCO1 MGST3 UFC1 HDGF MCL1 PI4KB ANP32E DUSP10 CEP170 NVL FBXO28 CNIH4 LBR RPS27A WDPCP SNRPG ZNF514 SPAG16 RETREG2 DYNC1LI1 OSBPL10 EIF2A TCTA NICN1 MANF TM4SF19 ECE2 SLC26A1 TBCK SETD7 CBR4 OSMR PPIP5K2 SLC30A5 BTF3 ATG12 RNF145 TNIP1 G3BP1 FARS2 MMUT ABT1 PPP1R18 RPL7L1 WTAP PURB MDH2 CCT6A PSPH TRIM4 MEPCE CCDC25 SLC25A37 RGS20 NAPRT CDKN2A GSN NR6A1 ASB6 NTMT1 LRSAM1 ZEB1 DNAJB12 TCF7L2 EIF3M CCDC82 RPS3 SLX4IP TMEM138 B3GAT3 CHEK1 CDC42EP2 FAU ALDOA ITGB1 PRSS23 CCT5 UBC ITPR1 SLC7A11 RAD9B MIPOL1 TMEM18 VIPAS39 UPF2 SAV1 GUF1 UHMK1 POC5 MBNL1 NADK2 GGPS1 RAD17 SREK1IP1 CWC27 SRP19 TXNDC11 PLA2R1 TRIP12 FBXO36 SREK1 AK5 RETREG1 CEP112 ENAH ATP5PF GABPA ADAMTS1 TRMT44 SLC25A28 SLC16A1 OXA1L C9orf85 FAM126B CCT8 BACH1 SUPV3L1 EEF1A1 CD109 ZFAND3 BAG4 ATAD2 GALK2 EIF4A2 VPS26C WDR19 MRPL17 PTPDC1 MITD1 TAGLN2 USF1 MPZ RAPGEF6 GART SON UBE2Z RUNX1 CBR1 PADI4 PSMB4 DIP2A TOR2A SHC1 LMNA GPATCH4 SQSTM1 FBXL13 ABCF3 SAP30BP ACOX1 SRSF2 LARP4 CYB561A3 SLC25A45 KLHL21 GMEB1 PEF1 KIAA1522 DNAJB4 AKNAD1 ZNF326 FLVCR1 ATF3 RBM15 BROX B3GALNT2 CAPN2 PUS10 PEX13 DPY30 CLHC1 SMC6 COQ8A SMARCAD1 RPRD2 IWS1 ARHGAP25 YY1AP1 NAXE LRRC58 TMEM183A NEK10 CWC22 GLB1L CHCHD4 SUCLG1 SPTA1 PRKCI SLC2A2 RPL22L1 CCNL1 APBB2 U2SURP GYG1 KIAA1143 KIF15 ZNF148 TPRA1 MEAF6 RPN1 IFT122 EXO5 AIMP1 HMGB2 SAP30 NDUFAF2 WDR41 EBF1 TRA2A GPR146 FAM219A PSIP1 CCDC171 AQP3 VCP FBXO33 GTF2A1 SKA3 MICU2 TTC8 VDAC2 FAM204A TSC1 METTL17 TRUB1 SLC39A13 PSMC3 TAF1D SPRED1 ARIH1 ANAPC16 USP54 XRRA1 ZNF3 SEC11C HSP90B1 BLCAP ATF7IP2 B2M GOLM2 AP1G1 BMERB1 TMEM170A CLPX CNPY4 SNRPD1 DOLPP1 CCDC103 HDHD2 TBC1D16 ZNF226 RHEBL1 PROSER3 LENG8 C19orf48 MIS12 TMEM68 SRRM2 ATG16L2 C2CD3 CCDC88B THAP9 GNG4 NKIRAS2 MMADHC ARF4 TNXB HEXIM2 DYNLRB2 LRP1B AHCYL1 GSTM4 TET2 GFM1 C2orf68 LRRC28 SLC49A3 UPF3A RAB24 ZRSR2 ARL13B PTK2 PCBP1 RAMAC ASPSCR1 NRG4 ZNF764 TMEM42 YWHAG NANP PDCD6IP UBB FOS KRT8 HARS1 DENND5B PYM1 NUDT9 HSPA4 ZNF16 FOXN2 PPM1D KBTBD2 RPS9 TMEM37 ZDHHC16 EXOSC1 ZNF524 ZBTB26 ZNF274 NMRAL2P TCEA2 METTL18 CYP4F11 QARS1 EIF2AK3 NME6 GNB2 BANP TMEM217 ZNF621 RNASEH2C ANKRD13D DCAKD BNC2 TRMT112 MRPL57 CKS1B GLRX SNCG DAG1 MICOS10 EIF1 ENDOV PLK3 RBM4B RBM4 DDX23 ZBTB4 SLC16A13 BBS1 DENND4A MSL2 ANGEL2 TMEM167A RIN1 RSRC1 ATR SNHG29 MRPS22 PSMD2 ATG13 DOLK CLCF1 PAAF1 MTLN LYSMD3 SSNA1 ATAD5 OR4K17 ANAPC2 RMDN1 SEC24C SMCR8 ZDHHC13 TOP3A C8orf31 DLGAP1-AS1 RPRM THAP5 CD151 ZNF518A SVBP ZNF619 AP3S1 ZNRF3-AS1 NDUFAF3 SH2B1 GEN1 TMEM11 PLEKHM3 P4HTM EPM2AIP1 OPLAH APOLD1 CYC1 PER1 SPTY2D1 EDC3 TCAIM RAD23A EIF3J-DT HTR1D PLD6 PIPOX PCBP1-AS1 PDXDC1 FIZ1 ANKRD18A FAHD1 FGD6 CCDC66 EMC3-AS1 HARBI1 TPRXL PCGF5 YOD1 SMG1P3 SLC36A4 SSR4 PITPNB LRRC57 NQO1 EHMT1 NPM1 POLR2A ZNF678 ZBTB20 COA4 SNRPE CREB3L2 SHMT2 CYB5D1 ZSCAN22 FBXL6 C1S NPLOC4 TEX19 NGRN TMEM198B RPL35A C11orf54 EWSR1 ZNF320 NAA38 AP2A2 CEP57L1 ABHD16B DAZAP2 SELENOF ZNF623 JRKL CCDC159 UTP11 NDUFB1 TRMT12 ALYREF UPP1 TBK1 PTP4A2 ACTG1 ADAP2 NR2C2AP PPP1R2 TM2D3 CSF1 PLA2G6 SS18L1 COPB2 KNTC1 PROS1 NUTM1 SEPTIN9 ATL3 PTRHD1 NDUFA6 DGAT1 NELFA MRPL30 FAM174B MRPL40 P4HB SHC4 PMEL SLC52A2 LAMP1 SETD4 RNPC3 BICD2 ZNF566 AIDA CYP2R1 KPNA4 ZNF197 RPS23 BTN3A2 ARAP1 PRR5 LYRM7 HEXIM1 RPS19BP1 ZNF546 CHP1 PTMA NANOS3 DCUN1D3 COMMD6 ZNF383 ZNF669 C19orf54 SRSF10 CCDC9B CLN3 RHCE SLX4 NDUFA4 SF3B3 JPT1 SPAG16-DT WDSUB1 TUBB XPNPEP3 IARS1 ZNF140 XRCC6 SULT1A1 PRPF40A ANAPC7 NACA HRH1 ERI2 S100A2 LAMB3 WDR5B ZNF138 ZNF100 ANXA6 GMFB ZNF420 ZSCAN26 MAFG ARRDC1 ABCB8 SULT1A2 PSMD12 BLM SVIL PIGN HHLA3 TOPORS SPTAN1 RPL37A MCMBP NKIRAS1 CYYR1-AS1 IRAK4 TOR4A ZNF770 ZNF251 DDX42 TMEM116 ZNF26 TXNRD1 MDM4 TAFA2 TUSC1 FAN1 MSRB1 TSEN15 DCAF12 C1orf174 RNU6-951P VTRNA1-1 SNORA33 RNU6-7 RNU6-304P VTRNA1-2 RNU6-8 RNA5SP283 EFCAB2 TATDN3 MSTO2P SNHG5 AL772363.1 LINC01270 SYS1 INPP5B NEU4 GPRIN2 MACO1 BRD2 BAG6 ZNF814 GNL1 RACK1 AKT1S1 FAM201A ADGRG1 SAMD9 RNPS1 SERPINB5 HCG27 SNORA57 RNU6-1 RNA5SP122 SLC48A1 LINC01089 DYNLT2B ARHGAP19 NDUFS3 TREX1 ZNF337-AS1 GANC SMIM7 LYRM4 ALG3 TTC41P FAM187A SPINK13 PPME1 STARD10 CSKMT DHRS4-AS1 CYB5RL CROCCP2 SNORD100 TRIM16 SLC12A8 BTBD19 HDAC4-AS1 RNU6-370P RNA5SP222 VPS52 LINC00630 RPSAP65 LINP1 ABCC5-AS1 CHROMR LINC00466 TANK-AS1 SMIM13 AC095032.1 RTCA-AS1 MEF2AP1 PLEKHM1 LINC00431 NOL7 SLC16A1-AS1 HMGN2P7 SSR1P2 LENG8-AS1 ZNF451-AS1 SUGT1P1 CSE1L-AS1 LINC01132 LINC01693 SNAP25-AS1 FLJ31104 AL158070.1 LNC-LBCS AL139011.1 MRPL45P2 SEPTIN7-DT OR8B9P MYOSLID ZRANB2-AS2 NFE4 EXOSC10-AS1 TPI1P2 AL118508.1 FTX KLHL7-DT LINC00332 LINC00271 WARS2-AS1 RPS18 TMEM44-AS1 RFX3-AS1 GNG12-AS1 RPL37A-DT AC004990.1 SMG7-AS1 AC016876.1 ZNF197-AS1 LINC01136 UFL1-AS1 LINC02599 CTC-338M12.4 EIF2AK3-DT LINC01952 RPL34-DT FAM133B LINC01287 MTND5P23 ZSCAN31 LINC02331 SMIM27 AC087294.1 EIF1P2 PEF1-AS1 OLMALINC BHLHE40-AS1 TM4SF19-AS1 ZBED5 NDUFA6-DT ZNF503-AS2 CDKN2AIPNL LINC01732 LINC01888 FAM200B AC022034.1 LINC00322 FLG-AS1 AL391832.2 LINC00426 LINC00707 RNU7-27P LINC02006 RBM14 LINC01119 KMT2E-AS1 WBP1 MRPS17 AC093627.4 PLCXD2 C22orf39 NEAT1 ZNF585B AC096746.1 AC090061.1 MIR4458HG CKMT2-AS1 BCKDHA RRN3P1 MEF2C-AS1 LUCAT1 SRP14-AS1 RBM14-RBM4 LINC02065 FMN1 AC046134.2 LINC01258 PVT1 PDCD6 SMIM20 THAP9-AS1 RNU6-416P RNU6-313P RNU6-430P SHLD3 MAILR LINC02159 ZNF260 LINC00824 WAC-AS1 SYS1-DBNDD2 AP001372.2 DPP3 AP002748.4 NEDD8-MDP1 ZNF432 C17orf100 MYG1-AS1 RTEL1 LINC01269 CRTC3-AS1 AC106820.2 STAM-AS1 AC139256.1 AC009065.4 CCPG1 C15orf65 LOXL1-AS1 AC087500.1 AC005670.1 DLGAP1-AS2 AC092115.3 CORO7 RNF213-AS1 LINC01975 RN7SL198P SNORD95 RBM8A MIR4710 MIR5188 AP002478.1 CBX3P2 MIR4766 MIR4754 MYO15B MIR3661 MIR4482 AC006213.1 WHSC1L2P AC020911.2 SNHG30 CIRBP-AS1 ZNF224 AL031666.2 AC006262.1 AC012313.6 IKBKG ARHGAP19-SLIT1 TSNAX-DISC1 MICOS10-NBL1 HTATSF1P2 ARF4-AS1 BTF3-DT SLC30A6-DT SAP30-DT TM4SF19-DYNLT2B CWC25 TAF9 MIR4727 PPP4R3B ZNF2 LINC00547 LINC02340 RN7SL1 FRG1HP RPPH1 PSMB3 MIR6781 ZNF426-DT EIF1B-AS1 LINC00706 RAD52 ABCC8 ALDH3B1 DYRK4 QPCTL POLR3B ERP44 RTEL1-TNFRSF6B ANK1 METTL1 AIFM2 POLR2B ARID1B TTC17 THRAP3 MXD1 CASP8 TBC1D22B GOLGA5 CLEC2D PDE8A ENO1 MLH1 POLD3 ZCWPW1 SESN1 SRCAP AP4E1 SMARCD3 CD59 MYNN AKR1B1 USP40 DNAJA1 EPDR1 COQ9 GANAB SLC9A1 SEL1L3 ALKBH5 TOX4 WDR76 HOOK2 CRAT TBC1D2 SCD FBXL19 MTAP GADD45B RBX1 PRMT5 C14orf93 PCIF1 ABHD12 PSMA7 PIGU RBFA METTL4 WDR13 TSC22D1 TUSC3 PPP1R13L PPP6R1 YJU2 BABAM1 H2AZ2 BRAT1 TAX1BP1 CHCHD2 RBM28 CHCHD3 DNM1 UBE2R2 BMPR1A SHOC2 NUFIP2 PSMD3 CCDC47 TNFAIP1 NDUFC1 TBC1D9 FNBP4 COQ5 MAGOHB GTF2H3 RAB5B USP5 PAK1IP1 TARS1 BRIX1 PPP2CA RARS1 STC2 PCCB XRN1 COL7A1 GBE1 FRMD4B DGUOK KANSL3 USP34 PLCD4 CNPPD1 RAB3GAP1 WIPF1 TPSG1 MRPL37 WARS2 HMGCL TMED5 PRRC2C RSRP1 RPA2 OSBPL9 UBE3D ANKRD13C DCLRE1B SPP1 RAD23B PTPA KIAA1217 SPART-AS1 ALG5 EXOSC8 ARL4A NDUFAF4 MTRR MKKS HECTD3 TUBGCP3 PRDX5 BECN1 PNKD ZNF780B MYO5C MBD4 PUS7L ILF3 PARP2 APOC1 SNX9 QRSL1 CLIP1 GSE1 PPT1 ANKHD1 ACAP3 ZCCHC9 PNISR ENAM DMGDH ZMYM5 WDR74 CEP20 KIDINS220 TIMM17A RELCH PUM1 PSAT1 ATP5MC2 AHI1 USP15 LAMC1 GCC2 APPL2 SETDB2 SRSF1 VEZF1 MRPL47 RPS6 TGS1 CTDSPL2 GIPC2 RPS24 ITPRID2 TMOD3 AMIGO2 MMAB SBNO1 SCAPER UNC45A CRTC3 GLYR1 TXNL4A FHAD1 DMRTA2 VGLL4 NXPE3 SRPRB TRIM41 GSDMC ANKRD1 PPRC1 ADM ARFGAP2 KIAA1328 CCDC102B TGOLN2 TRAPPC8 HS2ST1 MRPL39 MIDEAS RPL30 ODR4 H2BC5 H4C8 GDPD5 PPP1R15B DONSON ATP5MC1 BTG2 GPBP1L1 TMEM69 RALGDS DBF4B RAVER1 MYSM1 ANTXR2 TKT ICE1 CCDC127 CHMP4C PCF11 ENOX2 GFI1B CPSF2 API5 RPL27A ZNF592 PIP5KL1 FAM102A GOLGA2 ZNF180 TPM4 SRP68 USP39 PRELID1 CNBP PRDM10 ASXL1 S100Z ZBTB21 SFT2D3 ADGRF3 LEMD3 LSM1 TALDO1 ZBTB38 HNRNPA0 ARL6IP6 ASB8 BOLA1 DALRD3 PLEC RNF212 COX14 EXD1 MRFAP1 SAMD4B CCDC43 LINC00471 LSM10 CLN8 SLC25A21 ARHGEF37 ZNF530 TRIM52 SNRNP35 SMYD3 TMEM179B MORF4L1 GRK1 MST1P2 NUDT17 HYAL3 GTF2F2 DUSP21 LIN54 AKR1C3 STK40 ZNF107 CPNE4 PIK3R4 NCOR2 NHLRC2 KPNA5 SLC22A4 STMN3 TEAD4 RPL12 MRPL42 SDAD1 ECI2 MAP3K3 PJA2 RNU1-62P RNU6-1276P COX20 ZDHHC18 RXRB HSPA1B MRPS18B PRR3 AC010624.1 ATP6AP1L C5orf51 ANKRD28 SNORD45C SNORD101 SNORD15A SNORD59A RNU6-535P RPL12P38 NCKIPSD RPSAP28 CRPPA C6orf226 PPP2R2A RN7SKP114 CCDC18-AS1 ZNF32-AS3 FKBP14-AS1 GEMIN8P4 XPC-AS1 PATL2 TAX1BP1-AS1 SERPINB9P1 HMGN2P34 LINC01063 MCTS1 LINC00342 LINC01271 TMEM18-DT BNC2-AS1 SMARCAL1-AS1 AL031727.2 SPAAR UST-AS2 BCYRN1 LINC01358 CASTOR3 CDKN2B-AS1 LINC00881 PISD MUC20-OT1 EIF6 NAA80 RPL5P24 GABPB1-AS1 RORA-AS1 MARCOL ZFPM2-AS1 COQ10BP2 MALAT1 RNA5SP473 AC083973.1 LINC02842 EEF1G ANKHD1-EIF4EBP3 HMBS MIR200CHG CUX1 SLC7A5P2 AL160314.2 EFL1P1 AL596325.1 NORAD AC103706.1 TMEM202-AS1 ZNF213-AS1 MIR3912 SNORD55 MIR4638 AC132938.3 RN7SL371P MIR5091 NAGPA-AS1 ILF3-DT CARD8-AS1 HSPE1-MOB4 AL390955.2 RNU6-92P PPP4R3B-DT WDR5B-DT RBAKDN MYO19 GGNBP2 C11orf98 PCAT14 FRG1CP MIR3199-2 NCOA6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NCOA6_TARGET_GENES CREBBP RPUSD1 NADK MAPK8IP2 UBE3C MBTPS2 UBR7 RTF2 VIM YTHDC2 THRAP3 GALC KMT2C CTDP1 APPBP2 HAGH SLC12A2 CYB5R4 CDK13 CBFB HES2 SLC44A1 PTPN21 CDC42 ING3 FBXW11 PDE8A ACTR6 FNDC3B GNB1 NDC80 ZNF264 YTHDC1 ERO1B RTRAF ATRN FKBP1A LZTS3 LTBP4 PAPOLA G2E3 IL11 SNAP29 CRYBB2P1 TPTEP1 MCAT PNPLA3 EIF5 CINP IFT52 JAG1 METTL4 SUPT20H STUB1 UBE2I PPP1R13L DOT1L RNASEH2A VRK3 PDE4C LSR KXD1 KANK1 EIF3A LHPP GIT1 ENO3 USP46 CRACD CLCN3 SEPSECS KMT5B CAND1 TFEB RNF130 BCL6 PSMD14 MOB4 PRKD3 EPAS1 STXBP3 BCAS2 ETV3 KIF17 ABCD3 CHRNB4 SPCS2 PGF RCL1 SOCS2 APAF1 SPOP LIAS GPSM2 MTIF3 NEUROD4 ACVR1C VAPB WRNIP1 WNT1 BARHL1 OPA3 RRBP1 AHDC1 SGPP1 CHTF18 PUS7L TULP4 AFDN JUND METTL26 CHSY1 RHPN2 FIGNL1 TRIM47 TOE1 MUTYH AMPD3 ARL8B GRHL1 LDHA HILPDA MTO1 ADGRB3 SYNCRIP NMBR NIBAN1 ADAMTS7 FCHSD2 BCAR3 DUSP5 SLC35A5 USP3 KSR1 ESCO1 EIF4A3 FOXK2 WDR45B TXNL4A MVB12A ARHGEF19 DUSP10 RHBDD1 HES6 TAMM41 ATG3 SNX12 ZNF711 UBC GUF1 PSTPIP2 ZNF547 RANBP2 CFDP1 C21orf91 MARVELD1 VPS37A NDUFAF6 PHF6 HTR5A GPR153 EIF5B RCAN1 RGS12 FGFR4 PPP1R21 CCDC138 RPL9 GNL3 PBRM1 SLBP PGRMC2 OTUD4 PRMT9 TMEM161B DCBLD1 ORC5 PDP1 INTS6L STK32C IKBIP API5 XRRA1 COG1 PRRT2 DNAAF3 HSD11B1L SRRM2 CTNNB1 ATXN2L AHCYL1 UBE2V2 GPRIN1 CSGALNACT2 UBB FOXA3 RPS9 CDC42BPG ZNF540 RAB33B MTBP MRPL13 NBEA CCDC63 GMPPB GPR160 FAM53A PPM1E DRAP1 C11orf68 PLEKHF2 TUBB6 CLK2 MIR7-3HG NECTIN3 IMPDH2 AC068473.1 MRFAP1 R3HDM2 FAHD1 ZNRF2 C11orf71 ZNF571 GPR157 D2HGDH PHLDA2 IBA57 TSEN54 PPP1R2 ADSS1 SIGIRR PGBD2 BICD2 CA5BP1 NF2 RTN4RL2 ESPN B3GLCT ENTPD8 RPL14 RELN PLEKHG4 EVL EOLA2 MAFG SLC25A29 TRIM33 ZNF628 EOLA1 LHFPL5 IRAK4 CNOT7 FOXJ3 IBA57-DT SRRM2-AS1 CPEB1 VPS16 CCDC7 PRKAR2A-AS1 INTS6L-AS1 SMIM2-AS1 SNAP25-AS1 C9orf147 ANKRD63 RB1-DT SNHG15 MIPEPP3 LINC00894 TMEM250 FABP5P3 LINC00893 PI4KA NECTIN3-AS1 DECR2 NEAT1 TMEM161B-AS1 C8orf88 TRAPPC2B AC004846.1 AC011921.1 CPEB1-AS1 LINC02867 AL163051.1 AP000845.1 MIR378D2HG SUZ12P1 MAFG-DT MIR212 A1BG-AS1 AC008735.3 PPP1R21-DT LOC101927815 SEPSECS-AS1 RABGAP1 SLK RBM7 THOC1 MAP3K1 CARD10 MYL9 PLLP PTGDS PFN1 TENT5A PRKAR2A TXNDC9 POLR1G DNMT3A SEPTIN7 NCOA5 FOSB SYMPK PNPLA7 RTBDN ECHDC3 TES ZNF473 POMGNT2 TMEM168 TACC1 LRRC27 ITGB1 TENT5B TRIM58 CTHRC1 TP53INP1 SPACA9 RNF169 PBX3 NMUR1 MCRIP2 CASKIN2 GEMIN4 UBE2E2 SYNM CAPN12 TANGO2 POU3F2 ZNF396 KANK3 AFDN-DT MIR7-3 RNA5SP60 LINC00466 GUSBP11 DBIL5P UBE2E2-AS1 LINC01184 MALAT1 MIR5188 MIR132 MIR3188 AC012313.6 ADRA2B MEF2D_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MEF2D_TARGET_GENES SCYL3 ST7 GTF2IRD1 ADIPOR2 CDKL3 CCDC124 TRAPPC6A PAX6 EEF1AKNMT MKS1 PTBP1 MAP4K3 ERCC1 GLT8D1 ATP2C1 AQR NR1H3 TBPL1 SLC39A9 ARID4A PIAS1 PEX3 MYOM2 CLEC16A PHLPP2 SPDL1 CTNS AP2S1 OFD1 CP HDAC9 KCNH2 ATP2B4 NDC1 WNK1 BCAT1 HDAC7 VMP1 U2AF2 PPP2R5A CTNNA2 KLF6 PMS2P4 MEF2A OTUD5 MAST4 MAPK6 LRP6 PHRF1 AP3M2 RPL31 DAZAP1 LNX1 NFATC3 PICALM CLASP1 SEMA3C SEC31B SPAG5 EXOSC5 MYH7B TOLLIP DNM2 MOK MEF2C UBA5 ITGB5 MECOM MAP3K4 NFX1 BAX ADD1 GNAS RFX2 PTPN4 KHSRP ASAP3 DNMT3B SNX5 SLC8B1 SLC9A1 GOLGA3 USP48 SLC7A8 HNRNPC EZR HDAC6 TMEM38B TMED1 PRTFDC1 MARCHF2 CABIN1 GGT1 MCAT TTLL12 RIN3 ERH TRIB3 TM9SF4 MYL12A TBL1X TSC22D1 NDRG4 UBE2I TTC23 GABPB1 SPG11 GDAP1 ERI1 MTMR9 LEPROTL1 BNIP3L TULP2 GYS1 AMH TBC1D17 TIMM50 CCDC114 ZNF175 PLA2G4C KCNN1 LSR FKBP8 HPN HSPB1 EZH2 ACTR3C TMEM248 STAG3L4 PLGRKT ZFAND5 BMPR1A ACBD5 CASC3 SEPTIN4 DHX40 DRG2 DHX58 NAGLU SGCA HDAC5 ABCC3 ELF2 FNBP4 MADD ITFG2 VPS29 SLC38A1 ADGRD1 CHD4 CDCA3 CHPT1 C12orf57 ASF1A HDDC2 SOD2 ALDH5A1 C6orf62 TRIM38 DUSP22 ERBIN HSPA9 PDE4D NUP155 C5orf15 TCERG1 CPEB4 PCCB NEK11 NKTR CENPA PPM1G KDM3A FHL2 CACYBP PARK7 MEF2D RPF1 PIK3R3 CREB1 KLF7 FBXL5 CCNI UBE2B DYNC2I2 PTPA NEK6 DENND1A ACYP1 GNA13 CAT CCRL2 PDS5A ANXA11 TRMT13 LRRC39 HNRNPA2B1 SPINK4 PKN1 CENPK NR4A1 TUBA1B PLA2G12A INHA OBSL1 ZNF576 CNOT1 HROB GPCPD1 NRSN2 MGME1 ZNF436 KDM5C PCID2 KIRREL2 METTL25 CASD1 DGCR8 YWHAH CCDC136 ALDH1A2 ILF3 HEATR5A SEC14L1 ART1 GNL3L DOCK6 TOMM40 ZNF341 BRME1 CC2D1A ENAM WBP2 PPP1R3D ATP8A2 SLC41A1 TMCC2 HSPBP1 MYO18B ACTR3B ATP13A3 CCDC59 ARNTL COX16 NAV1 TMEM241 ACP2 COL4A2 WDR36 MAP3K7 AHI1 NPL TTLL4 DNAJB2 TMBIM1 SUCLA2 TNS3 IGF2BP3 BZW2 HUS1 TOR1A UBAP2 TFAP2A TMEM14B FCHSD2 KNL1 RTF1 PAK6 LRPPRC SLC35A5 CILP HNRNPD MTTP PRICKLE1 INHBE VPS33A CUL4A ARMH4 HMG20A MYLK3 CPNE2 CMTM3 BCAS3 PRELID3A TBCD FOXK2 TPGS1 SAE1 PTH2 NOSIP EVA1B CCN1 STRIP1 TARS2 POGZ EIF2D SDE2 PPFIA4 RHOB WDPCP ATG3 MARCHF1 COMMD10 BOD1 PNRC1 WTAP GNA12 PURB RGS20 ZCCHC7 USP6NL NRBF2 HSD17B12 APIP PRSS23 PIP4K2A RAD9B AMN1 CENPJ FBXO4 TIAL1 PDE3B UHMK1 PANK1 CDYL TXNDC11 NR4A2 IMPACT ANGPT1 ELOC ATP5PF GABPA CCDC174 ANKRD40 ZCCHC10 PIK3AP1 ATAD2 MALSU1 HTR5A ST3GAL2 TMEM268 AP3S2 LDLRAP1 DZIP1L AHCYL2 SPATA2 USF1 RAPGEF6 PAXBP1 PTMS UBR1 EFCAB14 BRSK1 ADAR LMNA VPS28 SQSTM1 PRPSAP1 LEMD2 DHRS3 RBBP4 TSSK3 ALPL FAAP20 KLHDC9 ATF3 PEX13 KBTBD8 EOGT EFHB CCNL1 ZNF513 MEAF6 TKT TMEM161B ERAP1 RPS14 SP8 ELAPOR2 SUN3 SUN1 MID1IP1 DEPP1 AKR1E2 VDAC2 TSC1 GFI1B ZFYVE1 TAF1D SPRED1 CKB WBP1L SYNPO2L IFTAP XRRA1 ATF7IP2 ANPEP CLPX SP2 ENGASE IRGQ TRAPPC9 ANGPTL4 C2CD3 GNG4 COA6 TAP1 KLHL30 HJV LRRC28 CEP120 DHRSX KCNAB1 BUB1 DUS1L ITGAM GABARAP GPRC5C MTSS1 C11orf24 LRRC8C ENC1 BPTF S100Z ATF7IP SPATA5L1 RPS7 ZNF24 HCFC1 KAT5 SYT12 TRIB1 PEAK1 CHD2 FAM131A ZNF408 ARHGAP1 MRPL48 ZBTB44-DT UBE2O CRYBG2 UFSP1 SPHK1 ZBTB8OS MIR7-3HG SEC24C SAMD9L JUN GBA TMEM187 ASB8 CALHM5 GALNT11 OPLAH SYCN PCBP1-AS1 TRNAU1AP SCRIB DDN LSM10 TMEM259 CREB3L2 SPACA6 C11orf54 PYCR1 FHL3 UTP11 KCND2 SEPTIN5 ATL3 P4HB BRWD1 LAMP1 BCL9L MTARC1 FSD2 TRABD2A NAP1L1 BAGE2 KCNJ11 TLR5 FANCA SECISBP2 ZC3H6 CENPP SUMO2 ADAT2 BLOC1S3 UBE2Q2P1 SPATS2L ZBTB44 TRAPPC2 MYO18A S100A2 SULT1A2 TRIM33 DACT3 RPS26 LEKR1 NOL8 MAK16 ASPH CNOT7 MFAP3L RNU1-108P RNU5A-1 RNU1-19P RNU5B-4P RNU6-194P RNA5SP324 RNU6-169P SUGCT-AS1 NELFE VWA7 MBD5 LINC01257 MOG AKT1S1 MRPL53 TCTN1 C21orf62-AS1 HACD2 SNORA32 SNORA25 RNVU1-15 RNU6-2 MIR7-3 MIR584 MIR638 SFT2D2 SCYL2P1 RPL21P18 ATP6V0CP3 HEXA RPS29 SMCO1 C19orf38 IFRD2 MIR1284 MIR1205 SLC12A8 MYBPHL RN7SKP114 RN7SKP192 EXOSC6 CCR5AS HBD NRSN2-AS1 C3orf86 RPL21P92 ZNF503-AS1 LINC02608 CFLAR-AS1 SRRM5 LINC01132 DHFRP2 SDAD1P1 MAST4-AS1 ARHGAP26-IT1 AC005532.1 THBS3-AS1 HMGN2P34 LINC02015 COA6-AS1 MYO3B-AS1 LRRC8C-DT LINC01798 AC004990.1 NUCKS1P1 LINC00884 LINC01719 STXBP5-AS1 UBE2V1P4 LINC01287 LINC01135 SNHG20 SDHCP3 BRD3OS ZSCAN31 AC013270.1 GAPDHP14 ZBED5 VLDLR-AS1 LINC01732 AL359710.1 RNU7-1 MYLK-AS1 GET4 PSMB9 AQP1 LINC00635 RPL10P7 BMS1P4-AGAP5 BMS1P4 AP5Z1 B3GAT3P1 LRRC77P RN7SL446P GABPB1-AS1 AP000787.1 DACT3-AS1 KCTD21-AS1 ZBED5-AS1 BCKDHA LNX1-AS2 LINC02517 PARM1-AS1 PVT1 SH3TC2-DT AL139353.2 ABT1P1 GLUD1P3 NIFKP7 RNU6-927P AC015468.1 AC083973.1 LINC02696 AC024475.2 BRWD1-AS2 AC156455.1 CCDC58P5 MADD-AS1 PSMA3-AS1 NBEAP1 SORD2P LINC00933 HEXA-AS1 LINC02252 GFY MIR3187 MIR3115 MIR548AW MIR4729 AC018521.5 MIR3684 LINC01970 MIR4276 MIR5093 AP002478.1 MIR4766 AC079466.1 AC011472.1 ILF3-DT CARD8-AS1 NBPF12 LINC01215 ANKRD34A RN7SL760P RNVU1-26 RN7SL1 MIR7845 AC007906.2 RNVU1-28 TEX52 ARID5B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ARID5B_TARGET_GENES SCYL3 CFTR MAD1L1 RECQL PDK2 AP2B1 DBF4 JARID2 SS18L2 MPND ST3GAL1 REV3L VTA1 BTBD7 LARS2 CALCOCO1 MDH1 CCDC88C ATP2C1 NCDN RB1CC1 ERP44 NCAPH2 VIM RTEL1-TNFRSF6B PRKCH TBPL1 TFB1M ZCCHC8 ABCF2 PIAS1 ASTE1 MYOM2 METTL1 STAU2 PHF23 RETSAT AP2S1 TPR C12orf4 RSF1 CELF2 RFC2 TTC17 FOXN3 AP5M1 PUM2 PRDM1 GATB CTDP1 OGFR HDAC7 GPBP1 POLD1 SPHK2 RPL18 HAGH ZNF76 MCM10 DGKA KLF6 PKM IARS2 PLEKHH3 OTUD5 ATP11A NUCB2 SLC44A1 EXOC5 WDR1 HLTF ACTN1 PTPN18 FBXW11 ACAP1 NDE1 PICALM EIF4G3 NUP37 SLC25A40 TIMM21 ZNF37A RAB7A SART3 ARHGAP15 MLH1 SPAG5 EXOSC5 SIRT6 POLD3 JADE1 XRCC5 PGM1 DNM2 KEAP1 KCNN2 RBL1 RSBN1 PTPRC STK17B XPO1 TDRD3 SLC27A5 ZNF416 ZNF586 FAT1 MTIF2 CHERP B4GALT1 ZW10 GMCL1 AAMDC RFX2 KHSRP KIZ DZANK1 RPLP0 ARHGAP4 ANKRD24 MAEA TFAP4 USP48 PLEKHG2 NAT14 CDC6 AAAS TMED1 FBXL19 ATP5F1D MADCAM1 CABIN1 TBC1D10A RNF215 LMF2 TAB1 GRAP2 ZBED4 CTSG CNIH1 ATP6V1D ZC3H14 VRK1 TRIP11 NFKBIA PNN GINS1 UQCC1 MRGBP CDC25B CDK5RAP1 CHMP4B PPP1R16B USP14 CEP192 RNF125 TBL1X XIAP PGK1 ARHGEF7 MRPS31 SLC25A15 SMPD3 FBXO31 UBE2I CAPN15 GSPT1 XYLT1 RPGRIP1L TRIP4 CSPP1 JPH1 GDAP1 SNX16 EEF1D KCTD9 TLE6 SGTA C19orf44 RPS16 PLD3 FZR1 CCDC114 ZNF175 GCDH ARRDC2 SIPA1L3 CDK6 MTPN TTC26 WASL PLOD3 ZNHIT1 ANKMY2 CHCHD3 COA1 PALD1 ANKRD26 MTPAP SHOC2 TUBD1 RPS6KB1 DRG2 ICAM2 SMURF2 DPH1 TNFAIP1 IFT20 FRG1 NEIL3 B3GAT1 KMT5B AMBRA1 SOX6 C11orf58 LTA4H RAD51AP1 AKAP3 MDM1 CDCA3 PTPN6 GOLT1B MCM3 SMAP1 HBS1L PEX7 PHF1 PDE10A COX7A2 ITK LNPEP TXNDC15 CRBN FAM162A OGG1 NEK11 MAPKAPK3 PIKFYVE ACTR1B ITGA4 RPS15 STAT1 ELMOD3 KDM3A CNPPD1 HDLBP SLC25A12 ORC2 COX7A2L BCL9 CEP104 MECR S100PBP MEF2D IVNS1ABP RO60 UCHL5 RLF APH1A DR1 RCOR3 MTFR1L DHDDS NSL1 KMT2A MFSD1 HSDL2 INVS EIF2B2 YPEL5 KANSL1 KBTBD7 SERP1 TMPO PPP3CC COPS5 CEP89 PDS5A GPSM2 RPL21 MTIF3 MTERF4 ECD MED13L ATG101 EEF1AKMT3 KBTBD4 EXOSC9 CSE1L IL9R USP22 MAD2L1BP SLC35B3 SH3TC1 LRRC29 GOT2 PPP1R12C ALKBH7 PANK2 HNRNPR MAX TMEM115 NR1D1 PRRG2 SCAF1 BECN1 NUP214 MAP2K2 ZNF484 PMS2P3 IGLL1 INO80 ALDH1A2 VPS13C KRI1 ILF3 CDKN2D PARP2 CDC16 GTPBP3 POMT1 MPP1 TTLL9 RBM39 PRR7 NFATC1 RLIM HACL1 PSME3 TOP2A RARA PDHA1 THAP1 FAAP24 RAF1 CLUH RPA1 PNISR VPS13B POLR3F KHDC4 ZNF414 WDR74 DGLUCY UNC79 NUMB MED6 EIF2S1 SLC38A2 YARS1 DAGLA NREP UBQLN1 DTX1 TRAFD1 NT5E PRR5L AHI1 COG2 STX6 TTLL4 COX5B ISCU PWP1 WASHC4 BZW2 HUS1 MYO1G NMT1 VPS45 SMPD4 GARNL3 TRMO CNPY3 MDC1 THAP12 RNF121 FXYD2 UACA ADAM10 RSL24D1 GIPC2 ACTR1A FAM149B1 CARF IDH1 USP8 SEMA7A COPS4 SEC31A CENPE HADH NDUFA9 CLSTN3 SCAF11 CERS5 GALNT6 DIAPH3 TMX1 NIPA2 MFAP1 SERF2 TSPAN3 IGF1R ARRDC4 BBS4 ADAMTS17 SH3GL3 PARN FTO NKD1 DHX38 TXNL4B MAP1LC3B GID4 VPS53 ARSG CLTC TBCD CEP131 MBD1 ZCCHC2 FBXO15 SLC39A3 VAV1 DPP9 ZFP14 URB1 ERVK3-1 CTU1 NOSIP KIAA0319L WDTC1 NUF2 RGS5 MRPL24 HDGF ARNT DTL INTS7 GATAD2B INTS3 TTC13 CALM2 WDPCP UBXN4 PKP4 METTL21A VGLL4 RETREG2 RPL32 EIF2A NICN1 CBR4 PIK3R1 SSBP2 IQGAP2 BOD1 CDKAL1 RNF44 MTFR2 MEPCE NONO CHMP7 C9orf72 UGCG REXO4 GTF3C5 ITPRIP C11orf49 ARFGAP2 HIKESHI INTS4 PAK1 TKFC INCENP CCDC15 TAOK2 CD226 CACNA2D4 TMEM18 CENPJ BAG3 MZT2B FAM168B TADA1 ZNF773 TMEM123 DDX4 ZNF117 CDYL AHCTF1 CCDC148 TRAPPC8 INO80C ADPRHL1 UBP1 CFDP1 BUB3 DIPK1A ELOC TSEN2 CCDC174 SKA1 FBXL18 SLC26A2 SLA CCT8 SFR1 ATP5MPL EIF4A2 ODR4 ST3GAL2 SPPL3 TNFRSF14 AHCYL2 CD1C ZC3H18 PPP1R15B CDC42SE2 PAXBP1 ATP5MC1 PSMD4 RGL4 EFCAB14 SPON2 DFFA CCDC28B CCDC58 TRAPPC10 ITGB2 ZNF714 C19orf47 MED27 FLAD1 ADAR FDPS CCDC12 IER2 PRPSAP1 ITGA5 DBF4B SYCE2 RNASEK-C17orf49 JMJD8 TTC9C RPL29 ZYG11B NFIA FUBP1 DNAJB4 SLAMF6 B3GALNT2 VPS72 NAXE PRKCI SNHG16 GTPBP8 KIAA1143 KIF15 LZTFL1 ZNF148 RFC4 PIGX HHIP PI16 TRA2A DLC1 SPIDR INTS1 MYORG CCDC171 NOL6 TSC1 GFI1B E2F7 BORCS7 APBB1 PPFIBP2 C16orf46 NDST2 ZNF3 GOLM2 SAAL1 PCLAF SMAD3 MBD6 PHB CRK STIM1 GATAD2A ZNF641 CACNB3 KIFC2 DDB1 CTNNB1 IRF2BP2 IRF2 SEPTIN2 MFSD2A RFWD3 RHOH ATXN2L LDLRAD4 TMEM208 TSPAN5 ADAL LCMT2 GFM1 ATF5 LMAN2 SLC33A1 CLIC4 VPREB1 DFFB ASPSCR1 BTD GUSB NIPA1 UBB FOS SPATA24 PA2G4 STAT2 AKAP13 KIAA0232 TADA3 ESCO2 ZNF581 ASXL1 S100Z GPHN WDR87 ZNF570 TVP23B ATPAF2 DRC3 ORMDL3 MOB3A ALG14 GNB2 PRSS27 WASHC2C THEMIS DCAKD SFT2D3 ARV1 CCDC106 RCE1 PSMD1 HEG1 PHC3 GPR160 CEP19 FBXO45 DDX23 STAG3L3 BBS1 MRPL11 PTDSS2 SNHG29 VCPIP1 DDIT3 HIGD2B ZNF408 ARHGAP1 ATG13 LIPT2 PAAF1 TMEM70 TOM1L2 ATAD5 RTTN SLC35G1 SPRYD4 IRX5 WDR73 DLGAP1-AS1 TBL1XR1 JUN CSTF2T GBA ACAD9 TMEM94 IMPDH2 STAP2 ZFAND2A EPM2AIP1 APOLD1 PFAS GVQW3 EGR3 RNF227 TIGD5 FAHD1 CCDC66 HARBI1 ARHGAP45 H2AC6 H2BC4 SCRIB COA4 GET1 P2RY8 MRPS16 CAMK1D KIAA2026 MX2 DIABLO TSSC4 PLA2G6 TOP1MT SEPTIN9 CDCA2 ZNF74 UBALD2 PARPBP INKA1 WDR53 DMWD LAMP1 OR10T2 TMEM222 MIR22HG CXCR3 ZNF286A DHRS4L2 TCEA1 PMS2CL CYHR1 TPRG1 MSL1 RNF216P1 SUPT5H SUPT3H IARS1 ZNF569 ZNF775 TCF4 GM2A TRIM33 HTT STMN3 RAB40C FAR1 RPS26 ATAD3A CD2AP HIBCH YTHDF2 CCDC69 C6orf89 CALM1 IPO9 SMOC1 LTN1 SPOUT1 MFAP3L RNU5D-1 RNU5E-4P RN7SKP249 RNU5E-6P TATDN3 CSNK2B GPANK1 PRRC2A TRIM27 MRPL53 ATXN2 TCTN1 TRIM13 CNEP1R1 LCMT1 C5orf51 C21orf62-AS1 ANKRD28 SNORA57 RNU6-1 RNVU1-30 MIR638 TRBV27 ZNF580 ZNF611 DENND1B KLHL23 RPL17P41 SUPT4H1 NRAS ERV3-1 ARL2 NDUFS3 ADAT3 LAT REPIN1 LINC00887 C19orf38 FIS1 KANSL1-AS1 BBIP1 HNRNPUL2 CSKMT ALOX12-AS1 PEX26 DHRS4-AS1 LINC00598 RNASEK LINC01881 RNU6ATAC MIR1205 PPP2R2A UBA52 RN7SKP192 IGHV3-64 EEF1A1P24 CCDC18-AS1 BCAR3-AS1 JPX ZNF25-DT CSE1L-AS1 SCAMP4 DNAJC9-AS1 ITPKB-IT1 C2orf92 ZFAND2A-DT AL596223.1 OR8B9P PANK2-AS1 CRPPA-AS1 ZNF688 LINC02643 LINC02812 ZNF341-AS1 GORAB-AS1 HMGN2P34 IPO9-AS1 TRAF3IP2-AS1 LEF1-AS1 HNRNPA1P49 TMEM18-DT RNASEH2B-AS1 PUDPP2 ZNF37BP RPL26P29 LINC01135 HNRNPUL2-BSCL2 BRD3OS LINC01366 EPN2-AS1 LINC01278 JARID2-AS1 RPS26P41 MAPK6P3 C10orf143 LINC01409 FAM21FP LINC00426 SETP11 ISY1 NSUN6 ARPC4 MRPS31P5 TRBV8-1 RWDD4P1 FRG1-DT AC104078.1 BCKDHA CASC11 AC139887.2 ARPC4-TTLL3 MRPS31P4 LINC02384 RPL32P3 MALAT1 RPSAP74 VPS13B-DT LRRC24 AP002495.1 ETS1-AS1 FAR1-IT1 AP001372.2 AC005324.3 HIGD1AP5 AP001830.1 PXN-AS1 URB1-AS1 FNTB AC025031.2 ATXN2-AS RTEL1 LINC02207 LINC02295 IRAIN LDC1P LCMT1-AS1 ERVK13-1 AC114811.2 DOCK9-DT LINC01238 ISY1-RAB43 AC005696.1 TMPOP2 MIR548AW MIR4736 MIR3613 MIR4437 MIR5695 AP002449.1 ILF3-DT AC005264.1 FDX2 LIN37 CALR3 ZSCAN16-AS1 SLC25A53 BORCS7-ASMT AL355353.1 LINC02427 IRF2-DT CASC15 RNU6-92P WASL-DT CHASERR ARL2-SNX15 MIR223HG H4C13 LINC02340 TRBV13 SNORD49B LINC00235 LINC00869 RPPH1 AL034550.2 SNORD49A MIR6781 C11orf98 LINC00602 ZNF169_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF169_TARGET_GENES CDKL5 QPCTL PRSS8 FAM168A TYR CABIN1 ANKRD54 FBXO31 CASC3 CORO1C BCL7A ATN1 OPTN SNRPD2 PLEKHG3 ARF3 STX6 FCHSD2 ARHGAP24 CERS5 MAP1LC3B ITGB3BP RABGAP1L EFHB TXLNB STAT6 TSC22D4 TRAPPC9 KSR2 ASPHD1 MIR7-3HG BRWD1 PTCH1 ZNF790 EFCAB7 ITSN1 CRYZL1 DBH-AS1 LINC00431 HAR1A LBX1-AS1 LINC01132 LINC01022 LINC01119 BRWD1-AS2 ZNF10 ATXN7L3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ATXN7L3_TARGET_GENES ICA1 PRSS22 ITGA3 REX1BD MARK4 RPS20 CLK1 MDH1 MNAT1 EHD2 VRK2 MAP2K3 PEX3 CTNNA1 EPN3 RCN1 MPHOSPH9 USP36 RC3H2 PKM MARK2 ENO1 SEMA3C FNDC3B ACTB UBE2D4 EIF2AK1 ANKRD10 HSD17B7P2 GADD45B TRMU PCK2 RABGGTA NOP56 VAPA TRIP4 DECR1 NDRG1 SLC39A14 TIMM44 STEAP1B CAV1 MET GARS1 ZFAND5 RAB11FIP2 PALD1 MINPP1 KRT23 CASC3 RNF43 SMARCD2 DDX5 C17orf75 AREG TBC1D19 UGDH HSPA8 PRDM4 CORO1C KRT18 GAPDH ADGRG6 VEGFA HMGCS1 HSPA9 NR3C1 TBCCD1 FAM162A HES1 RTN4 HSPE1 GORASP2 GADD45A DDX59 ZBTB45 MTHFD1L NUDCD1 ALG5 SORBS3 ARL4A CHPF NQO2 EREG BMP4 RBCK1 ROMO1 CANX KLF2 TTI2 SNX9 RBM39 SELENOS H3-3B DMGDH SARAF LDHA CDC73 YARS1 HRK DNAJB2 VPS36 KLF4 CPEB2 RDX KIF23 RPLP1 MYOF ITPRID2 SEMA7A HNRNPD LARP1B SHROOM3 ANXA3 PPP3CA RPS2 C17orf64 TRIM65 CBX4 GEMIN7 ARHGEF19 MTF2 CERS2 WDPCP MALL GULP1 HSPD1 PAM AIG1 ZMYM4 TLK2 LUC7L2 OGT WDR31 SURF4 REXO4 RPS3 LSM14B HMGA2 UBC BEND6 AP1S3 ATG10 TXNDC11 NR4A2 ASAP1 ING1 PITPNC1 DPY19L4 SFR1 ATAD2 EIF4A2 VPS26C SPATA2L RUNX1 CALM3 PDXK PAQR4 SLC25A45 SYVN1 ACOT11 JAK1 ATF3 IER5 MEMO1 SMIM14 APBB2 SLBP STARD4 CITED2 CDCA7L OSR2 GEM SPRED1 ARIH1 PCLAF PDIA3 SMG8 ANKRD11 RPL13 NXN TMEM68 SLC3A2 CTNNB1 SETD5 STX18 MFF IRS1 SLC33A1 METTL15 HNRNPF SMAGP USP32 PRNP KRCC1 CYCS TEFM CFL1 RESF1 SNHG29 RAB6A FOSL1 CHMP6 ACSF3 LRRC37A3 DLGAP1-AS1 TBL1XR1 GBA BOLA1 PLEC CPNE7 CALR RCC1 FGD6 FBXL6 PYCR1 TOB2 ADAP2 PDE4B P4HB BRWD1 ZNF696 NF2 TEAD1 PTMA EXD3 IER5L TMEM198 ADAT2 GARS1-DT CD55 ZNF34 MYO6 ZFP62 MAML3 ANXA4 SRC MIRLET7BHG SIPA1L1 S100A10 MYO1C S100A6 SNHG12 TXNRD1 CALM1 TSEN15 SREBF2 SNHG5 BRD2 BAG6 ITPRIPL2 CATSPER2P1 SCAF8 NUDT19 CROCCP2 PPP5D1 KRTAP5-AS1 GAS5 B3GALT4 NFS1 DDOST NEAT1 CEBPA STX18-AS1 MALAT1 CERNA3 SNHG1 CEP95 TMEM202-AS1 DLGAP1-AS2 LINC01569 MIR4492 OTUD7B MIR4519 AC016888.1 MIR4530 LINC01145 SNORD25 CEBPB-AS1 RNVU1-28 MIR5087 ZNF146_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF146_TARGET_GENES MYH16 KDM1A ACSM3 ITGAL LAMP2 AGK LGALS14 ADIPOR2 CDKL3 TSR3 DNAJC11 ADAM22 MAPK8IP2 RPS20 POMT2 DYRK4 HHATL CD4 NME1-NME2 MBTPS2 ANGEL1 DNASE1L1 MDH1 DPEP1 ATP2C1 RALBP1 CXorf56 MNAT1 FHL1 UBR2 PRKCH B4GALT7 VEZT RABEP1 NUP160 RANBP3 ALG1 PEX3 FAM136A VCL RFC1 TUBG2 EDC4 MSR1 MTREX DNAH5 LSG1 C12orf4 NOP16 ARID1B PTPRN TAB2 USP36 PHF21B DCBLD2 GDI2 CDK14 POLR3E TARBP1 DNAJC25 CCAR1 POLD1 CA11 HAGH BORCS8-MEF2B RFXANK CTSA BTBD1 ZNF76 PDIA5 CYB5R4 TLE2 CTNNA2 PKM CBFB MEF2A KIF2A LRP6 PFN2 SLC44A1 CLTCL1 CFAP20 PTPN21 TCF3 ADGRL1 ZFYVE26 NFATC3 STK10 DERL2 PDE8A KDM5A MRPS34 NCBP3 SLC24A1 ZZEF1 ANO8 FRYL DLG1 MKRN2 ARHGEF1 ACTL6B SNRPA DYNC1I2 FAM76B SIRT6 CST7 FKBP7 SENP1 DNM2 RFX3 RBL1 OSTM1 EXD2 JMJD4 SMARCD3 LINC01587 PALB2 ITGAE ZMPSTE24 APLP2 NCOA1 HACE1 SLC25A24 MTIF2 PGS1 OGFOD1 NSFL1C RPL6 MAPKAPK5 ANAPC5 TMEM230 DZANK1 ZNF302 OTUB2 ANKRD24 RCOR1 LTBP4 GNPTG GOLGA3 CD209 SEL1L3 TMEM101 SEMA6A SNAP23 PHGDH EZR SEC22C HSP90AB1 PSMD8 SETD1A IZUMO4 SNRPD3 TOP3B HIRA MCAT IL2RB CHADL CCNB1IP1 EMC9 PFDN4 EEF1A2 TM9SF4 NOP56 CDK5RAP1 DNTTIP1 ANKRD12 POLI ABCD1 SMARCA1 PGK1 MRPS31 VWA8 NFAT5 POLR2C FA2H NAGPA CLCN7 UBE2I CRYM GSPT1 CDIPT HERC1 TRIP4 IGDCC4 FAH ZNF106 DTWD1 GABPB1 BRF2 PLAT EIF3E MTMR9 KCTD9 HNRNPL SNRNP70 PPP1R37 CLEC4M SYDE1 POP4 CCNE1 RPS16 LGALS13 AKT2 TBCB POLR2I TJP3 CRX PDE4C TMEM147 LSR PBX4 SMG9 STEAP1B TTC26 SSBP1 TAX1BP1 RBM28 LSM5 EZH2 TMEM248 BCL7B YKT6 DNM1 TBC1D13 ELAVL2 LHX3 EXOSC3 TRDMT1 UNC5B GIT1 TUBD1 KPNB1 GOSR2 RPS6KB1 PIGL DRG2 SMARCD2 DDX5 C17orf75 PSMD11 MRPL27 LRRC59 CRACD UBE2D3 GALNT7 TBC1D19 NSD2 SNX25 SNX15 KMT5B PSMD9 MLEC ATP5F1B METAP2 RAD51AP1 DDX55 ING4 SPSB2 SUDS3 C2CD5 COL12A1 SMIM8 ULBP1 SOD2 PTP4A1 MED23 GMDS ARSB RARS1 MACROH2A1 BNIP1 SLC25A36 BBX COMMD2 NEK4 SF3B6 DNAJC27 EIF2B4 SNX17 NDUFS7 RTN4 POLE4 CCDC88A KDM3A BIRC6 RAB3GAP1 SRSF7 AAK1 C2orf42 TIA1 NFE2L2 RPL22 SRSF4 ARHGEF2 MEF2D KIAA2013 SMG7 MTR ZNHIT6 RBBP5 PRDX1 SLC35A3 NSL1 ARID1A STAG1 KMT2A PLAGL1 CCNI NDUFB3 GTF3C3 UBE2B HEATR1 DYNC2I2 PHF19 ZBTB45 ZNF410 SUPT7L DNMT3A CNNM1 C10orf88 WDR11 NUP43 SEC16B SLC10A7 NUDCD1 CCDC77 SERP1 NACA3P CLCC1 RASL11A FYTTD1 MRPS2 RPL5 ODF2L CCDC18 ECD RASSF8 ZC3H13 ATG101 KBTBD4 COQ8B WFDC3 CDH26 STX16 NEURL2 PEPD SNRNP27 SERPINB6 H2BC11 BBS2 BARHL1 CENPB FAM110A CHURC1-FNTB ARMCX5 RALY KDM5C TUBGCP3 PCID2 GPR42 RBM42 PRRG2 HIVEP3 MASP1 RAB3IP HP1BP3 ADGRE2 SLC35E1 WDR24 APOL2 FEZF1 AJUBA DAD1 ASH2L TTI2 ERMARD SAT1 GTPBP3 FUT5 GDF15 MED18 AAR2 PPT1 ABCB7 RPL27 VPS25 UBE2D2 CCT6B RAF1 EEFSEC COQ3 JCHAIN POLR3F IGHMBP2 CTNNBL1 BHMT2 USPL1 PEMT DSTYK TMCC2 LARGE1 C12orf29 SBF2 COX16 ANO3 SPOCD1 FADS2 TCN1 GGACT ERCC5 WDR36 TAOK3 USP30 ADGRB3 PHF21A ATP5MC2 ITGA7 BLOC1S1 EGR4 COG2 MRPL44 DOCK10 MED4 SRSF1 TACO1 C9orf78 USP20 BAAT HEMGN LMX1B ZSCAN9 CMTR1 TUBB2B VARS2 PRCP TGS1 YAP1 NDUFAF1 KNL1 TUBGCP4 STRA6 GTF2B SLC3A1 DNAJC13 FAM149B1 ASCC1 SECISBP2L INTS14 SEMA7A FAM13A BBS7 CCNG2 GSTCD INTS12 GUCD1 VPS33A ABHD13 CUL4A PTGR2 COMMD4 HMG20A MAN2C1 IGF1R PML CELF6 CRTC3 CDR2 MED9 COPS3 SPACA3 ABCA8 CLTC C18orf21 WRAP53 TBCD ELAC1 SLC39A3 VAV1 CCDC97 IFNAR1 WTIP PSMB6 NOSIP CFAP74 ITGB3BP MTF2 TIPRL TMCO1 ADCY10 NUF2 RGS5 HDGF TOR1AIP1 LYPLAL1 TARS2 MCL1 ANP32E GABPB2 EIF2D SNAP47 CNIH3 CALM2 WDPCP RALB FBLN7 LNPK COPS7B MARCHF4 TMEM44 RUBCN CCDC39 ECE2 PLAC8 RPL37 OSMR SSBP2 GIN1 PPIP5K2 MEGF10 GLRA1 N4BP3 CPLX2 ZMAT2 PHIP WTAP ZMYM4 NCAPG2 OGT SNX12 MFHAS1 DOCK5 LRP12 NFIB WDR31 REXO4 GTF3C5 ASB6 CIZ1 DPH7 FRA10AC1 TUT1 SSRP1 NCAM1 VPS51 ALDOA TLCD3B KLRF1 ITGB1 MIA2 PTS FREM2 RILPL2 UBC C12orf45 TMEM263 AKAP6 NDUFC2 NEK7 MFSD6 CENPU ACSL1 GEMIN6 SPOCK1 PFKM SAR1B ACOXL FAM81B TMEM251 CMTM7 UBP1 TRIP12 FBXO36 ENPP3 MIA3 BUB3 ATP5PF GABPA PPP4R1 ANKRD40 ZKSCAN2 FAM126B DPY19L4 ATAD2 NSMCE2 ZNF689 ADGRG4 PDE6D EIF4A2 SEC13 SLC6A1 RBPMS HTR5A AP3S2 PAFAH2 MRAS SLC13A3 H4C8 MITD1 SNX29P1 ZSCAN12 CCAR2 PAXBP1 ADPGK ADIPOR1 ZNF233 CALM3 SSU72 PDXK CFAP410 FAM207A MCM3AP C9orf116 ZER1 MFSD12 PLXDC1 SIGLEC16 WDR90 SLC25A45 RPL29 LZIC TMEM82 IL23R ZNF326 NCSTN SLAMF6 CAPN2 MRPL55 ARL5A CCDC74A COQ8A ALPI HELQ MRPS18C SLC22A15 TRIM46 KRTCAP2 TMEM79 STK36 SERPINI1 CCNL1 RPP14 MTHFD2L SLC4A1AP ZMYM6 TMEM41A ATRIP CAMKV DUSP7 TMEM144 NDUFAF2 CMBL ANKRA2 UTP15 WASHC5 STRBP STOML2 DEUP1 MARCHF8 TAF3 GHITM TSC1 GFI1B BMS1 ERICH6B SMCO2 SPRED1 CKB BTRC SENP8 ALKBH3 FAM227B IFTAP LEO1 MCM7 AP1G1 PCLAF PLIN1 DCTN5 PLK1 STAT6 MBD6 TRUB2 COQ4 ISLR2 FBXO22 SMG8 KLHL26 PROCA1 LAIR1 LAIR2 PSCA CYB5D2 RCOR2 ZNF558 MIS12 TMEM68 E4F1 KCTD5 CTNNB1 COPS6 DDIT4 ZCCHC4 POLR2J3 MPLKIP LINC00917 BDKRB2 ATXN2L HEXIM2 TMEM223 ADAM18 STX18 TPTE2P5 MFF CPLX1 ZBBX ASMTL LMAN2 SLC50A1 MRPL1 SLC33A1 PTK2 METTL15 DUS1L GPS1 RFNG PDCD6IP GABARAP CDK1 UBB ARMC10 RNF34 TRIAP1 MBD3L1 FAM98B ZDHHC16 EXOSC1 ZNF561 NLRP5 FGA SPSB1 SPATA5L1 GATM ZNF540 ZNF570 PTEN RPS7 TVP23B ZNF217 JMJD1C ZNF554 MOB3A MTBP TEFM MRPL13 PAIP1 ZNF131 ALG14 GNB2 PRSS27 COPS9 SP3 LIPM ZBTB21 PEAK1 NMNAT1 SUSD5 TOMM20 ENDOV KCNH6 ZNF791 C16orf91 PRPF8 SNHG11 LIG4 ZWILCH RPL4 C12orf76 BBS1 CMKLR1 YIF1A NDUFA11 FBXW8 ANKS4B BANF1 PTPN2 EIF1AD CCDC14 SUGCT AURKAIP1 HOXD8 IP6K1 SSNA1 RTTN ANAPC2 CYCSP34 WDR25 MIR7-3HG TOB2P1 CASKIN2 BEND2 TIMM22 RABEP2 HASPIN PGBD5 GBA AGTRAP SRRM3 ZNF518A GRB2 DMAP1 PLEKHM3 ERBB4 DPY19L3 PFAS TPRX1 CTC1 EDC3 PTPN11 NLRP8 PDXDC1 DCTPP1 PSTK FAHD1 FGD6 ZNF609 ARHGAP45 SLC36A4 ZBTB20 RFX7 SNRPE FAM89A TSEN54 UBA7 YBEY NPLOC4 CSGALNACT2P1 TSPAN10 TTC3 ANXA2 EWSR1 GPC6 LINC01547 CCDC125 CCDC159 SF3A3 TREX2 KLHL25 GUSBP1 TBL3 CHEK2 TUBA8 LIN9 TOB2 TRBV21OR9-2 ADAP2 SNRNP35 OLIG1 HDDC3 FAM167A-AS1 CDCA2 ATL3 DYNLT2 OSBP2 RBM33 WT1 SEMA4B INTS5 MRPL30 FAAP100 MRPL40 BRWD1 SMIM23 EVI2B LAMP1 ZNF529 GSAP HTR3D CYP2R1 CYP4Z1 ZNRF1 MST1P2 CYP4F3 HEXIM1 EXD3 VMAC ZNF490 COL4A5 ZC3H6 CENPP IFNA2 ACTBP11 C19orf54 NOXA1 KCTD21 ADAT2 HMGB1 SYCP2 RPS2P4 RYR1 SUPT5H ZNF569 IPO4 WNK3 TOMM7 TRPV1 SNHG17 MAML3 H2AC11 SCN8A ARHGEF12 TMEM26 METTL9 ZSCAN25 LCE1C PCBP2 ZNF165 MRPL21 ZNF786 STMN3 COL4A6 EOLA1 CDC42SE1 RPS26 LHFPL5 RPL37A EME2 KLHDC1 ZNF780A ZNF181 NOL8 ZNF335 TFDP1 SDAD1 PIM3 TMA16 TLK1 CCDC69 CALM1 TAFA2 MT-ND6 MTCO3P12 SCAMP5 FOXJ3 TSEN15 LTN1 CAPZA2 MT-ATP6 APRT SMG5 RNA5SP491 RNU6-1059P RNA5SP399 RNU6-944P RNA5SP232 RNVU1-3 RNA5SP433 RNU6-312P RNVU1-6 RNU6-294P RNA5SP190 RNA5SP117 TATDN3 GDI1 EFCAB7 GGTA1 ASAH2B LRRC37A5P TSBP1 PSORS1C1 DDR1 PPP1R11 C12orf73 E2F4 OR52E6 ATP6AP1L C21orf62-AS1 RNU6-38P RNU1-52P SNORD59A SNORA14B RNU6-393P RNVU1-15 RNU6-901P RNU6-19P RNU6-59P RNU6-33P MIR606 MIR194-1 MIR7-3 MIR548AA2 MT-TF MT-TA MT-TN MT-TC MT-TY MT-TS1 MT-TK MT-TE MT-TT SELENOH MT-RNR1 IGLV4-60 TRGV4 MIR764 RNU6-1106P RNA5SP91 RNU6-1009P RNU6-131P KRT18P68 PPP1R14BP5 NPM1P50 HEXA NDUFS3 EIF1P7 GTF2H4 PPM1N WEE2 ALG3 C17orf67 ANKRD36BP1 HNRNPA3P3 CDIPTOSP ARHGEF28 AC141586.1 AKR1C7P TMEM242 TMEM167B CROCCP2 NUDT19P3 AC009403.1 SP9 RPL31P33 TENM3 ZNF579 FAM228B OR7E104P MIR1302-3 MIR548H2 AP4M1 PPP2R2A RN7SKP59 RNA5SP261 RNA5SP60 RNU5A-5P MIR1538 RN7SKP112 CALM1P1 RNF14P4 EEF1A1P8 SMPD4P1 EPB41L4A-AS1 DNAJC27-AS1 RPS23P10 AC073508.1 TMCO1-AS1 CDCA4P2 LINC01886 THRB-IT1 LINC01691 RPL29P12 JPX TREML5P LINC00431 GRPEL2P2 RPS3AP51 RPS26P56 C12orf77 RPA2P2 ENTPD1-AS1 EEF1DP2 OR7E101P WDR11-AS1 KLLN LINC01068 SNAP25-AS1 RPL3P2 GEMIN8P4 MT-ATP8 LYPLA2P1 PCAT6 LINC01201 WEE2-AS1 LINC01981 PES1P2 ITGB1-DT SKP2P1 XIST DUTP4 ISCA1P2 SEPTIN7P7 HSPD1P21 AL669831.3 STK24P1 C9orf147 FEZF1-AS1 LINC01349 PROX1-AS1 PPP5D1 LINC01804 NPM1P9 COX11P1 HNRNPA1P25 AC099792.1 MTFR1P1 LINC02613 LINC00396 HINT1P1 RPS23P9 OR7E111P ABCA9-AS1 OR5K2 RPL32P28 RPL37A-DT C4BPAP2 ATG4AP1 SMG7-AS1 TRGV2 NKAPP1 LINC01719 MTIF2P1 ZNF529-AS1 DCUN1D2-AS RPSAP14 RBPMS2P1 MAPKAPK5-AS1 JRK FAM83C-AS1 TIPINP1 ST13P2 GAPDHP31 CPB2-AS1 RPL21P30 TMEM147-AS1 PPP1R9A-AS1 MFF-DT SNX25P1 FABP5P15 IMPDH1P4 SMG1P1 TTN-AS1 ITPK1P1 TUSC8 ZNF101P1 TRIAP1P1 AHCYP2 RNU7-148P SNORA13 RNU7-38P SNORD4B SNORD54 RNU7-27P RNU7-24P HNRNPA1P26 NME1 RN7SL507P RPL7P24 ARGFXP1 PPIL3 RN7SL328P SUCLG2-AS1 SNRPCP11 LINC00893 HNRNPA1P24 RPS2P25 RPS4XP19 RPL9P28 MUC20-OT1 BMS1P4-AGAP5 BMS1P4 EIF6 RN7SL392P RN7SL293P RPL12P21 LINC02050 VN1R105P RPL31P61 STMP1 MRPS31P5 RN7SL19P DNAJC25-GNG10 RN7SL47P GABPB1-AS1 NEAT1 UBE2D3-AS1 AP000802.1 STX18-AS1 MTND5P11 PDLIM1P4 LINC01411 OSMR-AS1 MRPS31P4 STK32A-AS1 LINC01596 LINC02436 PRODH2 GLUD1P3 TRBV21-1 RNU6-27P RN7SKP219 RNU2-31P RNU6-232P TUBAP7 CERNA3 LINC01933 EIF2S2P6 SNRPCP14 BORCS8 STX16-NPEPL1 BCAS2P1 HTD2 CYCSP27 SNRPCP5 BRWD1-AS2 VDAC2P2 KRT8P11 AP000439.2 ITFG2-AS1 ARPC3P3 SRSF3P1 GATC PPIAP45 CHURC1 AL132780.2 CEP95 AL359317.2 MTCO1P2 LINC02332 GTF2IP22 NDUFC2-KCTD14 LINC02345 PLCB2-AS1 AC046168.1 KRT8P24 DNM1P38 AL050341.2 HEXA-AS1 AC009021.1 AC009107.2 SPINT1-AS1 ATP2C2-AS1 AC073878.1 SCRT1 RNF213-AS1 AC025682.1 PDLIM1P3 RN7SL819P ZNF236-DT MIR3117 MIR5188 PDLIM1P2 ARL2BPP1 NCOA4 AC067852.2 AC011444.1 ZNF561-AS1 AC007773.1 LINC00868 AC007192.2 OR7A18P TRMT112P7 AL390955.2 ARMCX5-GPRASP2 LINC02104 H3P42 SNX29P2 KMT2B DCP1A TMEM167B-DT NOL12 MIR6514 RNVU1-27 RNVU1-19 RN7SL322P LINC00869 VWA8-AS1 MALLP2 LINC02341 ZMYND11_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZMYND11_TARGET_GENES MBD3 KAT6A MFSD11 NFAT5 EEF1D MOB4 NFYB GTPBP3 SLC39A11 YAP1 ARL6IP5 PTGES2 TADA1 RPL8 SRSF2 JMJD8 CDK1 GRAMD2A SMG1P3 MT-ND4 SNORD68 MT-TP MIR1538 SNORA17B PTBP1 CTNNA1 TCF3 ACTB OAZ1 COL1A1 ARHGDIA SDK1 VANGL2 MIDN CDT1 RPL13 ECI1 STAT3 HNRNPA0 FAM230G MT-CYB MTCO3P12 AL669831.3 PTGES2-AS1 B3GALT4 PPP1R35-AS1 MTND5P11 AC034243.1 NDST1-AS1 NBEAP1 MRPL12 MTND1P15 MIR6821 E2F5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F5_TARGET_GENES LASP1 RBM6 VPS50 ST7 DVL2 UPF1 IFRD1 LUC7L CRAMP1 E2F2 RPS20 PTBP1 MBTPS2 CALCOCO1 MDH1 XYLT2 AGPS SLC45A4 RNF10 ERP44 DEPDC1 NR1H3 BRD9 SNX1 RABEP1 HMGB3 ARID4A PNPLA6 PIAS1 DEPDC1B CLEC16A AP2S1 RAD51 NOP58 SZRD1 ZNF280C SEC61A1 ZC3H11A GATB VMP1 SEZ6 NTHL1 SLK CYB5R4 RHOA IFT80 TRPC7 NEDD4 ING3 TRIP13 DAZAP1 CHFR MCM2 CA12 NUP37 TIMM21 ZNF37A RAB7A MCM6 REXO2 ACTL6B UBE2T DYNC1I2 FGFR1 TULP3 GNB1 KIF22 SCGN CLDND1 NDC80 MEF2C UBA5 STRADB KAT6A ITGAE CTTN RAD54L ZW10 ATXN7L3 METTL2A ALG6 TPX2 SNX5 PXN HEPH BIRC5 ZNF268 USP48 ORC6 DPYSL2 MADCAM1 TRMT2A RANBP1 MED15 CABIN1 SNRPD3 GRK3 MCM5 SYNGR1 RANGAP1 POLE2 CDKN3 VTI1B PPM1A CEP128 HIF1A VRK1 PSMB5 ARHGAP5 MRGBP HM13 TM9SF4 E2F1 METTL4 LPIN2 ANKRD12 AMMECR1 UBL4A KPNA3 NUTF2 CENPT TSNAXIP1 CTCF ZNF821 VAC14 SMPD3 TSC2 FBXO31 GSPT1 RPGRIP1L CCP110 DMXL2 SCG3 DNAJC17 FZD3 GDAP1 GFUS MCM4 NUCB1 TLE5 MED25 C19orf53 VRK3 C19orf44 NOP53 CARD8 PDE4C ATP13A1 CPED1 PTCD1 EIF4H ATE1 LARP4B MTMR4 RNF167 SLC25A11 MRPL27 TMEM33 CHIC2 NEIL3 C11orf58 RPS13 MAGOHB FOXM1 SLC38A1 CHPT1 HINT3 FBXO5 KCTD20 MCM3 ZNF451 E2F3 ALDH5A1 TFEB FBRSL1 RNF130 CLINT1 TXNDC15 TTC33 SMC4 NPRL2 CYB561D2 GNB4 PODXL2 CENPA AUP1 HTRA2 STAT1 HSPE1 IL18RAP FHL2 STK25 TRAK2 TCEANC2 TMEM59 PHF13 LAMTOR2 MYCL RPF1 RAB29 B4GALT2 TMED5 STMN1 CENPF SPCS2 MYB FBXL5 NEK6 DENND1A LGALSL CUTC ARMH3 NUDCD1 MASTL EPC1 KBTBD7 FAM53C APAF1 RNF170 NCAPH PDS5A CCDC18 SPINK4 ZWINT PKN1 TRIR NCKAP1L SMUG1 STIL INHA ZNF45 RPP40 EMC3 HROB GRK4 MIF4GD BARHL1 SYMPK ZNF133 MGME1 FAM110A MAX TMEM115 XRCC3 TUBGCP3 SCAF1 DLGAP5 ZNF484 COX7C GFER FBXL16 SMARCA4 PNKD DGCR8 MINDY2 KNSTRN DUT ARPP19 PSMA1 SPCS3 MIS18BP1 SGO1 MAU2 CBFA2T3 PRKCSH ACTN4 UNC13A SSBP4 SULT4A1 UBAC1 ZBTB46 ZNF337 EXOSC2 UCK1 ZNF331 GINS2 COX7B HAUS8 MRPS25 RBSN SLC6A6 C1orf159 TOP2A FAAP24 TBC1D8B LARS1 ARNTL VHL ACP2 CDCA8 BICDL1 CCDC146 ADGRB3 SYNCRIP PAN2 ESPL1 ACVR1B MDM2 TTLL4 DNAJB2 BORA NMT1 KAT7 BIN1 IMP4 YME1L1 TOR1A CDK5RAP2 ZFP37 USP20 ARHGEF39 TFAP2A TCF19 RAB30 PRCP ALKBH8 THUMPD2 CENPO DTNB KIF20B EXOC6 SMARCAL1 FASTKD1 PPCDC ZGRF1 HNRNPD NUP54 GUCD1 ALG10 TPH2 TMTC3 BRCA2 STON2 MFAP1 UBE2Q2 HMG20A USP3 CELF6 FANCI FTO MAP1LC3B RANBP10 NPEPPS WRAP53 ARHGDIA BRD4 SLC39A3 TPGS1 SH3GL1 ERVK3-1 ZNF473 NOSIP MTF2 STRIP1 NUF2 RGS5 GALM WDPCP TPRKB HSPD1 ANKMY1 COPS7B FANCD2 CCNA2 FBXO38 BOD1 ANO7 MTFR2 CCZ1B CDCA5 LUC7L2 ZNF41 SNX12 ZNF185 TACC1 FAM83A COMMD3 MKI67 HIKESHI CHEK1 FEZ1 TBX6 ALDOA TLCD3B VIPAS39 ACAD8 THYN1 SAV1 RABGAP1L FAM168B SPC25 PDE3B NADK2 CDYL HNRNPU RPIA IMPACT ABCA5 LONRF1 SKA1 EME1 VOPP1 PTPRN2 SLC7A7 DCK FAM122C TBC1D31 PRR14 SASS6 LHFPL4 BUB1B NTAN1 ST3GAL2 CCNB2 PANK4 MEGF11 PAFAH2 BABAM2 FANCC CDC25C H4C8 GPAT4 DEDD TOMM40L CCAR2 PTMS GPBP1L1 TMEM69 CHCHD6 CTBP1 ZNF235 CALM3 RALGDS TOR2A SPTBN4 CRTC2 GBAP1 AP2M1 IKZF3 RACGAP1 SYCE2 LEMD2 TEDC2 LYSMD1 SCNM1 ARHGAP25 POGLUT1 ARPC2 NFASC CCDC191 KIAA1143 FYCO1 SNIP1 RFC4 BDH2 ZNF589 SAP30 SLC35A1 PI16 INTS1 SLC4A2 SNAPC3 ANKS6 ZHX1 ATP7A MELK HECTD2 DDIAS AKR1E2 ABRAXAS2 NSD1 BTNL9 METTL3 ZFYVE1 CEP295 TCP11L2 IKBIP ZFYVE19 NOLC1 SGPL1 APBB1 NUDT13 XRRA1 MCM7 TK2 CENPV CIAO2A FAM111A C18orf54 PLK1 MARS1 DOLPP1 RRM1 FN3K PPP2R3B VKORC1 ANKRD11 TMEM145 TK1 CCDC88B PBK KIAA1586 GNG4 CDC40 STAT3 ADAM9 USP39 TMEM150A MAT2A ZNF354A CRADD TM2D2 METTL15 FASN DUS1L ZNF32 HNRNPF CSGALNACT2 OTUD7A BRD3 UBE2E3 CHRNB1 SETMAR NFXL1 KBTBD2 KIAA0232 SHCBP1 CANT1 PPID S100Z TCEA2 RHNO1 RRM2 SCG2 SHLD1 ORMDL3 GTPBP2 MRPL52 CFL1 DCAKD ARV1 LRFN4 STAT5B UBXN2A DDX23 STARD6 LARP7 PTDSS2 PDIK1L PPM1E CKAP5 CENPS TMEM70 PLEKHF2 TMEM39A TCP11L1 ATAD5 ZBTB8OS LMNB2 ACSF3 RUFY1 PXMP2 THAP4 FBXO46 CCDC71 HASPIN ACAD9 SRRM3 SOX12 C2orf69 GEN1 TMEM11 P4HTM MPI AURKB FARSA EDC3 PXT1 SIGLECL1 GVQW3 RAB39A PCED1B PIPOX PCBP1-AS1 RNF227 EMC3-AS1 RPH3AL FANCB AMIGO1 RTKN2 RAD51B UBE2E2 AP2A2 MACC1 CHEK2 LIN9 IQGAP3 ACTG1 CDCA2 UBE2G2 SUMO3 PTRHD1 NELFA PRMT3 PARPBP AIDA CIDECP1 KIF18B LINC02610 RPS23 NF2 PRR5 MITF DUSP28 SUMO2 PTAR1 FBF1 ZNF573 LIN54 HMGB1 GRM7 ZNF605 MYO6 H2AC11 ZNF239 ZNF585A ZNF420 ZNF785 BLM OGDHL GYPE ZNF615 SPTAN1 LHFPL5 ZNF84 ZBTB14 ZNF649 MIER1 AFDN-DT RPL23A ASPH CEP290 TEX45 SCAMP5 CHAMP1 ATG9A MFAP3L RNA5SP324 CENPW ZYG11A SNHG32 CSNK2B GPANK1 MZT1 ZNF155 SPIRE2 CFAP99 SYT3 QTRT1 AC019080.1 SMIM30 C19orf38 EML6 IFRD2 UBXN2B AC141586.1 PEX26 LINC02068 C9orf135-DT AC064875.1 RABGAP1L-DT ZNF341-AS1 SGO1-AS1 MYO3B-AS1 LINC02777 AC005083.1 AC092171.3 LINC01287 C19orf81 NUCB1-AS1 AC087294.1 AC127070.1 LINC01056 FAM200B ATP5MF LINC00996 RAD51-AS1 RAB30-DT CSTF3-DT AC011346.1 LRP4-AS1 PCED1B-AS1 LINC02268 MEF2C-AS1 ATP5MF-PTCD1 ZNF436-AS1 CENPS-CORT MALAT1 CERNA3 ALG1L13P LYN LINC02696 HMBS ZNF225 ZNF350 CNPY2 RTEL1 RCCD1-AS1 ZHX1-C8orf76 AC027682.1 KDM7A-DT C16orf95 LINC01898 MIR4515 MIR4736 MIR5093 MIR4766 LINC00663 AC005775.1 AC079466.1 ZNF56 CALR3 RPARP-AS1 COMMD3-BMI1 SAP30-DT CSGALNACT2-DT H2AC16 SRCIN1 AL354696.2 ADORA3 AC005394.2 KDM7A CCDC124 SYN1 CDK11A MAPK8IP2 UBE3C COX15 RALBP1 UBR2 IKZF2 GAB2 ADSS2 CP USP28 TRAPPC3 CTDP1 WNK1 BTBD1 ZBTB11 VPS35 SLC44A1 SEL1L FBXW11 GRAMD4 TMEM131 UNG RUNX1T1 RBL1 DLGAP4 PHLPP1 PDS5B STARD7 SSH1 NOP14 GP6 CPXM1 SLC17A6 SORBS1 TMED1 MYO9B MARCHF2 CECR2 PATZ1 HSCB TXN2 TNRC6B DESI1 AHSA1 RIN3 ZFYVE21 NELFCD CHMP4B VAPA TBL1X WDR13 EEF2K USP31 VPS35L HERC1 SPG11 CALB1 SNX16 TULP2 DOT1L OAZ1 AKT2 YJU2 BABAM1 ZNF175 USF2 SUGP1 NMRK1 CDH23 STN1 FBXL20 UBTF NSD2 SLC35F2 TCIRG1 CAMKK2 IL23A KRR1 CHD4 ACRBP CDCA3 RIC8B WASF1 HSPA9 LMNB1 ARRDC3 NR3C1 LIFR STC2 CCDC88A MOB4 NFE2L2 BCAS2 C1orf109 IPO13 CASP8AP2 PTBP3 INVS DNAL1 ENY2 SEPTIN7P9 FAM117A CEP89 TMIGD3 SHLD2 TRMT13 WWP1 NEUROD4 NFE2 SARDH OBSL1 NCOA5 STAU1 PPP4R1L PCK1 H2BC11 MAD2L1BP FAM193A PPP1R12C LRRC61 F2RL3 AAMP TNFRSF19 MOSPD2 AFDN TMEM160 PLXNA3 KCNC3 DIAPH1 THAP1 WBP2 BTBD3 MMACHC RFC3 MYO18B CA1 GRHL1 AGO4 COL4A2 OSTF1 AKIRIN2 PHF21A AHI1 KCNK1 EPC2 TBC1D4 SRSF1 CCDC115 TMEM14B FCHSD2 THAP12 NUMA1 TRIM29 RMDN3 ZNF280D ACTR1A CCNG2 INHBE DIAPH3 ARMH4 IGF1R PCSK6 CLTC FEM1A RPL13A RCN3 ZNF614 RERE SERBP1 ZNF687 ANP32E SYT14 TP53BP2 EFNA3 TTC13 CDCA7 UBR3 MARCHF4 TCTA GPR6 TMEM181 SDK1 ZCCHC7 GLUD1 SLX4IP KAT14 GPR158 QTRT2 TIAL1 AHCTF1 FRMD1 CMIP PRKCA BUB3 ELOC CCDC174 CXXC1 CCDC144CP CFAP161 TSPAN7 KCNS2 ATAD2 PDE6D HTR5A GAREM2 KCNB1 AHCYL2 B4GALT3 ZFYVE28 CARMIL2 HSF2BP RRP1B SIK3 UBE2Q1 ADCY9 ZFPL1 TAL1 RBBP4 TSSK3 SMC6 CWC22 ANKZF1 RYK KIF15 TPRA1 YEATS2 HMGB2 ANXA5 ACSL6 CDK5 NUDT2 ZNF367 KBTBD6 VDAC2 SVOP GPT2 BTRC PKD1L2 ATF7IP2 CLPX NAB2 RCCD1 PHB CDK12 ZNF444 HOOK3 ATG4B FAM178B XPO6 KCNAB1 APLF KLF13 PRKCE RBKS CHD7 CLSTN1 SPATA5L1 NINJ2 BSG BANP PEAK1 KCNH6 TTC9B VCPIP1 EIF3F PCSK1 CSTF3 MIR7-3HG POLE TIMM22 GBA RPS27 STAP2 OPLAH PACS2 SCRIB ADO IZUMO1 AFMID GPR19 CCDC159 GTF2H2C UTP11 PGP CMSS1 KCNK12 PRKD1 PTP4A3 STING1 OSBP2 H2BC13 UBE2L3 RXRA MAPT PTMA IFT140 AC091057.1 SBK1 H2AX FBLL1 TMEM201 ZAR1L NOXO1 SIAH1 MAN2A2 TCF4 H2AC13 CTBP1-DT CCDC151 TFDP1 QRICH1 UCKL1 HMGN2 C1orf174 RNU1-108P RNU5D-1 RN7SKP245 VTRNA1-3 SNHG5 ZBTB12 CCHCR1 C9orf135 FBXO48 SLC48A1 RPL17P41 CSNK1E FAM185BP AP4M1 RN7SKP168 NRSN2-AS1 CADM3-AS1 ATE1-AS1 CHCHD2P1 BSN-DT SNAP25-AS1 HCG20 XIST PPP5D1 PET117 UBE2E2-AS1 STXBP5-AS1 ZSCAN31 AL391832.2 TCAM1P CCDC137P RN7SL824P LIFR-AS1 AC090515.2 ZNF84-DT DIAPH1-AS1 SRD5A3-AS1 RDH10-AS1 GYPB LMNB1-DT NIFKP7 RNA5SP404 AC090200.1 AL157756.1 AC100858.2 ZNF10 TMPO-AS1 PSMA3-AS1 FNBP1P1 ARHGAP5-AS1 TMEM179 ANKRD34C-AS1 IRAIN AC023355.1 CRTC3-AS1 PCSK6-AS1 AC106820.5 LINC02252 SCRT1 AC022211.2 MIR4729 MIR4470 MIR3124 MIR4710 AP002478.1 LINC01929 AC011476.3 AC015936.1 HNRNPA1P52 HSPE1-MOB4 KMT2B HNRNPD-DT NPEPPSP1 MLLT6 DUSP14 CCDC163 MAD1L1 ZFX GTF2IRD1 MPND FUZ SCMH1 RTEL1-TNFRSF6B CTNNA2 TGFBR3 ATP2A3 CTTNBP2 NKAIN1 PPP1R15A ADD1 ASAP3 SLC8B1 HDAC6 ADNP GATA1 NPRL3 LEPROTL1 KCTD9 CACTIN HPN CHCHD2 ACBD5 PIGL NAGLU HDAC5 VTN PHF12 EHD1 C11orf21 SOX6 SELPLG IL1R1 ARHGEF2 NRDE2 NPPB LINC00029 MKKS ZNF436 CCDC136 SEC14L1 TMBIM1 VILL HEMGN FAM222A FGF7 CPNE2 SLC14A1 TP53 FBXO15 CACNA1A REN NYAP2 GLRA1 CPLX2 TTBK1 ST18 USP6NL GRM1 PIK3AP1 MIDEAS UBQLN4 BROX EOGT ALB PLSCR2 TKT RHOBTB3 NOS3 IFI27 NNMT YPEL4 NEMP1 PLAAT5 IRF2BP2 ACOX2 GCSAML FOXA3 FPR1 ZNF217 CLP1 MUS81 RNF213 SH3BP5L UBE2O SEC24C SAMD9L HTR1A HCLS1 ST20 LSM10 ADGRG3 WT1-AS MANEAL FNBP1 HMX3 LINC01560 OR51A6P STMN3 MAK16 SNORD48 RNU6-169P RNU4-2 ATP6AP1L MIR7-3 CPLX3 LINC01521 ACSM4 H2BC16P SELENOKP2 SLC12A8 RNU2-17P RNA5SP60 RN7SKP91 RN7SKP192 LGALSL-DT CFLAR-AS1 LINC01433 HMGN2P34 LINC02543 UBE2V1P4 ZFX-AS1 SNHG20 FAM237A AC091806.1 LINC01424 LINC01732 SNORD42B SNORD54 NSMCE1-DT LINC00964 WWC2-AS1 RNU6-218P AC015468.1 AC083973.1 PRKDC ZBED6 Z83847.1 CCDC92B NDUFV2-AS1 MIR4706 CARD8-AS1 NBPF12 RNVU1-27 BANCR SIX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SIX1_TARGET_GENES MEOX1 TMEM132A SPATA20 DNAJC11 MPND PTBP1 SEMA3B NCDN ADGRA2 GRAMD1B DEF6 AGPAT4 USP2 ANO2 COL9A2 TBC1D22A YBX3 GPC1 OAT PDIA5 FAM107B FGFR2 ATP11A SRBD1 PFN2 LIMS2 SREBF1 SCARB1 LLGL2 SEMA3C ADD2 SART3 ARHGAP15 ACACB RAPGEF3 CARMIL1 EPB41L3 REST EFR3B HADHA HSD17B14 METTL2A FKBP1A YPEL3 RGS17 NUP50 NRP1 MYH9 SIX4 CHD8 NKAIN4 ARFGAP1 TLDC2 CENPT AP3B2 ZC2HC1A ARMC1 DOT1L MEGF8 ZNF175 EZH2 MEOX2 GLI3 PRKAG2 EIF4H CORO2A MPDZ PPP3CB BMPR1A KAZALD1 ZMIZ1 ALDH3A1 COL1A1 RND2 PRKAR1A UNC119 MAPK10 CPZ FBXW7 FNBP4 EXPH5 COQ5 SLC11A2 COPZ1 ATN1 SASH1 UST BACH2 ST8SIA4 LIFR SMC4 TFDP2 FRMD4B EPB41L5 ACVR1 IGFBP5 COX7A2L FARSB ICMT HDAC1 C1orf54 HS1BP3 ATL2 GPAM MAPK8IP1 ACVR2A SV2C NFE2 STAU1 PMEPA1 GZF1 LRRN4 SIX1 DOCK4 LRRC17 PDE11A TTBK2 ALDH1A2 SEC14L1 ZNF331 RAB11FIP4 DIAPH1 TPT1 LARGE1 MBD2 LPIN1 ANO3 RBM17 CABLES1 ANKRD6 CEP350 TMEM127 DAB2IP ARRB1 SYTL2 RDX SMAD6 SEMA6D KIF11 CARF WDR12 CILP ARHGAP24 FAM13A FRAS1 SHROOM3 LEF1 B4GALNT3 ETV6 SINHCAF COL2A1 GLTP ACVRL1 VPS37B CDH24 FRMD6 ETFA TPM1 IGF1R ARRDC4 BBS4 GALNS PRELID3A GNAL WRAP53 TP53 TTYH2 SLC39A3 IFITM3 KIAA0319L SLC44A3 MPC2 CNIH3 PARP1 EPHX1 HES6 TENM2 CDKAL1 SSC4D PXDNL LRRC27 PTPRJ C11orf52 TMC2 ITPR1 ANK3 DLG5 AKAP6 USP12 NADK2 DDX4 RBMS1 ADPRHL1 CNKSR3 UCHL1 CXXC1 LARP1 GALK2 FAM81A DZIP1L PSMB4 PSKH1 LSM12 ZNF496 PPP1R21 PIGR REL C1QTNF7 ELF3 HDAC11 WDFY3 PLXNB1 HPGD SERINC5 GPR146 GPER1 GBX1 OXGR1 GABRB3 TMEM100 NDST2 MC4R HTR3A NAV2 ART5 PPP2R3B TRAPPC2L CHAF1A NXN THAP11 XPO6 ELSPBP1 CCDC8 NFRKB SIX2 TPT1-AS1 PRKCE COL24A1 CAMTA1 SPATA5L1 GATM GTPBP2 ZNF738 RPL38 ADCY5 GPR151 FKBP2 CHRNA9 CNTNAP2 PCCA DPP10 ALG10B RAB6A ETV4 PLEKHD1 TCIM FIBIN STAP2 P4HTM ARL14 TSHZ1 SMG1P3 CLN8 CRIP2 CADM1 AP2A2 PCBP3 B3GALT5 SEPTIN9 B3GALT5-AS1 WT1 IFITM2 TNFAIP8L1 IFITM1 LAMP1 POLR3C FSD2 ESPN TTC24 CIBAR1 BLOC1S5 C15orf61 ALG1L AFAP1 EOLA2 KRT35 NOL4L SLC22A4 DDI2 C5AR1 COL13A1 SULT1C2 YTHDF2 C2CD4A CALM1 ABCA4 DCAF12 MIR361 STUM BRD2 HLA-DMA IGFL4 LRRC30 TMEM200C ANKRD28 SLC48A1 KRT18P12 FAM240C H2BC16P TENM3 AC110619.1 PPP3CB-AS1 FANCG CCNL2 RNU6-920P RNU5E-9P POU6F2-AS1 LINC01708 MRPL20-AS1 LINC01645 LINC00337 MIAT RPL21P92 NUP50-DT ISCA2P1 FKBP14-AS1 SPECC1P1 LINC01185 LINC00687 USP12-AS2 MRPS9-AS1 LEF1-AS1 SEMA3B-AS1 CNIH3-AS2 ARHGEF7-IT1 LINC01765 PDYN-AS1 TPRG1-AS1 ZNF736 ELF3-AS1 AC013270.1 LINC00894 C4orf51 CASTOR3 LINC00903 MGC16275 SLIT3-AS1 LINC01332 GLI4 LINC00923 RNA5SP384 HOXA-AS3 CASC18 SLC7A5P2 LINC02303 AL139193.2 AL359317.2 BLOC1S5-TXNDC5 IQCH-AS1 NSA2P4 LINC01571 MIR1273C LINC01915 STRADA MIR3713 FTLP5 LINC01775 DM1-AS PSMA6P4 PCCA-DT UHRF1 H2AC16 NKILA SCAANT1 CTXND2 TMEM274P TERF2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TERF2_TARGET_GENES ST3GAL1 BTN3A1 VMP1 TBC1D1 SRBD1 ALPK1 IGF2BP2 ACTR6 CDC14A RSBN1 LPCAT2 SNX5 SEMA6A TNRC6B DESI1 CEP128 LILRB1 CPEB3 SUFU TSPAN14 ZNF451 RNF7 CNTRL MTHFD1L UTP20 FAM117A HROB CHSY1 CDK7 SRPK2 NIBAN1 CALCOCO2 KAT7 RSL24D1 SINHCAF PRKACB POU2F1 MANF PTPRO PARP8 ARL14EP GRAMD2B ATP5MPL BUB1B U2AF1L4 C1orf74 CTSS IFI16 LZTFL1 CCDC186 WEE1 C2CD3 INPP5D UMOD PTK2 AKAP13 MTSS1 TRMT61B ATF7IP JMJD1C IL16 KLHL6 KDM2A TRAPPC3L TBL1XR1 CD28 ERICH3 LINC00652 SLC9A9 BCDIN3D RPS19BP1 NUGGC GRM7 ESRRG MRTFA NF1 ENTPD6 RNU1-62P PSENEN PSMB10 TRBV6-5 PPME1 LINC01825 LINC02642 LINC01765 LINC01934 LERFS SDCBP2-AS1 EEF1E1P1 SNX25P1 TTN-AS1 AL391832.2 OR2W3 RPL17P2 WDR86-AS1 LINC01259 CHMP1B IFNG-AS1 LINC02404 TRIM34 BUB1B-PAK6 MIR5194 MIR4437 LINC00653 REV3L PRDM1 DLG1 NRXN2 RIPOR2 ORC2 TTLL5 B4GALT4 PLAAT2 NAV1 YARS1 TMBIM1 SUOX ARHGAP26 ABRACL ADAM33 C8orf37 VPS8 UBR1 SERPINI1 SLC25A46 TLR3 PCF11 CNTNAP2 IQCF2 SLC25A29 RN7SKP9 IGHV3-35 LINC00607 CEACAMP3 AF117829.1 LINC02564 TEAD2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TEAD2_TARGET_GENES DPM1 CYP51A1 AK2 WDR54 CROT IBTK ITGA3 ZNF263 SPATA20 GGCT IFRD1 VPS41 CDKL3 RHBDF1 BAZ1B NCAPD2 FUZ MBTD1 UTP18 RABGAP1 CALCOCO1 MVP POLR3B GPRC5A COX15 MATR3 XYLT2 RALBP1 NDUFS1 TBPL1 ARID4A ABCF2 ASTE1 RPL26L1 ZFYVE16 LSG1 PARP3 CAPG HSPA5 TPR MRPS10 KITLG PTCD2 LIMA1 LETMD1 MSMO1 SZRD1 PKP2 ATG5 STYK1 PIGV SNRNP40 MRPS24 U2AF2 TM7SF3 CDON TAF11 TBC1D22B ASB1 POLR1H GOLGA5 MTFR1 HYAL2 GRIPAP1 PRR11 LAPTM4A ERLEC1 ATP1B3 PIGB RAB27A UFD1 LRP6 PHRF1 TMEM260 RPL31 SMC1A MAP3K13 CLASP1 EED DPP8 SLC24A1 KCNQ2 TIPIN SRI GTSE1 TIMM21 SART3 RBM7 BAZ2A ANKRD13A PPP1R12B DYNC1I2 FAM76B TIGAR HOXA9 VDAC3 TOLLIP CDH17 LIPE RAB21 SMARCA2 SRCAP CNOT4 WDR70 BZW1 ERC1 XPO1 NUFIP1 RPS5 PREP MTIF2 TRIP6 UIMC1 DDX18 RPL6 ANAPC5 CFAP61 GCN1 RPLP0 BRAP FUS ZNF302 NECAP1 MRPS33 ITGA6 TOX4 GEMIN2 TINF2 SNAP23 MYL6 GPATCH2 CDC45 CDC6 AAAS DHPS NANS TBC1D2 SRPK1 ZNF184 HNRNPH3 ABLIM1 RAB18 MYO9B NDUFB7 TIMM13 MED15 TBC1D10A POLR2F DDX17 CBY1 TOMM22 RHBDD3 PACSIN2 ZMAT5 FOXRED2 EIF3D L3MBTL2 SDR39U1 RBM23 CEP128 SRP54 CHD8 PNN IFT52 PFDN4 CSNK2A1 CRNKL1 CDK5RAP1 RPRD1B MYL12A SMAD7 RNF125 PQBP1 CDK16 NDFIP2 FNDC3A MGRN1 MMP15 CMC2 RPGRIP1L CDIPT RNF40 TRIP4 RAB11A RPAP1 ZNF106 DTWD1 GABPB1 CSPP1 ZDHHC2 R3HCC1 ASAH1 NUCB1 PPP1R13L STX10 TBC1D17 IL4I1 PTOV1 C19orf53 PPP6R1 DMAC2 RAB3D DBP TMEM205 RPL18A LSR GSK3A DUS4L CBLL1 OGDH H2AZ2 BRAT1 CPVL EIF3B SNX8 AIMP2 C1GALT1 PLOD3 ZNHIT1 ANKMY2 POU6F2 TSPAN13 AHR BCL7B KDM4C DNMBP DDX50 LZTS2 KAZALD1 GBF1 CPEB3 BCCIP SMC3 SHOC2 CUL2 RPL19 RGS9 RNF43 TUBD1 RPS6KB1 CDK5RAP3 INTS2 ENO3 DRG2 B9D1 DDX5 C17orf75 MRPL27 YWHAE TMEM97 UBE2D3 NDUFC1 TRIM2 UFSP2 HSPA8 EHD1 OSBP CCDC86 EIF4G2 UBE4A ACCS MADD HPS5 GTF2H1 PPFIBP1 MVK CSRNP2 ATP5F1B PTGES3 METAP2 GPN3 CREBL2 SPRING1 VDR NUP107 KRR1 MRPL51 GAPDH CDCA3 COX6A1 TDP2 ASF1A MCM9 SERINC1 SASH1 PPARD MAPK14 WASF1 HBS1L HARS2 MRPS27 BTNL8 TTC1 POLR3G RAD50 C5orf15 PPWD1 TRIM23 TRAPPC13 CPEB4 ZNF346 SELENOK BCL6 SLC25A36 RPL24 UMPS FRMD4B ATP6V1A RRP9 SSR3 NKTR NEK4 EEF1B2 TP53I3 GTF3C2 IFIH1 GCA GGCX COQ10B KDM3A IL1R2 HDLBP SRSF7 PNO1 THADA DHCR24 CACYBP RPL22 PARK7 HDAC1 S100PBP GON4L LAMTOR2 C1orf109 ZNF684 RAB29 AKR1A1 PIK3R3 SLC19A2 PRRC2C UTP25 RSRP1 RPS6KA1 NSL1 RPA2 MTARC2 POLR1G KPTN MYL12B TGIF2 UCHL3 LDAH CCND2 UBE2B DYNC2I2 SET HSDL2 NR4A3 KDSR VPS4B ZC2HC1C EIF2B2 SUPT7L ATAD2B FAM98A IDE WDR11 ARMH3 GOT1 PANK3 MASTL CCDC77 EXOSC8 FAM53C PAIP2 SERP1 ARL1 TARDBP COPS5 AKAP1 BCL2L14 NAA50 ZCCHC17 SEPTIN7 AKR1D1 ECD VPS26A DDX54 CDKN2C GIPC1 CENPK TSFM ATG101 TUBA1B EEF1AKMT3 EXOSC9 ZNFX1 MOCS3 PPP4R1L PCK1 SNRNP27 ATP8A1 ZNF391 CNOT1 TM9SF2 SEPTIN6 POLR1B TRIP10 GPR108 OPA3 RBCK1 STK35 FAM110A ERGIC3 PRMT1 ZNF384 TIMM17B PCNX4 TRMT5 ZNF484 SEM1 PAICS PPAT SDF2L1 ATF4 APOL2 C22orf23 LSM8 STRIP2 KLHDC10 ALDH1A2 DUT ANAPC13 MPDU1 AP1M2 RAB2B AJUBA SEC14L1 ASH2L SGO1 DOHH LDLR PRKCSH MRPL34 RSPH3 RBBP8NL METTL26 SMPDL3B DNMT1 UBA1 HAUS8 HACL1 NR1H2 KIF3A PSME3 RPL27 DIAPH1 KHDRBS3 LRRC41 DHX30 MYBBP1A SEC61G UTP3 ZRANB2 EIF5A SDF2 DAP3 MUTYH AP3B1 CHIT1 GPALPP1 ERG28 MEIS2 REG4 LAMTOR5 SLC38A2 NARS1 RELCH RBM17 YARS1 CDCA8 ARGLU1 ERCC5 CARS2 ARHGAP32 APC WDR36 ISCA1 HAVCR2 MTO1 ORC3 NAT10 EHF MIP CD164 AFG1L PKIB USP15 GNS C2orf49 SCYL2 SUCLA2 MED4 COG3 ITM2B BZW2 TBRG4 HUS1 MTHFS SRSF1 TRA2B VPS45 YME1L1 GARNL3 DPM2 TRMO DNAJB5 ZSCAN9 VARS2 NUMA1 PRCP KNL1 RTF1 UACA TMEM62 TTLL7 PPM1B PNPT1 CENPO LRPPRC ACTR1A KIF11 DBR1 FAM149B1 SMARCAL1 ITGAV MNS1 USP8 SHF INTS14 HNRNPD SEC31A GPAT3 RAP1GDS1 GABARAPL1 SINHCAF TAPBPL PEX5 SCAF11 LGR5 RITA1 GIT2 BRCA2 VPS33A ARMH4 SLC38A6 SERF2 BNIP2 GTF2A2 SRP14 PIF1 PML LINS1 POLG FANCI ABHD2 UNC45A MCTP2 SEC11A FTO UQCRC2 NOB1 BCAS3 SS18 FBXO15 ERBB2 FEM1A DPP9 RPS11 RPL13A EPHA2 CCN1 STRIP1 MPC2 DCAF6 POU2F1 NUF2 RGS5 SDHC MRPL24 HDGF SNX27 SETDB1 MINDY1 ENSA TAF1A UBAP2L SDE2 GUK1 HNRNPLL CALM2 RPS27A MEIS1 SNRNP200 PKP4 NBEAL1 TAMM41 CTDSP1 STK11IP RPL32 EIF2A USP53 RPS3A IQGAP2 GIN1 PPIP5K2 ATG12 ARHGAP26 DDX46 G3BP1 TRIM41 TPBG RARS2 CCT6A PSPH LUC7L2 RGS20 POLR2K EIF3H UTP23 NDUFB9 TATDN1 NR6A1 POLE3 REXO4 COMMD3 RSU1 ANKRD1 PPRC1 EIF3M HIKESHI INTS4 SIDT2 MRPL49 FAU DOC2A TMEM219 LATS2 MIA2 FSIP1 CCT5 ATPSCKMT NOCT DCP1B CSNK1G3 NDUFC2 ME3 FER WWC2 DST MGAT5 GEMIN6 SH2D6 JMY SPEF2 PANK1 GGPS1 SREK1IP1 CWC27 NR4A2 CCDC148 CYRIB RPIA CFDP1 ZDHHC7 NUS1 PPP2R5E MIA3 XPC FLCN DPH3 OXNAD1 CXXC1 EME1 CNOT8 NUP205 PDIA4 LSM11 MED7 CCT8 SUPV3L1 EEF1A1 ZDHHC5 MED19 ZFAND3 PHKG2 MALSU1 ODR4 CLDN12 GATAD1 CCNB2 FAM81A MYO1E C9orf43 UBN2 AP3S2 RAB28 PAFAH2 WASF2 RNF207 H2BC5 CDC25C H4C8 RIBC1 DEDD CFAP298 GART SON PSMB4 ALDH4A1 GPBP1L1 TMEM69 CALM3 PKNOX1 PDXK TLCD1 CCDC12 IER2 MRNIP NAPEPLD PSMC2 PCYT1A DMKN PLXDC1 RACGAP1 LARP4 CXCL16 RNASEK-C17orf49 EIF4A1 RPL26 UBXN1 LBHD1 RBBP4 FAAP20 C1orf74 SPATA17 PPP1R21 TYW5 MAIP1 CLHC1 NUP35 LYSMD1 SCNM1 VPS72 IWS1 DHX57 YY1AP1 TMEM183A TGFBR2 SUCLG1 PRKCI RPL22L1 PPM1L GTPBP8 MTMR14 TTC14 CXCL3 RCHY1 SLC4A1AP FYCO1 SMIM12 GNL3 PBRM1 UBXN7 POC1A WDR82 NAA15 ICE1 PGGT1B F2RL1 NDUFS4 RHOBTB3 UBLCP1 TLR3 GDF9 UQCRQ CITED2 RPS14 CDCA7L MIOS SUN1 OXR1 TP53INP1 PSIP1 METTL2B NOL6 PIGO STOML2 FBXO33 SUGT1 GTF2A1 DDIAS LRR1 VDAC2 DDX21 ZNF219 FRAT1 HACD1 CEP57 TCP11L2 DEPDC4 FAM227B TAF10 RPL27A CENPN LEO1 MAPK7 TK2 BMERB1 PCLAF STAT6 PRR15L CDK12 DUS2 ATP5MG ZNF180 DNAAF3 UBXN6 RILP CD320 MRPL58 TK1 TMEM68 BSCL2 SLC3A2 ATG16L2 ULK4 ANKS3 ZCCHC4 GLYCTK GNG4 POLR2J3 MMADHC PDHB MPLKIP SEPTIN2 CDC40 STAT3 GFM1 DDX19A MAT2A HSPBAP1 ATF5 LMAN2 PCBP1 DTWD2 BTD ZNF747 PDCD6IP ZNF212 PRDM10 HARS1 PA2G4 PFKFB3 STAT2 RNF34 ATF7 PPM1D TRIAP1 GSTA4 PKIA TRMT61B TADA3 SOCS5 MORN4 SCAND1 ZNF524 ETFDH PTGER4 ATF7IP RRM2 SLFN12 ZNF131 BPGM GNB2 MCRIP2 AFF1 TMEM217 RARG CKS1B MFSD4B GLRX GLIPR1L1 MICOS10 PPP1R14B ZNRD2 FKBP2 ZNF622 CHD2 UQCRH PSMD1 TOMM20 EIF1 UBXN2A FBXO45 ZBTB4 SLC16A13 SNHG11 ZWILCH RPL4 DENND4A MSL2 ANGEL2 THAP6 PDE12 CATSPERD ATR SNHG29 MED16 TMEM9B EIF3F MRPL48 SUGCT LINC00476 IP6K1 ZBTB8OS PRR15 WSB2 ANO6 TIMM22 PPFIA3 ZFAS1 PIDD1 RPLP2 DNAJC28 NECTIN3 AP3S1 IMP3 ASB8 WDR6 P4HTM COX5A OPLAH EXOSC4 EXD1 CYC1 ALOXE3 FUCA1 PCBP1-AS1 PDXDC1 FIZ1 ZNF48 ZNF609 MIGA1 H2BC4 CLRN3 PPA1 ST20 C1orf105 NPM1 POLR2A ZBTB2 C5orf24 ADO MRPS11 TDRKH ERCC6L2 CREB3L2 MRPS16 SHMT2 SKA2 NGRN CEP63 EWSR1 CNOT10 AFMID DAZAP2 CCDC159 SF3A3 ASB7 TRMT12 MACC1 GPR39 KMT5A UQCR10 LRTOMT H2AC20 THAP7 NUTM1 H2BC21 PTRHD1 FAM227A NELFA FAF1 ZBTB37 INKA1 SHC4 MORN5 WDR53 POMK POLR3C KIF18B KPNA4 CEACAM19 PRR5 ZNF397 HEXIM1 TEAD1 ZNF546 CHP1 SPRY4 MORN2 ZNF490 COMMD6 CENPP SRSF10 CFAP54 S100A16 UROS NDUFA4 RNFT1 CLDN4 CRYM-AS1 ZNF33A MAOA LIN54 CCDC189 ZNF250 WDSUB1 HRCT1 PPIA LONP1 NCOR2 PRPF40A ANAPC7 HDAC2 ZFP62 PDXDC2P-NPIPB14P H2AC7 FLNA SERTAD1 ZSCAN26 PCBP2 ENTPD4 RAD54B LRP10 IPP PIGN TAF13 H2BC12 S100A6 ZNF121 NOL8 CCDC151 ZNF335 RPS4X TOR4A ZNF770 HSD17B11 SZT2 QRICH1 GET3 TXNRD1 TMA16 MAFK C2CD4A DDX39B TAFA2 CTR9 C1orf174 PJA2 SNORD48 VTRNA1-2 RNU5E-6P TDRKH-AS1 LINC00449 TATDN3 SYS1 DAXX PSMB8 SNHG32 ABCF1 PRR3 GNL1 TRIM40 ZNRD1ASP RACK1 AKT1S1 AC008429.1 UQCC3 C12orf73 C4orf47 C4orf46 C5orf51 SERPINB5 HACD2 RNU6-1 RNVU1-30 RNU6-9 MIR615 SNORD12C SELENOH LINC01089 NUP62 SUPT4H1 MXD3 TMX2 GAPDHP25 CLIC1 RPS29 GTF2H4 LIPE-AS1 AP1G2 SMIM7 TSPAN4 CPNE1 LINC02026 BBIP1 CDIPTOSP CD27-AS1 ALOX12-AS1 DHRS4-AS1 CROCCP2 CKLF RNASEK RNU6ATAC PPP3CB-AS1 RNU2-63P RNA5SP21 LAPTM4A-DT LINC01342 EPB41L4A-AS1 LAMTOR5-AS1 POT1-AS1 TAF1A-AS1 PIGBOS1 BAZ2B RNF207-AS1 LINC00511 WDR11-AS1 DNAJC9-AS1 LINC01635 HDAC2-AS2 SEPTIN7-DT HECW2-AS1 ZRANB2-AS2 THAP7-AS1 CCDC192 SGO1-AS1 NDFIP2-AS1 DLGAP4-AS1 SNHG15 VPS13A-AS1 DHCR24-DT LINC00167 AC016876.1 LINC00513 H2BC15 AC005083.1 DDX39B-AS1 EIF2AK3-DT LINC01952 AC092171.3 FAM133B GAS5 SNHG20 SMARCAL1-AS1 ZSCAN31 AC002310.1 LINC00941 ZNF815P LINC02889 NIFK-AS1 PRMT5-AS1 C10orf143 LINC01275 RBM14 MYLK-AS1 MRPS17 PSMB9 ISY1 YAE1 ARPC4 NECTIN3-AS1 BMS1P4-AGAP5 BMS1P4 MICAL3 MRPS31P5 WDR92 RBM12 GABPB1-AS1 LINC02453 AC008393.1 AC116535.1 UBE2D3-AS1 AC090061.1 SRP14-AS1 RBM14-RBM4 OXCT1-AS1 SMIM31 ARPC4-TTLL3 GLUD1P3 RPL32P3 MALAT1 RNY4 HOXA-AS2 SYS1-DBNDD2 TMEM9B-AS1 BORCS8 DPP3 PDXDC2P EID1 GAU1 AP002748.4 POLR2M PXN-AS1 LINC00944 LINC02454 POLG2 GATC FNTB SCAT2 PSMA3-AS1 CNPY2 FNBP1P1 AC025031.2 AL132780.2 AL157911.1 SRP54-AS1 CEP95 AL132639.2 NDUFC2-KCTD14 ST20-MTHFS AC023355.1 MRPL46 ZNRD2-AS1 AC096734.2 AC069224.1 AC026462.3 LINC02252 AC005837.1 AC124068.2 LINC02168 AC012184.3 ISY1-RAB43 DLGAP1-AS2 RNU4ATAC AP005329.1 MIR3124 RNF115 CFAP298-TCP10L GATA6-AS1 BAHCC1 MIR3646 MIR4512 MIR4766 MIR4754 MIR4757 ATF7-NPFF RNFT1-DT AC015936.1 NAPA-AS1 FAM156A AC006262.1 IGFL2-AS1 MICOS10-NBL1 AL035530.2 HNRNPD-DT SLC30A6-DT CHASERR AC009275.1 SUGT1-DT RN7SL2 H2AC12 PPP4R3B LINC01730 H3C1 FRG1HP PIP4K2B TYW1B H2BC7 GTSE1-DT RN7SL3 LINC00921 DNAJB5-DT RN7SK STPG1 NIPAL3 RAD52 PRSS22 RALA UBE3C ACP3 VEZT SNX1 JADE2 RFC2 ARID4B TRAF3IP2 RIOK2 DGKG STOML1 SNX13 TMEM38A ZZEF1 NUP37 WDR62 KHSRP SIRT4 HSP90AB1 SYDE2 CIRBP PYGB TTI1 SLC7A6 TMEM87A DMXL2 LEPROTL1 HNRNPUL1 HBP1 CHCHD3 GALNT7 PITPNM1 ACAD10 ATN1 FAF2 PRLR PPP2CA ARMC8 ASB3 RTN4 RAB3GAP1 VAMP8 ACYP1 ALG5 SIL1 FABP3 PMS2 P4HA1 BHLHE41 BECN1 EMC6 NGDN CLIP1 H3-3B TOE1 PRPF38A RNFT2 PRR5L TEC PIGC USP37 ISCU GPNMB ABHD17C MARCHF7 CCDC90B IFT172 PHLDA1 RHOF CDH24 ESR2 CPNE2 WRAP53 SAE1 PRCC PLEKHA6 CNOT9 SPATA5 TNKS1BP1 CCDC15 MPZL2 CNBD2 POC5 SLC30A6 ATP5PF MPPE1 SAXO1 MIDEAS PCDH1 UQCRB BRAF MED8 VAV2 CHTOP SHC1 RPRD2 S100A11 ZNF691 SEPTIN8 ANKS6 NEMF TAF1D C16orf71 C11orf65 CLPX PBX3 PRDX2 KRT8 KRT20 EIF2AK3 HINFP FUT10 PSME3IP1 DMXL1 COMMD1 SNX33 LRFN4 ADCY6 SH3BP5L MEX3C SEC24C SAMD9L ARL6IP6 BOLA1 SAMD4B H2AC6 LINC00471 LSM10 TP53TG1 ZSCAN22 EPHB3 RPS17 DDX28 GPR19 SEPTIN9 FAM43A FAM174B PARPBP MUC1 BRWD1 LRCH3 MST1P2 PRR13P5 ZAR1L IARS1 XRCC6 ZSCAN25 MIRLET7BHG ATG7 TEAD4 LPAR1 SNORA3A ATP1A1-AS1 BRD2 EHMT2 HSPA1B PSORS1C1 ITSN1 SNORD59A RNVU1-15 GPSM3 LINC00339 CFL1P1 BCAR3-AS1 NOL7 SMIM2-AS1 LINC02577 MANCR SEC61G-DT AL031727.2 RPS29P16 LINC01732 SNORA13 LINC00881 RN7SL832P LINC02086 AC124242.1 DRAIC AP002754.1 RNU1-117P SHLD3 TMEM200B HOXA-AS3 EEF1G TOLLIP-AS1 AGAP2-AS1 MIR200CHG SYNJ2BP-COX16 MIR4258 SNORD95 MIR4638 SNORD84 MIR3143 CIRBP-AS1 CARD8-AS1 IMMP1LP1 AL451050.2 RNU6-92P SCARNA16 SNORD49B H4C4 ACACA MIR4521 NCOA2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NCOA2_TARGET_GENES CAMKK1 UPF1 PRKAR2B ST7L JARID2 ST3GAL1 RHOBTB2 NISCH SLC11A1 SLC45A4 ATP6V0A1 NSUN2 MRTO4 ITIH1 POLR3E NDC1 MED29 GOLGA5 MTFR1 PABPC1 LNX1 NFATC3 ACAT1 SART3 NT5C2 EXOSC5 ARAF SLC1A3 REXO1 RABL2B SMARCD3 BZW1 EPB41L3 SMAP2 HADHA AK6 MYNN TTC39A MRPL28 MMP2 MAPKAPK5 DZANK1 OSGEP TMED1 POLR2E SEC14L2 PES1 RHBDD3 PACSIN2 ST13 PRMT5 VTI1B APEX1 DCAF11 TM9SF1 ABHD12 TRIB3 CEP76 PIN4 COG4 UBE2I VPS35L BMF NIPAL2 EEF1D EBI3 CACTIN PDAP1 BUD31 SEC61B PPP3CB GOSR2 SYNGR2 LGALS3BP EFTUD2 CHIC2 VWA5A SNX15 PSMD9 KCTD10 SLC11A2 OGFOD2 SUDS3 PRKAB1 RWDD1 PAK1IP1 RPS12 HSPA9 SKP1 USP4 IQCG SCAP STAM2 CYTIP INO80B CCT4 GGCX ST3GAL5 COX7A2L PNO1 RND3 ARID3A ARHGEF2 TSNAX RBBP5 IPO13 SLC19A2 ATF6 RXYLT1 ALG2 ACYP1 ZC2HC1C RCL1 GORAB PROSER1 UFM1 SLC35B1 TMIGD3 RPL21 ZNF576 MRPS7 GGA3 NUP85 NCLN EMC1 APOL3 PRKRIP1 PSMG2 RTN4IP1 NDUFA10 EIF2S3 LRP3 PIAS3 ACTR10 ZRANB2 PCBD2 POLR3F ALOX5AP FAM104A ADAMDEC1 DPH6 ECHDC3 CAPRIN1 AVIL DYNC1LI2 CHRND TTLL4 USP37 WASHC4 LCP1 HUS1 CALCOCO2 TEX2 STAM SMC2 C6orf52 SLCO2B1 RNF121 ITGA11 BCAR3 RABGGTB DNASE2B HADHB SLC40A1 PARVG COPS3 C17orf80 TMC6 TBCD SLC2A5 PI4KB MRPL9 OAZ3 ILF2 NVL RPS27A MRPS5 RABL2A CNOT9 RBMS3 NCEH1 LYAR TBCK SRD5A1 ATG12 FARS2 RASGEF1C RBAK RPL7 GSN PTGES2 TCF7L2 TMEM218 RGS18 ABCB9 UBE3B UPF2 MFSD6 AMN1 MGAT5 OLAH RAD17 CFDP1 HS2ST1 NUP205 SLA RAB39B ADK C8orf37 SUPV3L1 EEF1A1 HK1 FZD1 BABAM2 AHCYL2 B4GALT5 ZC3H18 SLAMF8 RCAN1 CELF3 UBR1 ABCG1 PLXDC1 ZNF653 CXCL16 AXDND1 CLHC1 LYSMD1 SCNM1 SUCLG1 TIPARP TPRA1 RPN1 AIMP1 ICE1 ZNF12 C9orf24 LRR1 TTC8 VDAC2 SEC11C BLCAP CCDC103 ATP5MG IRGQ C19orf48 RAB31 CAVIN2 CDKN2AIP MECP2 SLC25A6 XPO6 P2RY12 CXCL8 PCBP1 DUS1L KLF13 TMED10 RBKS NME6 RELA COMMD1 C1QA CCDC106 PSMD1 MRPL11 DRAP1 C11orf68 BAIAP2 CCDC57 PXMP2 POLE RPRM DNAJC28 AP3S1 RIIAD1 ALOXE3 GADD45GIP1 CIITA PCBP1-AS1 RCC1 KCNE1 CUEDC1 ZNF329 TSKU RPL35A EWSR1 SELENOF RPL23AP82 ZFP1 EIF4ENIF1 NOC4L AP3M1 DDX51 UBALD2 RPS23 SPATC1 ZNF383 PEAK3 NHLRC3 NDUFA4 SF3B3 XPNPEP3 POM121 CD55 PSMD12 BLM S100A10 DDX39B ARHGAP11A MFAP3L MIR302C RNU5E-1 VTRNA1-1 RNU5B-1 RNU5E-4P VTRNA1-2 SNHG5 AGPAT1 SNHG32 BAG6 DCTN1 FAM83A-AS1 LGR4 E2F4 AC004980.1 KLRC2 RNU6-1 RNU6-163P RNU6-813P MIR199A1 MIR302A GPX3 SACM1L TSN MIR802 JPT1P1 STIMATE RPS29 LYRM4 C19orf38 FAM187A AC090921.1 RPL17-C18orf32 MIR1208 PPP3CB-AS1 CHROMR LINC01623 AL139420.1 CFLAR-AS1 SRRM5 SLC8A1-AS1 MYOSLID CRPPA-AS1 LINC00399 ZRANB2-AS2 LIMD1-AS1 AOAH-IT1 GORAB-AS1 ELF2P3 PTGES2-AS1 DDX39B-AS1 MAPKAPK5-AS1 JRK GSN-AS1 RBMS3-AS3 LINC02888 VLDLR-AS1 LINC01119 RPL23AP7 LINC00886 MTFP1 SNHG3 WDR92 TIPARP-AS1 NEAT1 ZNF585B SEPTIN7P14 AC044802.1 DPH6-DT BCKDHA ADH1C LINC01962 STIMATE-MUSTN1 FMN1 MIR302CHG LINC00964 ZBED3-AS1 RNU6-904P RNU6-150P RNU6-720P AC104211.1 AC090197.1 LINC02683 AP002495.1 AP002001.1 LINC02739 AP003119.2 LINC02745 AC100858.2 KLRC4-KLRK1 CNPY2 LINC02207 LINC02319 STAM-AS1 LINC02193 LINC02002 RPL17 MIR4495 AC079466.1 AC011503.1 RNF225 TSNAX-DISC1 POM121C RBAK-RBAKDN CWC25 TAF9 INO80B-WBP1 MIR4727 LINC02340 MIR7848 ACACA GTF2IP12 LASP1 TMSB10 PKP2 PRDM1 ELMO2 ACACB CTTNBP2 GPR137B JADE1 MEF2C NFE2L1 NRP1 DAAM1 ZMYND8 SRPX ABCC1 RPAP1 DECR1 AVL9 HOXA13 ZFAND5 PPP6R3 THADA MMP8 OGFRL1 MSANTD2 RDH10 FABP3 MT2A REEP5 TNS3 ZDHHC4 KAT7 MTCH1 PPP2R1B INTS12 SNX27 PLIN2 TMEM87B MARVELD1 VPS8 SPON2 ATP6V0D1 S100B SAP30 HEY1 SLC39A13 KRT13 RGS19 EIF2AK3 FGGY ESRRA SNX33 ZC3H12D NKPD1 TIGD5 CEP97 IQGAP3 GSAP TCTEX1D4 ARID2 MYBPC1 SUPT3H ADH7 MIR30C2 MIR302D MIR367 RNU5A-1 RNY3P11 SNORD48 CCDC162P HSPA1B ATP6AP1L SNORD45C SNORD101 RNVU1-15 RNVU1-14 RPL26P13 H3C9P RNU6-565P CDKN2AIPNLP3 PELATON PSME2P2 SLAMF6P1 LINC02832 LINC00582 LINC01354 HS1BP3-IT1 EIF4A1P7 AC091390.3 RN7SL813P RN7SL108P LINC02600 DNAJB6P2 ZFHX4-AS1 SCAT2 AQP4-AS1 AC005670.1 C19orf84 RHEX TXNIP AL031666.2 NAMA AL136162.1 SNORD58B SNORD50B MIR3202-2 TRIP13_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TRIP13_TARGET_GENES LAS1L PNPLA4 CDKL3 RIMBP2 FMO4 PIK3C3 ZNF671 ZNF586 ZNF268 GPATCH2 MAGEB2 COL20A1 PXMP4 NXT2 TTC23 AURKC YJU2 HDDC2 RPF1 LRIF1 TRIM24 PAIP2B SNRPB2 GALNT8 ZNF227 ZNF304 COX16 SERPINE2 MFSD9 DCTN3 DCUN1D5 TPRKB LRRC4C ARL14EP FRMD1 IMPACT OTOA SPATA17 LZTFL1 GFI1B ALKBH3 IFTAP ZNF226 ZNF528 PSCA LRRC28 ZNF35 MSANTD4 ZNF561 ZNF274 ZNF738 VANGL1 PIGG EIF3F ALG10B DCAF4L2 MIR7-3HG RAB39A ZNF875 ZNF721 ZNF530 GUSBP1 ZNF555 PMS2CL ZNF626 LINC01164 ZNF493 ZNF502 ZNF138 ZNF695 ZNF551 ZNF805 SERPINB5 LINC00680 LINC01535 LYPD9P LINC01756 LINC00665 JRK LINC00992 FAM218A ZNF578 ZNF561-AS1 AC011476.3 ZNF285 ZNF728 ZIM2-AS1 ZNF528-AS1 RIMBP3 OCA2 SLC35F2 NPPB LMTK3 MIR7-3 MIR4530 CLIC4P2 ELF2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ELF2_TARGET_GENES DPM1 SCYL3 C1orf112 CYP51A1 M6PR NDUFAF7 POLDIP2 RECQL VPS50 HSPB6 DHX33 CIAPIN1 AP2B1 VPS41 ELAC2 PNPLA4 ADIPOR2 CDKL3 TRAPPC6A TSR3 CDK11A VTA1 SPRTN NCAPD2 FUZ MBTD1 UTP18 PTBP1 BRCA1 UBR7 DDX11 ZC3H3 COX15 MATR3 NUDCD3 RALBP1 MRE11 AQR RTF2 ZDHHC6 RNH1 NDUFS1 CCDC28A MIPEP SNX1 SLC39A9 CENPQ ARID4A EIPR1 TBC1D23 METTL1 PHF23 PSMA4 ATP6V1H POLR2B KATNIP C12orf4 NOP16 CLPTM1L LETMD1 RRP12 MRTO4 USE1 TBC1D22A USP36 ATG5 NDC1 GATB MXD1 MPC1 SPHK2 RPL18 U2AF2 EPN1 RNF4 SPA17 TAF2 TNPO3 BORCS8-MEF2B RFXANK SBNO2 TAF11 AP3D1 NTHL1 WDR3 ADAT1 CYB5R4 NFYC ZMYND12 SP100 RRP15 RHOA COASY MEF2A POLR1A LAPTM4A SRBD1 SIRT2 PIGB RAB27A UFD1 TMEM260 CFAP20 CHFR STK10 TMEM38A ALPK1 TSG101 ENO1 ACTR6 GTSE1 RAB7A SART3 MCM6 BAZ2A ANKRD13A GTF3C1 LRCH4 SIRT6 PIK3C3 PCM1 SDF4 XRCC5 SENP1 LIPE FDFT1 DNM2 PUM3 RBL1 DELE1 BZW1 LYRM2 DIS3 PIBF1 SLC27A5 PPIE NOA1 EIF3I MTIF2 ATG16L1 TMED2 NLK PGS1 PSMC5 SF3B2 DDX18 EDEM2 COQ9 KIF9 FKBP1A ZNF343 SNX5 RPL6 MAPKAPK5 ANAPC5 TMEM230 TRMT6 BRAP ZNF302 ANKRD24 GPATCH2L MUL1 GNPTG GOLGA3 USP48 EXOC1 SPAG7 PPP2R3C SCFD1 G2E3 SUPT16H TOX4 GPATCH2 CDC45 TBC1D2 CWF19L1 MRPS18A RAB18 MZF1 MYO9B CATSPERG CIRBP MED15 BCL2L13 SNRPD3 PES1 TOP3B GGA1 TFIP11 POLR2F DEPDC5 PICK1 EIF3D PHF5A ACO2 ATP6V1D TMED8 SAMD15 ERH TELO2 PSMB5 TRIP11 SRP54 CHD8 PRORP PSMA6 TM9SF1 UQCC1 STK4 DIDO1 GID8 SLC52A3 SEC23B TM9SF4 KIF3B MROH8 TTI1 RPRD1B CHMP4B DNTTIP1 ACOT8 APMAP MYL12A CEP192 POLI CSTF2 SLC25A14 SLC35A2 USP11 MRPS31 CENPT DHODH POLR2C VAC14 SLC7A6OS MON1B TAF1C TSC2 NUBP1 GSPT1 HMOX2 DNAJA3 CDIPT VPS35L AAGAB IQCH LACTB TRIP4 TTC23 RPAP1 CEP152 DMXL2 CSPP1 IKBKB GDAP1 MTMR9 UBXN8 KLHDC4 NFKBIB CLPTM1 CLASRP PPP1R37 ARHGEF18 STX10 TBC1D17 CCDC61 VRK3 PPP6R1 C19orf44 YJU2 CACTIN CCDC9 FZR1 DMAC2 RPS19 NOP53 BABAM1 CARD8 DBP WDR83OS LENG1 ELL COPE DDX49 SUGP1 GSK3A ATP13A1 GTPBP10 HBP1 CBLL1 SSBP1 GARS1 CHCHD2 PDAP1 BUD31 ZKSCAN1 NUDT1 MOSPD3 FBXO24 LSM5 PLOD3 RPA3 ZNHIT1 PHF14 SHB EXOSC3 HPS1 SEC23IP ACBD5 LARP4B GTPBP4 SHOC2 UBE2S NUFIP2 RPL19 DHX40 GOSR2 PNPO CCDC47 FTSJ3 B9D1 DDX5 PEX12 RAB5C MRPL27 YWHAE SUPT6H PHF12 RPL34 FRG1 FBXW7 TBC1D19 SH3D19 ZPR1 SIAE OSBP CEP164 UBE4A CARS1 AIP HPS5 GTF2H1 POU2AF1 PRPF40B COQ5 KCTD10 MLEC ARPC3 GPN3 RAD51AP1 ACAD10 NAA25 GTF2H3 EIF2B1 MRPL51 GAPDH COPS7A ING4 GOLT1B PRKAB1 SOD2 MCM3 FBXO9 WASF1 C6orf62 FIG4 CUTA FAM120B EXOC2 COX7A2 PRPF4B PRSS16 HSPA9 APBB3 HMGCR THG1L FAM172A RAD50 IL5 NUP155 NR3C1 CSNK1A1 BNIP1 CEP70 NPRL2 CYB561D2 IQCG NCBP2 KLHL18 HEMK1 EEF1B2 DGUOK MOB1A SLC35F5 STAM2 GTF3C2 PSMD14 RPS15 INO80B AUP1 HTRA2 PDCL3 NOL10 CEBPZ THADA AAK1 SCP2 TCEANC2 TMEM59 WRAP73 RPL22 PARK7 SCAMP3 GON4L SMG7 ZBTB17 EXOC8 GNPAT ZNF684 RPF1 RBBP5 BLZF1 DR1 DARS2 SLC35A3 NSL1 TXNDC12 RPS25 KIF14 MED28 MYL12B RPN2 CCNI NDUFB3 DYNC2I2 VPS4B C19orf25 ZBTB45 ZNF410 CUTC WDR55 CENPL SEC16B GORAB TAF12 MTRF1 ELF1 HSPH1 FAM53C SIL1 PAIP2 UBIAD1 COPS5 COIL FAM117A CEP89 PEX16 LRIF1 MTIF3 COPA CCDC18 MRM2 CLTA CDKN2C DDX39A WDR83 ATG101 SMUG1 TUBA1B EEF1AKMT3 STIL SLC36A1 CKS2 WFDC3 PIGT MOCS3 STX16 STAMBP NAGK SNRNP27 ZNF576 RIOK1 EMC3 LRRC29 HROB MRPS7 GGA3 TTF1 PPP1R12C CHCHD5 RPL23 SH2D3A FOSB VASP PSMF1 STK35 SNRPB2 MGME1 ITPA MCM8 NCLN CHURC1-FNTB KDM5C RBM42 PRR12 BECN1 ZNF384 UXT DLGAP5 NUP214 IPPK PPCS ATP13A4 HELB EMC1 WDR24 METTL16 STYXL1 PMS2P3 PEX1 RBM48 RFPL2 ATF4 C22orf23 EMC4 DOCK4 LSM8 INO80 ALDH1A2 TXNDC17 AP1M2 RAB2B SGO1 MAU2 ELOF1 TOMM40 NSUN5 RSPH3 ZNF557 CRB3 TMEM160 ZNF317 NOL11 PPIL4 AAR2 ATP6V1E1 CHMP1A HAUS8 ADGRE3 RBSN PSME3 RPL27 ACLY VPS25 ANKHD1 DIAPH1 EXOC4 TRAF7 MCCC2 ZSCAN5A THAP1 FAAP24 FBXW9 LRRC41 ARFIP2 TIMM10B PTCD3 TMEM128 ANKRD17 UTP3 EIF5A VPS13B SDF2 PRMT7 PCED1A KHDC4 SYT11 NASP ZSWIM3 USPL1 HSPBP1 CNDP2 WDR74 LARS1 ZFC3H1 COX16 EIF2S1 ELP3 CDK7 THUMPD3 EMC7 PRPF38B LAMTOR5 PPHLN1 NARS1 BTF3L4 TIMM10 FADS2 TMEM258 ERCC5 UBQLN1 NAA35 TRAFD1 AKIRIN2 MAP3K7 DNAJC14 ITGA7 BLOC1S1 TFCP2 ZC3H10 OS9 CD164 AFG1L PIGC MRPL44 EIF4E2 TSGA10 APPL2 BORA COG3 NUP42 TBRG4 DDX56 TTC5 ZFHX2 VEZF1 KAT7 VPS45 UGGT1 LRRC8A CDK9 ODF2 TOR1A DPM2 ARPC5L DERL1 APTX PPIL1 FRS3 ANKRD42 PRCP RNF121 C11orf1 KIF23 KNL1 RSL24D1 DYNC2LI1 RAB1A LRPPRC KIF11 DBR1 SMARCAL1 CIR1 COX17 SEC31A CCNG2 GUCD1 ZCRB1 KLRG1 AMDHD1 TDG NUP58 SMARCC2 MYG1 ESYT1 TMBIM6 VPS33A DENR TMX1 ARMH4 ESR2 MFAP1 ARRDC4 SCAMP2 UNC45A SEC11A PMM2 ARMC5 UQCRC2 KATNB1 KIFC3 NOB1 VPS53 LRRC46 SS18 AFG3L2 C18orf21 MBD1 MIEN1 NFIC DPP9 CCDC97 SIRT3 CAPN10 ERVK3-1 ZNF787 EVI5L ZNF473 RPS11 RPL13A CTU1 NOSIP RPL11 ITGB3BP TINAGL1 PSMA5 NME7 MPC2 DCAF6 COP1 UFC1 RRNAD1 ISG20L2 ZNF687 SETDB1 GOLPH3L GABPB2 UBAP2L C1orf43 C1orf131 NVL RPS27A MEIS1 SNRNP200 TPRKB LIPT1 UBXN4 PKP4 SCRN3 FANCD2 STK11IP GMPPA EAF1 SLC25A38 RPL32 SLC25A26 TCTA NICN1 EAF2 TBCK RPL37 PLK2 GIN1 PPIP5K2 ATG12 FBXO38 NHP2 ZMAT2 HIGD2A MMUT ABT1 RPL7L1 MTFR2 WTAP ARMT1 CDCA5 MDH2 BIN3 ERLIN2 EIF3H UTP23 C9orf72 SIGMAR1 AOPEP INIP NR6A1 MINDY3 RSU1 HIKESHI RPS3 C11orf52 INCENP CPSF7 CNBD2 CABLES2 VPS51 PPP4C FSIP1 CCT5 ATPSCKMT PIH1D2 NKAPD1 DHX37 UBE3B CDC123 C4orf33 VTI1A SAV1 C18orf25 TGOLN2 POC5 DCLRE1C ZNF837 PFKM SAR1B SRP19 CETN3 CCDC148 LINC00467 NMRAL1 ADPRHL1 RPIA ZDHHC7 TRIP12 FBXO36 ZUP1 PPP2R5E TOMM70 MIA3 RABGEF1 ATP5PF GABPA XPC CCDC174 DPH3 OXNAD1 EME1 AK9 SLC16A1 NUP205 RBM45 FAM126B RNF20 RMND1 SH3RF2 RPL30 ZDHHC5 MED19 ZFAND3 BAG4 FBXO32 ZNF689 PRR14 FBRS PHKG2 MALSU1 VPS8 GATAD1 DDX19B TAB3 SLC38A10 WASF2 MITD1 AHCYL2 SPATA2 EMSY ELK4 DEDD NDUFS2 CCAR2 RAPGEF6 MRPL10 SNF8 ADPGK THEM4 UBR1 TMEM234 WDR4 NDUFV3 TRAPPC10 MCM3AP SHKBP1 ZDHHC12 SIK3 FLAD1 SHC1 FDPS GPATCH4 IER2 ZNF394 ZNF333 FDXR MED11 RNASEK-C17orf49 UBXN1 RPL29 ZFPL1 PARS2 LZIC RBBP4 TM2D1 C1orf52 NCSTN AXDND1 SPATA17 BROX TFB2M CNST CLHC1 NUP35 SMARCAD1 LYSMD1 SCNM1 VPS72 CGGBP1 HIPK1 TMEM183A RNF25 STK36 CWC22 SGO2 TTC14 SNIP1 SLBP AIMP1 WDR82 HMGB2 FBXO8 CEP44 ARFIP1 ANAPC10 ABCE1 TMEM184C PGGT1B CAGE1 ERAP2 NSA2 GFM2 CREBRF RPS14 YWHAZ TMEM67 PGAP4 NOL6 PIGO ARHGAP12 SUGT1 GTF2A1 DDIAS LRR1 NUDT5 DDX21 TRUB1 ZFYVE1 CCDC38 TCP11L2 WBP1L NUDT13 RPL27A MAPK7 MCM7 CIAO2B CFAP52 BLCAP CIAO2A PCLAF MYO1A NEMP1 VPS39 TSC22D4 CCNDBP1 RCCD1 TTC16 ANKRD40CL URM1 CDK12 DUS2 POP5 TEPSIN IRGQ ZNF180 KLHL26 ANKRD11 SPATA33 ZNF701 PROSER3 UBXN6 OTUB1 ZNF558 ZNF232 TMEM99 GHDC SDHAF2 BSCL2 ULK4 SAC3D1 THAP9 GLYCTK DNAJC7 IRF2BP2 THAP11 MPLKIP RFWD3 CDC40 ATXN2L FEN1 HJV DYNLRB2 TMUB2 ADAM9 TMEM208 ADAL LCMT2 ANKRD49 RNF181 LRRC28 CEP120 MFF CSNK1G1 CD2BP2 LMAN2 SLC33A1 CRADD RASSF6 TM2D2 PCBP1 SPNS1 ZNF747 SF3B5 TIGD4 ZNF778 GON7 GABARAP STX8 UBB COMMD5 KBTBD2 TRIAP1 MBD3L1 KYAT1 MFN1 JAGN1 TADA3 TMEM126A SCAND1 ZNF581 ZNF524 WIPF2 BCL2L1 METTL18 RPS7 RNASEH1 ZNF217 EIF2AK3 CYCS TEFM DPAGT1 C2CD2L CLP1 ZFAND4 MUS81 CFL1 RPL38 CES2 OXSR1 KAT5 HECTD4 RXFP4 CKS1B IQCB1 SFT2D3 THAP2 ZNF622 NMNAT1 UQCRH ZNF791 FBXO45 C12orf66 DDX23 C12orf76 ZNF266 BRMS1 RPL15 RIN1 PDE12 CATSPERD VCPIP1 ZNF654 ATG13 LSM1 BANF1 TMEM9B EIF1AD SART1 ALG10B SUGCT ZNF169 RUVBL1 B3GALT6 TPRN SLC35A4 ZBTB8OS COX8A CNTD1 SCAND2P NFATC2IP SEC24C FBXO46 ANO6 MAN1B1 CCDC71 RABEP2 C18orf32 PIDD1 RPLP2 GBA TMEM94 AP3S1 RPS27 TSSK6 SH2B1 COX14 NSUN3 DHFR2 TAF7 CYBC1 EXD1 DPM3 FARSA PTPN11 CLK3 ARID3B PIPOX PCBP1-AS1 FIZ1 SOCS4 ZNF48 SEPTIN1 EMC3-AS1 HARBI1 MRPS23 COPG1 SLC35C1 MRPS11 NOP10 SHMT2 AP1S2 YBEY PGBD4 RPS17 TMEM198B DDX28 ACBD3 ARHGEF37 DAZAP2 MRPL54 TBL3 TRAIP COA3 VPS33B ADAP2 SNRNP35 PLA2G6 COPB2 NUTM1 TMEM186 UBOX5 SEMA4B FAF1 RAB11B PRMT3 CDNF CCDC137 CDK10 TEDC1 HGS RAD51D MRPL30 LMLN PSMD13 ZBTB3 MYBL1 LAMP1 SETD4 RNPC3 ZNF267 NDUFA13 AIDA CDIN1 POLR3C WWOX CIDECP1 KRT10 TMEM222 EFCAB6 PTRH1 RPS19BP1 CHP1 HSPA14 SIRT7 MCRS1 AC091057.1 ZNF490 LAMTOR4 COMMD6 C15orf62 CENPP BLOC1S5 H2AX SRSF10 NBR1 CLN3 RBM34 MTF1 NELFB ZNF292 BLOC1S3 ZKSCAN3 HMGB1 SPATS2L STK40 SRGAP3 ZNF107 GARS1-DT LONP1 ZNF774 ZNF765 MYL6B GDAP2 ZKSCAN5 TRAPPC4 TTC30B ZSCAN16 ZFP28 AP2A1 ANXA4 WDR5B WDR45 ZSCAN25 PCBP2 SND1 C1D MAP3K5 RPF2 TTC30A EOLA1 CDC42SE1 RPE ZNF460 RPS26 MCMBP H4-16 ZNF44 NKIRAS1 SPG7 NOL8 ZNF335 MAK16 HIBCH DDX42 GET3 SPRED2 WWP2 UVRAG ZNF26 ZNF28 ZNF627 WDHD1 DDX39B DLL1 CTR9 SFT2D1 OPA1 ZNF277 KTI12 LTN1 TYW1 SREBF2 KIAA0753 SNORA21 RNU4-1 TATDN3 EFCAB7 SYS1 PFDN6 OXLD1 TAP2 STK19 DXO SKIV2L NELFE VARS1 DHX16 MRPS18B PPP1R10 ZNF468 PPP1R11 AKT1S1 FAM216A MZT1 C12orf73 E2F4 PRR13 AC004980.1 LCMT1 AL359878.1 PLPP6 LNP1 METTL6 SNORD60 SNORD15A MIR638 STK38L ZNF580 ZNF611 C1orf220 DNLZ SUPT4H1 TMX2 RPS29 CENPBD1P1 ZNF845 LIPE-AS1 GALT SMIM7 CPNE1 ARL16 FIS1 BBIP1 VPS33B-DT ZSWIM8 CDIPTOSP TOMM6 ALOX12-AS1 FASTKD5 VPS16 CCDC7 LINC00339 RNASEK UMAD1 RNU6ATAC PPP3R1 AP4M1 TIGD1 RNA5SP146 AL441992.1 VPS52 LAPTM4A-DT CCDC18-AS1 TANK-AS1 AC095032.1 LAMTOR5-AS1 NDUFAF8 PIGBOS1 ENTPD1-AS1 SRRM5 WDR46 STK4-AS1 ZNF731P LINC01635 WEE2-AS1 LINC01715 ZNF688 LINC01315 TPI1P2 ENO1-AS1 ZNF341-AS1 SGO1-AS1 GORAB-AS1 RPS18 MCTS1 SMG7-AS1 SEC1P AC016876.1 CTC-338M12.4 DDX39B-AS1 EIF2AK3-DT RNASEH1-AS1 ZNF232-AS1 RPL34-DT SP2-AS1 MAPKAPK5-AS1 FAM83C-AS1 SMIM27 HIPK1-AS1 AC002310.1 LINC02569 MFF-DT AC127070.1 SETD4-AS1 C10orf143 ADSL ISY1 ARPC4 AC002467.1 LINC00893 BMS1P4-AGAP5 STAG3L5P INHCAP EIF6 AP5Z1 MRPL33 RN7SL832P TMEM199 RBM12 DDX11-AS1 FRG1-DT DIAPH1-AS1 AC096746.1 AC011346.1 CDK11B AC046134.2 PDCD6 ARPC4-TTLL3 GLI4 GLUD1P3 THAP9-AS1 RPL32P3 AC083973.1 MINCR VPS13B-DT AP002495.1 CHMP4A SYS1-DBNDD2 TMEM9B-AS1 BORCS8 DPP3 STX16-NPEPL1 ANKHD1-EIF4EBP3 CHMP1B UVRAG-DT AP002748.4 POLR2M FDXACB1 AGAP2-AS1 DNAAF4 HMBS POLG2 GATC PSMA3-AS1 GIHCG CHURC1 RHOQP1 SRP54-AS1 CEP95 BLOC1S5-TXNDC5 AC027237.3 THTPA MRPL46 AC051619.4 AC105411.1 CD2BP2-DT LINC02166 SNHG19 LCMT1-AS1 AL118516.1 AC009107.2 AC036103.1 Z95115.1 Z97055.2 DNAAF4-CCPG1 ISY1-RAB43 AC005670.1 DHX33-DT CORO7 TMPOP2 AP005329.1 SNORD84 MIR4999 RNF115 AC027097.1 ASB16-AS1 LINC01764 AC005498.2 AC006116.7 LIN37 AC119396.1 MIR4453HG MAN1B1-DT CALR3 ZNF587B RAB11B-AS1 SLC25A53 AC008735.3 TERC NCBP2AS2 SLBP-DT AL035530.2 PPP4R3B-DT STAG3L5P-PVRIG2P-PILRB WDR5B-DT CWC25 ZNHIT3 SUGT1-DT NOL12 RN7SL2 INO80B-WBP1 MIR4727 PPP4R3B NUDT18 MIR5787 RN7SKP175 AATF TYW1B PIGW GTSE1-DT MYO19 MIR6781 MRM1 MIR8059 CCDC28A-AS1 EBLN3P NAB2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NAB2_TARGET_GENES GCLC SEMA3F RAD52 CD99 MAD1L1 LASP1 SLC7A2 ARF5 KDM1A MSL3 MPO MYCBP2 REX1BD MAP3K14 AP2B1 SPATA20 TNFRSF12A RALA KDM7A FARP2 DBF4 RPUSD1 BAIAP3 CRAMP1 PKD1 NCAPD2 PHF7 NISCH MRC2 PTBP1 DPF1 PLAUR ANLN MAP4K5 NUB1 ANGEL1 YAF2 RTF2 RNH1 AKAP11 PLEKHO1 GCLM HSD17B6 RNASET2 POU2F2 CENPQ SARS1 EIPR1 IFT88 PIAS1 TMSB10 RNF19A FAM136A CUL3 NSUN2 STAU2 ARAP2 USP28 FAM120A H6PD ARID1B NEDD4L HEBP2 THRAP3 FAM168A CUL1 KMT2C TRAF1 RC3H2 ATP11B CDK14 CDK17 YBX3 WNK1 QSER1 MPC1 HDAC7 ELMO2 APPBP2 BICRA GPC1 NGFR SLC12A2 BTBD1 SBNO2 AP3D1 SLC9A3R2 TRAM2 ZC3H15 ME1 TBC1D1 CDK13 PPP2R5A NFYC KLF6 TRAM1 PKM TP53BP1 CBFB RASSF1 OTUD5 TFE3 ACSL4 KIF2A RASGRP2 BCL3 PHRF1 SMG6 MNT PABPC1 ATP2B1 MAP4K4 WDR1 RPS6KA2 DAZAP1 CPSF1 ACTN1 ALDH3A2 AFF4 ACADVL FBXW11 PICALM LMAN1 CELSR1 SLC25A40 TIMM21 RASAL2 FOSL2 TMEM131 DGKD TOP2B FAM76B POLD3 PIAS2 PPP2R5C GNB1 MLLT10 ZCWPW1 KEAP1 RFX3 CNOT4 CLDND1 HSP90AA1 TCF7 SMARCD3 BZW1 CCNT2 GSK3B XPO1 TUT7 PLOD1 TDRD3 CYLD ZNF446 REST APLP2 TXLNA HADHA HACE1 SEH1L ZNF213 EPS15 RAD54L B4GALT1 L2HGDH TXNDC16 DNM1L CNOT3 DNMT3B PPP1R13B ATRN C20orf194 RPL6 SLC23A2 PXN GRAMD1A GANAB MLF2 ZBTB25 RCOR1 CCNK RBM27 PUS7 MAP3K20 HECTD1 SEC22C MAP3K1 PTGS1 NUP188 SH2D3C HIVEP1 EFHC1 SIRT1 SYDE2 CIRBP IZUMO4 RASSF7 GADD45B MADCAM1 KLHL22 MED15 SNAP29 CABIN1 TBC1D10A MAPK1 SLC35E4 CARD10 GGA1 HIRA SH3BP1 TRIOBP MICALL1 DEPDC5 TPTEP1 SUN2 TOM1 TTLL12 CBX7 RBFOX2 SAMM50 FAM118A RBX1 CERK GNPNAT1 RIN3 ITPK1 HIF1A SRSF5 ZC3H14 GSKIP RPS6KA5 YY1 DCAF11 SLCO4A1 MRGBP TCFL5 DIDO1 GID8 RNF24 POFUT1 NOP56 CHMP4B DHX35 RBFA VAPA LPIN2 POLI MIB1 ABCD1 SYP ELF4 RBBP7 PGK1 SMS EEA1 USP11 HTATSF1 TIMP1 FNDC3A STK24 SLC25A15 RGCC MGRN1 TRADD LYRM1 DHODH PLA2G15 CMC2 MPG HSDL1 LMF1 ANTKMT STUB1 UBE2I GSPT1 PYCARD STX4 RAB11A CHRAC1 SQLE INTS10 HNRNPL LHB LYL1 TLE5 SNAPC2 OLFM2 AKT2 APLP1 BBC3 TGFB1 PLIN3 MEGF8 CCDC114 ARRDC2 CDK6 DNAJC2 ITGB8 SP4 LMBR1 DNAJB6 HIBADH EPHB6 CASP2 SNX8 USP42 AGFG2 EZH2 ANKMY2 RHEB PRKAG2 CLIP2 EIF4H CORO2A TLE4 TBC1D13 RIC1 SETX DVL1 ERLIN1 MAPK8 PALD1 VSIR MICU1 CCSER2 SFXN3 TFAM CCNY TRIM37 BLMH SMARCD2 HDAC5 LUC7L3 SMURF2 CHIC2 ZNF330 FRG1 NSD2 STIM2 KLF3 KLHL5 CCDC34 HSPA8 UNC93B1 KMT5B CCND1 TRIM3 NECTIN1 MDK SLC35F2 CORO1C CAPRIN2 PTGES3 CREBL2 CAND1 CPSF6 MRPL51 GAPDH TPI1 NT5DC3 RAB35 DSE CD83 E2F3 GPLD1 ALDH5A1 ARFGEF3 ADGRG6 TFEB CCND3 SRF DUSP22 SENP6 VEGFA FBRSL1 ERBIN DAP POLR3G NR3C1 ERGIC1 KPNA1 UBE3A COL7A1 IQCG SNX4 WDR48 EIF1B ARHGEF26 NKTR FOXP1 TTL DNAJC27 ITGA4 APC2 STAT1 USP34 ST3GAL5 HPCAL1 ODC1 STRN PRKD3 SLC1A4 SOS1 ORC4 NFE2L2 PLEKHA3 BCL9 PHF13 PARK7 TRIM62 FBXO6 MAD2L2 MFN2 RRAGC ETV3 ACADM KDM5B SSX2IP ECE1 IPO13 F3 ABCD3 PTBP2 RCAN3 MAN1C1 ESYT2 RCN2 DDX59 CAMSAP2 SGK1 ARMC2 CCNI EEF2KMT CYP20A1 SATB2 TJP2 PTBP3 RAD23B SET PHF19 NEK6 DENND1A C19orf25 ZNF410 ATAD2B AFTPH SLF2 GPAM AVPI1 KCNIP2 NUP43 PCMT1 WBP4 ELF1 KBTBD7 EGR1 RNF170 LHX4 RNF2 ZMYM2 GJA3 ADGRB2 GTDC1 SERAC1 SPATA1 RWDD3 SLC66A2 SEPTIN7 EEPD1 POLM ACO1 PLAU HVCN1 CDKN2C RASSF8 CCDC91 EBPL EEF1AKMT3 AGO2 DNPEP PARD6B ARFGEF2 ZNFX1 STAU1 SNAI1 ATP8A1 USP9X NQO2 NUP153 LRRFIP1 AHNAK SH3TC1 TMTC4 DMAC2L PTGER2 FAM193A MIF4GD MBOAT7 TNFSF14 VASP PANK2 DTD1 STK35 BFSP1 DSTN NECAB3 PLAGL2 KDM5C ST3GAL3 PRR12 ELK1 KTN1 ZBTB1 FAM78A NUP214 INTS11 DYRK2 IDUA GFER PKMYT1 CHTF18 MACF1 METTL25 ADM2 PODXL TWSG1 MINDY2 CLN6 SERGEF CCNT1 KRI1 NRL RHBDF2 KLF16 MOSPD2 FAM98C ZSWIM6 ZNF557 CAMSAP1 TUBGCP2 PAK4 OSBPL2 ADRM1 NPAS1 MPP1 LRP3 RBM39 NFATC1 RAB11FIP4 TRAF3 CAPN7 RFTN1 DIAPH1 NINJ1 IL13RA1 WDR44 PDHA1 ZSCAN5A CHSY1 ACTR10 PPARG PTPRE PRKAA1 ANKRD17 DLG4 PCBD2 ANKEF1 NXT1 PTPRA DAP3 RBM38 CASP9 DSTYK CCNA1 TPT1 KMT5C CNDP2 BTG1 KRAS CCDC59 DGLUCY NUMB MBD2 BHLHE40 EDEM1 PPHLN1 GRHL1 TMEM241 PIWIL4 SPOCD1 DAGLA UBAC2 NREP CEMIP2 BICDL1 TMEM243 SYNCRIP AKIRIN2 CD164 MICAL1 STX11 KCNMB4 CPM FBXL8 SLC9A5 URB2 TAF5L LAMC1 EIF4E2 REV1 TSGA10 ANKRD36 DRAM1 SLC41A2 ITM2B SPRY2 CHST12 IGF2BP3 RAC1 BZW2 IREB2 DCAF7 LIMD2 ACTL6A SKIL HS6ST1 CDK9 STX17 PRPF4 ARPC5L RNF38 CD72 FRS3 TUBB2A LRRC1 HMGA1 FLOT1 FCHSD2 THAP12 SLC37A4 FDX1 PARP6 BCAR3 FBXO11 DTNB STAMBPL1 DUSP5 ARL3 EXOC6 DNAJC13 ANXA7 SSB NAB1 ABI2 APH1B AP1AR FGF5 BMP2K SCARB2 HADH AEBP2 TMEM117 N4BP2L1 CSAD TMBIM6 ZNF740 WDFY2 VPS37B RBM26 RAB20 CDH24 ARMH4 BNIP2 ANP32A UBE2Q2 NCOA2 TLNRD1 USP3 ULK3 POLG KIFC3 GCSH MED9 PRPSAP2 CLTC C17orf64 AFG3L2 C18orf21 GALNT1 GAREM1 OSBPL1A RMC1 TMC6 SLC16A3 TBCD CEP131 FBXO15 TXNL4A BRD4 VAV1 SH3GL1 TMEM91 ZFP14 SIRT3 PGGHG TMEM50B AKT1 RNPEPL1 CARM1 NOSIP RERE SYTL1 HSPG2 LMO4 ATP1B1 MPC2 DCAF6 RRNAD1 ISG20L2 CERS2 DYRK3 ATP8B2 ADAM15 HAX1 GATAD2B DEGS1 GUK1 CNIH3 PDIA6 ASXL2 LIPT1 SPOPL METTL21A PTH2R CTDSP1 CSRNP1 MANF TM4SF19 DGKQ KLHL8 SRD5A1 PIK3R1 RNF145 N4BP3 FARS2 MMUT PPP1R18 NFKBIE C7orf50 CREB5 PURB MEPCE NCAPG2 NSD3 MTDH NFIB CDKN2A C9orf72 UGCG SNX30 ALAD MED22 RPL7A PTGES2 SLC25A25 SH3GLB2 NOTCH1 HERC4 GLUD1 FUOM LRRC27 GSTO1 ITPRIP ARFGAP2 INTS4 PAK1 AASDHPPT LSM14B ITGB1 DCUN1D2 TMCO3 CACNA2D4 PLBD2 GXYLT1 TMEM18 ANKRD50 FAM160B1 ADAM17 AMN1 SACS RABGAP1L ZNF837 USP12 TMEM123 DNAI4 HHEX CDYL TMEM87B TRAPPC8 CMTM7 RMND5A CMIP DGKE CACNA2D1 DNAAF1 ANKH CC2D1B CEP112 MIA3 TNIK CCSAP SH3RF1 CXADR C21orf91 RABGEF1 ATP5PF GABPA CYP2U1 KLF10 CDK19 USP25 PPM1J SLC16A1 PDIA4 CARNMT1 GNAQ SFXN2 FGF18 EEF1A1 ZFAND3 SAMD8 FBRS SMG1 SSBP3 APPL1 ETS2 SLC35B2 SLC38A10 BRAF PANK4 SKI DUSP2 PRXL2C ABHD3 AHCYL2 GDPD5 DYNC1I1 FBXW5 IFNGR2 DONSON UBE2Z RUNX1 CHAF1B HLCS PTMS BTG2 STARD9 ZYX ABR NR2F6 NDUFV3 PKNOX1 PDXK C21orf58 PCNT ST6GALNAC6 ZDHHC12 SPTBN4 IL6R LMNA ORAI2 SH2B2 PSMC2 PRPSAP1 FMNL3 CCDC42 UBXN1 TAF6L COA7 KLHL21 FAAP20 LRRIQ3 GFI1 B3GALNT2 MRPL55 REL ARL5A FBXO41 H3-3A ARHGAP25 FZD5 LINC01116 YY1AP1 EOGT ATP1A1 SMIM14 ABHD6 CRELD1 ZC3H12A BAP1 RNF168 PIGX SGMS2 METAP1 OTUD4 MOCS2 CASP3 PRIMPOL RICTOR CREBRF KCNK5 LMTK2 FAM86FP SLC4A2 SLC25A32 DCAF13 PDP1 PSIP1 GKAP1 ANKS6 OTUD1 ARHGAP12 HECTD2 ZCCHC24 INPPL1 KLHDC2 PDZD8 QSOX2 PMPCA ENTR1 HPRT1 STK32C HACD1 SMCO4 CEP57 TCP11L2 RAB8B CKB BTRC SMPD1 TRIM44 ATP9B CENPN ZNF592 ZNF667-AS1 PPIB CLPX NEMP1 NAB2 YWHAB SMAD3 MAP1A MBD6 PBX3 FAM102A GOLGA2 CERCAM KATNAL2 TPM4 RAB8A GPX4 MIDN GATAD2A ZNF641 DHRS13 TUBA1A TUBA1C HDGFL2 NXN SRR ATP5PD GSDMA MLST8 SF1 SETD5 RNF187 HOOK3 RBPJ TTC39C GLYCTK DNAJC7 IRF2BP2 PDHB IRF2 ING5 ING2 CDKN2AIP DNAJC21 SHOX2 TSPAN5 CPLX1 ASMTL SLC25A6 XPO6 PGM2 HEXD ASPSCR1 DCXR LIMS1 KLF13 PUSL1 USP38 KRT8 NFXL1 DENND5B CDCA4 CHCHD7 USP32 KBTBD2 TSEN34 GSTA4 PAQR8 TPT1-AS1 MTM1 TADA3 SOCS5 NAIF1 ZNF524 ZNF584 SPSB1 CAMTA1 SYNPO MOB3A KRCC1 MALT1 CEBPB COPRS MCRIP2 PPP1CA EFEMP2 TMEM134 CORO1B TMCC1 SP3 KDM2A TRIB1 EHBP1L1 THAP2 SNX33 CCDC106 CEP83 NUDT4 SCAI LRFN4 C11orf80 CNP DPY19L1 CBX2 SLCO4C1 UBXN2A FBXO45 GNG5 GTF2IRD2B ATP2A2 DENND4A NR1D2 RSRC1 KCTD13 FBXW8 ZNF654 TVP23C PACS1 PSMD2 DOLK CATSPER1 TBC1D10C LIPT2 B3GNTL1 SWI5 BAIAP2 PLEKHF2 UNC119B LYSMD3 MBLAC2 IP6K1 YES1 CCDC57 SPHK1 CDC26 B3GNT5 PFN4 METRNL C8G RHOG EPS8L2 CHD9 HIC1 PPFIA3 NINJ2-AS1 ZFAS1 TGIF1 NR2C2 ZBTB33 ODF3B IMPDH2 STAP2 NDUFV2 ZC3H12D PLEC P4HTM ERN1 COX5A TMEM52 ZBTB7A SNX18 RCC2 PER1 GVQW3 PTPN11 RAB39A FJX1 ZBTB18 MYADM SERTAD2 FIZ1 ZNF48 EXOC3 MED14 PRKRA FZD2 PCGF5 SMG1P3 GPR157 SLC36A4 KCTD2 GPR137C FRAT2 OGFOD3 FANCB PHLDA2 PLAG1 MACIR SIAH2 TDRKH C8orf33 SPACA6 KBTBD3 MXRA7 TTC3 CMC4 SLC25A10 GDPGP1 TENT5C SETD3 ZNRF3 ZNF438 UPP1 TBK1 NUDT14 SMTN PTP4A2 ACTG1 NIPSNAP1 PGP AMER1 CLDN6 BTBD6 SIVA1 MAFF BRF1 CIB1 MANEAL FAF1 PRPF39 CDNF ATP6V0A2 BRCC3 LMNTD2 SP1 MRPL40 LMLN PSMD13 BRWD1 WDR53 DMWD PIGP BCAP31 LAMP1 IRS2 LEMD1 MATN1-AS1 ZNRF1 RXRA GPATCH8 SMIM29 KTN1-AS1 HEXIM1 PDZD7 C1QL4 ZDHHC17 ZNF395 PLCD1 AL162231.1 GCNT1 EPOR PTMA HSPA14 IFT140 NANOS3 EXD3 SAMD11 PLSCR3 RINL PRKAR1B NCR3LG1 DCUN1D3 PP7080 FAM83G DPYD NOXA1 LRRK2 FAM120AOS NELFB FAM47E TDRD7 KIAA0895L LCOR NTNG2 TCF4 ZFP62 ERI2 ZNF512B GM2A ILRUN SCN8A PDLIM7 SRGAP1 FAM3C FUT11 ARRDC1 KIAA1671 LRRC8B GTF2E2 SYNGAP1 DDI2 ZNF786 HNRNPAB PDGFA MIB2 ENTPD6 FAR1 CDC42SE1 SPTAN1 S100A10 CFD SLC9A8 ERO1A ZNF667 PRIM1 MIER1 MAN1A2 SVIP STYX PHETA1 NRARP ZNF480 YTHDF2 ATL1 CNGA1 ZNF511 TLK1 CALM1 ECI2 ZNF652 SMURF1 FOXJ3 CHAMP1 HMGN2 SELENOM UBE2J1 TBKBP1 PJA2 TDRKH-AS1 INF2 MIR29B2CHG CENPW LINC00963 FOXO6 BMPR2 RING1 BRD2 PBX2 PJVK VARS1 VWA7 MBD5 C6orf47 BAG6 PRRC2A ZNF425 TMEM170B LINC01460 SMG1P2 HCP5 HCG27 THUMPD3-AS1 RNU6-1 SNORD12C MIR760 SLC48A1 DENND1B C1orf220 SCAF8 CSNK1E LYRM4 GCC2-AS1 C17orf67 AC009053.1 MTCP1 AL008729.1 NPEPL1 MARCKSL1P2 AL390719.1 FAM228B LINC01881 PPP3CB-AS1 TIGD1 EXOC3-AS1 RNA5SP155 AL441992.1 HRAT92 CPTP DNAJC27-AS1 STK24-AS1 LINC01117 ZMIZ1-AS1 RASAL2-AS1 NQO2-AS1 SLC9A3-AS1 LRRK2-DT LINC01703 FGD5-AS1 TRAM2-AS1 AC092802.1 BAIAP2-DT TRGV6 SLC16A1-AS1 RBM26-AS1 RABGAP1L-DT SLC2A1-AS1 MELTF-AS1 FAM174C MYADM-AS1 LINC01185 SEPTIN7-DT UBAC2-AS1 PANK2-AS1 ITGB1-DT EEF1DP3 BZW1-AS1 COL6A4P1 USP12-AS2 ENO1-AS1 ZNF341-AS1 DLEU2 TMEM139-AS1 RFX3-AS1 MHENCR ST3GAL5-AS1 RPS2P32 PTGES2-AS1 LYRM9 RERE-AS1 LINC00327 SNHG7 TMEM18-DT CNIH3-AS2 LINC01136 USP27X-AS1 CCT6P3 ECI2-DT PPP1R3E LINC01814 KDM4A-AS1 CDYL-AS1 DLX2-DT LINC01010 PRKAR1B-AS1 AL359710.1 DYRK3-AS1 NALT1 TMEM250 RNF103 PPP2R5CP PRKAG2-AS1 RN7SL254P LRRFIP1P1 CDKN2B-AS1 RN7SL521P ARHGAP31-AS1 ARPC4 FABP5P3 PLEKHO2 PI4KA ARFGAP3 CCDC137P GNG10 ARHGEF26-AS1 KCTD7 TPTEP2 AC105285.1 NEAT1 FRG1-DT CEBPA LINC01184 AC090515.2 AC010198.1 LACTB2-AS1 RASSF8-AS1 AC008966.1 USP46-DT NEUROG2-AS1 RNF103-CHMP3 TMEM158 ARPC4-TTLL3 AC104596.1 HTT-AS FOXD1 AC009908.1 GASAL1 FPGT FAR1-IT1 AP001372.2 AP003390.1 STX17-AS1 AP001830.1 BRWD1-AS2 DENND5B-AS1 ODC1-DT LINC02356 LINC00637 AL121603.2 TVP23C-CDRT4 FPGT-TNNI3K ACTN1-AS1 ITGB3 AC011921.1 CERNA1 AC072061.1 DDX59-AS1 AC008074.2 KDM7A-DT AC098818.2 AC092287.1 LINC02867 CISTR AC096734.2 AC109347.1 AC114811.2 LINC01238 AL023803.1 AC124068.2 LINC01686 AL603832.2 ZNF213-AS1 MIR4515 MIR5684 AC022211.2 MIR3180-5 MIR378D2HG DCXR-DT MIR3181 AP001033.1 MIR4674 MIR4710 ZNF488 RASSF5 STRADA AC015813.3 MIR4479 AC020911.2 MAP3K14-AS1 CEBPA-DT AC006116.7 AP001462.1 AC020907.3 AC010359.2 AC016727.1 LPP-AS2 TMCC1-AS1 SRXN1 AL117336.2 IRF2-DT AC010240.3 GTF2H5 AC016575.1 IER3-AS1 ILRUN-AS1 NUDT3 H3-3A-DT TM4SF19-DYNLT2B USP27X ZNF280B GRIFIN ORAI1 RAB7B MIR6821 CEBPB-AS1 CISD3 ACACA CEP83-DT FLJ38576 ERICD BTG3-AS1 EIF1B-AS1 MATR3 TRG-AS1 RASSF1-AS1 SNHG4 LINC01144 ZNF511-PRAP1 FAM169B CEBPE_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBPE_TARGET_GENES TM7SF3 TXK SEMA3C CDH17 DMXL2 TSPAN8 ALDH1A2 DUT SPINK5 REG4 DSG3 ARHGAP32 SLTM EGF PLAC8 PTPRO EPS8 MMAA UGT1A6 CEP120 MLLT3 NR2F1 RCC1 H2BC13 MYBPC1 SPINK13 LINC00513 GAS5 LINC02889 YAE1 MARCOL PSME2P3 MCPH1-AS1 MALAT1 DSG1-AS1 NEUROD2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NEUROD2_TARGET_GENES PPFIA1 AGPAT3 NSD1 STAT6 PCGF3 LINC02564 ZFHX3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZFHX3_TARGET_GENES NFYA ANKIB1 MAD1L1 ARF5 KDM1A RECQL VPS50 HSPB6 SLC25A5 DHX33 CIAPIN1 CREBBP MYCBP2 PDK2 MAP3K14 PHTF2 IFRD1 PAF1 VPS41 ELAC2 CDKL3 CCDC124 ST7L LUC7L E2F2 CDKL5 MED24 BAZ1B NCAPD2 MBTD1 UTP18 PTBP1 MAP4K3 BRCA1 ERCC1 CLK1 GPRC5A MATR3 ATP2C1 SERPINB1 ZNF839 VIM BTN3A1 ARNTL2 CENPQ ARID4A ZCCHC8 ZZZ3 METTL1 MTREX PHLPP2 SPDL1 LSG1 TNC TDP1 TRIT1 CTNNA1 YTHDC2 KATNIP NOP16 R3HDM1 HERPUD1 POLQ FSTL4 MRTO4 THRAP3 PHPT1 SDCCAG8 USP36 RC3H2 TRAF3IP2 GDI2 PPP1R12A RIOK2 YIPF1 NDC1 ALDH18A1 DGAT2 RPL18 CA11 MED29 CDON TNPO3 BORCS8-MEF2B RFXANK SNX24 GNAI3 DGKA ADAT1 ZBTB11 MYO9A DHX29 RHOA ROCK1 HYAL2 PLEKHH3 GRIPAP1 POLR1A PPP2R5B MAST4 VPS35 ATP1B3 UFD1 LRP6 TMEM260 MNT CNGB1 PABPC1 TESK2 PTPN21 AFF4 HMMR STK10 FBXW11 SIDT1 ST6GAL1 CLASP1 CLNS1A SEMA3C FRYL ACTB SART3 KLHL20 ANKRD13A TPD52 XAB2 UBE2T GTF3C1 EXOSC5 LRCH4 SMC1B ARAF HOXA9 ZCWPW1 NRDC LXN CIC DNM2 SMARCA2 PUM3 NFE2L1 XPO1 GRHL2 TNPO1 ITGAE TDRD3 PDS5B CYLD SLC27A5 RPS5 SMAP2 AGBL5 KIF3C AK6 MYNN SCAMP1 HACE1 ORC1 MGST2 ZFAND6 ZW10 ACOX3 ACHE SRRT NLK UIMC1 MMP2 AURKA CNOT3 PTPN4 KHSRP ANKRD10 SLC4A11 ANAPC5 RPLP0 SIRT4 ERP29 FUS FXYD5 FXYD3 OTUB2 SLC9A1 PAPOLA MRPS33 NDUFB2 USP48 GLG1 RBM27 SPAG7 ORC6 ZC3HC1 HNRNPC TOX4 MYL6 MFSD11 CDC45 UPRT CDC23 SUCO MSH2 CRAT TMEM14A EFHC1 IFT74 TMED1 MYO9B FBXL19 SETD1A GGA1 ANKRD54 PICK1 CENPM TOMM22 GTPBP1 SUN2 DNAL4 RHBDD3 PACSIN2 RPL3 RBFOX2 TXN2 EIF3D TNRC6B IFT27 RANGAP1 PHF5A ACO2 FKBP3 ATP6V1D PLEK2 TIMM9 KIAA0586 CCNB1IP1 ARHGAP5 SRP54 DCAF11 PSMA6 EMC9 PNN NFATC4 ABHD12 GINS1 IFT52 HNF4A CSTF1 MROH8 RPRD1B ACOT8 MYL12A NXT2 PQBP1 CDK16 FGF9 MGRN1 LYRM1 DHODH CYB5B PSMD7 WDR59 MON1B CMC2 NECAB2 CRISPLD2 UBFD1 DNAJA3 MAZ CDIPT TRIP4 RAB11A CTSH TTC23 DMXL2 VPS18 OIP5 BLOC1S6 CSPP1 BRF2 INTS9 EIF3E ARMC1 EEF1D MCM4 KCTD9 CGB2 ECH1 CLPTM1 PPP1R13L TBC1D17 IL4I1 C19orf53 YJU2 TJP3 CACTIN CCDC9 HNRNPUL1 BBC3 NOP53 RAB3D DBP TMEM205 PPP2R1A WDR83OS GCDH LENG1 COPE DDX49 LSR SIPA1L3 AVL9 HBP1 TTC26 H2AZ2 VIPR2 SSBP1 GARS1 CHCHD2 EIF3B SNX8 TAF6 MOSPD3 FBXO24 C1GALT1 PLOD3 RPA3 ZNHIT1 TMEM106B ANKMY2 ACTR3C SEC61B OGN DDX58 CCNJ XPNPEP1 SMC3 CUL2 RPL28 NUFIP2 RPL19 PSMD3 RGS9 RNF43 MTMR4 TUBD1 PNPO RPS6KB1 CDK5RAP3 ENO3 RNF167 SLC25A11 UTP6 DPH1 PHF12 OCIAD1 UBE2D3 MAPK10 RPL34 GAR1 SEPSECS TBC1D19 UFSP2 ELP4 HSPA8 SNX15 LPXN ATG2A PPP6R3 CCDC86 TMEM109 EIF4G2 RPS13 HPS5 GTF2H1 KCTD10 MLEC IL23A ATP5F1B RSRC2 GLI1 ITFG2 AKAP3 CDKN1B ARHGDIB SLC38A1 SPRING1 CAND1 RAB5B NUP107 KRR1 MRPL51 NOP2 LPCAT3 GOLT1B LDHB COX6A1 RWDD1 MCM3 FBXO9 RPS12 CCND3 TMEM30A HARS2 MAN2A1 TENT4A GHR HMGCS1 MRPS30 HSPA9 MRPS27 PFDN1 TMCO6 IK HMGCR CNOT6 RASGRF2 CCNG1 ARRDC3 LNPEP PPP2CA PPWD1 SEC24A TTC33 RARS1 TCERG1 CSNK1A1 BNIP1 CPEB4 SELENOK BCL6 CEP70 XRN1 TFG NPRL2 CYB561D2 BBX GNB4 IQCG KANSL3 LMAN2L EPB41L5 CENPA INO80B MRPL19 WDR75 UNC50 ST3GAL5 MOB4 SLC5A7 HDLBP DCAF17 SLC25A12 SRSF7 COX7A2L PNO1 DNAJC16 CACYBP SCP2 MRPL37 RPL22 S100PBP SCAMP3 ASH1L SFPQ GON4L CTH MTR ZNF684 ACADM SDHB RPF1 PRPF3 PRDX1 PIK3R3 BLZF1 SYF2 STMN1 ARID1A POLR1G KPTN RPS25 ATF6 ATP10B CASP8AP2 ANKRD13C PMFBP1 RPN2 CCNI NDUFB3 SATB2 UBE2B PTPA NDUFA8 ALG2 KDSR C19orf25 FCF1 NPC2 AREL1 RHOQ SUPT7L ATL2 CRIPT HELLS ARMH3 HOXB3 PANK3 PLEKHG1 CYSTM1 WDR55 ARAP3 MASTL CCDC77 TAF12 PROSER1 FAM53C PAIP2 EGR1 PLS1 CLU UBIAD1 TARDBP COPS5 SLC35B1 CEP89 PLBD1 KIF18A ZRANB3 SV2C MTIF3 KIAA1191 RPL5 ZNF644 CCDC18 SEPTIN7 KLHL7 HNRNPA2B1 ARL4A SLC25A51 CALD1 CCDC91 WDR83 CENPK PFDN5 ORMDL2 ATG101 EEF1AKMT3 KBTBD4 STIL NDUFAF4 METTL8 ZNFX1 MCEE ATP8A1 OARD1 ZNF391 H2BC11 GLO1 CNOT1 BBS2 RAP2A NUP85 TNFSF9 RPL23 TRIP10 GPR108 VASP PSMF1 MKKS NCLN RALY DYNLRB1 UROD TMEM53 RBM42 PRDX5 PRMT1 PRRG2 TIMM17B PCNX4 TIMM8A CANX COX7C ATP13A4 DYRK2 YEATS4 LRRC61 EMC1 METTL25 VIL1 RNF6 AKAP9 SEM1 POR PEX1 RBM48 CASD1 RIBC2 LSM8 MKLN1 DNAJB9 OSGEPL1 INO80 MINDY2 DUT CLN6 THAP10 TXNDC17 ILF3 CDKN2D NGDN DAD1 SEC14L1 TTI2 RPS4Y1 DOHH TOMM40 GTPBP3 SNX9 RTN4IP1 QRSL1 RSPH3 TMEM160 ZC3H4 ATP5IF1 DNMT1 MPP1 LRP3 COX4I1 HAUS8 KIF3A MGAT1 NDUFA2 DIAPH1 EXOC4 TOP2A SNRPA1 FAAP24 MATN3 LRRC41 PTCD3 PNISR EIF5A VPS13B ERAL1 NASP ZSWIM3 AP3B1 ZBED3 CASP9 DCTN4 ZMYM5 USPL1 PIK3C2B DSTYK TPT1 STARD13 PDZD2 LARS1 CCDC59 ARNTL SBF2 TEX15 NUMB EIF2S1 CCNB1 PSRC1 TMEM106C NAV1 RPS15A CCNH EMP1 YARS1 PRPF38A ELP2 CARS2 APC HAVCR2 TAOK3 OASL RNFT2 DMTF1 TMEM60 PNPLA8 HILPDA SYNCRIP ATP5MC2 CD63 PAN2 HNRNPA1 CD164 SMYD5 DYNC1LI2 LAMC1 BORA NUDT15 BZW2 DDX56 DCAF7 ACTL6A TANK VPS45 CCDC115 IMP4 STAM YME1L1 SMC2 OR13C9 SLC2A8 MYC RPS6 CNPY3 TMEM14B LRRC1 VARS2 TAF8 NUMA1 RAB30 RNF121 C11orf1 ALKBH8 CTDSPL2 NUSAP1 NDUFAF1 KNL1 RPLP1 LRRC49 UACA RSL24D1 DBT SELENOI PREPL LRPPRC KIF11 DNAJC13 ASCC1 RPS24 METTL5 ITPRID2 MNS1 GLCE UBL7 COPS4 HNRNPD CENPE PARVG SINHCAF PLCZ1 ETFBKMT TMEM117 NDUFA9 SCAF11 RPL14P1 MARCHF9 POC1B SDSL TARBP2 LMBR1L MYG1 TMBIM6 VPS33A RHOF ARMH4 WDR89 EFCAB11 MFAP1 GCNT3 TLE3 HMG20A ARRDC4 PIF1 POLG ABHD2 TICRR UNC45A UQCRC2 DHX38 TXNL4B CHST4 ZFHX3 KATNB1 KIF2B NPEPPS CLTC BCAS3 GNAL SLC39A6 WRAP53 NFIC FEM1A DPP9 IFNAR1 EMP3 EVI5L RPL13A NOSIP CNKSR1 ITGB3BP RPS8 KIF2C MTF2 SLC44A3 STRIP1 NME7 MGST3 UFC1 NUF2 RGS5 USP21 MRPL24 ZNF687 TARS2 SETDB1 ENSA GOLPH3L GABPB2 HAX1 ILF2 C1orf131 CEP170 GALM CAMKMT RPS27A SNRPG SLC20A1 UBXN4 CDCA7 SUMF1 TCTA PLAC8 TBCK NDUFS6 RPL37 SLC30A5 BTF3 FBXL17 TNFAIP8 ATG12 YIPF5 RNF145 FBXO38 G3BP1 CPLX2 TRIM41 HIGD2A MMUT ABT1 RPL7L1 TPBG ARMT1 GNA12 CDCA5 SLC12A9 MEPCE HDAC8 RPL10 HMBOX1 TACC1 SLC26A7 POLR2K CDKN2B ZCCHC7 SNX30 NR6A1 WDR31 POLE3 RPL7A GTF3C5 PTGES2 POLR3A PPRC1 ITPRIP CNNM2 IMMP1L RPS3 ATM SLX4IP MPZL2 SIDT2 CNBD2 ALDOA ARID5B CDH8 TMEM218 MIA2 HNMT DLG2 MTMR12 CCT5 ATPSCKMT DLAT PIH1D2 NKAPD1 TIMM8B UBC UBE3B DIP2C UPF2 CDC123 QTRT2 PIGF CENPU TMEM267 DST ARL14EP SPC25 POC5 HOMER1 NADK2 PANK1 PTPRK RAD17 SRP19 CETN3 AHCTF1 CD96 TRAPPC8 LINC00467 ING1 ADPRHL1 UBP1 BUB3 C21orf91 GABPA TSEN2 CCDC174 FLCN DPH3 OXNAD1 TRMT44 USP25 GRAMD2B MOV10 DBI CNOT8 NUP205 FAM126B MED7 RMND1 ADK C8orf37 WHAMM N6AMT1 TIAM1 PCDH1 UQCRB MTERF3 PTDSS1 RPL30 EEF1A1 MED19 ZFAND3 NPTN KAT6B ATAD2 ZNF689 PRR14 FBRS EIF4A2 CLDN12 FCSK HYDIN CCNB2 LCA5L C9orf43 PSMG3 AP3S2 MEGF11 WASF2 RNF207 H2BC5 CDC25C AHCYL2 ALAS2 EMSY TOMM40L GART ATP5MC1 RCAN1 NAE1 ZYX CALM3 BSDC1 PRMT2 SIK3 CHTOP SHC1 CRTC2 FDPS MRNIP SQSTM1 MGAT4B RPL8 MAML1 IKZF3 SRSF2 DBF4B LARP4 UBXN1 LBHD1 STX5 ZFPL1 COA7 PEF1 USP1 EXTL2 SLC9C2 AXDND1 IER5 BPNT1 PPP1R21 B3GALNT2 PUS10 PEX13 TYW5 MAIP1 DUSP19 COQ8A LYSMD1 SCNM1 INAVA NAXE ARPC2 TSACC CCT3 SUCLG1 PRKCI IFI16 PPM1L GTPBP8 NEPRO CCDC191 COX18 PTPN13 ALB PSMD6 RPP14 RBM47 MTHFD2L SLC4A1AP TPRA1 ARHGEF3 ZNF691 AIMP1 SPRY1 POC1A MAD2L1 HPGD ANAPC10 ABCE1 MOCS2 TMEM161B NIPBL STARD4 PGGT1B NDUFS4 GRPEL2 ARSK TIGD6 ANKRA2 UBLCP1 UTP15 NSA2 GFM2 SEPTIN8 GDF9 RPS14 BMT2 USP49 RAD21 ORC5 SNAPC3 NUDT2 PSIP1 C9orf64 CXorf58 VCP FBXO33 LRR1 NEMF RPUSD4 TTC8 NUDT5 PIP4P1 ZNF219 METTL3 CPSF2 CACNB2 JAM3 SENP8 COPS2 CCT2 ANAPC16 USP54 IFTAP ATP9B SERPINB8 RPL27A CENPN ZNF143 MCM7 TK2 TMEM135 HSP90B1 BLCAP B2M GOLM2 AP1G1 PCLAF SMAD3 AKTIP CNPY4 PHB SNRPD1 TRUB2 COQ4 SP2 IGF2 ATP5MG TEPSIN ZNF668 ANKRD11 RAB4B PROSER3 DNAAF3 HDGFL2 GLOD4 C19orf48 PRDX2 TK1 TMEM68 GHDC SLC3A2 PBK IRF2BP2 MMADHC MPLKIP ACOX2 SEPTIN2 RFWD3 POLR3D ZSWIM1 UGT3A2 ZBTB5 ADAL LCMT2 LRRC28 CEP120 HNRNPH1 ATF5 LMAN2 SLC50A1 SLC33A1 SLC38A11 METTL15 HINT1 NFU1 APLF OTUD7A ZNF778 PWWP2A UBB GPRC5C HARS1 NUDT9 NUDCD2 IRF2BP1 ATF7 CHCHD7 MSANTD4 MFN1 MORN4 ZNF692 SCAND1 ZNF440 KRT15 MRPL36 KSR2 ZNF561 TBCA BCL2L1 RAB4B-EGLN2 ENC1 SPSB1 SPATA5L1 MRM3 PTEN DRC3 JMJD1C EIF2AK3 MTBP MRPL13 ISG20 C5orf34 ZNF131 DPAGT1 HINFP BPGM GNB2 C2CD2L FIBP DCP2 CES3 PDP2 LVRN FAM222B TRMT112 PARP14 CKS1B GLRX SFT2D3 MICOS10 SMARCC1 PEAK1 ADGRF3 CHD2 UQCRH PSMD1 TOMM20 EIF1 SLCO4C1 RGMB ZBTB4 ZWILCH RPL4 SNAPC5 DENND4A MRPL11 MSL2 RIN1 NDUFA11 SNHG29 UBE2C MRPS22 ZNF408 ARHGAP1 MED16 EIF3F PPP2R2D MCTP1 UCP2 MRPL48 SUGCT LINC00476 TOM1L2 ZNF77 LYSMD3 RTTN PLAAT3 USF3 CNTD1 CCDC121 BOK RUFY1 TALDO1 ZFAS1 PAWR MIEF2 ARIH2 ATOX1 PIDD1 RPLP2 HASPIN CSTF2T ACAD9 THAP5 DNAJC28 TMEM94 HNRNPA0 AC025171.1 AP3S1 RPS27 IMP3 ASB8 TMEM139 EXD1 SAMD4B SHARPIN MAF1 PIPOX PCBP1-AS1 MROH1 RCC1 OAZ2 ZNF609 SKIDA1 LRRC57 NPM1 POLR2A DDX60L SETD2 RNF41 ADO MRPS11 TMEM259 GET1 TDRKH IST1 ERCC6L2 CYB5D1 GLRX5 SATB1 RPL35A TSPEAR-AS2 C11orf54 EWSR1 HMGN4 CNOT10 NAA38 AFMID ARHGEF37 RABIF CALN1 CCDC159 SF3A3 PSMG1 NDUFB1 MACC1 KCTD16 TTC32 PTP4A2 CMSS1 KRBA2 CDCA2 SERINC4 AP3M1 UBOX5 H2BC13 ARL15 TEDC1 P4HB PBX1 PMEL ANKFY1 NRG3 ADAMTSL5 PTCH1 C2orf76 TAS2R42 MST1P2 RPS23 BTN3A2 MIR22HG ZFP91 HEXIM1 TRABD2A CHP1 PTMA C17orf97 VMAC C5orf52 SPRY4 FANCM AC091057.1 DCUN1D3 COMMD6 CENPP PLSCR1 GTF2F2 NBR1 CLN3 NHLRC3 LINC00910 MSL1 LRRC66 NDUFA4 RNFT1 CLDN4 ZNF33A FHIT HMGB1 PPIA MFSD14C STK31 ZNF774 TSC22D2 SIAH1 C20orf96 AFAP1 NACA MRTFA HDAC2 TRAPPC4 ERI2 TOMM7 H2AC13 H2AC11 ZNF239 ILRUN AP2A1 WDR5B ZNF398 ACSL5 ABCB8 ZNF785 RAD54B ZNF165 SYNGAP1 DDI2 TRIM33 LRP10 ZNF786 IPP HNRNPAB ZNF695 RPF2 IRF1-AS1 CDC42SE1 ZNF460 FAM118B NOL8 RPS4X GRK6 QRICH1 RPL23A GET3 OGA ANKRD35 ARMH1 GPN1 DDX39B TAT TTC37 MT-ND6 MTCO3P12 MT-ND5 MT-CO1 OPA1 MT-ND3 MT-ND4 MT-ND1 MT-ATP6 SREBF2 C1orf174 KIAA0753 MT-CO3 DMD RNU6-502P SNORA21 RNU6-1301P SNORD33 SNORD36A SNORD104 RNVU1-22 VTRNA1-1 RNU5B-1 RNU5D-1 SNORD35A RNA5S17 SNORD118 SNORD35B SNORA33 SNORD18A RN7SKP134 SNORD36B SNORD14E RNY1 RNU5E-4P SNORD38A VTRNA1-2 RNU6-728P SNORD14C RNVU1-21 SNORD34 SNORD18B RNU4-2 TDRKH-AS1 BTBD7P1 CENPW EEF1AKMT2 EFCAB7 HLA-DMA RNF5 AGPAT1 SDHD MRPS18B PPP1R10 RACK1 AKT1S1 MZT1 LINC01545 FBXO48 ZNF783 C12orf73 TMEM231 C4orf47 SARNP PRR13 ATP6AP1L MUC19 ITSN1 CRYZL1 RNPS1 DNAJC19 RNU6-1 SNORD101 SNORA24B SNORD59A SNORA72 SNORD14D RNU6-1289P SNORA70 SNORA68 RNU6-2 SNORD38B SNORD15B RNU6-9 MIR626 MIR638 MIR616 SNORD12C MT-TL1 SNORD83B SNORD83A MT-TF MT-TV MT-RNR2 MT-TI MT-TQ MT-TW MT-TA MT-TN MT-TC MT-TY MT-TS1 MT-TK MT-TG MT-TR MT-TH MT-TS2 MT-TL2 MT-TE MT-TT SELENOH MT-RNR1 TSN RNA5SP18 RNA5SP219 LINC01089 EWSAT1 MT-ND4L NUP62 DENND1B CCDC183 RPS3P6 SRA1 TMX2 HEXA NDUFS3 CLIC1 DDAH2 RPS29 GTF2H4 RPL7AP64 LIPE-AS1 MDP1 RPL7AP14 FBXO16 PAXIP1-AS2 TTC41P FIS1 ANG AC009053.1 RPS19P1 CDIPTOSP RPL13P12 PRDX2P1 PEX26 FASTKD5 MYL5 TMEM167B CROCCP2 AC009403.1 CKLF HIGD1AP16 FAM228B ARF1P1 SNORD111 RNU6ATAC MIR1282 AP4M1 SLC12A8 VPS52 LAPTM4A-DT AC005076.1 HCG14 SLC25A5-AS1 DPRXP1 DPPA2P3 TANK-AS1 RPS27AP16 NDUFAF8 HMGB3P22 SBDSP1 TMEM30A-DT KCNIP2-AS1 CYP4F26P GTF2IP7 PIGQP1 LINC00434 KIF9-AS1 ATP5F1AP2 TEX46 MT-ATP8 HDAC2-AS2 RPL7L1P8 WEE2-AS1 SEPTIN7-DT VIM-AS1 LINC01715 RGS17P1 RPL4P4 MAST4-AS1 PET100 AL669831.3 ACBD6 TPI1P2 PPP5D1 RPS23P8 HLA-DPA1 GORAB-AS1 RPS18 AGBL5-AS1 MCTS1 ZNF687-AS1 PTGES2-AS1 SEC1P SNHG15 HOXB-AS3 PDXP-DT STXBP5-AS1 DNM3-IT1 AC005083.1 DDX39B-AS1 EIF2AK3-DT LINC01952 CLYBL-AS1 RPL34-DT SP2-AS1 IFT74-AS1 LINC02817 SNHG20 ZSCAN31 AL031727.2 PEF1-AS1 GPC5-AS1 ZBTB22 ZBED5 NIFK-AS1 PKN2-AS1 UNC5B-AS1 ELOCP18 RPS27P5 SNORD42B SNORD4B SNORD42A SNORD54 RNU7-27P SNORD2 SNORD13 RPL35AP35 RBM14 PABPC1P10 WBP1 LY6G5B ISY1 PDXP FABP5P3 ATP5PO HYPK AMACR AP5Z1 SOX2-OT MICAL3 EFNA4 WDR92 ETV5 RPL30P11 RN7SL724P ALKBH3-AS1 RNF139-AS1 AC008393.1 MEF2C-AS2 LINC01513 RAB30-DT AC024588.1 AC116535.1 DIAPH1-AS1 UBE2D3-AS1 RGMB-AS1 SNHG10 UBL7-AS1 ZBED5-AS1 AC090061.1 AC008966.1 TMEM161B-AS1 AP001922.1 BCKDHA OCIAD1-AS1 NPM1P21 RBM14-RBM4 LINC02065 PPBPP2 MTND5P11 CASC11 KRT18P31 TERB1 YJEFN3 HOXC-AS2 SELENOP ZBED3-AS1 MRPS30-DT LINC01843 RPL32P3 MALAT1 RNU7-123P SNORA62 SCARNA13 SNORD36C RNU6-1191P SNORA31B HOXA10-AS OSGEPL1-AS1 CERNA3 LINC01592 PRKDC PCDHGA8 LINC01030 VPS13B-DT SNORD87 AC011379.2 AP002495.1 MRGPRX6P EEF1G CKLF-CMTM1 MPV17L2 BORCS8 TUBB4BP4 ZFP91-CNTF HTD2 AC093510.1 PXN-AS1 CTSO DNAAF4 ITFG2-AS1 HMBS AP001160.1 HP PSMA3-AS1 CUX1 AC090001.1 LINC02320 AL157911.1 ARHGAP5-AS1 SRP54-AS1 LINC01568 LINC01146 AL132639.2 POC1B-GALNT4 NDUFAF4P1 AC023355.1 MRPL46 TPM1-AS AC051619.4 AC025043.1 FABP5P9 HEXA-AS1 AC096734.2 AC069224.1 STAM-AS1 AC009065.4 AL163051.1 FBXL19-AS1 HCCAT5 LINC01572 AC106736.1 AC138627.1 HPR DNAAF4-CCPG1 ISY1-RAB43 LINC02141 DLGAP1-AS2 CORO7 RPS7P1 SNORD43 RN7SL774P LINC02003 MIR3912 SNORD55 MIR4258 MIR3913-1 OTUD7B SNORD95 MIR4638 AC018521.5 SNORD84 MIR5188 MIR4276 SNHG25 MIR4636 MRPS21 MIR3661 AARSD1 NAGPA-AS1 ILF3-DT ZNF561-AS1 ATF7-NPFF RNFT1-DT NAPA-AS1 AC132192.2 SLC25A53 AC008735.3 MICOS10-NBL1 IMMP1LP1 TAF15 BUD13P1 LINC02427 AC013400.1 SNORD14A SNORD96A LINC01023 BTF3-DT PPP1R21-DT WDR5B-DT GAR1-DT CHASERR ATP6V1FNB TMEM167B-DT CWC25 ZNHIT3 H2BC8 TAF9 NOL12 INO80B-WBP1 MIR4727 H3C6 RNU11 SCARNA16 MIR6508 MIR6747 MIR7111 MIR6797 H2AC8 SNORD49B TYW1B PIGW SNORA9 PKD1L3 AC007906.2 PSMB3 SNORA50C CISD3 MYO19 H2AC4 OR51B2 ABALON SEPSECS-AS1 MPP7-DT MIR5087 ZNF239_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF239_TARGET_GENES MMP25 CNN2 ZDHHC2 CASC3 LRRC59 SLC16A6 GSTCD INTS12 SCAND1 MAPT RTEL1 ERCC1 MTFR1 AP1M1 SEC14L5 SH2B3 SMG7 MAN1C1 DTX1 ARSG CCN1 CNBD2 TM7SF2 ZKSCAN2 BEAN1 STAT6 JSRP1 NIBAN3 CXXC5 TMEM94 SH2D5 NCOR2 STMN3 ADGRG1 ZNF579 SMG7-AS1 NEAT1 BEAN1-AS1 POU2AF1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/POU2AF1_TARGET_GENES DBNDD1 POLDIP2 KDM1A CDC27 PHTF2 IFRD1 CD79B JARID2 FAM76A HIVEP2 NME1-NME2 QPCTL SAMD4A ZNF839 GRAMD1B NDUFS1 HSF2 VIM SNX1 ANK1 TIMP2 TG HDAC9 ADAMTS6 HEXB MCUR1 FOXN3 OPN3 SDCCAG8 TBC1D22A FAM168A CYFIP2 TRAF3IP2 USP13 CDK14 CROCC ATP2B4 SFSWAP U2AF2 TSPAN32 SBNO2 DGKA MYLK NFYC ROGDI OTUD5 KCNAB2 UFD1 LRP6 PFN2 SLC44A1 RDH11 ADGRL1 ZFYVE26 SREBF1 MARK2 ST6GAL1 IPCEF1 TIPIN EIF4G3 KIFAP3 BAZ2A ANKRD13A UBE2T SPAG6 LRCH4 N4BP2 PCM1 TP53INP2 REXO1 RAPGEF3 CEACAM1 CIC FDFT1 RBL1 CROCCP3 MEF2C DLG3 NFE2L1 GSK3B XPO1 DOP1A KAT6A ZNF671 SCAMP1 SRRT SNX5 DZANK1 SIRT4 NECAP1 PLEKHG2 DLL3 EXOC1 WDR7 TXNL1 CDV3 COL9A3 DPYSL2 CDC45 DHPS SH2D3C BLNK WAC FKBP5 ZNF184 MAST3 OCEL1 FBXL19 MAPK1 SH3BP1 HPS4 TRIOBP MICALL1 RSPH14 GTPBP1 TOM1 CHKB PHF5A ACO2 DESI1 DAAM1 CEP128 DICER1 ACIN1 GINS1 ADNP PLCB4 ADNP2 NXT2 PIM2 CDK16 PORCN ARHGEF7 MGRN1 NUTF2 CENPT ZNF423 CMC2 GSPT1 INTS10 KCTD9 GYS1 MAP4K1 TUBB4A CD37 IL4I1 PTOV1 DYRK1B AKT2 HNRNPUL1 BABAM1 ATP1A3 GRWD1 PPP2R1A PIK3R2 ISYNA1 ELL DNAJC2 SSBP1 STX1A TAF6 FBXO24 TSPAN13 EIF4H AKNA PLGRKT CREB3 APBA1 EXOSC3 ZFAND5 PPP3CB UBE2S RPL28 RNF43 CPD YWHAE DPH1 CDR2L TMEM33 CLCN3 CD81 POU2AF1 LTA4H ENDOU GAPDH NOP2 COPS7A C12orf57 NEDD9 CAP2 E2F3 SRF FAF2 FAM172A PCDH12 CSNK1A1 PDCD10 PFKFB4 FXR1 NEK11 EEF1B2 LMAN2L ITGA4 GLS GGCX KDM3A ID2 MSH6 BCL9 RPL22 ELAPOR1 SWT1 MAD2L2 GADD45A PRDM2 SDHB RAB29 ECE1 ID3 APH1A CNN3 STX12 KPTN ATF6 CREB1 IRAG2 AKAP7 SGK1 ZNF430 VAMP8 FOXO3 CCNI FKBP15 PTPA CNTRL ZBTB45 FAM98A ELF1 HSPH1 APAF1 TARDBP FAM117A TRMT1L TMEM39B POLM EGR2 CHD6 DDX27 TRERF1 ABCC10 H2BC11 HS3ST3B1 NT5C MBOAT7 FNDC11 PSD4 OPA3 SNRPD2 PRDX5 BCL2L12 IRF3 RRAS DLGAP5 HSPA2 DYNC2I1 PKMYT1 AAMP PNKD AKAP9 MTERF1 ZNF780B ASPHD2 VPREB3 IGLL1 ELL3 ACKR4 DCTD AJUBA PARP2 RHBDF2 TTI2 CBFA2T3 GADD45G GTPBP3 ZSWIM6 FCHO1 TAF4 ADRM1 NPAS1 ZNF428 GSE1 SH3BGRL HACL1 RPL27 DIAPH1 NPHP4 ZSCAN5A THAP1 RFX1 ZNF20 H3-3B DLG4 BTBD3 NXT1 ALDH3B2 RFXAP WDR74 C1QTNF6 AMPD3 BHLHE40 SLC38A2 PHC2 ARGLU1 PSAT1 USP30 PNPLA8 NHSL1 PCNX2 STX6 LAMC1 C2orf49 NMT1 SRSF1 LIMD2 KAT7 RALGPS1 SLC31A1 GARNL3 DPM2 TLN1 SPAG8 CD72 UQCC2 HMGA1 IER3 POU2F3 CASP5 MAPKBP1 NDUFAF1 TMEM62 SEMA6D RSL24D1 LRPPRC AOX1 CARF WDR12 USP8 G3BP2 CCNG2 USO1 SHROOM3 ANXA3 SLC39A8 ERP27 FGD4 SINHCAF BRCA2 ESYT1 ESR2 TCF12 SERF2 SLC27A2 TSPAN3 MEAK7 G6PC3 CLTC SS18 RPRD1A TMC6 SMAD4 PMAIP1 CACNA1A DPP9 PGD PIGK MTF2 STRIP1 POU2F1 SEMA6C DUSP10 ADAM15 EFNA3 KCNN3 CEP170 SDE2 PTPN7 CALM2 CDCA7 KANSL1L ESPNL LRIG1 SPATA5 ARHGAP26 FARS2 GFOD1 RNF44 DOK3 TTBK1 DOCK11 ST18 RGS20 GOLGA7 EBAG9 PTGES2 SLC25A25 MIGA2 NOTCH1 FAM13C SESN3 MTA2 CABLES2 PLCB3 ALDOA TLCD3B ARID5B ENKUR BTBD11 DIP2C CENPU CENPJ RABGAP1L PAN3 SRP19 BANK1 TRAPPC8 AK5 SORBS2 KLF10 TRMT44 SLC7A7 TIAM1 ATAD2 BRPF1 NECAP2 FZD1 TSC22D3 AP3S2 PRXL2B PANK4 CNNM4 H2BC5 RAPGEF6 PAXBP1 RUNX1 C1R CCDC107 CCDC28B TLCD1 LRRC71 PSMC2 LRRC56 ACOX1 RAVER1 PAQR4 TTC9C SYVN1 RPS6KA4 NOL9 SDC3 NFIA FAM102B ARPC5 REL MEMO1 ARL5A CFAP36 SMC6 COQ8A IWS1 ARHGAP25 ANTXR2 HIPK1 IGFBP7 HDAC11 NFASC SGO2 SERPINI1 PRKCI TIPARP KIAA1143 KIF15 LZTFL1 ZNF589 SPRY1 EBF1 TRA2A GALNT10 SYTL3 PEX2 OXR1 ALDH1A1 MID1IP1 INTS6L MICU2 ZNF22-AS1 KBTBD6 QSOX2 NSMF CASP7 METTL3 ZFYVE1 SLC39A13 ABTB2 IKBIP BTRC TAF10 CENPN WEE1 TK2 BLCAP AP1G1 NEMP1 NAB2 CNPY4 TBC1D16 RPL13 KMT2D RAB4B LENG8 PPP1R14A DAPK3 TMC8 RAB26 ATG16L2 RNF187 THAP11 KCTD6 RHOH ATXN2L SLC20A2 AXIN2 LDLRAD4 INPP5D MFF PTPN9 CLIC4 VPREB1 BUB1 DCXR UGP2 BTD KLF13 NLGN2 MZB1 PFKFB3 IRF2BP1 TTLL6 TSEN34 NUDT6 NAIF1 TMEM37 ASXL1 LRRC8D BCL2L1 RAB4B-EGLN2 ENC1 ATF7IP MOB3A TP53RK NAA16 ANKRD13D PHF8 ZNF680 TRMT112 ESRRA SLC2A14 DAG1 TAS1R1 RBM4 XXYLT1 ZDHHC24 ZNHIT2 HRAS RIN1 MED16 ATG13 SMAD2 ERCC4 RUVBL1 DLEU1 SOX11 TYMS DEAF1 TMEM80 FBXO46 CHD9 PPFIA3 UMODL1 NINJ2-AS1 ZFAS1 TGIF1 ZBTB33 RABEP2 CSTF2T CRACR2B ARL6IP6 IMP3 IMPDH2 SH2B1 ZC3H12D PLEC GEN1 BEND3 CTNNBIP1 GTPBP6 APOLD1 EIF3K C1orf194 C14orf119 HARBI1 NRIP1 H2AC6 H2BC4 MAP6D1 ZNF443 RNF135 ACBD4 DIPK2A MRPS11 SNRPE TMEM259 P2RY8 PLCXD1 CSF1R TRAK1 PLCB1 MAFA C16orf72 SOX1 MCEMP1 BEGAIN ARHGEF37 RUVBL2 H2AC20 H2AC21 EFNA5 TMEM255B KRBA2 CDCA2 AMER1 H2BC21 EIF4ENIF1 ANKS1B PRMT3 PRAME ZNF829 C16orf54 POLR3C KIF18B ZNF197 HEXIM1 TNFRSF18 IFT140 AGRN C15orf62 ZNF383 ZNF559 IER5L HMX2 LINC00910 ZAR1L LIN54 RASSF10 ZNF724 AKR1C3 SPATS2L ZNF766 PRPF40A TCF4 AMZ2 ZNF700 H2AC11 H2AC7 WDR5B ZNF138 SERTAD1 ZNF100 H3C12 ZNF655 STMN3 TOPORS RPS26 MYO1C H2BC12 ZNF273 HMGN5 ZNF251 TCAF1 ZNF568 YTHDF2 MDM4 LRIG2 TOP1 SREBF2 RNU5E-1 RNU5A-1 SNORD68 RNU5B-1 SNORD118 RNU6-7 RNU5E-4P RNU6-8 RN7SKP249 RNU5E-6P RNU6-669P RNU4-2 LINC01562 OR1F2P CHML H2BC18 BRD2 LINC01993 HLA-DRA FKBPL NEU1 PRRC2A NCR3 PPP1R11 NAP1L4 TMSB4X TMEM256 CHKB-DT ITSN1 CRYZL1 C21orf62-AS1 RNU6-2 RNU6-9 MIR30A MIR634 IGLV4-69 IGLV8-61 IGLV4-60 IGLV6-57 IGLV11-55 IGLV5-52 IGLV5-48 IGLV1-47 IGLV5-45 IGLV7-43 IGLV1-40 IGLV1-36 IGLV3-27 IGLV3-25 IGLV3-22 IGLV3-19 IGLV3-16 IGLV3-10 IGLV3-9 IGHV2-26 IGHV4-34 IGHV3-48 IGHV5-51 IGHV3-53 IGHV3-66 IGHV1-69 IGHV5-78 NUP62 MEF2B FBXO16 LYRM4 PLEKHM1P1 HNRNPUL2 CKLF H2BC16P H2AC10P LL22NC03-63E9.3 PPP3CB-AS1 FAM200A FADS3 RNU4-86P RNU2-2P RN7SKP240 RN7SKP165 LINC01248 IGHV4-59 INTS6L-AS1 TEX41 LENG8-AS1 LINC01483 WEE2-AS1 VIM-AS1 RPL17P15 IQCF3 IGKV1OR2-108 DLEU2 OSBPL10-AS1 PTGES2-AS1 PHC2-AS1 TMEM238 ZNF197-AS1 LINC01122 H2AC5P HNRNPUL2-BSCL2 EPN2-AS1 BHLHE40-AS1 MFF-DT KCNMA1-AS1 UST-AS2 NALT1 AL391832.2 LINC00426 LINC02863 RNU7-1 SNORD13 IGKV2D-30 NME1 TLR9 IGKV1D-8 IGKV3-20 IGKV1-8 LINC00881 IGKV2-24 IGKV3-11 IGKV2D-24 STAG3L5P IGKV1-39 IGKV2D-28 IGKV2-30 IGKV2D-29 TIPARP-AS1 TMEM199 IGKV2-28 ETV5 HDAC11-AS1 RPL30P11 GABPB1-AS1 AP000787.1 ZNF585B LINC02202 FLJ42969 ACTN3 ATP5MGP3 ZNF564 AC244502.1 IGKV2D-40 RNU6-319P RN7SKP34 IGLVI-70 IGKV2-14 IGKV2-10 IGHV3-37 IGLV3-6 MIR3142HG C8orf37-AS1 IGKV2D-10 IGKV2-29 LYN IGKV2-18 IGKV2D-18 CHKB-CPT1B WAC-AS1 IGLL5 CKLF-CMTM1 ZNF225 TEN1 AL049869.2 MRPL46 CYCSP38 HMGN1P26 AC012236.1 AC106820.2 AL118516.1 FBXL19-AS1 TMEM256-PLSCR3 AC012146.2 MIR5189 RN7SL784P MIR4425 MIR4513 DCXR-DT MIR4674 MIR3680-1 RNF115 MIR3143 MIR5195 MIR5700 MIR3945 AC015936.1 FAM215A AC006116.7 AC005264.1 AC016168.2 NAPA-AS1 EGLN2 RMRP ZNF559-ZNF177 TAF15 IGKV2OR2-1 HTATSF1P2 IGKV2OR2-2 LINC02427 IGKV1OR2-6 LIX1L AL031055.1 NFYC-AS1 CASC15 STAG3L5P-PVRIG2P-PILRB C2orf49-DT H2BC14 H2BC8 MIR6853 H2BC17 RNU11 H2AC12 LENG9 H2BC9 H2AC14 H2BC3 H2AC16 H2AC8 RNU2-4P RPPH1 H2BC7 H3C7 IGLV2-8 AL354696.2 H2AC4 H2BC10 H2AC17 IGHV1-69D LINC01232 MIR4434 TAZ_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TAZ_TARGET_GENES NUB1 CHDH PHLDB1 RRP12 RELT NCKAP1 NTHL1 ERBB3 RASGRP2 SIRT2 PRKACA MOV10L1 ZZEF1 SRI ZNF638 GSTP1 EIF2AK1 PIGS PIR ARHGAP28 FLT3LG HOOK2 CATSPERG ZDHHC8 CABIN1 HPS4 PFDN4 PRPF6 CDS2 IDH3B RIOK3 VAC14 NFKBIB CCDC114 HOXA1 SNX8 TFR2 MEST FSD1L DOCK8 DKK1 GAR1 EHD1 BIRC2 PRPF40B ALDH2 RASAL1 PRKAB1 BNIP1 AMOTL2 TP53I3 ARTN STMN1 RPS6KA1 KPTN MYL12B TJP2 ZBTB45 DNMT3A CYREN MMP19 RAP2C STX16 AHNAK PKMYT1 SPINK2 MRPS12 AJUBA REEP5 AANAT CRACR2A SH3BP4 RPL36 CYP2E1 TERF2 TPGS2 DHX34 ITM2C GPNMB MARCHF7 ARHGEF39 ATAT1 SLC37A4 THBS1 G6PC3 MIEN1 SAE1 PARP1 METTL21A ANKRD1 ROM1 EML3 PLCB3 KIAA1328 BEND6 PITPNC1 CEP112 RPGR SUPV3L1 DEDD THEM4 RDH13 LMNA LEMD2 SNHG16 MELTF SGPL1 TEPSIN CORO6 DNAAF3 TK1 CHRNB1 PGAM1 ISG20 MAB21L4 CES3 SYT12 FAM166C CYB561D1 UBE2O P4HTM SELENOW HARBI1 NXPH3 SKA2 SMTN EFNA5 TXNRD2 FAM186A CENATAC ESPN ZNF385C EXD3 CCDC9B NOXA1 NDUFA4 TOGARAM2 PPP1R26 PLXNB2 PIWIL2 VEPH1 PARVA AVPR1B PLXNB3 EXOC3L4 KCTD11 SH3D21 SMIM13 LINC00240 AC002378.1 LINC02585 SNHG26 LINC01672 H3P1 ANKRD63 HOTAIRM1 LINC01937 LINC01186 LINC01275 LINC01119 TCAM1P FMN1 RPL32P3 HOXA-AS2 OSGEPL1-AS1 AL132780.2 H3P40 AP005329.1 AP005205.2 LINC01842 AC138150.2 LINC01836 CGB1 GAR1-DT EIF1B-AS1 GCLC ITGA3 ALDH3B1 CCDC124 CEACAM7 CDK11A CELSR3 CRY1 CLCN6 SAMD4A NR1H3 MAP2K3 LTBP1 SLC4A8 HHAT TBC1D22A IL17RB YBX3 PDE4A PPP2R5A PRR11 RORA LRP6 TRIB2 SPEG CELSR1 MCAM SYNJ2 EDN1 FKBP7 RAPGEF3 CEACAM1 ITGB5 COL16A1 NOX4 TFAP2C RFX2 GNA11 RPL6 FXYD5 SYDE2 KHNYN CHD8 ADNP DIDO1 TRIB3 FAM83D MGRN1 CORO1A ZNF423 SLC7A6 TSC2 UBFD1 EARS2 CSK SARS2 TIMM44 TNNT1 GPI BBC3 USF2 CDK6 PCOLCE ABCA2 LZTS2 PITX3 GALK1 CAMTA2 MED13 SH2B3 ING4 CRYBG1 SRF VEGFA POLR3G C9 EIF1B LAMTOR2 RBBP5 CNN3 DYNC2I2 LTBP2 ATL2 AVPI1 TGFBI CRY2 HPCA CXCR4 ZC3H7A RPAP2 NR4A1 BATF3 UNC5CL SYMPK RRAS OSGEPL1 MRPL34 SAMD10 LSP1 CEP85 EPS8L1 RAB11FIP4 SNRPA1 MYBBP1A PCNA GRHL1 ADAMTS8 TBC1D4 TMOD1 STRA6 SHROOM3 FAM222A CDH24 CBLN3 FRMD6 ZSCAN29 TGFB1I1 CMTM3 KSR1 TTYH2 CBX4 POGK CRABP2 HMCN1 SLC39A1 ACP1 POLR2D PKP4 NOTCH1 POLR3A SYT8 ESAM CACNA2D4 TMEM86A FER DST PTPN14 DAB2 RPIA CXADR ANKRD9 GPAT4 ZFYVE28 PDXK UBQLN4 PAQR4 CLPB PEF1 CAPN2 H3-3A VPS72 EIF5A2 OTUD4 PDSS2 STK17A GPER1 ANKS6 TMEM170A ZBTB39 DIS3L MBD6 RAB8A MIDN CACNB3 AXL CCDC88B ZCCHC4 CST5 KRT8 METTL7B ASXL1 COL8A2 ZNF217 ZNF417 CHD2 JUP CBX2 ZBTB4 SFN ETV4 MBLAC2 SPHK1 SLCO3A1 MTHFR DEAF1 RHOG ZBTB34 CASKIN2 PLEC PTPN11 CDC42EP4 SERTAD2 GLIPR1L2 MAP3K15 MAP6D1 CAPS2 ZNF792 DDN GPR3 TSEN54 SNORC AFMID WT1-AS FOXL2 SCN5A DNAH2 SOCS3 SEPTIN9 CLDN6 ADSS1 TMEM179B ADAMTSL5 LEMD1 MIR22HG ARAP1 FSCN2 PDZD7 TEAD1 BCAM EPOR C15orf62 SRSF10 PAX5 NOL4L MAFK LRIG2 L1CAM COX20 FOXO6 PKP4-AS1 MICB RNF39 ATXN2 CCDC85C CFAP99 FOXL2NB HACD2 RNU1-8P ALG3 STARD10 EML6 AATBC MIR298 H3P28 H3C9P RN7SKP192 LINC00466 PCOLCE-AS1 NDUFAF8 LINC01389 ABHD11-AS1 BAZ2B RPL39P40 H3P44 LINC01203 FKBP14-AS1 HCG20 LRRC3-DT DSCR9 CEACAMP2 MRPS9-AS1 PSG1 CCT6P3 PPP1R3E PEF1-AS1 PRKG1-AS1 LINC01968 CDK6-AS1 NALT1 LRIG2-DT MYLK-AS1 RN7SL674P LINC02004 GUSBP2 NME2 AP000787.1 DRAIC SMURF2P1 AP000866.2 SNHG21 LINC01843 AC104123.1 LINC02695 BRD9P1 STX16-NPEPL1 CENATAC-DT CUX1 LINC02251 AC009090.2 SEPTIN9-DT AC007431.2 MYO15B LINC01775 NAPA-AS1 AC006262.1 IGFL2-AS1 AC107031.1 H3P42 H3-3A-DT FRMD6-AS1 RN7SL736P PIGW SRCIN1 MYO19 MIR7155 SMN1_SMN2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SMN1_SMN2_TARGET_GENES ITGAL TMEM98 PAF1 POMT2 GIPR PHF7 PRSS3 LRRC23 DPF1 WIZ DPEP1 NLRP2 RNF10 CLEC16A CTNNA1 TSPAN17 LMO3 ADAMTS6 SDCCAG8 FAM114A2 RC3H2 SEZ6 CDON TIE1 CD84 MEF2A PITX1 EPN2 TFRC RHOBTB1 CHFR ADAM11 SCARF1 ENO1 PLD1 NT5C2 PPP1R12B SNRPA NAALAD2 KEAP1 SCTR SRCAP SERTAD4 RRN3 CEACAM6 ACHE PXN FUS CDIP1 BLVRB STRN4 PLEKHG2 ALKBH5 CBX5 CRAT ACOT7 SLC7A4 NEFH RBFOX2 NCF4 SLC25A17 CERK CGRRF1 REC8 GMEB2 SEC23B MROH8 TTI1 RPRD1B LIPG FMR1 EMD SUPT20H KPNA3 UBFD1 MAZ STK3 MAP4K1 CCNE1 FBL GPI AKT2 PLD3 CEACAM4 BABAM1 TNPO2 TTC26 LMBR1 DNAJB6 RBM28 PLOD3 AHR STAG3L4 RHEB DNM1 ABCA2 PDLIM1 ANKRD26 XPNPEP1 KPNB1 CPD LGALS3BP PTGES3L-AARSD1 RAB34 UFSP2 C11orf58 OGFOD2 KLRB1 TMEM14C NCOA7 POLR3G SMAD5 FOXP1 TANC1 GNLY ST3GAL5 KDM3A DNAJC16 GON4L PLPPR4 RCAN3 SLC5A9 TNNT2 SGIP1 NDUFB3 SET LTBP2 AFTPH IDE CNNM1 SLC35B1 ABCC11 CCRL2 TRIM24 PKN1 ATP7B SARDH TNFAIP6 STAU1 XPO5 MAD2L1BP RUNX2 CLYBL TM9SF2 FNDC11 EML2 GPCPD1 HNRNPR DNAJC8 IPPK PTPRB TAS2R4 TRPV5 IRF5 PRRG3 SAT1 CYP2E1 EXOSC2 MAP3K10 MED18 TEX101 PPT1 NAPSA ZSWIM4 PTCD3 ITGB4 UNK ATP1A4 DCTN4 PIK3C2B TMTC1 ADAM30 CARS2 SDS CD63 CD164 RGS8 TTLL4 NEK3 AOAH CIB2 MYCBPAP CDK5RAP2 XPA YIPF3 ARRB1 SLTM PARP6 CUZD1 SEPTIN11 CD27 TPH2 TMEM132B BRCA2 SERF2 ZSCAN29 MYLK3 C17orf64 GRB7 SLC39A3 RPS11 RPL11 ITGB3BP PRKACB PTPRF CTTNBP2NL UCK2 POU2F1 FCGR2A HMCN1 TUFT1 NUP210L UBAP2L GATAD2B ABHD1 DQX1 COPS7B SNCA ANK2 ARHGAP26 AKAP4 HDAC8 RPL10 ZCCHC7 DPH7 TMEM219 ADRA2A ABCB9 TMEM86A DST BEND6 MGAT5 SPC25 SYCP2L CACNA2D1 CABYR TNIK CNOT8 FAM126B FUT6 SEC13 MYO1E VPS26C SPPL3 SLC13A3 DYNC1I1 USF1 TOMM40L CLDN14 STARD9 ABR NPR2 CPAMD8 KALRN PLXDC1 SHANK2 SLC25A45 CADM3 WDR26 BNIPL NFASC RFT1 CEP44 TIGD6 CTSB REEP3 BORCS5 METTL17 SLC39A13 USP54 ATF7IP2 B2M ZNF646 PROSER3 UBXN6 MRPL58 MLST8 POLR2J3 DEGS2 HR TNXB STAT3 FEM1B HNRNPH1 UBE2V2 GSG1L PTK2 METTL15 HEXD LINGO1 PCDH7 CALML6 UBB ELOVL6 ZNF16 USP32 PRKCE KRT15 LRRC34 GTPBP2 RAB37 METAP1D VANGL1 TNKS CSPG4 WFIKKN2 RNF213 STARD6 TMEM167A RIN1 DSG4 BANF1 EIF1AD TCEANC SHMT1 NR2C2 PIDD1 CASC2 ACAD9 FLII ALS2CL ZNF223 SLC25A20 ERICH3 SELENOW HMGN2P46 SHARPIN EXOC5P1 RPH3AL NPM1 ZNF322 TSEN54 MFSD5 TM2D3 NCMAP STING1 PDE4B WT1 SGCZ HGS ZNF284 ZNF17 MAPT TMEM17 USP7 FAM230G C19orf54 FBLL1 CC2D2B LINC00910 RNFT1 ZNF573 SRGAP3 NACA MAN2A2 FAM180B FLNA RAD54B SYNGAP1 ATG7 ZNF461 NKIRAS1 DNM3 CD2AP SFI1 CSF2RA DDX39B RYR2 TAFA2 MTCO3P12 RUNDC1 MT-ND4 MIR302C MIR374A RNA5SP307 RNU6-992P RNU5F-7P SNORD114-25 RNA5SP260 RNA5SP493 RNU1-133P TCEAL6 EHMT2 PPP1R10 ATXN2 SLCO6A1 ANKRD28 RNU6-1039P RNU6-622P RNU6-820P SNORD116-3 MIR545 MIR302A MT-TF MT-RNR1 TRAV8-6 MT-ND4L SCAF8 OR2F1 LAT RPL17P50 FABP5P5 KPNA4P1 MYCBP HIGD1C HNRNPA3P3 HOMEZ ZNF407 MIR300 TDGF1P4 MTATP6P31 RNU6ATAC38P MIR320B2 MIR1271 MIR1268A RNA5SP38 CCR5AS PELATON ATP5MFP1 LINC01886 OR9R1P RPL35AP36 LINC00337 SMARCE1P1 CT62 RPS5P7 LINC01623 LINC02036 UBDP1 ERCC6 PGBD4P6 AL138830.1 SLC25A39P1 LINC00343 THEM7P RPL7P54 RPL23AP58 LINC01344 UBE3AP2 NKX1-2 SNRPGP11 AC005518.1 DDX3P2 RPS29P7 ARHGAP15-AS1 PHB2P1 LINC01794 MIPEPP3 STXBP5-AS1 LINC00690 NRAD1 MAP3K5-AS1 AP1B1P1 C5orf58 LINC02529 DAAM2-AS1 LINC02243 TMEM147-AS1 GPC5-IT1 FMR1-IT1 IFNA4 SSBL2P PPEF1-AS1 ELOCP18 AL109615.3 ZNF101P1 RNU7-80P UBA52P8 LINC00886 EGFL8 MICAL3 MRPS31P5 RN7SL284P LINC00461 DRAIC MEF2C-AS1 MIR302CHG EAF1-AS1 SLC7A11-AS1 GPR162 ZNF345 RN7SKP67 RNU6-864P SNORA70 RN7SKP219 RNU6-464P LINC00534 IGLVVI-22-1 AP001107.9 MIR9-3HG LINC02426 AC125611.4 LINC02312 MUC22 TMEM202-AS1 AC007728.2 PCDHGA9 DLGAP1-AS3 MIR3912 MIR4322 MIR548AP MIR3173 MIR3153 MIR4645 RN7SL524P MIR3194 AKR1B1P7 LRRC37A16P PTGES3L AC011476.3 FAM215A AC012313.6 FBXO17 EGLN2 DPPA3P3 CFAP97P1 MIR4466 FCGBP MIR6796 FRG1HP LINC01879 MIR6783 SNORA61 MIR4521 MIR1321 MIR5087 MIR4481 CREBBP ST7L PAX6 TRAF3IP3 MAP4K5 ALAS1 AGPAT4 POU2F2 SLC18A1 PHLPP2 CAPG DTNBP1 ARID4B POLD1 EIF4B DGKA SPEN STAG3 PKM CDC42 RPS6KA6 DPP8 SLC24A1 DLG1 ANKRD13A ACTN2 MOK UBA5 SMARCD3 RPS5 COL16A1 PILRA WNT11 TTC39A DNAJA1 PPP1R15A SH3BP2 ADD1 GNAS KDM2B BRAP HEPH MLF2 LTBP4 HNRNPH3 TECR MED15 SLC35E4 TRMU NFATC4 NOL4 USP11 IGDCC4 HNRNPL SLC17A7 DMPK YJU2 POLR2I DENND3 GSK3A BUD31 CREB3 SMARCD2 UTP6 CYTH1 RANGRF CDK2AP1 NT5DC3 FAM184A HDDC2 BVES SOBP CCN6 CLIC5 C7 PDE8B PPP2CA TRIM23 ZBTB17 CCND2 CPSF3 GALNT12 SEC16B PTK2B TENT4B TMEM54 GPSM2 POLK NEUROG3 IL13RA2 COQ8B PPP4R1L PCK1 ABCC10 KLHL31 NUP85 SLC25A19 NAPB AP5S1 KLC1 NUP214 DYRK2 MACF1 YWHAH ADORA2A KRT17 SAFB2 RTN4IP1 FCHO1 DNMT1 RAB11FIP4 EXOC4 SNRPA1 STARD13 PDZD2 ANKRD16 SPX TROAP KRT7 MDM2 DYNC1LI2 SLC9A5 PWP1 DBNL KLC4 TJAP1 MDC1 POU2F3 TUBGCP4 CYP2C8 GAS2L3 GCNT3 DHX38 BCAS3 MVB12A APP EVI5L PRDM16 ZNF593 AZIN2 VASH2 MAP3K21 CNIH3 TMEM44 GFRA3 DAAM2 MMS22L DOCK5 TACC1 TMEM138 DOC2A MMP3 CLEC1A SLC16A12 KCTD15 LGI4 MSI2 CC2D1B LONRF1 MAP3K7CL TDRD9 PHKG2 FCSK FAM81A TMEM268 CFAP298 ITGB2 FTCD C19orf47 PKN3 SPTBN4 TMEM190 ANO10 U2AF1L4 THAP8 DCD FGF11 IL24 CTSS ARPC2 CCNL1 PBRM1 CREBRF IL31RA FAM183BP FAM204A SGPL1 ATP9B PLEKHA7 C16orf92 ACAA2 KLK1 BEST1 TTC39C GNG4 BDKRB2 RAB31 BMP1 LDLRAD4 CA7 SLC25A6 CSNK1G1 XPO6 MN1 GPR183 MYRIP PDCD6IP SEMA3E SHCBP1 POLR1C COL24A1 CXXC5 CAMTA1 CTPS1 ZNF540 MYEOV PLK3 B4GAT1 CTBP2 GRAMD2A CHMP6 HSF5 CIDEA GJC3 BDNF RUFY1 RIMKLA CASKIN2 CCDC185 CYBC1 EIF3K RAD23A ELMOD2 GPHB5 TIGD2 POLR2A LRRC75A FAM104B RGS6 ZNF320 WT1-AS RP1L1 TUBA8 FAM3B OLIG1 H1-5 TXNRD2 POU3F2 DYNLT2 TMEM121 PRKN DNAH14 TOR3A PPP1CC BACE1 TRPV2 MCRS1 PLSCR3 SKOR1 ZNF292 ANKRD34B ZAR1L RNU1-75P MYBPC1 CCDC189 S100A4 ZNF775 HSH2D ANXA4 IGF2R DCHS2 CR1L TMEM116 ABCA4 RUSC2 MIR302D MIR367 RNU6-1115P SNORD114-7 RNVU1-22 RNU6-1019P RNA5SP442 VTRNA1-3 AL162293.1 RUFY2 BMS1P1 SKIV2L C4orf47 SNX2 LOH12CR2 RNPS1 RNU6-481P SNORD7 MIR641 MT-TR IGLV2-33 TRAV6 TRAJ61 RNU6-808P KRTAP9-6 CHUK KRT222 ARL16 NEURL4 KRT18P60 CYP2AC1P MTCO3P31 HNRNPDP2 NBPF1 RNA5SP181 RNU6-607P EDRF1-DT UBE2D3P3 LINC00184 RPS27AP3 SETP15 SLC9A3P3 PGBP AP1M2P1 FRMPD3-AS1 UQCRBP2 TARID BACH1-IT2 LAMTOR3P1 LINC01803 HNRNPA1P18 AL669831.3 LINC01614 COX11P1 VDAC1P13 LINC00665 ELF3-AS1 NPM1P26 GPC5-AS1 PSMC1P10 RGL2 GABARAPL3 SNORD123 RPL23AP72 RPL29P2 RN7SL789P CD46P1 AF131216.1 SNCA-AS1 EGFLAM-AS2 AC124852.1 HAUS5 TRAJ60 LINC02384 RNA5SP112 RN7SKP132 RNU6-419P RNU6-1015P IGHVII-28-1 IGHV3-30-2 IGHVII-44-2 LINC01485 RSF1-IT1 CCDC58P5 ZNF625 RPL10P13 RPS3AP4 NDUFA3P4 LINC02254 IQCH-AS1 RPL10P14 CD2BP2-DT AC113208.3 TMEM249 AC127496.1 MIR4480 CHORDC1P4 THY1-AS1 PRR29-AS1 GLUD1P2 MIR4460 MIR4725 NCOA4 AARSD1 LINC01999 NFILZ TAS2R6P CTHRC1P1 MIR3976 AC005162.2 SNORA73A MIR6782 MIR6068 MIR6074 PLCE1P1 AC008556.1 MYO19 ACACA C1orf232 LINC02537 ZSCAN26_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN26_TARGET_GENES CITED1 INPPL1 RUVBL1 RAB1A LYPD1 RFX7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RFX7_TARGET_GENES M6PR SKAP2 MSL3 ETV1 AGK COX10 VPS41 CCDC124 CRY1 POMT2 BAZ1B LRRC23 LARS2 MDH1 YAF2 ZDHHC6 RB1CC1 VEZT ABCF2 TPR C12orf4 RFC2 RAD51 SZRD1 NDC1 CTDP1 WNK1 BCAT1 SFSWAP U2AF2 HAGH TNPO3 ERBB3 TRMT11 THUMPD1 DHX29 TP53BP1 MEF2A PRR11 LAPTM4A IP6K2 PIGB RAB27A LRP6 ADGRL1 SCARB1 ADAM11 MLH1 GPATCH1 NFKB2 PIK3C3 ZCWPW1 TOLLIP THOC1 XRCC5 RAPGEF3 SENP1 SRCAP RBL1 PALB2 LYRM2 CHMP2B SCAMP1 ACHE RFX2 TMEM230 CFAP61 SIRT4 FXYD5 MRPS33 SPG21 GOLGA3 USP48 MSH2 MYO9B CATSPERG FBXL19 KLHL22 POLR2F EIF3D SDR39U1 ATP6V1D GSTZ1 GMPR2 PCIF1 CRNKL1 KIF3B DGKH CENPT NUBP1 UBE2I GSPT1 DNAJA3 TRIP4 TMEM87A GABPB1 GDAP1 EIF3E ESRP1 KCTD9 CLPTM1 PPP1R13L IL4I1 CACTIN TYK2 PRPF31 TFPT CBLL1 SSBP1 GARS1 PTPRZ1 RPA3 TMEM248 KANK1 NPM3 BCCIP DKK1 RPL28 TUBD1 RPS6KB1 SEPSECS EIF4G2 COQ5 RSRC2 RAD51AP1 OGFOD2 DDX55 CAND1 CNOT2 ACRBP CDCA3 SOD2 GMNN MRPL2 POLR3G PPWD1 ACTR8 ARMC8 NPRL2 CYB561D2 GTF3C2 PSMD14 PCGF1 COQ10B KDM3A SLC25A12 EPHA4 WDR77 ATP5PB SMG7 RO60 UCHL5 WARS2 SLC35A3 PROX1 POLR1G KPTN CCNI NDUFB3 RAB14 NEK9 C10orf88 GOT1 GORAB FAM53C PAIP2 SPOP GTF3A SEPTIN7 NT5C3A CENPK ZNFX1 MCEE MPHOSPH10 MRS2 CNOT1 BBS2 ATG4C ZNF436 STAT5A BECN1 EMG1 YEATS4 ADGRE2 METTL25 ATF4 C22orf23 MKLN1 MYO1B SPCS3 TXNDC17 PUS7L AJUBA NEDD8 DAD1 DOHH DDA1 ZNF557 HAUS8 PSME3 RARA PRKAB2 SNRPA1 VPS13B SDF2 MMACHC USPL1 TBC1D8B CCDC59 EIF2S1 ELP3 USP30 MAP3K7 GLS2 USP37 TSGA10 C2orf49 PWP1 TBRG4 TRMO KLC4 VARS2 GGH CTDSPL2 SLTM GCHFR ACTR2 ATAD1 SPPL2A COPS4 GSTCD INTS12 YARS2 KLRG1 SCAF11 LLPH POC1B MYG1 VPS33A SERF2 ZSCAN29 WDR61 WDR93 UQCRC2 FEM1A CCDC97 SAE1 ZNF614 C1orf216 ITGB3BP ZNF687 GABPB2 GALM CALM2 WDPCP ST6GAL2 LIPT1 CNOT9 ABHD10 SETD7 BOD1 WTAP MEPCE AGBL3 GINS4 CDKN2A NR6A1 TUT1 NPAT ATM DOC2A DIXDC1 DLAT ABCB9 VTI1A PDK1 POC5 PFKM CFDP1 ABCA5 ATP5MC3 ELOC CXXC1 GTF3C6 FAM126B TMBIM4 ZDHHC5 BRPF1 ODR4 UBN2 RAPGEF6 GART SON SHC1 CCDC12 LARP4 CLPB STX5 CZIB PEF1 FCMR STPG2 CGGBP1 NEK10 SUCLG1 PRKCI RPP14 SLBP FBXO8 CEP44 ARFIP1 KIAA0895 TRA2A SP8 KIAA1958 FBXO33 LRR1 NEMF ABTB2 NDUFB8 COPS2 CCT2 CYB5A AP1G1 PPIB PCLAF DCTN5 NEMP1 NAB2 STAT6 STX3 TRUB2 COQ4 LENG8 ZNF444 SRRM2 SETD5 RNF187 THAP11 ATXN2L PKIG TSPAN5 ATF5 CRADD PCBP1 UBB SP7 TMEM182 HARS1 KBTBD2 ZNF561 RAB33B MTBP MRPL13 POP7 STARD5 ZNF24 AFF1 CKS1B DDX23 ZWILCH RPL4 NDUFA11 ATG13 TMEM70 MBLAC2 RTTN SGF29 ANO6 CASKIN2 TIMM22 ZFAS1 AGTRAP ANXA2R WDR6 AC068473.1 EPM2AIP1 MPI C3orf38 PCBP1-AS1 FAHD1 HARBI1 COPG1 FAM89A TSEN54 DAZAP2 TBK1 RBM12B TTC32 TM2D3 KNTC1 CDCA2 ZBTB40 PRMT3 INKA1 ADAMTSL5 HEXIM1 MT1X C17orf97 VMAC LAMTOR4 UROS HMGB1 BLOC1S2 HDAC2 ZNF786 MAP3K5 TTC30A CDC42SE1 INKA2 IRAK4 ZNF335 ZNF770 TXNRD1 KIAA0753 AGPAT1 SNX2 SRRM2-AS1 HACD2 THUMPD3-AS1 SNORD12C NUP62 HEXA GTF2H4 MDP1 GANC FBXO16 FIS1 PHB2 NPEPL1 CROCCP2 UMAD1 VPS52 LAPTM4A-DT CFL1P1 PIGBOS1 LENG8-AS1 HDAC2-AS2 WEE2-AS1 SEPTIN7-DT RPL41 C9orf147 TPI1P2 PROX1-AS1 WARS2-AS1 GORAB-AS1 RPS18 SMG7-AS1 AC092171.3 PEF1-AS1 COX10-AS1 ZBED5 PRKG1-AS1 MKLN1-AS LRIG2-DT MYLK-AS1 MRPS17 AC141424.1 AC002467.1 MRPL33 RN7SL181P GABPB1-AS1 AC116535.1 ZBED5-AS1 ZNF436-AS1 SMIM15-AS1 VPS13B-DT HTD2 NEDD8-MDP1 FAM222A-AS1 ITFG2-AS1 AP001160.1 GALNT4 FNBP1P1 AL132780.2 POC1B-GALNT4 TMC3-AS1 NDUFAF4P1 AC025043.1 AL606760.3 HEXA-AS1 AC114811.2 FBXL19-AS1 CORO7 AP000845.1 MIR4795 MIR4258 MIR3913-1 SUZ12P1 ZNF561-AS1 NAPA-AS1 POC1B-AS1 AC013400.1 LINC01023 C2orf49-DT H4C4 RDM1 CCDC163 SEPSECS-AS1 EBLN3P ZNF423_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF423_TARGET_GENES CD99 KDM1A RALA TBXA2R MATK CRY1 UBE3C TSPAN9 DPF1 EXTL3 CAPN1 GCLM RRAGD RNASET2 PRKCH TBPL1 PARP3 THAP3 BARX2 JADE2 ADRB1 HSPA5 GEMIN8 FAM214A ARID1B HERPUD1 HEBP2 PLEKHA5 FOXN3 SDCCAG8 MCOLN3 MTA3 CROCC SPAG4 DGAT2 CS LTK HMG20B PKN2 ASB1 PPP2R5A TGFBR3 SPTB SLC44A1 MNT GBA2 ST6GALNAC2 ARHGAP10 ACTN1 ALDH3A2 TFRC TRNT1 STK10 NDE1 LLGL2 IGF2BP2 PICALM SNCB CA12 NTN4 HACD3 ZZEF1 TTC38 ACTB PLD1 SART3 NAALAD2 NEBL PPP2R5C DNM2 MEF2C HSPB11 DLG3 ERC1 TUT7 MAP3K4 WNT11 AQP6 SEPHS1 TRIP6 DYNLL1 MLF2 RCOR1 FLT3LG PITPNM2 NRCAM LAMB1 IL5RA HECTD1 SEMA6A DPYSL2 TGFB2 AAAS ITPR3 JAK2 SH3GLB1 SCD NRP1 TOP3B TRIOBP JOSD1 FBXO7 PNPLA3 ZBED4 ITPK1 ACIN1 TM9SF1 NFATC4 BMP7 SLCO4A1 TCFL5 GMEB2 CDC25B JADE3 DGKH DHRS12 NME3 FBXO31 UBFD1 EARS2 BMF SGK3 ZC2HC1A EEF1D R3HCC1 KCTD9 TUBB4A LIN7B CD37 TRMT1 TLE6 TLE5 DYRK1B TBCB TGFB1 DENND3 FAM83E TMEM147 USF2 SCN1B CADM4 CAV1 MET HOXA3 TSPAN12 GLI3 PRKAG2 BCL7B YKT6 EIF4H SLC1A1 TRIM14 CREB3 ABCA2 TRDMT1 KAZALD1 ACBD5 MAP3K8 RGS9 RNF43 RECQL5 HOXB6 BLMH AKAP10 B9D1 CYTH1 NAGLU MPP2 YWHAE RANGRF PHF12 CPE CTSC FOXRED1 ARHGEF17 HIPK3 FBXO3 MADD MVK CYP27B1 VPS29 SH2B3 DDX55 CNOT2 CHD4 CHPT1 PTPN6 HCFC2 SRSF9 GCNT2 SIM1 ALDH5A1 SNX3 TBX18 DAP HSPA9 RNF130 POLR3G LMNB1 TARS1 LNPEP PPP2CA OGG1 RBP1 KAT2B FXR1 ABTB1 RRP9 KLHL24 PIKFYVE PCGF1 SPTBN1 STK25 QPCT SOS1 NFE2L2 SPR CEP104 WRAP73 HDAC1 LAMTOR2 MEF2D FBXO6 RO60 UCHL5 LGALS8 UAP1 RCOR3 STMN1 NENF OSBPL9 CNR1 PHF3 SGK1 FBXL5 ELL2 PTPA PGF DLST CRIPT EPCAM OGFRL1 AVPI1 GNA13 DUSP1 SPART-AS1 ETF1 PLS1 GLT8D2 SOCS2 NPPB ZNF706 KIF18A PEX16 ZNF639 LIAS ANXA11 LDB3 CBX3 HNRNPA2B1 ARL4A CCZ1 TRIM24 CHST3 ITPR2 ADGRE5 NR4A1 PDE1B BATF3 G0S2 SDC4 STX16 TP53TG5 MTRR FASTKD3 RIOK1 ATXN1 BBS2 PTGER2 GGA3 EML2 PANK2 MAX TUBGCP3 PCID2 ZBTB1 FGD3 KDM4B IRF5 MTUS1 TEP1 REEP5 ARHGEF6 TTI2 MRPL34 CYP2E1 MNX1 SLC6A8 PNCK GSE1 F12 ACAP3 RARA RHPN2 PPARG EMILIN2 SERPINF1 FIGNL1 TRIM47 POMP CDK8 SPART TPT1 PDZD2 ADCK2 KRAS CTIF MRPS36 BHLHE40 SLC38A2 YWHAQ IL6ST CDC73 YARS1 APC NREP ISCA1 P2RX4 KHDC1 ITGA7 BLOC1S1 CDK4 COQ10A ACVR1B LTV1 MICAL1 STX11 KCNMB4 MPHOSPH6 ABCB10 GLUL PIGC ANKRD36 RNASEH2B ITM2B SPRY2 RCBTB2 ZDHHC4 CALCOCO2 MARCHF7 SLC31A2 FPGS TLN1 VARS2 GGH SLCO5A1 SQOR RSL24D1 GCHFR ATAD1 IDH1 HERC6 RASGEF1B KIAA1109 LARP1B CASP6 FBN2 RGS3 KIF21A FGD4 AMDHD1 MMAB LNX2 N4BP2L1 GALNT6 CSAD ZNF740 CUL4A FRMD6 TLE3 TPM1 BBS4 ULK3 CCDC33 WDR93 MFGE8 MAP1LC3B OSGIN1 TCF25 SGSM2 SCRN2 C17orf64 GATA6 PELP1 SLC16A3 CBX8 CBX4 FBXO15 MISP3 TMEM91 IFNAR1 APP SAE1 ZNF787 CFAP74 ZNF593 ITGB3BP MTF2 HDGF CEP170 SLC20A1 METTL21A VGLL4 CTDSP1 MED12L DGKQ CYP4V2 SSBP2 IQGAP2 PAM ATG12 TRIM7 PPP1R18 PNRC1 GPR6 SLC18B1 CCT6A PSPH SLC16A2 CSGALNACT1 SLC25A37 GINS4 CDKN2A DPH7 NACC2 LRMDA MTG1 FADS1 ROM1 EML3 CABLES2 LYPD1 CACNA2D4 TMEM263 RAD9B EXT2 DPYSL4 ASAP2 DST CCDC74B TMEM123 UTRN HNRNPU UBALD1 ING1 NUS1 RETREG1 PITPNC1 NEIL2 DIPK1A CXADR L3MBTL4 ADAMTS1 EPHB1 RHOC SLC16A1 VPS37A GNAQ VPS26C ETS2 AP3S2 SPPL3 WIPI2 WASF2 FAIM RNF207 KCNB1 TAGLN2 HTR6 B4GALT3 SYNJ1 RUNX1 TUBBP5 SIM2 THEM4 PDXK RALGDS PCNT ST6GALNAC6 NEK8 NBEAL2 CCDC12 FGFR4 IER2 PPP1R16A SQSTM1 MFSD12 ABCF3 SYCE2 FGF11 RPL26 SLC25A45 KIAA1522 DNAI3 ATF3 BROX SMARCAD1 STPG2 SCNM1 VPS72 INAVA ATP1A1 CIP2A PPM1L CCNL1 RPL9 APBB2 MTMR14 SNIP1 METAP1 FAM160A1 PGGT1B CDC20B CAGE1 GALNT10 BMPER DLC1 GPR146 SLC4A2 INPPL1 MICU2 STOX1 CASP7 HSPA12A TC2N CCDC38 TCP11L2 CKB DPCD TMEM130 ZNF143 HTR3A MARF1 PEX11A ATP23 TSC22D4 MBD6 MIDN ZNF641 CYB5D2 SLC3A2 LTBP3 CCDC88B DDIT4 DNAJC7 NT5DC2 BDKRB2 CCDC110 FNTA SLC20A2 TSPAN5 NSG1 THBS3 MINAR1 SDC2 PLEKHA2 CLIC4 METTL15 DFFB LIMS1 HNRNPF SYAP1 KLF13 TMEM42 PUSL1 CHD3 RNF150 CRTAP CMTM8 STX8 PRDM10 KRT8 ADORA2B ATF7 HOXB9 USP32 PPM1D TPT1-AS1 ATP6V0E2 NAIF1 TMEM37 GAA ZBTB26 PLEKHG5 TCEA2 RPS21 FRMD5 ABCG4 HCFC1 NIPAL4 FUT10 NAA16 RAB37 OXSR1 HPSE MTX1 ZNF449 PPP1R3B TRIB1 LRFN4 TIGD3 PLK3 CBX2 C1QTNF1 TCAP MGA SLC16A11 CNTNAP2 SLC29A2 ZDHHC14 SPSB4 HIGD2B CTDSP2 SMAD2 TOM1L2 B3GNTL1 EIF4E1B MBLAC2 FOXL1 ZBTB38 TGIF1 ZNF491 GBA HNRNPA0 ZNF620 TMEM187 AP3S1 NDUFAF3 POGLUT3 DTX3 SAMD4B ELMOD2 LBX2 CDC42EP4 PIPOX SOCS4 LINC02870 ANKRD18A CUEDC1 MRPL14 SLC25A42 ZNF467 GPR3 SIAH2 GINS3 TMEM259 DEXI IST1 SRPRA GAS6 RIPK4 LHFPL6 ZNF703 TOB2 DENND5A XPOT UBE2G2 ROBO2 F8 BRF1 RPS27L TMEM105 IFNLR1 BRWD1 KLHDC8B AIDA GSAP POLR1D MTARC1 KLHL32 ZNF501 PDZD7 WDR86 MAGI2 SAMD11 SECISBP2 LINC00265 C15orf62 KRTDAP COL25A1 CC2D2B MTF1 LRRK2 NDUFA4 KAZN CD55 NTNG2 ZNF140 MYO18A ZNF782 PDLIM7 FLNA SRGAP1 LAGE3 PCBP2 RAMP2-AS1 GATA3-AS1 SVIL TRIM33 ZNF517 MAP3K5 GSTK1 COL13A1 ENTPD6 CFAP43 ATAD3A OCLN SGTB VPS13A MBP MAK16 GRK6 ZNF770 ZNF607 SPRED2 YTHDF2 WDHD1 LDB1 CNOT7 HMGN2 PRC1 DZIP3 TGM2 RNVU1-3 RNU4-2 ATP1A1-AS1 SOX18 SAMD13 BRD2 HLA-DMA MRPL38 LSM2 VARS1 BAG6 HLA-C FAM201A ATP6V0E2-AS1 CCNI2 PDE7A AC098591.2 OLIG2 RNPS1 THUMPD3-AS1 RNU6-2 MIR615 RTL8B EWSAT1 KCTD11 NUDT19 TSPAN4 LINC02026 SH3D21 TUBA5P HOMEZ FAM66B MARCKSL1P2 RNU6ATAC RNU6ATAC34P MIR1915 LGALS8-AS1 CFL1P1 ATP5MFP1 ATXN1L LINC00620 SMIM13 AC009518.1 LRRK2-DT CYP4A22-AS1 LINC01703 BAZ2B SLC16A1-AS1 TMEM185B ENTPD1-AS1 FAM66C CACTIN-AS1 RNF207-AS1 TP73-AS3 HSD11B1-AS1 BX284668.2 PANK2-AS1 ATXN1-AS1 PDE4DIPP6 DARS1-AS1 NEBL-AS1 GNG12-AS1 TGFB2-AS1 LINC01136 MAGI2-AS3 EPCAM-DT ACTG1P25 TMEM147-AS1 LINC01424 DNAJC9-AS1 ZNF503-AS2 FAM200B LINC00398 PAXBP1-AS1 PRKAG2-AS1 CDKN2B-AS1 GPR199P CCDC169 TMEM35B WDR86-AS1 WWP1P1 DBNDD2 TPTEP2 USP2-AS1 LINC02709 AC096746.1 COL25A1-DT TWF2 FABP6-AS1 AP001922.1 ALG1L9P AC046134.2 ZNF436-AS1 CASC9 ZNF286B TRMT9B EDIL3-DT TUNAR CCDC169-SOHLH2 LMNB1-DT AC104123.1 FAM160A1-DT SCARNA17 HOXA10 GASAL1 FBXO3-DT AP003068.2 STX16-NPEPL1 STX17-AS1 AP001830.1 BRWD1-AS2 ZNF10 CUX1 AC073569.2 AL596325.1 TGFBR3L DDX59-AS1 AC007541.1 AC069224.1 AC114811.2 AC009065.4 CLCA4-AS1 OR1F1 CCNQ MIR4669 GATA6-AS1 NCOA4 MIR4634 ATF7-NPFF SNHG22 AC008736.1 AC010271.1 FBXO17 NBPF19 AC100812.1 LINC01749 CD24 LINC01145 CFAP206 APP-DT MIR6853 ORAI1 FRG1HP BX537318.2 AC107398.4 RAD52 RANBP9 PRDM11 ZDHHC6 ANK1 IFT88 MYOM2 USP2 GOPC MAPK9 TTC17 TBC1D22A MPC1 TNK2 CASP8 TM7SF3 PDE8A TIMM21 SNX10 LTBP4 UNC13D MYO3A PTK6 ARHGEF7 ERICH1 CDC37 EPHB6 ZNF862 RGP1 GATA3 LZTS2 TASOR2 TBC1D12 UBTF RAI1 SLC16A6 NRXN2 APC2 LRRC42 CDK18 DDX59 TNFAIP3 HOXB3 SORBS3 ZMYM2 MED13L USP9X EFNB2 SLC25A35 ZNF436 IDUA NXNL2 CAMSAP1 ZC3H4 CCT6B KMT5C AGAP3 AMPD3 SPX LAMC1 BORA TMEM63B SPTBN5 ADCY3 CYP1B1 ANP32A MAN2C1 CRTC3 TXNL4A DIS3L2 PTPRG VWA5B2 PIK3R1 GFRA3 ABT1 RNF217 C7orf50 ADD3 NPAS3 VTI1A RPIA EEF1A1 KAT6B FZD1 ITGB2 C21orf58 TLCD1 PWWP3A SH2B2 MGAT4B MPP3 DHRS3 CDC42EP3 ANTXR2 RASEF ZNF503 FUNDC2 IQCD CFAP52 ACAA2 SERTAD3 RILP TSR1 CDK2AP2 SETD5 SMIM4 MTCL1 EMB NPTX1 COL24A1 MCRIP2 STOX2 CNP ANKRD36C CCNE2 TPRN DLEU1 TCEANC DALRD3 GTPBP6 MYADM METTL23 MACIR TNRC18 SATB1 SPATA13 CDCA2 ZBTB7C SEMA4B TMLHE ZNF75D RILPL1 RALGAPA2 ARHGEF12 PDGFA HOXC4 DENND4B DCLRE1A IBA57-DT FANK1 SNHG5 ADD3-AS1 RNVU1-15 GPSM3 PRCD GCC2-AS1 VAMP2 PPP3CB-AS1 LINC02601 PRRT3-AS1 ANKRD18B DST-AS1 DBIL5P MHENCR SSR4P1 DICER1-AS1 ELFN1-AS1 Z97634.1 CASTOR3 ADSL LINC00881 STON1 AC091153.3 LIFR-AS1 NEAT1 CEBPA GS1-24F4.2 AC079089.1 PSD2-AS1 LINC01586 MIR449C AC106820.2 AF274858.1 LINC00514 MIR4710 MAFG-DT MIR5695 AC132192.2 AC025181.2 LHX1 FRMD6-AS1 RNU1-5P RNU1-6P GGNBP2 LINC01126 FLJ38576 ZNF791_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF791_TARGET_GENES DVL2 PRDM6 DAZAP1 GALNTL5 TTC1 FOXP2 MTO1 RAB11FIP5 SDCBP GIT2 NOVA1 CCN1 SRFBP1 ZNF827 MED21 NOL6 ETV4 GBA TSHZ2 FES PCGF3 BRWD1 ADA RNU6-859P TRIM15 OR1X5P USF1P1 LBX1-AS1 CYP1B1-AS1 SYF2P2 NDUFA6-DT FABP5P3 BRWD1-AS2 COX6CP3 RN7SL680P HEBP2 WNT8A CROCCP3 CYP2D6 STX4 IGSF21 NCKAP1L SDC4 ABHD17A NAPSA HAPLN2 STX17 FCHO2 DAGLB STAT6 TSC22D4 EVA1C FEZ2 RND1 CICP12 KARS1P1 NR2F1-AS1 RRN3P1 GAPDHP66 RNA5SP230 LINC02588 SNHG30 AC008687.4 HNRNPMP2 CWC25 GPR1-AS ZNF528_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF528_TARGET_GENES DVL2 REXO5 PHTF2 TSR3 CDK11A IDS CLCN6 CEP68 ERCC1 NUDCD3 ZNF582 ZFP64 MNAT1 PNPLA6 ALG1 PNKP PARP3 CAPG CTNNA1 EPHA3 CTPS2 ERCC8 NEDD4L KCNQ1 SYNE2 KMT2C RC3H2 ZC3H11A DNAJC25 TNK2 EPN1 TM7SF3 CALCRL AP3D1 NTHL1 WDR18 PDIA5 MTHFD2 THUMPD1 PDK3 HDAC4 SLC44A1 TRIB2 PDCD2 ADGRL1 ZFYVE26 ALDH3A2 SREBF1 FRY PICALM ZZEF1 KCNQ2 ADD2 WDR62 BAZ2A DGKD SNRPA MCCC1 ADCYAP1R1 PCM1 TNS1 RIMS1 EXD2 JMJD4 BZW1 ITGB5 RRN3 DNAJA1 IPO11 TRIP6 BAX SH3BP2 RTRAF DNM1L SULT2B1 CRLS1 NSFL1C ZNF343 CFAP61 ANKRD24 LTBP4 PCBP4 SPG21 GNPTG GOLGA3 MCOLN1 SPAG7 RGS17 SEMA6A TLL2 WASHC2A NDUFB7 MKNK2 P2RX6 TOP3B GCAT MIOX ARSA BRD1 CEP128 ZC3H14 PLTP ADNP ANKRD12 GLA RUBCNL FNDC3A UGGT2 MRPS31 CYB5B VAC14 WDR59 TSC2 LMF1 MTHFSD STX4 TRIP4 SPG11 ZFAND1 NBN JPH1 STK3 GDAP1 EMC2 DHDH RELB CLASRP TNNT1 ILVBL PLD3 PIAS4 CCDC9 CARD8 PLA2G4C TNPO2 CACNG7 PRPF31 TFPT ATP4A FKBP8 GARS1 USP42 TMEM248 YKT6 EIF4H KDM4C SH3GL2 ERLIN1 DNAJC12 RNF43 RPS6KB1 DRG2 C17orf75 MRPL27 UBE2D3 CLCN3 RAPGEF2 HGFAC NCAPG CRYAB CTSC CCDC34 IL10RA COMMD9 PRPF40B SLC11A2 CPSF6 CCNC MED23 BYSL MSH3 HMGXB3 ACTR8 PDCD10 FRMD4B HEMK1 COMMD2 RRP9 ABHD14B ABHD14A-ACY1 MOB1A ACTR3 TP53I3 CENPA IL18R1 DNAJC16 ARHGEF2 SMG7 ADPRS SDHB RBBP5 KIF17 KMT2A FASTKD2 B4GALT6 PHF3 TNFAIP3 MED28 RAB3GAP2 PHF19 VPS4B ATAD2B ATL2 AFTPH EPCAM KANSL1 HOXB5 NUDCD1 ENY2 ZFP30 ADRA1A B4GALT4 ADGRB2 MRPS2 SERAC1 VPS26A CIT NR4A1 VAMP7 MED20 C16orf70 DMAC2L MBOAT7 EML2 VASP PSMF1 FLRT3 BPIFB1 PRRG2 PRKCG ELK1 HNRNPH2 FGD3 METTL25 TUBA4A STYXL1 PRKRIP1 MYO1B ARHGAP22 CCDC32 CCNT1 PARP2 FCHO1 COL5A1 TRIM28 RBM39 IDO1 TBC1D5 EXOC4 PEX11B ZSCAN5A C19orf12 EEFSEC PPP1R3D FBXO44 CASP9 DCTN4 USPL1 TPT1 MORC2 CCDC59 DUSP26 COX16 VTCN1 NAPG SLC38A2 SPOCD1 PHC2 CARS2 DMTF1 TMEM60 CEP162 SYNCRIP ITGA7 BLOC1S1 NHSL1 KIAA0513 ITM2C ANKRD36 RCBTB2 CHST12 TBRG4 HUS1 CIB2 TACO1 NDUFB5 CCDC115 BIN1 IMP4 SLC31A2 RABEPK APTX DNAJB5 DENND4C BPHL NEK1 YAP1 NDUFAF1 RTF1 GTF2B RABGGTB CARF METTL5 MDH1B WDR12 ABI2 SLC40A1 LUM ESD VPS33A RHOF ABHD13 STON2 SERF2 BNIP2 COMMD4 LINS1 WDR93 TGFB1I1 ABCC12 TCF25 GFOD2 GNAL FOXK2 MAPK4 APP SAE1 CAPN10 FAM71E1 NOSIP MMEL1 ITGB3BP MTF2 TMCO1 FCRL5 UBAP2L C1orf43 SNAP47 LBR WDPCP TPRKB SFXN5 GULP1 RAB5A IQSEC1 CISD2 RPL37 SHISAL2B DCDC2 MDH2 ZNF182 TATDN1 ZNF7 CEP78 AOPEP MINDY3 FRA10AC1 BTBD10 HSD17B12 PAK1 NCAM1 SLX4IP LAMTOR1 CABLES2 LATS2 SAP18 SLC2A13 ANKRD50 DPYSL4 EPG5 TADA1 TRIM36 CD96 PTPRD CFDP1 ENPP3 EME1 SPAG17 DPY19L4 NDUFAF6 ART3 N6AMT1 CDK20 MED19 ATAD2 NSMCE2 RPUSD3 SLC6A1 HTR5A LDLRAP1 FANCC PINK1 CCAR2 RUNX1 CLDN14 UBR1 CCDC107 ZNF233 PKNOX1 PDXK DIP2A C9orf116 C19orf47 LY6K THAP8 FDXR EMC10 CLPB NEXN HFM1 RBM15 BROX OBSCN-AS1 MEMO1 PRORSD1P NOSTRIN CCNYL1 LINC01116 SERPINI1 EFHB PPM1L CD200R1 APBB2 ZNF148 TPRA1 APEH MAP9 ARFIP1 NDUFAF2 ELAPOR2 CHMP4C HNF4G INTS1 SLC25A32 DCAF13 WASHC5 UBAP1 HNRNPK MARCHF8 CRYL1 PRDX3 STOX1 PIP4P1 SPRED1 SVOP GABRB3 BORCS7 RAG1 IDH3A ZNF143 HTR3A FAM111A PCLAF PEX11A NEMP1 NAB2 STX3 PIP4K2C TCP10L2 SGSM1 TEF SNRPD1 ISLR2 ANKRD11 ZNF610 ZNF528 CHAF1A HSD11B1L ZNF83 RAB3IL1 RBPJ LMBRD1 POLR2J3 HEXIM2 LRP1B SEMA4C TNIP2 RNF181 MECP2 ASMTL LMAN2 C22orf15 SLC33A1 SPNS1 HNRNPF SIMC1 UBE2E1 SIK2 USP47 HSPB2 LRRN2 HOXB9 TSEN34 GSTA4 TPT1-AS1 PGK2 XKR6 RBKS FAM98B SPACA5 CLSTN1 BPTF TRAPPC12 PRNP TLN2 TVP23B DRC3 ZNF57 USP19 FRMD3 TEFM HINFP WASHC2C FUT10 DMXL1 OXSR1 KAT5 ZNF680 BNC2 PC CD7 JUP RBM4B RBM4 CCS RGMB MGA LIG4 ANKRD36C TRAM1L1 DENND6A PTDSS2 TRAF6 CCNE2 ALG10B TOM1L2 B3GNTL1 BAIAP2 ACBD7 LRRC37A3 MTHFR GBA AGTRAP GRB2 DMAP1 WDR6 GEN1 PLEKHM3 EXOSC4 RMI1 C12orf42 PDXDC1 RPH3AL ZNF875 IBA57 LINC02724 FAM181B PLCXD1 SATB1 MAFA CCDC87 CNOT10 CCBE1 SF3A3 UPP1 TBL3 ADAP2 C1QTNF12 NELFA EFCAB10 INTS5 TARS3 L3MBTL1 NR2F2 PCYT2 LAMP1 AIDA ANKRD20A5P HEXIM1 QRFPR SAMD7 CYP4A11 ZNF286A MYMK ZFP69B TTC24 PLA2G4E FAM230G PLSCR1 C19orf54 CLN3 ZNF292 DPY19L2P1 PNRC2 SLC35E2B HMGB1 ZNF493 NUDT11 NCOR2 ZNF136 ERI2 ZNF512B MAML3 SCN8A ARHGEF12 ZNF470 ZSCAN26 ARRDC1 PCBP2 SULT1A2 ZNF165 MAP3K5 MYO5A KLHDC1 ATAD3A ZNF461 SPG7 ZNF84 UVRAG TCAF1 ZNF789 NUDT16 CALM1 MTCO3P12 RNA5SP283 COX20 IBA57-DT STUM BVES-AS1 EFCAB7 LRRC37A5P MRPL38 HSPA1B LSM2 BAG6 ZNF551 IGFL4 C12orf73 PCDHA7 SLC35B4 IPO7 C5orf51 RAB12 RNU6-657P RNU1-1 RNVU1-15 RNVU1-14 GNRHR2 SACM1L IGLV7-46 TRAJ23 SNORA26 KRTAP9-6 LINC01089 TMX2 HEXA SLC35F6 ZNF321P OR1X5P LINC02085 UBXN2B TMEM167B MIR1302-3 HDAC4-AS1 RNA5SP146 HLA-DQB1-AS1 AC005076.1 HCG14 MSL3P1 LINC00240 PVALEF JPX LINC00475 LINC01703 PSMA1P1 WDR87BP LINC00937 CROCC2 DANCR SPANXB1 CSE1L-AS1 CERS6-AS1 RPL7P12 SPECC1P1 RBM15-AS1 HCG20 DHFR ANKRD20A8P AL669831.3 BZW1-AS1 GTF2IRD1P1 TNPO1P2 LINC01508 RPS23P9 MYO18B-AS1 SMG7-AS1 LINC01399 CCDC144NL-AS1 RPS24P13 PHC2-AS1 LINC01719 LINC01392 DDX11L10 EPCAM-DT SOX9-AS1 C19orf81 ITGA9-AS1 FAM21EP ZBED5 LINC01010 DDX11L5 FAM21FP GET4 AC091390.3 ZNF542P MIF GUSBP2 FABP5P3 DENND6A-DT RPS17P14 MRPS31P5 C4orf48 DNAJC25-GNG10 WWP1P1 SPECC1P2 FAM111A-DT ZNF84-DT DNM1P35 PGAM5 BAALC-AS1 ZBED5-AS1 AP000802.1 PCDHAC1 FLJ42969 LINC01033 ZNF286B ZNF564 PDCD6 AC010210.1 LINC01596 AC209005.1 LINC02384 SNORD27 RNU6-1137P AC034243.1 AC005324.3 MIR100HG UVRAG-DT LINC02598 LINC02366 ZBED6 AC025031.2 AL359317.2 CERNA1 PCSK6-AS1 AC007610.1 EHD4-AS1 AC008074.2 CARMAL LINC02846 LINC02533 HEXA-AS1 C2orf69P2 AC139256.1 CAPN10-DT WFDC21P LINC01976 MIR4277 LINC01893 MIR4449 MIR3148 RN7SL525P GLUD1P2 ZNF8-ERVK3-1 ZNF582-AS1 NBPF12 AC020915.2 BORCS7-ASMT TNPO3P1 AC026979.2 GTF2H5 LINC01749 TMEM167B-DT ORAI1 RPPH1 RNU1-6P RNVU1-4 RNVU1-28 ZNF8 MCM8-AS1 FLJ30679 AC025048.6 MIR4434 ZSCAN23_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN23_TARGET_GENES ZNF839 TBPL1 SPAG4 LRP6 PPP2R5C TMEM101 GADD45B ARVCF ANKRD54 JOSD1 MRPS31 ZNF629 TMEM248 CASC3 DRG2 SMARCD2 DDX5 MVK MED23 ATP6V0E1 SMG7 WDR11 TMEM255A PCID2 BCL11B CCT6B COQ3 STX6 ASCC1 MMAB CUL4A IGF1R SLC39A3 ITGB3BP MTF2 SSBP2 NCAM1 VPS51 ENPP3 MRPL39 XKR8 FTCD LY6K EBF1 ZCCHC24 ARF6 CPSF2 MCM7 STAT6 SLC3A2 CTNNB1 GXYLT2 SNHG11 NR2F1 GBA TMEM259 NDUFB1 DNAH2 APOO BRWD1 LAMP1 HEXIM1 UBE2Q2P1 ZNF335 RNU6-859P EFCAB7 RNVU1-15 RNU6-2 RNVU1-14 MIR194-1 TMEM242 LINC00431 WDR11-AS1 LINC01132 CCDC192 SMG7-AS1 MTFR2P2 LINC01275 LINC02202 AP000802.1 MRPS31P4 BRWD1-AS2 CEP95 LINC00933 LINC01775 EGLN2 AL390955.2 ZNF260_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF260_TARGET_GENES C1orf112 ST7 ZNF195 REX1BD OSBPL7 ST7L ADAM22 RPS20 DYRK4 NME1-NME2 MBTPS2 CALCOCO1 PSMC4 MDH1 MNAT1 AQR ZDHHC6 PNPLA6 PEX3 RPL26L1 EDC4 LSG1 NOP16 CC2D2A HEBP2 SIKE1 THUMPD1 RRP15 MEF2A PIGB RAB27A KDM5A MRPS34 ANO8 MKRN2 SIRT6 RBL1 EXD2 JMJD4 WDR70 ZMPSTE24 MTIF2 PGS1 ZNF343 ESF1 ANAPC5 GRAMD1A MRPS33 TFAP4 ZC3HC1 TMEM101 SNAP23 CBX5 CWF19L1 RAB18 NDUFB7 IZUMO4 TOP3B PSMC1 GINS1 UQCC1 NDUFAF5 CDK5RAP1 NKAP CCDC22 MRPS31 VWA8 ZNF821 SLC38A7 TRIP4 RAB11A ZNF106 DTWD1 BRF2 EIF3E MTMR9 TTC26 SSBP1 CHCHD2 RBM28 LSM5 DNM1 EXOSC3 TRDMT1 LGI1 KPNB1 PIGL GOSR1 DRG2 SMARCD2 C17orf75 FBXW7 TBC1D19 KCTD10 MLEC C2CD5 TDP2 CCNC MED23 ACOT13 COX7A2 MRPS27 IK RARS1 BNIP1 FRMD4B MRPL3 COMMD2 KANSL3 SF3B6 RPS15 INO80B NDUFS7 STAT1 RAB3GAP1 SRSF7 NFE2L2 SCP2 CAPZA1 DOCK7 PRDX1 SLC35A3 NSL1 CCNI GTF3C3 SUPT7L MXI1 WDR11 NUP43 SEC16B CCDC77 SPOP ZNF549 MTERF4 MRPS2 ZNF205 ADGRE5 TSFM KBTBD4 COQ8B STX16 AARS2 ZNF391 EMC3 ATG4C SNRPB ARMCX5 MCF2L PCID2 UBA2 PRRG2 WDR24 EMC4 CHAC1 THAP10 TTI2 GTPBP3 YIPF2 MED18 AAR2 RBSN NR1H2 RPL27 VPS25 NDUFA2 FBXW9 TMEM128 COQ3 EIF5A VPS13B IGHMBP2 USPL1 COX16 NAPG DTNA NREP WDR36 CCNJL TFCP2 ZC3H10 COG2 MRPL44 HUS1 TTC5 TACO1 TUBB2B VARS2 NDUFAF1 RPLP1 LRRC49 RPS24 INTS14 UBL7 HERC3 BMPR1B CCNG2 GSTCD INTS12 RGS3 ALG10 ESYT1 ABHD13 CUL4A WARS1 MAN2C1 DET1 GID4 TBCD SLC39A3 VAV1 TIMM29 PSMB6 NOSIP RERE CFAP74 RPS8 MTF2 ADCY10 NUF2 RGS5 TOR1AIP1 TARS2 GABPB2 SNAP47 WDPCP MEIS1 COPS7B TAMM41 PYURF RPL37 GIN1 PPIP5K2 RPL7L1 PHIP OGT REXO4 GTF3C5 ASB6 CIZ1 FRA10AC1 NCAM1 VPS51 HMGA2 ARID5B UBE3B NDUFC2 VTI1A SLC30A6 SAR1B GGPS1 SREK1IP1 TRAPPC8 ING1 MRPL39 ANKRD40 RBM45 ADAMTS3 DPY19L4 PCDH1 ZNF689 GALK2 PSMG3 AP3S2 MITD1 NBL1 CCAR2 CFAP298 GPBP1L1 TMEM69 LYPD5 ZNF221 ZNF233 PDXK CFAP410 FAM207A MCM3AP PSMC2 PCYT1A RPL29 CZIB NOL9 LZIC AXDND1 BPNT1 PUS10 PEX13 MRPS18C CGGBP1 KRTCAP2 SLC4A1AP TMEM41A AGGF1 ANKRA2 UTP15 GPR85 PRPF18 BMS1 ALKBH3 COPS2 IFTAP AP1G1 PCLAF SNRPD1 ISLR2 FBXO22 SMG8 ZNF283 KCTD5 ZCCHC4 POLR2J3 MPLKIP ZNF608 LMAN2 SLC33A1 SNUPN METTL15 DUS1L ZNF764 RNF150 ZNF282 DNAJC24 DCDC1 MORN4 METTL18 ZNF570 RPS7 TVP23B JMJD1C ZNF554 MOB3A TEFM RPL38 CES3 NOC3L ZNF622 NMNAT1 ENDOV LIG4 SNAPC5 C12orf76 CNTNAP2 NDUFA11 MRPS22 BANF1 EIF1AD ALG10B MRPL48 LINC00476 ZNF613 RTTN WDR25 HIC1 C18orf32 CSTF2T ANXA2R GRB2 DMAP1 NDUFAF3 ZNF354B PLEKHM3 C3orf38 WSCD1 RCC1 EMC3-AS1 MIGA1 PSMG4 ZNF875 RNF41 SNRPE IST1 ERCC6L2 YBEY RPS17 LINC01547 CCDC159 SF3A3 GTF2H2C TOB2 DNAH2 ADAP2 SNRNP35 PDE4B CDCA2 NDUFA12 UBOX5 EFCAB10 MRPL30 PARPBP SEPTIN7P13 BRWD1 PTCH1 TMEM222 ARAP1 ZC3H6 ZNF793 ADAT2 ALKBH2 SUPT5H NIF3L1 ZNF569 IPO4 SULF2 HDAC2 ZNF846 ZNF420 ZNF165 MRPL21 BCO2 EME2 ZNF780A ZNF461 CCDC180 ZNF181 INKA2 SNHG12 RPS4X ZKSCAN8 GPATCH3 FOXJ3 LTN1 KIFBP RNU5A-1 VTRNA1-2 TATDN3 AC008429.1 MRPL53 DNAJC19 METTL6 SNORD60 RNU6-131P ZNF580 NDUFS3 GTF2H4 CDIPTOSP PHB2 AC141586.1 FASTKD5 DHRS4-AS1 TMEM242 MARCKSL1P2 FAM228B RN7SKP59 EXOSC6 JPX PIGBOS1 ENTPD1-AS1 WDR11-AS1 WEE2-AS1 ELOVL2-AS1 PROX1-AS1 PSMG3-AS1 SNHG7 NKAPP1 JRK LINC01409 LINC01275 LINC02773 NME1 PPIL3 BMS1P4-AGAP5 BMS1P4 SOX2-OT MRPS31P5 UBL7-AS1 AP000802.1 RRN3P1 MRPS31P4 GLUD1P3 CERNA3 VPS13B-DT ZNF260 CHMP4A ITFG2-AS1 RTEL1 AL132780.2 AL359317.2 NDUFC2-KCTD14 PLCB2-AS1 AL606760.3 AL050341.2 AC010491.1 ZNF234 ZNF213-AS1 OTUD7B SEC22B ZNF793-AS1 AC067852.2 AC027097.1 AC008736.1 FDX2 ZNF224 LIN37 ZSCAN16-AS1 EGLN2 ARMCX5-GPRASP2 GTF2IP20 SLC30A6-DT NOL12 INO80B-WBP1 VWA8-AS1 ZNF404_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF404_TARGET_GENES HEBP2 ACER3 CROCCP3 KAT8 MTFMT TTC1 IGSF21 NCKAP1L MTO1 ALDOA MED21 KLHDC9 NOL6 STAT6 RND1 PFAS FES TRIM15 RRN3P1 SNHG30 LINC01235 ZBED5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBED5_TARGET_GENES SEMA3F NDUFAF7 ARF5 NDUFAB1 ST7 CDC27 POLR2J GCFC2 PDK2 AGK MARK4 CCDC124 LUC7L DNAJC11 ADAM22 RPS20 MASP2 POMT2 VTA1 MLXIPL DYRK4 HHATL LYPLA2 NME1-NME2 TTC19 PPP5C MAP4K3 CALCOCO1 NUB1 ANGEL1 RNF14 MNAT1 ABCC2 NR1H3 TOMM34 SEC63 VEZT SNX1 RANBP3 IFT88 ALG1 ASTE1 PEX3 EDC4 PNKP MED17 CUL7 SNX29 COL9A2 RCN1 RFC2 HEBP2 MRTO4 USE1 PTPRN USP36 GATB BCAT1 SFSWAP MON2 DGAT2 SEZ6 PMS1 OAT CYB5R4 IDI1 RRP15 DHX8 ZFY DNAJA2 TGFBR3 MAPK6 LRP6 EIF2B3 OSBPL3 RPL31 LMCD1 HLTF CPSF1 HMMR NFATC3 TRNT1 STK10 NDE1 CDHR2 ACAT1 MARK3 MKRN2 MCM6 TRAF4 ACTL6B JADE1 UBE2K N4BP2 VDAC3 TP53INP2 UBE2D4 XRCC5 SCGN PGM1 KEAP1 RIF1 PSEN1 RBL1 DLGAP4 WDR70 COBLL1 LYRM2 TUT7 DIS3 PIBF1 APLP2 AGBL5 AKR1B1 USP40 ACOX3 MTMR2 PGS1 NOP14 KHSRP NSFL1C SNX5 RPL6 RPLP0 RPH3A KIF16B FUS CDIP1 LYZ ZC3HC1 HAUS4 EZR MFSD11 ECHDC1 TMEM14A IFT74 WASHC2A BCL7C SNAP29 LZTR1 P2RX6 PPIL2 TOP3B CRYBB2P1 HPS4 SRRD PATZ1 TOMM22 AP1B1 TRMU PRMT5 VCPKMT CGRRF1 VTI1B GSTZ1 ALKBH1 C14orf93 TM9SF1 PNN HRH3 DIDO1 TTI1 E2F1 RPRD1B TBL1X SYP NDFIP2 MLNR POLR2C ZNF821 USB1 VAC14 NPRL3 USP10 LMF1 CLCN7 BFAR MAZ TRIP4 AP3B2 DTWD1 SCG3 BRF2 RIPK2 NBN CALB1 POP1 GSDMD GSR MCM4 MAP4K1 SNRNP70 IL4I1 TIMM44 VRK3 SLC1A5 BABAM1 NAPA RASIP1 PDE4C GTPBP10 PMPCB CBLL1 STEAP1B TTC26 GARS1 EIF3B NUDT1 RBM28 URGCP YKT6 DNM1 PLGRKT LHX3 EDF1 EXOSC3 ZFAND5 NSMCE4A NPM3 CPEB3 SUFU GTPBP4 BCCIP PSMD3 RAD51C GOSR1 DRG2 AKAP10 SMARCD2 C17orf75 LRRC59 HDAC5 HLF UNC119 TBC1D19 UGDH KMT5B RNF141 UBE4A NDUFS8 MVK PPM1H ALDH2 SLC38A1 NUP107 KRR1 TMEM14C MTRF1L OPRM1 CILK1 ZNF451 CCNC E2F3 MED23 QKI HMGCS1 RNF130 TARS1 NR3C1 CSNK1A1 EHHADH TFDP2 HES1 ACAP2 GNAI2 SNX4 NEK11 MRPL3 CISH PEX5L PLCH1 SSR3 EIF4G1 DGUOK NCL EPB41L5 STAM2 CCDC88A STAT1 PECR ELMOD3 EFHD1 KDM3A STK25 ID2 TAF1B ODC1 NOL10 CEBPZ SLC25A12 RMDN2 SOS1 NFE2L2 ERRFI1 PARK7 S100PBP RNF19B GADD45A SRSF11 ADPRS OSCP1 MRPS15 GNPAT MTR UAP1 GALE ID3 PRDX1 MAN1C1 DHDDS NSL1 MESD SLC8A2 NRP2 CREB1 RAB32 RPN2 GTF3C3 RBM18 ZBTB45 NPC2 SLIRP WDR11 KANSL1 CAAP1 CD274 TAF12 HSPH1 FAM53C ZFP30 COIL SPOP NAA50 GPSM2 MTIF3 GTF3A MTERF4 RWDD3 MRM2 CISD1 DDX39A EBPL NEUROD4 NR4A1 KBTBD4 EXOSC9 PLA2G12A ACSL3 ENKD1 NCOA3 NCOA5 PARD6B ZNFX1 PEDS1-UBE2V1 STAU1 RNF114 MTRR NAGK SNRNP27 SNRPC AARS2 ZNF391 RPP40 NUP153 BBS2 IRF1 TEKT3 GTF3C4 DDX31 BARHL1 CLPP PSMF1 DTD1 STK35 RRBP1 MKKS SNRPB2 MGME1 NECAB3 AGO3 XRCC3 TUBGCP3 PCID2 NR1D1 NUP214 RAP1B EMC1 POR STYXL1 CASD1 VGF ORMDL1 CLN6 KRI1 MIS18BP1 SEC14L1 ASH2L CDC16 SAFB2 ATP8B3 ACTN4 CACNG6 UNC13A CYP2E1 ACSS2 GINS2 MRPS25 RARA THAP1 MRPL35 ILKAP EEFSEC H3-3B RIDA USPL1 ZNF767P COX16 SLC38A2 TMEM241 ACP2 YARS1 TUT4 CLOCK OSTF1 BICDL1 ADGRB3 ORC3 GLS2 COQ10A CD164 PIGC MRPL44 EIF4E2 ARMC9 WASHC4 HUS1 TACO1 TOR1A RANBP6 TUBB2A BPHL PGBD1 MAPKBP1 NDUFAF1 BCAR3 PNPT1 PREPL ASCC1 ATIC ASNSD1 METTL5 ITPRID2 WDR12 INTS14 HERC3 LARP1B NUP54 GSTCD INTS12 VAMP1 TPH2 PHLDA1 NUP58 CSAD TMBIM6 ZNF740 CUL4A TTC6 CDAN1 COMMD4 FANCI PARN CDR2 C18orf21 MINK1 SLC16A3 ANAPC11 PNMT SLC39A3 TMEM50B GEMIN7 SLC47A1 ZNF473 RPL13A RERE PIGK MTF2 POGK NUF2 RGS5 TARS2 EIF2D RAB13 HAX1 C1orf131 CAMKMT NBEAL1 SUMF1 COPS7B POMGNT2 SHQ1 NXPE3 NCEH1 RUBCN PYURF RPL37 PIK3R1 IQGAP2 IL9 FBXO38 G3BP1 RMND5B PRIM2 ANO7 PNRC1 RARS2 SLC18B1 CCZ1B CDCA5 MDH2 PSPH NOM1 LUC7L2 MCPH1 CCDC25 SNTG1 MRPS28 LACTB2 EBAG9 EIF3H STOM MRRF WDR31 SURF1 SURF2 GTF3C5 PTGES2 CIZ1 DPH7 TUT1 HSD17B12 TTC12 MTA2 KIRREL3 TM7SF2 TBX6 ALDOA TLCD3B TIRAP EXT2 VTI1A SAR1B NR4A2 ENPP3 MRPL39 CCDC144B ANKRD40 PIP4P2 C16orf87 MCU DPY19L4 CCT8 MTERF3 KCNS2 MAPK13 LHFPL4 PDE6D SMG1 TMEM268 HPD FAIM CDC25C KCNB1 PPP1R9A ZSCAN12 RNF166 DEDD B4GALT3 APOA2 ALG8 PSMB4 BTG2 NAE1 C16orf86 CCDC58 CFAP410 FAM207A ZER1 SPTBN4 SAFB SHC1 UBE2Q1 FGFR4 ALKBH4 LRWD1 IKZF3 SRSF2 CLPB NXF1 ZFPL1 TPCN2 CZIB MAGOH LZIC SLC25A34 TM2D1 MEMO1 SMARCAD1 VPS72 TMEM169 SSR2 FABP1 PPP4R2 CCNL1 MTHFD2L MEAF6 SLBP PIGX PGRMC2 RNF123 ANXA5 ANAPC10 ABCE1 PGGT1B C5orf63 TENT2 HEY1 CTSB C7orf57 SPIDR PIGO MARCHF8 CFL2 RPL36AL KLHDC2 RPUSD4 BMS1 ISCA2 SLC39A13 HACD1 CEP295 TAF1D SVOP FAM227B ANAPC16 ATMIN TK2 NDEL1 CIAO2B PCLAF VPS39 PDIA3 DOLPP1 ISLR2 DUS2 ZNF23 TUBA1C TTYH1 ZNF232 MRPL58 MGAT5B TK1 CTNNB1 COPS6 RBPJ DNAJC7 NT5DC2 MGAT2 H1-4 ATG4B POLR3D CDKN2AIP ZNF30 STX18 FSTL5 DDX19A TNIP2 MFF E2F6 NMD3 METTL15 C15orf40 LUZP1 MT1E DUS1L GSX1 TPST1 NSG2 ZNF778 NIPA1 FOS PA2G4 PFKFB3 SERPINB9 NUDCD2 ACYP2 RPS9 NUDT6 KCNG3 ASXL1 ENC1 BPTF RGS19 RPS7 TVP23B USP19 KRCC1 NME6 TEFM CERS6 MCRIP2 PRSS27 COPS9 RAD9A CES2 SP3 METAP1D OXSR1 KDM2A NOC3L COMMD1 NAA20 MST1 NMNAT1 RCE1 NET1 GOLIM4 CEP19 LEMD3 RGMB CTU2 SNHG11 LIG4 VWC2L AKIRIN1 YIF1A KCTD13 SNHG29 UBE2C TVP23C BANF1 APOF SART1 DRAP1 P2RY2 AURKAIP1 BAIAP2 TMEM39A GPX2 CCDC57 RTTN CCDC121 TALDO1 ZBTB38 PPFIA3 ZFAS1 TGIF1 ACAD9 SRRM3 DNAJC28 SVBP AP3S1 BET1L RIC8A AMER3 WDR6 PLEKHM3 NT5DC1 GLDC ERN1 EFCAB13 FBXO34 RAD23A GADD45GIP1 PTPN11 RNF227 R3HDM2 PSTK SOCS4 SMG1P3 ZNF707 OGFOD3 RAP2B DEXI IST1 NPLOC4 KPNA2 TSPAN10 NGRN C16orf72 PYCR1 AFMID RUVBL2 LINC01547 TBL3 RBM12B BTBD9 SRARP ADAP2 TSSC4 HDDC3 ZBTB40 OSBP2 ROR1 MRPL40 MOSMO DNAH14 LAMP1 LRCH3 ZNF529 POLR1D TOR3A TMEM222 KATNA1 PTMA EXD3 DHRS4L2 TCEA1 TUBB4B PP7080 NOXA1 NOC2L NELFB ADAT2 ALKBH2 HMGB1 WDSUB1 FAM217B GARS1-DT ZNF781 ZNF774 ZNF569 ZNF799 ZNF782 POTEF SNHG17 MAML3 ANXA4 ZNF398 H3C12 ENTPD4 BLM ZNF786 OGDHL IRF1-AS1 HOXA4 CDC42SE1 LHFPL5 FAM118B SNHG12 MARCHF5 TOR4A HSD17B11 AFDN-DT SDAD1 HYLS1 ASPH MT1F ZNF583 GPN1 WDHD1 CALM1 SCAMP5 ARHGAP11A ITPRIPL1 RNU4-1 RNU4-2 TATDN3 LIN28B-AS1 ATP1A1-AS1 LIME1 ZYG11A TRAF3IP1 ASAH2B SP5 SNHG32 VARS1 MSH5 BAG6 ZNF805 ABCF1 HCG9 ZNF425 TMEM231 AL359878.1 SNORD60 MIR320A NUP62 DNLZ HAUS7 SRA1 NDUFS3 PPP1CB RPS29 AC019080.1 ST7-OT4 POLR2J4 ZSWIM7 LINC00680 GOLGA8B HOMEZ TMEM242 CROCCP2 CKLF LINC01881 FANCG TIGD1 XKR9 KLF2P3 EXOSC6 SMIM13 APOC4-APOC2 JPX LINC01703 ZNF192P1 AL606760.1 LINC00511 WDR11-AS1 ST7-AS1 SNAP25-AS1 HDAC2-AS2 DHFR AK3P5 ZFAND2A-DT LINC01715 C9orf147 MAP4K3-DT AKAIN1 NDFIP2-AS1 SMIM26 DHCR24-DT GTF2IP4 TRIM26 ZNF232-AS1 JRK NPIPB2 APOC2 FAM21EP LINC00494 MFF-DT CDKN2AIPNL CAMTA1-DT ABCA17P NCK1-DT NME1 ADSL AC078785.1 FAR2P3 PEDS1 RDH14 EIF6 AP5Z1 STMP1 MRPS31P5 IL10RB TTC4 UBE2V1 NEAT1 SNHG6 KCTD21-AS1 AC090061.1 STX18-AS1 ZNF564 GLI4 AF117829.1 MAILR CERNA3 CKLF-CMTM1 MSH5-SAPCD1 AC093510.1 AL132780.1 RTEL1 AL158801.2 TMEM179 TVP23C-CDRT4 ANKRD34C-AS1 AC066612.1 AL606760.3 NORAD LINC02256 LINC01976 AC073878.1 AC012184.3 TMEM220-AS1 NDUFV2-AS1 AC011444.1 AL031666.2 ZSCAN16-AS1 KCNQ1OT1 SLBP-DT RNVU1-31 HNRNPD-DT ZBTB8B H4C12 SOCS7 WHAMMP3 RNVU1-28 H2AC17 AL845472.1 FLJ38576 LSP1P5 GREB1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GREB1_TARGET_GENES AK2 PRSS22 PDK2 ALDH3B1 IFRD1 BAIAP3 TSPAN9 AKAP8L CD22 SEMA3B GPRC5A GCLM ARID4A RNF19A CUL3 EPN3 ARID1B LIMA1 BCAR1 HEBP2 MSMO1 MCF2L2 PHPT1 HDAC7 DGAT2 CCN5 CHI3L2 DGKA FAM107B STON1-GTF2A1L BCL3 AP3M2 EPN2 LLGL2 SRI CELSR1 LRCH4 TNS1 PTPRH GRHL2 CYLD NLK TFAP2C FER1L4 GRAMD1A HNRNPC SRPK1 SEC14L2 CARD10 PDGFB ASCC2 IFT27 PABPN1 CHD8 SLC17A9 NKAIN4 PXMP4 SLC1A5 CYTH2 LENG1 ZNF574 DNAH11 ATP6V0A4 FBXO24 CORO2A DNMBP MTMR4 KPNB1 RECQL5 SMARCD2 DCUN1D4 ODAM INPP4B EHD1 SLC11A2 ATP5F1B SLC38A1 COPZ1 RAB5B TPD52L1 NNT WWC1 AMOTL2 RTN4 KCNJ13 THADA ELAPOR1 TTLL5 ZNF410 PROSER1 TGFBI NFYB FAM117A CEP89 ZMYM2 FAM126A CHD6 STX16 NAGK PAIP2B LRRFIP1 SCGB1D2 CNOT1 XRCC3 AKAP9 SLC44A2 MTUS1 DDA1 PXDN RBBP8NL TMEM160 SLC6A6 TOP2A BRME1 ALDH3B2 DCTN4 ZMYM5 KMT5C ARNTL VAV3 SLC38A2 GRHL1 COL4A2 TMEM60 CD63 CCT7 SUCLA2 ABHD17C DCAF7 KAT7 ACTL6A DNAJB5 FHDC1 TMPRSS4 TRIM29 TMPRSS13 CYP1B1 RGS3 ERP27 PIK3C2G FRMD6 IGF1R KATNB1 PCTP BCAS3 SLC16A3 TBCD ZNF750 ANP32E ANXA9 GATAD2B ETNK2 RABL3 LPP G3BP1 NIPSNAP2 SYTL5 SYBU FAM83A PROSER2 FAM171A1 ADIRF SYT8 TNKS1BP1 TMCO3 DLG5 HSPB8 ANKRD22 UTRN RANBP2 ADGRF4 ANKFN1 DNAAF1 PROM2 SPAG17 VBP1 PCDH1 ZNF689 RADIL RNF207 LAD1 ATP5MC1 SPTBN4 POLR3K SNRNP25 SSTR5 ATF3 DENND2D VPS72 TMEM79 C4orf36 TIPARP PRKCD C7orf57 MYORG DYNLT3 AKR1E2 COMTD1 NAB2 SMAD3 PIP5KL1 PRR15L TEPSIN MIDN PROSER3 TRAPPC9 WDR81 KRT80 SPRYD3 CDK2AP2 RAB26 ABCA3 LTBP3 RFWD3 STIP1 ZSWIM1 VWA3B LDLRAD4 FAM178B SMAGP KYAT1 LRG1 P2RY6 ISG20 MCRIP2 DMXL1 FAM86B3P STOX2 TRIB1 CEP83 JUP GPR160 RGMB ATP2A2 YIF1A UBE2C ZNF77 TPRN WSB2 NFATC2IP CLVS1 NAALADL2 TMEM94 STAP2 STX19 SHARPIN PCBP1-AS1 CMTR2 EHMT1 TMEM45A ATG9B CLN8 SKA2 SPNS2 KLHL25 NCF4-AS1 PKP3 SEPTIN9 TEDC1 FAM174B PBX1 BRWD1 ZBTB3 BCL9L ZNF395 TMPRSS6 THSD4 DNAH17 TUBB4B ZNF669 S100A16 C9orf152 FAM111B FAM47E HRCT1 EPHB4 PLXNB2 HSH2D S100A2 AP2A1 ARRDC1 VEPH1 IRF1-AS1 SLC9A8 ZNF44 SPG7 ZNF823 TMPRSS11F RPS6KL1 SPRED2 NUDT16 TMEM184B LRIG2 IQANK1 LINC02408 CAPN8 LINC00963 RNF5 PKP4-AS1 TRIM31 SRRM2-AS1 MIR550A2 MIR550A1 ANKRD39 ADAT3 DNASE1 HOMEZ MIR99AHG LINC00885 NDUFAF8 AC002378.1 LNC-LBCS AJ009632.2 ERLNC1 CCDC192 LINC01508 MAP4K3-DT LINC01431 LINC01656 CYP1B1-AS1 RNF224 LINC01952 DSCAM-AS1 AL031727.2 VLDLR-AS1 LINC01275 ALKBH6 EGFL8 RN7SL211P LINC01213 RGMB-AS1 SNHG10 LUCAT1 FMN1 ZNF564 RDH10-AS1 LINC02707 LINC02747 KRT7-AS AC025031.2 AL133153.2 AC009119.1 LINC00565 TTC39A-AS1 SSTR5-AS1 AC243964.3 AC138150.2 LINC01082 IKBKG LINC02343 MIR6715A MIR6775 AL358852.1 PRRT1B LASP1 SLC7A2 FKBP4 HSPB6 UPF1 SPPL2B PHTF2 SCIN KIAA0100 NADK CYB561 MPND MGST1 MED24 ERCC1 CCDC88C SLC45A4 PRKCH IKZF2 SH3YL1 FNIP2 FOXN3 KCNH2 PUM2 F7 UNKL TNK2 VMP1 ISOC2 KLF6 MEF2A PRR11 SDK2 WIPI1 CNGB1 RPS6KA2 LMCD1 DAZAP1 PRKACA SREBF1 KDM5A ST6GAL1 CA12 FRYL ARHGEF1 PKD2L2 DUSP13 CIC DNM2 ATP8B1 GSTP1 FAM234B NCOA1 CD59 IGSF9 UIMC1 CNOT3 KHSRP EPB41L1 P2RX7 BLVRB OSBPL8 LAMB1 SPAG7 TGM1 RFFL UNC13D COMT SH2D3C NRP1 CDC34 CEP170B CRKL SPECC1L PHF5A DAAM1 SPTLC2 ZFYVE21 BDKRB1 NFKBIA NINL ZMYND8 NFATC2 SALL4 TPD52L2 RBBP8 TBL1X TAZ EEA1 CAB39L MGRN1 ESRP2 SEC14L5 GSPT1 RBL2 HERC1 CD276 TJP1 NDRG1 ECH1 HNRNPL CCNP HPN ADAP1 H2AZ2 LMBR1 LFNG ZKSCAN1 RAPGEFL1 MAPK10 CLCN3 CLNK TCIRG1 PRPF40B PPM1H SCNN1A MGP RASAL1 CHPT1 NT5DC3 PPARD SLC29A1 HMGCS1 ERGIC1 STC2 SLC25A36 ACAP2 FRMD4B RTKN C1orf21 TSPAN1 RCOR3 MUC5B TJP2 MAPKAP1 BBOF1 IFT43 IDE PYROXD2 GOT1 KIAA1217 AKAP1 TBX2 ABCC11 DNAI1 CDKN2C WWP1 COQ8B DNPEP INHA PREX1 CDH26 PPP4R1L MPHOSPH10 ALKBH7 OVOL2 ID1 MCF2L NR1D1 SLC10A3 TRAF2 SLC35E1 CHTF18 KDM4B EMC6 PNKD DOCK4 ALDH1A2 CRACR2A GTPBP3 SNX9 JUND PNPLA7 PAK4 OSBPL2 DNMT1 GFAP TRAF7 RARA MCCC2 FAAP24 ZSWIM4 RFX1 DCAF15 CSNK1G2 MACROD1 C1QTNF6 TMEM241 PIWIL4 C5AR2 BICDL1 EHF AGAP2 KRT7 HNRNPA1 PKIB PRADC1 KCNK1 RC3H1 SLC19A3 TMBIM1 VILL CHST12 GPNMB NMT1 SKIL ST6GALNAC4 SLC2A8 NUMA1 POU2F3 GCOM1 BCAR3 TACC2 KIF21A LRIG3 ARMH4 SLC27A2 ARRDC4 ABHD2 CDH11 TCF25 CCDC40 ERBB2 DOP1B URB1 AKT1 EVI5L IGSF3 C1orf162 HMCN1 PRUNE1 ZNF687 ENSA GOLPH3L S100A7 SLC39A1 OSBPL10 IQSEC1 NFKBIZ SLC26A1 PAM FBXO38 ATXN7L1 EPHA1 DNAJC5B GSN SLC25A25 PDSS1 PARD3 RGS10 SIDT2 PRSS23 MTMR12 FREM2 EPS8 EPG5 ROBO3 ENPP3 NCAM2 SKA1 RHOC PIK3AP1 MIDEAS BATF HK1 SAMD8 FBRS VPS26C ERG SVOPL PSMG3 RHPN1 AHCYL2 DNAH3 IGF2BP1 ZDHHC1 ZFYVE28 CCDC58 TFF1 TMPRSS3 ITGB2 RECQL4 PPP1R16A WDR90 AKNAD1 COQ8A ANKRD23 S100A11 LRRC58 PPM1L CDS1 RBM47 SGMS2 PLXNB1 RHOBTB3 CITED2 CREBRF KIAA0895 GALNT10 MIOS CTSB DLC1 OXR1 VIRMA TMC1 VCP CASP7 ANKRD2 RPL27A PKD1L2 FAM86GP TMED3 IQCD MESP1 NEMP1 DOLPP1 TBC1D16 GATAD2A ANKRD11 TUBA1A TUBA1C PSCA HDGFL2 ZNF444 KLK6 SLC20A2 STAT3 VAMP5 TBC1D10B B3GALNT1 SIN3A CHD3 PWWP2A ZNF282 KRT8 PYM1 PDGFD PLAC1 FPR1 NAIF1 CANT1 ENC1 CAMTA1 EXOSC10 MLLT3 DRC3 EIF2AK3 PRSS27 AFF1 MAB21L3 DMRT2 MICOS10 XXYLT1 SNX31 PDZK1 AMZ1 TOM1L2 PLEKHF2 DOK7 SSNA1 UFSP1 ANAPC2 USF3 EPS8L2 PPFIA3 UMODL1 PLEC ZNF552 TMTC2 MAF1 C1orf194 TH MYLPF LINC01555 SCRIB SLC25A42 ADIPOQ IBA57 TDRKH RAD51B GLRX5 MTA1 CCDC159 CCR3 ASCL2 MACC1 NIPSNAP1 PGP PLA2G6 MANEAL FAF1 ZBTB37 TMEM105 P4HB PMEL ANKFY1 ADAMTSL5 TMEM210 TAL2 ZNRF1 SLC51B CARMIL3 PTMA TPRG1 IL17REL SRP72P2 TMEM120A S100A4 GREB1 LCOR ADH7 EVL TRAPPC2 SULT1A1 AFAP1 SPTSSB FAM72A TLE1 SERPINA1 ADARB1 ZNF860 S100A10 TMEM229B MAP3K3 TBKBP1 SNORD114-1 RNU6-490P RNA5SP160 RNU6-563P TDRKH-AS1 RBM20 GIGYF2 AGPAT1 TBC1D8 ADGRG1 RNU6-1013P SNORD59A RNU6-813P RNU6-1105P MIR635 MIR203A MIR563 MIR638 IGLJ4 KRTAP3-1 CFAP45 CCDC183 DDX47 KCTD11 TAX1BP3 RPL39P5 STARD10 EML6 LINC01588 CRPPA FMO9P MARCKSL1P2 RNU2-17P RNU2-8P RPS10P7 ABCC5-AS1 C5orf66 LINC02776 MPRIP-AS1 LINC00475 LINC02620 PRICKLE2-AS3 CACTIN-AS1 RNF207-AS1 LINC00511 SCAMP4 LINC00111 SUCLA2-AS1 RPL7P30 AL160408.1 NACA4P TXNP5 NLRP7P1 NECTIN4-AS1 LINC01344 RGS17P1 ZRANB2-AS2 FNTAP2 RPL37P4 SPRY4-AS1 PRDX3P2 LINC02015 LINC01701 RPS29P8 LINC02518 LINC00112 ZNF687-AS1 LCEP1 EIF2AK3-DT RPL5P7 GAS5 ACTG1P25 SSR4P1 LINC00479 UST-AS2 LINC02652 CAMTA1-DT RPS15AP29 AL391832.2 LINC00879 RPL32P30 RPL32P9 ERVW-1 PLA2G4B TIPARP-AS1 IFITM10 ALKBH3-AS1 CRNDE DRAIC LY6E-DT MEF2C-AS1 LINC02102 LINC01016 NOP14-AS1 LINC00536 BFSP2-AS1 MGC32805 AC010210.1 HIGD1AP13 AC099520.1 FAM86EP RNU6-197P RNU6-1220P LINC01484 IGLC4 LINC00824 RHPN1-AS1 AP5B1 NAV2-AS3 MPV17L2 STX16-NPEPL1 MIR9-3HG PRECSIT AC010186.1 PSMA3-AS1 SMIM6 STK16P1 MRPL15P1 LINC02130 CCNYL7 LY6L DKFZP434A062 LINC01978 TMPOP2 KARS1P3 AC007114.1 MYZAP LINC01975 AC025682.1 MIR5684 MIR3168 MIR4513 MIR3181 MIR3622B MIR5707 LINC01900 SRGAP2 MIR5093 NCOA4 MIR4259 MIR4479 MIR4530 TBC1D3P1-DHX40P1 AC005746.2 TBX2-AS1 AC002116.2 MIR3188 AC006262.1 AL118506.1 AC020907.3 CYP4F23P MICOS10-NBL1 ADIRF-AS1 MRPL30P1 MIR6811 LINC00216 DNAJB5-DT PACRG-AS1 MIR550B1 MIR550B2 MIR4328 MIR6715B ZNF585B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF585B_TARGET_GENES MVP ZFHX4 TIMM44 CPD SGIP1 ORMDL1 LOXL1 PTPN7 PHIP PDPN ETNPPL LRRC34 RPL11P4 MED12 ZNF546 ZNF551 GRASLND ZNF529-AS1 LINC01852 AP000787.1 LOXL1-AS1 STRADA AC023282.1 PEG13 MSL3 NUB1 RUFY3 ATP6V0A1 RAI14 FOXN3 TM7SF3 PMS1 OAT SIRT2 SCARB1 TMEM131 PAK3 PPP2R5C TXLNA FKBP5 DDHD1 RNF24 ERCC2 CCDC9 KDM4C NECTIN1 P3H3 TBC1D30 SERINC1 NPR3 HES1 SLC2A1 PHF3 ACSL3 ZNF45 HOXD10 DTD2 CHMP1A RFTN1 DIAPH1 TMCC2 CATSPERB PPHLN1 RELCH ARRB1 ZCRB1 KANSL2 TCF25 ANK2 CYP4V2 MEGF10 MCPH1 HMBOX1 PLPP5 SESN3 CNDP1 DNAI4 CYRIB ATP6V1C1 KDM8 PRXL2C SQSTM1 MGAT4B LINC01931 CFAP36 SMC6 PRSS12 CEP295 CCDC178 CERCAM RBFOX3 SPATA33 MN1 ZNF778 USP32 LURAP1 ZNF540 ZNF57 RNASEH2C GPR137 IP6K1 CLK2 CCDC66 TSKU PRKG1 ZNF529 BCR PIGN MCMBP QRICH1 CALM1 NAGA RNU5A-8P MAFB AC007389.1 RNU6-784P RNU6-1228P LINC00431 SLC2A1-AS1 SUMO2P8 IPO9-AS1 ZBTB22 ZNF503-AS2 LINC00926 LINC02769 AC007342.3 MIR1273C RPS10P27 AL035530.2 LOC101927815 ZNF394_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF394_TARGET_GENES CD99 VPS50 CIAPIN1 FYN MBTPS2 SLC38A5 NR1H3 ABCF2 PEX3 DEPDC1B CLPTM1L NOP58 HMG20B DHX8 MEF2A NEDD4 CDC42 RDH11 ACADVL SCARB1 DHRS9 MRPS34 IPCEF1 RBMS2 MCAM AMPH PKD2L2 SAR1A SMARCA2 PCNP DUSP12 XPO1 PDS5B DNM1L COQ9 XRN2 ZBTB25 TMEM101 SLC7A8 EZR WASHC2A CATSPERG JOSD1 PMM1 KHNYN KIAA0586 POLI MOSPD1 MTMR8 ARHGEF7 PLA2G15 TRIP4 DTWD1 SCG3 NBN MCM4 HNRNPL GRWD1 ITGB8 SSBP1 IMPDH1 AP1S1 TRIM14 LIPA EDRF1 MAP3K8 RUNDC3A RAD51C TRIM37 NUP88 SMARCD2 RAB5C NAGLU CLCN3 CORO1C KRR1 CMAS MAPK14 CAP2 CCNC EYA4 ENPP5 TTC1 SMAD5 ZNF346 BBX NCBP2 HEMK1 RTKN CCDC88A STAT1 CHST10 MOB4 TAF1B TRAK2 CEP104 C1orf109 SLC2A1 FASTKD2 SPCS2 CNR1 ITGB1BP1 CPSF3 MAPKAP1 VPS4B IDE CAAP1 ENOX1 WASHC3 SEC22A FYTTD1 RAB9A STX16 MAD2L1BP DMAC2L PSMF1 MCM8 KDM5C FGFRL1 RPAIN PNPLA7 GSE1 LRRC41 SERPINF1 USPL1 TRPC4 WDR74 BTG1 IMPA1 PTGFRN IL15RA COL4A2 BIVM POGLUT2 MTO1 PHF21A USP15 MDM2 MRPL44 NEK3 PHF11 C7orf25 HUS1 UQCC2 NARS2 YAP1 PPP2R1B ITPKA PLCB2 ADAM10 GTF2B ATAD1 DNA2 MDH1B FAM13A NDST4 NUP54 GSTCD INTS12 LEF1 MTTP SINHCAF SCAF11 PPFIA2 LRIG3 PHLDA1 GIT2 CCDC65 TARBP2 NOVA1 RTN1 NCOA2 EFL1 UTP4 ADCYAP1 CCDC40 TMC6 TRIM65 ZCCHC2 SLC39A3 TPGS1 RERE ITGB3BP PPOX ECM1 ZNF687 TARS2 GASK1A IGSF11 TRMT10A TNFAIP8 ATG12 FBXO38 ARMT1 CDKN2A WDR31 SURF1 REXO4 PAXX FRA10AC1 CNNM2 TUT1 TNKS1BP1 PAK1 ENKUR NDUFC2 DST POU4F1 TRIM36 GGPS1 CXADR ANKRD40 OTUD6B SLC7A7 UTP14A PRR14 NECAP2 ETS2 AP3S2 H4C8 CFAP298 RCAN1 HK2 PDXK FAM207A SQSTM1 MGAT4B CXCL16 WDR90 TYW5 MAIP1 HIPK1 INAVA KRTCAP2 SNHG16 ABHD6 ZNF148 TMEM41A GUCY1A1 CEP44 ADGRF2 RASEF TSC1 SALL2 R3HCC1L SVOP XRRA1 CENPV CIAO2A PCLAF ATP23 SNRPD1 DUS2 SMG8 LENG8 DNAAF3 SRP68 BATF2 AHCYL1 STX18 DFFB LUZP1 ZFPM2 ELOVL6 GPR37 PLAC1 FAM98B PGAM1 ZNF581 ENC1 ATF7IP ANO5 RPS7 TEFM SUCLG2 MRPL52 TRIB1 SFT2D3 SNHG11 SEZ6L2 CTBP2 MRPL48 B3GNTL1 HOXD8 ARIH2 ZNF518A AP3S1 ZFAND2A PLEKHM3 PARP10 ZBTB18 MIGA1 NRIP1 NPM1 GINS3 FAM89A MXRA7 LINC01547 CCDC159 SF3A3 ADAP2 WDR27 USP18 RPS27L C6orf120 UBE2L3 BRWD1 SEPTIN10 TMEM216 ZNF286A ZC3H6 DCUN1D3 SRSF10 SAXO2 ADAT2 SPATS2L SULF2 MAML3 FITM2 EME2 SNHG12 RPS4X CHSY3 SPRED2 TXNRD1 TAFA2 GLMP TEX45 DCLRE1A RNU6-386P ADAMTSL4-AS1 RIPPLY2 EFCAB7 PBX2 C21orf62-AS1 TMEM191C BBIP1 BTBD19 LINC00466 SLC26A6 UPF3AP1 H3P44 MUC12-AS1 LINC01013 HDAC2-AS2 WEE2-AS1 ZFAND2A-DT RPL36P2 SNHG7 HIPK1-AS1 MSC-AS1 FAM21EP PEF1-AS1 APOA1-AS SLC12A9-AS1 CBR3-AS1 CREB3L2-AS1 NCK1-DT CASTOR3 SUCLG2-AS1 CCDC169 AC011346.1 STX18-AS1 KRT18P45 ZNF286B NOP14-AS1 ZNF564 CCDC169-SOHLH2 OTUD6B-AS1 AC005324.3 LY6G6E ZNF225 AC156455.1 NDUFC2-KCTD14 AC008074.2 ALOX12P2 RN7SL555P SEC22B ZNF793-AS1 RUNDC3A-AS1 NCBP2AS2 CCL4 FRG1HP COBLL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/COBLL1_TARGET_GENES SEMA3F FAM76A SLC66A1 SPA17 SPTB AP3M2 ATRX CHRD ZNF184 DSP GGA1 ARSA AHSA1 MCF2 NPRL3 FBXO31 WDR83OS GCDH TFEC EIF3B PDLIM1 MPP2 SIAE SNX15 KRR1 GAPDH CCL20 EPB41L5 RALGPS2 ERRFI1 ELAPOR1 RPA2 KPTN ZNF410 TTLL2 ELF1 WDR83 OPTN ZNF576 CNOT1 PZP CCDC136 KIF1C ASH2L MEIS2 RC3H1 TMBIM1 SMPD4 SMC2 STXBP1 NDUFAF1 HERC3 RDH12 MAN2C1 SECTM1 DPP9 NOSIP CELSR2 NUF2 RGS5 ZNF687 ADAM15 PYCR2 PTPRG RPS3A RASA1 FBXO38 TRIM41 ZNF7 CBWD5 PTGES2 PDCD11 MIPOL1 DPYSL4 HOMER1 CNTNAP4 ANKH USP16 RCAN1 EFCAB14 SSU72 ANO10 TNFSF13 FLVCR1 SPRR3 RNF25 STK36 ZNF148 FRS2 IRGQ KMT2D MAT2A USP47 ATF7 NPTX1 KDM2A ATP5MD C12orf66 PITPNA BRSK2 FAM89B RIC8A RCC2 CYC1 TAFA3 CYP4Z1 MIR22HG HEXIM1 RYR1 INCA1 SDHAF3 ZNF511 CALM1 C1orf174 TBC1D8 MROH6 HCP5 RAB12 SNORA14B KRT18P68 CSNK1E FIS1 LINC00612 ZNF407 RN7SKP68 RN7SKP85 OACYLP SRRM5 RPL7P54 C9orf147 PTGES2-AS1 JRK RPS11P1 LINC01968 RN7SL93P RPS29P24 KCNK15-AS1 UBE2V1 AC011346.1 MAPK10-AS1 LINC02109 LINC01992 CLCA4-AS1 MIR4638 NAPA-AS1 BTF3-DT CWC25 MIR4727 AATF ZNF766_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF766_TARGET_GENES STPG1 LASP1 VPS50 NDUFAB1 UPF1 FBXL3 KDM7A IFRD1 CCDC124 LUC7L CRAMP1 NFIX MAPK8IP2 UBE3C HHATL PTBP1 MAP4K3 CALCOCO1 MDH1 COX15 XYLT2 IGF1 RALBP1 SLC45A4 ERP44 UBR2 NR1H3 SLC39A9 IKZF2 ARID4A PNPLA6 ZCCHC8 GAB2 ATP6V0A1 NSMAF CLEC16A STAU2 TNC CAPG AP2S1 TRIT1 CP H6PD THRAP3 PTPRN SZRD1 SEC61A1 ZC3H11A FLYWCH1 GATB CTDP1 WNK1 CCAR1 PTPRU SFSWAP GPBP1 DGAT2 VMP1 TM7SF3 SPEN SLK CYB5R4 PDE4A MYO9A RHOA GPKOW SIRT2 NEDD4 SLC44A1 WDR1 ING3 CPSF1 PDCD2 PRKACA LNX1 CHFR GRAMD4 TIMM21 ZNF37A ACTB RAB7A REXO2 ACTL6B PPP1R12B DYNC1I2 GNB1 MLLT10 TNS1 CIC SCGN CPOX MEF2C UBA5 HSPB11 FYB1 NFE2L1 PDS5B ZNF586 SSH1 MTIF2 SNX10 ATXN7L3 NOP14 DNM1L CASS4 ALG6 GP6 SNX5 PXN HEPH BIRC5 NDUFB2 ZNF268 USP48 TRPM7 CREM HNRNPH3 TMED1 FBXL19 MARCHF2 MADCAM1 MED15 P2RX6 CABIN1 GRK3 PATZ1 POLDIP3 PACSIN2 CBX7 SYNGR1 RANGAP1 POLR3H RIN3 PPM1A ERH VRK1 PABPN1 ARHGAP5 NFKBIA ZMYND8 MRGBP ARFRP1 HM13 TM9SF4 MANBAL CHMP4B VAPA ANKRD12 TBL1X MOSPD1 AMMECR1 STAG2 UBL4A INTS6 NUTF2 CENPT TSNAXIP1 ZNF821 SMPD3 CRYM GSPT1 AQP8 USP31 DNAJA3 RPGRIP1L BCKDK CCP110 VPS35L HERC1 AP3B2 RPAP1 SCG3 DNAJC17 FZD3 CALB1 GFUS TULP2 NUCB1 NFKBIB PPP1R13L LYL1 OAZ1 PPP6R1 C19orf44 AKAP8 YJU2 TJP3 NOP53 BABAM1 NAPA LIG1 SIGLEC6 ZNF175 TNPO2 PRPF31 TFPT PDE4C FKBP8 ATP13A1 SIPA1L3 CPED1 TFR2 ZNF862 EIF4H TMEM245 CDH23 RUNDC3A DHX40 RNF167 SLC25A11 TNFAIP1 IFT20 PHF12 CHIC2 AREG GALNT7 NEIL3 LPXN CEP164 C11orf58 RPS13 CSRNP2 LTA4H VPS29 SPRING1 CHD4 CDCA3 RIC8B TPD52L1 KCTD20 ALDH5A1 SMAP1 TFEB FAF2 TTC1 ARRDC3 LIFR TXNDC15 TTC33 TCERG1 STC2 PDCD10 NPRL2 CYB561D2 GNB4 PODXL2 FOXP1 KANSL3 EPB41L5 AUP1 HTRA2 CCDC88A IL18RAP FHL2 STK25 SLC25A12 COX7A2L ALMS1 RALGPS2 TCEANC2 TMEM59 PHF13 LAMTOR2 ZBTB17 MYCL RBBP5 RAB29 B4GALT2 ERI3 CENPF USP35 MYB PMFBP1 PTBP3 DYNC2I2 NEK6 INVS DENND1A MLH3 RBM25 CUTC KCNIP2 SNX19 NUDCD1 ENY2 EPC1 HSPH1 KBTBD7 SOCS2 APAF1 DUSP4 LYPLA1 FAM117A ECHDC2 CD80 MAPK8IP1 LRIF1 TMIGD3 ZC3H7A SHLD2 ZNF644 ARL4A SPINK4 PLAU WWP1 TRIR NEUROD4 NFE2 B9D2 FAM124B STAU1 PPP4R1L PCK1 VAMP7 RPS10 MAD2L1BP RPP40 CNOT1 FAM193A GRK4 MIF4GD BARHL1 PPP1R12C SLC2A4RG ATG4C EML2 SYMPK MGME1 ZNF436 MAX TMEM115 KLC1 CCR7 SCAF1 ZNF484 COX7C GFER WDR24 FBXL16 SMARCA4 AAMP PNKD POR DGCR8 APOL3 MINDY2 KNSTRN CHAC1 ARPP19 PSMA1 ILF3 FGF13 CBFA2T3 GNL3L PRKCSH RPL36 UNC13A UBAC1 ZNF337 TMEM160 GMFG ZNF331 ZNF227 CAP1 MGAT1 GFPT2 DIAPH1 C1orf159 LRRC41 FCRLA TRIM5 WBP2 KHDC4 MMACHC MUTYH CDK8 PEMT TMCC2 TBC1D8B SLC39A11 KRBA1 ACTR3B DYDC2 TMTC1 IPO8 LARS1 CA1 ARNTL ZFC3H1 MEIS2 SLC38A2 CDC73 ACP2 RNFT2 ADGRB3 SYNCRIP AKIRIN2 ACVR1B SMPD2 NPL TTLL4 DNAJB2 EPC2 TBC1D4 RCBTB2 KAT7 SKIL IL1RN TOR1A ZFP37 USP20 HEMGN TFAP2A TMEM14B VARS2 NUMA1 CCDC90B YAP1 TRIM29 SQOR CTDSPL2 THUMPD2 RAB1A ACTR1A EXOC6 ASNSD1 FASTKD1 NUP54 G3BP2 PAPSS1 TPH2 TMTC3 SDSL TARBP2 ARMH4 SLC38A6 WARS1 UBE2Q2 HMG20A IGF1R PCSK6 CELF6 FTO RANBP10 NPEPPS CLTC SLC39A3 TPGS1 SH3GL1 DUS3L SAE1 ERVK3-1 NOSIP ZNF614 RERE PEX14 MYOM3 SERBP1 KIF2C STRIP1 CD53 TMCO1 MRPL24 ADAMTSL4 DUSP10 TP53BP2 SNAPIN EFNA3 TTC13 SDE2 PPFIA4 WDPCP ASXL2 UBXN4 UBR3 ANKMY1 COPS7B MARCHF4 ARL6IP5 TCTA NICN1 ROPN1L FBXL17 RNF145 BOD1 GFOD1 FAM193B AIG1 TMEM181 ZMYM4 DOK2 RGS20 LACTB2 FAM83A HAUS6 PROSER2 USP6NL COMMD3 GLUD1 PPRC1 HIKESHI SLX4IP TBX6 GPR158 RAD9B AMN1 DST TIAL1 RABGAP1L FAM168B PDE3B SH2D6 ATG10 ZNF776 GGPS1 MR1 CDYL CAST AHCTF1 RPIA IMPACT PRKCA BUB3 ELOC CCDC174 VOPP1 OTUD6B HSPA13 SLC16A1 LARP1 NUP205 CLIC2 MIDEAS BATF DCK ART3 CCT8 TSPAN7 ZDHHC5 PRR14 MALSU1 LHFPL4 PDE6D NTAN1 HTR5A ST3GAL2 FCSK GAREM2 PANK4 PAFAH2 EYA3 H4C8 KCNB1 AHCYL2 PAGE5 GPAT4 USF1 DEDD TOMM40L SYNJ1 CSRP1 RCAN1 PADI4 GPBP1L1 TMEM69 ZFYVE28 CARMIL2 ZNF230 ZNF221 DFFA TRAPPC10 RALGDS DIP2A MPZL3 CRTC2 CCDC12 NAPEPLD TUBA3FP AP2M1 ABCF3 PRPSAP1 LEMD2 CLPB TAL1 KLHL21 RBBP4 TSSK3 IL23R C1orf74 SMARCAD1 LYSMD1 SCNM1 VPS72 RNF149 S100A11 ARHGAP25 ANTXR2 NFASC SERPINI1 IFI16 SLMAP RCHY1 RYK KIAA1143 KIF15 FYCO1 YEATS2 DNALI1 SFMBT1 S100P ERMAP CAMP SAP30 OTUD4 TENT2 CITED2 SFXN1 PI16 CTSB GPR146 NOS3 CDK5 SLC4A2 ANKS6 GAPVD1 MELK HECTD2 PGM2L1 AKR1E2 KBTBD6 VDAC2 ENOX2 BTNL9 METTL3 ZFYVE1 AMOTL1 SVOP GPT2 IKBIP ZFYVE19 BTRC SENP8 C2 APBB1 NUDT13 IFTAP PKD1L2 RIMKLB TK2 SEC11C CENPV ATF7IP2 BMERB1 EPB42 SMAD3 AKTIP PHB DOLPP1 MYO5B FN3K PRRT2 MIDN GATAD2A TMEM145 YIF1B ZNF444 WDR81 HSD11B1L KLK2 SETD5 GNG4 ATG4B ADAM9 MAT2A DHRSX SLC25A6 XPO6 KCNAB1 CRADD PTK2 TM2D2 FASN DUS1L ZNF32 OTUD7A GUSB UBE2E3 CHRNB1 SETMAR GPRC5C PA2G4 USP32 MTSS1 CHD7 ESCO2 CLSTN1 S100Z TCEA2 WDR87 SCG2 ORMDL3 C2CD2L GTPBP2 BANP CHCHD1 CFL1 TMCC1 OXSR1 AHSA2P ARV1 THAP2 PEAK1 UQCRH STAT5B UBXN2A DDX23 SNHG11 B4GAT1 MICOS13 PACS1 SH3BP5L UCP2 PAAF1 RAB6A TMEM70 PLEKHF2 OR4K17 ZBTB8OS B3GNT5 LMNB2 MIR7-3HG THAP4 CCDC71 PGBD5 SOX12 RPS27 IMPDH2 STAP2 LCORL SH2B1 TMEM11 ZNF223 C10orf53 MPI OPLAH MRFAP1 FARSA PXT1 PACS2 MAF1 PIPOX PCBP1-AS1 C12orf40 PCGF5 SCRIB YIPF6 IBA57 PRKAG1 CYB5D1 UBE2E2 AP1S2 ZSCAN22 ANXA2 NAA38 AP2A2 GPR19 UTP11 TRMT12 MACC1 ACTG1 PGP TSSC4 PLA2G6 OSBP2 SUMO3 DGAT1 EFCAB10 PRMT3 PPIL6 CCDC137 ZSWIM9 EVI2B TRIM69 KLHDC8B BICD2 ZNF529 RXRA NF2 PRR5 C17orf58 CXCR3 MITF PTMA IFT140 SAMD11 PP7080 SBK1 DUSP28 SUMO2 PTAR1 UROS KCTD21 RELN CRYM-AS1 C15orf61 SRGAP3 POM121 ZNF140 EVL NOXO1 TSC22D2 ZNF605 MAN2A2 MAML3 ZNF585A ZGPAT SULT1A2 OGDHL STMN3 IRF1-AS1 DMBX1 ZNF615 SPTAN1 LHFPL5 ZNF81 ZNF181 PLCG2 CCDC151 ZNF84 ZNF649 MIER1 HSD17B11 QRICH1 CEP290 C1orf174 DMD MFAP3L RNU1-108P VTRNA1-1 RN7SKP237 VTRNA1-3 IBA57-DT SNHG5 ZDHHC18 PFDN6 EHMT2 SNHG32 CSNK2B GPANK1 AKT1S1 SLC35B4 PRR13 CFAP99 SELENOH SLC48A1 SYT3 SFT2D2 KRTAP2-4 PPIAP16 ADAT3 GTF2H4 UCA1 EML6 IFRD2 MTCP1 PEX26 XKR9 HBD TSSC2 TMCO1-AS1 SMIM13 POT1-AS1 SLC9A3-AS1 NRSN2-AS1 LINC02476 SBDSP1 TRAM2-AS1 C3orf86 CHCHD2P1 ISCA2P1 WDR46 EPS15-AS1 RABGAP1L-DT SCAMP4 SNAP25-AS1 C2orf92 XIST ZNF688 LINC01433 ZNF341-AS1 ZNF674-AS1 MAP4K3-DT WARS2-AS1 LINC-PINT AKAIN1 LINC02777 UBE2E2-AS1 STXBP5-AS1 LINC01683 ZNF529-AS1 GAS6-AS1 AC005083.1 ZNF37BP NUCB1-AS1 AC087294.1 VLDLR-AS1 INTS6-AS1 AL391832.2 RBM14 WBP1 TCAM1P PISD CCDC137P RN7SL519P N4BP2L2 LIFR-AS1 AC090515.2 ZNF84-DT DIAPH1-AS1 AC096746.1 MEF2C-AS1 LUCAT1 LINC00504 CCDC153 FLJ46284 ZNF436-AS1 SRD5A3-AS1 BFSP2-AS1 SEPHS2P1 ZNF674 ZNF345 NIFKP7 RNU4-18P LINC01300 OTUD6B-AS1 TNFRSF10A-AS1 ALG1L13P LYN LINC02683 COX6CP5 AL157756.1 AP001107.9 ZNF432 HMBS ZNF225 ZNF350 LINC02354 PSMA3-AS1 CNPY2 AC025031.2 ARHGAP5-AS1 DUX4L27 LINC01169 AC025043.1 IQCH-AS1 PCSK6-AS1 KDM7A-DT LINC01898 LINC02252 SCRT1 GTF2I MIR4729 MIR548AL MIR3124 MIR5696 MIR378F MIR4435-1 AC024267.4 MIR4435-2 AP002478.1 MIR4766 LINC00663 AC006213.1 AC005775.1 AC079466.1 ILF3-DT RPL23AP77 ZNF56 RUNDC3A-AS1 AC006262.1 IGFL2-AS1 CALR3 SIGLEC27P RPARP-AS1 COMMD3-BMI1 AC010359.2 RPS10-NUDT3 TMCC1-AS1 KMT2B FAM193B-DT AFAP1-AS1 SAP30-DT NPEPPSP1 RNU12 SRCIN1 AL354696.2 CCDC163 ADORA3 MAD1L1 GTF2IRD1 MPND ZNF207 RAB27B ARID4B ATP2B4 BCAT1 LLGL2 EED TACR2 CTTNBP2 NKAIN1 PPP1R15A ASAP3 SLC26A4 DDX17 IL2RB DESI1 RPRD1B TSC22D1 CORO1A CLUAP1 GDAP1 LEPROTL1 TBC1D17 MAG USF2 CHCHD2 NAGLU MPP2 WSB1 VTN CPE CLCN3 EHD1 C11orf21 SOX6 KCTD10 IL23A RSRC2 GPN3 LAMA4 HGD CISH ACTR3 TANC1 IL1R1 THADA RO60 POLR1G KPTN TRIM67 NRDE2 NUP43 NPPB MKKS LRRN4 PROZ TRMT5 PTCD3 TOE1 TMBIM1 VILL FAM13A FAM222A UNC45A CPNE2 RMC1 SLC14A1 FBXO15 TUFT1 NR1I2 GLRA1 CPLX2 TTBK1 GLB1L2 GRM1 ATP5PF MMS19 TRMT44 C1orf158 CACNA1D GDPD5 ADIPOR1 UBQLN4 DHRS3 MATN1 EOGT AIM2 ALB ATXN7 PLSCR2 RHOBTB3 STXBP5 GPER1 SHOC1 IFI27 BORCS7 RNF187 IRF2BP2 TXNDC2 UPF3A GCSAML FOXA3 ZNF415 ZNF217 MUS81 DCTN2 UBE2O WDR25 SEC24C B3GNT8 SAMD9L ASB8 HTR1A SHARPIN DNHD1 RPS12P23 LINC02363 POLR2A LSM10 PTP4A3 APOO TMPRSS12 BTN3A2 ZFP91 AKR1C1 FNBP1 ANKDD1B STK40 MRTFA STRN3 ARHGEF12 MAK16 TAFA2 RNU4-73P RNY3P11 SNORD48 RNU6-169P RN7SKP249 LINC01602 MIR7-3 CPLX3 CLIC1 LINC01521 MANEALP1 C19orf38 KRTAP10-4 RPL7P25 SNORD3J MIR1183 RNA5SP60 RN7SKP192 TH2LCRR RPS21P8 RPS4XP16 RFPL1S MIAT TLK1P1 BX284668.2 ZRANB2-AS2 LINC01816 HMGN2P34 KRT18P67 LINC00656 UBE2V1P4 LINC01287 ANKRD65 LINC01732 LINC01358 ARPC1A RN7SL824P RPS3P7 STMP1 PTPRVP RPLP0P2 NEAT1 NSMCE1-DT LINC01962 LINC01586 RNU6-218P AC015468.1 AC083973.1 ZFP91-CNTF ZBED6 KRT73-AS1 SCAT2 LINC02412 NORAD CCDC92B AC022211.2 NDUFV2-AS1 RN7SL371P CARD8-AS1 FBXO17 LINC02772 BANCR ZNF667_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF667_TARGET_GENES DHX33 IBTK NME1-NME2 MKS1 MBTPS2 POLR3B DNASE1L1 ZDHHC6 LSG1 NOP16 RRM2B MRPS34 SLC24A1 TIPIN ZNF302 GOLGA3 CDK5RAP1 TAZ AP3B2 BRF2 MYH14 TTC26 PSMD3 DRG2 SMARCD2 C17orf75 TBC1D19 KCTD10 CCNC MED23 RAD1 BRIX1 NDUFS7 CACYBP SMG7 MTR RBBP5 C10orf88 WDR11 SERP1 ZNF205 WDR24 THAP10 ZNF227 UTP3 DSTYK COX16 WDR36 MRPL44 DSCC1 VARS2 NDUFAF1 LRRC49 INTS14 WARS1 MAN2C1 PSMB6 ITGB3BP NUF2 RGS5 TARS2 GABPB2 TP53BP2 RPL37 GIN1 PPIP5K2 PHIP FRA10AC1 TUT1 C11orf52 CNBD2 GPHA2 UBE3B VTI1A ENPP3 AP3S2 EYA3 CCAR2 CCDC24 GPBP1L1 TMEM69 TAOK1 PCYT1A DMKN TMEM79 NSA2 GFM2 BMS1 ENDOG SMG8 MAP2K1 METTL15 FAM98B TEFM ZNF131 ZWILCH RPL4 AURKAIP1 DMAP1 PSTK ZNF609 SF3A3 ADAP2 INTS5 IPO4 CDC42SE1 EME2 ZNF461 TMA16 MTCO3P12 MTOR PRC1 SMG5 VTRNA1-2 EFCAB7 MIR525 GTF2H4 NUDT19 AC141586.1 TMEM242 ZNF579 NBPF1 JPX WDR11-AS1 SMG7-AS1 NME1 DRAIC UBR5-AS1 MRPS31P4 DHX33-DT ZNF213-AS1 LIN37 AL390955.2 PHYH C19orf12 PPM1K TMEM130 SCAND1 BPGM STUM EWSAT1 AL669831.3 SNORA71B MTND5P11 AC027237.2 AC008736.1 RNVU1-27 SYNRG SNAPC4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SNAPC4_TARGET_GENES FUZ ERCC1 NUCB2 CLASP1 AGBL5 DNAJA1 FUS CCDC80 POLRMT POLDIP3 EP300 SMG9 EHD1 ADGB GPAM POLM PARP2 TTI2 ACTR10 WDR74 PARN MLIP SAV1 CCDC107 ZNF75A ACP6 LMOD1 CTSB VPS39 GSTA4 MED16 SLCO3A1 CD163 ERICH3 MAF1 C5orf24 TMEM259 UTP11 PDZD7 NWD1 BLOC1S2 ADAM5 MTCO3P12 RNU5E-1 RNU5F-1 RNU5A-1 RNVU1-22 RNU5B-1 RNU5D-1 SNORD118 RNU4-1 RNU5A-8P RNY1 RNVU1-3 RNVU1-6 RNU5E-4P RNU6-8 RNY3 RNVU1-21 RNU5E-6P RNU4-2 RNU6-1 RNU1-1 RNVU1-30 RNU1-2 RNU6-2 RNVU1-14 RNU6-9 MT-TP TSN RNU6ATAC RNU2-2P RNU2-63P RNA5SP280 NPAS2-AS1 LINC01719 RNVU1-2 SNORD13 RFKP2 DBNDD2 LINC01596 LNX1-AS1 RNY4 RNU4ATAC MIR4477B ZNF587B RMRP RNVU1-31 RNVU1-27 RNVU1-25 RNU11 RNVU1-26 PRAG1 RNU12 LINC00869 RPPH1 RNVU1-28 RNVU1-2A GHET1 RN7SK MIR5087 BCL3 CRLS1 KIF16B UNC13D KHNYN CSTF2 AHR SLC25A12 TGFB3 SH3TC1 TACC2 CBLN3 FASTK PHC3 CTBP2 GRIN1 WDR97 SBK1 MT-CO2 SREBF2 MIR342 GPRIN2 KRTAP5-6 MT-TA MT-TN MT-TC MT-TY MT-TD LINC01015 WBP2P1 AL669831.3 PDE4DIPP6 AGBL5-AS1 DUX4L50 MBL1P PVT1 CCL14 ZNF362_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF362_TARGET_GENES DBNDD1 RBM5 ZMYND10 MCUB CREBBP E2F2 RPS20 FUZ PPP5C ERCC1 MDH1 NUDCD3 AKAP11 PLEKHO1 AGPAT4 FAM13B ZZZ3 MTREX PNKP AP2S1 JADE2 ZIC2 NOP58 GDI2 UNKL CDK17 CS ELMO2 BICRA SPA17 SLC12A2 KDM4A MSANTD3 DHX29 OTUD5 TBC1D25 MAPK6 ING3 TCF3 ADGRL1 NDE1 MAP3K13 CLASP1 TEAD2 SEMA3A ZNF638 DLG1 RBMS2 UBE2T USP33 POLD3 JADE1 MLLT10 VDAC3 UBE2D4 XRCC5 SAR1A ZNF506 JMJD4 ME2 STARD7 APLP2 EFR3B MYNN SULT2B1 SLC8B1 KDM2B RPLP0 BLVRB SLC9A1 STRN4 TFAP4 TNRC6A TINF2 SEMA6A SNAP23 CDC23 HOOK2 CREM BRPF3 EFHC1 ZNF184 WASHC2A MZF1 OCEL1 MARCHF2 POLRMT PIK3IP1 CYP2D6 TXN2 SGSM3 ST13 PMM1 CDKN3 TIMM9 AHSA1 UQCC1 MYBL2 TRIB3 CELF4 ST8SIA5 STAG2 RENBP KATNAL1 LYRM1 NFAT5 TMC5 ZNF106 ERI1 DCTN6 GYS1 MAP4K1 HNRNPL PIH1D1 PPP1R13L DKKL1 TIMM44 URI1 AKT2 EBI3 DENND3 BABAM1 TYK2 PLA2G4C PPP2R1A CAV2 BRAT1 SSBP1 TMEM248 YKT6 MTPAP SYNGR2 MPP2 NSD2 SIAE ARPC3 CUX2 CREBL2 NAA25 CAND1 GPLD1 IMPG1 BRD8 THG1L DROSHA SUB1 RAD1 MACROH2A1 DPYSL3 CSNK1A1 BCL6 GNAI2 SSR3 ACTR1B NRBP1 MOGS EFHD1 EHBP1 PNO1 PCYOX1 SRSF11 CTH AKT3 NSL1 KIF14 CREB1 CCN2 MED28 VAMP8 CCNI CYP20A1 TTLL5 RHOQ BCL11A SLC17A5 HOXB3 MSX2 ELF1 ALG5 EXOSC8 SPOP NCAPH ACVR2A ODF2L ZMIZ2 CALD1 WWP1 TRIR ATF1 STIL MORF4L2 PFKFB2 DDX27 PAIP2B IRGC GLO1 EMC3 DMAC2L BARHL1 ATG4C VASP TMEM74B GDF5 PSMB2 HSPA2 BCL11B METTL16 PRKRIP1 KLHDC10 HOXD11 KLK8 PARP2 TTI2 SAT1 CNN1 SAFB2 NDUFA10 COL5A1 NPAS1 MAP3K10 MED18 CLIP1 DNMT1 C12orf65 RBM39 TBC1D5 PPFIA1 IL13RA1 COQ3 SRRM1 SARAF ERG28 MED6 VHL LPIN1 TMED7 ADAM19 MTO1 LCA5 TFCP2 AFG1L PCNX2 REV1 TGFBRAP1 DRAM1 IGF2BP3 IL6 CCM2 HS6ST1 ABI1 TOR1B HINT2 KLC4 GMPR C6orf52 SYTL2 ZNF280D BCAR3 IFI44L ABCG5 DBR1 ATIC NAB1 GSTCD ALG10 HNRNPA1L2 TCF12 IMPA2 OSBPL1A CACNA1A SLC2A5 PRDM16 BARHL2 ATP1B1 UCK2 MCL1 ANP32E C1orf43 CDC42BPA PDIA6 HNRNPLL CALM2 WDPCP SCN1A CTDSPL OSBPL11 NICN1 DCAF1 CISD2 ANKRD31 ATG12 TENM2 FARS2 TIAM2 ARMT1 CREB5 HDAC8 NDUFB11 STAR POLR3A MKI67 CCT5 ATPSCKMT PLBD2 DIP2C CSNK1G3 SRFBP1 DST UTRN CAST PTPRR NR4A2 SCN3A ABI3BP FAM167A TRIM11 ELOC RABGEF1 RMND1 MIDEAS RWDD2B MAP3K7CL NPTN ZNF689 MYO1E WDR19 TOMM40L CDC42SE2 MIS18A GART RCAN1 IGF2BP1 PSMB4 ZYX SSU72 TFF3 ADAR CRTC2 ALKBH4 SQSTM1 LRWD1 AP2M1 ITGA5 RACGAP1 PLPP3 NTNG1 FAM102B AKNAD1 FLVCR1 BPNT1 ACP6 WDR26 CCDC138 EN1 ANKRD23 TNFAIP8L2 SCNM1 RNF149 CLASP2 ICA1L SNHG16 PF4 WDR43 TPRA1 RPL39L SPRY1 C4orf3 ASB5 TMEM161B SLC25A46 RHOBTB3 ERAP1 TENT2 GPR85 SLU7 ZNF367 TRMT10B AGBL2 CPSF2 CACNB2 FBN1 BTRC ANAPC16 USP54 IDH3A ZMAT1 NDST2 GLYATL1 STAT6 PATL1 ISLR2 VKORC1 NFKBID EEF2 RAB26 SF1 RBPJ DNAJC7 STIP1 SLC20A2 SLC33A1 SIN3A ZEB2 PCBP1 RGPD8 NLGN1 GUSB FAXDC2 RPS9 MSANTD4 S1PR1 MFN1 CANT1 KRT19 RHNO1 ZNF131 CORO1B ZNF596 HPSE2 DELEC1 SYT12 ZNF417 C16orf91 STAG3L3 SLC29A2 SRP72 ATG13 BANF1 EIF1AD JAKMIP2 CHMP6 RPP38-DT CRLF3 SGF29 PHLDB3 PRR15 TGIF1 ATOX1 DALRD3 ZNF114 AMBN MAF APOLD1 PFAS CTC1 RCC2 CALR PCBP1-AS1 HARBI1 ARHGAP45 MIGA1 SKIDA1 YOD1 SLC36A4 FKRP RAD51B SYNM TRAPPC6B HOXB4 RBM10 NKX2-5 DAZAP2 LINC00518 VPS33B IRAK1 TACSTD2 ODF4 USP18 MAFF SV2B ANKFY1 FAM186A ZBTB6 SAPCD2 ZNF197 CEACAM19 ZNF397 TRABD2A SIRT7 TLR5 TCL6 SPRY4 DCUN1D3 BLOC1S5 CLN3 FZD9 VHLL SF3B3 JPT1 BNIP5 SUPT5H XPNPEP3 C20orf96 TCF4 RABL6 LINC00173 ERI2 GM2A ARID5A GMFB H4C3 NMB ZNF334 SPRED2 ZNF28 ZNF536 COLGALT2 ZNF521 VTRNA1-1 RNU6-879P TATDN3 FANK1 CXorf66 RUFY2 FKBPL HLA-F LINC01556 TRIM27 NT5M RGL3 CRYZL1 GMNC EGFEM1P ANKRD28 MIR615 MIR548AA2 TRAV39 RNU6-930P ANKRD39 DNASE1 REPIN1 FBXO16 LYRM4 LINC00680 MIR99AHG LINC00598 TSTD1 H2AC10P RNU2-39P RNA5SP21 RPL23AP53 PLA2G12AP1 UPK1A-AS1 SLC9A3P3 SLC9A7P1 GUSBP11 LNC-LBCS C2orf92 HDAC2-AS2 PSMD10P1 WEE2-AS1 AL109910.1 MORF4L2-AS1 SPRY4-AS1 FANK1-AS1 SHROOM3-AS1 FAM133B CCT6P3 NOP56P1 FAM21EP MYCBP2-AS1 ZBTB22 NIFK-AS1 NDUFA6-DT XIAP-AS1 LINC00649 ZEB2-AS1 CASC4P1 SNORD13 RNF103 RN7SL535P HOXA11-AS RN7SL183P RPL32P26 BMS1P4 PSG11 APOBEC3D TPTEP2 MEF2C-AS2 LINC01184 AP000802.1 NRAV FLJ46284 TRIM36-IT1 ATP6V1E2 GLUD1P3 TMED7-TICAM2 LINC02384 RNU6-1337P AP001372.2 DDX18P5 AP001636.3 PXN-AS1 KDM2B-DT C17orf100 AC068888.1 LINC02413 LSM3P2 BLOC1S5-TXNDC5 AC084757.3 ERVK13-1 SPINT1-AS1 MAFTRR OR1F1 GTF2I SUZ12P1 MIR5588 MIR5696 MIR4768 MIR4748 RN7SL619P MIR4634 PCAT19 LINC01842 SNHG30 AC015936.1 ZNF114-AS1 AL512631.2 AC010240.3 LHX1 MIR6798 H3C8 SYNRG LHX1-DT MYO19 H2BC10 PAGR1 C2-AS1 ZNF618_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF618_TARGET_GENES CREBBP MYCBP2 RALA TBXA2R MARK4 PAFAH1B1 PIGQ SEC62 IDS FYN MAP4K5 EHD3 NUB1 RNF14 MDH1 NUDCD3 ISL1 AGPS AQR ZDHHC6 GCLM DEPDC1 VIM B4GALT7 VEZT PIAS1 ASTE1 NSMAF SPDL1 CTNS PARP3 OFD1 CELF2 JKAMP HHAT SPO11 DCBLD2 USP13 PPP1R12A SFSWAP MON2 INTS13 ST3GAL6 SNX24 ABCA7 SNCAIP BTBD1 CTNNA2 POLR1H EML1 MYO9A TRAM1 EVI5 DNTTIP2 CBFB MEF2A ACSL4 TTC7A BCL3 NUCB2 SLC44A1 TMEM260 MNT MGAT4A MBD3 PDCD2 SLC6A15 ACTN1 AP1M1 PDE8A MGLL SLC24A1 HACD3 SRI CACNG5 PLD1 EXOSC7 MKRN2 REXO2 TM9SF3 USP33 POLD3 MAP2 MCCC1 HOXA9 KEAP1 CLDND1 HSP90AA1 AP4E1 EXD2 STK17B CDC14B BZW1 GSK3B TRPM3 PALB2 KAT6A ITGAE PIBF1 YTHDC1 ZMPSTE24 AK6 PREP ATRN NSFL1C MAPKAPK5 TMEM230 KIF16B CHGB FUS DNAJB11 GOLGA3 TMEM14A MED15 DERL3 MAPK1 SLC35E4 TOP3B MFNG DDX17 XBP1 JOSD1 RBFOX2 EIF3D SGSM3 COCH POLE2 DDHD1 DHRS7 ZC3H14 CINP PABPC1L C20orf27 FERMT1 CCM2L NOL4 AMMECR1 XIAP STAG2 RBBP7 FMR1 SCML2 PGK1 HTATSF1 SYTL4 ZDHHC15 NDFIP2 STK24 MRPS31 KATNAL1 LONP2 GGA2 CDIPT TMC5 RAB11A BLOC1S6 SGK3 NBN CLPTM1 USF2 LSR KXD1 ATP13A1 SMG9 DUS4L MPP6 LMBR1 VIPR2 CPVL CHN2 PLEKHA8 MOSPD3 EZH2 RHEB TLE4 PIP5K1B RAPGEF1 EXOSC3 TRDMT1 NSMCE4A MINPP1 CPEB3 SUFU SORCS1 DHX40 CPD SMARCD2 DDX5 NAGLU SLC16A6 CHIC2 UBE2D3 CPE AADAT PDHX CHKA POU2AF1 PRDM4 CAPRIN2 PRR4 HCFC2 MCM9 TPD52L1 OPRM1 SOD2 PHACTR1 CD83 MED23 ALDH5A1 CRYBG1 ARFGEF3 PHACTR2 PRPF4B MRPS30 HMGCR CNOT6 ARRDC3 SUB1 PDE4D RAD1 BRIX1 TCERG1 DPYSL3 SMAD5 HMGXB3 BNIP1 CLDN16 ARMC8 USP4 ECT2 TFG CBLB BBX GNB4 NEK11 RRP9 NRBP1 ASB3 NDUFS7 CCDC88A KDM3A CNPPD1 GORASP2 RMDN2 DARS1 SRSF7 SOS1 C2orf42 PCYOX1 NFE2L2 DNAJC16 CACYBP WDR77 ATP5PB DNAJC6 LEPR SMG7 RO60 UCHL5 SRSF11 CTH CRYZ PHTF1 MTR PADI2 CTBS RBBP5 CCDC181 FAAH ABCD3 DPH5 PRDX6 SLC35A3 RCOR3 NENF NSL1 PPP1R8 TXNDC12 SPCS2 SPACA1 ANKRD13C SGIP1 AKAP7 GTF3C3 UBE2B PTBP3 COQ6 SUPT7L YIPF4 GPAM PANK3 MTHFD1L PLXDC2 ZFP30 ZNF706 AKAP1 MND1 ABCC11 DESI2 MTERF4 OCRL ANXA11 ODF2L TRMT13 ZNF644 RPAP2 BBS9 SLC25A51 PHF24 RASSF8 NECAB1 MORF4L2 BAZ2B KCNJ2 PFKFB2 ACSL3 MOGAT1 STX16 SLC17A3 ZNF391 COL21A1 EEF1E1 GOT2 UPF3B PSD4 CLPP ATG4C TNFSF14 SYMPK PANK2 PSMF1 PDCD2L UBA2 L3HYPDH SLC10A3 TIMM8A ZC4H2 PTPRB SYNGR3 SRD5A3 PAICS PPAT BAIAP2L2 FOXP2 MYO1B ANAPC13 FGF13 MTRES1 RSPH3 SSBP4 MED18 ANGPTL6 PPIL4 SYNE1 KIF3A CHSY1 DNAJB1 ZSWIM4 RTBDN EEFSEC TBC1D14 EIF5A PCBD2 DCAF8 CASP9 BEX1 SLC39A11 MORC2 MKRN1 ZNF767P ACTR3B SWAP70 SBF2 NUMB VHL KATNBL1 EMC7 SYT6 LAMTOR5 IL6ST NAV1 CDC73 RTL8C PHC2 AGO4 BTF3L4 DSC2 ELP2 TPGS2 CLOCK RFK UBQLN1 AGTPBP1 USP30 PHF21A PRPH KCNMB4 STX6 DHX9 NPL MRPL44 MFSD9 ARHGEF4 VPS36 RSAD1 TACO1 UGGT1 TOR1B TRMO RNF38 GMPR TFAP2A TPMT BUD13 LRRC49 ZNF280D RABGGTB METTL5 SSB PARP9 INTS14 HERC6 HNRNPD TRPC3 NUP54 PPA2 CASP6 CPNE8 TMEM19 SMARCC2 TMBIM6 VPS33A RHOF RBM26 SYT16 WDR20 ETFA TPM1 LINS1 FANCI ST8SIA2 MCTP2 RUSF1 NLRC5 RHOT2 ARSG CLTC TAF4B SLC39A6 GALNT1 NT5C3B TMEM50B GEMIN7 WTIP ERVK3-1 MTF2 MPC2 NUF2 RGS5 ABL2 HMCN1 LYPLAL1 ADAMTSL4 MCL1 MRPL9 POGZ OAZ3 SYT14 KCNH1 EIF2D TP53BP2 ATP8B2 GALNT2 SRP9 GUK1 CDC42BPA MBOAT2 PSEN2 PYCR2 WDPCP ZNF514 AFF3 UBXN4 PKP4 SLC4A10 RHBDD1 COPS7B RETREG2 DYNC1LI1 GASK1A CAND2 IL17RD ADPRH SRPRB AGTR1 RPL37 ANKRD31 PAM MEGF10 TBC1D7 TRIM7 PHIP RSPO3 WTAP ZMYM4 EPHA1 NOM1 SPIN2A OGT ARHGAP36 UHRF2 ZCCHC7 FBXO10 NTRK2 NPFFR1 FUOM LRRC27 GSTO1 GAS2 APIP CPSF7 KIRREL3 CNBD2 ALDOA EEF1AKMT1 KIAA1328 DIXDC1 DLAT ANK3 NDUFC2 ACAD8 THYN1 VTI1A BICD1 CCDC175 PARP8 PTPN14 GEMIN6 UHMK1 SUV39H2 CAMK4 MBNL1 SAR1B MARVELD2 RAD17 CETN3 BMP6 LINC00467 INO80C CHD1 CABYR ANKRD29 PRKCA ENPP3 MIA3 BUB3 L3MBTL4 MRPL39 ANKRD40 SLC16A1 ZKSCAN2 CARNMT1 FAM161B DPY19L4 MAP3K7CL PPP2R2B FBXO43 MFSD14A SASS6 ADGRG4 PDE6D EIF4A2 ATP2B2 HTR5A CCNB2 PALM2AKAP2 BRAF PAFAH2 BABAM2 GPRASP2 MITD1 CACHD1 LAD1 ATP5MC1 RCAN1 UBE2Z HLCS M1AP ALDH4A1 RGS12 GNE SSU72 ZNF362 KALRN ABCG1 WDR4 NDUFV3 DIP2A S100A1 LMNA MAML1 PLCD3 FMNL3 LARP4 ALOX15 EIF4A1 RPL26 POLR3K ACOT11 USP24 LZIC NFIA MYSM1 TYW3 SNX7 HFM1 BRINP3 FLVCR1 B3GALNT2 KIAA1841 TYW5 MAIP1 COQ8A SPATA18 VPS72 CGGBP1 EOGT ATP1A1 TMEM183A TMEM169 NFASC SGO2 CLASP2 PPM1L CTLA4 NEPRO C4orf36 PPM1K TIPARP CCNL1 DCLK3 TTC14 SLC4A1AP FYCO1 NMNAT3 TMEM41A TASOR MELTF HAND2 ITGA2 STARD4 WDR41 RHOBTB3 CARTPT SLC35A1 SFXN1 GALNT10 COG5 RP9 CDCA7L PEX2 GBX1 YWHAZ PDP1 KDM1B GAPVD1 VCP MARCHF8 CFL2 RPL36AL NEMF BORCS5 STK32C TAF1D FBN1 LARP6 SENP8 ALKBH3 XRRA1 DENND2B IQCD BEX3 LDHC DCTN5 PIP4K2C CCDC178 PDIA3 B4GALNT2 FBXO22 GATAD2A CYP2S1 SRR MRPL58 KCTD5 SDHAF2 SF1 FOXI1 BMI1 MPLKIP FILIP1L CHRM1 SLC20A2 GSTM4 STX18 GFM1 SFTPB USP39 C2orf68 CPLX1 MECP2 HSPBAP1 NR0B1 STK32A SNUPN DTWD2 TMEM266 ZNF35 RNF150 PDCD6IP STX8 SETMAR METTL7B PA2G4 ARL6IP1 SYT9 RBMXL2 GSTA4 NUDT6 PDGFD JAGN1 NAIF1 RBKS FAM241B CHD7 MCC NMUR1 LRRC34 RPS21 TVP23B ZNF57 JMJD1C LRRC15 ID4 DPAGT1 MCRIP2 ZNF24 RAB40A ACOT12 ZFAND4 SP3 DMXL1 ZNF621 ANKRD13D FAM222B CKS1B ABLIM3 GOLGB1 NDNF MOB1B NMNAT1 SUSD5 HEG1 TOPAZ1 NET1 SLCO4C1 CYB561D1 ZHX3 SNHG11 CNTNAP2 PABPC5 FBXW8 KLC2 GK5 CKAP5 RFESD LIPT2 UCP2 RUVBL1 HOXD8 PLEKHF2 TMEM39A CCDC57 SMIM19 RTTN SLC35G1 ACSF3 ZDHHC13 ACER2 ZBTB34 MAN1B1 ZBTB38 MAGEF1 PGBD5 GBA DNAJC28 RPS2P2 AL162595.1 CHID1 ZNF518A GRB2 UBE2N ARL6IP6 DMAP1 PRSS42P GRAMD1C PPP1R42 ZNF518B LCORL POGLUT3 ZNF354B NT5DC1 ERN1 C10orf53 PARP10 GRINA COX5A CYBC1 ERICH3 C14orf39 C3orf38 CLK3 TMEM31 PSTK LYNX1 MED14 ZNRF2 FGD6 MIGA1 NRIP1 PRF1 YOD1 TMEM64 SLC36A4 NME9 SETD2 ZNF329 MRPS11 UNC5C PGBD4 CAPN12 FAM104B SATB1 RGS6 C11orf54 CEP63 HMGN4 DDX41 CABCOCO1 SF3A3 PRR14L TBK1 TBL3 LIN9 TOB2 SCN5A ST6GALNAC3 PTP4A2 FAM120C CMSS1 OLIG1 ZDHHC23 SLIT3 WDR27 ZFP1 RALYL NDUFA12 ROBO2 NELFA EFCAB10 NPY2R RAD51D MRPL30 WASH3P MRPL40 BRWD1 DRG1 MORF4L1 IKZF1 AGBL4 NAP1L2 UBE2H MST1L ZSCAN30 SESTD1 FAM9C MAGI2 COX8C EXD3 KBTBD12 COMMD6 ZNF383 CENPP PLSCR1 SRSF10 NKAIN2 DPYD PTAR1 NOXA1 CALHM6 HUS1B NKAPL ZNF527 C15orf61 NEMP2 C8orf76 TDRD7 SPATS2L STK31 CD55 PRTN3 TRAPPC2 IPO4 PRPF40A GDAP2 ZFP62 H2BU1 ARHGEF12 ZNF100 LRRC8B IRF1-AS1 HHLA3 HOXA4 NOL8 GRK6 MAN1A2 QRICH1 HYLS1 FLVCR1-DT ATL1 CNGA1 LRBA RYR2 MTCO3P12 FAM169A FOXJ3 TSEN15 DCAF12L1 MAP3K3 SPOUT1 SGMS1 RNVU1-21 RNA5SP283 LINC01285 COX20 STUM TATDN3 C1orf53 SNHG5 RTL8A LCN8 ZNRD1ASP TBC1D8 RANBP17 DCTN1 ZNF783 C12orf73 LINC02716 SNX2 CATSPER2P1 LOH12CR2 TTC23L LNP1 MT-TF SELENOH TRBV9 DENND1B PPP1R14BP5 PPP1R2P10 C1QBPP2 BRI3P2 AC019080.1 ALG3 AMZ2P1 STARP1 VPS33B-DT STARD10 CAPN14 KRT18P32 RFKP1 MIR933 RAET1M GPR89P BOLA2P3 MESTP1 MIR1258 RNA5SP21 CCDC18-AS1 MED15P9 EFCAB6-AS1 THAP12P8 EPB41L4A-AS1 HAGLR LAMTOR5-AS1 LINC02776 BRI3P1 MIR137HG ZNRF2P2 LINC00331 JPX LINC01703 P3H2-AS1 FTCDNL1 SLC16A1-AS1 SSU72P1 DANCR C14orf132 AC079145.1 RBM26-AS1 TP73-AS3 DPY19L2P3 SNAP25-AS1 FLJ31104 LINC01655 THAP12P3 AL158835.1 LYPLAL1-DT COL6A4P2 LINC01201 MIR4500HG PTGES3P3 LINC01715 LYST-AS1 KSR1P1 PANK2-AS1 LINC00358 CCNYL5 STK24P1 DLEC1P1 HSPB1P2 LINC01972 BZW1-AS1 THBS3-AS1 MORF4L2-AS1 EMBP1 H2BP9 NDFIP2-AS1 TMEM114 SMG7-AS1 LNCARSR SSBL3P1 PFN1P1 LINC01683 AC108047.1 CAVIN2-AS1 ELK2BP MAGI2-AS3 MAPKAPK5-AS1 WDR82P1 MED14OS ELL2P3 FBXO30-DT MYCBP2-AS1 YAP1P2 SLC25A3P1 VLDLR-AS1 UST-AS2 SNX25P1 ELOA-AS1 CBR3-AS1 LAPTM4BP1 GYG1P2 LINC01968 CARD11-AS1 CBX1P3 LINC01351 PLLPP1 AC008040.1 LINC00879 AC078785.1 KRT18P43 L1TD1 PLCXD2 BMS1P4-AGAP5 BMS1P4 MBL1P LARP7P4 WWP1P1 AC091153.3 GMCL2 LIFR-AS1 LINC02709 AP000787.1 ZNF585B P4HA3-AS1 AC010198.1 LACTB2-AS1 LINC00535 RASSF8-AS1 STX18-AS1 LINC01197 OXCT1-AS1 HS3ST5 CDH18-AS1 STK32A-AS1 FAM242C LINC01596 USP17L23 GLUD1P3 MRPS30-DT ZNF345 AP002852.1 LINC02750 FAR1-IT1 AP001372.2 STX16-NPEPL1 NOX5 LINC02684 BRWD1-AS2 AC093510.1 ZBED6 LINC00485 AL356020.1 AL121603.2 CEP95 AL359317.2 NDUFC2-KCTD14 PRKXP1 THTPA ANP32BP3 MRPL46 AC010478.1 IQCH-AS1 AC084757.3 AL050341.2 NORAD SLC7A5P1 ADAMTS7P3 AC005670.1 AC007114.1 SRSF8 MIR4258 MIR4449 MIR4634 RNFT1-DT AC015936.1 FMR1-AS1 LINC00664 AP001462.1 AC063977.5 CCNYL6 NRBF2P5 TTC23L-AS1 LINC01023 HNRNPD-DT DCP1A CHASERR TMEM167B-DT TAF9 PCCA-DT ZKSCAN2-DT ZNF280B ZNF2 H2AC15 EIF3FP1 PIGW MYO19 AL358852.1 EIF1B-AS1 ARRDC3-AS1 LINC02746 FRG1FP RN7SK LINC01902 MIR5087 C1orf112 UPF1 ARHGAP44 CDKL3 PSMB1 CDKL5 MBTD1 ARID1B PITHD1 PTPRU WDR3 CYB5R4 PPP2R5A AP3M2 EPB41L2 DDHD2 EIF2AK1 RTRAF TMEM101 SPECC1L HIRA ASCC2 AP4S1 ADNP CDC25B CCDC22 FA2H CAPN15 RHOV GML POP4 TRIM14 DUSP16 FGFR1OP2 ACOT13 LAMA4 FAF2 TBCCD1 NPHP3 PFKFB4 EIF1B GLS PECR SLC5A7 EPAS1 OPRD1 KIF14 B4GALT6 UCHL3 WDR35 CRIPT PLS1 GLT8D2 TARDBP ACADS NDUFAF4 RAB9B BATF3 AHNAK DTD1 TMX4 AMOT THAP10 EPB41L4A LDLR HELZ2 ASS1 LRP3 NR1H2 ARHGEF11 CYP2J2 HRK PRRG4 LTV1 RC3H1 USP37 ZDHHC4 ZFHX2 SKIL FNBP1L DBR1 NAAA CCNG2 HADH VPS37B RPRD1A PELP1 SYPL2 ATP1B1 SDE2 CTDSPL ECE2 SPATA5 HAPLN1 N4BP3 ABT1 PM20D2 HTR2C DOCK11 CCDC25 DPYS SESN3 TAOK2 MAGI1 ANKRD50 BANK1 HNRNPU CCDC148 SLC25A28 RBM45 NDUFAF6 ODR4 UBN2 SLC37A3 XKR8 WASF2 SLC13A3 AUTS2 SPATA2 EPB41 AGPAT3 ADAR HK3 DBF4B SNRNP25 NIPAL1 CLDN1 NAXE TIGD6 SERINC5 SEPTIN8 HEY1 SUN1 DDX21 CYB5A RAG1 YWHAB MGAT2 H1-4 FAM107A MTNR1A ADAM9 ADAL ATP5ME KCNAB1 TM2D2 CNBP NRG4 YWHAG LRRN2 C1GALT1C1 XAGE3 TBCA C2CD2L PDE3A IGDCC3 GLMN ZNF654 SUGCT HSF5 FAM91A1 PIDD1 SMIM10L2A FAM133A GVQW3 ZBTB18 OAZ2 SKIDA1 EHMT1 H2AW ZBTB20 FAM181B GJC1 ASB7 PCDH9 SMIM10 ROR1 ADAMTSL5 PIGP NKAIN3 NAP1L3 TPCN1 TEAD1 CTSL3P C11orf95 CIBAR1 IFNA2 POTEA ZNF292 S100A13 SLC35F1 NHLRC2 FITM2 FAR1 ZNF790 MARCHF5 POTEH APCDD1L DCLRE1A GPRASP1 RNA5S17 CARNMT1-AS1 SLC35B4 LIN52 SNORD45C RNVU1-14 MT-RNR1 IGHA2 RNU6-587P SNORA26 SFT2D2 PGAM1P4 CDIPTOSP MCM3AP-AS1 TMEM167B CROCCP2 TUBB4BP7 PGAM1P10 LINC00466 KCTD5P1 STK24-AS1 RASAL2-AS1 ITGB2-AS1 KIF9-AS1 ARMCX3-AS1 ATXN1-AS1 AL669831.3 COL6A4P1 HMGB1P25 COX11P1 APCDD1L-DT ZBED9 SMIM26 SRD5A1P1 PHC2-AS1 KRTAP13-5P H2BC15 PABPC5-AS1 KCNH1-IT1 BOK-AS1 ITGA9-AS1 AL445989.1 DGCR5 SNORA13 NCK1-DT ST3GAL6-AS1 TEX35 ENO1P1 DACT3-AS1 PPM1K-DT UBE2D3-AS1 RGMB-AS1 AP001922.1 PCP4L1 LINC02062 TOMM40P3 AC010210.1 LINC01182 FAM86HP ANK3-DT SMIM10L1 ZNF271P SPECC1L-ADORA2A AC069224.1 TMEM178B LINC02564 DND1P1 MIR378D2HG MIR5191 MIR3613 AC018521.5 MIR3190 AC022098.1 KCNJ2-AS1 CYP4F23P FMC1-LUC7L2 CCDC121P1 SAP30-DT FRMD6-AS1 LINC02371 H3C6 NPHP3-ACAD11 SNORD50B FUT8-AS1 ANKRD20A21P SSTR3 FAM237B ZNF697_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF697_TARGET_GENES PMM1 PLA2G15 LIPA LPGAT1 CASD1 MTO1 GIT2 UTP4 CCDC40 CENPV LUZP1 SPATS2L RNU6-386P RNU1-141P PRPF38AP1 RPL36P2 KRT18P45 CEACAM21 RB1CC1 RFC1 QSER1 LTK CTNNA2 NFYC GLG1 TOP3B KAT8 MTFMT TULP2 TGFB1 PLA2G4C GALNTL5 TTC1 AKAP9 EXOSC2 SNAP25 CNDP2 CDK4 CCDC65 DDX46 TRIM55 ALDOA AP1S3 MED21 CXXC1 SLC6A1 YEATS2 ATP9B VPS39 SLC22A11 SLFN12 AURKB FES OR7A17 COL25A1 BORCS6 TRPV1 ZNF675 TRIM15 SDHAF1 COPS5P1 OR1X5P YAP1P1 RNU4-62P H3P44 MTND1P14 SDAD1P3 ASS1P5 RPL3P1 MTND3P4 MORF4L1P5 TPM4P1 LINC02576 GLRX5P2 LINC02634 PRAMEF29P LINC01641 SOX9-AS1 ZNF863P RPL32P27 PPATP1 ARPC1A ZEB2P1 RNU6ATAC36P RNU6-1003P LYN LINC01485 TRAV15 MIR4510 MIR3908 OR1X1P LINC00581 ZNF318_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF318_TARGET_GENES ST7 AP2B1 NADK CLCN6 RUFY3 SLC45A4 GCLM VIM MAT2B CP ADAMTS6 NEDD4L USP36 ZNF280C PARP12 YBX3 BCAT1 VMP1 CASP8 MSANTD3 PKM TBC1D25 MAPK6 CFAP20 RPL31 SCARB1 SMARCE1 PICALM EIF4G3 FOSL2 RAB7A MLH1 MCCC1 RUNX1T1 TNS1 DUSP13 RBL1 ARG2 MEF2C ZNF510 SMAP2 CTTN TTC39A MAST2 TRIP6 CASS4 DDX18 ANAPC5 ERP29 NECAP1 TFAP4 FLT3LG GOLGA3 SLC7A8 CREM WASHC2A GADD45B CYTH4 PACSIN2 PDGFB APOL1 MYH9 TIMM9 KIAA0586 ACIN1 ABHD12 TBL1X RENBP CENPT BCKDK DMXL2 CALB1 CLPTM1 TRMT1 GPI HNRNPUL1 NAPA PLEKHA4 GCDH OGDH CASC3 MTMR4 NAGLU DLX4 ABCC3 RPL34 CLCN3 EHD1 OSBP EIF4G2 KRT18 MAGOHB OAS3 SLC38A1 COPZ1 CHPT1 C12orf57 HDDC2 SRSF3 ZNF451 E2F3 ALDH5A1 PRSS16 CCNG1 NUP155 BCL6 HES1 GBE1 MPV17 STAT1 KDM3A IL1R1 NFE2L2 S100PBP ARHGEF2 CTH ZBTB17 AKR1A1 ATF6 MYB NR4A3 SUPT7L FAM53C SOCS2 RPL5 SPINK4 PLAU ADGRE5 ATF1 HOXC13 KBTBD4 NMI INHA NAGK LRRC29 SEPTIN6 DMAC2L ALKBH7 RPL23 FOSB SNRPB KDM5C PRMT1 IFI6 HNRNPH2 TNFRSF19 GNGT1 RBM48 APOL3 APOL2 KRT17 ILF3 FOXA1 GDF15 CEP85 EIF2S3 RPL27 LRRC41 ZRANB2 WDR74 RSAD2 RPS15A IL15RA YARS1 NAT10 CD63 AHI1 SP110 ITM2C DNAJB2 SUCLA2 BZW2 CALCOCO2 TRA2B BIN1 C6orf52 FXYD2 KNL1 RMDN3 RPS24 SLC35A5 FAM13A CCNG2 TAPBPL HMG20A IGF1R LINS1 ABHD2 PARN KIFC3 CMTM3 OSGIN1 G6PC3 CSNK1D FEM1A EMP3 SAE1 RERE RFX5 ANP32E GABPB2 AQP10 CALM2 CDCA7 CCDC150 RPL32 ATG3 TM4SF19 RPS3A RPL37 IQGAP2 ABT1 NFKBIE AIG1 CREB5 MAP11 TMEM140 RGS20 FAM83A C9orf72 REXO4 RPL7A ANKRD1 RPS3 LAMTOR1 B3GAT3 EI24 UBC ITPR1 SLC7A11 TMEM18 VTI1A CDYL INO80C NUS1 TRIM11 ENAH APOOL FAM122C EEF1A1 HK1 ATAD2 GHRL SEC13 CREB3L1 C9orf43 H4C8 TSR2 TAGLN2 DEDD RCAN1 MED8 ABCG1 PDXK CHTOP FBXL13 THAP8 RPL26 RPL29 DHRS3 NFIA AKNAD1 NCSTN ATF3 CLASP2 SPTA1 PPM1K DNASE1L3 U2SURP SLC4A1AP FBXO8 CEP44 TMEM144 ERAP1 PI16 RPS14 NOS3 CDK5 GTF2A1 TSC1 PIP4P1 TCP11L2 ANAPC16 B2M AP1G1 FAM111A TSC22D4 ISLR2 TBC1D16 ANKRD11 RPL13 UBXN6 SLC3A2 BATF2 POLR2J3 IRF2BP2 KIF5C IRF2 TAP1 HJV TMEM208 DHRSX MRPL1 ELSPBP1 ZEB2 NRG4 LINGO1 GYPA FAXDC2 CRTAP KRT8 ELOVL6 RPS9 ZNF561 S100Z ATF7IP SPATA5L1 BCL2 RPS7 JMJD1C ISG20 GTPBP2 WASHC2C MUS81 CFL1 RPL38 PARP14 ZBTB21 TRIB1 ZNF417 GNG5 ZWILCH RPL4 ZNF408 MRPL48 RMI2 BAIAP2 SEC24C MTHFR ZBTB38 TGIF1 GBA PARP10 DPY19L3 PER1 DNHD1 PCBP1-AS1 SKIDA1 SNRPE CLN8 DSCR4 SCFD2 CMSS1 SP140L BRWD1 EP400P1 PTCH1 FAM186A EPOR ISG15 TRPV2 AC091057.1 ZNF669 CENPP ZNF292 SF3B3 GREB1 MAN2A2 ARID5A WDR45 SYNGAP1 ADARB1 GYPE RPS26 RPL37A NKIRAS1 NOL8 ZNF335 SZT2 DDX42 GET3 SPRED2 YTHDF2 DDX39B LRBA DCLRE1A RNU5E-1 RNU5F-1 RNU5B-1 RNU4-1 RNVU1-34 RNVU1-3 RNVU1-21 RNU5E-6P RNU4-2 CENPW LINC01270 DAXX PSMB8-AS1 PSMB8 PRR3 ZNF616 RACK1 C4orf47 C5orf51 C21orf62-AS1 RNPS1 RNVU1-30 NDUFS3 ST7-OT4 ZSWIM8 RPL17-C18orf32 SLC12A8 CYTOR RNU2-2P RNU2-63P RN7SKP168 VPS52 OSER1-DT MIR3681HG ARHGEF2-AS1 TNK2-AS1 CHCHD2P1 ST7-AS1 LNC-LBCS RPL41 PATL2 CRPPA-AS1 ZRANB2-AS2 NFE4 MORF4L2-AS1 RPS18 AL121601.1 LINC02777 LINC01366 AC013270.1 FAM21EP LINC00607 ZBED5 LINC00299 LINC01358 LINC01275 FAM21FP RFX5-AS1 LINC02773 RNU7-1 SNORD13 PSMB9 ISY1 NSUN6 APOBEC3C ALKBH3-AS1 NEAT1 FAM111A-DT CDK11B LINC02100 SRD5A3-AS1 AC026725.1 GYPB ZFPM2-AS1 THAP9-AS1 LINC00958 LINC01300 ALG1L13P AC100858.2 POLR2M PRECSIT LINC00944 HMBS AC096734.2 AC009065.4 AC009107.2 RNU4ATAC MIR4435-1 RPL17 SEC22B MIR4757 AC079466.1 ILF3-DT ZNF561-AS1 AC007773.1 AC011476.3 AC009005.1 IGFL2-AS1 IKBKG IRF2-DT RNU11 RNVU1-26 RNVU1-19 RNU12 H4C4 RNVU1-4 RNVU1-28 RNVU1-2A H4C2 ZNF776_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF776_TARGET_GENES CASC3 LRRC29 RAB3IP UBXN1 TMEM208 ZNF292 AC025263.1 BHLHE41 ZNF626_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF626_TARGET_GENES MBTD1 DAZAP1 NUFIP2 ASF1A NUP85 PPARG PSMB6 ISL2 RACGAP1 FAXDC2 FOXL1 OR1F1 ZNF660_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF660_TARGET_GENES C1orf112 GCLC MAD1L1 LASP1 ARF5 POLDIP2 FKBP4 KDM1A ST7 LAMP2 GDE1 AGK IFRD1 MARK4 RHBDF1 RPS20 RANBP9 NME1-NME2 LARS2 WIZ MBTPS2 POLR3B ANGEL1 CXorf56 AQR NR1H3 PEX3 EDC4 LSG1 RETSAT MAP4 NOP16 MRPS10 FNIP2 KMT2C SOAT1 POLR3E ATP2B4 TARBP1 SPHK2 RPL18 TNPO3 TRAM2 TBC1D1 POLR1H MSANTD3 STOML1 PKM RRP15 MAST4 NUP133 SLC44A1 ASNS TESK2 NCBP3 SLC24A1 WDR62 BAZ2A KLHL20 SPAG5 CNOT4 HSP90AA1 OSTM1 MEF2C LYRM2 OXCT1 TMED2 BAX ERGIC2 NSFL1C RCOR1 LTBP4 SLC9A1 MRPS33 FLT3LG ZNF268 GOLGA3 PLEKHG2 TMEM101 SEMA6A CIRBP NDUFB7 TRMT2A RANBP1 TOP3B HIRA TOMM22 THOC5 MTMR3 PVALB TBL1X PGK1 MRPS31 VWA8 ZNF629 POLR2C WDR59 TAF1C CIAO3 TTC23 DTWD1 BMF CSPP1 BRF2 INTS10 ERI1 R3HCC1 PPP2CB GYS1 IL4I1 PTOV1 OLFM2 YJU2 SLC1A5 TJP3 RPS19 KDELR1 CARD8 FGF21 BCAT2 WDR83OS TMEM147 DNAJC2 POLR1F TTC26 CAV1 LMBR1 SSBP1 GARS1 PTCD1 RBM28 RPA3 CORO2A TBC1D13 ELAVL2 APBA1 EXOSC3 PHYH TRDMT1 DDX50 XPNPEP1 CCNY ZMIZ1 UBTF PSMD3 PIGL DRG2 SMARCD2 C17orf75 LGALS3BP MRPL27 LRRC59 YWHAE TNFAIP1 IFT20 CPE FBXW7 NSD2 PPP6R3 NECTIN1 SELPLG ASIC1 MLEC CSRNP2 CREBL2 OGFOD2 DDX55 KRR1 SUDS3 PAK1IP1 NCOA7 SOD2 CILK1 CCNC MED23 CRYBG1 CUTA TFEB PTK7 TBX18 MRPS30 APBB3 SUB1 TTC33 BNIP1 CRBN BCL6 NCBP2 MRPL3 COMMD2 INO80B ELMOD3 SLC1A4 NFE2L2 S100PBP DOCK7 SMG7 GADD45A RO60 UCHL5 RBBP5 IPO13 PRDX1 ARID1A MESD IFT46 ATF6 FILIP1 GTF3C3 HEATR1 TMEM214 TCTN3 WDR11 ARMH3 HOXB5 MRPS14 ALG5 TGFBI SERP1 ADRA1A COPS5 ZNF205 TRMT13 RWDD3 SMU1 CIT CDKN2C WDR83 TSFM SLC36A1 COQ8B ZNF45 AARS2 ZNF391 DMAC2L MSTO1 EML2 MCF2L UBA2 PRRG2 WDR24 POR LRRC4 ARHGAP22 ALDH1A2 OLFM1 CYP2E1 TAF4 YIPF2 EIF3G LRP3 CASZ1 PPIL4 GSE1 NR1H2 RPL27 VPS25 DIAPH1 PRKAB2 DHX30 TMEM128 COQ3 UTP3 VPS4A IGHMBP2 PEMT DSTYK SPART ZNF767P KRAS COX16 ARL8B LAMTOR5 LDHA RBM17 ACP2 YARS1 DZIP1 USP30 RINT1 ITGA7 ACVR1B USP15 MDM2 URB2 COG2 ABCB10 TAF5L STX6 PIGC MRPL44 SUCLA2 MED4 HUS1 RSAD1 TOR1A PSMB7 ZSCAN9 PIM1 FRS3 MDC1 VARS2 C6orf52 SYTL2 NDUFAF1 PARP6 ZNF280D GCHFR IFI44L SHF INTS14 SEMA7A HERC5 COPS4 HNRNPD RASGEF1B GSTCD INTS12 CPNE8 ALG10 NEDD1 CCDC65 TARBP2 ABHD13 WARS1 TCF12 MAN2C1 IGF1R RHOT2 MED9 PRELID3A GNAL CSNK1D TBCD RPTOR CBX4 SLC39A3 TPGS1 SH3GL1 DPP9 CCDC97 SCYL1 GEMIN7 WTIP ZNF787 TIMM29 NOSIP RERE CFAP74 ITGB3BP MTF2 TIPRL POGK NUF2 RGS5 TOR1AIP1 TARS2 GABPB2 EIF2D TP53BP2 EFNA3 PYCR2 FANCD2 IQSEC1 PTPRG TM4SF19 GIN1 PPIP5K2 DDX46 ARMT1 SDK1 OGT WDR31 REXO4 GTF3C5 GPR107 NOTCH1 USP6NL FRA10AC1 ITPRIP C11orf49 PAK1 NCAM1 VPS51 PPP4C ALDOA TLCD3B DLG2 PIH1D2 NKAPD1 FREM2 ABCB9 NDUFC2 CENPU TADA1 INO80C ADPRHL1 CFDP1 NUS1 ENPP3 ENAH CCDC144B EME1 ANKRD40 RBM45 LSM11 RMND1 DPY19L4 ATP5MPL PRR14 SASS6 MALSU1 GALK2 SEC13 NECAP2 FZD1 AP3S2 DZIP1L H4C8 POM121L2 CCAR2 CACHD1 CFAP298 GPBP1L1 TMEM69 PDXK CFAP410 FAM207A ZER1 ADAR CPSF4 PSMC2 NXF1 RPL29 LZIC GFI1 RBM15 IER5 VPS72 TMEM79 CCNL1 RPP14 SMIM12 KLF15 TMEM41A NSA2 GFM2 CITED2 PDSS2 ZNF704 SLC13A4 DLC1 FAM86FP INTS1 PRPF18 BMS1 SLC39A13 ALKBH3 COPS2 SGPL1 FAM227B TMEM170A TSC22D4 ISLR2 SMG8 TUBA1A MRPL58 ECI1 KCTD5 CTNNB1 SETD5 RBPJ ZCCHC4 NKIRAS2 BMI1 PXK PHYHIP STAT3 AHCYL1 STX18 FEM1B ATF5 MRPL1 SLC33A1 CRADD METTL15 BCRP2 DUS1L HNRNPF ZNF212 TMEM182 NUDT9 PFKFB3 TMC7 HOXB9 DNAJC24 DCDC1 PRKCE TMEM126B FAM98B MCC METTL18 TVP23B SYNPO FRMD3 TEFM ISG20 ZNF131 GNB2 SYNPO2 GTPBP2 BANP FUT10 RPL38 GLIPR1L1 NMNAT1 DPY19L1 PHLDA3 SNHG11 LIG4 C12orf76 BBS1 B4GAT1 FUT1 PARL ZNF408 CTDSP2 ARHGAP1 BANF1 EIF1AD EIF3F CLTB ALG10B DRAP1 C11orf68 AURKAIP1 NUPR1 SLC35A4 WDR25 LRRC37A3 PXMP2 TCEANC POLE GBA RPS27 DMAP1 POGLUT3 P4HTM SNX18 PIPOX PDXDC1 ZNF609 GLIPR1L2 SHISA2 SMG1P3 CAPS2 SCRIB C1orf105 SLC26A11 KBTBD3 RPS17 RGS7 HMGN4 LINC01547 CCDC159 SF3A3 GUSBP1 KCTD8 ADAP2 SNRNP35 ZBTB40 SMIM10 INTS5 MANEAL FAF1 TEDC1 LAMP1 CIDECP1 TMEM222 UBE2H RNF220 EXD3 SAMD11 THSD4 FANCA CLN3 NOXA1 ADAT2 ARID2 CRYM-AS1 IL1RAP PLEKHG4 STK40 NIF3L1 GARS1-DT IPO4 SDHAF3 VKORC1L1 HLA-DQA1 S100A2 MAML3 ZSCAN16 ARHGEF12 FLNA METTL9 ZNF398 PCBP2 ZNF165 MRPL21 C5AR1 IPP CDC42SE1 RPS26 ZNF461 SNHG12 CALM1 TAFA2 SLC5A3 MTOR BRINP2 FOXJ3 CIPC SMG5 KIFBP VTRNA1-1 RNU6-433P RNY1 SNORD114-24 RNY3 RNA5SP283 VTRNA1-3 STUM CENPW EFCAB7 LINC00963 BRD2 TAP2 VWA7 NFKBIL1 MICA DHX16 ZNRD1ASP LINC01556 ZNF783 ZNF425 HCP5 RNVU1-30 SELENOH TRAJ7 RNU6-821P RNU6-1228P NUP62 HEXA ATP6V1G2 GTF2H4 IRF9 NUDT19 POLR2J4 AC141586.1 LINC00680 MIR99AHG TMEM242 SLC35E2A FAM200A UBA52 RNU6-554P EPB41L4A-AS1 CCNT2-AS1 BCAR3-AS1 LAMTOR5-AS1 LINC00240 PLEKHM1 CT62 JPX LINC00431 TRAM2-AS1 AC092802.1 WDR11-AS1 SMIM2-AS1 SPECC1P1 RBM15-AS1 PCAT6 WEE2-AS1 MIR4500HG RPL41 PTGES3P3 LINC02768 TUBB8P1 ATXN1-AS1 TPI1P2 EMC1-AS1 GNG12-AS1 SMG7-AS1 RPSAP31 FAM133B LINC02093 LURAP1L-AS1 MYCBP2-AS1 TMEM147-AS1 LINC01010 ELOA-AS1 DDX11L5 AC092809.4 CDKN2AIPNL NALT1 SNORA13 SNORD54 RNU7-27P CASTOR3 RPL32P27 NME1 PPIL3 RN7SL346P RN7SL521P LINC02029 GUSBP2 FABP5P3 BMS1P4-AGAP5 BMS1P4 STRC MRPS31P5 TTC4 TMEM199 TMEM141 ALKBH3-AS1 LINC02453 DRAIC SEPTIN7P14 LINC02288 AP000802.1 STX18-AS1 LUCAT1 PCDHAC1 LINC01033 HAUS5 LINC01411 PDCD6 MRPS31P4 GLUD1P3 MRPS30-DT CERNA3 AP003390.1 ATP6V1G2-DDX39B LINC02739 HTD2 AP001107.9 PRECSIT CBX3P4 ITFG2-AS1 ZNF350 LINC02366 SLC7A5P2 NDUFC2-KCTD14 NDUFAF4P1 MIR762HG HEXA-AS1 WFDC21P AC073878.1 MRPL12 ZNF213-AS1 RHEX OTUD7B SUZ12P1 MIR3190 MIR4674 CFAP298-TCP10L SEC22B MIR4519 PCAT19 AC008736.1 AC002115.1 PTOV1-AS1 NBPF12 COX6CP7 ZSCAN16-AS1 IKBKG NCBP2AS2 AL390955.2 SRXN1 NBPF19 LINC01023 DCP1A TM4SF19-DYNLT2B INO80B-WBP1 SNORA16A RNU11 FRG1HP SCARNA2 VWA8-AS1 GHET1 GTF2IP12 HMBOX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HMBOX1_TARGET_GENES SCYL3 GCLC STPG1 MAD1L1 ALS2 CASP10 CFLAR TFPI KDM1A ST7 SKAP2 DHX33 CIAPIN1 FARP2 IFRD1 PAF1 ADIPOR2 PAX6 SEC62 CSDE1 REV3L POMT2 SPRTN EEF1AKNMT RABGAP1 ERCC1 MBTPS2 MTMR11 MATR3 RALBP1 NR1H3 SEC63 VIM AGPAT4 SLC39A9 HMGB3 VCL CUL3 ZZZ3 EDC4 CLEC16A CDH1 SPDL1 LSG1 RETSAT AP2S1 LCP2 OFD1 POLR2B FAM214A CP HDAC9 NOP16 ADAMTS6 LIMA1 ANAPC4 KIF1B TAB2 EIF2AK2 RC3H2 GDI2 PRDM1 ATP2B4 UNKL NCKAP1 GPBP1 VMP1 SPHK2 RPL18 MED29 INTS13 ABCA7 SBNO2 TAF11 ADAT1 TBC1D1 CTNNA2 NFYC POLR1H ZBTB11 EVI5 DNTTIP2 DHX8 IDH3G COASY IFT80 MAST4 NUP133 TGFBR3 NEDD4 GNB5 SMG6 CYBRD1 SMC1A NFATC3 PICALM DPP8 ANO8 TIPIN NUP37 SEMA3A FRYL TPD52 CTTNBP2 RARB SPAG6 POLD3 JADE1 VDAC3 SLC1A3 SENP1 DNM2 PTPRH SMARCA2 SRCAP MEF2C ZNF510 PHLPP1 BZW1 PGR FAM135A TNPO1 GCKR SLC25A24 CTTN MTIF2 DDHD2 TTC39A NFX1 IPO11 HUWE1 HSD17B14 SRRT UIMC1 LPCAT2 NOP14 ADD1 ERGIC2 COQ9 NSFL1C SNX5 ANAPC5 HEPH LYZ SPG21 FLT3LG PDPR RBM27 TXNL1 FH NLRP1 CCDC80 HECTD1 RPGRIP1 SNAP23 RFFL SEC22C HDAC6 CBX5 DHPS PSMD5 IKZF5 CREM EFHC1 CDC5L HNRNPH3 RAB18 CATSPERG HNRNPM MARCHF2 RNF215 SEC14L2 GGA1 PIK3IP1 ANKRD54 CENPM JOSD1 POLDIP3 RHBDD3 PACSIN2 APOL4 GRAP2 DAAM1 ERH EIF5 YY1 ABHD12 CSTF1 CDC25B TLDC2 STAG2 PGK1 NDFIP2 CAB39L MRPS31 CENPT CYB5B CPPED1 HMOX2 DNAJA3 XYLT1 HERC1 TRIP4 RAB11A CTSH TTC23 RPAP1 HOMER2 CEP152 ATP8B4 DTWD1 BMF DMXL2 SCG3 MYEF2 CSPP1 INTS9 EIF3E KCTD9 CLPTM1 PPP1R37 PIH1D1 DKKL1 ILVBL RPS19 NAPA GRWD1 FKBP8 CDK6 DNAJC2 PIK3CG CPED1 CHCHD2 NUDT1 LSM5 TMEM248 TBL2 CDC37L1 DOCK8 CCNJ GBF1 EDRF1 RNF43 MTMR4 KPNB1 PIGL RNF167 SLC25A11 SMARCD2 ICAM2 CYTH1 PEX12 UBE2D3 GAB1 TRIM2 NEIL3 NCAPG CRYAB EHD1 COMMD9 AMBRA1 SOX6 HPS5 GTF2H1 CD69 SLC11A2 PRR4 AKAP3 NAA25 RFC5 COPZ1 CHPT1 FGFR1OP2 GCNT2 TPD52L1 HINT3 MTRF1L MAPK14 RHAG ZNF451 RAB23 CCNC TRIM38 EPM2A SLC39A7 PRPF4B TENT5A MRPS30 SKP1 C9 STC2 ZNF346 SMC4 SELENOK TIMMDC1 CEP70 TFDP2 USP4 ACAP2 SNX4 SLC41A3 NKTR DGUOK MOB1A KANSL3 NCL DNAJC27 PPM1G RPS15 MOGS NDUFS7 ELMOD3 PDCL3 IL1RL1 IL18R1 IL18RAP FHL2 RAB3GAP1 DARS1 WIPF1 COX7A2L ATF2 SUMO1 CACYBP ICMT AMPD2 WDR77 ATP5PB SCAMP3 SMG7 MAP7D1 PRDX1 TSPAN1 PRRC2C DPH5 MTFR1L ARID1A IFT46 FASTKD2 C1orf54 ANKRD13C ZC2HC1B FBXL5 VAMP8 RPN2 DLST MXI1 SMNDC1 TCTN3 ARMH3 C10orf95 CAAP1 WDR55 MRPS14 KIAA1217 CCDC77 HSPH1 SIL1 PTK2B TARDBP COPS5 AKAP1 PYROXD1 CD80 LIAS ZRANB3 KIAA1191 ZC3H7A SEPTIN7 NT5C3A PLAU PRDX4 NFE2 BAZ2B FAM124B ABCC10 ZNF391 SSR1 AHNAK GOT2 HROB DMAC2L MRPS7 GGA3 MIR9-1HG CHCHD5 ALKBH7 MED1 RPL23 CENPB MGME1 CHURC1-FNTB NECAB3 XRCC3 PCID2 CAPNS1 SBDS MAP2K2 HELB METTL16 RNF6 STYXL1 PDE11A CD68 CCNT1 ARHGEF6 ASH2L TTI2 MAU2 XPO7 GTPBP3 FCHO1 ADRM1 MED18 ZNF317 NOL11 RBM39 COX7B KCNC3 MGAT1 DHX30 ANKRD17 BTBD3 DAP3 NASP ZNF414 WDR74 KRBA1 MICAL2 ZFC3H1 COX16 MBD2 KATNBL1 VAV3 SORT1 SPIRE1 ARF3 RELCH UBAC2 STT3A NREP NAA35 ANXA1 CCNJL OASL RINT1 ATP5MC2 LTV1 MAP7 MDM2 FBXL8 KCNK1 CEP350 TMBIM1 SETDB2 BZW2 HUS1 IREB2 TACO1 MARCHF7 IL10 USP20 HEMGN RPS6 TMEM14B TMEM63B BPHL RIPK1 IL18BP PRCP TMPRSS4 DCUN1D5 CTDSPL2 NDUFAF1 KNL1 RMDN3 RSL24D1 RABGGTB SULT6B1 PREPL DBR1 RPS24 CDK15 MDH1B GLCE SHF INTS14 PPCDC SEC31A NDUFA9 TPH2 SLC15A4 NABP2 ESYT1 TMBIM6 ESD VPS33A DENR RBM26 ANP32A ETFA IGF1R KATNB1 MBTPS1 RPS2 GAS8 BCAS3 PTRH2 DPP9 TMEM91 RERE GPN2 RPS8 STRIP1 CD53 TIPRL DCAF6 TMCO1 POU2F1 UFC1 SDHC ECM1 SETDB1 MCL1 TAF1A TPM3 UBAP2L AQP10 CEP170 NVL LBR HNRNPLL UBR3 CCDC150 SPAG16 GMPPA SHQ1 EIF2B5 CENPC SPATA5 RPS3A RPL37 PIK3R1 RNF145 FBXO38 CDKAL1 ABT1 MMS22L SHPRH ARMT1 CREB5 MDH2 CCT6A TMEM209 AGBL3 NCAPG2 ZMYM3 OGT IL2RG ATP6V0D2 TATDN1 FAM83A UHRF2 C9orf72 ZCCHC7 AOPEP NR6A1 MED22 RPL7A GTF3C5 LRSAM1 USP6NL NRBF2 BTBD10 LIN7C SYT8 DGKZ TKFC MTA2 MS4A3 KIRREL3 FSIP1 RGS18 DHX37 ITPR1 SLC7A11 ANK3 MBIP TMEM18 FER VIPAS39 KIN INPP1 CENPU SLC25A4 DST RABGAP1L SPC25 TGOLN2 ATG10 PFKM PLOD2 SRP19 CDYL DAB2 CAST SMARCA5 INO80C NMRAL1 CD8A ABCA10 ENPP3 TMPRSS15 XPC USP43 SAMSN1 SLC16A1 ZKSCAN2 SAXO1 RRAGA CFAP70 ADK CCT8 SH3RF2 HK1 UBE2L6 NPTN FRRS1 EIF4A2 CLDN12 IL34 TSC22D3 TAB3 SLC13A3 H4C8 RIBC1 AHCYL2 MORC3 BSDC1 TLCD1 NLRX1 FAM189B PSMC2 FDXR PRPSAP1 KASH5 ZNF653 CXCL16 RNASEK-C17orf49 RPL26 CLPB SLC25A45 MAGOH NOL9 FUBP1 DNAJB4 AGL C1orf74 DUSP19 YY1AP1 TMEM79 CIP2A SPTA1 IFI16 SNHG16 C4orf36 ERICH6 TIPARP CCNL1 RBM47 TTC14 SMIM12 ZMYM6 HEYL MON1A HMGB2 ZNF474 NDUFS4 GRPEL2 RHOBTB3 RICTOR CITED2 SLU7 PTTG1 DLC1 FZD6 TMEM67 KDM1B HNRNPK NDUFB6 TRMT10B SKA3 MICU2 ATP5F1C METTL3 TAF1D TCP11L2 COX11 FAM227B STXBP4 USP54 IFTAP PPFIBP2 RPL27A DENND2B PKD1L2 TK2 GOLM2 MARF1 PCLAF NAV2 PATL1 MRPL16 SCG5 SMAD3 CDK12 CD3D OR51B5 VKORC1 LAIR1 YIF1B CHAF1A UBXN6 ATG16L2 SLC22A11 RBPJ MMADHC PCMTD1 MPLKIP CMAHP TXNDC2 RAB31 STAT3 ADAM9 NDUFS5 CNNM3 USP39 LRRC28 CEP120 E2F6 UPF3A RASSF6 CD52 TM2D2 METTL15 UGP2 UBE2E3 GYPA FAXDC2 CRTAP GABARAP CDK1 KRT8 PA2G4 ELOVL6 ARL6IP1 HSPA4 ATF7 SOCS6 KBTBD2 RPS9 GSTA4 NUDT6 TADA3 WIPF2 S100Z ATF7IP BCL2 C3AR1 RPS7 ZNF217 JMJD1C RAB33B POP7 BANP RASGRP1 MUS81 MIR4435-2HG MRPL57 NOC3L TRIB1 MICOS10 PEAK1 MOB1B CNP JUP ZNF791 SPTBN2 UBXN2A SNHG11 DENND4A NDUFA11 ZNF654 MRPS22 DCTN2 BANF1 EIF1AD RFESD POLD4 CLCF1 LINC00476 BAIAP2 WSB2 NFATC2IP MTHFR WDR73 POLE CHD9 GBA IL17RA MBOAT4 GRB2 IMP3 ASB8 TSPYL6 STAP2 WDR6 TUBAL3 CA8 NSUN3 DHFR2 RMI1 H3P47 TCAIM HMGN2P46 CIITA CDC42EP4 PIPOX PCBP1-AS1 C1orf194 PUF60 RCC1 MCFD2 YOD1 PPA1 SSR4 NPM1 DDX60L RNF135 RNF41 C5orf24 ERCC6L2 CLN8 TRAPPC6B KPNA2 XKRX LIMK2 PLCB1 ANXA2 C1orf116 C11orf54 EWSR1 NAA38 GPR19 CCDC159 ASB7 GPR132 TTC32 SH2D1A UBE2F CMSS1 EFNA5 COPB2 THAP7 WDR27 PROS1 SOCS3 F8 C6orf120 PURA IFITM2 PARPBP PBX1 EP400P1 ANKFY1 LAMP1 SETD4 RNPC3 ZNF566 CYP2R1 WWOX CIDECP1 EDARADD MRTFB SEPTIN10 LYRM7 ZSCAN30 LINC01551 MITF NAP1L1 ZNF286A ZKSCAN4 TRPV2 CARD9 ZNF490 PLSCR1 CHM SRSF10 NBR1 RPL14 TRMT2B CFAP126 TSPYL1 PNRC2 AKR1C3 SPATS2L SUPT5H PPIA TRAPPC2 NACA HBG2 MRTFA ZNF846 ZKSCAN5 SNHG17 ILRUN ZNF420 SLC25A29 SND1 RAD54B GYPE RPF2 HHLA3 ZNF841 PDCD1LG2 INKA2 ZNF790 RPL12 MAK16 CD2AP NUP62CL TMPRSS11F HIBCH HSD17B11 QRICH1 RPL23A HELZ TMEM116 ASPH SPRED2 TXNRD1 TMA16 CTNND1 LRBA CCDC69 C6orf89 TAFA2 PAPSS2 ABCA4 GPATCH3 RPL10A SCAMP5 ARHGAP11A SMC5 DZIP3 MFAP3L SMG5 SGMS1 RNU5D-1 RNU1-49P RN7SKP15 RNA5SP324 CCDC162P ASAH2B CXorf65 BRD2 FKBPL NCR3 NFKBIL1 PPP1R10 HLA-E ZNRD1ASP DCTN1 SLC35B4 ADGRG1 PRR13 ITSN1 C21orf62-AS1 ANKRD28 SNORA57 RNU6-1 SNORA8 MIR9-1 MIR579 SELENOH SACM1L TRAJ21 TRAJ14 TAS2R14 ZNF611 CHUK ZNF337-AS1 ATP6V1G2 DDX47 DNASE1 HBE1 UCA1 CSKMT MS4A4E LINC01588 AC025171.2 GOLGA8B RPL17-C18orf32 TUBB4BP7 PPP2R2A RN7SKP168 RN7SKP297 HBD SAMSN1-AS1 EDRF1-DT DNAJC27-AS1 MIR3681HG ZMIZ1-AS1 LINC00240 POT1-AS1 TAF1A-AS1 SNRPEP5 TRAM2-AS1 C3orf86 HHLA3-AS1 AL606760.1 PDZPH1P RBM26-AS1 MRLN LINC02577 AC064807.1 PIK3IP1-DT HECW2-AS1 LINC02038 FTLP16 H3P1 LINC02525 THAP7-AS1 LIMD1-AS1 LINC00332 HSBP1 LINC02613 LINC01353 E2F6P4 TMEM44-AS1 PRH1 LINC01517 MTCO3P21 SMG7-AS1 LINC01399 LINC01392 RPS28 EIF2AK3-DT SP2-AS1 LINC01287 ZSCAN31 AL031727.2 B3GALT1-AS1 EEF1E1P1 VLDLR-AS1 SETD4-AS1 CREB3L2-AS1 LINC01358 LINC01275 FAM200B NFIA-AS1 LINC02863 AC008040.1 C1orf226 ERICH6-AS1 ARPC4 PISD SNHG3 EIF6 MICAL3 STMP1 N4BP2L2 ALKBH3-AS1 LINC02453 LINC01585 AP000787.1 BDNF-AS CRNDE DRAIC LINC01184 KCTD21-AS1 UBE2D3-AS1 BAALC-AS1 AC011346.1 UBA6-AS1 TMEM132D-AS1 ARPC4-TTLL3 GYPB AC010255.2 METTL21EP ZFPM2-AS1 MRPS30-DT ZNF345 LINC00958 MALAT1 RNA5SP33 RNU4-18P PCDHGA3 PRR13P2 AC005324.3 AP001107.9 KLRC4-KLRK1 PRECSIT ZNF432 LINC00944 ITFG2-AS1 HMBS AC156455.1 LINC02419 LSM14A FNTB GIHCG CNPY2 LINC02281 LINC02327 CHURC1 LINC01146 POC1B-GALNT4 TPM1-AS AC025043.1 AC072061.1 AL050341.2 AC124068.2 AC116552.1 DHX33-DT PCDHGB3 AC007114.1 MIR4736 MIR3160-1 MIR4263 GLUD1P2 RPL17 SEC22B FSBP MIR4422 LINC01029 SRGAP2 LIVAR NCOA4 LINC01841 AC079466.1 LINC01929 ZNF850 RNFT1-DT LINC01764 AC092295.2 ZNF56 ZNF582-AS1 LIN37 NDUFA7 SMC5-AS1 AL118506.1 AP001462.1 RPARP-AS1 SLC25A53 MICOS10-NBL1 AC097359.2 MILR1 AL589740.1 DCP1A CDC37L1-DT RAB33B-AS1 SUGT1-DT MIR223HG ZKSCAN2-DT H2AC12 PPP4R3B H3P25 TUBGCP5 PIGW SCARNA2 MYO19 GGNBP2 AL354696.2 C11orf98 ERICD SEPSECS-AS1 NBPF13P MIR5087 ZNF746_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF746_TARGET_GENES CREBBP REV3L HIVEP2 PKM PITX1 PVALB ARHGAP5 XIAP STAG2 ERF HOXA13 E2F3 MAP7D1 SOCS2 AHNAK PLEKHG3 HOXD13 JUND ARHGEF11 MKRN1 ATP13A3 TMOD1 SMAD6 B4GALNT3 JDP2 ZNF710 GATA6 LMO4 LHFPL2 SLC43A1 ALDOA RABGAP1L HNRNPU FAM122C FAM122B TSC22D3 AUTS2 GPSM1 RAVER2 ATF3 YWHAZ SMAD3 FAM234A IRF2 CMTM8 HOXB9 SP3 SNX33 ATP2A2 SLC29A2 NR1D2 SERTAD2 HOXC9 KIRREL1 PTP4A2 SP1 HOXC6 TLK1 DENND4B BRD2 RABGAP1L-DT DLEU2 TRAF3IP2-AS1 AL121601.1 LINC00884 CT66 HOTTIP MALINC1 SOCS2-AS1 GASAL1 MEX3A ARHGAP5-AS1 ITGB3 AF111167.2 DKFZP434A062 AC138207.2 MIR4733 AC007448.4 IRF2-DT ZNF774_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF774_TARGET_GENES COASY PLOD3 IGFLR1 PPIB PLK1 ZNF581 GBA ZNF580 CAVIN1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CAVIN1_TARGET_GENES ARID4A UBA5 TULP2 SLC34A1 H3-3B NOSIP STRIP1 RAD9B GNG4 DHRSX KCNAB1 ZBTB8OS STAP2 PCBP1-AS1 P4HB LINC00824 AC156455.1 LINC01146 MIR4766 AC006262.1 GTF2IRD1 MPND UFL1 ZFAT AFF4 ASAP3 RIN3 ERI1 LEPROTL1 TIMM50 CARD8 ACBD5 DHX40 NAGLU WSB1 VPS29 ALDH5A1 TCERG1 RPF1 SYF2 PPP4R1L LRRC61 CCDC136 SEC14L1 NTPCR TMEM14B ARMH4 CPNE2 CMTM3 TBX6 PIP4K2A RBBP4 EOGT TMEM161B VDAC2 ZFYVE1 IFI27 WBP1L ATF7IP2 CLPX SEC24C SAMD9L OPLAH LSM10 UTP11 TRMT12 CCDC137 PRKAR1B MAK16 C6orf89 RNU1-108P UCA1 SNORD3J SNHG20 ANKRD65 ZSCAN31 PRKAR1B-AS1 LINC01732 LINC00964 AC083973.1 LINC02842 AC100858.2 PSMA3-AS1 LINC02252 ZNF8-ERVK3-1 CARD8-AS1 NBPF12 IGFL2-AS1 ZNF8 PCAT14 CDC73_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CDC73_TARGET_GENES MAD1L1 DVL2 ITGAL CEACAM7 NADK SEC62 VTA1 EHD2 B4GALT7 GRN EDC4 COL9A2 EPN1 GOLGA5 MEF2A JADE1 MEF2C WDR70 MTIF2 NFX1 DDX18 TMEM230 SCFD1 UNC13D DHPS TLL2 MZF1 CIRBP HDAC10 CGRRF1 PABPN1 TRPC4AP PFDN4 SIRPB1 TBL1X POLR2C TAF1C DTWD1 TLE6 TIMM50 KDELR1 SSBP1 CREB3 CDK5RAP3 FRG1 EIF4G2 PITPNM1 TCIRG1 PTPN6 PHF1 CUL9 SENP6 BNIP1 FAM162A NCBP2 NCL NDUFS7 NFE2L2 SRSF4 FBXO6 RRAGC ZNHIT6 UTP25 MTFR1L ADGB DNAH7 EXOSC8 KDM3B EBPL KBTBD4 MPHOSPH10 TREM1 HROB MRPS26 PCID2 MTERF1 OSGEPL1 CALML4 SUMF2 CD68 RHBDF2 USHBP1 CYP2E1 ADRM1 ATG4D ARHGEF16 INPP5K GPS2 SLC14A2 ZNF767P EDEM1 KATNBL1 RBM17 SPOCD1 RINT1 ZC3H10 MAP7 REPS1 USP15 MED4 VEZF1 LIMD2 SKIL EPRS1 KNL1 INTS14 ESYT1 RHOF ABHD13 CUL4A WRAP53 TRIM65 DPP9 MYO1F MTF2 NUF2 RGS5 C1orf56 CHAC2 DQX1 SLC25A38 NICN1 TRIM41 C7orf50 CDCA5 GTF3C5 ASB6 TUT1 ROM1 EML3 PPP4C BEND6 C18orf25 PRDM8 CYRIB ENPP3 LSM11 RPGR SLC35B2 NAE1 MCM3AP NLRX1 NBEAL2 MGAT4B ZFPL1 PEX19 CCDC138 GNL3 PBRM1 SNAPC3 FXN CKB C15orf48 MARS1 SNRPD1 FBXO22 DUS2 POP5 CORO6 NDUFV1 MRPL58 DNASE1L2 ECI1 NKIRAS2 SMIM4 BMI1 ZEB2 DTWD2 SPNS1 TRABD RPS7 MRPL13 AZU1 MCRIP2 KDM2A NOC3L RBM4 LIG4 MFSD4A CENPS ZNF843 CHD9 ZFAS1 DMAP1 PLEKHM3 SLC25A20 FBXO34 ALOXE3 RAD23A SNRPE TSEN54 YBEY ACBD3 BEGAIN TSSC4 HSF1 P4HB PRAME ANKRD46 CCDC30 TMEM222 SECISBP2 ZNF34 MAN2A2 ZNF782 ZNF398 FAM118B TAFA2 VTRNA1-1 IQANK1 TATDN3 H2BC18 TAP2 SKIV2L VARS1 ZNF425 SNORD15B RNU6-9 SACM1L SNORD72 NUP62 NDUFS3 NCKIPSD TTLL3 TOMM6 LINC00680 DDX3X CROCCP2 LL22NC03-63E9.3 TMEM14EP EXOSC6 EPB41L4A-AS1 JPX CYP4A22-AS1 NOL7 HDAC2-AS2 WEE2-AS1 LINC02558 SNHG7 MIPEPP3 FAM133B GAS5 GUSBP5 VLDLR-AS1 ABCA17P AC008040.1 DECR2 LINC01322 RUFY1-AS1 SMURF2P1 LINC02236 CENPS-CORT AC023632.2 LINC02684 THTPA MIR762HG SEC22B MIR4519 MIR4740 AC008752.2 RPPH1 SCARNA2 ERICD BX537318.2 TRG-AS1 MIR4521 RAD52 LASP1 ITGA3 CEACAM21 BAIAP3 EXTL3 POLR3B ZNF839 PIAS1 AP2S1 LCP2 TPR CC2D2A H6PD POLR3E PARP12 PIGV SEZ6 U2AF2 ADAT1 RPL31 ACTN1 SLC24A1 REXO1 ADD1 STRN4 FLT3LG PLEKHG2 CRKL ASCC2 PPP4R3A PRPF6 C20orf27 MYL12A USP11 TSC2 FBXO31 MAZ BCKDK SGK3 SQLE IL4I1 PPP6R1 GRWD1 ISYNA1 EXOSC3 NUFIP2 RECQL5 MLX VAT1 NDUFC1 INPP4B LTA4H MED23 TFEB TBX18 TUSC2 ASB3 C2orf42 TIA1 STXBP3 SCAMP3 MRPS15 RBBP5 PTBP2 KLF7 RAB32 FBXL5 SATB2 NEK6 ALG5 RASL11A ARL4A ZNFX1 MCEE MIF4GD MSTO1 SLC2A4RG AP5S1 PRKCG PIN1 SLC35E1 UQCR11 TUBGCP6 PARP2 TOMM40 METTL26 ACLY DIAPH1 EMILIN2 MYBPH IMPA1 ATP5MC2 COG2 ABCB10 REV1 APTX TLN1 FRS3 FCHSD2 MAPK8IP3 SMARCC2 CDAN1 MAN2C1 C17orf64 PTRH2 SLC16A3 ARL5C ADAMTSL4 CERS2 HAX1 ILF2 SRP9 SETD7 RPL37 IQGAP2 CNBD2 ADAM17 MBNL1 AHCTF1 ING1 CCDC144B MPPE1 RHOC TMBIM4 ODR4 PAFAH2 FANCC ELK4 DUSP23 NEK8 IER2 PLXDC1 ASB16 TEDC2 CLPB NXF1 PEA15 B3GALNT2 TIPARP FMC1 VIRMA FAM227B RPL27A TMEM170A VPS39 PRRT2 TPM4 TTYH1 GPT RILP ABCA3 RPSA ZCCHC4 ING5 ATXN2L ATF5 ATP6V0E2 SCAND1 MTBP MUS81 ANKRD13D KAT5 TADA2B TOMM20 B4GAT1 MED16 DLEU1 RBIS DPP7 CASKIN2 IMPDH2 BOLA1 DALRD3 WDR6 CYBC1 CYC1 SAMD4B CLK3 ARHGAP45 EHMT1 ACBD4 C5orf24 EPHB3 RRP7BP C11orf72 UBE2G2 TMEM106A CA13 FAM43A PRMT3 ZBTB37 TNFAIP8L1 INKA1 HEXIM1 PLCD1 ZFP69B HYKK NANOS1 ATP2A1 CD55 IPO4 NACA FOXJ3 LSM2 TTC25 CCDC144NL SNORA57 SNORA14B SNORD12C IGLV1-51 TRGV1 CCL27 EML6 CSKMT MIR1238 LINC01623 ABHD11-AS1 TRGV6 ISCA2P1 LIMD1-AS1 GPR79 MIR155HG C19orf81 PITPNA-AS1 DNAJC9-AS1 CASTOR3 RN7SL521P TIPARP-AS1 FRG1-DT CRNDE LINC02288 TRGV7 LINC02695 AP001107.9 AL158801.2 AC036103.1 LINC01569 ZNF213-AS1 BAHCC1 MIR4530 MYO15B FDX2 SNHG8 RMRP NCBP2AS2 CFAP206 LENG9 SNORA24 CICP14 FRG1CP CC2D1A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CC2D1A_TARGET_GENES C1orf112 NFYA LAS1L SNX11 CASP10 TFPI FKBP4 RECQL ST7 DHX33 ACSM3 REXO5 ITGA3 REX1BD ZNF263 SCIN PRSS21 MARK4 CCDC124 TRAPPC6A CEACAM7 PAX6 RPUSD1 MYLIP MPND NFIX RPS20 ABHD5 RNF216 QPCTL ERCC1 SEMA3B EXTL3 ELOVL5 ACP3 SLC38A5 RUFY3 ZNF582 MNAT1 AQR DEF6 HMGB3 CENPQ ARID4A EIPR1 PIAS1 MAP2K3 PEX3 RFC1 CUL3 CLEC16A XK ARHGAP6 USP28 HDAC9 NOP16 LETMD1 COL23A1 MCF2L2 TRAPPC3 RELT ZNF280C NPFFR2 RC3H2 ATG5 TMCC3 UNKL SPAG4 TNK2 GPBP1 CA11 SPA17 TNPO3 GSTO2 YBX1 DIP2B SMARCD1 KDM4A ASPM GOLGA5 THUMPD1 EVI5 PDK3 COASY PRR11 IFT80 LRP6 SPTB TMEM260 SMG6 AP3M2 TESK2 NCK2 ATP6AP1 DAZAP1 STK10 MOV10L1 MAP3K13 ST6GAL1 ANO8 SEC31B KIFAP3 RBMS2 BAZ2A FMO4 KLHL20 ACTL6B UBE2T NRDC TOLLIP RUNX1T1 TNS1 RAPGEF3 CIC PUM3 CPOX AP4E1 RSBN1 FAM135A DLG3 ITGB5 TNPO1 PDS5B GSTP1 MECOM SEH1L ZNF213 ATG16L1 HBQ1 HSD17B14 AURKA CASS4 CNOT3 DDX18 PDRG1 ATRN CPXM1 TESC HEPH KCNH4 GMIP SLC9A1 MRPS33 ZNF268 G2E3 HOOK2 SORBS1 NUBP2 FBXL19 HNRNPM MARCHF2 NDUFB7 MED15 RNF215 ANKRD54 DEPDC5 SUN2 ASCC2 APOL4 CDKL1 TIMM9 KIAA0586 SIX4 EMC9 CSTF1 MTG2 RNF24 ARFRP1 TLDC2 MAPRE1 PXMP4 FAM83D SMCHD1 NXT2 CACNA1F CD99L2 ACP5 RGCC MGRN1 POLR2C ZNF821 MMP15 CYB5B NPRL3 TAF1C COTL1 NME4 MTHFSD AQP8 CDIPT VPS35L CSK HERC1 TRIP4 RAB11A RPAP1 SCG3 SPG11 CSPP1 NBN ARMC1 MTMR9 NUCB1 GYS1 CGB2 LYL1 TRMT1 TLE5 ANKRD27 RPS16 YJU2 PRKD2 HNRNPUL1 CLEC11A TNPO2 KLF1 PDE4C ARMC6 FKBP8 CFAP69 MET SSBP1 FKBP14 GHRHR PDAP1 BUD31 TFR2 POU6F2 TMEM248 RHEB TBL2 TMEM245 RASSF4 CCSER2 TASOR2 XPNPEP1 UBE2S PBLD TBC1D12 GIT1 RGS9 RNF43 GALK1 INTS2 DDX5 PRKAR1A FRG1 CLCN3 TBC1D19 NCAPG ZPR1 SIAE NRXN2 ANAPC15 UBE4A MDK PTPMT1 KCTD10 PTGES3 CYP27B1 MAGOHB GPN3 VPS29 SPRING1 KRR1 GOLT1B RIC8B ASF1A HDDC2 HINT3 FBXO5 MTRF1L PPARD SRSF3 ZNF451 CCNC MED23 PRSS16 TENT4A HMGCS1 IK LMNB1 RAD1 NUP155 NR3C1 TCERG1 SMC4 PDCD10 HES1 ECT2 GNAI2 STAM2 PSMD14 EHBP1 GORASP2 DCAF17 SLC1A4 GRIN3B NFE2L2 BCL9 DHCR24 CACYBP ICMT ARHGEF2 DOCK7 SMG7 SSX2IP CDK18 PRPF3 CDC20 PRRC2C DARS2 CENPF TXNDC12 STAG1 KIF14 ATF6 SGIP1 RNF146 FBXL5 ELL2 CNTRL ATL2 YIPF4 C10orf88 TCTN3 SFRP5 HOXB5 NUP43 CENPL MTRF1 KDM3B NR2C1 SOCS2 NFYB COPS5 FAM117A ECHDC2 PYROXD1 CAT CCRL2 GTDC1 ACVR2A ZC3H7A RPL5 TRMT13 CBX3 HNRNPA2B1 ARL4A SPINK4 CIT PKN1 WDR83 GIPC1 SPRYD7 ARHGAP9 SPATS2 ATG101 NFE2 KBTBD4 STIL NDUFAF4 MORF4L2 METTL8 TTC21B SLC36A1 B9D2 SNRPC XPO5 OARD1 ZNF391 CRISP1 GGA3 ARMC7 MBOAT7 PPDPF FOSB SNRPD2 SNRPB2 RBM42 KIRREL2 WNK4 UXT RHOT1 ATP13A4 CHTF18 AAMP PNKD PEX1 MTERF1 RBM48 YWHAH TST RAC2 GAD1 SHBG PLD2 NGDN FOXA1 MIS18BP1 PRKCSH GTPBP3 MTRES1 MLLT1 FCHO1 OLFM1 ATG4D UBE4B UBA1 ULBP2 ZNF341 TBC1D5 NDUFA2 DIAPH1 MCCC2 ENOSF1 LINC00470 CNGA4 RAMP1 EEFSEC COQ3 GRSF1 ZRANB2 VPS13B NIP7 LPIN3 CHIT1 RFC3 E2F5 CA1 ARNTL MEN1 COX16 ELP3 BHLHE40 EMC7 IL6ST TIMM17A RPS15A RBM17 RERG LRP4 COL4A2 STT3A WDR36 CCNJL RNFT2 RINT1 KCP SYNCRIP MAP3K7 GDF11 ESPL1 AHI1 PKIB RAB11FIP5 NPL PIGC DNAJB2 C2orf49 EPC2 TBC1D4 MED4 IGF2BP3 NUP42 DDX56 HUS1 TTC5 KAT7 IMP4 USP20 PSMB7 KLC4 ZSCAN9 GMPR TFAP2A TMEM14B FRS3 VARS2 NUMA1 PRCP PARP6 BCAR3 KYAT3 GTF2B GIPC2 PPM1B PNPT1 SULT6B1 KIF20B PPIG SECISBP2L PARP16 HERC5 NUP54 CCNG2 CNOT6L CENPE SLC39A8 SCAF11 TPH2 NEDD1 CCDC65 TARBP2 NABP2 SMARCC2 BRCA2 DENR ARMH4 STON2 CLBA1 PIF1 TICRR DET1 TGFB1I1 GFOD2 SCRN2 CLTC RPRD1A WRAP53 SAT2 PNMT CACNA1A PSMB6 PTH2 CFAP74 CCN1 CD53 TMCO1 NUF2 RGS5 CRABP2 GOLPH3L ADAM15 LYST SDE2 GUK1 PDIA6 RPS27A TPRKB SCN1A NBEAL1 RHBDD1 CTDSP1 NICN1 CENPC TBCK CCNA2 NAF1 PIK3R1 GLRA1 FAM50B FAM193B TNFRSF21 MMUT ABT1 RNF217 AIG1 TMEM181 MAP11 LUC7L2 CCNB3 ZNF182 FAM83A NAPRT UHRF2 ALAD MSRB2 NRBF2 HSD17B12 C11orf49 SESN3 TKFC INCENP EI24 CHEK1 KIRREL3 CWC15 PIH1D2 NKAPD1 C2orf50 ITPR1 GPR158 UBE3B RAD9B SRFBP1 TMEM18 FER SCLT1 C4orf33 AMN1 SPC25 SH2D6 ATG10 USP12 NADK2 SCOC MERTK LINC00467 RMND5A CD8A TRIP12 FBXO36 LGI4 ANGPT1 ABCA5 ENPP3 TDH BUB3 ATP5MC3 CHODL CCDC144B CCDC144CP APOOL SAMSN1 RHOC SLC7A7 RBM45 DCK NDUFAF6 PCDH1 FAM122C ATAD2 NSMCE2 PRR14 SASS6 BUB1B BRPF1 NECAP2 GATAD1 ETS2 CIB4 RADIL WIPI2 LDLRAP1 PTPDC1 H4C8 CATIP NRG2 ZSCAN12 ELK4 B4GALT3 FAM160B2 TOMM40L RAPGEF6 PAXBP1 GART SON PTMS ISL2 TEPP LRRC36 CARMIL2 ZYX ABR ZNF221 CALM3 TMEM234 FNDC5 CPAMD8 CCDC58 UBASH3A ZNF66 ITGB2 BRSK1 NLRP4 TLCD1 ADAR LRRC71 PWWP3A NAPEPLD DVL3 RACGAP1 RPL26 SPSB3 PAQR4 SLC25A45 TAL1 NOL9 MATN1 IL23R OMA1 USP1 FUBP1 RBM15 CAPN2 MEMO1 CLHC1 SMARCAD1 TNFAIP8L2 SCNM1 S100A11 DCAF16 KBTBD8 HDAC11 SGO2 SERPINI1 SPTA1 EFHB TTC14 RCHY1 KIAA1143 KIF15 LZTFL1 SMIM12 ZMYM6 SNIP1 TKT AIMP1 METAP1 HMGB2 STARD4 AGGF1 CASP3 PRIMPOL ERAP1 ACSL6 SLU7 PTTG1 SP8 CTSB NOS3 CTHRC1 SLC25A32 DCAF13 VIRMA WASHC5 NIPSNAP3B FXN ZHX1 KIAA1958 TRMT10B AKR1E2 PRPF18 TSC1 BMS1 CEP295 TCP11L2 RPUSD2 HIF1AN BRD7 API5 ALKBH3 ANAPC16 WEE1 HDGFL3 AP1G1 SAAL1 PCLAF PLK1 SGSM1 SNRPD1 PIP5KL1 ISLR2 GPRC5B CDK12 ART5 TPM4 KLHL26 TUBA1C AXL TMC4 TRAPPC9 SPINT2 KLK2 FAM234A RAB3IL1 LTBP3 PBK SCARA5 KIAA1586 ZCCHC4 NKIRAS2 NT5DC2 SMIM4 KCTD19 FAM178B GFM1 CEP120 UBE2V2 KCNAB1 CRADD SCN9A BUB1 AHSP KLF13 ZFPM2 SF3B5 NLGN2 UBE2E1 CCDC144A GYPA SLC16A5 ZNF212 ZNF282 GON7 FAXDC2 CDK1 TMED10 SP7 SPATA24 PA2G4 ARL6IP1 COMMD5 HOXB9 POLH TSEN34 MSANTD4 NDUFA3 PLAC1 PKIA MFN1 FAM241B FAM98B SPACA5 ETFDH BCL2L1 TMEM51 RRM2 TRAPPC12 RPS7 BSG C2CD2L RAD9A HOXC5 EGFL7 HECTD4 DAB1 RNF26 TNFRSF10C GMPPB NABP1 SCAI AGFG1 GNG5 STAG3L3 DENND4A MFSD4A ATR GK5 TMEM51-AS1 PCCA CKAP5 RFESD POLD4 DRAP1 C11orf68 GPR156 DENND2C OR4K17 EID2B VPS37D ZNF843 BASP1 MIR7-3HG FAM89B MTHFR TGIF1 RABEP2 TSPYL6 DMAP1 C2orf69 STAP2 ZNF114 POGLUT3 FBXO34 EXD1 KLHL28 PCBP1-AS1 CITED4 NLRP11 DCTPP1 PSTK ZNRF2 FGD6 ZNF594 PCGF5 TMEM64 HOXC10 ZNF792 CMTR2 TMEM102 SAGE1 ACBD4 NOP10 FAM89A IST1 TSEN54 UBA7 PGBD4 FAM104B EPHB3 SKA2 CCNYL2 PRR36 SF3A3 GRIN2A TTC32 PRKD1 ACTRT3 MAML2 NUTM1 CDCA2 ZBTB40 OSBP2 PRR23B H1-10 DGAT1 SEMA4B C5orf47 RAB11B PRMT3 UBALD2 ATP6V0A2 SMYD3 SEPTIN7P13 L3MBTL1 SP1 PBX1 PRAME LAMP1 LINC00839 PTCH1 ZNF267 ANKRD46 KIF18B ZNRF1 KDM4D RGS9BP KPNA4 KATNA1 PRR5 C17orf58 SPIN4 ZSCAN30 HEXIM1 ZNF546 CHP1 TRPV2 CCDC157 LDLRAD2 AC091057.1 H2AX CCDC9B UROS TMEM120B ASTL ADAT2 BLOC1S3 CRYM-AS1 JPT1 RPS2P46 HMGB1 ZNF681 RNF216P1 SRGAP3 SUPT5H ZNF107 ZNF493 GRM7 MFSD14C TPK1 MAN2A2 FAM72A CACNA1H HDAC2 TECPR2 ERI2 S100A2 SNHG17 TOMM20L PDLIM7 SLC39A10 SCOC-AS1 ZNF138 ZNF100 H4C3 GAL3ST4 PCBP2 ZGPAT NEK5 TBC1D9B H4C11 C5AR1 GYPE CFAP43 INKA2 SPG7 ELOVL2 RPS4X MB HIBCH SLC29A3 HYLS1 ZNF583 ZNF43 LRBA C6orf89 ABCA4 TEX45 CTR9 OPA1 SFMBT2 PRC1 MFAP3L RNA5SP324 CENPW MSTO2P LCN8 NEU4 ASAH2B TAP2 MRPL38 SP5 VWA7 MICA PSORS1C1 HLA-E ATXN2 FAM216A C4orf46 CNEP1R1 CPT1B PLPP6 C21orf62-AS1 RNVU1-32 RNU6-925P STK38L SLC48A1 IGLV6-57 TRGV3 ZNF611 DENND1B RPL12P38 COG8 RBMXL1 NDUFS3 DDAH2 GTF2H4 HBG1 UCA1 AC116407.1 CDIPTOSP MTCP1 MSMP LINC00680 DHRS4-AS1 VPS16 TTC34 CEBPZOS LL22NC03-63E9.3 MIR1205 LINC01124 RN7SKP168 LINC01778 LMO7DN-IT1 EXOSC6 CCR5AS SAMSN1-AS1 TMCO1-AS1 PRKAR2A-AS1 LINC00620 LINC00240 PVALEF LINC01504 JPX GAPDHP16 CYP4A22-AS1 LINC00475 LINC02158 AC064875.1 LINC00431 ABHD11-AS1 HHLA3-AS1 AC099342.1 BAZ2B TMEM191A TEX41 ENTPD1-AS1 SMIM2-AS1 ASH1L-IT1 RBM15-AS1 HDAC2-AS2 LINC02575 LINC02577 WEE2-AS1 LINC01128 CRPPA-AS1 ZRANB2-AS2 C9orf147 LINC02603 TPI1P2 PPP5D1 SCTR-AS1 TPT1P7 TMEM44-AS1 ZBED9 MCTS1 SMG7-AS1 DHCR24-DT GAS6-AS1 H2BC15 LINC01675 LINC01191 FAM133B NDUFA5P3 BRD3OS TSPEAR-AS1 EEF1E1P1 LINC00896 BCYRN1 ZNRF2P1 TTN-AS1 AL359710.1 LINC01409 FAM200B LINC02773 RPL32P27 ADSL ERICH6-AS1 PPIL3 GPR199P RPL7P41 SUMO1P1 PISD BMS1P4-AGAP5 BMS1P4 MBL1P CCDC137P MRPL42P6 RPL5P11 TMEM35B LINC00461 AP000787.1 SEPTIN7P14 AC096746.1 LRP4-AS1 NR2F2-AS1 MEF2C-AS1 ALG1L9P LINC02432 FLJ46284 CASC11 SRD5A3-AS1 TRGV7 RDH10-AS1 GYPB CHCHD10 H3P14 LMNB1-DT NUDT19P5 HOXC-AS3 LINC00958 LINC02615 AC099520.1 PRELID3BP5 RNY4 RNU7-29P RNA5SP243 CCDC71L LINC00534 CERNA3 AC023632.2 MINCR VPS13B-DT ALG1L13P LYN AC011379.2 HIGD1AP5 AC024475.2 NOX5 LINC02733 HMBS TMPO-AS1 PSMA3-AS1 LINC02281 C1GALT1P1 LINC02327 AL158801.2 AL139021.2 CEP95 LINC02332 ZHX1-C8orf76 LINC02367 AC011773.4 LINC02193 PDCD6IPP2 ATP5PDP1 AC117382.2 SMIM36 AC087500.1 ZNF213-AS1 MIR4729 GLUD1P2 MIR4999 MIR4252 SEC22B MIR4276 TXNIP SRGAP2 MIR4766 AC079466.1 LINC01929 AC027097.1 AC011476.3 LINC01415 AC015936.1 ZNF582-AS1 CGB1 AC023855.1 HMGB2P1 VN1R81P CT45A1 FBXO17 ZSCAN16-AS1 SIGLEC27P CT45A10 AC013400.1 LINC01749 NUDT3 GTF2IP20 RAB33B-AS1 AC009275.1 H4C12 RCC1L APONP H2AC15 RNVU1-26 H2BC9 RIMBP3 FRG1HP H4C5 ANKRD20A21P H4C4 LOC101927815 AC007906.2 MIR8089 RNVU1-28 SCARNA2 TMEM191B H4C2 LINC00624 ERICD GTF2IP12 CTXND2 ZNF529_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF529_TARGET_GENES ZNF174 DRG2 SGCE MTO1 BRWD1 LINC00452 LINC00676 MIR5586 KAT8 IL26 TTC1 SLC35A3 GJB6 FEM1C GSTO1 ALDOA NOL6 SLC25A6 SUZ12 OTOG ADA TRIM15 ATF6B LINC00431 PEG10 ABHD17AP3 RNF5P1 BRWD1-AS2 SNHG30 AC021683.3 NFRKB_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NFRKB_TARGET_GENES DPM1 SCYL3 KRIT1 BAD ICA1 CASP10 RBM5 POLDIP2 CDC27 DHX33 CIAPIN1 GCFC2 ZNF195 FBXL3 AP2B1 IFRD1 COX10 PNPLA4 PRSS21 MARK4 ST7L MED24 SEC62 RPS20 VTA1 ZNF207 NME1-NME2 PTBP1 LARS2 MBTPS2 KDM5D MAP4K5 CLK1 MDH1 MATR3 NUDCD3 ATP2C1 RUFY3 WWTR1 AGPS NCDN ZNF839 NDUFS1 NR1H3 NCAPH2 SEC63 KPNA6 VEZT SNX1 SLC39A9 NUP160 PEX3 RFC1 TBC1D23 ZZZ3 MTREX SPDL1 LSG1 THAP3 JADE2 C12orf4 ARHGAP6 NOP16 MRPS10 RSF1 RFC2 PTCD2 PIK3CB TTC17 USE1 PHPT1 ARID4B GALC SZRD1 KMT2C PUM2 PPP1R12A ZC3H11A NDC1 CCAR1 HDAC7 SPAG4 MRPS35 SFSWAP GPBP1 EIF4B HAGH TNPO3 CTSA FAR2 TAF11 ZNF76 PKN2 DGKA KARS1 TBC1D22B CDK13 DIP2B NFYC ELOVL1 POLR1H ARFGEF1 TNFRSF1A TP53BP1 DHX8 MEF2A FTSJ1 RASGRP2 IFT80 ERLEC1 NUCKS1 NEDD4 MAPK6 LRP6 PFN2 CFAP20 ING3 FAM3A TFRC MCM2 ST6GAL1 PICALM MRPS34 TEAD2 ACTR6 EIF4G3 MARK3 SLC25A3 DLG1 RAB7A SART3 MKRN2 REXO2 KLHL20 ANKRD13A XAB2 CTTNBP2 PPP1R12B ARAF SDF4 SENP1 DDX1 KEAP1 RIF1 RAB21 CNOT4 RBL1 NDC80 RSBN1 PCNP EXD2 MEF2C DUSP12 CCNT2 MRPL22 XPO1 PALB2 TNPO1 ITGAE NUFIP1 PDS5B ZNF671 ZNF586 SMAP2 PPIE ZMPSTE24 SLCO1A2 WBP11 AGBL5 MECOM RRN3 MGST2 NFX1 RBM22 MTMR2 BAX PIGS OGFOD1 SF3B2 GNAS PTHLH AURKA CNOT3 ANKRD10 COQ9 NSFL1C XRN2 SNX5 RPL6 ANAPC5 KDM2B KIF16B FUS HEPH NECAP1 SPTLC1 PAPOLA CCNK ZNF268 GOLGA3 ALKBH5 ZC3HC1 TMEM101 CCDC80 PPP2R3C SCFD1 HECTD1 HNRNPC SNAP23 NUP50 CDC45 COMT LRRFIP2 SUCO DHPS PSMD5 IKZF5 WAC MRPS18A SIRT1 HNRNPH3 MZF1 PSMD8 STX1B SETD1A HNRNPM BCL2L13 SNRPD3 GGT1 GGA1 HPS4 SRRD EIF3L PICK1 DDX17 TOMM22 FBXO7 POLDIP3 RHBDD3 HMGXB4 RPL3 TAB1 MTMR3 MIEF1 SAMM50 TXN2 GRAP2 EIF3D TNRC6B EP300 ACO2 POLE2 VCPKMT TIMM9 KIAA0586 ALKBH1 SIX4 PSMC1 RPS6KA5 PPP4R3A C14orf93 PSMB5 ACIN1 TRIP11 SEC23A PCIF1 UQCC1 ZMYND8 PFDN4 CSTF1 DIDO1 CSNK2A1 TM9SF4 IDH3B CDK5RAP1 METTL4 MYL12A WDR13 STAG2 SMS TIMP1 CAB39L ZNF629 CORO1A MAPK3 PHKB NUTF2 NFAT5 ZNF821 VAC14 COG4 HCFC1R1 CLCN7 GSPT1 BCKDK VPS35L TRIP4 RPAP1 DTWD1 GABPB1 DMXL2 SCG3 OIP5 BLOC1S6 BRF2 INTS9 NBN UBE2W EIF3E TRPS1 EEF1D INTS10 MTMR9 ASAH1 HNRNPL PPP1R37 ERCC2 OAZ1 TRMT1 PTOV1 MED25 YJU2 CCDC9 HNRNPUL1 RPS19 NOP53 KDELR1 CYTH2 CARD8 ZNF175 BCAT2 PPP2R1A PRPF31 TFPT COPE ETV2 USF2 GTPBP10 PMPCB DNAJC2 PON2 HBP1 ADAP1 MET DNAJB6 SSBP1 PTCD1 NUDT1 FBXO24 RBM28 LSM5 PSMA2 MRPL32 COA1 FSD1L TMEM245 KDM4C DOCK8 EDF1 UBE2R2 TRDMT1 PPP3CB TNKS2 BCCIP MTPAP CASC3 KPNB1 GOSR2 CDK5RAP3 PIGL NUP88 GOSR1 FTSJ3 SMARCD2 DDX5 C17orf75 PSMD11 PEX12 MRPL27 LUC7L3 ALDOC OCIAD1 UBE2D3 NDUFC1 RPL34 DHX15 SEPSECS FBXW7 LRP2BP CRYAB HSPA8 KMT5B CCDC86 EIF4G2 UBE4A DDX6 COMMD9 SLC22A18 SOX6 C11orf58 RPS13 P3H3 COQ5 SELPLG KCTD10 SLC11A2 PTGES3 SYT10 BCL7A KRT18 METAP2 MAGOHB PRR4 VPS29 AKAP3 CREBL2 DDX55 SLC38A1 COPZ1 KRR1 LDHB C2CD5 TDP2 HDDC2 KCTD20 SRSF3 ZNF451 E2F3 EPM2A DNPH1 COX7A2 PRPF4B TTK PRSS16 TBX18 BRD8 KIF20A MRPS30 HSPA9 MRPS27 APBB3 FAF2 CCNG1 LMNB1 GOLPH3 RAD1 BRIX1 TXNDC15 TCERG1 CSNK1A1 HMGXB3 BNIP1 SMC4 UBE3A ARMC8 BBX SCAP MRPL3 WDR48 EIF1B INO80D EEF1B2 KANSL3 NCL SLC35F5 ACTR3 SF3B6 PSMD14 ASB3 INO80B TTC31 NDUFS7 POLE4 CCDC88A MRPL19 FANCL COQ10B MOB4 HSPE1 KDM3A NOL10 PLEKHB2 SRSF7 TIA1 SUMO1 NFE2L2 CACYBP FAM20B TMEM59 MRPL37 RPL22 ATP5PB CAPZA1 ASH1L ARHGEF2 MFN2 SMG7 SLC35D1 RO60 UCHL5 ZBTB17 ADPRS LGALS8 RLF ACADM RPF1 KDM5B SLC2A1 AKR1A1 PIK3R3 DARS2 SLC35A3 RCOR3 NSL1 OSBPL9 STK11 SLC8A2 KPTN ATF6 FASTKD2 CREB1 SPCS2 PHF3 FBXO30 LDAH NDUFB3 GTF3C3 PTBP3 RAD23B RAB14 NEK9 DNAL1 SLIRP RBM25 SUPT7L ATL2 SLC17A5 CAAP1 MRPS14 CENPL EPC1 PROSER1 HSPH1 EXOSC8 SERP1 PLS1 TMPO NFYB TARDBP TNFRSF8 COPS5 SLC35B1 PSPC1 ZNF211 TBC1D15 TMEM39B LIAS RPL21 MTERF4 MRPS2 COPA RBBP6 TRMT13 ZNF644 RPAP2 SEPTIN7 ARL4A MRM2 CYREN WDR83 PFDN5 ORMDL2 ATG101 KBTBD4 AMD1 MORF4L2 EXOSC9 OBSL1 PIGT NCOA5 ATP5F1E CHD6 STX16 NEURL2 MPHOSPH10 SERPINB6 OARD1 AARS2 ZNF391 RPS10 H2BC11 TBCC MAD2L1BP DNAH8 EEF1E1 EMC3 CNOT1 MRPS7 GGA3 TTF1 CHCHD5 MED1 SNRPD2 SYMPK PANK2 PSMF1 TMX4 SNRPB HNRNPR ARMCX5 KDM5C KLC1 TUBGCP3 PCID2 RBM42 UBA2 PRMT1 NSRP1 PCNX4 TRMT5 HNRNPH2 CANX IPPK ZNF484 PPCS COX7C HELB PIN1 UBR4 ADGRE2 F2RL3 METTL25 METTL16 RNF6 AKAP9 GNGT1 RBM48 ATF4 NDUFA5 HAT1 INO80 ICE2 CHAC1 RPAIN MPDU1 NGDN BCL2L2 EGLN3 REEP5 SEC14L1 SGO1 DOHH SYT5 ECSIT SAFB2 RPL36 NSUN5 RTN4IP1 QRSL1 SSBP4 HRC PAK4 YIPF2 EIF2S3 ZC3H4 LRRC47 ATP5IF1 MED18 CLIP1 ZNF317 PNCK UBE4B PPIL4 LATS1 AAR2 RBM39 COX7B CAP1 PPT1 RLIM ABCB7 RBSN NR1H2 EXOC4 THOC6 THAP1 DCAF15 CC2D1A LRRC41 RAF1 MRPL35 MYBBP1A TBC1D14 TMEM128 COQ3 PNISR LANCL2 ANKRD17 EIF5A GPS2 VPS13B NIP7 KHDC4 HAPLN2 DCAF8 IGHMBP2 MUTYH PEMT GPALPP1 SRRM1 HSPBP1 WDR74 MKRN1 IPO8 CCDC59 COX16 MED6 EMC7 LAMTOR5 YWHAQ RPS15A IL15RA ACP2 STK26 PUM1 TUT4 SLC43A3 FADS2 TMEM258 ERCC5 APC SYNCRIP AKIRIN2 ORC3 CAPRIN1 ITGA7 BLOC1S1 TFCP2 HNRNPA1 OS9 REPS1 CCDC142 MDM2 CEP350 PIGC RC3H1 MRPL44 TTLL4 ITM2C C2orf49 PWP1 MED4 PHF11 C7orf25 NUP42 TBRG4 HUS1 ZFHX2 MTHFS IREB2 RSAD1 NMT1 SRSF1 KAT7 ACTL6A NDUFB5 MRPL47 TRA2B VPS45 SMPD4 WDR33 ABI1 YME1L1 LRRC8A SMC2 TOR1A CDK5RAP2 PRPF4 HEMGN RANBP6 APTX SPAG8 RPS6 ZSCAN9 FLOT1 MDC1 NRM MTCH1 C6orf52 CPEB2 CCDC90B GGH TRIM29 SLTM NUSAP1 NDUFAF1 KNL1 RMDN3 ZNF280D GTF2B HADHB ACTR2 SLC5A6 CENPO KIF20B DBR1 DNAJC13 RPS24 ATIC CARF MDH1B FAM117B WDR12 SECISBP2L INTS14 HNRNPD SEC31A G3BP2 CCNG2 GUCD1 YARS2 ALG10 ETFBKMT C1RL POC1B SNRPF TDG SDSL GIT2 TCHP KANSL2 VPS33A RHOF ABHD13 CUL4A SLC38A6 JDP2 WARS1 MFAP1 TCF12 ANP32A COMMD4 HMG20A WDR61 MAN2C1 USP3 DET1 ZNF710 UNC45A SEC11A GLYR1 RUSF1 UQCRC2 MYLK3 KIFC3 GAS8 COPS3 CLTC RPRD1A WRAP53 TP53 CSNK1D RPTOR MBD1 TPGS1 FEM1A DUS3L SCYL1 EMP3 GEMIN7 RPS11 RPL13A ZNF614 RERE PEX14 PGD RPL11 KIAA0319L ITGB3BP SERBP1 RPS8 LMO4 MTF2 CD53 TMCO1 MGST3 UFC1 PPOX SDHC USP21 PRCC ABL2 TARS2 MCL1 ANP32E ENSA MRPL9 POGZ OAZ3 GABPB2 DTL EIF2D ADAM15 C1orf43 ACP1 SRP9 NVL SDE2 FBXO28 CNIH3 PARP1 CALM2 WDPCP MEIS1 SFXN5 CDCA7 GULP1 HSPD1 FANCD2 VGLL4 STK11IP EAF1 DYNC1LI1 CSRNP1 GOLGA4 RPL32 MANF EIF2B5 FIP1L1 KLHL8 TBCK RPS3A MARCHF6 RPL37 LHFPL2 GIN1 PPIP5K2 BDP1 SLC30A5 BTF3 ATG12 RNF145 FBXO38 ZNF300 CDKAL1 ABT1 RPL7L1 RARS2 AIG1 ZMYM4 CCZ1B PSPH MEPCE KDM6A HDAC8 NDUFB11 OGT IGSF1 HMBOX1 MRPS28 RPL7 EBAG9 EIF3H TATDN1 FAM83A WDR31 REXO4 GTF3C5 GPR107 TAF5 LIN7C ARFGAP2 HIKESHI RPS3 ATM TMEM138 FADS1 CPSF7 CHEK1 VPS51 ALDOA TLCD3B HIRIP3 CWC15 PIH1D2 NKAPD1 ENKUR DCP1B UBE3B RAD9B TEX30 MBIP MIPOL1 TMEM18 NDUFC2 CDC123 NBAS RABGAP1L MZT2B ATP5F1A C18orf25 TGOLN2 SH2D6 TADA1 ZNF776 PFKM MBNL1 NADK2 SLC30A6 SAR1B HNRNPDL SREK1IP1 RANBP2 TRAPPC8 INO80C SREK1 NUS1 ANGPT1 MRPL39 ATP5PF EME1 ANKRD40 AZIN1 PIP4P2 GTF3C6 SAMSN1 OXA1L SLC7A7 NUP205 CLIC2 MAGEA8 ADK ADAMTS3 ANKRD9 PTDSS1 RPL30 KAT6B AIFM1 ATAD2 NSMCE2 ZNF689 PRR14 SASS6 GALK2 EIF4A2 BRPF1 SEC13 FZD1 AASDH DYRK1A SLC35B2 TMEM164 C9orf43 TMEM268 FAIM MITD1 ZSCAN12 ZNF276 NDUFS2 TOMM40L CCAR2 GART PSMD4 RSPRY1 SSU72 WDR4 NDUFV3 ZNF66 FAM207A RALGDS PRMT2 MED27 CHTOP ADAR CCDC12 GPATCH4 RPL8 NAPEPLD PSMC2 PCYT1A SPC24 RPL26 CYB561A3 RPL29 TAL1 NOL9 LZIC NFIA TM2D1 FUBP1 DNAJB4 TYW3 ARPC5 PEX19 NCSTN ATF3 PPP1R21 WDR26 PUS10 PEX13 MEMO1 TYW5 MAIP1 PRORSD1P NUP35 CCDC74A H3-3A SMARCAD1 ANKRD23 IWS1 ARHGAP25 MRPS18C CGGBP1 YY1AP1 POGLUT1 TMEM79 CWC22 SUCLG1 SPTA1 AIM2 RPL22L1 ERICH6 CCNL1 SLMAP RPL9 U2SURP RCHY1 SLC4A1AP KIAA1143 KIF15 TMEM41A BAP1 RFT1 AIMP1 METAP1 H2AZ1 CCDC51 INTU WDR82 CEP44 NAA15 PGGT1B WDR41 NDUFS4 GRPEL2 TIGD6 ANKRA2 UTP15 SHROOM1 LMTK2 RAD21 SPIDR SLC4A2 YWHAZ PDP1 WASHC5 CCDC171 UBAP1 METTL2B C9orf64 HNRNPK ZHX1 PIGA INTS6L MARCHF8 GTF2A1 LRR1 NUDT5 COMTD1 FAM204A NSD1 GHITM ENTR1 TSC1 BMS1 METTL17 CCDC186 TRUB1 FRAT1 PSMC3 CPSF2 TAF1D NDUFB8 POLL CCT2 FAM227B CUL5 BORCS7 ATP9B XRRA1 RNF169 ZNF143 PRKCB NDST2 BLCAP ZNF606 AP1G1 PCLAF DCTN5 ATP23 MRPL16 NUDT21 NAT16 COQ4 ISLR2 CD3D TEPSIN RRM1 ZNF668 SMG8 SPINT2 ZNF444 SLC43A2 TSR1 C19orf48 OTUB1 SRP68 TMC8 FAM234A KCTD5 CTNNB1 RBPJ ZCCHC4 GNG4 POLR2J3 DNAJC7 COA6 BMI1 MMADHC ARF4 DTYMK ATG4B RHOH REEP4 POLR3D FNTA ZSWIM1 TET2 STX18 MFF E2F6 NSMCE1 LMAN2 MRPL1 CRADD PTK2 METTL15 ZEB2 NFU1 HNRNPF ZFPM2 ZNF764 SF3B5 UBE2E3 CNTROB ZNF778 UBE2E1 HNRNPA3 NANP PWWP2A USP47 ELP5 GABARAP UBB TMED10 GPRC5C KRT8 PA2G4 ACYP2 KBTBD2 RIOX2 TRIAP1 KYAT1 MFN1 C9orf16 MORN4 ZNF692 TMEM126B LRG1 ZNF440 MRPL36 ZNF524 ZNF561 WIPF2 RSL1D1 ZNF274 BPTF ATF7IP RPS7 TVP23B PPIH SHLD1 EIF2AK3 MTBP TEFM PAIP1 C5orf34 ZNF131 DPAGT1 BSG SUCLG2 C2CD2L HCFC1 MRPL52 FUT10 MUS81 TMEM217 ZNF596 NAA16 RPL38 ZNF621 LCLAT1 MIR4435-2HG KAT5 SYT12 GPR137 TNKS ARV1 SMARCC1 NABP1 NMNAT1 AGFG1 RBM4B FBXO45 LEMD3 FAM174A PIGG PRPF8 DDX23 ZWILCH RPL4 STARD6 BBS1 TMEM167A SRP72 RIN1 THAP6 C3orf33 DHX36 ATR SNHG29 ZNF654 TVP23C ZNF408 CTDSP2 ATG13 BANF1 EIF1AD EIF3F SART1 ALG10B PAAF1 MRPL48 MTLN B3GNTL1 TOMM5 CTDNEP1 ZNF613 SLC35A4 CSTF3 TMEM39A RTTN CDC26 RNPEP DNAJC30 SPRYD4 WDR25 CNTD1 AC008969.1 RMDN1 CCDC121 LRRC37A3 C8G THAP4 NFATC2IP SIX5 EPS8L2 CHD9 TIMM22 ZFAS1 TGIF1 RABEP2 PIDD1 HASPIN GBA TMEM94 ZNF518A SVBP RPS27 NDUFV2 DALRD3 WDR6 TMEM11 PLEKHM3 DHFR2 MPI EXOSC4 TUFM C3orf38 DPM3 EDC3 RAD23A GADD45GIP1 PTPN11 MKRN3 SHARPIN PCBP1-AS1 SEPHS2 FIZ1 PUF60 ZNF771 MED14 FAHD1 CCDC66 EMC3-AS1 MIGA1 SKIDA1 PCGF5 WDFY3-AS2 NPM1 H2AW POLR2A IBA57 COA4 MRPS11 SNRPE IST1 CLN8 TRAPPC6B KPNA2 SKA2 ANXA2 HOXB4 RBM10 RPL35A ZNF721 C11orf54 EWSR1 CNOT10 C12orf60 PYCR1 WT1-AS LINC01547 SELENOF FHL3 SF3A3 NDUFB1 TRMT12 TRIM52 LIN9 COA3 ADAP2 UQCR10 H2AC20 CSF1 TXNRD2 MED12 CDCA2 ATL3 PTRHD1 NOC4L CA13 RPS27L DDX51 IFITM2 MRPL30 SEPTIN7P13 WASH3P MRPL40 UBE2L3 BRWD1 YTHDF3 MORF4L1 WDR53 PTCH1 ZNF267 NDUFA13 AIDA CIDECP1 PPP1CC ANKRD37 NUDT17 TMEM222 ARAP1 LYRM7 SPIN2B PTRH1 RNF220 ZKSCAN4 TMEM203 FANCM AC091057.1 CYHR1 ZC3H6 CHM BLOC1S5 C19orf54 C22orf34 NBR1 NDOR1 CLN3 SUMO2 RPL14 FAM120AOS NELFB ADAT2 SF3B3 HMGB1 SPATS2L SRGAP3 SUPT5H ZBTB44 SIAH1 IPO4 ANAPC7 NACA TCF4 MAML3 NHLRC2 SLC39A10 ZSCAN26 SRC LRRC8B ZNF785 C1D KANK2 ZNF165 ZNF655 MRPL21 ZNF675 HNRNPAB RPS26 EME2 KLHDC1 TAF13 INKA2 CYRIA ZNF311 ZNF121 ZNF335 PRIM1 HIBCH ZNF544 DDX42 RPL23A ZKSCAN8 MYL4 GET3 SPRED2 WWP2 ITSN2 TMA16 GPN1 CTNND1 DDX39B TLK1 SLC9A6 PNP SELENOT CCDC167 SMG5 PJA2 TATDN3 EEF1AKMT2 EFCAB7 ZYG11A LINC00963 CHIC1 GIGYF2 PHACTR4 DAXX BRD2 PBX2 MRPL38 MSH5 GPANK1 NFKBIL1 ZNF551 PPP1R10 ZNRD1ASP RACK1 MRPL53 ATXN2 C12orf73 SNX2 SARNP HMGN1 ETFRF1 ITPRIPL2 RFPL3S C21orf62-AS1 RNPS1 METTL6 THUMPD3-AS1 RNU6-29P MIR320A MIR196A1 TAS2R14 LINC01089 ZNF580 CEP43 COG8 SRA1 TMX2 NDUFS3 ZNF337-AS1 ZNF134 GTF2H4 AC019080.1 GANC TSPAN4 CPNE1 LYRM4 ALG3 SMIM30 TOMM6 ALOX12-AS1 AC141586.1 RPL17-C18orf32 C1orf167 CCDC7 RNASEK SLC12A8 CCNL2 CYTOR VPS52 CSNK1A1P1 LINC00630 LGALS8-AS1 UBE2E1-AS1 ENTPD3-AS1 CFL1P1 ABCC5-AS1 EPB41L4A-AS1 CCNT2-AS1 MIR548XHG AL117329.1 LAMTOR5-AS1 MRPL20-AS1 NDUFAF8 INTS6L-AS1 JPX ENTPD1-AS1 LENG8-AS1 ATE1-AS1 DLG1-AS1 HCG20 LYPLAL1-DT POLR2CP1 TNKS2-AS1 WEE2-AS1 RPL41 PIN1P1 XIST PET100 ZRANB2-AS2 TOB1-AS1 C9orf147 EMC1-AS1 CCDC192 WARS2-AS1 RPS18 DLEU2 COA6-AS1 TMEM44-AS1 IPO9-AS1 PRH1 TRAF3IP2-AS1 TMA7 AL121601.1 AC004990.1 SEC1P NKAPP1 LINC02579 POU6F2-AS2 EIF2AK3-DT LIX1L-AS1 JRK WDR82P1 LERFS GAS5 FOXP4-AS1 SNHG20 LINC01366 DNM1P51 AC087294.1 FBXO30-DT COX10-AS1 LINC01376 ZBED5 MFF-DT NIFK-AS1 CDKN2AIPNL LINC01409 AC008040.1 PPP2R5CP LINC00879 NME1 WBP1 ERICH6-AS1 ISY1 LSAMP-AS1 YAE1 SUCLG2-AS1 PPP1R2P4 ATP5MF PAQR9-AS1 FABP5P3 PISD BMS1P4-AGAP5 BMS1P4 MRPL20 HLA-DMB WDR92 TMEM199 RBM12 N4BP2L2 GABPB1-AS1 NEAT1 BDNF-AS SEPTIN7P14 RAB30-DT GPR176-DT SOCS2-AS1 AC011346.1 STX18-AS1 NR2F2-AS1 BCKDHA TRIM52-AS1 MEF2C-AS1 CDK11B LINC02428 ATP5MF-PTCD1 LINC01033 ZNF286B LINC02105 LINC00491 GLUD1P3 THAP9-AS1 LINC01094 MALAT1 RNA5SP75 RNU4-60P CCDC71L RAD21-AS1 CERNA3 ALG11 VPS13B-DT PCDHGA3 SUGT1P4 POLR2M SNHG1 AC156455.1 GATC PPP1R12A-AS1 G2E3-AS1 C1GALT1P1 CUX1 AC090001.1 RTEL1 LINC00641 AL160314.2 BCL2L2-PABPN1 H2AZ2P1 CEP95 AL359317.2 TVP23C-CDRT4 POC1B-GALNT4 NDUFC2-KCTD14 MIR4713HG AF111167.2 THTPA MRPL46 UBE2Q2L LINC00933 AL050341.2 AC096734.2 AC139256.1 AC009065.4 AL163051.1 AC009107.2 TMEM202-AS1 AC005670.1 DLGAP1-AS2 AC009121.3 LINC02864 LINC00667 AC138207.2 SNORD55 MIR4258 MIR378D2HG SUZ12P1 RBM8A RPL17 SEC22B MRPS21 MIR4706 MIR4645 AC027097.1 ILF3-DT ZNF561-AS1 RNFT1-DT NAPA-AS1 AC132192.2 MIR4453HG ZSCAN16-AS1 ZNF587B RPARP-AS1 BORCS7-ASMT AC016727.1 ARMCX5-GPRASP2 AC025181.2 CD24 FAM193B-DT H3-3A-DT GTF2IP20 PPP1R21-DT SLC30A6-DT EIF2B5-DT DCP1A CHASERR PPM1B-DT CWC25 INO80B-WBP1 H2BC17 H2AC12 SNORD25 PPP4R3B SYNRG RNVU1-26 RNVU1-19 PIP4K2B H2AC8 H2BC7 RNVU1-28 H2AC4 H4C2 CCDC163 EIF1B-AS1 PAGR1 TRG-AS1 ARRDC3-AS1 GTF2IP12 ZNF530_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF530_TARGET_GENES MAD1L1 IL32 PDLIM2 MARVELD1 PPM1E PCGF2 ZNF549_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF549_TARGET_GENES RAD52 OSBPL7 SPAG9 NME1-NME2 RUFY3 NRXN3 ZDHHC6 BIRC3 AGPAT4 GRN PEX3 TUBG2 RAI14 RETSAT LTBP1 AP5M1 RELT PRDM6 SNX24 MTFR1 HDAC4 PITX1 MAST4 SMG6 EXOC5 JMJD6 NDST1 EIF2B3 SREBF1 UBE2D1 TSG101 ANO8 TIPIN FOSL2 RARB UBE2T FGFR1 OSTM1 ZNF416 ZMPSTE24 EPDR1 ARHGAP28 MAPKAPK5 SIRT4 BRAP GOLGA3 USP48 ZC3HC1 TMEM101 TINF2 SEMA6A EZR SUCO NDUFB7 TOP3B CCDC134 JOSD1 THOC5 CGRRF1 KIAA0586 SNW1 PRORP ABHD12 UQCC1 SEC23B CDK5RAP1 PORCN GLA VWA8 CRYM CDIPT TTC23 ZFAND1 EEF1D R3HCC1 TRMT1 TLE6 MED26 PLD3 SYNGR4 LIG1 CBLL1 TTC26 PCOLCE IMPDH1 LSM5 KANK1 EXOSC3 TRDMT1 NSMCE4A LIPA DNAJC12 PSMD3 PIGL DRG2 SMARCD2 DDX5 C17orf75 PHF12 GAB1 FBXW7 TBC1D19 FNBP4 SC5D EHD1 FBXO3 MADD SLC11A2 MLEC LTA4H ARPC3 ACAD10 PRKAB1 TDP2 CEP85L SASH1 BACH2 CCNC MED23 ACOT13 EYA4 HBS1L SLC16A10 LAMA4 TXNDC15 BNIP1 UMPS COMMD2 GORASP1 KANSL3 NDUFS7 STK16 SCP2 SRSF4 ARHGEF2 LAMTOR2 BCAS2 SRSF11 LGALS8 NSUN4 IRF6 RPS6KA1 NSL1 SGK1 CYP20A1 NEK9 WDR11 ARMH3 CENPL SEC16B ADRA1A PYROXD1 NAA60 ODF2L TRMT13 CIT SPRYD7 PDE1B ATPAF1 SLC36A1 B9D2 COQ8B CHPF PCK1 CHST8 SNRNP27 ZNF391 AHNAK DMAC2L ATG4C UBA2 EMG1 TRMT5 CANX APOL2 EMC4 LRRC17 PDE11A THAP10 LOXL1 MBD4 CCNT1 EPB41L4A SEC14L1 TTI2 ECSIT GTPBP3 EIF2S3 MED18 SYNE1 RPL27 VPS25 CHD1L RAF1 VPS13B NIP7 IGHMBP2 AP3B1 SLC14A2 CASP9 USPL1 CHRM3 SLC2A11 HSD17B4 DUSP26 COX16 HMGCS2 CABLES1 SPOCD1 WDR36 C9orf40 FAM189A2 USP30 SNX14 GLS2 B4GALNT1 REPS1 MRPL44 EIF4E2 USP44 NUDT15 IGF2BP3 KAT7 GAD2 TRMO RNF38 CMTR1 TFAP2A SYTL2 RAB30 NDUFAF1 KIF23 LRRC49 IFI44L CH25H PPIG ABI2 PARP9 INTS14 UBL7 FAM13A NDST4 COPS4 BMPR1B SHROOM3 GSTCD INTS12 GABARAPL1 ALG10 LRIG3 PHLDA1 TCHP FRMD6 SLC38A6 SRP14 MAN2C1 ABHD2 EFL1 ARMC5 NLRC5 KIFC3 OSGIN1 SSH2 SLC39A3 TMEM91 RERE ITGB3BP PIGK MTF2 PPOX NUF2 RGS5 TARS2 RFX5 EIF2D TAF1A EPHX1 EAF1 RBMS3 ECE2 ATP10D CISD2 RPL37 SKP2 RNF145 PHIP TLK2 ZMYM3 RPL10 C9orf72 FRA10AC1 ADD3 DNAJB12 PGAP2 TUT1 NCAM1 VPS51 TBX6 HMGA2 RAD9B MIPOL1 NUBPL VTI1A TEX9 TDO2 DST PDK1 NADK2 GJA1 LMNTD1 MARVELD2 MED21 SYCP2L NR4A2 INO80C CNKSR3 ZNF599 AK5 DISP1 ADAMTS1 ANKRD40 SLC7A7 FZD7 SH3RF2 UBE2L6 ZNF689 SASS6 SEC13 FCHO2 ETS2 AP3S2 RCAN1 NAE1 LYPD5 BSDC1 CFAP410 ZNF66 C19orf47 PKN3 DMKN PDPN OMA1 GFI1 KLHDC8A PUS10 SLC16A14 TDRD10 TMEM79 TGFBR2 GLB1L PRICKLE2 U2SURP IFT122 EXO5 ABHD18 LMBRD2 GRPEL2 GPX8 NSA2 GFM2 GPR85 SLC4A2 BORCS5 BMS1 METTL3 PDZRN4 CLMP DENND2B TK2 HTR3A MS4A8 SNRPD1 COQ4 VKORC1 SMG8 DHRS13 TUBA1A TRAPPC9 ZNF283 ZNF232 MGAT5B ZNF597 TTC21A KIAA1586 ZCCHC4 MPLKIP STX18 LMAN2 PTPN9 CXCL8 METTL15 DTWD2 ZNF35 NSG2 FAXDC2 PFKFB3 SYT9 TADA3 FAM98B ASXL1 ATF7IP ZNF570 MLLT3 TVP23B SCG2 JMJD1C TEFM STARD5 RCAN2 NAA16 OXSR1 TRIB1 DAB1 ZNRD2 FAM174A MSL2 RESF1 FGFBP3 CATSPERD PDIK1L ALG10B LONRF3 PAAF1 MTLN NR2F1 AURKAIP1 RTTN MYO1D CCDC121 CHD9 DLGAP1-AS1 TGIF1 GBA ZNF518A C2orf73 DMAP1 PPP1R42 ZNF354B ZNF223 MAF1 PIPOX SLC36A4 ZNF443 ZFP82 COA4 TSKU SF3A3 TOB2 ARSI PTP4A2 ADAP2 THAP7 TXNRD2 STING1 PDE4B SEPTIN9 BTBD6 PTRHD1 UBOX5 INTS5 METTL7A PBX1 BRWD1 IFIT1 ZNF501 CYP4F3 MIR22HG FSD2 LYRM7 HEXIM1 QRFPR GPR141 RNF220 EXD3 ANKRD19P ZNF383 SRP72P2 RBM34 LINC00910 ADAT2 ZNF567 ZNF527 S100A4 HRCT1 SUPT5H LONP1 ZNF140 ZNF569 IPO4 TCF4 ZNF470 ZNF398 ZMYM1 MAFG MRPL21 GSTK1 HHLA3 ZNF780A ZNF181 ZKSCAN8 B3GNT6 GPN1 TAFA2 GPATCH3 ZNF521 CARNMT1-AS1 TATDN3 C1orf53 CCDC162P EFCAB7 TAP2 DHX16 DCTN1 ZNF425 LINC01460 LOH12CR2 METTL6 ADAT3 REPIN1 ZSWIM7 AC129492.1 PHB2 FASTKD5 TIGD1 UBA52 HDAC4-AS1 RNU6-554P EXOSC6 LGALS8-AS1 INTS6L-AS1 TAF1A-AS1 JPX ZNF25-DT CACTIN-AS1 WDR11-AS1 SCAMP4 THAP7-AS1 LINC02558 AC002480.1 NKAPP1 MAPKAPK5-AS1 SNHG20 APOA1-AS LINC00896 LINC01010 NFIA-AS1 RFX5-AS1 CASC4P1 NME1 LINC02614 ARPC4 AC002467.1 LINC01322 RPL30P11 NEAT1 ZNF585B AP000802.1 STX18-AS1 LINC01091 AL139353.2 SELENOP PCDHGB2 FPGT BRK1 AP003119.2 AP001107.9 PGAM1P5 GIHCG MIR762HG ZNRD2-AS1 WFDC21P LINC02136 LOXL1-AS1 LINC00662 MIR4674 MAFG-DT SEC22B MIR4519 NBPF15 AC005498.2 AC006504.5 AC021683.3 ZNF224 AC010271.1 AC005498.3 AL513318.1 BMS1P4 CD24 HNRNPD-DT MIR8073 VWA8-AS1 RN7SL3 MIR4521 MIR5087 ZNF449_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF449_TARGET_GENES SCYL3 STPG1 SNX11 ST7 REXO5 MYCBP2 ITGAL PDK2 ITGA3 TMEM98 SPATA20 AGK IFRD1 ELAC2 GAS7 RHBDF1 LUC7L MYLIP ST3GAL1 SEC62 CSDE1 BTK FYN TSPAN9 BRCA1 ZMYND11 NUDCD3 GLT8D1 SLC38A5 RALBP1 FHL1 BIRC3 DEPDC1 NR1H3 BTN3A1 PRKCH NUP160 IKZF2 CENPQ ASTE1 PEX3 ADSS2 TUBG2 METTL1 TRIO TNC THAP3 TDP1 DSG2 YTHDC2 C12orf4 HDAC9 COL9A2 ADAMTS6 LTBP1 HEXB LETMD1 BCAR1 FOXN3 TRAPPC3 THRAP3 PTPRN KIF1B ZFR PRDM1 DGKG SNRNP40 TNK2 MON2 POLD1 CASP8 TM7SF3 PDIA5 SEC61A2 EML1 MYO9A IDI1 EVI5 STOML1 DNTTIP2 PDZD4 PRR11 LAPTM4A SIRT2 PITX1 ADAM7 SMG6 POLB ST6GALNAC2 PTPN21 ARHGAP10 ACTN1 ALPK1 LLGL2 KDM5A PTGS2 ST6GAL1 BCS1L HACD3 ARHGEF10L KLHL20 SLC46A1 PAG1 MBNL3 TM9SF3 SIRT6 MCCC1 NEBL THOC1 EPB41L2 RIMS1 KEAP1 RAB21 CPOX DLGAP4 CXCL2 PCNP JMJD4 BZW1 SEMA5B FAT1 ZMPSTE24 HADHA ATRX MECOM HACE1 EIF2AK1 ZFAND6 PPEF1 HUWE1 BAX UIMC1 SH3BP2 TXNDC16 SF3B2 GNAS ERGIC2 FKBP1A SNX5 RBBP9 DZANK1 CDIP1 MLF2 DLD TXNL1 TMEM101 OSGEP RPGRIP1 WDR76 LRRFIP2 SEC22C XYLB BTAF1 CREM EFHC1 ACOT7 ABLIM1 ERMP1 HSD3B7 MED15 BCL2L13 CABIN1 SUSD2 SF3A1 MAPK1 CYB5R3 HMOX1 RBFOX2 FAM118A ZC3H7B KHNYN SDR39U1 RBM23 POLE2 CGRRF1 ATP6V1D PLEK2 CEP128 SRSF5 GSKIP CINP NFATC4 STK4 NOP56 CDK5RAP1 CHMP4B RNMT SMAD7 NOL4 RBBP8 ATP11C BMX JADE3 PIN4 MAGED2 CENPI CAB39L MRPS31 TRADD MAPK3 LYRM1 NUTF2 USB1 ESRP2 HCFC1R1 CIAO3 ANTKMT STUB1 CLUAP1 MAZ RAB11A DTWD1 TGM5 VPS18 TRPA1 DECR1 IKBKB EEF1D MTMR9 NFKBIB TRMT1 TBC1D17 TLE6 PPP6R1 C19orf44 MED26 PDCD5 RPS16 AKT2 HNRNPUL1 BBC3 MRPL4 ATP1A3 MEGF8 CYTH2 TNPO2 KCNN1 RUNDC3B ZC3HAV1 CAV1 DNAJB6 ANKRD7 SSBP1 CHCHD2 PTCD1 NUDT1 TAF6 LSM5 RHEB BCL7B FSD1L TLE4 CDC37L1 TBC1D13 KANK1 RASSF4 TRDMT1 MAPK8 LARP4B SORCS1 CUL2 TUBD1 CDK5RAP3 CBX1 DRG2 UTP6 LGALS3BP KAT2A EZH1 DHRS7B WSB1 TNFAIP1 TMEM97 RAB34 DCUN1D4 UBE2D3 FRG1 AADAT DHX15 NSD2 NKX3-2 TRIM3 RNF141 ACCS VWF CSRNP2 KRT18 SLC38A1 MDM1 GNPTAB C12orf57 PAK1IP1 SMIM8 MED23 CCND3 CUL9 DUSP22 TMEM30A SLC29A1 TBX18 ERBIN HMGCS1 BRD8 LOX APBB3 ARRDC3 SUB1 TARS1 PDE4D BRIX1 FGF1 TTC33 DPYSL3 EHHADH OGG1 ARMC8 GNAI2 SNX4 FRMD4B SLC41A3 FOXP1 EIF4G1 NEK4 FN1 ZNF142 PASK ID2 ODC1 DARS1 NFE2L2 CEP104 AMPD2 ASH1L ARHGEF2 WLS RGS2 SRSF11 MAP7D1 OSCP1 MYCL ACADM SLC2A1 CDC20 IPO13 B4GALT2 DHDDS ZNF541 SLC8A2 KIF14 CFAP94 UBE3D DCLRE1B MYL12B OLFM3 MFSD1 ITGB1BP1 HEATR1 SUPT7L DNMT3A BCL11A EPCAM GPAM WDR11 KANSL1 MTHFD1L NUDCD1 ENY2 CCDC77 HSPH1 FAM53C SIL1 PLS1 WASHC3 SORBS3 LRAT PYROXD1 KCNJ8 ZNF549 POLR3GL LRIF1 SHLD2 ZNF644 RPAP2 HOXA7 MRM2 SLC25A51 CLTA DNAI1 TRIM24 P4HA1 CCDC91 TSFM EEF1AKMT3 COL10A1 PLP1 COQ8B MTRR USP22 GRM4 MAD2L1BP KLHDC3 COL21A1 AHNAK EMC3 GOT2 IRF1 MRPS7 MBOAT7 SDCBP2 DTD1 AP5S1 BFSP1 MGME1 AMOT UBA2 ASL IFI6 ZNF384 UXT INTS11 HELB SEM1 POT1 IFT22 OSGEPL1 LOXL1 MTUS1 AJUBA FOXA1 TEP1 ASH2L TTI2 SYT5 ECSIT BST2 UNC13A UBAC1 SAG TNNT3 ADRM1 ZC3H4 CLIP1 EIF3G ZNF331 SYNE1 GFAP SH3BP5 RPL27 ACLY DIAPH1 C1orf159 ZSCAN5A SELENOS DCAF15 RAF1 IMMT CLUH INPP5K MYBBP1A GRSF1 EIF5A PRMT7 PTPRA ARHGEF11 CTNNBL1 TMCC2 TRPC4 STARD13 SLC39A11 SLC2A11 ZNF767P C12orf29 CA1 SBF2 HSD17B4 MEIS2 KATNBL1 PRPF38B TMEM106C DSG1 DTNA FADS2 WDR36 TBX3 BICDL1 KHDC1 SNX14 GLS2 ITGA7 COQ10A PAN2 NHSL1 REPS1 ZNF670-ZNF695 RC3H1 WASHC4 C7orf25 GPNMB TTC5 ZFHX2 VPS45 BIN1 SLC2A8 CTSV YIPF3 TMEM63B TAF8 C6orf52 RAB30 SULF1 DCUN1D5 TRIM29 FXYD6 MAP2K5 CTDSPL2 UACA STRA6 TTLL7 KYAT3 GTF2B SLC44A5 KIF20B ASCC1 ATIC FASTKD1 SLC40A1 SECISBP2L HERC5 COPS4 GSTCD INTS12 PAPSS1 FGD4 INHBE PHLDA1 TMEM132B SLC15A4 TCHP TARBP2 MAP3K12 MYG1 WDR89 GCNT3 TLE3 ETFA HMG20A MAN2C1 BBS4 POLG MFGE8 NLRC5 CMTM3 TIGD7 GAS8 CLTC ESCO1 ARRB2 ANAPC11 TBCD RPTOR FBXO15 CACNA1A MVB12A ZFP14 TMEM50B ADAMTS10 RERE CNKSR1 ZNF593 SYTL1 ITGB3BP BCL10 STRIP1 ATP1B1 TIPRL NME7 RXRG NUF2 F13B PIP5K1A CERS2 HHIPL2 TPM3 SNAP47 CNIH4 PYCR2 CALM2 WDPCP CDCA7 TAMM41 VGLL4 STK11IP KLHL8 PDGFC SHISAL2B IQGAP2 PAM SLC30A5 ATG12 DDX46 KCNMB1 PCDHB18P RNF44 MMUT PRIM2 RNF217 TMEM181 VWDE CREB5 IGFBP3 TMEM209 TLK2 OGT IDNK SURF4 REXO4 FAM13C HERC4 FRA10AC1 LRRC27 SLC43A1 CELF1 PAK1 NCAM1 TAGLN TMEM219 HMGA2 DCUN1D2 DLG2 UBE3B FAM177A1 NDUFC2 NUBPL EPS8 NCAPD3 ANO4 CCDC74B C18orf25 PDE3B XRCC4 RAB3C MARVELD2 ING1 TMPRSS11D ABI3BP FAM167A ENAH CCDC173 ANKRD40 GRIA1 TMBIM4 GRIP1 VPS37A NAT2 PSD3 KCNMA1 DPY19L4 CCT8 MAP3K7CL BACH1 ZDHHC5 TBC1D31 ATAD2 NSMCE2 ZNF689 FRRS1 GALK2 EIF4A2 ZFYVE9 RBPMS C8A CPT2 CDCP2 GATAD1 CACNA2D3 SLC38A10 WDR19 CFAP251 AUTS2 KCNB1 PPP1R15B NIT1 NDUFS2 CDC42SE2 MIS18A FBXW5 SON RCAN1 ADPGK IRX6 LYPD5 ZNF233 KALRN SLC37A1 PDXK CLDND2 RDH13 SLC25A44 LMNA CPSF4 PSMC2 DMKN ACOX1 JOSD2 SYCE2 NXF1 SLC25A45 NFIA FUBP1 DNAJB4 HFM1 SLC30A7 DNAJA1P5 ATF3 RBM15 B3GALNT2 PUS10 PEX13 ZSWIM2 WDCP PDLIM5 CGGBP1 ADORA1 CLASP2 MNDA NEPRO APBB2 PCOLCE2 SLC4A1AP SMIM12 RNF123 TEX264 PRSS12 HPGD ASB5 NIPBL GRPEL2 ERAP1 ERAP2 KLKB1 NSA2 GFM2 FABP7 TXLNB SFXN1 PDSS2 SAP30L COG5 SLU7 SLC13A4 PEX2 ALDH7A1 INTS8 GEM SNAPC3 ARMC3 MARCHF8 KLHDC2 NEMF PIP4P1 ZNF219 TRUB1 C1QL3 POLL DPCD COPS2 ARIH1 APBB1 USP54 SERPINB7 GARRE1 MAPK7 HDGFL3 MCM7 TK2 TMEM135 B2M GLYATL1 MS4A8 MBD6 CNPY4 ISLR2 SP2 FBXO22 ZNF226 SMG8 ANKRD11 RPL13 ZNF146 ZNF444 TSR1 SRRM2 CTNNB1 PBK RAB4A IRF2BP2 SEPTIN2 REEP4 TRAPPC11 ZNF30 SHOX2 TSPAN5 STX18 NSG1 LETM1 UQCRFS1 CA5B STK32A SLC33A1 PTK2 PTPN9 PLEKHA2 CLIC4 DFFB DUS1L NRG4 HNRNPF AHSP SYAP1 GUSB PUSL1 CNTROB FAXDC2 ELP5 SMAD1 EMX2 DCLK2 GPRC5C PYM1 ELOVL6 DLGAP1 POLH MTSS1 FEZ2 TADA3 CANT1 CLCN5 PDE7B POLR1C ZNF561 TBCA GATM KNDC1 SYNPO ANKRD20A4P KLF11 CALB2 TEFM PAIP1 ZNF131 RCAN2 GNB2 MCRIP2 SYNPO2 ZFAND4 HOXC5 ZNF621 HPSE2 NOC3L PARP14 SNCG TRIB1 MST1 CEP83 C11orf80 C1QTNF1 ZDHHC24 PHLDA3 SLC16A11 CHRNA9 ZCCHC12 ANKRD36C UGT8 TMEM167A FGFBP3 CATSPERD SEZ6L2 FBXW8 PARL HIGD2B TMEM9B ARL10 PCSK1 RFESD GPR152 CABP4 TOM1L2 PRIMA1 CTDNEP1 A2M C11orf16 SLC35A4 HSD11B2 ZNF575 OR4C3 CDK5R1 RUFY1 LRRC37A3 VSIG10 NFATC2IP FBXO46 EPS8L2 PAWR ST8SIA3 C12orf54 GBA NAALADL2 TMEM94 FLII AC025171.1 FAM87B TENM3-AS1 ZNF620 DMAP1 IMPDH2 BOLA1 PLEC NT5DC1 SLC25A20 FAM219B EFCAB13 LINC00324 TCAIM CATSPERE GRM8 PCBP1-AS1 BBS10 PSTK TRNAU1AP FGD6 TPRXL SMG1P3 PITPNB NME9 RNF135 MRPS23 ZNF875 YIPF6 ADIG OGFRP1 GET1 NOP10 RGMA C1S MXRA7 RWDD4 PLCB1 SKA2 CRIP2 SRPRA CADM1 SLC25A21 CEP57L1 WT1-AS GUSBP1 RBM12B ADAP2 UBE2F OLIG1 PCDH9 CLECL1 SRPK3 EFNA5 LPAR5 PDE4B C14orf180 SEPTIN9 RALYL WT1 NOC4L F8 NELFA C5orf47 RPS27L FAF1 DDX51 PGBD2 TMEM105 GAS2L1 HGS METTL7A FAM174B FAAP100 SYN3 DNAH14 SDHAP3 LRCH3 LEMD1 ZNF566 CYP2R1 MTARC1 KLHL32 ZNF501 GNG2 ANKRD20A5P SMIM29 FSD2 KANK3 CMC1 RNF220 ZNF546 HSPA14 SAMD11 TMEM72 FYB2 OR51I2 RUFY4 ZNF383 CFAP77 SRSF10 ZNF548 HACD4 ADAT2 NDUFA4 SF3B3 FSCB CRYM-AS1 ZNF33A DCAF8L2 C15orf61 NEMP2 LCOR EVL ZNF569 SULT1A1 ZNF33B CLPSL2 PPTC7 KPNA5 ANKRD36B ARHGEF12 SLC39A10 ZNF398 ANXA6 ZMYM1 SVIL ZNF786 CYP2B6 ZNF461 H4-16 LEKR1 AVPR1B TMEM229B HSD17B11 HOXC4 WWP2 BZW1P2 TMA16 MDM4 TUSC1 PLXNB3 COLGALT2 CNOT7 LRIG2 RYR3 TSEN15 SPOUT1 RNU5A-1 RNU6-623P RNY3P3 RNU6-1305P RNA5SP515 RNU1-140P RNU6-1283P RNU6-1138P RNY3 RNA5SP259 C6orf99 RAET1G C1orf53 SMIM9 EFCAB7 LIPN GIGYF2 TAP2 LSM2 ABHD16A PSORS1C1 ABCF1 AKT1S1 MIR1915HG MALRD1 TTC25 DCTN1 MFFP3 SYCE1L TMEM256 LIN52 ETFRF1 C5orf51 GMNC C21orf62-AS1 RNPS1 DNAJC19 DOK6 EGFEM1P RNU6V RNU6-1008P RNU6-1013P MIR526B MIR147A SNORD83A MT-TR MT-ND4L RPL22P1 SUPT4H1 QTRT1 CHUK RBMXL1 DDAH2 IRF9 CPNE1 ARL16 PRCD ANG AC009053.1 PPME1 MEG3 CPEB1 ZSWIM8 HNRNPUL2 LINC00680 BASP1-AS1 DDX3X CROCCP2 MIR190B CIR1P3 FNIP1 DNAJA1P4 SNORD110 RNU4ATAC2P FANCG AP4M1 SNORA36B LAPTM4A-DT LINC01767 RPSAP50 IQCF4P MRPL20-AS1 JPX MEG8 DHRS4L1 TRAM2-AS1 RUSC1-AS1 RPL36AP55 FTCDNL1 RPL10AP6 GAPDHP73 SNORD57 ATE1-AS1 EPS15-AS1 WDR11-AS1 TP73-AS1 STK4-AS1 DNAJC9-AS1 DNMBP-AS1 DPY19L2P3 RBM15-AS1 AL158835.1 MTND2P25 LNC-LBCS CFTRP1 MACC1-AS1 HDAC2-AS2 TTC3-AS1 WEE2-AS1 LINC02787 SERPINH1P1 PET100 ANKRD36BP2 ACBD6 LINC01349 MKX-AS1 ZNF341-AS1 CFAP97D1 RPS7P2 IPO9-AS1 NEBL-AS1 TMEM253 TIMM9P2 LYRM9 RGS5 NKAPP1 FHAD1-AS1 AC008163.1 AC108047.1 PBX1-AS1 LINC02535 ZNF879 RPSAP31 LINC01049 JRK LINC02093 EPCAM-DT GAPDHP52 FAM237A LINC01281 APOA1-AS ZNRF2P3 LINC01814 GRM7-AS1 ZBED5 VLDLR-AS1 KCNMA1-AS1 HNRNPA3P5 PITPNA-AS1 SNX25P1 RPS7P12 AL359547.1 LINC01409 LINC01275 LINC00426 UBE2V2P3 RNU6ATAC28P MIR500B AC008040.1 CASTOR1 RN7SL569P KLHL41 PDZRN3-AS1 ZNF542P RPS10P20 LRRD1 RPL17P40 PLSCR5-AS1 PISD HOGA1 RPL7AP31 RPL9P32 EIF6 RPS20P23 ARPIN LINC01206 HLA-DMB SOX2-OT PSG4 PSMD6-AS1 C4orf48 NME2 RN7SL684P IL12A-AS1 KLRK1-AS1 SEPTIN7P14 AP000802.1 OIP5-AS1 STX18-AS1 LINC01962 LINC02117 GDNF-AS1 HAUS5 LINC01411 SRD5A3-AS1 PVT1 STK32A-AS1 SELENOP LINC02882 ZNF550 NUP58P1 SNORA70 RNU5A-4P RNU7-65P RNU2-24P IGHV3-76 LINC01845 AC083973.1 OSGEPL1-AS1 RBPMS-AS1 LINC02855 SNORD87 CAPS2-AS1 AP002495.1 AP003119.2 AP001107.9 RMST OR13A1 AC084880.4 FNTB CHURC1 AC090001.1 HIF1A-AS3 AL356022.1 NDUFB8P1 UBE2F-SCLY LINC00639 NDUFC2-KCTD14 LINC00928 THTPA MRPL46 LINC01491 AL050341.2 LINC01571 C16orf95 AC009065.4 CCPG1 AC010491.1 AC073878.1 LOXL1-AS1 AC133552.2 THCAT158 NFE2L1-DT MIR4463 MIR4522 MIR3115 AP000845.1 MIR4507 RN7SL117P AP005329.1 MIR3140 MIR3613 MIR4674 MIR3143 NARF-IT1 MIR4518 NBPF15 MIR3157 MIR3149 UXT-AS1 ZNF561-AS1 ZNF790-AS1 AC008649.1 LINC00906 AC002115.1 FBXO17 NBPF9 ZNF528-AS1 FMC1-LUC7L2 LINC01480 MRPS35P3 ZNF30-AS1 LINC01145 CFAP206 LYPD4 DUSP5-DT H3P25 UHRF1 ZNF670 ACACA MIR7161 CEP83-DT PCAT14 MIR664A BISPR C13orf46 MIR6860 NCOA5LP AC068587.4 CTR9_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CTR9_TARGET_GENES CSDE1 ZNF207 ALAS1 ABCA7 PABPC1 HNRNPC MYL6 VNN3 ZDHHC8 TLDC2 PGK1 LRRC59 TCERG1 SRSF7 SFPQ FBXL5 AMD1 SLPI IQCN POMT1 RBM39 TPT1 EDEM1 VEZF1 BRIP1 TRA2B MTFR2 TMEM138 HNRNPU SNX22 SYCE2 ERCC3 CCNL1 RPL9 YWHAZ SCG5 TPM4 DAPK3 ZEB2 TAPT1 EFEMP2 XXYLT1 ZNHIT2 BOLA1 H2AC6 PRKAG1 H2BC21 TLR5 EYS MIRLET7BHG BAZ1A RNA5S17 BAG6 RNU6-1 SNORA3B RPL41 RPS15AP11 GAS5 SOX9-AS1 TRHDE-AS1 SCAT8 NOP14-AS1 PDCD6IPP2 MIR4530 MIR5695 CHASERR FOXR2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXR2_TARGET_GENES M6PR LUC7L LYPLA2 SLC39A9 PNKP PHF23 NOP16 MRPL43 SFSWAP NTHL1 WDR18 DHX8 UFD1 TCOF1 FBXW11 RPS5 EIF3I TXLNA CHERP PSMC5 FKBP1A RPL6 GCN1 CDC45 FBXL19 TRMT2A RANBP1 MED15 ANKRD54 EIF3L THOC5 MIEF1 EIF3D AHSA1 ERH SRP54 PRPF6 HM13 MCTS2P PGK1 TSC2 STX4 STX10 C19orf53 RPS16 BABAM1 ATP13A1 PDAP1 BUD31 YKT6 SEC23IP TWNK GTPBP4 GOSR2 CCDC47 FTSJ3 MRPL27 RPL34 CARS1 PSMD9 GTF2H3 EIF2B1 ING4 TIMMDC1 S100PBP RPS25 KANSL1 MTHFD1L TAF12 SERP1 TRMT13 SMUG1 POLR1B ITPA PRDX5 ZNF384 IPPK SLC35E1 SEC14L1 UBAC1 EIF2S3 MED18 PPAN NR1H2 RPL27 DHX30 ARFIP2 TIMM10B UTP3 NIP7 SCO1 LARS1 THUMPD3 YARS1 FADS2 TMEM258 APPL2 DBNL SRSF1 DPM2 RPS6 RSL24D1 KLRG1 DUS3L SERBP1 RRNAD1 MRPL24 ISG20L2 CNIH3 RPL32 EIF2A HIGD2A NDUFB9 TATDN1 EIF3M VIPAS39 IMPACT EME1 EEF1A1 SASS6 USF1 TMEM234 IER2 RPL8 EIF4A1 WDR26 NUP35 SSR2 CWC22 RPS14 DNAAF5 DDX21 ZNF202 TSR1 KCTD5 FEN1 CD2BP2 PCBP1 ADPRM RSL1D1 RPS21 PRSS30P TRMT112 C16orf91 BANF1 EIF1AD CCDC71 PIDD1 RPLP2 RPS27 SH2B1 EXOSC4 PCBP1-AS1 ZNF707 MRPS23 RPS17 UTP11 UBE2G2 P4HB POLR3C SECISBP2 FAM230G SRGAP3 SUPT5H YRDC TRAPPC4 SNHG17 MCMBP C1orf122 DDX42 MTCO3P12 MT-CO1 MT-ND3 KTI12 SKIV2L NELFE ABCF1 RACK1 AL359878.1 RNU6-1 MT-TQ MT-TW MT-TG MT-TR MT-TP MT-ND4L SUPT4H1 COG8 PEX26 NBPF1 TRIM16 VPS52 LINC01715 RPS18 AC016876.1 RPL34-DT SNHG20 ZNF815P ADSL NSUN6 MRPL20 PPAN-P2RY11 MTND6P4 SNHG21 SRP54-AS1 MIR762HG CD2BP2-DT AC093249.6 AC005670.1 AC007216.4 RNF115 MIR4519 MIR4754 TIMMDC1-DT SCARNA16 UBXN8 CCDC9 MRPS26 SAMD10 SURF6 SLFN11 GPR137 MT-ND4 MT-ND1 MT-TL1 SNORD105 MT-RNR2 AL669831.3 MTND4P24 LINC01424 MTCYBP18 MTND5P11 SNORD95 MTND5P10 ZNF322_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF322_TARGET_GENES SKAP2 GCFC2 CROT KMT2E ITGAL REX1BD CDKL3 CCDC124 KIAA0100 TKTL1 SPRTN EEF1AKNMT DYRK4 MBTD1 UTP18 TTC19 ANGEL1 DDX11 CAPN1 MDH1 RALBP1 VIM GRN FAM13B ABCF2 USP2 MAT2B VCAN PNKP AIFM2 MED17 CAPG NOP16 FAM114A2 ATG5 RASGRF1 EPN1 BORCS8-MEF2B RFXANK AP3D1 ANKRD44 MAP2K4 NFYC STOML1 PKM COASY MAST4 CPSF1 MPP5 ACADVL FBXW11 LLGL2 FERMT2 WDR62 TM9SF3 LRCH4 LXN PAFAH1B3 CNOT4 EXD2 DELE1 NFE2L1 XPO1 NUFIP1 WBP11 EPS15 GNAS METTL2A KIZ DZANK1 ARHGAP4 LTBP4 NLRP1 ANGPT2 TMEM101 PPP2R3C SUPT16H SEMA6A SNAP23 CLSPN RFFL GPATCH2 AAAS CREM SYDE2 STX1B MKNK2 SLC35E4 CCDC134 RTCB RPL3 TRMU PMM1 SOS2 ALKBH1 PCNX1 PSMB5 CHD8 PRORP PYGB UQCC1 ARFRP1 PIGU ACOT8 MYL12A XIAP PLS3 PIM2 PIN4 MAGED2 ZNF629 SETD6 CSK TMEM87A ZNF106 SPG11 BRF2 TRIM35 ERICH1 KCTD9 MAP4K1 ECH1 HNRNPL TLE5 POP4 GPI PLD3 APLP1 SYNGR4 ISYNA1 SIPA1L3 SP4 CBLL1 TAX1BP1 PTCD1 FBXO24 IMPDH1 RPA3 NRF1 PSMA2 URGCP PRUNE2 SHB GBF1 STN1 NUFIP2 PIGL RNF167 SLC25A11 DRG2 RAB5C MPP2 PRKAR1A MAP2K6 TNFAIP1 IFT20 RAB34 CLCN3 FBXW7 CEP126 FOXM1 LDHB GCNT2 MAPK14 MDGA1 MDN1 GMNN PERP CCND3 TMEM30A APBB3 HMGCR ARRDC3 PDE4D PRLR TCERG1 RNF7 GTF3C2 PDE1A GCA RTN4 WDR75 DNAH6 PDCL3 HSPE1 FHL2 UXS1 PPP1R7 PASK ICMT CHD5 ASH1L NR5A2 EXOC8 MYCL ZNF684 SDHB IGSF21 RBBP5 GALE ATP6V0B AKR1A1 DR1 ARID1A RPS25 SGK1 SLIRP KANSL1 SNX19 SEPTIN7P9 PAIP2 ZFP30 SORBS3 PTK2B LYPLA1 SCPEP1 ANXA11 NAA60 RECK CISD1 IFT81 RNF11 GIPC1 SNX21 AARS2 H2BC11 EMC3 RNF113A POLR1B CLPP SYMPK FAM110A TMEM53 IGFLR1 ADGRE2 AAMP PNKD PMS2P3 RAC2 PRKRIP1 PDE11A GAD1 PALLD NGDN TTI2 LDLR APOE COLGALT1 ARPC1B OLFM1 SAMD10 CYP2G1P CCDC62 ZNF227 GSE1 SH3BP5 SLC6A6 KIF3A RARA DLG4 POLR3F ZSWIM3 CHRM3 PEMT GPALPP1 TBC1D8B BEX1 MKRN1 HSD17B4 ELP3 MRO RTL8C PUM1 APC HRK TES CDK4 AFG1L ALDH1L2 USP44 DDX56 NMT1 SCN2A GALNT5 EPRS1 ATP6V1G1 WDR38 TSTD2 NCBP1 MYC IL11RA GGH YAP1 CTDSPL2 ITGA11 TUBGCP4 UACA LHCGR KIF20B SEMA7A BMPR1B PPA2 PAPSS1 PARVG TAPBPL PEX5 TMTC3 NEDD1 EFCAB11 ZSCAN29 NCOA2 PML SEC11A PCTP TAF4B IMPA2 EIF4A3 TRIM65 MISP3 MVB12A SIRT3 TMEM50B CAPN10 FHAD1 ITGB3BP PTPRF MTF2 RGS16 CGN SNX27 RFX5 GOLPH3L EIF2D SLC39A1 ILF2 RIT1 CEP170 WDPCP HSPD1 RBMS3 CCDC39 STXBP5L ATP10D TBCK CYP4V2 MYO10 RPL37 TRIM41 HIGD2A CRIP3 RPL7L1 CREB5 SH3KBP1 SLC16A2 ZNF182 FBXO25 RPL10 DOCK5 ERLIN2 CDKN2A UGCG REXO4 COMMD3 HERC4 CNNM2 PAMR1 CDH22 LTO1 MRPL49 FAU VPS51 ARID5B DLG2 UBC ITPR1 CACNA2D4 TMEM18 NBAS PARP8 DST SMPD4BP SH2D6 ZNF547 SPEF2 CCNO DNAI4 CYRIB RPIA NUS1 PITPNC1 CXXC1 CDK19 HK1 GALK2 VPS26C TMSB15A PPP1R9A COPG2 RCAN1 UBE2Z ZDHHC1 ZNF230 ZNF362 FAM189B CPSF4 SQSTM1 MGAT4B NPHS1 THAP8 PRPSAP1 LARP4 TEDC2 ZYG11B AK4 DNAI3 IER5 BPNT1 SPATA17 MRPL55 WDR26 PUS10 PEX13 PRORSD1P CCDC138 ZSWIM2 CDC42EP3 TGFA CGGBP1 ELF3 GLB1L KIAA1143 ZMYM6 RNF168 AIMP1 DUSP7 HAND2 HHIP ZNF474 CCDC112 F2RL1 SERINC5 ERAP1 CDCA7L ALDH7A1 RPP25L METTL2B METTL27 BRWD3 DEPP1 GFI1B NDRG2 PACSIN3 SVOP NDUFB8 WEE1 PRKCB MBD6 SGSM1 ENDOG TSR1 KLK4 MGAT5B ABCA3 C2CD3 SETD5 VASN IRF2BP2 MMADHC STAT3 NDUFS5 CNNM3 FSTL5 CEP120 ZNF764 USP38 FAXDC2 CRTAP SEMA3E GPRC5C S1PR1 MFN1 CHD7 PDE7B SPACA5 ETFDH NEUROD2 CTPS1 ZNF217 THOP1 ISG20 ZNF131 HINFP TP53RK MUS81 CFL1 RAB37 OXSR1 DCAKD MZT2A TNKS PPP1R14B JUP HAP1 PLK3 PHOSPHO1 C11orf45 TTC9B HRAS ZNF654 CENPS TMEM9B POLD4 LINC00476 SLC35A4 TMEM39A PRR15 CNTD1 NCKAP5 JUN GBA DMAP1 COX14 DTX3 ZHX2 TMEM52 EIF3K TMEM107 DAND5 APOBEC3B LINC02870 FZD2 EMC3-AS1 RNF182 MRPS23 SIAH2 LSM10 KCTD9P2 TDRKH ERCC6L2 CYB5D1 SPACA6 PLCXD1 TRAPPC6B C12orf60 NAA38 PSMG1 ZNF438 TRAIP TTC32 SMTN VPS33B TSSC4 FOXO4 ZFP1 PDE4B NELL2 CDCA2 NDUFA12 MAFF FAF1 RBM11 TEDC1 IFNLR1 PSMD13 PBX1 MYBL1 SPIN2B HYAL3 TMEM17 FNBP1 EPOR C17orf97 TCEA1 LINC00265 FAM230G SRSF10 PNRC2 ZNF250 POM121 PTPN1 MAN2A2 TRAPPC4 H2AC11 ZGPAT SLC22A5 ZNF790 MIER1 OGA YTHDF2 ARMH1 ZNF43 ZNF627 CTNND1 DDX39B CEP290 MTCO3P12 PNP RNU5F-1 VTRNA1-3 GPR160P1 LINC00963 ZDHHC18 PFDN6 BRD2 SKIV2L NELFE MSH5 ABHD16A MIR1915HG ATXN2 GPR20 C4orf46 DGAT2L7P AC004980.1 LINC00634 C5orf51 THUMPD3-AS1 RNU6-163P TRAV6 TREX1 EMP2 CSNK1E AP1G2 GANC MYCBP PRCD SH3D21 VPS33B-DT MEG3 ZSWIM7 MIR99AHG TMEM167B ZNF579 LINC01881 UBA52 CCDC18-AS1 DNAJC27-AS1 OACYLP AC009518.1 LINC00337 SNORA71A TMEM30A-DT LINC01276 WDR46 FALEC MIR34AHG ITPKB-AS1 HDAC2-AS2 HOTAIR LINC00459 GTF2IRD1P1 DST-AS1 DIRC3 FAAHP1 DYTN GPX1 PDXP-DT CYP2T1P DDX39B-AS1 LINC01135 SHISA8 EPN2-AS1 SMIM27 GNAS-AS1 HCFC1-AS1 OLMALINC RBMS3-AS3 PRRX2-AS1 KRTAP10-13P AL354761.1 IMPDH1P4 GS1-124K5.4 LINC00674 RFX5-AS1 ABCA17P SNORD13 CASTOR1 CASTOR3 KMT2E-AS1 AC091390.3 PDXP AC141424.1 TMEFF1 FABP5P3 SLC5A4-AS1 MBL1P SOX2-OT STMP1 RN7SL352P NAA80 ZNF512 DDX11-AS1 FLJ12825 C8orf34-AS1 LINC01411 KRTAP5-14P ZNF564 CHCHD10 LINC01596 AC010255.2 CENPS-CORT HOXA-AS2 AC011379.2 AP003068.2 LINC02695 MPV17L2 TMEM9B-AS1 BORCS8 MSH5-SAPCD1 KLRC4-KLRK1 TRAPPC2B LINC02698 PGAM1P5 FNBP1P1 AL359317.2 EFL1P1 AC106820.5 CCPG1 LINC01238 TMEM202-AS1 C15orf65 NFE2L1-DT RDM1P5 BAHCC1 STRADA MIR4418 LINC00663 AC006213.1 ZNF56 MIR4453HG FBXO17 HSPE1-MOB4 RPSAP75 AL031055.1 AC013400.1 KMT2B POM121C DCP1A DUSP5-DT TMEM167B-DT NOL12 LINC01730 H3P25 MIR6796 MIR6880 MIR6835 PCGF2 PSMB3 RDM1 LINC01232 ARHGAP33 TBPL1 TDP1 ARID1B KMT2C SPAG4 VMP1 RNF4 SPTB LIMS2 SLC46A1 UBE2D4 APLP2 MAP3K4 PHACTR3 KDM2B SEC22C FBXL19 PPP6R2 PACSIN2 ASCC2 KHNYN PSMC1 TNNC2 SMAD7 TSC22D1 HOMER2 URI1 DNASE2 STX1A MRPL32 TLX1 ALDOC SCNN1A ATN1 LOX GORASP1 SF3B1 HDLBP TRAK2 PLEKHA3 TMEM59 ZBTB17 NT5C1A ERI3 CA14 DENND1A IDE MXI1 DESI2 CDKN2C OBSL1 GRM4 EML2 TCF15 PTPN12 LRFN1 CDC42EP1 PODXL DOHH ECSIT ADRM1 MAP3K10 AKAP12 F12 RAB11FIP4 C19orf12 LPIN3 IRAK2 DTNA OS9 IL6 SCN7A TANK ADCY3 PPM1B FBXO11 SEPTIN11 SLC38A4 CBLN3 VPS53 SGSM2 ZMYND15 BARHL2 GPR161 NDUFS6 TNIP1 TRPT1 HIRIP3 PRSS23 TIAL1 SREK1IP1 TMEM87B TOMM70 DIPK1A CNNM4 H2BC5 SON RSPRY1 ST6GALNAC6 NTN3 KLHL21 INAVA ARIH1 IQCD PLEKHA7 PIP5KL1 CDK12 POLR2G LIMS1 TMEM126B ZDHHC16 MRPL36 FGG CXXC5 ZNF540 GXYLT2 CCDC106 ZBTB4 SLC16A11 CCDC57 ANKLE2 WDR73 PPFIA3 GRB2 SERTAD2 EXOC3 TP53TG1 KLRC4 ACSM2A ALDH1A3 TMEM120B SLC35E2B SPATS2L SEMA4A PPIA NCOR2 MRTFA H4C11 NMB PHETA1 CALM1 ZNF277 STKLD1 MIR365A LINC01562 FOXO6 MAFB C2orf72 HLA-DMA HCP5 SNORD60 MIR615 SNORD83B CLIC1 ST7-OT4 CD27-AS1 UMAD1 MIR1915 PRRT4 LINC01703 LINC01623 RPL23AP19 AL669831.3 CDK8P1 PROX1-AS1 RPL27P7 HAND2-AS1 GFOD1-AS1 CCDC39-AS1 SMURF2P1 SUMO2P17 SRP14-AS1 HHIP-AS1 MTND5P11 SRD5A3-AS1 RNU7-174P MIR124-1HG LINC02489 SNHG19 AC005837.1 CLCA4-AS1 MIR4744 DND1P1 MIR4638 AC067852.2 LINC01775 AC008736.1 ZNF224 EGLN2 DPPA3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DPPA3_TARGET_GENES PDK3 RIMS3 GLIPR2 SRRM1 STX6 ROM1 EML3 COPS8 KDM7A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/KDM7A_TARGET_GENES GCLC SEMA3F CD99 HS3ST1 CFLAR SLC7A2 FKBP4 RBM6 GCFC2 KMT2E MYCBP2 ZFX KDM7A IFRD1 COX10 MARK4 PAFAH1B1 ST7L LUC7L PIGQ CRAMP1 JARID2 MAPK8IP2 RPS20 REV3L ELOA PTBP1 RABGAP1 MAP4K3 SLC25A39 CLK1 ANGEL1 COX15 CCDC88C ZMYND11 BID MATR3 RUFY3 TTC27 PHLDB1 SAMD4A RNF10 ZNF839 GCLM VIM FAS PRKCH BRD9 ARID4A IFT88 ZCCHC8 RNF19A SH3YL1 RIPOR1 RAI14 STAU2 PHF23 JADE2 CTNNA1 PREX2 WDR37 POLR2B KATNIP WWC3 CELF2 FAM120A RCN1 BCAR1 HOMER3 AP5M1 TRAPPC3 PHPT1 OPN3 TBC1D22A TAB2 KMT2C PUM2 ZFR MTA3 CDK14 UNKL PARP12 CTDP1 YBX3 QSER1 GPC1 FAR2 HMG20B ZNF76 KARS1 CYB5R4 CDK13 YBX1 NFYC MSANTD3 ARFGEF1 IDI1 TRAM1 PKM MEF2A ATP11A TTC7A IFT80 PPP2R5B DNAJA2 BCL3 KCNAB2 ATP1B3 NEDD4 MAPK6 RAB27A PFN2 TMEM260 EXOC5 FSTL3 MNT JMJD6 CSNK2A2 CDC42 WDR1 ARHGAP10 TRIP13 TCF3 DAZAP1 LIMS2 MPP5 ACADVL FBXW11 ALPK1 MGLL BCS1L NUAK1 DPP8 ZNF532 ENO1 TIPIN MARK3 FNDC3B TMEM131 BCAP29 KLHL20 TRAF4 MCAM GTF3C1 IL4R LRCH4 FGFR1 SYNJ2 GNB1 NRDC TP53INP2 SDF4 RUNX1T1 TNS1 EPB41L2 KEAP1 SMARCA2 HSP90AA1 MAGI3 STK17B BZW1 EPB41L3 COBLL1 ERC1 XPO1 PALB2 KAT6A CYLD ZNF264 YTHDC1 NOA1 APLP2 HADHA WDR47 DDHD2 SEPHS1 MTMR2 SRRT NLK ATXN7L3 ADD1 GNAS PTHLH DOCK9 KIF9 PPP1R13B DYNLL1 RPL6 TMEM230 RPLP0 GRAMD1A MLF2 ZBTB25 SLC9A1 PAPOLA STRN4 TFAP4 PABPC4 PLEKHG2 LAMB1 WDR7 TXNL1 FH CDV3 HECTD1 SNAP23 EZR MFSD11 TGFB2 LRRFIP2 HOOK2 PTGS1 WAC HIVEP1 HSP90AB1 ZNF184 SIRT1 JAK2 OCEL1 FBXL19 BCL7C MKNK2 TRMT2A RANBP1 MED15 MMP11 MAPK1 PPM1F MFNG SLC25A1 GGA1 PATZ1 MICALL1 HSCB JOSD1 POLDIP3 SBF1 RHBDD3 CHKB PDGFB TNRC6B KIAA0930 TRMU BRD1 NIN AHSA1 ITPK1 PPM1A SIX4 HIF1A SRSF5 EIF5 DICER1 YY1 PABPN1 RABGGTA PLTP PCIF1 PSMA7 DIDO1 NKAIN4 ARFGAP1 CDC25B CCM2L PLCB4 POFUT1 NOP56 PPP1R16B USP14 CEP76 RNMT SMAD7 ANKRD12 RBBP8 NDFIP2 SUPT20H INTS6 DHRS12 CENPT TSNAXIP1 VAC14 HAS3 HSDL1 TAF1C COTL1 NME4 FOXF1 FBXO31 UBE2I PIEZO1 GSPT1 EARS2 ELOB HMOX2 BFAR MAZ LACTB CORO2B CSK RAB11A CD276 ZNF106 TJP1 ZDHHC2 BPNT2 JPH1 GDAP1 NDRG1 SNX16 GSDMD EEF1D SLC39A14 TNFRSF10A KCTD9 HNRNPL CLASRP FCGRT PLEKHJ1 IL4I1 PTOV1 NOVA2 OLFM2 PDCD5 DYRK1B AKT2 EBI3 HNRNPUL1 BBC3 RPS19 RABAC1 CYTH2 MIER2 TNPO2 PDE4C FKBP8 SUGP1 GSK3A TFPI2 NAMPT HBP1 DUS4L ZC3HAV1 CAV2 CAV1 LMBR1 HOXA1 LFNG GRB10 HSPB1 PTCD1 FBXO24 GLCCI1 EZH2 GLI3 URGCP TMEM248 SEC61B TLE4 DNM1 TBC1D13 CREB3 UBE2R2 EXOSC3 GATA3 NSMCE4A ARHGAP21 GTPBP4 EDRF1 CCNY UBE2S RPL28 GIT1 UBTF CASC3 TRIM37 KPNB1 RECQL5 CAMTA2 MED13 RAI1 C1QBP SYNGR2 DDX5 MLX PTGES3L-AARSD1 DUSP3 SLC16A6 TNFAIP1 IFT20 TMEM33 DCUN1D4 UBE2D3 NDUFC1 GAB1 STIM2 MFSD10 SNX25 NCAPG ZBTB16 HSPA8 ATG2A KMT5B PANX1 HIPK3 MDK P3H3 COQ5 ASIC1 CAPRIN2 MVK TNS2 FOXM1 VPS29 SLC38A1 CAND1 CPSF6 GAPDH CHD4 TPI1 ATN1 LDHB TDP2 MCM9 MAN1A1 MAPK14 SRSF3 SOD2 MRPL18 CCNC ACOT13 SMAP1 SLC39A7 QKI PDE10A DUSP22 TMEM30A NNT CNOT6 ARRDC3 PPP2CA NR3C1 MACROH2A1 DPYSL3 SMAD5 STC2 DBN1 SLC25A36 ACAP2 TFG NCBP2 SLC41A3 KLHL18 GORASP1 FOXP1 EIF4G1 SPCS1 FAHD2A NCL ACTR3 SF3B6 FNDC4 GRB14 SPTBN1 USP34 KDM3A ZNF142 IL18R1 ABCB6 HDLBP PASK ID2 NOL10 PRKD3 DCAF17 NFE2L2 MSH6 PARD3B MORN1 PHF13 PARK7 ASH1L MFN2 GADD45A RGS2 SRSF11 PLEKHM2 MTR GALE APH1A ATP6V0B NSUN4 MTFR1L STK11 KMT2A DDX59 CAMSAP2 NRP2 KLF7 MYL12B FOXO3 TGIF2 PKD2 UBN1 ELL2 PIGZ CCDC92 PTBP3 RAD23B SET PHF19 ALG2 ZBTB45 LTBP2 DNMT3A ATL2 YPEL5 YIPF4 LGALSL MXI1 SMNDC1 ARMH3 KANSL1 PANK3 GRIA2 TCP1 ENY2 WBP4 ELF1 SERP1 ARL1 SOCS2 NFYB LYPLA1 COPS5 AKAP1 COIL TRIM25 ABCC11 TENT4B RNF2 KHDRBS1 MTERF4 RBBP6 ANXA11 SHLD2 RPAP2 HERPUD2 CBX3 HNRNPA2B1 CLTA KIAA1549 TRIM24 DDX54 ITPR2 ATF1 IKZF4 AMD1 METTL8 AGO2 ACSL3 PLCG1 ARFGEF2 ZNFX1 PPP4R1L NAGK USP22 MRS2 WRNIP1 SERPINB6 XPO5 SLC35B3 NUP153 DEK SH3TC1 RAP2A MRPS7 GGA3 BARHL1 SLC2A4RG PPDPF INSIG2 PANK2 RBCK1 BFSP1 DSTN ITPA RALY AGO3 PCID2 CAPNS1 UBA2 STAT5A ZNF384 ZBTB1 RAB3IP DYRK2 HP1BP3 SLC35E1 MACF1 RNF6 PTPN12 POR STYXL1 KDR DGCR6L YWHAH MPST LRRC4 SMO MYO1B PSMG2 TTBK2 COPB1 SUMF2 DCTD PHF20L1 ADCY4 HEATR5A RNASE1 REEP5 SEC14L1 ASH2L CDKN1C KLF16 PGAP6 MAU2 PHF10 DOCK6 SAFB2 MTRES1 AFDN MAP1S PXDN GDF15 CAMSAP1 UBAC1 TAF4 CHMP2A UBE2M TRIM28 GMFG MAP3K10 SHFL EMC8 GSE1 NFATC1 HAUS8 ADGRE3 MGAT1 UBE2D2 ACAP3 C1orf159 TRAF7 RARA SCLY CLUH INPP5K SEC61G ANKRD17 H3-3B EIF5A KDM6B GPS2 DLG4 FLOT2 MTSS2 ARHGEF11 ZBED3 PATJ SCO1 TPT1 MKRN1 AGAP3 E2F5 SBF2 ZFC3H1 SARAF VRTN EDEM1 MEIS2 CEPT1 PPHLN1 ARF3 SLC38A2 PLEKHA8P1 ROCK2 RBM17 IL15RA DTNA COL4A2 NREP ISCA1 P2RX4 BICDL1 ADGRB3 HTR1B AKIRIN2 MAP3K7 PHF21A NAT10 CAPRIN1 CD63 GDF11 TSPAN31 HNRNPA1 CD164 PKIB NMBR MICAL1 RAB11FIP5 URB2 TAF5L LAMC1 CAB39 COX5B TSGA10 VPS36 THSD1 SPRY2 IGF2BP3 RAPGEF5 IREB2 LIMD2 HLX SAP130 ECPAS KLF4 TOR1A SLC31A2 ANP32B APTX DNAJB5 TMEM63B SLC22A23 FLOT1 CPEB2 CREBZF LRRC32 GGH SLCO5A1 SLTM THBS1 RPLP1 BCAR3 HADHB ACTR2 FBXO11 DUSP5 NAB1 OLA1 ITPRID2 FAM117B ITGAV HNRNPD BMP2K G3BP2 CNOT6L FBN2 SINHCAF AEBP2 ZCRB1 PRICKLE1 PEX5 LRIG3 SLC15A4 RITA1 MMAB ACVRL1 NABP2 CSAD RB1 SETD1B RBM26 CUL4A WARS1 TCF12 SERF2 BAHD1 TLE3 ANP32A UBE2Q2 NCOA2 MAN2C1 TPM1 IGF1R CELF6 HAPLN3 DET1 ZNF710 FURIN GLYR1 PARN ADAMTS18 CMTM3 ZCCHC14 TCF25 GALNS GAS8 UTP4 PCTP C17orf80 SSH2 ARSG AFG3L2 SLC16A3 FOXK2 ZCCHC2 SAMD1 DPP9 APP WTIP TIMM29 EFHD2 RPL11 LMO4 POGK MPC2 DCAF6 TMCO1 SETDB1 MCL1 PI4KB ANP32E DUSP10 ATP8B2 JTB UBAP2L CEP170 ACP1 DEGS1 ARF1 CDC42BPA PSEN2 LBR SOX13 HNRNPLL MEIS1 LIPT1 PKP4 COPS7B CTDSP1 RPL32 PHLDB2 TMEM44 TCTA FIP1L1 USP53 NAF1 PDGFC CYP4V2 MARCHF6 SSBP2 FBXL17 RNF145 FBXO38 G3BP1 GFOD1 FAM193B TBC1D32 WTAP ZMYM4 MDH2 NIPSNAP2 TLK2 KDM6A MFHAS1 HMBOX1 SLC25A37 TACC1 NSD3 ADHFE1 LRP12 EIF3H UHRF2 FBXO10 AOPEP SURF4 MED22 REXO4 CIZ1 LRSAM1 NACC2 PARD3 ZEB1 HERC4 TCF7L2 MTG1 HSD17B12 EIF3M SSRP1 CCDC82 SERPINH1 PAK1 RPS3 ZC3H12C CPSF7 EI24 SIDT2 TMEM25 LSM14B LTO1 DCUN1D2 TMCO3 PIP4K2A CRIM1 UBC NGLY1 RAD9B CSNK1G3 VIPAS39 FRMD4A VPS26B NCAPD3 TEX9 NR3C2 INPP1 WWC2 BICD1 CACUL1 DST BEND6 MGAT5 TCF7L1 RPP38 PAN3 HNRNPDL ADGRA3 CARHSP1 BCL2L11 CAST AHCTF1 TMEM87B CCDC148 RBMS1 LPCAT1 NMRAL1 UBALD1 ING1 FBXL2 CEBPG MSI2 CABYR DNAAF1 PRKCA LONRF1 SH3RF1 ATP5PF GABPA ADAMTS1 PLCL2 PPP4R1 MMS19 MARVELD1 GOLGA7B MOV10 DBI SLC16A1 PSD3 GNAQ DRAM2 HK1 ZDHHC5 KAT6B PHKG2 LHFPL4 PDE6D EIF4A2 BRPF1 NRG1 HTR5A DDX19B DYRK1A SLC35B2 C2CD2 PSMG3 SPPL3 SKI WIPI2 AGAP1 RHPN1 MRAS ABHD3 CDC25C KCNB1 GDPD5 RNF166 CCAR2 CACHD1 UBE2Z SNF8 PTMS AMFR CTBP1 ZYX CCDC117 CALM3 NR2F6 WDR4 NDUFV3 HSF2BP CSTB TRAPPC10 LSS MCM3AP DIP2A SHKBP1 TAOK1 UBE2Q1 LMNA PPP1R35 CPSF4 LRRC14 SQSTM1 MGAT4B RPL8 MAML1 SRSF2 AQP5 ZNF653 RNASEK-C17orf49 BCL6B EIF4A1 SPSB3 NXF1 SYVN1 LRP5 USP24 KLHL21 CAMK2N1 SNX7 VCAM1 ZNF496 NCSTN PKDCC MRPL55 MEMO1 SGCB LYSMD1 SCNM1 CDC42EP3 TGFA TDRD10 CCNYL1 YY1AP1 EOGT ATP1A1 FSTL1 IGFBP7 STT3B RPL22L1 ICA1L PPP4R2 THOC7 ATXN7 TIPARP CCNL1 SMIM14 ZNF513 SMIM12 SNIP1 SLBP SGMS2 DNAJB14 PLXNB1 SHISA5 SPRY1 HSPA4L DUSP7 SAP30 GASK1B NAA15 HHIP ANAPC10 OTUD4 NIPBL RNF180 ADGRV1 STARD4 CCDC112 ESM1 CFAP97 CCDC127 SAMD3 TMEM200A GALNT10 SAP30L COG5 ZNF12 CDCA7L BRI3 DNAAF5 INTS1 SLC4A2 FASTK TMUB1 YWHAZ SNAPC3 HDX OTUD1 MARCHF8 CFL2 INPPL1 LRR1 RPL36AL ZNF22-AS1 KLHDC2 VDAC2 DIPK1B HTRA1 SPRED1 FBN1 DEPDC4 BAG5 CUL5 TAF10 GARRE1 SERPINB8 RPL27A DENND2B CDYL2 PRTG AKIP1 ZNF143 WEE1 HDGFL3 TK2 B2M ANPEP TERF2IP CLPX MTMR10 EVA1C MBD6 PBX3 SAMD14 COQ7 CDK12 GPX4 MIDN TRAPPC2L ANKRD11 KMT2D TUBA1C LENG8 HDGFL2 ZNF444 TLCD3A OTUB1 TMEM88 FTH1 SLC3A2 TTC21A CTNNB1 SF1 MAP4K2 SETD5 RBPJ BMI1 IRF2 SEPTIN2 DTYMK ATG4B ATXN2L HEXIM2 FNTA TRAPPC11 CDKN2AIP TSPAN5 CHTF8 ATOH8 USP39 TMEM150A HNRNPH1 SLC25A6 CHST14 MN1 CD2BP2 SLC50A1 EFNA1 PTK2 ZEB2 BNC1 DFFB SPNS1 FASN DUS1L GPS1 RFNG TAPT1 UGP2 PCDH7 ROBO1 ZFPM2 ZNF768 ALCAM UBE2E3 NIPA1 ADPRM PWWP2A UBB SMAD1 NPAS2 CDH2 COMMD5 ACYP2 POLH KBTBD2 LSM3 MTSS1 S1PR1 MFN1 TADA3 EXOSC1 ZNF581 ASXL1 PTGER4 CXXC5 ZNF274 BPTF PLEKHG5 CTPS1 PWWP2B FRMD5 RAB33B KLF11 PAIP1 GNB2 IL17D ZNF24 BANP PDE3A WASHC2C ZMAT3 MUS81 PURG TMEM217 TMCC1 SH3RF3 RELA HECTD4 CKS1B AHSA2P MMRN2 MAP3K11 PPP1R14B VEGFB NABP1 CCDC106 NUDT4 LRFN4 RCE1 JUP PLK3 HOXB2 XXYLT1 CTU2 ADCY6 ZBTB4 PHLDA3 LIG4 MSL2 RPL15 HRAS SRP72 CEP135 GLMN YIF1A KLC2 CTBP2 CHST2 SNHG29 PDIK1L CTDSP2 TP53I11 SMAD2 PPP2R2D DRAP1 C11orf68 RAB6A SUGCT MSRA SWI5 HOXD8 PLEKHF2 ORAI3 B3GALT6 TMEM39A SPHK1 RPP38-DT CLK2 WDR25 AC008969.1 B3GNT5 MEX3C BDNF CDK5R1 RUFY1 MIR7-3HG METRNL WSB2 PXMP2 SIX5 ZBTB34 PUS1 GATD1 MAN1B1 FLJ13224 HIC1 ZFAS1 PAWR NR2C2 SLC25A22 RABEP2 TBL1XR1 PGBD5 CD151 POLR2L AP3S1 UBE2N RIC8A NDUFAF3 DALRD3 LCORL SH2B1 ZNF354B AC068473.1 PARP10 GRINA THBD DPY19L3 TAF7 ZBTB7A SELENOW RCC2 CYC1 RAD23A PTPN11 WSCD1 FJX1 LACC1 FLJ37453 PCBP1-AS1 MYADM MROH1 PDXDC1 R3HDM2 PUF60 TSHZ1 TDRP RCC1 GAS1 NRIP1 H2AC6 H2BC4 TMEM64 SMG1P3 SLC36A4 CUEDC1 D2HGDH FKRP METTL23 SLC26A11 POLR2A ZNF467 DIPK2A MACIR RFX7 RNF41 ADO SNRPE TMEM259 DEXI ARL6IP4 EXT1 UBE2E2 FIGN YBEY FES GLRX5 MFSD5 TSKU ANXA2 RPS17 TMEM198B CRIP2 C16orf72 EWSR1 GJC1 NAA38 PTTG1IP DAZAP2 JRKL KIAA2026 SF3A3 SH2D7 PRR14L NDUFB1 UPP1 TRIM52 TBK1 CHEK2 RBM12B NPW DENND5A DIABLO TSPYL2 OAF TSSC4 TACSTD2 ZDHHC23 EFNA5 CSF1 DUSP8 CLDN6 UBE2G2 BTBD6 SUMO3 NOC4L MAFF BRF1 DDX51 UBALD2 ZBTB37 ARL15 HGS TNFAIP8L1 MRPL40 ZFP36L1 BRWD1 EP400P1 MOSMO YTHDF3 MORF4L1 DMWD PIGP PTCH1 ZNF267 IRS2 C2orf76 BCL9L ZNRF1 ZNF555 RPS23 INSIG1 SEPTIN10 UBE2H KTN1-AS1 TRABD2A POFUT2 ZDHHC17 PPARA NAP1L1 SESTD1 COL4A1 PTMA SIRT7 USP7 ARL4C C11orf95 MAPK12 PRKAR1B NOXA1 MSL1 FAM120AOS UTS2B SF3B3 HMGB1 LCOR CD55 LONP1 ZNF140 EPHB4 TSC22D2 ZNF775 SULF2 TCF4 CD47 TLE1 NHLRC2 ARHGEF12 PDLIM7 SRGAP1 ANXA4 METTL9 PCBP2 SLC25A29 GTF2E2 SYNGAP1 SVIL LRP10 VEPH1 PDGFA MYO5A RAB40C PIGN SPTAN1 PHF2 RPS26 MCMBP H4-16 INKA2 NKIRAS1 C1orf122 ZNF84 GRK6 ZBTB14 HIBCH TFDP1 RPL23A SDAD1 WWP2 YTHDF2 BAZ1A COPS8 NCOA6 DLL1 LDB1 ZNF521 HMGN2 STKLD1 DCLRE1A L3MBTL3 PJA2 MIRLET7I CHML SERTAD4-AS1 SNHG5 LRRC37A5P BMPR2 BRD2 HLA-DMA ZBTB12 ABHD16A GNL1 TRIM39 TBC1D8 ATXN2 FBXO48 ZNF783 TRIM13 PSMB10 E2F4 PDE7A IPO7 SMG1P2 CHKB-DT HMGN1 DPF3 AL359878.1 RNPS1 ANKRD28 THUMPD3-AS1 SNORD101 MIR191 SNORD12C SNORA48 SELENOH MIR762 LINC01089 ZNF580 NUP62 SFT2D2 CEP43 RPS29 KCTD11 LINC01521 CSNK1E REPIN1 TSPAN4 CPNE1 ARL16 ZSWIM7 HOMEZ NPEPL1 MIR933 PAM16 RNASEK FAM228B MTMR9LP PPP3CB-AS1 C6orf226 PPP2R2A TIGD1 LINC01465 CCNL2 SNORD12B LINC02142 IL10RB-DT LGALSL-DT EDRF1-DT CCNT2-AS1 PRR29 MRPL20-AS1 LINC02776 MIR137HG BAIAP2-DT PARD3-AS1 SLC16A1-AS1 ARHGAP29-AS1 BSN-DT DANCR KLLN RBM26-AS1 LINC00866 INKA2-AS1 SNAP25-AS1 RBM15-AS1 FAM174C MYADM-AS1 TNKS2-AS1 PATL2 ATXN1-AS1 HOXB-AS1 BZW1-AS1 PSMG3-AS1 PPP5D1 ENO1-AS1 HCG18 KLF3-AS1 MAP4K3-DT RB1-DT LINC-PINT TMEM44-AS1 IPO9-AS1 TRAF3IP2-AS1 DARS1-AS1 TAPBP TMEM253 NDFIP2-AS1 YBX1P7 TGFB2-AS1 VPS13A-AS1 UBE2E2-AS1 LINC00472 UFL1-AS1 AL591368.1 KRTAP5-AS1 CTC-338M12.4 EIF2AK3-DT ZFX-AS1 GAS5 SEMA3F-AS1 ID2-AS1 ITGA9-AS1 FBXO30-DT DICER1-AS1 TTC28-AS1 MYCBP2-AS1 COX10-AS1 LINC01424 PITPNA-AS1 INTS6-AS1 Z97634.1 ZEB1-AS1 ZNF503-AS2 RGL2 WAKMAR2 GFOD1-AS1 FAM21FP LINC00674 CD81-AS1 SNORA13 SNORD42B SNORD54 RBM14 PPP1R35-AS1 MIF HOXA11-AS WWTR1-AS1 ARPC4 AC006252.1 IL10RB RN7SL832P DNAJC25-GNG10 LIFR-AS1 IGFBP7-AS1 A2M-AS1 MALINC1 AC105285.1 SAP30L-AS1 H2AZ1-DT AP000866.1 RORA-AS1 AP000787.1 AC107959.2 AC010198.1 EXTL3-AS1 ZNF84-DT AC079089.1 AC100861.1 SOCS2-AS1 PGAM5 BAALC-AS1 SNHG10 AC025263.1 AC011346.1 DNAJC3-DT STX18-AS1 SEC24B-AS1 NNT-AS1 FAM198B-AS1 SRP14-AS1 HHIP-AS1 AC105001.1 SPCS3-AS1 NOP14-AS1 AP000866.2 ARPC4-TTLL3 AL139353.2 CHCHD10 ZBED3-AS1 HTT-AS AC104123.1 WWC2-AS2 MALAT1 AL928654.1 MAILR CERNA3 RHPN1-AS1 AP5B1 SENCR MEX3A TOLLIP-AS1 MIR100HG AP006621.3 UVRAG-DT BRWD1-AS2 SNHG1 PXN-AS1 CCND2-AS1 COA8 ITFG2-AS1 DENND11 ZBED6 LINC02298 ADCY6-DT AC073569.2 AC009779.2 BCDIN3D-AS1 SLC7A5P2 C17orf49 SPESP1 LINC00637 AL121603.2 AL133153.2 INAFM2 TGIF2-RAB5IF MAPK6-DT AC015712.2 AC084757.3 AC072061.1 SH3RF3-AS1 AC040169.1 CRIM1-DT AC034111.1 CD2BP2-DT KDM7A-DT AC099778.1 SNHG19 AC098818.2 AC011773.4 AC109347.1 AL118516.1 AL163051.1 CAPN10-DT BOP1 AC138627.1 TMEM202-AS1 AC099518.4 SCRT1 MMP25-AS1 CORO7 MIR193BHG AC007114.1 TAPT1-AS1 AC138207.2 MIR4767 MIR4470 MIR4449 MIR4505 MIR3613 MIR3181 PRR29-AS1 MIR3190 RARA-AS1 MAFG-DT AC018413.1 NDUFV2-AS1 BAHCC1 AC015813.3 MIR4530 PTGES3L ZNF561-AS1 MAP3K14-AS1 DM1-AS AC007786.1 NDUFA7 PTOV1-AS1 MTDHP4 RAB11B-AS1 MIR1470 YTHDF3-AS1 AC016727.1 LPP-AS2 AC018647.2 AC099791.2 TMCC1-AS1 AL117336.2 AL031055.1 AC021321.1 AC010240.3 DAP-DT FAM193B-DT BTF3-DT CHASERR CSGALNACT2-DT INSIG1-DT RAB33B-AS1 APP-DT SOCS7 SNORA73A MLLT6 SNORD25 SNORD50B ZNF516-DT RN7SL1 FRG1HP PIP4K2B SNORD26 SNORD49B PCGF2 SNORD49A GGNBP2 MIR6892 MIR6080 AC037198.2 MCM8-AS1 FLJ38576 ERICD DNAJB5-DT AEBP2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/AEBP2_TARGET_GENES DPM1 NIPAL3 RECQL HSPB6 MSL3 IBTK PDK2 GGCT MED24 BAZ1B EEF1AKNMT STARD3NL AKAP8L MBTD1 MVP NCDN HSF2 ARID4A MAT2B MSMO1 FSTL4 PHPT1 DGAT2 MRPS24 CA11 TMEM161A GSTO2 PRR11 POLR1A SIRT2 VPS35 KCNAB2 TMEM260 ASNS AP3M2 CFAP20 SEL1L PRKACA MAP3K13 EED SRI WDR62 UNG SPAG5 ANKRD13A TOP2B TULP3 ZCWPW1 LIPE FDFT1 PAFAH1B3 CXCL2 C5orf22 RNF13 STARD7 RBM22 ZFAND6 RTRAF ANAPC5 RPLP0 FUS OTUB2 RBM27 ORC6 ZC3HC1 HNRNPC TOX4 GPATCH2 CDC23 NUBP2 ABLIM1 ARVCF PICK1 CENPM CBY1 RHBDD3 TNRC6B IFT27 TRIM9 EIF5 PABPN1 DCAF11 PNN ZMYND8 PFDN4 TM9SF4 ACOT8 PQBP1 CDK16 KLF5 TSC22D1 LYRM1 CYB5B CDIPT ARMC1 EEF1D KCTD9 ASAH1 HNRNPL NFKBIB PPP1R13L TBC1D17 PTOV1 CCDC61 ASF1B YJU2 TBCB POLR2I BABAM1 CYTH2 LENG1 RPL18A DDX49 ETV2 LSR ZNF574 HBP1 DUS4L BRAT1 SSBP1 CEP41 GBF1 BCCIP SMC3 RPL19 MTMR4 KPNB1 UBE2D3 UFSP2 HSPA8 ANAPC15 CEP164 AMBRA1 IL23A ATP5F1B OGFOD2 COPZ1 RAB5B CDCA3 GOLT1B DSE FBXO5 MRPL18 MCM3 WASF1 SNX3 DROSHA PDE4D PPWD1 TRAPPC13 CPEB4 BCL6 BBX CENPA GCA CHMP3 PARK7 ERI3 PIK3R3 CENPF MYL12B RPN2 UCHL3 ACYP1 TTLL5 ALDH6A1 ZNF410 IFIT3 TCTN3 CCDC77 FAM53C TMPO TARDBP COPS5 FAM117A FAM126A AKR1D1 ZWINT CENPK ORMDL2 ATG101 HJURP CHD6 MOCS3 PAIP2B ZNF576 BTN2A2 SERPINB6 CNOT1 POLR1B GPR108 EML2 RRBP1 FAM110A ZNF436 RALY TMEM53 XRCC3 RBM42 COX6B1 PRMT1 TRAF2 AAMP POR KLHDC10 TTBK2 DUT SUMF2 NRL DDA1 LSM4 TMEM160 DNMT1 UBA1 HAUS8 EXOC4 NPHP4 TOP2A FAAP24 LRRC41 ANKRD17 DAP3 DPH2 ZSWIM3 DCTN4 ARNTL DPF2 CCNB1 STT3A TRAFD1 TMEM60 MTO1 PAN2 OS9 CCT7 USP15 DRAM1 BZW2 NMT1 DCAF7 KAT7 ACTL6A TANK DNAJB5 TCF19 PRCP RPLP1 TTLL7 LRPPRC SMARCAL1 SECISBP2L HERC3 GABARAPL1 TMBIM6 BNIP2 ANP32A HMG20A NCOA2 POLG ABHD2 TICRR UQCRC2 DHX38 TXNL4B SS18 CEP131 DPP9 ZNF473 KIAA0319L CTTNBP2NL ZNF687 TARS2 ANP32E GOLPH3L SFXN5 STK11IP CBR4 NHP2 TPBG MTFR2 ZNF92 CCNB3 PLPBP GTF3C5 IMMP1L TMEM218 MIA2 CCT5 ATPSCKMT PIH1D2 NKAPD1 SPC25 POC5 CWC27 ING1 SREK1 OXNAD1 SLC25A28 WHAMM PTDSS1 KAT6B ZNF689 PRR14 MALSU1 PDE6D CDC25C H4C8 AHCYL2 CFAP298 ATP5MC1 ALDH4A1 CHCHD6 C21orf58 SHKBP1 FLAD1 FDPS PMF1 SQSTM1 THAP8 SPC24 EIF4A1 SPSB3 RBM15 SPATA17 ACP6 WDCP INAVA YY1AP1 ANKZF1 PRKCI SLBP ZNF691 CDCA7L OXR1 PSIP1 HNRNPK NOL6 DDIAS AKR1E2 DDX21 METTL17 CPSF2 IQCD HSP90B1 AP1G1 PCLAF NEMP1 DOLPP1 SP2 COQ7 TEPSIN TRIM68 MVD PROSER3 ZNF526 SPRYD3 CDK2AP2 TK1 ATG16L2 ULK4 RFWD3 RNF181 LMAN2 CDK1 FOS RNF34 ACYP2 MSANTD4 PKIA FEZ2 PRKCE TADA3 MORN4 RBKS BCL2L1 PLEKHG5 CAMTA1 FRMD5 DRC3 DPAGT1 HINFP GNB2 AFF1 ZNF680 CKS1B UQCRH JUP RGMB AKIRIN1 YIF1A SNHG29 UBE2C TRAF6 CKAP5 EIF3F MRPL48 RMI2 ZNF77 RUVBL1 TYMS TYMSOS NFATC2IP DNAJC28 TMEM94 TENM3-AS1 STAP2 SELENOW CALR SHARPIN MAF1 PDXDC1 TMEM150B ZNF678 TMEM45A ZBTB20 CLDN7 MRPS11 CREB3L2 RAD51B ZNF721 EWSR1 TANGO2 NDUFB1 CHEK2 TEDC1 HGS NR2F2 P4HB ZBTB3 ZNF267 ZNF555 TPCN1 KANK3 PTRH1 TUBB4B COMMD6 CENPP NHLRC3 JPT1 MAOA FHIT HMGB1 TUBB PPIA ZNF774 NACA HDAC2 ZKSCAN5 ZNF431 H2AC13 WDR45 H3C12 ZNF785 ZNF695 CFAP43 INKA2 SPG7 ZNF823 MPZL1 NOL8 ZNF273 HIBCH RPL23A GET3 SPRED2 UVRAG OGA ARMH1 TAFA2 ATG9A RNU5B-1 TDRKH-AS1 LINC00963 SYS1 MACO1 RNF5 PRRT1 ABHD16A DDR1 DISP3 C4orf47 CNEP1R1 DPF3 ARHGAP19 HEXA LIPE-AS1 SMIM7 ARL16 TTC41P ALOX12-AS1 HOMEZ TSTD1 TENM3 RNASEK C6orf226 PPT2 EPB41L4A-AS1 DNAJC27-AS1 NDUFAF8 SRRM5 RBM15-AS1 PRKCE-AS1 DHCR24-DT PDXP-DT H2BC15 LINC01952 ALKBH6 WBP1 NECTIN3-AS1 DDOST H2AJ RGMB-AS1 SNHG10 LRP4-AS1 AC139887.2 ZNF564 ATP6V1E2 MALAT1 ABCA11P GRPEL2-AS1 SYS1-DBNDD2 MPV17L2 LINC02733 PXN-AS1 PPT2-EGFL8 MRPL46 PMF1-BGLAP AC096734.2 SNAI3-AS1 AC009107.2 Z83847.1 AC005837.1 AC124068.2 AC099518.4 C15orf65 AC009121.3 AP005329.1 TXNIP LIN37 ARHGAP19-SLIT1 PIP4K2B RPPH1 DNAJB5-DT PHTF2 CDKL3 CCDC124 ST7L MPND ZNF207 UTP18 GPRC5A AQR KPNA6 SNX1 FUT8 BOD1L1 LSG1 LIMA1 HHAT KIF1B TBC1D22A FAM168A RIOK2 SPHK2 CDON ABCA7 PPP2R5A KDM4A HYAL2 GRIPAP1 TTC7A PHRF1 MNT SMC1A ZZEF1 FRYL SART3 RBM7 KLHL20 TPD52 FAM76B CIC DNM2 CADPS2 BZW1 NFE2L1 XPO1 NFX1 NLK UIMC1 KHSRP TPX2 KIF16B NDUFB2 MAEA PLEKHG2 SPAG7 HDAC6 SUCO TLL2 MYO9B HSCB PSMA3 ALKBH1 ZFYVE21 SGK2 IFT52 CSNK2A1 MROH8 RPRD1B MYL12A MGRN1 ZNF629 CMC2 GSPT1 ZNF106 CEP152 BLOC1S6 CSPP1 ZDHHC2 DECR1 MCM4 SARS2 STX10 TIMM44 VRK3 HNRNPUL1 RPS19 RAB3A COPE AVL9 OGDH H2AZ2 EIF3B SNX8 MOSPD3 AGFG2 GLCCI1 ANKMY2 NPDC1 ACBD5 CUL2 UBE2S ENO3 ELP4 DDX6 MADD PPFIBP1 COQ5 MLEC ALDH2 VDR CAND1 NOP2 USP5 SASH1 RPS12 C6orf62 CCND3 GMDS HMGCS1 TRIM23 SEC24A LRRC31 IFIH1 KDM3A DHCR24 RPL22 HDAC1 ASH1L TTF2 RBBP5 ECE1 IPO13 POLR1G SATB2 UBE2B ZC2HC1C PROSER1 PLS1 CEP89 ZSCAN20 LRIF1 RBBP6 FKBP9 GIPC1 METTL8 ATP8A1 DOK4 TRIP10 VASP RBCK1 STK35 SCAF1 TIMM17B LRRC61 KDM4B PNKD AKAP9 DGCR8 STRIP2 HAT1 ALDH1A2 ANAPC13 NGDN PARP2 DOHH PSMC3IP ANKHD1 DIAPH1 PPP1R1B ZSWIM4 RFX1 DCAF15 PTCD3 PER2 LANCL2 KMT5C ZNF414 C1QTNF6 NUMB SYNCRIP CD164 PRADC1 IGF2BP3 SRSF1 BRIP1 TRA2B RPS6 TAF8 TMEM62 RSL24D1 ACTR2 NAB1 CENPE FRMD6 ARMH4 SERF2 ARRDC4 PIF1 USP3 ULK3 KATNB1 BCAS3 EVI5L DCAF6 TMCO1 GATAD2B TTC13 MEIS1 COPS7B PHLDB2 RPL37 PCYOX1L TNIP1 RMND5B HIGD2A WTAP MEPCE ZCCHC7 SIGMAR1 NR6A1 POLR3A DNAJB12 PDCD11 TMEM219 MTMR12 TIMM8B ABCB9 NOCT UEVLD CSNK1G3 MFSD6 MBNL1 SREK1IP1 NR4A2 UBP1 RMND5A ZDHHC7 CHD1 C21orf91 FLCN DPH3 TRMT44 OXA1L SETD9 SLC26A2 MTERF3 EEF1A1 ZDHHC5 ZFAND3 DYRK1A RAB28 MEGF11 WASF2 RIBC1 ISL2 GPBP1L1 TMEM69 CALM3 PKNOX1 PCNT DEDD2 SHC1 LARP4 RNASEK-C17orf49 TTC9C SYVN1 TYW5 MAIP1 COQ8A CFAP221 VPS72 DHX57 HELQ PYGO2 PPM1L COX18 RBM47 MTMR14 MEAF6 PGRMC2 ADGRV1 PGGT1B GRPEL2 CREBRF SAP30L RPS14 COG5 ZNF12 DNAAF5 VCP FBXO33 ZNF219 FRAT1 CEP57 TCP11L2 ARIH1 RAG1 IDH3A CENPN MCM7 GOLM2 C15orf48 RCCD1 TTC16 IRGQ RAB8A GATAD2A ANKRD11 TMC4 DNAAF3 HDGFL2 CYB5D2 PRDX2 VPS37C BATF2 DNAJC7 CDC40 ZBTB5 MAT2A HNRNPH1 TBC1D10B EFNA1 NMD3 PCBP1 SLC16A5 PWWP2A ATF7 KBTBD2 LSM3 SOCS5 C9orf16 NAIF1 MRPL36 ZBTB26 EIF2AK3 OXSR1 DCAKD MICOS10 NABP1 SCAI GPR160 ATP5MD THAP6 LINC00476 TOM1L2 NR2F1 TMEM39A USF3 RUFY1 PUS1 GBA NECTIN3 BET1L FAM219B RMI1 TCAIM PCBP1-AS1 TIGD5 FIZ1 TRNAU1AP MYLPF CLRN3 SLC25A42 POLR2A FRAT2 TDRKH ERCC6L2 GLRX5 SKA2 CEP63 CNOT10 AFMID PGP CDCA2 FAM227A SEMA4B H2BC13 RAB11B UBALD2 FAM174B PBX1 ADAMTSL5 PRELID2 MORN2 DCUN1D3 PLA2G2A HYKK H2AX UROS FAM120AOS RNFT1 TSPYL1 LIN54 S100A14 SLC35E2B ANAPC7 ERI2 PDXDC2P-NPIPB14P AP2A1 HOXC6 ZNF789 MTOR TSEN15 INPP5B AGPAT1 EHMT2 CCHCR1 AKT1S1 SARNP LIN52 SNORA26 VDAC1 GALT PAXIP1-AS2 FIS1 CDIPTOSP HNRNPUL2 DDX3X MIR1289-1 UBA52 LAPTM4A-DT LINC01342 TANK-AS1 NRSN2-AS1 KCNIP2-AS1 DANCR INKA2-AS1 HDAC2-AS2 DHFR WEE2-AS1 CCDC192 LINC-PINT PCAT7 TMA7 GNG12-AS1 ZNF687-AS1 STXBP5-AS1 EIF2AK3-DT LNCTAM34A HNRNPUL2-BSCL2 LINC02651 ZNF815P LINC01852 CAMTA1-DT SNORD42B ISY1 PDXP ARPC4 AP5Z1 MICAL3 MALINC1 SAP30L-AS1 LINC00461 AC009292.1 NR2F2-AS1 AP001922.1 ARPC4-TTLL3 PRKDC ANKHD1-EIF4EBP3 PDXDC2P UVRAG-DT AP001160.1 PSMA3-AS1 AL132639.2 AC023355.1 AC099778.1 HEXA-AS1 AC069224.1 ISY1-RAB43 TMPOP2 NFE2L1-DT AC025682.1 AC018521.5 SYPL1P2 MIR4479 AC022098.1 ATF7-NPFF RNFT1-DT AC002116.2 FAM156A AC005759.1 MICOS10-NBL1 SLBP-DT TAF15 AL451085.2 H3C6 H2AC15 AATF SNORD49B H2AC4 ARRDC3-AS1 NFXL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NFXL1_TARGET_GENES PRSS22 RALA PIGQ MRC2 ZMYND11 SLC38A5 SAMD4A RTN4R PHF23 NEXMIF TBC1D1 TFE3 FOSL2 ARHGEF1 ACTN2 SYNJ2 DLGAP4 MEF2C HSD17B14 PTPN4 EPB41L1 KDM2B GRAMD1A PCNX1 FAM83D CD99L2 CORO1A NIPAL2 DBP PLEKHA4 MPP6 LHX6 MAP3K8 CRYAB EXPH5 HDDC2 NCOA7 FAM120B WWC1 DOCK7 ETV3 CDK18 SLC2A1 RCN2 CCND2 LINC00544 STX16 IQSEC2 EREG AHNAK DOK4 EML2 FIBCD1 ZC3H4 GMFG ZSCAN5A TRIM21 DLG4 VSTM2L MEIS2 PHF21A ZFHX2 IREB2 TFAP2A SLC22A23 FAM13A ITGB7 NCOA2 MBD1 TMEM91 POGK HDGF SNCA PPP1R18 ATXN7L1 RGS10 ALDOA ABCB9 TIAL1 AP1S3 PIP4P2 RHOC MAGEA8 FBRS ETS2 DEDD SON LYPD5 PDXK FBXO41 ZNF148 SFMBT1 METAP1 H2AZ1 CMBL SALL2 TSC22D4 CACNB3 TUBA1C ABCA3 TTC39C PXK IRF2 SHOX2 SUCLG2 FGGY DRAP1 RNPEP IRX5 CASC2 PCBP1-AS1 GLIPR1L2 CAPS2 ZNF467 TMEM119 POU3F2 H1-10 P4HB PDE2A SOWAHD H1-0 SULF2 H2AC13 H2AC11 H2AC7 SRC H3C12 DCHS2 MAN1A2 TEX45 APRT BRD2 PBX2 GABBR1 ADGRG1 SMG1P2 SRRM2-AS1 IGLV6-57 TRGV5 TRGV3 LINC01089 PROSER2-AS1 MAGEA8-AS1 TRGV2 FOXP4-AS1 SUCLG2-AS1 MICAL3 MEF2C-AS1 AP002852.1 NHLRC4 LINC02356 AC072061.1 SPINT1-AS1 MIR4710 MIR5093 LINC01138 H2AC12 H2AC8 H2BC7 H2AC17 H4C2 BAIAP2L1 UPP2 CEACAM21 SCMH1 TNFRSF1B PNPLA6 WWC3 ARHGAP6 PRSS8 TMCC3 CA11 CDK13 COASY BCL3 NCK2 LLGL2 POMGNT1 DNMT3B RPH3A WHRN FBXL19 KLHL22 ARHGAP5 COTL1 PRSS33 MTFMT EBI3 MAST1 ARRDC2 ATP4A SCN1B ZNF574 GRIK5 GLI3 AKNA DNM1 RAB11FIP2 RAPGEFL1 RGS9 KPNB1 TBC1D9 DUSP16 QKI NUP155 STC2 DBN1 ACVR1 RCAN3 ECD SLC12A4 MATN4 BTN2A3P H1-3 H2BC11 ATXN1 AHDC1 CDHR3 CCDC136 GAD1 GNL3L ATP8B3 FCHO1 UNC13A ATXN10 ANGPTL6 RARA DTX1 SYNCRIP GDF11 DRAM1 VILL CHST12 IGF2BP3 BRIP1 FOXP4 LARP1B TMEM132B SETD1B NFIC LMO4 INTS3 VGLL4 TRIM41 PAXX TCF7L2 SERPINH1 CENPJ HOMER1 CDYL NR4A2 MIA3 USP25 LARP1 GNAQ ADAMTS3 SFXN2 FAM122C FAM122B ZFAND3 TMEM164 SLC38A10 RER1 AUTS2 H2BC5 GART FGFR4 MRPL55 HDAC11 EFHB APBB2 TKT SHISA5 SEPTIN8 SLC29A4 IQUB HGSNAT GKAP1 SLC39A13 SPINT1 BRD7 TRAPPC9 SRRM2 H1-4 PHYHIP SPRY3 SLC25A6 SNUPN LINGO1 NSG2 FOS IRF2BP1 BPTF ZNF217 SP3 ADCK5 MAP3K11 FAM53A ZDHHC24 RSRC1 C11orf68 MEX3C ACSF3 FOXS1 TNRC18 SPACA6 SPATA13 H1-5 WDR27 SEMA4B C6orf120 H2BC13 LRRC37B PCGF3 ADAMTSL5 PLK5 KRT10 PRR5 HEXIM1 THSD4 PEAR1 H1-2 ALKBH2 GREB1 MYO18A MAML3 H4C3 H2BC12 ZNF71 TFDP1 DLL1 PPP1R14C RCSD1 IQANK1 LINC01270 LCN8 CCDC85C PLIN5 LINC02771 NRSN2-AS1 LINC00623 SLC2A1-AS1 NLRP7P1 RB1-DT BRD3OS LINC02773 ERICH6-AS1 LINC00877 H2AZ1-DT ACTN3 TMEM132D-AS1 TRGV7 RDH10-AS1 MAILR STX16-NPEPL1 NOX5 FBXL19-AS1 GFY MIR4632 MIR3143 AC243964.3 AC006116.7 AL355297.3 IRF2-DT H2BC8 H2BC17 AC007906.2 VWA8-AS1 PISRT1 ZNF704_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF704_TARGET_GENES VPS50 CRY1 ADCK1 TIGAR NFE2L1 KAT6A KIF9 FKBP1A PIK3IP1 VTI1B CLCN7 BCL7B DUSP3 KMT5B CCND3 EXOC2 TTC1 ARMC8 KLHL18 ATP6V0B MAPKAP1 MTHFD1L SNX19 PEPD LTV1 URB2 TAF5L EIF4E2 GSTCD INTS12 VPS33A COMMD4 G6PC3 MIA3 DPH3 OXNAD1 ANKRD40 GART ATP6V0D1 LARP4 LZIC RPUSD4 TAF3 CPSF2 ABTB2 WDR81 PPIC HSPBAP1 NMNAT1 LIG4 MRPS11 KPNA2 CEP57L1 NDUFB1 MIR22HG TMEM203 NDOR1 FAM118B TSEN15 SNHG32 VARS1 IFRD2 TIGD1 MRPL46 NFE2L1-DT AC009061.2 SRCAP_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SRCAP_TARGET_GENES THSD7A CREBBP PAX6 SPAG9 REV3L BTK ANLN PPP5C MVP PGM3 MATR3 NR1H3 KPNA6 SLC39A9 TBC1D23 CLEC16A PHLPP2 GUCA2B TNFRSF17 VPS13D HEXB POLQ PHPT1 NOP58 MTA3 RPS17P5 SPAG4 SPHK2 GLP2R DGKA KARS1 SLC9A7 THUMPD1 NUCB2 OSBPL3 STK10 DERL2 LLGL2 NUAK1 MARK3 REXO2 POLD3 FAP ITM2A FYB1 EPB41L3 APLP2 COL16A1 DDHD2 POMGNT1 ADD1 PTPN4 RPL6 MLF2 ZBTB25 HECTD1 GSTZ1 CSTF1 PRELID3B DNTTIP1 ADNP2 SMCHD1 CEP192 VSIG1 MRPS31 CENPT RBL2 RAB11A ASAH1 DKKL1 FAM32A ICAM4 ZNF574 DUS4L EIF3B TESK1 KCNT1 RAB11FIP2 ATE1 GBF1 KPNB1 RNF167 SLC25A11 PSMD11 UBE2D3 KLHL2 CCDC34 DCPS CEP126 NUP98 P3H3 PPFIBP1 MRPL51 GNPTAB C2CD5 RNF8 PTP4A1 PTK7 CUL9 COX7A2 TTK CLIC5 RNF130 NR3C1 PPWD1 SLC25A36 XRN1 ACAP2 IQCG GPD2 ASB3 EFHD1 IL1RL1 IL18R1 HDLBP PPP1R7 TAF1B GORASP2 QPCT THADA ICMT DOCK7 RPE65 CD58 VAMP4 STX12 CREB1 IRAG2 LDAH CSF3R TCP1 SIL1 UBIAD1 TRIM25 CEP89 PDZRN3 ZC3H7A PRXL2A KLHL7 RBM19 BHLHE41 ITPR2 PKN1 CENPK DAW1 OBSL1 CTCFL PARD6B CHD6 XG NT5C MIR9-1HG HECTD3 IRF3 PRMT1 FGD3 HELB TSPAN8 PKMYT1 DGCR8 LIF MYO1B COPB1 REEP5 SYT5 GTPBP3 BST2 CLIP1 HABP4 EPS8L1 RBM39 NDUFA2 DIAPH1 TMEM204 SNRPA1 LRRC41 CDK8 PIK3C2B SLF1 ZFC3H1 CEPT1 LPIN1 TRAFD1 DMTF1 ATP5MC2 ESPL1 TMBIM1 APPL2 PWP1 VILL SCEL CCM2 RSAD1 SRSF1 MARCHF7 GARNL3 ENPP2 ARRB1 NARS2 RDX FXYD6 PARP6 GCOM1 RABGGTB MYOF HERC5 PHLDA1 VPS37B BNIP2 WDR61 NEIL1 NUDT7 EIF4A3 ANAPC11 P3H4 TIMM29 ADAMTSL4 PIP5K1A ZNF514 PKP4 PHOSPHO2 GULP1 TRPM8 OSBPL10 PHLDB2 DDIT4L SSBP2 ARHGAP26 RNF145 KCNMB1 ST18 WDR31 ZEB1 FAM13C HERC4 TCF7L2 PGAP2 SCGB1A1 LATS2 IL18 DLG5 EXT2 TEX9 ADAM17 NBAS PTH ZNF776 CAMK4 UTRN GGPS1 ADGRF1 OBSCN GTF3C6 SLC25A28 OXA1L CNOT8 MIER3 DRAM2 CCT8 CDK20 SH3RF2 UQCRB PPP2R2B COX6A2 KCNJ15 MEGF11 BABAM2 AHCYL2 ADPGK G6PD ZER1 CD3G IL6R SLC25A44 PAQR4 CYB561A3 FUBP1 AKNAD1 ATF3 FCMR LINC01931 PRORSD1P STK36 NEPRO SYNPR THOC7 CFAP20DC SMIM43 OTUD4 ELOVL7 MYOZ3 TAGAP COL1A2 PEX2 TMEM71 ANKS6 AGBL2 SMCO4 ARIH1 SMPD1 RAG1 BMERB1 SAAL1 SMAD3 ACAA2 TPM4 ZNF641 SERTAD3 RAB4B MIS12 NLRC3 SETD5 FNTA SEMA4C LRRC28 SLC49A3 P2RY12 APLF UGP2 FSHR SHCBP1 ASXL1 GATM AQP4 RAB33B LAMB2 ZNF131 ARNT2 EFCAB3 MUS81 TNKS EHBP1L1 RCE1 UQCRH TLR10 ZNHIT2 SNAPC5 DENND4A NR1D2 CENPS LIPT2 P2RY2 LYSMD3 FAM91A1 C19orf18 SLC38A9 SCN4B ULK1 CASC2 ZFAND2A ZNF713 RIIAD1 C3orf38 KLHL28 PCBP1-AS1 HARBI1 LINC02363 MRPS16 ATP6AP2 C1S CACNB4 SATB1 GDPGP1 ALYREF THAP7 ROBO2 SMYD3 TRIM69 AGBL4 CCDC30 BTN3A2 POFUT2 ESPN TMEM216 ENTPD5 RSBN1L IFT140 USP7 TTC24 AGRN FOCAD PARVB SLC4A5 ZDHHC11 FAT4 SEMA4A SRGAP3 XPNPEP3 CD55 LONP1 ZNF775 SULF2 ADH1B COL27A1 ZNF655 CPLANE1 ZNF347 LPAR1 TMEM229B TTC37 SMOC1 EPS8L3 ZNF830 FICD RNU6-745P RNU6-271P SNORD114-9 RNA5SP279 CCDC162P PRRC2A TMEM231 TECRL METTL6 SNORD101 RNU5A-2P SNORA72 RNY1P14 RNU6-658P MIR587 SNORD70B SNORA75 CEP43 SAR1AP2 COG8 RPS23P2 TTC41P VDAC2P1 LY86-AS1 RNU6-565P RNU6-847P RN7SKP102 RNU6-603P LINC01142 LAMTOR5-AS1 MIR137HG LINC01623 TBL1YP1 LINC00431 RIOK3P1 TEX41 PP12613 LINC02785 EPS15-AS1 MTND4P30 DNAJC9-AS1 THAP7-AS1 AC007098.1 MTCO3P45 LINC01047 RPS11P5 RPS15AP6 LNCARSR MTND3P17 STXBP5-AS1 SNRK-AS1 SDHCP3 VN1R38P LINC01871 KRT18P66 ELOAP1 SDR42E1P5 RGL2 MTCO2P19 KIFC1 LINC00649 RAD52P1 FMO8P LINC02863 LILRA2 ISY1 RN7SL283P CBX5P1 UGT1A1 RPS15AP34 ARFGAP3 RN7SL456P RPL12P32 LINC01206 LINC00971 RN7SL432P FAM163A MICAL3 LINC01322 LINC02325 LINC02481 ZBED5-AS1 GPRC5D-AS1 MARCOL ADH1C FMN1 LINC02231 ARL2BPP4 HMGN1P16 LINC01596 H3P15 CENPS-CORT LINC02230 RNA5SP157 RNA5SP436 SNORD116-27 RNU2-24P RNU6-943P RNU6-711P LINC01603 ALG11 HMBS LINC02376 RACGAP1P1 AL160314.2 ANP32AP1 PWRN1 AQP4-AS1 ATP2C2-AS1 TUBAP4 MIR4306 AC025682.1 MIR3920 AC016168.2 IKBKG PPP1R14BP4 RAB33B-AS1 TMEM269 MIR8083 RNVU1-26 TRAC RDM1 MIR6077 MIR1910 MIR486-2 MIR7157 ZBTB49_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBTB49_TARGET_GENES TBL1X PSMD9 TUBA1B GALM SNUPN TSHZ1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TSHZ1_TARGET_GENES KDM1A ABCB4 SPAG9 VIM EPHA3 MSANTD3 TMEM260 ST6GALNAC2 EIF2B3 ANO8 CBFA2T2 MOK RBL1 EXD2 JMJD4 TMEM101 CREM EFHC1 TRMT2A RANBP1 TOP3B JOSD1 MYH9 TBL1X TLE6 CCDC130 GLI3 RNF43 PIGL DRG2 SMARCD2 RANGRF MVK SUDS3 SIM1 LAMA4 TTC1 NDUFS7 SMG7 CCNI HOXB3 ATP7B KBTBD4 GZF1 PCID2 UBR4 KDM4B ALDH1A2 AJUBA GTPBP3 RFTN1 SLC6A6 LRRC41 KRBA1 RRAS2 ELP3 MEIS2 CGA MDM2 KCNK1 IGF2BP3 PIM1 ASCC1 SLC49A4 GSTCD INTS12 TMBIM6 IGF1R POLG CLTC BCAS3 CBX4 MAPK4 ZNF593 ITGB3BP CCN1 MTF2 TIPRL GABPB2 SNAP47 RPL37 TLK2 NFIB REXO4 GTF3C5 MSRB2 NCAM1 ALDOA TLCD3B HMGA2 UBC CCDC144B BACH1 ATAD2 BRPF1 SPPL3 KCNB1 TAGLN2 PAXBP1 PKNOX1 LY6K CLPB TMEM79 CLASP2 PKNOX2 MCM7 NXN CTNNB1 HSPBAP1 GABARAP SMAD1 KRT75 SIX2 HOXB9 RNF139 MCC DLK2 ZNF217 AFF1 NAA16 VANGL1 NR2F1 ETV4 DLEU1 GBA LCORL GTPBP6 SKIDA1 TSHZ2 CCBE1 TMEM121B CCDC159 TOB2 RAB11B BRWD1 LAMP1 ZNF555 HEXIM1 ISG15 SH2D5 S100A2 SNHG17 MAML3 CDC42SE1 ZNF790 BRINP2 CAPZA2 SMG5 EFCAB7 LINC00963 CRLF2 C21orf62-AS1 MIR615 SACM1L HEXA NDUFS3 AP4M1 LINC02831 PLEKHM1 LINC00431 EPS15-AS1 LBX1-AS1 SMIM2-AS1 EMC1-AS1 CCDC192 SMG7-AS1 HOXB-AS3 LINC02609 LINC01664 LINC01010 ZNF503-AS2 LINC01275 ALKBH3-AS1 RNF139-AS1 DRAIC AP000802.1 SLIT3-AS1 LUCAT1 LINC01411 ALG11 PKNOX2-AS1 BRWD1-AS2 PRECSIT ZNF253 AL132780.2 AL359317.2 LINC02846 HEXA-AS1 AC124068.2 EGLN2 H4C2 CREB3L2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB3L2_TARGET_GENES RECQL AP2B1 NME1-NME2 PTBP1 NOP16 PTCD2 SNRPD3 TIMM9 KIAA0586 SLC52A3 TM9SF4 FKBP14 MRPL27 COPZ1 GOLT1B MRPS27 TARS1 PDCD10 IQCG RPA2 WDR11 SERP1 ZNF576 RIOK1 METTL25 ANAPC13 RBM39 RPL27 TBC1D8B CCDC59 GUCD1 ARMH4 EIF2A EIF2B5 RPL37 POC5 SREK1IP1 CWC27 ADPRHL1 TOMM70 EME1 KDM8 MRPL17 CFAP298 FLAD1 NCSTN CWC22 CAGE1 NSA2 GFM2 NOL6 ZSWIM1 ZNF561 BPGM SEC24C AURKB RPL35A CEP63 SF3A3 CLDN4 ABCB8 ZNF165 ZNF460 RACK1 LNP1 WDR11-AS1 ZRANB2-AS2 NME1 ISY1 FNTB PSMA3-AS1 ZNF561-AS1 EIF2B5-DT MAP3K14 ARID4A CIC DNM2 SPAG7 SPTLC2 SEC23B HBP1 PRKAR1A MAGOHB CNOT2 HMGCS1 FAM53C COPA TRMT13 TUBA1B MORF4L2 NR1D1 LSM8 RFX1 ZRANB2 CD164 WDR89 BBS4 WRAP53 ZNF687 HIGD2A DSN1 PPP2R5E MED8 ZNF394 RPL8 SERPINI1 PRKCI IRGQ ZNF581 SPATA46 EIF2AK3 GOLGB1 DMAP1 SP1 EFCAB6 SZT2 PJA2 ADAMTS7P4 LAPTM4A-DT SRRM5 MORF4L2-AS1 ZNF687-AS1 UFL1-AS1 H2BC15 EIF2AK3-DT Z97055.2 AC005837.1 ISY1-RAB43 CFAP298-TCP10L MIR4512 BTG3-AS1 MED25_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MED25_TARGET_GENES MED24 ERCC1 WWTR1 GRAMD1B CUL3 CP LTBP1 VMP1 NAV3 CLASP1 SRI ITGB5 ANAPC5 POLDIP3 TRIB3 MYL12A TBL1X EHD1 C12orf57 STAT1 KMT2A EEPD1 PLAU STX16 BEST3 H3-3B COX16 BHLHE40 ETS1 KRT7 FLOT1 DUSP6 HMGA2 ITGB1 UBC AK5 ABCA10 H4C8 MITD1 LY6K SSTR5 IGF2BP2-AS1 HDX SMAD3 AXL CXCL8 KRT8 FEZ2 KRT15 RPS7 TRIB1 CD151 C1orf105 TMEM105 MRPL30 BRWD1 EYS SIGLEC15 H4C3 H3C12 H4C11 H3C4 SPRED2 RNU5E-1 RNU5F-1 RNU5A-1 RNU5B-1 RNU5D-1 RNU4-1 RNU5E-4P MIR584 MIR27A MIR23A RNU6-1106P TSPAN4 MSMP AC002378.1 LINC00511 PRAC2 ITGB1-DT GPX1 LINC00513 LURAP1L-AS1 LINC02889 SCAT8 RNU7-1 LINC00886 BMS1P4-AGAP5 BMS1P4 LINC02709 NEAT1 LINC02288 PVT1 GLUD1P3 MALAT1 HOXA10 STX16-NPEPL1 MIR100HG BRWD1-AS2 LINC02320 SSTR5-AS1 DLGAP1-AS2 RNU4ATAC H2BC8 H2BC17 RNU11 LINC01730 RNU12 H2AC8 H2AC17 H4C2 ASXL2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ASXL2_TARGET_GENES CYB5R4 TULP3 MFSD11 NCAPG FOXM1 BARHL1 VGF DUT SYT5 LARS1 ADGRB3 CELF6 WASF2 SRSF2 DCAF16 SVOP FAM111A CDCA4 RHNO1 SRRM3 MAPK11 OGDHL MXD3 SNAP25-AS1 LINC01596 SETX_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SETX_TARGET_GENES KRIT1 RAD52 SNX11 AK2 HSPB6 CDC27 DVL2 DHX33 CIAPIN1 GCFC2 WDR54 GDE1 TMEM132A AP2B1 SPATA20 IFRD1 PAF1 VPS41 CDKL3 CEACAM7 LUC7L ST3GAL1 MED24 POMT2 VTA1 SPRTN EEF1AKNMT ZNF207 ZNF200 NME1-NME2 RNF216 TTC19 RABGAP1 PPP5C TMEM159 BRCA1 ERCC1 MBTPS2 CALCOCO1 UBR7 MAP4K5 PSMC4 POLR3B ZC3H3 MDH1 COX15 ZFP64 MNAT1 AQR RTF2 EHD2 CD44 IFNGR1 VEZT SNX1 SLC39A9 GRN MAP2K3 RNF19A SH3YL1 TBC1D23 USP2 MFAP3 MTREX RIPOR1 RAI14 PSMA4 LSG1 MED17 AP2S1 ATP6V1H CP RFC2 LETMD1 FAM160A2 THOC3 MPHOSPH9 RRP12 AP5M1 FAM114A2 DCBLD2 TMCC3 MTA3 ZC3H11A FLYWCH1 CCAR1 APPBP2 SPHK2 RNF4 CCN5 TAF2 SBNO2 PMS1 WDR18 ADAT1 PDIA5 SEC61A2 MTHFD2 PPP2R5A GOLGA5 MSANTD3 MTFR1 IDI1 PKM DHX29 RRP15 DHX8 COASY PLEKHH3 POLR1A SRBD1 SIRT2 PIGB MAPK6 RAB27A HDHD5 SMG6 EXOC5 ASNS CPSF1 ZFYVE26 ALDH3A2 HMMR PDE8A NLE1 SDHA PTGS2 CLNS1A TSG101 DPP8 ZZEF1 TIPIN SEMA3C SLC25A3 ACTB WDR62 SEC31B MKRN2 MLH1 SPAG5 TOP2B UBE2T PPP1R12B SNRPA EXOSC5 DYNC1I2 ARAF VDAC3 XRCC5 PAFAH1B3 PTPRH SRCAP PUM3 CNOT4 MOK EXD2 ZNF510 JMJD4 WDR70 RNF13 PALB2 ZNF586 ZNF446 RPS5 ZMPSTE24 MYNN ZNF213 AKR1B1 ATG16L1 USP40 CHMP5 IPO11 EPDR1 FTL NLK PIGS ATXN7L3 PGS1 PSMC5 TXNDC16 DNM1L METTL2A EDEM2 PDRG1 COQ9 FKBP1A NSFL1C ZNF343 XRN2 DYNLL1 SNX5 MAPKAPK5 ESF1 RBBP9 ANAPC5 RPLP0 TRMT6 BRAP FUS FXYD5 GRAMD1A BIRC5 DDX24 SPTLC1 PAPOLA CCNK PCBP4 PDCD7 SPG21 MCOLN1 EFNB1 TNRC6A DLD SPAG7 ZC3HC1 TMEM101 HAUS4 TOX4 TINF2 SEMA6A MYL6 UNC13D DPYSL2 AAAS MSH2 PSMD5 IKZF5 TLL2 TMEM14A EFHC1 HNRNPH3 ERMP1 CATSPERG PSMD8 MTAP TOP3B POLR2F TAB1 SGSM3 PHF5A VCPKMT PYGL PIGH TIMM9 GSTZ1 KIAA0586 SPTLC2 LGMN DHRS7 CEP128 ERH SRSF5 ZC3H14 VRK1 PSMC1 PPP4R3A PSMB5 TRIP11 SRP54 CHD8 BRMS1L RABGGTA PCIF1 GSS ABHD12 UQCC1 RAB5IF NDUFAF5 CDS2 SEC23B NOP56 CDK5RAP1 TTI1 RPRD1B PXMP4 DHX35 DNTTIP1 ACOT8 NKAP MRPS31 CENPT LONP2 DHODH ACD PSMD7 WDR59 CMC2 HCFC1R1 TSC2 CIAO3 ZNF174 CLUAP1 HMOX2 DNAJA3 BFAR MAZ TRIP4 RAB11A HOMER2 DTWD1 SPG11 SGK3 CSPP1 BRF2 EIF3E EMC2 TRPS1 GSDMD INTS10 MTMR9 TNFRSF10A KLHDC4 ECH1 HNRNPL NFKBIB PPP1R37 PIH1D1 PPP1R13L DKKL1 TBC1D17 IL4I1 CCDC130 C19orf53 VRK3 POP4 RPS16 DYRK1B GPI PLD3 NUMBL TBCB POLR2I SLC1A5 CCDC9 HNRNPUL1 DENND3 DMAC2 RPS19 NOP53 ETFB CYTH2 GRWD1 CCDC114 GCDH MAST1 GSK3A SIPA1L3 SMG9 GTPBP10 PMPCB DNAJC2 BET1 POLR1F HBP1 CBLL1 MTPN GSDME TTC26 CAV2 SSBP1 HIBADH CHCHD2 HSPB1 PDAP1 BUD31 PTCD1 EIF3B NUDT1 AIMP2 TFR2 FBXO24 LSM5 PLOD3 NRF1 TMEM106B COA1 YKT6 CREB3 EXOSC3 RASSF4 TRDMT1 MICU1 LZTS2 KAZALD1 GBF1 ANKRD26 EDRF1 BCCIP MTPAP SMC3 NUFIP2 RPL19 PSMD3 TRIM37 DHX40 TUBD1 KPNB1 GOSR2 PNPO RPS6KB1 CDK5RAP3 RECQL5 INTS2 RNF167 SLC25A11 CCDC47 DRG2 FTSJ3 B9D1 UTP6 DDX5 C17orf75 PSMD11 PEX12 KAT2A RAB5C NAGLU MLX VAT1 LRRC59 HDAC5 LUC7L3 DUSP3 EFTUD2 PRKAR1A DPH1 DHRS7B NAT9 TNFAIP1 IFT20 TMEM97 GAR1 TBC1D19 UGDH PUS3 CCDC86 CHORDC1 ACCS AMBRA1 AIP PSMD9 CAPRIN2 IL23A KRT18 METAP2 LTA4H PRR4 ARPC3 GPN3 AKAP3 CREBL2 ACAD10 OGFOD2 GTF2H3 EIF2B1 DDX55 SLC38A1 SPRING1 RFC5 RAB5B NUP107 KRR1 GAPDH C2CD5 SRSF9 ZNF451 HBS1L CUL9 EXOC2 MRPS27 IK ITK TTC1 GOLPH3 RAD50 IL5 NUP155 C5orf15 TTC33 RARS1 CSNK1A1 HMGXB3 ERGIC1 BNIP1 CRBN FAM162A KPNA1 NPRL2 COMMD2 ABHD14B NCL EIF2B4 SNX17 NDUFS7 PCGF1 MRPL19 WDR75 FANCL ST3GAL5 HDLBP SRSF7 ORC2 THADA C2orf42 TIA1 SCAMP3 ARHGEF2 LAMTOR2 SWT1 RGS2 RO60 UCHL5 TMEM9 EXOC8 TSNAX LGALS8 KLHL12 CDK18 APH1A SLC19A2 VAMP4 DARS2 DHDDS NSL1 RCN2 SPCS2 SPP1 UBE2B HEATR1 DYNC2I2 NDUFA8 RBM18 NR4A3 GALNT12 FCF1 ACOT2 AREL1 TTLL5 DNMT3A AFTPH GPAM SMNDC1 C10orf88 ARMH3 GNA13 KANSL1 CENPL EPC1 EXOSC8 SERP1 PLS1 MTERF2 CLU LYPLA1 COPS5 SPOP FAM117A ECHDC2 TRMT1L PEX16 TMEM39B CLCC1 COPA RBBP6 ODF2L BBS9 PMS2 MRM2 SLC25A51 CLTA CYREN CISD1 ECD ZWINT RBM19 CIT ZC3H13 PFDN5 ORMDL2 KBTBD4 AMD1 B9D2 COQ8B WFDC3 NCOA3 CSE1L DDX27 NAGK MPHOSPH10 ZNF576 LYPD3 AARS2 RPS10 AHNAK MT2A GOT2 RNF113A GGA3 NUP85 GTF3C4 SLC2A4RG RPL23 OPA3 SYMPK PSMF1 DTD1 SNRPB NRSN2 ZNF133 FLRT3 SNRPB2 MGME1 TBC1D20 MCM8 CHURC1-FNTB GDF5 EIF2S2 CEP250 UROD XRCC3 CAPNS1 PDCD2L RBM42 THRA NR1D1 BCL2L12 IRF3 PRRG2 BECN1 GLIS2 NSRP1 ZNF384 EMG1 ATG14 L3HYPDH TRMT5 DYNC2I1 NUP214 ZNF484 WDR24 METTL25 SEM1 PMS2P3 APOL2 C22orf23 EMC4 SPECC1 DOCK4 POT1 DNAJB9 NDUFA5 ORMDL1 ARPP19 THAP10 PSMA1 SUMF2 CD68 MPDU1 CCNT1 PARP2 EPB41L4A SEC14L1 ASH2L TTI2 SGO1 PRKCSH FAM98C GTPBP3 DDA1 RSPH3 ACTN4 ZNF337 UBE2M TMEM160 PPAN LRP3 NOL11 AAR2 TTLL9 COX4I1 EMC8 CHMP1A RBSN KIF3A PSME3 RPL27 PSMC3IP ACLY VPS25 NDUFA2 ANKHD1 NDFIP1 UBE2D2 ZCCHC9 TOP2A STARD3 CHD1L PDHA1 SNRPA1 CCT6B TRIM5 PTCD3 IMMT MRPL35 INPP5K SEC61G H3-3B TRIM47 ERAL1 PCNA NXT1 POLR3F DCAF8 MMACHC NASP MUTYH ZSWIM3 AP3B1 USPL1 PEMT SCO1 COG6 SRRM1 WDR74 SLC2A11 ZNF767P BTG1 CCDC59 HSD17B4 DPF2 ERG28 MED6 CCNB1 THUMPD3 KATNBL1 EMC7 NAPG LDHA NARS1 RBM17 DDB2 FADS2 TMEM258 TMED7 ANXA1 HAVCR2 CCNJL RNFT2 TRAFD1 PNPLA8 HILPDA SRPK2 NAT10 ATP5MC2 ITGA7 BLOC1S1 TROAP B4GALNT1 COQ10A PAN2 ESPL1 HNRNPA1 PRADC1 CCT7 GNS FHOD1 NTPCR DHX9 PIGC EDAR MRPS9 WASHC4 SLC41A2 MED4 C7orf25 NUP42 ZDHHC4 TBRG4 DDX56 ZFHX2 CALCOCO2 NMT1 SRSF1 TACO1 KAT7 NDUFB5 MRPL47 TANK EPRS1 SMPD4 DNAJC1 TOR1B TOR1A TEX10 TRMO XPA DERL1 MYC DCTN3 CD72 RPS6 NUMA1 TGS1 RPLP1 LRRC49 RSL24D1 IFT172 DYNC2LI1 SULT6B1 RAB1A PREPL LRPPRC FAM149B1 RPS24 DNA2 ATIC SMARCAL1 PARP9 TMOD3 PPCDC HERC5 NUP54 G3BP2 C1RL NDUFA9 PEX5 LLPH SNRPF GIT2 TCHP TARBP2 NABP2 CSAD MYG1 TMBIM6 ZNF740 VPS33A DENR TMX1 SLC38A6 WARS1 COMMD4 ETFA TSPAN3 WDR61 NCOA2 MAN2C1 TPM1 ULK3 SCAMP2 POLG TICRR DET1 ZNF710 UNC45A SH3GL3 SEC11A PMM2 PARN FTO KIFC3 MAP1LC3B MEAK7 ZSCAN32 MED9 NCOR1 COPS3 NOB1 PRPSAP2 SCRN2 G6PC3 CLTC WRAP53 TP53 SLC16A3 EIF4A3 CSNK1D TBCD NARF RPTOR WDR45B MBD1 P3H4 SLC39A3 DUS3L TMEM91 IFITM3 SAE1 PSMB6 ZNF473 FAM71E1 RPL13A NOSIP PRDM16 RPL11 GPN2 MPC2 UFC1 PPOX NUF2 RGS5 PFDN2 PRCC RRNAD1 ISG20L2 TOR1AIP1 PRUNE1 TARS2 SETDB1 MCL1 MINDY1 ENSA INTS7 TPM3 HAX1 CREB3L4 KCNN3 C1orf43 CEP170 ACP1 SNAP47 CNIH4 C1orf35 CAMKMT CALM2 CHAC2 WDPCP MRPS5 EXOC6B CCDC150 SUMF1 FANCD2 TAMM41 VGLL4 CSRNP1 SHQ1 NFKBIZ ABHD10 ATG3 RPL37 SKP2 GIN1 PPIP5K2 SLC30A5 BTF3 ATG12 YIPF5 DDX46 TRIM41 MTFR2 CDCA5 ATXN7L1 MEPCE TMEM209 AGBL3 ZC3HAV1L TMEM140 ZNF182 RPL10 CHMP7 PLPBP GOLGA7 EBAG9 UTP23 NDUFB9 TATDN1 ZNF7 SLC39A4 HAUS6 CEP78 ZNF462 MRRF POLE3 GTF3C5 ZEB1 FRA10AC1 MTG1 TAF5 PDCD11 TUT1 C11orf49 RPS3 FADS1 CPSF7 B3GAT3 PPP4C ALDOA TLCD3B HIRIP3 ABCB9 UBC ITPR1 NGLY1 OXSM UEVLD ANK3 SRFBP1 KCTD14 NDUFC2 CDC123 QTRT2 AMN1 DST ARL14EP CWF19L2 XRCC4 ZNF773 ZNF776 RPP38 SPEF2 LMNTD1 RANBP2 AHCTF1 CYRIB NMRAL1 ZDHHC7 SDHAF4 MIA3 BUB3 ATP5MC3 CCDC174 DPH3 OXNAD1 EME1 OTUD6B GTF3C6 AGPAT5 ZFYVE27 SLC25A28 OXA1L CNOT8 NUP205 PDIA4 KDM8 DEPTOR VPS37A CARNMT1 NDUFAF6 ATP5MPL RPL30 TYSND1 NPTN TBC1D31 NSMCE2 ZNF689 RPUSD3 CLDN12 ST3GAL2 ZNF19 RNF111 SLC38A10 C9orf43 AP3S2 CIB4 WIPI2 PAFAH2 NIT1 NDUFS2 CCAR2 LAD1 ATP5MC1 GOLGA6A ADPGK PSMB4 C1R NAE1 DRC7 CHCHD6 LYPD5 ZNF230 ZNF714 C19orf47 TOR2A SPTBN4 BRSK1 DEDD2 NEK8 TLCD1 CHTOP RUSC1 CPSF4 MRNIP RPL8 NAPEPLD PSMC2 DMKN NPHS1 THAP8 PLXDC1 SAP30BP PRPSAP1 TMEM143 ALDH16A1 LSM12 EMC10 DBF4B LARP4 SYCE2 ALOX15 RNASEK-C17orf49 ZFPL1 NOL9 ARPC5 NCSTN C1orf74 BPNT1 TFB2M CNST PPP1R21 REL PUS10 PEX13 MEMO1 CLHC1 PRORSD1P CFAP36 BBS5 TDRD10 HELQ MRPS18C KRTCAP2 TSACC CCT3 TMEM79 SSR2 SGO2 CLASP2 SUCLG1 RPL22L1 SNHG16 NEPRO SPICE1 CCDC191 CCNL1 RPP14 APBB2 U2SURP DTX3L SMIM12 IFT122 ZNF691 MOCS2 TMEM161B LMBRD2 AGGF1 GRPEL2 ARSK TIGD6 NSA2 GFM2 CCDC127 DAGLB STK17A ZNF12 STEAP1 DNAAF5 TMEM184A NOS3 FMC1 SLC25A32 INTS8 TMEM67 WASHC5 METTL2B ALDH1A1 HNRNPK PGAP4 ZHX1 PIGO ARHGAP12 MICU2 NUDT5 PRPF18 TAF3 VDAC2 ABRAXAS2 PMPCA ENTR1 DDX21 ZNF219 TRUB1 ZFYVE1 ANKRD2 PSMC3 IFI27L1 HIF1AN NDUFB8 API5 NOLC1 ARIH1 COX11 FAM227B STXBP4 BORCS7 NUDT13 XRRA1 CENPN PKD1L2 MAPK7 MCM7 ZNF3 TK2 HSP90B1 ATF7IP2 COG1 SAAL1 CIAO2A PCLAF DCTN5 STAT6 MRPL16 PHB SAMD14 TRUB2 COQ4 URM1 CCDC103 ENDOG ISLR2 CDK12 TBC1D16 PRRT2 ZNF23 ZNF668 ZNF646 VKORC1 MVD TP53I13 PROSER3 AXL LENG8 ZNF526 ZNF146 ZNF283 SPINT2 C19orf33 DNAAF3 UBXN6 ZNF444 TSR1 CYB5D2 OTUB1 SPRYD3 ZNF232 MRPL58 EVPL SRP68 TMEM68 GHDC E4F1 KCTD5 SDHAF2 RAB3IL1 SLC3A2 PBK PAFAH1B2 DDIT4 NKIRAS2 DNAJC7 THAP11 POLR3D FEN1 HEXIM2 ZSWIM1 USP39 LRRC28 HNRNPH1 ZBBX NSMCE1 SLC33A1 SNUPN ARL13B METTL15 HINT1 INO80E NFU1 C15orf40 RAMAC NRG4 UGP2 TOR1AIP2 TM4SF1 TMEM42 CHRNB1 SLC16A5 ADPRM PDCD6IP GLB1 GON7 ELP5 CDK1 UBB TMED10 SP7 KRT8 METTL7B NUDT9 PFKFB3 NUDCD2 IRF2BP1 COMMD5 ATF7 GPR37 TRIAP1 NDUFA3 OSCAR MORN4 ZNF692 PGAM1 ASXL1 WIPF2 BCL2L1 P2RY6 BPTF RPS7 TVP23B RAB33B KRCC1 CYCS TEFM MRPL13 ISG20 MACROD2 BPGM CLP1 HCFC1 RAD9A WASHC2C MUS81 RAB37 RPL38 CES3 PDP2 RNASEH2C OXSR1 KAT5 FAM222B KDM2A ADCK5 COMMD1 AHSA2P TRIB1 TNFRSF10D TNFRSF10C LRFN4 TOMM20 JUP ENDOV RBM4B LEMD3 C16orf91 TRMT10C ZBTB4 LIG4 C12orf76 CNTNAP2 BBS1 MSL2 TMEM167A RSRC1 RAB1B PTDSS2 TVP23C MED16 BANF1 CHRNA7 EIF1AD ZNF25 RFESD CLCF1 PAAF1 TMEM70 LINC00476 TTLL11 TOMM5 CTDNEP1 NUPR1 SSNA1 TMEM39A ATAD5 RPP38-DT ANAPC2 CDC26 EID2B SPRYD4 ZNF575 WDR25 PHLDB3 CNTD1 SCAND2P ZNF843 LRRC37A3 FAM91A1 WSB2 SEC24C SIX5 SLC38A9 WDR73 CHD9 MAN1B1 TIMM22 GBA THAP5 TMEM94 AP3S1 GRB2 IMP3 SH2B1 TMEM11 ZNF354B FAM220A COX14 KLHL11 FAM219B DPY19L3 SELENOW DPM3 CYC1 SPTY2D1 FUCA1 CLK3 SHARPIN GCC1 MAF1 PIPOX PDXDC1 LINC00652 BBS10 PUF60 PSTK LINC02870 ANKRD18A CCDC43 CUEDC1 NQO1 AEN POLR2A CFAP65 DDX60L RNF135 ACBD4 MRPS23 ZBTB20 RNF41 LINC02724 COA4 MRPS11 NOP10 TSEN54 MRPS16 RAD51B EXT1 SHMT2 ZSCAN22 C1S PGBD4 NPLOC4 TSPAN10 PLCB1 RPS17 ACBD3 AFMID RABIF RUVBL2 SF3A3 GRIN2A ASB7 TRIM52 TBK1 TBL3 KCTD16 RBM12B TOB2 COA3 VPS33B ADAP2 LRTOMT CMSS1 TM2D3 TSSC4 COPB2 NUTM1 SEPTIN9 ATL3 NDUFA12 NOC4L UBOX5 INTS5 RPS27L LRRC37B DDX51 ZNF74 CDNF CCDC137 TMEM105 RAD51D TMEM179B SDHAP1 SEPTIN7P13 FAAP100 NR2F2 WASH3P PBX1 MORN5 HDHD5-AS1 POMK AIDA CYP2R1 ANKRD46 POLR3C WWOX CIDECP1 KIF18B MRTFB CCDC30 LYRM7 SPIN2B CMC1 HSPA14 ZNF286A SPRY4 TCEA1 SECISBP2 PLSCR3 AC091057.1 LAMTOR4 TUBB4B CENPP CIBAR1 C19orf54 NBR1 CFAP54 CLN3 UROS SMIM15 RBM34 RPL14 FBF1 ALKBH2 UBE2Q2P1 CRYM-AS1 C8orf76 MYBPC1 CCDC189 ZNF250 HRCT1 RNF216P1 SUPT5H IARS1 POM121 ZNF565 NTNG2 ZNF34 PPP1R26 IPO4 ANAPC7 MAN2A2 ZNF782 NF1 S100A2 ZNF252P FUT11 WDR5B WDR45 LRRC8B H3C12 PSMD12 C1D ZNF655 HNRNPAB TOPORS PSAP MCMBP KLHDC1 ZNF780A ATAD3A ZNF461 GPAA1 MPZL1 SNHG12 NOL8 ZNF84 MAK16 GRK6 AKR1B10 ZNF248 HIBCH ZNF251 DDX42 RPL23A TMEM116 ZNF26 OGA TXNRD1 ZNF627 TTC37 FAN1 TOGARAM1 ZNF652 MTCO3P12 RPL10A ZNF830 CNOT7 SCAMP5 PNP SFT2D1 ARHGAP11A ZNF277 SELENOT CIPC PRC1 RPL39 SMG5 KIFBP SNORA21 SNORD104 RNA5SP448 RNVU1-3 VTRNA1-3 TATDN3 CHIC1 PHACTR4 GPRIN2 OXLD1 PJVK MRPL38 HSPA1A NFKBIL1 MRPS18B LINC02210 AL133464.1 TRIM27 MRPL53 DCTN1 FAM201A C12orf73 SLC35B4 SDHAF1 E2F4 MUC12 AC004980.1 PLPP6 TTC23L LNP1 RNVU1-30 MIR320A MT-TG SACM1L TAS2R14 LINC01089 ZNF580 NUP62 FAM24B TRIM59 RPL12P38 MXD3 COG8 SYNJ2BP ARL2 SRA1 NDUFS3 ATP6V1G2 DDX47 PPM1N MDP1 CPNE1 AMZ2P1 TTC41P APTR VPS33B-DT FAM187A TOMM6 SEPTIN7P2 ZSWIM7 ARHGEF28 PHB2 AC141586.1 MSMP FASTKD5 GOLGA8B DHRS4-AS1 SYCE3 CKLF PAM16 RNASEK NBPF1 RNU6ATAC FANCG AP4M1 FAM200A RNU2-17P RNU2-2P LGALS8-AS1 EDRF1-DT PRR29 LINC00620 SVIL-AS1 POT1-AS1 NRSN2-AS1 DHRS4L1 ERCC6 PIGBOS1 NUP50-DT ZNF25-DT LENG8-AS1 FAM66C SRRM5 LINC00511 DNAJC9-AS1 SPAG5-AS1 HDAC2-AS2 WEE2-AS1 LINC02766 ITGB1-DT PRRT3-AS1 SCTR-AS1 ITPR1-DT SGO1-AS1 GORAB-AS1 PRH1 RFX3-AS1 SMIM26 ELN-AS1 AC211433.1 PET117 SNHG15 SNHG7 AC016876.1 NKAPP1 BTBD18 EIF2AK3-DT LINC01952 LIX1L-AS1 ZNF879 SP2-AS1 FAM133B MAPKAPK5-AS1 JRK SDCBP2-AS1 RIPOR3-AS1 SEC61G-DT GAS5 SNHG20 HGH1 SSR4P1 CPB2-AS1 TTC28-AS1 ZBED5 ZEB1-AS1 CDKN2AIPNL GS1-124K5.4 LINC01409 LINC01497 FAM21FP LINC00649 PTENP1 ABCA17P TMEM250 RBM14 LLPH-DT NME1 ARPC1A AC002467.1 ATP5PO ARPIN DECR2 FLNC-AS1 MRPL33 PPAN-P2RY11 MRPS31P5 UPK3B TMEM199 RBM12 OR2A1-AS1 RPL30P11 GABPB1-AS1 MALINC1 RNF139-AS1 USP2-AS1 AC008393.1 DRAIC NSMCE1-DT SNHG6 AC090515.2 AC010198.1 ZNF84-DT AC100861.1 ZBED5-AS1 AC090061.1 GPRC5D-AS1 CKMT2-AS1 AC008966.1 TMEM161B-AS1 NRAV BCKDHA TRIM52-AS1 LINC01962 RBM14-RBM4 HAS2-AS1 AC046134.2 HAUS5 LINC01091 PVT1 MCPH1-AS1 PDCD6 AL139353.2 GLI4 LINC01596 SNHG21 TMED7-TICAM2 MALAT1 AP002852.1 ALG11 MINCR ATXN7L3B OTUD6B-AS1 SIRLNT LINC01151 ZNF260 AC090200.1 AP002495.1 CHMP4A EEF1G CKLF-CMTM1 AC005324.3 HTD2 UVRAG-DT AGAP2-AS1 PXN-AS1 ITFG2-AS1 POLG2 GATC AC068888.1 GIHCG CHURC1 AC090001.1 RTEL1 AL160314.2 SYNJ2BP-COX16 CEP95 AL359317.2 TVP23C-CDRT4 NDUFC2-KCTD14 SMIM6 ZHX1-C8orf76 THTPA MRPL46 LINC00933 AC007610.1 AL050341.2 NORAD MIR762HG AC008074.2 LINC02240 HSPB9 AC007541.1 SNAI3-AS1 AL163051.1 LINC02136 AC138627.1 TMEM202-AS1 AL023803.1 AC124068.2 LINC02168 AC005670.1 DHX33-DT AC092115.3 CORO7 OVCA2 MRPL12 RNF213-AS1 ZNF213-AS1 NFE2L1-DT IKBKE AC025682.1 SUZ12P1 AC018521.5 C1QTNF1-AS1 RBM8A TIMM23 AC132938.3 LINC01970 SEC22B STRADA SNHG25 MRPS21 AC006213.1 AARSD1 ASB16-AS1 AC007773.1 ATF7-NPFF SNHG30 AC015936.1 AC007786.1 AC002115.1 LIN37 MZF1-AS1 MAN1B1-DT AC008735.3 TSNAX-DISC1 BORCS7-ASMT MTCO3P22 RPS10-NUDT3 MMP28 AL035530.2 AC025181.2 LINC01749 POM121C FAM193B-DT BTF3-DT GTF2IP13 PPP4R3B-DT GTF2IP20 PPP1R21-DT WDR5B-DT GAR1-DT ARL2-SNX15 RAB33B-AS1 CWC25 ZNHIT3 RCC1L PPP4R3B SYNRG SCARNA16 AATF PIP4K2B LINC00540 LINC00869 TYW1B PCGF2 RNVU1-4 PSMB3 RDM1 DDX52 RNVU1-2A MYO19 MIR6781 ACACA MRM1 H2AC17 MRPL45 LINC01451 MIR4521 LSP1P5 AC068587.4 MIR5087 ZSCAN2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN2_TARGET_GENES RAD52 SARM1 FKBP4 KDM1A VPS50 PAF1 MARK4 PSMB1 ST3GAL1 POMT2 BTK NME1-NME2 ERCC1 GLT8D1 MNAT1 SLC45A4 GLRX2 PEX3 SH3YL1 NSUN2 MTREX FAM214A C12orf4 R3HDM1 PTCD2 MSMO1 FOXN3 MRTO4 NDC1 ACAA1 MRPS35 SFSWAP MON2 ZNF112 CS VMP1 BICRA SPHK2 RPL18 MED29 CCN5 SUGP2 WDR3 GOLGA5 LRRC40 TRMT11 ZFAT DHX29 COASY NUCKS1 SMG6 ALDH3A2 XRCC1 SMARCE1 CLASP1 CA12 ZZEF1 SRI SEMA3C CELSR1 ZNF37A SART3 MKRN2 PPP1R12B EXOSC5 UBE2K PCM1 FKBP7 TNS1 REXO1 CARMIL1 RABL2B JMJD4 ERC1 HAL HADHA AK6 WDR47 MGST2 HSD17B2 EDEM2 DNMT3B FKBP1A ZNF343 SNX5 MAPKAPK5 DZANK1 PEBP1 ZBTB25 LYZ EFNB1 TF ALKBH5 APOH OSGEP SUPT16H COMT VNN3 PGC ZNF184 TMED1 NRP1 SETD1A POLR2E PES1 SUN2 DNAL4 ST13 RBM23 VTI1B TIMM9 GSTZ1 KIAA0586 TELO2 CCNB1IP1 APEX1 DHRS2 CHD8 DCAF11 TM9SF1 SLCO4A1 JAG1 CDK5RAP1 RPRD1B CEP76 SMAD7 TBL1X PIN4 CENPI LONP2 VAC14 COG4 UBE2I HMOX2 TJP1 CSPP1 INTS9 DECR1 LAPTM4B FGL1 PPP1R37 CACTIN NOP53 TMEM147 HPN LMBR1 LFNG CPVL CHN2 GARS1 PDAP1 BUD31 LSM5 MOGAT3 EIF4H SEC61B AMBP RASSF4 NUFIP2 RAPGEFL1 RNF43 GOSR2 GALK1 ABCC3 EFTUD2 VTN UGT2B10 SEPSECS NKX3-2 HSPA8 EHD1 TMEM109 APOC3 PDHX AMBRA1 POU2AF1 RAD51AP1 MGP KRR1 LPCAT3 SUDS3 PRKAB1 RWDD1 PAK1IP1 RPS12 C6orf62 TBP HMGCS1 HSPA9 HMGCR ITK ARSB ST8SIA4 SKP1 SEC24A TTC33 WWC1 HMGXB3 BNIP1 STC2 NIT2 FAM162A ARMC8 XRN1 KAT2B IQCG MRPL3 PLSCR4 SPCS1 KANSL3 CCL20 STAM2 CENPA PSMD14 TACR1 CCT4 CHMP3 COX7A2L PNO1 ORC4 THADA C2orf42 TIA1 VAX2 NFE2L2 FARSB RO60 UCHL5 SRSF11 TSNAX ACADM RBBP5 RAB29 IPO13 PRRC2C DARS2 NEK2 APOA1 SLC16A7 RXYLT1 GTF3C3 DYNC2I2 GLE1 CNTRL MAPKAP1 ALG2 IFT43 NRDE2 DNMT3A DENND10 CENPL GORAB CCDC77 PROSER1 UFM1 HSPH1 ALG5 EXOSC8 TGFBI FAM53C ARL1 SORBS3 RDH10 SLC35B1 ZRANB3 RPL21 EEPD1 VPS26A PFDN5 C4BPB DNPEP INHA MOGAT1 OBSL1 PCK1 ZNF576 OARD1 RPS10 H2BC11 RREB1 SSUH2 UPF3B MRPS7 GGA3 NUP85 SLC25A19 GTF3C4 DDX31 RPL23 C3 RRBP1 MGME1 NCLN UROD HECTD3 NR1D1 TRAP1 ZC4H2 COX7C EMC1 MACF1 POR POT1 KLHDC10 PSMG2 PSMA1 SLC44A2 DOCK6 ANGPTL8 TOMM40 NSUN5 FUT5 ACTN4 NDUFA10 GDF15 EIF2S3 MED18 DNMT1 RGN TTLL9 ZNF227 G6PC TOP2A RARA ZSCAN5A NR0B2 ACTR10 ZRANB2 PCBD2 POLR3F TOE1 MUTYH PPP1R3D FAM104A SLC39A11 C1QTNF6 C12orf29 DPH6 SORT1 CDC73 DTNA DZIP1 UBQLN1 HAVCR2 TAOK3 HNF1A NAT10 CAPRIN1 HEY2 DYNC1LI2 AGT CEP350 MARCHF7 EPRS1 VPS45 KCTD3 IL1RN CCDC115 IMP4 UGGT1 STAM SMC2 CDK5RAP2 CMTR1 KIAA0319 FLOT1 C6orf52 SLCO2B1 DDX60 GTF2B RABGGTB HADHB SULT6B1 SLC5A6 ATRAID MYOF DBR1 RPS24 SMARCAL1 FAM13A ZGRF1 INHBE SNRPF MBNL2 SERPINA10 TLE3 IGF1R CYP1A1 ABHD2 NKD1 ZFHX3 NCOR1 C17orf80 CLTC ASGR1 GRB7 GEMIN7 SERBP1 PIGK HMCN1 PI4KB ANXA9 MRPL9 OAZ3 PKLR SNAP47 NVL HNRNPLL RPS27A MRPS5 TPRKB RABL2A CCDC150 CTDSP1 ACKR2 AMT AHSG CENPC TBCK SRD5A1 NHP2 CPLX2 FARS2 TRIM41 RPL7L1 MEPCE HDAC8 TAF1 HMBOX1 DNAJC5B RPL7 POLR2K POLE3 PTGES2 LRMDA FRA10AC1 APIP DGKZ SLX4IP COMMD7 HNMT SPATA4 SEC24D UPF2 RABGAP1L CCNO SLC30A6 UTRN RAD17 ADGRF4 NMRAL1 SREK1 HS2ST1 MIA3 NCAM2 ATP6V1C1 NUP205 MED7 ADK BATF SUPV3L1 BRPF1 SMG1 C8A C1orf158 C9orf43 BABAM2 CDC25C H4C8 APOA2 SNF8 GPBP1L1 TMEM69 ZNF235 CCDC58 TFF1 MED27 FBXO27 BDH1 SYCE2 TAF6L TMCO4 AXDND1 PKDCC PUS10 CLHC1 VSNL1 LYSMD1 SCNM1 RNF25 STK36 STT3B SUCLG1 PRKCI FABP1 NKX6-1 CCNL1 TMEM41A RPN1 AIMP1 FBXO8 CEP44 ICE1 RHOBTB3 ACSL6 SEPTIN8 SLC35A1 KIAA0895 DLC1 FXN PCF11 LRR1 KLHDC2 ARF6 TTC8 VDAC2 GHITM NSMF PSMC3 NUDT13 CYB5A SEC11C BLCAP STAT6 SMAD3 CCDC103 DPEP2 ATP5MG IRGQ VKORC1 DNAAF3 NXN C19orf48 ZNF83 COA6 H1-4 RAB31 CDKN2AIP LDLRAD4 FAM178B IRS1 LMAN2 EFNA1 SLC38A11 PCBP1 ASPSCR1 TM4SF1 GLB1 PRDM10 TMED10 GPRC5C ACYP2 KIF5B RNF139 RBKS FGA NME6 ISG20 ZNF131 FGGY ZFAND4 DMXL1 FAM222B COMMD1 ABCD2 TRIB1 RNASE11 PSMD1 TOMM20 GPR160 SLC25A30 DDX23 MRPL11 SLCO2A1 LARP7 PDZK1 PDE12 ATG13 SART1 SLC35E3 ZNF169 ETV4 DOK7 SPHK1 NANOGP1 ANKLE2 FBXO39 TIMM22 PAWR CENPBD1 BOLA1 ZNF354B GADD45GIP1 GEMIN4 PCBP1-AS1 F2 CCDC43 ZNF609 HARBI1 MIGA1 H2AC6 H2BC4 PCGF5 LINC02363 SCRIB SLC26A11 SGSH RAD51B EXT1 GLTPD2 TTC3 RPL35A SLC25A21 SELENOF SMG1P5 MACC1 FAM3B SNRNP35 CMSS1 H2AC20 H2AC21 RPL23AP82 H1-5 ACTRT3 TXNRD2 H2BC21 EIF4ENIF1 TMEM106A DGAT1 AP3M1 BRF1 NELFA INTS5 RPS27L H2BC13 METTL7A SETD4 ZBTB6 SLC51B CYP4F12 MST1P2 RPS23 PCLO MIR22HG HYAL3 SERPINA11 ESPN NAP1L1 THSD4 DNAJB13 H1-2 AC091057.1 RAB42 TMPPE ZNF383 NHLRC3 FAM120AOS ADAT2 NDUFA4 SF3B3 ZKSCAN3 RRP7A ZNF79 STK40 GREB1 XPNPEP3 NIF3L1 GARS1-DT ZNF565 GDAP2 ANAPC7 ZNF782 TTC30B AMZ2 H2AC13 H2AC11 TOMM20L NHLRC2 H2AC7 CASP4 H4C3 H3C12 PSMD12 CH17-340M24.3 H4C11 SERPINA1 ZNF165 LRP10 RPL37A ZNF81 OCLN H4-16 ZNF335 ZNF813 SPRED2 UVRAG DDX39B C6orf89 CTR9 ARHGAP11A CES1 CAPZA2 DCLRE1A MIR378A SNORA21 RNU5B-1 RNU5D-1 RNU6-745P SNORD118 RNU6-563P SNORD48 RNU4-2 H2BC18 LINC00963 MRPL38 SP5 NEU1 SNHG32 HSPA1B VARS1 VWA7 MBD5 BAG6 RACK1 C9orf135 DCTN1 EXOC3L4 ATP6AP1L SMG1P2 HCG27 SNORD45C SNORD101 SNORA14B RNU6-813P TSN CFAP45 CLIC1 RPS29 DDX47 ZNF321P KLRK1 MDP1 AP1G2 ZNF891 LYRM4 C19orf38 FIS1 RPL39P5 FAM187A STARD10 SEPTIN7P2 LINC01588 AC141586.1 CROCCP2 IGSF23 LINC01881 MIR1302-4 LINC01124 RNU2-63P RNA5SP21 AFG3L1P CHROMR TANK-AS1 COL18A1-AS2 LINC01770 C9orf135-DT EIF2S2P5 SEPTIN7P3 BAZ2B RPL39P40 SRRM5 SMIM2-AS1 LINC02832 RPL7P30 LINC01820 TXNP5 RPS20P25 NLRP7P1 AL023755.1 RGS17P1 ZRANB2-AS2 SERPINB9P1 LINC01293 MIR205HG GORAB-AS1 COA6-AS1 HS1BP3-IT1 HSD17B3-AS1 RPL37A-DT SLCO4A1-AS1 RPS2P32 PTGES2-AS1 SNHG7 GPX1 STXBP5-AS1 H2BC15 DDX39B-AS1 ZNF37BP FAM133B MAPKAPK5-AS1 H2AC5P DSCAM-AS1 TMEM147-AS1 AL391832.2 NME1 RN7SL621P PPIL3 RPL23AP7 TM4SF1-AS1 AADACP1 LINC00886 RPL7P41 RPL36A DECR2 NAA80 CFB WDR92 N4BP2L2 GABPB1-AS1 RNF139-AS1 ZNF585B AC044802.1 DPH6-DT BCKDHA LINC02428 FMN1 LINC01016 CLRN2 MGC32805 SELENOP ZBED3-AS1 GLUD1P3 GGCTP1 LINC01843 UGT2B27P RNU6-781P MTND4P7 LINC02237 HOXA-AS2 UVRAG-DT AL590627.1 LINC02747 ITFG2-AS1 SMLR1 AC010186.1 HP RPL36A-HNRNPH2 LBX2-AS1 CNPY2 AC090001.1 AL139021.2 LINC01146 AOC4P AC092287.1 STAM-AS1 AC026462.3 HPR AC005670.1 ZNF234 MIR5684 MIR3189 SNORD95 MIR5707 MIR4259 MIR4437 MIR5695 MIR4645 LINC00663 TBX2-AS1 AC138150.2 ZNF56 ZNF285 MIR497HG AC006116.7 ZNF224 SLC25A53 TSNAX-DISC1 RPS10-NUDT3 IER3-AS1 SLC30A6-DT CHASERR H4C12 H2BC14 H2BC8 TAF9 RNVU1-27 H2BC6 RCC1L H2BC17 RNU11 LINC02340 H2BC9 H2AC14 H2BC3 H4C5 H2AC8 H4C4 H2BC7 MIR6811 SCARNA2 GGNBP2 MRM1 H4C1 H2AC17 H4C2 MRPL45 LINC01101 SEPSECS-AS1 PBRM1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PBRM1_TARGET_GENES STK24 NPAS1 TSC22D2 INSYN1 TMEM229A NR2F6 STK24-AS1 MTND5P11 ZNF329_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF329_TARGET_GENES RAD52 SLC25A13 ST7 REX1BD MARK4 CDK11A RPS20 VTA1 NME1-NME2 TMEM159 CD6 PEX3 LSG1 ERCC8 LAMA3 ARID4B KIF1B ITIH4 RC3H2 DNAJC25 PSD SPAG4 NGFR BORCS8-MEF2B RFXANK TMEM161A PFKP STOML1 PKM KIF2A SLC44A1 ST6GALNAC2 ADGRL1 SREBF1 SLC24A1 ANO8 VPS9D1 MKRN2 EXD2 ZMPSTE24 FAM234B MTIF2 NFX1 ALG9 SMOX RPL6 GCN1 P3H2 MYO15A ZC3HC1 TMEM101 HECTD1 TRPM7 TPSD1 HSP90AB1 BCL7C MKNK2 POLDIP3 PPP4R3A SRP54 ZMYND8 BMP7 CDK5RAP1 MRPS31 VWA8 TRADD ZNF821 TAF1C BCKDK IL21R TMC5 TRIP4 DTWD1 BLOC1S6 FZD3 GDAP1 MTMR9 SARS2 FCGRT PLD3 PLIN3 RPS19 ISYNA1 DNAJC2 TTC26 SSBP1 CYP3A5 TRDMT1 STN1 PIGL RAI1 GOSR1 AKAP10 ALDH3A1 C17orf75 TRIM2 TBC1D19 HIPK3 PRPF40B KCTD10 ATP5F1B ITFG2 DDX55 NT5DC3 RWDD1 RSPH4A SMIM8 MAPK14 MDN1 MED23 RPS12 TMEM30A THBS4 LNPEP FAM162A PDCD10 HES1 DGUOK SF3B6 NDUFS7 CCDC88A BCL9 MTR KLHL12 RBBP5 FAAH RSRP1 SLC35A3 NSL1 ARID1A KMT2A IFT46 B4GALT6 GTF3C3 WDR11 SERP1 SOCS2 POLR3GL OCRL CYREN PKN1 SPRYD7 KBTBD4 STIL RAB9A STX16 AARS2 ZNF391 HROB SLC25A23 SNRPB ZNF133 MAX TUBGCP3 MCF2L PCID2 IFI6 CANX ADGRE2 PKMYT1 RNF6 MYO1B EIF2AK4 THAP10 SHBG ASH2L TTI2 LDLR CDC16 GTPBP3 COLGALT1 SSBP4 OSBPL2 CLIP1 AAR2 BPIFA2 ZNF227 RPL27 AOC2 GRSF1 VPS13B IGHMBP2 USPL1 DSTYK SLC41A1 COX16 RELCH CCNH PIWIL4 WDR36 USP30 HRK ADGRB3 KHDC1 LCA5 B4GALNT1 PKIB COG2 MRPL44 TMEM127 SLC41A2 NEK3 VPS36 RSAD1 TACO1 CMTR1 NUMA1 RAB30 RNF121 YAP1 NDUFAF1 LRRC49 INTS14 GSTCD INTS12 MAPK8IP3 SLC38A4 DUSP6 CUL4A MAN2C1 NCOR1 C18orf21 SAT2 SLC39A3 PFKL DPP9 ZFP14 WTIP MAP3K6 ITGB3BP MTF2 NUF2 RGS5 HDGF RGS16 TOR1AIP1 TARS2 ADAMTSL4 GABPB2 EIF2D ATP8B2 NVL CNIH3 GALNT13 GULP1 UNC80 COPS7B SNCA RPL37 PIK3R1 GIN1 PPIP5K2 COMMD10 ATG12 TNIP1 PHIP LRP12 SURF4 REXO4 NACC2 CAMK2G FRA10AC1 HYOU1 DSN1 VPS51 SRFBP1 DST SAR1B GGPS1 SREK1IP1 CWC27 ASAP1 CEBPG ENPP3 MIA3 ANKRD40 AZIN1 NUP205 TMBIM4 KCNMA1 ATAD2 PDE6D ZFYVE9 SLC37A3 AP3S2 PAFAH2 FANCC ZNF276 CCAR2 CFAP298 ATP5MC1 RCAN1 ADPGK GPBP1L1 TMEM69 CCDC58 FAM207A MCM3AP C19orf47 ZDHHC12 PWWP3A PSMC2 ACOX1 POLR3K SNRNP25 PAQR4 WDR26 PUS10 PEX13 DISC1 COQ8A CGGBP1 TMEM79 SERPINI1 PRKCI C4orf3 NDUFAF2 AGGF1 NSA2 GFM2 DAGLB MICALL2 CXorf58 FAT3 BMS1 CASP7 PACSIN3 ALKBH3 COX11 FAM227B STXBP4 BORCS7 IFTAP GARRE1 CFAP52 PCLAF ISLR2 CDK12 SMG8 RAB4B PSCA GLOD4 KCTD5 PBK BDKRB2 STAT3 TNIP2 SNUPN SPNS1 STX8 CDK1 TMC7 TRIAP1 NPTX1 FAM98B RAB4B-EGLN2 ZNF540 MRM3 RPS7 CYP4F11 JMJD1C ORMDL3 TEFM MALT1 TPSAB1 SYNPO2 FUT10 RELA ABCD2 TRIB1 GLIPR1L1 ZBTB4 SNHG11 C12orf76 CNTNAP2 RSRC1 BANF1 TMEM9B EIF1AD AURKAIP1 CCDC57 ZNF404 MTX3 ZBTB38 PPFIA3 GBA ZNF518A AP3S1 GRB2 DMAP1 PLEKHM3 RFLNA C3orf38 SAMD4B ANKRD18A SLC25A42 POLR2A TDRKH IST1 YBEY LINC01547 SF3A3 DNAH2 ADAP2 LRTOMT ZBTB40 OSBP2 INTS5 MANEAL TARS3 ANKRD46 POLR3C MST1P2 CYP4F3 RNF220 EXD3 ZKSCAN4 TMEM120B NOXA1 MSL1 ADAT2 CRYM-AS1 HMGB1 ZNF724 SUPT3H FUT4 IPO4 HDAC2 ZNF846 ZNF136 S100A2 TBC1D9B TPSB2 KANK2 ZNF165 MRPL21 ZNF786 PIGN ATP11AUN CDC42SE1 CFD ZNF780A ZNF461 ZNF790 RPS4X AVPR1B HSD17B11 QRICH1 TMA16 MT-ND6 MTCO3P12 PLXNB3 FOXJ3 UBE2J1 TSEN15 STKLD1 MT-ND1 SMG5 RNY1 VTRNA1-3 TDRKH-AS1 STUM TATDN3 CENPW SNHG5 EFCAB7 MAFB RUFY2 LRRC37A5P FAM201A C12orf73 TMEM211 RNVU1-15 RNU6-883P MT-TL1 MT-TE MT-TT NDUFS3 TM6SF2 FOXO1B TOMM6 ARHGEF28 AC141586.1 TMEM242 CROCCP2 ZNF579 NBPF1 FAM228B MIR1302-3 LINC01778 AL441992.1 VPS52 EPB41L4A-AS1 LINC00240 HMGB3P22 JPX P3H2-AS1 TMEM30A-DT ANKRD18DP WDR11-AS1 HPN-AS1 HNRNPFP1 LINC00687 HDAC2-AS2 WEE2-AS1 UBAC2-AS1 ZNF688 AL669831.3 TEX53 PRRT3-AS1 RPS18 NKAPP1 CNIH3-AS2 LINC01719 ARHGEF19-AS1 JRK LINC00494 ELOA-AS1 AC092809.4 NR2F1-AS1 CDKN2AIPNL RGL2 LINC01275 LINC00322 SNORA13 SNORD54 RNU7-80P NME1 RN7SL346P RDH14 BMS1P4-AGAP5 BMS1P4 CFAP20DC-AS1 MRPS31P5 DNAJC25-GNG10 RAB30-DT MTND5P11 GLUD1P3 RNA5SP200 MAILR CERNA3 VPS13B-DT ZNF260 AC011379.2 AP002495.1 LINC02695 TMEM9B-AS1 BORCS8 STX16-NPEPL1 ITFG2-AS1 ZNF225 AC156455.1 GATC TEN1 SRP54-AS1 AL359317.2 GEMIN8P1 AL050341.2 MIR762HG LINC02846 EIF4EBP2P2 SLC7A5P1 TEN1-CDK3 OTUD7B RNF115 CFAP298-TCP10L SEC22B MIR4519 AC006213.2 AC006213.3 LINC01775 AC104971.1 AC092295.2 AC008736.1 ZSCAN16-AS1 AC010531.6 BORCS7-ASMT AL390955.2 ANKRD34A DCP1A RNVU1-27 RNU11 MIR6763 VWA8-AS1 SH3PXD2A-AS1 GHET1 ZNF589_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF589_TARGET_GENES NFYA MAD1L1 LASP1 ST7 KDM7A AGK FARP2 GTF2IRD1 CDKL3 CCDC124 CRAMP1 MPND NFIX UBE3C SCMH1 PTBP1 CD22 LTF MDH1 NRXN3 VEZT ANK1 ARID4A GAB2 RFC1 CLEC16A RIPOR3 CAPG AP2S1 CP USP28 LIMA1 PTPRN USP36 FLYWCH1 MXD1 BCAT1 SLK CYB5R4 SPI1 POLR1H RHOA PRR11 NUCB2 AP3M2 RPL31 HLTF ASIC4 SREBF1 NFATC3 CYP2W1 TIMM21 ACTB RAB7A DYNC1I2 ARAF GNB1 MLLT10 TOLLIP RUNX1T1 RBL1 MEF2C UBA5 GSK3B SSH1 TTC39A NFX1 PPP1R15A TRIP6 ADD1 CASS4 SULT2B1 ALG6 KHSRP ASAP3 GCN1 ERP29 DNAJB11 MYL6 TMED1 BCL7C MARCHF2 POLDIP3 GRAP2 DESI1 RIN3 PPM1A HIF1A ACIN1 PCK2 TRPC4AP RAB5IF DNAJC5 MRGBP TRIB3 HM13 PXMP4 CHMP4B TBL1X SYP ACP5 TSC22D1 MGRN1 TSNAXIP1 CLCN7 SLC7A5 AQP8 USP31 MAZ HERC1 AP3B2 SCG3 SPG11 INTS9 CALB1 LEPROTL1 TNFRSF10A TULP2 ECH1 OAZ1 TBC1D17 SGTA PPP6R1 NUMBL YJU2 CACTIN NOP53 BABAM1 TYK2 PTPRS ZNF175 KLF1 ARRDC2 MAG CASP2 EIF3B ACBD5 TASOR2 RUNDC3A RAD51C MTMR4 DHX40 KPNB1 PNPO RNF167 SLC25A11 ICAM2 NAGLU LUC7L3 WSB1 TNFAIP1 IFT20 PHF12 FRG1 EHD1 ACCS SLC22A18 C11orf21 EXPH5 SELPLG KCTD10 CAMKK2 IL23A MAGOHB VPS29 ADGRD1 CHD4 ACRBP CDCA3 SOD2 ZNF451 ALDH5A1 MRPS30 TCERG1 HMGXB3 STC2 TBCCD1 RPL24 CENPA TANC1 CCDC88A KDM3A CHMP3 IL1R1 FHL2 STK25 MYCL RPF1 AKR1A1 UBE3D PTBP3 AVPI1 NUDCD1 ENY2 SEPTIN7P9 EPC1 NFYB LYPLA1 TEX14 MAPK8IP1 PEX16 SPINK4 PLAU PKN1 NEUROD4 NFE2 PFKFB2 PPP4R1L USP9X OARD1 CNOT1 DMAC2L BARHL1 PPP1R12C GZF1 MKKS TBC1D20 ZNF484 MASP1 HP1BP3 SMARCA4 DGCR8 ALDH1A2 CBFA2T3 LDLR PRKCSH NSUN5 SESN2 ZNF331 CASZ1 PPT1 UBE2D2 DNAJB1 LRRC41 H3-3B UNK KRBA1 CA1 ARNTL COX16 PTPN22 PUM1 GGACT WDR36 ADGRB3 PHF21A TSPAN31 AHI1 CCT7 KCNK1 DNAJB2 TMBIM1 VILL TBC1D4 COG3 NDUFB5 SKIL BIN1 CDK5RAP2 USP20 CNPY3 FCHSD2 NUMA1 RAB30 TRIM29 ZNF280D THUMPD2 DTNB OLA1 LARP1B TPH2 TMBIM6 ESD ARMH4 MFAP1 NCOA2 IGF1R CPNE2 KIFC3 CMTM3 GAS8 RANBP10 NPEPPS SLC14A1 FOXK2 CEP131 FBXO15 SLC39A3 FEM1A SH3GL1 DPP9 NOSIP RERE STRIP1 TIPRL PPOX TOR1AIP1 ADAM15 SDE2 WDPCP UBR3 MARCHF4 TCTA TM4SF19 IQGAP2 GLRA1 BOD1 ANO7 TMEM181 WTAP SNX12 HMBOX1 LACTB2 FAM83A USP6NL PPRC1 SLX4IP FADS1 CHEK1 TBX6 ENKUR GPR158 ANK3 RAD9B RABGAP1L ATP5F1A NADK2 MR1 CDYL RANBP2 PRKCA ABCA10 BUB3 CXXC1 VOPP1 PTPRN2 CDK20 SUPV3L1 MAPK13 HTR5A ST3GAL2 TMEM268 PANK4 MEGF11 PAFAH2 RNF166 ZFYVE28 CARMIL2 CALM3 ABCG1 HSF2BP RRP1B RALGDS LEMD2 CXCL16 CLPB SLC25A45 TAL1 RBBP4 TSSK3 FAAP20 FCRLB C1orf74 LYSMD1 SCNM1 EOGT ANKZF1 NFASC IFI16 RYBP SLMAP PLSCR2 ZC3H12A SAP30 ACSL6 PI16 CTSB DNAAF5 NOS3 CDK5 SLC4A2 ANKS6 MELK AKR1E2 NSD1 TSC1 GFI1B METTL3 ZFYVE1 IFI27 APBB1 PKD1L2 TK2 HSP90B1 ATF7IP2 YPEL4 FAM111A ANPEP CLPX EPB42 MYO5B JSRP1 ABCA3 SRRM2 COPS6 GNG4 IRF2BP2 ARF4 ADAM9 STX18 DHRSX SLC25A6 XPO6 KCNAB1 PTK2 TM2D2 ZEB2 SPNS1 FASN OTUD7A UBE2E3 GYPA FAXDC2 AKAP13 PRKCE CHD7 KRT13 CLSTN1 S100Z CAMTA1 SCG2 SHLD1 ORMDL3 BSG CLP1 FGGY MUS81 CFL1 EHBP1L1 STAT5B CTU2 C12orf66 C12orf76 PPM1E ZNF77 B3GNTL1 MLXIP PLEKHF2 UBE2O CSTF3 ZBTB8OS ACSF3 MIR7-3HG SEC24C RHOG SAMD9L GBA STAP2 TMEM11 OPLAH MRFAP1 DNHD1 PCBP1-AS1 RNF227 ZNF48 FGD6 SMG1P3 SCRIB AMIGO1 LSM10 RELL1 UBE2E2 SKA2 CNOT10 AP2A2 CSMD1 UTP11 ACTG1 PGP SNRNP35 PRKD1 PLA2G6 OSBP2 SUMO3 PRMT3 UBALD2 CCDC137 TEDC1 TLCD2 P4HB BRWD1 LAMP1 SETD4 MATN1-AS1 PRR5 FNBP1 IFT140 H1-2 PP7080 SUMO2 NDUFA4 WDSUB1 LCOR SIAH1 MAN2A2 FAM72A S100A2 ARHGEF12 ZNF585A LRRC8B SND1 IRF1-AS1 RPS26 H2BC12 CCDC151 ZBTB14 SFI1 ZNF649 MIER1 TMEM116 C6orf89 SCAMP5 ATG9A MFAP3L RNU5E-1 RNU5F-1 RNU1-108P RNU6-1216P RNVU1-34 RNU5E-4P SNORD48 RNU6-169P SCUBE1-AS1 CCDC162P SNHG5 PCMTD2 TMEM273 BRD2 AGER SNHG32 VWA7 LINC01257 ZNRD1ASP AKT1S1 PRR13 CFAP99 RNVU1-15 MIR193A MIR7-3 MIR584 SELENOH SLC48A1 TRAJ23 TRIM59 KRTAP2-4 SLC35F6 IRF9 LINC00887 ST7-OT4 TTC41P C19orf38 LINC02085 IFRD2 TMEM167B MIR1205 XKR9 RNA5SP60 RN7SKP168 RN7SKP192 SMPD4P1 MIR3681HG SLC9A3-AS1 CADM3-AS1 AL161452.1 CHCHD2P1 RABGAP1L-DT SNAP25-AS1 PPP5D1 ZNF341-AS1 LINC02613 HMGN2P34 TMEM139-AS1 HS1BP3-IT1 ZBED9 LINC02777 AC004990.1 UBE2E2-AS1 UBE2V1P4 CFL1P8 SP2-AS1 LINC02093 LINC01287 CHCHD2P6 ANKRD65 ZSCAN31 AC087294.1 LINC00607 ZNF815P LINC01732 LINC01358 CAMTA1-DT LINC01275 AL391832.2 ZEB2-AS1 ABCA17P LINC02863 WBP1 GET4 CRCP RPL10P7 MUC20-OT1 CCDC137P B3GAT3P1 ALKBH3-AS1 FRG1-DT RAB30-DT AC100861.1 CSTF3-DT STX18-AS1 MEF2C-AS1 LUCAT1 SRD5A3-AS1 AC026725.1 SH3TC2-DT GYPB AC025419.1 MRPS30-DT LINC00958 RNA5SP96 RNU6-218P RNU6-299P AC015468.1 AC083973.1 ALG1L13P LYN LINC02842 LINC02683 COX6CP5 LINC02695 AL157756.1 MPV17L2 TOLLIP-AS1 BRWD1-AS2 HMBS AC156455.1 ZNF350 PSMA3-AS1 SLC7A5P2 LINC01629 KDM7A-DT COSMOC SLC7A5P1 LINC02178 LINC02252 LINC01686 AC073878.1 SCRT1 AC025682.1 MIR548AW MIR4729 MIR4441 MIR3143 SRGAP2 RN7SL371P AP002478.1 MIR4766 RUNDC3A-AS1 CARD8-AS1 SIGLEC27P HTATSF1P2 MILR1 LINC02772 LINC01215 SAP30-DT DCP1A TM4SF19-DYNLT2B NPEPPSP1 MIR223HG RNU11 H2AC12 SYNRG PRSS2 RNU12 H4C5 RNVU1-4 SCARNA2 BANCR BTG3-AS1 ZNF410_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF410_TARGET_GENES RAD52 POLDIP2 VPS50 DVL2 SKAP2 RPAP3 TSPOAP1 VPS41 CDKL3 PAX6 TSR3 PIGQ DNAJC11 NFIX FYN CLCN6 PTBP1 DPF1 NUDCD3 SLC38A5 GRN ALG1 MAP2K3 NSMAF ZZZ3 SLC66A1 CTNS CAPG ATP6V1H ARHGAP6 USP28 RCN1 PRSS8 AKR7A2 GALC KCNH2 GATB GNA15 ADCK1 HAGH CASP8 CTSA SBNO2 NTHL1 TLE2 ATP11A POLR1A SLC44A1 CNGB1 ATP6AP1 DAZAP1 ZFYVE26 AFF4 PDE8A MAP3K13 TMEM131 BAZ2A ARHGEF1 SNRPA SIRT6 CIC PAFAH1B3 SMARCA2 CXCL2 NFE2L1 ERC1 DIS3 RRAGB SMAP2 BCORL1 MECOM LAT2 BAX ANKRD10 ARHGAP28 ERP29 GRAMD1A TFAP4 SPG21 GNPTG MCOLN1 DLL3 MFSD11 NUP188 SIRT1 RAB18 WASHC2A BCL7C RANBP1 CABIN1 MFNG CARD10 TOM1 ARSA RBFOX2 IL2RB SRP54 DHX35 ANKRD12 GLA FNDC3A RGCC SLC38A7 VAC14 HCFC1R1 NAGPA TSC2 CLCN7 FBXO31 USP31 STX4 FAH OCA2 BMF INTS9 KCNN4 SARS2 TRMT1 PPP6R1 PLD3 YJU2 BBC3 NAPA ATP1A3 PLA2G4C GCDH USF2 HBP1 CPED1 SNX8 TMEM248 KDM4C HPS1 UBTF CASC3 SGCA HDAC5 LAMTOR3 NFKB1 GAB1 CLCN3 NSD2 ARHGEF17 COMMD9 CD5 NAA40 CLEC2B SELPLG BCL7A PPM1H RAB5B CNOT2 CHD4 CEP85L ALDH5A1 CUTA VEGFA TMCO6 IK RASGRF2 GNPDA1 CPEB4 BBX GBE1 PCGF1 CNPPD1 STRN SLC25A12 RRAGC LGALS8 KLHL12 ATP6V0B ESYT2 CTSD COLEC11 SLC8A2 MED28 MFSD1 UBE2B PHF19 GPAM MXI1 KCNIP2 HOXB5 ARAP3 ADRA1A SPOP OPN4 RAMP3 EGR2 VPS26A RBM19 CDKN2C ADGRE5 HOXC13 SLC36A1 INHA OBSL1 CTCFL ARFGEF2 NEURL2 PEPD USP9X ZNF391 MAD2L1BP MBOAT7 SH2D3A RTN2 NRSN2 TMEM74B MAX UROD HECTD3 KIRREL2 DNAJC8 ATG14 AVPR2 HNRNPH2 FGD3 BCL11B ALDH1A2 ISLR ILF3 TTI2 DDA1 UNC13A GDF15 CALY OSBPL2 ADRM1 PPT1 SLC6A6 NDUFA2 LIN28A RFX1 DHX30 WBP2 IGHMBP2 ALDH3B2 ATP8A2 LGR6 TMCC2 HSPBP1 ARL8B MEIS2 SORT1 SOX5 TMEM165 CEP162 PHF21A DNAJC14 ITGA7 BLOC1S1 CDK4 GNS RCBTB1 BLK SLC31A2 ATP6V1G1 TEX10 FCHSD2 SMAD6 DNAJC13 SLC40A1 SLC35A5 SLC49A4 HERC3 GIT2 MAP3K12 VPS33A TLE3 COMMD4 MAP1LC3B DEF8 GALNS GID4 RPRD1A ARRB2 ARHGDIA FN3KRP CBX8 IFNAR1 LMTK3 CCN1 ANP32E EFNA3 GUK1 LBR MEIS1 SUMF1 ESPNL ANKMY1 RETREG2 ABHD10 ATG3 CAMK2D FGD2 NFKBIE PNRC1 ARMT1 KDM6A OGT HMBOX1 LACTB2 NFIB ADD3 LAMTOR1 JPH2 TBX6 DIXDC1 C2orf50 SRFBP1 FRMD4A CENPU EPG5 SH2D6 HNRNPU CMIP VOPP1 ATP6V1C1 RMND1 GNAQ PCDH1 NPTN NSMCE2 ZNF19 SLC35B2 SPPL3 MITD1 AHCYL2 DMTN RCAN1 ATP6V0D1 NR2F6 C19orf47 SPTBN4 BRSK1 VPS11 UBE2Q1 GBAP1 LMNA PLXDC1 SRSF2 RNASEK-C17orf49 RPL26 AMDHD2 TAL1 SELENON KLHDC9 FCMR POGLUT1 U2SURP SCRG1 STARD4 ERAP1 RICTOR KLKB1 GPR85 SP8 LMTK2 FREM1 WASHC5 CCDC171 ATP7A ARHGAP12 MARCHF8 GTF2A1 ZCCHC24 MAGEC3 RPUSD4 FRAT1 SPRED1 TPP1 ACSM1 NEMP1 NAB2 STAT6 TSC22D4 TCP10L2 ISLR2 NOD2 TPM4 TRAPPC2L ANKRD11 TUBA1A TUBA1C AXL ZNF146 PPP1R14A EEF2 WDR81 PXK ZNF507 MFF CPLX1 E2F6 HSPBAP1 EFNA1 MRPL1 GUSBP12 SLC33A1 SCN9A SPNS1 LIMS1 GUSB SLC16A5 GABARAP SP7 PFKFB3 PRKCE SOCS5 GRIK1 FAM241B ZNF440 GAA ZNF581 SPSB1 BCL2 ATPAF2 CALB2 ZNF131 RAD9A WASHC2C METAP1D KAT5 VANGL1 SYT12 SLC2A14 AGFG1 GOLIM4 SNHG29 DOLK DRAP1 C11orf68 ETV4 WDR25 LRRC37A3 SMCR8 MTHFR TOP3A GBA AGTRAP IMPDH2 APOLD1 ZBTB18 CDC42EP4 FOXS1 LINC00652 SSC5D FAHD1 CCDC66 SLC36A4 EHMT1 H2AW OFCC1 TSHZ2 TSKU TMEM198B LCK TSPEAR-AS2 CALN1 PTTG1IP SCN5A CSF1 FMNL1 NOC4L FAF1 LRRC37B DDX51 MRPL30 SYN3 ATP6V0C IFITM1 LAMP1 PTCH1 PLK5 KLHL32 ARAP1 RNF220 ZNF546 CHM C19orf54 PAQR9 CLN3 FZD9 ZNF292 LINC01164 LIN54 HMGB1 AKR1C3 SPATS2L ZNF565 NCOR2 FLNA MAFG IGF2R GAL3ST4 CH17-340M24.3 ADARB1 SHPK FAM118B ZNF790 TMEM116 MYL4 GET3 WWP2 UVRAG GLMP GPATCH3 COLGALT2 ARHGEF15 BHLHB9 RNU5D-1 RNVU1-21 SAMD13 LINC00963 RUFY2 MBD5 MSH5 CSNK2B APOM BAG6 DENND1C C5orf51 RNVU1-14 MIR199B RNU6-821P RNU6-700P RNU6-1000P ZNF580 QTRT1 HEXA LCNL1 MS4A18 ALOX12-AS1 NPEPL1 FNIP1 RNASEK XKR9 RNU2-17P RN7SKP140 LGALS8-AS1 ZMIZ1-AS1 MIPEPP1 NRSN2-AS1 PGM5P4 LINC01671 ITGB2-AS1 LINC01132 GUSBP11 MACC1-AS1 CCDC26 PRKAR1B-AS2 ATXN1-AS1 ELOVL2-AS1 HLA-DPA2 RNF14P1 ZNF197-AS1 LINC01503 LINC01366 ITGA9-AS1 SSR4P1 FAM21EP MFF-DT FAM21FP LINC00649 LINC01410 GET4 PAQR9-AS1 TCP10L AP5Z1 TMEM199 ZNF585B LINC01234 ZFPM2-AS1 ZNF345 RNU6-419P MINCR ZNF260 NACAP10 AP003119.2 MSH5-SAPCD1 PPP1R10P1 UVRAG-DT LINC01154 DIO3OS RPL21P7 LINC02259 AC092384.2 CCDC187 HEXA-AS1 LINC01229 TAT-AS1 MAFTRR AL023803.1 NFE2L1-DT IKBKE MIR4314 MIR3189 MIR3154 TSPOAP1-AS1 MAFG-DT MIR4276 NDUFV2-AS1 BAHCC1 MIR3646 ILF3-DT FDX2 AC009061.2 AL353135.1 AC010240.3 AP003392.5 LINC00653 RNVU1-27 RNU11 RNVU1-26 RNVU1-19 RAB7B SNORD49B RNVU1-4 FAM27B TMEM75 MIR5087 ZSCAN30_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN30_TARGET_GENES GCLC RAD52 LASP1 FKBP4 NDUFAB1 MCUB GCFC2 RHBDD2 FBXL3 ZFX SPATA20 DLX6 BAIAP2L1 AGK ARHGAP44 MARK4 PAX6 RPUSD1 RHBDF1 LUC7L DNAJC11 SYN1 MAPK8IP2 RANBP9 BTK HIVEP2 MBTPS2 CALCOCO1 MAP4K5 EHD3 TACC3 CCDC88C YAF2 WWTR1 PRDM11 NCDN ZNF839 PLEKHO1 GCLM NCAPH2 B4GALT7 POU2F2 ALG1 ZZZ3 FLT4 EDC4 RIPOR1 SLC66A1 LSG1 THAP3 LCP2 EPHA3 ATP6V1H XK VPS13D CELF2 H6PD RCN1 CLPTM1L HEXB BCAR1 PIK3CB HEBP2 MPHOSPH9 FOXN3 AKR7A2 ANAPC4 FOXC1 CYFIP2 TAB2 KMT2C SOAT1 PITHD1 CDK14 PPP1R12A PARP12 TARBP1 CDK17 WNK1 QSER1 LIMCH1 TM7SF3 ST3GAL6 TNPO3 SLC12A2 SNX24 BTBD1 ZNF76 NTHL1 IPO5 PKN2 TRAM2 SNAP91 SEC61A2 ELAVL1 ISOC1 KLF6 NEO1 TRAM1 STOML1 PKM RRP15 DHX8 ROGDI CBFB PDK3 INPP5A ATP11A TTC7A ERLEC1 ATP1B3 LRP6 PHRF1 SLC44A1 FSTL3 MNT POLB NDST1 AP3M2 PTPN21 EPHA8 MAP4K4 TCF3 HLTF CPSF1 CYBRD1 ADGRL1 ACTN1 PTPN18 TFRC SMC1A CHFR NFATC3 NDE1 SCARB1 SELENOO PDE8A IGF2BP2 MRPS34 ANO8 SEMA3C CELSR1 ADD2 VPS9D1 ACTB BCAP29 MKRN2 BAZ2A TPD52 ACACB MBNL3 DYNC1I2 JADE1 FGFR1 SYNJ2 PPP2R5C TNRC6C REXO1 RAPGEF3 DUSP13 DDX1 SESN1 PUM3 CHRNA3 AP4E1 OSTM1 EXD2 MEF2C JMJD4 STRADB COL19A1 EPB41L3 COBLL1 ITGB5 ERC1 KAT6A ULK2 TNPO1 ZNF264 ZMPSTE24 STARD7 REST EFR3B CAD SCAMP1 SEH1L WDR47 MAP3K4 RRN3 MTIF2 DDHD2 SEPHS1 L2HGDH TXNDC16 PHACTR3 ALG6 DDX18 DNMT3B ARHGAP28 PPP1R13B NSFL1C RPL6 GCN1 CDIP1 OTUB2 RCOR1 GPATCH2L SLC9A1 TFAP4 GOLGA3 EFNB1 TNRC6A SPAG7 G2E3 SEMA6A WDR76 EZR RFFL COMT AAAS EPB41L4B FKBP5 ITPR3 SYDE2 CIRBP IZUMO4 MKNK2 CABIN1 TBC1D10A TOP3B CYB5R3 LMF2 RHBDD3 TTLL1 RASD2 FOXRED2 FAM118A PYGL ITPK1 DHRS7 PPM1A EIF5 DICER1 TELO2 YY1 ACIN1 NFKBIA TRPC4AP ABHD12 ADNP DNAJC5 DIDO1 ISM1 RNF24 ARFRP1 PLCB4 NOP56 CDK5RAP1 CST3 RBFA USP14 SMAD7 POLI EEA1 FGF9 MRPS31 INTS6 ZNF629 TRADD NFAT5 CTCF POLR2C ZNF821 MMP15 NME3 NAGPA USP10 TSC2 CLCN7 ANTKMT STUB1 UBE2I EEF2K PIEZO1 SALL1 MAZ CORO2B TRIP4 MTFMT RAB11A GABPB1 CSPP1 BRF2 CPQ STK3 EIF3E GFUS EEF1D INTS10 ERI1 SLC39A14 R3HCC1 SARS2 PPP1R37 PTOV1 PPP6R1 AKT2 TJP3 MRPL4 TYK2 MIER2 CRTC1 USF2 SUGP1 DNAJC2 PON2 LMBR1 GARS1 PCOLCE IMPDH1 NRF1 POU6F2 GLI3 CLIP2 SLC1A1 DNM1 TBC1D13 DOCK8 ELAVL2 EXOSC3 ZFAND5 CCNJ HPS1 ERLIN1 TRDMT1 DDX50 MAPK8 CDH23 VSIR BMPR1A LHPP BCCIP EBF3 SHOC2 ZMIZ1 PBLD UBTF RASD1 SMARCD2 SYNGR2 C17orf75 EFTUD2 UNC119 MAPK10 INPP4B FRG1 TBC1D19 STIM2 KMT5B PPP6R3 NRXN2 TRIM3 PRDM4 COQ5 BCL7A WNT5B DUSP16 DDX55 SLC38A1 SPRING1 KRR1 NT5DC3 SUDS3 PRKAB1 ASF1A HDDC2 TPD52L1 HINT3 ULBP1 SRSF3 SOD2 CILK1 FBXO9 BACH2 E2F3 MED23 GPLD1 SLC16A10 QKI PTK7 SRF DNPH1 DUSP22 SENP6 RNF130 CNOT6 MSH3 SLC12A7 NR3C1 SMAD5 CRBN AMOTL2 KAT2B WNT5A PRKAR2A FXR1 GNB4 SLC41A3 MAPKAPK3 COMMD2 ABCC5 ABHD14B ABHD14A-ACY1 CLCN2 PSMD14 ASB3 APC2 NDUFS7 STAT1 MOB4 HSPE1 IL18R1 FHL2 UXS1 ID2 PRKD3 DCAF17 RMDN2 SLC1A4 TRAK2 NFE2L2 EPHA4 KCNC4 RNF19B DOCK7 DNAJC6 LEPR ADPRS BMP8B ETV3 RBBP5 FAAH DPH5 SLC35A3 RCOR3 NSL1 ARID1A RCN2 KMT2A MREG FBXL5 RXYLT1 MFSD1 GTF3C3 SATB2 SENP5 TRIM67 CTNNAL1 DYNC2I2 PTPA FBXW2 PHF19 DLST TGFB3 ZNF410 DNMT3A ATAD2B LGALSL EPCAM C10orf88 DENND10 HOXB3 MTHFD1L ACAT2 SNX19 MSANTD2 ALG5 FAM53C KDM3B SERP1 ZFP30 SOCS2 SORBS3 RNF170 ZNF706 LYPLA1 COPS5 COIL CEP89 B4GALT4 DESI2 MAPK8IP1 PDS5A MTERF4 OCRL ANXA11 ZNF205 SLC66A2 HERPUD2 SLC25A51 TRIM24 CYREN P4HA1 RNF11 ATPAF1 USP45 METTL8 TTC21B BATF3 KCNJ2 COQ8B NCOA5 PLCG1 SNAI1 STX16 TP53TG5 USP22 WRNIP1 AARS2 CDKN1A ATXN1 DEK MT2A IRF1 DMAC2L FAM193A MIF4GD BARHL1 POLR1B PSMF1 AP5S1 HNRNPR PCID2 IFI6 ATG14 SIX1 AIF1L BCL11B ATP13A4 RAB3IP GFER PKMYT1 WDR24 CHTF18 MACF1 GNAI1 DGCR8 MRPS12 MYO1B HOXD11 ARHGAP22 ELL3 ALDH1A2 MINDY2 CLN6 THAP10 PALLD KIF1C MTUS1 TTI2 MAU2 DOCK6 XPO7 GTPBP3 RSPH3 UNC13A JUND OLFM1 ASS1 YIPF2 EIF3G ZNF236 C12orf65 UBE4B GSE1 TBC1D5 MGAT1 VPS25 UBE2D2 PIAS3 PRKAB2 CHSY1 RHPN2 FAAP24 CCT6B DHX30 CLUH EEFSEC TRIM47 FLOT2 VPS4A PCED1A ARHGEF11 IGHMBP2 VSTM2L DMGDH AP3B1 SYT4 GPR12 DSTYK TMCC2 IRS4 SLC39A11 CSNK1G2 WDR74 LARGE1 MKRN1 AGAP3 ZNF767P ATP13A3 SARAF PEBP4 MRO CAMK1 ARL8B WNT2B PTGFRN PPHLN1 LPIN1 FBH1 ANKRD16 CABLES1 RERG RNF138 DSC3 CLOCK BIVM WDR36 USP30 BICDL1 SRPK2 TES LMO2 CAPRIN1 CD63 LTV1 NHSL1 HEY2 SMPD2 RAB11FIP5 USP15 MDM2 CCDC102A COG2 SERPINE2 EIF4E2 ALDH1L2 CKAP4 SLC41A2 VPS36 RNASEH2B ITM2B SCRN1 C7orf25 IGF2BP3 GPNMB ZDHHC4 RSAD1 TACO1 LIMD2 SKIL SMPD4 TSTD2 NCBP1 RNF38 ZSCAN9 PIM1 TFAP2A FRS3 VARS2 YAP1 RDX THBS1 NDUFAF1 LRRC49 SMAD6 PAK6 BCAR3 DTNB MYOF CH25H ATIC METTL5 IDH1 ABI2 MNS1 SECISBP2L SHF LARP1B NAAA SCARB2 GSTCD INTS12 SEC24B PPP3CA LRIG3 TPH2 LGR5 NEDD1 TMEM132B SMARCC2 ESYT1 VPS37B ABHD13 CUL4A NAA30 UBE2Q2 HMG20A NCOA2 TLNRD1 TPM1 ULK3 RUSF1 GCSH RHOT2 NDUFB10 DEF8 GAS8 PRELID3A IMPA2 GNAL C18orf21 GREB1L ARHGDIA TBCD FOXK2 CBX4 MAPK4 ELAC1 ZCCHC2 TXNL4A SLC39A3 SH3GL1 DPP9 APP GEMIN7 TIMM29 RERE FHAD1 MYOM3 ZNF593 KIAA0319L HSPG2 MTF2 STRIP1 ILDR2 NUF2 RGS5 HDGF ABL2 TARS2 CGN SELENBP1 ARNT GABPB2 KCNH1 SMYD2 GALNT2 MAP3K21 SNAP47 SDE2 ARF1 PDIA6 TEX261 AFF3 HSPD1 METTL21A HES6 COPS7B RBMS3 GASK1A STAC IQSEC1 LIMD1 NFKBIZ ALDH1L1 STXBP5L EIF2B5 CENPC SNCA SPATA5 RPL37 SSBP2 IQGAP2 GIN1 PPIP5K2 PAM FBXL17 RMND5B GFRA3 PHIP FAXC RNF217 AIG1 C7orf50 NIPSNAP2 SLC12A9 NOM1 NCAPG2 OGT ZNF185 CHMP7 DOCK5 PLPP5 GINS4 NSD3 NDUFB9 TATDN1 ASB6 PTGES2 CIZ1 SEC16A DPH7 NOTCH1 PDSS1 CAMK2G HTR7 FRA10AC1 MTG1 LIN7C CAPN5 RPS3 GRIK4 KAT14 ROM1 EML3 SIDT2 LSM14B YTHDF1 VPS51 DOC2A HMGA2 DCUN1D2 TMCO3 LATS2 PRSS23 UBC TMEM263 ANK3 TWF1 TEX30 CSNK1G3 NDUFC2 INPP1 MFSD6 ASAP2 CENPU BICD1 SAV1 SERP2 DST BEND6 MZT2B SPOCK1 SUV39H2 USP12 TRIM36 PAN3 NADK2 MARVELD2 JAKMIP1 CARHSP1 TXNDC11 ADPRHL1 CMTM7 CFDP1 KCTD15 DGKE HS3ST3A1 SEMA3D IMPACT PITPNC1 ENPP3 TRIM11 BTG3 MRPL39 CCDC144B ANKRD40 AZIN1 USP25 ZKSCAN2 RBM45 PDIA4 KCTD18 MICU3 MIDEAS KCNMA1 DCK ADAMTS3 DPY19L4 MTERF3 PTDSS1 LRFN2 FBRS PDE6D SEC13 NTAN1 ZFYVE9 RBPMS PAXIP1 HTR5A FZD1 DYRK1A SLC35B2 PSMG3 SLC37A3 AP3S2 PEX10 AUTS2 CDC25C RIBC1 ZSCAN12 TAGLN2 SLC45A3 RNF166 DEDD ZNF276 CCAR2 CDC42SE2 EPB41 DONSON ADPGK ADIPOR1 THEM4 NAE1 EFCAB14 CHCHD6 CTBP1 ZDHHC1 UBE2J2 HSF2BP RRP1B PDXK G6PD CSTB RRP1 CFAP410 FAM207A VAV2 MCM3AP TOR2A ZER1 TAOK1 ADAR UBE2Q1 RUSC1 LY6K SQSTM1 FBXL13 PSMC2 PLXDC1 IKZF3 ZNF577 LEMD2 JMJD8 NTN3 PAQR4 ADCY9 CLPB GNG3 FGF19 NOL9 LZIC DHRS3 TSSK3 ZNF326 VANGL2 KIF26B CAPN2 MEMO1 ARL5A H3-3A MSX1 BOLA3 FZD5 CHCHD4 SGO2 CLASP2 PPM1L PTPN13 C4orf36 PRICKLE2 TIPARP CCNL1 ABHD6 IL17RC TOPBP1 RYK SNRK SMIM12 TPRA1 ZC3H12A POLR2H TMEM41A RPN1 RFT1 SLBP EXO5 SGMS2 INTU MON1A SAP30 ANXA5 NIPBL ADGRV1 CCDC112 CDC20B TENT2 NSA2 GFM2 CITED2 SFXN1 BMT2 CAMLG FBXL21P STEAP1 MIOS ELAPOR2 ZNF704 CTSB DLC1 EN2 DNAAF5 INTS1 FASTK ALDH7A1 FXN KIAA1958 CARD19 PIGO ARHGAP12 MARCHF8 TSHR INPPL1 REEP3 COMTD1 ZNF503 SPACA9 BMS1 BTNL9 HSPA12A ANKRD2 SLC39A13 HACD1 AMOTL1 ALKBH3 C16orf71 GARRE1 ZNF143 NDST2 CFAP52 MARF1 PCLAF NAV2 NYAP1 SMAD3 RCCD1 PBX3 CERCAM CCDC103 C15orf39 ISLR2 GPRC5B CRK FBXO22 ENGASE MYO5B PRRT2 ZNF23 SMG8 TPM4 CDT1 CACNB3 DHRS13 RCOR2 MRPL58 MGAT5B ZNF598 SRRM2 BSCL2 CTNNB1 FADD LTBP3 ANKS3 BMI1 PXK KCTD6 BDKRB2 ATXN2L ING2 SLC20A2 GDNF AXIN2 STX18 GFM1 USP39 TNIP2 TMEM150A ZNF608 TMEM129 SLC25A6 PARM1 MINAR1 METTL15 ZEB2 LUZP1 HEXD ASPSCR1 FASN DUS1L OTUD3 GUSB BRD3 IFFO2 CHD3 YWHAG UBE2E3 NSG2 SIK2 STX8 PRDM10 EMX2 KRT8 ELOVL6 PFKFB3 TMC7 ARMC10 HOXB9 TRIAP1 KIAA0232 TMEM43 NUDT6 C11orf24 INSR SCAND1 NPTX1 TPPP ZNF318 LRRC8C ENC1 BPTF PLEKHG5 RRM2 PTEN RPS7 FRMD5 MIR31HG FOXB1 JMJD1C ANKRD20A4P MOB3A TEFM MALT1 ID4 ZNF131 CERS6 GNB2 PRSS27 COPS9 AFF1 HCFC1 FUT10 SP3 GRK2 ADCK5 NOC3L COMMD1 AHSA2P VANGL1 ZBTB21 PPP1R3B PEAK1 TNFRSF10C CCDC106 NMNAT1 TAS1R1 HEG1 C11orf80 CNP JUP MARCHF10 NET1 DPY19L1 MARCHF3 XXYLT1 UBXN2A FBXO45 CTU2 PITPNA DDX23 ZBTB4 PHLDA3 LIG4 RESF1 RPL15 FZD4 DENND6A CTBP2 ATR GK5 SPSB4 ATG13 TP53I11 PTPN2 SMAD2 EIF3F CLTB DRAP1 C11orf68 FOSL1 TMEM70 LINC00476 TOM1L2 MLXIP NR2F1 AURKAIP1 HOXD8 JAKMIP2 TCP11L1 CCDC57 BNIP3 SLC35G1 CRLF3 RNPEP VPS37D SGF29 PFN4 BASP1 LRRC37A3 TYMS PXMP2 ANKLE2 POLE ZBTB34 HIC1 MAGEF1 RPRM TBL1XR1 SRRM3 TMEM187 CENPBD1 DMAP1 GRAMD1C PLEC PLEKHM3 BEND3 GLDC ERN1 FBXO34 SAMD4B TCAIM PTPN11 CLK3 GATA2 PLD6 GRM8 CDC42EP4 RPRML PDXDC1 TSHZ1 PSTK ZADH2 C3orf80 MED14 TDRP ZNRF2 ZNF609 MCFD2 HARBI1 ARHGAP45 SKIDA1 PCGF5 WDFY3-AS2 SCRIB GPR137C RPH3AL FER1L6-AS1 POLR2A OGFOD3 RNF135 SETD2 SIAH2 IBA57 C5orf24 IDH2 ERCC6L2 SYNM C8orf33 YBEY NPLOC4 MXRA7 TSPAN10 MAFA RPS17 C16orf72 RGS7 EWSR1 HMGN4 AP2A2 SLC25A10 CEP57L1 LINC01547 BCOR CCDC159 SF3A3 EP400 BMP8A TBL3 KCTD8 TOB2 NPW ADAP2 ADRA2C UBE2F PGP TXNRD2 SEPTIN9 SEPTIN5 EIF4ENIF1 SMIM10 OSBP2 ZBTB7C NOC4L TMEM121 ANKS1B MANEAL ADSS1 FAM43A LRRC37B DDX51 PPIL6 CDK10 PRKG1 WASH3P PBX1 KCNQ5 ADAMTSL5 WDR53 ATP6V0C LAMP1 TEX38 POLR3C PPP1CC TMEM222 UBE2H ZSCAN30 CDRT15P3 ZNF395 TEAD1 PTMA TET3 EXD3 SAMD11 B3GLCT C2orf88 THSD4 SECISBP2 ZFP69B COL14A1 KLHL17 ZC3H6 CFAP77 NKAIN2 SUMO2 PTAR1 RHCE UROS NOXA1 MTF1 NOC2L NELFB H1-0 ARID2 FAM47E SLC35E2B HMGB1 TDRD7 S100A4 PLEKHG4 PPIA GARS1-DT POM121 CD55 C9orf163 INCA1 NOXO1 TSC22D2 ZNF775 ZNF605 SIAH1 MAN2A2 TCF4 ZFP62 VKORC1L1 HLA-DQA1 SNHG17 MAML3 CTBP1-DT SCN8A ARHGEF12 FAM3C LAGE3 METTL9 ZNF398 ZSCAN25 MAFG ARRDC1 PCBP2 ZGPAT SLC25A29 MIRLET7BHG ZNF720 DDI2 MRPL21 ZNF786 STMN3 PDGFA COL13A1 MIB2 CDC42SE1 RPS26 S100A10 MCMBP EME2 NKIRAS1 SNHG12 ZNF770 ZNF251 TFDP1 HELZ UCKL1 SPRED2 GFPT1 ITSN2 TXNRD1 SH3BGRL2 ATL1 KLHL9 TAFA2 CTR9 SLC5A3 FAM169A ZNF521 OPA1 TSEN15 SHISA4 SREBF2 RNU1-38P RNA5SP456 RNA5SP283 INF2 IBA57-DT STUM TATDN3 MIR29B2CHG PCMTD2 LINC00963 MRPL38 RANBP17 IGFL4 AC007389.1 ZNF783 TRIM13 PLPP6 SRRM2-AS1 EGFEM1P SNORD58A SNORD15A RNVU1-15 MIR615 MIR661 MIR193A MIR153-1 SELENOH DNLZ HEXA LEPROT GTF2H4 NUDT19 XPOTP1 C17orf67 BBIP1 FAM187A B3GNT10 CAPN14 ARHGEF28 AC141586.1 LINC00680 BASP1-AS1 VPS16 RPL17-C18orf32 TMEM242 SLC35E2A MARCKSL1P2 CCDC7 ADAMTS7P4 ZNF579 FAM228B MIR1302-3 TIGD1 FADS3 RNU2-2P MIR1538 EXOSC6 LINC02593 HRAT92 LGALSL-DT AFG3L1P CHROMR PRKAR2A-AS1 ZMIZ1-AS1 RPS4XP16 LINC02586 ZNRF2P2 CT62 BOLA3-AS1 JPX TRAM2-AS1 FTCDNL1 RPL39P40 ENTPD1-AS1 FAM66C ARHGAP29-AS1 LINC01359 SMIM2-AS1 KLLN SLC2A1-AS1 TP73-AS3 SPECC1P1 SNAP25-AS1 SELENOOLP MELTF-AS1 GEMIN8P4 FAM174C AL139011.1 DHFR MIR4500HG LINC01159 XIST EMX2OS LINC01315 ATXN1-AS1 PRRT3-AS1 C9orf147 TPI1P2 PSMG3-AS1 USP12-AS2 ANKRD63 FOXD3-AS1 DLEU2 AKAIN1 IDH1-AS1 LRRC8C-DT LEF1-AS1 GNG12-AS1 LINC01780 PET117 PTGES2-AS1 LINC00327 LINC00884 NKAPP1 LINC01719 DDX11L10 LINC01137 PANTR1 TPRG1-AS1 CT66 ZFX-AS1 KCNH1-IT1 FAM133B H2BP2 LINC02093 ID2-AS1 BRD3OS RPS29P16 DICER1-AS1 B3GALT4 TM4SF19-AS1 INTS6-AS1 ELOA-AS1 BCYRN1 DDX11L5 ZNF503-AS2 CDKN2AIPNL RGL2 CT75 FAM200B NALT1 PTENP1 SNORD13 ST3GAL6-AS1 MRPS17 SMKR1 LRRD1 RPL36A RPP21 LINC02029 FABP5P3 DENND6A-DT ARFGAP3 INHCAP DECR2 STMP1 KCTD7 MRPS31P5 MRPS6 RTL9 IL12A-AS1 DBNDD2 GATA2-AS1 GABPB1-AS1 AP000866.1 LINC02709 SCAMP1-AS1 BDNF-AS FRG1-DT CEBPA LINC01184 SEPTIN7P14 AC090515.2 SBF2-AS1 LACTB2-AS1 FZD4-DT RGMB-AS1 SOCS2-AS1 AC025263.1 STX18-AS1 MEF2C-AS1 ABHD14A GDNF-AS1 LINC01033 SRD5A3-AS1 LINC02495 LINC02762 AC010210.1 UCHL1-AS1 LINC01385 C8orf88 MAILR GASAL1 MINCR ANK3-DT NDST1-AS1 HOXA-AS3 AL157756.1 STX16-NPEPL1 MIR9-3HG CBX3P4 ITFG2-AS1 LSM14A GATC ZNF271P RPL36A-HNRNPH2 CUX1 AC009779.2 RCCD1-AS1 AL158801.2 HIF1A-AS3 LINC00637 AL133153.2 TUBB3 AL359317.2 UBE2F-SCLY ACTN1-AS1 NDUFC2-KCTD14 IRAIN IDH2-DT AC027682.1 AC106820.2 AL050341.2 LINC02846 LINC02166 AC007541.1 HEXA-AS1 AC069224.1 AC139256.1 AC022167.4 PAN3-AS1 AC073878.1 GAN AL033527.2 LOXL1-AS1 AC005696.1 CORO7 MRPL12 ZNF213-AS1 MIR4515 LINC00667 AC022211.2 MIR4672 ZNF236-DT OTUD7B SUZ12P1 MIR3613 MIR3190 MIR4674 MIR5188 RNF115 RPL17 MAFG-DT AC022809.1 CBX3P2 AP005205.2 MIR3663 MIR4634 AC027097.1 LINC01775 LINC01140 CEBPA-DT KCNJ2-AS1 AC008736.1 AC007786.1 MIR3188 PTOV1-AS1 NBPF12 ZNF649-AS1 AC132192.2 RAET1E-AS1 ZSCAN16-AS1 IKBKG AC010531.6 SLBP-DT AC009549.1 HSPE1-MOB4 AL390955.2 AC018647.2 SRXN1 NBPF19 SNORD58B CFAP206 H3-3A-DT EIF2B5-DT SUV39H2-DT SAP30-DT DCP1A MIOS-DT PAXIP1-DT APP-DT RNVU1-27 SNORA16A ZKSCAN2-DT SYNRG PIP4K2B H4C4 PCGF2 SRCIN1 PGM5P2 CISD3 GLIDR BX537318.2 PCAT14 ELDR PTENP1-AS MPP7-DT GTF2IP12 MIR7977 CARM1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CARM1_TARGET_GENES FKBP4 PABPC1 TDRD3 STX16 CARM1 NONO TFF1 GREB1 LINC00963 STARD10 NLRP7P1 AL391832.2 STX16-NPEPL1 ZNF677_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF677_TARGET_GENES RBM6 IBTK ZMYND11 CC2D2A TNFRSF17 CLNS1A VPS9D1 BAZ2A PPP1R15A NSFL1C ZNF343 TESC ABHD12 UQCC1 MGRN1 GGA2 SH2D4A INTS10 SLC39A14 PIAS4 GARS1 TBC1D12 SMARCD2 COMMD9 FBXO9 DAP TARS1 FANCL TMPO SPATS2 RAB22A PPP4R1L MTRR OPN5 EMG1 SEM1 PAICS AFDN BARX1 FIGNL1 MATN2 CSNK1G2 RBM17 TAOK3 RAB11FIP5 DYNC1LI2 CEP350 TACC2 CEP55 LRIG3 RHOF WTIP MMEL1 ZNF514 METTL21A IL17RD MED12L TMEM44 HSD17B12 CENPU KCTD15 ZKSCAN2 ADGRG4 HMHB1 ZNF276 RGS12 ZNF362 ZNF394 NAPEPLD SLC25A45 PEF1 CCT3 TMEM41A C9orf64 PLK1 PXK INO80E NAIF1 SHCBP1 WIPF2 BPGM MCRIP2 SP3 RESF1 DRAP1 C11orf68 RUFY1 EFCAB5 CSNK1G2-AS1 IBA57 AP2A2 CRELD2 NOTUM MINAR2 GARS1-DT PIK3R4 MIRLET7BHG AFDN-DT PIM3 LRBA HMGN2 RNU6-626P RNU6-194P IBA57-DT EFCAB7 IGFL2 ITPRIPL2 RNU6-1226P RNU6-800P RNA5SP18 LINC01089 ZNF337-AS1 STARD10 PHB2 BRD7P4 C2orf92 BARX1-DT PEF1-AS1 FABP5P3 FAM111A-DT CEBPA AC044802.1 LINC02432 TRAV8-5 TESC-AS1 LINC01896 SUZ12P1 CEBPA-DT DAP-DT NUDT3 ZKSCAN2-DT MLLT6 LINC00997 ZNF354C_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF354C_TARGET_GENES CROCCP3 NOL6 LUZP1 LINC00431 RRN3P1 ZNF584_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF584_TARGET_GENES SCYL3 UBE3C EEF1AKNMT CD22 CALCOCO1 NUDCD3 ARID4A AP2S1 LTBP1 FLYWCH1 SLK CYB5R4 TBC1D25 TRPC7 RAB7A DYNC1I2 MEF2C UBA5 CTTN ADD1 ALG6 MARCHF2 CABIN1 GGT1 HM13 SYP TSNAXIP1 SMPD3 SLC7A5 GSPT1 AP3B2 SCG3 INTS9 TULP2 LYL1 BABAM1 MTMR4 KPNB1 ART4 KCTD20 TXNDC15 TTC33 NPRL2 CYB561D2 CCDC88A CHMP3 IL1R1 WIPF1 SRSF4 MYCL GALE SNX19 KBTBD7 FAM53C CCRL2 SPINK4 PLAU NEUROD4 NFE2 CNOT1 BARHL1 TMEM115 F2RL3 GFER SMARCA4 CBFA2T3 UNC13A SSBP4 UBAC1 ZC3H4 C1orf159 H3-3B UNK ARNTL ADGRB3 DNAJB2 USP20 HEMGN NUMA1 UBE2Q2 RANBP10 SLC39A3 FEM1A NOSIP STRIP1 IQGAP2 BOD1 TMEM140 SNX12 HMBOX1 SLX4IP TBX6 DIXDC1 RAD9B CDYL IMPACT PRKCA CCDC174 MAPK13 LHFPL4 ST3GAL2 TMEM268 PANK4 MEGF11 PAFAH2 CARMIL2 CALM3 RALGDS LEMD2 CLPB TAL1 NFASC IFI16 ADGRV1 PI16 SLC4A2 ANKS6 AKR1E2 ABRAXAS2 NSD1 METTL3 SVOP NUDT13 GNG4 HNRNPH1 DHRSX KCNAB1 CRADD FASN OTUD7A UBE2E3 FAXDC2 CLSTN1 TCEA2 SCG2 GTPBP2 CFL1 PLEKHF2 ZBTB8OS B3GNT5 STAP2 TMEM11 FARSA PXT1 PCBP1-AS1 UBE2E2 AP2A2 PTP4A2 ACTG1 SUMO3 P4HB PRR5 LCOR NOXO1 OGDHL GYPE ZNF649 UCKL1 SLC9A6 SCAMP5 DAXX ST7-OT4 IFRD2 RN7SKP168 CCR5AS C3orf86 CHCHD2P1 SNAP25-AS1 THRB-AS1 MYO3B-AS1 AC087294.1 RPL23AP63 MEF2C-AS1 SRD5A3-AS1 AC026725.1 ALG1L13P COX6CP5 AC156455.1 SCAT2 CEP95 MIR5093 MIR4766 RPL23AP77 ZNF547_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF547_TARGET_GENES RAD52 MED24 VTA1 RNF14 CPS1 ARID4B RELT TRAF3IP2 RHOA IFI35 SPEG CLNS1A ANO8 FOSL2 BAZ2A ZMPSTE24 WDFY1 DDX18 ANKRD10 PIK3IP1 PATZ1 PACSIN2 EP300 RABGGTA NOL4 EIF3J TLE6 POP4 TTC26 CHN2 TMEM248 LZTS2 ACBD5 DRG2 CCL2 GRPEL1 FAM149A NEDD9 SOD2 GMNN TARS1 LIFR MRPL3 POLE4 LANCL1 NSL1 STX12 CTSD IFT46 WDR11 TNFRSF10B CYREN SLC17A3 PTGER2 PCSK2 TBC1D20 LRRC17 GTPBP3 MAP1S VPS13B IGHMBP2 CTNNBL1 USPL1 USP30 MTO1 MRPL44 SEMA6D IFT172 PLCE1 MAN2C1 NUF2 RGS5 TOR1AIP1 DTL COPS7B TCTA ANK2 MYO10 RPL37 WTAP CREB5 USP6NL FRA10AC1 MIPOL1 ZNF599 ZNF18 CDK20 PDE6D ZNF222 SAP30 STK17A ARMC3 PCF11 FBN1 GNG4 IRS1 CCDC126 SNUPN HINT1 BCRP2 ZNF35 PA2G4 TPT1-AS1 CHST11 RPS7 TVP23B SP3 ALG10B CASKIN2 GBA BOLA1 SHISA3 CLN8 NPLOC4 TSHZ2 TSPAN10 SF3A3 CDCA2 ZNF749 LYRM7 HSPA14 EXD3 ZNF527 TATDN3 ANKRD28 ZNF134 MDP1 POLR2J4 JPX WDR11-AS1 NKAPP1 ZNF879 ZSCAN31 B3GALT4 N4BP2L2 CEBPA LINC02458 HOXC-AS3 LINC01300 AL050341.2 LINC02136 AC010491.1 MIR3678 ZNF850 AC067968.2 ZNF224 AL589740.1 SAP30-DT AC009275.1 ARID3B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ARID3B_TARGET_GENES PAX6 ANGEL1 FAM120A SLC4A8 MPPED2 RASGRP2 GAL PGS1 LRRC74A PIP5K1B CCDC181 PHF3 ZNF410 LINC00470 OASL ITGA7 CEP350 IQGAP1 C1orf162 SPEF2 ADCY10P1 HIPK1 TRAPPC9 KCTD19 RIN1 DRAP1 DMAP1 QRFP ENTPD8 RN7SKP226 ATXN2 TRAV4 CYB5RL SIGLEC30P PTPN2P1 STMND1 PFN1P1 DNAJC19P1 CCDC39-AS1 ZMYND19P1 IL9RP4 H3Y1 HNRNPA3P9 JARID2 PRKCH MCUR1 CDK17 CA11 PPP2R3A ADCY2 MCOLN1 USP48 TGFB2 BRD1 CEP192 CEP72 GRM6 STX12 ZC3H7A C4BPB MRPS7 HSD17B3 DCAF8 MYC NUP54 PARN CCDC39 TENM2 PRIM2 AOPEP FAM13C ITPRIP CDH8 COLEC12 MFSD12 PYGO2 GDF9 ATG16L2 CX3CR1 EXOSC10 RBM4B RBM4 C11orf68 PRF1 KNTC1 PTGER4P2 H1-10 BRF1 ADAMTSL5 KRTAP9-8 FAM230G CLDN4 TCEAL3 PIM3 NCOA6 RN7SKP239 MIR34C LCNL1 ZNF192P2 NBPF1 LINC02593 BCAR3-AS1 CDCA4P2 LINC02630 TGFB2-AS1 KATNBL1P2 LINC02248 SLC35F3-AS1 UNC5B-AS1 MALAT1 DPP3 AP002748.4 LRRC34P1 LINC00922 FRG1HP ZSCAN29_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN29_TARGET_GENES GCLC LAS1L RAD52 ICA1 PLXND1 FKBP4 ST7 SKAP2 ACSM3 REXO5 IBTK MYCBP2 AP2B1 ZNF263 ETV1 DBF4 CDKL3 TSR3 DNAJC11 NADK CYTH3 MED24 DYRK4 ZNF207 APBA3 DPF1 SYT7 WIZ MBTPS2 RNF14 WAS IGF1 SLC38A5 CXorf56 RNF10 ZNF839 ZDHHC6 RNH1 RB1CC1 STRAP DEF6 GCLM VIM B4GALT7 VEZT ZCCHC8 ATP6V0A1 NSMAF CUL3 USP2 MRI1 METTL1 MAT2B TRIO CLEC16A AP2S1 DCUN1D1 C12orf4 ARHGAP6 NOP16 SNX29 H6PD ARID1B NEDD4L PRSS8 SIKE1 FOXN3 AP5M1 GALC CUL1 PUM2 HPF1 PITHD1 POLR3E RIOK2 CDK17 WNK1 BCAT1 SPAG4 SFSWAP MRPS24 VMP1 APPBP2 BICRA CA11 EPN1 AHRR MTMR1 SNX24 CNN2 DGKA ERBB3 ADAT1 NDUFB4 SEC61A2 TLE2 CDK13 YBX1 ELAVL1 MTFR1 MYO9A STOML1 PKM ROCK1 CBFB RASGRP2 ERLEC1 PITX1 MAST4 NUCKS1 VPS35 NEDD4 PIGB LRP6 PHRF1 SLC44A1 EXOC5 MNT OSBPL3 MAP4K4 RPS6KA2 TCF3 CPSF1 PTPN18 SREBF1 HMMR NFATC3 STK10 DERL2 SMARCE1 KDM5A ST6GAL1 CLASP1 EED ANO8 EIF4G3 SLC25A40 VPS9D1 FRYL TMEM131 ACTB PLD1 BCAP29 KIFAP3 TPD52 ARHGEF1 TM9SF3 UBE2T SNRPA FAM76B UBE2A UBE2K N4BP2 PPP2R5C ZCWPW1 SDF4 UBE2D4 CDC14A SCGN COL5A3 PUM3 CNOT4 CPOX MOK MAGI3 EXD2 PTPRC UBA5 PGR ERC1 BCKDHB PDS5B RPS5 YTHDC1 REST GSTP1 WBP11 AGBL5 MECOM SCAMP1 CTTN DDHD2 EPS15 CHMP5 NFX1 SNX10 ERO1B ALG9 FTL GMCL1 GNAS GP6 ASAP3 DNMT3B EPB41L1 NSFL1C ZNF343 DYNLL1 TMEM230 KDM2B RPLP0 TBX5 HEPH ZBTB25 DHX32 LTBP4 ICAM1 IRAK3 TFAP4 PDCD7 DNAJB11 GNPTG CERS4 EFNB1 CDV3 HAUS4 HECTD1 SNAP23 COL9A3 AGO1 DPYSL2 AAAS CWF19L1 SORBS1 EFHC1 HNRNPH3 PALMD SETD1A BCL7C MADCAM1 ARVCF MMP11 BCL2L13 RNF215 HIRA HPS4 PATZ1 GCAT XBP1 POLDIP3 PDGFB PHF5A ACO2 FKBP3 RBM23 PRMT5 COCH NIN GNPNAT1 DDHD1 VTI1B TIMM9 KIAA0586 SIX4 C14orf93 ARHGAP5 SEC23A NFATC4 ABHD12 CTSZ MTG2 PSMA7 GID8 CDK5RAP1 USP14 SMCHD1 LIPG POLI XIAP PLP2 HTATSF1 PORCN KATNAL1 INTS6 TSC22D1 CENPT ZNF821 SETD6 HSDL1 LMF1 CIAO3 FBXO31 UBE2I CLUAP1 HMOX2 BFAR BCKDK VPS35L RNF40 TRIP4 IGDCC4 TMEM87A DTWD1 GABPB1 BMF BLOC1S6 INTS9 NBN CPQ BPNT2 LAPTM4B ARMC1 PYCR3 INTS10 SLC39A14 MTMR9 TNFRSF10A ASAH1 KCNN4 CLPTM1 PPP1R13L DOT1L TRMT1 STX10 SNAPC2 IL27RA PPP6R1 MED26 URI1 TBCB POLR2I TJP3 CCDC9 HNRNPUL1 MRPL4 MEGF8 PLA2G4C JAK3 TMEM147 USF2 KXD1 FKBP8 SCN1B ZC3HAV1 TTC26 CAV1 WNT2 SSBP1 PLEKHA8 GARS1 CHCHD2 HSPB1 SNX8 COA1 TMEM248 SPIN1 DNM1 CDC37L1 TBC1D13 KDM4C BAG1 EXOSC3 ZFAND5 DVL1 RAB11FIP2 ERLIN1 CCSER2 CUEDC2 ANKRD26 LHPP UBE2S RPL28 ZMIZ1 TRIM37 CBX1 INTS2 ENO3 PFN1 C1QBP BLMH CPD SMARCD2 DDX5 C17orf75 PTGES3L-AARSD1 DHRS7B SUPT6H CLCN3 GALNT7 DHX15 FBXW7 TBC1D19 STIM2 NKX3-2 ZPR1 UNC93B1 KMT5B PRPF19 TRIM3 CHORDC1 PANX1 CEP164 BIRC2 MADD RPS13 TCIRG1 PRPF40B COQ5 CSRNP2 IL23A PTGES3 KRT18 FOXM1 RAD51AP1 DUSP16 CDK2AP1 GOLT1B SRSF9 TMEM14C NCOA7 MAPK14 SOD2 MCM3 MDGA1 RBM24 CCNC PTP4A1 MED23 SMAP1 PHACTR2 EPM2A QKI CCND3 SRF PRPF4B SLC29A1 FBRSL1 PRSS16 TBX18 PFDN1 ARRDC3 GOLPH3 LNPEP SKP1 NUP155 C5orf15 CSNK1A1 CPEB4 TBCCD1 OGG1 SLC25A36 XRN1 KAT2B HES1 USP4 BBX SCAP ABCC5 INO80D KANSL3 IL1A SLC35F5 EIF2B4 SNX17 ASB3 PCSK4 NDUFS7 CCDC88A STAT1 HSPE1 KDM3A CHMP3 STK16 ODC1 PLCL1 ARID3A NFE2L2 ALMS1 ICMT QSOX1 STXBP3 KCNC4 HDAC1 BCAS2 CTH TTF2 MAP7D1 TSNAX NT5C1A ACADM SDHB SSX2IP RBBP5 GALE EBNA1BP2 ATP6V0B PRDX1 NSUN4 TMED5 IRF6 NSL1 ARID1A TXNDC12 ESYT2 KMT2A IFT46 RPS25 B4GALT6 CFAP94 SPCS2 TNFAIP3 SGK1 RNF146 MYL12B RAB3GAP2 GTF3C3 UBE2B TJP2 RAD23B FKBP15 RAB14 TRIM32 DCAF4 SUPT7L SLC17A5 C10orf88 HELLS TCTN3 KCNIP2 RCL1 WDR55 SNX19 MASTL CCDC77 TAF12 PLS1 SOCS2 NFYB APAF1 DUSP4 RNF170 COPS5 AKAP1 SCPEP1 RNF2 DESI2 PDS5A ACVR2A FYTTD1 ZC3H7A CCDC18 ARL4A WDR83 NR4A1 EEF1AKMT3 KBTBD4 AMD1 TTC21B CKS2 ACSL3 FAM124B STX16 PMEPA1 BCAS4 PEPD TRERF1 WRNIP1 AARS2 RPS10 RIOK1 ATXN1 LRRFIP1 SCGB2A1 SLC25A35 MRPS7 GGA3 SLC25A19 MIR9-1HG GTF3C4 SLC2A4RG TNFSF9 GPCPD1 PANK2 GZF1 SNRPB BFSP1 MRPS26 CITED1 KDM5C BCL2L12 IRF3 GLIS2 NSRP1 RHOT1 MAP2K2 INTS11 ATP13A4 IDUA AUNIP HP1BP3 WDR24 PNKD RNF6 GNGT1 STYXL1 ZFP36 SDF2L1 GNAZ ATF4 MPST TST SPECC1 IRF5 PDE11A ELL3 THAP10 COPB1 RIPK3 AJUBA FOXA1 SNX6 TEP1 REEP5 TTI2 SGO1 ATP8B3 GTPBP3 BST2 ZSWIM6 IQCN JUND UBAC1 TUBGCP2 MED18 PPAN ZNF331 LRP3 ZNF341 ATP6V1E1 ZNF227 GSE1 GINS2 SH3BP5 HACL1 RBSN NR1H2 TUBG1 RPL27 ACLY VPS25 PPP1R1B FMO5 C19orf12 PER2 INPP5K TMEM128 UTP3 VPS13B PCBD2 SDF2 TERF2 ARHGEF11 MMACHC AP3B1 ZMYM5 USPL1 ALOX5AP DSTYK TMCC2 SPART KMT5C MACROD1 WDR74 RTN3 COX16 ELP3 MRO MEIS2 PSRC1 SORT1 RBM17 IL15RA RNF138 FADS2 APC NAA35 KHDC1 SYNCRIP NT5E ATP5MC2 GDF11 TFCP2 PAN2 ZC3H10 AFG1L AHI1 RAB11FIP5 EMX1 GNS MPHOSPH6 DYNC1LI2 MRPL44 ITM2C WNT10A TMEM127 LRCH1 IGF2BP3 HUS1 CCM2 RSAD1 SRSF1 TACO1 BRIP1 VPS45 SAP130 STAM YME1L1 TXN TOR1A SLC31A1 PLAA IL11RA DENND4C TMEM14B FRS3 BPHL RIPK1 HMGA1 ANKRD42 TGS1 TMPRSS4 POU2F3 CTDSPL2 NDUFAF1 LRRC49 TMEM62 BCAR3 KYAT3 GTF2B SULT6B1 ACTR2 MYOF DBR1 DNA2 OLA1 SLC40A1 SHF ARHGAP24 RAP1GDS1 USO1 CENPE GSTCD INTS12 LEF1 SLC39A8 ALG10 AEBP2 PRICKLE1 DUSP6 TCHP LNX2 NABP2 CERS5 MAP3K12 ESYT1 ZNF740 SLAIN1 CDH24 DCAF5 ESR2 SORD DISP2 TLE3 HMG20A SCAPER IGF1R USP3 PCSK6 POLG RUSF1 ARMC5 UQCRC2 MAP1LC3B RHOT2 DEF8 GAS8 UTP4 ABCA8 CLTC C18orf21 GALNT1 RMC1 WRAP53 CSNK1D FOXK2 P3H4 RETREG3 ERBB2 PNMT FKBP10 MISP3 BRD4 SLC39A3 DUS3L DPP9 CCDC97 EMP3 NOSIP PADI1 EVA1B PLK4 ITGB3BP PIGK LMO4 PSMA5 ATP1B1 COP1 MRPL24 PRUNE1 TARS2 SNX27 RFX5 ANP32E MINDY1 GABPB2 EIF2D JTB HAX1 EFNA3 GATAD2B ILF2 NVL DEGS1 LBR CALM2 ASXL2 CIAO1 NT5DC4 PKP4 PHOSPHO2 GULP1 METTL21A CTDSP1 EAF1 CSRNP1 SLC25A26 MYH15 RUBCN EIF2B5 DGKQ LYAR CCNA2 USP53 RPS3A CYP4V2 NDUFS6 MARCHF6 RPL37 PIK3R1 SSBP2 IQGAP2 FBXL17 COMMD10 TRIM41 RNF44 SLC18B1 AIG1 PURB MDH2 NIPSNAP2 MEPCE TLK2 HDAC8 ZNF182 ZMYM3 IGSF1 RBMX RGS20 TACC1 POLR2K C9orf72 ZCCHC7 AUH MRRF POLE3 REXO4 DPH7 RSU1 RPP30 FRA10AC1 TCF7L2 ZNF214 DGKZ EIF3M CCDC82 INTS4 ATM FADS1 FRG1BP CPSF7 CCDC15 SOGA1 TBX6 MIA2 CCDC102B FSIP1 UBC NGLY1 UEVLD PLBD2 SRFBP1 ME3 FER SCLT1 C4orf33 EPS8 VTI1A WWC2 CENPU AMN1 BICD1 SAV1 CENPJ DST TLCD4 ARL14EP SPC25 TADA1 HOMER1 USP12 NADK2 SLC30A6 GGPS1 SRP19 CDYL CARHSP1 TXNDC11 CAST HNRNPU AHCTF1 INO80C PLEKHG4B NMRAL1 CD8A CNKSR3 ZDHHC7 TRIP12 FBXO36 ROBO3 TOMM70 ENPP3 TRIM11 CCDC173 ANKRD40 CDK19 TRMT44 MOV10 SLC7A7 NUP205 ZKSCAN2 PDIA4 SLC26A2 TMBIM4 RAB39B CARNMT1 C8orf37 ANKRD9 PPP2R2B EEF1A1 UBE2L6 SAMD8 AIFM1 ATAD2 FBRS EIF4A2 BRPF1 NECAP2 PAXIP1 FZD1 AASDH LCA5L MX1 C9orf43 AP3S2 PAFAH2 DUSP2 NLRP14 FANCC ABHD3 FAIM H2BC5 H4C8 MITD1 SPATA2 GDPD5 PPP1R15B ZSCAN12 DEDD ZNF276 ALG8 CFAP298 PAXBP1 RUNX1 PTMS THEM4 ISL2 GPBP1L1 NAE1 ANKRD18CP ZNF230 CCDC107 ATAD3B UBE2J2 WDR4 PDXK FAM207A MCM3AP ST6GALNAC6 SLC25A44 CCDC12 LRRC71 SQSTM1 MGAT4B FBXL13 PSMC2 DVL3 PLXDC1 PGAP3 FDXR ALDH16A1 ZNF385A RACGAP1 RAVER1 PPP1R32 NXF1 TAL1 SELENON NFIA IER5 KLHDC8A PUS10 PEX13 MEMO1 LRATD1 CDC42EP3 ARHGAP25 TGFA PYGO2 TMEM183A TMEM79 AZI2 HDAC11 GLB1L STT3B GMPS TIPARP RPP14 PCOLCE2 SNRK SLC4A1AP MEAF6 TMEM41A RFC4 PRKCD PIGX CLDN19 ZNF691 METAP1 ZNF589 SPRY1 ETNPPL WDR82 PITX2 FBXO8 CEP44 TIGD6 SERINC5 CAGE1 PRIMPOL TENT2 TERT LINC01600 ACSL6 CITED2 SFXN1 STXBP5 SAP30L BMT2 SLU7 PTTG1 BMPER SP8 MIOS ELAPOR2 CTSB MICALL2 FOXK1 YWHAZ VIRMA PSIP1 CXorf58 KIAA1958 GAPVD1 NOL6 PIGO BRWD3 INTS6L KLHDC2 KBTBD6 TSC1 GFI1B STOX1 BMS1 NDRG2 BTNL9 SALL2 FRAT1 SLC39A13 PSMC3 MOAP1 PTER CEP57 SPRED1 IKBIP NDUFB8 BRD7 BAG5 ZNF319 FRS2 ARIH1 FAM227B LMO1 XRRA1 TMX3 NDST2 ZNF3 RIMKLB RRAD BLCAP COG1 GOLM2 PCLAF PLK1 MTMR10 NYAP1 DIS3L SMAD3 MBD6 TRUB2 COQ4 SLC27A4 CERCAM ISLR2 CRK CDK12 STIM1 PPP2R3B ZNF668 ZNF646 VKORC1 SMG8 GPX4 ZNF641 DHRS13 ZNF528 ZNF701 TRAPPC9 PSCA ANGPTL4 MIS12 TMEM68 FAM234A ABCA3 KCTD5 POLR2G KIAA1586 THAP9 RNF187 BMI1 PXK H1-4 ARF4 FILIP1L DTYMK STIP1 CAVIN2 GBX2 HJV SLC20A2 STAT3 GDNF LRATD2 FAM178B SNTB2 ZBTB49 PPIC SPRY3 CEP120 E2F6 ATF5 MRPL1 SCN9A METTL15 ZEB2 APLF HEXD DUS1L ZNF32 LIMS1 BTD KLF13 UBE2E3 GLB1 FOS SP7 GPRC5C KRT8 PYM1 PA2G4 ELOVL6 ARL6IP1 DLGAP1 COMMD5 ARMC10 KIAA0232 GSTA4 PAQR8 NUDT6 INSR MFN1 ZNF672 CHST11 ASXL1 SPACA5 LRRC8D P2RY6 BPTF PAH SPATA5L1 RRM2 PRNP TVP23B ZNF217 JMJD1C MALT1 PAIP1 ZNF131 DPAGT1 BSG C2CD2L PRSS30P MANEA AFF1 FUT10 MUS81 TMEM217 DMXL1 MRPL57 RAPH1 AHSA2P GOLGB1 SNCG MMRN2 TRIB1 RNASE11 GMPPB XCR1 NUDT4 PHC3 HOXB2 XXYLT1 TLR10 ZDHHC24 TRMT10C C12orf76 MYO1H MSL2 ZNF266 B4GAT1 RESF1 CNIH2 KLC2 CTBP2 PSMD2 PCCA CTDSP2 MED16 ATG13 EIF3F DRAP1 LONRF3 C11orf68 AURKAIP1 TTLL11 TOMM5 TUBB6 B3GALT6 UFSP1 CCDC57 FOXG1 SPHK1 SMIM19 RTTN HSD11B2 SPRYD4 VPS37D CNTD1 B3GNT5 FOXL1 ACSF3 PFN4 LRRC37A3 MIR7-3HG PNMA1 TYMSOS ANKLE2 ACER2 WDR73 PRDM16-DT CETN1 CASKIN2 FLJ13224 TIMM22 TGIF1 C18orf32 CSTF2T GBA CASC2 POLR2L ANXA2R SVBP ZNF619 RIC8A DMAP1 NDUFAF3 ZNF518B LCORL TMEM11 COX14 P4HTM KLHL11 GTPBP6 PARP10 GRINA ERFE HYI SNX18 TMEM107 RRS1 ALOXE3 ZNF664 PTPN11 MKRN3 SHARPIN LBX2 CDC42EP4 CITED4 SEPHS2 ZADH2 FZD2 HCLS1 ZNF609 HARBI1 MIGA1 SLC36A4 ZNF443 CAPS2 NQO1 EHMT1 DHTKD1 ZNF322 DDX60L OGFOD3 DIPK2A RNF41 IBA57 ZNF329 ADO GINS3 GET1 TNRC18 NOP10 IST1 TSEN54 EXT1 YBEY EXOC7 ANXA2 HOXB4 NGRN CRIP2 C11orf54 AP2A2 ARHGEF37 ANKRD20A2P LINC01547 DDX41 SF3A3 MX2 TRIM52 TBK1 MACC1 TBL3 TRAIP VPS33B CMSS1 CLECL1 THAP7 FOXO4 NUTM1 CDCA2 AMER1 NDUFA12 APOO RBM43 TMEM121 BRF1 LINC00482 PGBD2 UBALD2 CDNF NOTUM ARL15 TEDC1 MRPL30 SH3BGR WASH3P MRPL40 SHC4 KLHDC8B PTCH1 KRT18P14 WWOX POLR1D CA5BP1 CEACAM19 KATNA1 PDE2A C17orf58 BCR PDZD7 ZDHHC17 FAM183A AKR1C1 RNF220 CHP1 PTMA HSPA14 SIRT7 EXD3 SAMD11 TCEA1 FANCM ZNF70 AC091057.1 KLHL17 ANKRD19P RINL ZNF490 HES4 C19orf54 SUMO2 NOXA1 FZD9 NELFB NDUFA4 ZNF573 ZNF33A FAM53B NEMP2 HMGB1 TDRD7 STK40 GRM7 SUPT3H GARS1-DT IARS1 WDR5 YRDC ZNF775 IPO4 TPK1 MAN2A2 TRAPPC4 ERI2 ILRUN ADA ARID5A H2BU1 ANKRD36B SLC39A10 ANXA4 SERTAD1 ZSCAN25 H4C3 H3C12 ADGRA1 H4C11 GTF2E2 SYNGAP1 GATA3-AS1 SVIL TRIM33 LRP10 UAP1L1 ADARB1 HNRNPAB MIB2 IRF1-AS1 SIPA1L1 TTC30A ENPP1 CDC42SE1 CR1L MCMBP MYO1C ADH5 ZNF677 DSCR8 SFI1 LPAR1 ZNF770 MAN1A2 HSD17B11 SULT1C2 QRICH1 RPL23A SLC29A3 ZKSCAN8 PHETA1 PIM3 SPRED2 ZNF511 TOGARAM1 CTR9 SMURF1 MTCO3P12 MTOR MT-CO1 PNP CHAMP1 OPA1 ATG9A NAGA SMG5 KIFBP SGMS1 MIR425 VTRNA1-1 RNY1 RNVU1-3 VTRNA1-2 RNY3 RNU5E-6P VTRNA1-3 RNU4-2 OR52J1P IBA57-DT TATDN3 CENPW SNHG5 EFCAB7 LINC01270 LINC00963 NHSL2 ASAH2B TIMM23B CXorf65 NBDY PRRT1 VARS1 MBD5 CSNK2B GPANK1 DHX16 HCG9 C9orf135 FBXO48 SPIRE2 IPO7 TMSB4X HMGN1 DENND6B ETFRF1 C5orf51 ONECUT3 C21orf62-AS1 RNPS1 JPT2 LNP1 ZCWPW2 METTL6 RNU6-1 RNU1-1 RNVU1-30 RNU1-2 RNU6-9 MT-TF MT-TW MT-TN MT-TC MT-TY SACM1L MT-RNR1 SLC48A1 MIR762 IGHV5-78 ZNF611 SFT2D2 SCAF8 CFAP45 DNLZ RBMXL1 VDAC1 NDUFS3 LIPE-AS1 CSNK1E GANC REPIN1 TSPAN4 CTAGE14P FIS1 ANG VPS33B-DT ZSWIM8 AC116407.1 POLR2J4 RAD51AP2 LINC00680 NPEPL1 TMEM167B SLC35E2A MIR933 HMGA1P7 LINC00339 FAM228B H3C9P MIR548Q PPP2R2A XKR9 PPT2 RNU2-2P RNA5SP21 LINC01778 NUTM2A-AS1 HCG14 MIR3681HG ZMIZ1-AS1 LAMTOR5-AS1 PLEKHM1 INTS6L-AS1 JPX LINC00475 LINC01623 SLC26A6 PROSER2-AS1 LINC00115 TSBP1-AS1 PIGBOS1 ENTPD1-AS1 AL161452.1 ATE1-AS1 KLLN PARG LINC01132 DPY19L2P3 FAM174C WEE2-AS1 LINC01128 TMPOP1 HYI-AS1 LINC01715 PANK2-AS1 ATXN1-AS1 ACBD6 HOXB-AS1 C9orf147 LIMD1-AS1 FTX USP12-AS2 LINC00271 MIR4422HG MAP4K3-DT PDE4DIPP6 EP300-AS1 LEF1-AS1 FAAHP1 MCTS1 LINC00342 SNHG7 STXBP5-AS1 DDX11L10 AC108047.1 AC005083.1 CTC-338M12.4 DEPDC1-AS1 ZNF736 JRK SOX9-AS1 ID2-AS1 LINC01366 AC005808.1 AC087294.1 TMEM147-AS1 LINC01376 ZBED5 MFF-DT INTS6-AS1 BCRP8 ANKRD20A7P PRMT5-AS1 HAND2-AS1 LINC01497 LINC01275 ZEB2-AS1 ABCA17P PAXBP1-AS1 TMEM250 RNVU1-2 CASTOR1 LINC01210 PARGP1 STIM2-AS1 ACAD11 LINC00886 PLCXD2 RPP21 FABP5P3 C22orf39 BMS1P4-AGAP5 BMS1P4 MBL1P ZNF709 AC106707.1 MICAL3 PPAN-P2RY11 WDR92 LINC02027 CFAP57 TIPARP-AS1 ZNF512 ACY1 HDAC11-AS1 TPTEP2 CD46P1 GABPB1-AS1 AC124242.1 H2AZ1-DT NEAT1 SCAMP1-AS1 DRAIC AP002026.1 RRS1-AS1 AC100861.1 AC044802.1 SOCS2-AS1 MIR210HG ZBED5-AS1 SDCBPP2 SPTY2D1OS SEC24B-AS1 FLJ42969 LINC02428 ACTN3 PMPCAP1 B4GALNT2P1 CASC11 CHCHD10 AC023794.3 HMGB3P15 SNHG21 SLC25A30-AS1 THAP9-AS1 LINC02882 RFPL4B SMIM15-AS1 LINC00958 RPL32P3 LINC01385 RNY4 RNU6-1332P RNA5SP243 AC023632.2 PCDHGA10 VPS13B-DT KRT18P58 STX16-NPEPL1 LINC02739 CHMP1B HTD2 EID1 AP001922.5 AP001107.9 C10orf88B PDE2A-AS1 PXN-AS1 CBX3P4 COA8 AC010186.2 LINC02366 FOXG1-AS1 FNTB LINC02356 SCAT2 G2E3-AS1 PPT2-EGFL8 AL132780.2 AL356020.1 RNASE4 CEP95 FOXN3-AS1 AL132639.2 AL359317.2 MIR4713HG AC011921.1 AC051619.4 COSMOC ERVK13-1 AC009065.4 CCPG1 AC055855.2 LINC02136 PDCD6IPP2 AC124068.2 AC022167.4 GAN PCDHGA9 DLGAP1-AS2 AC092115.3 NBPF11 RNU4ATAC MIR4767 OTUD7B SUZ12P1 MIR4796 GLUD1P2 AC012447.1 CFAP298-TCP10L CBX3P2 MIR4259 BOLA2P1 MIR4754 AC006213.1 PTGES3L AC011476.3 AC020911.2 LINC01415 AC009271.1 MZF1-AS1 NBPF12 ZSCAN16-AS1 ZNF528-AS1 AL513318.1 AC097359.2 IMMP1LP1 RPS10-NUDT3 SRXN1 AL512631.2 HTATSF1P2 AL451085.2 AL024498.1 ARF4-AS1 NUDT3 SLC30A6-DT EIF2B5-DT CHASERR MIOS-DT CSGALNACT2-DT CDC37L1-DT RALGPS2-AS1 WDR5-DT PAXIP1-DT H4C12 PCCA-DT H2BC17 SNORA17A ALOXE3P1 PPP4R3B RNVU1-26 UBE2Q2P6 ANKRD20A3P FRG1HP MIR6821 STAG3L2 ANKRD20A21P LINC00869 H2BC7 AL354696.2 H4C2 NKILA FLJ38576 ERICD SCAANT1 CCDC163 GHET1 FRG1EP ZNF511-PRAP1 AC005622.1 ZNF595_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF595_TARGET_GENES REX1BD PEX3 CDH1 ST3GAL6 EIF2B3 NCBP3 SLC24A1 HACD3 OXCT1 ZMPSTE24 VRK1 CDK5RAP1 MTMR9 SSBP1 C17orf75 CCNC SF3B6 NSL1 HEATR1 ARMH3 PLEKHG1 HROB COX6B1 VPS25 SLC39A11 RAB30 MAP2K5 INTS14 GSTCD INTS12 RPTOR MTF2 MRPL24 TARS2 RPL37 GIN1 PPIP5K2 PSPH FRA10AC1 VPS51 SPEF2 CD8A ZNF689 MITD1 ZNF221 ZNF233 PDXK CCNL1 SVOP CKB SMG8 KYAT1 TCEA2 TVP23B TEFM SYNPO2 GLIPR1L1 AURKAIP1 CNTD1 GBA DMAP1 SF3A3 COA3 ADAP2 MRPL30 DNAH14 ZFP69B KRTDAP ADAT2 HRCT1 SUPT5H METTL9 GSTK1 ZNF461 RNU5E-1 TATDN3 SELENOH AC141586.1 FAM228B JPX LINC01276 WEE2-AS1 SMIM26 BMS1P4-AGAP5 BMS1P4 SNHG10 GLUD1P3 AL050341.2 SEC22B DCP1A ZZZ3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZZZ3_TARGET_GENES CDC27 RPS20 PHF20 KDM4A DPP8 ARHGEF1 MECOM RPL6 ESF1 ZNF268 TOX4 WDR76 RAB18 TIMM9 KIAA0586 NDUFAF5 PGK1 RPS6KB1 RNF167 SLC25A11 SMARCD2 KAT2A EZH1 KCTD10 RAB5B MCM3 NUP155 RPL24 TP53I3 CCT4 WDR77 ATP5PB NDUFB3 ACYP1 RHOQ KCNJ5 SLITRK3 EMC3 SNRPB SAT1 RPL27 LAMTOR5 NREP DMTF1 MDM2 STX6 MRPL44 C2orf49 DNA2 FANCI RPS2 CSNK1D ITGB3BP RPS3A RPL37 HDAC8 ZMYM3 ZNF462 RPS3 VPS51 HMGA2 UBE3B TMEM18 VTI1A FLI1 HNRNPU FZD1 SLC25A44 RPL8 RBBP4 YEATS2 NSA2 GFM2 RPS14 BRWD3 ISLR2 SMG8 C19orf48 TK1 MFF ZNF16 RPS7 PSMD1 FGFBP3 NR2F1 CSTF2T SH2B1 EMC3-AS1 ZBTB20 RPL35A NUTM1 RPS23 CEACAM19 BAGE2 NACA SNHG17 ZNF655 RPL37A ZNF335 WWP2 RPL10A POLH-AS1 EFCAB7 C21orf62-AS1 RNPS1 BASP1-AS1 FAM200A VPS52 LAMTOR5-AS1 RPL41 ASB15-AS1 RPS18 YEATS2-AS1 RHOXF1P1 MFF-DT ZBTB20-AS4 WDR92 CERNA3 AC009065.4 RPL17 SNHG25 ZNF34_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF34_TARGET_GENES MBTPS2 SNAI2 ANO8 FKBP1A GADD45B PMM1 USB1 PLA2G15 SSBP1 LIPA TLX1 PIGL SMARCD2 MLEC ZBTB45 WDR11 ECD LPGAT1 ZNF391 SNRPB IFI6 CASD1 GTPBP3 RPL27 VPS13B USPL1 LARS1 COX16 MTO1 MDM2 GSTCD INTS12 GIT2 UTP4 CCDC40 MTF2 TAMM41 RPL37 GIN1 PPIP5K2 SORBS2 SH3RF2 CFAP298 BMS1 CENPV SMG8 KCTD5 SLC33A1 LUZP1 ALG10B GBA DMAP1 NPLOC4 ZNF566 RNF220 SPATS2L ZNF461 RNU6-386P RNU1-141P MT-TP ZNF580 JPX UBXN7-AS1 WDR11-AS1 WEE2-AS1 RPL36P2 NME1 MRPS31P5 KRT18P45 SEC22B ZNF101_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF101_TARGET_GENES RAD52 PAF1 CDK11A SEC62 VTA1 NUDCD3 CCDC28A ALG1 LSG1 TNPO3 TRAM1 SIRT2 SMARCE1 MKRN2 PPP1R12B SDF4 EXD2 WDR70 TNPO1 RBM22 DYNLL1 WDR7 TXNL1 TMEM101 CDC45 AAAS GGA1 TOMM22 PMM1 CGRRF1 PSMB5 TM9SF4 MROH8 PIN4 DHRS12 PLA2G15 NAGPA BRF2 RPS16 YJU2 CYTH2 ZNF175 BET1 SSBP1 RBM28 LIPA CUEDC2 CCDC6 PSMD11 MLEC KRR1 COPS7A MAPK14 THG1L EEF1B2 INO80B NDUFS7 PHF13 SLC35D1 DARS2 DDX59 RPN2 CENPL PTK2B PEX16 TSFM KBTBD4 AARS2 C16orf70 CLPP ZNF133 METTL25 LATS1 RBSN THAP1 PRKAA1 GPS2 VPS13B USPL1 CCDC59 BIVM POGLUT2 MTO1 CEP162 ITGA7 BLOC1S1 REPS1 COG2 MRPL44 KAT7 CDK5RAP2 SLCO5A1 TGS1 PNPT1 GSTCD INTS12 RNF185 ALG10 GIT2 CCDC65 VPS33A ABHD13 RUSF1 UTP4 PSMB6 RPL13A ITGB3BP TMCO1 NUF2 RGS5 GABPB2 EIF2D WDPCP CDKAL1 MTFR2 GTF3C5 FRA10AC1 DLAT PIH1D2 NKAPD1 SRFBP1 CDC123 SAR1B INO80C RPIA MRPL39 PRR14 EIF4A2 BRPF1 PAFAH2 UBE2Q1 PLXDC1 RPL26 C1orf87 SMARCAD1 VPS72 TMEM79 CCNL1 FBXO8 CEP44 NSA2 GFM2 BMT2 ZNF704 VIRMA NEMF NUDT5 BTRC ALKBH3 LEO1 AP1G1 MARS1 SNRPD1 ISLR2 DUS2 ZNF668 ZNF646 SMG8 ZNF444 HSD11B1L C19orf48 NDUFV1 TMEM68 CTNNB1 ZCCHC4 FNTA METTL15 LUZP1 ZNF747 KRT75 EMB HSPA4 ZBTB26 NMRAL2P ZNF570 GNB2 WASHC2C RPL38 LIG4 FBXW8 ZNF408 GBA TMEM94 MRPS23 SF3A3 PPP1R2 CMSS1 AIDA POLR3C SPATS2L ZNF569 TOMM7 ZNF675 H4-16 ZNF790 MRPL42 RNU6-386P EFCAB7 TIMM23B SKIV2L NELFE LSM2 CNEP1R1 DNAJC19 NDUFS3 POLR2J4 NEURL4 LINC00680 PEX26 EPB41L4A-AS1 ENTPD1-AS1 PARG WEE2-AS1 LINC02768 SMIM27 AC002310.1 FAM21FP MYLK-AS1 SOX2-OT LACTB2-AS1 AC079089.1 CSTF3-DT NRAV KRT18P45 MRPS31P4 AP001107.9 RTEL1 AL359317.2 AC005837.1 RNF115 RMRP PSMB3 SCARNA2 CCDC28A-AS1 SS18_SSX1_FUSION_UNIPROT_Q8IZH1_UNREVIEWED_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SS18_SSX1_FUSION_UNIPROT_Q8IZH1_UNREVIEWED_TARGET_GENES ST7 ITGA2B ETV1 RCN1 HHAT F7 CROCC FGFR1 COBLL1 CREM POLRMT TSPO COL20A1 UBL4A DTWD1 EYA1 TRPS1 CCNE1 RASA4 TLE4 OSBP HSPE1 CCDC92 RHOQ PTGER2 FOXP2 THAP1 H3-3B AP3B1 LARS1 CD63 MDM2 GLUL GGH OLA1 MTTP TPM1 PRDM15 TMEM91 ATP1B1 PSEN2 HSPD1 TRMT10A USP53 TMEM181 CNPY1 SNX12 NFIB TCF7L2 ATM MPP7 ARID5B TMEM218 TCF7L1 RAB3C DAB2 DUSP23 CCDC117 CRTC2 PWWP3A COL26A1 E2F7 TCP11L2 FAM227B OTUB1 LTBP3 TNXB METTL15 SEMA3E ELOVL6 FOXA3 CLSTN1 KLF11 RAB37 GOLGB1 STAT5B FOXL1 TMEM30B PTCH1 KCTD21 NUDT16 LIN28B-AS1 AL121827.1 FAM99B CPTP ST7-AS1 RFX3-AS1 RGL2 LINC01275 LINC01385 RNU1-117P LINC01235 LINC01101 ZNF654_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF654_TARGET_GENES CASP10 ARF5 ST7 SPATA20 VPS41 MED24 POMT2 VTA1 MLXIPL RNF216 MAP4K3 SEMA3B MAP4K5 CAPN1 ACP3 AQR PRKCH ALG1 FAM214A CC2D2A LETMD1 STYK1 TNK2 LIMCH1 HMG20B DGKA DIP2B DHX8 IFI35 GNB5 ELP1 SMG6 MOV10L1 CLNS1A MGLL SLC24A1 SEC31B BAZ2A NFKB2 JADE1 CLUL1 RAPGEF3 CARMIL1 MOK AP4E1 UBA5 PCDHGA2 DLG3 SEMA5B ITGB5 DOP1A PDS5B OXCT1 ZNF213 ATG16L1 AQP6 HSD17B14 GNAS PDRG1 ZNF343 SIRT4 IGBP1 SLC9A1 FLT3LG ZNF268 G2E3 AAAS NANS CREM SH3GLB1 CATSPERG HSD3B7 ZDHHC8 GGA1 SH3BP1 PMM1 ABHD12 UQCC1 ARFRP1 TLDC2 STAG2 POLR2C PLA2G15 TAF1C CLUAP1 SYT17 VPS35L IGDCC4 HOMER2 CSPP1 BRF2 NBN ERI1 FCGRT PLEKHJ1 SF3A2 ASF1B HNRNPUL1 MAST1 ARRDC2 FKBP8 PMPCB POLR1F LSM5 AGR2 ABCA2 LIPA XPNPEP1 CDK5RAP3 GOSR1 SMARCD2 B9D1 UTP6 EFTUD2 NDUFC1 INPP4B AADAT CALCA PITPNM1 ASIC1 SLC11A2 ARPC3 GPN3 RERGL ATN1 ASF1A TPD52L1 HINT3 CILK1 MED23 IMPG1 PCDHB2 TENT4A PCDHB3 PCDHB7 PCDHB15 RARS1 DPYSL3 TFDP2 GNAI2 FRMD4B STAM2 RND3 NFE2L2 ARHGEF2 ADGRL2 RGS4 CDK18 SLC2A1 STAG1 IFT46 KPTN MREG UBE3D RNF146 PTPA GALNT12 TCTN3 ARMH3 HOXB5 PCDHB8 PCDHB10 PCDHB14 SOCS2 PDLIM2 COPS5 COIL LRAT MND1 TENT4B CD80 SLC25A51 CYREN P4HA1 CIT MED13L WDR83 TSFM SERPINA7 MORF4L2 SLC36A1 BCAS4 DMAC2L ARMC7 SDCBP2 BECN1 EIF2AK4 ELL3 FOXA1 MIS18BP1 SEC14L1 FAM98C USHBP1 MRPL34 CYP2E1 NOL11 PSME3 TOP2A CHD1L FMO5 DAP3 LPIN3 SLC14A2 SPART TRPC4 SLC39A11 LARS1 MRO DOCK2 RERG LRP4 SPOCD1 CCNJL RINT1 MTO1 KHDC1 ATP5MC2 ESPL1 RAB11FIP5 CCDC142 KIAA0513 PIGC EDAR GPNMB IL6 CIDEB SCN2A MARCHF7 ERMN TANK CD72 TFAP2A C11orf1 FXYD6 LRRC49 INTS14 PCDH10 PDE5A ALG10 C1RL PEX5 TPH2 GIT2 TMBIM6 RHOF DENR TCF12 ADAMTS17 MFGE8 OSGIN1 KSR1 UTP4 SCRN2 BCAS3 ASGR1 SLC39A3 PFKL CFAP74 PRDM16 KIAA0319L MAP3K6 ISG20L2 PRUNE1 EIF2D ADAM15 PDIA6 HNRNPLL GPR17 SCN1A TAMM41 IL17RD NCEH1 RPS3A LIX1 PCDHB18P CCNB3 CSGALNACT1 PSKH2 RSPO2 PGAP2 FEZ1 SIDT2 DOC2A WDR17 CCDC83 DIXDC1 ITPR1 CCDC175 DST SMPD4BP SH2D6 SPEF2 NADK2 SCN3A FBXL2 GDPD1 RHOC SLC7A7 RBM45 PDZD9 LSM11 PSD3 RPGR PCDH1 TYSND1 UBE2L6 BUB1B EXOG FCHO2 ZNF19 KCNJ6 CIB4 KCNB1 EMSY ITLN2 CES5A C1R CARMIL2 ABR ZNF221 TMEM234 TLCD1 IL6R CCR5 LRRC71 MGAT4B DMKN PLXDC1 PLCD3 SLC25A45 FGF19 OMA1 NEURL3 TDRD10 SYNPR PSMD6 RPP14 TM4SF18 CCR1 BDH2 NPY1R LINC01600 HCN1 FXN TSHR COMTD1 ANKRD2 HIF1AN API5 SCN3B ANAPC16 NNMT C15orf48 MARS1 SAMD14 PIP5KL1 OR51E2 VKORC1 SPINT2 DNAAF3 HSD11B1L RAB26 ECI1 CCDC88B SCARA5 BMP1 GFRA2 AHCYL1 IL12A NSG1 HTR1E LRRC28 VXN DTWD2 RGPD8 BCRP2 SPNS1 ALCAM NSG2 RNF150 ZNF212 ZNF282 SP7 SPATA24 TMC7 NPTX1 BCL2L1 TMEM51 CFAP46 DPAGT1 HOXC5 RAB37 RPL38 KAT5 MZT2A PPP1R3B TRIB1 TNFRSF10C GPR160 TLR1 TLR6 CNTNAP2 MFSD4A RIN1 TMEM51-AS1 PARL CHRNA7 POLD4 ALG10B EID2B CLK2 MYO1D ZNF843 SCN4B CHD9 ZNF491 PCDHB9 DMAP1 GRAMD1C FBXO34 RRS1 ALOX12B C1orf194 TSHZ1 RCC1 SLC47A2 HOXC10 CUEDC1 FKRP CFAP65 SAGE1 TIGIT LINC02724 TRPC2 NOP10 FAM104B PLCB1 RGS6 PCP4 SF3A3 GRIN2A DNAH2 TBX1 CNTN2 NUTM1 NDUFA6 TMEM121 SGCZ TEDC1 RAD51D ROR1 SYN3 PRAME POMK GSAP SLC36A3 MIR22HG TMEM232 PCDHB13 DNER RUFY4 SELL KRTDAP CCDC9B TMEM120B CATSPER4 ALKBH2 SPATS2L PLEKHG4 RNF216P1 TPK1 SULF2 TECPR2 GATA3-AS1 SVIL ZNF786 PCDHB11 IRF1-AS1 RPS4X MB C6orf89 TAFA2 PLXNB3 SFMBT2 RNU6-386P SYS1 TAP2 MRPL38 VARS1 VWA7 NFKBIL1 MICA PSORS1C1 DHX16 DCTN1 PCDHA8 PCDHA4 PCDHA1 LINC02716 PLPP6 TRBV20-1 TRAV8-6 TRAV18 TRAV40 RPL12P38 DDAH2 ATP6V1G2 MDP1 ALOX12-AS1 BASP1-AS1 DHRS4-AS1 FAM66B MIR99AHG TTC34 RNASEK LL22NC03-63E9.3 CEBPD RNA5SP237 LINC00620 CYP4A22-AS1 AC064875.1 BAZ2B ZNF25-DT FAM66C FSIP2-AS2 LINC00423 HDAC2-AS2 LINC02768 ASB15-AS1 SCTR-AS1 MANCR LINC00574 AC067945.2 ANXA2P2 CYP1B1-AS1 NRAD1 SHROOM3-AS1 LINC01937 RPSAP31 LINC01426 LINC02093 SNHG20 LINC01849 ZSCAN31 MSC-AS1 TSPEAR-AS1 EEF1E1P1 LINC01923 BCYRN1 Z97634.1 AL109615.3 LINC02773 IFNWP19 CASTOR1 CFAP20DC-AS1 PSG4 RPL23AP73 LINC02453 LINC00461 AP000787.1 LINC00682 RRS1-AS1 LINC02458 UBAP1L NR2F2-AS1 ALG1L9P AC008691.1 THBS4-AS1 PCDHA10 LINC02762 CHCHD10 AC097467.3 AF117829.1 LINC02236 LINC02615 LINC02172 PCDHGA6 TPTE2P1 PCDHGA11 PCDHGB2 PCDHGB1 RPSAP71 AC090200.1 AC011379.2 LINC02749 AP003390.1 BORCS8 HTD2 MIR100HG LINC02687 PCDHA3 LINC02764 LINC02733 LINC02552 FNTB LINC02274 LINC02332 LINGO1-AS2 BUB1B-PAK6 LINC01570 LINC02182 AC011374.1 PDCD6IPP2 LINC02168 CLCA4-AS1 PCDHGA4 ARL2BPP8 RN7SL444P AC027097.1 LINC01140 LINC01415 LINC01864 CCDC177 ARL14EPL FAM90A28P FBXO17 CT45A10 AC073389.2 AL589740.1 PCDHB16 LINC02371 APONP MIR6815 PCDHGB5 ERICD BX537318.2 ELDR MIR1322 MYOCD_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MYOCD_TARGET_GENES ANKIB1 KRIT1 WNT16 CFLAR NDUFAF7 POLDIP2 SLC25A13 SKAP2 CROT DLX6 SYN1 MAP4K3 ISL1 RALBP1 RNH1 NR1H3 POU2F2 EFCAB1 EDC4 PHF23 TDP1 MAP4 ARID1B NEDD4L RAD51 METTL24 CHRDL2 EIF2AK2 USP36 DGKG ALDH18A1 MXD1 BCAT1 RNF4 NTHL1 SMARCD1 TRAM1 STOML1 PKM PDK3 POLR1A MAOB MAPK6 TCOF1 CHFR ACAP1 NDE1 PVR PTGS2 ST6GAL1 NUP37 BCAP29 ACACB ARHGEF1 RBFOX1 LIPE KEAP1 CLDND1 STK17B COL19A1 OPRK1 ZNF213 FOLH1 ATXN7L3 GNAS GNA11 SLC15A1 ZNF302 PLEKHG2 RAPGEF4 ZFHX4 RPGRIP1 ERMP1 HIRA LMF2 MCM5 FOXRED2 KCTD17 RABGGTA NFATC4 HM13 MAP1LC3A CELF4 ST8SIA5 PGK1 TIMP1 RUBCNL INTS6 MEDAG MAPK3 WDR59 NAGPA GGA2 CDIPT BCKDK CTSH GABPB1 NDRG1 INTS10 PIH1D1 PPP1R13L ERCC2 RPS16 AKT2 PLD3 JAK3 COPE ATP13A1 SIPA1L3 COBL CRHR2 PRKAG2 RAPGEF1 UBE2R2 HPS1 TRDMT1 ACBD5 TASOR2 CDK5RAP3 SGCA HDAC5 TMEM97 PMP22 ZBTB16 SLC22A18 TCIRG1 PRPF40B ELK3 DSE SMIM8 FAM184A NCOA7 HARS2 GRM6 SKP1 UBE3A ACAP2 BBX PLSCR4 PIKFYVE IL18R1 CEBPZ PRKD3 AAK1 DHCR24 NPHS2 SWT1 NR5A2 KIF21B RIMS3 IPO13 PTCH2 TREH DDX59 PLAGL1 CCNI MFSD1 CPSF3 ZBTB45 COQ6 DNMT3A ELOVL3 PLXDC2 TNFSF11 RDH10 NCAPH GJB6 ACVR2A GTF3A BHLHE41 STIL NRK GPR83 ANKRD60 PACSIN1 C3 MCF2L ZNF384 ELK1 IPPK MACF1 ARPP19 SLC44A2 AP1M2 ADCY4 TEP1 PRKCSH TAF4 MAP3K10 PPAN GGT7 ACSS2 STARD3 USP29 BRME1 CC2D1A PTCD3 CLUH TBC1D14 RHBG TRPC4 BTBD2 BHLHE40 RAX SPX ACP2 PUM1 HOOK1 GGACT FAIM2 NHSL1 DYNC1LI2 SLC9A5 PHF11 CIDEB ZFHX2 FPGS GARNL3 TSTD2 NCBP1 PARP6 TMEM62 MFSD13A LBX1 RASGEF1B SEC31A PAPSS1 SLC15A4 TCHP LNX2 TARBP2 MAP3K12 VPS33A EFCAB11 TLE3 RHCG MCTP2 KATNB1 MAP1LC3B NCOR1 SCRN2 PRELID3A NARF COL6A2 CARM1 FHAD1 TINAGL1 PTPRF SEMA6C HORMAD1 DYRK3 SMYD2 CDC42BPA SNRNP200 RAB5A ZNF660 SRPRB RUBCN MANF ILDR1 CISD2 GPR6 RNF217 TIAM2 TLK2 PXDNL NFIB AUH LRRC27 APIP TNKS1BP1 CAPN5 DRD2 P4HA3 GRIK4 ADAM33 ROM1 SIDT2 COMMD7 FERMT3 TEX12 CACNA2D4 TEX30 ME3 PARP8 PAN3 TCTEX1D1 CARHSP1 CAST NR4A2 LPCAT1 LGI4 MSI2 AK5 FAM167A OBSCN SLC25A28 FAM161B TDRD9 PCDH1 PHKG2 SMG1 CCNB2 VPS26C TMEM164 UBN2 WIPI2 SLC13A3 GPAT4 SCUBE1 AMFR CTBP1 KALRN ZER1 NLRX1 LMNA CTRC LRRC38 ARPC5 DENND2D VSNL1 RPRD2 FSTL1 FEV NFASC FANCD2OS WDR43 UVSSA PIGX CDC25A SMIM43 GRPEL2 TBX20 MYOZ3 SLC30A8 FOXK1 CTHRC1 ANKS6 ZHX1 WDR72 CRABP1 TMEM41B B2M ZNF592 CATSPER2 GPRC5B DUS2 PPP2R3B KLK11 SPRYD3 MRPL58 SRP68 SOST PLAAT5 LTBP3 RBPJ SCNN1B LGI3 SFTPC LDLRAD4 ZNF507 USP39 E2F6 OTUD7A BRD3 IFFO2 NLGN2 UBE2E3 RNF150 ZNF282 HARS1 STAT2 AKAP13 MFN1 ZNF692 GRIK1 KCNK3 DSCAM ATF7IP MRM3 CSDC2 RCAN2 FIBP BANP RAB37 ANKRD13D PHF8 FAM222B DMRT2 MST1 NRROS SNHG11 PHYKPL PLEKHF2 CIDEA RNPEP MAMSTR PRDM16-DT ULK1 FBXO39 PIDD1 CACYBPP2 DPY19L2 FAM220A C10orf53 TPRX1 RAD23A DNHD1 ZNF771 PRKRA TMEM64 PPA1 CAPS2 OGFOD3 SGSH C5orf24 P2RY8 TP53TG1 PDSS1P1 GJC1 ARHGEF37 RIPPLY3 PRR14L THAP7 PROS1 H1-10 MUC6 ANKS1B C12orf56 SMYD3 PARPBP PIGP PCYT2 GSAP KIF18B PRELID2 BACE1 ZNF197 UBE2H BCR KCNK18 PDZD7 PEAR1 NCR3LG1 RUFY4 RYR1 SRGAP3 ZBTB44 CD55 NCOR2 CACNA1H FAM3C ZNF420 SRC TCEA1P1 GSTK1 SPTAN1 CCDC180 SPG7 ZNF677 ZNF273 ZNF583 PABPC1P2 KIFBP MIR337 MSH5 C12orf73 PKHD1L1 C11orf91 E2F4 ZDHHC11B ANKRD28 SELENOH RNU6-1055P PPP1R14BP5 GSTM2 LCAT TTLL13P VDAC1 IMPDH1P3 UPF3AP2 RCN1P1 MIR941-2 MIR1180 PPP3CB-AS1 NUTM2A-AS1 SLC25A5-AS1 RPL36P16 PLA2G12AP1 SOCS5P2 GUSBP10 YBX1P1 PAWRP1 SBDSP1 LINC01529 NOL7 TLK2P1 ANKRD18DP IMPDH1P7 LINC02774 BX284668.2 HOTAIR HOMER2P1 LINC00200 HOXB-AS1 LINC01818 CCNQP3 CCNQP2 LINC00665 FTH1P6 CTAGE7P PFN1P1 FTH1P27 UPF3AP3 ZPLD2P INTS6-AS1 UNC5B-AS1 AL138828.1 DYRK3-AS1 TXNDC5 PABPC1P10 AP001625.3 YBX1P3 PPATP1 WDR82P2 LINC02046 ARPIN ZNF702P TMEM199 GMCL2 LINC00461 CRNDE LINC01550 AC044802.1 SUDS3P1 LDHAL6CP TRIM7-AS1 F11-AS1 LINC00605 KLF3P1 VENTXP6 MIR124-2HG MSH5-SAPCD1 MIR100HG ENPP7P8 ZNF252P-AS1 ATF4P4 KRT17P8 THTPA MAPK6-DT AC010478.1 ITFG1-AS1 MOCS1P1 RARRES2P7 LINC01254 RARRES2P6 SUZ12P1 NDUFV2-AS1 AC007448.4 SETP3 MIR23AHG AC090241.2 PEBP1P2 SRD5A3P1 COX5AP1 ADAMTS7P1 SRCIN1 MIR6802 PRAL HYMAI MIR941-1 MIR941-3 MIER1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MIER1_TARGET_GENES SLC25A13 RHBDF1 SYN1 MAPK8IP2 HHATL DPF1 SYT7 WIZ SEMA3B AQR VIM RTN4R KCNH2 PSD SEZ6 ZNF275 CYB5R4 MEF2A PYGM TRPC7 MAST4 TCF3 CRMP1 SLC12A1 KCNQ2 ANKRD13A DGKD ACTL6B SCGN SMAP2 SSH1 NKAIN1 GNAS SULT2B1 C3orf18 SIRT4 RPH3A CHGB ANKRD24 LTBP4 TFAP4 SUPT16H MAST3 MADCAM1 P2RX6 TBC1D10A GGT1 ARSA EMC9 HRH3 CHRNA4 CDK5RAP1 SYP SCML2 ACD PARD6A CMC2 NECAB2 UBE2I AP3B2 SCG3 CALB1 GDAP1 KCNN4 VRK3 TJP3 CDC37 PLA2G4C RPL18A PDE4C SSBP1 NPDC1 CDH23 FBXL15 GIT1 RUNDC3A VTN DDX25 PUS3 NRXN2 SLC35F2 P3H3 DAO HDDC2 MDGA1 BTN2A1 HEMK1 MOGS CHST10 FAM20B ICMT KCNC4 PIK3R3 SLC8A2 SUPT7L DNMT3A PRLHR FAM53C NPPB PSPC1 ACVR2A HS3ST2 NXPH1 NEUROD4 NR4A1 KBTBD4 GDAP1L1 ARFGEF2 CHST8 BTN2A2 MAD2L1BP SCGB2A1 BARHL1 TRIP10 GPR108 STK35 NRSN2 IFI6 PKMYT1 WDR24 VGF CCDC136 KCNC1 SYT5 ECSIT BST2 IQCN UBE4B GSE1 GFPT2 ACAP3 DLG4 VSTM2L OSER1 PHC2 RNFT2 BICDL1 ADGRB3 PHF21A GDF11 NMBR RAC1 CDK5RAP2 FCHSD2 CLSTN3 TPH2 CELF6 KSR1 UTP4 SS18 ADCYAP1 WRAP53 ANAPC11 BRD4 SLC39A3 MVB12A EVA1B HSPG2 CCN1 ECM1 SYT14 VPS54 UBR3 UNC80 NYAP2 CTDSP1 MARCHF4 STXBP5L VWA5B2 SSBP2 GLRA1 CPLX2 GPR6 TMEM181 VIP ATP6V1B2 LACTB2 PAOX PIH1D2 NKAPD1 C2orf50 GPR158 DRD3 IGSF10 GRM1 CMIP PITPNC1 CA10 CNTNAP5 FGF18 LHFPL4 HTR5A FZD1 KCNB1 ATP13A2 CELF3 ADAR MFSD12 TUBA3FP WDR90 PAQR4 KLHDC9 FCMR ANKRD23 CRYBA2 CHCHD4 EFHB CADPS ALB SLC4A1AP TKT GRM2 DUSP7 CARTPT ACSL6 SP8 ZCCHC24 GFI1B TCP11L2 SVOP BRD7 CENPN MARF1 CACNG2 MYO1A SGSM1 SMG8 TMEM145 DAPK3 LTBP3 ADAM29 GSX1 NSG2 SLC16A5 B3GNT2 KRT86 ETFDH SCG2 BSG GNB2 PRSS27 LRRC20 KCNH6 ZDHHC24 CNTNAP2 TTC9B YIF1A CNIH2 SEZ6L2 ASPHD1 CTDSP2 PCSK1 VPS37D CLK2 BDNF MIR7-3HG RIMKLA CASKIN2 CCDC71 PGBD5 SRRM3 ANXA2R GALNT11 HTR1A EXOC3L1 RAB39A FZD2 TNRC18 FAM89A TSEN54 TRAK1 RXFP3 RESP18 CRIP2 GPR19 CCDC159 ZNRF3 PTP4A2 DIABLO KCNK12 OSBP2 MANEAL MAPK11 ADAMTSL5 TRIM69 PTCH1 KRT10 C17orf58 HEXIM1 DNER FBLL1 TMEM120B BSX SLC35F1 OGDHL HNRNPAB STMN3 LHFPL5 SLC5A3 SCAMP5 RNA5SP242 DAXX RXRB FAM155A HLA-E DISP3 IGFL4 C4orf46 ADGRG1 MIR7-3 MIR551A NDUFS3 PPM1N SMARCE1P6 SCRT2 SLC35E2A ZNF579 MIR1224 XKR9 RNA5SP60 OSER1-DT SIGLEC30P LINC00337 NRSN2-AS1 RFPL1S LINC01729 CADM3-AS1 SNAP25-AS1 AC079154.1 WEE2-AS1 HNF4A-AS1 VIM-AS1 MAST4-AS1 FGF12-AS2 HHATL-AS1 AKAIN1 AC009158.1 YBX1P7 UBE2V1P4 CTXN2 FAM237A TNR-IT1 RPL23AP71 CA15P1 SERBP1P3 RPS29P25 MRPS6 CCDC13 LINC01586 LINC00964 RNA5SP243 RN7SKP92 KCNIP1-AS1 MIR9-3HG FAM222A-AS1 HSPD1P12 LINC00485 TMEM179 ANKRD34C-AS1 AC066612.1 DKFZP434H168 SCRT1 CCDC92B LINC00526 NOS2P4 BAHCC1 OR1AB1P RUNDC3A-AS1 CLIC4P2 RCC1L ZNF280B RNVU1-26 RIMBP3 AC007906.2 BISPR ZFP82_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZFP82_TARGET_GENES E2F2 DNAJC25 SSBP1 DRG2 NDUFS7 WDR11 COX16 INTS14 VPS51 SMG8 AURKAIP1 SF3A3 CCDC180 TMEM242 JPX WDR11-AS1 WEE2-AS1 MRPS31P5 SLC24A1 CARD8 PRSS16 PPP4R1L PSPN DYNC2I1 SNX14 UBXN4 CDKN2A MRNIP FBLIM1 MROH1 ZNF746 FANCA FAM230G MTCO3P12 LRRC37A5P RAB5CP1 RPL18P10 RN7SKP150 RPL30P3 AL669831.3 DNAJC25-GNG10 MTND5P11 LINC01775 AL390955.2 BCL6B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BCL6B_TARGET_GENES MAD1L1 AP2B1 SYPL1 AASS MED24 FHL1 GCLM TNC GPM6B RCN1 ARID1B MCOLN3 BCAT1 TLE2 ALPK1 KCNQ2 REXO2 AMPH RUNX1T1 MECOM IPO11 SEPHS1 ZNF302 MUL1 NRCAM G2E3 DSP FBXL19 ITPK1 CEP76 ATP11C VWA8 LONP2 CYB5B SPIN1 ENO3 PFN1 NKX3-2 CORO1C PRR4 SUB1 BCL6 CISH MAPKAPK3 WDR75 STAT1 UXS1 CCND2 CSF3R SOCS2 GPCPD1 HELB EMC4 ICE2 PSMA1 NRL LDLR SLC27A1 ZNF227 DPH2 USPL1 ELP3 LAMTOR5 DDB2 UBQLN1 NAA35 ENPP2 FASTKD1 HCN4 ARHGAP24 HERC5 HNRNPD USO1 CASP6 PRICKLE1 LGR5 SDSL TMBIM6 FRMD6 STON2 ARMC5 KSR1 AFG3L2 TBCD AFF3 GULP1 VGLL4 TBC1D7 NIPSNAP2 COMMD3 ANK3 AMN1 TLCD4 SYCP2L RETREG1 USP25 ZNF19 EFCAB14 GNE ADAR CTSS SLMAP RCHY1 ESM1 PGM2L1 KBTBD6 HSP90B1 CRK DNAJC7 MLKL XPO6 NRG4 TMEM266 VGLL2 UBB ELOVL6 SIX2 PAIP1 SYNPO2 ENDOV C16orf91 SNHG29 CMTR2 ROBO2 ZNF74 PTCH1 MPHOSPH8 TCF4 ARHGEF12 PIWIL2 WWP2 MDM4 RNY3 CAPN8 ADAMTSL4-AS1 CCDC85C RNU6-841P RNU6-1039P TAS2R14 TTC41P PPP2R2A LAMTOR5-AS1 LINC00431 RPL39P40 PRH1 HOTAIRM1 C19orf81 TTC28-AS1 GHRLOS RN7SL446P RORA-AS1 SOCS2-AS1 MCPH1-AS1 AL139353.2 AC023794.3 AC087473.1 AQP4-AS1 FBXL19-AS1 GTF2I MIR548AL COMMD3-BMI1 LPP-AS2 HNRNPD-DT CWC25 MIR4727 SNORD49B SNORD49A AL354696.2 PIAS4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PIAS4_TARGET_GENES ACSM3 CAPN1 VCAN SPAG4 PDE4A STOML1 TP53BP1 CDC14B CSNK2A1 EMD HECA LOXL3 DOK1 NSUN4 IFT46 CREB1 FAM53C SERPINA7 AHDC1 RFX1 CSNK1G2 CA1 TMEM241 TSPAN31 DNAJB2 VPS37B PML COL6A1 FAM71E1 RRNAD1 ISG20L2 RHBDD1 MSRB2 BRAF H2BC5 H4C8 EMC10 JOSD2 RBKS ZNF581 RPL38 ZBTB21 CCDC106 C16orf91 C12orf66 RALGAPA1 PPFIA3 STAP2 FBXO34 TMEM259 ISG15 H1-2 HES4 H3C12 H2BC12 STK19 DXO RNU6-921P ZNF580 LINC00114 AL139420.1 LINC01731 H2AC5P PRMT5-AS1 ADAMTS9-AS2 CRYBB2 LINC02453 AL158801.2 LINC00930 MIR3143 MIR4757 H2AC12 NUDT18 H2BC3 H4C5 H2AC8 H4C2 H3C10 ZNF664_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF664_TARGET_GENES ANKIB1 KDM1A ST7 UPF1 ZNF263 TNFRSF12A VPS41 PIGQ REV3L VTA1 FUZ ERCC1 FHL1 PNPLA6 MAT2B LCP2 NOP16 HERPUD1 POLQ CYFIP2 PPP1R12A ATP2B4 QSER1 SPHK2 CASP8 LIMCH1 EYA2 ABCA7 COL17A1 TLE2 PDE4A NFYC CBFB IFI35 MEF2A SRBD1 MAPK6 TMEM260 DAZAP1 SPEG STK10 CLASP1 SLC24A1 HACD3 ANO8 CACNG5 KIFAP3 SPAG5 RAP1GAP CLUL1 RAPGEF3 RDH8 ME2 SMAP2 ZMPSTE24 EIF3I ATRX MECOM DDHD2 EPS15 MGST2 SULT2B1 PDRG1 DOCK9 CFAP61 ZNF302 LTBP4 GOLGA3 GLG1 PHGDH SEC22C SORBS1 CDC5L JAK2 WASHC2A BCL7C CYTH4 HPS4 CYB5R3 HMGXB4 KCTD17 PRMT5 HIF1A VRK1 DCAF11 EMC9 BRMS1L RABGGTA HNF4A MTG2 RNF24 TM9SF4 SMCHD1 TIMP1 MRPS31 ARL2BP CRISPLD2 FBXO31 CRYM EEF2K AQP8 KAT8 MTFMT AP3B2 RAB11A TMEM87A CSPP1 BRF2 BPNT2 ERICH1 TJP3 FZR1 TGFB1 MYH14 CARD8 LIG1 PLA2G4C RAB3D PIK3R2 CRTC1 SIPA1L3 H2AZ2 SSBP1 CPVL EPHB6 TMEM248 GALNTL5 TMEM245 ENG EXOSC3 PHYH LIPA CUL2 PSMD3 CPD ALDH3A1 DDX5 PTGES3L-AARSD1 FAM20A GRPEL1 FRG1 C11orf58 PRPF40B MANSC1 HCFC2 MAPK14 MDGA1 MED23 QKI DUSP22 PFDN1 CERT1 TTC1 PCDH12 NR3C1 TFDP2 PFKFB4 FRMD4B EIF4G1 NRBP1 FNDC4 NDUFS7 ATF2 C2orf42 TIA1 CACYBP FAM20B MECR RAP1A TRIM62 GON4L MFN2 SMG7 MAP7D1 MRPS15 GNPAT KDM5B SSX2IP RBBP5 MPL DR1 MAN1C1 STX12 ANKRD13C CCNI PPL BSPRY C19orf25 SUPT7L WDR11 SMAD9 GLT8D2 COPS5 POLR3GL POLK RBBP6 SERAC1 CCDC91 ZC3H13 SPATS2 HOXC12 DNPEP LYPD3 MAD2L1BP GLO1 OPA3 HNRNPR KDM5C IFI6 DYNC2I1 WDR24 MACF1 SPINK2 CGNL1 CLN6 AJUBA NRL TTI2 DOHH GTPBP3 ACTN4 MAP1S GDF15 IQCN OLFM1 CAMSAP1 EXOSC2 EPS8L1 RLIM ANO1 TMEM128 RGS22 MPRIP COX16 LOXL2 CAMK1 PHC2 DTNA USP30 DTX1 MTO1 PHF21A ITGA7 BLOC1S1 B4GALNT1 KCNK1 EGLN1 DHX9 TBC1D4 NUP42 CALCOCO2 C9orf78 TOR1A KIF12 VARS2 UACA DBR1 INTS14 ARHGAP24 CCNG2 SINHCAF GIT2 CCDC65 VPS33A RHOF PTGR2 HMG20A NCOA2 PML NLRC5 MAP1LC3B PRPSAP2 AFG3L2 PRELID3A TTYH2 MAPK4 DPP9 RERE ARHGEF19 ITGB3BP BCL10 MTF2 UCK2 UFC1 XPR1 TARS2 GOLPH3L GABPB2 C1orf131 CALM2 CPNE9 RAB5A LRIG1 PDGFC RPL37 LHFPL2 SSBP2 ARHGAP26 CDKAL1 ZMAT2 KAAG1 RPL32P18 CCDC120 TERF1 UTP23 USP6NL FRA10AC1 ADD3 CELF1 ALDOA HMGA2 LYPD1 SRFBP1 THYN1 ZNF827 HOMER1 MED21 RBMS1 ZDHHC7 CEBPG ENPP3 CCSAP CXADR MRPL39 PI4K2A ZFYVE27 FMN2 DPY19L4 EEF1A1 SAMD8 MFSD14A AP3S2 PAFAH2 XKR8 TSR2 CCAR2 EPB41 PAXBP1 SCUBE1 LYPD5 TMEM234 TOR2A FDPS GBAP1 LMNA PLXDC1 DBF4B BICDL2 PDPN KIAA1522 CAPN2 CGGBP1 INAVA NFASC CLASP2 PRKCI PTX3 ABHD6 SLC4A1AP ABLIM2 ADGRV1 GPX8 ERAP2 PI16 RPS14 COG5 BMT2 CTSB NOS3 DIRAS2 KDM1B ASB11 NOL6 REEP3 RPUSD2 HPS6 IFTAP LMO1 VPS39 SGSM1 MEI1 ISLR2 GPRC5B SMG8 DHRS13 SERTAD3 TMC8 LTBP3 ACOX2 ADAM9 SIN3A LUZP1 NLGN1 TOR1AIP2 NIPA1 RNF150 GABARAP STX8 FRMPD2 SMAGP COMMD5 ZNF296 PLA2G1B PLAC1 SLFN12 TEFM ZNF596 DCP2 GXYLT2 HECTD4 RAPH1 WFIKKN2 DENND4A MRPL11 SLC29A2 TMEM167A NDUFA11 FBXW8 DES ZNF408 ARHGAP1 EIF3F CCDC168 DLEU1 SPACA4 ZBTB38 GBA AGTRAP CD151 SVBP DMAP1 SH2B1 C3orf38 C9orf50 MAGED1 GADD45GIP1 WSCD1 CLK3 SEPHS2 FGD6 ZNF609 DEFB124 GLIPR1L2 CHRM4 GREM2 GPR62 TLCD5 TNRC18 FAM181B NOP10 FES TTC3 CNOT10 SYNDIG1L SF3A3 GPR132 CHEK2 ADAP2 LRTOMT SCFD2 TXNRD2 NUTM1 CDCA2 PBX1 SHC4 BRWD1 CXorf38 DNAH14 LAMP1 PTCH1 MRTFB TPCN1 ZNF395 TMPRSS6 ISG15 ZSCAN23 RILPL1 WASF4P OSTN LINC00910 SPATS2L PRPF40A BORCS6 STRN3 ADA CYSRT1 RAD54B BLM HMGA2-AS1 LRP10 CDC42SE1 RPS26 WWP2 OPA1 RUNDC1 NAGA EFCAB7 ZYG11A LINC01270 LINC00963 STK19 DXO SNHG32 DHX16 TRIM15 RACK1 INSYN2B TTC25 DCTN1 IGFL4 ITSN1 C16orf96 C21orf62-AS1 HCG27 RNU6-22P MIR608 MIR615 MIR554 TRAV41 TRIM59 SUPT4H1 HEXA ATP6V1G2 GTF2H4 GANC OR1X5P AS3MT MIR99AHG IGSF23 PAM16 SLC12A8 LINC02860 RNU2-17P RNU2-33P EHHADH-AS1 RPL23AP53 RPSAP10 LAMTOR5-AS1 PLEKHM1 LINC00431 NTF4 LINC02794 RHEBP2 C14orf132 LBX1-AS1 WDR11-AS1 LINC00845 STK4-AS1 LINC01132 LYPLAL1-DT PCAT6 SPCS2P4 WEE2-AS1 MRPS18CP6 RHEBP1 LINC02028 LINC02522 TMEM253 LYRM9 SMG7-AS1 LINC01392 CTC-338M12.4 LINC01952 LINC01641 RPSAP9 LINC00940 FAM21EP ARHGEF7-AS2 AL359313.1 VLDLR-AS1 RBM14 RPL32P27 ISY1 RN7SL443P FABP5P3 RN7SL16P RN7SL734P LINC02044 LINC02453 AP000787.1 LINC00682 SEPTIN7P14 MGC16275 RBM14-RBM4 LINC01411 EGFLAM-AS1 LINC02229 GMDS-DT RNU7-29P RNU4-60P LINC01298 LINC01944 MEX3A LINC02687 AP002008.3 BRWD1-AS2 AL132780.2 AL050341.2 HEXA-AS1 SMG1P7 ISY1-RAB43 OR1F1 THCAT158 MIR4799 MIR4425 MIR4487 MIR1273C MIR5696 MIR5092 MIR5003 SEC22B FSBP MIR5700 PTGES3L CARD8-AS1 AC010271.1 AC004264.1 EGLN2 HMGN3-AS1 SNORD96A RALGPS2-AS1 NOL12 ARHGAP23 LINC00921 C2-AS1 GTF2IP12 LASP1 REXO5 PDK2 TMEM98 RALA PAFAH1B1 POMT2 RAI14 KMT2C MTA3 CDK17 WNT8A RPL18 TM7SF3 DHX29 RAB27A DAPP1 OSBPL3 ARHGEF10L NUP37 ARHGAP15 TRAF4 CAPZB ACER3 EPB41L2 CROCCP3 POMGNT1 TMED2 GNAO1 DNMT3B KIF9 LAG3 CREM IFT74 CARD10 SYNGR1 SLC25A17 TRIM9 STK4 TRIB3 CDK5RAP1 NDFIP2 PLLP STX4 CD276 GDAP1 KCTD9 PPP1R37 NOVA2 MED25 URI1 CCDC9 SLC5A5 GAPDHS MTMR4 HDAC5 CHORDC1 SLC15A3 CORO1C FOXM1 SH2B3 RASAL1 SLC38A1 NOP2 DSE VEGFA MAN2A1 SLC4A9 SUB1 WWC1 FN1 USP34 CHMP3 SOS1 ARHGEF2 TSNAX PADI2 CD160 ECE1 MTFR1L CAMSAP2 PHF3 MYB MAPKAP1 PGF A1BG EXOSC9 ARHGAP40 SDC4 RNF114 PRMT1 CFP OMG SYNGR3 IL17B PDE11A ARHGAP22 PALLD PARP2 ABHD17A RPL36 RBM39 ACSS2 PYY NAPSA PDLIM4 CCT6B HAPLN2 CASP9 MTUS2 SBF2 RRAS2 LAMTOR5 TRIM45 TIMM17A TSPAN31 MDM2 KLHL36 CEP350 PLXNC1 KCTD3 RPS6KC1 TPMT STRA6 ADAMTS14 HNRNPD CNOT6L HADH FAM222A LMBR1L STON2 SCAPER USP3 TICRR FTO GAS8 COPS3 GNAL ZNF473 NOSIP LMO4 ALDH9A1 RGS16 LYPLAL1 SNX27 ANP32E SLC20A1 FANCD2 GRIP2 ANK2 ANKRD31 ARHGAP18 ABRACL TIAM2 ALAD CAMK2G PDCD11 RGS10 TNKS1BP1 OCSTAMP DOC2A HIRIP3 CWC15 ITPR1 NEK7 ATP5F1A JAKMIP1 GTF2E1 CIBAR2 IMPACT SRSF12 MOV10 SPAG17 FRRS1 TATDN2 CNNM4 DZIP1L TENT5B TSPAN33 ZC3H18 CDA TNNI1 AMFR EFCAB14 COX6B2 ADAR TAF6L SYVN1 TMCO4 FUBP1 PEX19 KLHDC9 KLHDC8A RNF149 LINC01116 ELF3 SNHG16 PRICKLE2 CCNL1 CREBRF DAGLB FABP5 RPP25L CCDC171 ATP5F1C FRMD7 AK8 SHLD2P1 SLC39A13 GLB1L3 PCBD1 TRIM44 NDEL1 CFAP52 PLEKHA7 B2M STAT6 ATP23 TRUB2 C16orf92 TPM4 TUBA1C TTYH1 DAPK3 SPRYD3 MLST8 DNAJC7 PDHB ZBTB43 STAT2 CHD7 KRT15 IL16 RND1 LIPM PEAK1 CHD2 NMNAT1 PHOSPHO1 RAX2 IGDCC3 GLMN CATSPERD SEZ6L2 SCN4B CHD9 CTNNBIP1 DNHD1 GRM8 CDC42EP4 EXOC3 DHTKD1 COPG1 TSHZ2 GALNT9 BEGAIN ZNF438 SEMA4B MANEAL FAM174B PDE2A SELENOV VMAC GABRD HES4 SRSF10 GREB1 ZNF565 MAN2A2 LINC00173 TEX43 ARHGEF12 SRC ENTPD4 VEPH1 SVIP PLN WDHD1 SLC9A6 SNORD48 CHIC1 GMNC THUMPD3-AS1 RNU6-166P RNU6-821P ARL2 TTLL13P KLRK1 ST7-OT4 MRPS21P6 NEURL1B HMGN2P15 KRT18P12 ZNF579 PPP2R2A NUTM2A-AS1 DPRXP1 TAF1A-AS1 NUTM2B-AS1 PIGBOS1 ZNF503-AS1 THORLNC RABGAP1L-DT RANP5 AKR1B1P1 LINC00595 ANKRD18B ECE1-AS1 CFAP97D1 TRAF3IP2-AS1 AC008163.1 LINC01503 AL031727.2 NUCB1-AS1 ELFN1-AS1 CLEC2L NR2F1-AS1 AL391832.2 SNORD13 RN7SL241P PDZRN3-AS1 NDUFB2-AS1 RN7SL209P YAE1 ZBTB20-AS1 RN7SL417P AC040168.1 TMED2-DT RRN3P1 LINC02435 AC090197.1 CLDN23 AC010247.1 PGAM1P5 PHBP18 CUX1 SRP54-AS1 CEP95 ZNF865 TMEM202-AS1 AC079341.1 CCNQ RHEX SNHG30 FBXO17 HNRNPMP2 SLC25A53 AC010531.6 TSNAX-DISC1 TAF15 LIX1L ANKRD34A GTF2H5 ARL2-SNX15 CWC25 MIR6124 AATF RN7SL736P CEBPB-AS1 LCORL_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LCORL_TARGET_GENES CDC27 DVL2 FAM214B MYCBP2 PDK2 TTC22 CDKL3 FMO1 MDH1 PHLDB1 PLEKHB1 SLC45A4 ALAS1 ARID4A RIPOR1 HPF1 RC3H2 SOAT1 ATP2B4 YBX3 CCAR1 ACAA1 SFSWAP ARSF TAF2 FAM107B NGEF EML1 PKM ZFY MEF2A GNB5 SLC44A1 ACTN1 DERL2 PICALM CLASP1 ARHGEF10L BAZ2A MBNL3 SNRPA EXOSC5 CBFA2T2 MOK SEH1L BAX ERGIC2 METTL2A RBM41 LYZ HECTD1 RFFL DHPS SRPK1 SCD MTAP ARVCF SNRPD3 LGALS1 SRSF5 DICER1 PSMB5 SLCO4A1 TM9SF4 GABRE GLA FNDC3A EMC2 SH2D4A MTMR9 FCER2 ILVBL ZNF419 PLD3 BABAM1 ZNF175 TNPO2 HPN SSBP1 CHN2 HSPB1 AHR RIC1 PDLIM1 RASSF4 TRDMT1 STN1 GOSR2 ENO3 MRPL27 ALDOC NSD2 PPARGC1A SOX6 NCOA7 PPARD THBS4 NUP155 PDGFRB HGD KPNA1 TFG IQCG FRMD4B SCAP FN1 HPCAL1 PNO1 DNAJC16 FAM20B DOCK7 SMG7 CRYZ RPF1 KLHL12 OSBPL9 HMGN3 MYL12B CYP20A1 UBE2B KDSR PROX2 RCL1 NCAPH CLTA TTPAL KLHDC3 MEA1 AHNAK SNRPB SNRPB2 PROZ HNRNPH2 MASP1 METTL25 PNKD POR ILF3 AJUBA ATP8B3 CASP9 CNDP2 CCDC59 COX16 WDR36 LCA5 TFCP2 OS9 RPS6KC1 IL1RN PIM1 BPHL SLCO2B1 CREBZF IFI44L HERC5 GUCD1 FGD4 INHBE HMG20A IGF1R CHST4 PRPSAP2 CBX4 FEM1A APP CAPN10 PSMB6 ARNT EIF2D WDPCP TPRKB RAB5A AHSG DCDC2 FGD2 TLK2 RGS20 EIF3H SAA4 ST14 KAT14 CPSF7 SLC22A9 HNMT TMEM18 QTRT2 ZNF827 CENPJ TADA1 TMEM123 UTRN SPACA7 CEP112 SH3RF1 EME1 OXA1L SLC7A7 RASA2 UGT2B4 ZNF689 MRPL17 PPP1R9A USF1 CCAR2 RAPGEF6 ATP5MC1 RSPRY1 C19orf47 ADAR UBE2Q1 RACGAP1 CAMK2N1 FAAP20 NFIA TYW3 RBM15 BROX VPS72 GPR155 EFHB CCDC191 LZTFL1 CLDN19 PGGT1B TENT2 ACSL6 ZNF12 CTSB FAM86FP SLC25A32 DCAF13 METTL2B VCP NDRG2 SPRED1 HIF1AN ALKBH3 CCT2 CUL5 C2 USP54 PPFIBP2 NDEL1 DIS3L ISLR2 SMG8 C19orf48 MIS12 RAB26 SDHAF2 SLC33A1 ZNF280A SLC16A5 FAXDC2 CMTM8 GABARAP B3GNT2 PRKCE FAM98B CANT1 CLCN5 FGA SHLD1 GNB2 MRPL52 TMCC1 PSME3IP1 HOXC5 RAB37 KAT5 SYT12 PSMD1 RIN1 PTDSS2 NR2F1 LYSMD3 MTX3 ZBTB38 IRX3 PIPOX MYLPF TTC3 RPL35A ZNF721 CNOT10 AP2A2 ZNF530 PIGP AIDA CYP4F12 CYP4F3 HYAL3 SERPINA11 PTRH1 TMPRSS6 KCNJ11 C19orf54 FAM221A NCOR2 PCBP2 PGAP1 MIRLET7BHG DCHS2 ZNF695 RPL37A GRK6 ADH4 SPRED2 TMA16 STKLD1 RNU6-391P RXRB VWA7 CFI C5orf51 SACM1L ANAPC10P1 TSPAN4 MBLAC1 MIR99AHG LINC01767 BCAR3-AS1 PLEKHM1 RBM15-AS1 WEE2-AS1 UBE2Q1-AS1 LIMD1-AS1 LINC00486 RPL37A-DT ELF2P3 SLCO4A1-AS1 SMG7-AS1 LINC01426 DICER1-AS1 LINC00857 RNU6-599P AMACR NAA80 WDR92 TTC4 RN7SL743P BCKDHA ABCA11P RBPMS-AS1 CHMP4A AL590627.1 FNBP1P1 AL132780.2 AL160314.2 ACTN1-AS1 MRPL46 CAPN10-DT HPR AC005670.1 RN7SL387P AP005329.1 MIR4276 MIR5589 ILF3-DT BTF3-DT RNU11 AL449403.2 LINC00216 SLC7A2 PDK4 MLXIPL MBTPS2 FNIP2 ERBB3 SMG6 CNGB1 TNS1 UBA5 HSP90AB1 RPRD1B SALL1 EEF1D SLC5A5 CPD MPP2 TMEM33 CD5 NT5DC3 FGF1 MAPKAPK3 AMPD2 ABCC11 TRAF2 DGCR8 HOXD11 FUT5 F12 FBXO44 CA1 CAMK1 CEPT1 ROCK2 KCTD1 ITM2C GCHFR FRAS1 NFIC RORC IQGAP2 TAF1 PLBD2 GRAMD2B ATAD2 ST3GAL2 SLC13A3 B4GALT3 ZNF326 UBLCP1 NFIL3 API5 CLPX TK1 TBC1D10B USP47 GTPBP2 PEAK1 RMI2 GPR35 CIITA LINC02363 CLCNKB HPDL MSL1 KLHL9 RNA5SP349 RNY4P10 LCNL1 RN7SKP106 RPS6P8 EIF2S2P5 GEMIN8P4 AL450472.1 LINC01650 TMEM18-DT HNRNPA1P30 LINC00330 DNAJC19P7 PRR34-AS1 AC104958.1 RNU7-13P LINC01965 PSMA3-AS1 CASC22 AC055855.2 MIR4673 RNU4ATAC PCAT19 RNVU1-19 ETDC PGBD5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PGBD5_TARGET_GENES CLASP1 PRMT5 PPP6R3 PARP2 LRP3 SHF PHLDA1 TRIM41 SLC27A4 GSTA4 HMGN4 RNVU1-21 RPS29 ANG ZBED9 LINC01719 AL132780.1 RNASE4 LINC02136 MIR3120 MIR5087 ZNF843_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF843_TARGET_GENES RAD52 DVL2 SOX8 GDE1 PAF1 PAX6 E2F2 MPND REV3L VTA1 CLCN6 NME1-NME2 PTBP1 EXTL3 WWTR1 FHL1 ZNF839 ANK1 ALG1 PEX3 RFC1 MYOM2 SLC18A1 RPL26L1 NSUN2 EDC4 TNC THAP3 AP2S1 ZIC2 WDR37 ATP6V1H NOP16 LTBP1 RCN1 LIMA1 RAD51 MPHOSPH9 USE1 ARID4B FAM168A MCOLN3 ATG5 POLR3E NDC1 DNAJC25 YBX3 PRDM6 DGAT2 APPBP2 POLD1 MED29 TM7SF3 CTSA ERBB3 COL17A1 TLE2 PDE4A IDI1 PKM NUP133 MAPK6 LRP6 SLC44A1 TMEM260 TCF3 SREBF1 CHFR SCARB1 PDE8A FERMT2 NUAK1 DPP8 SLC24A1 ANO8 TIPIN FNDC3B WDR62 SART3 ARHGAP15 ARHGEF1 DYNC1I2 AMPH PPP2R5C HOXA9 CDC14A CIC PAFAH1B3 SRCAP HSP90AA1 CROCCP3 JMJD4 BZW1 SERTAD4 ERC1 SMAP2 MECOM WDR47 BAX PGS1 NOP14 DNM1L ANKRD10 ARHGAP28 PXN CDIP1 RCOR1 SLC9A1 PDCD7 GOLGA3 TNRC6A OSBPL8 SEMA6A MYL6 HOOK2 MYO3A CREM EFHC1 NRP1 WASHC2A SETD1A ASB2 RPS6KA5 CELF4 MYL12A TBL1X ATP11C RBBP7 GLA ARHGEF7 MRPS31 VWA8 N4BP1 HCFC1R1 NAGPA LMF1 FBXO31 BCKDK AAGAB IQCH DTWD1 EYA1 RAB2A ASAH1 ECH1 CLPTM1 CLASRP TLE6 CCDC130 CCNE1 PLD3 RPS19 MEGF8 ETV2 SCN1B SMG9 HBP1 OGDH CAV1 MET DNAJB6 HOXA3 HOXA5 SSBP1 RBM28 LSM5 GLI3 COA1 TMEM248 GALNTL5 PRUNE2 TLE4 TRDMT1 CUEDC2 UBE2S CASC3 RNF43 DRG2 SMARCD2 CYTH1 LRRC59 LUC7L3 EFTUD2 PRKAR1A OCIAD1 RPS13 HPS5 GTF2H1 PPFIBP1 SLC11A2 MLEC MVK PPM1H METAP2 MAGOHB SH2B3 CDKN1B GTF2H3 EIF2B1 DDX55 GAPDH COPS7A SUDS3 C2CD5 HINT3 NCOA7 SOD2 SAYSD1 BACH2 MED23 GMNN LAMA4 HARS2 NME5 CNOT6 LMNB1 ACTR8 PCCB WNT5A BBX NCBP2 FRMD4B SF3B6 RPS15 INO80B MOB4 NFE2L2 EPHA4 BCL9 CACYBP PARK7 S100PBP C1orf21 KIAA2013 SMG7 RO60 UCHL5 ADPRS MRPS15 ADGRL2 RBBP5 PRDX1 PIK3R3 DR1 ARID1A SLC8A2 KPTN USP35 DYNC2I2 ZBTB45 MXI1 KCNIP2 HOXB8 HOXB5 HOXB3 ACAT2 TGFBI SPOP PDZRN3 MTERF4 SLC25A16 MED13L CDKN2C KBTBD4 NEURL2 PEPD TMEM255A GRK4 IGFLR1 CAPNS1 RRAS PRRG2 SIX1 HNRNPH2 HIVEP3 HP1BP3 METTL25 GNGT1 SGCE CCDC136 KLHDC10 CHN1 HOXD11 MYO5C ALDH1A2 DUT ILF3 MTUS1 ASH2L TTI2 CDKN1C GTPBP3 MRPL34 MPP1 C12orf65 CASZ1 TBC1D5 RFTN1 NR1H2 RPL27 ACAP3 THOC6 CCT6B CCDC59 DGLUCY ELP3 VAV3 CDC73 CABLES1 YARS1 PHC2 DTNA NREP USP30 SYNCRIP MAP3K7 CGA ITGA7 BLOC1S1 COQ10A ESPL1 MDM2 KCNK1 STX6 EIF4E2 REV1 TBC1D4 IGF2BP3 GPNMB HUS1 EPRS1 TOR1A GARNL3 ANP32B PIM1 TFAP2A KIAA0319 FCHSD2 PARP6 STRA6 SEMA6D ASCC1 SECISBP2L INTS14 PPCDC ARHGAP24 CCNG2 GSTCD INTS12 FGD4 ALG10 DUSP6 POC1B SNRPF MMAB KANSL2 MYG1 VPS33A FRMD6 TLE3 SCAPER TPM1 IGF1R USP3 ABHD2 PARN FTO MAP1LC3B UTP4 SKAP1 G6PC3 C17orf64 GNAL ASXL3 CSNK1D MAPK4 SMAD4 PMAIP1 SLC39A3 DPP9 NOSIP RERE CFAP74 ITGB3BP CCN1 MTF2 NUF2 RGS5 RGS16 SELENBP1 ARNT EIF2D UBAP2L C1orf43 SNAP47 CNIH3 PYCR2 CALM2 SUMF1 VGLL4 RAB5A PTPRG RPS3A SRD5A1 RPL37 SSBP2 BDP1 ARHGAP26 DDX46 GFRA3 PNRC1 RNF217 AIG1 WTAP ARMT1 NIPSNAP2 ATXN7L1 SLC25A37 ERLIN2 PLPP5 NFIB AOPEP REXO4 NTMT1 ADD3 MTG1 GSTO1 NCAM1 HTR3B YTHDF1 CABLES2 VPS51 DOC2A MPP7 PRSS23 MAGI1 SRFBP1 ZNF827 CENPU CACUL1 DST DNAI4 GGPS1 TXNDC11 INO80C CFDP1 CEBPG LGI4 NUS1 OTULIN ENPP3 AGPAT5 HEATR3 RMND1 BRPF1 SEC13 NECAP2 FZD1 PAFAH2 DZIP1L H4C8 KCNB1 DYNC1I1 TAGLN2 CCAR2 EPB41 PAXBP1 EFCAB14 LRRC36 ATP6V0D1 RGS12 CALM3 SSU72 PDXK FAM207A RALGDS C19orf47 LY6K PPP1R16A THAP8 CLPB CZIB AK4 LZIC CAMK2N1 NFIA ATF3 DISC1 H3-3A LINC01116 ATP1A1 TMEM79 CLASP2 PRKCI EFHB ICA1L WDFY3 TIPARP TASOR SLBP ASB5 RANBP3L ERAP1 TXLNB GPR85 KCNK5 ELAPOR2 LMTK2 DLC1 YWHAZ BRWD3 FAT3 MARCHF8 ZCCHC24 ARF6 PRPF18 VDAC2 ZNF503 BMS1 TRUB1 TCP11L2 ALKBH3 FAM227B ATP9B COG1 GOLM2 AP1G1 STAT6 TSC22D4 MS4A8 PBX3 CCDC103 ISLR2 ACAA2 SMG8 CACNB3 SERTAD3 SPINT2 NXN ECI1 CTNNB1 POLR2J3 ATXN2L FNTA STAT3 KCTD19 LRP1B CHTF8 STX18 ZNF608 ACTBL2 ARMC4 EFNA1 MRPL1 ELSPBP1 CLIC4 CCDC8 ZEB2 SPNS1 HNRNPF PCDH7 PUSL1 RNF150 ZNF212 GABARAP STX8 SMAD1 EMX2 HARS1 DNAJC18 DPY19L2P2 HOXB9 USP32 TRIAP1 PAQR8 JAGN1 KRT13 MCC ZNF274 ENC1 BPTF ZNF217 TEFM ATOH1 GNB2 HOXC5 INSM1 CHD2 NMNAT1 PLK3 NET1 STAG3L3 SNAPC5 B4GAT1 RESF1 RPL15 CSRP2 PTPN2 MCTP1 ZNF77 NR2F1 AURKAIP1 ETV4 WDR25 MTHFR PPFIA3 PAWR GBA HNRNPA0 TENM3-AS1 RPS27 STAP2 DDX10 COX5A DPY19L3 SAMD4B CDC42EP4 ZNF771 MED14 FZD2 GAS1 SKIDA1 SMG1P3 WDFY3-AS2 HEPHL1 ZBTB20 MACIR CLDN7 CLN8 CACNB4 TSHZ2 SATB1 TSKU LINC01547 DDX41 CCBE1 CCDC159 SF3A3 TBL3 TOB2 ADAP2 EFNA5 ZFP1 XPOT SEPTIN7P13 PRKG1 NR2F2 PCGF3 BRWD1 LAMP1 ZNF529 MTARC1 KLHL32 MRTFB PPP1CC ZNF555 CYP4X1 HEXIM1 MAGI2 FANCA ZC3H6 CLN3 KCTD21 ADAT2 ANKDD1B ARID2 C15orf61 ZKSCAN3 SLC35F1 SIAH1 NCOR2 HDAC2 TCF4 SLC30A10 S100A2 SNHG17 ARHGEF12 FLNA METTL9 PGAP1 PSMD12 MAP3K5 HNRNPAB MIB2 ATG7 RAB40C RPS26 ATAD3A ZNF461 NKIRAS1 MIER1 HOXC4 FAN1 UNC13B GPATCH3 FOXJ3 CAPZA2 SMG5 C6orf99 EFCAB7 LRRC37A5P BRD2 HLA-DMA HSPA1B C6orf136 TRIM39 GABBR1 AC008429.1 C21orf62-AS1 RNU6-1039P MIR615 MIR194-1 RNU6-1109P MXD3 HEXA NDUFS3 LINC02085 FAM187A NEURL4 AC141586.1 LINC00680 FAM66B TMEM242 KRT18P12 KRT19P2 TENM3 FAM228B C6orf226 TIGD1 RNU6-920P LINC01778 CCDC18-AS1 EPB41L4A-AS1 LINC02831 SMIM13 ZMIZ1-AS1 LINC00240 AC009518.1 LINC00705 JPX LINC00431 LINC02794 RPL39P40 LBX1-AS1 LINC02832 XPC-AS1 AL139011.1 HDAC2-AS2 WEE2-AS1 EMX2OS PPP5D1 CCDC192 ZNF674-AS1 STMND1 DST-AS1 IPO9-AS1 TRAF3IP2-AS1 GNG12-AS1 LINC01780 SMG7-AS1 HOXB-AS3 PHC2-AS1 CNIH3-AS2 HOTAIRM1 ZNF529-AS1 LINC02609 PBX1-AS1 LINC01237 MAGI2-AS3 LURAP1L-AS1 AC013270.1 FAM21EP MTFR2P2 GAPDHP14 ELFN1-AS1 VLDLR-AS1 AC127070.1 LINC01010 DNAJC9-AS1 ZNF503-AS2 NR2F1-AS1 CDKN2AIPNL CREB3L2-AS1 LINC01275 SNORA13 RNU7-27P CASTOR3 NME1 ISY1 LINC00886 LINC02614 RPP21 GUSBP2 AMACR PEG10 DECR2 LINC02044 TIPARP-AS1 DNAJC25-GNG10 ETV5 RN7SL446P ALKBH3-AS1 AC124242.1 LINC02709 NEAT1 KLRK1-AS1 CEBPA RAD51-AS1 SEPTIN7P14 RGMB-AS1 AP000802.1 STX18-AS1 AP001922.1 LINC01033 LINC01411 LINC01091 MCPH1-AS1 MGC32805 TMEM108-AS1 LMNB1-DT ZNF674 MALAT1 SCARNA17 HOXA10 HOXA-AS2 KBTBD11-OT1 AC090136.3 HOXA-AS3 NAV2-AS4 AP003119.2 LINC02756 AP001107.9 BRWD1-AS2 PRECSIT GATC FNTB SCAT2 LINC02399 CASC18 MTND2P17 AC090001.1 POC1B-GALNT4 AC025431.1 AC011921.1 MAPK6-DT IQCH-AS1 AL606760.3 AC007610.1 LINC02846 HEXA-AS1 CEROX1 AC010491.1 LINC01976 ISY1-RAB43 MTND4LP24 MTND4P34 OR1F1 MRPL12 MTND3P13 MIR1273C MIR4530 MIR4512 ILF3-DT AC007773.1 CEBPA-DT SNHG22 AC091198.1 NAPA-AS1 SLC25A53 AC009061.2 NCBP2AS2 SLBP-DT HCG17 AL390955.2 NBPF19 AL445228.2 CFAP206 LINC01023 H3-3A-DT GTF2IP20 MIOS-DT CWC25 INO80B-WBP1 MIR4727 MIR6768 ALOXE3P1 NUDT18 DACH1 SCARNA2 LINC01144 GTF2IP12 RYBP_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RYBP_TARGET_GENES SCYL3 CYP51A1 HECW1 MAD1L1 LASP1 KLHL13 CYP26B1 CFLAR CAMKK1 MCUB DHX33 RHBDD2 ITGA3 CRLF1 TMEM132A CDKL3 CCDC124 MATK RHBDF1 DNAJC11 E2F2 JARID2 SPRTN ZNF207 SEMA3G NISCH FUZ LRRC23 BTK NME1-NME2 DPF1 SYT7 PLAUR BRCA1 SEMA3B CALCOCO1 SLC25A39 POLR3B MDH1 ISL1 MNAT1 FHL1 ZNF839 ZDHHC6 NDUFS1 PLEKHO1 NR1H3 RTEL1-TNFRSF6B INSRR POU2F2 IKZF2 PNPLA6 APBA2 PEX3 DEPDC1B ADSS2 RFC1 MYOM2 FLT4 RIPOR1 RAB27B TNC RETSAT ADRB1 OFD1 GPM6B MAGEC2 CTPS2 TPR NOP16 COL9A2 JKAMP SLC4A8 HEBP2 ENTPD2 SDCCAG8 FOXC1 CDK14 PPP1R12A POLR3E PSD GUCY1B1 SFSWAP TNK2 DGAT2 LIMCH1 INTS13 NGFR ZNF76 PKN2 MCM10 ERBB3 CYB5R4 TLE2 PDE4A ELOVL1 TRMT11 KIF26A PFKP PHKA1 PRKCZ TTC7A TRPC7 NUP133 HES2 LRP6 FSTL3 MNT JMJD6 AP3M2 CHAT PTPN21 TCF3 TRIB2 ACTN1 ALDH3A2 SREBF1 TRPC5 MPP5 CHFR STK10 DERL2 LLGL2 KDM5A TBX21 PPP2R2C SLC24A1 ZZEF1 ACTR6 ADD2 RASAL2 FOSL2 CACNG4 FSCN1 MOCOS WDR62 KLHL20 PLXNA2 MBNL3 CTTNBP2 NFKB2 PAK3 SPAG6 ITGA8 SENP1 CHRNA3 RBL1 NDC80 EXD2 MEF2C UBA5 LRP2 AACS SMARCD3 COL19A1 NKAIN1 AGBL5 MYNN MTIF2 TMED2 ERO1B TXLNG PPEF1 ACHE DDX18 KHSRP DNMT3B FER1L4 DOCK9 SLC4A11 RPLP0 PXN IGBP1 GRAMD1A CDIP1 MLF2 ARHGAP4 RCOR1 LTBP4 ZNF268 KIF4A PLEKHG2 NLRP1 PITPNM3 SPAG7 PSME1 PPP2R3C TOX4 MYL6 TGFB2 NUP50 CBX5 SUCO DHPS HOOK2 EPB41L4B NUP188 IKZF5 TLL2 CYP26A1 SORBS1 MYO3A WAC HSP90AB1 ACOT7 CDC7 SCD ERMP1 RAB18 NRP1 FBXL19 SETD1A BCL7C EFNA2 CIRBP IGF2-AS ARVCF KLHL22 SNAP29 P2RX6 CABIN1 SNRPD3 SLC35E4 TOP3B SEZ6L DDX17 HSCB JOSD1 TTLL1 HMGXB4 TSPO PVALB KIAA0930 EP300 KCNK10 PRMT5 TRIM9 TIMM9 KIAA0586 SLC8A3 TELO2 PRORP DCAF11 SLCO4A1 MRGBP CELF4 METTL4 SMAD7 LAMA1 TBL1X NXT2 STAG2 RBBP7 CD99L2 TIMP1 SYTL4 RUBCNL FGF9 MRPS31 ZNF629 ACD PARD6A NDRG4 FBXO31 UBE2I CLUAP1 AAGAB IQCH TRIP4 IGDCC4 RAB11A HOMER2 BRF2 CALB1 NDRG1 INTS10 GSR PPP1R13L PTOV1 VRK3 FAM32A PPP6R1 MED26 OLFM2 ANKRD27 NUMBL TBCB POLR2I APLP1 HNRNPUL1 ICAM5 PTPRS MEGF8 WDR83OS MAST1 ATP4A TMEM59L LSR DNAJC2 WDR91 MTPN GSDME HOXA5 TSPAN12 SSBP1 GARS1 TAF6 TFR2 LSM5 AP1S1 ZNF862 GLI3 RHEB FSD1L SPIN1 TRIM14 ELAVL2 TESK1 CREB3 RAPGEF1 NPDC1 APBA1 SH3GL2 EXOSC3 GATA3 CXCL12 EIF3A BMPR1A LIPA GBF1 FBXL15 SUFU EDRF1 TASOR2 XPNPEP1 RUNDC3A PSMD3 SEPTIN4 MTMR4 P2RX1 DHX40 GOSR2 PNPO CDK5RAP3 PIGL NUP88 DRG2 SMARCD2 B9D1 DDX5 C17orf75 ASIC2 EZH1 MPP2 PRKAR1A RANGRF INPP4B TBC1D19 CTSC ZBTB16 KMT5B PPP6R3 CCKBR SLC35F2 ELMOD1 SOX6 PITPNM1 RPS13 KCTD10 MLEC IL23A CYP27B1 GLI1 PPM1H LTA4H WNT5B TRPV4 VPS29 CREBL2 SCNN1A OAS3 SLC38A1 SPRING1 CHPT1 ENO2 SUDS3 C2CD5 RFX4 FGFR1OP2 NCOA7 RIPOR2 SASH1 SOD2 MRPL18 PHACTR1 MED23 NR2E1 ARFGEF3 PHACTR2 QKI CCND3 FAM120B MRPL2 GMDS SLC29A1 PRSS16 DAP CERT1 POLR3G SUB1 NPR3 SLC27A6 PDE4D NR3C1 C9 BNIP1 STC2 ARMC8 HES1 NPRL2 CYB561D2 MRPL3 HEMK1 COMMD2 EEF1B2 KANSL3 RTKN TTL PIKFYVE SF3B6 SLC30A3 APC2 RPS15 NDUFS7 PCGF1 ACADL WDR75 EFEMP1 PECR IGFBP2 ELMOD3 CCT4 ST3GAL5 HSPE1 KDM3A WNT6 DLX2 C2orf42 TIA1 KISS1R PARD3B FAM20B HDAC1 DNAJC6 SMG7 WLS PRDM2 TFAP2E OSCP1 EXOC8 NT5C1A MTR KCNQ4 MFAP2 ZNHIT6 CDK18 RAB29 ID3 TMED5 PRRC2C F3 RCOR3 DHDDS NSL1 PROX1 POLR1G CHRNB4 STK11 KMT2A NRP2 ANKRD13C TNFAIP3 AKAP7 CCNI CCND2 NDUFB3 GTF3C3 TRIM67 CNTRL KDSR ZBTB45 FLVCR2 COQ6 SUPT7L BCL11A NKX2-3 C10orf88 HELLS TCTN3 WDR11 GNA13 CRHR1 HOXB3 MSX2 SEC16B TCP1 KCNJ5 PDZD11 ENY2 MASTL CCDC77 WBP4 FAM53C SOCS2 TARDBP TRIM25 SPOP SLC35B1 ADCY7 ECHDC2 ZSCAN20 CSMD2 CXCR4 POLK KIAA1191 HS3ST2 RPL5 CCDC18 NPY HOXA7 CYREN CISD1 BHLHE41 WDR83 OPTN NR4A1 PLP1 NMI BATF3 KCNJ2 COQ8B STX16 PMEPA1 VAMP7 MCEE MPHOSPH10 ZNF576 TRERF1 NQO2 CPNE5 NUP153 LRRFIP1 EMC3 HROB BMP4 NUP85 MIF4GD INSIG2 FOXA2 PSMF1 SNRPB SNRPB2 CITED1 ZNF436 MAX KDM5C CAPNS1 SBDS PRKCG DACH2 SIX1 L3HYPDH INTS11 FGD3 BCL11B RAB3IP PTPRB KLF2 METTL25 AKAP9 PTPN12 STYXL1 ZFP36 TUBGCP6 DGCR8 ASPHD2 EMC4 STRIP2 DNAJB9 PDE11A GAD1 HOXD11 ARHGAP22 DLL4 ALDH1A2 CHAC1 THAP10 RPAIN LRRC6 CDKN2D RAB2B AJUBA PARP2 EGLN3 NRL FOXJ1 FGF13 ACE2 FAM98C RPL36 GTPBP3 PXDN SSBP4 OLFM1 CALY EXOSC2 FIBCD1 METTL26 NPAS1 DUSP9 MPP1 LRP3 AAR2 ZNF227 SH3BGRL CAP1 RBSN RPL27 VPS25 NINJ1 RTBDN CCT6B PPARG RRP8 RAP1GAP2 EEFSEC COQ3 VPS13B DCAF8 DSTYK TMCC2 TRPC4 MORC2 CCDC59 DUSP26 UNC79 COX16 MRO BHLHE40 SYT6 TRIM45 NAPG NAV1 RERG SPX ACP2 SOX3 DSC2 RNF138 ELP2 ADAMTS8 WDR36 ADAM19 USP30 RNFT2 PRPH ITGA7 AGAP2 BLOC1S1 TSPAN31 PAN2 HNRNPA1 KCNH3 STX11 DYSF MDM2 COG2 DOCK10 DNAJB2 WNT10A PLXNC1 EDNRB TNS3 IGF2BP3 HUS1 TTC5 NKX2-1 IREB2 TM6SF1 VEZF1 YME1L1 TOR1A TMOD1 GABBR2 LMX1B UBAP2 APTX TLN1 SPAG8 FOXP4 KLC4 PIM1 TFAP2A YIPF3 IRF4 LRRC1 BPHL NDUFAF1 KNL1 LRRC49 STRA6 BCAR3 TTLL7 ATRAID LRPPRC ACTR1A CH25H ATAD1 KIF20B ASCC1 TET1 SMARCAL1 IDH1 SHF INTS14 HCN4 SEC31A NUP54 CNOT6L FBN2 GUCD1 ETV6 ALG10 SINHCAF AEBP2 PIANP AMIGO2 DUSP6 TCHP SMARCC2 BRCA2 WDR89 TLE3 SCAPER NEIL1 MAN2C1 ARRDC4 CYP1A1 CELF6 POLG TICRR NTRK3 UNC45A KIFC3 MAP1LC3B SGSM2 SCRN2 SS18 SLC39A6 ADCYAP1 OSBPL1A GATA6 NPC1 WRAP53 RPTOR FOXK2 SECTM1 CBX4 P3H4 FKBP10 SLC39A3 NFIC DPP9 CCDC97 APP DOP1B ZNF473 PTH2 PADI1 EPHA2 PGD ZNF593 DMRTA2 ITGB3BP CCN1 MTF2 GPR161 ATP1B1 TMCO1 MGST3 NUF2 RGS5 PIGM CRABP2 TOR1AIP1 RGL1 GABPB2 DTL ATP8B2 ILF2 TTC13 CEP170 NVL SDE2 ARF1 CDC42BPA CNIH3 EPHX1 ETNK2 PPFIA4 GDF7 CALM2 WDPCP AFF3 HSPD1 SPAG16 COPS7B CAND2 RPL32 PTPRG ALDH1L1 DCAF1 VWA5B2 CAMK2D SETD7 NKD2 OTULINL PLK2 IQGAP2 ATG12 GABRA6 GABRB2 FBXO38 GLRA1 DCDC2 TRIM41 PPP1R18 PHIP CLVS2 WTAP EGFR IGFBP3 MDH2 ZNF92 SLC12A9 MEPCE CCNB3 HDAC8 SLC16A2 DIPK2B SNX12 ZNF711 RPL10 ZCCHC7 AOPEP GSN WDR31 REXO4 PTGES HMCN2 CDHR1 LRMDA FRA10AC1 NKX6-2 PAMR1 SLC43A1 NCAM1 ESAM VPS51 TBX6 DOC2A HMGA2 CNKSR2 MKX CCDC102B CCT5 ATPSCKMT PIP4K2A UBC ENKUR BTBD11 UBE3B ANK3 IPMK RAD9B DIP2C UPF2 CCDC3 NCAPD3 VTI1A POU4F2 WWC2 CENPU AMN1 CCDC122 NBAS TMEM267 AP1S3 SMPD4BP SUV39H2 DCLRE1C RPP38 TRIM36 PFKM GRIA4 SAR1B PRDM8 SREK1IP1 CWC27 DAB2 BCL2L11 HNRNPU NR4A2 FEZF2 LGI4 CHD1 AK5 ENPP3 WNT3A ENAH MRPL39 ATP5PF GABPA DPH3 OXNAD1 EPHB1 ANKRD40 OTUD6B MARVELD1 USP25 DBI MAGEC1 RBM45 FAM126B SLC26A2 ADCY8 ADK C8orf37 CCT8 SFR1 SORCS3 SH3RF2 MTERF3 PTDSS1 PHF6 LRFN2 UBE2L6 ZFAND3 GALK2 LHFPL4 B3GNT7 PDE6D BRPF1 RPUSD3 SEC13 SLC6A1 ODR4 HTR5A GATAD1 KIT AASDH VPS26C ERG SLC34A2 TNFRSF14 GALNT14 TPRG1L RNF207 H4C8 MITD1 POM121L2 ZSCAN12 TAGLN2 NBL1 SPATA2L IGF2BP1 CBR1 BTG2 GPBP1L1 TMEM69 FAM131B LYPD5 CCDC117 CCDC107 ZNF221 CALM3 SLC37A1 PKNOX1 PDXK FAM207A FTCD PCNT DIP2A SPTBN4 UBE2Q1 RUSC1 GBAP1 FGFR4 PSMC2 TUBA3FP PCYT1A U2AF1L4 NPHS1 ZNF382 PLXDC1 PLCD3 LARP4 PRR35 HS3ST6 CLPB CZIB KLHL21 LZIC SDC3 TSSK3 CAMK2N1 FAAP20 NFIA NTNG1 GFI1 RBM15 BROX REL KCNF1 VSNL1 INHBB CGGBP1 LINC01116 TMEM79 RNF25 STK36 ADORA1 FEV EOMES NFASC EIF5A2 NKX6-1 ADAMTS9 U2SURP SLC4A1AP GRIK3 POLR2H TMEM41A SLBP SHISA5 EDIL3 NSA2 GFM2 ADGRF2 CITED2 RPS14 SHH SLC13A4 MED30 TMUB1 FMC1 VIRMA PTCHD1 STOML2 ARMC3 INTS6L GTF2A1 PHYHIPL INPPL1 NEMF VDAC2 TSC1 GFI1B STOX1 RET BMS1 NDRG2 HSPA12A MOAP1 HTRA1 RAB8B HIF1AN CKB NOLC1 ALKBH3 COPS2 PLEKHF1 ILK TMX3 RIMKLB TK2 TMED3 ZNF592 PCLAF KIF7 NEMP1 NAB2 MRPL16 MBD6 CNPY4 PBX3 PHB ACSF2 SLC27A4 ISLR2 IGF2 TBC1D16 IRGQ SMG8 MIDN CACNB3 TP53I13 KMT2D CORO6 TUBA1C SERTAD3 NFKBID ZNF283 TSR1 CYB5D2 MIS12 GSDMA RAB3IL1 LTBP3 THAP9 RNF187 BMI1 TAP1 ATG4B MTCL1 HJV SERINC2 GFRA2 STAT3 AXIN2 ZNF30 NPNT ABHD15 STX18 ATOH8 SOX14 SLC35G2 IRS1 DHRSX CRADD NPR1 METTL15 ZEB2 GJB1 PCBP1 ANTXR1 C15orf40 GPS1 NRG4 LINGO1 PCDH7 FRMPD4 ZNF35 IFFO2 VGLL2 FAM161A GABARAP UBB FOS SETMAR EMX2 SP7 GPRC5C VSTM2A KRT8 EMB MTSS1 GSTA4 HS6ST2 PRKCE TADA3 NPTX1 FAM98B CHST11 KRT13 ZNF581 POLR1C ZNF561 PPID COL24A1 MAP6 ECEL1 CXXC5 ATF7IP RASGRP4 BCL2 CFAP46 ZNF540 RRM2 PTEN RPS7 FRMD5 JMJD1C LAMB2 QARS1 TEFM ID4 C5orf34 ZNF131 ABCG4 GNB2 MCRIP2 ZNF24 AFF1 FIBP SNTG2 LRRC20 DCP2 RARG KAT5 SH3RF3 BNC2 HSPA6 ADCK5 NOC3L COMMD1 AHSA2P MZT2A PPP1R3B EHBP1L1 RNASE11 SNX33 NABP1 CHD2 NMNAT1 PLK3 RBM4B HOXB2 MARCHF3 RGMB MGA EXO1 ZWILCH RPL4 SNAPC5 CNTNAP2 GALNTL6 IGDCC3 MFSD4A TTC9B MSL2 KY B4GAT1 VCPIP1 MARCKSL1 ZNF408 CTDSP2 ARHGAP1 MED16 CENPS DOLK BANF1 EIF1AD EIF3F PCSK1 ALG10B LONRF3 LINC00476 AURKAIP1 ETV4 CALCB HOXD8 PLEKHD1 B3GALT6 MBLAC2 TPRN CRYBG2 CIDEA RTTN RPP38-DT ZBTB8OS SLC35G1 COX8A HSD11B2 DIRAS1 PHLDB3 FOXL1 BDNF SCAND2P CDK5R1 BASP1 VSIG10 GRIN1 TOB2P1 AP000679.1 SMCR8 SCN4B PRDM16-DT TOP3A CASKIN2 NIM1K JUN THAP5 AP3S1 C2orf73 DMAP1 BOLA1 PLEC DNAJC22 ZHX2 MSC TAF7 C3orf38 RRS1 RCC2 C9orf106 PER1 SAMD4B ALOXE3 EGR3 VWA1 KLHL28 GCC1 GRM8 CDC42EP4 PCED1B PCBP1-AS1 MROH1 DCTPP1 PRNT ZNF609 EMC3-AS1 GLIPR1L2 SKIDA1 SSTR2 S1PR5 HOXC9 CAPS2 H2BU2P H2AW POLR2A DDN LINC00471 GINS3 MRPS11 TMEM259 ERCC6L2 TSEN54 RGMA MRPS16 CAPN12 MXRA7 NXPH3 RGS6 CRIP2 HMGN4 CAMK1D BEGAIN LINC01547 SF3A3 GRIN2A TENT5C UTP11 FBXL7 NOG CHEK2 KCTD16 KCTD8 GPR39 TMPRSS2 TBX1 ADAP2 SNRNP35 IRAK1 CSF1 FOXO4 POU3F2 STING1 MED12 AMER1 ZBTB40 SEPTIN5 SMIM10 APOO TMEM121 BRI3BP C5orf47 PURA ARL15 TMEM105 GAS2L1 TEDC1 MAPK11 MRPL30 TARS3 IFNLR1 FAM131C PRKG1 NR2F2 P4HB NDUFA4L2 BRWD1 SYN3 EP400P1 ZNF829 LEMD1 AIDA CYP2R1 C2orf76 WWOX MTARC1 RGS9BP GPATCH8 PRR5 MAGEE2 TRABD2A PDZD7 MAPT TMEM17 ESPN VSTM2B RNF220 SHTN1 LHFPL3 PTMA TLR5 NANOS3 MAGEH1 PERM1 SPRY4 NHEJ1 HELT DNER ANKRD19P COL4A5 LINC00265 ZNF793 ZNF383 CENPP WASF4P KRTDAP NBR1 FBLL1 CC2D2B CYP51A1-AS1 SKOR1 HMX2 KLRG2 ADAT2 NDUFA4 ALKBH2 SP6 ANKRD34B ZAR1L MAOA KAZN HMGB1 SH2D5 SPATA41 SPAG16-DT GARS1-DT IARS1 TRAPPC2 C20orf96 NCOR2 ZNF846 WNK3 SDHAF3 RABL6 DAPK1 S100A2 SNHG17 NHLRC2 H2BU1 PDLIM7 RPS26P11 ANXA6 MIRLET7BHG ZNF165 SYNGAP1 GATA3-AS1 TRIM33 LRP10 UAP1L1 STMN3 ELANE COL4A6 HHLA3 EOLA1 CDC42SE1 NMB RPS26 S100A10 RPL37A ZNF461 DNM3 MBP NOL8 RPS4X ZNF248 LPAR1 HMGN5 ZNF607 SLC29A3 HOXC4 TXNRD1 ZNF568 DDX39B ZNF536 TAFA2 DLL1 ANKRD13B TEX45 PPP1R14C SMOC1 PLXNB3 LTN1 TYW1 SFMBT2 SMC5 BHLHB9 L1CAM DCLRE1A L3MBTL3 SMG5 ARMCX6 SGMS1 MIR378A VTRNA1-1 RNY1 SNORD48 VTRNA1-2 RNU6-8 RNY3 VTRNA1-3 STUM TATDN3 SNHG5 RIPPLY2 EFCAB7 LCN8 LINC00963 NHSL2 ASAH2B DAXX COL15A1 FKBPL SNHG32 VWA7 MICB ABCF1 RACK1 HLA-F LINC01556 RANBP17 PSENEN PSMB10 SNX2 EXOC3L4 DPF3 OLIG2 RNU6-1 SNORA14B RNVU1-1 RNU6-9 MIR124-3 MIR616 SACM1L CEP43 NRAS LTC4S GAPDHP71 HAUS7 TTLL13P RPS29 ZNF337-AS1 DDX47 ANG NEURL1B SEPTIN7P2 AATBC SKOR2 GCGR TMEM242 CKLF ADAMTS7P4 FAM228B H3C9P RNU6ATAC FXYD7 XKR9 FAM185A RNA5SP89 RN7SKP114 VPS52 CFL1P1 EDRF1-DT PPM1F-AS1 HCG14 RPL12P14 MKRN5P LINC00620 LINC01117 RASAL2-AS1 TMEM72-AS1 LINC00240 NQO2-AS1 PVALEF LINC01770 JPX LINC00475 LINC01623 SBDSP1 ERCC6 SATB2-AS1 HAR1A FGF13-AS1 ZNF503-AS1 NUP50-DT LINC01918 ENTPD1-AS1 ATE1-AS1 C14orf132 LBX1-AS1 WDR11-AS1 DNAJC9-AS1 LNC-LBCS LINC01185 BX284668.2 WEE2-AS1 MIR4500HG ST6GALNAC2P1 EMX2OS ACBD6 FGF12-AS2 HOXB-AS1 LINC01149 PROX1-AS1 PPP5D1 LIMD1-AS1 SSBL4P STMND1 DDX3P2 THBS3-AS1 HAR1B SPRY4-AS1 RPS18 AGBL5-AS1 TMSB15B-AS1 NEBL-AS1 TAPBP EP300-AS1 LINC01780 SMG7-AS1 SNHG15 SNHG7 NKAPP1 CNIH3-AS2 LINC01137 PANTR1 LINC01136 DDX39B-AS1 TRIM26 ZNF879 OBI1-AS1 SP2-AS1 FAM133B MCIDAS FOXP4-AS1 LINC01135 ECI2-DT SMARCAL1-AS1 CHCHD2P6 MSC-AS1 SNTG2-AS1 BHLHE40-AS1 LINC00941 DLX2-DT SPA17P1 BCYRN1 CBR3-AS1 NR2F1-AS1 ZNF295-AS1 WAKMAR2 CT75 DGUOK-AS1 ZEB2-AS1 LINC01210 KMT2E-AS1 NME1 RN7SL688P WBP1 ADSL PRKAG2-AS1 ACAD11 ISY1 RPL36A ARPC4 LINC00893 C8orf58 PI4KA PRR34-AS1 PRAF2 MRPS31P5 TTC4 RTL9 RPL30P11 LINC02453 ZNF585B MEF2C-AS2 RRS1-AS1 PICART1 RASSF8-AS1 RGMB-AS1 DNM1P35 SOCS2-AS1 AC025263.1 AC011346.1 AP000802.1 STX18-AS1 NR2F2-AS1 AP001922.1 C5orf66-AS1 HAUS5 LINC01586 NEUROG2-AS1 PDCD6 ARPC4-TTLL3 EDIL3-DT FAM242C HOXC-AS1 SNHG18 THAP9-AS1 LINC00923 RASGRF2-AS1 CENPS-CORT RNY4 HOXA10 AC022217.2 AC023632.2 OTUD6B-AS1 VPS13B-DT CLDN23 AC090136.3 ANK3-DT HOXA-AS3 WAC-AS1 RASSF10-DT CKLF-CMTM1 STX16-NPEPL1 LINC02739 NOX5 AP001107.9 BRWD1-AS2 AC093510.1 PXN-AS1 CCND2-AS1 LINC02361 LINC02698 MIR200CHG SFTA3 RPL36A-HNRNPH2 LINC01475 RTEL1 AL132780.2 AL121603.2 AL359399.1 RNASE4 CEP95 AL359317.2 AC025431.1 CTXND1 NDUFAF4P1 MRPL46 AL606760.3 FIGNL2-DT ATP2A1-AS1 CISTR COSMOC DOCK9-DT TMEM178B LINC02136 TMEM202-AS1 AC124068.2 LINC01686 AL603832.2 ISY1-RAB43 AC005670.1 GFY CCDC92B DKFZP434A062 DHX33-DT CORO7 OR1F1 ZNF234 MIR4497 MIR548AW AC022211.2 AC011474.1 SNORD95 MIR3202-1 SNORD84 MIR5188 AC018413.1 SEC22B MIR3939 GATA6-AS1 NCOA4 MIR4512 LINC00663 ZNF793-AS1 ZNF561-AS1 RNF157-AS1 LINC01775 ZNF8-ERVK3-1 AC020911.2 LINC01415 ZNF56 AC002115.1 CCDC177 SLC6A14 AC010271.1 AC020915.2 FBXO17 AC020907.3 SLC25A53 EGLN2 FMC1-LUC7L2 VTRNA2-1 SLBP-DT TAF15 HSPE1-MOB4 ZNF30-AS1 AL390955.2 AL136162.1 ANKRD34A CASC15 CD24 LINC01023 GTF2IP13 PPP4R3B-DT GAS6-DT DCP1A ZNHIT3 MIR6853 SNORA73A SNORA17A MLLT6 PPP4R3B MIR4734 DUSP14 SNORA17B RN7SL1 MIR6821 AC008556.1 H4C4 SNORA9 RPPH1 NEFL PGM5P2 PSMB3 ZNF8 GHET1 EBLN3P MIR4521 AC116565.1 RN7SK MIR4536-1 ZNF561_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF561_TARGET_GENES SCYL3 POLDIP2 FKBP4 CAMKK1 VPS50 KMT2E REX1BD CACNA1G KDM7A AGK MARK4 PAFAH1B1 CEACAM7 LUC7L CDK11A TSPAN9 APBA3 WIZ TMEM159 MAP4K5 POLR3B YAF2 NUDCD3 NR1H3 POU2F2 RABEP1 ALG1 PEX3 RAI14 NOP16 SDCCAG8 SOAT1 NDC1 TARBP1 DNAJC25 SFSWAP HAGH CTSA UHRF1BP1 OAT ADAT1 ELAVL1 ISOC1 STOML1 PKM RRP15 HDAC4 MEF2A SIRT2 PITX1 NUCKS1 LRP6 SLC44A1 FSTL3 CHFR LLGL2 MRPS34 ANO8 TMEM131 BAZ2A RAPGEF3 PAFAH1B3 HSP90AA1 TCF7 JMJD4 WDR70 ITGB5 KAT6A AKR1B1 CTTN BAX UIMC1 CNOT3 NSFL1C DYNLL1 RPL6 RCOR1 FLT3LG GOLGA3 ZC3HC1 TMEM101 SEMA6A DPYSL2 TBC1D2 CREM SETD1A IZUMO4 TRMT2A RANBP1 CRKL TOP3B MFNG FOXRED2 TNRC6B PVALB CDKL1 PPP4R3A IFT52 STK4 SLCO4A1 GMEB2 SEC23B MANBAL RBBP7 FMR1 MRPS31 DHRS12 NUTF2 CENPT POLR2C ZNF821 CCDC113 NAGPA CLCN7 FBXO31 UBE2I USP31 STX4 GABPB1 BRF2 R3HCC1 ARHGEF10 NFKBIB RNASEH2A TLE6 PTOV1 CCNE1 PDCD5 TIMM50 TBCB POLR2I TJP3 PTPRS CCDC114 LIG1 CRTC1 ERF NAMPT CBLL1 CAV1 MET DNAJB6 SSBP1 USP42 IMPDH1 RPA3 CEP41 CHCHD3 GLI3 CREB3 ABCA2 SHB HPS1 PHYH NSMCE4A CUEDC2 EBF3 TASOR2 CUL2 UBTF RNF43 PIGL INTS2 DRG2 SMARCD2 C17orf75 CYTH1 NAT9 TMEM104 CLCN3 KMT5B PITPNM1 ASIC1 PPM1H PRR4 CREBL2 COPS7A SRSF9 SMIM8 CEP85L FANCE SOD2 MCM3 CCNC MED23 SLC16A10 TBP COX7A2 LMNB1 TTC33 HMGXB3 CPEB4 KPNA1 MRPL3 HEMK1 ACTR3 CCDC88A KDM3A GORASP2 GRIN3B WDR77 ATP5PB MEF2D DNAJC6 SMG7 TMEM9 RCOR3 DHDDS KMT2A SGK1 TGIF2 CCNI SATB2 DYNC2I2 PTPA ZBTB45 PGF DLST AVPI1 ARMH3 HOXB5 MTHFD1L MRPS14 ALG5 COIL ZNF549 DDX54 CDKN2C GIPC1 TSFM PREX1 ZNFX1 NEURL2 USP22 AARS2 CNOT1 MT2A HROB MIR9-1HG CLPP VASP DTD1 MCF2L PCID2 EMG1 ABHD8 WDR24 METTL25 VGF CLN6 THAP10 MTUS1 SEC14L1 TTI2 GAMT GADD45G GTPBP3 RSPH3 TUBGCP2 CYP2E1 ADRM1 MED18 ANGPTL6 CASZ1 ZNF227 RFTN1 MGAT1 RPL27 ZNF304 CLUH VPS13B PCBD2 PCED1A DCTN4 PEMT TMCC2 DCLK1 PDZD2 KRAS CCDC59 COX16 THUMPD3 TRIM45 FBH1 RBM17 ANKRD16 ACP2 COL4A2 CDK4 KCNH3 KIAA0513 KCNK1 URB2 TAF5L EIF4E2 HUS1 RSAD1 ACTL6A TANK CDK5RAP2 SLC31A2 RNF38 TLN1 PIM1 BPHL C6orf52 YAP1 NDUFAF1 PARP6 LRRC49 TTLL7 IFI44L DUSP5 MNS1 SEMA7A HERC5 GSTCD INTS12 SEC24B RNF185 ALG10 PHLDA1 AMDHD1 RITA1 VPS33A DENR ABHD13 CUL4A SEC11A KATNB1 GCSH MAP1LC3B CBX4 PNMT CACNA1A SLC39A3 PRDM15 DPP9 SCYL1 GEMIN7 WTIP ZNF787 RERE CFAP74 SH3BGRL3 MTF2 NUF2 RGS5 TARS2 ADAMTSL4 GABPB2 KCNH1 SNAPIN SNAP47 CNIH3 PYCR2 MED12L RPL37 PPIP5K2 PNRC1 TIAM2 WTAP C7orf50 PURB TLK2 CHMP7 LRP12 NFIB REXO4 DPH7 NOTCH1 FRA10AC1 MTG1 NCAM1 YTHDF1 CABLES2 VPS51 PPP4C DOC2A TAOK2 TMEM219 ITGB1 PIH1D2 NKAPD1 MBIP NUBPL EPS8 ASAP2 SLC25A4 BICD1 DST BEND6 C18orf25 POC5 ZNF256 USP12 NADK2 FARP1 HNRNPU ADPRHL1 NUS1 ABCA5 ENPP3 MRPL39 CCDC144B DPY19L4 CCT8 NPTN ZNF689 PRR14 TATDN2 SEC13 HTR5A FZD1 VPS26C AP3S2 KCNB1 ELK4 CCAR2 RCAN1 HSF2BP RRP1B PDXK FAM207A CACFD1 SHKBP1 ZER1 UBE2Q1 VPS28 PPP1R16A ABCF3 FBXO27 JOSD2 RPL29 FGF19 ACOT11 LYSMD1 SCNM1 VPS72 FZD5 ATXN7 APBB2 SMIM12 TMEM41A FAM160A1 PGGT1B TIGD6 DLC1 GPR146 VIRMA MARCHF8 PRPF18 BORCS5 BMS1 METTL3 CCDC38 CACNB2 AMOTL1 GARRE1 AP1G1 CACNG2 YWHAB TEF CERCAM ENDOG ISLR2 COQ7 ZNF668 ZNF646 PROCA1 ECI1 SRRM2 KIAA1586 RAB4A RBPJ BMI1 PXK PHYHIP STX18 SLC25A6 LMAN2 SLC33A1 LUZP1 HEXD SPNS1 LIMS1 CTNND2 CHD3 STX8 KRT8 HOXB9 CDCA4 XKR6 GAA CHST11 KSR2 ZNF540 MOB3A TEFM MBOAT1 GNB2 PRSS27 SYNPO2 BANP TMEM134 SLFN11 MUS81 ZNF596 ADCK5 MAP3K11 ENDOV PLK3 DPY19L1 ZHX3 PHLDA3 LIG4 SNAPC5 B4GAT1 PDE12 FBXW8 PDIK1L ZNF408 ARHGAP1 ALG10B DRAP1 C11orf68 NR2F1 AURKAIP1 SPRYD4 RBIS TYMS ANKLE2 SCN4B TIMM22 ZFAS1 PGBD5 TMEM94 AL162595.1 TENM3-AS1 ZNF518A DMAP1 GRAMD1C PDE4DIP SH2B1 TUFM SAMD4B PIPOX PDXDC1 BBS10 FAHD1 ZNF609 CMTR2 OGFOD3 MRPS23 IBA57 TMEM259 IST1 PLCXD1 TTC3 RGS7 GPC6 LINC01547 PTTG1IP CCDC159 SF3A3 PSMG1 SMG1P5 BMP8A ADAP2 CRELD2 CMSS1 HDDC3 OSBP2 H1-10 CA13 FAF1 ZSWIM9 TMEM179B L3MBTL1 MRPL40 BRWD1 PIGP LAMP1 KLHDC8B RNPC3 ZNF566 POLR3C ZNF501 TMEM222 PDZD7 POFUT2 C1QL4 FAM183A COL4A1 ZKSCAN4 SAMD11 FANCA COL4A5 CENPP CLN3 LRRK2 ADAT2 UBE2Q2P1 SH2D5 TDRD7 TMEM63A SRGAP3 IPO4 TPK1 MAN2A2 SDHAF3 CLPSL2 ZNF700 MAML3 SRGAP1 AP2A1 MAFG PCBP2 COL4A6 CDC42SE1 RPS26 LHFPL5 ATAD3A ZNF181 AKAP17A NOL8 CD2AP TFDP1 SDAD1 TXNRD1 ZNF808 ATL1 ZNF43 ZNF511 CALM1 ZNF652 HMGN2 CAPZA2 PRC1 MFAP3L RNA5SP283 VTRNA1-3 EFCAB2 IBA57-DT LINC00963 DAXX BRD2 HLA-DMA PSMB8 MRPL38 DHX16 LINC01556 ITSN1 SRRM2-AS1 HCG27 MIR615 SELENOH TAS2R14 C8orf82 HEXA IRF9 PHB2 AC141586.1 VPS16 MIR99AHG KRT18P12 TENM3 NBPF1 UMAD1 RNU6ATAC ZBED8 TIGD1 UBA52 HDAC4-AS1 RN7SKP114 LINC01778 RPL23AP53 TANK-AS1 AC095032.1 LINC00240 JPX PAWRP1 LINC01359 KLLN STK4-AS1 WEE2-AS1 ITGB1-DT CCDC192 USP12-AS2 STMND1 PRH1 LEF1-AS1 LINC01780 SMG7-AS1 DLGAP4-AS1 HCG25 CNIH3-AS2 FAM133B TSPEAR-AS1 AC127070.1 LINC01010 CDKN2AIPNL LINC01275 SNORD13 RNF103 PSMB9 ISY1 PNMA2 LRRD1 GUSBP2 FABP5P3 BMS1P4-AGAP5 BMS1P4 TMEM199 DNAJC25-GNG10 GABPB1-AS1 SEPTIN7P14 PGAM5 AP000802.1 STX18-AS1 HAUS5 SEMA6A-AS2 CASC9 MRPS31P4 GLUD1P3 LMNB1-DT FOXD1 FAM160A1-DT AC023632.2 VPS13B-DT AP001107.9 BRWD1-AS2 PRECSIT ITFG2-AS1 LINC02399 FNBP1P1 HIF1A-AS3 LINC02352 LINC00933 LINC02846 HEXA-AS1 LINC02136 TMEM202-AS1 AC099518.4 AC073878.1 ISY1-RAB43 AC005696.1 RNF213-AS1 LINC00667 MIR3928 OTUD7B MIR4674 RNF115 MAFG-DT SEC22B ZNF850 ZNF790-AS1 AC020928.1 CEBPA-DT AC002115.1 FMR1-AS1 ZNF587B EGLN2 AL355353.1 MIR6853 TUBGCP5 PIP4K2B STAG3L2 GTF2IP12 MIR4521 ZNF511-PRAP1 PSMB1 RANBP9 NUB1 MNAT1 RUNX3 TBPL1 KMT2C CASP8 PDE8A SLC35C2 SMARCD3 MYNN FXYD3 LTBP4 HIRA TTLL12 ISM1 TSC22D1 PITX3 CCNY MED13 PPP6R3 PAK1IP1 FAM172A APC2 AKT3 BATF3 SLC2A4RG EML2 RFX1 WDR74 PPHLN1 GARNL3 TRMO UBAP2 CACNG8 PRCC HDGF TP53BP2 CEP170 EIF2B5 GFRA3 ZNF92 NPAS3 H4C8 RUNX1 CSTB FAT3 CFAP52 ING5 ZNF608 LINGO1 PTEN CFL1 CHD2 PTPN2 BEND3 TDRP ALG12 MRPL54 HS6ST3 NHS ZNF136 STUM LRRC37A5P IGFL4 RNU6-2 SNORD12C SLC48A1 GCC2-AS1 FAM66B MIR1302-3 RNU2-2P LINC00205 LRRK2-DT LINC01004 DST-AS1 MHENCR KCNH1-IT1 ELFN1-AS1 NALT1 CASTOR3 SOX2-OT SEC24B-AS1 ATXN7L3B CBX3P4 Z83847.1 MIR4512 LINC01775 AC092295.2 PTOV1-AS1 TRABD2B AL117336.2 RNU6-92P SUGT1-DT MIR7974 PAF1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PAF1_TARGET_GENES MAPK8IP2 RALBP1 ABCA7 POLB FAM3A CLASP1 CIRBP ACIN1 CCDC34 ARSB CNOT6 SCAMP3 OLFML3 TTLL5 TARDBP STX16 MSTO1 BARHL1 EIF2AK4 CD68 TTI2 IMPA1 ZC3H10 CYP19A1 ESYT1 GLRA1 DPH3 OXNAD1 LHFPL4 HTR5A APOA2 UBE2Z PMF1 DAGLB CCNDBP1 BSCL2 SLC50A1 EFNA1 CFAP53 KCNH6 B4GAT1 MIR7-3HG IMPDH2 PKD1P3 SEMA4B MAPK11 MIB2 TCAF1 CYP21A1P EXOSC6 NPIPA9 LINC01719 MRPL33 STX16-NPEPL1 AP001107.9 SCRT1 CCDC92B SNORD3A SUZ12P1 MIR6770-1 ERICD KLF6 PABPC4 RAD23B SPATA1 AGO2 MEIS2 TRIM73 PLCXD1 SNORD118 MIR7-3 NRAS RNA5SP60 SNORD13 SNX18P23 PMF1-BGLAP TMEM191B ZNF433_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF433_TARGET_GENES TMEM98 TNFRSF12A HEBP2 QSER1 WNT8A RORA NLE1 ACER3 CROCCP3 GLG1 STX4 KAT8 MTFMT GALNTL5 SH2B3 TTC1 TNFRSF10B SDC4 RPL36 EXOSC2 ANGPTL6 HAPLN2 MTO1 COQ10A GIT2 CCDC65 COPS3 ALDOA AP1S3 MED21 FMN2 SLC6A1 FCHO2 SYCE2 DAGLB NOL6 FRMD7 LUZP1 RND1 GXYLT2 AURKB DHTKD1 FES SPATS2L BORCS6 C6orf141 ZNF675 TRIM15 RNU6-166P TTLL13P OR1X5P MTND1P14 ASS1P5 CYP1B1-AS1 LINC01641 NUCB1-AS1 RPL32P27 RN7SL93P FABP5P3 RRN3P1 RNU6-1003P TRAV15 SNHG30 LINC01235 CWC25 GPR1-AS ZNF781_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF781_TARGET_GENES TMEM98 TNFRSF12A ELAC2 CEACAM21 ST7L MAP4K5 ANGEL1 RB1CC1 RFC1 HEBP2 GDI2 QSER1 WNT8A LTK CTNNA2 NFYC RORA SPEG NLE1 ACER3 RDH8 CROCCP3 GLG1 DHPS TOP3B PMM1 PLA2G15 STX4 KAT8 MTFMT TULP2 TGFB1 CDC37 PLA2G4C GALNTL5 LIPA JHY CARS1 SH2B3 TTC1 AGMAT IGSF21 CD160 TRPM6 ARMH3 TNFRSF10B PTK2B SLC25A16 LPGAT1 SDC4 AKAP9 CASD1 RPL36 EXOSC2 ANGPTL6 NAPSA SNAP25 HAPLN2 MTO1 CDK4 COQ10A GIT2 CCDC65 GAS8 COPS3 UTP4 CCDC40 ACKR2 ILDR1 GC PPIP5K2 DDX46 TRIM55 NPAT ALDOA AP1S3 DNAI4 MED21 CXXC1 VOPP1 FMN2 SLC6A1 FCHO2 GDPD5 CCDC58 SYCE2 ITIH3 C1orf87 YEATS2 DAGLB NOL6 FRMD7 SCN3B ATP9B VPS39 DUS2 MLST8 SLC22A11 LUZP1 ITGAM SLFN12 IL16 RND1 GXYLT2 PTPN2 EIF3F PPP1R42 PFAS AURKB PCBP1-AS1 TPRXL DHTKD1 TNRC18 NPLOC4 FES DAZAP2 OR7A17 ESPN SSX7 AC091057.1 SPATS2L BORCS6 TRPV1 ADA TEX43 C6orf141 ZNF675 CFAP299 MB RNU6-386P RNU1-141P TRIM15 SDHAF1 RNU6-166P RNU6-1340P MIR764 RNA5SP474 COPS5P1 TTLL13P OR1X5P FAM177A1P1 MAPK6P4 YAP1P1 RNU4-62P RNU6-847P RN7SKP270 SMCR2 H3P44 MTND1P14 SDAD1P3 ASS1P5 LYPLA2P1 HSFY1P1 H3P10 RPL39P18 RPL36P2 MORF4L1P5 MCTS1 TPM4P1 GLRX5P2 CYP1B1-AS1 LINC02634 PRAMEF29P LINC01641 JAZF1-AS1 SOX9-AS1 NUCB1-AS1 ZNF863P GABARAPL3 RPL32P27 RN7SL93P PPATP1 ARPC1A FABP5P3 FOXP1-AS1 NEAT1 RRN3P1 KRT18P45 ZEB2P1 PVT1 RNU6-916P RNU6ATAC36P RNU6-612P RNU6-1003P CLDN23 LYN LINC01485 LINC02390 TRAV15 LINC00929 GTF2I MIR3162 MIR4510 MIR3611 MIR3908 SNHG30 HNRNPMP2 LINC01235 OR1X1P CWC25 ACACA GPR1-AS LINC00581 MIR3529 ZNF513_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF513_TARGET_GENES GCLC MAD1L1 ITGA3 ABCC8 MAP3K9 RALA UPP2 PAX6 JARID2 ST3GAL1 GIPR CD6 WWTR1 NCDN SAMD4A IKZF2 PNKP PHF23 ZIC2 LCP2 TPR CP CELF2 ARID1B PPP1R3F SLC4A8 PLEKHA5 ARID4B TAB2 RC3H2 ATP2B4 SFSWAP BICRA SLC12A2 SLC9A3R2 NTN1 DGKA ME1 TBC1D1 SMARCD1 NEO1 STOML1 NEDD4 TMEM38A XRCC1 MRPS34 SEMA3A FOSL2 CACNG5 ACTB ARHGEF1 TM9SF3 NRDC PCM1 CDC14A CARMIL1 RIMS1 SRCAP CNOT4 RBL1 MEF2C JMJD4 NFE2L1 XPO1 PLOD1 P2RX5 SMAP2 ATRX B4GALT1 PPP1R15A TRIP6 GNAS CNOT3 PTPN4 RCOR1 SPG21 PUS7 TXNL1 SLC22A17 RNF31 PHGDH MFSD11 WAC SIRT1 JAK2 SYDE2 MACROH2A2 MTAP PPM1F TOP3B GRK3 MICALL1 EIF3D ST13 EP300 KHNYN EIF5 PSME2 BMP7 ISM1 TTI1 RPRD1B SMCHD1 MYL12A POLI ALG13 AMMECR1 RBM3 FLT1 TSC22D1 CORO1A FOXF1 IL21R CSK JPH1 GDAP1 UBR5 R3HCC1 GYS1 LIN7B TLE5 TIMM44 URI1 CRTC1 ATP13A1 SMG9 DLX5 MTPN MPP6 HOXA5 GLI3 LHX2 NPDC1 SEC23IP SHOC2 UBTF RGS9 KPNB1 RAI1 GOSR1 FTSJ3 PTGES3L-AARSD1 HDAC5 SUPT6H PHF12 TBC1D9 INPP4B GALNT7 RAPGEF2 SNX15 KMT5B ANAPC15 DUSP16 CAND1 CHD4 RAB35 HDDC2 NCOA7 SRSF3 CCNC VNN2 ZBTB24 QKI PRSS16 STC2 CPEB4 BBX FRMD4B TTL NCL ACVR1 NDUFS7 RTN4 USP34 IL18R1 SRSF7 ARID3A ALMS1 MARK1 QSOX1 RAP1A DNAJC6 WLS RBBP5 CDK18 ECE1 GALE SLC35A3 RCOR3 RPS25 B4GALT6 CNR1 PHF3 SGK1 PKD2 CCNI SATB2 ZBTB45 RBM25 BCL11A PLEKHG1 ALG5 EXOSC8 EPHX2 LHX4 ZMYM2 PDS5A MTERF4 XPNPEP2 CHST3 ECD MED13L SPRYD7 ATG101 ATPAF1 BAZ2B G0S2 PMEPA1 TP53TG5 USP22 PEX6 RREB1 SLC35B3 ATXN1 EMC3 MIR9-1HG C3 GZF1 OVOL2 PLEKHG3 MAP2K2 HELB DYRK2 UBR4 FEZF1 TTBK2 INO80 THAP10 PSMA1 KRI1 ILF3 NRL ASH2L PRKCSH ATXN10 OSBPL2 ZC3H4 NPAS1 THEMIS2 DNMT1 UBE4B COX4I1 EMC8 SH3BP5 VPS25 ANKHD1 MAP1B RARA CCT6B RAP1GAP2 ANKRD17 H3-3B DCTN4 DCLK1 AGAP3 IPO8 E2F5 MEIS2 PTGFRN CDC73 CABLES1 NREP CEMIP2 SRPK2 MDFIC PRR5L PHF21A ATP5MC2 RC3H1 SPRY2 IGF2BP3 TTC5 ZFHX2 KCTD3 TFAP2A SLC22A23 THAP12 YAP1 MAP2K5 LRRC49 FBXO11 CALHM2 FAM149B1 CARF ITPRID2 WDR12 ABI2 FAM13A FGF5 SEC24B GABARAPL1 KIF21A FGD4 AEBP2 TMEM132B GALNT6 SETD1B RHOF CBLN3 RTN1 AK7 NCOA2 ST8SIA2 MYOCD GATA6 PIK3R5 CCDC97 HUNK SAE1 PRDM16 EFHD2 RPL11 KIAA0319L WDTC1 LMO4 BARHL2 MTF2 ATP1B1 HDGF XPR1 RGS16 ZNF687 SNX27 ANP32E GABPB2 HAX1 INTS3 SNAP47 CNIH4 CNIH3 HNRNPLL TMEM177 THSD7B DLX1 VGLL4 OSBPL10 BOC TRPC1 LPP MANF SNCA SETD7 C1QTNF2 FAM193B PPP1R18 SCUBE3 PHIP FAXC RNF217 NCAPG2 TERF1 NFIB CIZ1 PPRC1 RGS10 TENM4 PLCH2 KIAA1755 TAOK2 PIP4K2A ABCB9 ITPR1 NDUFC2 CDC123 TEX9 PARP8 GFRA1 DST TIAL1 GEMIN6 PLEKHH2 PFKM GGPS1 CARHSP1 ACOXL SMARCA5 HNRNPU RBMS1 ASAP1 PTPRD KCTD15 LGI4 NUS1 FAM167A SH3RF1 XPC RAB6B DKK2 GTF3C6 ZKSCAN2 TMBIM4 WIF1 KCNMA1 C8orf37 SFXN2 FAM122C FAM122B HKDC1 HK1 ATAD2 FBRS SMG1 RBPMS CACNA1D ERG ETS2 TMEM164 PAFAH2 CUL4B KCNB1 NPM2 PAXBP1 KCNE2 ABR PDXK VAV2 CLDND2 UBE2Q1 FGFR4 SAP30BP SRSF2 SHANK1 PLCD3 CXCL16 POLR3K SNRNP25 CLPB SLC25A45 PLPP3 SDC3 RBBP4 NEXN WDR26 FBXO41 TRIM46 KRTCAP2 ADORA1 STT3B NKX6-1 WDFY3 ATXN7 ADAMTS9 ERICH6 ZNF148 NIPBL CREBRF ZNF704 DLC1 FMC1 SLC25A32 DCAF13 PSIP1 HGSNAT STRBP NUDT5 TRUB1 NDUFB8 CKB C2 TRIM44 WEE1 MARF1 NAV2 YWHAB TSC22D4 RBFOX3 SMG8 TPM4 RAB8A CDT1 PROCA1 TUBA1C CHAF1A ZNF444 SPRYD3 SRRM2 LTBP3 SCARA3 RAB4A BMI1 IRF2 SHOX2 FEM1B C22orf15 CLIC4 CHD3 UBE2E1 FAXDC2 GABARAP EMX2 PYM1 CHCHD7 LSM3 KSR2 DLK2 ENC1 BPTF FOXB1 DPAGT1 CERS6 GNG12 FGGY RND1 SP3 KDM2A GOLGB1 PPP1R3B HOXB2 TCAP MSRB3 LIG4 CEP135 CTBP2 ZDHHC14 VCPIP1 MCTP1 POLD4 ZBTB8OS WDR25 IRX5 TYMS ANKLE2 PRDM16-DT NAP1L5 NR2C2 ARIH2 IRX3 GBA AL162595.1 TENM3-AS1 GLDC ZNF713 DPY19L3 SAMD4B CALR GVQW3 EGR3 PIPOX SERTAD2 ZNF771 FZD2 CCDC66 EMC3-AS1 RNF182 SMG1P3 WDFY3-AS2 SCRIB NPM1 DIPK2A RFX7 ARL6IP4 CACNB4 CAPN12 SATB1 RUVBL2 DDX41 BCOR PSMG1 NOG ZNF703 TSPYL2 PLA2G6 FAM43A PURA STAC3 NR2F2 PBX1 SHC4 UBE2L3 BRWD1 TEX38 HEXIM1 PDZD7 C1QL4 TMEM232 NAP1L1 GCNT1 ZNF385C ERC2 SEMA4D SOWAHD LAMTOR4 NANOS1 INSYN2A NCOR2 TCF4 TRAPPC4 ZNF700 MAML3 AP2A1 SRC LRRC8B NOL4L ENTPD4 DDI2 ZNF860 STMN3 COL13A1 MYO5A BCO2 CDC42SE1 MCMBP EME2 ZNF81 LEKR1 MIER1 MAN1A2 TFDP1 SLC29A3 ANKRD13B LDB1 MTCO3P12 ZNF830 ZNF521 RUNDC1 RPL39 RNA5SP150 RNU4-13P SNORD82 SLC12A5-AS1 CHIC1 DAXX PBX2 STK19 SKIV2L NELFE VWA7 PRR3 LILRB3 GNL1 HLA-F AKT1S1 ZBTB48 SMG1P2 C21orf62-AS1 LNP1 SNORA30 RNU1-8P MIR615 MT-TF MT-RNR1 TRAV12-2 LINC01089 ZNF625-ZNF20 TTLL3 SMIM7 TSPAN4 PRCD BBIP1 TENM3 IL10RB-DT LINC02776 COX6B1P7 RBMS1P1 PTPRD-AS1 FGD5-AS1 SATB2-AS1 ZNF503-AS1 LINC01918 RABGAP1L-DT HSD11B1-AS1 EMX2OS ATXN1-AS1 AL669831.3 HOXB-AS1 FEZF1-AS1 SPRY4-AS1 ITPR1-DT LINC-PINT TAPBP YPEL5P1 RFX3-AS1 GNG12-AS1 ADH5P2 HOXB-AS3 LINC01762 USP27X-AS1 LINC02093 JARID2-AS1 RNF217-AS1 LINC00987 RGL2 CT75 PTENP1 ERICH6-AS1 TCAM1P RN7SL494P WWTR1-AS1 SETP6 EIF6 MRPL20 MICAL3 STON1 IL10RB DBNDD2 MALINC1 AC105285.1 LINC00461 DACT3-AS1 MEF2C-AS2 LINC01184 PICART1 FABP6-AS1 SEC24B-AS1 MEF2C-AS1 MTND5P11 LINC01411 NEUROG2-AS1 CARMN HS3ST5 DUTP7 LINC01596 LINC01605 MIR124-1HG SLIT3-AS2 RBPMS-AS1 WAC-AS1 AF131215.3 BRWD1-AS2 ZNF625 P2RX5-TAX1BP3 AL121603.2 NDUFC2-KCTD14 LINC01491 AC092287.1 AC011773.4 AC009962.1 WFDC21P LINC01003 GTF2I MIR3187 AC025682.1 RN7SL468P MIR4710 TXNIP GATA6-AS1 AARSD1 PTGES3L ILF3-DT LIN37 RNF225 MAP2K4P1 FMC1-LUC7L2 CAHM AC016355.1 AL445228.2 AL355297.3 IRF2-DT LINC01145 CYFIP1 USP27X LINC01138 MIR6784 PCGF2 AC007906.2 SENP3-EIF4A1 TSC22D1-AS1 NKILA PTENP1-AS MIR1244-3 MIR1244-4 MIR1244-2 ZNF491_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF491_TARGET_GENES F12 GCHFR IFI44L TLK2 MIRLET7BHG GRK6 VWA7 ELF2P3 PRR34-AS1 PCAT19 ZNF454_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF454_TARGET_GENES POLD1 ANO8 ING4 RBBP5 GTPBP3 MAP3K10 DSTYK GSTCD INTS12 RPL37 MTCO3P12 MT-TT LINC01596 MIR6810 KLHDC9 MT-ND6 MT-TE AL669831.3 MTND5P11 BANP_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BANP_TARGET_GENES GCLC MAD1L1 HSPB6 CIAPIN1 IFRD1 SEC62 CSDE1 FAM76A SPRTN POLA2 MATR3 RALBP1 MRE11 AKAP11 CCDC28A BCLAF1 SLC39A9 ABCF2 ADSS2 CUL3 ZZZ3 AGA SPDL1 OFD1 POLR2B SCML1 NOP16 R3HDM1 NOP58 RC3H2 GDI2 PPP1R12A CTDP1 GPBP1 VMP1 INTS13 SLC12A2 ADAT1 GSTO2 NFYC GOLGA5 DNTTIP2 IDH3G COASY IFT80 TCF3 SMC1A NFATC3 TIPIN NUP37 BAZ2A SMC1B VDAC3 SRCAP BZW1 FAM135A DIS3 PIBF1 ZNF416 HUWE1 ZW10 PPP1R15A SRRT UIMC1 NOP14 ERGIC2 PTPN4 PDRG1 COQ9 SNX5 ANAPC5 NECAP1 BLVRB DNAJB11 TXNL1 ZFHX4 SUPT16H SEC22C CDC6 PSMD5 NANS IKZF5 EFHC1 CDC5L HNRNPH3 IFT74 FBXL19 MTAP POLR2E GGA1 ANKRD54 EIF3L CBY1 POLDIP3 IFT27 PHF5A ACO2 AHSA1 CEP128 ERH SRSF5 EIF5 MTHFD1 DCAF11 PNN ADNP TPD52L2 DIDO1 GID8 C20orf27 SEC23B ADNP2 PSMD10 ATG4A NKAP MTMR8 EMD CAB39L UGGT2 MGRN1 CENPT WDR59 HCFC1R1 HMOX2 RPGRIP1L HERC1 TTC23 HOMER2 INTS9 SNRNP70 CLPTM1 PIH1D1 TBC1D17 RPS19 ICAM5 GRWD1 PIK3R2 SUGP1 GSK3A RPA3 TMEM245 GBF1 EDRF1 TASOR2 TRIM37 RNF167 SLC25A11 CCDC47 SMARCD2 RAB5C PHF12 UBE2D3 NCAPG SC5D LPXN EHD1 PRPF19 ACCS PSMD9 PTGES3 MAGOHB PRR4 GPN3 RFC5 CAND1 ATN1 PRKAB1 RIC8B FGFR1OP2 DSE MTRF1L MAPK14 CCNC SLC39A7 CCNG1 POLR3G NPR3 ZNF346 SMC4 TBCCD1 RPL24 NKTR DGUOK MOB1A NCL DNAJC27 PPM1G RPS15 TXNDC9 GORASP2 DARS1 ATF2 THADA CACYBP TCEANC2 TMEM59 EDEM3 WDR77 ATP5PB SCAMP3 SMG7 EXOC8 MTR CDC20 PRDX1 MTFR1L IFT46 FASTKD2 ANKRD13C FBXL5 ITGB1BP1 CPSF3 SMNDC1 MRPS14 CCDC77 HSPH1 ETF1 SIL1 TARDBP AKAP1 ZRANB3 KIAA1191 NAA60 SEPTIN7 MORF4L2 PFKFB2 BTN2A3P SNRPC ABCC10 MAD2L1BP SSR1 UPF3B GRK4 MRPS7 GGA3 MED1 MKKS MGME1 CHURC1-FNTB NSRP1 MAP2K2 METTL16 STYXL1 TUBGCP6 ATF4 RIBC2 LSM8 INO80 LRRC6 CCNT1 CDKN2D PARP2 ASH2L MAU2 ZNF317 NOL11 ULBP3 RBM39 COX7B TBC1D5 KIF3A UBE2D2 WDR44 PEX11B MCCC2 THAP1 RTBDN ARFIP2 TIMM10B RFC3 ZNF414 LARS1 ZFC3H1 ARF3 RPS15A RELCH CCNH EMP1 TMED7 NAA35 MAP3K7 TROAP LTV1 CEP350 SETDB2 DDX56 CCM2 ZFHX2 IREB2 NMT1 MARCHF7 IL10 ABI1 PRPF4 RPS6 YIPF3 CREBZF RNF121 RSL24D1 GIPC2 DBR1 SMARCAL1 ASNSD1 MDH1B SENP7 GLCE PPCDC SEC31A SLC15A4 CERS5 SBNO1 DENR RBM26 WDR89 PTGR2 ETFA FTO MBTPS1 ZCCHC14 RPS2 GAS8 COPS3 SGSM2 BCAS3 PTRH2 WRAP53 TP53 EIF4A3 NFIC RPS11 SERBP1 STRIP1 MPC2 DCAF6 TMCO1 UFC1 PPOX SLC39A1 SNRPG UBR3 GMPPA SLC25A26 CENPC CAMK2D USP53 RPS3A MMS22L SHPRH MDH2 CCT6A PSPH TMEM209 AGBL3 LUC7L2 NSDHL CETN2 HMBOX1 ERLIN2 UHRF2 MED22 RPL7A LRSAM1 NRBF2 CNNM2 BTBD10 LIN7C SLX4IP SAP18 FSIP1 CCT5 ATPSCKMT DHX37 TMEM18 VIPAS39 CDC123 TEX9 ZNF827 KIN CENPU SPC25 TGOLN2 ZNF547 RPP38 SRP19 SMARCA5 AHCTF1 NMRAL1 RPIA XPC RHOC SLC7A7 ZKSCAN2 SAXO1 RRAGA CCT8 ZDHHC5 BUB1B EIF4A2 TAB3 WDR19 EIF5B RIBC1 RAPGEF6 PAXBP1 ATP5MC1 DFFA SPTBN4 TAOK1 SHC1 FDPS JOSD2 RACGAP1 RPL26 CLPB NOL9 LZIC MYSM1 FUBP1 DNAJB4 C1orf74 RBM15 BBS5 SMARCAD1 DCAF16 HELQ MRPS18C KBTBD8 TMEM183A TMEM79 CIP2A SUCLG1 SNHG16 ERICH6 U2SURP MTMR14 TTC14 ZC3H12A MFSD8 ABHD18 MAD2L1 RICTOR TRA2A SLU7 BRI3 GPR146 FZD6 NUDT2 METTL2B HNRNPK NDUFB6 SUGT1 GTF2A1 SKA3 MICU2 KBTBD6 NUDT5 ATP5F1C ZNF219 TAF1D COX11 STXBP4 CUL5 WBP1L USP54 RPL27A B2M GOLM2 FAM111A PHB CDK12 OR51B5 PROSER3 CHAF1A TSR1 SF1 SETD5 THAP9 RBPJ PCMTD1 PKIG DDX19A ANKRD49 USP39 LRRC28 UPF3A RAMAC CNTROB TRAPPC1 NANP PA2G4 HSPA4 ATF7 RPS9 TADA3 ESCO2 KSR2 POLR1C ASXL1 ETFDH SLC25A33 EXOSC10 RPS7 RAB33B TP53RK POP7 CLP1 GTPBP2 BANP MRPL52 DMXL1 DCAKD MRPL57 NOC3L CKS1B MICOS10 THAP2 NMNAT1 TAS1R1 CYB561D1 ZWILCH RPL4 GOLT1A PDE12 NDUFA11 RAB1B PSMD2 DCTN2 BANF1 EIF1AD LINC00476 AURKAIP1 MBLAC2 CDC26 PXMP2 WDR73 POLE TIMM22 IMP3 WDR6 TMEM11 NSUN3 DHFR2 TAF7 RMI1 TMEM107 SPTY2D1 PIPOX PUF60 RCC1 ZNF609 YOD1 SSR4 NPM1 TMEM102 DDX60L C5orf24 ERCC6L2 CYB5D1 KPNA2 C11orf54 NAA38 IGSF5 GPR19 TTC32 COPB2 THAP7 WDR27 FAM227A MAFF HSF1 C6orf120 PURA PARPBP DRG1 ANKFY1 RNPC3 ZNF566 WWOX KIF18B NKRF SEPTIN10 ZFP91 LYRM7 TSPYL4 ZNF286A FAM122A PLSCR1 ENO4 ZNF559 C22orf34 SRSF10 ALKBH2 TSPYL1 ZNF79 ACADSB SUPT5H PTPN1 TRAPPC2 HBG2 ZKSCAN5 SIPA1L1 PIGN HHLA3 INKA2 RPL12 MAK16 CD2AP HIBCH SOWAHC SVIP QRICH1 DDX42 RPL23A ASPH C6orf89 GPATCH3 RPL10A SCAMP5 TYW1 DZIP3 SMG5 FANK1 PFDN6 RXRB FKBPL MSH5 DHX16 MRPS18B PPP1R10 AKT1S1 FAM216A SLC35B4 C4orf46 TECPR1 C21orf62-AS1 THUMPD3-AS1 GNRHR2 STK38L TAS2R14 CHUK CLIC1 ZNF337-AS1 HBE1 NUDT19 GOLGA8B DDX3X RPL17-C18orf32 MIR933 UMAD1 EDRF1-DT HCG14 DNAJC27-AS1 TMCO1-AS1 AC095032.1 BAZ2B WDR46 RBM26-AS1 FAM174C AC064807.1 SEPTIN7-DT PATL2 THAP7-AS1 HSBP1 MORF4L2-AS1 TMEM44-AS1 PRH1 SMG7-AS1 LINC01399 STXBP5-AS1 GAS6-AS1 RPS28 IFT74-AS1 AL031727.2 AC087294.1 FAM200B SNORD42B SNORD2 AC008040.1 ERICH6-AS1 PPIL3 ARPC4 SNHG3 ETV5 FAM111A-DT BDNF-AS LINC01184 AC096746.1 UBE2D3-AS1 BAALC-AS1 AC046134.2 ZNF286B ARPC4-TTLL3 THAP9-AS1 TMED7-TICAM2 SNORD27 ZFHX4-AS1 AP002495.1 EEF1G ZFP91-CNTF AC005324.3 MSH5-SAPCD1 SNHG9 AC093510.1 TRAPPC2B LSM14A CNPY2 CHURC1 THTPA AC040169.1 AC009119.1 GAN AC012184.3 MRPL12 AC007114.1 MIR3912 MIR4470 RPL17 NCOA4 MIR4482 UXT-AS1 ATF7-NPFF AC092295.2 AC015936.1 AC008736.1 LIN37 NDUFA7 AL118506.1 AP001462.1 ZNF559-ZNF177 MICOS10-NBL1 TERC AL355353.1 AL031055.1 AL589740.1 SNORD58B AC013400.1 PPP4R3B-DT RAB33B-AS1 SNORA78 SUGT1-DT ZKSCAN2-DT PPP4R3B MIR4734 TUBGCP5 RNU12 RPPH1 AL354696.2 CCDC28A-AS1 ZNF610_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF610_TARGET_GENES LAS1L ENPP4 CFLAR FKBP4 KDM1A VPS50 HSPB6 DVL2 COX10 ELAC2 PAX6 REV3L VTA1 RANBP9 PHF7 TSPAN9 TTC19 MBTPS2 POLR3B ANGEL1 CCDC88C PHF20 HSD17B6 TFB1M CHPF2 PEX3 ADSS2 TRIT1 YTHDC2 TPR MPHOSPH9 USE1 ARID4B PLEKHH1 ZC3H11A CCAR1 SPAG4 MRPS35 DMRT3 TAF11 ERBB3 NFYC MPPED2 ATXN3 MTFR1 TRAM1 PKM PRKCZ MEF2A CLEC2D TGFBR3 LRP6 SLC44A1 CLTCL1 EIF2B3 RAD18 ATP2B1 ARHGAP10 LMCD1 PDE8A PPP2R3A ATP2A3 SLC24A1 ANO8 RASAL2 FNDC3B WDR62 KIFAP3 KLHL20 PLXNA2 LRCH4 JADE1 PPP2R5C EDN1 THOC1 CDC14A MOXD1 PTPRH SRCAP JMJD4 GEMIN5 ZMPSTE24 WDR47 SEPHS1 BAX PTPN4 ANKRD10 KIF9 XRN2 SNX5 DZANK1 CHGB CDIP1 RCOR1 P3H2 CHRD PLEKHG2 EXOC1 DLD TXNL1 SUPT16H TOX4 SEMA6A AGO1 DPYSL2 HOOK2 BTAF1 WAC SIRT1 SYDE2 RAB18 HNRNPM CECR2 CABIN1 SF3A1 SNRPD3 TOP3B SLC25A1 TFIP11 GCAT ANKRD54 TTLL1 EIF3D ST13 EP300 LGMN SRSF5 PPP4R3A C14orf93 NFKBIA BRMS1L TM9SF1 RNF24 ALG13 PRPS2 HCFC1R1 FBXO31 STUB1 VPS35L CTSH CSPP1 GDAP1 EMC2 CHRAC1 ERI1 GSR TNFRSF10A NEFM PLEKHJ1 RNASEH2A SF3A2 SNAPC2 MED26 PLD3 MRPL4 CDC37 MEGF8 PDE4C ISYNA1 ETV2 SMG9 PMPCB HIBADH PDAP1 BUD31 FBXO24 RBM28 IMPDH1 ZNF862 GLI3 TMEM248 GALNTL5 TRDMT1 BMPR1A TASOR2 CCDC6 RASD1 DRG2 CYTH1 HDAC5 PRKAR1A YWHAE RANGRF RAB34 PHF12 GAB1 RAPGEF2 SC5D SNX15 MVK METAP2 ITFG2 CREBL2 ENDOU CNOT2 COPS7A TDP2 TMEM14C SMIM8 HINT3 UST ULBP1 SAYSD1 ZNF451 FBXL4 CCNC ASCC3 MED23 ACOT13 RPS12 FAM120B CERT1 CNOT6 ARRDC3 NPRL2 CYB561D2 BBX NCBP2 KLHL18 CFAP92 MOB4 CHMP3 NOL10 C2orf42 MEF2D DNAJC6 MFN2 SMG7 RO60 UCHL5 TSNAX C1orf109 CDK18 RCOR3 PROX1 KMT2A CNR1 MYB FOXO3 CCNI CYP20A1 DYNC2I2 MAPKAP1 ZBTB45 WDR11 CAAP1 CYSTM1 CCDC77 WBP4 ELF1 EGR1 ZFP30 NFYB TNFRSF10B COPS5 RDH10 SPOP GPSM2 POLK MTIF3 RBBP6 CLTA P4HA1 IFT81 SPRYD7 SLC36A1 NCOA3 CSE1L NQO2 EMC3 CLPP GZF1 MGME1 AGO3 MCF2L PCID2 CAPNS1 COX6B1 AHDC1 ZNF384 NUP214 KDM4B GNGT1 HOXD1 ARPP19 MBD4 ILF3 RAB2B AJUBA REEP5 FOXJ1 XPO7 GTPBP3 AFDN ATXN10 ADRM1 UBE2M METTL26 C12orf65 CASZ1 RFTN1 KCNC3 RPL27 THOC6 IL13RA1 ARFIP2 TIMM10B MYBBP1A H3-3B POLR3F PTPRA CDK8 TPT1 STARD13 SLC39A11 RTN3 MKRN1 KRAS COX16 MRPS36 THUMPD3 TMEM106C PLEKHA8P1 STK26 CDCA8 FHOD3 APC KHDC1 SYNCRIP AKIRIN2 DNAJC14 ITGA7 BLOC1S1 CDK4 COQ10A REPS1 KCNK1 ABCB10 ITM2C TSGA10 USP44 RCBTB1 MED4 NUP42 NKX2-1 ACTL6A CDK9 TRMO GOLGA1 ARHGEF39 RPS6 TFAP2A IER3 RAB30 MAP2K5 SEMA6D GTF2B FAM117B ABI2 INTS14 PPCDC BMPR1B FBN2 GUCD1 GABARAPL1 CPNE8 FGD4 SCAF11 DUSP6 MMAB TARBP2 KANSL2 CSAD ZNF740 DENR ABHD13 CUL4A NOVA1 RTN1 WARS1 ETFA HMG20A SCAPER NEIL1 POLG MAP1LC3B MEAK7 TIGD7 G6PC3 C17orf64 PTRH2 IMPA2 GNAL ARRB2 WDR45B CBX4 SLC39A3 DPP9 CCDC97 CTU1 RERE MAP3K6 ITGB3BP ATP1B1 POU2F1 NUF2 RGS5 PFDN2 ANP32E GABPB2 EIF2D TP53BP2 UBAP2L C1orf43 SNAP47 CNIH4 PARP1 HNRNPLL EXOC6B LNPK SUMF1 VGLL4 GOLGA4 PTPRG ILDR1 CAMK2D RPS3A MARCHF6 RPL37 FEM1C PPP1R18 GPR6 ARMT1 ZMYM3 CHMP7 GINS4 RPL7 NAPRT NTMT1 RSU1 FRA10AC1 CNNM2 NCAM1 KAT14 CABLES2 PPP4C SAP18 CCT5 ATPSCKMT PIP4K2A CRIM1 ZNF827 NADK2 GGPS1 INO80C TMEM251 CEBPG KCTD15 SDHAF4 OTULIN ENPP3 MIA3 LONRF1 CCSAP DIPK1A MRPL39 LARP1 RMND1 TMBIM4 PSD3 MMP16 PCDH1 PHF6 ATAD2 BRPF1 NTAN1 ODR4 CPT2 HTR5A ETS2 AP3S2 WIPI2 PAFAH2 NBL1 NIT1 CCAR2 GART ATP6V0D1 DFFA HSF2BP RRP1B PDXK CFAP410 FAM207A C19orf47 DEDD2 TLCD1 UBE2Q1 SQSTM1 FBXO27 DMKN THAP8 SYCE2 SSTR5 ZNF75A NFIA KLHDC9 C1orf74 ATF3 H3-3A SMARCAD1 EOGT EIF5A2 MTHFD2L TMEM41A SENP2 IFT122 BAP1 EXO5 METAP1 MAP9 FAM160A1 PGGT1B AGGF1 CITED2 RPS14 FBXL21P KCNK5 LMTK2 DLC1 SLC25A32 DCAF13 PGM2L1 ZNF503 BORCS5 PIP4P1 ZSCAN21 RIMKLB CFAP52 C18orf54 TSC22D4 PBX3 ENDOG ISLR2 RBFOX3 ACAA2 SMG8 CACNB3 KMT2D PROSER3 ZNF526 CD320 NUDT8 ECI1 KCTD5 CTNNB1 SAC3D1 RAB4A RBPJ ATXN2L TSPAN5 CEP120 XPO6 ZNF768 ZNF212 STX8 UBB SP7 NUDT9 PFKFB3 ZNF16 CDCA4 USP32 PPM1D TPT1-AS1 XKR6 JAGN1 C1GALT1C1 JUNB CHST11 DLK2 LRRC8C ETFDH LPAR3 CLSTN1 ZIK1 NMRAL2P ZNF540 FBXL14 TEFM GNB2 MCRIP2 SYNPO2 HCFC1 CFL1 SP3 RNASEH2C OXSR1 PHF8 HECTD4 STOX2 PEAK1 TOMM20 C16orf91 MGA SNHG11 LIG4 STARD6 CEP135 CATSPERD FBXW8 CTBP2 DCTN2 BANF1 EIF1AD MLXIP NR2F1 AURKAIP1 WDR25 MEX3C ZDHHC13 ANO6 CHD9 PPFIA3 TGIF1 IRX3 PGBD5 GBA AL162595.1 TENM3-AS1 TMEM187 BOLA1 GALNT11 AQP11 GLDC SUZ12 TMEM52 EFCAB13 DPY19L3 SAMD4B PIPOX MED14 EMC3-AS1 ZNF571 ZBTB2 MRPS23 GINS3 MRPS11 CHST15 PLCXD1 KPNA2 MXRA7 RPS17 TMEM198B GPC6 LINC01547 PTTG1IP TRMT12 SLC35F3 TOB2 ADAP2 CMSS1 SEPTIN9 BRF1 RPS27L PURA TMEM179B SEPTIN7P13 SHC4 BRWD1 LAMP1 ZNF501 PCLO TMEM222 HEXIM1 QRFPR RNF220 AL162231.1 ZFP69B CCDC157 KLHL17 UBQLN2 COL4A5 SUMO2 ADAT2 ZKSCAN3 SH2D5 SRGAP3 XPNPEP3 LONP1 SLC6A9 ZNF846 TECPR2 SNHG17 TLE1 ZNF239 ARHGEF12 ZNF398 ZNF420 PCBP2 PGAP1 SND1 PDGFA ATG7 COL4A6 CDC42SE1 RPS26 PSAP ATAD3A RPS4X PRIM1 ZNF248 AFDN-DT TMEM116 TXNRD1 TMA16 MDM4 KLHL9 DLL1 UNC13B ZNF652 MTOR FOXJ3 SELENOM KTI12 STKLD1 DCAF12 MIRLET7I COX20 C1orf53 EFCAB7 SYS1 STK19 DXO HSPA1B PRRC2A TCTN1 ZNF425 C4orf46 ITSN1 CRYZL1 LOH12CR2 TTC23L C21orf62 RNPS1 EGFEM1P SNORD101 SNORA14B MIR615 SACM1L CEP43 DYNLT2B NRAS HEXA RPS29 IRF9 ZNF891 CPEB1 DDX12P ZSWIM7 NEURL4 TMEM167B TENM3 FANCG PLXNA4 LINC01465 HAGLR LINC00620 RASAL2-AS1 PLEKHM1 JPX P3H2-AS1 LINC01535 LINC01359 LMCD1-AS1 WDR11-AS1 SMIM2-AS1 CSE1L-AS1 LINC01132 PCAT6 PROX1-AS1 LIMD1-AS1 ANKRD63 WARS2-AS1 TRAF3IP2-AS1 RSU1P2 PET117 SMG7-AS1 HCG25 B4GALT1-AS1 LIX1L-AS1 ZNF879 FAM133B LINC02569 B3GALT4 TM4SF19-AS1 COX10-AS1 ZNF503-AS2 CDKN2AIPNL PKN2-AS1 RNU7-27P RBM14 TCAM1P PNMA2 RN7SL521P LINC02029 ARPC1A MRPS31P5 TTC4 RN7SL832P LINC01011 MALINC1 MEF2C-AS2 SEPTIN7P14 RAB30-DT LACTB2-AS1 AC096746.1 AP000802.1 RBM14-RBM4 CASC9 BMPR1B-DT FAM218A GPR162 HNRNPKP5 FAM160A1-DT SCARNA17 RNU4-71P SNORD27 ZNF260 PCDHGB1 WAC-AS1 SYS1-DBNDD2 CHMP1B BRWD1-AS2 CBX3P4 ITFG2-AS1 ZNF10 ZBED6 FNTB FNBP1P1 PRANCR LINC02588 AL132780.2 USP3-AS1 MRPL46 AL050341.2 CRIM1-DT HEXA-AS1 LINC02867 AC114811.2 AC009065.4 Z95115.1 AC010491.1 AC124068.2 LINC01003 SSTR5-AS1 THCAT158 MIR4665 RN7SL823P AP000845.1 MIR548AL OTUD7B SUZ12P1 RBM8A TXNIP BAHCC1 MIR3646 ILF3-DT SCAT1 RNF157-AS1 AC007773.1 ZNF790-AS1 SNHG22 RUNDC3A-AS1 MZF1-AS1 EGLN2 AC009061.2 TSNAX-DISC1 NCBP2AS2 PRELID3BP2 TTC23L-AS1 KMT2B H3-3A-DT GTF2IP20 C2orf15 TMEM167B-DT RN7SL1 PCDHGB5 SRCIN1 SCARNA2 MRPL45 ARRDC3-AS1 GTF2IP12 AC068587.4 ZNF579_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF579_TARGET_GENES KLHL13 MPO ITGAL ARSD UPP2 KIAA0100 JARID2 CDK11A NADK APBA3 ERCC1 EXTL3 ELOVL5 COX15 PLEKHB1 DEF6 B4GALT7 GRN PNPLA6 MRI1 CTPS2 XK MAP4 ZNF800 ADAMTS6 PRSS8 UNKL DNAJC25 ZNF112 RPL18 INTS13 CCN5 TBC1D1 SLC9A7 MEF2A REEP1 DAZAP1 STK10 KCNQ2 TACR2 SRI DLG1 ANKRD13A MBNL3 IL4R SAR1A KIF22 IGSF9B CROCCP3 BZW1 PPIE WBP11 MECOM ZNF213 SEPHS1 BAX PIGS UIMC1 RFX2 EBF4 DYNLL1 MAPKAPK5 BRAP ARHGAP4 PAPOLA FLT3LG USP48 PLEKHG2 OSBPL8 CDV3 SLC7A8 UNC13D COMT HDAC6 AAAS HOOK2 HSP90AB1 CIRBP IZUMO4 MED15 SPECC1L FAM118A GNPNAT1 HIF1A PPP4R3A ARHGAP5 NDRG3 ADNP RNF24 HM13 CDK5RAP1 TNNC2 NAA10 UGGT2 PHKB ARL2BP MMP15 NPRL3 MLYCD SEC14L5 FBXO31 UBE2I BCKDK CSPP1 ZFAND1 STK3 CLPTM1 PPP1R37 PIH1D1 TRMT1 PTOV1 ILVBL TJP3 BBC3 PLIN3 RAB3D DBP TMEM205 TNPO2 ATP13A1 AVL9 RUNDC3B DNAH11 CAV2 LMBR1 LFNG IQCE SSBP1 ZKSCAN1 TAF6 AIMP2 MOSPD3 LSM5 YKT6 TBL2 PRUNE2 CORO2A ABCA2 EXOSC3 KAZALD1 RGS9 CBX1 C1QBP AKAP10 SMARCD2 C17orf75 VAT1 HDAC5 AADAT UNC93B1 UBE4A PITPNM1 TCIRG1 SLC11A2 GNPTAB NT5DC3 COX6A1 SRSF9 HDDC2 RAB23 ZBTB24 LNPEP MACROH2A1 TFG RPL24 COMMD2 ACVR1 MOGS NDUFS7 CCT4 PDCL3 AAK1 ICMT STXBP3 SMG7 MAP7D1 RRAGC RBBP5 VAMP4 IRF6 FBXO30 DLST ESRRB NRDE2 DNMT3A AFTPH MXI1 GNA13 NUP43 COPS5 SLC35B1 LRAT ECHDC2 SEC22A FYTTD1 RBBP6 SERAC1 PMS2 CYREN TSFM FAM199X DNPEP SLC12A4 SNX21 STX16 PAIP2B LYPD3 AARS2 RAP2A MIR9-1HG VASP UBA2 DYNC2I1 SLC10A3 IPPK CDHR3 HOXD1 PDE11A ICE2 TEP1 GDPD2 ECSIT BST2 PGPEP1 TUBGCP2 ADRM1 TRIM28 HIP1R SHFL ZNF341 GSE1 ACLY NDFIP1 DNAJB1 HSD17B7 RPA1 TERF2 ANKEF1 PTPRA RAB25 SLC14A2 SPART SLF1 CCNB1 WNT2B SLC38A2 NARS1 HOOK1 RNF138 WDR36 PHF21A KRT87P ZNF670-ZNF695 KCNK1 MFSD9 SLC41A2 SETDB2 C7orf25 RAC1 HUS1 RSAD1 KCTD3 KLF4 WDR38 ARPC5L IER3 FCHSD2 POU2F3 CYP1B1 DBR1 BARD1 COPS4 PDE5A RGS3 GABARAPL1 NEDD1 GALNT6 ESR2 CLBA1 UBE2Q2 SCAPER SH3GL3 MAP1LC3B NDUFB10 DEF8 SLC16A3 TBCD BRD4 SLC39A3 MVB12A DPP9 LMTK3 NOSIP PEX14 CNKSR1 RPL11 CCN1 PTPRF HDGF ABL2 HMCN1 ARNT INTS7 ARF1 SOX13 RHOB CALM2 SPOPL POLR2D DLX1 COPS7B VGLL4 CTDSP1 TMEM44 RUBCN NICN1 STXBP5L EAF2 SETD7 PIK3R1 TRIM7 TRIM41 CREB5 ATXN7L1 RAB19 NDUFB9 TATDN1 FAM83A UGCG CELF1 VPS51 DOC2A TMEM219 CSNK1G3 UPF2 CDC123 CCDC74B MBNL1 GPD1L SLC30A6 RANBP2 TRAPPC8 LPCAT1 CEBPG CHD1 TNIK XPC ZNF18 KCTD18 CCT8 CDK20 AIFM1 TBC1D31 PDE6D EIF4A2 HTR5A FZD1 VPS26C WIPI2 LDLRAP1 XKR8 EYA3 ABHD3 ZFAND2B LAD1 BTG2 ABR CCDC117 ZNF233 RRP1 ITGB2 RPL26 CLPB RPL29 AK4 KIAA1522 TYW5 MAIP1 CCDC74A CGGBP1 ANKZF1 PRKCI APBB2 IL17RC PRRT3 TTC14 GYG1 WDR43 NMNAT3 YEATS2 RPN1 RPL39L TKT METAP1 FAM160A1 MOCS2 TMEM161B ADGRV1 LINC01600 DAGLB TRA2A SUN1 INTS6L KLHDC2 EML5 PRPF18 ANKRD2 SVOP HPS6 TRIM44 PKD1L2 AP1G1 PATL1 MARS1 SGSM1 PIP5KL1 ISLR2 GPRC5B ANKRD11 ZNF641 TUBA1C ZNF146 KLK6 RAB3IL1 POLR2G FAM178B APEX2 CD2BP2 KCNAB1 PCBP1 LUZP1 BCRP2 TMEM42 NIPA1 TMEM182 RIOX1 FOXN2 JAGN1 ZNF581 ZNF562 PLRG1 VAT1L TRAPPC12 RPS7 NME6 MTBP MRPL13 SERHL ARNT2 CLP1 FUT10 ZNF596 OVOL1 RARG GPR160 C12orf66 ZNF497 RIN1 FZD4 ASPHD1 BANF1 EIF1AD CLTB RAB6A LYSMD3 TPRN TMEM39A VPS37D LPCAT4 CNTD1 ANKLE2 FAM220A COX5A C3orf38 SAMD4B CLK3 PCBP1-AS1 TH MEIOC TIGD2 CCDC66 ZNF443 GINS3 ADI1 NXPH3 GALNT9 CEP63 HMGN4 GDPGP1 CMTM4 TTC32 SMTN COA3 EFNA5 COPB2 APOO KIAA0825 SDHAP1 ZBTB3 ZNF749 BACE1 RPS23 SMYD4 ARAP1 RNF220 SPRY4 PMS2CL ANKRD19P ADRB3 LINC00910 IL1RAP TDRD7 PPIA ASB13 ZNF34 TSC22D2 ZNF799 ZNF846 ZNF136 SCN8A FUT11 ANXA4 PGAP1 KANK2 ZNF517 VEPH1 ZNF181 PLCG2 RPS4X ZNF770 GET3 WWP2 ZNF511 ZNF521 ATG9A MFAP3L PBX2 VARS1 HLA-E TRIM39 PDE7A CNEP1R1 TMEM256 RNA5SP18 RPL39P5 DHRS4-AS1 VPS16 TMEM242 SLC35E2A ZNF579 PPP2R2A UBA52 LINC01778 RPL23AP53 LINC01767 MRPS9-AS2 INTS6L-AS1 LINC01716 TMEM191A LINC01276 SNAP25-AS1 CCDC183-AS1 WEE2-AS1 MRPL45P2 RASA4CP SNHG31 HCG18 SPRY4-AS1 FAAHP1 ELN-AS1 SMG7-AS1 SEC1P CYP1B1-AS1 MIPEPP3 TMEM238 LINC01136 CT66 LIX1L-AS1 FAM133B MAPKAPK5-AS1 PPP1R3E LINC00957 FBXO30-DT ZNF815P ZBED5 CDYL-AS1 ARHGEF38 BCYRN1 CASTOR3 ISY1 HOXA11-AS ABCC13 MICAL3 TTC4 ACY1 DNAJC25-GNG10 RORA-AS1 FZD4-DT RASSF8-AS1 ZBED5-AS1 TWF2 AC008966.1 TMEM161B-AS1 CHCHD10 H3P23 FOXD1 FAM160A1-DT RNU6-826P AP002852.1 SUGT1P4 AP001372.2 SUGT1P4-STRA6LP STX16-NPEPL1 LINC02324 SUGT1P4-STRA6LP-CCDC180 AP001922.5 LINC02747 DNAAF4 MIR200CHG FNTB PDF SPECC1L-ADORA2A LINC02352 AC008074.2 CD2BP2-DT AC009119.1 GAN DNAAF4-CCPG1 ISY1-RAB43 TMEM256-PLSCR3 RN7SL525P TSPOAP1-AS1 RBM8A ZNF488 AC092295.2 ARHGAP27P2 NBPF12 AL390955.2 NBPF19 AC013400.1 AP003392.5 AC100812.1 DCP1A RCC1L H4C5 SRCIN1 ZNF670 TMEM191B RN7SL3 MRPL45 BISPR ZNF511-PRAP1 ZSCAN4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN4_TARGET_GENES FGR KMT2E SOX8 GAS7 ST7L PAX6 JARID2 NFIX SEMA3G FYN NME1-NME2 DPF1 DCN MBTPS2 LTF CD6 SPAST BIRC3 UBR2 NR1H3 NUP160 ALG1 TMSB10 LSG1 JADE2 PREX2 DTNBP1 ARHGAP6 NOP16 RCN1 ELN PRSS8 TTC17 FOXN3 NRIP2 CHRDL2 FAM168A TAB2 USP36 PHF21B RASGRF1 ATP2B4 DGKG TBXAS1 HDAC7 PRDM6 MTMR1 HAGH DLX3 CCN5 BORCS8-MEF2B RFXANK CALCRL FAM107B NFYC MPPED2 THUMPD1 MSANTD3 GRIPAP1 NUCKS1 GNB5 SLC44A1 EIF2B3 TCF3 DAZAP1 SLC6A15 NFATC3 LLGL2 MAP3K13 MGLL SLC24A1 ANO8 TXK ACTR6 EXOSC7 KLHL20 ARHGEF1 STXBP2 CTTNBP2 TOP2B PAK3 SIRT6 ITGA8 HOXA9 SLC1A3 TNS1 CDC14A LIPE PAFAH1B3 DDX1 SMARCA2 MID2 CNOT4 IGSF9B EXD2 JMJD4 SMARCD3 EPB41L3 NFE2L1 ERC1 XPO1 SMAP2 HADHA BCORL1 MECOM OVGP1 MGST2 ATG16L1 IPO11 RBM22 HUWE1 MTMR2 GNAO1 SH3BP2 SLC15A1 ARHGAP28 EBF4 F11 NOS1 FXYD5 NECAP1 ANKRD24 RCOR1 TFAP4 SPG21 MCOLN1 PLEKHG2 DLL3 ZFHX4 TMEM101 TOX4 SEMA6A MYL6 TGFB2 UPRT HIVEP1 HNRNPH3 MTAP BCL2L13 CABIN1 SPECC1L GGT1 TOP3B CARD10 SH3BP1 HPS4 DMC1 HMOX1 PDGFB RBFOX2 EIF3D IL2RB L3MBTL2 ITPK1 CHRNA4 ANGPT4 PLCB4 CELF4 SMAD7 ASB9 SLC35A2 PCSK1N MRPS31 MGRN1 USB1 VAC14 NAGPA NOMO3 LMF1 GSPT1 GGA2 NOMO1 LACTB HERC1 BMF BRF2 TRPA1 PLAT NDRG1 CCNE1 YJU2 FSD1 APLP1 BBC3 PLIN3 ATP1A3 MEIS3 LIG1 HAS1 WDR83OS GCDH COMP RUNDC3B TTC26 CAV2 DNAJB6 SSBP1 CPED1 CPVL PTCD1 PTPRZ1 HYAL4 RBM28 SERPINE1 EZH2 TMEM248 POLD2 LHX6 RLN2 ELAVL2 GLIS3 EXOSC3 TRDMT1 CUL2 CASC3 KPNB1 DRG2 C17orf75 SGCA HDAC5 PHF12 MAPK10 ELF2 FBXW7 SH3D19 FAM149A UNC93B1 ARHGEF17 IL10RA CD5 MADD NUP98 PRPF40B ASIC1 BCL7A MANSC1 DDX55 ENDOU COPZ1 CDCA3 APOBEC1 RFX4 MED23 ALDH5A1 MDFI CCND3 GHR IK NPR3 ST8SIA4 SKP1 FGF1 NR3C1 DPYSL3 CPEB4 AMOTL2 WNT5A PFKFB4 BBX FRMD4B SCAP PLCH1 EIF4G1 TANC1 INO80B NDUFS7 HSPE1 IL1R1 HPCAL1 STRN SRSF7 BCL9 CACYBP S100PBP TRIM62 C1orf21 SMG7 PLA2G4A SIPA1L2 RBBP5 KIF17 GPR89A PIK3R3 DPH5 SLC35A3 RCOR3 MTFR1L PROX1 ARID1A SLC8A2 KLF7 IRAG2 CCNI DYNC2I2 IRF2BPL SUPT7L GPAM MXI1 WDR11 KCNIP2 GRIA2 PLEKHG1 ARAP3 KCNJ5 KIAA1217 FAM53C SERP1 ZFP30 SORBS3 CHRNA2 ADRA1A EPHX2 CSMD2 HPCA ACVR2A FAM126A CNTFR ADGRE5 WDR83 PDE1B IKZF4 INHA OBSL1 PSG8 GRM4 ZNF391 CDKN1A CPNE5 NRN1 TMEM255A SOX9 PAX1 TMEM74B CITED1 MAX GDF5 PCID2 KIRREL2 ASL MAP2K2 FGD3 MASP1 PLAAT1 TMEM175 HP1BP3 ADGRE2 EPS15L1 FOXP2 HOXD3 HOXD10 PUS7L RAB2B EGLN3 FGF13 FAM98C GTPBP3 SSBP4 HIP1R SLC6A8 PNCK ZNF331 SLC7A10 CASZ1 UBA1 RBM39 PRR7 MGAT1 NDUFA2 TMEM204 STARD3 LIN28A RTBDN TBC1D14 COQ3 SNAP25 RNF128 SLF1 NTS DUSP26 COX16 TTC9 MRPS36 MEIS2 NOTCH2 IAH1 KCTD1 SOX5 ACP2 YARS1 HOOK1 DTNA UBAC2 NREP USP30 CCDC146 PHF21A DNAJC14 ITGA7 BLOC1S1 SEMA4F RAB11FIP5 CCDC142 KCNK1 PIGC PAX3 GCC2 TBC1D4 LCP1 TTC5 UGGT1 TOR1A CCN3 TAF8 FHDC1 ARRB1 SLCO5A1 NDUFAF1 PLCB2 CGREF1 HADHB HECW2 FAM117B INTS14 ARHGAP24 HERC3 CNOT6L GSTCD INTS12 CERS5 CSAD ZNF740 VPS33A RBM26 CUL4A TLE3 MAN2C1 IGF1R CELF6 SLC5A2 ABCC12 ZFHX3 CMTM3 GID4 SSH2 GNAL ASXL3 ARRB2 CSNK1D WDR45B NFIC VAV1 TMEM91 CARM1 RERE ITGB3BP CCN1 MAEL NUF2 RGS5 LHX9 CTSK ANP32E GABPB2 SYT14 EIF2D SNAP47 GUK1 SOX13 ARL8A RHOB SFXN5 HSPD1 SUMF1 VGLL4 LIMD1 ADGRG7 DCAF1 STXBP5L ANK2 HAPLN1 BDP1 BTF3 FBXL17 GABRA6 GABRB2 DCDC2 TRIM7 FGD2 FAXC SCML4 TIAM2 TLK2 SHROOM2 SH3KBP1 CSGALNACT1 ATP6V1B2 NSD3 SYBU NFIB NTRK2 INIP REXO4 GTF3C5 MSRB2 FRA10AC1 LRRC27 ITPRIP SYT8 TENM4 NCAM1 FEZ1 TMEM25 VPS51 ALDOA TLCD3B DOC2A FAM124A GPM6A PPP1R1C DIXDC1 C2orf50 SLC7A11 CACNA2D4 ANK3 SRFBP1 ZNF827 GFRA1 RABGAP1L GEMIN6 TMEM178A POU4F1 TCF7L1 RASGRP3 BMP3 HNRNPU CFDP1 CMIP CEBPG KCTD15 LGI4 CHD1 MSI2 OTULIN ABI3BP ENPP3 PGM5 MRPL39 VOPP1 GPR78 SLC26A2 GNAQ MMP16 CD109 LRFN2 CACNA1D DYRK1A CABP1 DUSP2 FANCC CDC25C CCAR2 RAPGEF6 TNNI1 ABR NR2F6 ITGB2 FAM207A SHKBP1 IL6R LRWD1 ZNF382 PLXDC1 CLPB RPL29 PDZK1IP1 TAL1 SELENON LZIC PEF1 TSSK3 DDR2 KIAA1841 DISC1 ZSWIM2 CLDN1 CLASP2 U2SURP ZNF513 SLC4A1AP POLR2H TMEM41A SHISA5 WDR82 SAP30 EBF1 TXLNB RAET1E RPS14 GPR85 SP8 ALDH7A1 FREM1 PSIP1 CCDC171 C8orf34 KIAA1958 STRBP FAT3 SPTSSA ZCCHC24 PDZD8 TSC1 GFI1B BMS1 JCAD CASP7 R3HCC1L SPINT1 ASPG ALKBH3 TMEM100 LMO1 CDYL2 PRKCB RIMKLB CHRFAM7A ACSM1 SAMD14 TRUB2 COQ4 ISLR2 RBFOX3 ANKRD11 DHRS13 AXL GSDMA KCTD5 CTNNB1 IRF2 CMAHP LDLRAD4 CXXC4 ZNF608 RGS14 MRPL1 MINAR1 SCN9A GPR183 LRRC45 ASPSCR1 NLGN1 ONECUT1 WNT10B ITGAM RNF150 SLC16A5 UBB PYM1 PFKFB3 EMB PPM1D HAS2 XKR6 C8orf74 PRKCE GRIK1 ZNF440 LURAP1 OR1N2 SPSB1 ZNF540 ZNF217 ATPAF2 SMN1 EIF2AK3 TEFM BSG CERS6 GNB2 SYNPO2 KLHL6 CFL1 HOXC5 RARG VANGL1 NDNF NMNAT1 ADGRG2 GOLIM4 CTU2 ZHX3 SNHG11 BRSK2 ZNF408 CKAP5 ARHGAP1 GPR156 NR2F1 AURKAIP1 ETV4 HOXD8 ZNF404 EID2B PLAAT3 RUFY1 ZBTB38 TBL1XR1 GBA TENM3-AS1 RPS27 DMAP1 LCORL MSC APOLD1 CYBC1 GAK EDC3 MEIS3P1 DNHD1 GCC1 PIPOX PSTK FAHD1 CCDC66 ZNF571 SLC36A4 GREM2 CHRM2 DDN CLDN7 KCNIP1 TSHZ2 EXOC7 LHFPL1 TSKU ANXA2 TMEM198B SPATA13 GPC6 RIMBP3C LINC01547 TMEM121B SF3A3 HMGN3P1 TRIM52 LIN9 KIRREL1 DNAH2 ADAP2 KCNJ12 CSF1 PLA2G6 PDE4B KCNH7 SEPTIN9 SEPTIN5 TRARG1 FMNL1 MAFF LRRC37B NOMO2 SIGIRR ATP6V0A2 SMYD3 IFNLR1 ZSWIM9 PBX1 NTF3 BRWD1 WDR53 LAMP1 RNPC3 KLHL32 MRTFB HPDL ARAP1 C17orf58 HEXIM1 ZNF395 SLIT1 RNF220 ZNF546 MAGI2 C11orf96 TPM3P7 DNAJB13 NHEJ1 MCRS1 LRRC74B NBR1 PAQR9 RHCE LRRK2 ZNF567 APOD UBE2Q2P1 CRYM-AS1 S100A14 HMGB1 BLOC1S2 SRGAP3 GARS1-DT ASB13 MYL6B NCOR2 HDAC2 TCF4 TRPV1 MAML3 GAL3ST4 PCBP2 SYNGAP1 STMN3 SPN SSPOP KLKP1 CDC42SE1 ZNF780A ATAD3A ZNF790 IRAK4 ZNF84 TFDP1 RD3 ZNF536 FAN1 COLGALT2 DENND4B RYR3 ARHGEF15 SFMBT2 SPOUT1 TGM2 RNU6-859P RNA5SP259 SPATA42 AL121827.1 SAMD13 EFCAB7 ZYG11A LINC01270 LINC00963 MACO1 SP5 APOM BAG6 NCR3 C6orf136 GABBR1 INSYN2B PSG5 LINC02716 VIT EXOC3L4 SMN2 ITSN1 CRYZL1 RNPS1 HCG27 COLQ MIR615 IGLV3-32 TRAV12-1 TRAV12-2 SNORD65C CEP43 KLHL23 MLLT11 H2AZP1 HEXA CENPBD1P1 LCNL1 MEG3 NPEPL1 HMX1 TMEM242 TENM3 PPIAP74 MIR1302-5 MIR1253 PPP3R1 PPP2R2A XKR9 BTBD19 LINC01124 PRRT4 LINC01671 JPX LINC00431 PRICKLE2-AS3 LBX1-AS1 WDR11-AS1 RBM26-AS1 GAPDHP45 HDAC2-AS2 WEE2-AS1 ATXN1-AS1 C9orf147 ELOVL2-AS1 PROX1-AS1 CEACAMP4 LINC01354 IPO9-AS1 LEF1-AS1 TGFB2-AS1 ATP5MC1P7 SMG7-AS1 AC008163.1 ZNF529-AS1 LINC01237 H2BC15 MAGI2-AS3 NDUFA5P3 LINC00163 SOX9-AS1 LINC01366 SNRPGP10 LINC01664 MSC-AS1 PEF1-AS1 CBR3-AS1 NFIA-AS2 RNU7-27P LINC01119 NME1 TNFSF12 RN7SL310P PLCXD2 WWTR1-AS1 ATP5MF PAQR9-AS1 SCG5-AS1 PRR34-AS1 SOX2-OT PSG11 PSG4 MRPS31P5 NME2 WNT5A-AS1 AL357153.1 LINC02709 DACT3-AS1 SEPTIN7P14 ZNF84-DT AC079089.1 AP000802.1 LINC02268 TRIM52-AS1 GDNF-AS1 AC037441.1 ATP5MF-PTCD1 HAUS5 CASC9 ZNF345 LINC01267 RNU6-470P RNU6-570P RNU7-156P LINC01605 HOXA10-AS AP002852.1 ZFHX4-AS1 BORCS8 AP003119.2 BRWD1-AS2 PRECSIT FNBP1P1 CUX1 HMGA1P3 RTEL1 DIO3OS AL359317.2 RYR3-DT LINC00933 TGFBR3L HEXA-AS1 ATP2A1-AS1 AC009065.4 CEROX1 LINC01229 AC005837.1 AC010491.1 MAFTRR LINC01003 AC007728.2 IKBKE AC025682.1 NOTCH2NLA SEC22B MIR4276 FXYD1 AC006213.2 AC006213.3 AC020928.1 AC002115.1 THA1P FENDRR LINC01235 HSPE1-MOB4 AL390955.2 NBPF19 AL445228.2 NBPF25P BTF3-DT SAP30-DT GRIN2B MIR6792 INO80B-WBP1 RIMBP3B NUDT18 RIMBP3 ARHGAP23 RAB7B MARCKS NEFL PGM5P3-AS1 FAM27B RHOXF1P3 TRBV7-2 GTF2IP12 KDM1B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/KDM1B_TARGET_GENES IFRD1 NCAPD2 SCMH1 CTNNA1 NOP58 POLR3E SLC25A3 DLG1 EPB41L2 AGBL5 HUWE1 PABPC4 LAMB1 HECTD1 PRMT5 PNN USB1 SETX PBLD MED13 RAPGEF2 MDM1 CPSF6 C2CD5 ARMC8 ECT2 NKTR FN1 KYNU C2orf42 TIA1 AKAP7 LRAT XPO5 COX6B1 ATG14 ICE2 SERGEF RBM39 ACSS2 LDHA TBX3 UGGT1 SHF KIFC3 PGD ILF2 LPP TBCK EXT2 CWC27 ZDHHC7 GDPD1 C8orf37 PLXDC1 ARPC5 ANKRA2 FMC1 C11orf65 HJV SLC20A2 STOX2 GPR160 DHX36 MED16 CRLF3 PAWR GPR35 EWSR1 LYRM7 RELN PCBP2 CPLANE1 DDX42 RNU6-661P VTRNA1-1 VTRNA1-2 RNU6-8 VTRNA1-3 DHX16 RNU6-1081P RNU6-9 SACM1L SNORA53 RNU6ATAC RNU6-402P LINC00691 LAMTOR5-AS1 LINC01623 PABPC4-AS1 LIMD1-AS1 HAUS6P2 PRMT5-AS1 RNF14P3 SELENOP RNU6-191P RNY4 LINC02739 AL132780.1 CEP95 LINC02136 SUZ12P1 ZNF784_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF784_TARGET_GENES DHX33 AGK MARK4 VTA1 NME1-NME2 MBTPS2 MDH1 MATR3 ZNF582 MNAT1 POU2F2 PEX3 RPL26L1 EDC4 LSG1 NOP16 SFSWAP PDE4A SMARCD1 THUMPD1 STOML1 RRP15 COASY CFAP20 KDM5A MRPS34 NCBP3 ANO8 VPS9D1 ANKRD13A DNAJC10 SENP1 PAFAH1B3 JMJD4 WDR70 MTIF2 NSFL1C ANAPC5 TMEM101 TOX4 SNAP23 MZF1 GADD45B SNRPD3 TOP3B HIRA FBXO7 MCAT PRMT5 CDK5RAP1 NKAP CAB39L MRPS31 CIAO3 TRIP4 ZNF106 DTWD1 BRF2 MTMR9 TLE6 C19orf53 YJU2 TJP3 POLR1F CBLL1 TTC26 SSBP1 GARS1 RBM28 EXOSC3 MINPP1 PIGL DRG2 SMARCD2 C17orf75 TBC1D19 COMMD9 MLEC DDX55 NUP107 KRR1 HINT3 CCNC MED23 EXOC2 NUP155 COMMD2 ACTR3 NDUFS7 CCDC88A STAT1 CACYBP DNAJC6 FAAH NSL1 KPTN NDUFB3 GTF3C3 ZBTB45 SUPT7L WDR11 ARMH3 KANSL1 NUP43 CCDC77 MTRF1 SIL1 ARL1 ADRA1A CBX3 HNRNPA2B1 WDR83 KBTBD4 STX16 SNRNP27 MPHOSPH10 AARS2 ZNF391 PSMF1 KDM5C TUBGCP3 PCID2 RBM42 PRRG2 WDR24 METTL25 RNF6 CCDC32 THAP10 CDC16 RPL36 GTPBP3 YIPF2 MED18 CLIP1 AAR2 ZNF227 NR1H2 VPS25 UTP3 VPS13B USPL1 SCO1 CCDC59 COX16 WNT2B PPHLN1 SPOCD1 WDR36 USP30 MRPL44 VPS36 TACO1 SPAG8 NDUFAF1 KNL1 LRRC49 GTF2B ASCC1 INTS14 GSTCD INTS12 GUCD1 ALG10 ZCRB1 CUL4A MAN2C1 PML RPS2 MED9 WRAP53 TP53 SLC39A3 DPP9 ZFP14 GEMIN7 PSMB6 NOSIP ITGB3BP MTF2 NUF2 RGS5 TOR1AIP1 TARS2 GABPB2 TPM3 SNAP47 SRP9 GUK1 CALM2 WDPCP TPRKB COPS7B ARMT1 OGT RSPO2 WDR31 GTF3C5 FRA10AC1 TUT1 B3GAT3 VPS51 NDUFC2 CENPU TMEM267 OBI1 PFKM SAR1B SREK1IP1 INO80C ADPRHL1 MRPL39 DPY19L4 TBC1D31 GALK2 PDE6D FZD1 AP3S2 RNF207 MITD1 ZNF276 CCAR2 PAXBP1 ADPGK THEM4 ZNF221 ZNF233 FAM207A MCM3AP ZER1 RPL8 U2AF1L4 LZIC GFI1 BPNT1 PUS10 PEX13 SCNM1 HELQ MRPS18C CGGBP1 TMEM79 CCNL1 SLC4A1AP TMEM41A ANAPC10 ABCE1 NSA2 GFM2 BMS1 CASP7 SLC39A13 ARL5B ALKBH3 COPS2 FAM227B PCLAF PLK1 COQ4 SMG8 RPL13 KCTD5 CTNNB1 MPLKIP STX18 FEM1B MRPL1 SLC33A1 METTL15 DUS1L DCXR ADPRM ZNF282 UBB FAM98B ZNF581 ATF7IP ZNF570 RPS7 TVP23B TEFM GNB2 RPL38 TRMT112 NMNAT1 C12orf76 BBS1 MFSD4A TRAF6 BANF1 EIF1AD ALG10B MRPL48 AURKAIP1 RTTN CHD9 PPFIA3 CSTF2T GBA DMAP1 PLEKHM3 C3orf38 LINC00652 PSTK MRPS23 GINS3 MRPS16 YBEY NPLOC4 TSPAN10 GPC6 LINC01547 SF3A3 TBL3 TOB2 ADAP2 UBE2F NDUFA12 NOC4L INTS5 DDX51 MRPL30 MRPL40 NDUFA13 WWOX EXD3 KRTDAP ADAT2 RNF216P1 SUPT5H NIF3L1 GARS1-DT ZNF569 IPO4 SNHG17 METTL9 ZNF165 EME2 ZNF461 FAN1 SMG5 RNY1 RNVU1-6 VTRNA1-2 VTRNA1-3 TATDN3 EFCAB7 HLA-DMA PSORS1C1 LINC02210 THUMPD3-AS1 SELENOH ZNF580 NDUFS3 AC141586.1 LINC00680 TMEM242 ZNF579 C6orf226 FAM185A JPX WDR11-AS1 DNAJC9-AS1 WEE2-AS1 NKAPP1 H2BC15 NME1 PPIL3 ISY1 NSUN6 BMS1P4-AGAP5 BMS1P4 MICAL3 MRPS31P5 TTC4 AC090061.1 STX18-AS1 MRPS31P4 GLUD1P3 VPS13B-DT ITFG2-AS1 ZNF225 AL132780.1 UBE2F-SCLY NDUFC2-KCTD14 NORAD AC009107.2 AC073878.1 ISY1-RAB43 DHX33-DT LINC02210-CRHR1 SEC22B ZNF582-AS1 DCP1A SCARNA2 CCDC163 LINC01232 HJURP_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HJURP_TARGET_GENES IFRD1 SDHA PPP1R15A GADD45B RPL3 PHF14 PARP2 WBP2 H3-3B RPS15A VPS37B EEF1A1 WDR4 NDUFV3 TSACC CCT3 CCDC127 TMEM80 TUBB4B DDX39B RNVU1-21 RACK1 MT-TF MT-TP MALAT1 LINC02568 AC011476.3 RPPH1 ZBTB44_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBTB44_TARGET_GENES KDM1A ST7 LIG3 MARK4 TSR3 ADAM22 CSDE1 NCDN ZZZ3 CTNNA1 WDR37 ADAMTS6 NEDD4L ATG5 ATP2B4 ERBB3 STOML1 MAST4 AFF4 NTN4 ANO8 SEMA3C ANKRD13A JADE1 SRCAP STK17B ZNF510 WDR70 NFE2L1 ZNF416 BAX EDEM2 DDX24 TFAP4 GNPTG WDR7 TXNL1 SPAG7 TMEM101 RPGRIP1 SEMA6A NDUFB7 TRMT2A RANBP1 ZDHHC8 TOP3B PIK3IP1 EMC9 ABHD12 TBL1X MRPS31 TRADD GSPT1 INTS10 PLD3 TJP3 MRPL4 DBP POLR1F CAV1 RBM28 RASSF4 CUEDC2 RNF43 DRG2 SMARCD2 TRIM2 CSRNP2 LTBR SLC38A1 RWDD1 TMEM14C TPD52L1 BACH2 MED23 CRYBG1 TFEB LMNB1 SUB1 FAM172A SMAD5 COMMD2 NDUFS7 IGFBP5 DNAJC6 RO60 UCHL5 ZBTB17 MRPS15 SSX2IP HEATR1 FBXW2 GALNT12 EPC1 ELF1 ETF1 SOCS2 PSPC1 FLT3 FYTTD1 AARS2 LRRC29 CAPNS1 PRRG2 MACF1 EMC4 MKLN1 REEP5 GTPBP3 CASZ1 RPL27 PRKAB2 REEP2 PPP1R3D AP3B1 PEMT SARAF DGLUCY ELP3 RBM17 ERCC5 MDM2 COG2 USP44 EPRS1 TMOD1 TFAP2A RNF144B C6orf52 RAB30 LRRC49 IFI44L ARHGAP29 PLCE1 ASCC1 PARP16 HERC5 GSTCD INTS12 MAPK8IP3 FGD4 SINHCAF LRIG3 USP3 MARVELD3 NLRC5 KATNB1 MAP1LC3B G6PC3 CLTC RPTOR MAPK4 SLC39A3 GEMIN7 NOSIP RERE CFAP74 MTF2 GABPB2 CDC42BPA C1orf35 TEX261 VGLL4 RBMS3 RNF145 SCML4 ARHGAP18 TLK2 OGT VLDLR NCAM1 C11orf52 SLX4IP TM7SF2 VPS51 ALDOA TLCD3B CSNK1G3 THYN1 AMN1 BICD1 POC5 NMT2 MBNL1 CCNO ENAH ANKRD40 PIP4P2 FMN2 PPP2R2B FBXO32 LRP8 DYNC1I1 RCAN1 ZNF233 HSF2BP RRP1B RRP1 C19orf47 ZNF394 GNG3 ZYG11B NFIA EXTL2 KLHDC9 BPNT1 MRPL55 SLC16A14 TMEM79 SERPINI1 NIPBL ADGRF2 CITED2 BMPER DLC1 GEM MARCHF8 SUGT1 IFI27L1 HTR3A STAT6 TSC22D4 TEF SMG8 DHRS13 TP53I13 KCTD5 BSCL2 PBK ZCCHC4 PXK HEXIM2 TMEM208 PTK2 BCRP2 ASPSCR1 UBE2E1 UBB SMAD1 FOXN2 KBTBD2 GNB2 TMEM134 NAA16 KDM2A ARV1 PLK3 PHOSPHO1 CHRNA9 RESF1 CEP135 DRAP1 ZNF575 CHD9 TGIF1 TBL1XR1 WDR6 CUEDC1 PLAG1 SLC35C1 TSEN54 PRR14L GUSBP1 KMT5A UBE2F NUTM1 NR2F2 MTARC1 NRN1L NELFB FAM217B TSC22D2 H4C3 PIWIL2 EOLA1 HOXC6 GRK6 ASPH TXNRD1 KTI12 TSEN15 ADD3-AS1 VWA7 MBD5 ZNF155 C21orf62-AS1 HEXA ANAPC10P1 FIS1 B3GNT10 AATBC LGALS8-AS1 JPX LNC-LBCS LINC01750 DLGAP4-AS1 HOTAIRM1 RBMS3-AS3 ZNF815P VLDLR-AS1 LINC02810 CDKN2AIPNL LINC01275 LINC00886 FABP5P3 LINC00893 CEBPA AP000802.1 ZBED3-AS1 HOXA-AS2 KDM2B-DT PGAM1P5 RTEL1 UBE2F-SCLY TGFBR3L HEXA-AS1 CCPG1 LINC01976 C15orf65 ARL14EPL AC010359.2 AC009061.2 HNRNPD-DT DCP1A CWC25 ZNF740_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF740_TARGET_GENES KLHL13 DBNDD1 POLR2J TSPOAP1 WDR54 RHBDD2 SCIN CDKL3 ST7L PAX6 RPUSD1 RHBDF1 CACNA2D2 E2F2 CD9 GIPR ZNF200 WIZ RABGAP1 TMEM159 ERCC1 PGM3 RNF14 TACC3 ZC3H3 CAPN1 ATP2C1 CCDC28A HSF2 NCAPH2 VEZT APBA2 ZZZ3 PHF23 JADE2 WDR37 TPR SCML1 RSF1 RCN1 BCAR1 TTC17 ARID4B RELT KCNH2 KMT2C PKP2 PITHD1 PPP1R12A TBXAS1 CTDP1 HDAC7 GPBP1 CA11 U2AF2 ABCA7 HMG20B TLE2 CDK13 PDE4A NFYC IDI1 KLF6 NEO1 PMS2P4 IDH3G HYAL2 HEATR6 TFE3 TTC7A PSME4 PPP2R5B BCL3 TGFBR3 ATP1B3 HDHD5 ELP1 NUCB2 BUD23 TRIB2 CPSF1 PTPN18 NFATC3 DERL2 NDE1 IGF2BP2 TBX21 NOTCH3 TEAD2 EED DPP8 EIF4G3 ADD2 FSCN1 ACTB RAB7A EXOSC7 LRCH4 CAPZB JADE1 PIAS2 ARAF MLLT10 PAFAH1B3 KEAP1 CNOT4 HSP90AA1 MEF2C XPO1 KAT6A PDS5B CYLD RAB10 BCORL1 DNAJA1 FTL NLK ATXN7L3 AAMDC PTPN4 DYNLL1 KDM2B ERP29 LTBP4 BLVRB NDUFB2 STRN4 MUL1 FLT3LG CERS4 AARS1 TNRC6A PITPNM3 MYL6 HDAC6 ARCN1 SEMA4G WAC BRPF3 HSP90AB1 ITPR3 HNRNPH3 TMED1 FBXL19 HSD3B7 CIRBP MARCHF2 POLR2E MMP11 PATZ1 GCAT MICALL1 PICK1 TPTEP1 LMF2 RBFOX2 TXN2 SLC25A17 RBX1 EP300 AP4S1 CGRRF1 KIAA0586 GALNT16 SUSD6 ARHGAP5 GMPR2 NFATC2 ADNP RAE1 PSMA7 SLCO4A1 TM9SF4 ATP11C SMARCA1 MAGED2 RBM3 GLA ARHGEF7 SUPT20H INTS6 TSC22D1 NFAT5 NME3 PSMD7 MPG NME4 ANTKMT METRN RHBDL1 UBE2I GSPT1 GGA2 CTSH EIF3J NBN TRPA1 TRPS1 SPAG1 SNX16 EEF1D R3HCC1 KLHDC4 TULP2 GYS1 HNRNPL TLE5 NOVA2 TIMM44 OLFM2 AKT2 PIAS4 PRKD2 HNRNPUL1 BBC3 MEIS3 PTPRS LIG1 FAM83E PPP2R1A MAST1 KCNN1 ARRDC2 RAB3A USF2 LSR FKBP8 SCN1B GRIK5 WASL FBXO24 IMPDH1 EZH2 ANKMY2 BLVRA TMEM245 RIC1 LZTS2 MTPAP TASOR2 UBTF RNF43 RAD51C KPNB1 CDK5RAP3 CAMTA2 MED13 HOXB6 ENO3 PFN1 CHRNE CYTH1 DHX58 KAT2A VAT1 RND2 HDAC5 YWHAE PHF12 NFKB1 ELF2 GAB1 MTCH2 EHD1 KMT5B CCDC86 CEP164 MADD NAA40 P3H3 GLI1 MANSC1 DUSP16 DDX55 COPZ1 CHD4 COPS7A PHC1 SOD2 BAG2 E2F3 RPS12 PHACTR2 EPM2A SLC39A7 PHF1 QKI TFEB VEGFA NUDT12 CERT1 CLK4 ERGIC1 BNIP1 CNTN3 ACTR8 UBE3A KAT2B GNAI2 BBX ATP6V1A MAPKAPK3 FOXP1 EIF4G1 LMAN2L PIKFYVE GTF3C2 APC2 PCGF1 AUP1 HTRA2 USP34 CNPPD1 HDLBP STK25 QPCT PNO1 ORC4 AAK1 SUMO1 GRIN3B NFE2L2 BCL9 PARK7 AMPD2 CAPZA1 ASH1L LEPR SMG7 MYCL AKT3 ETV3 KDM5B RGS4 APH1A SLC2A1 RCAN3 RCOR3 STMN1 KMT2A SLC8A2 UBE3D PLAGL1 LDAH CCND2 SATB2 UBE2B CCDC92 ABITRAM CNTRL TRIM32 HDHD3 HSDL2 CSF3R ACYP1 ZC2HC1C ZNF410 HOXB5 HOXB3 PANK3 EPC1 CCDC77 ETF1 FAM53C KDM3B COIL TRIM25 TEX14 KCNJ8 ZNF211 RNF2 ZMYM2 PIK3CA POLK UBL3 MRPS2 ZC3H7A SHLD2 ZNF644 ZMIZ2 CBX3 HNRNPA2B1 CYREN DDX54 MED13L PRDX4 ADGRE5 WDR83 ATP7B NR4A1 IKZF4 AMD1 MORF4L2 BAZ2B RAP2C PLA2G12A OBSL1 PREX1 SDC4 SNAI1 STX16 PPP4R1L ATP8A1 USP22 WRNIP1 OARD1 TCP11 RREB1 SSR1 TMTC4 FAM193A HS3ST3B1 MBOAT7 SLC25A23 DTD1 RBCK1 STK35 MAX PRMT1 PRR12 AHDC1 PCNX4 FGFRL1 ADGRE2 F2RL3 UQCR11 CHTF18 SMARCA4 TUBA4A AKAP9 PTPN12 SGCE GAL3ST1 CDC42EP1 GAD1 ARHGAP22 INO80 ANAPC13 SHBG ATP1B2 KLK10 BCL2L2 NEDD8 PGAP6 ABHD17A GNL3L CDC16 XPO7 ATP8B3 ARPC1B FCHO1 UNC13A TRPM4 LAMA5 POMT1 UCK1 ZC3H4 SHFL DNMT1 PLXNA3 CASZ1 ZNF227 F12 TRAF3 HAUS8 LRRC4B DIAPH1 ACAP3 MAP1B RARA MCCC2 LIN28A EIF5A KDM6B DLG4 MMACHC DCTN4 TMCC2 SPART TPT1 TBC1D8B FAM104A SRRM1 MYO18B ZDHHC8P1 ACTR3B IPO8 AMPD3 BHLHE40 ROCK2 LDHA SOX5 PUM1 CARS2 SYNCRIP DNAJC14 MDM2 DYNC1LI2 STX6 DNAJB2 EPC2 USP44 DRAM1 LRCH1 SPRY2 BZW2 TTC5 SRSF1 VEZF1 SKIL HLX SMPD4 TXN KLF4 NIBAN2 TMOD1 CDK5RAP2 PRPF4 ANP32B APTX GRHPR TUBB2A NUMA1 ZNF280D ASCC1 IDH1 FAM117B SLC40A1 COX17 MNS1 BMP2K G3BP2 SEPTIN11 KIF21A SINHCAF C1RL INHBE POC1B RITA1 LNX2 TARBP2 MAP3K12 SBNO1 SETD1B VPS37B RBM26 GRTP1 REM2 DCAF5 ESR2 ANP32A HMG20A NCOA2 LINS1 SCAMP2 ZNF710 CMTM3 GAS8 C17orf80 CLTC C17orf64 IMPA2 SAT2 TMC6 RPTOR CEP131 CACNA1A SAMD1 NFIC TPGS1 VAV1 MVB12A DPP9 PGGHG SCYL1 LMTK3 ZNF787 PSMB6 NOSIP IGLON5 EPHA2 EFHD2 WDTC1 MOB3C MTF2 STRIP1 GPR161 POU2F1 USP21 ABL2 RGL1 ZNF687 ANP32E ARNT POGZ EIF2D UBAP2L CEP170 ITPKB GUK1 CNIH3 PYCR2 PPFIA4 PLEKHA6 PTPN7 HNRNPLL SLC20A1 RETREG2 CTDSP1 STK11IP MUC4 MARCHF6 PIK3R1 RASA1 PCYOX1L GFOD1 FAM193B ANO7 PNRC1 TBC1D32 SLC18B1 AIG1 PURB SSC4D TLK2 CCNB3 TAF1 EBP LACTB2 NFIB CRB2 ALAD ASTN2 POLE3 MED22 RPL7A GPR107 ZEB1 HERC4 GLUD1 ADD3 DGKZ SSRP1 MTA2 DSN1 VPS51 DIXDC1 DCP1B EIF4E MAGI1 TEX9 ADAM17 MZT2B SMPD4BP ATP5F1A SH2D6 GPR180 HHEX GGPS1 RAD17 ING1 CMIP KCTD15 CHD1 JPH3 ELOC MAGEC1 CNOT8 ZKSCAN2 CLIC2 MICU3 ADK DPY19L4 NAA11 RPGR KAT6B SEC13 ODR4 PAXIP1 SSBP3 GATAD1 DDX19B CREB3L1 C9orf43 BRAF AGAP1 UBXN11 CUL4B H2BC5 CDC25C ZFAND2B PPP1R15B TAGLN2 MIS18A GART ATP5MC1 RCAN1 UBE2Z HLCS ADPGK CYB5R1 UBR1 AMFR ISL2 EFCAB14 RGS12 NR2F6 PDXK GAB3 VAV2 C9orf116 SHKBP1 ZER1 SPTBN4 BRSK1 SIK3 S100A1 VPS11 ADAR UBE2Q1 GBAP1 PAQR6 LMNA IER2 VPS28 TONSL SQSTM1 CYGB ITGA5 ZNF653 EIF4A1 POLR3K SNRNP25 WDR90 TAL1 ZYG11B MATN1 TM2D1 NEXN TYW3 ATXN7L2 ARPC5 VANGL2 C1orf74 WDR26 H3-3A CGGBP1 LRRC58 TRIM46 SGO2 RYBP C4orf36 ABHD6 WDR43 ZDHHC3 DNALI1 IFT122 SFMBT1 METAP1 PLXNB1 APEH DUSP7 ARFIP1 NDUFAF2 RHOBTB3 RICTOR TENT2 CITED2 BRI3 YWHAZ VIRMA PDP1 FXN ZHX1 METTL27 BRWD3 INPPL1 PCF11 PKNOX2 NSD1 TSC1 FUNDC2 ABTB2 AMOTL1 BRD7 TRMT61A API5 STXBP4 ANAPC16 ZMAT1 PRKCB RIMKLB TMED3 HSP90B1 PLEKHA7 ZNF592 AP1G1 MARF1 PLK1 CLPX ZBTB39 NYAP1 SMAD3 MAP1A MBD6 CRK CDK12 MIDN ANKRD11 DHRS13 YIF1B PSCA KIFC2 MIS12 GHDC MLST8 SRRM2 RAB3IL1 BEST1 ENTPD3 POLR2J3 DNAJC7 IRF2BP2 BMI1 SEPTIN2 HR ATXN2L HEXIM2 SEMA4C GSTM4 SHOX2 INPP5D TMEM129 MECP2 DHRSX SLC25A6 CPT1C GPRIN1 ZEB2 HEXD LIMS1 HNRNPF ZNF768 PUSL1 NLGN2 YWHAG UBE2E3 NIPA1 USP38 GABARAP KRT8 IRF2BP1 ACYP2 TRABD HOXB9 USP32 PPM1D XKR6 MFN1 RLN3 CHD7 LURAP1 MRPL36 ZNF581 ASXL1 ZNF318 BCL2L1 CXXC5 BPTF CTPS1 RPS7 ZNF217 MTBP MRPL13 GNB2 AFF1 PPP1CA HCFC1 DMXL1 KDM2A MZT2A ZBTB21 VEGFB CCDC106 LRFN4 HOXB2 DDX23 ZBTB4 ZHX3 LIG4 GTF2IRD2B AKIRIN1 B4GAT1 CTBP2 DDIT3 ATG13 CHRNA7 TMEM70 RPS6KB2 EIF4E1B SSNA1 YES1 ANAPC2 CDC26 DNAJC30 LMNB2 WSB2 EFCAB5 TOB2P1 RPS6KA3 DLGAP1-AS1 PPFIA3 MAGEF1 TGIF1 SLC25A22 SAMD12 JUN CRACR2B POLR2L FLII TMEM187 GRB2 ARL6IP6 LCORL SH2B1 PLEC ERFE OPLAH RFLNA SMIM10L2A ZBTB7A CTC1 C3orf38 ZNF664 DAND5 GATA2 ZBTB18 EIF3J-DT ZBTB42 PCBP1-AS1 TIGD5 FIZ1 ZNF771 LINC02870 CCDC66 MCFD2 HARBI1 C11orf71 NRIP1 SSR4 FKRP POLR2A ZNF467 TMIE ANKRD62 MACIR RFX7 ZNF329 PRKAG1 TMEM259 GET1 TNRC18 IST1 MRPL41 UBA7 LDOC1 PRR34 MFSD5 SATB1 MAFA TMEM198B RBM10 TSPEAR-AS2 CEP63 CADM1 RUVBL2 DAZAP2 MEX3B KLHL25 TRMT12 DNAH2 PRKX LRTOMT OAF POU6F1 MAML2 SS18L1 TOP1MT CLCNKB JAG2 AP3M1 PURA NOTUM TNFAIP8L1 MAPK11 AHNAK2 SP1 ZFP36L1 PRAME IFIT1 MORF4L1 HDHD5-AS1 LEMD1 MATN1-AS1 BCL9L POLR1D PPP1CC NKRF SMIM29 ARAP1 PRR5 ZFP91 BCR ZNF395 TMEM216 AL162231.1 TET3 SAMD11 DNAJB13 PALM3 CYHR1 SBK1 SUMO2 HMX3 RTL6 TMEM120B FAM78B MSL1 CLDN4 S100A13 HMGB1 SYCP2 RPS2P4 FAM217B TUBB GTF2IRD2 SUPT3H PPP1R26 PRPF40A MME CACNA1H TCF4 ZKSCAN5 ZFP62 STRN3 ILRUN NHLRC2 AP2A1 ANXA4 IGF2R PCBP2 SYNGAP1 STMN3 PDGFA ZNF628 IRF1-AS1 HHLA3 ENTPD6 MCMBP ADH5 FCHSD1 KEL GRK6 ZBTB14 TFDP1 RPL23A TMEM116 ZKSCAN8 ZNF442 SPRED2 TLK1 C6orf89 CALM1 MAGEA1 ANKRD13B ECI2 CDC42BPB HMGN2 DENND4B C1orf174 DCLRE1A RNVU1-22 RNU6-268P INF2 CHIC1 DAXX BRD2 HLA-DMA PBX2 PRRT1 ZBTB12 MBD5 CSNK2B GPANK1 NFKBIL1 ATXN2 TMEM256 HMGN1 DENND1C SRRM2-AS1 SNORA57 RNVU1-18 RNVU1-15 RNU6-2 ZNF580 SYT3 DENND1B CCDC183 LBH ATF6B LINC01521 CSNK1E TSPAN4 GCC2-AS1 TTC41P C19orf38 VSTM5 ZBED1 CSKMT MSMP HOMEZ FRG1JP AC009403.1 LINC00339 ZNF579 MIR1208 PPP3R1 PPP2R2A C19orf73 FXYD7 XKR9 URAHP MIR1538 CD99P1 HRAT92 ATXN1L LINC00620 ZMIZ1-AS1 RFPL1S LINC01623 PROSER2-AS1 PLCG1-AS1 RBM26-AS1 POLR2J2 LINC01635 LNC-LBCS SNHG26 AC076966.2 RPL41 XIST HOXB-AS1 C9orf147 FTX AL589987.1 AC005532.1 MORF4L2-AS1 KLF3-AS1 RAP2C-AS1 ZNF687-AS1 SMG7-AS1 LINC00167 GTF2IP4 JRK LINC01135 ECI2-DT ZSCAN31 LINC01366 SMIM27 FAM21EP LINC00894 LINC01814 MYCBP2-AS1 LINC01134 INTS6-AS1 BCRP8 ELOA-AS1 Z97634.1 ZEB1-AS1 LINC01732 RGL2 AL359710.1 GFOD1-AS1 ZEB2-AS1 CD81-AS1 SNORD42B LRRFIP1P1 ARHGEF25 GPR199P FABP5P3 C8orf58 PRR34-AS1 PEG10 STMP1 KCTD7 WDR92 TMEM35B TPTEP2 UBE2V1 NEAT1 LINC01184 AP002026.1 AC044802.1 MEF2C-AS1 ZNF436-AS1 AC104596.1 CHCHD10 PRELID3BP5 RNY4 TRNP1 GRPEL2-AS1 AC023632.2 PKNOX2-AS1 STX16-NPEPL1 ZFP91-CNTF AP001107.9 NEDD8-MDP1 MIR9-3HG JRKL-AS1 CCND2-AS1 SBNO1-AS1 AC010186.1 YWHABP2 AC010186.2 KDM2B-DT ZBED6 PPP1R12A-AS1 CUX1 ATXN2-AS AC079313.2 SPESP1 BCL2L2-PABPN1 ARHGAP5-AS1 HIF1A-AS3 HIF1A-AS1 LINC02332 ZHX1-C8orf76 AC072061.1 AC098818.2 HSPB9 AC096734.2 LINC01229 LINC02252 LINC01976 SCRT1 MMP25-AS1 MIR193BHG TMEM256-PLSCR3 MIR4729 MIR4472-2 MIR4492 MIR378D2HG MIR4487 MIR4285 MIR3181 MIR3190 TSPOAP1-AS1 SRGAP2 RASSF5 SNHG25 MIR4766 AC025048.4 DNAH17-AS1 MIR497HG S1PR2 AC005759.1 KCNQ1OT1 AC008735.3 MAP2K4P1 ZNF559-ZNF177 TERC AC016727.1 RASL10B HMGB1P50 MILR1 MIR4466 ANKRD34A NUP153-AS1 ILRUN-AS1 FAM193B-DT H3-3A-DT WASL-DT PAXIP1-DT CYFIP1 TAF9 CASTOR2 NATD1 RNVU1-27 ZKSCAN2-DT MLLT6 NUDT18 RN7SKP175 ARHGAP23 UHRF1 MIR6835 MIR6821 GTF2IP1 AC243829.4 MIR6089 PCGF2 SRCIN1 RNVU1-28 SCARNA2 C11orf98 CCDC28A-AS1 CCDC163 LINC01144 ZNF548_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF548_TARGET_GENES SART3 RGCC NBN PLD3 CILK1 SCGB1D2 CAPNS1 KNSTRN PARP2 TAF1A NAXE ATP9B ATP6V0E2 ZNF433-AS1 TAF1A-AS1 STAG3L5P AC012447.1 HMGN3-AS1 STAG3L5P-PVRIG2P-PILRB CDKN3 ARL4A NCOA3 MCCC2 MORN3 TMEFF2 BMP3 NECAP2 C19orf47 TEDC2 CAMK2N1 SNIP1 ISLR2 KSR2 MBOAT1 XXYLT1 CLK3 TRAK1 FAM111B SVIP ATP6V0E2-AS1 C12orf73 RN7SL165P LINC00589 LINC00638 RPPH1 ZNF680_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF680_TARGET_GENES LAS1L BAD SKAP2 MYCBP2 ZNF263 ST7L CELSR3 RHOBTB2 CSDE1 TRAF3IP3 FYN LYPLA2 NME1-NME2 ZNF582 CENPQ ATP6V0A1 PEX3 CUL3 MYOM2 RPL26L1 MFAP3 RAI14 PHF23 LSG1 CTNNA1 LIMA1 RAD51 FNIP2 TRAPPC3 SDCCAG8 HHAT TBC1D22A FAM114A2 MTA3 GATB QSER1 CS APPBP2 PMS1 OAT SPEN KDM4A TP53BP1 KIF2A PFN2 MGAT4A KDM5A SLC24A1 GTSE1 CELSR1 ZNF638 PLD1 KLHL20 TPD52 TULP3 VDAC3 SCGN EPB41L2 RAB21 JMJD4 SEMA5B AK6 RAD54L TMED2 HUWE1 ALG6 KHSRP ANAPC5 TASP1 BLVRB SLC9A1 DNAJB11 TNRC6A PLEKHG2 MYO15A PITPNM3 ZC3HC1 TMEM101 PSME1 SCFD1 TMEM38B CWF19L1 ABLIM1 ERMP1 OCEL1 TOP3B LGALS1 SNU13 THOC5 CDK5RAP1 ATP11C MCF2 PGK1 FNDC3A ANTKMT KAT8 TRIP4 MTFMT BMF INTS9 NBN STK3 DCTN6 ASAH1 BNIP3L POP4 SIPA1L3 SMG9 RUNDC3B MTPN DNAJB6 BRAT1 SSBP1 PLOD3 ZNHIT1 ELAVL2 GLIS3 EXOSC3 RASSF4 DDX50 PSMD3 CBX1 SMARCD2 C17orf75 MLX PHF12 OCIAD1 FBXW7 RAPGEF2 MADD MVK IL23A TNS2 NUP107 HINT3 MED23 TRIM38 LAMA4 TBX18 HARS2 MAN2A1 GHR MRPS30 PFDN1 THG1L TTC1 SLC27A6 SEC24A TBCCD1 OGG1 STAT1 SLC25A12 TNR SCAMP3 SMG7 PLA2G4A RO60 UCHL5 MTR ZNF684 SSX2IP SLC35A3 IFT46 SGK1 UBE2B YIPF4 MXI1 WDR11 CENPL CCDC77 TNFSF11 KDM3B TNFRSF10B TRIM25 A1BG SPATA1 BBS9 KLHL7 DDX54 ACOT9 NCKAP1L SPATS2 TUBA1B MORF4L2 DNPEP ZNFX1 SNRNP27 AARS2 GTF2F1 TUBGCP3 KRT36 NSRP1 UXT BCL11B BEST3 MTERF1 ZNF780B ORMDL1 THAP10 FOXA1 DOHH EXOSC2 ZNF227 ZNF428 RFTN1 RPL27 TBC1D14 UTP3 ITGB4 DCAF8 MMACHC DSTYK SBF2 RRAS2 RNF122 COX16 MED6 SORT1 CEPT1 WDR36 USP30 MTO1 SNX14 PAN2 AHI1 REPS1 CPM KCNK1 ABCB10 ANKRD36 ZFHX2 TACO1 YAP1 NDUFAF1 LRRC49 RMDN3 DNA2 MYPN INTS14 GSTCD INTS12 ALG10 SCAF11 GIT2 CCDC65 TMBIM6 MAN2C1 TICRR ST8SIA2 MYLK3 KATNB1 KIFC3 ABCA8 CLTC TP53 EIF4A3 SMAD4 P3H4 FKBP10 SOD1 ITGB3BP MTF2 CTTNBP2NL NUF2 RGS5 PIGM TOR1AIP1 GABPB2 CEP170 SNAP47 FBXO28 ARF1 UNC80 ARL6IP5 CCDC39 CAMK2D SPATA5 SFRP2 RPL37 TSLP MEGF10 GFOD1 KLHL3 MMUT PNRC1 TMEM181 CREB5 TAF1 HMBOX1 REXO4 MINDY3 HERC4 FRA10AC1 VPS51 ALDOA MPP7 ARID5B BTBD11 UPF2 MFSD6 CENPJ DST BEND6 TIAL1 AP1S3 RABGAP1L ARL14EP C18orf25 DCLRE1C PFKM TCTEX1D1 SLC16A12 RAD17 MED21 SREK1IP1 CWC27 ADPRHL1 DNAAF1 ENPP3 ATP5MC3 MRPL39 ANKRD40 GRAMD2B DPY19L4 DRAM2 CCT8 BACH1 TIAM1 MALSU1 CACNA2D3 WDR19 AP3S2 PAFAH2 RNF207 PAXBP1 RCAN1 SNF8 RUNX1 PTMS ISL2 ACE EFCAB14 ZNF221 BSDC1 PDXK TLCD1 ADAR LY6K IER2 SQSTM1 PLXDC1 DBF4B RACGAP1 BCL6B SSTR5 TM2D1 RNF149 TIPARP SLMAP TMEM41A FAM160A1 TMEM184C EGFLAM NSA2 GFM2 SFXN1 COL1A2 SPIDR ALDH7A1 LETM2 NOL6 NEMF TMEM63C PDZD8 HPRT1 NOLC1 TRIM44 IFTAP PKD1L2 BEX3 GOLM2 PCLAF CERCAM VKORC1 SMG8 KMT2D NCKAP5L LENG8 ECI1 ABCA3 PLAAT5 GNG4 MPLKIP HEXIM2 STAT3 STX18 HNRNPH1 SNUPN PLEKHA2 LRRC45 CENPX ZNF212 ZNF282 HARS1 KCNS3 MSANTD4 NUDT6 C9orf16 ZNF318 WDR87 ZNF570 EPHX4 SLFN12 TEFM C5orf34 ZNF131 GTPBP2 TCEAL1 GPR137 XCR1 RGMB BBS1 B4GAT1 ALG10B UCP2 SUGCT AURKAIP1 THAP4 FBXO46 ZFAS1 GBA GRB2 DMAP1 BOLA1 ZNF354B PLEKHM3 GLDC P4HTM AURKB ZNF609 MAP6D1 NME9 ZNF875 CCDC149 PLCXD1 FES TTC3 HMGN4 LYSMD4 CTNNA3 ZNF530 ADAP2 PCGF3 PCYT2 MAPT EXD3 ERC2 COL4A5 LAMTOR4 FAM230G NOXA1 ADAT2 ZNF567 ZNF573 OTUD6A IL1RAP MPHOSPH8 ZNF569 IPO4 ZNF239 ADA FAM3C ZNF772 TBC1D9B LRP10 IPP GPX1P1 CDC42SE1 ZNF461 H4-16 ZNF181 INKA2 MYO1C LEKR1 HSD17B11 ZNF442 MTCO3P12 GPATCH3 MT-ND5 PNP CD247 LTN1 MT-ND4 SNORD104 RNU6-619P RNU4-2 LINC01562 C6orf99 EFCAB7 HLA-DOA BRD2 PSORS1C1 DHX16 TRIM15 PPP1R11 ZNRD1ASP AC008429.1 SAMD9 C21orf62-AS1 THUMPD3-AS1 RNU6-432P MIR570 MIR557 MT-TR MT-TH MT-TS2 MT-TL2 SNORD65C RNU6-788P MT-ND4L ERV3-1 FIRRE ZNF337-AS1 AC132008.2 OR1X5P KRT42P FAM66B TMEM242 TMEM167B CROCCP2 GAPDHP67 MIR1915 RNU6-1077P NUTM2A-AS1 LINC01422 HMGN1P4 LINC00863 JPX LINC01345 LAMA4-AS1 ENTPD1-AS1 LENG8-AS1 ERVMER34-1 EPS15-AS1 WDR11-AS1 LINC02585 WEE2-AS1 HMGN1P37 GSTA11P LINC01036 LRRC37A6P KLHL7-DT LINC02541 LINC00271 MANCR COA6-AS1 FAAHP1 LINC02043 SMG7-AS1 RPL30P15 NKAPP1 SPATA17-AS1 ZNF879 ZNF736 TSPEAR-AS1 APOA1-AS GPC5-AS1 CBR3-AS1 LINC02567 GFOD1-AS1 ABCA17P RBM14 RPL32P27 NME1 RN7SL567P MUC20-OT1 MRPS31P5 TTC4 DEFB109F AC090061.1 STX18-AS1 RBM14-RBM4 RPS4XP20 LINC01596 FAM160A1-DT RNU4ATAC11P RNU7-143P IGHV3-6 PCDHGA8 UTP14C LINC02696 OR5D2P AP001107.9 CYP2A6 LINC02366 BCDIN3D-AS1 AC011921.1 MIR762HG LINC02846 CISTR AL118516.1 SSTR5-AS1 LINC00662 MIR4505 GLUD1P2 MIR3143 LINC00668 TXNIP MIR4519 SNHG25 MIR5695 ITM2BP1 AC061992.2 ZNF582-AS1 AC006504.5 AC021683.3 A1BG-AS1 ZSCAN16-AS1 AL390955.2 AC026979.2 AL353135.1 OR13Z3P RBAKDN TAF9 APONP AL034550.2 CHMP1B2P NR2E3 BTG3-AS1 CCDC163 AC005622.1 SUPT20H_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SUPT20H_TARGET_GENES DPM1 LAS1L POLDIP2 AK2 VPS50 NDUFAB1 DHX33 CIAPIN1 SPPL2B AP2B1 ZNF263 PHTF2 TRAPPC6A ST7L TSR3 DNAJC11 JARID2 CDK11A MED24 FAM76A SPRTN NME1-NME2 MKS1 AKAP8L BRCA1 CALCOCO1 PSMC4 POLA2 ZC3H3 MDH1 MNAT1 AQR ZDHHC6 ERP44 NR1H3 NCAPH2 B4GALT7 SNX1 SLC39A9 NUP160 CENPQ ALG1 ABCF2 PEX3 SH3YL1 ZZZ3 NSUN2 LSG1 AP2S1 CTNNA1 HSPA5 C12orf4 NOP16 CLPTM1L MSMO1 MRTO4 ATG5 POLR3E NDC1 GATB WNK1 SFSWAP SPHK2 RPL18 ISOC2 HAGH TNPO3 BORCS8-MEF2B RFXANK SUGP2 TAF11 PDE4A POLR1H ZBTB11 LRRC40 DNTTIP2 RRP15 COASY IFT80 SIRT2 SMG6 PTPN21 RAD18 RPL31 ING3 BUD23 TCF3 CPSF1 PRKACA KDM5A SLC24A1 TIMM21 VPS9D1 FRYL MKRN2 PTPN23 KLHL20 NT5C2 XAB2 MAP2K7 EXOSC5 DYNC1I2 LRCH4 XRCC5 SENP1 CIC DNM2 MOK NDC80 UBA5 JMJD4 PHLPP1 WDR70 NFE2L1 PALB2 KAT6A ITGAE NUFIP1 SLC27A5 ZMPSTE24 WBP11 AGBL5 MTIF2 POMGNT1 NFX1 IPO11 MRPL28 TMED2 ACOX3 NLK OGFOD1 NOP14 ERGIC2 RFX2 CNOT3 KHSRP PDRG1 COQ9 MAPKAPK5 ANAPC5 DZANK1 SPTLC1 CCNK RGS1 MUL1 PDCD7 DNAJB11 GNPTG ZNF268 GOLGA3 USP48 TXNL1 ALKBH5 SPAG7 ZC3HC1 TMEM101 PPP2R3C HNRNPC HDAC6 CDC23 AAAS PSMD5 CWF19L1 NUBP2 CDC5L HNRNPH3 IFT74 RAB18 FBXL19 ATP5F1D TRMT2A RANBP1 TOP3B HPS4 SRRD TOMM22 LMF2 RHBDD3 TXN2 GRAP2 TNRC6B IFT27 PHF5A ACO2 RBM23 PRMT5 TIMM9 KIAA0586 AHSA1 SPTLC2 CEP128 ERH ZFYVE21 PABPN1 PRORP DCAF11 UQCC1 PRPF6 SAMHD1 IDH3B CDK5RAP1 PXMP4 CHMP4B ACOT8 METTL4 CDADC1 MRPS31 TSNAXIP1 NFAT5 SLC7A6OS NAGPA MTHFSD UBE2I DNAJA3 STX4 TRIP4 TMEM87A BMF CSPP1 BRF2 INTS9 EIF3E ARMC1 EEF1D MTMR9 HNRNPL NFKBIB PPP1R13L TRMT1 CCDC130 PPP6R1 POP4 DYRK1B GPI YJU2 CACTIN HNRNPUL1 MRPL4 CYTH2 SYNGR4 RAB3D TMEM205 PPP2R1A WDR83OS GCDH LENG1 PRPF31 TFPT COPE DDX49 ARMC6 GTPBP10 DNAJC2 POLR1F HBP1 TTC26 H2AZ2 SSBP1 PTCD1 FBXO24 RBM28 USP42 LSM5 PLOD3 ZNHIT1 PHF14 TMEM106B CHCHD3 TMEM245 EXOSC3 PPP3CB NPM3 GBF1 ANKRD26 GTPBP4 SMC3 TUBD1 RPS6KB1 RECQL5 PIGL RNF167 SLC25A11 CCDC47 DRG2 C17orf75 LGALS3BP EFTUD2 PRKAR1A TNFAIP1 IFT20 PHF12 DCUN1D4 GAR1 TBC1D19 ELP4 VWA5A SNX15 FOXRED1 CCDC86 ANAPC15 SOX6 C11orf58 RPS13 HPS5 GTF2H1 PRPF40B CD69 KCTD10 MVK CAMKK2 ATP5F1B MAGOHB RAD51AP1 OGFOD2 DDX55 COPZ1 RAB5B NUP107 KRR1 CDCA3 RAB35 TDP2 SAYSD1 MED23 ACOT13 HBS1L SLC39A7 BYSL MRPL2 APBB3 IK HMGCR TTC1 RAD1 BRIX1 NUP155 PPWD1 TCERG1 HMGXB3 SMC4 TBCCD1 CRBN NPRL2 RPL24 CYB561D2 NCBP2 MRPL3 COMMD2 SF3B6 CENPA EIF2B4 SNX17 INO80B TTC31 NDUFS7 WDR75 CCT4 MOB4 HSPE1 PNO1 ARID3A CAPZA1 ARHGEF2 SMG7 SRSF11 ZBTB17 TMEM9 ADPRS EXOC8 C1orf109 RLF RBBP5 PRDX1 DARS2 DHDDS NSL1 KMT2A NDUFB3 GTF3C3 INVS ZBTB45 FCF1 AREL1 TTLL5 ALDH6A1 SUPT7L FAM98A GPAM C10orf88 WDR11 KANSL1 CENPL NUDCD1 ENY2 CCDC77 PROSER1 NFYB COPS5 SLC35B1 FAM117A LIAS GTF3A MTERF4 RPL5 ECD RBM19 CDKN2C WDR83 CENPK TSFM KBTBD4 EXOSC9 PIGT ZNFX1 MOCS3 STX16 MCEE SNRNP27 MPHOSPH10 ZNF576 MRS2 SNRPC MED20 NUP153 EMC3 LRRC29 GRK4 MED1 RPL23 TRIP10 GPR108 PSMF1 CHURC1-FNTB GDF5 EIF2S2 CEP250 TMEM115 XRCC3 PCID2 RBM42 PRMT1 PRRG2 DNAJC8 EMG1 NUP214 CANX TRAF2 ATP13A4 YEATS4 EMC1 SLC35E1 WDR24 METTL25 EMC6 PMS2P3 PEX1 RBM48 EMC4 PRKRIP1 CCNT1 ILF3 NGDN ERMARD TOMM40 SAFB2 RPL36 GTPBP3 LSM7 YIPF2 TMEM160 MED18 PPIL4 AAR2 RBM39 ZNF141 HACL1 NR1H2 PSME3 VPS25 NDUFA2 ANKHD1 FBXW9 RFX1 DCAF15 CCT6B EEFSEC TMEM128 UTP3 H3-3B UNK ERAL1 PRMT7 POLR3F IGHMBP2 MMACHC ZSWIM3 DCTN4 USPL1 PEMT DSTYK GPALPP1 KMT5C WDR74 PDZD2 SLC2A11 LARS1 CCDC59 DPF2 ERG28 NUMB COX16 MED6 WNT2B LAMTOR5 NAPG TIMM17A FBH1 ANKRD16 ACP2 CDCA8 ERCC5 STT3A WDR36 UBQLN1 USP30 TMEM60 MAP3K7 NAT10 ITGA7 BLOC1S1 TSPAN31 HNRNPA1 CCDC142 MRPL44 C2orf49 PWP1 NMT1 TACO1 DCAF7 KAT7 NDUFB5 MRPL47 SMPD4 PSMB7 RANBP6 PLAA APTX SPAG8 RPS6 KLC4 TCF19 VARS2 C6orf52 CCDC90B RAB30 RNF121 NDUFAF1 GTF2B PPM1B PREB LRPPRC FAM149B1 INTS14 ZGRF1 COPS4 NUP54 GSTCD INTS12 ALG10 TMTC3 VPS33A DENR CUL4A MAN2C1 POLG ABHD2 TICRR UNC45A SEC11A DHX38 TXNL4B KATNB1 MED9 RANBP10 RPTOR SLC39A3 NFIC FEM1A DPP9 CCDC97 ERVK3-1 TIMM29 EVI5L FAM71E1 RPS11 NOSIP ZNF614 ITGB3BP STRIP1 POU2F1 NUF2 RGS5 PRCC RRNAD1 MRPL24 ISG20L2 HDGF TOR1AIP1 ZNF687 TARS2 ENSA MRPL9 OAZ3 EIF2D HAX1 ILF2 ACP1 SNAP47 NVL WDPCP HSPD1 SUMF1 COPS7B FANCD2 CCNA2 ROPN1L RPL37 GIN1 PPIP5K2 ATG12 G3BP1 BOD1 FARS2 CDKAL1 ZMAT2 MMUT ABT1 RPL7L1 DYNLT1 C7orf50 RBAK PURB NIPSNAP2 TMEM209 SNX12 HMBOX1 POLR2K WDR31 REXO4 GTF3C5 LRSAM1 DNAJB12 LRRC27 PPRC1 BTBD10 IMMP1L TUT1 C11orf49 HIKESHI TMEM138 MRPL49 FAU VPS51 PIH1D2 NKAPD1 ABCB9 UBE3B SRFBP1 TMEM18 NDUFC2 NUBPL VIPAS39 CDC123 VTI1A QTRT2 AMN1 MZT2B MGAT5 PFKM SPEF2 SAR1B SREK1IP1 CWC27 RANBP2 ADPRHL1 UBP1 RPIA ENPP3 MIA3 BUB3 ELOC MRPL39 CCDC174 DPH3 OXNAD1 CXXC1 ATP6V1C1 TRMT44 SLC25A28 FAM126B N6AMT1 SUPV3L1 EEF1A1 KAT6B NSMCE2 GALK2 BUB1B PDE6D SEC13 FZD1 ST3GAL2 AASDH AP3S2 C12orf43 MITD1 AHCYL2 B4GALT5 RNF166 ZNF276 CCAR2 MIS18A CFAP298 ADPGK CELF3 UBR1 ZFYVE28 ATAD3B SSU72 CCDC58 WDR4 NDUFV3 CFAP410 FAM207A MED27 SAFB CHTOP FLAD1 ADAR CRTC2 FDPS CCDC12 RECQL4 LRRC14 PSMC2 AP2M1 ABCF3 PCYT1A U2AF1L4 SAP30BP TMEM143 EMC10 SPC24 EIF4A1 SPSB3 CLPB MAGOH NOL9 LZIC PEF1 VANGL2 C1orf74 RBM15 MRPL55 PUS10 PEX13 TYW5 MAIP1 SMARCAD1 LYSMD1 SCNM1 HELQ MRPS18C CGGBP1 TMEM183A TRIM46 KRTCAP2 CHCHD4 CCDC191 RPL9 U2SURP SLC4A1AP KIAA1143 KIF15 WDR43 TPRA1 TMEM41A BAP1 ICE1 TIGD6 NSA2 GFM2 DAGLB ZNF12 RAD21 FMC1 WASHC5 NDUFB6 VCP STOML2 SKA3 TMEM63C KBTBD6 NUDT5 PRPF18 GHITM BMS1 STK32C TRUB1 ZFYVE1 PSMC3 RPUSD2 ALKBH3 COPS2 NUDT13 TPP1 USP54 IFTAP TMEM41B ZNF143 TK2 IQCD HSP90B1 CIAO2A PCLAF DCTN5 NEMP1 MRPL16 NUDT21 TRUB2 COQ4 CCDC103 SP2 FBXO22 CDK12 DUS2 TEPSIN RRM1 IRGQ ZNF668 ZNF646 SMG8 RAB8A GATAD2A MVD ANKRD11 PROSER3 PSCA UBXN6 HDGFL2 GLOD4 ATP5PD MLST8 KCTD5 STIP1 HEXIM2 STAT3 LDLRAD4 TMEM208 DNAJC21 STX18 DDX19A LMAN2 MRPL1 SLC33A1 SIN3A METTL15 SPNS1 BTD SF3B5 CHRNB1 PWWP2A PDCD6IP DNAJC18 TRIAP1 KIAA0232 TMEM43 RNF139 NDUFA3 OSCAR TRMT61B NAIF1 FAM98B ZNF581 ZNF561 CAMTA1 MRM3 RPS7 FRMD5 DRC3 EIF2AK3 MTBP TEFM MRPL13 BPGM GTPBP2 BANP RAD9A HOXC5 DCAKD RELA FAM222B MRPL57 COMMD1 MAP3K11 ZNRD2 CCDC106 NMNAT1 RCE1 JUP ZNF791 FBXO45 C16orf91 SELP CTU2 PIGG DDX23 RALGAPA1 C12orf76 BBS1 LARP7 PDE12 CATSPERD GK5 VCPIP1 ZNF654 ZNF408 ARHGAP1 BANF1 EIF1AD EIF3F ALG10B MRPL48 TMEM70 LINC00476 RPS6KB2 TOM1L2 ZNF77 AURKAIP1 RUVBL1 SLC35A4 SSNA1 TMEM39A MYPOP RTTN ANAPC2 EID2B DNAJC30 ACSF3 FAM91A1 PXMP2 NFATC2IP POLE TIMM22 ZFAS1 PIDD1 ZNF491 RPLP2 HASPIN ACAD9 HNRNPA0 AP3S1 DMAP1 BOLA1 ZFAND2A FAM220A PER1 RAD23A SHARPIN CIITA MAF1 PIPOX PUF60 DCTPP1 PSTK FAHD1 MYLPF EMC3-AS1 KCTD2 SLC25A42 EHMT1 POLR2A MRPS23 TMEM259 ERCC6L2 CYB5D1 C8orf33 GLRX5 TSKU ZNF721 SRPRA EWSR1 C12orf60 NAA38 LINC01547 DDX41 CCDC159 SF3A3 TBL3 ADAP2 SCFD2 TSSC4 COPB2 THAP7 ZFP1 NDUFA12 DYNLT2 NOC4L SIVA1 INTS5 FAF1 DDX51 RAB11B MRPL30 SEPTIN7P13 SP1 MRPL40 PMEL ZBTB3 ANKFY1 CXorf38 WDR53 LAMP1 ZBTB6 CIDECP1 ZNF17 TMEM222 NF2 TPCN1 ZKSCAN4 TMEM203 SECISBP2 MCRS1 FAM122A PMS2CL ZNF490 TUBB4B CENPP SRSF10 NBR1 NDOR1 NHLRC3 ADAT2 BLOC1S3 HMGB1 ZNF79 NIF3L1 IARS1 POM121 LONP1 PIK3R4 IPO4 XRCC2 AP2A1 METTL9 PCNX3 ABCB8 C1D ZNF165 MRPL21 RAB40C RPS26 INKA2 SPG7 RPL12 NOL8 ZNF84 QRICH1 DDX42 RPL23A GET3 ZNF26 NBR2 TMA16 MAFK COPS8 CEP290 MTCO3P12 GPATCH3 ZNF830 MTOR OPA1 LTN1 MT-ND1 SREBF2 RNVU1-6 TATDN3 CENPW EFCAB7 ARRDC1-AS1 GPRIN2 RXRB RNF5 AGPAT1 STK19 DXO CCHCR1 PRR3 ZNRD1ASP MRPL53 C12orf73 PSENEN E2F4 AC004980.1 LIN52 AL359878.1 KLRC2 CFAP99 SNORD12C MT-TL1 MT-TF MT-TP SELENOH MT-RNR1 TSN ZNF580 HEXA NDUFS3 RPS29 GTF2H4 LIPE-AS1 TAX1BP3 GANC SMIM7 LYRM4 FAM187A IFRD2 TOMM6 SEPTIN7P2 PHB2 AC141586.1 C5orf49 RPL17-C18orf32 TMEM242 CROCCP2 CKLF FAM228B RNU6ATAC PPP3CB-AS1 FAM185A MIR1538 VPS52 LAMC1-AS1 LAMTOR5-AS1 NDUFAF8 HMGB3P22 AL606760.1 SRRM5 WDR11-AS1 WEE2-AS1 SATB1-AS1 ZFAND2A-DT PET100 TPI1P2 THAP7-AS1 GTF2IRD1P1 ZNF341-AS1 RPS18 LINC02642 ZNF687-AS1 SMG7-AS1 AC016876.1 NKAPP1 LINC01719 RPS28 EIF2AK3-DT LINC01952 MAPKAPK5-AS1 JRK PEF1-AS1 PRMT5-AS1 CAMTA1-DT LINC01409 RNU7-27P NME1 MRPS17 AC091390.3 ACAD11 PPIL3 ISY1 ATP5MF MRPL20 AP5Z1 MRPS31P5 RPS26P28 WDR92 TMEM199 TMEM141 RNF139-AS1 SEPTIN7P14 RAB30-DT ZNF84-DT AC096746.1 SNHG10 AC090061.1 GPRC5D-AS1 STX18-AS1 BCKDHA ATP5MF-PTCD1 AC046134.2 ZNF564 PDCD6 MRPS31P4 LINC02145 ROPN1L-AS1 ABCA11P RNU6-231P AC023632.2 AP002495.1 CHMP4A CKLF-CMTM1 MPV17L2 BORCS8 STX16-NPEPL1 ANKHD1-EIF4EBP3 AP003119.2 CHMP1B KLRC4-KLRK1 ZNF225 AP001160.1 GATC AL132780.1 CNPY2 OR5BJ1P CHURC1 RTEL1 NDUFC2-KCTD14 AL050341.2 ZNRD2-AS1 AC099778.1 HEXA-AS1 SNAI3-AS1 FBXL19-AS1 Z83847.1 AC005837.1 AC124068.2 GAN AC012184.3 ISY1-RAB43 DHX33-DT CORO7 NFE2L1-DT MIR4538 MIR4526 MIR4507 AC018521.5 CFAP298-TCP10L RPL17 SEC22B FSBP MIR4279 MIR4479 AARSD1 ILF3-DT ZNF561-AS1 NDUFA7 AC132192.2 RAB11B-AS1 NCBP2AS2 HSPE1-MOB4 AL390955.2 AL451050.2 POM121C GTF2IP13 PPP4R3B-DT GTF2IP20 GAR1-DT DCP1A RBAK-RBAKDN CWC25 NOL12 INO80B-WBP1 MIR4727 RNU11 PPP4R3B NUDT18 RN7SKP175 RN7SL1 AL354696.2 FLJ30679 CCDC163 GTF2IP12 ZNF555_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF555_TARGET_GENES CEACAM21 RB1CC1 RFC1 QSER1 CTNNA2 GLG1 PLA2G15 KAT8 MTFMT TGFB1 PLA2G4C GALNTL5 LIPA TTC1 TNFRSF10B AKAP9 EXOSC2 SNAP25 MTO1 CDK4 GIT2 CCDC65 UTP4 TRIM55 ALDOA AP1S3 MED21 SLC6A1 C1orf87 NOL6 SCN3B ATP9B VPS39 SLC22A11 SLFN12 GXYLT2 PPP1R42 AURKB FES SPATS2L BORCS6 ADA ZNF675 RNU6-386P TRIM15 COPS5P1 OR1X5P FAM177A1P1 YAP1P1 RNU4-62P H3P44 MTND1P14 SDAD1P3 ASS1P5 RPL36P2 MORF4L1P5 TPM4P1 GLRX5P2 LINC02634 PRAMEF29P LINC01641 JAZF1-AS1 SOX9-AS1 ZNF863P RPL32P27 PPATP1 ARPC1A FABP5P3 KRT18P45 ZEB2P1 RNU6-1003P LYN LINC01485 TRAV15 LINC00581 TET1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TET1_TARGET_GENES NFYA SNX11 CFLAR IBTK TMEM132A ELAC2 PROM1 CDK11A SEC62 SPRTN NCAPD2 AGPS VEZT SNX1 BCLAF1 ZCCHC8 CUL3 ZZZ3 TUBG2 RPL26L1 AGA EDC4 SPDL1 CTNNA1 OFD1 PREX2 ATP6V1H C12orf4 SIKE1 MRTO4 MCOLN3 RC3H2 GDI2 PPP1R12A MON2 VMP1 HAGH ADAT1 TBC1D22B NFYC MTFR1 MYO9A ROGDI COASY IFT80 TRPC7 LRP6 PHRF1 BUD23 PDE8A MAP3K13 NUP37 RASAL2 FRYL MCM6 NFKB2 UBE2A SMC1B VDAC3 KIF22 CARMIL1 DDX1 HSPB11 WDR70 BZW1 C5orf22 FAM135A XPO1 LYRM2 TNPO1 STARD7 AKR1B1 ATG16L1 RAD54L ZFAND6 HUWE1 NOX4 NOP14 ERGIC2 PDRG1 KIZ MAPKAPK5 RBBP9 ANAPC5 FXYD5 SPTLC1 TXNL1 G2E3 SEC22C CDC6 PSMD5 IKZF5 EFHC1 SIRT1 HNRNPH3 ANKRD54 TOMM22 FBXO7 AP1B1 RPL3 EIF3D TNRC6B VTI1B TIMM9 KIAA0586 SIX4 EIF5 MTHFD1 YY1 UQCC1 PFDN4 NKAIN4 TM9SF4 KIF3B POLA1 CAB39L MRPS31 TSNAXIP1 CLCN7 UBE2I GSPT1 ZNF174 MAZ MTFMT TTC23 MYEF2 CSPP1 RIPK2 SNRNP70 DKKL1 TRMT1 CCDC130 PLD3 RPS19 CYTH2 CARD8 BCAT2 RPL18A PIK3R2 CRTC1 AGFG2 MEST TLE4 ABHD17B TRDMT1 SFXN3 CUL2 CASC3 DHX40 RNF167 SLC25A11 DRG2 SMARCD2 C17orf75 MRPL27 TMEM33 MANBA CLCN3 DHX15 TBC1D19 NCAPG SC5D BIRC2 PDHX PPFIBP1 ASIC1 IL23A PTGES3 MAGOHB ITFG2 PRR4 OGFOD2 RFC5 CAND1 MRPL51 COPS7A TDP2 RWDD1 HDDC2 MTRF1L MAPK14 SRSF3 CCNC COL9A1 MED23 ACOT13 SLC29A1 HMGCS1 DROSHA PDE4D RAD50 IL5 TRIM23 C9 SMC4 CRBN BCL6 ARL6 PCCB RPL24 IQCG NKTR DNAJC27 CENPA PPM1G GCA NDUFS7 PECR ATF2 THADA NFE2L2 CACYBP TMEM59 WDR77 ATP5PB SWT1 MFN2 RO60 CTH WARS2 SDHB GPR89A PRPF3 PRDX1 PIK3R3 NEK2 NSL1 TXNDC12 CHRNB4 FBXL5 RBM25 ZNF410 SMNDC1 WDR11 MRPS14 TAF12 ETF1 SERP1 PLS1 NR2C1 ARL1 TARDBP COPS5 AKAP1 COIL PYROXD1 PEX16 TMEM39B OCRL RPL5 DNAI1 LRP1 STIL HJURP TTC21B EXOSC9 SSR1 RPP40 TMTC4 GRK4 MRPS7 GGA3 TRIP10 PSMF1 TMEM115 UROD IRF3 INTS11 EPS15L1 METTL25 STYXL1 RIBC2 STRIP2 KLHDC10 MIS18BP1 ASH2L GTPBP3 RTN4IP1 QRSL1 RSPH3 ZC3H4 ANGPTL6 NOL11 RBM39 COX7B RPL27 PSMC3IP FMO5 LANCL2 VPS13B PCED1A DCAF8 CASP9 ATP8A2 HSPBP1 SLF1 TMEM254 CCDC59 ZFC3H1 ARF3 RPS15A RELCH BTF3L4 FADS2 TMEM258 NREP WDR36 NAA35 TSPAN31 PAN2 LTV1 PKIB CCT7 COG2 PIGC LAMC1 WASHC4 CKAP2 TNS3 IREB2 TACO1 MARCHF7 TANK ABI1 GARNL3 MRPL50 TSTD2 TRMO NCBP1 MYC RANBP6 SPAG8 ARHGEF39 RPS6 TFAP2A TJAP1 PGBD1 CREBZF SDCBP NEK1 ALKBH8 NDUFAF1 HAUS2 PARP6 ITPKA KYAT3 RAB1A RPS24 TMOD3 PPCDC ZGRF1 ALG10 PPFIA2 NEDD1 SLC15A4 DENR TMX1 PTGR2 WARS1 SORD ETFA ZSCAN32 GAS8 RANBP10 PCTP SCRN2 SSH2 PTRH2 RPRD1A OSBPL1A SMAD4 SLC39A3 MVB12A DPP9 SAE1 ZNF614 KIAA0319L MTF2 CTTNBP2NL STRIP1 GPR161 TIPRL NUF2 RGS5 TOR1AIP1 HMCN1 TARS2 EIF2D SCCPDH CNIH3 TPRKB UBR3 SPAG16 ANKMY1 GMPPA GASK1A CAND2 ADPRH EIF2A KLHL8 RPS3A SKP2 ARHGAP26 FBXO38 ZNF300 KLHL3 TRIM41 TNFRSF21 MMS22L SHPRH ARMT1 CDCA5 MDH2 TMEM209 AGBL3 NONO TATDN1 NFIB GTF3C5 LRSAM1 LIN7C ARFGAP2 SLX4IP TAOK2 GPM6A FSIP1 CCDC83 PIH1D2 NKAPD1 DHX37 CSNK1G3 SRFBP1 TMEM18 NCAPD3 TEX9 KIN CENPU SPC25 POC5 TADA1 ZNF547 TRIM36 MED21 SRP19 CENPH BANK1 DAB2 SMARCA5 CYRIB ENPP3 UCHL1 XPC DPH3 OXNAD1 EME1 GTF3C6 PI4K2A ZFYVE27 PDIA4 TMEM237 RNF20 RMND1 DPY19L4 USP16 CCT8 SFR1 NPTN SAMD8 GALK2 EIF4A2 BRPF1 GATAD1 FCSK HYDIN TAB3 WDR19 DZIP1L CUL4B H4C8 CNOT11 COPG2 ELK4 EDA RAPGEF6 RCAN1 THEM4 NAE1 G6PD CFAP410 C19orf47 PCSK7 FDPS JOSD2 LARP4 SYCE2 MED11 EIF4A1 RPL29 ZFPL1 COA7 NEXN AGL C1orf74 MEMO1 TYW5 MAIP1 DCAF16 TMEM169 TMEM79 CWC22 SNHG16 PPM1K ERICH6 TOPBP1 ZMYM6 PIGX METAP1 H2AZ1 LMBRD2 ADGRV1 GRPEL2 ARSK GPX8 RICTOR NSA2 GFM2 PTTG1 CAMLG RAD21 TNFRSF11B OXR1 GEM FAM219A NUDT2 METTL2B SVEP1 GAPVD1 SKA3 ATP5F1C BORCS5 BMS1 CPSF2 CACNB2 AMN POLL ALKBH3 COPS2 SMPD1 USP54 TMEM41B CENPV AP1G1 FAM111A NAV2 HDHD2 CDK12 TRIM68 PPP2R3B TPM4 TTYH1 DNAAF3 CHAF1A GLOD4 HSD11B1L BSCL2 SAC3D1 SF1 KIAA1586 RNF187 ZCCHC4 PCMTD1 POLR3D FEN1 STX18 LRRC28 HNRNPH1 UPF3A CSNK1G1 FAM110B SLC50A1 CLIC4 CCDC8 ZEB2 NFU1 SPNS1 UGP2 ONECUT1 NANP USP47 HSPA4 ATF7 CHCHD7 RPS9 DNAJC24 DCDC1 LRRC8E PKIA TADA3 ATF7IP MRM3 RPS7 ZNF554 CALB2 PAIP1 ZNF131 TP53RK AFF1 BANP TMEM217 CFL1 RNASEH2C MRPL57 MICOS10 MOB1B TOMM20 CNP CEP19 ZDHHC24 LARP7 CNIH2 NDUFA11 KCTD13 ZIC4 ATR TMEM9B CCDC14 LINC00476 RPS6KB2 AURKAIP1 CALCB JAKMIP2 RTTN DNAJC30 WDR25 RMDN1 TYMSOS NFATC2IP POLE TIMM22 CSTF2T GRB2 IMP3 DMAP1 PPP1R42 ZFAND2A NSUN3 DHFR2 TAF7 AURKB C14orf39 ELMOD2 SHARPIN LACC1 PIPOX PDXDC1 PUF60 ZNF771 PSTK FAHD1 YOD1 LRRC57 NPM1 MRPS23 ZNF329 C5orf24 PRKAG1 SNRPE TDRKH ERCC6L2 RGMA NTM RPL35A NAA38 SMDT1 RUVBL2 DAZAP2 SELENOF NDUFB1 TTC32 DNAH2 UBE2F COPB2 NDUFA12 IMMP2L KIAA0825 PARPBP ANKFY1 ZNF829 THNSL1 TRIM69 RNPC3 ZNF529 TMEM222 PDZD7 ZNF286A HAPLN4 GPR89B TUBB4B CFAP77 SRSF10 SUMO2 ZNF548 NDUFA4 PLAC9 TSPYL1 ACADSB POM121 ZKSCAN7 INCA1 PTPN1 EPHB4 TSC22D2 TRAPPC2 ZNF782 ZNF846 TCF4 ZNF136 ZKSCAN5 TOMM7 ANXA4 ZSCAN25 ZNF675 SIPA1L1 PIGN RPS26 RPL12 ZNF335 ZNF544 QRICH1 RPL23A YTHDF2 C6orf89 TTC37 EIF1AY CTR9 RPL10A SELENOT SMG5 MIR129-2 EFCAB2 TATDN3 SKIV2L NELFE LSM2 ABHD16A ZNF805 ABCF1 TBC1D8 AC008429.1 DCTN1 LCMT1 TMEM200C MIR320A SELENOH TAS2R14 QTRT1 CHUK RBMXL1 ZNF337-AS1 LIPE-AS1 AC019080.1 PEX26 VPS16 MTMR9LP ZBED8 CPTP DNAJC27-AS1 SMIM13 PLA2G12AP1 LINC00237 BAZ2B ATE1-AS1 WDR11-AS1 AC064807.1 ZFAND2A-DT TMEM254-AS1 HSBP1 MORF4L2-AS1 WARS2-AS1 TMEM44-AS1 PRH1 TRAF3IP2-AS1 GPX1 ZNF529-AS1 RPS28 LINC01952 MAPKAPK5-AS1 FOXP4-AS1 AL031727.2 AC002310.1 AC127070.1 HAND2-AS1 RGL2 FAM200B AC008040.1 ERICH6-AS1 LINC02029 ARPC4 ARFGAP3 INHCAP PCDHGC4 ZNF487 TMEM199 BDNF-AS LINC01184 SEPTIN7P14 AC011346.1 OIP5-AS1 STX18-AS1 NR2F2-AS1 AC046134.2 ARPC4-TTLL3 AF117829.1 UCHL1-AS1 VPS13B-DT ZNF260 TMEM9B-AS1 AC005324.3 TRAPPC2B CNPY2 ITFG2-AS1 UBE2F-SCLY AC009119.1 AC007114.1 TXNIP GATA6-AS1 NCOA4 ZNF793-AS1 ZNF850 ZNF224 NDUFA7 AP001462.1 IKBKG AC010359.2 MICOS10-NBL1 TERC AC104109.2 AL589740.1 AL035530.2 CFAP206 PPP4R3B-DT STAG3L5P-PVRIG2P-PILRB NATD1 PPP4R3B SYNRG H3C11 TUBGCP5 RNVU1-2A H4C2 MRPL45 AL845472.1 ERICD MPP7-DT GTF2IP12 LINC01902 ZFP28_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZFP28_TARGET_GENES AGK MARK4 BTK PLAUR PRKCH IFNGR1 CELF2 RIMBP2 DGKA ADAT1 SLC6A15 P4HA2 NFKB2 PCM1 PHLPP1 MTIF2 RFX2 ANKMY2 YWHAE MAP2K6 RAPGEF2 MGP SLC1A4 PDZRN3 RPL5 DDX39A MMP24OS RAB3IP CHN1 IL6ST SLC26A10 PKIB BZW2 FNBP1L SLC35A5 RDH12 UBE2Q2 IL17RD MARCHF6 FBXO38 MMS22L ZMYM4 USP6NL VPS51 DCLRE1C RASA2 HYDIN NDUFS2 ARHGAP27 DISC1 GPR85 NEMF TK2 NDEL1 SAMD14 LINC01620 ZFPM2 PYM1 ENC1 BANP ARPP21 SPTBN2 CTBP2 TMEM30B ANKS1B ENTPD5 MITF FAM230G BLM ZNF720 ZNF624 ZNF790 TMEM116 MTCO3P12 RNU6-1128P RNU6-226P RNU6-1078P RN7SKP153 GPR160P1 ATXN2 RNU6-409P RNY3P4 MIR204 CFL1P7 LYRM4 SELENOWP1 THAP12P5 LINC00339 MIR548E GAPDHP55 PDCL3P6 LINC00343 SPANXB1 LINC02013 THRB-AS1 AL669831.3 MIR4422HG ZBTB46-AS1 RPS23P9 YWHAEP1 H3P3 YWHAEP5 PIGFP2 C12orf75 RPS13P3 TTN-AS1 RPS15AP16 SETP11 LINC01585 CACNA1C-AS1 AC025263.1 MTND5P11 ZNF345 RNU4-71P SETP16 SNRPGP1 SLC25A21-AS1 RN7SL404P MIR4711 MIR3910-1 B3GNTL1P2 AL589740.1 MIOS-DT H2BC9 H3C7 MIR3910-2 ZNF563_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF563_TARGET_GENES CFTR MAD1L1 NDUFAB1 MCUB ZNF195 CACNA1G SCIN PAX6 CDKL5 NFIX MASP2 IFFO1 FUZ ERCC1 ANGEL1 BID RTF2 RNH1 RRAGD HSD17B6 ATP6V0A1 GABARAPL2 USP2 PARP3 ADRB1 CTNNA1 SLC4A8 BCAR1 TTC17 TRAPPC3 KCNH2 ATG5 TMCC3 PARP12 WNT8A MON2 GPC1 CASP8 INTS13 SNCAIP TBC1D1 STOML1 PKM TRO PPP2R5B HES2 GNB5 DAPP1 MNT TULP3 RAPGEF3 SRCAP CDC14B ME2 FAM135A XPO1 SMAP2 SCAMP1 RAD54L MAST2 FOLH1 ACHE UIMC1 PXN PEBP1 GANAB ARHGAP4 LTBP4 EZR CDC6 NUP188 BRPF3 MRPS18A TMEM14A ACOT7 SCD STX1B ZDHHC8 MED15 LZTR1 PPM1F EP300 FKBP3 PYGL TMED8 SAMD15 ASB2 NOL4 CD99L2 KLHL4 FNDC3A STK24 NDRG4 METRN SPG11 BRF2 GFUS LEPROTL1 ASAH1 DHDH PPP1R37 PIH1D1 DKKL1 IL4I1 GPI PLD3 TBCB POLR2I CDC37 GRWD1 BCAT2 PIK3R2 LSR GTPBP10 HIBADH WASL MEST POLD2 PTGR1 ELAVL2 ABCA2 BMPR1A LZTS2 ASIC2 DLX4 MPP2 PMP22 OCIAD1 CRACD FBXW7 HSPA8 SNX15 ARHGEF17 KRT18 VPS29 DDX55 LPCAT3 FGFR1OP2 SIM1 CLIC5 GHR IRX4 ZNF346 TUSC2 RRP9 TP53I3 CENPA EIF2B4 SNX17 ACADL GGCX UXS1 HDLBP QSOX1 WDR77 ATP5PB SCAMP3 CD58 MAP7D1 NT5C1A RIMS3 ATP6V0B CNN3 SLC35A3 PROX1 SLC8A2 B4GALT6 CASP8AP2 VAMP8 HS1BP3 CYP20A1 PIGZ RAD23B RAB14 TTLL5 DLST YPEL5 IFIT2 C10orf95 CRHR1 WDR55 ALG5 EXOSC8 PLS1 WASHC3 APAF1 TNFRSF8 RASL11A MTERF4 ODF2L ARL4A RECK DNAI1 KIAA1549 CYREN CIT PFDN5 NR4A1 PDE1B DAW1 CTCFL XG ARMC7 SLC25A23 GPR108 NR1D1 AHDC1 HNRNPH2 TRAF2 MKLN1 MYO5C ALDH1A2 MBD4 PSMA1 GTPBP3 IQCN ATXN10 ZNF337 ZNF331 LRP3 ULBP2 LATS1 TTLL9 RAB11FIP4 SH3BP5 ZNF304 RFX1 KANK4 PEMT SLC41A1 RNF128 FAM104A BTBD2 MYO18B SLC2A11 FAM83F LARS1 BHLHE40 WNT2B ARF3 P2RX4 LCA5 LMO2 B4GALNT1 MAP7 AHI1 KCNK1 DNAJB2 MRPS9 VPS36 KDELR2 SRSF1 ACTL6A SAP130 BIN1 ATP6V1G1 GARNL3 RNF38 TFAP2A TMEM14B CREBZF LRRC32 SEMA6D BCAR3 CH25H SSB GABARAPL1 VAMP1 PEX5 LGR5 GALNT6 WDR61 CCDC33 C17orf80 WRAP53 TP53 ARL5C PRDM15 AKT1 SLC2A5 ITGB3BP NECTIN4 NUF2 RGS5 ZNF687 GOLPH3L CDC42BPA CIAO1 ZNF514 GULP1 VGLL4 STK11IP PIK3R1 TPBG CNPY1 CSGALNACT1 ST8SIA6 HABP2 NKX6-2 PDCD11 DGKZ TLCD3B DCUN1D2 TMCO3 CCDC83 RAD9B FER ZNF827 SACS RABGAP1L PDE3B ZNF547 GPD1L BMP3 FEZF2 FGD5 CXXC1 CCDC144CP VOPP1 PTPRN2 HSPA13 ZKSCAN2 MAP3K7CL GALK2 SEC13 SHCBP1L KCNJ15 GAREM2 CFAP251 NIT1 NPM2 CFAP298 CHCHD6 ZNF221 DIP2A CRTC2 LRRC71 LY6K MFSD12 ZNF382 TAMALIN SSTR5 CZIB RAVER2 KNCN KIAA1522 EXTL2 FLVCR1 MRPL55 PDCL2 EIF5A2 PPM1L NEPRO PRRT3 CLEC3B IFT122 EXO5 FBXO8 CEP44 CITED2 DAGLB FNDC1 SLC25A32 DCAF13 DIRAS2 TRMT10B ARHGAP12 REEP3 BMS1 STK32C BTNL9 CACNB2 AVPR1A SGPL1 ZNF202 BORCS7 MSS51 ATP9B TMEM130 WEE1 ZNF667-AS1 PCLAF NYAP1 SMAD3 TBC1D16 STIM1 IRGQ ATG16L2 KIAA1586 SETD5 DDIT4 IRF2BP2 ING2 NPNT USP39 INPP5D ZBTB43 RSPO1 ASPSCR1 CNTROB TRAPPC1 ADRA1B USP47 DCLK2 ARMC10 NRTN WIPF2 ETFDH ENC1 GPHN COL8A2 TRAPPC12 ISG20 MYEOV NAA20 EHBP1L1 TOMM20 PLK3 ATP5MD C1QTNF1 PHLDA3 RPL10P2 BRSK2 SLC66A1L LIPT2 PFN4 LY6H FBXO46 PPFIA3 IRX3 PGBD5 NDUFAF3 DALRD3 LCORL SH2B1 CTNNBIP1 TUFM PER1 ARID3B GPC5 MYADM ADGRD2 ARHGAP45 ZBTB12BP ZNF329 GET1 UBE2E2 ACBD3 SOX1 GJD3 WT1-AS CCDC159 TBL3 TMPRSS2 ZNF696 KCNQ5 DNAH14 POMK IRS2 ZNF566 ANKRD20A5P BCR ESPN KCNJ11 FANCM P2RX2 COL14A1 ANKRD19P ZNF559 PRR19 NANOS1 H1-9P SLC4A5 UROS NELFB ALKBH2 ALG1L HLA-DRB1 STK40 ATP2A1 CGB7 ASB13 IPO4 BLM ZNF823 ELOVL2 ENTPD7 ZNF667 PRIM1 HELZ ZNF442 TXNRD1 FLVCR1-DT MT-ND6 MTCO3P12 FOXJ3 RNU6-859P SNORD14E RNU6-726P RNU6-7 RNU4-2 EFCAB7 LCN8 ECEL1P1 NHSL2 PHACTR4 HLA-DMA NEU1 SMPD5 AC134312.1 C4orf47 C4orf46 VGLL3 THUMPD3-AS1 SNORD14D MT-TE MT-TT SLC48A1 IGLV1-47 IGHE SFT2D2 VDAC1 SLC35F6 GANC SCART1 EML6 BX322639.1 MIR17HG MRPL20P1 AL451074.1 FAM228B H3C9P C19orf73 CYTOR RNA5SP89 EHHADH-AS1 DEFA8P ABCC5-AS1 PAEPP1 PDCL3P6 LINC01142 PRRT4 SLC9A3-AS1 HSPA7 LINC00368 ABHD11-AS1 RPL26P27 LINC01515 LNC-LBCS FNDC10 HNF4A-AS1 AL669831.3 ELOVL2-AS1 PROX1-AS1 KIF19BP MTCO1P53 AL109910.1 LINC00271 LINC00575 LINC01063 LARGE-IT1 ZNF687-AS1 LINC00665 SNHG15 UBE2E2-AS1 LINC00472 SMIM27 CNN3-DT NUS1P1 H3P36 TNFRSF14-AS1 AC078785.1 RPSAP12 LINC02029 RPL14P3 PSG2 AP5Z1 RN7SL698P LY6G6D RWDD4P1 RPS27P14 LINC02453 AC124242.1 LINC00461 SCAMP1-AS1 LINC02288 CACNA1C-AS1 NR2F2-AS1 PCDHAC1 MTND5P11 LINC01596 EXOC1L H3P14 RNU6-237P RNA5SP179 AC091182.1 AP002852.1 RHPN1-AS1 LY6G6E TRAPPC2B LINC01154 PPIAP44 CLEC5A ITGB3 LINC02205 CERNA1 CRTC3-AS1 AL606760.3 SH3RF3-AS1 LINC02846 EIF4EBP2P2 AC069224.1 ZNF865 SSTR5-AS1 LOXL1-AS1 ROCK1P1 MIR378D1 RN7SL32P MIR4672 MIR4716 AC119868.1 MIR3195 CFAP298-TCP10L MIR3123 MRPS21 MIR4766 TBX2-AS1 AC092295.2 ZNF224 RUNDC3A-AS1 MIR4453HG A1BG-AS1 RPARP-AS1 ZNF559-ZNF177 BORCS7-ASMT LIX1L AL024498.1 MESTIT1 LINC02266 AC009275.1 ZKSCAN2-DT ZNF2 MIR6080 LINC00624 LINC01173 RHOXF1P3 SNIP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SNIP1_TARGET_GENES SCYL3 C1orf112 HECW1 KDM1A POLR2J FAM214B GCFC2 REX1BD CRLF1 OSBPL7 ELAC2 UPP2 PSMB1 CDKL5 CELSR3 RPS20 RANBP9 BTK RNF216 ERCC1 WWTR1 MIPEP TBPL1 SLC39A9 NUP160 PNPLA6 CHPF2 TRIO ZIC2 MRPS10 POLQ SPHK2 RPL18 YBX1 SMARCD1 POLR1H ATXN3 TRAM1 DHX8 HYAL2 RASGRP2 FUNDC1 HES2 MNT MGAT4A RPL31 NLE1 CLASP1 CLNS1A NCBP3 BCS1L ACTR6 ACTB TRAF4 ARHGEF1 CTTNBP2 ZCWPW1 THOC1 SESN1 PCNP DUSP12 SEH1L RRN3 WNT11 USP40 SEPHS1 GNAS DDX18 SNX5 SLC9A1 MRPS33 DNAJB11 WDR7 TXNL1 HECTD1 TOX4 TINF2 HDAC6 HOOK2 NRP1 NDUFB7 MADCAM1 ARVCF TRMT2A RANBP1 YPEL1 GGA1 DEPDC5 TOMM22 THOC5 TAB1 ATP6V1D DAAM1 ERH ZFYVE21 TRIP11 RABGGTA GSS DIDO1 VAPA NXT2 ALG13 MOSPD1 STAG2 MRPS31 FLT1 ZNF629 ARL2BP POLR2C BFAR CDIPT AP3B2 RAB2A GFUS R3HCC1 ECH1 STX10 DMPK CCDC9 MEGF8 CYTH2 DBP TNPO2 GCDH RAB3A LSR ETHE1 ZKSCAN1 AIMP2 ANKMY2 COA1 BCL7B MEGF9 CREB3 CUEDC2 SHOC2 TBC1D12 CPD GOSR1 B9D1 LGALS3BP PEX12 COL1A1 LRRC59 MPP2 DUSP3 TMEM97 SNX15 LPXN GLI1 METAP2 GAPDH COPS7A UST SOD2 CILK1 FIG4 BYSL TBP COX7A2 FBRSL1 TBX18 HARS2 HBEGF THG1L ARRDC3 GOLPH3 RAD1 BRIX1 SEC24A TBCCD1 XRN1 NEK4 NCL EPB41L5 SF3B6 ACVR1 SPTBN1 WDR75 TXNDC9 ZNF142 HDLBP PPP1R7 TAF1B PCYOX1 PARD3B DNAJC16 CACYBP ERRFI1 MECR SCAMP3 MEF2D RO60 UCHL5 ADPRS KMT2A IFT46 FBXL5 FOXO3 SATB2 CNTRL YLPM1 ABCD4 RBM25 ATL2 ETF1 KDM3B EGR1 NR2C1 SOCS2 PLBD1 ACVR2A MRPS2 COPA SHLD2 RWDD3 PMS2 CISD1 EGR2 CIT MED13L CDKN2C SPRYD7 PFDN5 ATG101 AARS2 MED20 GLO1 GOT2 SOX21 HROB IRF1 BMP4 MIR9-1HG VASP STK35 MGME1 XRCC3 AHDC1 UQCR11 METTL25 AKAP9 SEM1 PEX1 MTERF1 RBM48 PAICS PPAT FLNC TWSG1 SERGEF KIF1C RAB2B MIS18BP1 SEC14L1 ASH2L RPL36 SLC27A1 SSBP4 PAK4 ADRM1 LRRC47 EIF3G PPT1 SLC6A6 LLGL1 DNAJB1 RTBDN RRP8 IMMT EIF5A NIP7 VPS4A CASP9 SCO1 MACROD1 CCDC59 VRTN EIF2S1 CAMK1 MEIS2 KATNBL1 RBM17 CDCA8 TIMM10 UBAC2 STT3A RNFT2 RINT1 ATP5MC2 ZC3H10 SMPD2 PRADC1 CCT7 DYSF MPHOSPH6 ZNF670-ZNF695 MED4 BZW2 TTC5 GH2 CCDC115 IMP4 UGGT1 TSTD2 PSMB7 NCBP1 ANP32B APTX TLN1 ZSCAN9 TMEM63B FRS3 MDC1 PGBD1 CCDC90B COPS4 HNRNPD ETV6 PEX5 PIANP CCDC65 ESYT1 UBE2Q2 DET1 PARN UQCRC2 ARHGAP17 RPS2 DEF8 TCF25 RMC1 NPC1 SH3GL1 ZNF787 RPL11 RPS8 CELSR2 TUFT1 ZNF687 CGN CERS2 SLC27A3 SNAP47 CTDSP1 POMGNT2 SETD7 RPS3A PIK3R1 COMMD10 DDX46 NHP2 TRIM7 TRIM41 RPL7L1 WTAP POMZP3 MEPCE MAGEA4 RPL10 ZNF7 CDKN2A GSN SURF4 ASB6 DPH7 FAM13C GLUD1 TNKS1BP1 SSRP1 TKFC TIMM8B MAGI1 TMEM267 GFRA1 ARL14EP C18orf25 TRIM36 SLC30A6 DNAI4 CMIP AK9 LARP1 CNOT8 SETD9 RBM45 ATP5MPL RPL30 RAB11FIP1 FBRS NECAP2 ZNF19 EIF5B TMED4 ZSCAN12 F11R DMTN PAXBP1 RCAN1 UBE2Z CELF3 EFCAB14 ANKRD18CP UBE2J2 G6PD VAV2 C9orf116 SHKBP1 LMNA GPATCH4 IER2 ZNF394 PRPSAP1 LBHD1 COA7 PARS2 GMEB1 SLC45A1 ZNF496 NCSTN IER5 TFB2M CNST KBTBD8 ANKZF1 PPM1L PSMD6 ZNF148 SMIM12 MEAF6 EBF1 SLC35A1 RPS14 EN2 SPIDR ABCA1 HNRNPK PIGO STOML2 BRWD3 SUGT1 ZCCHC24 ZNF22-AS1 PRPF18 HIF1AN BRD7 ZNF202 ILK TAF10 RAG1 MAPK7 ZNF3 ZSCAN21 SAAL1 NAV2 C18orf54 MARS1 SNRPD1 ENDOG ZNF23 PPP2R3B TP53I13 AXL PSCA UBXN6 KIFC2 SRP68 ZNF598 DDB1 ZCCHC4 POLR2J3 NKIRAS2 DNAJC7 SEPTIN2 RFWD3 REEP4 FNTA ING2 SEMA4C ENHO CEP120 SIN3A PCBP1 C15orf40 OTUD7A ZNF768 ZNF35 ADPRM CRTAP HARS1 COMMD5 ZNF16 RPS9 JAGN1 ZNF672 ZNF692 METTL18 RPS7 ZNF554 CERS6 COPS9 RASGRP1 ZNF621 COQ2 PSMD1 AGFG1 EIF1 PITPNA ZBTB4 SNHG11 STARD6 MFSD4A BRSK2 TRAF6 PARL RAB6A SCAND2P FAM89B SRRM3 ZNF619 CENPBD1 SH2B1 WDR6 GPR35 TUFM EXD1 SAMD4B CLK3 FJX1 PCBP1-AS1 RNF227 C14orf119 ZNF48 SEPTIN1 MTURN ZNF594 ZFP3 ZNF572 MRPL14 ZNF707 POLR2A IBA57 SNRPE TNRC18 FAM89A AP1S2 ANXA2 RPS17 GLUD2 SLC25A10 CEP57L1 GDPGP1 PTTG1IP DAZAP2 ZNF623 SF3A3 TRIM52 NPW PROS1 SDR42E1 NOC4L CIB1 RPS27L DDX51 ZNF445 PGBD2 PPIL6 ZNF696 NRG3 PTCH1 ANKRD46 POLR3C ZNF501 ZNF197 MIR22HG ZFP91 CFAP73 ZSCAN30 BAGE2 CHP1 C11orf96 PTMA ZKSCAN4 CYHR1 ANKRD19P ZSCAN23 LINC00265 FZD9 RNFT1 ARID2 ZKSCAN3 ZNF250 RNF216P1 PPIA STK31 INCA1 PIK3R4 NCOR2 MRTFA TCF4 ZKSCAN5 ZNF502 ZFP62 SNHG17 ZSCAN16 ZNF252P ZNF398 ZSCAN25 ZSCAN26 PCBP2 LRRC8B MIRLET7BHG HNRNPAB MIB2 RAB40C UBE2Q2P12 S100A10 RPL37A SLC9A8 ZNF44 ZNF311 HIBCH ZNF251 ZKSCAN8 YTHDF2 ZNF789 COPS8 MDM4 STKLD1 CIPC ATG9A RNU5F-1 RNU5A-1 SNORD104 RNU5B-1 SNORD118 LINC01285 IBA57-DT EEF1AKMT2 PCMTD2 SYS1 SDHD ZNRD1ASP GABBR1 MIR1915HG UQCC3 ZNF425 C21orf62-AS1 RNPS1 RNVU1-30 RNVU1-15 CSH2 COG8 LIPE-AS1 MDP1 FIS1 BBIP1 CDIPTOSP THUMPD1P1 FNIP1 FAM228B PPP3R1 FAM200A MIR1915 NUTM2A-AS1 LINC00863 NUTM2B-AS1 SBDSP1 NOL7 AC092802.1 ANKRD18DP MEIS1-AS3 HCG15 SMIM2-AS1 LINC02585 HDAC2-AS2 TMPOP1 TCF7L1-IT1 ZBED9 RPL37A-DT SEC1P ZNF197-AS1 RPSAP31 FAM133B MCIDAS JRK PCMTD1P3 SNHG20 FAM83C-AS1 LINC00894 NIFK-AS1 ZKSCAN7-AS1 CDKN2AIPNL SNORD54 RPL32P27 RN7SL521P WWTR1-AS1 RPL36A ARPC1A PISD PRR34-AS1 EIF6 LINC01391 DRAIC EXTL3-AS1 LACTB2-AS1 TRIM52-AS1 ANKRD20A18P GLI4 LINC01301 MALAT1 LINC01385 RNA5SP473 CERNA3 EGLN1P1 SYS1-DBNDD2 ZFP91-CNTF SNHG9 HIGD1AP5 POLG2 PLBD1-AS1 ZNF271P RPL36A-HNRNPH2 AC012085.2 AL139021.2 AC027237.2 UBE2Q2L AC027559.1 MIR762HG AC069224.1 AC139256.1 AC138304.1 AC087500.1 AC012146.2 MRPL12 TMPOP2 MIR4665 AP000845.1 SNORD55 MIR4638 AP001033.1 RNF115 MIR4519 SNHG25 MIR4530 AC079466.1 CEBPA-DT RPL23AP77 RNFT1-DT THA1P AC012313.6 IKBKG AC009549.1 AC025181.2 POM121C LINC01023 HNRNPD-DT SLC30A6-DT SNORA78 SUGT1-DT MIR6853 SCARNA16 UBE2Q2P6 TYW1B ZNF670 PSMB3 SNORA50C RNVU1-28 SCARNA2 ACACA ARRDC3-AS1 NKX2_3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX2_3_TARGET_GENES RAD52 M6PR RBM6 RECQL USH1C ELAC2 RHBDF1 CD9 FYN CALCOCO1 NUDCD3 NR1H3 VEZT SNX1 IFT88 ABCF2 MAP2K3 TBC1D23 RPL26L1 ZFYVE16 STAU2 AP2S1 ANO2 R3HDM1 PPP1R3F LETMD1 PPP1R12A DNAJC25 HDAC7 MRPS35 SUGP2 GLP2R KLF6 TP53BP1 SCARB1 TIPIN RBM7 PTPN23 LRCH4 UBE2K NRDC PCM1 RAPGEF3 SRCAP CNOT4 BZW1 RNF13 GRHL2 CHMP2B WBP11 BCORL1 MTIF2 TTC39A KIF9 ANAPC5 MLF2 LTBP4 USP48 MYO15A SLC7A8 RNF31 TINF2 IKZF5 IFT74 MZF1 MED15 TRIOBP ARSA RBFOX2 EIF3D ST13 ATP6V1D EIF5 PSME2 RBM3 CAB39L CYB5B TRIP4 HOMER2 FZD3 NFKBIB PIH1D1 APLP1 CDC37 ARMC6 LSR NAMPT MTPN TTC26 CAV1 BUD31 FBXO24 RPA3 ZNF862 MEST ACTR3C AK1 SEC23IP EDRF1 PITRM1 SHOC2 NUFIP2 RNF43 MTMR4 PNPO INTS2 HOXB6 NUP88 PEX12 CNTNAP1 ABCC3 EFTUD2 NAT9 TMEM104 SLAIN2 OCIAD1 CLCN3 CCDC86 ASIC1 ATP5F1B TNS2 LTA4H EIF2B1 COPZ1 RAB5B GAPDH COPS7A ATN1 RIC8B SERINC1 SOD2 ZNF451 CCND3 SEMA5A IK SUB1 TARS1 TTC33 BNIP1 BBX ABCC5 VIPR1 NEK4 TTL ACTR3 TP53I3 INO80B AUP1 HTRA2 ORC4 TIA1 ARHGEF2 SMG7 SRSF11 RAB29 GALE EBNA1BP2 CNN3 RCAN3 NDUFB3 PTPA PHF19 ATL2 HOXB3 ALG5 EXOSC8 PDLIM2 KIF18A ZNF639 ZRANB3 SPATA1 SMU1 RBM19 ORMDL2 COQ8B PFKFB2 ARFGEF2 BTN2A2 NQO2 C16orf70 CHCHD5 INSIG2 RBCK1 RALY ST3GAL3 LRFN3 NR1D1 ADGRE2 METTL16 GAL3ST1 DNAJB9 IVD CHAC1 RPAIN PUS7L SYT5 LDLR TOMM40 RTN4IP1 QRSL1 GDF15 CHMP2A NPAS1 ARHGEF16 GFAP MGAT1 NDUFA2 PODNL1 FCRLA PCED1A EIF2S1 CCNB1 EMC7 TMEM106C ACP2 TBX3 PNPLA8 HILPDA GDF11 USP15 PAX3 COX5B SETDB2 TBRG4 TTYH3 TMEM8B PIM1 TFAP2A YIPF3 ATAT1 NRM NARS2 RNF121 YAP1 LRRC49 UACA PAK6 RSL24D1 ARL3 ITPRID2 WDR12 USP8 PPCDC FAM13A ZGRF1 SEC31A SCARB2 CASP6 PPP3CA SLC39A8 KLRG1 SDSL TARBP2 MAP3K12 WARS1 SLC12A6 TPM1 ARRDC4 ABHD2 UNC45A UQCRC2 MBD1 CACNA1A FEM1A DUS3L FAM71E1 HSPG2 PTPRF GABPB2 EML4 CALM2 ZNF514 LNPK NBEAL1 USP53 NKD2 RPL37 GIN1 PPIP5K2 RPL7L1 ABRACL NIPSNAP2 CCT6A PSPH EPHA1 SLC25A37 ADHFE1 ZNF462 ASTN2 PDCD11 TNKS1BP1 INTS4 TTC12 CPSF7 HMGA2 PTPRO EPS8 PFKM DGKE TBRG1 CEP112 GTF3C6 OXA1L SLC7A7 MIDEAS RBPMS MMP14 AP3S2 DRC1 SON C1R ZFYVE28 KALRN AGPAT3 SQSTM1 NPHS1 EMC10 FBXO41 RPRD2 S100A11 ANTXR2 RNF25 STK36 COX18 PLXNB1 NSA2 GFM2 TMEM67 NUDT5 BMS1 ZNF219 HIF1AN FRS2 TPP1 RAG1 TMEM135 PPIB CIAO2A PCLAF MBD6 CCDC103 SP2 GPRC5B ZNF23 CACNB3 EEF2 SRP68 SDHAF2 SLC3A2 SETD5 NT5DC2 LETM1 METTL15 RAMAC NLGN1 AVEN GON7 KRT8 METTL7B PA2G4 ORMDL3 TEFM MRPL52 ADCK5 PARP14 VANGL1 IQCB1 RNF26 CEP83 LARP7 RPL15 SNHG29 DDIT3 LSM1 BDNF SIX5 ANO6 ULK1 PPFIA3 AGTRAP THAP5 ODF3B BOLA1 PLEC WDR6 ZFAND2A GRINA ZHX2 MPI EXD1 TMTC2 DAND5 KLHL28 DCTPP1 FGD6 MCFD2 YOD1 CLDN7 IST1 SHMT2 TMIGD1 PGBD4 MFSD5 C11orf54 C12orf60 DDX41 ACTG1 VPS33B UBE2F POU6F1 CCR10 ZBTB7C FAM43A ZBTB37 SP1 PMEL CA5BP1 ZNF546 CHP1 TTC24 TUBB4B NBR1 MSL1 SPATA41 ACADSB XPNPEP3 ZNF107 NIF3L1 NCOR2 TOMM7 SNHG17 MAML3 HTT CDC42SE1 MCMBP NKIRAS1 LEKR1 IRAK4 MRPL42 MB ZNF442 FAM3D CALM1 TAFA2 TOGARAM1 ITPRIPL1 CAPZA2 MIR375 RNA5SP358 RNU4-2 C6orf99 DPPA5 BRD2 HLA-DMA SLC44A4 MBD5 PPP1R11 AC008429.1 FAM221B SARNP EXOC3L4 THUMPD3-AS1 SNORA57 SNORD59A KRTAP3-1 QTRT1 CENPBD1P1 TSPAN4 SMIM30 BBIP1 FAM187A CSKMT NEURL4 DHRS4-AS1 RNF212B VPS16 UMAD1 MIR1293 RNU2-18P VPS52 AC097468.1 LINC01004 TAX1BP1-AS1 BZW1-AS1 RPS18 SEPHS1P7 TMEM253 SMG7-AS1 IFT74-AS1 GAS5 HSPE1P12 KDM4A-AS1 RGL2 LRIG2-DT PPIL3 MRPL33 LINC01011 DNAJC25-GNG10 RORA-AS1 CASC11 PPBPP1 THAP9-AS1 HOXA10-AS AP002495.1 SNHG1 LINC02369 LINC02441 MAP1LC3B2 AL160314.2 LINC-ROR UBE2F-SCLY LINC02345 AC011921.1 TPM1-AS AC009962.1 SULT1C2P2 AC005837.1 TMEM238L MIR4795 MIR5700 MIR5579 MIR4512 MYO15B MIR4645 DM1-AS ZNF587B LINC02427 MTND5P10 INO80B-WBP1 RNU11 SNORD25 PRSS2 SNORD27 SNORD26 SNORD49B SRCIN1 MIR6165 C11orf98 SH3PXD2A-AS1 ZSCAN18_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN18_TARGET_GENES KDM1A DHX33 NOP16 TCF3 KAT6A SMAP2 CABIN1 RBFOX2 PPP6R1 PTCD1 CASC3 DRG2 SMARCD2 SMG7 STX6 FCHSD2 ARHGAP24 GSTCD INTS12 CCN1 MTF2 UBC SRFBP1 ZKSCAN2 CALM3 KLHDC9 BRWD3 CPSF2 GOLM2 STAT6 CNTNAP2 GBA CDC42EP4 NDUFB1 RNF220 TSEN15 JPX LINC01132 PPP5D1 SMG7-AS1 SNHG7 LINC01119 ATP5MF ATP5MF-PTCD1 DHX33-DT MIR5188 DCP1A RNU11 BAHD1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BAHD1_TARGET_GENES TSR3 SNAP91 CHFR ENO1 GNPTG PRKAG2 RNF130 ZNF227 RHPN2 CYSLTR2 OTOA ZNF75A LINC01600 ZNF404 MIR7-3HG PENK PIP5K1C ZNF573 GARS1-DT SERPINB13 LINC02397 MIR7-3 TMEM233 RPL35AP30 SNAP25-AS1 AKR1B1P1 TOMM20P4 ENO1-AS1 LINC01717 MTND2P29 H2BP8 ARGFXP1 RPL23AP55 AC012349.1 CRAT37 LINC02133 RN7SL474P MIR466 TUBGCP5 ZNF502_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF502_TARGET_GENES RNF19A ANO8 SUCO NOP56 SUPT6H TSNAX DR1 CITED1 ERGIC3 GTPBP3 UNC13A SDF2 PAPSS1 FGD4 RNF165 CACUL1 PLEKHH2 PAXBP1 ZNF221 HEY1 IRGQ PHLDA3 PFN4 DAND5 FAM230G ZNF461 MTCO3P12 C21orf62-AS1 RNVU1-15 FAM228B CCDC18-AS1 AL669831.3 SHISA8 MTND5P11 PCF11-AS1 ZNF596_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF596_TARGET_GENES STPG1 RAD52 SLC7A2 PLXND1 SOX8 ZFX CACNA1G PAFAH1B1 NFIX UBE3C REV3L NUB1 MATR3 GRAMD1B VIM SH2D2A POU2F2 SLC4A7 HOXC8 JADE2 FAM214A CELF2 ALX4 SYNE2 FAM168A KMT2C ATP2B4 PARP12 YBX3 PRDM6 ERBB3 MYLK FAM107B NAV3 SLC44A1 ATP2B1 TRPC5 IGF2BP2 ZZEF1 ANO8 ACTR6 SEMA3A SEMA3C FOSL2 FRYL ACTB WDR62 TYR ACTN2 FGFR1 CBFA2T2 RFX3 SRCAP MEF2C RAB10 MECOM RRN3 GNAS ATRN NSFL1C PAPOLA TNRC6A PITPNM3 ZFHX4 TMEM101 SEMA6A DPYSL2 CREM SYDE2 PPIL2 GGT1 LGALS1 TIMP3 PDGFB TNRC6B EP300 CHD8 NINL BMP7 TM9SF4 CELF4 SMAD7 PGRMC1 RBBP7 EEA1 LMF1 ANTKMT SALL1 TTC23 BRF2 TRPS1 SNX16 ERICH1 NUCB1 HNRNPUL1 SCN1B CPVL POU6F2 GLI3 GATA3 TRDMT1 MAP3K8 ZMIZ1 RNF43 TRIM16L HOXB6 SMARCD2 KAT2A CNTNAP1 RND2 NFKB1 MAPK10 INPP4B FBXW7 KMT5B CCKBR NECTIN1 SLC35F2 ELMOD1 P3H3 COQ5 CORO1C IL23A BCL7A PRMT8 DUSP16 NAA25 CAND1 NUP107 UHRF1BP1L SMIM8 NCOA7 MDGA1 PDE10A BTN2A1 LAMA4 TBX18 ARRDC3 NR3C1 BCL6 BBX ACVR1 NDUFS7 KDM3A IL1R2 SLC25A12 SOS1 THADA SUMO1 BCL9 PRRX1 MARK1 TNR ELAPOR1 C1orf21 APH1A SLC19A2 PROX1 ARID1A CA14 FBXO30 SGK1 CCND2 SET PTPA TGFB3 RBM25 BCL11A HOXB8 KANSL1 HOXB5 HOXB3 KCNJ5 EPC1 SIL1 PPP3CC TRIM25 SLC35B1 SLITRK3 SEPTIN7 ATPAF1 AMD1 BAZ2B G0S2 TP53TG5 CHST8 NDP NRN1 ATXN1 GRIA3 TMX4 PCID2 PLEKHG3 HIVEP3 GFER MACF1 GAD1 HOXD11 MTUS1 KLK10 FGF13 GTPBP3 MRPL34 ZSWIM6 JUND TRPM4 ZC3H4 RBM39 HIGD1B TBC1D5 VPS25 C19orf12 CCT6B PCBD2 PATJ MYH11 PDZD2 MEIS2 SOX5 NREP TBX3 PHF21A GDF11 PAN2 PCNX2 KCNK1 STX6 ITM2C RCBTB2 IGF2BP3 GPNMB RSAD1 RNF38 CD72 TFAP2A FOXF2 HMGA1 VARS2 YAP1 SLTM SMAD6 DUSP5 CARF WDR12 SLC35A5 ETV6 AEBP2 AMIGO2 TMEM132B ZIC5 CUL4A FGF7 MAN2C1 POLG ZNF710 ZFHX3 CBX8 DYM ELAC1 ZCCHC2 PMAIP1 CACNA1A SAMD1 NFIC DPP9 WTIP NOSIP FHAD1 ITGB3BP MTF2 CTSK UBAP2L KCNN3 C1orf43 SYT2 MEIS1 THNSL2 FAM171B IQSEC1 ATG3 MED12L ECE2 MARCHF6 PIK3R1 LHFPL2 CPLX2 RNF217 CREB5 ZMYM3 DOCK11 RGS20 TACC1 POLR2K NFIB ZNF462 SURF4 FRA10AC1 TCF7L2 SERPINH1 NCAM1 SCN2B CDH22 VPS51 TMEM219 HMGA2 PIP4K2A CSNK1G3 NPAS3 MBIP ZNF827 FLI1 BICD1 GABRA2 GFRA1 CAMK4 PAN3 CDYL CFDP1 KCTD15 PITPNC1 ENAH CEP170P1 CXADR EPHB1 WIF1 ADAMTS3 C8orf37 CCT8 SCAF4 AP3S2 DZIP1L FANCC AUTS2 HMHB1 PAXBP1 RUNX1 PTMS ZNF385A IZUMO2 WDR90 RAVER2 NFIA BRINP3 ARPC5 KLHDC9 ATF3 PUS10 PEX13 RFTN2 LMOD1 EFHB PPP4R2 TPRA1 PITX2 PRSS12 EDIL3 EBF1 SLC35A1 GBX1 LETM2 BRWD3 FAT3 ZNF503 FUNDC2 CASP7 SLC39A13 AMOTL1 GOLM2 CACNG2 TSC22D4 SMAD3 SAMD14 CRK TPM4 CYB5D2 SETD5 RHOH BMP1 GFRA2 STAT3 UGT3A2 CXXC4 SHOX2 NPR1 DUS1L PCDH7 NSG2 HOXD4 TRH PRKCE MCC MLLT3 PTEN FRMD5 ZNF217 JMJD1C GAP43 MALT1 GTPBP2 RPL38 CES3 SP3 KDM2A TRIB1 DAB1 CHD2 TRAPPC3L HOXB2 EVX2 FGFBP3 PABPC5 FAM241A ASPHD1 CTBP2 DRAP1 C11orf68 NR2F1 FOXL1 BASP1 MIR7-3HG IRX5 PXMP2 TOB2P1 POLE C8orf31 GBA BEND3 RFLNA VWA1 FOXS1 C1orf194 C3orf80 SLC26A11 SOX2 MAB21L2 ZBTB20 NPLOC4 SATB1 KCNB2 ANXA2 CCDC159 ZNF703 SLC35F3 PCDH9 MAML2 CCR10 POU3F2 TMEM255B STING1 PDE4B NDUFA6 INTS5 ZNF74 NR2F2 BRWD1 SYN3 KCNIP4 PTCH1 TEX38 KIF18B MST1P2 CEACAM19 KRT14 PDZD7 PNLIPRP1 EPOR USP7 THSD4 COL14A1 ZNF793 SLC4A5 SKOR1 PLEKHG4 NOXO1 ZNF775 IPO4 ANAPC7 TCF4 NF1 STRN3 ARHGEF12 GMFB KIAA1671 SLC25A29 PGAP1 DDI2 SVIL SIPA1L1 CPLANE1 HOXC6 DLGAP2 CYP2A7 SPRED2 CTNND1 LRBA MDM4 TAFA2 MT-ND6 GLMP LDB1 MTCO3P12 SCAMP5 RYR3 STKLD1 RASGEF1A RNU5F-1 RNA5S17 SNORD118 RNVU1-6 RNA5SP505 RNU6-563P RNU4-2 EFCAB7 MAFB PBX2 FAM155A IGFL4 TMEM170B C21orf62-AS1 TMEM200C RNU6-1189P RNU1-129P RNU6-921P MIR615 MIR500A MIR221 MT-TE MT-TT MIR320B1 TRAV21 TRIM59 SIPA1 GTF2H4 REPIN1 ALG3 KANSL1-AS1 AC141586.1 BASP1-AS1 DHRS4-AS1 RPL27AP PDZK1P1 CROCCP2 ATAD3C RNU6ATAC34P FAM200A TRIM16 LINC01778 MED15P9 LINC00114 ZMIZ1-AS1 LINC00853 BTF3P9 LINC00240 CT62 CYP4A22-AS1 DBH-AS1 HAR1A ARHGAP29-AS1 LBX1-AS1 KLLN LINC02832 LINC01132 AL139011.1 SEPTIN7-DT SATB1-AS1 ATXN1-AS1 AL669831.3 HOXB-AS1 PROX1-AS1 AC007098.1 TRAF3IP2-AS1 LINC01798 RFX3-AS1 LINC01022 SSBL3P1 LINC01719 SPIN4-AS1 CENPNP1 CT66 RHOXF1P1 ZSCAN31 FBXO30-DT RPL36P18 GAPDHP14 CDYL-AS1 NDUFA6-DT DNAJC19P1 ZNF503-AS2 NR2F1-AS1 LINC01351 LINC01409 P4HA2-AS1 CASTOR3 RPL7AP58 PNMA2 LINC02614 WWTR1-AS1 GUSBP2 FABP5P3 SERBP1P3 LINC00960 ZBTB20-AS4 SOX2-OT LINC01214 TTC4 IL12A-AS1 DBNDD2 LINC02086 MTCYBP18 LINC00461 LINC02202 AC090061.1 AP000802.1 GPRC5D-AS1 MTND5P11 MTND6P4 LINC02225 AC026725.1 EDIL3-DT MIR124-1HG HOXA10 AC110741.1 ZFHX4-AS1 IGHVIII-38-1 LYN HOXA-AS3 AP003390.1 BRWD1-AS2 RYR3-DT LINC02846 HSPB9 AC139256.1 CEROX1 PAN3-AS1 LINC00662 SNORD3A SUZ12P1 MIR3200 MIR4733 MIR4428 MIR3663 ZNF793-AS1 AC006504.5 MIR3188 MIR4453HG TRABD2B RNU1-154P AL445228.2 MIR8083 RNU1-6P MARCKS LINC00244 ARRDC3-AS1 LINC00602 AC100797.4 RHOXF1P2 ZNF507_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF507_TARGET_GENES FUCA2 POLDIP2 VPS50 DVL2 SKAP2 IFRD1 VPS41 CDKL3 TSR3 CLCN6 MVP NUDCD3 CXorf56 DEPDC1 GRN ALG1 CTNS ATP6V1H C12orf4 COL9A2 LIMA1 HERPUD1 THRAP3 GALC RC3H2 GATB CCAR1 EIF4B ADCK1 HAGH CTSA NTHL1 DIP2B LAPTM4A VPS35 ATP6AP1 ZFYVE26 AFF4 MCM2 PICALM RAB7A ANKRD13A SNRPA TULP3 PCM1 RAB21 PALB2 RRAGB BAX SH3BP2 ESF1 ERP29 SPG21 GNPTG MCOLN1 AARS1 OSGEP NUP188 SIRT1 WASHC2A BCL2L13 PES1 TOM1 HMOX1 PDGFB TNRC6B ATP6V1D ACIN1 APEX1 NDUFAF5 DHX35 ADNP2 RNMT ANKRD12 FNDC3A MAPK3 SLC38A7 VAC14 HCFC1R1 NAGPA TSC2 CLCN7 FBXO31 CDIPT VPS35L VPS18 EMC2 TRMT1 TBC1D17 ILVBL AKT2 PLD3 PLA2G4C AVL9 HBP1 HPS1 SEC23IP RNF43 MRPL27 DUSP3 EFTUD2 LAMTOR3 COMMD9 NAA40 FOXM1 SPRING1 RAB5B SASH1 CUTA SUB1 RAD50 SLC25A36 ATP6V1A SSR3 MPV17 CNPPD1 ABCB6 DNAJC16 SCAMP3 RRAGC LGALS8 KLHL12 HMGCL ATP6V0B PRRC2C DHDDS CTSD TNFAIP3 MED28 MFSD1 RAB3GAP2 UBE2B SMNDC1 DUSP1 UTP20 SOCS2 FAM117A MRPS2 VPS26A RBM19 HOXC13 SLC36A1 PFKFB2 NEURL2 PEPD CD70 MAX UROD DNAJC8 ATG14 HNRNPH2 CCNT1 SGO1 DOHH CRB3 PNPLA7 SYNE1 ATP6V1E1 PPT1 SCLY WBP2 DCTN4 TCEAL4 C1QTNF6 CDK7 BHLHE40 ARL8B SLC38A2 KIDINS220 SPOCD1 DTNA FADS2 TMEM258 RNFT2 CEP162 ITGA7 BLOC1S1 CDK4 GNS STX6 C7orf25 GPNMB KAT7 ATP6V1G1 TEX10 UBAP2 C6orf52 LRPPRC MFSD13A DNAJC13 SLC35A5 FAM13A HNRNPD CCNG2 RNF185 TDG GIT2 MAP3K12 VPS33A COMMD4 RHCG UQCRC2 MAP1LC3B EIF4A3 DYM SAE1 SDHC C1orf43 RIT1 ASXL2 LNPK RAB5A RETREG2 SLC25A38 SLC25A26 ATG3 FBXO38 ARMT1 LACTB2 NTMT1 MIGA2 COMMD3 RPP30 LAMTOR1 KAT14 LATS2 GUF1 EPG5 TADA1 TRAPPC8 SREK1 TBCEL ATP6V1C1 RMND1 CDK20 NSMCE2 VPS8 DDX19B SLC35B2 WDR19 SPPL3 C12orf43 MITD1 TSR2 ATP6V0D1 C9orf116 C19orf47 VPS11 ADAR GBAP1 THAP8 ACOX1 AMDHD2 UBXN1 RBM15 HELQ MRPS18C PBXIP1 EFHB ICA1L SLMAP HPS3 SNIP1 INTU C4orf3 NPY1R SLC25A46 ARSK CREBRF LMTK2 NOS3 SLC25A32 DCAF13 GEM WASHC5 ATP7A MARCHF8 GTF2A1 RPUSD4 TSC1 PIP4P1 ZFYVE1 CUL5 TPP1 PKD1L2 DCTN5 PIP4K2C CCDC103 ISLR2 TRAPPC2L EEF2 UBXN6 WDR81 HSD11B1L SLC3A2 FEN1 ZNF507 MFF COMMD8 HSPBAP1 SPNS1 ASPSCR1 GUSB PDCD6IP USP32 SOCS5 TMEM126A TMEM126B CLCN5 BPTF RHNO1 DRC3 GNB2 RAD9A WASHC2C HOXC5 KAT5 SYT12 LEMD3 DENND6A MICOS13 SNHG29 PARL DOLK ALG10B ZBTB8OS LRRC37A3 SMCR8 MTHFR FAM210A GBA ACAD9 AGTRAP WDR6 DTX3 COX5A EFCAB13 KLHL28 SEPHS2 LINC00652 FAHD1 ZNF322 MFSD5 EFCAB10 TCN2 MRPL30 ATP6V0C AIDA TMEM232 RNF220 CENPP CHM C19orf54 CLN3 ZNF292 LINC01164 PPP1R26 MAFG CH17-340M24.3 VEPH1 MCMBP FAM118B NOL8 GET3 WWP2 TTC37 GLMP TOGARAM1 CAPZA2 BHLHB9 CCDC167 LINC01285 CHIC1 GIGYF2 NEU1 C12orf73 LIN52 C5orf51 MIR550A2 MIR550A1 QTRT1 HEXA ADAT3 FAM187A ALOX12-AS1 FNIP1 RNASEK XKR9 LAPTM4A-DT LGALS8-AS1 PLCG1-AS1 SCAMP4 RBM15-AS1 GUSBP11 MIR181A1HG SGO1-AS1 LINC-PINT RPL22P17 LINC01278 SMIM27 FAM21EP ZNF815P MFF-DT FAM21FP DENND6A-DT AP5Z1 TMEM199 AC011346.1 LINC02231 CHMP4A UVRAG-DT AC025031.2 HOXB7 HEXA-AS1 AL023803.1 MIR3928 MAFG-DT NDUFV2-AS1 MIR4661 FDX2 COMMD3-BMI1 AC009061.2 AC010240.3 AP003392.5 RNVU1-2A AC107398.4 PHTF2 TRAPPC6A PTBP1 PIK3C2A AKAP11 ZZZ3 USP28 FNIP2 SYNE2 POLD1 SBNO2 HDAC4 NFATC3 TMEM131 WDR62 SIRT6 ANKRD10 ANAPC5 KIF16B NUDC SEL1L3 ORC6 SUPT16H MFSD11 BCL7C HIF1A PABPN1 ADNP RIOK3 CDK16 GLA USP31 STX4 STK3 RELB NAPA TNPO2 RBM28 LSM5 KDM4C HPS5 GTF2H1 PPM1H RAD51AP1 PAK1IP1 SRSF3 IL5 GNPDA1 BCL6 KLHL24 KDM3A STK25 SLC25A12 COX7A2L S100PBP PRDX6 ALDH6A1 NAA50 VAPB ARFGEF2 SIRT5 HECTD3 ALDH1A2 ILF3 RPL36 GDF15 OSBPL2 UBE4B PPIL4 NAPSB DIAPH1 CASP9 USPL1 MORC2 EIF2S1 DPH6 VAV3 HMGCS2 DDB2 TCN1 STT3A SRPK2 CD164 USP44 RCBTB1 CCDC115 IMP4 UGGT1 BPHL SLC49A4 SBNO1 SERF2 GALNS C17orf64 DUS3L UBAP2L SUMF1 TAMM41 IQSEC1 CAMK2D ATXN7L1 NR6A1 NRBF2 DLG2 FLCN PPP4R1 EME1 MOV10 SUPV3L1 NPTN DYRK1A AHCYL2 PAGE5 RCAN1 ZDHHC1 UBE2Q1 SQSTM1 SRSF2 RNASEK-C17orf49 EIF4A1 TAF6L COA7 RBBP4 BROX TPRA1 DUSP7 TRMT10B ARHGAP12 GFI1B MARF1 MBD6 COQ4 ANKRD40CL SEMA4C RNF181 SLC33A1 OTUD3 ZNF778 PWWP2A GABARAP KCNG3 PTEN OR10H3 ISG20 METAP1D XKR3 HEG1 PDE12 TOM1L2 OR10H4 RUFY1 TOP3A MAF OPLAH CALR YOD1 IST1 MRPL41 C16orf72 TSPEAR-AS2 PLA2G6 UBALD2 PMEL LAMP1 BLOC1S3 ZFP62 CRACDL ARRDC1 IGF2R SHPK ZNF780A TMEM116 UVRAG GPATCH3 RNU6-829P RNU4-42P AKT1S1 IGLV1-47 IGHD3-3 SNORA75 ARL2 CDIPTOSP DDX3X IFI30 MTHFD2P2 RAET1K LINC01881 HDAC4-AS1 RN7SKP114 RBM48P1 ATXN1L TMEM185B USF1P1 MELTF-AS1 LINC02851 XIST FTH1P5 LDHBP1 PET117 ZRANB2-AS1 CHCHD2P6 SETP9 RAMACL RPS29P16 G3BP1P1 LINC00649 LINC02863 RNU7-27P GET4 MCPH1-AS1 AC012349.1 MTRF1LP1 ADI1P3 AC109347.1 THCAT158 MIR548AW ILF3-DT IKBKG MAP2K4P1 HNRNPD-DT LINC00653 SNORD49B MIR8059 MIR6879 MIR550B1 MIR3910-2 MIR550B2 KLF14_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/KLF14_TARGET_GENES GCLC AGK MARK4 MYLIP SYT7 MBTPS2 ZNF839 NR1H3 EDC4 NOP16 TNPO3 BORCS8-MEF2B RFXANK HMG20B STOML1 PKM LRP6 MNT TCF3 CPSF1 NLE1 SLC24A1 ANO8 VPS9D1 MKRN2 SIRT6 JMJD4 ZMPSTE24 NSFL1C ANAPC5 SEMA6A SH2D3C WASHC2A MYO9B CATSPERG SNAP29 TOP3B PCIF1 FBXO31 UBFD1 EARS2 BRF2 MTMR9 TLE6 PTOV1 CCNE1 TJP3 MRPL4 MEGF8 FAM83E ATP4A PTCD1 RBM28 TBC1D13 TRDMT1 CDK5RAP3 DRG2 SMARCD2 C17orf75 EFNB3 NAT9 TMEM104 MED23 INO80B NDUFS7 HSPE1 SMG7 MRPS15 FAAH ARID1A SLC8A2 WDR11 KCNIP2 ZNF205 KBTBD4 STX16 ZNF391 PRRG2 MAP2K2 TTBK2 AJUBA GTPBP3 COLGALT1 ACSBG2 CASZ1 HAUS8 NR1H2 USPL1 CNDP2 ACP2 SPOCD1 USP30 ITGA7 BLOC1S1 CDK4 MRPL44 ARRB1 INTS14 CCNG2 GSTCD INTS12 MAP1LC3B GNAL ZCCHC2 SLC39A3 GEMIN7 NOSIP EIF2D ADAM15 HAX1 SNAP47 HSPD1 ARMT1 ERLIN2 REXO4 FRA10AC1 NCAM1 PLCH2 VPS51 PRDM8 INO80C ENPP3 CCDC144B ANKRD40 RMND1 DPY19L4 BRPF1 SEC13 PRXL2B PAFAH2 TAGLN2 ZNF276 PINK1 CELF3 FAM207A ZER1 UBE2Q1 MFSD12 LZIC C1orf74 MARCHF8 TSC1 SVOP ALKBH3 COX11 STXBP4 ISLR2 SMG8 YIF1B KCTD5 STAT3 STX18 CPT1C GABARAP XKR6 ZNF581 RPS7 TEFM NMNAT1 B4GAT1 KCTD13 FBXW8 FAM131A ZNF408 ARHGAP1 BANF1 EIF1AD AURKAIP1 CCDC57 PXMP2 POLE DMAP1 PUF60 TRNAU1AP SMG1P3 IBA57 LINC01547 ADAP2 ZBTB37 BRWD1 UBE2H EXD3 NOXA1 HMGB1 METTL9 UCKL1 VTRNA1-1 JPT2 SELENOH NDUFS3 TMEM242 LINC02593 EPB41L4A-AS1 LINC00431 WDR11-AS1 RASA4CP TPI1P2 ZBED9 SMG7-AS1 SNHG7 LINC01237 BRD3OS LINC00957 FAM21EP RNU7-27P ATP5MF PI4KA TTC4 AP000802.1 STX18-AS1 ATP5MF-PTCD1 BORCS8 STX16-NPEPL1 AP001107.9 BRWD1-AS2 RTEL1 AL132780.2 AL050341.2 AC073878.1 GFY ZNF213-AS1 SUZ12P1 NCOA4 PTOV1-AS1 EGLN2 HSPE1-MOB4 AL390955.2 NBPF19 INO80B-WBP1 RTEL1-TNFRSF6B ANKRD24 KCNN1 NUP43 HIVEP3 FCHO1 LRRC4B AKIRIN2 LMX1B EN2 GFI1B TBC1D2B KMT2D KCNJ4 TLR5 SRSF10 ARHGEF12 STMN3 EXOC3L4 GAS5 SNORA13 PISD AC092384.2 LINC01775 CREB3L4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB3L4_TARGET_GENES LAS1L ENPP4 RAD52 SNX11 ALS2 ST7 REXO5 GCFC2 IBTK AP2B1 PAFAH1B1 NOS2 ST7L NOX1 SEC62 RPS20 VTA1 BAZ1B PHF7 FUZ CLCN6 AKAP8L PTBP1 PSMC4 GPRC5A ZFP64 TFB1M PNPLA6 ZCCHC8 SH3YL1 AGA CTNS LSG1 CAPG CTNNA1 GEMIN8 YTHDC2 R3HDM1 KITLG LTBP1 CLPTM1L NFE2L3 RAD51 MPHOSPH9 MSMO1 USE1 AP5M1 THRAP3 PHPT1 LY75 TBC1D22A SZRD1 HPF1 YIPF1 FLYWCH1 ALDH18A1 DGAT2 CA11 TM7SF3 TNPO3 OAT DGKA NDUFB4 ZC3H15 COL17A1 MTHFD2 DIP2B KDM4A ZBTB11 GOLGA5 LRRC40 PKM TP53BP1 RHOA CBFB MAST4 DNAJA2 KCNAB2 NEDD4 EXOC5 OSBPL3 SNX13 TCF3 ZFYVE26 DERL2 LLGL2 SMARCE1 CLNS1A EED HACD3 ENO1 TIPIN TIMM21 FNDC3B MCM6 BAZ2A TRAF4 EXOSC5 XRCC5 LIPE RAB21 SMARCA2 BZW1 FAM135A GSK3B ERC1 WBP11 TXLNA AK6 MTIF2 ATG16L1 NFX1 RBM22 SRRT NLK NOP14 L2HGDH RTRAF AURKA PTPN4 DDX18 KIF9 ZNF343 KDM2B CFAP61 GCN1 NUDC GOLGA3 GLG1 TNRC6A PLEKHG2 ITGA6 HNRNPC GEMIN2 UNC13D MFSD11 GPATCH2 AAAS DHPS NANS WHRN BTAF1 IFT74 PSMD8 CIRBP MED15 CRKL DERL3 PPIL2 HIRA CCDC134 DEPDC5 PICK1 DDX17 MCM5 RPL3 SAMM50 CNIH1 ATP6V1D AHSA1 DICER1 MTHFD1 ARHGAP5 SRP54 TM9SF1 GINS1 RAB5IF PFDN4 CSTF1 CSNK2A1 SLC52A3 FERMT1 TM9SF4 CRNKL1 DNTTIP1 RNMT FNDC3A KLF5 MRPS31 KPNA3 VWA8 LYRM1 NUTF2 SETD6 COG4 SLC7A6OS ESRP2 CMC2 UBE2I GGA2 RPGRIP1L MAZ HERC1 VPS18 OIP5 STK3 GDAP1 EIF3E UBR5 BNIP3L SNRNP70 PPP1R37 PLEKHJ1 SF3A2 CCDC130 PTOV1 TIMM44 PPP6R1 MED26 RPS19 CARD8 GCDH RAB3A DNAJC2 HBP1 H2AZ2 MET RNF32 TSPAN12 ABHD11 CASP2 PTCD1 SNX8 MEST POLD2 DDX58 DDX50 KAZALD1 NPM3 GBF1 CUEDC2 FBXL20 PSMD3 INTS2 DRG2 B9D1 DDX5 DUSP3 EFTUD2 AREG CLCN3 SH3D19 HTATIP2 OSBP UNC93B1 CCDC86 PRPF19 BIRC2 DDX6 AIP MLEC MVK PRR4 CDKN1B SPRING1 RFC5 COPZ1 RAB5B C12orf57 MAPK14 MED23 ADGRG6 BYSL MAN2A1 MRPS30 ITK THBS4 MSH3 CCNG1 LMNB1 RAD1 BRIX1 PRLR TCERG1 HMGXB3 SELENOK ACTR8 TBCCD1 SLC25A36 RPL24 C3orf52 ATP6V1A KLHL18 NKTR NCL CYTIP PCGF1 RTN4 LOXL3 STAT1 ELMOD3 CCT4 SF3B1 HSPE1 ID2 DCAF17 COX7A2L NFE2L2 DNAJC16 CACYBP SCP2 WDR77 ATP5PB SFPQ ARHGEF2 SRSF11 MRPS15 C1orf109 ZNHIT6 ECE1 CR2 TSPAN1 BLZF1 SLC35A3 NEK2 DHDDS STX12 DDX59 USP35 UBE3D CCN2 UCHL3 HS1BP3 WDR35 CCND2 RAB14 ZBTB45 ALDH6A1 ATL2 EPCAM IDE GPAM GOT1 KANSL1 HOXB3 WDR55 KIAA1217 FAM53C TMPO ARL1 UBIAD1 COIL SLC35B1 PLBD1 BCL2L14 PEX16 ZNF639 ZRANB3 RPL21 MTERF4 ZC3H7A ARL4A ZWINT DDX54 NLN ATG101 KBTBD4 METTL8 SLC36A1 COQ8B WFDC3 NAGK ZNF576 AARS2 ZNF391 H2BC11 MED20 GLO1 NRN1 CNOT1 GOT2 DMAC2L GRK4 NUP85 MIF4GD GTF3C4 GTF2F1 TNFSF9 MED1 FOXA2 GZF1 PSMF1 RRBP1 TMEM115 COX6B1 BECN1 ZNF384 EMG1 COX7C SMARCA4 KDM4B TICAM1 METTL16 ZFP36 DGCR8 POT1 FOXP2 KLHDC10 HAT1 INO80 MINDY2 KNSTRN CHAC1 PIMREG PUS7L NGDN PARP2 MIS18BP1 ASH2L DOHH ECSIT RTN4IP1 METTL26 ZNF317 PPAN DNMT1 C12orf65 NOL11 PPIL4 CHMP1A PRR7 HACL1 RBSN KIF3A PSME3 RPL27 DIAPH1 ZSWIM4 SCLY TBC1D14 UTP3 H3-3B UNK PRMT7 PCNA NXT1 DPH2 NASP OSER1 CASP9 POMP CDK8 WDR74 ZDHHC8P1 ACTR3B C12orf29 LARS1 ARNTL SARAF NUMB EIF2S1 ELP3 TMEM106C PLEKHA8P1 YWHAQ ROCK2 PIWIL4 TIMM10 TMEM165 ARGLU1 ERCC5 CARS2 ARHGAP32 APC ISCA1 CCNJL USP30 TBX3 RNFT2 PNPLA8 LCA5 PRR5L CDK4 ZC3H10 REPS1 PRADC1 USP15 GLUL CEP350 RC3H1 USP37 SLC41A2 LMO7 DBNL DCAF7 TRA2B VPS45 ABI1 PSMB7 ANP32B PLAA GRHPR CNPY3 FOXP4 PIM1 TMEM14B RIPK1 CREBZF PRCP NUSAP1 HAUS2 ITPKA PAK6 BCAR3 SLC5A6 ATRAID CENPO LRPPRC SMARCAL1 NAB1 FAM117B SLC49A4 MNS1 SECISBP2L PARP16 CASP6 HADH SLC39A8 ETFBKMT PHLDA1 AMDHD1 NEDD1 RITA1 CSAD MYG1 ESYT1 RHOF DENR SLC12A6 GCNT3 COMMD4 SCAPER WDR61 ARRDC4 ULK3 DET1 EFL1 PARN FTO MBTPS1 RPS2 CLTC PTRH2 AFG3L2 PELP1 NPC1 MBD1 FBXO15 TPGS1 SAE1 ERVK3-1 EVI5L FAM71E1 SH3BGRL3 MAP3K6 KIF2C PSMA5 GPR161 NME7 MGST3 USP21 PRCC RGL1 SETDB1 ANP32E MRPL9 OAZ3 DUSP10 HAX1 GATAD2B ILF2 ACP1 SDE2 FBXO28 GUK1 SFXN5 RALB CDCA7 GULP1 HSPD1 RHBDD1 DIS3L2 RAB5A CNOT9 OSBPL10 ACKR2 NCEH1 TCTA ECE2 FIP1L1 USP53 SSBP2 ANKRD31 RASA1 ARHGAP26 RNF145 FBXO38 RNF44 SLC18B1 DYNLT1 CCT6A PSPH SLC12A9 AGBL3 SNX12 RPL10 CCDC25 GOLGA7 GINS4 RPL7 EBAG9 MAL2 EIF3H UTP23 HAUS6 ALAD SURF6 MED22 REXO4 RPL7A PTGES2 HERC4 ITPRIP BTBD10 HSD17B12 RPS3 CHEK1 TBX6 EEF1AKMT1 MIA2 MTMR12 DIXDC1 SLC7A11 TEX30 NDUFC2 VIPAS39 PTPRO ACSL1 AMN1 SAV1 NBAS TMEM267 DST RABGAP1L ATP5F1A PDK1 SH2D6 JMY HOMER1 XRCC4 RPP38 USP12 MBNL1 SAR1B PTPRK ZNF117 RAD17 ANAPC1 SCOC RANBP2 AHCTF1 TMEM87B CFDP1 SREK1 ENPP3 RABGEF1 VOPP1 PI4K2A GRAMD2B RHOC DBI OXA1L SLC7A7 SETD9 ADK PCGF6 SH3RF2 EEF1A1 ZDHHC5 ZFAND3 ZNF689 EIF4A2 SMG1 CPT2 AASDH CCNB2 UBN2 PAFAH2 FANCC RNF207 CDC25C ZC3H18 ZNF276 ALG8 ATP5MC1 ADPGK THEM4 GPBP1L1 EFCAB14 CALM3 ATAD3B PKNOX1 PRMT2 FLAD1 IL6R FDPS ZNF394 CPSF4 LRRC14 PSMC2 PLXDC1 SRSF2 EMC10 FLYWCH2 ASRGL1 SYVN1 ACOT11 PEF1 USP1 LRRIQ3 GFI1 ARPC5 C1orf74 SPATA17 TYW5 MAIP1 SLC66A3 DUSP19 NUP35 SMARCAD1 NIPAL1 HELQ MRPS18C GPR155 INAVA NAXE PSMD6 SMIM14 RBM47 CRELD1 BAP1 PGRMC2 SPRY1 WDR82 FBXO8 SLC25A46 NDUFS4 GDF9 UQCRQ LEAP2 KIAA0895 TRA2A SAP30L BMT2 LMTK2 DNAAF5 TMEM65 TMC1 KIF27 HNRNPK GAPVD1 PIGO STOML2 SKA3 RPL36AL KLHDC2 RPUSD4 TTC8 CCDC186 METTL3 CCDC38 R3HCC1L HIF1AN COPS2 USP54 CENPN HSP90B1 PPIB NEMP1 MAP1A RCCD1 CCDC103 SP2 PRR15L COQ7 CDK12 TEPSIN ACAA2 RRM1 ZNF23 IRGQ PPP2R3B ZNF668 ZNF646 MVD RAB4B CYP2S1 TSR1 CDK2AP2 MIS12 BSCL2 C2CD3 LTBP3 MAP4K2 GLYCTK NKIRAS2 COA6 MGAT2 PDHB ATXN2L STAT3 GFM1 LRRC28 PPIC FEM1B COMMD8 ZBTB43 PCSK9 SLC50A1 RASSF6 SPNS1 LRRC45 CENPX DCXR UGP2 BTD GUSB NIPA1 HNRNPA3 USP38 PWWP2A ZNF282 ELP5 STX8 KRT8 RIOX1 PYM1 POLH PPM1D MSANTD4 TADA3 RAB4B-EGLN2 RPS21 RNASEH1 DRC3 JMJD1C MCRIP2 AFF1 MRPL52 TMCC1 RAB37 KAT5 HECTD4 COMMD1 MFSD4B TRIB1 FKBP2 CHD2 PLK3 NET1 MARCHF3 RBM4 XXYLT1 GNG5 PIGG PRPF8 DDX23 RESF1 RPL15 THAP6 KLC2 SNHG29 UBE2C CLTB FOSL1 TOM1L2 ZNF77 SLC35E3 CTDNEP1 RTTN EID2B MYO1D RBIS RUFY1 VSIG10 TYMS MTHFR SLC38A9 WDR73 PUS1 TIMM22 MAGEF1 NR2C2 BET1L ODF3B C2orf73 DMAP1 LCORL COX14 NSUN3 DHFR2 RMI1 AURKB MRFAP1 PER1 EDC3 LACC1 PDXDC1 R3HDM2 ANKRD18A FGD6 OAZ2 PPA1 PSMG4 PITPNB LRRC57 SLC25A42 HIGD1A ZNF322 PRKAG1 TMEM259 TSEN54 MFSD5 LINC01006 ZNF721 HMGN4 C12orf60 DDX41 TRIM52 KMT5A VPS33B PGP CSF1 PLA2G6 PROS1 HDDC3 XPOT CDCA2 EIF4ENIF1 PTRHD1 ZFP90 CA13 CIB1 NELFA SP1 MRPL40 P4HB ZFP36L1 PMEL C2orf76 ZNF555 PRELID2 TMEM222 ZDHHC17 TMEM232 CMC1 RSBN1L PTMA ISG15 SPRY4 EIF4EBP1 AC091057.1 DCUN1D3 PP7080 COMMD6 CENPP SAXO2 BCL2L15 LINC00910 FAM120AOS LRRC66 KCTD21 SF3B3 FAM47E AKR1C3 ZNF79 PPIA CD55 FUT4 ERI2 FUT11 PCBP2 ZNF785 RAD54B ZNF860 SHPK ZNF628 IRF1-AS1 SIPA1L1 ATAD3A ZNF181 INKA2 NKIRAS1 NOL8 SFI1 ASPH SPRED2 WWP2 NUDT16 COPS8 TAFA2 RPL10A EPS8L3 SCAMP5 ARHGAP11A CAPZA2 SNORD18A RNY1 RNY3 RNU5E-6P EFCAB2 CAPN8 LINC00963 BRD2 RNF5 AGPAT1 CSNK2B GPANK1 BAG6 ZNF616 TRIM31 RACK1 FAM201A SDHAF1 ZBTB10 LGR4 PDE7A PRR13 ATP6AP1L LIN52 ITSN1 CRYZL1 PLPP6 RNU6-2 TSN TAS2R14 LINC01089 CCDC183 SUPT4H1 ERV3-1 NDUFS3 LIPE-AS1 REPIN1 FBXO16 ALG3 ST7-OT4 TTC41P APTR AC011491.1 VPS33B-DT FAM187A PPME1 PHB2 RNF212B RPL17-C18orf32 TMEM167B CCDC7 FAM200A RNU2-17P RNU2-2P VPS52 CCDC18-AS1 OSER1-DT EDRF1-DT NDUFAF8 POT1-AS1 CATIP-AS1 LINC01763 FGD5-AS1 SRRM5 RNF207-AS1 ST7-AS1 RABGAP1L-DT LINC01635 DHFR THRB-AS1 MIR194-2HG TPI1P2 PPP5D1 LIMD1-AS1 USP12-AS2 RPS18 COA6-AS1 LINC-PINT PRH1 GRHL3-AS1 PTGES2-AS1 SNHG15 HOXB-AS3 PDXP-DT LINC01719 STXBP5-AS1 LINC01952 ID2-AS1 FAM83C-AS1 LINC02331 AC002310.1 DICER1-AS1 PEF1-AS1 TTC28-AS1 ZBED5 SNORD54 RNVU1-2 AC008040.1 WBP1 COX19 RN7SL346P AADACP1 AC093627.4 PDXP ARPC4 EIF6 PPAN-P2RY11 KCTD7 AC091153.3 UBE2V1 NEAT1 RAD51-AS1 AC090515.2 PRR7-AS1 AC096746.1 H2AJ ZBED5-AS1 BCKDHA TRIM52-AS1 LY75-CD302 SMIM31 SPCS3-AS1 LINC02405 ZNF564 ARPC4-TTLL3 MRPS31P4 AC010210.1 SNHG21 LMNB1-DT MRPS30-DT LINC02482 SNORA74D RNY4 CERNA3 PINX1 FPGT BRK1 SNHG9 LINC02756 LINC02361 KDM2B-DT FNTB CNPY2 AL160314.2 SRP54-AS1 CEP95 AL132639.2 FPGT-TNNI3K NDUFC2-KCTD14 AC005476.2 NDUFAF4P1 LINC02253 AC092287.1 SNAI3-AS1 CCPG1 AC018845.3 AC106779.1 LINC01003 AC099518.4 C15orf65 SNORD43 DCXR-DT AC018521.5 MIR4664 RPL17 NCOA4 DSG1-AS1 AC005759.1 EGLN2 SNHG8 GAS5-AS1 HSPE1-MOB4 HTATSF1P2 MAN2A1-DT AL024498.1 AC100812.1 DCP1A ARHGEF2-AS2 TMEM167B-DT SNORA78 H2BC14 H2BC8 TAF9 SNORA73A H4C13 AATF H2BC9 TUBGCP5 SNORA24 H2AC14 H2AC8 SNORD49B RPPH1 CISD3 C11orf98 H3C10 MATR3 GHET1 LINC01144 AC107398.4 MIR4521 CYP26B1 RABGAP1 MAP4K3 NUB1 ZZZ3 TRIO WNK1 MPC1 VMP1 YBX1 ISOC1 CSNK2A2 VPS9D1 WDR62 RAB10 BLVRB PHKB NUP93 CTSH TTC23 DMXL2 ESRP1 KCTD9 HOXA1 ZKSCAN1 EIF3B EZH2 BMPR1A PBLD COL1A1 SLC16A6 GALNT7 CEP164 MRPL51 TTC1 SF3B6 USP34 TTF2 TMED5 ARID1A ATF6 SET MXI1 RDH10 NAA50 UBL3 NDUFAF4 USP45 SRSF6 XPO5 RIOK1 YEATS4 EAPP QRSL1 ZC3H4 CLIP1 ULBP3 PIK3C2B PUM1 CYP2J2 CD164 CCT7 TTC5 MARCHF7 DPM2 RABEPK IER3 SLCO2B1 RPS24 ITPRID2 GLCE G3BP2 ALG10 MMAB ZNF740 SETD1B MAN2C1 SLC5A2 CDH11 SGSM2 SDHC DYRK3 POLR2D PKP4 NFKBIZ CCNA2 TMEM209 DOCK5 CCDC122 CETN3 CHD1 MSI2 MRPL39 DPH3 PSD3 PDE6D PAXIP1 GRHL3 NDUFS2 PAXBP1 TMEM69 SSU72 SPTBN4 VPS28 SQSTM1 PMVK TIGD6 CITED2 PDSS2 GALNT10 CDCA7L PHAX CARD19 GTF2A1 PCF11 DEPDC4 CYB5A CFAP52 POP5 HSPBAP1 ZEB2 CRTAP IRF2BP1 FOXN2 PTGER4 BPTF RRM2 PTEN ZNF131 MUC13 PHYKPL ACER2 FAM210A MAN1B1 CASKIN2 TGIF1 TBL1XR1 NAALADL2 RIC8A ASB8 NDUFV2 STX19 MRPS23 ZBTB20 CLDN7 TNRC18 TM2D3 MUC1 RPS23 BCDIN3D S100A16 MYBPC1 H2AC11 STRN3 H3C12 CYSRT1 CPLANE1 FAM118B IRAK4 ZBTB14 CNGA1 RNU6-502P RNU6-1301P SNORD16 RN7SKP134 RNVU1-6 IQANK1 ZNF425 PSMB10 SNORD15A SACM1L RNU6-952P SRA1 LINC01588 SNORD110 RNA5SP146 RN7SKP192 SLC9A3-AS1 AC099342.1 BAZ2B ENTPD1-AS1 AC079145.1 RGS17P1 MAST4-AS1 ZNF688 LINC02609 GAS5 FOXP4-AS1 RPS29P16 OLMALINC AMACR RPL35AP13 RN7SL181P N4BP2L2 SAP30L-AS1 DRAIC AC011346.1 SRD5A3-AS1 HOXC-AS2 SCARNA17 RNU1-117P AC040169.1 AC022211.2 SNORD95 SNHG22 MAN1B1-DT SNORD58B CD24 MIR6790 H2AC12 SNORD49A ZNF418_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF418_TARGET_GENES TMEM132A CD22 ACP3 ZFP64 KATNIP UTS2 PPP1R12A CDK17 SCTR GALNT7 CARS1 NCOA7 SLC8A2 TMEM131L RFPL2 THUMPD3 ANKRD6 RCAN1 ICE1 AGGF1 FAM170A ZNF608 BAIAP2 MC5R HLA-DQB1 LIPF ANXA2 ZNF546 FAM230G MT-CYB MTCO3P12 CNEP1R1 NBPF1 AL669831.3 LERFS MTND5P11 LINC01596 LINC02598 ZNF225 LINC00667 MIR548S MIR4779 PP2672 SETD7_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SETD7_TARGET_GENES SLC25A13 DVL2 REX1BD TNFRSF12A ARSD PKD1 UQCRC1 TTC19 ERCC1 SLC30A9 MATR3 PHLDB1 RNH1 BCLAF1 FAM13B CHPF2 VCL DEPDC1B ZZZ3 MAT2B EDC4 PNKP THAP3 HSPA5 ARID1B NFE2L3 HERPUD1 MPHOSPH9 PHPT1 KCNH2 PUM2 PKP2 MSH4 QSER1 BICRA EPN1 LPAR2 WDR18 PFKP PKM HDAC4 VPS35 DNAJA2 LRP6 JMJD6 WDR1 ACADVL CLASP1 MRPS34 TEAD2 ACTB MLH1 UNG TRAF4 GPC4 FGFR1 MLLT10 ZCWPW1 KIF22 RFX3 SRCAP HSP90AA1 RBL1 GSK3B LYRM2 STARD7 ZNF213 CHERP MRPL28 HUWE1 HSD17B14 ATXN7L3 PSMC5 NOP14 NID2 CNOT3 DYNLL1 GCN1 PXN PCBP4 PLEKHG2 ORC6 HNRNPC SEMA6A MYL6 MFSD11 DPYSL2 CDC6 CBX5 CREM EFHC1 HNRNPH3 CIRBP ZDHHC8 DERL3 PATZ1 TRIOBP DEPDC5 DDX17 XBP1 GTPBP1 POLDIP3 SBF1 THOC5 RPL3 MYH9 SGSM3 PPM1A HIF1A EIF5 ZFYVE21 PPP4R3A C14orf93 YY1 ACIN1 CHD8 NFKBIA PCIF1 NINL PABPC1L MTG2 DIDO1 NOP56 AHCY MYL12A SMAD7 ANKRD12 SLC35A2 USP11 RBM3 TSC22D1 GDPD3 POLR2C ZNF821 SETD6 STUB1 CAPN15 MAZ KAT8 CSK HERC1 GABPB1 EEF1D INTS10 LHB CD37 DKKL1 OAZ1 STX10 RSPH6A CCDC130 PTOV1 AKAP8 EPHX3 DYRK1B PRKD2 HNRNPUL1 RPS19 CYTH2 GRWD1 FAM83E PRPF31 ISYNA1 USF2 LSR SCN1B ADAP1 H2AZ2 WNT2 LSM5 MYL7 DNM1 ZFAND5 NPM3 UBE2S TRIM37 KPNB1 FTSJ3 HSD17B1 LUC7L3 PRKAR1A FAM20A RANGRF TMEM33 UBE2D3 ELF2 MFSD10 LRP2BP CCDC34 PPP6R3 CCND1 PANX1 CBL CSRNP2 PRR4 GAPDH NOP2 TPI1 ATN1 C12orf57 TDP2 MTRF1L SRSF3 PTP4A1 ACOT13 MRPS27 MSH3 ARRDC3 SLC25A36 XRN1 ATP6V1A NCL MPV17 RPS15 USP34 SRSF7 RND3 SUMO1 CACYBP SFPQ KDM5B GALE RSRP1 RCOR3 STMN1 DDX59 KLF7 SET FBXW2 KDSR RBM25 ATL2 SLF2 WBP4 ELF1 ALG5 EXOSC8 SIL1 TSHZ3 NAA50 TMEM39B RPL5 CBX3 HNRNPA2B1 CLTA P4HA1 DDX54 USP45 ACSL3 SRSF6 USP22 H1-3 RPS10 H2BC11 GGA3 NT5C DTD1 DYNLRB1 ERGIC3 KLC1 PCID2 CAPNS1 UBA2 PRDX5 PRMT1 WNK4 KLF2 PKMYT1 PRKRIP1 GAD1 ELL3 INO80 DUT PSMA1 SUMF2 CD68 BCL2L2 TTI2 PGLS ACTN4 STK33 ARPC1B LAMA5 POMT1 CHMP2A TRIM28 YIPF2 ZC3H4 C12orf65 COX4I1 EMC8 PRR7 KCNC3 NR1H2 GFPT2 THOC6 FBXW9 INPP5K PNISR GRSF1 H3-3B EIF5A MMACHC USPL1 TPT1 MRPS36 BHLHE40 MEIS2 SLC38A2 IAH1 RPS15A STK26 PUM1 RNF138 PDGFRA UBAC2 ISCA1 SYNCRIP NAT10 AVIL ZC3H10 HNRNPA1 GLUL DHX9 EPC2 USP44 SPRY2 HUS1 ZFHX2 MTHFS VEZF1 GATA4 FPGS ANP32B RPS6 HMGA1 FLOT1 VARS2 CREBZF C11orf1 SMAD6 RABGGTB FAM117B SEC31A RAP1GDS1 NUP54 BMP2K PPFIA2 PHLDA1 DUSP6 SLC15A4 SUOX CERS5 MAP3K12 MYG1 ESYT1 RHOF CUL4A CDH24 TPM1 BBS4 ULK3 POLG MFGE8 CMTM3 RPS2 COPS3 UTP4 CLTC C17orf64 SS18 EIF4A3 CSNK1D TRIM65 MBD1 SAMD1 SAE1 CACNG8 RPS11 RPL13A ARHGEF19 POU2F1 PFDN2 RRNAD1 ISG20L2 ZNF687 MCL1 MEIS1 SFXN5 HES6 IL17RD RPS3A BTF3 FAM193B PNRC1 CDCA5 POMZP3 EPHA1 RPL10 PLPP5 MRPS28 TERF1 INPP5E NOTCH1 PDSS1 MTG1 ARFGAP2 KLHL35 TKFC CHEK1 CDC42EP2 TM7SF2 ALDOA EEF1AKMT1 UBC DCP1B C12orf45 FER CENPJ GEMIN6 ZFP36L2 PAN3 HNRNPU CYRIB ING1 KCTD15 ATP5MC3 RABGEF1 TTN KDM8 CCT8 EEF1A1 EIF4A2 RBPMS SSBP3 SLC35B2 GAREM2 KRTCAP3 H4C8 NIT1 CCAR2 GART SON CCDC17 SSU72 AGPAT3 PCNT CLDND2 NEK8 TLCD1 FLAD1 RUSC1 PMF1 GPATCH4 IER2 VPS28 RECQL4 LRRC14 SH2B2 SQSTM1 SRSF2 ZNF577 ADCY10P1 ZNF653 EIF4A1 RPL26 JMJD8 AMDHD2 NEU3 NXF1 ZFPL1 USP1 PRORSD1P CDC42EP3 PYGO2 EOGT ATP1A1 RPL22L1 CCNL1 RFC4 DNAJB14 H2AZ1 APEH HAND2 SCGB3A2 LEAP2 TBXT RPS14 FMC1 YWHAZ PSIP1 LETM2 ZNF367 VCP REEP3 VDAC2 NSD1 ENOX2 ARHGEF40 AGBL2 TAF1D TAF10 CYB5R2 RPL27A DENND2B AKIP1 ZNF143 MCM7 YPEL4 KIF7 TMEM170A ZNF23 ZNF668 TPM4 GPX4 MIDN JSRP1 RPL13 KMT2D C19orf48 ZNF598 RAB26 SRRM2 DDB1 VWCE SLC3A2 SF1 SETD5 DDIT4 PDHB H1-4 ING5 REEP4 HEXIM2 AXIN2 CHTF8 MAT2A HNRNPH1 UPF3A ASMTL CSNK1G1 RAB24 PRELID1 THBS3 BUB1 FASN HNRNPF ONECUT1 SYAP1 NANP GABARAP PFKFB3 ARL6IP1 SERPINB9 COMMD5 ACYP2 USP32 PPM1D RPS9 TPT1-AS1 ZNF581 BCL2L1 SLFNL1 FBXL14 RRM2 RAB33B ID4 BSG CLP1 CFL1 SP3 ANKRD13D MAP3K11 ZNF417 VEGFB MST1 CHD2 CCDC106 CNP EIF1 PLK3 ZBTB4 STAG3L3 ZWILCH RPL4 SNAPC5 MSL2 B4GAT1 LARP7 RPL15 RSRC1 RAB1B ZDHHC14 PACS1 HIGD2B TP53I11 PHYKPL RPS6KB2 AURKAIP1 UFSP1 CRLF3 SGF29 RUFY1 MIR7-3HG TYMS TYMSOS SIX5 POLE TALDO1 ZFAS1 RABEP2 C18orf32 PIDD1 RPLP2 GRB2 IMPDH2 BOLA1 DALRD3 SH2B1 EPM2AIP1 DPY19L3 TUFM RMI1 SELENOW RCC2 TCAIM MAGED1 CLK3 ARID3B PCBP1-AS1 MYADM TIGD5 RCC1 PRKRA OAZ2 H2AC6 H2BC4 SMG1P3 SCRIB SLC25A42 METTL23 NPM1 POLR2A C5orf24 PRKAG1 IST1 SPACA6 KPNA2 ADI1 BRICD5 C11orf54 MTA1 SPNS2 DAZAP2 PSMG1 ACTG1 H2AC20 H2AC21 TSSC4 H1-5 SPATA32 WDR27 KRBA2 H2BC21 H1-10 H2BC13 ZBTB37 TMEM179B PCGF3 ZFP36L1 CXorf38 LRCH3 BCL9L ANKRD37 NUDT17 HEXIM1 NAP1L1 PTMA SIRT7 PLEKHN1 SECISBP2 ZC3H6 IER5L RPL14 ZNF292 PNRC2 SLC35E2B HMGB1 ZNF724 SPATS2L TMEM63A GARS1-DT POM121 ZNF34 ZNF775 RABL6 ZNF33B AMZ2 H2AC13 H2AC11 H2AC7 FLNA SLC39A10 FUT11 ZNF398 GAL3ST4 H3C12 PSMD12 ZNF720 ZNF655 H3C4 MIB2 GZMM MYH6 DNAH10 SPTAN1 EME2 MYO1C NKIRAS1 H2BC12 ZNF121 SNHG12 OGA TCAF1 ZNF587 YTHDF2 DDX39B FAN1 SFT2D1 HMGN2 MIR302C MIR302D MIR367 MIRLET7I RNU5E-1 RNU5A-1 SNORD33 SNORD104 RNVU1-22 SNORD68 SNORD35A SNORD118 RNU4-1 RNU5A-8P RNVU1-3 RNVU1-6 RNU5E-4P SNORD82 RNVU1-21 RNU5E-6P SNORD34 RNU4-2 EFCAB2 COX20 H2BC18 PHACTR4 BRD2 PJVK VWA7 CSNK2B GPANK1 APOM BAG6 PRRC2A MICA C6orf136 TRIM39 RACK1 MRPL53 ZBTB10 PSMB10 SMG1P2 TMSB4X HMGN1 SRRM2-AS1 H1-10-AS1 THUMPD3-AS1 SNORA57 SNORD58A RNU1-1 SNORD116-9 SNORA10 RNVU1-30 SNORA70 RNVU1-15 SNORA64 MIR302A SNORD83B SNORD83A SNORD12 SNORA26 LINC01089 ZNF580 NRAS SRA1 C8orf82 ZBTB9 DDAH2 ZNF337-AS1 LINC01521 DNASE1 MDP1 CSNK1E SH3D21 B3GNT10 TOMM6 CSKMT ZSWIM7 AC141586.1 DDX3X RPL17-C18orf32 TNFRSF25 H2BC16P H2AC10P SNORD100 MIR1225 AP4M1 FAM200A HDAC4-AS1 SNORD12B RNU2-63P RNA5SP155 EXOSC6 LINC00114 ADM5 SLC26A6 NOL7 KCNIP2-AS1 MEIS1-AS3 DANCR FOCAD-AS1 RCC2-AS1 SELENOOLP GEMIN8P4 FAM174C MYADM-AS1 DHFR TOB1-AS1 FTX SSBL4P THBS3-AS1 HCG18 PDE4DIPP6 LINC02595 RFX3-AS1 SMIM26 GPX1 LINC01719 LINC01952 GAS5 SLC25A25-AS1 B3GALT4 PITPNA-AS1 DNAJC9-AS1 HAND2-AS1 TTN-AS1 RNU7-1 SNORD13 PPP1R35-AS1 COX19 MIF LINC00881 ARPC1A MRPL20 DECR2 AC006252.1 KCTD7 TTC4 DDOST P2RY11 GABPB1-AS1 H2AZ1-DT PRR7-AS1 OIP5-AS1 TWF2 NRAV LNCPRESS2 LINC02495 TERB1 MALAT1 RNU6-826P CHMP4A AL157756.1 SNHG9 AP006621.3 AP001107.9 FDXACB1 SBNO1-AS1 POLG2 SMIM10L1 PPP1R14B-AS1 PDF BCL2L2-PABPN1 HIF1A-AS3 AC023355.1 AC009065.2 PMF1-BGLAP C16orf95 AC018845.3 BOP1 PAN3-AS1 AC116552.1 AC093249.6 OVCA2 MRPL12 ZNF213-AS1 MIR3187 SNORD43 AC025682.1 MIR4492 MIR3912 DYNLL2 SNORD95 MIR4449 RN7SL525P MIR3153 MIR3190 MIR5188 MIR3143 RPL17 TXNIP ESRG AC015813.3 SNHG25 MIR4530 MIR4512 AC020911.2 MAP3K14-AS1 AC036176.1 DM1-AS AC009005.1 AL031666.2 PTOV1-AS1 ZNF649-AS1 AC132192.2 AP001462.1 AC012313.6 PTOV1-AS2 AC010618.3 RNF225 SNHG8 FMC1-LUC7L2 AC010531.6 GAS5-AS1 HCG17 TAF15 RPS10-NUDT3 AC016727.1 AL451085.2 AL353135.1 SNORD58B AL451050.2 IER3-AS1 POM121C CD24 BTF3-DT DCP1A CHASERR SNORA78 H2BC14 H2BC8 RNVU1-27 MIR6728 SNORA16A H2BC17 H3C6 RNU11 H2AC12 SYNRG H3C11 RNVU1-19 SNORA24 RNU12 H2AC14 H2AC16 H2AC8 LINC00869 H4C4 H2BC7 RNVU1-4 SNORA50C RNVU1-28 DHRS11 H2BC10 C11orf98 MRM1 H4C1 H2AC17 H3C10 LINC01126 MIR5087 AUTS2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/AUTS2_TARGET_GENES KLHL13 UPF1 LIG3 GCFC2 REV3L ISL1 VEZT CENPQ LRRC7 SH3YL1 CTNNA1 CLPTM1L MRPL43 PPP1R12A MON2 OAT ZC3H15 PFKP PKM POLR1A PSME4 HMMR ACADVL SLC24A1 HACD3 BCAP29 TRAF4 HOXA9 MLLT10 COL19A1 STARD7 MECOM DNM1L PTPN4 MAPKAPK5 BRAP IGBP1 USP48 WDR7 TXNL1 NRP1 SNAP29 TFIP11 PABPN1 NOP56 SMCHD1 SMAD7 XIAP RBBP7 SLC35A2 SARS2 TLE6 AKAP8 POP4 RPS19 ETV2 CDK6 NAMPT HOXA5 GLI3 FKTN TLE4 TBC1D13 ATE1 TWNK ARHGAP21 STN1 ZMIZ1 RNF43 TRIM37 PTGES3L-AARSD1 YWHAE TMEM33 CCND1 EIF4G2 ITFG2 CREBL2 CDKN1B SLC38A1 SPRING1 GAPDH NOP2 PRKAB1 SRSF3 CILK1 BACH2 PHACTR2 TMEM30A HSPA9 ARRDC3 PDE4D NR3C1 DPYSL3 SCAP EIF4G1 SLC35F5 MPV17 ASB3 SPTBN1 IGFBP5 DARS1 C1orf109 ID3 NSUN4 PHF3 MYL12B SATB2 SET PHF19 COQ6 FAM98A IDE MXI1 KANSL1 TTLL2 MASTL ZFP30 DESI2 LIAS RPL5 CDKN2C TUBA1B NAGK ATXN1 RNF113A MIF4GD TIMM8A FOXP2 HOXD10 GTPBP3 SLC6A8 RBM39 RFTN1 TOP2A FMO5 PRKAA1 DLG4 DSTYK SLC38A2 MYCN LDHA UBAC2 HRK CCDC146 LCA5 ITGA7 BLOC1S1 CDK4 TSPAN31 MDM2 KCNK1 COG2 COX5B GCC2 SRSF1 MARCHF7 IMP4 C9orf78 APTX TFAP2A LRRC1 FLOT1 PRCP SLCO5A1 RDX TUBGCP4 SMAD6 RSL24D1 ASCC1 IDH1 ITGAV GLCE RASGEF1B PDE5A DUSP6 TARBP2 TLE3 WDR93 SEC11A LRRC46 GNAL ARHGDIA FOXK2 MAPK4 PMAIP1 NT5C3B TIMM29 RERE RPS8 LMO4 MRPL24 UBXN4 HES6 PTPRG SLIT2 RPL37 ATG12 TBC1D7 TRIM7 RNF44 MMUT RPL7L1 RNF217 ARMT1 UGCG WDR31 GTF3C5 LRSAM1 PAXX COMMD3 PARD3 ZEB1 HERC4 DNAJB12 SPATA4 PIP4K2A EIF4E FER CACUL1 DST MZT2B SUV39H2 HNRNPDL BCL2L11 ZDHHC7 KCTD15 HS3ST3A1 SEMA3D AZIN1 LARP1 CNOT8 FZD7 RMND1 VPS37A FAM161B C8orf37 DYRK1A C9orf43 DONSON CCDC107 HSF2BP DIP2A TLCD1 RUSC1 PLXDC1 FDXR ACOX1 RPL26 JMJD8 NFIA WDR26 H3-3A RPRD2 VPS72 HIPK1 THOC7 RPL9 TPRA1 GNL3 PBRM1 FAM160A1 CAGE1 CITED2 KIAA1958 ARHGAP12 HECTD2 ZNF503 DDX21 POLL NDEL1 AP1G1 STIM1 MIDN CDT1 DDIT4 BMI1 HEXIM2 ATOH8 MAT2A ZNF608 ARMC4 CKAP2L RAMAC HNRNPF CNTROB PDCD6IP ZNF804A NUDCD2 GTSF1 PPM1D FAM241B NPTX1 ZDHHC16 CHST11 EXOSC1 MCC TMEM51 ZNF570 ZFAND4 PHF8 INSM1 CEP83 HOXB2 ZWILCH RPL4 MSL2 CTBP2 NR2F1 AP3S1 TMEM11 FGD6 GAS1 CMTR2 MACIR IBA57 NEUROG1 IST1 ARL6IP4 CMC4 C11orf54 EWSR1 DAZAP2 CCBE1 HTR7P1 THAP7 HDDC3 NELL2 NR2F2 MORF4L1 ZNF529 POLR3C BCR PTMA TMEM203 MCRS1 NDOR1 C15orf61 LCOR SUPT5H IARS1 ZNF569 GDAP2 ZNF398 ZSCAN26 GATA3-AS1 SVIL C17orf102 ZNF655 HOXA4 CPLANE1 S100A10 H4-16 ZNF181 ZNF790 HELZ ZNF26 TLK1 CEP290 CNOT7 ZNF521 SFT2D1 HMGN2 RUNDC1 KIFBP SNORD46 SNORD38A COX20 IBA57-DT SERTAD4-AS1 AGPAT1 CSNK2B GPANK1 RACK1 ATXN2 AC007389.1 C12orf73 HEXA LTB4R2 REPIN1 B3GNT10 MTCP1 AC025171.2 C6orf226 MIR1915 TMEM30A-DT BAZ2B PARD3-AS1 AL606760.1 ATE1-AS1 CSE1L-AS1 SPAG5-AS1 CCDC183-AS1 STIM1-AS1 XIST ATXN1-AS1 HOXB-AS1 C9orf147 THAP7-AS1 IDH1-AS1 LRRC8C-DT GNG12-AS1 B4GALT1-AS1 RPS28 CTC-338M12.4 MAPKAPK5-AS1 LINC02817 ID2-AS1 AC087294.1 B3GALT4 RNF217-AS1 NIFK-AS1 ZEB1-AS1 ZNF503-AS2 LINC00649 WBP1 ATP5PO MRPL33 UBL7-AS1 OXCT1-AS1 LINC01411 ZNF345 FAM160A1-DT HOXA10-AS HOXA10 MAILR OSGEPL1-AS1 AC023632.2 ITFG2-AS1 PPP1R12A-AS1 TEN1 AC027237.3 IQCH-AS1 HOXB7 HEXA-AS1 TEN1-CDK3 MIR193BHG RNF115 BAHCC1 CBX3P2 PTGES3L SMC5-AS1 ATP2B1-AS1 AC010240.3 IER3-AS1 SNORD96A H3-3A-DT SNORD65 DDX52 MYO19 CEP83-DT ARRDC3-AS1 JDP2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/JDP2_TARGET_GENES CDC27 SKAP2 PRKAR2B CREBBP ZFX AP2B1 MAP3K9 PAF1 CCDC124 PAFAH1B1 CRAMP1 CDK11A SPAG9 HEATR5B SPRTN UQCRC1 NISCH BTBD7 MKS1 ABHD5 LARS2 ANLN ERCC1 NUB1 ANGEL1 POLA2 ZC3H3 MATR3 NUDCD3 RALBP1 NCDN SPAST AQR RTF2 MIPEP RANBP3 IFT88 MAP2K3 RNF19A CUL3 PI4K2B SLC66A1 PHF23 INPP4A LSG1 TDP1 RETSAT TRIT1 TPR KATNIP USP28 CLPTM1L PTCD2 LIMA1 HERPUD1 PIK3CB MPHOSPH9 RRP12 FNIP2 MSMO1 FSTL4 AKR7A2 TRAPPC3 PHPT1 ARID4B SDCCAG8 USP36 ATG5 SEC61A1 POLR3E CCAR1 HDAC7 GPBP1 SPHK2 RPL18 U2AF2 MED29 HAGH RFXANK SUGP2 AP3D1 GNAI3 WDR18 KARS1 SPEN ZC3H15 MTFR1 MYO9A PLPP1 TRAM1 STOML1 ROCK1 RASSF1 PLEKHH3 MEF2A TBC1D25 SRBD1 PSME4 PPP2R5B ATP1B3 MAPK6 UFD1 SLC44A1 RNF126 MNT ZXDC WIPI1 PABPC1 RAD18 ATP2B1 BUD23 ZFYVE26 TFRC SREBF1 TRNT1 DERL2 AP1M1 XRCC1 SCARB1 SELENOO SDHA ENO1 EIF4G3 GTSE1 FOSL2 FSCN1 ACTB EXOSC7 KIFAP3 RBM7 PTPN23 MLH1 NT5C2 MAP2K7 TOP2B TM9SF3 GTF3C1 EXOSC5 SIRT6 CAPZB PIAS2 UBE2K PIK3C3 VDAC3 TOLLIP XRCC5 MKNK1 REXO1 RAPGEF3 CIC LIPE KIF22 SLC35C2 CNOT4 MOK HSP90AA1 DLGAP4 AP4E1 OSTM1 MEF2C JMJD4 BCKDHB TNPO1 ITGAE CHMP2B ZMPSTE24 SSH1 MTIF2 CHERP MAST2 CHMP5 NFX1 IPO11 EIF2AK1 ACOX3 PIGS PGS1 TXNDC16 GMCL1 GNAS RFX2 METTL2A DDX18 EDEM2 PDRG1 ANKRD10 NSFL1C CPXM1 MAPKAPK5 ANAPC5 TRMT6 ERP29 MLF2 NECAP1 PAPOLA MRPS33 MCOLN1 EXOC1 PUS7 TXNL1 IL5RA ALKBH5 GEMIN2 SNAP23 AGO1 MFSD11 NUP50 CDC45 SEC22C CDC6 MSH2 NUP188 BAMBI EFHC1 ZNF184 PSMD8 FBXL19 CIRBP HNRNPM CDC34 POLRMT MADCAM1 TRMT2A RANBP1 KLHL22 MED15 CRKL CABIN1 TBC1D10A SPECC1L YPEL1 MAPK1 PPM1F SLC25A1 HPS4 PIK3IP1 SRRD DEPDC5 SBF1 TOM1 TTLL12 RPL3 TAB1 MYH9 TXN2 FAM118A RANGAP1 PMM1 ZBED4 SDR39U1 PRMT5 VCPKMT ATP6V1D PSMA3 TIMM9 KIAA0586 PPM1A EIF5 TELO2 GSKIP CINP CHD8 UQCC1 HNF4A RAB5IF STK4 TPD52L2 DNAJC5 NELFCD PRPF6 MTG2 MRGBP DIDO1 GID8 C20orf27 RNF24 CDS2 HM13 SEC23B KIF3B NOP56 IDH3B E2F1 CHMP4B DHX35 DNTTIP1 ACOT8 USP14 LPIN2 RIOK3 RBBP7 MAGED2 INTS6 TSC22D1 LYRM1 NUTF2 CENPT NFAT5 N4BP1 ACD PARD6A WDR59 USP10 MTHFSD ANTKMT FBXO31 DNAJA3 CSK RAB11A ZNF106 DTWD1 OIP5 BRF2 TRIM35 NBN EIF3E SPAG1 EEF1D SQLE ERI1 ERICH1 NUCB1 MAP4K1 HNRNPL SNRNP70 ARHGEF18 OAZ1 TBC1D17 TLE6 PTOV1 SNAPC2 TIMM44 FAM32A PPP6R1 MED26 AKAP8 POP4 RPS16 GPI PIAS4 SLC1A5 CACTIN FZR1 TGFB1 NKG7 CCDC114 ZNF175 DBP GCDH PRPF31 TFPT RAB3A ELL CRTC1 ARMC6 KXD1 GSK3A ATP13A1 SMG9 NAMPT SP4 CBLL1 LMBR1 DNAJB6 GARS1 CASP2 PDAP1 BUD31 LSM5 AP1S1 PLOD3 RPA3 ZNHIT1 MEST AGR2 YKT6 LIMK1 NMRK1 TLE4 RIC1 BAG1 DNMBP ERLIN1 EIF3A LIPA TNKS2 ANKRD26 LARP4B EDRF1 PITRM1 TASOR2 TFAM PPIF UBTF PSMD3 RNF43 TUBD1 RPS6KB1 CBX1 RECQL5 CCDC47 AKAP10 ICAM2 UTP6 RAB5C EZH1 LRRC59 SLC9A3R1 NAT9 TMEM104 TNFAIP1 IFT20 OCIAD1 DCUN1D4 LAMTOR3 NDUFC1 KLHL2 FRG1 SEPSECS FBXW7 STIM2 NCAPG MTCH2 HSPA8 KMT5B FOXRED1 CHORDC1 BIRC2 UBE4A CBL CARS1 SLC22A18 NUP98 HPS5 GTF2H1 PRDM4 RSRC2 NAA25 GTF2H3 EIF2B1 NUP107 KRR1 GNPTAB PRKAB1 RAB35 COX6A1 PAK1IP1 MAPK14 STK38 MCM3 SMAP1 HECA CUTA FAM120B PFDN1 CERT1 THG1L TTC1 CCNG1 TARS1 RAD1 BRIX1 RAD50 NR3C1 TRIM23 TRAPPC13 SMAD5 CSNK1A1 BCL6 ARMC8 RNF7 GNAI2 TFG NPRL2 CYB561D2 ABTB1 SCAP NKTR KANSL3 PIKFYVE ACTR1B SLC35F5 DNAJC27 INO80B RTN4 STAT1 UNC50 ELMOD3 USP34 COQ10B SF3B1 HSPE1 UXS1 NOL10 ORC4 THADA NFE2L2 BCL9 MORN1 ICMT STXBP3 PHF13 PARK7 S100PBP GON4L MEF2D SRM MFN2 BCAS2 ADPRS MRPS15 EXOC8 RRAGC ZNF684 SDHB SSX2IP PRPF3 BLZF1 RSRP1 DHDDS RPA2 STX12 ESYT2 CTSD STAG1 TNFAIP3 TGIF2 RAB3GAP2 LDAH ITGB1BP1 CPSF3 PTBP3 RAD23B FKBP15 PHF19 NDUFA8 HSDL2 VPS4B IRF2BPL TTLL5 RHOQ SUPT7L FAM98A AFTPH LGALSL GPAM DUSP1 MTHFD1L NUDCD1 ENY2 HSPH1 ALG5 EXOSC8 SIL1 PTK2B RNF170 ZNF706 AKAP1 BCL2L14 NAA50 KIF18A PEX16 CAT KHDRBS1 LIAS GTF3A COPA SHLD2 RPL5 SPATA1 RWDD3 CBX3 HNRNPA2B1 ACO1 CISD1 P4HA1 ZWINT IFT81 MED13L CDKN2C ATP7B NR4A1 SARDH EXOSC9 CKS2 WFDC3 PIGT NCOA5 PARD6B NAGK PAIP2B USP22 ZNF576 WRNIP1 XPO5 TBCC SSR1 SLC35B3 NUP153 EMC3 TM9SF2 FAM193A ARMC7 MIF4GD PPP1R12C CCDC93 RPL23 FOSB OPA3 GPCPD1 GZF1 NAPB DTD1 MCM8 MAX EIF2S2 RBM42 TRAP1 RHOT1 EVI2A DYNC2I1 NUP214 CANX INTS11 COX7C ATP13A4 YEATS4 TMEM175 UBR4 UQCR11 GFER EMC6 AAMP PNKD RNF6 PAICS PPAT YWHAH ATP6V1F PRKRIP1 KLHDC10 PIMREG PHF20L1 CCNT1 ILF3 PARP2 DAD1 SEC14L1 PUDP LDLR NECTIN2 XPO7 SAFB2 RPL36 DDA1 ACTN4 ZSWIM6 GDF15 JUND UBAC1 ADRM1 CHMP2A TRIM28 YIPF2 EIF2S3 TMEM160 DKC1 C12orf65 UBE4B UBA1 POLN PPIL4 RBM39 GINS2 TBC1D5 NR1H2 TUBG1 RPL27 ACAP3 C1orf159 PPFIA1 PRKAB2 IMMT RAN RAP1GAP2 CLUH INPP5K EIF5A PCNA DCAF8 CTNNBL1 ZSWIM3 OSER1 CPLANE2 CASP9 USPL1 COG6 TPT1 RFC3 LGALS12 BTG1 KRAS LARS1 ERG28 UNC79 EIF2S1 ELP3 EDEM1 EMC7 GRHL1 LDHA RELCH RBM17 DDB2 YARS1 TUT4 DHX34 UBAC2 ARGLU1 ERCC5 CARS2 STT3A OSTF1 UBQLN1 DMTF1 HILPDA AKIRIN2 NAT10 ATP5MC2 CDK4 TSPAN31 ZC3H10 AHI1 MPHOSPH6 NTPCR STX6 MRPL44 DNAJB2 WNT10A REV1 TMEM127 ISCU PWP1 WASHC4 MED4 RCBTB2 RAC1 ZDHHC4 IREB2 NMT1 SRSF1 DCAF7 LIMD2 TRA2B SMPD4 SAP130 ABI1 LRRC8A STXBP1 SLC31A1 ATP6V1G1 DSCC1 PIM1 CMTR1 TMEM14B TMEM63B FRS3 C6orf52 THAP12 NUMA1 NARS2 FXYD2 MAPKBP1 NUSAP1 PARP6 RMDN3 ADAM10 RSL24D1 IFT172 KHK RAB1A PREB EXOC6 ASCC1 ASNSD1 IDH1 OLA1 SLC49A4 USP8 SPPL2A APH1B PPCDC UBL7 FAM13A AP1AR RAP1GDS1 LARP1B BMP2K PAPSS1 MAPK8IP3 SLC7A1 ESYT1 TMBIM6 SBNO1 DENR RAB20 TMX1 PELI2 WDR89 EFCAB11 AK7 CLBA1 WDR20 NIPA2 DISP2 CDAN1 HMG20A IGF1R LINS1 IQGAP1 ARMC5 PARN MAP1LC3B RHOT2 MED9 NOB1 NPEPPS ARSG C17orf64 ESCO1 PELP1 ANAPC11 TBCD CBX8 CBX4 MBD1 FBXO15 RETREG3 MVB12A SH3GL1 DPP9 CCDC97 TMEM91 ZFP14 IFNAR1 DOP1B SAE1 TIMM29 RPL13A RERE KIAA0319L WDTC1 RPS8 STRIP1 NME7 COP1 NUF2 RGS5 USP21 PRCC MRPL24 PIGM HDGF TOR1AIP1 DTL INTS7 DUSP10 HAX1 ILF2 SNAP47 SDE2 ARF1 ASXL2 CIAO1 ZNF514 SNRNP200 TPRKB RALB UBXN4 POLR2D HSPD1 DYNC1LI1 ABHD10 NAF1 RPS3A PIK3R1 YIPF5 RNF145 FBXO38 ARMT1 RBAK CDCA5 PURB NCAPG2 LUC7L2 SH3KBP1 SNX12 NSDHL ZNF185 CETN2 ERLIN2 ZNF7 MFSD14B AOPEP POLE3 SURF4 SEC16A NRBF2 HERC4 GLUD1 FRA10AC1 MTG1 PGAP2 TUT1 INTS4 MTA2 DSN1 YTHDF1 PLCB3 MRPL49 FAU VPS51 TAOK2 TMEM219 HNMT CCDC102B CCT5 ATPSCKMT RILPL2 SLC7A11 NGLY1 OXSM TEX30 CSNK1G3 FAM177A1 NUBPL SCLT1 C4orf33 CENPU SACS BAG3 MZT2B GPATCH11 FAM151B CWF19L2 ZNF547 SUV39H2 RPP38 GGPS1 CDYL HNRNPU CYRIB INO80C TMEM251 ING1 ZDHHC7 CMIP ANKH CC2D1B NEIL2 TRIM11 ELOC ATP5PF GABPA TSEN2 XPC SKA1 ANKRD40 KLF10 ATP6V1C1 MMS19 ZFYVE27 TRMT44 DBI OXA1L LARP1 SETD9 PXYLP1 RMND1 TMBIM4 CARNMT1 DCK TSPAN7 SCAF4 PCGF6 ATP5MPL EEF1A1 ZFAND3 NSMCE2 VPS8 BUB1B EXOG ODR4 C9orf43 UBN2 PEX10 RER1 WIPI2 BABAM2 MRPL17 TPRG1L CNNM4 MITD1 CNOT11 ZFAND2B PPP1R15B USF1 CCAR2 MIS18A FBXW5 SYNJ1 DONSON ATP5MC1 MORC3 BTG2 HK2 NAE1 CTBP1 ZYX DFFA SSU72 UBE2J2 VMA21 WDR4 NDUFV3 RRP1 CFAP410 RALGDS LSS SPTBN4 DEDD2 SIK3 SAFB VPS11 ANO10 PPP1R35 IER2 LRRC14 ALKBH4 RPL8 LRWD1 NAPEPLD AP2M1 ABCF3 U2AF1L4 PLXDC1 SAP30BP SRSF2 FMNL3 RACGAP1 SYCE2 ZNF653 MED11 SENP3 NXF1 ZFPL1 TPCN2 ZYG11B MAGOH LRRIQ3 FAM102B NCSTN C1orf74 FLVCR1 ATF3 IER5 TFB2M CNST PPP1R21 MRPL55 SMARCAD1 PDLIM5 LYSMD1 SCNM1 RNF149 S100A11 DCAF16 GPR155 ARPC2 TMEM79 CHCHD4 RPL22L1 COX18 C4orf36 PPM1K GMPS TIPARP CCNL1 RPL9 SMIM14 RBM47 CRELD1 TOPBP1 SLC4A1AP KIAA1143 KIF15 WDR43 ZDHHC3 MEAF6 POLR2H TMEM41A SENP2 RFT1 UBXN7 PIGX METAP1 SLC9B1 CCDC51 RNF123 TEX264 WDR82 SAP30 MAD2L1 NAA15 ANAPC10 ABCE1 PRMT9 ARSK CASP3 PRIMPOL CCDC127 DAGLB STK17A ZNF12 RAD21 SUN1 FMC1 YWHAZ SLC25A32 DCAF13 PDP1 WASHC5 MYORG HGSNAT ATP7A BRWD3 OTUD1 MARCHF8 GTF2A1 ZCCHC24 SKA3 ZNF22-AS1 GHITM FUNDC2 TRUB1 UBTD1 SLC39A13 MOAP1 ARL5B BTRC BAG5 SENP8 NOLC1 CUL5 SMPD1 ATP9B DENND2B AKIP1 ATMIN TMEM41B TMX3 WEE1 FAM86GP NDST2 MCM7 ZNF3 TK2 TMED3 NDEL1 C18orf54 TERF2IP NEMP1 PATL1 YWHAB MAPRE2 MARS1 MBD6 CRK KATNAL2 CDK12 TEPSIN IRGQ ZNF180 TPM4 JSRP1 GATAD2A MVD ANKRD11 ZNF526 KIFC2 WDR81 HSD11B1L CYB5D2 KRT80 CDK2AP2 MIS12 TK1 ABCA3 SLC3A2 FADD SF1 RAB4A HOOK3 ZCCHC4 PDHB KCTD6 IRF2 ARF4 DTYMK ING5 CDKN2AIP TMUB2 STX18 DDX19A USP39 LETM1 COMMD8 HNRNPH1 UBE2V2 XPO6 RAB24 PRELID1 SLC33A1 CLIC4 METTL15 CKAP2L C15orf40 HEXD ASPSCR1 ZNF747 PUSL1 SF3B5 CNTROB TRAPPC1 NFRKB MGMT PA2G4 ACYP2 HOXB9 POLH AKAP13 CDCA4 USP32 TRIAP1 TMEM43 RNF139 NDUFA3 OSCAR C11orf24 KYAT1 TRMT61B ATP6V0E2 RBKS GAA CANT1 PGAM1 CLCN5 MRPL36 ETFDH TBCA PLRG1 ENC1 ZIK1 PLEKHG5 ATF7IP EXOSC10 MLLT3 RNASEH1 ZNF217 ZNF554 THOP1 ORMDL3 CYCS BSG HINFP POP7 GNB2 CLP1 AFF1 PPP1CA HCFC1 RAD9A NAA16 RPL38 DCAKD HECTD4 COQ2 KDM2A MRPL57 ZBTB21 PEAK1 MST1 CHD2 CEP83 PC RCE1 TOMM20 EIF1 RNF213 RBM4 XXYLT1 CCS CEP19 FBXO45 C16orf91 MGA DDX23 ZNHIT2 ZHX3 SNHG11 ATP2A2 SNAPC5 STARD6 KCTD13 FBXW8 PDIK1L PSMD2 DDIT3 CENPS DOLK PTPN2 SART1 PPP2R2D DRAP1 C11orf68 TMEM70 RPS6KB2 B3GNTL1 MLXIP LINC02694 ZNF169 IP6K1 SSNA1 DLEU1 TMEM39A MYPOP RPP38-DT ANAPC2 COX8A CRLF3 EID2 EID2B DNAJC30 CCDC121 MIR7-3HG TCEANC C8G EFCAB5 SIX5 SLC38A9 WDR73 ULK1 RPS6KA3 GATD1 PPFIA3 MAGEF1 NINJ2-AS1 ZBTB33 C18orf32 HASPIN GBA ACAD9 AL162595.1 CHID1 TMEM187 GRB2 C2orf73 IMPDH2 NDUFAF3 C2orf69 NDUFV2 DALRD3 ZFAND2A FAM220A EPM2AIP1 PFAS CYBC1 GAK FBXO34 EIF3K SNX18 PER1 TCAIM GVQW3 RAD23A PCBP1-AS1 MROH1 AKAP5 TIGD5 R3HDM2 ZNF784 DCTPP1 TRNAU1AP FAHD1 RCC1 TIGD2 EMC3-AS1 C11orf71 ARHGAP45 ZNF594 PCGF5 SMG1P3 SLC36A4 ZDHHC20 PPA1 CMTR2 ST20 PITPNB MRPL14 GPR137C EHMT1 NPM1 DHTKD1 OGFOD3 RAP2B ACBD4 MEX3D MRPS23 COPG1 IBA57 ZNF329 GET1 TDRKH IST1 FBXL6 PGBD4 TTC3 MAFA C16orf72 SRPRA PYCR1 AP2A2 AFMID ARHGEF37 RABIF GDPGP1 PTTG1IP ASB7 TENT5C COA5 UTP11 ALYREF TMEM50A CBX6 TBL3 KCTD16 DIABLO LRTOMT NR2C2AP SCFD2 UBE2F PCDH9 H2AC21 TM2D3 TSSC4 PLA2G6 COPB2 KNTC1 XPOT SEPTIN9 ZBTB40 NDUFA12 OSBP2 APOO TMED9 ZFP90 NOC4L F8 CIB1 FAF1 HSF1 DDX51 SIGIRR PRPF39 UBALD2 HGS MRPL30 SEPTIN7P13 PCGF3 P4HB SHC4 ZFP36L1 MORN5 EP400P1 ZNF696 CXorf38 MORF4L1 WDR53 SLC52A2 PIGP GNB1L LAMP1 BICD2 MATN1-AS1 C2orf76 BCL9L BLOC1S4 ZNF555 RPS23 TMEM222 MIR22HG POFUT2 CMC1 GCNT1 RSBN1L IFT140 ISG15 C17orf97 FANCA CYHR1 NWD1 DCUN1D3 ZNF559 GTF2F2 SRSF10 BCL2L15 TMEM201 SLX4 ZNF567 ZNF527 RRP7A LIN54 HMGB1 BLOC1S2 TDRD7 SPATS2L ZNF79 STK40 SUPT5H GARS1-DT IARS1 NTNG2 NOXO1 YRDC ZNF775 IPO4 XRCC2 MRTFA HDAC2 RABL6 TECPR2 ERI2 AMZ2 CD47 CTBP1-DT METTL9 SERTAD1 ZNF420 DYNC1H1 FITM2 DDI2 ZNF517 ZNF675 ATG7 SIPA1L1 PIGN ENTPD6 SPTAN1 ZNF460 PSAP RPL37A ATAD3A INKA2 GPAA1 SPG7 AKAP17A C1orf122 ZNF335 ZNF84 ZBTB14 CD2AP MIER1 DDX42 STYX TMEM116 UCKL1 FLVCR1-DT GPN1 ZNF536 COPS8 MDM4 TTC37 DLL1 SLC5A3 RPL10A OPA1 TSEN15 LTN1 STKLD1 TYW1 TOP1 SMG5 RNU5A-1 RNU5D-1 SNORD118 VTRNA1-2 RNY3 SNORD18B TDRKH-AS1 LINC00449 IBA57-DT PCMTD2 ARRDC1-AS1 LINC00963 SYS1 BRD2 MRPL38 SKIV2L NELFE LSM2 MBD5 ZNF551 PRR3 GNL1 TRIM31 PPP1R11 TBC1D8 AKT1S1 ATP6V0E2-AS1 PSENEN ZBTB10 C4orf46 CDPF1 C5orf51 TSN ZNF611 DYNLT2B SUPT4H1 HEXA PPP1CB GPSM3 ATF6B RPS29 LIPE-AS1 DNASE1 TAX1BP3 REPIN1 CPNE1 ARL16 MYCBP AMZ2P1 APTR AC009053.1 HAUS3 TOMM6 SEPTIN7P2 RTL10 UBXN2B HOMEZ MCM3AP-AS1 AC009403.1 CKLF UMAD1 PPP3R1 C19orf73 CCNL2 UBA52 MIR1538 CCDC18-AS1 OSER1-DT EDRF1-DT AC005076.1 CPTP DNAJC27-AS1 ATXN1L MRPL20-AS1 NDUFAF8 HMGB3P22 LINC00337 LINC02470 MCRIP1 LINC01534 AC092802.1 TEX22 NUP50-DT AL606760.1 SRRM5 STK4-AS1 LINC00355 LINC01004 C2orf92 HDAC2-AS2 TNKS2-AS1 MRPL45P2 UBAC2-AS1 ZFAND2A-DT CRPPA-AS1 EMC1-AS1 GTF2IRD1P1 ENO1-AS1 ZNF341-AS1 ZNF674-AS1 LINC00271 LINC01353 DLEU2 LINC-PINT LINC01063 TMA7 SMIM26 RPL37A-DT DLGAP4-AS1 PDXP-DT LINC01136 RPS28 RNASEH1-AS1 ZFX-AS1 MAPKAPK5-AS1 C12orf75 LINC01366 AC002310.1 TM4SF19-AS1 APOA1-AS TTC28-AS1 PITPNA-AS1 LINC01923 DNAJC9-AS1 INTS6-AS1 CBR3-AS1 LINC01409 LINC01275 AL391832.2 ABCA17P PAXBP1-AS1 TMEM250 ALKBH6 C1orf226 AC091390.3 STIM2-AS1 MIF NSUN6 PDXP AC141424.1 ARPC1A AC002467.1 SNHG3 ARFGAP3 INHCAP MRPL20 FLNC-AS1 RN7SL832P TIPARP-AS1 MRPS6 AC091153.3 RBM12 LINC02453 RNF139-AS1 NEAT1 DRAIC SEPTIN7P14 LACTB2-AS1 PPM1K-DT ZNF84-DT AC096746.1 UBL7-AS1 AC090061.1 STX18-AS1 BCKDHA CDK11B AC046134.2 HAUS5 AC139887.2 PDCD6 ATP6V1E2 ZNF674 CENPS-CORT MALAT1 LINC02482 SHLD3 AC009908.1 ALG11 FPGT AL157756.1 CKLF-CMTM1 SYS1-DBNDD2 BORCS8 BRK1 CHMP1B TOLLIP-AS1 AP006621.3 EID1 POLR2M SNHG1 COA8 TRAPPC2B HMBS GATC AL132780.1 SLC7A5P2 AL158801.2 AL160314.2 SPECC1L-ADORA2A UBE2F-SCLY FPGT-TNNI3K ST20-MTHFS AL050341.2 RBM15B AC008074.2 CENPN-AS1 AC099778.1 AC098818.2 HEXA-AS1 SNAI3-AS1 AL163051.1 FBXL19-AS1 CCPG1 DOCK9-DT AC138304.1 ZNF865 BOP1 AL023803.1 C15orf65 AC117382.2 AC012184.3 AC087500.1 DLGAP1-AS2 AC005696.1 CORO7 MRPL12 AC007114.1 RDM1P5 AC022211.2 SNORD55 DYNLL2 MIR378D2HG MIR3678 AC015813.3 AP002478.1 DSG1-AS1 AC011444.1 ASB16-AS1 ILF3-DT AC011476.3 AC002115.1 AC002116.2 AC009005.1 LIN37 AC119396.1 NDUFA7 MIR3188 PTOV1-AS1 MIR4453HG AC005759.1 AP001462.1 EGLN2 ZNF559-ZNF177 SMC2-AS1 HSPE1-MOB4 AL355353.1 AC016727.1 HTATSF1P2 ATP2B1-AS1 IRF2-DT AC016575.1 AL024498.1 ARF4-AS1 AP003392.5 NUDT3 GTF2IP13 GTF2IP20 PPP1R21-DT HK2-DT SUV39H2-DT SAP30-DT CHASERR RBAK-RBAKDN CWC25 INO80B-WBP1 MIR4727 NPEPPSP1 RNU11 ZNF280B SNORD25 SYNRG NUDT18 ZNF2 AATF ORAI1 RN7SL1 H4C5 RPPH1 GTSE1-DT RDM1 TSC22D1-AS1 ACACA MRPL45 FLJ30679 RASSF1-AS1 SEPSECS-AS1 LINC01144 AC107398.4 GTF2IP12 HSD17B8_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HSD17B8_TARGET_GENES C1orf112 RECQL REXO5 E2F2 RPS20 BRCA1 TACC3 RUNX3 FHL1 DEPDC1 NCAPH2 BRD9 HMGB3 CENPQ PIAS1 TDP1 RAD51 POLQ GUCY1B1 POLD1 MCM10 ASPM PRR11 IFT80 RAD18 TRIP13 HMMR NUP37 TIMM21 WDR62 MCM6 SPAG5 UBE2T FAM76B TULP3 KIF22 NDC80 OSTM1 XPO1 ITGAE RAD54L IPO11 RFX2 DNMT3B TRMT6 BIRC5 DDX24 MAEA CDC6 FKBP5 MTAP MCM5 CDKN3 CEP128 MTHFD1 VRK1 GINS1 MYBL2 E2F1 FAM83D METTL4 PGK1 CENPI CTCF CMC2 CEP152 RNASEH2A ASF1B CCNE1 HOXA3 LSM5 LHX6 GATA3 MRPL27 TMEM97 NCAPG FOXM1 RAD51AP1 RFC5 NUP107 CDCA3 ULBP1 FBXO5 MCM3 E2F3 TTK BRD8 KIF20A PPWD1 TCERG1 SMC4 ECT2 CENPA ABCB6 KLHL12 CDC20 TMED5 NEK2 CENPF KIF14 CASP8AP2 UBE3D FBXL5 ZNF430 ATL2 MASTL FAM53C ADRA1A SLC35B1 NCAPH MND1 CEP89 GPSM2 CCDC18 ZWINT CIT CENPK STIL HJURP AARS2 EMC3 LRRC29 HROB MCM8 FAM110A XRCC3 RBM42 DLGAP5 CHTF18 EMC4 DUT PIMREG PARP2 MIS18BP1 SGO1 GINS2 HAUS8 PSMC3IP C1orf159 TOP2A FAAP24 RPA1 RFC3 CDCA8 DTNA FADS2 TMEM258 TROAP ESPL1 BORA BRIP1 TBR1 YME1L1 SMC2 TMOD1 ARHGEF39 TCF19 PRCP KIF23 KNL1 LRRC49 CENPO CEP55 KIF20B MNS1 INTS14 ZGRF1 HNRNPD CENPE ALG10 BRCA2 DIAPH3 FANCI TICRR PLK4 KIF2C NUF2 DTL C1orf35 CDCA7 CCDC150 FANCD2 SHQ1 STXBP5L EPHA5 CCNA2 PRIM2 MTFR2 CDCA5 NCAPG2 CDKN2A POLE3 MKI67 INCENP RAD9B NCAPD3 OBI1 SPC25 TRIM36 AHCTF1 SKA1 EME1 DKK2 TBC1D31 ZNF689 SASS6 BUB1B CCNB2 FANCC TENT5B CDC25C MIS18A ALG8 IGF2BP1 ATAD3B ZNF66 C21orf58 RECQL4 LRRC14 THAP8 DBF4B SYCE2 SPC24 TEDC2 PEX19 CIP2A SGO2 TOPBP1 KIAA1143 KIF15 RFC4 RPL39L H2AZ1 CDC25A POC1A MAD2L1 HPGD SLU7 PTTG1 C7orf57 MELK SKA3 DDIAS IFI27L1 CEP295 CEP57 NOLC1 CENPN WEE1 MCM7 FAM111A PCLAF PLK1 NEMP1 RCCD1 RRM1 C19orf48 TK1 PBK RFWD3 FEN1 GFRA2 TMEM208 TMEM129 CKAP2L APLF BUB1 HOXD12 CDK1 SHCBP1 ESCO2 ZIK1 RHNO1 METTL18 RRM2 PPIH EIF2AK3 MTBP MRPL13 MALT1 C5orf34 ZNF738 SLFN11 HPSE2 MRPL57 CKS1B NET1 EXO1 LARP7 RSRC1 UBE2C CKAP5 CENPS ZNF519 EIF3F RMI2 ATAD5 RTTN COX8A NFATC2IP POLE HASPIN C2orf69 GEN1 AURKB C3orf38 EDC3 GATA2 APOBEC3B RCC1 EMC3-AS1 H2BU2P ZNF678 FANCB RTKN2 RAD51B C8orf33 PLCXD1 KPNA2 GPR19 ZNF530 TRAIP CHEK2 LIN9 ZNF730 IQGAP3 KMT5A KNTC1 PTRHD1 TEDC1 PARPBP MYBL1 CIDECP1 KIF18B SMYD4 ERCC6L TCEA1 FANCM ANKRD19P CENPP IER5L ZAR1L HMGB1 ZNF724 ZNF107 ATP2A1 ERI2 H2AC13 H2AC11 ZNF138 ZNF100 ZNF682 ZNF785 BLM GATA3-AS1 HNRNPAB ZNF695 CR1L ATAD3A ZNF273 ZNF43 ARHGAP11A LTN1 PRC1 TDRKH-AS1 CENPW ZYG11A MSH5 MZT1 NAP1L4 THUMPD3-AS1 CEP43 MXD3 ARHGAP19 CLIC1 ZNF726 ZNF90 BX322639.1 AP4M1 SPAG5-AS1 ZNF492 SGO1-AS1 DLEU2 DLX6-AS1 RGS5 DIRC3-AS1 LINC01952 ZNF736 SOX9-AS1 C12orf75 KIFC1 FAM200B INHCAP WDR92 LINC01391 LINC00461 AP000787.1 RAD51-AS1 KCTD21-AS1 AC090061.1 LRP4-AS1 ZNF718 PHOX2B-AS1 EPHA5-AS1 CENPS-CORT CERNA3 ZNF486 RCCD1-AS1 AC027237.3 AC027682.1 ATP2A1-AS1 AC106820.5 LINC01572 AC124068.2 GATA6-AS1 AP002449.1 LINC01775 AC015936.1 MIR924HG SLBP-DT H2AC16 RDM1 FOXCUT ARX DLX6 PAX6 RPUSD1 ANLN QPCTL C12orf4 WNK1 HYAL2 PITX1 NUCKS1 SLC24A1 GTSE1 UNG SPAG6 POLD3 RBL1 MECOM ZW10 ANKRD24 CDC23 BAMBI MYO9B HSCB LMF2 FKBP3 ZFYVE21 CEP192 FAM189A1 KCTD9 LENG1 SP4 H2AZ2 AGFG2 TMEM245 FBXL20 PHOX2B NSD2 NKX3-2 ELMOD1 RSRC2 VPS29 USP5 GOLT1B PRDM13 SIM1 NR2E1 THBS4 SLC30A3 TLX2 PNO1 WRAP73 TTF2 NR5A2 C1orf109 SATB2 HOXB3 TRMT13 CDKN2C H2BC11 NRN1 SNRPD2 DGCR8 FEZF1 HOXD11 THAP10 E2F8 CDKN2D FOXA1 MOSPD2 MLLT1 ZNF331 KMT5C C1QTNF6 MAP3K7 HEY2 EMX1 KCNMB4 NUDT15 DNA2 BMPR1B INTS12 LGR5 FAM222A POLG CDH11 FBXO15 SH3GL1 ZNF687 ANP32E INTS7 HCN3 TMEFF2 DLX1 SNCA SFRP2 MMUT CLVS2 NPAS3 VPS26B POU4F1 SYCP2L ATAD2 ERG C9orf43 ISL2 PCNT SHC1 CCDC12 ZFPL1 TAL1 LHX8 GFI1 RBM15 SMC6 VSNL1 DCAF16 EOMES PCOLCE2 SLBP HMGB2 HHIP ADGRV1 TLX3 SBSPON NUDT2 ZNF367 GLB1L3 COG1 DOLPP1 SETD5 ING2 LRRC45 CENPX VGLL2 EMX2 NUDCD2 FOXN2 CHD7 GATM TNKS MAP3K11 EVX2 DLEU1 FOXG1 PXMP2 NEUROG2 ARID3B BHLHE22 GINS3 TDRKH CACNB4 SKA2 HOXB4 AFMID CMSS1 TMEM255B CDCA2 H2BC13 CDIN1 ZNF732 TMEM216 RNF220 EPOR LIN28B P2RX2 H2AX FAM47E PAX5 ESRRG XRCC2 C6orf141 HOXC6 NOL8 NBR2 TOP1 DZIP3 SOWAHA SNHG5 NEU1 CCHCR1 FBXO48 RNU6-1 TRIM59 FOXI3 SKOR2 H2BC16P RNU2-17P C5orf66 LBX1-AS1 TARID TRBV23OR9-2 LINC02587 ZNF688 FEZF1-AS1 AL589987.1 FOXD3-AS1 LEF1-AS1 HCG21 EIF2AK3-DT MCIDAS MSC-AS1 AL445231.1 SNORD54 TPTEP2 CD46P1 H2AZ1-DT AC105001.1 AC145141.1 LINC02482 HOXA-AS2 AP001372.2 MSH5-SAPCD1 TMPO-AS1 LINC01475 AC025431.1 CTXND1 AC023355.1 CRTC3-AS1 TMPOP2 AC009121.3 AC022098.1 FENDRR ARHGAP19-SLIT1 COX5AP1 FAM47E-STBD1 HNRNPD-DT LHX1 MIR6068 UHRF1 RPPH1 GTSE1-DT LHX1-DT MRPL45 PAUPAR FRG1CP MAML1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MAML1_TARGET_GENES SNX11 ITGAL CD79B NADK ST3GAL1 RUNX3 RTF2 BIRC3 PRKCH IKZF2 TNFRSF17 CYBA UNKL CDK17 HDAC7 DGKA ZFAT OTUD5 RASGRP2 TESK2 ST6GAL1 KLHL20 SIRT6 CEACAM1 P2RX5 AGBL5 SCAMP1 MYBPC2 ARHGAP4 ANKRD24 RCOR1 PLEKHG2 SH2D3C CIRBP GADD45B MKNK2 BCL2L13 SH3BP1 DAAM1 CTSZ NUTF2 NFAT5 IL21R CSK CD37 FCER2 IL4I1 EBI3 NAPA POLR1F GSDME LFNG COA1 FKTN TLE4 P2RX1 ICAM2 SNX25 MS4A6A POU2AF1 CD69 SELPLG MLEC IL23A NEDD9 TRIM38 TFEB LY86 PDE4D NR3C1 HES1 NDUFS7 PASK SLC1A4 PLEK ECE1 TXNDC12 KMT2A IRAG2 PTPA ZNF831 SH3TC1 GPR18 OPA3 SBDS FGD3 FGFRL1 SEC14L1 RHBDF2 SAT1 FCHO1 LSP1 ANGPTL6 DNMT1 COX4I2 NFATC1 NAPSB MGAT1 POMP NAPG YARS1 UBAC2 DTX1 TMEM243 CD36 PAN2 TBRG4 DBNL LIMD2 BLK CD72 RAB30 ITGB7 SBNO1 JDP2 BCL2A1 UQCRC2 IRF8 CD53 TOR1AIP1 ZNF687 AFF3 LRIG1 RGS20 ZEB1 CCDC102B QTRT2 RASGRP3 TXNDC11 ACOXL KCNJ16 ABCA6 NEIL2 TMPRSS15 PIK3AP1 DRAM2 BACH1 MS4A1 CACNA1D DUSP2 CD1D NEK8 TLCD1 CXCR5 FCRL3 SHANK2 CYB561A3 SYVN1 SDC3 TYW3 FCMR REL PUS10 PEX13 MEMO1 ARHGAP25 SLC22A15 GTPBP8 DNASE1L3 LZTFL1 SLBP CAMP CFAP97 GPER1 FUNDC2 TMX3 GOLM2 HTR3A MAPRE2 NIBAN3 CCDC88B LDLRAD4 SFTPB SLC33A1 PTK2 RNASE6 PLEKHA2 ZEB2 MZB1 BFSP2 TMEM37 MOB3A IL16 JUP TLR1 GAPT RIMS2 RHOG CD19 NEUROG2 CYBC1 C12orf42 CIITA ARHGAP45 C6orf223 ZNF101 LINC02724 LPAR5 SEPTIN9 EIF4ENIF1 F8 NSMCE3 GSAP BCL9L KIF18B NUDT17 USP7 NANOS3 TET3 ISG15 LCN10 C15orf62 HES4 SLC4A5 TMEM63A EVL NACA MME ZNF398 DDX39B MTCO3P12 RYR3 TYW1 RNU6-797P RN7SKP249 ADAMTSL4-AS1 DENND1C RNU6-163P SNORA37 MT-TT MT-TP IGKC IGLV8-61 IGLV7-46 IGLV7-43 IGLJ2 IGLJ5 SIPA1 ADAT3 GPSM3 LYRM4 LY86-AS1 RNU2-6P DTNB-AS1 SNRPEP5 C12orf77 LINC00323 LINC00511 SCAMP4 LINC01624 BRK1P2 IL6R-AS1 AL158070.1 OST4 MIR4432HG AL669831.3 LINC02028 LINC02090 RPL34P6 LINC01353 RSL24D1P11 LINC02642 CHRM3-AS2 GPR158-AS1 LINC02579 DDX39B-AS1 MIR155HG EPN2-AS1 LINC01814 AL391832.2 ZEB2-AS1 LINC01685 TLR9 IGKV1D-8 RN7SL38P ARHGAP31-AS1 RPL17P2 HLA-DMB PEX5L-AS2 MIR3150BHG LINC02695 LINC02422 P2RX5-TAX1BP3 MAP1LC3B2 EDDM3DP AC012236.1 AC106820.2 AC022167.3 WFDC21P LINC02175 RHEX MIR4425 MIR4513 MIR4655 TXNIP MIR1260B MIR4645 AC015936.1 S1PR2 AC005264.1 RPL7P50 ZSCAN16-AS1 SPIB AC010359.2 LINC01480 LINC01215 MIR6813 CCL4 RN7SL473P CCL3 LINC02391 MIR384 ZNF592_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF592_TARGET_GENES GCLC ANKIB1 KRIT1 LASP1 CFLAR PLXND1 UPF1 ACSM3 MSL3 GCFC2 ITGA3 ZFX REX1BD BAIAP2L1 ALDH3B1 GTF2IRD1 CDKL3 PAFAH1B1 LUC7L CRAMP1 TEAD3 DNAJC11 NADK CYTH3 SYPL1 CYB561 RPS20 FAM76A POMT2 EEF1AKNMT HFE NME1-NME2 WIZ CEP68 CD22 SEMA3B PRICKLE3 ELOVL5 CALCOCO1 MDH1 CCDC88C AGPS RNH1 ERP44 AKAP11 DEF6 GCLM PHF20 TOMM34 TNFRSF1B POU2F2 GRN PNPLA6 GAB2 ASTE1 ADSS2 RFC1 FBXO42 CDH1 MTREX PHLPP2 STAU2 INPP4A CAPG AP2S1 TPR CP GOPC VPS13D COL9A2 PER3 PPP1R3F JKAMP ARHGEF5 NFE2L3 LETMD1 PRSS8 FNIP2 MRTO4 OPN3 RELT SZRD1 KMT2C PUM2 MRPL43 ZNF280C RC3H2 GDI2 RASGRF1 POLR3E ATP2B4 RIOK2 NDC1 TBXAS1 PARP12 MXD1 CCAR1 BCAT1 SPAG4 DGAT2 VMP1 POLD1 RNF4 TAF2 HIPK2 SLC12A2 SBNO2 ZNF76 PDIA5 SEC61A2 PRKCQ YBX1 PDE4A ELOVL1 GOLGA5 KLF6 EVI5 STOML1 DHX29 DHX8 COASY POLR1A KIF2A PYGM PITX1 DNAJA2 TGFBR3 MAPK6 HDHD5 SLC44A1 JMJD6 ATP2B1 MAP4K4 RPL31 LMCD1 SEL1L HLTF FAM50A CPSF1 PRKACA LNX1 SREBF1 AFF4 RHOBTB1 HMMR FBXW11 DERL2 SCARB1 EED ATP2A3 MGLL HACD3 SEMA3C ADD2 VPS9D1 FSCN1 RAB7A BCAP29 SART3 REXO2 KLHL20 ANKRD13A TRAF4 STXBP2 JADE1 SMC1B ACER3 N4BP2 TULP3 SDF4 TOLLIP REXO1 CIC DNM2 HSP90AA1 DLGAP4 UBA5 ZNF510 MRPL22 NFE2L1 ITGAE PDS5B CYLD GSTP1 TXLNA HADHA CD59 SEH1L CTTN TTC39A DNAJA1 EIF2AK1 EPDR1 PPEF1 TRIP6 SRRT PSMC5 NOP14 L2HGDH GNAS PTHLH PIR RFX2 KHSRP ASAP3 DNMT3B FER1L4 TMEM40 NSFL1C SNX5 MAPKAPK5 ESF1 GCN1 PXN ERP29 FXYD5 CDIP1 BIRC5 LTBP4 PCBP4 YPEL3 ICAM1 PABPC4 CERS4 GLG1 PLEKHG2 OSBPL8 SLC26A4 DLD SLC7A8 SUPT16H WDR76 EZR RFFL XYLB AAAS CRAT WHRN BTAF1 SORBS1 CREM FKBP5 TMED1 CATSPERG FBXL19 BCL7C CIRBP LZTR1 MMP11 MAPK1 GGT1 ANKRD54 EIF3L PICK1 JOSD1 RHBDD3 TSPO TTLL12 CBX7 ASCC2 MYH9 FOXRED2 KHNYN COCH POLE2 VTI1B RIN3 PPM1A SRSF5 MTHFD1 TELO2 PCNX1 RABGGTA PCIF1 TRPC4AP PROCR UQCC1 ZMYND8 ADNP RAE1 SLCO4A1 TCFL5 ARFRP1 NDUFAF5 TRIB3 IDH3B MAPRE1 CHMP4B APMAP USP14 RENBP SCML2 EMD EEA1 USP11 CAB39L RGCC MAPK3 TSNAXIP1 PLLP VAC14 TANGO6 SMPD3 SLC7A6OS USP10 CIAO3 CLCN7 ANTKMT SLC7A5 FBXO31 STUB1 EEF2K PIEZO1 GGA2 HMOX2 DNAJA3 BFAR MAZ BCKDK SYT17 HERC1 IGDCC4 RAB11A CTSH HOMER2 SPG11 INTS9 CPQ GFUS ERI1 SLC39A14 LEPROTL1 R3HCC1 UBXN8 ARHGEF10 KCNN4 TULP2 HNRNPL SNRNP70 LIN7B PIH1D1 PLEKHJ1 SF3A2 IL4I1 SGTA FAM32A TIMM50 NUMBL TBCB POLR2I CACTIN PTPRS CARD8 LIG1 DBP RASIP1 MIER2 WDR83OS ETV2 MAG USF2 STEAP1B ADAP1 CAV1 STX1A PTCD1 EIF3B AIMP2 RBM28 SERPINE1 NRF1 MEST ACTR3C TMEM248 RHEB BCL7B LHX6 RAPGEF1 ABHD17B ZFAND5 DDX50 MAPK8 PLEKHA1 TWNK FBXW4 ACBD5 LHPP STN1 TASOR2 SMC3 CCDC6 DNAJC12 TSPAN14 NUFIP2 GIT1 UBTF CASC3 RAD51C DHX40 GOSR2 PNPO CDK5RAP3 PIGL HOXB6 FTSJ3 AKAP10 SMARCD2 ICAM2 DHX58 NAGLU EZH1 MRPL27 ABCC3 LUC7L3 SMURF2 HLF WSB1 OCIAD1 UBE2D3 SLC2A9 NKX3-2 SNX25 HTATIP2 FNBP4 LPXN EHD1 KMT5B PPP6R3 CCND1 IL10RA ACCS MADD PTPMT1 SOX6 C11orf58 RPS13 NUP98 PRPF40B PRDM4 KCTD10 MVK ATP5F1B RSRC2 VPS29 LTBR DDX55 SLC38A1 VDR CAND1 CNOT2 KRR1 COPS7A ING4 CDCA3 GNPTAB SUDS3 TDP2 SOD2 PHACTR1 MDN1 SAYSD1 PTP4A1 ALDH5A1 C6orf62 TFEB DNPH1 SLC29A1 HARS2 HSPA9 RNF130 CNOT6 POLR3G TARS1 RAD50 IL5 C5orf15 TRIM23 TRAPPC13 MACROH2A1 TCERG1 HMGXB3 STC2 CPEB4 AMOTL2 PCCB HES1 NPRL2 CYB561D2 NEK11 ABCC5 ABHD14B ABHD14A-ACY1 SSR3 DGUOK KANSL3 CENPA POLE4 FANCL GLS ST3GAL5 CHST10 KDM3A CHMP3 IL1R1 FHL2 MLPH STK25 ODC1 C2orf42 PARK7 SRSF4 MECR MEF2D KIAA2013 WARS2 OSCP1 LGALS8 BMP8B ACADM RAB29 ECE1 SLC2A1 EBNA1BP2 AKR1A1 DR1 SYF2 RSRP1 DHDDS ESYT2 CTSD FBXO30 FBXL5 TGIF2 HS1BP3 GTF3C3 C1orf198 PTPA PHF19 INVS DENND1A NRDE2 SLC17A5 ELOVL3 C10orf88 AVPI1 GNA13 HOXB3 SEC16B ALG5 KDM3B EPHX2 TNFRSF8 TEX14 TMEM131L DEPDC7 PDS5A GTF3A ZC3H7A ANXA11 RWDD3 ZNF644 PMS2 ZMIZ2 ARL4A CISD1 CDKN2C PKN1 WDR83 ATP7B B9D2 ACSL3 FAM124B CTCFL PREX1 NCOA3 NCOA5 ARFGEF2 PEDS1-UBE2V1 STAU1 SNAI1 PPP4R1L BCAS4 NAGK USP22 WRNIP1 RRP36 SERPINB6 DEK SH3TC1 DMAC2L GRK4 ARMC7 NT5C GTF3C4 PPP1R12C POLR1B PSD4 GPCPD1 MGME1 MAX MMP24OS AGO3 KLC1 TUBGCP3 CAPNS1 FRMD8 TRAP1 ZNF384 EMG1 PCNX4 L3HYPDH FAM78A MAP2K2 LRRC61 EMC1 F2RL3 SYNGR3 METTL25 PAICS PPAT DGCR8 RIBC2 CCDC136 KLHDC10 ARHGAP22 ALDH1A2 MPDU1 MIS18BP1 SEC14L1 ARHGEF6 SYT5 GNL3L PRKCSH CDC16 THEM6 NECTIN2 TOMM40 XPO7 NSUN5 SNX9 NDUFA10 SSBP4 JUND UBAC1 RBBP8NL ADRM1 METTL26 PPAN ANGPTL6 ZNF331 LRP3 ZNF341 SLC34A1 CAP1 PPT1 RLIM CAPN7 SLC6A6 KCNC3 NAPSA MGAT1 DIAPH1 UBE2D2 C1orf159 PPFIA1 IL13RA1 PRKAB2 MCCC2 ZSCAN5A NR0B2 RHPN2 BRME1 CC2D1A LRRC41 NUP210 PTCD3 MYBBP1A UBE2G1 ITGB4 H3-3B TRIM47 PCBD2 PRMT7 VPS4A NXT1 CTNNBL1 PPP1R3D PEMT FAM104A WDR74 MORC2 ZDHHC8P1 ADCK2 CCDC59 THUMPD3 WNT2B TRIM45 LDHA RBM17 ECHDC3 TMEM241 PIWIL4 PUM1 RNF138 SLC43A3 FADS2 TMEM258 C5AR2 TMEM165 GGACT COL4A2 WDR36 HILPDA EHF CAPRIN1 ATP5MC2 GLS2 KRT7 MAP7 SMPD2 MPHOSPH6 DYNC1LI2 SLC9A5 NTPCR CEP350 NPL TTLL4 USP37 WNT10A TMBIM1 CAB39 REV1 C2orf49 APPL2 VILL FLNB NEK3 VPS36 SUCLA2 SETDB2 IL6 RSAD1 NMT1 SRSF1 TRA2B UGGT1 NIBAN2 CDK5RAP2 FPGS TRMO ANP32B RNF38 TFAP2A TMEM14B TMEM63B TUBB2A HMGA1 SLCO2B1 NUMA1 KNL1 PLCB2 ZNF280D HADHB PNPT1 DNA2 ATIC METTL5 SHF LARP1B SCARB2 SEC24B MAPK8IP3 AEBP2 FAM222A TARBP2 SMARCC2 ANKRD52 ESD SBNO1 VPS37B RHOF RBM26 CBLN3 WDR89 TLE3 HMG20A SCAPER IGF1R ARRDC4 ULK3 POLG PMM2 CPNE2 CMTM3 MAP1LC3B RHOT2 DEF8 TCF25 GALNS GAS8 KSR1 RANBP10 C17orf80 TOB1 SKAP1 BCAS3 PTRH2 PRELID3A IMPA2 ZMYND15 WRAP53 TP53 ARHGDIA TMC6 CSNK1D TBCD NARF RPTOR FOXK2 CEP131 DYM PNMT PRDM15 FEM1A SH3GL1 DPP9 PGGHG CARM1 PSMB6 RPS11 NOSIP RERE PEX14 PGD HSPG2 STRIP1 POGK SDHC PRCC HDGF RORC SNX27 MCL1 KCNH1 EIF2D TTC13 DEGS1 ARF1 CNIH3 PYCR2 REN PPFIA4 EML4 CALM2 WDPCP ANKRD53 SPOPL RHBDD1 CTDSP1 CNOT9 LIMD1 TMEM44 EIF2B5 TBCK CISD2 NKD2 RPL37 BDP1 ATG12 RNF145 FBXO38 BOD1 TBC1D7 WTAP ZMYM4 C7orf50 SSC4D MEPCE NOM1 CCDC120 RPL10 HMBOX1 STAR PLPBP TACC1 NSD3 LACTB2 EBAG9 ZNF7 NFIB ZCCHC7 GSN NR6A1 SURF4 SURF6 LRSAM1 GPR107 POLR3A RGS10 SYT8 DGKZ CELF1 HIKESHI ENDOD1 INTS4 LAMTOR1 FADS1 ROM1 EML3 B3GAT3 SIDT2 YTHDF1 LTO1 TBX6 ALDOA TMCO3 MIA2 CCDC83 DOCK1 PIP4K2A CACNA2D4 NGLY1 OXSM RAD9B DLG5 TEX30 ANKRD50 UPF2 VPS26B NCAPD3 AMN1 CCDC122 DST BEND6 ATP5F1A PDE3B SH2D6 NADK2 GPR180 SRP19 CAST HNRNPU RANBP2 AHCTF1 TRAPPC8 NMRAL1 ABCA5 BUB3 ATP5PF GABPA CCDC174 SKA1 PPP4R1 CCDC144B EME1 FBXL18 KLF10 AZIN1 AGPAT5 MARVELD1 ZFYVE27 OXA1L SLC7A7 LARP1 ZKSCAN2 C9orf85 LSM11 ADK C8orf37 N6AMT1 BACH1 CDK20 MTERF3 PTDSS1 SUPV3L1 TYSND1 UTP14A TBC1D31 MALSU1 BUB1B ODR4 PAXIP1 CLDN12 SUSD3 DDX19B ST3GAL2 FCSK IL34 VPS26C LCA5L C2CD2 TMEM268 GAREM2 PANK4 RADIL UBXN11 WASF2 CUL4B AHCYL2 RNF166 DEDD ZNF276 PINK1 FBXW5 CSRP1 SNF8 HLCS PSMB4 STARD9 CTBP1 ZFYVE28 CARMIL2 DFFA VMA21 CILP2 PKNOX1 HSF2BP RRP1B G6PD RRP1 AGPAT3 FAM207A RALGDS RDH13 NEK8 ADAR ANO10 TONSL SH2B2 NAPEPLD ABCF3 LRRC56 PLXDC1 IKZF3 ZNF385A FAM171A2 LEMD2 CXCL16 MEIOB CLPB SLC25A45 LRP5 KLHL21 GMEB1 SDC3 RBBP4 TSSK3 FAAP20 NFIA FAM102B AGL ZNF496 WDR26 COQ8A RNF149 IWS1 ARHGAP25 EOGT TMEM183A IFI16 EIF5A2 PPM1L RYBP PPP4R2 NEPRO CXCL3 RYK ZNF513 SMIM12 TPRA1 DNALI1 TKT TASOR MELTF EXO5 C4orf3 TMEM144 ICE1 OTUD4 TMEM161B F2RL2 RHOBTB3 CFAP97 SHROOM1 UQCRQ STK17A ZNF12 USP49 FABP5 DNAAF5 TMEM184A NOS3 INTS1 CDK5 SLC4A2 FOXK1 FZD6 CTHRC1 METTL2B MID1IP1 KIAA1958 TRMT10B DEUP1 REEP3 ARF6 KBTBD6 VDAC2 COMTD1 NSD1 PRDX3 SNAPC4 CASP7 BTNL9 ZFYVE1 UBTD1 PACSIN3 SLC39A13 IFI27 GPR176 BTRC SGPL1 WBP1L C2 NUDT13 IFTAP ATP9B ZMAT1 ATMIN WEE1 NDST2 TK2 TMED3 ATF7IP2 AP1G1 CLPX STAT6 STX3 MTMR10 NYAP1 MAPRE2 EVA1C TCP10L2 PBX3 ISLR2 CRK ENGASE FN3K ZNF226 ZNF668 ZNF646 TPM4 RAB8A MIDN GATAD2A PROCA1 RPL13 DHRS13 SPINT2 ZNF444 MFSD3 RILP TBX10 MIS12 TMC8 FAM234A ZNF598 ABCA3 KCTD5 SRRM2 RAB3IL1 SLC3A2 ATG16L2 MAJIN CCDC88B COPS6 RAB4A GNG4 IRF2BP2 PDHB PXK ARF4 ING5 RHOH BMP1 FEN1 HJV LDLRAD4 GFM1 TNIP2 E2F6 HNRNPH1 DHRSX SLC25A6 CSNK1G1 ATF5 UBE2V2 CXCL11 KCNAB1 CCDC8 RAMAC PROKR1 ASPSCR1 DUS1L ZNF32 HNRNPF ITGAM KLF13 ZFPM2 ZNF747 ALCAM CCDC144A GYPA NANP ZNF282 HARS1 RIOX1 PFKFB3 IRX2 NUDCD2 CDCA4 USP32 RIOX2 KIAA0232 TSNARE1 INSR TRIM8 NETO2 FAM98B CANT1 CHD7 ZNF581 GLOD5 KSR2 WIPF2 LRRC8D ZNF584 BPTF S100Z TCEA2 RHNO1 PPIH SHLD1 KLF11 MOB3A NME6 ZNF131 CERS6 MCRIP2 PPP1CA HCFC1 KLHL6 CHCHD1 MRPL52 RAD9A ZFAND4 OXSR1 PHF8 KAT5 DCAKD NOC3L MFSD4B SYT12 MMRN2 CST9 SFT2D3 ARV1 PPP1R14B PEAK1 TNFRSF10C CHD2 CCDC106 NUDT4 PC LRFN4 SLC19A1 RCE1 UQCRH TOMM20 RNF213 MARCHF10 PLK3 GPR160 RBM4 CCS CTSF LEMD3 FAM53A CTU2 MGA DDX23 ATP2A2 C12orf76 HRAS PDE12 PTDSS2 SNHG29 VCPIP1 ZNF408 ARHGAP1 MED16 ATG13 CHST1 GOLGA8A SMAD2 CLTB PPP2R2D DRAP1 UCP3 UCP2 C11orf68 RAB6A RMI2 TOM1L2 ZNF77 MLXIP DOK7 CRYBG2 IP6K1 CSTF3 UFSP1 CCDC57 SPHK1 ZBTB8OS B3GNT4 VPS37D CNTD1 MEX3C MYO1D ACSF3 LRRC37A3 ANKLE2 C8G DPP7 SEC24C MTHFR DEAF1 TMEM80 RHOG RPS6KA3 PUS1 CHD9 ZBTB38 PPFIA3 SAMD9L IRX3 SRRM3 HNRNPA0 AL162595.1 CHID1 TMEM187 AP3S1 RPS27 ASB8 IMPDH2 TSSK6 TMEM11 OPLAH FBXO34 SNX18 EXD1 RCC2 CYC1 PER1 FARSA ALOXE3 VWA1 LACC1 PCBP1-AS1 R3HDM2 SEPHS2 PUF60 DCTPP1 ZNF48 TRNAU1AP ZNRF2 ZNF609 ARHGAP45 SKIDA1 SMG1P3 PPA1 SCRIB RPH3AL METTL23 ZNF707 ZNF746 ACBD4 SETD2 GPR3 LSM10 SLC2A4 IBA57 IDH2 TEX19 EXOC7 ADI1 EWSR1 SLC25A10 WT1-AS LINC01547 CCDC125 UTP11 HMCES TRMT12 MACC1 COA3 PTP4A2 DIABLO UBE2F POU6F1 TSSC4 KNTC1 SEPTIN9 SEPTIN5 EIF4ENIF1 SMIM10 UBE2G2 APOO TMEM186 IMMP2L WT1 NOC4L BRF1 ADSS1 DDX51 IFITM2 PGBD2 NOTUM CCDC137 TEDC1 TNFAIP8L1 SH3BGR FAM174B ZSWIM9 NR2F2 SP1 HDHD5-AS1 SETD4 RNPC3 BICD2 NDUFA13 ZNF566 CYP2R1 LILRP1 CENATAC BCL9L ZNRF1 KLK12 KATNA1 ZFP91 C17orf58 HYAL3 VSIG10L CDRT15P3 HEXIM1 MAPT MITF BAGE2 CHP1 PTMA SIRT7 EXD3 TRPV2 THSD4 MCRS1 PLSCR3 P2RX2 KLHL17 C17orf99 PRKAR1B AGAP4 PP7080 PLSCR1 GTF2F2 TCTEX1D4 DUSP28 SUMO2 HMX3 RHCE PARVB UROS NOXA1 TMEM201 KLRG2 ALKBH2 CLDN4 C15orf61 HMGB1 SYCP2 ZNF250 WDSUB1 PLEKHG4 STK40 GREB1 SRGAP3 FAM217B SUPT5H ZNF775 SIAH1 MYO18A SPTSSB HDAC2 S100A2 CTBP1-DT LAMB3 ANKRD36B SRGAP1 LAGE3 EOLA2 ZNF398 H4C3 ZGPAT RAD54B TRIM33 ZNF628 IRF1-AS1 EOLA1 DNAH10 ZNF460 RPS26 RPL12 ELOVL2 CCDC151 MAK16 GRK6 ZNF248 HELZ TMEM116 UCKL1 PIM3 ASPH WWP2 TXNRD1 NRARP NCOA6 TEX45 SLC5A3 SCAMP5 OPA1 FICD STKLD1 CAPZA2 MFAP3L NAGA RNU5F-1 RNU1-108P SNORD68 RNU5B-1 RNU6-194P RNY1 VTRNA1-2 RNY3 VTRNA1-3 INF2 CHML IBA57-DT C6orf99 FCGR3A LINC00963 NEU4 SMIM5 NELFE VARS1 BAG6 TRIM39 SPDYC MRPL53 TCTN1 ZNF155 AC007389.1 CCDC85C HMGN1 DENND6B RP9P JPT2 CFAP99 HACD2 ANKRD28 RNU6-1 RNVU1-32 RNVU1-15 RNU6-1160P RNU6-9 MIR193A MIR153-1 SACM1L RNU6-1055P SNORA74B LINC01089 ZNF580 NUP62 SFT2D2 FAM24B TRIM59 CCDC183 DNLZ FIRRE NDUFS3 GPSM3 SLC35F6 REPIN1 ARL16 TTC41P C19orf38 IFRD2 CHCHD2P2 PHB2 VPS16 CKLF ZGLP1 MTMR9LP XKR9 BTBD19 CYTOR RNU2-2P RN7SKP119 TH2LCRR NUTM2A-AS1 SAMSN1-AS1 CCDC18-AS1 LGALS8-AS1 ABCC5-AS1 HCG14 C5orf66 AC095032.1 HMGB3P22 SLC9A3-AS1 LINC01770 GAPDHP16 LINC01623 MCRIP1 AC092802.1 TEX22 TRGV6 CFLAR-AS1 LMCD1-AS1 KIF9-AS1 SLC2A1-AS1 TP73-AS3 HCG20 MELTF-AS1 FAM174C C2orf92 HDAC2-AS2 LINC02577 EEF1DP1 HMGN1P37 LRRC3-DT TOB1-AS1 C9orf147 ELOVL2-AS1 DSCR9 COL6A4P1 LIMD1-AS1 HM13-AS1 ZNF341-AS1 AC005532.1 HCG18 WARS2-AS1 LINC00689 PRDX3P2 E2F6P4 MYO3B-AS1 ZBED9 ARL5AP5 LINC02777 ST3GAL5-AS1 AC004990.1 SEC1P DLGAP4-AS1 SNHG7 HOXB-AS3 AC016876.1 STXBP5-AS1 DDX11L10 PUDPP2 AC005083.1 DLG5-AS1 LIX1L-AS1 ZFX-AS1 KCNH1-IT1 LINC01641 RPSAP31 SP2-AS1 FAM133B MAPKAPK5-AS1 SNHG20 SDHCP3 ANKRD65 ZSCAN31 LINC01702 HM13-IT1 AC087294.1 EIF1P2 FBXO30-DT LINC00894 LINC00607 OLMALINC ZNF815P DDX11L2 FAM157A LINC01424 PRKAR1B-AS1 LINC01732 RNF223 KIFC1 NFIA-AS1 LINC00674 PRKCQ-AS1 AL391832.2 ABCA17P LINC02863 SNORD54 RNU7-27P MYLK-AS1 NME1 TCAM1P LRRFIP1P1 PEDS1 LINC00886 RPL7P41 ATP5MF FABP5P3 LINC00893 TCP10L ATP5MC1P3 ARFGAP3 MRPL20 MRPL33 PPAN-P2RY11 PRAF2 NAA80 CFB MRPS6 UBE2V1 RNF139-AS1 AC105285.1 LINC02709 LINC01184 KCTD21-AS1 SBF2-AS1 DIAPH1-AS1 AC100861.1 AC044802.1 GPR176-DT DNM1P35 BAALC-AS1 CSTF3-DT AC011346.1 TNXA LINC01962 EGFLAM-AS4 FAM138E ATP5MF-PTCD1 PSME2P3 PVT1 CHCHD10 STK19B F11-AS1 FOXD1 MALAT1 RNU6-1219P RNA5SP236 RNY4 SHLD3 AC083973.1 LINC02159 CERNA3 GASAL1 MINCR C8orf37-AS1 ALG1L13P LINC02696 LINC02695 CKLF-CMTM1 DPP3 ZFP91-CNTF AP001922.5 AP002008.3 AP002748.4 C10orf88B SNHG1 PRECSIT DNAAF4 HMBS AC156455.1 LSM14A ODC1-DT LINC02354 KRT7-AS PRANCR SLC7A5P2 AL158801.2 PDF AL160314.2 AL157911.1 LINC01629 H2AZ2P1 MC1R LINC01146 UBE2F-SCLY MAPK6-DT IQCH-AS1 IDH2-DT NORAD CENPN-AS1 ITFG1-AS1 LDC1P AC011773.4 SLC7A5P1 FBXL19-AS1 LINC02193 AC018845.3 LINC02252 PECAM1 PDCD6IPP2 AC124068.2 LINC01976 DNAAF4-CCPG1 AC005670.1 GFY MMP25-AS1 ROCK1P1 MIR4526 PPP4R1-AS1 MIR5684 NBPF11 MIR4492 MIR4736 MIR4470 MIR5696 MIR3181 MIR4789 RBM8A AC132938.3 MIR3939 TXNIP SRGAP2 AP002478.1 NCOA4 MRPS21 MIR4706 MIR4530 MIR4766 AC027097.1 ZNF8-ERVK3-1 AC092295.2 AC006116.7 AC008750.2 MIR3188 CARD8-AS1 NBPF12 AC012313.6 RPARP-AS1 EGLN2 SRXN1 ARF4-AS1 POM121C CHASERR PAXIP1-DT CWC25 MIR4727 CASTOR2 RNVU1-27 ZKSCAN2-DT SNORD25 MIR6508 DUSP14 ORAI1 TADA2A SNORD26 SNORD49B CEBPB-AS1 CISD3 RNVU1-2A ZNF8 AL354696.2 MIR6070 ACACA HEIH AL845472.1 PCAT14 MATR3 TRG-AS1 GHET1 SNHG4 EBLN3P LINC01002 MGC4859 MIR451B MIR4659B GTF3A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/GTF3A_TARGET_GENES PEX3 LTBP4 PLEKHG2 GYS1 MAST1 DHX58 NDUFS7 ACADS EMC1 SYNE1 REEP2 RASGRP3 FAM230G MTCO3P12 RNA5SP46 RNA5SP183 RNA5SP308 RNA5SP370 RNA5SP195 RNA5SP124 RNA5SP319 RNA5SP452 RNA5SP443 RNA5SP448 RNA5SP218 RNA5SP393 RNA5SP215 RNA5SP387 RNA5SP368 RNA5SP202 RNA5SP515 RNA5SP194 RNA5SP84 RNA5SP505 RNA5SP166 RNA5SP172 RNA5SP223 RNA5SP152 RNA5SP19 RNA5SP22 RNA5SP37 RNA5SP131 RNA5SP259 RNA5SP151 MT-TF MT-RNR1 RNA5SP176 RNA5SP332 RNA5SP252 RNA5SP299 RNA5SP482 RNA5SP53 RNA5SP431 RNA5SP95 RNA5SP198 RNA5SP494 RNA5SP41 RNA5SP306 RNA5SP304 RNA5SP280 RNA5SP221 AL669831.3 MTND5P11 RNA5SP362 RNA5SP180 RNA5SP318 RNA5SP255 RNA5SP495 RNA5SP134 RNA5SP55 RNA5SP206 RNA5SP481 RNA5SP75 RNA5SP392 RNA5SP471 RNA5SP490 RNA5SP106 KAT2A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/KAT2A_TARGET_GENES CYP51A1 RAD52 LASP1 POLDIP2 CDC27 UPF1 GCFC2 ZNF195 AGK MARK4 PIGQ DNAJC11 SYPL1 CYB561 CELSR3 SS18L2 RPS20 MKS1 ABHD5 AKAP8L RNF216 PPP5C MBTPS2 CALCOCO1 MDH1 ZMYND11 MATR3 GLT8D1 RALBP1 AGPS MNAT1 ZNF839 ZDHHC6 RNH1 ALAS1 UBR2 NR1H3 B4GALT7 SNX1 IFT88 ZCCHC8 ABCF2 TMSB10 PEX3 SH3YL1 TBC1D23 NSUN2 BOD1L1 CLEC16A LSG1 RETSAT CTNNA1 NOP16 KITLG CLPTM1L HEBP2 MRTO4 THRAP3 ARID4B FAM168A NOP58 SZRD1 PUM2 GDI2 PITHD1 POLR3E NDC1 GATB WNK1 VMP1 SPHK2 RPL18 TNPO3 BORCS8-MEF2B RFXANK SUGP2 SBNO2 ZNF76 TRAM2 PDIA5 ZC3H15 YBX1 PKM DHX8 ZFY PPP2R5B UFD1 PHRF1 PFN2 SLC44A1 PABPC1 ATP2B1 RPL31 TCF3 CPSF1 AFF4 NFATC3 FBXW11 CLASP1 EED NCBP3 DPP8 ZZEF1 TUBE1 TIPIN SRI EIF4G3 TIMM21 VPS9D1 ZNF37A MKRN2 ARHGEF1 PPP1R12B SIRT6 POLD3 REXO1 DDX1 CNOT4 HSP90AA1 RBL1 JMJD4 EPB41L3 KAT6A ITGAE TDRD3 CYLD SLC27A5 ZMPSTE24 STARD7 WDFY1 MTIF2 CHERP DNAJA1 TMED2 SRRT PGS1 NOP14 GNAS CRLS1 NSFL1C RPL6 MAPKAPK5 ANAPC5 GCN1 FUS ZBTB25 ANKRD24 SLC9A1 MRPS33 MCOLN1 CCDC80 PPP2R3C CDC45 COMT SEC22C AAAS WAC HNRNPH3 CDC7 FBXL19 MADCAM1 TRMT2A RANBP1 MED15 SNAP29 LZTR1 SNRPD3 TOP3B GGA1 POLDIP3 RPL3 TXN2 EIF3D RANGAP1 TRMU PRMT5 DICER1 PPP4R3A C14orf93 TRIP11 PABPN1 CHD8 PRORP ADNP NOP56 MANBAL CHMP4B CEP192 POLA1 TAZ PARP4 PHKB TSNAXIP1 NFAT5 HCFC1R1 CIAO3 CLCN7 ANTKMT FBXO31 UBE2I GSPT1 MAZ KNOP1 AAGAB IQCH TRIP4 DTWD1 GABPB1 DNAJC17 BLOC1S6 BRF2 EIF3E SNX16 MTMR9 DCTN6 PPP2CB MCM4 KCTD9 MAP4K1 CGB2 SARS2 IL4I1 TIMM44 C19orf44 RPS16 PIAS4 TBCB POLR2I HNRNPUL1 BCAT2 TNPO2 GCDH ARMC6 TMEM147 ERF DNAJC2 DNAJB6 PLEKHA8 PTCD1 EIF3B SNX8 TAF6 RBM28 RPA3 ZNF862 FKTN DNM1 EXOSC3 CCNJ CCDC6 UBTF PIGL CCDC47 SMARCD2 DDX5 C17orf75 SLC9A3R1 TNFAIP1 IFT20 PHF12 RPL34 LPXN EHD1 KMT5B CCND1 DDX6 AMBRA1 SOX6 C11orf58 RPS13 SLC11A2 MLEC MVK CSRNP2 PTGES3 MAGOHB GPN3 GTF2H3 EIF2B1 TBC1D30 NUP107 KRR1 CDCA3 C12orf57 RIC8B RWDD1 NCOA7 FBXO5 MRPL18 E2F3 MED23 RPS12 CUL9 VEGFA MRPS27 MSH3 PDE4D RAD1 BRIX1 SKP1 TTC33 SMAD5 BNIP1 CRBN UBE3A PDCD10 IQCG COMMD2 EIF1B SPCS1 NEK4 MOB1A SLC35F5 SF3B6 GTF3C2 RPS15 NDUFS7 CCDC88A MRPL19 ELMOD3 GGCX TXNDC9 HSPE1 ID2 GORASP2 THADA NFE2L2 ICMT ERRFI1 S100PBP SFPQ LAMTOR2 SMG7 ADPRS ZNHIT6 RBBP5 GALE IPO13 VAMP4 DARS2 UTP25 SLC35A3 DHDDS ARID1A RPA2 PPP1R8 KMT2A PHF3 VAMP8 DNAH7 SENP5 FKBP15 ZBTB45 EPCAM CENPL TCP1 SNX19 NUDCD1 ENY2 PROSER1 WBP4 ELF1 KBTBD7 SIL1 SERP1 NFYB ZNF706 PDS5A LIAS MTERF4 RPL5 SEPTIN7 CDKN2C KBTBD4 ATPAF1 LPGAT1 COQ8B SDC4 ZNFX1 STAU1 MCEE SNRNP27 MPHOSPH10 TRERF1 WRNIP1 AARS2 GLO1 EMC3 C16orf70 GOT2 GRK4 MRPS7 GGA3 NUP85 PPP1R12C SNRPB MAX KDM5C AGO3 TUBGCP3 PCID2 KRT36 SCAF1 TRAP1 ZBTB1 AUNIP EMC1 HP1BP3 PKMYT1 METTL25 PEX1 RBM48 MRPS12 PARP2 ITFG1 TTI2 RPL36 GTPBP3 PGLS ATXN10 ZNF337 UCK1 MED18 LRP3 AAR2 CAP1 C1orf159 THOC6 FMO5 PRKAB2 CHSY1 CLUH H3-3B UNK VPS13B ERAL1 DCAF8 IGHMBP2 MMACHC CTNNBL1 CDK8 PEMT DSTYK CEP20 ZNF767P LARS1 CCDC59 NUMB ELP3 DPH6 KATNBL1 LAMTOR5 CEPT1 LDHA ACP2 YARS1 UBAC2 ERCC5 TPP2 CARS2 USP30 AKIRIN2 DNAJC14 CDK4 ZC3H10 CCT7 DHX9 EIF4E2 CAB39 MED4 HUS1 RSAD1 NMT1 VEZF1 TACO1 DCAF7 UGGT1 CDK5RAP2 SLC31A1 TEX10 RPL35 ARPC5L APTX FLOT1 IER3 MTCH1 VARS2 RNF121 KNL1 BCAR3 ARL3 CCNG2 GSTCD INTS12 GUCD1 ALG10 TMTC3 SLC15A4 MMAB SMARCC2 ESYT1 RBM26 CUL4A WARS1 TLNRD1 POLG FANCI ABHD2 MAP1LC3B RPS2 COPS3 RANBP10 CLTC WRAP53 CSNK1D FOXK2 ELAC1 FBXO15 FEM1A SH3GL1 CCDC97 GEMIN7 ERVK3-1 EVI5L PSMB6 RPL13A ITGB3BP MTF2 STRIP1 USP21 RRNAD1 ISG20L2 TOR1AIP1 SF3B4 SNX27 MCL1 EIF2D UBAP2L C1orf43 ILF2 TTC13 ACP1 SNAP47 NVL HNRNPLL WDPCP HSPD1 TAMM41 ABHD10 NDUFS6 SRD5A1 DDX46 N4BP3 BOD1 ZMAT2 TRIM7 TRIM41 ABT1 PHIP ZMYM4 ZC3HAV1L SNX12 MRPS28 HAUS6 MED22 RPL7A GTF3C5 CIZ1 SLC25A25 NOTCH1 TAF5 PPRC1 RPS3 KAT14 YTHDF1 TRPT1 NUDT22 ALDOA TLCD3B HMGA2 DLAT EIF4E NDUFC2 CDC123 VTI1A ADAM17 C18orf25 UHMK1 HNRNPDL GGPS1 SREK1IP1 CWC27 TXNDC11 LINC00467 RPIA TRIP12 FBXO36 ENPP3 ENAH MRPL39 XPC CCDC174 MARVELD1 PDIA4 MCU DPY19L4 DRAM2 C8orf37 SFXN2 SUPV3L1 ZFAND3 TBC1D31 ATAD2 GALK2 EIF4A2 SEC13 NTAN1 ST3GAL2 SLC38A10 PANK4 MRPL17 H2BC5 H4C8 EIF5B CNOT11 AHCYL2 ZNF276 ALG8 ADPGK PSMD4 GPBP1L1 TMEM69 DFFA NDUFV3 FAM207A MCM3AP ZER1 CHTOP NLRX1 CRTC2 ANO10 UBQLN4 VPS28 TONSL LRRC14 RPL8 PSMC2 DVL3 PCYT1A PLXDC1 PRPSAP1 EIF4A1 PAQR4 CLPB LBHD1 RPL29 USP24 LZIC TM2D1 DNAJB4 VANGL2 IER5 TYW5 MAIP1 LYSMD1 SCNM1 VPS72 SERPINI1 CCNL1 RPL9 RPP14 ZC3H12A GNL3 PBRM1 LRPAP1 ZNF691 GRPEL2 NSA2 GFM2 STK17A PEX2 DNAAF5 CDK5 SLC4A2 ALDH7A1 ZNF367 ARF6 NUDT5 TSC1 GFI1B BMS1 ZNF219 CASP7 ZFYVE1 HSPA12A CPSF2 SPRED1 HIF1AN ZFYVE19 BAG5 API5 COPS2 C16orf71 FAM227B IFTAP ZNF143 MCM7 ZNF3 HSP90B1 GOLM2 CIAO2A PCLAF PLK1 CNPY4 PHB FBXO22 SMG8 MIDN TUBA1C AXL EEF2 HDGFL2 KIFC2 CYB5D2 C19orf48 TK1 KCTD5 CTNNB1 SF1 ANKS3 RNF187 ATXN2L HJV STAT3 ZBTB5 USP39 E2F6 ATF5 METTL15 AGPAT2 DUS1L LIMS1 GUSB SF3B5 PDCD6IP GABARAP UBB TMED10 NUDT9 TRABD CHCHD7 NDUFA3 OSCAR NAIF1 JUNB FAM98B GAA MRPL36 ZNF581 ZNF524 TCEA2 RPS7 RNASEH1 MIR31HG JMJD1C ORMDL3 KRCC1 CYCS TEFM BSG RPL38 DCAKD FAM222B HSPA6 ZBTB21 ARV1 RNASE11 NMNAT1 RCE1 ENDOV FBXO45 C16orf91 DDX23 ZBTB4 C12orf76 BBS1 MSL2 IQCK B4GAT1 HRAS VCPIP1 CENPS LIPT2 ALG10B DRAP1 C11orf68 MRPL48 AURKAIP1 SSNA1 CCDC57 ANAPC2 SLC35G1 HSD11B2 WDR25 ACSF3 ZFAS1 NR2C2 HASPIN GBA FLII HNRNPA0 IMP3 NDUFAF3 STAP2 BOLA1 DALRD3 TMEM11 EIF3K MRFAP1L1 MRFAP1 ALOXE3 MKRN3 CDC42EP4 PIPOX SERTAD2 FIZ1 RCC1 EMC3-AS1 SCRIB POLR2A RNF135 PLAG1 CLDN7 TMEM259 MRPS16 CYB5D1 PRR34 YBEY NPLOC4 TSPAN10 RPS17 TMEM198B RPL35A HMGN4 NAA38 AFMID LINC01547 SF3A3 NDUFB1 ACTG1 ADAP2 H2AC20 TSSC4 WDR27 TXNRD2 SEPTIN9 CDCA2 H2BC21 EIF4ENIF1 NDUFA12 SIVA1 INTS5 FAF1 C6orf120 ZNF445 PGBD2 ZBTB37 TEDC1 FAAP100 MORF4L1 WDR53 TEX38 PPP1CC MST1P2 ZFP91 RNF220 SECISBP2 CYHR1 ZC3H6 CYP51A1-AS1 NHLRC3 FBF1 NELFB ADAT2 RRP7A RNF216P1 TUBB SUPT5H NIF3L1 IPO4 TOMM7 SNHG17 NHLRC2 H2AC7 METTL9 PCBP2 PSMD12 ZNF165 TRIM33 MRPL21 HNRNPAB MIB2 RPS26 MCMBP RPS4X ZNF770 MAN1A2 UCKL1 PIM3 TMA16 DDX39B MDM4 CALM1 CEP290 MTOR UBE2J1 TSEN15 CIPC MAP3K3 RPL39 DCLRE1A KIFBP RNU5E-1 RNU5F-1 RNU5A-1 RNVU1-22 RNU5B-1 RNU5D-1 SNORD118 RNU4-1 RNY1 RNVU1-3 RNVU1-6 RNU5E-4P SNORD48 VTRNA1-2 RNA5SP283 RNU4-2 FAM229B ATP1A1-AS1 GDI1 EFCAB7 TIMM23B BRD2 HLA-DMA MRPL38 SNHG32 HSPA1B ABHD16A CSNK2B GPANK1 RACK1 TBC1D8 LINC01556 FAM216A UQCC3 C12orf73 HMGN1 RNPS1 DNAJC19 SNORD24 RNU6-1 SNORD101 RNVU1-30 SNORD15A RNVU1-15 RNU6-2 RNVU1-14 MIR191 SNORD12C SNORA48 TSN NUP62 SCAF8 C8orf82 HEXA NDUFS3 NCKIPSD CENPBD1P1 GTF2H4 DDX47 AC019080.1 GCC2-AS1 TTC41P ANG IFRD2 LINC01347 NEURL4 RPL17-C18orf32 TMEM242 MARCKSL1P2 CROCCP2 FAM228B MIR1302-3 AP4M1 ZBED8 PPP2R2A TIGD1 RNU2-63P MIR1538 EPB41L4A-AS1 HCG14 LAMTOR5-AS1 LINC00337 LINC01623 FGD5-AS1 TRAM2-AS1 ENTPD1-AS1 PARG RBM26-AS1 DNAJC9-AS1 MELTF-AS1 PCAT6 AL158070.1 LINC02585 DHFR SEPTIN7-DT UBAC2-AS1 RPL41 LPGAT1-AS1 PRRT3-AS1 TPI1P2 ZNF341-AS1 PET117 SMG7-AS1 MIPEPP3 LINC01719 LINC01137 DDX39B-AS1 RNASEH1-AS1 ZFX-AS1 RPL34-DT MAPKAPK5-AS1 GAS5 ID2-AS1 BRD3OS HGH1 AC087294.1 DICER1-AS1 BHLHE40-AS1 B3GALT4 TMEM147-AS1 ELOA-AS1 SNORA13 SNORD54 RNU7-27P RNU7-1 SNORD13 PARGP1 COX19 PPIL3 LINC00886 ATP5MF PI4KA PRR34-AS1 SNHG3 SOX2-OT STMP1 TTC4 TMEM199 LINC02086 GABPB1-AS1 A2M-AS1 NEAT1 KCTD21-AS1 AC090061.1 DPH6-DT LINC01962 ATP5MF-PTCD1 CENPS-CORT MALAT1 RNU6-999P TMEM200B AC034243.1 CERNA3 PRKDC VPS13B-DT AP002495.1 WAC-AS1 AP001372.2 BORCS8 ZFP91-CNTF HTD2 SNHG9 AP001107.9 COA8 ITFG2-AS1 AL132780.1 RNASE4 CEP95 NDUFC2-KCTD14 NDUFAF4P1 SLC22A31 AL050341.2 HEXA-AS1 C16orf95 AC009065.4 FBXL19-AS1 CCPG1 AC124068.2 AC073878.1 C15orf65 AC005696.1 GTF2I RNF213-AS1 SNORD43 MIR548AW SNORD3A RNU4ATAC OTUD7B SNORD95 MIR4638 MIR3181 MIR4674 SNORD84 TIMM23 RPL17 LINC01970 MIR5091 CBX3P2 MIR4530 LINC00663 AC005775.1 AP002449.1 ZNF56 THA1P ZNF224 AC009005.1 AC132192.2 AP001462.1 CALR3 AC010618.3 AC010531.6 HSPE1-MOB4 AL390955.2 AC026979.2 SNORD58B AC010240.3 IER3-AS1 DCP1A SNORA78 RNVU1-27 MIR4734 RNU12 LINC00869 H4C4 H2BC7 RNVU1-4 RNVU1-28 SCARNA2 H4C1 H4C2 MCM8-AS1 CCDC163 EIF1B-AS1 GHET1 MIR5087 DLX4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DLX4_TARGET_GENES DPM1 SCYL3 ANKIB1 KRIT1 POLDIP2 IFRD1 CDKL3 PSMB1 CDK11A AASS MED24 REV3L VTA1 NCAPD2 FUZ QPCTL POLR3B MDH1 NUDCD3 RUFY3 ZDHHC6 NR1H3 RTEL1-TNFRSF6B SLC39A9 GRN ALG1 ZZZ3 C12orf4 ERCC8 POLQ LAMA3 SDCCAG8 CDK17 MRPS35 GPBP1 VMP1 CASP8 TAF2 BORCS8-MEF2B RFXANK CDK13 NFYC POLR1H LRRC40 DHX29 DNTTIP2 RRP15 LAPTM4A NUCKS1 MAPK6 POLB ING3 ZFYVE26 KDM5A FERMT2 MAP3K13 CLASP1 EED ACTR6 SRI GTSE1 SEMA3C XAB2 EXOSC5 MCCC1 PIK3C3 PCM1 CDH17 XRCC5 SENP1 PUM3 PCNP MEF2C UBA5 CDC14B FAM135A XPO1 NUFIP1 SLC27A5 ZNF213 NFX1 IPO11 RBM22 ZW10 PSMC5 EDEM2 RPL6 DZANK1 OAS1 MUL1 DNAJB11 GOLGA3 DLD ZC3HC1 TOX4 GEMIN2 SNAP23 HDAC6 AAAS SUCO CWF19L1 NUBP2 GGA1 TFIP11 PACSIN2 RBFOX2 PHF5A ACO2 FKBP3 SDR39U1 ERH SRP54 GMPR2 UQCC1 SEC23B IDH3B CDK5RAP1 TTI1 RPRD1B ACOT8 NXT2 FNDC3A CAB39L NAGPA DNAJA3 TTC23 ZNF106 DTWD1 DMXL2 CSPP1 BRF2 ARMC1 MTMR9 MAP4K1 CLPTM1 PPP1R37 TRMT1 C19orf53 GPI YJU2 CACTIN DMAC2 BABAM1 GRWD1 WDR83OS GCDH SUGP1 GTPBP10 DNAJC2 BET1 HBP1 TTC26 OGDH HIBADH GARS1 CHCHD2 PTCD1 RBM28 AGR2 AHR TMEM248 SEC61B TLE4 PIP5K1B DNMBP GBF1 XPNPEP1 SHOC2 RAD51C MTMR4 TUBD1 RPS6KB1 RECQL5 RNF167 SLC25A11 CCDC47 FTSJ3 DDX5 EFTUD2 SUPT6H GAR1 CLCN3 UBE4A RPS13 HPS5 GTF2H1 KCTD10 IL23A RSRC2 MAGOHB GPN3 RAD51AP1 KRR1 MRPL51 COPS7A ING4 HINT3 NCOA7 BYSL TBP COX7A2 SEMA5A PFDN1 TTC1 PDE4D PCDH12 NUP155 PPP2CA PPWD1 SEC24A BNIP1 EHHADH TBCCD1 ARMC8 SLC25A36 PDCD10 SF3B6 DCAF17 RAB3GAP1 PNO1 THADA FARSB DNAJC16 PARK7 WDR77 ATP5PB SCAMP3 C1orf21 BCAS2 SRSF11 C1orf109 RBBP5 BLZF1 DARS2 SYF2 NEK2 DHDDS FASTKD2 MYL12B NDUFB3 GTF3C3 FKBP15 ALG2 VPS4B YLPM1 RBM25 ALDH6A1 SUPT7L ATAD2B LGALSL GPAM PANK3 WDR55 CENPL GORAB CCDC77 MTRF1 ELF1 ETF1 ARL1 COPS5 SLC35B1 TEX14 TBC1D15 LIAS ARL4A SMU1 ECD RBM19 WDR83 CENPK TSFM KBTBD4 METTL8 EXOSC9 PIGT MOCS3 NAGK MCEE PAIP2B SNRNP27 MPHOSPH10 MRS2 AARS2 H2BC11 MED20 EMC3 CNOT1 LRRC29 RPL23 ATG4C CD70 SH2D3A SNRPD2 VASP SNRPB PSMB2 NSRP1 ZNF384 EMG1 ATG14 TSPAN8 SEM1 PMS2P3 EMC4 LSM8 ELL3 ICE2 ALDH1A2 NGDN RAB2B NEDD8 TTI2 MAU2 TOMM40 GTPBP3 NOL11 AAR2 HACL1 PSME3 MCCC2 CCT6B ARFIP2 TRIM5 TIMM10B MRPL35 PNISR ANKRD17 UTP3 ZRANB2 SDF2 ERAL1 POLR3F MMACHC ZSWIM3 CASP9 GPALPP1 SPINK5 COX16 ELP3 MEIS2 PPHLN1 ACP2 ERCC5 ARHGAP32 WDR36 UBQLN1 HAVCR2 DMTF1 CEP162 MAP3K7 ITGA7 BLOC1S1 PAN2 ZC3H10 OS9 KCNK1 C2orf49 GPNMB NUP42 TBRG4 SRSF1 TACO1 STAM SLC31A1 PSMB7 TRMO APTX VARS2 PRCP KNL1 HAUS2 RPLP1 BCAR3 GIPC2 SELENOI PNPT1 FAM149B1 PPIG MDH1B CIR1 SLC35A5 COPS4 ETV6 YARS2 ZCRB1 POC1B TDG ESYT1 VPS33A WDR89 MFAP1 FGF7 GCNT3 BNIP2 COMMD4 HMG20A WDR61 MAN2C1 USP3 LINS1 TICRR TOB1 CLTC PTRH2 WRAP53 TP53 RPTOR FEM1A CCDC97 ITGB3BP CELSR2 NME7 UFC1 PPOX ZNF687 TARS2 HAX1 ILF2 WDPCP TPRKB SCRN3 FANCD2 TMF1 RABL3 ATG3 TBCK CAMK2D SPATA5 USP53 GIN1 PPIP5K2 YIPF5 RNF145 FBXO38 NHP2 CDKAL1 ZMAT2 RPL7L1 MTFR2 PURB TRIM4 EIF3H UTP23 HAUS6 POLE3 GTF3C5 SLC25A25 COMMD3 POLR3A PPRC1 LIN7C TUT1 MRPL49 FAU HNMT PIH1D2 NKAPD1 TIMM8B UBC UBE3B NUBPL EPS8 VTI1A QTRT2 GUF1 TMEM267 POC5 CWF19L2 PFKM CETN3 RPIA GTF2E1 HS2ST1 C4orf19 ELOC DPH3 OXNAD1 RHOC OXA1L NUP205 FAM126B MED7 CCT8 SH3RF2 SUPV3L1 ZDHHC5 MED19 BUB1B CLDN12 DDX19B ZNF19 RNF111 C9orf43 UBN2 AP3S2 H2BC5 MITD1 AHCYL2 CCAR2 PADI4 EFCAB14 CCDC58 CFAP410 PSMC2 SAP30BP SPSB3 TAF6L FUBP1 DNAJB4 RBM15 TFB2M CNST PUS10 PEX13 NOSTRIN SMARCAD1 IWS1 HELQ MRPS18C TMEM183A FCRL4 SERPINI1 GTPBP8 CCDC191 RPL9 RPP14 SLC4A1AP AIMP1 SHISA5 WDR82 FBXO8 CEP44 ARFIP1 ANAPC10 ABCE1 NDUFAF2 ARSK ERAP2 NSA2 GFM2 COG5 BMT2 ZNF12 SUN1 NDUFB6 NOL6 STOML2 SUGT1 DDIAS DDX21 METTL3 ALKBH3 ARIH1 FAM227B TPP1 USP54 IFTAP TMEM41B LEO1 ZSCAN21 PHB TRUB2 COQ4 CCDC103 CDK12 ATP5MG SMG8 GLOD4 KCTD5 GLYCTK REEP4 TMEM208 ADAL LCMT2 DDX19A LRRC28 CEP120 HNRNPH1 CSNK1G1 XPO6 SLC50A1 HINT1 TM4SF4 SF3B5 TIGD4 RALGAPB AKAP13 RPS9 NUDT6 FEZ2 NAIF1 FAM98B ZNF581 MRM3 ZNF217 MTBP TEFM MRPL13 ZNF131 DPAGT1 BPGM C2CD2L CLP1 FAM222B GOLGB1 MAP3K11 MICOS10 ZNRD2 PEAK1 ADGRF3 HEG1 ENDOV FBXO45 C16orf91 TRMT10C DDX23 EXO1 C12orf76 DENND4A MRPL11 MSL2 PDE12 RSRC1 VCPIP1 MRPS22 ZNF408 ARHGAP1 BANF1 EIF1AD EIF3F SART1 MRPL48 TMEM70 ZNF169 TMEM39A SMCR8 TOP3A TIMM22 TBL1XR1 GBA ACAD9 TMEM94 SH2B1 STX19 PFAS EIF3K EXD1 ARID3B HMGN2P46 ARL14 EMC3-AS1 LRRC57 CLDN7 C5orf24 MRPS11 NOP10 TMIGD1 TSPEAR-AS2 DDX41 SELENOF ASB7 TRMT12 MACC1 KCTD16 TTC32 VPS33B ADAP2 CMSS1 KNTC1 NUTM1 RPS27L H2BC13 ZBTB37 MRPL30 WDR53 CIDECP1 CYP4F12 ZNF17 MIR22HG ZSCAN30 CHP1 PRR13P5 FANCM H1-2 AC091057.1 CENPP GTF2F2 RPL14 NDUFA4 ALKBH2 ZNF79 NIF3L1 TOMM7 WDR5B PCNX3 ABCB8 H3C12 PIWIL2 ZNF165 STMN3 RPS26 H4-16 ZNF181 NOL8 HIBCH ZNF770 DDX42 GET3 TTC37 GPATCH3 ZNF830 MTOR KTI12 SNORA21 RNU5E-1 RNU5A-1 SNORD16 RNU5D-1 SNORD18A EFCAB7 PFDN6 SDHD DHX16 PRR3 GNL1 PPP1R11 ZNRD1ASP RACK1 FAM216A ZNF425 C12orf73 LCMT1 LIN52 C5orf51 DNAJC19 LNP1 SELENOH ZNF580 TMX2 GAPDHP25 NDUFS3 GTF2H4 BBIP1 VPS33B-DT FAM187A PHB2 TMEM242 FAM228B RN7SKP192 LAPTM4A-DT FCF1P7 LINC01623 RPL39P40 WDR46 RBM15-AS1 RPL41 PET100 TAX1BP1-AS1 ZRANB2-AS2 GTF2IRD1P1 FTX MANCR GORAB-AS1 TRAF3IP2-AS1 AC016876.1 H2BC15 AC005083.1 LIX1L-AS1 DEPDC1-AS1 GAS5 AL031727.2 LINC02889 NIFK-AS1 CREB3L2-AS1 UNC5B-AS1 RNU7-27P SNORD13 ACAD11 PPIL3 RN7SL346P NSUN6 YAE1 ATP5MF BMS1P4-AGAP5 BMS1P4 SOX2-OT MRPS31P5 WDR92 TMEM199 DRAIC AC096746.1 AC011346.1 DPH6-DT BCKDHA LINC00992 LINC02100 SMIM31 ATP5MF-PTCD1 PSME2P3 MRPS31P4 MGC32805 SELENOP GLUD1P3 SNHG21 HOXA-AS2 HOXA-AS3 BORCS8 HTD2 NEDD8-MDP1 AC093510.1 ZNF271P FNTB FNBP1P1 RTEL1 AL160314.2 SRP54-AS1 POC1B-GALNT4 LINC02253 MRPL46 TPM1-AS ZNRD2-AS1 LCMT1-AS1 STAM-AS1 LINC00543 Z95115.1 AC012184.3 CORO7 RNF213-AS1 ZNF213-AS1 SNORD95 RBM8A SEC22B DSG1-AS1 MIR3661 MICOS10-NBL1 AL390955.2 LINC01954 AC013400.1 WDR5B-DT GAR1-DT CHASERR C2orf49-DT CWC25 MIR4727 H2BC17 H3C6 H2AC12 H2AC15 H2BC9 H4C5 GTSE1-DT H3C7 PSMB3 H2AC17 H4C2 CCDC163 KAT5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/KAT5_TARGET_GENES KMT2E ZFX MAP3K14 AP2B1 COX10 CDKL3 PRSS21 MARK4 MAPK8IP2 RPS20 VTA1 ZNF207 PHF7 NME1-NME2 PTBP1 BRCA1 ERCC1 PSMC4 CLK1 TACC3 POLA2 MATR3 ZNF839 NDUFS1 DEPDC1 ARID4A NSUN2 METTL1 MAP4 NOP16 JKAMP HERPUD1 SIKE1 RRP12 USE1 THRAP3 PHPT1 GALC NOP58 USP36 GDI2 ATG5 CTDP1 YBX3 QSER1 BCAT1 MRPS35 CASP8 CNN2 ZC3H15 CYB5R4 MTHFD2 LRRC40 PFKP KLF6 TRAM1 RASSF1 SRBD1 MAST4 DGCR2 ASNS AP3M2 PABPC1 ING3 CHFR TRNT1 MCM2 NLE1 VPS9D1 ZNF37A MAP2K7 UBE2T POLD3 PPP2R5C THOC1 DDX1 RIF1 SMARCA2 SRCAP CNOT4 STK17B STRADB NFE2L1 XPO1 P2RX5 PDS5B AGBL5 CAD MTIF2 ADD1 DDX18 SNX5 BIRC5 SPTLC1 PLEKHG2 PUS7 IL5RA SPAG7 HOOK2 HSP90AB1 HNRNPH3 RAB18 ATP5F1D POLR2E TRMT2A RANBP1 MED15 LZTR1 MMP11 PES1 SNU13 RANGAP1 PRMT5 DCAF11 TM9SF1 RABGGTA ADNP RAE1 NELFCD DIDO1 GID8 ARFRP1 POFUT1 IDH3B PIGU RNMT TBL1X ALG13 TAZ CORO1A CENPT NFAT5 HCFC1R1 UBE2I EEF2K UBFD1 EARS2 ELOB GABPB1 NBN EIF3E ERICH1 SARS2 POP4 CCNE1 YJU2 MRPL4 DBP PRPF31 TFPT RPL18A ZNF574 SIPA1L3 CDK6 PMPCB ZC3HAV1 AIMP2 RBM28 USP42 PHF14 EZH2 POLD2 TNFSF8 GTPBP4 MTPAP UBE2S GIT1 RPL19 CASC3 KPNB1 PIGL GOSR1 CCDC47 MED31 C17orf75 EZH1 HLF YWHAE DPH1 NAT9 TMEM104 PHF12 CHIC2 NFKB1 UBE2D3 RPL34 FRG1 DHX15 SLC2A9 FNBP4 EHD1 EIF4G2 UBE4A CARS1 SLC35F2 RSRC2 MAGOHB GPN3 VPS29 ARHGDIB DDX55 SLC38A1 SUDS3 LDHB HINT3 ULBP1 SRSF3 MDN1 C6orf62 BYSL DNPH1 VEGFA MRPS30 HSPA9 IK TARS1 TTC33 RNF7 USP4 TFG UMPS MRPL3 EEF1B2 EIF2B4 SNX17 PPM1G RPS15 NDUFS7 SPTBN1 POLE4 STAT1 HDLBP ODC1 DCAF17 PNO1 TRAK2 RPL22 AMPD2 S100PBP SFPQ MEF2D RO60 UCHL5 SRSF11 MRPS15 LGALS8 PRDX1 NSL1 TXNDC12 AKAP7 RAD23B YLPM1 DCAF4 RHOQ ATAD2B TCTN3 MASTL TAF12 HSPH1 SIL1 UBIAD1 TENT4B A1BG DESI2 LY9 RPL5 PMS2 CBX3 HNRNPA2B1 ARL4A NEUROD4 EEF1AKMT3 MORF4L2 METTL8 NCOA5 SNAI1 H2BC11 MED20 GLO1 RIOK1 NUP153 LRRC29 GTF3C4 DDX31 PPDPF DTD1 SNRPB MGME1 EIF2S2 PLAGL2 PRMT1 PRRG2 SCAF1 BECN1 L3HYPDH HSPA2 EVI2A DYNC2I1 CANX METTL25 PPAT MRPS12 CCNT1 NRL KLF16 GNL3L TOMM40 RPL36 GTPBP3 MRPL34 RSPH3 EIF2S3 PPAN EIF3G LRP3 POLN RBM39 F12 PSME3 RPL27 NDUFA2 DIAPH1 UBE2D2 DNAJB1 LRRC41 RAN CLUH H3-3B NXT1 CTNNBL1 PEMT WDR74 BTG1 CCDC59 SARAF COX16 CCNB1 EMC7 LAMTOR5 RBM17 SPOCD1 YARS1 BTF3L4 TIMM10 PNPLA8 RINT1 ADGRB3 PHF21A LTV1 DHX9 WNT10A PWP1 PHF11 DDX56 MTHFS IREB2 TANK EPRS1 YME1L1 TXN C9orf78 FPGS USP20 ANP32B ARPC5L UBAP2 RPS6 HMGA1 MDC1 CREBZF MAPKBP1 KIF23 KNL1 RTF1 RSL24D1 BCAR3 GTF2B RABGGTB IFT172 PNPT1 THUMPD2 PREPL RPS24 COX17 G3BP2 CNOT6L USO1 PPA2 SNRPF GIT2 N4BP2L1 KANSL2 WDFY2 DENR POLG MFGE8 G6PC3 CLTC TAF4B PELP1 TP53 ARHGDIA TXNL4A PRDM15 DUS3L DPP9 SOD1 GEMIN7 NOSIP PIGK MTF2 UFC1 NUF2 RGS5 PRCC RRNAD1 ISG20L2 HDGF PRUNE1 SF3B4 MINDY1 GABPB2 EIF2D TP53BP2 JTB UBAP2L HAX1 C1orf43 ILF2 SDE2 PARP1 CAMKMT POLR2D FANCD2 RPL32 SRPRB SRD5A1 BDP1 RNF145 HIGD2A RPL10 UHRF2 NFIB C9orf72 POLE3 SURF6 PPRC1 TTC12 CPSF7 TIMM8B UBC ENKUR RAD9B VPS26B NCAPD3 QTRT2 GUF1 CACUL1 ATP5F1A SUV39H2 ZFP36L2 SAR1B RANBP2 CEBPG HS2ST1 RETREG1 ATP5PF GABPA NIFK LARP1 ZKSCAN2 N6AMT1 CCT8 EEF1A1 ATAD2 GALK2 SEC13 SLC35B2 C9orf43 TMEM268 H2BC5 MITD1 TMED4 TAGLN2 FBXW5 PAXBP1 SNF8 HK2 RGL4 NDUFV3 LSS DIP2A PRMT2 CHTOP LRRC14 NAPEPLD YDJC PLXDC1 NXF1 C1orf52 VPS72 LRRC58 FAM86KP CCDC191 CCNL1 TTC14 KIAA1143 KIF15 WDR43 TPRA1 SENP2 BAP1 SLBP SLC9B2 ZNF589 RNF123 ANAPC10 ABCE1 ARSK CAGE1 TRA2A RPS14 BRI3 CDK5 SLC4A2 FMC1 PCF11 ARF6 COMTD1 BMS1 NOLC1 COPS2 CCT2 ZNF202 USP54 ZNF3 AP1G1 BMERB1 PLK1 RCCD1 PPP2R3B RPL13 DHRS13 ZNF701 SERTAD3 UBXN6 ZNF444 GLOD4 MFSD3 WDR81 TSR1 HSD11B1L ZNF558 ZNF598 SDHAF2 SLC3A2 RPSA SF1 H1-4 SEPTIN2 ING5 ATXN2L HEXIM2 TRAPPC11 TMEM208 DDX19A TNIP2 TMEM129 SLC25A6 THBS3 PCBP1 ASPSCR1 FASN DCXR LIMS1 HNRNPF CSGALNACT2 PDCD6IP CDK1 PA2G4 TRIAP1 RNF139 MBD3L1 TRMT61B ZNF692 JUNB SHCBP1 PGAM1 RSL1D1 WDR87 MRM3 PPIH ORMDL3 KRCC1 ZNF131 DPAGT1 CERS6 GNB2 C2CD2L CFL1 ZNF680 KDM2A MTX1 GPR137 SMARCC1 MST1 CHD2 SLC19A1 UQCRH EIF1 UBXN2A C16orf91 C12orf66 PITPNA ZBTB4 RALGAPA1 SNAPC5 BBS1 MRPL11 MSL2 B4GAT1 MICOS13 VCPIP1 BANF1 EIF1AD SART1 LIPT2 TOMM5 SLC35E3 CSTF3 TMEM39A EID2 EID2B SPRYD4 C8G FAM210A PUS1 GATD1 TIMM22 PPFIA3 TGIF1 PIDD1 RPLP2 ACAD9 GRB2 DMAP1 BOLA1 WDR6 PFAS RMI1 FBXO34 MRFAP1L1 AURKB MRFAP1 RAD23A GADD45GIP1 KLHL28 PLD6 PIPOX PCBP1-AS1 TRNAU1AP AEN POLR2A SNRPE C8orf33 PGBD4 RWDD4 HMGN4 SPATA13 PYCR1 AP2A2 SELENOF TRIM52 TBL3 RBM12B NPW C22orf46 H2AC20 COPB2 KNTC1 XPOT H2BC21 RBM33 IMMP2L NELFA RPS27L RAD51D MRPL30 BRWD1 YTHDF3 LAMP1 CIDECP1 MST1P2 RPS23 MIR22HG LYRM7 BAGE2 NBR1 PARVB PNRC2 LIN54 HMGB1 SUPT5H PPIA IARS1 NACA H2AC11 ZNF239 H2AC7 ZNF441 H4C3 PCBP2 ZGPAT LRRC8B ZNF785 TRIM33 RPF2 CDC42SE1 ZNF460 C14orf178 RPL37A MCMBP H2BC12 ZNF121 C1orf122 SNHG12 DDX42 RPL23A ZNF442 TMA16 C6orf89 CALM1 TTC37 TOGARAM1 RPL10A MT-ND3 TOP1 APRT MT-CO3 MIRLET7I SNORD68 RNU5E-6P IQANK1 COX20 TATDN3 C6orf99 C1orf53 SNHG5 BRD2 HLA-DMA SDHD ZNF551 MRPS18B PPP1R10 PRR3 GNL1 HLA-E TBC1D8 MRPL53 AL359878.1 C21orf62-AS1 RNPS1 SNORD45C SNORA14B RNVU1-15 SNORA7A MT-TG SELENOH SACM1L TSN SFT2D2 TRIM59 MXD3 RPS29 HAUS3 IFRD2 MCM3AP-AS1 CROCCP2 AC009403.1 H2AC10P BTBD19 RN7SKP114 MIR1538 HCG14 TANK-AS1 LAMTOR5-AS1 HMGB3P22 SLC16A1-AS1 TMEM185B MIR663AHG MTND1P11 LINC01004 LINC01715 MAST4-AS1 XIST AL669831.3 LIMD1-AS1 MORF4L2-AS1 AGBL5-AS1 DARS1-AS1 SMIM26 RPL37A-DT SNHG7 MIPEPP3 H2BC15 ZFX-AS1 ZNF879 ZNF736 RPL34-DT HLA-B COX10-AS1 CDK6-AS1 SNORD42B SNORD54 RNU7-27P NME1 STAG3L5P MRPL20 PPAN-P2RY11 PRAF2 WDR92 AC091153.3 GABPB1-AS1 RNF139-AS1 NEAT1 FRG1-DT SNHG6 AC116535.1 LACTB2-AS1 UBE2D3-AS1 CSTF3-DT TRIM52-AS1 FLJ46284 MTND5P11 AC046134.2 CHCHD10 ATP6V1E2 MRPS30-DT MALAT1 CERNA3 AP001372.2 AP006621.3 AP001107.9 BRWD1-AS2 SNHG1 ITFG2-AS1 C17orf100 LSM14A ODC1-DT GATC AL132780.1 FNTB PSMA3-AS1 AC090001.1 RCCD1-AS1 AL158801.2 AL049869.2 AC027237.3 NDUFAF4P1 MIR762HG AC009065.4 VPS9D1-AS1 AC124068.2 SCRT1 AC012184.3 AC005696.1 AC007216.4 AP000845.1 MIR3913-1 MIR3678 DCXR-DT MIR5188 MIR3143 MIR4664 MIR4519 MIR4512 AC010271.1 A1BG-AS1 ZNF587B FMC1-LUC7L2 SLBP-DT YTHDF3-AS1 NUP153-AS1 PPP4R3B-DT HK2-DT STAG3L5P-PVRIG2P-PILRB CSGALNACT2-DT SNORA16A H4C6 H2AC12 SNORD25 PPP4R3B H2AC15 H3C1 SNORD27 MIR6855 RN7SL1 SNORD26 H4C5 H2BC7 CEBPB-AS1 ACACA H2BC10 MRM1 H4C1 H4C2 H3C10 LINC01126 RASSF1-AS1 MIR4521 BRF1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BRF1_TARGET_GENES LASP1 ZNF839 POLR3E AGBL5 MYNN PPEF1 PLEKHG2 PRMT5 FBXO31 RAB11A PPP6R3 LTA4H NCOA7 NDUFS7 C2orf42 TIA1 WBP4 ELF1 METTL26 LRP3 KNL1 BCAR3 SHF SMARCC2 POLG MAP1LC3B DPP9 ILF2 TRIM41 PAMR1 C8orf37 H4C8 PLXDC1 FMC1 HJV MCRIP2 HSPA6 RNASE11 B4GAT1 ALOXE3 HMGN4 WASF4P VTRNA1-1 VTRNA1-2 VTRNA1-3 LINC01556 SACM1L ANG H3C9P HCG14 LINC01623 LIMD1-AS1 AGBL5-AS1 LINC02453 LINC01962 AP001107.9 AL132780.1 RNASE4 LINC02136 AC124068.2 FMC1-LUC7L2 VTRNA2-1 PSMB3 MIR4521 ZNF622_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF622_TARGET_GENES CDKL5 BAZ1B NFYC NUCKS1 IGSF9B CYLD STARD7 ZFAND6 CCNK RBM27 RPS6KA5 CHD8 CEP152 ELAVL2 ACTR1B EHBP1 SRM RRAGC CENPF KANSL1 CHD6 TTBK2 DDA1 ANKHD1 DGLUCY STT3A ACTL6A ANP32A WDTC1 POGZ GOLPH3L PPP2R5E SSBP3 CCT3 OXR1 CNNM3 CHCHD7 CYCS SCAI CALR POLR1D H4C3 ZNF628 LINC02210 C2orf92 ZBED5 LINC02210-CRHR1 AC008735.3 H4C4 PSMB3 H4C2 ARRDC3-AS1 KPNB1 ARRDC3 MPRIP TMCC2 NUMB LNX2 BCAS3 TSACC CREBRF USF3 PLAG1 ZBTB20 SETD3 ZBED5-AS1 ANKHD1-EIF4EBP3 MIR3181 PBXIP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PBXIP1_TARGET_GENES SH3YL1 EDC4 AHRR PABPC1 GMIP AAAS SGSM3 PDCD5 WDR83OS PDE4C FBRSL1 NDUFB3 ZMIZ2 NUDT10 SLC25A23 FEZF1 MAU2 ARHGEF11 ACY3 AGAP3 KCTD1 VPS36 TNS3 PIANP CCDC97 PTH2 PAMR1 C11orf49 TMEM219 GDF6 UNC5D DPYSL5 ACE ABR DMKN ERICH6B GSG1L SLC26A5 RAB37 CD19 DTX3 CALR FUNDC2P2 MX2 CRELD2 PDE6G PMEL FBF1 CCDC189 FAM114A1 C2orf72 NOTCH4 SAP25 IGHD1-26 ST13P5 DKKL1P1 AL391650.1 TRBV3-1 RPS16P9 RPL12P33 LINC01093 ARL2BPP4 PRSS51 HOXB7 GOLGA6L7 AL445209.1 KIAA0100 WIZ ZFP64 NRXN3 GRAMD1B KPNA6 RANBP3 AP3D1 SLK TCF3 XRCC1 SLC25A3 ACTB FDFT1 DLGAP4 PSMC5 SH3BP2 SPAG7 NCR2 LIPG NDRG4 BCKDK UBR5 SLC17A7 KLC3 FGF21 VIPR2 EPHB6 TBL2 ZMIZ1 HSPA8 KRT18 TNS2 KCNA1 KCNIP3 GRB14 CEP104 ARHGEF2 KIF21B RCAN3 PTK2B HNRNPA2B1 WDR83 SMUG1 INHA PREX1 PODXL KNSTRN CD68 ILF3 PARP2 ASS1 DNMT1 NFATC1 ANO1 LGR6 ECHDC3 FADS2 DTX1 B4GALNT1 KRT87P CHAD IL18BP THBS1 LBX1 NDUFB10 GREB1L SLC13A5 DPP9 ACP1 PLEKHA6 MED12L CDCA5 NCAPG2 UHRF2 SLC39A12 SIDT2 HMGA2 THRSP ACOXL GAL3ST2 GPR78 GAREM2 CLDN14 CTBP1 CCDC107 TNFRSF13C RDH13 ZFPL1 ZNF496 MT2P1 FBLN2 SLMAP SLC51A ACSL6 SHROOM1 CDCA7L CSMD3 DIPK1B VWA2 CMTM5 GLB1L3 NDST2 B2M SMAD3 ACSF2 CYP2S1 FTH1 DEGS2 ATG4B CSGALNACT2 VGLL2 LILRP2 GSTA4 PAH TRAPPC12 EVC2 DAB1 SPATA3 FUT1 CRYBG2 PRR18 CDH5 NRXN1 RPL24P4 ZFP41 TSHZ2 TTC3 GAS6 HSF1 KRT5 SERPINA13P CYP26C1 SAMD11 TMSB4XP8 TPRG1 PRKAR1B ZP3 QRFP ZDHHC11 ENTPD8 RELN IGF2R H3C4 WDHD1 MMP17 PPIAP22 RNA5SP379 RNA5SP84 SNORD14C LINC01270 SLC44A4 CCDC85C LINC01310 SNORD14D MIR196A1 MIR770 IGLV1-40 IGHA2 RPL15P3 RPL18AP3 RPS29 KRT42P RPS15AP1 TTC34 MIR663B RNU6-994P SNHG14 HSP90AA2P NDUFA4P1 C3orf86 AC079154.1 KSR1P1 FEZF1-AS1 EMSLR RPL34P27 SAPCD2P4 JRK NPIPB2 RPL39P3 HAUS6P3 PTPRG-AS1 RN7SL340P HOTTIP MALAT1 SUGT1P4 SUGT1P4-STRA6LP SUGT1P4-STRA6LP-CCDC180 AC113208.3 TMEM178B TUBB8 GFY MIR4538 MIR4507 AC022809.1 LINC02074 AC027097.1 SNX33P1 SMIM17 SCGB2B3P CSGALNACT2-DT CYFIP1 SNORD115-13 FCGBP GPIHBP1 AP003733.3 PRAMEF18 LINC00895 TMEM265 LINC02746 RN7SK PHF21A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PHF21A_TARGET_GENES STPG1 ST7 ITGA3 REX1BD FARP2 UPP2 PIGQ NADK STARD3NL RABGAP1 ZBTB32 ERCC1 CCDC88C VIM LRRC7 HERPUD1 KCNH2 RIOK2 HDAC7 CA11 HAGH MEF2A TCOF1 MPP5 FOSL2 CTTNBP2 POLD3 TIGAR UBE2D4 PAFAH1B3 KEAP1 JMJD4 FAM135A FAT1 GNAS EBF4 TRIOBP HSCB POLDIP3 PHF5A ACO2 EMC9 CBLN1 PPP6R1 DBP RASIP1 STEAP1B PCOLCE URGCP PTGDS RASSF4 ACBD5 TSPAN14 CAMTA2 TRIM2 IL10RA SLC35F2 SPRING1 RWDD1 E2F3 WASF1 VEGFA LMNB1 CRBN SLC25A36 TTL ACVR1 NDUFS7 CCDC88A KDM3A ARID1A KMT2A CAMSAP2 MXI1 HELLS MSANTD2 KBTBD7 NR2C1 CAT ACVR2A WWP1 SLC12A5 ATP5F1E ZNF576 WNK4 GFER PGAP6 THEM6 MNX1 EIF2S3 RPA1 OSER1 PIK3C2B COX16 CTIF BHLHE40 CLOCK AGTPBP1 FBXO21 RNFT2 TMEM243 SYNCRIP PHF21A TBC1D4 NUDT15 DNAJB5 KIAA0319 LRRC32 PREPL HNRNPD CCNG2 SCAPER IMPA2 CSNK1D ELAC1 CAPN10 RERE CCN1 SNAP47 CAMKMT MEIS1 CDCA7 RPL32 ATG3 SSBP2 PNRC1 TMEM181 PSPH FBXO25 LRP12 FAM83A GPR107 LRRC27 SYT8 SERPINH1 QTRT2 ZFP36L2 CARHSP1 CAST C16orf89 MOV10 WHAMM FZD1 ETS2 EPB41 TUBBP5 ISL2 FAM207A DIP2A FGFR4 KLHDC9 CCDC191 TMEM41A ICE1 HEY1 MID1IP1 GAPVD1 FBXO33 MOAP1 PCBD1 PATL1 AKTIP IRGQ RAB4B WDR81 TK1 CTNNB1 SLC22A11 SF1 RNF187 DDIT4 RBPJ CDC40 SHOX2 ROR2 SCN9A ZEB2 CNBP PWWP2A S1PR1 PRKCE ESCO2 RAB4B-EGLN2 RRM2 JMJD1C MALT1 C5orf34 ZNF596 NAA16 CBX2 B4GAT1 BRMS1 CTDSP2 RNPEP VPS37D WDR73 HIC1 GBA PLEKHM3 RAB39A MYADM FAHD1 ZNRF2 TNRC18 TDRKH PYCR1 AFMID LINC01547 CHEK2 TXNRD2 POU3F2 BRWD1 CYP2R1 BCL9L SAPCD2 TOR3A ZNF555 SMYD4 MIR22HG RHCE SMIM15 MME DAPK1 ARHGEF12 GAL3ST4 FAR1 RPS6KL1 RN7SKP249 TDRKH-AS1 SLC12A5-AS1 LINC00963 MACO1 BRD2 HLA-DMA ITSN1 CRYZL1 RNVU1-30 ST7-OT4 AZGP1P2 ANG SLC35E2A FADS3 RPL23AP53 OSER1-DT PCOLCE-AS1 SRRM5 MEIS1-AS3 MYADM-AS1 RERE-AS1 CYP1B1-AS1 NKAPP1 TRIM26 AL354761.1 H3P2 MID1IP1-AS1 PLCXD2 MNX1-AS1 AP000866.1 UBAP1L NR2F2-AS1 LMNB1-DT RPL32P3 HOXA-AS2 AC019257.1 FAR1-IT1 AP001372.2 MPV17L2 AP001107.9 BRWD1-AS2 LINC02366 RNASE4 PDCD6IPP2 AC022167.4 NOTCH2NLA SUZ12P1 LIVAR OR1AB1P AP001462.1 HNRNPD-DT AC138649.1 UHRF1 FRG1HP LINC01126 DNAJB5-DT ZNF669_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF669_TARGET_GENES NME1-NME2 APBA3 BRCA1 PIGB RAB27A SLC24A1 ANO8 BAZ2A CHMP5 EDEM2 SEMA6A NDUFB7 CABIN1 SNU13 CMC2 TRIP4 INTS9 BAG1 MED23 COX7A2 S100PBP MTR ZBTB45 DCAF4 ADRA1A EPHX2 ZNF780B GTPBP3 RPL27 SLC39A11 ZFC3H1 YARS1 WDR36 KCNK1 NUMA1 MAP2K5 NDUFAF1 INTS14 DUSP6 COMMD4 GNAL DMRTC2 RERE MTF2 TARS2 ARNT RPL37 FEM1C HMBOX1 RABGAP1L INO80C ENPP3 MIA3 XPC DBI ZNF689 PAXBP1 NDUFV3 PCYT1A FBXO27 LYSMD1 SCNM1 TTC14 SLC25A32 DCAF13 BMS1 IFTAP CFAP52 PCLAF ISLR2 ZNF226 SMG8 STAT3 STX8 TEFM THAP2 AURKAIP1 RUVBL1 FAM91A1 GBA GRB2 DMAP1 SAMD4B HLA-DQB1 H2AC6 EHMT1 ATP6AP2 TRAK1 MRPL54 ADAP2 LRTOMT C22orf46 ZBTB40 TMEM179B ZNF566 CDIN1 C2orf76 PEAR1 CRYM-AS1 S100A13 NCOR2 ZNF461 ZNF823 NBR2 MTCO3P12 TTC25 C21orf62-AS1 HCP5 MT-TF MT-RNR1 TMEM242 RNU6ATAC LINC00240 JPX PIGBOS1 LINC01132 AL669831.3 YBX1P2 NME1 GUSBP2 RN7SL824P MTND5P11 ZNF324B RNU4-71P ITFG2-AS1 SORD2P LINC02846 AC016866.1 AL390955.2 LYPD4 AC005622.1 CENPT_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CENPT_TARGET_GENES MPND ATP2C1 GRAMD1B BIRC3 ARID4A HAGH TBC1D1 MRPL22 GNAS RGS1 CD209 TLL2 CEP128 FNDC3A IL21R ARMC1 TRMT1 BABAM1 ATP5F1B MCM3 CYTIP DAD1 H3-3B TRAFD1 LCP1 ATP6V1G1 ARMH4 KATNB1 ILF2 POLR3A ZNF19 H2BC5 PAXBP1 CPAMD8 NLRP4 DNAJB4 KLHDC9 DUSP19 WDCP LYSMD1 SCNM1 FCRL4 SYTL3 BTRC GOLM2 RAB4B STIP1 VXN CDK1 RAB4B-EGLN2 CCR9 STAP2 PER1 FAHD1 LINC01869 H2BC13 UBALD2 FAM230G H2AC13 H2AC7 H4C3 HYLS1 MTCO3P12 C21orf62-AS1 SNORD59A PAXIP1-AS2 H2BC16P C12orf77 AL669831.3 H2BC15 H2AC5P HLA-DMB AC011092.2 PSMA3-AS1 AC012236.1 TAT-AS1 RHEX H2BC14 H2AC15 H2AC14 H2BC3 H2AC16 H2BC7 ZNF707_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF707_TARGET_GENES ITGA3 PIAS1 KIF1B SLC8B1 LZTR1 BRD1 RBM23 ASAH1 OGDH RUNDC3A MED13 STK33 GDF15 STARD3 TMEM91 COMMD10 RMND5B MALSU1 LMNA ASGR2 STAT6 FAM83B ZFPM2 HSPA4 MFN1 ID4 ZNF48 NXPH4 BRWD1 PDE2A TRABD2A KRTAP10-8 ZNF790 RNU6-924P RNU6-236P MIR218-2 IGHV5-51 IGHV5-78 RPL7AP7 EFCAB8 LINC00431 ZNF503-AS1 CCT6P1 CYP1B1-AS1 PRMT5-AS1 AC124242.1 PICART1 ZNF345 AC008663.2 LINC02757 BRWD1-AS2 PDE2A-AS2 MIR4286 ZNF524_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF524_TARGET_GENES M6PR KDM1A KMT2E CCDC124 LUC7L MYLIP CELSR3 TSPAN9 BRCA1 RTEL1-TNFRSF6B RFC1 NOP16 MPHOSPH9 POLR3E INTS13 CDON PPP2R5B NUCKS1 SLC44A1 CFAP20 LLGL2 PDE8A HACD3 VPS9D1 ANKRD13A SDF4 SESN1 JMJD4 TNPO1 SLC27A5 PPEF1 GNAS NSFL1C PLEKHG2 TMEM101 RNF31 WDR76 MYO3A OCEL1 TOP3B PNPLA3 PSME2 BRMS1L TM9SF4 NOP56 PLA2G15 ESRP2 NUBP1 TMEM87A GABPB1 BRF2 R3HCC1 ASAH1 PTOV1 MED25 MED26 MRPL4 SCN1B BET1 PLEKHA8 TMEM248 HPS1 DDX50 CUEDC2 CCDC6 PBLD DRG2 SMARCD2 C17orf75 LRRC59 EFNB3 OCIAD1 NDUFC1 ATG2A KMT5B CARS1 P3H3 MVK IL23A ITFG2 DDX55 GAPDH TPI1 FGFR1OP2 SOD2 FBRSL1 CCNG1 FRMD4B MOB1A NDUFS7 DOCK7 SMG7 PIK3R3 ARID1A CCNI WDR11 ARMH3 DUSP1 ACAT2 MTERF4 MRPS2 ZNF205 EGR2 ATP7B LRP1 STX16 MAX AGO3 HELB WDR24 AKAP9 INO80 AJUBA NECTIN2 NDUFA10 METTL26 MAP3K10 C12orf65 DIAPH1 C1orf159 RFX1 PRKAA1 SARAF NREP USP30 PAN2 MRPL44 SLC41A2 TFAP2A FRS3 FCHSD2 SLCO5A1 TGS1 RSL24D1 TTLL7 PPCDC GSTCD INTS12 KLRG1 MMAB VPS33A TLE3 HMG20A SLC39A3 FAM71E1 RERE EPHA2 RPL11 ZNF593 ITGB3BP MTF2 ENSA GABPB2 EIF2D SNAP47 C1orf35 SOX13 COPS7B MARCHF4 ACKR2 NICN1 RSPO3 HDAC8 REXO4 GTF3C5 FRA10AC1 MTG1 C11orf49 NCAM1 PIH1D2 NKAPD1 NDUFC2 CENPU NMT2 NUS1 UCHL1 MRPL39 SLC16A1 ZKSCAN2 MICU3 C8orf37 KAT6B SAMD8 PDE6D SEC13 SSBP3 SPPL3 DPYSL5 XKR8 FANCC ZSCAN12 ZNF276 ZDHHC1 CCDC107 NR2F6 C9orf116 NLRX1 ZNF382 EMC10 PLCD3 RPL29 CZIB REL TMEM183A ELOVL7 FAM86FP SLC4A2 MARCHF8 ZCCHC24 NEMF NSD1 BMS1 SALL2 UBTD1 NDST2 ZNF3 CACNB3 GLOD4 TMEM68 KCTD5 SRRM2 VPS37C CTNNB1 ZCCHC4 NKIRAS2 PDHB ING5 SLC25A6 ARMC4 SLC33A1 DUS1L UBB PFKFB3 XKR6 MRM3 PTEN GNB2 MCRIP2 HCFC1 FUT10 PEAK1 LRFN4 HAP1 PLK3 B4GAT1 FBXW8 DRAP1 C11orf68 AURKAIP1 B3GALT6 FOXL1 NR2C2 GBA TMEM187 BET1L RIC8A DMAP1 PLEC ZNRF2 ZNF594 NPM1 C5orf24 PLCXD1 TSHZ2 EXOC7 CEP57L1 SF3A3 PCDH9 HDDC3 ZBTB40 NELFA PGBD2 IFNLR1 BRWD1 ZNF829 HEXIM1 EXD3 SBK1 NBR1 NOXA1 NOC2L JPT1 ZKSCAN3 ZNF34 HDAC2 MAML3 ARHGEF12 MIRLET7BHG MAP3K5 STMN3 MIB2 HOXA4 CDC42SE1 MYO1C DNM3 CD2AP ZNF649 FOXJ3 SGMS1 EFCAB7 LSM2 VARS1 C6orf136 ATXN2 SRRM2-AS1 RNPS1 MIR615 C1orf220 QTRT1 MXD3 GANC MIR1302-3 FAM200A NUTM2A-AS1 ATP5MFP1 JPX PAWRP1 FGD5-AS1 SGMS1-AS1 SLC16A1-AS1 WDR11-AS1 KLLN LINC01004 LINC01185 HDAC2-AS2 LINC01315 SMG7-AS1 TRIM26 PRR34-AS1 C4orf48 GABPB1-AS1 AC124242.1 AC079089.1 AP000802.1 UCHL1-AS1 ALG11 STX16-NPEPL1 AP001107.9 BRWD1-AS2 AGAP2-AS1 ITFG2-AS1 RTEL1 AL132780.2 NDUFC2-KCTD14 AL606760.3 AC009065.4 AC009107.2 AC087500.1 MMP25-AS1 ZNF213-AS1 MIR3912 PTOV1-AS1 NBPF12 AL355353.1 RNU1-6P ZNF501_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF501_TARGET_GENES NSMAF EXOSC3 WDR36 ZNF280D GSTCD INTS12 SLC15A4 TCF12 IMPA2 ZDHHC17 CMC1 ZNF775 REPIN1 ZNF837_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF837_TARGET_GENES ANO8 GTPBP3 YAP1 TOB2 CALM1 SNORA26 EXOSC6 DANCR MIR4449 MCRS1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MCRS1_TARGET_GENES CBFB UFD1 RAB7A RBL1 AGBL5 NSFL1C HNRNPC CDC45 PNN RAB11A EFTUD2 SNRPB ANKRD36 MTTP UQCRC2 ILF2 ECE2 TRMT10A GIN1 PPIP5K2 RPL7L1 NUBPL SLC7A7 H4C8 CCDC103 KCTD5 MMADHC ACYP2 MRPL52 HSPA6 DMAP1 FDX1P1 CLN3 HMGB1 WWP2 ALG3 FAM187A AGBL5-AS1 MRPS31P5 SIPA1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SIPA1_TARGET_GENES FUZ CLK1 USP2 CDH1 EIF4B HMMR PIK3C3 ORC1 PPP1R15A TPX2 PQBP1 ARMC1 MOSPD3 PDHX BTN3A3 MRPL2 BTN2A1 BRD8 KIF20A IK FAM53C FAM117A TBCC DMAC2L EML2 TIMM17B NGDN PARP2 NDUFA2 PRPF38A KLC4 MNS1 PI4KB ILF2 ZNF776 PLOD2 MMS19 H2BC5 CDC25C EDA RALGDS IL31RA CLMP TEPSIN TK1 TNIP2 CXCL8 NFU1 AFMID H2AC21 MTF1 PFDN6 NEU1 HLA-E SLC12A8 NDUFAF8 WDR46 LINC01392 TRIM26 ALKBH3-AS1 USP2-AS1 RNU7-29P ZNF225 LIN37 H2BC14 RPPH1 H2AC17 EBLN3P TRAPPC6A ADAMTS6 KCNK2 FAT1 CLUAP1 IQCH MED25 DENND3 AVL9 TGFBR1 AMBRA1 ADTRP BICRAL NNT RCOR3 ZNF430 TGIF2 TGFBI CCDC91 OPTN CST8 DHX30 TTYH3 KAT7 CACNA1A RGS20 KCNJ1 DST MED19 TOR2A CCNF GRIK2 UBTD1 API5 CYB5A PTK2 TAS1R3 NUDCD2 FEZ2 SLFN12 USF3 CNBD1 ANXA2R TAS1R2 CEP97 ACTRT3 ANKRD37 EYS BLOC1S3 H3C12 MTCO3P12 MT-ND1 BMS1P1 MT-TL1 RNU6-821P JPT1P1 SIPA1 TMX2 HMGN1P4 COX6A1P2 AL669831.3 LINC00708 LINC01934 NEURL1-AS1 SCAT8 RN7SL418P RPL23AP81 DRAIC MTND5P11 LINC01234 GLUD1P2 MIR548AQ ZNF850 LYPLA2P2 PPIAP52 LINC02098 H2BC17 H2AC14 PGR-AS1 HMCES_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HMCES_TARGET_GENES RAD54B MT-CYB MT-CO1 MT-ND3 SNORA68 MT-TW MT-TY MT-TG CNTLN KHNYN SUPT20H KIAA0513 CBLN3 MT-ND6 MT-ND4 MT-TQ MT-TA MT-TN MT-TC MT-TR MT-ND4L TBL1XR1-AS1 ZNF274_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF274_TARGET_GENES ACSM3 ZNF263 ANLN ANGEL1 DDX11 CD44 RNF19A ADAM28 FAM214A DKK3 ELMO2 HAGH PIGB GNB5 RAB27A ST6GAL1 RASAL2 DLG1 ADCY2 HSPB11 C1QTNF3 MTMR2 HNRNPC SUCO MED15 RSPH14 POLE2 PSMA3 MEFV GYS1 MEIS3 MOGAT3 MAP2K6 FNBP4 MADD GLI1 ART4 IL17A BICRAL ENPP5 CDH9 RNF130 DROSHA CDH6 LIFR HMGXB3 UBE3A INO80B COQ10B FHL2 DPH5 TCF21 PMFBP1 RAB3GAP2 IDE ADGRB2 ZC3H7A EGR2 MED13L RHOT1 AIF1L NUP214 ZNF484 INO80 BBOX1 SLC44A2 SLC35D2 PODNL1 RAF1 CEPT1 PRH2 NAT10 PAN2 GPNMB BRIP1 SKIL GARNL3 TFAP2A KIAA0319 GCM1 YAP1 UACA GTF2B FBN2 TMBIM6 DIAPH3 TPM1 EFL1 RPL11 CELA3A HMCN1 RAB13 DUSP11 ZNF182 DNAJC5B NFIB TCF7L2 TMEM219 CCT5 EPS8 ANKRD22 NRSN1 ZIC1 SREK1IP1 MR1 NR4A2 ABI3BP SPAG17 DRAM2 AHCYL2 EPB41 CPAMD8 LMNA TTC9C TYW3 IL20 HIPK1 CLRN1 UBLCP1 ANKRD55 PI16 KIAA0895 LIPC SVOP POLL CDYL2 BMERB1 TERB2 FBXO22 STIM1 ZPLD1 RALGAPB ZNF692 CHST11 KRT20 ATF7IP DCP2 COMMD1 TNKS FAM174A RGMB RALGAPA1 PACS1 TMEM9B MRPL48 ERCC4 WDR73 RABEP2 ZNF491 ZNF354B FAM220A PARP10 FAHD1 C9orf139 H2AC6 ZNF101 TRAPPC6B SEMA4B WASH3P LRCH3 TMEM212 CCDC73 COL4A1 OR7A5 SRSF10 UTS2B GARS1-DT STK31 ZNF420 BLM CPLANE1 SPTAN1 DLGAP2 MT-ND6 GLMP MT-CYB MT-ND4 MT-ND1 PRC1 SMG5 RNU6-369P RNA5SP110 GGNBP1 TCTN1 SNORD116-9 SNORD116-8 SNORD116-7 SNORD15B MIR181B2 MT-TL1 MT-TF MT-TG MT-TR MT-TT MT-TP MT-ND4L NDUFS3 POLD2P1 MINDY4B SUMO2P13 UBE2D3P2 RIMKLBP2 PIGBOS1 RPS20P15 DIAPH3-AS1 TARID CRLF3P3 RPS29P14 ACBD6 VENTXP4 AL731567.1 SYF2P2 GOT2P3 AKAP8P1 ZNF879 PPP1R9A-AS1 ZNF737 LINC01497 RPS15AP29 LINC00317 SNORA84 CLRN1-AS1 STPG4 GAPDHP33 RPL36AP40 CNTF LIFR-AS1 LINC02058 TMEM251P1 LINC00536 YWHAQP6 H3P21 TAF11L14 ZBED3-AS1 AF117829.1 LINC02278 VENTXP5 COX5BP4 LINC02687 ZNF350 G2E3-AS1 GCSHP2 IQCH-AS1 LINC01633 RN7SL612P MIR4437 MYO15B LINC00653 INO80B-WBP1 MRPL57P3 EIF3FP1 MIR3651 DPM1 KRIT1 HECW1 M6PR COPZ2 PRKAR2B CREBBP ZFX CRLF1 VPS41 SPAG9 TRAF3IP3 GIPR GPRC5A YAF2 XYLT2 PHLDB1 FHL1 RNF10 PHF20 SEC63 RTEL1-TNFRSF6B VRK2 BRD9 CENPQ SH3YL1 DAPK2 MFAP3 MAT2B TRIO DSG2 GEMIN8 TPR SNX29 ERCC8 LETMD1 SLC4A8 LAMC3 ENTPD2 FAM114A2 CROCC GATB WNK1 AHRR MTMR1 CHI3L2 NTHL1 DGKA SLK ASPM LRRC40 PKM KIF2A IFT80 RORA AP3M2 OSBPL3 ING3 TP63 PTGS2 GLI2 NTN4 LMAN1 KCNQ2 PLD1 TPD52 STXBP2 FAM76B MCCC1 ACER3 PPP2R5C SLC1A3 DNM2 UBA5 FYB1 ZNF324 AGBL5 SEH1L ZFAND6 UIMC1 NID2 CPXM1 GANAB MLF2 ANKRD24 PABPC4 ITGA6 SCFD1 G2E3 HECTD1 NUP188 TBC1D2 BTAF1 SIRT1 HNRNPH3 SERPIND1 LZTR1 MAPK1 PPM1F ANKRD54 PDGFB PSMC6 SPTLC2 SRSF5 PCNX1 PSMB5 ARHGAP5 SRP54 BRMS1L SEC23A ADNP HM13 NOL4 MID1 PRPS2 RBBP7 CDK16 NFAT5 SLC7A6 ABCC1 SCG3 DNAJC17 VPS18 RIPK2 STK3 SQLE TULP2 MED26 CCNE1 GPI FZR1 BBC3 GRWD1 RPL18A ZNF574 CFAP69 NAMPT GSDME NUDT1 PHF14 TMEM248 KDM4C MICU1 RAPGEFL1 TRIM37 DDX5 WSB1 UGDH PPARGC1A HTATIP2 ANAPC15 SOX6 ASIC1 RSRC2 TNS2 ACRBP NT5DC3 LDHB ST8SIA1 SRSF3 E2F3 SLC22A2 PPP2R5D GHR PDE4D RAD50 EHHADH ACAP2 IQCG PLSCR4 PEX5L GTF3C2 GNLY RPL22 GON4L ARHGEF2 RO60 CRYZ RRAGC RLF PRDX1 SERPINC1 AKAP7 ZNF430 ARMC2 SENP5 SET CNTRL YLPM1 TTLL5 ZNF410 WDR11 GNA13 CCDC77 MYOT APAF1 PPP3CC UBIAD1 ZNF706 SPATA1 CCDC18 BBS9 NT5C3A MRM2 CALD1 HVCN1 CENPK NEUROD4 NCKAP1L IKZF4 STIL NDUFAF4 NCOA3 STAMBP LYPD3 PIWIL1 POLR1B TRIP10 GPR108 EML2 VASP NCLN DLGAP5 IDUA METTL25 MTERF1 EMC4 SERGEF ILF3 EPB41L4A ZSCAN10 BST2 RSPH3 AFDN GDF15 FIBCD1 NAPSB DIAPH1 KHDRBS3 FMO5 SELENOS ABHD12B BRME1 PRKAA1 TESMIN NASP TMTC1 SBF2 THUMPD3 GSTM3 HMGCS2 GRHL1 SAA2 FBH1 IL2RA HRH4 CABLES1 DDB2 PUM1 DTNA CLDN10 BIVM TPP2 CARS2 HNF1A CCDC146 GLS2 RDH5 ESPL1 MIP LTV1 AFG1L CCT7 MDM2 RC3H1 LMO7 ITM2B AOAH BZW2 DBNL SRSF1 KCTD3 RPS6KC1 WDR33 FPGS PSMB7 UBAP2 RNF144B NARS2 TRPC6 RTF1 RPLP1 SMAD6 TMEM62 ADAM10 PPM1B CYP1B1 ATRAID DTNB FGD4 SLC38A4 TMEM19 PTPRQ SMIM2 RTN1 DCAF5 TCF12 NEIL1 CYP11A1 BBS4 ZFHX3 TP53 RAB40B ZCCHC2 PLPP2 PFKL SIRT3 RERE PEX14 GPR161 DCAF6 TBX19 UCK2 TMCO1 NUF2 EIF2D CNIH3 LBR SNRPG MRPS5 SUMF1 NFKBIZ RUBCN STXBP5L PLAC8 MARCHF6 MYO10 SSBP2 RNF145 MMUT MLIP RPL7L1 PHIP ZMYM4 GNA12 ATP6V1B2 POLR2K EIF3H PTGES2 LCN2 LRRC27 ARFGAP2 SESN3 SIDT2 PDCD4 MTMR12 ATPSCKMT ABCB9 NOCT ANK3 GXYLT1 FAM177A1 MIPOL1 NUBPL ATP6V1G3 VPS26B NCAPD3 DST RABGAP1L FARP1 PANK1 CWC27 DAB2 CFDP1 ANKRD29 JPH3 ENAH LY96 MPPE1 AK9 NUP205 LSM11 RRAGA GNA14 UTP14A SSBP3 RNF111 UBN2 SPPL3 MRPL17 MITD1 CD1E ELK4 SV2A GPBP1L1 TMEM69 LRRC36 SLC37A1 ADAMTS13 CACFD1 RDH13 NEK8 GBAP1 BDH1 ZNF382 LARP4 KCNT2 AXDND1 IL24 CAPN2 WDCP IWS1 NAXE SLC22A15 TMEM183A HDAC11 EFHB SLBP LRPAP1 ERMAP INTU PRMT9 SLC45A2 PRDM9 RHOBTB3 USP49 ZNF704 PSIP1 SHOC1 STRBP QSOX2 CASP7 TTC7B SLC39A13 ZFYVE19 DEPDC4 CLMP BORCS7 MSS51 LDHD MESP1 SCG5 CERCAM RRM1 MMP26 OR51Q1 ANKRD11 KMT2D ZNF701 NCKAP5L NXN SRR ZNF598 C2CD3 SETD5 H1-4 SEPTIN2 CMAHP RHOH KCTD19 CHTF8 GFM1 ZNF354A PTK2 SPRR1B MUC15 LUZP1 CHRNA5 FABP4 PYM1 KRT4 TANC2 NAIF1 LRRC8C SPACA5 PTGER4 ZNF274 SPSB1 BPTF TRAPPC12 PTEN FRMD5 ATPAF2 MALT1 ZFAND4 ZNF621 ANKRD13D ARPP21 AGR3 CHD2 NET1 ZNF791 PHC3 XXYLT1 DDX23 ATP2A2 PHYKPL SCUBE2 PCSK1 LONRF3 FOSL1 ZNF613 YES1 RTTN ZSCAN2 CDC26 OR4C3 MEX3C BASP1 SLC38A9 TALDO1 MAN1B1 ANXA2R TWF1P1 FBXO34 FARSA SIGLECL1 FJX1 ZBTB18 C14orf28 PCED1B LINC00652 ZNF48 GPR139 OAZ2 PAK2 MIGA1 H2BC4 CAPS2 ZNF875 RAD51B DAOA SF3A3 BTBD9 IQGAP3 LRRC19 PDE4B SERINC4 NDUFA12 IMMP2L PTRHD1 MUC6 LRRC37B PGBD2 FAAP100 SV2B PSMD13 CCDC190 ZNF566 ZNF529 MST1P2 PCLO ZNF397 EFCAB6 TMEM216 ZNF286A SPRY4 FANCA ZFP69 C17orf99 ZNF490 GPR21 TCTEX1D4 ARID2 JPT1 C15orf61 TBC1D28 ZNF836 ASB13 ANAPC7 DAPK1 SNHG17 ARHGEF12 ARRDC1 H3C12 FAM177B SIPA1L1 ZNF461 MYO1C IRAK4 ZNF607 CSF2RA GFPT1 ZNF808 ZNF43 CCDC69 NCOA6 TAT MTCO3P12 MT-ND3 KIAA0753 SGMS1 MIR107 RN7SKP25 RNU6-1084P RN7SKP104 RNA5SP333 RNU6-1209P SNORD116-10 RNA5SP435 RNU6-374P RNA5SP368 RNA5SP194 SNORA63 RN7SKP153 VTRNA1-2 RNU6-8 ZNF525 LINC00963 PHACTR4 ABCF1 ZNRD1ASP AC010624.1 C9orf57 ATXN2 AARD RGL3 HACD2 RNU1-39P SNORD116-3 SNORD116-1 SNORD116-5 MT-TH MT-TS2 MT-TL2 MT-TE MT-RNR1 IGLV8-61 IGLV1-36 IGLC7 RNU6-1248P RNA5SP286 ZRSR2P1 DENND1B CYCSP19 TTLL3 ALG3 VSTM5 LCNL1 VPS33B-DT UBE2QL1 HOMEZ RPL17-C18orf32 TMEM167B CROCCP2 C1orf167 IQCB2P MORF4L1P1 PPIAP87 NBPF1 RNU6ATAC11P FANCG EXOC3-AS1 RNA5SP21 SMPD4P1 HBD CD99P1 LINC01983 COX5BP8 AFG3L1P HCG14 C4BPAP1 EIF1AX-AS1 CYP4A22-AS1 ARPC3P1 RPS29P10 PDZPH1P SPANXB1 ST13P21 MED6P1 FLJ31104 OFD1P17 C2orf92 CCDC183-AS1 BX284668.2 STIM1-AS1 PIK3IP1-DT RPL35AP6 CPVL-AS1 RGS17P1 AL669831.3 EEF1A1P39 GCNT1P3 RPS26P40 AGBL5-AS1 LRRC8C-DT MAGEB6B GCSIR LINC00665 CCDC144NL-AS1 ACTBP12 RNF224 LINC01719 LINC00513 MTFR2P1 UFL1-AS1 LINC01503 ALDH7A1P4 CHL1-AS1 BRD3OS HSPE1P27 LINC01828 MYCBP2-AS1 PTCSC2 SLC4A1APP2 GPC6-AS1 RPL31P63 OR2R1P LINC02631 LRRC7-AS1 DDX39BP2 LINC02257 RPS13P4 RNU7-87P RNU7-93P RN7SL782P RN7SL420P RPL34P17 RDH14 RN7SL209P LINC00881 RN7SL728P LINC00635 AC109466.1 RN7SL76P PI4KA RN7SL26P HYPK C22orf39 RN7SL812P MTAPP1 RN7SL354P RPL35AP32 RN7SL370P AOX2P RPS26P28 CFAP57 PPIEL LINC01322 AOX3P HDAC11-AS1 RN7SL334P SNRPCP3 RN7SL280P AP000787.1 BDNF-AS DDX11-AS1 AC090515.2 DIAPH1-AS1 AC025263.1 SRP14-AS1 GCSHP1 MTND5P11 MTND6P4 PCDHA14 HSPD1P15 LINC02218 OSMR-AS1 CCT7P2 LINC01596 GLUD1P3 AC002456.2 AC104123.1 HMGB1P35 AC099520.1 RN7SKP46 RNU7-47P SNORA72 RNY4 RNA5SP460 RNU6ATAC24P RNA5SP444 RNU7-110P RNU6-1261P RN7SKP92 LINC02143 C8orf88 CCDC71L IGLV3-29 IGLV3-6 FER1L6-AS2 IGLC5 NRG1-IT3 UBTFL9 EEF1G AC021393.1 TMEM9B-AS1 LGR4-AS1 SAA2-SAA4 SMIM35 CSRP3-AS1 ZNF432 ZNF10 YWHABP2 AC068888.1 MYG1-AS1 DUX4L52 AL158801.2 RPL21P7 DUX4L18 DUX4L17 LINC02345 AC104590.1 LINC02206 MRPL15P1 CYCSP38 MTND3P12 MTCO3P23 HEXA-AS1 CISTR LINC01960 AC009021.1 PECAM1 HNRNPA1P16 MIR4473 RN7SL615P MTND1P15 RN7SL693P MIR3650 MIR4502 RPL17 LARP7P3 RN7SL444P NOS2P1 RN7SL577P MIR4740 MIR4273 NCOA4 AARSD1 MAN1B1-DT DAP-DT RNU6-90P OR13Z2P CHASERR OR7A19P FADS2B TRBV16 CCL18 FUT8-AS1 PLCE1P1 MIR6089 GGNBP2 MRPL45 LINC02736 TRBV6-2 MIR3150A ZNF486_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF486_TARGET_GENES ST7 DLX6 CDH10 CALCRL POLI UBR5 CPD RAB3GAP1 OLFM3 DMGDH TEC ABCA8 SNX12 GSTO1 MKX PIP4P2 DNAI3 USP54 NDEL1 LDHD ARMC10 TPRX1 APOBEC3B ERCC6L2 ARL15 CYP4F3 NRN1L SRGAP1 ZNF536 RNU6-944P RN7SKP59 RPS3AP51 RN7SL587P STAG3L5P LINC02159 PRSS58 HTATSF1P2 STAG3L5P-PVRIG2P-PILRB ACSM3 ITGAL CDKL5 BRCA1 NUP160 FAM136A RFC1 CDK14 CCAR1 BTBD1 CTNNA2 NEO1 GUCY2C STK10 TXK FRYL CST7 RFX3 CHRNA3 CNOT4 ULK2 SLC25A24 LTBP4 CD209 NRCAM SEL1L3 PHGDH PALM TOP3B IL2RB PFDN4 SMARCA1 PLLP FA2H CRYM HERC1 CRX PRKAG2 RIC1 GOSR2 PSMD11 CEP164 NECTIN1 PTP4A1 FHL2 AAK1 KMT2A PLAGL1 ZNF410 NUDCD1 SCPEP1 COPA ODF2L CDH26 SNRNP27 SSR1 CHURC1-FNTB TUBGCP3 SEM1 DAD1 SAT1 DHX30 JCHAIN DCTN4 ANO3 SPOCD1 FADS2 EGR4 BAAT HEMGN SDCBP SLC3A1 DNAJC13 NCOA2 FBLN7 GULP1 PLPP5 LRP12 CCDC81 CNDP1 RABGAP1L SPOCK1 PTPRK CDYL FAM81B CMTM7 PTPRD DISP1 PPP4R1 MAP3K7CL RBPMS SLC13A3 SNX29P1 ADIPOR1 IL23R ARL5A SLC22A15 STK36 CLASP2 MTHFD2L METAP1 TMC1 CKB BTRC KLHL26 ZCCHC4 GNG4 ADAM18 ASMTL GSTA4 INSR HPSE LIPM CMKLR1 FBXW8 PTPN2 RABEP2 ERBB4 PPIAP33 FAM216B ZNF609 SLC36A4 TRBV21OR9-2 KCNIP4 CYP4Z1 ZNRF1 HSD3BP1 IFNA2 SLC24A5 ZNF567 STK31 TRPV1 ZNF780A MYO1C TLK1 TOGARAM1 RNU6-1059P RNA5SP399 RNA5SP232 RNA5SP117 GGTA1 MAMDC2-AS1 SPINK9 RNU6-1323P RNU6-1310P RNU1-52P RNU6-163P RNU6-33P MIR764 RNU6-1106P RNU6-1009P KRT18P68 WEE2 AC132008.2 HNRNPA3P3 AKR1C7P MIR99AHG RPS16P5 TENM3 OR7E104P MIR1277 MIR1252 RNA5SP261 RN7SKP27 RNU5A-5P RN7SKP112 CALM1P1 SMPD4P1 HLA-DPB1 SNHG14 RPS23P10 AC073508.1 MTND1P34 TREML5P RPS26P56 RPA2P2 OR7E101P LINC01068 HDAC2-AS2 LINC01981 PES1P2 LYPD9P ISCA1P2 ACBD6 SHC1P1 PLSCR5 HMGN2P34 ABCA9-AS1 RPL32P28 DYTN HDAC1P2 LINC01722 TRGV2 MTIF2P1 DCUN1D2-AS FAM170B-AS1 PCMTD1P3 ZSCAN31 ST13P2 RPL21P30 SSBL2P ZNF101P1 TRIAP1P1 RNU7-148P OR2A15P ETF1P2 ST13P14 HNRNPA1P24 RPS2P25 MUC20-OT1 RN7SL392P RPL12P21 LINC02050 AP000787.1 MTCO3P44 NCAPGP1 PURPL LINC02436 TRBV21-1 RNA5SP157 RNU6-567P RN7SKP219 RNU2-31P RNU6-232P TUBAP7 IGLV1-62 EIF2S2P6 DNAJB6P1 OR4A10P KRT8P11 AP000439.2 HAUS8P1 CHURC1 AC004846.1 GTF2IP22 DNM1P38 PPIAP46 RBFADN ATP5PBP7 MIR3117 ARL2BPP1 MIR4715 LINC00868 SINHCAFP2 LINC02104 SNX29P2 TPTE2P2 MIR7843 VN1R7P RN7SL322P LINC00869 RN7SL473P RN7SL802P DDX11L17 HPAT5 MIR4773-2 ZNF419_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF419_TARGET_GENES ANO8 EXOSC5 GTPBP3 GLYATL1 MTCO3P12 AL669831.3 BCKDHA MTND5P11 RBM17_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RBM17_TARGET_GENES RABEP1 NCBP3 NSFL1C NFAT5 AVL9 KMT2A MIR1538 RAX2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RAX2_TARGET_GENES ANKIB1 KRIT1 IFRD1 CSDE1 ERCC1 CCDC28A USE1 TNPO3 CNOT4 EHD4 PPP1R13L ETFB WDR83OS PRPF31 TFPT MRPL27 PFDN1 BCAS2 POLR1G PLBD1 WDR83 CHCHD5 TNFSF9 ZNF384 ZNF484 EMC4 ERAL1 TSPAN31 RNASEL C2orf49 HINT2 KATNB1 PSMA5 PPOX PRCC HDGF HAX1 TMEM209 TSEN2 EME1 GALK2 NEK8 TLCD1 CEP44 COPS2 RPL27A HSPA4 KBTBD2 ZNF581 MUS81 CFL1 FAM222B ZWILCH RPL4 SNAPC5 UBE2N RNF186 ZNF441 TEAD4 SCAMP5 ZNF358 RN7SKP134 SNORA3A ZNF580 HCG15 TPI1P2 RNU7-27P PLA2G4E-AS1 EEF1G NDUFAF4P1 C2orf49-DT CCDC28A-AS1 CHAMP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CHAMP1_TARGET_GENES SNX11 VTA1 RNF216 MNAT1 PTCD2 GPBP1 TRAM1 MRPS33 ZNF268 LAMB1 TXNL1 YPEL1 NXT2 POLR2C TRIP4 RAB11A SCG3 PDE4C PCOLCE UBE4A SMIM8 MRPS27 TCERG1 GBE1 COMMD2 STAM2 DOCK7 CENPF RARRES1 GTF3C3 ATL2 WDR11 KDM3B SPRYD7 ZC3H13 NFE2 ZNF391 MTERF1 NGDN MIS18BP1 DIAPH1 ENOSF1 LINC00470 ANKRD17 ZRANB2 CA1 COX16 BHLHE40 RBM17 SPOCD1 AHI1 USP15 MED4 HUS1 TTC5 PNPT1 PPIG SLC40A1 SECISBP2L CENPE GSTCD INTS12 ALG10 DET1 RPRD1A NUF2 RGS5 SYT14 CALM2 UBR3 CENPC CCNA2 GPR6 LUC7L2 UHRF2 FRA10AC1 HSD17B12 C11orf49 FER RMND5A SAMSN1 RBM45 SCAF4 BRPF1 HTR5A PAXBP1 ZNF221 NFIA SGO2 EIF5A2 PSMD6 RCHY1 ZNF148 ADGRV1 FMC1 AKR1E2 ALKBH3 PCLAF TERB2 SNRPD1 ISLR2 PXK GFM1 BUB1 ZFPM2 MSANTD4 PLAC1 FAM98B SPATA5L1 NOC3L DENND4A RESF1 ATR CKAP5 DRAP1 C11orf68 OR4K17 MIR7-3HG ANXA2R C2orf69 SAGE1 GPR19 ANKRD45 PRKD1 CDCA2 AC091057.1 RNF216P1 MAN2A2 ZNF138 GYPE LRBA TAFA2 CCDC152 MFAP3L RBM20 SP5 PDE7A C21orf62-AS1 RNU6-925P STK38L DENND1B NOC2LP1 LINC01347 SLC35E2A BRD7P4 RBM48P1 PCOLCE-AS1 JPX LINC00431 WDR11-AS1 CRPPA-AS1 ZRANB2-AS2 NKAPP1 LINC01191 FAM133B NDUFA5P3 SEPTIN14P12 CPB2-AS1 TTN-AS1 PABPC1P10 LACTB2-AS1 LRP4-AS1 NR2F2-AS1 MEF2C-AS1 FLJ46284 LINC01234 SRD5A3-AS1 GYPB KLRC4-KLRK1 FNBP1P1 ANP32BP3 SEC22B VN1R81P CT45A1 ZSCAN16-AS1 CT45A10 AC100812.1 H2AC14 LOC101927815 FRG1CP MAPK6 BCAP29 CPOX CHGB SLC25A15 KCTD9 MS4A6A ARID3A CCNT1 CDAN1 GLRA1 EIF4E OSGIN2 OR52A5 KLRC4 SMYD3 AGAP4 ARHGEF12 RNU6-169P CRYZL1 MIR7-3 CRPPA RNA5SP60 RN7SKP192 SAMSN1-AS1 LINC00240 LRRD1 H3C6 ZFP91_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZFP91_TARGET_GENES ARHGAP33 LIG3 ACSM3 ITGA3 TNFRSF12A COX10 UPP2 MARK4 DNAH9 E2F2 MGST1 NFIX REV3L BAZ1B LRRC23 SYT7 ANLN WIZ ERCC1 SEMA3B MVP MAMLD1 MTMR11 ZFP64 NRXN3 OSBPL5 KPNA6 RNASET2 AGPAT4 PNPLA6 NSMAF USP2 METTL1 AGA MAT2B PHF23 TDP1 WDR37 YTHDC2 POLR2B RFC2 NEDD4L MCUR1 LETMD1 FNIP2 PHPT1 PLEKHH1 SZRD1 USP36 ITIH1 PRDM1 ATG5 YIPF1 TBXAS1 DNAJC25 YBX3 CS LTK ELMO2 ZNF275 ADCK1 CASP8 BORCS8-MEF2B RFXANK ABCA7 HMG20B ZNF76 DGKA MYLK NFYC PFKP IDI1 HYAL2 INPP5A PSME4 PPP2R5B PITX1 FUNDC1 HES2 LRP6 PHRF1 NUCB2 PTPN21 LMCD1 SREBF1 IRAG1 PICALM VPS9D1 CACNG5 FRYL PLD1 DLG1 EXOSC7 REXO2 RBMS2 BAZ2A ARHGEF1 ACTL6B DNAJC10 LRCH4 ACTN2 NEBL PIK3C3 GNB1 PCM1 TOLLIP MKNK1 REXO1 CDC14A SMARCA2 CLDND1 RBL1 TCF7 JMJD4 AACS DLG3 RRAGB ZNF416 FAM234B COL16A1 MAP3K4 AKR1B1 TTC39A EPS15 ITPKC ZFAND6 SULT2B1 PTPN4 ANKRD10 SLC4A11 DYNLL1 SLC8B1 OTUB2 ANKRD24 PAPOLA GOLGA3 MCOLN1 EFNB1 RBM27 JPH4 SLC22A17 SEC22C AAAS SORBS1 BRPF3 HSP90AB1 HNRNPH3 JAK2 TMED1 CIRBP IZUMO4 RANBP1 SNAP29 CECR2 SMARCB1 P2RX6 SEC14L2 PES1 GGT1 GGA1 CENPM POLDIP3 PACSIN2 ASCC2 TNRC6B KIAA0930 RBM23 ITPK1 CEP128 SUSD6 PPP4R3A DCAF11 EMC9 NFATC4 ADNP PFDN4 GMEB2 CDC25B SNPH MROH8 AHCY VAPA POLA1 HTATSF1 PORCN SYTL4 UGGT2 INTS6 DHRS12 TSC22D1 MGRN1 MMP15 NME3 COTL1 USP10 UBE2I PIEZO1 UBFD1 PRSS33 EARS2 AQP8 CDIPT CCP110 CSK AP3B2 RAB11A TTC23 ZFAND1 BPNT2 IKBKB PLAT TRPS1 ASAH1 NUCB1 HNRNPL PPP1R13L KLC3 CCDC130 C19orf53 ILVBL AKT2 PIAS4 EBI3 PRKD2 CCDC9 DMAC2 CDC37 MEIS3 PTPRS CYTH2 SIGLEC6 PLA2G4C DBP KCNN1 CRTC1 LSR FKBP8 SUGP1 ERF ETHE1 LMBR1 HIBADH CCL24 FBXO24 TMEM176B TMEM248 SPIN1 TMEM245 LHX6 TBC1D13 KDM4C NCS1 SHB ZFAND5 GATA3 PALD1 NPM3 GIT1 RGS9 PNPO CPD CCDC47 VAT1 HDAC5 MPP2 PRKAR1A RANGRF PMP22 FBXW7 NKX3-2 FAM149A P2RX3 LPXN ATG2A AMBRA1 EXPH5 GTF2H1 KCTD10 CAMKK2 CYP27B1 METAP2 NAA25 SCNN1A ARHGDIB STX2 CHD4 COPS7A SRSF9 TDP2 FBXO5 MAPK14 FBXO9 GPR63 E2F3 ACOT13 MRPL2 SRF ARRDC3 SUB1 ERGIC1 ECT2 HEMK1 MAPKAPK3 KANSL3 LMAN2L ACTR1B ACVR1 LANCL1 EFHD1 HDLBP SLC25A12 ORC4 ARID3A PARD3B DNAJC16 SCP2 WRAP73 ERRFI1 RAP1A GON4L ARHGEF2 DOCK7 FBXO2 DNAJC6 LEPR KIAA2013 ZNF684 ETV3 ACTL8 CDK18 GALE ABCD3 VAMP4 RPS6KA1 TXNDC12 POLR1G KMT2A USP35 CASP8AP2 RPN2 RBM18 C19orf25 IFT43 ESRRB SUPT7L YPEL5 GPAM C10orf88 EPC1 SOHLH2 ETF1 MTERF2 SOCS2 ADRA1A MAPK8IP1 ADGRB2 TMEM39B RPL21 MRPS2 NAA60 ZNF644 HERPUD2 DCAF10 SRGN IFT81 GIPC1 ZC3H13 HOXC13 EEF1AKMT3 SARDH PLP1 COQ8B AGO2 CHPF SLC12A5 STX16 PMEPA1 USP22 ZNF576 TBCC DOK4 HROB MBOAT7 TRIP10 VASP STK35 CITED1 CEP250 ASL DNAJC8 AHDC1 KTN1 HIVEP3 ABHD8 SMARCA4 GAL3ST1 ATP6V1F VGF MKLN1 TWSG1 MINDY2 CHAC1 ISLR SERGEF DCTD TXNDC17 KIF1C PUS7L SLC44A2 NRL SEC14L1 ASH2L DOHH MAU2 GNL3L PRKCSH XPO7 COLGALT1 FCHO1 UNC13A MAP1S SSBP4 PAK4 METTL26 EIF2S3 MPP1 RBM39 UBE2D2 ACAP3 RARA PEX11B FMO5 PIAS3 DNAJB1 ZSWIM4 TRIM21 RAN CLUH SERPINF1 ANKRD17 KDM6B NASP VSTM2L FBXO44 CPLANE2 CASP9 DSTYK LGR6 IPO8 MICAL2 SARAF DGLUCY EDEM1 GRHL1 LPIN1 NAV1 CCNH TMEM241 SOX5 ETS1 TAOK3 USP30 SYNCRIP MAP3K7 LMO2 DNAJC14 CDK4 TSPAN31 B4GALNT1 KCNH3 DYSF GNS MRPL44 ITM2C ARMC9 KDELR2 IREB2 TEX2 KCTD3 GYPC ABI1 LRRC8A DERL1 DNAJB5 KLC4 NUMA1 RAB30 HAUS2 SMAD6 RABGGTB RTCA THUMPD2 AOX1 CARF CHRNA1 FAM117B SPPL2A FAM13A SEC31A CCNG2 CENPE SLC39A8 MTTP ETFBKMT PEX5 POC1B SDSL GIT2 FOXN4 NUP58 NABP2 MAP3K12 LMBR1L REM2 PELI2 GTF2A2 TSPAN3 ARRDC4 CYP1A1 HAPLN3 OSGIN1 KSR1 TRIM65 CACNA1A DPP9 TMEM91 RERE ARHGEF19 NBPF3 ITGB3BP CCN1 MOB3C CYP4B1 SYPL2 POGK POU2F1 PRCC HDGF XPR1 RGS16 TARS2 RFX5 ANP32E ENSA POGZ SMYD2 UBAP2L C1orf43 SNAP47 PSEN2 EPHX1 MEIS1 SFXN5 FBLN7 METTL21A NBEAL1 SUMF1 HES6 LRIG1 TBCK G3BP1 PSD2 RNF44 PPP1R18 NFKBIE ZMYM4 ARMT1 GNA12 NIPSNAP2 ATXN7L1 MAP11 TMEM140 EPHA1 CCNB3 ZMYM3 SNX12 DIAPH2 SLC25A37 EIF3H UTP23 NDUFB9 TATDN1 UHRF2 NFIB INIP MRRF SURF4 MED22 RPL7A PTGES2 MIGA2 LRSAM1 PROSER2 TMEM236 MKI67 GSTO1 RGS10 SIDT2 VPS51 ALDOA TLCD3B ITGB1 DCUN1D2 TMCO3 MIA2 DLG2 GPR158 UBE3B PLBD2 MAGI1 FER MMAA NR3C2 NBAS CENPJ TLCD4 SH2D6 HOMER1 XRCC4 ZNF547 ZNF256 PAN3 TMEM123 SYCP2L CYRIB TRAPPC8 ADPRHL1 CFDP1 ANKFN1 UBASH3B PI4K2A RHOC RMND1 CLIC2 MIDEAS PCGF6 ZFAND3 RAB11FIP1 AIFM1 PRR14 VPS8 SEC13 ST3GAL2 FCSK TSC22D3 TMEM164 CREB3L1 CNNM4 MRAS TENT5B CATIP B4GALT5 TAGLN2 CCAR2 EPB41 IFNAR2 RCAN1 C1R EFCAB14 RGS12 ABR CCDC28B ZBTB8A PDXK C9orf116 CFAP157 SHKBP1 FLAD1 ANO10 LMNA IER2 SQSTM1 MGAT4B DVL3 TMEM143 RNASEK-C17orf49 MSLNL TAF6L STX5 TAL1 ZYG11B GMEB1 RBBP4 NFIA TM2D1 PEX19 RBM15 IER5 SNED1 MAPKAPK2 PIGR MRPL55 KIAA1841 TYW5 MAIP1 DUSP19 TEKT4 ADORA1 ERICH6 RPP14 ABHD6 CRELD1 HPS3 TOPBP1 RYK SLC4A1AP WDR43 ZMYM6 TPRA1 TKT RFT1 UVSSA METAP1 BDH2 SHISA5 SPRY1 DUSP7 POC1A NPY1R SLC25A46 ENPP6 DCBLD1 DAGLB TRA2A KIF6 ZNF12 SLC29A4 USP49 OXR1 TMEM74 NOS3 OSR2 TRPV6 VEGFD DEUP1 INPPL1 TSC1 BORCS5 SLC39A13 TCP11L2 HIF1AN C2 TRIM44 MCM7 TK2 ACSM1 RBPMS2 STX3 TSC22D4 MAPRE2 CERCAM ENDOG IRGQ ZNF668 GATAD2A PROCA1 TUBA1C SERTAD3 AXL TMEM145 TRAPPC9 PPP1R14A SEMA6B IGFBP6 GHDC MAP4K2 VASN MPLKIP REEP4 ING2 TMUB2 AXIN2 LRATD2 SEMA4C ATOH8 COMMD8 CD2BP2 SNUPN GP9 DUS1L GPS1 RFNG DCXR LINGO1 ROBO1 OTUD7A PUSL1 IFFO2 CRTAP TMED10 KRT8 SPATA24 PYM1 IRF2BP1 KYAT1 ZNF672 SOSTDC1 ZNF581 ZNF524 NMUR1 SPSB1 BPTF CFAP46 EIF2AK3 MOB3A ATOH1 DPAGT1 SUCLG2 ABCG4 MCRIP2 C2CD2L FGGY HCFC1 RND1 ZNF596 SNX32 SP3 GXYLT2 RELA RHOD GLRX KCNK7 PPP1R14B CSPG4 PHOSPHO1 MARCHF3 XXYLT1 CCS PRPF8 ADCY6 ANGEL2 B4GAT1 TMEM167A SH3PXD2B PDIK1L YPEL2 FAM182B FAM131A CSRP2 ZNF408 CKAP5 ARHGAP1 SUGCT MLXIP AURKAIP1 HOXD8 ZBTB8OS OR4K5 VPS37D ZNF575 USF3 ANO6 C8orf31 PPFIA3 MIEF2 SLC25A22 FLII TMEM187 UBE2N RIC8A DDX10 LCORL GALNT11 TUBAL3 ZBTB7A EXD1 CALR APOBEC3B RNF227 BBS10 FIZ1 PSTK ZADH2 PRKRA FZD2 ZNF609 MB21D2 YOD1 CAPS2 ZNF792 SETD2 DIPK2A SLC9A9 SLC35C1 IBA57 PRKAG1 DEXI BACE2 UBE2E2 SPACA6 TSHZ2 KPNA2 RPL35A EWSR1 CNOT10 NKX2-5 TMEM119 CALN1 CTNNA3 ZNF623 SF3A3 PRR14L FBXL7 KLHL25 CBX6 ZNF703 KCTD8 LRTOMT NR2C2AP UBE2F OAF ZDHHC23 PLA2G6 SEPTIN9 AMER1 CLDN6 DDX53 ZBTB7C F8 C5orf47 INPP5J PRMT3 UBALD2 TCN2 GAS2L1 METTL7A SH3BGR NR2F2 WASH3P PBX1 EP400P1 ADAMTSL5 MIR22HG KTN1-AS1 ZFP91 BCR TMEM232 CHP1 PTMA HAPLN4 ZFP69 AC091057.1 C11orf95 H2AX CLN3 S100A16 TMEM120B TMEM198 FZD9 ADRB3 ZNF548 MSL1 UTS2B KCTD21 ZKSCAN3 SPATA41 WDSUB1 WDR5 TRRAP INCA1 PTPN1 YRDC NCOR2 SLC6A9 MRTFA VKORC1L1 FLNA GMFB MAFG PCNX3 SPN RPE INKA2 ZNF44 SNHG12 IRAK4 ENTPD7 TFDP1 RPS6KL1 QRICH1 DDX42 PHETA1 OGA NBR2 MMP17 SLC9A6 ABCA4 ANKRD13B TEX45 PPP1R14C TMEM184B SELENOM DENND4B STKLD1 TYW1 SREBF2 KIAA0753 APRT TBKBP1 RNA5SP319 IQANK1 SAMD13 CCDC160 EFCAB7 PBX2 PJVK PRRT1 ZBTB12 EHMT2 NEU1 MBD5 MSH5 CSNK2B NFKBIL1 ZNF551 C6orf136 GABBR1 ATXN2 ZNF783 C12orf73 ADGRG1 CCDC85C SMG1P2 DPF3 ITPRIPL2 RNPS1 SNORD45C SNORA70J GNRHR2 DIO1 IGKV6D-41 RPL17P41 KRT222 LEPROT LAT KCTD11 CSNK1E C19orf38 FIS1 RAD51AP1P1 CPEB1 CDIPTOSP LINC00680 CKLF AL390719.1 RNASEK NBPF1 TUBBP9 AP4M1 C19orf73 LINC01825 RPL23AP53 LINC00630 LINC02593 EGFR-AS1 AF196972.1 RTCA-AS1 BOLA3-AS1 RFPL1S SLC26A6 LINC00115 KCNIP2-AS1 ZNF192P1 SRRM5 LMCD1-AS1 KIF9-AS1 LINC01132 INKA2-AS1 PCAT6 C2orf92 LINC02575 LINC01128 LINC01690 PATL2 XIST LINC02643 THBS3-AS1 TRAF3IP2-AS1 SEMA3B-AS1 PTGES2-AS1 SEC1P UBE2E2-AS1 RASA4DP LINC00690 KRTAP5-AS1 EIF2AK3-DT SP2-AS1 SNHG20 BRD3OS LINC01366 RAMACL LINC01665 IQCF5-AS1 ZBTB22 LINC00896 MKLN1-AS BCRP8 LINC01358 CECR7 AP003025.1 DGUOK-AS1 LINC01625 CASTOR1 MRPS17 ERICH6-AS1 SAMMSON MIF LINC00881 SUCLG2-AS1 PISD PI4KA TCP10L ARPIN FLNC-AS1 MICAL3 DNAJC25-GNG10 ETV5 LINC00847 BDNF-AS KLRK1-AS1 AC083805.1 AC090515.2 PICART1 LRP4-AS1 NR2F2-AS1 ZNF436-AS1 LINC02405 CASC11 ARPIN-AP3S2 CDK3 THAP9-AS1 LINC02615 LINC01094 AC083973.1 AC022730.4 RPSAP71 CHMP4A SETP16 BORCS8 STX16-NPEPL1 ZFP91-CNTF MSH5-SAPCD1 HTD2 AP001107.9 FAM222A-AS1 TRAPPC2B POLG2 AP001160.1 LINC02419 PPP1R14B-AS1 LINC02356 ADCY6-DT AC012085.2 AL132639.2 UBE2F-SCLY POC1B-GALNT4 CPEB1-AS1 AC009065.4 AL163051.1 TEN1-CDK3 PAN3-AS1 GAN AC005696.1 IKBKE NBPF11 DCXR-DT AC119868.1 NOS2P4 AP001033.1 MAFG-DT RASSF5 NBPF15 AC079466.1 AC027097.1 ASB16-AS1 AC006116.7 NBPF12 SIGLEC22P ERVV-2 NBPF9 SLC25A53 AC018647.2 WDR5-DT LCA10 NOL12 NATD1 MLLT6 FGD5P1 LINC00540 YWHAEP7 AC007906.2 LINC02391 MRM1 NKILA FAM230C ERICD LINC02246 AC107398.4 MIR550B1 ZFX CPS1 HMGB3 PIK3CB POLR3E TNK2 BICRA HIPK2 ARFGEF1 MYO9A NAV3 MNT GBA2 VASH1 MOCOS SMAP2 MECOM FER1L4 ESF1 GCN1 ALKBH5 TRMT2A CSF2RB TELO2 SRP54 DIDO1 POLI CBLN1 SGK3 UBR5 TULP2 BBC3 DENND3 CACNG7 MAST1 HBP1 SNX8 TLE4 CYTH1 COL1A1 KLHL5 PSMD9 ADGRD1 CEP85L BICRAL HES1 GNB4 IQCG EIF2B4 IL1R1 BCL9 MEF2D SLC35D1 RO60 SATB2 NEK6 MAPKAP1 RHOQ GLT8D2 GTDC1 MED13L IKZF4 USP45 TTC21B ATXN1 FNDC11 SLC25A23 AGO3 ST3GAL3 LRFN3 SBDS CFP MACF1 KLK8 SLC27A1 RTN4IP1 TMEM160 GSE1 ZSCAN5A PER2 KHDC4 MYH10 BTBD2 MORC2 ELP3 CEPT1 YARS1 BTF3L4 PRPH CCT7 ARPC5L IL18BP CYP19A1 FBXO11 ETV6 PRICKLE1 PHLDA1 TDG WDR89 EFCAB11 ABCC12 TMC6 SLC16A3 NFIC SEMA6C ANKMY1 NICN1 TRMT10A NKD2 FEZ1 ESAM ASAP2 BICD1 TXNDC11 UBALD1 MRPL39 SLC25A28 NIFK LARP1 FBRS AHCYL2 EMSY DONSON SPATC1L COX6B2 PCSK7 TUBA3FP LSM12 MED11 STK36 EN2 PCF11 GFI1B B2M BPIFB6 POP5 WDR81 PAFAH1B2 TAPT1 TMEM37 ANO5 BSG MAP3K11 TRIB1 TOM1L2 ZNF683 RBM44 CTNNBIP1 SERTAD2 SEPHS2 ZNF48 SLC2A4 TNRC18 TMEM198B MCEMP1 GJD3 CFAP91 CLDN5 FOXO4 DUSP8 FAM43A PRPF39 BCL9L MRTFB PDE2A HEXIM1 SPRY4 OTOG ANAPC7 ZNF700 ARHGEF12 SND1 GATA3-AS1 ADARB1 C5AR1 ADH5 RPL12 MPZL1 C1orf122 HIBCH ITPRIPL1 RNU6-992P RNY3 OR52A4P EGFEM1P RNVU1-15 MIR607 IFITM9P TMX2 CLIC1 ATP6V1G2 LCNL1 ALOX12-AS1 AC025171.2 PROSER2-AS1 SDAD1P1 CRYGEP ATXN1-AS1 LINC02028 VDAC1P13 LINC02573 B4GALT1-AS1 ACBD3-AS1 SSR4P1 FBXO30-DT CPB2-AS1 INTS6-AS1 PCYT1B-AS1 PRMT5-AS1 RN7SL466P RPL23AP8 UBE2V1 AC124242.1 TUBAP14 LINC01962 ZNF564 HMGB1P28 LINC01182 AC023794.3 WWC2-AS1 RPL10P8 ATP6V1G2-DDX39B LINGO1-AS1 IQCH-AS1 MIR762HG WFDC21P ZNF865 VPS9D1-AS1 MIR3197 MIR548AW RN7SL774P AC138150.2 EEF1A1P7 AC008735.3 SPACA6P-AS TLCD4-RWDD3 EPOP MIR4726 ALOXE3P1 SCARNA16 LENG9 LINC02340 DNAJB5-DT ZNF514_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF514_TARGET_GENES GSN MED21 NOL6 STAT6 RND1 CPN2 LINC00431 CWC25 ZNF512B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF512B_TARGET_GENES PHLDB1 KCNG1 ARHGEF5 PRDM6 FAM107B KLF6 LRP6 BUD23 SCARB1 SEMA3A RAB7A NDC80 SMAP2 MECOM GNAS DHPS DICER1 ARHGAP5 ARFRP1 CELF4 METTL4 DTWD1 LAPTM4B TRPS1 CHRAC1 SNX16 PLD3 RPS19 PLEKHA4 GATA3 ZMIZ1 RGS9 SMARCD2 MMD KMT5B SOX6 BCL7A DDX55 TBC1D30 BTN2A1 APBB3 CNOT6 IRX4 DPYSL3 SMAD5 BBX C2orf42 SMG7 MLH3 ATL2 RPL5 ACO1 KBTBD4 AMD1 STAU1 BTN2A2 SYMPK FGD3 BCL11B ASPHD2 GAD1 KNSTRN LRRC6 NECTIN2 F12 AMPD3 MEIS2 FST PHF21A GDF11 PCNX2 HUS1 TFAP2A ARRB1 NOVA1 CLBA1 TOB1 CBR4 NKD2 SSBP2 IQGAP2 TENM4 GPR158 MAGI1 PRKCA CXXC1 GPR78 MMP16 NDUFAF6 ETS2 CALM3 C19orf47 BRINP3 COL6A3 ADAMTS9 TP53INP1 ZCCHC24 FAM204A GFI1B BRD7 FAM227B SMAD3 ISLR2 TRAPPC9 TMEM68 FOXI1 ATG4B AXIN2 SHOX2 STX18 SLC25A6 SDC2 ANTXR1 ONECUT1 TPST1 ZFPM2 SLC16A5 VSTM2A PRKCE FAM241B ZBTB4 NR1D2 SH3BP5L NR2F1 SLC35A4 TCP11L1 THAP4 PAWR ZNF114 ERN1 CATSPERE POLR2A FIGN GPC6 SEMA4D AC091057.1 SELL SYCP2 SPATS2L FAM217B ZGPAT PGAP1 TBKBP1 RNU4-2 MICA ZNF580 NDUFS3 AL158835.1 TOB1-AS1 PPP5D1 LINC01750 SMG7-AS1 LINC01166 FAM133B DICER1-AS1 LINC01351 FRY-AS1 ERICH6-AS1 NME2 STX18-AS1 NOX5 ZNF350 ZNF253 MIR3124 CEBPB-AS1 VEZT TG PFKP PKM CATSPERG KLHL22 RUBCNL PITX3 NPR3 TGFB3 PREX1 FOXP2 HOXD11 FGF13 MACROD1 HRK RNFT2 CACNA1A SMG1 CSTB CAMK2N1 ERICH6 OTUD1 CLMN TSC22D4 DHRS13 ARMC4 TM4SF1 ZNF581 UFSP1 CDC42EP4 TSHZ2 LRRC14B ARID2 ZNF512B GRK6 NBR2 MIR378A RNU4-13P ZBTB10 RNVU1-15 KRTAP1-3 ZMIZ1-AS1 LINC01132 PUDPP2 NR2F1-AS1 LINC01168 AC110741.1 LINC02588 TUBB8 AL133383.1 NOTCH2NLA MIR4291 ZNF354B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF354B_TARGET_GENES POLDIP2 DVL2 SKAP2 VPS41 TSR3 CLCN6 NUDCD3 GRN ALG1 ZZZ3 SLC66A1 CTNS ATP6V1H AKR7A2 GALC GATB HAGH CTSA ATP6AP1 ZFYVE26 AFF4 TULP3 RAB21 BAX NUDC GNPTG MCOLN1 SIRT1 WASHC2A PES1 TOM1 RIN3 RENBP GLA FNDC3A SLC38A7 VAC14 NAGPA CLCN7 USP31 STX4 VPS35L TRMT1 USF2 SNX8 HPS1 NAGLU COMMD9 FOXM1 CNPPD1 SLC25A12 KLHL12 CTSD COLEC11 MED28 MFSD1 ALDH6A1 UTP20 VPS26A SLC36A1 ARFGEF2 RAB22A PPP4R1L NEURL2 PEPD UROD HECTD3 DNAJC8 ATG14 HNRNPH2 EPS15L1 DOHH UBE4B PPT1 ARL8B FADS2 TMEM258 CEP162 ITGA7 BLOC1S1 RCBTB1 ATP6V1G1 TRMO RNF185 GIT2 SBNO1 VPS33A COMMD4 CPNE2 GALNS TMC6 STRIP1 SUMF1 RETREG2 ARMT1 LACTB2 NRBF2 SREK1 ATP6V1C1 RMND1 SUPV3L1 NSMCE2 SLC35B2 SPPL3 ZC3H18 RCAN1 VMA21 CSTB VPS11 UBE2Q1 GBAP1 AMDHD2 COA7 BROX EOGT LMTK2 WASHC5 ARHGAP12 MARCHF8 GTF2A1 RPUSD4 TSC1 GFI1B TPP1 ATF7IP2 ISLR2 TRAPPC2L WDR81 FEN1 ZNF507 MFF GUSBP12 SPNS1 ASPSCR1 GABARAP GAA RHNO1 RAD9A WASHC2C METAP1D KAT5 SYT12 PDE12 RUFY1 LRRC37A3 DPP7 SEC24C SMCR8 MTHFR TOP3A GBA AGTRAP OPLAH FAHD1 MFSD5 PAPPA TCN2 LYG2 ATP6V0C LAMP1 AIDA VSIG10L RNF220 CENPP CLN3 ZNF292 LINC01164 MAFG IGF2R CH17-340M24.3 SHPK FAM118B NOL8 GET3 WWP2 GPATCH3 BHLHB9 SPINK9 LIN52 C5orf51 QTRT1 HEXA XKR9 TNK2-AS1 LINC01703 RPS29P16 FAM21EP MFF-DT LINC01732 FAM21FP AP5Z1 TMEM199 SBNO1-AS1 HEXA-AS1 LINC02252 MIR548AW MIR3928 MAFG-DT MIR4766 FDX2 AC008750.2 CARD8-AS1 AC010240.3 AP003392.5 ZSCAN31_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN31_TARGET_GENES ENPP4 KDM1A SLC25A13 REXO5 ZNF195 ZNF263 RALA VTA1 FUZ NME1-NME2 EHD3 PGM3 RWDD2A POLR3B ANGEL1 HEBP1 NCDN MNAT1 MIPEP POU2F2 ARNTL2 NUP160 PEX3 GABARAPL2 RAI14 CUL7 WDR37 FAM214A NOP16 HERPUD1 PHPT1 ZC3H11A DNAJC25 SNX24 GNAI3 PKN2 SPEN ZC3H15 PDE4A NFYC MPPED2 LRRC40 MTFR1 MYO9A IDI1 RRP15 COASY MAST4 LRP6 SLC44A1 FSTL3 ASNS DAZAP1 AFF4 FBXW11 LLGL2 KDM5A PTGS2 MRPS34 SLC24A1 ANO8 BCAP29 MKRN2 KLHL20 PPP1R12B USP33 TOLLIP CIC PAFAH1B3 CARMIL1 JMJD4 ME2 KAT6A SLC27A5 ZMPSTE24 DDHD2 TMED2 NOP14 KLHL42 DNM1L RFX2 EDEM2 NSFL1C ERP29 ZNF302 TNRC6A OSBPL8 DLD TMEM101 MFSD11 CBX5 TLL2 TMEM14A CDC7 ERMP1 TECR TIMM13 GGT1 GGA1 TRMU SRSF5 PSMA6 CSNK2A1 CDK5RAP1 USP14 PIN4 FGF9 MRPS31 UBE2I USP31 HMOX2 TRIP4 RAB11A BMF BRF2 MTMR9 R3HCC1 HNRNPL PPP6R1 PDCD5 TBCB POLR2I TMEM147 LSR TTC26 ANKRD7 PTCD1 NUDT1 ANKMY2 CREB3 PIP5K1B EXOSC3 EIF3A TRDMT1 NSMCE4A LZTS2 FBXW4 STN1 DRG2 SYNGR2 B9D1 C17orf75 MRPL27 HDAC5 TBC1D19 COMMD9 PRPF40B MLEC CSRNP2 MANSC1 DDX55 COPZ1 NUP107 NT5DC3 TDP2 SMIM8 HINT3 FBXO5 MAPK14 SOD2 MDN1 BACH2 CCNC MED23 ACOT13 GMNN SLC39A7 BRD8 KIF20A ARRDC3 SUB1 LNPEP PPP2CA DPYSL3 SMAD5 EIF2B4 SNX17 NDUFS7 SPTBN1 MRPL19 MOB4 SUMO1 WRAP73 ERRFI1 ASH1L SRSF11 ADPRS MAP7D1 GNPAT TSNAX C1orf109 MTR RBBP5 GPR89A NSL1 ARID1A TXNDC12 STK11 NRP2 SGK1 ARMC2 CCND2 SATB2 HEATR1 ZBTB45 ATAD2B GPAM C10orf88 WDR11 ARMH3 CCDC77 TAF12 SOCS2 UBIAD1 ZSCAN18 PEX16 MRPS2 COPA MRM2 CYREN CDKN2C ITPR2 GIPC1 KBTBD4 KCNJ2 EXOSC9 CKS2 CHST8 USP22 SIRT5 MRS2 GRK4 NT5C PPP1R12C SNRPB NRSN2 TUBGCP3 CAPNS1 PDCD2L PRRG2 BECN1 EMG1 DYNC2I1 SLC35E1 WDR24 METTL25 TNFRSF19 PDE11A ELL3 THAP10 CCNT1 HEATR5A ERMARD GNL3L PRKCSH FAM98C GTPBP3 USHBP1 ACTN4 ADRM1 YIPF2 SESN2 MED18 PPAN PPIL4 LATS1 ZNF428 COX4I1 EMC8 NR1H2 PSME3 RPL27 VPS25 UBE2D2 STARD3 RARA THAP1 C19orf12 FAAP24 DNAJB1 IMMT PRKAA1 EEFSEC H3-3B VPS13B PCBD2 IGHMBP2 AP3B1 USPL1 PEMT DSTYK CCDC59 ELP3 NAPG TMEM106C USP30 HILPDA ORC3 ZC3H10 NHSL1 STX6 MRPL44 EIF4E2 USP44 VPS36 ZDHHC4 BZW2 TACO1 WDR38 RABEPK TLN1 CNPY3 RNF144B ANKRD42 MAP2K5 SLTM KIF23 LRRC49 RMDN3 STRA6 SLC5A6 ATRAID TACC2 DNA2 INTS14 HERC3 CDKL2 GSTCD INTS12 HADH ETNK1 AMDHD1 SUOX NABP2 BRCA2 MYG1 ESYT1 DENR COMMD4 MAN2C1 BBS4 POLG SEC11A PMM2 RUSF1 CMTM3 MEAK7 RHOT2 MYOCD CLTC ARHGDIA ELAC1 PMAIP1 DPP9 TMEM50B ERVK3-1 TIMM29 RPL13A NOSIP RERE CFAP74 PEX14 KIAA0319L ITGB3BP MTF2 MPC2 DCAF6 NUF2 RGS5 TOR1AIP1 TARS2 MRPL9 OAZ3 GOLPH3L EIF2D SUSD4 SLC27A3 C1orf131 MAP3K21 SNAP47 RHOB SNRNP200 SPOPL UBR3 COPS7B FANCD2 VGLL4 EAF1 MYO10 RPL37 SKP2 IQGAP2 GIN1 PPIP5K2 SLC25A48 PNRC1 RARS2 WTAP TMEM209 UGCG SURF6 REXO4 ADD3 APIP CABLES2 VPS51 DOC2A MKX GXYLT1 NDUFC2 NUBPL CDC123 ADAM17 FBXO4 GFRA1 PFKM MBNL1 GPD1L SAR1B DNAI4 MARVELD2 CAST INO80C NMRAL1 RPIA IMPACT ENPP3 SORBS2 EME1 ZKSCAN2 RBM45 DPY19L4 SCAF4 SFR1 EEF1A1 ZNF689 PHKG2 GALK2 PDE6D EIF4A2 TATDN2 RBPMS HTR5A GATAD1 VPS26C H2BC5 MITD1 EIF5B TMED4 CCAR2 CFAP298 PAXBP1 RCAN1 ABR NDUFV3 PDXK FAM207A MCM3AP C9orf116 ZER1 S100A1 FAM189B CPSF4 NAPEPLD FBXO27 ZNF382 SRSF2 PLCD3 POLR3K SNRNP25 WDR90 CLPB UBXN1 CZIB NOL9 LZIC TM2D1 NCSTN VANGL2 IER5 CAPN2 PUS10 PEX13 MEMO1 PDLIM5 NPPC GABRB1 TMEM79 CFAP20DC ITGA2 LMBRD2 NIPBL ADGRV1 PGGT1B EGFLAM SLU7 PTTG1 CAMLG PHAX NUDT5 CCDC38 TAF1D LARP6 ALKBH3 COPS2 CUL5 CIAO2B ATF7IP2 GOLM2 PCLAF SCNN1G C18orf54 PHB SNRPD1 ACSF2 FBXO22 RBFOX3 PROCA1 TUBA1A ZNF146 DAPK3 CDK2AP2 PRDX2 MRPL58 SRP68 ABCA3 KCTD5 SRRM2 SETD5 COA6 STX18 ENHO FEM1B SLC50A1 MRPL1 PTPN9 METTL15 C15orf40 LUZP1 DUS1L ZNF747 TMEM42 CHD3 PFKFB3 HSPA4 KCNS3 FOXN2 TRMT61B FAM98B MCC BPTF RPS7 TVP23B GAP43 TEFM ISG20 MBOAT1 DPAGT1 COPRS RCAN2 MCRIP2 C2CD2L PRSS27 RAB40A BANP ZMAT3 CES3 CES2 RNASEH2C VANGL1 SFT2D3 SMARCC1 CHD2 NMNAT1 ZNF791 UBXN2A CCS PIGG STARD6 C12orf76 DENND4A CMKLR1 FGFBP3 NDUFA11 RSRC1 PTDSS2 KCTD13 ATR HIGD2B DCTN2 CLTB AURKAIP1 SPHK1 RTTN RNPEP EID2B CHD9 C18orf32 CSTF2T GBA HNRNPA0 GRB2 DMAP1 ZNF223 WSCD1 CLK3 PCBP1-AS1 PDXDC1 BBS10 PSTK MCFD2 ZNF792 MRPS23 GINS3 RTKN2 YBEY FAM104B CCDC87 ZNF721 CADM1 SLC25A10 LINC01547 SF3A3 GTF2H2C LIN9 DNAH2 HTR7P1 VPS33B ADAP2 DYNLT2 TMEM186 EFCAB10 MANEAL PURA MRPL30 MRPL40 ANKFY1 DNAH14 ZNF829 ZNF566 ZNF529 ZNF284 POLR3C CIDECP1 CCDC30 TMEM222 ARAP1 LYRM7 ZDHHC17 RPS19BP1 EXD3 SAMD11 MCRS1 ZNF490 ZNF793 ZNF383 CENPP CLN3 NOXA1 KLRG2 ADAT2 FAM47E ZNF527 ZAR1L S100A13 PNRC2 HMGB1 SUPT5H ZNF107 NIF3L1 ZNF565 INCA1 IPO4 HDAC2 SDHAF3 ZFP62 ERI2 PDXDC2P-NPIPB14P ZNF398 ZSCAN25 ZNF420 ZMYM1 MRPL21 IPP ZNF460 EME2 ZNF780A ZNF461 ZNF790 NOL8 CCDC151 HIBCH ZNF544 ZNF607 ZNF334 TMEM116 UCKL1 ZNF568 YTHDF2 ZNF511 CCDC69 CALM1 MTCO3P12 MTOR SMG5 TATDN3 SNHG5 ADD3-AS1 EFCAB7 TRAF3IP1 ASAH2B LRRC37A5P PTPN20 PRR3 GNL1 ZNF155 ZNF783 ZNF425 E2F4 HMGN1 PLPP6 SRRM2-AS1 C21orf62-AS1 METTL6 SNORA1 SNORA8 NDUFS3 CSNK1E NUDT19 VPS33B-DT STARD10 CAPN14 PHB2 AC141586.1 DHRS4-AS1 HOMEZ TMEM242 CROCCP2 PAM16 NBPF1 TIGD1 EXOSC6 VPS52 LINC02593 LINC00240 JPX TRAM2-AS1 WDR11-AS1 HDAC2-AS2 LINC01715 ACBD6 LINC01098 RPS18 COA6-AS1 ZBED9 LINC00665 NKAPP1 ZNF529-AS1 FAM133B ZSCAN31 SMIM27 AC002310.1 TMEM147-AS1 NDP-AS1 MCFD2P1 C10orf143 LINC02773 ABCA17P NME1 PPIL3 ARHGEF25 AC093627.4 RN7SL521P HOXA11-AS GUSBP2 AMACR BMS1P4-AGAP5 BMS1P4 ARPIN PPAN-P2RY11 KCTD7 ZNF487 TTC4 DNAJC25-GNG10 PGAM5 AC090061.1 STX18-AS1 ZNF564 ARPIN-AP3S2 MRPS31P4 AL139353.2 GLUD1P3 C8orf37-AS1 VPS13B-DT ZNF260 TOLLIP-AS1 PDXDC2P PGAM1P5 LINC02292 NDUFC2-KCTD14 AC027237.3 AL606760.3 AL050341.2 MIR762HG LINC02846 CCPG1 TMEM202-AS1 AC124068.2 LINC01686 C15orf65 LOXL1-AS1 LINC00662 MIR3621 RNF115 CFAP298-TCP10L MIR4519 NCOA4 MIR3661 ZNF793-AS1 AARSD1 AC092295.2 AC008736.1 AC006504.5 TSNAX-DISC1 AC016355.1 AL390955.2 AC010240.3 NBPF25P TTC23L-AS1 FAM47E-STBD1 LINC01023 H3-3A-DT PACERR AC009275.1 MIR6853 RN7SL2 RNVU1-27 MIR6781 NDUFAB1 ITGA3 SPATA20 RHBDF1 TRAPPC3 TRAM2 MAST2 LTBP4 HIRA LGALS1 PPP6R2 KHNYN CDIPT CSK MED25 RAB23 TANC1 TXNDC9 AKT3 MTERF2 GPR108 GLIS2 RBM48 KIF1C AGAP3 RNF122 BTF3L4 LBX1 ETV6 CBLN3 HUNK TTBK1 MFSD6 BAG3 ELOC LRFN2 G6PD KLHDC9 H3-3A STXBP5 ZNF180 TUBA1C RFNG TRIM8 TAS1R1 EIF1 IMP3 DALRD3 FZD2 PAK2 ARHGAP45 TNFAIP8L1 TLCD2 SDHAP3 MST1P2 MTF1 H2BU1 CYSRT1 HMGA2-AS1 RPS4X HOXC4 RNU6-194P SNORD6 IBA57-DT TTC23L HCP5 CDIPTOSP MIR1302-3 LINC00205 AL669831.3 PRRT3-AS1 ANKRD18B ENO1-AS1 LINC02613 MYO3B-AS1 RPSAP69 UBE2V1P4 LINC02086 C8orf88 ZBED6 AL121603.2 NDUFAF4P1 OVCA2 MIR4692 AC104109.2 AL353135.1 LINC01990 FUT8-AS1 ZNF511-PRAP1 ZNF597_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF597_TARGET_GENES CYP51A1 RAD52 SNX11 CFLAR DVL2 MYCBP2 ITGAL BAIAP2L1 CDKL3 CYB561 IL32 BAZ1B POLA2 CCDC88C ATP2C1 TTC27 ALAS1 BIRC3 AKAP11 PRKCH RABEP1 ARHGAP31 ATP6V0A1 MAP2K3 TMSB10 CUL3 BOD1L1 TNC TG RSF1 TNFRSF9 CYBA GINM1 RC3H2 UNKL PIGV HDAC7 GPBP1 POLD1 CASP8 PMS1 NTN1 PDE4A STAG3 SP100 PKM SIRT2 CLEC2D LRP6 SMG6 ASNS TESK2 CFAP20 ZFYVE26 STK10 FBXW11 NDE1 KDM5A CLASP1 ENO1 TRAF4 NFKB2 THOC1 SP140 TCF7 MEF2C FAM135A SMAP2 FAT2 HUWE1 KDM2B ZBTB25 RCOR1 RGS1 TFAP4 CERS4 RFFL NUP188 CREM HSP90AB1 SIRT1 NDUFB7 TECR LGALS1 POLDIP3 HMGXB4 EP300 ZC3H7B POLR3H DESI1 DDHD1 CEP128 SRSF5 VRK1 NFKBIA ADNP POLI TBL1X ARL2BP CCL22 FBXO31 CLUAP1 CPPED1 SYT17 LACTB GABPB1 NBN MTMR9 NFKBIB RELB CD37 FCER2 IL4I1 EBI3 BBC3 CCDC114 CARD8 SMG9 COA1 TMEM248 TBL2 FSD1L RAPGEF1 ZMIZ1 PFN1 RNF167 SLC25A11 RAI1 SYNGR2 UTP6 NFKB1 KLHL5 SC5D KMT5B CD69 OAS3 ADGRD1 NUP107 C12orf57 PTPN6 MAK MAPK14 SOD2 TFEB DUSP22 LY86 APBB3 ARSB LMNB1 LNPEP NR3C1 BNIP1 ITGA4 IFIH1 GCA NDUFS7 LOXL3 CCDC88A STAT1 HSPE1 KDM3A PASK DARS1 SRSF7 PLEK NFE2L2 NCF2 CD58 SSX2IP ECE1 CR2 TNFSF4 RPS6KA1 MREG CREB1 B4GALT6 IRAG2 TNFAIP3 FBXL5 UBE2B RAB14 NEK6 MAPKAP1 ABCD4 IDE WDR11 TASL CCDC77 TENT4B LY9 CYREN PLAU NDUFAF4 BATF3 RAP2C NCOA3 RPS10 ATXN1 WNT1 SH3TC1 CD70 TNFSF14 RBCK1 FAM110A KDM5C IGFLR1 CCR7 PRR12 ZBTB1 TICAM1 HIP1 ATF4 ORMDL1 PSMA1 PARP2 SEC14L1 TTI2 FCHO1 LSM4 HELZ2 LSP1 PPAN RBM39 NFATC1 MGAT1 DIAPH1 KREMEN2 NINJ1 RARA MCCC2 CLUH UTP3 USPL1 PIK3C2B PDZD2 ZNF767P LRRCC1 VRTN BHLHE40 RBM17 UBAC2 TMEM243 CD36 HILPDA HNRNPA1 REPS1 STX11 MDM2 ZNF670-ZNF695 GPR55 TTLL4 WNT10A CAB39 TSGA10 MYO1G LIMD2 TANK SKIL SMPD4 GYPC LRRC8A TMOD1 ANP32B CD72 RPS6 KIF13A SLC22A23 RAB30 LRRC32 SORL1 HECW2 PPCDC SEMA7A CCNG2 GSTCD INTS12 ITGB7 VPS37B RAB20 HMG20A MAP1LC3B RPS2 KSR1 CLTC SS18 WRAP53 TP53 ANAPC11 FKBP10 SH3GL1 CCDC97 SLC2A5 RPL11 MTF2 STRIP1 TOR1AIP1 MCL1 ANP32E GABPB2 GATAD2B ILF2 PARP1 LIPT1 AFF3 HSPD1 METTL21A SHQ1 LRIG1 NFKBIZ SSBP2 TNFAIP8 TNIP1 PHIP WTAP OGT ZNF185 STAR RGS20 TACC1 ZCCHC7 NOTCH1 ZEB1 HERC4 FRA10AC1 ATM SPATA4 RILPL2 UBC TMEM18 ZNF827 CENPU SLC25A4 PARP8 AP1S3 GEMIN6 HOMER1 ZNF773 PELO BANK1 ACOXL INO80C TRIP12 FBXO36 MSI2 ABCA6 ZKSCAN2 TMEM237 MS4A1 FBRS CACNA1D BRAF PAFAH2 NRG2 ZSCAN12 CFAP298 PAXBP1 RUNX1 CTBP1 CCDC107 ZNF221 CALM3 AGPAT3 RALGDS ADAMTS13 NEK8 TLCD1 ADAR LMNA IKZF3 DBF4B CYB561A3 TAF6L ZSWIM5 LZIC IL23R DNAJB4 FAM102B REL IVL TMEM79 AIM2 CCNL1 MTMR14 LZTFL1 CCR1 ZC3H12A PRKCD PIGX HSPA4L ANKRD33B SYTL3 GEM SNAPC3 CXorf58 KBTBD6 TSC1 SLC39A13 ARL5B SPRED1 SMPD1 PPFIBP2 C16orf46 MCM7 ZNF3 RRAD TVP23A B2M AP1G1 MARF1 NAV2 CRK CDK12 ZNF668 NIBAN3 GATAD2A DHRS13 NFKBID CTNNB1 MAP4K2 CCDC88B RHOH ATXN2L HEXIM2 FNTA IL7R TNIP2 XPO6 MRPL1 PTK2 PLEKHA2 METTL15 APLF GABARAP UBB AKAP13 USP32 KYAT1 ZNF692 LRG1 ZNF581 ASXL1 ATF7IP BCL2 MOB3A ISG20 IL16 GNB2 RND1 FUT10 RELA KDM2A EHBP1L1 ZNF417 TNFRSF10C CEP83 NMNAT1 PHC3 TLR1 DOLK FOSL1 LINC00476 BAIAP2 SLC35A4 ZNF491 LCN15 APOLD1 TRNAU1AP LINC01869 MCFD2 ARHGAP45 H2AC6 H2BC4 OXTR H2AW IST1 ERCC6L2 GPR132 ALYREF TOB2 H2AC20 H1-5 MAML2 SEPTIN9 H2BC21 APOO H2BC13 UBALD2 ZFP36L1 BRWD1 ADARB2 IKZF1 TRIM69 ZNF529 ZPBP2 ZNRF1 PPP1CC HYAL3 NANOS3 ERC2 SECISBP2 LCN10 ZC3H6 LINC00265 LAMTOR4 CYP51A1-AS1 ASTL NELFB PNRC2 HMGB1 LCOR CD55 C20orf204 H2AC13 CTBP1-DT H2AC7 H2BU1 ANXA6 H4C3 H3C12 IL27 H3C4 SIPA1L1 KLKP1 CDC42SE1 RPS26 SLC9A8 H4-16 MYO1C H2BC12 ZNF335 TMEM229B QRICH1 CALM1 RPL10A FOXJ3 SMG5 RNU5B-4P RNU6-743P RNVU1-3 RNU4-38P RNU4-75P RNVU1-6 VTRNA1-3 TATDN3 H2BC18 BRD2 HLA-DMA PBX2 TRIM31 FBXO48 TRIM13 CRLF2 CYS1 C21orf62-AS1 RNPS1 MIR27A MIR23A SELENOH CRIP1 ITGA1 AMZ2P1 LINC01588 AL008729.1 AL390719.1 H2AC10P HMSD BTBD19 RNU2-63P TH2LCRR HCG14 ATXN1L LINC00431 CFLAR-AS1 LINC02611 LINC00511 WDR11-AS1 KLLN AKR1B15 LINC01185 C2orf92 PATL2 ATXN1-AS1 LINC01435 LINC02028 PPP5D1 LINC02090 LINC01353 RSL24D1P11 TAPBP LINC00384 RAP2C-AS1 LINC02642 LINC01719 LINC02579 H2BC15 LINC01675 LINC01135 LINC01366 LINC00494 LINC01814 TMEM147-AS1 UST-AS2 ZNF295-AS1 TTN-AS1 UNQ6494 ZNF737 FAM200B AL391832.2 CASTOR3 LINC00886 NSUN6 LINC00881 ARHGAP31-AS1 LINC00877 RPL17P2 STAG3L5P PPAN-P2RY11 NAA80 RPL30P11 GABPB1-AS1 NEAT1 LINC01184 DIAPH1-AS1 AC090061.1 LINC00926 LINC02100 LINC01033 NOP14-AS1 LMNB1-DT LINC02384 AC107884.1 MALAT1 MIR3142HG AC090197.1 IGHV3-63 LINC02739 SNHG9 AC011092.2 AC100858.2 UVRAG-DT BRWD1-AS2 LINC01152 LINC00944 TMPO-AS1 LINC02392 LINC02320 LINC01629 AL356020.1 LINC02328 AL121603.2 USP3-AS1 LDC1P AC009065.4 AC009107.2 LINC01572 AC005696.1 CORO7 AP000845.1 SNORD3A MIR5194 MIR4674 MIR4710 CFAP298-TCP10L MIR5091 MIR4273 MIR4437 LINC01775 MIR497HG AC005264.1 LINC02132 ZSCAN16-AS1 IMMP1LP1 HSPE1-MOB4 RPS10-NUDT3 CCL5 CASC15 NUP153-AS1 STAG3L5P-PVRIG2P-PILRB H4C12 SNORA78 H4C6 H2BC17 RNU11 H2AC12 H4C13 H2AC15 RNVU1-26 H3C11 H2BC9 H3C1 UHRF1 H2AC16 H4C5 H2AC8 H4C4 H2BC7 ZNF670 SCARNA2 AL354696.2 H2AC4 H2BC10 H4C1 H2AC17 CEP83-DT LINC01348 RHOXF1P3 REV3L FYN IKZF2 SLC12A2 SBNO2 OTUD5 PDE8A GSDMB FSCN1 EPB41L2 GSK3B TTC39A ACHE JPH4 POLR2E APOBEC3H MMP9 TPD52L2 CTSZ TAZ TSC22D1 GYS1 PLD3 SNX8 RASSF4 PALD1 ARHGAP21 RGS9 ENO3 COL1A1 PRPF40B RIPOR2 CD83 CLCN2 GPD2 THADA CD48 CNR1 SLC66A2 PHF24 DDX31 IRF5 PSMC3IP DOCK2 PHF21A BLK GARNL3 FOXP4 CYP1B1 SHF SBNO1 TLNRD1 USP53 ARHGAP26 DOK2 ZC3H12C ITGB1 CD226 UPF2 TIAL1 FAM167A NEIL2 B3GNT7 DUSP2 DEDD G6PD SQSTM1 BCL6B TYW3 SGPP2 SLC25A46 USP49 SUN1 GFI1B ZFYVE19 TEPSIN ZNF646 RAB4B THAP9 SEPTIN2 ZBTB5 ASMTL NRG4 CHD3 RAB4B-EGLN2 PTEN MYEOV SFT2D3 PEAK1 GPR160 RMI2 CCDC57 HORMAD2 DSCAML1 JUN FMNL1 ATP6V0A2 BCL9L CFAP73 HEXIM1 NAP1L1 TET3 ARID2 ARHGEF12 NOL4L PLCG2 NTRK1 DENND4B DCLRE1A MIRLET7I RNU4-1 RNA5SP493 RNVU1-34 RNU5E-6P RNU4-2 ADAMTSL4-AS1 ACOXL-AS1 ADGRG1 RNVU1-30 RNVU1-15 RNVU1-14 TRAJ47 TRAJ7 RNU1-119P H2BC16P AP4M1 MUC12-AS1 IL6R-AS1 TNF MIR155HG MSC-AS1 RPS15AP29 NALT1 RNU7-1 SNORD13 RN7SL692P RPL12P28 LINC00973 RN7SL38P HLA-DMB RN7SL181P LINC02174 LINC00964 SNORA70 LINC02157 RPL10P14 AC109347.1 SSTR5-AS1 SMIM36 MIR548AW RHEX RN7SL121P RNU4ATAC MIR4425 MIR4493 MIR3143 MIR5700 MIR23AHG RPL7P50 RMRP RNVU1-31 ARHGEF2-AS2 H2BC8 RNVU1-27 RNVU1-19 CCL15 RPPH1 RNVU1-4 H3C7 MIR6077 MIR1245B ZNF512_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF512_TARGET_GENES STPG1 SEMA3F TMEM176A TFPI BAIAP2L1 IDS ZNF200 DPF1 PHLDB1 ZFP64 MYOM2 TRIO TG H6PD ELN ALX4 CROCC PARP12 WNK1 LZTS1 U2AF2 INTS13 FAM107B STAG3 PFN2 LIMS2 STK10 SCARB1 NCBP3 RBMS2 ARHGEF1 POLD3 MCCC1 ZCWPW1 XRCC5 DNM2 RIF1 SMARCD3 FYB1 MECOM MTIF2 ADD1 KDM2B SIRT4 ANKRD24 SEL1L3 TYRO3 TBX15 CREM EFHC1 ZNF184 SIRT1 CATSPERG CRKL SEZ6L POLR3H DICER1 PAPLN ZMYND8 NELFCD KLF5 SLC7A6 COTL1 AQP8 FAH TRPS1 DKKL1 PLEKHA4 GRIK5 AVL9 MET SSBP1 TMEM176B TLE4 PITX3 CUEDC2 CUL2 ZMIZ1 HOXB6 GOSR1 P2RX3 SOX6 P3H3 CAMKK2 CREBL2 STX2 TIMELESS PHC1 HDDC2 NCOA7 RNF8 MDGA1 E2F3 WASF1 ACOT13 SUB1 CSNK1A1 STC2 BCL6 SLC35F5 CHST10 ID2 SLC1A4 PAPPA2 KMO RPF1 IRF6 KLF7 TNFAIP3 SGK1 DCLRE1B CCNI LDAH TGFB3 ZC2HC1C ATL2 TCTN3 HOXB3 TEX11 EPC1 TNFRSF10B PILRB TNFSF10 ACVR2A XPNPEP2 LAX1 ZMIZ2 ARL4A SMU1 SPINK4 CYREN CDKN2C ITPR2 OPTN HOXC13 BATF3 STAU1 RBPJL KCNK15 SNRNP27 LYPD3 BTN2A2 SLC17A1 KLHL31 PRRG2 HNRNPH2 ZNF484 ASPHD2 HOXD3 GAD1 KLK10 AJUBA TEP1 ARHGEF6 FGF13 TTI2 GATA5 EIF2S3 TMEM160 ZC3H4 HIP1R PRR7 RTN3 AMPD3 AP4B1 CMPK2 FST TIMM17A SOX5 PHC2 TBX3 RNFT2 PCNX2 KCTD3 TJAP1 SLCO2B1 NEK1 CLSTN3 AMIGO2 GALNT6 DENR ZNF710 MINK1 ARL5C CACNA1A VAV1 SOD1 PTH2 NOSIP MYOM3 PRCC ISG20L2 RAB13 SNAPIN PKLR SCCPDH ECE2 IQGAP2 ZNF300 SCUBE3 NFKBIE RSPO3 NIPSNAP2 MEPCE ZMYM3 NONO POLE3 GLYAT MTA2 CCDC83 CDC123 OBI1 FBXL2 GPR78 LRGUK SLA TDRD9 SMG1 CCNB2 ETS2 TSPAN18 CELF3 LRRC36 DIP2A BRSK1 PLXDC1 ZNF385A ZYG11B PARS2 CAMK2N1 NEXN ARPC5 BPNT1 MAPKAPK2 EN1 PACRGL ARHGAP25 C4orf3 PRMT9 FOXK1 ZCCHC24 NUDT5 GFI1B CLMN TAF1D BRD7 BLCAP ANPEP NAV2 ZNF180 DHRS13 ZNF528 TRAPPC9 SPINT2 ANGPTL4 GSDMA UBTD2 SCNN1B HJV ZNF30 KCTD19 SHOX2 LRRC28 SLC25A6 SDC2 UGP2 ITGAM ZFPM2 ZNF764 NIPA1 MSANTD4 OR7G3 FAM241B MRPL36 ZNF581 ENC1 NMRAL2P NINJ2 TRAPPC12 CES3 NAA20 SAA1 XXYLT1 LONRF3 NR2F1 LMNB2 LRRC37A3 DLGAP1-AS1 MAGEF1 NAALADL2 BET1L RIC8A ZNF114 GALNT11 CA8 CD28 C10orf53 RCC2 EGR3 GPC5 MKRN3 PCED1B MUC16 ZBTB20 IST1 SLC25A10 POU6F1 TRIM69 LAMP1 PTCH1 C7orf61 HTR3D CCDC73 EPOR AC091057.1 MESP2 SELL LCTL FBLL1 ZNF493 NIF3L1 PRTN3 MME ZNF512B GMFB PGAP1 CYP2B6 AKR1B10 TLK1 APCDD1L ZNF521 ZNF358 PRMT6 RNU6-845P RNU4-13P RNU6-707P LINC00970 ABHD16A NFKBIL1 MICA HCG9 GABBR1 CCDC144NL PDE7A RNU6-409P RNVU1-32 MIR153-1 MIR320B1 RNU6-903P KRTAP16-1 ZNF580 NDUFA3P3 PDCL3P5 SIPA1 ATP6V1G2 ALG3 UPF3AP2 RAD51AP2 SCRT2 MTMR9LP KRTAP1-3 RNU6-955P RNU2-61P HBD LINC00114 RPSAP18 ZMIZ1-AS1 JPX OR6V1 AC007463.1 LINC02798 TP73-AS1 GLRXP1 UMLILO WEE2-AS1 RPL41 PGA3 HM13-AS1 COA6-AS1 RPS17P7 PUDPP2 LINC00700 ID2-AS1 NOP56P1 AL359313.1 NR2F1-AS1 SMG1P1 AL138828.1 HMGB3P5 RNU7-196P SNORD13 RPL30P5 PPIL3 KLF7P1 LINC00893 SERBP1P3 CRYZL2P LARP1BP2 LINC02453 AC107959.2 PCED1B-AS1 ATP5MGP3 CHCHD10 LINC02701 MIR583HG LINC01596 IMPA1P1 RNU6-1136P RNA5SP243 MARK2P11 ALG1L13P CRYZL2P-SEC16B OR2AT1P NAV2-AS3 AL157756.1 AP001372.2 ATP6V1G2-DDX39B NOX5 NIFKP3 PGA5 KDM2B-DT AC004846.1 ELOCP2 AQP4-AS1 TUBB8 GFY MAPK8IP1P2 SCAT1 CT45A1 SMIM15P2 AC009549.1 MROH7-TTC4 AC100812.1 STAG3L5P-PVRIG2P-PILRB LINC01297 PPP4R3B NAPGP2 DACH1 MIR7845 AC007906.2 LINC00836 ZNF488_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF488_TARGET_GENES PRDM6 HOXA9 SLC15A1 CASC3 HOXB3 NEUROG3 G0S2 ALDH1A2 RFTN1 CCT6B KIAA0319 FCHSD2 ATXN7L1 PAXBP1 STAT6 TSC22D4 KRT13 ZNF217 INSM1 GBA NEUROG2 CDC42EP4 TSHZ2 CCBE1 BRWD1 LAMP1 UBE2Q2P1 C21orf62-AS1 RNU6-1039P MIR615 TNK2-AS1 AC009518.1 LINC00431 LINC02794 HSD11B1-AS1 ZNF674-AS1 LINC01780 LINC02609 MTFR2P2 ELFN1-AS1 ALKBH3-AS1 ZNF674 BRWD1-AS2 LINC00933 ZNF560_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF560_TARGET_GENES SPEG LAMP3 GOLGA3 PGRMC1 KAT8 AAGAB IQCH RNF130 TTC1 TRIM67 LTBP2 MKLN1 COPB1 EXOSC2 MTO1 HMGA1 TIGD7 OSBPL1A ALDOA MED21 PITPNC1 CCDC144B SH2B2 CAPN2 NOL6 NAA16 SIX5 FES ADA TRIM15 MEMO1P4 SSBL3P1 PHPT1 WNT8A NLE1 CROCCP3 OLFM2 PDE4C NCKAP1L ANGPTL6 HAPLN2 GPR6 SYCE2 CACNG2 RND1 LHFPL3 LINC-PINT RRN3P1 SNHG30 CWC25 ZNF830_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF830_TARGET_GENES SCYL3 C1orf112 KDM1A RPS20 BAZ1B RNF216 WIZ RABGAP1 ERCC1 MBTPS2 UBR7 RUFY3 VIM TBPL1 MRPS10 COL9A2 POLQ PHPT1 ZNF280C SPHK2 RPL18 SMARCD1 POLR1H DHX8 SLC44A1 PDE8A NCBP3 BCS1L RBM7 ARHGEF1 THOC1 CYLD ZNF264 BAX SLC4A11 LZTS3 LTBP4 MRPS33 NDUFB2 DNAJB11 G2E3 TOX4 NDUFB7 SNAP29 GGA1 BIK ATP6V1D EIF5 TM9SF1 JAG1 ZNF629 POLR2C STUB1 UBE2I CDIPT AP3B2 PPP1R13L VRK3 RNF32 ZKSCAN1 GLCCI1 EIF3A SHOC2 TBC1D12 LRRC59 GAPDH FIG4 TFEB COX7A2 RAD1 BRIX1 TBCCD1 NEK4 PSMD14 WDR75 ZNF142 CACYBP STXBP3 POLR1G SPCS2 YLPM1 PGF ABCD4 PPP4R4 RBM25 SEPTIN7 IFT81 PFDN5 ATG101 ACVR1C PAIP2B RREB1 WNT1 SYMPK AHDC1 RAB2B LRRC47 AAR2 NR1H2 RARA RTBDN RRP8 NIP7 PCED1A TOE1 MUTYH RFC3 TBC1D8B VRTN EIF2S1 LDHA TIMM10 PRADC1 CCT7 CKAP2 HUS1 TTC5 PSMB7 ZSCAN9 MDC1 RNF121 SLC35A5 COX17 COPS4 CCDC65 ESR2 USP3 DET1 UQCRC2 MVB12A SH3GL1 ZNF473 ARHGEF19 HES6 ATG3 TRIM7 TRIM41 RPL7L1 HDAC8 RPL10 TACC1 SSRP1 FAM177A1 ARL14EP C18orf25 BCL2L11 CFDP1 AK9 CNOT8 TENT5B ZSCAN12 PAXBP1 UBE2Z RGS12 SHKBP1 COX6B2 MFSD12 PRPSAP1 RAVER1 CCNF LBHD1 TFB2M CNST HEYL SLBP PGRMC2 SLC35A1 RPS14 PDP1 PRPF18 FUNDC2 ABTB2 ILK XRRA1 ZNF3 COG1 PRRT2 TPM4 DNAAF3 PSCA UBXN6 ZNF598 ZCCHC4 DNAJC7 E2F6 CD2BP2 ASPSCR1 ZNF768 ZNF35 CNTROB FOXA3 ZNF16 PPM1D METTL18 RPS7 RAB33B MTBP MRPL13 COPS9 CCDC63 GPR160 BANF1 EIF1AD CASKIN2 SH2B1 ZADH2 C11orf71 ZNF572 SLC2A4 SNRPE TSEN54 NDN NPW PPP1R2 WDR27 SDR42E1 C6orf120 SIGIRR POLR3C ZNF197 ZNF396 C17orf58 ZSCAN30 RTN4RL2 KANK3 ZKSCAN4 PLEKHG4 ZKSCAN5 SNHG17 ZSCAN25 ZSCAN26 MAFG PCBP2 PLCG2 HIBCH ZKSCAN8 SH3BGRL2 MDM4 CIPC SNORD104 EEF1AKMT2 SKIV2L NELFE ZNRD1ASP UQCC3 C21orf62-AS1 COG8 FIS1 BBIP1 CDIPTOSP VPS16 FAM200A EEF1DP6 DBIL5P GLCCI1-DT ZNF197-AS1 JRK FAM83C-AS1 ANO7L1 SNORD54 RPL32P27 NDUFB2-AS1 PI4KA EIF6 DECR2 C8orf88 CERNA3 AP002495.1 ZNF271P AC004846.1 LINC02867 MRPL12 SRSF8 AP000845.1 MIR378D2HG MIR4638 RNF115 MAFG-DT SNHG25 SLBP-DT LINC01023 LOC101927815 SNORA50C ZNF558_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF558_TARGET_GENES RAD52 LASP1 CCDC124 MBTPS2 WWTR1 FHL1 ATP6V0A1 ADSS2 LSG1 TRIT1 FAM168A NDC1 QSER1 SUGP2 NUCKS1 MAPK6 DAPP1 SLC44A1 TFRC RHOBTB1 ZZEF1 KLHL20 CBFA2T2 CROCCP3 WDR70 SEMA5B TRIP6 GLG1 PMM1 CEP128 TBL1X PLA2G15 KAT8 MTFMT BMF PPP6R1 SSBP1 GLI3 GALNTL5 CASC3 SMARCD2 DDX5 PHF12 FBXW7 CHD4 SOD2 MED23 MAN2A1 TTC1 KDM3A CACYBP DNAJC6 SMG7 TMEM9 RBBP5 CCN2 CCNI DYNC2I2 WDR11 MRPS14 PEX16 SLC25A16 SYMPK ZNF133 MCF2L INTS11 TNFRSF19 POR TTI2 EXOSC2 SESN2 ZNF227 NR1H2 RPL27 COQ3 PDZD2 KRBA1 AMPD3 MTO1 CDK4 MDM2 KCNK1 TOR1A SLCO5A1 SLC37A4 TRIM54 ASCC1 MYPN ARHGAP24 GSTCD INTS12 GABARAPL1 GIT2 CCDC65 ABHD13 IGF1R CLTC GNAL DPP9 MTF2 NUF2 RGS5 TARS2 GABPB2 CDC42BPA RPL37 FEM1C DDX46 WTAP ARMT1 VPS51 ALDOA SRFBP1 RABGAP1L MED21 ENPP3 ENAH CCDC144B SLC7A7 ZKSCAN2 RMND1 XKR8 PAXBP1 RCAN1 CELF3 ABR ZBTB8A ADAR LHX8 ATF3 TMEM79 PRKCI SNIP1 NSA2 GFM2 BMPER NOL6 TSC1 SCN3B ZNF3 BLCAP VPS39 MARS1 CYB5D2 KRT80 LUZP1 SMAD1 JMJD1C SLFN12 ZNF131 LIG4 WDR25 GBA DMAP1 AURKB ZNF609 MB21D2 PSMG4 TMEM259 FES CCBE1 CCDC159 SF3A3 PCBP3 ROBO2 INTS5 BRWD1 POLR3C UTS2B SPATS2L PPP1R26 SNHG17 ADA ZNF585A H4C3 CDC42SE1 RPS26 ZNF461 BRINP2 SMG5 RNU6-7 FANK1 TRIM15 C21orf62-AS1 SNORA70 RNU6-2 SACM1L TRAJ7 CCL27 LINC02026 OR1X5P ZSWIM8 NPM1P12 TNK2-AS1 LINC00431 WDR11-AS1 LINC01132 WEE2-AS1 LINC00452 ADIPOR1P1 PRPS1P2 NIP7P1 SMG7-AS1 FANK1-AS1 ENOX1-AS1 AC013270.1 RNU7-90P RPL32P27 LINC00886 FABP5P3 HNRNPA1P17 ALKBH3-AS1 AC079089.1 CPEB2-DT HAUS5 KRT18P45 MRPS31P4 CCT5P1 RNF14P2 ZNF345 ZNF260 BRWD1-AS2 PRECSIT CEP95 OR1F1 MIR4799 MIR1273C RNF115 SEC22B AC024267.4 SNHG30 ZNF833P AC002115.1 MIOS-DT PPP5C HEBP2 GDI2 WNT8A MECOM SRPK1 PCSK5 TTLL1 NFATC4 SMCHD1 STX4 DNAJB6 NFKB1 SH2B3 LOXL3 CD160 NCKAP1L SDC4 RHOT1 HIVEP3 ALDH1A2 ANGPTL6 CCT6B HAPLN2 FBXO44 COPS3 HMCN1 NXPE3 PHIP EPS8 FCHO2 SYCE2 KLHDC9 CCNL1 ZCCHC24 FRMD7 GFI1B STAT6 ACSF2 ISLR2 KMT2D TMEM68 FOXA3 RND1 NPAS4 RHOG PRKG1 ESPN SIAH1 MB RNVU1-34 RNU6-606P MIR194-1 RNA5SP146 LBX1-AS1 ZBED9 RPL23AP31 ZNF519P1 RPL22P21 GAPDHP22 GAPDHP14 LINC00649 SNORD13 RRN3P1 CLDN23 MIR548AW SUZ12P1 MIR3162 MIR4645 AC022098.1 LINC01775 HNRNPMP2 MAN2A1-DT CWC25 RNVU1-27 RNU11 LINC02340 LINC02815 ZNF582_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF582_TARGET_GENES ZFX TDP1 PHPT1 MARK3 TIGAR MAST2 PLEKHG2 MFNG GSS PRELID3B ARHGEF10 WDR83OS CUEDC2 B9D1 RANGRF TENT4A PCSK4 RNF19B WDR83 PREX1 GLIS2 CCNT1 ASH2L TTLL9 GDF11 STX17 ESR2 GPR161 DYRK3 MMS22L FARP1 CHD1 SDHAF4 TMSB15B CHCHD6 COX6B2 RUSC1 SYCE2 PUS10 PEX13 SLC35A1 MAPK7 TMEM192 RCAN2 CHD2 COX14 USP18 PTMA RBM34 DDI2 ZNF675 COPS8 MTCO3P12 CLIC1 LINC00240 RUSC1-AS1 LINC00115 LINC01128 ATXN1-AS1 AL669831.3 ARHGEF19-AS1 ZFX-AS1 DYRK3-AS1 EEF1GP4 LINC02062 MTND5P11 LINC01596 CLDN23 STX17-AS1 MIR762HG MIR3621 MIR4519 MIR5695 SCAT1 AL589740.1 ZFP3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZFP3_TARGET_GENES MEOX1 TBXA2R TTC19 DPF1 SERPINB1 NRXN3 POU2F2 PNKP MRPS10 KIF1B GDI2 PSD PRDM6 CNN2 ABCA7 GOLGA5 CNGB1 TCF3 NLE1 KCNQ2 RBMS2 IL4R KEAP1 CLDND1 CROCCP3 CAD TTC39A SH3BP2 ANKRD24 RCOR1 NAT14 SNAP23 ARCN1 TLL2 SRPK1 MAST3 OCEL1 CIRBP CYTH4 CYB5R3 MIEF1 TXN2 KIAA0930 SDR39U1 ZC3H14 PAPLN TPD52L2 SNTA1 CELF4 MRPS31 LONP2 CCL22 VAC14 CRISPLD2 MTFMT CGB3 PPP1R13L TBC1D17 TLE6 TLE5 TIMM44 FSD1 PTPRS PIK3R2 PDE4C ISYNA1 RNF32 CYP3A5 TAF6 BCL7B LZTS2 FBXL15 CCNY DDX5 GAB1 ZBTB16 EHD1 SLC22A18 SLC6A12 GPN3 CAND1 TTC1 NUP155 CLDN16 BBX IQCG OTX1 GRIN3B MARK1 RPL22 ASH1L RHOU GADD45A ECE1 POLR1G COLEC11 C19orf25 CNNM1 C10orf95 TENT4B CEP89 DESI2 TMEM54 NCKAP1L FAM199X ZNF576 GTF2F1 C3 EML2 RBCK1 UBA2 AIF1L SLC35E1 CCNT1 TTI2 MAU2 GTPBP3 FUT5 FCHO1 MAP1S GDF15 POLN LLGL1 FAAP24 CNGA4 SERPINF1 TMCC2 STOML3 MACROD1 PDZD2 AGAP3 SORT1 TMED7 CEMIP2 TBX3 TES MTO1 GLS2 NHSL1 KCNK1 CHST12 BZW2 ARPC5L TFAP2A PREB STAMBPL1 G3BP2 MAPK8IP3 PARVG TARBP2 RB1 ABHD13 WARS1 ASXL3 ESCO1 DUS3L CCDC97 AKT1 FBN3 ARNT ANKMY1 TMEM44 PIK3R1 RMND5B CREB5 SLC25A37 WDR31 TCF7L2 DOC2A CACNA2D4 NGLY1 OXSM SRFBP1 MED21 CMIP C16orf74 ATP5MC3 MRPL39 HEATR3 ZKSCAN2 KDM8 FUT6 TYSND1 UTP14A LRP8 SUSD3 WDR19 SLAMF8 ALG8 PAXBP1 ISL2 ZNF362 NDUFV3 RDH13 ZDHHC12 ADAR DHRS3 LAPTM5 KLHDC9 TGFBR2 IL17RC RFC4 BSN RICTOR ANKRA2 MYOZ3 SLC4A2 NOL6 BRWD3 FRS2 ARIH1 STAT6 SMAD3 CNPY4 SAMD14 PRRT2 IRGQ TPM4 NIBAN3 DHRS13 ATP5PD BEST1 POLR2G MGAT2 DEGS2 SHOX2 SIK2 ZNF296 ENC1 RND1 ANKRD13D VANGL1 C12orf66 LIG4 PTPN2 LRRC25 UCP2 ZDHHC21 RPL23P2 DLEU1 ZNF404 VPS37D WDR25 HIC1 IRX3 FLII NDUFV2 CPN2 PFAS ARHGAP45 HOXC9 CAPS2 PHLDA2 HHIPL1 NPLOC4 TSHZ2 FES EPHB3 TSPAN10 LINC01006 GUSBP1 ST6GALNAC3 ACTG1 TBX1 PCDH9 ZBTB7C ZFP90 BRF1 FAM43A L3MBTL1 LMLN PBX1 MST1P2 ZSCAN30 PRKAR1B GTF2F2 LRRK2 CGB5 CD55 SIAH1 ZSCAN25 ANXA6 COL13A1 OCLN ZNF790 ADH5 SPRED2 ZNF536 R3HDM4 RNA5SP48 SCUBE1-AS1 LINC02868 MSH5 TRIM15 AKT1S1 FAM216A LIN52 C21orf62-AS1 LNP1 RNU6-1 CGB8 HAUS3 ZSWIM7 SLC35E2A KRT18P12 CROCCP2 LINC00339 MIR1249 CHROMR LINC00620 ZMIZ1-AS1 LRRK2-DT MKRN2OS SRRM5 MIR663AHG LINC01363 ZBED9 ELN-AS1 AC007743.1 PHACTR2-AS1 SLC25A3P1 RNU7-94P CASTOR3 ADSL HOXA11-AS RPL39P38 PISD LINC00882 DUBR FAM86DP RN7SL446P MEF2C-AS2 KCTD21-AS1 HOXC-AS1 LSM3P4 TMED7-TICAM2 ZNF345 MSH5-SAPCD1 ZBTB11-AS1 ZNF271P CUX1 CEP95 TUBB3 AC068722.1 WFDC21P LINC01686 MIR4665 RHEX MIR3189 AC006213.2 AC006213.3 AL118506.1 LINC02018 CWC25 CYP3A51P ZIM3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZIM3_TARGET_GENES MAD1L1 ICA1 CFLAR LIG3 CREBBP ITGAL MAP3K9 ETV1 SCIN CDKL3 NOS2 GAS7 ST7L E2F2 CDK11A SPAG9 ST3GAL1 CSDE1 CD4 TTC19 GABRA3 SLC7A14 COX15 AGPS CCDC28A PRKCH VEZT ATP6V0A1 MFAP3 PSMA4 CTPS2 EPN3 LTBP1 CLPTM1L NFE2L3 KIF1B SYNE2 FAM168A TAB2 KMT2C ZFR TRAF3IP2 GDI2 POLR3E TARBP1 STYK1 WNK1 HDAC7 MTMR1 RNF4 SNCAIP CALCRL IPO5 PDIA5 ATXN3 INPP5A LAPTM4A IFT80 SIRT2 MAST4 BCL3 CLTCL1 WDR1 SNX13 ING3 FAM3A LIMS2 ACADVL DERL2 FRY SLC24A1 ARHGEF10L EIF4G3 MARK3 ACACB NT5C2 CTTNBP2 DYNC1I2 FAM76B CAPZB JADE1 PIAS2 SYNJ2 GNB1 PCM1 CIC UBA5 SMARCD3 FYB1 C1QTNF3 ME2 C5orf22 EPB41L3 DLG3 MRPL22 TNPO1 NUFIP1 PDS5B STARD7 GSTP1 NKAIN1 MAPRE3 CD59 ATRX MYNN MAST2 IPO11 RBM22 ZFAND6 ALG9 ADD1 NID2 SF3B2 DNM1L SLC15A1 PPP1R13B SIRPG CFAP61 OAS1 RBM41 DDX24 RCOR1 LTBP4 PAPOLA MAEA EXOC1 OSBPL8 ESR1 CCDC80 HNRNPC TRPM7 HDAC6 MSH2 HIVEP1 SH3GLB1 CATSPERG KLHL22 UPB1 TTC28 SLC5A1 PNPLA3 RANGAP1 POLR3H VCPKMT NIN GNPNAT1 DHRS7 PPM1A DHRS2 GMPR2 GINS1 CDK5RAP1 NKAP ALG13 WDR13 PLS3 RBBP7 USP11 FNDC3A ARHGEF7 MRPS31 KPNA3 VWA8 ACOD1 ZNF821 FA2H CMC2 IQCH CSK TTC23 CEMIP SGK3 PDGFRL BRF2 EYA1 UBR5 SLC39A14 UBXN8 KCNN4 TIMM44 PLD3 TJP3 HNRNPUL1 BABAM1 CARD8 LIG1 DBP MAST1 SSBP1 TAX1BP1 GARS1 HYAL4 COA1 BLVRA YKT6 CDC37L1 RLN1 HPS1 ERLIN1 DDX50 SEC23IP PSMD3 CASC3 RNF43 GOSR1 DRG2 SMARCD2 C17orf75 PSMD11 KRT32 MLX SGCA ABCC3 MAPK10 ZNF330 GAR1 CLCN3 ANAPC15 SOX6 CD69 COQ5 KCNA1 SCNN1A MDM1 CNOT2 NOP2 HCFC2 RFX4 RSPH4A GCNT2 RNGTT NCOA7 SAYSD1 BACH2 ASCC3 MED23 TRIM38 SLC22A2 PTK7 IK HAVCR1 RASGRF2 DROSHA NUP155 CSNK1A1 SMC4 TBCCD1 BCL6 PFKFB4 BBX PLCH1 FOXP1 PDE1A PAPOLG PECR MRPL37 PHF13 ARHGEF2 SWT1 WLS RPE65 ZBTB17 ADGRL2 KDM5B ID3 MREG KLF7 CA14 MYB SGK1 RNF146 ARMC2 PKD2 PPL ELL2 UBE2B IDE CUTC SMNDC1 KANSL1 MRPS14 SEC16B ENY2 KIAA1217 EPC1 MTRF1 SPART-AS1 MYOT GLT8D2 TENT4B TRMT1L TBC1D15 LRIF1 NT5C3A PLAU ZWINT ACADS CCDC91 CCDC70 TSFM ARHGAP9 ATXN3L COQ8B PREX1 MTRR WRNIP1 COL21A1 ATXN1 SCGB1D2 EMC3 TM9SF2 NT5C INSIG2 ATG4C PANK2 ARMCX5 KLC1 PCID2 IGFLR1 RHOT1 ATP13A4 WDR24 MACF1 METTL16 PNKD AKAP9 PTPN12 RASL11B KDR ATF4 SPECC1 SMO THAP10 NEDD8 DAD1 SEC14L1 FGF13 PHF10 SAT1 AFDN STK33 MAP1S OLFM1 YIPF2 CLIP1 DKC1 ZNF236 C12orf65 UBE4B POLN LATS1 ZNF227 ABCB7 ADGRE3 SH3BP5 NR1H2 ACLY NDUFA2 ACAP3 C1orf159 MCCC2 PPARG UTP3 KHDC4 SERINC3 AP3B1 PATJ USPL1 DSTYK SPART RXFP2 GPALPP1 AGAP3 SARAF ELP3 ARL8B REG4 WNT2B CEPT1 SLC38A2 IAH1 IL6ST CDC73 RBM17 KCTD1 DOCK2 YARS1 CLOCK ARHGAP32 USP30 ANKRD6 CEP162 PHF21A FAM186B SMPD2 REPS1 DYNC1LI2 PCNX2 GLUL NIBAN1 ITM2C REV1 THSD1 SUCLA2 TACO1 SCN2A ABI1 LRRC8A TLR4 ZNF189 GARNL3 MRPL50 UBAP2 GRHPR ALDH1B1 SYTL2 NUSAP1 PARP6 STRA6 SEMA6D ZNF365 SLC35A5 SENP7 TMOD3 INTS14 COPS4 KIAA1109 BMPR1B G3BP2 CNOT6L USO1 ANXA3 GSTCD INTS12 HADH FBN2 ETFBKMT SCAF11 DUSP6 GAS2L3 SYT16 WDR20 SCAPER MAN2C1 IGF1R RLBP1 PMM2 ZCCHC14 NCOR1 PCTP TBCD DYM SMAD4 ZCCHC2 NT5C3B SH3GL1 PGGHG DOP1B TIMM29 PGD PRKACB RPS8 SYPL2 MGST3 NUF2 RGS5 RRNAD1 HMCN1 ANP32E ARNT GABPB2 DTL CDC42BPA PSEN2 REN SOX13 PKP4 DLX1 COPS7B LRIG1 MED12L ALDH1L1 NICN1 STXBP5L LYAR RPL37 COMMD10 MLIP RPL7L1 PHIP FAXC CCT6A ZAN KRBOX4 CSGALNACT1 SYBU TATDN1 CDKN2B ZCCHC7 SHC3 LRSAM1 ADD3 DNAJB12 BTBD10 NCAM1 ATM CABLES2 TM7SF2 VPS51 ITGB1 TMEM218 CNDP1 MTMR12 DIXDC1 CACNA1C ANK3 MAGI1 SCLT1 ACAD8 ANO4 MMAA RABGAP1L TADA1 PFKM TMEM123 SPEF2 NADK2 BMP6 ADGRF4 CYRIB ASAP1 DNAAF1 LRRK1 ENPP3 MRPL39 SLFN13 WNT7A PLCL2 CCDC144B MPPE1 AK9 ZFYVE27 RHOC SLC16A1 RNF20 SAXO1 RRAGA VBP1 ART3 MAP3K7CL TDRD9 TYSND1 VPS8 GALK2 DDX19B ZNF19 SPPL3 DZIP1L TENT5B H4C8 EIF5B EMSY TAGLN2 MPZ RAPGEF6 ALG8 SON SNF8 GPBP1L1 TMEM69 RGS12 ZNF233 PTGIR CCDC28B TMPRSS3 MAML1 U2AF1L4 COX7A1 ZNF382 FDXR KLHL10 IZUMO2 NFIA FUBP1 CAPN2 DISC1 TYW5 COQ8A TNFAIP8L2 SCNM1 LCE3D PAQR3 HELQ COL6A3 PPM1K RBM47 DNAJC5G SLC4A1AP CDC25A INTU HSPA4L RAD54L2 PPM1M ANAPC10 ABCE1 LSM6 MOCS2 GPX8 CMYA5 TXLNB CREBRF IL31RA ANKRD55 STK17A OXR1 ALDH7A1 NFIL3 LETM2 C8orf34 PGAP4 SHOC1 FAT3 CRYL1 HEPACAM TTC8 FAM204A BMS1 CEP57 JAM3 GLB1L3 SVOP DEPDC4 CLMP NUDT13 DENND2B SAAL1 KIF7 C18orf54 CACNG2 TAC3 DIS3L EVA1C TCP10L2 URM1 SP2 GPRC5B GATAD2A ZNF146 DAPK3 WDR81 ZNF232 MIS12 CD300C KCTD5 SRRM2 ANKS3 KIAA1586 SETD5 STAT3 SLC16A4 SLC49A3 MECP2 ROR2 CA5B SLC50A1 NFU1 BUB1 DUS1L NRG4 LIMS1 UBE2E3 SIMC1 UBE2E1 SCAND1 ESCO2 GPR82 PLEKHG5 ATF7IP EXOSC10 MLLT3 AQP4 TVP23B FRMD3 SNTB1 ID4 GPR22 ATOH1 RCAN2 FGGY IL17D COL6A5 TMCC1 RPL38 ZNF621 XKR3 RXFP4 TMEM196 CHD2 CEP83 C11orf80 C1orf100 PHC3 XXYLT1 LRRC63 CCS RPL4 STARD6 C12orf76 DENND4A WDR49 MRPS22 SH3BP5L CSRP2 ZNF25 TOM1L2 LINC02873 SFN CRYBG2 YES1 SPRYD4 WDR25 RMDN1 METRNL EFCAB5 ZBTB38 HIC1 RABEP2 GBA SRRM3 ZNRF3-AS1 DMAP1 NDUFAF3 ZNF454 POGLUT3 RAD23A ARID3B CIITA GRM8 R3HDM2 SEPHS2 RPS12P23 RCC1 FGD6 EMC3-AS1 ATP5F1EP2 MCFD2 ST20 EHMT1 HLA-V PJA1 H2AW OFCC1 CFAP65 ZNF875 YIPF6 IST1 TSHZ2 MXRA7 CSF1R ANXA2 RPS17 CCDC87 AP2A2 LYSMD4 PTTG1IP CHEK2 OAF PLA2G6 SEPTIN9 ODF4 EIF4ENIF1 RBM33 RBM43 FAM227A HSF1 PPIL6 RBM11 MORN5 RNPC3 LRCH3 ZNF566 POLR3C MRTFB PPP1CC CYP27C1 MAPT EFCAB6 LINC02583 TCL6 C17orf97 NWD1 PRKAR1B HYKK FAM230G SELL NKAIN2 CC2D2B TMEM201 LINC00910 LRRK2 FAM47B ZNF573 S100A13 PAX8-AS1 S100A14 TBC1D28 HMGB1 WDSUB1 SEMA4A SRGAP3 SUPT5H GARS1-DT TRAPPC2 IPO4 ANAPC7 SDHAF3 S100A2 H2BU1 ARHGEF12 TMEM26 ZMYM1 NOL4L SLC22A4 OGDHL TTC30A CDC42SE1 S100A10 ZNF461 CYRIA RPL12 ENTPD7 MB HIBCH QRICH1 TMEM116 PHETA1 SPRED2 WWP2 TXNRD1 ZNF568 YTHDF2 ZNF43 RD3 ZNF536 C6orf89 MTCO3P12 SYCP1 KIAA0753 PJA2 MIR425 MIR335 MIR450A1 SNORD104 RNU6-490P RNY4P27 SNORD118 RNU5F-3P RNU6-236P RNU6-454P RNA5SP512 RNU5E-4P SNORA23 SNORD38A RNU6-215P RNVU1-21 LINC00449 RUFY2 NHSL2 CLPSL1 ABHD16A GUCY2EP PRR3 DDR1 ACOXL-AS1 GNL1 MAMDC2-AS1 TTC25 FAM83A-AS1 MGAT4D THUMPD3-AS1 RNU6-1062P RNU6-147P RNU6-639P RNU6-36P RNU6-1035P RNVU1-14 MIR191 MIR525 MIR584 MIR450A2 MIR591 TRAJ44 TRAJ43 TRAJ17 TRAJ11 SNORA75 CFAP45 NRAS PPIAP82 SEC14L1P1 S1PR3 CTBP2P6 RPL17P50 ZNF337-AS1 KLRK1 LIPE-AS1 CSNK1E CCL27 RRM2P3 FBXO16 LYRM4 SNRPEP9 LINC00887 SH3D21 IQCJ FIS1 ANG HAUS3 ARHGEF28 TMEM242 FMO9P MIR450B RAET1K FAM228B SNORA11B MIR1302-4 PPP2R2A KIAA2012-AS1 RNA5SP158 TH2LCRR HLA-DQB1-AS1 UBE2E1-AS1 TANK-AS1 RPL29P19 AC095032.1 AC009227.1 VPS26BP1 CD84P1 PLEKHM1 LRRK2-DT RPL21P66 JPX LINCMD1 MORF4L1P7 CACYBPP1 RPL35P8 LINC01345 ZNF25-DT GAPDHP73 TEX41 MIR217HG PAICSP3 LINC01364 ASIC4-AS1 RPSAP64 HNRNPA1P31 RAPGEF4-AS1 UGT1A2P LIMS1-AS1 WEE2-AS1 THRB-AS1 PIK3IP1-DT PPIAP55 LINC01548 CYCSP4 LINC00242 LINC02768 LINC02526 AL669831.3 FANCD2P2 AC004835.1 PA2G4P4 RPL17P12 CCDC192 DNM3OS STMND1 LINC02541 GCNT1P3 BMS1P19 MTHFD2P3 LINC02779 RPS29P7 LINC-PINT TRAF3IP2-AS1 LEF1-AS1 ADIPOR1P1 ELF2P3 FTH1P25 LYRM9 CYP1B1-AS1 TBC1D3P7 CCDC144NL-AS1 ZNF197-AS1 HCG21 H2BC15 LLPHP3 AL591368.1 TMEM97P1 LINC01114 ZNF232-AS1 BCAS2P2 MAGI2-AS3 SYNE1-AS1 VN2R3P GAS5 SOX9-AS1 SNRPGP10 ZPLD2P UST-AS2 LINC02540 RASGRP3-AS1 CNTFR-AS1 RPL7P34 PHKA2-AS1 LINC00649 AL391832.2 FAM50B SNORD121B RNU7-80P RNU7-74P RN7SL442P RN7SL674P COX6CP6 TNFRSF13B RPL3P9 PLCXD2 KRTAP10-5 RPL29P25 AC141424.1 RPL17P37 AC109466.1 LINC01206 MRPS31P5 RN7SL30P RN7SL604P RN7SL845P RN7SL268P SPECC1P2 SMARCA5-AS1 KCTD21-AS1 PPM1K-DT DNM1P35 AP000802.1 CKMT2-AS1 LINC02268 KCTD9P5 CDK11B LINC02100 MTND5P11 AC131254.1 LINC01033 NCOA4P4 HMGB1P28 SH3TC2-DT CDK3 AC010210.1 LINC01182 SELENOP NUDT19P5 ZNF674 LDHAP1 RNU7-61P RNU5F-8P RNU6-999P RNA5SP356 RN7SKP141 RNU6-344P RNU6ATAC24P RNA5SP40 TUG1 LINC01603 AP002852.1 IGLV3-24 LINC01485 LINC01944 NAV2-AS3 AF131215.3 PRR13P2 PDCL2P2 LINC02740 NEDD8-MDP1 TAS2R30 ZNF10 POLG2 ATP5MFP4 PGAM1P5 LINC02448 LINC01619 FNBP1P1 OSTF1P1 TRIM34 RNASE4 SMARCE1P3 AC005476.2 AC004816.1 LINC00928 LINC00596 TYRO3P LINC01581 AC040169.1 PPIAP51 HEXA-AS1 ADPGK-AS1 LINC01572 WFDC21P AC103706.1 Z97055.2 TEN1-CDK3 TMEM202-AS1 DLGAP1-AS2 RN7SL823P AL035696.3 RN7SL336P MIR4716 OTUD7B MIR1273C AC018521.5 AC124804.1 MIR3691 MIR4510 RNF115 MIR4438 SEC22B FBXO36P1 AP002478.1 SNHG25 MYO15B DSG1-AS1 MIR548H5 GAPLINC ERVE-1 OR1AB1P LINC02073 AC011525.2 MTDHP4 MKNK1-AS1 AL390955.2 ARMCX5-GPRASP2 PRR13P3 SELENOTP2 SNORA62 RNU4-5P ILRUN-AS1 DAP-DT CD24 ZNF454-DT GAR1-DT DUSP5-DT AGBL1 MIR8086 LINC02340 PIP4K2B H4C5 RNU2-4P GPR179 SNORA50C DDX52 VWA8-AS1 ACACA MIR6722 MIR6823 AL358852.1 CCDC28A-AS1 LINC01101 AC025048.6 EBLN3P IQCJ-SCHIP1 MIR523 MIR6086 PRRT1B MIR5087 LMTK3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LMTK3_TARGET_GENES CYP26B1 ARX ABCB4 TMEM132A AP2B1 CCDC124 RHBDF1 MAPK8IP2 PHF7 PTBP1 WIZ MAMLD1 CXorf56 RUNX3 B4GALT7 BRD9 MAP2K3 CYP46A1 TRIO MTREX ARHGAP6 CLPTM1L COL23A1 CYBA ANAPC4 KCNH2 ZFR FLYWCH1 CTDP1 SPHK2 RPL18 FAR2 LRRC40 KCNAB2 VASH1 BUD23 CYP2W1 KCNQ2 UNG DGKD FBLN1 REXO1 RAPGEF3 NDC80 PKP1 SEMA5B IPO11 ACOX3 PGS1 MMP2 GNAS RPL6 MAPKAPK5 DZANK1 RPH3A GMIP LTBP4 SPTLC1 TFAP4 AARS1 CWF19L1 ACOT7 CIRBP LZTR1 P2RX6 HPS4 SRRD SLC5A1 RPL3 CINP DHRS2 IFT52 PABPC1L METTL4 WDR13 WDR59 TSC2 MTHFSD RASL12 RPAP1 POP4 CACTIN MRPL4 PRPF31 TFPT RUNDC3B GTPBP10 LMBR1 COBL ZNF862 LARP4B NEURL1 PITRM1 RAI1 BLMH EFTUD2 DHRS7B FBXW7 ZPR1 CCDC86 MAGOHB GTF2H3 EIF2B1 COPS7A ADTRP C6orf62 SOBP BYSL MRPL2 PRSS16 TBX18 NUP155 CDX1 COL7A1 NCBP2 PLXNA1 ABCC5 SLC35F5 WDR75 CCT4 COX7A2L MFN2 SRSF11 RLF CDK18 DHDDS COLEC11 KPTN CNR1 PLAGL1 PCDH17 SENP5 PHF19 C19orf25 GPAM SOHLH2 CSMD2 SLC66A2 ECD FAM124B SLC12A5 ZNF576 LYPD3 CEACAM8 GRM4 MED20 NUP153 EMC3 LRRC29 PIWIL1 RBM42 TRMT5 NUP214 ZC4H2 SLC35E1 PKMYT1 FBXL16 METTL25 PTPN12 TUBGCP6 DGCR8 PRKRIP1 VGF ARHGAP22 CLN6 CHRNA10 ERMARD PRRG3 DPP6 NDUFA10 SAG LAMA5 PPIL4 PPFIA1 ACTR10 INPP5K POLR3F IGHMBP2 TESMIN WDR74 CCDC59 MED6 GSTM5 MTNR1B MAP3K7 NHSL1 KLHL36 ARMC9 PWP1 FLNB RAPGEF5 CDK9 GARNL3 RANBP6 KLC4 CMTR1 TRIM29 LRRC49 RMDN3 SMAD6 FAM149B1 PPIG GPAT3 MAPK8IP3 TMBIM6 SLC38A6 NEIL1 MAN2C1 PCSK6 ZNF710 ITGAX ADAMTS18 MED9 KSR1 SGSM2 GAREM1 PELP1 TMC6 CARD14 TBCD PLPP2 SOD1 AKT1 ZNF614 RPS8 CGN MRPL9 OAZ3 NPHP1 ESPNL FANCD2 AGTR1 ECE2 CCNA2 BDP1 TNFAIP8 RMND5B TENM2 PSD2 PNLDC1 C7orf50 GCNA NXF3 AOPEP LCN2 DNAJB12 SERPING1 HYOU1 CNTN5 CRIM1 TWF1 NUBPL QTRT2 AP1S3 DCLRE1C PLEKHG4B ELOC DPH3 OXNAD1 GPR78 TRMT44 SAXO1 VPS37A MMP16 SUPV3L1 ZIC3 DHRS1 AASDH TSPAN18 UBN2 PKD1L1 RNF166 ARHGAP27 ADPGK ABR SSU72 HSF2BP RRP1B FTCD ADAR FGFR4 TUBA3FP SLC25A34 ZNF496 SNED1 PKDCC MRPL55 WDCP MSX1 CRYBA2 CCDC191 RPN1 BAP1 PRKCD PRSS12 NPY5R SLC30A8 SUN1 KIAA1958 NDUFB6 AKR1E2 OXGR1 SPACA9 ARHGEF40 TRUB1 C10orf82 CACNB2 NOLC1 HDGFL3 CCDC68 BMERB1 TCP10L2 CCDC103 CDK12 DUS2 RRM1 IRGQ PPP2R3B NIBAN3 TUBA1C TTYH1 HDGFL2 GLOD4 AC090152.1 ABCA3 TTC21A GNG4 HR TMEM208 DDX19A INPP5D AFAP1L2 UBE2V2 MN1 NR0B1 SF3B5 NSG2 RNF150 ELP5 TRIAP1 RNF139 C11orf24 TRMT61B ANO5 MRM3 QARS1 ORMDL3 RCAN2 RAD9A ANKRD13D MRGPRF COMMD1 GPR148 C16orf91 CTU2 PIGG GOLT1A BRSK2 RIN1 AMZ1 MED16 C1orf127 RAB6A TMEM70 RPS6KB2 B3GNTL1 CTDNEP1 BAIAP2 HOXD8 PLEKHF2 SSNA1 TMEM39A ANAPC2 DNAJC30 RMDN1 ACSF3 THAP4 PHETA2 MAN1B1 CASKIN2 ACAD9 TMEM94 FLII ZC3H12D ZFAND2A AC068473.1 MAF CTNNBIP1 H1-8 PFAS PTPN11 WSCD1 LINC00174 EMC3-AS1 ARHGAP45 ZNF792 EHMT1 ATG9B KCNIP1 IST1 RGMA ZNF721 GJC1 CADM1 CALN1 EPHA10 TBL3 SEPTIN5 DYNLT2 NOC4L TMEM121 ADSS1 DDX51 HGS SV2B LAMP1 CIDECP1 BCL9L FAM86MP BCR SECISBP2 DNAH17 FAM122A RILPL1 WNT7B AGRN SLC38A3 PPP3R2 FBF1 LONP1 PRTN3 ANKRD20A19P NOP9 CASP4 DYNC1H1 SRC ADAM32 ZNF785 NOL4L C1D SPTAN1 RPS6KL1 ITGBL1 MMP17 COPS8 TEX45 CNOT7 TOX SPOUT1 RNU6-1099P RNU1-32P SNORD46 SNORA68B RNY4P10 CENPW RBM20 TMEM273 RXRB EHMT2 VARS1 C6orf136 LRRC10B RGL3 ITSN1 FAM99A RNPS1 FOXL2NB RNU6-573P RNVU1-1 SNORD83A TSN SLC48A1 IGHD2-21 TOMM40P4 FIRRE STIMATE EEF1B2P2 API5P2 PLAC9P1 FAM187A MEG3 TOMM6 SEPTIN7P2 LINC01347 OR2W4P ISCA1P1 TATDN2P2 YAP1P1 UHRF2P1 PELATON ATXN1L AC009518.1 HMGB3P22 CROCC2 TRAF6P1 LINC00606 SRRM5 NCKAP5-AS2 OFD1P17 MIR34AHG ZFAND2A-DT PTGES3P3 LINC01264 MAS1LP1 C9orf147 FTH1P5 ANKRD18B GTF2IRD1P1 RPL36AP39 PCED1CP LARP1BP1 AL731567.1 AJM1 AC016825.1 AL158829.1 CYP2AB1P LINC02609 EIF2AK3-DT CSNK1G2P1 MAPKAPK5-AS1 FAM237A MTFR2P2 LINC01936 HAUS6P2 IGHD1-1 ARL5AP2 FTH1P11 LINC01119 ARHGAP8 RN7SL685P UPK3B FLNB-AS1 AC091153.3 UGT1A4 PRICKLE2-DT RNF139-AS1 SEPTIN7P14 AP000802.1 USP51 FOSL1P1 SEMA6A-AS1 POU5F2 HAUS5 PCDHA11 TMEM132D-AS1 TMEM150C PARP4P3 LINC01586 AC104806.2 RNU6-1232P RNU6-638P IGLV3-6 HPYR1 LINC01414 LINC02847 PINX1 LINC01947 CHMP1B NOX5 UNC93B6 PABPC1P4 GATC SPESP1 FRRS1L C16orf95 AC113208.3 SLC7A5P1 AC009065.4 ANKRD26P1 SMG1P7 LINC02179 SNORD55 RN7SL811P GDF10 MIR4478 TCF4-AS1 AC002115.1 NAPA-AS1 MIR4453HG NCBP2AS2 KMT2B POM121C GTF2IP13 ATP6V1FNB ZBTB8B CWC25 MIR4727 MIR6081 MLLT6 MRPL57P3 FLJ30679 GTF2IP12 ALKBH3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ALKBH3_TARGET_GENES LAS1L DHX33 ZNF195 AGK CDKL3 NME1-NME2 TACC3 MNAT1 AQR RTEL1-TNFRSF6B EDC4 PHKA2 NOP16 FAM168A DNAJC25 TNPO3 BORCS8-MEF2B RFXANK KDM4A ZBTB11 RRP15 SLC44A1 PTPN21 PDCD2 MRPS34 KLHL20 MAP2K7 SENP1 DDX1 EXD2 JMJD4 CCNT2 SLC27A5 ZMPSTE24 MTIF2 FUS ZNF302 GOLGA3 ZC3HC1 TMEM101 ECHDC1 HNRNPH3 RAB18 NRP1 SNRPD3 TOP3B TXN2 AHSA1 HIF1A SRSF5 PSMA6 UQCC1 MROH8 CDK5RAP1 NKAP MRPS31 VWA8 INTS6 TRIP4 DTWD1 BRF2 MTMR9 YJU2 WDR83OS KXD1 DNAJC2 SSBP1 CPED1 CHCHD2 RBM28 GLI3 EXOSC3 DKK1 MTMR4 GOSR2 PNPO DRG2 C17orf75 TBC1D19 CCND1 KCTD10 MLEC PRKAB1 TDP2 CCNC MED23 ACOT13 PDCD10 NCBP2 MRPL3 NEK4 SF3B6 INO80B NDUFS7 TXNDC9 PLEKHA3 SMG7 RBBP5 PRDX1 SLC35A3 NSL1 ZBTB45 DCAF4 RBM25 ZNF410 SUPT7L C10orf88 WDR11 MTRF1 COPA ZNF205 DCAF10 P4HA1 WDR83 RAP2C STX16 MCEE MPHOSPH10 NQO2 ZNF391 EML2 SNRPB AGO3 TUBGCP3 EMG1 IPPK RNF6 OSGEPL1 KNSTRN THAP10 CDC16 YIPF2 MED18 AAR2 NR1H2 VPS25 STARD3 EEFSEC TMEM128 UTP3 VPS13B IGHMBP2 USPL1 DSTYK ZNF414 HSPBP1 COX16 WDR36 USP30 MRPL44 EIF4E2 GCC2 TACO1 VPS45 ZSCAN9 VARS2 RNF121 YAP1 LRRC49 RPS24 COPS4 GSTCD INTS12 GUCD1 ALG10 TDG TMBIM6 SEC11A C18orf21 SLC39A3 MVB12A TIMM29 ITGB3BP NUF2 RGS5 TOR1AIP1 TARS2 SNAP47 COPS7B ABHD10 ECE2 GIN1 PPIP5K2 G3BP1 TMEM209 RPL10 EBAG9 ZCCHC7 WDR31 REXO4 GTF3C5 FRA10AC1 LRRC27 TUT1 C11orf49 CNBD2 VPS51 PIH1D2 NKAPD1 UBC UBE3B NDUFC2 VIPAS39 CDC123 MMAA TIAL1 PFKM SAR1B SREK1IP1 CWC27 SRP19 RANBP2 ADPRHL1 ENPP3 MRPL39 ATP5PF GABPA MPPE1 ANKRD40 DPY19L4 GALK2 PDE6D SEC13 VPS26C AP3S2 MITD1 EIF5B CCAR2 THEM4 GPBP1L1 TMEM69 FAM207A MCM3AP PSMC2 PCYT1A RPL29 JAK1 LZIC TM2D1 NCSTN HELQ MRPS18C CGGBP1 SERPINI1 PRKCI PSMD6 TTC14 MTHFD2L SLC4A1AP TMEM41A NSA2 GFM2 SEPTIN8 STOML2 NUDT5 BMS1 COPS2 CCT2 FAM227B IFTAP PCLAF MRPL16 ZNF668 ZNF646 SMG8 PSCA MRPL58 POLR2G SLC3A2 COA6 POLR3D STX18 USP39 TMEM129 FEM1B SLC33A1 METTL15 UGP2 ZNF35 PDCD6IP PPM1D DNAJC24 DCDC1 SCAND1 ZNF581 ZNF562 ZNF561 ZNF570 RPS7 TVP23B MTBP TEFM MRPL13 DPAGT1 C2CD2L ZNF596 NAA20 NMNAT1 ZNF791 BBS1 FBXW8 ZNF408 ARHGAP1 BANF1 EIF1AD EIF3F AURKAIP1 RUVBL1 ETV4 UFSP1 RTTN CSTF2T GRB2 RPS27 DMAP1 PLEKHM3 CSRNP3 C3orf38 DPM3 PER1 PSTK ZNF443 C8orf33 YBEY LINC01547 SF3A3 FBXL7 ADAP2 H2AC20 H2BC21 NDUFA12 INTS5 TEDC1 MRPL30 ZKSCAN4 ZNF490 C8orf76 HMGB1 ZNF569 IPO4 ZNF165 MRPL21 STMN3 EME2 ZNF461 ZNF677 TMA16 C6orf89 CALM1 CTR9 LRIG2 LTN1 TATDN3 EFCAB7 LRRC37A5P NFKBIL1 KRTAP1-4 C12orf73 ITSN1 CRYZL1 MIR320A SELENOH ZNF580 ATP6V1G2 GTF2H4 ALG3 TOMM6 PHB2 AC141586.1 TMEM242 ZNF579 FAM228B TIGD1 VPS52 RPL23AP53 CCNT2-AS1 NQO2-AS1 JPX SBDSP1 WDR11-AS1 LINC01515 WEE2-AS1 TPI1P2 RPS18 COA6-AS1 RAP2C-AS1 SMG7-AS1 OR4C14P NKAPP1 SP2-AS1 JRK RPS29P16 PRKG1-AS1 INTS6-AS1 LINC02877 LRIG2-DT RNU7-27P NME1 BMS1P4-AGAP5 BMS1P4 MBL1P MRPS31P5 TTC4 DNAJC25-GNG10 SNHG6 STX18-AS1 PDCD6 MRPS31P4 GLUD1P3 VPS13B-DT AP002495.1 ATP6V1G2-DDX39B BORCS8 STX16-NPEPL1 SNHG1 ZBTB11-AS1 RTEL1 AL359317.2 NDUFC2-KCTD14 NDUFAF4P1 AL050341.2 AC073878.1 AC005670.1 DHX33-DT ZNF213-AS1 MIR3913-1 MIR5188 SEC22B ZNF561-AS1 NCBP2AS2 AL390955.2 DCP1A INO80B-WBP1 SNORD25 SNORD27 SNORD26 VWA8-AS1 MRM1 NR1H4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NR1H4_TARGET_GENES IBTK SPATA20 MASP2 BAZ1B ZFP64 SH3YL1 CTNS LTBP1 CYFIP2 MPC1 NTHL1 TIE1 NFYC TRAM1 PHKA1 MNT ACTN1 ALDH3A2 SREBF1 MOV10L1 SELENOO ABCB11 TSG101 TUBE1 CELSR1 CIC CPB2 SLC27A5 GCKR EPDR1 ICAM1 SPG21 LRRFIP2 FBXL19 CRKL SEC14L2 GGA1 CYP2D6 TOM1 SLC10A1 ACIN1 DCAF11 NFKBIA TBC1D17 ZNF175 HSPB1 ZNHIT1 AMBP MPDZ HPS1 PHYH CDH23 MAP3K8 B9D1 ALDOC UGT2B10 AADAT SH3D19 FAM149A PPARGC1A EHD1 CHKA TNS2 CHPT1 LPCAT3 NT5DC3 HDDC2 UST GPLD1 SNX3 HBS1L APBB3 KNG1 HRG EIF2B4 SNX17 PECR ARHGEF2 C1orf21 SERPINC1 KMT2A CA14 MFSD1 ITGB1BP1 PTPA MAPKAP1 MLH3 TCP1 TGFBI ECHDC2 SARDH NQO2 C3 POR ZNF780B TPST2 MPST CGNL1 MBD4 SUMF2 SERGEF AJUBA INS-IGF2 DOCK6 CYP2E1 G6PC NR0B2 C19orf12 DMGDH MPRIP C1QTNF6 SLC43A3 COL4A2 UBAC2 BICDL1 GLS2 AGT TMBIM1 PRPF4 TMEM8B LRRC49 TACC2 RBP4 ABI2 RGS3 INHBE GIT2 CSAD FRMD6 PTRH2 GREB1L SELENBP1 ARNT SLC27A3 ETNK2 NAT8 ACKR2 IQGAP2 TRIM4 EPHA1 REXO4 DIXDC1 UBC TDO2 ATG10 XRCC4 CAST SLC16A1 KDM8 UGT2B4 NTAN1 CPT2 PFKFB1 TAGLN2 FBXW5 UROC1 FNDC5 AGPAT3 FTCD MGAT4B U2AF1L4 TAF6L ITIH3 FCAMR ELF3 CCNL1 U2SURP RTP3 IFT122 LEAP2 AQP7 NDRG2 TTC7B CLMN SMPD1 CYB5A VKORC1 MVD PLIN4 ZNF444 C2CD3 LTBP3 GLYCTK ZNF30 TBC1D10B EFNA1 TM4SF4 KLF13 MCC TCEA2 SRGAP2C AGXT CES3 SAA1 NABP1 HEG1 EIF1 TCAP SNX31 CA5A SLC35E3 SLC35A4 CDC26 HORMAD2 WSB2 C8G NDUFAF3 DALRD3 PLEC MYLPF LINC02363 CRIP2 SLC25A18 PTP4A2 TSSC4 MROH7 PLA2G6 TOP1MT TMED9 ATP6V0C GSAP SLC51B CYP4F3 TMPRSS6 SLIT1 SHTN1 AL162231.1 IFT140 ADH1A TMEM220 CIBAR1 NBR1 FAM72B COLCA1 HRCT1 MYO18A ADH1B ZNF512B DAPK1 FLNA SERPINA1 SHPK TTC30A ITSN2 TAT MTOR BRINP2 LRIG2 SREBF2 NOS1AP RNA5SP334 LINC00222 AKT1S1 PSENEN EXOC3L4 MFSD2B AC019080.1 ANG RPL39P5 COLCA2 PPME1 LINC01588 HLA-F-AS1 GCGR RN7SKP8 RN7SKP296 BCAR3-AS1 ARHGEF2-AS1 NQO2-AS1 SLC16A1-AS1 HORMAD2-AS1 UBAC2-AS1 SERPINB9P1 LINC02015 LINC00574 HSD17B3-AS1 PTPRN2-AS1 LINC02579 ELF3-AS1 LINC01702 ZNF815P LINC01639 AL391832.2 RPL39P6 LRIG2-DT TXNDC5 C1orf226 C22orf39 CFB LACTB2-AS1 LINC00535 NOP14-AS1 MGC32805 PRODH2 UGT2B27P LINC01151 MIR100HG AC079313.2 RNASE4 HMGB1P8 AOC4P SNAI3-AS1 CCPG1 AL022069.1 SMG1P7 C15orf65 LINC01978 RN7SL435P LINC01864 IKBKG ZNF30-AS1 AL445209.1 NFYC-AS1 MICE MIR6735 CIC_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CIC_TARGET_GENES ST7 CDKL3 CCDC124 MGST1 RPS20 GPRC5A NUDCD3 STRAP RANBP3 MAT2B TDP1 GOPC NOP16 RFC2 ACAA1 EIF4B TNPO3 ERBB3 ZC3H15 TP53BP1 LRP6 RPL31 SMARCE1 SART3 BAZ2A MLH1 HOXA9 ZCWPW1 EPB41L2 RPS5 SCAMP1 SRRT PIGS PAPOLA TINF2 AAAS CBX5 FBXL19 MCM5 EIF3D PHF5A ACO2 RBM23 PSMA3 SRSF5 SRP54 UQCC1 STK4 SMCHD1 RAB11A RPAP1 DTWD1 GABPB1 VPS18 INTS9 RIPK2 PEX11G POP4 HOXA13 PHF14 AGR2 POLD2 ECM2 ERLIN1 ACTA2 KAZALD1 PSMD3 PIGL INTS2 DDX5 CLCN3 UPK2 PRPF40B KCTD10 IL23A PTGES3 MAGOHB ITFG2 MANSC1 OAS3 CAND1 CNOT2 TIMELESS GAPDH ING4 CDCA3 C12orf57 LPCAT3 FRK WASF1 SLC16A10 TENT5A BRD8 KIF20A ITK GOLPH3 SEC24A TCERG1 NPRL2 CYB561D2 PIKFYVE DNAJC27 GTF3C2 CNPPD1 GON4L PRDX6 RSRP1 TXNDC12 KIF14 MED28 NDUFB3 MSX2 WDR55 KIAA1217 EGR1 SERP1 COPS5 RPL21 ZMIZ2 CBX3 HNRNPA2B1 TRIM24 CCDC91 ORMDL2 SNRNP27 H2BC11 RIOK1 CNOT1 GTF3C4 SYMPK EMG1 COX7C LRRC61 PMS2P3 ICE2 SUMF2 NGDN TTI2 MRPL34 LSM4 UBE2M DKC1 ANKHD1 ANKRD17 SYT11 MMACHC POMP CDK8 WDR74 LARS1 DGLUCY MRPS36 PPHLN1 SLC38A2 ARHGAP32 APC NAA35 HAVCR2 TBX3 HILPDA PAN2 ESPL1 ZC3H10 HNRNPA1 NTPCR COG3 NUP42 TACO1 TRMO CTDSPL2 RSL24D1 STAMBPL1 FASTKD1 IDH1 ITPRID2 TMOD3 COPS4 BMPR1B YARS2 MYG1 ESYT1 VPS33A EFCAB11 WARS1 SRP14 HMG20A LINS1 POLG FANCI ABHD2 WDR93 DHX38 TXNL4B WRAP53 TP53 ITGB3BP SERBP1 STRIP1 POU2F1 MRPL24 TUFT1 CALM2 RPS27A TPRKB SCRN3 FANCD2 RETREG2 EAF1 PLAC8 FBXO38 ZMAT2 RNF44 MMS22L CDCA5 MEPCE LUC7L2 HMBOX1 DNAJB12 HSD17B12 KAT14 SEC24D UBC ENKUR UBE3B FER TEX9 NADK2 MARVELD2 BUB3 FAM126B MED7 MCU AASDH FAM81A MYO1E PAFAH2 H4C8 ZFAND2B MPZL3 FDPS SLC25A44 LARP4 TAF6L ZFPL1 CLHC1 SLMAP WDR82 ANAPC10 GRPEL2 CAGE1 ANKRA2 UTP15 RPS14 SLU7 PTTG1 SUGT1 DDX21 ZFYVE1 PSMC3 CCT2 FAM227B AP1G1 PPIB PEX11A COQ7 PPP2R3B SETD5 COA6 CDC40 STIP1 FEN1 LRRC28 LMAN2 CRADD PCBP1 PDCD6IP ATF7IP TLN2 MTBP TEFM MRPL13 DPAGT1 ALG14 C2CD2L MUC13 ZBTB4 PDE12 VCPIP1 MRPS22 ZNF408 ARHGAP1 SEC24C PIDD1 RPLP2 TMEM94 EPM2AIP1 APOLD1 TAF7 ARL14 PCBP1-AS1 H2AC6 NPM1 POLR2A SNRPE TMEM259 DEXI ASB7 TTC32 ADAP2 KNTC1 XPOT CIDECP1 TRABD2A SECISBP2 MCRS1 H1-2 COMMD6 CLDN4 ZNF79 TSC22D2 H2AC11 WDR5B ZNF460 S100A10 H4-16 NOL8 MRPL42 ZNF335 ZNF770 RNU5E-1 RNU5F-1 RNU5A-1 RNU5B-1 RNU5D-1 SNORD118 RNY1 RNVU1-21 RNU5E-6P RNU4-2 C6orf99 PFDN6 NFKBIL1 RACK1 SARNP RNU6-2 LINC01089 TRIM59 ATP6V1G2 DDX47 LINC02026 RAD51AP2 PHB2 PEX26 TMEM242 NBPF1 RNU2-2P RNY1P15 LINC02068 LAPTM4A-DT WDR46 LINC01635 TPI1P2 COA6-AS1 LINC02889 PRMT5-AS1 SNORD54 RNVU1-2 RNU7-1 SNORD13 RPL30P11 GABPB1-AS1 NEAT1 CSTF3-DT TMEM161B-AS1 SRP14-AS1 BMPR1B-DT AF117829.1 MALAT1 RNY4 HOXA-AS2 OSGEPL1-AS1 CERNA3 HMBS AC025031.2 ITFG2-AS1 RTEL1 LINC02320 SRP54-AS1 CEP95 AC025043.1 AL163051.1 AC124068.2 AC099518.4 SNORD95 RBM8A MIR4512 MIR4754 AC011444.1 MZF1-AS1 ZNF460-AS1 CARD8-AS1 AL390955.2 SLC30A6-DT WDR5B-DT SUGT1-DT SNORA73A LINC01730 MIR6076 CCDC163 GHET1 MIR5087 WRNIP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/WRNIP1_TARGET_GENES FGR LAS1L KDM1A DHX33 MYCBP2 FBXL3 ITGAL CDK11A TRAF3IP3 VTA1 NCAPD2 FYN NME1-NME2 ABHD5 AKAP8L MBTD1 UTP18 RNF216 MBTPS2 NUB1 POLR3B MDH1 MNAT1 RUNX3 DEF6 KPNA6 PEX3 EDC4 INPP4A LSG1 ADAM28 GEMIN8 FAM160A2 LY75 ATG5 PITHD1 ATP2B4 NDC1 DNAJC25 CA11 HAGH TNPO3 BORCS8-MEF2B RFXANK CALCRL ZC3H15 ASB1 FOXJ2 ELAVL1 STAG3 PKM RRP15 DAPP1 SLC44A1 AP3M2 OSBPL3 RDH11 ST6GAL1 DPP8 TUBE1 SRI VPS9D1 FNDC3B DLG1 MKRN2 KLHL20 TRAF4 ARHGEF1 NFKB2 UBE2K ZCWPW1 RAPGEF3 PGM1 SMARCA2 CPOX CLDND1 AP4E1 TCF7 EXD2 STK17B JMJD4 PHLPP1 STRADB GEMIN5 NFE2L1 P2RX5 SLC27A5 YTHDC1 POMGNT1 RAD54L SEPHS1 MTMR2 PPP1R15A ATXN7L3 NSFL1C SNX5 ESF1 MRPS33 ICAM1 PDCD7 FLT3LG ZNF268 GOLGA3 TNRC6A DLD TMEM101 AAAS TLL2 HSP90AB1 RAB18 MED15 PES1 TOP3B ESS2 GGA1 HSCB POLDIP3 HMGXB4 SAMM50 FAM118A L3MBTL2 PHF5A ACO2 BRD1 CDKL1 ALKBH1 EIF5 CHD8 NDRG3 ADNP C20orf27 NDUFAF5 TLDC2 NOP56 CDK5RAP1 SMAD7 NXT2 SLC35A2 RBM3 MRPS31 DGKH LYRM1 CENPT MON1B FBXO31 UBE2I CLUAP1 CSK TRIP4 IGDCC4 CSPP1 ZDHHC2 BRF2 INTS10 MTMR9 R3HCC1 HNRNPL SARS2 PPP1R13L PLEKHJ1 SF3A2 ZNF419 YJU2 ETFB RAB3D WDR83OS RPL18A PIK3R2 KXD1 ERF ATP13A1 ZNF574 CDK6 DNAJC2 TTC26 LMBR1 SSBP1 GHRHR SNX8 RBM28 USP42 EZH2 CLIP2 KDM4C CREB3 NPDC1 EXOSC3 ZFAND5 TRDMT1 MICU1 XPNPEP1 CUL2 PSMD3 PIGL GOSR1 DRG2 SMARCD2 C17orf75 RAB5C SGCA PRKAR1A YWHAE UBE2D3 NDUFC1 DHX15 TBC1D19 STIM2 HSPA8 FOXRED1 ANAPC15 PITPNM1 POU2AF1 CAPRIN2 KCTD10 MLEC TNS2 LTA4H FOXM1 PRR4 CDKN1B NAA25 ARHGDIB SPRING1 NUP107 MRPL51 GAPDH ATN1 C12orf57 HINT3 MAPK14 CCNC MED23 ALDH5A1 EPM2A CCND3 VEGFA RAD1 BRIX1 NUP155 RARS1 BNIP1 TIMMDC1 FXR1 COMMD2 NEK4 INO80D KANSL3 SF3B6 CENPA INO80B NDUFS7 LOXL3 DOK1 PECR PDCL3 SLC1A4 WIPF1 TRAK2 SFPQ ARHGEF2 SMG7 BCAS2 TSNAX RBBP5 APH1A ARTN IPO13 DR1 SLC35A3 NSL1 POLR1G KLF7 UBE3D DCLRE1B DNAH7 SET SLIRP COQ6 SUPT7L CRIPT GNA13 HOXB5 PLEKHG1 MTRF1 KDM3B TMPO COPS5 COIL TRIM25 SLC35B1 B4GALT4 KIF18A ZMYM2 POLR3GL CXCR4 LY9 ZNF644 SRGN CDKN2C WDR83 TSFM IKZF4 KBTBD4 ZNFX1 STX16 MCEE SNRNP27 MPHOSPH10 AARS2 NUP153 IRF1 SYMPK PSMF1 STK35 SNRPB FLRT3 MGME1 EIF2S2 PLAGL2 KLC1 IGFLR1 PRRG2 SBDS GLIS2 ZNF384 PCNX4 TRMT5 TRAF2 ATP13A4 UQCR11 MTERF1 ZFP36 IRF5 KLHDC10 MRPS12 OSGEPL1 ARHGAP22 KNSTRN SERGEF TXNDC17 CDKN2D RIPK3 DDA1 ZNF337 ADRM1 TRIM28 YIPF2 DNMT1 ZNF331 LRP3 UBE4B AAR2 F12 SH3BP5 CAPN7 NR1H2 VPS25 DIAPH1 CHD1L CHSY1 TMEM128 UTP3 H3-3B EIF5A VPS13B IGHMBP2 RBM38 DSTYK CHIT1 TPT1 RFC3 C1QTNF6 BTG1 MRPS36 ARL8B AP4B1 CDC73 RBM17 LRP4 STT3A SLC37A2 WDR36 HAVCR2 CCNJL OASL RNFT2 TMEM243 CAPRIN1 LTV1 MRPL44 VILL TBC1D4 CHST12 IGF2BP3 GPNMB TACO1 LIMD2 BLK UGGT1 STXBP1 TLN1 SPAG8 ZSCAN9 IRF4 VARS2 TAF8 NUMA1 NARS2 NDUFAF1 GIPC2 COPS4 NUP54 GSTCD INTS12 GUCD1 RNF185 PARVG ALG10 C1RL CD27 TDG ITGB7 LMBR1L ESYT1 SBNO1 RHOF SLC38A6 SLC12A6 TLE3 BCL2A1 MAN2C1 POLG FANCI MFGE8 NLRC5 KATNB1 MAP1LC3B MBTPS1 RHOT2 NCOR1 CLTC C18orf21 PELP1 ARHGDIA TTYH2 CACNA1A SLC39A3 DPP9 TIMM29 FAM71E1 RPL13A NOSIP SH3BGRL3 ITGB3BP SERBP1 MTF2 NUF2 RGS5 TOR1AIP1 RGL1 TARS2 ADAM15 RIT1 SNAP47 FBXO28 WDPCP DUSP11 COPS7B TMF1 ANK2 CCNA2 NDUFS6 GIN1 PPIP5K2 RNF145 FBXO38 RNF44 DOK3 CRIP3 MEPCE NSD3 RSPO2 EIF3H UTP23 NR6A1 WDR31 NOTCH1 PDSS1 FRA10AC1 DNAJB12 ITPRIP TUT1 C11orf49 GRIK4 HYOU1 CHEK1 SIDT2 CNBD2 VPS51 ALDOA TLCD3B PIH1D2 NKAPD1 UBE3B CSNK1G3 FRMD4A ACAD8 THYN1 VPS26B NCAPD3 ZNF827 CENPU FBXO4 SH2D6 SUV39H2 SLC30A6 SAR1B HNRNPDL RANBP2 ING1 CD8A ENPP3 FAM167A ELOC CXXC1 CCDC144B ANKRD40 VOPP1 NUP205 LSM11 RRAGA MIDEAS PCDH1 MTERF3 PTDSS1 KAT6B PDE6D TATDN2 MX1 BRAF AP3S2 CIB4 BABAM2 CNNM4 TSR2 ZNF276 CCAR2 PAXBP1 CCDC117 TNFRSF13C CCDC28B FAM207A ZER1 NLRX1 ANO10 PSMC2 EMC10 RACGAP1 RAVER1 EIF4A1 FLYWCH2 CLPB NEU3 RPL29 FUBP1 FAM102B ARPC5 ATF3 AXDND1 PPP1R21 PUS10 DPY30 PRORSD1P H3-3A ANKRD23 HELQ MRPS18C CGGBP1 EOGT HDAC11 SGO2 IFI16 PSMD6 TIPARP PRRT3 SLC4A1AP SMIM12 TMEM41A RPL39L DUSP7 TENT2 NSA2 GFM2 RPS14 FXN CARD19 DEPP1 BMS1 METTL17 CASP7 ZFYVE1 TCP11L2 BTRC NOLC1 C2 TPP1 ATMIN TMEM41B HSP90B1 B2M PCLAF MRPL16 MBD6 TTC16 TRUB2 COQ4 ENDOG GPRC5B CRK RRM1 PPP2R3B SMG8 TPM4 ANKRD11 RPL13 DHRS13 TUBA1C ZNF610 SPINT2 TSR1 C19orf48 NDUFV1 BSCL2 SLC3A2 SETD5 DNAJC7 IRF2BP2 THAP11 MPLKIP ARF4 SEPTIN2 ATG4B ATXN2L STAT3 SEMA4C STX18 GFM1 TNIP2 ATP5ME ZBBX TBC1D10B SLC33A1 METTL15 BUB1 DUS1L YWHAG ZNF778 CDK1 HARS1 RIOX1 IRF2BP1 CHCHD7 KBTBD2 RPS9 DNAJC24 DCDC1 RBKS SCAND1 ZNF581 CXXC5 ZNF570 RPS7 TVP23B JMJD1C ZNF554 TEFM GNB2 BANP HCFC1 MUS81 CFL1 NAA16 RPL38 RELA KDM2A ABCD2 PPP1R3B CHD2 SCAI PLK3 GNG5 TLR1 TRMT10C ZBTB4 ATP2A2 BBS1 MRPL11 MSL2 RIN1 RSRC1 RAB1B UBE2C DDIT3 ZNF408 CKAP5 ARHGAP1 MED16 BANF1 EIF1AD EIF3F ZNF25 POLD4 SUGCT TMEM70 GPR156 AURKAIP1 RUVBL1 SSNA1 ANAPC2 BASP1 THAP4 SCN4B ZFAS1 MIEF2 CD19 RABEP2 JUN GBA CENPBD1 DMAP1 IMPDH2 ZC3H12D PLEKHM3 EPM2AIP1 PARP10 APOLD1 FBXO34 C3orf38 PTPN11 CLK3 EGR3 GCC1 CIITA CDC42EP4 FAHD1 ZDHHC20 CAPS2 NPM1 POLR2A TMEM102 MRPS23 PLAG1 RNF41 IDH2 GET1 UBA7 PLCXD1 NPLOC4 GLRX5 TSPAN10 ZNF721 SRPRA EWSR1 AC138356.1 LINC01547 SF3A3 NDUFB1 CHEK2 ADAP2 CNTN2 C11orf72 TSSC4 SEPTIN9 ZBTB40 INTS5 CDNF ZBTB37 TEDC1 MRPL40 ZFP36L1 UBE2L3 YTHDF3 PTCH1 RNPC3 POLR1D UBE2H HEXIM1 PTRH1 RPS19BP1 DYNC2H1 HSPA14 TET3 TRPV2 TCEA1 LINC00265 DCUN1D3 CENPP KRTDAP CCDC9B ZNF548 ADAT2 PNRC2 WDSUB1 GIMAP5 PPP1R26 ZNF569 IPO4 HDAC2 TCF4 ERI2 HLA-DQA1 SNHG17 ZSCAN16 ARID5A SRGAP1 ZMYM1 KIAA1671 PCBP2 ZNF165 TRIM33 MRPL21 MAP3K5 HNRNPAB ZNF461 NOL8 RPS4X QRICH1 ZKSCAN8 OGA CALM1 MTOR OPA1 TSEN15 TOP1 KIAA0753 APRT RNU6-859P SNORD33 SNORA71D RNA5SP283 TATDN3 C6orf99 FAM229B SNHG5 LRRC37A5P EHMT2 ABHD16A BAG6 NFKBIL1 HLA-C ZNRD1ASP HLA-F ZNF425 C12orf73 C21orf62-AS1 THUMPD3-AS1 RNU6-9 SNORD12C SNORA48 SELENOH TAS2R14 ZNF580 ANKRD39 NDUFS3 GTF2H4 DDX47 LIPE-AS1 MDP1 IRF9 FIS1 EML6 ZSWIM8 IFRD2 SEPTIN7P2 AC141586.1 MYL5 TMEM242 TMEM167B FAM228B SNORD110 RNU2-37P CCDC18-AS1 LINC01058 JPX SBDSP1 GAS1RR ZNF25-DT ISCA2P1 FOCAD-AS1 PARG SNAP25-AS1 SELENOOLP HDAC2-AS2 WEE2-AS1 RPL41 RUNX3-AS1 PATL2 PET100 MIR181A1HG ACBD6 TPI1P2 COL6A4P1 ECE1-AS1 PRH1 MMADHC-DT LYRM9 SMG7-AS1 SNHG7 NKAPP1 LINC01719 CTC-338M12.4 LIX1L-AS1 GAS5 LINC01135 AC002310.1 ZBED5 LINC01275 CDK6-AS1 RNU7-27P RBM14 CASTOR3 RUVBL1-AS1 NME1 STIM2-AS1 BMS1P4-AGAP5 BMS1P4 MRPS31P5 DNAJC25-GNG10 AC091153.3 H2AZ1-DT LINC00461 NEAT1 MGC16275 SNHG10 ZBED5-AS1 AC090061.1 LRP4-AS1 STX18-AS1 LY75-CD302 PDCD6 MRPS31P4 GLUD1P3 MALAT1 ABCA11P MIR3142HG OSGEPL1-AS1 MINCR VPS13B-DT EEF1G BORCS8 STX16-NPEPL1 AP001636.3 LINC02687 GIHCG AL157911.1 HIF1A-AS3 AL359317.2 IQCH-AS1 CENPN-AS1 AC124068.2 AC087500.1 DHX33-DT OVCA2 GTF2I MIR3928 OTUD7B MIR4674 RBM8A MIR4539 SEC22B TXNIP LINC00663 ZNF56 S1PR2 TSNAX-DISC1 YTHDF3-AS1 AL390955.2 HTATSF1P2 LIX1L MILR1 AL024498.1 ARF4-AS1 GTF2IP13 TIMMDC1-DT SLC30A6-DT DCP1A SNORA44 CWC25 ZNHIT3 MIR6853 INO80B-WBP1 MIR4727 MLLT6 SNORD50B MIR6815 FRG1HP MIR7845 RN7SL3 SAMD12-AS1 MIR4434 SRPK1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SRPK1_TARGET_GENES MAD1L1 CIAPIN1 CSDE1 SPRTN MTMR11 MATR3 MRE11 SEC63 CUL3 ZZZ3 SPDL1 OFD1 NOP16 ANAPC4 EIF2AK2 GDI2 PPP1R12A GPBP1 VMP1 ADAT1 CDK13 NFYC DNTTIP2 COASY TIPIN SAR1A SRCAP MOK BZW1 FAM135A HUWE1 NOP14 ERGIC2 COQ9 SNX5 BLVRB SEC22C HDAC6 PSMD5 IKZF5 CDC5L HNRNPH3 POLDIP3 EIF5 CDC25B EMD CAB39L HMOX2 RPGRIP1L HERC1 TTC23 MYEF2 RPS19 GRWD1 EDRF1 TRIM37 RNF167 SLC25A11 UBE2D3 NCAPG EHD1 PRR4 CAND1 DSE MAPK14 CCNC RPL24 NKTR DNAJC27 GORASP2 DARS1 ATF2 SMG7 CDC20 PRDX1 FASTKD2 ANKRD13C FBXL5 CCDC77 HSPH1 SIL1 TARDBP PDS5A KIAA1191 SSR1 EEF1E1 MRPS7 GGA3 CENPB MGME1 MAP2K2 METTL16 STYXL1 COPB1 CCNT1 NOL11 RBM39 COX7B THAP1 RAF1 RFC3 ZFC3H1 ARF3 RELCH NAA35 LTV1 ITM2B IREB2 MARCHF7 RPS6 DBR1 MDH1B PPCDC SLC15A4 DENR RBM26 ETFA FTO RPS2 GAS8 PTRH2 EIF4A3 RPS11 TMCO1 UBR3 SPAG16 GMPPA SLC25A26 MMS22L SHPRH MDH2 TMEM209 AGBL3 NCAPG2 LUC7L2 ZMYM3 NSDHL UHRF2 LRSAM1 BTBD10 SAP18 FSIP1 TMEM18 KIN SLC25A4 SPC25 PLOD2 SMARCA5 AHCTF1 NMRAL1 XPC ZKSCAN2 SAXO1 RRAGA NPTN EIF4A2 PAXBP1 NOL9 TMEM79 SNHG16 ERICH6 RICTOR SLU7 FZD6 GTF2A1 SKA3 ATP5F1C COX11 STXBP4 USP54 RPL27A GOLM2 CDK12 SF1 RAB4A RBPJ ANKRD49 LRRC28 UPF3A NANP HSPA4 TADA3 RAB33B POP7 BANP MRPL57 MICOS10 CNP BANF1 EIF1AD LINC00476 KDF1 WDR73 POLE IMP3 WDR6 NSUN3 DHFR2 PIPOX PUF60 YOD1 C5orf24 ERCC6L2 TM2D3 COPB2 WDR27 C6orf120 PURA ANKFY1 LAMP1 WWOX LYRM7 ZNF286A SRSF10 TSPYL1 SPAG16-DT ACADSB SUPT5H PTPN1 TRAPPC2 ZNF136 PIGN HHLA3 RPL12 MAK16 CD2AP HIBCH QRICH1 RPL10A SCAMP5 SMC5 SMG5 FKBPL SLC35B4 TAS2R14 ZNF337-AS1 RPL17-C18orf32 EDRF1-DT DNAJC27-AS1 TMCO1-AS1 SFTA1P BAZ2B RBM26-AS1 LINC01344 XIST PGA3 HSBP1 TMEM44-AS1 PRH1 SMG7-AS1 RPS28 CTC-338M12.4 AL031727.2 HIGD1AP2 FAM200B ERICH6-AS1 ARPC4 UBE2D3-AS1 BAALC-AS1 AC046134.2 ARPC4-TTLL3 AC005324.3 SNHG9 AC009119.1 MIR3130-2 MIR4470 RPL17 EEF1E1-BLOC1S5 NCOA4 NDUFA7 SMC5-AS1 AP001462.1 MICOS10-NBL1 STX8P1 AL355353.1 AL589740.1 PPP4R3B-DT ZKSCAN2-DT TUBGCP5 GGNBP2 MIR3130-1 RALBP1 AKAP11 H6PD NFATC3 FBLN1 PTPN4 PDRG1 SUGP1 LFNG RAPGEF2 EXOC8 HERPUD2 PFKFB2 GRK4 ATF4 MAU2 SETDB2 ABHD13 ZNF614 HIGD2A CETN2 NRBF2 SPTBN4 TAOK1 RBM15 DCAF16 COL6A3 ZNF219 CHAF1A KSR2 ASXL1 CLP1 AURKAIP1 PXMP2 CEP97 ACTRT3 CDIN1 ZFP91 NHS ALKAL2 SIPA1L1 ATAD3A ASPH RNA5SP65 AL133464.1 C21orf62-AS1 MIR613 MIR933 TMSB4XP4 LANCL1-AS1 GTF3C2-AS1 LINC01440 AC079160.1 SNORD27 RNU6-762P ZFP91-CNTF AC018647.2 RAB33B-AS1 SNORA78 PPP4R3B RNU12 ATOH8_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ATOH8_TARGET_GENES BCAR1 HYAL2 NDST1 MGLL OGDH SH3TC1 CBFA2T3 MRPL34 CHRNA1 RALB RASGRP3 DEPP1 SMAD1 AKAP13 ZNF491 EPOR MDS2 SNAP25-AS1 RN7SKP11 SSTR5-AS1 AC005264.1 CNOT3 EHD1 MICAL2 BIN1 GLRA1 PPP1R18 HTR5A IL34 SSTR5 SVOP MIDN CHD3 MIR7-3HG SIX5 PPM1F-AS1 RBM15_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RBM15_TARGET_GENES DBNDD1 PTBP1 VIM RIPOR1 KLF6 PSME4 ACTB ZCWPW1 HSP90AA1 NCOA1 NSFL1C SLC9A1 MFSD11 BAMBI HIRA XBP1 GTPBP1 RPL3 IL4I1 NMRK1 CXCL12 DDX5 CPSF6 TPI1 MDGA1 PTP4A1 B3GAT2 RPS15 MAN1C1 PHF3 AKAP7 SOHLH2 PROSER1 TENT4B GIPC1 H2BC11 FAM78A IPPK KCNC1 AJUBA ANKRD17 H3-3B WNT2B DAGLA CARS2 OSTF1 IGF2BP3 ARPC5L ABHD13 TLE3 IQGAP1 NLRC5 RPS2 PRPSAP2 CSNK1D ZCCHC2 ABL2 MCL1 ANKMY1 SRPRB LHFPL2 MEPCE UBC RAD17 ING1 EIF4A2 CDC25C FAM131B SRSF2 SPSB3 ATF3 VSNL1 ANXA5 ADAD1 DEUP1 HECTD2 C15orf48 CTNNB1 H1-4 RFWD3 HNRNPH1 SLC25A6 NMD3 KLF13 FOS CHD7 LRRC8D GPR137 DPY19L1 LIG4 CD248 CST6 RMI2 TUBB6 PXMP2 POLE PRDM16-DT TMEM139 FBXO34 PCBP1-AS1 OR2B8P ACTG1 H2AC20 H2BC21 MRPL40 ZPBP2 ESPN DUSP28 SUMO2 NHLRC3 ZNF124 PPP1R26 ADARB1 HNRNPAB H2BC12 SNHG12 CCDC162P TRIM27 ZNF204P NUP62 DNLZ PRCD MIR17HG PTCHD3P3 SCAMP4 DLEU2 SNHG7 LINC01719 SSR4P1 GUSBP5 TICAM2 INSL3 SNHG9 AL158801.2 CEP95 ANP32BP3 AHCYP7 SNORD43 MIR3190 MIR3143 MIR1470 LRRC8D-DT SNORA78 H2BC17 H2BC7 INSM2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/INSM2_TARGET_GENES KDM1A DVL2 SPAG9 CSDE1 CLCN6 NME1-NME2 MBTPS2 MDH1 WWTR1 FHL1 NCAPH2 VIM TBPL1 ALG1 PIAS1 RFC1 LSG1 C12orf4 NOP16 LTBP1 ZC3H11A SPAG4 APPBP2 SPHK2 RPL18 TNPO3 CTSA ERBB3 PDE4A IDI1 TRAM1 DNTTIP2 MEF2A PITX1 LRP6 TMEM260 EIF2B3 RAD18 KDM5A MAP3K13 PICALM ANO8 ANKRD13A ARHGEF1 ARAF ARG2 JMJD4 YTHDC1 SMAP2 ZMPSTE24 MECOM TRIP6 BAX PGS1 ANKRD10 ANAPC5 CFAP61 CDIP1 TFAP4 GOLGA3 OSBPL8 TOX4 SEMA6A SNAP23 DHPS CREM CDC7 TMED1 NDUFB7 TRMT2A RANBP1 CABIN1 TOP3B PACSIN2 TOM1 RBFOX2 MYH9 SDR39U1 EIF5 GINS1 RAB5IF TM9SF4 CDK5RAP1 TBL1X RBBP7 PGK1 MRPS31 NAGPA LMF1 CLCN7 AAGAB IQCH TRIP4 ZNF106 ARHGEF10 ECH1 PPP1R37 TRMT1 TLE6 POP4 YJU2 MRPL4 LIG1 DBP GARS1 TLE4 ELAVL2 EXOSC3 TRDMT1 CASC3 PIGL DRG2 SMARCD2 DDX5 C17orf75 MRPL27 DHRS7B PHF12 SLC11A2 MVK BCL7A METAP2 MAGOHB GPN3 VPS29 COPS7A SUDS3 MED23 NME5 LMNB1 AMOTL2 FRMD4B INO80B NDUFS7 POLE4 HSPE1 KDM3A NFE2L2 S100PBP DNAJC6 RO60 UCHL5 LGALS8 PIK3R3 DR1 RPA2 FILIP1 PHF3 CCN2 MYL12B PTPA NR4A3 ZBTB45 SUPT7L WDR11 ARMH3 HOXB3 KCNJ5 CCDC77 ELF1 NR2C1 TNFRSF10B FLT3 ZNF205 TSFM ATG101 KBTBD4 STX16 NEURL2 EMC3 DTD1 MAX KLC1 NUP214 HNRNPH2 WDR24 ATF4 KLHDC10 HOXD11 ARPP19 DOHH ERMARD GTPBP3 ADRM1 CASZ1 RPL27 RARA EEFSEC USPL1 DSTYK COX16 RBM17 YARS1 USP30 ITGA7 BLOC1S1 AHI1 REPS1 MDM2 ITM2C REV1 SKIL LRRC8A APTX CMTR1 TCF19 IER3 SYTL2 YAP1 GTF2B ASCC1 MYPN SEMA7A CCNG2 GSTCD INTS12 TMEM19 WARS1 TLE3 COMMD4 HMG20A PARN CSNK1D MAPK4 SLC39A3 DPP9 WTIP CFAP74 EPHA2 ZNF593 ITGB3BP CCN1 MTF2 COP1 NUF2 RGS5 TARS2 GABPB2 EIF2D SNAP47 CALM2 WDPCP HSPD1 FANCD2 RPS3A SSBP2 GIN1 PPIP5K2 MTFR2 CREB5 OGT RGS20 REXO4 GTF3C5 FRA10AC1 TUT1 NCAM1 KAT14 CHEK1 VPS51 ALDOA TLCD3B HMGA2 LATS2 PIH1D2 NKAPD1 RAD9B CSNK1G3 SRFBP1 NDUFC2 NUBPL CENPU TADA1 NADK2 SAR1B NUS1 ENAH MRPL39 EME1 BRPF1 SEC13 FZD1 C9orf43 AP3S2 XKR8 FANCC H4C8 CCAR2 RCAN1 ADPGK CALM3 PDXK FAM207A LY6K AP2M1 CLPB LZIC DISC1 PRKCI SLMAP RPP14 SLC4A1AP PITX2 WDR41 NSA2 GFM2 GPR85 YWHAZ NDUFB6 MARCHF8 GTF2A1 TSC1 BMS1 HIF1AN CKB ALKBH3 CCT2 IFTAP PCLAF NEMP1 TSC22D4 ISLR2 CDK12 PPP2R3B ZNF641 UBXN6 TK1 KCTD5 CTNNB1 ZCCHC4 STX18 ACTBL2 SLC33A1 METTL15 SPNS1 DUS1L RNF150 FOS SMAD1 KRT8 KRT75 PFKFB3 TRIAP1 KRT19 MCC ASXL1 ENC1 PLEKHG5 RPS7 JMJD1C TEFM ISG20 RCAN2 GNB2 HOXC5 TRIB1 NMNAT1 MSRB3 SNHG11 C12orf76 PDE12 ZNF408 EIF3F AURKAIP1 ZNF169 WDR25 WSB2 MTHFR POLE TIMM22 PAWR GBA DMAP1 APOLD1 ALOXE3 RAD23A C1orf194 R3HDM2 PSTK EMC3-AS1 SKIDA1 SMG1P3 HOXC10 TSHZ2 LINC01547 CCBE1 CCDC159 SF3A3 GUSBP1 TBL3 TOB2 ADAP2 TXNRD2 CDCA2 DYNLT2 NOC4L MAFF NELFA DDX51 RAB11B ZSWIM9 SEPTIN7P13 BRWD1 EP400P1 PTCH1 CIDECP1 SEPTIN10 ZSCAN30 RNF220 CHP1 ZC3H6 CENPP CLN3 KAZN SLC35E2B SH2D5 GARS1-DT IPO4 MAN2A2 SNHG17 METTL9 ZNF398 H4C3 ZNF165 RPS26 ZNF461 TEAD4 NOL8 SPRED2 MAFK PRC1 RNU5D-1 VTRNA1-2 FANK1 EFCAB7 RING1 PBX2 DXO LINC01556 ZNF425 SELENOH HEXA NDUFS3 IRF9 GANC LINC02085 AC141586.1 LINC00680 BASP1-AS1 TMEM167B VPS52 CCDC18-AS1 LGALS8-AS1 EPB41L4A-AS1 AC009518.1 PLEKHM1 JPX PAWRP1 WDR11-AS1 SMIM2-AS1 GUSBP11 LINC01635 LNC-LBCS MRPL45P2 PPP5D1 ZNF674-AS1 LINC00271 SMIM26 HOXB-AS3 LINC02599 LINC02093 LINC01664 VLDLR-AS1 LINC01010 CDKN2AIPNL CREB3L2-AS1 UNC5B-AS1 LINC01275 NME1 MRPS31P5 WDR92 ETV5 ALKBH3-AS1 DRAIC SEPTIN7P14 LACTB2-AS1 AP000802.1 STX18-AS1 FLJ46284 LINC01411 MRPS31P4 RNVU1-23 STAU2-AS1 HOXA-AS2 AP003119.2 HTD2 AP001107.9 POLR2M ITFG2-AS1 HMBS GATC FNTB SCAT2 CEP95 NDUFC2-KCTD14 AC011921.1 HEXA-AS1 CEROX1 ZNF213-AS1 AP005329.1 SEC22B AARSD1 RAB11B-AS1 NBPF19 LINC01145 GTF2IP20 DCP1A CWC25 RN7SL2 INO80B-WBP1 H4C4 H4C1 H4C2 MRPL45 GTF2IP12 SOX8 KDM7A RHOBTB2 NUDCD3 NCDN SAMD4A ZNF839 PHF20 WDR37 TPR MPHOSPH9 HDAC7 SPEN ELAVL1 NUCKS1 PHRF1 SLC44A1 TCF3 DAZAP1 TFRC NUAK1 KCNQ2 PPP2R5C SMARCA2 SRCAP MEF2C KAT6A SLC15A1 ARHGAP28 RCOR1 MCOLN1 PITPNM2 MYL6 SETD1A KLHL22 RNF215 GCAT EP300 PPM1A SNTA1 MYL12A GLA NUBP1 UBE2I USP31 MAZ STX4 TMEM87A BMF MED26 TNPO2 HBP1 EZH2 GLI3 TMEM248 PRKAG2 ARHGAP21 GLRX3 SMC3 KPNB1 NAGLU KRT18 RAD51AP1 ING4 BACH2 PHF1 FAF2 NUP155 PNO1 CACYBP ICMT ASH1L ARHGEF2 DOCK7 SMG7 ARID1A USP35 GPAM C10orf88 AVPI1 ACAT2 ZFP30 SPOP KHDRBS1 PDS5A ACOT9 GIPC1 CENPK TTC21B INHA OBSL1 PEPD SLC25A23 GZF1 PCSK2 KTN1 ALDH1A2 ILF3 RAB2B C12orf65 UBA1 RFTN1 H3-3B KRBA1 AMPD3 ELP3 BHLHE40 HOOK1 ISCA1 CGA HNRNPA1 ACVR1B TOR1A PIM1 VARS2 FCHSD2 ARRB1 PPCDC ARHGAP24 DUSP6 IGF1R SGSM2 GNAL CBX4 CCDC97 EVI5L RERE KIAA0319L TIPRL DYNC1LI1 NICN1 CENPC PHIP PURB NFIB POLE3 GPR107 DNAJB12 PAK1 PRSS23 UBC ITPR1 WWC2 CACUL1 PTPN14 HOMER1 TMEM251 CFDP1 CEBPG LGI4 OTULIN ENPP3 EPHB1 BACH1 SFR1 TYSND1 ATAD2 ODR4 PAFAH2 PKNOX1 C21orf58 PCNT GBAP1 FBXO27 MEGF6 KLHDC8A PTPN13 HMGB2 DAGLB SALL2 MCM7 NAB2 ELFN2 NXN TSR1 STAT3 VXN MRPL1 HOXB9 CHCHD7 PRKCE JAGN1 GPHN MLLT3 ZNF217 FOXB1 MICOS10 B4GAT1 SH3PXD2B ARHGAP1 NR2F1 BASP1 PXMP2 HNRNPA0 EXD1 PIPOX DCTPP1 RCC1 ZNF609 CAPS2 TMEM259 TSKU AFMID DDX41 TMEM121B CHEK2 PTP4A2 SEPTIN9 ZBTB40 POU3F1 LAMP1 IRS2 KLHL32 ZNF555 ARAP1 C17orf58 HEXIM1 TEAD1 C17orf97 THSD4 LIN54 HMGB1 ZNF140 S100A2 ZNF470 BCO2 ENTPD6 KLKP1 CDC42SE1 ZNF433 ATAD3A SOWAHC FOXJ3 CAPZA2 SREBF2 RNU6-859P SCUBE1-AS1 STK19 PRRC2A CCHCR1 FAM216A HCG27 MIR615 TRAJ7 DYNLT2B GTF2H4 C19orf38 STARD10 SLC35E2A AL390719.1 ZNF433-AS1 PPP3R1 DCDC2B LINC01778 LINC02831 MIR3659HG LINC00337 LINC00431 PRICKLE2-AS3 LBX1-AS1 LINC01132 XPC-AS1 AL139011.1 RASA4CP TPI1P2 CCDC192 RPS18 SMG7-AS1 SEC1P FANK1-AS1 LINC02609 LINC00957 LURAP1L-AS1 TM4SF19-AS1 NR2F1-AS1 LINC00886 RN7SL521P AC141424.1 SNHG3 RAD21L1 LINC02709 NEAT1 CPEB2-DT MARCOL LMNB1-DT HOXC-AS3 ZNF674 MALAT1 LINC02172 LINC01592 AL157756.1 STX16-NPEPL1 BRWD1-AS2 ZNF271P AL050341.2 AC010491.1 LINC01003 AC093249.6 GTF2I AC025682.1 MIR1273C ILF3-DT ZNF790-AS1 AC005498.3 MICOS10-NBL1 AC009549.1 TAF15 HSPE1-MOB4 MIOS-DT MIR4727 NUDT18 CDC5L_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CDC5L_TARGET_GENES RAD52 PRSS22 RPAP3 TSPOAP1 SOX8 ZNF207 DPF1 ERCC1 TPR ARHGAP6 MPHOSPH9 PRSS8 KCNH2 MRPL43 TMCC3 GNA15 ABCA7 CDK13 CNGB1 DAZAP1 CLASP1 ARHGEF1 STXBP2 LRCH4 TP53INP2 CIC MECOM SRRT FUS NECAP1 PCBP4 CCDC80 CARD10 SLC5A1 POLDIP3 TOM1 ARSA ATP6V1D SRP54 LMF1 UBE2I KCNN4 SARS2 NUMBL YJU2 PLIN3 GCDH ELL FBXO24 TWNK PITRM1 PBLD CASC3 C17orf75 HDAC5 MPP2 P3H3 KCTD10 PTGES3 CNOT2 CHD4 C12orf57 NT5DC3 SRSF3 IK HMGCR RASGRF2 NUP155 BBX ASB3 GNLY KDM3A DCAF17 ECE1 PRPF3 SLC8A2 CCNI SET SUPT7L MXI1 PTK2B SPOP KBTBD4 METTL8 INHA OBSL1 BTN2A2 NRSN2 KDM5C KIRREL2 AVPR2 FGD3 PARP2 TTI2 CBFA2T3 RPL36 CALY OSBPL2 CASZ1 NDUFA2 PODNL1 RTBDN CLEC10A TESMIN ATP8A2 TMCC2 KMT5C WDR74 AGAP3 EIF2S1 RNFT2 SYNCRIP GDF11 AOAH BLK TRMO TFAP2A SLC22A7 FRS3 FCHSD2 POU2F3 CNOT6L YARS2 PLCZ1 GID4 ARRB2 FN3KRP CCDC97 COL6A2 PTH2 ANP32E SCCPDH CHAC2 ESPNL ANKMY1 FGD2 LACTB2 NDUFB9 MED22 RPL7A DIXDC1 PIH1D2 NKAPD1 UBC THRB UBE3B SRFBP1 MRPL39 DPH3 OXNAD1 GNAQ PCDH1 SUPV3L1 ATAD2 ODR4 CPT2 C2CD2 SLC37A3 CCDC107 CPAMD8 NR2F6 ITGB2 FTCD CACFD1 SPTBN4 PLXDC1 JOSD2 DNAJB4 KLHDC9 KIAA1841 NIPAL1 POGLUT1 EFHB GYG1 SLC4A1AP PLXNB1 PITX2 ERAP1 RICTOR SP8 ZCCHC24 TSC1 GFI1B TCP11L2 SPRED1 STAT6 TSC22D4 NOD2 TRAPPC9 ZNF146 YIF1B ANGPTL4 ASPSCR1 SLC16A5 GSTA4 SPSB1 ATPAF2 CALB2 VANGL1 MED16 ETV4 VPS37D CAPZA3 CDC42EP4 TMEM259 ANXA2 SF3A3 SCN5A TTC32 PTP4A2 CMSS1 SEPTIN5 ADSS1 LRRC37B PCGF3 SYN3 PLK5 HEXIM1 PLCD1 BAGE2 SEMA4D PALM3 AC091057.1 ALKBH2 ZNF565 NCOR2 PCBP2 SYNGAP1 ADARB1 DDX39B CAPZA2 RNU5E-1 RNU5F-1 RNU1-108P RNU5A-1 RNVU1-22 RNU5B-1 RNU5D-1 SNORD118 RNU4-1 RNU5A-8P RNVU1-34 RNY1 RNVU1-3 RNVU1-6 RNU6-7 RNU5E-4P RNU6-8 RNY3 RNVU1-21 RNU5E-6P RNU4-2 LINC02868 CSNK2B GPANK1 ADGRG1 THUMPD3-AS1 RNU6-1 RNU1-1 RNVU1-30 RNU1-2 RNVU1-15 RNU6-2 RNU6-9 SFT2D2 NDUFS3 LINC02418 UBE2QL1 NPEPL1 PAM16 LINC00339 RNU6ATAC RNU2-17P RNU2-2P RNU2-63P NUTM2A-AS1 NRSN2-AS1 LINC01671 LINC02832 LINC01635 THRB-AS1 TPI1P2 PDE4DIPP6 DNAJB6P3 LINC01719 DDX39B-AS1 SSR4P1 ZBED5 RNVU1-2 RNU7-1 SNORD13 ZBED5-AS1 LINC02268 FAM138E RPL32P3 RNY4 RNVU1-23 RNU6-419P ZNF260 MIR100HG CNPY2 PRANCR LINC02251 DIO3OS SRP54-AS1 UBE2Q2L CEROX1 GFY MIR548AW RNU4ATAC MIR4456 TSPOAP1-AS1 LINC01476 MIR5188 MIR4276 RMRP AC013400.1 RNVU1-25 RIMBP3B RNU11 RNVU1-26 RNVU1-19 RIMBP3 RNU12 RAB7B LINC00869 RPPH1 RNVU1-4 RNVU1-28 RNVU1-2A FAM27B GHET1 RN7SK MIR5087 MPHOSPH8_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MPHOSPH8_TARGET_GENES ZNF200 BBC3 HERC6 DCP1B ZNF530 RPS27L TAP2 LINC01623 LINC02453 LINC02100 FEV_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FEV_TARGET_GENES SNX11 M6PR CFLAR ST7 CROT MAP3K14 ZNF263 ELAC2 CEACAM7 ST7L CSDE1 UBE3C FUZ MBTD1 UTP18 PIK3C2A ALOX5 MTMR11 MATR3 PHLDB1 NCDN NRXN3 AQR RNF10 NDUFS1 SEC63 VRK2 VEZT TBPL1 ARID4A ALG1 VCL ADSS2 RFC1 USP2 RPL26L1 NSUN2 MAT2B PSMA4 TDP1 CAPG CTNNA1 FAM214A MAP4 MRPS10 LTBP1 JKAMP LAMA3 TRAPPC3 NCKAP1 CS VMP1 CA11 MED29 BORCS8-MEF2B RFXANK BTBD1 AP3D1 DGKA ZC3H15 GSTO2 CDK13 ZMYND12 TRAM1 PMS2P4 CBFB OTUD5 RASGRP2 SIRT2 LRP6 PHRF1 GBA2 OSBPL3 FBXW11 AP1M1 PDE8A KDM5A CLASP1 CA12 ENO1 TIMM21 MARK3 FOSL2 WDR62 RAB7A MKRN2 REXO2 RBMS2 MLH1 TRAF4 LRCH4 FAM76B POLD3 JADE1 ARAF MCCC1 HOXA9 NRDC TP53INP2 CDH17 SAR1A FDFT1 STX7 KEAP1 RAB21 SMARCA2 PUM3 CCNT2 ITGB5 TNPO1 ZMPSTE24 TXLNA ZNF213 POMGNT1 EPDR1 TRIP6 OGFOD1 RTRAF TPX2 PDRG1 KIF9 ATRN DZANK1 FUS PAPOLA MRPS33 FLT3LG RBM27 SPAG7 ZC3HC1 DPYSL2 DHPS PSMD5 MRPS18A EFHC1 HNRNPH3 JAK2 PCSK5 LZTR1 TOMM22 RHBDD3 PACSIN2 ASCC2 EIF3D SDR39U1 PRMT5 AP4S1 PPM1A SRSF5 VRK1 PPP4R3A PABPN1 PCK2 ABHD12 GINS1 RAB5IF STK4 PFDN4 MTG2 MANBAL ACOT8 VAPA SMCHD1 INTS6 MGRN1 TRADD NUTF2 DHODH CTCF PSMD7 COG4 SLC7A6 PLA2G15 MON1B HCFC1R1 MPG MTHFSD CLUAP1 AAGAB IQCH TTC23 CD276 BLOC1S6 CSPP1 BRF2 ZFAND1 FZD3 EIF3E MTMR9 ASAH1 HNRNPL SARS2 CLASRP PLEKHJ1 RNASEH2A SF3A2 STX10 IL4I1 TIMM44 PPP6R1 PLD3 PRKD2 DENND3 NAPA SYNGR4 TNPO2 WDR83OS DNASE2 ATP13A1 SIPA1L3 SMG9 RUNDC3B CFAP69 PON3 ZC3HAV1 SSBP1 CASP2 PDAP1 BUD31 PTCD1 MOSPD3 FBXO24 USP42 PHF14 TMEM248 CDC37L1 PLGRKT KDM4C NPDC1 ABCA2 CCDC6 TRIM37 NUP88 DRG2 C17orf75 PSMD11 EZH1 PHF12 UBE2D3 CLCN3 TBC1D19 CLNK STIM2 HSPA8 DNAJC4 CHORDC1 DDX6 PTPMT1 NDUFS8 HPS5 GTF2H1 MVK PTGES3 SH2B3 LTBR GAPDH NOP2 C2CD5 RAB35 TDP2 TMEM14C PAK1IP1 NEDD9 FAM184A SOD2 MRPL18 MDN1 ACOT13 SNX3 BYSL NNT MRPS27 HBEGF CERT1 FAF2 FAM172A PDE4D TCERG1 STC2 ZNF346 TIMMDC1 CLDN16 OGG1 PDCD10 NCBP2 C3orf52 KLHL18 INO80D EEF1B2 KANSL3 RTKN ACTR1B PSMD14 IFIH1 GCA GLS PAPOLG EHBP1 HSPE1 HDLBP DCAF17 SLC25A12 RMDN2 DARS1 SOS1 AAK1 NFE2L2 CEP104 STXBP3 SRSF4 LAMTOR2 AGMAT NR5A2 MRPS15 GNPAT P3H1 EBNA1BP2 BLZF1 DPH5 RSRP1 SLC35A3 MTFR1L NEK2 RPA2 ATP10B HEATR1 PTPA FCF1 NEK9 ACYP1 NPC2 AREL1 ZC2HC1C EIF2B2 NRDE2 ATAD2B CRIPT IDE AVPI1 WDR11 KANSL1 PANK3 MSX2 WDR55 NUDCD1 ENY2 CCDC77 ALG5 EXOSC8 FAM53C SIL1 SOCS2 APAF1 SPOP FAM117A DESI2 CRY2 KHDRBS1 PIK3CA ZSCAN20 POLK MTERF4 SEPTIN7 ARL4A CCDC91 WDR83 ATP7B KBTBD4 NDUFAF4 METTL8 CHPF ZNFX1 NAGK USP22 ZNF576 AARS2 MED20 CDKN1A EEF1E1 BBS2 SLC25A35 ATG4C PANK2 PSMF1 STK35 SNRPB NCLN HNRNPR EIF2S2 CEP250 PDCD2L COX6B1 RRAS NSRP1 PCNX4 L3HYPDH DYNC2I1 CANX PPCS PTPRB ADGRE2 PEX1 MTERF1 PAICS PPAT TUBGCP6 APOL2 SPECC1 PRKRIP1 MRPS12 ORMDL1 TWSG1 EIF2AK4 ELL3 CCDC32 INO80 THAP10 RPAIN FXR2 SEC14L1 LDLR PRKCSH SAFB2 DDA1 PPAN ZNF426 NR1H2 MGAT1 ANKHD1 THOC6 LRRC41 RAF1 ARFIP2 TIMM10B MYBBP1A EEFSEC UTP3 PCBD2 SDF2 NXT1 ACY3 NASP CTNNBL1 ZSWIM3 PEMT TPT1 FAM104A MACROD1 RTN3 DGLUCY IER3IP1 VHL REG4 PSRC1 TMEM106C YWHAQ CDC73 NARS1 RELCH EMP1 BIVM POGLUT2 CARS2 CCNJL TBX3 CCDC146 SRPK2 MTO1 PRR5L ZC3H10 OS9 CD164 AHI1 RAB11FIP5 SMYD5 FBXL8 SP110 MRPL44 TSGA10 EPC2 ISCU SCYL2 DRAM1 WASHC4 SLC41A2 MED4 ITM2B NUP42 TTYH3 BRIP1 KAT7 NDUFB5 MRPL47 TANK KCTD3 WDR33 STAM PRPF4 GARNL3 ANP32B IL33 CD72 TMEM8B ARHGEF39 RPS6 LRRC1 PGBD1 VARS2 C6orf52 RAB30 SLCO5A1 TGS1 ALKBH8 SLTM MAPKBP1 NDUFAF1 HAUS2 LRRC49 TMEM62 ZNF280D GCHFR IFT172 SELENOI ACTR2 SLC5A6 ATRAID SMARCAL1 ASNSD1 SSB IDH1 FAM117B SLC35A5 USP8 SECISBP2L HERC3 ZGRF1 HNRNPD SCARB2 PPP3CA GABARAPL1 ALG10 ZCRB1 VAMP1 TAPBPL SCAF11 LRIG3 PHLDA1 NEDD1 TDG GIT2 MYG1 ESYT1 ESD VPS33A ARMH4 NAA30 MFAP1 TCF12 BNIP2 GTF2A2 COMMD4 HMG20A USP3 ULK3 ABHD2 EFL1 TGFB1I1 RUSF1 UQCRC2 DHX38 TXNL4B KATNB1 KIFC3 RPS2 GALNS NOB1 C17orf80 LRRC46 CLTC IMPA2 NPC1 NARF FBXO15 GRB7 TPGS1 FEM1A MVB12A DPP9 TM4SF5 SH3BGRL3 KIAA0319L GPN2 WDTC1 KIF2C NME7 GPA33 POU2F1 MGST3 TOR1AIP1 TARS2 GABPB2 TAF1A DUSP10 HAX1 ILF2 INTS3 NVL GUK1 CNIH3 PLEKHA6 CALM2 RPS27A ASXL2 LIPT1 UBXN4 GULP1 HSPD1 NBEAL1 DIS3L2 CTDSP1 DYNC1LI1 GOLGA4 PTPRG SLC25A26 TMEM44 MANF FIP1L1 CENPC METTL14 NDUFS6 SRD5A1 SKP2 FBXL17 YIPF5 G3BP1 TRIM41 TNFRSF21 ABT1 TBC1D32 WTAP C7orf50 RBAK CDCA5 SLC12A9 TRIM4 TMEM209 ZNF41 EBP RPL10 ERLIN2 GOLGA7 RPL7 MTDH POLR2K AK3 ZCCHC7 AOPEP UGCG ALAD COMMD3 ADD3 ITPRIP CNNM2 GAS2 LIN7C ARFGAP2 TTC12 NPAT ATM KAT14 CHEK1 MPZL2 HIRIP3 SAP18 MIA2 CCT5 ATPSCKMT UBC ITPR1 UEVLD CSNK1G3 NDUFC2 PTPRO ADAM17 CENPU NBAS CACUL1 TIAL1 BAG3 MZT2B ATP5F1A C18orf25 SH2D6 SUV39H2 NADK2 ING1 ADPRHL1 RPIA CFDP1 IMPACT OTULIN CEP112 RABGEF1 SKA1 FBXL18 AGPAT5 SLC25A28 DBI OXA1L SETD9 ZKSCAN2 RBM45 DEPTOR SLC26A2 PXYLP1 MIDEAS DPY19L4 NDUFAF6 N6AMT1 CCT8 PCGF6 ANKRD9 MTERF3 PTDSS1 TYSND1 UBE2L6 MFSD14A VPS8 BRPF1 EXOG FZD1 CCNB2 UBN2 SPPL3 PAFAH2 DZIP1L FANCC FAIM H4C8 MITD1 AHCYL2 CCAR2 MIS18A GART SON DONSON ADIPOR1 THEM4 MED8 EFCAB14 CCDC107 IQCC SSU72 RSPH1 VAV2 C19orf47 DEDD2 SAFB FGFR4 IER2 ZNF394 CPSF4 DMKN THAP8 TMEM143 SYCE2 RPL26 ASRGL1 UBXN1 RPL29 ZFPL1 CZIB TM2D1 GFI1 WDR26 SLC66A3 CLHC1 COQ8A SMARCAD1 RNF149 NIPAL1 ANTXR2 CGGBP1 ELF3 ARPC2 SSR2 SERPINI1 GTPBP8 C4orf36 ATXN7 CCNL1 ABHD6 APBB2 TTC14 MTHFD2L POLR2H RPN1 SENP2 UVSSA SLBP C1orf50 CCDC51 APEH NAA15 LMBRD2 ADGRV1 CCDC112 GRPEL2 ARSK RELL2 CHMP4C OSGIN2 SUN1 TMUB1 ALDH7A1 COX6C HNRNPK GAPVD1 ZNF367 NOL6 PIGO STOML2 SUGT1 GTF2A1 PRPF18 COMTD1 GHITM STOX1 DDX21 BMS1 METTL17 CCDC186 AGBL2 CEP57 IKBIP USP54 IFTAP IDH3A C16orf46 TMEM41B ZNF143 ZNF3 RIMKLB SEC11C IQCD NDEL1 BLCAP AP1G1 MARF1 PPIB VPS39 STAT6 PATL1 ATP23 MRPL16 PHB GOLGA2 COQ4 CDK12 IRGQ CACNB3 SERTAD3 ZNF526 HDGFL2 ZNF444 HSD11B1L CD320 NDUFV1 TMEM68 FADD SAC3D1 SETD5 RNF187 GLYCTK DNAJC7 MMADHC H1-4 SEPTIN2 ATXN2L POLR3D NDUFS5 TET2 GFM1 LRRC28 JMJD7-PLA2G4B UQCRFS1 CSNK1G1 ATF5 UBE2V2 CD2BP2 LMAN2 PRELID1 RASSF6 SLC38A11 PCBP1 INO80E DFFB TMEM266 ZNF764 ZNF747 TMEM192 TMED10 SMAD1 GPRC5C DNAJC18 PYM1 HOXB9 KIF5B RPS9 TSEN34 NDUFA3 OSCAR TPT1-AS1 DNAJC24 DCDC1 C9orf16 ZNF672 JUNB MRPL36 ZNF581 WIPF2 ENC1 ATF7IP HDAC3 WDR87 MLLT3 RRM2 MTBP TEFM MRPL13 DPAGT1 POP7 C2CD2L GNG12 AFF1 CHCHD1 ZFAND4 CFL1 NAA16 SP3 ANKRD13D MYD88 LCLAT1 HECTD4 HSPA6 TRMT112 KDM2A ESRRA AHSA2P MAP3K11 DAG1 SMARCC1 ADGRF3 SLC19A1 UQCRH PHC3 CBX2 XXYLT1 ZDHHC24 ZWILCH SNAPC5 C12orf76 SLC29A2 LARP7 CATSPERD VCPIP1 MRPS22 CTDSP2 CKAP5 MED16 BANF1 EIF1AD EIF3F ZNF25 CLTB RFESD LINC00476 KDF1 B3GNTL1 ZNF169 SFN SWI5 ARL4D ATAD5 RTTN VSIG10 PXMP2 SMCR8 SLC38A9 ANO6 MAN1B1 TOP3A ZFAS1 MIEF2 NECTIN3 DMAP1 SH2B1 PLEC TMEM11 ZNF354B ZFAND2A FAM220A SLC25A20 COX5A GAK RMI1 SNX18 AURKB C3orf38 PER1 FARSA CALR CLK3 SHARPIN GCC1 MAF1 PIPOX PCBP1-AS1 DCTPP1 ZNF771 PSTK RCC1 FGD6 TIGD2 LRRC57 EHMT1 GPR3 SLC2A4 ADO PRKAG1 GINS3 TMEM259 GET1 TRAPPC6B GLRX5 LINC01006 ANXA2 ACBD3 EWSR1 ZNF623 UTP11 PRR14L HMCES UPP1 KCTD16 BTBD9 C11orf72 TSSC4 COPB2 XPOT AMER1 IMMP2L BRF1 INTS5 RPS27L PURA ZNF445 ZBTB37 TEDC1 MRPL30 FAM174B INKA1 SHC4 GNB1L SETD4 LRCH3 CDIN1 ANKRD46 C2orf76 PPP1CC TPCN1 HEXIM1 TRABD2A TMEM216 ZNF546 RSBN1L IFT140 SPRY4 TMEM203 ANKRD19P GPR89B HYKK CENPP PLSCR1 H2AX SRSF10 CC2D2B SAXO2 RBM34 TMEM198 BCL2L15 SF3B3 RRP7A KIAA0895L ZNF79 TUBB WDR5 LONP1 PTPN1 ZNF502 AMZ2 SNHG17 STRN3 ZNF252P SRGAP1 ANXA4 SERTAD1 ZNF398 PCBP2 PCNX3 ABCB8 SND1 SLC22A5 IPP RAB40C PIGN CDC42SE1 ADH5 C1orf122 NOL8 CCDC151 ZNF335 GRK6 HIBCH ZNF770 SZT2 QRICH1 SPRED2 MDM4 CALM1 TTC37 MSRB1 RASSF9 MTOR ARHGAP11A KTI12 SMC5 PRC1 NOS1AP APRT SMG5 PJA2 SNORD118 SNORA33 RN7SKP193 RNU6-450P RNU5E-4P RNY3 COX20 C1orf53 ADD3-AS1 SYS1 ASAH2B MRPL38 HSPA1B MICB DHX16 AC008429.1 IGFL2 C12orf73 TRIM13 CCNI2 PSMB10 PRR13 CNEP1R1 RNPS1 DNAJC19 THUMPD3-AS1 RNU6-2 RNU6-9 MIR616 MIR320A SNORD12C ZNF580 NUP62 CHUK SIPA1 NDUFS3 ATF6B GTF2H4 LIPE-AS1 REPIN1 MYCBP LINC02026 AMZ2P1 TTC41P APTR BBIP1 FAM185BP POLR2J4 CD27-AS1 HOMEZ MIR17HG TMEM167B IFI30 RAET1K XKR9 FAM185A VPS52 LAPTM4A-DT CCNT2-AS1 LINC01133 TANK-AS1 SMIM13 HMGB3P22 TAF1A-AS1 ERCC6 ZNF25-DT ENTPD1-AS1 SRRM5 WDR11-AS1 SPAG5-AS1 WEE2-AS1 SEPTIN7-DT AC076966.2 RPL41 PANK2-AS1 PRRT3-AS1 ENO1-AS1 ITPR1-DT RPS18 IDH1-AS1 TMA7 GNG12-AS1 GRHL3-AS1 PET117 LINC00167 LINC01719 LINC00513 DEPDC1-AS1 FAM133B ELF3-AS1 GAS5 LINC02331 LURAP1L-AS1 AC087294.1 AC002310.1 LINC01814 ELFN1-AS1 SETD4-AS1 RPL34P1 ANO7L1 UNC5B-AS1 KIFC1 AL354863.1 SNORA84 ALKBH6 STPG4 AP001625.3 STIM2-AS1 SMKR1 ISY1 LINC00886 RN7SL521P PLCXD2 AMACR NECTIN3-AS1 AP5Z1 SOX2-OT PPAN-P2RY11 JMJD7 PPIEL DDOST MALINC1 USP2-AS1 AC124242.1 FAM111A-DT LINC01184 RAB30-DT AP002026.1 LACTB2-AS1 FZD4-DT AC079089.1 AC096746.1 UBE2D3-AS1 PGAM5 SNHG10 GPRC5D-AS1 MARS2 NNT-AS1 MARCOL ACTN3 AC046134.2 LINC02405 CASC11 ZNF564 PVT1 ATP6V1E2 SNHG21 SNORD27 RNY4 HOXA-AS2 CLDN23 PINX1 AL157756.1 SYS1-DBNDD2 BORCS8 DPP3 ANKHD1-EIF4EBP3 SNHG9 EID1 GAU1 UVRAG-DT AP002748.4 SNHG1 DENND5B-AS1 AC156455.1 PSMA3-AS1 FNBP1P1 RTEL1 AL160314.2 AL157911.1 SEC23A-AS1 AL132639.2 NDUFC2-KCTD14 AL050341.2 CD2BP2-DT AC009065.4 AC036103.1 LINC01572 AC106779.1 AC010491.1 ISY1-RAB43 OVCA2 ZNF213-AS1 RNU4ATAC MIR4638 MIR5696 AC132938.3 SEC22B EEF1E1-BLOC1S5 TXNIP MIR4482 AC002116.2 AC119396.1 AC132192.2 MAN1B1-DT AC010531.6 GAS5-AS1 NCBP2AS2 HSPE1-MOB4 LIX1L MAN2A1-DT LINC01749 HNRNPD-DT CHASERR RBAK-RBAKDN C2orf15 CDC37L1-DT WDR5-DT AC009275.1 SNORA78 SUGT1-DT RN7SL2 SNORD28 AATF H4C4 H2BC10 ZNF426-DT FLJ30679 SCAANT1 MIR3651 METTL14-DT CFTR LASP1 ADIPOR2 CYB561 CELSR3 LRRC23 ZFP64 TYMP RTEL1-TNFRSF6B FUT8 YTHDC2 BCAR1 FAM160A2 PHPT1 AHRR SLC12A2 ABCA7 PMS1 ERBB3 KLF6 IP6K2 NDE1 SART3 TPD52 EDN1 MLLT10 SLC35C2 MAGI3 OXCT1 UIMC1 EDEM2 PCBP4 MYL6 HSP90AB1 PPIL2 TTLL12 TNRC6B AHSA1 MROH8 LPIN2 CENPT ESRP2 RAB11A RPAP1 GDAP1 EMC2 UBXN8 PPP1R37 PEX11G LSR ITGB8 STAG3L4 KAZALD1 SHOC2 PSMD3 RGS9 NDUFC1 HTATIP2 HIPK3 FOXM1 SLC38A1 ASCC3 VEGFA TENT5A MAN2A1 CLINT1 PPP2CA ABHD14B ABHD14A-ACY1 FOXP1 TP53I3 LANCL1 THADA CAPZA1 RLF HMGCL RHOQ TCP1 COPS5 RDH10 MORF4L2 COQ8B SLC25A19 MBOAT7 TRIP10 GPR108 FAM110A GDF5 PRDX5 BEST3 UQCR11 CDHR3 FOXP2 KLHDC10 PSMG2 AJUBA ASH2L THEM6 GDF15 JUND LRP3 ACSS2 DNAJB1 TRIM5 TMCC2 CEP20 C1QTNF6 PPHLN1 NAV1 EGLN1 VILL GPNMB FPGS HINT2 KIF23 PPM1B NAB1 COX17 ETV6 NDUFA9 MMAB NUP58 ZNF740 SBNO1 TLNRD1 ARMC5 ARHGDIA TXNL4A RPL13A ZNF593 DTL RHBDD1 RETREG2 OSBPL11 MMUT GNA12 LAMTOR1 DHX37 VIPAS39 TDO2 RASGRP3 SAR1B MOV10 C8orf37 ATP5MPL CLDN12 PEX10 GRHL3 ZC3H18 MRPL10 SLC37A1 NDUFV3 UBQLN4 MAML1 CCNF RPS6KA4 C1orf74 IWS1 WDR82 CAGE1 TENT2 GALNT10 PTTG1 PGAM2 RPP25L PCF11 UBTD1 ISCA2 DEPDC4 API5 NUDT13 C11orf65 HSP90B1 FAM111A STX3 NYAP1 TRAPPC2L TUBA1C FTH1 SLC3A2 CNNM3 UGP2 NUDCD2 FAM98B PTGER4 PTEN ZNF131 MUS81 VANGL1 PPP1R3B PEAK1 JUP NET1 UBXN2A RPL4 FZD4 PTPN2 PAWR RIC8A ASB8 BOLA1 SPINK6 EPM2AIP1 SAMD4B PRKRA PLAG1 COPG1 LINC00471 TNRC18 ERCC6L2 TP53TG1 ZSCAN22 TTC3 BEGAIN ADAP2 SEPTIN9 BRI3BP SEMA4B PRELID2 BTN3A2 ZNF395 COMMD6 FAM111B ARID2 SH2D5 MYBPC1 MYO6 LINC01560 S100A2 ZNF700 STMN3 LTN1 MIRLET7I SNORD32A C6orf99 SAMD13 PPP1R10 TBC1D8 RNU6-142P RNU6-952P RNU6-808P PPIAP68 ST7-OT4 EML6 RTL10 AL109918.1 PPIAP31 H2AC10P CUTALP PAICSP3 LINC00511 SMIM2-AS1 STK4-AS1 FALEC FAM174C RGS17P1 THBS3-AS1 DNAH8-AS1 MORF4L2-AS1 LINC00229 EPCAM-DT INTS6-AS1 LINC01852 RPL13P5 RNF139-AS1 EXTL3-AS1 LRP4-AS1 LINC02435 AC034243.1 ALG11 FLJ20021 ZNF252P-AS1 GATC LINC02313 SEPTIN7P1 AL606760.3 AC072061.1 LINC02166 C16orf95 AC109347.1 AC005730.2 SEPTIN4-AS1 AP001033.1 MIR5700 KLF14 CBX3P2 MIR4512 MIR5695 TIMMDC1-DT MAP3K4-AS1 H3C8 SNORD22 LINC01232 ABALON LINC01144 ZBTB18_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBTB18_TARGET_GENES LASP1 ST7 REXO5 CACNA1G TRAPPC6A RHBDF1 POMT2 CD9 APBA3 PTBP1 PLAUR ANLN WIZ BRCA1 ERCC1 DDX11 GPRC5A SNAI2 RNH1 SEC63 KPNA6 PIAS1 RFC1 ZZZ3 TUBG2 TNC AP2S1 PHKA2 ADAMTS6 ARID4B PLEKHH1 ATG5 TMCC3 DNAJC25 PSD GPBP1 CA11 TAF11 WDR3 PKN2 MAP2K4 ZMYND12 LRRC40 NEO1 NUP133 NUCKS1 NDST1 RAD18 MGAT4A AFF4 NDE1 SMARCE1 KDM5A ATP2A3 ANO8 ZNF37A PLD1 REXO2 ANKRD13A FGFR1 PPP2R5C CIC KEAP1 RBL1 PCNP WDR70 EPB41L3 AGBL5 TTC39A RAD54L NFX1 SRRT ADAMTS2 NID2 FKBP1A MAPKAPK5 ARHGAP4 TFAP4 USP48 PLEKHG2 WDR7 TXNL1 SEMA6A HDAC6 CBX5 SUCO HNRNPH3 TMED1 SETD1A NDUFB7 TRMT2A RANBP1 CRKL BCL2L13 MICALL1 HSCB CBX7 DDHD1 GSTZ1 SNW1 C14orf93 TTI1 RPRD1B CHMP4B MYOM1 WDR13 GLA CDADC1 INTS6 LYRM1 CENPT PLA2G15 MPG RPGRIP1L CDIPT DNAJC17 SPG11 SGK3 ZFAND1 ARHGEF10 KLHDC4 HNRNPL PPP1R37 TLE6 POP4 TIMM50 GPI TGFB1 MRPL4 RPS19 RABAC1 USF2 KXD1 BET1 TTC26 OGDH MET GARS1 PTCD1 PCOLCE LSM5 TSPAN13 LHX6 MAPK8 SPOCK2 PITX3 NEURL1 MAP3K8 GLRX3 SHOC2 RUNDC3A PSMD3 RGS9 RNF43 PIGL DRG2 AKAP10 NAGLU VAT1 RAB34 FBXW7 UFSP2 CCDC34 PRDM4 CREBL2 SLC38A1 PTPN6 LDHB HCFC2 TMEM14C GCNT2 MAPK14 ZNF451 MED23 CRYBG1 PDE10A TBP BICRAL CERT1 POLR3G OGG1 ARMC8 FGF12 FRMD4B GORASP1 SPCS1 PIKFYVE GTF3C2 TACR1 CCDC88A STAT1 CCT4 STK16 BIRC6 NOL10 RND3 PCYOX1 NFE2L2 SCP2 S100PBP TRIM62 SLC35D1 PRDM2 SRSF11 MAP7D1 MRPS15 KLHL12 RSRP1 NEK2 HMGN3 DCLRE1B LDAH RBM18 TGFB3 SLF2 GPAM CCDC77 NR2C1 GLT8D2 APAF1 ADRA1A AKAP1 ADGRB2 FABP3 POLK ZMIZ2 SLC25A51 NEUROG3 COQ8B PEDS1-UBE2V1 WRNIP1 TBCC CDKN1A NUP153 AHNAK HS3ST3B1 DTD1 RRBP1 ZNF133 PCNX4 ZBTB1 NUP214 HNRNPH2 PPCS KDM4B MPST TST EMC4 GAD1 HOXD11 ALDH1A2 CHAC1 LOXL1 SHBG MTUS1 KCNA5 TOMM40 RPL36 GTPBP3 MRPL34 PXDN DNMT1 MPP1 ZNF331 UBA1 RPL27 PIAS3 FBXW9 PRKAA1 UBE2G1 TRIM47 GPR12 TMTC1 SARAF COX16 EDEM1 EMC7 AP4B1 RPS15A YARS1 ERCC5 APC TRAFD1 ORC3 PHF21A NAT10 STX11 MDM2 URB2 TAF5L DNAJB2 GCC2 VEZF1 APTX LRRC1 RIPK1 NRM C6orf52 STRA6 TTLL7 LRPPRC IDH1 ABI2 HERC5 COPS4 HNRNPD SLC39A8 CPNE8 AMDHD1 LNX2 CBLN3 STON2 WDR20 TCF12 HMG20A BBS4 PCSK6 CCDC33 PARN FTO DEF8 MED9 ZNF287 PRPSAP2 C17orf64 PELP1 SAT2 ASGR1 TMEM91 AKT1 PGD ITGB3BP PTPRF PPOX CRABP2 HDGF TARS2 SUSD4 SLC27A3 SDE2 CNIH3 HNRNPLL ZNF514 VGLL4 CAND2 TRPC1 ATP10D SSBP2 IQGAP2 MEGF10 ABT1 RARS2 CDCA5 TLK2 POLR2K EIF3H UTP23 NAPRT CDKN2A NTRK2 MRRF NOTCH1 ZC3H12C NCAM1 MBIP NUBPL PARP8 RABGAP1L GPR180 LMNTD1 SREK1IP1 CWC27 CARHSP1 RANBP2 PTPRD ENPP3 MIA3 CCSAP SKA1 PIP4P2 TTC39B PPM1J KDM8 TMBIM4 KCNMA1 NDUFAF6 CCT8 BACH1 TYSND1 NSMCE2 BRPF1 FCHO2 ZC3H18 DEDD FBXW5 CFAP298 PAXBP1 SV2A RCAN1 SNF8 GPBP1L1 TMEM69 ZNF233 WDR4 NDUFV3 HSF2BP RRP1B MED27 CRTC2 LY6K VPS28 MGAT4B DMKN FDXR ITGA5 TAMALIN SYCE2 ZNF653 NTN3 ZFPL1 DNAI3 ATF3 BROX GLB1L SERPINI1 PPM1K CCNL1 APBB2 U2SURP ZNF589 ANAPC10 ABCE1 PRMT9 ARSK KIAA0895 STEAP1 CHMP4C DLC1 PHAX WASHC5 LRR1 RPL36AL ARF6 FUNDC2 PIP4P1 PSMC3 CCDC38 SVOP IKBIP RPUSD2 ZFYVE19 NOLC1 C11orf65 PRTG PRKCB AP1G1 MARF1 TSC22D4 TBC1D16 ZNF23 ZNF226 TPM4 NIBAN3 TP53I13 NCKAP5L RAB4B ZNF146 SLC43A2 HSD11B1L RCOR2 MLST8 FTH1 TTC21A DDIT4 MMADHC BDKRB2 HJV VWA3B ANKRD49 LETM1 STXBP6 VXN LMAN2 METTL15 UGP2 TRIM56 KLF13 NSG2 PRDM10 SP7 KCNS3 FOXN2 USP32 LSM3 TRMT61B CHST11 MCC CDK5R2 RAB4B-EGLN2 ORMDL3 ZNF131 TMEM134 COMMD1 STOX2 MAP3K11 C1QTNF1 CCS SLC25A30 C12orf66 VWC2L MFSD4A BRMS1 MICOS13 SEZ6L2 PARL HIGD2B ATG13 MCTP1 UCP2 HOXD8 JAKMIP2 SPRYD4 C8G SIX5 ZDHHC13 ZDHHC22 TGIF1 GBA ANXA2R NDUFAF3 SNX18 RCC2 ZBTB18 SERTAD2 HARBI1 PSMG4 GREM2 BBS12 TMEM45A ACBD4 GINS3 TMEM259 FIGN PGBD4 NPLOC4 NXPH3 TSKU MAFA C1orf116 CNOT10 CCDC159 PSMG1 TRIM52 TBL3 CHEK2 SNRNP35 CMSS1 KRBA2 SEPTIN9 NOC4L F8 ANKS1B DDX51 ATP6V0A2 L3MBTL1 INKA1 ZNF829 AIDA CENATAC POLR1D LINC00643 MIR22HG EPOR SPRY4 TRPV2 ZNF383 PLSCR1 ZDHHC9 RBM34 NDUFA4 BLOC1S3 ZNF79 GARS1-DT ZNF565 PTPN1 EPHB4 NCOR2 GDAP2 TPK1 MAN2A2 SULF2 TTC30B ERI2 ZNF33B S100A2 PCNX3 C5AR1 ATAD3A MYO1C DNM3 SPRED2 ZNF26 ZNF568 YTHDF2 NBR2 TTC37 MTCO3P12 MT-ND4 SREBF2 MIR425 EFCAB7 LRRC37A5P DAXX MRPL38 STK19 DXO ZBTB12 PRR3 GNL1 HCG9 ATXN2 C12orf73 C4orf47 C21orf62-AS1 TMEM200C VGLL3 XKR4 RNU6-2 MIR191 MT-TY MT-TT DENND1B MXD3 RPS29 GALT C19orf38 BBIP1 CDIPTOSP TOMM6 LINC00680 DHRS4-AS1 MIR1284 UBA52 LINC02593 CETN4P JPX ENTPD1-AS1 PTPRD-AS2 RABGAP1L-DT LINC00355 OST4 HM13-AS1 ZNF341-AS1 SPRY4-AS1 DIRC3 HCG25 SSBL3P1 NKAPP1 CNIH3-AS2 H3P32 RPSAP31 MAPKAPK5-AS1 ZSCAN31 LINC01275 AL391832.2 RNVU1-2 CDKN2B-AS1 PEDS1 LINC02614 ATP5MF PISD MRPL20 RN7SL832P DNAJC25-GNG10 AC091153.3 NEAT1 DDX11-AS1 ZNF585B PPM1K-DT AP000802.1 TRIM52-AS1 ACTN3 ATP5MF-PTCD1 TRGV7 RN7SKP11 AP003119.2 CENATAC-DT AC156455.1 BCDIN3D-AS1 ATXN2-AS AC079313.2 AL157911.1 PCSK6-AS1 LINC02846 WFDC21P AL603832.2 GAN LOXL1-AS1 AC007114.1 MIR3190 MIR4674 CFAP298-TCP10L SEC22B KCNJ2-AS1 S1PR2 ZNF224 NBPF12 AC010271.1 MIR4453HG AC010240.3 AC008972.2 LINC01145 HNRNPD-DT CWC25 MIR4727 RNVU1-27 ZNF2 LINC00869 GGNBP2 AP003733.3 LINC00602 LMLN2 PSMB1 MMP25 RANBP9 TSPAN9 ALOX5 TRAPPC3 CTTNBP2 SIRT6 WBP11 COL16A1 ZBTB25 LTBP4 DLL3 ORC6 UNC13D HOOK2 CEP170B MYH9 NFATC4 ZMYND8 ADNP AHCY TSC22D1 LIG1 RPA3 GLI3 FBXL15 RECQL5 ST8SIA1 SMAP1 PDCD10 COL7A1 ACVR1 F3 DDX54 RUNX2 PSD4 DYNLRB1 HP1BP3 TNFRSF19 FOXP2 GAMT TUBG1 MCCC2 DHX30 ZNF280D GCHFR LBX1 SEC31A PDE5A ATP8B2 GFRA3 PRIM2 CACNA1C TMEM123 GGPS1 PSD3 TATDN2 AUTS2 NBL1 SON AGPAT3 CYGB DHRS3 ZNF326 TGFBR2 ARHGAP12 PHB SERTAD3 AXL IFFO2 PEAK1 ZDHHC24 RAB1B ASPHD1 ZNF654 SLCO3A1 DALRD3 ARHGAP45 CCDC87 MEX3B MRPL54 ZSWIM9 MORF4L1 GCNT1 DCUN1D3 NKAIN2 MT-ND6 MT-CYB DENND4B STKLD1 EGFEM1P SNORA80D MT-TA MT-TN MT-TC MT-TE CHCHD2P1 GEMIN8P4 UBAC2-AS1 AL669831.3 ANKRD18B HSBP1 DLEU2 LRRC8C-DT INTS6-AS1 NALT1 TMEM250 A2M-AS1 MTND5P11 RNVU1-23 AC106820.2 AC009119.1 LINC01227 AC022167.4 MIR5695 AC061992.2 LINC01775 AC025181.2 DUSP14 BLACAT1 PHB2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PHB2_TARGET_GENES NFIX CLEC16A RIPOR3 PRSS8 TMCC3 DAZAP1 EXOSC7 RUNX1T1 TNS1 DDX1 FAM234B CASS4 CPXM1 AAAS MARCHF2 KLHL22 NXT2 AQP8 HOMER2 ERCC2 LYL1 TRMT1 RPS16 YJU2 PLEKHA4 ARRDC2 FKBP8 TFR2 BCCIP UBTF PIGL ASIC1 CHD4 ACRBP UHRF1BP1L CHPT1 HDDC2 NUP155 CHMP3 MIIP SLC8A2 SFRP5 SPINK4 NFE2 ARFGEF2 RBPJL UROD KIRREL2 WNK4 ATG4D RFX1 CA1 RNFT2 AHI1 NPL DNAJB2 TBC1D4 USP20 HEMGN RUSF1 CLTC PPOX SDE2 GUK1 RHBDD1 NFKBIE FAM83A TKFC PIK3AP1 MEGF11 WIPI2 PTMS TEPP UBASH3A G6PD NACC1 POGLUT1 ACSL6 ZCCHC24 GFI1B TCP11L2 GARRE1 MYO5B AXL TRAPPC9 NLRP7 ZNF83 ZFPM2 GYPA FAXDC2 S100Z SPATA5L1 EXOSC10 BSG RABEP2 PRKD1 PLA2G6 SEPTIN9 PDE6G LAMP1 C17orf58 UROS MAN2A2 GMFB GYPE TBKBP1 MFAP3L RNA5SP324 RNVU1-32 UCA1 MIR1205 LINC00431 CRPPA-AS1 PISD CCDC137P NME2 KLRK1-AS1 MEF2C-AS1 SRD5A3-AS1 GYPB C8orf37-AS1 HMBS CEP95 MIR4729 MIR4252 MIR4766 AC079466.1 SIGLEC27P RNVU1-26 ATP2B4 CNGB1 ASIC4 MCAM PPP1R15A HDAC6 RANBP1 CRKL DAAM1 NECAB2 CPQ CHCHD2 RNF43 EHD1 C11orf21 IL1R1 KCNQ4 FOXO3 PREX1 SIN3B NECTIN2 DDA1 ENAM TESMIN TMBIM1 VILL SLC22A7 IQGAP1 NIPSNAP2 SMG1 CAMK2N1 FCMR RPL22L1 RHOBTB3 DNAAF5 YPEL4 TCP10L2 ARF4 CLP1 EGFL7 UBE2O DNHD1 TBL3 FOXO4 SYN3 AGRN SPTAN1 TMEM116 RNU5F-1 RNY3P11 RNU6-169P TATDN3 CCDC162P UQCC3 RNVU1-14 UBE2QL1 SNORD3J KRTAP1-3 RN7SKP192 RPS21P8 SSBL4P GET4 ABT1P1 WWC2-AS1 MIR4441 BAHCC1 LINC02772 RNVU1-19 MIR4659B ZNF184_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF184_TARGET_GENES NFYA MAD1L1 ICA1 PLXND1 FKBP4 CIAPIN1 ITGA3 ITGA2B ZNF263 SCIN CDKL3 MARK4 CEACAM7 BAIAP3 SEC62 RPS20 DYRK4 MRC2 NME1-NME2 SYT7 SEMA3B DDX11 CAPN1 MATR3 ZNF582 PHLDB1 ZFP64 MRE11 AKAP11 SEC63 VRK2 ARID4A APBA2 ZZZ3 CLEC16A PHF23 OFD1 CLPTM1L PRSS8 RC3H2 PARP12 MXD1 RPS17P5 VMP1 INTS13 CNN2 DDX20 ZNF76 ADAT1 MYLK ELAVL1 KDM4A NFYC RRP15 COASY MEF2A PRR11 BCL3 SMG6 AP3M2 DAZAP1 FAM50A TFRC STK10 SCARB1 MOV10L1 ANO8 TIPIN BAZ2A MLH1 ARHGEF1 PPP2R5C ZCWPW1 VDAC3 RUNX1T1 KEAP1 DNAAF6 SRCAP HSP90AA1 RBL1 DLGAP4 IGSF9B LRP2 BZW1 FAM135A SEMA5B XPO1 ITGAE FAT1 APLP2 CAD MECOM HUWE1 ACHE SRRT PSMC5 UIMC1 NOP14 GNAS ERGIC2 PTPN4 SLC15A1 COQ9 SNX5 KCNH4 NECAP1 LTBP4 MAEA TFAP4 DNAJB11 PLEKHG2 NLRP1 TMEM101 PSMD5 CRAT IKZF5 CREM CDC5L HNRNPH3 ACOT7 MYO9B CATSPERG MARCHF2 PES1 TOP3B CYTH4 PHF5A ACO2 SDR39U1 HIF1A EIF5 PAPLN DCAF11 GSS ADNP CDS2 E2F1 PXMP4 DNTTIP1 CELF4 TBL1X CCDC22 RENBP MTMR8 FMR1 EMD MAGED2 TSC22D1 MGRN1 GDPD3 N4BP1 VAC14 NME4 UBE2I TRIP4 TTC23 INTS9 POP1 GSDMD INTS10 CLPTM1 CLASRP KLC3 FCER2 YJU2 TBCB FSD1 POLR2I TJP3 APLP1 CCDC9 RPS19 BABAM1 TYK2 RABAC1 GCDH FKBP8 SUGP1 SCN1B ZNF574 OGDH MET FKBP14 PLEKHA8 TMEM248 GCK AKNA DNM1 RAPGEF1 PHYH ACBD5 TFAM ZMIZ1 UBTF RAPGEFL1 RGS9 MTMR4 KPNB1 RNF167 SLC25A11 DRG2 FTSJ3 SMARCD2 PEX12 ABCC3 PRKAR1A WSB1 UBE2D3 CLCN3 GALNT7 NCAPG FNBP4 VWA5A NECTIN1 SLC15A3 ACCS MDK SLC22A18 SOX6 PSMD9 P3H3 CSRNP2 SH2B3 RFC5 COPZ1 CAND1 CHD4 UHRF1BP1L PRKAB1 PHC1 FGFR1OP2 HDDC2 MAPK14 STK38 MDGA1 CCNC PTP4A1 RPS12 SLC29A1 HMGCS1 IK ARRDC3 RAD1 BRIX1 NUP155 CPEB4 DBN1 ZNF346 TBCCD1 SLC41A3 MAPKAPK3 ABCC5 DGUOK NCL RPS15 STAT1 PECR EFHD1 HSPE1 STK16 HPCAL1 ODC1 GORASP2 THADA DNAJC16 ICMT ERRFI1 S100PBP ASH1L GON4L MAD2L2 DNAJC6 KIAA2013 SMG7 TMEM9 RBBP5 CDC20 B4GALT2 PRDX1 TSPAN1 NEK2 RPS6KA1 NSL1 ARID1A KMT2A C1orf54 CFAP94 ANKRD13C FBXL5 MED28 CCNI DYNC2I2 PTPA PHF19 ALG2 ATL2 SMNDC1 C10orf88 KCNIP2 WBP4 ELF1 ETF1 SIL1 TARDBP LRAT ABCC11 CEP89 ZSCAN18 ADGRB2 TMEM156 ACVR2A OPN4 SHLD2 SEPTIN7 CCZ1 CCDC91 ADGRE5 RAP2C ACSL3 DNPEP INHA OBSL1 ARFGEF2 RBPJL USP22 BTN2A2 OARD1 TCP11 CNOT1 GRK4 CHCHD5 ALKBH7 MED1 GPCPD1 SNRPB NRSN2 MGME1 MAP2K2 SIN3B SLC35E1 EPS15L1 METTL25 STYXL1 PAICS PPAT MKLN1 ICE2 DLL4 PIMREG CD68 ATP1B2 CCNT1 KLK10 EGLN3 NRL ASH2L TTI2 MAU2 SYT5 PRKCSH NECTIN2 GTPBP3 ACTN4 GDF15 TRPM4 COL5A1 ZNF317 DNMT1 PNCK ZNF236 NOL11 CASZ1 EPS8L1 RBM39 ZNF428 CHMP1A COX7B CAPN7 MGAT1 NDUFA2 TMEM204 THAP1 FAAP24 UTP3 RIDA PCED1A PCNA OSER1 XPO4 SLC39A11 WDR74 MYO18B IMPA1 CCDC59 ARNTL DGLUCY ARF3 RSAD2 CMPK2 TIMM17A RBM17 DDB2 YARS1 PHC2 SLC43A3 COL4A2 BIVM NAA35 USP30 DMTF1 SYNCRIP MAP3K7 GDF11 TFCP2 LTV1 AHI1 PKIB FBXL8 CEP350 DNAJB2 WNT10A EIF4E2 GCC2 TBC1D4 IGF2BP3 IREB2 TANK CDK5RAP2 GOLGA1 RPS6 YIPF3 RAB30 UACA GIPC2 PREPL DBR1 SECISBP2L PPCDC HERC5 CCNG2 GSTCD INTS12 TMEM117 POC1B SLC15A4 SDSL VPS33A DENR RBM26 ARMH4 ESR2 WDR20 ETFA HMG20A MAN2C1 ABHD2 TICRR CRTC3 CMTM3 MBTPS1 RPS2 GAS8 UTP4 PRPSAP2 GNAL RMC1 WRAP53 EIF4A3 CSNK1D SLC39A3 DPP9 IFNAR1 EMP3 RPS11 CCN1 RPS8 MTF2 STRIP1 ALDH9A1 MPC2 DCAF6 TMCO1 RGS16 TUFT1 CTSK PI4KB ANP32E GABPB2 TTC13 PTPN7 GALM CAMKMT HSPD1 MARCHF6 FEM1C RNF145 TRIM41 NFKBIE MMS22L SHPRH C7orf50 PURB MDH2 TMEM209 AGBL3 TLK2 LUC7L2 HDAC8 SNX12 NSDHL EBAG9 EIF3H UHRF2 MED22 RPL7A LRSAM1 MSRB2 NRBF2 RGR BTBD10 DGKZ ROM1 EML3 CD226 FSIP1 CCT5 ATPSCKMT PIH1D2 NKAPD1 C2orf50 ABCB9 DHX37 ITPR1 TMEM18 KIN SLC25A4 RABGAP1L TGOLN2 MBNL1 NADK2 SRP19 AHCTF1 INO80C CMIP TDH ENAH XPC CXXC1 CCDC144B CCDC144CP PIP4P2 SLC25A28 ZKSCAN2 PIK3AP1 SAXO1 RRAGA CLIC2 CARNMT1 CCT8 ZFAND3 NPTN HTR5A SUSD3 ETS2 TAB3 CFAP251 SLC13A3 FAM160B2 CCAR2 MIS18A PAXBP1 ATP5MC1 RCAN1 CELF3 LYPD5 ATAD3B PDXK FAM207A TAOK1 TLCD1 PCSK7 IL6R RUSC1 LMNA CCDC12 AZGP1 NPHS1 FDXR JOSD2 SPC24 PDZK1IP1 TAL1 MAGOH NOL9 FAAP20 USP1 FUBP1 DNAJB4 NCSTN MEMO1 MSX1 SPRR2D DCAF16 TMEM183A TMEM169 TMEM79 GLB1L CLASP2 EFHB SNHG16 NEPRO PPM1K ERICH6 RBM47 ZNF513 ZC3H12A POLR2H MELTF HMGB2 ARFIP1 ERAP1 TENT2 ADGRF2 SLC29A4 USP49 CHMP4C NOS3 MICALL2 SLC4A2 PSIP1 ZCCHC24 SLC16A9 SKA3 AKR1E2 ATP5F1C ENOX2 TSC1 GFI1B PIP4P1 NSMF TCP11L2 BRD7 COX11 STXBP4 TMEM100 USP54 RPL27A ZNF143 ZNF3 HSP90B1 AP1G1 PCLAF PLK1 MYO1A STAT6 TSC22D4 DOLPP1 CDK12 OR51B5 GNG8 GATAD2A SPATA33 CORO6 CYP2S1 TTYH1 TRAPPC9 NLRP7 ZNF146 CHAF1A SLC43A2 ZNF83 CDK2AP2 FAM234A RAB26 ECI1 SLC3A2 SF1 RBPJ GNG4 NKIRAS2 PCMTD1 ATG4B CMAHP SHOX2 ANKRD49 LRRC28 SPRY3 SLC49A3 HNRNPH1 UPF3A XPO6 TBC1D10B ARL13B CLIC4 ASPSCR1 DCXR TRIM56 TIGD4 CNTROB TRAPPC1 CCDC144A ZNF212 CDK1 PA2G4 ATF7 RPS9 GSTA4 C8orf74 TMEM37 GAA POLR1C ASXL1 LRRC8D CLSTN1 ZNF274 SLC25A33 ATF7IP TCEA2 CAMTA1 PTEN RPS7 SRGAP2C SYNPO ZNF556 EIF2AK3 C5orf34 ZNF131 BANP HOXC5 RARG ANKRD13D KDM2A MRPL57 ABLIM3 ARV1 MICOS10 LRFN4 NR1D2 ASPHD1 DHX36 SH3BP5L DCTN2 DRAP1 UCP2 C11orf68 LINC00476 ZNF77 AURKAIP1 BAIAP2 CSTF3 TCP11L1 MIR7-3HG TYMS THAP4 WDR73 PUS1 ATOX1 TBL1XR1 HASPIN GBA TSPYL6 DMAP1 NDUFAF3 STAP2 DALRD3 EPM2AIP1 NSUN3 DHFR2 SELENOW RRS1 CLK3 MYADM PUF60 ZNF48 MYLPF PRKRA ZNF609 HOXC9 SCRIB C1orf105 DDX60L ACBD4 LSM10 ADO TDRKH ERCC6L2 CYB5D1 SKA2 ANXA2 TMEM198B HMGN4 NAA38 GDPGP1 LINC01547 CCDC159 SF3A3 ACSM5 UPP1 TTC32 PGP C11orf72 PLA2G6 WDR27 LPAR5 SEPTIN5 BRF1 CIB1 HSF1 C6orf120 LRRC37B UBALD2 ZBTB37 CCDC137 SOCS1 TCN2 TEDC1 P4HB ZFP36L1 BRWD1 MORN5 ANKFY1 RNPC3 PIP5K1C POLR3C PRR5 ZFP91 C17orf58 FSCN2 PLCD1 BAGE2 ZNF286A LIN28B H1-2 PLSCR3 AC091057.1 ZNF490 ZNF626 ZP3 C22orf34 SRSF10 FAM72B ZNF292 UBE2Q2P1 FHIT BLOC1S2 ACADSB SUPT5H NIF3L1 ZNF565 ASB13 TRAPPC2 MAN2A2 FAM72A HBG2 MYO6 TCF4 ZNF136 NF1 ADA ANKRD36B ZNF100 GMFB H4C3 ZNF655 ADARB1 GYPE SPN MIB2 SIPA1L1 HHLA3 KLKP1 FAR1 EOLA1 CDC42SE1 SPTAN1 CR1L HOXC6 INKA2 FCHSD1 RPL12 MAK16 GRK6 NUP62CL HIBCH QRICH1 UCKL1 OGA ZNF587 NUDT16 C6orf89 MT-CO2 MTCO3P12 GPATCH3 RPL10A SCAMP5 BRINP2 MT-CO1 HMGN2 GJC2 SREBF2 CSAG1 SMG5 TGM2 VTRNA1-1 RNA5SP399 RNU5E-4P RNA5SP324 RNVU1-21 RNU4-2 TDRKH-AS1 GP1BB TATDN3 ADD3-AS1 LINC00963 BMS1P1 DAXX RXRB AGPAT1 PJVK SNHG32 VWA7 ARID3C ATP6AP1L HMGN1 C21orf62-AS1 RNU1-1 MIR616 MT-TW MT-TD DYNLT2B MAGEA12 CENPBD1P1 IRF9 HBE1 TTC41P LCNL1 VPS33B-DT HOMEZ MIR99AHG ZNF663P RPL17-C18orf32 SLC35E2A ZNF433-AS1 VAMP2 MIR1205 FAM200A TIGD1 RNU2-2P RNU2-63P ZNF844 SMPD4P1 HBD TSSC2 NUP35P1 AC005076.1 MIR3681HG TMCO1-AS1 LINC00620 RPS5P2 AC095032.1 BTF3P9 NRSN2-AS1 JPX LINC00475 LINC00431 UBXN7-AS1 TRGV6 CHCHD2P1 RBM26-AS1 LINC01132 FAM174C MYADM-AS1 AC064807.1 ATP5MFP2 SEPTIN7-DT RASA4CP AC087071.1 XIST PGA3 LINC02525 EXOSC10-AS1 COL6A4P1 CCDC192 THBS3-AS1 RPS18 LINC00899 LEF1-AS1 FAAHP1 AC055876.1 LINC02022 SMG7-AS1 LINC01399 PHC2-AS1 GTF2IP4 LINC01719 LINC01518 RPL37P13 H2BC15 LINC01694 EIF2AK3-DT RIPOR3-AS1 AL031727.2 LINC00957 B3GALT1-AS1 LINC01055 AC013270.1 TM4SF19-AS1 ZBTB22 ZBED5 LINC01732 CAMTA1-DT AL109615.3 FAM200B LINC02863 AC008040.1 RN7SL79P NME1 WBP1 ERICH6-AS1 PPIL3 RN7SL346P FABP5P3 CSAG4 NME2 RN7SL659P RPL30P11 AC087667.1 ALKBH3-AS1 RORA-AS1 DDX11-AS1 CRNDE LINC01184 RAB30-DT RRS1-AS1 LINC02288 UBE2D3-AS1 CSTF3-DT SUMO2P17 FLJ46284 TMEM132D-AS1 ZNF286B GYPB AC010210.1 LINC02882 LINC00958 MALAT1 RNU7-124P RNU6-1069P RNU6-1136P LINC02155 AP003068.2 MPV17L2 ZFP91-CNTF AC005324.3 SNHG9 BRWD1-AS2 AC093510.1 CBX3P4 ODC1-DT PSMA3-AS1 INAFM1 LINC02281 CUX1 LINC02327 LINC01169 LINC00933 ELOCP2 AC040169.1 FAM157C AC099518.4 OR1F1 GLIS2-AS1 EIF4A1P9 MIR4522 AC025682.1 MIR3189 MIR3124 SUZ12P1 DCXR-DT MIR4733 RNF115 RPL17 LINC01029 MIR4276 SRGAP2 NCOA4 TBC1D3P5 MIR4703 MAP3K14-AS1 ATF7-NPFF CEBPA-DT SNHG30 OR1AB1P ZNF582-AS1 S1PR2 AC021683.3 AC132192.2 AP001462.1 FBXO17 AC010359.2 MICOS10-NBL1 POC1B-AS1 HSPE1-MOB4 AL589740.1 AC013400.1 LINC01145 PPP4R3B-DT DCP1A SNORA78 PPP4R3B RNVU1-26 RNVU1-19 RIMBP3 TUBGCP5 H4C5 STAG3L2 AC007906.2 RNVU1-28 LINC00552 TRG-AS1 ARRDC3-AS1 AC005622.1 MIR5087 TSPOAP1 KMT2E MPND NFIX CSDE1 SLC25A39 PNPLA6 GEMIN8 ATP6V1H KCNH2 KMT2C TSPAN32 SLC12A2 PDE4A CTNNA2 ELOVL1 PKM KIF2A KCNAB2 CNGB1 CYBRD1 LIMS2 WDR62 BCAP29 STXBP2 GTF3C1 IL4R CIC SMARCD3 GSK3B CD59 EXOC1 TYRO3 CAPN3 SH2D3C HSP90AB1 RANBP1 CRKL DERL3 SLC35E4 HMOX1 SUSD6 NELFCD CENPT NECAB2 COTL1 SARS2 TLE6 PPP6R1 GRB10 RPA3 SEC61B DVL1 KAZALD1 SHOC2 WNT3 PPP1R9B HDAC5 SLC16A6 NMU NSD2 LPXN ARHGEF17 CORO1C RAB5B SLC26A8 SOD2 E2F3 SLC39A7 CCND3 SUB1 FGF1 GBE1 CLCN2 EIF4G1 ARHGEF2 ECE1 SLC2A1 PRDX6 UTP25 RCOR3 CCND2 NDUFA8 DCAF4 LTBP2 MXI1 ARAP3 PMS2 CTCFL WFDC3 IL17C ZNF45 TNFSF14 EML2 BANF2 FAM83C HIVEP3 HERC2 ARHGAP22 FGF13 CDH15 PUDP SLC27A1 IQCN LRP3 F12 TBC1D5 ACAP3 C1orf159 RHPN2 ANKRD17 H3-3B FBXO44 HSPBP1 MYH11 FAM83F SARAF RNFT2 LMO2 VILL RAC1 RPS6KC1 GABBR2 VARS2 FCHSD2 GCHFR BCAR3 DYNC2LI1 EXOC6 SPPL2A LEF1 FURIN NLRC5 TCF25 LRRC46 TMC6 RAB40B RPTOR FOXK2 CACNA1A LMTK3 ADAMTS10 CARM1 PSMB6 HSPG2 CELSR2 SF3B4 DUSP10 VPS54 GPR17 CAND2 FGD2 NIPSNAP2 CNPY1 GCNA CETN2 PAXX SCGB1A1 DIXDC1 ANK3 INPP1 ACSL1 UQCRB SMG1 CREB3L1 GPAT4 GART UBE2Z PSMD4 TEPP ZFYVE28 AGPAT3 BRSK1 CYGB DRAXIN DHRS3 TMCO4 ATXN7L2 KLHDC9 WDR64 CAMK2N2 SHISA5 COG5 FOXK1 ANKS6 SPTSSA SPRED1 PCBD1 ZNF202 TPP1 DENND2B MFAP4 SLC38A8 TCP10L2 MBD6 SAMD14 RNF214 CDT1 DHRS13 TUBA1C AXL TRPV3 NDUFV1 SCNN1B CHTF8 INPP5D LETM1 HSPBAP1 SLC25A6 LIMS1 UBE2E1 KRT8 INSR PLEKHG5 PURG ZNF680 PEAK1 TAS1R1 SPATA3 CBY2 CD34 KCNE3 UFSP1 WDR25 CHID1 IMP3 GEN1 PACS2 DNHD1 FOXS1 PCBP1-AS1 ZNF101 TTC3 RUVBL2 PTTG1IP CMTM4 MACC1 NR2C2AP POU3F2 AMER1 TEX33 SYN3 EP400P1 GRK1 PLK5 CYP4Z1 AGRN RPS2P4 NCOR2 ZNF138 ZSCAN25 ZNF441 ZNF44 TMEM116 ZNF442 MT-CYB RNU1-58P SNORD1B RNU4-13P RNU6-268P RNU6-353P RNVU1-6 RNA5SP505 SNORD48 RNA5SP428 SNORD38A OXLD1 LINC02783 DDR1 LINC01257 SPIRE2 SNORD101 MIR191 MIR7-3 MT-TQ MT-TA MT-TN MT-TC MT-TY TRAJ7 IGHA2 RNU6-1106P ZNF254 VDAC2P3 AMD1P4 MIR17HG NPEPL1 AL390719.1 RNU6ATAC RNU2-17P RN7SKP192 HMGN2P18 RPS21P8 OSER1-DT ZMIZ1-AS1 LINC00885 LINC00337 RUSC1-AS1 KCNIP2-AS1 LINC02794 ITGB2-AS1 LINC01004 AL669831.3 HSPB1P2 HMGN2P34 LINC01700 UBE2V1P4 USP27X-AS1 ZNF736 FAM170B-AS1 GAS5 SSR4P1 RNF223 HMGN1P32 RPL30P5 GET4 AQP1 LINC00893 ARHGDIG LINC02050 RPSAP5 CD46P1 RNF139-AS1 CXXC4-AS1 DRAIC PPM1K-DT ZBED5-AS1 PCED1B-AS1 SPCS2P3 MTND5P11 PSD2-AS1 RNU6-240P RN7SKP219 INTS9-AS1 OR10V3P FAR1-IT1 OR13A1 LSM14A GALNT4 AC079385.2 LINC01146 GTF2IP22 NMNAT1P5 HSPE1P3 AC092384.2 SYNGR2P1 NDUFB10P1 LINC02129 MIR548AX MIR548AW MIR4441 MIR3154 RN7SL444P BAHCC1 MIR4530 LINC01841 PCAT19 LINC01775 LINC01764 SNORD58B AC010240.3 PPM1B-DT USP27X RNVU1-25 RIMBP3B LINC02371 ZNF280B HERC2P2 GPR179 MIR6076 MIR6802 PRO1804 MIR4659B SIGMAR1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SIGMAR1_TARGET_GENES MAPK8IP2 EP300 PLSCR4 GLRA1 EEF1A1 HTR5A CARMIL2 CHRNB2 MIR7-3HG MTCO3P12 RNPS1 MIR7-3 SNAP25-AS1 AC009065.4 SCRT1 EBNA1BP2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/EBNA1BP2_TARGET_GENES DPM1 ACSM3 FARP2 CACNA2D2 SH2D2A RFC1 RPL26L1 AGA CTNNA1 CLPTM1L TAB2 RFXANK TTC7A MBD3 CYBRD1 SIDT1 PAG1 GPATCH1 SMARCA2 RBM22 GNA11 SLC23A2 NUDC STRN4 ZNF268 LAMB1 RAPGEF4 HECTD1 COMT CDC7 MZF1 TNRC6B DIDO1 HCFC1R1 ABCC1 MTHFSD ANTKMT IQCH PPP2CB RELB SGTA TYK2 PTPRS ERF ATP13A1 ZNF85 GCK SHOC2 RPL28 GIT1 NFKB1 SLC2A9 TRIM3 C11orf58 PRPF40B PRDM4 DROSHA SELENOK BCL6 ABCC5 IGFBP2 KCNJ13 UXS1 DARS1 DNAJC6 ABCD3 DCLRE1B NUDCD1 PPP3CC AKAP1 FAM117A GTF3A ITPR2 MIR9-1HG GRPR IGFLR1 FOXP2 TTI2 SH3BP4 SLC27A1 ACTN4 NDUFA10 ZNF331 IDO1 SPATA6 C12orf29 LARS1 SLC38A2 RSAD2 CMPK2 DSG1 HAVCR2 PIGC EPC2 THSD1 KAT7 KIAA0319 TGS1 PREPL SSB G3BP2 INTS12 ETNK1 CLSTN3 COL2A1 SYT16 IGF1R GFOD2 SLC14A1 SLC39A3 GPA33 SETDB1 ADAM15 SOX13 CAMKMT TMF1 PHLDB2 MYO10 RNF145 GABRB2 ATXN7L1 RPL10 CIZ1 MIGA2 ABCB9 USP43 GRAMD2B TAB3 FAIM TMSB15B DYNC1I1 GPAT4 HLCS RSPRY1 ACE CHCHD6 DIP2A TOR2A IL6R AZGP1 SPC24 AGL FCRLB IL20 FCMR LENEP EXO5 FBXO8 ERAP1 CREBRF OXR1 WNK2 INPPL1 NSMF LAIR1 LAIR2 ZNF146 NXN SLC43A2 TMEM68 TRANK1 GFRA2 DYNLRB2 STX18 MAP3K2 C11orf24 MFN1 ANKRD13D RAB1B ASPHD1 FKBP9P1 VSIG10 ULK1 LRRC75B RCC1 PITPNB PRR34 PSMG1 KRTAP8-1 EFNA5 TXNRD2 IFNLR1 ZNF696 NF2 TMEM216 SEMA4D MCRS1 FAM122A ZNF626 SRSF10 ZNF107 GIMAP5 ZNF34 SSPOP SPTAN1 MYO1C SVIP INPP5F CIPC PPP1R10 AC008429.1 ZBTB48 HMGN1 MIR646 TRAV6 RNU6-269P CENPBD1P1 BBIP1 AC025171.2 RNA5SP451 UBBP3 LINC01754 ABHD11-AS1 TEX41 IGBP1P1 C2orf92 MIR34AHG TMEM44-AS1 TMEM238 DLG5-AS1 MTCO1P23 MFRP TTC28-AS1 GUSBP5 LINC01852 AL391832.2 SNORD13 ALKBH6 PRR34-AS1 AMACR SNHG3 MBL1P RN7SL282P NME2 ETV5 PLA2G4E-AS1 PPIC-AS1 BORCS8 CUX1 BRWD1P2 LINC01629 LINC00052 LINC00567 AP000845.1 MIR4760 RN7SL448P MIR4446 CYB561D2 CCL4L2 KRIT1 MED24 GIPR SAMD4A NRXN3 RTF2 AKAP11 EFCAB1 NFE2L3 BORCS8-MEF2B ASB1 MTHFD2 XRCC1 NOTCH3 MOK GCKR IFT27 DDHD1 DHRS7 CDK5RAP1 ADNP2 TAF1C EHD4 LYL1 ASF1B GSDME CPVL TRIM14 DNM1 ENO3 UBE2D3 POU2AF1 NT5DC3 MAK GCNT2 THBS4 HPCAL1 ERI3 OSBPL9 IRAG2 SGK1 NEK6 INSL6 ALG5 EXOSC8 TARDBP GTDC1 AHNAK IRF1 ATG4C UROD XPO7 ATP8B3 PTCD3 MMACHC FAM83F PIWIL4 AGTPBP1 TMBIM1 STX17 SLC39A8 RBP5 SNRPF RAB40B DMRTA2 ITPKB TNFAIP8 GABRA6 GLRA1 RASGEF1C SLC25A37 SLC26A7 VTI1A HNRNPU C16orf89 DNAAF1 NMNAT2 SLC6A1 CACNA1D AGAP1 SYVN1 PIGR COQ8A CFAP221 EMCN ICE1 HNRNPK R3HCC1L STIM1 RNF187 TRAPPC12 SNTG2 PSME3IP1 DAG1 DNAH12 MYPOP RGMA C16orf72 SMTN HGS TARS3 BRWD1 GRK1 ZNF565 FUT4 SRC OSTC RNU6-626P ITGB1-DT RPL39P39 C19orf81 MAP3K2-DT BRWD1-AS1 RNU7-182P LINC02004 RN7SL144P HOTTIP PITPNM2-AS1 RN7SL260P Z83847.1 AC002116.2 DOC2B C2orf15 MIR3199-2 ZNF2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF2_TARGET_GENES SCYL3 LASP1 KDM1A HSPB6 ST7 PDK2 ITGA3 RHBDF1 MMP25 VTA1 DYRK4 LRRC23 FYN TSPAN9 APBA3 RNF216 EXTL3 PSMC4 CCDC88C SAMD4A UBR2 PHF20 NR1H3 VIM VEZT RABEP1 GRN EIPR1 ATP6V0A1 PEX3 RPL26L1 MFAP3 METTL1 BOD1L1 STAU2 LSG1 JADE2 CTNNA1 LETMD1 BCAR1 MPHOSPH9 MRTO4 TRAPPC3 ARID4B FAM114A2 TAB2 MCOLN3 SOAT1 YBX3 STYK1 HDAC7 SPAG4 SFSWAP CS POLD1 CASP8 BORCS8-MEF2B RFXANK ERBB3 FAM107B SLC9A7 ELOVL1 THUMPD1 ROGDI MEF2A MAST4 NUCKS1 GNB5 SPTB SLC44A1 AP3M2 TCF3 PDE8A PPP2R3A DPP8 SLC24A1 ZZEF1 ANO8 KCNQ2 TIPIN ADD2 KIFAP3 RBM7 MLH1 SIRT6 AMPH NEBL PIK3C3 PPP2R5C TNRC6C UBE2D4 SLC1A3 RAPGEF3 KIF22 SRCAP RBL1 STK17B SMARCD3 MRPL22 GEMIN5 NFE2L1 TNPO1 P2RX5 ITGAE NUFIP1 ZMPSTE24 SSH1 ATRX PREP WDR47 RBM22 ERO1B ACOX3 MTMR2 ACHE ARHGAP28 FKBP1A MAPKAPK5 SIRT4 RBM41 ANKRD24 SLC9A1 PAPOLA NUDC FLT3LG RAB11FIP3 GOLGA3 AARS1 TMEM101 SEMA6A MYL6 AAAS HOOK2 IKZF5 SORBS1 NUBP2 TMEM14A EFHC1 ABL1 ERMP1 PRTFDC1 WASHC2A MYO9B CRKL LZTR1 SNRPD3 TOP3B ESS2 ANKRD54 C22orf31 ARSA RASD2 PNPLA3 MYH9 HDAC10 GNPNAT1 C14orf93 ARHGAP5 GINS1 RNF24 CDK5RAP1 CELF4 CCDC22 CDK16 GLA FNDC3A ARHGEF7 MRPS31 KPNA3 TSC22D1 MGRN1 CORO1A CENPT NUBP1 UBE2I CLUAP1 STX4 BCKDK TRIP4 AP3B2 RAB11A HOMER2 DTWD1 BRF2 RAB2A MTMR9 KCTD9 CLPTM1 IL4I1 MED26 POP4 ANKRD27 YJU2 TBCB MRPL4 ARRDC2 PIK3R2 ELL ETV2 GTPBP10 PMPCB TTC26 OGDH MET CPVL BUD31 PTPRZ1 RBM28 POU6F2 GLI3 URGCP TMEM248 PIP5K1B ABCA2 EXOSC3 GATA3 TRDMT1 BCCIP TASOR2 SHOC2 CUL2 NUFIP2 UBTF RNF43 DRG2 SMARCD2 C17orf75 MRPL27 LRRC59 HDAC5 PRKAR1A YWHAE NDUFC1 DTX4 NRXN2 CCND1 IL10RA P3H3 PRPF40B DAO KCTD10 MLEC MVK TNS2 PPM1H LTA4H MAGOHB DDX55 COPZ1 RSPH4A FAM184A HINT3 NCOA7 CCNC SIM1 MED23 GMNN PTK7 DNPH1 COX7A2 ERBIN PCDHB2 GHR BRD8 KIF20A IK PCDHB3 THG1L CNOT6 IL12B RASGRF2 LNPEP C5orf15 TXNDC15 RARS1 DPYSL3 BNIP1 CRBN KPNA1 PDCD10 BBX IFT57 UMPS NCBP2 FRMD4B COMMD2 EIF4G1 EIF2B4 PSMD14 SNX17 INO80B ID2 GORASP2 NFE2L2 DNAJC16 MARK1 FAM20B PARK7 HDAC1 GON4L DOCK7 SMG7 MAP7D1 MYCL KCNQ4 AKT3 GPR89A CDK18 PIK3R3 ABCD3 IRF6 RCAN3 NSL1 PROX1 STAG1 DDX59 USP35 UBE3D PHF3 RNF146 CCNI FKBP15 DYNC2I2 RBM18 ZBTB45 SUPT7L SLC17A5 SLF2 GPAM MXI1 C10orf88 KCNIP2 GNA13 CRHR1 DUSP1 PLEKHG1 ACAT2 MTRF1 FAM53C SERP1 ZFP30 ADRA1A PDLIM2 AKAP1 NCAPH TMEM39B PDS5A MTERF4 KIAA1191 ANXA11 RPL5 ZNF644 SLC25A51 DNAI1 SLC25A16 CDKN2C GIPC1 TSFM SPATS2 SMUG1 EEF1AKMT3 AMD1 SLC36A1 ZNFX1 SNAI1 STX16 TP53TG5 USP22 ZNF45 EMC3 WNT1 IRF1 TMEM255A GGA3 MIR9-1HG SYMPK GPCPD1 SDCBP2 DTD1 MAX UROD ST3GAL3 PCID2 PDCD2L HCST PRRG2 HNRNPH2 CANX PLAAT1 EMC1 TUBA4A SGCE MKLN1 HOXD3 ARHGAP22 EIF2AK4 TMOD2 ALDH1A2 REEP5 FOXJ1 FGF13 DOHH PRKCSH NECTIN2 RPL36 GTPBP3 CAMSAP1 SAMD10 ATXN10 ADRM1 METTL26 PPAN C12orf65 ZNF341 ZNF227 GSE1 CHMP1A HAUS8 HACL1 MGAT1 VPS25 NDUFA2 DIAPH1 CHD1L THAP1 C19orf12 PRKAA1 RAP1GAP2 TMEM128 COQ3 PCED1A IGHMBP2 CASP9 PEMT CHIT1 TMCC2 GPALPP1 SLC39A11 SRRM1 PDZD2 KRBA1 BTG1 IPO8 HSD17B4 SARAF COX16 MRO MRPS36 THUMPD3 VAV3 SLC38A2 LDHA CDC73 IL15RA RERG ACP2 HOOK1 UBAC2 ISCA1 CCNJL TRAFD1 RINT1 MTO1 SYNCRIP ATP5MC2 COQ10A MAP7 REPS1 KCNK1 NPL MRPL44 TTLL4 TMEM127 TBC1D4 RAC1 HUS1 TACO1 DCAF7 MARCHF7 VPS45 CDK9 SLC31A1 TRMO ANP32B CD72 KIAA0319 ARRB1 PARP6 SMAD6 TTLL7 KYAT3 GTF2B DTNB SECISBP2L GLCE INTS14 PPCDC CNOT6L GSTCD INTS12 GUCD1 RNF185 FGD4 MMAB SMARCC2 KANSL2 MYG1 ANKRD52 CUL4A CDH24 FGF7 TLE3 HMG20A WDR61 MAN2C1 BBS4 MFGE8 PARN KATNB1 DEF8 SCRN2 GNAL CSNK1D RPTOR CBX4 ZCCHC2 CACNA1A BRD4 SLC39A3 TPGS1 DPP9 SCYL1 NOSIP RERE MYOM3 SERBP1 CCN1 POGK UFC1 PRCC RRNAD1 ISG20L2 HDGF TARS2 ANP32E ARNT EIF2D TP53BP2 ADAM15 GATAD2B TTC13 SCCPDH MAP3K21 CEP170 CDC42BPA CNIH3 ST6GAL2 AMMECR1L FANCD2 ADGRG7 MARCHF6 ADAMTS19 ARHGAP26 CPLX2 KLHL3 FAM193B ABT1 IRAK1BP1 RNF217 SHPRH PURB DENND2A RBMX CCDC25 CHMP7 ERLIN2 NSD3 NFIB MRRF MED22 REXO4 RPL7A GTF3C5 COMMD3 DNAJB12 TUT1 C11orf49 RPS3 CABLES2 VPS51 ALDOA TLCD3B DOC2A TMEM219 FAM124A ADRA2A DIXDC1 DLAT PIH1D2 NKAPD1 C2orf50 THRB UBE3B NPAS3 KCTD14 ZNF827 CACUL1 TIAL1 POC5 HOMER1 SLC30A6 PANK1 PTPRK GGPS1 CETN3 FBXL2 TRIP12 FBXO36 HS3ST3A1 ROBO3 ENPP3 MRPL39 CCDC174 CCDC144B EME1 FBXL18 CDK19 MMS19 TRMT44 KDM8 PDZD9 RRAGA PXYLP1 ADAMTS3 PCDH1 LRFN2 KAT6B BRPF1 SLC6A1 FCHO2 RBPMS DDX19B DYRK1A CIB4 PEX10 WIPI2 PAFAH2 BABAM2 FANCC CDC25C H4C8 MITD1 KCNB1 PPP1R9A ELK4 NBL1 FAM160B2 ATP5MC1 LRRC36 CCDC107 FNDC5 NR2F6 PKNOX1 PDXK FAM207A RALGDS FTCD ZNF714 LRWD1 ITGA5 ZNF385A MED11 SPSB3 TEDC2 CLPB RPL29 CZIB MAGOH AK4 FAAP20 FUBP1 DNAJB4 WDR26 H3-3A NEURL3 POGLUT1 TMEM79 SERPINI1 CLASP2 PRKCI TIPARP APBB2 CRELD1 SLC4A1AP TMEM41A TMEM161B ADGRV1 CMBL TENT2 TXLNB CITED2 DAGLB SAP30L GPR85 STEAP1 ZNF704 LMTK2 INTS1 PHAX INTS8 PSIP1 LETM2 ZNF367 ZCCHC24 REEP3 PRPF18 TSC1 GFI1B STOX1 TRUB1 UBTD1 ANKRD2 SVOP ALKBH3 FRS2 CCT2 FAM227B IFTAP PPFIBP2 HDGFL3 MCM7 ZNF3 AP1G1 ZNF667-AS1 PCLAF NAV2 STAT6 STX3 TSC22D4 PBX3 TRUB2 COQ4 ISLR2 ZNF91 CDK12 SPATA33 CACNB3 KMT2D RHEBL1 PROSER3 NFKBID SPINT2 GLOD4 CYB5D2 RAB26 ABCA3 KCTD5 SRRM2 CTNNB1 LTBP3 KIAA1586 SETD5 MAPK1IP1L ZCCHC4 POLR2J3 THAP11 MPLKIP STIP1 ATXN2L CDKN2AIP ZNF30 KCTD19 AHCYL1 NSG1 ARMC4 ATF5 LMAN2 RAB24 PRELID1 EFNA1 MRPL1 SLC33A1 METTL15 ZEB2 BCRP2 DUS1L RAC3 LINGO1 BTD IFFO2 RNF150 ZNF212 UBB EMX2 SP7 RIOX1 PA2G4 PFKFB3 TRIAP1 RPS9 XKR6 RBKS FAM241B NPTX1 LRRC8C PLEKHG5 CTPS1 MRM3 ZNF217 PPIH JMJD1C MTBP TEFM MRPL13 ISG20 ZNF131 ALG14 GNB2 MCRIP2 SYNPO2 WASHC2C HOXC5 ANKRD13D PHF8 SYT12 GLIPR1L1 ARV1 SMARCC1 PEAK1 TNFRSF10C SCAI EIF1 DPY19L1 C1QTNF1 CYB561D1 PIGG CNTNAP2 DENND4A MFSD4A B4GAT1 RPL15 ASPHD1 PARL BANF1 EIF1AD ALG10B UCP2 MRPL48 SUGCT AURKAIP1 ETV4 BNIP3 ACBD7 LPCAT4 WDR25 FLJ13224 ZFAS1 PAWR IRX3 GBA TENM3-AS1 RPS27 DMAP1 PLEC GALNT11 EPM2AIP1 COX5A MSC PFAS TMTC2 C10orf67 SAMD4B CLK3 ZBTB18 SHARPIN MAF1 PDXDC1 R3HDM2 PSTK FGD6 EMC3-AS1 C11orf71 ZNF792 DDN GPR3 GINS3 SNRPE TMEM259 TSHZ2 TSKU ACBD3 ZNF721 GPC6 LINC01547 DAZAP2 ZNF623 GRIN2A SH2D7 MRPL54 TBL3 LIN9 DNAH2 ADAP2 CCSER1 RPL23AP82 SOCS3 XPOT NELL2 CDCA2 EIF4ENIF1 SMIM10 H1-10 NDUFA6 BRF1 LRRC37B PGBD2 PRMT3 SOCS1 TEDC1 MRPL30 INKA1 NTF3 BRWD1 PRAME PTCH1 KRTAP5-5 SDHAP3 ZNF284 CIDECP1 KLHL32 PPP1CC ARAP1 C17orf58 HEXIM1 PDZD7 ZDHHC17 KCNJ11 MCRS1 KLHL17 ZC3H6 CENPP CLN3 UROS KCTD21 ADAT2 UBE2Q2P1 ZKSCAN3 LIN54 IL1RAP ACADSB SRGAP3 SUPT5H ZNF140 TSC22D2 MAN2A2 CACNA1H HDAC2 FLNA ZSCAN26 MRPL21 ZNF860 MAP3K5 GSTK1 ENPP1 ATAD3A SPG7 NOL8 MRPL42 ZNF335 ZNF667 TFDP1 ZNF511 RYR2 CALM1 ABCA4 GPATCH3 COLGALT2 PNP FOXJ3 CIPC SMG5 KIFBP RNU5F-1 RNA5SP160 RNU6-8 RNY3 CARNMT1-AS1 EFCAB2 STUM TATDN3 C6orf99 GGTA1 SKIV2L NELFE VWA7 PRRC2A DHX16 GABBR1 AC008429.1 C5orf51 RNPS1 SNORD24 SNORD15A MIR194-1 SNORD12C SELENOH RNU6-1300P RTL8B NUP62 RBMXL1 IRF9 NUDT19 AP1G2 SMIM7 AC132008.2 ST7-OT4 BBIP1 STARD10 ZSWIM8 AC141586.1 LINC00680 VPS16 TENM3 LL22NC03-63E9.3 MIR1302-3 C6orf226 AP4M1 FAM200A PPP2R2A RNU2-17P RNU6-920P LINC01778 NUTM2A-AS1 EPB41L4A-AS1 RPL12P14 SMIM13 ZMIZ1-AS1 LINC00240 PPP1R26-AS1 FGF13-AS1 BAZ2B AL606760.1 LBX1-AS1 CLYBL-AS2 SPECC1P1 GUSBP11 DHFRP2 HDAC2-AS2 THRB-AS1 RPL41 HSPB1P2 ANKRD18B PROX1-AS1 ZNF674-AS1 SCTR-AS1 SMIM26 SMG7-AS1 LINC01399 UBE2V1P4 RPSAP31 MAPKAPK5-AS1 ID2-AS1 ZSCAN31 PPP1R3E JARID2-AS1 MSC-AS1 FAM21EP TSPEAR-AS1 ZBTB22 KDM4A-AS1 ELOA-AS1 NDUFA6-DT UNC5B-AS1 AL109615.3 FAM21FP LINC00398 ZEB2-AS1 ABCA17P SNORA13 RNU7-27P RPL13P5 ISY1 PLCXD2 MIF GPR199P GUSBP2 AMACR PEG10 DECR2 PPAN-P2RY11 NME2 TMEM35B TIPARP-AS1 DBNDD2 ALKBH3-AS1 LINC00461 MIR4300HG TMEM161B-AS1 AC008691.1 AC010210.1 GGCTP1 HTT-AS ZNF674 ZNF345 AC107884.1 LINC02236 RNVU1-23 AC034243.1 AP002852.1 PCDHGA6 ZNF260 RBPMS-AS1 PCDHGB1 BORCS8 STX16-NPEPL1 AP003119.2 STX17-AS1 MIR100HG AP001107.9 BRWD1-AS2 AC093510.1 AGAP2-AS1 DENND5B-AS1 FAM133GP ITFG2-AS1 ZNF225 GATC AC068888.1 FNTB LINC00933 AL606760.3 AL050341.2 HOXB7 MIR762HG AC009065.4 LINC01003 AC117382.2 ISY1-RAB43 LINC00662 LINC01569 NFE2L1-DT MIR548AW MIR3928 MIR4799 MIR3913-1 MIR1273C MIR5708 SEC22B TXNIP MIR4519 MIR5091 NCOA4 MIR4645 MIR3663 RNF157-AS1 ZNF790-AS1 AC020928.1 SNHG30 AC008736.1 AC006504.5 CCDC177 NBPF12 CCDC194 SLC25A53 COMMD3-BMI1 AC010359.2 NCBP2AS2 AC009549.1 ZNF30-AS1 AC008972.2 NBPF25P NUDT3 FAM193B-DT H3-3A-DT NOL12 INO80B-WBP1 MIR7974 NUDT18 PCDHGB5 TYW1B RNU1-6P TSC22D1-AS1 LINC01144 MIR7977 LINC01902 ZNF577_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF577_TARGET_GENES GCLC SLC7A2 SARM1 VPS50 ST7 DVL2 TNFRSF12A PIGQ DNAJC11 POMT2 LYPLA2 MAP4K5 ANGEL1 MDH1 FHL1 RB1CC1 ERP44 TBPL1 GRN IFT88 RFC1 NSUN2 MAP4 HEBP2 GDI2 ATG5 NDC1 QSER1 WNT8A LTK HAGH TM7SF3 CDON ABCA7 SBNO2 GSTO2 PPP2R5A LRRC40 SIRT2 ABCC9 RORA SLC44A1 JMJD6 CHFR NLE1 SLC24A1 ZNF638 MKRN2 ACER3 ITCH SAR1A PUM3 CROCCP3 UBA5 JMJD4 AACS WDR70 TDRD3 ZNF586 FAM234B SCAMP1 CDIP1 MRPS33 P3H2 GLG1 DLL3 ZC3HC1 PALMD MYO9B CATSPERG ARVCF PES1 CENPM EIF3D PMM1 TRIM9 LGMN PSMC1 PAK5 STAG2 MAGT1 MRPS31 CLN5 CYB5B PLA2G15 HCFC1R1 FBXO31 STX4 KAT8 MTFMT SPAG1 PYCR3 NFKBIB DKKL1 APLP1 TGFB1 TYK2 KCNN1 SUGP1 GSK3A MET TBL2 GALNTL5 CCNJ TRDMT1 LIPA RAI1 SMARCD2 DHRS7B VTN DCUN1D4 JHY CORO1C SH2B3 MED23 WASF1 RPS12 SLC39A7 CLK4 TTC1 WWC1 OGG1 NDUFS7 PCGF1 SUMO1 SRSF11 RBBP5 CD160 ARID1A HMGN3 PHF19 INVS WDR11 ARMH3 ZFP30 TNFRSF10B COIL ZRANB3 EEPD1 SLC25A16 NCKAP1L NR4A1 TUBA1B SDC4 MKKS BFSP1 PRKCG ELK1 RNF6 AKAP9 GNGT1 DNAJB9 ADCY4 EGLN3 MAU2 ABHD17A RPL36 COLGALT1 RSPH3 STK33 EXOSC2 PPAN ANGPTL6 ZNF331 NOL11 HAUS8 RFTN1 NAPSA THOC6 TRAF7 RHPN2 ZSWIM4 LRRC41 CCT6B UBE2G1 TBC1D14 SNAP25 HAPLN2 TRPC4 STARD13 PDZD2 LOXL2 ARL8B USP30 PNPLA8 MTO1 MAP3K7 ITGA7 BLOC1S1 CDK4 COQ10A AFG1L URB2 TAF5L LCP1 ZDHHC4 BRIP1 ARHGEF39 KIF13A MDC1 NUMA1 BCAR3 IFI44L FAM117B INTS14 HERC5 PRKG2 GIT2 CCDC65 ANP32A TICRR MAP1LC3B GAS8 COPS3 UTP4 BCAS3 FOXK2 SLC39A3 ITGB3BP MTF2 ZNF697 NUF2 RGS5 TOR1AIP1 TARS2 RFX5 GABPB2 EIF2D INTS7 SNAP47 WDPCP TMEM177 SCRN3 SRD5A1 GIN1 PPIP5K2 BTF3 BOD1 MAP11 NONO RPL10 TRIM55 GSN ADD3 TCF7L2 SLX4IP CDH22 ALDOA UBC KCTD14 AMN1 AP1S3 DNAI4 MED21 CIBAR2 ENPP3 MRPL39 VOPP1 ZFYVE27 FMN2 AIFM1 BUB1B SLC6A1 FCHO2 ST3GAL2 PAFAH2 EMSY NAE1 LYPD5 CCDC58 ABCF3 NPHS1 SYCE2 LBHD1 RPL29 PARS2 C1orf87 ARHGEF3 PRDM9 DAGLB INTS1 TMUB1 NOL6 FBXO33 MARCHF8 PRPF18 FRMD7 BMS1 ZNF219 CCDC186 TCP11L2 ARIH1 SCN3B C11orf65 IFTAP TMEM41B ZSCAN21 VPS39 TSC22D4 RCCD1 EVA1C ISLR2 DUS2 RRM1 ZNF226 SMG8 GATAD2A ZNF283 MLST8 SLC22A11 RFWD3 CDC40 SNTB2 STX18 USP39 TMEM150A CRADD LUZP1 SPNS1 SMAD1 KRT8 PA2G4 STAT2 CDK5R2 NEUROD2 ZNF274 ZNF540 ZNF217 KRCC1 SLFN12 IL16 RND1 NBEA GXYLT2 UQCRH XXYLT1 LRRC63 SNHG29 MRPS22 BANF1 PTPN2 EIF1AD DRAP1 C11orf68 AURKAIP1 ORAI3 TCEANC RABEP2 RPLP2 SRRM3 THAP5 LCORL AURKB ALOX12B PIPOX TPRXL SMG1P3 DHTKD1 NME9 ZNF875 FES SLC25A21 CCDC159 GUSBP1 LRTOMT H2AC21 XPOT KRBA2 AMER1 ZBTB7C PRMT3 BRWD1 ZNF829 CCIN ARAP1 PDZD7 ZNF395 ESPN SSX7 LIN28B FOCAD CLN3 ZNF548 ALKBH2 ALG1L SPATS2L MPHOSPH8 BORCS6 ADA TEX43 ZNF441 C6orf141 RAD54B ZNF675 CDC42SE1 CFAP299 INKA2 MB ZNF568 RYR3 NAGA RNU6-386P RNA5SP283 ADD3-AS1 EFCAB7 NEU1 TRIM15 LINC01556 SPINK9 UQCC3 AC098591.2 NANOGNB HACD2 VGLL3 SNORD101 RNU6-166P RNU6-1340P RNA5SP474 COPS5P1 TTLL13P HEXA KLRK1 OR1X5P STARD10 LINC00680 LL22NC01-81G9.3 RNU4-62P RNU6-847P RNU6-607P RN7SKP270 LINC00240 JPX P3H2-AS1 ENTPD1-AS1 LMCD1-AS1 WDR11-AS1 MTND1P14 SDAD1P3 ASS1P5 LYPLA2P1 GUSBP11 H3P10 EEF1DP3 ZNF688 ENO1-AS1 MORF4L1P5 TPM4P1 GLRX5P2 CYP1B1-AS1 LINC02634 LINC01641 JAZF1-AS1 SOX9-AS1 NUCB1-AS1 GNAS-AS1 AC127070.1 CASTOR3 MYLK-AS1 RPL32P27 ACAD11 RN7SL93P RN7SL403P YAE1 GUSBP2 ARPC1A FABP5P3 RPL7AP6 RPS16P9 PPAN-P2RY11 LINC02044 SMARCA5-AS1 ZNF585B STX18-AS1 RRN3P1 CUL4AP1 LINC00992 KRT18P45 LINC02163 RNU6-1003P CLDN23 LYN LINC01485 BRK1 WTAPP1 BRWD1-AS2 LINC02390 NHLRC4 LINC02298 FNBP1P1 SLC7A5P2 RCCD1-AS1 TRAV15 SPESP1 IQCH-AS1 HEXA-AS1 EPPK1 TMPOP2 GTF2I SUZ12P1 MIR3162 MIR5188 MIR4279 MIR3908 MIR4482 PCAT19 SNHG30 HNRNPMP2 LINC01235 AL035530.2 BTF3-DT DCP1A CWC25 ALOX15P1 ZNF280B SNORD49B RPPH1 SNORD49A ACACA H4C1 GPR1-AS LINC00581 TMEM274P PCGF1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PCGF1_TARGET_GENES SEMA3F CRLF1 UPP2 PAX6 CRAMP1 NADK MLXIPL FYN SYT7 PLEKHO1 VIM B4GALT7 GAB2 RNF19A CYP46A1 SLC66A1 DCUN1D1 CTNNA1 VPS13D RCN1 ARID1B AKR7A2 KIF1B TNK2 GPBP1 TM7SF3 SNX24 DDX20 DGKA ERBB3 TBC1D1 PFKP RASGRP2 PPP2R5B HES2 CLTCL1 FSTL3 NDST1 LLGL2 CDHR2 ANO8 ACAT1 FSCN1 BCAP29 RAP1GAP JADE1 N4BP2 TIGAR TNRC6C TCF7 STK17B CDC14B RRN3 SEPHS1 ATXN7L3 DNMT3B PPP1R13B SEC22C ITPR3 SYDE2 GADD45B ARVCF TRMT2A RANBP1 MED15 SNAP29 SPECC1L YPEL1 MICALL1 PACSIN2 PYGL PSMA7 PIGU EMD PARP4 FBXO31 SGK3 ARHGEF10 AKAP8 GPI ISYNA1 USF2 CDK6 WDR91 PLEKHA8 URGCP RHEB PRKAG2 CLIP2 LIMK1 MEGF9 DNM1 DNMBP PPP3CB PITX3 ARHGAP21 MAP3K8 ZMIZ1 GIT1 RAPGEFL1 RAD51C USP46 STIM2 SNX25 SC5D KMT5B RNF141 P3H3 ASIC1 BCL7A GPN3 VDR CILK1 PHACTR2 FBRSL1 TENT4A HBEGF SUB1 CRBN KAT2B GNB4 NKTR CLCN2 TTL ACVR1 SLC30A3 PCGF1 DOK1 GGCX DNAJC16 RNF19B RO60 UCHL5 MYCL KCNQ4 ID3 RCOR3 CTSD CAMSAP2 PLAGL1 VAMP8 TGIF2 MFSD1 PHF19 GALNT12 SUPT7L MSANTD2 SOCS2 RNF170 RDH10 AKAP1 TEX14 ZMYM2 ACVR2A GLIPR2 VPS26A MED13L USP45 LPGAT1 PFKFB2 MXD4 AHNAK C16orf70 DOK4 EFNB2 SLC2A4RG VASP STK35 GDF5 CEP250 PRR12 AHDC1 FGFRL1 SLC35E1 PMS2P3 SDF2L1 CDHR3 CALU PSMG2 ATP1B2 EGLN3 CDKN1C PHF10 THEM6 GTPBP3 TULP4 ZSWIM6 SSBP4 JUND ZBTB46 TAF4 SLC6A8 PNCK CASZ1 GINS2 NFATC1 ACAP3 KHDRBS3 RHPN2 RRP8 IMMT CASP9 VHL BHLHE40 LDHA IL6ST PNPLA8 B4GALNT1 MICAL1 MPHOSPH6 ZNF670-ZNF695 PIGC EPC2 LIMD2 TOR1B KLF4 SLC2A8 GARNL3 FRS3 TCF19 CPEB2 ARRB1 NARS2 GGH SDCBP MAPKBP1 PARP6 PLCB2 ZNF280D NAB1 PPP3CA SLC39A8 CDH24 BAHD1 TLNRD1 GCSH DEF8 SSH2 PRELID3A GALNT1 RAB40B MISP3 PFKL AKT1 NOSIP ARHGEF19 ADAMTSL4 ADAM15 CDC42BPA EPHX1 SFXN5 POMGNT2 TRPC1 SLC10A4 SETD7 PIK3R1 GFOD1 RASGEF1C ARMT1 C7orf26 MDH2 ATXN7L1 RPL7 NFIB UGCG SNX30 ZEB1 PAOX SLC43A1 SOGA1 VPS26B NCAPD3 NR3C2 WWC2 DST BEND6 NMT2 PLEKHH2 TMEM123 GPD1L CDYL KCTD15 LONRF1 XPC SLC25A28 USP25 RMND1 MIDEAS MTERF3 PTDSS1 TATDN2 C2CD2 TMEM268 CNOT11 PINK1 DMTN RUNX1 CTBP1 ANKRD18CP CALM3 BSDC1 CPAMD8 MCM3AP VPS28 TONSL TAL1 AK4 ATF3 CCDC138 CCNYL1 ATP1A1 CRELD1 SLC4A1AP ZC3H12A MEAF6 POLR2H WDR41 CFAP97 DCBLD1 PDSS2 OSGIN2 SUN1 RPP25L AQP3 MARCHF8 BTNL9 E2F7 CKB ILK GARRE1 NAV2 MTMR10 FN3K MIDN MVD KIFC2 ULK4 NUDT16L1 HOOK3 RBPJ IRF2BP2 BMI1 SLC20A2 AXIN2 PUSL1 IFFO2 GLB1 LSM3 ATP6V0E2 C9orf16 GAA TPPP ZNF318 SLC25A33 COPRS GNB2 SP3 ABLIM3 TRIB1 PPP1R14B DPY19L1 PELI3 MRPL11 RAB1B GK5 DRAP1 C11orf68 KDF1 BAIAP2 BNIP3 SMIM19 ACBD7 VPS37D GNG7 B3GNT5 CDK5R1 IRX5 RHOG IRAG1-AS1 PPFIA3 MIEF2 TBL1XR1 IL17RA SRRM3 ARL6IP6 MLF1 STAP2 PLEC CA8 PARP10 GRINA APOLD1 TCAIM VWA1 ZBTB18 MTURN YOD1 FAM83H MAPK15 ACBD4 PHLDA2 TDRKH YBEY TTC3 ANXA2 MAFA BMP8A LIN9 IQGAP3 SS18L1 WDR27 DUSP8 SOCS3 RBM43 MAFF NELFA C6orf120 PURA NRBP2 NOTUM TEDC1 SNAI3 PIGP PTCH1 TOR3A PRELID2 RXRA BCR POFUT2 PPARA ESPN TEAD1 FNBP1 KCNJ11 CYHR1 ANKRD19P TMPPE NANOS1 PPP1R26 ZNF775 SIAH1 PRPF40A ZNF512B AMZ2 CTBP1-DT FUT11 ANXA4 ANXA6 NOL4L TRIM33 LRP10 INKA2 PLCG2 ZNF248 MAN1A2 SPRED2 CALM1 ANKRD13B ZNF277 MAP3K3 L3MBTL3 SGMS1 IQANK1 FAM155A CCHCR1 C6orf136 ABCF1 TBC1D8 GABBR1 DCTN1 FAM216A SUPT4H1 SRA1 REPIN1 ZNF891 AMZ2P1 AL390719.1 PPP3CB-AS1 CD99P1 ZMIZ1-AS1 BAIAP2-DT SGMS1-AS1 ANKRD18DP FLJ31104 MELTF-AS1 LPGAT1-AS1 TOB1-AS1 PPP5D1 DLGAP4-AS1 SNHG7 DHCR24-DT EFCAB15P LINC01137 KRTAP5-AS1 PPP1R3E DNAJC9-AS1 BCRP8 ZEB1-AS1 ERICH2 STIM2-AS1 PI4KA ZNF709 AC106707.1 MALINC1 AP000866.1 CRNDE RAB30-DT CPEB2-DT USP46-DT ZNF324B GLI4 LINC02482 TRNP1 AC034243.1 LNCOC1 NDST1-AS1 FLJ20021 MEX3A AF131216.3 AP001830.1 ZNF10 SPECC1L-ADORA2A LINC00637 TGIF2-RAB5IF SLC22A31 AC034111.1 SNAI3-AS1 AC139256.1 AC138304.1 AC010491.1 LINC01976 AC007114.1 MIR4710 MIR4664 AC061992.2 MAP3K14-AS1 MIR3188 AC009549.1 NUDT3 CD24 PIGW ZNF670 LINC01971 SCARNA2 MYO19 DHRS11 DIDO1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DIDO1_TARGET_GENES SCYL3 LAS1L AOC1 ALS2 POLDIP2 VPS50 ST7 POLR2J DHX33 CIAPIN1 REX1BD AP2B1 ZNF263 RALA IFRD1 VPS41 CDKL3 MARK4 CCDC124 LUC7L CRY1 MED24 RPS20 BAZ1B ZNF200 NME1-NME2 APBA3 RNF216 LARS2 MBTPS2 CALCOCO1 POLR3B MDH1 NUDCD3 CXorf56 MNAT1 SPAST AQR RTF2 ZDHHC6 NR1H3 MIPEP TBPL1 SLC39A9 ALG1 ABCF2 PEX3 ADSS2 NSUN2 MFAP3 AGA BOD1L1 EDC4 LSG1 RETSAT WDR37 ATP6V1H C12orf4 SIKE1 USE1 MCF2L2 OPN3 GALC FAM114A2 PITHD1 NDC1 GATB DNAJC25 CTDP1 MRPS35 SFSWAP GPBP1 SPHK2 RPL18 HAGH TAF2 TNPO3 CTSA TAF11 YBX1 POLR1H LRRC40 THUMPD1 DNTTIP2 RRP15 CBFB HDAC4 COASY MEF2A LAPTM4A ERLEC1 NUP133 NUCKS1 LRP6 SLC44A1 AP3M2 CFAP20 PTPN21 BUD23 CHFR MRPS34 SLC24A1 TIPIN TIMM21 TMEM131 WDR62 MKRN2 KLHL20 ARHGEF1 PPP1R12B POLD3 PCM1 SENP1 DDX1 RIF1 PUM3 RBL1 NDC80 AP4E1 EXD2 UBA5 JMJD4 WDR70 STRADB FAM135A MRPL22 NFE2L1 PALB2 NUFIP1 SLC27A5 SMAP2 HADHA AK6 MECOM RRN3 MTIF2 USP40 RAD54L NFX1 IPO11 ACOX3 PGS1 NOP14 AURKA DDX18 COQ9 KIF9 RPL6 MAPKAPK5 ESF1 TMEM230 DZANK1 RPLP0 TRMT6 SLC9A1 SPTLC1 MRPS33 PDCD7 DNAJB11 ZNF268 GOLGA3 EXOC1 TXNL1 ZC3HC1 TMEM101 SUPT16H TOX4 ECHDC1 LRRFIP2 XYLB HDAC6 HOOK2 TBC1D2 CWF19L1 IFT74 TMED1 RAB18 WASHC2A PSMD8 NDUFB7 MED15 SNRPD3 PES1 TOP3B ESS2 GGA1 HIRA HPS4 SRRD TFIP11 SNU13 TOMM22 FBXO7 MCAT SAMM50 TXN2 PHF5A ACO2 TRMU VCPKMT ATP6V1D RIN3 ALKBH1 ERH SRP54 CHD8 RABGGTA TRPC4AP UQCC1 ADNP PFDN4 CSTF1 ARFRP1 NDUFAF5 MANBAL IDH3B CDK5RAP1 AHCY METTL4 CEP76 RNMT CSTF2 NKAP NXT2 WDR13 CCDC22 PIN4 GLA FNDC3A ARHGEF7 MRPS31 VWA8 KATNAL1 MGRN1 ZNF629 TSNAXIP1 LONP2 DHODH POLR2C VAC14 SLC7A6OS TAF1C NAGPA CIAO3 UBE2I CLUAP1 USP31 HMOX2 KNOP1 TRIP4 SCG3 BRF2 GDAP1 EIF3E EMC2 ERI1 MTMR9 KLHDC4 TULP2 CGB2 CLPTM1 CLASRP PPP1R37 POP4 PLD3 YJU2 CACTIN RABAC1 CARD8 RAB3D TMEM205 TNPO2 WDR83OS PRPF31 TFPT SUGP1 CFAP69 GTPBP10 PMPCB POLR1F MTPN TTC26 GARS1 RBM28 RPA3 COA1 TMEM248 YKT6 TMEM245 TBC1D13 EXOSC3 TRDMT1 SEC23IP MTPAP SMC3 NUFIP2 PSMD3 RAD51C MTMR4 DHX40 RECQL5 PIGL INTS2 DRG2 SMARCD2 C17orf75 MRPL27 LRRC59 EFTUD2 DPH1 LAMTOR3 FRG1 CLCN3 SEPSECS CCDC86 ANAPC15 UBE4A COMMD9 ACCS AMBRA1 HPS5 GTF2H1 PRPF40B COQ5 KCTD10 MLEC LTA4H RAD51AP1 AKAP3 CREBL2 GTF2H3 EIF2B1 DDX55 NUP107 CNOT2 KRR1 SUDS3 RNGTT HINT3 SOD2 MDGA1 CCNC MED23 FIG4 TBP EXOC2 COX7A2 HARS2 TTC1 SUB1 RAD1 BRIX1 NUP155 HMGXB3 BNIP1 CPEB4 TBCCD1 TIMMDC1 CRBN PCCB ARMC8 BBX MORC1 UMPS NCBP2 KLHL18 SCAP MRPL3 HEMK1 COMMD2 SF3B6 STAM2 ASB3 INO80B TTC31 NDUFS7 HTRA2 ELMOD3 CCT4 STK16 GORASP2 COX7A2L PNO1 TRAK2 DNAJC16 CACYBP SCP2 MRPL37 WDR77 ATP5PB S100PBP MFN2 SMG7 SRSF11 CRYZ ZBTB17 ADPRS MRPS15 RRAGC RLF SDHB RPF1 CTBS KLHL12 RBBP5 GPR89A EBNA1BP2 ERI3 BLZF1 SLC35A3 NEK2 DHDDS RPS25 ATF6 FASTKD2 MED28 MYL12B CCNI LDAH NDUFB3 GTF3C3 HEATR1 DYNC2I2 FBXW2 PPP6C VPS4B FCF1 AREL1 SLIRP SUPT7L ATL2 MASTL MTRF1 ELF1 ALG5 EXOSC8 SERP1 NR2C1 UTP20 ARL1 TARDBP COIL SLC35B1 FAM117A CEP89 PEX16 LIAS MTERF4 ZNF205 ZNF644 HERPUD2 CCZ1 CYREN ECD VPS26A CDKN2C WDR83 TSFM KBTBD4 SLC36A1 PIGT STX16 PPP4R1L NEURL2 MCEE SNRNP27 MPHOSPH10 ATP8A1 ZNF576 RRP36 SNRPC AARS2 ZNF391 NUP153 EMC3 LRRC29 TM9SF2 GRK4 NUP85 DDX31 PPP1R12C ATG4C GZF1 PSMF1 SNRPB ZNF133 MCM8 NCLN ROMO1 KDM5C PCID2 RBM42 EMG1 TRMT5 HNRNPH2 IPPK ZNF484 ATP13A4 FBXL12 SIN3B SLC35E1 WDR24 METTL25 AAMP PNKD MTERF1 TUBGCP6 DGCR8 EMC4 MTX2 PSMG2 ARPP19 PSMA1 LRRC6 NGDN RAB2B BCL2L2 DOHH MAU2 ECSIT PRKCSH GTPBP3 RTN4IP1 QRSL1 YIPF2 MED18 ZNF317 EIF3G ZNF426 ZNF331 PPIL4 AAR2 COX7B PPT1 ABCB7 RBSN PSME3 VPS25 EXOC4 ZCCHC9 THAP1 FAAP24 FBXW9 CCT6B EEFSEC TMEM128 COQ3 ANKRD17 EIF5A GPS2 VPS13B PRMT7 POLR3F MMACHC CASP9 USPL1 PEMT SCO1 GPALPP1 RFC3 SLF1 CCDC59 MEN1 COX16 EIF2S1 ELP3 CDK7 THUMPD3 ARL8B LAMTOR5 NAPG ACP2 YARS1 TIMM10 FADS2 TMEM258 ERCC5 WDR36 UBQLN1 USP30 CCDC146 MTO1 MAP3K7 NAT10 ITGA7 BLOC1S1 TFCP2 LTV1 AFG1L CCT7 CCDC142 MRPL44 USP37 EIF4E2 C2orf49 PWP1 HUS1 DBNL ZFHX2 IREB2 TACO1 KAT7 NDUFB5 MRPL47 RPS6KC1 SMPD4 STAM YME1L1 DNAJC1 TOR1B TOR1A PSMB7 RANBP6 PLAA APTX ZSCAN9 TFAP2A TMEM14B TJAP1 VARS2 C6orf52 RAB30 NEK1 BUD13 C11orf1 NDUFAF1 RMDN3 GTF2B HADHB DYNC2LI1 DBR1 FAM149B1 PPIG MDH1B SLC35A5 SENP7 INTS14 PPCDC NUP54 GSTCD INTS12 MTTP GUCD1 RNF185 ALG10 NDUFA9 POC1B SNRPF TDG NABP2 CUL4A SLC38A6 WARS1 BNIP2 COMMD4 WDR61 MAN2C1 PCSK6 SEC11A KATNB1 UTP4 RANBP10 CLTC TBCD RPTOR ERBB2 SLC39A3 FEM1A CCDC97 GEMIN7 TIMM29 ZNF614 PEX14 ITGB3BP CCN1 MTF2 STRIP1 NME7 TMCO1 UFC1 NUF2 RGS5 TOR1AIP1 TARS2 SETDB1 MRPL9 POGZ OAZ3 DTL EIF2D UBAP2L C1orf43 TTC13 LYST SNAP47 NVL FBXO28 CNIH3 C1orf35 CALM2 WDPCP ZNF514 TPRKB NPHP1 CDCA7 SUMF1 COPS7B FANCD2 CNOT9 EAF1 SLC25A26 ADGRG7 ATG3 EIF2A EIF2B5 TRMT10A TBCK NAF1 RPS3A SRD5A1 RPL37 GIN1 PPIP5K2 YIPF5 PCYOX1L TNIP1 NHP2 BOD1 FAM50B FARS2 CDKAL1 ZMAT2 ABT1 MTFR2 WTAP C7orf50 CCZ1B AGBL3 LUC7L2 ERLIN2 POLR2K EIF3H ZCCHC7 AOPEP WDR31 REXO4 GTF3C5 ASB6 GPR107 COMMD3 PDSS1 NRBF2 POLR3A FRA10AC1 DNAJB12 TUT1 C11orf49 RPS3 KAT14 CNBD2 LTO1 VPS51 DLAT PIH1D2 NKAPD1 UBC UBE3B EIF4E TMEM18 NDUFC2 CDC123 VPS26B NCAPD3 VTI1A QTRT2 NBAS GUF1 MZT2B SMPD4BP GEMIN6 C18orf25 TADA1 CWF19L2 PFKM SAR1B RAD17 RANBP2 FRMD1 INO80C NMRAL1 UBP1 RPIA ZDHHC7 SREK1 IMPACT TBCEL ENPP3 ATP5MC3 MRPL39 CCDC174 CXXC1 EME1 ANKRD40 APOOL FBXL18 AK9 TRMT44 NUP205 ZKSCAN2 C9orf85 RBM45 KDM8 FAM126B TMEM237 SAXO1 RRAGA DPY19L4 ZDHHC5 MED19 ATAD2 NSMCE2 ZNF689 PRR14 MALSU1 PDE6D BRPF1 SEC13 NECAP2 ST3GAL2 FCSK TAB3 PSMG3 AP3S2 SPPL3 PANK4 C12orf43 RER1 MITD1 SPATA2 TSR2 ZC3H18 ZSCAN12 TOMM40L CCAR2 MIS18A PAXBP1 RCAN1 ADPGK THEM4 MED8 ZNF221 CALM3 DFFA IQCC ATAD3B SSU72 CCDC58 WDR4 NDUFV3 RRP1B CFAP410 FAM207A C19orf47 ZER1 MED27 DEDD2 FLAD1 ADAR UBE2Q1 PMF1 GPATCH4 ZNF394 THAP8 PGAP3 SAP30BP PRPSAP1 LARP4 LEMD2 RPL26 RPL29 MAGOH LZIC PEF1 RBBP4 TYW3 C1orf74 BPNT1 MRPL55 PUS10 PEX13 TYW5 MAIP1 BBS5 SMARCAD1 VPS72 HELQ MRPS18C CGGBP1 EOGT TMEM79 CWC22 GLB1L SUCLG1 PRKCI CCDC191 PSMD6 SLMAP RPL9 U2SURP SLC4A1AP KIAA1143 KIF15 LZTFL1 SMIM12 SNIP1 TMEM41A RFC4 AIMP1 FBXO8 CEP44 ARFIP1 ANAPC10 ABCE1 TMEM184C AGGF1 ARSK TIGD6 TENT2 NSA2 GFM2 SLC35A1 RPS14 SP8 INTS1 FMC1 PHAX COX6C WASHC5 METTL2B NDUFB6 STOML2 BRWD3 MARCHF8 ZCCHC24 RPUSD4 KBTBD6 NUDT5 PRPF18 TAF3 TSC1 BMS1 METTL17 TRUB1 PSMC3 RPUSD2 BRD7 POLL DPCD ALKBH3 FRS2 BORCS7 RAG1 IFTAP MCM7 ZNF3 ZSCAN21 SEC11C ATF7IP2 AP1G1 PCLAF DCTN5 CLPX PATL1 MRPL16 MAPRE2 SNRPD1 TRUB2 COQ4 CCDC103 ISLR2 SP2 CDK12 DUS2 RRM1 ZNF23 IRGQ PPP2R3B SMG8 ZNF526 TRAPPC9 PSCA UBXN6 GLOD4 HSD11B1L KLK2 ANGPTL4 ZNF558 NDUFV1 ATP5PD ABCA3 KCTD5 CTNNB1 GNG4 POLR2J3 DNAJC7 MPLKIP ATXN2L FEN1 TMEM208 CHTF8 ZNF507 STX18 GFM1 MFF MAP2K1 DHRSX LMAN2 MRPL1 METTL15 C15orf40 SPNS1 GUSB TIGD4 ADPRM ZNF212 GABARAP STX8 UBB TMED10 METTL7B HARS1 DNAJC18 COMMD5 ZNF16 ATF7 TRIAP1 MBD3L1 TRMT61B JAGN1 FAM98B ZDHHC16 EXOSC1 ZNF581 ZNF524 ZNF562 ZNF561 WIPF2 SPATA5L1 GATM MRM3 RPS7 TVP23B ORMDL3 MTBP TEFM MRPL13 DPAGT1 BPGM ALG14 C2CD2L PRSS30P BANP CHCHD1 WASHC2C ZNF596 KAT5 NOC3L COMMD1 SYT12 GOLGB1 GPR137 MZT2A ARV1 NAA20 ZNRD2 ZNF417 NMNAT1 ENDOV ZNF791 FBXO45 C16orf91 CYB561D1 TRMT10C PIGG SNHG11 EXO1 ZWILCH RPL4 SNAPC5 C12orf76 BBS1 IQCK ZNF266 BRMS1 PDE12 NDUFA11 MICOS13 DHX36 ATR TRAF6 MRPS22 PARL ZNF408 CKAP5 ARHGAP1 ATG13 CENPS BANF1 TMEM9B EIF1AD EIF3F SART1 ALG10B MRPL48 SUGCT MTLN TOMM5 RUVBL1 SSNA1 TMEM39A RTTN ANAPC2 ZBTB8OS DNAJC30 WDR25 SLC38A9 FAM9B FAM210A CSTF2T GBA ACAD9 HNRNPA0 TSPYL6 DMAP1 LCORL PLEKHM3 ZNF223 FAM220A AC068473.1 OPLAH C3orf38 DPM3 FARSA EDC3 PTPN11 CLK3 MKRN3 SHARPIN FIZ1 PSTK FAHD1 EMC3-AS1 HARBI1 MIGA1 KCTD2 EHMT1 DDX60L MRPS23 ADO GINS3 SNRPE NOP10 RAD51B C8orf33 FBXL6 TSKU ANXA2 ACBD3 ZNF721 CEP63 CNOT10 CEP57L1 LINC01547 ZNF623 CCDC159 SF3A3 GUSBP1 MACC1 TBL3 KCTD16 TTC32 DIABLO ADAP2 SNRNP35 CMSS1 C11orf72 TM2D3 NUTM1 CDCA2 ZBTB40 NDUFA12 TMED9 NOC4L NELFA INTS5 ADSS1 FAF1 DDX51 PRMT3 KIAA0825 SOCS1 MRPL30 SEPTIN7P13 MRPL40 BRWD1 PRAME ANKFY1 WDR53 SLC52A2 LAMP1 RNPC3 ZBTB6 POLR3C CIDECP1 ZNF501 ZNF197 ZNF396 ARAP1 ZNF397 ZNF546 DYNC2H1 ZKSCAN4 TMEM203 SECISBP2 MCRS1 ZNF490 ZC3H6 CENPP BLOC1S5 NDOR1 CLN3 ZNF292 ADAT2 ZKSCAN3 HMGB1 WDSUB1 SRGAP3 SFTA2 LINC00523 GARS1-DT POM121 IPO4 ZNF846 ZNF502 TRAPPC4 GM2A SNHG17 METTL9 ZSCAN25 GMFB ZGPAT ABCB8 ZNF785 C1D ZNF165 RPF2 RPS26 MCMBP EME2 TAF13 ATAD3A FAM118B ZNF461 NOL8 CCDC151 ZNF335 ZNF770 SZT2 UBL5 SDAD1 WWP2 UVRAG ZNF26 TMA16 COPS8 C6orf89 TTC37 CTR9 GPATCH3 ZNF830 MTOR FOXJ3 OPA1 TSEN15 LTN1 SMG5 SNORD104 RNU6-271P LINC00449 CHML CENPW EFCAB7 TIMM23B PFDN6 NFKBIL1 ZNF805 PRR3 GNL1 ZNRD1ASP MRPL53 ATXN2 C12orf73 CNEP1R1 C5orf51 C21orf62-AS1 METTL6 SELENOH TSN ZNF580 DNLZ QTRT1 CHUK TMX2 HEXA NDUFS3 GTF2H4 ALG3 ST7-OT4 SMIM30 C19orf38 FAM185BP FAM187A STARD10 KRT18P33 B3GNT10 ZSWIM8 IFRD2 POLR2J4 LINC01347 PHB2 UBXN2B AC141586.1 LINC00680 PEX26 GOLGA8B TMEM242 TMEM167B CYB5RL FAM228B LL22NC03-63E9.3 FAM200A TIGD1 CCNL2 HDAC4-AS1 RNA5SP21 RPL23AP53 LINC00630 LAPTM4A-DT TMCO1-AS1 SMIM13 AC095032.1 LAMTOR5-AS1 MRPL20-AS1 JPX LINC00115 NOL7 BAZ2B AL606760.1 SRRM5 WDR46 ST7-AS1 PARG SELENOOLP GUSBP11 LINC01128 ZNF688 TPI1P2 PSMG3-AS1 PPP5D1 GTF2IRD1P1 AC005532.1 LINC01098 MYO3B-AS1 MCTS1 MRPL45P1 PET117 SMG7-AS1 AC016876.1 NKAPP1 ZNF197-AS1 LINC00690 AC005083.1 RPS28 RPSAP31 MAPKAPK5-AS1 JRK C19orf81 ZSCAN31 FAM21EP PEF1-AS1 ZBED5 MFF-DT AC127070.1 MKLN1-AS CDKN2AIPNL LINC01409 FAM21FP ABCA17P RNU7-27P NME1 PARGP1 ADSL COX19 ACAD11 ISY1 NSUN6 YAE1 C3orf85 BMS1P4-AGAP5 BMS1P4 MRPL20 MRPL33 MRPS31P5 WDR92 CFAP57 TTC4 NFS1 TMEM199 DNAJC25-GNG10 SEPTIN7P14 RAB30-DT AC096746.1 DNM1P35 ZBED5-AS1 AC090061.1 CKMT2-AS1 LRP4-AS1 STX18-AS1 CDK11B MRPS31P4 SMIM20 RNF14P2 GLUD1P3 ZFPM2-AS1 NUDT19P5 LINC02882 RPL32P3 CENPS-CORT ABCA11P CERNA3 GRPEL2-AS1 MINCR VPS13B-DT PINX1 LINC02842 LINC00824 CHMP4A TMEM9B-AS1 STX16-NPEPL1 AP003119.2 CHMP1B UVRAG-DT POLR2M FDXACB1 BRWD1-AS2 PXN-AS1 URB1-AS1 ITFG2-AS1 GATC GIHCG FNBP1P1 PRANCR AC090001.1 RTEL1 BCL2L2-PABPN1 SRP54-AS1 AL359317.2 BLOC1S5-TXNDC5 POC1B-GALNT4 NDUFC2-KCTD14 THTPA NORAD MIR762HG ZNRD2-AS1 PMF1-BGLAP HEXA-AS1 AC096734.2 STAM-AS1 AC139256.1 AC009107.2 Z95115.1 GAN ISY1-RAB43 DHX33-DT RNF213-AS1 ZNF213-AS1 LINC00667 MIR3928 AP005329.1 AC018521.5 TIMM23 GLUD1P2 RNF115 SEC22B MIR4519 MIR5091 SNHG25 NCOA4 MIR4766 AC027097.1 ZNF561-AS1 ATF7-NPFF FDX2 NDUFA7 AC012313.6 ZSCAN16-AS1 NCBP2AS2 BORCS7-ASMT AL390955.2 AC018647.2 AC013400.1 NBPF25P PPP4R3B-DT GTF2IP20 TIMMDC1-DT EIF2B5-DT DCP1A C2orf49-DT CWC25 ZNHIT3 TAF9 NOL12 INO80B-WBP1 MIR4727 PPP4R3B ZNF2 PSMB3 VWA8-AS1 AL354696.2 ZNF426-DT BANCR LINC01666 CCDC163 SEPSECS-AS1 FRG1CP FRG1GP GTF2IP12 BAD PSMB1 RTEL1-TNFRSF6B KCNH2 ATP2B4 SESN1 FLT3LG TELO2 KCTD9 ABHD17B WSB1 TMEM109 THG1L FAM162A AUP1 NRDE2 TEX14 BECN1 CALU SEC14L1 RPL36 PRKAB2 MORC2 PRADC1 MARCHF7 CPNE2 FBXO15 URB1 INTS7 VPS54 ETAA1 ECE2 CAMK2D PRIM2 DEPTOR PRXL2B HSF2BP MPZL3 GBAP1 KLHDC9 WDR26 GFI1B CFAP52 STAT6 KMT2D RNF187 SCAND1 ZNF131 CRYBG2 UFSP1 SEC24C MAF1 LSM10 MRPL54 SMTN C1QL4 VMAC STMN3 MRPL42 ARRDC1-AS1 LRRC37A5P BMS1P1 ABCF1 SNORD15A NRAS ATP6V1G2 LYRM4 UMAD1 AP4M1 HSPB1P2 HCG21 LINC01287 SNHG20 LINC01732 SNORD54 LINC00888 FRG1-DT RNA5SP473 AC083973.1 ATP6V1G2-DDX39B PCSK6-AS1 MIR548AW MIR5188 MIR4512 CARD8-AS1 TMEM167B-DT SNORA50C ZNF426_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF426_TARGET_GENES CEACAM21 RB1CC1 RFC1 QSER1 LTK CTNNA2 NFYC GLG1 TOP3B PMM1 PLA2G15 KAT8 MTFMT TGFB1 PLA2G4C GALNTL5 LIPA TTC1 LPGAT1 AKAP9 CASD1 EXOSC2 SNAP25 CNDP2 MTO1 CDK4 GIT2 CCDC65 UTP4 CCDC40 DDX46 CCNB3 TRIM55 ALDOA AP1S3 MED21 CXXC1 SLC6A1 C1orf87 YEATS2 ATP9B CENPV VPS39 SRRM2 SLC22A11 LUZP1 SLFN12 AURKB NPLOC4 FES SPATS2L BORCS6 TRPV1 ADA ZNF675 RNU6-386P RNU1-141P TRIM15 COPS5P1 OR1X5P YAP1P1 RNU4-62P H3P44 MTND1P14 SDAD1P3 ASS1P5 RPL36P2 MORF4L1P5 TPM4P1 LINC02576 GLRX5P2 LINC02634 PRAMEF29P LINC01641 SOX9-AS1 ZNF863P RPL32P27 PPATP1 ARPC1A KRT18P45 RNU6-1003P LYN LINC01485 TRAV15 MIR4510 MIR3908 OR1X1P LINC00581 ZNF416_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF416_TARGET_GENES CASC3 ALOX12B AC129492.1 LINC01623 LINC00431 HDAC8_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HDAC8_TARGET_GENES DNAJC11 SYPL1 UBE3C ABHD5 NDC1 TBXAS1 PARP12 MPC1 DGCR2 ENO1 MAP2K7 KEAP1 SRCAP SEH1L USP48 TMED1 BCL7C TRMT2A RANBP1 YPEL1 RIN3 MAZ FAH TULP2 PDCD5 NUMBL TMEM245 DNM1 TBC1D13 DHX40 PIGL PRPF40B MACROH2A1 POLE4 FHL2 BMP8B ECE1 AKR1A1 SYF2 FBXO30 TMEM131L PMS2 AGO3 TUBGCP2 TMEM204 BRME1 CC2D1A PEMT DPH6 ADGRB3 CDK5RAP2 CMTM3 RHOT2 ARHGDIA FOXK2 STRIP1 SNX27 ARF1 ANKMY1 POMGNT2 EBAG9 VPS51 SMPD4BP HTR5A GAREM2 SYNJ1 TRAPPC10 FAM207A ANO10 RBBP4 GPR176 ATF7IP2 DHRS13 WDR81 BEST1 RAB4A IRF2BP2 HNRNPH1 SLC25A6 UBE2E3 JMJD1C MZT2A FAM53A ZBTB8OS MIR7-3HG AL162595.1 OPLAH PCBP1-AS1 SMG1P3 PTTG1IP UTP11 LIN9 XPOT RBM33 CCDC137 BRWD1 PIGP VSIG10L RNF220 PTMA MCRS1 DUSP28 SUMO2 ZNF775 ZNF511 IBA57-DT ZNF580 SFT2D2 DNLZ REPIN1 C19orf38 AC009403.1 MIR1205 LINC01635 AC005532.1 AC092171.3 ZSCAN31 FBXO30-DT LINC01056 GPR176-DT DPH6-DT SMIM15-AS1 LINC00824 BRWD1-AS2 AC156455.1 SLC7A5P2 MIR4766 AC008750.2 AC006262.1 IGFL2-AS1 NUDT18 ZNF511-PRAP1 KDM5D_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/KDM5D_TARGET_GENES ICA1 SLC25A13 ACSM3 GCFC2 KMT2E REX1BD IFRD1 PAFAH1B1 IL32 ETV7 CD9 CEP68 MAP4K5 TACC3 AGPS CYP24A1 DERA HSD17B6 TOMM34 PRKCH GRN ASTE1 RFC1 ZZZ3 HOXC8 MTREX CNTLN LETMD1 PIK3CB MRTO4 ZFR ZNF280C VMP1 SUGP2 FGFR2 STAG3 TNFRSF1A DHX8 OTUD5 PITX1 PTPN21 EIF2B3 LMCD1 MBD3 DERL2 CLNS1A CA12 MGLL REXO2 MLH1 ANKRD13A MCAM TM9SF3 EXOSC5 SMC1B VDAC3 FKBP7 DDX1 EXD2 ZNF510 MRPL22 OXCT1 RPS5 TXLNA TMED2 MTMR2 TRIP6 NOP14 L2HGDH TESC ESF1 IRAK3 TNRC6A ITGA6 ALKBH5 PPP2R3C TLL2 HNRNPH3 ERMP1 KCNK6 MED15 DERL3 ANKRD54 EIF3L TSPO ASCC2 POLE2 TIMM9 RIN3 SRSF5 PRORP GMPR2 RABGGTA UQCC1 ZMYND8 NDRG3 RAE1 MTG2 ARFRP1 NDUFAF5 HM13 MANBAL TTI1 CEP76 RBM3 UGGT2 SLC25A15 NUP93 PSMD7 CLCN7 HMOX2 MAZ TTC23 HOMER2 SGK3 TUSC3 SF3A2 ANKRD27 MRPL4 SYNGR4 GCDH JAK3 ARMC6 PON2 STEAP1B CAV2 CPVL CHN2 HSPB1 PTCD1 EIF3B PHF14 ACTR3C COA1 TMEM248 EIF4H SUSD1 CCNJ SEC23IP TNKS2 CASC3 RAD51C DHX40 CBX1 PIGL CCDC47 HLF HTATIP2 CBL MADD PTPMT1 PSMD9 KRT18 CNOT2 RIC8B HINT3 DNPH1 PRPF4B POLR3G MACROH2A1 ARL6 NPRL2 CYB561D2 SSR3 FANCL KYNU C2orf42 SRSF11 TMEM9 KIF17 PRPF3 TSPAN1 DPH5 UTP25 STMN1 SLC8A2 B4GALT6 MFSD1 UCHL3 GTF3C3 C1orf198 NEK9 DNAL1 LTBP2 SLC17A5 CNNM1 ZFP30 TBX2 PLBD1 B4GALT4 TBC1D15 ACVR2A GTF3A CCDC91 METTL8 DAW1 KCNK15 PACSIN1 RREB1 DMAC2L GTF3C4 PAX8 THOC2 BFSP1 TBC1D20 TUBGCP3 PCID2 ATG14 RHOT1 APOL2 RIBC2 MKLN1 MYO1B OSGEPL1 ELL3 CLN6 ARPP19 MPDU1 ADCY4 AJUBA MIS18BP1 SH3BP4 THEM6 NSUN5 PPAN ZNF426 ZNF341 PPT1 ABCB7 MGAT1 ACAP3 MYBBP1A H3-3B ACY3 SEC14L4 C12orf29 KRAS CCNB1 THUMPD3 PIWIL4 BTF3L4 WDR36 GOLM1 KHDC1 ATP5MC2 MAP7 C7orf25 DDX56 DBNL MYCBPAP WDR33 IGFBPL1 TFAP2A NRM SLCO5A1 ITPKA ATIC FAM13A SHROOM3 YARS2 FGD4 TMEM19 TCHP PDX1 TARBP2 RBM26 RTN1 MFAP1 SLC27A2 SRP14 SCAPER PCSK6 PARN KIFC3 SKAP1 PTRH2 NARF RPTOR DYM ELAC1 BRD4 DPP9 ZNF473 NOSIP STRIP1 TOR1AIP1 POGZ ADAM15 ZNF514 RHBDD1 DIS3L2 CNOT9 TM4SF19 COMMD10 RNF145 FAM193B RPL7L1 IRAK1BP1 WTAP RBAK CREB5 CCDC25 TRIM55 EBAG9 HAUS6 FBXO10 PAXX DNAJB12 EIF4EBP2 FADS1 B3GAT3 ALDOA TLCD3B HIRIP3 HMGA2 RAD9B KCTD14 ME3 ATP5F1A HAUS1 PDK1 TGOLN2 FAM151B MR1 LINC00467 NMRAL1 CMTM7 CFDP1 UBASH3B C4orf19 SLFN13 PPP4R1 CCDC144B AZIN1 GTF3C6 OXA1L C9orf85 C2CD6 ADK KCNMA1 N6AMT1 MAP3K7CL MAPK13 MALSU1 MPV17L CLDN12 FAM81A TMEM268 PSMG3 KRTCAP3 GALNT14 PPP1R9A ALG8 CBR1 CCDC117 SHKBP1 CPSF4 IKZF3 SNRNP25 COA7 HENMT1 DENND2D DHX57 CCT3 IFI16 GTPBP8 NEPRO PCOLCE2 ZNF513 SPDYA SMIM12 RPN1 GNL3 EXO5 HSPA4L PGGT1B CCDC112 CMBL AGGF1 CTSB DNAAF5 TMEM184A LETM2 C9orf64 PGAP4 DEUP1 ZNF22-AS1 DDX21 PPP1R36 RIC3 XRRA1 DENND2B MRPL16 MBD6 PIP5KL1 ISLR2 MIDN CHAF1A NXN ZNF232 MIS12 TMEM99 DDB1 SLC3A2 MAJIN COPS6 KIAA1586 RAB4A SETD5 GNG4 MFSD2A STAT3 ADAM9 ZNF30 PKIG CEP120 MFF HNRNPH1 B3GALNT1 INO80E GUSB NIPA1 UBE2E1 NANP ZNF212 DPY19L2P2 ACYP2 RIOX2 ZNF692 TRIM8 RPS7 RNASEH1 SHLD1 EPHX4 ZNF131 GNB2 CHCHD1 LRRC20 ANKRD13D ABLIM3 CTSF TRMT10C MGA SUGCT MTLN CALCB SPHK1 ZBTB8OS CLK2 HORMAD2 WDR73 PUS1 C8orf31 PPFIA3 TGIF1 FLII ASB8 DMAP1 LCORL RNF212 MCMDC2 RPP25 HYI EXD1 CATSPERE ZFP3 RPH3AL ZNF707 FANCB GINS3 CAPN12 NGRN MTA1 ZNF320 CAMK1D LINC01547 CCDC125 TRMT12 DIABLO THAP7 ATL3 UBE2G2 APOO RBM43 NSMCE3 C12orf56 CDK10 SP140L L3MBTL1 PBX1 KRT10 CHP1 NHLRC1 TRPV2 KBTBD12 PMS2CL MORN2 DUSP28 PTAR1 PNRC2 FAM53B FUT4 ZNF781 MYL6B MYO18A S100A2 STRN3 KPNA5 ZGPAT ZNF785 PIWIL2 RPS26 KLHDC1 ZNF181 MYO1C ZNF311 ZBTB14 ZNF248 ZNF544 DDX42 ZNF485 WWP2 L3MBTL3 C6orf99 LINC00963 PTPN20 SNHG32 MSH5 PRR3 MRPL53 SLFN12L KRTAP2-3 NUP62 DNLZ SYNJ2BP HEXA NDUFS3 ZNF337-AS1 CSNK1E C19orf38 ARHGEF33 LINC01588 MCM3AP-AS1 MRPL20P1 PPP1R3G CCDC18-AS1 C5orf66 HSD52 LINC01703 AC002378.1 TSBP1-AS1 CFLAR-AS1 HORMAD2-AS1 UQCRBP2 FAM174C HDAC2-AS2 TNKS2-AS1 ANKRD36BP2 PSMG3-AS1 HCG18 WARS2-AS1 LINC00899 EMBP1 CAP1P2 GRHL3-AS1 MIR3936HG AC016876.1 GPX1 ZNF232-AS1 SP2-AS1 JRK SDHCP3 LINC02532 MORC2-AS1 MFF-DT ZNF133-AS1 LINC00398 FLG-AS1 ABCA17P LINC01119 PRKAG2-AS1 CRCP ATP5MF FABP5P3 PRR34-AS1 LASTR ARFGAP3 MRPL20 MICAL3 INGX GABPB1-AS1 USP2-AS1 NSMCE1-DT LINC01184 NUDT16L2P RGMB-AS1 RIC3-DT GPR176-DT ATP5MF-PTCD1 PVT1 RDH10-AS1 AC025419.1 ZFPM2-AS1 LINC02482 AL928654.1 SNORA74D LYN AP001922.5 MIR9-3HG DNAAF4 LSM14A PRANCR TESC-AS1 AL160314.2 SYNJ2BP-COX16 AL133153.2 LINC02321 AL390334.1 AL359317.2 SEPTIN7P1 MIR762HG AC018845.3 Z97055.2 LINC01686 LINC01976 LOXL1-AS1 AC012146.2 PPP4R1-AS1 AARSD1 AC005746.2 WHSC1L2P RNFT1-DT ARL14EPL AC019171.1 HCG17 ZNF30-AS1 TIMMDC1-DT CWC25 LINC01730 TADA2A PIGW MYO19 ZNF426-DT AC025048.6 LINC01012 RAD52 RBM6 WDR54 YBX2 DLX6 ADIPOR2 DNAJC11 JARID2 CYB561 RHOBTB2 RPS20 FAM76A STAB1 ABHD5 ANLN PPP5C PSMC4 CCDC88C WWTR1 AKAP11 ABCC2 PHF20 SLAMF7 RANBP3 GAB2 ATP6V0A1 USP2 PI4K2B CAPG CP USP28 ZNF800 NFE2L3 LIMA1 FNIP2 OPN3 HHAT GALC PUM2 DCBLD2 SOAT1 PKP2 TMCC3 SEC61A1 QSER1 LZTS1 DGAT2 RNF4 CCN5 PDIA5 ELOVL1 ARFGEF1 EVI5 DHX29 RASSF1 COASY KIF2A DNAJA2 BCL3 PFN2 SLC44A1 SMG6 FSTL3 CFAP20 RPL31 WDR1 HLTF PRKACA TFRC AFF4 RHOBTB1 ZNF532 ZNF638 RASAL2 ZNF37A TRAF4 MAP2K7 TULP3 SDF4 TOLLIP UBE2D4 KEAP1 PTPRH MOK HSP90AA1 DLGAP4 CXCL2 PKP1 GEMIN5 NFE2L1 RNF13 TUT7 ZNF264 STARD7 TTC39A POMGNT1 B4GALT1 EPDR1 SH3BP2 RFX2 ALG6 ZNF343 OAS1 ERP29 CDIP1 KCNH4 LTBP4 PAPOLA NUDC MAEA RAB11FIP3 HAUS4 TRPM7 WDR76 EZR XYLB EPB41L4B BTAF1 JAK2 TMED1 BCL7C LZTR1 BCL2L13 TTC28 KDELR3 CBX7 RPL3 IFT27 CNIH1 PIGH PSMA3 KIAA0586 MTHFD1 TELO2 RPS6KA5 PABPN1 TRPC4AP SGK2 TCFL5 CDC25B RPRD1B CELF4 USP14 POLI MCTS2P SYP FMR1 FNDC3A STK24 MRPS31 RGCC CLN5 SLC7A6OS AXIN1 SLC7A5 STX4 BCKDK HERC1 FAH TGM5 GABPB1 TJP1 SPG11 GDAP1 LEPROTL1 GSR NEFM TULP2 LIN7B PLEKHJ1 IL4I1 SGTA VRK3 NUMBL TYK2 RASIP1 MIER2 CADM4 POLR1F RNF32 NOD1 CASP2 TMEM106B CEP41 MEST PRKAG2 BCL7B LHX6 KANK1 EDF1 PDLIM1 DDX50 MAPK8 MICU1 FBXW4 TASOR2 SMC3 TSPAN14 RPL19 PNPO TRIM16L CDK5RAP3 AKAP10 EZH1 LUC7L3 TMEM97 DCUN1D4 INPP4B DTX4 EHD1 CCDC86 IL10RA RPS13 NUP98 PPFIBP1 PRPF40B CORO1C VPS29 LTBR KRR1 C2CD5 SOD2 SAYSD1 GPLD1 SMAP1 RNF130 RAD50 IL5 SEC24A TXNDC15 TCERG1 ERGIC1 TIMMDC1 USP4 GNB4 CSPG5 NEK11 CISH MAPKAPK3 KANSL3 EPB41L5 CENPA PPM1G CLIP4 POLE4 STAT1 HSPE1 CHMP3 STK25 ODC1 RAB3GAP1 STXBP3 PARK7 SRSF4 IVNS1ABP ZBTB17 OSCP1 AKT3 ETV3 EBNA1BP2 AKR1A1 DR1 SYF2 RCOR3 DHDDS CENPF TXNDC12 SPCS2 TNFAIP3 SGK1 FBXL5 RAB3GAP2 WDR35 PIGZ PTPA PHF19 RBM18 C10orf88 GNA13 ARAP3 TAF12 PROSER1 TGFBI MTERF2 NFYB DUSP4 COPS5 SPOP TEX14 RNF2 DEPDC7 PDS5A PMS2 CYREN IFT81 ATPAF1 SNX21 WFDC3 NCOA3 PEDS1-UBE2V1 PPP4R1L ZBP1 NQO2 GLO1 SLC35B3 DEK AHNAK SH3TC1 ABCC4 BMP4 GRK4 MSTO1 SNRPB MAX CEP250 FRMD8 TRAP1 TIMM8A BEST3 LRRC61 EMC1 UBR4 DGCR8 CDC42EP1 TPST2 EIF2AK4 INO80 ANAPC13 PSMA1 NEDD8 MAP7D3 GNL3L MOSPD2 CDC16 TOMM40 PGLS GDF15 ANGPTL6 ZNF331 ULBP2 HACL1 KCNC3 NDFIP1 UBE2D2 CHD1L CC2D1A ILKAP REEP2 NXT1 TOE1 MUTYH PPP1R3D WDR74 AGAP3 E2F5 VHL PPHLN1 IAH1 LDHA CDC73 ECHDC3 CABLES1 RNF138 TMEM165 GGACT APC NAA35 TMEM243 GLS2 CDK4 KRT7 ACVR1B SMPD2 CPM MPHOSPH6 NPL USP37 ARHGEF4 USP44 APPL2 DRAM1 NEK3 IREB2 CIB2 NMT1 SRSF1 TRA2B BIN1 DNAJC1 LRRC8A KLF4 CDK5RAP2 TMEM14B HMGA1 IER3 THAP12 NUMA1 RNF121 SQOR ZNF280D GCHFR BRDT PPM1B ACTR2 RBP4 DNA2 AOX1 METTL5 FASTKD1 OLA1 MNS1 APH1B G3BP2 AEBP2 VAMP1 DUSP6 ESD STON2 SLC12A6 DISP2 TLE3 UBE2Q2 ETFA TGFB1I1 CMTM3 TIGD7 TCF25 GAS8 NPEPPS PRELID3A IMPA2 ARHGDIA FOXK2 CEP131 PNMT RPS11 FHAD1 C1orf216 HSPG2 POGK RGS16 MCL1 ANP32E INTS3 NVL PSEN2 PPFIA4 CALM2 ASXL2 TMEM108 CAMK2D RPL37 FBXL17 TRIM7 AGBL3 LACTB2 LRP12 TATDN1 UHRF2 PLIN2 ZCCHC7 SIGMAR1 SNX30 STOM MRRF NRBF2 POLR3A HERC4 ZNF214 EIF3M INTS4 TTC12 LAMTOR1 TKFC CHEK1 TMEM25 CABLES2 TAOK2 ITGB1 EEF1AKMT1 FAM124A DOCK1 NGLY1 OXSM TMEM263 GXYLT1 TEX30 EPS8 RNF144A AMN1 CCDC122 TIAL1 PDE3B SH2D6 DCLRE1C NADK2 GPR180 SRP19 BMP6 RANBP2 RBMS1 CYRIB DDAH1 DGKE IMPACT OTULIN ROBO4 ANKRD40 FBXL18 TTC39B MARVELD1 ZFYVE27 BACH1 SCAF4 SUPV3L1 HK1 SMG1 APPL1 VPS26C ETS2 C2CD2 PALM2AKAP2 GAREM2 PAFAH2 XDH CNNM4 FANCC ESYT3 NRG2 EPB41 SNF8 RUNX1 HLCS PSMD4 BTG2 STARD9 LYPD5 DFFA NDUFV3 HSF2BP RRP1B ITGB2 FAM207A LSS DIP2A UBE2Q1 LMNA CCDC12 LY6K NAPEPLD ABCF3 BDH1 TMEM143 SENP3 WDR90 TBC1D24 ZNF75A ASRGL1 LBHD1 TAF6L PDZK1IP1 RBBP4 NEXN C1orf74 SGCB IWS1 EIF4E3 TMEM183A TSACC ADORA1 RYBP CDS1 COX18 LZTFL1 FYCO1 TPRA1 TKT SFMBT1 PBRM1 TASOR APEH MST1R OTUD4 TBX20 ZNF12 CDCA7L C8orf48 EN2 FOXK1 METTL2B KLHDC2 NEMF AKR1E2 VDAC2 STK32C FRAT1 CEP295 GPR176 TRMT61A PCBD1 USP54 ZMAT1 ZNF3 BEAN1 TK2 BLCAP PLK1 CLPX NEMP1 NAB2 FN3K RAB8A GATAD2A LENG8 ZNF283 C19orf33 ANGPTL4 ZNF598 ABCA3 SPINDOC ATG16L2 PAFAH1B2 MAPK1IP1L PDHB MPLKIP ARF4 SEPTIN2 STIP1 ATXN2L MTCL1 LRATD2 ADAL TPTE2P5 LRRC28 ATP5ME HSPBAP1 SLC25A6 ATF5 CCDC126 CLIC4 C15orf40 RAMAC CNBP HNRNPF BTD ITGAM ZNF764 SIMC1 SETMAR RNF34 CDCA4 FOXN2 GPR27 KBTBD2 KIAA0232 HAS2 FEZ2 C11orf24 NPTX1 CHST11 ZNF581 WIPF2 RSL1D1 LRRC8D ZNF584 P2RY6 GATM RRM2 PPIH THOP1 KRCC1 NME6 HINFP STARD5 NIPAL4 ZFAND4 CES4A NOC3L MFSD4B ZNF483 TNFRSF10C CCDC106 PC TOMM20 RBM4 LEMD3 PITPNA PDE12 SMAD2 CLTB UCP2 C11orf68 RMI2 B3GNTL1 MLXIP CRYBG2 IP6K1 CSTF3 YES1 CRLF3 WSB2 SEC24C CHD9 NINJ2-AS1 CSTF2T AL162595.1 ZNF354C ZNRF3-AS1 C2orf73 DDX10 DALRD3 ZNF114 ZNF223 OPLAH TAF7 MRFAP1 SPTY2D1 TCAIM GVQW3 GCC1 LACC1 PCBP1-AS1 RNF227 PUF60 ZNF48 C3orf80 TDRP CCDC66 ARHGAP45 SKIDA1 SMG1P3 PPA1 SCRIB DHTKD1 LINC00471 IDH2 CREB3L2 SHISAL2A GJC1 SLC25A10 TDGF1P2 UTP11 HMCES TUBA8 PTP4A2 STING1 PURA CCDC137 FAM174B GNB1L CDIN1 GSAP TEX38 CIDECP1 CENATAC KIF18B GPATCH8 HPDL QRFPR MAPT ERCC6L EFCAB6 SHTN1 SESTD1 PTMA C17orf97 SECISBP2 COMMD6 SUMO2 PARVB FAM221A NHLRC3 LRRK2 ZNF292 ALKBH2 RNFT1 BLOC1S2 ZNF79 SRGAP3 PPIA SUPT3H HDAC2 AMZ2 DAPK1 SMIM10L2B ZSCAN26 IGF2R LRRC8B SLC22A5 ZNF628 ZNF460 LHFPL5 MCMBP IRAK4 PRIM1 ASPH TXNRD1 ATL1 TEX45 OPA1 FICD TSEN15 SFMBT2 TOP1 MFAP3L NAGA RNU5F-1 RNVU1-22 RNU6-7 RNU6-8 RNVU1-21 COX20 CHML PLPP4 BMPR2 SP5 NELFE PSORS1C1 GNL1 TRIM39 HCG9 LINC01291 TCTN1 UQCC3 ZNF783 SDHAF1 PRR13 CDPF1 RP9P CEMP1 ATP10A RAB12 THUMPD3-AS1 MIR584 SNORD83A TRAJ7 SNORD70 ZNF580 SFT2D2 TRIM59 KRTAP2-4 GPC2 CLIC1 AC019080.1 C17orf67 SDHCP2 RTL10 VPS16 ZNF663P GPR89P NBPF1 MIR1293 EBF2 PPP2R2A XKR9 RNU2-17P RN7SKP114 RNU2-2P LINC01357 PRKAR2A-AS1 RASAL2-AS1 HMGB3P22 LRRK2-DT PROSER2-AS1 AC021028.1 ENTPD1-AS1 LENG8-AS1 SUGT1P1 THORLNC ERVMER34-1 LINC00511 LINC00629 FOCAD-AS1 LMCD1-AS1 AC079145.1 LINC02577 SNHG31 HYI-AS1 ITGB1-DT CT70 LINC02028 THAP7-AS1 FOXD3-AS1 AC005532.1 MANCR LINC02595 TMEM44-AS1 TMA7 LIF-AS1 IDI2-AS1 LINC00665 LINC01166 ZNF879 HGH1 ITGA9-AS1 APOA1-AS LINC01732 KIFC1 AL109615.3 LINC00674 LINC01589 LINC02863 RNU7-56P RNVU1-2 RNF103 RBM14 SUGT1P3 TCAM1P PEDS1 LINC00881 RPL21P103 RN7SL635P PPAN-P2RY11 PRAF2 ACY1 LINC01011 RAD21L1 MALINC1 RRS1-AS1 KCTD21-AS1 AC079089.1 DNM1P35 PGAM5 CSTF3-DT OIP5-AS1 BCKDHA LUCAT1 SRP14-AS1 RBM14-RBM4 AC010210.1 AC092535.4 RNU6-863P RNVU1-23 OSGEPL1-AS1 AP002495.1 CKLF-CMTM1 BRK1 MIR100HG NEDD8-MDP1 SNHG1 PLBD1-AS1 METTL7AP1 SLC7A5P2 LINC02205 LINC02166 HEXA-AS1 AC092287.1 SLC7A5P1 AC106779.1 LINC02252 AC010491.1 AC138627.1 DNAAF4-CCPG1 TCF24 AC093249.6 MRPL12 DLGAP1-AS3 MIR3165 ANXA8 AC132938.3 MIR3663 AC011444.1 AC006213.2 AC006213.3 AC092295.2 AL031666.2 LRRC2-AS1 IKBKG AC010531.6 AC021321.1 ARF4-AS1 FAM193B-DT LINC01023 LINC02098 RBAK-RBAKDN TM4SF19-DYNLT2B RNVU1-29 MIR4727 RNU11 AL845472.1 MATR3 EBLN3P FRG1EP PCGF6_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PCGF6_TARGET_GENES CDKL3 RFC1 SUGP2 ARHGEF1 RFX2 CDIP1 GSR ARMC6 ZNF14 DHX40 COPS7A SPOP CCNT1 WDR36 MFAP1 SCAPER ZNF473 RHBDD1 FANCD2 ALDOA TLCD3B RAD9B SNRPD1 MIS12 CCDC126 NOC3L ABLIM3 MGA THAP7 ATL3 CIDECP1 ZNF628 TMEM116 ASAH2B FAM24B TMEM167B ARFGAP3 DNAJC11 PHF20 EVI5 DERL2 ERP29 TMED1 VRK3 TASOR2 VPS29 OSCP1 DHDDS RPA2 UBE2B INTS3 LACTB2 ZCCHC7 AMN1 TSSK3 TASOR TK2 ZNF606 CENPS GCC1 UTP11 ZNF790 C19orf38 XKR9 THAP7-AS1 CENPS-CORT C10orf88B EBLN3P BACH2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BACH2_TARGET_GENES NIPAL3 CFLAR PRKAR2B ITGAL REX1BD AP2B1 IFRD1 ARHGAP44 CYB561 SS18L2 RPS20 IDS BTK BRCA1 ERCC1 CLK1 ACP3 RTF2 SLC45A4 GCLM VIM FAS CD44 ZCCHC8 ATP6V0A1 PEX3 NSMAF PHF23 TDP1 ADAM28 C12orf4 TNFRSF17 NEDD4L LIMA1 HERPUD1 SIKE1 FOXN3 OPN3 TBC1D22A GALC GDI2 ATG5 CDK14 ATP2B4 ZC3H11A RIOK2 DGKG UNKL TBXAS1 PARP12 TARBP1 YBX3 STYK1 HDAC7 VMP1 CASP8 TM7SF3 SNX24 CYB5R4 CD84 MSANTD3 KIF26A DHX8 RASGRP2 NUP133 BCL3 CLEC2D PIGB AP3M2 EIF2B3 WDR1 ACADVL LLGL2 ST6GAL1 MGLL HACD3 IPCEF1 GTSE1 ACTB DLG1 BAZ2A PTPN23 SPAG5 ANKRD13A EXOSC5 APBB1IP UBE2A FGFR1 CST7 THOC1 SP140 KEAP1 SMARCA2 IGSF9B TCF7 UBA5 STK17B TUT7 TNPO1 GSTP1 ATG16L1 MTMR2 PPP1R15A TRIP6 PSMC5 PIR DDX18 SNX5 KDM2B OAS1 RPLP0 HEPH RGS1 TFAP4 TXNL1 NLRP1 EZR MFSD11 GPATCH2 LRRFIP2 CREM SRPK1 IFT74 ABLIM1 CATSPERG MTAP SNAP29 P2RX6 BCL2L13 SNRPD3 HPS4 TFIP11 RHBDD3 MCM5 ASCC2 ACO2 HDAC10 KCNK10 VCPKMT CDKL1 DDHD1 CEP128 EIF5 PSMC1 PSMB5 PRORP NFKBIA MMP9 ABHD12 SLA2 PFDN4 TRIB3 RASSF2 IDH3B TTI1 RPRD1B USP14 RNMT ALG13 PGK1 GLA ARMCX3 RUBCNL FNDC3A ARHGEF7 TSC22D1 CORO1A ZNF821 USP10 CIAO3 CLCN7 ANTKMT IL21R VPS35L BRF2 POP1 SPAG1 GSR TNFRSF10A KLHDC4 KCTD9 ASAH1 TUBB4A TRMT1 PTOV1 KIR3DX1 POP4 GPI PLD3 NUMBL SLC1A5 PRKD2 CD79A RABAC1 CARD8 DDX49 ETV2 GTPBP10 DNAJC2 BET1 PIK3CG ZC3HAV1 OGDH CPED1 GARS1 SNX8 MOSPD3 FBXO24 RBM28 CLDN15 TSPAN13 AGR2 COA1 RHEB PRKAG2 SLC1A1 TMEM245 SEC61B AMBP TNFSF8 PIP5K1B ZFAND5 CUEDC2 MAP3K8 XPNPEP1 MTMR4 KPNB1 RECQL5 BLMH FTSJ3 MAPK10 GAB1 GAR1 TRIM2 TBC1D19 HTATIP2 VWA5A LPXN UBE4A POU2AF1 PTGES3 PRR4 OGFOD2 ARHGDIB GAPDH C12orf57 PTPN6 DSE NEDD9 KCTD20 BACH2 PTP4A1 HBS1L DUSP22 VEGFA HSPA9 ARSB TTC1 ARRDC3 GNPDA1 SKP1 BNIP1 CPEB4 SELENOK BCL6 NIT2 CEP70 NCBP2 ACVR2B GORASP1 PIKFYVE SF3B6 PSMD14 RTN4 GALNT3 STAT1 CCT4 KDM3A CHMP3 IL1R1 STK16 SLC1A4 WIPF1 PLEK NFE2L2 AMPD2 NCF2 GADD45A PRDM2 BCAS2 PHTF1 LGALS8 KMO KLHL12 PRDX1 BLZF1 UTP25 RPS6KA1 DHDDS POLR1G MESD DDX59 IRAG2 MYB FBXL5 RPN2 UCHL3 C1orf198 KDSR RBM25 RHOQ ATAD2B GPAM ARMH3 HOXB3 MTHFD1L PLEKHG1 TNFSF18 EPC1 ELF1 FAM53C NR2C1 COPS5 FAM117A ADCY7 CD80 ADGRB2 TMEM156 LY9 SHLD2 KLHL7 NT5C3A SLC25A16 RNF11 NCKAP1L ATG101 ATPAF1 NMI COQ8B DDX27 ZBP1 XPO5 NQO2 H1-1 MED20 MT2A GOT2 ATG4C GPR108 MGME1 KLC1 CCR7 L3HYPDH CANX IPPK ZNF484 HELB BEST3 METTL25 TUBA4A PNKD SEM1 FGL2 SRD5A3 APOL2 POT1 MKLN1 LRRC4 CHN1 INO80 KNSTRN VPS13C PSMA1 PALLD CD68 SEC14L1 ASH2L FAM98C HELZ2 DNMT1 ZNF426 NOL11 RLIM ADGRE3 RPL27 VPS25 FBXW9 TRIM22 LANCL2 KDM6B TMCC2 SPART TPT1 WDR74 MYH11 CCDC59 AMPD3 HSD17B4 SARAF DGLUCY LOXL2 MRO CDK7 ARL8B IL15RA UBAC2 UBQLN1 HAVCR2 HRK TMEM243 CD36 ORC3 NAT10 ATP5MC2 DNAJC14 CD63 GLS2 B4GALNT1 REPS1 EGR4 MDM2 DOCK10 DNAJB2 SLC41A2 CKAP2 LRCH1 PHF11 RCBTB2 LCP1 TNS3 IGF2BP3 GPNMB NDUFB5 MRPL47 SKIL BIN1 ECPAS CDK5RAP2 PSMB7 PLAA UBAP2 APTX KIAA0319 C6orf52 SLCO2B1 RAB30 NUSAP1 HAUS2 RTCA LRPPRC STAT4 PPIG HECW2 IDH1 SPPL2A PPCDC ARHGAP24 COPS4 CENPE SLC39A8 RGS3 GUCD1 GABARAPL1 CPNE8 PRICKLE1 GLIPR1 SLC38A6 GCNT3 BCL2A1 FANCI UNC45A ITGAX PARN UQCRC2 OSGIN1 NCOR1 COPS3 G6PC3 CLTC SS18 RMC1 TBCD TPGS1 PRDM15 RNPEPL1 PSMB6 SLC2A5 PGD ZNF593 SYTL1 ITGB3BP RPS8 PSMA5 CD53 NME7 DCAF6 POU2F1 NUF2 ANP32E LBR CCDC150 PTPRG NFKBIZ TRPC1 LPP STXBP5L ECE2 SLC26A1 ATP10D CCNA2 MARCHF1 SKP2 PIK3R1 IQGAP2 GIN1 PPIP5K2 COMMD10 RNF145 BOD1 ABT1 MEPCE TMEM140 TLK2 CCNB3 MCPH1 FBXO25 CHRNA6 TACC1 NDUFB9 TATDN1 AOPEP GSTO1 DGKZ SLX4IP MRPL49 FAU ALDOA SPATA4 UBC ITPR1 SLC7A11 NOCT NGLY1 OXSM MBIP NUBPL FLI1 DST RABGAP1L TADA1 TMEM123 SREK1IP1 CWC27 BANK1 RANBP2 PLA2R1 KCTD15 LY96 SLFN13 CCDC174 FLCN DPH3 OXNAD1 ANKRD40 OTUD6B HSPA13 SAMSN1 SLC7A7 LARP1 ELMO1 NDUFAF6 BACH1 FAM122C EEF1A1 MS4A1 PRR14 ODR4 CACNA1D MX1 AP3S2 H4C8 CATIP CD1D DEDD B4GALT3 NDUFS2 TOMM40L MPZ CDC42SE2 ALG8 RUNX1 CBR1 CBR3 ADPGK PSMB4 ALDH4A1 MED8 ADGRG5 ZNF222 ZNF233 ABCG1 PDXK CACFD1 SHKBP1 RDH13 MED27 CXCR5 SQSTM1 PSMC2 PCYT1A SAP30BP SRSF2 RACGAP1 LARP4 RNASEK-C17orf49 CLPB SLC25A45 PLPP3 GBP2 BPNT1 FCMR NUP35 SMARCAD1 ARHGAP25 TGFBR2 GLB1L PRKCI IFI16 NEPRO CCNL1 SMIM14 DNASE1L3 RBM47 MTHFD2L KIAA1143 KIF15 LZTFL1 CCR1 PIGX ANAPC10 OTUD4 ERAP2 TXLNB TBX20 STK17A MIOS USP49 LMTK2 SUN1 OXR1 GPER1 FAM219A SYK VCP MARCHF8 GTF2A1 GHITM TSC1 CCDC186 METTL3 PSMC3 CPSF2 PDZRN4 RPUSD2 BTRC PKD1L2 TMX3 ZNF3 TK2 AP1G1 PLK1 MS4A7 MS4A14 MAPRE2 TEPSIN STIM1 RRM1 JSRP1 GATAD2A TUBA1C WDR81 SLC3A2 ULK4 BATF2 ATG4B MLKL RHOH DYNLRB2 ADAM9 IL7R AHCYL1 IL12A DDX19A INPP5D E2F6 ATF5 PTK2 RASSF6 TM2D2 GPR183 ZEB2 ASPSCR1 LIMS1 GUSB SF3B5 USP38 CRTAP PRDM10 FOS SMAD1 PYM1 POLH AKAP13 USP32 GSTA4 PDGFD FPR1 TRMT61B PIK3CD S100Z NMRAL2P PLEKHG5 NINJ2 TLN2 SHLD1 JMJD1C MOB3A ISG20 CLEC7A DPAGT1 BSG IL16 GNB2 C2CD2L AFF1 KLHL6 RND1 MIR4435-2HG RELA TRMT112 KDM2A PARP14 GLRX TNKS THAP2 PPP1R14B ZNRD2 UBXN2A NRROS FBXO45 C16orf91 TLR10 TLR1 TLR6 SNAPC5 GCSAM ANGEL2 UGT8 BRMS1 RSRC1 SNHG29 RFESD TOMM5 LINC02694 BAIAP2 ZNF613 JAKMIP2 TCP11L1 SPRYD4 CCDC121 THAP4 SEC24C FAM210A KCNA2 ZBTB38 DLGAP1-AS1 UMODL1 TGIF1 RABEP2 TBL1XR1 GBA TMEM94 P4HTM CD28 GPR35 KCTD12 DHFR2 EXOSC4 CYBC1 SPTY2D1 PXT1 DNHD1 APOBEC3B PCBP1-AS1 C11orf71 SLC36A4 CUEDC1 LRRC57 NQO1 SLC26A11 FRAT2 TMEM102 MRPS23 IST1 NPLOC4 TEX19 KPNA2 CSF1R TSPAN10 TMEM198B EWSR1 GPR132 MEX3B NDUFB1 TBK1 MACC1 BTBD9 PTP4A2 SCFD2 CLECL1 PLA2G6 KNTC1 XPOT SEPTIN9 SEMA4B NELFA NSMCE3 LRRC37B PARPBP SEPTIN7P13 WDR53 EVI2B AIDA GSAP BTLA MIR22HG FSD2 ARAP1 PRR5 CXCR3 EPOR TCL6 TRPV2 TPRG1 LINC00265 COMMD6 CIBAR1 BLOC1S5 FAM83G SRSF10 NBR1 PARVB LRRK2 ADAT2 LIN54 BLOC1S2 ZNF699 GARS1-DT TSC22D2 TRAPPC2 MYL6B SULT1A1 MME MRTFA SDHAF3 AMZ2 H2AC13 S100A2 SRGAP1 CASP4 METTL9 MAFG PGAP1 SRC LRRC8B SULT1A2 HTT RAB40C MPEG1 PDCD1LG2 RPS26 PSAP H4-16 MDS2 NBEAP2 CYYR1-AS1 MBP GRK6 PRIM1 HMGN5 MAN1A2 SZT2 SPRED2 TXNRD1 YTHDF2 GPN1 EIF1AY SGMS1 VTRNA1-1 RNU5A-8P VTRNA1-3 LINC01562 TATDN3 C6orf99 CENPW LIME1 SAMD13 EFCAB7 LINC01270 DAXX SKIV2L NELFE VWA7 DDR1 RACK1 PKHD1L1 C2orf91 ZBTB10 ADGRG1 CRLF2 HCG27 CD200R1L ANKRD28 IGLJ1 TAS2R14 RNU6-1300P RNU6-918P LINC01089 ZNF580 CRYGS TREX1 ATP6V1G2 FBXO16 ALG3 STARD10 LINC01588 AL008729.1 AC141586.1 IFI30 RNASEK FAM228B SNORD100 RN7SKP110 SNORD12B LINC00630 LGALS8-AS1 OSER1-DT HCG14 LINC01991 DTNB-AS1 LINC01567 LINC01754 RTCA-AS1 NDUFAF8 POT1-AS1 RFPL1S SNRPEP5 C3orf86 IGLV3-4 ZNF451-AS1 CHCHD2P1 MUC12-AS1 CSE1L-AS1 LINC01483 SPAG5-AS1 LINC01132 LINC01655 GUSBP11 LNC-LBCS ZFAND2A-DT TAX1BP1-AS1 MIR181A1HG C9orf147 H3P1 XXYLT1-AS2 FTX KLHL7-DT AC005532.1 LINC02090 IGKV1OR2-108 PRH1 LINC02642 LINC01431 TRBV29-1 RERE-AS1 RGS5 LINC00702 AC005083.1 SDCBP2-AS1 FOXP4-AS1 MIR155HG SNHG20 ZSCAN31 PEF1-AS1 APOA1-AS LINC01814 AC127070.1 SNX25P1 CBR3-AS1 LINC01812 MCFD2P1 TTN-AS1 LINC01358 UNQ6494 LINC01409 LINC01888 LINC00426 LINC02863 RNU7-1 LINC00877 PISD PI4KA RPS3AP18 LINC01585 LINC01184 KCTD21-AS1 AC096746.1 LINC00535 MIR4458HG PCED1B-AS1 UBA6-AS1 BCKDHA LUCAT1 CDK11B PRR5-ARHGAP8 LINC02265 ATP6V1G1P6 AC104596.1 ATP6V1E2 AC244502.1 LINC01094 MAILR GRPEL2-AS1 AP002852.1 GASAL1 LINC01484 ZNF260 LYN AC103760.1 IGLVIV-59 IGLVI-68 LINC02683 SENCR ATP6V1G2-DDX39B AC100858.2 PXN-AS1 RPS6KB2-AS1 ZNF350 PPP1R14B-AS1 MYG1-AS1 GIHCG LINC01629 FOXN3-AS1 AC104590.1 MRPL46 AC012236.1 NORAD ZNRD2-AS1 AC099778.1 AC096734.2 AL118516.1 Z95115.1 AC012184.3 AC092115.3 CORO7 ALOX12P2 IKBKE AP000845.1 PRR29-AS1 MIR4435-1 AC016888.1 MIR4435-2 MRPS21 AC067968.2 AC005264.1 PTOV1-AS1 LINC00528 IKBKG LINC01480 NCBP2AS2 SRXN1 BNIP3P11 LINC02550 MILR1 ARF4-AS1 GTF2IP20 GAR1-DT DCP1A CWC25 MIR6774 CCL3L3 FRG1HP LINC01879 LINC02391 H2BC10 ZNF426-DT AL358852.1 KBTBD11-OT1 MIR5087 SEMA3F MAD1L1 LASP1 PLXND1 RPAP3 TTC22 PHTF2 CEACAM21 PAFAH1B1 ST3GAL1 SPRTN GIPR BTBD7 ZBTB32 EHD3 SLC25A39 ZC3H3 ATP2C1 RNF10 ZNF839 BIRC3 HSD17B6 KPNA6 VEZT UBA6 AGA MSR1 ZFYVE16 PSMA4 TG JADE2 TPR CELF2 COL9A2 ARID1B NFE2L3 FAM160A2 SYNE2 TAB2 GINM1 USP36 PRDM1 ST3GAL6 CDON TAF11 OAT DGKA TBC1D1 FECH HYAL2 TFE3 POLR1A PPP2R5B MAPK6 GNB5 MNT POLB TCF3 ZFYVE26 PTPN18 ALDH3A2 CHFR CLASP1 TSG101 SRI NUP37 FOSL2 ARHGAP15 RBM7 DGKD LRCH4 PIAS2 MCCC1 UBE2K PPP2R5C ZCWPW1 NRDC PCNP MEF2C NFE2L1 BCKDHB SMAP2 FAT2 HUWE1 UIMC1 DZANK1 NECAP1 LTBP4 ICAM1 STRN4 USP48 RBM27 SEL1L3 CDV3 PPP2R3C HECTD1 RFFL SEC22C PSMD5 BLNK HSP90AB1 ZNF184 IL12RB1 ABL1 KCNK6 SETD1A PRKY MED15 CCDC134 POLDIP3 AP1B1 PHF5A DAAM1 SIX4 ZC3H14 C14orf93 PSMA6 RAB5IF MROH8 JAG1 ZNF516 STS TBL1X ASB9 EEA1 SLC25A15 INTS6 PHKB NDRG4 MON1B USP31 SYT17 RNF40 CORO2B HOMER2 BMF OIP5 SGK3 CSPP1 INTS9 LAPTM4B PPP1R13L TBC1D17 RASAL3 DENND3 RPS19 BABAM1 ZNF175 ELL COPE LMBR1 EIF3B C1GALT1 MRPL32 TMEM248 AKNA SETX EIF3A CCSER2 SUFU GTPBP4 ZMIZ1 CASC3 TRIM37 ENO3 CYTH1 DHX58 ABCC3 EHD1 PRPF19 ANAPC15 CD81 GTF2H1 PSMD9 PRPF40B CD69 RAD51AP1 SH2B3 ENDOU VDR CAND1 LDHB PRKAB1 RAB35 MCM9 CCNC ALDH5A1 VNN1 TRIM38 TFEB PTK7 DNPH1 TENT4A MSH3 SEC24A PDGFRB TIMMDC1 MAPKAPK3 ACVR1 CLIP4 DOK1 GLS IL18RAP HPCAL1 PLEKHB2 SOS1 MSH6 IVNS1ABP CD58 RBBP5 ECE1 TMED5 B4GALT6 DCLRE1B CCNI TJP2 SET ALG2 ZC2HC1C YPEL5 IFIT2 MXI1 PCMT1 SORBS3 TBC1D15 CLCC1 GTDC1 CBX3 HNRNPA2B1 HOXA7 POLM DNAI1 SRGN LRP1 TUBA1B HJURP CSE1L ATP8A1 TRERF1 PACSIN1 BTN2A2 H1-3 H2BC11 AHNAK SH3TC1 INSIG2 TNFSF9 TRIP10 TNFSF14 SYMPK GPCPD1 NCLN CEP250 TUBGCP3 TRMT5 HNRNPH2 FGD3 SLC35E1 DGCR6L APOBEC3A EMC4 SPECC1 IRF5 WDFY4 DLL4 HEATR5A FOXA1 RHBDF2 DOHH MLLT1 GDF15 OSBPL2 ADRM1 CLIP1 TXLNGY PRR7 SLC6A6 CHD1L C19orf12 CCT6B NUP210 FCRLA DLG4 RIDA POLR3F DAP3 KHDC4 FCRL2 OSER1 UNC79 KATNBL1 AP4B1 ROCK2 RSAD2 IL6ST IL2RA EMP1 DDB2 NAA35 FAM189A2 ISCA1 SDS AKIRIN2 PRR5L TEC PLXNC1 RCBTB1 IL6 GH2 TXN NIBAN2 STXBP1 TLR4 HEMGN PDCL CD72 GRHPR FOXP4 SLC22A23 HMGA1 MDC1 CREBZF SORL1 MAP2K5 SLTM BCAR3 RABGGTB MNS1 MTTP ETV6 ETFBKMT SCAF11 TMEM132B ITGB7 MYG1 ZNF740 RHOF DENR SLC12A6 UBE2Q2 ARHGAP17 KATNB1 IRF8 MED9 AFG3L2 PIK3R5 CCDC40 SLC16A3 ANAPC11 NFIC VAV1 SOD1 RPL13A RERE C1orf216 MPC2 MGST3 ADAM15 KCNN3 ILF2 LYST SFXN5 CDCA7 DYNC1LI1 OSBPL10 LRIG1 NXPE3 RUBCN SETD7 NDUFS6 MARCHF6 FBXL17 TNFAIP8 PCYOX1L G3BP1 TRIM41 PHIP RARS2 CREB5 PURB TMEM209 OGT CHMP7 RGS20 GOLGA7 UHRF2 ZCCHC7 FBXO10 NR6A1 GPR107 KLHL35 ROM1 EML3 SOGA1 FERMT3 DOC2A ITGB1 ARID5B TMEM218 CCDC102B CCT5 CRIM1 ABCB9 TWF1 TMEM18 FAM160B1 NR3C2 ASAP2 BEND6 FAM168B MGAT5 POC5 HOMER1 CCDC50 PFKM DAB2 ACOXL CFDP1 CHD1 AK5 ABCA6 LONRF1 DIPK1A CXXC1 ZNF18 CDK19 MARVELD1 C16orf87 SLA MICU3 PSD3 C8orf37 SCAF4 FBRS WDR19 LDLRAP1 MRPL17 PRXL2C AUTS2 EIF5B B4GALT5 SPATA2 CD1C TMED4 PADI4 CYB5R1 PSMD4 ACE HSF2BP DEDD2 PCSK7 SHC1 CCDC12 MGAT4B ABCF3 PLXDC1 PRPSAP1 SCIMP FGF11 EIF4A1 TAF6L NXF1 SYVN1 TPCN2 DRAXIN PEF1 ZNF326 FCRLB SPATA17 B3GALNT2 COQ8A RNF149 NPPC PYGO2 YY1AP1 FCRL4 FCRL1 PYHIN1 AIM2 C4orf36 SLMAP RPP14 U2SURP ARHGEF3 MELTF CAMP INTU ABCE1 LMBRD2 WDR41 SYTL3 GPR146 KIAA1958 WNK2 ARHGAP12 FBXO33 INPPL1 NUDT5 ZNF219 TAF1D SPINT1 FBN1 ZNF202 RPL27A TMEM130 TMEM41B TVP23A ZNF667-AS1 PIP4K2C DIS3L CRK TPM4 MIDN DNAAF3 BSCL2 TRANK1 TTC21A RPSA LTBP3 MAP4K2 MAPK1IP1L RBPJ IRF2BP2 ARF4 HJV TMUB2 STAT3 LDLRAD4 LRP1B ZBTB5 GFM1 TNIP2 MAT2A ZRSR2 PLEKHA2 RAC3 YWHAG SPATA24 TRABD ATF7 KBTBD2 TPT1-AS1 FPR2 RBKS TRIM8 SCAND1 TMEM37 FAM98B ZNF581 ZBTB26 P2RY6 ATF7IP FBXL14 RRM2 MALT1 CEBPB ZNF131 BANP SNTG2 RAD9A PURG ZNF621 HECTD4 COMMD1 PLK3 RBM4B ATP2A2 RESF1 MRPS22 SH3BP5L CCDC14 CLCF1 RMI2 SSNA1 YES1 SPHK1 ANAPC2 KCMF1 SLCO3A1 RUFY1 SLC38A9 RHOG SLC25A22 CSTF2T ZC3H12D ZFAND2A EPM2AIP1 ZHX2 PER1 GVQW3 GATA2 FJX1 ZBTB18 CIITA LACC1 PCED1B ZNF771 FGD6 CCDC66 GLIPR1L2 H2AC6 H2BC4 PCGF5 EHMT1 POLR2A SIAH2 MRPS11 TMEM259 CLN8 EXOC7 SATB1 SPATA13 ALYREF CBX6 DGAT2L6 H2AC20 POU6F1 SS18L1 H2BC21 APOBR UNC93B5 BRF1 MANEAL H2BC13 UBALD2 METTL7A ZFP36L1 TRIM69 TEX38 TOR3A NAP1L2 BTN3A2 RTN4RL2 PTMA USP7 NANOS3 SAMD11 SPRY4 SEMA4D UBQLN2 C15orf62 CENPP CLN3 RHCE LITAF CRYM-AS1 JPT1 TSPYL1 IL1RAP SUPT3H EVL EPHB4 ANAPC7 TCF4 ZNF700 GMFB ARRDC1 H3C12 SND1 ENTPD4 SVIL KLHL14 ZNF460 MCMBP NKIRAS1 H2BC12 NOL8 ZNF335 ZNF770 ZNF583 ZNF43 C2CD4A MSRB1 ZNF830 BRINP2 APRT MFAP3L RNU5D-1 RNU1-19P SNORA33 RNU4-75P COX20 MIR29B2CHG SMIM9 MACO1 BRD2 HLA-DMA CSHL1 NFKBIL1 PRR3 GNL1 AKT1S1 TRIM27 TCTN1 NAP1L4 TMSB4X THUMPD3-AS1 RNA5SP122 RNU6-535P MIR106B IGKC IGKV5-2 IGLV7-46 IGLV7-43 IGLV3-27 IGLV3-25 IGLV3-16 IGLV3-10 TRAV36DV7 TRAJ61 TRAJ7 TRAJ5 SNORD12 SNORA26 AURKAP1 CSH2 SUPT4H1 NRAS ARL2 NCKIPSD ATF6B CLIC1 LINC00887 CAPN14 TOMM6 ALOX12-AS1 TTC3P1 H2AC10P RNU6ATAC16P SLC12A8 BTBD19 RNA5SP95 RN7SKP123 LINC01342 HLA-DPB1 ABCC5-AS1 ATXN1L HSD52 LINC01058 PLEKHM1 LRRK2-DT LINC01504 LINC00431 BAIAP2-DT LINC02608 HMGN2P7 DANCR GEMIN8P4 DHFR THRB-AS1 HNF4A-AS1 GTF2IRD1P1 LINC00332 LINC02541 SPRY4-AS1 MAP4K3-DT LINC01353 RSL24D1P11 LINC-PINT PIK3CD-AS2 DOC2GP AC067945.2 DARS1-AS1 GOT2P7 LINC01765 CTC-338M12.4 TMEM97P1 JAZF1-AS1 LINC01506 LINC01287 MTND5P23 LINC02532 PPP1R3E EPN2-AS1 L3MBTL2-AS1 TTC28-AS1 ZBED5 UST-AS2 LINC01010 LINC01852 NDUFA6-DT LINC01275 AL391832.2 ZEB2-AS1 SNORD54 RNU7-27P IGKV1D-8 AC078785.1 PCDHGC3 ACAD11 RN7SL328P LINC00886 PLCXD2 ARHGAP31-AS1 C22orf39 HLA-DMB ETV5 KRTAP4-2 UBE2V1 LINC02709 NEAT1 RAB30-DT AC107959.2 PRR7-AS1 LINC02288 AC100861.1 H2AJ LINC02100 NEUROG2-AS1 AC139887.2 AC026725.1 MCPH1-AS1 SMIM20 AL139353.2 AC114296.1 UCHL1-AS1 SNRPCP2 RPL32P3 MALAT1 LINC02159 LINC02099 MIR3142HG CERNA3 OTUD6B-AS1 SRSF3P2 LINC02422 HMBS FNTB AC009779.2 MAP1LC3B2 RHOXF1-AS1 TUBB3 EDDM3DP BLOC1S5-TXNDC5 NPM1P20 UBE2Q2P2 LINC02846 CENPN-AS1 AC005730.2 AC138627.1 TBILA DLGAP1-AS2 MIR193BHG AC133552.2 MIR3621 LINC00667 MIR4439 SNORD55 MIR3124 MIR5194 MIR4638 MIR5696 MIR4710 MIR5188 MIR3143 TXNIP RN7SL371P MIR4281 AP002478.1 NCOA4 ASB16-AS1 AC036176.1 S1PR2 CARD8-AS1 LINC02132 ZSCAN16-AS1 ZNF587B BUD13P1 HTATSF1P2 AL451085.2 LINC01215 CYB561D2 CASC15 NUP153-AS1 TIMMDC1-DT MIOS-DT ARL2-SNX15 MIR4727 H2BC17 APONP H2AC12 SYNRG CCL4 MIR5787 RN7SKP175 H2BC3 H2AC8 H2BC7 GTSE1-DT CEBPB-AS1 CCL3 H2AC4 H2AC17 MIR325HG ARRDC3-AS1 MIR4434 RN7SK MIR3662 MIR3926-2 BARHL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BARHL1_TARGET_GENES SNX11 DVL2 DHX33 REX1BD IFRD1 CDK11A MGST1 RPS20 STARD3NL ZNF200 CLCN6 RNF216 LARS2 ANLN BRCA1 RNF14 ZC3H3 NCDN NCAPH2 CENPQ ARID4A ZCCHC8 ABCF2 RFC1 CLEC16A PARP3 SPATA7 YTHDC2 FAM214A TPR MAP4 NOP16 RAD51 USP36 PRDM1 TMCC3 STYK1 SPHK2 RPL18 CA11 ADAT1 COL17A1 CDK13 NFYC LRRC40 THUMPD1 IDI1 PKM RRP15 RASSF1 FTSJ1 LAPTM4A RAD18 ZFYVE26 XRCC1 SLC24A1 HACD3 MLH1 ZCWPW1 VDAC3 SENP1 PAFAH1B3 PUM3 MOK CCNT2 FAM135A GEMIN5 ZNF213 RBM22 PSMC5 RFX2 DZANK1 CFAP61 RPLP0 DDX24 SPTLC1 CCNK NDUFB2 P3H2 OSBPL8 PPP2R3C SEC22C CREM NUBP2 EFHC1 MZF1 FBXL19 POLR2E TFIP11 L3MBTL2 RANGAP1 PRMT5 AHSA1 PRORP DCAF11 TPD52L2 PRPF6 MTG2 HM13 TM9SF4 CRNKL1 MROH8 CDK5RAP1 TTI1 RPRD1B DNTTIP1 PIGU USP14 PARP4 NUTF2 HAGHL HMOX2 RPGRIP1L TMC5 GABPB1 EIF3J ZFAND1 EIF3E EMC2 ARMC1 MTMR9 BNIP3L TBC1D17 POP4 MRPL4 CYTH2 DNAJC2 PON3 HBP1 SSBP1 HIBADH FKBP14 MOSPD3 RPA3 AGR2 RHEB TRIM37 DHX40 KPNB1 RECQL5 FTSJ3 MRPL27 CLCN3 TBC1D19 FNBP4 DTX4 CCDC86 RPS13 CSRNP2 MAGOHB PRR4 DDX55 COPZ1 SUDS3 DSE MRPL2 IK TTC1 TARS1 NUP155 C5orf15 PPWD1 TRIM23 NPRL2 RPL24 CYB561D2 NCBP2 HEMK1 EEF1B2 FAHD2A SLC35F5 GTF3C2 EIF2B4 SNX17 SDC1 ORC2 PNO1 NFE2L2 MECR RGS2 SRSF11 C1orf109 RLF EBNA1BP2 KPTN RPN2 UBE2B CNTRL VPS4B FCF1 AREL1 TTLL5 DLST GPAM SMNDC1 CAAP1 CENPL PROSER1 SERP1 SLC35B1 KLHL7 HERPUD2 SMU1 CYREN WDR83 SPATS2 BAZ2B EXOSC9 WFDC3 TTPAL PIGT NAGK ZNF576 RIOK1 EEF1E1 MRPS7 GGA3 NT5C SDCBP2 RBM42 BECN1 ZNF384 EMG1 TRMT5 NUP214 AAMP PEX1 TUBGCP6 LSM8 PARP2 PRKCSH TOMM40 GTPBP3 CRB3 PPAN DNMT1 NOL11 KIF3A PSME3 ZSCAN5A TMEM128 NIP7 POLR3F RHBG MMACHC ZBED3 WDR74 ERG28 DGLUCY CCNB1 EMC7 REG4 LDHA GNL2 ERCC5 ARHGAP32 ISCA1 ITGA7 BLOC1S1 COG2 CEP350 MRPL44 PWP1 LMO7 NUP42 ZFHX2 EPRS1 IMP4 PRPF4 GOLGA1 NCBP1 PLAA APTX NARS2 NEK1 NDUFAF1 HAUS2 BCAR3 GTF2B IFT172 ASNSD1 PPIG INTS14 G3BP2 USO1 MTTP MMAB VPS33A RHOF DENR SLC38A6 NIPA2 GCNT3 HMG20A POLG ABHD2 TICRR FTO MBD1 TMEM91 URB1 SAE1 ZNF473 KIAA0319L BCL10 RPS8 HDGF ADAM15 GUK1 CALM2 NPHP1 FANCD2 CNOT9 STK11IP EIF2A OSBPL11 PLAC8 CCNA2 METTL14 NAF1 IQGAP2 GIN1 PPIP5K2 BDP1 G3BP1 BOD1 ZMAT2 TRIM41 HIGD2A ABT1 RPL7L1 CDCA5 CCT6A PSPH MEPCE BIN3 POLR2K ASB6 NTMT1 ARFGAP2 FADS1 INCENP CHEK1 CNBD2 MRPL49 FAU UBC NUBPL EPS8 QTRT2 GUF1 ARL14EP ATP5F1A POC5 PFKM RAD17 RANBP2 AHCTF1 NMRAL1 MIA3 TSEN2 FBXL18 CNOT8 NUP205 MED7 DPY19L4 CCT8 ATP5MPL PHKG2 BUB1B BRPF1 ODR4 ST3GAL2 DHRS1 ADPGK DFFA WDR4 NDUFV3 CFAP410 MED27 ADAR RUSC1 PMF1 FBXL13 SAP30BP RACGAP1 RAVER1 EIF4A1 SPSB3 ZFPL1 TM2D1 MRPL55 WDCP CCDC191 COX18 RPP14 RBM47 RCHY1 KIF15 POLR2H RPL39L BAP1 GNL3 AIMP1 SLC9B1 ZNF589 ATRIP MON1A TMEM144 CAGE1 LMTK2 SLC4A2 SKA3 NEMF RPUSD4 BORCS5 TRUB1 IFI27L1 TAF1D CEP57 RAB8B NOLC1 CUL5 TAF10 ZNF143 RIMKLB HSP90B1 AP1G1 CLPX RCCD1 RRM1 ZNF23 GLOD4 RILP PAFAH1B2 DNAJC7 STX18 E2F6 CSNK1G1 MRPL1 TRIM56 USP38 ZNF212 TMED10 ACYP2 TRIAP1 MORN4 ZNF692 SCAND1 ZNF561 MRM3 RPS7 RNASEH1 ORMDL3 TP53RK DHCR7 MRPL57 TNKS MAP3K11 ZNRD2 TOMM20 ENDOV TRMT10C PIGG ZBTB4 MSL2 LARP7 BRMS1 THAP6 MRPS22 CENPS TMEM9B RPS6KB2 SLC35E3 LYSMD3 SSNA1 ANAPC2 CDC26 EID2 SGF29 RMDN1 MTHFR SLC38A9 SH2B1 WDR6 ZFAND2A APOLD1 PFAS TUFM EIF3K EXD1 ALOXE3 HMGN2P46 PCBP1-AS1 PSTK SOCS4 RCC1 H2AC6 SKIDA1 H2BC4 CAPS2 LRRC57 POLR2A SNRPE ANXA2 ZNF721 ARHGEF37 RABIF GDPGP1 COA3 UQCR10 WDR27 AP3M1 RPS27L RAB11B CIDECP1 KIF18B BLOC1S4 ANKRD37 LYRM7 CHP1 SPRY4 FAM122A RBM34 NHLRC3 RPL14 KCTD21 C15orf61 TSPYL1 FHIT LONP1 PIK3R4 TPK1 SNHG17 NOP9 FUT11 ABCB8 C1D LRP10 MIB2 ZNF460 TAF13 H4-16 ZNF181 INKA2 ZNF44 SNHG12 HIBCH ZKSCAN8 ZNF26 NBR2 WDHD1 COPS8 EIF1AY CNOT7 TOP1 MIR375 VTRNA1-2 RNU5E-6P ASAH2B STK19 DXO PPP1R11 SERPINB5 SNORD12C NRAS COG8 GTF2H4 IFRD2 SEPTIN7P2 LINC01347 PHB2 CCDC7 FAM228B VPS52 LAPTM4A-DT CCNT2-AS1 P3H2-AS1 RABGAP1L-DT SDAD1P1 DHFR WEE2-AS1 KLHL7-DT ZNF341-AS1 MANCR SNHG15 RNASEH1-AS1 APOA1-AS LINC01409 RN7SL521P PPAN-P2RY11 CFAP57 GABPB1-AS1 AC009292.1 RAD51-AS1 SEPTIN7P14 STX18-AS1 CDK11B HAUS5 ZBED3-AS1 PINX1 BRK1 HTD2 ZNF252P-AS1 SNHG1 PXN-AS1 URB1-AS1 POLG2 GATC BCDIN3D-AS1 C17orf49 THTPA MIR762HG ZNRD2-AS1 PMF1-BGLAP AC096734.2 CCPG1 Z95115.1 AC124068.2 AC099518.4 GAN RNF213-AS1 ZNF213-AS1 EEF1E1-BLOC1S5 ASB16-AS1 ZNF561-AS1 AC002115.1 ZNF460-AS1 NAPA-AS1 AC132192.2 RAB11B-AS1 SNHG8 LINC02427 NFYC-AS1 LINC01023 GTF2IP13 GTF2IP20 STAG3L5P-PVRIG2P-PILRB CWC25 TAF9 SNORD25 ZNF2 H2AC15 RNU12 CCDC163 METTL14-DT GTF2IP12 KDM1A IBTK ITGA3 DBF4 COX10 ELAC2 CDKL3 CCDC124 PAFAH1B1 SYPL1 PIK3C2A WWTR1 RNF10 NDUFS1 BCLAF1 PNPLA6 WDR37 JKAMP THRAP3 NDC1 SFSWAP INTS13 DGKA ROCK1 COASY GRIPAP1 LRP6 NUCB2 JMJD6 RPL31 LLGL2 KDM5A CLNS1A SLC25A40 NFKB2 PPP1R12B FAM76B BZW1 XPO1 SLC27A5 YTHDC1 AK6 SEH1L UIMC1 DYNLL1 SLC9A1 SPG21 HECTD1 NUP188 CRAT JAK2 TRMT2A RANBP1 CRKL SLC25A1 SRRD POLDIP3 ZMAT5 TXN2 SDR39U1 ATP6V1D PCIF1 CHMP4B MGRN1 ESRP2 ELOB DECR1 CHRAC1 MAP4K1 SARS2 CCDC130 VRK3 CACTIN FZR1 CCDC114 WDR83OS GSK3A MET HOXA6 TAX1BP1 NOD1 EIF3B SNX8 WASL PCOLCE TMEM248 TBL2 CORO2A CPEB3 CUEDC2 DKK1 TASOR2 YWHAE UBE2D3 SEPSECS SH3D19 STIM2 LRP2BP NAA40 PRPF40B ASIC1 MVK FOXM1 AKAP3 CREBL2 SLC38A1 COX6A1 SRSF9 NEDD9 SOD2 MRPL18 HBS1L MAN2A1 HMGCR MSH3 LNPEP PDE4D TRAPPC13 WWC1 CSNK1A1 CPEB4 RNF7 FXR1 CISH MAPKAPK3 RRP9 PIKFYVE SF3B6 STAT1 SOS1 COX7A2L C1orf21 KLHL12 USP35 CCNI PTPA CRIPT IDE HELLS KANSL1 ACAT2 TCP1 PLS1 MTIF3 RPAP2 BBS9 EEPD1 NT5C3A ARL4A CENPK ZNFX1 ATP8A1 NUP153 CNOT1 MIF4GD ATG4C GZF1 PSMF1 DSTN EIF2S2 TUBGCP3 SCAF1 L3HYPDH YEATS4 GFER PNKD RBM48 YWHAH KLHDC10 MRPS12 EIF2AK4 ALDH1A2 ILF3 TMEM160 C12orf65 HACL1 NDUFA2 DNAJB1 PTPRA MED6 EIF2S1 PPHLN1 HAVCR2 TBX3 ZC3H10 PKIB USP37 COX5B MTHFS SRSF1 C9orf78 USP20 TSTD2 RPL35 ARPC5L UBAP2 KLC4 YIPF3 VARS2 RSL24D1 ATAD1 ABI2 TMOD3 ZGRF1 RASGEF1B SCARB2 CASP6 ZCRB1 SCAF11 ESYT1 ESD ARMH4 SERF2 ETFA IQGAP1 BCAS3 OSBPL1A SIRT3 IFNAR1 PSMB6 GPN2 PPOX ZNF687 EIF2D EML4 ZNF514 TRMT10A TBCK USP53 SKP2 PLK2 DDX46 TNIP1 MMUT C7orf50 LUC7L2 EBAG9 MFSD14B SNX30 COMMD3 HIRIP3 FSIP1 UEVLD VIPAS39 PTPRO TMEM267 TIAL1 RABGAP1L TADA1 MBNL1 TXNDC11 TMEM251 RPIA CFDP1 RABGEF1 EME1 OTUD6B DBI VPS37A PSD3 ADK PCDH1 ZNF689 BRAF SPPL3 STARD9 ATAD3B TLCD1 ZNF394 PSMC2 LRRC56 FDXR LARP4 UBXN1 TTC9C TAF6L CMPK1 ACP6 DHX57 CGGBP1 SNHG16 CRELD1 KIAA1143 PBRM1 CCDC51 ICE1 LMBRD2 GRPEL2 KIAA0895 BMT2 CDK5 PHAX ZHX1 KIAA1958 PIGO USP54 SEC11C CERCAM COQ7 TBC1D16 IRGQ PPP2R3B NCKAP5L OTUB1 SLC3A2 FADD IRF2 TMUB2 ADAL SNTB2 LRRC28 PPIC CD2BP2 SLC50A1 SLC33A1 PCBP1 INO80E NFU1 SPNS1 FAM161A ARMC10 MFN1 FAM98B EXOSC1 MRPL36 MLLT3 PPIH DRC3 CERS6 TMCC1 CKS1B MZT2A PPP1R14B RCE1 EIF1 MARCHF3 FBXO45 SLC16A13 HRAS CATSPERD ZNF654 SH3BP5L CSRP2 DOLK TOM1L2 MYPOP ZSCAN2 CNTD1 EFCAB5 ZFAS1 ARL6IP6 EPM2AIP1 TMEM52 SELENOW PTPN11 EIF3J-DT SEPHS2 CLRN3 C1orf105 CYB5D1 PGBD4 NAA38 SH2D7 SETD3 TRIM52 MACC1 TOB2 XPOT NOC4L C6orf120 DDX51 SEPTIN7P13 NR2F2 INKA1 PSMD13 YTHDF3 WDR53 GSAP C2orf76 ARAP1 HEXIM1 PTMA PMS2CL MORN2 ZNF669 BLOC1S5 LIN54 SUPT3H NIF3L1 POM121 EPHB4 ZFP62 ZNF33B MAML3 ZNF252P AP2A1 WDR5B ZNF398 PCBP2 PCNX3 MAP3K5 ATG7 SIPA1L1 PSAP FAM118B SPG7 CCDC151 MARCHF5 ZNF770 TMEM116 SDAD1 FAN1 LDB1 LRIG2 NAGA RNU5D-1 RNU4-2 COX20 SNHG5 AKT1S1 ZBTB48 C12orf73 PDE7A LOH12CR2 CENPBD1P1 DDX47 FBXO16 TTC41P STARD10 HNRNPUL2 TMEM167B IGSF23 CFL1P1 AC005076.1 AC097468.1 LINC01357 PELATON PCOLCE-AS1 CYP4A22-AS1 AL606760.1 SRRM5 ZFAND2A-DT MIR194-2HG C9orf147 RPS18 PRH1 TMA7 LINC01237 H2BC15 AC005083.1 RPL34-DT HNRNPUL2-BSCL2 COX10-AS1 PRKG1-AS1 SNORD54 PPIL3 ISY1 WWTR1-AS1 SNHG3 STAG3L5P KCTD7 WDR92 UBE2V1 UBE2D3-AS1 CENPS-CORT SHLD3 CERNA3 TMEM9B-AS1 AC093510.1 AL132780.1 PSMA3-AS1 BLOC1S5-TXNDC5 IRAIN IQCH-AS1 C15orf65 ISY1-RAB43 DHX33-DT AC025682.1 SNORD55 MIR4258 MIR3124 MIR4519 ILF3-DT AC015936.1 AC006116.7 NCBP2AS2 AL031055.1 AC100812.1 NUDT3 BTF3-DT SLC30A6-DT ZNHIT3 MIR4727 SNORA24 SNORD26 H2AC16 RPPH1 RASSF1-AS1 SEPSECS-AS1 IRX2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/IRX2_TARGET_GENES ANKIB1 KRIT1 IFRD1 NCAPD2 NCDN ZCCHC8 TPR THRAP3 TNPO3 DGKA PKM DHX8 CTTNBP2 ZCWPW1 CHMP2B BRAP DLL3 SEC22C CDC23 COG4 CSPP1 KLHDC4 HNRNPL POP4 AVL9 RUNDC3B TMEM248 OCIAD1 SLC38A1 MRPL51 CDCA3 USP5 BBX GORASP1 GON4L ATP6V0B UCHL3 PTPA COPS5 FYTTD1 IKZF4 ZNFX1 ZNF391 PCNX4 DYRK2 MTERF1 INO80 ARPP19 HACL1 NR1H2 MMACHC DGLUCY CCNH CCDC146 HNRNPA1 MIP TBRG4 SLC31A1 APTX CTDSPL2 KNL1 ACTR2 TCHP TARBP2 SERF2 UQCRC2 NOL3 GFOD2 RPS11 SH3BGRL3 KIAA0319L SRP9 MEIS1 EAF1 ABHD10 RUBCN USP53 RNF44 MEPCE NSD3 ATM UEVLD MFSD6 PFKM HS2ST1 XPC MOV10 GRHL3 EMSY NBL1 FAM160B2 GPBP1L1 TMEM69 NEK8 TLCD1 PSMC2 DBF4B NIPAL1 SHISA5 SP8 HNRNPK ZNF219 TCP11L2 STAT6 MBD6 MYO5B GHDC SCNN1B HR NPNT BRD7P3 TBC1D10B BTD KRT8 HSPA4 STARD5 PDP2 C1QA GOLIM4 CSTF3 WSB2 EFCAB5 ZFAS1 CRACR2B RMI1 MYLPF PGBD4 ANXA2 SELENOF TRIM52 TRIM69 CDIN1 PTMA SF3B3 GDAP2 ZNF780A LEKR1 GET3 FAM3D OR5BS1P SCAMP5 RN7SKP10 PSORS1C1 DENND6B HACD2 SNORD12C SUPT4H1 CLIC1 ZMIZ1-AS1 MRPL20-AS1 TPI1P2 AC092171.3 COX10-AS1 LINC01065 MYLK-AS1 NEAT1 CSTF3-DT FAM222A-AS1 AC025043.1 AC005837.1 CIRBP-AS1 CCDC163 FOXQ1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXQ1_TARGET_GENES HYAL2 EED ANKRD13A PAFAH1B3 SIRT4 MYL12A PPP1R13L EIF3B SNX8 ANKMY2 BCCIP SMC3 BCL6 POLR1G FAM53C STK35 BZW2 UQCRC2 WRAP53 NOCT WASF2 SYVN1 PMVK PRKCI CPSF2 DNAAF3 TADA3 MRPS11 NDUFB1 HEXIM1 COMMD6 UROS OGA KCNIP2-AS1 ARPC4 ARPC4-TTLL3 MRPL46 TAF15 ZNF436_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF436_TARGET_GENES LASP1 PLXND1 TMEM132A SPATA20 RHBDF1 RHOBTB2 DPF1 ERCC1 ALOX5 DDX11 RIPOR1 AP2S1 FAM214A SNX29 ITIH1 CROCC ATP2C2 RFXANK EYA2 ABCA7 IDH3G CNGB1 TBX21 PPP2R2C KCNQ2 FSCN1 NMRK2 CIC TTC39A ACOX3 AURKA SLC4A11 ARHGAP4 SCFD1 MAST3 CATSPERG FBXL19 PALM MFNG ANKRD54 POLR2F RASL10A GRAP2 NCF4 CSF2RB RBX1 CSTF1 ACOT8 TSC2 MTHFSD HAGHL RHBDL1 CDIPT CSK RASL12 NDRG1 SPAG1 NUCB1 ECH1 SARS2 PIH1D1 KLC3 SF3A2 TRMT1 TIMM44 AKT2 PLD3 PRKD2 CACTIN DENND3 PTPRS FGF21 PIK3R2 TMEM59L KXD1 FKBP8 NPVF IQCE GHRHR SHOC2 PBLD RAI1 SYNGR2 SGCA HGFAC CD81 SLC11A2 SH2B3 RASAL1 MDGA1 HBS1L MDFI ITK NPR3 ABTB1 GORASP1 VIPR1 SLC30A3 REEP6 PCSK4 KISS1R HDAC1 DOCK7 FBXO2 ECE1 SLC2A1 MAN1C1 RPA2 CTSD FBXW2 NEK6 ADCY7 ECHDC2 RPL5 POLM CIT ATPAF1 BCAS4 PEPD PACSIN1 SPDEF SSUH2 DOK4 SH2D3A PSMF1 OVOL2 RBM42 SYNGR3 PKMYT1 CCDC136 KLK8 GAMT PRKCSH GTPBP3 PGLS FCHO1 MAP1S PAK4 FIBCD1 ATG4D GMFG ARHGEF16 EPS8L1 RPA1 EEFSEC ZSWIM3 BTBD2 MYO18B NAPG SPOCD1 WDR36 SRPK2 KCNH3 SEMA4F RNASEL GCC2 STAB2 DRAM1 GABBR2 NR5A1 VARS2 BCAR3 ATIC TMOD3 PIANP FOXN4 SMARCC2 BRCA2 GALNT6 RHOF GCNT3 ULK3 MFGE8 NDUFB10 TAF4B TMC6 PFKL MVB12A FBN3 NOSIP SYTL1 CSRNP1 ZMAT2 CIZ1 PROSER2 FADS1 ESAM NEK7 CENPU HNRNPU ING1 PRR14 LRP8 SLC38A10 LDLRAP1 BTG2 CES5A ZFYVE28 CCDC117 ZNF221 PDXK SPTBN4 CCDC12 DVL3 PLCD3 CCDC42 CCDC78 ALPL HIPK1 FBLN2 TPRA1 MELTF COG5 HSPA12A SMCO4 DEPDC4 BEAN1 PLEKHA7 SMAD3 TPM4 SPINT2 TRPV3 HSD11B1L SEPTIN2 GBX2 HJV THBS3 ACTRT2 CMTM8 SLC23A1 KISS1 ELOVL6 ALK ATP6V0E2 CXXC5 LRRC34 CYP4F22 KLF11 TEFM ABCG4 PRSS27 CTSW MTX1 PC HSPB7 CD7 C1QTNF1 PELI3 FUT1 LRRC25 ETV4 DPP7 CCDC71 ARIH2 PIDD1 ZNRF3-AS1 TWF1P1 TMPRSS9 SLC25A20 TMEM125 NKPD1 ANKRD18A MCFD2 ZNF746 YIPF6 TMEM259 TRAK1 BEGAIN AIFM3 DNAH2 ADAP2 PLA2G6 C1QTNF8 SEPTIN9 ANKS1B NELFA TEDC1 MAPK11 ADAMTSL5 TEX38 SMYD4 PRR5 VSIG10L KRT14 KRTAP13-4 EMID1 PNLIPRP1 SAMD11 FAM122A KLHL17 ANKRD19P CERKL C19orf54 KRTDAP FAM83G ZNF573 TOGARAM2 SH2D5 SEMA4A ZSCAN25 DACT3 STPG3 MDS2 TEX45 MTCO3P12 MT-ND4 MIR379 RNU5A-1 LINC00963 TMEM273 LST1 FAM201A KRT17P4 RNU6-1241P PRR22 HEXA GTF2H4 TTC41P BBIP1 STARD10 CDIPTOSP CELA3B RNU6ATAC18P MIR1249 HLA-DPB1 LINC00620 ARL2BPP10 LINC01771 ODF2-AS1 ANKRD18DP LINC01548 TOB1-AS1 LINC00595 ANKRD18B B4GALT1-AS1 LINC01503 HIPK1-AS1 TNFRSF14-AS1 TNFRSF13B C4orf48 DACT3-AS1 LINC01234 RNU7-124P RNU2-19P TMEM200B TREHP1 STH LINC02298 LINC02206 TGFBR3L HEXA-AS1 AC099489.3 MIR4311 RN7SL665P MIR4425 MIR3619 MYO15B LINC00906 SMUG1P1 LINC02560 FBXO17 MIR6753 MIR6745 LINC01012 CAMKK1 ALDH3B1 MLXIPL MRI1 EPN3 EML1 TCF3 SREBF1 STK10 SIRT6 MMP2 LZTS3 SLC8B1 CERS4 OSM GGA1 KIAA0930 BMP7 NKAIN4 PTK6 ATP8B4 CKM AMBP AKNA NEURL1 UNC119 ELK3 PDGFRB TFCP2L1 TRIM62 SLC8A2 EEPD1 GLIPR2 NR4A1 PRMT1 TRAF2 UQCR11 GFER ASPHD2 LOXL1 UNC13A OLFM1 MAP3K10 NES MICAL2 CTIF TSPAN31 RAC1 MYO7A GRB7 ARHGEF19 PRUNE1 DUSP10 PLEKHA6 ZNF514 VGLL4 TMEM44 FERMT3 PLOD2 PPARGC1B MED7 LAD1 SHKBP1 RDH13 TAOK1 NBEAL2 S100A9 COL6A3 ABHD6 HPS3 PACSIN3 IFI27 ANPEP CRK ZNF226 TRAPPC9 YIF1B UBXN6 PLIN4 IGFBP6 HID1 TMC8 SFTPC RGS14 SIN3A LRRC45 P2RY1 SPSB1 NIPAL4 GPR137 MAP3K11 PITPNA ARHGAP45 NUDT14 POU6F1 CFAP73 TNFRSF18 ESPN LCTL RHCE NELFB ZAR1L SUPT5H LONP1 TRPV1 SRC SSPOP PIM3 APRT RNU6-560P LINC00951 C2orf72 SLC44A4 ADGRG1 HBA1 IFITM9P ADAT3 LIPE-AS1 KRT42P MEG9 OACYLP SCAMP4 AL669831.3 HOTAIRM1 LINC01136 TSPEAR-AS1 ITIH4-AS1 MTND5P11 LINC02517 LINC02600 AC022217.2 LINC00051 AC090136.3 CUX1 BEAN1-AS1 LINC01838 STPG3-AS1 LINC02255 ZNF407_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF407_TARGET_GENES SCYL3 ANKIB1 KRIT1 RAD52 ALS2 AK2 VPS50 DVL2 PRSS22 POLR2J DHX33 REXO5 MSL3 TSPOAP1 MYCBP2 MAP3K14 SPATA20 ETV1 PAF1 CDKL3 LUC7L CRAMP1 CSDE1 VTA1 BAZ1B RANBP9 DYRK4 ZNF207 CLCN6 NME1-NME2 AKAP8L MBTD1 UTP18 PTBP1 SYT7 CALCOCO1 UFL1 NUDCD3 PHLDB1 NRXN3 CPS1 ZNF839 ZDHHC6 NDUFS1 AKAP11 DEPDC1 KPNA6 FAS SNX1 HMGB3 IKZF2 EIPR1 ALG1 PEX3 RPL26L1 METTL1 BOD1L1 MTREX RAI14 SPDL1 STAU2 PHF23 PSMA4 RETSAT CAPG EPHA3 ATP6V1H TPR ARHGAP6 USP28 ADAMTS6 H6PD ARID1B PTCD2 RAD51 FOXN3 USE1 AP5M1 SDCCAG8 FAM168A RC3H2 TRAF3IP2 TMCC3 POLR3E ZC3H11A PARP12 CCAR1 MRPS35 EIF4B EPN1 MED29 HAGH SPA17 SUGP2 ABCA7 TAF11 ZNF76 NTHL1 WDR3 YBX1 ELAVL1 ZMYND12 ISOC1 ARFGEF1 PFKP TNFRSF1A PKM DHX29 ROCK1 HYAL2 COASY PRR11 TTC7A ERLEC1 PIGB RAB27A SMG6 EXOC5 RNF126 MNT POLB PRKACA ZFYVE26 AFF4 RHOBTB1 MARK2 TRNT1 FBXW11 DERL2 PDE8A PICALM CLASP1 EED MYDGF ZNF638 WDR62 ANKRD13A MAP2K7 SNRPA DYNC1I2 LRCH4 POLD3 ACTN2 PIAS2 MCCC1 TULP3 PCM1 CDC14A KIF22 RFX3 RAB21 PUM3 AP4E1 RSBN1 CXCL2 OSTM1 STK17B DUSP12 DELE1 HSPB11 CCNT2 FAM135A TRAF5 MRPL22 GEMIN5 ERC1 ZNF324 NKAIN1 COL16A1 AGBL5 KIF3C MYNN SCAMP1 MAP3K4 CHERP NFX1 TMED2 TXLNG PPEF1 ZW10 ALG9 ACOX3 PPP1R15A SRRT BAX NLK METTL2A KIF9 ATRN SNX5 RPL6 ESF1 KIF16B TRMT6 BRAP ERP29 ZNF302 HEPH NECAP1 DHX32 RCOR1 LTBP4 MRPS33 CERS4 MCOLN1 IL5RA SPAG7 PPP2R3C HAUS4 OSGEP SUPT16H SEMA6A NUP50 CDC6 AAAS SUCO DHPS HOOK2 NUP188 CWF19L1 IKZF5 WAC HSP90AB1 ZNF184 SIRT1 IFT74 TMED1 ERMP1 WASHC2A STX1B HSD3B7 TIMM13 POLRMT PALM BCL2L13 CABIN1 ESS2 PICK1 RTCB PACSIN2 PDGFB RPL3 MYH9 SAMM50 TNRC6B L3MBTL2 RANGAP1 ZBED4 AP4S1 CDKL1 DDHD1 CGRRF1 PSMC1 RPS6KA5 PSMB5 YY1 APEX1 PABPN1 PRORP SEC23A NFATC4 TRPC4AP GINS1 RAB5IF TPD52L2 DIDO1 GID8 NDUFAF5 CDS2 MROH8 PIGU MYL12A PSMD10 ATG4A NXT2 FMR1 GLA FNDC3A MRPS31 MAPK3 PHKB LYRM1 NUTF2 CENPT LONP2 ACD CYB5B VAC14 SLC7A6OS CMC2 NPRL3 MPG NECAB2 TSC2 CLCN7 FBXO31 GSPT1 CLUAP1 UBFD1 EARS2 RBL2 RPGRIP1L MAZ STX4 CDIPT TMC5 VPS35L KNOP1 RAB11A FAH RPAP1 TMEM87A CEP152 GABPB1 TJP1 BMF DMXL2 BLOC1S6 ZFAND1 EMC2 ARMC1 GSDMD ASAH1 CLPTM1 RELB PLEKHJ1 SF3A2 TRMT1 STX10 IL4I1 SNAPC2 PPP6R1 ILVBL URI1 RPS16 TIMM50 GPI PLD3 PIAS4 YJU2 TBCB POLR2I BABAM1 CARD8 ZNF175 RAB3D TMEM205 TNPO2 WDR83OS PRPF31 TFPT RAB3A ARMC6 MAG LSR CFAP69 NAMPT ABHD11 STX1A EIF3B SNX8 FBXO24 USP42 AP1S1 PLOD3 ZNHIT1 TMEM106B ANKMY2 CHCHD3 TMEM248 EIF4H KDM4C FUBP3 EXOSC3 DNMBP ERLIN1 SEC23IP MINPP1 LZTS2 CUEDC2 GTPBP4 BCCIP MTPAP XPNPEP1 SMC3 SHOC2 CUL2 PBLD RAPGEFL1 RAD51C MTMR4 DHX40 CDK5RAP3 INTS2 HOXB6 BLMH CCDC47 SMARCD2 ICAM2 B9D1 DDX5 C17orf75 LGALS3BP RAB5C MRPL27 EFTUD2 PRKAR1A NAT9 TMEM104 PHF12 NDUFC1 RPL34 GRPEL1 GAR1 FRG1 SEPSECS SIAE EHD1 PPP6R3 FOLR1 COMMD9 HPS5 GTF2H1 PSMD9 PRPF40B CLEC2B COQ5 MVK IL23A RSRC2 GLI1 LTA4H FOXM1 GPN3 VPS29 AKAP3 MANSC1 CREBL2 ACAD10 CDKN1B OGFOD2 RAB5B KRR1 COPS7A CDCA3 USP5 C12orf57 SUDS3 PHC1 COX6A1 MAN1A1 HDDC2 NCOA7 RNF8 ZNF451 MED23 SMAP1 RPS12 CCND3 BYSL CUL9 TMEM30A NME5 MRPS27 MSH3 POLR3G SUB1 TARS1 RAD1 BRIX1 RAD50 IL5 NUP155 PPP2CA TRIM23 TRAPPC13 BNIP1 STC2 CPEB4 SELENOK BCL6 UBE3A RPL24 KLHL18 EIF1B ARHGEF26 PLCH1 EIF4G1 EEF1B2 KANSL3 TTL FAHD2A DNAJC27 STAM2 CENPA MPV17 GTF3C2 EIF2B4 PSMD14 SNX17 ASB3 GCA INO80B TTC31 MRPL19 LANCL1 WDR75 UNC50 ELMOD3 USP34 GGCX COQ10B CHST10 CHMP3 CNPPD1 PPP1R7 PASK STK25 PLEKHB2 GORASP2 STRN DARS1 PNO1 ORC4 ATF2 THADA C2orf42 TIA1 DNAJC16 QSOX1 PARK7 LAMTOR2 SWT1 RO60 UCHL5 CRYZ ZBTB17 NR5A2 GNPAT LGALS8 ZNF684 KLHL12 ZNHIT6 GALE PRPF3 APH1A SLC2A1 CDC20 ATP6V0B DARS2 SERPINC1 SLC35A3 STMN1 RPS6KA1 RPA2 MESD KMT2A KPTN RPS25 ATF6 FASTKD2 SPCS2 TNFAIP3 RNF146 MED28 VAMP8 DCLRE1B MFSD1 RAB3GAP2 SATB2 UBE2B HEATR1 CNTRL PPP6C HSDL2 KDSR ZC2HC1C ALDH6A1 CRIPT SMNDC1 WDR11 DUSP1 NUP43 CENPL GORAB ELF1 FAM53C PAIP2 SERP1 NR2C1 ADRA1A COIL TEX14 FAM117A PYROXD1 LHX4 TRMT1L B4GALT4 KHDRBS1 TMEM39B POLR3GL MTIF3 OCRL MRPS2 COPA RPL5 ODF2L TRMT13 CCDC18 KLHL7 SLC25A51 CISD1 VPS26A DDX54 WWP1 WDR83 ATF1 TSFM HOXC13 EEF1AKMT3 KBTBD4 MORF4L2 SLC36A1 CTCFL PLCG1 ARFGEF2 STX16 RNF114 MTRR FASTKD3 ATP8A1 ZNF576 USP9X BTN2A2 SNRPC MED20 RAP2A TM9SF2 RNF113A CHCHD5 INSIG2 CLPP TNFSF9 ATG4C CD70 SYMPK STK35 AP5S1 ZNF133 MKKS SNRPB2 MGME1 MCM8 CHURC1-FNTB RALY AMOT IGFLR1 PDCD2L NR1D1 NSRP1 AHDC1 ZNF384 TRMT5 PLEKHG3 RHOT1 HNRNPH2 TIMM8A ZC4H2 PPCS ATP13A4 DYRK2 SYNGR3 ATF4 APOBEC3F DOCK4 ATP6V1F VGF MTX2 ALDH1A2 ANAPC13 COPB1 PSMA1 TXNDC17 PHF20L1 LRRC6 CCNT1 ILF3 MIS18BP1 DAD1 FGF13 SGO1 DOHH PRKCSH TOMM40 RPL36 SLC27A1 PGLS MLLT1 STK33 ARPC1B HRC TRPM4 TUBGCP2 UBE2M METTL26 MED18 LRP3 UBE4B AAR2 PPT1 RLIM ADGRE3 HACL1 PSMC3IP ANKHD1 ANO1 IL13RA1 PEX11B CHSY1 RRP8 MRPL35 PTPRE CLUH INPP5K TMEM128 PNISR LANCL2 ANKRD17 KDM6B GPS2 PRMT7 TERF2 TOE1 AP3B1 CASP9 DCTN4 USPL1 RFC3 SRRM1 MORC2 KRBA1 LRRIQ1 TMEM254 LARS1 ZFC3H1 ELP3 IER3IP1 CDK7 PSRC1 LAMTOR5 AP4B1 NAPG SLC38A2 SPOCD1 ELP2 FADS2 TMEM258 UBAC2 ERCC5 TMED7 WDR36 RFK CEP162 SYNCRIP NAT10 CAPRIN1 GDF11 ITGA7 BLOC1S1 CDK4 PAN2 KRT7 OS9 CD164 CCDC142 EMX1 GNS KIAA0513 SLC9A5 USP37 TMBIM1 TSGA10 ANKRD36 SCYL2 IGF2BP3 NUP42 BZW2 HUS1 NACAD IREB2 SRSF1 BRIP1 NDUFB5 MRPL47 KCTD3 BIN1 DNAJC1 SMC2 CDK5RAP2 ATP6V1G1 PDCL PLAA YIPF3 TINAG TAF8 SLCO2B1 RNF121 BUD13 CTDSPL2 MAPKBP1 NDUFAF1 KNL1 TMEM62 STRA6 BCAR3 GTF2B GIPC2 ARHGAP29 DBT PNPT1 MFSD13A ARL3 RPS24 SMARCAL1 BARD1 CARF MDH1B WDR12 SLC35A5 SLC49A4 SECISBP2L GLCE FAM13A ZGRF1 COPS4 HNRNPD SEC31A G3BP2 SEPTIN11 CENPE SLC39A8 MAPK8IP3 AEBP2 NDUFA9 KLRG1 TDG RITA1 MMAB GIT2 TCHP SMARCC2 MYG1 TMBIM6 SBNO1 VPS33A ABHD13 SLC38A6 NAA30 SERF2 TLE3 COMMD4 HMG20A DNAJA4 LINS1 ULK3 CCDC33 POLG RUSF1 ARMC5 FTO UQCRC2 MAP1LC3B MBTPS1 GALNS GID4 LRRC46 G6PC3 C17orf64 SS18 SLC39A6 TBCD FN3KRP RPTOR MVB12A DUS3L DPP9 IFNAR1 SAE1 CAPN10 PADI1 PLK4 HSPG2 CCN1 PTPRF PSMA5 TMCO1 MGST3 UFC1 PPOX NUF2 RGS5 PRCC HDGF RGL1 LYPLAL1 SETDB1 MCL1 PI4KB PIP5K1A GABPB2 DTL INTS7 TP53BP2 UBAP2L HAX1 EFNA3 KCNN3 GATAD2B ILF2 C1orf131 TTC13 CEP170 DEGS1 LEFTY2 ZNF514 SFXN5 NPHP1 LIPT1 POLR2D LNPK CCDC150 RHBDD1 DIS3L2 RAB5A RETREG2 CTDSP1 CNOT9 GOLGA4 RPL32 TMF1 NFKBIZ ATG3 EIF2A NCEH1 EIF2B5 KLHL8 RASA1 COMMD10 TNIP1 NHP2 CDKAL1 TRIM41 RPL7L1 NFKBIE IRAK1BP1 MTFR2 CCT6A PSPH TMEM168 RADX CHMP7 ERLIN2 C9orf72 ZCCHC7 POLE3 NTMT1 MIGA2 GPR107 ZEB1 POLR3A FRA10AC1 LRRC27 PPRC1 LIN7C HSD17B12 APIP EIF3M ARFGAP2 INTS4 SLX4IP LAMTOR1 KAT14 FRG1BP EI24 CHEK1 LTO1 ALDOA TLCD3B HIRIP3 LATS2 CCT5 ATPSCKMT DLAT ABCB9 UEVLD RAD9B PLBD2 SRFBP1 UPF2 CDC123 ACAD8 THYN1 VTI1A MMAA CENPU NBAS TMEM267 TIAL1 FAM168B OBI1 EPG5 TGOLN2 SH2D6 POC5 TADA1 CWF19L2 TRIM36 SLC30A6 PTPRK ACOXL CYRIB TRAPPC8 INO80C ZDHHC7 ZNF599 SREK1 CHD1 TBCEL ENPP3 MIA3 NEIL2 ATP5PF GABPA TSEN2 FLCN CXXC1 EME1 VOPP1 APOOL ATP6V1C1 GTF3C6 MMS19 ZFYVE27 C8orf37 RWDD2B RPGR CDK20 SFXN2 SUPV3L1 FAM122B SAMD8 UTP14A NSMCE2 FRRS1 SASS6 BRPF1 EXOG FCHO2 ODR4 CLDN12 VPS26C MX1 C2CD2 TAB3 C9orf43 FMNL2 MRPL17 WASF2 CDC25C H4C8 MITD1 ZC3H18 ZFAND2B PPP1R15B ELK4 DEDD B4GALT3 DMTN MIS18A PAXBP1 MRPL10 GART SON LAD1 CCDC24 RSPRY1 ZDHHC1 CCDC107 BSDC1 ATAD3B NR2F6 PKNOX1 CSTB C9orf116 C19orf47 SIK3 FLAD1 SHC1 UBE2Q1 ANO10 GBAP1 UBQLN4 PPP1R35 IER2 LRRC14 ZNF333 SQSTM1 MGAT4B THAP8 PLXDC1 ACOX1 ZNF577 DBF4B RACGAP1 MED11 RNASEK-C17orf49 RPL26 JMJD8 UBXN1 TAF6L SYVN1 TAL1 RBBP4 MXRA8 USP1 LRRIQ3 TYW3 ARPC5 PEX19 NCSTN RBM15 BROX FCMR ARL5A CCDC74A BBS5 SMARCAD1 RPRD2 LYSMD1 SCNM1 NIPAL1 CGGBP1 PMVK PBXIP1 HIPK1 TSACC CCT3 TMEM79 ANKZF1 CHCHD4 PRKCI EFHB PPM1L ICA1L PTPN13 SLMAP U2SURP TTC14 RCHY1 WDR43 ELP6 ZNF691 METAP1 RNF123 MAD2L1 NPY1R NAA15 LSM6 ITGA2 AGGF1 WDR41 NDUFS4 GDF9 UQCRQ CTSB SLC4A2 FMC1 COX6C YWHAZ SLC25A32 DCAF13 VIRMA WASHC5 METTL2B GKAP1 KIF27 CXorf58 KIAA1958 NOL6 FBXO33 MARCHF8 SUGT1 ZCCHC24 NEMF RPUSD4 ARF6 NUDT5 TSC1 GFI1B STK32C PIP4P1 UBTD1 ARL5B CEP295 NDUFB8 DEPDC4 BRD7 COX11 STXBP4 CUL5 BORCS7 NUDT13 ILK USP54 XRRA1 CIAO2B CFAP52 BMERB1 CIAO2A FAM111A CLPX VPS39 PIP4K2C MTMR10 MBD6 DUSP18 TRUB2 COQ4 CCDC103 ISLR2 SP2 FBXO22 CDK12 DUS2 IRGQ ZNF226 ZNF668 ZNF646 RAB8A TRAPPC2L LENG8 TRAPPC9 YIF1B EEF2 CHAF1A SRR HSD11B1L KLK1 RCOR2 MIS12 MLST8 SRRM2 VPS37C C2CD3 ULK4 PBK COPS6 RBPJ COA6 MMADHC ARF4 DTYMK ING5 ATG4B COG7 FEN1 HJV DYNLRB2 ZSWIM1 AHCYL1 PKIG GSTM4 ADAL LCMT2 USP39 TMEM129 MFF E2F6 FEM1B HSPBAP1 ATF5 ZRSR2 KCNAB1 SLC33A1 SIN3A INO80E SPNS1 HNRNPF BTD GUSB ZNF747 HNRNPA3 SLC16A5 PWWP2A FAM161A STX8 TMED10 DNAJC18 PA2G4 PFKFB3 FOXA3 ZNF16 USP32 TSNARE1 TADA3 SOCS5 ZNF672 ZNF581 ZNF524 POLR1C ASXL1 PLEKHG5 RHNO1 CFAP46 RPS7 ATPAF2 DRC3 MTBP MRPL13 BSG SPTLC3 POP7 ALG14 GNB2 MCRIP2 FGGY BANP RAD9A WASHC2C NAA16 PSME3IP1 RPL38 CES2 DMXL1 EGFL7 KAT5 HSPA6 COMMD1 CKS1B VANGL1 SYT12 GOLGB1 ZNF449 ARV1 THAP2 RNASE11 PEAK1 MST1 RCE1 DDX23 EXO1 LIG4 CNTNAP2 BBS1 MSL2 B4GAT1 LARP7 THAP6 DENND6A MICOS13 FUT1 ATR PDIK1L ZNF654 GOLGA8A CENPS DOLK SMAD2 TOM1L2 MTLN KDF1 TTLL11 TOMM5 MSRA ZDHHC21 ZNF613 MBLAC2 CHMP6 UFSP1 TCP11L1 ATAD5 ZBTB8OS LPCAT4 ZNF575 PRR15 CNTD1 RBIS LRRC37A3 THAP4 SMCR8 MTHFR ANO6 PUS1 TOP3A GBA AGTRAP NAALADL2 POLR2L ZNF518A UBE2N ARL6IP6 NDUFV2 ZC3H12D POGLUT3 GTPBP6 COX5A SELENOW EDC3 CALR KLHL28 PIPOX PDXDC1 FIZ1 FAHD1 PRKRA FGD6 OAZ2 ZNF609 MCFD2 SMG1P3 LINC01559 CAPS2 SCRIB CMTR2 ST20 H2AW ZNF322 CFAP65 DDX60L DIPK2A GPR3 ADO MRPS11 TMEM259 GET1 NOP10 CYB5D1 EXOC7 LIMK2 SKA2 DDX28 C16orf72 RBM10 ZNF721 TSPEAR-AS2 CEP63 HMGN4 ZNF320 NAA38 WBP2NL PTTG1IP DDX41 KIAA2026 C19orf71 CCDC159 ASB7 EP400 COA5 PSMG1 KLHL25 MACC1 TTC32 DNAH2 KMT5A COA3 VPS33B SREBF2-AS1 SCFD2 PPP1R2 TSPYL2 H2AC21 OR4N5 KNTC1 NUTM1 MED12 SEPTIN9 EIF4ENIF1 UBE2G2 ZBTB7C APOO RBM43 DGAT1 CA13 UBOX5 NELFA PGBD2 UBALD2 HGS TNFAIP8L1 RAD51D MRPL30 SEPTIN7P13 PCGF3 PMEL LAMP1 PTCH1 PLK5 AIDA WWOX POLR1D MST1P2 ZNF75D TMEM222 SMIM29 C17orf58 BCR SPIN2B RPS19BP1 PLCD1 RNF220 BAGE2 DYNC2H1 KCNJ11 PTMA SIRT7 PRR13P5 IFT140 LINC02583 C5orf52 DNAJB13 MCRS1 AC091057.1 C11orf95 DCUN1D3 ZNF793 ENO4 GTF2F2 CHM C19orf54 SRSF10 CLN3 UROS FZD9 FAM78B UTS2B ZNF292 ADAT2 ALKBH2 UBE2Q2P1 FAM47E NEMP2 GSPT2 ZNF699 ACADSB STK40 SUPT5H NIF3L1 WDR5 ZNF775 SIAH1 C20orf96 PRPF40A GDAP2 MYO6 MRTFA RABL6 TRAPPC4 TTC30B ERI2 PDXDC2P-NPIPB14P S100A2 SNHG17 STRN3 ARID5A NHLRC2 H2BU1 ARHGEF12 AP2A1 GMFB PCBP2 SYNGAP1 FITM2 TRIM33 LINC00477 ENTPD6 CDC42SE1 RPE ZNF460 RPS26 MCMBP KLHDC1 ATAD3A FAM118B MYO1C KIF13B ZNF823 CCDC151 ZNF84 ZNF649 DDX42 TMEM116 UCKL1 SDAD1 OGA TXNRD1 ZNF511 ZNF789 IPO9 GLMP TOGARAM1 TMEM184B SFT2D1 ARHGAP11A OPA1 ZNF277 DCAF12 CIPC MAP3K3 SREBF2 C1orf174 KIAA0753 DCLRE1A ATG9A MFAP3L NAGA SMG5 ARMCX6 SGMS1 RNU6-1301P VTRNA1-1 RNU5E-4P VTRNA1-3 LINC00449 COX20 C6orf99 C1orf53 FANK1 ATP1A1-AS1 PCMTD2 CHIC1 GIGYF2 ASAH2B DAXX RNF5 AGPAT1 PJVK FKBPL MBD5 ABHD16A BAG6 DHX16 MRPS18B PPP1R10 LINC01257 HCG9 AC010624.1 AC008429.1 FAM216A C12orf73 TMEM231 TRIQK ARID3C PDE7A SNX2 ADGRG1 CNEP1R1 SMN2 LINC00898 LIN52 ITSN1 AL359878.1 CRYZL1 C5orf51 TTC23L C21orf62-AS1 DNAJC19 HCG27 SNORD101 GNRHR2 SACM1L TRGV3 ZNF580 NUP62 C1orf220 CEP43 QTRT1 ZBTB9 HEXA NDUFS3 SLC35F6 GANC REPIN1 ZNF891 FBXO16 TSPAN4 ARL16 PAXIP1-AS2 AC132008.2 LINC02026 C19orf38 ANG BBIP1 VPS33B-DT FAM187A PPME1 ZSWIM8 IFRD2 AC116407.1 CDIPTOSP SEPTIN7P2 DDX12P NEURL4 ALOX12-AS1 FASTKD5 GOLGA8B DDX3X ZNF407 FRG1JP TMEM242 SLC35E2A CROCCP2 MIR933 AC009403.1 RAET1K RNASEK FAM228B EBF2 RNU4-86P CCNT2-AS1 MIR548XHG HCG14 DNAJC27-AS1 AL117329.1 AL590502.1 TMCO1-AS1 ETV7-AS1 LAMTOR5-AS1 LINC01703 LINC01623 TMEM30A-DT PIGBOS1 KCNIP2-AS1 SGMS1-AS1 LENG8-AS1 SRRM5 WDR11-AS1 ARL5AP1 LINC01341 RBM15-AS1 LYPLAL1-DT NACA4P LINC00687 DHFR RPL7L1P8 SNHG31 LINC02572 PRAC2 TMEM254-AS1 C9orf147 EXOSC10-AS1 LIMD1-AS1 SSBL4P MORF4L2-AS1 SGO1-AS1 GORAB-AS1 AGBL5-AS1 COA6-AS1 TSPAN19 IPO9-AS1 DARS1-AS1 RFX3-AS1 MCTS1 ARL5AP5 LINC01431 SNHG15 SNHG7 LINC00513 AC108047.1 RNASEH2B-AS1 UFL1-AS1 AC005083.1 ZNF879 LINC00229 RPL34-DT LNCTAM34A FAM83C-AS1 DANT2 RAMACL LURAP1L-AS1 SMIM27 HIPK1-AS1 AC002310.1 FAM21EP MFF-DT LINC01424 PITPNA-AS1 NIFK-AS1 CECR7 RGL2 KIFC1 FAM21FP LINC00649 TMEM250 ALKBH6 NME1 APOBEC3G GET4 LINC00888 PPIL3 RN7SL346P HOXA11-AS NSUN6 ARPC4 ARPC1A ATP5PO PISD DENND6A-DT BMS1P4-AGAP5 BMS1P4 EIF6 SOX2-OT FLNC-AS1 FGF14-IT1 WDR92 APOBEC3D ZNF512 DDOST CCDC13 GABPB1-AS1 AC124242.1 BDNF-AS FRG1-DT ZNF84-DT AC096746.1 PGAM5 SPTY2D1OS SMIM31 LINC02405 LINC01234 ARPC4-TTLL3 GLUD1P3 TMED7-TICAM2 CENPS-CORT SHLD3 HOXA-AS2 RNF5P1 AC023632.2 AC103760.1 AP002495.1 SUGT1P4 CHMP4A WAC-AS1 FPGT MPV17L2 SUGT1P4-STRA6LP DPP3 STX16-NPEPL1 ANKHD1-EIF4EBP3 LINC02739 SUGT1P4-STRA6LP-CCDC180 PDXDC2P TREHP1 AP001107.9 AP002748.4 A2MP1 ZNF350 AP001160.1 ZBED6 FNTB CNPY2 AC025031.2 SLC7A5P2 CHURC1 SEC23A-AS1 RNASE4 CEP95 FPGT-TNNI3K ST20-MTHFS MRPL46 AC025043.1 LINC00933 AC105411.1 HOXB7 AC034111.1 AOC4P HEXA-AS1 AC096734.2 AC069224.1 LINC01960 CAPN10-DT AC036103.1 ZNF865 AC124068.2 LINC01976 AC005696.1 AC024361.2 SNORD43 MIR548AW LINC00909 MIR4258 TSPOAP1-AS1 RN7SL693P LINC01970 MIR5091 MRPS21 MIR4706 MIR4530 MYO15B ZNF793-AS1 AARSD1 AC027097.1 ILF3-DT ELOCP29 FDX2 AC002116.2 AC009005.1 NDUFA7 MZF1-AS1 NAPA-AS1 FMR1-AS1 ZNF649-AS1 AC005759.1 AL118506.1 AC010618.3 TMEM185A MAP2K4P1 FMC1-LUC7L2 AC104109.2 BORCS7-ASMT SMC2-AS1 AC016727.1 AL390955.2 LINC02427 AC021321.1 AC013400.1 AC010240.3 ANKRD34A FGF14-AS2 ARF4-AS1 AC100812.1 NUP153-AS1 TTC23L-AS1 RNU6-92P FAM47E-STBD1 GTF2IP13 PPP4R3B-DT GTF2IP20 HNRNPD-DT SLC30A6-DT EIF2B5-DT GAR1-DT WDR5-DT AC009275.1 LHX1 SUGT1-DT INO80B-WBP1 SYNGAP1-AS1 PPP4R3B MIR6815 RNVU1-26 RN7SL736P ORAI1 MIR7976 FRG1HP H4C5 AC007906.2 VWA8-AS1 H4C1 HEIH EIF1B-AS1 ABALON SEPSECS-AS1 EBLN3P LINC01002 FRG1CP FRG1DP FRG1EP FRG1GP MIR4521 ZNF511-PRAP1 ZNF350_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF350_TARGET_GENES NIPAL3 RAD52 AK2 PDK4 MEOX1 DLX6 ETV1 COX10 PAX6 SPAG9 AASS RPS20 REV3L EEF1AKNMT NCAPD2 NME1-NME2 BRCA1 EXTL3 PSMC4 TTC27 SNAI2 BIRC3 SEC63 AGPAT4 SLC39A9 GRN TMSB10 DAPK2 MFAP3 MAT2B PHF23 AP2S1 POLR2B NOP16 LETMD1 HERPUD1 USE1 FOXC1 TBC1D22A FAM114A2 GDI2 CCAR1 GUCY1B1 GPBP1 VMP1 MED29 TNPO3 ABCA7 MTHFD2 KDM4A NFYC STAG3 IDI1 EVI5 PKM TP53BP1 RHOA DHX8 SIRT2 KCNAB2 ASNS CFAP20 HLTF CHFR NFATC3 NDE1 ALPK1 MAP3K13 TIPIN FOSL2 ACTB KIFAP3 MCM6 KLHL20 ANKRD13A UBE2T MCCC1 PPP2R5C CIC FDFT1 DNM2 ZNF506 JMJD4 C5orf22 FAM135A EPS15 DNAJA1 CHMP5 FTL ERGIC2 AAMDC ARHGAP28 ANAPC5 BLVRB CCNK ZC3HC1 G2E3 PHGDH COL9A3 SEC22C HDAC6 UPRT SUCO RAB18 MARCHF2 DERL3 BCL2L13 YPEL1 TRIOBP GCAT XBP1 NEFH MCM5 APOBEC3H TNRC6B IFT27 MLC1 FKBP3 SDR39U1 ERH CCNB1IP1 CHD8 PSMA6 CDK5RAP1 FAM83D LIPG NXT2 PQBP1 CDK16 GLA BEX4 FNDC3A PARP4 N4BP1 CYB5B WDR59 CMC2 TRIP4 TTC23 MTMR9 KCTD9 NUCB1 DHDH ECH1 NFKBIB PIH1D1 PEX11G DKKL1 TIMM44 ANKRD27 TBCB POLR2I APLP1 HNRNPUL1 DMAC2 ICAM5 BABAM1 CYTH2 CARD8 PPP2R1A ELL SUGP1 ZNF85 SSBP1 FKBP14 FBXO24 STAG3L4 RHEB ELAVL2 EXOSC3 PHYH DDX50 GBF1 DNAJC12 PPIF TRIM37 TUBD1 PNPO RPS6KB1 RECQL5 RNF167 UTP6 DDX5 PSMD11 DPH1 CDR2L TMEM33 UBE2D3 GRPEL1 NKX3-2 AMBRA1 NDUFS8 SLC11A2 ATP5F1B MAGOHB CREBL2 DDX55 CAND1 RAB5B KRR1 C12orf57 LDHB RSPH4A ASF1A FBXO5 MRPL18 MCM3 ZNF451 BAG2 CCNC MED23 SRF MSH3 DROSHA TARS1 TXNDC15 OGG1 FXR1 CBLB BBX DGUOK SF3B6 CENPA NDUFS7 HSPE1 KDM3A ATF2 GADD45A RO60 UCHL5 MTR RGS4 SSX2IP PIK3R3 NSUN4 CENPF RPA2 TXNDC12 CHRNB4 CASP8AP2 HMGN3 MYB NPC2 TTLL5 SLF2 AVPI1 KANSL1 NUP43 MRPS14 KIAA1217 EXOSC8 TNFRSF10B ZNF706 CAT LRIF1 ZRANB3 RPL5 P4HA1 CIT TRIR BAZ2B SLC36A1 STX16 BTN2A2 MAD2L1BP SOX9 CHCHD5 THOC2 RPL23 EML2 BFSP1 SNRPB2 NCLN ID1 GRPR COX6B1 PRRG2 IFI6 TIMM17B HSPA2 HNRNPH2 ABHD8 WDR24 RNF6 ZNF780B TUBGCP6 LSM8 LRRC17 MYO1B IVD THAP10 CDKN2D DOHH MAU2 GTPBP3 RSPH3 IQCN TRIM28 TMEM160 ATP5IF1 MED18 ARHGEF9 ATP6V1E1 ZNF227 NR1H2 RPL27 ANKHD1 EXOC4 PRKAB2 MYBBP1A UTP3 UNK DCTN4 USPL1 COX16 VAV3 SLC38A2 RPS15A SPOCD1 BIVM POGLUT2 WDR36 USP30 FBXO21 TMEM60 TES LCA5 TROAP HNRNPA1 OS9 NHSL1 FBXL8 ZNF670-ZNF695 MRPL44 MRPS9 BORA SUCLA2 IGF2BP3 SRSF1 ACTL6A IMP4 YME1L1 TMOD1 PSMB7 APTX RPS6 YIPF3 HMGA1 TCF19 VARS2 LRRC49 SSB PPIG COX17 INTS14 FAM13A HNRNPD G3BP2 USO1 SUOX NABP2 ESYT1 MBNL2 EFCAB11 FBLN5 COMMD4 MAN2C1 ADAMTS17 TICRR PTRH2 ZCCHC2 SLC39A3 SOD1 NOSIP PGD DMRTA2 MTF2 STRIP1 NME7 MPC2 TMCO1 PPOX NUF2 RGS5 TARS2 MCL1 ANP32E ARNT SLC39A1 CREB3L4 ILF2 SNAP47 EPHX1 GALM HSPD1 CCDC150 NCEH1 TCTA RPL37 GIN1 PPIP5K2 MTFR2 SHPRH TMEM209 HDAC8 ZNF182 NDUFB11 SNX12 ITGB1BP2 CSGALNACT1 UHRF2 C9orf72 POLE3 SLC25A25 MIGA2 PGAP2 TUT1 HSD17B12 ZC3H12C CHEK1 FEZ1 GPHA2 VPS51 ALDOA FREM2 UBC BTBD11 CSNK1G3 MBIP PTPRO NR3C2 CENPU PTH POC5 HOMER1 GJA1 GPR180 PANK1 ZNF117 MED21 MR1 SCOC ZNF599 UBASH3B TOMM70 MIA3 TRIM11 ATP5MC3 ATP5PF XPC OTUD6B CDK19 C9orf85 KDM8 SLC26A2 SH3RF2 FBXO32 PRR14 FRRS1 MALSU1 PDE6D VPS26C C9orf43 PAXBP1 RCAN1 CBR1 MORC3 CCDC117 ZNF221 ZNF66 MCM3AP C21orf58 ZNF714 SPTBN4 DEDD2 SHC1 MAML1 PCYT1A U2AF1L4 SAP30BP EMC10 DBF4B LARP4 ZNF653 RPL29 MAGOH LZIC RBBP4 DNAI3 BPNT1 PEX13 LYSMD1 SCNM1 NPPC PBXIP1 CRELD1 TTC14 LZTFL1 TPRA1 TMEM41A SLC9B2 CCDC51 HMGB2 FBXO8 TMEM184C TMEM161B RANBP3L GRPEL2 SERINC5 TLX3 STK17A BMT2 SLU7 PTTG1 OXR1 ALDH1A1 DEPP1 BMS1 METTL17 ISCA2 PTER CENPN PKD1L2 ATF7IP2 PCLAF GLYATL1 PLK1 TSC22D4 ACSF2 ZNF91 TEPSIN TRIM68 PRRT2 VKORC1 SMG8 MVD CACNB3 RHEBL1 TUBA1A TUBA1C ZNF701 SLC43A2 WDR81 HSD11B1L ZNF83 SPRYD3 ZNF232 KCTD5 KIAA1586 NKIRAS2 DNAJC7 SMIM4 COA6 CDKN2AIP CNNM3 ZNF608 PXDC1 CPT1C LMAN2 CRADD TM2D2 LUZP1 DCXR BTD NANP FAXDC2 CDK1 UBB ATF7 MSANTD4 ZNF160 C11orf24 SOCS5 KRT38 CDK5R2 POLR1C ASXL1 ZIK1 ATF7IP BCL2 ZNF570 RPS7 TVP23B EIF2AK3 SLFN12 BPGM RND1 PDP2 OXSR1 KAT5 ZNF680 GOLGB1 STOX2 TRIB1 SFT2D3 TNFRSF10D ADGRF3 CHD2 NMNAT1 TOMM20 RBM4 ZDHHC24 TRMT10C ANGEL2 MICOS13 ZNF519 EIF3F CCDC14 ALG10B PAAF1 RAB6A AURKAIP1 ETV4 ARL4D JAKMIP2 CSTF3 RTTN ZNF575 RBIS SMCR8 GBA GRB2 DMAP1 NDUFAF3 ZNF114 GLDC COX14 CSRNP3 RMI1 EIF3K CALR HMGN2P46 BBS10 RCC1 YOD1 ZNF443 SLC26A11 ZNF678 TMEM45A COA4 ZNF708 IZUMO1 YBEY SF3A3 KMT5A DIABLO NR2C2AP THAP7 ZNF93 H2BC21 ARL15 METTL7A SH3BGR ZNF829 SDHAP3 ZNF566 ZNF284 CYP2R1 POLR1D ZNF555 CA5BP1 CYP4X1 MIR22HG LYRM7 LYPD6 PTMA ZNF286A EXD3 SPRY4 FANCM ZC3H6 CIBAR1 NBR1 ZNF563 ZNF292 FAM111B KIAA0408 IL1RAP ZNF766 SRGAP3 ZNF107 ZNF493 NIF3L1 ZNF565 ZNF765 ZNF569 ZNF605 ZNF799 IPO4 TCF4 ZNF136 H2AC13 ZNF700 H2BU1 SCOC-AS1 METTL9 ZNF138 ZNF441 ZNF675 ZNF695 ZNF841 PSAP ZNF461 ZNF44 ZNF71 GRK6 NUP62CL PHETA1 ZNF568 NBR2 TMA16 ZNF28 RYR2 LTN1 PRC1 VTRNA1-1 TDRKH-AS1 RAET1G MAFB PHACTR4 ASAH2B MICB HLA-C HLA-E ZNF616 HLA-F IGFL4 ZNF155 ZNF783 TMEM231 CCNI2 SDHAF1 PRR13 TMEM256 HMGN1 LIN52 DPF3 CRYZL1 JPT2 HCP5 HLA-A LNP1 THUMPD3-AS1 TRAV10 EWSAT1 ZNF611 TRIM59 ZNF625-ZNF20 MXD3 ERV3-1 ZNF337-AS1 GTF2H4 LIPE-AS1 ZNF726 FBXO16 BBIP1 AC141586.1 ARL2BPP3 TMEM242 SYCE3 ZNF579 FAM228B ZNF433-AS1 HLA-DPB1 CCNT2-AS1 TMCO1-AS1 NDUFAF8 JPX LINC01535 LENG8-AS1 AL606760.1 SUCLA2-AS1 WEE2-AS1 XIST THAP7-AS1 TMA7 KANTR LINC00665 PDXP-DT EIF2AK3-DT ZNF232-AS1 SP2-AS1 JRK OLMALINC COX10-AS1 LINC01968 TTN-AS1 ZNF737 LINC01275 RNU7-1 NME1 WBP1 PPIL3 SNHG3 STAG3L5P TTC4 DDOST SIAH2-AS1 RPL30P11 N4BP2L2 LINC01585 FAM111A-DT LINC02202 LINC01184 UBE2D3-AS1 MGC16275 RGMB-AS1 SNHG10 TMEM161B-AS1 PCP4L1 CCDC153 PSD2-AS1 ZNF564 ZNF718 CHCHD10 LINC01596 SELENOP AC097375.3 LINC02615 CERNA3 OTUD6B-AS1 AC005324.3 AP001636.3 WTAPP1 ZNF432 ZNF486 AC156455.1 ZNF253 ZNF625 LINC02356 CEP95 AL049869.2 ST20-MTHFS C16orf95 AL118516.1 AC009107.2 AC010531.4 TMEM256-PLSCR3 DCXR-DT AC018521.5 GLUD1P2 MIR4428 NCOA4 ATF7-NPFF AC092295.2 AC005498.2 LINC02073 AC002116.2 ZNF114-AS1 AC132192.2 AC020915.2 AP001462.1 ZNF587B AC010531.6 TERC AL035530.2 STAG3L5P-PVRIG2P-PILRB LINC01746 LENG9 H4C4 PIGW ZNF670 MYO19 LAS1L IBTK MAP3K9 PHTF2 PAF1 GAS7 CRAMP1 CDK11A FAM76A PLAUR POLA2 AKAP11 SNAPC1 ABCC2 CDH1 RAI14 TDP1 WDR37 R3HDM1 TTC17 PHPT1 FAM168A SPAG4 ISOC2 INTS13 PMS2P4 PPP2R5B AP3M2 ST6GALNAC2 TESK2 SLC24A1 FRYL BAZ2A RARB SNRPA LRCH4 FAM76B DNAAF6 PUM3 MAGI3 CCNT2 XPO1 ZNF416 NLK UIMC1 ZNF302 YPEL3 MAEA PLEKHG2 CDV3 SPAG7 DPYSL2 GPATCH2 TMED1 MMP11 MAPK1 LGALS1 ANKRD54 SPTLC2 MAPRE1 STAG2 EMD PIN4 NDRG4 CLUAP1 KAT8 TRIM35 EEF1D MAP4K1 CCDC61 ILVBL AKT2 TJP3 RPS19 RABAC1 PTPRS GRWD1 DBP TNPO2 RAB3A ATP4A ERF RUNDC3B C1GALT1 PRUNE2 AKNA BAG1 ACTA2 SHOC2 TBC1D12 PSMD3 MTMR4 SLC25A11 MPP2 ATG2A PPP6R3 CCKBR NUP98 MRPL51 CHD4 PHC1 FGFR1OP2 NEDD9 MTRF1L MDN1 TRIM38 BTN2A1 TBX18 HMGCS1 PDE4D TCERG1 NPHP3 GNAI2 FN1 EHBP1 PLCL1 SFPQ MIIP TTF2 BLZF1 ARID1A KDSR ALDH6A1 ESRRB EIF2B2 YPEL5 PANK3 MASTL ALG5 NFYB PTK2B POLR3GL TRIM24 MORF4L2 PFKFB2 CNOT1 HS3ST3B1 MSTO1 AGO3 IGFLR1 RBM42 PRDX5 TRAF2 ATF4 PSMA1 ILF3 NGDN RPL36 MLLT1 PAK4 UBA1 SH3BGRL HACL1 KCNC3 TRAF7 TOP2A CHSY1 RFX1 COQ3 H3-3B WDR74 C1QTNF6 NAA35 TBX3 AKIRIN2 MAP3K7 PHF21A GDF11 NTPCR NUDT15 BRIP1 CCDC115 HINT2 MDC1 SULF1 CTDSPL2 MAPKBP1 SELENOI TACC2 RPS24 FAM117B COPS4 ETV6 VAMP1 DUSP6 LNX2 TMBIM6 RHOF TMX1 ABHD2 GNAL C18orf21 TTYH2 MVB12A EVI5L FAM71E1 RPS11 PRKACB DCAF6 ENSA GOLPH3L DTL INTS7 INTS3 SDE2 COPS7B PHLDB2 RUBCN TNFAIP8 MMS22L PNRC1 GNA12 CREB5 PRPS1 NRBF2 CNNM2 SESN3 SLC7A11 GPR158 ANK3 TMEM123 UBP1 ENPP3 GABPA GRAMD2B KAT6B TBC1D31 TOMM40L BSDC1 PCNT ZNF761 PLPP7 ANO10 GBAP1 FDXR SPC24 NFIA USP1 FAM102B ZNF326 RBM15 SPATA17 PUS10 COQ8A EN1 S100A11 CEP44 HNRNPK PGM2L1 PIP4P1 ZNF219 ARL5B CEP57 WBP1L BORCS7 ZNF143 SP2 CRK CDK12 ZNF226 NCKAP5L RAB4B PROSER3 LENG8 ZNF146 YIF1B DNAAF3 PSCA DAPK3 HDGFL2 SF1 MYL1 ADAM9 ZBTB5 TBC1D10B ZNF764 PWWP2A STAT2 ZNF561 SPACA5 RAB4B-EGLN2 CAMTA1 ZNF217 ID4 ZNF131 DMXL1 FAM222B TRMT112 CKS1B ABCD2 GPR137 TNKS ZNF417 SLC25A30 RGMB GLMN SFN ZNF613 ZBTB8OS COX8A USF3 AC008969.1 TOP3A MIEF2 DALRD3 APOLD1 CYBC1 RAB39A ARID3B C14orf28 DCTPP1 MYLPF MEIOC FZD2 CAPS2 ST20 DHTKD1 H2AW ZNF875 TDRKH GLRX5 GALNT9 RBM10 ZNF721 SPATA13 SETD3 OLIG1 H2AC20 PDE4B CDCA2 ZBTB40 CA13 H2BC13 UBALD2 SP1 P4HB PBX1 IFIT1 ADAMTSL5 MATN1-AS1 RGS9BP NF2 FAM183A IFT140 VMAC ERC2 LAMTOR4 HYKK IER5L C19orf54 NOXA1 LINC00910 HMGB1 STK40 ZNF140 PTPN1 TSC22D2 NCOR2 MRTFA LINC00173 LRP10 ZNF433 ASPH ZNF808 PAPSS2 MTCO3P12 MTOR MT-ND4 MAP3K3 MFAP3L PJA2 RNU1-19P RNU5E-4P INPP5B AGPAT1 NEU1 HSPA1B PRRC2A CCHCR1 MZT1 PSENEN LGR4 ITSN1 C21orf62-AS1 SNORD60 MIR638 MT-TT LINC01089 GPC2 FIRRE RNU6ATAC RNU2-2P LINC02593 TMEM30A-DT TMEM185B ENTPD1-AS1 HSPD1P9 DHFR LINC02643 TPI1P2 MORF4L2-AS1 SPRY4-AS1 TRAF3IP2-AS1 SEC1P HCG25 STXBP5-AS1 SOX9-AS1 EIF4A1P7 LINC02889 LINC00545 ZBTB22 CBR3-AS1 CAMTA1-DT RGL2 ALKBH6 TPM3P9 NSUN6 PDXP RN7SL41P ETV5 AP000787.1 CSTF3-DT ACTN3 ZNF436-AS1 LINC02506 ABCA11P RNU4-71P CCDC71L LGR4-AS1 STX16-NPEPL1 ANKHD1-EIF4EBP3 LINC02598 MGAM2 AC004816.1 SNHG19 LINC02562 SNAI3-AS1 LINC00662 LINC01569 MTND3P13 MIR548AL MIR4470 RN7SL525P TXNIP MIR4479 ILF3-DT ZNF8-ERVK3-1 AC006504.5 LINC01482 AC005759.1 EGLN2 HSPE1-MOB4 AL390955.2 AL589740.1 HNRNPD-DT NATD1 PSMB3 ZNF8 LINC01232 STPG1 AOC1 CFLAR HSPB6 PPP1R3F MCUR1 UNKL CS SLC12A2 RAB27A MNT WDR62 TRAF4 SLC1A3 KHSRP CBX5 CDC5L CATSPERG TRADD VRK3 YJU2 PLEKHA8 PHF14 GALNTL5 ABHD17B CLCN3 SLC35F2 MCM9 CD83 CCND3 TMEM30A SLC29A1 TCP1 RAP2A ALKBH7 DSTN DNAJC8 MPRIP TCEAL4 ADCK2 BTF3L4 CNPY3 SMAD6 GRB7 TUFT1 SNCA EIF3H LRRC27 CCDC82 MPP7 TMEM263 DIP2C ING1 ABCA9 FBRS MFSD14A BRPF1 TATDN2 DZIP1L H2BC5 HLCS ADPGK NAE1 ABCG1 ZDHHC12 FBXO27 NPHS1 DNAJB4 CHCHD4 DUSP7 EBF1 USP54 TEKT1 SETD5 NLGN2 GTPBP2 NDUFA11 LYSMD3 MEX3C IMP3 ADAMTSL1 HYI TIGD5 H2AC6 NME9 RAP2B DIPK2A FAM43A PMEL KPNA4 COMMD6 LRRK2 RNFT1 ZFP28 ANXA4 SERTAD1 HMGN5 ZNF26 ZNF480 MT-ND6 SNORA21 RNU6-992P RNU5A-8P CCDC85C AC098591.2 SNORD59A MIR191 MT-TE MIR301B TMX2 C19orf38 MIR933 AL109918.1 RNU2-17P HCG14 LINC00240 PIGBOS1 RPL15P13 RBM15-AS1 GEMIN8P4 LINC01013 AL669831.3 SPTLC1P1 PSMG3-AS1 COA6-AS1 RBMS3-AS1 AL445231.1 OR2I1P SNORD54 CEACAMP10 MTND5P11 TMEM30BP1 RNU6-914P PGAM1P5 AL139021.2 DUX4L18 AC025043.1 ADPGK-AS1 LINC01572 MTND4LP24 MTND4P34 MIR4794 MIR3646 AC006213.1 RNFT1-DT NRBF2P5 AL353135.1 AC127496.7 HOXD1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXD1_TARGET_GENES CAMKK1 CD44 R3HDM1 SCARF1 SPAG6 UBA5 OXCT1 TSPO TRMU NUP93 PPP1R17 CLIP2 SLC11A2 C2CD5 LAMA4 APBB3 PTBP2 ZRANB3 ATG4C EMC4 DOCK4 LANCL2 ISCA1 TBCD TIAM2 RUSC1 SDC3 DAPL1 SPDYA MFAP4 BCRP2 GPR151 SLC26A9 DENND5A SMG5 SHISA5P2 MIR623 TAS2R13 RN7SKP8 NOTCH2P1 MTCO3P16 ACAD11 LINC01489 KRT73-AS1 SEPTIN4-AS1 MIR4486 ZSWIM8-AS1 LIG3 RFC1 PSMA4 ATP11B DLD NDRG1 AKT2 CCM2 TLN1 AP1AR FRRS1 NOD2 SPTBN2 UCP3 MROH1 GLIPR1L2 PLCB1 SP1 SIAH1 IGHV3-16 MYBPHL MTND3P16 RUSC1-AS1 MTND6P11 AL109924.2 RN7SKP92 MIR151A PRANCR MIR4527HG MIR3914-2 ALX4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ALX4_TARGET_GENES VPS50 NEDD4 REXO2 PPP1R12B MEF2C ZFAND6 NXPE1 KLF5 DTWD1 LSM5 PDE4D PPWD1 NR5A2 CENPF DUT MCCC2 CLOCK APC SLC41A2 LMO7 GCNT3 HIKESHI DNAJC21 MLLT3 HMGN2P46 RNA5SP195 SNORA73B SNORD45B AC009403.1 ARHGEF38 MALAT1 TPM1-AS EPC1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/EPC1_TARGET_GENES POLR2J REX1BD PRSS21 NME1-NME2 PTBP1 ANGEL1 ZNF839 MIPEP HERPUD1 BCAT1 MRPS35 HAGH YBX1 PKM ASNS NFKB2 THOC1 RBL1 TMED2 SNX5 MAPKAPK5 ESF1 TIMM13 IZUMO4 TRMT2A RANBP1 RTCB RABGGTA TRPC4AP ARFRP1 NDUFAF5 NOP56 TBL1X VWA8 GABPB1 EIF3E HNRNPUL1 MRPL4 GARS1 PDAP1 ZNHIT1 TMEM248 CAMTA2 CCDC47 LRRC59 YWHAE UBE2D3 DHX15 KMT5B CCDC86 GPN3 SUDS3 LDHB SOD2 MDN1 BYSL NCBP2 SCAP MRPL3 CCDC88A UNC50 CCT4 DARS1 S100PBP ACTL8 GALE UTP25 ATF6 UBE2B RAD23B ZBTB45 MTHFD1L SLC25A51 TSFM AHNAK C16orf70 GOT2 ATG4C MGME1 KDM5C PRMT1 GFER EIF2S3 COX4I1 EMC8 F12 CLUH EIF5A PEMT IPO8 AP4B1 NAPG YARS1 CAPRIN1 CD63 TRA2B EPRS1 TEX10 MRPL15 BUD13 SEC31A USP3 G6PC3 CLTC ARHGDIA NUF2 RGS5 WTAP OGT SNX12 SURF4 MTG1 DLAT RANBP2 SUPV3L1 ZSCAN12 CALM3 SSU72 PDXK EIF4A1 FLVCR1 MEMO1 LYSMD1 SCNM1 SMIM12 INTS1 SLC4A2 TCP11L2 CCT2 AP1G1 BMERB1 DUS2 SLC3A2 SF1 COA6 ATG4B FNTA SPNS1 HNRNPF GUSB STX8 NUDT9 TRIAP1 MOB3A WASHC2C ESRRA COMMD1 C12orf66 LARP7 HRAS NDUFA11 FBXW8 PARL BANF1 EIF1AD LONRF3 MTLN TOMM5 TMEM39A SPRYD4 THAP4 PUS1 TIMM22 ZNF518A AURKB MKRN3 MYADM FAHD1 RPS17 RPL35A COA5 TOB2 TM2D3 XPOT NOC4L DDX51 BRWD1 AC091057.1 UTS2B GARS1-DT POM121 NOXO1 ZGPAT DDX42 RPL23A YTHDF2 ARHGAP11A TBC1D8 TRIM27 RNPS1 DNAJC19 ALG3 MCM3AP-AS1 CROCCP2 UBA52 ZMIZ1-AS1 LENG8-AS1 HDAC2-AS2 MRPL45P2 PPP5D1 COA6-AS1 SNHG7 RPSAP31 MAPKAPK5-AS1 SDCBP2-AS1 GNAS-AS1 FAM21FP NME1 CCDC169 SOX2-OT GABPB1-AS1 CCDC169-SOHLH2 PINX1 GATC AC009065.4 AP000845.1 NCBP2AS2 VWA8-AS1 ADNP_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ADNP_TARGET_GENES PHTF2 MRC2 APBA3 EHD2 LCP2 SEZ6 RASGRP2 SCARB1 DNM2 STK17B ANAPC5 ICAM1 CHRD MYO15A SRPK1 GGT1 TIMM9 KIAA0586 CCNB1IP1 PSME2 CDC25B EARS2 FCGRT CCDC61 PHYH DRG2 HGFAC ANAPC15 SELPLG CORO1C PCCB PCSK4 MRPS15 ACTL8 CSF3R AARS2 GPR108 DTD1 PRMT1 MACF1 PGPEP1 C1QTNF6 DPP9 TMEM91 PRUNE1 NBEAL1 CTDSP1 ABCB9 MFSD6 LDLRAP1 XKR8 PADI4 CCDC117 ST6GALNAC6 JAML NLRX1 CYGB ADCY9 SCNN1D CTSS TENT2 FXN GFI1B TMC8 SNUPN CRTAP GPR160 TP53I11 CHMP6 SLC25A20 PFAS CIITA SEPTIN9 CEACAM19 LILRB4 MAPT RNF216P1 TPK1 LRBA CLLU1-AS1 MIR607 MIR1205 LINC00240 AL160408.1 LINC02812 ELN-AS1 RHOT1P3 MIR3945HG CCDC58P5 LINC02356 LINC02396 ZNF234 RASSF5 MIR6860 PRDM12_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PRDM12_TARGET_GENES TMEM98 TNFRSF12A CEACAM21 MAP4K5 ANGEL1 RB1CC1 RFC1 HEBP2 GDI2 QSER1 WNT8A CTNNA2 RORA SPEG NLE1 ACER3 CROCCP3 GLG1 PMM1 PLA2G15 STX4 KAT8 MTFMT TGFB1 PLA2G4C GALNTL5 LIPA SH2B3 TTC1 AGMAT IGSF21 CD160 ARMH3 TNFRSF10B PTK2B SLC25A16 SDC4 RPL36 EXOSC2 ANGPTL6 NAPSA SNAP25 HAPLN2 MTO1 CDK4 COQ10A GIT2 CCDC65 GAS8 COPS3 UTP4 ILDR1 CCNB3 NPAT ALDOA AP1S3 DNAI4 MED21 VOPP1 FMN2 SLC6A1 FCHO2 CCDC58 SYCE2 C1orf87 DAGLB NOL6 FRMD7 SCN3B CENPV VPS39 DUS2 MLST8 SLC22A11 LUZP1 SLFN12 IL16 RND1 GXYLT2 PTPN2 PPP1R42 PFAS AURKB TPRXL DHTKD1 NPLOC4 FES DAZAP2 ESPN SSX7 AC091057.1 SPATS2L BORCS6 TRPV1 ADA TEX43 C6orf141 ZNF675 CFAP299 MB RNU6-386P TRIM15 RNU6-166P RNU6-1340P RNA5SP474 COPS5P1 OR1X5P FAM177A1P1 YAP1P1 RNU4-62P RNU6-847P RN7SKP270 MTND1P14 SDAD1P3 ASS1P5 LYPLA2P1 MORF4L1P5 TPM4P1 GLRX5P2 CYP1B1-AS1 LINC02634 LINC01641 JAZF1-AS1 SOX9-AS1 NUCB1-AS1 RPL32P27 RN7SL93P PPATP1 ARPC1A FABP5P3 RRN3P1 KRT18P45 RNU6-916P RNU6ATAC36P RNU6-1003P CLDN23 LYN LINC01485 LINC02390 GTF2I MIR3162 MIR3908 SNHG30 HNRNPMP2 LINC01235 CWC25 ACACA GPR1-AS LINC00581 MIR3529 ZNF768_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF768_TARGET_GENES REX1BD CDK11A TTC27 SAMD4A PRKCH GRN STAP1 TBC1D23 FAM214A LTBP1 LIMA1 TBC1D22A ITIH1 CCN5 CALCRL MAP2K4 TBC1D1 PKM LLGL2 RAB7A KLHL20 APBB1IP SP140 CEACAM1 ZMPSTE24 WDFY1 ACOX3 SLC8B1 GRAMD1A ANKRD24 NLRC4 CLSPN HSD3B7 NDUFB7 TBC1D10A CRYBB2P1 CARD10 PIK3IP1 CYB5R3 ABHD12 UQCC1 HM13 CDK5RAP1 TIMP1 CAB39L DNAJA3 XYLT1 TRIP4 TMEM87A BRF2 TLE5 ICAM4 LIG1 SIGLEC6 ZC3HAV1 CPVL BUD31 CYP3A5 SNX8 IMPDH1 PHF14 RHEB DOCK8 EXOSC3 CCDC6 DRG2 NAGLU MAP2K6 NDUFC1 GAR1 ANAPC15 PRR4 MED23 ALDH5A1 SNX3 LY86 SUB1 PDE4D TRAPPC13 GNAI2 COMMD2 EIF1B GCA STRN ORC4 NCF2 SLC2A1 NSL1 IRAG2 CSF3R ZBTB45 WDR11 TAF12 ELF1 RPL5 WDR83 NCKAP1L ZNF391 CPNE5 SSUH2 GOT2 PSD4 EML2 SYMPK COX6B1 PRRG2 EAPP RHBDF2 CRACR2A GTPBP3 YIPF2 GMFG EIF3G GFAP CAP1 RPL27 VPS25 MCCC2 VPS13B ERAL1 COX16 CCNB1 CD180 CEPT1 APC WDR36 TAOK3 SP110 MRPL44 DOCK10 EIF4E2 LCP1 SCRN1 CCM2 STAM TLR4 MYC TMEM63B LRRC1 SLCO2B1 PRCP SULF1 SORL1 NDUFAF1 TMEM62 RSL24D1 PREPL ATAD1 DBR1 BMPR1B GABARAPL1 JDP2 NCOA2 MAN2C1 GAS8 EIF4A3 DYM TIMM29 ZNF473 NOSIP RERE PRKACB TINAGL1 POU2F1 TOR1AIP1 TARS2 UBAP2L SLC39A1 C1orf43 PYCR2 SUMF1 CYP4V2 RPL37 LIX1 ARHGAP26 RPL7L1 CREB5 LUC7L2 REXO4 FRA10AC1 LRRC27 PAK1 CNBD2 GPHA2 PRSS53 SLC7A11 CSNK1G3 VIPAS39 DST SLC30A6 UTRN UBP1 DISP1 VOPP1 SAMSN1 RBM45 ELMO1 SLA H4C8 MPZ CFAP298 MCM3AP NAPEPLD PCYT1A ZNF385A FUBP1 DNAJB4 PRORSD1P CTSS IFI16 CD200R1 HTR4 TIGD6 ALDH7A1 FXN VCP INTS6L PRPF18 GFI1B TAF10 TK2 MARF1 CIAO2A PCLAF TSC22D4 AKTIP FBXO22 NIBAN3 MPLKIP RASSF6 PLEKHA2 GPR183 STX8 SCAND1 ZNF581 ATF7IP RPS7 TVP23B MRPL13 CLEC7A RPL38 CYSLTR1 SYT12 GLIPR1L1 WFIKKN2 STARD6 SART1 MCTP1 ALG10B MRPL48 AURKAIP1 RMDN1 GBA DMAP1 IMPDH2 SH2B1 WSCD1 ZBTB20 SPACA6 YBEY CACNB4 TEX19 MFSD5 CCDC159 SF3A3 GUSBP1 UBE2F PCDH9 CLECL1 SEPTIN9 INTS5 FAF1 ANKRD46 GNG2 RSBN1L EXD3 KLHL17 SRP72P2 UBE2Q2P1 PNRC2 S100A4 SIRPB2 NIF3L1 LONP1 NCOR2 MAN2A2 ZNF398 SND1 PRAMENP RPL37A H4-16 APRT RNU6-103P VTRNA1-2 TATDN3 EFCAB7 LCN8 TMEM273 MBD5 ZNF425 PSMB10 RGL3 THUMPD3-AS1 MIR607 MT-TH IGKV3D-20 IGLV6-57 IGLJ5 TRAJ28 IGHA1 COG8 GANC REPIN1 APTR AC141586.1 LINC01356 PPP2R2A TRIM16 TIGD1 VPS52 HBD INTS6L-AS1 JPX SLC6A6P1 WDR11-AS1 LINC02575 PIK3IP1-DT LINC01715 LINC02028 ACBD6 EMC1-AS1 TRIM31-AS1 RPS18 LINC01063 RPL37A-DT LINC01275 LINC01685 NME1 PPIL3 RN7SL494P ZBTB20-AS4 STMP1 MRPS31P5 MLLT10P2 RDH10-AS1 HOXA-AS2 AP002852.1 VPS13B-DT ODC1-DT AC124248.1 LINC00933 AC012178.1 MIR762HG OTUD7B MIR4519 AC027097.1 FBXO17 MILR1 AL024498.1 SLC30A6-DT RN7SL2 MIR6745 MIR7852 H4C4 MIR7973-1 SSTR3 RN7SL3 FLJ38576 EIF1B-AS1 MIR4521 LSP1P5 MIR5087 SEMA3F LASP1 CASP10 PLXND1 CD38 CDC27 MPO PDK2 ITGA3 CACNA1G ALDH3B1 PNPLA4 MARK4 GAS7 MATK PIGQ E2F2 NADK CYTH3 SS18L2 REV3L RANBP9 CD9 NME1-NME2 TYROBP TMEM159 MAP4K5 NUB1 PHLDB1 GRAMD1B DEPDC1 MIPEP SNX1 MAP2K3 NSMAF RIPOR1 RIPOR3 TG JADE2 THRAP3 PHPT1 KCNH2 PHF21B MSH4 CAMK2B POLR3E DNAJC25 DGAT2 LIMCH1 GLP2R PDIA5 NDUFB4 FGFR2 CACNB1 ROGDI SRBD1 PYGM DNAJA2 BCL3 SLC44A1 ST6GALNAC2 NDE1 PVR SCARB1 PDE8A ST6GAL1 CLASP1 EED WSCD2 KCNQ2 FOSL2 WDR62 PLXNA2 SPAG5 ACACB RAP1GAP ARHGEF1 IL4R SLC25A43 UBE2A MCCC1 ADCYAP1R1 RAPGEF3 DNM2 CHRNA3 CNOT4 DLGAP4 MAGI3 PTPRC AACS XPO1 RRAGB ZNF324 NKAIN1 GCKR POMGNT1 ITPKC HSD17B2 ADD1 PHACTR3 SULT2B1 ASAP3 DNMT3B TMEM40 TESC KDM2B FUS ARHGAP4 MCOLN1 DLL3 GPATCH2 SEC22C SH2D3C WHRN CREM TMEM14A SCD MYO9B MISP POLRMT OSM SEC14L2 GGT1 CYTH4 SLC25A1 TRIOBP DEPDC5 POLDIP3 RHBDD3 BIK MCM5 TNRC6B TRMU AHSA1 DAAM1 RIN3 CHGA ITPK1 GALNT16 ASB2 HIF1A PAPLN PCIF1 PABPC1L ADNP SNPH POFUT1 PPP1R16B SMAD7 CCL22 USP31 CCP110 CSK CD276 TGM5 ASAH1 GYS1 KLC3 CCDC130 CCDC61 VRK3 MED26 SLC1A6 OVOL3 TJP3 TGFB1 DMAC2 CARD8 WDR83OS SLC5A5 ARRDC2 PDE4C ETHE1 GSDME SSBP1 FSCN3 LSM5 CLIP2 AKNA PLEKHA1 ACTA2 STN1 GIT1 RUNDC3A KPNB1 DHX58 CNTNAP1 SGCA ABCC3 UNC119 OCIAD1 INPP4B DHX15 STIM2 CTSC DTX4 CEP164 TCIRG1 POU2AF1 KCTD10 SLC6A12 SCNN1A OAS2 RASAL1 CAND1 GCNT2 RIPOR2 CILK1 CD83 DUSP22 CLIC5 PRSS16 TBX18 CCNG1 LNPEP TRIM23 HGD PFKFB4 BBX KANSL3 OTOF FNDC4 ITGA4 IFIH1 CLIP4 STK16 GORASP2 AMPD2 DNAJC6 SMG7 TTF2 MTR RBBP5 ECE1 RCAN3 MAN1C1 TXNDC12 KPTN TNNT2 SGK1 GHRH PHF19 NEK6 GPR68 IFIT3 CUTC MXI1 ARMH3 SFRP5 CRHR1 NUP43 PLEKHG1 TNFSF18 SLC35B1 ADCY7 ADGRB2 TMEM54 CD244 CIT CDKN2C RNF11 GIPC1 NR4A1 COQ8B SLC12A4 SNX21 CDH26 NRN1 MYRF SH3TC1 DOK4 BHLHE23 CD70 C3 TRIP10 FOSB OPA3 GZF1 FAM110A CITED1 BPIFB1 LRFN3 BCL2L12 PRMT1 PRKCG IFI6 ATG14 EDN2 MASP1 UBR4 TUBA4A LRFN1 ASPHD2 APOL2 MBD4 MTUS1 KLK10 SEC14L1 DOHH TSPAN16 NECTIN2 APOE ATP8B3 USHBP1 MRPL34 ACTN4 FCHO1 UNC13A GDF15 OSBPL2 ASS1 FIBCD1 THEMIS2 ANGPTL6 RBM39 ZNF227 HAUS8 RFTN1 NAPSB NR1H2 ACLY ANO1 PPP1R1B KHDRBS3 CHD1L ZSWIM4 TBC1D14 NIP7 IGHMBP2 ALDH3B2 NASP ZSWIM3 VSTM2L MTUS2 CHIT1 PRAM1 LGALS12 C1QTNF6 KRBA1 BTG1 TMEM254 ARNTL MICAL2 RRAS2 DUSP26 EMP1 SPOCD1 UBAC2 TMED7 ADAM19 FBXO21 KRT7 DYSF PCNX2 STX6 WNT10A STAB2 PLXNC1 CHST12 TTYH3 NKX2-1 TM6SF1 SMPD4 CDK5RAP2 GRHPR ALDH1B1 TMEM14B HMGA1 NUMA1 C11orf1 TMPRSS13 ITGA11 UACA SMAD6 SEMA6D GIPC2 THUMPD2 EMILIN1 STAMBPL1 CUZD1 TACC2 SSB HECW2 SLC35A5 GLCE SEMA7A CNOT6L RGS3 PARVG PEX5 SLC38A6 LYSMD2 CDAN1 TLE3 ANP32A CYP1A1 CCDC33 POLG ITGAX NLRC5 OSGIN1 KSR1 CLTC MINK1 CBX8 MAPK4 CACNA1A CIB3 SCYL1 EVI5L ITGB3BP IGSF3 FCRL5 RGS16 DUSP10 CREB3L4 KCNN3 GATAD2B CAMKMT NT5DC4 CPNE9 RAB5A GRIP2 IQSEC1 CAND2 ATG3 PLK2 KCNMB1 PM20D2 MAP11 CCDC25 RGS20 HMCN2 COMMD3 SERPINH1 COMMD7 ALDOA PTS ABCB9 UBC NOCT CCDC175 RABGAP1L PTPN14 ARL11 PDK1 PELO DNAI4 RASSF3 CYRIB CFDP1 CIBAR2 CEBPG DGKE TBCEL PITPNC1 CEP112 ENPP3 USP43 PI4K2A OTOA DRAM2 HK1 BRPF1 RBPMS SSBP3 SLC38A10 LDLRAP1 PAFAH2 DZIP1L RNF207 SLC13A3 SPATA2 GDPD5 TMED4 ELK4 SLAMF8 IRX6 NAE1 PDXK RALGDS ZDHHC12 SAFB S100A1 CCR5 U2AF1L4 PLXDC1 ITGA5 JOSD2 SHANK1 SPC24 MED11 BICDL2 SYVN1 DHRS3 SDC3 ALPL SCNN1D C1orf52 KLHDC9 SPATA17 CAPN2 PUS10 EIF4E3 HDAC11 RBM47 TTC14 MTHFD2L PLB1 SLC6A20 SLC51A POC1A NAA15 PRMT9 EBF1 UBLCP1 SLC29A4 FMC1 CXorf58 KIAA1958 INPPL1 DDIAS NEMF AK8 CCDC186 SALL2 PACSIN3 SMCO4 TRMT61A TMEM100 BEAN1 CDH16 CFAP52 B2M RBPMS2 C18orf54 GNGT2 TTC16 CERCAM C15orf39 STIM1 TPM4 RAB8A KLHL26 DHRS13 KMT2D TRAPPC9 SPINT2 TRPV3 TMC8 FTH1 MAP4K2 SETD5 PXK KCNG4 PHYHIP AHCYL1 UQCRFS1 UPF3A CPT1C XPO6 RSPO1 SNUPN CRADD LINGO1 OTUD3 KRT4 SLC23A1 SMAGP IRF2BP1 FOXA3 LMOD2 HS6ST2 NRTN TMEM37 KRT15 ASXL1 P2RY6 SYNPO MOB3A MTBP ISG20 ZNF131 DPAGT1 ABCG4 MUCL1 CES4A FAM222B PPP1R14B CNP PHOSPHO1 TCAP TLR1 ZDHHC24 ADCY6 KLK15 SLC29A2 SH3PXD2B FZD4 ADGRE1 CATSPERD ATR CHRNA7 CLTB SUGCT B3GNTL1 ETV4 DOK7 CRYBG2 CRLF3 PLAAT3 OR4X1 RBIS ZBTB38 CD19 NR2C2 BOLA1 ZC3H12D NT5DC1 TMEM139 PFAS TUFM CTC1 EXOC3L1 TMTC2 CALR GVQW3 CLK3 GCC1 CIITA FOXS1 SERTAD2 DEFB124 ARHGAP45 PPA1 PITPNB SLC25A42 SLC26A11 EHMT1 SIAH2 OR6S1 P2RY8 MRPS16 NXPH4 PAQR7 GTF2H2C TREX2 TOB2 SREBF2-AS1 NIPSNAP1 CNTN2 PLA2G6 CCR10 TXNRD2 H2BC21 TMEM186 BTBD6 IMMP2L BRF1 SEMA4B ZNF74 TCN2 HGS TNFAIP8L1 MYBL1 ADAMTSL5 TRIM69 MATN1-AS1 PIP5K1C TEX38 ZNF749 PDE2A PRR5 BCR ESPN TMPRSS6 SIRT7 TCL6 SAMD11 OTOG SELL FAM83G NOXA1 PRELP KCTD21 ALKBH2 LITAF SF3B3 ZNF573 S100A13 ZNF600 SLC35E2B NEMP2 SUPT5H SFTA2 CD55 ZNF775 ZNF799 MYO18A TCF4 SDHAF3 STRN3 PPTC7 PDLIM7 SMIM10L2B KIAA1671 SLC25A29 SRC ENTPD4 SERPINA1 LRP10 IPP OPALIN BCO2 MFAP5 DPP4 PLCG2 MBP GRK6 MB ZNF770 MIER1 SULT1C2 SLC29A3 TXNRD1 KRTAP4-1 ZNF808 ARMH1 TUSC1 IPO9 ECI2 F5 MTCO3P12 MT-ND5 R3HDM4 RNU6-797P RNU5B-1 RNU6-560P RNVU1-34 RNY1 RNU5E-4P RNU6-1276P LINC01562 SMIM9 SNHG5 LINC01270 LINC00963 SYS1 LRRC37A5P BRD2 DEFB122 HCG9 AKT1S1 TTC25 NAT8B CCNI2 PSENEN KRT17P4 ADGRG1 EXOC3L4 CCDC85C HMGN1 ITSN1 AC108134.1 RNU6-532P SNORA80D MT-TS2 MT-TL2 IGLV11-55 IGLV7-46 TRAV13-1 TRAJ35 TRAJ27 TAS2R14 RNU6-244P RNU6-952P ZNF611 HAUS7 PTPRCAP PVRIG STIMATE LBH EMP2 UBD CSNK1E ITGA1 SCART1 PLIN5 STARD10 TMEM242 C1orf167 IFI30 CCDC7 H2BC16P HSPE1P8 PAM16 MIR1207 BTBD19 RNU2-63P RN7SKP91 CFL1P1 SMCR2 DPPA2P2 LINC01991 PELATON LINC00620 PLEKHM1 LINC02557 ERCC6 NTF4 ABHD11-AS1 AL365271.1 C12orf77 LINC00511 MGAT3-AS1 SLC2A1-AS1 LINC00355 DPY19L2P3 RPL23AP89 ITPKB-IT1 WEE2-AS1 UBAC2-AS1 HNF4A-AS1 TUBB8P1 PATL2 COTL1P1 STEAP3-AS1 AL669831.3 TMEM254-AS1 XXYLT1-AS2 TPI1P2 ZNF341-AS1 AL109910.1 DDX3P2 HSBP1 LINC02613 LINC01516 RSL24D1P11 DLEU2 TMSB15B-AS1 DOC2GP IPO9-AS1 PRH1 MYO3B-AS1 BPESC1 KANTR AC002480.1 SMG7-AS1 LINC01271 AC108047.1 LINC02599 LINC01503 KRTAP5-AS1 LINC01952 JRK MIR155HG DAAM2-AS1 COTL1P2 NEURL1-AS1 MFRP HMGN1P36 AL445231.1 LINC01852 RNU7-169P CASTOR1 CASTOR3 RN7SL399P STIM2-AS1 RPL12P28 RN7SL521P HOXA11-AS LINC00881 ARHGAP8 MTFP1 ARPIN RPL5P24 DNAJC25-GNG10 RN7SL36P RN7SL814P KCNK15-AS1 LINC02447 DACT3-AS1 LINC02202 FZD4-DT STARD4-AS1 FABP6-AS1 LINC00926 LUCAT1 AC022784.1 FLJ42969 ACTN3 LINC01095 MTND5P11 TMEM132D-AS1 CASC11 ZNF324B LINC01234 EAF1-AS1 ARPIN-AP3S2 SLC2A9-AS1 ST3GAL1P1 LINC01596 TMED7-TICAM2 LINC00923 RNU6ATAC32P MIR449C RNU6-919P RN7SKP197 MAILR SIGLEC14 NOX5 FDXACB1 ZNF486 AP001160.1 PPP1R14B-AS1 LINC02703 NHLRC4 LINC02356 MAP1LC3B2 TESC-AS1 LINC02332 LINGO1-AS2 FIGNL2-DT AL050341.2 AC009119.1 STAM-AS1 LINC02136 LINC01686 DKFZP434A062 LINC02185 CORO7 ROCK1P1 MIR4462 RHEX RNU4ATAC MAPT-AS1 MIR4692 MIR3680-1 CFAP298-TCP10L TXNIP MIR4525 MIR4437 MYO15B AC243964.3 LINC01897 AC036176.1 AL031666.2 ESPNP LINC00528 GAS2L2 ATP6V1G1P5 AL390955.2 NDE1P2 MMP28 IGKV1OR2-6 GAR1-DT RNU11 MIR6782 RNU12 PRSS47 H2AC16 MIR7106 SRCIN1 MIR6881 LOC101927815 RNVU1-2A VWA8-AS1 LINC01451 AP003733.3 MAPT-IT1 GHET1 PISRT1 MIR7973-2 MIR4531 STN1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/STN1_TARGET_GENES ACD PARD6A CUEDC2 DR1 RAN ARF3 ST6GALNAC6 PPIA AMZ2P1 CCDC18-AS1 SNHG15 TDRD3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TDRD3_TARGET_GENES HEATR6 TUBD1 RPS6KB1 LINC01719 AC025048.4 VRTN_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/VRTN_TARGET_GENES SLC24A1 MTIF2 APLP1 SUPT7L INTS14 NPHS1 SLC4A1AP ZNF668 ZNF646 SLC33A1 MT-ND6 MT-CYB MTCO3P12 MT-TF MT-TE MT-TT MT-RNR1 AL669831.3 PGAM4P2 MTND5P11 DAP-DT RNVU1-27 MIR4477A BRF2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BRF2_TARGET_GENES ERCC1 PARP2 CCDC107 GSTA4 MED16 TMEM259 ZFP36L1 RNY1 RNU6-7 RNU6-8 RNY3 RNU6-1 RNU6-2 RNU6-9 RNU6ATAC RNY4 RMRP RPPH1 GHET1 RN7SK TAF9B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TAF9B_TARGET_GENES CIAPIN1 COX10 ST7L SEC62 MBTPS2 MNAT1 SAMD4A NR1H3 NCAPH2 AGPAT4 RANBP3 ZZZ3 USP28 MRPS10 PARP12 EIF4B TAF2 POLR1H GRIPAP1 MAPK6 PHRF1 PABPC1 RPL31 TFRC PICALM CLASP1 LMAN1 RAB7A KLHL20 DDX1 CNOT4 PCNP STK17B KAT6A APLP2 ATRX MAST2 FTL TGDS COQ9 NSFL1C ZNF343 RPL6 RCOR1 SLC9A1 SPTLC1 TFAP4 AARS1 RBM27 SEL1L3 NLRP1 ZC3HC1 SCFD1 CRAT HSP90AB1 HNRNPH3 MYO9B PSMD8 MMP11 TBC1D10A TOP3B TOMM22 LMF2 RPL3 EIF3D RBX1 HIF1A PPP4R3A TRIP11 PCIF1 PFDN4 TRIB3 TM9SF4 TBL1X AMMECR1 STAG2 BEX4 INTS6 ZNF629 POLR2C COG4 ELOB TRIP4 TMEM87A BRF2 SLC1A5 NOP53 BABAM1 CARD8 CRTC1 USF2 OGDH CPED1 PTCD1 TAF6 RBM28 ANKMY2 RPL28 PIGL GOSR1 DRG2 YWHAE NDUFC1 RPL34 CLCN3 TBC1D19 ELP4 EHD1 CARS1 KCTD10 ATP5F1B RSRC2 GTF2H3 EIF2B1 COPZ1 KRR1 CCNC E2F3 BICRAL COX7A2 SUB1 TXNDC15 ACTR8 FAM162A PCCB ARMC8 FXR1 IQCG GBE1 NEK4 ACTR3 RPS15 CCDC88A STAT1 CCT4 HDLBP ID2 ODC1 CAPZA1 GADD45A ACADM HMGCL NSUN4 DR1 NSL1 ARID1A MED28 CCNI GTF3C3 PTPA ZBTB45 SUPT7L COPA RPL5 ARL4A CYREN ATF1 KBTBD4 MORF4L2 STX16 NAGK SNRNP27 USP9X ZNF391 TBCC THOC2 ARMCX5 ID1 KDM5C NSRP1 SSX1 STYXL1 APOL2 ARHGEF6 SAT1 ZSWIM6 AAR2 HAUS8 RPL27 VPS25 DCAF15 FCRLA MRPL35 EEFSEC ANKRD17 WDR74 CEP20 BTG1 ELP3 BHLHE40 MEIS2 ACP2 PUM1 UBAC2 CD63 DNAJB2 MED4 IGF2BP3 BZW2 HUS1 NMT1 TACO1 TANK BIN1 TXN RPL35 ARPC5L RPS6 TJAP1 RNF121 NDUFAF1 RPS24 GSTCD INTS12 SLC15A4 TMBIM6 ANP32A HMG20A USP3 ABHD2 RPTOR PSMB6 RPL13A RPL11 SERBP1 MTF2 UFC1 USP21 MCL1 ANP32E EIF2D FBXO28 ETAA1 LIMD1 ECE2 IQGAP2 ATG12 ZMAT2 RPL7L1 PHIP MDH2 TMEM140 OGT IGSF1 RPL10 ATP6V1B2 RPL7 MED22 REXO4 RPL7A GTF3C5 LRSAM1 TAF5 IMMP1L RPS3 CHEK1 UBE3B EIF4E CSNK1G3 NDUFC2 SLC30A6 SAR1B TRAPPC8 TRIP12 FBXO36 HS2ST1 MIA3 MRPL39 KLF10 AZIN1 SAMSN1 ZCCHC10 MCU BACH1 EEF1A1 EIF4A2 DDX19B AP3S2 H4C8 ZSCAN12 NDUFS2 PAXBP1 CCDC58 PDXK RPL26 RPL29 LZIC TM2D1 DNAJB4 NCSTN RBM15 DPY30 TYW5 MAIP1 RPRD2 SPTA1 CCNL1 SLC4A1AP GNL3 PBRM1 H2AZ1 ANXA5 NDUFS4 RICTOR RPS14 PCF11 FAM204A PMPCA ENTR1 TSC1 GFI1B BMS1 TRUB1 PSMC3 PCLAF MBD6 CNPY4 ISLR2 CDK12 SMG8 KMT2D EEF2 KCTD5 SLC3A2 CTNNB1 MMADHC MPLKIP SEPTIN2 HJV HEXIM2 CCDC8 ZEB2 HOXB9 FAM98B ZNF561 RSL1D1 PTEN CYCS MTBP TEFM MRPL13 C5orf34 AFF1 RPL38 MIR4435-2HG DCAKD COMMD1 PEAK1 NMNAT1 NET1 HOXB2 ZWILCH RPL4 BBS1 DDIT3 BANF1 EIF1AD SUGCT UBE2O CCDC121 SEC24C SIX5 TIMM22 TGIF1 ZNF518A AP3S1 RPS27 PLEKHM3 MAF PER1 MKRN3 DNHD1 PLCB1 RPL35A CSMD1 SELENOF SF3A3 LIN9 ADAP2 KNTC1 NDUFA12 NELFA INTS5 ZBTB37 METTL7A UBE2L3 BRWD1 LRCH3 MIR22HG AKR1C1 BAGE2 AL162231.1 EPOR PTMA ZNF626 ZC3H6 CENPP CHM RHCE RBM34 RPL14 NDUFA4 SF3B3 PNRC2 SFTA2 S100A2 SNHG17 ZNF257 PSMD12 ZNF675 TOPORS PSAP RPL37A ADH5 RPL12 NOL8 MRPL42 RPS4X ZNF770 RPL23A SPRED2 GPN1 RPL10A PNP FOXJ3 RPL39 SGMS1 RNU5A-1 RNVU1-22 RNU5B-1 RNU5D-1 RNU4-1 RNVU1-34 RNU5E-4P SNORD48 RNVU1-21 RNU5E-6P TATDN3 SNHG5 LINC01270 MACO1 SNHG32 ZNRD1ASP RACK1 LINC01531 C21orf62-AS1 SNORD15A SNORD59A RNVU1-15 NDUFS3 RPS29 GANC ALG3 RPSAP28 RPL17-C18orf32 TMEM242 RNU2-17P RNU2-2P CCDC18-AS1 MIR3681HG TANK-AS1 LINC02476 MCRIP1 LINC00431 CHCHD2P1 KLLN RBM15-AS1 LINC02577 UBAC2-AS1 RPL41 XIST ACBD6 HOXB-AS1 FTX ENO1-AS1 MORF4L2-AS1 RPL37A-DT SNHG15 HCG21 RPS28 RPL34-DT FAM133B LINC01287 GAS5 ID2-AS1 B3GALT1-AS1 SMIM27 COX10-AS1 INTS6-AS1 LINC01275 ZEB2-AS1 SNORD42B RNU7-27P RNVU1-2 AC008040.1 ATP5MF MRPL20 STMP1 MRPS31P5 ALKBH3-AS1 H2AZ1-DT NEAT1 CRNDE SNHG6 AP002026.1 LINC02428 FLJ46284 ATP5MF-PTCD1 LINC01088 CASC9 AC026725.1 MCPH1-AS1 SMIM20 CHCHD10 LINC00958 MALAT1 RNU6ATAC32P MAILR AP002495.1 EEF1G STX16-NPEPL1 BRWD1-AS2 SNHG1 PRECSIT ODC1-DT G2E3-AS1 FNBP1P1 AC009779.2 SPESP1 NDUFC2-KCTD14 MAPK6-DT LINC01169 NORAD AC007216.4 SNORD43 MIR548AW RNU4ATAC SNORD95 RPL17 SEC22B AP002478.1 AC079466.1 AC011444.1 ZNF561-AS1 NDUFA7 ZSCAN16-AS1 IKBKG KCNQ1OT1 RNVU1-31 AL390955.2 ARMCX5-GPRASP2 SNORD58B SLC30A6-DT RNVU1-25 RNU11 SNORD25 RNVU1-26 RNVU1-19 SNORD27 RN7SL1 SNORD26 RNVU1-4 RNVU1-28 RNVU1-2A MIR5087 BARX1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BARX1_TARGET_GENES SCYL3 GCLC NFYA RAD52 AK2 RBM6 RPAP3 FAM214B MYCBP2 AP2B1 CDKL3 CCDC124 TRAPPC6A SPRTN GIPR FUZ LRRC23 MBTD1 UTP18 ERCC1 ANGEL1 SLC30A9 ZDHHC6 RNH1 PHF20 KPNA6 SLC39A9 FAM13B CENPQ ABCF2 ASTE1 VCL DEPDC1B MFAP3 PHF23 PSMA4 MED17 WDR37 MAP4 NOP16 KITLG PPP1R3F LIMA1 SIKE1 LAMA3 THRAP3 ARID4B FAM114A2 USP36 MRPL43 NDC1 SFSWAP ISOC2 INTS13 TNPO3 ABCA7 DDX20 PMS1 COL17A1 MTHFD2 IDI1 RRP15 DHX8 PMS2P4 HYAL2 NUCKS1 UFD1 LRP6 PHRF1 PRKACA DERL2 AP1M1 SDHA CLASP1 TXK TIMM21 RBM7 RBMS2 KLHL20 SPAG5 XAB2 SIRT6 MCCC1 TULP3 PCM1 CDH17 SAR1A SENP1 DNM2 MOK NDC80 RSBN1 DUSP12 BZW1 GEMIN5 NFE2L1 XPO1 ITGAE SLC27A5 ZNF446 WBP11 SCAMP1 SEH1L TMED2 SRRT NLK PGS1 RTRAF DNM1L KHSRP TPX2 KIF9 MAVS ANAPC5 GCN1 ERP29 FUS FXYD5 RBM27 SPAG7 HAUS4 RNF31 HECTD1 HNRNPC SUPT16H SNAP23 MFSD11 GPATCH2 CDC45 AAAS SH2D3C NUBP2 EFHC1 ZNF184 TMED1 MZF1 PSMD8 SETD1A PPIL2 CCDC134 TOMM22 RHBDD3 TAB1 TXN2 EIF3D ST13 L3MBTL2 CDKN3 SPTLC2 PABPN1 SRP54 PCK2 PSME2 NFATC4 GINS1 IFT52 RAB5IF SLC52A3 KIF3B MROH8 FAM83D RBFA VAPA METTL4 SMAD7 NUP93 PSMD7 CMC2 GSPT1 CLUAP1 CDIPT LACTB ZNF106 DTWD1 VPS18 CSPP1 POP1 GDAP1 INTS10 KCTD9 HNRNPL CLPTM1 PPP1R37 PPP1R13L IL4I1 PPP6R1 ANKRD27 TIMM50 TJP3 CACTIN CCDC9 TYK2 CDC37 CYTH2 SYNGR4 CARD8 PRPF31 TFPT RAB3A SMG9 CFAP69 HBP1 DUS4L SP4 SSBP1 TAX1BP1 ABHD11 MOSPD3 CEP41 MEST ANKMY2 PSMA2 MRPL32 COA1 STAG3L4 KDM4C KANK1 ABHD17B DNMBP TWNK KAZALD1 PITRM1 SMC3 PSMD3 TRIM37 INTS2 NUP88 MED31 B9D1 MRPL27 HDAC5 UBE2D3 NDUFC1 GAB1 GAR1 CLCN3 FBXW7 STIM2 ST3GAL4 ANAPC15 EIF4G2 SLC11A2 MVK ATP5F1B LTA4H ITFG2 RAB5B RIC8B FGFR1OP2 RWDD1 RNGTT GPR63 WASF1 GMNN HBS1L TBP BTN2A1 HMGCS1 IK THBS4 SUB1 TARS1 PPP2CA C5orf15 BNIP1 BCL6 NIT2 ARMC8 KLHL18 PLSCR4 KANSL3 LMAN2L NCL EPB41L5 DNAJC27 CENPA TANC1 GTF3C2 PCGF1 RTN4 ORC2 COX7A2L ATF2 SCP2 PARK7 S100PBP GON4L MRPS15 EXOC8 C1orf109 ZNF684 SLC2A1 CDC20 AKR1A1 PRDX1 PIK3R3 DPH5 NEK2 CENPF STX12 MTARC2 TXNDC12 POLR1G RPS25 DDX59 USP35 RPN2 NDUFB3 UBE2B HSDL2 KDSR VPS4B ZBTB45 EIF2B2 ATL2 CRIPT KCNIP2 WDR55 TAF12 PROSER1 ALG5 EXOSC8 FAM53C SERP1 ARL1 TARDBP COPS5 CEP89 BCL2L14 KIF18A KHDRBS1 TMEM39B ZSCAN20 RPL5 EEPD1 NT5C3A ARL4A POLM ZWINT CIT WWP1 GIPC1 KBTBD4 HJURP CKS2 NCOA3 ABCC10 OARD1 H2BC11 CDKN1A RIOK1 CNOT1 LRRC29 MBOAT7 TNFSF9 RPL23 ATG4C TRIP10 GPR108 OPA3 SYMPK TMX4 STK35 MKKS TMEM53 PRRG2 SCAF1 DLGAP5 ZNF484 TSPAN8 YEATS4 ADGRE2 KDM4B METTL16 TUBGCP6 SPECC1 PRKRIP1 FOXP2 KLHDC10 PDE11A ORMDL1 ELL3 MINDY2 RPAIN ILF3 AP1M2 MIS18BP1 SGO1 DOHH LDLR ELOF1 RPL36 COLGALT1 DDA1 ACTN4 LSM4 PAK4 TMEM160 MED18 DNMT1 CASZ1 MGAT1 RPL27 PSMC3IP NDUFA2 ANKHD1 DIAPH1 TOP2A FAAP24 ZSWIM4 RFX1 DCAF15 LRRC41 ARFIP2 TIMM10B UTP3 RIDA MMACHC NASP AP3B1 USPL1 POMP RFC3 WDR74 HSD17B4 ZFC3H1 FKBP11 TMEM106C YWHAQ NARS1 RELCH EMP1 YARS1 CDCA8 ELP2 DHX34 TMEM165 USP30 TBX3 OASL CCDC146 SYNCRIP MAP3K7 EHF DNAJC14 ITGA7 BLOC1S1 TSPAN31 OS9 CD164 AFG1L GNS CEP350 SCYL2 BORA COG3 LMO7 BZW2 TEX2 DCAF7 ACTL6A PRPF4 RPL35 GRHPR RPS6 FLOT1 VARS2 C6orf52 PRCP MRPL15 CTDSPL2 MAPKBP1 RSL24D1 GTF2B LRPPRC ASCC1 SECISBP2L CENPE PPP3CA ETFBKMT VAMP1 PEX5 MMAB GIT2 MYG1 SBNO1 ANP32A ARRDC4 PIF1 SCAMP2 POLG ABHD2 TICRR UNC45A MCTP2 NCOR1 SLC39A6 CBX8 CEP131 FBXO15 TXNL4A MVB12A IFNAR1 SAE1 EVI5L FAM71E1 RPL13A NOSIP RPS8 MTF2 TIPRL PPOX NUF2 RGS5 PRCC MRPL24 PIGM HDGF TUFT1 ENSA ARNT HAX1 EFNA3 ILF2 SDE2 LBR GALM ZNF514 EXOC6B TAMM41 OSBPL10 EIF2B5 PLAC8 USP53 PLK2 PPIP5K2 SLC30A5 BTF3 MMUT ARMT1 RBAK CDCA5 CCT6A PSPH RPL10 CCDC25 NAPRT NR6A1 POLE3 RSU1 POLR3A ITPRIP BTBD10 ADM TNKS1BP1 RPS3 SLX4IP FADS1 INCENP CCDC15 MRPL49 FAU ALDOA HIRIP3 TMEM218 MIA2 PDCD4 MTMR12 PIH1D2 NKAPD1 NOCT DCP1B MAGI1 TMEM18 VPS26B NCAPD3 VTI1A QTRT2 PIGF CENPU AMN1 TIAL1 RABGAP1L ATP5F1A SPC25 POC5 PFKM PTPRK GGPS1 CYRIB INO80C UBP1 BUB3 ATP5MC3 ATP5PF GABPA FLCN EME1 FBXL18 ZFYVE27 SLC16A1 C9orf85 FAM126B SLC26A2 RMND1 ADK SH3RF2 RPL30 ZDHHC5 NPTN KAT6B AIFM1 BUB1B EIF4A2 BRPF1 RPUSD3 AASDH C9orf43 UBN2 NCK1 FANCC WASF2 H4C8 TMED4 TAGLN2 B4GALT3 TOMM40L GART SON UBE2Z ADIPOR1 PSMD4 ALDH4A1 MED8 ATP6V0D1 BSDC1 RSPH1 ZDHHC12 FLAD1 SHC1 FGFR4 IER2 SRSF2 TMEM143 EMC10 SPSB3 TTC9C SYVN1 ZFPL1 LZIC AGL ATF3 RBM15 IER5 SPATA17 ACP6 B3GALNT2 MEMO1 WDCP SMARCAD1 IWS1 S100A11 HELQ MRPS18C TSACC CCT3 TMEM79 SUCLG1 PRKCI EIF5A2 RPL22L1 CCDC191 TIPARP CCNL1 RPP14 CRELD1 WDR43 POLR2H UVSSA UBXN7 H2AZ1 RNF123 POC1A HMGB2 FBXO8 CEP44 NAA15 STARD4 CAGE1 ERAP1 GDF9 UQCRQ TRA2A CDCA7L SUN1 CDK5 SLC4A2 COX6C METTL2B C9orf64 ZHX1 PIGO FBXO33 DDIAS LRR1 RPUSD4 ARF6 BORCS5 CCDC186 FRAT1 PSMC3 CPSF2 TCP11L2 HIF1AN DEPDC4 FAM227B TAF10 CENPN MAPK7 MCM7 A2ML1 IQCD HSP90B1 BLCAP PCLAF TMEM170A PLK1 VPS39 STX3 TEF DOLPP1 SP2 CDK12 DUS2 KLHL26 GATAD2A TUBA1C RAB4B LENG8 TRAPPC9 ZNF444 NXN HSD11B1L CD320 MIS12 GHDC BSCL2 SETD5 RBPJ LMBRD1 MPLKIP MLKL CDC40 POLR3D TMUB2 TMEM208 GFM1 RNF181 CEP120 E2F6 CSNK1G1 ATF5 PCSK9 SLC50A1 MRPL1 SIN3A METTL15 PCBP1 INO80E C15orf40 SPNS1 UGP2 ZNF747 ALCAM TMEM192 PWWP2A KRT8 METTL7B ARL6IP1 RNF139 TSEN34 NDUFA3 OSCAR PKIA ZNF672 TMEM126A UGT2B7 ASXL1 RAB4B-EGLN2 ZNF584 ENC1 ATF7IP RRM2 DRC3 ZNF57 MTBP MRPL13 STARD5 FIBP BANP TMEM134 OXSR1 CKS1B THAP2 ZNRD2 FKBP2 MST1 NMNAT1 UQCRH JUP EIF1 PLK3 EXO1 SNAPC5 MSL2 ANGEL2 PDE12 NDUFA11 RSRC1 MICOS13 UBE2C PARL CKAP5 ATG13 EIF3F SUGCT TOM1L2 RUVBL1 MBLAC2 IP6K1 CDC26 RNPEP SPRYD4 SGF29 EFCAB5 NFATC2IP MTX3 PUS1 MAN1B1 TIMM22 MIEF2 NR2C2 C18orf32 HASPIN GRB2 DMAP1 FAM220A DPM3 EDC3 CALR SHARPIN MAF1 PCBP1-AS1 R3HDM2 C14orf119 DCTPP1 ZNF48 OAZ2 HARBI1 C11orf71 CLRN3 SLC25A42 H2AW POLR2A TMEM102 COPG1 PRKAG1 TDRKH KPNA2 EWSR1 GPR19 RABIF CCDC125 NDUFB1 UPP1 IQGAP3 DNAH2 SNRNP35 CMSS1 TSSC4 THAP7 XPOT CDCA2 ZBTB40 NDUFA6 UBOX5 BRF1 H2BC13 RAB11B UBALD2 TEDC1 HGS SP1 SHC4 PMEL ADAMTSL5 LAMP1 RGS9BP CCDC30 UBE2H ARAP1 TPCN1 ZDHHC17 FAM122A COMMD6 CHM H2AX CLN3 NHLRC3 KCTD21 NDUFA4 ALKBH2 BLOC1S3 CRYM-AS1 FAM47E JPT1 PNRC2 HMGB1 XPNPEP3 NIF3L1 TPK1 MRTFA TRAPPC4 H2AC13 H2AC11 NHLRC2 H2BU1 WDR5B ZNF398 SND1 ZNF785 FITM2 LRP10 ZNF786 ZNF860 HTT H3C4 HNRNPAB PIGN FAM118B ZNF181 INKA2 ZNF823 LEKR1 GRK6 HIBCH ZNF770 SZT2 QRICH1 STYX UBL5 TMEM116 SPRED2 WWP2 OGA TMA16 ARMH1 ZNF627 DDX39B MDM4 MTOR ARHGAP11A OSTC CIPC CAPZA2 DCLRE1A SMG5 SNORD18A VTRNA1-2 TDRKH-AS1 FKBPL STK19 DXO NEU1 CSNK2B GPANK1 PSORS1C1 DHX16 ABCF1 PRR3 GNL1 HLA-E TTC25 MZT1 PSMB10 CNEP1R1 LOH12CR2 RNPS1 DNAJC19 THUMPD3-AS1 MIR320A NUP62 MXD3 ARHGAP19 GAPDHP25 HEXA NDUFS3 RPS29 CENPBD1P1 GTF2H4 FBXO16 ARL16 C19orf38 FAM185BP STARD10 IFRD2 CDIPTOSP HNRNPUL2 RAD51AP2 FASTKD5 CROCCP2 AP4M1 AL441992.1 LGALS8-AS1 DNAJC27-AS1 SNED1-AS1 SBDSP1 FGD5-AS1 KCNIP2-AS1 SLC16A1-AS1 LENG8-AS1 RABGAP1L-DT SPAG5-AS1 LINC01132 RBM15-AS1 WEE2-AS1 MRPL45P2 LINC01715 PET100 TPI1P2 THAP7-AS1 CCDC192 LINC02541 SGO1-AS1 MCTS1 LINC00513 DDX39B-AS1 RPSAP31 HNRNPUL2-BSCL2 FAM83C-AS1 OLMALINC LINC02889 ZBTB22 NIFK-AS1 NDUFA6-DT RGL2 KIFC1 LINC00649 NCK1-DT AP001625.3 AC091390.3 STIM2-AS1 PPIL3 RN7SL521P ATP5PO PISD EIF6 SOX2-OT ZNF709 KCTD7 EFNA4 TIPARP-AS1 RPL30P11 RNF139-AS1 H2AZ1-DT NEAT1 BDNF-AS AC090515.2 AC116535.1 DIAPH1-AS1 AC096746.1 UBE2D3-AS1 DNM1P35 GPRC5D-AS1 MARS2 LRP4-AS1 SMIM31 HAUS5 HTT-AS PRELID3BP5 FLJ20021 MPV17L2 ANKHD1-EIF4EBP3 BRK1 HTD2 EID1 POLR2M AGAP2-AS1 ITFG2-AS1 C17orf100 LINC02313 SRP54-AS1 AL132639.2 TMC3-AS1 AC051619.4 AC025043.1 MIR762HG ZNRD2-AS1 HEXA-AS1 AC009065.4 AC036103.1 AC106779.1 AC005837.1 TMEM202-AS1 AC124068.2 NFE2L1-DT MIR3678 AC018521.5 GLUD1P2 ASB16-AS1 ILF3-DT ZNF56 AC002115.1 AC006262.1 IGFL2-AS1 AC005759.1 MAN1B1-DT RAB11B-AS1 ARHGAP19-SLIT1 AC009061.2 AC104109.2 TAF15 FAM47E-STBD1 LINC01023 BTF3-DT PPP4R3B-DT WDR5B-DT GAR1-DT DCP1A RBAK-RBAKDN PPP4R3B AATF H3C1 TYW1B H3C7 CISD3 H4C2 MRPL45 CCDC163 CFLAR PSMB1 JARID2 LARS2 QPCTL AQR BTN3A1 CDK13 PDE4A TUT7 PPP1R15A TGDS SIRT4 ANKRD24 UNC13D HIVEP1 ERH DMXL2 ITGB8 MAP3K8 PEX12 AREG PRR4 SH2B3 CHD4 CLINT1 POLR3G LGALS8 MXI1 UBL3 CDKN2C IKZF4 TUBA1B SNRPD2 ITPA FBXL12 DUT ZC3H4 ACLY BTF3L4 TAOK3 ARPC5L SAMD1 RGS16 OSBPL11 GIN1 DDX46 ACSL1 TMEM87B C8orf37 RAPGEF6 SLC37A1 PMF1 PRORSD1P RPRD2 CCDC127 ANAPC16 MTMR10 PBX3 PRR15L SRRM2 DDIT4 IRF2BP1 FOXA3 ZNF131 GLRX MEX3C ANXA2R ZBTB41 SAMD4B LINC02363 NGRN TMEM198B C12orf60 MRPL54 ZBTB3 MST1P2 PRR13P5 VMAC SPRY4 ZNF775 XRCC2 DCAF12 MIRLET7I SNORA21 RNU6-1301P SNORD16 RNU6-1276P RNU4-2 SRRM2-AS1 SNORD15A SNORD59A RNVU1-14 MIR638 TAS2R14 SNORD12 LINC01089 TTLL13P MIR933 LINC02832 RPL7P30 RPL7L1P8 PRH1 ITGA6-AS1 LINC01952 RN7SL688P AC009292.1 DRAIC RNU1-117P HOXA-AS3 RHOQP1 ZHX1-C8orf76 PMF1-BGLAP AC138627.1 SNORD84 MIR4999 MIR4519 MIR4512 SMC5-AS1 MIR4453HG AC008735.3 AL136162.1 IER3-AS1 ZNF2 H2BC9 ARNT2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ARNT2_TARGET_GENES GCLC NFYA CYP51A1 RBM6 REXO5 FARP2 PAF1 TRAPPC6A PSMB1 MPND VTA1 EEF1AKNMT CLCN6 RNF216 ERCC1 SLC25A39 NCDN RNF10 FAS CD44 MIPEP IFNGR1 VRK2 ABCF2 FUT8 PNKP PSMA4 CNTLN SNX29 SIKE1 TTC17 USE1 PKP2 NDC1 APPBP2 MED29 HAGH ANKS1A GNAI3 YBX1 THUMPD1 TTC7A IP6K2 MAST4 LRP6 AP3M2 DERL2 KLHL20 TPD52 PPP1R12B PCM1 CIC DDX1 SLC35C2 DELE1 ATP8B1 XPO1 SCAMP1 ACOX3 SRRT GMCL1 EDEM2 DYNLL1 RPLP0 MLF2 CDV3 OSGEP HNRNPC MFSD11 DHPS CDC7 OCEL1 MYO9B CATSPERG PSMD8 SLC35E4 PICK1 CENPM HMOX1 ASCC2 GSTZ1 ACIN1 TRIP11 APEX1 CHD8 TM9SF1 RAE1 TPD52L2 SLC52A3 NOP56 PGK1 RBM3 MRPS31 KPNA3 NUTF2 DNAJA3 EHD4 CEP152 DTWD1 INTS9 NBN DHDH GYS1 MAP4K1 VRK3 PLD3 YJU2 BBC3 NAPA PLA2G4C ELL SMG9 CFAP69 USP42 PSMA2 MRPL32 KDM4C CREB3 GBF1 SMC3 TRIM37 TUBD1 RPS6KB1 GOSR1 B9D1 LRRC59 ABCC3 PRKAR1A CLCN3 TRIM2 SC5D CEP164 PSMD9 COQ5 MVK ITFG2 CREBL2 NOP2 COPS7A LPCAT3 COX6A1 DSE FANCE SOD2 MRPL18 ZNF451 ASCC3 MED23 TBP MRPL2 PRPF4B HARS2 TENT4A HSPA9 CERT1 SKP1 ACTR8 RPL24 NCL RPS15 TTC31 AUP1 HTRA2 MRPL19 EHBP1 DCAF17 DNAJC16 MORN1 STXBP3 MRPS15 MYCL PRPF3 SYF2 RSRP1 SLC35A3 MTFR1L RPA2 ATP10B FBXL5 CCND2 RBM18 FCF1 BBOF1 DNAL1 AREL1 COQ6 SUPT7L ATAD2B MXI1 CAAP1 CD274 TCP1 SERP1 SOCS2 DESI2 ZSCAN20 POLK KLHL7 KBTBD4 MORF4L2 METTL8 MCEE MPHOSPH10 ABCC10 OARD1 ZNF391 POLR1B SLC25A23 ALKBH7 MED1 SDCBP2 PSMF1 EMG1 PCNX4 ZNF484 TSPAN8 DYRK2 PKMYT1 EMC6 TUBGCP6 LSM8 KNSTRN FXR2 ILF3 NGDN PARP2 ASH2L EXOSC2 PPAN ACSS2 ZNF428 GSE1 HAUS8 KIF3A ANKHD1 ZCCHC9 DNAJB1 ZSWIM4 CCT6B MRPL35 WBP2 NASP CPLANE2 CASP9 WDR74 C12orf29 ZFC3H1 MBD2 PRPF38B LDHA CDC73 CARS2 CCDC146 EHF ATP5MC2 TSPAN31 COQ10A AHI1 CCDC142 KCNK1 CEP350 SCYL2 VILL NUP42 CCM2 BRIP1 UGGT1 PSMB7 TRMO TLN1 KLC4 VARS2 C11orf1 HAUS2 ITPKA DBT FAM117B SLC49A4 TMOD3 HNRNPD SEC31A G3BP2 USO1 GSTCD INTS12 ETFBKMT VAMP1 POC1B NABP2 MYG1 WDR89 GCNT3 NEIL1 SCAMP2 POLG PMM2 BCAS3 SS18 WRAP53 TP53 CSNK1D CEP131 ZCCHC2 SAE1 CAPN10 ZNF473 FAM71E1 CTU1 KIAA0319L RGL1 TARS2 DUSP10 UBAP2L C1orf43 TTC13 GUK1 PLEKHA6 EXOC6B SFXN5 RALB RHBDD1 EIF2A EAF2 RPS3A ROPN1L MYO10 FBXL17 COMMD10 DDX46 G3BP1 RPL7L1 CCZ1B EPHA1 RPL10 ATP6V1B2 CCDC25 HMBOX1 PLPP5 NSD3 NAPRT AK3 AOPEP INIP MRRF SURF6 NRBF2 LIN7C HSD17B12 NPAT ATM B3GAT3 CHEK1 CNBD2 MRPL49 FAU ITGB1 HNMT ENKUR CACNA2D4 DCP1B C12orf45 KIN PARP8 AP1S3 SAR1B TRAPPC8 ING1 CC2D1B ENPP3 RABGEF1 SKA1 TRMT44 RNF20 SLC26A2 CARNMT1 DPY19L4 MTERF3 UBE2L6 SYN2 VPS26C RER1 WASF2 TMED4 NDUFS2 FBXW5 EFCAB14 IQCC C19orf47 ZNF394 ACOX1 SRSF2 EMC10 EIF4A1 PAQR4 SLC25A45 RPL29 OMA1 ARPC5 MEMO1 DUSP19 NIPAL1 HELQ MRPS18C TIPARP TTC14 SLC4A1AP FBXO8 CEP44 ARFIP1 WDR41 UBLCP1 CITED2 CDCA7L HNRNPK PGAP4 FBXO33 SKA3 ATP5F1C DDX21 CPSF2 HACD1 DEPDC4 DPCD NOLC1 FAM227B CUL5 MAPK7 MCM7 ZNF3 PCLAF TMEM170A VPS39 MRPL16 PPP2R3B GATAD2A RHEBL1 SERTAD3 TSR1 C19orf48 NDUFV1 MIS12 SRRM2 C2CD3 COA6 DNAJC21 HSPBAP1 RAB24 PRELID1 DTWD2 TIGD4 CNTROB TRAPPC1 TMEM192 PWWP2A GABARAP KRT8 HARS1 ATF7 NDUFA3 OSCAR TMEM126A ZNF581 ZBTB26 WIPF2 ENC1 ATF7IP RPS7 FRMD5 GNB2 AFF1 SP3 HECTD4 MRPL57 COMMD1 IQCB1 DAG1 DAB1 ARV1 THAP2 FKBP2 SCAI PLK3 XXYLT1 FBXO45 C12orf76 MSL2 CTDSP2 TMEM9B TMEM70 ZNF77 TOMM5 TMEM39A SGF29 RUFY1 C8G SEC24C MTHFR PUS1 TIMM22 ARIH2 SAMD12 ACAD9 IMPDH2 STAP2 SH2B1 PLEKHM3 PFAS TUFM RMI1 SELENOW EIF3K RRS1 SAMD4B EDC3 FUCA1 CALR C14orf119 ANKRD18A MCFD2 LRRC57 SLC25A42 TMEM102 LINC00471 TMEM259 NGRN RPS17 ACBD3 C16orf72 RABIF RUVBL2 CCDC125 NDUFB1 TMEM50A TBL3 IQGAP3 TOB2 C11orf72 TM2D3 CSF1 KRBA2 INTS5 RPS27L TEDC1 WDR53 THNSL1 NF2 HEXIM1 TRABD2A TSPYL4 RSBN1L NWD1 HYKK CYP51A1-AS1 ARID2 BLOC1S3 ZNF33A ZNF600 PNRC2 ZNF107 CD55 MAN2A2 ERI2 ABCB8 PIWIL2 MRPL21 RPS26 SGTB S100A6 SNHG12 SH3BGRL2 YTHDF2 CTR9 ZNF830 MIRLET7I VTRNA1-2 COX20 C6orf99 PHACTR4 STK19 DXO MSH5 PPP1R11 RACK1 ZBTB48 FAM201A SDHAF1 RNU6-2 HEXA NDUFS3 GTF2H4 MDP1 MYCBP APTR FAM185BP PPME1 IFRD2 PHB2 NEURL4 MSMP AP4M1 LINC01465 RNU2-2P ENTPD3-AS1 LINC01623 TMEM191A LINC02851 ITGB1-DT MAST4-AS1 MIR194-2HG GTF2IRD1P1 KLHL7-DT LINC00271 MORF4L2-AS1 MANCR COA6-AS1 VIPR1-AS1 SNHG15 MIPEPP3 NPIPB2 FAM83C-AS1 FAM200B ALKBH6 RN7SL346P LINC00886 EIF6 PPAN-P2RY11 TIPARP-AS1 RPL30P11 LINC02453 BDNF-AS DRAIC SEPTIN7P14 RRS1-AS1 CKMT2-AS1 NRAV FMN1 MRPS31P4 TMEM9B-AS1 ANKHD1-EIF4EBP3 MSH5-SAPCD1 FDXACB1 PXN-AS1 TEN1 ITFG2-AS1 AL157911.1 AL139021.2 AC011921.1 HEXA-AS1 AC036103.1 TEN1-CDK3 AC124068.2 CORO7 RN7SL774P SNORD95 SEPTIN4-AS1 H3P41 LINC01970 ILF3-DT ATF7-NPFF AC002116.2 AL118506.1 LINC02427 HNRNPD-DT MIR6853 SNORA16A MIR4734 MIR5787 RPPH1 MRM1 H4C1 H4C2 GTF2IP12 MIR4521 HES4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HES4_TARGET_GENES LASP1 RALA CDKL3 CRAMP1 MPND HEATR5B RPS20 SPRTN CLCN6 AKAP8L ERCC1 HEBP1 COX15 ZDHHC6 RNH1 CAPG RAD51 THRAP3 TBC1D22A CTDP1 GPBP1 HAGH TNPO3 PMS1 WDR3 PDE4A GOLGA5 PRR11 LRP6 OSBPL3 STK10 FBXW11 ENO1 TIPIN NUP37 SLC25A3 UNG KLHL20 PPP1R12B SIRT6 DNM2 SRCAP ATP8B1 TNPO1 TXLNA RBM22 PSMC5 RTRAF AURKA CNOT3 PTPN4 ANAPC5 SPG21 SEC22C CDC6 TBC1D2 ZNF184 TMED1 MZF1 RPL3 ZMAT5 TXN2 CDKN3 ATP6V1D LGMN PABPN1 PROCR IFT52 CSTF1 SLC52A3 TLDC2 CAB39L MGRN1 TMEM87A GABPB1 UBE2W HNRNPL STX10 C19orf44 RPS16 YJU2 NOP53 TYK2 SYNGR4 PPP2R1A PRPF31 TFPT H2AZ2 SSBP1 MOSPD3 USP42 PLOD3 ZNHIT1 CHCHD3 PLGRKT ABHD17B TRDMT1 LZTS2 PSMD3 RAD51C PNPO NUP88 FTSJ3 DCUN1D4 SH3D19 LPXN IL23A LTA4H PRR4 LTBR LPCAT3 RIC8B TMEM14C SOD2 MRPL18 MED23 MRPS27 APBB3 IK CERT1 POLR3G RAD1 PPP2CA C5orf15 TTC33 CSNK1A1 HMGXB3 HEMK1 NCL SF3B6 MPV17 PPM1G RPS15 PCGF1 RTN4 STAT1 COQ10B CHMP3 DNAJC16 PARK7 S100PBP SWT1 MRPS15 EXOC8 CDC20 SLC35A3 STX12 USP35 CCND2 CYP20A1 UBE2B COQ6 CUTC KCNIP2 ACAT2 UFM1 ETF1 TARDBP TEX14 PLBD1 PYROXD1 TRMT1L LIAS POLK MTERF4 KLHL7 DDX39A STIL AMD1 NAGK AHNAK BBS2 SLC25A35 TNFSF9 ATG4C TRIP10 GPR108 FOSB PCNX4 CANX UBR4 ORMDL1 ELL3 RPAIN FXR2 ILF3 TOMM40 RPL36 GTPBP3 ATP5IF1 CLIP1 PPAN DNMT1 RBM39 PRR7 NDUFA2 UBE2D2 WBP2 AP3B1 CASP9 HSD17B4 EIF2S1 TMEM106C YWHAQ NARS1 YARS1 TMEM165 ERCC5 CARS2 WDR36 CDK4 PAN2 ZC3H10 C2orf49 SETDB2 NUP42 HUS1 TTC5 EPRS1 CCDC115 IMP4 UGGT1 DPM2 DERL1 TFAP2A VARS2 SELENOI GSTCD INTS12 VAMP1 MYG1 ESYT1 TMX1 WDR89 ZSCAN29 NCOA2 NEIL1 ARRDC4 SCAMP2 UNC45A MCTP2 IQGAP1 TPGS1 FEM1A MVB12A SAE1 C1orf216 WDTC1 PSMA5 MPC2 DCAF6 RRNAD1 ISG20L2 ZNF687 TARS2 ANP32E UBAP2L C1orf43 ZNF514 EXOC6B SFXN5 EIF2B5 RPS3A FBXL17 TNFAIP8 DDX46 G3BP1 PPP1R18 SLC12A9 LUC7L2 CHMP7 MIGA2 POLR3A DNAJB12 EEF1AKMT1 C2orf50 TMEM18 VPS26B NCAPD3 VTI1A CENPJ SH2D6 HOMER1 DNAI4 CAST CETN3 NR4A2 CHD1 ENPP3 MIA3 CXXC1 SLC7A7 C9orf85 VPS37A N6AMT1 CCT8 EEF1A1 ZDHHC5 ZNF689 FBRS BRPF1 PTPDC1 WASF2 MED8 ZYX RSPH1 SLC37A1 UBE2Q1 PMF1 IER2 TMEM143 LARP4 TAF6L RBBP4 IER5 PPP1R21 TYW5 MAIP1 ARL5A NUP35 COQ8A IWS1 AZI2 STT3B SGO2 PRKCI RPL9 RPP14 LZTFL1 RNF123 MON1A POC1A PRMT9 PGGT1B NSA2 GFM2 TRA2A SP8 MYORG ZHX1 STOML2 ARF6 KBTBD6 ZNF202 CUL5 WBP1L USP54 MCM7 IQCD HSP90B1 BLCAP STAT6 AKTIP PHB DOLPP1 CDK12 ZNF23 KLHL26 GATAD2A LENG8 WDR81 HSD11B1L ATXN2L POLR3D AHCYL1 GFM1 FEM1B SPNS1 ADPRM RNF34 RPS9 MRPL36 ATF7IP MLLT3 RRM2 RPS21 DRC3 MTBP MRPL13 POP7 MRPL52 ANKRD13D KAT5 ZNRD2 MST1 ADGRF3 CHD2 JUP ENDOV ZNF791 DDX23 ZWILCH RPL4 SNAPC5 MSL2 NDUFA11 MICOS13 VCPIP1 TRAF6 BANF1 EIF1AD LINC00476 TOM1L2 ZNF77 LYSMD3 MBLAC2 SLC35A4 ZBTB8OS RBIS EFCAB5 MTHFR ANO6 ARIH2 PIDD1 RPLP2 STAP2 PER1 TRNAU1AP FAHD1 H2AC6 H2BC4 SLC25A42 NPM1 H2AW MRPS23 ERCC6L2 ZSCAN22 SKA2 LINC01006 ARHGEF37 CCDC125 TBK1 UQCR10 SERINC4 CA13 NSMCE3 PARPBP PBX1 LAMP1 CDIN1 ZNF501 TMEM222 MIR22HG ZFP91 ZNF397 TPCN1 IFT140 ZNF490 HYKK H2AX SRSF10 KCTD21 JPT1 C15orf61 BLOC1S2 TUBB SUPT5H IARS1 ZNF774 GDAP2 MRTFA H2BU1 EOLA2 PSMD12 SZT2 TMA16 CNOT7 CIPC ZFP2 NAGA STK19 DXO BAG6 SLC35B4 TTC23L ZCWPW2 MIR320A CENPBD1P1 GTF2H4 AP1G2 GANC TTC41P MSMP FAM228B C6orf226 AP4M1 VPS52 HMGB3P22 LENG8-AS1 WEE2-AS1 TPI1P2 KLHL7-DT ENO1-AS1 RPS18 ZNF687-AS1 LINC01952 SP2-AS1 ID2-AS1 LINC00894 SLC12A9-AS1 DNAJC9-AS1 UNC5B-AS1 AP001625.3 COX19 HYPK PPAN-P2RY11 GABPB1-AS1 MRPS31P4 CERNA3 MPV17L2 ZFP91-CNTF HTD2 AGAP2-AS1 AP001160.1 FNTB AL157911.1 IQCH-AS1 MIR762HG ZNRD2-AS1 AL118516.1 AC026462.3 DOCK9-DT AC106779.1 RNF213-AS1 MIR4519 ILF3-DT CALR3 LINC02427 TTC23L-AS1 PPP1R21-DT EIF2B5-DT ZNF2 AATF H4C5 AL354696.2 FUCA2 PPP5C RNF14 CDK13 DOCK9 ANKRD24 PPIL2 PPP1R13L CCDC114 ITGB8 GLI1 BRIX1 ID2 ATAD2B GOT1 TCP1 GOT2 DYRK2 ZC3H4 PTCD3 MRPL35 TUBGCP4 TMEM177 NDUFS6 POC5 RPRD2 HNF4G RAG1 RHEBL1 SMIM4 CLSTN1 SPRYD4 SAMD4B HTR7P1 TMEM179B VMAC NBR1 PNRC2 XRCC2 SNHG17 TTC30A MIRLET7I RN7SKP134 MIR638 C19orf38 RNU2-17P RPL7L1P8 EMC1-AS1 DLEU2 PRH1 SNORD54 SRD5A3-AS1 AC093510.1 ZHX1-C8orf76 PMF1-BGLAP SNORD43 MIR3912 MIR4512 AC104109.2 KMT2B RNU6-92P C2orf49-DT ZNF532_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF532_TARGET_GENES GCLM NSUN2 RIOK2 DZANK1 PES1 PHF5A ACO2 TAF6 SEC61B GOSR2 SUDS3 WASF1 HSPA9 PNO1 TSNAX ALG2 RPL21 NUP85 SNRPB POLR3F MRPL44 SMC2 CNPY3 DBT PREPL DTNB TMEM91 CAMKMT CDCA7 RPL32 TBCK SRD5A1 UPF2 NUP205 EPB41 AIMP1 NSMF BLCAP CNPY4 ATP5MG C19orf48 RNF187 CDC40 CTBP2 NDUFA4 OSTC BAG6 DCTN1 WDR92 RPL32P3 HOXB7 ADAMTS7P3 AC005670.1 RPL17 TSNAX-DISC1 LINC02340 NOX4 FARSB FGD3 EGLN3 SNORD58A RPL17-C18orf32 FABP6-AS1 PRKG2-AS1 SNORD58B METTL14_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/METTL14_TARGET_GENES CFTR BAIAP3 SPAG9 NCAPD2 NRXN3 IKZF2 STAU2 VMP1 MYO9A SMG6 CLASP1 CELSR1 DLG1 TNRC6C MEF2C CPNE3 NFX1 GNAS CRLS1 SIRT1 GCAT CCDC198 DHRS2 PGK1 ARHGEF7 LONP2 BABAM1 TFAM UBE4A CLEC4A TRIM38 SENP6 CLK4 INO80B MFSD1 LDAH ZC2HC1C ATAD2B TGFBI CPXM2 WWP1 EVI2A POR JUND VPS13B USPL1 TSHB DHX34 KLF4 PLCE1 RAP1GDS1 BRCA2 LRIG1 CENPC CAMK2D METTL14 GLRA1 PNRC1 ATM RGS18 SLC7A11 EEF1A1 BUB1B HTR5A RUNX1 PSMD4 ZYX PDXK NLRP4 FGFR4 SQSTM1 DNAJB4 C1orf74 XIRP2 LYSMD1 SCNM1 CCNL1 EGFLAM TLR3 DLC1 CCDC110 CDKN2AIP SH3TC2 MRPL1 PTK2 PYM1 ALK MCC ENC1 ARNT2 MUC13 TLR10 MIR7-3HG KCNJ10 OR6B3 PCBP1-AS1 BHLHA15 GLTPD2 LAMP1 DEFB128 GABRA5 CMC1 EYS OR13D3P HMGB1 CPLANE1 YTHDF2 MIRLET7D RNU6-896P RNU5A-1 RNU6-1163P PDCD4-AS1 SLC44A4 LY6G5C RNU6-643P RNVU1-30 RNVU1-15 RNVU1-14 MIR7-3 MIR626 TRAV13-2 FBXO16 CPEB1 GPR33 NDUFB4P4 RPL5P21 RNA5SP60 SLC8A1-AS1 HMGB3P8 LINC01132 SNAP25-AS1 ANKRD66 LINC01719 DPYD-AS2 SCAT8 LINC01304 PKN2-AS1 AL391832.2 GET4 NSUN6 LINC00877 AP5Z1 ATP6V1G1P6 STX16-NPEPL1 CTSO CPEB1-AS1 SNORA70D MIR3188 AL353135.1 INO80B-WBP1 RNVU1-19 MIR6865 H4C2 MCM8-AS1 METTL14-DT UBN1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/UBN1_TARGET_GENES SCYL3 STPG1 NIPAL3 ANKIB1 KRIT1 RAD52 HECW1 MAD1L1 AK2 KDM1A ST7 CDC27 HCCS SLC25A5 MCUB MEOX1 FAM214B GCFC2 FBXL3 ITGA3 ETV1 DBF4 IFRD1 ADIPOR2 ST7L PAX6 E2F2 PSMB1 CDKL5 CDK11A SS18L2 FAM76A VTA1 STARD3NL NCAPD2 BTK NME1-NME2 PTBP1 PLAUR WIZ ERCC1 ELOVL5 CALCOCO1 MATR3 GLT8D1 ATP2C1 AQR ZNF839 GRAMD1B RB1CC1 DERA STRAP DEPDC1 VIM FAS AGPAT4 MIPEP VRK2 TFB1M SARS1 ZCCHC8 ATP6V0A1 PEX3 ADSS2 TBC1D23 CUL3 ZZZ3 NSUN2 MFAP3 MAT2B RAI14 SPDL1 LSG1 PARP3 TNC THAP3 MED17 RETSAT CUL7 CTNNA1 WDR37 YTHDC2 CP MAP4 TSPAN17 RRM2B ADAMTS6 LTBP1 JKAMP FAM160A2 RAD51 SIKE1 RRP12 FOXC1 FAM114A2 PUM2 HPF1 ZNF280C RC3H2 DCBLD2 PRDM1 ATG5 USP13 PPP1R12A POLR3E ZC3H11A RIOK2 DNAJC25 CCAR1 ACAA1 SPAG4 MRPS35 ZNF112 MRPS24 VMP1 POLD1 CASP8 SBNO2 TAF11 PKN2 GLP2R DGKA ADAT1 PPP2R5A SMARCD1 POLR1H LRRC40 TRMT11 MSANTD3 PLPP1 TNFRSF1A PKM DNTTIP2 RRP15 DHX8 PMS2P4 RASSF1 LAPTM4A SRBD1 RAB27A SLC44A1 MNT ATP2B1 CPSF1 P4HA2 NFATC3 SDHA CLASP1 CLNS1A EED SLC24A1 ENO1 TUBE1 TIPIN SEMA3C BCAP29 KIFAP3 BAZ2A SPAG5 MAP2K7 USP33 UBE2K SAR1A EPB41L2 RIMS1 RIF1 SESN1 PUM3 RSBN1 DUSP12 HSPB11 WDR70 BZW1 C5orf22 GEMIN5 TNPO1 PLOD1 DIS3 PIBF1 TDRD3 SLC27A5 RAB10 WDR47 CHMP5 EPDR1 RBM22 ZFAND6 FTL BAX PIGS ERGIC2 ALG6 EDEM2 TPX2 TGDS DYNLL1 SNX5 ANAPC5 MLF2 DDX24 ZBTB25 SPG21 LAMB1 DLD ZC3HC1 CCDC80 RNF31 HECTD1 SUPT16H TOX4 GEMIN2 MYL6 NUP50 SEC22C XYLB DHPS PSMD5 SH2D3C NANS CREM ZNF184 SIRT1 JAK2 ABL1 NRP1 PALMD MTAP CRKL BCL2L13 TOMM22 TIMP3 THOC5 RBFOX2 TAB1 MYH9 KIAA0930 PSMC6 CEP128 PSMC1 C14orf93 ACIN1 ARHGAP5 SRP54 PSMA6 NFKBIA PSME2 NFATC4 PLTP UQCC1 AHCY SMAD7 TBL1X POLA1 STAG2 GABRE NDFIP2 FNDC3A CAB39L DNAJC3 MGRN1 LYRM1 CYB5B EEF2K GSPT1 HMOX2 CCP110 VPS35L TTC23 TMEM87A CEP152 DTWD1 BMF BLOC1S6 BRF2 RIPK2 NBN UBR5 MTMR9 GSR PPP2CB GYS1 DKKL1 STX10 SLC1A5 CCDC9 HNRNPUL1 CARD8 LIG1 RAB3A ELL NAMPT CAV1 BRAT1 SSBP1 NOD1 WASL LSM5 RPA3 PHF14 ZNF862 CHCHD3 GLI3 STAG3L4 PRKAG2 BCL7B LHX2 MEGF9 TGFBR1 CDC37L1 KDM4C CREB3 MPDZ DDX58 BAG1 NSMCE4A PPP3CB ACTA2 LIPA CPEB3 SHOC2 DNAJC12 PBLD CASC3 TUBD1 RPS6KB1 INTS2 ENO3 ALDH3A1 SMARCD2 ABCC3 TNFAIP1 IFT20 TMEM33 UBE2D3 NDUFC1 GAB1 CPE GAR1 FRG1 CLCN3 SEPSECS STIM2 RAPGEF2 UGDH FNBP4 PRPF19 TRIM3 UPK2 COMMD9 NAA40 PITPNM1 RPS13 PPFIBP1 CAPRIN2 CSRNP2 MGP RERGL RAB5B NUP107 MRPL51 GNPTAB C12orf57 C2CD5 COX6A1 SRSF9 COL12A1 TDP2 ASF1A MAN1A1 NCOA7 MAPK14 MRPL18 MDN1 ZNF451 ACOT13 C6orf62 EYA4 SNX3 COX7A2 TMEM30A PRPF4B LAMA4 MAN2A1 LOX FAF2 CLK4 MSH3 CCNG1 DROSHA ARRDC3 NPR3 FAM172A PDE4D SKP1 C5orf15 LIFR SEC24A TCERG1 SMAD5 BNIP1 STC2 CPEB4 OGG1 SLC25A36 WNT5A HES1 ACAP2 CBLB IFT57 RRP9 SPCS1 NEK4 ACTR1B TANC1 EIF2B4 PSMD14 SNX17 ASB3 SPTBN1 RTN4 CCDC88A STAT1 GLS ELMOD3 IGFBP5 CCT4 KDM3A PLCD4 IL1R1 CNPPD1 TAF1B BIRC6 GORASP2 SRSF7 SOS1 C2orf42 NFE2L2 PLEKHA3 BCL9 SCP2 TCEANC2 TMEM59 LRRC42 SRSF4 CAPZA1 S100PBP GON4L DNAJC6 GADD45A ZBTB17 GNPAT RBBP5 ID3 CD46 P3H1 SLC2A1 IPO13 PRDX1 TSPAN1 F3 DPH5 RSRP1 RCOR3 RPS6KA1 RPA2 ESYT2 PHF3 PLAGL1 SGK1 FBXL5 MYL12B EEF2KMT GTF3C3 PTPA CNTRL PHF19 YLPM1 DLST ATL2 MXI1 SMNDC1 AVPI1 PANK3 CAAP1 NUP43 PCMT1 TCP1 EPC1 FAM53C SERP1 GLT8D2 CLU RDH10 DESI2 CAT KHDRBS1 PIK3CA GPSM2 RBBP6 ZC3H7A SERAC1 ARL4A CALD1 AKR1D1 EGR2 P4HA1 SPRYD7 ZC3H13 ATG101 TUBA1B METTL8 KCNJ2 PLA2G12A PFKFB2 CKS2 SLPI NCOA3 VAPB ZNFX1 STX16 ZNF45 WRNIP1 XPO5 PEX6 H2BC11 NUP153 AHNAK MT2A GOT2 DMAC2L FAM193A MSTO1 PPP1R12C SLC2A4RG POLR1B ATG4C RTN2 SYMPK DTD1 MGME1 ZNF436 RALY DYNLRB1 CEP250 PCID2 IFI6 PCNX4 L3HYPDH IPPK ATP13A4 TSPAN8 EPS15L1 MACF1 TNFRSF19 PTPN12 PMS2P3 SRD5A3 EMC4 SPECC1 ATP6V1F CDHR3 KLHDC10 EIF2AK4 KNSTRN COPB1 PSMA1 CDKN2D RAB2B MIS18BP1 TTI2 RPL36 GTPBP3 RSPH3 IQCN LSM4 TRIM28 MED18 HIP1R POLN COX4I1 EMC8 SH3BGRL CAP1 HACL1 SLC6A6 RPL27 ACLY RARA CHD1L SNRPA1 THAP1 TRIM5 IMMT CLUH MYBBP1A UBE2G1 UTP3 WBP2 H3-3B TRIM47 VPS13B NIP7 BTBD3 SYT11 SERINC3 PPP1R3D AP3B1 ZMYM5 USPL1 SBF2 COX16 MBD2 MRPS36 DPH6 GSTM3 VAV3 TRIM45 SLC38A2 PLEKHA8P1 LDHA IL6ST CRB1 RPS15A RELCH CCNH EMP1 DDB2 YARS1 TIMM10 FADS2 TMEM258 ARGLU1 CARS2 TMED7 NREP ANXA1 PSAT1 RINT1 TES EPHA7 MAP3K7 PHF21A ATP5MC2 TFCP2 ZC3H10 SEMA4F CEP350 MRPL44 EIF4E2 COX5B TBC1D4 MED4 SETDB2 IGF2BP3 GPNMB RAC1 DBNL NMT1 EPRS1 VPS45 KCTD3 UGGT1 STAM ECPAS SMC2 CDK5RAP2 ZFP37 TLR4 ZNF189 MRPL50 TSTD2 RABEPK NCBP1 TLN1 ALDH1B1 HINT2 ARHGEF39 CNPY3 PPIL1 CMTR1 TFAP2A YIPF3 MDC1 NRM VARS2 CPEB2 NUMA1 RAB30 CREBZF NARS2 RDX THBS1 NDUFAF1 HAUS2 RSL24D1 GIPC2 ACTR1A STAMBPL1 PLCE1 DNAJC13 ASCC1 ATIC BARD1 SSB IDH1 OLA1 USP8 SECISBP2L INTS14 FAM13A AP1AR COPS4 BBS7 LARP1B G3BP2 USO1 SHROOM3 SLC39A8 GABARAPL1 FGD4 ALG10 SINHCAF ETFBKMT SCAF11 LRIG3 TMEM19 TDG SDSL NUP58 NABP2 CSAD LMBR1L ESYT1 ZNF740 ABHD13 TMX1 STON2 WDR61 BBS4 POLG IQGAP1 SEC11A DHX38 TXNL4B TOB1 SSH2 ABCA8 CLTC PTRH2 SS18 IMPA2 GAREM1 MAPK4 MVB12A TMEM91 CAPN10 ZNF787 RPS11 RERE RPL11 KIF2C TIPRL MPC2 RGL1 SF3B4 ANP32E EIF2D TP53BP2 RAB13 SNAPIN UBAP2L C1orf43 ILF2 NVL SDE2 EPHX1 GALM CHAC2 TPRKB TMEM177 POLR2D GULP1 RBMS3 ACKR2 ARL6IP5 TMF1 ABHD10 EIF2A NICN1 SPATA5 RPS3A SRD5A1 MYO10 RPL37 RASA1 GIN1 PPIP5K2 YIPF5 RNF145 FBXO38 GFOD1 PRIM2 PHIP PNRC1 ARHGAP18 RBAK CREB5 ATXN7L1 TRIM4 TMEM209 NCAPG2 LUC7L2 TMEM47 ZNF41 CCDC25 CHMP7 GOLGA7 MRPS28 RPL7 SYBU LRP12 POLR2K UHRF2 NFIB CDKN2B UGCG GSN WDR31 ASB6 SLC25A25 SH3GLB2 HERC4 LRRC27 PDCD11 ADM TUT1 SESN3 CCDC82 INTS4 PAK1 FADS1 JPH2 YTHDF1 TAOK2 MIA2 IL18 DHX37 ITPR1 SLC7A11 CACNA2D4 TMEM263 ANK3 SLC2A13 AKAP6 MBIP MIPOL1 EPS8 ACAD8 THYN1 ANKAR CENPU AMN1 DST RABGAP1L PTPN14 HSPB8 GEMIN6 OBI1 SH2D6 TADA1 RASGRP3 SAR1B GGPS1 ZNF117 MED21 PLOD2 CETN3 HNRNPU RBMS1 NMRAL1 ADPRHL1 JAZF1 CACNA2D1 SEMA3D AK5 PITPNC1 CEP112 ENAH XPC PPP4R1 USP43 TTC39B TRMT44 SLC16A1 SETD9 RBM45 RNF20 SLC26A2 GRIP1 CARNMT1 MIDEAS ADAMTS3 SH3RF2 PTDSS1 TYSND1 NTAN1 CLDN12 VPS26C BRAF HPD CDC25C H4C8 MITD1 EIF5B AHCYL2 EMSY DUSP23 DEDD CDA CSRP1 MORC3 STARD9 ATP6V0D1 BSDC1 G6PD SHC1 ANO10 GBAP1 CCDC12 GPATCH4 IER2 VPS28 AQP5 LBHD1 PARS2 KLHL21 LZIC SYNC FAAP20 NFIA FUBP1 DNAJB4 SNX7 AKNAD1 ARPC5 B3GALNT2 MRPL55 TYW5 MAIP1 DUSP19 NUP35 NOSTRIN PDLIM5 CTSS LYSMD1 SCNM1 S100A11 CCNYL1 LRRC58 IGFBP7 ANKZF1 SPICE1 GMPS SLMAP SMIM14 RYK ZMYM6 UBXN7 RNF168 C1orf50 SLC9B1 CDC25A APEH INTU HSPA4L POC1A HMGB2 SAP30 NAA15 FAM160A1 RANBP3L AGGF1 GPX8 RICTOR EBF1 NSA2 GFM2 CCDC127 GDF9 UQCRQ TNFRSF11B ORC5 SUN1 FAM86FP FMC1 ALDH7A1 YWHAZ MYORG METTL2B KIF27 PGAP4 NOL6 BRWD3 FBXO33 ZCCHC24 REEP3 PCF11 SNAPC4 ZFYVE1 SLC39A13 IFI27L1 TAF1D AMOTL1 SPRED1 GPT2 BTRC NOLC1 FRS2 FAM227B WBP1L TAF10 RAG1 DENND2B AKIP1 TMEM41B ZNF143 MAPK7 C18orf54 MRPL16 FBXO22 ZNF668 ZNF646 VKORC1 KLHL26 ANKRD11 PROCA1 RPL13 CACNB3 TUBA1A C19orf33 HSD11B1L C19orf48 TMEM68 ECI1 RPSA KIAA1586 SETD5 MAPK1IP1L TTC39C DNAJC7 COA6 H1-4 MPLKIP CMAHP FEN1 COL3A1 STAT3 ADAM9 ZNF30 AHCYL1 DNAJC21 SNTB2 GFM1 ANKRD49 PPIC MFF ZBBX VXN ZBTB43 CD2BP2 CA5B HSPB3 MRPL1 SLC33A1 CRADD PTK2 CXCL8 SCN9A SDC2 TM2D2 CLIC4 ASPSCR1 FASN MT1E BTD ROBO1 OTUD3 ZNF764 ZNF35 SIK2 PWWP2A ZNF282 GLB1 UBB PYM1 PA2G4 RNF34 POLH GPR37 PPM1D RPS9 TSEN34 NUDT6 PRKCE TMEM126A JUNB PGAM1 PDE7B MCC ZBTB26 POLR1C LRRC8D RXFP1 CXXC5 ATF7IP TLN2 ZNF217 DRC3 MALT1 ZNF131 DPAGT1 BSG TP53RK GNB2 GNG12 ANKRD13D KDM2A ADCK5 NOC3L ESRRA RAPH1 CKS1B GLRX SYT12 GPR137 RNASE11 SMARCC1 CHD2 NMNAT1 EIF1AX ATP5MD TLR1 TLR6 FAM174A ZDHHC24 ZNHIT2 STAG3L3 RALGAPA1 LIG4 STARD6 DENND4A ZNF266 RPL15 PDE12 RSRC1 RAB1B MICOS13 TRAF6 HIGD2B CENPS SART1 MCTP1 CLCF1 RAB6A FOSL1 SUGCT TOM1L2 TOMM5 PLEKHF2 DLEU1 KCMF1 LRRC37A3 FIBIN FBXO46 SLC38A9 ANO6 CHD9 MAN1B1 DLGAP1-AS1 MAGEF1 ZFAS1 TGIF1 C18orf32 GBA CASC2 IL17RA AGTRAP NDUFV2 SPINK6 ZNF223 COX14 NSUN3 DHFR2 PFAS AURKB RRS1 TMTC2 HES7 SAMD4B GADD45GIP1 ARID3B ELMOD2 GPC5 HTR1D CDC42EP4 C14orf119 DCTPP1 TRNAU1AP YOD1 CMTR2 LRRC57 BBS12 HIGD1A DHTKD1 DDX60L RNF135 ZBTB20 RELL1 TNRC18 CREB3L2 SYNM C1S NPLOC4 TSKU ANXA2 CEP57L1 RUVBL2 DDX41 JRKL CCDC159 SF3A3 GUSBP1 TMEM50A KCTD16 TOB2 KMT5A PTP4A2 LRTOMT PGP PDE4B EIF4ENIF1 OSBP2 ZBTB7C APOO KIAA0825 MRPL30 ZSWIM9 PMEL MYBL1 DRG1 ZNF696 ARL17A CCDC190 TRIM69 ANKRD46 BTN3A2 PCLO NF2 LYRM7 GPR141 RPS19BP1 MT1X TAF9B ZNF286A EXD3 FANCM NWD1 GPR89B TMPPE LINC00265 DCUN1D3 HYKK PLSCR1 BLOC1S5 CFAP54 SUMO2 NOXA1 ZNF548 ADAT2 ZNF527 PAX8-AS1 PNRC2 HMGB1 IL1RAP ZNF250 S100A4 FAM217B NIF3L1 ZNF34 MYL6B AFAP1 MAN2A2 LAMA2 S100A2 H2AC11 LAMB3 ZNF252P PDLIM7 SRGAP1 PCBP2 SND1 ZNF785 MIRLET7BHG SLC22A4 BLM ZNF517 IPP SPTAN1 S100A10 ZNF81 ZNF780A NKIRAS1 MBP C1orf122 SNHG12 ZNF335 MARCHF5 SFI1 TOR4A ZNF770 HMGN5 HSD17B11 QRICH1 RPL23A ASPH TPM2 YTHDF2 ARMH1 C6orf89 TUSC1 CTR9 ALPK2 INPP5F SELENOM OPA1 SMC5 TOP1 PRC1 SNORD104 RNU5B-1 VTRNA1-2 FAM229B ZYG11A CT83 PHACTR4 LRRC37A5P TXNDC8 DAXX HSPA1B LSM2 C6orf47 DHX16 PPP1R11 ZNRD1ASP RACK1 TTC25 FBXO47 C12orf73 C11orf91 ADGRG1 KLRC2 HACD2 ANKRD28 RNU6-1 RNVU1-30 DIO2 MIR759 TRAJ27 COG8 SIPA1 ERV3-1 FIRRE GTF2H4 DDX47 PPM1N GANC HAUS3 LINC02085 BBIP1 EVPLL AC141586.1 DHRS4-AS1 MIR99AHG CCDC7 H2AC10P NBPF1 UMAD1 PPP3CB-AS1 PPP3R1 TIGD1 RNU6-554P EXOSC6 LINC01014 MIR181A2HG DNAJC27-AS1 SLC25A5-AS1 GAS1RR LINC02608 NUP50-DT SLC16A1-AS1 FOCAD-AS1 RABGAP1L-DT SPAG5-AS1 LINC01714 LINC00111 UQCRBP2 HCG20 FALEC C2orf92 DHFR WEE2-AS1 MRPL45P2 MIR4500HG AC076966.2 VIM-AS1 SNHG31 AJ009632.2 TOB1-AS1 CT70 ITPR1-DT DLEU2 IDH1-AS1 NDFIP2-AS1 SMIM26 LINC02777 HCG25 NKAPP1 LINC00513 ZMYND10-AS1 LINC02331 LINC01828 CPB2-AS1 RBMS3-AS3 SCN1A-AS1 LINC02888 SCAT8 MFF-DT LINC01010 CREB3L2-AS1 LINC01358 AL359710.1 LINC01409 FAM200B LINC00649 CASTOR1 MYLK-AS1 NME1 ADSL PPIL3 RN7SL346P YAE1 RPL36A ARPC1A ATP5PO DENND6A-DT PRR34-AS1 STAG3L5P LINC00882 FLNC-AS1 MRPL33 DUBR DNAJC25-GNG10 UBE2V1 AP000787.1 FRG1-DT LINC02226 LINC02202 RAD51-AS1 RAB30-DT RRS1-AS1 UBR5-AS1 UBE2D3-AS1 PICART1 AC011346.1 AC090061.1 DNAJC3-DT MIR4458HG CPEB2-DT DPH6-DT ACTN3 LINC02265 UGDH-AS1 CASC11 LINC01091 PALLD-AS1 PDCD6 LINC02223 MGC32805 AC244502.1 AF117829.1 HOXC-AS3 TMED7-TICAM2 CENPS-CORT FAM160A1-DT PRELID3BP5 RNU7-11P AC034243.1 OSGEPL1-AS1 VPS13B-DT AC103760.1 SUGT1P4 SUGT1P4-STRA6LP STX16-NPEPL1 SUGT1P4-STRA6LP-CCDC180 AP003119.2 AC005324.3 MIR100HG AP001107.9 AC093510.1 PRECSIT GABARAPL1-AS1 ZNF225 RPL36A-HNRNPH2 AC025154.2 AL157911.1 LINC02274 SRP54-AS1 TUBB3 BLOC1S5-TXNDC5 USP3-AS1 AC010478.1 CRTC3-AS1 MIR762HG CD2BP2-DT AC109347.1 WFDC21P AC124068.2 AC079341.1 LINC01686 DLGAP1-AS2 AC005696.1 SRSF8 NBPF11 MIR4425 MIR4470 C1QTNF1-AS1 SEC22B TXNIP MIR4519 AP002478.1 SNHG25 AC243964.3 PARD6G-AS1 KCNJ2-AS1 AC009005.1 SMC5-AS1 AC132192.2 AC005759.1 MAN1B1-DT IKBKG AC009061.2 DUXAP11 ZNF30-AS1 AL031055.1 AL353135.1 GTF2H5 NFYC-AS1 NUDT3 STAG3L5P-PVRIG2P-PILRB GAR1-DT SAP30-DT DCP1A RBAK-RBAKDN CDC37L1-DT MIR6853 H2BC6 TADA2A PIP4K2B H4C5 RNVU1-4 CISD3 ACACA H2BC10 MRPL45 PAGR1 HELLPAR SEPSECS-AS1 FRG1CP MIR5087 ZC3H3 TOMM34 ATP6V1H ARID4B YBX3 NEDD4 DAPP1 SLC25A40 MKRN2 TRAF4 ERC1 NCOA1 CD82 MTMR2 ARHGAP28 RFFL POLDIP3 KHNYN FKBP3 ADNP RPRD1B VAC14 ESRP2 COTL1 TGFB1 HBP1 SP4 TSPAN12 TMEM106B PSMA2 UBE2R2 PFN1 B9D1 RND2 RAB34 GALNT7 TRIM2 MCM9 TBP BICRAL EEF1B2 TXNDC9 THADA IVNS1ABP PRPF3 PIK3R3 NSUN4 SIL1 MND1 ANXA11 SPATA1 TBCC MBOAT7 GDF5 HSPA2 INTS11 PAICS OSGEPL1 CLIP1 PRRG1 ANO3 FST EHF MYO1G GARNL3 TGS1 MAP2K5 HADHB CYP1B1 MAPK8IP3 CBLN3 FHAD1 LMO4 ZNF697 RETREG2 EIF2B5 CAMK2D PAM FARS2 ABT1 NIPSNAP2 EIF3H KIN MTERF3 GALK2 AUTS2 SIK3 PMVK CEP44 GALNT10 FZD6 ANAPC16 NNMT FEM1B HINT1 TAPT1 HNRNPF FAM161A FOXA3 CAMTA1 SMPDL3A COMMD1 PSMD1 C11orf80 B4GAT1 ZNF575 WDR25 RNF212 HOXC10 H2AW HMGN4 C12orf60 PSMG1 TNFAIP2 FAM174B ZFP36L1 MIR22HG EYS COMMD6 CYP51A1-AS1 ARID2 STK40 ERI2 LINC01560 H4C3 TEAD4 CAPZA2 ATG9A NAGA TGM2 SNORD68 RNU6-1327P RNU6-1276P RNY3 RNVU1-21 RNU4-2 ADAMTSL4-AS1 FOXO6 SNORD12C TRAJ28 KLRK1 ITGA1 ST7-OT4 ANG BASP1-AS1 RAET1E-AS1 LAPTM4A-DT CETN4P LINC01623 ZNF503-AS1 LINC01108 SMIM2-AS1 RBM26-AS1 FLJ31104 TXNP5 TNKS2-AS1 RPL4P6 PRRT3-AS1 ANKRD18B SSBL4P ZBED9 LINC01122 UFL1-AS1 CT66 LINC00881 RN7SL299P STRC PCDHAC2 EFNA4 H2AZ1-DT DRAIC BAALC-AS1 GGCTP1 LINC02615 ZNF252P-AS1 ZBED6 AC025031.2 MAP1LC3B2 RNASE4 BHLHB9P1 AL132639.2 LINC00677 LINC01960 H2BC20P TAPT1-AS1 MIR4258 RN7SL525P LINC01910 RN7SL408P FMC1-LUC7L2 SMC2-AS1 MAN2A1-DT MIR4466 RNU6-92P LINC02098 SNORA16A SNORA50C TMEM75 RASSF1-AS1 ABALON LHX9_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LHX9_TARGET_GENES NFYA STPG1 KDM1A VPS50 DHX33 SPPL2B ZNF195 ZFX ZNF263 MAP3K9 PHTF2 IFRD1 PAF1 VPS41 UPP2 GAS7 PSMB1 MPND MGST1 RHOBTB2 CSDE1 EEF1AKNMT DYRK4 NCAPD2 FUZ LRRC23 NME1-NME2 PTBP1 PIK3C2A BRCA1 SEMA3B POLR3B CD6 ACP3 MDH1 ATP2C1 RUFY3 WWTR1 PHLDB1 SAMD4A FHL1 RNF10 BIRC3 DERA CD44 AGPAT4 PRKCH ANK1 TFB1M ARID4A EIPR1 SLC4A7 USP2 MAT2B CLEC16A RAI14 TDP1 RETSAT GEMIN8 FAM214A ARAP2 LTBP1 ARID1B NEDD4L LIMA1 FNIP2 FSTL4 FOXN3 USE1 SDCCAG8 KIF1B TBC1D22A SYNE2 SZRD1 GINM1 HPF1 TRAF3IP2 DCBLD2 MTA3 RIOK2 ALDH18A1 ACAA1 TNK2 CS VMP1 ISOC2 MED29 LIMCH1 ABCA7 DGKA ANKRD44 NFYC NGEF POLR1H ZBTB11 EML1 DHX8 HDAC4 PLEKHH3 PRR11 LAPTM4A IFT80 PPP2R5B PFN2 MNT ASNS TESK2 WDR1 ARHGAP10 SEL1L CYBRD1 ZFYVE26 ALDH3A2 STK10 LLGL2 KDM5A IGF2BP2 GLI2 CLASP1 TXK SRI SEMA3A TIMM21 FRYL WDR62 DLG1 RAB7A FAP NEBL HOXA9 NRDC PCM1 REXO1 EPB41L2 PTPRH DCT PUM3 PSEN1 CPOX MEF2C PHLPP1 SMARCD3 MPP4 ITGB5 PALB2 GRHL2 TDRD3 ZFAND6 ZW10 ALG9 ACOX3 BAX ADD1 SULT2B1 CNOT3 KHSRP RPL6 TASP1 PXN GANAB OTUB2 SLC9A1 MRPS33 ALKBH5 ZFHX4 SLC7A8 TOX4 GEMIN2 SEMA6A CAPN3 RFFL MFSD11 GPATCH2 ECHDC1 CDC23 CBX5 SORBS1 CREM SCD ABLIM1 PALMD PSMD8 FBXL19 MTAP P2RX6 TBC1D10A CARD10 HIRA ANKRD54 GTPBP1 RPL3 MYH9 EIF3D TNRC6B FKBP3 GNPNAT1 ATP6V1D AHSA1 PSMC1 PAPLN PSMB5 EMC9 PNN NFATC4 ABHD12 ZMYND8 ADNP PFDN4 TRIB3 TM9SF4 ACOT8 CEP76 SMAD7 RNF125 RBBP8 PGK1 PORCN FNDC3A CAB39L CENPT CYB5B COTL1 TMC5 VPS35L TRIP4 RAB11A TTC23 EHD4 FAM189A1 SPG11 OIP5 DKK4 STK3 EIF3E INTS10 GSR FGL1 LHB PPP1R37 PIH1D1 TRMT1 CCDC130 TIMM44 YJU2 FZR1 DENND3 RPS19 GRWD1 ZNF175 RAB3D TMEM205 COPE DDX49 SUGP1 CFAP69 NAMPT HBP1 DNAH11 DNAJB6 HIBADH CPVL CHN2 HSPB1 LSM5 PLOD3 ZNHIT1 AGR2 URGCP RHEB TMEM245 CORO2A APBA1 SHB DNMBP MAPK8 GBF1 CUEDC2 DKK1 XPNPEP1 ZMIZ1 KRT23 UBTF RGS9 RNF43 MTMR4 GOSR2 PNPO RECQL5 CYTH1 ABCC3 PRKAR1A UBE2D3 TBC1D9 INPP4B GAR1 FRG1 CLCN3 AADAT FBXW7 CLNK NKX3-2 DTX4 ATG2A EHD1 OSBP PPP6R3 CCND1 PRPF19 ANAPC15 SLC35F2 EXPH5 PPFIBP1 PRPF40B COQ5 SLC11A2 MLEC ATP5F1B CREBL2 SCNN1A MGP COPZ1 TBC1D30 RAB5B MDM1 MRPL51 COPS7A ING4 PTPN6 NT5DC3 COX6A1 RIC8B TPD52L1 FBXO5 MDGA1 CRYBG1 ADGRG6 OR12D3 TBP COX7A2 HARS2 THBS4 FAM172A TARS1 IRX4 SEC24A TCERG1 CSNK1A1 BNIP1 SMC4 SELENOK BCL6 KPNA1 TFDP2 GNAI2 GBE1 SSR3 SLC4A3 RTKN ACVR1 GTF3C2 EIF2B4 SNX17 TTC31 PCGF1 CLIP4 RTN4 PECR ELMOD3 KCNJ13 EHBP1 COQ10B IL1R1 ID2 CACYBP SCP2 SFPQ BCAS2 CTH CRYZ TTF2 C1orf109 KMO RBBP5 GBP3 ECE1 ID3 APH1A NSUN4 DARS2 MAN1C1 RPS6KA1 ARID1A CENPF KIF14 ATF6 CCN2 RPN2 LDAH ELL2 CYP20A1 NDUFB3 SATB2 HEATR1 KDSR ZC2HC1C RBM25 SUPT7L YPEL5 YIPF4 LGALSL GOT1 HOXB8 MSX2 CD274 MTHFD1L CENPL MSANTD2 NUDCD1 ENY2 KIAA1217 ELF1 WASHC3 AKAP1 COIL SPOP SLC35B1 ADCY7 B4GALT4 CLCC1 RASL11A SERAC1 BBS9 HOXA7 TRIM24 CYREN CISD1 CDKN2C WWP1 GUCY1B2 NLN PFDN5 SPATS2 SMUG1 BAZ2B PFKFB2 CDH26 STAMBP SNRPC OARD1 GLO1 SSR1 CNOT1 BMP4 MSTO1 CHCHD5 ALKBH7 CLPP CD70 TRIP10 GPR108 OPA3 EML2 SYMPK PANK2 SNRPB MKKS GDF5 CEP250 TMEM53 TUBGCP3 PCID2 CAPNS1 RRAS PRRG2 SCAF1 IFI6 EMG1 PCNX4 KTN1 SGPP1 HIVEP3 MASP1 SIN3B MACF1 SMARCA4 METTL25 AKAP9 PEX1 RBM48 SRD5A3 EMC4 HAT1 ALDH1A2 ANAPC13 PALLD CD68 CCNT1 PUS7L NGDN RAB2B BCL2L2 DAD1 TTI2 MAU2 ECSIT TOMM40 BST2 RTN4IP1 QRSL1 MAP1S SESN2 ATP5IF1 LATS1 RBM39 ACSS2 ZNF227 COX7B CAP1 VPS25 MCCC2 ZNF304 SNRPA1 NR0B2 THAP1 RFX1 CCT6B DHX30 IMMT ANKRD17 UTP3 WBP2 NIP7 ZSWIM3 PATJ DCTN4 SCO1 MPRIP C1QTNF6 LARS1 CCDC59 SBF2 TEX15 COX16 ELP3 ARL8B EMC7 CEPT1 LDHA RELCH PUM1 SPOCD1 DSC2 ELP2 FADS2 ARHGAP32 TMED7 C9orf40 GOLM1 TMEM243 TMEM60 CCDC142 KIAA0513 KCNK1 TMEM127 USP44 SLC41A2 VPS36 IGF2BP3 BZW2 VEZF1 TACO1 GALNT5 TANK VPS45 IL1F10 CCDC115 IMP4 DNAJC1 CDK5RAP2 PSMB7 RABEPK PDCL DERL1 MYC DNAJB5 ZSCAN9 PIM1 KIAA0319 HMGA1 MDC1 VARS2 CPEB2 NUMA1 SYTL2 PRCP YAP1 POU2F3 MAP2K5 NUSAP1 NDUFAF1 STRA6 PNPT1 SULT6B1 PREB ACTR1A DBR1 ASCC1 RPS24 MYPN ABI2 ITGAV SHF AP1AR COPS4 CCNG2 SHROOM3 CASP6 PPP3CA ERP27 YARS2 ALG10 ETFBKMT C1RL PHLDA1 DUSP6 RHOF DENR FRMD6 ARMH4 EFCAB11 WARS1 TCF12 BNIP2 TLE3 COMMD4 HMG20A NCOA2 TPM1 ADAMTS17 LINS1 POLG RLBP1 PARN DHX38 TXNL4B ZFHX3 KATNB1 KIFC3 GALNS COPS3 SLC39A6 RMC1 EIF4A3 ANAPC11 TBCD MBD1 FBXO15 PMAIP1 TPGS1 MVB12A IFNAR1 SAE1 EVI5L NOSIP RERE SERBP1 POU2F1 MRPL24 ABL2 LYPLAL1 ARNT GOLPH3L TPM3 GATAD2B DEGS1 PLEKHA6 GALM CALM2 WDPCP SNRPG GULP1 FANCD2 EAF1 NCEH1 EIF2B5 PDGFC MYO10 PIK3R1 LIX1 GIN1 PPIP5K2 PAM PCYOX1L CPLX2 CDKAL1 ZMAT2 RNF44 ABT1 MLIP MMS22L ARHGAP18 SLC18B1 MTFR2 AIG1 GNA12 CREB5 EGFR CCT6A TLK2 SHROOM2 EBP SLC25A37 RGS20 PLPP5 SLC26A7 RSPO2 EIF3H NDUFB9 TATDN1 ZCCHC7 CBWD5 CEP78 AOPEP GSN GTF3C5 SLC25A25 SH3GLB2 MIGA2 GPR107 ST8SIA6 PARD3 A1CF POLR3A HABP2 DNAJB12 TCF7L2 ADM TUT1 TNKS1BP1 DRD2 SLX4IP FADS1 ALDOA HMGA2 LYPD1 DLG2 TEX12 ENKUR IPMK DLG5 EIF4E NEK7 VIPAS39 FRMD4A MFSD6 DST SMPD4BP ATG10 PFKM TMEM123 GPR180 UTRN SCOC HNRNPU ADGRF1 ADGRF4 INO80C ING1 FBXL2 UBP1 RMND5A CFDP1 MSI2 ANKH LRRK1 CEP112 ABCA6 ENAH GBP5 ELOC CXADR ATP5PF GABPA CCDC174 CXXC1 ANKRD40 VOPP1 CDK19 TRMT44 SLC25A28 GRAMD2B SLC16A1 FAM126B MCU DCK DRAM2 CCT8 BACH1 TIAM1 PCGF6 EEF1A1 MED19 KAT6B PRR14 FRRS1 MALSU1 FCSK SLC38A10 WDR19 PAFAH2 GRHL3 H2BC5 MITD1 AHCYL2 DUSP23 USF1 TOMM40L ATP5MC1 RCAN1 HLCS ADIPOR1 ZDHHC1 ABR ZNF235 CACFD1 FLAD1 ADAR CRTC2 FDPS GBAP1 SLC25A44 LY6K PGLYRP2 PSMC2 MFSD12 TUBA3FP DMKN BDH1 FDXR SAP30BP PRPSAP1 SRSF2 DBF4B LARP4 LEMD2 PARS2 PLPP3 USP1 TYW3 EXTL2 ZNF281 ATF3 NUP35 IWS1 CDC42EP3 S100A11 CRYGC LRRC58 ELF3 NEK10 CWC22 AZI2 TGFBR2 RPL22L1 C4orf36 TIPARP RBM47 U2SURP SLC4A1AP SMIM12 SGMS2 INTU DUSP7 NDST3 HMGB2 HPGD OTUD4 ITGA2 RHOBTB3 ERAP1 TLX3 CREBRF RPS14 SLU7 CDCA7L MIOS FABP5 CTSB OXR1 COX6C BAALC FZD6 CTHRC1 SLC25A32 DCAF13 GEM PDP1 TMEM67 UBAP1 TMC1 HGSNAT NOL6 VCP MICU2 VDAC2 METTL17 SPRED1 RPUSD2 BTRC POLL DPCD USP54 RNF169 DENND2B TMEM41B TK2 NDEL1 PCLAF DCTN5 VPS39 EVA1C PDIA3 PHB SP2 GPRC5B RNF214 CDK12 TEPSIN SMG8 TPM4 TRAPPC2L TUBA1C TRAPPC9 ZNF146 DNAAF3 PSCA HDGFL2 NXN KRT80 ZNF558 MGAT5B TK1 VPS37C C2CD3 SF1 SETD5 TTC39C ACOX2 HEXIM2 SLC20A2 STAT3 STX18 RNF181 ZNF608 CEP120 CSNK1G1 ARMC4 XPO6 TBC1D10B KCNAB1 CXCL8 ASPSCR1 PCDH7 USP38 CRTAP ELP5 UBB FRMPD2 TMED10 SMAD1 KRT8 HARS1 RALGAPB PYM1 SMAGP STAT2 FOXA3 ACYP2 TTLL6 AKAP13 KBTBD2 MSANTD4 FEZ2 PRKCE NAIF1 TMEM126A TMEM126B KRT15 ZNF524 MCC WIPF2 PPID ENC1 PRNP JMJD1C RAB33B EIF2AK3 FRMD3 DPAGT1 C2CD2L AFF1 MUCL1 ZNF738 CFL1 TMCC1 GOLGB1 MZT2A STOX2 PEAK1 CHD2 JUP EIF1 NET1 RBM4 TLR1 TLR6 DENND4A TMEM167A PACS1 EIF3F TMEM70 GPR156 RUVBL1 SFN CTDNEP1 LYSMD3 RTTN WDR25 PLAAT3 CNTD1 KBTBD11 B3GNT5 FOXL1 RBIS DEFB104A WSB2 EFCAB5 NFATC2IP DEAF1 MTX3 FBXO46 DSCAML1 DLGAP1-AS1 CSTF2T GBA STAP2 DDX10 PPP1R42 CTNNBIP1 ZNF713 C5orf46 FBXO34 SPTY2D1 CLK3 GATA2 ARL14 PCBP1-AS1 FIZ1 MYLPF SLC9A4 FGD6 FZD2 GLIPR1L2 H2AC6 SKIDA1 H2BC4 YOD1 HOXC9 CAPS2 CUEDC1 H2AW DDX60L C6orf223 ZBTB20 GPR3 CCDC149 TNRC18 DEXI NOP10 TDRKH PGBD4 KPNA2 CEP97 GLRX5 SKA2 ANXA2 C16orf72 CEP63 WFDC10B GJC1 AFMID ARHGEF37 CCDC159 LINC00518 MACC1 NCF4-AS1 SMTN COA3 VPS33B CNTN2 LRTOMT THAP7 BPIFC TXNRD2 FOXO4 NUTM1 CDCA2 APOO TMEM106A CA13 FAF1 H2BC13 RAB11B UBALD2 TEDC1 HGS METTL7A NR2F2 SP1 P4HB PBX1 PMEL SNAI3 ADAMTSL5 ARL17A KLHDC8B ZNF267 IRS2 CDIN1 GSAP CYP2R1 WWOX CIDECP1 CENATAC POLR1D ZNRF1 SAPCD2 ZNF749 ZNF555 MST1P2 KPNA4 PCLO TMEM222 NF2 MIR22HG LYRM7 RNF220 CHP1 ZNF286A SAMD11 MCRS1 FANCM DNER TPRG1 COL4A5 ZC3H6 FAM230G ZNF669 BCL2L15 LINC00910 FBF1 UTS2B FAM111B CRYM-AS1 FAM47E C15orf61 PNRC2 IL1RAP SPATS2L NIF3L1 MFSD14C ZNF565 NCOR2 MRTFA MMP1 HRH1 ZFP62 H2AC13 S100A2 H2AC11 H2BU1 CASP4 H3C12 SND1 HMGA2-AS1 SLC22A5 H3C4 COL4A6 S100A10 LHFPL5 LEKR1 IRAK4 GRK6 TMPRSS11F ZNF770 ZNF251 RPL23A HELZ ASPH SPRED2 OGA TXNRD1 NBR2 ARMH1 DDX39B LRBA BAZ1A ABCA4 MT-ND6 UNC13B MTCO3P12 PNP OPA1 MT-ND1 RNU5E-1 SNORD104 RNU6-433P SNORA73B RNU6-97P SNORD118 SNORD114-28 RNA5SP429 RNU4-1 RNU6-266P SNORD48 SNORD114-22 RNY3 TDRKH-AS1 CARNMT1-AS1 SCUBE1-AS1 C6orf99 RBM20 ADD3-AS1 SAMD13 LINC00963 INPP5B GIGYF2 PHACTR4 BRD2 HLA-DRA PBX2 EHMT2 SNHG32 HSPA1B VWA7 LY6G5C DHX16 ZNRD1ASP DCTN1 GCNT2P1 PRR13 CFI DPF3 ITSN1 AC098591.2 ANKRD28 METTL6 RNU6-969P RNU6-72P RNU6-784P MIR615 MIR7-2 MT-TL1 MT-TV MT-RNR2 MT-TE MT-TT MT-TP IGLV3-19 TRAV8-3 LINC01089 KRTAP4-9 KRTAP2-3 KRTAP3-3 KRTAP3-1 CRYGS SUPT4H1 COG8 KRTAP2-4 TMX2 GTF2H4 DDX47 CSNK1E ITGA1 UCA1 FBXO16 ARL16 PAXIP1-AS2 PAFAH1B2P1 MYCBP AMZ2P1 VPS33B-DT DDX12P ARHGEF28 CRPPA PHB2 AC141586.1 RPL17-C18orf32 CROCCP2 FNIP1 ADAMTS7P4 CEBPZOS CD83P1 RPS24P12 MIR320C1 RNU6ATAC10P MIR1289-1 PLXNA4 KRTAP1-3 XKR9 HDAC4-AS1 C10orf55 LINC02068 LAPTM4A-DT CCDC18-AS1 EDRF1-DT HCG14 FCF1P7 NDUFAF8 POT1-AS1 PLEKHM1 MKRN2OS SBDSP1 FGD5-AS1 SATB2-AS1 KCNIP2-AS1 CFLAR-AS1 LINC00323 RPL39P40 PSMD10P2 ZNF451-AS1 LINC00511 LINC02832 LINC01132 LINC00111 LYPLAL1-DT LINC01515 XPC-AS1 LINC01350 PRKCE-AS1 TNKS2-AS1 LINC02577 LINC01344 RGS17P1 LINC00358 ZNF688 AL669831.3 HMGN1P33 PA2G4P4 CCDC192 LINC02541 SCTR-AS1 GORAB-AS1 LINC01363 DARS1-AS1 GRHL3-AS1 HCG25 CYP1B1-AS1 AC016876.1 STXBP5-AS1 LINC00460 LINC00513 JTBP1 LINC01392 AC005083.1 EIF2AK3-DT TPRG1-AS1 LINC01675 ELOBP4 LINC01426 SP2-AS1 RAD1P1 ELF3-AS1 AC003958.2 ID2-AS1 ZSCAN31 LINC02331 RPS29P16 LURAP1L-AS1 AC013270.1 UBE2R2-AS1 LINC00484 GSN-AS1 LINC00941 NEXN-AS1 LINC02243 AL033384.1 MKLN1-AS NIFK-AS1 LINC01275 LINC00398 DGUOK-AS1 FLG-AS1 LINC01589 AL354863.1 SNORD42B RNU7-59P SNORD13 RBM14 LINC01119 KLHL41 STPG4 NME1 C1orf226 RN7SL674P RN7SL606P RN7SKP241 PPIL3 RN7SL346P RPL32P9 LINC01997 RPSAP52 CECR3 RPS20P4 MUC20-OT1 RN7SL329P C22orf39 RPL5P11 RN7SL635P GUCY2GP GATA2-AS1 ETV5 MIATNB N4BP2L2 LINC00461 FRG1-DT DRAIC LINC00682 LINC02458 LINC02288 PLA2G4E-AS1 SNHG10 AC104078.1 OIP5-AS1 LUCAT1 RBM14-RBM4 KRTAP9-12P IRX4-AS1 LINC01411 CASC11 LINC01234 LINC02261 MCPH1-AS1 AC109927.1 MGC32805 HOXC-AS1 LINC01303 LINC01182 AC097467.3 ZFPM2-AS1 LINC02882 TMED7-TICAM2 LINC01094 RNU7-29P RNU6-107P RNU4-18P HOXA-AS2 GRPEL2-AS1 GASAL1 UBE2HP1 IGLV3-24 LINC01111 LINC02547 LINC02551 LINC02739 AC005324.3 OVOL1-AS1 MIR100HG CD44-AS1 NPIPB8 PRECSIT ZNF225 AC156455.1 LINC00609 PSMA3-AS1 METTL7AP1 CNPY2 CUX1 AL158801.2 AL157911.1 LINC02292 PEBP1P1 SEPTIN7P1 LINC01895 ACTG1P17 LINC02205 BLID AC015712.2 IQCH-AS1 AC109347.1 AC009021.1 AC036103.1 Z83847.1 LINC02136 AC124068.2 AC007728.2 C15orf65 H2BC20P AC005670.1 DLGAP1-AS2 DHX33-DT ALOX12P2 SRSF8 MIR3165 SNORD43 MIR4799 RN7SL208P MIR4650-2 MIR4755 AC018521.5 SNORD84 MIR4682 MIR4999 RPL17 LINC01970 MIR3617 BAHCC1 KLF14 LIVAR SNHG25 MIR4676 MIR4645 PCAT19 LINC01764 SNHG22 LINC02073 CLEC4O LIN37 AL031666.2 ARL14EPL COX6CP7 AP001462.1 MAGIX RAB11B-AS1 LINC02343 AL589740.1 MIR4466 LINC02098 EIF2B5-DT GAR1-DT MIOS-DT RALGPS2-AS1 ZNHIT3 SNORD1C PPP4R3B VN1R7P TRBV14 MIR4477A TADA2A MIR6797 TYW1B SNORA50C GLIDR H2AC4 ACACA NR2E3 H3C10 AC127496.7 SH3PXD2A-AS1 MATR3 DNAJB5-DT BISPR MIR1206 PRDM5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PRDM5_TARGET_GENES MEOX1 POMT2 WWTR1 DNAH5 KATNIP LIMA1 NT5C2 FAP GP6 KDM2B WDR7 TTC23 ERICH1 TLE6 PDE4D CREB1 ELF1 STATH ASS1 FCRLA KANK4 MAP3K7 CEP350 LAMC1 SYTL2 SULF1 NOSIP DMRTA2 ARID5B RMND5A SLC7A7 TUBA3FP ALOX15 SDC3 DNAJB4 ANTXR2 SUN1 BAALC ANKS6 NELL1 STX18 ZEB2 MCC JMJD1C ARPP21 STOX2 CTBP2 UBE2C ABAT MDS2 SUCNR1 RNU6-369P RNU6-353P SAMD13 COLQ RPL7AP26 RNU6-554P ZNF385D-AS2 SIM1-AS1 LINC00689 DPYD-AS2 KCNH7-AS1 LINC01625 RPSAP52 AC093583.1 ZBTB20-AS5 RN7SL738P RNU6-922P LINC01111 AP002001.1 LINC01082 MUSTN1 LINC02139 CSDE1 VEZT CUL3 LIMCH1 ANKRD13A AFP SH3GLB1 P2RX6 ATP13A1 ASPA AGO2 POR DHX30 POPDC3 SLC19A3 KIAA0319 WARS1 PM20D2 HMGA2 DLG5 MALSU1 ADCY9 PPIAP80 TMPRSS7 PCARE WSCD1 PIPOX RAD51B COL25A1 ZNF521 MIR199A2 RPL23AP59 RPL23P8 RNU6-565P LINC01870 HDAC9-AS1 DNM3OS RPL32P9 EEF1A1P25 STRC RN7SL89P RPS4XP14 AC131254.1 RNU6-494P KDM2B-DT LINC02861 FENDRR LINC01730 ZNF331_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF331_TARGET_GENES ITGA3 NME1-NME2 RALBP1 SNAPC1 PRKCH ARID1B OPN3 ATG5 ZC3H11A ZNF76 CBFB SREBF1 ANO8 CXCL2 UIMC1 RBBP9 BRAP CDC5L GADD45B CRKL SDR39U1 CDK5RAP1 ANKRD12 BRS3 MRPS31 TRADD NUP93 WDR59 KAT8 TRIP4 MTMR9 HBP1 SSBP1 DNM1 EXOSC3 CXCL12 TRDMT1 KPNB1 SMARCD2 C17orf75 PHF12 MAPK10 TBC1D19 WNT5B ACAD10 TDP2 ZNF451 ASCC3 MED23 ACOT13 C6orf62 CLK4 PPP2CA TRIM23 TRAPPC13 AMOTL2 KANSL3 SRSF7 CEP104 TCEANC2 ADPRS KLHL12 IPO13 AKR1A1 NSL1 PTPA WDR11 AKAP1 B4GALT4 EGR2 COQ8B ATP5F1E ZNF391 ATG4C IGFLR1 RHOT1 PODXL PUS7L EGLN3 TTI2 GTPBP3 UBE4B EPS8L1 ZNF227 SLC6A6 C1orf159 LRRC41 NUP210 VPS13B DCTN4 DSTYK CAMK1 DPH6 RBM17 USP30 HILPDA ZC3H10 TACO1 ABI1 NDUFAF1 ZNF280D SSB GSTCD INTS12 ESYT1 NOVA1 TCF12 CLTC GNAL ESCO1 CACNA1A MTF2 RXRG TARS2 SDE2 TPRKB CCDC150 SPATA5 RPL37 GIN1 PPIP5K2 FEM1C RNF217 ARMT1 CREB5 CIZ1 MINDY3 PGAP2 CACNA1C SRFBP1 AP1S3 RABGAP1L GEMIN6 SPEF2 AHCTF1 CFDP1 ENPP3 USP43 VOPP1 RBM45 RMND1 DPY19L4 TBC1D31 FBXO32 KCNJ6 NDUFS2 SYNJ1 PAXBP1 ZNF221 ZNF233 CPAMD8 PDXK GPATCH4 LARP4 PUS10 PEX13 EIF5A2 TTC14 CDC25A PRRC1 GPX8 DNAAF5 IFTAP PCLAF TSC22D4 ENDOG CRK SMG8 CTNNB1 KIAA1586 GNG4 STIP1 RASSF6 BCRP2 BUB1 USP32 NUDT6 MFN1 SCAND1 ZNF318 PLEKHG5 ZNF554 MIR4435-2HG STOX2 XXYLT1 SNAPC5 RPL15 SPSB4 AURKAIP1 CSTF3 GBA CHID1 DMAP1 PLEKHM3 TUBAL3 C5orf64 ZNF708 SPACA6 EPHB3 GALNT9 ZNF721 SLC25A10 SF3A3 MAML2 PTRHD1 SEPTIN7P13 ZNF829 SETD4 ZNF566 FOXE3 USP7 ZNF793 LINC00910 NOC2L ZNF573 KIAA0895L TRAPPC2 ZNF846 NKIRAS1 ZNF121 ELOVL2 IRAK4 MTCO3P12 RUSC2 VTRNA1-2 RNU6-1051P TATDN3 STK19 DXO LRCOL1 PRR13 C21orf62-AS1 EWSAT1 ZNF337-AS1 REPIN1 TMCO5B BCRP3 TMEM242 ARIH2OS JPX ERCC6 LINC01535 LINC00511 WDR11-AS1 RNF11P2 WEE2-AS1 ELOVL2-AS1 TMEM44-AS1 BACH1-AS1 LINC01719 ZNF879 LINC02888 AL109615.3 PTENP1 RNU6-437P NME1 PISD RN7SL159P MRPS31P5 CSTF3-DT DPH6-DT LINC02513 RPS4XP20 LINC01596 ABCA11P VPS13B-DT LINC02155 LINC02387 ZNF350 LINC02588 LINC02136 AC025682.1 SNORD3A MIR1587 SEC22B TXNIP NDUFV2-AS1 MIR4432 ZNF793-AS1 AC104109.2 AL390955.2 GTF2IP20 ACACA PRSS22 ARHGEF10L ZNF37A ZNF506 NCOA1 MAP3K4 KHSRP RAPGEF4 RFFL HIVEP1 DIDO1 POLI POP4 SMC3 GIT1 UBTF RPL34 PHC1 SUMO1 PARD3B TUBA1B LYPD3 MCF2L FGD3 BRIP1 SULT6B1 FAM13A CPNE8 PARN PFKL POU2F1 PLAC8 PAK1 CNKSR2 TMEM251 SPPL3 SLC13A3 CELF5 KLHDC9 SLC22A15 PGRMC2 CARD19 STK32C DDIT4 STX8 INSR HMGN4 GPR1 ADAP2 ZNF529 LYPD6 ZNF775 ZNF84 ZNF568 VTRNA1-3 CHML LCMT1 HCG27 RNU6-1316P RNVU1-15 RNU6-114P LL22NC01-81G9.3 MIR1302-3 RTRAFP1 RPL24P9 LINC00431 AL669831.3 FKBP1AP3 LINC00574 ZBED9 DDX11L10 C4orf48 MTND5P11 RNU6-782P SHLD3 SETP17 ZBED6 FAM181A-AS1 EGLN3-AS1 LINC01900 MIR4512 RNU2-4P PTENP1-AS ZNF302_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF302_TARGET_GENES CASC3 PAXBP1 C21orf62-AS1 SNHG30 FOXM1 STAT6 ASH1L_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ASH1L_TARGET_GENES SCYL3 NFYA STPG1 NIPAL3 SNX11 AK2 RECQL HSPB6 MSL3 IBTK ZNF195 PDK2 CACNA1G PHTF2 GGCT PAF1 ELAC2 CDKL3 TRAPPC6A BAIAP3 DNAJC11 CDK11A MED24 BAZ1B EEF1AKNMT STARD3NL FYN LYPLA2 AKAP8L MBTD1 UTP18 PTBP1 CEP68 CALCOCO1 NCDN ERP44 UBR2 HSF2 VEZT CENPQ ARID4A FUT8 RFC1 ZZZ3 PARP3 TDP1 AP2S1 HSPA5 R3HDM1 ERCC8 COL23A1 MSMO1 PHPT1 ARID4B KIF1B FAM168A RC3H2 RIOK2 GATB CREB3L3 SNRNP40 RIMBP2 DGAT2 ELMO2 CA11 ISOC2 MED29 HAGH CDON TAF2 TNPO3 TMEM161A ABCA7 TBC1D22B MTHFD2 YBX1 PPP2R5A ASPM KLF6 TP53BP1 ROGDI HYAL2 HDAC4 COASY GRIPAP1 PRR11 POLR1A SIRT2 NUCKS1 KCNAB2 UFD1 PHRF1 NUCB2 TMEM260 JMJD6 AP3M2 TESK2 CFAP20 NCK2 LMCD1 ATP6AP1 HLTF PRKACA ACTN1 HMMR FBXW11 SELENOO EED SRI FRYL WDR62 UNG XAB2 TOP2B DYNC1I2 LRCH4 TULP3 NRDC CIC FDFT1 DNM2 SMARCA2 DNAAF6 MAGI3 BZW1 C5orf22 XPO1 RNF13 CYLD STARD7 AGBL5 RAD54L NLK PSMC5 UIMC1 OGFOD1 NOP14 ADD1 TXNDC16 RTRAF AURKA RFX2 CNOT3 KHSRP TPX2 C3orf18 KIF9 NSFL1C ZNF343 DYNLL1 RPL6 ANAPC5 FUS OTUB2 LTBP4 CCNK MAEA GOLGA3 AARS1 RBM27 SPAG7 HNRNPC CDC45 CDC23 CBX5 SUCO MSH2 NUBP2 TSPAN15 MYO9B FBXL19 MARCHF2 RASSF7 ARVCF DERL3 CABIN1 YPEL1 HIRA TRIOBP ANKRD54 CENPM HSCB CBY1 GTPBP1 RHBDD3 PACSIN2 MCM5 TNRC6B IFT27 PHF5A ACO2 CDKN3 AHSA1 SPTLC2 EIF5 DICER1 ZFYVE21 CCNB1IP1 PABPN1 DHRS2 DCAF11 EMC9 PNN ZMYND8 IFT52 PFDN4 CSTF1 TPD52L2 TM9SF4 PXMP4 CHMP4B FAM83D ACOT8 MYL12A CEP192 NXT2 PQBP1 PGK1 RP2 CDK16 RBM3 GLA MGRN1 LYRM1 CBLN1 CYB5B PLA2G15 CMC2 COTL1 UBE2I GSPT1 RBL2 STX4 CDIPT AAGAB IQCH TTC23 EHD4 CSPP1 ARMC1 SNX16 EEF1D MTMR9 ARHGEF10 KCTD9 ASAH1 HNRNPL NFKBIB SARS2 PPP1R13L ERCC2 TBC1D17 TLE6 CCDC130 CCDC61 FAM32A AKAP8 ANKRD27 YJU2 TBCB POLR2I HNRNPUL1 RPS19 BABAM1 TYK2 CYTH2 ZNF175 RAB3D TMEM205 TNPO2 WDR83OS LENG1 PRPF31 TFPT RPL18A RAB3A COPE DDX49 FKBP8 SUGP1 ZNF574 HBP1 H2AZ2 FKBP14 CHCHD2 MOSPD3 FBXO24 GLCCI1 EZH2 CEP41 TMEM248 EDF1 ABHD17B CCNJ DDX50 GBF1 BCCIP TASOR2 SMC3 CUL2 RPL19 MTMR4 KPNB1 PNPO RNF167 SLC25A11 FTSJ3 DDX5 RAB5C MRPL27 MPP2 TMEM97 DCUN1D4 WFS1 FRG1 UFSP2 ELP4 FNBP4 HSPA8 PPP6R3 ANAPC15 CEP164 IL10RA SLC35F2 NUP98 NDUFS8 KCTD10 SLC11A2 MLEC MVK IL23A ATP5F1B ARPC3 SPRING1 ADGRD1 COPZ1 RAB5B MDM1 ING4 CDCA3 USP5 GOLT1B HDDC2 FBXO5 SOD2 MRPL18 MCM3 E2F3 HMGCS1 MRPS30 IK DROSHA FAM172A TARS1 PPWD1 TCERG1 CPEB4 BCL6 HES1 ACAP2 ECT2 BBX KLHL18 RRP9 SSR3 CENPA REEP6 PCSK4 APC2 RTN4 PPP1R7 PASK ID2 PLCL1 ORC2 DHCR24 MRPL37 EDEM3 SFPQ LAMTOR2 PRDM2 TTF2 C1orf109 MTR ERI3 BLZF1 SYF2 CENPF OSBPL9 POLR1G RCN2 STK11 CASP8AP2 HMGN3 NDUFB3 UBE2B INVS VPS4B ONECUT2 DCAF4 FCF1 ACYP1 NPC2 AREL1 TTLL5 ZC2HC1C YIPF4 TCTN3 GOT1 KANSL1 RCL1 ACAT2 CCDC77 ETF1 FAM53C TMPO TARDBP COPS5 FAM117A CEP89 CAT ZMYM2 ZCCHC17 ZSCAN20 ZRANB3 NAA60 CBX3 HNRNPA2B1 FAM126A ARL4A CCZ1 ZWINT CIT DDX54 DDX39A WDR83 GIPC1 CENPK ORMDL2 ATG101 SMUG1 KBTBD4 HJURP MXD4 CKS2 CHD6 MTRR FASTKD3 PAIP2B ATP8A1 OARD1 H2BC11 GLO1 EEF1E1 CNOT1 LRRC29 TMTC4 SEPTIN6 GRK4 SLC25A19 MSTO1 ATG4C CD70 TRIP10 GPR108 EML2 PANK2 STK35 RRBP1 ZNF133 SNRPB2 HNRNPR ZNF436 TMEM115 ST3GAL3 TMEM53 XRCC3 RBM42 COX6B1 PRMT1 PRRG2 ZNF384 SSX1 TIMM17B DLGAP5 HNRNPH2 CANX COX7C TRAF2 ABHD8 PIN1 KDM4B AAMP PNKD RNF6 STYXL1 PEX1 RBM48 KLHDC10 MRPS12 TTBK2 ILF3 NGDN NRL DOHH MAU2 TOMM40 ATP8B3 GTPBP3 NSUN5 DDA1 RTN4IP1 QRSL1 FCHO1 LSM4 TMEM160 ATP5IF1 ZNF317 UBA1 RBM39 ZNF227 HAUS8 HACL1 NDUFA2 ANKHD1 EXOC4 NPHP4 TOP2A CLUHP3 FAAP24 ZSWIM4 RFX1 DCAF15 LRRC41 PTCD3 PER2 EEFSEC LANCL2 H3-3B DAP3 MMACHC DPH2 ZSWIM3 DCTN4 ZMYM5 MYH10 MPRIP KMT5C C1QTNF6 LARS1 ARNTL NUMB CCNB1 MEIS2 SORT1 ARF3 YWHAQ IL6ST NARS1 RELCH FBH1 ANKRD16 CDCA8 FADS2 TMEM258 BIVM ERCC5 POGLUT2 STT3A WDR36 PSAT1 RNFT2 TRAFD1 TMEM60 AKIRIN2 LCA5 GDF11 TSPAN31 PAN2 HNRNPA1 PRADC1 CCT7 USP15 NEK3 CKAP2 BORA IREB2 DCAF7 BRIP1 KAT7 ACTL6A SAP130 RALGPS1 SLC2A8 ZNF189 MRPL50 PDCL DNAJB5 HINT2 TCF19 MDC1 MTCH1 VARS2 PRCP RNF121 TTLL7 LRPPRC SLC35A5 PARP16 HERC3 CENPE CLSTN3 LLPH SNRPF RITA1 MMAB SLC46A3 LNX2 NABP2 KANSL2 LMBR1L TMBIM6 DENR ARMH4 WDR89 KCNH5 EFCAB11 WARS1 BAHD1 ANP32A HMG20A NCOA2 ARRDC4 PIF1 SCAMP2 POLG ABHD2 TICRR UQCRC2 CDR2 DHX38 TXNL4B KATNB1 ADAD2 DEF8 COPS3 GID4 BCAS3 SS18 RAB40B NARF FOXK2 CBX8 CEP131 SLC39A3 FEM1A EVI5L RPS11 NOSIP RERE PGD C1orf216 KIAA0319L WDTC1 LMO4 CTTNBP2NL STRIP1 PSMA5 NME7 UFC1 MRPL24 ZNF687 TARS2 ANP32E ENSA GOLPH3L DUSP10 SLC39A1 CREB3L4 GATAD2B ILF2 INTS3 SRP9 MBOAT2 PYCR2 PDIA6 RPS27A MEIS1 SFXN5 RALB PKP4 CDCA7 COPS7B STK11IP RPL32 RABL3 ATG3 MANF RPS3A G3BP1 ZNF300 BOD1 MMUT MTFR2 GNA12 C7orf50 MDH2 ZNF92 HDAC8 NDUFB11 EBP SNX12 NSDHL CETN2 PLPBP NR6A1 IMMP1L PGAP2 HIKESHI INTS4 INCENP TMEM218 MIA2 MTMR12 TIMM8B UBC UBE3B FER VIPAS39 SPC25 XRCC4 ZNF837 GGPS1 ZNF117 SRP19 CCDC148 ING1 ADPRHL1 RMND5A GTF2E1 PPP2R5E TRIM11 BUB3 ELOC CCDC174 FLCN EME1 KLF10 AGPAT5 SLC25A28 C9orf85 PDIA4 FAM126B SLC26A2 VBP1 WHAMM MTERF3 PTDSS1 ZDHHC5 MED19 KAT6B ZNF689 PRR14 PDE6D PAXIP1 DDX19B ST3GAL2 CCNB2 RAB28 RHPN1 CDC25C H4C8 AHCYL2 F11R TOMM40L ATP5MC1 PSMD4 ALDH4A1 MED8 CHCHD6 CALM3 PKNOX1 ZNF66 C21orf58 PCNT ZNF714 SHKBP1 DEDD2 FLAD1 SHC1 UBE2Q1 CRTC2 FDPS GBAP1 PMF1 MFSD12 THAP8 RACGAP1 SPC24 RNASEK-C17orf49 POLR3K SNRNP25 SPSB3 CCNF CLPB TTC9C USP1 DNAI3 CLHC1 WDCP COQ8A CFAP221 ANKRD23 CGGBP1 YY1AP1 TSACC CCT3 NEK10 ANKZF1 PRKCI SMIM12 TPRA1 ZNF691 FBXO8 CEP44 NDUFAF2 STARD4 CREBRF SAP30L BMT2 CDCA7L MED30 SUN1 NUDT2 PSIP1 HNRNPK NOL6 VCP FBXO33 GTF2A1 DDIAS AKR1E2 SSX3 FAM204A METTL17 FRAT1 ISCA2 CPSF2 CEP295 TCP11L2 WBP1L NUDT13 CYB5A CENPN ZNF143 HSP90B1 ATF7IP2 AP1G1 PCLAF NEMP1 MBD6 NUDT21 PHB TTC16 DOLPP1 ISLR2 SP2 COQ7 CDK12 TEPSIN TRIM68 ZNF226 RAB8A GATAD2A MVD ANKRD11 ZNF701 RAB4B PROSER3 ZNF526 DNAAF3 DAPK3 CHAF1A HDGFL2 SLC43A2 WDR81 SPRYD3 CDK2AP2 ATP5PD TK1 ZNF597 ATG16L2 SETD5 RFWD3 STIP1 ATXN2L FEN1 STAT3 ZSWIM1 TMEM208 CNNM3 ZBTB5 RNF181 LRRC28 MAT2A HSPBAP1 TBC1D10B LMAN2 SIN3A ARL13B CKAP2L BUB1 SPNS1 LRRC45 CENPX UGP2 BTD TPST1 CHRNB1 PWWP2A CDK1 FOS NUDCD2 RNF34 ATF7 MSANTD4 PLAC1 PRKCE TADA3 MORN4 NAIF1 ZDHHC16 EXOSC1 ESCO2 SSX6P RAB4B-EGLN2 CAMTA1 CTPS1 RPS7 SRGAP2C ATPAF2 DRC3 ZNF556 EIF2AK3 HINFP BPGM GNB2 AFF1 BANP KLHL6 RND1 ZNF738 TMEM217 DCP2 SNX32 RPL38 PDP2 SP3 DMXL1 DHCR7 ZNF680 FAM222B CKS1B GOLGB1 RNF26 ZNF417 ZNF622 PC SCAI UQCRH JUP RBM4 LEMD3 DDX23 STAG3L3 TMEM167A HRAS PDE12 YIF1A ZNF654 YPEL2 DDIT3 CKAP5 ZNF519 TMEM70 LINC00476 TOM1L2 ZNF77 ZNF169 RUVBL1 TPRN IP6K1 WDR25 USF3 NFATC2IP ZDHHC13 CHD9 NR2C2 DNAJC28 TMEM94 ARL6IP6 TSPYL6 STAP2 WDR6 GTPBP6 NSUN3 DHFR2 ZNF552 RMI1 SELENOW PER1 CALR RAB39A CLK3 KLHL28 ZBTB18 SHARPIN MAF1 PIPOX SERTAD2 TIGD5 PDXDC1 FAHD1 MYLPF FGD6 CCDC66 SSR4 KCTD2 GPR137C BBS12 AEN SLC25A42 METTL23 H2AW ZNF678 TMEM45A ACBD4 ZBTB20 ZNF101 SNRPE TDRKH ERCC6L2 ATP6AP2 KPNA2 GLRX5 SKA2 C16orf72 RBM10 ZNF721 TSPEAR-AS2 EWSR1 AFMID CALN1 DAZAP2 CCDC159 SETD3 TANGO2 NDUFB1 KLHL25 CHEK2 SMTN PTP4A2 PGP ZNF93 CDCA2 FAM227A RAB11B UBALD2 CCDC137 TEDC1 HGS SMYD3 LMNTD2 SP1 P4HB PMEL ZBTB3 EP400P1 ANKFY1 ADAMTSL5 LAMP1 ZNF267 AIDA CYP2R1 POLR1D KIF18B SAPCD2 ZNF555 RGS9BP KPNA4 NF2 MIR22HG C17orf58 EFCAB6 KANK3 PTRH1 BAGE2 RSBN1L PTMA LRRC74B CYHR1 ZNF626 LAMTOR4 DCUN1D3 TUBB4B COMMD6 H2AX NBR1 FAM72B UROS ZDHHC9 ZNF292 RNFT1 BLOC1S3 JPT1 MAOA FHIT HMGB1 ZNF724 KIAA0895L STK40 MPHOSPH8 ZNF107 PPIA ZNF493 IARS1 ZNF774 ZNF775 PRPF40A FAM72A ZKSCAN5 ERI2 PDXDC2P-NPIPB14P ZNF431 H2AC11 H2AC7 H2BU1 AP2A1 WDR45 ZNF138 ZNF100 H4C3 ZNF300P1 ZNF257 ABCB8 H3C12 ZNF785 CH17-340M24.3 H4C11 ZNF720 ZNF675 HNRNPAB ZNF695 PIGN FAR1 RPS26 CFAP43 H2BC12 SPG7 MPZL1 ZNF273 NUP62CL SZT2 UVRAG ARMH1 ZNF43 NUDT16 TAFA2 TOGARAM1 MTOR FICD OSTC LTN1 MAP3K3 ATG9A TDRKH-AS1 MIR29B2CHG INPP5B MACO1 OXLD1 RNF5 AGPAT1 SKIV2L NELFE SDHD CCHCR1 MRPS18B PPP1R10 DISP3 LINC02210 MZT1 C4orf47 CCDC144NL SARNP CNEP1R1 NAP1L4 TMEM256 STAG3L1 LCMT1 JPT2 ANKRD28 THUMPD3-AS1 ZNF611 TRIM59 ANKRD39 ARHGAP19 ERV3-1 ZBTB9 TMX2 NDUFS3 GTF2H4 LIPE-AS1 ZNF726 SMIM7 ARL16 PAXIP1-AS2 TTC41P APTR IFRD2 CDIPTOSP TUBA5P HLA-F-AS1 ALOX12-AS1 BX322639.1 HOMEZ SLC35E2A CYB5RL RNASEK CCNL2 HDAC4-AS1 SMPD4P1 LAPTM4A-DT EPB41L4A-AS1 CETN4P AC009518.1 MRPL20-AS1 NDUFAF8 FGD5-AS1 LINC00431 LMCD1-AS1 FLJ31104 PANK2-AS1 XIST ZNF688 PET100 TPI1P2 PPP5D1 LINC01756 ZNF341-AS1 SMARCE1P5 ZNF687-AS1 GACAT1 CCDC144NL-AS1 DHCR24-DT PDXP-DT STXBP5-AS1 H2BC15 EIF2AK3-DT LINC01952 ZNF736 SP2-AS1 LINC01287 ACTG1P25 C19orf81 ID2-AS1 DICER1-AS1 OLMALINC ZBTB22 KDM4A-AS1 ZBED5 CAMTA1-DT C10orf143 LLPH-DT ALKBH6 WBP1 TCAM1P PDXP ARPC4 C22orf39 KCTD7 DDOST ETV5 SAP30L-AS1 FRG1-DT PLA2G4E-AS1 SNHG10 ZBED5-AS1 OIP5-AS1 LRP4-AS1 NR2F2-AS1 AP001922.1 NRAV CDK11B FMN1 AC139887.2 ZNF564 MCPH1-AS1 ARPC4-TTLL3 ZNF718 LINC01511 AC010210.1 MRPS30-DT RPL32P3 AC099520.1 ABCA11P RHPN1-AS1 AP002495.1 MPV17L2 ANKHD1-EIF4EBP3 PDXDC2P UVRAG-DT SBNO1-AS1 ADGRD1-AS1 ZNF225 AP001160.1 ZNF253 PSMA3-AS1 AC090001.1 CEP95 AL132639.2 ACTN1-AS1 PMF1-BGLAP LCMT1-AS1 AC096734.2 SNAI3-AS1 AC092338.2 AC009107.2 LINC01572 Z83847.1 Z97055.2 AC005837.1 AC124068.2 AC099518.4 MIA TMEM256-PLSCR3 TMPOP2 LINC02210-CRHR1 AC025682.1 AC018521.5 MIR3181 AC132938.3 EEF1E1-BLOC1S5 TXNIP SRGAP2 MIR4479 AP002449.1 ILF3-DT ZNF8-ERVK3-1 AC011476.3 ATF7-NPFF AC008752.2 RNFT1-DT AC015936.1 OR1AB1P AC002116.2 LIN37 FAM156A AC132192.2 AC020915.2 AC005759.1 MIA-RAB4B RAB11B-AS1 KCNQ1OT1 ARHGAP19-SLIT1 TAF15 CHASERR MICE PAXIP1-DT H4C12 SYNGAP1-AS1 H2AC12 H2AC15 RNVU1-26 TUBGCP5 H4C5 H4C4 H2BC7 PSMB3 ZNF8 LINC01971 H2AC4 H4C2 CCDC163 DNAJB5-DT MPND PRSS3 BRCA1 PPP1R3F TMEM38A GSK3B KLF5 SLC17A7 PLEKHA8 PHF12 TCP1 EFNB2 ALKBH7 CARS2 RTP4 CNPY3 PPM1B SLC49A4 FGF7 WRAP53 CCZ1B SLC25A25 TMEM45B CEBPG UBQLN4 KLHDC9 BROX PMVK NLGN2 BCL2L1 PEAK1 RAP2B RHCE SERTAD1 LINC01257 P2RX6P SNORD59A RNVU1-15 MIR638 MIR301B SH3D21 HNRNPUL2 RNU2-17P LINC00240 ENTPD1-AS1 CSE1L-AS1 LINC00595 SSBL4P LINC00642 HNRNPUL2-BSCL2 AL445231.1 SNORA13 AC124242.1 ZNF436-AS1 FCF1P8 FAR1-IT1 MIR5188 MIR4999 MIR3143 AL118506.1 SLC25A53 RNVU1-19 DROSHA_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DROSHA_TARGET_GENES ABHD5 NSMAF DNAJC25 NCKAP1 CLASP1 ARHGAP4 POLDIP3 ZNF175 PMPCB KCNT1 TTC1 KDM3B EGR1 MRPS2 AMD1 BCAS4 ARHGAP22 KNSTRN TAF4 ALDH1L2 C7orf26 PTGES2 UBALD1 BTG3 CXXC1 LSM11 C9orf116 ANO10 DNAJB4 ZC3H12A WDR41 ATG4B ROR2 PLEKHF2 THAP4 SLC38A9 SRRM3 ADARB1 MTCO3P12 MT-ND2 MT-ND3 MT-ND1 MT-ATP6 MT-CO3 RNU5A-1 LRRC37A5P RNVU1-15 MT-TL1 MT-TV MT-RNR2 MT-TI MT-TQ MT-TM MT-TS1 MT-TK MT-TG MT-ATP8 PTGES2-AS1 LINC01719 LINC01137 SSR4P1 TMEM250 DNAJC25-GNG10 MTND5P11 MALAT1 MIR3190 RNU11 RNVU1-19 AC068587.4 ARHGAP35_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ARHGAP35_TARGET_GENES CIAPIN1 SEC62 AKAP11 HSD17B6 SEC63 CUL3 SLC12A2 COASY DAZAP1 DERL2 TIPIN FAM135A NOP14 ERGIC2 PTPN4 COQ9 PSMD5 EIF5 MTMR8 UBE2I RPS19 RNF167 SLC25A11 NCAPG PRDX1 FBXL5 CBX3 HNRNPA2B1 GRK4 MAP2K2 STYXL1 EGLN3 TTI2 RBM39 ARF3 DAGLA PKIB IREB2 MARCHF7 RPS6 POU2F3 DBR1 DENR MBTPS1 STRIP1 MDH2 TMEM209 LUC7L2 UHRF2 LRSAM1 BTBD10 TMEM18 SLC25A4 SPPL3 TAOK1 SQSTM1 FCMR DCAF16 SKA3 GFI1B COX11 STXBP4 DCHS1 CDK12 CHAF1A LTBP3 RBPJ ATG4B ASXL1 RPS7 MRPL57 GPR137 MICOS10 LINC00476 TSPYL6 PLEC ERCC6L2 PURA RAD51D ANKFY1 PLEKHG4 RPL12 QRICH1 GPATCH3 SCAMP5 RNU5F-1 SNORD118 RNU4-1 RNVU1-3 RNVU1-6 RNU5E-6P RNVU1-15 RPL17-C18orf32 BAZ2B LINC01719 AL031727.2 FAM200B SNORD13 AC008040.1 LINC01184 LINC02281 LINC02327 AC040169.1 RPL17 NCOA4 ZNF850 AC020928.1 NOP53-AS1 MICOS10-NBL1 SNORD58B PPP4R3B-DT RNVU1-25 RNU11 PPP4R3B RNVU1-26 RNVU1-19 TUBGCP5 RNVU1-4 RNVU1-28 SIRT3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SIRT3_TARGET_GENES SNX11 FKBP4 SAMD4A BCAR1 SEC61A2 PABPC1 TFRC SNX10 ARHGAP28 INTS9 ILVBL NUP98 BVES NSL1 GPR75 SLF2 WIPF3 GAL3ST1 MTUS1 ATP13A3 GCC2 MRPL49 DAB2 ASAP1 MYO1E RGL4 SCNM1 PHKG1 YWHAZ NSMF MAP2K1 CCDC57 RMDN1 PPP1R42 LINC02724 L3MBTL1 ATG7 TAFA2 RNA5SP46 TATDN3 CSNK2B GPANK1 RNU6-185P MIR199A2 TRAJ19 RN7SKP293 LINC00578 KPNA2P2 HMGN1P2 LINC02038 AGBL4-AS1 DNM3OS CHL1-AS1 RPL9P3 LINC00662 MIR466 POLR3GP2 MIR1299 MIR6882 THAP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/THAP1_TARGET_GENES SCYL3 GCLC STPG1 NIPAL3 CYP51A1 BAD LASP1 SNX11 M6PR POLDIP2 VPS50 ST7 DVL2 SKAP2 CIAPIN1 PRKAR2B WDR54 KMT2E IBTK AP2B1 CDKL3 MARK4 CCDC124 RPUSD1 TSR3 CRAMP1 PSMB1 CDK11A SPAG9 CELSR3 RPS20 CSDE1 VTA1 EEF1AKNMT PHF7 FUZ LRRC23 ELOA CLCN6 MKS1 ABHD5 PTBP1 DPF1 ELOVL5 EHD3 PSMC4 POLR3B TACC3 UFL1 NUDCD3 GLT8D1 RALBP1 AGPS NCDN ZNF839 ERP44 NCAPH2 KPNA6 MIPEP B4GALT7 SLC39A9 BAK1 RANBP3 ALG1 PEX3 SH3YL1 RPL26L1 NSUN2 BOD1L1 CTNS RTN4R PARP3 THAP3 TDP1 CUL7 OFD1 ATP6V1H POLR2B GOPC TSPAN17 RSF1 VPS13D VAMP3 CLPTM1L USE1 GALC SZRD1 ATG5 POLR3E TBXAS1 GATB PIGV PTPRU MON2 CS POLD1 EIF4B BICRA SPHK2 RPL18 EPN1 ADCK1 HIPK2 BORCS8-MEF2B RFXANK CTSA WDR3 PKN2 WDR18 MCM10 TBC1D22B NDUFB4 SMARCD1 ZBTB11 LRRC40 THUMPD1 STOML1 HDAC4 HEATR6 COASY ATP11A POLR1A SIRT2 KCNAB2 UFD1 ELP1 NUCB2 SLC44A1 ZXDC GBA2 ASNS BUD23 MBD3 CPSF1 PDCD2 PRKACA ACTN1 PTPN18 CHFR DERL2 AP1M1 PDE8A MRPS34 SLC24A1 LMAN1 ZZEF1 SRI ZNF638 TIMM21 VPS9D1 SLC25A3 TMEM131 ACTB BCAP29 EXOSC7 PTPN23 MLH1 ANKRD13A XAB2 STXBP2 NFKB2 PPP1R12B FAM76B SIRT6 PIAS2 PIK3C3 NRDC PKD2L2 SDF4 THOC1 CIC DNM2 RIF1 CNOT4 AP4E1 EXD2 JMJD4 PHLPP1 WDR70 STRADB C5orf22 CCNT2 NFE2L1 ITGAE SLC27A5 ZNF586 RPS5 CHMP2B ZMPSTE24 NOA1 AGBL5 CAD AK6 ZNF213 MTIF2 ORC1 CHERP ATG16L1 USP40 IPO11 ALG9 ACOX3 BAX LPCAT2 AURKA AAMDC COQ9 KIF9 FKBP1A SNX5 RPL6 ANAPC5 SLC8B1 NECAP1 ANKRD24 RCOR1 GPATCH2L LTBP4 SLC9A1 SPTLC1 NUDC DNAJB11 GNPTG MCOLN1 USP48 EXOC1 RBM27 OSBPL8 WDR7 TXNL1 TMEM101 PPP2R3C SCFD1 TRPM7 NUP50 CDC45 HDAC6 HOOK2 TBC1D2 WAC NUBP2 EFHC1 ZNF184 TMED1 RAB18 WASHC2A MZF1 CATSPERG PSMD8 POLRMT MADCAM1 TRMT2A RANBP1 MED15 CRKL SNRPD3 TOP3B GGA1 HIRA HPS4 SRRD TFIP11 TPTEP1 RSPH14 POLDIP3 RAB36 SUN2 DNAL4 LMF2 AP1B1 TOM1 MCAT SAMM50 EIF3D FAM118A PHF5A ACO2 TRMU PRMT5 COCH POLE2 CNIH1 ATP6V1D ERH GSKIP PSMB5 PABPN1 PRORP PSMA6 TM9SF1 ABHD12 UQCC1 PABPC1L ADNP CSTF1 RAE1 TPD52L2 PRPF6 MTG2 DIDO1 GID8 RNF24 ARFRP1 SEC23B TM9SF4 POFUT1 SAMHD1 MANBAL CDK5RAP1 CHMP4B DNTTIP1 APMAP RBFA USP14 MYL12A CEP76 RNMT POLI RIOK3 PSMD10 ATG4A WDR13 MTMR8 FMR1 SLC35A2 TAZ FNDC3A SUPT20H PHKB LYRM1 N4BP1 DHODH CTCF CCDC113 SLC38A7 MON1B NPRL3 MPG HSDL1 NAGPA LMF1 MTHFSD CLCN7 ANTKMT FBXO31 USP31 HMOX2 DNAJA3 VPS35L LACTB CSK RAB11A CEP152 CSPP1 BRF2 INTS10 MTMR9 ECH1 HNRNPL NFKBIB SNRNP70 STX10 TBC1D17 TLE6 CCDC130 PTOV1 SGTA SNAPC2 ASF1B VRK3 PPP6R1 MED26 AKT2 PIAS4 CACTIN CCDC9 HNRNPUL1 MRPL4 RPS19 NOP53 NAPA SYNGR4 CCDC114 CARD8 ZNF175 DBP PPP2R1A RPL18A SIPA1L3 DUS4L SP4 CBLL1 MTPN OGDH DNAJB6 TAX1BP1 CHCHD2 PTCD1 SNX8 USP42 AGFG2 PLOD3 RPA3 ZNHIT1 NRF1 TMEM106B CEP41 BCL7B YKT6 PLGRKT EDF1 HPS1 RAB11FIP2 TRDMT1 SEC23IP ATE1 CUEDC2 LHPP SHOC2 MTMR4 TUBD1 RPS6KB1 RECQL5 INTS2 MED13 C17orf75 PEX12 EZH1 DLX4 ABCC3 LUC7L3 EFTUD2 TNFAIP1 IFT20 PHF12 TMEM33 OCIAD1 DCUN1D4 STIM2 ZBTB16 HSPA8 OSBP KMT5B PPP6R3 CCDC86 RNF141 CBL PITPNM1 AIP NUP98 HPS5 GTF2H1 PRPF40B PRDM4 MLEC PTGES3 METAP2 GTF2H3 EIF2B1 DDX55 RAB5B COPS7A ING4 TPI1 SPSB2 ATN1 LPCAT3 PRKAB1 C2CD5 COX6A1 PPARD MDN1 RAB23 MED23 RPS12 PEX7 FIG4 PACRG CCND3 TBP DNPH1 EXOC2 SLC29A1 HARS2 APBB3 POLR3G DROSHA RAD1 BRIX1 RAD50 IL5 SKP1 NUP155 PPP2CA TRIM23 TRAPPC13 SEC24A TXNDC15 HMGXB3 PDGFRB CPEB4 SELENOK ACTR8 TBCCD1 TIMMDC1 UMPS NCBP2 KLHL18 RRP9 ABCC5 ABHD14B EIF4G1 SPCS1 DGUOK TP53I3 GTF3C2 REEP6 PCSK4 TTC31 AUP1 HTRA2 STAT1 CCT4 EHBP1 PDCL3 CHMP3 CNPPD1 ID2 SOS1 TRAK2 NFE2L2 PLEKHA3 TCEANC2 TMEM59 ICMT S100PBP GON4L MFN2 BCAS2 SRSF11 ZBTB17 TMEM9 ADPRS MRPS15 RRAGC LGALS8 ETV3 KDM5B HMGCL CD46 ATP6V0B ABCD3 PRDX6 DARS2 RCOR3 DHDDS RPA2 PPP1R8 STAG1 KMT2A KPTN ATF6 DCLRE1B MFSD1 EEF2KMT LDAH GTF3C3 UBE2B SENP5 CCDC92 ABITRAM DYNC2I2 RAB14 RBM18 INVS VPS4B ZBTB45 FAM98A AFTPH CRIPT SLC17A5 SLF2 CAAP1 CENPL GORAB SEPTIN7P9 UFM1 ETF1 TMPO COPS5 COIL TRIM25 FAM117A PEX16 KHDRBS1 PIK3CA ZSCAN20 LRIF1 GTF3A MTERF4 MRPS2 RBBP6 NAA60 TRMT13 CCDC18 BBS9 SEPTIN7 CISD1 CDKN2C DDX39A TRIR ZC3H13 HOXC13 NFE2 KBTBD4 DNPEP WFDC3 TTPAL ARFGEF2 STX16 DDX27 NEURL2 VAMP7 SIRT5 RRP36 SNRPC ABCC10 AARS2 KLHDC3 MEA1 RPP40 EEF1E1 EMC3 CNOT1 C16orf70 HROB PPP1R12C MBOAT7 CHCHD5 POLR1B GZF1 RBCK1 MKKS MGME1 NCLN ZNF436 MAX GDF5 ROMO1 CEP250 PLAGL2 TMEM53 PCID2 COX6B1 PRDX5 BECN1 DNAJC8 ZNF384 EMG1 TRMT5 DYNC2I1 NUP214 MAP2K2 CANX IPPK ZNF484 TRAF2 ATP13A4 TMEM175 PIN1 HP1BP3 EPS15L1 CHTF18 SMARCA4 METTL25 RNF6 PMS2P3 ZFP36 TUBGCP6 GNAZ PRKRIP1 VGF DNAJB9 MTX2 PSMG2 ARHGAP22 TTBK2 INO80 MPDU1 CCNT1 ILF3 BCL2L2 EAPP ITFG1 FOXJ1 TTI2 PGAP6 SYT5 ERMARD THEM6 TOMM40 RPL36 GTPBP3 PGLS TULP4 RTN4IP1 QRSL1 RSPH3 GDF15 UBAC1 SAMD10 ATXN10 EXOSC2 FIBCD1 UBE2M TMEM160 ARHGEF16 LRRC47 MED18 DNMT1 MPP1 ZNF341 RAB11FIP4 RBSN TUBG1 PSME3 RPL27 ACLY DIAPH1 UBE2D2 NPHP4 ZCCHC9 STARD3 ZSCAN5A THAP1 PODNL1 RFX1 RAF1 ARFIP2 TIMM10B PTCD3 SCLY RPA1 EEFSEC TBC1D14 PNISR LANCL2 EIF5A GPS2 PCBD2 PCED1A SNAP25 KHDC4 IGHMBP2 CPLANE2 DCTN4 USPL1 TPT1 HSPBP1 CSNK1G2 WDR74 KRBA1 ZNF767P ACTR3B LRRCC1 CCDC59 RRAS2 ZFC3H1 DPF2 EIF2S1 CCNB1 ARL8B DPH6 PRPF38B AP4B1 LDHA CDC73 NARS1 RBM17 YARS1 TMEM165 UBAC2 CARS2 WDR36 UBQLN1 PSAT1 ISCA1 BICDL1 TRAFD1 PNPLA8 CEP162 NAT10 DNAJC14 OS9 CD164 PRADC1 CCT7 CCDC142 GNS PCNX2 URB2 TAF5L MRPL44 REV1 MRPS9 ISCU PWP1 TBC1D4 RCBTB1 C7orf25 NUP42 TBRG4 HUS1 IREB2 KAT7 NDUFB5 MRPL47 RPS6KC1 SMPD4 CCDC115 IMP4 LRRC8A TOR1A CDK5RAP2 ZNF189 FPGS MRPL50 TSTD2 NCBP1 DERL1 UBAP2 GRHPR CNPY3 TCF19 MTCH1 TAF8 C6orf52 THAP12 RAB30 TGS1 MAP2K5 NDUFAF1 KNL1 PARP6 ZNF280D BCAR3 IFT172 PPM1B RAB1A PREB SLC5A6 PREPL ATRAID CENPO MFSD13A METTL5 PPIG SLC35A5 INTS14 FAM13A NUP54 G3BP2 USO1 PPA2 MAPK8IP3 GUCD1 YARS2 KLRG1 SCAF11 GLTP GIT2 LNX2 TARBP2 MAP3K12 CSAD ZNF740 VPS33A CUL4A SLC38A6 ESR2 EFCAB11 MFAP1 ANP32A WDR61 MAN2C1 POLG SEC11A DHX38 TXNL4B KATNB1 MAP1LC3B RHOT2 RPS2 DEF8 GALNS G6PC3 CLTC C18orf21 ESCO1 WRAP53 TP53 ANAPC11 FN3KRP RPTOR ELAC1 MBD1 ZCCHC2 FBXO15 RETREG3 TXNL4A TPGS1 IFNAR1 URB1 LMTK3 GEMIN7 ZNF787 EVI5L ZNF473 RPS11 CTU1 SLC2A5 ZNF593 KIAA0319L PIGK KIF2C PSMA5 MPC2 DCAF6 POU2F1 MGST3 UFC1 PPOX NUF2 RGS5 USP21 RRNAD1 ISG20L2 TOR1AIP1 LYPLAL1 SF3B4 ENSA DYRK3 EIF2D ILF2 INTS3 ACP1 SNAP47 SRP9 GUK1 C1orf35 PYCR2 CAMKMT EML4 ZNF514 ZC3H8 SUMF1 FANCD2 RETREG2 IQSEC1 RPL32 ATG3 OSBPL11 TRPC1 MANF LYAR TBCK RPS3A NDUFS6 SRD5A1 SKP2 BDP1 BTF3 G3BP1 BOD1 ZMAT2 TRIM41 FAM193B SHPRH ARMT1 GNA12 C7orf50 PURB MAP11 ZNF182 KRBOX4 ZNF41 OGT CCDC25 CHMP7 ERLIN2 EIF3H NDUFB9 TATDN1 C9orf72 MFSD14B STOM MRRF SLC25A25 LRSAM1 GPR107 DPH7 MSRB2 RSU1 FRA10AC1 LIN7C PGAP2 DGKZ SLX4IP KAT14 B3GAT3 DSN1 YTHDF1 TRPT1 NUDT22 CDC42EP2 VPS51 TAOK2 TMEM219 TMEM218 SAP18 MIA2 CCDC102B UBC IPMK SRFBP1 UPF2 CDC123 QTRT2 PIGF AMN1 MZT2B FAM168B C18orf25 XRCC4 DCLRE1C SAR1B RAD17 ANAPC1 RANBP2 TRAPPC8 NMRAL1 ING1 UBP1 CFDP1 SREK1 PPP2R5E DNAAF1 ROBO3 ENPP3 MRPL39 DPH3 OXNAD1 ANKRD40 AK9 ATP6V1C1 GTF3C6 TRMT44 OXA1L SETD9 ZKSCAN2 DEPTOR RNF20 RMND1 ADK DCK DPY19L4 N6AMT1 USP16 BACH1 PCGF6 EEF1A1 HK1 PHF6 ZDHHC5 NPTN AIFM1 NSMCE2 ZNF689 PRR14 FBRS SASS6 GALK2 SEC13 NECAP2 HTR5A LCA5L SLC35B2 TAB3 SLC37A3 SPPL3 PEX10 PTPDC1 RHPN1 FANCC MITD1 FAM86C1P ZC3H18 RNF166 USF1 DEDD ZNF276 B4GALT3 NDUFS2 TOMM40L CCAR2 MIS18A ALG8 RCAN1 CELF3 GPBP1L1 TMEM69 ATP6V0D1 PSKH1 IQCC SSU72 FAM86C2P HSF2BP RRP1B TRAPPC10 C9orf116 TAOK1 DEDD2 SHC1 VPS11 UBE2Q1 ANO10 RUSC1 GBAP1 SLC25A44 IER2 CPSF4 SQSTM1 AP2M1 PLXDC1 SAP30BP PRPSAP1 TMEM143 RACGAP1 WDR90 JMJD8 SPSB3 AMDHD2 UBXN1 TTC9C COA7 PARS2 GMEB1 LZIC PEF1 RBBP4 FAAP20 ZNF326 ZNF281 C1orf74 BROX MRPL55 TYW5 MAIP1 PRORSD1P NUP35 IWS1 PYGO2 ARPC2 TMEM79 CCDC191 PSMD6 CCNL1 SLMAP SMIM14 U2SURP MTHFD2L KIAA1143 KIF15 WDR43 ZDHHC3 ELP6 RPL39L BAP1 RFT1 UVSSA AIMP1 DNAJB14 RNF123 MFSD8 ABHD18 WDR82 TMEM144 ARFIP1 LMBRD2 C5orf63 GRPEL2 TIGD6 SERINC5 CITED2 DCBLD1 RPS14 COG5 CAMLG BRI3 NOS3 WASHC5 UBAP1 KIF27 PGAP4 CARD19 NDUFB6 ARHGAP12 MARCHF8 SKA3 RPUSD4 NUDT5 TAF3 ABRAXAS2 GHITM SPACA9 METTL17 CCDC186 METTL3 UBTD1 E2F7 SLC39A13 PSMC3 PTER CEP57 NOLC1 COPS2 FRS2 RPL27A TMX3 FAM86GP MCM7 ZNF3 TK2 COG1 AP1G1 RCCD1 MAPRE2 MARS1 TTC16 FAM102A TRUB2 COQ4 SLC27A4 CCDC103 SP2 CRK KATNAL2 TEPSIN RRM1 ZNF226 ZNF180 PPP2R3B VKORC1 GPX4 MVD TRAPPC2L DHRS13 HDGFL2 WDR81 HSD11B1L CYB5D2 ZNF83 RCOR2 SPRYD3 NDUFV1 MIS12 MRPL58 SRP68 TMEM68 E4F1 ECI1 ABCA3 KCTD5 FTH1 CTNNB1 ULK4 FADD LTBP3 COPS6 KIAA1586 MAPK1IP1L ZCCHC4 SMIM4 ARF4 POLR3D FNTA CDKN2AIP DYNLRB2 AHCYL1 ZNF507 STX18 ZBTB49 DDX19A TMEM129 MFF HNRNPH1 CD2BP2 LMAN2 THBS3 GUSBP12 SLC33A1 CRADD CT55 C15orf40 SPNS1 DUS1L TAPT1 CSGALNACT2 OTUD3 GUSB ZNF764 ZNF747 SF3B5 TIGD4 ZNF778 PDCD6IP ZNF212 CRTAP TMED10 HARS1 PA2G4 IRF2BP1 TRIAP1 RNF139 TSEN34 MSANTD4 TPT1-AS1 DNAJC24 ZNF160 DCDC1 KYAT1 TRMT61B MFN1 TADA3 SOCS5 C1GALT1C1 C9orf16 MORN4 NAIF1 GAA CANT1 ESCO2 MRPL36 ZNF581 ZNF524 ZBTB26 SPACA5 ZNF584 CLSTN1 BPTF WDR87 RPS7 SHLD1 NME6 CYCS TEFM ISG20 C5orf34 DPAGT1 HINFP C2CD2L PRSS27 BANP HCFC1 RAD9A WASHC2C ZMAT3 TMEM217 RNASEH2C KAT5 COQ2 MRPL57 COMMD1 MTX1 CKS1B GPR137 MZT2A THAP2 RNASE11 ZNRD2 SMARCC1 MST1 GMPPB NMNAT1 EIF1 ENDOV PHC3 FBXO45 C16orf91 CYB561D1 CTU2 PIGG DDX23 LIG4 SNAPC5 BBS1 AKIRIN1 ZNF497 ANGEL2 TMEM167A SRP72 YIF1A CNIH2 RSRC1 CATSPERD PTDSS2 MICOS13 ATR VCPIP1 SH3BP5L PARL MED16 AURKAIP1 TTLL11 RUVBL1 B3GALT6 MBLAC2 SLC35A4 CCDC57 ZBTB8OS DNAJC30 SPRYD4 ACSF3 LRRC37A3 MIR7-3HG DPP7 SMCR8 MTHFR IRAG1-AS1 ZBTB34 FAM210A CHD9 GATD1 MAN1B1 TOP3A NINJ2-AS1 ZBTB33 PIDD1 RPLP2 HASPIN CSTF2T GBA CASC2 AGTRAP SRRM3 THAP5 TMEM94 TMEM187 SVBP RIC8A IMP3 SH2B1 KLHL11 SLC25A20 EPM2AIP1 ZNF713 RIIAD1 RFLNA GAK ZBTB7A TUFM SNX18 SAMD4B ZNF664 GVQW3 RAD23A ARID3B MKRN3 SHARPIN GCC1 MAF1 PIPOX BBS10 FIZ1 MED14 EMC3-AS1 MIGA1 SMG1P3 ZNF746 MRPS23 PRKAG1 TMEM259 CLN8 NPLOC4 MFSD5 TSPAN10 RPS17 TMEM198B ALG12 ZNF721 HMGN4 GDPGP1 DDX41 EP400 TENT5C PCBP3 TRMT12 ALYREF TBL3 DIABLO ADAP2 CRELD2 PGP SNRNP35 C11orf72 PCDH9 PKP3 PLA2G6 TOP1MT DUSP8 XPOT ZBTB40 DYNLT2 PTRHD1 NOC4L SIVA1 UBOX5 CIB1 RPS27L FAF1 PURA DDX51 ZNF445 CDNF CCDC137 PRKN MRPL30 SH3BGR SEPTIN7P13 SP1 MRPL40 P4HB BRWD1 PMEL ADAMTSL5 WDR53 DMWD DNAH14 LAMP1 AIDA CDIN1 CIDECP1 POLR1D MST1P2 ZNF501 TMEM222 SMYD4 LYRM7 MAPT TMEM17 PTRH1 RPS19BP1 HSPA14 IFT140 ISG15 EXD3 C17orf97 TMEM203 LRRC74B LAMTOR4 DCUN1D3 TUBB4B CENPP GTF2F2 BLOC1S5 FAM83G NDOR1 CLN3 CYP51A1-AS1 NOXA1 NELFB ZNF292 ADAT2 LIN54 SLC35E2B HMGB1 WDSUB1 ZNF79 STK40 PPIA SUPT3H POM121 NTNG2 LONP1 TRAPPC2 GDAP2 HDAC2 SDHAF3 ERI2 LINC01560 ARHGEF12 ZNF252P AP2A1 ZNF585A METTL9 ZNF398 ZGPAT ZNF785 MRPL21 ADARB1 SHPK IPP ZNF665 RAB40C ZNF624 CDC42SE1 RPS26 MCMBP EME2 ZNF81 ATAD3A FAM118B ZNF181 INKA2 RPL12 AKAP17A LEKR1 SNHG12 NOL8 HIBCH ZNF251 WWP2 UVRAG ITSN2 ZNF583 TMA16 ARMH1 DDX39B C6orf89 SLC9A6 FOXJ3 CHAMP1 OPA1 LTN1 TYW1 PRC1 C1orf174 RPL39 SMG5 SGMS1 MIR210 MIRLET7I VTRNA1-1 VTRNA1-2 RNU6-1276P RNVU1-21 RTL8A SYS1 GGNBP1 PFDN6 OXLD1 TAP2 STK19 DXO SKIV2L NELFE CCHCR1 TRIM39 PPP1R11 AKT1S1 LINC01556 AC008429.1 TTC25 DCTN1 ZNF425 C12orf73 SLC35B4 SDHAF1 E2F4 TMEM170B TECPR1 ITSN1 CRYZL1 CEMP1 P2RX6P FOXL2NB HACD2 RNU6-1 SNORD101 RNVU1-15 RNU6-2 RNVU1-14 RNU6-9 MIR7-3 MIR638 MIR320A SACM1L IGLV3-21 SCAF8 TRIM59 DNLZ SUPT4H1 QTRT1 CHUK ARL2 SRA1 HEXA NDUFS3 PPP1CB CENPBD1P1 AC019080.1 ST7-OT4 C19orf38 AC009053.1 BBIP1 FAM187A ZSWIM8 CAPN14 TOMM6 HNRNPUL2 PHB2 NEURL4 FASTKD5 VPS16 TMEM167B ZC3H11B AC092506.1 CROCCP2 CCDC7 CKLF ZNF579 UMAD1 RNU6ATAC MIR1289-1 AP4M1 CCNL2 UBA52 ZNF630 HDAC4-AS1 RN7SKP114 RNA5SP21 EXOSC6 LAPTM4A-DT ENTPD3-AS1 CCNT2-AS1 PPM1F-AS1 HCG14 GUSBP6 SMIM13 LINC00853 MRPL20-AS1 NDUFAF8 LINC00337 CYP4A22-AS1 LINC00115 SGMS1-AS1 NUP50-DT IGLV3-4 ATE1-AS1 WDR46 CSE1L-AS1 ZNF731P SNAP25-AS1 LYPLAL1-DT GEMIN8P4 GUSBP11 LINC02585 LINC01004 LNC-LBCS HDAC2-AS2 PROB1 MRPL45P2 LINC01128 SEPTIN7-DT UBAC2-AS1 AC076966.2 ZNF688 PET100 LIMD1-AS1 GTF2IRD1P1 ZNF341-AS1 HCG18 GORAB-AS1 AGBL5-AS1 AC067945.2 PET117 SEC1P SNHG7 AC016876.1 PDXP-DT LINC00430 UFL1-AS1 KRTAP5-AS1 DDX39B-AS1 BOK-AS1 RPSAP31 ZNF736 MED14OS HNRNPUL2-BSCL2 ID2-AS1 ZSCAN31 HGH1 PPP1R3E SSR4P1 SMIM27 AC002310.1 FAM21EP PEF1-AS1 BHLHE40-AS1 CPB2-AS1 MFF-DT AC127070.1 Z97634.1 LINC01409 FAM21FP LINC00649 ABCA17P SNORD54 SNORD13 MYLK-AS1 LINC00888 SMKR1 COX19 RPL13P5 ISY1 RN7SL521P LINC00881 ARHGAP31-AS1 PDXP AC141424.1 ARPC4 AC002467.1 ATP5PO MRPL20 AP5Z1 MRPS31P5 ZNF487 NME2 ACY1 NFS1 FAM86DP TMEM199 RNF139-AS1 BDNF-AS ZNF585B CEBPA RAB30-DT KCTD21-AS1 MIR210HG CKMT2-AS1 STX18-AS1 DPH6-DT CDK11B LINC01962 OXCT1-AS1 ZNF436-AS1 SRD5A3-AS1 ARPC4-TTLL3 RPL32P3 FAM86EP SNORD27 RNA5SP473 SHLD3 CERNA3 ALG1L13P RHPN1-AS1 WAC-AS1 CKLF-CMTM1 SYS1-DBNDD2 BORCS8 STX16-NPEPL1 SNHG9 AP006621.3 UVRAG-DT POLR2M ZNF252P-AS1 BRWD1-AS2 URB1-AS1 ZBTB11-AS1 AP001160.1 GATC AL132780.1 FNTB SLC7A5P2 PDF AL160314.2 BCL2L2-PABPN1 AL359317.2 BLOC1S5-TXNDC5 ACTN1-AS1 NDUFAF4P1 AC027682.1 AC105411.1 AL050341.2 RBM15B AC008074.2 CD2BP2-DT ZNRD2-AS1 AC099778.1 HEXA-AS1 SNAI3-AS1 Z95115.1 AC124068.2 AC117382.2 AC012184.3 ISY1-RAB43 CORO7 AC024361.2 RNF213-AS1 ZNF213-AS1 TAPT1-AS1 NFE2L1-DT SRSF8 AP000845.1 MIR4795 MIR4258 MIR3124 AC018521.5 SNORD84 MIR5188 EEF1E1-BLOC1S5 MIR3178 MIR5091 MIR4479 MIR4512 MIR4754 AC011444.1 AC027097.1 ILF3-DT RNF157-AS1 AC022098.1 AC008752.2 CEBPA-DT AC025048.4 AC006116.7 LIN37 MZF1-AS1 CARD8-AS1 PTOV1-AS1 NAPA-AS1 FMR1-AS1 AL118506.1 MAN1B1-DT AC010618.3 SLC25A53 AC009061.2 NCBP2AS2 AC104109.2 HCG17 AC016355.1 AL451085.2 CYB561D2 AL035530.2 ARF4-AS1 AP003392.5 AL451050.2 FAM193B-DT BTF3-DT GTF2IP20 TIMMDC1-DT LINC02018 DCP1A ARL2-SNX15 CSGALNACT2-DT TMEM167B-DT SNORA78 TAF9 RNVU1-27 RCC1L SNORA16A ZKSCAN2-DT RNU11 SYNRG ZNF2 MIR4734 RNVU1-26 MIR5787 RNVU1-19 CCL15-CCL14 AATF CCL15 RNU12 TYW1B H4C4 PIGW PSMB3 MYO19 MIR6781 MRM1 H3C10 FLJ30679 PAGR1 MIR4521 KBTBD11-OT1 MIR5087 ZNF586_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF586_TARGET_GENES MVP RUFY3 OAT TMEM131 TXLNA FKBP5 ERCC2 SSBP1 CPD NECTIN1 HES1 DNAJC16 LOXL1 CASP9 CATSPERB MRPL44 CYP4V2 PLPP5 LINC01931 CERCAM ZNF778 ZNF540 TEFM GBA ADAP2 MED12 ZNF461 MTCO3P12 CUTALP WEE2-AS1 HMGB1P11 LOXL1-AS1 MIR1273C AC023282.1 UBP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/UBP1_TARGET_GENES SCYL3 C1orf112 ANKIB1 CYP51A1 KRIT1 RAD52 HS3ST1 LASP1 SNX11 M6PR CFLAR FKBP4 KDM1A PDK4 CDC27 PRKAR2B PDK2 ITGA3 BAIAP2L1 TTC22 PAF1 CCDC124 TRAPPC6A CEACAM7 ST7L MYLIP E2F2 JARID2 NADK NFIX RPS20 UBE3C REV3L VTA1 BAZ1B SPRTN ZNF207 UQCRC1 NME1-NME2 MKS1 AKAP8L MBTD1 UTP18 PTBP1 PIK3C2A ANLN PPP5C SEMA3B ELOVL5 MAP4K5 PSMC4 NUB1 POLR3B RNF14 UFL1 MATR3 SLC11A1 TTC27 AQR STRAP HSF2 HSD17B6 RNASET2 SLC39A9 NUP160 PNPLA6 ALG1 ABCF2 SH3YL1 CUL3 ZZZ3 RPL26L1 PARP3 JADE2 CNTLN TPR JKAMP LETMD1 BCAR1 RAD51 PIK3CB HEBP2 ANAPC4 LY75 PTPRN KIF1B USP36 ATG5 SEC61A1 RIOK2 PSD GPBP1 VMP1 APPBP2 SPHK2 RPL18 CA11 U2AF2 MED29 INTS13 BORCS8-MEF2B RFXANK PMS1 MCM10 DGKA ERBB3 GSTO2 ME1 SLC9A7 PDE4A PLPP1 TP53BP1 RASSF1 ATP11A LAPTM4A PPP2R5B KCNAB2 MAPK6 RAB27A ELP1 NUCB2 RNF126 ASNS AP3M2 OSBPL3 SNX13 TRIB2 STK10 DERL2 LLGL2 KDM5A EED BCS1L DPP8 TIPIN SEMA3A TIMM21 FOSL2 ACTB BAZ2A CTTNBP2 NFKB2 SYNJ2 TOLLIP LXN RAPGEF3 CIC FDFT1 PGM1 DNM2 RAB21 SRCAP MEF2C UBA5 CDC14B DUSP12 CADPS2 SMARCD3 GEMIN5 SEMA5B ERC1 TDRD3 NUFIP1 CYLD CHMP2B ZMPSTE24 STARD7 AGBL5 MAPRE3 PREP ATG16L1 CHMP5 ACHE SRRT PSMC5 OGFOD1 TXNDC16 DDX18 KIF9 ANAPC5 RPLP0 RPH3A KIF16B CHGB FXYD5 GRAMD1A FXYD3 MLF2 OTUB2 GPATCH2L BLVRB SLC9A1 MRPS33 NDUFB2 GOLGA3 GLG1 PLEKHG2 SEL1L3 SPAG7 HECTD1 SUPT16H TOX4 SEMA6A MYL6 MFSD11 HDAC6 AAAS SUCO HOOK2 EPB41L4B PSMD5 NANS TLL2 CREM NRP1 MZF1 PSMD8 SETD1A CIRBP TIMM13 GADD45B TRMT2A RANBP1 SNAP29 CABIN1 RNF215 SNRPD3 GGT1 SLC35E4 POLDIP3 TAB1 MIEF1 SAMM50 TXN2 IFT27 ST13 PHF5A ACO2 TRMU SDR39U1 SOS2 CGRRF1 TMED8 AHSA1 SIX4 ERH ACIN1 ARHGAP5 EMC9 GSS RAB5IF PRPF6 PRELID3B MTG2 SLCO4A1 CDS2 TLDC2 FAM83D PIGU APMAP MYL12A LIPG SLC35A2 CAB39L ARHGEF7 MGRN1 CENPT N4BP1 ARL2BP MMP15 SLC7A6OS CMC2 MTHFSD NUBP1 GSPT1 CDIPT SYT17 LACTB RAB11A TMEM87A DTWD1 OIP5 SLC30A4 CSPP1 NBN GDAP1 NDRG1 UBR5 SQLE MTMR9 R3HCC1 MCM4 GYS1 SARS2 SNRNP70 RNASEH2A OAZ1 TBC1D17 ASF1B TBCB POLR2I PRKD2 HNRNPUL1 TGFB1 RPS19 ICAM5 ETFB NAPA MEGF8 KDELR1 CYTH2 CARD8 LIG1 DBP FAM83E RPL18A LSR ZNF574 SMG9 RUNDC3B GTPBP10 CDK6 PMPCB PON2 TTC26 H2AZ2 HOXA6 SSBP1 CPVL PLEKHA8 GARS1 CRHR2 GHRHR CASP2 PTPRZ1 WASL FBXO24 RBM28 MEST MRPL32 TMEM248 YKT6 SEC61B KDM4C BAG1 NPDC1 ABCA2 PHYH RASSF4 DDX50 SEC23IP TLX1 LZTS2 KAZALD1 ANKRD26 PITRM1 DKK1 TFAM PSMD3 RAPGEFL1 RGS9 KPNB1 GOSR2 PNPO INTS2 RNF167 SLC25A11 C1QBP GOSR1 DRG2 FTSJ3 AKAP10 ALDH3A1 B9D1 C17orf75 MRPL27 LRRC59 HDAC5 ABCC3 PRKAR1A SUPT6H TMEM33 AREG RPL34 GRPEL1 FRG1 TBC1D19 SH3D19 MFSD10 NCAPG FNBP4 OSBP PRPF19 EIF4G2 SLC35F2 SOX6 PITPNM1 PSMD9 PRPF40B SLC11A2 MVK CAMKK2 ATP5F1B RSRC2 PPM1H WNT5B ITFG2 ARPC3 GPN3 VPS29 NAA25 LTBR GTF2H3 EIF2B1 SLC38A1 COPZ1 GAPDH NOP2 CHD4 COPS7A ING4 CDCA3 TPI1 SUDS3 HCFC2 C2CD5 RWDD1 FAM184A RNGTT HINT3 MAPK14 MDN1 ASCC3 MED23 ALDH5A1 RPS12 GMNN PHF1 BYSL FAM120B TMEM30A VEGFA HARS2 MAN2A1 GHR HMGCS1 HSPA9 TMCO6 HMGCR FAF2 LNPEP PDE4D RAD50 IL5 NUP155 TCERG1 CSNK1A1 HMGXB3 PDGFRB STC2 CPEB4 AMOTL2 PCCB CEP70 PDCD10 USP4 ACAP2 BBX IFT57 IQCG NCBP2 SCAP PLSCR4 RRP9 RTKN TP53I3 EIF2B4 SNX17 PCGF1 STAT1 UNC50 MOB4 KDM3A HDLBP PROC HPCAL1 GORASP2 DCAF17 ORC2 ARID3A NFE2L2 STXBP3 AMPD2 SRSF4 S100PBP MEF2D C1orf21 TTF2 ADPRS EXOC8 C1orf109 MTR MYCL RLF ZNHIT6 RBBP5 CR2 IPO13 AKR1A1 NSUN4 DARS2 IRF6 RSRP1 SLC35A3 STMN1 RPA2 TXNDC12 KPTN USP35 UBE3D DCLRE1B MYL12B MFSD1 UCHL3 HEATR1 ABITRAM DYNC2I2 SET CNTRL NDUFA8 MAPKAP1 ALG2 VPS4B DNAL1 MLH3 COQ6 ATAD2B GPAM HELLS TCTN3 KANSL1 CD274 WDR55 CENPL WBP4 ELF1 FAM53C SIL1 PAIP2 SERP1 NR2C1 GLT8D2 TNFRSF10B PTK2B COPS5 COIL FAM117A PLBD1 PYROXD1 PSPC1 PEX16 TNFSF10 RPL5 SEPTIN7 KLHL7 NT5C3A ARL4A POLM SLC25A51 CYREN P4HA1 RBM19 CDKN2C SPRYD7 TSFM ORMDL2 ATG101 IKZF4 TUBA1B KBTBD4 AMD1 MORF4L2 METTL8 TTC21B PIGT STX16 MTRR FASTKD3 STAMBP NAGK MPHOSPH10 USP22 ABCC10 OARD1 MED20 GNMT RIOK1 RPP40 WNT1 GOT2 HROB BMP4 MRPS7 GGA3 SLC25A19 TTF1 GTF3C4 TNFSF9 RPL23 ATG4C RTN2 EML2 SYMPK SDCBP2 SNRPB ERGIC3 UROD TMEM53 MCF2L PRDX5 PRMT1 BECN1 ZNF384 EMG1 L3HYPDH NUP214 COX7C EPS15L1 GFER METTL25 TNFRSF19 RNF6 PEX1 MTERF1 RBM48 DGCR6L TST LSM8 MKLN1 KLHDC10 MRPS12 MYO1B GAD1 ORMDL1 HERC2 EIF2AK4 ELL3 INO80 DLL4 IVD ARPP19 ANAPC13 MBD4 SUMF2 PIMREG FXR2 CCNT1 PUS7L RAB2B PARP2 MIS18BP1 SEC14L1 GALNT8 ECSIT NECTIN2 TOMM40 FAM98C SAFB2 RPL36 COLGALT1 MRPL34 RSPH3 ZSWIM6 CYP2E1 CEP85 ADRM1 NPAS1 EIF3G C12orf65 PPIL4 SYNE1 ULBP3 GGT7 F12 NR1H2 KIF3A PSME3 RPL27 ANKHD1 DIAPH1 NPHP4 IL13RA1 STARD3 CHD1L PDHA1 SNRPA1 DNAJB1 RAF1 IMMT PTPRE PNISR FIGNL1 UTP3 H3-3B VPS13B PCBD2 PRMT7 PCNA KHDC4 TOE1 NASP MUTYH LPIN3 AP3B1 PATJ SLC14A2 GPALPP1 KMT5C RTN3 C1QTNF6 C12orf29 IPO8 CCDC59 ARNTL SBF2 HSD17B4 NUMB MRPS36 CDK7 GNAT2 PSRC1 LAMTOR5 AP4B1 LDHA CDC73 RPS15A RBM17 TMEM241 RERG PIWIL4 YARS1 GNL2 HOOK1 BTF3L4 TUT4 DSG3 TPGS2 TIMM10 DHX34 FADS2 CLOCK APC CCNJL TBX3 TMEM243 PNPLA8 SRPK2 SYNCRIP PRR5L ATP5MC2 PRPH ITGA7 BLOC1S1 TSPAN31 COQ10A ZC3H10 ACVR1B REPS1 CCT7 PIGC TTLL4 SERPINE2 TSGA10 MRPS9 SCYL2 TBC1D4 MED4 SPRY2 SETDB2 C7orf25 IGF2BP3 TBRG4 DBNL CIDEB ADAMTS7 CIB2 RSAD1 NMT1 TEX2 KAT7 EPRS1 ABI1 NIPSNAP3A ZNF189 MRPL50 WDR38 TRMO MYC CD72 TMEM8B GRHPR FOXP4 TFAP2A FRS3 FLOT1 CLPS NRM CPEB2 FHDC1 THAP12 NUMA1 CREBZF PRCP TMPRSS4 YAP1 CTDSPL2 MAPKBP1 KNL1 HAUS2 PARP6 ZNF280D RSL24D1 GCHFR BCAR3 SULT6B1 RAB1A SLC5A6 ATRAID ACTR1A DUSP5 ASNSD1 METTL5 IDH1 ITGAV USP8 SECISBP2L GLCE PARP16 HERC6 G3BP2 CCNG2 PPA2 PPP3CA SLC39A8 GUCD1 CPNE8 YARS2 FGD4 KLRG1 TAPBPL SCAF11 MARCHF9 TMEM19 MMAB NABP2 SMARCC2 LMBR1L MYG1 ESYT1 WDFY2 RHOF FRMD6 NAA30 PTGR2 TCF12 LYSMD2 SRP14 HMG20A SCAPER NCOA2 DNAJA4 ARRDC4 ADAMTS17 SCAMP2 FANCI ABHD2 MFGE8 UNC45A FURIN CDR2 TCF25 UTP4 GFOD2 SCRN2 CLTC C17orf64 TAF4B AFG3L2 ESCO1 PELP1 WRAP53 TP53 CBX8 FBXO15 MIEN1 TPGS1 TMEM91 SAE1 EVI5L FAM71E1 CNKSR1 RPL11 ZNF593 ITGB3BP CCN1 TINAGL1 RPS8 MTF2 TMCO1 POU2F1 UFC1 RGS5 FCRL5 ISG20L2 TOR1AIP1 ZNF687 TARS2 ENSA MRPL9 OAZ3 DYRK3 EIF2D ADAM15 SLC39A1 CREB3L4 HCN3 SRP9 GUK1 CALM2 MRPS5 SFXN5 UBR3 RAB5A OSBPL10 RPL32 NCEH1 MANF ECE2 FIP1L1 SETD7 ROPN1L PLK2 HAPLN1 ANKRD31 IQGAP2 BDP1 SLC30A5 SLC25A48 DDX46 FBXO38 G3BP1 TPBG SLC18B1 AIG1 AGBL3 LUC7L2 RPL10 CHMP7 MRPS28 MTDH EIF3H UTP23 IDNK GSN ASB6 MIGA2 NOTCH1 COMMD3 RSU1 POLR3A DNAJB12 TAF5 PPRC1 CNNM2 PDCD11 ADM SYT8 RPS3 NPAT ATM LAMTOR1 FADS1 KIRREL3 MPZL2 CNBD2 PLCB3 MRPL49 FAU TM7SF2 VPS51 ALDOA HIRIP3 HMGA2 SAP18 KIAA1328 FSIP1 MTMR12 PPP1R1C C2orf50 UBC RAD9B TMEM18 FER VIPAS39 EPS8 ZNF827 KIN CENPU BICD1 FBXO4 AP1S3 TLCD4 SMPD4BP PFKM TMEM123 SPEF2 MBNL1 NADK2 SAR1B DNAI4 PRDM8 MARVELD2 HNRNPU ING1 ZDHHC7 LGI4 CABYR UBASH3B ROBO3 ENPP3 BUB3 CCDC173 TSEN2 CCDC174 CXXC1 CCDC144CP EME1 VOPP1 AZIN1 SLC16A1 CNOT8 RBM45 LSM11 RAET1L TMBIM4 VPS37A MIDEAS FAM161B ADK NDUFAF6 SFR1 ATP5MPL PCDH1 SH3RF2 FBXO43 UBE2L6 ZDHHC5 NPTN BAG4 NTAQ1 ZNF689 PRR14 PHKG2 MALSU1 GALK2 LHFPL4 FCHO2 ODR4 NECAP2 STEAP2 GATAD1 IL34 ZNF19 FAM81A MYO1E ETS2 SLC38A10 AP3S2 SPPL3 RADIL AHCYL2 ELK4 DUSP23 USF1 FBXW5 PAXBP1 GART SON ATP5MC1 CBR1 ATP6V0D1 FAM131B BSDC1 ZER1 ZDHHC12 DEDD2 TLCD1 SAFB IL6R RUSC1 PMF1 FGFR4 ZNF394 LRRC14 SQSTM1 MGAT4B DMKN PLXDC1 SRSF2 EMC10 JOSD2 PLCD3 SYCE2 RPL26 CLPB TAF6L SYVN1 CZIB RAVER2 PEF1 CAMK2N1 FAAP20 C1orf52 SLC30A7 ARPC5 KLHDC9 RBM15 B3GALNT2 PUS10 PEX13 TYW5 MAIP1 CFAP36 BBS5 SCNM1 S100A11 NIPAL1 ANTXR2 PMVK CLDN1 TRIM46 KRTCAP2 TSACC CCT3 CIP2A AZI2 STT3B SERPINI1 CLASP2 PRKCI EFHB RPL22L1 ICA1L SNHG16 NEPRO PSMD6 CCNL1 RPP14 CRELD1 U2SURP TTC14 SMIM12 ZMYM6 POLR2H TMEM41A SENP2 IFT122 RPL39L ZNF691 METAP1 BDH2 ATRIP SPRY1 TMEM144 MOCS2 SERINC5 CAGE1 LINC01600 SEPTIN8 GDF9 UQCRQ KIAA0895 STK17A RPS14 COG5 SLU7 BRI3 TMEM184A FMC1 SNAPC3 UBAP1 FXN DDIAS RPL36AL NEMF ARF6 KBTBD6 ATP5F1C COMTD1 BORCS5 ZNF219 CCDC186 TRUB1 TCP11L2 DEPDC4 FRS2 CCT2 FAM227B WBP1L RAG1 ATMIN LEO1 ZNF143 ZNF3 A2ML1 TK2 HSP90B1 SLFN5 FAM111A TMEM170A NEMP1 NAB2 C15orf48 MAPRE2 MARS1 NUDT21 PBX3 GOLGA2 SP2 GPRC5B FBXO22 HDHD2 RAB8A JSRP1 CACNB3 DHRS13 CORO6 TMC4 TTYH1 ZNF146 DAPK3 HDGFL2 KIFC2 SLC43A2 TSR1 HSD11B1L C19orf48 SPRYD3 NDUFV1 MRPL58 RAB26 MLST8 ABCA3 RAB3IL1 SLC3A2 BATF2 MAPK1IP1L LMBRD1 ZCCHC4 THAP11 PCMTD1 ARF4 SEPTIN2 TAP1 STIP1 POLR3D HEXIM2 TMEM223 TMUB2 STAT3 GFM1 TPTE2P5 MAT2A FEM1B MAP2K1 XPO6 RAB24 PRELID1 SLC50A1 EFNA1 HINT1 DTWD2 INO80E NFU1 APLF MT1E DCXR NLGN1 HNRNPF YWHAG TMEM192 SIK2 CCDC144A PDCD6IP GON7 UBB KRT8 METTL7B HARS1 NUDT9 PA2G4 TMC7 ARL6IP1 NUDCD2 ACYP2 ATF7 DYDC1 TRIAP1 RPS9 GSTA4 MSANTD4 SOCS5 NAIF1 SCAND1 FAM241B GAA CANT1 ZNF581 DLK2 ENC1 METTL18 MLLT3 EIF2AK3 FRMD3 C5orf34 POP7 FIBP BANP RAD9A TMEM134 ZFAND4 MUS81 HOXC5 RPL38 CES3 DMXL1 ZNF621 KAT5 COQ2 TRMT112 KDM2A NOC3L ESRRA RHOD GOLGB1 MZT2A MAP3K11 NAA20 ZNRD2 PEAK1 CHD2 CEP83 SCAI PSMD1 JUP EIF1 GPR160 ATP5MD UBXN2A C16orf91 RGMB PIGG SLC16A13 EXO1 SNAPC5 MFSD4A MRPL11 MSL2 BTC RSRC1 PTDSS2 ASPHD1 TRAF6 PARL ZNF408 ARHGAP1 TP53I11 LSM1 CHRNA7 EIF3F PAAF1 ERCC4 AURKAIP1 SWI5 CRLF3 EID2B SPRYD4 LPCAT4 MYO1D ZNF843 RBIS C8G EFCAB5 ZDHHC13 ACER2 ANO6 CHD9 RABEP2 CSTF2T GBA ACAD9 SRRM3 CRACR2B CCDC184 ASB8 SH2B1 PLEC WDR6 TMEM11 NT5DC1 COX14 PARP10 TMEM139 EFCAB13 TUFM FBXO34 SNX18 EXD1 AURKB MRFAP1 GVQW3 CLK3 ELMOD2 ALOX12B SHARPIN PLD6 MAF1 CITED4 C14orf119 FIZ1 MYLPF OAZ2 TIGD2 ZNF594 PPA1 CAPS2 ACBD4 MRPS23 CLDN7 COA4 PRKAG1 GINS3 CREB3L2 GLRX5 MFSD5 EPHB3 LINC01006 ANXA2 RPS17 CCDC87 RPL35A CEP63 CADM1 ARHGEF37 RABIF RUVBL2 DAZAP2 SF3A3 TREX2 SERHL2 TRIM52 MACC1 KIRREL1 TBX1 LRTOMT UBE2F C11orf72 KNTC1 HDDC3 KRBA2 SERINC4 NDUFA6 SIVA1 DGAT1 AP3M1 CA13 UBOX5 FAF1 PGBD2 PRMT3 TEDC1 TNFAIP8L1 RAD51D ROR1 FAAP100 SP1 ZBTB3 MORN5 PRAME ANKFY1 MORF4L1 MATN1-AS1 CENATAC POLR1D ZNF749 NUDT17 KPNA4 GPATCH8 MIR22HG ARAP1 LYRM7 ZNF397 POFUT2 C1QL4 NAP1L1 CMC1 RSBN1L EPOR CHP1 PLEKHG7 PTMA TRPV2 C2orf88 TMEM203 THSD4 MCRS1 ZNF70 ANKRD19P ZC3H6 TUBB4B COMMD6 CENPP SELL FAM221A KCTD21 ALKBH2 TMEM120A BLOC1S3 UBE2Q2P1 CLDN4 CRYM-AS1 JPT1 PNRC2 S100A14 BLOC1S2 ZNF699 RNF216P1 SRGAP3 XPNPEP3 PPIA SUPT3H GARS1-DT IARS1 ZNF565 FUT4 EPHB4 XRCC6 MYL6B NCOR2 NACA SPTSSB ZKSCAN5 ZNF252P ZNF398 ZSCAN25 KIAA1671 PCBP2 PCNX3 ABCB8 SND1 SLC22A4 FITM2 ZNF860 MAP3K5 HNRNPAB SIPA1L1 HOXA4 PSAP RPL37A MCMBP ZNF780A CCDC180 H4-16 ZNF181 LEKR1 NOL8 IRAK4 MRPL42 ENTPD7 GRK6 PRIM1 ZBTB14 TMEM229B MIER1 SZT2 QRICH1 TMEM116 TCAF1 YTHDF2 ATL1 ARMH1 DDX39B C6orf89 CALM1 FAN1 DLL1 CNOT7 LRIG2 SFT2D1 SELENOM DENND4B SELENOT LTN1 CIPC PRC1 MAP3K3 DZIP3 MIR210 MIRLET7I SNORA21 RNU5D-1 RN7SKP134 SNORD46 RNY1 RNY4P3 RNU4-2 CARNMT1-AS1 EFCAB7 LRRC73 BRD2 PSMB8 SKIV2L HSPA1A HSPA1L VARS1 MSH5 MICA GNL1 ZNRD1ASP HCG9 RACK1 AKT1S1 AC008429.1 DCTN1 ZNF425 LINC02716 ARID3C PDE7A SARNP TECPR1 CNEP1R1 DENND1C LOH12CR2 C21orf62-AS1 ZCWPW2 SNORA20 MIR320A ZNF580 C1orf220 SUPT4H1 HAUS7 ARL2 SRA1 NDUFS3 NCKIPSD CLIC1 CENPBD1P1 DDX47 CCL27 GANC SMIM7 FBXO16 ALG3 SMIM30 TTC41P APTR MBLAC1 STARD10 CDIPTOSP TOMM6 PHB2 CD27-AS1 FASTKD5 DHRS4-AS1 TMEM242 MARCKSL1P2 CROCCP2 CEBPZOS RPL5P18 H3C9P LL22NC03-63E9.3 LINC01465 AL441992.1 LAPTM4A-DT EPB41L4A-AS1 PPM1F-AS1 TMCO1-AS1 LINC00620 LAMTOR5-AS1 AC064875.1 TMEM30A-DT ERCC6 NOL7 SLC16A1-AS1 STEAP2-AS1 SPECC1P1 WEE2-AS1 AC064807.1 SEPTIN7-DT LINC01715 ACBD6 CCDC192 GTF2IRD1P1 KLHL7-DT LINC02558 MORF4L2-AS1 MAP4K3-DT DLG3-AS1 TRAF3IP2-AS1 IDH1-AS1 FAAHP1 RPL37A-DT ZNF687-AS1 SEC1P SNHG15 B4GALT1-AS1 UFL1-AS1 AC005083.1 RPS28 DDX39B-AS1 EIF2AK3-DT LINC01675 LINC01952 LIX1L-AS1 RPSAP31 RPL34-DT SP2-AS1 FAM133B FOXP4-AS1 DANT2 MCF2L-AS1 AC087294.1 AC002310.1 PEF1-AS1 APOA1-AS ZBED5 GUSBP5 PRKG1-AS1 MKLN1-AS NDUFA6-DT NR2F1-AS1 CDKN2AIPNL SMG1P1 RGL2 LINC01409 DYRK3-AS1 KIFC1 ABCA17P LRIG2-DT TMEM250 RNU7-27P LINC01119 NME1 SUGT1P3 GET4 ADSL AC078785.1 PSMB9 ACAD11 ISY1 LRRD1 RN7SL521P ARHGAP8 PAQR9-AS1 HYPK STAG3L5P MRPL20 MICAL3 ZNF512 ACY1 AC091153.3 UBE2V1 LINC00461 AP000787.1 FAM111A-DT FRG1-DT DRAIC RAD51-AS1 AC116535.1 RGMB-AS1 SNHG10 AC011346.1 OIP5-AS1 FABP6-AS1 AC008966.1 NR2F2-AS1 SMURF2P1 TRIM52-AS1 SRP14-AS1 LINC00992 LY75-CD302 SEMA6A-AS2 CASC11 NOP14-AS1 TRGV7 ROPN1L-AS1 RNF138P1 GMDS-DT LINC01843 RPL32P3 MALAT1 KLF3P1 MAILR CERNA3 VPS13B-DT EEF1G CKLF-CMTM1 BORCS8 STX16-NPEPL1 ANKHD1-EIF4EBP3 MSH5-SAPCD1 HTD2 AP001830.1 LINC02684 AC093510.1 SNHG1 AGAP2-AS1 PXN-AS1 CBX3P4 CTSO URB1-AS1 PLBD1-AS1 LINC02366 TMPO-AS1 AC009318.1 HLX-AS1 MYG1-AS1 LBX2-AS1 CNPY2 ITFG2-AS1 AL158801.2 AC011921.1 MAPK6-DT AC051619.4 LINC00933 AL606760.3 AL050341.2 ZNRD2-AS1 PMF1-BGLAP LINC00543 TAT-AS1 AC005837.1 GAN AC007728.2 C15orf65 LINC02168 AC087500.1 AC005670.1 MMP25-AS1 OVCA2 THCAT158 IKBKE AC025682.1 SNORD55 RN7SL208P MIR3124 SNORD95 DCXR-DT MIR4505 AC018521.5 MIR3181 MIR4674 RBM8A LINC01970 AC016888.1 NCOA4 AC022098.1 ATF7-NPFF EML2-AS1 NDUFA7 NAPA-AS1 AC132192.2 SCGB1B2P AL118506.1 EGLN2 COMMD3-BMI1 AC010531.6 AC009061.2 NCBP2AS2 TAF15 AL390955.2 LINC02427 AC008972.2 ARF4-AS1 AC100812.1 AL451050.2 NUP153-AS1 IER3-AS1 NUDT3 BTF3-DT PPP4R3B-DT ADIRF-AS1 STAG3L5P-PVRIG2P-PILRB ARL2-SNX15 C2orf15 NOL12 RNU11 SNORD25 PPP4R3B MIR6815 AATF TRBV14 TADA2A FRG1HP RPPH1 PSMB3 CISD3 AL354696.2 RN7SL3 FLJ30679 ELDR GHET1 SEPSECS-AS1 PCBP2-OT1 RN7SK ADA2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ADA2_TARGET_GENES LAS1L DHX33 ZNF195 TMEM132A AGK MARK4 PIGQ RPS20 NCAPD2 ELOA NME1-NME2 APBA3 MBTPS2 POLR3B TACC3 MDH1 NUDCD3 ZNF582 ADGRA2 MNAT1 AQR ZDHHC6 GRAMD1B ERP44 PHF20 NR1H3 B4GALT7 SH2D2A PEX3 ZZZ3 HOXC8 EDC4 SPDL1 LSG1 TDP1 AIFM2 CTNNA1 PHKA2 NOP16 FAM120A FOXN3 FAM168A ATG5 DNAJC25 SPHK2 RPL18 TNPO3 BORCS8-MEF2B RFXANK ZBTB11 THUMPD1 RRP15 PMS2P4 NAV3 SLC44A1 PTPN21 RPL31 CPSF1 PDCD2 MRPS34 SLC24A1 EIF4G3 SEMA3A VPS9D1 MKRN2 BAZ2A KLHL20 TYR SENP1 KIF22 DDX1 SLC35C2 RFX3 DLGAP4 RSBN1 EXD2 UBA5 JMJD4 TUT7 TNPO1 ITGAE SLC27A5 ZMPSTE24 MECOM AKR1B1 MTIF2 NSFL1C SLC4A11 TESC RBBP9 ANAPC5 ZNF302 GOLGA3 MCOLN1 ZFHX4 ZC3HC1 TMEM101 PPP2R3C OSGEP MFSD11 DPYSL2 ECHDC1 RAB18 MKNK2 SNRPD3 TOP3B HIRA MCAT PDGFB RPL3 TXN2 EIF3D FAM118A TRMU FKBP3 TIMM9 KIAA0586 GALNT16 YY1 APEX1 PRORP UQCC1 ISM1 CDK5RAP1 CELF4 NKAP NXT2 PGK1 RBM3 MRPS31 VWA8 NFAT5 COG4 ANTKMT UBE2I TRIP4 DTWD1 BLOC1S6 BRF2 TRIM35 STK3 SNX16 EEF1D ERI1 MTMR9 MCM4 NUMBL YJU2 BCAT2 WDR83OS SCN1B DNAJC2 TTC26 ADAP1 SSBP1 CPVL CHCHD2 RBM28 LSM5 TBC1D13 EXOSC3 GATA3 TRDMT1 PLEKHA1 MINPP1 CUEDC2 MTMR4 CDK5RAP3 PIGL DRG2 C17orf75 PSMD11 KAT2A PPP1R9B YWHAE TBC1D19 STIM2 CCKBR KCTD10 MLEC OGFOD2 GTF2H3 EIF2B1 DDX55 SPRING1 NUP107 KRR1 MRPL51 NOP2 TDP2 MRPL18 MDGA1 CCNC E2F3 MED23 ACOT13 HMGXB3 DBN1 BCL6 MRPL3 HEMK1 COMMD2 EIF4G1 SF3B6 INO80B NDUFS7 UNC50 CCT4 TXNDC9 AAK1 BCL9 ELAPOR1 MAD2L2 SMG7 MTR MFAP2 RBBP5 NSUN4 SLC35A3 NSL1 PROX1 KMT2A NDUFB3 GTF3C3 FBXW2 INVS ZBTB45 ZNF410 SUPT7L ATL2 BCL11A WDR11 ARMH3 KCNJ5 TAF12 MTRF1 NFYB PTK2B UBIAD1 SLC35B1 ZNF549 LIAS ZSCAN20 MTERF4 ZNF205 RPL5 CYREN WDR83 KBTBD4 ATPAF1 RAP2C SLC12A5 STX16 MCEE SNRNP27 MPHOSPH10 ZNF391 RPS10 NRN1 NUP153 ARMC7 POLR1B PSMF1 DTD1 SNRPB AGO3 TUBGCP3 PCID2 CAPNS1 PRRG2 SBDS ZNF384 EMG1 PLEKHG3 IPPK ATP13A4 WDR24 RNF6 EMC4 KNSTRN THAP10 LOXL1 KLK10 CDC16 GTPBP3 RSPH3 MNX1 YIPF2 MAP3K10 MED18 AAR2 NR1H2 RPL27 VPS25 STARD3 EEFSEC TMEM128 COQ3 UTP3 VPS13B PCED1A IGHMBP2 PATJ USPL1 PEMT DSTYK SLF1 MKRN1 COX16 MEIS2 WNT2B SOX5 ACP2 CLOCK NREP WDR36 USP30 RNFT2 TES PHF21A STX6 PIGC MRPL44 EIF4E2 VPS36 HUS1 TACO1 VPS45 TOR1B RPL35 ARPC5L SPAG8 ZSCAN9 YIPF3 VARS2 LRRC32 TGS1 NDUFAF1 LRRC49 TUBGCP4 RPS24 INTS14 HERC3 COPS4 NUP54 GSTCD INTS12 GUCD1 RNF185 ALG10 GLIPR1 POC1B AMDHD1 ABHD13 CUL4A WARS1 ZSCAN29 NCOA2 MAN2C1 ZNF710 SEC11A ZFHX3 RPS2 C18orf21 WRAP53 CSNK1D ZCCHC2 P3H4 CACNA1A SAMD1 SLC39A3 DPP9 CCDC97 GEMIN7 TIMM29 NOSIP RPL11 ITGB3BP NUF2 RGS5 TOR1AIP1 TARS2 EIF2D SNAP47 WDPCP COPS7B RPL32 ECE2 PYURF RPS3A RPL37 SSBP2 GIN1 PPIP5K2 CPLX2 TENM2 HDAC8 ZMYM3 RPL7 RSPO2 ZNF462 WDR31 MED22 REXO4 GTF3C5 DPH7 FRA10AC1 MTG1 TUT1 C11orf49 RPS3 CNBD2 CABLES2 VPS51 HMGA2 PIH1D2 NKAPD1 ABCB9 UBE3B MAGI1 NDUFC2 CDC123 VTI1A ZNF827 FLI1 PFKM SAR1B SREK1IP1 CWC27 ADPRHL1 ENPP3 C21orf91 MRPL39 ATP5PF GABPA ANKRD40 FAM126B DPY19L4 EEF1A1 GALK2 PDE6D EIF4A2 SEC13 FZD1 PSMG3 AP3S2 FANCC MITD1 ZNF276 CCAR2 CFAP298 PAXBP1 THEM4 GPBP1L1 TMEM69 PDXK FAM207A MCM3AP ST6GALNAC6 ZER1 RPL8 PSMC2 CELF5 MFSD12 PCYT1A SRSF2 AMDHD2 NEU3 RPL29 LZIC NFIA PUS10 PEX13 TYW5 MAIP1 HELQ MRPS18C CGGBP1 ABRAXAS1 LRRC58 RPL9 MTHFD2L SLC4A1AP YEATS2 TMEM41A RFC4 RNF123 NIPBL GRPEL2 TIGD6 NSA2 GFM2 RPS14 BRI3 STOML2 BRWD3 SUGT1 NUDT5 PRPF18 DDX21 BMS1 SLC39A13 CCDC38 AMOTL1 ALKBH3 COPS2 FAM227B IFTAP RPL27A MCM7 GOLM2 AP1G1 PCLAF CACNG2 MRPL16 SNRPD1 TRUB2 COQ4 FBXO22 ZNF668 ZNF646 SMG8 RPL13 PSCA EEF2 NXN MRPL58 TMEM68 KCTD5 DNAJC7 FOXI1 COA6 PXK MPLKIP SLC20A2 CXXC4 SHOX2 STX18 GFM1 LETM1 TMEM129 FEM1B LMAN2 MRPL1 SLC33A1 METTL15 DUS1L LDB2 HNRNPF ZNF768 PDCD6IP TRABD DNAJC24 DCDC1 FAM98B ZNF581 POLR1C ZNF561 PPID SPATA5L1 GATM FBXL14 ZNF570 RPS7 TVP23B SYNPO GAP43 MTBP TEFM MRPL13 DPAGT1 C2CD2L BANP ZNF596 COMMD1 NAA20 MST1 CHD2 CCDC106 NMNAT1 ZNF791 LIG4 C12orf76 BBS1 RESF1 FGFBP3 FBXW8 ATR VCPIP1 MRPS22 ZNF408 CTDSP2 ARHGAP1 BANF1 EIF1AD EIF3F ALG10B DRAP1 C11orf68 MRPL48 SUGCT LINC00476 NR2F1 AURKAIP1 RUVBL1 CCDC57 SMIM19 RTTN WDR25 ACSF3 BASP1 MIR7-3HG HASPIN CSTF2T GBA GRB2 DMAP1 SH2B1 PLEKHM3 FAM220A EXOSC4 DPY19L3 TUFM C3orf38 PER1 GGN WSCD1 CLK3 MKRN3 SHARPIN BBS10 PSTK FZD2 H2BC4 SCRIB ZBTB20 TNRC18 ERCC6L2 TSEN54 ARL6IP4 C8orf33 ZSCAN22 YBEY NPLOC4 TSPAN10 ANXA2 LINC01547 ZNF623 CCDC159 SF3A3 GTF2H2C COA5 ADAP2 TSSC4 MAML2 NDUFA12 NELFA INTS5 PPIL6 KIAA0825 TEDC1 MRPL30 NR2F2 MRPL40 MYBL1 NAT8L LAMP1 TEX38 ZNF396 TMEM222 CEACAM19 RNF220 EXD3 TMEM203 FANCM ZNF490 CENPP SBK1 NDOR1 NOXA1 MSL1 NELFB ADAT2 HMGB1 NIF3L1 ZNF569 IPO4 ANAPC7 ZNF846 SDHAF3 ZFP62 METTL9 ZNF682 ZNF165 MRPL21 ZNF517 EME2 ZNF461 ZNF790 ZNF677 NOL8 ZNF770 MAN1A2 TMA16 DDX39B MTCO3P12 MTOR OPA1 TSEN15 LTN1 RNA5SP283 TATDN3 EFCAB7 BRD2 NFKBIL1 PPP1R11 DCTN1 C12orf73 TECPR1 PLPP6 TTC23L C21orf62-AS1 RNPS1 RNU6-1 SELENOH ZNF580 NDUFS3 GTF2H4 CSNK1E ALG3 STARD10 B3GNT10 PHB2 AC141586.1 BASP1-AS1 VPS16 TMEM242 H2AZP3 ZNF579 FAM228B RNU6ATAC PPP2R2A TIGD1 MIR1538 VPS52 RPL23AP53 LINC00853 JPX SBDSP1 HAR1A WDR11-AS1 SNAP25-AS1 WEE2-AS1 LINC01715 ACBD6 TPI1P2 PROX1-AS1 PSMG3-AS1 ZBTB46-AS1 RPS18 COA6-AS1 RAP2C-AS1 SMG7-AS1 SNHG15 NKAPP1 YEATS2-AS1 DDX39B-AS1 RHOXF1P1 JRK NR2F1-AS1 LINC01410 RNU7-27P NME1 GET4 ACAD11 PPIL3 ISY1 BMS1P4-AGAP5 BMS1P4 ZBTB20-AS4 AP5Z1 STMP1 MRPS31P5 C4orf48 MNX1-AS1 TTC4 DNAJC25-GNG10 LINC00461 CEBPA SNHG6 PGAM5 AC090061.1 STX18-AS1 ZNF564 PDCD6 MRPS31P4 SMIM20 GLUD1P3 AC034243.1 CERNA3 ZFHX4-AS1 VPS13B-DT BORCS8 STX16-NPEPL1 SNHG9 ZBTB11-AS1 TESC-AS1 RTEL1 AL359317.2 NDUFC2-KCTD14 AL050341.2 NORAD HSPB9 AC009065.4 AC073878.1 SCRT1 ISY1-RAB43 LOXL1-AS1 DHX33-DT ZNF213-AS1 LINC00667 SNORD43 MIR3928 SNORD55 OTUD7B GLUD1P2 CFAP298-TCP10L SEC22B ZNF850 ZNF561-AS1 AC007773.1 AC020928.1 CEBPA-DT ZNF582-AS1 ZSCAN16-AS1 RPS10-NUDT3 AL390955.2 AL035530.2 TTC23L-AS1 KMT2B DCP1A SNORA78 NOL12 INO80B-WBP1 VWA8-AS1 RHOXF1P2 ZNF224_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF224_TARGET_GENES SEMA3F ALS2 CFLAR AK2 CDC27 CALCR GCFC2 CROT ITGA3 CACNA1G DLX6 KDM7A ELAC2 LUC7L NFIX ELOA CLCN6 TSPAN9 APBA3 MKS1 ABHD5 AKAP8L CCDC88C NCDN SAMD4A GCLM RRAGD VRK2 CHPF2 AGA EDC4 GOPC JKAMP LIMA1 SLC4A8 MAPK9 PLEKHA5 AP5M1 TRAPPC3 ARID4B USP13 SEC61A1 PARP12 MXD1 SNRNP40 MPC1 HDAC7 SFSWAP DGAT2 WAPL RNF4 NGFR PMS1 IPO5 PKN2 PDIA5 SEC61A2 CDK13 FOXJ2 PDE4A PPP2R5A ELAVL1 NFYC FECH MYO9A PKM ROCK1 PDK3 HDAC4 RASSF1 EXOC5 ZXDC ASNS EIF2B3 TCOF1 PDCD2 PTPN18 TFRC MARK2 HMMR NFATC3 DPP8 HACD3 CELSR1 FSCN1 PLD1 BCAP29 ANKRD13A ICAM3 STXBP2 TM9SF3 USP33 POLD3 MCCC1 SYNJ2 OSBPL6 SESN1 SRCAP IGSF9B OSTM1 UBA5 CDC14B STRADB COL19A1 COBLL1 GEMIN5 ERC1 RNF13 PIBF1 ZNF264 APLP2 NKAIN1 WDR47 SLC25A24 ACOX3 MTMR2 HSD17B14 PSMC5 SH3BP2 SF3B2 DNM1L RFX2 COQ9 KIF9 ARHGAP28 PPP1R13B MAPKAPK5 BRAP MLF2 BLVRB CHRD PABPC4 ALKBH5 MFSD11 ACOT7 ERMP1 MAST3 MYO9B MED15 PATZ1 GCAT MICALL1 XBP1 TRMU SOS2 EIF5 PPP4R3A YY1 PRELID3B RNF24 EEA1 JADE3 HTATSF1 CDADC1 CLN5 LYRM1 CENPT COTL1 STUB1 ZNF174 HMOX2 SALL1 IQCH CTSH TTC23 CD276 EHD4 CPQ SNRNP70 STX10 AKAP8 PDCD5 ICAM5 TYK2 NAPA MEGF8 RASIP1 MAST1 PIK3R2 RAB3A ATP13A1 RUNDC3B DNAJC2 MPP6 ZC3HAV1 IQCE TSPAN12 SSBP1 EZH2 TMEM248 YKT6 EXOSC3 ATRNL1 BMPR1A CPEB3 BCCIP PPIF KRT23 UBTF SEPTIN4 MTMR4 TRIM37 TUBD1 CBX1 C1QBP CPD CCDC47 MED31 FTSJ3 NAGLU LRRC59 SLC16A6 PRKAR1A MFSD10 BIRC2 HIPK3 HPS5 GTF2H1 GPN3 ACAD10 RERGL TPI1 LDHB C2CD5 DSE FAM184A SOD2 PTP4A1 ASCC3 GMNN ADGRG6 PHACTR2 EPM2A DUSP22 CCN6 LOX CNOT6 MSH3 RASGRF2 POLR3G SLC12A7 RAD50 IL5 PPP2CA TTC33 DPYSL3 SMAD5 CLDN16 UBE3A SLC25A36 USP4 ACAP2 GNB4 KLHL18 KLHL24 ITGA4 INO80B GLS HSPE1 IL1R1 ABCB6 GORASP2 PLCL1 TRAK2 PCYOX1 RALGPS2 RNF19B ASH1L MEF2D DOCK7 SRM GADD45A PRDM2 OSCP1 MTR KDM5B IPO13 F3 PTBP2 PPP1R8 ESYT2 CREB1 B4GALT6 AKAP7 MYB PKD2 UCHL3 PTBP3 DYNC2I2 PTPA HSDL2 YIPF4 CNRIP1 PPP1R3C MTHFD1L CYSTM1 ACAT2 TAF12 NPPB ZNF706 AKAP1 SPOP ABCC11 TENT4B CEP89 ECHDC2 B4GALT4 KHDRBS1 TMEM39B GPSM2 RBBP6 RPAP2 SLC66A2 ATPAF1 KCNJ2 ACSL3 OBSL1 SNX21 PLCG1 PEDS1-UBE2V1 MRS2 WRNIP1 SLC35B3 NUP153 BMP4 NUP85 MIR9-1HG GTF2F1 ALKBH7 TMX4 ROMO1 AGO3 PDCD2L FRMD8 BECN1 L3HYPDH CANX TMEM175 SLC35E1 GFER PKMYT1 STYXL1 TUBGCP6 MGAT3 LRRC4 MYO1B HOXD3 CD68 KRI1 AANAT PHF10 STARD8 MOSPD2 SNX9 AFDN PGPEP1 PPAN ANGPTL6 ZNF331 ZNF428 PRR7 HAUS8 KIF3A MGAT1 PSME3 PPFIA1 ZCCHC9 SELENOS PPARG IMMT TRIM47 GPS2 PRMT7 PATJ SCO1 PIK3C2B FAM104A C12orf29 EDEM1 RBM17 IL15RA TMEM165 COL4A2 CCNJL LMO2 PRPH NHSL1 STX11 EMX1 KCNK1 ABCB10 GLUL LMO7 C7orf25 IGF2BP3 NACAD MTHFS CALCOCO2 RSAD1 SRSF1 TACO1 DNAJC1 TSTD2 NCBP1 ANP32B ARPC5L DNAJB5 DENND4C SLC22A23 TUBB2A FOXF2 ARRB1 ITGA11 RPLP1 LRRC49 UACA PLCB2 SEMA6D RSL24D1 BCAR3 TTLL7 GIPC2 SELENOI ACTR2 SLC40A1 PARP16 SEC31A LARP1B LEF1 MTTP KIF21A SINHCAF AEBP2 PRICKLE1 COL2A1 LRIG3 DUSP6 AMDHD1 RTN1 SLC24A4 USP3 PML ADAMTS17 PCSK6 CELF6 POLG CRTC3 CDR2 MAP1LC3B MBTPS1 ZSCAN32 NDUFB10 TCF25 GALNS NCOR1 C17orf80 ARSG EIF4A3 WDR45B P3H4 PNMT IFNAR1 TMEM50B RERE PGD NBPF3 AZIN2 ZNF697 ATP1B1 TMCO1 ABL2 MCL1 SUSD4 TP53BP2 ADAM15 UBAP2L GALNT2 DEGS1 CDC42BPA PSEN2 PYCR2 PKP4 ZNF385B DLX1 HSPD1 ANKMY1 DYNC1LI1 PTPRG NFKBIZ IGSF11 BOC TRMT10A CAMK2D NDUFS6 SHISAL2B ATG12 RNF217 RSPO3 AIG1 WTAP SDK1 IGFBP3 MDH2 SIGMAR1 AOPEP UGCG SURF4 LCN9 CAMK2G MKI67 CAPN5 MTA2 CHEK1 FEZ1 TMEM25 SOGA1 TBX6 DOC2A HIRIP3 ITGB1 EEF1AKMT1 PLBD2 RABGAP1L SETBP1 UHMK1 ATG10 SPEF2 CDYL BCL2L11 RANBP2 NMRAL1 TMEM251 CFDP1 CMIP DGKE AK5 PITPNC1 TRIM11 DIPK1A FLCN DBI SLC16A1 MICU3 ADAMTSL3 GDF6 ZDHHC5 KAT6B UTP14A AIFM1 TATDN2 ZFYVE9 TMEM171 BRAF ACAN WIPI2 NRG2 PINK1 RCAN1 UBE2Z CBR1 CBR3 HLCS ADPGK PSMB4 NAE1 ZDHHC1 ZFYVE28 ZNF233 SSU72 WDR4 NDUFV3 TRAPPC10 MCM3AP DIP2A SPTBN4 ANO10 FAM189B IER2 MAML1 PSMC2 FDXR EIF4A1 WDR90 LBHD1 AK4 RAVER2 RBBP4 FUBP1 OLFML2B FLVCR1 ACP6 B3GALNT2 SLC66A3 VSNL1 SPATA18 CCNYL1 CGGBP1 PYGO2 COL6A3 YY1AP1 AZI2 WDFY3 C4orf36 MEAF6 SFMBT1 ABLIM2 C1orf50 SPRY1 MFSD8 ABHD18 ELOVL7 C5orf63 PRRC1 RHOBTB3 ERAP1 RP9 ADCY1 C7orf57 KIAA1958 STK32C ZNF219 CCDC38 GLB1L3 BAG5 HPS6 SENP8 ARIH1 PLEKHF1 HDGFL3 TMEM135 ZCCHC18 SLFN5 GPR182 NYAP1 C15orf39 C16orf92 NOD2 CDK12 DUS2 GATAD2A TUBA1C LENG8 CYB5D2 OTUB1 CD320 MLST8 E4F1 ABCA3 RNF187 BMI1 PXK LGI3 SFTPC HEXIM2 LRATD2 AHCYL1 NSG1 USP39 TNIP2 LRRC28 MAT2A HNRNPH1 XPO6 RSPO1 LMAN2 PRELID1 STK32A INO80E PROKR1 HEXD ASPSCR1 LIMS1 GUSB IFFO2 PWWP2A USP47 PDCD6IP NUDCD2 SYT9 TSEN34 MRPL36 ZNF584 PTCRA BPTF EXOSC10 RRM2 RPS21 RPS7 KLF11 KRCC1 ISG20 MBOAT1 CXCR6 AFF1 LRRC20 PDP2 DMXL1 OXSR1 RELA HPSE KDM2A KCNK7 GLIPR1L1 DAG1 SNX33 ADGRF3 ENDOV NET1 PHOSPHO1 AKIRIN1 KCTD13 CTBP2 YPEL2 CADM2 PARL CLTB LIPT2 AURKAIP1 HOXD8 ZNF613 MBLAC2 TCP11L1 RPP38-DT ACBD7 ZBTB8OS HSD11B2 WDR25 ZNF843 GRIN1 MTHFR FZD8 FLJ13224 PPFIA3 PAWR IRX3 RPLP2 HNRNPA0 AP3S1 DALRD3 KLHL11 GAK C3orf38 PXT1 RAD23A PACS2 PDXDC1 SEPHS2 ZNF771 TMEM150B RCC1 ZNRF2 WDFY3-AS2 PPA1 METTL23 FANCB MRPS23 YIPF6 MACIR ZNF329 C5orf24 TP53TG1 TSEN54 RGMA YBEY BRICD5 RGS6 NGRN C16orf72 RGS7 ZNF721 CEP57L1 PTTG1IP PSMG1 TBK1 TRAIP SLC35F3 IQGAP3 SCN5A PTP4A2 FAM120C NIPSNAP1 OLIG1 ZDHHC23 ZFP1 EIF4ENIF1 DYNLT2 DRD1 NOC4L SIVA1 BRF1 SEMA4B NELFA MANEAL DDX51 ZNF74 FAM174B ROR1 SV2B WASH3P MYBL1 PIGP C2orf76 PRR5 MAPT EFCAB6 LYPD6 KRTAP12-1 RSBN1L COL4A1 SPRY4 TMEM203 FANCA PEAR1 PLSCR3 DNER PP7080 COMMD6 FAM230G CENPP DUSP28 PAQR9 UROS CYP51A1-AS1 TMEM201 RPL14 FBF1 JPT1 C15orf61 NEMP2 PPIA TSC22D2 MYO18A MAN2A2 HDAC2 ZKSCAN5 AMZ2 CRACDL SCN8A SRGAP1 LAGE3 ZNF398 FITM2 DDI2 ZNF655 UAP1L1 ZNF786 SLC22A5 HHLA3 ZNF615 INKA2 ELOVL2 C1orf122 NOL8 MARCHF5 AFDN-DT DDX42 HELZ MDM4 CEP290 DLL1 CTR9 MTCO3P12 FAM169A FOXJ3 TSEN15 STKLD1 MT-ND1 PRC1 NOS1AP APRT EFCAB2 STUM SAMD5 RBM20 LINC00963 TBC1D8 ATXN2 ZNF155 LGR4 TMEM170B INSYN1 CNEP1R1 ACOT6 ITPRIPL2 CFAP99 EGFEM1P MT-TL1 MT-TF MT-TP MIR760 SFT2D2 CEP43 SCAF8 ASIC3 QTRT1 ZNF337-AS1 AC132008.2 AMZ2P1 APTR VPS33B-DT CRPPA DDX3X NUDT19P3 NBPF1 FAM200A HDAC4-AS1 MIR1915 CCDC18-AS1 LINC01567 FAM8A3P PRKAR2A-AS1 SMIM13 HMGB3P22 PGM5P4 LINC01763 JPX SLC16A1-AS1 LENG8-AS1 RABGAP1L-DT SLC2A1-AS1 FLJ31104 NLGN1-AS1 FAM174C OST4 HDAC2-AS2 TNKS2-AS1 DHFR WEE2-AS1 ANKRD20A8P LINC01715 C9orf147 ELOVL2-AS1 ITPR1-DT EMBP1 EP300-AS1 LRRC8C-DT MIR3936HG PDXP-DT AC108047.1 RPSAP31 MAPKAPK5-AS1 AC002310.1 FBXO30-DT DICER1-AS1 PEF1-AS1 MYCBP2-AS1 ZBED5 CBR3-AS1 FLG-AS1 ABCA17P RBM14 ERICH2 NME1 RPL13P5 PEDS1 PAQR9-AS1 RN7SL319P STAG3L5P ARPIN PPAN-P2RY11 DBNDD2 BDNF-AS P4HA3-AS1 CKMT2-AS1 SPTY2D1OS LRP4-AS1 TRIM52-AS1 SEMA6A-AS1 NOP14-AS1 SRD5A3-AS1 ARPIN-AP3S2 TRMT9B STK32A-AS1 LINC01596 GMDS-DT THAP9-AS1 ZNF345 LINC02482 ABCA11P TRNP1 IGLV3-7 EGLN1P1 AP001372.2 NDFIP1P1 COA8 C17orf100 LSM14A ATXN2-AS AL133153.2 ST20-MTHFS THTPA IQCH-AS1 IDH2-DT AC007610.1 AC040169.1 AC007342.3 AF274858.1 MIR762HG AGGF1P9 AC092338.2 Z97055.2 AL022069.1 TMEM202-AS1 AC012184.3 AC093249.6 CCDC92B CCNQ GTF2I RNF213-AS1 MIR3621 MIR4710 AC012447.1 AC016888.1 MIR3661 AC005746.2 LINC01842 AC092295.2 AC008736.1 A1BG-AS1 AC010359.2 AC107031.1 AC099791.2 AL355297.3 AL031055.1 AL035530.2 AC013400.1 CFAP206 GAS6-DT MAP3K4-AS1 SUV39H2-DT LRRC8D-DT INO80B-WBP1 MIR6720 TRBV17 FLJ38576 DNAJB5-DT MPP7-DT FOXJ2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXJ2_TARGET_GENES FGR ZMYND10 ST7 ETV1 MPND FAM76A VTA1 MLXIPL FUZ IDS LRRC23 LYPLA2 MAP4K3 ERCC1 MBTPS2 MDH1 FHL1 KPNA6 ARID4A ASTE1 PEX3 USP2 STAU2 TDP1 AP2S1 CC2D2A RRM2B SNX29 RRP12 ARID4B SYNE2 ZFR YBX3 SPA17 CYB5R4 GOLGA5 TRAM1 EVI5 DHX8 OTUD5 ERLEC1 SLC44A1 ING3 DAZAP1 SMC1A TUBE1 DYNC1I2 CIC RFX3 DNAAF6 MOK ARG2 ZNF510 AACS DIS3 PIBF1 ZNF324 YTHDC1 MAPRE3 PPP1R15A NLK NOP14 GNAS RFX2 KIF9 NSFL1C KIZ ARHGAP4 TFAP4 IL5RA CMTM6 PPP2R3C HECTD1 UPRT CBX5 WHRN EFHC1 SIRT1 MZF1 CABIN1 SF3A1 PES1 CBY1 SUN2 DNAL4 L3MBTL2 RBM23 CDKL1 RPS6KA5 PRORP NFATC2 HM13 RPRD1B TBL1X NKAP STAG2 SLC25A14 FMR1 PQBP1 NDRG4 DTWD1 INTS9 SPAG1 TBC1D17 MED25 TIMM44 VRK3 C19orf44 DYRK1B YJU2 HNRNPUL1 BABAM1 CYTH2 PIK3R2 PDE4C ISYNA1 COPE DDX49 CFAP69 HBP1 CBLL1 TTC26 SSBP1 HIBADH EPHB6 ACTR3C AKNA RASSF4 CDH23 TFAM DHX40 PIGL MED31 YWHAE TNFAIP1 IFT20 CLCN3 UFSP2 SIAE EHD1 SLC6A12 DUSP16 CREBL2 RFC5 DSE RSPH4A MAK ADTRP PACRG IK ARRDC3 TARS1 ECT2 IQCG KLHL18 NEK11 KLHL24 ASB3 SRSF7 THADA DNAJC16 ELAPOR1 WDR77 LAMTOR2 IPO13 CENPF NRP2 CFAP94 PMFBP1 ARMC2 DNAH7 YLPM1 ACYP1 IRF2BPL TTLL5 ZC2HC1C YIPF4 CFAP58 MRPS14 NUDCD1 ENY2 ZSCAN18 PIK3CA ARL4A SPINK4 CCDC91 NFE2 NCOA5 CRISP1 EMC3 GRK4 PPP1R12C FOSB TMEM115 TIMM17B ATP13A4 DYRK2 KLF2 ALDH1A2 MBD4 ILF3 FOXJ1 MLLT1 GDF15 JUND PPAN GSE1 NDUFA2 RARA RFX1 WBP2 CASP9 DSTYK ARNTL SARAF ERG28 SLC38A2 ZC3H10 SMPD2 TACO1 KLF4 TOR1A SPAG8 PIM1 NRM FAM8A1 ANKRD42 UACA STRA6 MNS1 UBL7 FAM13A GABARAPL1 ESYT1 ARMH4 EFCAB11 LINS1 PCSK6 MBTPS1 CCDC40 CBX8 FEM1A MVB12A DUS3L ZNF473 CTU1 RERE EFHD2 STRIP1 MPC2 DCAF6 PPOX NUF2 RGS5 SDHC MRPL24 PRUNE1 TUFT1 MINDY1 DYRK3 EIF2D DUSP10 AQP10 WDPCP PHOSPHO2 CAMK2D IQGAP2 BDP1 DYNLT1 CREB5 NSDHL CETN2 HMBOX1 ST18 ATP6V0D2 LRRC27 ALDOA TLCD3B C2orf50 SRFBP1 NUBPL QTRT2 NBAS RABGAP1L GEMIN6 PSTPIP2 ZNF837 ZFP36L2 DNAI4 GGPS1 CENPH TXNDC11 CLGN NR4A2 FAM81B RMND5A CFDP1 CCDC173 CCDC174 SLC16A1 LRGUK RBM45 RPGR SFR1 FBXO32 GALK2 HTR5A C1orf158 DYRK1A PANK4 UBXN11 H4C8 RIBC1 CATIP PPP1R15B TAGLN2 CFAP298 GART UBE2Z DRC7 TPPP3 ZDHHC1 ZFYVE28 TOR2A SIK3 CRTC2 LMNA UBQLN4 MYL3 LRRC71 LEMD2 CLPB KNCN UBXN10 FAAP20 NFIA LRRIQ3 DNAI3 ARHGAP25 C1orf189 HIPK1 AZI2 EFHB CCDC191 ERICH6 TIPARP DNALI1 IFT122 ZNF474 CITED2 USP49 PHKG1 SUN1 INTS1 OSR2 TMEM67 KIF27 ARMC3 MARCHF8 STK32C PIP4P1 TCP11L2 COPS2 CLMP FAM227B NUDT13 ZNF3 HSP90B1 STAT6 NOD2 CDK12 TBC1D16 TEKT1 SLC22A11 SETD5 CNNM3 ZBBX THBS3 SPNS1 HNRNPF KLF13 SF3B5 TMED10 KRT8 ZNF440 CHST11 ZNF584 TCEA2 DRC3 JMJD1C ZNF131 BSG C2CD2L FGGY PHF8 MTX1 MFSD4B GOLGB1 NAA20 PIFO DDX23 ZNF497 BRMS1 CNIH2 RSRC1 ZDHHC14 CHRNA7 TOM1L2 PLEKHF2 UBE2O NUPR1 MIR7-3HG TCEANC TGIF1 MBOAT4 C2orf73 MLF1 STAP2 LCORL OTOS CPN2 TMEM139 PER1 MKRN3 MYADM C1orf194 OAZ2 PCGF5 SNRPE GET1 CRIP2 RPL35A ODF3L1 ASB7 TENT5C EFHC2 CSF1 KCND2 SUMO3 FAM227A HSF1 PPIL6 PRKN P4HB ZFP36L1 PTCH1 TMEM212 ZNF395 CCDC157 LRRC74B TUBB4B TCTEX1D4 CFAP54 CFAP126 ADAT2 TSPYL1 KAZN NCOR2 MAML3 ZNF585A GAL3ST4 ZNF165 C5AR1 BCO2 CFAP43 NUP62CL MIER1 GET3 MAFK ZNF511 KCNRG OPA1 RNU5E-1 VTRNA1-2 LINC00970 EFCAB2 FAM229B FOXO6 PFDN6 PRR3 GNL1 AKT1S1 C4orf47 ADGRG1 ETFRF1 CFAP99 P2RX6P ZCWPW2 MIR7-3 IGHV3-35 CFAP45 PHBP1 KLHL23 RPL17P41 TREX1 CENPBD1P1 LINC02418 TTC41P ZSWIM8 IFRD2 DDX3X FAM185A RNA5SP60 LINC00630 SAMSN1-AS1 VPS26BP1 LINC01876 WDR46 MIR4290HG XPC-AS1 PCAT6 LINC02577 WEE2-AS1 AC076966.2 CRPPA-AS1 GTF2IRD1P1 CFAP58-DT TAPBP RFX3-AS1 RPS17P7 NKAPP1 STXBP5-AS1 PBX1-AS1 ZNF37BP NPIPB2 ZSCAN31 LINC02532 PPP1R3E PRMT5-AS1 RGL2 LINC01275 LINC02863 WBP1 ERICH6-AS1 RN7SL813P RN7SL632P ZBTB20-AS5 AC106707.1 PPAN-P2RY11 ZNF487 USP2-AS1 ZNF585B LACTB2-AS1 LINC02288 UBL7-AS1 LUCAT1 FLJ42969 LINC02265 SELENOP AC010255.2 SNHG27 RNA5SP473 RNU6-107P RNU6-218P ATXN7L3B ALG1L13P FPGT LINC02734 PRECSIT LINC02369 ZNF350 C17orf100 PSMA3-AS1 GIHCG FPGT-TNNI3K AL096869.2 NDUFAF4P1 LINC01220 PCSK6-AS1 AC040169.1 HMGB1P33 MIR3189 CFAP298-TCP10L TXNIP MIR4259 MRPS21 MIR4766 ILF3-DT RNF157-AS1 MIR132 AC020911.2 SELENOKP1 LINC01539 AC009005.1 MIR3188 FMR1-AS1 CALR3 AC007192.2 LINC01126 ARRDC3-AS1 LINC02246 ZNF581_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF581_TARGET_GENES NFYA SARM1 FAM214B MAP3K14 SPRTN UBR7 SLC25A39 SAMD4A NDUFS1 TDP1 HSPA5 RAD51 ATG5 TMCC3 INTS13 GSTO2 THUMPD1 ERLEC1 RPL31 CLASP1 SLC24A1 RBM7 ZCWPW1 PCNP ZMPSTE24 NFX1 RBM22 CFAP61 BRAP TMEM14A HNRNPH3 CENPM ATP6V1D SLC52A3 CRNKL1 RBBP8 ESRP2 WDR59 UBE2I TMEM87A OIP5 CSPP1 BRF2 EIF3E ESRP1 PLEKHJ1 SF3A2 C19orf53 TBCB POLR2I RAB3D TMEM205 AGR2 SEC23IP KAZALD1 ANKRD26 CASC3 DHX40 TUBD1 RPS6KB1 RECQL5 GOSR1 CLCN3 HSPA8 PSMD9 KRT18 ACAD10 CDKN1B NAA25 C2CD5 FGFR1OP2 DSE RPS12 HBS1L HARS2 SKP1 EEF1B2 PIKFYVE STAM2 PSMD14 ASB3 CCT4 GGCX ID2 ORC2 PNO1 BCAS2 EXOC8 PIK3R3 BLZF1 CFAP94 VAMP8 LDAH HSDL2 SEC16B NUDCD1 ENY2 SOCS2 COPS5 RPL5 TRMT13 ORMDL2 COQ8B MPHOSPH10 OARD1 RIOK1 PRDX5 FBXL12 SMARCA4 ATF4 FOXP2 C12orf65 ULBP3 ARFIP2 TIMM10B PNISR AP3B1 PIK3C2B LRRCC1 HSD17B4 MEN1 EIF2S1 UBQLN1 CDK4 TSGA10 NMT1 MYCBPAP DCAF7 ABI1 PRPF4 TRMO UBAP2 FRS3 C11orf1 NUSAP1 TMEM62 GCHFR IDH1 WDR12 INTS14 ZGRF1 SEC31A SINHCAF ETFBKMT SCAF11 PHLDA1 POC1B NABP2 MYG1 NAA30 WDR89 GCNT3 TOB1 SS18 FEM1A IFNAR1 MTF2 NME7 POU2F1 SF3B4 RIT1 SDE2 LIPT1 NBEAL1 ABHD10 ATP10D USP53 RBAK MEPCE EBAG9 RSU1 NPAT ATM TMEM138 SAP18 DCP1B TMEM18 SAR1B CXXC1 TMBIM4 PCDH1 FZD1 H4C8 PAXBP1 WDR4 NDUFV3 CHTOP SQSTM1 SAP30BP CYB561A3 CZIB BROX RPRD2 RPL39L CAGE1 NOL6 LRR1 RPUSD4 CCT2 RPL27A STAT6 EVA1C ULK4 ZCCHC4 CSNK1G1 PCSK9 SPNS1 TM4SF4 GON7 KRT8 HARS1 IRF2BP1 KBTBD2 RNF139 NDUFA3 OSCAR ZNF584 DCAKD COMMD1 VANGL1 EIF1 ZWILCH RPL4 LARP7 RPL15 CDC26 METRNL MIEF2 ACAD9 ZBTB41 CYC1 ARID3B C11orf71 RAP2B SLC35C1 RNF41 SNRPE DDX41 CCDC159 RBM12B GPR39 TTC32 C22orf46 POU6F1 ZBTB37 AIDA CDIN1 BCDIN3D ZDHHC17 RSBN1L PTMA C17orf97 SRSF10 RBM34 TSPYL1 HMGB1 STK40 GDAP2 ANAPC7 PCBP2 ABCB8 GSTK1 MCMBP FAM118B NKIRAS1 OGA DDX39B FAN1 SNORA70 IQANK1 AGPAT1 BAG6 ATXN2 SARNP ETFRF1 C21orf62-AS1 SNORD101 SUPT4H1 QTRT1 GPSM3 RPS29 GANC APTR TOMM6 LINC00339 ENTPD3-AS1 NOL7 KCNIP2-AS1 LINC01635 TOB1-AS1 ITPR1-DT MMADHC-DT EFCAB15P H2BC15 DDX39B-AS1 TRIM26 FAM133B GAS5 ID2-AS1 LURAP1L-AS1 AC013270.1 LINC00941 DNAJC9-AS1 AC141424.1 WDR92 RNF139-AS1 CRNDE RAD51-AS1 LINC02405 HOXC-AS2 AF117829.1 SNORD27 FDXACB1 POC1B-GALNT4 AC051619.4 AL606760.3 AL050341.2 RNU4ATAC MIR3913-1 SNORD84 MAP3K14-AS1 AC013400.1 AL451050.2 RBAK-RBAKDN H4C13 LENG9 H4C1 HMG20B_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HMG20B_TARGET_GENES C1orf112 RAD52 LASP1 M6PR CYP26B1 DBNDD1 SARM1 AK2 KDM1A PDK4 CDC27 POLR2J ACSM3 GCFC2 MYCBP2 ITGAL TMEM98 FARP2 GTF2IRD1 UPP2 PAFAH1B1 KIAA0100 SCN4A LUC7L SYN1 CDK11A ADAM22 CELSR3 MAPK8IP2 RPS20 RANBP9 DYRK4 HHATL IFFO1 NME1-NME2 APBA3 AKAP8L SYT7 WIZ BRCA1 ERCC1 CD22 SEMA3B MBTPS2 POLR3B TACC3 UFL1 ZC3H3 MDH1 ZMYND11 AGPS TTC27 MNAT1 CYP3A43 SPAST AQR RTF2 SLC45A4 ALAS1 ABCC2 PLEKHO1 NR1H3 TBPL1 GRN RANBP3 ARID4A PEX3 SH3YL1 DAPK2 CUL3 USP2 BOD1L1 EDC4 ZFYVE16 CAPG DTNBP1 MRPS10 RCN1 BCAR1 RAD51 SIKE1 FOXN3 ARID4B PTPRN FOXC1 TBC1D22A SZRD1 KMT2C DCBLD2 USP13 CDK14 ZC3H11A UNKL TARBP1 SLC2A3 ARSF DGAT2 SEZ6 HAGH SPA17 BORCS8-MEF2B RFXANK CTSA SNX24 CHI3L2 SLC9A3R2 CYB5R4 ASB1 FAM107B NGEF ELOVL1 LRRC40 PKM RRP15 DHX8 PRKCZ MEF2A POLR1A LAPTM4A IP6K2 PPP2R5B TRPC7 TGFBR3 NEDD4 RAB27A PFN2 SLC44A1 SMG6 CFAP20 EIF2B3 LMCD1 PTPN18 ALDH3A2 TFRC NFATC3 MOV10L1 IGF2BP2 ST6GAL1 CLNS1A TSG101 NCBP3 SLC24A1 SLC12A1 ARHGEF10L KCNQ2 ACTR6 SRI GRAMD4 CELSR1 SLC25A40 RASAL2 FNDC3B FOSL2 MBNL3 RAP1GAP ARHGEF1 DGKD ACTL6B IL4R JADE1 FBLN1 OSBPL6 SAR1A SENP1 SCGN KEAP1 CPB2 PSEN1 AFP UBA5 CDC14B BZW1 GEMIN5 ITGB5 PALB2 BCKDHB TNPO1 ZNF416 SMAP2 HAL APLP2 NKAIN1 APOB RAB10 HADHA SCAMP1 WDFY1 RRN3 MTIF2 ATG16L1 SNX10 SH3BP2 DNM1L FER1L4 CRLS1 NSFL1C EBF4 MAVS ANAPC5 KIF16B PEBP1 CDIP1 RCOR1 SLC9A1 YPEL3 NUDC DNAJB11 P3H2 PDPR PLEKHG2 TF EZR MSH2 EPB41L4B TLL2 WAC HIVEP1 PGC DSP SIRT1 NRP1 PSMD8 BCL7C CIRBP IZUMO4 MED15 P2RX6 TOP3B CRYBB2P1 ANKRD54 TOMM22 POLDIP3 SUN2 PACSIN2 TTLL1 THOC5 RBFOX2 TAB1 TNRC6B ZC3H7B TRMU BRD1 ZBED4 RBM23 GNPNAT1 DCAF11 NFKBIA SEC23A ABHD12 ZMYND8 ADNP NELFCD HRH3 GMEB2 NDUFAF5 TRIB3 TM9SF4 CDK5RAP1 APMAP SMAD7 TBL1X WDR13 SYP GABRE FNDC3A MRPS31 KPNA3 MGRN1 ZNF629 TRADD CENPT NFAT5 LONP2 N4BP1 CTCF POLR2C ZNF821 SLC7A6 FA2H MLYCD SEC14L5 NOMO3 NUBP1 UBE2I GSPT1 CPPED1 MAZ BCKDK TRIP4 AP3B2 RAB11A FAH EHD4 DTWD1 BMF SCG3 SGK3 BRF2 TRIM35 CA2 UBR5 INTS10 DCTN6 GSR ECH1 HNRNPL ERCC2 DOT1L OAZ1 STX10 SNAPC2 VRK3 PPP6R1 ILVBL CCNP PIAS4 PRKD2 HNRNPUL1 MYH14 RPS19 BABAM1 PTPRS RAB3D TMEM205 PIK3R2 PDE4C ELL HPN DNAJC2 HBP1 CBLL1 ZC3HAV1 TTC26 LMBR1 LFNG SSBP1 CHN2 SNX8 RBM28 MOGAT3 EIF4H FSD1L C5 TLE4 AMBP CDC37L1 TBC1D13 EDF1 NPDC1 SHB EXOSC3 PDLIM1 MAPK8 CDH23 STN1 TASOR2 SMC3 ZMIZ1 NUFIP2 GIT1 RAD51C DHX40 KPNB1 CAMTA2 RNF167 SLC25A11 CPD DRG2 SMARCD2 NAGLU HDAC5 EFTUD2 MMD MAP2K6 DHRS7B DCUN1D4 UBE2D3 GAB1 FRG1 AADAT TRIM2 SLC2A9 TBC1D19 UGDH PPARGC1A CTSC SIAE DTX4 ATG2A HPX APOA5 APOC3 BIRC2 NDUFS8 TCIRG1 CHKA POU2AF1 COQ5 CAPRIN2 CAMKK2 PPM1H METAP2 PRR4 VPS29 MANSC1 SPRING1 NUP107 KRR1 COPS7A LPCAT3 C2CD5 TDP2 RWDD1 GCNT2 RNGTT NCOA7 OPRM1 RNF8 CAP2 ZNF451 CCNC MED23 CRYBG1 ACOT13 EPM2A QKI CCND3 EXOC2 LOX HMGCR RNF130 ARSB LMNB1 ARRDC3 SUB1 SEC24A CSNK1A1 HMGXB3 PDGFRB EHHADH TBCCD1 CRBN KNG1 BCL6 AMOTL2 NIT2 SLC25A36 XRN1 HES1 HEMK1 CISH MAPKAPK3 COMMD2 PEX5L SPCS1 DGUOK MOB1A KANSL3 CCL20 ACTR3 EPB41L5 SF3B6 CENPA ACVR1 NDUFS7 CCDC88A STAT1 EFHD1 MOB4 KDM3A ID2 TAF1B ODC1 RMDN2 SRSF7 SDC1 PLCL1 SLC1A4 SOS1 C2orf42 TIA1 NFE2L2 SCP2 S100PBP RNF19B ARHGEF2 FBXO6 SLC35D1 RO60 UCHL5 SRSF11 CTH ADPRS MRPS15 SSX2IP ZNHIT6 RBBP5 GPR89A B4GALT2 AKR1A1 PRDX1 DR1 ABCD3 TNFSF4 DARS2 RCAN3 SLC35A3 RCOR3 NSL1 ARID1A CENPF CTSD COLEC11 APOA1 CAMSAP2 ATF6 FBXO30 CCN2 DCLRE1B ABCG2 CCNI GTF3C3 SATB2 TRIM67 PTPA CNTRL FBXW2 NDUFA8 RBM18 KDSR ONECUT2 C19orf25 ZBTB45 NEK9 IRF2BPL DLST SUPT7L DNMT3A PPP1R3C MXI1 DENND10 WDR11 GOT1 RCL1 CD274 GRIA2 MTHFD1L MRPS14 CENPL MSANTD2 KIAA1217 MTRF1 ELF1 TGFBI SERP1 PLS1 ZFP30 SORBS3 PTK2B ADRA1A NPPB ZNF706 TRIM25 SPOP TEX14 ECHDC2 B4GALT4 MAPK8IP1 KHDRBS1 ZRANB3 MTIF3 MTERF4 PLG COPA HS3ST2 RBBP6 ZC3H7A PRXL2A ZNF205 EEPD1 HERPUD2 POLM DNAI1 CYREN CISD1 GIPC1 EBPL ATP7B SPATS2 IKZF4 KBTBD4 TTC21B AGO2 INHA OBSL1 NCOA3 CHD6 SRSF6 STX16 NEURL2 SNRNP27 SERPINB6 AARS2 ZNF391 MAD2L1BP RREB1 EMC3 SSUH2 RAP2A TMEM255A HS3ST3B1 SLC25A19 BARHL1 SLC2A4RG PSD4 C3 FOXA2 PSMF1 SNRPB NRSN2 RRBP1 FLRT3 BFSP1 DSTN SNRPB2 HNRNPR TUBGCP3 F10 PCID2 NR1D1 RRAS SCAF1 WNK4 BECN1 RHOT1 ABHD8 MASP1 ATP13A4 WDR24 MACF1 METTL25 POR MTERF1 CASD1 TUBGCP6 DGCR8 DOCK4 VGF OSGEPL1 IVD MBD4 COPB1 BBOX1 KCNC1 MTUS1 AJUBA DTD2 TTI2 KLF16 DOHH SHC2 LBP GAMT MOSPD2 ECSIT CDC16 DDA1 PGLS RSPH3 FUT5 AFDN SSBP4 TAF4 ADRM1 SHFL DUSP9 MPP1 CASZ1 RGN RBSN PSME3 RPL27 VPS25 DIAPH1 PRKAB2 ZNF20 ENOSF1 PTCD3 PER2 SERPINF1 EEFSEC GRSF1 ANKEF1 DSTYK CHIT1 ADCK2 MKRN1 ZNF767P LRRIQ1 IMPA1 CCDC59 CATSPERB COX16 BHLHE40 AP4B1 NAPG RBM17 CABLES1 ACP2 YARS1 CLOCK DZIP1 STT3A WDR36 HNF1A FBXO21 TBX3 RNFT2 TMEM243 UGT2A3 ADGRB3 SYNCRIP PHF21A ATP5MC2 CD63 NHSL1 AHI1 NMBR MDM2 FBXL8 SLC9A5 AGT ABCB10 MRPL44 TTLL4 USP37 EIF4E2 TSGA10 DRAM1 CKAP2 MED4 LMO7 SPRY2 ZFHX2 MTHFS CIB2 TACO1 TEX2 UGGT1 TOR1A TEX10 GABBR2 RANBP6 ALDH1B1 HINT2 ARHGEF39 ZSCAN9 PIM1 TMEM14B FRS3 BPHL HMGA1 FLOT1 IER3 VARS2 FCHSD2 TGS1 YAP1 SQOR MAPKBP1 NDUFAF1 ZNF280D GCHFR GTF2B HADHB PNPT1 DYNC2LI1 SLC5A6 ATRAID RBP4 STAT4 NAB1 OLA1 SECISBP2L INTS14 PPCDC ARHGAP24 FAM13A COPS4 HNRNPD NUP54 SEPTIN11 CCNG2 GSTCD INTS12 RGS3 RNF185 ETV6 CPNE8 FGD4 C1RL KLRG1 SCAF11 LRIG3 INHBE TPH2 LGR5 DUSP6 N4BP2L1 WDFY2 LPAR6 CUL4A CDH24 SLC38A6 WARS1 MFAP1 TCF12 CDAN1 TLE3 COMMD4 NCOA2 MAN2C1 IGF1R POLG EFL1 SEPTIN12 SLC5A2 RUSF1 CDR2 KIFC3 RHOT2 GAS8 NCOR1 PRPSAP2 TOB1 G6PC3 C17orf64 AFG3L2 IMPA2 GNAL PELP1 SLC13A5 SLC16A3 CSNK1D CBX8 CBX4 ELAC1 ZCCHC2 GRB7 SAMD1 SLC39A3 SH3GL1 DPP9 DOP1B CAPN10 ZNF473 RERE TINAGL1 MTF2 ATP1B1 POGK MPC2 NUF2 RGS5 NR1I3 LYPLAL1 TARS2 CERS2 POGZ EIF2D AQP10 RIT1 RHOB HNRNPLL CALM2 MEIS1 SFXN5 TMEM177 UBR3 UNC80 COPS7B CTDSP1 CNOT9 MARCHF4 OSBPL10 ACKR2 UBA3 ARL6IP5 NFKBIZ TMEM44 STXBP5L AHSG CISD2 RPL37 OSMR PIK3R1 IQGAP2 FBXL17 FBXO38 GLRA1 CPLX2 TNFRSF21 ABT1 GPR6 ARHGAP18 TMEM181 VIP ARMT1 CCZ1B CDCA5 CCT6A PSPH ATXN7L1 SH3KBP1 ZNF41 TAF1 OGT SNX12 ERLIN2 SNTG1 ST18 LRP12 VLDLR ZCCHC7 SNX30 MRRF WDR31 REXO4 GTF3C5 SLC25A25 ZEB1 LRMDA ANKRD1 FRA10AC1 ADD3 GSTO1 TAF5 HSD17B12 C11orf49 FADS1 FRG1BP LTO1 VPS51 ALDOA TLCD3B HNMT CRIM1 GPR158 DCP1B RAD9B SRFBP1 QTRT2 DRD3 ZNF827 CENPU NBAS DST RABGAP1L GEMIN6 ARL14EP CWF19L2 USP12 PFKM MBNL1 UTRN GRM1 GGPS1 SRP19 TXNDC11 RBMS1 CYRIB ASAP1 ING1 ADPRHL1 UBP1 RMND5A TRIP12 FBXO36 HS2ST1 NUS1 CEP112 ENPP3 MRPL39 ANKRD40 FBXL18 GTF3C6 ZFYVE27 SLC7A7 LARP1 ZKSCAN2 RBM45 KCTD18 SAXO1 RRAGA RMND1 MICU3 GNAQ DPY19L4 WHAMM N6AMT1 EEF1A1 ATAD2 PDE6D SEC13 SMG1 CPT2 HTR5A FZD1 RNF111 TMEM268 PAFAH2 NCK1 HPD FANCC MRAS TENT5B SLC13A3 AUTS2 MITD1 FAM86C1P PPP1R9A ZFAND2B ZSCAN12 APOA2 ALG8 RCAN1 UBE2Z SCUBE1 BTG2 ISL2 GPBP1L1 TMEM69 CCDC107 GNE SSU72 CCDC58 FAM86C2P TFF1 SLC2A6 ST6GALNAC6 ZER1 ADAR IL6R GPATCH4 AZGP1 IER2 PSMC2 TUBA3FP PLXDC1 IKZF3 DBF4B ASGR2 SSTR5 PAQR4 NXF1 SLC25A45 ZFPL1 MAGOH NOL9 DHRS3 RBBP4 ALPL OMA1 USP1 SNX7 ZNF281 NCSTN FLVCR1 ATF3 TFB2M CNST PKDCC HAAO OBSCN-AS1 PUS10 DISC1 DPY30 VSNL1 ERCC3 NIPAL1 CGGBP1 INAVA EOGT POGLUT1 LRRC58 ANKZF1 SGO2 RPL22L1 CCDC191 U2SURP SLC4A1AP TPRA1 ZC3H12A MEAF6 SENP2 IFT122 SLBP LRPAP1 PGRMC2 MFSD8 ABHD18 GRM2 TMEM144 ICE1 PGGT1B CMBL C5orf63 F2RL1 ERAP1 TLR3 NSA2 GFM2 LINC01600 ACSL6 CITED2 DAGLB ZNF12 STEAP1 DLC1 NOS3 VIRMA HDX MELK MARCHF8 MBL2 MICU2 RPUSD4 ZNF503 TSC1 GFI1B NDRG2 SERPINA12 ARL5B SVOP ALKBH3 FRS2 CCT2 ARIH1 FAM227B C11orf65 TRIM44 USP54 IDH3A ATMIN ATF7IP2 COG1 PCLAF DCTN5 PLK1 CACNG2 MRPL16 MBD6 FAM102A CCDC103 ISLR2 CRK TBC1D16 ZNF23 VKORC1 SMG8 JSRP1 GATAD2A ANKRD11 ZNF641 CORO6 TTYH1 TRAPPC9 DNAAF3 PSCA UBXN6 NXN GPT SLC43A2 RILP NUDT8 HID1 TMEM68 CYP7A1 ABCA3 KCTD5 SRRM2 PLAAT5 CTNNB1 BATF2 KIAA1586 SETD5 MAPK1IP1L RBPJ ZCCHC4 MPLKIP IRF2 FILIP1L RAB31 ATXN2L STAT3 LDLRAD4 SEMA4C CNNM3 STX18 TMEM129 STXBP6 E2F6 ATP5ME IRS1 RGS14 LMAN2 EFNA1 SH3TC2 SLC33A1 CRADD CLIC4 METTL15 CNBP MT1E DUS1L GPS1 RFNG GSX1 TPST1 NLGN2 NSG2 SLC16A5 PWWP2A USP47 ZNF282 UBB GPRC5C KRT8 RALGAPB COMMD5 ACYP2 FOXN2 USP32 INSR JAGN1 FAM98B KRT19 ZNF581 ZNF524 ASXL1 FGG FGA ATF7IP METTL18 PTEN RPS7 PRND ADRA1D TVP23B ZNF217 SCG2 PPIH ZNF554 ORMDL3 MOB3A MTBP MRPL13 ISG20 ZNF131 PRSS27 FGGY RAD9A WASHC2C CFL1 RAB37 METAP1D NOC3L ESRRA MAB21L3 TRIB1 DAB1 CCDC106 PC TAS1R1 HEG1 EIF1 KCNH6 NET1 DPY19L1 CCS LEMD3 RGMB SNX31 DDX23 SNHG11 LIG4 VWC2L C12orf76 ZNF266 RPL15 CNIH2 NDUFA11 CATSPERD DHX36 CA5A TVP23C CKAP5 BANF1 EIF1AD EIF3F PCSK1 SART1 ALG10B DRAP1 LONRF3 UCP2 C11orf68 MRPL48 SUGCT NR2F1 AURKAIP1 ETV4 TMEM39A GPX2 CCDC57 SPHK1 RTTN ZBTB8OS ZSCAN2 VPS37D WDR25 VSIG10 MIR7-3HG WSB2 GRIN1 TYMS TYMSOS SIX5 SLC38A9 ZBTB34 CASKIN2 ZBTB38 PPFIA3 TGIF1 ZNF491 PGBD5 SRRM3 NECTIN3 GRB2 DMAP1 PLEC ZNF354B PLEKHM3 HTR1A PARP10 GRINA EFCAB13 FBXO34 C3orf38 TMTC2 FARSA HMGN2P46 ZBTB18 MYADM NKPD1 R3HDM2 FIZ1 DCTPP1 SOCS4 TRNAU1AP FAHD1 F2 TIGD2 EMC3-AS1 NRIP1 BHLHA15 SKIDA1 SMG1P3 CAPS2 RPH3AL NME9 ACBD4 FANCB MRPS23 ZBTB20 CHST15 GET1 NOP10 TDRKH IST1 TSEN54 GLTPD2 CACNB4 TRAPPC6B SNORC PLCB1 TTC3 RESP18 ANXA2 PAQR7 SLC25A18 SPATA13 AP2A2 SLC25A10 ARHGEF37 SELENOF CCDC159 GTF2H2C UTP11 MRPL54 GUSBP1 GPR39 FAM3B TOB2 SRARP DNAH2 KMT5A PTP4A2 PGP KCNK12 MAML2 NUTM1 ZFP1 SEPTIN9 ZBTB40 CLDN6 OSBP2 TMED9 NOC4L NELFA RPL9P14 INTS5 MIXL1 DDX51 ZNF74 MAPK11 MRPL30 KPNA7 TMEM179B LSAMP INKA1 UBE2L3 BRWD1 SYN3 MORN5 EP400P1 DNAH14 TRIM69 FAM186A ANKRD46 SLC51B SOWAHB RPS23 ANKRD20A5P SEPTIN10 MIR22HG KATNA1 PRR5 TRABD2A SERPINA11 RPS19BP1 CMC1 AKR1C1 SHTN1 EPOR CHP1 ZNF286A EXD3 ZKSCAN4 VMAC TCEA1 TMEM220 AC091057.1 DNER KLHL17 ZNF490 ZC3H6 TUBB4B COMMD6 SRP72P2 IER5L NOXA1 ADAT2 ALKBH2 ARID2 ZNF600 ZKSCAN3 RRP7A TDRD7 SERPINA3 GREB1 PPIA POM121 LONP1 EVL NCOR2 NACA MYO18A SULF2 HDAC2 POTEF ZNF846 COL27A1 LINC01560 MAML3 MVB12B TOMM20L ARHGEF12 ZNF252P FLNA ANXA4 METTL9 ZNF100 ZNF420 PCBP2 ACSL5 H3C12 SERPINA1 ZNF786 ZNF860 MAP3K5 OGDHL STMN3 HOXA4 BCO2 LHFPL5 FAM118B SLC9A8 INKA2 ZNF790 NKIRAS1 TEAD4 SFI1 ADH4 HIBCH SOWAHC ZNF770 TFDP1 HSD17B11 RPS6KL1 SDAD1 SPRED2 WWP2 TCAF1 FLVCR1-DT SH3BGRL2 YTHDF2 CNGA1 WDHD1 CTNND1 SLC34A3 CALM1 ABCA4 CDC42BPB FAM169A SCAMP5 FOXJ3 OPA1 ZNF277 STKLD1 SMC5 CAPZA2 MAP3K3 ATG9A SGMS1 MIR375 RNU5E-1 VTRNA1-1 SNORD118 RNU4-1 RNVU1-6 VTRNA1-2 RNU6-8 RNY4P10 TDRKH-AS1 CARNMT1-AS1 TATDN3 MSTO2P EEF1AKMT2 LINC01270 PHACTR4 TIMM23B ZDHHC18 RXRB MRPL38 SP5 NFKBIL1 MICB PSORS1C1 TBC1D8 C12orf73 IPO7 EXOC3L4 TMEM256 DNAJC19 DOK6 JPT2 HCG27 RNVU1-30 MIR7-3 MIR584 MIR549A SACM1L TAS2R14 RNF208 KRTAP3-1 ZNF580 SYNJ2BP C8orf82 NDUFS3 ZNF337-AS1 ATP6V1G2 PPM1N DNAJB1P1 AC019080.1 LINC02418 XPOTP1 SH3D21 CYB5AP2 FAM187A B3GNT10 POLR2J4 LINC01588 MYL5 MIR17HG TMEM242 MIR300 FAM228B SNORD3J RNU6ATAC FANCG TIGD1 LINC01124 RNA5SP60 MIR1538 EXOSC6 LAPTM4A-DT CCDC18-AS1 MED15P9 LINC02593 LINC01767 AC097468.1 HCG14 ARHGEF2-AS1 SMIM13 COL18A1-AS2 ZMIZ1-AS1 RASAL2-AS1 LINC00240 RFPL1S JPX LINC01703 LINC01729 EIF2S2P5 P3H2-AS1 ABHD11-AS1 SGMS1-AS1 ZNF192P1 RPL39P40 AL138826.1 AL606760.1 LMCD1-AS1 WDR11-AS1 HCG15 KLLN PARG RPL35AP2 TP73-AS3 INKA2-AS1 SNAP25-AS1 LYPLAL1-DT LINC01820 NACA4P PCAT6 LINC02585 HDAC2-AS2 WEE2-AS1 RASA4CP RPL41 AJ009632.2 TOB1-AS1 RPL4P6 BZW1-AS1 SERPINB9P1 LIMD1-AS1 CCDC192 USP12-AS2 LINC01293 SCTR-AS1 LINC00271 AC007099.1 LINC02015 TSPAN19 LINC01273 AKAIN1 PRH1 ZBED9 MHENCR NKAPP1 UICLM LINC01719 LINC01137 HNRNPA1P30 LINC01136 UFL1-AS1 UBE2V1P4 CTXN2 TRIM26 AC092171.3 FAM133B CCT6P3 JRK CDC42P1 ID2-AS1 LINC00957 RPS29P16 AC002310.1 FBXO30-DT ZNF815P ZBED5 VLDLR-AS1 LINC01186 DDX11L5 ZEB1-AS1 ZNF503-AS2 CDKN2AIPNL SMG1P1 C10orf143 FAM21FP AL391832.2 ABCA17P TMEM250 RNU6-599P SNORD54 RNU7-27P SNORD13 NCK1-DT NME1 AADACP1 NSUN6 TDGF1 HNF1A-AS1 GUSBP2 FABP5P3 AC002467.1 AMACR NECTIN3-AS1 STAG3L5P DECR2 SOX2-OT LINC00870 MRPS31P5 AC091153.3 LINC02447 AP000866.1 NEAT1 AP000787.1 SCAMP1-AS1 FRG1-DT DRAIC RAD51-AS1 SNHG6 AC016065.1 KCTD21-AS1 AC010198.1 LINC02458 PLA2G4E-AS1 RGMB-AS1 UBAP1L AC011346.1 ZBED5-AS1 AC090061.1 STX18-AS1 LINC02275 LINC02428 UGDH-AS1 LINC01586 OSMR-AS1 PDCD6 TRGV7 SH3TC2-DT SELENOP LMNB1-DT LINC01843 RN7SKP92 CA3-AS1 CERNA3 LINC01484 AC023632.2 RNU6-323P CLDN23 PCDHGB1 WAC-AS1 ATP6V1G2-DDX39B BORCS8 STX16-NPEPL1 LINC02324 AC005324.3 CHMP1B BRWD1-AS2 MIR9-3HG AL590627.1 DENND5B-AS1 DNAAF4 ITFG2-AS1 ZNF350 ODC1-DT ZBED6 PSMA3-AS1 CNPY2 CUX1 AC009779.2 LINC00485 SLC7A5P2 LINC02410 AL158801.2 AL132780.2 SYNJ2BP-COX16 AL139021.2 LINC01146 FOXN3-AS1 TMEM179 TVP23C-CDRT4 ANKRD34C-AS1 AC066612.1 LINC02352 SORD2P MRPL46 HMGB1P8 ZNF444P1 AC027682.1 CRIM1-DT NORAD MIR762HG AOC4P CENPN-AS1 LINC02166 AC011773.4 AC139256.1 LINC02280 AC009107.2 CAPN10-DT AC026462.3 AC010491.1 TMEM202-AS1 AC124068.2 LINC01976 SCRT1 SSTR5-AS1 DNAAF4-CCPG1 CCDC92B TMEM256-PLSCR3 TMEM231P1 GLIS2-AS1 LINC01977 ROCK1P1 ZNF213-AS1 RPS7P1 THCAT158 AC025682.1 SNORD3A NBPF11 RHEX MIR3928 MIR3913-1 MIR3678 OTUD7B MIR5588 PRKCA-AS1 SNORA74C-1 LINC01900 SEC22B MIR4519 FBXO36P1 MIR5091 MIR4437 AC243964.3 AC011444.1 SCAT1 TBX2-AS1 AL031666.2 NBPF12 SMC5-AS1 AC007192.2 ZSCAN16-AS1 IKBKG AC010618.3 SLBP-DT CAHM TAF15 RNVU1-31 ZNF30-AS1 AL390955.2 AC018647.2 LIX1L IRF2-DT AL589740.1 AC026979.2 AL024498.1 NBPF25P LINC01749 IER3-AS1 NUDT3 POM121C HNRNPD-DT STAG3L5P-PVRIG2P-PILRB C2orf15 CDC37L1-DT H2BC17 H3C6 RNU11 PRAG1 RNVU1-19 RN7SKP175 WHAMMP3 FRG1HP MIR145 CNTNAP3P2 RNVU1-28 MIR7973-1 MIR6781 H2AC17 MCM8-AS1 LINC00216 ERICD PCAT14 ELDR ARRDC3-AS1 EBLN3P FRG1CP FRG1DP PRRT1B PPARGC1A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PPARGC1A_TARGET_GENES FKBP4 IL32 NOP58 ACAA1 HSP90AA1 MGST2 DNAJA1 HSP90AB1 ST13 AHSA1 ELL DNAJB6 KAT2A HSPA8 CHORDC1 PTGES3 MRPL18 CCND3 CCT4 HSPE1 CACYBP CRYZ MTFR1L GTF3C3 TCP1 HSPH1 CKS2 NRSN2 FOXJ1 BST2 ZNF227 USPL1 MORC4 UBQLN1 APTX MRPL15 MED9 FBXO15 MVB12A HSPD1 C11orf49 HIKESHI SERPINH1 VIPAS39 BAG3 ATP5MC3 HPD TSR2 CCDC117 PWWP3A TYW3 TSACC CCT3 ALB PCBD1 TEKT1 STIP1 FEM1B SLC25A6 UBB COMMD1 CKS1B ZNF497 ZFAND2A KRBA2 UBOX5 CYP4F12 HMGB1 XPNPEP3 DDX39B SLC5A3 HSPA1B HSPA1A HSPA1L DNASE1 FASTKD5 ZFAND2A-DT DDX39B-AS1 MRPS6 PGAM5 RNA5SP473 LINC02159 LINC02324 HSPB9 RNF157-AS1 HSPE1-MOB4 LINC01127 BISPR ALAS1 TIMM21 RAB5IF CTSH RAP2A SHC1 ESRRA HSD11B2 NRSN2-AS1 CBX3P4 ITFG2-AS1 MIR4258 HEY2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HEY2_TARGET_GENES RTN4R MTA3 TNK2 HDHD5 CELSR1 PPP1R12B RUNX1T1 PIK3IP1 HERC1 KLHDC4 AIMP2 PRUNE2 EXOSC3 SMIM8 RBM24 CCNC RPL24 TANC1 PMS2 TMEM204 TMCC2 AMPD3 LPIN1 NUDT15 MTCH1 YAP1 GAS2L3 MYLK3 FIP1L1 SDK1 ACSL1 TCF7L1 JAKMIP1 PDE1C IL23R COQ8A CDS1 STIM1 RBPJ E2F6 MYRIP PYGO1 RPS7 ARNT2 TMEM70 CDK5R1 NAA38 PTP4A3 LRRC14B HDHD5-AS1 PTMA IFT140 FANCA ZNF563 MYBPC1 RNA5S12 CCDC162P PRRC2A LINC01460 MIR592 MT-TF MT-TA MT-TN MT-TC MT-TY MT-TP MT-RNR1 EML6 PDYN-AS1 LINC02248 LINC01088 LINC02495 ROCK1P1 SCARNA2 LHX3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/LHX3_TARGET_GENES HOXA9 RBBP8 TOP2A TMEM62 UNC45A TRIM7 SETD9 PCDH1 H2BC5 H3-3A ENC1 TNRC18 H3C12 GRK6 SNORD118 H2BC15 LURAP1L-AS1 RNY4 H2BC6 H2BC17 H3C6 H2AC15 H2BC9 H3C1 H2AC17 CRAMP1 HOXB8 F12 SLC7A11 H1-4 MSL2 AC025171.1 HMGN4 IFT140 ZFP62 PAXIP1-AS2 H2AC4 ZMYM2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZMYM2_TARGET_GENES CREBBP RNF19A BCAR1 CDH3 PDE4A MARK2 EIF4G3 DDHD2 RPL6 BRAP WDR76 JAK2 MYO9B TTLL1 TMED8 SAMD15 CDC25B AHCY CMC2 EEF1D PPP1R13L DOT1L TJP3 PIK3R2 PDE4C STEAP1B HIBADH RHEB RIC1 RPL28 SMARCD2 AIP DAP FAF2 ICMT TCTN3 SMU1 WRNIP1 STK35 MPST TST MLLT1 ADRM1 HAUS8 RFX1 DAP3 C1QTNF6 ARGLU1 RAC1 RPS6 GABARAPL1 SAE1 PRUNE1 MINDY1 MTA2 DCUN1D2 TMCO3 ADPRHL1 NCAM2 TIAM1 TBC1D31 FBXW5 CSRP1 CALM3 NLRX1 YY1AP1 GALNT10 RPS14 CENPN PPIB TPM4 RCOR2 PRDX2 SERINC2 PPIC RAC3 MCC PPP1R14B ZNHIT2 ERCC4 CHMP6 C8G TGIF1 PFAS SHARPIN MAF1 TIGD5 AP2A2 PBX1 TDRD7 PPIA VEPH1 RPF2 OGA RNU6-1 H3C9P EPB41L4A-AS1 KCNIP2-AS1 MIR34AHG PPP5D1 CDYL-AS1 AP000251.1 CASTOR1 GET4 PPP1R14B-AS1 NATD1 RN7SL3 NLRP1 RBFOX2 LFNG POLR1G GAMT GDF15 ZC3H4 NR6A1 LRRC27 PPP4C CDYL SKI NEMF MIDN BASP1 PCGF3 BRWD1 BASP1-AS1 LINC00337 SNORA13 RPS24P18 DAP-DT ZNF282_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF282_TARGET_GENES GCLC BAD MAD1L1 ST7 MCUB PRKAR2B TMEM132A TNFRSF12A BAIAP2L1 UPP2 RPUSD1 CDK11A CYB561 MAPK8IP2 SEC62 REV3L FAM76A PRICKLE3 MATR3 RUFY3 AKAP11 GCLM POU2F2 TBPL1 ANK1 APBA2 TMSB10 RNF19A ZZZ3 CLEC16A RAI14 SPDL1 STAU2 RTN4R JADE2 GEMIN8 OFD1 WDR37 TPR XK VPS13D PER3 ARID1B NEDD4L BCAR1 FNIP2 PHPT1 PTPRN KIF1B TAB2 KMT2C PUM2 HPF1 RC3H2 USP13 CDK14 TBXAS1 CDK17 QSER1 MPC1 GPBP1 CS WAPL HIPK2 CTSA SLC12A2 SPEN PRKCQ TLE2 YBX1 ELAVL1 ELOVL1 PKM ROGDI HDAC4 FGFR3 PLEKHH3 MEF2A SDK2 HES2 MAPK6 SLC44A1 FSTL3 MNT AP3M2 DAZAP1 PRKACA ADGRL1 ACTN1 PTPN18 ASIC4 FBXW11 PANX2 PDE8A SDHA TSG101 ATP2A3 ANO8 TIPIN VPS9D1 FOSL2 FSCN1 ACTB BCAP29 MKRN2 TPD52 MCAM TIGAR GNB1 VDAC3 RUNX1T1 THOC1 PAFAH1B3 DNM2 SRCAP DLGAP4 CXCL2 ZNF510 PHLPP1 STRADB BZW1 ME2 FAM135A ZNF671 FAT1 SSH1 APLP2 BCORL1 WNT11 MTIF2 DDHD2 USP40 BAX UIMC1 GNAO1 NOP14 DNM1L ERGIC2 AURKA PTPN4 DNMT3B DOCK9 TESC SNX5 RPL6 OTUB2 LTBP4 NDUFB2 ZNF268 NAT14 TF NLRP1 TRPM7 SNAP23 COMT HDAC6 AAAS PSMD5 PTGS1 WHRN BAMBI IL11 CREM SYDE2 MAST3 MARCHF2 CDC34 RASSF7 ZDHHC8 P2RX6 BCL2L13 YPEL1 CYTH4 MICALL1 TPTEP1 KDELR3 FOXRED2 HDAC10 CDKL1 NIN DAAM1 EIF5 DICER1 PSMA6 RABGGTA STK4 ADNP CSTF1 DNAJC5 CTSZ MANBAL MAP1LC3A ANKRD12 STAG2 ABCD1 JADE3 FNDC3A ACP5 MMP15 NME3 VAC14 CLCN7 ANTKMT RHBDL1 GGA2 MAZ TTC23 ZNF106 SGK3 UBR5 GSR PPP1R13L PLEKHJ1 SF3A2 AMH DKKL1 LYL1 PTOV1 TNNT1 OLFM2 AKAP8 ILVBL URI1 APLP1 RPS19 ISYNA1 SUGP1 ADAP1 LMBR1 MINDY4 WASL TFR2 IMPDH1 AGFG2 SHB DVL1 CCNJ ERLIN1 TRDMT1 MAPK8 PLEKHA1 KAZALD1 ARHGAP21 CCDC6 ZMIZ1 UBTF RNF167 SLC25A11 CCDC47 SYNGR2 CHIC2 NSD2 KLF3 NCAPG LPXN EHD1 CCND1 ACCS PTPMT1 C11orf21 DAO TNS2 MANSC1 LTBR RFC5 TPI1 ATN1 MAPK14 PERP PHF1 QKI TFEB BICRAL SLC29A1 PRSS16 TENT4A HSPA9 RNF130 GOLPH3 RAD50 IL5 ZNF346 NPHP3 SCAP HEMK1 ACVR2B DNAJC27 ACVR1 EIF2B4 FNDC4 SNX17 REEP6 PCSK4 IL1R1 CNPPD1 HDLBP ODC1 GORASP2 DARS1 TRAK2 ARID3A VAX2 NFE2L2 FAM20B ICMT WDR77 ATP5PB FBXO6 SMG7 MAP7D1 AKT3 GPR89A PRDX1 PIK3R3 DHDDS ARID1A POLR1G SLC8A2 DDX59 PHF3 RNF146 FBXL5 DCLRE1B SENP5 RAD23B PHF19 MXI1 AVPI1 RCL1 SIL1 ZFP30 TMPO SOCS2 PPP3CC RNF170 ZNF706 AKAP1 TMEM131L TRIM6 DESI2 OCRL KIAA1191 SHLD2 NAA60 SEPTIN7 GLIPR2 CLTA PLAU VPS26A CDKN2C CCDC91 NR4A1 NFE2 ATPAF1 FAM199X RAB9A G0S2 CHPF INHA OBSL1 STX16 NEURL2 SIRT5 NUP153 RUNX2 IRF1 PTGER2 GRK4 HS3ST3B1 SLC2A4RG MGME1 AGO3 UROD PRR12 WNK4 SLC10A3 MAP2K2 CANX INTS11 CHTF18 HIP1 STYXL1 PEX1 RBM48 YWHAH CCDC136 CD68 KIF1C CCNT1 AANAT CDKN1C MAU2 APOC1 GTPBP3 SNX9 ARPC1B ADRM1 CHMP2A TRIM28 EIF2S3 ZNF236 SLC35D2 RBM39 ZNF428 GSE1 COX7B TUBG1 STARD3 RARA SELENOS RHPN2 RFX1 PCBD2 VPS4A NES MYH10 CSNK1G2 ATP13A3 KRAS MICAL2 ZFC3H1 MRO AP4B1 ARF3 SLC43A3 CLOCK RFK NAA35 LTV1 AHI1 REPS1 ITM2C DNAJB2 TMBIM1 RNASEH2B IGF2BP3 IREB2 VEZF1 MARCHF7 NIPSNAP3A USP20 WDR38 RPS6 KIF13A TUBB2A HMGA1 NAB1 SLC40A1 SLC35A5 GLCE PPCDC SEMA7A MAPK8IP3 FGD4 C1RL NEDD1 DENR ABHD13 KCNH5 ETFA HMG20A TSPAN3 NCOA2 GCSH MBTPS1 RHOT2 GAS8 UTP4 AFG3L2 TMC6 EIF4A3 TBCD FOXK2 RNF157 CBX4 ELAC1 ZCCHC2 PMAIP1 RETREG3 PNMT SLC39A3 NFIC DPP9 RPS11 NOSIP ARHGEF19 PIGK STRIP1 MPC2 DCAF6 CERS2 SMYD2 SNAP47 DEGS1 GUK1 TPRKB SFXN5 UBR3 METTL21A RETREG2 CTDSP1 POMGNT2 IGSF11 ATG3 MARCHF6 ANKRD31 MMS22L MDH2 NCAPG2 LUC7L2 TACC1 FAM83A NAPRT UHRF2 NFIB NR6A1 ALAD SURF4 MED22 RPL7A PTGES2 LRSAM1 MTG1 BTBD10 CELF1 GRIK4 SOGA1 LSM14B FERMT3 DOC2A DCUN1D2 TMCO3 PDCD4 FSIP1 SLC2A13 GXYLT1 TMEM18 SLC25A4 TLCD4 TGOLN2 ZFP36L2 PLEKHH2 STK32B CARHSP1 CAST HNRNPU TMEM87B CYRIB LPCAT1 ZDHHC7 TBCEL XPC RAB6B ANKRD40 KLF10 MMS19 NIFK KCTD18 MIDEAS ADAMTS3 CCT8 KCNS2 HK1 NPTN ATAD2 BRPF1 TATDN2 ZFYVE9 ODR4 PAXIP1 SSBP3 DYRK1A TAB3 PEX10 RADIL CFAP251 RNF207 DEDD ZNF276 DONSON RUNX1 ALDH4A1 THEM4 MED8 CTBP1 ABR CALM3 NR2F6 HSF2BP RRP1B PDXK TRAPPC10 RALGDS CCDC12 IER2 TUBA3FP MPP3 ZNF653 TAL1 ZYG11B USP24 NOL9 JAK1 RAVER2 KIAA1522 TSSK3 CAPN2 OBSCN-AS1 KIAA1841 DCAF16 PYGO2 LENEP EOGT TMEM183A TMEM79 FEV CIP2A SGO2 PPM1L SNHG16 CDS1 CRELD1 U2SURP ZNF513 UVSSA PGRMC2 CCDC127 MIOS NIPSNAP3B WNK2 SKA3 MICU2 ZNF22-AS1 VSTM4 UBTD1 LARGE2 PACSIN3 COX11 STXBP4 TRIM44 USP54 NDST2 FAM111A ANPEP SMAD3 AKTIP TEF CERCAM ISLR2 CRK CDK12 STIM1 OR51B5 PRRT2 ZNF641 TMEM145 PPP1R14A CHAF1A RILP KLK1 ZNF83 RAB26 MLST8 SF1 HOOK3 DDIT4 BMI1 SEPTIN2 BMP1 ATXN2L MTCL1 SEMA4C CNNM3 CHTF8 USP39 TNIP2 LRRC28 RAB3B PROKR1 AGPAT2 FASN LIMS1 UGP2 BRD3 UBE2E3 IRF2BP1 HSPA4 ATF7 KIF5B CHCHD7 KBTBD2 KIAA0232 PKIA TSNARE1 TADA3 ASXL1 NMUR1 CLSTN1 RRM2 PTEN RPS7 JMJD1C ISG20 ZNF131 POP7 MCRIP2 C2CD2L FIBP BANP WASHC2C CFL1 DMXL1 EGFL7 MIR4435-2HG MRPL57 ESRRA GPR137 MICOS10 EHBP1L1 THAP2 TAS1R1 CNP JUP EIF1 MARCHF10 FAM53A LIG4 NR1D2 RIN1 CNIH2 FAM131A DCTN2 CTDSP2 SMAD2 CLTB CLCF1 DRAP1 UCP2 C11orf68 LINC00476 AURKAIP1 UBE2O ORAI3 TCP11L1 CCDC57 BNIP3 MYPOP SLC35G1 VPS37D DIRAS1 CDK5R1 DPP7 WDR73 TGIF1 NR2C2 TSPYL6 LCORL TMEM11 BEND3 CTXN1 CTNNBIP1 PER1 PTPN11 APOBEC3B MYADM PUF60 TSHZ1 ZADH2 TMEM64 SLC36A4 CUEDC1 SCRIB MEX3D PLAG1 IBA57 ADO IST1 ERCC6L2 SYNM KPNA2 ANXA2 CADM1 AP2A2 SLC25A10 BCOR FHL3 CCDC159 SH2D7 EP400 MEX3B LIN9 TM2D3 PROS1 SOCS3 CLDN6 SUMO3 NOC4L ANKS1B ADSS1 PURA DDX51 NRBP2 NOTUM HGS LMNTD2 SP1 PDIA2 PCGF3 ANKFY1 BCAP31 LAMP1 TEX38 KIF18B RXRA CYP4F3 PRR5 ZFP91 SELENOV RTN4RL2 ZNF395 TEAD1 FOXD3 RNF220 DHRS4L2 SAMD11 LIN28B KLHL17 C22orf34 PAQR9 SUMO2 HMX3 DPYD RHCE TMEM198 TMEM201 NOC2L NEMP2 SYCP2 PLEKHG4 TUBB LCOR SUPT5H MFSD14C INCA1 ZNF775 TRAPPC2 MYO18A FAM72A HBG2 ZNF846 TECPR2 MAML3 CTBP1-DT ARHGEF12 FLNA MAFG ARRDC1 NOL4L H4C11 ADARB1 PDGFA MIB2 IRF1-AS1 ENPP1 ATAD3A INKA2 MYO1C RPL12 MAK16 ZBTB14 CD2AP TMEM229B MIER1 TFDP1 SZT2 QRICH1 DDX42 PIM3 ARC ANKRD13B LDB1 GPATCH3 SCAMP5 STKLD1 DZIP3 MFAP3L SMG5 MIR378A IBA57-DT ZYG11A FOXO6 GIGYF2 MACO1 HSD17B8 BRD2 HLA-DMA MRPL38 ZBTB12 VWA7 ATXN2 AC007389.1 SYCE1L DPP9-AS1 C1RL-AS1 TMEM191C HCG27 ANKRD28 SNORA57 MIR638 SACM1L TRAJ23 NOC2LP1 SUPT4H1 SIPA1 C8orf82 CSNK1E HBE1 REPIN1 ARL16 ST7-OT4 AC009053.1 NEURL1B CSKMT APOC1P1 GOLGA8B MYL5 RPL17-C18orf32 SLC35E2A CEBPD HDAC4-AS1 EXOSC6 LINC02593 CPTP HCG14 DNAJC27-AS1 ATXN1L ZMIZ1-AS1 HMGB3P22 LINC00337 FGD5-AS1 LINC00115 BAZ2B ENTPD1-AS1 RNF207-AS1 KLLN STK4-AS1 HSD11B1-AS1 MYADM-AS1 LINC01128 SEPTIN7-DT CRPPA-AS1 C9orf147 PPP5D1 LIMD1-AS1 FOXD3-AS1 TMEM44-AS1 TRAF3IP2-AS1 AL121601.1 PTGES2-AS1 SMG7-AS1 LINC00884 LINC01399 AC108047.1 LINC01952 ID2-AS1 LINC01366 AL031727.2 SSR4P1 DICER1-AS1 LINC02569 FAM200B FAM21FP NFIA-AS1 LINC00398 PRKCQ-AS1 AC008040.1 GET4 NDUFB2-AS1 ARPC4 PAQR9-AS1 FABP5P3 PISD TICAM2 APOBEC3D APOBEC3C TPTEP2 AC087667.1 FAM111A-DT LINC01184 AC040168.1 SOCS2-AS1 PGAM5 LY6E-DT NPHP3-AS1 ARPC4-TTLL3 ZFPM2-AS1 LINC00958 RNU6-218P AP5B1 STX16-NPEPL1 AF131216.3 ZFP91-CNTF ODC1-DT AC068888.1 LINC02281 LINC02327 MAP1LC3B2 TESC-AS1 TRIM6-TRIM34 LINC01146 ACTN1-AS1 MAPK6-DT AC040169.1 AC069224.1 DOCK9-DT AL022069.1 AC022167.4 AC007114.1 AP000845.1 SUZ12P1 RN7SL525P RPL17 LINC01029 DSCAS SRGAP2 MIR4690 NDUFV2-AS1 NCOA4 ATF7-NPFF AC015936.1 PTOV1-AS1 AP001462.1 MICOS10-NBL1 AL355353.1 TLCD4-RWDD3 AL451085.2 AL355297.3 AL589740.1 SNORD58B AC025181.2 NBPF25P PPP4R3B-DT WASL-DT MIOS-DT PAXIP1-DT H4C12 RN7SL2 ADRA2B PPP4R3B MIR4734 RNVU1-26 TUBGCP5 ORAI1 CISD3 GGNBP2 TMEM191B C11orf98 EXOC3L2 SFMBT1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SFMBT1_TARGET_GENES C1orf112 CYP51A1 MAD1L1 M6PR ZNF195 REX1BD ALDH3B1 PHTF2 PRSS21 ST7L LUC7L CDKL5 SS18L2 NCAPD2 LRRC23 MBTD1 RNF216 PTBP1 ANLN CEP68 MAP4K3 EXTL3 UBR7 MAP4K5 POLR3B WWTR1 SLC45A4 ALAS1 BIRC3 VIM VEZT PIAS1 PEX3 FAM136A NSMAF NSUN2 TLL1 TRIO BEST2 TNC ZIC2 HSPA5 GEMIN8 XK C12orf4 NOP16 VPS13D AP5M1 SDCCAG8 KIF1B USP36 SOAT1 ATG5 CROCC FLYWCH1 EIF4B RNF4 CNN2 ANKS1A ZNF76 PKN2 ERBB3 SPEN PPP2R5A POLR1H TRMT11 ZFAT NEO1 PKM DNTTIP2 PRKCZ MEF2A PRR11 NUCKS1 FUNDC1 ATP1B3 MAPK6 LRP6 NUCB2 PFN2 SLC44A1 EXOC5 ST6GALNAC2 PABPC1 CFAP20 PTPN18 AFF4 MPP5 RHOBTB1 HMMR STK10 FBXW11 PDE8A BCS1L DPP8 SEMA3A FSCN1 KLHL20 ANKRD13A CAPZB MCCC1 PCM1 CBFA2T2 OPHN1 KIF22 RIF1 HSP90AA1 EXD2 DUSP12 C5orf22 NFE2L1 ITGB5 DOP1A TUT7 TNPO1 ZMPSTE24 STARD7 SCAMP1 CHERP TMED2 ZFAND6 HUWE1 ALG9 SH3BP2 SF3B2 PIR DDX18 TGDS ARHGAP28 DYNLL1 ANAPC5 CCNK NDUFB2 ZNF268 TNRC6A DLD TRPM7 PHGDH DPYSL2 AAAS SUCO EPB41L4B NUP188 SORBS1 HIVEP1 HNRNPH3 IFT74 MZF1 SNRPD3 HIRA PIK3IP1 SUN2 CYB5R3 HMOX1 GNPNAT1 CNIH1 PIGH VTI1B DAAM1 SPTLC2 PPM1A YY1 ARHGAP5 SRP54 NFKBIA MRGBP GMEB2 ARFRP1 POFUT1 PIGU VAPA POLA1 SYP UGGT2 FGF9 MSLN ARL2BP ACD VAC14 TANGO6 SLC7A6 ESRP2 HCFC1R1 COTL1 ANTKMT CORO7-PAM16 SYT17 TMC5 AP3B2 EHD4 GABPB1 BMF DMXL2 RHOV CSPP1 IKBKB NDRG1 GFUS SQLE SH2D4A SLC39A14 PPP2CB PPP1R37 PPP1R13L OAZ1 PTOV1 MED25 TIMM44 ASF1B POP4 PLD3 CACTIN PLIN3 MAST1 RPL18A LSR FKBP8 SUGP1 POLR1F PON3 SP4 DNAH11 CBLL1 LMBR1 LFNG HOXA6 SSBP1 HOXA13 NOD1 CASP2 GLI3 DNM1 AK1 TBC1D13 ABCA2 ZFAND5 SEC23IP UNC5B KAZALD1 ARHGAP21 BCCIP TFAM CCDC6 ZMIZ1 KPNB1 HOXB6 ENO3 DRG2 C17orf75 IFT20 UBE2D3 NDUFC1 TRIM2 DNAJC4 LPXN KMT5B EIF4G2 GALNT18 DDX6 HIPK3 AMBRA1 HPS5 GTF2H1 PSMD9 CORO1C KCTD10 SLC11A2 IL23A RAD51AP1 SLC38A1 COPZ1 MRPL51 GAPDH C2CD5 SRSF9 RWDD1 HINT3 FBXO9 CAP2 ZNF451 WASF1 C6orf62 GMNN TFEB EXOC2 HARS2 TENT4A APBB3 CNOT6 DROSHA NPR3 FAM172A LNPEP RAD50 IL5 PPP2CA LIFR TRIM23 TRAPPC13 TTC33 SMAD5 CSNK1A1 HMGXB3 NPHP3 FAM162A SLC25A36 SERPINI2 ACAP2 TUSC2 COMMD2 EIF1B KLHL24 PIKFYVE TP53I3 TANC1 MPV17 INO80B NDUFS7 SPTBN1 DOK1 CCDC88A FANCL STAT1 EHBP1 ZNF142 CNPPD1 ID2 PLEKHB2 DCAF17 SLC1A4 C2orf42 TIA1 DHCR24 CACYBP QSOX1 CAPZA1 RGS2 BCAS2 OSCP1 MRPS15 SSX2IP ECE1 GALE ID3 P3H1 PRDX1 SLC19A2 TMED5 RCOR3 POLR1G RCN2 CAMSAP2 ATF6 HMGN3 FOXO3 WDR35 NDUFB3 GTF3C3 ITGB1BP1 CPSF3 PTBP3 RAD23B RAB14 NDUFA8 DNAL1 ABCD4 SMNDC1 TCTN3 WDR11 KANSL1 MRPS14 PROSER1 ALG5 ETF1 SERP1 SOCS2 APAF1 COPS5 ADCY7 SEC22A B4GALT4 CAT ZNF639 ZRANB3 MRPS2 ZNF205 TRMT13 CCDC18 CYREN SPATS2 SLPI ZNFX1 STX16 MTRR FASTKD3 MCEE MPHOSPH10 HIF3A SERPINB6 XPO5 OARD1 AHNAK CNOT1 MT2A MRPS7 GGA3 GTF3C4 SLC2A4RG AP5S1 MKKS LRRN4 HNRNPR ZNF436 ROMO1 AGO3 PCID2 COX6B1 IFI6 PCNX4 IPPK FBXL16 TICAM1 METTL16 AKAP9 ZFP36 DGCR8 DOCK4 VGF CALU KLHDC10 CCDC32 ALDH1A2 VPS13C CALML4 ANAPC13 E2F8 AJUBA PARP2 HEATR5A SEC14L1 MAU2 ELOF1 PRKCSH XPO7 SNX9 CYP2E1 ADRM1 FIBCD1 UBE2M RBM39 ATP6V1E1 ACAP3 PRKAB2 CHSY1 SNRPA1 RFX1 RAF1 PPARG SCLY TBC1D14 SEC61G CTNNBL1 PPP1R3D AP3B1 USPL1 SLC41A1 TMCC2 SPART MED10 PDZD2 C12orf29 SBF2 SARAF PEBP4 MBD2 VHL MEIS2 VAV3 WNT2B LAMTOR5 TRIM45 NAPG SLC38A2 YWHAQ CABLES1 EMP1 PUM1 NREP WDR36 RFK BICDL1 TMEM243 TMEM60 RINT1 CAPRIN1 TROAP PAN2 MDM2 COG2 NTPCR STX6 NPL TMEM127 MED4 SPRY2 C7orf25 GPNMB HUS1 TACO1 NDUFB5 MRPL47 TRA2B SMPD4 CCDC115 IMP4 UGGT1 C9orf78 RALGPS1 USP20 TRMO RABEPK XPA RPL35 ARPC5L FOXP4 TFAP2A LRRC1 RIPK1 FCHSD2 THAP12 CREBZF YAP1 SLTM PARP6 UACA SMAD6 ZNF280D GCHFR BCAR3 CYP1B1 LRPPRC DTNB DUSP5 ARL3 CEP55 DNAJC13 DNA2 SSB HECW2 IDH1 SLC35A5 USP8 SECISBP2L PPCDC GPAT3 CASP6 HADH RGS3 GUCD1 ALG10 KLRG1 PPFIA2 TMEM19 DUSP6 TMTC3 NEDD1 TCHP KANSL2 CERS5 RHOF CUL4A WDR89 ESR2 WARS1 TCF12 BNIP2 UBE2Q2 HMG20A USP3 BBS4 LINS1 UNC45A RPS2 TCF25 G6PC3 SS18 TAF4B GNAL CSNK1D ANAPC11 NARF WDR45B CBX4 ELAC1 ERBB2 CACNA1A SLC39A3 FEM1A DPP9 CCDC97 TMEM50B SH3BGRL3 ITGB3BP MTF2 ATP1B1 TMCO1 MGST3 PPOX TOR1AIP1 MCL1 PIP5K1A GABPB2 EIF2D TP53BP2 SNAPIN UBAP2L GATAD2B SRP9 HNRNPLL MEIS1 CCDC150 KANSL1L VGLL4 GOLGA4 ATG3 EIF2A TMEM44 ECE2 CYP4V2 SRD5A1 PLK2 SSBP2 ATG12 ARHGAP26 FAM50B CYP39A1 PHIP PNRC1 CDCA5 LUC7L2 EBP OGT SNX12 MFHAS1 LRP12 NFIB SNX30 WDR31 CIZ1 DPH7 FRA10AC1 BTBD10 CELF1 CCDC82 HYOU1 TKFC SOGA1 CABLES2 VPS51 CCDC102B FREM2 ABCB9 UBC ITPR1 UBE3B IPMK CSNK1G3 NDUFC2 ASAP2 ADAM17 WWC2 SLC25A4 BEND6 MZT2B ATP5F1A PDK1 PFKM CAST AHCTF1 NR4A2 SLC25A27 LPCAT1 ING1 KCTD15 PPP2R5E OTULIN SH3RF1 ADAMTS1 ZNF18 AZIN1 PI4K2A MOV10 DBI PIK3AP1 FAM126B VPS37A CARNMT1 DPY19L4 NDUFAF6 C8orf37 ART3 SCAF4 SFR1 SFXN2 ATP5MPL SH3RF2 FBXO43 ZDHHC5 ZFAND3 RAB11FIP1 UTP14A ATAD2 FBRS SASS6 EIF4A2 BRPF1 SEC13 APPL1 PAFAH2 MRPL17 MRAS RNF207 TSR2 F11R CCAR2 EPB41 GART SON DONSON ATP13A2 CALM3 NDUFV3 PDXK FAM207A PCNT DIP2A C9orf116 ZER1 FLAD1 IL6R ANO10 PMF1 ALKBH4 LRWD1 NAPEPLD PGAP3 PLCD3 AQP5 LEMD2 TNFSF13 EIF4A1 NXF1 ZFPL1 LZIC TMCO4 ZNF326 BRINP3 EXTL2 TFB2M CNST MRPL55 LINC01931 MEMO1 TYW5 MAIP1 COQ8A CTSS CCNYL1 NIPAL1 CGGBP1 YY1AP1 NAXE SLC22A15 ATP1A1 STT3B SLMAP U2SURP MTHFD2L GYG1 ELP6 DTX3L ZC3H12A PRKCD ARHGEF3 DNAJB14 NAA15 LSM6 STARD4 WDR41 ERAP2 RICTOR LINC01600 KIAA0895 GALNT10 MED30 OSGIN2 DEFB1 SUN1 INTS1 CDK5 YWHAZ FXN TMC1 KDM1B HGSNAT MID1IP1 STRBP ZNF367 PCF11 ZNF503 PMPCA ENTR1 TSC1 BMS1 FRAT1 PACSIN3 SLC39A13 PSMC3 CEP295 TAF1D GPT2 IKBIP RPUSD2 API5 USP54 SERPINB8 RNF169 TMEM41B ZNF143 TMX3 ZSCAN21 TMEM135 GOLM2 SAAL1 TMEM170A SMAD3 RCCD1 SGSM1 CDK12 ACAA2 DHRS13 TP53I13 KIFC2 E4F1 DDB1 C2CD3 CTNNB1 SETD5 MAPK1IP1L DDIT4 RBPJ H1-4 MPLKIP SEPTIN2 TAP1 CDC40 STIP1 HEXIM2 MUCL3 STX18 SLC35G2 PPIC CEP120 COL4A3 CD2BP2 EFNA1 MRPL1 SLC33A1 PTPN9 NPR1 METTL15 HINT1 ANTXR1 ASPSCR1 DCXR HNRNPF PCDH7 PUSL1 PWWP2A USP47 PDCD6IP GLB1 GON7 HARS1 ELOVL6 ARL6IP1 SIX2 NUDCD2 ATF7 POLH CHCHD7 RPS9 ZNF160 KYAT1 NETO2 FAM98B GAA EXOSC1 CXXC5 P2RY6 RGS19 GPHN METTL18 PCDHB1 RRM2 RPS7 ATPAF2 MTBP TEFM MRPL13 ISG20 NEGR1 ZNF131 DPAGT1 GNB2 C2CD2L CLP1 RAD9A FUT10 MUS81 RNASEH2C PHF8 TADA2B CCDC96 ABLIM3 MFSD4B ZNF449 DAG1 SNX33 CHD2 NMNAT1 HEG1 ENDOV PLK3 DPY19L1 FBXO45 ZDHHC24 MGA SNAPC5 ANGEL2 SLC29A2 RESF1 RSRC1 C3orf33 KLC2 GK5 CKAP5 DOLK CCNE2 BANF1 EIF1AD EIF3F LIPT2 ALG10B LONRF3 UCP2 PAAF1 SUGCT NR2F1 AURKAIP1 TTLL11 JAKMIP2 SLC35A4 CSTF3 TMEM39A CCDC57 SPHK1 SLC35G1 WDR25 PLAAT3 RBIS VSIG10 TYMS PUS1 CASKIN2 ZFAS1 RPLP2 ACAD9 AP3S1 ODF3B DMAP1 P4HTM SLC25A20 NSUN3 DHFR2 COX5A PER1 GVQW3 GADD45GIP1 CLK3 MAF1 PCBP1-AS1 PDXDC1 DCTPP1 FGD6 MCFD2 NRIP1 H2BC4 ST20 BBS12 MRPS23 YIPF6 SIAH2 SLC35C1 RNF41 COA4 GINS3 SNRPE TMEM259 TNRC18 TDRKH IST1 TSEN54 ARL6IP4 SYNM SKA2 TSKU ANXA2 CEP63 CNOT10 PYCR1 LYSMD4 BEGAIN LINC01547 SF3A3 ASB7 SETD3 MRPL54 C15orf32 ALYREF RBM12B ADAP2 CMSS1 H2AC20 TM2D3 ZDHHC23 SEPTIN9 CDCA2 EIF4ENIF1 H1-10 CA13 NELFA INTS5 PGBD2 KIAA0825 TMEM179B MRPL40 BRWD1 ZNF696 WDR53 SETD4 BICD2 SDHAP3 ANKRD46 C2orf76 SAPCD2 ZNF75D TMEM222 CYP4F3 PDE2A PTRH1 CMC1 SHTN1 MAGI2 EXD3 SAMD11 B3GLCT THSD4 FANCA TTC24 FAM122A SNHG28 TMPPE ZC3H6 COMMD6 PLSCR1 BLOC1S5 CFAP54 S100A16 SLC4A5 UROS NOXA1 NHLRC3 FBF1 UTS2B ADAT2 JPT1 LIN54 NEMP2 HMGB1 IL1RAP TDRD7 ZNF79 SEMA4A FAM217B CD55 ZNF34 H2AC7 FAM3C SERTAD1 ZGPAT SND1 SLC22A4 KANK2 MAP3K5 ZNF695 MYO5A SIPA1L1 CDC42SE1 SPTAN1 RPS26 MCMBP TAF13 H4-16 AKAP17A CCDC151 MIER1 DDX42 UCKL1 PIM3 ZXDB TPM2 YTHDF2 ATL1 CNGA1 MAFK ZNF627 TLK1 C6orf89 CALM1 CEP290 LDB1 CNOT7 FOXJ3 DENND4B ZNF277 CIPC PRC1 PJA2 SNORD104 RNU6-942P SNORD114-18 TDRKH-AS1 ADAMTSL4-AS1 LINC02868 SNHG5 ADD3-AS1 EFCAB7 LCN8 ASAH2B DAXX AGPAT1 MRPL38 HSPA1A MSH5 DHX16 ZNRD1ASP RACK1 MIR1915HG AC007389.1 CNEP1R1 C5orf51 HCG27 THUMPD3-AS1 SNORD63 RNU6-2 SNORA40 LINC01089 VDAC1 ZBTB9 ATF6B CLIC1 DDAH2 CENPBD1P1 CSNK1E NAXD LINC02418 TPT1P5 ALG3 KANSL1-AS1 PPME1 EML6 TOMM6 HNRNPUL2 LINC01588 AC025171.2 UBXN2B PEX26 MIR17HG NEPNP FAM228B RNU6ATAC XKR9 EXOC3-AS1 ABCC5-AS1 INHBA-AS1 THAP5P1 SMIM13 LAMTOR5-AS1 CETN4P CT62 BOLA3-AS1 JPX LINC01703 GAS1RR RNF207-AS1 WDR11-AS1 AC079145.1 GEMIN8P4 PCAT6 WEE2-AS1 THRB-AS1 PIK3IP1-DT ZNF688 TAX1BP1-AS1 TFAP2A-AS1 ACBD6 VAV3-AS1 PPP5D1 MAP4K3-DT LINC02595 EMBP1 SLCO4A1-AS1 SNHG15 SNHG7 DHCR24-DT AC108047.1 RPL5P34 FAM133B HNRNPUL2-BSCL2 ID2-AS1 BRD3OS ITCH-AS1 SETD4-AS1 DNAJC9-AS1 CBR3-AS1 ZNRF2P1 LINC00322 MID1IP1-AS1 TMEM250 RNU7-152P PSMB9 COX19 AC093627.4 LINC00886 PLCXD2 WWTR1-AS1 AMACR RN7SL329P HOTTIP NFS1 SIAH2-AS1 ETV5 ENO1P1 GABPB1-AS1 H2AZ1-DT NEAT1 LINC02226 RASSF8-AS1 PLA2G4E-AS1 PGAM5 CSTF3-DT LRP4-AS1 STX18-AS1 OXCT1-AS1 NPHP3-AS1 ACTN3 ZNF436-AS1 FZD10-AS1 AL139353.2 MRPS30-DT RNU7-13P SHLD3 AC083973.1 AC009908.1 SLC2A3P1 CRYZL2P-SEC16B AL157756.1 AP001372.2 STX16-NPEPL1 AP003119.2 SNHG9 HIGD1AP5 BRWD1-AS2 AGAP2-AS1 PDE2A-AS1 AC025154.2 C1GALT1P1 AL132780.2 SRP54-AS1 AL359317.2 BLOC1S5-TXNDC5 NDUFC2-KCTD14 AC090985.2 ST20-MTHFS MAPK6-DT AC036108.1 LYPD8 AL050341.2 CD2BP2-DT PMF1-BGLAP ITFG1-AS1 CCPG1 AC009107.2 AC010491.1 LINC01686 GAN C15orf65 CORO7 GTF2I ZNF213-AS1 NFE2L1-DT MIR3621 AC025682.1 DCXR-DT MIR3137 AC132938.3 MIR5585 SNHG25 AP005205.2 MIR3661 AC067852.2 AC027097.1 LINC01842 AC022098.1 AC020911.2 ATF7-NPFF LINC01836 MZF1-AS1 AC132192.2 RAET1E-AS1 IKBKG AC010531.6 TAF15 ATP5MGP8 ATP2B1-AS1 NUDT3 DUSP5-DT SNORA78 INO80B-WBP1 SYNGAP1-AS1 ZNF280B NUDT18 TUBGCP5 RN7SL197P ORAI1 FRG1HP H2BC7 SNORA50C C20orf181 FLJ38576 EIF1B-AS1 EBLN3P PLXND1 ZFX TSR3 MLXIPL RANBP9 APBA3 UTP18 SLC25A39 YAF2 FHL1 R3HDM1 PER3 CDH3 EPN1 TAF11 AP3D1 KIF26A SRBD1 CLNS1A TIPIN GRAMD4 MCAM POLD3 THOC1 FKBP7 RAPGEF3 RAB10 CTTN TXLNG TFAP4 RAB11FIP3 PUS7 ALKBH5 BCL2L13 PPP6R2 C14orf93 ADNP SLCO4A1 SMAD7 CTCF PARD6A KCTD9 OGDH CAV1 FBXO24 EIF3A BMPR1A TNFAIP1 ELF2 CDKN1B FZD10 PTP4A1 EYA4 MRPS30 CDH6 SUB1 GNAI2 MOGS ARHGEF2 FBXO2 SMG7 KLHL29 SPART-AS1 WBP4 EGR1 ZC3H7A CBX3 INHBA CISD1 METTL8 NCOA3 USP9X TRERF1 ATXN1 DDX31 OPRL1 MGME1 STAT5A NUP214 RGS13 MACF1 POR EAPP CDKN1C GTPBP3 ZSWIM6 ASS1 GSE1 UBE2D2 SELENOS TRIM47 KDM6B DAP3 FBXO44 SLF1 LYVE1 BHLHE40 ROCK2 YARS1 CARS2 CEMIP2 HRK PHF21A DYSF DHX9 DRAM1 LRRC8A DSCC1 PLAA FRS3 HMGA1 TPMT DUOX1 RBP4 SPPL2A KIAA1109 FURIN TGFB1I1 KIFC3 GATA6 ZCCHC2 BRD4 TPGS1 IL19 TINAGL1 RGL1 ANP32E SLC27A3 C1orf43 CEP170 DEGS1 PARP1 PYCR2 RETREG2 FAM217A NTMT1 LRSAM1 ADM SLX4IP PDCD4 DST CEBPG TNIK FCHO2 KCNJ6 EIF5B GDPD5 CDC42SE2 ADPGK CCDC58 WDR4 AGPAT3 VAV2 TTC9C DHRS3 NFIA SNX7 ATXN7 TIPARP TPRA1 H2AZ1 NIPBL SLC4A2 AQP3 GFI1B UBTD1 SPRED1 RIMKLB PBX3 KCTD6 ZBTB49 SIN3A CHD3 RIOX1 CDCA4 CDC42BPG LRG1 ZDHHC16 GATM PTEN PDE3A SMPDL3A MMRN2 ZBTB21 PEAK1 XXYLT1 FOXC2 TOP3A MAGEF1 PIDD1 ANXA2R HTR1A BEND3 MPI SHARPIN CDC42EP4 NLRP11 CSNK1A1L ZNRF2 HOXC9 PLAG1 ZBTB20 RFX7 TIGIT CLDN7 NLRP10 RGS6 TMEM198B ARHGEF37 MEX3B FBXL7 TRIM52 PCDH9 THAP7 KNTC1 SERINC4 ATL3 OR4C10P NR2F2 KCNQ5 HDHD5-AS1 FAM186A MTARC1 RXRA ZFP91 AKR1C3 SULT1A1 H2BU1 FUT11 NOL4L PDGFA S100A10 ZNF823 TOR4A ANKRD13B SCAMP5 TSEN15 MAP3K3 MIR31 SNORD114-19 SNORD35B LINC00449 PDCD4-AS1 SERTAD4-AS1 HSPA1L MPIG6B MICB TRIM27 MUC19 RNVU1-7 RNU6-21P SNORD12C SNORA48 ARL2 MIR1915 RNA5SP146 NF1P6 SVIL-AS1 LINC01771 LBX1-AS1 STEAP2-AS1 DHFRP2 MHENCR LINC01952 ZFX-AS1 FOXP4-AS1 UBE2L5 ZNF503-AS2 LINC00857 DYRK3-AS1 NCK1-DT RN7SL862P RN7SL181P TIPARP-AS1 KCNK15-AS1 MALINC1 UBE2D3-AS1 STARD4-AS1 MIR4458HG AC105001.1 GCNT1P2 CXXC5-AS1 AF117829.1 SUMO2P20 AC105206.2 LINC02324 ZFP91-CNTF ADCY6-DT RCCD1-AS1 ARHGAP5-AS1 AC104590.1 AL596325.1 SNORD95 AP001033.1 C1QTNF1-AS1 MIR5188 MIR4289 MIR4749 AC016888.1 AP002478.1 NCOA4 MIR4512 SIGLEC20P AC104109.2 AC010240.3 LINC02084 ARL2-SNX15 TADA2A NUFIP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NUFIP1_TARGET_GENES SYT7 CLASP1 EPS15 IFT52 INTS10 TJP3 TMEM248 SMARCD2 KANSL3 SLC2A1 ARID1A KDSR ATG101 ATP8A1 BCL2L2 TTI2 DAP3 PADI1 CENPU INO80C MTERF3 PTDSS1 MEMO1 CFAP221 YY1AP1 SLBP CDCA7L E2F6 FOS FUT10 HOXC9 WWOX HOXC6 BCL2L2-PABPN1 AC096734.2 MIR4766 SLBP-DT SUCO LRRC4B RTBDN KRT8 PTEN RNU4-1 RNU4-2 RNVU1-15 RNVU1-14 RNU4ATAC DACH1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DACH1_TARGET_GENES ALS2 ARF5 RECQL POLR2J REXO5 SOX8 CCL26 FARP2 DNAH9 RPUSD1 RHBDF1 E2F2 NADK NFIX NISCH FUZ ELOA TTC19 PTBP1 SYT7 WIZ ZBTB32 ERCC1 CALCOCO1 PGM3 RWDD2A CLK1 RNF14 IGF1 SLC38A5 ANK1 ATP6V0A1 NSUN2 PNKP WDR37 DTNBP1 C12orf4 GUCA1A CLPTM1L NDC1 DGKG PARP12 DNAJC25 SNRNP40 GPBP1 VMP1 HAGH SNX24 ABCA7 AP3D1 SLC9A3R2 PDIA5 MTHFD2 PDE4A GOLGA5 MTFR1 EVI5 IDH3G COASY MEF2A PPP2R5B WIPI1 TCF3 PDCD2 AFF4 MARK2 CHFR CYP2W1 PICALM ANO8 TIPIN FRYL ACTB BAZ2A MLH1 EXOSC5 PIK3C3 TP53INP2 REXO1 CIC STX7 RABL2B KEAP1 RBL1 MEF2C BZW1 PALB2 TNPO1 SLCO1A2 HADHA CD82 AK6 WDFY1 TXLNG MYBPC2 TXNDC16 MAPKAPK5 DZANK1 RPH3A ARHGAP4 TFAP4 SPG21 MCOLN1 USP48 PLEKHG2 WDR7 TXNL1 MYO15A SPAG7 OSGEP CRAT WHRN CREM TMED1 RAB18 POLR2E CRKL PES1 LGALS1 TOM1 ZC3H7B ATP6V1D VTI1B HIF1A ACIN1 APEX1 TM9SF1 PFDN4 SPEF1 CDC25B TRIB3 AHCY CEP76 RIOK3 RENBP PIN4 PORCN RBM3 RGCC TRADD DHODH ZNF821 CMC2 MPG COTL1 LMF1 CIAO3 RHBDL1 PIEZO1 UBFD1 EARS2 USP31 RBL2 IQCH TRIP4 BMF VPS18 ZFAND1 NBN NDRG1 TRPS1 SQLE ASAH1 ARHGEF18 CCDC130 SGTA AKAP8 GPI TJP3 CACTIN ETV2 USF2 RASA4 OGDH ADAP1 TSPAN12 PDAP1 BUD31 NUDT1 RPA3 EIF4H SEC61B KDM4C FUBP3 SETX PITX3 XPNPEP1 TSPAN14 UBTF MTMR4 KPNB1 GOSR2 ASIC2 VAT1 HDAC5 EFTUD2 NAT9 TMEM104 CLCN3 UFSP2 ZPR1 SC5D EHD1 PANX1 UPK2 NECTIN1 HIPK3 MDK PRPF40B CAPRIN2 SYT10 RAD51AP1 COPS7A SUDS3 GOLT1B RWDD1 FBXO5 ZNF451 ALDH5A1 RPS12 PEX7 TENT5A HSPA9 POLR3G SKP1 TRAPPC13 SMAD5 STC2 CPEB4 USP4 TUSC2 RPL24 IQCG GBE1 SNX4 HEMK1 ACTR3 STAM2 STAT1 CCT4 MOB4 KDM3A FHL2 ID2 ODC1 COX7A2L PNO1 TRAK2 NFE2L2 SRSF4 S100PBP PRAMEF1 TMEM9 TSNAX RBBP5 HMGCL GALE IPO13 BLZF1 DHDDS CTSD KMT2A SLC8A2 CA14 RXYLT1 DNAH7 PTPA RBM18 ALG2 IRF2BPL YPEL5 SLF2 GPAM C10orf88 CAAP1 MTHFD1L SNX19 PROSER1 WBP4 ELF1 SOCS2 SLC35B1 RPL21 TRMT13 ARL4A DNAI1 RNF11 CCDC91 TRIR ADGRE5 NEUROD4 IKZF4 HJURP RAB9A SLC36A1 RAP2C SLC12A4 IQSEC2 NAGK ZNF576 WNT1 MRPS7 GGA3 NUP85 SLC25A19 DDX31 BARHL1 AP5S1 FAM110A HECTD3 FRMD8 DYNC2I1 SIN3B CHTF18 RAC2 VGF PSMG2 CHAC1 VPS13C ANAPC13 PIMREG KRI1 ARHGEF6 CBFA2T3 GTPBP3 MRPL34 SSBP4 ATXN10 EIF2S3 LRRC47 PPIL4 ACAP3 ACTR10 RAMP1 LANCL2 KDM6B POLR3F TPT1 CA1 MICAL2 EIF2S1 ARL8B DPH6 CDC73 YARS1 CARS2 PNPLA8 KCP MTO1 CAPRIN1 CD63 AHI1 MDM2 ABCB10 GLUL DNAJB2 WASHC4 SETDB2 DBNL STAM TXN SMC2 ATP6V1G1 TJAP1 C6orf52 RNF121 CTDSPL2 TTLL7 HADHB DNAJC13 SECISBP2L GABARAPL1 TPH2 SLC46A3 CSAD ZNF740 DCAF5 STON2 SLC12A6 HMG20A ABHD2 PARN GALNS ESCO1 MINK1 TBCD ZCCHC2 NOSIP RERE GPN2 SYTL1 WDTC1 PTPRF NME7 MGST3 ARNT NVL PYCR2 ZNF514 MRPS5 NBEAL1 HES6 FANCD2 ARL6IP5 TBCK SPATA5 CCNA2 SRD5A1 DDX46 FARS2 NCAPG2 MCPH1 EBAG9 NAPRT MRRF PTGES2 NRBF2 TKFC FADS1 B3GAT3 LSM14B CCDC83 UPF2 FRMD4A KIN POU4F1 SUV39H2 CCDC50 GPD1L RAD17 CARHSP1 TMEM87B UBALD1 TRIP12 FBXO36 OTULIN SORBS2 RABGEF1 FLCN SKA1 ZNF18 APOOL ATP6V1C1 MIER3 BACH1 ANKRD9 SUPV3L1 EEF1A1 ZFAND3 SEC13 FZD1 CREB3L1 BABAM2 CFAP298 ADPGK ATP6V0D1 PDXK LSS TLCD1 RUSC1 DMKN PRPSAP1 AMDHD2 SMARCAD1 COL6A3 CLASP2 SUCLG1 PPM1K U2SURP ZNF513 LZTFL1 TPRA1 PIGX AIMP1 CDC25A C4orf45 ICE1 NDUFS4 RHOBTB3 IQUB CDK5 TP53INP1 FAM219A INPPL1 LRR1 TTC8 ATP5F1C VDAC2 TSC1 BMS1 CCDC186 ZFYVE1 SVOP SMPD1 PRKCB TK2 BLCAP MARF1 PCLAF DCTN5 CCDC103 ATP5MG ZNF23 IRGQ NIBAN3 GATAD2A TRAPPC2L ZNF641 SEMA6B WDR81 C19orf48 CCDC88B ACOX2 STAT3 MAP2K1 MECP2 SCN9A RASSF6 CLIC4 CLIC3 CTNND2 PUSL1 ZNF778 GYPA FAXDC2 STX8 SP7 GPRC5C STAT2 GTSF1 USP32 KBTBD2 NUDT6 KYAT1 INSR RBKS SHCBP1 CHST11 ZNF554 ORMDL3 CERS6 COPRS TP53RK PPP1CA RAD9A ZMAT3 DHCR7 ESRRA COMMD1 TRIB1 PC PSMD1 PLK3 CEP19 LIG4 CNTNAP2 MRPL11 IL20RB CMKLR1 BRSK2 PARL CCNE2 TMEM9B RFESD FOSL1 TOMM5 ETV4 BAIAP2 MBLAC2 CRYBG2 TCP11L1 SCAND2P TYMS SIX5 CHD9 NR2C2 DNAJC28 TUBAL3 EPM2AIP1 MAF SELENOW SNX18 DNHD1 MYADM LINC00652 PSTK FAHD1 MIGA1 PPA1 SSR4 KCTD2 GPR137C BBS12 EHMT1 TMEM45A ADO MRPS11 IST1 CLN8 TRAPPC6B NXPH3 CSF1R MAFA RPL35A CEP63 PYCR1 SLC25A10 WT1-AS DDX41 SMTN UBE2F RPL23AP82 SS18L1 IRS3P EIF4ENIF1 WT1 NOC4L DGAT1 DDX51 ARL15 TCN2 SH3BGR WASH3P MRPL40 BRWD1 ZNF696 CYP4F2 CIDECP1 ZNF396 CYP4F3 MIR22HG ARAP1 EPOR AC091057.1 COL4A5 ZDHHC9 NHLRC3 NDUFA4 SPANXN3 ZNF799 ZKSCAN5 ERI2 WDR45 GYPE COL4A6 TAF13 MYO1C GRK6 MIER1 DDX42 DDX39B OR10G6 HMGN2 MFAP3L SNORD104 SNORD48 LINC01270 PBX2 SNHG32 BAG6 GUCY2EP MFFP3 C4orf47 LINC00661 DENND1C RNU6-800P GPX3 TSN ARF1P2 SAR1AP2 RPL36AP48 NOC2LP1 RPS29 RPS17P1 GALT LYRM4 C19orf38 FAM187A ZSWIM8 ZSWIM7 MCM3AP-AS1 BTBD19 RNA5SP21 RNU2-41P MIR3681HG SVIL-AS1 CETN4P LINC00240 PPIAP8 RPL35P5 MCRIP1 ERCC6 SRRM5 CHCHD2P1 CDPF1P1 NGF-AS1 PCAT6 LNC-LBCS RASA4CP TAX1BP1-AS1 ATXN1-AS1 LINC01353 LINC02777 PTGES2-AS1 SUCLA2P2 ZNF529-AS1 DDX39B-AS1 LINC01426 MAPKAPK5-AS1 MIR155HG ID2-AS1 LINC00957 LINC01278 AC127070.1 WAKMAR2 LINC02863 RPS29P22 GUSBP2 LINC00893 ARFGAP3 KCTD7 WDR92 DNAJC25-GNG10 APOBEC3C LINC01585 SEPTIN7P14 AC016065.1 PPM1K-DT AC096746.1 SOCS2-AS1 DPH6-DT BCKDHA MARK2P5 TRGV7 SMIM20 GYPB LINC02882 RNU7-124P AC009908.1 MINCR AC090200.1 AP002495.1 EGLN1P1 FAR1-IT1 AP003390.1 TMEM9B-AS1 NOX5 POLR2M LINC02733 BRWD1-AS2 ARAP1-AS1 HMBS LINC01619 MRPL46 RBM15B LINC02846 STAM-AS1 CEROX1 AC010491.1 GAN AC005670.1 AC133552.2 MIR5698 CFAP298-TCP10L MIR4690 NBPF15 SNHG25 DM1-AS AC119396.1 AC008750.2 OR4G4P IKBKG NBPF9 AC009061.2 TSNAX-DISC1 AL031055.1 AC010240.3 SUV39H2-DT LINC00653 ZNHIT3 TAF9 NATD1 SYNRG ZNF2 LINC02340 OR4G6P H4C4 SRCIN1 OR4G3P GTF2IP12 LINC02666 KBTBD11-OT1 SLC25A13 MLXIPL LRRC23 LARS2 PHLDB1 ELN KCNH2 POLR3E PSME4 SDK2 DAZAP1 NDE1 PDE8A TNS1 NKAIN1 DDHD2 CASS4 DLL3 PITPNM3 MYO9B TBC1D10A HIRA SH3BP1 ADNP RNF125 POLI CAB39L AAGAB ARHGEF10 TLE5 BBC3 ELL COMP TRDMT1 MED13 SLC22A18 PAK1IP1 ACVR1 FN1 FARSB SLC2A1 TNFAIP3 HOXB3 TAF12 MRM2 USP9X GTF3C4 SLC2A4RG UROD HIVEP3 MPDU1 ATP5IF1 AAR2 GNG5P2 SLF1 TMEM258 ABHD17C NIPSNAP3A RANBP6 MYO7A HAUS2 SPPL2A C17orf64 PNMT VPS54 LIMD1 ANAPC1 DIPK1A HEATR3 MIDEAS NDUFAF6 FGF18 CLDN12 AHCYL2 ABR SQSTM1 BDH1 CYGB MSLNL USP49 WNK2 GFI1B STK32C AGBL2 CEP57 CFAP52 STAT6 NYAP1 TEKT1 POLR2G UBTD2 BMI1 C22orf15 DCXR KRT8 OSCAR TPT1-AS1 NEGR1 ALG14 SLFN11 EHBP1L1 PEAK1 ATG13 SCUBE2 UBE2O RHOG CSTF2T ACAD9 ZNF366 R3HDM2 LINC02870 ZNRF2 TNRC18 PLCXD1 NAA38 SMYD3 CDIN1 DEFB132 CYP4F8 VSIG10L NBR1 HMX3 EEF1A1P5 S100A2 PPTC7 EOLA1 PSAP ZNF335 MYL4 TAFA2 MIR148A RNU6-992P RN7SKP249 STUM LRRC37A5P MIR1915HG SPDYC IFITM5 RNU6-841P SNORD101 RNU6-901P MIR30B FABP5P5 SLC35E2A MYBPHL LINC02523 PVALEF LINC00475 COX5BP7 PHBP16 MTND5P31 RANP5 CCDC26 BEND3P1 MTCO3P8 EZR-AS1 UBE2V1P4 RPSAP31 LINC02569 AC091806.1 RPL9P7 RN7SL75P RPL13P5 C8orf58 APOBEC3D RN7SL832P AC124242.1 P3R3URF LINC01094 RNU6ATAC32P RNU6-889P MAILR OR8G3P CYP2B7P LINC02366 ODC1-DT LINC02293 CUX1 AC009779.2 AC104590.1 AC027682.1 AC022167.4 MIR3193 BAHCC1 RN7SL480P LRRC37A16P AL009178.2 SNX29P2 MIR4477A RN7SL473P RNVU1-4 SNORA50C P3R3URF-PIK3R3 MIR7155 SALRNA3 SIX4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SIX4_TARGET_GENES SEMA3B ZFP64 OTUD5 PFN2 METTL2A STAG2 PTCD1 ZNF862 RND2 FBXW7 SLC11A2 PTPA OVOL2 CLIP1 GSE1 CABLES1 TMPRSS4 CLTC ANK3 DLG5 S100A1 CPSF4 PLXNB1 GPR146 PKD1L2 HSPBAP1 SIX2 ZFP36L1 S100A13 ADA C2CD4A DSCAM-AS1 PPP4R3B-DT PPP4R3B USP2 SMURF2 SLC49A4 GREB1L KCNG3 GTPBP2 LRRC37A4P CASTOR3 ZNF391_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF391_TARGET_GENES CYP51A1 KDM1A DVL2 DHX33 SOX8 E2F2 CDK11A SPAG9 CELSR3 UBE3C REV3L FAM76A NME1-NME2 EXTL3 WWTR1 NCDN ZFP64 MNAT1 RNH1 PHF20 RTEL1-TNFRSF6B B4GALT7 TBPL1 FAM13B ALG1 PEX3 VCL EDC4 AP2S1 ZIC2 PHKA2 GEMIN8 PREX2 WDR37 POLR2B NOP16 ARID1B RAD51 MPHOSPH9 TAB2 MCOLN3 UNKL PRDM6 SPAG4 SFSWAP SPHK2 RPL18 INTS13 TM7SF3 CTSA TLE2 ISOC1 IDI1 TGFBR3 LRP6 SLC44A1 EIF2B3 ATP2B1 TCF3 TFRC FBXW11 DERL2 SMARCE1 KDM5A PPP2R3A MAP3K13 DPP8 SLC24A1 VPS9D1 FOSL2 FSCN1 MKRN2 SPAG5 PPP2R5C MLLT10 ZCWPW1 TNRC6C TNS1 SAR1A SRCAP EXD2 JMJD4 NFE2L1 KAT6A YTHDC1 SMAP2 PREP WDR47 DNAJA1 TRIP6 ADD1 NID2 KIF9 ARHGAP28 CRLS1 NSFL1C ZBTB25 ANKRD24 RCOR1 FLT3LG GOLGA3 MCOLN1 TMEM101 TOX4 SEMA6A MYL6 SEC22C HOOK2 MYO3A BRPF3 EFHC1 HSP90AB1 JAK2 OCEL1 MYO9B SETD1A KLHL22 CABIN1 SNRPD3 TOP3B GGA1 GCAT TOMM22 JOSD1 RBFOX2 PNPLA3 ST13 EP300 POLE2 CDKN3 RIN3 DICER1 PYGB RNF24 MROH8 NOP56 CDK5RAP1 CAB39L UGGT2 MRPS31 KATNAL1 ZNF629 NAGPA LMF1 MAZ TRIP4 BLOC1S6 NBN MTMR9 R3HCC1 OAZ1 TRMT1 PTOV1 C19orf53 TIMM44 TNNT1 PPP6R1 YJU2 SLC1A5 TJP3 HNRNPUL1 CDC37 CYTH2 TNPO2 WDR83OS ETV2 CADM4 CDK6 TTC26 OGDH SSBP1 CPVL CASP2 RBM28 NRF1 GLI3 EXOSC3 TRDMT1 MAP3K8 CUL2 NUFIP2 GIT1 UBTF RGS9 RNF43 KPNB1 BLMH DRG2 SMARCD2 PSMD11 COL1A1 NFKB1 NDUFC1 TBC1D19 FOXRED1 EIF4G2 NECTIN1 KCTD10 MLEC MVK BCL7A PPM1H DDX55 TPI1 SUDS3 ST8SIA1 FGFR1OP2 MED23 GMNN PTK7 DNPH1 VEGFA CNOT6 FAM172A C5orf15 STC2 CPEB4 KPNA1 PFKFB4 GNAI2 BBX FRMD4B KLHL18 HEMK1 NCL RPS15 POLE4 SRSF7 NFE2L2 CACYBP PHF13 HDAC1 S100PBP SRM DNAJC6 MFN2 MIIP SMG7 WLS KCNQ4 RBBP5 GPR89A CNN3 RCOR3 PROX1 ARID1A TNNT2 USP35 RPN2 DYNC2I2 NR4A3 KDSR ALDH6A1 SUPT7L ATAD2B OGFRL1 MXI1 HELLS WDR11 ARMH3 KANSL1 HOXB3 MTHFD1L CCDC77 FAM53C ZFP30 MND1 PDS5A MTERF4 ZNF205 FAM126A EGR2 ADGRE5 WDR83 GIPC1 OPTN TSFM KBTBD4 INHA OBSL1 SDC4 SRSF6 ARFGEF2 STX16 PMEPA1 NEURL2 NAGK USP22 EMC3 DOK4 EFNB2 IRF1 SEPTIN6 TMEM255A SLC2A4RG SLC25A23 TMEM74B MAX GDF5 CEP250 AGO3 ST3GAL3 KLC1 RBM42 PRRG2 SBDS UXT ZBTB1 RHOT1 HIVEP3 TRAF2 EMC1 FBXL16 PTPN12 ZFP36 CCDC136 IRF5 HOXD3 DLL4 ALDH1A2 RAB2B AJUBA SEC14L1 GAMT FAM98C RTN4IP1 QRSL1 NDUFA10 OLFM1 EIF3G C12orf65 EPS8L1 HAUS8 CAPN7 VPS25 ZCCHC9 CHD1L RFX1 CCT6B PRKAA1 COQ3 GPS2 CHIT1 TMCC2 DCLK1 STARD13 IRS4 SLC39A11 SARAF COX16 ELP3 LAMTOR5 TRIM45 PLEKHA8P1 CDC73 YARS1 ELP2 USP30 SYNCRIP MAP3K7 ITGA7 BLOC1S1 RAB11FIP5 MDM2 KCNK1 MRPL44 SETDB2 IGF2BP3 RAC1 HUS1 DBNL TACO1 APTX TMEM14B FRS3 FCHSD2 SLCO5A1 TGS1 YAP1 NDUFAF1 RPLP1 LRRC49 SMAD6 SEMA6D BCAR3 TTLL7 GTF2B KIF20B DBR1 ASCC1 INTS14 SEMA7A BBS7 GSTCD INTS12 SLC39A8 GUCD1 VAMP1 TARBP2 SMARCC2 MYG1 VPS33A TLE3 HMG20A NEIL1 IGF1R USP3 CCDC33 GNAL SLC39A6 OSBPL1A GATA6 NPC1 CSNK1D CBX4 ZCCHC2 SLC39A3 DPP9 CCDC97 NOSIP RPL11 KIAA0319L ITGB3BP CCN1 RPS8 MTF2 NUF2 RGS5 USP21 ISG20L2 TUFT1 TARS2 GABPB2 EIF2D ADAM15 EFNA3 SNAP47 CNIH3 CDCA7 SUMF1 COPS7B FANCD2 MARCHF4 NICN1 DCAF1 ECE2 VWA5B2 NAF1 SSBP2 GIN1 PPIP5K2 CDKAL1 PHIP MEPCE OGT SLC25A37 REXO4 GTF3C5 DPH7 NOTCH1 GLUD1 ADD3 DNAJB12 MTG1 PAK1 NCAM1 CHEK1 VPS51 DOC2A ARID5B CCT5 ATPSCKMT PIH1D2 NKAPD1 UBC UBE3B PLBD2 SRFBP1 ZNF827 NR3C2 CENPU GEMIN6 SAR1B DNAI4 PANK1 SREK1IP1 CWC27 CAST ING1 CEBPG LGI4 NUS1 ENPP3 MRPL39 CCDC174 CCDC144B EPHB1 CDK19 GNAQ NDUFAF6 C8orf37 BACH1 TIAM1 SUPV3L1 KAT6B ATAD2 BUB1B PDE6D EIF4A2 BRPF1 RBPMS HTR5A FZD1 ETS2 PSMG3 AP3S2 PAFAH2 BABAM2 TENT5B CDC25C H4C8 KCNB1 TAGLN2 ELK4 ZNF276 RAPGEF6 PSMD4 FAM131B CCDC107 BSDC1 NR2F6 PDXK CFAP410 FTCD ST6GALNAC6 SIK3 NLRX1 UBE2Q1 SQSTM1 MGAT4B FBXO27 ZNF382 PLXDC1 PLCD3 CZIB NFIA KLHDC9 WDR26 DISC1 STT3B PRKCI ICA1L CCNL1 SLC4A1AP CAMK2N2 RFC4 GNL3 PBRM1 TASOR SLBP GRPEL2 ERAP1 NSA2 GFM2 CITED2 TBX20 BMT2 KCNK5 OSR2 YWHAZ PSIP1 CCDC171 KIAA1958 BRWD3 GTF2A1 ZCCHC24 PGM2L1 ARF6 VDAC2 TSC1 GFI1B BMS1 SLC39A13 HIF1AN ALKBH3 ANAPC16 USP54 MCM7 ZNF3 RIMKLB HTR3A AP1G1 PCLAF NAV2 STAT6 TSC22D4 SGSM1 PIP5KL1 TRUB2 COQ4 ISLR2 CRK RRM1 MIDN DNAAF3 EEF2 MIS12 TK1 TMEM68 FAM234A ABCA3 CTNNB1 KIAA1586 SETD5 ZCCHC4 MPLKIP STAT3 STX18 GFM1 MRPL1 METTL15 FASN DUS1L UBE2E1 SIK2 RNF150 GABARAP CDK1 UBB PYM1 COMMD5 XKR6 RBKS KRT19 ZNF581 DLK2 ZNF570 RRM2 FRMD5 SLFN12 MTBP MRPL13 GNB2 HOXC5 DCP2 PPP1R3B PEAK1 CCDC106 C11orf80 HAP1 UBXN2A ZBTB4 SNHG11 BBS1 B4GAT1 SH3PXD2B RPL15 ASPHD1 FBXW8 PDIK1L PARL PCCA CCNE2 BANF1 EIF1AD EIF3F ALG10B DRAP1 C11orf68 SUGCT LINC00476 AURKAIP1 RTTN SIX5 ANO6 PAWR NR2C2 CSTF2T GBA TENM3-AS1 DMAP1 MPI AURKB GGN CALR CDC42EP4 ZNF771 PSTK EXOC3 FZD2 ZNF609 EMC3-AS1 SMG1P3 HOXC9 POLR2A DDN RELL1 GINS3 CHST15 USH1G ERCC6L2 PLCXD1 TSHZ2 TSKU TMEM198B SRPRA OTOP2 AFMID CCBE1 TMEM121B CCDC159 SF3A3 GUSBP1 PTP4A2 PPP1R2 RPL23AP82 THAP7 CLDN6 H1-10 NOC4L NELFA FAM43A DDX51 SIGIRR PGBD2 CDNF PRKG1 LAMP1 PTCH1 LRCH3 CIDECP1 KLHL32 UBE2H C17orf58 HEXIM1 SHTN1 EPOR C11orf96 HSPA14 ISG15 ZNF383 HES4 CENPP H2AX FAM83G RHCE CYP51A1-AS1 SPRED3 UTS2B KCTD21 ADAT2 ZKSCAN3 SLC35E2B SRGAP3 ZNF569 NCOR2 TCF4 S100A2 SNHG17 MAML3 H2BU1 ARHGEF12 FLNA METTL9 H4C3 TRIM33 MAP3K5 STMN3 MIB2 CDC42SE1 ZNF181 ZNF790 NKIRAS1 H2BC12 SNHG12 NOL8 ZNF335 RPS4X GRK6 PRIM1 CD2AP MIER1 DDX39B CALM1 PNP VTRNA1-2 H2BC18 ADD3-AS1 EFCAB7 MACO1 BRD2 MRPL38 NELFE APOM BAG6 PRRC2A MICB PRR3 GNL1 DISP3 C12orf73 SMG1P2 LIN52 RNPS1 THUMPD3-AS1 RNU6-1039P MIR615 MIR194-1 FAM24B FIRRE VDAC1 HEXA NDUFS3 ADAT3 RPS29 IRF9 ALG3 AC141586.1 TMEM242 TMEM167B SLC35E2A AL390719.1 TENM3 ZNF433-AS1 MIR1302-3 AP4M1 FAM200A NUTM2A-AS1 EPB41L4A-AS1 LAMTOR5-AS1 JPX FGD5-AS1 LINC00431 PRICKLE2-AS3 WDR11-AS1 SCAMP4 SPAG5-AS1 LINC01132 MIR646HG LINC02585 WEE2-AS1 C9orf147 ANKRD18B PROX1-AS1 PSMG3-AS1 THAP7-AS1 COL6A4P1 CCDC192 TRAF3IP2-AS1 ZBED9 SMG7-AS1 SNHG7 B4GALT1-AS1 DDX39B-AS1 RPSAP31 FAM133B LINC01664 AC013270.1 CNN3-DT MTFR2P2 DICER1-AS1 KDM4A-AS1 LINC01275 NALT1 ABCA17P SNORA13 RNU7-27P NME1 CRCP BMS1P4-AGAP5 BMS1P4 MRPS31P5 C4orf48 NME2 RN7SL446P ZNF585B RAD51-AS1 SNHG6 SEPTIN7P14 AC116535.1 DNAJC3-DT AP000802.1 CKMT2-AS1 STX18-AS1 MCPH1-AS1 MRPS31P4 HOXC-AS1 GLUD1P3 ZNF345 ZNF260 RBPMS-AS1 SUGT1P4 AP003390.1 SUGT1P4-STRA6LP STX16-NPEPL1 SUGT1P4-STRA6LP-CCDC180 AP003119.2 AP001107.9 C10orf88B PRECSIT RTEL1 AL132780.2 AL359317.2 AL606760.3 HEXA-AS1 SLC7A5P1 AC009065.4 CEROX1 AC079341.1 DHX33-DT ZNF213-AS1 AC025682.1 MIR548AW SNORD55 NOTCH2NLA MIR548AL MIR1273C MIR4674 SNORD84 MIR5188 MIR3143 SEC22B GATA6-AS1 MIR3178 MIR4479 MIR4530 MIR4634 LINC01775 PTOV1-AS1 ZSCAN16-AS1 SLC25A53 SLBP-DT AC009549.1 AL355353.1 AL390955.2 NBPF19 AL024498.1 NBPF25P DCP1A TMEM167B-DT NOL12 SNORA16A PCCA-DT H2AC12 NUDT18 MIR4734 H3C1 RN7SL1 H4C5 NKILA MCM8-AS1 LINC01012 LINC01144 GTF2IP12 SALL4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SALL4_TARGET_GENES ENPP4 CYP51A1 HECW1 MAD1L1 AK2 RECQL HSPB6 IBTK FBXL3 PHTF2 CDKL3 DNAJC11 SYPL1 SPAG9 AASS ST3GAL1 PKD1 HEATR5B SEC62 FAM76A SPRTN EEF1AKNMT UQCRC1 NME1-NME2 ABHD5 AKAP8L PPP5C CALCOCO1 POLA2 ZC3H3 MDH1 CCDC88C MATR3 NCDN SAMD4A SPAST RNH1 AKAP11 UBR2 TOMM34 SNX1 RABEP1 CENPQ RANBP3 ARID4A ZCCHC8 RNF19A FAM136A ZZZ3 USP2 CLEC16A RAI14 PHF23 CDH10 TNC TDP1 AP2S1 CP HDAC9 RRM2B MPHOSPH9 RRP12 MSMO1 AP5M1 HHAT GINM1 USP36 PUM2 ZNF280C TMCC3 ATP11B GATB MXD1 MON2 GPBP1 ZNF112 ELMO2 WAPL VMP1 ISOC2 GPC1 INTS13 RFXANK ABCA7 HMG20B PDIA5 KDM4A GOLGA5 FGFR2 EML1 KLF6 TRAM1 EVI5 PKM TP53BP1 FGFR3 MEF2A INPP5A PRR11 KIF2A IFT80 SIRT2 PPP2R5B BCL3 KCNAB2 LRP6 PFN2 EXOC5 CLTCL1 RNF126 WIPI1 ASNS TESK2 CFAP20 EIF2B3 CDC42 RAD18 LMCD1 BUD23 SEL1L TCF3 HLTF PRKACA ZFYVE26 SREBF1 KDM5A PPP2R3A FERMT2 CLASP1 NUAK1 TIPIN RASAL2 ZNF37A FRYL PTPN23 XAB2 PPP1R12B EXOSC5 LRCH4 SMC1B TULP3 TNRC6C TOLLIP XRCC5 CIC FDFT1 DNM2 EPHA6 HSP90AA1 RBL1 RSBN1 AFP PHLPP1 FAM135A NFE2L1 BCKDHB ULK2 REST AGBL5 SEH1L WDR47 CPNE3 CHMP5 NFX1 ERO1B ZW10 ACOX3 SRRT NLK SH3BP2 NOP14 GMCL1 ERGIC2 RFX2 CNOT3 PTPN4 KHSRP CRLS1 KIZ ANAPC5 DZANK1 RPLP0 SIRT4 CDIP1 BIRC5 DHX32 LTBP4 NUDC TFAP4 MCOLN1 AARS1 RBM27 LAMB1 FH SPAG7 HNRNPC EZR DPYSL2 CDC6 CBX5 PSMD5 IKZF5 NUBP2 EFHC1 HSP90AB1 CDC5L ZNF184 TMED1 FBXL19 BCL7C POLR2E IZUMO4 MADCAM1 TRMT2A RANBP1 HIRA GTPBP1 TTLL12 MIEF1 MYH9 FOXRED2 EIF3D TNRC6B IFT27 FAM118A RBX1 FKBP3 SDR39U1 PRMT5 ATP6V1D PSMA3 TIMM9 KIAA0586 HIF1A SUSD6 EIF5 DICER1 ZFYVE21 MTHFD1 ZC3H14 VRK1 RPS6KA5 DCAF11 TCFL5 DIDO1 GID8 SEL1L2 CHMP4B FAM83D ACOT8 EMD MRPS31 MGRN1 NUP93 ZNF821 SLC7A6OS UBE2I GSPT1 RNF40 TTC23 ZNF106 OCA2 GABPB1 DNAJC17 INTS9 POP1 EIF3E UBR5 ERI1 GSR HNRNPL NFKBIB SNRNP70 SLC17A7 TBC1D17 TLE6 SGTA CCDC61 VRK3 PPP6R1 C19orf44 MED26 ZNF419 GPI PIAS4 YJU2 ZFR2 CACTIN HNRNPUL1 FZR1 RPS19 NAPA PTPRS MEGF8 CYTH2 SYNGR4 DBP LENG1 PRPF31 TFPT RAB3A ELL CRTC1 SUGP1 NAMPT ITGB8 HBP1 MPP6 H2AZ2 CAV1 RNF32 LMBR1 HIBADH CHN2 ABHD11 STX1A SNX8 FBXO24 AGFG2 CHCHD3 CDC37L1 BAG1 SEC23IP PPP3CB CCSER2 GBF1 CUEDC2 EDRF1 TASOR2 ZMIZ1 CASC3 MTMR4 DHX40 TUBD1 RPS6KB1 CDK5RAP3 CBX1 DDX5 RAB5C EZH1 MMD NAT9 TMEM104 TNFAIP1 IFT20 OCIAD1 DCUN1D4 LAMTOR3 UBE2D3 GRPEL1 RAPGEF2 NCAPG MTCH2 HSPA8 LPXN ATG2A EHD1 OSBP KMT5B CCDC86 FBXO3 ACCS SOX6 EXPH5 KCTD10 SLC11A2 IL23A ATP5F1B PRR4 GPN3 VPS29 GTF2H3 EIF2B1 RERGL STX2 CAND1 RAB5B NUP107 GOLT1B RAB35 RIC8B FGFR1OP2 TDP2 TMEM14C RNGTT PPARD SOD2 BACH2 ZNF451 E2F3 ACOT13 HBS1L SLC39A7 PACRG COX7A2 TMEM30A HMGCS1 HMGCR CERT1 FAF2 RNF130 CCNG1 POLR3G PPWD1 TCERG1 DPYSL3 SMC4 SELENOK PFKFB4 GNAI2 RPL24 BBX SLC41A3 ABCC5 SSR3 FOXP1 KANSL3 SLC35F5 ACTR3 GTF3C2 INO80B CCDC88A EHBP1 OTX1 SF3B1 HSPE1 KDM3A HDLBP STK25 ODC1 PLEKHB2 STRN ATF2 C2orf42 PCYOX1 SUMO1 TCEANC2 TMEM59 MRPL37 ICMT STXBP3 ERRFI1 RAP1A SFPQ LAMTOR2 MAD2L2 LEPR OSCP1 EXOC8 C1orf109 MTR SDHB EBNA1BP2 PRDX1 SLC19A2 DARS2 RSRP1 RCOR3 DHDDS NSL1 CENPF OSBPL9 KMT2A FILIP1 FBXL5 RXYLT1 DCLRE1B CCNI ELL2 UBE2B CCDC92 PPP4R4 RBM25 ALDH6A1 NRDE2 FAM98A AFTPH CRIPT SMNDC1 AVPI1 ARMH3 CENPL NUDCD1 ENY2 CCDC77 TAF12 KBTBD7 SIL1 PLS1 NR2C1 UBIAD1 FAM117A CEP89 TRMT1L DPPA4 KIF18A PEX16 TBC1D15 KHDRBS1 POLK PMS2 CALD1 CISD1 VPS26A IFT81 DDX39A CENPK ORMDL2 HOXC13 TUBA1B MORF4L2 TTC21B PFKFB2 CHPF DNPEP OBSL1 NCOA5 VAPB STAU1 DDX27 PAIP2B ZNF576 SNRPC XPO5 NQO2 KLHDC3 MEA1 GLO1 SSR1 SLC35B3 NUP153 CNOT1 LRRC29 GOT2 GRK4 MRPS7 GGA3 TRIP10 GPR108 RTN2 SYMPK PANK2 GZF1 NAPB EIF2S2 KDM5C TMEM115 XRCC3 TUBGCP3 RBM42 SCAF1 EMG1 MAP2K2 TRAF2 HELB FGFRL1 FBXL12 HP1BP3 EPS15L1 SMARCA4 KDM4B EMC6 AAMP PNKD RNF6 HIP1 STYXL1 ATF4 RIBC2 DOCK4 POT1 PRKRIP1 CALU NDUFA5 MYO1B MYO5C TTBK2 IVD SUMF2 FXR2 PHF20L1 CDKN2D BCL2L2 AJUBA NRL TTI2 MAU2 CDC16 TOMM40 XPO7 RPL36 DDA1 MLLT1 ACTN4 ZSWIM6 LSM4 ZNF337 OSBPL2 TMEM160 LRP3 C12orf65 POLN RBM39 ZNF141 RBSN GFPT2 TUBG1 RPL27 ACLY ANKHD1 UBE2D2 C1orf159 NPHP4 TOP2A FAAP24 ZSWIM4 RFX1 UTP3 WBP2 H3-3B RIDA PRMT7 KHDC4 ZSWIM3 OSER1 PEMT DCLK1 FAM104A MKRN1 LARS1 ARNTL SARAF DGLUCY NUMB EIF2S1 ELP3 VHL EDEM1 EMC7 AP4B1 ARF3 FBH1 ANKRD16 SOX5 PUM1 DHX34 STT3A TMED7 WDR36 NAA35 PSAT1 TAOK3 USP30 TRAFD1 TMEM60 EPHA7 PHF21A EHF CDK4 TSPAN31 TFCP2 PAN2 HNRNPA1 PRADC1 CCT7 BCO1 CEP350 MRPL44 USP37 TMEM127 ISCU NEK3 CHST12 RAC1 NUP42 HUS1 IREB2 SRSF1 DCAF7 KAT7 ACTL6A TRA2B ERMN ABI1 STX17 NCBP1 RANBP6 DNAJB5 PIM1 TMEM14B TMEM63B TCF19 MDC1 SULF1 SLC37A4 RTF1 RMDN3 ZNF280D RSL24D1 TTLL7 KYAT3 KHK PPM1B RAB1A ARL3 ASNSD1 FASTKD1 ABI2 PPCDC SEC31A G3BP2 CCNG2 USO1 SCAF11 DUSP6 SLC15A4 KANSL2 CERS5 TMBIM6 RHOF DENR ARMH4 EFCAB11 AK7 WDR20 NIPA2 TCF12 ANP32A HMG20A NCOA2 ARRDC4 LINS1 ABHD2 TICRR DET1 IQGAP1 KATNB1 MBTPS1 GID4 NOB1 C17orf80 TOB1 CLTC BCAS3 AFG3L2 RPRD1A OSBPL1A PELP1 RAB40B EIF4A3 FOXK2 CEP131 RETREG3 SLC39A3 SH3GL1 DUS3L ZFP14 DOP1B EVI5L ZNF473 RPS11 KIAA0319L MTF2 STRIP1 TMCO1 RGS5 PRCC MRPL24 HDGF TOR1AIP1 RGL1 ZNF687 ANP32E ENSA POGZ GABPB2 GATAD2B SDE2 ARF1 PARP1 PPFIA4 EML4 CALM2 WDPCP CIAO1 HSPD1 CCDC150 UNC80 COPS7B CNOT9 GMPPA OSBPL10 SLC25A26 LRIG1 PHLDB2 DCAF1 DGKQ ENOPH1 ANK2 MYO10 LIX1 PAM BTF3 ARHGAP26 G3BP1 TENM2 MMUT ABT1 PHIP PNRC1 TIAM2 WTAP ZMYM4 ARMT1 MDH2 MEPCE TMEM209 LUC7L2 OGT SNX12 HMBOX1 CHMP7 GOLGA7 LACTB2 EBAG9 ZNF7 UHRF2 CER1 ZCCHC7 SURF4 MIGA2 RSU1 ANKRD30A CAMK2G FRA10AC1 TCF7L2 LRRC27 MTG1 PAOX TAF5 PPRC1 CNNM2 BTBD10 TNKS1BP1 INTS4 DSN1 LSM14B VPS51 TAOK2 TMEM218 MTMR12 UBC SLC7A11 NGLY1 OXSM TMEM263 ANK3 IPMK RAD9B PLBD2 MAGI1 SRFBP1 TMEM18 ACAD8 THYN1 NR3C2 PIGF WWC2 CENPU ACSL1 CENPJ GPATCH11 SPC25 PDK1 ZNF256 PAN3 HNRNPDL SRP19 TXNDC11 CETN3 RANBP2 CYRIB LINC00467 UBP1 RPIA CNKSR3 TRIP12 FBXO36 PPP2R5E ANGPT1 MIA3 ENAH SORBS2 CCDC174 KLF10 ATP6V1C1 PI4K2A ZFYVE27 TRMT44 ZKSCAN2 RMND1 CARNMT1 WHAMM N6AMT1 CCT8 SCAF4 SFXN2 ZDHHC5 NPTN NTAQ1 ATAD2 ZNF689 VPS8 PDE6D EIF4A2 BRPF1 RBPMS DDX19B RNF111 CCNB2 C2CD2 AP3S2 PRXL2B PEX10 WIPI2 PAFAH2 CFAP251 H2BC5 EIF5B AHCYL2 DEDD CCAR2 MIS18A ALG8 PAXBP1 ATP5MC1 MORC3 ADPGK ADIPOR1 STARD9 RSPRY1 GPBP1L1 TMEM69 CALM3 BSDC1 PKNOX1 RRP1 LSS SHKBP1 DEDD2 CHTOP FLAD1 UBE2Q1 FDPS GBAP1 VPS28 RPL8 AP2M1 ABCF3 U2AF1L4 FDXR TMEM143 FMNL3 RACGAP1 LARP4 EIF4A1 RPL26 SPSB3 CCNF ZNF281 ARPC5 PEX19 C1orf74 ATF3 RBM15 B3GALNT2 MRPL55 DISC1 WDCP LYSMD1 SCNM1 DCAF16 TSACC CCT3 TMEM79 AZI2 ANKZF1 CHCHD4 SNHG16 NEPRO FAM86KP PPM1K TIPARP HESX1 SMIM14 RBM47 MTMR14 UVSSA TASOR ABLIM2 PGRMC2 SAP30 ARFIP1 ARSK STK17A SLU7 CDK5 SLC4A2 FOXK1 OSR2 SLC25A32 DCAF13 VIRMA TMEM65 PSIP1 METTL2B PGAP4 ZHX1 VCP ZCCHC24 PGM2L1 SKA3 KBTBD6 OTX2 TSC1 STK32C ZNF219 TC2N CEP295 SPRED1 ZFYVE19 BTRC NOLC1 GABRB3 COX11 STXBP4 SMPD1 RPL27A TMEM41B ZNF3 IQCD NDEL1 HSP90B1 AP1G1 CIAO2A NAV2 NEMP1 SMAD3 AKTIP MARS1 ISLR2 SP2 GPRC5B CDK12 TEPSIN IRGQ KLHL26 GATAD2A MVD ANKRD11 RAB4B PROSER3 ZNF526 TRAPPC9 YIF1B CHAF1A HDGFL2 NXN WDR81 HSD11B1L ZNF83 SPRYD3 NDUFV1 CDK2AP2 ATP5PD SLC3A2 CTNNB1 COPS6 KIAA1586 RAB4A THAP9 RBPJ PCMTD1 MOBP SEPTIN2 STIP1 ATXN2L HEXIM2 LRATD2 TMEM208 STX18 RNF181 LRRC28 LETM1 MFF E2F6 ATP5ME HSPBAP1 TBC1D10B LMAN2 METTL15 C15orf40 LRRC45 CENPX CTNND2 ZNF764 NANP GABARAP UBB PRDM10 MGMT PA2G4 STAT2 RNF34 POLH FOXN2 TMEM43 ZNF692 NAIF1 CANT1 PGAM1 ESCO2 ASXL1 ZNF318 ETFDH RAB4B-EGLN2 ATF7IP CAMTA1 FRMD5 ATPAF2 DRC3 ORMDL3 EIF2AK3 MOB3A SLFN12 MACROD2 HINFP STARD5 GNB2 SYNPO2 CLP1 BANP PPP1CA TMCC1 PSME3IP1 RAB43 PDP2 DMXL1 KDM2A ADCK5 MRPL57 NOC3L GOLGB1 MAP3K11 TRIB1 CEP83 CNP JUP RBM4B ZDHHC24 DDX23 ZWILCH RPL4 RPL15 PDE12 PTDSS2 MICOS13 KCTD13 ZDHHC14 UBE2C PSMD2 PCCA ZNF25 RAB6A TMEM70 LINC00476 RPS6KB2 TOM1L2 ZNF77 B3GNTL1 ETV4 HOXD8 SSNA1 DLEU1 UFSP1 BNIP3 MYPOP ANAPC2 DNAJC30 VPS37D USF3 RMDN1 NFATC2IP SEC24C FBXO46 ULK1 CHD9 MAN1B1 CASKIN2 ZBTB38 PPFIA3 TGIF1 GBA CASC2 ACAD9 TMEM94 AL162595.1 TENM3-AS1 ZNF518A GRB2 IMP3 STAP2 SH2B1 FAM220A ERN1 PARP10 GRINA TMEM52 EFCAB13 APOLD1 RFLNA ZBTB7A TUFM EXD1 ZNF664 KLHL28 SHARPIN PLD6 MAF1 PCED1B PIPOX MYADM SERTAD2 RNF227 CITED4 R3HDM2 PUF60 TRNAU1AP MYLPF PRKRA ZNF816 ITPRID1 H2AC6 H2BC4 YOD1 SMG1P3 PSMG4 KCTD2 MRPL14 SLC25A42 NPM1 FRAT2 RAP2B ZBTB20 MACIR COPG1 LINC00471 RELL1 TDRKH IST1 ERCC6L2 TSEN54 MRPS16 RAD51B ZSCAN22 PGBD4 GLRX5 SKA2 LINC01006 COL18A1 SMDT1 PTTG1IP ASB7 TENT5C UTP11 PRR14L KREMEN1 RBM12B TOB2 PGP C11orf72 TSSC4 COPB2 TXNRD2 SEPTIN9 CDCA2 EIF4ENIF1 ATL3 SIVA1 PRPF39 PRKN TEDC1 SEPTIN7P13 SP1 PCGF3 P4HB BRWD1 EP400P1 ANKFY1 LAMP1 RNPC3 PPP1CC ZNF555 MIR22HG PDE2A TPCN1 HEXIM1 POFUT2 LINC01551 EFCAB6 PLCD1 CMC1 AL162231.1 CHP1 ZNF286A C17orf97 FANCA SECISBP2 FANCM CYHR1 RINL ZC3H6 TUBB4B FAM230G ZNF559 BLOC1S5 SRSF10 CYP51A1-AS1 TMEM198 NELFB ZNF292 ZNF567 PLAC9 ZNF527 CCDC189 ACADSB SUPT5H ZNF140 EVL XRCC2 MRTFA TCF4 AMZ2 VKORC1L1 PPTC7 KPNA5 SMIM10L2B PCBP2 PCNX3 ABCB8 SND1 C1D DDI2 PELI1 CDC42SE1 RPS26 MCMBP GPAA1 NKIRAS1 SPG7 ZNF335 SFI1 QRICH1 STYX ASPH OGA TCAF1 ZNF808 MAFK NUDT16 MDM4 C6orf89 CALM1 TTC37 TOGARAM1 LRRTM3 RPL10A FOXJ3 INPP5F ZNF277 STKLD1 CAPZA2 MT-ATP6 SREBF2 ATG9A MFAP3L SMG5 PJA2 MIR302C RNVU1-22 SNORA70 RNU6-263P RNU6-173P RNU5E-6P RNU4-2 TDRKH-AS1 LINC02408 TATDN3 LINC00862 TRAF3IP1 RXRB BRD2 RNF5 AGPAT1 PJVK SP5 STK19 DXO CCHCR1 PRR3 GNL1 ZNF616 PPP1R11 AKT1S1 TTC25 ATXN2 FAM216A PSENEN C4orf46 PDE7A SARNP PRR13 LIN52 ITSN1 CRYZL1 C21orf62-AS1 ZCWPW2 THUMPD3-AS1 MIR512-2 MT-TF MT-TT SACM1L MT-RNR1 TRAV6 TAS2R14 LINC01089 LINC02693 ZNF611 DNLZ RBMXL1 LEPROT ZNF337-AS1 ZNF888 ZNF321P PPM1N TAX1BP3 SMIM7 PAXIP1-AS2 TTC41P C19orf38 HAUS3 CYB5AP2 RAD51AP2 PHB2 HOMEZ MYL5 MCM3AP-AS1 CYB5RL MIR933 PAM16 PPP3CB-AS1 ZNF816-ZNF321P C19orf73 XKR9 HDAC4-AS1 CD99P1 LINC01870 OSER1-DT EDRF1-DT MIR3681HG TMCO1-AS1 ATXN1L AC095032.1 RASAL2-AS1 NDUFAF8 LINC00337 SBDSP1 TMEM30A-DT NOL7 LINC01534 KCNIP2-AS1 ZNF25-DT SRRM5 LMCD1-AS1 KLLN DNAJC9-AS1 LINC01649 LINC01320 PCAT6 HDAC2-AS2 MRPL45P2 AC064807.1 LINC01715 PANK2-AS1 PET100 TOB1-AS1 SERPINB9P1 PPP5D1 LIMD1-AS1 ZNF341-AS1 HSBP1 LINC01508 MORF4L2-AS1 DLEU2 TMEM44-AS1 PRH1 RPS7P3 LARS2-AS1 ZNF687-AS1 SEC1P CYP1B1-AS1 CCDC144NL-AS1 LINC01237 EIF2AK3-DT LINC01952 ZNF37BP LRRTM4-AS1 ITGA9-AS1 LURAP1L-AS1 DICER1-AS1 AC010729.1 MFF-DT CBR3-AS1 CAMTA1-DT LINC01409 LINC01275 FAM200B LINC00674 LINC02570 RNU7-88P AC008040.1 ERICH2 NME1 AC091390.3 LINC00886 LINC02614 AC141424.1 ARFGAP3 C22orf39 SOX2-OT TIPARP-AS1 AC091153.3 ETV5 MTHFD2P1 GABPB1-AS1 LINC02453 USP2-AS1 LINC00461 KCTD21-AS1 LACTB2-AS1 PPM1K-DT UBE2D3-AS1 SNHG10 AC090061.1 GPRC5D-AS1 OIP5-AS1 MARS2 STX18-AS1 BCKDHA FAM198B-AS1 ACTN3 LINC02511 AC046134.2 LINC01333 MIR302CHG AC139887.2 ZNF564 LINC02233 AC010210.1 SELENOP SNHG21 THAP9-AS1 TMED7-TICAM2 AC104123.1 MALAT1 C8orf88 LINC01484 AC023632.2 FBXO3-DT MPV17L2 BORCS8 ANKHD1-EIF4EBP3 AC005324.3 TOLLIP-AS1 BRWD1-AS2 AC093510.1 SNHG1 RMST PXN-AS1 ZNF225 POLG2 LINC02282 LSM14A ODC1-DT PSMA3-AS1 ATXN2-AS SLC7A5P2 AL132780.2 AL121821.2 BCL2L2-PABPN1 AL133153.2 CEP95 BLOC1S5-TXNDC5 AL096869.2 ZHX1-C8orf76 TMC3-AS1 AC124248.1 NSA2P4 SLC22A31 RBM15B AC040169.1 AC008074.2 AC009119.1 AC099778.1 AC007541.1 SNAI3-AS1 CCPG1 AC009107.2 AC023824.3 Z97055.2 AC005837.1 PAN3-AS1 C15orf65 LINC00838 DLGAP1-AS2 GTF2I THCAT158 MIR3180-5 MIR548AL MIR4470 MIR3678 AC018521.5 TXNIP MIR3178 NCOA4 MIR4479 MIR4757 AC011444.1 ZNF8-ERVK3-1 ZNF285 ZNF224 LIN37 AC010271.1 AC020915.2 AC005759.1 MAN1B1-DT CALR3 ZNF559-ZNF177 HSPE1-MOB4 AL024498.1 AC100812.1 RNU6-92P PPP4R3B-DT GTF2IP20 SAP30-DT CDC37L1-DT H2BC14 INO80B-WBP1 H2BC6 SNORD25 PPP4R3B TUBGCP5 H2AC14 H2AC16 MIR6089 ZNF8 SCARNA2 AL354696.2 MCM8-AS1 CEP83-DT HPAT5 DNAJB5-DT EBLN3P FRG1CP MPND LSG1 BORCS8-MEF2B HDAC4 TMEM38A RPH3A DLD HIVEP1 POLDIP3 DAAM1 ZMYND8 JAG1 PPP1R16B UGGT2 VWA8 TSC22D1 COTL1 MAZ DMXL2 CHRAC1 KCTD9 SP4 AIMP2 KAZALD1 RNF43 AKAP10 RND2 PHF12 ELF2 TBC1D9 KLHL24 ACVR1 TXNDC9 ADGRL2 TJP2 IFIT3 DESI2 NDUFAF4 RAP2A ALKBH7 CANX PPAT EGLN3 ZSCAN10 LATS1 TRIM22 MORC2 UNC79 MEIS2 HEY2 PLXNC1 CNPY3 TFAP2A SLCO5A1 FBXO11 SLC49A4 TPM1 USP3 POU2F1 SUMF1 SLC25A25 PARD3 DNAJB12 ING1 MOV10 ELMO1 EEF1A1 AUTS2 UBQLN4 SLC15A2 EIF4E3 PITX2 GASK1B ERAP1 FAM86FP GFI1B LEO1 SERTAD3 SETD5 LDB2 FOXA3 FAM86JP BCL2L1 PTEN ATOH1 PEAK1 LARP7 CCNE2 LRRTM4 LDLRAD3 PRR16 PMEL ZFP91 ARID2 GSPT2 GM2A ARHGEF12 C6orf141 FAM169A RYR3 MT-CO3 MIR302D MIR367 C6orf99 CEMP1 TRIM71 MIR302A MIR638 MT-TP RPLP2P1 CYP2AC1P H2BC16P MIR320C1 LINC01124 RNU2-17P RNA5SP198 RN7SKP38 ZMIZ1-AS1 NQO2-AS1 POT1-AS1 SLC8A1-AS1 STEAP2-AS1 RBM15-AS1 LINC01013 ZRANB2-AS2 AL669831.3 SSBL4P RPL23AP11 AGBL5-AS1 LINC01719 LINC01114 CT66 TECRP1 AC003984.1 MIR7515HG RPL23AP33 RPL21P112 HNRNPA3P8 RN7SL810P RPL35AP10 FAM86DP UBR5-AS1 AC079089.1 HSPD1P18 LINC01060 MTND6P17 RPEP1 RPL31P40 ZFP91-CNTF PDE2A-AS1 MIR548AW MIR3912 MIR3190 MIR5188 RPL10P15 RPAP2P1 AL353135.1 RNVU1-19 RN7SKP175 SNORD27 SNORD26 BANCR MIR1245B MIR3688-2 ZNF112_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF112_TARGET_GENES ANGEL1 SHFL FTO NEK7 TAB2-AS1 MYO18B-AS1 RNU6-1224P FOXD3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXD3_TARGET_GENES SEL1L3 COMT HIVEP1 CHKA PHF1 PCID2 RRAS SLC43A3 CUL4A ZMYM4 TLK2 FAIM SLC37A1 CSTB USP24 FAAP20 BAP1 SRRM2 UBE2E1 SEPTIN10 HES4 DUSP28 SLC2A10 LNC-LBCS ARHGAP31-AS1 RAB11B-AS1 PHF7 SERPINB1 CAPZB ZNF280D CCDC68 ISG15 SOWAHC TRIM26 AC010240.3 ZNF223_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF223_TARGET_GENES CD99 MTMR7 REX1BD UBE3C CHDH NCDN ATP6V0A1 ADRB1 RFC2 SDCCAG8 TAB2 IL17RB TMCC3 CDK14 DGAT2 ST3GAL6 BORCS8-MEF2B RFXANK MYLK PLEKHH3 TBC1D25 PPP2R5B NUCKS1 PHRF1 PABPC1 P4HA2 STK10 ST6GAL1 PPP2R2C MARK3 ICAM3 KCNN2 CROCCP3 KCNK2 ZMPSTE24 RAB10 SEPHS1 RTRAF SEC22C HIVEP1 ACOT7 CATSPERG IZUMO4 LZTR1 DEPDC5 PPP6R2 TTLL12 USP14 FGF9 PLA2G15 CORO2B ERI1 TIMM44 PLD3 NUMBL ISYNA1 ETV2 NMRK1 BMPR1A UBTF FAM20A VTN UBE2D3 SLC35F2 CDKN1B SPSB2 TMEM14C TPD52L1 HINT3 IL12B TTC1 KPNA1 SF3B1 ST3GAL5 ABCB6 TCEANC2 SRSF4 S100PBP AGMAT TMEM9 AKR1A1 CCDC181 DDX59 ATF6 SATB2 ATL2 SLC17A5 UFM1 FYTTD1 AKR1D1 ATP7B NRN1 EMC3 ABCC4 PPP1R12C SYMPK INTS11 PLAAT1 TNFRSF19 PTPN12 ADORA2A KLHDC10 CDKN1C GDF15 IQCN UBA1 TUBG1 ACLY IL13RA1 POPDC3 KDM6B MPRIP BTG1 CAMK1 WNT2B NAV1 YARS1 UBQLN1 CCDC146 COG2 ABCB10 TBC1D4 SPRY2 GARNL3 TMEM8B CMTR1 TMEM14B FCHSD2 MAPKBP1 SPPL2A SEC31A AEBP2 LINS1 TGFB1I1 RETREG3 BRD4 PEX14 MYOM3 KIAA0319L ARNT CEP170 HNRNPLL PTPRG RUBCN VWA5B2 CAMK2D DDX46 RASGEF1C TBC1D32 TLK2 CASK ZNF7 DCUN1D2 TMCO3 PTS SEC24D ANK3 CDC123 SUV39H2 PELO MED21 NMRAL1 PGM5 ADAMTS1 APCDD1 SCAF4 SFXN2 KAT6B FANCC RCAN1 IGF2BP1 ADPGK GNE ZNF362 SLC37A1 SHKBP1 LRRC71 PWWP3A MFSD12 DBF4B RACGAP1 SLC25A45 KIAA1522 TTLL10 SMARCAD1 EOGT RICTOR RPS14 GBX1 NUDT5 STAT6 MIDN ECI1 RNF187 FNTA SHOX2 NSG1 ATP5ME EFNA1 CNBP GPS1 COMMD5 TTLL6 LRRC8E KRT13 CLSTN1 BCL2 MOB3A RND1 VANGL1 GPR137 MZT2A KCNH6 C12orf66 LIG4 RSRC1 PDIK1L CADM2 MCTP1 POLD4 PRIMA1 DMAP1 BOLA1 DALRD3 DTX3 CPN2 EIF3K TMTC2 GATA2 B3GNT3 LYNX1 TDRP ZNRF2 EMC3-AS1 ZNF792 CUEDC1 CMTR2 TMEM132E CREB3L2 FES CMC4 ARHGEF37 ASB7 XPOT INPP5J TMEM179B BRCC3 BRWD1 LAMP1 ZNF529 CYP2R1 BCL9L PDZD7 ZNF546 SPRY4 CERKL FBF1 SUPT3H FUT11 SLC22A4 ZNF165 C17orf102 KLKP1 CDC42SE1 OCLN ATL1 SNORD35B TIMM23B ZNF155 FAM221B MIR27A MIR23A TSN MIR301B TTLL13P ITGA1 OR1X5P FAM185BP MTCP1 MSMP DHRS4-AS1 MYL5 FAM185A CPTP AC009518.1 LINC00431 DHRS4L1 PARG MIR4500HG SPRY4-AS1 ZNF529-AS1 LINC02765 ZNF503-AS2 NR2F1-AS1 ST3GAL6-AS1 CASTOR3 PISD GATA2-AS1 AC096746.1 RRN3P1 FAM160A1-DT RNU6-947P ALG11 BORCS8 BRWD1-AS2 PDF AL050341.2 AC034111.1 LINC01311 MIR3189 SNHG30 LINC02073 MIR23AHG AC010618.3 TMEM185A EGLN2 SUV39H2-DT CWC25 LHX1 MLLT6 LHX1-DT RASSF1-AS1 TASOR_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/TASOR_TARGET_GENES RAD52 NDUFAB1 PAF1 RHBDF1 EEF1AKNMT MKS1 PPP5C GCLM TBC1D23 CLEC16A HERPUD1 PITHD1 RIOK2 MPC1 EIF4B MED29 PKN2 ZC3H15 MYO9A ASNS NDE1 CLASP1 EED ZZEF1 TUBE1 REXO2 CHERP TGDS ARHGAP28 CRLS1 USP48 PDPR DLD WDR7 TXNL1 MZF1 PSMD8 EIF3D PHF5A ACO2 PCK2 NFKBIA CHMP4B AHCY DNTTIP1 CEP192 TAZ PHKB CIAO3 ANTKMT DNAJA3 DTWD1 MAP4K1 RPS16 SLC1A5 PRPF31 TFPT TAF6 ZNF862 FKTN ZNF330 BIRC2 TPD52L1 WASF1 RNF7 GGCX S100PBP KIAA2013 ZNHIT6 DPH5 UTP25 CFAP94 VAMP8 FKBP15 AKAP1 CDKN2C WFDC3 NCOA5 H2BC11 C16orf70 GZF1 PCNX4 PZP DGCR6L HAT1 CHAC1 MBD4 COPB1 ITFG1 TTI2 NSUN5 LSM4 COX4I1 EMC8 DCAF8 CTNNBL1 ZBED3 CDK8 TPT1 CSNK1G2 IPO8 LRRCC1 ELP3 CDK7 CEPT1 YARS1 ZC3H10 EPRS1 SLC31A1 MRPL15 PREPL FAM117B INHBE TMTC3 ESYT1 NAA30 LINS1 PSMB6 PIGK HAX1 CAMKMT CDCA7 RPL32 ZMAT2 ABT1 GOLGA7 ZEB1 TAF5 CHEK1 ARID5B DLAT SLC7A11 CACUL1 CWF19L2 HS2ST1 TSEN2 CCDC174 DRAM2 UTP14A AASDH RNF111 H2BC5 CNOT11 UBR1 GPBP1L1 TMEM69 TUBA3FP CZIB DPY30 C4orf36 IFT122 GNL3 PBRM1 ANKRA2 PDSS2 DNAAF5 NOL6 ZNF219 METTL3 BAG5 SENP8 FAM227B USP54 LEO1 MARF1 CNPY4 CYB5D2 CDK2AP2 E4F1 SRRM2 SLC3A2 CDC40 AXIN2 NDUFS5 GUSB NUDT9 ETFDH CYCS AFF1 RALGAPA1 CNIH2 NAALADL2 CCDC184 BET1L RIC8A BOLA1 PLEC EIF3K MRFAP1L1 MRFAP1 H2AC6 TRAPPC5 MRPS16 PYCR1 SELENOF ASB7 H2AC20 H2AC21 H2BC21 RBM33 H1-10 FAF1 FAAP100 TCEA1 H1-2 TUBB SUPT5H IARS1 TOMM7 H2AC11 H2AC7 H3C12 DDI2 TAF13 H2BC12 TFDP1 RPS6KL1 RPL23A CEP290 OSTC KIFBP FAM229B H2BC18 TIMM23B TBC1D8 C4orf46 ETFRF1 DNAJC19 HCP5 CENPBD1P1 AC009053.1 NEURL4 AC009403.1 H2AC10P LINC01359 PARG DNAJC9-AS1 AL158070.1 ZNF341-AS1 MCTS1 ELOA-AS1 NIFK-AS1 ZEB1-AS1 LINC01409 SNORD13 PARGP1 SUMO1P1 SOX2-OT AC083805.1 SEPTIN7P14 ZBED3-AS1 RPL32P3 LINC02482 EEF1G COA8 AL157911.1 AL606760.3 AL022069.1 CORO7 MIR3124 TIMM23 AP002449.1 GTF2IP20 H2BC17 H2AC12 PIGW H2BC7 MYO19 H2BC10 H2AC17 H4C2 MCM8-AS1 GTF2IP12 P2RX6 MPG HIGD2A CCDC138 UTP15 RNF187 DDIT4 TPT1-AS1 SH3BP5L H2BC4 PRKAR1B C1orf122 SNORD42B MUC20-OT1 NDST1-AS1 MIR3143 H3C8 CASP8AP2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/CASP8AP2_TARGET_GENES LAS1L ZNF195 SPRTN NME1-NME2 PEX3 ATP6V1H LIMA1 ARID4B DNAJC25 MRPS24 INTS13 DNTTIP2 PTPN21 AFF4 TIPIN VPS9D1 ANKRD13A CPOX EXD2 JMJD4 AGBL5 NFX1 UIMC1 RFX2 PDRG1 NSFL1C FUS TMEM101 RNF31 RAB18 TRMT2A RANBP1 TOP3B HPS4 CBY1 HMGXB4 RPL3 PSME2 RABGGTA MROH8 CLCN7 FBXO31 DNAJA3 AAGAB IQCH TRIP4 SNX16 ETV2 SSBP1 CHCHD2 USP42 LSM5 C1GALT1 ANKMY2 EDF1 EXOSC3 SUFU ANKRD26 PSMD3 C17orf75 DDX55 FGFR1OP2 SAYSD1 RAB23 MED23 CCND3 NPRL2 CYB561D2 BBX COMMD2 KANSL3 NCL STAT1 HSPE1 SOS1 MFN2 ZBTB17 MRPS15 EXOC8 PIK3R3 SYF2 RPN2 GTF3C3 SUPT7L FAM98A CAAP1 MTERF4 SEPTIN7 KLHL7 KBTBD4 ZNFX1 STX16 ATP8A1 H1-1 H2BC11 PSMF1 SNRPB2 PCID2 PDCD2L EMG1 WDR24 POR ASPHD2 OSGEPL1 KNSTRN CDC16 NR1H2 VPS25 DSTYK COX16 USP30 MRPL44 EIF4E2 BZW2 HUS1 TAF8 GSTCD INTS12 SCAF11 CUL4A MAN2C1 POLG IQGAP1 MAP1LC3B CLTC POU2F1 TOR1AIP1 TARS2 ILF2 SNAP47 FBXO28 HSPD1 COPS7B RPL37 ZMYM4 RBAK SNX12 WDR31 GTF3C5 FRA10AC1 LRRC27 TUT1 VPS51 PCDH15 ENKUR NDUFC2 CDC123 GGPS1 SREK1IP1 CWC27 ADPRHL1 ENPP3 MRPL39 N6AMT1 SCAF4 PDE6D AP3S2 H4C8 MITD1 ZSCAN12 ZNF276 CCAR2 FBXW5 CHTOP CCDC12 CFAP221 HELQ MRPS18C CGGBP1 SLC4A1AP TMEM41A GRPEL2 ARSK DAGLB ZNF12 FBXO33 NUDT5 BMS1 STK32C FRAT1 SLC39A13 NOLC1 ALKBH3 PCLAF MRPL16 SNRPD1 TTC16 SMG8 DNAAF3 PSCA MRPL58 COA6 H1-4 PKIG METTL15 FABP6 FAM98B RPS7 TLN2 MTBP TEFM MRPL13 FAM222B ALG10B CCDC57 EID2B C8G ZFAS1 TGIF1 DMAP1 BOLA1 SELENOW C3orf38 DPM3 MKRN3 SHARPIN PSTK RCC1 H2AC6 H2BC4 MRPS23 SF3A3 ADAP2 H2AC20 H2BC21 FAM227A MRPL30 MRPL40 THNSL1 PTRH1 EXD3 SECISBP2 H1-2 FAM230G CENPP NOXA1 ADAT2 RNFT1 ZNF140 IPP H2BC12 NOL8 TTC37 MTCO3P12 LTN1 SMG5 SNORD118 RNVU1-6 RNA5SP283 HSPA1A SNORD12C HEXA NDUFS3 ALG3 PHB2 TMEM242 TMEM167B CCDC7 ADAMTS7P4 ZNF579 TIGD1 JPX WEE2-AS1 SEPTIN7-DT KLHL7-DT COA6-AS1 LINC01719 JRK TSEN15P3 NME1 COX19 ISY1 SNHG3 BMS1P4-AGAP5 BMS1P4 AP5Z1 MRPS31P5 DNAJC25-GNG10 CASC11 GLUD1P3 OSGEPL1-AS1 STX16-NPEPL1 LINC02739 AL359317.2 NDUFC2-KCTD14 NORAD HEXA-AS1 AC096734.2 AC124068.2 ISY1-RAB43 CORO7 SNORD43 MTND1P15 MIR3143 SEC22B RNFT1-DT HSPE1-MOB4 AL390955.2 AL451050.2 RBAK-RBAKDN ZNHIT3 RNU11 H2AC12 H3C1 FRG1HP H2AC14 H2AC4 H4C2 FRG1FP RFC2 HIRA SBF1 MYH9 C10orf88 NT5C3A CLIP1 ANKHD1 RPS24 TPGS1 ECE2 PTMS ACE PLXDC1 TMEM79 MAF1 SLC8A1 H4C3 HSPA1L RNU6-411P MT-TA MT-TN MT-TC MT-TY AL669831.3 AGBL5-AS1 PANTR1 MTND5P11 DUX4L18 AC010240.3 H2BC14 DDX11L17 PRDM4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/PRDM4_TARGET_GENES DBNDD1 ADAM22 EXTL3 CALCOCO1 FHL1 PHF20 VIM ABCF2 ASTE1 C12orf4 NEDD4L LIMA1 CUL1 USP13 VMP1 TGFBR3 TMEM260 SMG6 TCF3 HMMR GTSE1 GRAMD4 TIMM21 ACTB KIFAP3 CTTNBP2 FBLN1 N4BP2 HOXA9 FKBP7 SLC1A3 PGM1 CRYBG3 RBL1 EXD2 WDR70 SERTAD4 ITGB5 MECOM DDHD2 TRIP6 SULT2B1 ANKRD10 LTBP4 TFAP4 LAMB1 SUPT16H SEMA6A MFSD11 AAAS CREM EFHC1 HSP90AB1 ATP5F1D TOP3B PIK3IP1 PDGFB EMC9 TRPC4AP TBL1X PIM2 SCML2 FNDC3A DHRS12 NFAT5 ARL2BP ZNF423 CCP110 EYA1 TRPS1 KCNN4 TLE6 PLD3 TJP3 GRWD1 CARD8 LIG1 ETV2 HOXA3 SSBP1 HSPB1 GLI3 TMEM248 POLD2 TMEM245 EXOSC3 TRDMT1 NEURL1 CNTNAP1 UBE2D3 CLCN3 NKX3-2 MTCH2 NUP98 TSPAN11 SLC11A2 RAD51AP1 STX2 DSE HINT3 MAPK14 BYSL PRSS16 CCNG1 SUB1 SELENOK AMOTL2 HES1 BBX FRMD4B NEK11 MAPKAPK3 FOXP1 MOB1A NDUFS7 EFEMP1 STAT1 HSPE1 ABCB6 NFE2L2 HDAC1 MIIP RIMS3 ECE1 ARID1A RPN2 CCNI SET TRIM32 KDSR CNRIP1 MXI1 AVPI1 HOXB3 MSANTD2 WBP4 PYROXD1 PDZRN3 SPATA1 BBS9 KLHL7 KCNJ2 MED20 NRSN2 IFI6 KDM4B PTPN12 PSMG2 ANAPC13 SUMF2 MTUS1 RHBDF2 TTI2 BST2 MED18 PPAN UBE4B SYNE1 RBM39 RFTN1 IGHMBP2 AP3B1 ZBED3 E2F5 RNF122 BHLHE40 SORT1 SPIRE1 EMP1 DTNA SYNCRIP PHF21A MDM2 CCDC102A KCNK1 USP44 SLC41A2 VILL IGF2BP3 TMOD1 RDX CALHM2 ARHGAP24 SEC31A CCNG2 CLSTN3 DUSP6 NDUFB10 KSR1 GNAL RMC1 TTYH2 MAPK4 FBXO15 COL6A1 EFHD2 EVA1B DMRTA2 AZIN2 MTF2 DCAF6 HSPD1 CTDSP1 NFKBIZ SLIT2 CYP4V2 SSBP2 TRIM41 AIG1 VWDE KRBOX4 NFIB PGAP2 TENM4 NCAM1 HMGA2 MPP7 UBC ZNF827 TMEM123 FARP1 HNRNPU NR4A2 PTPRD CEBPG ANKRD40 PSD3 BACH1 ATAD2 FZD1 PSMG3 H2BC5 TAGLN2 EPB41 PAXBP1 ATP13A2 C19orf47 UBE2Q1 IER2 ZNF394 DVL3 ACOX1 SRSF2 LARP4 RAVER2 TSSK3 BBS5 ANKRD23 CDC42EP3 S100A11 PTPN13 ADAMTS9 SNIP1 TEX264 PITX2 SAP30 PGGT1B ERAP1 ANKRA2 DLC1 YWHAZ PGAP4 LRR1 DIPK1B JCAD E2F7 NOLC1 TUB NDEL1 BMERB1 TSC22D4 ISLR2 SMG8 YIF1B MFSD3 RPSA RBPJ HJV STX18 HNRNPH1 ZEB2 ROBO1 KLF13 CDK1 UBB SMAD1 HOXB9 KBTBD2 MFN1 MCC ETFDH ENC1 MLLT3 ADRA1D RAB33B FUT10 DCP2 INSM1 GNG5 SLC16A11 GLIS1 STAG3L3 CTDSP2 TP53I11 CCNE2 DLEU1 SPRYD4 MTHFR ZBTB38 TGIF1 GBA AGTRAP NECTIN3 TMEM94 SOX12 UBE2N AMBN ERN1 TMEM107 C10orf67 PSTK FZD2 GAS1 SKIDA1 TNRC18 SPACA6 TSHZ2 CAPN12 CEP63 GPC6 CCBE1 CCDC159 GUSBP1 TRAIP LRRC37B ZFP36L1 BRWD1 IFIT1 LAMP1 CYP27C1 ISG15 TMEM72 CYHR1 COL4A5 FAM120AOS UBE2Q2P1 ZNF573 SULF2 WNK3 ZNF33B STRN3 MRPL21 COL4A6 EOLA1 PHF2 ATAD3A ZNF335 HOXC4 MAFK MSRB1 ZNF652 SLC5A3 CAPZA2 PJA2 H2BC18 IGFL4 AC007389.1 C4orf46 CCDC85C ITSN1 C21orf62-AS1 MIR615 MIR551A RPS29 DDX3X MIR1538 CD99P1 EDRF1-DT ADM5 NRSN2-AS1 PTPRD-AS1 RPL22P3 FALEC GRK5-IT1 WEE2-AS1 RPL41 PSMG3-AS1 CCDC192 KLHL7-DT DDX3P2 GNG12-AS1 SNHG7 HOXB-AS3 SLC26A4-AS1 LINC01505 AC013270.1 GPC5-AS1 AL445231.1 VLDLR-AS1 LINC01231 ZNF503-AS2 LINC01275 CT75 LINC00322 ZEB2-AS1 GET4 LINC00886 RPL7P41 ARHGAP31-AS1 LINC00893 NECTIN3-AS1 PPAN-P2RY11 PRAF2 MRPS6 ETV5 TPTEP2 CXXC4-AS1 AP000866.1 MGC16275 AP000802.1 STX18-AS1 ZBED3-AS1 LINC02615 HOXA10 AC009908.1 HOXA-AS2 HOXA-AS3 NAV2-AS4 AP001830.1 BRWD1-AS2 PRECSIT ITFG2-AS1 PGAM1P5 AL359317.2 SLC22A31 AC011773.4 CCPG1 WFDC21P EPPK1 C15orf65 MIR378H MIR4638 MIR1273C FSBP KCNJ2-AS1 HSPE1-MOB4 NBPF19 SAP30-DT DCP1A MIOS-DT SNORA17A MIR6089 GTSE1-DT PCGF2 MIR6076 FLJ38576 ELF5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ELF5_TARGET_GENES DPM1 LAS1L DHX33 VPS41 LUC7L BTK MRE11 AQR RB1CC1 ERP44 MIPEP BRD9 TBPL1 SLC39A9 PSMA4 LSG1 TDP1 ATP6V1H NOP16 EPN3 LIMA1 ATP2B4 MON2 GPBP1 U2AF2 INTS13 TAF2 TNPO3 DHX8 TRIP13 PDCD2 ZFYVE26 CHFR KDM5A GTSE1 KLHL20 ANKRD13A NFKB2 FAM76B RAPGEF3 MEF2C DELE1 MECOM EIF2AK1 RBM22 RTRAF SF3B2 RPL6 PPP2R3C G2E3 GGA1 MCAT ATP6V1D ERH PRORP SLC52A3 KIF3B SLC25A14 RBM3 ESRP2 UBFD1 EARS2 TRIP4 TTC23 TMEM87A IKBKB RAB2A NDRG1 MTMR9 UBXN8 C19orf53 RPS19 PPP2R1A CDK6 MTPN SSBP1 CHN2 GARS1 CHCHD2 LSM5 HPS1 SMARCD2 PPP1R9B NFKB1 TBC1D9 FRG1 FBXW7 HSPA8 HPS5 GTF2H1 ELK3 ARPC3 NOP2 PTPN6 SUDS3 FGFR1OP2 MTRF1L MED23 CUL9 EXOC2 ERBIN HARS2 GHR RAD50 IL5 ECT2 NCBP2 KANSL3 GPD2 HSPE1 NOL10 NFE2L2 S100PBP SMG7 DR1 CTSD RNF146 MYL12B CCNI INVS ZNF410 PYROXD2 WDR55 CCDC77 PYROXD1 DNAI1 CISD1 PFDN5 MORF4L2 DNPEP PIGT MOCS3 STX16 VAMP7 TM9SF2 TTF1 GTF3C4 DDX31 CHCHD5 TRIP10 GPR108 MKKS SNRPB2 NUP214 COX7C HELB WDR24 AAMP PNKD PSMA1 CCNT1 ZNF227 RBSN VPS25 THAP1 SEC61G UTP3 AP3B1 SLC39A11 IPO8 COX16 EIF2S1 EMC7 VTCN1 PLEKHA8P1 YARS1 TIMM10 CARS2 NAA35 DMTF1 ZC3H10 MRPL44 COX5B MED4 NUP42 DDX56 UGGT1 RABEPK CCDC90B YAP1 ADAM10 SPPL2A UBL7 GSTCD INTS12 ETFBKMT ESYT1 USP3 BBS4 NOB1 SLC16A3 RPL11 MRPL24 TOR1AIP1 GABPB2 ITPKB HSPD1 VGLL4 EAF1 RPL32 CBR4 RPL37 GIN1 PPIP5K2 TNIP1 ZMAT2 MTFR2 TUT1 HIKESHI C11orf52 SLX4IP INCENP CNBD2 VPS51 TIMM8B UBC SLC7A11 FRMD4A AMN1 ARL14EP TMEM123 GPR180 INO80C ING1 ADPRHL1 ENPP3 TRIM11 ATP5PF GABPA RHOC SLC7A7 ZKSCAN2 ATP5MPL GALK2 FZD1 SLC38A10 ATP6V0D1 FAM207A SHKBP1 CRTC2 ANO10 PCYT1A ACOX1 RPL29 AXDND1 MEMO1 SMC6 LYSMD1 SCNM1 TTC14 WDR43 SMIM12 WDR41 GRPEL2 GPX8 NSA2 GFM2 YWHAZ FAM219A BMS1 SMCO4 CEP57 SVOP COPS2 C11orf65 IDH3A PCLAF YWHAB ZNF668 ZNF646 SMG8 TUBA1C TRAPPC9 PSCA SPRYD3 KCTD5 ULK4 FADD DYNLRB2 ANKRD49 LRRC28 E2F6 LMAN2 MRPL1 PGM2 SLC33A1 HNRNPF GABARAP KRT8 HARS1 ELOVL6 NAIF1 NAT1 ZNF570 RPS7 C5orf34 DPAGT1 FGGY FIBP MRPL52 RND1 ZMAT3 PHF8 NOC3L ZNF791 DDX23 SNHG11 VCPIP1 HIGD2B CTDSP2 BANF1 EIF1AD ALG10B CCDC57 RBIS MIR7-3HG ANO6 GRB2 GEN1 NSUN3 DHFR2 STX19 FBXO34 PTPN11 MKRN3 SOCS4 TNRC18 NOP10 TSEN54 TRAPPC6B PGBD4 GJC1 GPC6 LINC01547 SF3A3 DIABLO COPB2 NUTM1 CA13 UBOX5 ZBTB37 CCDC137 ARL15 UBE2L3 YTHDF3 CDIN1 FFAR4 PPP1CC IFT140 EXD3 ERC2 SECISBP2 ZNF490 ZNF383 SMIM15 RBM34 NOXA1 CRYM-AS1 C8orf76 GARS1-DT ZNF569 ZNF846 HSH2D SNHG17 MAML3 ZNF252P EOLA2 ARRDC1 STMN3 CDC42SE1 ZNF823 ZNF335 MARCHF5 MAN1A2 SVIP SPRED2 WDHD1 LTN1 RNU6-450P LINC00449 SYS1 OXLD1 SDHD C5orf51 METTL6 SELENOH SACM1L DNLZ GANC STARD10 FASTKD5 TMEM242 CCDC18-AS1 AC005076.1 LINC01132 WEE2-AS1 THRB-AS1 TPI1P2 LIMD1-AS1 MORF4L2-AS1 LINC02518 SMG7-AS1 JRK SEC61G-DT GAS5 AC127070.1 ARHGEF38 AL391832.2 RPL36A RN7SL832P FRG1-DT UBL7-AS1 MEF2C-AS1 AC046134.2 SLC2A9-AS1 LINC01301 AC083973.1 MINCR LYN PCDHGB1 SYS1-DBNDD2 STX16-NPEPL1 POLR2M RPL36A-HNRNPH2 GIHCG AL158801.2 HIF1A-AS3 AC105411.1 FBXL19-AS1 XKR7 AC108860.2 DHX33-DT AP005329.1 MIR4453HG AC009061.2 NCBP2AS2 YTHDF3-AS1 HSPE1-MOB4 AL390955.2 PPP4R3B-DT PPP4R3B NUDT18 GTSE1-DT FRG1EP ZNF236_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF236_TARGET_GENES CYP51A1 MCUB CDKL3 KDM5D MDH1 B4GALT7 ALG1 ABCF2 FUT8 RFC1 SPDL1 LSG1 INTS13 SNX24 CDK13 MTHFD2 PKM MEF2A LRP6 CLTCL1 CFAP20 LLGL2 NUP37 TRAF4 SNRPA NRDC PCM1 KIF22 SESN1 RBL1 GSK3B TNPO1 ZNF446 RBM22 FUS RCOR1 RFFL HSP90AB1 PSMA3 SRP54 MROH8 ZNF821 PPP1R13L FAM32A NAPA OGDH PHF14 AGR2 TYRP1 DDX50 RNF43 DHX40 B9D1 DDX5 PMP22 HSPA8 UNC93B1 MVK RAD1 BRIX1 GCA KDM3A SLC19A2 DPH5 POLR1G CREB1 ANKRD13C RPN2 CCNI UBE2B DLST FAM53C RPL21 EEF1E1 EML2 SDF2L1 AJUBA MGAT1 PNISR PIK3C2B RELCH EHF TSPAN31 SP110 PSMB7 TUBB2B HMGA1 NDUFAF1 HAUS2 ZNF280D LRPPRC HNRNPD MMAB TCF12 HMG20A EFL1 CLTC SH3BGRL3 MTF2 POGZ GABPB2 CALM2 WDPCP OSBPL10 EIF2B5 AIG1 RBAK OGT MRPS28 SYBU LIN7C SLX4IP UBC ITPR1 EPS8 ZKSCAN2 CFAP70 ATAD2 EIF4A2 PAFAH2 CDC25C CALM3 RNASEK-C17orf49 DNAJB4 ACP6 VSNL1 STPG2 SPICE1 SMIM14 PGGT1B COX6C UBAP1 NEMF TSC1 ZNF219 DENND2B AKIP1 MAPK7 MCM7 AP1G1 NEMP1 C19orf48 DDB1 CTNNB1 HEXIM2 UBB TMEM134 LCLAT1 ENDOV PHC3 ZWILCH RPL4 MSL2 CNTD1 ZNF518A FBXO34 PSMG4 LRRC57 ZNF678 IST1 CEP57L1 RABIF TOB2 ZFP1 CDCA2 RPS27L PARPBP LYRM7 ZC3H6 C19orf54 ANAPC7 TRIM33 ZNF860 PIGN HHLA3 CDC42SE1 RPS26 ZNF335 STYX FOXJ3 SNORD46 BAG6 ARHGEF28 ALOX12-AS1 RNASEK EDRF1-DT SMIM13 RAB6C-AS1 PHKBP1 ENTPD1-AS1 PCAT6 RN7SL706P LINC02453 NEAT1 CKMT2-AS1 MALAT1 ATXN7L3B MPV17L2 AL132780.2 SRP54-AS1 CEP95 AC072061.1 AC009107.2 RNF213-AS1 EEF1E1-BLOC1S5 HNRNPD-DT RBAK-RBAKDN DUSP5-DT OR2A13P LINC02340 AATF H2BC9 ZNF214_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF214_TARGET_GENES EPB41L5 ELOVL3 MYO1B MTCO3P12 MT-TT LINC00511 EGFLAM-AS1 ZNF777_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF777_TARGET_GENES MBTPS2 LSG1 APPBP2 SLC44A1 KDM5A MCCC1 THOC1 GNAO1 FXYD5 UBE2I GAPDH RBM24 RNF130 CNR1 CCDC77 HOXD1 LDHA CCNJL LCP1 GSTCD INTS12 POC1B POLG GNAL MEGF10 FRA10AC1 MRPL39 CCNB2 LRWD1 LRR1 MTBP MRPL13 RAB37 LRRC63 RTTN TSEN54 KIRREL1 ZNF396 ANKRD34B C6orf99 RPS29 HAGLR FAM133B AC040168.1 CUX1 AC011921.1 AC124068.2 AP000845.1 RNFT1-DT ZNF490_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF490_TARGET_GENES SNX11 AP2B1 ALDH3B1 FARP2 UPP2 IFFO1 SCMH1 POLR3B CNTN1 PHLDB1 RTF2 BAK1 GRN ALG1 TRIT1 VAMP3 TNFRSF9 MRPS24 SNCAIP AP3D1 TBC1D1 THUMPD1 PKM CLTCL1 WDR1 BUD23 EPN2 SREBF1 SMC1A MOV10L1 NUAK1 SEC31B TM9SF3 GNB1 CLUL1 EPB41L2 ERC1 MYBPC2 SMOX MAEA STRN4 SEL1L3 CDC6 SORBS1 TMEM14A LGALS1 POLDIP3 CDKL1 SIX4 BPI CENPT ZNF821 FA2H CRYM BNIP3L PTOV1 GRB10 ATE1 CBX1 C1QBP SMARCD2 EFTUD2 CHIC2 ELF2 PRPF19 RSRC2 WNT5B OAS2 ARL6 NIT2 ACVR1 ITGA4 PCGF1 GORASP2 SLC25A12 EBNA1BP2 IFT46 RPS25 UBE3D SGK1 VAMP8 APAF1 ZNF211 RBBP6 NXPH1 NEUROD4 BAZ2B CHST8 TMEM255A PPP1R12C DTD1 RBM42 UBA2 IFI6 DYNC2I1 CANX ARHGEF16 DNMT1 NAPSA NAPSB RPL27 ACLY DIAPH1 EXOC4 RHPN2 DLG4 RGS22 TOE1 MUTYH SLC14A2 ATP8A2 PDZD2 EMC7 NARS1 UBQLN1 EPHA7 ZC3H10 MPHOSPH6 SP110 SCRN1 GARNL3 TLN1 TINAG TRIM29 LRRC49 SULT6B1 SEPTIN11 FRAS1 RGS3 MYG1 ESYT1 MBTPS1 TMC6 SECTM1 RERE MYOM3 BEST4 MPC2 DCAF6 SNX27 SYT14 ARF1 MEIS1 LNPK TMEFF2 RNF217 CREB5 EGFR TMEM140 GINS4 TMEM236 TCF7L2 PAOX TM7SF2 PTPRO EDNRA GFRA1 KCTD15 ATP5PF SLC7A7 DHRS1 CFAP251 RIBC1 STC1 RCAN1 HLCS NAE1 CTBP1 CARMIL2 SLC2A6 LMNA PTH1R PDPN B3GALNT2 S100A11 HELQ MRPS18C IGFN1 FCRL1 EIF5A2 ABLIM2 SPINK1 GALNT10 CTSB GEM STOML2 GHITM SERPINB12 PLK1 SMG8 WDR81 MRPL58 GNG4 THAP11 FAXDC2 DNAJC18 FEZ2 HOPX GAP43 TEFM CXCR6 AFF1 LRRC20 RPL38 METAP1D ACSM6 NAA20 NET1 PACS1 CHRNA7 B3GNTL1 RUVBL1 LRRTM4 DNAJC30 ANXA2R AMBN CSRNP3 SUZ12 MEIOC SKIDA1 ZBTB20 GET1 IST1 PGBD4 CADM1 ADAP2 TXNRD2 NDUFA12 OSBP2 ZBTB7C FAM43A L3MBTL1 ZNF267 MIR22HG PDZD7 QRFPR ERCC6L FANCM PLSCR3 ZNF793 CIBAR1 ZNF177 C2orf80 KAZN SPATS2L ZNF250 GARS1-DT NLGN3 ASB13 EPHB4 IPO4 MYO18A TRAPPC4 CTBP1-DT ENTPD6 MYO1C NOL8 HIBCH MTCO3P12 RPL10A LTN1 CIPC KIAA0753 RNU6-181P RNU6-799P TRIM15 TTC25 ITSN1 TTC23L ANKUB1 MT-TT EWSAT1 RPL5P5 NPM1P7 CBX1P4 GOT2P6 NPM1P31 NPM1P24 NPM1P37 RAP1BP3 PPP2R2A LINC01793 BCAR3-AS1 PIGUP1 NPM1P39 RPL7P3 PSMC1P12 LINC02794 NPY6R RPS15AP30 LINC00111 CFL1P3 SDAD1P1 LINC01972 PHBP12 SPRY4-AS1 LINC01891 GAMTP2 SLC30A6P1 LINC02642 RERE-AS1 AC016876.1 LINC01251 LLPHP3 GTF2F2P2 LINC01723 RPL27P6 NR2F1-AS1 CBX1P3 OR9A1P GOLGA2P5 RN7SL209P SOX2-OT RPS15AP18 MICAL3 STMP1 RPL5P30 DNAJB6P7 CFAP57 RPS4XP6 CD46P1 SBF2-AS1 DIAPH1-AS1 PPBPP2 TMEM150C SELENOP HSPD1P11 RPL12P22 TUG1 HOXA-AS2 NDUFA3P2 GALNT4 LINC02463 LINC02395 LINC02294 LINC02396 NT5CP1 AC127496.1 MIR5586 SUZ12P1 ZNF8-ERVK3-1 ZNF833P ZNF887P ZNF224 AC020915.2 AL590560.3 FAM106A MIR6124 ZNF8 MIR4434 HSF4_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HSF4_TARGET_GENES MLH1 H4C8 NPM1 H2AC20 H2BC21 TSPYL4 H2AC7 H4C3 H4-16 RNU5A-1 RNU5B-1 H2BC8 RNU11 H2BC9 H2AC8 H2BC7 H4C2 NOTCH3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NOTCH3_TARGET_GENES DPM1 GCLC LAP3 ARF5 KDM1A MEOX1 MYCBP2 FBXL3 ZNF263 RALA ETV1 EEF1AKNMT BTBD7 MBTD1 UTP18 ANLN ERCC1 EXTL3 MAP4K5 UFL1 CCDC88C ZNF582 PHLDB1 NRXN3 OSBPL5 ZNF839 RB1CC1 BIRC3 GRN SPATA7 CAPG ADAM28 TPR WWC3 GOPC RFC2 HERPUD1 RAD51 FNIP2 ANAPC4 SYNE2 SEC61A1 CROCC NDC1 PTPRU WNT8A LIMCH1 IPO5 ZC3H15 GSTO2 FAM107B ME1 ELOVL1 EML1 KIF26A TRAM1 CLEC2D HDHD5 PTPN3 POLB CSNK2A2 TCOF1 WDR1 ING3 VASH1 ACTN1 RHOBTB1 SIDT1 PPP2R2C BCAP29 DGKD PPP2R5C THOC1 PAFAH1B3 SCGN SLC4A4 CNOT4 PSEN1 MOK EXD2 STK17B AACS STRADB KAT6A TDRD3 TTC39A USP40 ADD1 TXNDC16 METTL2A ZNF343 KIZ ESF1 SLC23A2 SLC8B1 TMEM230 CFAP61 TASP1 RPH3A KIF4A PLEKHG2 ZC3HC1 HAUS4 OSGEP HECTD1 SEC22C HOOK2 CRAT SORBS1 WAC BRPF3 ABLIM1 CIRBP MED15 PES1 GGT1 HPS4 SRRD MYH9 SDR39U1 CTSG NIN TRIM9 DDHD1 CGRRF1 PIGH LGMN SRSF5 ZC3H14 RPS6KA5 PPP4R3A APEX1 ARHGAP5 SRP54 REC8 SEC23A UQCC1 IFT52 SLA2 PABPC1L ADNP MTG2 SLC17A9 PTK6 GMEB2 C20orf27 NDUFAF5 RASSF2 HM13 TLDC2 CRNKL1 POFUT1 MROH8 CDK5RAP1 TTI1 RPRD1B APMAP ABCD1 RBBP7 MAGT1 HTATSF1 MAGED2 RUBCNL FGF14 CAB39L DNAJC3 UGGT2 SUPT20H RGCC MGRN1 TRADD NUTF2 CENPT ARL2BP ZNF821 VAC14 ANTKMT RPGRIP1L RAB11A TGM5 NDRG1 SNX16 GSR MAP4K1 PIAS4 SHD ATP1A3 LIG1 SMG9 POLR1F HBP1 WDR91 LSM5 ACTR3C POU6F2 FKTN KANK1 DDX50 LIPA MTPAP STN1 MAP3K8 RAD51C DHX40 CDK5RAP3 ICAM2 SMURF2 PRKAR1A RCVRN NFKB1 ELF2 NCAPG ELP4 PPP6R3 ANAPC15 DDX6 FBXO3 SOX6 CHKA MLEC LTA4H RFC5 DSE MAN1A1 MTRF1L OPRM1 KHDRBS2 MED23 ALDH5A1 HMGCS1 MRPS30 SUB1 RAD1 BRIX1 TTC33 HES1 CSPG5 NKTR FOXP1 SLC35F5 STAM2 ITGA4 CCDC88A ACADL HPCAL1 DCAF17 SLC1A4 WIPF1 TRAK2 FBXO6 ZBTB17 GNPAT C1orf109 ACADM SSX2IP CDC20 PIK3R3 TMED5 DR1 ARID1A TXNDC12 UBE3D AKAP7 RNF146 FBXL5 RPN2 CCNI UBN1 DNAH7 PTPA FCF1 AREL1 ABCD4 DLST TGFB3 COQ6 CNNM1 PDZD11 NUDCD1 ENY2 KIAA1217 PROSER1 EXOSC8 NFYB SPOP TEX14 LRAT CAT TMIGD3 CCDC18 CBX3 HNRNPA2B1 CLTA ATP7B ZC3H13 METTL8 KCNS1 TOX2 ARFGEF2 ZNFX1 PMEPA1 BTN2A3P LRRFIP1 SH3TC1 MT2A HS3ST3B1 ATG4C GPR108 OPA3 SYMPK PANK2 NRSN2 LRRN4 MCM8 SIRPD RALY PLAGL2 TUBGCP3 MCF2L CAPNS1 DNAJC8 DLGAP5 L3HYPDH RHOT1 COX7C RAB3IP CRYGN TNFRSF19 RNF6 SPECC1 STRIP2 WDFY4 EIF2AK4 ICE2 DUT DCTD MTUS1 PARP2 REEP5 SYT5 SAT1 COLGALT1 RSPH3 ZBTB46 CYP2E1 EIF2S3 PPIL4 AAR2 COX4I1 TUBG1 DIAPH1 NINJ1 STARD3 THAP1 TRIM5 WBP2 VPS13B REEP2 ANKEF1 PCED1A BTBD3 PPP1R3D USPL1 RNF17 SRRM1 CSNK1G2 BTG1 KRAS LRRCC1 ZFC3H1 ERG28 DGLUCY UNC79 WNT2B NAPG RBM17 TMEM241 SPOCD1 BTF3L4 UBAC2 STT3A DTX1 CCDC146 ORC3 MAP3K7 NAT10 CD164 AHI1 REPS1 FBXL8 TTLL4 USP37 APPL2 VPS36 RNASEH2B CKAP2 LRCH1 PHF11 RCBTB2 LCP1 SETDB2 STAM PRPF4 TEX10 DSCC1 CMTR1 RIPK1 FLOT1 TPMT VARS2 RAB30 PRCP SDCBP DCUN1D5 SLC37A4 TUBGCP4 DBT CENPO DUSP5 KIF20B ASCC1 ZNF365 BARD1 ABI2 SLC40A1 SLC35A5 ARHGAP24 HERC3 ZGRF1 COPS4 RASGEF1B SEC31A SLC39A8 ETFBKMT NUP58 SLC46A3 WDFY2 ESD RB1 RBM26 ABHD13 RDH12 DCAF5 ESR2 FTO UQCRC2 KIFC3 CMTM3 IRF8 RHOT2 CTRL SSH2 ARSG RPRD1A ADCYAP1 TMC6 TBCD SMAD4 RETREG3 TMEM91 HUNK IFNAR1 TMEM50B APP ERVK3-1 SLC47A1 RPL11 WDTC1 MTF2 ARNT SUSD4 DUSP11 RALB GPR17 METTL21A SPAG16 TRPM8 CNOT9 DYNC1LI1 ATG3 FARS2 RARS2 TBC1D32 DYNLT1 ZMYM4 VIP CREB5 NIPSNAP2 TLK2 TAF1 TACC1 ADHFE1 RPL7 WDR31 PDSS1 ADIRF FUOM LRRC4C IMMP1L CELF1 NPAT ATM ROM1 EML3 FRG1BP CHEK1 LSM14B TM7SF2 CCDC102B NGLY1 OXSM TMEM86A TMEM263 TEX30 CDC123 BAG3 SH2D6 ZNF256 PAN3 TMEM123 FARP1 SMARCA5 RBMS1 INO80C TEX29 C7orf31 CHD1 MSI2 GDPD1 CABYR ANKRD29 TBRG1 ENPP3 CHODL TMPRSS15 MRPL39 GABPA ADAMTS1 CYP2U1 HSPA13 USP25 MOV10 PIK3AP1 PDIA4 KDM8 RWDD2B CCT8 BACH1 TIAM1 SFR1 KAT6B SEC13 CPT2 ZFHX2-AS1 DHRS4 ZNF19 VPS26C ERG ETS2 LCA5L MX1 WDR19 SLC37A3 PAFAH2 EXTL1 DEDD CFAP298 SYNJ1 GART SON DONSON KCNE2 RCAN1 CIART CLIC6 RUNX1 CBR1 MORC3 NAE1 EFCAB14 LYPD5 ZNF235 CALM3 PCSK7 PWWP3A FBXL13 PSMC2 ZNF653 CXCL16 RNASEK-C17orf49 TAF6L ACOT11 SLC45A1 LZIC PRORSD1P TMOD4 LZTFL1 SLBP RNF123 GUCY1A1 ARFIP1 BMT2 HEY1 SPIDR CCDC171 KDM1B SUGT1 SKA3 LRR1 NUDT5 TAF3 FUNDC2 PIP4P1 CASP7 ERICH6B IFI27L1 PTER CACNB2 ARL5B CEP295 ASPG PCBD1 CUL5 BORCS7 TMX3 TMEM135 ZNF606 LDHC MS4A7 RNF214 CD3D ACAA2 TUBA1A ZNF283 PAFAH1B2 MAPK1IP1L KIF5C H1-4 MTCL1 LDLRAD4 STX18 USP39 C2orf68 E2F6 FEM1B VXN NMD3 SNUPN SCN9A PLEKHA2 ZNF32 HNRNPF CNTROB TRAPPC1 FOS TMED10 MZB1 ELOVL6 ARMC10 FOXN2 PSG6 NUDT6 C8orf74 ZNF672 SCAND1 ZBTB26 ASXL1 LRRC8C DSCAM PTEN ZNF217 SLFN12 CALB2 PAIP1 ZFAND4 TADA2B CCDC96 VANGL1 MST1 NMNAT1 HEG1 SLC25A30 PIGG PODN SNHG11 LIG4 RPL35P9 ANGEL2 CEP135 DENND6A CNIH2 ASPHD1 CTBP2 FAM182B MRPL48 PRM1 SPHK1 CLEC14A CLK2 FAM91A1 TYMS PXMP2 ZDHHC13 CHD9 RPL13AP3 CD163 AL355390.1 GBA CENPBD1 GALNT11 CD28 PER1 SAMD4B AL162457.1 ELMOD2 GEMIN4 PCBP1-AS1 MROH1 SOCS4 MIGA1 NRIP1 RNF182 SMG1P3 CUEDC1 FRAT2 ZNF101 COA4 GET1 IST1 CREB3L2 RAD51B BACE2 GLRX5 SATB1 TTC3 GRID1 LCK CNOT10 PCP4 IGSF5 CALN1 PSMG1 FAM3B TMPRSS2 DSCR4 KRTAP20-2 NIPSNAP1 WDR27 SEPTIN9 EIF4ENIF1 APOBR NDUFA12 B3GALT5-AS1 PTRHD1 ZFP90 F8 CDNF RBM11 HGS SH3BGR WASH3P BRWD1 PIGP BCAP31 HDHD5-AS1 SETD4 KIF18B GNG2 INSIG1 ANKRD20A5P UBE2H ZNF732 TNFRSF4 KRTAP6-2 EFCAB6 BAGE2 C11orf96 HSPA14 NANOS3 MAGEH1 ZFP69B PMS2CL COMMD6 HES4 CLN3 ZNF548 NHLRC3 SLX4 ALKBH2 LITAF ZNF573 TSPYL1 HMGB1 BLOC1S2 SPAG16-DT FAM217B POM121 NCOR2 NACA TCF4 AMZ2 NF1 CD47 CASP4 SND1 NOL4L DCHS2 CPLANE1 SPTAN1 ZNF460 H4-16 KIF13B ZNF121 KEL DSCR8 ZNF544 DDX42 MYL4 WWP2 TCAF1 TPM2 ATL1 ARMH1 WDHD1 DDX39B TLK1 CALM1 MT-ND6 TOGARAM1 MTCO3P12 PRC1 MAP3K3 C1orf174 RPL39 KIFBP RNU6-836P SNORD35B RNU6-1243P RNA5SP469 RNU6-290P RNY3 RNA5SP283 E2F3P2 RHOT1P2 COX20 MIR29B2CHG GJE1 ECT2L SNHG5 SYS1 BRD2 SNHG32 LST1 AL133464.1 TCTN1 ZNF155 FBXO48 LINC02716 LINC00654 SMG1P2 HMGN1 C21orf62 MIR647 MT-TF MT-TC MT-TY MT-TE MT-TP MT-RNR1 IGHV2-26 FAM24B ATF6B RPS29 GTF2H4 REPIN1 CPNE1 FAM185BP HSPD1P7 NEURL4 ALOX12-AS1 FAM166B DHRS4-AS1 VPS16 MIR99AHG CALM2P3 LINC00598 ARL2BPP3 LINC00189 ANKRD20A11P BRWD1P1 H2AZP3 H2AC10P CACYBPP3 RNASEK NBPF1 YAP1P1 RNU6ATAC34P AP4M1 RN7SKP114 RNA5SP21 RNA5SP29 RNY1P3 CLDN10-AS1 CCDC18-AS1 LINC00114 AFG3L1P POU6F2-AS1 ENSAP1 CDKN2AIPNLP3 RTCA-AS1 DUX4L9 RPS4XP16 HSPA7 LINC00705 LINC00431 AC092802.1 LINC01535 ENTPD1-AS1 KLLN RBM26-AS1 LINC00310 SELENOOLP FAM245A LINC01515 KATNBL1P6 AL158070.1 AL137025.1 TTC3-AS1 TNKS2-AS1 MTA3P1 HMGN1P2 PTGES3P3 LINC00710 SNHG31 RGS17P1 ATP8A2P2 ANKRD66 ACBD6 LINC01075 CEP250-AS1 LRRC37A6P NEK2P4 PPP5D1 LINC02558 RPS6P23 HMGN1P5 LINC00271 WARS2-AS1 RAC1P3 RB1-DT CHODL-AS1 DBIL5P LRRC8C-DT LEF1-AS1 LINC01697 LINC00865 DYNLT3P1 MHENCR LINC02777 TIMM9P2 PET117 MRPS16P2 SNHG15 VPS13A-AS1 AMMECR1LP1 MIPEPP3 HOTAIRM1 UFL1-AS1 DDX39B-AS1 PPP1R2P2 GNG10P1 LINC00463 TPT1P1 NAP1L4P3 OBI1-AS1 RPL34-DT LINC02621 ADI1P1 IFNA12P C12orf75 KRTAP19-10P SRSF6P2 OLMALINC CPB2-AS1 MYCBP2-AS1 LINC01134 LINC00299 CYP2F2P PGAM3P ZNF133-AS1 LINC01522 HLCS-IT1 CT75 LINC00649 PPP1R26P1 LINC00426 PAXBP1-AS1 RNVU1-2 RNF103 TLR9 MRPS17 PARGP1 TRBV8-2 PLCXD2 NSUN6 PPP1R2P4 ATP5PO PISD DENND6A-DT RN7SL164P CCDC169 RN7SL542P TRBV8-1 TMEM141 KCNK15-AS1 RORA-AS1 BDNF-AS RAB30-DT LACTB2-AS1 SNHG10 AC025263.1 DNAJC3-DT STX18-AS1 FAM13A-AS1 OXCT1-AS1 HIGD1AP14 SERBP1P6 RNF103-CHMP3 MRPS31P4 SELENOP ZBED3-AS1 USP17L18 THAP9-AS1 FKBP4P1 PPIAP11 MALAT1 LINC01385 PRELID3BP5 RN7SKP34 RNU6-436P RNA5SP309 RNU6-759P RNU6-1234P AC083973.1 IGHV1-14 ALG11 OTUD6B-AS1 VPS13B-DT ZNF260 WAC-AS1 EEF1G SYS1-DBNDD2 BRK1 C10orf88B URB1-AS1 ZNF225 SLC7A5P2 LINC02320 LINC02251 LINC02295 ARHGAP5-AS1 SRP54-AS1 C20orf141 AL121603.2 EIF4EBP1P1 CEP95 AL359317.2 AC007541.1 BNIP3P5 EIF5A2P1 STAM-AS1 DUX4 LINC00554 LINC01229 XKR7 Z97055.2 MAFTRR CYP4A27P AGGF1P8 MMP25-AS1 MSMB AP000845.1 DYNLL2 MIR4425 TIMM23 CFAP298-TCP10L TXNIP LINC00683 AC015813.3 MIR4512 AP002449.1 LINC01140 AC138150.2 SNHG22 AC015936.1 ZNF582-AS1 LINC01864 AC005264.1 ZNF460-AS1 VN1R87P AC010359.2 SLBP-DT NDUFB8P2 BORCS7-ASMT AZU1P1 COX5AP1 LINC01215 AC026979.2 LINC01607 LINC01749 NUP153-AS1 IER3-AS1 LINC02266 ADIRF-AS1 LINC02012 AC009275.1 SUGT1-DT MIR6813 SNORA71E XKR5 LINC01742 EIF3FP1 LINC00540 SNX19P4 MIR7111 MIR7151 TYW1B MIR8075 VWA8-AS1 NKILA LINC00921 TMEM272 LINC01080 LINC00602 FRG1DP ZA_UNIPROT_Q9UM89_UNREVIEWED_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZA_UNIPROT_Q9UM89_UNREVIEWED_TARGET_GENES ITGA3 PGLYRP1 FYN SAMD4A RAI14 KLF6 LRP6 MNT NT5C2 ARHGAP28 RPS19 NPDC1 ZFAND5 EIF3A LUC7L3 TBC1D19 RNF19B ETV3 MTHFD1L NCOA5 SRSF6 DGCR8 JUND RPS15A ADCY3 CCN1 NFKBIZ ITGB1 FARP1 HNRNPU ANKRD29 EEF1A1 CTBP1 PKDCC GKAP1 GATAD2A HSD11B1L DCLK2 CLK3 BBS10 FBXL6 ZNF804B NPLOC4 TSPAN10 PTP4A2 H2BC21 SLC52A2 PTMA HES4 H2AX BLOC1S3 LCOR MARCKSL1P1 PICART1 CUX1 AL596325.1 AP005205.2 BARX2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/BARX2_TARGET_GENES SCYL3 NFYA STPG1 NIPAL3 LAS1L ENPP4 RAD52 AK2 RECQL HSPB6 REXO5 MSL3 ZNF195 PDK2 ZNF263 MAP3K9 PHTF2 GGCT IFRD1 PAF1 ELAC2 TRAPPC6A ST7L BAIAP3 CRAMP1 AASS MED24 FAM76A VTA1 EEF1AKNMT STARD3NL FUZ FYN MKS1 AKAP8L MBTD1 UTP18 PTBP1 CEP68 ELOVL5 MDH1 SLC30A9 WAS MRE11 SPAST NRXN3 CCDC28A HSF2 SLC39A9 CENPQ ARID4A ALG1 FUT8 MAT2B ZFYVE16 CTNS PARP3 TDP1 CTNNA1 HSPA5 WDR37 TPR C12orf4 R3HDM1 LIMA1 LETMD1 MPHOSPH9 MSMO1 PHPT1 PLEKHH1 USP36 MRPL43 GATB MXD1 CREB3L3 SNRNP40 ACAA1 BCAT1 SFSWAP CS ELMO2 ISOC2 MED29 HAGH TNPO3 BORCS8-MEF2B RFXANK TMEM161A ABCA7 WDR3 DGKA GSTO2 MTHFD2 PPP2R5A KDM4A NFYC ASPM ZBTB11 LRRC40 MTFR1 MYO9A IDI1 TP53BP1 OTUD5 IP6K2 KIF2A SIRT2 VPS35 KCNAB2 UFD1 LRP6 AP3M2 TESK2 EIF2B3 TCOF1 LMCD1 SEL1L TCF3 ACTN1 ENO1 TIPIN FRYL RAB7A KIFAP3 MCM6 MLH1 UNG SPAG5 XAB2 TOP2B UBE2T PPP1R12B SNRPA ARAF MCCC1 NRDC THOC1 MKNK1 SENP1 CIC LIPE FDFT1 DNM2 RIF1 PUM3 CPOX DLGAP4 MEF2C CDC14B DELE1 STRADB C5orf22 NFE2L1 GSK3B XPO1 RNF13 PALB2 BCKDHB CYLD WBP11 RAD54L NFX1 DIMT1 IPO11 ZFAND6 HUWE1 OGFOD1 TXNDC16 RTRAF NID2 CNOT3 PTPN4 DDX18 TPX2 KIF9 ZNF343 DYNLL1 ANAPC5 DZANK1 RPLP0 ZNF302 NECAP1 MUL1 PLEKHG2 RBM27 FH SPAG7 ORC6 PPP2R3C HNRNPC TOX4 CDC45 SEC22C HDAC6 CDC23 CBX5 SUCO NUBP2 BRPF3 DERL3 ESS2 PIK3IP1 TFIP11 ANKRD54 PICK1 CENPM HSCB TOMM22 PACSIN2 HMGXB4 MCM5 MYH9 SAMM50 TNRC6B IFT27 L3MBTL2 DESI1 FKBP3 PRMT5 PSMA3 SPTLC2 ERH EIF5 ZFYVE21 MTHFD1 RPS6KA5 C14orf93 TRIP11 PABPN1 PRORP EMC9 GINS1 UQCC1 ZMYND8 TPD52L2 SLC52A3 SEC23B MROH8 FAM83D ACOT8 CEP192 WDR13 PQBP1 MAGT1 CDK16 PIN4 RBM3 CENPI GLA CAB39L DHODH CYB5B PLA2G15 WDR59 MON1B CMC2 NAGPA UBE2I RBL2 RPGRIP1L RNF40 LACTB RAB11A EHD4 TMEM87A TRIM35 BPNT2 EIF3E ARMC1 DCTN6 GYS1 MAP4K1 NFKBIB SARS2 PPP1R37 ERCC2 TLE6 TIMM44 CCDC61 C19orf44 ILVBL ANKRD27 TIMM50 YJU2 TBCB POLR2I CACTIN HNRNPUL1 DMAC2 MRPL4 BABAM1 TYK2 CYTH2 SYNGR4 RAB3D DBP TMEM205 PPP2R1A TNPO2 WDR83OS GCDH LENG1 PRPF31 TFPT RPL18A RAB3A COPE DDX49 ZNF574 AVL9 HBP1 OGDH ADAP1 H2AZ2 FKBP14 CHCHD2 PDAP1 BUD31 PTCD1 MOSPD3 LSM5 GLCCI1 CEP41 ANKMY2 CHCHD3 PSMA2 MRPL32 SEC61B TLE4 RLN2 ABHD17B DDX50 TWNK SFXN3 GBF1 XPNPEP1 SMC3 UBE2S FBXL20 PSMD3 MTMR4 KPNB1 GOSR2 PNPO RNF167 SLC25A11 NUP88 CCDC47 UTP6 MPP2 DPH1 DHRS7B TMEM97 RPL34 GAR1 FRG1 ELP4 SC5D LPXN OSBP FOXRED1 PPP6R3 PRPF19 ANAPC15 CEP164 UBE4A AMBRA1 NUP98 NDUFS8 PPFIBP1 PRDM4 KCTD10 SLC11A2 MLEC MVK IL23A ITFG2 VPS29 RAD51AP1 DUSP16 SPRING1 COPZ1 CAND1 RAB5B MDM1 NOP2 CDCA3 USP5 SUDS3 GOLT1B C2CD5 RWDD1 RSPH4A FBXO5 MAPK14 SOD2 MRPL18 RNF8 MDFI PPP2R5D SRF EXOC2 BTN2A1 HMGCS1 NNT MRPS30 HSPA9 PFDN1 IK HMGCR CCNG1 DROSHA TARS1 PDE4D NUP155 PPWD1 TTC33 TCERG1 CPEB4 SLC25A36 TFDP2 ECT2 RPL24 BBX KLHL18 HEMK1 GORASP1 RRP9 SSR3 NKTR KANSL3 PIKFYVE ACTR1B SF3B6 CENPA GCA WDR75 DNAH6 GGCX EHBP1 COQ10B ORC2 PNO1 C2orf42 SCP2 MRPL37 RPL22 EDEM3 WDR77 ATP5PB HDAC1 CAPZA1 S100PBP SFPQ DOCK7 SWT1 MIIP TTF2 WARS2 OSCP1 MRPS15 C1orf109 MTR RLF ZNHIT6 RBBP5 RAB29 CDC20 ERI3 SLC19A2 VAMP4 TNFSF4 DARS2 NEK2 NSL1 CENPF RPA2 TXNDC12 CTSD RPS25 KIF14 MED28 DCLRE1B RPN2 DYNC2I2 SET ALG2 VPS4B FCF1 ACYP1 AREL1 TTLL5 ZC2HC1C ALDH6A1 EIF2B2 SUPT7L YPEL5 YIPF4 TCTN3 GOT1 HOXB3 PANK3 MSX2 NUP43 CENPL ACAT2 TCP1 CCDC77 EXOSC8 FAM53C UTP20 TMPO PTK2B SLC35B1 FAM117A CEP89 TRMT1L PEX16 CAT ZCCHC17 POLR3GL ZSCAN20 ZRANB3 KIAA1191 NAA60 RPL5 FAM126A SMU1 AKR1D1 ECD ZWINT DDX39A WDR83 GIPC1 ATP7B CENPK ORMDL2 IKZF4 KBTBD4 STIL MORF4L2 CKS2 CHD6 SRSF6 DDX27 MTRR PAIP2B ZNF576 BTN2A2 BTN2A3P OARD1 AARS2 RPS10 H2BC11 GLO1 CNOT1 HS3ST3B1 SLC25A35 SLC25A19 MSTO1 POLR1B ALKBH7 TRIP10 GPR108 FOSB SYMPK PANK2 ZNF133 SNRPB2 NCLN HNRNPR ARMCX5 TMEM53 XRCC3 IGFLR1 RBM42 COX6B1 PRMT1 IFI6 ELK1 TIMM17B DLGAP5 HSPA2 PLEKHG3 HNRNPH2 CANX TRAF2 BEST3 UBR4 KDM4B METTL25 RNF6 PEX1 RBM48 SDF2L1 APOL2 DOCK4 DNAJB9 CALU KLHDC10 NDUFA5 MRPS12 TTBK2 INO80 IVD ARPP19 MBD4 PSMA1 RPAIN FXR2 MTUS1 NGDN RAB2B MIS18BP1 TTI2 ERMARD ECSIT TOMM40 GTPBP3 RTN4IP1 QRSL1 IQCN PAK4 EXOSC2 TMEM160 SESN2 ZNF426 C12orf65 ARHGEF9 ZNF141 HACL1 RBSN NR1H2 PSME3 NDUFA2 ANKHD1 DIAPH1 EXOC4 NPHP4 WDR44 TOP2A MCCC2 ZSCAN5A SNRPA1 THAP1 FAAP24 ZSWIM4 RFX1 DCAF15 CCT6B SEC61G WBP2 H3-3B ZRANB2 EIF5A ERAL1 NIP7 POLR3F DPH2 ZSWIM3 DCTN4 MYH10 KMT5C CEP20 C1QTNF6 CCDC59 ARNTL NUMB COX16 CCNB1 SORT1 TRIM45 AP4B1 YWHAQ TIMM17A RPS15A YARS1 CDCA8 TIMM10 FADS2 TMEM258 BIVM POGLUT2 WDR36 PSAT1 TAOK3 USP30 RNFT2 TRAFD1 CCDC146 TMEM60 PNPLA8 ORC3 LCA5 ITGA7 BLOC1S1 TROAP TSPAN31 TFCP2 PAN2 HNRNPA1 OS9 PRADC1 SEMA4F CCT7 CEP350 SP110 C2orf49 CKAP2 BORA SETDB2 BZW2 CIDEB NMT1 DCAF7 BRIP1 KAT7 ACTL6A CCDC115 IMP4 SLC2A8 CDK5RAP2 GARNL3 PSMB7 PDCL DNAJB5 HINT2 TCF19 MDC1 NUMA1 KIF23 HAUS2 RPLP1 GTF2B DBT IFT172 SELENOI FAM149B1 CARF IDH1 MNS1 TMOD3 ZGRF1 G3BP2 CCNG2 HADH PPP3CA ETFBKMT VAMP1 LGR5 POC1B SNRPF RITA1 MMAB TARBP2 NABP2 KANSL2 LMBR1L TMBIM6 RHOF DIAPH3 RBM26 ARMH4 WDR89 EFCAB11 SLC12A6 TLE3 ANP32A ETFA NCOA2 ARRDC4 PIF1 SCAMP2 ABHD2 TICRR FTO CDR2 DHX38 TXNL4B GCSH RPS2 COPS3 LRRC46 BCAS3 WRAP53 DYM ERBB2 SLC39A3 TPGS1 MVB12A SAE1 CAPN10 EVI5L RPL13A PEX14 PGD PLK4 KIF2C PSMA5 COP1 ISG20L2 ZNF687 TARS2 RFX5 ANP32E ENSA MRPL9 OAZ3 GOLPH3L VASH2 UBAP2L SLC39A1 HAX1 CREB3L4 GATAD2B ILF2 INTS3 SRP9 WDPCP SFXN5 RALB PKP4 COPS7B ACKR2 IL17RD ATG3 LPP MANF TBCK METTL14 TNFAIP8 YIPF5 ARHGAP26 DDX46 FBXO38 PCYOX1L G3BP1 NHP2 ZMAT2 MMUT ABT1 RPL7L1 RARS2 MTFR2 GNA12 C7orf50 ZNF92 SLC12A9 NDUFB11 NONO EBP SNX12 NSDHL CETN2 PLPBP RGS20 AOPEP REXO4 GTF3C5 SLC25A25 POLR3A CNNM2 BTBD10 LIN7C IMMP1L PGAP2 HSD17B12 SESN3 INTS4 NPAT ATM AASDHPPT INCENP ALDOA TMEM218 MTMR12 CCT5 ATPSCKMT DLAT UBC ENKUR DCP1B UBE3B RAD9B CSNK1G3 FAM177A1 NUBPL SCLT1 C4orf33 VPS26B NCAPD3 QTRT2 AMN1 SPC25 POC5 DCLRE1C ZNF837 PFKM PANK1 CENPH CCDC148 ING1 UBP1 RMND5A HS2ST1 PPP2R5E BUB3 ELOC DPH3 OXNAD1 CDK19 TRMT44 SLC25A28 C9orf85 KDM8 SLC26A2 TMBIM4 C8orf37 WHAMM CCT8 MAP3K7CL SH3RF2 TYSND1 KAT6B BAG4 ZNF689 PRR14 PDE6D RPUSD3 ODR4 DDX19B CCNB2 FAM81A MYO1E VPS26C PAFAH2 NCK1 WASF2 CDC25C TSR2 F11R APOA2 ALG8 GART SON ATP5MC1 PSMD4 ALDH4A1 RSPRY1 CHCHD6 CALM3 IQCC ZNF714 SHKBP1 DEDD2 FLAD1 SHC1 FDPS PMF1 CCDC12 CPSF4 PSMC2 FDXR TMEM143 SPC24 EIF4A1 SPSB3 SYVN1 PEF1 RBBP4 USP1 DNAJB4 DNAI3 HFM1 AGL ZNF281 RBM15 BROX PPP1R21 PUS10 PEX13 TYW5 MAIP1 DUSP19 WDCP COQ8A CGGBP1 PBXIP1 KBTBD8 TSACC CCT3 NEK10 ANKZF1 STT3B SGO2 SUCLG1 CCDC191 RPP14 U2SURP SLC4A1AP LZTFL1 TPRA1 POLR2H IFT122 SLBP ZNF691 AIMP1 CDC25A CCDC51 RNF123 PITX2 HMGB2 CEP44 HHIP TMEM184C STARD4 ARSK ERAP1 CREBRF SLU7 MED30 TMEM67 SNAPC3 NUDT2 UBAP1 METTL2B HNRNPK NOL6 VCP PCF11 AKR1E2 TAF3 FAM204A PMPCA ENTR1 GFI1B PIP4P1 METTL3 CACNB2 RAB8B NOLC1 CCT2 C16orf71 WBP1L CYB5A IFTAP CENPN ZNF143 MCM7 IQCD ATF7IP2 SAAL1 PCLAF DCTN5 NEMP1 STAT6 STX3 MRPL16 RCCD1 AKTIP NUDT21 TEF PHB TTC16 DOLPP1 SP2 COQ7 POP5 ATP5MG TEPSIN ACAA2 TRIM68 IRGQ SMG8 RAB8A GATAD2A MVD ANKRD11 RAB4B PROSER3 ZNF526 DNAAF3 DAPK3 CHAF1A HDGFL2 WDR81 SPRYD3 TK1 GHDC MLST8 ECI1 ZNF597 BSCL2 C2CD3 TTC21A ULK4 SF1 ANKS3 SETD5 NKIRAS2 MGAT2 RFWD3 STIP1 FEN1 HEXIM2 TMUB2 STAT3 ZSWIM1 ZBTB5 ADAL LCMT2 STX18 ANKRD49 RNF181 LRRC28 UQCRFS1 XPO6 CD2BP2 LMAN2 SNUPN SIN3A ARL13B METTL15 PCBP1 BUB1 LRRC45 CENPX UGP2 BTD GUSB SF3B5 CHRNB1 PWWP2A ZNF212 FAM161A CDK1 UBB PRDM10 TMED10 GPRC5C PYM1 ARL6IP1 STAT2 RNF34 ATF7 KBTBD2 RPS9 GSTA4 MSANTD4 MFN1 MORN4 ZNF672 NAIF1 RBKS TMEM126A ZDHHC16 EXOSC1 ESCO2 ZNF524 WIPF2 ZNF584 GPHN CAMTA1 RRM2 FRMD5 DRC3 ZNF57 QARS1 EIF2AK3 CYCS ZNF131 HINFP BPGM TMEM134 PSME3IP1 DCP2 PDP2 SP3 DMXL1 OXSR1 DCAKD ZNF680 FAM222B CKS1B GOLGB1 DMRT2 RNF26 ZNRD2 MST1 PC SCAI JUP PLK3 FBXO45 C12orf66 PRPF8 TRAM1L1 LARP7 YIF1A UBE2C ZNF654 MRPS22 DCTN2 ZNF408 CKAP5 ARHGAP1 ZNF519 LSM1 BANF1 EIF1AD EIF3F UCP2 MRPL48 TMEM70 LINC00476 TOM1L2 ZNF77 RUVBL1 CSTF3 TMEM39A TCP11L1 COX8A ZSCAN2 USF3 SCAND2P NFATC2IP MIEF2 NR2C2 GBA THAP5 DNAJC28 TMEM94 IMP3 DMAP1 IMPDH2 STAP2 TSSK6 WDR6 COX14 EPM2AIP1 RMI1 EIF3K AURKB PER1 EDC3 RAB39A CLK3 C14orf28 CDC42EP4 PCBP1-AS1 FIZ1 MYLPF CCDC66 H2AC6 H2BC4 ZNF443 LRRC57 AEN SLC25A42 HIGD1A H2AW ZNF322 ZNF678 ACBD4 MRPS23 RELL1 ZNF101 MRPS11 TMEM259 TNRC18 TDRKH ERCC6L2 CREB3L2 RAD51B KBTBD3 KPNA2 GLRX5 SATB1 C16orf72 GALNT9 RBM10 TSPEAR-AS2 SRPRA C12orf60 AFMID RUVBL2 DDX41 DAZAP2 SELENOF CCDC159 UTP11 UPP1 TRAIP CHEK2 KCTD16 TTC32 KMT5A SMTN LRTOMT UBE2F PGP H2AC20 PLA2G6 H2BC21 DYNLT2 ZFP90 NDUFA6 SIVA1 H2BC13 RAB11B HGS FAM174B P4HB ADAMTSL5 ZNF267 NDUFA13 AIDA CYP2R1 WWOX CYP4F12 ZNF555 CA5BP1 RGS9BP ZNF75D CCDC30 BTN3A2 NF2 MIR22HG ZFP91 LYRM7 ZNF397 TPCN1 HEXIM1 PDZD7 EFCAB6 KANK3 PTRH1 RPS19BP1 RSBN1L EPOR PTMA TCEA1 AC091057.1 LAMTOR4 TUBB4B HYKK CENPP H2AX C19orf54 NBR1 RHCE ZDHHC9 MTF1 ZNF563 FAM120AOS FAM111B BLOC1S3 CLDN4 JPT1 FHIT LIN54 HMGB1 CCDC189 KIAA0895L SPATS2L STK40 TUBB IARS1 ZNF774 XRCC6 ZNF799 GDAP2 ANAPC7 NACA FAM72A MRTFA ZNF846 ZKSCAN5 TRAPPC4 ERI2 TOMM7 ZNF431 H2AC13 H2AC11 H2AC7 H2BU1 AP2A1 WDR45 ZNF138 SERTAD1 ZNF441 PCBP2 ABCB8 ZNF785 RAD54B BLM DACT3 SHPK HNRNPAB ZNF695 MIB2 RPS26 CFAP43 TAF13 ZNF44 GPAA1 H2BC12 SPG7 ZNF823 NOL8 RPS4X ZNF273 GRK6 HMGN5 QRICH1 DDX42 RPL23A SDAD1 ZNF442 GET3 SPRED2 UVRAG OGA TMA16 ARMH1 ZNF627 CTNND1 NUDT16 TTC37 FAN1 CTR9 GPATCH3 ZNF830 MTOR PNP SFT2D1 ZNF277 FICD LTN1 TYW1 PRC1 C1orf174 ATG9A KIFBP PJA2 RNU5E-1 SNORD45B VTRNA1-2 TDRKH-AS1 TATDN3 FAM229B ADAMTSL4-AS1 H2BC18 SAMD13 LINC00963 INPP5B MACO1 PFDN6 RING1 BRD2 RNF5 AGPAT1 FKBPL NEU1 MSH5 BAG6 MICA HLA-C CCHCR1 HLA-E HLA-F MZT1 PSMB10 SARNP PRR13 CNEP1R1 NAP1L4 TMEM256 LIN52 HCG27 HLA-A THUMPD3-AS1 LINC01089 SUPT4H1 QTRT1 COG8 ARHGAP19 ZBTB9 HEXA NDUFS3 CLIC1 LIPE-AS1 ZNF726 GANC SMIM7 FBXO16 ARL16 APTR FAM185BP PPME1 ZSWIM8 SEPTIN7P2 TUBA5P HLA-F-AS1 HOMEZ TMEM167B CYB5RL H1-12P FAM228B FANCG AP4M1 VPS52 LAPTM4A-DT CCDC18-AS1 RASAL2-AS1 NDUFAF8 CATIP-AS1 FGD5-AS1 ERCC6 KCNIP2-AS1 SRRM5 WDR46 LMCD1-AS1 RBM26-AS1 CSE1L-AS1 SPAG5-AS1 ZNF731P RBM15-AS1 LINC01004 LINC01635 C2orf92 RPL41 PANK2-AS1 ZNF688 PET100 ZRANB2-AS2 TPI1P2 EMC1-AS1 CCDC192 MORF4L2-AS1 WARS2-AS1 RPS18 LINC-PINT PCAT7 TMA7 KANTR ZNF687-AS1 SEC1P HCG25 HOXB-AS3 LINC00167 AC016876.1 PDXP-DT LINC01719 STXBP5-AS1 LINC00513 H2BC15 EIF2AK3-DT TRIM26 LINC01952 RPL34-DT SP2-AS1 H2AC5P ACTG1P25 C12orf75 PEF1-AS1 ZBTB22 NDUFA6-DT CAMTA1-DT C10orf143 KIFC1 P4HA2-AS1 SNORD13 NCK1-DT RBM14 ALKBH6 NME1 WBP1 C1orf226 PCDHGC3 AADACP1 ISY1 PLCXD2 PDXP PISD STAG3L5P MRPL33 MICAL3 WDR92 DDOST ETV5 AP000787.1 FAM111A-DT BDNF-AS DACT3-AS1 DIAPH1-AS1 H2AJ PLA2G4E-AS1 SNHG10 AC011346.1 OIP5-AS1 LRP4-AS1 STX18-AS1 NRAV RBM14-RBM4 FMN1 ZNF564 MRPS31P4 ZNF718 AC010210.1 MRPS30-DT LINC01843 KRTAP4-17P HOXA-AS2 GRPEL2-AS1 ALG11 MPV17L2 BORCS8 ANKHD1-EIF4EBP3 ZFP91-CNTF MSH5-SAPCD1 HTD2 SNHG9 HIGD1AP5 UVRAG-DT AC093510.1 PXN-AS1 LINC00944 AP001160.1 LSM14A AL132780.1 FNTB PSMA3-AS1 FNBP1P1 ITFG2-AS1 AC090001.1 LINC02313 UBE2F-SCLY ACTN1-AS1 POC1B-GALNT4 AL049869.2 AC004816.1 MRPL46 AC051619.4 CRTC3-AS1 CD2BP2-DT ZNRD2-AS1 PMF1-BGLAP HEXA-AS1 SNAI3-AS1 AC092338.2 ADPGK-AS1 LINC01572 Z95115.1 Z97055.2 AC005837.1 MAFTRR AC099518.4 ISY1-RAB43 AC005670.1 TMEM256-PLSCR3 TMPOP2 ZNF213-AS1 NFE2L1-DT AC025682.1 MIR548AW AP000845.1 AC018521.5 MIR3181 LINC01970 TXNIP SRGAP2 MIR4479 MYO15B AP002449.1 ASB16-AS1 ZNF8-ERVK3-1 LINC01140 ATF7-NPFF AC006116.7 AC002116.2 LIN37 AC132192.2 AC020915.2 AC005759.1 AP001462.1 CALR3 RAB11B-AS1 ARHGAP19-SLIT1 SLBP-DT RPS10-NUDT3 ARMCX5-GPRASP2 AC026979.2 AC013400.1 GTF2IP13 PPP1R21-DT STAG3L5P-PVRIG2P-PILRB GAR1-DT MICE SNORA78 ZNHIT3 H2BC14 FADS2B SYNGAP1-AS1 H2AC12 H2AC15 H3C11 H3C1 H2AC14 H2BC3 TYW1B H2BC7 PSMB3 ZNF8 ZNF426-DT MRM1 H3C10 CCDC28A-AS1 LINC01232 DNAJB5-DT METTL14-DT MPP7-DT RN7SK DICER1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DICER1_TARGET_GENES LRP6 SCD MED15 TFIP11 ITFG2 NOP2 RPL24 PLCH1 NDUFS7 COQ6 RPL5 WDR74 EMP1 MTF2 TATDN1 C9orf72 PFKM DUSP19 RNF216P1 RNU5E-1 NBPF1 RNU2-2P ITFG2-AS1 Z95115.1 AC018521.5 FRG1HP H4C5 SCARNA2 H4C2 STRAP HNRNPH3 POLDIP3 SNX16 EIF3B NAA25 C2orf42 TIA1 GADD45A KLHL7 NAGK KNL1 BCAR3 YARS2 POLG ILF2 NDUFB9 CCDC107 SP2 MGA MED16 TMEM39A CCDC43 TMEM259 KLHL32 MTCO3P12 RNU4-2 MT-TF MT-TI MT-TS1 MT-TK MT-TT MT-TP MT-RNR1 ZBTB9 HCG14 MT-ATP8 LINC01719 AC124068.2 SYNGAP1-AS1 RUVBL2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RUVBL2_TARGET_GENES MARK4 NUDCD3 ZNF839 AGBL5 CPPED1 KMT5B MLEC MED23 SNAI1 RALY IDUA METTL26 TRIM47 ARHGDIA CCDC97 GEMIN7 ILF2 CALM2 DGKQ SMPD4BP ENPP3 DPY19L4 KCTD5 MCRIP2 MZT2A CHMP6 PCBP1-AS1 IPO4 COX20 AGBL5-AS1 MRPS31P5 NOP58 DHRS2 MAZ TMX4 H2BC5 PCBP1 PRRC2A RUVBL1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/RUVBL1_TARGET_GENES ZNF207 ZNF839 BCLAF1 METTL1 POLR3E SPHK2 RPL18 SENP1 PSMC5 PPP2R3C HSP90AB1 PRMT5 PRORP TPD52L2 SEC23B TTI1 RPRD1B FBXO31 TRIP4 RAB11A DMAC2 PBLD CCDC47 FTSJ3 DDX5 PPP6R3 EIF4G2 LTA4H ITFG2 SRSF3 MED23 RPS12 PPWD1 RPL24 NDUFS7 C2orf42 TIA1 PRDX1 ATP7B CENPK EEF1AKMT3 SNRPB EMG1 PEX1 LRP3 AAR2 ANKRD17 ZFC3H1 THUMPD3 PUM1 UBAC2 TANK SMPD4 BCAR3 RABGGTB SHF CCNG2 POLG MAP1LC3B ARHGDIA DPP9 RPL11 SERBP1 UFC1 ILF2 SNRPG RPL7L1 SLX4IP PIH1D2 NKAPD1 TMEM18 MZT2B PFKM ENPP3 ZKSCAN2 C8orf37 EEF1A1 MITD1 SPATA2 PLXDC1 ZNF653 RPL26 USP1 RPS14 FMC1 PCLAF MMADHC HJV TET2 ARL6IP1 ACYP2 GSTA4 THAP2 RNASE11 ZBTB4 B4GAT1 ZNF408 ARHGAP1 BANF1 EIF1AD ALOXE3 PCBP1-AS1 RCC1 PRKRA H2AC6 POLR2A C11orf54 MRPL30 SRGAP3 IPO4 NACA ZNF720 DDX42 C1orf174 RNU5A-1 VTRNA1-1 RNU5B-1 RNVU1-6 VTRNA1-2 VTRNA1-3 HACD2 RNU1-1 SACM1L ANG PHB2 MIR933 HCG14 TANK-AS1 LINC01623 LINC01004 RPL41 LIMD1-AS1 LINC01719 EPCAM-DT MYLK-AS1 SNHG3 AC116535.1 ALG11 AP001107.9 ITFG2-AS1 RNASE4 CEP95 LINC02136 AC124068.2 MIR3193 SNHG8 AL390955.2 RNU11 SNORA24 RN7SK SRCAP MYNN PPEF1 HNRNPC C17orf75 NCOA7 BICRAL ATF2 ZNFX1 TBCC MKKS RBM48 LDLR ATP5MC2 H4C8 TAF1D GPT2 HSPA6 CHD2 IMPDH2 H2BC4 SNORD45C TMEM242 SNORD12B UBAC2-AS1 SDCBP2-AS1 LINC01962 AL132780.1 AL118506.1 FMC1-LUC7L2 ATF5_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ATF5_TARGET_GENES AK2 ST7 CDKL3 NCAPD2 ERCC1 NUDCD3 IL20RA CCDC28A VRK2 ZZZ3 LSG1 R3HDM1 LIMA1 POLQ TTC17 PRDM1 NAV3 SRBD1 NUCKS1 TMEM260 ALDH3A2 CLASP1 SRI ZNF638 BCAP29 DYNC1I2 HOXA9 CDH17 HSP90AA1 MEF2C ITGB5 EPS15 DNAJA1 PAPOLA APOH GEMIN2 BTAF1 ST13 RANGAP1 RBM23 ATP6V1D AHSA1 CINP PRORP PHKB NUP93 BLOC1S6 VRK3 PPP6R1 YJU2 OGDH TSPAN12 SSBP1 EIF3B SNX8 TAF6 LSM5 AGR2 PLEKHA1 MICU1 HOXB6 GOSR1 TIMELESS MRPL18 RPS12 MRPS27 PCDH12 ACTR3 CENPA RTN4 WDR75 STAT1 HSPE1 KDM3A CACYBP SCP2 PARK7 SFPQ SRSF11 ATP10B MYL12B UBE2B KDSR SUPT7L EPCAM TCP1 TAF12 HSPH1 PLS1 ZRANB3 HNRNPA2B1 NT5C3A NLN ATG101 MORF4L2 STAMBP NUP153 NSRP1 PCNX4 ZNF484 AKAP9 MTERF1 PRKCSH BST2 LRRC41 TRIM5 LANCL2 ANKRD17 MORC4 SLF1 ATP13A3 SPINK5 SWAP70 ZFC3H1 EIF2S1 THUMPD3 HAVCR2 RINT1 EHF MDM2 CEP350 SLC41A2 BZW2 MTHFS NMT1 TACO1 TRA2B TANK GARNL3 APTX RSL24D1 MYOF RPS24 CARF METTL5 FAM13A SINHCAF POC1B ESYT1 MFAP1 GCNT3 COMMD4 MAN2C1 DYM MVB12A ZNF473 STRIP1 XPR1 ILF2 RPS27A GULP1 HSPD1 METTL21A RPL32 CCNA2 USP53 RPL37 FBXO38 NHP2 BOD1 TRIM41 RPL7L1 TMEM209 CSGALNACT1 RGS20 HERC4 ADD3 DNAJB12 ALDOA CCT5 ATPSCKMT PIH1D2 NKAPD1 VIPAS39 RABGAP1L ARL14EP CMTM7 AZIN1 PDIA4 MED7 MCU MALSU1 CLDN12 RNF111 H2BC5 USF1 RCAN1 EFCAB14 CCDC117 PWWP3A TTC9C GMEB1 DPY30 CLHC1 SMARCAD1 PAQR3 TGFBR2 PRKCI SLC4A1AP SPRY1 NDUFS4 UBLCP1 NSA2 ZNF12 YWHAZ SUGT1 NEMF DDX21 CPSF2 TCP11L2 HIF1AN PPFIBP2 MARF1 MYO1A NEMP1 CNPY4 SMG8 SLC3A2 SETD5 CEP120 UGP2 TM4SF4 UBB TMED10 SMAGP ACYP2 USP32 KBTBD2 FEZ2 TADA3 WIPF2 MRM3 ZNF217 PAIP1 DCAKD THAP2 UQCRH MUC13 MED16 MRPL48 TGIF1 ANXA2R NDUFV2 SELENOW EXD1 MIGA1 H2AW GET1 NOP10 NGRN NDUFB1 MACC1 NUTM1 ZBTB37 PNLIPRP1 CHP1 BCL2L15 LRRC66 FAM47E PNRC2 MYBPC1 SPATS2L XPNPEP3 ANAPC7 TECPR2 H2AC7 H2BU1 H4C3 RAD54B H3C4 LEKR1 CCDC151 FAM3D PAPSS2 FAM169A C1orf174 RNU5F-1 RNU5D-1 SNORD18A RNU5E-4P RNY3 SYS1 ABHD16A SERPINB5 RNU6-9 SNORD72 TTLL13P PPP1CB KLRK1 PAXIP1-AS2 ANG HNRNPUL2 FAM200A PPP2R2A RNA5SP21 LINC01767 ZNF451-AS1 LINC01806 WEE2-AS1 LINC-PINT LINC01719 H2BC15 AC005083.1 AC092171.3 LNCTAM34A GAS5 HNRNPUL2-BSCL2 LINC02331 PRMT5-AS1 PKN2-AS1 RN7SL346P ARPC4 AC096746.1 AC104078.1 ARPC4-TTLL3 SYS1-DBNDD2 LINC02756 SNHG1 SMIM10L1 LINC02366 LINC02823 RNASE4 USP3-AS1 DLGAP1-AS2 LINC02864 RNU4ATAC DSG1-AS1 HSPE1-MOB4 SLC30A6-DT CHASERR H3C6 SNORD25 PPP4R3B H4C13 SNORD26 H2AC16 H2BC7 H3C10 CCDC28A-AS1 BTG3-AS1 BISPR CYP51A1 ST7L CDK17 SLC12A2 NEDD4 SEL1L NDE1 FNDC3B EXOSC7 TNPO1 MAP3K1 MYH9 VWA8 SLC7A6 DMXL2 RPA3 AHR NFKB1 CLNK COQ5 AKAP3 CDKN1B MRPL51 CRYBG1 ITK LNPEP RAD1 NUP155 ACAP2 ARID1A SLC17A5 RPL21 RPL23 RHOT1 CASD1 LSM8 ITFG1 PTCD3 SBF2 MEIS2 RPS15A PRR5L SP110 GPNMB ABHD17C ECPAS TMEM14B FHDC1 MRPL15 TACC2 USP8 EGF NDUFA9 LRIG3 SBNO1 NCEH1 BTF3 PDSS1 SAV1 DNAI4 C4orf19 MPPE1 EIF4A2 AP3S2 TMEM183A C4orf36 PRMT9 PRRC1 USP54 ANKRD11 COQ2 CHD2 NUDT4 TMEM167A SCUBE2 RBIS TMEM94 CENATAC PRR13P5 C5orf52 LCOR MAML3 GRK6 TXNRD1 PJA2 SNORD16 SNORA63B IGFL4 SARNP GCC2-AS1 ST7-OT4 ZSWIM8 H2BC16P ADAMTS7P4 LINC02832 LINC02474 ZBED5 MRPL20 WDR92 NFS1 LINC01184 ZBED5-AS1 AC008966.1 LINC01335 PSME2P3 RNU7-3P HOXA-AS3 GAU1 AL163051.1 AP002478.1 SNHG8 CD24 MRPL20-DT H2BC14 SUGT1-DT SNORD27 RPPH1 ZNF510_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF510_TARGET_GENES PIGB ANAPC5 KAT8 MTFMT TTC1 DNAJC6 HMGN3 EXOSC2 COG6 MTO1 IFI44L GIT2 FEM1C ALDOA GPR180 MED21 PAXBP1 RANBP3L NOL6 RNF169 LRRC8C FES ADA ZNF607 C21orf62-AS1 LRRC8C-DT HEBP2 WNT8A NLE1 NCKAP1L ANGPTL6 HAPLN2 ABCC12 ADAMTS9 EVA1C RND1 TTC28-AS1 RPL23AP67 CCPG1 SNHG30 CWC25 ZBTB1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBTB1_TARGET_GENES AK2 SPAG9 UBE3C ZIC2 PMS1 TULP3 CROCCP3 CRYBB2P1 POLR3H DCAF11 VWA8 VPS35L DTWD1 TMEM59L DNAJC2 TMEM248 SC5D KCTD10 GPN3 PRKAB1 TTC1 NR3C1 PHF3 DYNC2I2 DLST AVPI1 FAM53C EFNB2 TM9SF2 ORMDL1 NRL NXNL2 PRKAA1 RPA1 FIGNL1 CASP9 SLC39A11 COX16 FAM8A1 SEMA7A GSTCD INTS12 GABARAPL1 ABHD13 TOM1L1 WDR45B TPM3 PARP1 VGLL4 RPL37 FRA10AC1 MTG1 MTMR12 UBE3B HOMER1 TMEM237 MMP16 CDK20 KAT6B ISL2 PSMC2 PCYT1A SLC25A45 RBBP4 NFIA TASOR DLC1 SNAPC3 SLC39A13 FAM227B ZNF592 STAT6 C15orf39 TRAPPC9 KCTD5 FNTA SLC25A6 CLIC4 ZNF768 LIG4 CNTNAP2 ZBTB8OS BASP1 GBA APOLD1 CYC1 CDC42EP4 IBA57 CACNB4 TSHZ2 LRRC37B SMYD4 CYP51A1-AS1 RNFT1 ARID2 TFDP1 MAFK PRC1 LINC00449 IBA57-DT LINC00963 MIR615 SELENOH AL390719.1 AC009518.1 LINC00431 SMIM2-AS1 LINC01315 NUS1P2 RPL30P11 NEAT1 RRN3P1 LINC02268 RNFT1-DT VWA8-AS1 ZNF257_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF257_TARGET_GENES ITGA3 HEATR5B RANBP9 ABHD5 QPCTL STMN4 RALBP1 NCDN HSF2 TFB1M EIPR1 TBC1D23 USP2 MFAP3 HOXC8 LSG1 TDP1 OFD1 RSF1 NEDD4L PPP1R3F LIMA1 SZRD1 PRDM1 MTA3 SEC61A1 QSER1 GPBP1 CA11 ABCA7 SNCAIP ERBB3 PACC1 KIF2A VPS35 ST6GALNAC2 PABPC1 PTPN21 PPP2R3A GLI2 ANO8 FRYL MOCOS SPAG5 TRAF4 UBE2K CBFA2T2 FDFT1 KIF22 EPB41L2 PUM3 CDC14B DELE1 ZNF446 PREP DDHD2 IPO11 SNX10 DNM1L AAMDC RBBP9 MLF2 LTBP4 ZNF268 ORC6 GEMIN2 TINF2 TGFB2 ECHDC1 LRRFIP2 HOOK2 TMEM38B CRAT TMED1 TSPAN15 CATSPERG TOM1 RBM23 GNPNAT1 SPTLC2 LGMN GINS1 DIDO1 TRIB3 SAMHD1 JAG1 SMAD7 ANKRD12 STUB1 GGA2 MAZ TRIP4 EIF3J RIPK2 PPP1R37 ILVBL TBCB POLR2I PRPF31 TFPT NPTX2 AIMP2 TLE4 CCSER2 LIPA TNKS2 ANKRD26 SHOC2 FBXL20 MTMR4 KPNB1 INTS2 ENO3 RNF167 SLC25A11 CCDC47 DRG2 B9D1 C17orf75 TNFAIP1 IFT20 UBE2D3 MTCH2 CCND1 CORO1C PTGES3 KRT18 TBC1D30 COPS7A PRKAB1 C2CD5 DUSP22 BRD8 KIF20A CCNG1 LNPEP SLC12A7 GNAI2 SNX4 FRMD4B MOB1A ST3GAL5 SCP2 TCEANC2 TMEM59 QSOX1 GADD45A RBBP5 SLC2A1 PRDX1 PIK3R3 CNN3 DARS2 PROX1 STAG1 FBXO30 CYP20A1 SET ATAD2B YPEL5 CENPL GORAB NFYB SPOP ECHDC2 ZNF549 CCDC18 DNAI1 TSFM MOCS3 ZNF391 NUP153 TNFSF9 THOC2 SNRPD2 NKX2-2 TBC1D20 NR1D1 UBR4 HP1BP3 PTPN12 FGL2 ZFP36 YWHAH SPECC1 PSMG2 SUMF2 CCNT1 FOXA1 NXNL2 ECSIT PRKCSH FAM98C RPL36 GTPBP3 GDF15 CEP85 TAF4 NPAS1 MED18 NOL11 C19orf12 UBE2G1 KDM6B ARHGEF11 SRRM1 KMT5C HSPBP1 AGAP3 LARS1 HSD17B4 CEPT1 SPIRE1 RPS15A GRP SPX RNF138 FHOD3 TMEM258 TBX3 BICDL1 GDF11 REPS1 SLC9A5 STX6 NIBAN1 TTLL4 BORA LRCH1 BRIP1 TMEM8B HINT2 ZSCAN9 TFAP2A YIPF3 FLOT1 VARS2 CFAP300 RSL24D1 CARF WDR12 FRAS1 GLIPR1 SDSL TARBP2 ACVRL1 KANSL2 MAP3K12 CSAD TMBIM6 ZNF740 NAA30 WDR89 BAHD1 BBS4 MEAK7 GALNS G6PC3 C17orf64 AKT1 FAM71E1 KIAA0319L ITGB3BP MRPL24 RGS16 TARS2 ITPKB EML4 PKP4 DLX1 EAF1 SLC25A48 RMND5B TRIM41 IRAK1BP1 RNF217 ARHGAP18 CREB5 MAP11 PLPBP PLPP5 RSPO2 ZNF462 GAS2 EI24 VPS51 MTMR12 ITPR1 TWF1 EPS8 FLI1 SLC25A4 GPATCH11 ARL14EP HOMER1 BCL2L11 RANBP2 LINC00467 TRIP12 SREK1 PITPNC1 PRKCA LRRK1 MIA3 MRPL39 TSEN2 ZNF18 DBI SLC16A1 SETD9 PIK3AP1 GNAQ PRR14 PTPDC1 FANCC CNOT11 NRG2 TAGLN2 F11R DEDD EPB41 PTMS PSMB4 NDUFV3 HSF2BP S100A1 FLAD1 UBE2Q1 ANO10 DVL3 PRPSAP1 EMC10 SLC25A45 COQ8A LYSMD1 SCNM1 LRRC58 TRIM46 KRTCAP2 TMEM79 WDFY3 MELTF SAP30L FAM219A NIPSNAP3B ANKS6 RET BMS1 ATMIN C16orf46 MFAP4 MAPK7 ZNF3 GOLM2 PCLAF ATP23 MBD6 TRAPPC2L SPINT2 ECI1 KIAA1586 HJV GFRA2 ZBBX TBC1D10B HINT1 C15orf40 UBE2E1 PDCD6IP STX8 CDK1 ARL6IP1 USP32 HAS2 KYAT1 ZNF440 POLR1C DLK2 ZNF584 PLEKHG5 RPS7 TVP23B BSG AFF1 PDP2 RXFP4 HSPA6 COMMD1 ABCD2 CHD2 PLK3 SLCO4C1 RGMB SNAPC5 RPL15 DENND6A VCPIP1 DDIT3 HIGD2B ETV4 CRLF3 PAWR GBA POLR2L TMEM94 DMAP1 ZNF354B KLHL11 C10orf53 ERFE PFAS CTC1 C3orf38 SAMD4B TCAIM EIF3J-DT TSHZ1 FZD2 ARHGAP45 WDFY3-AS2 GREM2 CMTR2 TRAK1 CADM1 CCDC125 ZNF703 HTR7P1 VPS33B TXNRD2 UBE2G2 RBM33 SIVA1 PTCH1 ZNF566 ZNF529 C2orf76 ZSCAN30 SLC18A3 LINC00265 SELL RALGAPA2 CC2D2B S100A13 S100A4 SUPT5H IARS1 TRAPPC2 SIAH1 SULT1A1 ZSCAN16 ILRUN AP2A1 IPP EOLA1 H4-16 INKA2 ZNF790 NKIRAS1 CCDC151 ZNF607 DDX42 MTCO3P12 SCAMP5 DENND4B KTI12 DZIP3 APRT SMG5 MIR29B2CHG DDR1 MZT1 CEMP1 METTL6 MIR193B GTF2H4 PPM1N CSNK1E IRF9 FBXO16 TSPAN4 ALG3 SH3D21 C19orf38 BBIP1 VPS33B-DT CHCHD2P2 TMEM242 AC009403.1 ZNF579 ARIH2OS CCDC18-AS1 CDH23-AS1 TRAM2-AS1 SLC2A1-AS1 SPAG5-AS1 XPC-AS1 GUSBP11 TNKS2-AS1 AKR7A2P1 ZNF688 AL669831.3 FEZF1-AS1 EMC1-AS1 PROX1-AS1 DDX3P2 WARS2-AS1 GORAB-AS1 LINC01780 CRIP1P1 H2BC15 FAM133B RIPOR3-AS1 ACTG1P25 FBXO30-DT LINC00894 TSPEAR-AS1 LINC01424 PRMT5-AS1 NR2F1-AS1 LINC00893 DENND6A-DT MRPS31P5 LINC02086 UBE2V1 LINC02453 SAP30L-AS1 NEAT1 AC009292.1 PICART1 MTND5P11 AF117829.1 ZNF345 RNU6-453P CCDC71L TMEM200B C10orf88B LSM14A ZNF271P AC073569.2 AC027237.3 NORAD CENPN-AS1 ATP2A1-AS1 GTF2I MIR4638 MIR5191 MIR4779 NDUFV2-AS1 MIR3178 AC092295.2 KCNJ2-AS1 AC016168.2 AC099811.3 AL390955.2 LIX1L NUP153-AS1 IER3-AS1 MIOS-DT PAGR1 THRAP3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/THRAP3_TARGET_GENES ZNF200 CACTIN CCDC9 SMARCD2 WDR24 KHDC4 SLC39A3 EBAG9 PRR14 SMG1 KLHDC9 ERICH6 ZCCHC24 BRD7 STAT6 TSC22D4 SLC16A5 ARL6IP1 TBX1 ADAMTSL4-AS1 H2BC18 ADGRG1 RNVU1-30 GAS5 ERICH6-AS1 THA1P RNVU1-26 RNVU1-4 MIR5087 MED16_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MED16_TARGET_GENES VMP1 TRIB3 ABCC3 C12orf57 STC2 HSPE1 KMT2A KDM3B CHAC1 BHLHE40 HSPD1 UBC TAGLN2 RCAN1 TBL1XR1 GBA BRWD1 SAMD11 H1-0 RNU5F-1 SNORD118 RNU5A-8P RNU5E-4P RNU5E-6P LINC00963 RNU1-1 RNVU1-30 RNU1-2 LINC00431 RNU7-1 SEPTIN7P14 MALAT1 HOXA-AS2 BRWD1-AS2 PRECSIT HSPE1-MOB4 RNVU1-25 RNVU1-19 RNVU1-28 GTF2IP12 RHOBTB3 CUEDC1 RNVU1-14 SNORD3A MIR5188 LINC01775 LINC00869 ZBTB12_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZBTB12_TARGET_GENES CFLAR KDM1A NDUFAB1 LIG3 GCFC2 AP2B1 PHTF2 CDKL3 DNAJC11 JARID2 CDK11A MED24 VTA1 STARD3NL FUZ IDS BTK NME1-NME2 PLAUR TMEM159 BRCA1 ELOVL5 WAS TOMM34 VIM MIPEP PRKCH TBPL1 ARID4A EIPR1 FUT8 SLC4A7 CUL3 BOD1L1 TRIO ZFYVE16 RAI14 PNKP PSMA4 PARP3 MAP4 NOP16 MRPS10 R3HDM1 HEBP2 MSMO1 LAMA3 TRAPPC3 ARID4B SDCCAG8 TBC1D22A TAB2 SPAG4 DGAT2 APPBP2 HAGH SNCAIP TAF11 ZNF76 PKN2 SPEN PPP2R5A POLR1H STOML1 PRKCZ CBFB RASSF1 MEF2A GRIPAP1 ATP11A NUP133 GBA2 ST6GALNAC2 CFAP20 RPS6KA2 TCF3 SMC1A FBXW11 SLC24A1 ANO8 ACAT1 SART3 BAZ2A TM9SF3 FAM76B PCM1 SLC1A3 CIC FDFT1 PAFAH1B3 PGM1 SESN1 HSP90AA1 IGSF9B MEF2C JMJD4 PHLPP1 SERTAD4 NFE2L1 XPO1 ULK2 DIS3 PIBF1 NUFIP1 AGBL5 ITPKC HUWE1 BAX GMCL1 ZNF343 DYNLL1 DZANK1 ERP29 CDIP1 RCOR1 LTBP4 SLC9A1 PAPOLA PDCD7 SPG21 MCOLN1 PLEKHG2 RBM27 NLRP1 HAUS4 SUPT16H SNAP23 AGO1 AAAS SUCO DHPS TECR MKNK2 BCL2L13 TOP3B LGALS1 PICK1 SEPTIN3 DDX17 DMC1 HSCB POLDIP3 RHBDD3 RASD2 MYH9 IFT27 SLC25A17 FAM118A ST13 EP300 L3MBTL2 TRMU CGRRF1 AHSA1 SPTLC2 ITPK1 EIF5 NFATC4 ABHD12 GINS1 IDH3B PXMP4 APMAP MIB1 ALG13 ATP11C PGK1 RBM3 GLA MRPS31 TSC22D1 NUTF2 HCFC1R1 USP31 AP3B2 RAB11A TTC23 DTWD1 DNAJC17 TRIM35 UBXN8 PIH1D1 DKKL1 STX10 TBC1D17 IL4I1 ASF1B PPP6R1 CCNE1 AKT2 TBCB PRKD2 TJP3 APLP1 HNRNPUL1 FZR1 MRPL4 TYK2 CARD8 RAB3D TMEM205 TMEM147 ERF SIPA1L3 DUS4L SP4 ZC3HAV1 CAV1 DNAJB6 CHCHD2 TAF6 FBXO24 IMPDH1 AGFG2 CEP41 ZNF862 URGCP YKT6 AKNA KANK1 CREB3 GATA3 RAB11FIP2 TRDMT1 ACTA2 CUEDC2 SMC3 TFAM UBE2S RNF43 KPNB1 CBX1 RECQL5 PIGL NUP88 DRG2 SMARCD2 SYNGR2 DDX5 PSMD11 PTGES3L-AARSD1 CLCN3 FBXW7 FNBP4 LPXN PPP6R3 COMMD9 MDK MADD NDUFS8 KCTD10 MVK WNT5B CDKN1B NUP107 RIC8B RSPH4A MTRF1L MED23 SMAP1 RPS12 HBS1L BYSL DUSP22 PRPF4B BTN2A1 LAMA4 TBX18 CERT1 CLK4 POLR3G LMNB1 ARRDC3 SLC27A6 PDE4D NUP155 RARS1 CPEB4 BCL6 OGG1 PDCD10 FRMD4B MAPKAPK3 COMMD2 RRP9 PLCH1 EIF4G1 CENPA ACVR1 NDUFS7 GALNT3 HSPE1 SLC1A4 SRSF4 C1orf21 LEPR MFN2 TMEM9 MAP7D1 GNPAT KIF17 ECE1 IPO13 ATP6V0B PTCH2 SLC19A2 PTBP2 UTP25 NEK2 ARID1A RPA2 STAG1 B4GALT6 HMGN3 CCND2 CYP20A1 UBE2B DYNC2I2 FBXW2 HSDL2 PGF MXI1 WDR11 ARMH3 HOXB3 LRP11 NUDCD1 ENY2 UFM1 ELF1 EGR1 PLS1 TMPO ADRA1A EPHX2 FAM117A TSHZ3 ZRANB3 POLK ZC3H7A TRMT13 IFT81 PKN1 GIPC1 KBTBD4 USP45 TTC21B BATF3 COQ8B ZNFX1 STX16 MED20 TBCC KLHDC3 MEA1 RPP40 BBS2 TM9SF2 TMEM255A DMAC2L ARMC7 SLC2A4RG CHCHD5 EML2 RBCK1 BFSP1 MRPS26 NCLN ZNF436 GDF5 CEP250 MCF2L PCID2 LRFN3 CAPNS1 RBM42 BCL2L12 IRF3 DLGAP5 HSPA2 HNRNPH2 MACF1 HOXD11 TWSG1 COPB1 RPAIN ATP1B2 KIF1C MTUS1 HEATR5A PRKCSH SAFB2 GTPBP3 RSPH3 NDUFA10 ZSWIM6 UBAC1 ZNF337 NOL11 ATP6V1E1 ZNF227 GSE1 RFTN1 MGAT1 SNRPA1 DNAJB1 LRRC41 CLUH EIF5A GPS2 POLR3F TESMIN DPH2 AP3B1 DCTN4 SCO1 GPALPP1 MORC4 IPO8 PRPF38B VAV3 SORT1 RBM17 CCNH FADS2 BIVM POGLUT2 STT3A WDR36 EPHA7 AKIRIN2 MAP3K7 ITGA7 BLOC1S1 TROAP TSPAN31 ZC3H10 COG2 STX6 PAX3 RCBTB2 DCAF7 KAT7 SKIL EPRS1 SLC31A2 PRPF4 TEX10 PSMB7 TLN1 HINT2 FLOT1 VARS2 FCHSD2 NUMA1 SLCO5A1 YAP1 KIF23 SMAD6 GCHFR RTCA ACTR2 PREPL KIF11 DNAJC13 ASCC1 TET1 MYPN SMARCAL1 OLA1 WDR12 INTS14 NUP54 CCNG2 GSTCD INTS12 PAPSS1 FBN2 PRICKLE1 LLPH DUSP6 MMAB NABP2 ESYT1 VPS33A ABHD13 CUL4A ARMH4 JDP2 WDR20 HMG20A USP3 ULK3 DHX38 TXNL4B MEAK7 GAS8 TOB1 CLTC BCAS3 OSBPL1A PELP1 NPC1 WRAP53 DYM MAPK4 TPGS1 FEM1A ZFP14 SOD1 EMP3 RPS11 CTU1 PADI1 PLK4 ITGB3BP LMO4 SYPL2 MTF2 TMCO1 POU2F1 ILDR2 SDHC TOR1AIP1 LHX9 TUFT1 SF3B4 ZNF687 TARS2 PI4KB C1orf56 UBAP2L GATAD2B ILF2 HCN3 TTC13 SNAP47 DEGS1 PARP1 SOX13 CAMKMT MEIS1 SFXN5 HSPD1 KANSL1L RHBDD1 DIS3L2 CTDSP1 IQSEC1 ARL6IP5 NFKBIZ TRPC1 DCAF1 MARCHF6 RPL37 GIN1 PPIP5K2 PAM ZMAT2 TRIM41 RPL7L1 ATXN7L1 NDUFB9 TATDN1 NFIB COMMD3 DNAJB12 ARFGAP2 SESN3 NCAM1 CPSF7 CHEK1 PPP4C TAOK2 TMEM219 MIA2 CCT5 DLAT UBE3B FER VIPAS39 NCAPD3 CENPU SLC25A4 PSTPIP2 ZNF776 DCLRE1C NADK2 CCNO GGPS1 CLGN CETN3 AHCTF1 INO80C TRIP12 FBXO36 MSI2 HS3ST3A1 NUS1 IMPACT ROBO3 ENPP3 LONRF1 XPC ATP6V1C1 CNOT8 FAM122B SAMD8 ATAD2 PRR14 SASS6 GALK2 EIF4A2 BRPF1 NTAN1 FCHO2 PALM2AKAP2 AP3S2 FMNL2 SPPL3 RER1 FANCC ABHD3 EIF5B RIBC1 CFAP298 PAXBP1 HOXB13 UBE2Z MORC3 PTMS LYPD5 CCDC117 RSPH1 PDXK DEDD2 TLCD1 SAFB CRTC2 ANO10 IER2 MRNIP ABCF3 NPHS1 PLXDC1 SAP30BP PLCD3 SPC24 EIF4A1 AMDHD2 NXF1 RPL29 MAGOH PARS2 ZSWIM5 JAK1 KIAA1522 ARPC5 KLHDC9 RBM15 COQ8A VPS72 HELQ MRPS18C LENEP NAXE TMEM183A TSACC CCT3 SERPINI1 CLASP2 ATXN7 CCNL1 APBB2 TOPBP1 ZNF513 ELP6 ZMYM6 SLBP MON1A HMGB2 GUCY1A1 HPGD KIAA0895 VIRMA CXorf58 ASB11 ATP7A PGM2L1 KBTBD6 PIP4P1 METTL17 CPSF2 PTER AMOTL1 CEP57 GLB1L3 HIF1AN ZFYVE19 NOLC1 FAM227B PLD4 ZNF3 RIMKLB GOLM2 SLFN5 VPS39 MRPL16 EVA1C CNPY4 PHB DOLPP1 ISLR2 ENGASE MYO5B RRM1 TRIM68 ZNF226 ZNF668 ZNF646 SMG8 MIDN GATAD2A PROCA1 CORO6 ZNF283 YIF1B DNAAF3 PSCA ZNF558 SRRM2 SDHAF2 SLC3A2 ATG16L2 C2CD3 ULK4 ZCCHC4 NKIRAS2 STIP1 CHRM1 STAT3 VWA3B STX18 ANKRD49 USP39 LRRC28 CEP120 MN1 MRPL1 SLC33A1 PTK2 CCDC8 C15orf40 SPNS1 ZNF768 ADPRM ZNF282 CDK1 NUDT9 STAT2 CDCA4 GSTA4 NDUFA3 OSCAR XKR6 C1GALT1C1 NAIF1 ZBTB26 DLK2 CLSTN1 WDR87 TRAPPC12 RPS7 FRMD5 ZNF217 ZNF554 ZNF131 GNB2 CHCHD1 ZFAND4 FUT10 LRRC20 DMXL1 HSPA6 COMMD1 ARV1 NAA20 ZNRD2 PC UQCRH ENDOV LEMD3 SNHG11 LIG4 ATP2A2 C12orf76 ANGEL2 SLC29A2 RSRC1 PTDSS2 FBXW8 ATR PACS1 CTDSP2 DRAP1 C11orf68 RAB6A AURKAIP1 MSRA ETV4 MBLAC2 SPHK1 ZNF404 RTTN CDC26 CRLF3 SGF29 LMNB2 FOXL1 SCAND2P CCDC121 PFN4 TYMS ANO6 PPFIA3 ZFAS1 MIEF2 GPR4 GBA CASC2 TMEM94 HNRNPA0 ZNF518A LRRC75B DMAP1 NDUFAF3 PDE4DIP DALRD3 ZNF354B SUZ12 TUFM RRS1 C10orf67 SAMD4B RNF227 ZNF48 ANKRD18A FAHD1 ZNF609 PAK2 ZNF443 CAPS2 CUEDC1 SLC25A42 EHMT1 GINS3 MFSD5 RBM10 EWSR1 CCBE1 SELENOF KIAA2026 CCDC159 SF3A3 NDUFB1 CHEK2 NIPSNAP1 ACTRT3 PLA2G6 APOO ZFP90 NOC4L MAFF BRF1 NELFA FAF1 DDX51 NRBP2 RAB11B TEDC1 P4HB BRWD1 MYBL1 LAMP1 ZNF566 ZNF197 HYAL3 TRABD2A EFCAB6 ZNF546 CDHR4 PTMA ZNF286A ERC2 FANCM CYHR1 KLHL17 ZSCAN23 NHS FAM230G ZNF383 NBR1 CLN3 FAM221A ZNF563 NOC2L UBE2Q2P1 ZNF573 CRYM-AS1 PLEKHG4 STK40 XPNPEP3 SLC35F1 ZNF140 INCA1 PTPN1 EPHB4 ZNF775 MYL6B ZNF782 S100A2 METTL9 ZNF441 ZSCAN26 MAFG GAL3ST4 ZNF165 HNRNPAB HOXA4 CDC42SE1 ZNF460 RPL37A HOXC6 ZNF780A INKA2 ZNF44 ZNF823 CCDC151 ZBTB14 RPL23A TMEM116 ASPH OGA TXNRD1 YTHDF2 NBR2 GPN1 ZNF28 CALM1 MTCO3P12 GPATCH3 FOXJ3 GJC2 TSEN15 RUNDC1 C1orf174 VTRNA1-2 LINC00449 FANK1 EFCAB7 NHSL2 MACO1 PRRT1 ZBTB12 NFKBIL1 MRPS18B PPP1R10 ZNF468 ZNRD1ASP AKT1S1 ATXN2 DCTN1 FAM201A DPF3 TTC23L SRRM2-AS1 C21orf62-AS1 MIR615 RNU6-1228P NUP62 FAM24B QTRT1 CHUK HEXA NDUFS3 LEPROT GPSM3 NCKIPSD GTF2H4 EMP2 LIPE-AS1 REPIN1 PPME1 B3GNT10 LINC00680 DHRS4-AS1 TMEM242 MARCKSL1P2 MIR513C ZNF603P FAM228B ZBED8 PPT2 RN7SKP114 AL606469.1 TMCO1-AS1 RTCA-AS1 KCNIP2-AS1 PRICKLE2-AS3 TEX22 LAMA4-AS1 AL606760.1 CHCHD2P1 ZNF717 WDR11-AS1 RBM15-AS1 FAM174C TOB1-AS1 GRHL3-AS1 RPL37A-DT LINC01431 ZNF687-AS1 SNHG7 LINC00472 GPX1 FANK1-AS1 ZNF197-AS1 LIX1L-AS1 ZNF879 ZNF736 FAM133B JRK SMARCAL1-AS1 JARID2-AS1 ZNF815P TMEM147-AS1 VLDLR-AS1 CDKN2AIPNL NME1 AP001625.3 RN7SL346P RPL36A FABP5P3 PEG10 INHCAP MICAL3 C4orf48 NAA80 AC091153.3 ALKBH3-AS1 AC008393.1 AP000787.1 DACT3-AS1 CRNDE AC079089.1 AC090061.1 AP000802.1 STX18-AS1 AP001922.1 NRAV ZNF436-AS1 AP002754.1 LINC01596 USP17L23 LMNB1-DT MALAT1 C8orf88 FAM86HP AC023632.2 C8orf37-AS1 CLDN23 HOXA-AS3 STX16-NPEPL1 LINC02739 AC005324.3 BRWD1-AS2 C10orf88B AC093510.1 ITFG2-AS1 RPL36A-HNRNPH2 PSMA3-AS1 INAFM1 PPT2-EGFL8 CEP95 AL132639.2 AL049869.2 AC005476.2 AF111167.2 AC011921.1 AC027237.3 LINC00933 MIR762HG AC034111.1 LINC02846 ZNRD2-AS1 HEXA-AS1 AL118516.1 AL163051.1 AC009107.2 Z97055.2 LINC01003 AC005696.1 GTF2I RNF213-AS1 LINC00667 RN7SL774P SUZ12P1 RBM8A CFAP298-TCP10L MAFG-DT MIR4519 MIR5091 AC006213.2 PTGES3L AC006213.3 AC092295.2 THA1P ZNF460-AS1 RAB11B-AS1 SLBP-DT HSPE1-MOB4 AL390955.2 AL445228.2 AC008972.2 AL451050.2 DAP-DT KMT2B SLC30A6-DT DCP1A CHASERR ZBTB8B CWC25 MIR6853 MIR4727 ZNF280B RNU12 ORAI1 FRG1HP AL354696.2 ARRDC3-AS1 RASSF1-AS1 RANBP9 WIZ CXorf56 KMT2C PPP1R12A ATP2B4 CA11 DMRT3 ADGRL1 CDHR2 WDR62 JADE1 FBLN1 AP4E1 RAB10 HSD17B14 FKBP3 ADNP PIM2 CENPT SETD6 VPS35L MED25 DBP TLX1 TBC1D9 GLI1 C6orf62 BICRAL APBB3 GNAI2 GPD2 TXNDC9 BCL9 MORN1 RO60 ATF6 TCP1 PTK2B RNF170 CSE1L FOSB DYNLRB1 MYO5C SLC27A1 JUND THOC6 CCT6B PLEKHA8P1 HNRNPA1 MYCBPAP UBAP2 TPMT PPM1B ESD ZIC5 CDH24 ZMYND15 TP53 BARHL2 C1orf131 CEP170 NBEAL1 POMGNT2 EIF2B5 SLC25A25 ZC3H12C TBX6 ARID5B UBC NPAS3 VPS26B DST PTPN14 SLC30A6 SORBS2 KAT6B GRHL3 ABR COX6B2 NEK8 ALDH16A1 DNAJB4 B3GALNT2 THOC7 SYTL3 STAT6 STIM1 AXL KIFC2 DDIT4 ATF5 CRTAP KRT8 ECEL1 MCTP1 SLC35A4 TGIF1 AC025171.1 CALR CDC42EP4 GLIPR1L2 HMGN4 LRTOMT PGP C22orf46 CDNF FAM174B IRS2 NKRF ZFP91 TUBB4B RHCE XRCC6 STRN3 ARHGEF12 DACT3 ARRDC1-AS1 LINC00963 SNORD12C ATP6V1G2 PAM16 MIR1289-1 C19orf73 CCDC18-AS1 LINC00240 RPL39P40 SPANXB1 INKA2-AS1 AL139011.1 LCEP2 XIST AL669831.3 PRRT3-AS1 FAHD2CP MTFR2P2 LLPH-DT EFNA4 RPL30P11 ZNF585B RRS1-AS1 MTND5P11 ZFP91-CNTF LINC02598 LSM14A AC117382.2 AC025682.1 MIR4716 MIR548AL MIR4999 LINC01775 RPARP-AS1 IER3-AS1 TTC23L-AS1 MIR6515 PSMB3 ZNF711_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF711_TARGET_GENES LAS1L CYP51A1 RAD52 BAD CDC27 UPF1 DHX33 REXO5 CIAPIN1 CROT ZNF195 ZFX AGK MARK4 TSR3 PIGQ SYPL1 UBE3C FAM76A SPRTN ZNF207 NME1-NME2 ANLN MAP4K5 HEBP1 ZC3H3 NUDCD3 ATP2C1 WWTR1 ZFP64 MNAT1 MRE11 AQR RNF10 ZDHHC6 NDUFS1 RB1CC1 ERP44 NR1H3 PRKCH B4GALT7 VRK2 BRD9 SLC39A9 ZCCHC8 RNF19A PEX3 SH3YL1 NSMAF ZZZ3 FBXO42 BOD1L1 EDC4 RIPOR1 LSG1 THAP3 RETSAT CAPG DCUN1D1 OFD1 POLR2B NOP16 RRM2B FAM120A H6PD ARID1B LIMA1 ARID4B ATP9A SZRD1 PUM2 ZFR RC3H2 MTA3 RIOK2 DNAJC25 PIGV QSER1 SFSWAP ZNF112 RNF4 TNPO3 BORCS8-MEF2B RFXANK SNX24 IPO5 TRAM2 CDK13 PDE4A ZMYND12 LRRC40 RRP15 HDAC4 LAPTM4A KIF2A PPP2R5B NUP133 VPS35 HDHD5 PHRF1 SLC44A1 SMG6 CLTCL1 ZXDC PTPN21 NCK2 BUD23 TRIP13 FAM3A CPSF1 PDCD2 AFF4 SMC1A MARK2 CHFR NFATC3 SMARCE1 NCBP3 SLC24A1 HACD3 ZZEF1 VPS9D1 SLC25A3 RAB7A BCAP29 MKRN2 MLH1 KLHL20 TOP2B TM9SF3 POLD3 TULP3 NRDC PCM1 SENP1 SRCAP CNOT4 PCNP EXD2 UBA5 ZNF506 JMJD4 DELE1 BZW1 TNPO1 SLC27A5 ZNF446 RPS5 YTHDC1 ZMPSTE24 NOA1 ZNF213 MTIF2 USP40 SEPHS1 ALG9 SRRT UIMC1 SF3B2 GNAS DNM1L ERGIC2 PTPN4 COQ9 NSFL1C SNX5 RPL6 MAPKAPK5 ESF1 ANAPC5 ZNF302 CDIP1 RBM41 ZBTB25 NDUFB2 MUL1 GNPTG GOLGA3 DLD FH ORC6 ZC3HC1 TMEM101 PPP2R3C G2E3 HECTD1 HNRNPC SUPT16H TINF2 TRPM7 SEC22C UPRT PSMD5 TBC1D2 WAC CDC5L RAB18 MADCAM1 TRMT2A RANBP1 MED15 YPEL1 TOP3B HIRA RHBDD3 TOM1 RPL3 TXN2 PHF5A ACO2 TRMU KHNYN PSMC6 PSMA3 TIMM9 KIAA0586 TMED8 SAMD15 DHRS7 PPM1A EIF5 DICER1 ZC3H14 PPP4R3A PABPN1 CHD8 PRORP TM9SF1 ZMYND8 PRELID3B PSMA7 ARFRP1 CDK5RAP1 USP14 NOL4 NKAP ARHGEF7 MRPS31 VWA8 MGRN1 LYRM1 ARL2BP USB1 PSMD7 COG4 SLC7A6 FBXO31 NUBP1 UBE2I ZNF174 CLUAP1 GGA2 BCKDK TRIP4 CD276 DTWD1 GABPB1 SPG11 MYEF2 BRF2 DECR1 BPNT2 NIPAL2 CHRAC1 GFUS EEF1D MTMR9 MCM4 SNRNP70 PIH1D1 PLEKHJ1 SF3A2 TRMT1 TBC1D17 PTOV1 YJU2 HNRNPUL1 MRPL4 RPS19 KDELR1 WDR83OS PRPF31 TFPT SUGP1 ZNF14 GSK3A AVL9 GTPBP10 DNAJC2 DUS4L CBLL1 TTC26 SSBP1 PLEKHA8 CHCHD2 EIF3B SNX8 TAF6 RBM28 USP42 LSM5 AP1S1 ZNF862 CHCHD3 URGCP TMEM248 POLD2 TBL2 DNM1 KDM4C TESK1 EDF1 EXOSC3 ZFAND5 CCNJ TRDMT1 NSMCE4A ARHGAP21 CPEB3 SHOC2 TFAM PBLD PSMD3 RAD51C TUBD1 RPS6KB1 CBX1 PIGL INTS2 RNF167 SLC25A11 C1QBP GOSR1 CCDC47 DRG2 SMARCD2 C17orf75 LGALS3BP MRPL27 LUC7L3 SMURF2 PRKAR1A NFKB1 UBE2D3 NDUFC1 TBC1D19 HSPA8 ATG2A KMT5B TMEM109 RNF141 DDX6 PTPMT1 SOX6 C11orf58 COQ5 SLC11A2 MVK ATP5F1B MAGOHB ITFG2 FOXM1 DUSP16 LTBR CDK2AP1 DDX55 COPZ1 CAND1 NUP107 KRR1 CDCA3 RIC8B TDP2 RWDD1 NCOA7 FBXO5 MAPK14 SOD2 WASF1 GPLD1 ACOT13 FAM120B TBP SENP6 ERBIN HMGCS1 NNT HSPA9 CERT1 LNPEP SKP1 TCERG1 SMAD5 HMGXB3 ZNF346 AMOTL2 KPNA1 UBE3A SLC25A36 XRN1 IFT57 ABTB1 HEMK1 COMMD2 NKTR EIF4G1 EEF1B2 NCL SF3B6 DNAJC27 GPD2 EIF2B4 NRBP1 PSMD14 INO80B NDUFS7 MRPL19 LANCL1 UNC50 ELMOD3 TXNDC9 PDCL3 MOB4 HSPE1 STK16 HDLBP DCAF17 SOS1 AAK1 C2orf42 MSH6 PARD3B BCL9 MARK1 GPX7 CACYBP RPL22 PARK7 DOCK7 SWT1 SMG7 SLC35D1 RO60 UCHL5 SRSF11 TMEM9 OSCP1 MRPS15 EXOC8 MTR RLF RBBP5 ERI3 PRDX1 VAMP4 SLC35A3 NSL1 PROX1 RCN2 DDX59 FASTKD2 SPCS2 PHF3 AKAP7 FBXL5 RXYLT1 ZNF430 NDUFB3 GTF3C3 RAD23B FBXW2 ZBTB45 YLPM1 RBM25 NRDE2 ZNF410 RHOQ SUPT7L DNMT3A TMEM214 YPEL5 YIPF4 SMNDC1 C10orf88 WDR11 ARMH3 KANSL1 LRP11 SNX19 TAF12 HSPH1 FAM53C SIL1 SERP1 ZFP30 TARDBP AKAP1 TEX14 FAM117A ABCC11 CAT ZNF639 LIAS ACVR2A POLK RPL21 FYTTD1 MTERF4 MRPS2 KIAA1191 RBBP6 ZNF205 NAA60 RWDD3 SEPTIN7 HERPUD2 NT5C3A SMU1 SLC25A51 CLTA KIAA1549 WDR83 DBH ATPAF1 METTL8 LPGAT1 KCNJ2 ACSL3 CHPF DNPEP NCOA5 ARFGEF2 ZNFX1 STX16 PPP4R1L MCEE SNRNP27 MPHOSPH10 USP22 TRERF1 MRS2 SLC35B3 NT5C SLC2A4RG PSMF1 DTD1 STK35 SNRPB SNRPB2 MGME1 KDM5C KLC1 TUBGCP3 PCID2 UBA2 PRRG2 SCAF1 EMG1 PCNX4 ATG14 NUP214 MAP2K2 CANX IPPK PPCS ATP13A4 WDR24 SMARCA4 METTL25 METTL16 ZNF835 AKAP9 SEM1 POR STYXL1 PMS2P3 SGCE CASD1 DGCR8 EMC4 DNAJB9 MTX2 HAT1 EIF2AK4 TTBK2 KNSTRN ARPP19 COPB1 PSMA1 NGDN BCL2L2 EAPP REEP5 MAU2 ERMARD CDC16 GTPBP3 ZNF337 TAF4 ZC3H4 MAP3K10 PPAN NOL11 RBM39 RBSN NR1H2 MGAT1 UBE2D2 TRAF7 FMO5 SELENOS SNRPA1 C19orf12 GCH1 RFX1 DHX30 PTCD3 SCLY RAN EEFSEC TMEM128 SEC61G GRSF1 UTP3 H3-3B PCBD2 ARHGEF11 DCAF8 IGHMBP2 OSER1 ZBED3 USPL1 XPO4 PEMT DSTYK SRRM1 ZNF767P CCDC59 ZFC3H1 COX16 VHL ARF3 IAH1 CDC73 RBM17 ACP2 ELP2 TMEM165 BIVM CARS2 WDR36 NAA35 USP30 FBXO21 PNPLA8 RINT1 CEP162 ATP5MC2 ITGA7 BLOC1S1 CDK4 TSPAN31 LTV1 DHX9 MRPL44 USP37 EIF4E2 TGFBRAP1 PWP1 VPS36 RCBTB2 NUP42 ZDHHC4 TBRG4 HUS1 IREB2 NMT1 TACO1 KAT7 TRA2B MARCHF7 KCTD3 CCDC115 IMP4 LRRC8A ECPAS SLC2A8 ZNF189 STX17 PRPF4 ATP6V1G1 MRPL50 PSMB7 GOLGA1 SPAG8 RPS6 RAB30 CREBZF SLTM NDUFAF1 TMEM62 ZNF280D BCAR3 GIPC2 THUMPD2 SULT6B1 SLC5A6 PREPL FBXO11 ATRAID DTNB DBR1 ATIC SMARCAL1 ASNSD1 PPIG MDH1B OLA1 ITPRID2 COX17 USP8 SPPL2A INTS14 PARP16 PPCDC HERC3 COPS4 RAP1GDS1 LARP1B NUP54 GSTCD INTS12 SEC24B TMTC3 RITA1 TARBP2 BRCA2 KANSL2 TMBIM6 WDFY2 ESD DENR ABHD13 CUL4A CBLN3 TCF12 ETFA MAN2C1 POLG CRTC3 RUSF1 FTO MBTPS1 ZSCAN32 TCF25 GAS8 NCOR1 SS18 SLC39A6 C18orf21 CCDC40 ARHGDIA RPTOR FOXK2 WDR45B P3H4 FKBP10 TXNL4A BRD4 PRDM15 CCDC97 SCYL1 SAE1 GEMIN7 RPS11 NOSIP GPN2 ITGB3BP ALDH9A1 MPC2 DCAF6 TMCO1 COP1 PPOX NUF2 RGS5 SDHC PRCC MRPL24 HDGF TOR1AIP1 LYPLAL1 TARS2 SNX27 PI4KB CERS2 EIF2D JTB SNAPIN UBAP2L C1orf43 ILF2 ACP1 SNAP47 SDE2 CNIH3 MBOAT2 PYCR2 RHOB CAMKMT VPS54 SNRPG THNSL2 UBXN4 CDCA7 PHOSPHO2 HSPD1 ANKMY1 COPS7B IQSEC1 RPL32 NFKBIZ OSBPL11 RUBCN TCTA EAF2 ECE2 PYURF MARCHF6 RPL37 SLC30A5 COMMD10 FBXO38 TNIP1 BOD1 RBAK MDH2 NIPSNAP2 CCT6A PSPH ZNF92 TMEM209 ZC3HAV1L TLK2 HDAC8 NSD3 MTDH WDR31 SURF4 MED22 REXO4 RPL7A GTF3C5 CIZ1 SLC25A25 LRSAM1 DPH7 FRA10AC1 DNAJB12 LRRC27 BTBD10 TUT1 HSD17B12 C11orf49 CELF1 TMEM138 CPSF7 CNBD2 CDH22 LTO1 VPS51 ARID5B MIA2 DLAT PIH1D2 NKAPD1 MBIP TMEM18 NDUFC2 FER EPS8 VTI1A KIN ANKAR ADAM17 TGOLN2 SH2D6 RPP38 PAN3 PFKM GPD1L SAR1B GGPS1 RAD17 SREK1IP1 CWC27 SRP19 SMARCA5 TMEM251 CEBPG DGKE IMPACT LRRK1 CCDC173 MRPL39 ATP5PF GABPA TSEN2 XPC PPP4R1 MPPE1 ANKRD40 AZIN1 PIP4P2 ZKSCAN2 PDIA4 KCTD18 FAM126B VPS37A CFAP70 DPY19L4 N6AMT1 EEF1A1 ZNF689 GALK2 PDE6D TATDN2 SEC13 PAXIP1 STEAP2 FZD1 DDX19B PSMG3 AP3S2 PANK4 FAIM MITD1 EIF5B RIBC1 B4GALT5 PPP1R9A TMED4 USF1 ZNF276 PINK1 DMTN CCAR2 GART SON UBE2Z HLCS AMFR GPBP1L1 NAE1 TMEM69 CTBP1 ABR CCDC117 SSU72 UBE2J2 ZNF362 SLC37A1 PDXK AGPAT3 CFAP410 FAM207A MCM3AP C9orf116 ZNF714 ZER1 UBE2Q1 CRTC2 FDPS PPP1R35 MAML1 FBXL13 NAPEPLD PSMC2 DVL3 LEMD2 NEU3 CYB561A3 RPL29 USP24 NOL9 JAK1 LZIC RBBP4 TSSK3 USP1 DNAJB4 ZNF496 NCSTN SPATA17 MRPL55 WDR26 PUS10 PEX13 COQ8A ANKRD23 SCNM1 VPS72 RNF149 HELQ MRPS18C CGGBP1 EIF4E3 TMEM79 GLB1L SGO2 EFHB RPL22L1 SNHG16 SYNPR THOC7 ATXN7 CCNL1 RPL9 U2SURP SLC4A1AP WDR43 POLR2H TMEM41A CDC25A MON1A WDR82 NAA15 CCDC112 GRPEL2 TIGD6 TENT2 ANKRA2 UTP15 NSA2 GFM2 KIAA0895 COG5 RELL2 ZNF12 PEX2 SPIDR ORC5 SUN1 CDK5 FASTK FZD6 FREM1 NUDT2 PSIP1 FXN VCP STOML2 REEP3 SKA3 KLHDC2 TTC8 VDAC2 NSD1 ENOX2 SPACA9 DDX21 BMS1 MOAP1 PTER BAG5 ZNF319 ALKBH3 COPS2 FRS2 CCT2 ARIH1 COX11 FAM227B STXBP4 CUL5 USP54 IFTAP ATP9B XRRA1 RPL27A ZNF143 NDST2 ZNF3 TK2 HSP90B1 COG1 ZNF606 ZNF592 PCLAF CLPX MRPL16 DIS3L RCCD1 CNPY4 SNRPD1 TRUB2 COQ4 FBXO22 CDK12 TBC1D16 FN3K ZNF180 SMG8 TPM4 ANKRD11 PROCA1 ZNF146 PSCA TSR1 OTUB1 MRPL58 MLST8 KCTD5 SRRM2 SDHAF2 CCDC88B SETD5 RNF187 COA6 MPLKIP SEPTIN2 ING5 RFWD3 CDC40 STIP1 HEXIM2 CDKN2AIP AXIN2 SEMA4C SNTB2 STX18 DDX19A ATP5ME HNRNPH1 MRPL1 SLC33A1 METTL15 DTWD2 HEXD CNBP DUS1L ZNF32 TAPT1 HNRNPA3 NANP USP47 PDCD6IP CRTAP UBB TMED10 HSPA4 ARMC10 RNF34 ACYP2 GPR27 KBTBD2 LSM3 TMEM43 RNF139 GSTA4 KYAT1 TRMT61B MORN4 NAIF1 RBKS FAM98B ZNF581 ZBTB26 ASXL1 ZNF561 BCL2L1 BPTF HDAC3 RHNO1 ZNF570 RRM2 RPS7 TVP23B MTBP TEFM MRPL13 PAIP1 ZNF24 BANP TMCC1 ANKRD13D PHF8 DCAKD MRPL57 AHSA2P IQCB1 GOLGB1 GPR137 THAP2 NMNAT1 TAS1R1 TOMM20 AGFG1 PIGG ZBTB4 PHLDA3 LIG4 C12orf76 BBS1 MSL2 RSRC1 DHX36 KLC2 UBE2C MRPS22 PSMD2 ZNF408 ARHGAP1 PHYKPL BANF1 EIF1AD EIF3F LIPT2 ALG10B MRPL48 SUGCT LINC00476 AURKAIP1 RUVBL1 CCDC57 RTTN RPP38-DT ZBTB8OS CDC26 CNTD1 AC008969.1 RMDN1 ACSF3 RBIS PFN4 WDR73 IRAG1-AS1 ZBTB38 NINJ2-AS1 ZFAS1 ARIH2 PIDD1 RPLP2 CSTF2T THAP5 ZNF518A RPS27 DMAP1 NDUFAF3 NDUFV2 DALRD3 SH2B1 ZNF354B ZFAND2A PLEKHM3 NT5DC1 EPM2AIP1 DPY19L3 TAF7 ZBTB7A TUFM C3orf38 GVQW3 PTPN11 CLK3 GEMIN4 MKRN3 SHARPIN MAF1 PUF60 PSTK RCC1 MIGA1 TMEM64 WDFY3-AS2 OGFOD3 ZNF678 RNF135 SETD2 ADO CCDC149 TNRC18 ERCC6L2 TP53TG1 MRPS16 PRR34 C8orf33 YBEY NPLOC4 KPNA2 TSPAN10 TTC3 NGRN C16orf72 ZNF721 EWSR1 LINC01547 SF3A3 COA5 TRIM52 IQGAP3 TTC32 HTR7P1 COA3 ACTG1 ADAP2 TSSC4 SS18L1 COPB2 KNTC1 POU3F2 DYNLT2 RBM33 PTRHD1 CA13 BRF1 INTS5 MANEAL TEDC1 MRPL30 TARS3 SEPTIN7P13 MRPL40 PCGF3 BRWD1 DRG1 ANKFY1 YTHDF3 PIGP HDHD5-AS1 LAMP1 GSAP ANKRD46 TEX38 MTARC1 MST1P2 ZNF197 RPS23 LINC02875 MAGI2 USP7 EXD3 TMEM203 UBQLN2 RILPL1 DCUN1D3 ZNF669 CENPP CIBAR1 H2AX SRSF10 DUSP28 NOXA1 TMEM198 RPL14 FAM120AOS ZNF292 ADAT2 SF3B3 ZAR1L HMGB1 ZNF724 ZNF250 FAM217B ZNF565 C9orf163 ZNF774 ZNF569 ZNF605 TRAPPC2 IPO4 SDHAF3 ZNF136 ERI2 CTBP1-DT NHLRC2 H2BU1 ARHGEF12 ANXA4 ZNF398 ZSCAN25 PCBP2 ZGPAT ABCB8 ZNF785 ZNF165 MRPL21 ZNF786 SLC22A5 STMN3 ZNF695 ZNF628 IRF1-AS1 HOXA4 ZNF615 ZNF460 RPL37A MCMBP ZNF790 SPG7 RPL12 C1orf122 NOL8 ZNF273 MAK16 ZNF544 ZNF770 ZNF876P MAN1A2 QRICH1 RPL23A ZKSCAN8 WWP2 TCAF1 YTHDF2 TMA16 ATL1 MDM4 KLHL9 CEP290 DLL1 MTCO3P12 MT-ND2 CNOT7 MTOR OPA1 OSTC TSEN15 STKLD1 DCLRE1A SMG5 SNORD46 RNA5SP283 EFCAB2 TATDN3 C1orf53 ATP1A1-AS1 EFCAB7 LRRC37A5P PFDN6 BRD2 ZNF805 TBC1D8 AKT1S1 RANBP17 MRPL53 TCTN1 IGFL4 C12orf73 E2F4 NT5M IPO7 HMGN1 DENND6B ITSN1 SRRM2-AS1 THUMPD3-AS1 SNORD60 SNORA24B SNORD59A SNORA14B MIR199B MIR191 SNORD12C MT-TF MT-TI MT-TM MT-TP SELENOH MT-RNR1 TSN ZNF580 DENND1B ANKRD39 ARHGAP19 ERV3-1 ZNF337-AS1 CPNE1 ALG3 C17orf67 BBIP1 B3GNT10 SEPTIN7P2 CRPPA PHB2 ZNF407 RPL17-C18orf32 TMEM242 AL451074.1 CROCCP2 AC009403.1 ZNF579 NBPF1 FAM228B TIGD1 HDAC4-AS1 RNA5SP21 LAPTM4A-DT CFL1P1 OSER1-DT LINC01441 CCNT2-AS1 HCG14 DNAJC27-AS1 TMCO1-AS1 LINC02776 ZNRF2P2 JPX LINC01107 TRAM2-AS1 AC092802.1 BAZ2B ENTPD1-AS1 WDR46 WDR11-AS1 KIF9-AS1 CSE1L-AS1 DNAJC9-AS1 STEAP2-AS1 DPY19L2P3 LYPLAL1-DT MELTF-AS1 WEE2-AS1 SEPTIN7-DT ZFAND2A-DT LPGAT1-AS1 KRT8P12 LINC01715 LINC01264 ACBD6 TPI1P2 BZW1-AS1 PSMG3-AS1 COL6A4P1 LIMD1-AS1 GTF2IRD1P1 COA6-AS1 TMEM44-AS1 DBIL5P DARS1-AS1 SMIM26 RPL37A-DT MTCO1P14 LYRM9 SMG7-AS1 MIR3936HG LINC00167 ZNF197-AS1 ZFX-AS1 ZNF879 ZNF736 MAGI2-AS3 FAM133B MAPKAPK5-AS1 JRK AL031727.2 RPS29P16 FBXO30-DT DICER1-AS1 MKLN1-AS LINC01852 HAND2-AS1 C10orf143 FAM200B LINC00674 TMEM250 SNORD42B RNU7-27P RNF103 RBM14 NME1 PPP1R35-AS1 ACAD11 PPIL3 ISY1 AC002467.1 PRR34-AS1 SNHG3 PEG10 BMS1P4-AGAP5 INHCAP BMS1P4 MRPL33 MRPS31P5 TTC4 DNAJC25-GNG10 UBE2V1 GABPB1-AS1 RNF139-AS1 AC105285.1 RAB30-DT UBR5-AS1 UBE2D3-AS1 LINC00535 BAALC-AS1 AC011346.1 AC090061.1 LRP4-AS1 STX18-AS1 SEC24B-AS1 NNT-AS1 LINC02062 RBM14-RBM4 AC046134.2 SRD5A3-AS1 RNF103-CHMP3 MRPS31P4 ATP6V1E2 ZBED3-AS1 GLUD1P3 LINC01301 RPL32P3 ABCA11P RNA5SP473 RNA5SP134 MAILR TUG1 ZNF260 AL157756.1 AP001372.2 BORCS8 DPP3 STX16-NPEPL1 STX17-AS1 AP001922.5 AP002748.4 BRWD1-AS2 COA8 ITFG2-AS1 ZNF10 POLG2 LSM14A PRANCR RTEL1 RCCD1-AS1 AL157911.1 BCL2L2-PABPN1 AL121603.2 AL359317.2 DUX4L18 NDUFC2-KCTD14 NDUFAF4P1 AC015712.2 AL050341.2 AC040169.1 AF274858.1 MIR762HG CCDC187 AC009962.1 AC055855.2 AC138627.1 TMEM202-AS1 AC124068.2 PAN3-AS1 CLCA4-AS1 AC012184.3 ISY1-RAB43 AC087500.1 DHX33-DT MRPL12 TMPOP2 ZNF213-AS1 TAPT1-AS1 LINC00667 SNORD43 MIR4492 SNORD55 MIR3913-1 OTUD7B MIR3154 MIR5696 MIR3613 AP001033.1 RPL17 LINC01970 SEC22B MIR4519 AC007431.2 MIR5091 NCOA4 ZNF561-AS1 TBX2-AS1 LINC01764 AC015936.1 AC008736.1 AC007786.1 ZNF460-AS1 PTOV1-AS1 AC132192.2 AC012313.6 AC008735.3 ARHGAP19-SLIT1 AC010359.2 HSPE1-MOB4 AC016727.1 AL390955.2 AC018647.2 AC099791.2 TMCC1-AS1 AL031055.1 SNORD58B AC013400.1 RNU6-92P LINC01023 BTF3-DT GTF2IP13 PPP4R3B-DT GTF2IP20 DCP1A CHASERR RBAK-RBAKDN CWC25 TAF9 NOL12 INO80B-WBP1 MIR4727 SNORD1C ZKSCAN2-DT PPP4R3B NUDT18 LINC02340 RN7SKP175 TUBGCP5 RN7SL1 RAB7B VWA8-AS1 MIR7155 LINC00552 ZNF175_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZNF175_TARGET_GENES LASP1 ACSM3 ITGAL KDM7A GTF2IRD1 VPS41 CCDC124 KIAA0100 LUC7L MPND NFIX MAPK8IP2 UBE3C ABHD5 PTBP1 PLAUR CALCOCO1 UFL1 MDH1 XYLT2 WWTR1 AGPS SAMD4A ERP44 NR1H3 PRKCH IKZF2 ARID4A PNPLA6 ZCCHC8 GAB2 ATP6V0A1 NSMAF RFC1 CLEC16A STAU2 RIPOR3 AP2S1 CP SZRD1 ZNF280C PITHD1 ATP2B4 NDC1 FLYWCH1 MXD1 CCAR1 BCAT1 SFSWAP SEZ6 SLK CYB5R4 SPI1 EVI5 PRR11 KIF2A LRP6 AP3M2 WDR1 ASIC4 FBXW11 ALPK1 CLASP1 TIMM21 ACTB RAB7A REXO2 CTTNBP2 USP33 DYNC1I2 MLLT10 SDF4 RUNX1T1 PUM3 PSEN1 RSBN1 CXCL2 MEF2C UBA5 SMARCD3 NFE2L1 CTTN SNX10 PPEF1 PPP1R15A ADD1 CASS4 SULT2B1 ALG6 KHSRP ASAP3 SLC4A11 MAPKAPK5 SLC8B1 PXN BIRC5 SLC9A1 EZR RFFL HDAC6 CREM TMED1 BCL7C ATP5F1D MARCHF2 CABIN1 GGT1 PATZ1 DDX17 JOSD1 POLDIP3 MYH9 RANGAP1 RIN3 PPM1A TELO2 VRK1 ACIN1 ZMYND8 RAB5IF ADNP TRIB3 HM13 TM9SF4 RPRD1B CHMP4B TBL1X AMMECR1 TSC22D1 MGRN1 TSNAXIP1 USP10 SLC7A5 EEF2K CAPN15 GSPT1 USP31 HMOX2 MAZ STX4 VPS35L HERC1 SCG3 FZD3 INTS9 CALB1 GFUS ERI1 MTMR9 LEPROTL1 TULP2 OAZ1 C19orf44 CACTIN BABAM1 CARD8 MAG FKBP8 SUGP1 GRB10 CHCHD2 EIF3B AIMP2 TMEM245 CDH23 TASOR2 RAD51C SEPTIN4 MTMR4 DHX40 KPNB1 DHX58 NAGLU ABCC3 WSB1 TNFAIP1 IFT20 PHF12 AMBRA1 SLC22A18 CAMKK2 IL23A VPS29 CAND1 ING4 CDCA3 C2CD5 RIC8B KCTD20 WASF1 C6orf62 TFEB HSPA9 RNF130 TTC1 ARRDC3 NR3C1 TXNDC15 MACROH2A1 TCERG1 STC2 GNB4 TANC1 NDUFS7 CCDC88A CHST10 CHMP3 IL1R1 SLC25A12 THADA NFE2L2 GON4L DOCK7 ZBTB17 MTR MYCL GALE STMN1 ESYT2 ADGB MYL12B INVS SNX19 EPC1 KBTBD7 APAF1 LYPLA1 TEX14 POPDC2 TMIGD3 ZC3H7A ANXA11 PMS2 ARL4A SPINK4 PLAU WWP1 NR4A1 NFE2 PLP1 NCOA3 PEDS1-UBE2V1 STAU1 PPP4R1L PCK1 USP9X MAD2L1BP AHNAK SH3TC1 BARHL1 PPP1R12C ALKBH7 MKKS SIRPD TMEM115 SCAF1 ZNF484 COX7C MASP1 LRRC61 GFER SMARCA4 AAMP PNKD DGCR8 VGF SMO SEC14L1 MAU2 GNL3L IQCN UBAC1 ZNF337 RPL27 C1orf159 PRKAB2 RFX1 LRRC41 CCT6B NUP210 TMEM128 PNISR ENAM ANKRD17 WBP2 TERF2 RHBG PEMT DSTYK MYO18B LARS1 ARNTL CEPT1 ACP2 ADGRB3 ACVR1B AHI1 KCNK1 NTPCR NPL DNAJB2 VILL COG3 SRSF1 SKIL BIN1 TOR1A ST6GALNAC4 CDK5RAP2 ZFP37 HEMGN TMEM14B TUBB2A VARS2 CPEB2 FCHSD2 ANKRD42 NUMA1 RAB30 TRIM29 ALKBH8 KNL1 ZNF280D RAB1A SLC5A6 APH1B ARHGAP24 PRDM5 PPA2 TMTC3 FOXN4 TARBP2 VPS37B ARMH4 MFAP1 ANP32A IGF1R PCSK6 CPNE2 CMTM3 GAS8 RANBP10 NPEPPS CLTC SLC14A1 ARHGDIA CEP131 CBX4 FBXO15 SLC39A3 TPGS1 FEM1A SH3GL1 IFNAR1 APP SAE1 NOSIP STRIP1 TIPRL FCGR2A TUFT1 ADAM15 PPFIA4 GALM WDPCP FBXO38 GLRA1 BOD1 ANO7 WTAP TMEM209 CASK SNX12 CCDC25 HMBOX1 NSD3 LACTB2 EBAG9 FAM83A ZCCHC7 PROSER2 PPRC1 HIKESHI PAK1 SLX4IP FADS1 TBX6 DIXDC1 UBC RAD9B ANO4 RABGAP1L FAM168B NADK2 SRP19 CDYL SCOC NMRAL1 RPIA IMPACT JAM2 CCDC174 CXXC1 ZFYVE27 SAMSN1 SLC7A7 DPY19L4 DRAM2 MAPK13 HTR5A ST3GAL2 GAREM2 PANK4 C12orf43 PAFAH2 H4C8 AHCYL2 USF1 NDUFS2 TOMM40L ATP5MC1 SNF8 GPBP1L1 TMEM69 ZFYVE28 ZYX ZNF222 CALM3 DFFA HSF2BP RRP1B RALGDS SPTBN4 CRTC2 ANO10 NAPEPLD ABCF3 PRPSAP1 JOSD2 LEMD2 CLPB TAL1 RBBP4 TSSK3 AGL ARPC5 C1orf74 ATF3 SMARCAD1 LYSMD1 SCNM1 SPRR2D ARHGAP25 EOGT ARPC2 CCT3 CWC22 ANKZF1 CCNL1 SLMAP RPP14 KIAA1143 KIF15 YEATS2 TKT SAP30 TMEM161B EGFLAM EBF1 ACSL6 PI16 FBXL21P DNAAF5 SLC4A2 SSMEM1 ANKS6 GAPVD1 MELK AKR1E2 KBTBD6 VDAC2 NSD1 GHITM METTL3 ZFYVE1 SLC39A13 IKBIP GABRB3 CUL5 APBB1 IFTAP PKD1L2 ATF7IP2 YPEL4 NAV2 CLPX STX3 MIR202HG MARS1 PHB MYO5B PPP2R3B TPM4 JSRP1 YIF1B ZNF444 ABCA3 SLC3A2 C2CD3 RAB4A GNG4 IRF2BP2 CDC40 ADAM9 DHRSX SLC25A6 KCNAB1 PTK2 TM2D2 FASN OTUD7A UBE2E3 GLB1 FAXDC2 COMMD5 PRKCE SOSTDC1 CLSTN1 S100Z TCEA2 CAMTA1 NINJ2 C3AR1 ZNF217 SHLD1 JMJD1C SYNPO ISG20 DPAGT1 TP53RK C2CD2L CLP1 FGGY BANP MRPL52 MUS81 CFL1 PHF8 TNKS CHD2 UQCRH STAT5B KCNH6 TLR1 TLR6 DDX23 PTDSS2 SH3BP5L PPM1E DCTN2 PLEKHF2 UBE2O CRYBG2 CSTF3 ZBTB8OS B3GNT5 RUFY1 MIR7-3HG SEC24C ZBTB38 SAMD9L AL162595.1 STAP2 TMEM11 SUZ12 OPLAH MRFAP1L1 FARSA PXT1 MKRN3 DNHD1 SYCN PIPOX PCBP1-AS1 SCRIB LSM10 PRKAG1 TDRKH UBE2E2 SKA2 CNOT10 AP2A2 CCDC159 SF3A3 UTP11 TRMT12 KMT5A ACTG1 VPS33B PGP TSSC4 KNTC1 SUMO3 SEMA4B MANEAL UBALD2 CCDC137 TEDC1 SH3BGR P4HB BRWD1 SETD4 MATN1-AS1 CYP2R1 BLOC1S4 GPATCH8 ARAP1 PRR5 C17orf58 TEAD1 ISG15 TCL6 TMPPE HES4 SRP72P2 SUMO2 HMX3 BSX NDUFA4 HMGB1 LCOR NOXO1 SIAH1 MAN2A2 ARHGEF12 GYPE KCNMB2 SPTAN1 ZNF460 MAK16 GRK6 ZBTB14 ZNF649 MIER1 UCKL1 LRBA NCOA6 CEP290 SCAMP5 MT-CO1 MT-ND3 MT-ND4 SREBF2 C1orf174 ATG9A MFAP3L RNA5SP52 RNU5E-1 RNU1-108P RNU6-1216P RNU6-951P RNU5B-1 SNORD48 RNU6-1276P RN7SKP249 TDRKH-AS1 SNHG5 BRD2 AGER SKIV2L NELFE SNHG32 PDE7A CFAP99 MIR7-3 MT-TV MT-RNR2 MT-TQ MT-TW MT-TG MT-TR SLC48A1 MT-ND4L SFT2D2 KRTAP2-4 GTF2H4 LINC01521 AC019080.1 C19orf38 VPS33B-DT STARD10 KRT18P33 IFRD2 DDX3X PTGES3P2 SNORD3J XKR9 RNA5SP89 RNA5SP60 RN7SKP235 RN7SKP91 RN7SKP192 TH2LCRR SMPD4P1 LINC00620 SMIM13 CADM3-AS1 C3orf86 CHCHD2P1 WDR46 RABGAP1L-DT SNAP25-AS1 THRB-AS1 CRPPA-AS1 XIST PPP5D1 LINC01756 ZNF341-AS1 LINC01353 MYO3B-AS1 HS1BP3-IT1 ZBED9 MCTS1 ARL5AP5 LINC02777 LINC02543 UBE2E2-AS1 LINC01719 STXBP5-AS1 UBE2V1P4 MAPKAPK5-AS1 LINC01287 FAM170B-AS1 SNHG20 ANKRD65 ZSCAN31 PPP1R3E LINC02578 AC087294.1 LINC00607 RPL19P16 LINC01732 CAMTA1-DT AL391832.2 ABCA17P LINC00426 LINC02863 WBP1 PEDS1 MUC20-OT1 CCDC137P B3GAT3P1 RAB30-DT AC096746.1 LINC02288 CSTF3-DT AC011346.1 OIP5-AS1 CPEB2-DT MEF2C-AS1 LINC02122 MTND6P4 LINC01258 SRD5A3-AS1 PVT1 AC034199.1 LINC00958 NIFKP7 RNU6-377P RNU6ATAC32P RNA5SP96 RNU6-307P RN7SKP116 RNU6-218P AC015468.1 AC083973.1 ALG1L13P LINC02842 LINC02695 AL157756.1 MPV17L2 HTD2 OR8Q1P BRWD1-AS2 SNHG1 ZNF225 YWHABP2 AC156455.1 ZNF350 PSMA3-AS1 MAP1LC3B2 LINC01629 LINC01397 LINC02345 AC104590.1 PCSK6-AS1 KDM7A-DT C16orf95 SLC7A5P1 LINC01898 LINC02252 SCRT1 GDF2 AC025682.1 MIR4729 AC138207.2 MAGOH2P RNU4ATAC AP005329.1 MIR4736 MIR3124 LINC00668 MIR3649 MIR4766 MIR4645 AC005264.1 ZNF224 CARD8-AS1 ARL14EPL CALR3 SIGLEC27P RPARP-AS1 QTRT1P1 AC009549.1 MILR1 CD24 SAP30-DT NPEPPSP1 MIR223HG SNORD25 SYNRG RNU12 SNORD26 LINC00235 SCARNA2 AL354696.2 BANCR ADORA3 MGC4859 MIR6841 NFE2L3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NFE2L3_TARGET_GENES TRPC7 PRKAR1A EEF1AKMT3 TEP1 SPSB1 CA5BP1 CHL1-AS1 MDFI HNF1A MARVELD3 COL6A2 TIGD6 CDCA4 MTCYBP35 HOXA-AS3 MIR4514 NEUROG3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NEUROG3_TARGET_GENES MAST4 DUSP12 DELE1 RAB5IF POLK SUMF2 RPL36 KATNBL1 TMX1 CENPU IRF2BP2 SNAPC5 PTPN2 RBM33 PURA HEXIM1 RNVU1-22 DHRS4-AS1 AC009403.1 NOL7 MALINC1 HOXA-AS3 MIR4512 RNVU1-19 HES2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/HES2_TARGET_GENES GCLC ZNF263 AGK ALDH3B1 CDKL3 E2F2 RHOBTB2 SEC62 NISCH ZNF200 SCMH1 HIVEP2 NME1-NME2 SYT7 WIZ GPRC5A MDH1 WWTR1 CYP24A1 FHL1 SLC45A4 PHF20 NR1H3 VIM PRKCH IFNGR1 TBPL1 ABCF2 MAP2K3 CUL3 BOD1L1 ADAM28 CP ROS1 LTBP1 NEDD4L MCF2L2 TRAPPC3 F7 MRPS35 CS VMP1 CHI3L2 SBNO2 FAM107B MSANTD3 SP100 TNFRSF1A PLEKHH3 TFE3 RASGRP2 NEDD4 SLC44A1 TMEM260 MNT TCF3 CPSF1 RDH11 ACTN1 TFRC P4HA2 ALPK1 CLCN4 FERMT2 DHRS9 PTGS2 CLASP1 NTN4 ENO1 SRI CELSR1 VPS9D1 FOSL2 PLD1 EXOSC7 RARB UBE2A XRCC5 SMARCA2 CXCL2 ITGB5 RNF13 KAT6A TNPO1 HAL CD59 SEH1L ORC1 NFX1 TMED2 FTL GMCL1 AURKA RFX2 DNMT3B NSFL1C ANAPC5 IRAK3 PLEKHG2 WDR7 MAP3K20 TRPM7 EZR VNN3 LRRFIP2 HOOK2 PGC ACOT7 CDC7 ABLIM1 TIMM13 MKNK2 CRKL CECR2 HMOX1 ASCC2 MYH9 TRMU PMM1 ABHD4 PRMT5 BDKRB1 NFKBIA PNN ABHD12 UQCC1 CSTF1 TPD52L2 TRIB3 PIGU SMAD7 MIB1 RIOK3 TBL1X ALG13 ATP11C ASB9 GABRE SRPX2 FNDC3A KLF5 MRPS31 DHRS12 SLC7A6 COTL1 ATP8B4 DTWD1 BMF BRF2 NIPAL2 NDRG1 SNX16 ERI1 MTMR9 FGL1 OAZ1 SLC1A5 DENND3 RAB3D TMEM205 CAPS ZNF14 AVL9 DNAH11 ADAP1 CAV1 HOXA5 CHN2 ABHD11 GARS1 PDAP1 BUD31 SNX8 WASL AGFG2 SERPINE1 MEST RHEB SPIN1 AKNA PDLIM1 ARHGAP21 MAP3K8 CUL2 ZMIZ1 RPS6KB1 ENO3 ALDH3A1 SMARCD2 DLX4 HDAC5 ABCC3 TMEM33 UGT2B10 DCUN1D4 RPL34 EHD1 NRXN2 HIPK3 AMBRA1 COQ5 SCNN1A LTBR SLC38A1 RERGL COL12A1 TDP2 TMEM14C CEP85L ADTRP FAM184A NCOA7 ULBP1 PTP4A1 MED23 WASF1 CRYBG1 HBS1L CCND3 MRPS30 HSPA9 CLK4 SUB1 PDE4D NR3C1 ERGIC1 BCL6 HGD CEP70 KAT2B COL7A1 RPL24 GBE1 MRPL3 KLHL24 STAT1 PECR HSPE1 KDM3A IL1R1 MLPH HDLBP NFE2L2 S100PBP GON4L C1orf21 PRG4 SLC35D1 TMEM9 ADPRS MRPS15 RBBP5 KIF17 HMGCL HSD11B1 RCOR3 CTSD COLEC11 KMT2A KLF7 SGK1 CCN2 FBXL5 MED28 GTF3C3 UBE2B KDSR SLC17A5 DENND10 DUSP1 RCL1 MTHFD1L ARAP3 ETF1 TGFBI SORBS3 ZNF706 CSTA PTGFR CCDC18 HERPUD2 FKBP9 CALD1 SRGN CISD1 TSFM MMP19 NR4A1 NMI TNFAIP6 BAZ2B COQ8B C4BPA DAW1 PI3 SLPI EDN3 PPP4R1L PMEPA1 DDX27 SLC17A1 ZNF391 MED20 MT2A SLC2A4RG CHCHD5 GRIA3 C3 GZF1 PSMF1 RRBP1 PCID2 IGFLR1 THRA SGPP1 UBR4 POR HOXD11 CHAC1 CLN6 MBD4 PSMA1 SUMF2 AJUBA TTI2 LBP GNL3L SH3BP4 AFDN GDF15 ADRM1 EIF2S3 SESN2 CLIP1 NOL11 RBM39 ACSS2 GFPT2 ACAP3 PPARG PER2 DDC UTP3 ANKEF1 ALOX5AP TPT1 EPHB2 ZNF414 C1QTNF6 SFTPD NUMB MRO BHLHE40 EDEM1 DPH6 KATNBL1 VAV3 ECHDC3 SPX DDB2 YARS1 BTF3L4 PRPF38A DTNA ANXA1 PSAT1 UGT2A3 UGT2B28 MTO1 SYNCRIP EHF ATP5MC2 KRT7 KCNK1 TMBIM1 DRAM1 FLNB LMO7 BZW2 CALCOCO2 TEX2 SKIL TOR1A CDK5RAP2 FPGS RABEPK ANP32B BPHL FLOT1 PRCP YAP1 TRIM29 RDX SQOR SLTM KNL1 RMDN3 SMAD6 STRA6 PLCE1 RBP4 AOX1 STAT4 ASNSD1 IDH1 ARHGAP24 FAM13A GPAT3 BMPR1B CCNG2 FGD4 ALG10 C1RL INHBE DUSP6 JDP2 HMG20A IGF1R USP3 RHCG POLG KIFC3 RHOT2 GNAL ESCO1 CBX4 MISP3 BRD4 NFIC PRDM15 SH3GL1 TMEM91 IFNAR1 ARHGEF19 KIAA0319L CYP4B1 LMO4 MTF2 NUF2 RGS5 MCL1 ARNT EIF2D S100A8 CNIH3 ETNK2 CALM2 WDPCP MEIS1 MRPS5 HSPD1 TRPM8 NFKBIZ PHLDB2 ECE2 PDGFC OSMR SHISAL2B SSBP2 IQGAP2 BDP1 ARHGAP26 RNF145 TNIP1 DCDC2 ABT1 PNRC1 AIG1 MDH2 ATXN7L1 CASK NDUFB11 OGT SNX12 CSGALNACT1 RGS20 SYBU FAM83A GSDMC NFIB AOPEP GSN LCN2 RSU1 LRMDA CAMK2G ANKRD1 TCF7L2 ITPRIP TUT1 TNKS1BP1 ZC3H12C FADS1 JPH2 ITGB1 EEF1AKMT1 HNMT CCDC83 MTMR12 DIXDC1 UBC SLC7A11 ENKUR NGLY1 ANK3 AKAP6 SCLT1 C4orf33 EPS8 AKR1C2 MFSD6 PARP8 PDK1 ATG10 ZNF547 OLAH ZFP36L2 MBNL1 GPD1L UTRN PLOD2 CLGN HNRNPU ADGRF4 CFDP1 GDPD1 CEP112 ABCA10 ABCA5 ENPP3 FAM167A ENAH USP43 ANKRD40 FBXL18 MMS19 DBI SLC16A1 SLC7A7 RBM45 HK1 CD109 NECAP2 PSMG3 PAFAH2 DZIP1L PPP1R15B TAGLN2 OR10J6P NBL1 EPB41 PAXBP1 STC1 RCAN1 ISL2 ZNF221 CCDC58 ABCG1 PDXK ADAR IL6R FGFR4 CYGB TMEM143 MPP3 EIF4A1 RPL26 SSTR5 SYNC NFIA ATF3 ZSWIM2 PDLIM5 VPS72 RNF149 LCE3D S100A9 S100A12 TGFBR2 HDAC11 SMIM14 DNASE1L3 MTHFD2L ZDHHC3 LZTFL1 ZC3H12A IFT122 UBXN7 S100P ABLIM2 METAP1 SLC9B1 INTU POC1A ARFIP1 NDUFS4 DCBLD1 FAM183BP GALNT10 CTSB DLC1 TMC1 MID1IP1 AQP3 PIGO CLDN2 TTC7B TAF1D DEPDC4 GABRB3 FAM227B CYB5A USP54 ATP9B SERPINB8 ZMAT1 DENND2B NNMT AP1G1 NAB2 SCG5 MBD6 CDK12 TBC1D16 SMG8 TPM4 MIDN ANKRD11 ZNF641 CHAF1A NXN E4F1 BEST1 SLC3A2 CCDC88B SETD5 ACOX2 IRF2 SEPTIN2 CDC40 STAT3 ADAM9 LDLRAD4 AHCYL1 SEMA4C TET2 MECP2 DHRSX EFNA1 SLC33A1 CXCL8 TM2D2 METTL15 ZNF280A HNRNPF TM4SF4 TM4SF1 KLF13 PUSL1 UBB FOS TMED10 SMAD1 SLC23A1 ELOVL6 IRF2BP1 FOXN2 KIAA0232 PLAC1 UGT2B7 ZNF581 ETFDH RXFP1 FGA RPS7 ZNF217 SYNPO SLFN12 ISG20 RAB37 ANKRD13D GXYLT2 BNC2 MFSD4B C11orf86 SLC2A14 TRIB1 SAA1 DPY19L1 MARCHF3 ZBTB4 VWC2L MSL2 CADM2 DDIT3 PHYHD1 SCUBE2 RFESD MCTP1 CLCF1 ALG10B DRAP1 LONRF3 C11orf68 B3GNTL1 AURKAIP1 TOMM5 ZBTB44-DT RUVBL1 CCDC57 WSB2 TCEANC FAM9B CLVS1 ZBTB38 DLGAP1-AS1 TGIF1 RABEP2 PNPLA2 SRRM3 ANXA2R DMAP1 CALHM5 BOLA1 DDX10 ZNF354B FAM219B ZBTB7A SNX18 PER1 SAMD4B PCBP1-AS1 TIGD2 KCNE1 ZNF594 CAPS2 CUEDC1 TRAPPC5 RPH3AL EHMT1 POLR2A MRPS23 ZBTB20 P2RY8 C1S KIAA2012 CLEC4G SNORC CMC4 ANXA2 HCAR2 RBM10 PYCR1 DDX41 CCDC159 TDGF1P2 MRPL54 GUSBP1 UPP1 CHEK2 UTY EFNA5 SOCS3 SEPTIN9 CDCA2 UBOX5 RPL9P14 INTS5 MUC1 P4HB SHC4 BRWD1 EP400P1 LAMP1 IRS2 FAM186A ZNF529 C2orf76 SLC51B RXRA BCR TEAD1 CIDEC CHP1 TLR5 ZNF286A ISG15 SPRY4 EYS NCR3LG1 CCDC9B SUMO2 TBC1D28 SH2D5 IL1RAP AKR1C3 GREB1 ZNF766 GARS1-DT ZBTB44 EVL EPHB4 TPK1 TCF4 HRH1 PDLIM7 CASP4 ZNF420 H4C3 IGF2R PCBP2 SLC22A4 ELANE CDC42SE1 S100A10 CFD S100A6 MBP MARCHF5 HSD17B11 CSF2RA SPRED2 MT1F TXNRD1 MAFK LRBA CTR9 RASSF9 PNP FOXJ3 TSEN15 CIPC C1orf174 RNU4-1 RNVU1-6 RNA5SP334 RNU6-304P RNU6-117P EFCAB2 CAPN8 GDI1 LINC00963 PTPN20 PKP4-AS1 ABHD16A TRIM31 AL133464.1 AC007389.1 C12orf73 CDKL4 C4orf46 PRR13 TMSB4X ITPRIPL2 SLCO1B7 AC098591.2 C21orf62-AS1 RNU1-39P RNVU1-30 RNU6-1310P RNU6-1013P RNU6-800P MIR587 MIR545 DIO2 IGLV3-22 TRAV5 TRAV13-2 SNORD65C RNU6-466P ZNF580 RPL7AP4 UGT2B11 MDP1 LINC00887 LINC02026 ALG3 RPL39P5 AC090921.1 MTCP1 UGT2B25P AC141586.1 LINC00680 FASTKD5 LINC00598 H4C10P PAM16 SLC25A5P7 CD83P1 FADS3 BTBD19 RPSAP65 LINC01767 LINC02831 LINC00466 LINC00620 HSD52 RPS27AP6 LINC00240 PLEKHM1 JPX LINC00475 PAWRP1 AC002378.1 LINC00431 TSBP1-AS1 CFLAR-AS1 LINC02542 SSR1P2 TEX41 AL138826.1 LINC00511 SMIM2-AS1 TP73-AS3 HCG20 LINC01736 LINC02843 XPC-AS1 MIR4500HG HNF4A-AS1 HECW2-AS1 AJ009632.2 MYOSLID ITGB1-DT LINC01433 SERPINB9P1 CCDC192 HM13-AS1 LINC00160 SPRY4-AS1 MANCR LINC02015 DLEU2 TSPAN19 AC067945.2 LINC02518 LINC00112 DEPDC1P2 LINC01549 LINC01719 AC008163.1 NRAD1 LINC02599 TPRG1-AS1 LINC01914 RPL34-DT JRK HMGN1P18 LINC02532 LINC01366 LINC02331 LURAP1L-AS1 LINC02569 LINC00941 LINC02889 LINC02888 SCAT8 LINC00479 VLDLR-AS1 LINC01134 LINC01186 C4orf51 LINC01275 AL138828.1 NFIA-AS1 FLG-AS1 LINC00707 RNU7-195P AC008040.1 LINC01119 NME1 CDRT4 C1orf226 RN7SL346P RPL34P18 TM4SF1-AS1 AADACP1 LINC00886 RN7SL836P KLHL6-AS1 PRAF2 CFB PARAL1 UGT1A7 LRRC77P AOX3P HDAC11-AS1 N4BP2L2 ALKBH3-AS1 NEAT1 CEBPA SEPTIN7P14 LINC01513 LINC02288 LINC02275 LUCAT1 LINC02428 DYNLL1P6 LINC01093 OSMR-AS1 PVT1 PDCD6 UGT2B24P HOXC-AS2 RDH10-AS1 SMIM20 MGC32805 SLC2A9-AS1 ZFPM2-AS1 PRKG2-AS1 LINC02882 MRPS30-DT LINC02214 LINC01094 PITPNM2-AS1 MALAT1 UGT2B27P RNU4-71P RNA5SP282 RNU6-1220P STAU2-AS1 GASAL1 LINC01151 LINC00824 NAV2-AS3 COX6CP5 LINC02551 MIR100HG EID1 AP001107.9 TRAPPC2B LINC02454 LINC01619 AL132780.1 KRT7-AS LINC02410 LINC02320 LINC02289 LINC01146 AF111167.2 AC087473.1 MRPL46 SLC7A5P1 AC124068.2 AC073878.1 SSTR5-AS1 AC087500.1 DLGAP1-AS2 LINC02185 MIR193BHG MIR4799 MIR5696 MIR4276 MIR3649 MIR4435-2 MIR3611 MIR5091 MIR4273 MIR4530 MIR4757 AC061992.2 AC020911.2 CEBPA-DT AC005264.1 AL031666.2 ARL14EPL HSPE1-MOB4 RPSAP75 AC018647.2 IRF2-DT CASC15 IER3-AS1 MIOS-DT PACERR FADS2B RNVU1-27 RNU11 RNVU1-26 AL449403.2 LINC01730 AATF H4C4 SRCIN1 NKILA LINC01126 FLJ42393 LINC01127 LINC00706 FRG1CP GTF2IP12 MIR3926-2 AC005622.1 PDK4 ADIPOR2 GAS7 MRC2 APBA3 YAF2 ATP2C1 AGPS CYP3A43 ALAS1 OPN3 ZFR DCBLD2 PRDM6 LIMCH1 KDM4A TTC7A SRBD1 FGFR1 MCCC1 PIK3C3 TNS1 ME2 TMEM40 EBF4 RPL6 SLC9A1 SEL1L3 SLC7A8 RFFL HIVEP1 NRP1 PALMD DAAM1 MTHFD1 TRPC4AP RAB5IF CDK5RAP1 LPIN2 KLHL4 FGF14 VWA8 MAPK3 RPAP1 OIP5 SGK3 KLHDC4 BBC3 HBP1 RNF32 STX1A TGFBR1 SUSD1 ZFAND5 CPD CYTH1 AREG CRYAB CTSC GALNT18 ACOT13 TFEB HAVCR1 CCL20 THADA TXNDC12 ATF6 NRP2 SET DLST LGALSL ELF1 ADCY7 KIF18A ZC3H7A ANXA11 USP45 PIGT STAU1 USP9X SH3TC1 EML2 OMG TRAF2 MASP1 PTPN12 ALDH1A2 FUT5 ATXN10 SMPDL3B MPP1 MCCC2 PIK3C2B MYO18B SLC38A2 FST AGTPBP1 NIBAN1 GCC2 MARCHF7 NIBAN2 LMX1B ATAD1 SPPL2A ETV6 LRIG3 CSAD RDH12 OSBPL1A CSNK1D FBN3 FHAD1 ITGB3BP BCL10 SNX27 PTPRG MYO10 FBXO38 MLIP ADHFE1 PLIN2 PARD3 ADD3 LRRC27 P4HA3 ARID5B FSIP1 TEX12 DLG5 EIF4E SH2D6 TXNDC11 CHD1 LONRF1 CXADR SLC25A28 RAB39B MIDEAS C8orf37 NRG1 XDH DNAH3 ZNF276 CIART SHKBP1 RACGAP1 SHANK2 CAPN2 INAVA EIF5A2 SNHG16 TPRA1 RHOBTB3 FOXQ1 DAGLB SPIDR CCDC171 DDIAS BMERB1 PLIN1 GLYATL1 GPR182 NEMP1 STAT6 TUBA1C AXL DDIT4 RAB31 BMP1 XPO6 PCBP1 KRT8 DLGAP1 TPT1-AS1 C8orf74 PGAM1 EIF2AK3 GTPBP2 PTPRM PEAK1 CHD2 B4GAT1 ERCC4 OR10AC1 IRAG1-AS1 DNAJC28 RNF212 APOLD1 HTR1D SYCN MROH1 PNPLA1 LINC02363 ST20 MAPK15 DDX60L CLDN7 GLTPD2 PLCXD1 GALNT9 ADGRG3 HMGN4 BCOR H2BC21 CLDN6 NDUFA12 KPNA7 PRAME PTCH1 MTARC1 CEACAM19 CYP4A11 MITF SHTN1 PRR13P5 EXD3 NHEJ1 HES4 GTF2F2 MYBPC1 SPATS2L STK40 SUPT5H CD55 SIAH1 SCN8A IFNL3 PIWIL2 BCO2 PDCD1LG2 AKR1C4 TEX45 RUSC2 RNU5A-1 RNU1-38P SNORD118 RNY3P12 RNU5E-6P PDCD4-AS1 PHACTR4 ZDHHC18 EXOC3L4 RNU6-411P SNORA48 RNU6-316P DDX47 KLRK1 ITGA1 MIR99AHG MIR548H3 MIR548H2 RNA5SP44 RNA5SP146 RNU4-88P RN7SKP192 TANK-AS1 ZNF619P1 ZMIZ1-AS1 RPS18P1 RPL37AP1 RPL39P40 LINC00111 RPL7P30 NACA4P ARL5AP3 LINC02474 NECTIN4-AS1 FLJ31356 RPL4P6 HMGN1P33 LINC-PINT IDH1-AS1 OR7L1P LLPHP3 EZR-AS1 PUDPP1 BNC2-AS1 RBMS3-AS3 LINC02243 UST-AS2 AL033384.1 LINC01358 RPL35AP17 RN7SL570P CD200R1L-AS1 RN7SL299P RN7SL108P OSTCP1 H2AZ1-DT DRAIC AC022784.1 UGT2A3P7 FMN1 PSME2P3 LINC02198 LINC02742 LINC02615 RNA5SP441 LINC02209 ZNHIT1P1 RNU6-323P LINC01485 NPIPB8 CUX1 HMGA1P3 PRKXP1 LINC02352 LINC02130 LINC01960 SMIM36 RN7SL198P MIR5194 MIR5188 MIR4289 AC007431.2 MIR4440 LINC01909 LINC01910 AP002478.1 LINC01775 AL118506.1 PDHA1P1 UGT2A2 LINC02104 AL353135.1 LINC02098 CEBPB-AS1 PTENP1-AS ZSCAN21_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZSCAN21_TARGET_GENES KDM1A REX1BD ZNF263 AGK CDKL3 ADAM22 SPAG9 VTA1 RANBP9 APBA3 MBTPS2 EXTL3 COX15 WWTR1 IFNGR1 TBPL1 TDP1 CTNNA1 PREX2 NOP16 ATP2B4 TMEM161A SLC12A2 OAT KDM4A MSANTD3 TP53BP1 MAST4 LRP6 SLC44A1 SPEG MGLL SLC24A1 ANO8 WDR62 KLHL20 TRAF4 CBFA2T2 SESN1 RSBN1 MRPL22 KAT6A SMAP2 ZMPSTE24 C20orf194 LZTS3 FUS ZNF302 SLC9A1 PLEKHG2 SEMA6A MYL6 CLSPN NRP1 STX1B TOP3B MICALL1 RBFOX2 TNRC6B CDKL1 AHSA1 SRSF5 CCNB1IP1 RNF24 IDH3B CDK5RAP1 SMAD7 PSMD10 CDADC1 VWA8 NPRL3 MAZ DTWD1 EIF3J BRF2 MTMR9 ECH1 TRMT1 WDR83OS LMBR1 SSBP1 RBM28 GLI3 COA1 TMEM248 TBC1D13 EXOSC3 TRDMT1 TASOR2 CUL2 NUFIP2 CASC3 RNF43 INTS2 DRG2 RND2 INPP4B CLCN3 EHD1 PPFIBP1 SLC11A2 FAM184A MAPK14 SOD2 CCNC QKI PCDHB2 PPWD1 TXNDC15 ERGIC1 CPEB4 KPNA1 PFKFB4 USP4 BBX PIKFYVE NCL APC2 NDUFS7 DNAH6 PRKD3 SRSF7 THADA ASH1L SMG7 CD58 GPR89A PRDX1 DARS2 NSL1 ANKRD13C PHF3 CCNI DYNC2I2 ABCD4 C10orf88 HOXB3 NUP43 CENPL EPC1 ZFP30 ADRA1A PDS5A KIAA1191 ZC3H7A DDX54 WDR83 CENPK FAM199X COQ8B ZNFX1 PPP4R1L ZNF391 KLHDC3 MEA1 AHNAK LRRC29 TMEM255A DMAC2L EML2 NSRP1 NUP214 HP1BP3 CDC42EP1 CHN1 MYO5C ALDH1A2 AJUBA TTI2 GADD45G GTPBP3 RBM39 RFTN1 RPL27 USPL1 TMCC2 SLF1 KRBA1 VRTN COX16 ELP3 LAMTOR5 PLEKHA8P1 TIMM17A USP30 HRK RINT1 AKIRIN2 COQ10A DYSF MDM2 KCNK1 LAMC1 BIN1 KIF12 CMTR1 VARS2 SULF1 MAP2K5 NDUFAF1 RPLP1 TTLL7 ASCC1 IDH1 SHF INTS14 FRAS1 GSTCD INTS12 POC1B RITA1 SLC46A3 VPS33A EFCAB11 ETFA BBS4 GNAL CSNK1D DYM SOD1 TMEM50B CFAP74 NBPF3 MTF2 IGSF3 NUF2 RGS5 TOR1AIP1 TARS2 ANP32E ARNT TP53BP2 GALNT2 MAP3K21 CNIH3 PARP1 SUMF1 IL17RD RPL37 PIK3R1 RMND5B WTAP PURB TLK2 SLC25A37 GTF3C5 NTMT1 FRA10AC1 ADD3 DNAJB12 NCAM1 HIRIP3 ARID5B SRFBP1 FRMD4A ZNF827 GEMIN6 SUV39H2 PFKM CENPH CD8A CFDP1 CEBPG LGI4 CEP112 ENAH SORBS2 MRPL39 RHOC ZKSCAN2 KDM8 DEPTOR LSM11 TMBIM4 RWDD2B BACH1 PCDH1 BAG4 PRR14 AP3S2 TENT5B SPATA2 RCAN1 PKNOX1 PDXK CFAP410 FAM207A RALGDS ADAR THAP8 RAVER2 DNAJB4 ZNF326 KLHDC9 RBM15 WDR26 COQ8A TGFBR2 CLASP2 RANBP3L ARSK RHOBTB3 TIGD6 GPR85 SLU7 PTTG1 KIAA1958 FAAH2 CPSF2 FAM227B HDGFL3 CFAP52 HTR3A STAT6 TSC22D4 MAP1A SGSM1 SPINT2 KRT80 FNTA ZNF30 TMEM208 AHCYL1 TPTE2P5 ZNF608 MRPL1 INO80E RNF150 PDCD6IP ELP5 STX8 KRT75 PDE7B GPHN ZNF540 JMJD1C TEFM SYNPO2 PHF8 RXFP4 SFT2D3 ANGEL2 SH3PXD2B ZNF408 LSM1 MCTP1 CTDNEP1 ACBD7 ANO6 ZFAS1 GBA IL17RA DNAJC28 DMAP1 ZNF114 PLEKHM3 EIF3J-DT CDC42EP4 PSTK TLCD5 CLN8 TSHZ2 ANXA2 CEP57L1 LINC01547 SF3A3 MRPL54 NDUFB1 NOG TOB2 ADAP2 C6orf58 KRBA2 UBOX5 PBX1 BRWD1 LAMP1 ZNF566 ZNF501 HEXIM1 RNF220 GPR89B COL4A5 SBK1 FAM111B ARID2 ZKSCAN3 HMGB1 SH2D5 SYCP2 KIAA0895L SIAH1 NCOR2 SULT1A1 NACA ZNF136 HLA-DQA1 S100A2 MAML3 H2BU1 SLC22A4 COL4A6 ZNF624 ZNF790 H2BC12 NCOA6 TTC37 CAPZA2 PRC1 RNU6-859P VTRNA1-3 TATDN3 H2BC18 ADD3-AS1 NFKBIL1 ADGRG1 SNORD12C C1orf220 ATP6V1G2 GTF2H4 KLRK1 CSNK1E SH3D21 FIS1 SOGA3 FASTKD5 AATBC TMEM167B NBPF1 H3C9P MIR1302-3 C6orf226 RNU2-17P EPB41L4A-AS1 LAMTOR5-AS1 LINC00240 PLEKHM1 JPX LINC00431 TMEM191A LBX1-AS1 LINC02832 GEMIN8P4 AL139011.1 WEE2-AS1 C9orf147 CCDC192 MAP4K3-DT DNAJB6P3 ZBED9 SMG7-AS1 HOXB-AS3 LIX1L-AS1 FAM133B CNN3-DT ELOA-AS1 NFIA-AS1 SNORA13 RNU7-27P SUGT1P3 PLCXD2 PISD ZNF585B LINC01184 AP000802.1 MCPH1-AS1 AC034243.1 ATP6V1G2-DDX39B BRWD1-AS2 DNAAF4 AC156455.1 AC068888.1 AL132780.2 POC1B-GALNT4 IRAIN AC106820.2 AL050341.2 ZNF865 LINC01003 AC073878.1 DNAAF4-CCPG1 IKBKE RBM8A MIR3143 ZNF850 PCAT19 AC020928.1 SNHG30 AC119396.1 RNVU1-31 ZNF30-AS1 NBPF19 NBPF25P CFAP206 DCP1A ZBTB8B TMEM167B-DT MIR7974 FRG1HP RNU1-6P SCARNA2 VWA8-AS1 TMEM191B LINC00921 SUPT16H_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SUPT16H_TARGET_GENES NFYA RBM5 HSPB6 PDK4 SLC25A13 CREBBP WDR54 KMT2E ITGA3 TMEM132A CX3CL1 ALDH3B1 PAF1 ELAC2 MYH13 SCN4A ST7L TEAD3 PSMB1 CDKL5 SPAG9 CRY1 ST3GAL1 MMP25 CSDE1 TRAF3IP3 ZNF207 IFFO1 GIPR IDS FYN MRC2 UTP18 ANLN MAP4K3 CD22 CLK1 CCDC88C DPEP1 ZNF582 PHLDB1 SNAI2 RUNX3 ERP44 GLRX2 AGPAT4 PRKCH GRN GAB2 DAPK2 ZZZ3 RPL26L1 MAT2B EDC4 TRIO CDH1 ZFYVE16 RIPOR1 PHF23 INPP4A RIPOR3 WDR37 HDAC9 NOP16 CC2D2A LMO3 CELF2 COL9A2 CLPTM1L NEDD4L NEXMIF JKAMP DKK3 HERPUD1 FOXN3 SYNE2 RELT USP36 ITIH4 DCBLD2 MSH4 GDI2 UNKL SNRNP40 NCKAP1 VMP1 RPL18 EPN1 GPC1 CASP8 INTS13 ABCA7 CHI3L2 NTHL1 IPO5 GLP2R MYLK FAM107B TBC1D1 CDK13 PDE4A CTNNA2 MPPED2 ZFAT IDI1 KLF6 METTL22 RHOA CBFB IFI35 FTSJ1 IP6K2 SIRT2 KCNAB2 DRD4 PTPN3 SMG6 EXOC5 NDST1 CNGB1 TESK2 NCK2 RPL31 RPS6KA2 ING3 EPN2 P4HA2 NFATC3 STK10 TMEM38A CYP2W1 FRY GLI2 CLASP1 EED DPP8 CELSR1 ZNF638 MARK3 FRYL ACTB ARHGAP15 EXOSC7 PTPN23 TRAF4 MAP2K7 RARB GTF3C1 FGFR1 NRDC CBFA2T2 MKNK1 TNS1 RAPGEF3 EPB41L2 KEAP1 SLC35C2 HSP90AA1 MEF2C UBA5 STK17B SMARCD3 BZW1 NFE2L1 GSK3B ITGB5 XPO1 RNF13 DOP1A RRAGB ZNF446 SMAP2 COL16A1 AGBL5 MAPRE3 CAD CD82 ATRX MECOM ABCB1 CTTN ATG16L1 USP40 RBM22 ACOX3 FTL SRRT OGFOD1 ADD1 NID2 SF3B2 PTPN4 EPB41L1 ANKRD10 TMEM40 KIF9 SMOX RPL6 KDM2B GCN1 SLC9A1 PAPOLA PCBP4 NDUFB2 ICAM1 STRN4 PABPC4 PDPR GLG1 FH ESR1 RGS17 PPP2R3C SEMA6A TRPM7 MYL6 MAP3K1 DHPS HOOK2 CRAT SEMA4G TLL2 IL11 MYO3A SRPK1 ACOT7 SCD TMED1 RAB18 NRP1 PALMD KCNK6 CIRBP TECR CEP170B ZDHHC8 MED15 LZTR1 SLC35E4 HIRA LGALS1 PATZ1 POLR2F TTC28 JOSD1 FBXO7 POLDIP3 PPP6R2 SUN2 RHBDD3 MCAT THOC5 PNPLA3 MYH9 SGSM3 TRMU BRD1 PSMC6 PIGH VTI1B PCNX1 ARHGAP5 CHD8 TM9SF1 RABGGTA PCIF1 UQCC1 BMP7 PSMA7 SLCO4A1 CDC25B MAP1LC3A ZNF516 MYL12A MID1 ALG13 MCF2 PLP2 PQBP1 USP11 HTATSF1 ZDHHC15 BEX4 NALCN INTS6 TRADD POLR2C HAS3 HCFC1R1 ZNF500 UBE2I CLUAP1 XYLT1 MAZ HERC1 AP3B2 RAB11A GABPB1 SGK3 PLAT SNX16 EEF1D INTS10 R3HCC1 MAP4K1 NFKBIB CLASRP DMPK PTOV1 TNNT1 MED26 ILVBL CCNP NUMBL SHD HNRNPUL1 BBC3 PLIN3 CYTH2 CARD8 PLA2G4C DBP FAM83E PIK3R2 CRTC1 UPK1A GRIK5 SIPA1L3 NAMPT HBP1 MPP6 CAV1 HSPB1 PDAP1 CLDN15 TMEM106B POLD2 TLE4 CREB3 EXOSC3 RASSF4 CDH23 ACTA2 TWNK FBXW4 ARHGAP21 STN1 SMC3 CCDC6 UBTF RAPGEFL1 CBX1 GALK1 HOXB6 ENO3 RNF167 C1QBP CCDC47 FTSJ3 DDX5 CYTH1 PSMD11 EZH1 COL1A1 VAT1 MPP2 SMURF2 SLC16A6 PRKAR1A VTN FOXN1 PHF12 UBE2D3 ELF2 SOD3 HGFAC UGDH CRYAB HSPA8 OSBP CCND1 PITPNM1 P3H3 CORO1C ASIC1 MVK RSRC2 TNS2 GPN3 GAPDH TPI1 ATN1 C12orf57 PRKAB1 HCFC2 FGFR1OP2 FAM184A HINT3 SASH1 KCTD20 SOD2 RBM24 GMNN FIG4 CUTA TBP CCN6 APBB3 SPARC POLR3G STC2 CPEB4 DBN1 AMOTL2 OGG1 GNAI2 TUSC2 RPL24 FRMD4B KLHL18 MRPL3 CISH MAPKAPK3 SSR3 CLCN2 LMAN2L SLC35F5 ACTR3 MPV17 NDUFS7 RTN4 FN1 EHBP1 KDM3A ABCB6 HDLBP DLX2 ORC4 RND3 NFE2L2 DNAJC16 DLGAP3 FBXO2 SWT1 GADD45A TMEM9 OSCP1 LGALS8 MTR KCNQ4 ACTL8 RBBP5 RSRP1 MTFR1L NEK2 ARID1A SLC5A9 CTSD TNNT2 CAMSAP2 KLF7 CFAP94 ATP10B SGK1 MED28 FOXO3 CASQ2 CCNI UBN1 GTF3C3 KLF9 ITGB1BP1 CPSF3 TRIM67 RAD23B SET PTPA HDHD3 INVS YLPM1 ESRRB MXI1 C10orf95 GRIA2 PLEKHG1 ACAT2 ELF1 TGFBI PAIP2 GLT8D2 MND1 ABCC11 ZCCHC17 FABP3 CCRL2 LIAS RPL21 MTIF3 XPNPEP2 PLG ZC3H7A KLHL7 CALD1 PLAU DDX39A PDE1B LRP1 KBTBD4 USP45 KCNJ2 C4BPA OBSL1 SLC12A4 SDC4 ATP5F1E NAGK USP9X F13A1 WRNIP1 RRP36 OARD1 ZNF391 MAD2L1BP KLHL31 SSR1 NRN1 RUNX2 WNT1 MT2A MIR9-1HG MBOAT7 RTN2 VASP PANK2 CEP250 THRA PRMT1 RRAS ZNF384 TIMM17B KTN1 DLGAP5 L3HYPDH EVI2A NXF5 EMC1 EMC6 AAMP PNKD GNAI1 CASD1 ATF4 APOL3 POT1 MKLN1 HAT1 HOXD11 MYO5C ARPP19 KCNC1 E2F8 DCTD CD68 ILF3 AJUBA EPB41L4A FGF13 MAU2 FAM155B THEM6 RPL36 KIF1A SSBP4 JUND HELZ2 PAK4 CHMP2A UBE2M TRIM28 ATG4D MAP3K10 SESN2 ZNF236 LRP3 UBA1 EPS8L1 RBM39 ARHGEF9 CAP1 PPT1 RFTN1 PSME3 ACAP3 KREMEN2 THOC6 TRAF7 NINJ1 DNAJB1 BRME1 CC2D1A DHX30 ENOSF1 LINC00470 TBC1D14 COQ3 ANKRD17 ITGB4 H3-3B FBXO44 TRPC4 PRAM1 CSNK1G2 WDR74 MORC2 BTG1 AMPD3 RRAS2 DUSP26 DPF2 LOXL2 ELP3 PSRC1 SLC38A2 KIDINS220 ANO3 RPS15A DDB2 MTNR1B PUM1 PHC2 FADS2 PDGFRA DZIP1 BIVM ERCC5 ETS1 BICDL1 NT5E NAT10 ATP5MC2 AVIL ITGA7 TESPA1 RDH5 COQ10A HNRNPA1 CCT7 DYSF LAMC1 USP37 ARMC9 ISCU SCYL2 SUCLA2 DDX56 NACAD NKX2-1 CIB2 VEZF1 DCAF7 SKIL IL36A BIN1 STAM CDK9 KLF4 CDK5RAP2 GARNL3 TSTD2 TLN1 DNAJB5 TJAP1 TUBB2B FLOT1 IER3 MDC1 CPEB2 LRRC32 SORL1 THBS1 UACA SPTBN5 GIPC2 PREPL MSTN PPIG ITPRID2 SHF HERC3 FGF5 PDE5A SEPTIN11 USO1 LEF1 MAPK8IP3 RGS3 FGD4 SINHCAF PRICKLE1 PEX5 PIANP PPFIA2 LRIG3 INHBE PHLDA1 TMEM19 ACVRL1 NABP2 N4BP2L1 TMBIM6 ANKRD52 VPS37B FRMD6 UBE2Q2 SCAPER TPM1 USP3 NTRK3 IQGAP1 GLYR1 NOL3 MBTPS1 GALNS CLTC SS18 PRELID3A RMC1 WRAP53 MINK1 ASGR1 TP53 CSNK1D TBCD FOXK2 NFIC CCDC97 TMEM91 TMEM50B URB1 AKT1 SAE1 CBLC MYO1F EVI5L RPL13A RERE MYOM3 GPN2 CELA3A CCN1 TINAGL1 RPS8 STRIP1 MPC2 DCAF6 TMCO1 PFDN2 RRNAD1 CASQ1 ISG20L2 HDGF TUFT1 SETDB1 ANXA9 C1orf56 TPM3 UBAP2L CREB3L4 CEP170 PARP1 REN ANKRD53 ZC3H8 GPR17 ZNF385B DIS3L2 VGLL4 CNOT9 MARCHF4 DYNC1LI1 COL8A1 TMEM108 OSBPL11 TCTA CAMK2D SPATA5 SETD7 PDGFC ROPN1L MARCHF6 MYO10 LHFPL2 BHMT PAM SPINK7 G3BP1 TRIM41 FAM193B MMS22L TRIM4 NDUFB11 OGT RPL10 ERLIN2 PLPP5 PSKH2 ATP6V0D2 SYBU NDUFB9 TATDN1 FAM135B CDKN2B UGCG MED22 RPL7A CIZ1 LRSAM1 HMCN2 COMMD3 ZEB1 FAM13C ADD3 TCF7L2 RGS10 DGKZ PTPRJ ARFGAP2 SERPINH1 ATM KAT14 FADS1 TMC2 CHEK1 TAGLN KIAA1755 CNBD2 LTO1 TM7SF2 ALDOA TLCD3B HMGA2 CNKSR2 PDCD4 DLG2 MTMR12 DOCK1 UBC ITPR1 PRSS53 ENKUR TMEM86A UBE3B MAGI1 ME3 NUBPL FRMD4A EPS8 NR3C2 WWC2 CENPU CCL28 DST ATP5F1A DCLRE1C NMT2 TMEM123 SPEF2 DDX4 RASGRP3 HNRNPDL PTPRK PLOD2 ZIC1 CWC27 CLGN BMP6 NR4A2 FBXL2 UBP1 CIBAR2 KCNJ16 TRIP12 MSI2 ABCA5 PGM5 TRIM11 ELOC ADAMTS1 SLFN13 FLCN PPP4R1 ANKRD40 VOPP1 MARVELD1 RHOC RBM45 SPAG17 CARNMT1 C8orf37 EEF1A1 HK1 TYSND1 PHKG2 BUB1B EIF4A2 VPS26C C2CD2 PRXL2B PANK4 LDLRAP1 AGAP1 EXTL1 GALNT14 ESYT3 AUTS2 H2BC5 KCNB1 DYNC1I1 SLAMF8 CCAR2 PAXBP1 LAD1 TNNI1 SNF8 ACTC1 SIM2 ADIPOR1 STARD9 GPBP1L1 TMEM69 ZYX CCDC107 ZNF362 NR2F6 ITGB2 MCM3AP TOR2A ZDHHC12 BRSK1 SIK3 PCSK7 CHTOP UBE2Q1 FDPS LMNA CYP3A7 VPS28 PWWP3A RPL8 CYGB ZNF577 TAMALIN LEMD2 ZNF653 EIF4A1 JMJD8 LRP5 FAM151A MXRA8 FAAP20 DNAJB4 TYW3 FAM102B HENMT1 CAPN2 BNIPL BOLA3 C1orf189 ABRAXAS1 PBXIP1 COL6A3 ADORA1 NEK10 CLASP2 IFI16 CCNL1 RPL9 ABHD6 ZNF148 DNAJB14 BDH2 PGRMC2 ATRIP SPRY1 APEH RNF123 WDR82 ARFIP1 ABCE1 MOCS2 EDIL3 PGGT1B CAGE1 ERAP1 ERAP2 GFM2 TLX3 DCBLD1 RP9 COL1A2 PGAM2 FASTK CTHRC1 HDX NOL6 INPPL1 DEPP1 ZNF22-AS1 KLHDC2 ZNF219 TTC7B CMTM5 GPT2 FBN1 DEPDC4 STXBP4 C2 TAF10 NETO1 PPFIBP2 RPL27A DENND2B BEAN1 BLCAP MMP10 COG1 NNMT BMERB1 YPEL4 NEMP1 NAB2 STAT6 SMAD3 MARS1 MBD6 PHB ACSF2 DOLPP1 DUS2 STIM1 ZNF226 PPP2R3B ZNF668 TRAPPC2L RPL13 SERTAD3 PROSER3 LENG8 ZNF146 DAPK3 EEF2 UBXN6 ZNF444 GPT SRP68 FAM234A RAB26 VWCE POLR2G SLC3A2 TTC21A BATF2 ANKS3 SETD5 MMADHC ACOX2 SEPTIN2 HR ATXN2L SLC20A2 STAT3 NPNT IL12A STX18 PXDC1 CHST14 ZBTB43 PCSK9 MN1 RGS14 RAB24 PRELID1 EFNA1 IL1RAPL1 UMOD CXCL8 ZEB2 ANTXR1 FASN UGP2 TAS2R1 AVEN BRD3 ZNF768 CNTROB TRAPPC1 RNF150 CHRNB1 HSPB2 CNGB3 KRT78 MZB1 DLGAP1 IRF2BP1 FSHR KBTBD2 MTSS1 TSEN34 GSTA4 NUDT6 JUNB ESCO2 ZNF581 NAT1 ASXL1 SPACA5 ZNF584 DNAI2 BPTF PLEKHG5 TCEA2 CAMTA1 CTPS1 TRAPPC12 AQP4 THOP1 REG1B LAMB2 HINFP CLEC12A SUCLG2 C2CD2L CLP1 GTPBP2 FGGY ZNF24 MAB21L4 FIBP FNDC9 PDE3A EFEMP2 RARG SSH3 SP3 LVRN FRG2C ARPP21 PTPRM CCDC106 NUDT4 HEG1 TOMM20 C1orf100 EIF1 RNF213 PHC3 GOLIM4 RBM4B C1QTNF1 SWSAP1 C9orf131 RGMB CTU2 ZNHIT2 ZBTB4 GLIS1 CNTNAP2 IGDCC3 RIN1 KCTD13 DHX36 ZIC4 MRPS22 PACS1 PSMD2 PARL DCTN2 ZNF408 PHYKPL NRIP3 PPP2R2D POLD4 LIPT2 PAAF1 SUGCT CCDC85B TMEM70 TOM1L2 AURKAIP1 TOMM5 ZNF169 DOK7 TCP11L1 GPX2 BNIP3 SMIM19 SLC35G1 LPCAT4 RMDN1 MYO1D SCAND2P IRX5 WSB2 OR51T1 SIX5 ZFAS1 TGIF1 CRACR2B CD151 NECTIN3 HNRNPA0 MAMDC4 RIC8A ASB8 C2orf73 IMPDH2 DALRD3 LCORL PLEC KCNG2 MAF GTPBP6 CD300LB SELENOW SNX18 PER1 ALOXE3 MAGED1 WSCD1 GATA2 PACS2 SHARPIN DNHD1 MAF1 PIPOX PCBP1-AS1 NRXN1 SSC5D EXOC3 RCC1 MYLPF OAZ2 H2AC6 SLC47A2 MAP3K15 ST20 EHMT1 PENK POLR2A TMEM132E NME9 ATG9B ZNF329 TMEM259 SPACA6 OR5P3 YBEY KPNA2 LHFPL1 MXRA7 SPNS3 LINC00334 NTM TSKU ANXA2 RPS17 CRIP2 RBM10 EWSR1 MTA1 PYCR1 SPNS2 WBP2NL GAS6 CEP57L1 WT1-AS DAZAP2 OVCH2 PMCH EP400 SERHL2 PCBP3 FAM167B EFHC2 ACTG1 DIABLO CNTN2 C1QTNF12 CMSS1 H2AC20 TM2D3 PKP3 PLA2G6 KNTC1 WDR27 SNN SEPTIN9 OSBP2 FMNL1 ZFP90 TMEM106A SIVA1 DGAT1 RFX6 UBOX5 HSF1 MIXL1 TNFAIP2 ZBTB37 HGS FAM174B TLCD2 LSAMP MRPL40 INKA1 UBE2L3 BRWD1 PIGP THNSL1 LAMP1 LCE3A ZNF566 ZNF529 MATN1-AS1 BCL9L THBS2 FCAR KPNA4 RPS23 PCLO MIR22HG VSIG10L ZSCAN30 TRABD2A PNLIPRP1 BAGE2 MAGI2 PTMA ISG15 C2orf88 NHEJ1 C9orf153 PLSCR3 LRRC74B ZCCHC13 ANKRD19P TMEM221 WNT7B ZC3H6 LAMTOR4 TUBB4B COMMD6 HES4 GTF2F2 SRSF10 CCDC9B NBR1 NANOS1 S100A16 H1-9P TMEM120B FSIP2 SPRED3 MTF1 GLRA4 ZNF563 RNFT1 CRYM-AS1 JPT1 C15orf61 RASSF10 SEMA4A TUBB SUPT5H SFTA2 LINC00523 ATP2A1 ZKSCAN7 NOXO1 PRTN3 CRYBA4 PIK3R4 SIAH1 NCOR2 PRPF40A ANAPC7 AFAP1 DAPK1 PDLIM7 FLNA ZSCAN26 ARRDC1 C17orf102 COL13A1 IRF1-AS1 ATP11AUN SPTAN1 INKA2 GPAA1 ADAMTSL2 MDS2 DLGAP2 DSCR8 ZNF649 MB DDX42 MYL4 UVRAG TPM2 MMP17 MTCO3P12 EGFL6 PNP ZNF358 OPA1 DENND4B GRK5 SPOUT1 MIR210 MIRLET7I RNA5SP258 SNORD33 RNU6-495P RNU4-73P RNA5SP326 SNORD68 SNORA73B SNORD35A SNORA63 SNORA63B SNORA33 RNY4P6 SNORD116-10 SNORD36B SNORD14E SNORD46 SNORD32A RNA5SP279 SNORD34 RNU4-2 INF2 OR10T1P ADAMTSL4-AS1 RBM20 SNHG5 ADD3-AS1 LINC00963 FOXO6 LRRC37A5P GPRIN2 TXNDC8 RXRB BRD2 HLA-DMA EHMT2 HSPA1A HSPA1L PRRC2A PRR3 GNL1 RACK1 LINC02210 AC008429.1 MROH6 DCTN1 FAM216A C12orf73 MUC12 ADGRG1 ATP6AP1L MAPRE3-AS1 TMSB4X TECRL DEFB135 SRRM2-AS1 CEMP1 P2RX6P ANKRD28 THUMPD3-AS1 SNORD58A SNORD24 SNORD60 RNU6-26P SNORA10 RNU5A-6P RNU6-301P SNORA27 SNORA70 SNORD116-15 RNU6-658P RNU6-1072P SNORA80E SNORD102 MIR25 MIR604 MIR558 MIR141 MIR623 MIR222 MIR93 MIR221 MIR196A2 MIR579 MIR125B1 MT-TF MT-TP MT-RNR1 IGLV3-21 IGHV5-51 RNU6-239P ZNF580 DENND1B TRIM59 COG8 KRTAP2-4 RPL32P22 HNRNPA1P64 NDUFS3 LAT ZNF337-AS1 KCTD11 LINC01521 PPM1N CEACAM16 SLC23A3 MDP1 RBM39P1 ARPC3P5 SMIM7 EEF1A1P12 C19orf38 ANG COLCA2 PPME1 LRRC37A11P ZNF971P TUBA5P EVPLL ARHGEF28 FASTKD5 DHRS4-AS1 HOMEZ TMED11P ZNF407 RPL17-C18orf32 C1orf167 ZNF603P ADAMTS7P4 AC110619.1 H2AC10P ARL4AP5 MIR1238 SNORA81 SNORD100 MIR1226 MIR1252 PLXNA4 ARIH2OS LINC01465 FADS3 PPT2 C10orf55 RNU2-3P RNU2-43P RNA5SP425 RNA5SP38 RN7SKP264 LINC02629 CCR5AS EBLN1 LGALS8-AS1 SNHG14 MICOS10P3 RPL39P14 TBC1D3P6 AL162586.1 TOMM22P5 MIR137HG LINC00331 BOLA3-AS1 RFPL1S PAWRP1 UBE2D3P2 PACRG-AS3 OR6V1 TRGVA BAZ2B CFLAR-AS1 CCDC12P1 UBE2V1P5 PLCG1-AS1 NXNP1 FDX1P2 MTCO1P44 RNF11P2 ARL5AP1 LINC01004 C2orf92 MIR34AHG PDCL2P1 PPIAP59 LINC02577 LIMS1-AS1 WEE2-AS1 AGKP2 KPNA2P2 ACTBP14 MT1P3 ACTG1P9 LINC02264 LINC01501 DPY19L4P1 CCNB1IP1P1 ATXN1-AS1 CT70 PPIAP39 AL669831.3 PRRT3-AS1 BZW1-AS1 DNM3OS KLHL7-DT MTND1P4 AC005532.1 FAM25E FGF12-AS1 DST-AS1 NMD3P2 AC007098.1 AGBL5-AS1 LINC-PINT DOC2GP SALL4P5 CLCN3P1 LEF1-AS1 TMEM253 NPLP1 C11orf98P1 PAICSP7 CYP1B1-AS1 VPS13A-AS1 SNHG7 CCDC144NL-AS1 HMGA1P8 AC016876.1 LINC00472 PPIAP32 ATP6V1G1P4 RPL17P11 LINC00430 LINC00513 AL161630.1 MTFR2P1 MYCNOS LINC01136 GTF2F2P2 UBE2SP1 EIF2AK3-DT ZNF879 RPSAP31 MAGI2-AS3 JRK GAS5 C11orf94 PPP1R3E LINC00894 LINC00607 LINC00837 CTBP2P1 LINC01920 LINC00437 POU5F1P5 INTS6-AS1 CBR3-AS1 LINC01774 ZEB1-AS1 RPS7P15 TTN-AS1 NRXN2-AS1 LINC02790 RGL2 LINC00649 CELF2-AS2 OOSP1P1 ZEB2-AS1 MKRN4P RNU7-140P RNU6-221P SNORD19B SNORD2 SNORA47 RNF103 RBM14 RPL37P2 PSMD6-AS2 CDRT15P5 GET4 LINC02004 RN7SL520P TRBV25OR9-2 KRTAP13-3 LINC00886 YAE1 RPL22P19 SUCLG2-AS1 PDXP CORT HMGN2P13 DNAJB8-AS1 RPL21P126 RN7SL862P RPS16P9 TRBV1 RPL12P7 RPL30P14 RN7SL101P CFB NME2 PPIEL TMEM199 RN7SL148P GATA2-AS1 ETV5 PRICKLE2-DT GABPB1-AS1 LINC02709 NEAT1 CRNDE SUPT4H1P2 LACTB2-AS1 LINC00968 RASSF8-AS1 SNHG10 MIR210HG HMGN1P12 LINC02283 LINC02355 LINC02434 LINC02056 LINC02432 MTCO2P32 ATP5MGL UGDH-AS1 SRD5A3-AS1 OSMR-AS1 LINC02112 VCAN-AS1 PDCD6 RCC2P8 RDH10-AS1 ROPN1L-AS1 KRT18P54 TRIM7-AS1 SLC25A30-AS1 LINC01256 CCNHP1 MTCO1P31 FOXD1 MALAT1 RN7SKP52 RNU6-65P RNU6-948P RNU4-18P RN7SKP116 RNA5SP392 RNU6-1258P RNU6-341P RNA5SP170 RNU6-1231P RN7SKP64 VN1R46P LNCOC1 IGLVI-38 RPL7P20 NACAP10 AC012349.1 MIR151A IGLVI-68 AC011379.2 HSPB2-C11orf52 PPIAP41 RASSF10-DT BORCS8 MTATP6P15 DPP3 LINC02739 ZFP91-CNTF MIR100HG PPP1R1AP1 MTCO2P15 AP002748.4 FDXACB1 SNHG1 ELOCP31 URB1-AS1 LINC00944 LINC02598 MEF2BNBP1 C11orf97 AC068888.1 LINC01475 G2E3-AS1 ADCY6-DT CUX1 PPT2-EGFL8 ARHGAP5-AS1 AL121603.2 RNASE4 CEP95 DUX4L18 ANKRD34C-AS1 ST20-MTHFS LINC02352 LINC02205 IQCH-AS1 LINC01220 LINC00677 AC090877.2 SLC22A31 AC072061.1 AC040169.1 MIR762HG AC099778.1 SCX LINC01584 STAM-AS1 SNAI3-AS1 AC113208.3 AC009962.1 AL163051.1 AC103706.1 BOP1 LINC01355 CYP4A27P MIR3973 NFE2L1-DT MIR3130-2 MIR4270 THY1-AS1 MIR4669 AC091138.1 MTND1P15 MIR4470 MIR4794 DNAJB6P8 SNORD95 MAPT-AS1 PPIAP54 ERVFRD-3 RN7SL45P RN7SL525P MIR133A1HG MIR5188 RPL17 AC018413.1 MIR4748 LINC02079 SNORA59B STRADA MIR3619 MIR3692 LINC01929 TCF4-AS1 TBX2-AS1 AC008752.2 DM1-AS ZNF582-AS1 ZNF571-AS1 AC008750.2 MIR3188 ZNF649-AS1 BNIP3P23 AC006262.1 IGFL2-AS1 AC004264.1 ZSCAN16-AS1 RAB11B-AS1 RPARP-AS1 EGLN2 SNHG8 COMMD3-BMI1 MIR222HG GAS5-AS1 BIVM-ERCC5 PRELID3BP8 MPHOSPH6P1 BBIP1P1 LINC02550 RN7SKP4 SNORD58B CASC15 RNU6-89P IER3-AS1 AC005162.2 MUSTN1 CDC37L1-DT RAB33B-AS1 AL139082.1 MIR6853 SNORA73A MIR1273H MIR6832 SNORD28 H2BC17 H2AC12 SNORA17A MLLT6 SNORD25 SNORD50B H3C11 LINC01730 LYZL6 ARHGAP23 PRSS2 MIR6807 SNORA24 SNORD27 SNORA17B MIR6090 RN7SL820P H2BC3 RN7SL322P MIR7111 SNORD26 GSTT4 MIR6131 MIR8063 SNORD49A RNA5SP531 SNORD65 MIR7845 SNORA50C MYO19 MIR6892 SNORD22 ACACA H4C1 CYCSP41 MAPT-IT1 SEPSECS-AS1 CYP3A7-CYP3A51P DUX4L35 MIR3120 MIR4434 MIR3130-1 DMRT1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DMRT1_TARGET_GENES VPS50 GTF2IRD1 MARK4 ZNF207 NCAPD2 BRCA1 AGPS AQR ZDHHC6 SNX1 BCLAF1 SOX30 C12orf4 NOP16 R3HDM1 PTCD2 FAM168A NOP58 MRPL43 PRDM1 SEC61A1 SFSWAP SPHK2 RPL18 TNPO3 ERBB3 TBC1D1 COASY POLR1A PPP2R5B NUCKS1 LRP6 ING3 FBXW11 SMARCE1 TSG101 SLC24A1 SRI SEMA3C SNRPA PPP2R5C HOXA9 XRCC5 MTIF2 NFX1 IPO11 HSD17B2 UIMC1 ESF1 SIRT4 FXYD3 MRPS33 ZC3HC1 SNAP23 SETD1A CIRBP TIMM13 RHBDD3 TXN2 ATP6V1D SRSF5 PYGB TPD52L2 NDUFAF5 TRIB3 IDH3B MYL12A TMEM87A ZNF106 GABPB1 SPAG1 SH2D4A ECH1 SARS2 PPP1R37 STX10 TBC1D17 FZR1 KXD1 AVL9 HBP1 BRAT1 EIF3B SNX8 LSM5 AGR2 ZFAND5 DNMBP TWNK TASOR2 KPNB1 C17orf75 PHF12 FNBP4 RAD51AP1 CDKN1B DDX55 CAND1 NUP107 MRPL51 VEGFA HARS2 APBB3 IK THBS4 ARRDC3 SUB1 PDE4D PRLR NUP155 PPWD1 SCAP FOXP1 DCAF17 COX7A2L PNO1 WDR77 ATP5PB TMEM9 RBBP5 IPO13 SYF2 TXNDC12 KPTN ATP10B NDUFB3 FAM53C EGR1 ARL1 LRIF1 ZRANB3 MTIF3 CNTFR EGR2 CENPK METTL8 B9D2 TNFSF9 RBCK1 MKKS EMG1 TSPAN8 AKAP9 PEX1 RBM48 CASD1 LSM8 NDUFA5 MRPS12 CHAC1 COPB1 SUMF2 TEP1 DOHH GDF15 ZNF557 TBC1D5 NDUFA2 PPP1R1B MCCC2 SNRPA1 PTCD3 KHDC4 WDR74 SPINK5 EIF2S1 ELP3 BTF3L4 PSAT1 GNS KCNK1 TSGA10 SRSF1 TFAP2A MDC1 C11orf1 CTDSPL2 SLTM TMEM62 GCHFR MYOF INTS14 CCNG2 MTTP ETFBKMT DUSP6 TARBP2 WDR89 WARS1 MAN2C1 USP3 MCTP2 SEC11A CLTC WRAP53 CCDC97 IFNAR1 KIF2C PRCC HDGF NFKBIZ TRMT10A USP53 GIN1 PPIP5K2 YIPF5 ZMAT2 HIGD2A LUC7L2 POLE3 SERPINH1 SLX4IP HNMT CCT5 ATPSCKMT PIH1D2 NKAPD1 SLC7A11 THRB VTI1A TMEM267 JMY SREK1IP1 CFDP1 GABPA OXA1L FAM126B MALSU1 FCSK C9orf43 TNFRSF14 DEDD RAPGEF6 LAD1 VPS28 RBBP4 TMCO4 S100A11 PMVK SUCLG1 PRKCI RPL22L1 SMIM12 ZMYM6 GRPEL2 ANKRA2 UBLCP1 UTP15 RPS14 COG5 CAMLG CHMP4C FMC1 GAPVD1 DDX21 PSMC3 PPFIBP2 ZSCAN21 MARF1 MARS1 UGT1A6 COQ7 GLOD4 BEST1 BSCL2 SLC3A2 DDIT4 ATXN2L ZNF608 CEP120 MRPL1 METTL15 APLF HARS1 HSPA4 TRMT61B ENC1 MRM3 MTBP MRPL13 CHD2 GPR160 RBM4 EXO1 MRPL11 VCPIP1 ATG13 PHYKPL PAAF1 MRPL48 ZNF169 SLC35A4 ZBTB8OS KCMF1 WDR25 PRR15 ACAD9 SH2B1 RNF186 EXD1 EDC3 PIPOX PCBP1-AS1 SEPHS2 HARBI1 C11orf71 SKIDA1 MRPS11 EWSR1 TRIM52 MACC1 KCTD16 VPS33B CMSS1 PLA2G6 PBX1 MST1P2 CHP1 C5orf52 PLA2G2A CENPP C19orf54 SMIM15 NDUFA4 CLDN4 PPIA NHLRC2 S100A10 NOL8 GRK6 ZNF770 CAPZA2 DCLRE1A RNU5B-1 SNORD35B ADAMTSL4-AS1 BRD2 BAG6 NFKBIL1 TRIM31 RACK1 AKT1S1 FBXO48 GAPDHP25 HEXA CLIC1 ATP6V1G2 GANC VPS33B-DT LINC01588 PHB2 CROCCP2 NBPF1 AC005076.1 TANK-AS1 CT62 LINC01132 RPL7L1P8 THRB-AS1 RPL41 TPI1P2 CCDC192 LINC-PINT CYP1B1-AS1 AC005083.1 CTC-338M12.4 LURAP1L-AS1 LINC02889 AC093627.4 HOXA11-AS SNHG3 WDR92 GABPB1-AS1 DRAIC AC090061.1 DPH6-DT TRIM52-AS1 LINC01411 SELENOP RPL32P3 HOXA-AS3 EEF1G ATP6V1G2-DDX39B POLR2M FDXACB1 CTSO LINC02441 FNBP1P1 LINC02320 MRPL46 AC051619.4 AC025043.1 HEXA-AS1 AC099518.4 SNORD95 MIR5687 NAPA-AS1 IMMP1LP1 TAF15 IER3-AS1 CWC25 H2BC8 MIR4727 SNORA73A H3C11 LINC01730 H2AC8 SNORD49A MIR6076 ARRDC3-AS1 NR2E3_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/NR2E3_TARGET_GENES STX7 APBB3 FAM20B EPS8 PPIB ADPGK-AS1 DNMT3A_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/DNMT3A_TARGET_GENES LASP1 CREBBP CDKL3 RPUSD1 TSR3 JARID2 CDK11A ELOVL5 NUB1 MDH1 MNAT1 RTF2 ZNF839 RABEP1 FAM13B ALG1 RNF19A MYOM2 NSUN2 SPDL1 PHKA2 POLR2B RRM2B ARID1B TRAPPC3 USP36 POLR3E CTDP1 DGAT2 CA11 CDON PDE4A HYAL2 GRIPAP1 IFT80 KCNAB2 ATP1B3 UFD1 PHRF1 TMEM260 RNF126 ING3 MBD3 MYO3B SLC6A15 STK10 EED SRI MAP2 GNB1 MLLT10 REXO1 RFX3 HSP90AA1 CDC14B FAT1 AGBL5 HADHA ATG16L1 GNAS ALG6 DDX18 FKBP1A MAPKAPK5 DZANK1 FUS GPATCH2L GNPTG PLEKHG2 RFFL CDC45 ACOT7 MYO9B SETD1A RNF215 CBY1 JOSD1 RHBDD3 PRMT5 VTI1B TM9SF1 PFDN4 SEC23B MROH8 NOP56 MAP1LC3A CEP76 RBBP8 EMD PGK1 CDK16 MGRN1 CMC2 NAGPA FBXO31 UBE2I CDIPT AAGAB IQCH RAB11A SNX16 EEF1D ASAH1 PPP1R13L DOT1L RNASEH2A CACTIN LSR GTPBP10 BRAT1 GARS1 PDAP1 BUD31 EIF3B SNX8 ANKMY2 TGFBR1 RAPGEF1 BCCIP SMC3 RPL19 GOSR2 EFTUD2 PHF12 CLCN3 UFSP2 MVK LTA4H MAGOHB GTF2H3 EIF2B1 ING4 SUDS3 C2CD5 HINT3 NCOA7 HECA CNOT6 CPEB4 BCL6 ATP6V1A STAM2 NDUFS7 LOXL3 DOK1 CCT4 HSPE1 COX7A2L PNO1 C2orf42 TIA1 MAP7D1 ADGRL2 IPO13 PIK3R3 NSUN4 ESYT2 POLR1G KMT2A KPTN MYL12B RPN2 ELL2 UBE2B TJP2 CD274 WBP4 KDM3B NFYB TARDBP SPOP LIAS RPL21 CBX3 DDX54 ATG101 VAPB ATP8A1 ZNF576 HROB OPA3 GPCPD1 CENPB STK35 PDCD2L KTN1 CHTF18 MPST TST KRT17 POT1 PSMG2 DOHH NDUFA10 ZSWIM6 METTL26 UBA1 PPIL4 HAUS8 ACTR10 POLR3F DAP3 CASP9 EPHB2 CSNK1G2 RRAS2 RBM17 CAPRIN1 TSPAN31 CD164 DYNC1LI2 STX6 BZW2 TTC5 MARCHF7 SMC2 MTCH1 C6orf52 KNL1 BCAR3 TTLL7 HADHB SHF CENPE RITA1 VPS37B DENR BCL2A1 IGF1R POLG MAP1LC3B TOB1 SS18 EIF4A3 WDR45B TXNL4A FEM1A SH3GL1 DPP9 FAM71E1 RRNAD1 ISG20L2 ABL2 ILF2 WDPCP RABL2A ZC3H8 HSPD1 COPS7B CYP4V2 SRD5A1 ZNF300 RMND5B FARS2 TRIM41 RNF44 TPBG RNF217 SNX12 PLPP5 NR6A1 PAK1 MIA2 CCDC83 UBC NOCT NEK7 UPF2 SAV1 HOMER1 XRCC4 ZNF547 ANKRD22 CETN3 HNRNPU RANBP2 FBXL2 ENAH C21orf91 FLCN NUP205 C8orf37 MAP3K7CL MTERF3 PTDSS1 SUPV3L1 BUB1B PDE6D BRPF1 PAXIP1 BRAF RAB28 ZC3H18 ZFAND2B RNF166 PAXBP1 ALDH4A1 CCDC107 CALM3 ATAD3B SSU72 PKNOX1 PWWP3A PLXDC1 LSM12 EMC10 JOSD2 RNASEK-C17orf49 PEF1 MT2P1 CFAP221 PDLIM5 INAVA YY1AP1 PRKCI PPM1L RPL9 ABHD6 SLBP ICE1 PRMT9 LINC01600 ADGRF2 OXR1 FMC1 PSIP1 FBXO33 VDAC2 COMTD1 ZNF219 FRAT1 CPSF2 TCP11L2 API5 ARIH1 ATP9B CENPN ATMIN NDST2 RIMKLB SEC11C BLCAP GOLM2 CATSPER2 GLYATL1 SLC27A4 CCDC103 COQ7 IRGQ DHRS13 PSCA C19orf48 MLST8 SRRM2 ATG16L2 ATXN2L HJV TMUB2 UBB FOS ATF7 RBMXL2 AKAP13 TRIAP1 GSTA4 TADA3 RBKS FAM98B GNB2 MCRIP2 OXSR1 COMMD1 ZBTB21 RNASE11 CHD2 CTU2 C12orf66 RALGAPA1 LIG4 AKIRIN1 B4GAT1 TMEM167A MED16 DRAP1 C11orf68 ANKLE2 TIMM22 PAWR GBA POLR2L AC068473.1 SELENOW ALOXE3 RAD23A TIGD5 R3HDM2 XIAPP3 FRAT2 ACBD4 IBA57 TMEM259 KBTBD3 EWSR1 AP2A2 NDUFB1 SLC35F3 BTBD9 SCFD2 PROS1 EIF4ENIF1 FAM227A RAB11B NOTUM SEPTIN7P13 FAM228A ISG15 CENPP UROS RPL14 SLC35E2B TDRD7 GARS1-DT CD55 TLE1 ILRUN EOLA2 LCE1C PCBP2 C1D RAD54B TRIM33 ADARB1 ZNF628 TAF13 H4-16 NOL8 KRTAP4-6 GET3 SMURF1 FOXJ3 INPP5F RNU5E-1 RNU5F-1 RNU5A-1 VTRNA1-1 RNU5D-1 SNORD118 RNU5A-8P RNVU1-6 VTRNA1-2 VTRNA1-3 RNU4-2 LINC02408 IBA57-DT CAPN8 FANK1 STK19 DXO VARS1 DISP3 LINC01556 DCTN1 C4orf47 CCDC85C SRRM2-AS1 C21orf62-AS1 THUMPD3-AS1 RNU6-9 STK38L SACM1L TSN TRAJ38 TRAJ7 RPL12P18 RPS29 ZNF891 TSPAN4 LYRM4 XPOTP1 ANG KANSL1-AS1 FAM187A CDIPTOSP LINC01347 ALOX12-AS1 MIR99AHG SLC35E2A AL583835.2 RNASEK RNU6ATAC PPP3R1 CCDC18-AS1 EPB41L4A-AS1 HCG14 POT1-AS1 LINC01623 LINC00431 AC099342.1 SRRM5 BX284668.2 TOB1-AS1 LIMD1-AS1 GTF2IRD1P1 WARS2-AS1 LINC01719 FANK1-AS1 LINC00513 H2BC15 AL591368.1 MAPKAPK5-AS1 JRK SSR4P1 LURAP1L-AS1 JARID2-AS1 LINC00894 PEF1-AS1 NEXN-AS1 EEF1E1P1 PRMT5-AS1 GS1-124K5.4 TMEM250 LINC00707 COX19 RPL23AP7 YAE1 RPL7P41 ARPC4 MICAL3 WDR92 LINC02453 BDNF-AS SEPTIN7P14 AC044802.1 AP001922.1 MCPH1-AS1 ARPC4-TTLL3 MALAT1 RN7SKP52 GASAL1 C8orf37-AS1 LINC02739 AP001107.9 POLR2M AC093510.1 VDAC2P2 TRAPPC2B ZNF10 GATC LINC01619 SCAT2 GIHCG LINC02410 RNASE4 AL132639.2 BUB1B-PAK6 TMC3-AS1 IQCH-AS1 CENPN-AS1 AC096734.2 AC069224.1 RARRES2P5 TMEM202-AS1 AC124068.2 AC099518.4 AC005670.1 AP005329.1 MIR3929 AC024267.4 MIR3649 MIR4757 ASB16-AS1 ATF7-NPFF NAPA-AS1 AC008735.3 VTRNA2-1 SLBP-DT HSPE1-MOB4 ILRUN-AS1 GTF2IP20 MIOS-DT PAXIP1-DT CWC25 RN7SL2 MIR4727 NUDT18 H2AC15 LINC02340 RN7SL1 RNVU1-28 GGNBP2 LINC00706 GTF2IP12 RN7SK ZFP37_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/ZFP37_TARGET_GENES SERP1 VDAC1 E2F3-IT1 LINC00431 TRBV7-4 SUMO2P16 SETBP1_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/SETBP1_TARGET_GENES RAD52 NDUFAB1 PAF1 MKS1 PPP5C BRCA1 TBC1D23 CLEC16A RIOK2 MPC1 EIF4B MED29 PKN2 ZC3H15 MYO9A EED ZZEF1 TUBE1 MEF2C CHERP TGDS CRLS1 USP48 PDPR WDR7 TXNL1 MZF1 PSMD8 EIF3D HM13 CEP192 MCTS2P TAZ NDFIP2 PHKB CIAO3 TTC23 MAP4K1 SARS2 RPS16 ZNF862 FKTN ZNF330 GGCX KIAA2013 ZNHIT6 DPH5 UTP25 CFAP94 VAMP8 FKBP15 CDKN2C NCOA5 C16orf70 PCNX4 DGCR6L MRPS12 MBD4 ITFG1 TTI2 NSUN5 LSM4 COX4I1 EMC8 DCAF8 CTNNBL1 CDK8 IPO8 LRRCC1 ELP3 CEPT1 ZC3H10 EPC2 EPRS1 SLC31A1 MRPL15 TMTC3 ESYT1 NAA30 LINS1 PSMB6 PIGK HAX1 TMEM177 ZMAT2 ABT1 GOLGA7 ZEB1 TAF5 CHEK1 DLAT CWF19L2 HS2ST1 TSEN2 CCDC174 DRAM2 SFR1 UTP14A AASDH RNF111 UBR1 CZIB KLHDC9 DPY30 C4orf36 IFT122 GNL3 PBRM1 PDSS2 NOL6 ARL5B BAG5 SENP8 LEO1 CYB5D2 E4F1 NDUFS5 NUDT9 RNF139 ETFDH AFF1 RALGAPA1 CNIH2 NAALADL2 CCDC184 BET1L EIF3K MRFAP1L1 MRFAP1 TRAPPC5 MRPS16 SELENOF ASB7 RBM33 FAF1 FAM174B FAAP100 TCEA1 FAM230G NBR1 SUPT5H ANAPC7 TOMM7 DDI2 TAF13 RPS6KL1 NBR2 MT-ND6 CEP290 MTCO3P12 KIFBP FAM229B TIMM23B TBC1D8 C4orf46 ETFRF1 KLRC2 DNAJC19 MT-TF MT-TE MT-TP MT-RNR1 CENPBD1P1 AC009053.1 NEURL4 AC009403.1 SUGT1P1 PARG DNAJC9-AS1 AL158070.1 MCTS1 ZEB1-AS1 SNORD13 PARGP1 NSUN6 SOX2-OT RNF139-AS1 LINC02482 EEF1G COA8 AL157911.1 AL606760.3 AL022069.1 TIMM23 AP002449.1 MCM8-AS1 MORC2_TARGET_GENES http://www.gsea-msigdb.org/gsea/msigdb/cards/MORC2_TARGET_GENES C1orf112 GCLC CYP51A1 RAD52 CD99 NDUFAB1 MCUB GCFC2 KMT2E ZFX TMEM132A ZNF263 GGCT DBF4 PAF1 CDKL3 MARK4 LUC7L DNAJC11 JARID2 CAMK1G NADK CYB561 RPS20 RANBP9 EEF1AKNMT NCAPD2 NME1-NME2 MKS1 RNF216 PPP5C BRCA1 MBTPS2 PSMC4 POLR3B ZC3H3 MATR3 NUDCD3 AGPS TTC27 ZFP64 SERPINB1 ERP44 DERA GCLM PHF20 NR1H3 TYMP B4GALT7 VRK2 BRD9 RABEP1 PEX3 NSMAF TBC1D23 ZZZ3 NSUN2 MRI1 EDC4 TRIO CLEC16A MED17 CUL7 PHKA2 ATP6V1H FAM214A GOPC RRM2B PER3 CLPTM1L LETMD1 BCAR1 SIKE1 FOXC1 RELT USP36 ZFR MSH4 GDI2 ZC3H11A RIOK2 FLYWCH1 MXD1 YBX3 WNK1 MPC1 DGAT2 EIF4B MED29 CCN5 TNPO3 HMG20B ZNF76 GNAI3 PKN2 TRAM2 ZC3H15 CDK13 KDM4A NFYC MYO9A TRAM1 PKM HDAC4 OTUD5 GRIPAP1 IP6K2 NUP133 ATP1B3 NEDD4 PIGB RAB27A LRP6 ELP1 SLC44A1 FSTL3 PTPN21 EIF2B3 RPL31 TRIP13 HLTF CPSF1 PDCD2 TRNT1 DERL2 NDE1 PDE8A NLE1 KDM5A IGF2BP2 CLASP1 MRPS34 EED NCBP3 ZZEF1 ENO1 TUBE1 NUP37 ZNF638 SLC25A40 RASAL2 VPS9D1 SLC25A3 FOSL2 ACTB MKRN2 REXO2 RBM7 MLH1 KLHL20 TOP2B TM9SF3 FAM76B ZCWPW1 SDF4 RAPGEF3 SENP1 CARMIL1 PGM1 DDX1 SRCAP CNOT4 RBL1 JMJD4 WDR70 C5orf22 NFE2L1 PALB2 LYRM2 ITGAE OXCT1 SLC27A5 ZNF446 STARD7 SLCO1A2 NKAIN1 AK6 SEH1L WDR47 RRN3 MTIF2 CHERP MTMR2 GNAO1 KLHL42 DNM1L ANKRD10 TGDS KIF9 CRLS1 NSFL1C DYNLL1 RPL6 MAPKAPK5 ERP29 FUS CDIP1 MLF2 DDX24 RCOR1 MRPS33 NDUFB2 NUDC TFAP4 SPG21 GOLGA3 USP48 PDPR DLD WDR7 TXNL1 IL5RA CDV3 SPAG7 TINF2 SNAP23 MFSD11 CBX5 DHPS CREM SIRT1 SYDE2 TMED1 MZF1 PSMD8 BCL7C CIRBP IZUMO4 MKNK2 LZTR1 YPEL1 SNRPD3 TOP3B HIRA XBP1 JOSD1 POLDIP3 HMGXB4 PDGFB FOXRED2 EIF3D TRMU KHNYN PPM1A SRP54 RABGGTA TRPC4AP ADNP SLCO4A1 DIDO1 HM13 SEC23B POFUT1 CDK5RAP1 AHCY DNTTIP1 CELF4 CEP192 POLA1 MCTS2P RBBP7 PQBP1 TAZ HTATSF1 RBM3 NDFIP2 FNDC3A ARHGEF7 MRPS31 VWA8 CLN5 PHKB NUTF2 CENPT PLLP MMP15 USB1 CIAO3 CLCN7 ANTKMT SLC7A5 METRN NUBP1 CAPN15 PIEZO1 GGA2 HMOX2 DNAJA3 MAZ HERC1 TRIP4 RAB11A TTC23 ZNF106 DTWD1 GABPB1 CSPP1 ZFAND1 NBN DECR1 JPH1 GDAP1 EIF3E SPAG1 CHRAC1 SNX16 EEF1D ERI1 ARHGEF10 KLHDC4 MCM4 MAP4K1 OAZ1 STX10 SGTA C19orf53 VRK3 RPS16 DYRK1B PRKD2 TJP3 PTPRS FAM83E PIK3R2 GTPBP10 GSDME TTC26 MET SSBP1 COBL GARS1 CASP2 EIF3B NRF1 ZNF862 COA1 YKT6 EIF4H FKTN LHX6 DNM1 MPDZ EDF1 PIP5K1B EXOSC3 CCNJ TRDMT1 NSMCE4A UNC5B GTPBP4 EDRF1 TASOR2 CCDC6 PPIF UBTF PSMD3 CASC3 RAD51C MTMR4 DHX40 GOSR2 CDK5RAP3 CPD MED31 DRG2 C17orf75 NAGLU EZH1 LRRC59 LUC7L3 OCIAD1 ZNF330 DDX25 KMT5B EIF4G2 BIRC2 HIPK3 PDHX CHKA CAPRIN2 KCTD10 SLC11A2 BCL7A MAGOHB PRR4 GPN3 VPS29 CDKN1B DDX55 SLC38A1 NUP107 CNOT2 MRPL51 GAPDH NOP2 COPS7A ATN1 C12orf57 C2CD5 RIC8B SRSF9 TDP2 RWDD1 MTRF1L ZNF451 CCNC E2F3 ASCC3 MED23 ACOT13 C6orf62 DNPH1 EXOC2 COX7A2 TENT4A DAP MRPS27 RNF130 CNOT6 POLR3G DROSHA ARRDC3 GOLPH3 FAM172A TARS1 LNPEP RAD1 BRIX1 LIFR C9 TTC33 ATP6V0E1 CRBN KPNA1 RNF7 PDCD10 USP4 GNB4 NCBP2 KLHL18 MRPL3 COMMD2 KANSL3 NCL EPB41L5 SF3B6 EIF2B4 SNX17 NDUFS7 POLE4 CCDC88A EFHD1 CCT4 GGCX MOB4 HSPE1 CHMP3 STK25 ODC1 BIRC6 GORASP2 SRSF7 SOS1 NFE2L2 BCL9 ERRFI1 PARK7 WDR77 ATP5PB DOCK7 DNAJC6 KIAA2013 MFN2 SMG7 GADD45A RGS2 SRSF11 PHTF1 TTF2 MRPS15 MTR KCNQ4 ETV3 ZNHIT6 PRPF3 PIK3R3 NSUN4 TMED5 DR1 ABCD3 DPH5 UTP25 SLC35A3 RCOR3 DHDDS NSL1 RPA2 STAG1 KMT2A KPTN DDX59 CFAP94 VAMP8 DCLRE1B MYL12B CCNI CYP20A1 GTF3C3 UBE2B C1orf198 HEATR1 FKBP15 ABITRAM FBXW2 INVS ZBTB45 RBM25 ATL2 C10orf88 WDR11 ARMH3 RCL1 CAAP1 MTHFD1L SNX19 NUDCD1 EPC1 CCDC77 PROSER1 SIL1 SERP1 TMPO PPP3CC ZNF706 LYPLA1 COPS5 RDH10 COIL TEX14 PDS5A MTIF3 MTERF4 MRPS2 RPL5 SPATA1 CCDC18 RPAP2 PMS2 HERPUD2 CBX3 CLTA TRIM24 ECD P4HA1 CDKN2C RASSF8 CCDC91 NR4A1 HOXC13 TUBA1B KBTBD4 EXOSC9 MXD4 WFDC3 NCOA5 ATP5F1E PEDS1-UBE2V1 SNAI1 STX16 PPP4R1L MTRR FASTKD3 NAGK USP22 WRNIP1 H2BC11 MAD2L1BP GLO1 SSR1 RIOK1 SLC35B3 C16orf70 GOT2 ABCC4 HROB DMAC2L MIF4GD NT5C GTF3C4 BARHL1 GZF1 PSMF1 SNRPB SNRPB2 RALY DYNLRB1 PLAGL2 AGO3 ST3GAL3 TUBGCP3 PCID2 CAPNS1 SCAF1 SBDS EMG1 TIMM17B PCNX4 IPPK TRAF2 WDR24 METTL25 RNF6 MTERF1 DGCR6L CDHR3 VGF DNAJB9 MTX2 HAT1 DUT CHAC1 ARPP19 THAP10 ANAPC13 MBD4 PSMA1 SUMF2 CD68 PUS7L AJUBA TTI2 SYT5 ERMARD CDC16 THEM6 SAFB2 RPL36 NSUN5 COLGALT1 SSBP4 GDF15 IQCN LSM4 JUND EIF2S3 AAR2 COX4I1 EMC8 F12 TRAF7 FMO5 PRKAB2 ZSCAN5A SELENOS DHX30 ARFIP2 TIMM10B RAN EEFSEC LANCL2 UTP3 ITGB4 WBP2 H3-3B GPS2 VPS13B PCBD2 DAP3 DCAF8 IGHMBP2 TOE1 MUTYH CTNNBL1 USPL1 CDK8 PEMT SLC41A1 CSNK1G2 MORC2 BTG1 KRAS IPO8 CCDC59 RRAS2 SARAF ELP3 CDK7 VHL MEIS2 CEPT1 AP4B1 SLC38A2 CDC73 RPS15A ACP2 FADS2 TMEM258 GGACT UBAC2 WDR36 ISCA1 USP30 P2RX4 PNPLA8 PHF21A CAPRIN1 ATP5MC2 TFCP2 KRT7 ZC3H10 HNRNPA1 ACVR1B CD164 MDM2 DYNC1LI2 COG2 STX6 DHX9 PIGC MRPL44 EIF4E2 TMEM127 ANKRD36 EPC2 DRAM1 VPS36 SPRY2 KDELR2 ZDHHC4 DDX56 HUS1 RSAD1 NMT1 TACO1 EPRS1 ECPAS KLF4 SLC31A1 TSTD2 NCBP1 ANP32B ARPC5L DERL1 APTX ALDH1B1 KIF13A ZSCAN9 TFAP2A RIPK1 IER3 ATAT1 MTCH1 VARS2 FCHSD2 ANKRD42 RAB30 MRPL15 TGS1 YAP1 NDUFAF1 RPLP1 LRRC49 PLCB2 ZNF280D GCHFR BCAR3 GIPC2 THUMPD2 RAB1A PREPL FAM149B1 ASCC1 METTL5 SSB COX17 FAM13A HNRNPD SEC31A NUP54 SEPTIN11 PPA2 GSTCD INTS12 SEC24B GUCD1 KIF21A CPNE8 ALG10 PHLDA1 TMTC3 KANSL2 CSAD ESYT1 TMBIM6 ABHD13 CUL4A NAA30 WARS1 SLC12A6 MAN2C1 TPM1 LINS1 ULK3 PCSK6 FANCI DET1 MCTP2 PMM2 CDR2 RHOT2 TIGD7 TCF25 UTP4 CLTC AFG3L2 GNAL C18orf21 WRAP53 CSNK1D NARF FOXK2 CBX4 ZCCHC2 MISP3 SLC39A3 DUS3L CCDC97 IFNAR1 SAE1 GEMIN7 PSMB6 ZNF473 ZNF614 RERE C1orf216 ITGB3BP BCL10 PRKACB PIGK MTF2 NUF2 RGS5 TOR1AIP1 ADAMTSL4 MCL1 GABPB2 DTL EIF2D TP53BP2 HAX1 GATAD2B TTC13 SNAP47 SRP9 RHOB CAMKMT CALM2 RPS27A SNRNP200 MRPS5 TMEM177 POLR2D HSPD1 COPS7B EIF2A CBR4 MARCHF6 SRD5A1 RPL37 SKP2 OSMR PLK2 SSBP2 GIN1 PPIP5K2 PAM FBXL17 ATG12 ZMAT2 ABT1 PPP1R18 PHIP PNRC1 C7orf26 IGFBP3 NIPSNAP2 ATXN7L1 MEPCE ZC3HAV1L SNX12 IGSF1 GOLGA7 LACTB2 RPL7 MTDH NDUFB9 TATDN1 CDKN2A ZCCHC7 SIGMAR1 WDR31 SURF4 REXO4 GTF3C5 ASB6 CIZ1 LRSAM1 PAXX DPH7 ZEB1 FRA10AC1 TAF5 PGAP2 TUT1 EIF3M C11orf49 CCDC82 ZC3H12C KAT14 TKFC MTA2 FADS1 B3GAT3 CHEK1 CNBD2 VPS51 TAOK2 ITGB1 DCUN1D2 TMCO3 MTMR12 DLAT PIH1D2 NKAPD1 PIP4K2A UBC NGLY1 TMEM263 UBE3B IPMK RAD9B GXYLT1 TWF1 TEX30 NDUFC2 ME3 AMN1 SAV1 FBXO4 TMEM267 CACUL1 DST BEND6 GEMIN6 PDE3B CWF19L2 ZNF776 PFKM NADK2 DNAI4 HNRNPDL RAD17 SRP19 CARHSP1 DAB2 HNRNPU RANBP2 NR4A2 ASAP1 NMRAL1 UBALD1 ADPRHL1 TRIP12 FBXO36 KCTD15 DDAH1 SREK1 HS2ST1 NUS1 IMPACT OTULIN ENPP3 DIPK1A TSEN2 CCDC174 ANKRD40 AZIN1 OTUD6B MARVELD1 ZFYVE27 SLC16A1 ZKSCAN2 PXYLP1 DCK DPY19L4 DRAM2 N6AMT1 SFR1 MTERF3 PTDSS1 EEF1A1 UTP14A TBC1D31 ATAD2 NSMCE2 MALSU1 GALK2 MPV17L PDE6D HTR5A DDX19B DHRS1 AASDH RNF111 SLC35B2 TMEM268 PSMG3 AP3S2 FANCC FAIM H2BC5 MITD1 CNOT11 B4GALT5 ZSCAN12 RNF166 USF1 ZNF276 CCAR2 PAXBP1 IFNAR2 GART SON CSRP1 RUNX1 HLCS ADPGK UBR1 NAE1 CTBP1 HSF2BP RRP1B FAM207A LSS MCM3AP DIP2A C9orf116 ZER1 NEK8 SAFB CHTOP UBE2Q1 GBAP1 LY6K ZNF394 VPS28 RECQL4 LRRC14 RPL8 NAPEPLD SRSF2 SYCE2 EIF4A1 WDR90 JMJD8 ZNF75A LBHD1 COA7 CZIB USP24 ZSWIM5 RAVER2 LZIC TSSK3 NFIA OMA1 USP1 FUBP1 DNAJB4 ZNF326 C1orf74 ATF3 RBM15 B3GALNT2 DPY30 TYW5 MAIP1 CLHC1 COQ8A PDLIM5 ARHGAP25 YY1AP1 TMEM79 SNHG16 C4orf36 CCNL1 ABHD6 U2SURP TTC14 MTHFD2L WDR43 MEAF6 POLR2H TMEM41A IFT122 GNL3 PBRM1 TASOR SLC9B2 POC1A HMGB2 FAM160A1 LMBRD2 NIPBL CMBL CAGE1 RICTOR ANKRA2 UTP15 CCDC127 PDSS2 DAGLB CAMLG ZNF12 CHMP4C PEX2 DNAAF5 INTS1 FOXK1 YWHAZ SLC25A32 DCAF13 WASHC5 FXN HNRNPK ANKS6 KIAA1958 NOL6 PIGO STOML2 INPPL1 ZNF22-AS1 TSC1 BMS1 ZNF219 BTNL9 METTL3 SLC39A13 IFI27L1 TAF1D AMOTL1 CEP57 SPRED1 BAG5 ZNF319 HPS6 SENP8 COPS2 CCT2 ARIH1 FAM227B ANAPC16 ILK TAF10 USP54 PRTG LEO1 MCM7 GOLM2 AP1G1 SLFN5 MARF1 PPIB PCLAF DCTN5 CCNDBP1 SMAD3 MBD6 SNRPD1 FBXO22 CDK12 ZNF23 PPP2R3B TPM4 ANKRD11 RPL13 DHRS13 TUBA1C ZNF701 YIF1B PSCA EEF2 CHAF1A TLCD3A GLOD4 MFSD3 CYB5D2 PRDX2 MIS12 TMEM68 FAM234A RAB26 E4F1 ECI1 ABCA3 DDB1 ATG16L2 RPSA CTNNB1 KIAA1586 RAB4A MAPK1IP1L ZCCHC4 IRF2BP2 ING5 RFWD3 ATXN2L FEN1 MTCL1 HEXIM2 CDKN2AIP SLC20A2 NDUFS5 CHTF8 ADAL STX18 MAT2A LETM1 E2F6 HNRNPH1 UBE2V2 MRPL1 SLC33A1 SNUPN METTL15 INO80E C15orf40 HEXD ASPSCR1 FASN DUS1L DCXR ZNF32 HNRNPF GUSB PDCD6IP UBB FOS NUDT9 SIX2 COMMD5 ZNF16 RNF139 RPS9 MFN1 PRKCE TMEM126B JUNB FAM98B MRPL36 ZNF581 ASXL1 LRRC8D ETFDH PTGER4 BCL2L1 ZNF584 BPTF SLFNL1 CTPS1 METTL18 ZNF540 MRM3 RPS7 MIR31HG TVP23B ZNF57 MOB3A NME6 CYCS MTBP TEFM MRPL13 ISG20 PAIP1 ZNF131 TP53RK GNB2 GNG12 GTPBP2 ZNF24 AFF1 BANP PPP1CA PDE3A MUS81 CFL1 RNASEH2C ADCK5 COMMD1 VANGL1 DAB1 ARV1 NAA20 ZNF417 ZNF622 NMNAT1 JUP EIF1 NET1 RBM4 XXYLT1 UBXN2A GNG5 TRMT10C CTU2 PIGG ZBTB4 SNHG11 RALGAPA1 LIG4 SNAPC5 C12orf76 MSL2 GLMN CNIH2 FBXW8 KLC2 SNHG29 ZNF408 ARHGAP1 CENPS BANF1 TMEM9B EIF1AD EIF3F SART1 ALG10B DRAP1 UCP2 C11orf68 TMEM70 LINC00476 GPR156 AURKAIP1 TOMM5 BAIAP2 MBLAC2 CRYBG2 CHMP6 CCDC57 BNIP3 SMIM19 WDR25 ACSF3 PFN4 CDK5R1 BASP1 LRRC37A3 TYMS TOB2P1 FAM89B CHD9 PAWR NR2C2 C18orf32 HASPIN JUN CSTF2T GBA THAP5 NAALADL2 POLR2L AL162595.1 ZNF518A AP3S1 CENPBD1 BET1L RIC8A DMAP1 SH2B1 POGLUT3 PLEC ZNF354B BEND3 EPM2AIP1 EFCAB13 EXOSC4 TAF7 HYI EIF3K MRFAP1L1 EXD1 MRFAP1 RCC2 PER1 CALR RAD23A PTPN11 GEMIN4 MKRN3 SHARPIN PCBP1-AS1 RNF227 PDXDC1 PUF60 PSTK EXOC3 RCC1 PRKRA ZNRF2 TIGD2 ZNF609 ZNF594 SMG1P3 SLC36A4 SCRIB CMTR2 NQO1 TRAPPC5 POLR2A OGFOD3 RNF135 GINS3 ERCC6L2 MRPS16 ARL6IP4 YBEY NPLOC4 TSPAN10 TTC3 TSKU ANXA2 NGRN RPS17 ZNF721 C11orf54 CEP63 PYCR1 SLC25A21 SLC25A10 SMDT1 C2CD4C LINC01547 SELENOF ZNF623 JRKL SF3A3 ASB7 UTP11 TBK1 RBM12B TOB2 DIABLO ADAP2 TM2D3 XPOT KRBA2 H2BC21 SERINC4 ATL3 DYNLT2 OSBP2 APOO TMEM186 RBM33 SUMO3 NOC4L NDUFA6 DGAT1 INTS5 FAF1 DDX51 ZNF74 CDK10 SP140L MRPL30 PARPBP FAAP100 MRPL40 BRWD1 YTHDF3 PIGP DNAH14 LAMP1 PTCH1 ZNF529 ANKRD46 BLOC1S4 ZNF555 CCDC30 KPNA4 RPS23 INSIG1 TMEM222 ZSCAN30 HEXIM1 EFCAB6 TMEM216 C3orf70 CHP1 PTMA USP7 ZNF286A EXD3 B3GLCT TCEA1 FANCA SECISBP2 ZFP69B ZFP69 PMS2CL ZC3H6 TUBB4B PP7080 CENPP NBR1 SMIM15 RBM34 NOXA1 NHLRC3 NELFB ADAT2 NDUFA4 ALKBH2 PNRC2 NEMP2 HMGB1 IL1RAP ZNF250 PLEKHG4 TUBB SUPT5H PPIA SUPT3H GARS1-DT IARS1 ZNF34 ZNF775 IPO4 MYO18A HDAC2 TOMM7 ZNF431 SNHG17 ZNF239 CTBP1-DT H2BU1 NOP9 PCBP2 ZNF165 DDI2 MRPL21 ZNF786 ZNF517 HNRNPAB ZNF628 FAR1 CDC42SE1 PARVA ZNF460 RPS26 EME2 TAF13 H4-16 ZNF181 INKA2 GPAA1 TEAD4 ZNF311 LEKR1 C1orf122 NOL8 IRAK4 GRK6 ZNF248 ZNF544 ZNF770 MIER1 MAN1A2 ZNF251 TFDP1 HSD17B11 RPS6KL1 RPL23A TMEM116 ZNF485 PIM3 ZNF808 NBR2 TMA16 CALM1 FAN1 CEP290 TEX45 FOXJ3 CHAMP1 KTI12 RUSC2 TSEN15 LTN1 STKLD1 TYW1 APRT SMG5 KIFBP SGMS1 SNORD68 COX20 TATDN3 FAM229B PCMTD2 EFCAB7 CT83 TIMM23B BRD2 PJVK ZBTB12 HSPA1B MSH5 ABHD16A C6orf47 ABCF1 PRR3 GNL1 RACK1 TBC1D8 MRPL53 TCTN1 UQCC3 ZNF783 C12orf73 C4orf46 PDE7A PRR13 TMSB4X ETFRF1 AL359878.1 RP9P CATSPER2P1 PLPP6 C21orf62-AS1 DNAJC19 HCP5 THUMPD3-AS1 SNORA57 RNU6-1 SNORD60 RNVU1-30 SELENOH TSN SLC48A1 SFT2D2 FAM24B TRIM59 DNLZ C8orf82 NDUFS3 RPL7AP4 CLIC1 CENPBD1P1 GTF2H4 EMP2 AC019080.1 REPIN1 TSPAN4 CPNE1 ALG3 ZNF788P AC009053.1 EML6 B3GNT10 IFRD2 TOMM6 CSKMT PHB2 NEURL4 AC141586.1 LINC00680 BASP1-AS1 VPS16 MIR17HG MCM3AP-AS1 TMEM242 TMEM167B CROCCP2 AC009403.1 NBPF1 FAM228B TIGD1 XKR9 HDAC4-AS1 RN7SKP114 CCDC18-AS1 EPB41L4A-AS1 SMIM13 RASAL2-AS1 LINC00240 SLC9A3-AS1 JPX FGD5-AS1 TRAM2-AS1 NOL7 PIGBOS1 BAIAP2-DT TEX22 SLC16A1-AS1 SUGT1P1 LINC01359 WDR11-AS1 KLLN PARG DNAJC9-AS1 RBM15-AS1 MELTF-AS1 FAM174C AL158070.1 HDAC2-AS2 WEE2-AS1 UBAC2-AS1 SATB1-AS1 HYI-AS1 RALGAPA1P1 ACVR2B-AS1 ITGB1-DT C9orf147 TPI1P2 PSMG3-AS1 WARS2-AS1 DBIL5P CAP1P2 RFX3-AS1 MCTS1 NDFIP2-AS1 LINC02777 LINC01780 PET117 SMG7-AS1 SNHG7 LINC00472 PDXP-DT LINC01719 ZNF197-AS1 ZNF529-AS1 AC108047.1 SP2-AS1 FAM133B MAPKAPK5-AS1 JRK B3GALT4 ELFN1-AS1 ZBTB22 AL445231.1 KDM4A-AS1 ZBED5 LINC00479 ELOA-AS1 NIFK-AS1 ZEB1-AS1 NDUFA6-DT SMG1P1 RGL2 LINC01409 KCNMB2-AS1 ABCA17P SNORD42B SNORD54 RNU7-1 SNORD13 TXNDC5 RNF103 RBM14 NME1 RPL23AP72 GET4 PARGP1 ZNF542P TCAM1P LRRFIP1P1 ISY1 PEDS1 YAE1 AMACR SNHG3 ARFGAP3 BMS1P4-AGAP5 BMS1P4 SOX2-OT MRPS31P5 RBM12 GABPB1-AS1 LIFR-AS1 RNF139-AS1 NEAT1 CRNDE LINC02226 SNHG6 SEPTIN7P14 RAB30-DT LACTB2-AS1 AC040168.1 RASSF8-AS1 H2AJ RGMB-AS1 AC044802.1 BAALC-AS1 AC090061.1 MIR4458HG STX18-AS1 LINC01194 RBM14-RBM4 LINC02428 CASC11 CASC9 OSMR-AS1 RNF103-CHMP3 PDCD6 MRPS31P4 GLI4 LINC00491 GLUD1P3 THAP9-AS1 MRPS30-DT LINC02236 LINC00958 CENPS-CORT MALAT1 LINC02482 FAM160A1-DT MAILR TUG1 CERNA3 MINCR PRKDC OTUD6B-AS1 LNCOC1 VPS13B-DT SUGT1P4 AL157756.1 EEF1G TMEM9B-AS1 SUGT1P4-STRA6LP DPP3 STX16-NPEPL1 SUGT1P4-STRA6LP-CCDC180 AP003119.2 MSH5-SAPCD1 AP002748.4 POLR2M BRWD1-AS2 C10orf88B AC093510.1 COA8 POLG2 ZNF350 ZNF253 C17orf100 TMPO-AS1 ZNF271P G2E3-AS1 FNBP1P1 C1GALT1P1 AC025031.2 SLC7A5P2 RTEL1 PDF AL132780.2 AL157911.1 SRP54-AS1 LINC02820 AL390334.1 NDUFC2-KCTD14 MIR4713HG ST20-MTHFS IRAIN LINC02352 LINC02109 AL606760.3 MIR762HG LINC02166 SNHG19 AC007541.1 SLC7A5P1 AC139256.1 LINC01572 Z97055.2 AC010491.1 AL022069.1 TMEM202-AS1 AC022167.4 AC117382.2 ISY1-RAB43 AC087500.1 AC005670.1 DLGAP1-AS2 CORO7 MRPL12 THCAT158 NFE2L1-DT LINC00667 AC022211.2 MIR3189 RNU4ATAC MIR4470 MIR3124 OTUD7B SNORD95 DCXR-DT KRT8P34 TIMM23 GLUD1P2 SEC22B MIR4519 CBX3P2 AP002449.1 ZNF571-AS1 ZNF460-AS1 NAPA-AS1 ZSCAN16-AS1 AC005498.3 AC008735.3 NCBP2AS2 AC009549.1 TAF15 HSPE1-MOB4 AL390955.2 AC018647.2 AL359504.1 AL031055.1 AC025181.2 AC100812.1 NUP153-AS1 DAP-DT HNRNPD-DT DCP1A LRRC8D-DT CDC37L1-DT TAF9 NOL12 ZKSCAN2-DT H2AC8 SNORD49B PIGW MYO19 VWA8-AS1 C11orf98 MCM8-AS1 HEIH LINC00921 ARRDC3-AS1 FRG1CP FRG1GP GTF2IP12 MIR5087 AAANWWTGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/AAANWWTGC_UNKNOWN MEF2C ATP1B1 RORA CITED2 APP MAP3K4 ATP2B4 GRIN2B PHTF1 TLK1 PHOX2B MYH2 SKP2 ZHX3 TGIF1 LUC7L3 PPARGC1A TSC22D4 SPAG9 MAPK3 PDGFRB EFNA5 RAB10 NEK6 EPHB2 TBC1D8B DMD EGFLAM DYNC1I2 MAML3 TRAM1 CDC42EP3 OLFM1 CDC42EP5 KLF12 RSPO2 KLF14 LINC00314 NTRK3 EPHA7 SEMA6C SFRP2 THAP12 FGF7 DIS3L ELF4 GLRA2 KCNJ13 KANK1 SLMAP NR2F2 TLE4 CACNG3 INHBA MPZL3 SGCD SORT1 PATZ1 STEAP2 PPFIA2 GANAB MRAP NNAT ITM2C MYCL PCSK1 CNMD BCL11A PPP3CC BCL6 MLLT6 TLX3 THBS2 DLGAP4 PPP1R10 ELAVL4 MID1 FZD7 MRPL24 NRAS CDH13 DUSP1 BNC2 JADE2 LRRN1 ZNF462 DCAF11 CD14 CALM1 PRPF4B FOXN3 SNCAIP MMP3 GTF2E2 ASPA EIF4EBP2 DAB1 ANK2 ANK3 HOXC4 GATA3 LOX OLIG2 ATOH7 DSCAM SATB2 SPARCL1 PCTP SIX5 DDIT3 HHEX LRRC3B MRPS18B LSAMP NFE2L2 FGFR2 ADHFE1 DRD3 TFAP4 SOX5 SOX4 CNTFR SESN2 AFF4 MEIS1 CEPT1 HOXA2 FBXW7 GPR21 HOXA3 TFDP2 SKIL PRIMA1 FN1 KRTAP8-1 ATXN7L1 GPRIN3 NEUROG1 NTN1 RBMX DSEL FOXP1 FOXP2 SALL3 HOXB2 HOXB6 RRS1 OMG CACNA1D MYLK DNAJB5 DTX3L PAX6 PAX1 DSTN GPC3 GPC6 MGLL LOXL4 POU4F1 IGF2BP1 SHC3 DLG2 ZW10 TRPM3 SSBP3 SOX13 OTX2 ESR1 LEAP2 HEPACAM MBNL1 NCBP3 MAN2A2 CDK2AP1 S100PBP ZFPM1 SAMD12 PPP2R2A PRDM16 FTHL17 CHD2 POU2F1 PIK3R3 FAM78A ACTB DCHS2 PARP9 SNX25 ZNF827 DPYSL5 GRHL3 LIPG C11orf87 EBF1 AAAYRNCTG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/AAAYRNCTG_UNKNOWN LTBP1 PLEKHM1 PDS5B SCN3B EFNA1 VKORC1L1 FST PDLIM2 WT1-AS PLEC ERG28 XRCC1 SEPTIN7 AQP2 CITED2 EPC1 ZFP91 CYRIA DCAKD MAP3K5 GRIN2B RPLP0 KCNK5 BTBD3 COL12A1 RAPGEF4 DDAH2 STAG2 STAG1 LRRC4 C7orf33 PHOX2B MYH1 CNTLN STC2 PMCH STRN3 STRN4 CCNY EMX2 COLEC10 GLDN ZNF503 LHFPL6 NAV3 PRELP CLTRN MGAT1 PCF11 ZBTB18 NAV2 ABT1 NDNF OMA1 ROR1 PDGFRA ATP5IF1 PPP2R5E MYO18A ADD3 DENND4A NAGLU SRSF8 SIRPA PPP2R3A FIZ1 ERBB4 NEK2 NEK1 CACNB2 ITGA10 BCL2L1 DAAM1 PXN HEXIM2 ARX HESX1 PFN2 DMD EGFLAM HOXA10 ADGRB3 DYNC1I1 NUP54 LHX9 IL1RAPL1 PLAGL2 FCER1A KLF5 COLCA1 MGAT4A KLHDC10 ESRRB MAML1 ESRRG CDC23 ZNF521 HGF PCDH17 ZNF524 DDX4 PCDH18 FOXG1 EPHA7 KCNQ1DN ARSG SEMA6D ARHGAP44 TM2D3 TRPS1 NTRK2 MAP2 H3-3A TRIML1 MAP6 TREML1 GPR85 RAB5B HIP1R RAB5C ZMAT3 ZNF710 FAM83F KCNIP2 SORBS2 VWA5A RTN1 STAC3 PMCHL1 TAS1R2 WBP1 ANKRD12 ZNF654 MTBP ATP5MG JPH1 FNDC9 NR2F1 FMNL3 CCNJ ICAM4 GSE1 CMKLR1 TENT4B LENG9 JPT1 PROK2 SLC26A6 ZNF296 ANKRD28 GNAQ KANK2 INHBC CYBRD1 SGCD TMSB4X CBX2 ADAM12 SRGAP2 CER1 DHH FOXO4 NMI HSD3B7 ZBTB11 PART1 ZNF687 DIDO1 MRPL13 DGKB HPSE2 FAM216B PPP3CA BUB3 BCL9 CSNK1A1 MYF6 CSRNP3 TRIM28 PDZRN4 IGF1 GJB4 ATP1A2 AP4S1 MID1 OR2L13 TTC17 CAPN1 DUSP4 RAB30 CFAP161 SPINDOC JADE2 PTPA BAMBI APBB2 TP53INP2 LRP5 TUSC2 CRYGS SLC6A1 PDGFB CAPZA1 EIF5 MANF FGF10 LMO7 FGF12 ZIC1 GDNF FSIP2 KLHL3 CRYGD FGFR1OP2 ROBO4 RBMS3 ATOH8 SLC4A1 ASPH S1PR2 AXDND1 RNF146 KMT2A COCH POU2AF1 SPTLC2 MTA2 USP1 ARID1A TNFAIP8 PODXL2 COL1A2 SDCBP BRSK2 SMARCA2 ASB4 TRIM68 AGGF1 FGFR1 SNX9 TFAP4 SIPA1 SOX5 DSCAML1 NAPB MEIS1 WT1 SESN3 VDR HOXA5 ARPC2 PACRG C12orf65 TSSK3 TEF TFDP2 TMSB4XP6 PCYT1B B4GALT6 TMSB4XP8 FKRP FGD4 HID1 DNAJA2 TMSB4XP1 LRRN4CL CSTF3 GABRA3 FOXA1 BMX CRAT CACNA2D3 FOXP2 NMT1 ST7L PHF1 HOXB8 ZIC4 ITGA8 DYRK1A SCN8A PHEX DNAJB4 HDAC8 OMG PHF6 MYH10 NDST4 NXPH4 SOX21 ARID4A CLDN5 UBXN10 CLTC APOBR NDUFS4 GGNBP2 TRIM8 PTH1R POU4F1 NRG1 SHC3 TSC22D3 PHC2 IP6K2 KLHL20 R3HDM1 SSBP2 PTCHD4 UBE2W SOX12 OTX2 DMRT1 MPP6 PRKCG TRDN PRKCQ EYA1 DHRS4 CRKL DNAJB3 DEF6 LIX1 CHRM1 ESRP2 CNTN1 CA3 ZFPM2 ZADH2 TSPAN7 CASQ2 TMEM182 ACVR1 VIP EDA GPRC5D SPOCK2 SHCBP1L ERRFI1 DHRS4L2 KITLG NFYB CDH2 DBNDD2 HIC2 MOAP1 TSPY26P C20orf197 MPPED2 TMEM69 TNS1 NFATC4 CCDC174 GFI1 PLPP3 SCN5A PLP2 TNXB NCDN SOX30 SCOC PRKN LARS2 RGS17 LBX2-AS1 COL4A6 COL4A5 WNT2B SH2D6 PPP1R9B ID1 KCNN3 CRH BMPR1B POFUT1 MYOD_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYOD_01 KCNE5 FAM126A HMGN2 AGO1 DST SYT4 PGF EFNA1 VKORC1L1 SYT2 FIG4 PRR35 POLR3GL C1QC RANGAP1 DCAF1 RORA TMEM17 WT1-AS ITSN1 GNG8 USP54 H2AZ1 GRID2 RARA RAB26 DDAH2 MIR22HG STC2 RXRG CYP26A1 PIM2 SGMS1 LUC7L3 PPARGC1A PRELP MGAT1 PCF11 PHLDB3 NDNF LAMC2 SERBP1 UNC13B AGAP3 GCNT3 ERBB3 CHCHD3 CACNB2 BCL2L1 RIMS2 TOR1AIP1 SORCS2 ALCAM EPHB6 MUSK RAC2 TICAM1 HOXA10 ST3GAL5 TSEN54 PLAGL2 SPOP COL18A1 CELF1 C6orf15 LYPD1 CCDC191 ARHGAP44 SEC31B NTRK2 FAM98A CEP41 CHRNG BTBD11 BACH1 KCNK16 ELF4 FGF9 MYL6B SPI1 WBP2 KLHL18 AP1S2 SEMA3F CALN1 WFIKKN2 APOBEC4 COL11A2 TXNDC12 ACAP1 NAT9 ARHGEF2 HYAL2 GSE1 POLR1D NAA15 MEGF8 EXOSC3 LINC01567 ARRDC3 COQ10A SRPK1 ELMO1 CKM GNAS AP5B1 GNB3 MOSPD1 ARL4A KCNH5 EXOC6 FUT8 USP3 TSPAN33 EPB41L4B MYCLP1 FNDC5 HPSE2 DGKD PTK2B ETV1 NDUFA4L2 MPC2 MLLT6 CLEC14A SKA2 EIF4ENIF1 ZMYM4 IGF1 ELAVL4 LYSMD2 SOST SPINDOC DRP2 TUBA4A LUC7L HTR2C TUBA4B NHLH1 RBM3 ELAPOR1 GRIK5 ANKRD2 FGF11 LNX2 TNFSF13 CBX8 CALB1 CCNJL USP32P2 AAK1 PSIP1 ATOH7 WNT6 DSCAM CASKIN2 DARS1 CA10 TAZ SHISA7 STIM1 HES6 WDR81 TNNT2 TRIM37 ARHGAP36 MFAP2 CAV3 GAL3ST3 PLXNC1 TFAP4 CELA3A TCEAL7 CELA3B AK9 NSG2 PTK7 CSMD3 CCDC85B WT1 CORO2A UBE2D3 PRR11 HOXA6 QTRT2 HBEGF GABRQ HID1 ANKRD13B GABRA3 KCNB1 ITGA3 SHANK2 CACNA2D2 WWC2-AS2 UBR3 HOXB7 ITGA6 GPR37 PRICKLE1 CPNE1 OMG CRYZL1 SLC5A3 GPR173 CLDN9 UBXN4 UBXN10 LARP1B FES KLF10 CBFA2T2 FRMD4A JADE1 PCDH1 LRRC8C PAK2 PAX9 GPR162 MT3 EGR1 CALY GALNT17 SOX12 ARID5A KTN1 ARL5B PADI4 CCNL2 PRKCQ FAM53C EML1 PSD CA7 ESRP2 CFL1 TNFRSF21 NDUFB8 SHCBP1L ABLIM3 MINK1 CRLF1 EGLN1 KIF9 TMEM150A PUM3 HRH3 MPPED2 RTP1 TMEM69 KDM4C CHD6 CAMK2A SCN5A SCG2 CNNM2 MIR17HG NCDN FRMPD1 GDPD2 SLC6A7 GCK INVS KAZALD1 KCNN3 KCNN2 ZRANB1 POFUT1 LINC01879 E47_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E47_01 MLIP FAM126A AGO1 VKORC1L1 EFNA1 C1QC RORC RANGAP1 MYLIP PLEC WTAP CITED2 CD47 GIT2 VPS13A RAB26 MED10 PPTC7 WNT10A ZNF706 STC2 EMSY NODAL AIG1 RXRG BRME1 CYP26A1 MGAT1 RYR1 PELO SERBP1 ARV1 GCNT3 DUSP10 AKAP12 CACNB3 DAAM1 OTOS SORCS2 PICK1 EPHB2 EPHB6 MUSK IL23A MACF1 KLHL40 CCNYL1 CTDNEP1 AMD1 PPP2R2B SPOP LGALS1 PCDH17 EMILIN3 EPHA2 GGN GOLM2 MLLT11 KCNJ4 KCNQ1DN RBPJ SEC31B FAM98A GK TREML2 NAA40 BTBD11 LZTS2 NEURL1 RAB5B FGF9 ZNF532 ZMAT3 MYO7A TRPV3 SPI1 KCNIP2 KCNK12 WFIKKN2 ZNF644 KCNMA1 GSE1 FLNC CKM CHRDL1 CCND2 SLC26A9 SEMA4B GNAS CDC42SE1 GNB3 WNT9A KCNH2 NSD1 ARL4A NEXN-AS1 CER1 EXOC6 TMEM105 HSD3B7 FAM89B GPM6B TSPAN33 EPB41L4B CCL27 CYLD FRMD5 SORBS1 PTK2B DGKD BCL11B BCL9L NDUFA4L2 DDIT4L TRIP10 PEX10 EIF4ENIF1 TTC13 NLK ELAVL3 ELAVL4 TTC17 GJB1 SOST DRP2 PPP1R17 CALM3 DUSP9 MTSS1 THRA PDGFB LMO3 GNA11 IER5L IDE TGFB3 ANKRD2 CALB1 KMT2E CCNJL VEGFA PSIP1 SLC4A2 WNT6 GPD1L DSCAM SCRT2 TAZ RBL1 HES6 RTL9 NUMBL ARHGAP36 ARRB2 DLL4 BRSK2 ASB2 NETO2 ONECUT1 GRB2 NSG2 CORO2A UBE2D3 CHMP4B CDYL2 HOXA7 RUNX1 RNF13 EPB41 PODXL KCNB1 PPP1R21 ITGA1 ITGA3 NR4A3 CACNA2D2 FOXP1 CORO1C HDAC3 PLK4 CORO1A LURAP1L GPR37 ITGA6 HOXB7 CACNA1H CHRD DNAJB5 SORBS3 CELF3 KLF10 CBFA2T3 PLCB3 MAZ TRIM8 PAK3 CAVIN2 GPR162 PLCB1 KIRREL2 ARHGAP8 PLEKHH3 GABRG2 KHDRBS2 TUBB2B OTX1 SOX12 PARP8 SCAI INHA CDK5 RELL2 FAM53C DEF6 NCOA5 CA7 CFL1 ERN1 KLHL13 TSHR CAMK1D IRX5 SHCBP1L ABLIM3 CAMK2G MINK1 ELP5 CDH2 HRH3 SH3GLB2 MAP3K3 MPPED2 POU2F3 SLC39A5 CHD5 SCN5A CAMK2A CNNM2 ERF SPACA6 ERG FLT3 MAP1A DTX2 DPYSL5 ISL1 WNT2B NBL1 PPP1R9B ID1 IRF1 PRM2 SH3BP1 LINC01879 SPTAN1 CMYB_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CMYB_01 FAM126A C5orf64 VAPA FST TRMT13 ERG28 MXI1 AGBL5 CITED2 ATP2B2 EPC1 BRPF1 CEP97 BHLHE22 VPS13A DHX30 STAG2 PITX2 BHLHE40 ZBTB49 TYRO3 ANAPC2 PHOX2B ROCK1 POLH NOL4L BARHL1 MTFR1 MAP9 PRPF38B CTNNA2 SPAG9 MLLT10 TGFBRAP1 ADD3 ERBB4 TRMT2A ARF6 FANCD2OS ARHGAP45 TOR1AIP1 HNRNPA3 INTS9 PRUNE1 LHX1 SPATS2 HNF1A PABPC1 HNRNPH3 IL1RAPL1 UBE2K DVL2 KLF5 ASXL2 AEBP2 OARD1 CDC27 WDR90 DLX1 NUP62 HEBP1 AVPR1B SOBP RTN4 KCNJ15 RBM14 PRRT2 CPEB4 ERLIN1 IL4I1 ZBTB17 CFAP20 CANX YBX2 AP2B1 ZNF148 PIK3AP1 MIER1 SUCO ZNF281 ATXN3 POGZ H1-1 OVOL2 CACNG2 ZBTB26 DERL3 RBBP6 KLF9 B4GALNT1 GNB2 ZC2HC1C ASH1L SH3KBP1 WNT9B HELZ2 RUVBL2 YWHAZ USP2 SCML2 NDUFAF3 ABHD2 CEP85 TRAFD1 C10orf53 PER1 WAC BCL9L ETV4 IL4 NLK NLGN2 PDZRN4 MTF2 TUBA3E ARL8B ASIC1 MNAT1 GSK3B JADE2 CALM3 ZNF462 PBX1 PTPA PAPOLG SSNA1 STT3B RALY MORF4L1 GMPR2 ARL6IP6 EHMT2 PDGFB LMO3 XPO5 MORF4L2 FGF16 SNRPD1 MANF RBM6 ITPKB SAE1 FGF12 MINDY1 NR2E1 CBX6 WNT4 WNT3 RNF38 GNL1 KMT2D ALDH6A1 TMEM109 NUFIP2 HES6 ARNTL YBX3 TRIM37 RHBDD3 STMN1 EDC4 NEDD8 TIMP4 SASS6 SLC9C2 OAZ2 ZNF821 HOXA2 GPR21 PRR3 MTCH2 PELP1 JUND ZNF800 RPL4 NOVA2 ANGPTL5 TUG1 NFE2 CRAT NEUROG3 HOXB3 HOXB4 ATF5 PPIG ITGA5 HOXB8 PNRC2 ZIC4 DIO1 DNAJB1 FBXO34 PHF7 DAP3 E2F3 IER5 NDST2 CDC14B LYAR HR BAP1 ARHGAP12 GPC4 KLHL35 MAZ YY1AP1 SPINT2 POMT1 MGLL RANBP1 APLN KPNB1 ARL1 EGR3 C20orf27 HEPACAM UBE2H PURA MFN1 EYA1 FAM13B PPM1E FAM53C NCOA5 UBE2M PPME1 TOM1 NRGN SEZ6L2 PTCD3 NR3C2 NFYA RSBN1 TPM3 PRDM10 FAM91A1 PAFAH1B1 MYOG ODF2 PIK3R3 SCN5A DNAI4 SLC39A3 DALRD3 MED26 DTX1 QRICH1 TP63 SP1 SULF1 HMBOX1 ADGRG4 LPCAT3 IGFBP4 VPS26A AP4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP4_01 LTBP1 HMGN2 MASP1 RUSC1 SNCA PLEC MAP3K5 PDIA3 SIN3A SEMA7A GRIN2D LIN28A SERPINE1 KCNK5 RAB25 RARA PPTC7 PITX2 H1-0 TYRO3 RRP36 CNTLN PTPRS PTPRT SGMS1 NAV3 MIDEAS PPARGC1B DOC2A ZBTB18 NDNF TMEM178A SMPX BOLA3 PPP2R5E ZNF385A UNC13B ETNK2 FAM219A HOXA11 CACNB2 GRK2 KCNJ2 HEXIM2 NR1H2 FLYWCH1 NPHP4 DMD CLEC4D ADGRB2 HOXA10 UBE2K TCF7 ZEB1 AKTIP SMAD7 TTC9C CELF1 TP53BP1 ARFIP2 METTL7B EN1 KLF15 TSC22D2 KIF3C GOLM2 TONSL DLX1 RAPSN RGS8 NUTF2 RIT2 ANGPTL7 BTBD11 EVX1 ZMAT3 FLT3LG DNAJC14 TIMM10B COL11A1 KCNG4 COQ8B LAG3 HYAL2 RAP2C ATP4A CMKLR1 CACNG6 TLE3 CIDEC CLIC1 PJA2 SGCG OTOF GRM7 NAB2 PFDN5 SLC26A9 SEMA4C TSPAN32 KCNH2 HSD3B7 USP2 STARD10 NDUFAF3 PCSK1 MTMR3 FMO5 CDK16 SORBS1 BCL11A RUSC1-AS1 BAZ2A SNAP25 PCSK4 KCNE3 HAPLN2 ZMYM4 GPBP1 DLG2 IGF1 PDE3A VEZF1 RWDD4 MIS12 POLR3E STAT3 CDH13 LRP1 SOST GSK3B NEUROD2 DCAF11 TUBA1C ASIC5 CCDC136 DUSP7 NR5A1 SLC22A17 SEPTIN3 LMO1 LMO3 SKIDA1 CTDSPL IER5L FGF16 NTN3 RASGEF1A ITPKC TLR7 TRIM46 STARD3 GATA1 ANK2 HOXC4 VEGFA ERLIN2 SYNC WNT6 PLEKHA6 PI4KB LBX1 SH2B3 NUDT3 ANGEL1 ALPK2 NRDC HES6 DDIT3 RELCH RTL9 ELL2 CLPS SMARCA1 TFAP4 CSMD3 SESN2 LLGL2 OAZ2 PTK2 P2RY4 CRB1 ZNF800 TNRC6C ANGPTL2 PGGT1B MCTP2 NR4A2 FOXP1 POLD4 EIF4E LURAP1L UCP3 PRICKLE1 SALL1 PHF23 TRAPPC11 DNAJB5 OPCML MYPN SULT2B1 GSX1 CBFA2T2 SPRY4 ACVR1C TMEM62 GPC4 PCDH1 SLC48A1 PPM1J PCBP4 PCBP2 RASL10B PSMD3 SOX15 LOXL4 POU4F1 RHOG NKX2-1 NXPH1 SSBP2 GSC TRPM7 SOX11 CDK6 CARMIL3 STIMATE KRTCAP2 SRRM3 EYA1 FAM122B ESRP2 JMJD1C MAPRE3 ZBTB47 EPN2 BICRA CABP2 NDUFB8 FKBP3 DPF1 TPPP3 MOAP1 DNAI1 MAP3K3 CHD6 HRC SLC39A2 DALRD3 NDUFA4 COL4A4 COL4A3 DPH1 ADO TOMM5 CELF4 GDPD2 PPP1R9B NIPBL EPOR MAPK8IP1 SH3BP1 TIAF1 NFIB ATP8A1 AACTTT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/AACTTT_UNKNOWN MEF2C AJUBA MEF2B FAM126A PDS5B BTC RORB RORA AMOTL1 ADGRL2 APP DCAKD MAP3K4 BTBD3 PSMA8 PTBP2 VNN2 TMEFF2 TMEFF1 LRRC8D LDAH TFPT ANKS1A LRRC2 PDS5A BARHL2 LRRC1 EOMES IFT57 GEM JUP JUN AC141586.1 ROR1 DUS4L SCN1A QRFP HSD17B12 RCBTB2 CACNB1 DUSP10 NFKBIA CACNB2 CACNB3 ZBTB37 PFN1 TCEAL8 ISCA2 PFN2 INTS9 ZC3H18 SPP1 TECTA LNPEP PAIP1 ESRRG NXF3 ATP11C NXF1 UBE2L3 GUCY2C CHID1 OSR1 ARHGAP44 LASP1 RGS3 DHX40 FOXA2 SPTSSB MMP24 MECOM ACSF2 USP12 ANP32A SPIB FOXB1 SLC22A5 AMY2B USP13 GHR MRPL1 ADNP ARHGEF17 CACNG3 MMP16 OVOL2 CACNG2 MMP13 ELMO2 ELMO1 ARHGEF11 PLXDC2 USP25 CSF3 BPTF ABHD4 PCYOX1L SH3D21 SORBS1 ARMCX3 MPC2 CRP FOXD3 ABCA12 ABCA10 MB21D2 AXL IGF1 MID1 MID2 NRAS LRP1 CNTF GANC PHF13 JADE3 BNC2 SDHC JADE2 LRP6 USP46 LRP8 PSAT1 GNA13 MTSS1 ENAH EIF3J PRPF4B IL16 GRIK1 LARP4 GRIK3 TGFB3 PARP6 NR2E1 IL10 IL11 EIF4EBP2 PACSIN2 EIF3E AFF2 FMR1 PKIG MAGI1 LRRC75A IL21 RTL9 CDIN1 EVC2 HIF1A SNTG1 NFE2L1 SMARCA2 SPTB ADAMTSL1 ADAMTSL3 BMPR2 CXXC4 CXXC5 FBXW7 PTK2 ISYNA1 EHBP1 TFDP2 TMEM47 FBXO44 AUTS2 SDF2 ZNF792 KRIT1 MYO1E FOXA1 ACMSD NMT2 ATP7A NMT1 HDAC4 LAMP2 ATF3 RNF152 OTUB1 DYRK1A ATF7 ADRA1B ADRA1A PCGF5 SCN8A NXPH3 IMPA2 NXPH4 CELF3 CLSTN2 UBXN4 TMEM99 PAX6 PAX2 SDC4 PTMA AMDHD2 PAX9 PAX7 TMEM196 SNTB2 RTL3 NRG1 IMPDH1 IMPDH2 NXPH1 SSBP3 SSBP2 TRDN TSPAN6 HOXC10 HOXC12 HOXC11 FAM122B STXBP6 KDM3A KDM3B CA3 ZFPM2 ZFPM1 WASL TSPAN7 UGP2 HS3ST4 SNX17 UBE2R2 RGMA RNF128 APPBP2 VEGFD SCN5A RNF122 EHD4 PARP9 SNX27 MFSD14A BCS1L ISL1 THOC6 GCG UTP18 CUX1 MEP1A SCN4B IL6ST NELL1 FST NELL2 MORF4 ZNF804A HS2ST1 VSTM2A DDX17 WWP2 LIN28A CREB3L2 GRID2 TSPAN2 PRMT3 MALL MIR22HG ZNF706 ADGRD1 EMX2 UBR1 LUC7L3 TSC22D4 LHFPL3 BTF3P11 SRPX2 CD34 PIAS3 NDNF FBXL5 PIAS2 PIAS1 TSC22D1 NEK6 BLCAP PTCH1 GRHL2 RBP2 SFXN2 CD72 SFXN5 OTP SEMA5A PLAGL1 TAL1 CD69 MAML3 AMD1 CNKSR2 MDFI FBXO2 MARCHF7 U2AF1L4 ACSS2 NPSR1 SEMA6A DLX1 SEMA6D SAP130 ZMAT4 NRP2 CPEB2 EVX1 MYBPC1 GREB1 PRRT2 ERLIN1 GJA1 SPINK5 PTEN SENP6 ACSBG1 SEMA3F CHST11 SEMA3A JPH1 STX1A CTBP2 PCDH11Y PCDH11X ZC3HC1 COL25A1 CCNC ARRDC3 HAO1 SLC4A2 SLC26A3 ADM SLC26A7 SEMA4C ENTR1 STEAP2 PARD3 CACUL1 ZBTB7B CCR1 COL3A1 KIT NETO1 ZFP36L1 ZFP36L2 BBS12 NR1D1 XBP1 BCL11B BCL11A CDK18 CDK17 JARID2 DLGAP4 CSNK1A1L BRS3 GRIA3 COG3 COG5 ZNF322 SLC16A6 TMEM87A GFPT2 LRRN1 MCU NHLH1 MYOD1 PDGFB SKIDA1 GABRB1 ACKR3 MMP2 MRPS31 WNT2 ATOH1 RAD21 WNT3 OLIG3 VEGFA PLEKHA8 SLC25A28 RBMS3 RBMS1 MBOAT2 BCAP31 NEBL IGSF6 LSAMP CADM1 PYGO1 PYGO2 KRTAP22-1 FGFR2 FGFR1 DIP2B NSG2 PHF21B REEP4 BMF ATL2 SREBF1 ATXN7L1 GABRA1 RFX4 RFX5 GABRA3 FOXP3 KCTD4 SREBF2 FOXP2 KCTD9 SLC4A10 SPTBN2 RFX3 C15orf54 CORT PDCD5 UBE2E2 CRYZL1 UBE2E1 CBFA2T3 DDR2 RUNX1T1 ARHGAP21 FOS UBR4 ZNF280C KLHL36 SHC1 ITIH2 ALX4 SHC3 KIRREL3 TNIP3 GABRG1 STEAP4 RALBP1 FILIP1 DMRT3 SPATA17 OTC DMRT2 MRPS6 ALK UBN1 NPTXR C2orf27A LIX1 CAMK1D CKS1B PPP4R2 TNF NEFM HAT1 POC1B CLVS1 NUAK2 TRIB1 PLPPR1 C2orf16 ARPP21 MAP3K3 NPTX2 NFAT5 POU2F1 CAMK2D CFHR3 QRFPR CAMK2A BRINP3 PLPP3 CRIM1 RFTN2 ZNF827 FDX2 MED13 THRAP3 RNF182 ADGRF4 HCCS LTBP1 PTGS2 UBE2F RILPL1 RABGAP1L ACBD5 CTNNB1 ACBD3 CYRIA FLI1 BHLHE22 GNG4 MAP2K6 FAM122A BHLHE40 PTPRK TYRO3 OR2S2 PTPRF PTPRG RCOR2 ARRDC1-AS1 ZHX2 CTNNA3 SPAG9 ADAMTS9 IFNB1 ZNF436-AS1 MIR9-1HG FCHSD2 SMPX PELO ADAMTS2 ETNK2 ADAMTS5 MIPOL1 GNAI1 HESX1 ANKRD30BP2 NPHP4 NECTIN1 DYNC1I1 PSENEN GIT1 CDK12 MACO1 KLF12 SPHK1 C21orf91 KLF14 MARCHF3 TRPS1 AVPR1B SYTL2 SLC9A1 GPR85 P2RY13 MAST4 KCNK12 CPNE9 SDHAF3 CAMKV KDM2A FMNL1 ARHGEF2 ARHGEF7 JPT1 FOSB OTUD7B OR2W1 GNB1 GNB4 GNAS NSD1 EIF5A2 SRGAP1 NKD1 GPR61 EVA1C CREM GPR63 GPR65 ITM2C HPSE2 ADGRV1 RPL34 SLC4A7 SIM1 FLRT3 CAPN6 LIN37 ANKRD36B SCARA5 RPS6KA5 RPS6KA3 CCNB2 LARGE1 RPS6KA2 ZNF462 XPO1 TMTC3 XPO4 TMEM107 IQGAP2 ZIC1 ZIC3 PLIN1 DAB1 PGRMC1 CMTM4 PGRMC2 FGFR1OP2 KLF6 KMT2A NCALD TAZ SIX3 SIX5 ARID1A HES7 VAX1 ARID1B DDIT3 NCAM2 COPG2 GPR50 ZSCAN32 ZNF431 GPR52 ARFGEF1 ZNF436 LRATD2 NETO2 TRAF2 HMGB1 DRD3 CNTFR SESN2 SESN1 EXTL2 SESN3 MCHR1 TMEM38A GPR22 ZEB2 TEF HCN4 TRAF4 CEP350 TRAF3 TAF2 HCN1 AFF3 GPRIN3 ADAM23 CRB3 ARID3B NEUROG1 NSD2 SHANK2 DOCK3 DOCK4 LOXHD1 TSC1 GPR37 ZIC4 ZIC5 XPO7 ADAMTS6 SEL1L NDST3 NDST4 DEDD PRDX4 RHOQ LARP1B SRBD1 RHOB LCE1F TRPM3 ACOXL MAN1A2 OTX1 OTX2 PIP4K2A ESR1 CDK6 CDK5 PURA PPM1E NCOA2 PRELID2 NCOA3 NCOA5 WRAP53 IPO4 TSHR NR3C2 PPM1A KITLG TAC1 NUP93 CDH1 NR3C1 DCN PRDM16 ATP5MC3 CDH5 SETD2 PRDM13 PRDM12 CDH7 STK32B CDH9 FAM91A1 PLP1 NCDN SLC12A2 COL13A1 DACH1 TAB3 CADPS DACH2 SH3BGRL3 ADCY2 ADCY8 SNCA ADCY6 PDLIM3 AQP1 INO80D FAM71D BDNF RAPGEF5 RAPGEF4 CHRNA6 FOXO3 OXR1 EFNB3 MDGA1 EFNB2 CYP26A1 HCFC1R1 PRPF38B PDYN MIDEAS ZFHX3 FAM53B CEP290 PCF11 EFNA5 EFNA4 ADD3 HS3ST3B1 SUPT6H TDRD3 CASZ1 FOXO1 HOXA11 TRHR GRK2 FCGRT CDK15 MYT1 MLEC ITGBL1 HOXA10 GYS2 TXLNG DIP2C NUP54 IL1RAPL2 IL1RAPL1 PLAG1 TRPC1 UAP1 TRPC4 CBLN4 BMP1 TRPC5 SMAD6 SMAD5 SMAD2 PMF1 SMAD1 RALYL PYM1 KRT8P41 BMP5 SLC16A14 GYPC DIS3L IFNLR1 MITF UVRAG NFKB2 WBP4 ACTR3 NR2F6 CALN1 NR2F2 DOCK11 NR2F1 CCN1 PRPF31 INPPL1 CDS1 SLIT3 ILRUN ADAM17 TOMM22 MOSPD2 UHRF1BP1 CA13 IKZF2 IKZF3 CIC SUMO4 SUMO2 RB1CC1 HBP1 CHP1 IL18R1 NOS1 CYTH3 DLG2 MAPK11 AZIN1 MAPK10 CISH PSMD11 RBFOX1 RPL34-DT NEUROD1 CALM3 NEUROD4 LUC7L C1orf122 NEUROD6 TOB2 TOB1 CALM1 BCAR3 TRARG1 FGF14 FGF16 FGF10 FGF13 FGF12 CALB1 KLHL3 CALB2 VCAN HECTD4 FAM81A HOXC6 HOXC8 HOXC4 HOXC5 SELENOF RNF38 LOX TFAP2D SATB1 CA10 SOCS2 DARS1 CA12 SOCS1 BCL2A1 SECISBP2 FGF23 TRERF1 PKD2L2 WDR81 PTHLH ARHGAP36 SLITRK1 SLITRK3 HOXD3 HOXD4 SLITRK6 SLITRK5 CFHR5 TFAP4 PKHD1 RMND5A MYL1 ONECUT2 DSCAML1 SRC HOXA1 HOXA2 HOXA3 HOXA5 DENND6A HOXA6 HOXA7 AXIN2 RUNX1 RNF14 TMSB4XP4 SLC30A7 RNF13 TMSB4XP1 MAFB HOXB3 HOXB4 LURAP1L HOXB2 HOXB7 HOXB8 GLS HOXB6 TAFA4 HOXB9 MAFA TAFA1 TAFA2 BMI1 RAB11FIP5 SOX21 ABHD17B NR6A1 PRRX1 PRRX2 GSS SAP30 GARNL3 CFAP65 SLK CAVIN2 CNTNAP2 SOX18 NKX2-1 AKT3 PTH2R C9orf85 RAMP2 NOL4 EGR3 EGR2 SOX13 SRRM4 TENM3-AS1 SOX14 CNTNAP5 SCAI LEAP2 ECT2 EIF4G1 HIPK1 ATXN7L2 KPNA6 MELK TNFRSF21 LINC00472 PRSS35 LUM CALD1 CTNND2 CTNND1 CDC73 ZFHX4 PCDHGC3 SNN CDYL CYP26B1 POU3F4 POU3F3 ENO3 TNFRSF19 POU3F2 POU3F1 TNPO2 FAM78A SLAIN1 ACTB DOCK8-AS1 CFHR1 PRUNE2 AKIRIN2 CFHR2 SPARC TP63 GRHL3 TDP1 ANXA11 SP4 CRH ANXA13 SP7 NFIA NFIB PPP2R5B CCSER2 CRHBP TRMT13 MED25 HNRNPR GRIN3A MYLIP REST ITSN1 CUL3 EPC1 LDLRAD3 RND2 STAG2 CUL1 STAG1 MYH1 KIF5B RREB1 KLHL32 DOP1A MECP2 SERPING1 PROX1 SSTR3 NPC2 RYR3 MAPK3 CMIP ZNF768 VSX2 SH3GL2 GC WDR53 PPP2R3A RAD23A ARF6 RIC3 CHCHD7 SERPINH1 TBC1D8B ALCAM SCAF4 SAMD1 GIGYF2 PABPC1 TSEN54 PPP2R2B MED12 SREK1 LAPTM4B KIF3B ZNF521 SERPINI1 TMSB15A ARF3 PPRC1 GK MAB21L1 LZTS2 FGF9 ELF4 RILPL2 PHF21A STAC2 ZBTB16 MACIR RAP2B RAP2A KDELR2 RAP2C TP53 TENT4B TAF11 TAF10 INHBA SYT9 CLIC4 TMEM65 URI1 ARL4A RABGAP1 PID1 ZNF174 LRRTM4 LRRTM3 LRRTM1 SERPINC1 MC3R ACSL4 PRSS12 WNT8B UBE2O CSRNP3 IL9 LMNA NTNG2 VEZF1 LMX1A ETF1 CDH13 ZCCHC3 NRSN2 KCMF1 SERPIND1 CP WNT7A CDH10 CDH11 LMO3 KNTC1 CSNK2A2 CSNK2A1 EED GPR183 CIB1 SCRT2 STMN4 CHODL STIM1 ZNF516-DT ROGDI TFAP2A RELN USB1 CYSLTR2 PHKA1 MEIS1 TCP11 MEIS2 ARPC2 DNAJA1 LRR1 ZNF800 EGF RAB6C DNAJA2 ANKRD13B PHACTR3 NR4A2 TEAD1 TEAD2 NR4A3 NTN1 TPBG ABCB5 EBF2 FABP4 SLC13A4 ABL1 CLDN8 CDC14B ILDR2 LSR RNF144B SPRY2 RNF19B SPRY1 SLC1A3 CCN4 LRRFIP2 HDX EPN3 CNTN6 PCDH9 PRPF3 ARL5B PCDH8 IRF2BP1 PCDH7 KANK4 ARL3 DHRS3 CNTN1 ENHO CNTN4 CASQ2 PPP2R2A EDA FKBP4 EGLN3 PMEPA1 COL9A1 HRH3 COL27A1 SMOC1 NFATC4 MAF CD40LG NOX3 EDEM3 CELF4 ID2 HMBOX1 EBF1 ID3 RNF145 HMGN2 MSTN DZIP1 LUZP1 EDIL3 RAB1A HEMGN GLDC DSPP PICALM ATP2B4 EIF1AX KIFAP3 EIF1AY RAB23 MOS SAP30L ZFAND3 AL162293.1 UQCRFS1 VANGL1 FANCB PPARGC1A TGIF1 FARP1 PPARGC1B HES1 NRSN1 MLLT10 PRDM1 EXT1 GLG1 CLCN3 SNW1 SPSB2 MMD VIT RIMS1 TAB2 EPHB1 EPHB2 AP1AR LHX1 DMD LHX2 LHX6 BCOR MN1 OLFM1 MLN KLF8 HPCAL1 RYBP FAM13C EPHA5 NTRK3 TM2D2 EPHA7 GRK6 RIT1 RIT2 TCF12 PLA2G4B KLF4 TTC23 PPARD RFXANK KCNIP1 KCNIP4 KCNJ13 GPX1 HSPH1 SLC24A4 SLC24A3 SLC24A2 C14orf178 TENT5C SELENOP AGPAT4 ATXN3 MBD6 MBD5 PDIA4 GRM1 AMIGO2 PROK2 ATXN1 GRM3 DACT1 PPFIA2 CAPS PREP FOXO4 FUT9 RAB3C SLC39A11 SLC39A13 PSME3IP1 FRMD5 TMEM243 ZDHHC22 ZDHHC21 ETV1 BCL6 PRKAA2 ETV6 DCAF6 FYCO1 ETV5 APBA1 ETV4 MLLT3 BCL9 SI NLGN1 HSPG2 BIRC6 B3GLCT NLGN3 SUGCT MPLKIP GABARAP RAB30 TOM1L2 PPP1R17 CHN1 CHN2 DRC3 APBB2 TUBA1C VLDLR SNCAIP PLXNA2 SLC22A12 AMMECR1L F2RL1 SLC22A11 VIPR2 GATA1 TOP1 CRYGC CCDC181 PRKACB CARTPT KAT6A MIR137HG CASKIN2 ALDH6A1 HNRNPUL1 PRKAB2 HRK MRGPRF ST6GALNAC3 ST6GALNAC5 ASB9 TMTC2 RSPRY1 ASB5 MIEF1 ASB4 PLXNC1 DIAPH1 SSH2 TMEM132E CCDC88A ITGB4 SNX1 CSMD3 ST8SIA2 RRAGD ST8SIA1 RSRC2 MTCH2 BCHE RHOBTB1 GINM1 STK38L NOVA1 PWWP2B EPYC ITGA1 KMT5A SETD7 ARMT1 TNFAIP8L1 SALL3 RCAN2 EIF4E SALL1 ATL3 RAP1B PHEX BEND6 NFKBID PHF8 PHF6 C6orf62 SLC5A3 CLTA IRAG1 PRKAG2 CREBZF HMGN5 PLPP6 UBA3 RMND1 YRDC TRMT9B POU4F2 POU4F1 UTP4 MRTFA PHC2 UBE2A R3HDM1 PDPN PRKCI LEF1 PRKCG PEX5L SEZ6L UBE2C CHST1 NUCB1 PRKD2 DIPK2A EYA4 EYA1 PRR15 KANSL1 NUCB2 CHST8 COMMD3 TOM1 PRNP KRAS INTS13 SHCBP1 ST3GAL1 ST3GAL2 GPRC5D GPRC5B PUM3 ACAN OXCT1 TGM4 PIK3R3 PIK3R1 SCG2 CCDC71L TMEM229B MAP1B SIRT6 SH3BP5 BASP1-AS1 SH3BGRL SH3BP4 IGSF21 GAREM1 IRF1 C11orf87 STARD13 SIDT1 VSTM2L RP2 LAMP5 PHF20 RANGAP1 MXI1 HOXD10 CITED1 SSR1 IRF2BPL CDCA7 PPP1R1B CDCA2 LUC7L2 FAT1 TLK1 TOX2 TLK2 ADAM9 H1-0 PHOX2B CGRRF1 ANKS1B ROCK2 CRTAC1 NOL4L COLEC10 TSKU COLEC12 PCM1 CD274 ZBTB18 EIF2S2 TGIF2 ST18 MYO18A EMCN ERBB4 ERBB2 KCNJ2 DAAM1 KCNJ3 DAAM2 SORCS3 HCRTR2 PPP1R3B EGFLAM ARSJ ZDHHC9 DIABLO ARAP2 HNF1A TCF4 SND1-IT1 DNMT3A SZRD1 ZEB1 PCDH10 DCSTAMP PCDH18 UNC79 SHOX2 SYNE1 SYNE2 KCNJ8 ECHDC2 HEBP1 H3-3A NBPF11 ZNF219 SOBP CLEC1B SEPHS1 NKAIN3 NAP1L5 AP1S2 XYLT2 PBXIP1 CCDC22 WASHC4 SPART SPG21 SERTAD4 ZBTB20 KCNG3 ANGPT2 MYC STX6 ZDHHC5 TLE3 TLE4 TLE1 NDUFA11 ARVCF ZNF362 ZNF277 ZNF804B PATZ1 KCNH8 GPATCH2 REPS2 REPS1 HSD3B7 ZBTB9 MYCL PCSK1 CLEC18C DGKD PPP2CB PDE1A KCNE2 SLCO3A1 PCSK5 RASA4 BUB3 GALNT14 SOAT1 HAPLN1 ZMYM4 PDZRN4 DGKH ELAVL2 DGKI PCK2 ELAVL4 TTC17 CPT1A EFHC2 BEGAIN P2RY10 HOMEZ KRT18P55 PDE2A RASSF2 GFRA1 ZBTB2 ZBTB3 HTR2B NR5A2 HTR2C HTR2A SLITRK2 FOXN3 TNNC1 C17orf102 BTRC IER5L EIF5 MANF SLC7A9 JAG1 DLK1 HLX TNFSF18 VCL PRKAR2B OLFML3 GTF2E2 SLC2A4 ELOVL5 CCNJL ANK3 ELOVL4 AAK1 ZFAND6 PDE4B CPA2 CTDSP1 PITPNC1 STK39 IRS4 KCND3 NUDT4 PDE4D DLL1 WEE1 RELCH TAOK3 RBPMS COL1A2 HSPB1 PTGFRN PRRC2A OLA1 RTRAF TIMP4 NHS TIMP3 SASS6 GMPPB DDX46 TTBK2 DDX3X STEAP3 KRT35 USO1 DDX3Y GRPR NADK2 PRIMA1 SLC6A11 SLC6A15 ARMC4 INF2 CACNA2D3 RBMX ARL14EP TNFSF10 PDE7A CACNA1G CACNA1H CACNA1E CACNA1F MERTK CACNA1D MYH10 SEC24B KYNU CTCF ZNF202 GPC4 TRIM2 GPC3 TRIM8 ORC4 TCERG1L GPC6 FOSL1 TUBB2B MBNL2 MBNL1 ADRB2 GPHB5 FAXDC2 IGF2R PPME1 CDK2AP1 PDE9A TREM1 IRX4 IRX3 DPF3 IRX6 PGS1 IRX5 NDP SAV1 VIM LRMDA CABP1 GALNT4 CABP7 DEPDC7 ALDH1A1 MSX2 C1QTNF7 IGF1R REL TMEM52 CHD2 FEZF2 LETM2 CHD6 WBP1L MRFAP1 MIR17HG PDCD10 NF2 CREB1 CREB5 DPYSL3 COL4A6 COL4A5 PNOC INVS NIPBL AGO2 NOG STAU1 FAM20B U2AF2 GCAT POSTN SYT6 TSPAN9 HOOK1 SRSF6 STAC SFSWAP SOSTDC1 RARB PITX3 EIF2B4 EIF2B5 PITX2 STC2 EMSY NAV3 SRSF1 SRSF2 RFC1 CEACAM20 MRPL47 STC1 SLC2A12 SLC2A13 SLC2A10 FIP1L1 ENPP2 PFKFB1 MED12L CSRNP1 LAMB2 ADGRB2 ADGRB3 NKX2-2 OSBPL9 RSPO2 OSBPL6 OSBPL7 CREBBP MYOZ2 SMYD2 HOMER1 NKX6-1 BTLA NOTCH1 CBLB LAMA4 JAZF1 ABCF2 WASF2 ZNF710 CLRN3 KCNMA1 ASTN1 TMEM35A CDR2L CFAP47 YPEL4 CHRDL1 ZC2HC1C KANK2 EFCAB11 SH3KBP1 SGCD PIKFYVE FAM110D EEF1DP3 ABCD1 EHF SUFU MLF2 GCH1 G3BP1 PLCL1 CYLD BCL9L TLX3 THBS1 DTNA GPBP1 RNF220 TBXAS1 MCF2 TBX5 NLK GOLPH3L FZD5 FZD7 STAT3 COL19A1 PBX1 PBX3 RBM14 ABCC5 SCAF8 SLC6A1 TBK1 TLR1 MORF4L2 SEL1L3 CBX8 CBX7 KMT2C KMT2D PHYHIP SCUBE3 SCUBE2 SPARCL1 ANGEL1 LRP1B BASP1 STK3 MOXD1 CDKL5 NVL MAP4K3 LRRC3B LRP10 SDCBP MAGT1 PRPS1 TXLNGY FRAS1 SOX1 SOX3 SOX2 HDGF SOX5 SOX4 SOX6 ELK3 SOX9 KCNS3 CEPT1 KCNS2 CCDC80 PPP4R3A HECTD2 ERO1A SKIL CRACDL CPNE8 CPNE4 CPNE5 UST EPHX2 SNX21 UBR3 PRICKLE1 NCKAP5 KCTD15 PNPLA6 DTX3L UTY TSHZ2 KDM6A TACR1 KIZ TIMM50 ACVR1C JADE1 KCNQ4 PLCB3 PPM1J SIAH3 MGLL IGF2BP1 PLCB1 TMEM145 MPP2 LDB1 MPP5 MPP6 LDB2 CTSS NRXN1 LCOR RXFP1 BTG1 UCK2 NRK PTCHD1 NPVF TMEM182 MREG ING4 NDUFB5 ING3 TCF7L2 TCF7L1 TPM3 SYNPR NPAS2 NPAS3 PPP1R12A MSI2 ING1 ERF ERG HSD17B14 SLC10A2 GASK1B TMEM74B SLC10A1 SLC17A4 C1orf198 KCNN2 ATP8A2 MGST1 MEF2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MEF2_01 MEF2C UBFD1 ITGB3BP GRIK1 TNNC1 NCAN SLC7A9 LUZP1 FGF12 TBC1D16 KCNK9 ANK3 GATA4 S1PR1 PHOSPHO1 ASPH KRT222 RAB20 PRMT3 TENT5A TRIM55 MYH6 SSPN CNGA1 CDIN1 LHFPL3 ASCL2 ARHGAP36 ZNF516-DT ZBTB18 DLL4 JUN PDGFRA SMPX WFDC1 HAS2 GRAP2 SMARCA1 TSC22D1 SMARCA2 ABCA8 AGGF1 TSPEAR FBXO40 MYL2 SYT16 MYL1 SOX2 AKAP12 AKAP13 TIMP2 RIMS2 MYO9A EPHB1 SESN3 IL17B HOXA3 EHBP1 TTYH2 ITGB6 HOXA10 RIPOR1 CDC42EP3 ATL2 SYT10 DMP1 JCHAIN LMCD1 ESRRG MYOZ2 SMAD1 ZC3H11A CACNA2D3 BEST3 HOXB4 KCNJ9 TSC1 NEDD4 ZIC4 ITGA7 GRK7 BMP7 HDAC9 SOBP FGF6 JPH2 ZNF385B AGTPBP1 PRKAG1 UBXN10 SYNPO2L ACAP2 PAK6 GPC4 FOS TRIM8 ANP32A SPIC ZNF281 KLHL20 PTCHD4 LYN SOX14 MBNL2 ARHGEF15 ARRDC3 ELMO3 TRDN EYA1 CKM ZNF362 C12orf42 CA7 SLC26A9 TNNI3K AICDA S100PBP ZFPM2 GNAS KRT83 CASQ2 HS3ST5 UBE3A NDP NFIX TPM2 GET4 MLF1 MSX2 CKMT2 MAS1 MPC2 CRP GTF3C3 WNT8B HAPLN1 COL13A1 SLC12A5 DPYSL3 CDC25B CAPN1 BEGAIN SH3BGRL DKK1 KCNN1 C12orf50 USP47 TIAF1 ELK1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ELK1_01 ADCY2 U2AF2 SNIP1 DCAF1 CITED2 ELP2 CCDC88B INSIG2 LTB4R LSM5 GIT2 VPS4B MAP2K6 TMEM161B LRRC41 CCAR2 RXRB PTPRG ANKS1A LIFR PTPRN PPP1CA CD37 LRRC29 ZBTB18 CORO6 PRDM1 TRAPPC1 MCTS1 WDR53 SIRPA ENPP1 MTX2 PDLIM5 PACC1 IFI30 BCL2L1 TAGLN2 BTBD16 ACKR1 NR1H2 IL23A LANCL3 LYL1 RAC1 MRPL54 TXLNG ZNF70 OLFM1 TCF7 ESRRA KLF12 TGFBR2 DDX1 EN1 PLEKHH2 CDC26 PYM1 EPHA2 TNNI2 WDR90 CBLB DMTF1 SYTL1 ZNFX1 DPP3 NCKAP1L LZTS2 EVX1 ZFP3 CPEB4 CCNT1 ARHGAP30 UFC1 CCDC71 LZIC MTBP DPP8 ARHGEF4 MTERF1 RAP2C EGFL7 ARHGEF6 ADNP TLE4 HERC4 TIE1 USE1 WAS ELMO1 CIAO1 DOK1 PLXDC2 OGA SEMA4C ZMYND8 GPA33 HELZ2 CLN5 STX19 WDFY4 CSF3 ZBTB7B SLC39A11 THAP5 PDE12 TMEM100 TMUB2 NECAP2 ZNF35 IL7R STARD13 DGKA STAT4 MRPL13 NR1D1 APBA3 PPP3CB PCSK5 C14orf119 TBX6 ZRANB2 CES2 PPHLN1 DLG2 ANKHD1 RWDD4 RPL28 TADA3 SOST FYN MAPK14 HERPUD2 DGKZ CHN2 CAST GMPR2 FOXN3 AP4E1 FAM110A CAPZA1 SASH3 RBM6 ITPKB LZTFL1 VCL EBNA1BP2 TBC1D17 FNTA RBMS2 TFB2M AZI2 ACIN1 GTSF1 CFAP57 CNST ZNF593 CHMP1B PRKAB1 NUDT22 ANKHD1-EIF4EBP3 RTL9 RELCH SLITRK1 SEC11A TMEM127 TIMMDC1 PSMA5 STX5 NMNAT1 TMEM208 STK10 SIPA1 FAM200A TRPT1 MAP4K2 MAP4K1 COPS7A DSCAML1 SOX4 ARPC4 NEDD8 NOSTRIN ELK3 LLGL2 RASAL1 ZSCAN31 UBE2D3 AKT1S1 CNOT6L ITGB7 MTPN EIF3K PCED1A TRAF7 ZNF800 NOVA1 ARHGDIB GABRA1 TAF5 KMT5A CRB3 TEAD3 ANKH FURIN NKAIN1 POLD4 ST7L DNAJB9 PPIG DDX55 LDOC1 TRAPPC11 RHOJ PRKAG2 CREBZF PAX6 RHOV ZNF205 PAF1 FOS ZCRB1 GGNBP2 CRTC2 PAK3 ARHGAP1 ZCCHC9 DBR1 SOX15 SHC1 LOXL3 VPS16 ZNF408 VPS11 ZCCHC7 PHC2 IRF2BP1 PRPF4 EIF3L VASP SMC6 EIF4G1 SH2D3C KANSL1 INTS3 C2orf27A UQCRH LCK PPME1 TBCC POMP NUDT21 TBC1D10C LCP1 CKS1B PHB2 NDN HAT1 FAM174A UBXN1 POU3F4 LINC01565 EMG1 SLC39A7 FEZF2 SLC39A6 GEN1 R3HCC1L CNTROB NUP155 SH2D6 UTP18 SP3 TRPC4AP CIAO2B SP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SP1_01 KCNE5 EDN3 HMGN2 PDLIM7 SNCB UBE2F SYNCRIP CITED2 HS2ST1 MAGED1 SRSF7 MAP3K6 BDNF GBF1 COL12A1 TIGD4 ATAT1 BHLHE41 LRRC4 TMEFF1 LRRC8D CRYAB GRIN2A DPAGT1 MAGED2 PCF11 MTF1 PIAS3 MNT VGLL2 RAB10 UNC13B PPP2R3A PDIK1L NFKBIA SFXN2 NAGK ZNF512 TAL1 UBE2Z ARAP1 MN1 GAD1 SLC44A1 DNMT3A OSBPL9 ANKMY2 KLF16 ARFIP1 FXR2 PORCN GGN MLLT11 PKP3 PPRC1 BCL6B TCF12 MARCKSL1 RANBP10 CAMKK1 FBXL19 CCNE1 PHF21A GRIPAP1 NUBP2 KDM2A NR2F2 ZFP36 KCNMA1 HYAL2 ADAM10 RBBP4 ARHGEF19 CSRNP2 INCA1 MYADM SERINC2 ATXN1 ZBTB8OS KANK2 FKBP14 CDC42SE1 ALOX12 TSNAXIP1 PPFIA2 MECOM FBXW4 MTMR3 BCL11B BCL2 PEX14 BCL3 BCL9L BCL6 SPATA6 BRMS1L DNM3 ING2 TBX2 TBX5 SMG6 ACLY VEZF1 GJB6 GABARAP ASIC1 NRAS TADA3 LRP1 NSD3 JADE2 GFRA1 PTCH2 HNRNPA2B1 C1orf122 SSR4 VLDLR MTSS1 CDCA7L EIF5A TCEAL1 IDH3G SLC2A1 VEGFA SELENOF PLEKHA8 FRS3 ROBO3 OLIG2 CHST14 PRICKLE4 PI4KB KCND2 HNRNPUL1 KCND1 C1orf54 ARID1A PDE4C SIX4 ASCL2 SLITRK4 LARGE2 ZNF516-DT DLL4 CADM1 REM1 HSPB2 RNF24 NFE2L1 STMN1 SMARCA1 SLITRK5 ZNF703 PACS1 WNT5A PODN FBRS ARPC4 AFF4 SESN2 OAZ2 UBE2D3 HOXA3 ECE1 GMIP RPL7 SRR GALE MUC1 B4GALT2 UST PPP1R21 EPS15 GLI1 CADM2 NXPH3 OSBP PUSL1 NDST2 CLSTN1 FBXL19-AS1 FEV BZW2 KCNQ4 DES GGNBP2 JMJD6 YRDC MSMB PAK1 TPR KPNB1 NKX2-1 TRPM4 NOL4 GSC RING1 MPP5 PIP4K2B SLC7A10 IRF2BP1 HMGA1 ARL3 KIF1C PIGV NCOA2 KDM3A CASQ1 GAP43 ZNF414 UNC80 EPN2 EDA DNAH9 EGLN2 NFYC DPY30 TPM4 SEC63 GPR3 CYP26B1 POU2F1 PLCD1 CHD6 BAHD1 WDFY2 HPN KLK8 CEBPE COL13A1 ODR4 DACH1 CLPTM1 RDH10 UTP18 SP4 FAF1 GGA1 MEX3B EVI1_06 http://www.gsea-msigdb.org/gsea/msigdb/cards/EVI1_06 SLC9A9 SCUBE3 USP2 ALX1 CREB5 KLF14 NCBP3 CITED2 NRAS ASIC2 PCF11 MAP4K5 ZNF516-DT SENP1 IL17B GRIN2B C18orf25 ARPC2 MAP2 RNF11 PDHA2 VAMP1 TCF4 ATF_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATF_01 PNMA3 SLC44A4 LDHA ADCY8 CDX4 PDLIM3 RCE1 AMOTL1 OGDH ERG28 CD2AP IRF2BPL DNAJB11 FSTL5 LUC7L2 RAB24 DHX36 GNG4 CCNA2 RUNDC3A CTC1 LDAH PTPRU GEM SRSF1 KAT5 PPARGC1A PPARGC1B DCTN1 ST13 SPAG9 SSTR2 YME1L1 TGIF2 CHGB ZIM2 WFDC3 APH1A CLCN3 PDXDC1 CMSS1 DAAM2 ADCYAP1 ATP6V0C SULT4A1 GLYR1 RPS29 LHX1 TRA2B NKX2-2 LCMT1 MMGT1 SRP54 XPNPEP3 ATG5 MCAM TSC22D2 EPHA2 GART ZFAND5 MARCKS GK FGF6 EVX1 FGF9 ITFG2 PNMA6A ZBTB21 UFC1 INTS7 EIF1 SEC62 TMEM147 MAP1LC3A SRPRA HHIP AGPAT4 SIK2 GOLGA2 CCN1 KDELR3 PAMR1 SRGN TLE3 FOSB FLNC PNPLA3 SH2D2A GRM3 AMER2 GNB4 MAP3K13 RAPGEFL1 TMEM59L RAB3A RPRD1A TH ZNF367 GPM6B PFAS CYLD NUP214 LINC00649 RPL34 LRRTM1 RUSC1-AS1 PER1 FOXD3 GPBP1 SGK1 TBX5 IPO11 PMEL ELAVL1 MAPK10 TTC16 ETF1 TRAPPC10 DUSP4 LRP1 DUSP1 NSD3 BNIP3L RPL34-DT NUBPL USP48 NEUROD6 SSR4 GOLGB1 SIK1 LMO4 CBX8 FOXRED1 TRIM46 TOP1 LGR5 ZNF184 TMEM39A IDH3G ELOVL5 SLC25A25 SND1 SPRED2 UBA6 GNL1 ZNF576 NCALD ZFHX3 TIPRL NUP42 ISCU NDEL1 HOXD8 ZNF516-DT CHPF CEP57 FAM131A TRIM39 MYL6 HDLBP DRD4 NINJ1 AKIRIN1 RCAN1 CYSTM1 CHMP4B RNF166 PRR3 JUND H4C5 RHOBTB1 SLC35F5 SEC61A1 HID1 JOSD1 TAF2 MAFF UCN PHACTR3 CPNE4 NR4A2 NEDD1 ATF3 SLC7A3 GTF2F1 LMTK2 PNRC1 RFX1 DNAJB2 IKBKB SST TMEM175 DDX51 SGIP1 CLDN7 CLDN3 CLSTN3 CLDN6 TACR1 ASPHD1 ZZEF1 CDC42 FOS OSR1 GTF2A1 RANBP6 PAK1 NFIL3 FAM76B NOL4 EGR3 EGR2 EGR4 ZFY RING1 PCDH9 MBNL2 MBNL1 KRTCAP2 UBE2B CDK2 GAK HOXC10 GRP AAMP TSPAN7 SEZ6L2 PRNP PNKD PPP1R15A PEG3 VIP IRX3 IRX6 ING3 HS3ST2 CALD1 PPM1A FAM174A TPM4 TRIB1 GPR3 NPTX1 DDX19A PAFAH1B1 SLC39A5 TERF2 SCG2 NFATC1 STAMBP ERF ICA1 HS3ST3A1 NF1 C1orf21 CNTROB XPNPEP1 RNF44 SON PRELID1 KCNN2 BABAM2 SLC18A2 TBC1D32 C11orf87 SLC5A7 SIDT2 HOX13_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HOX13_01 H2AC6 TNRC6A AMMECR1L GNAI1 GPR161 LMO4 CALD1 PRRX1 GSX1 NEO1 SYNPO2L FAM135B CDK16 PHF21A TRIM8 EHBP1 UNC5B SMOC1 DPH5 FEZF2 TRPV6 UNC5C PPP2R2B TFAP2D YES1 CASKIN1 NTF3 FOXA1 EMX2 COLEC10 NDFIP1 IGF1 CDR2L OTUD7B SON CCND1 ZNF516-DT PDE2A HOXB5 SVIL HOXD4 MIR9-1HG KCNH3 UBALD1 ZNF485 FBXO11 ELK1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/ELK1_02 ITGB3BP C1orf210 RPL19 SYT5 VPS52 STOML2 PALB2 CCDC25 FUZ ZNF653 INSIG2 IQCK LSM5 DHX30 TIGD6 SUPT5H POLL LRRC41 TIGD1 NUDT12 ITFG1 HMG20A UBR1 MARK3 DCDC1 ERI2 DPCD AP5M1 RPS18 RFC4 LRRC29 ZNF384 MTX2 TMEM187 ACP2 BCL2L1 SYVN1 CALU FOXH1 NR1H2 INO80B STX12 TSPAN31 DIABLO CBARP FBXO3 DNAJC24 PPP2R2C TCF7 OARD1 LRRFIP1 EN1 DDX5 UBE2L3 PYM1 CHID1 GART RAB2A ZSCAN29 AP1B1 DCTN5 PHKB MYL6B AP2S1 CPEB4 TRMT1 CCDC71 SENP7 ACTR2 GOLGA1 MTBP DPP8 CSGALNACT2 NKAPD1 RAP2C MRPL3 UFD1 ZDHHC5 HERC4 KLHDC3 FERMT3 TENT2 WDR74 FANCD2 MED8 MPZL3 TUFM ADPRM ZBTB11 PDE12 NECAP2 RPL37 PDRG1 ITM2C NUP214 MRPL13 TMEM9B CDC45 CLEC18C TTPAL RAB11B GFUS VMP1 USP32 RBM22 GDE1 TBX6 NAA20 PPHLN1 IMMT ELAVL1 PDZRN4 CCP110 SNF8 PRPF18 RAPH1 ZNF22 ZNF23 COG3 SAMD8 NRAS EXOC5 SZT2 ZNF322 PSMD12 SDHD ATP5F1A OGG1 FAF2 PTRH2 CHERP EIF5A EMC3 WDR93 SRP19 UBAC1 REXO5 TRIM46 ZNF184 TBC1D17 CGGBP1 BATF2 TRIM44 AAK1 DNAJC7 MED15 PRKACB KAT7 FBXO22 DDOST FMR1 LYPLA2 STK4 TIMM8B LLPH PRCP BMP2K SNRPB BAG6 EEF1B2 TMEM208 LMAN2 EXTL2 FBXW9 AKT1S1 UGGT2 TMEM53 GGT7 MTPN TRO PCYT1A TRAF7 SLC30A7 DNAJA2 GABARAPL2 COX8A TOMM40 CRB3 KMT5A PPIE NEDD1 PSMC6 PPIG P3H1 MEA1 PSMC2 PSMC1 FBXO36 ZNF410 CLDN7 APOLD1 CLDN5 PRKAG2 IMP3 CREBZF SRBD1 ZCRB1 MAPKAP1 GTF2A2 ARHGAP1 SHC1 ZNF408 SEC24C PIH1D2 NDUFS1 C1orf50 TUBGCP4 ARL5B KRTCAP2 HMGA1 PURB EIF4G1 UBE2N C2orf27A INTS3 UQCRH IPO4 INTS11 ITGB1BP1 ARCN1 TBCC PPME1 POMP ACVR2A NUDT21 CPSF3 SMS NKIRAS2 EPN1 BTAF1 CKS1B FAM98B CEP95 AP1M1 HAT1 NFYA FAM174A SMUG1 CDK13 IL2RG CCDC174 GTF3C2 GTF3C1 SCO1 ZNF22-AS1 JOSD2 NF1 SIRT6 PEX11A SON NIPBL GNL3L MAPK8IP3 DDIAS SEC13 CRK RSRFC4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RSRFC4_01 ITGB3BP MEF2C S100A4 FAM117A ADCY2 SLC9A5 ATP1B2 FST STOML2 PDLIM1 ITSN1 CUL3 RTBDN DIRAS1 STAC GRIN2B STAG2 PRMT3 LSMEM2 TWIST1 MAP2K5 TYRO3 ARHGEF38 MYH3 CRTAP ZHX2 HCFC1R1 CYP2E1 PTPRO ZBTB18 ARMCX6 SIPA1L1 PDGFRA SMPX WFDC1 HAS2 PRDM1 TSC22D1 CLCN1 PPP2R3A PTCH1 TRAK2 STRADB ASB16 ADCYAP1 LIF PPP1R3D MUSK DMD KLHL40 ADGRB3 ARAP2 RIPOR1 CDC42EP3 PLAGL2 SLC44A1 ANKMY2 SLC32A1 LYPD1 SMYD1 KLF14 MYOZ2 CSRP3 SLAMF1 ARHGAP32 GPR153 TNNI2 ZFAND5 EPHA7 ATP2A3 RGS3 TRPS1 DLX5 RAB2A PYY MAB21L2 LZTS2 ZNF385B CPEB4 FITM1 TRMT10A BNIP3 WBP4 ART5 C10orf71 SIK3 NR2F1 LRRC20 VSIG1 ADAM11 RAP2C ACTA1 PCDH11Y PCDH11X ZNF143 ARHGEF15 ELMO1 HAO1 ATXN1 SLC26A6 ZNF362 CKM SLC26A9 PYY2 NEXN-AS1 H2AC1 USP2 SCML1 CLDN14 CCDC140 CNMD TCEA3 LRRTM4 ARR3 DTNB SLCO3A1 FBXW11 THBS2 H2BC1 HAPLN1 B3GLCT VEZF1 DGKI ELAVL4 CAPN3 CLDN23 DKK2 MEOX2 CLRN1 LUC7L TOB2 SLC8A3 RALY TNNC2 HJV TNNC1 RASGEF1B NCAN FGF12 HOXC4 S1PR1 RBMS3 CARTPT PLEKHA6 MIEF2 TNFRSF17 ALPK2 IRS1 ST6GALNAC5 RTL9 ARHGAP36 LRRC39 RASGRF1 PLAAT1 HOXD4 KLHL41 SMARCA2 CAV3 ZRSR2 GAL3ST3 TSPEAR FBXO40 MYL2 MYL3 TCEAL7 TSPAN13 SSH3 SOX5 TIMP2 EXTL1 AKIRIN1 TTYH2 MID1IP1 NDRG2 DNAJA4 MRPS23 ADAM23 EEF1A2 NR4A1 SHANK1 CACNA2D3 FOXP1 HOXB4 ATF3 NEDD4 ITGA7 PTPN1 HDAC9 PRKAG1 PAX3 PAK6 BZW2 GPC4 KCNQ5 C18orf25 TPP2 POU4F2 POU4F1 ESAM SV2A DLG2 PTCHD4 FILIP1 NRXN3 SCAI ESR1 KTN1 PCDH9 MBNL2 ARHGAP26 TRDN EYA1 TMEM71 PANK1 CFL2 CA7 MOSMO CNTN1 TNNI3K ZFPM2 INPP4A KPNA3 CASQ1 CASQ2 LCP1 NDP CTNND2 PMEPA1 SH3GLB2 RASGRP3 CYP26B1 NFAT5 ENO3 PIK3R3 COL8A1 SMIM8 EHD1 ACTC1 CELF4 AMPD1 TP63 THOC6 MGST3 KCNN1 GCK CUX1 WSB2 RETREG1 RNF145 CETS1P54_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CETS1P54_01 MEF2C ITGB3BP HM13 SYT5 UBE2F U2AF2 HNRNPD BCDIN3D VPS52 STOML2 RPLP2 PALB2 SRSF6 GPN2 INSIG2 LIN28A TIGD6 LSM1 LRRC41 POLL MRPL52 CD3E HMG20A PTPRN DCUN1D3 KAT5 DPCD ERI2 RPS18 ZNF384 ZNF768 TRAPPC1 MCTS1 PNMA1 GCNT3 GNAI3 PYROXD1 ACP2 BDKRB2 BCL2L1 MTIF2 XAB2 SYVN1 MLEC CALU ACAD11 NR1H2 TPGS1 MUSK INO80B TSPAN31 HNRNPLL FBXO3 STX11 ZNF70 BLNK TCF7 CELF1 ZKSCAN5 EN1 ZC3H11A TFCP2 PLEKHH2 ZNF585A GGN ZNF585B PYM1 EPHA2 CHID1 DMTF1 ARF3 LYRM1 DCTN5 AP1B1 CPEB4 SPI1 UFC1 LZIC BAG4 ACTR2 DPP8 SPIB CAP1 COX17 LAG3 NKAPD1 CSGALNACT2 RAP2C MRPL3 TYMP EGFL7 ZDHHC5 UBA5 HERC4 MMP1 MON1B WDR74 MPZL3 MED8 TOMM22 STX19 CSF3 ZBTB11 TMUB2 UHMK1 ZNF35 IL7R ITM2C ZNF687 ZNF175 STARD13 MTMR2 VMP1 CEP164 BAZ2A GDE1 PPHLN1 NASP ZNF24 CSNK2B RPL26 PDZRN4 CCP110 RWDD4 ZNF22 NRAS SZT2 PSMD13 APPL2 ZNF322 PSMD12 OGG1 HTR2C PTRH2 LRP5 CAST FOXN3 GMPR2 EIF5A TNFSF13 PRPF19 REXO5 CRADD MKRN3 RGL2 TRIM46 ZNF184 EBNA1BP2 TBC1D17 FNTA CGGBP1 TRIM44 HOXC4 FBXO28 RBMS2 RRAS AZI2 PRKACA PRKACB GTSF1 ATOH8 TUBA1B PPP4C DDOST DNAJC1 RNF31 CFAP57 MTOR CHMP1B FMR1 NRDC LYPLA2 STK4 IL11RA TNKS2 HCST ARRB2 PARS2 SNRPB GPANK1 BAG6 DDX39B NMNAT1 FGFR4 PPIL1 STK10 TFE3 SIPA1 NEDD8 MAPKAPK2 EXTL2 ANAPC15 DDX47 AKT1S1 UGGT2 RPL6 MTPN RLIM THAP10 SLC30A7 DNAJA2 GABRA1 WRAP73 KMT5A TEAD3 NOSIP B3GAT3 PPIG TOMM70 PSMC2 ARL4C CTR9 DNMT1 NFKBID TRAPPC11 APOLD1 PRKAG1 PRKAG2 CTCF SPRY2 ZCRB1 SPTY2D1 ARHGAP1 SHC1 ZNF408 SHC3 PIH1D2 SEC24C ARL5B KRTCAP2 TMEM71 KANSL1 INTS3 C2orf27A PSME2 UQCRH IPO7 TBCC PPME1 ACVR2A EPN1 BTAF1 CKS1B AP1M1 TNF FAM174A ERCC6 LINC01565 CHD2 CCDC174 PAFAH1B2 PIK3R4 GTF3C1 ZNF22-AS1 DLST LRRC49 NF1 CNTROB SMAP2 RGS14 SIRT3 GSPT1 DR1 NIPBL TRPC4AP AACWWCAANK_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/AACWWCAANK_UNKNOWN LIX1L LMO1 STAU1 GABRB2 FGF14 BBX DQX1 CCDC25 SRSF6 PRIM1 ADGRL2 FAM227B HOXC5 BTBD3 METTL26 TBPL1 SMCR8 MRPL50 ANGEL1 NUFIP2 CA11 ZNF189 ESPL1 HCFC1R1 SIX4 MANEAL PA2G4 HSPB6 VCPIP1 LRCH2 MNT HSD11B1 CALR3 HAS2 PRDM1 DCAF17 FGFR1 PPP2R3A CYSLTR1 ACP6 BMPR2 SOX5 SNX1 LMAN2 EPHB3 C8orf86 TBC1D8B OTP ALCAM EHBP1 RPL7 INTS9 C19orf44 RAD51B DMD QTRT2 CLASP1 NDRG2 TMEM160 SREK1 PLAG1 AFF3 TRPC4 ABR LIN7B METTL8 UCKL1 PCDH17 FOXP3 DOCK4 FOXP2 CCDC191 HOXB6 ATL3 BCKDK RAB5C ZCWPW1 TRMT10A PPOX TRMT10B AMMECR1 PROSER3 SLC38A7 RABAC1 JADE1 MAX PBXIP1 GRWD1 TMEM115 NFIL3 PRL IGF2BP3 IMPDH2 R3HDM1 SSBP3 EGR3 OTX1 SNAPC3 SPEF1 CDK9 CLC ZDHHC14 CUTA TOP3A ZNF277 AAMP UQCR10 VPS45 BUB1B PNKD ST3GAL2 DTWD1 IKZF3 ZFHX4 BRD8 LARS1 TNFRSF19 ETV1 TNPO2 MLLT6 NFATC3 EXO1 TMEM245 SHMT2 AKIRIN2 L3MBTL2 HSCB JARID2 ELAVL2 DACH1 TMEM51 MEPCE RPS6KA5 MRPL24 SH2D6 THOC6 RDH10 INVS TMEM51-AS1 RBFOX1 SH3BGRL2 HMBOX1 RCN3 KATNAL1 RDH14 NFIB P300_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/P300_01 SLC9A6 HTN1 SYNCRIP RORC MAP3K4 PICALM PPP1R1B NKX6-2 RARA ZNF395 PTBP2 DDAH2 STAG2 BHLHE41 TWIST1 WNT10A RARG EFNB3 ANKS1B PIK3CD ZHX2 MIDEAS ZBTB18 NME1 NDNF OMA1 ZNF768 BLCAP SUPT6H APH1A EMCN AKAP12 PACC1 HMGCS1 CACNB2 NFKBIA ARF6 BCL2L1 CDK15 EPHB1 GAS2L2 DMD ARAP1 LHX6 MAML3 SUGP2 ANTKMT SLC44A1 KIF3B S100A16 MACO1 ORAI1 ALDH16A1 ESRRG SERPINI1 PYM1 DLX1 KCNQ1DN DMTF1 HEBP1 GRK5 RERE DPP3 PIK3IP1 KCNAB2 ZMAT3 GPLD1 CANX INTS7 FBXL19 PHF21A KCNT2 ZMYM2 NR2F1 SRPK2 LTBR CTBP2 GSE1 CSRNP2 ELMO1 GRM7 SEMA4C ZMYND8 KCNH3 ADAM15 WDFY4 ZBTB9 PML PDRG1 NDUFAF3 STARD13 DGKA MYCL GATB SUMO2 BCL11A PPP3CB PPP3CA MLLT6 CDK17 C14orf119 ING2 SHISA6 JARID2 ARMC6 NLK NPR1 NLGN3 FZD5 ELAVL4 GJB1 ZNF23 GJB2 WNT7B PSMD13 CFAP161 APPL2 ERBIN JADE3 ORAI3 GFRA3 TOR4A CAST TUSC3 BEST2 FGF12 ZIC1 GDNF ZIC3 GATA1 HOXC6 WNT4 WNT3 HOXC4 RBMS2 ACIN1 PRKACB PUM2 TFAP2D PPP4C KMT2A LBX1 CHMP1B TRIM55 MTA2 CA11 VAX1 SIX4 PPP1CB JUNB DDIT4 PIH1D1 SLITRK1 ASCL1 SLITRK5 EMP1 FGFR1 TNFRSF12A TFEB MAP4K2 CCDC88A FBRS CSMD3 CXXC5 ENSA ST8SIA2 C1orf43 PCDHAC2 HOXA2 JUND TMEM47 ZNF800 HBEGF HCN3 BORA GEMIN8 SDF2 GABRA1 FDPS NEUROG1 FURIN FOXP1 SREBF2 POLD4 ZIC4 ARL4C TMEM88 RFX2 PHF23 IKBKB LDOC1 TNRC6A FNBP1L E2F3 NXPH4 PREX1 PRKAG2 FBXL19-AS1 RHOV PHC3 TRIM3 GPC3 GGNBP2 OLFM4 GSN ARHGAP1 SHC1 ZNF408 RTL3 TSC22D3 EBAG9 EPN3 IRAK1 EGR3 CARMIL3 INHA TSPAN6 C2orf27A ZFYVE26 POMP AAMP KRTAP23-1 WNT11 FSHB PNKD DPF3 CKS1B EDEM2 BMERB1 SKAP2 PRDM13 TNFRSF1A MOAP1 PRRG1 SYN1 MPPED2 RASGRP2 CAMK2D CRIM1 CHD4 DALRD3 NFATC1 BAHD1 WDTC1 PLP1 PDCD10 SLC12A4 DPYSL2 RGS14 SIRT3 PNOC KCNN3 ATP8A2 SP6 SMPD3 RETREG1 NFE2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFE2_01 SNCG FHIT VAPA SNCB RABGAP1L SYT2 GCAT PLEC BTK DDX17 GAB2 PIANP BCL7A S100A2 CHRNA2 H1-0 MIR22HG LRRC2 PTPRR NUDT10 NUDT11 SGMS1 PTPRN SCEL DCTN2 DOC2A MNT SMPX LAMC1 PRDM1 HS3ST3B1 DYNC1H1 ALDOA COA3 HOXA11 SLC11A1 ZBTB37 NECAB3 DUSP13 SPATS2 SLC31A1 PPP2R2C MDFI MACO1 WDFY3-AS2 FBXO2 ESRRG GGN EPHA2 ZFAND5 ZNF217 TBC1D10B ASS1 NOTCH4 MAP2 JAZF1 MAP4 RIT1 P2RX6 TLL1 CLCN5 LCTL BACH1 ABCF3 FGF9 MITF BNIP3 SLC26A1 BAG2 ANGPT1 LMOD1 MYB CYTOR USP13 ICAM2 MMP19 CLIC1 ATL1 RBBP7 GTF2B ELMO3 CLC GAPDH BLMH AMBN MAST2 C9orf139 ZC2HC1C SERPINB5 ANKRD22 GADD45G RIN1 LYVE1 GADD45A ABCD1 FHL3 ABHD4 ITM2B LINC00649 CCT6B TMCC1 PDE1B SQSTM1 PPP2CA RB1CC1 BCL3 FBXW11 BAZ2A GNRHR2 PHLDA2 DTNA CAPN6 IL6 TBXAS1 TEX19 NLK HCLS1 IPO11 COL15A1 YIF1A NLGN3 MAPK10 VEZF1 YWHAG EML3 MAPK12 PSMD12 SLC16A6 PSMD11 DRP2 CHN2 TUBA4A TUBA1C TUBA4B TOB1 TTC28 SLC22A18 SLC7A8 FGF11 SEL1L3 FGF12 CALB2 IL10 MMRN2 TBC1D17 IDS PVALB SPRED1 SLC22A18AS SCUBE3 CMAS STMN2 NRN1L LRP1B NRDC LINC02694 SLC25A51 WDR81 PSMA1 RBPMS CST7 TIAL1 HSPB8 PSMA3 HSPA9 COBL SLC38A3 DIAPH1 KCNA2 TINAGL1 ABCA2 SRC AKT1S1 NDRG3 ALS2CL FBXO44 CLASP1 TRAF3 ANGPTL4 CPNE8 MAFF GABARAPL1 CPA6 EEF1A2 TEAD1 ABCB6 TINAG POLD4 HDAC3 RCAN2 CDKN1A ADRA1A FAM184A SHISA6 PHF23 SPTA1 OMG TNRC6A CLSTN3 ZCWPW1 SYNGR1 PLBD2 PAK6 PAK5 SEPTIN9 PKN3 PCP4 NUDCD1 PSMD2 LRRFIP2 SV2B SHC3 ARHGAP8 PLEKHH3 PSMD7 AKT3 RHOG IRAK1 NRIP3 TENM3-AS1 GAST PRR7 PCDH9 CDK9 PADI4 VAT1 VASP EYA3 EIF4G1 RELL2 C2orf27A CAPN12 GLRX5 CA7 ATXN7L2 GAA MDM2 KBTBD8 CNTD1 ZNF830 SNX10 REXO2 GSTP1 ROM1 ST3GAL2 HS3ST2 NDP ANXA7 C1QTNF8 N4BP1 SYN1 LONRF3 HS6ST2 RTN4RL2 VEGFD ENO1 WDFY3 DPH1 TNXB NCDN METAP1D DTX2 MAP1A SCRN1 TTLL7 MEPCE COL5A3 PEX11B ID2 ZNF771 SPEG TMEM151A C11orf87 TBL1X TBL1Y CREB_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB_01 ALS2 RAD51C PNMA3 LDHA LTBP1 CDX4 ADCY8 RUSC1 PDLIM3 RCE1 OGDH CD2AP IRF2BPL RAB24 DHX36 RAB25 CCNA2 PITX2 RUNDC3A WNT10A CTC1 BRAF GEM PTPRU PPARGC1A DEPDC4 DCTN1 ST13 SPAG9 HAS1 CCDC148 TGIF2 CHGB ZIM2 WFDC3 RBP5 ZC3H10 CMSS1 CDK2AP2 DAAM2 ATP6V0C ZBTB37 ARIH1 SULT4A1 CHMP2A RPS29 RIPOR1 MMGT1 XPNPEP3 OSBPL9 MAOA ATG5 YTHDC2 MCAM TSC22D2 SYNGR3 EPHA2 RNF7 PKP4 AREG FGF6 ZBTB21 PNMA6A MITF INTS7 TMEM147 MAP1LC3A RAB6A HHIP ZMYM2 MRM3 ABCE1 ADNP DGUOK FOSB NDUFA10 CDS1 ZNF335 SENP2 TRAP1 RPL41 SEMA4C GNB4 ORMDL2 MAP3K13 TMEM59L THOC1 YWHAZ RPRD1A ZBTB11 CREM TH TMUB2 ZNF367 GPM6B MLF2 PFAS ZNF687 CYLD PCSK1 NUP214 RUSC1-AS1 PACRGL PER1 SNAP25 SPATA7 FOXD3 GPBP1 ELAVL1 MAPK10 STAT3 SDHB TEX14 DUSP1 C12orf66 ADAP1 BNIP3L RBM18 NUBPL KCNF1 USP48 NEUROD6 CALM2 ZMYND15 TP53INP2 ABHD16A SIK1 RIPK4 MBIP CBX8 NR2E1 RALGAPA1P1 LGR5 ZNF184 TMEM39A DDX28 SLC25A25 ELOVL5 RBMS2 GNL1 ZNF576 SCAMP5 ZNF593 CHMP1B GLOD4 NCALD RELB MRGPRF EEF2 RBKS TIPRL NUP42 ELL2 ZNF516-DT CHPF FAM131A SLC38A1 DNTTIP1 XRN2 TNFAIP1 MYL6 KYAT1 ADNP2 ANAPC10 KCNA5 AFF4 AKIRIN1 RCAN1 CYSTM1 PRR3 JUND SARNP NOC4L H4C5 SLC35F5 ATL2 TRAF4 PARD6A MAFF UCN PHACTR3 IFT20 EPB41 SYT11 NR4A2 LMCD1 MRRF HSP90AB1 SUV39H2 SREBF2 KCTD8 PLK4 ATF3 DUS2 DIO2 CXCL16 PNRC1 IKBKB GLI1 ZFAND2B SST DDX51 SGIP1 CLDN7 RAI1 CLSTN3 CLDN6 VGF C1orf35 ASPHD1 THADA CDC42 CCN4 OSR1 PAK1 HDX NOL4 SRRM4 TUBB2B G3BP2 MBNL2 UBE2H PDP1 HOXC10 DNAJC27 UMPS ZFYVE27 SEZ6L2 TSPAN7 PPP1R15A PEG3 PPP2R2A IRX4 ING4 NUP98 IRX6 HS3ST2 PPM1A FAM174A GPR3 NDUFB2 DDX19A PLCD3 CAMK2D PAFAH1B1 APPBP2 C11orf1 GTF3C1 SCG2 MAF FLT1 HS3ST3A1 NF1 CNTROB AHI1 CENPE VPS37B AVPI1 RNF44 ARL4D ID1 PRELID1 SLC18A2 CRH BABAM2 TBC1D32 C11orf87 SIDT2 CREBP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREBP1_01 KCNC1 STARD13 LINC00671 FGF14 LAMP5 LMO4 STK35 TNFSF13 SYT6 MBIP PRKG1 CHIC2 SERPINE2 RBMS2 RAB24 PELI2 UNC5C NEGR1 MAP2K6 ANKRD40 MIR22HG SH2B3 CRTAC1 MECP2 PDXP BSN EEF2 ZNF711 ARID1B PREX2 WEE1 WDR81 GABRR2 PTHLH PRDM8 EP300 NRSN1 NAA60 CADM1 TSC22D1 AHNAK DENND4A CLCN1 MED12L GRHL1 TFEB ZNF638 CDK2AP2 OTP FBXW7 ALB DMD MID1IP1 SARNP RHOBTB2 CLASP1 FBXO3 FKRP IL1RAPL1 GABARAPL2 HERPUD1 MACO1 AKTIP EPB41 SYT11 OSBPL6 MAP2K3 CELF2 AK3 TREX1 SREBF2 FNBP1 ATF3 ARHGAP44 RGS6 HIVEP3 CIART NDST3 GNPNAT1 ZBTB21 CLSTN1 TNS2 SPRY4 MCTP1 NTN5 CDC42 AP1S2 TRIM8 ZFYVE9 RASL10B YRDC NFIL3 WDR47 AMY2A TSC22D3 IMPDH1 IP6K2 ERGIC1 RABL6 IRAK1 POGZ TUBB2B MPP2 ZDHHC5 MPP5 ADNP MPP6 MBNL2 TSPYL2 IRF2BP1 ARRDC3 PDP1 KLF9 ADRB2 G6PC EYA1 NREP ORMDL2 INPP4A JMJD1C TSPAN7 PRNP ZBTB14 EPN2 CAPS LINC00472 MREG ABHD8 USP2 MKNK2 TMUB2 IKZF2 RCC2 IL34 SEC14L3 ZSCAN20 ZNF687 PMEPA1 PCSK2 UBR5 SUMO1 NR1D1 HRH3 GPM6A LRRTM3 NPTX2 FAM76A DAGLA BCL11A PER2 HS6ST2 BCL6 TAGLN3 C11orf1 ETV5 ETV4 CRIM1 WNT8B CD40LG ERF TBX6 ANO1 BMT2 COL15A1 CREB5 DGKI ELAVL4 RPS6KA6 RPS6KA3 YWHAG CNTF RPL23 LARGE1 CSNK1E PRELID1 SULF1 ID4 C1orf122 NEUROD6 CALM2 CALM1 RNF145 TOB1 CREBP1CJUN_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREBP1CJUN_01 ALS2 RAD51C PNMA3 LDHA LTBP1 ADCY8 CDX4 RUSC1 PDLIM3 SYNCRIP RCE1 OGDH CD2AP IRF2BPL DHX36 RAB25 CCNA2 PITX2 RUNDC3A STAG1 WNT10A CTC1 BRAF ZHX2 GEM PTPRU PPARGC1A DEPDC4 DCTN1 ST13 SPAG9 INO80 HAS1 CCDC148 YME1L1 TGIF2 CHGB ZIM2 WFDC3 RBP5 CLCN3 ZC3H10 CMSS1 DAAM2 ATP6V0C HCRTR2 ARIH1 SULT4A1 ZBTB37 RPS29 RIPOR1 TRPC1 MMGT1 XPNPEP3 OSBPL9 MAOA ATG5 YTHDC2 MCAM TSC22D2 EPHA2 SYNGR3 RNF7 PKP4 AREG FGF6 MITF PNMA6A INTS7 TMEM147 MAP1LC3A HHIP MRM3 ZMYM2 ABCE1 LENG9 CDS1 NDUFA10 ZNF335 SENP2 TRAP1 AMER2 RPL41 SEMA4C DENND5A GNB4 MAP3K13 TMEM59L THOC1 YWHAZ RPRD1A CREM ZBTB11 TH ZNF367 GPM6B MLF2 PFAS CYLD PCSK1 NUP214 PACRGL RUSC1-AS1 PER1 ETV6 SNAP25 SPATA7 FOXD3 GPBP1 ELAVL1 MAPK10 STAT3 SDHB TEX14 DUSP1 C12orf66 ADAP1 BNIP3L RBM18 NUBPL KCNF1 USP48 NEUROD6 TP53INP2 ZMYND15 ABHD16A LMBRD1 SIK1 CBX8 RALGAPA1P1 NR2E1 LGR5 ZNF184 TMEM39A DDX28 ELOVL5 SLC25A25 CMTR1 GNL1 ZNF576 SCAMP5 ZNF593 CHMP1B NCALD GLOD4 MADD RELB MRGPRF EEF2 RBKS TIPRL NUP42 ELL2 NCAM1 ZNF516-DT CHPF FAM131A DNTTIP1 SLC38A1 TNFAIP1 MYL6 KYAT1 ADNP2 ANAPC10 KCNA5 AFF4 AKIRIN1 RCAN1 CYSTM1 PRR3 JUND H4C5 NOC4L TRAF4 ATL2 PARD6A MAFF CSTF3 UCN PHACTR3 IFT20 EPB41 SYT11 LMCD1 NR4A2 MRRF HSP90AB1 SUV39H2 KCTD8 DUS2 SLC7A3 DIO2 CXCL16 PNRC1 HOXB9 ZFAND2B IKBKB GLI1 SST DDX51 SGIP1 CLDN7 RAI1 CLSTN3 CLDN6 VGF ASPHD1 C1orf35 THADA CCN4 OSR1 SEC24C HDX PHC1 EGR1 NOL4 SRRM4 G3BP2 MBNL2 UBE2H PDP1 HOXC10 DNAJC27 UMPS ZFYVE27 SEZ6L2 TSPAN7 PPP1R15A PPP2R2A PEG3 IRX4 ING4 NUP98 IRX6 HS3ST2 PPM1A FAM174A GPR3 NDUFB2 DDX19A CAMK2D PLCD3 PAFAH1B1 GTF3C1 SCG2 MAF FLT1 B3GALT2 HS3ST3A1 NF1 AHI1 CENPE VPS37B AVPI1 RNF44 ARL4D SP1 ID1 BABAM2 CRH SLC18A2 TBC1D32 C11orf87 EBF1 SOX5_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SOX5_01 C5orf64 FST FSTL1 MXI1 INO80D CTNNB1 MYOT PELI2 RARB PITX1 STAG2 TWIST1 ATRNL1 RREB1 KDM5A PIM1 FANCB PREX2 MARK1 FAM53B SPAG9 ZBTB18 TACSTD2 ARMCX6 LRCH2 NDNF MAPK3 KRT14 HSD11B1 STC1 AMFR DENND4A EMCN GRHL2 PTCH1 ERBB4 EPHB3 EPHB1 HESX1 EPHB6 MAML3 TCF4 PPP2R2B NECAP1 SREK1 NTF3 ESRRG C21orf91 EN2 RALYL DDX6 SEMA6A DLX1 SEMA6C H3-3B DHX40 FCGBP TCF12 RERE TBL1XR1 NRP1 ZNF385B ZBTB22 FGF9 CPEB4 HEPACAM2 PHF21A KANK1 ANGPT1 HHIP FOXB1 SEMA3A ZFYVE1 TUBB4A VSIG1 FMNL3 RBBP4 CCNJ MGAT4C TP53 EXOSC2 LYZ CSRNP2 CDR2L INHBA YPEL4 ZNF362 ANKRD28 ZBTB8OS MOSPD2 USP25 BPTF EVA1C TPI1P2 ZNF646 ZNF365 PCSK2 SOGA1 LINC00649 LRRTM3 BCL11A ZBED6CL HBP1 TLX3 MLLT6 HTR3B USP32 PRSS12 APBA1 DTNA HAPLN2 ZC4H2 NASP PDZRN4 B3GLCT ELAVL2 ELAVL4 PRPF18 TTC17 LIM2 DUSP5 RPL23 MAPK14 BNC2 G2E3 RASSF2 LRRN1 KIF20B ZBTB2 VPS37A NMBR TOB1 DUSP6 RSPH9 SLITRK2 KERA LMO3 SKIDA1 LMO4 PRICKLE3 RBFOX2 CNOT7 ZIC2 EIF4EBP2 CLIP2 ANK2 ANK3 HOXC4 PUM1 MIR137HG KAT6A SATB2 TRERF1 TNKS2 NCAM1 HHEX ROGDI ZMYM2 TIAL1 TFAP2B NFE2L2 KLHL41 ARFGEF1 FBXO11 FGFR2 MYL3 SOX2 SOX5 PAG1 SOX6 NR2C2 MIR503HG HOXA2 EHBP1 TFDP2 HOXA9 AUTS2 RHOBTB1 CHM NOVA1 TUG1 VAV3 DENND2C SESTD1 MRC2 NR4A1 CASC2 FOXP2 SALL3 OTUB1 HOXB5 CPNE1 SLC13A1 RFX3 MYLK E2F1 FOSL2 RHOV ARHGAP15 CBFA2T2 GPC4 ZFYVE19 FAM117B RHOB POU4F1 PAK1 PLCB1 NFIL3 TSC22D3 DLG2 WNK1 TRPM6 CAMK1G LDB1 RELT SPEF1 G3BP2 PCDH7 SERINC3 RBMXL2 PURA EML4 ATP6V1A PPM1D DHRS3 ADRB2 GLRX5 WRAP53 RBM47 COMMD3 KLHL13 ACVR2A UCK2 ZADH2 WASL DNAJC17 JAM3 MORC4 NANOS1 HS3ST1 PPP3R2 DEUP1 FICD PPM1B UBR5 PRDM12 ALDH1A2 SKAP1 SLC35B1 NPTX2 MPPED2 ZNF668 POU3F4 MSI2 RFTN2 TNPO3 MAF BMT2 ISL1 COL4A6 COL4A5 ID1 NIPBL EBF1 RCN1 NFIA NFIB SPTAN1 E4BP4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E4BP4_01 STARD13 SIDT1 IL6ST LAMP5 PRKG1 SRSF6 IFNG RAB24 PELI2 OGT FOXO3 MAP2K6 MIR22HG MECP2 ZHX2 BSN PREX2 NCKAP5 PRDM8 NRSN1 TMEM185A AC141586.1 VGLL4 TSC22D1 SH3GL2 AGO3 PNMA1 CLCN1 DENND4A GRHL1 MED12L KCNJ1 NECTIN1 DMD SAT1 HOXA10 FBXO3 IL1RAPL1 PDZD8 AKTIP MACO1 OSBPL6 MAP2K3 ESRRG DDX5 ECM2 FNBP1 RGS6 MAP4 H3-3A CLCN5 JPH3 ZBTB21 AP1S2 SLC24A2 WDR47 H2BU1 POGZ ZDHHC5 ADNP ARRDC3 ZDHHC14 ATXN1 C22orf31 TAF15 ORMDL2 SCML4 MIOX RAB3C FUT9 ZBTB7A ABHD8 EPHX4 FBXW4 USP2 PPFIA1 IKZF2 SEC14L3 ZNF687 PCSK2 SUMO1 TMCC1 GPM6A NR1D1 SPATA2 TAGLN3 PRKAA2 ACSL4 ETV5 ETV4 TBX6 COL15A1 DGKI PCK2 ELAVL4 YWHAG RPS6KA3 CNTF LARGE1 CSNK1E TUBA1A NEUROD6 PGK1 CALM2 CALM1 FGF14 SEL1L3 TNFSF13 RBFOX2 RGL1 HOXC6 CHIC2 TMEM215 HOXC4 VEGFA UNC5C ELOVL6 ATOH7 LGALSL NEGR1 SH2B3 LRP1B PDXP EEF2 ZNF711 ARID1B YTHDF3 WEE1 WDR81 PTHLH EP300 CDKL1 NAA60 AHNAK TFEB ENSA ARNT FBXW7 CEPT1 HOXA4 RHOBTB2 SARNP ANGPTL1 CLASP1 HSPE1 NYX DNAJA2 GABARAPL2 HERPUD1 NIN EPB41 SYT11 AK3 SREBF2 NMT2 ATF3 PRICKLE1 HIVEP3 KRTAP19-5 TMEM154 HSPD1 XPO7 CIART NDST3 KDM6A UCHL1 CLSTN1 NRGN RAI2 TNS2 ELMOD1 CDC42 OLFM4 RASL10B H2AW CALCRL POLG2 NFIL3 PLCB1 IMPDH1 TSC22D3 ERGIC1 RABL6 MPP2 MPP5 CDK8 PIP4K2B MPP6 IRF2BP1 ADRB2 NREP JMJD1C INPP4A PRNP FAIM2 ZBTB14 EPN2 LINC00472 MREG CEP95 IL34 ALDH3A1 PMEPA1 UBR5 ALDH1A1 C1QTNF7 NPTX1 CDYL HRH3 PIK3R1 CRIM1 ERF ANO1 TMC3 LGSN SMAP2 CREB5 PRELID1 NIPBL SULF1 RSKR TMEM126B RNF145 NFKAPPAB65_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFKAPPAB65_01 ATP1B1 FAM117A IL6ST CYP2D6 HNRNPR AMOTL1 PAN2 BDNF SIN3A MAP3K8 ILK GNG4 FOXS1 WNT10A WNT10B MIDEAS ZFHX3 RPS19 RND1 MSX1 LRCH1 MAPK6 IFNB1 CXCR5 APPL1 MADCAM1 BLCAP CLCN1 CLCN2 NFKBIB NFKBIA KY KRT23 IL17C PFN1 CD69 TSEN54 IL1RAPL1 SLC44A1 TRPC4 ZEB1 RNF43 ORAI1 MAML2 PCDH10 PCDH12 SLAMF8 COL16A1 MLLT11 LAMA1 GNGT2 FAM43B BCL6B GRK5 RANBP10 PRRT2 MITF NFKB2 PTGES NR2F2 COL11A2 FGF1 COQ8B SUCO KCNT2 ICAM1 ARHGEF2 RAP2C ZDHHC8 FLOT1 TP53 CACNG3 EIF4A2 ASH1L C1QL1 RIN2 CDC42SE1 GADD45B CLOCK MAP3K11 STX19 MIA TSNAXIP1 YWHAZ FUT7 HSD3B7 STX4 ABI3 EHF G3BP1 STAT6 PCSK2 CYLD GPM6A CALCOCO1 BCL3 TCEA2 TLX3 MLLT6 BAZ2B HTR3B TLX1 TUT1 UPF2 GPBP1 NLK VEZF1 BIRC3 RPS6KA4 SLC16A6 RASSF2 YWHAQ ZMYND15 TJAP1 LIX1L FGF17 MMP9 TNFSF15 LINC01138 EIF5A IL13 ITPKC FGF12 CXCL11 MOB3C TNFSF18 CXCL10 TRIM47 WNT4 TBC1D17 GATA4 CTDSP1 RRAS KAT7 S1PR2 RBMS1 CASKIN2 SH2B3 PLXNB1 IL27 RELB DCLK1 SIX5 ACTN3 SIX4 TATDN1 PTHLH GDPD5 TIAL1 BMP2K ASCL3 HSP90B1 TSPEAR SOX3 TFE3 SOX5 KRT36 CCL5 GREM1 UBE2D3 AKT1S1 BMF TRAF4 CSF1R RFX5 SLC6A12 WRN CCM2L DOCK4 UACA CXCL16 ZIC4 HIVEP1 NFKBID DAP3 IER3 E2F3 NXPH4 IER5 CLDN5 ALG6 SDC4 YY1AP1 PCBP4 CSF2RB TNIP1 LTB PURG SOX10 PARP8 AAMDC CDK6 UBE2I UBE2H MSC KANSL1L EIF4G1 DDR1 TNFRSF9 CD86 WRAP53 ERN1 UBD CTDSPL2 PNKD NDUFB9 CD40 CCDC107 TRIB2 SEC63 PRDM12 TNFRSF1B ACAN REL RASGRP4 POU2F3 FTHL17 RRP8 SMOC1 NFAT5 ENO3 CHD6 CHD4 ZDHHC24 MIR17HG KLK9 SLC12A2 CREB1 RSF1 CD70 SIRT2 TP63 TSLP KCNN2 DSC2 SP6 EBF1 PPP1R13B JAK3 CUEDC1 SMPD3 CREL_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREL_01 FAM117A CYP2D6 HNRNPR PAN2 AMOTL1 SIN3A CCN2 MAP3K8 ZFAND3 GNG4 FOXS1 WNT10A WNT10B STC2 LRRC1 MIDEAS ZFHX3 MSX1 RPS19 LRCH1 MAPK6 IFNB1 CXCR5 APPL1 MADCAM1 BLCAP CLCN2 NFKBIA KY RIMS2 CD74 IL17C PFN1 CD69 TSEN54 IL1RAPL1 SLC44A1 CNKSR1 ZEB1 RNF43 ORAI1 PCDH10 MAML2 PCDH12 S100A10 SLAMF8 HGF SMYD2 COL16A1 MLLT11 LAMA1 GNGT2 FAM43B BCL6B MAP4 GRK5 ZSCAN29 RANBP10 PRRT2 MITF NFKB2 PTGES NR2F2 COL11A2 FGF1 COQ8B ICAM1 ARHGEF2 RAP2C ZDHHC8 FLOT1 TP53 CACNG3 POGK EIF4A2 RIN2 C1QL1 CDC42SE1 GADD45B CLOCK STX19 TSNAXIP1 MIA YWHAZ FUT7 STX4 ABI3 IKZF3 EHF G3BP1 PCSK2 STAT6 CYLD CCL20 GPM6A SOS1 CALCOCO1 ETV1 BCL3 TCEA2 TLX3 MLLT6 BAZ2B HTR3B APBA1 TLX1 TUT1 UPF2 GPBP1 NLK VEZF1 ELAVL4 BIRC3 RAPH1 RPS6KA4 SLC16A6 RAB34 RASSF2 YWHAQ ZBTB5 DUSP6 LIX1L AP1G2 MMP9 TNFSF15 LINC01138 EIF5A IL13 ITPKC FGF12 CXCL11 MOB3C TNFSF18 CXCL10 TRIM47 WNT4 TBC1D17 OLIG3 GATA4 CTDSP1 RRAS KAT7 S1PR2 RBMS1 CASKIN1 CASKIN2 ZNF593 SH2B3 PLXNB1 IL27 TAZ RELB IGDCC3 ACTN1 DCLK1 SIX5 ACTN3 SIX4 TATDN1 TACC1 HCST GDPD5 TIAL1 BMP2K SPTB TSPEAR SOX3 TFE3 SOX5 KRT36 CCL5 GREM1 UBE2D3 AKT1S1 ARPC2 SLC30A3 TRAF4 CSF1R RFX5 SLC6A12 RPL23A WRN CCM2L DOCK4 ZIC4 HIVEP1 TMEM88 NFKBID IER3 E2F3 IER5 NXPH4 CDC14A CLDN5 ALG6 SDC4 ARHGAP5 PCBP4 CSF2RB TNIP1 LTB AKT2 PURG SOX10 TUBGCP4 PARP8 CDK6 UBE2H MSC KANSL1L EIF4G1 DDR1 TNFRSF9 CD86 WRAP53 ERN1 UBD CTDSPL2 PNKD NDUFB9 CCDC107 TCF7L2 SEC63 TRIB2 TPM3 PRDM12 TNFRSF1B ACAN REL RASGRP4 FTHL17 POU2F3 SMOC1 NFAT5 ENO3 EHD1 PIK3R3 CHD6 CHD4 GNAO1 MIR17HG IL2RA ZDHHC24 KLK9 SLC12A2 CREB1 CYB5A CD70 TP63 TSLP MED13 KCNN2 PPP1R13B EBF1 JAK3 CUEDC1 SMPD3 AACYNNNNTTCCS_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/AACYNNNNTTCCS_UNKNOWN BTRC PRPF19 DCAF1 CCDC25 PRIM1 CUL2 DDX23 DDX25 PUS3 IFRD2 DDAH2 MRPL34 RPS27A MIR137HG CCDC150 ENOX2 NUDT13 SKP2 CLHC1 VPS41 ARNTL HES1 CCDC6 SMARCAL1 NRDE2 PCGF6 MDH1 FAM219A CASZ1 COX7B ARF6 LAMTOR2 HOXA5 RAD51B CDC40 PSENEN SREBF1 RPL23A U2AF1L4 ATF5 DLX1 PSMC4 NUP62 PHF23 FCSK ADAM22 IFTAP PHF6 RANBP10 PNPLA6 WASF1 PAX6 IL4I1 CCDC90B SAP30 CRTC2 UBQLN4 VAC14 NOS3 USPL1 KPNB1 ARHGAP9 SGF29 KLHL20 MPP2 OTX2 SPEF1 POLR1A POLR1B PURA NUCB1 AAMP NRK KBTBD8 PNKD TSNAXIP1 PTCD3 B3GALNT2 FOXO4 BRD8 GATB DNAI1 TMEM33 C1QTNF1 FEZF2 ETV6 TRIP10 MARS1 TBX6 NUP153 ZNF454 JARID2 IMMT POC1A MPI INVS GSK3A BABAM1 MED24 OGG1 CLPB NFKAPPAB_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFKAPPAB_01 ATP1B1 FAM117A EDN2 INO80D PAN2 BDNF SIN3A CCN2 GRIN2D MAP3K8 FOXS1 GNG4 WNT10A WNT10B STC2 LIG1 MIDEAS SUN2 MSX1 RND1 LRCH1 IFNB1 CXCR5 ZNF384 HSD11B2 APPL1 MADCAM1 VSX2 CLCN1 NFKBIB HOXA11 ZNF232 KY RIMS2 SLC11A2 TAL1 PFN1 IL23A ADGRB2 IL1RAPL1 SLC44A1 ORAI1 TASL MAML2 IL1RN SLAMF8 COL16A1 SHOX2 LAMA1 ARHGAP44 BCL6B GRK5 ZSCAN29 PLAU SOBP BCKDK RBM14 IL27RA IL4I1 NFKB2 AP1S2 CTAGE4 FBXL12 XKR8 FGF1 NR2F2 COL11A2 KCNT2 AGPAT1 ICAM1 RAP2C TP53 GNB1 NOD2 ASH1L RIN2 C1QL1 CBX2 GADD45B KCNH3 MED1 ABHD8 CXCL5 FUT7 HSD3B7 ZBTB11 ZBTB9 CXCL2 CXCL9 EHF CXCL6 SEC14L2 PCSK2 G3BP1 STAT6 CFAP69 CYLD ZFP36L2 GPHN CALCOCO1 BCL3 TCEA2 ETV6 TLX1 FLRT1 GPBP1 JARID2 NLK AZIN1 VEZF1 BIRC3 P2RY10 RPS6KA4 BNC2 ZBTB5 ZMYND15 TJAP1 LIX1L GABRB1 MMP9 FGF17 LINC01138 TNFSF15 IL13 EIF5A CXCL11 MOB3C TNFSF18 CXCL10 TRIM47 ATOH1 GATA4 RRAS S1PR2 EBI3 IL1A RBMS1 ANKFN1 SH2B3 IL27 RELB NUFIP2 TAZ IGDCC3 ACTN1 DCLK1 ACTN3 HCST GDPD5 BMP2K CPD HSP90B1 SPTB ASCL3 TSPEAR SOX5 MAP4K2 ITGB4 CCL5 GREM1 SESN2 KCNS3 UBE2D3 ZNF821 ARPC2 EGF BMF TRAF4 SLC6A12 BFSP1 NTN1 UACA SALL1 CXCL16 HIVEP1 HOXB9 NFKBID DAP3 PRX IER5 OPCML CDC14A STON2 ALG6 SDC4 KRTAP13-1 ARHGAP5 YY1AP1 GGNBP2 PCBP4 MSN ARHGAP8 LTB TNIP1 LTA SOX10 NOL4 TUBGCP4 FOXJ2 PARP8 AAMDC CDK6 UBE2I UBE2H MSC KANSL1L SMC6 TNFRSF9 DDR1 CD83 WRAP53 TIFA ERN1 UBD PNKD PTMS TNF HCFC1 CD40 CCDC107 TRIB2 VCAM1 PRDM12 TNFRSF1B ACAN SMOC1 FTHL17 NFAT5 ENO3 CHD6 GEN1 CHD4 ZSWIM9 MAG MIR17HG KLK9 IL2RA GNAO1 SLC12A2 CREB1 UBE4B NIBAN1 RSF1 CYB5A SAMSN1 RALGDS CD70 TP63 TSLP KCNN3 NIPBL IRF1 SP6 JAK3 SMPD3 NMYC_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NMYC_01 ADCY3 DLC1 HMGN2 SLC9A5 DCUN1D4 U2AF2 PHF20 ZFP91 WWP2 SEMA7A RIDA LIN28A KCNK5 FOXO3 TMED10 BCL7C PRMT1 GTPBP1 RCOR2 RXRB BARHL1 LIG3 ZHX2 GRIN2A RAD9A KLHL28 LRRC59 NOP56 PPARGC1B SCYL1 INO80 MNT ZZZ3 SRP72 ENPP6 ADSS2 ST6GAL1 CLCN2 LMNB1 PFKFB3 TET2 TRMT2A PABPC4 AKAP10 ARF6 SFXN2 ATP6V0B PPAT YBX1 PLAGL1 PFN1 AEN ADGRB2 GCSH TXLNG PABPC1 LHX9 IL1RAPL1 NKX2-2 PLAG1 GIT1 DNMT3A GPD1 RNF43 CELF1 RSPO2 ALDH18A1 EN2 DCHS1 OSR1 DLX1 CCDC191 PLA2G4A ASS1 HPCA RAB2A GRK6 MAP7 FGF6 SLC20A1 GJA1 WBP2 MTHFD1 ATAD3A ATAD3B CAMKV SEMA3F CHST11 HHIP ANGPT2 JPH1 HYAL2 CTBP2 ADAM10 LPCAT4 TLE3 KIAA0586 ARRDC3 DERL3 RBBP6 MXD4 ZNF296 POGK PSEN2 GADD45G SH3KBP1 FKBP10 GADD45B MIA2 PDIA2 CA14 USP2 COL2A1 RPUSD4 ESYT1 MYCL NR1D1 FAM214B BCL2 ETV1 HBP1 RPIA USP34 SYNRG PDK2 VWA2 ZNF565 IPO13 ARMC6 POGLUT1 L1CAM SGTB STAT3 POLR3E NRAS DUSP4 RAB30 RPL22 C12orf66 NEUROD2 UBA1 PES1 NEUROD6 NR5A1 E2F8 ZMYM6 GNA13 SEPTIN3 EIF3J SNCAIP C17orf102 RBM3 FGF11 IQGAP2 TOP1 MFHAS1 APOA5 TIMM9 ELOVL6 KAT6A SCRT2 CNST STMN4 CMTM8 SLC25A33 SOCS5 WEE1 CCDC6 RCL1 RHBDD3 PA2G4 TIAL1 VPS50 BMP2K TESK2 MGME1 HSPA9 XRN2 SLC38A5 MAPKAPK3 COPS7A SPINK5 ABCA1 G6PC3 NPM1 TEF PCDHA10 HSPE1 POLR3A RUNX2 MON1A B4GALT2 EPB41 DCTPP1 EIF4B BATF3 DNAJB9 HOXB7 TAFA4 HSPD1 CACNA1D CIART EEF1AKNMT VARS2 CDC14A ABHD17B PRDX4 FBXL19-AS1 KLF10 VGF ASPHD1 MAX JADE1 MCM8 ARHGAP20 GPC3 UBR4 HMOX1 TOGARAM1 VPS16 IGF2BP1 ALX4 SLC43A1 CTIF ZCCHC7 NDUFS1 NXPH1 RAMP2 C9orf85 MAEL SOX12 PRR7 PRKCG NRXN1 FOXJ3 SEZ6L PRKCE KRTCAP2 KANSL1L EIF4G1 LAP3 PANK3 HOXC13 IPO4 CHRM1 ATXN7L2 KDM3A SC5D FHOD1 CTSF ADAMTS17 KLF11 FKBP5 NEFM MINK1 TIMM10 ATP5MC1 TPM2 ADPRHL1 ANXA6 UBXN1 HRH3 RNF128 SYBU RTN4RL2 POU3F1 GPS1 NUP153 CEBPB B3GALT2 HS3ST3A1 FLT3 SLC12A5 BEND4 AMPD2 FBL UTP18 RPL13A SCFD2 SLC17A2 MYOGNF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYOGNF1_01 TUSC2 MTSS1 PGF LMO3 BRSK1 IER5L IKZF2 FBRS ESM1 B2M CCN3 FOXI2 MYCL KMT2E HOXA3 ITGB8 HOXA6 BCL11A TGM4 IL13RA1 IL1RAPL1 BMF APLN STRIP1 FGF4 KLF7 ZNF593 GPR119 ROCK2 FER1L6-AS1 ACACA IGSF22 GBA2 EPHA7 GNGT2 FBLN2 HOXD3 HOXB6 NEUROD2 TFAP2A PPM1L DNAJB4 PTCHD1 SEZ6 NSD1 EMP1 NFIA MYLK COMP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/COMP1_01 LMO1 FGF10 WNK4 ZIC1 NR2E1 SRSF6 HOXC6 FLI1 HOXC4 PLA1A LGI1 INTS12 MIR137HG YARS1 FUT11 NAV3 PROX1 PRDM8 NCAM1 INO80 HTR7 MAPK9 COL1A1 EXT1 GRAP2 SLC2A12 HMGB1 SRSF8 ERBB4 NSG2 SERPINH1 OTP HOXA2 MEIS2 NUMB HOXA10 GNAT1 MMGT1 KLF7 NR4A3 FOXP2 SALL3 DLX1 TSC1 EBF2 ZIC4 DLX5 SALL1 KCTD15 TCF12 PHF6 SLC5A3 NDST4 MITF DACT3 DAXX SPINK5 SPRY4 SLC1A3 GTF2A1 MACIR ANGPT1 DHCR24 ZNF281 MPP2 RING1 TLE4 CDK6 CACNG3 MBNL2 INHA MBNL1 IGSF22 AMBN EYA1 ZC2HC1C ZMYND8 TOM1 GNB4 WNT9A FKBP11 DENND4C EDA RAB3C HSD3B7 CALD1 CTNND2 PCLAF NFYB EHF TCF7L2 SETD2 STARD13 HIC2 C2orf16 PLEKHA7 NR1D1 PDE1B MPPED2 ILF3-DT FEZF2 DCX PLPP1 SKA2 GSTCD NLK IGF1 DLG2 ELAVL2 ILF3 CREB5 GRIA3 COL4A6 CPT1A COL4A5 GRHL3 C12orf50 NFIB HEN1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/HEN1_02 TECPR1 CCDC106 MEGF10 RAB1A IRF2BPL GNG8 ZFP91 GRIN2D KLK3 ANKRD42 CREB3L1 PPTC7 OGFOD2 RAB27A PHOX2A F11R ROCK1 OLFML2A PRPF38B ATP13A1 TGIF1 MGAT1 MYO18B ZBTB18 SPAG6 ZNF384 TMEM79 VSX2 DOC2B ADAMTS2 CACNB2 ZNF232 BCL2L2 CDK15 DAAM1 ASB16 MYT1 RIMS1 ZNF513 SLC29A4 TCF4 CDC42EP3 SLC44A1 PLAGL2 BMP4 UNC119 KMT2A KLF8 CELF1 ESRRG LYPD1 ARFIP2 PNCK MLLT11 KCNQ1DN BCL6B C5orf38 SOBP TSHZ3 LZTS2 LINC02875 CCNE2 ZBTB16 TIMM10B SLC44A2 MYC PCGF1 TXNDC12 KCNMA1 HYAL2 PTGDS OSBPL10 CDC42SE1 MOSPD1 ADAM15 ARL4A ENKD1 PHLDB1 HSD3B7 USP5 ABTB2 FNDC5 GALNT10 PEG10 MRPL14 SPATC1L CALCOCO1 BCL9L RPIA ETV5 BCAS4 BAZ2A ZMYM4 CAPN5 TBX3 LRRN3 IGF1 NLGN3 CYP4V2 STAT3 SOST NEUROD2 CALM3 DUSP7 CALM2 LRP5 SLC22A17 SEPTIN3 PDGFB CBX4 JAG1 CBX6 GIPC1 KLHL1 TRIM46 PRKACG ANK2 SMG5 GSTT4 PRKACA ZNF574 GPD1L STMN2 RELA CLINT1 DLL3 MRGPRF SIX5 TRERF1 RTL9 CHPF SMARCA5 GABBR2 BRSK2 FAM131A ASB2 MFAP4 VAMP1 PLXNC1 EDC4 PTK7 RBX1 PPP1R16B UBE2D3 CRB1 CHMP4B JOSD1 ABCB9 NR4A2 NR4A3 DOCK4 PRICKLE1 HOXB8 C11orf52 NEDD4 HOXB5 C6orf62 E2F1 SULT2B1 CBFA2T3 FES LSR JADE1 ARHGAP5 GGNBP2 RASL10B LOXL4 NRG1 APLN LOXL1 IMPDH1 ALX3 NOL4 SOX14 TEX35 PARP8 TMEM8B KRTCAP2 CDK2 PURA EIF4G1 EIF4G2 FAM13B PSME1 VPS45 PTCHD1 DPF3 HS3ST4 SHCBP1L ENO3 CHD4 BAHD1 NDUFA4 SPACA6 PLPP7 MAP1A AMPD2 SPEG KCNN2 POFUT1 YY1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/YY1_01 MLIP FAM117A SCN3A CCSER2 PPP2R5C SYNCRIP RAB1B WTAP CCDC25 RAB1A HOXD10 ZFP91 ACTG2 EPC1 CDH20 GRIN2B GBF1 ZNF747 LUC7L2 BEX3 TLK2 DDAH1 STRIP1 STAG1 PHOX2B CD3E CABCOCO1 DPAGT1 TAOK2 LUC7L3 SRSF3 SRSF2 PCF11 PCYT2 CCR3 ZZZ3 EPS8L1 ZNF41 FUS GNAI2 DUSP10 CACNB2 CHCHD7 ATP6V0B TAL2 PFN2 CD68 IL17B TTLL11 TCF4 PPP2R2B LHX9 PLAG1 RNF43 EN1 DDX6 DLX1 YPEL3 TCTA PRR34 DNASE2B RGSL1 SOBP OPRM1 IST1 C16orf72 ANKRD17 ZNF654 KCNT2 DYNC2I2 CCN1 ZNF644 ZNF547 SLC25A4 INPPL1 ADNP TLE3 DIDO1 PTBP3 ADK ASH1L ATP10B SRGAP2 SCML4 ECEL1 BPTF CREM C5 FHL3 ZNF646 KIT ZNF687 NETO1 CSDE1 CHM ARMCX3 POPDC2 RPIA FBXW11 SNAP25 FLRT3 GPBP1 MYF5 PDZRN4 PHF12 YWHAE SELENOT SGTB NRAS BNC2 RAB22A NLN PBX3 CDH10 DUSP7 GFRA3 CAST MAP3K20 AP1G1 GRIK2 CBX4 PRICKLE3 NPAS4 FSIP2 FAM193B KMT2E WNT3 SRRM2 CTDSP1 PRKACA TENM1 RBMS1 PLXNB1 RELA PRKAB2 TAZ ACTN1 PDE4D ZNF711 CDKL5 NCAM2 MAP4K5 KLHL23 ZNF688 VSNL1 NFE2L1 ARFGEF1 DDX39B CALHM4 HMGB2 TFAP4 TSPAN13 MYL1 MIR1-1HG-AS1 SSH2 SRF NR2C2 MIR503HG FBXW7 DDX3X ZEB2 TSSK1B TSSK3 PRIMA1 TRAF3 GABRA1 RAB8B PWWP2B MYO1E AKAP8L MIR1-1HG CACNA2D3 RBMX FOXP2 UBR3 SLC25A13 MYH11 DNAJB4 RBM39 PHF8 DAP3 PHF6 RHOJ E2F3 PRKAG1 CTCF CXADR KRTAP13-2 SPRY4 PEX7 DSTN FOS YY1AP1 GTF2A1 PCBP4 SIAH3 RHOA DLG3 GPR162 KIRREL2 IP6K2 EGR3 EGR2 SOX14 EML4 HOXC10 KIF1B CUTA ZPBP2 ACVR2A ZADH2 KBTBD8 RBM4B SNX13 CASQ1 CASQ2 MATR3 SEC23B PPP2R2A LCP2 ING4 UBE3A CALD1 ATP5MC2 CLVS1 TPM1 SETD2 CDH6 TPM3 HIC2 RGS12 TMEM69 ZNF668 TNR PRDM10 CHD2 PAFAH1B1 CD4 GTF3C2 AKIRIN2 HNRNPC NCDN UBE4B RALGDS CEP135 RNF44 NAT8L ID1 MED24 PRM1 FAF1 TIAF1 IRF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/IRF1_01 CGA NOG LTBP2 LSM6 ATP1B4 BBX RORB LEMD1 IRF9 XRN1 MXI1 DNASE1L3 B2M CUL2 NT5C3A SEMA7A RAPGEF6 BIRC8 BEX3 TLK2 PITX1 PITX2 TWIST1 ROCK1 CLCA3P EMX2 PTPRR ATP13A1 PROX1 PPARGC1A MGAT2 PGM5 IFNB1 F3 JKAMP VGLL4 CASZ1 HOXA13 DUSP10 CACNB2 RIMS2 ITGBL1 LIF DMD STX17 SAT1 NEPRO HOXA10 STX11 BCOR FBXO8 BLNK SREK1 BMP4 PPP4R3B SZRD1 HPCAL1 TASL SMAD6 CCDC68 SLAMF8 EN1 TRIM21 USF1 FAM13C DLX1 SYNE2 ELOA2 C10orf82 DLX4 PBDC1 RIT1 GLRA1 MITF ISG15 TERF2IP FLT3LG PHF21A USP18 CHST11 VGLL3 NABP2 RMDN3 EGFL6 ARHGEF6 MBD6 TLCD5 MXD3 ZNF362 EIF4A2 IRAG2 L3HYPDH MAP3K11 GANAB USP5 IKZF2 ZNF366 NETO1 CCDC140 DGKB SORBS1 BCL11A RUSC1-AS1 USP37 PEX12 WNT8B KCNE4 IL6 RNF220 GSDMD IL9 TBX1 NPR3 ELAVL4 TMPRSS5 NRAS ASIC2 YWHAG CNTF BNC2 IFNL3 IFNL2 LRP5 ABHD16A SLC22A17 LMO3 LMO4 XPO4 TGFB3 ITPKB CXCL11 HLX PRKCB IL17RC CXCL10 TAPBP XAF1 IL11 ASPA CDKN2A GATA6 GATA3 AAK1 CD200R1 IL15RA PDGFC ACIN1 LOX TRMT112 LGI1 DYNLT1 SMIM14 BST2 CA10 IL27 HLA-C VAX1 DDIT3 RELCH RTL9 HOXD9 PSMA3 CEP44 VAMP3 PLXNC1 BLK FXYD5 CCL5 AKIRIN1 KARS1 ELK4 CSAD KLHDC7A HOXA6 TFEC H4C7 AXIN1 CSTF3 EPAS1 EPYC FOXA1 DOCK9 SHANK2 PSMB8 PSMB9 DDX58 HDAC4 SALL2 SLC25A14 ATF3 DIO2 HOXB7 HOXB6 PCGF5 TMBIM4 TMEM108 KYNU E2F3 DTX3L PRDX5 PAX3 PAX2 RUNX1T1 PLEKHB1 ARHGAP5 TRIM8 ZBED5 SLC22A25 DLG1 TRPM3 EGR2 LDB1 ESR1 LDB2 CDK6 PIGR KANK4 ZSCAN2 LCOR PIGV NCOA1 PRKD3 TNFSF13B ZPBP2 AMER1 UBD KDM3A ZADH2 KPNA3 PSMB10 EDA NDN NR3C2 NFIX PRDM16 DEPDC7 PUM3 SKAP1 AGBL2 PRDM10 TAP1 FEZF2 EHD1 CD40LG COL4A2 TMEM229B GNAO1 PARP9 COL4A1 CREB1 SCOC SH3BGRL MED13 OR3A2 MARCHF1 IRF2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/IRF2_01 ABHD16A LSM6 BBX TGFB3 DNASE1L3 B2M CXCL10 IL11 TAPBP XAF1 CUL2 DDX17 ASPA NT5C3A RAPGEF6 BHLHE22 IL15RA PDGFC TRMT112 ROCK1 BST2 IL27 PROX1 RTL9 RELCH CCDC6 PGM5 MSX1 MAPK6 IFNB1 PSMA3 GPR52 VGLL4 LRATD2 KCNMB3 ME3 CASZ1 PLXNC1 SLC38A2 BLK SIPA1 DUSP10 RIMS2 FXYD5 KARS1 LIF CSAD HOXA6 H4C7 SREK1 CAPRIN1 HPCAL1 RFX4 TRMT6 TASL CCDC68 USF1 PSMB8 FAM13C PSMB9 DDX58 HDAC4 DLX1 ATF3 SYNE2 DLX4 PCGF5 DAP3 TMBIM4 TMEM108 E2F3 GLRA1 DTX3L MITF PRDX5 TERF2IP FLT3LG USP18 MCM8 ARHGAP5 YY1AP1 NABP2 DLG1 TRPM3 EGFL6 ARHGEF6 OTX1 ESR1 LDB2 CDK6 PIGR OSM PRKD2 PIGV PRKD3 TNFSF13B PSME1 AMER1 EIF4A2 ASH1L KDM3A UBD MAP3K11 NDN USP5 NR3C2 IKZF2 DEPDC7 PRDM16 AGBL2 SORBS1 REL TAP1 BCL11A KCNE4 TCIRG1 TMEM229B UPF2 RNF220 PARP9 GSDMD TBX1 NPR3 TMPRSS5 MED13 BNC2 MARCHF1 IFNL3 IFNL2 TAL1BETAE47_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAL1BETAE47_01 MEF2C LTBP1 PDLIM4 RORB FAP LIN28A GRID2 BHLHE22 TLK1 SAP30L DDAH2 PRMT3 STAG2 STAG1 CDH23 PI15 C7orf33 ARHGEF38 PHOX2B RCOR2 BARHL2 GLDN BRME1 SERPING1 TSKU MARK1 C1QA SRPX2 ZBTB18 HTR7 HSD11B1 PNMA1 SCN1B GNAI2 HOXA11 DUSP10 KCNJ2 LAMTOR2 ITGBL1 EPHB2 DMD GIGYF2 CTDNEP1 HNF1B CDC42EP4 GPD1 VWA5B1 KLF8 CELF1 SMAD3 PCDH12 PMF1 WWC1 KCNQ1DN ARSG ARHGAP44 SEMA6D RBPJ TMEM131L MAP7 PYY GK CEP41 TCF12 SOBP FGF7 FGF9 KCNIP2 CPNE9 KLHL18 GPX1 PBXIP1 SLC24A3 UBQLN4 NR2F6 SERTAD4 CHST13 NAT14 FOXB1 APOBEC4 BRD4 NABP2 FMNL3 PRG4 NAA15 MBD6 ELMO1 PROK2 INHBE SH3KBP1 GNAS PYY2 WNT9A TMEM59L ARL4A ZNF485 EXOC6 NKD1 FHL3 TSPAN33 EPB41L4B STARD13 FNDC3A MYCLP1 PDE1A HAAO PPP3CB ABCD2 NDUFA4L2 SIM1 SELENOM SWAP70 NPR2 ACLY ELAVL4 HOMEZ NEUROD2 LRRN1 GFRA1 HTR2C TP53INP2 NHLH1 GFRA3 TJAP1 ABHD16A PLXNA3 KERA FGF10 TTN KMT2E MYOCD ACY3 ATOH7 WNT6 CHAT S100A10 DARS1 HRK SIX6 DDIT3 ST6GALNAC5 STK3 RTL9 ELL2 ARPC1A TRIM37 ZNF516-DT HSPB6 RIOK3 DLL4 C17orf58 SMARCA1 ASB4 RNF19A CELA3A TFAP4 CELA3B TSPAN13 SOX5 FBRS BEX2 PHF21B LLGL2 ZNF821 BANF2 PACRG HOXA7 TFDP2 GTF2A1L ANGPTL1 HCN4 UPK2 FGD4 HECTD1 GABARAPL2 AFF3 PHACTR3 LIMA1 GABRA6 CLNK FOXP1 FOXP2 RCAN2 ITGA8 HOXB6 CPNE1 CD79B GTDC1 TAFA1 PHEX OMG CADM2 SEL1L GPR173 NXPH4 UBXN10 CBFA2T3 SLC6A10P RUNX1T1 ARHGAP22 JADE1 KLHL35 PCDH1 TRIM3 LRRC8C POU4F1 NCKIPSD KIRREL2 PLCB1 KIRREL3 R3HDM1 LEF1 MBNL2 DAPK1 EYA3 OSM TMEM71 SMTN C2orf27A UBE2E4P CHST9 ZFPM2 KRAS ST3GAL2 NDP TAC1 CLVS1 ELP5 KIF9 RAG2 CDH6 NPAS2 MOAP1 HRH3 C1QTNF4 MRPL58 GFI1 DCX SCN5A PLPP3 PIK3R1 EHD4 DCHS2 MED27 DTX2 HCK TMPRSS11F PRKN RASL11B TP63 SCGN NEB SULF1 SLC18A3 RNF182 TAL1ALPHAE47_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAL1ALPHAE47_01 MEF2C LTBP1 PDLIM4 ADGRL2 PRMT6 PICALM FAP GRID2 SAP30L OGT DDAH2 STAG2 PRMT3 STAG1 PI15 RAB27A CDH23 C7orf33 PHOX2B MIR22HG STC2 RCOR2 GLDN TSKU NAV3 MARK1 SRPX2 ZBTB18 HTR7 OMA1 PNMA1 SLC2A12 SCN1B HOXA11 PABPC5 DUSP10 KCNJ2 LAMTOR2 ITGBL1 HEXIM2 MACF1 SPATS1 DMD CTDNEP1 CDC42EP4 GPD1 NTF3 PCDH12 SMAD3 PMF1 C2CD5 MARCHF3 SHOX2 KCNQ1DN WWC1 SEMA6D ARSG TMEM131L MAP2 MAP7 GK TCF12 SOBP CHRNG FGF7 ELF4 FGF9 ZNF710 EIF3A AP3S1 KLHL18 PBXIP1 UBQLN4 BRD4 NABP2 ARHGEF2 FMNL3 PRG4 NAA15 MBD6 ARRDC3 FLNA ELMO1 INHBE GRM8 SH3KBP1 ZMYND8 GNAS ARL4A TPH2 EXOC6 REPS2 NKD1 FHL3 IKZF2 STARD13 AMPH MRPL11 MYCLP1 BCL11B PDE1A ABCD2 HAAO NDUFA4L2 RADIL FBXW11 SIM1 SELENOM SWAP70 LRRN2 NPR2 ACLY ELAVL4 GJB2 RAB30 LRRN1 NEUROD2 NHLH2 GFRA1 TC2N NEUROD6 HTR2C NHLH1 TP53INP2 GFRA3 TJAP1 ABHD16A PDGFB KERA TGFB3 SEL1L3 TTN MKRN4P KMT2E SND1 PDE4B TFAP2D ATOH7 WNT6 DARS1 NUFIP2 HRK HES6 SIX6 ST6GALNAC5 DDIT3 STK3 ELL2 NUMBL WDR81 TRIM37 ARPC1A RNF133 ZNF516-DT FBXO16 CPE RIOK3 DLL4 C17orf58 ASB4 RNF19A TFAP4 ONECUT1 TSPAN13 ONECUT2 SSH2 NSG2 PHF21B HOXA1 ZNF821 BANF2 PXYLP1 TFDP2 RHOBTB1 ANGPTL1 ATG12 HID1 HECTD1 AFF3 GABARAPL2 PHACTR3 LIMA1 FOXP1 FOXP2 RCAN2 INKA1 ITGA8 CPNE1 CD79B GTDC1 PHEX TAFA1 CADM2 NXPH3 GPR173 NXPH4 E2F7 NR6A1 UBXN10 CBFA2T3 SLC6A10P RUNX1T1 ARHGAP22 KLHL35 JADE1 LRRC42 PCDH1 SLN TRIM3 CDK19 NCKIPSD PLCB1 KIRREL2 SULT2A1 SOX12 MBNL2 OR10J1 DAPK1 OSM EYA3 TMEM71 HOXC12 C3orf20 LIX1 CHST9 ZADH2 ACVR1 YTHDC1 NDP CCDC125 TAC1 CLVS1 CDH2 ELP5 KIF9 RAG2 CDH6 ALDH1A1 SYNPR NPAS2 C1QTNF4 MRPL58 MSI1 GFI1 KDM4C DCX SCN5A EHD4 MAF B3GALT2 MAP1A HCK DTX2 TP63 SCGN MED13 SULF1 RNF182 AAGWWRNYGGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/AAGWWRNYGGC_UNKNOWN STAU1 RBM3 HTN1 EIF5 CNOT3 RAB1B REXO1 MYLIP CNOT4 EPC1 CDKN2C TIA1 CERT1 DNAJC7 RALA MRPL38 PRMT1 POLK PCIF1 YY1 STRN4 ANKHD1-EIF4EBP3 ADAMTS9 SLITRK3 EP300 RFC1 MIR9-1HG BRSK2 VAMP2 ATG2B RNF26 PRDM1 GNAI2 TMEM187 RAD23A BCL2L2 CHCHD7 ATF1 CXXC1 PCNT HOXA2 UBE2D3 RPS27 TTBK2 RLIM HOXA9 FKRP PLAG1 NUS1 SHANK2 OSR1 SUV39H2 ARF1 TSC1 HOXB6 SMYD5 KNL1 SUPT16H RFX3 MAFA XCL2 PHF8 CDC42BPB TEPSIN C16orf72 ZBTB22 ZNF326 CLSTN1 PAX6 ZZEF1 TRIM8 HMGXB4 RHOB WDR47 PSMD8 WDR33 ZNF644 ARL1 IRAK1 OTX1 ZC3HC1 PIGN HOXC10 PRRC2C ANKRD28 PPM1E RIF1 CYB5D2 MOSMO ARCN1 RBM26 SNX13 PREPL NKIRAS2 MED1 TAPT1-AS1 UBE3A PPP1R12B CCDC186 NFYC SFN POLR2A UBR5 FMO5 CAMKMT CHD4 APBA1 C21orf58 CCDC71L MED27 UBXN11 NASP LRRN3 ANKHD1 TAPT1 NRAS BABAM1 BNC2 SFPQ RAB22A ZBTB4 NEUROD1 UBIAD1 HEN1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HEN1_01 AGO1 TECPR1 IRF2BPL GNG8 BDNF ATP2B3 SIN3A GRIN2D CREB3L1 RAB25 PPTC7 RAB27A ROCK1 PTPRS OLFML2A TGIF1 MGAT1 SPAG6 ZBTB18 TMEM178A VSX2 DOC2B HOXA11 ZNF232 BCL2L2 DAAM1 ASB16 RIMS1 ZNF513 ACE PABPC1 ZNF70 CDC42EP3 BMP4 TCF7 KMT2A KLF13 ARFIP2 ESRRG LYPD1 EN1 DLX5 MAP2 SYTL2 TCF12 TSHZ3 LZTS2 CAMKV RFX8 ZBTB16 TIMM10B CTAGE1 KDM2A SPIB PCGF1 RAP2B KCNMA1 HYAL2 ADNP ARTN YPEL4 CDC42SE1 MOSPD1 ARL4A DUSP26 HSD3B7 ABTB2 SGMS2 RTKN MRPL14 STK40 NT5DC2 CALCOCO1 SPATC1L NDUFA4L2 RPIA ZMYM4 CAPN5 TBX3 PMEL NLGN3 CYP4V2 STAT3 INF2 SOST COL19A1 NEUROD2 DUSP9 DUSP7 CALM2 SEPTIN3 PDGFB PDGFA ACKR3 CBX4 CBX6 GIPC1 KLHL1 PRKACG TRIM46 ANK1 ANK2 PRKACA SCRT2 KCND1 RELA CLINT1 DLL1 YTHDF2 SIX5 MRGPRF TRERF1 PKD2L1 RTL9 HIF1A CHPF DLL4 SMARCA5 BRSK2 FAM131A ASB2 MFAP4 TFAP4 ONECUT2 PTK7 NSG2 PPP1R16B UBE2D3 CHMP4B MID1IP1 TRAF4 JOSD1 TRIP4 FOXA1 NR4A2 NR4A3 FOXP4 FOXP1 DOCK4 HOXB4 PRICKLE1 C11orf52 HOXB5 SALL1 KCTD15 SLC5A10 C6orf62 NXPH3 CELF3 NDST4 MAST1 CLDN5 SULT2B1 PAX2 TNS2 LSR PCBP4 RASL10B MGLL LOXL1 ALX3 IMPDH1 APLN PTGER1 FOXJ2 CNTN6 NRXN3 SOX14 PARP8 CDK6 KRTCAP2 CDK2 PURA FAM13B PSME1 CHST6 CD99L2 VPS45 ENHO JMJD1C DPF3 VPREB3 BUD23 TPM3 ARHGEF10L MAP3K3 KRT8 PLCD3 ENO3 SNX24 DCX CHD4 BAHD1 MAG SPACA6 PLPP7 PLAC1 AMPD2 KCNN2 TMEM125 YY1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/YY1_02 B3GALT6 DZIP1 RAB1B SART3 INO80D SEPTIN7 RAB1A EPC1 MAP3K4 GBF1 CERT1 PTBP2 FOXO3 DEPTOR H1-0 POLK STRN3 STRN4 PRPF38B UBE2J2 MARK3 BCL2L13 SRSF3 PCF11 RBM15B PIAS3 ZZZ3 SERBP1 EXT1 RAB10 ZIM2 GLG1 DEAF1 MIOS DENND4A FIZ1 TET2 TMEM187 BCL2L1 SNRNP35 PCNT TMEM80 GIGYF2 TRA2B FAM120C TCF4 FBXO9 STX10 ASXL2 MGAT4B KLF7 CAMLG EFCAB2 JTB ZC3H11A ZNF524 USF1 DDX6 NTRK3 UPF3B ARF1 CNPY4 SMYD5 DNAJC22 PYY NCOR1 LSM14A WDR77 ZBTB22 FASTK CCDC71 MECOM KDM2A ACTR8 ABCE1 MRPL1 CCNK MGAT4C ADNP CHCHD10 ZFP37 GAPDH CCND1 ADK ASH1L TOP3A PATZ1 OSBPL11 PYY2 EXOC6 NACA TAPT1-AS1 CCDC186 ABHD1 MTMR2 FNDC7 RPL30 CSDE1 KIF15 PPP2CA BCL11B MPDU1 DHX15 WDR13 AP3D1 THAP1 SNAP25 C21orf58 FZD8 SELENOM NASP FAM222B VEZF1 AP4S1 YWHAE SELENOT POLR3E KIAA1143 UBTF LUC7L3 TUBA1A PBX3 MAEA KERA GPATCH4 AP1G1 MORF4L2 CNOT3 REXO1 PRKCSH FAM193B ZIC3 AIP KMT2E TBC1D17 RAD21 CDKN2C TIA1 TBC1D14 PUM1 RALA RPL35A SMCR8 NUDT3 PCIF1 FUT10 LYPLA2 EEF2 TNKS2 ISCU ZBTB40 EP300 BRSK2 IWS1 RNF26 ASB2 SLITRK5 MYNN UBA52 TFAP4 N4BP2L2 ZNF638 ANAPC10 ENSA HOXA2 AKT1S1 NDRG3 CSAD BTF3 FKRP TUG1 TAF6 RPRD2 ATE1 TSC1 DYRK1B C19orf48 RBM39 DAP3 IER2 ARID4A E2F6 KDM6A FBXL19-AS1 CTCF SYNGR1 ZZEF1 ZNF207 PHC3 DGCR2 PIGL GTF2A1 YY1AP1 PCBP4 HMGXB4 ZFAT PSMD8 RABL6 CCDC151 ZFY ZFX C9orf163 VASP ZNF689 TOMM40L EIF4G1 PIGV PRRC2C RIF1 CYB5D2 SHKBP1 ARCN1 RBM26 WASL SNX13 PEG3 PPP1R12B SPCS2 NFYC CLVS1 UBR5 HIC2 RASGRP2 PRDM10 SLC39A9 POU2F1 MRPL49 ODF2 GTF3C2 CHTOP HSPA8 ST20-AS1 CHD4 ERH GNAO1 NCDN ADO UBXN11 SCRN1 ATP5PB RUFY1 ENOX1 BAD UBL3 TAPT1 CNNM1 RASL11B WSB1 NAT8L TPGS2 MTFP1 TAL1BETAITF2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAL1BETAITF2_01 SLC9A9 LTBP1 PDLIM4 ADGRL2 BRPF1 PICALM FAP LIN28A GRID2 BHLHE22 SAP30L DDAH2 DDAH1 STAG2 PRMT3 PI15 STAG1 CDH23 RAB27A OPTC C7orf33 ARHGEF38 PHOX2B RCOR2 STRN4 BRME1 GLDN TSKU ATP13A1 MARK1 PRDM8 PDIA6 ZBTB18 HTR7 HSD11B1 PNMA1 SCN1B HOXA11 DUSP10 KCNJ2 LAMTOR2 ZNF513 ITGBL1 HEXIM2 EPHB2 MUSK MACF1 DMD CTDNEP1 CDC42EP4 GPD1 KLF8 PCDH12 SMAD3 SERPINI1 SHOX2 KCNQ1DN WWC1 ARSG ARHGAP44 SEMA6D RGS3 BCL6B MAP7 PYY TCF12 C12orf54 SOBP NKAIN3 FGF9 ELF4 MYL6B ZNF710 NAP1L1 CPNE9 KLHL18 PBXIP1 UBQLN4 SERTAD4 ZBTB20 APOBEC4 BRD4 FOXB1 NABP2 FMNL3 PRG4 NAA15 MBD6 FOSB FLNC ELMO1 PROK2 C9orf139 SH3KBP1 ZMYND8 PYY2 NSD1 TMEM59L TPH2 ZNF485 ARL4A FOXO4 FRMD6 IKZF2 TSPAN33 STARD13 MRPL11 ZFP36L1 FNDC3A MYCLP1 SORBS1 BCL11B PDE1A HAAO ABCD2 NDUFA4L2 SIM1 SELENOM SWAP70 CTLA4 NPR2 ACLY ELAVL4 MID1 INMT HOMEZ NEUROD2 NHLH2 GFRA1 NEUROD6 HTR2C TP53INP2 NHLH1 TJAP1 LRP5 GFRA3 ABHD16A PDGFB KERA SEL1L3 FGF13 TTN MYOCD ACY3 TFAP2D ATOH7 MIR137HG DARS1 NUFIP2 HRK FIBCD1 DDIT3 ST6GALNAC5 STK3 NUMBL ELL2 CDIN1 TRIM37 ARPC1A ZNF516-DT HSPB6 FBXO16 CPE RIOK3 C17orf58 DLL4 TNFAIP8 ASB2 CCDC26 ASB4 RNF19A TFAP4 SOX5 PHF21B HOXA1 ZNF821 BANF2 TFDP2 ANGPTL1 FKRP FGD4 HECTD1 HID1 AFF3 GABARAPL2 PHACTR3 LIMA1 GABRA6 EFS LVRN FOXP1 FOXP2 RCAN2 ITGA8 INKA1 HOXB6 HIVEP3 CD79B KCTD15 GTDC1 TAFA1 FBXO36 CADM2 NXPH3 NXPH4 E2F7 UBXN10 RP1L1 CBFA2T3 SLC6A10P RUNX1T1 ARHGAP22 JADE1 KLHL35 LRRC42 TRIM3 SLN PAK3 CDK19 NCKIPSD KIRREL2 PLCB1 RHOH SOX12 LEF1 MBNL2 CDK6 DAPK1 EYA3 TMEM71 C3orf20 UBE2E4P LIX1 CHST9 RRAS2 CD81 ZFPM2 ZADH2 DMC1 ST3GAL2 DNAH9 TAC1 CLVS1 RAG2 ELP5 KIF9 SCARF2 MOAP1 C1QTNF4 MRPL58 MSI1 GFI1 KDM4C DCX EHD4 PDCD10 B3GALT2 MAP1A TMPRSS11F RASL11B SCGN NEB MED13 SULF1 RNF182 ATP8A1 E47_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/E47_02 MEF2C SLC9A7 HMGN2 CDK14 PLEC CCN3 USP54 BTBD3 DDAH2 DDAH1 PPTC7 WNT10B STC2 GATM STRN3 AIG1 ZNF503 PCM1 PRELP MGAT1 PGM3 DENND1B TRAPPC13 DOC2B MYO18A PNMA1 ERBB3 BCL2L1 RIMS2 TAL1 TPI1 EPHB6 LYL1 TICAM1 DMD CTDNEP1 HNF1B TSEN54 PPP2R2B TRAM1 ASXL2 GIT1 SASH1 ABR CELF1 PCDH17 PYM1 SERPINI2 SHOX2 CEL SYNE2 ARSG ARHGAP44 TMEM131L RWDD2A SYTL2 CHRNB1 CEP41 FOXI1 BTBD11 PCDHA6 JPH3 GFAP ZNF532 ZNF710 PCDHA1 GJA4 ART1 NR2F6 TENT5C WFIKKN2 APOBEC4 NABP2 MYC TMEM35A GSE1 NAA15 FCMR TLNRD1 SEPTIN4 MEGF8 MMP16 SEMA4G C12orf42 ADAM12 RAPGEFL1 ARL4A FUT8 HSD3B7 TMEM100 IKZF2 OFCC1 TSPAN33 NDUFAF3 PCYOX1L AMPH DGKA FRMD5 RUSC1-AS1 ARMCX2 MLLT6 SNAP25 BAZ2A PCSK4 BCL9 HAPLN2 VWA2 LRRN3 ELAVL2 AP4S1 TRIM23 MEF2D ASIC2 ASIC4 MAPK12 GRIA1 BNC2 RBFOX1 LRRN1 USP46 LUC7L DUSP9 THRA SNCAIP LMO2 GNA12 IDE FGF11 FGF13 TNFSF13 NPAS4 TTN CALB1 KLHL1 DMPK KMT2E UNC5B MYOCD GALR3 PDE4B S1PR1 ATOH7 CARTPT YIPF6 DSCAM CASKIN2 POU2AF1 BICDL1 COL22A1 SHISA7 HES6 TRERF1 STK3 NUMBL WDR81 ZNF516-DT SLITRK3 TFAP2A HSPB3 ASB5 MIEN1 DRD3 NSG2 KCNA4 DSCAML1 RRM2B MEIS2 TSSK2 MID1IP1 HOXA7 TTC22 RHOBTB1 PCDHA10 BMF FGD4 PARD6A GABRE AFF3 PODXL WDR6 FOXA1 BMX TEAD2 RAB33A HDAC3 HIVEP3 CPNE1 GLI1 CPB1 HDAC9 C6orf62 UBXN10 LSR BZW2 FRMD4A NDUFS4 PLEKHB1 CAVIN2 RASL10B PSMD3 MRTFA ALX3 LRTM1 AKT2 NOL4 R3HDM1 CNTN5 CNTN6 SOX12 ARID5A FAM83H PADI4 SLC7A11 OR10J1 PURA PRKCQ RELL2 CHRM1 ESRP2 KLHL13 RBM26 JMJD1C NGFR PTCHD1 IRX4 EGLN1 ELP5 TPM2 TRIB2 CDH7 NPAS2 ANXA8 NPTX2 MPPED2 POU3F2 CHD6 SCN5A EHD4 DALRD3 CD40LG HMCN1 PLPP7 ERG MXD1 NCDN MED26 EDEM3 KLK1 CELF4 DNAH17 KCNN2 IRF1 MYLPF CUEDC1 CP2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CP2_01 VAPA LTBP3 VKORC1L1 RORC SYT6 PLEC CITED1 ACBD5 SRSF7 EPC1 DDX17 NKPD1 LIN28A CREB3L2 SMOX GUCA2B STAG2 MIR22HG DAB2IP CRTAC1 RCOR2 KIF5A ADIG IGDCC4 TGIF1 DCTN1 PRELP TSC22D4 PHLDB3 MAPK3 TGFB1I1 LRCH4 RAB10 PMP22 DCAF17 GLG1 ZC3H10 CDK5R2 GRHL2 ARF6 CHCHD4 ESM1 ARHGAP45 TMEM43 LAMB2 GLYR1 CRMP1 SPATS2 BCOR PPP2R2B IL1RAPL1 MDFI GPD1 ODC1 RSPO2 KRT78 METTL8 DCHS1 TNKS1BP1 ATP2A3 RGS3 DMTF1 ARF3 HEBP2 RGS8 NACC1 SOBP NCKAP1L JPH2 FOXA2 ZNF532 MYBPC3 ZNF710 RTN1 RTN2 EIF1 SLC23A2 COL11A2 STX1A ICAM4 EGFL6 SF1 RPL41 GRM7 SORT1 GNAS SEMA4A ALOX12 PPP6C DHH CSF2 PTOV1 CRYBG2 CA14 BRSK1 HSD3B7 ZBTB9 SLC39A13 MCMBP NNAT ABHD4 EHF SUMO2 LIN54 HPSE2 LY6H ETV5 ETV3 CSNK1A1L NLGN2 ELAVL2 VEZF1 SOD3 LIM2 RAB30 PDE2A JADE3 ATP6V1E2 CALM3 TJP2 SLC8A3 TRMT1 TUFT1 RBM6 NPAS4 IL11 ZIC2 HECTD4 GATA1 KMT2E HOXC8 WNT3 DAB1 GATA3 SLC25A23 HOXC5 EED FBXO24 STRA6 CHST14 POM121L1P IRS4 SATB1 SCUBE3 PCIF1 USP1 SHISA7 NUFIP2 SOCS1 FOXN1 RBKS WDR81 DDIT4 RHBDD3 TIMELESS PSMA5 DLL4 COL1A2 COL1A1 ASB2 VAMP2 SMARCA2 SLITRK5 CAV3 GREM1 C1orf43 PPM1N GFOD2 BMF EWSR1 FGD4 ANKRD13B B4GALT2 COX8C EFEMP2 DOCK9 SPATA25 SLC25A35 ATF3 VCP DSG3 SALL1 HOXB9 KCTD15 HDAC9 GLI1 PHF7 CADM2 GPR173 E2F4 CLSTN2 IGFBP6 PAX6 HR BAP1 RHOQ NFKBIZ TNS2 NDUFS4 GPC3 PAK2 MAPKAP1 LIMD2 RHOA RHOG SOX10 NOL4 SOX12 CDK8 KIF1C DDR1 DHRS3 PANK2 RPSA PLEKHN1 CA9 SHKBP1 MOSMO ITGB1BP2 HIPK2 SLC35E1 SLC41A1 CEND1 FKBP2 EDA SPOCK2 NEFM CALD1 CABP1 CDH2 DPY30 NGF TCF7L2 PRDM13 SRCIN1 RGMA ANXA8 RASGRP2 PPP1R12A LSM12 CNN1 CHD4 ENO1 TNXB CEBPB NCDN MAP1A UBE4B TSPOAP1 GRHL3 ZNF771 DBP SPEG KCNN2 BABAM2 HIF3A PRR16 RNF111 MEX3B RNF145 GATA1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA1_01 MRPL40 PDLIM4 SNCA HIRA SYNCRIP RORA GRIN3A ERG28 HOXD10 HNRNPL SRSF6 ATP2B2 GRIN2B LIN28A RAPGEF6 GRID2 TSPAN1 AL162293.1 STAG2 LRRC4 PHOX2B YARS1 RARG ARRDC1-AS1 TMEM97 GRIN2A MAGED2 ZFHX3 PROX1 SSTR3 CXCR5 RAB10 ADD3 HS3ST3B1 PLA2G2F BLCAP WDR53 ENPP2 TOR1AIP1 EPHB1 YBX1 IL17B LHX1 HOXA10 LHX6 MAML3 PPP2R2B LHX9 SPOP AEBP2 PDZD7 KIF3B OARD1 ACACA XRCC6 VDAC2 CDC27 ABRAXAS2 NTRK3 PENK SUPT16H HSPA14 RIT2 KLF2 BMP7 RERE SOBP PMS2P5 ANKRD17 STAC2 AKR7L ANGPT1 LMOD1 DOCK11 VCPKMT C12orf75 TLE3 LINC00670 CACNG2 GNB1 INHBE NAB2 DOLPP1 GADD45A CLOCK CLN5 SCML4 TF RAB3C FHL3 TPI1P2 NDUFAF3 SUFU FRMD5 CCDC140 DHX15 WAC RPIA IMMT HSPG2 DLG2 ELAVL2 AZIN1 ACLY VEZF1 PHF12 YWHAE RPS6KA3 LRP1 PTP4A3 BNC2 NHLH2 CFAP65 TOB2 SLC8A3 LMO3 CNOT3 RBM5 RPS6KB1 IL17RE ZIC1 NR2E1 ZIC3 RGL2 ANK3 TRMT112 KAT7 SLC4A3 ACTN3 IL21 TRERF1 HHEX ZNF516-DT ZMYM2 LSAMP PYGO2 FAM131A GDF6 WNT5A PLXNC1 CPSF7 DRD5 SOX2 CLU SIPA1 PTK7 OBI1 SRF KLHL34 RCAN1 OAZ2 RASAL2 UBE2D2 TSSK3 FAM181B ZNF800 ZNF423 DIXDC1 GABRA3 KCNB2 PPP1R21 SUV39H1 RBMX SREBF2 PLK4 SALL1 HOXB5 ZIC4 DYRK1A CPNE1 PHEX KCTD13 C6orf62 CLTA TLN1 NXPH4 NDST2 HR PRDX5 CTCF PAX3 AMMECR1 MAK16 SDHAF2 TRIM3 ACTR1A TMEM196 KPNB1 PILRB TTC9B AKT2 R3HDM1 MMEL1 SOX12 AAMDC PCDH8 ARL5B INHA UBE2H CARMIL3 NELFB LCOR KIF1B TSPAN5 MOSMO ATXN7L2 KPNA4 PTCHD1 MAPRE3 PPP2R2A HCRT ING3 CRLF1 NFYC CLVS1 TCF7L1 STX1B MAP3K3 OXCT1 POU2F1 POU3F4 FEZF2 POU3F1 SLC39A5 SLAIN1 DALRD3 TNPO3 BAHD1 JOSD2 SPACA6 ZDHHC24 TNXB ZSCAN18 CREB3 MED26 NCDN MSH2 ZNF827 RSF1 DPYSL2 SP3 LIPG SPATA32 SP7 FEZ2 NFIA RCN2 GATA2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA2_01 SLC8A3 GRIK2 LMO3 PDLIM4 CAPZA1 CNOT3 SYNCRIP MPV17 ZNRF2 HNRNPL KLHL5 GATA3 RBMS2 GRID2 SRRM1 RBMS3 TUBA1B TFAP2D PHOX2B SHQ1 GRIN2A ACTN1 SLF2 SRSF2 PCYT2 PDGFRA FAM131A MCTS1 BLCAP WNT5A PLXNC1 PTK7 TRIOBP GREM1 OAZ2 FBXW7 TTBK2 CRMP1 RPL8 HOXA10 LHX6 MAML3 SPOP KRIT1 KCNB2 ABCB6 CDC27 POLD4 HDAC3 ST7L SALL1 HOXB6 MFF PHF6 DNAJB5 NXPH3 NEURL1 FOXA2 FOXA3 UBXN10 PPOX TMEM196 ANGPT1 KPNB1 SYMPK UBE2H ZNF335 VASP NELFB EIF4G1 DNAJC27 PRKD2 RELL2 ATXN7L2 GNAS PPP2R2A FKBP2 DPF3 REPS2 RAB3C ABHD8 TRA2A TCF7L1 SYN1 HS6ST3 DPH5 PAFAH1B1 POU3F1 SLC39A5 FBXW11 GPBP1 NCDN DPYSL2 VEZF1 YWHAE CNNM1 LRP1 UBTF SPEG SP3 RAB34 AMOT SP7 NFIA NPNT GATA3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA3_01 AJUBA SLC36A2 MASP1 GDF7 EDN1 SNCA SYNCRIP RORA ERG28 HOXD10 HNRNPL AQP2 FLI1 APOE GRID2 PLA2G1B PDHA2 GUCA2A TSPAN1 PI15 PHOX2B ANKS1B MECP2 RAD9B SSTR3 ATP2C1 CD34 RHCE CYB5D1 LINC02872 PIAS1 BIN1 MYO18A MCTS1 IGFLR1 GLG1 RTF1 ERBB2 PLEKHG6 PFKFB1 MYO19 BCL2L1 EPHB3 MLEC NECTIN4 CDC42EP2 IL17B LYL1 DMD NECTIN2 SAT1 HOXA10 MAML3 PSENEN SLC44A1 BMP4 KLF5 NTF4 IL1RL1 OARD1 EN1 U2AF1L4 KCNK3 OSR1 CYP4B1 ABCG8 DLX3 ABCG5 PENK KRT72 ECHDC2 MFF MAP4 PRR34 BMP6 ELF1 GPR85 ZNF385B RBM14 USH1G SUSD1 ARHGAP30 MITF PMS2P5 FAM221A ALKBH6 ANGPT1 AGPAT4 LINC00670 APTX INHBB ILRUN XPR1 PSD4 SLC26A9 SH3KBP1 ARL4A TF RABGAP1 RAB3C FAM107B IKZF2 TRIM15 TRIM10 CCL27 SORBS1 FMO1 ABCA12 IL5 PNLIPRP2 TBX5 HSPG2 FZD1 IGF1 NLGN3 ELAVL4 FZD4 CAPN1 ASIC2 NAA38 CNTF LRP1 BNC2 DCAF11 NR5A2 NEUROD6 NR5A1 SLC8A3 BMP10 LMO1 XPO6 LMO3 IER5L IL13 PTGIR DAB1 SPRED2 SRRM1 SLC4A1 SATB2 SCUBE3 CMAS IL22 TACC1 RBPMS SIX1 VSNL1 FBXO11 ZNF703 MYL7 PODN DRD3 SOX5 CSMD3 CCDC85B PHF21B LINC01312 HOXA2 MEIS2 TTBK2 SLC30A1 OTOP2 ZNF800 RHOBTB3 CREBL2 B4GALT2 FIBP EPB42 FOXA1 EFEMP1 PPP1R21 RHD DMTN RBMX SLC25A13 DIO2 SALL1 HOXB6 TMEM88 CACNA1F RBM39 HDAC9 ABL1 SGIP1 FOSL2 PRRX1 FER VGF FES SPRY4 JADE1 TMEM196 MSN PILRB TRPM3 SOX10 CNTN6 FILIP1 HMBS SOX12 ESR1 LEAP2 MBNL1 INHA LCOR OSM HOXC11 INTS3 SHKBP1 CA7 SLC41A1 ZFPM1 STAG3L4 NRGN FKBP2 VPS29 HCRT IRX5 CTF1 CRLF1 CLVS1 IL34 UBR5 UBXN1 RGS12 MYRF SYN1 SH3GLB2 EPX LONRF3 PPP1R12A POU2F1 AMHR2 ERG TNXB KRT80 NCDN MED26 MSH5 CREB5 FERMT1 ISL1 PRR18 TP63 HBZ EVI1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/EVI1_01 PTCHD4 SCUBE3 IKZF2 GSX1 SPINK4 CRAT NCBP3 ISL1 VCL NCAM2 PTGDR2 SIX1 VAMP3 ASB2 THBS2 TOB1 EVI1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/EVI1_02 SLC9A9 BMP10 SLITRK2 C5orf64 LMO2 AMMECR1L HTN1 SYNCRIP CNP HOXD10 TOR1AIP2 TTC29 CYRIA PTGDR2 LRRC8A CAPNS2 TENT5A SCUBE3 BICDL1 PDS5A PROX1 PPARGC1A CTNNA3 NCAM2 MAP4K5 RASGRF2 VASN FBH1 SIX1 ASB2 HSPB3 VAMP1 ADAMTS3 MYL6 ZNF76 CEP20 CHCHD7 GLIS3 KCNMB2 HOXA1 LPAR4 GLYR1 ARPC2 DMD TMEM47 LRR1 GAD1 UBE2K TUG1 PLAG1 S100A16 MTMR10 RSPO2 ESRRG KLF14 CRAT ABCB7 SLC25A14 SLC7A3 PDE7A DSG1 CPNE1 H3-3A RBM39 PHEX KCNJ16 RAI1 KYNU NRP1 EVX1 NDST2 UBXN10 STON2 SPINK4 PAX2 RUNX1T1 KCNJ13 SEPTIN9 C18orf25 NKX2-1 RHOG SRPK2 PRG4 MYCT1 SOX11 OTX2 ADNP MBNL2 NCBP3 DIDO1 HOXC12 HIPK1 LIX1 RBM47 PKLR ENTR1 WDR82 PIFO ZFPM2 ZFPM1 RASD1 RAB11FIP1 CASQ2 NKD1 HS3ST5 SLC37A4 FHL3 IKZF2 TSHB ADPRHL1 SUDS3 MSX2 OR13C3 C2orf16 BCL11B LONRF3 MPDU1 FAM91A1 BCL6 HTR3B IL4 PTPRC SHISA6 IL7 EWSAT1 CREB5 ENOX1 PTGFR ISL1 GCG ASIC2 NRAS RSKR LRRN1 NHLH2 DCAF11 TOB1 ACAWNRNSRCGG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/ACAWNRNSRCGG_UNKNOWN RBM3 CTCF RUNX1T1 CKB DDX17 ELOVL5 GPC6 PAK4 PUM1 PELI2 MRPL1 SATB2 SOX14 PCIF1 RXRB NOL4L PTBP1 ZFX PRPF38B HES6 PIM2 BCL2L13 SLIT2 SRSF3 EIF4G2 PCF11 CBLN1 CRKL EP300 NCOA6 KPNA6 AKAP8 MOK RNF26 TGFB1I1 CEP95 TMEM187 FKBP3 ZNF638 NFYC CIPC NR2C2 TRIB2 CXXC1 MTMR3 SUMO1 ILF3-DT SLC39A7 TRA2B PPP4R3B CAPRIN1 UBXN11 UBE4B CSNK1A1L NR4A1 MED14 ILF3 DDX5 YWHAE SREBF2 ARF1 SFPQ MEX3D SMPD3 EVI1_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/EVI1_03 BMP10 RAI1 NRP1 LMO2 UBXN10 SPINK4 RUNX1T1 KCNJ13 PTGDR2 SRPK2 SCUBE3 MYCT1 MBNL2 PPARGC1A LUC7L3 CTNNA3 LIX1 SIX1 ZFPM2 ZFPM1 VAMP1 ADAMTS3 TDRD5 HS3ST5 FHL3 SORCS1 TSHB CHCHD7 ADPRHL1 MSX2 HOXA1 HOXA3 DMD TMEM47 FAM91A1 HNF1B HTR3B UBE2K IL4 PLAG1 ACTC1 MTMR10 NCDN IL7 RSPO2 PLAC1 ESRRG KLF14 CREB5 ISL1 NRAS ASIC2 TSC1 IPCEF1 DCAF11 FABP2 RBM39 CACNA1D EVI1_04 http://www.gsea-msigdb.org/gsea/msigdb/cards/EVI1_04 EDN1 STOML2 LUZP1 RORB WT1-AS RAB1A HOXD10 DDX17 BDNF FAM122A MAP2K5 TWIST1 PHOX2B TYRO3 RARG CRYAB RCOR1 EMX2 MYH2 MYH4 SRSF1 ZFHX3 LUC7L3 PPARGC1A CTNNA3 ADAMTS6 MIR9-1HG SMPX STC1 HAS2 PRDM1 EXT1 MCTS1 PTCH1 RTKN2 CHCHD7 ACKR1 OTP ANKRD46 APOOL IL25 DMD NECAP1 IL1RAPL1 SREK1 KLF5 PLAG1 KLF7 CYP46A1 NIM1K ACACA LINC00314 RALYL SEMA6A NOTCH2 CYP17A1 H3-3B RERE SOBP LZTS2 SEPHS2 GLRA2 PCDHA5 KCNJ13 HHATL NR2F6 SERTAD4 NR2F2 LINC00525 NR2F1 PEPD POGZ ANP32D MGAT4C ARRDC3 GRM1 CHRDL1 ENTR1 RAB11FIP1 RAPGEFL1 CER1 CD180 SCML1 IKZF2 EHF HPSE2 LRRTM3 BCL11B LRRTM1 BCL11A HTR3B BUB3 GDI1 DLG2 PDZRN4 GRIA3 FZD2 PTGFR ELAVL4 MID1 GJB1 P2RY12 NRAS LRP1 CSNK1E NEUROD2 NHLH2 PTCH2 NEUROD6 TOB1 DNAJC5B SLITRK2 LMO3 LMO4 GRIK3 EIF5 CASK FGF13 RPS6KB1 FGF12 ZIC1 PRMT9 TGFB2 HOXC6 ATOH1 CDKN2C SAMD11 HOXC4 ZFAND6 PDGFC LOX SLC4A4 MTUS1 MIR137HG NMNAT3 FUT11 RELA MYO3B PDE4D RELCH NCAM2 HNRNPA0 HOXD4 HSPB2 VAMP3 SLITRK6 SLC40A1 ASCL4 CALHM4 TLCD4 ONECUT2 NT5C1B RHBDL3 SOX5 BMPR2 CSMD3 CACNA1C HOXA2 MEIS2 CLASP1 LRR1 SSX5 DNAJA4 KIRREL3-AS3 MRPS23 NEK10 COX8A FOXP2 HOXB3 SALL2 HOXB7 NEDD4 ZIC4 ITGA8 CHAC1 SLC13A1 CPNE1 MYH11 TMEM88 GARRE1 RBM39 DENND2B C6orf62 RAI1 OPCML PRKAG1 KIZ GSX1 PPOX MAX ARHGAP6 TCP11L2 ZBED5 RHOB POU4F2 NRG1 PRL FAM50A CABLES1 KIRREL3 PTCHD4 ANKRA2 NRXN3 ZFX LDB2 MBNL1 NCBP3 DHRS3 EYA1 HOXC11 IPO4 HIPK3 ZADH2 CASQ2 B3GALNT2 MORC4 TNFRSF8 ATP5MC2 TPM1 DBNDD2 UBR5 AP3M2 NFATC4 IL2RG CHD6 PLPP3 NOTCH2NLA GPR107 ACTC1 TNFSF4 COL13A1 BEND4 ISL1 WNT2B SLC17A6 UTP18 SP3 JPT2 CRH EBF1 NPNT EVI1_05 http://www.gsea-msigdb.org/gsea/msigdb/cards/EVI1_05 BMP10 MEF2A LMO2 CDK14 AMMECR1L LMO3 RAB1B STOML2 HOXD10 RNF113A OGN OLIG3 PTGDR2 ELOVL3 AZI2 LGI1 ROS1 DNAJC1 MAP2K5 PI15 TYRO3 SATB2 SCUBE3 CNTLN SEMG1 CRYAB FUT11 PKHD1L1 PPARGC1A LUC7L3 IL22 CTNNA3 SRSF2 NCAM2 HHEX PCYT2 VASN BACE2 SIX1 HSPB2 VAMP1 ADAMTS3 NEK6 TDRD5 ONECUT2 SOX5 CSMD3 RRAGA SORCS1 CHCHD7 SESN3 HOXA1 LPAR4 GPR22 HOXA3 MEIS2 DMD HECTD2 TMEM47 H4C3 HNF1B SLC43A2 UBE2K SLC44A1 ARHGDIB PLAG1 C8orf34 HCN1 MTMR10 RFX4 RSPO2 LINC00898 SMAD5 NTN4 ESRRG KLF14 UCKL1 TRMT44 FOXP2 SALL3 HOXB3 HOXB7 TSC1 HOXB8 IPCEF1 HOXB5 JAZF1 CPNE1 TMOD4 FABP2 RBM39 CACNA1D CLEC1B RAI1 NRP1 KIZ UBXN10 SPINK4 RTN1 RUNX1T1 KCNJ13 TMEM62 TCEAL9 ORC4 XYLT2 ACTR1A POU4F2 MGLL ARHGAP8 XCR1 RHOG LRTM1 SRPK2 PTCHD4 SOX14 MGAT4C MYCT1 SOX11 MBNL2 CDK2AP1 MBNL1 GRM3 HIPK1 LIX1 C12orf42 SLC26A9 ZFPM2 WNT9A ZFPM1 CASQ2 IRX5 HS3ST5 USP2 SLC37A4 FHL3 IKZF2 TSHB EHF SUFU UBE2R2 ADPRHL1 MSX2 UBXN1 CDH9 CYP26B1 CHD2 FAM91A1 HTR3B IL4 MS4A4A ACTC1 GNAO1 NCDN IL7 PLAC1 NF1 EWSAT1 IGF1 ENOX1 CREB5 ELAVL4 MID1 PTGFR ISL1 NDUFA1 NRAS ASIC2 RBFOX1 SH3BGRL2 ZRANB1 DCAF11 LUC7L NEUROD6 TOB1 MZF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MZF1_01 AGO1 SCN3B PGF FAM20C HNRNPR SYT6 IRF9 WT1-AS MXI1 MAP3K5 FLI1 USP54 CCN2 BHLHE22 KANSL3 C6orf136 MIR22HG RRP36 RCOR2 TMEM119 ZHX2 ZNF502 KRT13 PTPRN FARP1 BOLL SRSF2 PRELP CCR9 PITPNM1 MGAT3 MLLT10 PRDM5 ZNF385A EFNA4 ADD3 LENEP EXOC3L1 MTX1 ST3GAL3 HOXB13 ARHGAP45 SYVN1 HNRNPA3 LIF TCF21 SAMD1 UBE2Z CCNYL1 PPP2R2B AMD1 GAD1 PPP2R2C DNMT3B MN1 UBE2K NR1H3 CDK12 ZEB1 HPCAL4 OSBPL7 LYPD1 EN1 KIF3C DCHS1 NTRK3 SEMA6A DLX1 ARHGAP44 ARF3 BCL6B GRK6 H3-3B KLF3 FOXA2 ZNF532 AP3S1 CLIP3 RTN2 RTN3 HHATL XYLT2 MAP1LC3A NAT14 BRD4 AGPAT4 COX14 KIAA1841 PCDH11Y NAA15 FBXL20 PCDH11X ADNP CLIC1 ZSWIM3 KLHDC3 ZDHHC14 ACOT8 INHBE HDDC3 GRM7 PATZ1 GNB4 FKBP11 FUT8 MRPL14 BCL11B BCL11A NSUN4 MPC2 THBS3 TBX6 BRD2 NLGN2 PHF12 MTF2 SOD3 RAB30 LRP1 RAB35 GSK3B BLVRB JADE2 PBX1 C1orf122 LRP2 PBX2 TOB1 LIX1L XPO1 SEPTIN1 SKIDA1 RBM3 FGF11 TAF8 KNTC1 EIF5A CBX6 TRIM46 KMT2E WNT4 WNT3 ANK2 GATA6 HOXC4 WDPCP GABPB2 RNF213 SIX2 ARID1A SIX5 SIX4 YBX3 WDR81 SLITRK3 SMARCA5 SPTB GAL3ST4 ONECUT1 FBRS C1orf43 RSRC2 OAZ2 HOXA1 MEIS2 HOXA4 ITGB6 TSSK3 NDRG2 ENTPD1 ATG12 ATL2 TMEM134 TUG1 CPNE8 SPTBN4 ITGA3 RPRD2 CACNA2D3 SHANK1 PLEKHA4 HOXB4 MEA1 CXCL14 DSG3 ITGA5 HOXB8 INKA1 SALL1 CACNA1D SGIP1 E2F4 PRKAG1 IL21R HR PRRX1 GABBR1 SYNGR1 FES APOBR ARHGAP5 PCBP4 YRDC MGLL NXPH1 NRIP3 OTX2 CDK8 TOR1AIP2 PIP4K2B IGFALS PRKCG KRTCAP2 HMGA1 PADI1 EIF4G1 EIF4G2 HOXC11 KLF3-AS1 CNTN2 PTMS NFIX DCN SRCIN1 RASGRP2 MSI1 PAFAH1B1 ADAMTS12 TGM6 FLT1 NCDN MAP1B NF1 KCNN3 SULF1 NIPBL SP6 IGFBP5 RNF145 MEX3B MZF1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/MZF1_02 CDX1 JAKMIP2 FAM117A EFNA1 SYT7 USP54 GRIN2D LIN28A BAIAP2L2 LRRC8A LRRC41 H1-0 MIR22HG STC2 PTPRF ANKS1B CYP1A1 RCOR2 TAOK2 PCF11 SSTR3 PHLDB3 MLLT10 HSD11B1 ROR1 LRCH4 NAGS PTCH1 CHCHD7 TAB2 INTS9 STX16 HOXA10 LHX4 ALDH4A1 LHX6 HNF1B HNF1A TSEN54 LHX9 UBE2K PLAG1 CDK12 COLCA1 DNMT3A ZEB1 KLF12 ASXL1 MAML2 GGN GART NTRK3 SUPT16H H3-3B DHX40 GRK5 FGF5 ZNF532 ELF4 KCNIP2 WBP4 MECOM P4HA1 SEMA3F PIK3AP1 ZNF644 RAP2C TLE3 TP53 MMP1 ZBTB26 CHRDL1 XPR1 SERPINB2 SEMA4C OGA ZMYND8 BRSK1 FRMD6 ZBTB9 EHF CLDN15 CSDE1 LRRTM4 MRPL14 BCL11B LRRTM1 ARMCX3 BCL9L HBP1 MLLT6 TLX1 NOS1 NLK ZNF24 PPP1R10 NLGN2 ELAVL2 PHF12 ATP1A2 ELAVL4 YWHAE FYN JADE2 NEUROD2 ZNF462 ELOC HNRNPA2B1 SLC22A17 XPO1 HMX1 SKIDA1 CBX3 TGFB1 CBX6 KMT2E CGGBP1 HOXC4 TPT1 SLC4A2 FBXO24 TFAP2D KLF6 CASKIN2 PHYHIP MTA2 LYPLA2 ARID1A VAX1 TRERF1 WDR81 RHBDD3 MRPS18B VAMP1 PRRC2A CAMTA2 TMEM256 ADAMTSL1 TCEAL7 TFE3 FBRS MAP4K1 ENSA KCNS3 MEIS2 EHBP1 TFDP2 EIF3K EWSR1 RUNX3 GABRA3 RFX5 SLC6A12 MRC2 FOXP1 SLC25A12 POLD4 HOXB7 CXCL14 OTUB1 HOXB8 SALL1 TMEM88 C6orf62 CLDN6 HR PAX2 PTMA GGNBP2 ORC4 PCBP4 GPC6 ARHGAP1 FAM117B GPR162 ZNF408 IGF2BP1 EVA1B IGF2BP3 NKX2-1 KLK13 EGR3 SSBP3 NOL4 OTX1 PARP8 G3BP2 VASP VAT1 LCOR EYA1 HOXC11 UQCRH WRAP53 TBCC NCOA6 ATXN7L2 AAMP ZADH2 PATL1 PNKD PTCHD1 UNC80 CCDC24 NFYC NFIX TCF7L2 HIC2 IGF1R REL PRRG2 OXCT1 PRDM10 RASGRP2 CHD2 PPP1R12A MSI2 NFATC4 FEZF2 CDK13 PAFAH1B1 TNPO2 PLPP3 BAHD1 THPO FOXL2 UBE4B SOX30 NF1 C1orf21 GDPD2 SON UTP18 MED13 SP4 HMBOX1 ZID_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ZID_01 MRPL40 KCNE5 LTBP1 GDF1 MSTN PGF NELL2 HIRA SLC35A1 BPIFB6 AMOTL1 SART3 BTK IRF2BPL HTR1B LIN28A PHTF1 FAU PIANP DHX30 PPTC7 PRMT3 RNH1 TMEFF1 CAPNS1 CNTLN C17orf64 POLG MECP2 TAOK2 MYH6 TSC22D4 PRELP PCF11 SPAG8 RBM15B MTF1 MRPL49 LRCH4 TRAPPC3 SUPT6H PLA2G2F ADSS2 CDK5R1 CASZ1 GCNT3 ENPP1 ERBB3 XK GNL3LP1 ZNF513 DMD CLEC4D SAT1 UBE2Z CCNYL1 TCF4 PPP2R2B GDPD3 PLAG1 CBLN4 MTMR10 ZEB1 MACO1 OARD1 TP53BP1 ESRRG PNCK XRCC6 SERPINI1 DDX5 DCHS1 GGN ZCCHC14 TNKS1BP1 SEMA6C ARHGAP44 ATP2A2 RBPJ TRIML2 RAB2A SUPT16H PRR34 MARCKS MAB21L1 SECISBP2L C12orf54 NEURL1 ZBTB33 XIRP1 FASTK KCNK10 WHRN DOK7 ZNF654 SMTNL2 PAMR1 TMEM255A ZNF287 CACNG2 OTUD7B THSD4 FKBP14 RIN2 SIAH1 ADAM12 RAPGEFL1 ABTB2 H2AC7 ZNF646 CIPC TMUB1 CSDE1 RB1CC1 TAGLN3 DDIT4L THBS1 TLX3 TLX1 H2BC7 SETBP1 FIS1 NLGN3 ITPR3 MRPL24 RPS6KA4 MEOX1 BCAR3 BCAM PLXNA3 GRIK3 ZIC1 VCAN TRIM46 TIAM1 PAPPA PLEKHA8 PHOSPHO1 FBXO24 WNT6 SCRT2 LBX1 BICDL1 HNRNPUL1 NUFIP2 DCLK1 PKIB ZNF711 CMTM5 ACTN3 MANEAL CDKL5 ZKSCAN8 ISCU PA2G4 MAP4K5 AKAP1 FGFR1 HMGB1 LRATD1 NT5C1B CCDC85B FBXL3 SPINK5 PRSS36 ELK3 AFF4 COMMD10 SESN3 ANAPC15 MEIS2 HOXA3 CHMP4B SKIL THAP10 HCN4 SDF2 SNW1 TUG1 AP2M1 GABARAPL2 B4GALT2 EPB41 UST ANKH FOXP1 MYO10 MPZL2 HOXB8 ZIC4 CERS1 HOXB9 H3C4 BEND6 PHF8 CHRD DNAJB5 GPR173 TLN1 TPRN KDM6A PAX6 HR CTCF DDR2 SMDT1 EVA1B TSC22D3 TMEM145 PSMD8 GALNT17 MPP3 CCDC121 MBNL1 FAM83H KRTCAP2 SERINC1 UBE2N CA9 PSD STXBP6 GPHB5 ATXN7L2 ACVR2A CNTN1 RBM26 KPNA4 NGFR JMJD1C SNX12 PTCHD1 DPF3 YTHDC1 CEP95 APEX2 NFYA PIPOX STX1B ANXA9 C1QTNF6 ZNF668 CHD2 MSI2 METRN PAFAH1B1 ODF2 GFI1 CHD4 THPO BAHD1 ERF LRRC49 PLP1 PDCD10 ZDHHC24 MIR17HG CREB3 DRG1 BCS1L DACH1 ISL1 CDC25A PHLPP1 MTMR11 SLC17A3 TPGS2 SP4 RSKR HMBOX1 IK1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/IK1_01 ATP1B1 FAM117A LTBP1 STOML2 LUZP1 RORA ZNRF1 IRF2BPL CITED2 SRSF7 ATP2B4 GRIN2B WWP2 C9orf43 COL12A1 RARB PI16 PRMT1 TWIST1 CRTAC1 ADAMTS20 LIFR CYP26A1 POLA1 PREX2 LUC7L3 BTF3P11 MSX1 RND1 DOC2A IFNB1 JUN APPL1 PPP2R5E VSX2 PIAS1 PRDM1 SERBP1 GATAD1 RAB10 NEK4 NEK6 CLCN1 PTCH1 HOXB13 GNL3LP1 KCNJ2 EPHB2 ZBTB37 TBXT CLASRP SYCE1 CD69 NOA1 ADGRB3 LHX6 FBXO3 IL1RAPL1 BMP4 TRPC1 TRPC4 ZEB1 ABR RNF43 TASL ST13P4 RHBDF1 ZC3H11A SMYD2 DDX5 PCDH17 DCSTAMP SEMA6A LAMA1 DLX1 WDR62 ZSCAN29 SOBP OR10A5 BCKDK KCNAB1 ELF5 TBX20 ZNF710 NFKB2 ALKBH6 SEMA3G LRP2BP CCDC91 CFAP251 NR2F6 IL13RA1 USP15 ICAM1 LINC00670 PDE10A MMP16 ELMO3 SLC26A6 GNB2 C9orf139 RRM1 SGCD GUCY1B1 GADD45B NSD1 TBX19 THAP8 TMEM94 MED1 PHLDB1 FOXO4 NNAT MKNK2 NDUFAF3 EHF ITM2B POLR2B ZNF687 STARD13 CCL20 GPM6A BCL3 BAZ2B APBA1 VPS53 TES FOXD3 EIF4ENIF1 IL6 PNLIPRP1 NLK ATP1A3 PPP1R10 POLR3B LCN10 ITPR1 MID2 LRP1 MEOX2 MCU C1orf122 LRP2 ABCC5 TJAP1 MRPS36 SNCAIP TNNC2 SKIDA1 GNA11 FGF17 RBM4 TNFSF15 ACKR3 LNX2 FGF13 MOB3C TNFSF18 CHAD TOR1AIP2 HOXC6 TOP1 PROP1 MYOCD CDKN2C PACSIN2 HOXC4 GP2 HOXC5 GSTT4 PRKACA RBMS1 SOCS2 RNF213 RELB ACTN1 ARID1A ERC1 SLITRK1 MRPS18B DLL4 VSNL1 TFAP2A VAMP3 AHNAK ASCL3 COBL NAPG CPSF7 SPEN KRT36 ABCA2 NAPB POLE3 ARPC2 ELK4 TEF HCN3 HID1 ATXN7L1 RFX4 ADAMTSL5 WRN NR4A3 TINAG FOXP1 BRCA1 ANKRD39 HOXB4 CXCL14 P2RX1 ZIC4 SALL1 ZIC5 TMEM88 HIVEP1 FNBP1L SORBS3 VARS2 FOSL2 APOLD1 TMEM95 VGF KCNQ4 ARHGAP5 YRDC NFATC2IP KIRREL2 MRTFA SHC3 TNIP1 NKX2-1 PURG R3HDM1 KIF12 TUBGCP4 FILIP1 OTX1 PARP8 CILP CDK6 UBE2H HMGA2 VAT1 CD86 ACVR2B NCOA2 HOXC11 DHRS4 PSD ZPBP2 AAMP ZFPM2 KPNA3 PATL1 PNKD TNFRSF21 COX18 CEP95 HS3ST4 NDP SAV1 LRMDA DHRS4L2 NR3C2 FAM89A TMEM69 SMOC1 RNF128 MSI1 TGM3 POU3F3 PLA2R1 PLPP3 DALRD3 MIR17HG CD93 RDH10 SP4 JPT2 SP6 ARAP3 IK2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/IK2_01 LTBP1 FAM20B ADCY6 LUZP1 RORA SLC26A10 SLC35A2 AGBL5 IRF2BPL MAGED1 BDNF CYRIA DDX17 GRIN2B CCN2 CERT1 COL12A1 STAG2 MAP2K6 PRMT3 TYRO3 NSMCE3 MYH1 CRYAB CYP26A1 COLEC11 TGIF1 HES1 DENND1B PCF11 MSX1 CGN PRDM1 PIAS1 PMP22 RALGPS2 PTCH1 EXOC3L1 NFKBIE PDLIM5 EPHB2 CALU TBXT CLASRP TMCO6 SAT1 HAUS3 MN1 BLNK NR1H3 ZEB1 KLF12 LRRFIP1 SMYD2 DCSTAMP EPHA2 PTPN12 DLX1 ABCG5 ARHGAP44 ETS1 SUPT16H SYTL2 GRK5 NRP2 BCKDK RBM14 ELF5 ALKBH6 CCDC91 SEMA3F GUCY1A2 AGPAT4 ATP6V0D1 NAA15 TLE3 MBD5 CACNG3 ELMO3 IGSF22 SLC26A6 GNB2 SLC26A7 SERPINB7 SGCD TBX19 ZNF485 PPFIA2 TMEM94 FOXO4 CA14 USP2 SGMS2 NNAT EHF NDUFAF3 ITM2B GPM6A BCL2 BCL11A CKMT1B BCL3 ETV1 TRIM50 FOXN3 SLCO3A1 VPS53 RASA2 WNT8B TES GDI1 JARID2 NLK POLR3B PCK1 GBA2 LRP1 C12orf50 LRP2 SNCAIP AP1G2 FGF17 CAPZA1 TNFSF15 PRICKLE3 FGF13 TTN TNFSF18 TOR1AIP2 HOXC6 WNT4 ASPA MYOCD ANK3 HOXC4 HOXC5 VEGFA RBMS2 PDGFC GLP2R ATOH7 LINS1 RBMS1 TTLL6 RNF213 RELB ACTN1 FGF20 PKIA ERC1 TACC2 HCST ASCL2 SLITRK1 VSNL1 HSPB2 TFAP2A VAMP3 ASB4 PRPS2 ASB7 AHNAK CPSF7 BMPR2 FBRS CXXC4 STIP1 NAPB CACNA1C HOXA3 P2RY4 ELK4 FOLR1 OVOL1 HCN4 AXIN2 BMF ATXN7L1 PHACTR3 RFX4 TEAD2 KCTD4 ANKRD39 DOCK4 HOXB4 HDAC4 ST7L HDAC3 CDKN1B HOXB2 CXCL14 P2RX1 HOXB5 MYH11 CPNE1 TMEM88 HIVEP1 FPGS BEND6 NFKBID SLC5A3 FNBP1L SORBS3 E2F4 FOSL2 VARS2 PRKAG1 IGFBP6 TMEM95 MXRA8 AMMECR1 CXCR3 RUNX1T1 GPC4 PAK6 KCNQ4 OSR2 PAK3 SHC3 FAM50A BOC KPNB1 NXPH1 AKT2 SPEF1 PARP8 CDK6 HMGA2 ACVR2B RELL2 CD86 HOXC11 NCOA2 PSD UBE2E4P CHST8 GRAMD1C CNTN1 ZFPM2 ZADH2 NRGN PATL1 KBTBD8 VIP TNFRSF21 SHCBP1L NDP LRMDA CDH5 PRDM13 IGF1R PPP1R12A HS6ST3 LINC01565 POU3F3 NFATC4 KRT3 ODF1 PLPP3 RNF122 DALRD3 ACTB KAT14 RDH10 PARP2 SPEG ACE2 JPT2 SP6 SP7 ARAP3 RNF182 NFIA IK3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/IK3_01 FAM117A LRRC8E RABGAP1L PAN2 KIFC3 GRIN2B STAG2 TYRO3 OLFML1 CD3E RCOR2 MECP2 LIFR TSKU BTF3P11 PCF11 MSX1 SRPX2 CCDC148 SMPX TGIF2 TSC22D1 TRAPPC3 EXOC3L1 NFKBIA ESM1 MYT1 TBXT TAL1 CLASRP NOA1 ADGRB3 PPP2R2B LHX9 SLC44A1 TLCD3B ZEB1 RNF43 ST13P5 ST13P4 PCDH10 RHBDF1 OSBPL7 ZC3H11A ARMH3 SERPINI1 TNNI2 CYP17A1 RGS5 PKP4 CHRNB2 WDR62 NNMT PRRT2 RTN1 KCNJ13 LRP2BP MAP1LC3A PTGES EVI5L SPIB SEMA3A SLC50A1 CCN1 MMP1 FLNC RBBP9 SLIT3 PROK2 AMBN SLC26A6 ZNF362 SLC26A7 EIF4A2 USP25 KCNH2 MAP3K13 NSD1 ADAM15 THAP8 SCML4 CXCL5 MKNK2 EHF CXCL6 EDEM1 POLR2B CCL20 RAB11B C2 BAZ2B ETV6 USP34 APBA1 SKA2 VEZF1 LMX1A SUGCT LCN10 MPLKIP ASIC1 C12orf50 BNC2 EPPIN NHLH2 CLRN1 TJAP1 MTSS1 XPO1 BCAM AP1G2 GABRB1 FGF17 PRICKLE3 FGF10 SLC22A11 JAG1 CBX8 TNFSF18 CHAD STARD3 WNT3 ANK3 GATA3 STARD8 CA10 MADD IGDCC3 ACTN1 SIX5 FGF20 PPP1CB IL11RA HCST RTL9 MAP4K4 SLITRK1 CCDC3 CADM1 VSNL1 TFAP2A VAMP3 ASCL3 SLC38A5 CPSF7 NAPG TINAGL1 KCNA4 TIMP3 RBX1 CEPT1 PRR11 ARPC2 SLC30A3 HCN3 HECTD1 ARHGAP29 EPB41 BEST3 DNAJB8 HOXB4 NEDD1 DIO2 SALL1 TMEM88 HIVEP1 HOXB9 NFKBID E2F4 UBXN4 PRRX1 GABBR1 RHOQ AMMECR1 SDHAF2 FOS FRMD4A C18orf25 ACOT9 POU4F2 MRTFA KIRREL2 TSC22D3 EGR1 TRPM3 RAMP2 EGR3 OTX1 PARP8 IGFALS AAMDC CDK9 MBNL2 HMGA2 PURA DHRS4 PSD CHST8 GRAMD1C CNTN4 PATL1 PNKD TNFRSF21 DNAH9 MDP1 SNX16 UPP2 CD40 C1S DBNDD2 SYNPR DCX PLPP3 MMS22L MAG PDCD10 GNAO1 CEP120 TMC4 INKA2 SIRT6 RSF1 SLC6A9 WSB2 JPT2 ACE2 SH3BGRL2 SP6 ARAP3 CDP_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CDP_01 CAST FOXA2 DPH3 PPP2R5D MITF FGF13 FGF12 PTMA ACER3 SLC5A12 HOXC6 TTR HOXC4 SIAH3 FOXF2 CDK19 KCNT2 CIB3 WDPCP PHC2 EGR1 CASKIN1 SCRT2 ADAM11 ATP11AUN CNTLN RREB1 STMN2 MGAT4C OXNAD1 STMN4 HTR4 AAMDC HERC4 MDFIC SOAT1 ST6GALNAC5 CCND1 BAZ1A ZBTB18 TAF15 AC141586.1 PRMT5 GC CALCR IRX4 CSF2 ME3 CEACAM19 TAC1 TEX26 NFIX ATP6V1B2 MEIS1 EDEM1 PIPOX OTP UBR5 PRDM12 HOXA3 ALB SMOC1 POU2F1 CHD2 HOXA9 TMSB4XP6 NDUFA4L2 TMSB4XP8 MN1 NKX2-2 TMSB4XP4 THPO TMSB4XP1 HS3ST3A1 MYO1B GABRA6 CELF2 ESRRG KLF14 RSF1 FAM169B CACNA2D3 RALYL TP63 AFP SLC17A6 SULF2 DCDC1 FYN HOXB8 SVIL EBF2 NEUROD6 RERE ADAMTS6 ACAWYAAAG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/ACAWYAAAG_UNKNOWN SNCG S100A3 LIX1L CDX1 PDGFA GABRB2 SKIDA1 GRIK3 HOXD12 CASK MMRN2 CHMP2B ROBO1 TIGD2 H2AX ATAT1 TBPL1 SIX5 PREX2 FGF20 AP5M1 SPAG9 ZBTB40 HNRNPA0 LRCH2 HSD11B1 ASCL4 PAM SCP2D1 REV1 PTK7 RTRAF PAQR9 EPHB3 OTP OAZ2 NUMB TMSB4XP6 CLASP1 TMSB4XP8 LHX9 GAD1 TMSB4XP4 FN1 PARD6A TMSB4XP1 ABR RYBP RPRD2 REM2 ANKH DDX6 DOCK4 SHOX2 KCNQ1DN HOXB7 SMARCC1 MYH10 LIME1 GPC4 JADE1 ARHGAP20 HEY1 NARF DOCK11 ZC3H6 NOL4 GSC TLNRD1 OTX2 PCDH8 TENT4B CLC EML4 LCOR EYA3 HOXC11 GPHB5 CUTA LIX1 ZNF277 TMSB4X SLC27A4 RAB3C SAAL1 HSD3B7 RAG2 PRDM13 ALDH1A2 LRRTM4 HAND1 KCNE1 DCX RNF122 AKIRIN2 CSRNP3 SIRT6 ELAVL4 GABARAP EXOC5 RNF44 DKK1 TRPC4AP TMEM126B NHLH2 CHN2 PBX1 PBX1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PBX1_01 SYT1 FAM117A LTBP1 AQP9 SYT4 GDF7 STAT5B AQP5 MSL2 PTTG2 IRF9 HOXD10 SRSF7 CYRIA BDNF RAVER1 RARB MAP2K5 NR2C2AP CNTLN EMX2 FANCB HCFC1R1 PRPF38B HNF4G PREX2 ZFHX3 TBR1 PRDM8 ADAMTS6 SPX SSTR1 VASN PGM1 ATG2B CD226 WFDC2 EMCN ERBB4 HOXA11 CEACAM19 DUSP10 MYT1 LIF CD68 SAMD1 HLA-DOB IL1RAPL1 SREK1 TCF7 RNF43 ALDH16A1 OSBPL7 PCDH10 RALYL DDX6 SERPINI2 ABRAXAS2 PRRG4 NOTCH2 DLX1 ARSG CD58 SUPT16H TMOD3 PRR34 WDR49 SCHIP1 FGF5 SEPHS2 ZBTB22 ZNF532 MITF NAP1L2 SCT GPX1 PHF21A STAC2 PBXIP1 TIMM10B ANGPT1 CCER1 TLE4 ZNF143 C19orf33 CCND1 AMBN CCND2 MOSPD2 CSF2 SDCCAG8 YWHAZ TFR2 SH3D21 CFB FNDC7 ZBED6CL PPP3CB CSRNP3 JARID2 SWAP70 NLK PPP1R10 PDZRN4 ELAVL2 LIM2 GABARAP DUSP5 BNC2 GSK3B JADE2 NHLH2 DPYD VPS37A TOB1 STT3B SLITRK2 AP1G2 SKIDA1 ANKRD2 FGF13 RBFOX2 CNOT7 ZIC1 CDHR5 ZIC2 TAPBP TTR OLFML3 DAB1 PAPPA ZMIZ1 ROBO3 CIB3 CARTPT CHAT KMT2A HNRNPUL1 FUT11 ZNF711 VAX1 SIX6 TRERF1 JUNB NVL ZBTB40 CBLN1 HOXD8 MRPS18B STMN1 FBXO11 MYL2 REV1 ONECUT2 AK8 KCNA3 ROPN1 SOX6 REEP4 HOXA2 HOXA3 AXIN2 PHACTR3 UCKL1 NEUROG3 CACNA2D3 TINAG HOXB2 HOXB8 SALL1 ZIC4 EBF2 PRICKLE2 SLC13A1 CPNE1 KCTD15 HOXB9 PHF23 CPB1 XCL1 TAFA1 HDAC9 XCL2 MYPN TSHZ2 NR6A1 IRAG1 PAX3 ARHGAP15 GPC4 SLK NUDCD1 SIAH3 ACYP2 CDK19 SCN7A SHC3 PRL DLG2 SLC43A3 CCDC60 IP6K2 PTGER1 CAMK1G SRRM4 LEF1 MRPS6 PCDH7 MBNL1 SMC6 KIF19 SMTN COMMD3 UTS2R KRT85 ZFPM2 PPM1L CALCR CALD1 NDP NANOS1 LRMDA CRNN RPA3 PRDM13 GADL1 CHD2 CAMK2D ZNHIT2 NEDD4L DCX NOTCH2NLA GEN1 GEMIN4 EHD4 COL4A4 PTPRC COL4A3 ERG SPACA9 BEND4 EDEM3 SIRT6 DRG1 SLC10A2 AP000708.1 COL4A6 CELF4 COL4A5 THOC6 A1BG SLC6A9 SLC17A6 ID2 SLC18A2 TBL1X BMPR1B NFIB FEZ1 TBL1Y PAX6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX6_01 ITGB3BP SLITRK2 LMO3 STOML2 RORB FLI1 SOSTDC1 CMTM4 FSTL5 H2AZ1 BHLHE22 WDPCP TWIST1 FAM122A DSCAM MAP2K5 CCDC103 PHOX2B POU2AF1 YARS1 HRK LUC7L3 TRERF1 BAZ1A HNRNPA0 LHFPL1 TMTC2 PDGFRA FIP1L1 RRAGA SOX4 CNTFR REEP4 OTP CACNA1C DMD OVOL1 MAML3 TCF4 RHOBTB3 CPA4 TAF5 PTPN4 TEAD1 SERPINI1 TAX1BP3 WWC2-AS2 HSD17B10 GNAZ SLC5A3 GLRA1 SH2D1A OLFM4 CAVIN2 SERTAD4 ZBTB20 JPH1 NKX2-1 EFTUD2 SRPK2 KIF12 FILIP1 MBNL1 HMGA1 ARHGAP26 UBE2N SLC26A6 CHRDL1 LIX1 EMC6 RRM1 ACVR2A JMJD1C RTN4RL1 USP9X UBALD2 SLC39A13 LRMDA NFYB XKRX SUMO1 EMC7 GPM6A PGBD4 ETV1 CHD6 NOX4 ERG PDCD10 METAP1D JARID2 LRRN2 ARHGAP33 BEND4 LMNA C1orf21 ZBED2 DKK2 SLC6A5 KCNN3 SP7 TIAF1 PAX2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX2_01 ITGB3BP TTLL10 RBM3 CDCA7L CBX8 VCL JADE1 LRRFIP2 KMT2A MAP2K5 ANKS1B ACTN4 ANKS1A NKX2-8 PDE10A MBNL1 TAF11 ADRB2 JMJD1C CEP95 EDA MIOX ACADSB UBASH3B TMEM187 IKZF5 SEC14L1 PRDM13 NPAS2 HPSE2 DMD RNF128 HOXA10 H4C3 FOXN3 KRTAP17-1 POU3F2 PCYT1B HNRNPH2 KCNE4 JOSD1 ZNF263 FLRT1 PDZD7 TAF5 MAP1A BEND4 OR2L13 ZCCHC14 FOXP2 FOXG1 ASIC1 CELF6 CDH16 GLA SPRR1A NIPBL MARCHF1 HDAC9 S8_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/S8_01 MEF2C CGA SCN3A C5orf64 FST RORB LEMD1 ZNF804A ALKBH5 DSPP BTBD3 PPP1R2B OGT LRRC4 PHOX2B ARHGEF38 EFNB3 CNTLN RREB1 NOL4L BARHL2 EOMES GRIN2A PRPF38B PREX2 LUC7L3 FAM53B PRDM8 CD36 MLLT10 MAPK8 HAS2 EFNA5 STC1 ADAMTS3 MCTS1 RALGPS2 ACADSB GCNT2 ACP6 ITGA11 MYT1 KRT23 HESX1 PCNT DMD IL17F TXLNG LAMB1 BMP1 CELF2 LYPD1 DDX5 KCNK2 SHOX2 DLX1 JAZF1 RGS8 SYTL2 PRR34 MAB21L1 BMP5 OPRM1 JPH3 NRP1 MITF LINC01164 MMP27 UVRAG TYR SLC24A4 XYLT2 ZNF148 SLC24A2 RFX8 TAS2R7 ZBTB20 SEMA3A ADAM11 CCNJ POGZ GSE1 PRG4 INPPL1 TLE4 FOSB GRM5 SYT9 SLC26A7 TMEM94 SLC39A14 CLDN17 IKZF5 EHF NEO1 HPSE2 LRRTM1 GBX2 ETV1 SYNRG PRSS12 WNT8B TBX6 CS PDZRN4 NLGN2 SLC10A7 FAM169B ITPR3 STAT3 FBLN2 HERPUD2 CLRN1 HTR2C DNAJC5B LMO3 PDE3B SEL1L3 HOXC6 PECR PROP1 ANK2 SLC25A25 HOXC4 MS4A1 PRKACA MTUS1 LINS1 KAT6B DSCAM TTLL6 TMEM169 LBX1 HRK PRKAB1 SIX3 SOCS5 ARNTL RTL9 PSMA1 HOXD8 TMTC2 SIX1 TESK2 ASB7 ASCL4 ZRSR2 EDC4 SSH2 ONECUT2 SOX5 PAQR9 ST8SIA3 MEIS1 COMMD10 KCNS1 POLE2 ZEB2 KRT32 PPP1R16A HOXA7 OVOL1 GRPR GTF2A1L HOXA9 RNF11 LRFN5 ASF1A ZNF423 DIXDC1 ATXN7L1 SLC6A15 ARID3B FOXP1 SALL3 CXCL14 HOXB7 DIO2 EBF2 HOXB6 CYFIP2 RFX3 KCTD15 PARD6G CLDN8 NPEPL1 ABHD17B CLSTN2 TSHZ2 DEDD PRRX1 UBA3 RUNX1T1 OSR2 KRTAP11-1 GRWD1 SIAH3 HEY2 PTH1R PHC2 KLK13 TRPM8 CNTNAP4 OTX2 LDB2 SEZ6L MBNL1 ESR2 NRXN1 PURA TRPM1 LIX1 TRIM24 KRT85 ZFPM2 SEZ6 GAP43 LCP1 IRX4 IRX6 CEP95 GPRC5C TCAP CNN3 CALD1 MINK1 CTNND1 TAC1 ZFHX4 PIPOX DCT PRDM12 ARHGEF10L NPAS3 FIGN INPP5F NFATC4 FEZF2 PIK3R3 GEN1 RNF122 PLPP3 CEP120 B3GALT1 TP63 SULF2 SH3BGRL2 CDP_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/CDP_02 MEF2C SYT1 PTGS2 ANKRD2 MINDY1 ADGRL2 CDCA7 BHLHE22 BIRC8 TFAP2D STAG2 MROH2B PITX2 HNF4G PKD2L2 SLITRK2 LRCH2 LSAMP CADM1 GTF2IRD1 SIX1 GC LRATD2 GINS3 CNIH1 HOXA11 CEACAM19 AK8 DUSP10 SOX9 CARF MEIS1 LIF SEMA5B HOXA2 HOXA7 TCF4 IL1RAPL1 HCN1 COLCA1 MLN ATXN7L1 PHACTR3 UCKL1 CACNA2D3 EPHA3 SREBF2 DOCK4 SEMA6A HOXB7 HOXB8 SALL1 MARCKS SLC5A10 MAB21L2 MYH10 NDST4 FGF9 TSHZ2 MYPN CPEB4 PRKAG1 PTMA RUNX1T1 GPX1 SLC1A3 CCDC91 SIAH3 CCDC60 SRPK2 NRXN3 TMEM255A OTX1 PTF1A MBNL1 ZNF689 KIF1B GNAQ CCND2 ACVR2A PPM1L LCP1 TFR2 IKZF2 RPA3 CDH9 DGKB GPM6A POU3F4 GBX2 WDR12 DCX ETV4 FOXD3 ERG GNAO1 TBX3 SPACA9 JARID2 CS PDZRN4 GRIA3 DACH1 A1BG SLC6A9 RBFOX1 HNRNPA2B1 SP8 OGG1 PCGF2 TOB1 CDPCR1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CDPCR1_01 NOG PLXNA3 THRA GRIK4 STAT5B PRR35 FGF12 IL15 HOXD10 HOXC6 CUL2 TBC1D14 GATA4 BTBD3 LIN28A HOXC5 KAT7 CIB3 STAG2 BHLHE41 WDPCP KCND1 STMN2 BARHL2 PLA2G15 SERPING1 ZNF503 VAX1 RPH3A CDIN1 ZNF516-DT FCHSD1 EXT1 EMP1 GINS3 MGAT5B KCNA1 PPT2 CSMD3 TMEM237 PIGP MEIS1 HEXIM2 PFN2 KCNS1 HOXA10 SFTPC DYRK2 IL1RAPL1 MN1 NOVA1 NKX2-2 TUG1 ATXN7L1 KMT2A RFX4 CPNE6 EEF1A2 MAOB KLF15 SERPINI1 GART FOXG1 HOXB4 PHF3 HOXB2 DIO2 NTRK1 ITGA7 GRB7 ST7 DPP10 RUNX1T1 INSRR SIAH3 PAX8 NR2F6 EGR1 KDELR2 NOL4 ADAM10 NRXN3 TLE4 MBNL1 PIGN ZNF689 AMBP HOXC11 ATXN7L2 PTCHD1 STEAP2 AGBL4 CREM NR3C2 IKZF2 COL2A1 TCF7L2 TRIB2 DGKB AP3M2 CYP26B1 ETV1 RTN4RL2 BRINP3 INSM2 TBX6 MAG DPH1 ERG AKIRIN2 PDCD10 TBX3 SLC12A5 ZNF827 NUCKS1 NTNG2 BRINP1 CELF4 RLF DUSP4 SON AK9 NHLH2 TUBA4A LINC00173 TUBA4B PCGF2 E2F8 NFIB CDPCR3HD_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CDPCR3HD_01 NOG STAT5B PRR35 HOXD10 CCN2 LIN28A BTBD3 TLK1 STAG2 BHLHE41 TWIST1 PHOX2B NOL4L BARHL2 ZNF503 SERPING1 HNF4G BBOF1 FCHSD2 RAB10 EXT1 ALDOA MGAT5B TET2 ESM1 MYT1 HEXIM2 HNRNPA3 PFN2 DMD HOXA10 LHX6 MN1 IL1RAPL1 SPP2 NKX2-2 GIT1 AEBP2 KMT2A OSBPL7 SMAD1 KLF15 COL16A1 SERPINI1 GART EMILIN1 C2CD5 NTRK1 TSGA10 PDZD2 JPH4 FGF8 PRRT2 FAM3A DPP10 INSRR ADCK1 C14orf132 DNAJC11 ZBTB16 NR2F6 CALN1 MIER1 NABP2 ZNF644 KDELR2 ADAM10 ZNF335 AMBP GNB2 KCNH7 KCNH2 STEAP2 MECOM CREM ZBTB9 IKZF2 EHF CCL27 PDE1A ETV1 TLX1 HAPLN1 TBX6 TBX3 MCF2 NTNG2 NUCKS1 NPR3 RLF ASIC1 CDH13 YWHAG FYN DRP2 RBFOX1 JADE2 DTD2 TUBA4A HNRNPA2B1 LINC00173 NEUROD6 TUBA4B E2F8 PLXNA3 FOXN3 WNK1 GRIK4 CBX3 IL15 AASDH ROBO1 TBC1D14 HOXC5 GATA4 IFRD2 CIB3 NEGR1 WDPCP S100A10 KCND1 STMN2 PLA2G15 RPH3A CDIN1 ZNF516-DT TIMELESS RASGRF1 TMTC2 SIX1 EMP1 GAL3ST4 TMEM256 SLC38A2 GRB2 SLC38A6 KCNA1 SOX5 AK8 CCDC88A CSMD3 PIGP MEIS1 RBX1 HOXA2 FBXW7 KCNS1 SMARCB1 TSSK3 SFTPC GTF2A1L LRR1 NOVA1 OBSCN ATXN7L1 NIN RFX4 KCNB2 EEF1A2 CPNE6 RAB33A SREBF2 DNAJB8 HOXB4 SLC25A14 HOXB1 HOXB2 DIO2 P2RX3 ITGA7 RBM39 GRB7 HABP2 ST7 NXPH4 CLSTN2 TSHZ2 PRKAG1 DACT3 VGF CBFA2T2 RUNX1T1 MAX KCNQ4 DES PEX1 SIAH3 DLG3 NRG1 DLG2 NOL4 EGR3 TRPM7 OTX1 EYA4 EIF4G2 EYA1 REEP6 BTG1 ACVR2A PATL1 IRX6 ING2 GALNT4 LRMDA NR3C2 ARL6IP1 POC1B NFIX TCF7L2 TRIB2 DPF1 MOAP1 PRDM14 CAMK2D MSI2 RTN4RL2 FAM78A BRINP3 DNAI4 MAG PDCD10 AKIRIN2 SPACA9 SLC12A5 C1orf21 ZNF827 BRINP1 DPYSL2 RBM48 UBL3 TAB3 CELF4 SON GCK DACH2 NFIB NPNT NRF2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NRF2_01 SYT5 UBE2F HNRNPD VPS52 BCDIN3D RAB1B PALB2 SRSF6 ZNF653 SRSF4 INSIG2 WWP2 PLOD3 LIN28A RAB25 EIF2B2 TIGD6 LRRC41 LRRC1 ITFG1 HMG20A CDC123 KDM5C MARK3 KAT5 DCUN1D3 AP5M1 RPS18 BAZ1A AAAS LRRC29 MTF1 PHLDB3 EIF2S1 ZNF384 ZNHIT1 BIN3 RPS10 SERBP1 STK11IP GNAI3 GNAI2 PYROXD1 ZBTB41 CWC25 AKAP12 ACP2 BCL2L1 SYVN1 MLEC ACAD11 NR1H2 INTS9 TSPAN31 DIABLO FBXO3 HNRNPLL PSENEN DHX8 SZRD1 TCF7 CELF1 TFCP2 U2AF1L4 DDX5 RPS5 USF1 ZNF585A PYM1 ZNF585B TM2D3 ARF3 LYRM1 MTFR1L DCTN5 KCNAB2 PHKB CPEB4 UFC1 NLRC3 DAXX LZIC HSPH1 ACTR2 DPP8 CAP1 COX15 CSGALNACT2 RAP2C MRPL3 TYMP CLMN ARHGEF7 ZDHHC5 MEGF8 UBA5 HERC4 ZBTB26 MON1B SENP1 WDR74 MED8 MPZL3 TOMM22 TUFM ZBTB11 TMUB2 UHMK1 RPL37 SF3B4 ITM2C ZNF687 MTMR2 CD2BP2 RPL34 BCL2 VMP1 FYCO1 SYNRG MTMR4 VPS53 AGL C14orf119 CSNK2B RPL27 ZNF22 RPL29 ZNF23 RMND5B NRAS EXOC5 SZT2 PSMD13 SPINDOC ZNF322 PSMD12 C12orf66 DRP2 SDHD RPL34-DT UBA1 TMCO1 PTRH2 CHERP EIF5A PRPF19 PRKCSH CBX8 KTI12 IQGAP1 RGL1 ZNF184 TBC1D17 BATF2 TRIM44 FGFR1OP2 DNAJC7 EIF3D RRAS AZI2 ACIN1 TRMT112 GTSF1 PRKACB CUTC FBXO22 FRS2 DDOST DNAJC1 SCAMP2 ZFHX3 FMR1 NUDT5 VAX1 STK4 TIMM8B DDIT3 TNKS2 SEC11A GPANK1 NMNAT1 DDX39B TMEM208 EDC4 CPSF7 CCDC85B ARPC5 DAZAP2 FBXW9 AKT1S1 ELK4 CSAD UGGT2 RPL6 MTPN THAP10 MSANTD2 GNL2 FIBP SLC6A14 KMT5A TOMM40 CRB3 RNPS1 B3GAT3 TOMM70 DDX50 DNMT1 PHF23 PHF6 E2F4 CPT2 PRDX5 LSR SDHAF2 ARHGAP4 NOC2L SPTY2D1 ARHGAP1 GTF2A2 SHC1 ZNF408 SEC24C ALX3 CHUK CCDC151 EGR2 ARL5B ATP6V1D ZNF689 UBE2N COQ10B INTS3 C2orf27A UQCRH TBCC PPME1 ACVR2A POMP NUDT21 CNPPD1 NKIRAS2 EPN1 INTS13 BTAF1 ING4 CKS1B AP1M1 PHB2 CEP95 FAM174A RETREG2 TNFRSF1A UBXN1 EMG1 PAFAH1B2 GTF3C1 ERCC1 KLHL17 ZNF22-AS1 DLST LRRC49 DTX2 NF1 RGS19 SIRT3 GSPT1 EDC3 DR1 NIPBL HMBOX1 CTTNBP2NL SCN4B CEBPB_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBPB_01 FHIT LEMD2 SYNCRIP STRN LUZP1 RORA VPS13C FAP RARB PITX2 VNN3 ACAA2 MIR22HG WNT10B STC2 POLG MYH3 RCOR1 PIM1 F9 MYH4 MYH7 MAGED2 TBR1 MIDEAS NCKAP5 PCF11 SPAG9 ZBTB18 SCYL2 STC1 ST18 ADAMTS5 ALDOA RNF17 ERBB4 PTCH1 CACNB1 SFXN4 CHEK2 VIT CNOT1 HEXIM2 PPP1R3D EPHB6 IL23A GYS1 CDC42EP3 KLF5 GLIPR2 MAP2K3 IL1F10 GARS1 TUBB6 DLX1 EPHA7 PLA2G4A TBC1D10B FLVCR2 RGS3 ECHDC2 MARCKS H3-3B CEP41 NRP2 GPR85 P2RY13 MYBPC1 FGF9 MITF KCNJ13 ASGR1 GPX1 PHF21A AP1S2 ZFYVE9 ANKRD11 SPIB FBXL14 ADGRG3 FLOT2 LGALS12 COL25A1 ELMO3 SRPK1 GRM7 EIF4A1 RUVBL2 MOSPD2 CLN5 C3 FBXW4 SLC39A13 MCMBP EHF PDAP1 CSDE1 PDE1B LRRTM3 ETV1 SBSN NDUFA4L2 FOXN3 DCAF6 ACSL5 CAPN6 KRT25 DLG2 MTF2 ITPR3 ETF1 AAR2 LRP1 DUSP1 CSNK1E PLPP5 NSD3 BNIP3L FAR1 GYG1 JADE2 TUBA1A AMTN TOB1 CTNNAL1 S1PR5 MTSS1 TNNC2 WNK2 SKIDA1 FGF14 AP1G1 LMO4 IL19 CBX4 TNFSF14 CASK MBIP ZIC1 FSIP2 IL10 KLHL7 PTGIR KLHL6 HOXC4 PHOSPHO1 RGN IL1B STK39 PDGFC WNT6 SPTLC2 PCTP ARID1B PPP1CB DDIT3 WDR81 ASCL2 GDPD5 EP300 VAMP3 ME3 TFE3 FAM217B ABCA6 C2CD2 RCAN1 FBXW7 CEPT1 DDX47 ALB HOXA5 PPL P2RY1 TFDP2 SFTPD OTOP3 MYRFL BMF LRFN4 ITK AFF3 RC3H2 LARP7 LPO S100A8 GABRA3 BMX FOXP3 DOCK3 FOXP1 FOXP2 MARVELD1 SLC25A35 ITGA5 ZIC4 CHAC1 DYRK1A FABP4 TAFA1 RBM39 PRDX4 SPRY4 MCEMP1 SIAH3 PAX8 RHOB PLCB1 PLCB2 BUD31 IMPDH1 CLIP1 SARS1 CCNL1 PRKCG PCDH8 MBNL1 SMC6 HOXC10 ADRB2 FAM53C PANK3 TSPAN5 TNFSF13B CFL2 CHST9 NADK NREP ACVR2A CASQ1 AKR1D1 METTL9 MREG TNF USP9X ERRFI1 PPM1A C1S DCN PCDHGC3 PRDM16 TPM2 TRIB1 GPR3 ACAN ARPP21 CHD2 FAM91A1 NFATC4 GEN1 KDM4A PIK3R1 CRIM1 APC BAHD1 SLC12A1 KLK9 TP63 YIPF7 IRF5 SPRR1B SULF1 ACE2 DSC1 TBL1X IGFBP5 TBL1Y ACCTGTTG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/ACCTGTTG_UNKNOWN PNMA5 CMBL FAM117A DST FGF17 SNCA RASGEF1B SEL1L3 NPAS4 KIF13A NONO PICALM ELOVL5 GALR1 SAMD11 RAPGEF6 MACROH2A1 TBC1D10A RARB DDAH2 FOXO3 MTUS1 WDPCP PHYHIP CASKIN2 YARS1 KCND2 HNRNPUL1 ZFHX3 NKX2-8 LRRC1 ZHX2 BRME1 NUDT10 PKN1 AP4M1 NUDT11 JUP PGM3 DOC2A PHLDB3 CADM1 SHF RYR1 TSC22D1 SYT17 CHCHD3 CACNB3 OCRL RIMS1 RIMS4 SORCS3 CYSTM1 HCRTR1 MUSK ZC3H18 TSEN54 TSPAN14 HAP1 COL18A1 GABRE GABARAPL2 CBLN4 ABR MACO1 SESTD1 RNF43 MRC2 C6orf15 NR4A2 SMIM10L2A GGN RERG SHOX2 LAMA4 NRF1 NOTCH1 PHF2 SLC7A3 ZIC4 COX6A2 RWDD2A CHRNB1 WDR1 UBE2E1 NEURL1 GPR85 JPH3 SOX21 RAB5C UCHL1 PRRX1 PIP5K1B KCNK13 CCDC112 KCNQ3 LRRC8C MCM7 DGCR8 PCBP4 TBC1D20 CHST11 RASL10B FOXB1 SEC24D SOX10 CLIP1 GALNT15 HERC4 MMP16 COL25A1 MAN1A1 EML4 ATXN1 ATP6V1C2 INHBA EYA4 HUNK KPNA6 HELZ2 OSBPL11 UNC80 GAP43 EPN2 ARL4A CLDN17 GRAMD2B YPEL1 USP30 ECEL1 BPTF NSUN5P1 TMEM263 NSUN5P2 NANOS1 NR3C2 MKNK2 NR3C1 MYCLP1 SUMO2 NPAS2 ANXA9 HRH3 CKMT1B PGAP2 BCL11A MSI2 MPC2 SCN5A EHD4 BCL9 CSNK1A1 ERF LRRN3 ZER1 AHI1 KCNV1 ILDR1 TJP1 FAF1 CREB_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB_02 ALS2 PNMA3 HTN1 PDLIM3 PTPN23 RCE1 SART3 CD2AP IRF2BPL CENPQ RAB25 DHX36 GTPBP10 KXD1 PITX2 RUNDC3A ANAPC2 WNT10A BRAF POLB GEM SRSF1 PPARGC1A DCTN1 ST13 SPAG9 SSTR3 RFC1 ARMCX6 CORO6 BIN3 TRAPPC1 CHGB FBXL2 RBP5 PHF20L1 CMSS1 TAGLN2 SULT4A1 ARIH1 GLYR1 RPS29 TMEM86A ZC3H18 LHX5 RIPOR1 ZGRF1 IL1RAPL1 CEP83 SRP54 MMGT1 XPNPEP3 ATG5 FDXR YTHDC2 TSC22D2 NKX6-1 EPHA2 ZFAND5 RNF5 RAB2A DHX40 NOL10 EVX1 SLC20A2 PNMA6A TRMT10A FBXL19 TCEAL9 MAP1LC3A SEMA3B HHIP KDELR1 SUCO AGPAT1 MRM3 KDELR3 SNAPC5 KDELR2 CCNI TLNRD1 ARTN FOSB RBBP8 GTF2H1 GRM3 ILRUN XPR1 DENND5A MAP3K13 TMEM59L THOC1 YWHAZ CBLL1 PCSK2 CYLD USP36 ARMCX1 TIGAR SNAP25 FOXD3 BOD1L2 ZNF23 SDHB BRMS1 DUSP1 POLDIP3 C12orf66 ADAP1 JADE2 ICE2 RBM18 KPTN USP48 NEUROD6 VPS37A SSNA1 TP53INP2 CALM2 HNRNPAB ABHD16A SIK1 LMBRD1 EIF5A CNOT7 NR2E1 LGR5 TMEM39A DDX28 SMARCD1 SPRED2 TPT1 ERLIN2 UBA6 GNL1 SCAMP5 ZNF593 GLOD4 PCIF1 MAGI1 RBKS EEF2 MRGPRF TIPRL ERC1 YTHDF3 AHR ELL2 ISCU LAYN SMARCA5 VAMP2 TNFAIP1 SNRPG HMGB1 NINJ1 NAPA AKIRIN1 RCAN1 UBE2D3 MMUT RNF166 PRR3 PELP1 JUND NOC4L H4C5 SLC30A5 MAFF IFT20 PHACTR3 NR4A2 NR4A3 MRRF LYPD3 SHANK2 SREBF2 PLK4 DUS2 PRICKLE2 ZFAND2B GLI1 PHF8 HDAC6 DDX51 SGIP1 CLDN7 OSBP HPS5 CDC14B CLSTN3 TSHZ2 CLDN6 ASPHD1 THADA CDC42 JADE1 GTF2A1 PAK3 PAK1 TPR MDN1 SEC24D SSBP3 NOL4 GSC ZFY SOX12 RING1 PRKCH MBNL2 UBE2H PDP1 C5orf15 UMPS ZFYVE27 SHKBP1 SLC35E1 KLHL12 FMC1 TSPAN7 SEZ6L2 SMS PPP1R15A SAMD12 PPP2R2A IRX4 SMARCAD1 NUP98 CTNND2 PPM1A IVNS1ABP FAM174A GPR3 DAD1 CAMK2D CHD2 PAFAH1B1 SCG2 DLST ERF MED27 FLT1 HS3ST3A1 ODR4 NF1 CNTROB QRICH1 CENPE VPS37B XPNPEP1 AOPEP RNF44 SCFD2 ID1 CRH BABAM2 C11orf87 RNF40 PTGES3 TAXCREB_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAXCREB_01 SIK1 LINC00671 FGF14 LMO4 CD2AP OTUB2 IRF2BPL GATA1 SMARCD1 VEGFA LUC7L2 PRMT3 SCAMP5 RUNDC3A BRAF ANKS1A MAGI1 SIX3 GEM PTPRU SRSF1 PCF11 SSTR3 ZNF516-DT ARRB2 HAS1 CORO6 SMARCA5 FAM131A VAMP2 TRIM39 ZIM2 RBP5 CDK5R2 PHF20L1 NINJ1 TAGLN2 ATF1 ARIH1 RPS27 GLYR1 JUND HOXA10 SLC30A5 MAFF GPR158 KLF13 RFX5 ASXL1 DLAT NR4A3 SHANK2 TSC22D2 HOXB1 PLK4 CDKN1B DLX5 SMIM19 NTRK2 PNRC1 DNAJB2 MARCKS OSBP CLSTN3 KIF7 CTCF VGF CDC42 FOS PLCB3 OSR1 MAP1LC3A GTF2A1 GPC6 KDM2A FAM117B PAK1 HHIP KCNT2 USP14 NR2F1 KDELR3 TFIP11 ZNF644 SOX10 NOL4 TLNRD1 SLC25A5 PAMR1 ZFY RING1 MBNL2 FOSB TAF11 KLF9 G6PC CCND2 BNIP2 XPR1 EIF4A2 KDM3B TSPAN7 TMEM59L PEG3 IRX4 TAPT1-AS1 ZBTB7A TMUB2 GPM6B MLF2 GPR3 CYLD DAGLA PPP2CB CAMK2D ARMCX3 HS6ST2 PAFAH1B1 APPBP2 BAHD1 DLST TUT1 MARCHF6 CEBPB NLK VEZF1 PHF12 TM9SF3 TRAPPC10 TAPT1 SDHB GSPT1 RAB37 DUSP1 POLDIP3 JADE3 NSD3 TUBA3C C11orf87 CALM2 CEBPA_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBPA_01 SLC36A2 SLC44A4 AQP9 OSMR EDN2 FST LEMD2 HNRNPR SYNCRIP FSTL1 MXI1 ZNF470 B2M BDNF KLK3 RARB MAP2K6 S100A2 ARHGEF38 WNT10B ANKS1B COLEC10 MYH4 NCKAP5 TBR1 LUC7L3 F5 STC1 PRDM1 TSC22D1 SIRPA GPBP1L1 ITGA11 CACNB2 XK ARF6 KCNJ2 CALR GYS1 FCER1G LHX6 TXLNG RPS21 IL1RAPL1 HTRA4 ZEB1 SMAD6 MAP2K3 MAOA SLC16A12 RESF1 LYPD1 CLUH EN1 C2CD5 MLLT11 PLA2G4A FNBP1 DLX1 NOTCH1 SFRP2 H3-3B CHST15 SOBP NRP2 GYPC GPR85 SYNJ1 ERLIN1 MITF SORBS2 MCTP1 KCNJ13 ASAH2 AP1S2 SERPINA7 SLC24A1 SERTAD4 ZBTB20 SPIB HHIP NR2F2 JPH1 ANGPT2 CALML4 RBBP4 ARHGEF6 ARRDC4 ARRDC3 CRLS1 ZBTB8OS XPR1 EIF4A1 RUVBL2 MOSPD2 CDC42SE1 CLOCK USP5 SCML1 EHF CIPC PCSK2 FRMD5 CSDE1 RB1CC1 PPP3CB SBSN FOXN3 BCL6 NDUFA4L2 USP34 RASSF8 TBX6 JARID2 RRBP1 MRPL24 SAMD7 RAB30 CHML CSNK1E STN1 PLPP5 HTR2C TOB1 CD55 GPATCH11 THRA PDGFB SKIDA1 CADM3 LMO4 RBM4 IL19 CBX4 CASK TLR8 CBX6 ZIC2 TBC1D16 KMT2E HOXC4 S1PR1 RGN SPRED1 PUM2 MIR137HG EGFR SPTLC2 CHMP1B AFF2 CLINT1 PDE4D ARID1B NR0B2 PPP1CB CDKL5 ASCL2 TRIM37 EP300 ROGDI CADM1 SMARCA2 FBXO11 WNT5A LRATD2 SYT16 SSH3 MYL1 ONECUT2 LINC00114 ARNT RASAL2 FBXW7 MEIS2 TTC22 RHOBTB2 PCDHA11 CHM PRPS1L1 DEFB1 RC3H2 MYO1C NEK10 SLC6A15 FOXP2 SLC25A12 TNFSF11 HOXB7 NXN MTTP SALL1 HOXB9 UBE2E2 CLDN8 KIF2B CLDN4 KDM6A PRKAG1 HCAR3 HCAR2 RHOQ FES TNS2 RAB3IP GPC4 TRIM8 SIAH3 PPP1R14C NOL4 NRXN3 OTX1 SOX11 OTX2 ESR1 TSPYL2 MBNL1 PDP1 PIGV ADRB2 TNFSF13B CHST7 CA8 SHKBP1 CFL2 NREP CTDSPL2 ZADH2 NPVF PROS1 USP9X CD109 CLVS1 TCF7L1 TRIB1 RPA3 FIGN LONRF3 TNR SEPTIN14 LARS1 NFAT5 FAM91A1 FBN2 CRIM1 CCDC71L SLC12A1 COL13A1 MSH5 SLC6A5 SP3 SPRR1B SULF1 GAREM1 SP8 ID3 CUEDC1 CEBPB_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBPB_02 CYP24A1 AQP9 EDN2 S100A9 FST LEMD2 HNRNPR SYNCRIP LUZP1 CITED4 CITED1 BDNF GOT1 H2AZ1 ATP13A4 MAP2K6 VNN3 PITX2 PHOX2B ARHGEF38 NOL4L SMIM29 H2AJ TBR1 MIDEAS TGIF1 NCKAP5 PCF11 BAZ1A MTF1 SERPINF1 PDGFRL PDGFRA EFNA5 PLA2G2E NEK6 DENND4A RAD23B SIRPA MED12L ITGA11 NFKBIA CACNB2 ARF6 BDKRB1 KCNJ2 KRT23 PPP1R3D PFN2 STX18 DMD GYS1 FCER1G TXLNG RPS21 IL1RAPL2 SMAD6 LYPD1 SMAD1 PTPN12 DLX1 PLA2G4A ZNF217 RAB2A PBDC1 H3-3B TCF12 SOBP TSHZ3 SEPHS2 SYNJ1 ERLIN1 PPARG MMP27 TRMT10A KCNJ13 ASAH2 ASGR1 SERPINA7 SERTAD4 ZBTB20 SPIB ANGPT1 NAT9 H1-2 PRG4 TMEM255A LINC00670 ARRDC3 SLIT3 CCND2 EIF4A2 EIF4A1 C1QL1 KCNH7 RUVBL2 G0S2 MOSPD2 STEAP2 RIN3 PHLDB1 EHF SLC19A3 CIPC PDAP1 FRMD5 FMO2 BCL11A PER1 SBSN FOXN3 BCL6 DCAF6 KCNE3 RRBP1 ELAVL2 ACLY ITPR3 STAT3 TMPRSS4 PKNOX2 DUSP1 MEOX2 CSNK1E BNC2 JADE3 BNIP3L PLPP5 DENND2D CP C1orf122 NHLH1 TOB1 GPATCH11 THRA PDGFB FGF14 SKIDA1 LMO4 SLC6A4 IL19 TGFB3 CBX4 PDE3B CASK UBQLN1 VCAN HECTD4 TOP1 SPRED1 GLP2R RGR SOCS2 IL27 PCTP PDE4D ARID1B PPP1CB CDKL5 ASCL2 MAP4K4 RBPMS NFE2L2 SMARCA1 SMARCA2 HSP90B1 WNT5A CCL3 NLRP3 PAFAH2 ONECUT2 SOX5 CSMD3 FAM217B ARNT RASAL2 FBXW7 FGA P2RY4 ZEB2 HOXA5 FGB PPL SARNP NDRG1 DYRK3 BMF RC3H2 HAVCR1 RFX4 MYO1C CPNE4 MRC2 ATAD2 FOXP1 SLC25A12 CDKN1B RBM39 UBE2E2 TSHZ2 PRDX3 PIP5K1A NFKBIZ DDR2 SPRY4 RAB3IP CAVIN2 OPN1LW YRDC RHOB NFIL3 BUD31 RS1 IP6K2 SOX10 STEAP4 ESR1 MPP6 SBF2 PCDH7 MBNL1 SLC7A11 TRPM1 LCOR ADRB2 PRR15 HOXC13 SHKBP1 CHRM1 PDCL S100PBP CTDSPL2 ZADH2 KPNA3 REXO2 UGP2 METTL9 SMARCAD1 TTC39B CASS4 TAC1 PPM1B RPA3 TRIB1 ALDH1A2 ACAN MAP3K3 FIGN MPPED2 LONRF3 CHD2 COL4A4 ERF COL4A3 SLC12A1 CEP120 DBH TMEM104 LEP PRR14L PRLR RAB44 SULF1 ID3 SP8 CUEDC1 MYCMAX_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYCMAX_01 MRPL40 AGO2 U2AF2 SYT3 CYP2D6 HIRA SYNCRIP RORC IRF9 LIN28A PITX3 FOXO3 BCL7C PRMT1 ZBTB49 RCOR2 SUCLG2 EFNB1 NOL4L ZHX2 KLHL28 NOP56 PPARGC1B RPS19 CEBPA-DT MNT SRP72 SERBP1 HSPBAP1 ZC3H10 PUS1 TET2 HOXA11 TRMT2A SFXN2 PPAT PFN1 CRMP1 GCSH DIABLO PABPC1 HNRNPH3 SUGP2 NUDC BMP4 GIT1 ODC1 ESRRA KMT2A RSPO2 ASXL1 CLUH ATG5 SMAD2 OSR1 CCDC191 WIPI1 PPRC1 H3-3A MAP7 FGF6 LZTS2 TCOF1 GJA1 MTHFD1 BHLHA15 ATAD3A CGREF1 ATAD3B SLC25A32 CAMKV HHIP USP15 ATF7IP CLN3 KIAA0586 PDIA4 DERL3 MXD4 HNRNPDL IGSF22 POGK GADD45G FKBP10 FKBP11 KCNH4 TMEM59L MIA2 PDIA2 CA14 ZBTB10 COL2A1 GPM6B QTRT1 MYCL CSDE1 PER1 ETV1 DAZL USP34 BCAS3 ETV4 FOXD3 ZNF565 MAT2A ARMC6 IPO13 ILF3 ELAVL3 L1CAM RPS6KA5 NRAS KCMF1 MEOX2 TFRC C2CD4A C12orf66 UBA1 NEUROD1 LRP8 TUBA4A DCAF11 PAICS TUBA4B SLC17A9 SNCAIP FGF14 NTN3 IQGAP2 MANF SMC3 CBX5 TGFB2 TRIM46 TOP1 SLC49A4 TIMM9 APOA5 ATOH8 IFRD2 SCRT2 YEATS2 SATB2 RAI14 TIMM8A RCL1 RHBDD3 HNRNPA1 PA2G4 TESK2 MGME1 STMN1 HSPA9 PRPS1 EEF1B2 TFAP4 SNX5 DIAPH1 ABCA1 G6PC3 DAZAP1 HOXA3 TCERG1 NPM1 MID1IP1 QTRT2 PCDHA10 RUNX2 EWSR1 RHEBL1 MON1A ACY1 EPB41 RFX4 RFX5 SLC6A15 DCTPP1 DCAF13 EIF4E HOXB7 HOXB5 TAFA4 KCTD15 DNAJB5 TMEM108 PTGES2 CDC14A LYAR NR6A1 UBXN10 PRDX4 CAD PTMA KCNQ5 GPC3 UBR4 BOK SLC1A7 RANBP1 TOGARAM1 CSK IGF2BP1 SLC43A1 CTIF NDUFS1 RAMP2 NRIP3 SIGMAR1 MPP3 RAB3IL1 PRR7 STXBP2 FOXJ3 POLR1G KRTCAP2 UBE2B NCL KANSL1L HMGA1 ARL3 LAP3 SDC1 HOXC11 IPO7 CHRM1 ESRP2 KDM3A PSME3 ZADH2 REXO2 ADAMTS17 GPRC5C ADAMTS19 TIMM10 IVNS1ABP TRIB1 UBR5 ILF3-DT ENO3 RTN4RL2 POU3F2 CHD4 CEBPA GPS1 FLT3 METAP1D BEND4 SLC12A5 AMPD2 P3H4 CNNM1 PPP1R9B KCNN4 ZNF771 UBIAD1 DYM OPRD1 MAX_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MAX_01 MRPL40 AGO2 DZIP1 SYT3 CYP2D6 PHF20 HIRA SYNCRIP IRF9 HOXD10 SSR1 EPC1 PICALM LIN28A DHX35 FOXO3 CCAR1 SUCLG2 RCOR2 NOL4L ZNF503 KLHL28 TAF6L CXorf56 RBM15B PRDM4 SERBP1 SRP72 ADAMTS3 ADSS2 CDK5R1 ZC3H10 PHF20L1 HOXA11 AKAP12 KBTBD2 PPP1R3C GLYR1 CCNYL1 PABPC1 TCF4 SLC31A2 BCOR NUDC DVL2 GIT1 ODC1 DNMT3A KMT2A EME1 EN1 SMAD2 RALYL GGN NOTCH1 CCDC191 SUPT16H PPRC1 BMP6 FGF6 LZTS2 C16orf72 CPEB4 TCOF1 EIF3A GJA1 SLC26A2 MTHFD1 GPX1 ACAP3 AP1S2 SLC25A32 ANKRD12 GUCY1A2 USP15 ATF7IP CLN3 ATXN3 PDIA4 CD164 DERL3 MXD4 GTF2H1 IGSF22 ATP6V1C1 GAPDH SLC25A31 PFDN2 POGK GNB2 BRDT GNAS FKBP11 KCNH4 MIA2 CACUL1 ZBTB10 EPB41L4B DNAAF6 QTRT1 CIPC PSME3IP1 CSDE1 B3GNT9 PER1 ETV1 HBP1 AATF BCAS3 FEN1 KCNE4 FOXD3 SPNS1 PDK2 MAT2A IPO13 TMEM258 ILF3 ELAVL3 ANKHD1 CPT1A RLF SEC11C MEOX2 DUSP1 TFRC MRPL27 C12orf66 NEUROD1 TUBA4A DUSP7 TUBA4B XPO1 SEPTIN3 SNCAIP NIT1 AMMECR1L FGF14 IQGAP2 MANF SMC3 LZTFL1 CBX5 TGFB2 TOP1 GATA5 HOXC5 ATOH8 DSCAM IRS4 SCRT2 ALDH6A1 NMNAT2 PLEKHA6 RAI14 ANKHD1-EIF4EBP3 TIMM8A RCL1 HHEX HNRNPA1 PA2G4 RSPRY1 TESK2 MGME1 STMN1 AKAP1 PRPS1 SLC38A5 EEF1B2 SLC38A2 TFAP4 ANAPC13 SNX5 COPZ1 C1orf43 TCERG1 DDX3X MTCH2 DENND6A HOXA7 NPM1 QTRT2 PCDHA10 PCED1A RUNX2 MON1A ACY1 EPB41 THUMPD2 DCAF13 ARMT1 EIF4B BATF3 LAMP1 ATF4 EIF4E HOXB7 HOXB5 PLCG2 ZNF318 GET3 DNAJB5 TMEM108 PTGES2 HPS5 UBXN10 OGDHL CAD CEP63 VGF RPS2 PTMA RMND1 MAX UBR4 BOK SLC1A7 SNTB2 TOGARAM1 VPS16 IGF2BP1 CSK ZCCHC7 NDUFS1 NFX1 NRIP3 SIGMAR1 SHOC1 RAB3IL1 PRKCH PRKCG CARMIL3 TOPORS KANSL1L UBE2B HMGA1 ATP6V1A HOXC11 ZFYVE26 ESRP2 CFL1 COMMD3 PSME3 NUP62CL REXO2 ADAMTS17 KLF11 TIMM10 PPM1A DEPDC7 UBR5 NPTX1 ILF3-DT LONRF3 CHD4 NAA50 METAP1D BEND4 UBE4B AMPD2 SIRT1 VPS37B BAX SUMF1 OPRD1 DYM USF_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/USF_01 SLC36A1 HMGN2 U2AF2 SYT3 PHF20 HNRNPD IRF9 VPS33A DOLK HOXD10 SSR1 EPC1 BDNF CUL5 PICALM RAPGEF6 RAB24 DHX35 BHLHE41 CCAR1 SLC12A6 RARG KLHL28 ZNF503 RAD9A PKN1 TAF6L KAT5 DCTN4 PRDM4 SCYL1 RBM15B ARMCX6 CGN HSPBAP1 PHF20L1 HOXA11 TRMT2A AKAP12 AKAP10 HNRNPA3 PPP1R3C KBTBD2 GIGYF2 SLC31A2 HNRNPH2 NUDC DVL2 BMP4 DNMT3A ODC1 OSGEP EME1 CLUH LYPD1 SMYD4 TSR2 RALYL GGN C16orf72 EIF3A SLC26A2 GPX1 AP1S2 ANKRD12 USP15 ATF7IP STX6 CLN3 RBBP4 ADAM10 ATXN3 CD164 RBBP6 GTF2H1 IGSF22 PFDN2 ZBTB8OS GNB2 POGK BRDT GNAS KCNH4 ZMYND12 PDIA2 CIPC PSME3IP1 SET B3GNT9 ETV1 PER1 AATF FEN1 USP31 FOXD3 PPCS BRD2 ILF3 TMEM258 ELAVL3 POLR3C GABARAP CPT1A RLF SEC11C RAB31 ORAI2 GLA DUSP1 TFRC TOM1L2 MRPL27 GSK3B GYG1 RNF115 NEUROD1 DRC3 DUSP7 GNA13 XPO1 SEPTIN3 NIT1 C17orf102 AMMECR1L MORF4L2 SASH3 MANF SAE1 SMC3 RGL1 TRMO CBX6 SLC49A4 GATA5 HOXC5 MCOLN1 RNF146 KAT6A IRS4 TTLL6 ALDH6A1 PLEKHA6 TRIM55 SGO1 FMR1 RAI14 TIMM8A TRIM37 RSPRY1 LNPK TESK2 MGME1 STMN1 AKAP1 PRPS1 DIP2B SLC38A2 EEF1B2 TFAP4 SNX5 COPZ1 TMEM132E ARPC5 AFF4 COMMD8 C1orf43 HOXA1 MTCH2 DDX3X DENND6A NPM1 HOXA7 TEF PCDHA10 HOXA9 PCED1A MON1A TADA1 THUMPD2 ARMT1 EIF4B BATF3 LAMP1 HOXB4 ATF4 EIF4E HOXB7 TSC1 HOXB5 PLCG2 ZNF318 TMEM108 ABHD17B HPS5 UTY ALG1 KDM6A HPS3 OGDHL UBXN10 VGF PTMA PHC3 RMND1 MAX AMDHD2 GTF2A1 BOK HMOX1 SLC1A7 RANBP1 TOGARAM1 VPS16 IGF2BP1 NDUFS1 ZCCHC7 NFX1 SIGMAR1 C9orf85 NRIP3 SHOC1 DOHH RAB3IL1 TOPORS MCM2 ESR2 FSHR UBE2B EIF4G1 ATP6V1A FAM13B HOXC11 CUTA ZFYVE26 IGF2R ESRP2 COMMD3 TOM1 CNPPD1 SC5D PPM1A DEPDC7 RPA1 RETREG2 NPTX1 ILF3-DT ATIC LONRF3 KDM4C APEX1 CHD4 NAA50 KAT14 METAP1D UBE4B SIRT1 VPS37B RPL13A PRELID1 BAX SUMF1 TCEAL3 VPS26A OPRD1 USF_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/USF_02 FAM117A LAMP5 HTN1 PHF20 HNRNPD IRF9 HOXD10 SSR1 EPC1 BDNF PICALM LIN28A VNN1 MACROH2A1 DHX35 PLS3 CCAR1 SLC12A6 STC2 C4A C4B RNF181 KLHL28 LHFPL6 TAF6L DCTN4 PPARGC1A LUC7L3 FAM155B CXorf56 RFC1 PRDM4 ARMCX6 LAMC2 PHF20L1 HOXA11 PFKFB1 AKAP12 CALR KBTBD2 RPS28 GIGYF2 CCNYL1 SUPV3L1 PABPC1 SLC31A2 HNRNPH2 SEC23IP NUDC BLNK C9orf24 DVL2 SPPL3 INTU DNMT3A EME1 UBE2L6 MCAM RALYL GGN LAMA3 TMEM131L NACC1 UTP14A NYAP1 TCF12 CLCN5 BMP6 FGF6 C16orf72 CPEB4 UVRAG EIF3A MTHFD1 GPX1 TYR AP1S2 SLC25A32 SLC23A2 ANKRD12 SEMA3A CCN1 ATF7IP CLN3 ATXN3 MBD6 CD164 GTF2H1 IGSF22 ATP6V1C1 PFDN2 GZMK POGK GNB2 TOP3A BRDT UROD TRUB2 ZMYND12 CA14 STX4 GPR65 CIPC PSME3IP1 CSDE1 HPSE2 SQSTM1 PER1 ETV1 AATF NIPAL2 FEN1 FOXD3 KCNE4 CAPN6 SPNS1 PPCS VASH1 MAT2A TMEM258 ILF3 ELAVL3 CPT1A GABARAP FZD6 RLF SEC11C IQSEC1 DUSP1 GLA TOM1L2 MRPL27 NEUROD1 DRC3 CTNS DUSP8 DUSP7 LRP5 VLDLR TRMT1 XPO1 RAB9A NIT1 FGF14 AMMECR1L C17orf102 SASH3 MANF IQGAP2 SMC3 ZIC3 TGFB2 CBX5 CDKN2C RNASE7 HOXC5 FFAR2 SCRT2 IRS4 ALDH6A1 TTLL6 PLEKHA6 SMCR8 FMR1 RAI14 DDIT3 TIMM8A HNRNPA1 RSPRY1 TESK2 PRPS1 STK16 TFAP4 TCEAL7 RHBDF2 SNX8 TMEM132E COPZ1 MAP4K1 COMMD8 C1orf43 RRAGB SESN3 CYSTM1 TCERG1 DDX3X MTCH2 NPM1 EIF3K PCED1A RUNX1 RHEBL1 EPB41 CPNE4 THUMPD2 DCAF13 ARMT1 TNFAIP8L1 UBR3 EIF4B LAMTOR1 BATF3 ATF4 EIF4E HOXB7 HOXB5 HIVEP1 GARRE1 GET3 OMG DNAJB5 TMEM108 PTGES2 HPS5 UBXN4 TSHZ2 UBXN10 OGDHL RHOQ PIP5K1A RPS2 PTMA SYNPO2L RMND1 MAX SHPK GTF2A1 SLC1A7 TOGARAM1 VPS16 IGF2BP1 APLN NFX1 SOX10 SIGMAR1 NRIP3 SHOC1 RAB3IL1 TOPORS UBE2B COQ4 ATP6V1A FAM13B UMPS HOXC11 CUTA ZFYVE26 GRN NCOA6 ESRP2 COMMD3 MDM1 REXO2 CRLF1 PPM1A EGLN2 TAC1 ARPP19 DEPDC7 SETD2 UBR5 NPTX1 ILF3-DT LONRF3 RNF128 SLC39A5 CHD6 PIK3R1 CHD4 NAA50 METAP1D NDUFA7 UBE4B CREB5 SIRT1 BAX SLC17A2 SUMF1 MYCMAX_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYCMAX_02 DZIP1 PHF20 LEMD2 SYNCRIP SYT6 IRF9 HOXD10 CITED1 OGN ZFP91 SEMA7A FOXF2 LIN28A H2AZ1 KANSL3 VNN1 PRMT1 TYRO3 RCOR2 EFNB1 LRRC2 DPAGT1 KLHL28 MIDEAS PRDM4 INO80 TGIF2 SERBP1 ADD3 DCAF17 ADSS2 CDK5R1 ZC3H10 CLCN2 PTCH1 ENPP2 HOXA11 PABPC4 ARF6 KBTBD2 DIABLO TXLNG MAML3 BCOR TCF4 PPP2R2B GIT1 PLAG1 KMT2A RSPO2 CLUH EN1 SMAD2 METTL8 TSC22D2 FXR1 OSR1 NOTCH1 DLX1 NOLC1 ARHGAP44 HPCA PPRC1 H3-3B MAP7 LSM14A BACH1 FGF6 LZTS2 BACH2 UVRAG MTHFD1 HSPH1 ANKRD17 BHLHA15 TYR CAMKV CHST11 WFIKKN2 ANGPT2 USP15 KCNT2 TXNDC12 ATF7IP EXOSC5 TP53 ARRDC3 HNRNPDL EPB41L3 ZNF296 POGK TOP3A URI1 SGCD TMEM59L POLR2H NACA CACUL1 GPR65 FAM89B COL2A1 EPB41L4B DNAAF6 PSME3IP1 LPXN WDR17 NR1D1 ETV1 USP36 BCL9L USP34 BCKDHA MAT2A IPO13 PMEL L1CAM ANKHD1 STAT3 POLR3E FZD6 RAB30 C12orf66 RAB35 NPHS1 NEUROD2 DCAF11 NEUROD6 NR5A1 E2F8 LRP5 FGF19 XPO1 SEPTIN3 FGF14 C17orf102 LMO3 IER5L MORF4L2 NTN3 RASGEF1B TMEM156 IQGAP2 CALB2 MKRN3 CBX5 TGFB2 TOP1 CDKN2C HOXC4 GATA4 ATOH8 TENM1 DSCAM SCRT2 IRS4 NMNAT2 SATB2 SMCR8 TMEM109 RAI14 FGF20 CDKL5 ANKHD1-EIF4EBP3 TIMM8A RCL1 CCDC6 PA2G4 HNRNPA1 HIF1A RSPRY1 BMP2K TESK2 TFAP4 TMEM132E PTK7 HDGF CSMD3 TIMP3 OBI1 FBXW7 HOXA3 NPM1 HOXA7 RLIM PCDHA10 RUNX2 ACY1 LINC01106 EPB41 DCAF13 EIF4B HOXB7 HOXB5 CIART UBXN10 CAD GSX1 VGF RPS2 PTMA IP6K1 MAX FRMD4A JADE1 KCNQ5 GPC3 BOK UBR4 SLC1A7 TOGARAM1 UTP4 IGF2BP1 CSK APLN SOX10 MAEL PTCHD4 SOX12 PRR7 PRKCH LEF1 PRKCG MBNL1 CARMIL3 UBE2B CDK2 OSM MAN2A2 UMPS HOXC11 CUTA WRAP53 ATXN7L2 COMMD3 KDM3A PSME3 RBM26 GPR17 NUP62CL JMJD1C ADAMTS17 TNFRSF21 TYRP1 FKBP5 GALNT4 TIMM10 PPM1A POC1B IVNS1ABP GLS2 DCT IGF1R C1QTNF5 RNF128 SYBU CD2 RTN4RL2 HSPA4 GPS1 NAA50 INSM1 B3GALT2 SLC12A4 BEND4 MICU1 AMPD2 FBL CNNM1 GRHL3 PPP1R9B DBP OPRD1 ACTAYRNNNCCCR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTAYRNNNCCCR_UNKNOWN CCDC126 PPP2R5B RPL15 DQX1 RANGAP1 ITSN1 CCDC25 ACBD5 DCAKD DHX30 ALKBH4 MAP2K6 CDCA3 CCDC150 MZF1 LIG1 SKP2 HMG20A ESPL1 KLHL28 VPS41 PCM1 ZNF233 UFSP2 CLP1 ZNF235 PCYT2 SMARCAL1 BACE1 RPS11 DYNC1H1 ADSS2 APH1A COA3 NFKBIB ZNF75D PACC1 NTAN1 LAMTOR2 TBC1D8B HEXIM2 ZNF513 ZNF112 SLC29A2 INTS9 ATP13A2 DYNC1I2 PABPC1 PSENEN NTHL1 PPP4R3B ASXL2 SLC38A9 ASXL1 SERPINI1 CCDC191 UPF3B POP1 PPRC1 IFTAP ZNFX1 BCKDK AP2S1 UTP11 SLC38A7 ADCK1 SERTAD3 UBQLN4 VKORC1 NCLN NFXL1 ZNF546 CDC6 ZNF286A TP53 TLE4 COQ10A DNAJC18 CIAO1 DUS3L UQCR10 TRUB1 ZNF485 ENKD1 ZNF274 PDIA5 C12orf43 CBLL1 GATB NUMA1 CDC45 CALCOCO1 ZNF471 DNAJC28 HSD17B4 TRIP10 FBXW11 BRMS1L BUB3 FEN1 KCNE4 TTC13 SHMT2 ZNF568 SMIM11A FIS1 ZNF569 ZNF24 ZFP1 PHF12 TRIM23 CNPY2 PHF13 GSK3A DPM3 USP48 KATNAL1 ZNF570 ZNF571 EHMT2 BTRC PASK ZNF451 TAF8 IQGAP3 RPS6KB2 FNTB AAK1 ZFP2 SND1 DDX25 TIMM21 AZI2 RRAS HIRIP3 RPS27A RBL2 CMAS DFFA ZNF8 CLHC1 RNASEH2A HSPB9 PA2G4 HSPB6 PRCC CALR3 FBXO15 STMN1 HSP90B1 ZNF449 AHCTF1 TMEM208 SHARPIN PAFAH2 SESN2 SESN1 POGLUT2 PDE6D TTBK2 RPL7 RPL6 C19orf44 CIAO2A AP2M1 ANKRD13B RAB8B INO80E FDPS HACE1 UBXN8 NMT1 MARCHF5 TSC2 ADAM22 HDAC8 CAPN15 PROSER3 MAX ZFYVE19 GRWD1 NUDCD1 ZCCHC7 ZCCHC8 PTDSS2 PURG TMEM102 ARID5A CDK9 BANP IRF2BP1 POLR1G ZFP28 KLHL24 M6PR PRPF4 ATP6V1F PGM2L1 SGSM3 NCOA3 STXBP5 IPO7 SHKBP1 WRAP53 AAMP VPS45 FMC1 HSD11B1L ABLIM2 SNX17 FKBP4 CTF1 GDAP1 SNX16 SMUG1 BRD8 SLC35B4 RNF121 HIKESHI ZSWIM9 FKBPL EXO1 WDFY2 TMEM245 WDTC1 PDCD10 R3HCC1L TRMT1L ADO SWT1 DPYSL5 CDC25A THOC6 RDH12 RDH11 RDH10 INVS BABAM1 HMBOX1 SH3BGRL2 RDH14 MRPL42 ZNF875 STAU1 DCUN1D4 HTN1 SYT3 RAB1B DNAJB12 MICOS13 FUZ PRIM1 CEP97 PRMT6 CERT1 RIDA PUS3 MRPL34 UBR2 EIF2B4 POLK BOLA1 MRPL50 RPP21 NUDT12 EMSY NUDT13 VTI1B HCFC1R1 PPARGC1A SRSF2 DCTN2 LRRC29 TRAPPC13 IZUMO1 KAT2A MDH1 ARV1 MACC1 SNW1 SFXN5 PRUNE1 CDC40 MRPL54 TXLNG FBXO9 LCMT1 RNASEH2C CDC26 U2AF1L4 TMOD3 GRK4 RPP40 RAB5C CPEB3 WASF1 MYL6B MITF TTLL4 CCDC90B WBP2 RABAC1 HSPH1 CYP39A1 ALKBH8 C14orf178 DNAJC12 NOS3 FANCG MSL3 ZFYVE1 SGF29 UFD1 ZNF354C POLR1B ZDHHC14 TOP3A MAP3K10 PRMT5 ORMDL3 PPP6C FOXO4 SDCCAG8 RAB3C USP5 BET1 SUFU CYB561D2 CSDE1 NR1D1 LRWD1 APBA3 ETFDH MRPL19 HBP1 RPIA HSPA13 MED11 TBX6 MVB12A HSCB JARID2 IPO13 IMMT ZC4H2 TMEM258 ITPR1 YWHAG RAB30 PPP1R7 PSMD11 ABCC5 NPRL2 NDC1 WNK1 LGMN DERL1 CLDND1 PRPF19 ZNF419 MAF1 MINDY1 DMXL1 SLC25A27 ITCH ZNF180 KMT2D ZNF691 GPD1L SCAMP3 SMCR8 ENOX2 CLINT1 CA11 ZNF189 NBR2 LRTOMT TMEM127 VPS50 TIAL1 OPHN1 BIVM FGFR1 TFAP4 COX7B COX7C SNX1 NAPB COMMD9 SPC25 CHMP4B RAD51B PACRG QTRT2 RNF10 TMEM160 ATF6B THAP11 MON1A ELP6 WRN BRCA1 PSMC4 MTR ATL3 ZNF446 CRYZL1 PLEKHA1 C6orf62 PNPLA6 ZNF420 PLEKHB1 CRTC2 ACTR1A SETMAR NFATC2IP TOGARAM1 FTSJ1 CTIF ZW10 R3HDM1 RABL3 RALBP1 SPEF1 UBE2H UBE2N MFN2 PANK3 ATXN7L2 CFL1 BUB1B RBM41 TMED5 PNKD KBTBD8 DNAJC17 NKIRAS1 CNTD1 SAMD12 ING3 PPP1R12B SPCS2 BOD1 RSBN1 TMEM150A ZNF416 MUS81 LARS1 TNPO2 FAM78A PLPP7 NUP153 DNM1L DTX2 PRKN UBL3 SIRT2 SH2D6 TMEM214 MPI KCNN3 TRPC4AP UBALD1 PBX1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/PBX1_02 MEF2C IGF2-AS MTSS1 NOG THRA GRIK4 HOXD13 BEST4 FGF13 ZIC1 CNOT7 HIBADH MMP1 HOXD10 TLK1 RARB STAG2 PITX2 SCRT2 PABPN1 KATNAL2 FUT11 ZHX2 ZNF503 LUC7L3 ZFHX3 PTHLH CDIN1 HES1 SLITRK2 HOXD9 HHEX ZBTB18 SPX LRCH2 SIX1 EFNA5 MCTS1 MGAT5B SCP2D1 SLC2A14 ONECUT2 AKAP12 AK8 DUSP10 SNX1 CCNG1 RIMS2 SIKE1 ADCYAP1 OTP LIF TCF21 HOXA2 MEIS2 DMD CIAO2A USO1 TFDP2 TECTA RC3H2 PHACTR3 RFX4 EEF1A2 SMAD1 COL16A1 ABCB5 NOSIP EBF2 ZIC4 WDR1 TAFA1 SST FGF8 NDST4 CYB5R2 MYPN TSHZ2 PAX3 SIAH3 RHOB LMOD1 PRL SLC43A3 KHDRBS1 EGR3 OTX2 TLE4 TLE1 MRPS6 SMC6 KLF9 PPM1D AMBN HOXC11 EML1 GPHB5 CCND2 WNT9B ZFPM2 NSD1 IRX4 TFR2 LRMDA KITLG ABHD3 TRIB2 RPA3 ZFP36L1 RNF128 MR1 GEN1 VXN TLX1 BCL9 COL4A4 MYF6 COL4A3 GNAO1 IL7 SPACA9 IGF2 TAB3 CCL11 PNOC DCDC1 GSK3B SP3 USP47 TBL1X VPS37A LIPC GATA1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA1_02 AJUBA SLC36A2 FAM106A MASP1 UBE2F CCSER2 SNCA ADCY6 RORA LEMD1 HNRNPL AQP2 CUL2 VSTM2A CRY2 FLI1 MOS GRID2 PLA2G1B RAB24 SMOX PDHA2 PELI2 GUCA2A PITX2 PHOX2B CNTLN STC2 EMX2 LIFR FAM162A MYH6 CTNNA3 ZBTB18 JUN PDGFRA LINC02872 BIN1 MCTS1 GLG1 RALGPS2 PLEKHG6 PFKFB1 ALDOB CACNB2 BCL2L1 MYT1 ACKR1 ANKRD44 CDC42EP2 HNMT LYL1 APOOL CLEC4E DMD NECTIN2 LHX6 MAML3 CDC42EP3 C9orf24 BMP4 GPR155 NTF4 IL1RL1 ESRRG EN1 KCNK3 SEMA6A KRT72 GRK6 ZMAT4 TRIML1 ZNF219 BMP6 PDZD2 NRP2 SCHIP1 ELF1 ZNF385B SUSD1 ZNF326 MITF PMS2P5 AP3S1 KCNJ10 CLRN3 KCNJ13 GPX1 CCNE1 ANGPT1 JPH1 VCPKMT MGAT4C LINC00670 SLC24A5 AMIGO2 ILRUN PSD4 LCN15 XPR1 SLC26A9 EIF4A1 SH3KBP1 SLC27A3 RAB3C FAM107B CREM TFR2 IKZF4 IKZF2 CCL27 SUFU FSBP GPM6A FMO1 BCL6 APBA1 TLX1 PNLIPRP1 JARID2 TBX5 CS TBX4 ELAVL2 ELAVL4 CAPN1 BNC2 CDON NHLH2 DCAF11 HNRNPA2B1 MCU NR5A2 NEUROD6 UBE2U NR5A1 CAST SLC8A3 XPO6 SKIDA1 IL13 FGF13 TTN DAB1 OLIG3 SLC4A1 SATB1 SATB2 SH2B3 SCUBE3 CMAS HHEX MAP4K4 RBPMS TNK2 SIX1 FBXO11 NOCT APOO RHBDL3 CACNA1C RLIM TNRC6C SKIL TSPAN12 RAB6C ATG12 CREBL2 B4GALT3 B4GALT2 RFX4 EPB42 SUV39H1 CACNA2D3 FURIN CXCL13 HOXB8 HOXB6 CACNA1F ABL1 HDAC9 TAFA1 SGIP1 FOSL2 REG4 STON2 PRDX2 CTCF RUNX1T1 SPRY4 PLEKHB1 ACTR1A ZNF407 TMEM196 POU4F2 TSC22D3 PILRB EGR2 CNTN6 SOX11 OTC CALHM5 PDPN PCDH7 MBNL1 INHA UBE2H ECT2 UBE2B EML4 LIX1 CLDN2 KDM3A HAGHL STAG3L4 ZFPM1 DENND1B TM4SF5 MORC4 ING4 WNT16 IRX5 HS3ST5 MINK1 IL34 HIC1 SETD2 UBR5 MYRF SYN1 SLC39A8 CHD2 LARP1 AMHR2 DOCK8-AS1 ERG TNXB NCDN CBL CREB5 ISL1 CELF4 WNT2B PRELID1 HBZ PDC NFIB ADGRF5 IGFBP5 GATA1_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA1_03 MEF2C HNRNPK ITGB3BP IGF2-AS FAM117A SLC9A6 LTBP1 ADORA3 UBE2F SNCA AQP4 ITSN2 CHMP2B DSPP GRIN2B WWP2 NKX6-2 ATP13A4 STAG2 EIF2B4 PITX2 TWIST1 TMEM161B PHOX2B EFNB1 PIM1 BSN SRSF1 HES1 PRDM8 FAM71C SPAG7 JUN ADAMTS3 ADD3 DNAH11 CASZ1 RALGPS2 ERBB3 RIMS1 YBX1 NECTIN4 LYL1 EGFLAM DMD LHX6 MAML3 FAM120C KRT2 IL1RAPL1 SREK1 PLAGL2 ZEB1 LRGUK NPL EN1 KLF14 KLF15 SFRP5 RBPJ KRT72 ECHDC2 ZMAT4 SYTL2 NRP2 ZNF385B GREB1 XIRP1 ELF5 MYBPC3 MECOM HAMP SERTAD4 JPH1 ANGPT2 FBXL18 ZDHHC2 TMEM255A PRG2 APTX MMP16 GRM1 KLHDC3 CRLS1 DOK2 YPEL4 ADM SERPINB6 SLC26A9 OGA GNB5 GNB3 UROD TBX19 ZNF485 ZMYND12 EVA1C TFR2 EHF PCOLCE CCL27 FMO4 GBX2 ETV1 RAB11A WNT8B ZNF263 FLRT3 PPCS ZMYM4 PNLIPRP1 PNLIPRP2 TBX5 IGF2 MID1 ELAVL4 FZD4 CISH CAPN1 PCK1 NRAS RASSF5 P2RY10 BNC2 TMEM87A AMOT CALM2 TOB1 BMP10 XPO6 LMO3 BTRC ZIC1 GATA1 PAPPA GATA6 GATA4 SLC4A1 TFAP2D S1PR2 S100A10 LBX1 KCND1 SCUBE3 GNB1L UCN2 ZNF516-DT SIX1 SMARCA5 FBXO11 DCAF7 ADAMTSL1 SOX5 LRIG3 GREM1 RASAL2 MEIS2 ZEB2 TTBK2 TSSK1B PPP1R16A CCDC80 HOXA7 RLIM NDRG2 SSX2IP PGGT1B AP2M1 CCM2 NFE2 GPRIN3 KRIT1 PRRC1 MYO1C FOXA1 BPGM CACNA2D3 FOXP3 FURIN FOXP1 POLD4 DSG4 SLC25A14 MEA1 HOXB6 HIVEP3 ARL4C GLI1 HABP2 ADAMTS6 RMI1 KDM6A GABBR1 CTCF ARHGAP15 FEV RNF144B DLG4 POU4F2 SOX15 KIRREL2 GABRG2 EGR2 PTCHD4 OTX2 PRKCI STXBP2 PCDH9 MBNL1 PCDH7 ARHGAP26 HOXC11 LIX1 ATXN7L2 ACVR2A ZFPM2 PTMS CA1 DENND1B UBE3A SNX17 NR3C2 EGLN1 CD40 HIC1 SETD2 RASGRP3 MYRF POU2F3 ENO2 CNN1 EPO WDTC1 ERG TNXB NCDN NF2 CREB5 RHAG RTL10 MMP23A MMP23B KCNN2 SP6 TMEM151A POFUT1 GATA1_04 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA1_04 FAM117A UBE2F CCSER2 RORA PAN2 SLC35A2 AQP2 DSPP MYOT FLI1 GRIN2B LIN28A GRID2 RAB24 BIRC8 GUCA2A RARB ROS1 STAG2 PITX2 PI15 TWIST1 ANKS1B NOL4L PTPRR BSN HNF4G MAGED2 SRSF1 LUC7L3 HES1 CD34 JUN HTR7 PDGFRA RALGPS2 CASZ1 PPP2R3A HOXA13 PLEKHG6 MST1 CACNB3 CHCHD7 TAB2 TCF21 SPATS1 LYL1 EGFLAM IMPG1 DMD HOXA10 MAML3 CDC42EP3 PLAG1 KLF12 ESRRB EN1 ALDH18A1 KIF3C ABCG8 SFRP5 SYNE1 ABCG5 TRPS1 ECHDC2 KLF1 PON3 BMP6 CLCN5 PDZD2 SOBP NRP2 MSR1 ZNF385B XIRP1 MYBPC3 MITF MECOM PHF21A HAMP GPX5 WFIKKN2 ZBTB20 FBXL18 ZDHHC1 ICAM4 GSE1 PRG2 LINC00670 AMBN GRM3 C22orf31 ADM SLC26A7 PSD4 TMEM65 GADD45G SLC26A9 SEMA4D CSF2 RAB3C TFR2 LINC00656 CLDN14 CCL27 RNF185 FMO1 GBX2 PRKAA1 NDUFA4L2 MTMR4 ABCA12 IL3 MOGAT2 PNLIPRP1 PNLIPRP2 IL5 TBX5 IGF1 FZD4 EFHC2 CAPN1 CNTF BNC2 NHLH2 NEUROD6 NR5A2 CALM2 CAST SLC8A3 APOBEC2 LMO2 TNNC1 HOXD1 ZIC1 GATA1 ANK2 PAPPA SAMD11 PTGDR2 SLC4A1 S1PR2 IFRD2 TFAP2D WNT6 SCUBE3 PLCXD2 PKIA TACC1 MAP4K3 SLITRK2 MAP4K5 RBPMS SIX1 ARHGEF37 FBXO11 C3AR1 ADAMTSL1 TSPEAR DRD3 CELA3A CELA3B MAMDC4 ATN1 ARPC2 TFEC CCDC80 RHOBTB2 LRR1 NDRG2 PGGT1B CREBL2 NFE2 MYO1C EPB42 NEUROG3 FOXP2 HOXB7 CXCL13 HOXB9 DNAJB4 TAFA1 PRDX2 CTCF RUNX1T1 FEV POU4F2 TMEM196 INTS5 KIRREL2 TSC22D3 IP6K2 EGR2 CYP11A1 UBE2W CALHM5 MBNL2 INHA UBE2H PCDH7 HOXC10 EYA4 HOXC12 HIPK1 SLC41A1 P3H2 CPLX2 EDA HS3ST4 UBE3A CALD1 PRSS1 TSHB IL34 NR3C1 HIC1 ALDH1A1 RNF123 COL17A1 SYN1 MYRF FAM76A PRSS3 ENO2 MSI2 TNFRSF19 CNN1 PIK3R3 AIF1L EPO SYNPO AMHR2 CEBPB TNXB NFRKB LINC01341 CREB5 ENOX1 ISL1 PRR18 PNOC MMP23A MMP23B PRELID1 HBZ ID3 SLC14A1 HFH1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HFH1_01 ITGB3BP ODF3L1 C5orf64 FST ATP1B4 FSTL1 DNAJB12 ISG20 CITED2 TAF5L CYRIA HTR1B TLK1 STAG2 PITX2 C7orf33 OPA3 PMCH RREB1 ARRDC1-AS1 EMX2 PIM1 PROX1 ZBTB18 TACSTD2 MAPK3 FCHSD2 HSD11B1 EFNA5 PRDM1 LAMC1 IBSP PLPPR2 LINC00474 PPP2R3A HOXA11 TMEM187 ESM1 VIT OTP HESX1 ZBTB37 BDH1 IL25 DMD HOXA10 PPP2R2B LHX9 MORC1 WDR46 NTF3 KLF12 SMAD1 RALYL ATP2A2 SEMA6D WBP2NL PRR34 ELF1 NRP1 FGF9 ZBTB22 EZH1 ARHGAP30 KCNIP4 GPX1 TMEM147 PHF21A FAM81B GOLGA1 SERTAD4 HHIP FOXB1 VCPKMT MSL3 PFDN6 LAG3 ZFYVE1 ARHGEF2 PIK3C2A ARHGEF17 SLIT3 TAF10 INHBA ANKRD28 CLN5 NEO1 SUMO4 LINC00649 SUMO1 TMCC1 CD2BP2 BCL11B BCL11A ETV5 BRMS1L BUB3 FOXD3 DTNA CSRNP3 TBX4 DLG2 PPP1R10 PDZRN4 ELAVL2 SLC10A7 NLGN3 MAPK10 CAPN3 DUSP1 SLC16A6 RBFOX1 RASSF2 NSD3 NEUROD4 LINC00173 TOB1 DNAJC5B RAB9A SNCAIP AP1G2 GRIK2 LMO4 GRIK3 TAF8 CASK RPS6KB1 ENPEP HOXC6 WNT2 ATOH1 ASPA EIF4EBP2 RAD21 CLIP2 HOXC4 LGI1 LINS1 IRS4 POU2AF1 CCDC117 SATB2 CNBP SECISBP2 MBOAT2 VAX1 PPP1CB TRERF1 TIMM8A RTL9 NCAM1 HHEX MRPS18B SLU7 CSNK1G3 SLITRK6 ARFGEF1 ASB7 RNF17 SLC38A2 MYL1 SOX2 NSG2 RTRAF DOCK1 NPM3 TMEM47 ANGPTL1 KRTAP17-1 TOGARAM2 KRTAP5-5 TUG1 NIN EFEMP1 SLC6A14 NR4A2 BRIP1 NR4A1 SHANK2 NTN1 DOCK3 FOXP2 SALL3 HOXB4 OMD NEDD4 HOXB8 ARL4C CPNE1 CREBRF PHEX PHF8 GRB7 CACNA1D KCTD12 CLDN8 TSHZ2 PRKAG1 HR MXRA8 RUNX1T1 NTN5 KCNQ5 AMDHD2 GTF2A1 TRIM8 MSMB IMPDH2 IP6K2 RABL6 SSBP3 EGR2 SOX14 OTX1 OTX2 SBF2 TSPYL2 UBE2H PCDH7 PURA PPM1D PRRC2C SHKBP1 ATXN7L2 MCC ZADH2 LCP2 WIPI2 ING3 ERRFI1 C1QTNF6 C1QTNF3 CYP26B1 POU3F4 SCG3 SLC39A8 MSI2 CHD1 FEZF2 RFTN2 HMCN1 TMEM229B NCDN SLC12A5 CREB5 DPYSL2 CILK1 NIPBL CRH SCN4B NFIB FOXD3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXD3_01 MEF2C MSTN HTN1 UTRN FST STOML2 FSTL1 SYT6 RORA CITED2 ATCAY CYRIA H2AX STAG2 TWIST1 TYRO3 RREB1 ZHX2 FAM53B HNF4A TACSTD2 HAS2 RALGPS2 HOXA11 RBP3 CACNB3 CHCHD7 EPHB1 HESX1 ZBTB37 PPP1R3C LHX1 IL25 DMD HOXA10 ADGRB3 LHX9 SLC44A1 C9orf24 PLAG1 KLF12 ACACA NXF3 SMAD1 PCDH17 ATP2A2 SYTL2 PRR34 MARCKS GNAZ TBL1XR1 NRP1 EVX1 FGF9 GFI1B ANKRD11 GOLGA1 FOXB1 HHIP MSL3 CCN1 NR2F1 POGZ PIK3C2A THOC5 FLOT1 TLE4 ARHGEF12 SLIT3 GRM3 ANKRD28 SIAH1 FAM107B IKZF2 IKZF3 NEO1 GET4 STARD13 CYB561D1 LRRTM3 BCL11B LRRTM1 BCL6 ETV5 DTNA SGK1 SLC10A7 P2RY12 NRAS YWHAG FYN RBFOX1 BNC2 NEUROD2 CHN2 BAMBI TOB1 CAST SLITRK2 SNCAIP SLC22A13 LMO3 LMO4 RPS6KB1 TGFB2 KLHL1 HOXC6 ATOH1 KMT2E MYOCD FGFR1OP2 KRT222 IRS4 CCDC117 SCUBE3 BPIFA1 PPP1CB JUNB RTL9 HHEX SLITRK3 GTF2IRD1 DNTTIP1 CSNK1G3 FBXO11 DRD3 KCNA4 CACNA1C HOXA3 ZEB2 CSAD TFEC ANGPTL1 PCYT1B PRIMA1 RUNX1 NOVA1 AFF3 DIXDC1 CKAP4 NR4A1 BRIP1 NTN1 DNAJB7 PRICKLE2 CPNE1 FABP4 KCTD15 TMEM88 GRB7 CLDN8 IER3 E2F5 ARID4A TSHZ2 NR6A1 CXADR RUNX1T1 FRMD4A KCNQ5 KRTAP11-1 PAX8 RABL6 EGR2 CNTNAP4 TENM3-AS1 NRXN3 PARP8 OTX2 PROC KDM3A CYP2A7 ZADH2 INTS13 CALD1 ERRFI1 NFIX NXF4 DEPDC7 TCF7L2 GPR3 UGT1A6 HAND2 CYP26B1 RNF128 SLC39A8 SCG3 POU3F3 FEZF2 CRIM1 RFTN2 GNAO1 NCDN COL13A1 CREB5 CELF4 CILK1 ID2 CDAN1 CRH MESP1 NPNT HNF3B_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF3B_01 C5orf64 FAM20A ATP1B4 RORA ISG20 CITED2 PRMT6 SIN3A PLA1A PELI2 TWIST2 F11 TYRO3 RARG CNTLN ZHX2 PPARGC1A ABT1 HAS2 PRDM1 PNMA1 IBSP RBP4 HOXA11 DAAM1 CHCHD7 EPHB1 HESX1 ZBTB37 NECTIN1 DMD IL25 LHX5 ADGRB3 MED12 CDC42EP3 SLC44A1 C9orf24 PLAG1 KLF12 OSBPL6 ZNF521 LINC00314 KCNK18 FOXG1 ATP2A3 ZMAT4 PRR34 KLF3 OPRM1 TSHZ3 CYP2J2 FOXA2 ZBTB22 CPEB4 ARHGAP30 MITF PHF21A RIMKLA FOXB1 VGLL3 CCN1 PIK3C2A THOC5 TNMD FLOT1 TLE4 ARTN ELMO3 INHBA ANKRD28 SPRR4 NKD1 FUT8 IKZF2 NOC3L ZNF366 CYB561D1 GPM6A BCL11B BUB1 FOXN3 BAZ2B MLLT6 FAM27E5 IL5 TBX2 TBX4 PDZRN4 PPP1R10 RASSF6 DUSP1 SLC16A6 NSD3 NEUROD2 GFRA1 CHN2 KCP SERPIND1 BAMBI ASIC5 TOB1 CTNNAL1 AP1G2 SKIDA1 LMO3 LMO4 SLC6A4 LINC01138 FGF13 ITPKB ENPEP KLHL1 TTR WNT4 OLIG3 CLIP2 HOXC4 TENM1 NMNAT2 LBX1 SCUBE3 BAIAP2 FOXN1 VAX1 IL21 SLC25A51 PPP1CB RTL9 MRPS18B SLITRK6 HSP90B1 GAL3ST4 RNF17 DRD3 TFAP4 SSH3 SOX2 ONECUT2 NSG2 GIPC2 CRCT1 HOXA4 ZEB2 HOXA7 TFDP2 ANGPTL1 RAB6C RUNX2 DNAJA4 AFF3 GABRA1 GPRIN3 LPP FOXP2 ANKRD39 DNAJB7 NEDD4 ITGA8 CPNE1 CACNA1H KCTD15 PHEX ABL2 IER3 UTY KDM6A NR6A1 UBXN10 IMP3 PDCD4 RUNX1T1 RAB3IP FRMD4A KRTAP11-1 GTF2A1 ORC4 PLCB1 LTA EGR2 TENM3-AS1 SOX14 OTX2 PCDH9 CDK6 KLF3-AS1 MOSMO ZFPM2 ZADH2 PATL1 TSPAN8 LCP2 MAB21L3 TNF NDP CALD1 ERRFI1 TAC1 NFIX SCARF2 CYP26B1 POU3F4 FEZF2 NFATC4 RFTN2 DCHS2 NCDN B3GALT2 COL13A1 ANXA1 ZNF827 CELF4 SULF2 ID2 ID1 DCDC1 CDAN1 JPT2 SP8 TBL1X UBALD1 IFNA17 NFIB HNF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF1_01 VWA7 LINC00671 FAM20C PPP2R5C STAT5B PDLIM1 RORB SRSF7 BDNF ATP2B3 AGTR2 SOSTDC1 PPP1R2B PLA1A GUCA2A RARB GUCA2B APOM ANKS1B RREB1 NOL4L PTBP1 CYP2E1 ZFHX3 LUC7L3 NCKAP5 PCF11 SSTR3 HNF4A HTR7 MGAM PDGFRA ADD3 GC RALGPS2 SERPINA10 HOATZ CA5A CHCHD7 HESX1 NECTIN1 A1CF DMD HOXA10 PABPC3 HNF1B HNF1A PABPC1 PPP2R2B NECAP1 NR1H4 TM4SF20 COLCA1 LGALS2 GAS2 EPHA3 PLA2G4A PKP3 SFRP4 MAB21L2 NRP1 FOXA2 ELF4 MITF GLRA2 SPTSSB ANPEP HEPACAM2 SLC26A1 WBP4 GPX1 CTAGE4 SERPINA7 ZNF148 SERPINA6 SERPINA4 ZBTB20 SEMA3A NR2F1 VSIG1 ADAM11 APCS THOC5 SUCNR1 TLE4 SLC3A1 ZNF143 OR2W1 MMP11 HAO1 KLF9 SLC26A3 G6PC CKM SEMA4G KCNH6 ZMYND8 GOLT1A CLOCK SLC39A14 USP3 TMED6 POLR2A TCEA3 BCL11A LECT2 HGFAC BCL9 SOAT2 DZIP1L FLRT1 TBXAS1 TBX2 CS NLGN1 CSNK1A1L KRT26 PLG LYSMD2 AFP AFM CDH16 CDH17 RBFOX1 ZBTB4 KCP DPYD NR5A2 PBX2 SLC7A9 ZIC2 HOXC6 DAB2 GATA6 HOXC4 ROBO3 SLC4A4 RBMS1 TTLL6 SATB2 BPIFA1 HRK CDKL5 HOXD4 NFE2L2 ASB4 FXYD2 CES5A FGFR4 MYL2 LPAL2 PKHD1 SOX3 RNF186 PAQR9 EEPD1 FGA HOXA4 KLHDC7A ALB ATL2 HAVCR1 EFEMP1 CRB3 TINAG FOXP2 P2RX5 PRICKLE1 ARL4C TMEM88 HOXB9 CHRD ADAMTS6 HABP2 BMI1 SLC5A2 E2F3 SLC5A4 E2F6 SLC5A1 CBFA2T2 RAB3IP JADE1 OLFM4 PCBP1 PTH1R CFI EVA1A EGR1 KIF12 SGK2 LEAP2 C1orf116 MBNL2 GAN CARMIL3 ARHGAP24 SLC7A13 UGT1A1 CDK2 SHKBP1 BTG4 MOSMO RBM47 ACVR2A ZFPM2 NRK CNTD1 TM4SF4 CALD1 ERRFI1 KITLG NFIX ZFHX4 MSX2 COL9A1 UGT1A6 NPAS2 MYRF TNS1 UGT1A4 GEN1 ERG HPN RNASE4 MSH5 PDZK1IP1 ZNF827 ISL1 COL4A6 DRAM2 COL4A5 TLCD1 MTMR11 SLC6A5 CDAN1 SLCO1B1 JPT2 ANXA13 CTTNBP2NL UGT2A3 IGFBP1 SLC5A7 CUEDC1 LIPC TIAF1 TST1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TST1_01 FAM117A CDK14 SAMM50 MORF4 PAN2 CITED2 BTBD3 LIN28A BORCS6 BHLHE41 STAG2 STAG1 MAP2K5 PITX2 TWIST1 PHOX2B PTPRK RAP1GDS1 ZHX2 PIM1 MIDEAS GRB10 ZBTB18 SIPA1L1 ZNF384 IZUMO1 SMPX HAS2 TSC22D1 NEK6 SUPT6H MACC1 GRHL2 EPHB3 RIMS1 CNOT1 ADCYAP1 LIF ZBTB37 SEMA5B DMD SLC43A2 CDC42EP3 NECAP1 PLAGL2 KLF5 MGAT4B WAPL SMAD4 ESRRG ACACA KLF14 PCDH17 RALYL PORCN PCDH18 FOXG1 LAMA4 EPHA7 MAP2 JAZF1 H3-3B HEPH TSGA13 C5orf38 SOBP ZNF385B ZNF532 NFKB2 RTN1 GPX1 PHF21A P4HA1 SLC24A1 CFAP251 SLC25A3 NR2F2 USP13 RAP2A TMEM255A TLNRD1 CCNF ADNP KLHDC1 TLCD5 ARRDC3 ZNF296 ANKRD28 ZNF362 WDR82 KCNH7 TMSB4X ARL4A SLC27A4 EXOC6 THAP6 CFAP69 PEG10 GPM6A PDE1A BAZ2B THBS2 MLLT3 FLRT3 TTC12 GDI1 JARID2 TBX5 LMNA PPP1R10 ELAVL2 B3GLCT ELAVL4 ATRX BEGAIN BNC2 FBLN5 G2E3 NEUROD6 HTR2C IL2 ABCC6 TOB1 SLITRK2 SKIDA1 PLXNA2 PDGFA GPR171 HOXD1 ZIC1 NR2E1 HOXC6 WNT4 KMT2E OLIG3 GATA6 HOXC4 PGRMC1 PDE4B TRMT112 OLIG2 PRKACB WNT6 SCRT2 LBX1 GNB1L IL21 TEX37 MRPS18B HOXD3 RAD18 SMARCA2 SLITRK5 FGFR2 MEIOB CSMD3 C1orf43 SRC AKIRIN1 SESN3 RCAN1 ZEB2 HOXA5 PSMB3 TTYH1 TMSB4XP6 TMSB4XP8 BMF RNF14 TMSB4XP4 SDF2 XPOT TMSB4XP1 CSTF3 ADAM23 NR4A2 NEUROG1 NIPA2 NR4A3 CACNA2D3 CACNA2D2 OMD DIO2 CXCL13 HOXB8 ZIC4 PLCG2 FABP1 RFX3 KCTD15 GARRE1 TAFA1 SLC5A3 RHOJ CELF3 URM1 NDST4 NXPH4 IGFBP6 PAX6 CREBZF PRDX5 NIPSNAP3B CXADR FES PAX2 SEPTIN9 HEY1 INTS8 SIAH3 SLC1A7 MGLL FAM50A DLG2 IGF2BP3 PURG SSBP3 EGR2 TENM3-AS1 MPP2 NRXN3 OTX2 PCDH8 HMGA2 PURA KIF1C TMEM71 HOXC12 C3orf14 CFL2 KLHL13 INPP4B PTMS IRX3 ING3 HS3ST4 IRX2 CABP1 CLVS1 ATP5MC2 ZFHX4 PIPOX CALCA PRDM12 FIGN SMOC1 LSM12 PIK3R3 DCX SLAIN1 GEMIN7 EBP DOCK8-AS1 B3GALT2 SCRN1 ISL1 C1orf87 FDX2 SLC17A6 RTL10 DCDC1 ANXA11 JPT2 POFUT1 TIAF1 HNF4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF4_01 C1orf210 KCNE5 EDN3 CDX2 SNCB PDLIM7 PGF ADGRA2 HTN1 SYT6 PLEC PAN2 HOXD10 SRSF6 SRSF4 GBF1 CREB3L2 RAPGEF6 RARB PTBP2 TLK2 ABI3BP APOM ATAT1 PITX2 DAB2IP F10 C4A PTPRG C4B BSDC1 PPARGC1A TGIF1 ZFHX3 GLTP GCC2 MARK2 SERPINF1 ZBTB18 F2 PELO PRDM1 NEK6 CLCN2 ERBB3 PFKFB1 RBP2 CACNB2 AKAP11 ARFGEF2 MLEC F13B MOV10 TPI1 HOXA10 HNF1B HNF1A NKX2-2 NR1H3 GPD1 TRPC5 LGALS4 ASXL1 CLUH SLC25A47 ZNF777 EPHA3 GBE1 RNF5 SMYD5 PKP4 NIPSNAP1 TMED4 PDZD3 PDZK1 NYAP1 MARCKSL1 RTN4 PPARA AP1B1 DIS3L PPARG LRRC19 CCDC71 CLRN3 ACSF2 SCT SLC23A3 CTAGE1 SEMA3B SLC25A1 SELENOP GOLGA4 AGPAT1 CCER1 SLC25A4 SLC25A5 PRG4 TP53 PDIA4 FLNC ZSWIM3 SLC26A3 SS18 GAPDH G6PC SLC26A6 CHRDL1 ILRUN ACOT8 MED8 INHBC WDR82 PATZ1 UQCR10 MAP3K11 POLR2H CRYBG2 PRR14 IFFO1 GCH1 PSME3IP1 CDK16 BCL11B CKMT1B PEX16 ETFDH MPC2 MLLT6 SNAP25 BAZ2A SELENOM CSRNP3 LMX1B TBX5 RTP3 COL15A1 NTNG2 PCK1 DUSP3 SZT2 LRP1 NRAP SEC22B LRRN1 STT3B ARL6IP6 SLC22A18 SHFL CRABP2 PDE3B FGF10 SLC7A9 PRKCSH CBX7 CALB1 CDHR5 KLHL1 SLC7A7 WNT3 SLC25A25 GATA4 INSR LINS1 NET1 RBMS1 PABPN1 ACOT7 SATB1 SLC22A18AS SLC34A1 TAOK3 CDIN1 ZBTB40 TIMELESS VCPIP1 RSPRY1 HOXD3 SHF VWCE ASB7 ARPIN RPRD1B EEF1B2 PAFAH2 SOX5 ATN1 CNTFR LMAN2 GIPC2 NR2C2 SESN3 GMPPB TMEM120A OVOL1 HOXA9 HSPE1 LRFN4 TRAF4 DNAJA2 LPL OBSCN ZNF792 MRPS28 ITGA1 NEUROG2 TMEM40 RAB33A HDAC4 TOMM70 ZIC4 LTB4R2 CREBRF HSPD1 FABP2 MYH10 KYNU PPP1R14D PRKAG1 HR PRRX2 SPRY4 RNF103 PCBP4 RPS3A POU5F1 PAK4 PAX7 RHOB PDE8A SEC24C NDUFS1 AKT2 CCDC151 SEC16B PIP4K2A LEAP2 C1orf116 PRKCD EIF4G1 ADRB2 CUTA WRAP53 ARCN1 PKLR JMJD1C PTMS MREG ADAMTS19 FKBP5 LYSMD1 ARL6IP1 PRDM16 CDH6 UBE2R2 IGF1R PLPPR1 MYRF TTI1 SMOC1 RASGRP2 IYD SCNM1 HIKESHI MAF NGEF FAM170A CALHM1 UBE4A CREB1 PAPLN SAMD14 SP8 ACTWSNACTNY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/ACTWSNACTNY_UNKNOWN XPO1 FHIT GMPR2 STAU1 FGF14 HTN1 SYT3 BBX CNOT4 FNTB CEP97 CERT1 HIRIP3 DHX30 ALKBH4 CCNA2 ZNF691 KMT2D POLK SMCR8 MRPL50 LRRC74A STMN2 ANKS1A LIG1 CA11 ZNF189 ESPL1 HSPB9 COPG2 IZUMO1 SNTG1 CALR3 KAT2A RNF17 APH1A GNAI2 ACP6 FOXO1 SOX2 NEDD8 KCNJ2 TBXT INTS9 C19orf44 KBTBD6 CCPG1 NUMB TRAF7 FAM120C AP2M1 CARD9 SLC38A9 INO80E TBC1D10B TRPS1 ATL3 TMOD3 BCKDK MYL6B ZFYVE19 DNAJC14 GRWD1 TMEM115 NFXL1 MSL3 ZCCHC8 SPEF1 MPP6 COL25A1 SLC9A3R1 TSPAN6 C2orf27A ADM TOP3A DNAJC17 RASD1 AHCYL2 ZNF274 PDIA5 SF3B4 TMEM150A RAD54L2 BRD8 DPF1 ARMC5 TMEM69 BCL11A LRWD1 FYCO1 ZSWIM9 PPCDC TMEM245 WDTC1 MVB12A HSCB ADO JARID2 ZC4H2 SLC10A7 SEC11C NRAP PSMD11 PHF13 HMBOX1 RCN3 OCT1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_01 SYT1 CDX2 FAM117A ATP1B2 NEIL3 ZBTB32 ITSN1 PRKG1 BTK ACBD4 HOXD11 CITED2 KIF13A ACTG2 H2BC14 GAB2 ZFC3H1 RAB26 MAP2K6 STAG1 OPA3 PHOX2B NSMCE3 CLCA3P BARHL2 ZHX2 PIM2 TRAF3IP2 TBR1 PDGFRB DOK3 LRCH4 FCHSD1 PLPPR2 PPP2R3A SRSF8 PCDH20 PFKFB1 EPHB3 ATP6V0C DMD IL25 HOXA10 HNF1B LHX6 TCF4 BCOR CDC42EP3 NKX2-2 COLCA1 KLF12 HPCAL4 ASXL1 UPK3A EMILIN3 C2CD5 DLX1 HORMAD2 SFRP2 TRPS1 H3-3B PRR34 C5orf38 CEP41 UQCC2 TCF12 THAP2 GPR85 ITPRIP TSNAX MITF PTEN TAS1R2 KCNJ13 H2AC21 SLC24A3 H2AC20 SLC24A1 C10orf71 SERTAD4 ZBTB20 SPIB VGLL3 NR2F2 CCN1 ATF7IP LYN ADNP MMP1 COL25A1 CDR2L CSN1S1 CCND1 H2BC21 GNB3 SGCA SCML4 CSF3 H2AC6 CD180 SLC19A3 ZSCAN20 NXT2 DGKG ETV1 NDUFA4L2 ZNF428 H2BC3 H2BC4 TBXAS1 CSRNP3 JARID2 DLGAP4 PMEL MYF5 CSNK1A1L PDZRN4 MID1 ITPR3 FZD4 SEC22A LRRN1 PBX1 H2AC14 C1orf122 TP53INP2 DUSP6 THRA SNCAIP SKIDA1 LMO3 LMO4 SEL1L3 MBIP KLHL1 ATOH1 ANK3 HOXC5 GPR42 FBXO24 KRT222 WNT6 MTUS1 PLEKHA6 NUDT3 NUFIP2 FOXN1 DLL3 PDE4D FGF20 PPP1CC CADM1 PYGO1 CPD SLITRK6 PRRC2A ASCL3 CES5A DIP2B ADORA2A TSPAN13 SOX5 CSMD3 CXXC4 SRF RCAN1 LLGL2 SESN3 CACNA1C HOXA3 ZEB2 HOXA5 RHOBTB2 RHOBTB1 TMSB4XP6 SKIL TMSB4XP8 PROKR2 ZNF423 TMSB4XP4 LPL CPA4 TMSB4XP1 NIN NEK10 NEUROG1 SLC6A15 KCTD4 FOXP1 LINC00470 SREBF2 SLC25A12 BCO2 SLC25A35 GCM1 TSC1 NEDD4 HOXB6 HIVEP3 H3C3 HDAC9 CADM2 CRYZL1 E2F3 NR6A1 PAX6 GPC4 PCDH1 SLC1A2 SPTY2D1 SIAH3 YRDC RHOB H2AW NXPH1 PHC2 IRAK1 EGR2 NRXN3 ZFY TTI2 OTX2 ZFX TSPYL2 PCDH8 NRXN1 ALK SLC7A11 CDK2 LCOR TCTEX1D1 NRL MCC UBE2S IRX2 NDP EGLN3 NFYB NFIX DNAH7 GPR4 DNAH5 ALDH1A1 SYNPR C2orf16 REL MPPED2 SPRR2A FTHL17 PRDM10 POU2F1 POU3F4 FEZF2 LETM2 BRINP3 ING1 MAF GUCA1A MIR17HG BEND4 SH3BGRL GRHL3 IGSF21 UTP18 KCNN3 LIPG SP6 CRACR2B ID4 ID3 NFIA OCT1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_02 LTBP1 CDX2 ZBTB32 REST DDX17 CREB3L1 PTPRJ TYRO3 PHOX2B NSMCE3 ZHX1 MYH4 PTPRN TGIF1 TBR1 PPARGC1A PRDM8 RPS19 DOC2A PRKRIP1 STC1 RAB10 BLCAP TDRD5 AHCY ERBB4 TET2 PFKFB1 BCL2L1 CHCHD7 DAAM1 OTOS CARF OTP DMD HOXA10 MAML3 TCF4 NECAP1 IL1RAPL1 PLAG1 COLCA1 TRPC4 ESRRG ZNF521 DLX1 HORMAD2 TMEM131L RNF2 TRPS1 FNBP4 MAP2 RGS8 CEP41 ZNFX1 SEPHS1 MARCHF10 ZNF385B LINC00052 KCNIP4 KCNJ13 CCDC91 ZBTB20 SEMA3A VGLL3 GFOD1 ATF7IP AR PTF1A C8orf17 GNAL CHRDL1 PPFIA2 SDCCAG8 FUT8 POLR2A PCSK2 IQUB PDE1A WDR12 BUB3 ZNF428 DTNA FZD8 TUT1 POLR3F GPBP1 LRRN3 DLGAP4 CSNK1A1L YWHAB PDZRN4 ELAVL4 PKNOX2 CHML SDHC BNC2 ZBTB4 NHLH1 THRA THRB RASGEF1B FGF13 ANKRD1 JAG1 ZIC1 TCEAL1 RGL1 ZIC2 OLIG3 ANK3 CDKN2C HOXC5 LOX TENM1 ASPM DSCAM PDE4D TIAL1 SMARCA2 PHKA2 ITGAL FGFR1 DIP2B HMGB2 ADAMTSL1 CSMD3 PHF21B SKP1 ARPC5 MEIS1 COMMD10 CACNA1C TMSB4XP6 NPM3 RUNX1 TMSB4XP8 ENTPD1 HCN4 DNAJA4 GAL3ST1 TMSB4XP4 KIRREL3-AS3 AFF3 GABARAPL2 LPL KRTAP8-1 FOXP1 FOXP2 BCO2 SLC25A35 HOXB1 CXCL14 TSC1 ZIC4 CPNE1 TMEM88 TAFA1 HDAC9 OMG CACNA1D PAX6 FES PAX2 DZANK1 RUNX1T1 PCDHGA1 ACVR1C ARHGAP6 GPC3 SIAH3 POU4F2 PRL DLG2 KIRREL3 GABRG2 GSC SULT2A1 NRXN3 CNTN6 MBNL1 DMRTB1 OR10J1 PURA TRDN HOXC11 TCTEX1D1 LIX1 TNNI3K NRK GPR17 JAM3 GAP43 NKRF DNAH9 HS3ST4 TSHB DCN HIC2 COL9A1 HFM1 NPAS3 ARPP21 NPTX2 POU2F1 PIK3R3 DCX INSM1 CEP120 UBE4B DPYSL2 PHLPP1 KCNN3 NFIA OCT1_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_03 HNRNPK MEF2C DLC1 AJUBA MLIP RFT1 LTBP2 HTN1 PLEC PRKG1 CITED2 SRSF6 CDH22 BDNF DDX17 FAP RPLP0 TLK1 FOXO3 STAG2 PHOX2B ANKS1B CNTLN PTPRG RCOR2 BARHL2 EMX2 LIFR GLDN SLF2 KLHL28 DCTN3 FRA10AC1 FAM53B JUP AP5M1 MIR9-1HG AC141586.1 CX3CR1 PDGFRA TMEM178A SMPX PRDM1 PIAS1 NEK7 CASZ1 ACP6 NFKBIA BCL2L2 CHCHD7 RIMS2 ASB18 DMD HNF1A AMD1 PPP2R2B TCF4 IL1RAPL1 UBE2K BMP4 PLAG1 KLF12 PAIP2 TP53BP1 C2orf73 PLXNA2 EN1 SELENON UNC45A DLX2 DLX1 TEX264 FNBP4 TMOD3 RIT1 ARSB NRP2 JPH3 NRP1 BACH2 ZNF385B MITF PPARG LINC00052 NAP1L2 MCTP1 GFI1B AP1S2 ZNF654 KMT5C SEMA3A WDR47 JPH1 ARHGEF7 TNMD TENT4B CACNG2 OTUD7B NEO1 ZFP36L1 NR1D1 PPP2CA FOXN3 BUB3 WNT8B TBX6 FLRT1 DLGAP4 PHF12 MID1 TMPRSS3 EXOC5 RBFOX1 POLDIP3 ATP6V0A1 BAMBI FGF19 LMO1 C17orf102 AP1G1 LMO3 LMO4 IL19 RPS6KB1 FGF13 JAG1 GDAP1L1 DAB1 CDKN2C AAK1 HOXC4 ATOH7 RNF148 TFAP2D WDPCP MS4A7 IL21 TMTC2 HOXD4 FBXO11 DRD3 TCEAL7 SOX5 ELK3 RCAN1 ANAPC15 UBE2D3 FBXW7 GPR21 HOXA3 MEIS2 KRT32 HOXA4 RNF11 SKIL ZNF423 FGD4 TP53I11 SLC6A11 NR4A3 CACNA2D3 FOXP2 DNAJB8 HOXB4 RCAN2 SALL1 HOXB5 DYRK1A ATL3 HDAC9 MYLK KIF2B NDST1 RMI1 GSX1 RUNX1T1 KCNQ4 GPC3 GRWD1 TOGARAM1 PLEKHH3 TFIP11 EVA1A ARL1 NOL4 TENM3-AS1 PTCHD4 SOX14 OTX2 MPP4 MPP5 MBNL1 SLC7A11 EYA1 FAM53C FAM122B GRAMD1C VPS45 DMC1 SNX12 NPVF ERRFI1 CTNND2 CLVS1 NFIX DCN DPY30 PIPOX CDH6 TAC3 RPA3 SETD2 MOAP1 FAM89A MPPED2 NPTX2 CHD2 DPH5 FEZF2 TGM4 COL8A1 PLPP1 KDM4A IGFL3 PLPP7 GPR119 MIR17HG BEND4 FRMPD1 CREB5 ISL1 COL4A5 MTMR11 MED24 SLC6A5 TBL1X OCT1_04 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_04 MEF2C ATP1B2 ARMCX4 CDX4 STOML2 SYT6 GRIN3A TPD52 ZC3H14 HOXD10 ACBD4 SRSF7 GAB2 ZFC3H1 MAP2K6 PITX2 TWIST1 PHOX2B NSMCE3 PMCH CLCA3P BARHL2 TBR1 LUC7L3 SCEL ARMH4 AC141586.1 MNT PRDM2 UNC13B PNMA1 AHCY PPP2R3A TDRD5 ARF6 BCL2L1 EPHB3 PLAGL1 TAL2 NPHP4 STX12 IL25 DMD IL17F HOXA10 HNF1B CDC42EP3 C8orf34 COLCA1 ST13P4 YTHDC2 KRT8P41 C2CD5 SHOX2 FOXG1 NOTCH2 DLX1 FNBP1 KCNQ1DN PKP4 JAZF1 H3-3B UQCC2 MAB21L2 THAP2 OR10A5 GPR85 CPEB4 MITF ARHGAP30 PTEN KCNJ13 ANKRD17 XYLT2 CCDC91 SERTAD4 ZBTB20 VGLL3 CCND1 ZNF362 SLC26A7 GRM8 EIF4A1 PATZ1 CSF3 SCML4 ZBTB10 C21orf62 EHF ITM2B CNMD GPM6A BCL11B PDE1A PPP3CB ETV1 C8orf82 BCL6 DTNA GDI1 TBXAS1 LMNA DLG2 PDZRN4 MID1 ELAVL4 CDH13 CNTF BNC2 PBX1 TP53INP2 SLITRK2 THRA SKIDA1 LMO3 GRIK3 LMO4 CASK CNOT2 SEL1L3 FGF13 ZIC1 PRKCB TCEAL1 RGL1 ZIC3 HOXC6 OLFML3 ATOH1 OLIG3 ANK3 HOXC4 HOXC5 PI4KB NCALD SCUBE2 TOPBP1 LAMTOR5 MOXD1 RELCH NCAM1 TMTC2 CADM1 HOXD4 SMARCA2 PRRC2A SLC38A4 SCP2D1 TSPAN13 PHKA1 SOX5 ARPC5 MEIS1 COMMD10 KCNS3 CACNA1C HOXA3 RHOBTB2 TMSB4XP6 CHM RUNX1 TMSB4XP8 RAB6C PROKR2 TMSB4XP4 DIXDC1 TMSB4XP1 NIN NEUROG1 UCKL1 FOXP1 ANKRD39 FOXP2 SALL3 HOXB3 OMD ZIC4 HDAC9 CACNA1D CADM2 OPCML NR6A1 PAX6 FBXL19-AS1 PAX2 FES KCNQ5 ZNF407 FAM50A NSF ACKR4 GABRG1 IRAK1 GABRG2 CNTN6 TTI2 LDB2 TSPYL2 MBNL1 SLC7A11 OR10J1 PURA LCOR HOXC10 TAS2R13 CD86 EYA1 UBE2E4P NCOA5 PPIP5K2 C12orf57 ZFPM2 AGBL4 JAM3 IRX4 GALNT1 NDP HS3ST1 LRMDA NR3C2 NFIX SYNPR HFM1 MPPED2 NPTX2 CHD2 POU2F1 POU3F4 FEZF2 POU3F2 CHD6 NOTCH2NLA NDUFA4 PTPRD GNAO1 ISL1 SLC35C2 SH3BGRL SLC17A6 CUX1 SP6 TIAF1 NFIA AHR_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AHR_01 PRX RTN4 GRIK3 LMO4 MORF4L2 PAK6 PICALM ZFC3H1 PCBP2 EED MRTFA PIH1D2 KPNB1 H1-0 EGR1 NKAPD1 CYP1A1 POLG ZFX CNOT10 SLC22A8 TP53 HMG20B ZNF689 NCAM1 SENP3 CCND1 PANK3 CHRM1 MNT TGIF2 VAMP3 TRIM39 H2AC7 KNCN KCNA6 NR3C1 ATF2 TTBK2 DMD BCL11A NADK2 RPL10A FBXW11 ANGPTL2 RUNX3 PLAGL2 CYTH2 H2BC7 DYNLL1 TSSK4 GARS1 NEUROG2 DPYSL2 ELAVL3 ITPR1 NTRK3 POLD4 NRF1 SPEG SUPT16H CREBRF H3C4 THAP2 PDZD4 LYF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/LYF1_01 MEF2C IGF2-AS EFCAB5 SLC44A4 MSTN PPP2R5D HTN1 S100A9 IRF9 ZNRF1 PLEC SLC35A2 DDX17 ATP2B3 BDNF FLI1 MYOT STAG2 TMED10 PITX2 RARG ROCK1 CNTLN PTPRF EFNB3 MATN1 NKX2-8 HES1 SPAG9 GPBAR1 ATP2C1 LHFPL1 RYR1 TMEM178A HSD11B1 MNT PDGFRB STC1 NEK6 DYNC1H1 ADAMTS4 RBP5 RALGPS2 DEXI CARF GPR142 ATP6V0B OTP HNRNPA3 ARG1 CDC42EP2 SYCE1 NECTIN1 CDC40 GIGYF2 SLC43A2 HNF1A TCF4 CDC42EP3 IL1RAPL1 BMP4 GPD1 BMP1 ASXL1 SMYD2 SERPINI1 CDC27 EPHA2 DLX2 SYNE2 ARHGAP44 ANGPTL7 C5orf38 MAB21L2 JPH4 KCNJ15 LZTS2 GPR85 NRP1 EVX1 TBX21 WASF1 PPARG KCNJ10 PELI3 ALKBH6 RTN3 FBXL19 STAC2 XYLT2 CCDC91 CC2D2B SERTAD3 ANGPT1 TRPV6 ZFYVE1 ZCCHC10 TENT4B ARHGEF15 LINC01567 GRM3 C22orf31 GNB2 PPFIA2 MED1 FOXO4 FUT8 FAM107B NNAT IKZF2 EPB41L4B GPM6A LRRTM3 IQUB WDR12 FOXN3 FBXW11 FOXD3 RASA2 TES HAPLN1 GDI1 JARID2 DCAF8L2 NLGN3 CEMIP2 CDH13 PDE2A BNC2 RBFOX1 JADE2 GFRA1 ZNF462 DUSP6 SHTN1 MAP3K20 SKIDA1 CBX4 FGF10 EIF5A FGF13 HLX TNFSF18 FAM193B DMPK ASPA ZKSCAN3 MYOCD PVALB HOXC5 SLC4A2 SH2B3 KCND1 TRIM63 PRKAB2 RPH3A IL11RA TNNT1 TIMELESS HNRNPA0 VAMP8 TFAP2C PRRC2A AHNAK RNF214 DRD3 RHBDF2 SOX2 RHBDL3 COX7B BMPR2 TMEM204 ITGB4 FBRS CXXC5 ST8SIA3 MEIS1 UGGT1 HOXA2 HOXA3 DENND6A AUTS2 CLASP1 DYRK2 RAB6C NOVA1 B4GALT1 RFX4 PTPN4 ITGA2 TEAD2 SHANK1 FURIN HOXB1 PRICKLE1 RNF152 HOXB8 GLS ZIC4 ITGA7 TMEM88 MYH13 RBM39 MPRIP CIART SLC25A17 IMPA2 CLSTN3 MYPN IGFBP6 FBXL19-AS1 SPRY1 KCNQ4 GPC3 PCBP2 ALX4 PLCB2 NDUFS2 NRG2 FAM50A DLG2 CFI IP6K2 RAX PRR7 AAMDC MPP6 CDK5 HSD17B11 EYA1 HOXC11 EVPL NCOA2 PANK1 CA7 ATXN7L2 CDK2AP1 WNT11 NRGN IRX4 DPF2 PPP4R2 GGT6 CALD1 IRX2 NR3C2 LYSMD1 ATP5MC2 TAC3 PRDM13 OTULINL IGF1R ANXA9 TMEM69 MSI1 SLC39A8 ENO2 POU3F3 TNFRSF19 SCNM1 ODF1 TERF2 BAHD1 PLP2 TMEM229B PDCD10 MED26 RSF1 PNOC SPEG MYLPF PAX5_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX5_01 GPATCH11 HMGN3 THRA PRPF4B TNNC2 SKIDA1 PGF LNX2 RORC RORA GIPC1 WNT2 MAP3K5 GAB2 PACSIN3 BTBD1 CREB3L2 TLK1 FBXO24 STAG2 INTS12 WDPCP SH3GL3 CASKIN2 SH2B3 PCIF1 NOL4L SELENOH LIG1 RNF213 IGDCC3 ARID1A PRPF38B CMTM5 IL11RA CBLN1 VCPIP1 TNFAIP8 MNT LRCH4 CDK5R2 ERBB2 KNCN TMEM132E BMPR2 ABCA2 ARF6 SFXN2 TIMP3 SRF SESN3 UBE2D3 PPM1N DMD CDC40 HOXA10 RLIM MAML3 ZNF800 BCOR TSEN54 ANGPTL2 NECAP1 TRAF4 PLAGL2 ARGLU1 RFX4 PAIP2 ASXL1 ARFIP2 FXR2 CDC27 SEPTIN10 EPHA1 RAB33A POLD4 DLX1 NRF1 EIF4E HPCA DNAJC22 SYTL2 DNAL4 MYH10 FGF5 WASF1 SYNJ1 ERLIN1 ZNF710 KCNIP1 RTN2 SOWAHC JMJD6 TIMM10B NRG1 NR2F1 KDELR2 KIAA1841 ACTA1 POLR1D SPATA17 PARP8 ZFX CDK9 CACNG3 ZNF143 FLNC PRKCE ARHGEF12 OTUD7B ARL3 CTNNBIP1 EIF4G2 SENP1 EML1 C9orf139 XPR1 HOXC13 NCOA6 RAPGEFL1 CALCR GPATCH2 CALD1 ATP5MC2 TCF7L2 POLR2A HIC2 CCL20 POU3F3 RAB11A DNAI4 SCNN1A BAHD1 ZSWIM9 MAF ACTC1 ICA1 RNF220 GSTCD FAM222B PDZRN4 GOLPH3L XIAP UBTF MMP23A CDH16 MMP23B GSK3B JADE2 DET1 ZBTB4 PTCH2 NEUROD6 POFUT1 MEX3B RNF145 PAX5_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX5_02 ADAMTSL3 DTX1 PIM1 PFN1 CORO2A GRHL3 FAM13B AP2B1 FLI1 ZEB2 PSD TAF15 TPGS2 RASGRP2 MRTFA ARFGEF1 USP13 BRN2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/BRN2_01 N6AMT1 ITGB3BP NOG PLEC SHH HOOK1 PPP1R1B COL12A1 INTS12 PIK3CG PHOX2B ANKS1B PTPRG MYH2 PIM1 ACSM3 CTNNA1 PTPRO FAM53B PCF11 NRSN1 BAZ1A UNC13D VGLL1 FAM219A ELL DUSP10 ASB11 ARF6 MYT1 REXO4 ADCYAP1 KCNMB2 CHMP2A CLEC4A DMD SAT1 HOXA10 DIABLO TCF4 STX11 BCOR LRGUK KLF12 NTF3 OSBPL7 ESRRG PCDH18 FOXG1 DLX1 LAMA4 RPE KCNQ1DN RGS6 H3-3B RIT1 ZNF385B GLRA2 EDNRA MECOM GPX1 ALKBH8 ANGPT1 ADAM11 INPPL1 MGAT4C PPP4R3C LINC00670 MMP16 TLCD5 ARHGEF12 SLIT3 ELMO1 CTNNBIP1 CCND1 SLC26A7 TXN EIF4A1 STEAP2 CLOCK TPH2 FRMD6 ZBTB9 C5 LIN54 GPM6A BCL11A SLCO3A1 ETV5 SNAP25 ETV4 PHLDA2 USP32 BCL9 FLRT3 CSRNP3 IMMT TENT5D MYF5 CS PDZRN4 POLR3B ASIC2 NRAS UBA1 CHN2 C1orf122 BAMBI TOB1 DUSP6 FGF14 TUFT1 SLC6A4 IQGAP3 FGF10 FGF13 PRPF19 RPE65 NR2E1 GDNF CBFB AAK1 HOXC4 ZMIZ1 PDGFC TENM1 CIB3 ENOX2 STMN2 MYO3B TAZ VAX1 CDKL5 CNBD1 TACC2 PTHLH CDIN1 NCAM2 SLITRK1 CADM1 HOXD4 VAMP3 ASCL4 FGFR2 FGFR3 TSPAN13 SOX3 NT5C1B SIPA1 ANLN ST8SIA3 PTPRCAP EXTL2 CACNA1C PPP1R16B TEF RHEBL1 ITK RAB8B MYO1B NEUROG1 CASC2 NR4A3 ABCB5 FOXP2 HOXB3 SALL3 PHF3 EAF1 SALL1 PRICKLE2 CPNE1 ADPGK HOXB9 HIVEP1 GARRE1 SAYSD1 AIFM1 RHOJ NDST3 AGTPBP1 PRKAG1 SPRY4 KRTAP13-2 SGK3 FOS YRDC SNTB2 MGLL PLCB2 FOSL1 IMPDH2 IGF2BP3 IP6K2 IL18RAP PTCHD4 NRXN3 MBNL2 CARMIL3 MBNL1 EYA1 HOXC11 BTBD10 AOC2 PATL1 MDM1 IRX4 HS3ST5 CNN3 NDUFB8 NR3C2 CTNND2 PPM1B DNAH8 GPR3 TAC3 SMOC2 NPAS2 DNAI1 TRIAP1 NFAT5 MSI2 NFATC4 DCX CHD6 EHD4 ERG GNAO1 GSTCD CBL CREB5 UBL3 TP63 MTMR11 NAT8L CUX1 SULF1 MARCHF1 TIAF1 NFIA HSF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HSF1_01 CCDC126 SIDT1 ATP1B2 ADCY8 MAGI3 HTN1 PPP2R5C ADCY6 FSTL3 RORB LUZP1 CCT3 ATG13 IRF2BPL NKPD1 NT5C3A FAP H2AZ1 LAMTOR3 TLK1 BPIFB1 CRISP1 PIM1 EOMES TGIF1 ST13 LHFPL2 DENND1B ADAMTS9 JUN NOB1 IZUMO1 STC1 CHORDC1 ADAMTS2 NEK6 PNMA1 LENEP PPT2 RIMS2 SERPINH1 CARF TAB2 OTP GAD2 STX12 DMD VTCN1 GAD1 PPP2R2C NECAP1 GDPD3 SRP54 XPNPEP3 MOBP PCDH10 TREX1 SMYD1 SMAD1 ZC3H11A U2AF1L4 EPHA2 ZNF777 UNC79 CCDC65 ZNF212 RNF5 TMEM131L MAP2 MARCKSL1 TSHZ3 MARCHF10 GREB1 GLRA3 RTN1 ALKBH6 ASAH2 HSPH1 TYR SLC24A4 ZBTB20 RAB6B FOXB1 FNDC9 PIP5K1P1 AGPAT1 NR2F1 SGF29 CACHD1 RPH3AL TSACC NFAM1 FLNC GRM1 ANKRD28 UMODL1 ANKRD22 KANK2 PLXDC2 SEM1 PIKFYVE MAPK1IP1L MKX FBXW4 EVA1C CREM ZBTB9 FHL1 ABCD1 NNAT TPI1P2 ABHD3 SPO11 CYLD TMEM243 IQUB C10orf53 WDR12 BCL6 DAZL FOXD2 WNT8B BCL9 SHISA6 VASH1 GPBP1 RNF220 DAZ2 CSRNP3 PAK1IP1 ELAVL4 CISH YWHAG CNTF CHML DUSP1 C12orf50 BNC2 RBFOX1 MAPK14 HNRNPA2B1 GOT1L1 LINC00173 ABCC5 IL2 GRIK1 LARP4 PLXNA2 IER5L TMEM107 EIF5 MORF4L2 KNTC1 CBX3 PTGIS ELOVL5 MYOCD PACSIN3 GATA3 CMTM4 GIMAP4 TFAP2D MIR137HG ACOT7 SCUBE3 SOCS2 NUFIP2 STIM2 ACTN2 SIX4 SOCS5 TRERF1 BCAP31 PTHLH CBY1 RBPMS LRRC8B HSPB8 CADM1 HSPB1 ASCL4 TXLNGY NETO2 PLXNC1 GIGYF1 HARBI1 LINC00114 BMPR2 CCNG1 RSRC2 NR2C2 ISYNA1 PDE6D TSSK3 DNAJA1 HCN4 ATL2 CCM2 KRIT1 RFX4 LINC01106 RPRD2 WRN NR4A3 GPRASP2 HSP90AB1 SHANK1 CACNA2D2 SREBF2 HOXB8 ITGA8 HIVEP2 HSPD1 DNAJB1 UBE2E2 DNAJB5 PHF6 E2F3 PRKAG1 PIP5K1A DMRTA1 ILDR2 FOS ARHGAP6 OSR2 PLEKHB1 PAK3 GSN ZNF280C JMJD6 POU4F3 KCNQ1 PURG EGR3 NOL4 NRXN3 ZFX OTX2 DMRT1 MBNL2 MRPS6 DMRTB1 LAP3 TRDN ATP6V1A HIPK1 CHST8 AAMP KRT85 CLDN2 GPR17 PNKD KRT81 JAM3 FKBP4 TPM2 TRIB1 SETD2 PRDM12 RASGRP2 HS6ST3 CHD1 TNFRSF19 NFATC4 EHD1 NFATC3 HIKESHI HSPA8 SCG2 TNPO3 NAA50 GSTA5 DBI ID4 IGFBP5 OPRD1 AGCYRWTTC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/AGCYRWTTC_UNKNOWN ALS2 LMO1 MSTN MASP1 PPP2R5D LAMP5 PDE3B RORC FSTL1 FGF12 XRCC1 GDNF NR2E1 ALKBH5 ZFP91 CRYGD FAP RPLP0 PTGDR2 DDX25 ROBO4 SLCO1C1 LGI1 PITX2 KMT2A CASKIN1 SPTLC2 STC2 CPLANE2 NOL4L NUFIP2 ZFHX3 TBR1 RTL9 PSMA1 MRPS18C ROGDI HSPB6 NAV2 OMA1 FGFR2 QRFP TFAP4 ELL ST8SIA1 LIF HOXA2 CHMP2A PFN2 ZEB2 HOXA6 EGFLAM DMD UBE2K RAB8A FOXA1 BMX NXF3 RALYL PHF1 HOXB8 NOTCH4 WBP2NL CLCN5 NDST4 SOX21 HIP1R RAB5C ZMAT3 PPARG CREBZF CLTC KLF10 PROSER3 TMEM62 APOBR GGNBP2 TCERG1L PTH1R TMEM196 MYB TSC22D3 KIRREL3 GSE1 UBE2W CMKLR1 OTX2 SEC16B MPP6 NFAM1 PDP1 ATP6V1A GRM3 KDM3B KPNA4 ACVR1 DHH HSD3B7 LRMDA IKZF2 DIDO1 C1QTNF4 STK40 TNR PIK3R3 NAA50 CSNK1A1 HAPLN1 IGF1 POLR3C SIRT1 XPNPEP2 MID2 WNT2B MEOX2 PCMTD1 RNF115 ADGRF3 PDC CTTNBP2NL TIAF1 HSF2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HSF2_01 MEF2C CCDC126 HTN1 FSTL3 CCT3 PLEC IRF2BPL DDX17 KCNK9 NT5C3A LAMTOR3 STAG2 BPIFB1 EFNB3 CRYAB CRISP1 SRSF1 TGIF1 ST13 LHFPL2 JUN IZUMO1 STC1 CHORDC1 ADAMTS2 NEK6 PNMA1 CDK5R1 ENPP2 PDLIM5 PPT2 HSPA1A HSPA1B RIMS2 SERPINH1 TAB2 OTP HSPA1L CLASRP TSPAN31 DMD CLEC4D DYNC1I2 MED12 GAD1 IL1RAPL1 GDPD3 SRP54 XPNPEP3 MOBP PCDH10 TREX2 SMYD1 SMAD1 ZC3H11A COL16A1 RALYL ZNF777 CCT4 ZNF212 CCT8 MAP2 RGS8 PLA2G4D FGF5 MARCHF10 GREB1 ALKBH6 FANCL HSPH1 TYR CAMKV RAB6B ZBTB20 LMOD1 FNDC9 PIP5K1P1 NR2F1 SGF29 MMP19 RPH3AL MBD6 HERC4 TSACC NFAM1 FLNC GRM1 FOXR1 ATXN1 UMODL1 EIF4A2 SEM1 MAPK1IP1L FBXW4 EVA1C FHL1 CREM NNAT TPI1P2 ABHD3 SPO11 CYLD TMEM243 DAZL BCL6 GNRHR2 BCL9 GPBP1 VASH1 DAZ2 CSRNP3 MAT2A JARID2 TBX5 SPIN1 ELAVL4 MID1 CISH YWHAG RAB30 CNTF DUSP1 C12orf50 MAPK14 BNC2 HNRNPA2B1 GOT1L1 ABCC5 EEFSEC IL2 TJAP1 ARL6IP6 PDGFB GRIK1 LARP4 IER5L GABRB1 MORF4L2 EIF5 DERL1 KNTC1 ELOVL5 MYOCD PACSIN3 SLC25A41 CMTM4 GIMAP4 DND1 TFAP2D MIR137HG ACOT7 NUFIP2 STIM2 ACTN2 SIX4 HLA-B TRERF1 BCAP31 RHBDD3 RBPMS LRRC8B HSPB8 HSPB2 ASCL4 SPTB TXLNGY ME1 GIGYF1 ONECUT2 LINC00114 GIPC2 NR2C2 PDE6D TSSK3 EGF EWSR1 KRIT1 RFX4 LINC01106 FSCB NR4A3 WRN SHANK1 GPRASP2 CACNA2D2 SREBF2 POLD4 HOXB8 PPID ITGA8 ARL4C HIVEP2 HSPD1 KRTAP19-6 DNAJB1 CACNA1D NFKBID UBE2E2 DNAJB5 E2F3 PRKAG1 PIP5K1A CBFA2T3 RNF144B FOS TRIM8 POU4F3 SHC3 KCNQ1 NKX2-1 SSBP3 NOL4 EGR3 OTX1 OTX2 DMRT1 CHST2 MBNL2 PCDH7 DMRTB1 TOMM40L TRDN LAP3 TSPAN6 ATP6V1A EIF4G2 TMEM71 HIPK1 AAMP KDM3A CLDN2 KRT85 PNKD CASQ2 BICRA HS3ST4 FKBP4 TPM2 SETD2 TRIB1 C1QTNF7 RASGRP2 HS6ST3 NFATC4 NFATC3 HIKESHI HSPA8 NAA50 COL13A1 FLT4 PTPRA RALGDS PLOD1 PEX11B MARCHF1 SLC5A7 PTGES3 OPRD1 IGFBP5 SRY_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SRY_01 HMGN2 EFNA1 MAGI3 SELENBP1 LEMD1 MXI1 METTL18 CRY2 PRMT6 GAB2 GRIN2B RBM8A PRMT3 F11R ANKS1B EMSY BARHL2 PIK3CD EMX2 CYP26A1 NAV3 CTNNA3 FAM53B PCF11 ZBTB18 ZNF436-AS1 FCHSD2 ZZZ3 LAMC2 EFNA4 LALBA RALGPS2 TDRD5 RBP3 MTX1 YBX1 TAL1 ZBTB37 NECTIN1 CLEC4D LHX9 MACO1 KMT2A TMEM50A MAML2 ESRRG PLXNA2 USF1 DCHS1 DDX6 MORN4 KCNQ1DN ATP2A2 PLEKHS1 DNAJC22 H3-3A GRK5 MARCKSL1 CLEC1B CPEB3 ELF5 GLB1L3 INSRR PHF21A RAB6A NABP2 CCN1 ZNF644 ATF7IP PIK3C2A PAMR1 MGAT4C SRGN CLC OTUD7B YPEL4 ZNF362 SEMA4G MED8 SLC26A9 PLXDC2 SORT1 TPH2 CA14 FAM107B SLC25A34 EHF RPUSD4 SH3D21 CSDE1 SORBS1 KIRREL1 HTR3B CDK17 RASSF8 THBS3 BCL9 RNF220 PNLIPRP2 TBX5 C1orf112 DLG2 PDZRN4 ATP1A4 ELAVL4 NRAS SZT2 LINC01465 SPINDOC C12orf50 LRP6 GFRA1 BAMBI LRP5 DUSP6 USP44 SKIDA1 LMO3 RBM4 PDE3B HLX BEND5 HOXC6 HOXC8 DAB1 ANK3 CDKN2C HOXC4 S1PR1 LGI1 SPON1 NMNAT2 PLEKHA5 LBX1 DFFB ST6GALNAC5 TNKS2 DDIT4 ASCL2 NCAM1 NOS1AP CADM1 STMN1 ZNF436 RNF214 SLC38A4 MSRB3 KCNA1 SOX5 ANGEL2 LYST SOX6 SESN2 C1orf43 ST8SIA1 ANAPC15 VDR PDE6C CSAD TEAD4 HECTD2 ENTPD1 CREBL2 GNL2 CCDC89 GABARAPL1 LRRN4CL AKR1E2 RFX4 CKAP4 TEAD1 CDKN1C MPZL2 MARCHF5 ATF7 CACNA1E HABP2 SGIP1 OPCML PRKAG1 DEDD SORL1 ARID4B CLSTN1 PAX6 PRRX1 PNPLA2 MXRA8 PDCD4 CRTC2 TRIM8 ZBED5 TCP11L2 EGR2 LDB1 TOR1AIP2 EIF4G2 DHRS3 CTSK ATXN7L2 JMJD1C FKBP2 ABLIM1 ING4 MAB21L3 TSEN15 JAML PALMD DEPDC7 TCF7L2 AKR1A1 FAM76A SH3GLB1 GGPS1 PLPP3 CHTOP NOX4 WBP1L MPZ B3GALT2 C1orf21 DPYSL4 TM9SF3 NBL1 NTS SP1 CTTNBP2NL NFIA SRF_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SRF_01 IER2 IGF2-AS TNNC1 SUSD1 IRAG1 NPAS4 VCL ACTR3 FOS ACTG2 PLCB3 CAP1 FOSL1 EGR1 PHOX2B EGR3 EGR2 SLC25A4 EGR4 TAZ TNMD ACTN1 FOSB JUNB FLNA CFL1 ITGB1BP2 CA3 TGFB1I1 ASB2 CD248 MYL6 CALD1 TPM1 KCNMB1 SETD2 ANXA6 PFN1 IL17B MUS81 CNN2 GPR20 THBS1 STX10 DIXDC1 PRUNE2 SCOC HOXB4 MYH11 PRM1 WDR1 ARP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ARP1_01 DNAJC5B RALY CDX1 STAR PDGFB ADGRA2 LTBP3 MORF4 ACKR3 LINC01138 TGFB3 SLC7A8 CASK AQP7 GATA1 KIF13A CRYGC HTR1B PROP1 MYOCD CCN2 PITPNC1 TRIM69 RNF34 APOM PIK3CG MIR22HG ZFHX3 ZHX2 TMEM164 KLHL28 CYP2E1 ZNF711 IL21 FGF20 TRERF1 MIDEAS IL11RA FAM155B WDR81 CCDC6 SLITRK1 PARP16 ZNF516-DT MRPS18B ATP2C1 HSPB8 HOXD4 MIR9-1HG FCHSD2 RIPOR2 TGIF2 FCHSD1 SLITRK6 EMP1 ALDOA CDK5R1 TMEM256 EXOC3L1 SIPA1 MYL1 ASB12 ENSA RRAGD TMIGD1 HOXA1 HOXA3 A1CF DMD SKIL CDC37L1 RUNX3 TRAF4 NFE2 ESRRG PMF1 COL16A1 AGFG2 FOXP2 SLC25A35 POLD4 OMD DLX1 PLK3 PKP3 DLX5 SMARCC2 HPCA CACNA1G CPNE1 LYRM1 TREML2 GLI1 MAB21L2 BMP5 MARCKSL1 CELF3 E2F4 NKAIN3 AP1B1 ELF4 NDST2 ZSWIM8 ZNF532 NR6A1 MMP28 ZNF205 RUNX1T1 JADE1 CAMKV TOGARAM1 ZBTB20 KIRREL2 JPH1 TXNDC12 CFI NXPH1 ATF7IP ZNF644 IRAK1 FBXL20 TMEM255A OTX2 ZFX RASIP1 HEPACAM C1orf116 ARL4C ARHGEF15 RBBP6 PPM1E CFL2 MED8 POMP RIN1 PPFIA3 NFIX TMEM150A GPR3 CLDN15 C1QTNF7 C1QTNF5 SORBS1 ARR3 POU3F4 SERPINC1 CHD2 C19orf73 MICU2 MLLT6 BAHD1 HAPLN1 MVB12A B3GALT2 NLK TSSK4 SLC12A5 CTLA4 C1orf21 PDZRN4 DLG2 AZIN1 SPARC MNAT1 SZT2 DBP NR5A2 RORA1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RORA1_01 MEF2C NOG STAU1 JAKMIP2 ATP1B2 DCUN1D4 PPP2R5D EFNA3 NELL2 ATP1B4 SHH FLI1 BTBD3 VNN3 LCA5 CNTLN KIF5A RCOR1 PIM1 TAOK2 SAG PITPNM1 SPAG9 UHRF2 COLQ NAV1 RYR1 ABAT SMPX CDHR1 SORCS1 CACNB2 ARF6 STRADB ADCYAP1 ARX EGFLAM IL17F RIPOR1 LINC00575 TCF7 NTF3 ESRRB OARD1 EME1 AFG3L2 NAA25 PCDH18 ZFAND5 EPHA7 SYNE1 R3HDM2 PKP3 RGS6 ZMAT4 GK NRP1 KCNAB3 GPR161 FGF9 TRMT10A RTN3 CAMKK2 STAC2 CYP39A1 PBXIP1 SEMA3F ANGPT1 SLC22A6 MYB NR2F2 AMY2A ZNF644 ACO2 TMEM35A KIAA0586 OGFOD1 GRM1 TRAP1 DACT1 CHRDL1 ZNF296 STEAP2 PLA2G5 RAB3A USP8 FBXW4 ABHD3 NEO1 ZNF687 ZFP36L1 FSBP ZDHHC21 PPP2CA DTNB SLC4A7 AP3D1 MPC2 MLLT6 ACSL4 RASA4 DTNA BCL9 IL7 JARID2 ELAVL4 ABRA NRSN2 CNTF LARGE1 GRIA1 MRPL27 RBFOX1 YWHAQ CLRN1 PHF5A SLC8A3 STK38 LMO3 ATP6AP2 GRIK3 IL17RE UBAC1 WDR72 TTL PACSIN1 FHDC1 TIMM9 PSIP1 SLC25A27 CCDC92 ASPH RBMS1 MATK SATB1 SOCS2 SOCS4 CMTM6 YTHDF2 ARNTL IL22 TMEM52B RTL9 ZNF516-DT GTF2IRD1 SNTG1 VAMP2 VAMP1 HSPA9 TSPEAR MYL3 ONECUT2 CCDC88A CNTFR CXXC5 CX3CL1 EXTL2 LPAR4 RASAL1 FBXW7 HOXA3 ITGAX TTBK2 CSAD PPP4R3A SARNP RLIM H4C3 HSPE1 NDRG2 HCN1 ATP5MF GABARAPL1 GPRIN3 GALT HOXB3 LCN2 NCKAP5 FBXO30 HSPD1 SCMH1 HDAC9 GLI1 GID4 MPRIP CACNA1A MYLK TNRC6A IRAG1 SLA SHISA5 RNF144B BZW2 SOX15 ATP8B2 SUCLA2 IP6K2 CLIP1 ATPAF2 NOL4 KHDRBS2 ACOXL CNTN6 MPP3 MPP6 LDB2 VASP CHST1 ATP6V1A CTH FAM122B NRL URGCP CNTN2 ERN1 MCC KDM3B JMJD1C AOC2 TSPAN7 SPOCK2 NEFM ARL6IP1 ATP5MC1 NFYA IVNS1ABP TPM3 ESPN CALCA KRT9 NPAS2 TDRP CHD2 ENO3 MSI2 CAMK2B GEMIN7 NFATC3 NAA50 B3GALT2 CREB1 UBL3 TAB3 DBP FBXL22 SLC18A2 ZRANB1 SPTAN1 RORA2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RORA2_01 LMO1 AP1G2 GABRB2 ATP1B2 LNX2 EIF5A REST CITED1 SHH FAM193B CHMP2B TAF5L CYRIA DAB2 ASPH KMT2C PITX2 LRRC8A TMEFF2 ZNF593 SOCS2 RCOR1 PIM1 CMTM6 ARNTL PPP1R3A IL22 KAT5 RTL9 ZNF516-DT RYR1 ABAT MIEF1 SH3GL2 RALGPS2 TSPEAR ONECUT2 CSMD3 ARF5 OPN1SW ABCA1 ADCYAP1 MEIS2 GLYR1 NECTIN1 TTBK2 A1CF EGFLAM DMD IL17F TTYH1 SSX2IP CIRBP-AS1 SND1-IT1 GUCY2F IL23R GPRIN3 ESRRB TREX2 GALT GAS2 PLEKHH2 UBE2L3 HSPA4L EPHA3 NMT2 SYNE1 EPHA7 HOXB2 LINC00158 HPCA CIRBP MARCKS KCTD15 HDAC9 NAA40 KLF4 MYLK CACNA1A KCNAB3 TRMT10A SORBS2 CAMKK2 SLA RNF144B MEDAG PBXIP1 PCBP4 NUBP2 SIAH3 ATP8B2 ANGPT1 SEMA3A MYB ATP5PD LRRC20 KHDRBS2 STEAP4 MPP2 CNTN6 COX4I2 TLE4 CDR2L MMP14 RREB1 CCDC178 CTH CHRDL1 CUTA SHKBP1 NRL OGA KDM3B ZADH2 JMJD1C TSPAN7 CLOCK LINC00472 APEX2 FBXW4 IVNS1ABP UBE2R2 KRT9 ZFP36L1 NPAS2 CDYL ZDHHC21 FSBP C1QTNF3 TDRP C1QTNF4 LONRF3 PPP2CA SLC4A7 AP3D1 NUP210L C1GALT1C1 ACSL3 INPP5A DTNA B3GALT2 LRRN2 CREB1 NLK TRIM29 BEND4 TMPRSS3 HOMEZ PYGM PPP1R2C GRIA1 DBP BABAM1 SLC18A2 SP6 SPTAN1 COUP_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/COUP_01 KCNE5 EDN3 CDX1 ADGRA2 PGF PPP2R5D SLC9A3 FAM20C STOML2 PLEC MXI1 SRSF6 BRPF1 CCDC88B AGPS GBF1 CREB3L2 CREB3L3 ABI3BP APOM ATAT1 PPTC7 PITX2 DAB2IP C4A EFNB3 C4B EFNB1 NOXA1 EXD3 PPARGC1A ZFHX3 FAM155B DCTN1 MARK2 ZBTB18 HAS1 ZNF436-AS1 MLLT10 VSX2 NEK6 ALDOA PPP2R3A CNIH1 RBP2 SORCS1 ARFGEF2 MLEC OTP SLC11A2 DMD HOXA10 GYS2 HNF1B HNF1A UBE2K DNMT3A LGALS4 TP53BP1 ASXL1 CLUH ESRRG TNNI1 CCDC65 DLX5 PKP3 SMYD5 PON1 PDZD3 NYAP1 MARCKSL1 SOBP NRP1 DIS3L AP1B1 FOXA3 WBP4 RTN2 LZIC ASGR2 CTAGE1 ANGPT1 NR2F2 DOCK11 GOLGA4 LMOD3 NR2F1 MRPL2 SYMPK ZDHHC3 ARHGEF7 EXOSC7 PPP4R3C TP53 MBD5 ZSWIM3 RBBP6 GAPDH SLC26A3 G6PC ACOT8 MED8 KIF6 G0S2 STEAP2 ZNF485 MAP3K11 IFFO1 CIC TPCN1 PSME3IP1 KLC4 CDK16 RPL34 PLA2G12B SERPINC1 USP37 CNOT9 MLLT6 BAZ2A MTMR4 HSD17B8 CSRNP3 SELENOM SNRNP70 LMX1B RRBP1 TBX5 LMNA RTP3 GJB2 DUSP3 SZT2 FBLN1 IQCD RPL34-DT SERPIND1 PDGFB LMO3 SHFL CRABP2 PDE3B SLC7A9 TKFC FGF12 PRKCSH KLHL1 SLC7A7 CRYGC GATA4 VEGFA LGI4 PITPNC1 LINS1 RBMS1 NET1 ACOT7 PABPN1 SATB1 ALDH6A1 TAOK3 SLITRK2 ZBTB40 TIMELESS RSPRY1 BPIFA2 MIEF1 ASB7 NMNAT1 CFHR5 ZNF436 RPRD1B EEF1B2 FGFR3 TNFRSF12A PAFAH2 GMPPB HOXA3 OVOL1 PRKRA HBEGF LRFN4 BMF TRAF4 DNAJA2 FOXA1 NEUROG2 ITGA3 NR4A3 TMEM40 ATF4 MTTP TOMM70 POLD1 ZIC4 GPAT3 ADRA1A FABP2 MSRB1 KYNU PPP1R14D NDST2 IL21R PNPLA2 PAX6 PRRX2 RNF144B PAGR1 RNF103 POU5F1 NUDCD1 PAX7 PAK4 PTH1R SHC1 TTC19 LTB BOC NDUFS1 CCDC151 DDB1 PRR7 MPP5 PCDH7 PRKCD PURA DHRS3 ADRB2 CUTA ZPBP2 WRAP53 PKLR JMJD1C PTMS MREG DPF3 CKS1B PHB2 IRX6 FKBP5 LYSMD1 MLST8 TPM2 PRDM16 TMEM150A PLPPR1 TTI1 SMOC1 MYBPH IYD EMG1 SCNM1 FAM170A HPN NDUFA3 CFHR1 NCDN CFHR2 ZNF827 SAMD14 INVS SCFD2 ID1 MED13 MYLPF CEBP_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBP_01 LTBP1 DST C5orf64 ARMCX4 S100A9 CYP2D6 LEMD2 STOML2 OPALIN REST MYLIP RORA SLC35A2 SRSF6 EPC2 FLI1 GRIN2B WWP2 OR6C3 ANKRD42 PHOX2B CNTLN NUDT10 TGIF1 PRELP SSTR5 TACSTD2 MNT IL20RB PRDM1 HS3ST3B1 GCNT2 HOXA11 PFKFB1 CMSS1 CACNB1 CHCHD7 RIMS1 KCNJ1 TBC1D8B NECTIN1 PRUNE1 DMD HOXA10 GIGYF2 ARAP2 IL1RAPL1 OLFM2 SLC31A1 NKX2-2 OR2C1 HPCAL1 RNF43 NIM1K SMAD5 KCNK2 SHOX2 GNGT2 SYNE2 RGS3 SUPT16H GNAZ TSHZ3 SEPHS2 RBM14 MYBPC1 CPEB4 AKNAD1 FAHD1 CCDC71 SPINK5 MECOM EDNRA GPX1 PHF21A SLC24A4 CALN1 SEMA3A VGLL3 ANGPT2 PALLD TMEM255A TNMD OVOL2 CACNG2 ARRDC4 FOSB ADM CLDN16 FIBIN TAPT1-AS1 FUT8 ZBTB9 ABI3 COL2A1 NEO1 SUMO2 BCL11B PPP2CA PEX16 LRRTM1 PER2 RUSC1-AS1 HBP1 SUPT4H1 THBS1 USP32 FOXD3 UBE2O DNM3 POLR3F FAM27E5 PLEK JARID2 CS PAK1IP1 DLG2 ACLY ELAVL2 NPR3 ATRX NRAS CDH13 DUSP2 CDH16 TAAR9 RBFOX1 STN1 BNC2 ORAI3 NEUROD1 ZNF462 C1orf122 IL2 BCAR3 RALY MTSS1 LMO3 ENAM PDE3B CASK IL13 FGF13 MINDY1 TOP1 WNT1 ATOH1 MYOCD RBMS1 KMT2D LBX1 NUDT3 DLL1 YTHDF1 VAX1 SPA17 PPP1CB PSMA1 CCDC6 MAP4K4 SLITRK3 LSAMP CADM1 VSNL1 CNIH4 ASCL4 ZNF436 RNF19A PLXNC1 HIGD1A SOX2 MDGA2 NSG2 SOX5 MEIOB KRT36 CCDC177 ZEB2 CSAD LRFN5 ANGPTL2 TEC NEK10 DOCK9 NEUROG1 WRN CACNA2D3 KCTD4 FOXP1 HOXB3 HDAC4 SLC25A35 TNFSF10 NCKAP5 HOXB6 FABP1 GARRE1 RBM39 DENND2B DDX52 SGIP1 MSRB1 MYPN KDM6A UBXN10 NFKBIZ DZANK1 KCNQ4 ARHGAP6 SEPTIN9 ARHGAP5 OSR2 HEY1 KRTAP11-1 EVI2A FAM180A SIAH3 NUDCD1 YRDC ARHGEF25 SNTB2 SV2B RTL3 CSK C11orf49 TSC22D3 RAMP1 NKX2-1 IP6K2 EVA1A PURG SSBP3 EGR2 OTX1 PCDH9 C1orf116 PRKCG PCDH8 INIP DAPK1 PURA HAGH CD86 EYA1 PPM1E REEP6 ITGB1BP2 NREP ACVR2A CLDN2 KPNA3 TNF ANKRD20A19P TRA2A SIAE PAGE4 NR3C1 TPM1 ARMC5 SKAP1 NPAS2 FIGN HAND2 PRDM10 POU3F4 POU3F3 NFATC4 CHD6 ERG AKIRIN2 GSTA4 NCDN SAMSN1 NUP155 TAPT1 TBL1X IGFBP5 SRY_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/SRY_02 C5orf64 MAGI3 FST LEMD1 MXI1 HOXD10 CTNNB1 ADGRL2 SRSF7 RBM8A RAPGEF5 MACROH2A1 PSMA8 PELI2 STAG2 PIK3CG SLC12A8 MDGA1 KRT13 AP4M1 NUDT11 PREX2 FAM53B PCF11 CD36 LRCH2 TACSTD2 NDNF ZNF436-AS1 HSD11B1 STC1 PIAS1 MYO18A ZNF664 EMCN NFKBIE HESX1 ZBTB37 KBTBD2 IL25 MAML3 HNF1A TCF4 PPP2R2B CDC42EP3 NECAP1 NKX2-2 OLFM1 SREK1 TECTA KLF7 NTF3 MOBP TMEM50A RNF43 MAML1 ESRRG C21orf91 SMAD3 EN2 DCHS1 DDX6 EPHA7 SEMA6C DHX40 IL5RA MAB21L1 TCF15 KLF3 NRP1 ZNF385B ZBTB22 FGF9 MITF PHF21A QKI ANGPT1 FOXB1 ZFYVE1 VCPKMT RBBP4 CCNJ MGAT4C CSRNP2 ATXN1 INHBA ZBTB8OS ZNF362 GNAQ MED8 SLC26A9 CLDN18 FOXO4 IKZF2 XKRX ZNF646 SOGA1 FSBP ZBED6CL APBA1 USP32 MLLT3 DTNA TBX6 CSRNP3 TBX5 CSNK1A1L CTLA4 DLG2 PDZRN4 ELAVL2 ELAVL4 MID2 DUSP5 SZT2 LINC01465 YWHAG LRP1 BNC2 RBFOX1 JADE3 CHN1 LRRN1 BAMBI DUSP6 LRP5 SLITRK2 KERA AP1G2 LMO4 TGFB3 RBFOX2 HLX ZIC2 GATA2 OLFML3 CLIP2 TIAM1 HOXC4 PUM1 CCDC92 KAT6A SCRT2 SATB1 PLEKHA5 NRN1L DLL1 ZNF711 SIX4 RTL9 TIAL1 CADM1 ZMYM2 TFAP2B NFE2L1 PTGFRN KLHL41 ZNF436 FGFR2 KYAT1 DIP2B GRAP TFAP4 SOX2 SOX5 LYST SOX6 ABCA6 ANAPC15 ZEB2 RHOBTB1 TMEM179 FN1 MRC2 NR4A1 CASC2 NR4A3 FOXP2 SALL3 ULK1 HOXB5 EBF2 SLC7A1 SLC13A1 CPNE1 CREBRF CACNA1E MYLK E2F1 SGIP1 TNRC6A OPCML PRKAG1 ARHGAP15 CBFA2T2 MCM7 HEY1 ZBED5 PAK3 TMEM196 POU4F1 PAK1 TSC22D3 NSF ZC3H6 CAMK1G LDB1 RELT G3BP2 MPP6 MBNL2 KANSL1L PURA EIF4G2 PPM1D DHRS3 KLF3-AS1 CFL2 NREP CXCL17 ACVR2A COMMD3 KLHL13 UCK2 ZADH2 WASL NPVF NDP NANOS1 HS3ST1 NR3C2 NFIX UBR5 ALDH1A2 CDH9 ZNF668 POU3F4 TNFRSF19 PTN CHD1 MSI2 FBN2 PIK3R1 KAT14 GNAO1 B3GALT2 MAP1B CILK1 ADGRF1 NIPBL KCNN2 IFIH1 CRH CTTNBP2NL EBF1 SP8 NFIA RCN1 NFIB OCT1_05 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_05 SYT1 CDX1 SLC9A7 CDX2 CDX4 ARMCX4 NEIL3 EDN1 ADORA1 BTK HOXD11 CDCA7 SEMA7A FSTL5 BHLHE22 COL12A1 RARB MAP2K6 ADGRL1 SH3GL3 PHOX2B ARHGEF38 RPP21 MYH1 NOL4L BARHL2 ZHX2 PIM1 PIM2 LIG4 TBR1 DENND1B ZBTB18 OR8B8 SMPX DCAF17 PLPPR2 PPP2R3A ENPP1 IL25 DMD IMPG2 HOXA10 ARAP2 HNF1B LHX6 MAML3 SUGP2 IL1RAPL1 COLCA1 TREX2 ESRRG METTL8 EMILIN3 C2CD5 DLX1 SEMA6C ATP2A2 RGS3 TMOD2 PRR34 CEP41 TLL2 C5orf38 TCF12 NRP2 MYBPC1 PTEN CTAGE4 CAMKV H2AC20 SERTAD4 ZBTB20 VGLL3 H2BU1 KCNT2 LYN ADNP COL25A1 LINC01567 CSN1S1 SLIT3 AMBN GADD45G ZNF485 SCML4 H2AC6 ZNF271P SLC39A13 SCML1 IKZF2 EHF SLC19A3 ZFP36L1 STAT4 CNMD GPM6A BCL2 DGKG ZNF428 DTNA IL6 NOS1 TBXAS1 CSRNP3 ARMC6 PMEL LRRN3 YWHAB GRIA3 MID1 ITPR3 FZD4 PKNOX2 PROM1 DKK1 SOST TAAR1 KRT18P55 SVIL BNC2 SEC22A LRRN1 DUSP6 GNA14 THRA EIF3J FGF14 SKIDA1 LMO3 GABRB1 LINC01138 MANF PARP6 PRKCB NR2E1 HOXC5 RNF38 RRAS ITCH LGI1 MTUS1 PLEKHA6 SATB2 PI4KB NUDT3 STMN2 PDE4D TOPBP1 FGF20 TRERF1 ROGDI CADM1 SIX1 ASCL3 FGFR2 CES5A HMGB1 TFAP4 TSPAN13 ADNP2 MRAS SOX5 NEDD9 ELK3 HOXA3 HOXA5 TMSB4XP6 RHOBTB1 LRFN5 TMSB4XP8 TMSB4XP4 ZNF423 PROKR2 RHOBTB3 LPL CPA4 KRTAP8-1 NIN LPP PTPN2 JCHAIN SLC6A15 NEUROG1 NR4A3 REM2 FOXP2 HOXB3 HOXB1 HOXB2 GCM1 HIVEP3 CPNE1 HOXB9 CADM2 FOXK2 PAX6 PRRX1 ARHGAP4 FOS GGNBP2 ACYP2 RHOB H2AW NKX2-1 EGR2 GSC ALDH5A1 PARP8 LDB2 PCDH8 SLC7A11 CDK2 OR10J1 LCOR PURA TRPM1 PANK4 PPM1E HOXC11 NRL GALNT1 MAB21L3 UBE3A VPREB3 IRX2 LRMDA CTNND1 NFYB DCN GPRC5B TCF7L1 PRDM12 C2orf16 POU2F3 PRDM10 POU2F1 FEZF2 ING1 SCNN1A TAS2R40 RFTN2 CD40LG CNNM4 MIR17HG CEP120 DPYSL3 ISL1 RGS13 GRHL3 KCNN3 CRH SP6 EBF1 CRACR2B ARGGGTTAA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/ARGGGTTAA_UNKNOWN ATP1B1 PDGFB SYT4 GRIK3 HTN1 FGF16 CRABP2 ITPKC ZNRF1 PLEC DMPK IL11 FLI1 CDKN2C S1PR1 H2AX TLK2 ELOVL6 RARG RPH3A ZFHX3 HES1 MRPS18B LHFPL1 SPDEF HAS2 TGFB1I1 PLEKHG6 DUSP10 CSMD3 EXTL1 HADHA HADHB CORO2B NECTIN1 CRMP1 B3GNT7 CCDC80 NUMB NECTIN2 GPR20 RHEBL1 PLAGL2 KLF12 SMAD6 SPTBN4 CELSR3 GAS7 SREBF2 SFRP1 KCNJ8 LAMA5 TRPS1 PKP3 HOXB6 RGS6 HIVEP1 GLI1 BMP5 BMI1 LINC02875 ZNF532 FGF9 MYL6B ARHGAP18 RUNX1T1 INSRR NTN5 DSTN SLC24A4 CCDC120 ACTR1A WFIKKN2 PLEKHH3 COQ8B KLK13 EPN3 HYAL3 PAMR1 ESR1 FLNC ATXN1 DHRS3 CD86 WDR82 CDK2AP1 PUS10 YWHAZ BRSK1 ABI2 RTKN TCF7L2 CDH5 SUFU MIP VCAM1 HAND1 TNS1 CYP26B1 PEX13 MAF KLK6 NES NAA80 NCDN CREB1 ZNF827 AXL PPP1R10 NLGN3 SAMD3 ISL1 TP63 SLC16A6 DCDC1 BLVRB NEUROD1 KCNF1 TUBA4A POFUT1 TMEM125 TUBA4B OCT1_06 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_06 ATP1B1 SCN3A PPP1R36 REST HOXD11 ATP2B1 SRSF6 BDNF RARB ATP13A3 PITX2 PHOX2B RCOR1 HTR4 ZHX2 PIM2 HNF4G SRSF1 LUC7L3 DCUN1D3 BAZ1A CD36 NME3 AC141586.1 TMEM178A MNT STC1 PMP22 MCTS1 ERBB4 HOXA11 DUSP10 DCANP1 CACNB3 SCAF4 SAT1 HNF1B HNRNPLL CDC42EP3 AGRP SLC44A1 SREK1 PLAG1 ZEB1 LY6G5B OSBPL6 CELF2 EN1 YTHDC2 KLF15 RALYL NTRK3 SEMA6A DLX1 KCNQ1DN SEMA6C SYNE2 ELOA2 ARF3 PKP4 LYRM1 H3-3B THAP12 MARCKSL1 MSR1 GLB1L3 TSNAX LINC01164 ASAH1 MECOM SERTAD4 ZBTB20 WDR33 CCN1 NR2F1 SRPK2 PEPD TLE3 MBD5 CIAO1 USP28 AMIGO3 ZNF296 SLC26A7 GRM7 EIF4A1 AICDA NSD1 CLN5 UCMA H2AC1 ZBTB10 EVA1C TPT1P8 ZNF366 CETN1 PART1 NPR3 LIN54 CNMD FSBP GPM6A LRRTM3 BCL2 RUSC1-AS1 GALNT12 H2BC1 NLK DLGAP4 IGF1 PDZRN4 ELAVL2 MID2 OPN5 NRAS TKTL2 P2RY10 SOST CNTF CHML PLSCR2 RBFOX1 LRRN1 VPS37A C1orf122 NEUROD6 TP53INP2 FGF19 FOXN3 LMO1 PLXNA2 LMO3 FGF12 TCEAL1 FSIP2 PACSIN3 OLIG3 ANK3 HOXC4 LOX WNT6 LGI1 SLC4A4 SSX9P SATB1 CARS1 SCUBE3 STMN2 DCLK1 PDE4D TRERF1 CDKL5 SLITRK4 MAP4K5 EP300 HOXD8 TMEM127 HNRNPA0 HOXD4 VAMP2 ASCL3 KRTAP15-1 FGFR3 ADNP2 SOX5 FBXW7 TTBK2 PELP1 GPR27 HOXA7 SSX7 SSX5 NDRG2 SSX3 IMMP1L GABRQ PROKR2 KRTAP8-1 GPRIN3 NEUROG1 MTRF1L KCTD5 FOXP1 FOXP2 HOXB4 EIF4E HOXB8 CPNE1 PTPN1 GARRE1 TAFA1 CACNA1D OMG HABP2 E2F3 NDST4 HCAR3 HCAR2 PRRX1 CREBZF AMMECR1 PAX2 CBFA2T2 PCDHGA1 GPC4 KRTAP11-1 YRDC SOX18 POLG2 RTL3 DLG2 ELP4 NOL4 TENM3-AS1 OTX1 LDB2 MBNL1 CTSK EYA1 DHRS4 HOXC11 HIPK1 NCOA3 C3orf14 KLHL13 KLHL11 INPP4A ZFPM1 KBTBD8 IRX3 VPREB3 IRX2 HS3ST1 LRMDA ATP5MC2 NFYB PALMD PIPOX CCDC116 RPA2 ALDH1A2 AGBL2 CHD9 ANXA8 CNFN MPPED2 NPTX2 FIGN CHD2 FEZF2 ODF1 BRINP3 GEMIN7 SCNN1A MAF GNAO1 BEND4 DPYSL3 CREB5 FDX2 CELF4 SH3BGRL SULF2 CUX1 ZRANB1 ID4 NFIA NFIB AP1FJ_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1FJ_Q2 CYP24A1 S100A5 SLC9A5 SNCB EFNA1 LTBP3 STAT5B STOML2 ISG20 DDX17 FLI1 GAB2 GRIN2D RAPGEF6 PIANP S100A2 RUNDC3A CAPNS1 FAM178B BRAF CIZ1 ROCK2 PTPRH PTPRR PIM2 PTPRN FARP1 MAPK3 PDGFRB LAMC2 LAMC1 PRDM1 ST18 HS3ST3B1 RAD23B GNAI1 HOXA11 KY TAGLN2 LAMB3 NECAB3 IL23A DUSP13 STX17 KLHL40 MDFI MAP2K1 ORAI1 IL1RN TGFBR2 CLUH GPR150 DCHS1 EPHA2 GGN PORCN KRT8P41 GNGT2 NPY ASS1 RNF5 MAP2 CMYA5 NTRK2 RGS6 MAP4 RGS8 TCF12 SYTL1 ZNFX1 RTN4 ZNF385B SLC20A1 XIRP1 TRPV3 CAMKK1 RTN3 KCNK10 TCEAL9 CYTOR GOLGA4 USP13 AGPAT1 MMP19 TLE4 CBLIF ARRDC4 CACNG2 FLNC CLC IGSF22 GAPDH BLMH EPB41L1 KCNH6 SORT1 RIN1 LYVE1 CRYBA2 TSNAXIP1 USP3 CACUL1 USP2 ABI3 FHL3 PDAP1 TMCC1 HPSE2 PPP2CA STK40 TRIP10 FBXW11 ETV5 BAZ2A IL6 FLRT1 TEX19 IL9 LMNA GJB3 SGTB ZNF23 EML3 RAB37 RPL23 SLC16A6 PSMD11 RAB22A BLVRB CALM3 NLN TUBA1C DNM1 TOB1 EIF3J APOBEC1 CRYGS FGF11 MMP7 TMEM156 CASK FGF12 CCDC50 UBQLN1 KLHL1 TBC1D17 PAPPA PITPNC1 PRKACA ATOH8 S100A10 ZNF593 CMAS LRP1B SIX4 SLC25A51 HOXD9 UCN2 LRRC3B ZNF516-DT TIAL1 PSMA3 SDCBP KLHL41 AKAP1 SMARCA2 SLC38A3 DIAPH1 ST8SIA5 NHS SRC VDR MEIS2 AKT1S1 LAPTM5 ITGB8 SARNP AXIN2 XPOT EEF1A1 GABRA1 LPP EEF1A2 SPTBN4 AK5 CORO1C HDAC3 SLC4A11 LMTK2 CYFIP1 SPTA1 MPRIP OMG DNAJB5 SGIP1 CLSTN3 IGFBP6 GABBR1 VGF DSTN PLBD2 RNF144B PAK6 FOS PAX9 PKN3 TRIM8 GSN SV2A SHC3 BUD31 PLEKHH3 AKT3 NRIP3 IRAK1 NRXN2 TENM3-AS1 CYP11A1 PCDH9 PLPBP UBE2C EIF4G1 ATP6V1A RELL2 SLC35E4 CA9 ZPBP2 CA7 ATXN7L2 KDM3A JMJD1C KBTBD8 MAPRE3 FHOD1 REXO2 ROM1 CD244 FKBP8 UBE3A HS3ST2 NDP VIM MINK1 HCFC1 DCN ANXA7 C1QTNF8 COL27A1 MYBPH FEZF2 PLCD1 PAFAH1B1 VEGFD SYNPO NAA50 MARCHF6 NCDN DTX2 MAP1A PLAC1 SCRN1 SMAP2 SCOC KCNN4 PPP1R9B CILK1 SLC6A9 ZNF771 ID1 CRK PTGES3 AP1_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1_Q2 SLC9A9 CYP24A1 S100A5 SNCB SLC9A5 EFNA1 LTBP3 STAT5B STOML2 MAGED1 DDX17 FLI1 GAB2 FAP RAPGEF6 PIANP TENT5A FAM178B CAPNS1 ROCK2 CIZ1 PTPRH PTPRR PIM2 PTPRN FARP1 DCTN2 MAPK3 PDGFRB LAMC2 ST18 PRDM1 LAMC1 RAD23B HOXA13 GNAI1 HOXA11 KY LAMB3 NECAB3 IL23A DUSP13 STX17 KLHL40 SLC31A1 MDFI ORAI1 WDFY3-AS2 TGFBR2 IL1RN CLUH GPR150 DCHS1 EPHA2 GGN PORCN TBC1D10B NPY ASS1 CCDC65 NTRK2 MAP2 MAP4 RGS8 SYTL1 TCF12 ZNFX1 LCTL ZNF385B XIRP1 TRPV3 CAMKK1 RTN3 KCNK10 CYTOR GOLGA4 USP13 SRPK2 MMP19 ARRDC4 FLNC CLC IGSF22 NLRC4 GAPDH BLMH ZNF362 EPB41L1 ANKRD28 TXN KCNH6 RIN1 LYVE1 CRYBA2 KCNH2 GADD45A USP3 CACUL1 USP2 CREM FHL3 SFN SUFU PDAP1 CCL22 TMCC1 HPSE2 STK40 PPP2CA FBXW11 BAZ2A ETV5 IL6 TEX19 IL9 GJB3 LMNA ELAVL2 SGTB POLR3E DKK2 NRAS AP2A2 CNTF EML3 RAB37 PSMD11 SLC16A6 BNC2 RAB22A CALM3 SH3RF2 NLN ZBTB2 TUBA1C DNM1 TOB1 CRYGS APOBEC1 MMP9 MMP7 FGF11 TMEM156 CASK FGF12 CCDC50 UBQLN1 ZIC1 IL10 KLHL1 TBC1D17 PAPPA PITPNC1 PRKACA S100A10 CMAS BAIAP2 LRP1B MFGE8 SIX4 SLC25A51 MAP4K5 ZNF516-DT UCN2 HSPB7 PSMA3 SDCBP KLHL41 SMARCA2 SLC38A3 ADORA2A SSH2 ST8SIA5 ELK3 NHS C1orf43 VDR LAPTM5 AKT1S1 MEIS2 HOXA3 AXIN2 XPOT LPP AK5 CORO1C HDAC3 CDKN1B ZIC4 FAM184A SPTA1 MPRIP OMG CLSTN3 IGFBP6 RP1L1 PLBD2 DSTN RNF144B APOBR PAK6 FOS PAK5 RAP1GAP2 TRIM8 PKN3 PAX9 GSN ACTR1A EVI2B SHC3 PLEKHH3 BUD31 NRIP3 IRAK1 TENM3-AS1 NRXN2 CYP11A1 PCDH9 PLPBP UBE2C EIF4G1 RELL2 CA9 SLC35E4 ZPBP2 CA7 ATXN7L2 KDM3A UCHL3 JMJD1C MAPRE3 ROM1 CD244 UBE3A NDP HS3ST2 MINK1 VIM CLVS1 DCN PRDM13 C1QTNF8 ANXA7 COL27A1 RNF128 MYBPH NEFH PLCD1 VEGFD WDFY3 NCDN PLAC1 MAP1A DTX2 SCRN1 PRELID3B SMAP2 SCOC KCNN4 PPP1R9B CILK1 ZNF771 ID1 DCDC1 AP1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1_Q6 ATP1B1 S100A5 CDK14 SNCB SLC9A5 EFNA1 LTBP3 SYT2 STAT5B PLEC BTK DIRAS1 GAB2 FAP SPATA16 PIANP RUNDC3A CAPNS1 ROCK2 PTPRH TSKU C2CD2L PTPRN SCEL MARK1 DCTN2 MAPK3 PDGFRB LAMC2 ST18 PRDM1 LAMC1 NEK6 DYNC1H1 ALDOA COA3 GNAI1 HOXA11 TAGLN2 RIMS1 PEA15 IL23A NECAB3 SPATS2 STX17 KLHL40 MDFI BMP2 ORAI1 WDFY3-AS2 TGFBR2 IL1RN DCHS1 ECM1 GGN EPHA2 ZFAND5 LAMA3 RBPJ PKP3 MAP2 MAP4 RGS8 RIT1 TCF12 SYTL1 P2RX6 ZNFX1 TLL1 RTN4 GFAP ZNF385B PDZD9 TRPV3 SLC26A1 CAMKK1 KCNK10 GPX1 AP2B1 CYTOR COQ8B USP13 TPP1 FLNC RBBP7 GTF2B GAPDH FERMT3 BLMH C9orf139 TENT5B KCNH6 RIN1 LYVE1 CRYBA2 GADD45A YWHAZ RAB3D ABCD1 FHL3 ABHD4 ABI3 ABHD2 SFN PDAP1 TMCC1 NR1D1 RB1CC1 PPP2CA STK40 SBSN ETV5 BAZ2A FBXW11 PHLDA2 DTNA TEX19 IL9 LMNA GJB3 YIF1A LEXM POLR3E AP2A2 RAB30 PSMD12 SLC16A6 PSMD11 PTP4A1 ZBTB2 TUBA4A TUBA4B TOR4A EIF3J APOBEC1 MMP9 MMP7 RIPK4 CASK CCDC50 ITPKC FGF12 UBQLN1 DMPK TBC1D17 IDS PAPPA PVALB PITPNC1 WNT6 BICDL1 CMAS LINC02694 NR0B2 SLC25A51 UCN2 ZNF516-DT TIAL1 HSPB8 HOXD3 HSPB7 VAMP5 KLHL41 IGSF9 SMARCA2 ZNF436 COBL C3AR1 DIAPH1 ADORA2A KCNA2 TFE3 TINAGL1 ABCA2 ELK3 VDR LAPTM5 AKT1S1 SFTPC NDRG2 CRACDL AXIN2 TRAF3 XPOT CPA6 LPP EEF1A2 AK5 HDAC3 RCAN2 CDKN1A EIF4E SLC4A11 GPAT3 CYFIP1 OMG MPRIP CLSTN3 VGF PLBD2 DSTN RNF144B PAK6 TRIM8 PKN3 PSMD2 LRRFIP2 PSMD4 SHC3 BUD31 PSMD7 NRIP3 PRR7 PCDH9 TOR1AIP2 PADI4 UBE2C VASP DHRS3 RELL2 SLC35E4 CA9 CA7 ATXN7L2 KRT86 KDM3A UCHL3 PSME4 KBTBD8 CNTD1 REXO2 ROM1 NDP HS3ST2 VIM DCN GPR3 TRIB1 ANXA7 C1QTNF8 COL27A1 MYBPH NEFH NFATC4 PLCD1 ENO1 WDFY3 NCDN OLR1 MAP1A NFRKB SCRN1 SCOC SPARC CILK1 CELA1 ZNF771 TMEM151A RNF182 AP4_Q5 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP4_Q5 KCNE5 HMGN2 MASP1 PGF PDLIM4 ATP1B4 STOML2 TRIM62 LINC00299 SLC26A10 CITED2 IRF2BPL AQP2 CUL7 GRIN2D ZFAND3 RAB27A MIR22HG SLC12A8 WNT10B ATRNL1 RXRG PTPRS NAV3 PREX2 PRDM8 BTF3P11 ZBTB18 OMA1 HSD11B1 ZNF385A UNC13B TRAPPC3 ERBB3 PABPC5 CACNB2 GRK2 ASB16 KCNJ2 DAAM1 ARHGAP45 PPAT PPP1R3D IL17B DMD CLEC4D RIPOR1 TSEN54 TRAM1 HIP1 ZNF398 TCF7 ABR KLF13 TGFBR2 LINC01089 GOLM2 CCDC191 SEMA6D HPCA RGS7 SYTL2 RIT1 SYTL1 CHRNG BACH1 LZTS2 ELF4 CPEB3 MYL6B ZNF710 NBEA STAC3 ANKRD12 ANP32A KDM2A TXNDC12 KCNMA1 ARHGEF2 TLNRD1 KSR2 MOSPD1 WNT9A GNB3 KCNH2 MAP3K13 SRGAP1 PHLDB1 FOXO4 HSD3B7 SGMS2 ABTB2 TMEM100 IKZF2 ABHD4 RTKN GPM6B AMPH FMO5 MYCLP1 RUSC1-AS1 HBP1 NDUFA4L2 APBA1 FOXD3 HAPLN2 FZD9 CSRNP3 LRRN2 MYF5 IGF1 GOLPH3L AZIN1 PDE3A MID2 RAB30 SOST BNC2 PPP1R17 AMOT PTCH2 PAICS TP53INP2 SLC8A3 ABHD16A HJV PDGFB CAPZA3 GRIK3 LINC01138 SLC7A8 TGFB3 RPS6KB1 PARP6 IL11 WNT4 SLC25A24 ZMIZ1 PSIP1 RBMS3 ATOH8 INSR CASKIN2 PLEKHA6 TMEM109 RNF213 DLL3 STIM1 SIX5 CMTM5 RTL9 WDR81 DDIT4 RASGRF2 DLL4 SPCS1 LNX1 VAMP3 SMARCA1 ASB5 EMP3 SMARCA2 CELA3A TFAP4 PTK7 FBXL21P FAM217B UBE2D3 GPR21 CHMP4B HOXA6 QTRT2 USO1 RHOBTB2 DNAJA1 CCDC18 NADK2 PCYT1B RUNX1 TRAF4 HID1 OBSCN MYO1C ELP6 NR4A3 DOCK4 SUV39H2 HDAC4 PRICKLE1 HOXB5 SALL1 CD79B PHF23 XCL2 CHRD PHF7 C6orf62 E2F1 SGIP1 RAI1 CELF3 FOSL2 NDST4 OPCML NDST2 SULT2B1 BAP1 CBFA2T3 VGF MBP TMF1 PAK6 DES CFAP65 GGNBP2 PCBP4 RASL10B GPR162 ARHGAP8 IMPDH1 IP6K3 AKT2 FILIP1 TUBB2B TEX35 SOX12 PARP8 ESR1 PADI2 PRKCG UBE2H ARHGAP24 RASL12 VAT1 OR10J1 PRKCQ EYA1 DHRS3 REEP6 FAM122B BTG1 ITGB1BP2 REEP1 DMC1 TMEM182 BICRA B3GALNT2 HS3ST4 UBALD2 TPM3 ALDH1A1 ANXA8 MAP3K3 MYBPH ENO3 TNFRSF19 CHD4 DALRD3 MAF PLPP7 NCDN BRINP1 XPNPEP1 WNT2B SH2D6 PPP1R9B KCNN2 YPEL5 ZRANB1 EPOR ID3 SCN4A AP4_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP4_Q6 KCNE5 HMGN2 PGF STOML2 TRIM62 PICALM GRIN2B LDLRAD3 CREB3L1 GNG3 MUC15 PITX3 RAB27A OLFML1 RXRG PTPRS BTF3P11 ZBTB18 MIR9-1HG HSD11B1 ZNF385A TRAPPC3 PABPC5 CACNB2 GRK2 BCL2L2 ASB16 SYVN1 CLEC4D RIPOR1 ZNF398 ESRRA TRPC4 TCF7 KLF13 PCDH12 EMILIN3 GAS7 CHID1 EPHA2 GOLM2 TMOD3 RGS7 TMOD4 SYTL2 SYTL1 CHRNG RPL23AP32 BACH1 FGF8 TRPV1 CPEB3 ELF4 MYL6B BSCL2 KDM2A TXNDC12 KCNMA1 ARHGEF2 TMEM255A TLNRD1 INPPL1 PROK2 KSR2 AICDA GNB3 WNT9A MAP3K13 NPPA PHLDB1 RAB3A FOXO4 ABTB2 CCDC186 IKZF2 FHL3 TMEM100 ABHD4 RTKN ZNF646 STARD13 AMPH FMO5 FNDC5 CSDE1 SORBS1 COL7A1 BCL11B RUSC1-AS1 NDUFA4L2 CLEC14A FOXD3 HAPLN2 LRRN2 GOLPH3L PDE3A AZIN1 MID2 RAB30 SOST UBTF ORAI3 PTCH2 HJV GRIK3 RASGEF1A RPS6KB1 PARP6 FGF12 MINDY1 CBX6 WNT4 HOXC4 GATA3 ZMIZ1 CTDSP1 RBMS3 PRKACA FBXO24 WDPCP SCAMP5 LBX1 PLXNB3 DLL3 SIX5 ARID1A TNNT2 RASGRF2 VAMP3 ASB5 EMP3 SMARCA2 FRAS1 TFAP4 CELA3A FBXO40 CNIH2 FBXL21P PTK7 ARNT CHMP4B HOXA6 PCYT1B RUNX1 TRAF4 HID1 PTPN7 OBSCN NEUROG3 DOCK4 SUV39H2 LAT SLC25A35 HDAC4 LURAP1L MARCHF5 PRICKLE1 HOXB5 CHAC1 CACNA1G SPTBN1 PHF23 XCL2 MYLK NXPH3 FOSL2 CELF3 APOLD1 MAST1 ZSWIM8 NDST2 VGF CBFA2T3 KCNQ4 CFAP65 PPM1J RASL10B LOXL4 GPR162 KIRREL2 RAMP2 FILIP1 TEX35 SOX12 C1orf116 INHA RASL12 ARHGAP24 OR10J1 VAT1 EYA3 PRKCQ EYA1 DHRS3 HOXC12 LCK ERN1 VPS45 JMJD1C TMEM182 ABLIM1 BICRA HS3ST4 SPOCK2 UBALD2 NANOS1 TPM3 ANXA8 ZNF668 MYBPH LINC00482 AIF1L CNNM2 WDTC1 NES TNFSF4 XPNPEP1 WNT2B CADPS KCNN2 ZRANB1 EPOR ID3 GOLGA2P11 TMEM125 CREB_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB_Q2 LDHA PNMA3 LTBP1 PPP2R5B ADCY8 RUSC1 OGDH CD2AP IRF2BPL ALKBH5 MAP3K7 FSTL5 RAB24 DHX36 RAB25 RUNDC3A ADAM9 PITX2 WNT10A BRAF OXNAD1 IFT57 PTPRU GEM SRSF1 PPARGC1A SSTR2 CCDC148 TGIF2 CHGB FBXL2 WFDC3 RBP5 CLCN3 ZC3H10 CRELD1 CMSS1 CDK2AP2 CACNB2 TAGLN2 DAAM2 RAB7A ATP6V0C ZBTB37 ARIH1 GLYR1 TMEM86A PABPC1 PSENEN SLC31A1 OSBPL9 KLF13 ATG5 ALDH18A1 SMAD1 FXR2 U2AF1L4 TSC22D2 SYNGR3 EPHA2 TM2D2 PENK RNF5 PKP4 NTRK2 SLC25A37 FGF6 EVX1 KIF7 FGF9 PNMA6A ZBTB21 ITFG2 EIF1 TCEAL9 MAP1LC3A ZBTB20 HHIP RAB6A SIK2 AGPAT1 TLNRD1 TLE3 FOSB NDUFA10 FAM167A RBBP8 SENP2 PNPLA3 GRM3 DACT1 RPL41 SEMA4C ORMDL2 GNAS GADD45B MAP3K13 RAB3A RPRD1A CREM TMUB2 ZNF367 GPM6B PDAP1 PFAS ZNF687 CYLD PCSK1 RUSC1-AS1 PER1 FOXD3 SPATA7 GPBP1 ELAVL1 ETF1 STAT3 SDHB RPS6KA3 TEX14 DUSP1 ADAP1 PTP4A1 PLSCR3 BNIP3L NUBPL HNRNPA2B1 NEUROD6 TP53INP2 CALM2 ZMYND15 ABHD16A SIK1 CBX3 JAG1 UBQLN2 NR2E1 ZNF184 LGR5 TMEM39A ELOVL5 DNAJC9 SMARCD1 RBMS2 CMTR1 SLC66A2 GNL1 SCAMP5 NUDT3 RELB ZNF711 HHEX ZNF516-DT CHPF CEP57 FAM131A SLC38A1 TRIM39 MYL6 CCDC130 NINJ1 KCNA5 AKIRIN1 ATF1 RCAN1 CYSTM1 PRR3 DDX3X H4C5 NOC4L SARNP JOSD1 MAFF HERPUD1 CSTF3 UCN PHACTR3 RFX5 MRC2 LMCD1 NR4A2 NR4A3 MRRF SREBF2 PLK4 PPIG ATF3 CXCL16 KNL1 LMTK2 CHAC1 PNRC1 DNAJB2 TAFA1 IKBKB NFKBID SST TMEM175 C6orf62 DDX51 SGIP1 CLDN7 RAI1 NDST1 DPH3 CDC14B CLSTN3 NR6A1 CTCF ASPHD1 ZZEF1 C1orf35 CDC42 FOS CCN4 GTF2A1 OSR1 PAK3 BUD31 TSC22D3 HDX EGR1 EGR3 NOL4 KIF17 EGR4 RING1 C20orf27 MBNL2 GJD2 PDP1 GAK HOXC10 ZFYVE27 SEZ6L2 TSPAN7 SMS PPP1R15A IRX4 NUP98 ING3 IRX6 HS3ST2 NR3C1 TPM4 TRIB1 SRCIN1 NPTX1 CAMK2D PAFAH1B1 GTF3C1 NFATC1 SCG2 MAF ERF MARCHF6 HS3ST3A1 CNTROB AHI1 COL5A3 VPS37B RNF44 ARL4D ID1 PRELID1 SLC18A2 CRH TBC1D32 C11orf87 PTGES3 CREB_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB_Q4 PNMA3 LDHA LTBP1 CDX4 ADCY8 RUSC1 OGDH CD2AP IRF2BPL ALKBH5 MAP3K7 RAB24 RAB25 DHX36 PITX2 RUNDC3A WNT10A CTC1 BRAF OXNAD1 IFT57 PTPRU GEM SRSF1 PPARGC1A SSTR2 HAS1 CCDC148 TGIF2 CHGB FBXL2 WFDC3 RBP5 CLCN3 ZC3H10 CRELD1 CMSS1 CDK2AP2 KCNJ2 DAAM2 RAB7A ATP6V0C CHMP2A GLYR1 RPS29 TMEM86A RIPOR1 PABPC1 WDHD1 SLC31A1 PSENEN MMGT1 KLF13 OSBPL9 ATG5 YTHDC2 SMAD1 U2AF1L4 TSC22D2 SYNGR3 EPHA2 PENK RNF5 PKP4 SLC25A37 EVX1 KIF7 FGF9 PNMA6A ZBTB21 ITFG2 INTS7 EIF1 ANKRD17 TMEM147 MAP1LC3A ZBTB20 RAB6A HHIP SIK2 AGPAT1 TLNRD1 TLE3 FOSB NDUFA10 FAM167A ELMO3 RBBP8 SENP2 PNPLA3 GRM3 DACT1 RPL41 FANCD2 SEMA4C GNAS ORMDL2 MAP3K13 TMEM59L THOC1 RAB3A RPRD1A TMUB2 ZNF367 GPM6B ZNF687 PFAS CYLD PCSK1 NUP214 RUSC1-AS1 SNAP25 SPATA7 FOXD3 GPBP1 ELAVL1 SDHB TEX14 RPS6KA3 DUSP1 C12orf66 BNIP3L NUBPL HNRNPA2B1 NEUROD6 TP53INP2 ZMYND15 ABHD16A SIK1 CBX3 RIPK4 UBQLN2 JAG1 CBX8 NR2E1 ZNF184 LGR5 TMEM39A ELOVL5 ANK2 DNAJC9 RBMS2 CMTR1 GNL1 SLC66A2 SCAMP5 ZNF593 RELB SOCS4 MRGPRF ZNF711 TIPRL HHEX ZNF516-DT CHPF CEP57 FAM131A SLC38A1 UBA52 TRIM39 MYL6 KYAT1 SLC38A2 CPSF7 CCDC130 NINJ1 AKIRIN1 RCAN1 CYSTM1 PRR3 DDX3X NOC4L SARNP H4C5 JOSD1 MAFF CSTF3 UCN PHACTR3 LMCD1 NR4A2 NR4A3 MRRF PSMB8 SREBF2 PLK4 ATF3 PPIG CXCL16 KNL1 CHAC1 PNRC1 IKBKB TAFA1 NFKBID SST TMEM175 DDX51 SGIP1 CLDN7 RAI1 CDC14B DPH3 CLSTN3 NR6A1 CTCF ASPHD1 C1orf35 ZZEF1 SDHAF2 FOS CDC42 CCN4 GTF2A1 OSR1 PAK3 PAK1 TSC22D3 HDX NOL4 EGR3 EGR4 KIF17 TUBB2B G3BP2 RING1 MBNL2 GJD2 PDP1 GAK HOXC10 ZADH2 SEZ6L2 TSPAN7 PPP1R15A PPP2R2A IRX4 IRX3 ING4 BTAF1 NUP98 IRX6 ING3 HS3ST2 PPM1A FAM174A TPM4 TRIB1 GPR3 MSX2 NPTX1 MYRF LSM12 PAFAH1B1 LETM2 GTF3C1 SCG2 MAF ERF MARCHF6 NF1 CNTROB AHI1 VPS37B RNF44 ARL4D ID1 PRELID1 CRH SLC18A2 C11orf87 SIDT2 CREBP1_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREBP1_Q2 PNMA3 LTBP1 RUSC1 PDLIM3 RCE1 CD2AP IRF2BPL DHX36 GNG4 RUNDC3A ADAM9 PITX2 WNT10A CTC1 BRAF OXNAD1 PTPRU GEM SRSF1 BCL2L13 PPARGC1A DEPDC4 CCDC148 TGIF2 YME1L1 BIN1 CHGB ZIM2 ZC3H10 CDK2AP2 DAAM2 ATP6V0C GLYR1 DMD DIABLO SLC31A1 PSENEN LCMT1 ABR SPHK2 OSBPL9 KLF13 ATG5 SMAD1 KCNK1 U2AF1L4 MCAM TSC22D2 SYNGR3 EPHA2 TM2D2 RNF5 GK FGF6 ZBTB21 ITFG2 ERLIN1 PNMA6A SPI1 ATP10D NAP1L2 TCEAL9 MAP1LC3A HHIP RAB6A AGPAT4 SIK2 AGPAT1 TLNRD1 FOSB FAM167A RBBP8 SENP2 PNPLA3 TRAP1 GRM3 AMER2 DACT1 RPL41 CCND2 SEMA4C GNAS MAP3K13 TMEM59L TAPT1-AS1 ZBTB7A RPRD1A USP2 CREM ZBTB11 TH TMUB2 ZNF367 GPM6B MLF2 PCSK1 NUP214 CSDE1 BCL11A RUSC1-AS1 PER1 SNAP25 FOXD3 FLRT3 GPBP1 PPP1R10 ELAVL1 STAT3 SDHB DUSP1 WDR48 NUBPL HNRNPA2B1 NEUROD6 SARAF CALM2 ZMYND15 TP53INP2 ABHD16A SIK1 THRA LMO4 SLC6A4 GPR171 CBX3 RIPK4 FGF13 UBQLN2 CBX8 NR2E1 ZNF184 LGR5 ELOVL5 SLC25A25 SMARCD1 RBMS2 GNL1 SCAMP5 RET NCALD PDE4D EEF2 TIPRL ERC1 ELL2 HHEX ZNF516-DT HOXD8 MRPS18B CHPF FAM131A HSPA9 TMEM256 KYAT1 SLC38A2 CCDC130 NAPA KCNA5 AFF4 AKIRIN1 RCAN1 CYSTM1 HOXA3 PRR3 DDX3X H4C5 NOC4L JOSD1 MAFF UCN NR4A2 NR4A3 SUV39H2 KCTD8 PPIG PNRC1 TAFA1 GLI1 IKBKB NFKBID TMEM175 DDX51 SGIP1 CLDN7 RAI1 DPH3 TSHZ2 TACR1 CLDN6 VGF ASPHD1 ZZEF1 FOS SMDT1 OSR1 GTF2A1 RANBP2 HDX PLEKHH3 EGR1 EGR3 NOL4 EGR2 EGR4 ZFY RING1 GJD2 MBNL1 PDP1 GAK HOXC10 DNAJC27 SEZ6L2 TSPAN7 PPP1R15A PEG3 PPP2R2A UBAP1 IRX4 ING3 IRX6 HS3ST2 PPP1R12C PPM1A TPM4 GPR3 TRIB1 MSX2 SETX NPTX1 DDX19A MYRF CALML3 HS6ST2 PAFAH1B1 LETM2 C11orf1 SCG2 MAF DLST ERF ICA1 MARCHF6 FLT1 CEBPB GSTCD NF1 CNTROB AHI1 VPS37B TAPT1 ARL4D ID1 SLC6A5 THRAP3 CRH SLC18A2 C11orf87 ID3 PTGES3 MYB_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYB_Q6 SLC9A7 LTBP1 CDK14 DNAH12 HNRNPF HTN1 ZBTB32 GCAT PTPN22 AGBL5 CITED2 BDNF DDX17 FLI1 CD44 KCNK7 SEMA7A ADAM2 FSTL5 BHLHE22 TOX2 GNG3 CDCA3 MIR22HG RARG STC2 NOL4L TMEM97 NKX2-8 GRIN2A PRPF38B SPAG9 KRT14 MNT STC1 LRCH4 ADAMTS3 MYO18A PNMA1 TMEM60 FBXL2 ALDOA COA3 SRSF8 STK11IP GCNT2 CACNB2 GRK2 TOR1AIP1 SYVN1 PFN2 PRUNE1 PABPC3 PABPC1 GNAT1 KLF5 LNPEP TRPC1 MLN KMT2A ESRRG TNNI1 OSR1 NOTCH2 DLX1 TCTA RAPSN MTERF2 MAP4 FCGBP SOBP JPH3 KIF7 MYL6B ZNF767P BSCL2 ANKRD17 ALOX12B FBXL14 WDR86 VCPKMT TP53I13 TMEM35A ARHGEF6 MICAL2 RAB4B MBD6 TLE3 MAP1S MBD3 PPP4R4 ANKRD28 ZNF362 DACT1 CHRDL1 WDR82 RIN1 GNAS FMOD YPEL1 RAB3C REPS1 USP5 C6 ZNF367 CFAP69 PEX16 CDK17 GABPB2 DLGAP1 JARID2 PMEL KRT25 GRIA3 TTC16 YWHAE PREB CDH13 CNTF SLC16A6 FYN GYG1 CHN1 NEUROD6 FAF2 GMPR2 WFS1 SKIDA1 IER5L CAPZA1 FGF16 SNRPD1 FGF12 MINDY1 HOXC6 KMT2E ASPA ANK2 RGN FBXO24 S1PR2 MB KMT2D HNRNPUL1 SOCS2 FUT11 HES6 MFSD5 IL11RA WDR81 HHEX MAP4K4 IGSF1 TFAP2C SPATA8 FRAS1 ONECUT1 MDGA2 NEDD8 SESN3 UGGT1 DOCK1 HOXA3 CSAD P2RY2 C12orf65 KRTAP17-1 ZNF800 SMCO4 LRFN5 IVL NOVA2 TUG1 EPB41 RFX4 AK2 KMT5A RPRD2 FAM181A NKAIN1 HOXB3 HOXB4 ST7L RCAN2 PRICKLE1 HOXB8 HOXB5 CACNA1G PCSK1N PHF7 C19orf47 CLDN8 KDM6A NR6A1 BAP1 RHOV TNS2 SLC6A10P DDR2 RUNX1T1 TMEM62 ARHGAP12 COP1 VN1R3 JADE1 TPP2 RHOA MGLL DLG3 RHOC MSN ZYX PHC1 NXPH1 MAEL SSBP2 OTX1 PIP4K2B PCDH9 HEPACAM CRISPLD1 UBE2H CDK2 EIF4G2 SDC1 SHKBP1 TYSND1 UBE2S CNTD1 MDM1 ING3 SPOCK2 NR3C2 ABHD15 PRDM12 AKR1A1 TMEM69 ODF4 PAFAH1B1 FEZF2 ODF2 TGM5 SLC39A4 GTF3C2 CD5 CAMK2A NOTCH2NLA SYNPO B3GALT2 ZNF746 SEPTIN12 BEND4 MED13 ID4 ID3 ADGRG4 IGFBP4 ATCMNTCCGY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/ATCMNTCCGY_UNKNOWN AP1G1 VSTM2L HTN1 STK35 PAX6 IL4I1 CFAP20 CLTC GIPC1 WBP2 SRSF7 MIER1 USPL1 GABPB2 POGZ KDM5A RBL1 MBD6 KDM5C FOXJ3 PPP1CC UBE2B HOXD8 GNB2 UBC KDM3A CYP51A1 GPRASP1 CCDC88A CCNG2 HEXIM2 UBE2D3 UBE2D2 HOXA9 MAML3 DNAI4 SNRNP70 ATAD2 HSP90AB1 GPRASP2 COL4A6 COL4A5 ATF5 NOTCH1 ATF4 NUP62 TSC1 GSK3B HIVEP3 TCF12 FBXO36 CALM2 CALM1 MYOD_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYOD_Q6 KCNE5 C1orf210 IGF2-AS ATP1B1 AGO1 SYT4 TECPR1 VKORC1L1 EFNA1 HTN1 FIG4 POLR3GL SLC26A10 CYRIA PSMC3IP NKX6-2 LIN28A GRID2 H2AZ1 TLK2 PTPRJ EMX1 MDGA1 STRN3 CYP26A1 MYLK2 C2CD2L TBR1 PPARGC1A PROX1 RND1 HTR7 CXCR5 CCDC148 HSD11B2 EPDR1 ACADSB ERBB4 CRELD1 ERBB3 CHCHD3 CDK2AP2 ASB14 RIMS2 ASB15 TAB2 ST3GAL5 TSEN54 SPOP PLAGL2 CELF1 TREX2 MYOZ3 USF1 GGN OSR1 NKAIN2 FBLIM1 WWC1 RBPJ UNC45B PKP4 JAZF1 RGS8 CHRND CHRNB1 GK ALG10 FOXI1 CHRNG XIRP1 TRPV3 SPI1 DOK7 GUCY1A1 USP15 ADAM11 ARHGEF2 TMEM35A NAA15 JPT1 GMPR MMP11 CKM SEMA4C NPPC RIN1 GNAS KCNH2 MAP3K13 ARL4A KCNH5 CER1 EXOC6 FUT8 USP2 C21orf62 STX4 IKZF5 IKZF2 NDUFAF3 STARD13 MYCL MYCLP1 FNDC5 CCL20 DGKD RUSC1-AS1 MLLT6 FBXW11 BCL9 RNF220 SELL NLK GOLPH3L IGF2 ANKHD1 ELAVL3 AP4S1 ITPR3 MID1 ELAVL4 TJP1 SOST CDON GFRA1 PTPA NHLH1 NKAIN4 PDGFB TUFT1 FGF17 ANKRD2 TTN NR2E1 DMPK ELOVL1 GATA2 DMXL1 KMT2E ANK2 CCNJL GALR3 PRKACA ATOH7 WNT6 MTUS1 DSCAM CASKIN2 TMEM109 MAGI1 NPEPPS ACTN3 HES6 ANKHD1-EIF4EBP3 STK3 MANEAL ARHGAP36 LRAT RASGRF2 SMARCA5 SPTB SIPA1 SSH2 NSG2 AK9 ITGB4 DSCAML1 BEX2 LCN9 TAGAP RHOBTB1 TEC PHACTR3 FSCN2 LIMA1 CRAT SHANK1 SREBF2 BEST3 POLD4 NRF1 LURAP1L ITGA6 ZIC4 FBXO32 GTDC1 HDAC9 ABL2 GPR173 PRKAG2 HR LARP1B ALG6 SYNGR1 FRMD4A JADE1 PCDH1 KCNQ4 LRRC8C TRIM3 PAK3 DCLK2 ADAMTSL2 NCKIPSD PLCB1 IGF2BP1 NOL4 MAMSTR ARID5A PRKCG INHA HMGA1 CCNL2 C2orf27A DEF6 CA7 ESRP2 RBM26 CASQ1 GALNT2 TNFRSF21 DPF3 SHCBP1L CDH1 GHDC TAC4 DCT ARPP21 TGM1 KRT8 PSTPIP1 HS6ST3 POU3F3 FEZF2 NEDD4L SCG2 DALRD3 COL4A4 COL4A3 B3GALT2 SLC12A5 NBL1 INVS NEB KCNN3 KAZALD1 HEYL POFUT1 NFY_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFY_Q6 CYP24A1 MSTN ATP1B4 HNRNPR SHH SRSF6 ZFP91 DSPP NKX6-2 NUP37 PITX3 MIR22HG BARHL1 KDM5C KANSL2 SPAG9 SPAG7 NAV2 ZNF436-AS1 CCDC115 VSX2 LRCH4 ZNF385A IBSP ACR COA3 HLA-DRB1 PTCH1 NEK2 MLEC OTP ARX TAL1 PCNT LHX1 HLA-DRB5 ALDH4A1 HLA-DOA OSBPL9 OARD1 TTC9C FDXR SMAD2 TFCP2 AGFG2 DDX4 GART DLX3 DLX1 CBLB SFRP1 TCTA SFRP2 ZMAT4 COX6A2 H3-3B DNAI3 TLL2 KLF1 SOBP PIK3IP1 ABCF2 WASF2 MLH1 SORBS2 KCNJ13 DLEU1 NUBP2 DLEU2 RAB6A TOP2A SERTAD1 CTBP2 ZDHHC5 CDK1 SEPTIN4 PTF1A TLE4 ARRDC4 ARRDC3 NCEH1 ZNF362 GNB2 TAF15 SLC26A9 CLIC6 USP21 SORT1 PLA2G3 H2AC4 TMEM94 HLA-DQB2 THAP9 H2AC1 GANAB OS9 ZBTB10 CCDC186 EHF IFFO1 GGCT CYLD TMCC1 AMELY BUB1 SLC4A7 C21orf58 WNT8B H2BC1 SKA2 PI4K2A HSCB TBX2 JARID2 TMEM184C LRRN3 ELAVL4 OR2L13 ATRX DGKZ ZBTB5 LRP8 PBX1 DCAF11 CIT HTR2C CALM2 E2F8 PGK2 HMX1 FAM110A IER5L RBM4 ENAM CRABP2 TTK TTN KLHL4 PRKCB MRPS30 ATOH1 WNT3 MYOCD STARD7 TIAM1 ARL17A DND1 FBXO24 IMP4 LINS1 ALDH6A1 PCDHGA11 HNRNPUL1 SIX2 ZNF711 SIX4 FGF20 TAOK3 WDR81 PARPBP SYCP3 CEP57 SIX1 PRCP GPR50 COL1A1 STX5 ASB7 ZNF436 ABCA7 DCAF7 HIGD1A HMGB2 LRATD1 ADAMTSL1 ELAC2 COPZ1 SESN2 SLC9C2 EPM2AIP1 PRR11 ALB ENTPD7 NUMB ACTL6A ATF6B MYO1E SUV39H1 FDPS GALT AK2 BRIP1 SLC25A35 TNFSF11 HDAC1 VCP CHAC1 H3C2 HOXB9 SEL1L TMEM108 CLTA APOLD1 PAX6 CYP1B1-AS1 RHOQ PAX1 DDR2 PTMA HLA-DMA SPRY2 TDO2 MAZ GGNBP2 PXMP4 RHOA HCP5 ACYP1 DLG3 MRTFA FAM76B SSBP3 MAEL NOL4 TENM3-AS1 LDB2 MBNL1 HMGA2 M6PR OSM CDV3 TYSND1 C12orf57 KBTBD8 CNTD1 UGP2 NFYC CDH1 PPM1B NFYA POU3F3 NFATC4 SLC39A4 PIK3R3 RNF121 BAHD1 TXNIP SLC12A1 HNRNPC MSH2 UBXN11 CENPF RACGAP1 ZNF775 GRHL3 SON SP1 PNOC NEB CKS2 DDIAS RNF40 GCA SRF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/SRF_Q6 IGF2-AS LDHA AARSD1 PDLIM7 SCN3B FST STAT5B FGFRL1 PDLIM4 PDLIM3 HOXD13 SYNCRIP HOXD10 CITED2 AQP2 GNG8 ACTG2 RUNDC1 BDNF SIN3A PICALM H2AX RARB PRMT3 MAP2K6 RAB27A ACAA2 ROCK2 TRAF3IP2 DCUN1D3 SUN2 PRELP MYO18B MSX1 KRT17 TAGLN NAV1 TGFB1I1 PRDM1 CD248 PPP2R3A PTCH1 DUSP10 PDLIM5 RIMS1 KCNMB1 EPHB1 ZNF513 ACKR1 PFN1 IL17B DMD STX10 NKX2-2 DVL3 GPR158 ABR ZEB1 EMILIN2 KCNK3 NKX6-1 GRK6 LYRM1 H3-3A ALG10 RERE FGF8 JPH2 C16orf72 SUSD1 PPARG ACTR3 EFHD1 NR2F2 NR2F1 ZNF644 SLC25A4 ACTA1 TNMD TLE3 FOSB RBBP7 HERC1 MYADM FLNA CKM RRM1 GADD45G TMEM126A NPPA RASD2 DHH EVA1C NNAT EPB41L4B STARD13 LRRTM4 DGKG THBS1 AGL TES IGF1 ATP1A2 NPR3 PHF12 ELAVL4 DUSP5 LSP1 TADA3 CNTF DUSP2 CSNK1E PLN SVIL RASSF2 ORAI3 FOXE3 LRP5 MAP3K20 TNNC1 NPAS4 VCL DMPK TRIM46 HOXC5 CTDSP1 ASPH TFAP2D SLC4A3 KLF6 PITPNA TRIM55 PRKAB2 TAZ SIX2 ACTN1 MRGPRF JUNB COL1A2 COL1A1 WNT5A MYL6 MYL7 PODN MYL1 SIPA1 KCNA1 CSMD3 ARPC4 CX3CL1 MAPKAPK2 SRF MYL9 HOXA1 UBE2D3 HOXA3 HOXA5 BLOC1S1 TMEM47 NPM3 H4C9 GPR20 DIXDC1 LPP MYO1E NR4A1 FOXP3 FOXP1 LDLRAD4 FOXP2 CORO1C HOXB4 ATF4 CDKN1B HOXB5 SLC7A1 ITGA7 MYH11 HIVEP3 RAP1A ABL1 MYLK CACNA1B RHOJ MSRB1 RAI2 FOS PLCB3 CAVIN2 ZNF408 SRD5A2 LRRFIP1 FOSL1 NKX2-1 EGR1 EGR3 NOL4 RSU1 EGR2 G3BP2 LDB3 AAMDC PADI2 MBNL1 FAM83H PCDH7 KRTCAP2 EML4 TRDN FAM53C KIF1B CFL2 ITGB1BP2 CFL1 KDM3A MATR3 CALD1 CABP1 TPM2 LINC00311 SETD2 TPM3 ANXA6 NPAS2 MUS81 PPP1R12A POU3F4 CNN2 NFATC4 ADAMTS12 CNN1 FLAD1 CHD6 PLPP3 ACTB INSM1 ACTC1 AKIRIN2 PRUNE2 MAP1A SCOC RSF1 PRR14L FBXL22 SP7 PRM1 ADGRG4 KBTBD12 USF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/USF_Q6 HMGN1 PDP2 HMGN2 HNRNPD PHF20 MPV17 RORC VPS33A HNRNPM EPC1 CUL5 PICALM BEX3 PITX3 TMED10 SLC12A6 RARG RAD9A ZNF503 PKN1 DCTN3 NOP56 DCTN4 KAT5 PIAS4 SCYL1 RBM15B ZZZ3 ADAMTS3 TET2 TRMT2A AKAP10 ARF6 SFXN2 ARHGAP45 GLYR1 TRAPPC8 GIGYF2 CCNYL1 HNRNPH2 SUGP2 AGRP ASPSCR1 INTU DNMT3A OSGEP EME1 LYPD1 XRCC6 GGN DLX2 TMEM131L SUPT16H BMP6 C16orf72 SLC20A1 TCOF1 CANX GPX1 ACAP3 AP1S2 SLC23A2 SPIB WFIKKN2 STX6 CLN3 ADAM10 CTBP2 ATXN3 CD164 RBBP6 GTF2H1 ATP6V1C1 IGSF22 GAPDH PFDN2 GADD45G BRDT ZMYND8 GNAS FKBP11 KCNH4 TMEM59L ZMYND12 PDIA2 EVA1C RPUSD4 PSME3IP1 MARCHF8 CLEC18C ARMCX3 PER1 CDK17 SYNRG FOXD3 USP31 PPCS SPNS1 BRD2 VWA2 FLRT1 ARMC6 ELAVL3 POLR3C POLR3E GABARAP CPT1A TEX12 NRAS SEC11C GLA DUSP1 TOM1L2 C12orf66 NSD3 RNF115 GYG1 ARSA NEUROD1 DRC3 DUSP9 DUSP7 STT3B NR5A1 GNA13 SEPTIN3 LARP4 NIT1 AMMECR1L FGF14 IER5L SASH3 TCEAL1 SLC16A1 SLC49A4 GATA5 MFHAS1 HOXC5 MCOLN1 PRKACA RNF146 IRS4 PHYHIP ALDH6A1 PLEKHA6 SOCS2 NCALD SGO1 STMN4 RAI14 SLC25A33 SOCS5 MFSD5 WEE1 RHBDD3 HOXD4 CEP57 STMN1 AKAP1 PRPS1 SLC38A5 DIP2B SLC38A2 EEF1B2 DIAPH1 SNX8 TMEM132E BEX1 SNX2 MAPKAPK3 COPS7A C1orf43 G6PC3 HOXA1 TCERG1 HOXA3 DDX3X NPM1 BLOC1S1 HOXA9 HSPE1 PCED1A EWSR1 JOSD1 LRRN4CL ACY1 SHANK1 ARMT1 SLC4A10 HOXB2 HOXB7 C11orf52 CHAC1 CREBRF HPS5 KDM6A HEXA OGDHL PRDX4 ASPHD1 RMND1 MAX AMDHD2 GTF2A1 FAM180A TOGARAM1 RANBP1 NCKIPSD IGF2BP1 TSC22D3 NDUFS1 FAM76B NFX1 C9orf85 NRIP3 RAMP2 EGR2 PGAP4 ZFX RAB3IL1 PRR7 PRKCE KANSL1L UBE2B ARL3 PURA EIF4G1 PANK3 IPO7 HOXC13 IGF2R COMMD3 TOM1 CNPPD1 SEZ6L2 NDP SNX16 SLC35A5 EGLN2 TAC1 TRIB1 ANXA6 NPTX1 HRH3 ATIC LONRF3 PIK3R3 KDM4C SELPLG CHD4 KAT14 METAP1D UBE4B MICU1 AMPD2 SIRT1 VPS37B PPP1R9B PRELID1 BAX SUMF1 YPEL5 VPS26A DYM AP1_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1_Q4 S100A5 SLC9A5 LTBP3 EFNA1 TECPR1 EDN1 STAT5B STOML2 BTK ISG20 DDX17 GAB2 FAP RAPGEF6 PIANP RUNDC3A S100A2 FAM178B CAPNS1 ROCK2 CIZ1 PTPRH NOL4L LIFR PTPRR PIM2 PTPRN DCTN2 KRT19 MAPK3 PDGFRB LAMC2 ST18 LAMC1 PRDM1 HS3ST3B1 NEK6 RAD23B GNAI1 HOXA11 KY TAGLN2 LAMB3 IL23A NECAB3 DUSP13 STX17 KLHL40 MDFI BMP2 TCF7 MAP2K1 WDFY3-AS2 ESRRB TGFBR2 IL1RN CLUH GPR150 DCHS1 EPHA2 GGN GNGT2 TBC1D10B ASS1 RABEP1 MAP2 RGS8 TCF12 SYTL1 ZNFX1 BACH1 RTN4 ZNF385B XIRP1 TRPV3 BNIP3 CD151 LRRC15 CAMKK1 RTN3 AP2B1 BAG2 HHATL CYTOR GOLGA4 USP13 SRPK2 MMP19 ARRDC4 RBBP7 CLC GAPDH ATXN1 FERMT3 BLMH ANKRD28 ZNF362 EPB41L1 ZC2HC1C TXN KCNH6 RIN1 LYVE1 KCNH2 CRYBA2 USP3 CACUL1 USP2 CREM ABI3 RPL27A ABHD4 FHL3 ABHD2 SFN PDAP1 CCL22 TMCC1 HPSE2 RB1CC1 STK40 FBXW11 ETV5 BAZ2A IL6 TEX19 IL9 LMNA GJB3 YIF1A AZIN1 POLR3E NRAS AP2A2 EML3 SLC16A6 PSMD11 SH3RF2 ZBTB2 TUBA1C DNM1 APOBEC1 EIF3J MMP9 MMP7 FGF11 CASK RIPK4 TMEM156 FGF12 CCDC50 UBQLN1 ZIC1 IL10 TBC1D17 PAPPA PITPNC1 S100A10 CMAS LRP1B PDE4D SLC25A51 UCN2 ZNF516-DT TIAL1 HOXD3 PSMA3 HSPB7 KLHL41 AKAP1 SMARCA2 ZNF436 ADORA2A TNFRSF12A DIAPH1 ST8SIA5 ELK3 ZMAT5 VDR AKT1S1 LAPTM5 AXIN2 XPOT EEF1A1 ATXN7L1 LPP EEF1A2 AK5 ABCB6 CORO1C CDKN1A HDAC3 SLC4A11 EIF4E ZIC4 FAM184A CYFIP1 SPTA1 MPRIP CLSTN3 IGFBP6 RP1L1 PLBD2 DSTN APOBR PAK6 RNF144B RAP1GAP2 TRIM8 PAX9 PKN3 FAM180A GSN LRRFIP2 PSMD4 EVI2B SHC3 BUD31 PLEKHH3 C11orf49 AKT3 NRIP3 IRAK1 TENM3-AS1 LIMK1 PADI3 PCDH9 UBE2C EIF4G1 RELL2 EYA1 CA9 ZPBP2 CA7 ATXN7L2 KDM3A UCHL3 KBTBD8 MAPRE3 REXO2 ROM1 CD244 FKBP8 UBE3A NDP VIM TRIB1 GPR3 RPA3 C1QTNF8 ANXA7 COL27A1 MYBPH NEFH SYNPO WDFY3 NFRKB MAP1A PLAC1 DTX2 SCRN1 PRELID3B SCOC KCNN4 PPP1R9B CILK1 CELA1 ZNF771 DCDC1 TMEM151A RNF182 AP2_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP2_Q6 HMGN2 FST SHB BRPF1 CREB3L1 SMOX ZFAND3 PITX3 TSPAN2 STAG2 H1-0 RCOR2 RAP1GDS1 BSN ZNF503 DCUN1D3 GLTP VEGFB RBM15B CAMK4 MAPK6 TMEM178A MNT ZZZ3 PPP2R5E RAB10 HS3ST3B1 WFDC3 MMD KY SFXN2 CARF EPHB1 ZNF513 USP49 LHX1 DUSP15 LHX2 PABPC3 PABPC1 PLAGL2 SPPL3 DNMT3A PDZD7 CELF1 FXR2 DDX5 GAS7 NOTCH3 ASS1 SFRP2 LYRM1 GRK5 NYAP1 MARCKSL1 SOBP C16orf72 CPEB4 CYB5R1 CCDC71 GUCY1A2 KDM2A COL11A2 ATP5PD ZDHHC2 ATF7IP FMNL1 ZNF644 EXOSC8 GSE1 RASIP1 MBD3 CLC MYADM ANKRD27 ZDHHC14 ZNF341 MAST2 ZNF362 FKBP14 RAPGEFL1 TMEM59L KCNH5 REV3L PPP6C MAGIX PPFIA1 RGS9BP KLC2 SUFU GALNT10 IQUB BCL2 DAGLA WDR12 BCL3 WAC SPATA6 APBA1 RASA1 GALNT14 CYTH2 GPBP1 RRBP1 TBX2 TRIM28 PHF12 LMX1A FZD5 TNFAIP8L3 UBTF RAB35 C12orf66 RAB22A USP48 PBX3 WNT7A PDGFB WNK1 AMMECR1L FGF11 CNP CBX6 GATA2 WNT1 WNT3 SMARCD2 GATA6 SLC25A28 PLEKHA8 KAT7 ZNF593 PCIF1 MTA2 RELB ARID1A HCST ARPC1A ARHGAP36 EP300 CADM1 TMTC2 PDE5A DNTTIP1 TRIM39 SPTB FBXO11 HDLBP TMEM256 CAMTA2 PLXNC1 SOX2 PHF21B ST8SIA2 CCDC177 RASAL2 MEIS2 HOXA6 ORC6 SLC30A5 ANGPTL2 ATL2 HCN1 ANKRD13B MAFB EFEMP2 SPTBN4 TEAD2 RPRD2 SLC25A12 POLD3 NRF1 HOXB2 CRBN SALL1 PCGF5 NFKBID C6orf62 NXPH3 FNBP1L E2F3 TLN1 IGFBP7 ALG5 CTCF PAX2 RAB3IP GPC4 SPRY2 PLCB3 ARHGAP5 GGNBP2 PPM1J LIMD2 ACTR1A NRG1 EBAG9 LDB1 SOX12 CDK8 PRR7 SLC7A10 CDK9 TMEM8B BANP UBE2B C6orf89 LCOR SDC1 FAM53C PPM1E ATXN7L2 ENHO MAPRE1 MAPRE3 CEND1 UBE2S EDA CEP95 CRLF1 CTNND2 SPCS2 ATP5MC2 CDC73 GPR3 APLP1 DNAI1 CENPB RASGRP2 POU2F1 VPS35 TERF2 BAHD1 ACTB INSM1 CNNM2 CNNM4 ICA1 HPN MARCHF6 AKIRIN2 MIR17HG MED26 CREB3 NIBAN1 SIRT1 ACTL6B CDC25A CNNM1 MED13 SP3 SP4 KCNN2 IRF1 PRR16 FAF1 POFUT1 CRK TEX2 CEBP_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBP_Q2 HMGN2 SYT4 OSMR EDN2 WDR44 FST PRKG1 ITSN1 SRSF6 BDNF PRMT3 MAP2K6 STAG1 MIR22HG ARHGEF38 SKP2 COLEC10 PPP1R3A NCKAP5 MIDEAS SRSF2 PCYT2 CGN OMA1 PDGFRA ATP5F1C STC1 TSC22D1 TM6SF1 HOATZ ITGA11 NFKBIA ARF6 REXO4 KRT23 KRT24 AHSG PFN2 STX18 GYS1 FCER1G TXLNG LHX6 TCF4 HNRNPH1 HPCAL1 LYPD1 CLUH PTPN12 C2CD5 PLA2G4A SFRP2 MAP4 H3-3B CHST15 CEP41 TCF12 SOBP TSHZ3 NRP2 MITF ERLIN1 SYNJ1 TAS1R1 KCNJ13 ASAH2 SLC23A1 SERPINA7 ANGPT1 ZBTB20 NR2F2 CYTOR CALML4 ARHGEF6 SLIT3 CLIC4 EIF4A1 C1QL1 KCNH7 RUVBL2 G0S2 CLOCK CSF3 EHF NEO1 KIN PDAP1 ZFP36L1 LRRTM4 LRRTM3 STK40 PER1 FOXN3 PTX3 TBX6 TBXAS1 TENT5D JARID2 ELAVL2 STAT3 PKNOX2 MEOX2 CSNK1E MAPK14 JADE3 GSK3B PLPP5 CLRN1 AMTN C1orf122 HTR2C TOB1 SLITRK2 GPATCH11 THRA HJV PDGFB FGF14 LMO3 IER5L CBX4 CASK PDE3B UBQLN1 TTN TCEAL1 TBC1D16 PTGIS SLCO1C1 RGN SPRED1 ITPK1 TFAP2D MIR137HG TTLL6 AFF2 NOL9 PCTP PDE4D PPP1CB DDIT3 WDR81 ASCL2 CDIN1 RBPMS ROGDI CADM1 PYGO1 NFE2L2 VAMP1 SMARCA2 PRRC2A C3AR1 SLC38A2 SYT16 CLU TMEM132E MYL1 ONECUT2 RRM2B ARNT RASAL2 FBXW7 RHOBTB2 CHM DIS3L2 ZNF423 S100A8 NEK10 SUV39H1 ATAD2 NEUROG1 FOXP1 CDKN1C SLC25A12 HDAC4 OMD HOXB7 RNF152 CHAC1 HOXB9 UBE2E2 CRYZL1 PAX6 PIP5K1A NFKBIZ RAB3IP SLC1A2 SIAH3 YRDC NFIL3 PLCB1 BUD31 IP6K2 OTX2 MPP6 SBF2 PURA TRPM1 LCOR ADRB2 CTSK CHST7 SHKBP1 CFL2 AAMP S100PBP CTDSPL2 ZADH2 INPP4A PNKD PROS1 CASQ2 FKBP2 ANKRD20A19P USP9X TTC39B CASS4 TAC1 PRDM16 TCF7L1 ALDH1A2 MPPED2 LONRF3 CHD2 ODF1 GEN1 COL4A4 COL4A3 CEP120 SNX27 COL13A1 BEND4 CELF4 LIPG SP6 MARCHF1 ID3 ER_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/ER_Q6 MASP1 CCSER2 PGF ATP1B4 FST REST PLEC MXI1 SART3 FAM71D CYRIA PICALM AGPS EIF1AX WWP1 BTBD3 BAIAP2L2 RARA RAB27B MAP2K7 MAP2K5 COL10A1 WNT10A BRAF RCOR2 ROCK2 RCOR1 BARHL1 ZNF503 SAG CD37 LETM1 ADAMTS8 MAPK6 MIR9-1HG SMPX PMP22 MICALL1 ALDOA GLG1 NFKBIA ARF5 MYO19 KCNJ2 ADCYAP1 HEXIM2 GAD2 PRUNE1 TTLL11 MAML3 DNMT3A MACO1 ESRRB CELF1 EME1 CLUH TREX2 ESRRG NKX6-1 OSR1 ZFAND5 PMFBP1 TRPS1 SCHIP1 PPARA KCNJ15 GFAP JPH2 LINC00310 SLC20A1 GREB1 CPEB3 FGF9 EAPP FAM71B SORBS2 DAXX ALKBH6 KCNIP4 CAMKK2 MAP1LC3A SLC25A3 KDM2A USP12 SLC25A1 ZBTB20 NR2F2 CTU1 NR2F1 RAP2C SRGN RASIP1 OVOL2 CIDEC MYADM OTUD7B B4GALNT1 CKM CHRDL1 SEMA4G DACT2 SLC26A9 WNT9B GNAS DOLPP1 FAM174B MTDH STEAP2 CLOCK KCNH5 SCML4 OS9 FBXW4 RGS9BP COX7A2L CIC ZFP36L1 FSBP RB1CC1 CKMT1B SLC4A7 BCL6 PRKAA2 TLX3 RASA4 WNT8A WNT8B SPATA7 PI4K2A TBX6 NLK NLGN2 DLG2 ANKHD1 MID1 ELAVL4 LYSMD2 DKK2 DUSP4 TUBA8 DUSP3 EML3 MEOX2 CDH16 MRPL27 SLC16A6 GFPT2 ATP5F1A ATP6V0A4 CCDC136 PDGFB F13A1 IER5L ANKRD2 MINDY1 UBQLN1 FAM193B ZIC2 TOR1AIP2 WNT4 KMT2E ATOH1 WNT3 PGLYRP2 TBC1D10A LOX CHAT SATB1 SMCR8 SOCS2 NUDT4 ZFHX3 NUFIP2 ZNF711 YTHDF3 ANKHD1-EIF4EBP3 COX6C ISCU NKX6-3 RASGRF1 ARHGEF37 TFAP2C WNT5A LRATD2 LMNTD1 EEF1B2 SLC38A2 FBXO40 BMPR2 PHF21B KLHL34 OAZ2 OAZ3 LPAR4 PPM1N TTBK2 TMEM53 HOXA5 ITGB8 OVOL1 SARNP TEF NDRG2 HCN4 LRFN4 TUG1 LPL ZNF792 GABARAPL2 B4GALT3 EEF1A2 ADAMTSL5 AK2 TOMM40 GCM1 MARCHF5 SLC7A3 PHF1 CPNE1 DNAJB4 ABL1 CDC14A MYPN IRAG1 PNPLA2 VGF IP6K1 BZW2 GPC4 SPRY2 RANBP9 SOX15 LOXL4 LOXL3 NDUFS1 SEH1L PIGW PGAP4 TEX35 GALNT15 LDB2 CARMIL3 RBMXL2 ATP6V1A GDPD1 ERN1 COMMD3 CA4 JMJD1C AOC2 PTCHD1 LCP1 ROM1 FKBP4 TCF7L2 GPR3 TPM3 UBE2R2 PRDM13 LINC01101 PSMF1 NPAS2 SLC35B1 LINC01565 MROH7 DCX CHD6 CNNM2 NAA50 WBP1L B3GALT2 MAP1A PLAC1 ZNF827 CLEC11A EWSAT1 SLC10A2 FDX2 XPNPEP1 INVS KCNN2 CHMP3 SP6 SPTAN1 GR_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GR_Q6 SLC9A9 CCDC126 NOG ZBTB32 ADCY6 SYNCRIP RAB1B WT1-AS ADORA1 HOXD10 BTK GOT2 NLRP10 USP54 WWP2 NT5C3A RARA UBR2 BHLHE40 TYRO3 MIR22HG YARS1 RCOR2 ADIG NKX2-8 FANCB LIFR MYH4 KRT10 AP4M1 LUC7L3 PTPDC1 TGIF1 SUN2 CRHR2 COLQ VASN LRCH2 AGAP3 GCNT3 HOXA11 PABPC4 RIMS2 DAAM2 ACKR1 PLAGL1 HNMT GYS1 UBE2Z ADGRB3 LHX6 RIPOR1 HAUS3 LAMB1 PPP2R2B NR1H4 SREK1 ASXL2 KLF5 PLAG1 KLF8 CBLN4 BCLAF3 RESF1 SLC32A1 LRRFIP1 ARFIP2 TNNI1 PCDH18 DLX3 SHOX2 DLX1 MAP3K19 GBE1 R3HDM2 RGS3 NOTCH4 PKP4 TMOD3 H3-3B RERE MARCKSL1 CLEC1A SCHIP1 PMCHL2 JPH2 ZNF385B FGF9 ZNF532 GREB1 GLRA2 WASF2 MITF PMCHL1 SH2D1A ZNF654 WFIKKN2 CEACAM4 JPH1 GFOD1 VCPKMT NR2F1 SRPK2 ZP3 PRG4 LINC00337 SRGN ARHGEF19 TNMD ADNP LINC00670 CLC PSEN1 ZMYND8 MOSPD2 RUVBL2 GPHA2 RAPGEFL1 MIA RAB3C CA14 USP2 FBXW4 NNAT IKZF2 DAW1 LRRTM3 ABCD2 TRIP11 DEFB119 FLRT3 HAPLN1 RBM24 GPBP1 RBM23 SPEM1 SETBP1 PAK1IP1 DLG2 ELAVL2 MID1 ELAVL4 KCNV1 LYSMD2 RAB30 PDE2A LARGE1 BNC2 SNORC NEUROD4 LARP4 LMO3 RBM3 FGF17 MMP7 FGF13 FGF12 GDNF KLHL7 TAS2R60 WNT4 RNF38 LGI3 LOX TFAP2D NEGR1 CHAT RBMS1 KCND2 PI4KB ENOX2 GNB1L MBOAT2 VAX1 TMEM101 STK3 RELCH WDR81 TIMM8A NCAM1 TAAR2 SIX1 ASB2 HMGB1 ADAMTSL1 SLC38A2 ONECUT1 ONECUT2 LINC00114 GIPC2 KCNA5 RRAGD C1orf43 CRCT1 FBXW7 HOXA2 MEIS2 PDE6D ZEB2 TSSK3 TEF AUTS2 C9orf131 SCARB2 LRR1 TRAF6 ASF1A PGGT1B FGD4 ZNF423 B4GALT5 AFF3 TEAD1 FOXP4 CDKN1A LURAP1L HOXB7 CXCL14 ANTXR1 PRX NDST4 NDST2 PRKAG1 PRRX1 PRDX2 HMGN5 PAX2 FES ZNF205 MBP RANBP9 MCM7 PAX7 DLG5 RTL3 TSC22D3 IP6K2 SGK2 PARP8 ESR1 PCDH8 PRKCG MBNL1 CDK2AP1 GRP EYA1 SDC1 CHST9 CHRM1 ACVR2A CNTN4 PTMS CALCR CD109 PPM1A CTNND2 ATP5MC3 MOAP1 LINC01565 BRINP3 TXNIP INSM1 DCHS2 MPZ NCDN B3GALT2 DTX2 QRICH1 DRG2 GPRC6A RTL10 ZNF771 SLC18A3 GOLGA2P11 RCN1 NF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/NF1_Q6 MEF2C HMGN2 PGF SAMM50 SYT8 PTPN21 ADORA1 CITED4 B2M CITED2 IRF2BPL CHMP2B ACTG2 BDNF GOT1 BTBD3 RAPGEF5 METTL26 RARB IFNK FAM71F1 STAG1 H1-0 MIR22HG KATNAL2 RCOR2 EFNB1 SLC35G2 MYLK2 LRRC59 TANK JUP PNKP NAV2 ZNF436-AS1 MNT ZNF384 STC1 ZNF768 TGIF2 RBP5 RALGPS2 LINC00474 TRMT2A ALDOC MTX1 RBP2 CACNB1 DUSP10 NFKBIA CACNB3 CSRNP1 EPHB2 YBX1 LAMB3 MOV10 LAMB2 EFCAB3 NKX2-2 CLEC3A HIP1 MGAT4A KLF13 OSBPL7 TREX2 ATP11C MCAM CD63 TNNI1 NTRK3 DLX3 JAZF1 SYTL2 AGR2 RERE SOBP BMP6 JPH4 SLC15A2 AP3S1 GJA3 FERD3L TYR SLC24A4 ZNF148 MACIR WDR31 SEMA3C C10orf71 ANGPT1 COL11A2 FGF4 CCN1 RBBP4 GSE1 CAMP EXOSC2 OVOL2 SOAT1 SYT9 ZBTB8OS ANKRD28 PTGDS XPR1 SLC26A7 SEMA4C ORMDL3 KCNH2 SRGAP2 EXOC6 CLDN10 CIPC MYCL CCDC140 LRRTM1 BCL11A RUSC1-AS1 HBP1 DDIT4L TLX3 ETV4 THBS3 PDZRN4 NTNG2 NLGN3 MID1 STAT3 RPS6KA5 GBA2 ZCCHC3 ZBTB5 ZNF462 CALM2 CALM1 ASPN MTSS1 RETNLB SIK1 TUFT1 TMEM192 FGF17 STK36 FGF11 RPE65 RBFOX2 FAM193B KLHL2 STARD3 TRIM46 EIF4EBP3 KMT2E PRKAR2A SLC2A4 HOXC4 AAK1 RRAS WDPCP IRS4 MAGEL2 SCUBE2 STMN4 SIX5 IL11RA WDR81 ASCL2 GDPD5 IGSF8 ZMYM2 PLAAT1 RNF25 BPIFA2 SLITRK6 ZNF436 CYB5R3 TXLNGY CAMTA2 SLC38A3 EXTL3 RMND5A MDGA2 SOX2 SOX4 PAG1 SESN2 ADAMTSL1 AFF4 SESN3 SLCO2A1 CACNA1C KLHDC7A TEK HOXA9 RUNX1 ATG12 ZNF423 SETD7 REM2 ANKRD39 SLC4A10 GCM1 EBF2 SALL1 CHRD GPR173 ABHD17B CLSTN3 STON2 PAX3 LGR6 CBFA2T2 IMMP2L CCN5 HEY1 NUDCD1 PTH1R DLG3 RANBP1 APLN LOXL1 CFI ATP8B3 C9orf85 NOL4 SSBP2 NRXN2 MPP2 KLHDC8B MBNL2 MBNL1 ALK HMGA2 KRTCAP2 ALDH3B1 MAN2A1 TARBP2 MFN1 CHGA PPM1D HIPK1 ARCN1 PATL1 SAMD12 ACVR1 SUPT3H WNT16 SNX15 PCDHGC3 PIPOX VCAM1 DCT ENO3 KRT4 VEGFD NFATC3 BAHD1 NOX3 ERF WBP1L TMEM229B TNXB B3GALT2 GDPD2 TP63 RSKR TMEM126B SP7 LPCAT3 MGST1 NFIA LINC01931 ATGGYGGA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/ATGGYGGA_UNKNOWN PAN2 RALGAPA1P1 CBX6 SLC35A4 NONO TBC1D16 ADGRL3 EPC1 BDNF EPC2 CGGBP1 SPRED1 CCNA2 STAG2 EFNB3 CD3E NUFIP2 PTBP1 ZNF711 YTHDF3 NBR2 MRPS18B LRRC29 PIAS3 ARMCX6 ZMYM2 EXT1 MDH1 PRPS1 WDR53 TMEM208 TMEM187 C1orf43 ARIH1 HOXA3 TSSK3 PPP4R3A TRA2B HNRNPH2 FGD4 PPP4R3B PPP1R21 DOCK5 CACNA2D2 KCNK18 BRCA1 MAP2 C19orf48 SLC20A1 FOXA3 TSHZ2 NDST2 FASTK WASF2 NBEA CLTC PHC3 ELMOD1 KLHL18 GARNL3 CAMSAP1 DLG3 LRRC36 E4F1 WDR33 SYMPK NAA15 OTX2 RBBP6 VASP OTUD7B PURA CRKL SH3KBP1 KPNA6 KDM3A EXOC6 YWHAZ KIF9 SF3B3 LIN54 BCL11B PPP3CB POU2F1 THAP1 SLAIN1 GABPB2 SWSAP1 CSNK1A1 GNAO1 ATP1A3 PPP1R10 TMEM222 RGS17 XIAP ATG101 COG4 GLA SFPQ TUBA1A NHLH2 MTFP1 PBX1 APBB3 UBALD1 NFKB_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFKB_Q6 ATP1B1 FAM117A PTGS2 ATP1B3 PHF20 SYT7 AMOTL1 IRF2BPL BDNF SIN3A CCN2 MAP3K8 ILK PLA1A FOXS1 TSPAN2 BHLHE40 PTPRJ WNT10A STC2 RXRB NOL4L ZHX2 CYP26A1 LUC7L3 TANK CLTRN RND1 UNC13D IFNB1 INO80 CGN NOB1 CXCR5 MNT ZNF384 VSX2 ADAMTS5 CLCN1 NFKBIB HOXA11 ZNF232 NFKBIA SLC11A2 PFN1 TAL1 SCAF4 IL23A HNF1A PABPC1 BCOR RNF43 TASL IL1RN MAML2 PCDH10 RYBP SLAMF8 GPR150 EPHA2 ABRAXAS2 PRRG4 MLLT11 ARHGAP44 NUP62 RBPJ LASP1 RGS3 PLEKHS1 GRK5 AHSA2P PLAU TCF15 MARCKSL1 PIK3IP1 BCKDK RBM14 IL4I1 NFKB2 AP1S2 CTAGE4 HHATL PTGES SPIB SEMA3B XKR8 FGF1 NR2F2 KCNT2 SLC50A1 CCN1 FANCC ICAM1 ARHGEF2 RAP2C PLXDC2 ASH1L RIN2 C1QL1 TOMM20 CDC42SE1 NSD1 MED1 CSF2 HSD3B7 ZBTB9 CXCL2 STX4 CXCL9 EHF SEC14L2 SUFU G3BP1 PCSK2 STAT6 CFAP69 CYLD BCL3 TCEA2 FOXD2 BAZ2B MLLT6 NOS1 NLK PDZRN4 NLGN2 VEZF1 ANKHD1 GJB1 GBA2 P2RY10 SLC16A4 LRP1 BNC2 OGG1 LIX1L XPO1 XPO6 LMO3 GRIK2 FGF17 LMO4 LINC01138 TNFSF15 PDE3B TNFSF18 MOB3C TGFB1 RGL1 CXCL10 TRIM47 TOP1 PTGIR PAPPA GATA4 ELOVL6 SCAMP1 SATB1 ZNF593 ACTN1 PDE4C ANKHD1-EIF4EBP3 PTHLH PSMA1 EP300 CADM1 TIAL1 ASCL3 HSP90B1 SPTB FXYD2 SPEN TFE3 SOX5 STIP1 ARPC5 CCL5 GREM1 ST8SIA1 HOXA7 NDRG2 RUNX1 BMF ZNF423 GABRE RFX5 SLC6A12 BFSP1 WRN HOXB3 ATF5 HOXB2 UACA HOXB9 CACNA1E NFKBID DAP3 DNAJB5 RAI1 IER5 CDC14A CREBZF STON2 CRTC2 YY1AP1 PCBP4 ACTR1A IGF2BP1 TNIP1 LTB IP6K2 SOX10 PURG PARP8 AAMDC CDK6 UBE2I PRKCD MSC CD83 DDR1 CD86 ERN1 ZADH2 PNKD CEND1 CPLX2 SMG7 HCFC1 CD40 CCDC107 TRIB2 VCAM1 PRDM12 REL RRP8 NFAT5 PAFAH1B3 SLC39A7 CHD4 MAG KLK9 MIR17HG GNAO1 TNFSF4 IL2RA RSF1 SAMSN1 CD70 TP63 TSLP CYBB CCDC102A NIPBL SP6 EBF1 PPP1R13B JAK3 OCT1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_Q6 DLC1 SLC9A7 CDX2 SCN3A ARMCX4 ZBTB32 ADORA1 BTK HOXD11 BDNF CDCA7 GAB2 COL12A1 RARB RAB26 MAP2K6 SH3GL3 PHOX2B RPP21 NOL4L PIK3CD ZHX2 PIM2 SRSF1 RPS19 JKAMP DOK3 LRCH4 PRDM1 MT-CO2 MT-CO1 PLPPR2 PPP2R3A PCDH20 PFKFB1 RIMS2 SYVN1 LIF NPHP4 IL25 DMD POLM HOXA10 HNF1B TCF4 SUGP2 BLNK ESRRA KLF12 ESRRG PLXNA2 UPK3A KLF15 C2CD5 DLX1 SEMA6C ATP2A2 RGS3 MAP2 TMOD2 H3-3B TLL2 C5orf38 NRP2 GPR85 ITPRIP PPP2R3C TSNAX PTEN STAC2 CCDC91 H2AC20 SERTAD4 C10orf71 ZBTB20 SPIB APOBEC4 COL11A2 VGLL3 H2BU1 SIK2 WDR33 NR2F1 LYN SUCNR1 TLE3 TLCD5 COL25A1 ZNF362 GADD45G L3HYPDH CSF3 SCML4 H2AC4 H2AC6 H2AC1 SLC39A13 SCML1 EHF NPR3 STAT4 CNMD GPM6A BCL2 ETV1 ZNF428 DTNA H2BC1 FLRT3 H2BC4 NOS1 TBXAS1 CSRNP3 ARMC6 MT-ND2 PMEL DLG2 GRIA3 BRS3 MID1 ITPR3 FZD4 PROM1 CNTF TAAR1 SEC22A NEUROD2 LRRN1 DTD2 DUSP6 GNA14 THRA FGF14 SKIDA1 LMO3 MANF ADH1B ANKRD1 PRKCB CNGB3 CRYGB OLIG3 ANK3 HOXC5 CCDC141 PDGFC ITCH FBXO24 MTUS1 PLEKHA6 SATB2 GNB1L PDE4D SOCS5 TRERF1 CADM1 SIX1 VSNL1 VAMP3 PRRC2A ASCL3 HSP90B1 TSPAN13 ADORA2A MRAS ADNP2 AK8 SOX5 CSMD3 UBAP2L CXXC4 SRF NR2C2 HOXA3 JUND HOXA7 TMSB4XP6 PCYT1B TMSB4XP8 PROKR2 TRAF3 TMSB4XP4 KRTAP8-1 LPL PTPN3 JCHAIN TNFRSF13B NEUROG1 SLC6A15 FOXP2 HOXB3 SLC25A35 TSC1 HOXB8 NEDD4 EBF2 H3C2 HIVEP3 CADM2 E2F3 PRKAG1 PRRX1 PAX6 CBFA2T2 PAK6 TCP11L2 TCERG1L H2AW TSC22D3 NXPH1 EGR2 SOX12 PARP8 LDB2 BCORP1 PCDH8 CDK6 NRXN1 KANSL1L OR10J1 CDK2 SLC7A11 LCOR RTTN TAS2R13 TSPAN5 NRL CHRM1 AMER1 ATXN7L2 C12orf57 KPNA3 JAM3 IRX4 HYPK DPF3 IRX3 ADAMTS19 VPREB3 NDP IRX2 NFYB GPRC5B TCF7L1 ODAPH CCDC116 ALDH1A1 REL POU2F3 PRDM10 CHD6 BRINP3 TAS2R40 TAS2R41 CD40LG CCDC71L GUCA1C SPACA9 CEP120 DPYSL3 ISL1 ANXA2 GRHL3 SH3BGRL IGSF21 RTL10 KCNN3 NIPBL SP6 EBF1 NFIA KBTBD12 SP1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/SP1_Q6 STARD13 SLC9A6 DCUN1D4 VKORC1L1 LRRC8E DCAF1 PPP1R36 MYLIP AGBL5 MAP3K7 ZFP91 ERO1B CDCA7 DDAH2 CRY1 MAP2K7 PRMT1 PHOX2A MIR22HG RCOR2 ANKS1A EMSY CRYAB ARRDC1-AS1 RAP1GDS1 GRIN2A C2CD2L PPARGC1B GLTP SPAG9 RBM15B INO80 PIAS3 HTR7 FLII PIAS1 KAT2A CHKA PLPPR2 CDK5R1 RTF1 PDIK1L ERBB3 ELL GPRASP1 BCL2L2 SNAPIN CDC37 PPP1R3D ACE DRAP1 CDC40 LHX3 TCF4 SLC46A1 HAP1 NTF4 OSBPL9 KLF13 XRCC6 ZNF524 GAS7 GGN CCDC74A ATP2A2 CNPY4 DMTF1 BCL6B LYRM1 GK KLF2 COPS5 SPAST WASF1 NUB1 WHRN ACSF2 PHF21A FAM160A2 ANP32A KDM2A GOLGA3 HYAL2 ZNF282 ARHGEF1 RBBP7 MXD4 TAF11 SYT9 PTBP3 KANK2 SNX18 FKBP14 SH3KBP1 MAP3K11 PTOV1 ZNF48 TAPT1-AS1 POLR2I ABHD1 BCL11B PER1 PEX14 SPATA6 C11orf68 TLX2 PRSS12 UBE2O ING2 RAB2B UPF2 NLK TRIM28 FIS1 ASIC1 EML3 CSNK1D JADE2 ZBTB5 S1PR5 RAB9A THRA GNA11 PRICKLE3 TKFC NPAS4 FGF12 IQGAP1 WNT2 FNTA CGGBP1 SMARCD1 PLEKHA8 CHAT MIEF2 PITPNA PCIF1 RELA HES7 TIPRL ERC1 CDKL5 WDR81 ASCL2 ARHGAP36 HSPB9 CBLN1 TIMELESS SMARCE1 CADM1 HSPB2 SMARCA5 RNF24 VAMP2 STMN1 CPD TRIM27 ME3 TMEM256 ONECUT1 GRB2 TLCD4 SIPA1 RHBDL3 SOX2 PTK7 BMPR2 SNX2 MAP4K2 ELK1 FAM217B TIMP3 OAZ2 RPL7 PRKRA NDRG1 SLC35F5 HCN4 TBCB TAF6 PTPN2 KCNB1 EFEMP2 DYNLL1 TEAD2 EPS15 CORO1C PSMC6 HOXB7 SMIM19 CTR9 PHF23 GLI1 CACNA1D CACNA1A FBXO36 CACNA1B CADM2 NXPH3 EFCAB13 PUSL1 NXPH4 CLSTN1 FBXL19-AS1 FEV ACER3 KCNQ4 POU5F1 PAK4 ZFYVE16 LOXL4 CCDC74B IGF2BP1 NRG2 RHOG AKT2 LDB1 DDB1 SOX12 KIF16B KANSL1L PMM1 PIGV SH2D3C HIPK1 NCOA6 ACVR2A RBM4B ZNF414 UGP2 ROM1 IRX3 FKBP8 KLF11 NEFM CAMK2G NFYC TMEM150A APLP2 GPR3 CYP26B1 NFAT5 MRPL49 POU3F2 CHD6 CNNM4 CREB1 BAD CDC25A TAPT1 SLBP WNT2B SH3BP5 UTP18 KCNN2 TRPC4AP CTTNBP2NL SLC18A3 GGA1 PCGF2 AP1_C http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1_C SNCG ATP1B1 S100A5 VAPA SNCB EFNA1 LTBP3 SYT2 STAT5B AQP5 FSTL1 PLEC BTK DIRAS1 PIANP CDH23 ROCK2 AIG1 PTPRR NUDT10 NUDT11 MIDEAS TSR1 MARK4 MARK1 SCEL PHLDB3 PCYT2 CXCR5 MNT SMPX PDGFRB LAMC2 PRDM1 LAMC1 TRAPPC3 RBP4 LENEP HOXA11 VIT MLEC EPHB2 PEA15 CD68 NECAB3 PROCR KLHL40 ARAP2 MDFI TCF7 WDFY3-AS2 RHBDF1 FBXO2 ESRRG MYOZ2 COL16A1 EPHA1 EPHA2 ARHGAP32 ZFAND5 LAMA3 RGS2 MAP2 NOTCH4 MAP4 RIT1 HEPH C15orf39 SYTL1 TLL1 BACH1 ABCF3 ZNF385B FGF9 XIRP1 TRPV3 GJA1 SLC26A1 RTN3 XYLT1 ZFYVE9 SEMA3B MYB CYTOR COQ8B USP13 TUBB4A GSE1 SEPTIN4 CLIC1 RBBP7 FLNC C19orf33 FERMT3 ATP6V1C2 BLMH EPB41L1 C9orf139 ANKRD22 SERPINB5 GADD45G KCNH6 RIN1 LYVE1 CRYBA2 GADD45A ADAM15 CSF3 CLDN17 RAB3D USP3 USP2 ABCD1 ABHD4 SFN CLDN15 FRMD5 COL7A1 PPP2CA RB1CC1 PPP2CB CALCOCO1 ETV5 BAZ2A TLX2 FBXW11 PHLDA2 DTNA CAPN6 TEX19 MCF2 IL9 LMNA YIF1A ELAVL2 POLR3E LYSMD2 WNT7B EML3 CNTF RPS6KA4 IQSEC1 SLC16A6 GRIA1 SH3RF2 TUBA4A TOB1 LORICRIN SLC22A18 SKIDA1 MMP9 FGF11 ITPKC CCDC50 GDNF CALB2 IL10 FAM81A IL11 VCL TBC1D17 PACSIN3 IDS ANK3 PITPNC1 SPRED1 WNT6 RNF34 PLEKHA5 CMAS RELA SLC25A51 RHBDD3 ZNF516-DT HSPB6 HSPB8 TIAL1 HSPB7 SDCBP SLITRK6 ASB5 SMARCA2 EMP1 SLC38A3 MAMDC2 SSH2 CSMD3 FBRS ATP6V1B2 REEP4 VDR TTC1 LAPTM5 FBXO44 SFTPC HCN3 IVL EWSR1 AP2M1 CPNE8 XPOT GABARAPL1 LRRN4CL CPA6 LPP MET NTN4 UBE2E3 POLD4 HDAC3 RCAN2 SLC4A11 ULK1 DYRK1A ADRA1A FABP4 FAM184A OMG PRX CLSTN3 RP1L1 PROSER3 SYNGR1 ZNF207 RNF144B RAP1GAP2 PKN3 CCDC120 PSMD1 LRRFIP2 SV2B SLCO5A1 SHC3 PLEKHH3 SEC24D BUD31 FOSL1 IRAK1 MPP5 PRR7 PCDH9 CHST4 VAT1 VASP EYA1 CA9 CAPN12 ATXN7L2 BTG3 TYSND1 KDM3A PSME4 PPP1R15A MAPRE3 CNTD1 REXO2 SNX10 ROM1 NDP HS3ST2 NUAK1 SLC35B1 MYBPH MSI1 NEFH PLCD1 VEGFD WDFY3 NFRKB DTX2 MAP1A PPP1R9B ZNF771 CTTNBP2NL UBALD1 GKN1 CEBP_C http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBP_C SLC44A4 JAKMIP2 OSMR ARMCX4 RABGAP1L LEMD2 FSTL1 RORA RAB1A EPC2 BDNF GOT1 CCN2 SEMA7A RARB FOXO3 STAG2 MAP2K6 VNN3 WNT10B STC2 PTPRU MAGED2 BCL2L13 PROX1 ZFHX3 NCKAP5 RPS19 JUN HSD11B1 PDGFRA ROR1 TSC22D1 ALDOA DENND4A RAD23B NFKBIA ZNF676 DMD SAT1 IL1RAPL2 IL1RAPL1 PLAGL2 KLF5 PLAG1 OSBPL6 TTC9C MAP2K3 C6orf15 PTPN12 ABRAXAS2 PLA2G4A DLX1 NTRK1 PLEKHS1 ZMAT4 TSGA10 RGS8 H3-3B RERE DIS3L GLRA3 MITF GLRA2 GPLD1 GPX1 AP1S2 SLC24A4 MAS1L RAB6A MSL3 KCNMA1 PIK3C2A PRG4 SLC22A8 CACNG2 CTNNBIP1 C22orf31 ZNF137P RRM1 SERPINB2 SLC39A14 USP2 IKZF4 SCML1 EHF SEC14L3 NUMA1 LIN54 MRPL12 NR1D1 LRRTM3 BCL11B STK40 LRRTM1 PER1 ETV1 SUPT4H1 ACSL5 PPCDC SHISA6 ETF1 RLF C12orf50 RBFOX1 NEUROD1 TUBA1A AMTN LUC7L TNNC2 DYNC1LI2 LMO3 FGF14 RNF39 ENTHD1 FGF12 ZIC1 HLX FSIP2 HOXC4 GATA4 VEGFA ROBO4 RNF38 ITPK1 CHAT NUDT3 RELA PDE4D ERC1 RTL9 LRTOMT MAP4K4 ATAD5 NPTN AHNAK ASCL3 MYL1 SOX4 MEIS1 CGNL1 DNAJB14 FBXW7 HOXA3 P2RY1 OVOL1 SARNP SSX2IP RFX4 PHACTR4 CACNA2D3 FOXP1 NOSIP HOXB7 ZIC4 BEND6 HDAC9 RBM39 TAFA1 CELF3 RHOQ DDR2 C18orf21 GGNBP2 RTL3 BOC LTB PLCB2 TMEM145 DLG2 NFX1 SARS1 MBNL2 ADRB2 UBE2E4P PRDX6 CHST9 CA3 JMJD1C TSPAN7 SEZ6 PTAFR ACVR1 HYPK IRX6 ING3 NDN SAV1 FKBP3 UNG DCN PRRG2 RASGRP4 CHD2 TGM3 SCAF11 CHD6 CRIM1 PIK3R1 APC NUP153 SLC12A1 CEBPB CREB5 LBX2-AS1 TP63 POFUT1 GATA_C http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA_C GDF3 ADORA3 C5orf64 MASP1 UBE2F CCSER2 EDN1 RORB SYT7 CITED4 SLC35A2 AQP2 HEMGN BDNF DSPP DDX17 LCAT PLA2G1B PLS1 PSMA8 GUCA2A RARB MAP2K5 PHOX2A CNTLN GATM ANKS1B NOL4L MATN1 LIFR ZHX3 TSKU PKHD1L1 LUC7L3 SRSF2 LINC01555 PCYT2 COLQ CD34 JUN RHCE FBXL7 PLEKHG6 PPT2 ARF6 KRT20 CHCHD7 ACKR1 YBX1 APOOL LYL1 DMD NECTIN2 UPK1B ARAP2 HNF1A SLC46A1 PLAG1 KLF12 IL1RL1 RSPO2 ESRRG ALMS1 KLF14 EN1 KCNK3 KRT73 ATP2A3 ECHDC2 SUPT16H H3-3A HEPH FCGBP ZNF219 BMP6 PDZD2 MSR1 ZNF385B MITF SPTSSB MECOM GFI1B MACIR SERTAD4 ZBTB20 ANGPT2 USP15 HYAL3 GSE1 PCDH11Y PCDH11X PTF1A LINC00670 MBD1 KLHDC3 AMBN SLC26A7 C12orf42 WDR82 GNB3 SRGAP1 CSF3 CSF2 FOXO4 ZBTB7B FHL3 CLDN10 CCL27 FRMD5 HPSE2 GBX2 ETV1 NDUFA4L2 FBXW11 BCL9 CPT1C MOGAT2 PNLIPRP1 NAA80 IL7 KRT71 ELAVL4 MID1 APMAP POLR3D P2RY12 CFAP161 BLVRB ALKBH3 NHLH2 AMOT NR5A2 PRSS22 DUSP6 TOB1 CAST LMO2 FGF14 BTRC GRIK3 HOXD1 ZIC1 GATA1 HOXC6 GATA6 HOXC4 GP2 RBMS3 SLCO1C1 PHOSPHO1 RGN SLC4A1 LGI1 GABPB2 SATB1 SCUBE3 MTA2 ALPK2 ZNF711 IL22 SLC34A3 TACC1 SLITRK2 CDIN1 MAP4K5 RBPMS RPAP2 SIX1 SNTG1 NOCT LITAF ONECUT2 SOX5 LRIG3 FTH1 HOXA3 TFEC PPL HOXA7 TEK TMEM179 HBEGF SNW1 MYO1C SPTBN4 RHD BPGM DMTN KCTD6 HOXB4 HOXB1 MEA1 CXCL13 ITGA5 ZIC4 GLMN FABP2 PHEX TAFA1 FOSL2 ZSWIM8 PREX1 PRKAG1 GABBR1 STON2 PPOX PRDX2 PAX2 RUNX1T1 PLCB3 SOX10 PTCHD4 NRXN3 MYCT1 CALHM5 MPP5 UBE2H INHA PIGV EYA1 PPM1D PPM1E GDPD1 CHST6 PKLR CTSE WNT11 CTDSPL2 S100PBP ZFPM1 ACVR1 SYNDIG1 CPLX2 EDA HS3ST4 UBE3A PRSS1 CTNND1 DCN TPM3 CDH7 CDH9 MYRF PRSS3 HS6ST3 FAM91A1 TNFRSF19 MYOG CNN1 DCX AIF1L VPS18 MXD1 MED27 B3GALT2 MED26 NFRKB C1orf21 ISL1 RHAG PRR18 RGS13 AK9 RPL13A SLC6A5 SLC18A1 ADGRF5 IGFBP5 GRE_C http://www.gsea-msigdb.org/gsea/msigdb/cards/GRE_C MEF2C LMO3 FGF17 TRMT9B WT1-AS BTK HOXC6 SRSF6 TRIM54 KIF13A BDNF GAB2 CCN2 CDKN2C HOXC4 KRT222 ROS1 WDPCP LRRC8A OPA3 CSNK1G1 GNB1L TRIM63 BARHL2 AP4M1 MIDEAS TGIF1 CDKL5 TANK ST13 MAPK6 TIAL1 LSAMP SMPX PRDM1 RAB10 EEF1B2 MYL3 ONECUT2 KCNA5 RIMS2 RRAGD ZNF513 ARX GLYR1 HOXA3 TSSK1B TSSK3 LHX6 LRR1 ANGPTL2 SREK1 GPD1 XPNPEP3 SLC6A11 SALL2 MEA1 SLC7A2 NCKAP5 NOTCH4 ATF7 TMOD3 KCTD15 WIF1 TCF12 MARCKSL1 LZTS2 METAP1 ZNF532 PRKAG1 SORL1 PRRX1 CUZD1 PAX3 FERD3L MCM7 CAMKV TMEM115 LMOD1 SEMA3A NRG1 JPH1 LOXL1 NDUFS1 NR2F1 EGR1 PRG4 OTX1 MYCT1 ADNP MBNL2 FAM53C CHST9 ADK ZMYND8 PATL1 NSD1 FRY EVA1C UBE3A SHCBP1L NNAT SNX16 IKZF2 RTKN ATP5MC3 SF3B1 PRDM14 ARPP21 LINC01565 RAB11A DCX CHD6 SCNN1A PIK3R1 TXNIP DCHS2 RBM24 ERCC6L2 MYOM3 LRRN3 ATP1A3 NPR2 ELAVL4 RTL10 MED13 MT2A SNORC LUC7L HNF1_C http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF1_C SLC44A4 AQP9 LINC00671 PTGS2 PPP2R5C FST FAM20C AQP4 RORA MXI1 SRSF7 CDH20 EPC2 ATP2B3 SOSTDC1 FOXF2 BTBD3 BAIAP2L2 GUCA2A GUCA2B APOM UQCRFS1 PRMT3 PLS3 PHOX2B CNTLN NSMCE3 ANKS1B NOL4L EMX2 GRIN2A PREX2 TBR1 LUC7L3 ZFHX3 NCKAP5 CGN BACE2 F2 STC1 PRDM1 MRPL43 GC RBP4 COA3 SERPINA10 DAAM1 KCNJ1 DBF4 HESX1 CHMP2A NECTIN1 A1CF DMD HOXA10 KLB LHX5 HNF1B HNF1A TCF4 PPP2R2B NKX2-2 SREK1 GUCY2F KLF14 TWNK PLA2G4A DLX1 TRPS1 IKBIP SUPT16H MARCKS TMCC2 MAB21L2 NRP1 FGF7 FOXA2 ELF4 ALX1 LRRC19 SPINK1 CLIP3 KCNK12 GPX1 SERPINA7 SERPINA4 MIER1 VCPKMT VSIG1 ADAM11 APCS MGAT4C SLC22A8 SPATA18 TLE4 ZNF143 CLC C8A SLC26A3 G6PC ZNF362 SEMA4G WNT9A GOLT1A CLOCK CSF3 SLC39A14 PHLDB1 MIOX TMED6 SLC25A40 NEO1 CPN1 POLR2A ZFP36L1 FRMD5 SORBS1 BUB3 RASA2 FOXD3 FAM27E5 FLRT1 TBXAS1 NLGN2 PDZRN4 GJB1 AFP AFM CDH16 C12orf50 CDH17 RBFOX1 ZBTB4 DPYD LINC00173 PBX2 TOB1 CAST THRA F13A1 FGF16 AGR3 SLC7A9 CCDC50 CNGB3 HOXC6 ASPA KALRN HOXC4 CMTM4 ROBO3 RPL35A TTLL6 ST6GALNAC5 NCAM1 LRAT HOXD4 ASB4 ARFGEF1 CES5A FGFR4 PKHD1 RNF186 SOX3 SSH3 SSH2 CCDC85B HOXA3 EEPD1 FGA ZEB2 FGB RLIM ANGPTL1 HCN1 HAVCR1 LPP NEK10 TINAG HOXB3 SALL3 SLC25A12 HOXB8 TMEM37 ARL4C SLC13A2 HABP2 SLC5A4 NDST2 SLC5A1 UBXN10 PAX2 CBFA2T2 RAB3IP ARHGAP12 JADE1 CRTC2 SIAH3 LRRFIP2 SLC1A1 KLK13 EGR1 EVA1A SGK2 PCDH8 MBNL1 ARHGAP24 SLC7A13 PROC EML4 RXFP2 SHKBP1 PKLR ACVR2A ZFPM2 CNTD1 IRX6 UBE3A UBALD2 MINK1 SLC37A4 ERRFI1 NFIX NAALADL2 PRDM12 TMPRSS15 ARPP21 TNS1 POU2F1 POU3F3 YES1 GEN1 DNAI4 SLC12A2 RNASE4 ZNF827 ISL1 SLC6A5 SLC17A2 SYNE4 JPT2 SLC18A2 TMEM126B ANXA13 APAF1 SP8 TBL1X KBTBD12 RNF111 NFKB_C http://www.gsea-msigdb.org/gsea/msigdb/cards/NFKB_C FAM117A PTGS2 PHF20 EFNA3 RORC AMOTL1 PAN2 INO80D FAM241A BDNF DDX17 SIN3A FLI1 CCN2 LCAT GRIN2D MAP3K8 LIN28A PLA1A KANSL3 GNG4 CD247 VNN3 BHLHE40 PTPRJ TYRO3 WNT10A ZHX2 MIDEAS LUC7L3 SUN2 MSX1 RND1 LRCH1 IFNB1 ZNF436-AS1 CXCR5 ZNF384 MNT APPL1 PPP2R5E VSX2 RAB10 CLCN1 HOXA11 NFKBIB NFKBIA BCL2L1 CD74 CDC37 PFN1 TAL1 LAMB3 SCAF4 EPHB6 IL23A ADGRB2 IL1RAPL1 TASL IL1RN MAML2 S100A10 DUSP22 SLAMF8 ZNF217 ARHGAP44 LASP1 TCTA GRK5 SOBP RANBP10 JPH3 BCKDK IL27RA FOXA3 IL4I1 NFKB2 ALKBH6 NOS2 ACAP3 CTAGE4 HHATL PTGES ANP32A SEMA3B COL11A2 FGF1 KCNT2 SYMPK ICAM1 ARHGEF2 RAP2C ASH1L C1QL1 RIN2 GADD45B MAP3K13 TSNAXIP1 FUT7 HSD3B7 STX4 EHF SEC14L2 G3BP1 PCSK2 STAT6 CYLD CCL22 GPHN BCL11A BCL3 TCEA2 PPP3CA FOXD2 MLLT6 SNAP25 FOXD3 IL18R1 GPBP1 NLK VEZF1 ANKHD1 TJAP1 IL2 GNA13 LIX1L XPO6 FGF17 TNFSF15 LINC01138 EIF5A IL13 NPAS4 MOB3C TNFSF18 RGL1 CXCL10 TOP1 TRIM47 PAPPA CGGBP1 GATA4 S1PR2 CARTPT GABPB2 IL1A SCRT2 SOCS2 SH2B3 IL27 TAZ LYPLA2 DCLK1 SIX5 ANKHD1-EIF4EBP3 SLC34A3 PTHLH GDPD5 NOS1AP RAD18 ZNF436 SPTB CCDC8 HSP90B1 ASCL3 SOX3 TFE3 SOX5 ITGB4 TINAGL1 ARPC5 SESN2 CCL5 ZNF821 ITGB8 DNAJA1 ZNF800 NDRG2 EGF BMF SLC6A12 WRN LCN2 UACA HOXB6 HOXB9 TMEM88 DAP3 PHF6 IER5 CDC14A OPCML ALG6 KCNQ5 FOS ARHGAP5 YY1AP1 PCBP4 RHOA PIGC LRRFIP2 ARHGAP8 SLC43A1 LTB TNIP1 RHOG TNIP3 PURG SOX10 EGR3 EGR2 FOXJ2 PARP8 AAMDC CDK6 UBE2I MRPS6 MSC ECT2 PRKCD DDR1 CA9 ZADH2 PTMS PTCHD1 PNKD SMARCAD1 SNX15 HCFC1 CD40 CCDC107 CDH5 TRIB2 VCAM1 ACAN SMOC1 FTHL17 TNR NFAT5 ENO3 CHD4 RFTN2 BAHD1 MAG PLP1 NUP153 GNAO1 MIR17HG IL2RA RSF1 CYB5A CD70 RALGDS SIRT2 TP63 TSLP ID2 DACH2 AKR1B1 IRF1 SP6 NOTUM PPP1R13B EBF1 JAK3 CUEDC1 TIAF1 SMPD3 NFY_C http://www.gsea-msigdb.org/gsea/msigdb/cards/NFY_C FAM117A PPP2R5C ERG28 SHH HOXD10 HNRNPL ZFP91 DNAJB11 LIN28A GUCA2A MIR22HG MRPL51 YARS1 MRPL50 ADCY10 RREB1 TMA7 ESPL1 PRPF38B TRAF3IP2 UHRF1 BAZ1A SPAG7 FBXL8 ZNF385A EIF2AK3 MCTS1 ACR COA3 GNAI2 MTX1 DUSP10 CDK2AP2 MLEC LHX1 DMD HLA-DOA IL1RAPL1 OARD1 ESRRG CELSR3 SMAD2 TFCP2 AGFG2 FXR2 GNGT2 CBLB SFRP1 H3-3B SUZ12 KLF1 WASF2 SORBS2 EXD1 ZNF14 KCNJ13 WBP2 DLEU1 DLEU2 SIK3 LMOD1 FGF4 BRD8 ZDHHC5 PTF1A SEPTIN4 TLE4 ARRDC3 NCEH1 ELMO1 ZNF362 TAF15 GTF2I USP21 H2AC6 HLA-DQB2 H2AC1 FUT8 ZBTB10 ABI3 EHF IFFO1 AMELY CHP1 BCAS3 ETV5 THBS3 WNT8B H2BC1 PI4K2A H2BC4 SP140L HSCB EZHIP TMEM184C CCDC51 ELAVL4 MIS12 RPS6KA5 MROH8 HELB PLN GSK3B DGKZ ZBTB5 AMTN PBX1 LRP8 DCAF11 OGG1 RBM14 CALM2 KIF20A ARL6IP6 FOXN3 SKIDA1 IER5L RBM4 TAF8 KLHL4 MRPS30 FDFT1 CBX5 ATOH1 HOXC8 WNT3 STARD7 MYOCD HOXC4 ARL17A RPN2 RBM10 KAT7 LYRM7 SATB2 STMN4 ZNF189 SIX5 DDIT3 HLA-F WDR81 NCAM1 HNRNPA1 SYCP3 HNRNPA0 VPS50 CEP57 SNRPA TESK2 COL1A1 ZNF436 SPTB ABCA7 HIGD1A ADAMTSL1 ELAC2 TSPAN13 BLK SOX2 KATNB1 ENSA SESN2 SLC9C2 SPC25 TCERG1 H4C1 GTF2A1L ZNF597 H4C3 PCYT1B ACTL6A CCDC89 MYO1E TRMT6 FDPS RPRD2 NEUROG3 TRADD HDAC1 CHAC1 H3C1 SEL1L KIF23 CLDN8 TMEM108 PAX6 DDR2 MCM8 MAZ C19orf54 GPC3 TPP2 PEX2 SIAH3 PXMP4 NDUFS8 ACYP1 HCP5 DLG3 CAT MRTFA FAM76B PIGA MAEL IFT27 SSBP3 NOL4 TENM3-AS1 LDB2 MBNL1 UBE2C M6PR LIX1 TYSND1 CNTD1 ACVR1 NUP98 ADAMTS19 SPOCK2 RAG1 ARL6IP1 NFYC NFYA PPM1B CDH6 PRDM13 RPA2 C1QTNF6 CDH9 MAP3K3 AP3M2 HAND2 POU3F3 NFATC4 PIK3R1 BAHD1 CNNM2 SLC12A1 NCAPD2 UBXN11 ANO4 COL5A3 RACGAP1 ZNF775 CDC25A CKS2 MED30 TECR MTFP1 GCA CAGNWMCNNNGAC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGNWMCNNNGAC_UNKNOWN SCHIP1 GPATCH11 CELF3 SYT4 PGF SCN3B GLRA3 GPRIN1 OGDHL LINC01138 L1CAM SYT6 KCNIP2 CALB1 BDNF HHATL HTR1A ZNF654 POU4F3 PTH1R SLC25A28 CHAT PRMT3 INA GABRG2 PRG3 GSE1 ZWILCH BARHL1 SLC35G2 RPH3A PTPRN GRM1 WAS SIGIRR CHGA MIR9-1HG NPPB MYL10 JMJD1C AOC2 CHGB KCNH4 VIP FGD2 CHKA CDK5R1 MGAT5B DRD3 DRD2 NEFM BEX1 CSMD3 TSPAN33 PAQR4 PFN1 ATG9A CCL21 DNER LHX3 TNFRSF19 NEFH FOXN3 PAFAH1B1 RPL4 TMEM179 HNF1A PHYHIPL TLCD3B LINC02363 DPH2 PLAC1 SLC12A5 GRIN1 MYF5 BRINP1 MAPK11 ELAVL3 COL5A3 ANKZF1 SLC17A6 SARM1 HPCA CRH NHLH2 CHRNB2 OMG CACNA1B OCT_C http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT_C FAM117A CDK14 CDX4 ARMCX4 ITSN1 DSE ZC3H14 ADORA1 HOXD11 H2BC17 KIF13A GAB2 H2BC12 SEMA7A FSTL5 GRID2 RAB26 MAP2K6 ADGRL1 SH3GL3 OPA3 CLCA3P NOL4L BARHL2 CRISP1 ZHX2 PIM2 TRAF3IP2 OR8B8 MIR9-1HG SMPX FCHSD1 LRCH4 PRDM1 MT-CO2 MT-CO1 PLPPR2 GCNT2 PPP2R3A PFKFB1 EPHB3 DMD IL25 HOXA10 LHX6 HNF1B SUGP2 BLNK SASH1 ESRRA PLXNA2 EMILIN3 C2CD5 FOXG1 DLX1 SEMA6C SFRP1 SFRP2 TMOD2 H3-3B TLL2 MAB21L2 UQCC2 BMP5 OR10A5 MYBPC1 PPP2R3C TSNAX PTEN TCEAL9 H2AC20 C10orf71 SERTAD4 ZBTB20 APOBEC4 FBXL14 H2BU1 KCNT2 CCN1 LYN SUCNR1 TLE3 ADNP MMP1 MMP17 COL25A1 CDR2L BSND ZNF362 SLC26A7 PATZ1 CSF3 H2AC4 H2AC6 ABTB2 SLC39A13 IKZF2 EHF NXT2 STAT4 TMCC1 NR1D1 GPM6A DGKG BCL2 PER2 ETV1 DTNA ZNF428 H2BC3 H2BC4 TBXAS1 CSRNP3 ARMC6 JARID2 MT-ND2 DLGAP4 PMEL DLG2 GRIA3 ITPR3 FZD4 NRAS RAB30 POLDIP3 SEC22A LRRN1 CLRN1 H2AC12 H2AC17 CDH10 SLITRK2 GNA14 SNCAIP THRA SKIDA1 FGF14 LMO3 MANF FGF12 RANBP3L NR2E1 ZIC3 KLHL1 HOXC5 RRAS FBXO24 MTUS1 PLEKHA6 BST2 PDE4D FGF20 YBX3 ROGDI CADM1 SIX1 VSNL1 HOXD4 PRRC2A ASCL3 FGFR2 TSPAN13 ADORA2A MRAS ADNP2 NEDD9 SRF SESN3 RCAN1 HOXA3 HOXA7 JUND TMSB4XP6 PCYT1B TMSB4XP8 TMSB4XP2 PROKR2 TMSB4XP4 LPL KRTAP8-1 JCHAIN SLC6A15 NEUROG1 TEAD3 REM2 WWC2-AS2 KCTD6 SREBF2 HOXB3 SLC25A12 SLC25A35 GCM1 TSC1 NEDD4 HOXB8 SALL1 PRICKLE2 H3C2 H3C3 HDAC9 ABL1 CRYZL1 CADM2 E2F3 PAX6 PRRX1 CBFA2T3 CBFA2T2 KRTAP13-2 ARHGAP4 SLC1A2 SIAH3 RHOB H2AW TSC22D3 EGR2 OTX2 TTI2 BCORP1 LDB2 PCDH8 NRXN1 ALK KANSL1L CDK2 OR10J1 LCOR TNFRSF9 TAS2R13 HOXC11 EML1 STXBP6 NRL AMER1 C12orf57 UBE2S GAP43 IRX4 GALNT1 VPREB3 EGLN2 NFYB CCDC107 TCF7L1 GPR4 ALDH1A1 SYNPR REL POU2F3 PRDM10 POU2F1 POU3F4 MSI2 CHD6 ING1 TAS2R40 CD40LG CNNM4 MIR17HG SCOC DPYSL3 DPYSL2 SLC10A2 ISL1 GRHL3 SH3BGRL KCNN3 SP6 EBF1 NFIA SEF1_C http://www.gsea-msigdb.org/gsea/msigdb/cards/SEF1_C MEIS2 SLC6A7 LIMK2 SPRYD3 POU3F3 ATF2 SRF_C http://www.gsea-msigdb.org/gsea/msigdb/cards/SRF_C IGF2-AS AARSD1 LTBP1 PDLIM7 PDLIM4 FGFRL1 STAT5B SYNCRIP PAN2 HOXD10 ACTG2 RUNDC1 NKX6-2 LIN28A TSPAN2 MIR22HG ROCK2 DCUN1D3 TANK SUN2 PNKP MYO18B SPAG7 TAGLN TGFB1I1 CD248 PPP2R3A PTCH1 DUSP10 PDLIM5 AKAP12 XK KCNMB1 ZNF513 PFN1 IL17B DMD HNF1B STX10 NKX2-2 DVL3 MCAM EMILIN2 GGN KCNK3 RGS3 UNC45B GRK6 LYRM1 JPH2 C16orf72 SUSD1 MITF ACTR3 EFHD1 CAP1 NR2F2 CCN1 NR2F1 ZNF644 ACTA1 SLC25A4 TLE3 FOSB RBBP7 HERC1 FLNA CKM SYT9 RRM1 GADD45G RASD2 YWHAZ EVA1C FHL2 STARD13 CLEC18C POPDC2 THBS1 BCAS3 PHF12 ELAVL4 DUSP5 TADA3 DUSP2 RAB30 ERBIN MAPK14 PLN RASSF2 GFPT2 FOXE3 DUSP6 LRP5 MAP3K20 TUFT1 TNNC1 RNF39 NPAS4 VCL DMPK TRIM46 TOP1 ASPA SLC2A4 AAK1 TFAP2D KLF6 TRIM55 PRKAB2 TAZ ACTN1 MRGPRF DLL1 JUNB MANEAL WDR81 COL1A2 ASB2 KALRN MYL6 MYL7 SSH3 SIPA1 DEFB129 ARPC4 MEIS1 SRF MYL9 ANAPC15 HOXA3 ZEB2 HOXA5 ITGB6 TMEM47 GPR20 DIXDC1 LPP MYO1B MYO1E LMCD1 NR4A1 FOXP1 FOXP2 HOXB4 SLC7A1 HOXB5 ITGA7 MYH11 KCTD15 DNAJB4 ABL1 MYLK CACNA1B IER2 RHOJ CDC14A IRAG1 DACT3 DSTN FOS PLCB3 ARHGAP1 YRDC ZNF408 SRD5A2 FOSL1 NKX2-1 EGR1 EGR3 RSU1 EGR2 EGR4 G3BP2 LDB3 AAMDC PADI2 MBNL1 KRTCAP2 DAPK3 EML4 OSM FAM53C CFL2 ITGB1BP2 CFL1 CA3 PATL1 MATR3 LCP1 ACVR1 AOC3 CALD1 CTNND1 TPM3 SETD2 ANXA6 NPAS2 MUS81 PPP1R12A POU3F4 CNN2 CNN1 COL8A1 ACTB ACTC1 PRUNE2 MAP1A SCOC RSF1 PRR14L FBXL22 PRM1 ADGRG4 CRK TATA_C http://www.gsea-msigdb.org/gsea/msigdb/cards/TATA_C CDX1 HMGN2 LTBP1 UBE2F VSTM2L AQP8 CRHBP HOXD10 CITED1 TAF7L EPC1 BDNF OR6C3 H2AX PDHA2 PRMT3 TWIST1 PITX2 NSMCE3 MYH1 VANGL1 MYH3 BARHL1 MYH2 MYH4 NAV3 HNF4G PDYN PPARGC1B CTNNA3 CCR7 TAGLN PDGFRB RAB15 PPP2R5E HAS2 STC1 PRDM1 ATP6V1G3 BIN1 FIP1L1 ZC3H10 AMDHD1 ALDOB RBP2 AKAP12 OTP CDC42EP2 IL17F HOXA10 TCF4 NKX2-5 IL1RAPL1 SREK1 TRPC4 TGFBR1 ESRRG CDC26 DDX5 NKX6-1 KCNK3 FOXG1 NPY KCNJ8 TCTA H3-3B GRK5 PLA2G4B RANBP10 GNAZ BACH1 RAB5B BNIP3 GJA5 RTN1 KCNK12 MECOM MMP20 CCDC91 HAMP LMOD1 SEMA3A AGPAT4 AMY2A SLC50A1 CCN1 SRPK2 ARHGEF2 TLE3 ARRDC3 ELMO3 MMP13 SLIT3 MMP10 ADTRP GRM2 EIF4A2 C12orf42 GADD45G WDR82 NPPA FAM110D MKNK1 EHF CIPC GCH1 CYB561D2 CYB561D1 HPSE2 BCL11B CALCOCO1 CD24 SIM1 HSD17B8 CAPN6 TBX3 JARID2 SETBP1 TSHZ1 KRT25 PPP1R10 KRT26 AZIN1 ELAVL2 MAPK10 DKK2 NRAP RBFOX1 SVIL ORAI3 NEUROD1 PBX1 NR5A2 WDR20 TOB1 SLITRK2 LMO2 IL17A CRABP2 TGFB3 MMP3 OTUB2 TGFB2 S100G HOXC6 PRKAR2B ATOH1 PACSIN3 OLIG3 HOXC4 AAK1 HOXC5 IL1B CTDSP1 STK39 OLIG2 LOX H3-4 KAT6A SATB1 S100A10 IGSF9B BPIFA1 CHMP1B FGF23 EEF2 TOPBP1 PKIA IL22 HOXD9 SLITRK1 PA2G4 TICRR MRPS18B HNRNPA0 GPR50 COL1A1 ASB5 SNRPF MYL2 MYL1 SOX5 KCNA3 CCDC85B ABCA1 SRF CCL7 LAPTM5 JUND HOXA9 GTF2A1L EGF LPL HERPUD1 EPAS1 RFX4 UCKL1 FOXP3 LCE5A SHANK2 RAB33A FOXP1 HOXB4 ATF3 DIO2 OTUB1 HOXB8 NEDD4 HOXB6 MYH11 HIVEP3 SHISA6 FABP4 HIVEP1 HOXB9 KCTD15 PHEX FBXO36 MYLK BMI1 METAP1 PRKAG1 DUOX2 CD96 UBR4 CAVIN2 RHOA RHOH MT3 CCDC60 SSBP3 DUOXA2 MYCT1 OTX2 LDB2 LEAP2 ESR2 PRPF4 PURA EYA1 FAM53C PPM1E PANK1 CFL2 ITGB1BP2 CA2 MAPRE1 FSHB CCDC38 CUEDC2 VIP GPRC5D CEP95 HS3ST4 FGFBP3 ERRFI1 CD109 KITLG CRNN TSHB ATP5MC2 PRDM16 NAALADL2 PRDM12 CHD2 PPP1R12A PLPP1 COL8A1 NFATC2 GEN1 GTF3C1 MAF ACTB NOX3 SLC12A2 NOL12 KRTAP9-2 ANXA1 RASL11B INVS WSB2 JPT2 FBXL22 BMPR1B TIAF1 USF_C http://www.gsea-msigdb.org/gsea/msigdb/cards/USF_C ADCY3 AGO2 HMGN2 RPL19 SLC9A5 DCUN1D4 RUSC1 SYT3 CYP2D6 RORC SYT6 DOLK ZNRF2 ZFP91 SEMA7A LIN28A RAPGEF6 PRMT1 BHLHE40 ZBTB49 RXRB SUCLG2 NOL4L EFNB1 GRIN2A KLHL28 FARP1 PPARGC1B RPS19 CAMK4 CGN INO80 MNT FCHSD2 SERBP1 SRP72 HSPBAP1 ENPP6 ST6GAL1 CLCN2 PABPC4 AKAP12 ARF6 MYO19 PPAT ARX YBX1 PFN1 CRMP1 AEN DIABLO GCSH TXLNG PABPC1 SLC31A2 IL1RAPL1 LHX9 NUDC TDRD1 NKX2-3 GIT1 BMP4 DNMT3A GPD1 WDR46 RNF43 RSPO2 HPCAL4 C21orf91 OSR1 PLA2G4A ASS1 RAB2A HPCA GRK6 H3-3A GK TLL1 FGF6 SLC20A1 SLC26A2 WBP2 MTHFD1 GPX1 HSPH1 ACAP3 CAMKV CHST11 CEACAM5 HHIP PFDN6 TXNDC12 AVP HYAL2 LTBR MICAL2 EXOSC5 LPCAT4 ADNP EXOSC2 ARRDC3 DERL3 GTF2H1 MXD4 IGSF22 KLF9 PFDN2 POGK PSEN2 SH3KBP1 FKBP11 POLR2H POLR2L CACUL1 CA14 USP2 THAP5 IKZF3 COL2A1 RPUSD4 MYCL SET NR1D1 FAM214B ETV1 PER1 BCL6 BCL9L DAZL BCAS3 PLBD1 ETV4 BCKDHA PDK2 MAT2A IPO13 TBX4 FADS3 SGTB GABARAP POLR3E SELENOS RPL22 EEF1E1 GYG1 UBA1 LRP8 NLN PAICS ZMYM6 GNA13 EIF3J SNCAIP C17orf102 FGF14 IER5L MORF4L2 FGF11 NTN3 EIF5A TRMO CNOT4 ELOVL4 BATF2 TIMM9 KAT6A SCRT2 SATB2 SLC25A33 SOCS5 WEE1 CCDC6 PA2G4 VPS50 TIAL1 BMP2K MGME1 STMN1 XRN2 DRD1 PBRM1 TFAP4 SNX5 TMEM132E ELK1 ABCA1 RRAGB G6PC3 DAZAP1 HOXA3 HOXA4 PSMB3 MID1IP1 NPM1 TEF TMEM47 HSPE1 RUNX2 RHEBL1 HERPUD1 B4GALT2 AK3 SLC6A15 HSP90AB1 ABCB6 EIF4B BATF3 SLC4A11 EIF4E DNAJB9 SPATA2L CREBRF CACNA1D CIART TMEM108 CDC14A ABHD17B LYAR UBXN10 PAX6 VGF PTMA RUNX1T1 JADE1 MAX MCM8 ARHGAP20 GTF2A1 HMOX1 IGF2BP1 CTIF NXPH1 SIGMAR1 EFTUD2 MAEL PIGW MPP3 SEZ6L PRKCE ALDH3B1 EIF4G1 LAP3 TSPAN4 ACVR2B HOXC12 SDC1 HOXC11 HOXC13 IPO4 CHRM1 ATXN7L2 KDM3A FHOD1 SC5D CTSF TNFRSF21 ADAMTS17 GPRC5C TIMM10 IVNS1ABP ANXA6 NPTX1 UBXN1 SYBU SLC39A7 ENO3 HSPA4 NAT10 HS3ST3A1 FLT3 METAP1D BEND4 SLC12A5 AMPD2 SIRT1 FBL CNNM1 PPP1R9B UTP18 MMP23A ZNF771 SCFD2 MMP23B RPL13A SREBP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SREBP1_01 SLC36A1 XPO1 SEPTIN3 ADCY2 U2AF2 PHF20 TMEM156 SAE1 TCEAL1 CBX6 TRMO RGL1 DOLK ZIC3 EPC1 SLC49A4 CUL5 BDNF PICALM HOXC5 BEX3 KAT7 RNF146 DSCAM CCAR1 IRS4 ALDH6A1 SMCR8 SOCS2 RNF181 AARS1 FMR1 KLHL28 RAD9A PKN1 DCTN4 KAT5 MFSD5 PIAS4 ARMCX6 RSPRY1 LNPK SNRPA PDCD6IP STMN1 SUPT6H HSPBAP1 DIP2B ANAPC13 TCEAL7 HOXA11 SNX2 AKAP12 BEX1 RRM2B ARPC5 AFF4 DAZAP2 OBI1 C1orf43 RRAGC CYSTM1 HNRNPA3 HOXA2 TCEAL8 MTCH2 TRAPPC8 BLOC1S1 HOXA7 GIGYF2 OTOP2 HNRNPH2 TUG1 JOSD1 BLNK SDF2 ASPSCR1 DVL2 SPPL3 ABR OSGEP TADA1 KLF12 EME1 GGN EIF4B ATP7A LAMP1 DLX2 ATF4 HOXB7 HOXB5 SUPT16H HIVEP1 GET3 HPS5 ALG1 USH1G HPS3 OGDHL PIP5K1A CEP63 CANX C19orf54 TOGARAM1 ATP6V0D1 STX6 ATF7IP CLN3 SOX10 TRPM7 TOPORS MCM2 PRKCE KLHL24 CD164 UBE2B GTF2H1 EIF4G1 ATP6V1A FAM13B HOXC11 CUTA GNB2 ZFYVE26 GRN IGF2R ZDHHC13 COMMD3 TOP3A CNPPD1 LCP1 ZMYND12 RAB3A SNX16 SLC35A5 HK2 QTRT1 PSME3IP1 SETD2 TMEM199 RETREG2 MARCHF8 SET NR1D1 CAMK2D CHD2 ARMCX3 GPNMB APEX1 FEN1 USP31 NAA50 PPCS KAT14 KRTAP9-2 UBE4B MICU1 TMEM258 POLR3C SIRT1 SNAI1 ASIC2 GLA MRPL27 BAX GSK3B NSD3 RNF115 RAB22A POLDIP2 TCEAL3 DUSP8 VPS26A SREBP1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/SREBP1_02 MEF2C GFAP PDP2 ZNF532 MORF4L2 SPI1 EIF5A FGF12 IFT80 CD2AP PTMA ATP2B2 KMT2E ELOVL5 PACSIN3 SMC4 SIK3 POU4F2 RARA LOXL1 CD247 KMT2D ZFYVE1 RHOG HYAL1 PHOX2B SEH1L NOL4 POU2AF1 RCOR2 TAOK1 KTN1 INCA1 UBE2B KIF1C PRKD2 DDR1 ARMH4 DHRS3 SSTR3 UNC13D GNB2 CHRM3 GNAS INPP4A NRGN PTCHD1 PATL1 PLA2G3 SEZ6 CCDC24 RBP3 STX4 FBRS GREM1 ZFP36L1 JUND WDR13 ADGRB3 HS6ST2 NDRG2 NOTCH2NLA BAZ2A PLAG1 CPA4 SHISA6 ATXN7L1 CEBPB DLGAP4 NF1 OSBPL7 NTN4 C6orf223 DPYSL2 XRCC6 CACNA2D3 YWHAE RAB33A SREBF2 FOXP2 NOTCH2 HOXB1 CORO1A TOM1L1 HOXB8 BCL6B KCP TEX2 HAND1E47_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HAND1E47_01 MEF2C DLC1 UTS2 NOG STAU1 GDF7 STAT5B ADCY6 SNCA EDN1 LEMD1 PAN2 USP51 FAM241A ACTG2 LBHD1 GRIN2D BTBD3 CREB3L2 COL12A1 KANSL3 PIANP PI16 STAG1 BHLHE40 SLC12A8 RRP36 TENT5A CNTLN RCOR2 MYH4 C2CD2L POLA1 MYH6 ZFHX3 CTNNA3 SAG PCF11 ZBTB18 SSTR1 MAPK3 HSD11B1 PPP6R3 HAS2 PELO STC1 ATP6V1G3 RAB10 WDR5B HOXB13 GNL3LP1 MYT1 ACKR1 ACAD11 TAL2 TPGS1 USP49 MUSK EPHB6 LHX1 STX18 DMD SBSPON IL1RAPL1 PPP2R2C CDC42EP3 FBXO8 NKX2-3 SPOP KLF5 DVL3 VWA5B1 LAPTM4A TGFBR1 RSPO2 ST13P4 FER1L6-AS1 RALYL RPS6KL1 TNKS1BP1 DLX5 ECHDC2 RWDD1 RIT2 CPLANE1 MAB21L2 GLRA1 PDZD9 NKAIN3 SLC15A2 LY86 SNHG29 NUB1 RTN2 FBXL19 FERD3L ANKRD17 GOLGA7 NUBP2 SERTAD4 C10orf71 RAB6A FBXL14 NR2F2 XCR1 JPH1 ZDHHC1 ADAM11 SEPTIN4 UBA5 MMP14 CLC GPR37L1 SLIT3 ELMO1 TAF10 ATXN1 C22orf31 DACT1 ASH1L WNT9A C7 MECOM FBXW4 OFCC1 XKRX ZNF366 ZFP36L1 TMCC1 BBS12 LRRTM4 BCL11A DDIT4L NUP210L SUPT4H1 ARMCX1 WNT8B SELL PAK1IP1 PMEL FZD1 PPP1R10 ELAVL2 MTF2 ELAVL4 DUSP5 LINC01465 C12orf50 GSK3B ZNF462 TC2N NEUROD6 BAMBI C1orf122 CDH10 CALM1 LIX1L LARP4 LMO2 LMO3 C17orf102 AMMECR1L LMO4 STK36 IER5L AGR3 RNF112 BEST2 HOXC6 RNF113A ANK1 RBMS3 TENM1 LGI1 S100A10 PHYHIP ALPK2 TAT IL11RA EP300 ZNF516-DT MRPS18B RNF25 CEP44 STMN1 MAMDC2 SYT16 TMEM132E MYL1 NSG2 CCDC88A BMPR2 SOX5 TMEM204 CXXC5 ANGPTL6 UBE2D3 ELK4 PTK6 HOXA6 TFDP2 IMMP1L NYX LPL PWWP2B ITGA1 NEUROG2 WRN DMTN SLC25A12 PHF3 EBF2 HOXB6 TMPO UBE2E1 GPR173 CELF3 TSHZ2 ZSWIM8 OGDHL FBXL19-AS1 VGF CBFA2T2 RUNX1T1 ARHGAP6 SLN EMID1 YRDC SV2A MRTFA NRG1 TMPRSS11A ELP4 PURG GPR19 PRKCH SLC38A11 MBNL1 CDK2 PURA EML4 EIF4G1 EYA1 RBM33 LIX1 ITGB1BP2 CDK2AP1 CTDSPL2 KDM3B COMMD1 NRK KLHL10 PTMS PTCHD1 LCP2 ABLIM1 VIP HYPK GGT6 CALD1 LRMDA CLVS1 RAG2 ODAPH HRH3 LONRF3 COL27A1 POU2F1 FAM91A1 NFATC2 DCX DCHS2 PLP2 NGEF NCDN NT5C3B CREB5 DPYSL2 NDUFA1 WNT2B GRHL3 VWF DCDC1 DMBT1 STAT_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT_01 S100A3 SNCB IL6ST MASP2 HNRNPR PDLIM1 XRCC1 PAN2 PLEC CITED4 CCDC25 ADORA1 ACBD5 SRSF6 BDNF BTBD1 CERT1 NT5C2 LIN28A RFFL MAP2K6 MIR22HG POLK SCN2A FANCB MECP2 F9 SERPING1 UBR1 DCUN1D3 NME7 PPARGC1B ZNF233 GRB10 ADAMTS9 ZNF235 LRRC29 COLQ VASN JUN PRDM1 RAB10 MYO18A NEK6 PNMA1 ADAMTS4 TMEM60 EMCN PPP2R3A ENPP2 TET2 TAL1 ZNF112 ARIH1 NOA1 AGRP LAPTM4B NTF4 EXPH5 KLF13 MAP2K3 ASXL1 CHI3L1 HOMER2 GPR153 LASP1 ARF3 DLX4 TMOD3 LYRM1 GK IFTAP CEP41 MAB21L1 CLEC1B PPARD NRP1 BACH2 RBM14 FOXA3 IFT80 CKB HHATL SCRG1 SMC4 SERTAD3 COQ8B ZNF546 ICAM1 SYMPK MBD6 CBLIF GZMB IL18BP CCND2 PROK1 SLC26A9 MOSPD2 USP25 PLA2G3 RAB3B HSD3B7 CREM TMEM100 BET1 TRIM15 POLR2B PCOLCE ARL6IP5 ZFP36L1 SET LIN54 AGT RAB11B BCL6 TCEA2 CDK18 ETV5 RASA1 APBA1 BCL9 PI4K2A IPO11 TRIM25 SOD1 CISH MRPL24 PLSCR1 DUSP4 GSK3A JADE2 DGKZ ABCC5 ZNF582 EHMT2 HJV GPATCH4 SKIDA1 LMO3 VTN ITPKC CXCL11 CNOT4 BATF PVALB ANK3 RRAS ASPH ZNF180 SCAMP3 SOCS2 IRF8 VAX1 WDR81 RELCH HOXD9 ARHGAP36 MAP4K4 ZNF516-DT IWS1 TFAP2C ASCL3 SLC38A5 LINC00652 TMEM208 CCL2 CPSF7 PANX1 ADAMTSL3 CLU BMPR2 GMPPB HOXA2 TCERG1 FGA RUNX3 ZNF423 FN1 AP2M1 MAFF LPO RFX4 SLC6A14 HACE1 NR4A3 DOCK4 HOXB4 EIF4E TNFSF11 SARM1 NEDD4 CPNE1 CREBRF NKG7 CACNA1D PRPH TSHZ2 GABBR1 TMEM95 VGF TNS2 GPC4 AKT1 SDHAF2 SLC1A5 PCDH1 DRC7 SEPTIN9 NUDCD1 PSMD3 OIT3 NFIL3 TNIP2 SEC24C NDUFS2 PHC1 LTA SSBP4 IL18RAP PTCHD4 IGFALS SBF2 MPP6 IRF2BP1 ZNF689 SMC6 OSM SDC1 STXBP6 GPHB5 PSD LIX1 SHKBP1 ATXN7L2 CXCL17 VIP FAM98B BCLAF1 IFT43 RPS15A EDEM2 ATP5MC2 C1QTNF7 MYOG BRINP3 GEN1 THPO CD40LG FLT1 DTX2 CBL C4BPA POLR2M LEP PPP1R9B RDH10 MED24 IRF1 STAT1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT1_01 SNCB PASK HNRNPR TMEM95 TCEAL1 SDHAF2 PARN PCDH1 DRC7 BTBD1 LIN28A ARHGAP8 TNIP2 GABPB2 EIF2B4 WNT10A SSBP4 SCAMP3 ANKS1A RELA SERPING1 UBR1 GOLT1B SMC6 PTHLH ARPC1A SDC1 ZNF235 LIX1 CEP44 ZFPM1 RAB10 SLC38A5 CPSF7 TXN2 IFT43 TPI1P2 CCDC85B GREM1 SEC14L2 SET STX12 BCL6 CEP164 TCEA2 GEN1 VPS53 TRAF4 FBXO8 APBA1 TNPO3 MUC1 CD40LG BRD2 GABRA1 ASXL1 SLC6A14 CISH POLR2M PPP1R7 GSK3A ARF3 NSD3 TDG CREBRF JAK3 IFTAP ZNF446 LRP5 CAGNYGKNAAA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGNYGKNAAA_UNKNOWN FAM117A CLSTN2 GABRB3 RPL13 GRIK3 HNRNPD RORC SYNCRIP CBFA2T2 HIGD1B CHMP2B PRKACA SAP30L DHX30 AKT2 PITX2 ERGIC1 CLIP1 PTCHD4 CNTN6 PDE4D TGIF1 PPP1CB ACVR2B ZBTB18 PRKD1 LIX1 EIF4A2 MYO18A CER1 EDA SRSF8 TET2 UBALD2 NNAT ONECUT2 FBXL21P NR3C1 CDH5 TRIB2 UBR5 GAD2 TPI1 ALB MPPED2 HOXA7 HECTD2 RHOBTB1 TNFRSF19 APPBP2 TRAM1 NKX2-2 PLAGL2 AFF3 PLPP7 GPBP1 WDTC1 BMP1 MED27 GNRH2 PLAC1 ATP1A2 CACNA2D2 EMILIN3 SOD2 MEF2D HOXB2 ORAI2 ETS1 BNC2 YPEL5 SYTL4 GFRA1 GRK5 TBL1X POFUT1 SOBP TBL1Y STAT3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT3_01 VIP SLC38A5 MAFF ICAM1 CCL2 ASXL1 IFT43 CLDN5 HNRNPR SERPING1 UBR1 CISH ELMO1 SDHAF2 ZNF112 BTBD1 IRF1 CREBRF PROS1 GEN1 APBA1 TRAF4 MEF2_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/MEF2_02 S100A4 MEF2C RPP38 ITGB3BP NOG ADCY2 SLC9A5 ATP1B2 NELL2 LUZP1 HDAC7 AQP1 DIRAS1 STAC GRIN2B CCN2 CARNMT1 PRMT3 TBPL1 TWIST1 ARHGEF38 TYRO3 RCOR1 CRTAP ZHX2 PPP1R3A PPARGC1A ZBTB18 ARMCX6 JUN SIPA1L1 CAMK1 SMPX WFDC1 TSC22D1 CLCN1 PPP2R3A PTCH1 GPBP1L1 XK KY ASB16 PPP1R3D DMD KLHL40 ARAP2 RIPOR1 PLAGL2 MACO1 SLC32A1 ESRRG MYOZ2 CSRP3 SLAMF1 TNNI1 TNNI2 GPR153 ZFAND5 EPHA7 KCNJ9 ATP2A3 RGS3 GRK7 PYY THAP12 LZTS2 ZNF385B LINC00310 CPEB4 FITM1 TRMT10A NBEA ART5 C10orf71 SIK3 SIK2 NR2F1 ADAM11 RAP2C SLC25A4 LYN CACNG3 ZNF362 CKM GNB4 PYY2 RASD2 NEXN-AS1 H2AC1 USP2 IKZF3 CLDN14 RPP38-DT TCEA3 MYOM2 CKMT2 ARR3 BCL9L SUPT4H1 FBXW11 VXN MLLT3 H2BC1 CPT1B HAPLN1 DZIP1L ATP1A2 DGKI ELAVL4 CAPN3 CNPY2 ABRA MEOX2 PCMTD1 RBFOX1 BNC2 GYG1 HPGD RALY SLC8A3 TNNC2 HJV GABRB3 TNNC1 GABRB2 RASGEF1B CASK NCAN FGF12 SLC2A4 MYOCD S1PR1 RBMS3 KRT222 MIEF2 PLEKHA6 LBX1 IGSF9B ALPK2 MFGE8 NR0B2 ARNTL IRS1 ST6GALNAC5 TNNT2 LRRC39 ZNF516-DT TRIM33 RASGRF1 DLL4 SMARCA1 KLHL41 SMARCA2 SPTB PACS1 ZRSR2 MYL2 FBXO40 MYL1 AK8 SOX5 TIMP2 EXTL1 H4C1 GPR27 TEF RHOBTB1 NDRG2 MRPS23 RFX4 ADAM23 JCHAIN NR4A1 CACNA2D3 FOXP1 HOXB4 ATF3 ITGA7 H3C1 ADRA1A HIVEP1 MAFA HDAC9 AMMECR1 SYNPO2L GPC4 PAK6 KCNQ5 PCBP2 POU4F2 ESAM POU4F1 SV2A DLG2 TFIP11 KLHDC8B SCAI ESR1 KTN1 ARHGAP26 TRDN TMEM71 EYA1 CA7 NREP TNNI3K CNTN1 KPNA3 CASQ1 TMEM182 CASQ2 PPP2R2A HS3ST5 NDP TPM2 PMEPA1 ARPP21 RASGRP3 NFAT5 LARS1 ADAMTS12 COL8A1 ACTC1 DOCK8-AS1 COL13A1 SPACA9 CELF4 AMPD1 TP63 CUX1 KCNN1 AKR1B1 FBXL22 POFUT1 RETREG1 NPNT MEF2_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/MEF2_03 MEF2C AARSD1 ADCY2 ATP1B2 NEIL3 LUZP1 AQP1 HDAC7 RTBDN OGN RUNDC1 DIRAS1 STAC GRIN2B SEMA7A CARNMT1 PRMT3 TWIST1 TYRO3 ARHGEF38 CRTAP HCFC1R1 PPP1R3A SSPN PPARGC1A PTPRO MGAT3 ZBTB18 ARMCX6 JUN SIPA1L1 WFDC1 SMPX PRDM1 TSC22D1 CLCN1 PPP2R3A ZC3H10 PTCH1 NEK2 HOXA11 TRHR PDLIM5 TRAK2 XK STRADB ASB16 PPP1R3D MUSK YJEFN3 DMD IL25 RIPOR1 CDC42EP3 C9orf24 PLAGL2 MACO1 ANKMY2 SLC32A1 MYOZ2 SLAMF1 ZFAND5 EPHA7 KCNJ9 ATP2A3 PYY MAB21L2 NCOR1 GPR85 LZTS2 ZNF385B XIRP1 CPEB4 FITM1 TRMT10A NBEA EFHD1 ART5 SIK2 VCPKMT NR2F1 LRRC20 ADAM11 RAP2C LYN LINC00670 ARHGEF15 SLC26A6 ADK GNB4 PYY2 NEXN-AS1 MIA2 H2AC1 USP2 SLC25A34 SCML1 NDUFAF3 CLDN14 TCEA3 LRRTM4 BCL9L CD24 THBS2 FBXW11 VXN MLLT3 H2BC1 HAPLN1 CPT1B ATP1A2 DGKI ELAVL4 KRT28 CAPN3 CNPY2 MEOX2 BNC2 GYG1 HPGD OPN3 SLC8A3 RALY TNNC2 HJV GABRB2 FGF16 RASGEF1B CASK NCAN FGF12 HLX FAM81A SLC2A4 AAK1 S1PR1 KRT222 LBX1 IGSF9B ALPK2 MFGE8 ARNTL IRS1 RTL9 ARHGAP36 LRRC39 RASGRF1 HSPB3 SMARCA1 SMARCA2 FBXO11 PHKA2 GAL3ST3 ZRSR2 MYL1 AK8 SOX5 EXTL1 TIMP2 HOXA3 PDE6D H4C1 SLC30A1 ELK4 TEF NDRG2 RFX4 JCHAIN SLC6A13 NR4A1 SHANK2 FOXP1 FOXP2 ATF3 HOXB7 DYRK1B H3C1 ITGA7 HIVEP1 PTPN1 HDAC9 MYLK PRRX1 AMMECR1 SYNPO2L BZW2 GPC4 PAK6 FOS KCNQ5 C18orf25 TPP2 RHOB ESAM POU4F1 SV2A DLG2 PTCHD4 CDK8 ESR1 KTN1 MBNL2 ARHGAP26 PURA TRDN TMEM71 EYA1 CA7 ITGB1BP2 CNTN1 TNNI3K KPNA3 CASQ1 CASQ2 NDP CTNND2 TPM2 PMEPA1 RASGRP3 ARPP21 AP3M1 NFAT5 ENO3 SMIM8 COL8A1 PIK3R3 DALRD3 ACTC1 SPACA9 CREB1 CELF4 AMPD1 TP63 MGST3 THOC6 KCNN1 CUX1 AKR1B1 POFUT1 NFIB MEF2_04 http://www.gsea-msigdb.org/gsea/msigdb/cards/MEF2_04 RALY PREP CTHRC1 ADCY2 SCML1 ASB16 NFAT5 SLCO5A1 LGI1 PRMT3 NR2F1 TRPC4 RAP2C MACO1 CYP46A1 ANP32D TMEM163 GJD2 DGKI ELAVL4 PPARGC1A MGST3 EYA1 ZBTB18 CUX1 NRAP AHRARNT_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AHRARNT_01 AJUBA MAEA XPO6 PDGFB RBM6 JAG1 MXI1 TGFB1 WNT4 ATOH1 BDNF CCN2 SRRM2 H2AZ1 STAM PITPNC1 BHLHE41 ADAM9 OPA3 RARG STC2 ANKS1A USP1 FANCB MAGED2 LUC7L3 TACC1 TNKS2 HES1 SLITRK1 ZMYM2 DLL4 NAGLU TFAP4 SPEN ONECUT2 SOX4 ELK3 SESN2 CCDC177 UGGT1 MOV10 ZEB2 HOXA5 TMEM53 LHX1 USO1 PABPC1 RUNX1 HECTD1 GABRA1 HPCAL1 SYT12 NR4A1 NEUROG2 KLF15 PCDH17 AGFG2 DCHS1 TM2D2 PHF1 JAZF1 RGS6 PPRC1 HOXB9 RGS8 PHPT1 MARCKSL1 SOBP MEMO1 CREBZF PAX6 GSX1 PAX2 KLF10 PCDH1 PHF21A PAGR1 GTF2A1 CNTNAP1 ZBTB20 WFIKKN2 SHC1 IP6K2 GHR EGR3 PTCHD4 FBXL20 PTF1A MMP1 CDK6 MBNL1 RBBP7 PDP1 TAF11 CEMIP GRM7 EIF4A2 ATXN7L2 MOSPD2 HELZ2 C12orf57 DMC1 SEZ6 CKS1B SPOCK2 BRSK1 ABTB2 ZBTB8A HK2 TPI1P2 EPB41L4B NR3C1 CCR10 TCF7L2 BCL11A CYP26B1 CAMK2D C8orf82 ACSL4 FOXD3 TNPO3 SOAT1 INSM1 GNAO1 DTX1 SGK1 IL7 ELAVL2 NLGN3 VEZF1 TRIM23 ELAVL4 CNNM1 WSB1 KAZALD1 NIPBL CRH NEUROD2 ID4 REPIN1 MEX3B ARNT_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ARNT_01 MRPL40 AGO2 HMGN2 B3GALT6 PHF20 SYT3 HIRA SYNCRIP SYT6 IRF9 HOXD10 EPC1 ZFP91 BDNF PICALM CRY2 PPP1R1B FOXF2 BHLHE41 MAP2K6 CCAR1 RCOR2 TSKU KLHL28 DCTN4 CXorf56 SCYL1 PRDM4 ARMCX6 MNT SERBP1 ADSS2 HOXA11 AKAP12 ARF6 AKAP10 PPAT ATP6V0B PPP1R3C KBTBD2 CCNYL1 TXLNG TTLL11 NKX2-2 NUDC CEP83 SPPL3 BMP4 DVL2 DNMT3A ODC1 ESRRA KMT2A EME1 CELSR3 SMYD4 RALYL FLVCR2 PPRC1 MAP7 GK C15orf39 RTN4 LZTS2 C16orf72 CPEB4 EIF3A AP1S2 ANKRD12 WASHC4 JPH1 STX6 ATF7IP CLN3 LTBR KIAA0586 CD164 ARRDC3 DERL3 RBBP6 GTF2H1 ATP6V1C1 IGSF22 GAPDH SLC25A31 POGK URI1 TMEM59L KCNH4 PDIA2 CA14 SLC39A11 CACUL1 ZBTB10 DNAAF6 EPB41L4B QTRT1 CIPC PSME3IP1 CSDE1 NR1D1 BCL11B B3GNT9 TBC1D5 ARMCX3 PER1 ETV1 AATF SYNRG SNAP25 ETV4 FOXD3 SHMT1 BRD2 ZNF565 ILF3 ANKHD1 ELAVL3 RLF NEUROD2 UBA1 NEUROD1 PAICS DUSP7 VLDLR NR5A1 XPO1 NIT1 PDGFB AMMECR1L C17orf102 FGF14 NTN3 MANF JAG1 TCEAL1 TRMO TGFB2 CBX5 TBC1D15 GATA5 GATA4 TIMM9 SLCO1C1 IL15RA IFRD2 MTUS1 KAT6A DSCAM PABPN1 SCRT2 ALDH6A1 NMNAT2 PLEKHA6 ZNF593 ZNF711 ANKHD1-EIF4EBP3 RCL1 HNRNPA1 RSPRY1 BMP2K TESK2 MGME1 STMN1 DNTTIP2 TRIM27 PRPS1 SLC38A5 PBRM1 DIP2B TFAP4 SNX5 SNX8 SNX2 COPS7A SPINK5 ABCA1 FXYD6 COMMD8 OBI1 C1orf43 HOXA1 TCERG1 MTCH2 DDX3X DENND6A NPM1 HOXA7 TEF PCDHA10 PCED1A RHEBL1 NEUROG2 ARMT1 EIF4B HOXB4 BATF3 LAMP1 DNAJB9 EIF4E HOXB7 HOXB5 PLCG2 SPATA2L HSPD1 VARS2 HPS5 UBXN6 KDM6A HPS3 OGDHL UBXN10 PAX6 VGF PTMA PHC3 RMND1 AMDHD2 PAK2 BOK UBR4 TOGARAM1 VPS16 IGF2BP1 ZCCHC7 SIGMAR1 NRIP3 SHOC1 TRPM7 RAB3IL1 LEF1 CARMIL3 MBNL1 UBE2B ATP6V1A HOXC11 ZFYVE26 COMMD3 PSME3 NUP62CL REXO2 ADAMTS19 SLC35A5 EGLN2 TAC1 UBR5 RPA1 NPTX1 UBXN1 ILF3-DT RNF128 CHD4 NAA50 KAT14 FLT3 NDUFA7 BEND4 UBE4B SRFBP1 MICU1 AMPD2 VPS37B SIRT1 CNNM1 RNF44 UTP18 MMP23A MMP23B RPL13A UBALD1 DYM AHRARNT_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/AHRARNT_02 EGR1 CNTN6 HINT1 AMPD2 CBX6 SORCS3 HES1 HDAC3 ATOH1 NRF1 RELL2 MEIS2 SUPT16H CREBRF MAPRE1 NKX25_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX25_01 MEF2C GDF3 AGO2 STARD3NL FGF16 CRABP2 CDCA7L RINT1 FGF10 LEMD1 AQP6 HOXD1 TPD52 ELP2 WNT3 HOXC4 CMTM4 PDGFC STAG2 MAP2K5 RAB27A PHOX2A LRRC4 EGFR STC2 EMSY TRIM55 CRTAC1 RNF181 MYH2 MYO3B HTR4 NR0B2 TGIF1 DCTN1 CLPX CTNNA3 PRDM8 MAP4K4 LHFPL1 PSMA3 MIR9-1HG SMARCA1 ADAMTS5 ZNF41 LY6G6D FOXO1 MYL1 PCDHAC2 TBXT GPR27 GGT7 MAML3 TCF4 EGF CDC42EP3 NKX2-2 KLF5 LRGUK TTC9C C6orf15 TEAD1 SMYD1 CACNA2D3 PCDH17 KCTD4 BEST3 HOXB4 DLX1 RGS1 UCP3 NEDD4 ZIC4 RGS8 MAB21L2 PDZK1 TSHZ2 PAX6 CTCF MBP HIGD1B C18orf25 PCBP4 PAX7 ZNF654 SPATA19 JPH1 SLC22A2 NKX2-1 IRAK1 PGM2L1 DDR1 CFL2 NEXN-AS1 EGLN2 LINC00649 GPM6A BCL11B BCL2 BCL11A LRRTM1 PPP3CC SLC39A6 FEZF2 SCNN1G TLX1 USP32 BCL9 WNT8B PDK2 CSRNP3 MCF2 CREB5 LMX1A LINC02880 RASL11B ASIC1 NRAS BNC2 GSK3B SDF2L1 IQCD TMEM126B EBF1 KCP CUEDC1 LUC7L NKX25_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX25_02 LTBP1 HMGN2 NELL2 PTPN21 RORA SOHLH2 BBOX1 AQP3 CITED2 ALKBH5 GNG8 ADGRL2 SRSF7 DSPP COL12A1 RPL10 BAIAP2L2 MUC15 TSPAN2 ATP13A4 MAP2K5 PITX2 C7orf33 INA WNT10A CRISP1 LUC7L3 TBR1 FAM53B AC141586.1 VGLL1 OSER1 TMEM178A HAS2 VGLL4 RALGPS2 ACP6 GRHL1 CHCHD7 POMC KCNJ3 TAB2 OTP HESX1 SEMA5B PCNT NECTIN3 DMD MAML3 GAD1 DNMT3B PLAG1 CBLN4 KLF12 SMAD6 PPFIBP1 ESRRG EN1 ATP11C SHOX2 DLX1 NOTCH1 WIPI1 C10orf82 DLX5 NTRK2 ECHDC2 RWDD2A DNAJC22 PRR34 H3-3B CEP41 MAB21L2 TCF12 SLC16A14 LINC02875 FGF7 RAB5B ALX1 GJA1 LRRC15 NAP1L5 SORBS2 WHRN LNPEP AP1S2 SIK3 HHIP SPINK6 WDR33 FGF3 ZNF354A INPPL1 ARRDC3 OTUD7B FLNA INHBA SYT9 EREG PROK1 ZNF277 PRMT5 NSD1 TBX19 KCNH5 SCML4 CER1 OPN1LW HSD17B2 GPR65 RCC2 NEO1 EDEM1 ZDHHC21 HPSE2 FBXW11 HTR3B SYNRG WNT8B FLRT2 USP40 CYTH3 TBXAS1 CTLA4 PDZRN4 ELAVL2 STAT3 LRP1 SLC16A6 NHLH2 LRP2 C1orf122 HTR2C VLDLR GNA13 DNAJC5B FGF19 JDP2 FOXN3 LMO3 RNF39 LMO4 FGF10 UBQLN1 S100G KLHL1 HOXC6 ATOH1 DAB1 SLC25A25 ANK3 HOXC4 HOXC5 MS4A1 ROBO3 SLC4A4 TFAP2D KRT222 KLF6 LINS1 LRP1B PRKAB1 CDIN1 HOXD8 ROGDI HSPB3 ASB7 ONECUT2 TET1 TCL1A ANLN CXXC4 REEP4 ANAPC15 FBXW7 HOXA3 MEIS2 RNF11 ZNF423 GABARAPL2 PRRC1 NEUROG1 SLC6A15 NR4A3 FOXP2 DOCK4 UBR3 EIF4E CXCL14 PDE7A ATF7 HOXB6 KCTD15 DNAJB4 HDAC9 TAFA1 CACNA1C PHEX UBE2E2 KCTD12 LINC00303 ABHD17B UBXN10 PRRX1 PAX3 PAX2 GPC4 YRDC DLG3 PPP1R14C IMPDH2 NKX2-1 CCDC149 TENM3-AS1 TRPM7 PCDH9 MBNL2 SEZ6L NRXN1 GJD2 HMGA2 TRPM1 CTSK EYA1 PPM1E NRL CFL2 MOSMO KLHL13 TRIM24 CA4 CNTN4 SEZ6 TMEM182 VIP APCDD1L ABLIM2 DPF3 EDA GPRC5D HS3ST2 MINK1 EGLN1 TPM2 LINC00311 RIOX2 SKAP1 ARHGEF10L RGS12 POU2F1 MSI2 DCX PLPP3 CNNM2 PTPRC DPH1 FLT1 CEP120 PNOC SLC6A5 SULF1 TMEM126B TBL1X TIAF1 CHRNA10 TBL1Y RNF111 PPARA_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PPARA_01 RTN4 RPL19 MARCHF10 PGF MASP2 CACNB1 ATN1 BICC1 PRDM16 SRC CDK16 SLC23A3 TNS1 PEX16 CALCOCO1 NR2F6 MLLT6 HNRNPH3 ETFB DNAJA2 KLF5 ESRRA ZNF547 PTPRG PAPLN FBP2 SAMD14 PPARGC1A CDIN1 SS18 CD36 HMGCS2 TOMM70 HOXD3 GPR52 PDZK1 MYH10 CATRRAGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CATRRAGC_UNKNOWN FGF14 LMO3 AMMECR1L RORB SART1 HOXD10 HOXC6 SRSF6 ATP2B2 HTR1B ANK3 HOXC4 RAVER1 ACY3 TSPAN17 ZNF276 TENM1 WNT10A HNRNPUL1 STC2 MYH1 NUDT4 PLXNB1 HNF4G ZKSCAN8 AP5M1 SPAG9 HHEX MAP4K5 SSC4D MNT EFNA5 HMGB1 ADAMTSL1 DIAPH1 ALDOC HOXA11 TFE3 ITGB4 RER1 PANX3 AFF4 RAB7A ZNF513 RASAL2 TEKT5 HOXA3 TCERG1 ATG9A TSSK2 PCYT1B BCOR HCN4 RUNX1 DHRS11 ZNF423 MACO1 GPRIN3 SMAD6 CELF2 NEUROG1 PNCK MYOZ2 DDX5 SHOX2 TBC1D10B HOXB5 MAP2 HPCA SOBP TLN1 LZTS2 TBX21 PRKAG1 PAX6 KRTAP13-2 FBXL19 KCNQ4 DNAJC14 UBR7 ZNF654 POU4F3 SMTNL2 DPP8 COL11A2 CHRFAM7A COL11A1 NXPH1 TFAP2E MPP3 CARMIL3 NRXN1 FAM83H SRRM3 EIF4G2 CHGA GON7 MOSPD1 MDM4 KCNH2 GADD45A RAPGEFL1 CLN5 CEP95 USP2 REX1BD ZNF271P ABTB2 SETD2 FSBP GPM6A LONRF3 GBX2 FEZF2 SPATA3 TLX3 NFATC3 MYF6 CD40LG MAG ERG MIR17HG CREB3 JARID2 NLK FZD1 QSOX1 DRG1 YWHAE SELENOS LEP EXOC5 ANKZF1 TIAF1 MORN1 ASIC5 PCGF2 PRSS27 TOB1 EGR1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/EGR1_01 HMGN1 MEF2C STARD13 SLC9A7 HMGN2 ATP1B2 WDR44 MSL2 IRF2BPL APP MAP3K4 PLOD3 CREB3L1 RAB26 CARNMT1 FAM122A SH3GL3 ANKS1A ARRDC1-AS1 HCFC1R1 GPR132 FRA10AC1 PPARGC1B SSTR3 HAS1 MNT ZNHIT1 KAT2A FUS ADSS2 RALGPS2 PTCH1 ELL AKAP12 ZNF232 XK SYVN1 EPHB1 ACE TRA2B CBARP DVL2 GIT1 MACO1 TTC9C KLF16 DDX5 PCDH17 PORCN DDX6 TCTA ARF3 DLX4 SMYD5 KLF3 KCNAB3 PRRT2 GLRA3 AP3S1 ISG20L2 KDM2A MYB SIK2 SERTAD1 C12orf75 HYAL2 ICAM5 SF1 TLE3 TLE4 RBBP6 HNRNPDL TAF11 PJA1 YPEL4 GNB2 XPR1 NAB2 SH3KBP1 RAPGEFL1 KCNH5 SDCCAG8 UBASH3B RPUSD4 PCOLCE SEC14L1 PSME3IP1 PCSK2 GPHN RASSF7 FAM214B NDUFA4L2 CDK17 ETV4 ING2 BRD2 CEP70 TBX3 NLK FZD1 L1CAM YWHAE RPS6KA3 UBTF KREMEN2 WDR48 LMNTD2 NEUROD2 ZBTB5 PBX1 RAB39A SLC22A17 KCNC1 DYNC1LI1 PDGFB AP1G1 AMMECR1L MORF4L2 EIF5A RASGEF1A VTN PARP6 NPAS4 CAND1 CGGBP1 CDKN2C PACSIN2 SLC25A23 SELENOF VEGFA PRKACA TBC1D10A SPRED1 KAT7 PITPNA KCND2 CMAS PCIF1 USP1 NUFIP2 RELB HRK LYPLA2 SOCS5 NUMBL HHEX HSPB9 CBLN1 KRCC1 RSPRY1 DLL4 ZMYM2 SHF SMARCA5 RNF24 TFAP2C VAMP2 IWS1 SPTB ALKBH7 LRATD2 TNFRSF12A GRB2 TFE3 CSMD3 HOXA2 KCNS2 EHBP1 ITGB8 CNOT6L HOXA5 HOXA7 LRFN5 RUNX1 HCN4 ATG12 TUG1 PTPN7 RFX4 KCNB2 EFEMP2 KCNB1 MRC2 DYNLL1 GRIN1 TPBG ANKH ATE1 FOXP2 SREBF2 CORO1C SARM1 HOXB8 CACNA1E SCN8A CACNA1A DNAJB5 AIFM1 C9orf72 PRKAG1 CLSTN1 UBXN10 HR GSX1 CTCF CLTC VGF FEV KCNQ5 ORC4 CRTC2 RHOA MGLL RHOB IGF2BP1 IMPDH1 PLEKHH3 EGR1 ARL1 EGR3 OTX1 SOX12 LEF1 PRPF3 HMGA1 MAN2A2 FAM122B KLF3-AS1 UCHL3 NRK ZFPM1 KLHL10 NRGN PTMS SEZ6L2 MATR3 REXO2 ZNF414 NOP53 CEP95 ERRFI1 NFYC EGLN2 CDH2 TPM4 APLP2 TRIB1 SLC25A38 SRCIN1 MSI1 PAFAH1B1 CNN2 CAMK2A BAHD1 ERF CNNM4 AKIRIN2 ZNF827 QRICH1 NT5C3B CLPTM1 THOC6 SP1 TPGS2 NIPBL KCNN2 RRNAD1 FAF1 SH3BP1 NGFIC_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NGFIC_01 MEF2C STARD13 HMGN2 ATP1B2 WDR44 SYNCRIP HNRNPR MAP3K5 BDNF APP SIN3A MAP3K4 CRY2 PLOD3 LUC7L2 FAM122A BHLHE40 PITX2 LRRC4 SH3GL3 STC2 ZHX2 SLF2 NUDT10 NUDT11 SLC25A39 TSR1 SUN2 HAS1 MNT AGAP1 ZNHIT1 AGAP3 FUS ADSS2 RALGPS2 GNAI2 ERBB3 ZNF232 XK CSRNP1 KCNJ1 OTP ACE LANCL3 TRA2B PABPC1 DVL2 GIT1 MACO1 TTC9C SMAD3 PCDH17 NTRK3 SAP130 LASP1 ARF3 SMYD5 RAB2A BCL6B KLF3 PIK3IP1 PRRT2 GLRA3 AP3S1 KCNIP2 KDM2A GUCY1A2 WASHC4 MYB JPH1 SIK2 ERGIC3 SERTAD1 TXNDC12 HYAL2 GSE1 SLC25A5 ICAM5 TLE3 MMP1 TLE4 ATL1 RBBP6 HNRNPDL PJA1 SH3KBP1 KCNH3 UBASH3B RPUSD4 SEC14L1 PSME3IP1 PCSK2 SUMO2 MRPL14 FAM214B DAGLA BCL11B MPC2 NDUFA4L2 BCL6 CDK17 SNAP25 CEP70 RRBP1 TBX2 NLK ELAVL3 L1CAM ETF1 RPS6KA3 UBTF KREMEN2 WDR48 JADE2 AMOT ZBTB2 SLC22A17 KCNC1 PDGFB AP1G1 AMMECR1L GABRB1 TAF8 EIF5A RASGEF1A NPAS4 CAND1 WNT1 CDKN2C CGGBP1 SELENOF TBC1D10A KAT7 TUBA1B GNL1 LINS1 KCND2 PITPNA TRIM55 PCIF1 MADD ZCCHC12 RELA NUFIP2 CA11 RELB HRK NRDC ACTN1 VAX1 RTL9 LRP10 ZMYM2 RSPRY1 SHF NFE2L1 ASB7 SPTB AHNAK LRATD2 TFAP4 GRB2 TNFRSF12A DIAPH1 KCNA1 BMPR2 CX3CL1 PCDHAC2 KCNS3 HOXA2 KCNS2 PRR3 EHBP1 CNOT6L HOXA7 LRFN5 ATG12 TUG1 PTPN7 GABARAPL2 TP53I11 RFX4 KCNB1 EFEMP2 GRIN1 NTN1 SREBF2 CORO1C HOXB7 CACNA1E HDAC9 CACNA1A C9orf72 CLSTN1 VGF CLTC PDCD1 ARHGAP12 FEV ELMOD1 KCNQ5 ORC4 CRTC2 RHOB IGF2BP1 PLEKHH3 IP6K2 EGR1 EGR3 OTX1 SCAI G3BP2 LEF1 PRPF3 MAN2A2 FAM122B KLF3-AS1 AAMP RBM26 UCHL3 KDM3B NRGN ZFPM1 PTMS PNKD MATR3 REXO2 FKBP2 EGLN2 NFYC ATP5MC1 CDH2 APLP2 TPM4 TRIB1 SRCIN1 REL COL27A1 MSI1 PPP1R12A POU3F1 DCX BAHD1 CD40LG ERF FASLG CNNM4 ZNF827 QRICH1 NAT8L TPGS2 KCNN2 FAF1 SH3BP1 EGR3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/EGR3_01 C9orf72 HMGN2 PDGFB WDR44 GSX1 CLTC VGF KCNQ5 WNT1 CGGBP1 CDKN2C VEGFA ATP8B2 RANBP1 PRKACA TBC1D10A MASTL IGF2BP1 MYB GNL1 ERGIC3 EGR1 SH3GL3 EGR3 SRRM4 UBE2W CMAS ANKS1A HRK HMG20B POLR1G RBBP6 YTHDF3 SUN2 MAN2A2 TAF11 HNRNPDL ATP6V1C1 SSTR3 FAM122B YME1L1 PDCD6IP PTCHD1 NOP53 FUS RALGPS2 TRMT2A UBASH3B USP4 BMPR2 XK CSRNP1 PCOLCE EPHB1 SEC14L1 SORCS3 SRCIN1 PLPPR1 C2orf15 PRR3 ITGB8 NDUFA4L2 SNAP25 SCN5A ETV4 PTPN7 CD40LG KLF5 ERF PDZD7 TP53I11 MRC2 DYNLL1 PNCK L1CAM RALYL SIRT1 CELF4 ZCCHC14 KREMEN2 SMYD5 TSGA10 HDAC9 EGR2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/EGR2_01 HMGN2 WDR44 MSL2 SYNCRIP DNASE1L2 SIN3A PPP1R1B WWP2 SH3GL3 ANKS1A ZHX2 HMG20B COLEC12 GPR132 SLC25A39 FRA10AC1 SUN2 SSTR3 DOC2A SSTR1 MNT PDGFRB YME1L1 FUS RALGPS2 GNAI2 PABPC4 XK AKAP10 CSRNP1 EPHB3 RIMS1 SYVN1 EPHB1 SORCS3 KCNJ1 ADGRB3 NKX2-2 KLF5 DVL2 PDZD7 PNCK SMAD1 RALYL OSR1 ZCCHC14 ATP2A2 SMYD5 KLF4 RERE KCNIP2 FBXL19 AP1S1 PTGES GUCY1A2 MASTL MYB ERGIC3 SERTAD1 ZNF281 GSE1 FBXL20 INCA1 ATL1 RBBP6 HNRNPDL TAF11 ATP6V1C1 XPR1 NAB2 NUP107 DLK2 KCNH3 RAPGEFL1 UBASH3B USP4 SEC14L1 PCOLCE SUMO2 RASSF7 FAM214B PKD1 USP37 CNOT9 BCL6 NDUFA4L2 SNAP25 ETV4 VASH1 RRBP1 L1CAM ITPR1 KREMEN2 LMNTD2 WDR48 THRA PDGFB VTN ITPKA NRCAM WNT1 CDKN2C CGGBP1 VEGFA EIF3B TBC1D10A LGI1 GNL1 ZNF575 DSCAM UPRT CMAS RELA CA11 BCL2A1 HRK SMARCA5 PDCD6IP SPTB AHNAK DCAF7 PLXNC1 TFAP4 DIAPH1 RHBDL3 BMPR2 SOX4 CX3CL1 SRF HOXA3 PRR3 ITGB8 RUNX1 GABRQ PTPN7 TP53I11 CSTF3 GABRA1 GPRIN3 PRRC1 KCNB2 DYNLL1 MRC2 AK2 ANKH SARM1 LMTK2 HOXB6 CREBRF HDAC9 CHRD C9orf72 PRKAG1 UBXN10 GSX1 VGF CLTC GPC4 KCNQ5 DES COL26A1 IGF2BP1 RTL3 EGR1 EGR3 SRRM4 UBE2W SCAI POLR1G PRKCE KIF1C MAN2A2 FAM122B ESRP2 CFL1 NRGN FSHB PTCHD1 NOP53 ADAMTS15 SRCIN1 PLPPR1 MAP3K3 ARPP21 CAMK2A NFATC3 SCN5A BAHD1 THPO CD40LG ERF FASLG MAP1A MED14 SIRT1 CELF4 MACROH2A2 SH3BP1 OCT1_07 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_07 IGF2-AS CDK14 MAP3K20 SKIDA1 LMO4 LAMP5 NEIL3 FGF11 PTPN22 STOML2 ZIC1 ITSN1 ATOH1 BDNF BTBD3 RARB RAB26 KMT2C MTUS1 ATP13A4 C7orf33 PHOX2B PLEKHA6 CSNK1G1 NUDT3 NUDT6 NOL4L CABCOCO1 BARHL2 TRERF1 DCUN1D3 FAM53B HOXD9 MAGEE2 CD36 BACE2 TMTC2 CADM1 C17orf58 ADD3 FGFR2 RALGPS2 GRHL2 ADORA2A SOX3 HOATZ MYT1 COMMD10 RCAN1 SEMA5B NPHP4 IL25 CCDC80 IL17F HOXA10 LRFN5 RUNX1 BCOR HNRNPH1 IMMP1L TRAF3 COLCA1 DIXDC1 KIF3B NEK10 ASXL1 ESRRG EN1 ATM LINC00470 FOXP2 C2CD5 SALL3 SLC25A13 KCNQ1DN NEDD4 SALL1 ZIC4 PRICKLE2 JAZF1 TMOD2 LYRM1 CD79B PRR34 FAM98A HEPH HDAC9 C5orf38 ABL2 CRYZL1 GPR85 CPEB4 FBXL19-AS1 CXADR RUNX1T1 SLA MBP KCNQ5 FRMD4A XYLT2 KRTAP11-1 CAMKV CCDC91 ZNF148 RANBP6 ANKRD11 SERTAD4 FOXB1 PLCB1 FAM50A NXPH1 TUBB4A MKS1 NR2F1 ELP4 IRAK1 CNTNAP4 MGAT4C LDB2 HEPACAM TSPYL2 CSN1S1 USP28 CCND1 FAM53C FAM122C TNNI3K WNT11 ZADH2 IRX4 CSF3 SCML4 UBE3A ZBTB10 ZNF271P IRX2 NDP CLVS1 NFIX NEO1 ODAPH BRD8 BCL11B POU3F4 HS6ST2 TGM3 ETV1 FOXN3 DTNA RFTN2 CCDC14 GDI1 TBXAS1 NOS1 SCRN1 PDZRN4 SCOC MID1 ELAVL4 ISL1 FZD4 GRHL3 KCNN3 NUBPL NEUROD6 TIAF1 NFIA TOB1 CHOP_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CHOP_01 MEF2C ITGB3BP HMGN2 JAKMIP2 CDK14 B3GALNT1 S100A9 FST HTN1 SYNCRIP STAC WWP2 CYP7A1 CD247 MAP2K6 BHLHE40 PHOX2B TYRO3 ZHX2 TMEM164 MIDEAS C3orf36 PPARGC1A BCL2L11 SRSF2 SERPINF1 PCYT2 TMEM178A STC1 SERBP1 PRDM1 TM6SF1 ADSS2 PTCH1 HOXA13 CYP51A1 HOXA11 CACNB2 NFKBIA OTOS RIMS1 ZBTB37 SEMA5B IL23A WIPF1 MAML3 KLF12 RNF43 GARS1 PCDH17 GGN ATM PCDH18 NTRK3 SFRP2 LASP1 PTCD2 NTRK2 SUPT16H MAP4 PDZD4 KLF3 EVX1 ZNF532 SLC16A11 GLRA2 UVRAG PHF21A SRPK2 H1-4 EXOSC6 ARHGEF6 SHLD2 ZNF362 ANKRD28 ADM PTBP3 EIF4A2 EIF4A1 GNB3 MOSPD1 BPTF ZBTB10 ZBTB11 TPI1P2 PID1 GPHN FSBP LRRTM4 STK40 BCL11A COL6A3 NPAT PER1 NDUFA4L2 SKA2 H2BC5 RNF220 IMMT BORCS7 PDZRN4 ETF1 ITPR1 FAR2 AP2A1 NSD3 LRP2 HTR2C TOB1 CAST SNCAIP NDC1 HJV FGF14 LMO3 SLC6A2 LMO4 FGF11 CASK CBX8 TTN HOXC5 VEGFA SLC4A2 TFAP2D KMT2D IRS4 PLEKHA6 CARS1 IGSF9B FUT11 SOCS5 FGF21 YBX3 TRERF1 HHEX SLITRK3 ROGDI TFAP2B STMN1 NFE2L2 AHNAK FBXO11 LRATD2 RNF19A HMGB1 HMGB2 PLXNC1 SLC38A2 TFAP4 GLUD1 RHBDL3 MYL1 SOX4 CNTFR SESN2 MEIS1 SESN3 VDR PRR11 GPR27 HOXA5 PPL PLXND1 HERPUD1 GABRA1 ITGA3 DSEL TNFSF10 ATF3 LURAP1L HOXB7 DYRK1B HOXB9 CACNA1E KCTD15 PHF6 RHOJ SGIP1 RAI1 CREBZF RAB3IP RUNX1T1 HMOX2 SLC35D1 GGNBP2 SIAH3 SPATC1 NKX2-1 CNTN6 SARS1 PIP4K2B PCDH9 CDK6 MBNL1 PCDH7 CDK5 LCOR SHKBP1 KLF3-AS1 GLRX5 TBCC ITGB1BP2 ATXN7L2 MCC KDM3B JMJD1C INPP4A PPP2R2A AHCYL2 ABLIM1 USP9X SLC35A5 CTNND1 KITLG NUAK1 TAC4 TRIB1 IARS1 TPPP3 SMOC2 MOAP1 NPAS3 SH3GLB2 RTP1 RNF121 OTUD4 TNPO3 ACTC1 CEBPB SLC12A5 NIBAN1 DACH1 DPYSL2 ISL1 GCG ID2 KCNN2 TBL1X GFI1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GFI1_01 MEF2C CDX2 CCSER2 FAM20A EDN1 PDLIM1 LUZP1 RORA ITSN1 HOXD10 HOXD11 BDNF DSPP YIPF4 SOSTDC1 TLK1 RARB MAP2K7 PI15 MAP2K5 MIR22HG POLH NOL4L RNF181 NKX2-8 PREX2 PPARGC1A TGIF1 TBR1 PPARGC1B SRSF2 CCR7 SPAG7 TRAPPC13 COLQ PCYT2 CGN HSD11B1 MCTS1 ADD3 TDRD5 TET2 ITGA10 CACNB2 OTP PEA15 INTS9 PROCR EGFLAM HOXA10 ADGRB3 HNF1A TCF4 RFX7 SLC44A1 BMP4 CNKSR1 KLF12 ZNF521 GAS2 KLF15 LAMA3 ETS1 TCTA JAZF1 TSGA10 GRK6 ALG10 TCF12 JPH4 KCNK16 ABCF2 MSR1 CPEB3 PTEN LRP2BP SERTAD4 ANGPT1 RAB6B ZBTB20 CALN1 NR2F2 AGPAT4 ARHGEF2 AVP H1-4 ICAM4 ANP32C CLMN ICAM5 LINC00670 CACNG3 ELMO3 SLC26A3 H1-6 MPZL3 MIR7-3HG GADD45A PREP EXOC7 CREM USP5 TMCC1 SLC4A7 BCL9L BCL6 HBP1 FOXN3 MTMR4 BCL9 TMPRSS2 PI4K2A BRD2 H2BC5 CTLA4 DLG2 KRT26 TRIM23 ELAVL4 YWHAE EFHC2 GABARAP CDH13 BNC2 CDON CLRN1 PBX1 DCAF11 GFRA3 IL16 LMO3 SKIDA1 XPO5 TLR1 RPS6KB1 ZIC1 KLHL3 ZIC3 CAND1 TOP1 HOXC8 HOXC4 ANKRD40 PHYHIP NUFIP2 PDE4D MRGPRF RTL9 WDR81 NCAM1 PTHLH MAP4K3 CDIN1 HNRNPA0 TMTC2 VPS50 GABBR2 STMN1 TFB1M ASB4 ARFGEF1 TCEAL7 MAP4K2 SOX5 SOX4 GREM1 SOX9 MEIS1 PCDHAC2 SLCO2A1 ATF2 HOXA3 CSAD TFEC HOXA6 HOXA7 GRPR HOXA9 GPR20 PRIMA1 TRAF4 PHACTR3 MYO1C BPGM RPRD2 TPBG SETD3 SREBF2 FOXP2 HOXB3 RCAN2 MARCHF5 MPZL2 DSG3 HOXB8 ZIC4 EBF2 HOXB6 HIVEP3 DNAJB4 PHF8 SLC25A18 CRYZL1 MYH10 TSHZ2 PRKAG1 DDR2 RHOA SOX15 SGK2 STEAP4 NRXN3 CNTN6 PCDH8 MBNL1 IRF2BP1 NEXN HMGA1 LCOR PURA TRDN TMEM71 FAM122B PANK1 BTG1 CHRM1 GRAMD1C ZFPM2 RBM26 CTDSPL2 JMJD1C GPR17 PATL1 TSPAN7 PPP2R2A DPF3 IRX3 GPRC5D CLVS1 ATP5MC2 CDH6 C1QTNF7 C2orf15 MAP3K3 REN PRDM10 CAMK2D PLCD4 FAM91A1 POU3F1 DCX BRINP3 CD40LG NGEF CLEC11A CREB5 CELF4 ID2 SH3BGRL2 PDC EBF1 SP8 MEX3D NFIA MEX3B XBP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/XBP1_01 LMBRD1 SKIDA1 MORF4L2 SRP68 SYT3 MANF CASK IL10 CITED1 RAB1A TRIM46 FOXRED1 EPC1 SRSF5 SND1 RAB24 RAB25 ITCH RPL36AL IRS4 MAGEL2 TYRO3 NMNAT2 TRIM55 PIM1 LRRC59 SRSF1 MGAT2 MRPS18B RBP5 ARFGAP3 PPP2R3A HOXA11 ADCYAP1 HCRTR2 HOXA3 INTS9 USO1 GYS1 SLC30A5 LHX5 GALE PCYT1B TCF4 HNRNPH2 IL1RAPL1 SEC61A1 NKX2-2 HID1 RHEBL1 ASXL2 DHDDS EPB41 GARS1 NR4A3 RPRD2 YIPF5 MOGS RGS1 HOXB7 HOXB5 GOSR2 RBM39 DNAJB4 ELF1 E2F3 OSBP SOX21 CLSTN3 GLRA2 PRRX1 PRDX4 PAX1 JADE1 KISS1 CDC42 GTF2A1 SRPRA SNTB2 WFIKKN2 SEMA3B REEP3 KDELR1 APLN SIK2 SEC24D TM9SF1 ARL1 SHOC1 KIF12 PDIA4 MMP14 KRTCAP2 UBE2B PURA CCND1 EML1 FKBP14 DENND5A RUVBL2 RBM26 PTCHD1 TSPAN7 MAP3K13 ZBTB47 ABTB2 TRIB2 GPR3 NPAS2 BCL11B ARMCX3 HBP1 ARMCX2 RFTN2 DNM3 ZNF827 PPP1R10 GRIA3 QRICH1 ELAVL2 STAT3 XPNPEP1 PLEKHF1 CADPS GLA SP1 PRELID1 SULF1 NEUROD2 HMBOX1 TRPC4AP PRR16 TMEM125 TP53INP2 DUSP7 TATA_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TATA_01 S100A4 MLIP NOG CDX1 MSTN PDLIM7 HTN1 FGFRL1 EDN1 KRTAP20-2 AQP1 DIRAS1 GRIN2B STAC SOSTDC1 GRID2 BHLHE22 H2AZ1 RPL10 MAP2K5 COL10A1 ARHGEF38 MYH1 CRYAB MYH3 MYH4 KRT10 CYP1A2 PDYN SRSF3 CTNNA3 NNT KRT77 STC1 ADAMTS1 TSC22D1 PNMA1 CLCN1 ZC3H10 HOXA11 PABPC4 RBP2 XK POMC ASB16 SERPINH1 KRT24 LIF KLHL40 HOXA10 LHX6 KRT2 PLAG1 TCF7 CBLN4 ANKMY2 ESRRG SMYD1 MYOZ2 DDX5 GH2 GH1 RGS1 GBE1 TCTA RGS4 KRTAP4-1 TMEM117 H3-3B KLF2 CSH1 BACH1 SCHIP1 CSH2 PPARG MITF BNIP3 CKB MMP20 SELENOP SLC50A1 FGF4 ANGPT4 ARHGEF2 ADAM11 EGFL7 SLC25A4 H1-2 ACTA1 H1-5 H1-1 MMP10 H1-6 CKM EIF4A2 GADD45G WDR82 PATZ1 CRYBA1 NPPA H2AC1 CIPC GCH1 MIP ZFP36L2 CYB561D1 AGT SUPT4H1 SIM1 H2BC1 MYF6 MAT2A JARID2 NASP KRT25 PPP1R10 KRT26 ELAVL3 MID1 TTC17 ITPR1 DKK2 DKK1 CSNK1E PTP4A1 C2CD4A TUBA4A TUBA4B FGF19 TNNC2 IL17A CRABP2 FGF16 KRTAP4-4 KRTAP4-2 NPAS4 IL10 DMPK IL11 TTR KRTAP6-2 KRTAP12-3 ATOH1 OLIG3 SLC2A4 KRTAP12-4 RLN3 HOXC4 HOXC5 ECE2 OLIG2 H3-4 SCAMP3 BPIFA1 SLC34A1 TNFRSF17 EEF2 NR0B2 FGF20 IL22 CARF HOXD9 MRPS18B HNRNPA0 HOXD4 HSPB2 COL1A1 ASB4 HDLBP TSPAN13 SOX3 SOX5 ABCA1 CX3CL1 NHS CCL5 CCL7 DDX3X RHOBTB1 NDRG2 DYRK2 HBEGF RUNX2 EEF1A1 UCN ATXN7L1 NR4A1 NEUROG2 FOXP3 LCE5A TNFSF10 DIO2 TSC1 GARRE1 TMPO SCN8A BMI1 DUOX2 PRDX1 RPS3 BZW2 DES GTF2A1 KRTAP11-1 CXCR4 ADAMTSL2 RHOA KRTAP21-1 KIRREL2 TSC22D3 LTA MT4 MT3 CSHL1 GSC EGR2 DUOXA2 MYCT1 CILP LEAP2 PCDH8 PURA TRDN CEMIP PANK1 CFL2 CA2 FSHB ABLIM1 GPRC5D CEP95 NEFM NDP ADAMTS15 NANOS1 ERRFI1 TSHB TPM1 PMEPA1 PRDM12 NPTX1 RASGRP3 PRDM10 KRT1 POU3F4 TGM3 NEFH CNN1 COL13A1 KRTAP9-2 CELF4 CDC25B AMPD1 SPRR1B WSB2 HBZ NRSF_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NRSF_01 GABRB3 SYT4 SCN3B GPRIN1 NCAN SYT6 L1CAM FGF12 NPAS4 GDAP1L1 CALB1 ATP2B2 BDNF HTR1A CDKN2B DDX25 PUS3 ZNF579 CHAT PRMT3 SCAMP5 RUNDC3A INA STMN2 BARHL1 SLC35G2 PTPRN RPH3A TAOK3 HES1 NRSN1 RASGRF1 FGD2 CHKA CDK5R1 MGAT5B DRD3 DRD2 POMC PAQR4 LHX3 TMEM179 HNF1A HCN3 RNF13 PHYHIPL HCN1 TLCD3B PDZD7 GRIN1 SARM1 CHRNB2 GHSR OMG SST LHFPL5 CELF3 GLRA1 GLRA3 OGDHL VGF KCNIP2 HHATL TRIM9 POU4F3 POU4F2 HTR5A GABRG2 SRRM4 PRG3 RXFP3 GRM1 ZNF335 CHGA KRT86 NPPB KCNH8 CRYBA2 PRLHR SEZ6 KCNH4 VIP NEFM PCSK2 AMER3 DNER NEFH SNAP25 DPH2 SLC12A5 BRINP1 MAPK11 ELAVL3 COL5A3 SLC17A6 ATP6V0A1 APBB1 CCAATNNSNNNGCG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CCAATNNSNNNGCG_UNKNOWN MEF2C XPO1 CLSPN PIK3IP1 ARL6IP6 IL6ST PAX6 FAM193B DMAC2L PEX2 GPX3 PSRC1 DHCR24 H1-2 ZDHHC5 TLE3 RAD9A PDP1 HES1 RCL1 MRPS18B SQLE NCK1 KHSRP STX5 APC2 THAP5 SOX2 CDK2AP2 LMAN1 MEIS1 ST8SIA1 EDEM1 ARX L2HGDH LHX2 NKX3-1 ETV1 HOXA9 POU3F3 TES ASXL2 SMAD6 ACACA PPP1R10 SMAD2 EN1 ELAVL3 SREBF2 UPF3B UTP18 DNAJB9 SAP130 PNRC1 FAR1 CHAC1 PCNA CREBRF TMPO AIFM1 RREB1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RREB1_01 BBX TRMT13 HNRNPR TRIM62 MXI1 HIBADH BDNF FLI1 PICALM GOT1 GRIN2B PPP1R1B GRIN2D LIN28A STAG2 BARHL1 EMX2 MYH7 LUC7L3 DCTN1 FAM155B MARK2 PCF11 KRT16 MLLT10 ZNF385A MCTS1 RAD23B CASZ1 RAD23A MTX1 ARHGAP45 ARX GLYR1 INTS9 NKX2-2 CDK12 SZRD1 GPR158 S100A16 KLF12 S100A14 NTRK3 DLX1 BCL6B SUPT16H NYAP1 RERE GNAZ JPH2 FOXA2 ZNF532 SUSD1 AP3S1 KCNJ13 COQ8B SIK2 NKAPD1 FMNL3 FBXL20 ADNP CACNG2 FLNC MMP13 CLC GNB2 ZNF485 PPFIA2 DHH ZBTB9 CYLD C8orf33 ZDHHC22 PPP3CB RAB11B THBS3 USP32 BRMS1L HSD17B8 BCL9 RNF220 NPR3 ELAVL4 LRP1 MEOX2 SDR39U1 JADE2 NEUROD2 CALM3 ZNF462 C1orf122 CALM1 MORF4L2 ITPKC CBX8 TRIM46 RBM12 RBMS1 PABPN1 LBX1 IL27 PLXNB3 NUFIP2 RBL1 FGF20 TRERF1 PPP1CB SLITRK4 ZNF516-DT EP300 HNRNPA0 CADM1 DLL4 ASB2 FBXO11 MYL3 KCNA1 FBRS PHF21B TIMP3 C1orf43 SASS6 OAZ2 ZNF821 HOXA3 ITGB8 OVOL1 AUTS2 NDRG2 RUNX1 NOVA2 ATG12 PHACTR3 CPNE6 TEAD2 WRN HOXB4 HOXB2 ITGA5 HOXB8 CPNE1 AHCYL1 RBM39 FBXO36 ST7 UBE2E1 GPR173 CLTC FES SYNPO2L PLCB3 ARHGAP5 YRDC PLCB1 IGF2BP1 PIH1D2 NRG1 IMPDH1 KPNB1 PURG EGR3 RALBP1 FILIP1 OTX2 TOR1AIP2 ARL4C KRTCAP2 PRKCE PURA EIF4G1 CTSK HOXC11 INTS3 CAPN12 TBCC AAMP PNKD TSPAN7 ING3 COLGALT2 VIM TNFRSF8 NUAK1 TMEM150A FTHL17 PSTPIP1 POU3F3 NFATC4 TNPO2 BAHD1 EPO PLP2 AKIRIN2 GNAO1 NCDN MAP1A SLC12A5 CELF4 VWF IGSF21 SP1 KCNN3 GSPT2 SP4 HMBOX1 ID4 SP7 EBF1 IGFBP5 ISRE_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ISRE_01 MEF2C FAM117A AIF1 PPP2R5C BBX RANGAP1 IRF9 DNAH6 B2M BDNF NT5C3A COL12A1 CRY1 PITX3 MAP2K6 ANAPC1 SLC12A7 SCN2A IFI44 TSKU ATP13A1 OPTN PPARGC1A MSX1 ARMCX6 IFNB1 ZNF385A ADD3 CHKA MACC1 PTCH1 ERBB2 DUSP10 KY SLC11A2 MOV10 PKN2 APOOL DDX60 IL1RAPL1 NKX2-2 BLNK PLAG1 HPCAL1 TASL KLF14 TRIM21 HOMER1 TSC22D2 USF1 PYM1 CYB5B SEMA6D RBPJ MAP2 HEPH AGXT2 TCF15 KCNJ16 RAD51AP1 FGF9 LY86 TBX21 ISG15 NUB1 CD151 MMP25 GPX1 USP18 GRIPAP1 SLC24A1 SIK3 EPSTI1 MYB NABP2 H1-2 EGFL6 ARHGEF6 PROK2 ZNF296 EREG C12orf42 GNB4 TMEM59L MAP3K11 ADAM15 EXOC6 ZBTB7A KCNIP3 GPR65 IKZF2 PML IKZF3 NECAP2 NPR3 DGKA STAT6 FSBP SORBS1 DAPP1 BCL11A C12orf4 ETV6 THBS1 FYCO1 ETV5 VXN ZBP1 KCNE4 WNT8B IL4 JARID2 RRBP1 GSDMD LSP1 YWHAG IFNL3 PGK1 LRP2 IFNL2 HTR2C USP44 ETNK1 LMO1 TNFSF15 CBX4 LINC01138 CXCL11 TLR7 CXCL10 XAF1 TAPBP TOP1 ASPA CDKN2C BATF2 GATA6 MS4A1 SLC25A28 PRKACA UNC5C SCRT2 SH2B3 CA10 BST2 IL27 FMR1 NUFIP2 TNFRSF17 HLA-C ERC1 HLA-F CCDC6 GPR55 PSMA5 PSMA3 SIX1 RIPK2 AKAP6 FBXO11 LRATD2 PLXNC1 IL22RA1 CXXC4 CXXC5 ST8SIA2 MEIS1 MIA2 ZEB2 OVOL1 ANGPTL4 KRTAP8-1 ATXN7L1 RTP4 MET CACNA2D2 DDX58 HDAC4 LURAP1L PCGF5 RBM39 TMEM108 KYNU E2F3 OSBP CELF3 DTX3L RBCK1 CREBZF AMMECR1 PAX2 SLA UBA7 CXCR4 CAVIN2 RTL3 SSBP2 EGR2 GPR18 OTX1 PARP8 ISOC2 ESR1 CDK6 HEPACAM PIGR PCDH7 PURA LCOR OSM PIGV PRKD2 EYA4 GPHB5 TNFSF13B AMER1 TIFA C5orf51 ZFPM1 KPNA3 NPVF EPN1 BTAF1 DHX58 PCDHGC3 DEPDC7 CDH3 PRDM16 TCF7L2 ST3GAL4 PRDM12 ARPP21 FIGN PIK3R3 KDM4A EHD4 TCIRG1 HMCN1 ERG PARP9 ZER1 SERHL IFIT2 SH3BGRL MED13 KCNN3 IFIT3 IFIH1 IRF2 TECR CRACR2B CRK NPNT HLF_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HLF_01 AQP9 LEMD2 RORA PRKG1 IFNG PELI2 FOXO3 MAP2K6 VNN3 BHLHE40 GTPBP2 OXNAD1 MECP2 BSN PREX2 NCKAP5 MIDEAS F5 ZBTB18 PDGFRL FCHSD2 TSC22D1 AGO3 PNMA1 DENND4A GRHL2 XK OCRL KRT23 OTP HNRNPA3 PFN2 DUSP14 DMD ADGRB3 TXLNG FBXO3 HNRNPH1 C9orf24 PLAG1 PDZD8 AKTIP MACO1 OSBPL6 CELF2 TREX1 ECM2 DDX5 DLX1 FNBP1 SEMA6D ARHGAP44 NTRK1 DLX5 MAP4 SECISBP2L CLCN5 GPR85 JPH3 FOXA2 MYL6B ZBTB21 AP1S2 ZFYVE9 SLC24A2 ZNF654 SERTAD4 SPIB NR2F2 H2BU1 ZDHHC2 RMDN3 POGZ ZDHHC5 ADNP CACNG2 ARRDC3 SLIT3 KLF9 ATXN1 ZDHHC14 CLIC4 EIF4A1 MIOX ABHD8 USP2 FBXW4 MKNK2 RCC2 CXCL6 PDAP1 ZNF687 PCSK2 SUMO1 NR1D1 LRRTM4 GBX2 BCL6 TAGLN3 PRKAA2 DCAF6 ACSL4 ETV4 IL4 TBX6 SHMT2 COL15A1 ELAVL4 PKNOX2 RPS6KA3 YWHAG CNTF MEOX2 CSNK1E RBFOX1 CHN1 NEUROD1 NEUROD6 BAMBI CDH10 TOB1 CALM1 TNNC2 LARP4 WNT3A STK35 TNFSF15 RASGEF1A CASK TNFSF13 RBFOX2 HOXC6 KLHL7 TOP1 ROBO1 CDKN2C HOXC4 CTDSP1 SPRED1 LOX LGALSL RGR EGFR ANKRD40 SH2B3 IL27 NUFIP2 PDXP EEF2 PDE4D ZNF711 ARID1B FGF21 CDKL5 DDIT3 PTHLH NAA60 CADM1 TCEAL7 LINC00114 TFEB ENSA FBXW7 MEIS2 HOXA4 ALB PPL RHOBTB2 ANGPTL1 CLASP1 SLC46A3 DNAJA2 NYX HERPUD1 EPB41 SYT11 MRC2 FOXA1 ATAD2 SETD7 RPRD2 CACNA2D3 FOXP1 HSPA4L BEST3 SREBF2 PRICKLE1 HOXB6 CCDC47 HIVEP3 KRTAP19-5 TMEM154 XPO7 UBE2E2 NDST3 KIF2B DPH3 PRKAG1 PIP5K1A TNS2 NFKBIZ SPRY4 NTN5 ELMOD1 PHC3 CDC42 TRIM8 RASL10B PCBP2 POU4F1 H2AW CALCRL PLCB1 NFIL3 TSC22D3 BUD31 IP6K2 MPP2 OTX2 CDK8 MPP6 MBNL2 IRF2BP1 PDP1 EML4 ADRB2 UBE2E4P NREP CTSC S100PBP INPP4A NAPEPLD NPVF FAIM2 EPN2 SMARCAD1 USP9X TTC39B CASS4 ABHD11 TAC1 ALDH1A1 NPTX1 CDYL HRH3 LONRF3 CHD2 HS6ST2 ING1 PIK3R1 CRIM1 CD40LG ERF ANO1 LGSN CREB5 SPRR1B SULF1 ADGRG4 OLF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/OLF1_01 NOG CDX1 FAM117A ADCY6 HOXD13 SYT6 STOML3 PTPN21 HOXD11 EPC1 ERO1B CYRIA ART4 ATP2B3 DDX17 CERT1 RAVER1 GRIN2D TIGD2 RND2 CREB3L1 TLK2 PPTC7 PRMT1 GTPBP2 POLK KIF5B BARHL1 C2CD2L MAGED2 DCTN3 KAT5 TSC22D4 SRSF2 JUP PITPNM2 PCYT2 PDGFRB PTCH1 TMEM187 ALDOC MYO19 KCNJ2 PPP1R3D TCF21 ZBTB37 SOWAHA EPHB6 ZC3H18 RLBP1 BMP4 SZRD1 VWA5B1 CYP46A1 BCLAF3 SLC38A9 TTC9C RYBP ESRRG FXR2 GAS6 KCNQ1DN ARHGAP44 RGS3 TRPS1 PPRC1 WBP2NL H3-3B FGF8 TBX21 ELF5 TRMT10A SORBS2 EXD1 ALKBH6 MECOM SEMA3G TYR MAP1LC3A UBR7 KDM2A ALOX12B SEMA3B SPIB RAB6A COL11A2 PCGF1 GHR ANGPT4 CCN1 MRPL2 CCKBR TLNRD1 CMKLR1 SDK1 MMP1 MMP15 RBBP6 GRM7 GON7 GNB3 TMEM59L PPFIA2 PPFIA3 ZBTB7A CA14 GPR61 ZBTB9 ABHD2 NEO1 ZSCAN20 MYCL KLC4 NR1D1 HPSE2 SPATC1L PPP3CB MLLT6 ZNF428 CAPN6 RAB2B UPF2 TBXAS1 RNF220 SGK1 JARID2 LRRN3 FADS3 NLGN3 ELAVL3 ATP1A2 ITPR2 DUSP3 YWHAG CD19 UBTF GSK3B UBA1 NEUROD2 GFRA1 LIX1L GRIK1 FGF11 TNFSF13 RPS6KB1 FGF12 GSTM5 VCL IL11 GATA1 KMT2E OLFML3 CCNJL MS4A1 OLIG1 ROBO3 KCND1 NUDT4 SCUBE3 NUFIP2 STIM2 CMTM8 ZNF8 HES7 ZNF711 PTHLH ASCL2 IGSF1 SHF HOXD4 TFAP2C FXYD2 TLCD4 SOX5 BEX2 FAM217B ELK3 MEIS2 ZEB2 HOXA6 ENTPD7 ADRA2B DYRK2 ENTPD1 HID1 GABARAPL2 AFF3 PTPN6 ACY1 OMP HACE1 NEUROG3 REM2 C1QTNF9 MIB2 SALL2 ATP5MD CD79B CACNA1E SLC13A4 CD79A ZNF410 C2orf69 RAI1 CLEC18C IRAG1 FBXL19-AS1 VGF TNS2 KCNQ5 RANGRF TBC1D31 PCBP4 GRWD1 SIAH3 SETMAR DLG3 AIFM3 AKT2 EGR1 R3HDM1 COL23A1 RABL3 CNTNAP4 LIMK2 UBE2W RELT PIGW DNAJC30 PRKCH CDK9 PRKCG IRF2BP1 UBE2N FAM53C NCOA2 REEP6 PSD IPO7 HOXC13 CA7 SLC41A1 KDM3B PTMS PPP2R2A MORC3 GALNT7 HS3ST4 CRLF1 BUD23 TPM1 SNN PLPPR1 C19orf73 NFATC4 ODF1 DCX GTF3C2 ERCC2 MAG TMEM229B FLT1 KLK9 MAP1B NF1 DPYSL5 FRMPD1 SLC6A9 SLC17A6 WSB2 MACROH2A2 SCN4B CTTNBP2NL SP7 SMPD3 AML1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AML1_01 MRPL42 AGO1 PGF SCN3B DNHD1 STRC RABGAP1L RILPL1 S100A9 RORC PTPN22 LUZP1 TSPAN9 SRSF4 FLI1 PICALM IFNG CRY1 EIF2B3 SLC12A6 SCN2B EMSY RCOR2 ZBTB25 CRTAC1 SELENOH MATN1 NAV3 SCEL PCF11 ADAMTS8 ZBTB18 TACSTD2 ADAMTS4 HOATZ GPBP1L1 MTX1 ITGA10 HINFP PXN ATP6V0B KCNJ1 VRK1 IL23A CD69 TMEM86A DIABLO FCER1G GPD1 CELF1 PYM1 ARHGAP32 FAM13C C11orf42 PRRG4 KRT74 NOTCH2 KRT73 CYP17A1 RGS1 ATP2A2 ARF3 SUPT16H TMEM117 DNASE2B GRK5 TLL2 TCF12 PDZK1 GPR137B RAB5B ARHGAP30 LY9 PHF21A CCDC91 DNAJC14 CAP1 FGF4 ATF7IP ARHGEF2 INPPL1 GZMB TLCD5 MMP14 MMP13 RDH5 HP1BP3 SYT9 DACT1 TSPAN32 RIN1 AP5B1 SEMA4A TAMALIN MAP3K11 MIA2 GPATCH2 CREM ZBTB8A RCC2 CLDN10 NHLRC2 DGKA CKMT1B CALCOCO1 NSUN4 ABCD4 FOXD2 THBS3 C14orf119 WNT8B ACSL5 DNM3 RNF220 TBX5 HHIPL1 PDZRN4 STAT2 NRAS RAB30 DKK1 DENND2D RAB39A TMCO1 SLC15A3 LRP5 BCAR3 MYOD1 JDP2 FOXN3 EIF3J LMO2 AP1G2 LMO3 TBK1 RASGEF1A PDE3B ANKRD1 HLX MRPS31 MKRN3 BATF HOXC6 DAB1 DDX23 SLC2A3 ANK3 HOXC4 ACIN1 KLHDC9 SH3BP5L EDARADD PLEKHA6 BICDL1 TMEM109 MADD LINC02694 APLNR TACC2 TNNT2 PSMA1 OTOGL CD101 CADM1 SLC37A2 SPRYD3 NGB PCGF6 SLITRK5 AKAP3 ASCL4 EMP1 HSP90B1 PACS1 MSRB3 PLXNC1 MDGA2 SOX5 HDGF SNX1 ATN1 TWF1 ARNT RASAL2 MEIS2 BLOC1S2 ITGB7 BLOC1S1 ENTPD1 BMF FGD4 PTPN7 DYNLL1 NR4A1 PDE6H KCTD4 CORO1C BATF3 PRICKLE1 HIVEP3 SCN8A XCL1 XCL2 SGIP1 PAX6 TMEM62 ARHGAP12 ARHGAP21 RNF19B FRMD4A GTF2A1 CRTC2 VSIG10 MSMB C11orf49 RHOG NKX2-1 EGR2 NRXN3 SPATA17 CARMIL3 LCOR PIGV CTSK KIF1B PRR5L HIPK1 INTS3 BTG4 LCK NUCB2 JMJD1C REXO2 ARHGAP42 CNIH3 SMG7 VIM SLC37A4 LRMDA RAG1 TPM1 COL9A2 ANXA8 MOAP1 POU2F1 MR1 CD6 NOTCH2NLA SCNN1A COL4A2 BGLAP TNFSF4 MIR17HG COL4A1 TRMT1L NDUFA9 CALHM3 SWT1 NFRKB CBL RGS18 UBL3 SIRT1 GRHL3 SLC6A9 MTMR11 C1orf198 TMEM151A ID3 MPL CHRNA10 P53_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/P53_02 HMGN3 SYT4 PPP2R5B SNIP1 RORC PTPN22 RAB1B CITED4 DNAH6 CITED1 SRSF6 ERO1B SRSF5 MYOT SEMA7A RARB GNG3 DHX30 PITX3 LRIT3 MAP2K5 SLC12A6 OPA3 DAB2IP TMEFF1 BRAF MYH1 MECR PTPRG SCN2A ZHX2 GRIN2A PREX2 GCC1 PRDM8 SSTR3 RPS19 KRT15 TSC22D1 ADAMTS4 RNF17 GCNT2 ENPP2 HOXA11 POMZP3 CACNB2 CRAMP1 MLEC CD68 TICAM1 DMD ADGRB1 AEN NUP54 BCOR GAD1 GPD2 ESRRG FOXG1 NTRK3 EI24 ARHGAP44 PKP3 AP001372.2 MAP4 H3-3A NACC1 ANKRD53 ELF4 HIP1R ZMAT3 MITF BSCL2 MMP28 WHRN GPX1 MAP1LC3A ZNF654 KDM2A VCPKMT PPIP5K1 MBD6 CIDEC CACNG2 ARRDC4 SOAT1 INHBB EPB41L1 ZNF362 GADD45B PML NRBP2 SUMO4 MIP DNALI1 BCL11B BCL11A ETV1 ABCA12 ACSL5 DTNA FLRT1 LZTR1 TBX2 TRIM29 CCP110 ASIC2 ASIC4 DGKZ PLA2G4E PTPA USP48 TJP2 ABCC5 REPIN1 BCAM ATP6AP1 RPS27L MINDY4 FHDC1 STARD8 GATA4 PITPNC1 TRMT112 RNF31 EGFR MAGEL2 FUT11 MTA2 FGF20 TRERF1 DDIT3 GABRR2 SLITRK1 SLITRK4 HNRNPA0 AKAP6 LRRK1 ASCL4 AHNAK DCAF7 NAPG MYL3 SOX5 BMPR2 FBRS SOX4 DSCAML1 CXXC4 ELK3 MDK MEIS2 PPL CNR1 TFDP2 RHOBTB2 RHOBTB1 TRAF4 CTRL VAV3 LPP MRC2 CRAT NR4A3 DSEL AIM2 ARL14EP HOXB1 CDKN1A INKA1 DYRK1B LMTK2 CPNE1 MYH11 SYT13 CACNA1E RAP1B DENND2B SLC25A17 C6orf62 DNAJB5 COPB1 RAI1 NXPH4 MEMO1 PRKAG1 PIDD1 HCAR2 PRRX1 PRDX5 RNF144B PAK5 PLCB3 SLC1A3 PPM1J NUDCD1 PTH1R RTL3 PLCB1 NRG1 NDUFS2 FOSL1 CHUK SPATC1 AKT2 NXPH1 LINC00305 SRRM4 GPR174 FILIP1 NRXN3 OTX1 OTX2 SBF2 MBNL2 CARMIL3 FAM83H MBNL1 KIF16B POLR1G EIF4G2 DDR1 HIPK1 CA9 PSME2 FAM122C CHRM1 MDM2 S100PBP KBTBD8 NDP CALD1 CTNND2 NUP93 HIC1 PRDM12 TFAM CDYL SH3GLB2 PPP1R12A LINC01565 HS6ST3 KDM4C PIK3R2 TMC7 MAF WBP1L ADO ANXA1 CELF6 RAB44 NIPBL MARCHF1 SP8 SH3BP1 LMO2COM_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/LMO2COM_01 STARD13 IGF2-AS AJUBA ATP1B1 HMGN2 SYT4 ADCY8 PPP2R5C RORC WTAP PLEC HOXD10 CITED2 GNG8 ATP2B3 MAP3K4 GAB2 BHLHE22 COL12A1 TSPAN2 EIF2B4 PPTC7 OXR1 PTPRJ ARHGEF38 LRRC8D RARG KIF5B BARHL1 MDGA1 CYP26A1 C2CD2L PKN1 PIM2 DCTN1 TRAPPC13 AGAP2 UNC13B AGAP3 RBP5 CRELD1 ERBB3 ZNF133 HOXA11 SORCS2 IL17C HCRTR2 TCF21 CCNYL1 SERF2 AMD1 PPP4R3B GPR156 DNMT3A PAQR5 CREBBP LYPD1 METTL7B ZNF521 EPHA2 SEMA6A SYNE1 WWC1 DMTF1 CHRND MAP7 PCDHA6 NEURL1 FGF8 FGF7 EVX1 ZNF710 NBEA PCDHA1 KCNIP2 RIMKLA DOK7 AP1S2 SLC23A2 DNAJC11 MAPT ANP32A SMTNL2 ACAP1 TLNRD1 FCMR ARRDC3 MYADM ELMO1 CKM CCND2 RIN1 GNAS AP5B1 WNT9A MAP3K14 ADAM12 EXOC6 BRSK1 FHL3 GNG13 NDUFAF3 RPUSD4 MYCL ERP29 BCL9L BCL6 MLLT6 PCSK4 HAPLN2 DLG2 GJB4 IGF2 TRIM23 RPL28 TJP1 BNC2 TUBAL3 LRRN1 GFRA1 CALM3 NHLH1 LMO1 PDGFB LARP4 WNT3A IDE CRABP2 FGF11 ELAPOR1 TGFB3 RIPK4 TNFSF13 RPS6KB1 TKFC JAG1 FGF12 MKRN4P NR2E1 CALB1 GATA2 KMT2E PSIP1 SLC4A1 WNT6 MTUS1 BICDL1 TRIM63 STMN2 SHISA7 RNF183 NPEPPS HES6 ELL3 RTL9 NUMBL TEX37 RELCH LRP10 CADM1 LRATD2 SLC38A3 EXTL3 FGR SRM TSPAN13 NSG2 KEAP1 FBXW9 VDR PPP1R16B PCDHA10 ADRA2C ZNF800 B4GALT6 RUNX1 JOSD1 HID1 PARD6A ANKRD13B NFE2 FSCN2 EPB41 KCNB1 MYO1E MRGPRG-AS1 PPP1R21 GRIN1 DOCK9 REM2 ITGA7 CPNE1 TAFA4 TMEM88 CD79A E2F1 CLSTN3 PRKAG1 LARP1B CCDC78 EXOC3L2 JADE1 TMEM116 RAP1GAP2 RANBP9 MAZ TRIM8 PAX9 OSR1 DCLK2 JMJD6 COL26A1 FOSL1 NRG2 PLEKHH3 IMPDH1 ALX3 DLG1 SOX14 DDB1 OTX2 PARP8 ARL5B PADI4 INHA CCNL2 SH2D3C REEP6 PRR15 SHKBP1 CA7 ATXN7L2 ESRP2 HIPK4 NRK PTCHD1 COMMD5 CAMK1D PRKCZ TNFRSF21 EDA SNX17 VPREB1 NR3C2 PPM1A CDH2 MAP3K3 PRDM10 CHD6 BRINP3 DALRD3 CNNM2 L3MBTL2 DNAH17 INVS ID1 KAZALD1 SPEG KCNN3 HIF3A IRF1 ZRANB1 MYLPF SMPD3 IGFBP5 LMO2COM_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/LMO2COM_02 STAU1 FAM106A MASP1 CCSER2 ADCY6 SYT7 HNRNPL AQP2 VSTM2A ART4 GRIN2B SEMA7A LCAT PLA2G1B GRID2 RAB24 GUCA2A PITX2 LRRC4 PHOX2B ANKS1B LIFR MYH4 PKN1 PPARGC1A UNC13D CD34 HTR7 NOB1 CYB5D1 AMFR PRDM1 BIN1 MCTS1 MYO18A PPP2R3A RBP3 PLEKHG6 PPT2 LYL1 NECTIN2 HOXA10 LHX6 HNF1A MAML3 NTF4 MACO1 EN1 KCNK3 ABCG8 DLX3 SFRP5 ABCG5 KRT72 ECHDC2 MFF PRR34 ZNF219 BMP6 NRP2 KCNJ15 SCHIP1 ELF1 ACVRL1 AP1B1 SUSD1 USH1G CPEB4 SYNJ1 MITF GPLD1 PMS2P5 WBP4 CCNE1 ANGPT1 AGPAT4 FBXL18 HYAL3 GSE1 ICAM2 LINC00670 CRLS1 DOK2 ILRUN C22orf31 ADM GADD45G SLC26A9 UROD TBX19 TPH2 CSF2 FOXO4 RAB3C ZBTB7B TFR2 TPI1P2 TRIM15 TRIM10 CCL27 STARD13 RAB43 HPSE2 BCL6 ABCA12 MOGAT2 PI4K2A PNLIPRP1 NAA80 TBX5 ELAVL4 FZD4 CAPN1 ASIC2 SAMD7 NAA38 FYN PTP4A1 BNC2 RBFOX1 ATP6V0A1 GAS2L1 BAMBI NR5A2 CALM2 TOB1 GFRA3 SLC8A3 CAST LMO2 XPO6 SKIDA1 FGF16 CNOT3 RNF112 GATA1 DAB2 GATA6 SH3TC2 RFLNB SLC4A1 S1PR2 NMNAT2 SH2B3 SCUBE3 CMAS NUFIP2 PLXNB3 PKIA TACC1 MAP4K3 MAP4K5 TNK2 RBPMS SIX1 SPTB MYL7 ADAMTSL1 CLU SOX5 ISYNA1 MTCH2 TTBK2 OTOP2 SFTPC NDRG2 RUNX1 PGGT1B EPB42 FOXA1 NR4A1 DMTN CACNA2D3 FOXP2 DIO2 SALL1 SLC13A1 RAP1B TMEM88 CACNA1F ABL1 MYH10 SGIP1 FOSL2 ESPNL HINT1 PIP5K1B PEX5 PPOX CTCF PAX2 ZZEF1 RUNX1T1 SPRY4 FEV CAVIN2 SIAH3 TMEM196 KIRREL2 PILRB TRPM3 KLHDC8B PCDH9 SPINT1 INHA MBNL1 UBE2B PPM1E HOXC11 TNFSF13B CYB5D2 ITGB1BP2 SLC41A1 WNT11 HAGHL ZFPM1 STAG3L4 CAMK1D FKBP2 ING4 TSHB IL34 NR3C1 CDH5 SETD2 ARHGEF10L PRDM15 SYN1 TNPO3 AMHR2 VPS18 KRT80 NCDN CREB5 ENOX1 ISL1 PRR18 ID2 BABAM1 PRELID1 SP3 GSPT2 HBZ IGFBP5 MIF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MIF1_01 SIK1 HM13 TUSC3 GMPR2 SMC1B ZBTB48 STK36 LSM7 LINC01138 CBX4 ELAPOR1 GRIK5 TGFB3 RASGEF1A FGF13 PRKCSH FUZ CBX6 CIBAR2 NSMF TBC1D16 MAGED1 BDNF CD44 WWP1 MED25 GRID2 VEGFA AZI2 DHX30 DNAJC1 TBPL1 CCDC103 MDH1B CARS1 EFNB3 TMEM109 MADD STMN4 SOCS1 EMX2 MAP9 DPAGT1 ARID1A C2CD2L FIBCD1 SPA17 DCTN1 CDKL5 CDK20 CCDC6 VWA3B NAA60 RNF25 DDX31 TSC22D1 TRIM39 MDH1 FAM219A APH1A FAM166A PTCH1 FGR NEK2 SOX3 SOX5 HMGCS1 CSMD3 NEDD9 WARS2 NEDD8 BCL2L1 TTC8 CHCHD4 CX3CL1 KCNRG TMEM43 REEP4 AKIRIN1 GFOD2 ITGB8 PACRG DMD PPP1R32 C20orf85 CEP83 SREBF1 KIF3B MYO1C TP53BP1 SMAD5 DYNLL1 SPPL2B C2orf73 SHANK2 POLD4 SALL2 CBLB LURAP1L DIO3 RFX2 GARRE1 THNSL1 SLC25A37 PDZD4 BMP6 DNAL4 E2F5 CPEB2 GLRA3 SDCBP2 RUNX1T1 JADE1 SPRY2 PLCB3 FAM160A2 GRWD1 NAT14 APOBEC4 COQ8B CCDC60 PTDSS2 EFTUD2 CCDC151 KIF17 FILIP1 PARP8 DYDC2 FAM167A RIBC2 BBS2 GRM3 DHRS3 CCND2 ADK NCOA5 PPME1 LRRC46 UBB NRGN PNKD TCTN3 ENKUR ARL4A ENKD1 GPRC5D DNAH9 AP1M1 CRLF1 FAM72A SIAE ERRFI1 HAT1 DNAH7 TPCN1 MRPL10 LINC00649 DNAI1 FAM76A PLA2G12A TEKT2 MYCBP FASTKD2 TLX3 GTF3C4 GALNT14 TTC12 CYTH2 NAA20 TBATA GPR119 NCDN ELAVL2 PRKN TTC16 YWHAE JADE2 ORAI3 IQCD PTCH2 PRR16 LRP2 ARL13B UBE2U SPTAN1 RNF41 RFX1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RFX1_01 CCDC126 CDIPT HM13 EFNA1 MSL2 STOML2 XRCC1 FUZ CIBAR2 CITED2 HS2ST1 MAGED1 ACBD3 ACTG2 BDNF DDX17 GBF1 MED25 WWOX TBPL1 PITX2 SH3GL3 MDH1B EFNB3 SCN2A DPAGT1 MAP9 PTPRT MYH8 FAM155B ST13 RFC5 NME5 PRDM4 CORO6 MDH1 FAM219A FAM166A CFAP20DC PTCH1 HMGCS1 FANCD2OS BOP1 BCL2L1 MYO19 KCNJ2 ARFGEF2 NECTIN4 SOWAHA DMD HOXA10 PPP2R2B PPP1R32 CEP83 DHX8 ASXL2 KLHDC10 XPNPEP3 SMAD5 CPXCR1 C2orf73 YIPF5 GGN SFR1 WDR90 ARHGAP44 CCDC65 TMEM131L TSGA10 RIT2 TCF12 PDZD4 RIBC1 BMP6 CPEB2 ZNF385B CCDC33 PELI3 WHRN GPX1 FAM160A2 HSF1 NAT14 PCGF1 COQ8B ZFYVE1 HEATR4 CNOT10 DYDC2 OVOL2 FAM167A RIBC2 PDCL2 GRM3 ADM NAB2 ARL4A ENKD1 MECOM ABCD1 ZNF646 TPCN1 MRPL10 ZFP36L2 LINC00649 WDR17 CKMT1B TEKT2 C10orf53 FASTKD2 SWSAP1 GALNT14 GDE1 CYTH2 BRD2 POLR3H TENT5D IFT88 TBX5 HSPG2 FZD1 IGF1 SMG6 NLGN2 GOLPH3L CCP110 TTC16 CAPN3 GJB1 EFHC2 RPS6KA5 DUSP4 GRIA1 DRP2 GSK3B BNC2 IQCD JADE2 ORAI3 YWHAQ BIK PES1 UBE2U SLC8A3 SIK1 TUSC3 SMC1B LMO3 BTRC F2RL1 GRIK5 RASGEF1A CBX8 PRKCSH CALB2 TBC1D16 IDS SELENOF VEGFA LINS1 MIR137HG CCDC103 MIEF2 CARS1 CPLANE2 STMN4 FIBCD1 TRERF1 SPA17 BCAP31 IGSF8 NAA60 SIX1 RNF25 SNRPF ASB7 FGR SYT16 SOX3 APOO RRAGA NEDD9 CX3CL1 FXYD6 AKIRIN1 CXorf58 PACRG NPM1 SRR MANEA DDX41 TRAF4 HECTD1 GABARAPL2 MYO1C DYNLL1 SMG1 CACNA2D3 SALL2 PRICKLE1 DIO3 MTTP HDAC9 DNAL4 CDC14A E2F5 HCAR3 UBXN10 PRRX1 PAX6 PPOX SDCBP2 ARHGAP15 PAK6 PLCB3 KRTAP11-1 GSN DYNLRB2 KIRREL2 SHC3 NKX2-1 ZCCHC8 PIGA PTDSS2 CCDC60 TFIP11 EFTUD2 KIF17 FILIP1 PIGW PURA C5orf15 MFN1 BBS2 NCOA5 CFL2 LRRC46 RSPH14 NRGN UBB PNKD DNAH9 AP1M1 CTF1 HAT1 DNAH7 PSMF1 AGBL2 C2orf15 DNAI1 FAM76A PIK3R4 GTF3C4 JOSD2 TBATA GPR119 B3GALT2 ANXA1 ENOX1 PRKN ZRANB1 ARL13B SPTAN1 CCANNAGRKGGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CCANNAGRKGGC_UNKNOWN SCN3A PLXNA2 VSTM2L ANKRD2 AQP6 RORA SLC26A10 CXCL12 ADORA1 ACBD4 RPLP0 PUM2 MB STAG1 KCND2 YY1 NUFIP2 PITPNM1 TMEM127 FBXO16 LRCH1 ARMCX6 LETMD1 TMEM31 SERBP1 EXT2 RPRD1B FAM177B SSH2 ELN MTX1 CSMD3 MDK SORCS2 NOP10 OTOP2 ADGRB2 HOXA10 GRPR GAD1 RPP25L UPK2 GPR156 DENND2C SMAD7 PCDH12 GAS7 PYM1 RERG DLX2 WWC1 NXN ARF1 C11orf52 INKA1 SEC31B BCL6B GRK5 OPCML CORIN LINC00518 USH1G PTMA FLT3LG GFI1B CDC20B CNTNAP1 TSC22D3 PCGF1 COL11A1 SOX10 EXOSC2 MMP1 ARTN ESR2 DAPK2 RPS4X ALK GPR37L1 SLIT3 TOMM40L CIAO1 C3orf20 SLC35E4 C3orf49 C1QBP GRN CHRM1 ARMC12 TYSND1 KPNA6 CSF3 CA14 CABP1 LINC02724 ZNF366 RPL38 CCR10 DGKA NPDC1 SRCIN1 STK32B C20orf197 TTI1 POU2F3 SLCO3A1 PIK3R1 THBS3 CCNB1IP1 IL6 FIS1 TMEM51 ARL8B CADPS ANKS6 SOST LRP1 TMEM51-AS1 MED13 KAZALD1 RFX1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/RFX1_02 ITGB3BP RPL17 AARSD1 HMGN2 HNRNPF DCUN1D4 SYT5 LAMP5 STOML2 POLR3GL SYT6 ITSN1 PLEC TMEM17 MICOS13 NSMF CCN3 CYRIA ATP2B4 MORN2 GRIN2D BTBD3 PHTF1 RAPGEF3 TMED10 ATP13A4 POLL PHOX2B BRAF KATNAL2 RREB1 TMIE STRN4 MYH2 PTPRR PTPDC1 NME7 DCDC1 PCF11 MTF1 AGAP2 PRRT1 CAMK1 CFAP91 ZNF768 WFDC3 AAGAB CFAP20DC QRFP CHCHD3 PPT2 CDK2AP2 BTBD16 PICK1 PIN1 FOXH1 INO80B STX18 DMD ABHD14A TNKS NUDC DHX57 SLC44A1 MGAT4B OSBPL2 HPCAL1 CRIP2 HPCAL4 TP53BP1 NIM1K USF1 GAS7 B9D2 GOLM2 LRRC6 TNKS1BP1 CCDC74A KCNJ9 RNF5 TRPS1 ETS2 RGS6 TSGA10 DHX40 CEP41 RIBC1 KCNJ16 C10orf67 ZNF532 FGF9 UVRAG KCNIP2 TTLL1 TCTN2 EFHD2 KLHL18 AP1S1 BLZF1 PBXIP1 C14orf132 C14orf178 KMT5C USP12 WDR47 ZFYVE1 TUBB4A ICAM5 TMEM67 PCDHB1 ARRDC4 ATL1 LINC01567 GRM1 ELMO1 ZSWIM1 GNB2 C9orf139 ADK C2orf66 SEMA4B GNB4 CHL1 TAMALIN ENKUR SPAG16 TSNAXIP1 BDP1 QTRT1 DAW1 PTK2B PER2 SPATA2 MPC2 THBS3 DTNA NOS1 CSRNP3 LRRN3 ATP1A3 NLGN2 ANKRD45 MAPK11 ELAVL3 MAPK10 OR2L13 ITPR1 CFAP70 DUSP3 NRSN2 HYDIN PPP1R17 ORAI3 YWHAQ KATNAL1 SLC8A3 LINC01138 TGFB3 TRMT9B ITPKA TBC1D16 BATF EBNA1BP2 TTR TMX4 CCDC181 ANK2 PUM1 PRKACA MIR137HG CASKIN1 CFAP57 TUB ANKFN1 IRS2 BAIAP3 NCALD PKIG FMR1 CDKL2 NBR2 LARGE2 SHANK2-AS3 CADM1 RNF139 REM1 FXYD1 STX8 EDC4 CNIH2 CSMD3 ATN1 CXXC5 FXYD6 FXYD7 PRR3 CRB2 RHOBTB2 DNAJA1 TUBE1 FAM107A FKRP FGD4 ARHGAP29 RFX4 MET CINP PPP1R21 LINC01973 DMTN TEX33 HDAC4 SPTBN2 THNSL1 PCSK1N PHEX CRYZL1 E2F1 E2F3 CFAP52 TSHZ2 GPC3 GGNBP2 GRWD1 PAK4 ZP1 RHOD ANKRD13D GPR162 PIH1D2 CCDC74B C11orf49 NKX2-1 PHC1 TM9SF1 CALY IFT22 UBE2W MPP2 SPEF1 PRKCG TEX9 HSDL1 BBS1 CRKL PPM1E EML1 REEP6 INTS3 PSD GLRX5 KDM3A MOK GPR17 MAPRE3 HSD11B1L TMEM270 MINK1 LYSMD1 IL34 TSPYL4 C2orf15 AP3M2 SH3GLB2 MPPED2 RTP1 MRPL49 SCNM1 NFATC4 ODF1 EHD1 CAMK2A CHD5 LRRC49 TBATA BMT2 L3MBTL2 SPARC BAD SLC10A2 CEP135 ACTRT1 SLC17A6 DNAAF1 RNF40 CCSER1 TCF11MAFG_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCF11MAFG_01 ATP1B1 SNCB TECPR1 SYT2 WDR44 RORB RAB1A BTK FLI1 GAB2 PDHA2 TLK1 PIANP MRPL32 PLS3 MIR22HG BARHL2 NUDT10 NUDT11 PPARGC1A IFNB1 CORO6 HSD11B1 MNT OSER1 LAMC1 RAB10 ALDOA FAM219A PTCH1 RIMS2 SFXN5 SLC11A1 TEKT5 PFN2 NECAB3 DUSP13 CD69 SPATS2 DMD DYNC1I1 PPP2R2C ASPSCR1 OSBPL5 WDFY3-AS2 MLLT11 RABEP1 ATP2A3 GRK6 JAZF1 SECISBP2L P2RX6 SOBP TLL1 PCDHA6 LEPROTL1 FGF9 PPARG MITF PCDHA1 RTN3 GPX2 ANGPT1 IL13RA1 USP14 UFD1 FLNC RBBP7 CLC ARHGEF11 SERPINB5 CDC42SE1 ITM2B LIN54 TMCC1 CDC45 LRRTM4 CBY2 PPP2CA POPDC3 KCNE4 BRD2 IL6 TEX19 JARID2 IPO13 BIRC6 NLGN2 PSMD11 PTP4A1 DRP2 RBFOX1 BLVRB CALM3 ATP6V0A1 NEUROD6 TUBA1C PBX2 CRYGS PDGFB GRIK2 LMO4 SLC6A4 EIF5 SEL1L3 FGF12 CBX6 WNT3 TBC1D17 PGRMC1 CD200R1 SPRED1 TFAP2D KMT2C ITPK1 SATB1 CA10 NRN1L LRP1B FIBCD1 NPEPPS WDR81 NUMBL PSMA2 PSMA6 PSMA5 CST7 RASGRF1 HSPB8 CADM1 TIAL1 HSPB3 ASB2 KCNA2 ONECUT2 SOX5 BEX2 SKP1 TUBB AKT1S1 MEIS2 TFEC HECTD2 PCDHA10 PCYT1A ERO1A JOSD1 MRC2 SPTBN4 SHANK2 ABCB6 TINAG FOXP1 VCP TOMM70 ZIC4 LMTK2 FBXO30 FAM184A SPTA1 DENND2B OMG TNRC6A E2F3 UCHL1 STON2 NRGN PRDX1 PLBD2 JADE1 GTF2A1 UBR4 LRRFIP2 LOXL4 SV2B FOSL1 KIRREL3 NRXN2 LIMK1 GAST PRR7 UNKL PCDH9 RAB5IF PADI4 EIF4G1 PRRC2C ATXN7L2 MDM2 TXNRD1 SNX12 REXO2 GAP43 IRX4 TAC1 ARPP19 DEPDC7 DNAI1 PAFAH1B1 ENO1 WDFY3 UBE4B SLC6A5 TBL1X VPS26A MGST1 TCF11_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCF11_01 ATP1B1 CDX1 JAKMIP2 MPV17 HNRNPR BTK MAGED1 SRSF6 BDNF GAB2 TLK1 RARA PI16 AL162293.1 ABI3BP CD247 FAM71F1 STAG2 MAP2K5 TENT5A CNTLN RAN EMSY AIG1 ZHX2 UBR1 SPAG9 NME1 TEX44 MNT CYB5D1 LAMC1 SLTM RBP5 TMX2 CASZ1 PTCH1 GNAI1 PLEKHG6 HAUS2 ESM1 RIMS2 MYT1 ZBTB37 DMD SAT1 NUP54 KRT2 UBE2K EXPH5 ST13P4 CREBBP LYPD1 ECM2 DLX3 NTRK3 HEBP1 MAP2 SUPT16H GRK6 RIT1 SOBP PDZD2 OR10A5 NRP1 ELF5 TIMM17A CPEB4 MITF ZNF710 CLIP3 KCNK12 EFHD1 GPX1 PHF21A MAPT ANGPT1 NR2F1 SRPK2 PRG4 SLC3A2 MED19 INCA1 CACNG2 IGSF22 CRLS1 CCND1 CCND2 DENND5A CCR1 FHL2 PDAP1 PCSK2 LRRC57 ZDHHC21 LRRTM4 SORBS1 LRRTM3 VMP1 TLX3 THBS1 SYNRG PCSK5 SIM1 SHISA6 NLGN2 STAT3 MID2 RPS6KA3 NAA38 CNTF CFAP161 GRIA1 RBFOX1 RAB22A ELOA WDR20 PTRH2 E2F8 ZNF582 JDP2 LMBRD1 SKIDA1 GRIK3 RBM3 ELAPOR1 TGFB3 FGF10 ENTHD1 JAG1 HOXC6 CDKN2B SMARCD3 ZNF185 S1PR1 TSPAN17 SLC4A3 KMT2A MB SATB2 SPARCL1 PDE4D DLL1 IL24 SLITRK2 HNRNPA0 CADM1 LNPK BPIFA3 SMARCA2 TNFAIP1 KCNA1 CCDC88A LMAN1 ITGAM HOXA3 DCAF8 CCDC80 ITGB6 RLIM TFDP2 HECTD2 PCYT1B ARL6IP4 SMIM43 RNF13 IFT20 LINC02363 AK5 NR4A3 FOXP2 BEST3 HOXB3 UBE2E3 PPIE LURAP1L EIF4E RSRC1 EAF1 VCP NCKAP5 EBF2 ZIC4 FABP4 MYH13 TMEM88 PHF23 RBM39 FBXO36 SEL1L C6orf62 SGIP1 TNRC6A NDST4 CLSTN3 ZSWIM8 KDM6A METTL6 UBXN10 CREBZF PAX2 GPC4 DCLK2 PAX7 CAMSAP1 ALX4 NRG1 BUD31 DLG2 UBE2A GSC MBNL2 PEX5L EDAR ZFR UBE2B TOMM40L HAGH KIF1C CTSK KIF1B CUTA SLC41A2 CA7 CFL2 PKLR NREP CNTN2 VPS45 TXNRD1 JMJD1C UGT2B10 IRX5 HS3ST2 MINK1 NANOS1 PPM1A ZFHX4 BRD8 HIC1 COL9A1 SYNPR TNR RNF128 POU2F1 POU3F4 CHD2 AKIRIN2 MAP1A BEND4 CREB5 PHLPP1 MED13 SLC6A5 NIPBL MARCHF1 EBF1 FAF1 NFY_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFY_01 CYP24A1 PPP2R5C HNRNPR PAN2 ERG28 MTMR14 ZFP91 PDIA3 DNAJB11 PPP1R1B NKX6-2 GUCA2A CCNA1 BARHL1 TMA7 PMEL PRPF38B NOP56 SRSF2 HES1 PCF11 CATSPER2 PCYT2 ZNF436-AS1 PRDM5 ABAT PDGFRB ZNF385A TSC22D1 ACR COA3 FIZ1 GRHL2 NEK2 HOXB13 HSPA1A KCNJ2 MLEC HSPA1L PCNT NPHP4 LHX1 LHX5 SLC43A2 GNAT1 PDZD7 MACO1 OARD1 ACACA TREX1 SMAD2 AGFG2 DDX4 ZNF524 NKX6-1 FAM204A DLX3 DLX1 SFRP1 ATP2A2 RNF5 RGS3 MTERF2 H3-3B KLF1 TM7SF2 ABCF2 SLC20A1 WASF2 SORBS2 EXD1 WBP2 INTS7 CYP39A1 DLEU1 NUBP2 SERPINA6 NARF DLEU2 AGPAT1 SPDYA ZMYM2 LRRC20 CDK1 UFD1 PTF1A SEPTIN4 TLE4 ELMO1 SLIT3 KLF9 SPTSSA TAF15 GTF2I SLC26A9 TMEM129 USP21 ZMYND8 PLA2G3 HLA-DQB2 BCAT2 H2AC1 FUT8 ZBTB10 CCDC186 HK2 TSPAN33 EHF GGCT ZFP36L2 CDC45 CCDC140 CHP1 TLX3 ETV5 C21orf58 WNT8B H2BC1 GLB1L2 PI4K2A HSCB SP140L JARID2 FADS1 SELENOK CCDC51 ELAVL4 MIS12 MROH8 PPP1R7 GSK3B LRP8 DCAF11 PTCH2 CIT CALM2 DUSP6 XPO1 PASK KMT2E WNT3 NANS MYOCD HOXC4 ARL17A SLC25A27 RPN2 OLIG2 DND1 LINS1 FA2H SGO2 SIX2 TACC3 FGF20 JUNB NUMBL NCAM1 HIF1A SYCP3 SIX1 PRCP GPR50 COL1A1 STMN1 ASB7 ZNF436 ABCA7 HIGD1A LRATD1 ELAC2 TSPAN13 SOX2 SESN2 MOB1A NUMB ACTL6A MYO1E FDPS NEUROG3 SREBF2 SLC25A35 SLC25A13 VCP PLK1 CHAC1 PNRC1 HIVEP3 TAFA4 KIF23 CLTA IER5 PAX3 KLF10 DDR2 DSTN TDO2 GPC3 MAZ GGNBP2 LIMD2 DLG3 HCP5 RHOB FAM117B ACYP1 CAT MRTFA SHC3 RHOF HDX PPP2R1A SSBP3 MAEL NOL4 LDB2 PCDH9 GORAB RAB5IF HMGA2 ABHD12 PDP1 M6PR CDV3 COQ10B KDM3A C12orf57 UBB KBTBD8 CNTD1 SC5D FRMD8 ING5 DPF3 NUP98 CNN3 KLF11 UBALD2 PPM1A CDH1 NFYA CDH6 NPTX2 POU3F3 ODF2 NFATC4 COQ8A PIK3R3 BAHD1 TXNIP ACTB INSM2 UBXN11 ISL1 COL5A3 RACGAP1 CDC25A GRHL3 UTP18 CCDC102A CKS2 HFH3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HFH3_01 MEF2C WDR44 ATP1B4 STOML2 SYT6 REST HTR1B FLI1 PHTF2 TWIST2 MAP2K5 TWIST1 TYRO3 ZHX2 COLEC10 NAV3 UBR1 MIDEAS VASN CEBPA-DT PRDM1 PNMA1 HOXA11 RBP3 RBP2 CHCHD7 GPR142 HESX1 ZBTB37 NECTIN1 DMD LHX3 HOXA10 ADGRB3 IFNA8 CDC42EP3 SLC44A1 PLAG1 KLF7 KLF12 PAIP2 NIM1K DUSP21 C2orf73 PCDH17 LINC00314 SHOX2 ATP2A2 PRR34 BMP5 CPEB4 ARHGAP30 GOLGA1 VGLL3 CCN1 PIK3C2A TLE3 ARTN SLIT3 GRM3 ZMYND8 REPS2 NKD1 CAB39L FUT8 SCML1 BCL11B ETV1 SYNRG ETV5 FBXW11 BUB3 FOXD3 SGK1 TBX4 DLG2 SLC10A7 MID1 ELAVL4 INMT ASIC2 TJP1 DUSP1 CSNK1E NEUROD2 GFRA1 CDH10 TOB1 SLITRK2 GRIK2 TNFSF15 IQGAP2 RPS6KB1 RAD21 HOXC4 TSPAN17 LGI1 KAT6B SCAMP1 IRS4 NMNAT2 IGSF9B SCUBE3 CNBP SIX5 PPP1CB RTL9 NCAM1 BPIFA3 SLITRK6 TMEM209 SMARCA2 PRRC2A FBXO11 WNT5A GAL3ST4 SSH3 MYL1 NSG2 CCDC85B UBAP2L REEP4 C1orf43 KRTAP17-1 RUNX2 NOVA1 GABRE ATXN7L1 NIN ADAM23 BRIP1 ITGA3 NR4A3 DOCK3 FOXP2 HOXB3 OMD NEDD4 HOXB8 CPNE1 KCTD15 GRB7 CADM2 PRX CLDN8 PNPLA6 TSHZ2 PRKAG1 UBXN10 RAB3IP ORC4 RGS22 SOX15 LTA EGR2 OTX2 PARP8 FOXJ3 UBE2H C12orf57 CTDSPL2 MCC EPN1 TNF GPRC5C ADAMTS14 NR3C2 PALMD TCF7L2 RGMA C1QTNF3 CYP26B1 SCG3 SLC39A8 MSI2 CHD6 CRIM1 RFTN2 MAF CEBPA GNAO1 COL13A1 IFNA10 AHI1 QRICH1 CELF4 SLC35C2 CILK1 ID2 ID1 CDAN1 NIPBL CRH FBXL22 NFIA IFNA17 FREAC2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FREAC2_01 CGA SYT1 CDX2 C5orf64 IL6ST RABGAP1L VPS52 STOML2 DNAJB12 SYT6 STOML3 RORA CD2AP HIBADH CITED2 BDNF SIN3A RARA PELI2 PITX2 SH3GL3 BRAF AP4M1 PROX1 PCF11 RPS18 UHRF2 NNT ZBTB18 ROR1 PRDM1 EXT1 LINC00474 PTCH1 ENPP2 TET2 HOXA11 KY VIT CHCHD7 EPHB3 KBTBD2 IL25 HNF1A PPP2R2B CEP83 PLAG1 DHX8 MORC1 TRPC4 BMP2 MACO1 KLF12 BCLAF3 SMAD5 EN1 ZNF521 EN2 SMAD1 PCDH18 FOXG1 HEBP2 MARCKS NYAP1 BMP5 TCF15 MARCKSL1 KLF3 GPR137B ZNF385B FGF9 GNPNAT1 EZH1 MITF NAP1L3 MECOM FOXB1 SELENOP HHIP TXNDC12 PIK3C2A FAM133A MMP13 OTUD7B ELMO1 LY86-AS1 ATXN1 INHBA ZNF362 MED8 DENND5A ADAM12 RASD1 IKZF4 ABTB1 IKZF2 OFCC1 CPN1 PCSK1 LIN54 SQSTM1 BCL11B BCL11A HBP1 MLLT6 BCAS3 ETV5 DTNA BCL9 TBX4 AXL IGF1 MID1 DUSP4 ASIC2 SZT2 CFAP161 NRAP DUSP1 C12orf50 JADE2 LINC00173 KCNJ5 SCAF8 TOB1 LRP5 THRA AP1G2 SKIDA1 LMO3 LMO4 RBM4 TGFB3 RASGEF1B FGF12 S100G FAM135B HOXC8 KMT2E RAD21 SLC2A4 CLIP2 PAPPA TIAM1 HOXC4 PITPNC1 SCAMP1 IRS4 PLEKHA5 BPIFA1 SCUBE3 ZFHX3 MRGPRF FGF20 STK3 SLC34A3 WEE1 CLPX RTL9 HOXD9 MAP4K5 CADM1 SLITRK5 EMP1 ASCL4 SLC38A3 TFAP4 RMND5A CXXC5 GREM1 C1orf43 CRCT1 FBXW7 EHBP1 NDRG1 CREBL2 NUDT18 MAFF BRIP1 CASC2 DOCK3 FOXP2 CDKN1C HOXB4 CDKN1A DSG4 PDE7A MTTP CPNE1 HABP4 CREBRF KCTD15 TAFA1 CLDN8 E2F3 FOSL2 ARID4A KDM6A IRAG1 HR NTN5 DSTN KCNQ5 MCM7 TPP2 SIAH3 MSMB PAK1 NRG1 PLCB2 AKT2 GPR174 PRKCH MPP6 MBNL2 UBE2H MBNL1 SERINC3 KLHL24 PURA PPM1D DHRS3 EYA1 HOXC12 FAM53C HIPK1 KLF3-AS1 TBCC MCC C4orf19 ZADH2 PTCHD1 SNX13 TSPAN8 MAB21L3 WIPI2 GPRC5C FRY ADAMTS13 CALD1 CD109 EGLN1 ZFHX4 NFIX GPR4 SKAP1 LINC01101 HAND2 CHD2 POU3F4 POU3F3 PLPP3 TXNIP NGEF ERG NFRKB SCRN3 ENOX1 CELF6 PHLPP1 ID2 NIPBL FBXL22 NFIB FREAC3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FREAC3_01 NOG HTN1 FSTL1 SLC35A2 CITED2 FAP LUC7L2 PELI2 SH3GL3 PHOX2B BRAF ZHX2 NAV3 AP4M1 PCF11 EFNA5 PRDM1 ZC3H10 HOXA13 HOXA11 OTP LAMB3 CD68 HOXA10 IDH1 LHX5 MAML3 PPP2R2B LHX9 DVL2 TRPC4 BCLAF3 RESF1 ESRRG ZNF521 NTRK3 TMEM131L ZMAT4 RGS8 PRR34 TCF15 TSHZ3 FGF9 ARHGAP30 MITF NUB1 CCDC112 KCNJ13 CTAGE4 ZBTB20 AMY2B AGPAT4 ANGPT2 VCPKMT TXNDC12 TBC1D19 POGZ GSE1 ICAM5 SDK2 ARTN PRPF39 KIAA0586 OTUD7B MMP11 ANKRD28 ZNF362 C2orf66 ZMYND8 TMEM94 MKX PCSK1 NSRP1 SQSTM1 BCL11B BCL11A ETV1 ETV4 BUB3 SIM1 BCL9 DTNA GPBP1 TBXAS1 TBX4 DLGAP4 PPP1R10 BRMS1 RASSF6 RBFOX1 BNC2 NSD3 JADE2 CHN1 NEUROD2 GFRA1 LRP2 BAMBI LRP3 KCNJ5 SLITRK2 THRA SKIDA1 LMO3 LMO4 GRIK3 TGFB3 SEL1L3 TGFB1 ZIC2 TTR HOXC8 TBC1D17 EIF4EBP2 PAPPA TIAM1 HOXC5 TIMM9 RPN2 ATOH8 LGI1 PLEKHA5 BPIFA1 MRGPRF ARID1B VAX1 TRERF1 PPP1CB ZBTB40 MAP4K5 ZNF516-DT LRAT MRPS18B C17orf58 CADM1 TIAL1 SPDEF EMP3 SLITRK6 HSP90B1 SLC38A3 FBXO40 TFAP4 MYL1 NSG2 PHF21B CRCT1 HOXA2 HOXA3 MEIS2 AKT1S1 HOXA4 ZEB2 FGB SEPTIN4 ITGB6 HOXA9 LRR1 NOVA1 TRAF3 CREBL2 MAFF ATXN7L1 HERPUD1 DENND2C SESTD1 EFEMP1 NEUROG1 KCTD4 NTN1 FOXP2 CDKN1C CDKN1A ULK1 NEDD4 ZIC5 PRICKLE2 CPNE1 TMEM88 XPO7 RBM39 GRB7 FOSL2 ARID4A KDM6A IRAG1 RP1L1 GSX1 RAB3IP KRTAP13-2 RUNX1T1 SGK3 PAGR1 MCM7 TRIM8 CCN6 TCP11L2 TCERG1L PAK1 NRG1 IMPDH1 LRTM1 AKT2 LINC00305 EGR2 OTX2 PIP4K2A LEF1 MPP6 MBNL2 TSPYL2 CDK6 C1orf116 KLHL24 ZFP28 PURA HOXC12 EYA1 FAM53C VPS45 CTDSPL2 CNPPD1 PTCHD1 LCP2 DENND4C SUPT3H CALD1 ATP5MC2 DCN GPR1 TCF7L2 CCDC116 RETREG2 C5orf46 C1QTNF6 POU2F1 PPP1R12A POU3F3 TNFRSF19 DCX SCG2 CCDC71L HMCN1 CNNM3 GNAO1 MARCHF6 QRICH1 TMEM222 SCRN3 C1orf87 CELF4 GCG CELF6 PHLPP1 ID2 NIPBL MEX3B FREAC4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FREAC4_01 AP1G2 SKIDA1 LMO3 LMO4 TGFB3 CITED2 HOXC6 TAF5L SIN3A CLIP2 HOXC4 PHTF2 BTBD3 PELI2 LOX PUM2 ABI3BP TENM1 PLS3 PITX2 C7orf33 RARG BRAF BPIFA1 MYH2 COLEC12 PDCD1LG2 SLC34A3 BTBD8 FAM53B HOXD9 GABRR1 VASN CADM1 ROR1 PRDM1 KLHL41 EMP1 IBSP PPP2R3A TET2 HOXA11 VIT CRCT1 ZBTB37 SEMA5B SH3RF1 KBTBD2 OTOP3 RIPOR1 PRPS1L1 HNF1A SLC31A1 NUDT18 TECTA BCLAF3 KLF12 SYT10 NR4A1 FOXP2 SHOX2 CDKN1A ULK1 NEDD4 PDE7A TRPS1 PNRC1 TMOD3 HEPH RBM39 TAFA1 PHEX IER5 EVX1 ZNF385B FGF9 MYL6B MAST4 UBXN10 HR CTCF SPRY4 RUNX1T1 KCNJ13 NTN5 FERD3L KCNQ5 TMEM147 OSR2 SLC24A2 PTH1R TMEM59 FOXB1 UTP25 ZC3H6 OTX1 CALHM5 TNMD ZFX TLE3 LEF1 MBNL2 UBE2H MSC PURA INHBA EYA1 ADRB1 AMER1 ATXN7L2 MCC TCEANC2 ZADH2 PTCHD1 SNX13 TSPAN8 PTAFR CAMK1D CLDN18 HS3ST4 FRY ADAMTS13 CALD1 ETHE1 NDP SCML1 NNAT CD109 IKZF2 TCF7L2 NAALADL2 ALDH1A2 LINC01101 TMCC1 PER2 POU3F3 USP34 TLX1 FOXD3 HMCN1 ERG NCDN TBX4 HSPG2 PDZRN4 IGF1 GOLPH3L DGKI PHLPP1 DUSP1 ID2 FBXL22 GFRA1 FREAC7_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FREAC7_01 CGA RP1 MSTN C5orf64 NEIL3 ATP1B4 FST STOML2 SYT6 LINC00299 PLEC SOHLH2 ALKBH5 CCN2 CH25H FAM122A TWIST1 OPA3 TYRO3 BRAF PMCH ZHX2 UBR1 MAGED2 PREX2 ZBTB18 EFNA5 PIAS1 IBSP PTCH1 HOXA11 CHCHD7 HESX1 IL17C IL25 HOXA10 ADGRB3 PPP2R2B CDC42EP3 GDPD3 PLAG1 NTF3 OARD1 EN1 EN2 SEMA6D PRR34 TSHZ3 RAB5B FGF9 CPEB4 ARHGAP30 TYR GOLGA1 ZBTB20 MSL3 VCPKMT POGZ PCDH11Y PIK3C2A PCDHB6 PCDH11X FLOT1 PTF1A ELMO1 GRM3 NPPB STX19 ALPL CSF3 C21orf62 CXCL2 SCML1 IKZF2 CCDC140 EXD2 BCL11B C8orf82 ETV5 BUB3 FOXD3 DTNA FLRT3 C17orf78 DLG2 SLC10A7 MID1 PRPF18 CLDN23 ASIC2 NRAS CSNK1E C12orf50 BNC2 SDHD NEUROD2 NEUROD6 OGG1 BAMBI CTNNAL1 SNCAIP TNFSF15 LINC01138 SEL1L3 CBX6 DMPK TGFB2 PACSIN3 HOXC4 GATA4 SCUBE3 TAZ SLC25A51 PPP1CB TIMM8B JUNB RTL9 CADM1 LNPK CSNK1G3 FBXO11 SPTB RNF17 GAL3ST4 TCEAL7 SSH3 SOX2 BEX2 ELK3 CXXC5 ABCA1 RHOBTB1 TOGARAM2 RAB6C DNAJA4 RUNX2 NOVA1 NIN EPYC UCKL1 CACNA2D3 HOXB4 VCP NEDD4 HIVEP3 CREBRF KCTD15 LDOC1 CLDN8 IER3 PNPLA6 NDST4 HCAR3 PRKAG1 HCAR2 MXRA8 PAX3 FRMD4A KCNQ5 GTF2A1 TRIM8 MGLL RHOB NRG1 SSBP3 PARP8 SBF2 TSPYL2 UBE2H C2orf27A KRT84 C12orf57 ZADH2 NPVF EPN1 LCP2 DENND4C GALNT1 ERRFI1 TSHB NFYA TCF7L2 RGMA HAND2 POU2F1 CCDC174 HMCN1 COL13A1 NFRKB IFNA10 DRG1 LBX2-AS1 AP000708.1 CELF4 ADGRF1 CDAN1 CRH FEZ1 NFIB LINC01931 HFH8_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HFH8_01 HMGN3 MASP1 SNCB ATP1B4 PDLIM3 SYT6 FSTL1 RORA MRI1 FLI1 PELI2 C7orf33 OPA3 RRP36 PMCH EMX2 TGIF1 PPARGC1A ZBTB18 MCTS1 IBSP ACP6 HOXA11 GPR142 HESX1 ZBTB37 NECAB3 IL25 DMD HOXA10 ADGRB3 PPP2R2B GDPD3 NTF3 KLF12 BCLAF3 PAIP2 IL1RL1 ASXL1 LYPD1 ESRRG ZKSCAN5 SMAD1 NTRK3 LASP1 PRR34 MARCKS KLF3 ELF1 ZBTB22 CPEB4 DPP10 ARHGAP30 GOLGA1 ZFYVE1 NR2F1 POGZ ARTN CACNG2 SLIT3 INHBA GRM3 CCND1 ANKRD28 ZMYND8 RASD1 CLN5 USP3 CXCL2 FHL2 STARD13 LINC00649 SUMO1 BCL11B ETV1 SUPT4H1 KIF21A ETV5 BUB3 SIM1 DTNA FOXD3 FLRT3 SLC10A7 MAPK10 INMT ASIC2 DUSP1 SLC16A6 RBFOX1 NSD3 NEUROD2 GFRA1 BAMBI TOB1 FOXN3 SNCAIP AP1G2 LMO4 ITPKB RPS6KB1 ENPEP CBX6 WNT2 ASPA RAD21 HOXC4 TSPAN17 ATOH8 IRS4 SCAMP1 LBX1 PPP1CB RTL9 CADM1 LNPK STX5 ARFGEF1 FBXO11 TFAP4 SSH3 SOX2 NSG2 KCNA4 BEX2 NOSTRIN CXXC5 ABCA1 REEP4 PRIMA1 RUNX1 NOVA1 NIN NR4A2 BRIP1 NR4A1 FOXP2 WWC2-AS2 HOXB7 NEDD4 CREBRF HOXB9 KCTD15 XPO7 KCTD12 CLDN8 TSHZ2 PRKAG1 HCAR3 HCAR2 NR6A1 HR MXRA8 FRMD4A KCNQ5 SLC35D1 ORC4 GTF2A1 MGLL IMPDH2 LTA IP6K2 RABL6 BRCA2 EGR2 GPR18 PARP8 OTX2 TSPYL2 UBE2H PURA KLF3-AS1 ATXN7L2 TBCC C12orf57 KRT84 CTDSPL2 LCP2 ING3 TNF TSPYL4 TCF7L2 C1QTNF3 HAND2 TNR CYP26B1 SLC39A8 POU2F1 SCG3 CHD1 POU3F2 SCNN1G YES1 RFTN2 HMCN1 WBP1L COL13A1 IFNA10 CREB5 CELF4 SLC35C2 ID2 CDAN1 CRH SH3BGRL3 MESP1 IFNA17 NFIB CCAWNWWNNNGGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CCAWNWWNNNGGC_UNKNOWN AP1G1 ZNF326 CNOT3 ZCWPW1 IRF9 INO80D BPIFB2 FAM193B HOXC6 CCNE1 TRIM8 YY1AP1 CDKN2C ROBO1 HOXC4 HMGXB4 H2BC10 CAMSAP1 VEGFA PCGF1 STAG1 RABL6 NUDT3 ZWILCH ZFY EMX2 STRN4 ZFX OTX2 ZC3HC1 ADNP BCL2L13 YBX3 FERMT2 BSPRY NKX6-3 RIF1 HNRNPA0 ADK ARCN1 EIF1B PPP2R5E RBM26 COL1A1 SNX13 ZBTB47 FIZ1 UBE3A CABP1 ATP5MC2 HEXIM2 ARIH1 CSDE1 B3GNT5 DMD SAT1 HOXA10 FEZF2 ENTPD3 RPL4 TLX3 FKRP UBE2K CNKSR2 CELF1 MAP1A AZIN1 MEPCE ZNF524 DRAM2 KRT8P41 ATRX ABRAXAS2 POLD4 TSC1 RPL18A MED13 SALL1 RAB22A SMYD5 ABL1 RBM39 H3C8 HDAC6 DAP3 LSM14A CDC42BPB NFAT_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFAT_Q6 EDN1 ZBTB32 OR1E2 UXS1 PIP4P2 MAGED1 AGTR2 PLOD2 FAP TIGD2 FGFBP2 ZFAND3 CRY1 UQCRFS1 PITX2 PHOX2B CGRRF1 PIK3CD SPAG17 ZHX2 PREX2 SRSF1 ZFHX3 CD274 ZBTB18 IFNB1 CXCR5 ATG2B MRPL45 XK GRK2 ARF6 MTIF2 CNOT1 LIF SH3RF1 NECTIN1 EGFLAM SREK1 KMT2A KLF13 ESRRB LGALS1 PCDH10 PCDH12 COL16A1 KIF3C EPHA2 SHOX2 PRRG4 MLLT11 FAM43B TCTA LASP1 TRPS1 FJX1 WBP2NL MARCKS BMP5 TLL1 ELF5 CPEB4 MITF NBEA SPINK5 ANKRD17 GPX1 ZNF654 FOXB1 RAB6A NR2F2 WDR47 MSL3 GHR ZNF644 EXOSC9 FBXL20 ANP32E PRSS45P COL25A1 ZNF143 TSEN34 MBOAT7 ANKRD28 MAST2 ZNF362 SLC26A7 GADD45G NTM-AS1 ZMYND8 CDC42SE1 ORMDL3 PTOV1 LIMS1 HSD3B7 USP2 COL3A1 IKZF2 CCDC140 EXD2 PER2 ETV5 CAPN6 IL4 HAPLN1 JARID2 PAK1IP1 TBX4 HSPG2 MTF2 GSK3B BNC2 CAPG ZBTB5 RBM14 IL2 SLITRK2 JDP2 SNCAIP PDGFB LINC01138 TGFB3 ZIC1 KLHL3 TGFB1 GTF2E1 TRIM47 HOXC4 GATA4 RBMS3 FRS3 TFAP2D PRICKLE4 SPARCL1 SGO1 PDE4D MRGPRF TACC2 CCDC6 MAP4K4 SLITRK1 ZNF516-DT VAMP8 TIAL1 DLL4 TNFAIP1 EMP1 LRATD2 NAPG SOX3 CNIH2 SOX5 SNX2 CNTFR ELK3 COMMD10 TMEM38A HOXA2 ARAF P2RY1 TEK TFDP2 NDRG2 PCDHA13 TEC IFT20 SLC6A12 TEAD1 FOXP3 FOXP1 FOXP2 HOXB3 HOXB4 ZIC4 CPNE1 NMD3 TMEM88 PHF6 SOX21 APOLD1 PAX3 DDR2 NTN5 PAK5 ARHGAP6 ARHGAP5 CCN4 PCBP2 RHOA POU4F2 IP6K2 PTGER1 SOX10 TRPM3 SSBP3 PARP8 ARL5B RASL12 KLHL24 RBMXL2 CD84 C3orf14 CFL2 S100PBP NRK ACVR1 NKRF CPO ADAMTS17 JAML CABP2 NR3C2 CTNND1 CLVS1 UBR5 TNFRSF1A CDK11A CDK11B SAFB RNF128 INPP5F POU3F3 FEZF2 INPP5E NFATC4 COL8A1 BRINP3 DIPK2B BAHD1 ERG TNXB GNAO1 PLAC1 FLT4 DTX3 CREB5 ENOX1 TAB3 GRHL3 RASL11A ID2 SP3 SULF1 IRF1 MARCHF1 NOTUM IRF4 IGFBP3 RNF182 MYCMAX_B http://www.gsea-msigdb.org/gsea/msigdb/cards/MYCMAX_B ATPSCKMT AJUBA STARD13 RND3 NSUN2 PDP2 VAPA ALOXE3 HNRNPD CYP2D6 RORC HNRNPR H1-10 SYT7 NSMF IRF2BPL ZNRF2 RTBDN PICALM GRIN2B SEMA7A RAPGEF6 KANSL3 TOX2 PITX3 STAG2 BHLHE41 ANKS1A NKX2-8 TAOK2 TGIF1 SUN2 PPARGC1B TSC22D4 SPAG9 RPS19 PCYT2 CATSPER2 SERPINF1 CEBPA-DT FCHSD2 TGIF2 SERBP1 HS3ST3B1 ENPP6 TRMT2A ARF6 MYO19 TMEM43 PFN1 ATG9A CRMP1 TXLNG PABPC1 LAMB1 SUGP2 SPOP GIT1 SMAD7 PAIP2 KLF13 HPCAL4 ANKMY2 FXR2 EPHA2 CCT5 WWC1 EPS8 HPCA AP001372.2 NUTF2 C5orf38 MARCKSL1 FOXA2 TCOF1 HENMT1 RIMKLA XYLT2 CAMKV DNAJC11 SPG21 HSF4 CCER1 ABCE1 NKAPD1 ZDHHC5 SLC25A5 MICAL2 PTF1A EXOSC5 SDK1 JPT1 RBBP7 DERL3 MMP11 HNRNPDL TAF11 ZDHHC14 CCND1 ZNF362 OSBPL10 KCNH2 TMEM59L KCNH4 PTOV1 PDIA2 SCML2 ABTB2 ZNF367 KIT ZFP36L1 CDK16 NR1D1 FAM214B BCL11B PER1 DAZL SNAP25 BCKDHA RBM24 SNRNP70 TBX2 DLGAP4 ZFP1 TSEN2 ILF3 ELAVL3 L1CAM ETF1 OR2L13 SDHB RPS6KA3 ANKZF1 C12orf66 CALM3 NEUROD1 LRP8 PES1 CALM2 PDGFB FGF14 AMMECR1L C17orf102 CRABP2 NTN3 EIF5A PARP6 NR2E1 WNT1 HOXC4 HOXC5 PGRMC2 VEGFA EIF3B ELOVL6 ZNF574 RNF146 SCRT2 PITPNA CA10 SOCS3 CNBP RAI14 YTHDF2 SIX5 SLC25A33 VAX1 WEE1 ASCL2 ASCL1 RCL1 DLL4 SIX1 MGME1 TFAP2C STMN1 XRN2 PLXNC1 EEF1B2 AHCTF1 TFAP4 DIAPH1 SNX5 TMEM132E PTK7 SOX4 ANAPC10 SRF G6PC3 DAZAP1 UBE2D3 NPM1 HOXA9 NADK2 ZNF800 LRFN5 SEC61A1 EWSR1 ACY1 CPNE5 SYT12 AK3 NEUROG3 CXCL14 SALL1 HOXB9 PHF7 TSHZ2 PRKAG2 UBXN10 CREBZF BAP1 KLF10 PAX2 PTMA BZW2 KLHL35 TRIM8 GTF2A1 PCBP4 FAM117B RANBP1 PIH1D2 APLN KPNB1 SLC1A1 CTIF NSF NDUFS1 EBAG9 EGR3 PTCHD4 PIGW SOX12 PIP4K2B NCL HMGA1 ARL3 SHKBP1 IPO7 ACVR2A KDM3A SEZ6L2 UBE2S ST3GAL2 CEP95 IRX2 IVNS1ABP TRIB1 RNF125 ALDH1A2 ILF3-DT PLCD1 NFATC4 GFI1 TNPO2 INSM1 CEBPA C1orf21 ISL1 CELF4 TMEM248 PPP1R9B NAT8L ZNF771 MMP23A MMP23B ID1 DBP TRPC4AP CRK DYM MEX3B PAX3_B http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX3_B BMI1 XPO1 SKIDA1 MITF HNRNPD EIF5A PLEC CANX PTMA INTS7 BZW2 HOXC6 AP2B1 ELOVL5 TRIM8 HOXC4 SIAH3 BTBD3 RANBP6 SEMA3A E4F1 SHC3 RNF212 LAG3 MIR137HG ZMYM2 BHLHE40 SOX10 BRAF BARHL1 ZHX2 PLPBP DLL1 GEM IL24 INHA LRRC59 GJD2 ZNF711 JUNB PURA RTL9 DNAJC27 BAZ1A NDEL1 NNT ZNF362 MRPS18B ZPBP2 IGSF1 CADM1 TNFAIP8 AGAP2 ACVR2A PRRC2A IRX6 ONECUT2 RPL27A ELK1 RAB7A PRDM12 NPAS2 INTS9 NECTIN1 ZEB2 TMEM86A BCL11B FEZF2 CNNM2 ZMYM4 TBX3 L3MBTL2 DYNLL1 ANKMY2 PPP1R10 NR4A1 DLG2 ELAVL2 KLF14 ZNF521 NR4A3 TEAD3 RPS8 DKK2 PHLPP1 FBLN5 PNRC1 HIVEP1 LRP8 GK KLF2 PAX8_B http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX8_B ATP1B4 HOXD12 BDNF WNT4 PAPPA TIA1 BHLHE22 SLC25A28 METTL26 PUM2 RARB FAM71F1 TSPAN2 MAP2K5 TWIST1 SH3GL3 LRRC74A ACTN1 LUC7L3 TRERF1 TANK RELCH HOXD8 HNRNPA0 TMTC2 LHFPL1 MNT FAM219A PTCH1 ALCAM NECAB3 ELK4 GPR27 TEK RHOBTB1 NPM3 HOXA9 PPP2R2B OLFM2 PDZD7 GABRA1 TAF5 OSBPL7 NEUROG1 GGN RERG HOXB4 KCNQ1DN HOXB7 DIO2 HOXB8 HOXB5 SUPT16H HIVEP1 AHCYL1 RBM39 ZNF385B TSHZ2 MYBPC1 HR RHOQ NRGN CLTC CFAP20 GPC4 POU4F3 NRG1 NABP2 DLG2 SRPK2 GABRG2 NOL4 FAM172A TMEM255A CNTN6 ELMO3 PURA IGSF22 EML1 KLHL13 JMJD1C CAMK1D CCDC24 CALD1 ABLIM3 LRMDA PPM1A ATP5MC1 TCF7L2 IARS1 RGS12 NR1D1 DNAI1 FEZF2 PIK3R3 HPN RNF220 BEND4 MYF5 PAK1IP1 MAN1C1 BNC2 SP6 MARCHF1 NEUROD6 TIAF1 WHN_B http://www.gsea-msigdb.org/gsea/msigdb/cards/WHN_B SYT4 SNCB HTN1 DOLK DDX17 BDNF GRIN2B FAP FSTL5 H2AZ1 CFAP299 AL162293.1 DHX30 STAG2 BHLHE40 CCAR1 ANKS1B STC2 EFNB1 MYH2 GRIN2A NUDT10 NUDT11 MIDEAS PPARGC1A JUP CAMK4 ZBTB18 JUN ZNF768 ZNF385A PMP22 ZC3H10 SIRPA FIZ1 DBF4 ZBTB37 ARIH1 PFN2 TMEM86A DUSP14 HNRNPH3 PPP1R32 AMD1 NKX2-2 SREK1 MACO1 HPCAL1 LAPTM4A RNF43 ESRRG DDX5 CDC26 RO60 ZNF524 MLLT11 RNF6 NOLC1 SUPT16H HSPA14 H3-3B KLF2 JPH2 SLC20A1 SYNJ1 ERLIN1 NFKB2 ANKRD17 CHST11 PCGF1 ZNF644 SLC25A4 ACO2 ARMC8 HERC1 SENP2 ZNF362 RPL41 EIF4A1 WNT9B CDC42SE1 GREB1L FOXO4 SLC25A40 ZBTB11 ZBTB12 SFN GJC1 POLR2A GALK2 SF3B1 COPS2 CSDE1 SUMO1 CCDC140 MRPL12 RAB11A PRSS16 CEP164 PPP3CA MTMR4 HAPLN1 TBX6 RBM24 TBX3 JARID2 GRIA3 AZIN1 VEZF1 ELAVL3 NPR3 HYDIN JADE2 ZBTB4 GSKIP PHF5A CALM2 TOB2 STT3B TOB1 SIK1 THRA WNK2 LMO3 SKIDA1 BTRC JAG1 NR2E1 RGL1 HOXC6 WNT1 TOP1 WNT3 PAPPA SND1 ERLIN2 ELOVL6 SH3BP5L NMNAT2 PITPNA LRP1B KIAA0825 YTHDF2 VAX1 JUNB MIB1 ARHGAP36 DLL4 SIX1 OPHN1 SLITRK5 ARFGEF1 HSP90B1 SNX9 BBS5 ONECUT1 TFAP4 SOX3 PHF21B ARPC5 EXTL2 KCNS3 HOXA3 ZEB2 HOXA7 CCPG1 HOXA9 HSPE1 ADRA2C ANGPTL5 SLC30A7 TMEM203 ANKRD13B NIN RFX4 TAF5 MYO1E FOXA1 TOMM40 SSB NR4A3 NEUROG3 RPRD2 KCTD4 ANKH FOXP2 LAMTOR1 HDAC4 EAF1 HOXB8 SALL1 CREBRF MYH13 HOXB9 HSPD1 DNAJB4 GPR173 PNPLA6 CDC14B OTUD5 METTL6 ARID4B CTCF PAX3 CXADR SDCBP2 PTMA PCDHGA2 HAUS4 SPRY2 CRYL1 ZCCHC9 POU4F1 DLG5 NRG1 TSC22D3 NSF GABRG2 EGR3 LEF1 BANP MBNL1 PCDH7 ALK PRPF4 SRRM3 EML2 HOXC11 CAPN12 CNOT11 SLC35E1 KLHL13 UCHL5 FMC1 NUDT21 NRK CEP95 DNAH9 IRX5 TAC1 ATG16L1 RSBN1 FAM174A TRIB1 UBR5 PRDM12 PRDM10 POU3F4 GGPS1 POU3F3 INSM1 ICA1 AKIRIN2 NF1 COL4A6 COL4A5 NDOR1 NAT8L ID2 TBC1D32 EBF1 ZF5_B http://www.gsea-msigdb.org/gsea/msigdb/cards/ZF5_B NUDT16L1 SLC9A7 KDM1A DST HNRNPD SYNCRIP H1-10 GRIN3A RORA SYT7 SLC26A10 ADGRL2 HOOK2 ZFP91 EPC1 CUL5 FAP TIGD2 LSM5 TIGD3 PITX3 BCL7A LMF2 EIF2B4 PITX2 BHLHE40 OPA3 PTPRG CRTAC1 ANKS1A MECP2 CYP26A1 TAOK2 JUP NAV2 EFNA4 RAB10 GRHL2 PDIK1L BCL2L1 PKN2 HTATSF1 LHX2 TRA2B ZNF398 RHBDF1 CYRIB CIDEB DDX1 EN1 AFG3L1P PORCN PPA2 SEMA6A DLX5 RNF207 DNAJC22 MARCKS NYAP1 NEURL1 KCNAB3 FOXA2 KIF7 ZBTB17 FBXL19 MTHFD2 XYLT2 TBC1D20 NR2F6 DPEP3 GON4L HHIP COL11A2 CENPBD1 CACNG7 TLE3 PDE10A TAF11 ZDHHC15 C9orf139 ZNF804B PATZ1 AP5B1 CBX2 RAPGEFL1 KCNH4 CLOCK THOC1 MAGIX FUT8 PRR14 ZNF646 CLDN11 EPB41L4B MYCL MTMR3 GPHN C8orf82 PPP3CA GNRHR2 MTMR4 POLR3G MAT2A NLK NLGN3 ELAVL3 ITPR3 ETF1 ASIC1 RPS6KA2 CDON JADE2 DGKZ ZBTB5 GFRA1 RBM14 SCAF8 THRA PDGFB GRIK3 FGF13 FGF12 NR2E1 CBX6 ZIC2 PRKAR2A WNT4 CDKN2C VEGFA RALB SLC4A2 LGI3 RBM10 TMEM135 SCRT2 FMR1 STIM1 RBKS DDIT3 JUNB RBPMS TRIM33 DLL4 STMN1 ZNF703 WNT5A PLXNC1 FGFR3 GCLC TFAP4 CPSF7 DIAPH1 ANAPC13 SPEN SSH2 ABCA2 NHS OBI1 OAZ2 POLE4 MEIS2 DENND6A ADRA2C RHEBL1 B4GALT2 RFX4 GABRA3 NEUROG1 EFS KCTD4 SREBF2 VCP CPNE1 WDR1 ZNF410 CREBZF HR CEP63 SDHAF2 MAZ PSMD2 POU4F3 TRMT9B SV2B POU4F1 IGF2BP1 PLCB1 NRG2 TMEM145 IGF2BP3 EBAG9 AKT2 MT3 OTX1 PRR7 MRPS5 CDK9 NRXN1 CDK5 PGM2L1 NCAPH2 NCOA2 PSD CA7 NCOA5 NCOA6 ENHO MAPRE1 TSPAN7 ANKRD35 GAP43 SNX17 ABLIM3 PPM1A NFYC METTL16 PCDHGC3 TRIB2 RNF125 SRCIN1 PRRG1 RASGRP1 ZNF668 POU3F3 GEN1 BAHD1 NDUFA4 INSM1 MBLAC2 NF2 FLT4 SLC12A5 ZNF827 QRICH1 PEX11B SH3BP4 UTP18 SLC6A7 NAT8L MACROH2A2 BABAM2 PRR16 FAF1 ATF_B http://www.gsea-msigdb.org/gsea/msigdb/cards/ATF_B ABHD16A RAD51C LDHA PNMA3 SIK1 LTBP1 CDX4 ADCY8 RUSC1 PDLIM3 RCE1 CBX8 OGDH CD2AP NR2E1 IRF2BPL LGR5 TMEM39A SLC25A25 ELOVL5 SPRED2 RAB24 RAB25 GNL1 CCNA2 ZNF576 PITX2 SCAMP5 RUNDC3A ZNF593 CTC1 CHMP1B NCALD EEF2 RBKS TIPRL GEM PTPRU NUP42 PPARGC1A DCTN1 DEPDC4 SPAG9 HOXD8 HAS1 CCDC148 FAM131A DNTTIP1 TRAPPC1 CHGB TNFAIP1 ZIM2 WFDC3 MYL6 RBP5 NEK1 CMSS1 CDK2AP2 ANAPC10 AFF4 DAAM2 AKIRIN1 RCAN1 ATP6V0C CYSTM1 SULT4A1 PRR3 JUND RIPOR1 TRAF4 ATL2 PARD6A MAFF UCN IFT20 PHACTR3 EPB41 OSBPL9 LMCD1 ATG5 YTHDC2 MCAM HSP90AB1 TSC22D2 EPHA2 SUV39H2 KCTD8 RNF7 DIO2 PNRC1 PKP4 AREG ZFAND2B IKBKB SST FGF6 SGIP1 RAI1 CLSTN3 TACR1 CLDN6 PNMA6A MITF VGF C1orf35 ASPHD1 THADA FOS CCN4 MAP1LC3A OSR1 PAK3 PAK1 HHIP AGPAT4 ABCE1 NOL4 SRRM4 RING1 MBNL2 FOSB UBE2H MBNL1 PDP1 UBE2B GRP HOXC10 TRAP1 SEMA4C GNB4 SEZ6L2 TSPAN7 PPP1R15A MAP3K13 TMEM59L PPP2R2A PEG3 IRX4 VIP ING4 YWHAZ IRX6 RPRD1A ZBTB11 HS3ST2 CREM TH PPM1A ZNF367 GPM6B FAM174A PFAS NDUFB2 GPR3 CYLD DDX19A CAMK2D PLCD3 RUSC1-AS1 PACRGL PER1 PAFAH1B1 APPBP2 GTF3C1 SNAP25 FOXD3 SCG2 GPBP1 FLT1 HS3ST3A1 CNTROB ELAVL1 AHI1 MAPK10 VPS37B AVPI1 TEX14 RNF44 DUSP1 ID1 PRELID1 ADAP1 SLC18A2 CRH NUBPL BABAM2 KCNF1 C11orf87 SIDT2 NEUROD6 CALM2 ETS1_B http://www.gsea-msigdb.org/gsea/msigdb/cards/ETS1_B DLC1 HNRNPK SLC9A9 VWA7 HM13 GLB1L FFAR4 PDLIM2 MAGED1 NT5C2 GIT2 TSPAN1 FOXO3 TWIST1 TMEM161B PIK3CG MIR22HG TYRO3 DAB2IP ROCK1 SCN2A MAP9 PLA2G4F MIDEAS TSC22D4 NME1 OMA1 AGAP2 ZNF384 TGIF2 BIN3 ADAMTS4 WDR53 PACC1 ITGA11 BCL2L2 BDKRB2 CSRNP1 ESM1 ARHGAP45 BTBD16 LIF LANCL3 LYL1 EGFLAM HOXA10 RIPOR1 DYNC1I1 SLC4A1AP PABPC1 AMD1 IL1RAPL2 OLFM1 CPXM1 CEP83 BMP4 CNKSR1 KLF12 KLF13 S100A10 GPR150 PLEKHH2 UBE2L3 ABCG1 TNNI2 PTPN11 CBLB KCNQ1DN RGS3 DMTF1 TREML2 SLC25A37 DPP3 SPNS3 KCNAB2 ZMAT3 LIME1 GJA5 CANX MCTP1 SRPRA SPIB NAT14 CAP1 CYTOR LAG3 ACAP1 ADAM11 HYAL2 RAP2C LYN PPP4R3C MGAT4C ADNP INCA1 FLNC GTF2B NCEH1 ELMO1 DOK1 ZNF296 PTBP3 SEMA4C RUVBL1 IL12B ADAM15 WDFY4 DHH CSF2 FOXO4 PUS7L SLC39A11 HSD3B7 PML TMUB2 ZNF35 ZNF687 STARD13 RAB43 TTPAL ETV6 BAZ2A CLEC14A APBA1 RASA2 DLGAP4 LRRN3 RWDD4 ETF1 ITPR3 ITPR2 DKK2 SLC16A2 SOST UBTF APPL2 FYN LUC7L CAST TOR4A GMPR2 ARL6IP6 FOXN3 SNCAIP SEPTIN1 PDGFB TAF8 TGFB3 IL13 SASH3 ITPKB MMP3 CRADD FOXRED1 CCNJL HOXC4 GIMAP4 SPRED2 RBMS2 ELOVL6 SPRED1 GLP2R RNF31 KMT2A POU2AF1 KCND1 CHMP1B MADD TRIM41 CMTM6 JUNB WDR81 MAP4K4 SLITRK1 STX5 SDE2 STK16 TMEM256 STK10 TFE3 TMEM204 MAP4K2 NEDD8 TIMP4 ELK3 EXTL2 HOXA1 PTK2 MTPN RLIM ZNF800 SLC30A7 CPNE8 C6orf223 DPPA4 FURIN FOXP1 POLD4 CORO1A TNFSF11 NEDD4 SLC7A1 ARL4C CD79A IKBKB CACNA1D FBXO36 MYH10 TRAPPC11 E2F3 E2F5 APOLD1 RMI1 ZSWIM8 PAX6 ARHGAP15 CBFA2T3 RHOV TNS2 ZNF205 RPS3 ORC4 GGNBP2 TPP2 LIMD2 LOXL3 NRG1 SEC24C SHC3 FOSL1 TSC22D3 PLCB2 NDUFS2 KCNQ1 IMPDH1 EPN3 PCDH7 SLC9A3R1 HMGA1 KIF1C TMEM71 DEF6 PSME2 LCK TBC1D10C LCP1 LCP2 CAMK1D GALNT2 ST3GAL2 WIPI2 KDF1 UBALD2 ARPP19 UBE2R2 HIC1 RGMA LINC01565 POU3F4 VPS39 GPR107 SLC12A4 RGS14 PPP1R9B SH3BGRL NIPBL RNF40 PRSS27 ETS2_B http://www.gsea-msigdb.org/gsea/msigdb/cards/ETS2_B DLC1 CTHRC1 FAM20A PGF PITPNB S100A9 PTTG2 REST AGBL5 CITED2 FLI1 CCDC88B NT5C3A GIT2 TSPAN1 FOXO3 RAB20 MUC13 TWIST1 RUNDC3A TYRO3 MIR22HG DAB2IP EFNB3 SCN2A ZHX2 LIFR MAP9 TMEM164 PLA2G4F MIDEAS TGIF2 ADAMTS3 MCTS1 CD248 KCNMB3 GCNT2 BCL2L2 ESM1 BTBD16 LANCL3 LYL1 EGFLAM RAC1 HOXA10 ARAP1 SLC43A2 SLC31A1 OLFM1 TYROBP CNKSR1 CDK12 KLF12 LGALS4 RNF43 TREX2 S100A10 PLEKHH2 VDAC2 EPHA2 TNNI2 KCNQ1DN DMTF1 RGS3 TMEM131L PPRC1 TMOD3 TREML2 TREML1 TCF12 ZNFX1 DPP3 CLSPN SPNS3 NRP1 EVX1 ZNF532 ZMAT3 HCAR1 ARHGAP30 SPI1 CANX VWA5A CKB ACTR3 ACTR2 AP2B1 CCDC91 ANGPT1 DOCK11 ATP5PD LYN ARHGEF6 SF1 ADNP C22orf15 ZNF143 ARHGEF15 FLNC ARHGEF12 GTF2B ELMO1 B4GALNT1 KLF9 DOK1 PSEN1 TRMT2B SEMA4C IRAG2 WNT9A IL12B WDFY4 MAP3K11 STX19 PUS7L ZBTB7A USP3 SLC39A11 ZBTB7B TMEM100 RTKN ZNF35 GNG11 IL7R STARD13 RAB43 NR1D1 BCL3 RAB11A SPATA6 NIPAL2 RASA3 BAZ2A CLEC14A APBA1 HAPLN1 RAP1GAP DLGAP4 IGF1 RWDD4 ITPR2 FYN DGKZ CALM2 LRP5 CAST TUSC3 GMPR2 FAM110A IER5L EIF5A IL13 MMP3 VCL PTGIR KALRN HOXC4 PTGDR2 PSIP1 RBMS2 ACY3 ATOH8 ZNF276 MIR137HG GSDMA POU2AF1 CHMP1B GNB1L NUFIP2 FUT10 IL11RA WDR81 STX5 FGFR4 LST1 FGR SIPA1 TMEM204 CCDC85B MAP4K1 TIMP4 NEDD8 MAPKAPK2 IRAK4 HOXA1 RASAL1 MEIS2 TCERG1 ZEB2 ITGB7 RLIM EIF3K GALE ANGPTL1 ZNF800 STRBP ARHGDIB CPNE8 DIXDC1 SESTD1 TAF5 C6orf223 TEAD3 DPPA4 FURIN DOCK4 CORO1C LAT CDKN1B TMEM154 IKBKB CACNA1D TRAPPC11 MYH10 CLTA TLN1 E2F3 KDM6A PAX6 CTCF RHOV ZNF205 APOBR ARHGAP4 BZW2 PCDH1 CRTC2 ORC4 PAK3 LIMD2 ATP8B2 ESAM LOXL3 GPR162 SHC3 TSC22D3 IMPDH1 EGR1 SSBP4 MYCT1 LDB2 SBF2 FOXJ3 PCDH7 SLC9A3R1 VASP CTSW TMEM71 AAMP CA4 PNKD TBC1D10C LCP1 CAMK1D VIP KDF1 CDH5 NPAS2 C1QTNF5 RGS12 C1QTNF6 STAP1 SAFB RNF128 PPP1R12A LINC01565 CAMK2A GPR107 L3MBTL2 CREB3 CEBPG SPARC PPP1R9B RTL10 SP3 NIPBL TRPC4AP ARAP3 CUEDC1 CRK RNF40 GABP_B http://www.gsea-msigdb.org/gsea/msigdb/cards/GABP_B XRCC4 UBE2F SYT5 U2AF2 SNIP1 SART3 ZNF653 MTMR14 ELP2 TAF5L BTBD1 LSM5 ZNF394 LSM1 SUPT5H C9orf40 KXD1 LRRC41 BRCC3 TENT5A MAGED2 KAT5 AP5M1 LRRC29 PHLDB3 ZNF384 WFDC3 FAM219A KIF4A ZNF79 PHF20L1 CRIPT TRMT2A ZBTB41 ACP2 MYO19 BANF1 MLEC RAB7A MTCP1 ASXL2 SRP54 MOCS3 CELF1 DDX1 ATG5 DDX5 PYM1 ATM TCTA TM2D3 SEC31A DLX4 SUPT16H COX6A1 THG1L PLA2G4D LEPROTL1 RAB5C CPEB4 CCDC71 LZIC EDRF1 ANKRD17 BAG4 SPG21 DPP8 CAP1 VPS13B PCGF1 CSGALNACT2 MRPL3 ZDHHC5 CLMN EXOSC3 ZBTB26 USE1 MON1B CIAO1 DOK1 TAF10 GNB2 WDR74 MPZL3 PATZ1 SLC38A10 TOMM22 ZNF485 BCAT2 ZNF35 CLDN12 SF3B4 SF3B3 TMUB1 ZNF687 ZSCAN20 PSME3IP1 GALNT10 RPL32 CD2BP2 RPL34 RAB11B NPAT PER2 PER1 SYNRG VPS53 AGL C14orf119 RBM22 TBX6 UPF2 PPP1R11 ZNF24 CSNK2B SF3A1 ZNF23 COG4 NRAS EXOC5 RPS6KA3 ZNF322 C12orf66 HERPUD2 RPL34-DT DPM1 TMCO1 RABEPK SSR4 NCBP1 CHERP STK35 DERL1 EIF5A TBP IQGAP1 EBNA1BP2 IDH3G AAK1 TRIM44 DNAJC7 RBMS2 GTSF1 ACIN1 EIF3H DDOST FRS2 CFAP57 SCAMP3 SCAMP2 PRKAB1 AURKA EIF1AD DDIT3 CARF CCDC6 ISCU SEC11A MAD2L1BP ARRB2 TMEM127 CHPF NAA60 RSPRY1 DNTTIP1 GPANK1 TRIM39 USB1 NMNAT1 DCAF10 TMEM208 CPSF7 EDC4 DIAPH1 STK10 CCDC85B ELK3 EXTL2 TSTD2 TMX1 TSSK1B PSMB1 UGGT2 MYG1 CSAD MTPN TRO HARS2 PCED1A SLC30A7 DIS3L2 FIBP PPP1R21 SUV39H1 TOMM40 CRB3 MRPS21 RNPS1 ATP7A B3GAT3 RHOT2 WDR1 PHF23 LDOC1 CSTF1 FBXO36 PHF6 TMBIM4 CPT2 CCZ1B APOLD1 PRKAG2 HPS1 ASPHD1 LSR SDHAF2 NOC2L PIGF PCBP4 ZFYVE16 PCBP1 GTF2A2 PCBP2 RHOA RANBP1 USPL1 LOXL3 VPS16 CYB5R4 PIGW CDK9 PIGO SMC6 UBE2N COQ10B C2orf27A UQCRH SHKBP1 PPME1 POMP MAPRE1 SEZ6L2 EPN1 NKIRAS2 MORC3 PHB2 CEP95 AP1M1 UBXN1 DNAI1 PDZD11 EMG1 POU3F3 SLC39A6 PAFAH1B2 GEN1 KLHL17 ACTB NUP153 DTX2 NF1 NUP155 NIPBL EMC4 GNL3L CCAWYNNGAAR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CCAWYNNGAAR_UNKNOWN SLC22A17 FOXN3 LMO1 PDS5B IL6ST ADCY8 PPP2R5D POLR3GL ZNRF2 ATOH1 CYRIA MORN2 STARD4 RLN1 ARL17A RLN2 METTL26 TMED10 RBMS1 LRRC41 RBL2 SCUBE3 RNF213 HLA-DQA1 SLITRK1 HHEX JUN HSD11B1 PRCP TESK2 VGLL4 EIF2AK3 MAGT1 APH1A PLXNC1 FIP1L1 MACC1 GNAI2 EXOC3L1 SOX4 DAAM1 OTOR YBX1 SPC25 LINC01312 SH3RF1 LHX1 DMD HOXA6 RLIM ANGPTL1 FAM86C1P HNRNPLL DHX57 RFX5 TTC9C TREX2 GGN FOXP2 CCT7 PLK4 ARL4C PCNA CPNE1 SMURF2 H3-3B MYH14 E2F4 PRADC1 DAXX MECOM EIF1 PAGR1 ARHGAP5 RHOB H2AW SHC1 RAB6A H2BU1 KPNB1 CACNG8 UFD1 ZFY PIGT LDB2 GAN TSPYL2 NRXN1 CDK2 ARVCF PPM1E UQCRH MED8 SLC26A9 KDM3A PPM1L TBX19 PPP2R2A CLDN16 CKS1B ING4 EDA PHB2 USP2 MFSD2A MKNK2 NR3C2 RCC2 CTNND1 TSPAN33 SFN PPM1B CLDN14 NXT2 ALDH1A2 CDC45 CHD2 EMG1 BCL6 MTMR4 TERF1 IL4 CYTH2 POLR3H NCDN TMTC1 CYP21A2 UBXN11 ARHGAP33 PMEL TMPRSS11F TSPOAP1 NUCKS1 EEF2KMT GOLPH3L GRIA3 PHF12 CCNB1 SZT2 SP2 CFAP36 TPGS2 AKR1B1 TUBA1A DDIAS ID4 LINC00173 DNM2 OCT1_B http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_B FAM117A CDX2 ARMCX4 CDX4 ZBTB32 ITSN1 PRKG1 ADORA1 ACBD4 BTK KIF13A VSTM2A BDNF H2BC14 GAB2 H2BC12 EIF1AX FSTL5 RAB26 MAP2K6 STAG1 TWIST1 SH3GL3 OPA3 NSMCE3 CLCA3P PIK3CD CRISP1 ZHX2 TRAF3IP2 PIM2 TBR1 PPARGC1B DOK3 BIN3 PRDM1 LRCH4 IQCB1 PLPPR2 PPP2R3A MGAT5B HOXA13 PCDH20 PFKFB1 CSRNP1 EPHB3 DMD IL25 HOXA10 POLM LHX6 HNF1B BLNK ESRRA KLF12 HPCAL4 PLXNA2 UPK3A C2CD5 FOXG1 NOTCH1 MARF1 HORMAD2 SFRP2 TMOD2 H3-3B TLL2 CEP41 UQCC2 TCF12 TAS2R4 MYBPC1 MITF PTEN NOS2 H2AC21 GFI1B ACSBG1 H2AC20 SLC24A1 SERTAD4 C10orf71 SPIB APOBEC4 VGLL3 CCN1 ATF7IP LYN SUCNR1 MMP1 COL25A1 CDR2L ZNF362 H2BC21 PATZ1 GNB3 CSF3 SCML4 H2AC4 H2AC6 CD180 ABTB2 SLC39A13 SLC19A3 EHF STAT4 TMCC1 NR1D1 GPM6A LRRTM4 BCL2 ETV1 NDUFA4L2 ZNF428 H2BC3 H2BC4 TBXAS1 CSRNP3 PMEL DLGAP4 DLG2 FZD2 MID1 ITPR3 NRAS CDH13 CSNK1E LRRN1 H2AC12 H2AC14 NEUROD6 TP53INP2 DUSP6 THRA LMO3 FGF14 SKIDA1 MBIP FGF12 TCEAL1 RGL1 OLIG3 HOXC5 GPR42 RRAS FBXO24 WNT6 SATB2 PDE4D PTHLH ZNF516-DT ROGDI CADM1 VSNL1 CPD SLITRK6 PRRC2A ASCL3 ADORA2A TSPAN13 MRAS ADNP2 SOX2 CSMD3 CXXC4 ARPC5 RRM2B SRF NR2C2 SESN3 CACNA1C JUND RHOBTB2 TMSB4XP6 PCYT1B SKIL TMSB4XP8 PROKR2 ZNF423 TMSB4XP4 LPL NEUROG1 SLC6A15 FOXP1 KCTD6 SREBF2 SLC25A12 BCO2 SLC25A35 TSC1 NEDD4 HOXB6 H3C2 H3C3 CD79B EAF2 HDAC9 CADM2 CRYZL1 KCTD12 E2F3 NR6A1 PAX6 PRRX1 FES GPC4 ARHGAP4 SLC1A2 SIAH3 SPTY2D1 RHOB TSC22D3 NXPH1 EGR2 COL23A1 NRXN3 OTX2 TTI2 LDB2 BCORP1 NRXN1 ALK KANSL1L CDK2 LCOR TRPM1 CD86 TAS2R13 NRL AMER1 C12orf57 UBE2S IRX4 VPREB3 NDP NFYB GPRC5B DNAH5 GPR4 PIPOX ALDH1A1 SYNPR REL MPPED2 POU2F3 SPRR2B POU3F4 FEZF2 CHD6 TAS2R40 MAF GUCA1A CNNM4 BEND4 SCOC DPYSL3 RGS13 GRHL3 SH3BGRL IFIT2 IGSF21 KCNN3 LIPG SP6 MED16 CRACR2B EBF1 ID3 NFIA GATA1_05 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA1_05 FAM117A ADGRG6 HOXD12 RORB LEMD1 DNASE1L3 HEMGN BDNF MYOT SIN3A FLI1 GRIN2B NKX6-2 TLK1 RARB GUCA2A MAP2K7 TWIST1 PITX2 PI15 TYRO3 CNTLN RREB1 PTPRG PTPRR SRSF1 LUC7L3 CTNNA3 HES1 LHFPL2 MSX1 JUN KRT15 TGIF2 STC1 ITGA2B PALM CASZ1 SCN1A HOXA13 WDR5B HOXA11 KEL CACNB3 GNL3LP1 TAB2 TMEM132A ADCYAP1 PLAGL1 HESX1 NECTIN1 SPATS1 LHX6 KRT2 KLF5 ESRRA MTMR10 KLF12 ESRRB WAPL RYBP SMAD3 EN1 TFCP2 PTPN12 RGS1 SYNE2 SFRP1 RABEP1 TRPS1 UNC45B BMP7 PON3 PDZD2 SOBP CLEC1B KCNJ15 ABCF3 DIS3L ALX1 CPEB4 MYBPC3 SYNJ1 SENP8 MECOM GPX1 PHF21A RSBN1L SERTAD4 ZBTB20 XCR1 NR2F2 ANGPT2 CCL18 ZDHHC1 SRPK2 VSIG1 RMDN3 EGFL7 ARMC8 MGAT4C ICAM2 PRG2 TLE3 RIBC2 CRLS1 ATXN1 DOK2 C12orf42 SEMA4D KCNH5 TPH2 ZBTB7A CXCL5 ZBTB7B ZBTB10 FAM72A IKZF2 CXCL6 NEO1 LINC00656 ZDHHC22 CNMD LRRTM3 ETV1 NDUFA4L2 ZNF263 IL4 MOGAT2 PNLIPRP1 GPBP1 IL6 PNLIPRP2 CYTH3 CSRNP3 IL7 TBX4 PDZRN4 SLC10A7 ELAVL4 GJB1 P2RY10 GSK3B USP47 AMOT NR5A2 CALM2 CAST BMP10 LMO2 SMC1B PDGFA LMO4 PDE3B CASK IL17RE KLHL4 ZIC1 RBFOX2 FSIP2 TGFB2 GATA1 SLC2A7 USP32P2 SLC25A25 GATA6 PAPPA SAMD11 HOXC4 GATA4 PUM2 POM121L1P GNB1L ALPK2 RFESD PSMA1 MAP4K5 PSMA6 VSNL1 ARHGEF37 TSPEAR CELA3A CELA3B SYT16 RNF186 SOX5 RRAGA KCNS3 ANGPTL6 HOXA3 PPP1R16A CCDC80 HOXA7 TMEM47 TMEM86B GABRA2 NFE2 MYO1C FOXA1 ARID3B NEUROG3 CACNA2D3 DMTN FOXP2 KCTD6 SLC25A12 HOXB7 NEDD4 LMTK2 HOXB6 CPNE1 TAFA1 SCMH1 PLEKHA1 TNRC6A CLDN7 RAI1 HINT1 UBXN10 CTCF RUNX1T1 FEV HEY1 CAVIN2 POU4F2 POU4F1 TSC22D3 IP6K2 CCDC60 RABL6 EGR2 FILIP1 MYCT1 OTX2 SEC16B PCDH9 STXBP2 ECT2 FERMT2 HOXC10 PIGV CHRM3 CA9 LIX1 C4orf50 ZFPM2 ZFPM1 HS3ST5 UBE3A NDP CLVS1 CD40 TSHB CDH2 NR3C1 TPM1 HIC1 SETD2 ALDH1A1 SKAP1 ARHGEF10L C5orf46 EPX ENO2 PIK3R3 DIPK2B EPO COL4A4 MAF COL4A3 ERG CEBPB NFRKB PLAC1 CREB5 RHAG UBL3 RTL10 SULF1 HBZ ANXA13 ID3 SLC18A1 SLC14A1 PAX4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX4_01 AGO2 CDX1 HMGN2 CDX4 PGF PTPN23 LEMD2 HNRNPR SYNCRIP H1-10 MXI1 SART3 HOXD10 BDNF DDX17 PICALM LIN28A TIGD6 MRM1 WNT10A MIR22HG PTPRG CIZ1 ANKS1A PIK3CD ITFG1 ZHX2 GRIN2A FAM162A HES1 PCF11 LHFPL1 CORO6 NOB1 MNT EFNA5 AMFR PRDM1 RBP4 PTCH1 PHF20L1 TRMT2A TMEM187 CHKB PABPC4 NFKBIA ARF6 DAAM2 HEXIM2 SORCS3 PLAGL1 IL17B NECAB3 GIGYF2 HOXA10 PABPC1 IL1RAPL1 PLAGL2 ESRRA KLF13 MAML1 ANKMY2 KLF14 SMAD1 ZNF777 NTRK3 SAP130 GK C5orf38 FGF6 EVX1 AP1B1 PHKB SLC16A10 ARHGAP30 KCNK13 FBXL19 EFHD1 PHF21A ZNF654 MAPT DNAJC11 TMED2 SEMA3B ANGPT1 SIK2 CTBP2 GSE1 CCNI ZDHHC5 MEGF8 ARHGEF12 RBBP6 GPR37L1 MMP11 MXD4 TAF11 GNB2 GADD45G EIF4A1 C1QL1 C1QL2 YWHAZ FBXW4 ABHD2 KLC2 CIC CDK16 RAB43 GALNT10 USP39 BCL11A PER2 ACSL3 ETV5 CPT1B CAPN5 JARID2 PDZRN4 ELAVL1 FAM222B PHF12 MAPK10 RPS6KA4 LRP1 CDH16 UBTF JADE2 DGKZ PBX1 LRP2 DNM1 XPO1 LARP4 GRIK1 PDGFB GOLGA8IP EIF5A CBX6 ZIC2 ATOH1 SND1 EED PSIP1 RBMS3 CTDSP1 SLC25A28 RRAS SLC4A1 LINS1 ZNF593 SRPK3 LBX1 SCUBE3 NUFIP2 MAGI1 NRDC PDE4D NR0B2 TRERF1 DDIT3 BPIFB4 WDR81 ISCU DLL4 TBC1D22A GTF2IRD1 IWS1 BAG6 ASB7 PACS1 FGD1 TMEM256 SLC38A3 ADAMTSL1 TFAP4 SSH2 LYST PHF21B CNTFR PAQR4 CCDC177 OAZ2 CYSTM1 HOXA1 ITGB8 JUND HOXA7 SLC30A5 RNF10 TBCB TAF5 SMG1 NEUROG1 NR4A3 RAB33A HOXB1 SALL1 HOXB6 CPNE1 DNAJB2 PHF23 CACNA1D FBXO36 DNAJB5 PLEKHA1 ACOX2 E2F1 PRKAG1 CREBZF FBXL19-AS1 KLF10 VGF SPRY2 RNF19B TRIM3 ZCCHC9 DLG3 FAM117B RANBP1 TPR PLEKHH3 KPNB1 NKX2-1 SUOX ADIPOR2 RING1 CDK9 TMEM8B NRXN1 ZFYVE27 AAMP MAPRE1 PNKD HS3ST2 CTF1 IRX2 ATG16L1 CDC73 TPM1 STX1B SLC35B1 FAM76A COL27A1 POU3F3 FEZF2 NAE1 NFATC4 GTF3C2 FAM78A MAF ACTC1 TNXB MIR17HG NCDN NF2 DTX1 ODR4 ZNF827 C1orf21 CELF6 NIPBL SP4 HIF3A POFUT1 PTGES3 MEX3B SPTAN1 PAX4_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX4_02 UTS2 PTPN21 RORA AQP3 HOXD10 B2M DDX17 FAP BTBD3 GRID2 BAIAP2L2 PITX2 PHOX2B GTPBP1 TYRO3 PTPRG LIG3 EOMES PRDM8 PITPNM2 MSX1 TACSTD2 CGN BACE2 MLLT10 HAS2 AGAP3 GGCX RALGPS2 TDRD5 HOXA11 ITGA11 VIT MTIF2 TBC1D8B SEMA5B SAT1 HNF1A PABPC1 TCF4 LAMB1 IL1RAPL1 SND1-IT1 SREK1 TECTA KLF13 TGFBR1 ANKMY2 PLXNA2 ATM PCDH18 SERPINI2 DLX1 ATP2A2 TRPS1 MARCKS SYTL2 PRR34 MAB21L1 PDZD2 FGF8 MYBPC1 SLC20A2 CPEB4 MITF GPX1 AP1S2 CTAGE1 SEMA3C SEMA3A CAP1 RAB6A MIER3 DOCK11 ADAM11 TMEM35A POGZ CACNG8 MGAT4C OTUD7B ELMO1 YPEL4 CHRDL1 SLC26A7 ZDHHC12 ZMYND8 SGCD PRMT5 SCML4 FAM110D MTMR12 NNAT C5 IKZF2 IKZF3 SFN ZFP36L2 NPAT ETV1 FOXN3 ETV6 MTMR6 USP32 JARID2 TBX5 MYF5 CS NTNG2 PPP1R10 PDZRN4 KRT26 PTGFR RAPH1 TMPRSS3 STAT3 AFP MEOX2 CSNK1E GRIA1 TMEM87A RBFOX1 HERPUD2 NEUROD2 ATP6V0A1 KCP OGG1 HTR2C TOB1 LRP5 CAST AP1G1 SKIDA1 GABRB2 RIPK4 SLC7A9 ZIC1 HOXC6 KALRN STARD6 HOXC4 ZMIZ1 SLC4A4 WDPCP PLEKHA6 NCALD STMN2 SIX3 IL20 RTL9 RELCH SLITRK1 SLITRK3 ARRB1 SLC38A1 GPR52 ASCL4 LRATD2 LINC00652 SOX5 SOX4 CXXC5 ELK3 MIA2 MEIS2 PPP1R16A FOLR1 TFEC KRT34 AUTS2 MBNL3 DIXDC1 TMSB4XP1 ABCB8 CACNA2D3 FOXP1 FOXP2 DSG4 PDE7A EBF2 ZIC4 HOXB6 ITGA7 CYFIP2 RFX3 TMEM154 BEND6 HABP2 PNPLA6 LINC00303 KYNU PAX6 RP1L1 RHOQ PAX2 ARHGAP15 CBFA2T2 SLC5A12 BZW2 KRTAP11-1 CAVIN2 SIAH3 POU4F3 PPP1R14C TSC22D3 NKX2-1 SOX14 OTX2 LDB2 MPP6 MBNL2 ARL5B ARHGAP24 PMM1 SSMEM1 LCOR EYA1 HOXC13 CA4 SEZ6 VIP IRX4 EDA ZFHX4 NFIX NAALADL2 OTULINL PRDM12 SMOC1 RNF128 CHD2 POU3F2 FEZF2 DCX PLPP3 HPN MAP1B MAN1C1 SLC6A5 CDAN1 HIF3A NFIA PAX4_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX4_03 AJUBA ARMCX4 ZBTB32 BBX HNRNPR IRF9 INO80D MXI1 CITED1 BTK ZFP91 PICALM GRIN2B LIN28A LUC7L2 TLK1 GUCA2B C17orf80 PRMT3 STAG2 PRMT1 KIF5B EMX2 KRT13 ZNF503 C2CD2L PTPRN DCTN1 PCF11 SPAG9 DCLRE1A MGAT3 MLLT10 ZNF436-AS1 MNT LRCH4 PRDM1 RAB10 MCTS1 RBP5 CDK5R2 MTX1 BCL2L2 SYVN1 HEXIM2 ZBTB37 MOV10 NECTIN1 A1CF CCNYL1 RIPOR1 HAUS3 GDPD3 HPCAL1 CBLN4 CREBBP ARFIP2 SERPINI1 ABCG4 AGER TNNI1 SEMA6A GNGT2 FLVCR2 TCTA ARF3 NTRK2 BCL6B SUPT16H RGS8 MAB21L1 ANGPTL7 MAB21L2 SHROOM1 EVX1 FOXA2 GLRA1 ZNF532 ATP5F1B WASF2 AP3S1 HHATL COL11A2 NR2F1 TUBB4A SLC25A4 CERCAM ZDHHC8 MMP14 SENP1 FAM104A C1QL1 ZMYND8 RAPGEFL1 MAP3K11 ABI3 TPI1P2 ABI2 NHLRC2 AGT CKMT1B BCL11A DHX15 RAB11A BAZ2A THBS3 USP31 C14orf119 HSCB CS NLGN2 NLGN3 GRIA3 ITPR3 YWHAE ASIC2 LRP1 GSK3A RBFOX1 JADE2 NEUROD2 PBX1 ZNF462 HNRNPA2B1 LRP2 DUSP8 NHLH1 TOB2 LRP5 SLC6A20 LMO3 IER5L FGF11 TGFB3 CBX3 VCAN CBX6 TGFB1 ZIC2 TRIM46 PRKAR2B HOXC8 WNT3 ANK2 PHOSPHO1 ACIN1 FBXO24 SCRT2 PHYHIP CA10 STMN2 NUFIP2 KIAA0825 SIX5 CADM1 TFAP2B NFE2L1 STMN1 ZNF436 FGFR1 MYL3 KATNB1 ELK3 C1orf43 ST8SIA1 ATF2 HOXA4 RHOBTB2 RPL10A ATG12 ANKRD13B PHACTR3 NTN4 FOXP2 CDKN1C SLC4A10 HOXB8 ITGA5 DSG1 HOXB6 ZIC5 HOXB9 PCSK1N TLN1 CLSTN3 HAUS4 ARHGAP5 PCBP4 RHOA PAK1 MAN2B1 PLCB1 NRG1 KPNB1 NKX2-1 IMPDH2 UBE2A LIMK2 CNTN6 OTX2 PIP4K2B KRTCAP2 KANSL1L MSC MIXL1 ACVR2B FAM53C INTS3 NREP SLC41A1 PSME3 ZFPM1 NRGN SNX12 PTMS EDA NDN CAMK2G CD27 NFIX DBNDD2 TPPP3 PRDM13 ACAN SH3GLB2 PRDM10 HS6ST3 POU2F1 POU3F3 PAFAH1B1 NFATC4 ADAMTS12 NEDD4L RNF121 PLPP3 TNPO3 GNAO1 FLT1 AKIRIN2 CREB3 NCDN MAP1A MAP1B DPYSL2 ANXA4 KCNN3 NIPBL KCNN2 SP4 HIF3A MPL UBALD1 MEX3B SPTAN1 NFIB IGFBP5 PAX4_04 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX4_04 MEF2C STOML2 ITSN1 SOHLH2 WWP2 ABI3BP AL162293.1 MAP2K7 STAG2 PITX2 PHOX2B VANGL1 ANKS1B ROCK1 GPR135 LUC7L3 ZFHX3 ZBTB18 MIR9-1HG MNT STC1 MRPL48 RAB10 HAUS2 AKAP12 ASB11 MYT1 ARHGAP45 CHCHD7 ACKR1 ADCYAP1 PRUNE1 DMD KLHL40 TCF4 NECAP1 NKX2-2 CDC42EP5 PLAG1 ASXL2 KLF7 SMAD6 ASXL1 WAPL GARS1 EN1 ZNF521 PLXNA2 ITIH6 RGS3 NTRK2 SUPT16H MARCKS TCF12 SOBP JPH4 BACH2 RBM14 ARHGAP30 RTN3 PHF21A CHST11 SEMA3C ZBTB20 HHIP ANGPT2 RAP2C CCNI PIK3C2A COL25A1 CACNG2 ARRDC3 CLC ELMO3 KLF9 MAP3K11 LIMS1 NNAT IKZF2 IKZF1 SF3B5 GET4 LRRC57 BCL11A PDE1A ETV1 C8orf82 FOXN3 BCL6 PHLDA3 SIM1 WNT8B JARID2 NLK TSSK4 PPP1R10 PDZRN4 GRIA3 ITPR3 SGTB FGGY DUSP4 NRAS UBTF MEOX2 CFAP161 C12orf50 GSK3B NHLH2 ZNF462 NLN CDH10 LIX1L JDP2 ARL6IP6 LMO3 SKIDA1 FGF14 LMO4 MORF4L2 TGFB3 CNOT2 HLX MINDY1 WNT2 PAPPA RBMS3 WDPCP MTUS1 DSCAM SOCS1 SIX4 HOXD9 ARHGAP36 SLITRK1 ROGDI MRPS18B TIMELESS HNRNPA0 ZMYM2 SMARCA1 EMP1 FBXO11 GAL3ST4 RHBDL3 SOX4 ELK1 CCNG1 MEIS1 C1orf43 CCDC177 CEPT1 KRT31 ZEB2 HOXA5 HOXA9 AUTS2 KRTAP17-1 GABRA1 ACMSD ITGA3 FOXP3 FOXP1 FOXP2 SALL3 HOXB4 HOXB7 HOXB8 EBF2 HOXB9 RFX3 MPRIP MYLK CRYZL1 SLC5A3 E2F1 TNRC6A ARID4A PRKAG1 DICER1 PPOX PRRX2 CAVIN2 POU4F2 SOX15 IMPDH2 TRPM3 STEAP4 SRRM4 OTX2 CRISPLD1 NKAPP1 UBE2B PURA HOXC11 TBCC NREP ABLIM1 ING3 USP9X CALD1 NFIX IGF1R MPPED2 HAND2 CAMK2D POU3F3 NEDD4L BRINP3 PLPP3 CHD4 KDM4A ERF PTPRC ERG GNAO1 BEND4 QRICH1 CXCR1 NIPBL EBF1 TIAF1 NFIB MSX1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MSX1_01 GNA13 N6AMT1 NOG CHERP HMGN2 POSTN ZIC1 CBX5 HOXC6 BDNF GRIN2B SND1 HOXC4 MACROH2A1 SLC4A2 RARB WNT6 MAP2K7 NQO2 GTPBP2 PHOX2B RREB1 MDGA1 FUT11 AIG1 STMN4 BARHL2 EOMES DLL1 ARNTL TRERF1 BTBD9 ELL2 ZNF770 ARMH4 CCDC3 HNRNPA1 CBLN2 PRDM9 MSX1 SPAG5 HOXD3 AC141586.1 PMP22 ASB5 MCTS1 SPTB ADAMTSL1 DRD3 PKHD1 HOXA11 TEX26 SOX4 KCNJ2 ARX LHX6 SKIL IL1RAPL1 GAD1 NKX2-2 AFF3 ESRRA KMT2A FSCN2 MAML2 SLC6A14 PCDH12 EN1 SMAD1 NXF1 THUMPD2 KCTD5 VAV1 FOXP1 FOXP2 SHOX2 FOXG1 HOXB4 DLX1 EPHA7 HOXB7 EBF2 DLX5 ZIC4 SALL1 RAB2A GRK6 WBP2NL CACNA1H SYTL2 DNAJB4 CEP41 MAB21L1 MAB21L2 PDZD2 HABP2 CCKAR NPEPL1 CDC14A KCNAB1 ZNF532 NR6A1 MITF CBFA2T2 RUNX1T1 CRX SPRY2 POU4F2 SIK3 UTP4 CAP1 NKX2-1 IGF2BP3 NR2F1 ADAM11 NOL4 RAP2C ACTA1 TP53 CDK5 FLNA ELMO1 INHBA FAM13B BSPRY EYA1 KIF1B SYT9 SHKBP1 WRAP53 C12orf42 UROD TMEM59L GPR12 MORC4 LIMS1 ING3 RTN4RL1 SPOCK2 HSD3B7 NDP PCDHGC3 KIF9 DPY30 LINC00311 CDH5 PIPOX ARL6IP5 VCAM1 MPPE1 LPXN COL27A1 NT5DC2 COL6A3 POU2F1 ETV5 SIM1 KDM4A NMU EHD4 TUT1 NCDN PLAC1 DLG2 KRT25 ELAVL2 NTS RBFOX1 BNIP3L SH3BGRL2 TMEM126B JAK3 NEUROD6 CALM1 BCAR3 HOXA3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXA3_01 TTLL6 DHH LTBP1 LMO2 TRAF3IP2 SHOX2 SALL1 C1QL1 GRK6 TXNRD1 FCHSD1 HTRA4 SIM1 RBMS1 EN1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/EN1_01 CD55 CDX2 LMO1 JAKMIP2 RNF39 FGF17 MORF4L2 RBM4 HOXD10 MAP3K5 BDNF ANK2 RAPGEF5 RARB RASSF9 ATP13A4 EOMES FIBCD1 SYNJ2BP FAM53B MAP4K4 ATP9B SIPA1L1 HOXD3 HTR7 PDGFRA ERBB4 GRHL2 HOXA11 ELN TFEB AFF4 GREM1 OTP HOXA4 SAT1 BCOR TCF4 IL1RAPL1 NKX2-2 SREK1 LAPTM4B CAMLG GNRH1 RNF43 EFEMP1 SLC6A14 NXF1 NR4A3 KLF15 OSR1 FOXP2 NOTCH1 HOXB8 RGS6 ARL4C PDZD2 TSHZ3 CDC14A UTY KDM6A MITF PAX6 CTCF SORBS2 RUNX1T1 GPC4 ARHGAP6 GPC3 PEX2 NRG1 PLCB1 OTX2 PCDH9 UBE2H MMP14 CLC EYA4 FAM53C HOXC11 ZADH2 GAP43 TMEM59L IRX4 FHL1 CREM SAV1 RTKN NEO1 RPL38 FNDC3A RNFT1 MYOG KDM4D TTC12 RAB2B TUT1 NOS1 DLG2 NPR3 ISL1 NRAS RDH10 SLC6A9 CWC15 GRIA1 DCDC1 MAPK14 RBFOX1 SH3BGRL2 LINC00173 CCCNNNNNNAAGWT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CCCNNNNNNAAGWT_UNKNOWN RALY ADCY2 AP1G2 B3GALT6 LMO2 IRF9 SEPTIN7 HEMGN CNOT4 TRIM54 ATOH1 CSNK2A1 TIAM1 TIA1 TBC1D14 DNAJC7 GIT2 PRKACA ITCH KAT7 DEPTOR CRYAB PTBP1 ACTN1 TAOK2 HIF1A CORO6 NOB1 HSPB2 PDGFRA ZSCAN32 MGME1 FIZ1 SNX5 AKAP12 CNOT1 PSMB5 CNR1 LHX6 STX10 SZRD1 USF1 ZNF524 MORN4 ITGA5 HOXB5 CACNA1G DHX40 PHF8 IER2 C9orf72 IER3 CPEB4 PPP2R3C MITF PAX2 RILPL2 PAGR1 NR2F6 IGF2BP1 PTCHD4 UFD1 FLOT1 OTX2 DHRS9 GMPR PRKD2 INHBA IGF2R ITGB1BP2 KPNA6 ZMYND8 OSBPL11 SEC23B NKIRAS2 PREPL IRX6 EDA FOXO4 ECH1 TMUB2 ATP5MC2 TSPAN33 ZNF174 CDC45 PRRG1 MRPL49 CAMKMT THAP1 FEZF2 MLLT6 CHD6 SNAP25 BRD3 NCDN NLK POGLUT1 HSPG2 IGF1 BAD PLOD1 RPS6KA3 LINC01465 TJAP1 AMEF2_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AMEF2_Q6 NOG HMGN2 MSTN VSTM2L CRHBP EDN1 FST LUZP1 PDLIM1 RORB WT1-AS SLC35A2 UXS1 RTBDN BDNF KCNK9 GRIN2B RBM8A LIN28A BHLHE22 AL162293.1 PRMT3 LSMEM2 TENT5A CNTLN CRTAP C2CD2L PRPF38B MYH6 SSPN PPARGC1A LUC7L3 NCKAP5 CTNNA3 DCTN1 ZBTB18 BACE2 HTR7 JUN ZNF436-AS1 HAS2 GNAI2 PABPC4 XK CACNB3 ASB16 MYO9A ASB18 KLHL40 HOXA10 RIPOR1 PPP2R2B CDC42EP3 SLC44A1 MACO1 ANKMY2 ESRRG SMYD1 PENK RGS3 JAZF1 PYY NRP2 ZNF385B FGF9 XIRP1 MYL6B RTN1 SLC24A2 SEMA3A ATP5PD SLC50A1 USP13 ZNF281 ARHGEF2 H1-4 CTBP2 ACTA1 LYN INPPL1 ZDHHC8 TLE3 CACNG3 TLCD5 SLC3A1 CLIC1 ARHGEF15 RBBP6 ELMO3 ZNF362 CHRDL1 CKM SLC26A9 PYY2 NEXN-AS1 FAM110D USP2 SLC39A13 ZBTB9 GET4 ZFP36L1 FSBP CYB561D1 CKMT2 MAS1 ETV1 BCL9L MPC2 FBXW11 HAPLN1 H2BC5 NLK TBX4 DLGAP4 PDZRN4 PPP1R10 DLG2 ELAVL2 B3GLCT AZIN1 GJB6 MID1 BIRC2 CAPN1 ASIC2 DKK1 BNC2 USP47 TUBA4A TUBA4B CDH10 SNCAIP HJV TNNC1 FGF16 TGFB3 NCAN FGF13 TTN HLX HOXC6 TBC1D16 PACSIN3 OLIG3 STARD7 S1PR1 SLC4A4 KRT222 MTUS1 PLEKHA6 CHMP1B NR0B2 CDKL5 WDR81 SLITRK1 ZNF516-DT MRPS18B ARHGEF37 SMARCA1 STX5 ZNF436 PACS1 PHKA2 GAL3ST3 DIP2B TSPEAR MYL2 SSH3 SOX2 MYL1 SOX5 CCDC85B ABCA6 SLCO2A1 PPP1R16B HOXA2 GPR27 JUND RHOBTB1 CLASP1 DYRK2 PCYT1B TSPAN14 RUNX2 ATL2 DNAJA2 B4GALT1 AFF3 GABRA6 JCHAIN LMCD1 NR4A1 C6orf223 BEST3 ANKRD39 SALL3 P2RX5 NEDD4 HOXB8 SALL1 HOXB5 HOXB6 ITGA7 ARL4C HIVEP3 CPNE1 WIF1 RFX3 HDAC9 TACR1 UBXN10 PRRX1 ZCWPW1 BZW2 GPC4 PAK6 GTF2A1 C18orf25 SOX15 SV2A GSC PTCHD4 TENM3-AS1 FILIP1 SCAI MBNL2 PURA SDC1 EYA1 CA7 ACVR2A CNTN1 TNNI3K JMJD1C AGBL4 KPNA3 CASQ2 HS3ST5 NDP TPM2 DBNDD2 COL9A1 ARPP21 RTP1 CYP26B1 NFAT5 CHD2 ENO3 GEN1 EHD4 NOX3 DOCK8-AS1 FLT1 GNAO1 COL13A1 BEND4 CREB5 MEPCE TP63 HMGB4 NAT8L YPEL5 TECR SPTAN1 NFIB MMEF2_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MMEF2_Q6 NOG HMGN2 CDK14 VSTM2L UBE2F CRHBP GCAT LUZP1 PDLIM1 MXI1 FAM241A HIBADH HNRNPL ADGRL2 ACTG2 SIN3A INSIG2 RBM8A BHLHE22 STAG2 PRMT3 TWIST2 BHLHE40 TYRO3 TENT5A VANGL1 RCOR1 CRTAP MYH6 SSPN TBR1 DCTN1 ADAMTS9 COLQ ZNF436-AS1 SMPX WFDC1 HAS2 ADD3 LINC00474 HOXA11 CACNB3 RIMS2 ATP6V0C DUSP14 MYO15A DMD KLHL40 HOXA10 ADGRB3 PPP2R2B CDC42EP3 LHX9 SLC44A1 MACO1 ANKMY2 MYOZ2 FXR1 GPR153 WIPI1 PENK TCTA TM2D3 KLF2 MAB21L2 SOBP NRP2 GYPC FOXA2 ZNF385B FGF9 MYL6B PRRT2 MITF RTN1 MCTP1 RTN3 KCNJ13 SEMA3A COL11A2 MYB SLC50A1 NR2F1 USP13 ADAM11 ACTA1 LYN INPPL1 H1-5 ZDHHC8 TLE3 LINC00670 TLCD5 ARHGEF15 ELMO3 GAPDH AMBN CKM SLC26A9 ZMYND8 GNB4 AICDA PYY2 USP2 ZBTB9 SLC39A13 IKZF2 GET4 CLDN14 CYB561D1 TCEA3 LRRTM1 MAS1 MPC2 BCL9L BCL6 FOXD3 FLRT3 HAPLN1 COX7A2 NLK TBX4 LRRN3 DLGAP4 B3GLCT ELAVL2 DGKI LMX1A ELAVL4 CLDN23 CAPN1 BEGAIN ASIC2 DKK1 NRAP CSNK1E BNC2 CHN2 TUBA4A HTR2B LUC7L NHLH1 TUBA4B E2F8 RALY GRIK1 TNNC1 LMO3 MANF AGR3 NCAN FGF13 DMPK OLIG3 PACSIN3 ASPH TFAP2D MYO3B SIX3 TOPBP1 CDKL5 JUNB WDR81 ARHGAP36 HOXD8 ZNF516-DT HOXD4 HSPB7 HSPB1 ASCL4 ZNF436 GAL3ST3 DIP2B SLC38A3 TSPEAR MYL2 SOX3 SSH3 MYL1 SOX5 SLCO2A1 PPP1R16B HOXA4 TFDP2 RHOBTB1 CLASP1 TSPAN14 DNAJA4 RUNX2 ATL2 DNAJA2 B4GALT1 ATXN7L1 GABRA1 LMCD1 C6orf223 CPS1 CACNA2D3 ABCB4 FOXP2 SALL3 P2RX5 HOXB8 NEDD4 TOMM70 SALL1 HOXB6 ARL4C HIVEP3 RFX3 MAFA DNAJB5 PRX TACR1 PRKAG1 PRRX1 ZCWPW1 CBFA2T2 RUNX1T1 ARHGAP12 BZW2 RHOA SV2A NFIL3 DLG2 KIRREL3 GSC TENM3-AS1 PTCHD4 FILIP1 SOX14 RBM12B ESR1 GAN PIP4K2C MBNL2 ARHGAP26 HOXC10 PRKCQ EYA1 DHRS3 SDC1 ZPBP2 CFL2 CA7 ACVR2A GPR15 KPNA3 CASQ1 FHOD1 CALCR HS3ST5 UBE3A NANOS1 DBNDD2 EBLN2 PRDM13 RTP1 CYP26B1 POU2F1 POU3F2 EHD1 GEN1 EHD4 NOX3 FLT1 SLC12A5 MEPCE TP63 HMGB4 NIPBL YPEL5 SH3BGRL3 MYLPF HMEF2_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HMEF2_Q6 ITGB3BP FOXN3 TNNC1 NCAN PDLIM1 LUZP1 HDAC7 TBC1D16 KCNK9 GRIN2B GATA4 S1PR1 PHOSPHO1 KRT222 MAP2K5 CRTAP MYH4 MYH6 SSPN SLITRK1 ZNF516-DT EP300 COLQ MTF1 ZBTB18 DLL4 ZNF436-AS1 JUN OR8B8 ARHGEF37 WFDC1 SMPX HAS2 SMARCA1 TSC22D1 ZNF436 TSPEAR MYL2 FBXO40 SSH3 SOX2 MYL1 AKAP12 PAQR9 AFF4 TIMP2 MYO9A SLCO2A1 PPP1R16B IL17B DMD KLHL40 RIPOR1 DYRK2 PPP2R2B CDC42EP3 ATL2 SLC44A1 DNAJA2 BMP4 LMCD1 NR4A1 SMYD1 ZC3H11A CACNA2D3 DDX6 EPHA7 TSC1 PENK KCNJ9 NEDD4 ZIC4 HOXB5 PRICKLE2 ITGA7 SLC13A1 GRK7 HDAC9 MAB21L2 FGF6 TMEM108 FGF5 JPH2 ZNF385B MYL6B UBXN10 SYNPO2L GPC4 PAK6 FOS ART5 CCDC91 KLHL20 LYN PTCHD4 SOX14 MBNL2 ZNF143 ARHGEF15 MBNL1 SLC3A1 ELMO3 EYA1 CKM ZNF362 CA7 SLC26A9 TNNI3K AICDA ZFPM2 KRT83 CASQ2 HS3ST5 NDP SCML1 NFIX GNG11 TPM2 GET4 DBNDD2 STARD13 ARPP21 CKMT2 MAS1 ENO3 MPC2 EHD1 GEN1 GTF3C3 HAPLN1 CSRNP3 COL13A1 CELF4 CAPN1 BEGAIN DKK1 NAT8L KCNN1 USP47 MARCHF1 SP6 RSRFC4_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/RSRFC4_Q2 ITGB3BP FAM117A ATP1B2 STOML2 PDLIM1 HDAC7 HIBADH CUL3 DIRAS1 TAF5L GRIN2B STAC PRMT3 MAP2K5 TWIST1 TYRO3 ARHGEF38 CRTAP ZHX2 MYH4 CYP2E1 SSPN PTPRO NME5 ARMCX6 PDGFRA WFDC1 SMPX HAS2 PRDM1 TSC22D1 CLCN1 PTCH1 TRAK2 STRADB KY ASB16 LIF MUSK SLC29A2 YJEFN3 DMD KLHL40 ADGRB3 RIPOR1 CDC42EP3 PLAGL2 ANKMY2 SLC32A1 SMYD1 KLF14 MYOZ2 SLAMF1 TNNI1 GPR153 ZFAND5 EPHA7 KCNJ9 ATP2A3 RGS3 TRPS1 RAB2A MAB21L2 LZTS2 ZNF385B CPEB4 MITF FITM1 TRMT10A BNIP3 WBP4 ART5 NR2F1 VSIG1 ADAM11 RAP2C LYN EEF1AKMT1 ARHGEF15 ZNF143 HAO1 ATXN1 SLC26A6 CKM SLC26A9 PYY2 NEXN-AS1 USP2 SCML1 GET4 CNMD CCDC140 TCEA3 ARR3 DTNB BCL9L SLCO3A1 THBS2 FBXW11 MYF6 HAPLN1 B3GLCT VEZF1 DGKI ELAVL4 CAPN3 DKK2 MEOX2 BNC2 SDHC CLRN1 LUC7L SLC8A3 RALY TNNC2 HJV GABRB2 TNNC1 RASGEF1B TGFB3 NCAN FGF12 SLC2A4 HOXC4 S1PR1 ASPH KRT222 CARTPT PLEKHA6 TRIM55 TNFRSF17 IRS1 RTL9 ARHGAP36 TRIM33 HOXD4 ARHGEF37 KLHL41 SMARCA2 TSPEAR FBXO40 MYL2 MYL3 TSPAN13 SSH3 MYL1 SOX5 SLCO2A1 SLC30A1 TTYH2 MID1IP1 DNAJA4 MRPS23 EEF1A2 NR4A1 CACNA2D3 ATF3 NEDD4 ITGA7 PTPN1 HDAC9 PRKAG1 PAX3 BZW2 PAK6 GPC4 KCNQ5 TPP2 PCBP2 POU4F1 ESAM SV2A RTL3 DLG2 PTCHD4 FILIP1 NRXN3 KLHDC8B ESR1 SCAI KTN1 PCDH9 MBNL2 ARHGAP26 TRDN EYA1 TMEM71 CA7 MOSMO TNNI3K CNTN1 ZFPM2 INPP4A JMJD1C KPNA3 CASQ1 CASQ2 HS3ST5 NDP CTNND2 TPM2 PMEPA1 RASGRP3 NFAT5 SMIM8 COL8A1 PIK3R3 ACTC1 ERG CELF4 AMPD1 MGST3 TP63 CUX1 KCNN1 POFUT1 RNF145 SOX9_B1 http://www.gsea-msigdb.org/gsea/msigdb/cards/SOX9_B1 DLC1 SYT4 PDS5B EFNA1 FST CTNNB1 CYRIA PICALM KLK3 PELI2 TSPAN2 FAM122A TMEFF1 RREB1 NOL4L ZNF502 BSN POLB BCL2L11 CD36 NAV1 KRT14 CYB5D1 STC1 MYO18A ZNF664 GJC2 MYT1 DAAM1 TAL1 PFN2 EPHB6 SPATS2 EGFLAM DMD ZDHHC9 HOXA10 LHX6 PPP2R2B NECAP1 OLFM1 SASH1 MAML1 SCD MAOB PCDH12 PTPN12 PYM1 TNNI2 DDX6 MLLT11 DLX1 SEMA6C RGS3 ARF4 MARCKS SYTL2 DHX40 GRK5 MARCKSL1 RERE KLF3 RTN4 ABCF2 SEPHS1 SORBS2 TOP2A ZFYVE1 HYAL2 RBBP4 CCNJ ARHGEF19 TLE1 SLIT2 OTUD7B INHBA ZBTB8OS ZNF277 RAB5A CDC42SE1 USP25 CHL1 CER1 SLC39A14 BPTF ZNF646 NEO1 DGKA BBS12 BCL11B PER1 ETV1 TLX3 MLLT6 FEN1 APBA1 FLRT3 TBX6 NASP HSPG2 ELAVL1 ELAVL2 TMEM258 MTF2 ELAVL4 NAA38 ILF2 FBLN5 CDON G2E3 PLSCR3 NEUROD2 LRRN1 KIF20B PBX1 NEUROD6 VLDLR DUSP6 SLC13A5 LARP4 CASK ZIC1 RBFOX2 FSIP2 ZIC2 HOXC6 TOP1 TIA1 PUM1 CCDC92 KAT6A BASP1 ZNF711 WEE1 RELCH NCAM1 HHEX MAP4K4 CADM1 SIX1 TFAP2B MFAP5 FGFR2 FGFR1 HMGB1 SOX2 SOX5 TCL1A CCDC85B SOX4 MEIS1 HOXA2 PPP1R16B EHBP1 TEK RLIM RHOBTB1 STK38L FN1 DNAJA2 DENND2C KCNB2 FANK1 NR4A1 TEAD1 CASC2 CCM2L DOCK4 LURAP1L CDKN1B HOXB7 ZIC4 PNRC1 CPNE1 SPTBN1 TMEM88 HDAC9 RBM39 E2F1 PPP1R14D CELF3 MAST1 FBXL19-AS1 PTMA CBFA2T2 MBP TRIM8 PCBP2 PAK1 SEC24C TSC22D3 PHC1 SSBP3 RELT MYCT1 PARP8 CDK8 G3BP2 PRKCH ZSCAN2 HOXC10 ADRB2 FAM53C KLF3-AS1 AMER1 KLHL13 ACVR2A PDE9A NGFR EDA UBE3A NDP NFIX TRIB2 SKAP1 PLPPR1 N4BP1 MAP3K3 ZNF668 SLC39A9 FBN2 CHD6 DCX TNPO1 ERG GNAO1 ERH DTX1 C1orf21 DPYSL5 DPYSL2 CADPS KCNN2 EBF1 SH3BP1 MEX3D RCN1 NFIB HNF4_01_B http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF4_01_B KCNE5 MRPL40 C1orf210 ADGRA2 CCDC106 ATP1B4 HTN1 HIRA DQX1 SYT6 SRSF6 ADGRL2 SRSF4 PICALM CRY2 GBF1 AGPS RARB TLK2 ATAT1 MIR22HG DAB2IP BCL2L14 F10 CYP1A1 TGIF1 PPARGC1A PROX1 GCC2 GLTP DCTN2 MARK2 ZBTB18 RAB15 TMEM79 ST18 NEK6 CDK5R1 NAGS ERBB2 RBP2 AKAP11 ARFGEF2 CNOT1 MLEC MISP MOV10 LHX1 HOXA10 HNF1B HNF1A UBE2K ESRRA CBLN4 LGALS4 TP53BP1 ASXL1 CLUH SLC25A47 GGN ZBTB45 GBE1 RNF5 PON1 PRODH2 DNAJC22 HEPH PDZD3 PDZK1 NYAP1 TCF12 KLF3 RTN4 PPARA EVX1 DIS3L AP1B1 RAB5C LRRC19 CCDC71 CLRN3 KCNK10 ASAH2 NR2F6 SERTAD4 SELENOP NR2F2 DOCK11 GOLGA4 AGPAT1 NR2F1 PEPD PRG4 TP53 TLE1 ZSWIM3 SLC26A6 ILRUN ACOT8 XPR1 GTF2I INHBC UQCR10 USH1C AP5B1 RAPGEFL1 MAP3K11 CRYBG2 FUT8 PRR14 IFFO1 PSME3IP1 CDK16 NLRP6 LRRTM3 SOS1 BCL11A PEX16 SERPINC1 ETV6 BAZ2A MTMR4 ACSL5 HSD17B8 SELENOM RTP3 COL15A1 SNAI1 FBLN1 DUSP3 LRP1 NRAP CALM3 SELENOI HNRNPAB TNNC1 LMO3 CRABP2 SLC22A11 PRKCSH TRIM47 WNT3 CCNJL UNC5B SMG5 TBC1D13 GATA4 PRKACA INSR LINS1 RBMS1 ACOT7 CA12 RBKS WDR81 TAOK3 ZBTB40 RSPRY1 HOXD3 SHF VWCE ASB7 FXYD1 RPRD1B DRD3 TSPAN13 GLUD1 HDGF CNTFR PHF21B REEP4 NR2C1 GMPPB CHMP4B MANEA HOXA9 PLLP TRAF4 NOVA1 DNAJA2 OBSCN MRPS28 EFEMP1 NR4A1 SREBF2 POLD4 LAMP2 TOMM70 ZIC4 EBF2 CREBRF MPRIP MYH10 PPP1R14D KYNU CELF3 NXPH4 ZSWIM8 PRKAG1 HR PNPLA2 PRRX2 SPRY4 POU5F1 PCBP4 PAX7 PAK4 RHOB PDE8A NRG2 AKT2 CCDC151 OTC SEC16B MPP5 LEAP2 NRXN1 PRKCD EIF4G1 CUTA KLF3-AS1 WRAP53 ESRP2 ARCN1 JMJD1C PTMS MREG GALNT2 ADAMTS19 LYSMD1 CLCNKA CPLX2 PRDM16 PIPOX UBE2R2 LINC01101 IGF1R MYRF TTI1 MSI1 IYD FEZF2 SCNM1 SLC39A5 PIK3R3 SLC39A4 COL8A1 EHD1 HIKESHI ACTB FAM170A MAP1B BAALC INVS TPGS2 TEX2 RCN2 AREB6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AREB6_01 ITGB3BP CTHRC1 ADGRA2 STRC SYT3 S100A9 MPV17 SLC26A10 ZNRF1 SHH SRSF7 MAP3K5 DDX17 SOSTDC1 LIN28A RARA IFNK TLK2 RFFL BHLHE41 YARS1 CRTAM STRN4 OLFML2A PROX1 PPARGC1A JUP C1QA LAMC2 LRCH4 EPS8L1 TDRD3 ZC3H10 GRHL2 CRELD1 HOATZ CDK2AP2 CHCHD7 PXN ZBTB37 HCRTR1 MOV10 LAMB3 HNF1A GAD1 SLC44A1 GNAT1 PLAG1 DNMT3A HPCAL4 CELF1 MCAM TMED1 S100A14 ARHGAP32 NKX6-1 OSR1 UNC45A CEL SFRP2 GRK6 MAP7 HEPH FGF5 NRP1 ERLIN1 PWWP3B NBEA RTN1 CAMKK1 PCGF1 STX1A GSE1 ACTA1 POLR1D JPT1 ARRDC3 FLNB TMEM191A SENP1 ZNF296 KCNH7 IL12B KCNH3 REV3L USP2 FAM72A EHF CCDC140 TBC1D5 BCL9L ACSL4 FBXW11 ETV4 FOXD3 ETV3 BRD2 IL7 HCLS1 IFT52 ANKHD1 GABARAP LSP1 SAMD7 CDH13 EML3 KREMEN2 LYG2 LMNTD2 SLC16A6 SLC16A8 JADE2 TUBA4A TUBA4B IL2 THRA PDGFB SKIDA1 WNT3A FGF17 STK35 EIF5 LNX2 IQGAP2 RRAD MANF CASK ANKRD1 ZIC1 TMEM139 RNF38 S1PR1 FBXO24 RPS27A TTLL6 GSDMA ZNF593 IGSF9B KCND1 C6orf47 IL27 NTPCR SECISBP2 HES7 CLHC1 ACTN3 SOCS5 ANKHD1-EIF4EBP3 EVC2 SLITRK4 HOXD8 HIF1A LRP10 RASGRF2 DLL4 SPDEF TFAP2A OPHN1 FXYD3 EDC4 DIAPH1 SIPA1 CSMD3 PHF21B UMOD PAQR9 CXXC5 ADAMTSL1 LLGL2 TMEM38A ITGB8 CSAD TSSK2 USO1 TEF UBE2D1 LRFN4 BMF FKRP AFF3 EPB41 SLC6A11 TNFRSF13C CRB3 SMG1 MICAL2 RPRD2 LYPD3 LAMTOR1 NOSIP SLC4A11 H1-9P CDKN1B DSG3 ZIC4 HOXB6 TAFA1 HDAC9 PC CADM2 CLDN7 FNBP1L NXPH4 UBXN10 IGFBP6 CLDN5 PAX3 PCDHGA5 RUNX1T1 TMEM62 PAK6 FOS CCDC120 PCP4 PAX7 LRRFIP2 IGF2BP1 NKX2-1 RABL6 SOX10 KIF12 NOL4 NRXN2 NRXN3 TRPM7 EGR4 G3BP2 LDB2 PCDH7 VAT1 SLC7A11 PURA TSPAN6 DDR1 CEMIP CHRM1 BTG4 ESRP2 ACVR2A RBMX2 ENHO PTCHD1 SNX13 SAMD12 IRX4 ADAMTS19 TTC39B CABP7 TRIB1 ALDH1A1 NPAS2 ACAN PRRG2 CYP26B1 KRT8 HS6ST3 INPP5F CCDC14 ARHGEF39 DCHS2 SPACA6 GPR119 CREB5 ENOX1 TEX47 KIR3DX1 TP63 VWF SP6 TMEM151A ID4 SCAND1 TMEM125 NFIB AREB6_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/AREB6_02 VKORC1L1 EFNA1 SYT3 EDN1 CCDC106 WT1-AS SHH IRF2BPL KIF13A SRSF7 MAP3K5 WWP2 SOSTDC1 GRID2 DDAH2 RFFL MAP2K6 S100A1 STAG1 PITX2 SLC12A6 YARS1 WNT10B ZHX2 ZFHX3 PROX1 DCTN1 HNF4A LAMC2 LRCH4 PRDM1 MYO18A SH3GL2 DENND4A TDRD3 ZC3H10 ERBB4 ERBB3 LY6G6C HMGCS1 BCL2L1 TAGLN2 RIMS1 TAB2 NECTIN4 MUSK SH3RF1 DMD HNF1B PLAG1 SPPL3 GNAT1 DNMT3A GPR158 S100A16 NTF3 ARFIP2 RO60 S100A14 DDX4 GGN OSR1 UNC45A ARHGAP44 COX6A2 DNASE2B MAP7 NYAP1 PLA2G4D NRP2 KCNK16 RAB5B NBEA GPR87 RTN1 KCNIP4 CAMKK1 WBP2 GPX1 DNAJC13 SLC23A3 TIMM10B WFIKKN2 SEMA3A KCNG3 COL11A2 IL13RA1 TXNDC12 ADGRG3 ADAM11 ARMC8 PTF1A FLNB OTUD7B ZNF296 ZNF277 GUCY1B1 WNT9A GADD45A TBX19 KCNH5 CSF3 USP2 IKZF2 EHF TSPAN33 CCDC140 HPSE2 DGKG USP37 CNOT9 BCL6 ZNF467 ARMCX2 MTMR4 DTNA ETV3 FADS3 IGF1 MAPK10 ANKHD1 GJB1 CDH13 LMNTD2 DRP2 SLC16A8 PTPA USP48 TUBA4A TUBA1C TUBA4B GNA14 OCLN LMO2 GRIK3 GPRIN1 GRIK4 LNX2 RBFOX2 GDNF DMPK FAM81A TMEM139 LGI2 FBXO24 WNT6 WDPCP PABPN1 POU2AF1 USP1 PISD HES7 SPA17 ANKHD1-EIF4EBP3 ROGDI HOXD3 DLL4 FAM131A MYL3 SOX4 UBAP2L CTPS2 WT1 ATF2 RRAGC LLGL2 CYSTM1 UBE2D1 AXIN2 BMF GABRQ NOVA1 AFF3 GABRA3 FOXA1 FDPS SMG1 ITGA3 CRAT DOCK4 APEH NRF1 PDE7A CPNE1 SPTBN1 TMEM88 RBM39 OMG DNAJB5 C6orf62 CADM2 UBE2E1 PRPH CLDN7 FNBP1L UBXN10 CREBZF CTCF FBXL19-AS1 PAX3 VGF RUNX1T1 TMEM62 BZW2 JADE1 FOS PCDH1 PCP4 CAVIN2 POU4F1 DLG2 NKX2-1 IP6K2 SOX10 NOL4 KHDRBS2 GPR174 NRXN3 OTX1 VAT1 PGM2L1 DDR1 EYA2 CHRM1 UCHL5 KDM3B FSHB KBTBD8 TSPAN8 LCP1 SAMD12 EPN2 IRX4 HYPK ING3 SIAE EGLN3 TMEM150A TRIB1 RGMA HRH3 POU3F4 POLR1D SCN5A FAM78A PIK3R1 FOXL2 RNASE4 EDEM3 AHI1 AMPD1 SH2D6 SLC6A9 MTMR11 SLC6A7 DCDC1 SPEG TMEM151A LPCAT3 AREB6_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/AREB6_03 STARD13 AJUBA IGF2-AS SLC9A7 ADGRG6 DST CDK14 SCN3B SYT2 FST CD2AP GNG8 SRSF7 CYRIA APP MACROH2A1 TOX2 BCL7A TSPAN2 DDAH1 PRMT3 PPTC7 ARHGEF38 LRRC8D ROCK1 CIZ1 ZNF503 PIM2 PNKP DOC2A EPCAM HNF4A LAMC2 LRCH4 VGLL4 VSX2 DENND4A CRELD1 ERBB3 HOXA11 TRAK2 CACNB3 STRADB SYVN1 IL17C NECTIN4 HCRTR1 LYL1 CRMP1 DMD HNF1B SERF2 DNMT3B IL1RAPL1 PLAGL2 SLC44A1 TECTA DNMT3A GPD1 ZEB1 AKTIP PAQR5 ARFIP2 PNCK PYM1 TNNI1 OSR1 NTRK3 CEL CHRNB1 MAB21L1 NCOR1 MARCKSL1 KCNK16 CCKAR FGF8 FGF9 ZNF710 FITM1 PDE11A NBEA KCNJ11 RIMKLA DOK7 AP1S2 SLC24A3 TIMM10B SEMA3F SIK2 USP15 ACTA1 TLNRD1 FCMR MEGF8 ARTN MMP16 FLNB ELMO1 CTNNBIP1 ATXN1 SEMA4G C12orf42 ADAM12 FUT8 BRSK1 IKZF2 TSPAN33 PCYOX1L DGKA FRMD5 RASSF7 CCL20 ERP29 MRPL14 PDE1C MPC2 TLX2 SNAP25 MLLT3 IL4 DLG2 IGF2 LSP1 ASIC4 KREMEN2 SLC16A6 LMNTD2 MAPK14 LRRN1 USP46 DGKZ ZNF462 LRP5 REPIN1 NKAIN4 THRA LARP4 PDGFA LMO3 GNA12 RIPK4 RPS6KB1 JAG1 CBX8 KLHL1 DMXL1 S1PR1 LPAR1 FBXO24 MTUS1 DSCAM YIPF6 BICDL1 SCUBE2 FA2H NPEPPS ELL3 AHR NUMBL TEX37 TACC2 TNNT3 KLHL23 HSP90B1 EXTL3 CAMTA2 FGR RHBDF2 SSH3 ITGB4 DSCAML1 LLGL2 PPP1R16B MEIS2 MID1IP1 SSX2IP SLC30A3 TEC PARD6A ANKRD13B PHACTR3 NFE2 LIMA1 WDR5 FOXA1 WDR6 NR4A2 CRB3 REM2 WWC2-AS2 ATF6 NRF1 HDAC3 PHF1 DSG2 DIO2 ITGA6 CHAC1 GLI1 MYH10 E2F1 LARP1B CCDC78 LSR PSD3 DSTN TMEM116 SLC48A1 CXCR4 PPM1J CAVIN2 POU4F2 FAM117B POU4F1 PPP1R14C MRTFA PLEKHH3 ALX3 PLCB2 SSBP4 SSBP3 KHDRBS2 LIMK2 ARHGAP26 VAT1 SLC7A11 KIF1C SH2D3C EYA1 RELL2 PRR15 SMTN SHKBP1 CHRM1 ENHO NGFR JMJD1C MINK1 CTNND1 JAKMIP1 GHDC NGF CDH3 RGMA SKAP1 KRT8 SCNN1G EHD1 HMCN1 MED26 L3MBTL2 DNAH17 GRHL3 PNOC NAT8L IRF6 SPEG EBF1 FAF1 CUEDC1 POFUT1 RNF182 NPNT AREB6_04 http://www.gsea-msigdb.org/gsea/msigdb/cards/AREB6_04 LTBP1 JAKMIP2 EFNA1 EDN1 ATP1B4 RORA PLEC MXI1 LINC02687 AGBL5 DDX17 BDNF H2AZ2 CCN2 PPP1R1B FAP SOSTDC1 KCNK5 STAG2 LRRC8A MRPL51 PAN3 CRYAB NOL4L EFNB2 ZNF503 NAV3 MIDEAS TGIF1 SRSF2 PCF11 HNF4A PCYT2 CYTIP MAPK3 CCDC148 FCHSD2 PRDM1 ERBB3 TFCP2L1 HOXA11 PABPC5 ARF6 KCNJ2 TAGLN2 PXN ITGBL1 OTP HEXIM2 DMD NACA4P TCF4 CDC37L1 PLAGL2 SLC44A1 BMP4 KLF5 COLCA1 KLF7 HPCAL1 KLF12 ESRRG NXF3 ZNF521 ZC3H11A GART GOLM2 TRPS1 PKP4 TSGA10 WBP2NL RACK1 RAD51AP1 FOXA2 HIP1R FGF9 NFKB1 CCDC91 SPART SERTAD4 LMOD1 LAG3 H1-2 ARMC8 CMKLR1 SDK2 SEPTIN4 LINC00905 CLIC1 OTUD7B ANKRD22 GNB4 FUT8 NACA2 TRIM14 IL7R OXSM STAT6 BCL11A C12orf4 PPP3CB FOXN3 NDUFA4L2 BCL9L SNAP25 BRMS1L MAGOHB TRAF3IP3 FLRT1 SWAP70 LRRN3 FZD1 PDZRN4 ELAVL4 TJP1 EML3 RAB35 FBLN5 JADE2 HTR2C DUSP6 ASPN XPO1 CLMP SKIDA1 LMO4 LINC01138 PDE3B FGF13 MMRN1 FSIP2 WNT2 WNT4 OLFML3 CDKN2C GATA6 SLC25A23 ELOVL6 ATOH8 LGI2 TFAP2D WDPCP KMT2A NMNAT2 SH2B3 HNRNPUL1 TNFRSF17 VAX1 TRERF1 JUNB PSMA1 RASGRF1 HSPB2 VAMP4 RNF24 SMARCA2 STX5 ZNF436 ME1 HMGB1 LST1 SYT16 RHBDL3 SOX4 NEDD9 SLCO2A1 HOXA2 MEIS2 ZEB2 HOXA6 SLC30A3 BMF GABRQ MAFB RFX5 FOXA1 NEUROG1 WRN FOXP2 EBF2 HIVEP3 PCGF5 TAFA1 PHEX DENND2B OMG CADM2 RUBCNL NDST4 APOLD1 ESPNL PRKAG1 NR6A1 HR FES PDCD4 SLN NOC2L FAM180A PCBP4 DCLK2 ITIH2 POU4F1 SHC3 LTA DLG2 ATP8B3 AKT2 PURG SOX10 SLA2 SOX11 OTX2 PCDH7 M6PR SLC7A11 PURB CHST1 EIF4G1 HOXC10 DEF6 KDM3A NRK KRT83 ZADH2 PATL1 ROM1 CIITA NUP98 IRX5 NFIX ARPP19 IGF1R NFATC4 FEZF2 COL8A1 CHD6 PIK3R3 KLHL17 GEMIN4 ERG MSH5 TMC5 MAP1A NF1 CWF19L2 CLEC7A WNT2B PPP1R9B SON NIPBL POFUT1 VPS26A CCGNMNNTNACG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CCGNMNNTNACG_UNKNOWN MRPL40 TMEM179B SPINK2 HIRA SYNCRIP SYT6 CAD ITPKC CANX CNOT4 SPRY2 BZW1 GGNBP2 GRWD1 MFHAS1 WASHC4 ZCCHC9 PRKACB UQCRB COQ8B NSUN6 ANKS1A ARHGEF7 CYCS HMG20B FOSB UBE2H MARK3 HERC1 CAAP1 KAT5 CAB39 CEP55 TIMM8A TAF11 RFC4 GNB2 VCPIP1 INO80 MPZL3 BMP2K CEP44 SUPT6H BTAF1 KYAT1 AP1M1 TXN2 ZBTB11 PPT2 GPM6B SIKE1 SETX RPS27 ELK4 TTPAL DIABLO TRA2B HSPE1 VMP1 FBXO8 SDF2 HIP1 THPO MSANTD2 ENDOV ZER1 ATG5 MRRF RNF44 WDR48 KCNN2 DDX50 RBM18 CTTNBP2NL WDR1 HSPD1 CRK CHRD PTRH2 CART1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CART1_01 MEF2C FAM126A BBX STOML2 DNASE1L3 ACBD5 PPP1R2B PELI2 MAP2K5 PHOX2B YARS1 CNTLN ANKS1B MYH1 CRTAC1 CLCA3P NOL4L MYH2 PRPF38B CEP290 PCF11 DENND1B RPS19 ZBTB18 TACSTD2 BACE2 LHFPL1 AC141586.1 MIR9-1HG ROR1 PDGFRA TMEM178A STC1 PRDM1 UNC13B ACADSB PTCH1 HOXA11 WARS2 MYT1 RIMS2 OTP HESX1 NPHP4 NECTIN3 RCHY1 KRT2 SREK1 CYP46A1 ACACA ESRRG EN1 EPHA7 TMEM117 C5orf38 ZNF219 GPR85 JPH3 SEPHS1 TRPV1 ELF5 LRRC15 RFXANK GPX1 ZNF148 GOLGA1 SERTAD4 FOXB1 RAB6A ZNF281 ADAM11 POGZ TMEM255A PTF1A LGALS12 OTUD7B SLC26A3 HP1BP3 ZNF362 CHRDL1 GRM8 ZC2HC1C HSD3B7 THAP6 IKZF5 PCDHB15 SEC14L3 NETO1 ZDHHC21 CNMD HPSE2 BCL11A GBX2 FOXN3 BCL6 C1GALT1C1 PRSS12 SKA2 RAB2B NOS1 PDZRN4 KRT26 MID1 ITPR3 ASIC1 ASIC2 NRAS FYN BNC2 SLC16A9 RBFOX1 CLRN1 ELOA PBX1 NEUROD6 OGG1 BAMBI LMO3 SKIDA1 C17orf102 LMO4 FGF13 CALB2 ZIC3 TTR WNT3 CDKN2C PAPPA PDGFC TFAP2D MTUS1 WDPCP MIR137HG PLEKHA6 MOXD1 CDKL5 ARRB1 DLL4 SMARCA2 SLITRK5 SPTB MSRB3 TSPEAR EDC4 SOX5 SOX4 REEP4 RCAN1 ANAPC15 MEIS2 HOXA3 HOXA5 RLIM LRR1 LRFN5 IMMP1L ZNF423 TRAF3 KIRREL3-AS3 GABRA6 EFEMP1 TEAD3 FOXP2 SALL3 HOXB3 LOXHD1 HOXB7 HOXB5 SALL1 HOXB6 ARL4C RFX3 KCTD15 GARRE1 TAFA1 CADM2 TNRC6A KYNU ABHD17B CLDN4 PRKAG1 PRRX1 PRDX2 PTMA RUNX1T1 PAK3 TCP11L2 ATP8B1 DLG2 CABLES1 MKS1 ELP4 NOL4 CNTNAP4 OTX2 MBNL2 EYA1 PPM1E UBE2E4P CFL2 HIPK3 KLHL13 KRT84 ZFPM2 PATL1 NPVF TBC1D21 MAL2 MDP1 CALD1 IRX2 NFIX CDH6 UBR5 ARHGEF10L C1QTNF6 ARPP21 MPPED2 NPTX2 PRDM10 POU2F1 CHD2 FEZF2 PTPRC ERG PRUNE2 BEND4 CBL CREB5 TGIF_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGIF_01 ADCY8 GCAT MXI1 HOXD10 RAB1A GAB2 SEMA7A BTBD3 LIN28A TLK2 FOXO3 TMED10 MAP2K5 H1-0 WNT10A ADCY10 ZBTB43 ANKS1B DOP1A LHFPL6 TGIF1 DCTN1 CTNNA3 PDGFRA TGIF2 LRCH4 UNC13B DENND4A DCAF17 ACADSB ALDOC CACNB3 EPHB2 PPP1R3D SAMD1 LHX1 ZC3H18 ADGRB3 HNF1B DYNC1I1 PPP2R2B GPR156 AEBP2 ESRRA BMP1 RESF1 TGFBR1 KLF14 METTL8 EN1 SERPINI1 DDX6 EPHA3 TNKS1BP1 PRRG4 UNC79 KIFBP WWC1 R3HDM2 CHRNB3 WDR49 FOXI1 MAB21L2 RAD51AP1 GLRA1 FITM1 GOLGA6A SLC23A2 MAP1LC3B ANKRD13A ANKRD12 GOLGA2P5 JPH1 USP15 TUBB4A INPPL1 MGAT4C GOLGA8A C12orf42 ASH1L SORT1 ZMYND8 GREB1L KCNH2 MAP3K13 NPPA GOLGA6L9 ABTB2 IKZF5 STX4 IKZF2 PSME3IP1 CYLD GPHN COL7A1 LRRTM1 C12orf4 PPP3CA APBA1 CAPN6 FZD9 MYF6 DNM3 TBX2 NLK ELAVL2 GOLPH3L AZIN1 SOST PPP1R7 SLC16A6 GRIA1 NHLH2 GOLGA6L2 CDH10 APOBEC2 SKIDA1 CAPZA1 PASK RPS6KB1 KLHL1 WNT2 DYSF CDKN2B CDKN2C FBXO24 SPRED1 ITCH NMNAT2 ZNF593 PLEKHA6 LBX1 TMEM109 SCUBE3 TRIM55 CHODL IRS1 AHR STK3 DDIT4 CDIN1 PARP16 HIF1A VAMP8 RSPRY1 LNPK CEP57 PBRM1 EDC4 APOO ONECUT2 MYL1 SOX4 FAM217B SPINK5 CXXC5 SESN1 PCDHAC2 CXorf58 RBX1 HOXA2 ZEB2 FAM107A RPL4 TRAF7 RNF14 TRAF3 HCN1 OBSCN TAF5 NR4A3 FOXP2 KCTD8 SLC25A12 SLC4A10 ST7L HOXB2 RNF152 NEDD4 GTF2F2 ARL4C RFX3 RBM39 ABL2 DNAJB5 DAP3 UQCRC2 FNBP1L NXPH4 CLSTN2 TSHZ2 CREBZF CTCF TNS2 GPC4 FRMD3 WARS1 MAX KCNQ4 SMDT1 DES CCN4 YY1AP1 PCBP4 DYNLRB2 CALCRL IP6K3 IMPDH2 FAM76B TNIP3 CYB5R4 RAMP2 NOL4 TUBB2B CAB39 LCOR EYA1 EYA2 CA6 MOSMO ACVR2A PSME3 NRGN ANKRD35 DMC1 ACVR1 IRX4 ABLIM1 DPF3 UBE3D SPOCK2 PPP1R12C FKBP3 HCFC2 RSBN1 CABP5 GHDC NR3C1 UBR5 PUM3 HFM1 TNFRSF19 POU3F3 PIK3R3 SELPLG RFTN2 WBP1L SLC12A2 PNOC MED13 NIPBL CRH LPCAT3 TMEM125 MEIS1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MEIS1_01 N6AMT1 ADCY8 PITPNB GCAT YIPF4 GAB2 LIN28A H2AZ1 CREB3L1 TLK2 ABI3BP H1-0 YARS1 MYLK2 PIM2 KAT5 TGIF1 PPARGC1B CLTRN SPAG9 SPAG8 BAZ1A HTR7 HSD11B1 SMPX TGIF2 LRCH4 CD248 DENND4A DCAF17 ACADSB MYT1 TMIGD1 EPHB2 HCRTR2 LHX1 KLB FBXO5 TNKS DYNC1I1 PPP2R2B LHX9 KRT2 PLAGL2 KLF5 GPR156 PDZD7 KLF7 ESRRG METTL8 KLF14 EN1 ABCG4 TNKS1BP1 NDUFAF2 WWC1 ETS1 RGS6 DNASE2B HEPH FOXI1 SOBP KCNAB3 NRP1 ARHGAP30 FITM1 VILL DOK7 SLC23A2 MAPT TMEM59 ARFGAP2 COL11A1 USP15 CLN3 MGAT4C SLC22A8 MBD6 C8orf17 TLE1 ATL1 ARRDC4 CTNNBIP1 SS18 ASH1L GRM6 ZMYND8 TCEANC2 SEMA4A NPPA ZNF485 PHLDB1 FRMD6 IKZF5 STX4 EPG5 PSME3IP1 GPHN SORBS1 STK40 ETV1 ARMCX3 PPP3CA CDK17 USP32 FLRT3 PDZRN4 ELAVL4 SNAI1 MEOX2 RBFOX1 NEUROD2 NHLH2 NEUROD4 LINC00173 STT3B THRA PLXNA2 SKIDA1 GRIK3 CBX4 CNOT2 FGF13 RPS6KB1 RANBP3L FGF12 IL17RC HLX ZIC3 WNT2 DMXL1 SLC25A25 CDKN2B ANK2 SAMD11 CDKN2C TIAM1 CMTM4 PSIP1 FBXO24 ITCH SPRED1 POU2AF1 TMEM109 SCUBE3 TRIM55 NCALD MRGPRF NPEPPS HES6 DDIT3 STK3 CDIN1 NCAM1 PSMA6 RSPRY1 COPZ2 ARFGAP3 PBRM1 DIP2B TIMP4 SPINK5 ENSA CXXC5 C1orf43 RBX1 HOXA1 FBXW7 RLIM KRTAP17-1 NYX ERCC8 AP2M1 KIRREL3-AS3 EPB41 CKAP4 UST KCTD7 SREBF2 FOXP2 SLC25A12 HOXB2 DDX50 CREBRF GARRE1 GLI1 ABL2 GRB7 DAP3 DNAJB5 HINT2 CLTC KLF10 RUNX1T1 FOS KCNQ5 CCN4 SMDT1 YY1AP1 PCBP4 DYNLRB2 NRG1 TNIP1 KIRREL3 SSBP4 NOL4 HMGN2P46 SOX14 AAMDC LCOR CTSK EYA1 PPM1D TMEM71 C2orf27A AMER1 PSME3 DMC1 DPF3 SPOCK2 NDP ERRFI1 FKBP3 RSBN1 GHDC CABP5 TCF7L2 SMOC1 LINC01565 TNFRSF19 FEZF2 PAFAH1B1 PLCD1 PIK3R3 TNPO1 TGM7 VPS18 AKIRIN2 GNAO1 B3GALT2 BEND4 CREB5 RSF1 SIRT1 TMEM126B LPCAT3 POFUT1 NSL1 SMPD3 MEIS1AHOXA9_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MEIS1AHOXA9_01 NOG HJV ADCY8 EDN1 STRN CNOT2 PDLIM1 KLHL4 HLX KLHL1 ADGRL2 CDKN2C SAMD11 HOXC5 PDGFC TRIM69 KIAA2013 PIK3CG PHOX2B SATB1 GATM ANKS1B NCALD HRK CHODL LUC7L3 ZFHX3 CLPX HOXD9 ZBTB18 MRPS18B PRRT1 TFAP2A UNC13B GCNT2 TFAP4 PHF20L1 ONECUT2 SOX4 PHF21B CACNB3 OTP GPR22 HOXA3 PRR11 OTOP2 LHX9 TCF3 NECAP1 NOVA1 KLF12 ASXL1 ST13P4 ESRRG KLF14 B3GAT3 HOXB7 ARF3 ZIC5 FBXO32 CACNA1E NDST3 NRP1 ELF4 TSHZ2 USH1G DICER1 NAP1L5 SYNPO2L KCNQ5 SH2D1A CCN4 ANKRD12 E4F1 CNTNAP5 MGAT4C OTX2 TLE4 LINC01567 ZNF362 KIF1B C2orf27A RBBP8NL GRM8 ZMYND8 IRX3 FRMD6 SCML1 HCFC2 TPM2 TCF7L1 FIGN GBX2 FAM91A1 FEZF2 TAGLN3 NFATC4 ODF2 VEGFD PIK3R1 USP32 TTC12 SKA2 FLRT3 SPACA6 SPEM1 HS3ST3A1 JARID2 BEND4 PPP1R10 CREB5 GRIA3 ELAVL4 CISH IGSF21 SOST NRAP NIPBL CHN2 NEUROD4 ABCC6 MEIS1BHOXA9_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MEIS1BHOXA9_01 ITGB3BP NOG KLRC2 KLRC3 LARP4 CDK14 LMO3 ARMCX4 IL17A IL19 PDLIM1 KLHL4 KLHL1 ADGRL2 DSPP ATP2B3 GBF1 SAMD11 RPLP0 HOXC4 HOXC5 UNC5C PIANP LPAR1 WNT6 ATP13A4 RPP25 NMNAT3 PIK3CG NMNAT2 PHOX2B PLEKHA6 GNB1L ANKS1B ZFHX3 HRK CHODL ACTN2 UBR1 PATE2 HNF4G IRS1 TBR1 CLPX HOXD9 MRPS18B ZBTB18 RASGRF1 RAB10 DRD3 TFAP4 HOXA11 CSMD3 CACNB3 ARPC5 ST8SIA2 MDK HOXA3 HOXA6 DMD TFDP2 ZC3H18 OTOP2 TCF3 NECAP1 NOVA1 ATG12 OLFM1 SLC44A1 GNL2 MYO1C ESRRG KLF14 UNC79 DNAJB7 HOXB7 ARF3 ZIC4 EBF2 ZIC5 ARL4C CD79B TAFA1 SGIP1 NRP1 UTY USH1G KDM6A COPS3 AP3S1 NFKB2 CRX PTH1R BAIAP2L1 FOXB1 NFIL3 NR2F2 GABRG2 STEAP4 OTX2 ADNP TLE4 MBNL1 TTF2 HOXC12 ZNF362 HIPK1 GRM8 RBBP8NL WDR82 ZMYND8 NPVF IRX3 CNIH3 FRMD6 SCML1 TNFRSF8 TPM2 PCSK2 SKAP1 CYLD SYNPR ACAN LONRF3 GBX2 FEZF2 SIM1 PIK3R1 TTC12 EIF4ENIF1 INSM1 GNAO1 HS3ST3A1 PPP1R10 KCNV2 CISH NRAS CDH13 SOST RTL10 NIPBL AMOT CHN2 TBL1X FOXJ2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXJ2_01 MEF2C CTNNAL1 SLITRK2 MSTN C5orf64 SKIDA1 ATP1B4 STOML2 RPS6KB1 DNAJB12 FSTL1 REST RORA PLEC TGFB2 HOXC6 CYRIA PRMT6 HOXC4 CH25H PHTF2 TSPAN17 C6orf136 LGI1 TWIST2 TWIST1 FAM122A SCAMP1 IRS4 TYRO3 SCUBE3 CNTLN ZHX2 FOXN1 UBR1 PREX2 PKIA PPP1CB TRERF1 LUC7L3 RTL9 NCAM1 PCF11 HNF4A PRDM1 STX5 FBXO11 LINC00474 DRD3 SSH3 HOXA11 ACP6 NSG2 SOX6 CHCHD7 DAAM1 C1orf43 HESX1 IL17C ZBTB37 CD68 BDH1 NECTIN1 IL25 DMD IFNA5 HOXA7 HOXA10 ADGRB3 ANGPTL1 RUNX2 NOVA1 SLC44A1 PLAG1 ATXN7L1 NTF3 KLF12 ACACA ESRRG BRIP1 UCKL1 PCDH17 NTN1 DOCK3 FOXP2 ATP2A2 PDE7A TRPS1 RGS6 CPNE1 FABP4 KCTD15 PRR34 KLF3 CLDN8 GNAZ IER3 E2F5 FGF9 PRKAG1 CPEB4 ARHGAP30 MITF RAB3IP KCNK10 SLN ORC4 HSF2 HEY2 GOLGA1 MGLL ZBTB20 ANGPT1 FOXB1 NRG1 IMPDH1 MSL3 LTA BRCA2 EGR2 POGZ PIK3C2A PTF1A OTX2 FLOT1 ARTN TLE4 TSPYL2 SLIT3 PPM1D GRM3 KLF3-AS1 NREP KRT84 C12orf57 ZADH2 CEND1 GAP43 LCP2 TNF SCML1 ERRFI1 FAM72A CXCL2 NEO1 RGMA HAND2 BCL11B TNR CYP26B1 BUB1 SCG3 SLC39A8 SUPT4H1 GFI1 FEN1 BUB3 DTNA HMCN1 POLR3F GNAO1 TBXAS1 NCDN CSRNP3 COL13A1 IFNA10 CREB5 TMEM258 SLC10A7 CELF4 SLC35C2 CILK1 ID2 CUX1 ID1 RBFOX1 CDAN1 FBXL22 CRH NEUROD2 GFRA1 CHN2 BAMBI LUC7L CDH10 IFNA17 NFIB FOXJ2_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXJ2_02 NOG FAM117A LTBP1 CDK14 DNAH12 NEIL3 UTRN EDN1 LEMD2 SYT6 RORB RORA LEMD1 MXI1 ZC3H14 SRSF7 CDH20 ATP2B4 GRIN2B PSMA8 RARB HTR1F COL10A1 ATRNL1 POLG NOL4L LIFR C2CD2L PPARGC1A PTPRO ZBTB18 FCHSD2 HSD11B1 HAS2 MRPL47 PRDM1 PHF20L1 ARF6 HESX1 TCF21 NECAB3 NECTIN1 DMD NECTIN3 HOXA10 ADGRB3 TXLNG TCF4 COLCA1 ESRRG GUCY2C DCHS1 GOLM2 SERPINI2 DLX2 ARSG ATP2A3 R3HDM2 MAP2 MFSD14B C12orf54 SOBP KLF3 PDZD2 GNAZ JPH4 FGF7 PDZD9 RAB5B LINC01164 MLH3 CCDC91 GOLGA1 SEMA3A GHR NR2F1 ANP32D MBD6 ELMO3 AMBN SLC26A7 SLC39A14 CD180 MECOM USP2 GPM6B IFFO1 NEO1 CTXN1 HPSE2 AMELX LRRTM3 BCL11A CALCOCO1 FOXN3 BCL6 TBX5 B3GLCT MNAT1 NRAS SDHC TUBA1A PBX1 C1orf122 SARAF CDH10 TOB1 CAST SLITRK2 DYNC1LI1 LMO3 ACKR3 TMEM156 FGF13 FSIP2 KLHL1 CRYGB MYOCD HOXC4 SMARCD1 PDE4B SAR1B DND1 SATB1 SATB2 SCUBE3 SPTLC2 ANGEL1 LRP1B PDE4D ARNTL TRERF1 SLC34A3 IL20 PTHLH ZNF516-DT ROGDI MCUB CADM1 TFAP2B PYGO2 FRAS1 ADAMTSL1 CCL2 SIPA1 SOX2 SSH2 BMPR2 CSMD3 ANAPC11 TTC3 CACNA1C TFEC HOXA7 SEPTIN4 HOXA9 PCYT1B AP2M1 KIRREL3-AS3 ZNF423 XPOT DIXDC1 PHACTR3 ADAM23 EFEMP1 TEAD1 FOXP1 NRF1 DNAJB9 ATF3 ATF7 ARL4C GARRE1 HDAC9 RBM39 PHF6 C6orf62 UBE2E1 BMI1 IGFBP7 PAX6 TASP1 ACVR1C TRIM2 ORC4 YRDC ZNF407 POU4F2 NKX2-1 KIRREL3 ZC3H6 PTCHD4 CALHM5 CDK6 NRXN1 ECT2 PURA HOXC12 KLF3-AS1 SERINC5 IPO4 AAMP INPP4B KRT84 UCHL3 PNKD DMC1 NDUFB5 ZFHX4 NFIX PPM1B TRIB2 OTULINL UGT1A6 PRDM12 SLCO1A2 CDH9 ARPP21 NPTX2 MPPED2 CHD2 POU3F4 GSTO2 PAFAH1B1 CHD6 CRIM1 GPR107 MAF TMEM229B ERG IL2RA BMT2 OLR1 C1orf87 AP000708.1 IGSF21 PNOC ID1 DCDC1 NFIA FEZ1 NPNT NFIB NKX61_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX61_01 CGA JAKMIP2 C5orf64 CCSER2 STOML2 PTPN22 CUL3 DDX17 FLI1 CLK2 RARB SLC12A6 TYRO3 PHOX2B CNTLN MDGA1 NOL4L CABCOCO1 PPARGC1A FAM53B ERMAP PDGFRA HSD11B1 PNMA1 CASZ1 QRFP HOXA11 CHCHD7 RIMS2 MYT1 OTP ARX HESX1 GAD2 SAT1 ADGRB3 LHX6 TCF4 NECAP1 RNF43 ESRRG EN1 KLF14 PLXNA2 KLF15 USF2 GNAT2 ARHGAP44 ATP2A2 RNF4 ETS2 MAP2 MARCKS NCOR1 KCNJ16 FGF7 SLC20A1 RAB5B ELF4 FAM83F KCNIP2 PHF21A CCDC91 ZBTB20 AMY2B COL11A2 SIK2 ANGPT2 VCPKMT NR2F1 TLE4 SOAT1 RBBP8 SLC26A7 CCND2 NSD1 CLOCK RAB3C HSD17B2 GK2 FHL1 PCSK2 ZFP36L1 BBS12 LRRTM1 PPP3CB BCL6 WNT8B DTNA MYF6 TUT1 TBXAS1 TBX5 LMNA NTNG2 PDZRN4 NPR3 MID1 PCMTD1 FAR2 LARGE1 RBFOX1 NEUROD2 CLRN1 NHLH2 NEUROD6 WNT7A CDH10 DUSP6 TOB1 APOBEC2 SLITRK2 LMO1 LMO3 GABRB2 SLC6A4 FGF12 FAM81A HOXC6 KLHL5 SAMD11 HOXC4 GATA3 KMT2C TENM1 LGI1 SATB2 FUT11 NRN1L HRK CDKL5 HOXD8 SLITRK3 HNRNPA0 TMTC2 CADM1 VAMP3 FGFR2 EDC4 SLC38A6 SOX5 AK8 SOX4 TCL1A ST8SIA2 SESN3 LLGL2 HOXA7 GTF2A1L IMMP1L RHOBTB3 DMP1 ACMSD SLC6A15 NEUROG1 NR4A3 FOXP3 FOXP2 SALL3 MYO10 DSG4 HOXB8 RNF152 CXCL13 ZIC4 DSG1 ITGA7 TMEM88 HABP2 AARS2 TSHZ2 PRKAG1 PRRX1 AMMECR1 RUNX1T1 TMEM62 RNF19B PLRG1 TRIM8 OLFM4 CAVIN2 SIAH3 SOX18 SV2A PLCB1 BOC WNK1 ELP4 SSBP3 BRCA2 ARID5A MBNL2 GJD2 SEZ6L UBE2C PURA HOXC10 EYA1 PPM1E SHKBP1 ZFPM2 ZADH2 AOC2 HYPK IRX4 EDA FGFBP3 CTNND1 RPA3 C1QTNF7 PRDM13 ALDH1A2 SKAP1 AP3M2 CDK11A CDK11B CHD2 POU3F4 PLCD4 FEZF2 CHD6 NDUFA4 ERG PTPRD MIR17HG SPACA9 CEP120 CREB5 MAN1C1 ANXA10 DCDC1 KCNN3 NIPBL ZRANB1 SH3BGRL3 CCTNTMAGA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CCTNTMAGA_UNKNOWN FAM126A ADCY8 STK35 TRMT9B NR2E1 CBX6 ZFP91 SND1 H2AZ1 PELI2 NR2C2AP OLFML1 ZFHX3 PISD PHETA1 INO80 MGAM SIX1 HSD11B1 DCP1A ADD3 ADAMTS5 RNF19A WNT5A PRSS36 MEIS1 TEK SLC30A4 FBXO44 KRTAP17-1 RPL4 GCNT1 IMMP1L SZRD1 DVL3 KLF7 MACO1 NTF3 EPB41 RFX5 SMAD6 TP53BP1 TGFBR1 FBXO2 ARFIP2 ITGA3 SETD7 RBMX EMILIN1 NTRK3 PRICKLE1 HPCA ARL4C TMEM154 DNAJB5 IER5 SDC4 C18orf21 GPX2 CCN4 OSR2 TIMM10B ACTR1B APOBEC4 NR2F2 PCGF1 DLG1 ELP4 CLN3 HYAL2 ZWILCH LDB3 C8orf17 SLC7A10 CSRNP2 PCDH8 MMP15 PIGR MBNL1 IRF2BP1 CATIP ADTRP SLC26A6 TSPAN3 CHRDL1 NRL PTBP3 TBCC KRT85 P3H2 UHRF1BP1 PATL1 DPF3 FKBP8 ZBTB7A FBXW4 GPR63 PSD2 GHDC SEC14L2 PMEPA1 GJC1 GPHN HPSE2 BCL11B PLCD4 POU3F3 USP34 ETV6 OR13C9 MLLT6 LARP1 CHD4 ZMYM4 TMEM229B VASH1 CYTH3 DTX1 AXL LMNA NLGN3 MAPK10 TPMT ELAVL4 GMFB SAMD7 RNF44 TPGS2 NIPBL ATP6V0A1 ZNF462 SP8 MPL TEKT4 TITF1_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/TITF1_Q3 MEF2C GDF3 FAM117A AGO1 MSTN MAGI3 GCAT HOXD13 FSTL1 MXI1 RAB1A OGN PRMT6 PLS1 KANSL3 PTBP2 AC097381.1 CRY1 TWIST1 EMSY PRPF38B POLA1 MARK3 PTPRO TGIF1 PPARGC1A LUC7L3 MTF1 RAB18 GPBAR1 MLLT10 MIR9-1HG PDGFRA PPP2R5E ADD3 ADAMTS5 EMCN FIP1L1 GPBP1L1 KCNJ3 PXN MLEC OTP ARX ZBTB37 DMD LHX6 HAUS3 MAML3 PPP2R2B TCF4 IL1RAPL1 SND1-IT1 NKX2-2 PLAGL2 MGAT4B TECTA ODC1 AEBP2 GUCY2F BMP1 KLF8 S100A16 AFAP1 PAQR7 HOMER1 PYM1 GOLM2 OSR1 PKP3 TSGA10 CAPSL SYTL2 RIT2 CLCN6 SLC25A37 ZNF532 CPEB4 WASF2 FERD3L ANGPT1 JPH1 LMOD3 SRPK2 POGZ MGAT4C LINC00670 TLE3 HERC1 CLC ARHGEF11 ZDHHC14 CHRDL1 GRM7 ORMDL2 DLK2 NSD1 SFN NEO1 NSRP1 LINC00649 LIN54 FSBP GPM6A BCL2 LRRTM1 ETV1 WNT8B FOXD3 JARID2 DLGAP4 NLGN2 ILF3 MID1 ITPR1 ASIC1 ASIC2 ASIC4 BRMS1 MEOX2 PSMD11 BNC2 GSK3B JADE2 ORAI3 AMTN VPS37A PBX3 CCDC136 LIX1L BMP10 RBM3 TGFB3 CDCA7L CNOT2 RPE65 ITPKB DLK1 CNOT7 TOR1AIP2 HOXC4 CMTM4 EGFR SATB1 KCND1 PCIF1 NR0B2 VAX1 FGF20 IL21 NCAM2 HHEX PRCC TIAL1 SMARCA2 ARFGEF1 SNX6 TSPAN13 ONECUT2 MYL1 KATNB1 PTK7 SOX5 CSMD3 PAQR9 GMPPB UBE2D3 ZEB2 B3GNT6 TFDP2 SARNP HOXA9 DYRK3 H4C3 EGF GPRIN3 SLC6A11 SLC6A14 NEUROG1 SHANK1 CACNA2D3 FOXP1 HOXB3 SARM1 RRN3P1 ZIC4 DSG1 ARL4C RFX3 KCTD15 RBM39 ZNF410 TMEM175 BMI1 TNRC6A TSHZ2 PRKAG1 UBXN10 PAX6 HIGD1B KCNQ5 SEPTIN9 MAZ PAX8 MGLL LRRFIP2 VPS16 IMPDH2 TRPM3 SSBP3 OTX1 OTX2 PIP4K2C CDK2AP1 UBE2H PURA TOMM40L EYA1 CFL2 CLDN1 CNTN1 KLHL11 UCK2 PTCHD1 WNT16 CCDC24 TRA2A LRMDA NUAK1 CDH6 MTHFR MYRF POU2F1 CNNM2 GNAO1 GPR119 CEP120 LINGO2 GPS2 SP1 DACH2 ADIPOQ DSC3 POFUT1 IPF1_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/IPF1_Q4 MEF2C SLC9A9 SLC36A2 AQP9 GDF7 POLR3GL SYNCRIP LEMD1 NONO ADGRL2 OGN EPC1 SRSF7 EPC2 BDNF FLI1 BHLHE22 MOS PELI2 RNF212 FOXO3 PITX2 PHOX2B TYRO3 NSMCE3 EFNB1 BARHL2 SLC35G2 ZHX3 SLF2 TGIF1 ZFHX3 CD274 PRDM8 DENND1B C14orf39 MTF1 PGM1 AC141586.1 PRDM1 SLTM GC SRSF8 PPP2R3A GNAI1 PDLIM5 OCRL OTP TAL2 HESX1 EPHB6 CLEC4E DMD MAML3 HNF1A NECAP1 CDC42EP3 OLFM1 SREK1 SLC44A1 BMP4 COLCA1 EXPH5 ACACA PLXNA2 C2CD5 SEMA6D SYTL4 H3-3B SMURF2 TCF12 SRMS SOBP KLF3 FGF6 GPR85 BACH2 NRP1 SLC20A1 RAB5C DNAJC10 LIME1 GOLGA6A SLC24A4 XYLT2 GOLGA2P5 ANGPT1 MIER1 NR2F2 ATF7IP VSIG1 TPP1 CACHD1 INPPL1 TNMD TLE4 TLE1 TENT4B C8A CCND1 OR2H1 SLC26A7 C2orf66 GOLT1A SLC39A14 GOLGA6L9 FUT8 SEM1 NEO1 SF3B4 CLDN14 POT1 STARD13 FRMD5 CNMD BCL11A CHM ARMCX3 PPP3CC BCL6 TLX3 HAPLN1 CSRNP3 PAK1IP1 SI PPP1R10 ELAVL4 EML3 ELOA DPYD GOLGA6L2 C1orf122 SLITRK2 LMO1 FOXN3 LMO3 ATP6AP1 CASK ZIC1 GDNF NR2E1 ZIC3 KLHL5 CDKN2B SAMD11 STK39 LOX ELOVL6 TENM1 ATOH7 BAIAP2 HRK DLL1 MRPS18B RASGRF1 HOXD4 SNTG1 HSPB2 RNF24 EMP3 SMARCA2 KRTAP15-1 HMGB2 SNX6 TCEAL7 KCNA2 SIPA1 SOX4 SESN2 LPAR4 ANAPC15 MEIS2 DOCK1 ENTPD5 RHOBTB1 RNF14 EPYC PPP1R21 EFEMP1 NR4A2 ARID3B SREBF2 SALL3 HOXB1 HOXB8 ZPLD1 ZIC4 HOXB5 EBF2 DYRK1A DSG1 MYH11 BMI1 SGIP1 CLEC18C GSX1 FES CBFA2T2 HAUS4 CCDC120 SIAH3 ADAMTSL2 YRDC RAMP1 IP6K2 RAX GSC EGR2 TENM3-AS1 PTCHD4 CNTN5 OTX1 OTX2 MPP5 PCDHGB7 MPP6 MBNL1 PURA CTSK LIX1 KLF3-AS1 TBCC C5orf51 PPP2R2A ROM1 DPF3 UBALD2 NDP CTNND2 CPLX2 NFIX ARPP19 CLVS1 DCN PMEPA1 UBR5 NPAS3 ARPP21 TNR POU3F4 FEZF2 PLCD1 DNAI4 CEP120 BEND4 ZNF827 PDZK1IP1 SLC10A4 TEX47 SLC10A2 RALGDS CELF4 IGSF21 PNOC CUX1 MED13 TMEM126B SP8 CHX10_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CHX10_01 CGA MSTN LTBP3 U2AF2 ALKBH5 CDH20 ATP2B4 DHX38 PPP1R1B BTBD3 FOXF2 H2AZ1 OGT BHLHE41 PITX1 PITX2 CHRNA2 MAP2K5 RPP25 WNT10A PHOX2B MYH1 PTPRG SUCLG2 NOL4L BARHL2 PRPF38B FRA10AC1 LUC7L3 MSX1 TMEM185A CGN MLLT10 NDNF BACE2 TMEM178A ADD3 AGAP3 PXDC1 TXNL4B RBP3 GRHL1 CACNB3 DAAM2 OTP HESX1 SEMA5B DMD IMPG2 LHX5 HNF1A BMP4 GPR158 BMP1 MAOA EN1 KCNK2 DDX6 PCDH18 SHOX2 DLX1 SEMA6C KCNQ1DN SYNE2 SFRP1 NTRK1 MAP4 C5orf38 BACH1 LINC02875 MYBPC2 ELF4 MITF LINC01164 AP1S2 SLC24A2 TBC1D20 FOXB1 TUBB4A NR2F1 KCNMA1 POGZ TLE4 FOSB ELMO2 TTF2 C8A GRM5 PROK2 YPEL4 C22orf31 SLC26A7 RAPGEFL1 NEO1 ZFP36L1 RPL34 LRRTM1 ETV1 NDUFA4L2 BCL6 FLRT3 CS PDZRN4 NLGN2 KRT25 NPR3 FZD7 ASIC1 FYN HERPUD2 RPL34-DT BAMBI VLDLR USP44 FGF19 DNAJC5B THRA LMO1 SKIDA1 LMO3 PLXNA2 ATP6AP2 RNF39 WNT3A CASK SLC7A9 ZIC1 CDKN2C SND1 HOXC4 MS4A1 PRKACA ROBO3 MTUS1 KAT6B WDPCP PLEKHA6 LBX1 PRKAB1 BASP1 SLC44A3 NEBL SLITRK1 ARHGAP36 VAMP8 VSNL1 TFAP2B WNT5A STX7 FBXO40 SSH2 RHBDL3 RCAN1 LPAR4 PPP1R16A OVOL1 OTOP3 LRFN5 ZNF423 AFF3 DIXDC1 ATXN7L1 NEUROG1 FOXP2 DNAJB8 HOXB7 ZIC4 CYFIP2 ADRA1A DNAJB4 NDST4 NR6A1 RP1L1 PRRX1 PAX6 DMRTA1 GPC3 SIAH3 RASL10B PAX8 POU4F3 NFIL3 PRL NKX2-1 DLG2 FILIP1 OTX2 PCDH9 LDB2 SEZ6L GJD2 PURA SACM1L HOXC12 PPM1E UBE2E4P LIX1 CHST8 CA2 NPVF GAP43 IRX4 ADAMTS17 HCRT GPRC5C CNN3 RTN4RL1 IRX2 PRND SLC37A4 ZFHX4 ATP5MC1 LINC00311 CDH6 CDH9 RGS12 FIGN LINC01565 POU2F1 LSM12 FEZF2 PIK3R3 PLPP1 GNAO1 MED24 PDC SP7 NFIB VDR_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/VDR_Q3 CYP24A1 AJUBA GDF1 PHF20 HTN1 PTPN22 SLC26A10 PAN2 CHMP2B FLI1 PICALM SIN3A LIN28A GRID2 RARB DHX30 BHLHE41 STAG2 ADGRL1 BHLHE40 RARG EFNB3 POLG EMSY KRT13 TAOK2 PROX1 TBR1 KAT5 ZBTB18 HAS1 ZNF436-AS1 AGAP2 STC1 ZNF385A LLCFC1 RALGPS2 PTCH1 TMEM187 GPBP1L1 ZNF513 LIF TSEN54 TLCD3B ORAI1 ASXL1 CD5L DCHS1 CCT7 DLX3 NTRK3 SHOX2 R3HDM2 TRPS1 NTRK1 GRK5 TCF15 AP1B1 FGF9 PRRT2 KCNIP2 FBXL19 RAB6B FOXB1 LAG3 TXNDC12 NR2F1 CCER1 ADGRG3 ARHGEF2 POGZ TLE3 ARHGEF15 MMP14 RBBP6 GRM3 ZNF362 POGK PLXDC2 SH3KBP1 DHH MECOM ZBTB7A ZBTB9 CLDN15 FAM214B BCL11B MPC2 JAKMIP3 TBX2 RRBP1 NLK NLGN3 VEZF1 PHF12 ATP1A2 YWHAG LRP1 GSK3B NEUROD2 PBX1 NHLH1 CALM1 NXPE3 MORF4L1 XPO1 BCAM LMO1 THRA SKIDA1 LMO4 SHFL TGFB3 EIF5A TGFB1 IL11 TMEM39A SLC2A4 HOXC5 VEGFA TPT1 TFAP2D POM121L1P CASKIN2 SATB1 HNRNPUL1 KCND1 PLXNB3 NUFIP2 HRK HES7 ARID1A TRERF1 NUMBL HOXD9 NCAM1 RCL1 ZNF688 SMARCA5 KLHL41 SLITRK5 ZNF436 FGFR2 PTK7 FBRS CXXC4 ENSA GREM1 SRF TIMP3 HOXA2 HOXA3 MEIS2 JUND ADRA2C PRIMA1 BMF TMEM30A RFX5 FSCN3 KCNB1 NR4A3 FURIN PPIE EIF4E CXCL14 HOXB7 HOXB8 CERS1 ATF7 XPO7 FBXO36 PRX GPR173 PRKAG1 DUOX2 PRADC1 DACT3 CTCF FBXL19-AS1 FOS PLCB3 PAGR1 MAZ GTF2A1 PPM1J PCBP2 PAX8 POU4F3 SOX15 ARHGAP8 TSC22D3 AKT2 KLK13 SOX10 SSBP3 FOXJ2 DUOXA2 PRKCI PRKCH PCDH7 INHA LCOR EIF4G2 ADRB1 CHRM1 NCOA6 ATXN7L2 AAMP RBM26 WNT11 NRGN PNKD PTMS PATL1 FKBP2 MIGA2 ERRFI1 EGLN2 SEC63 GPR4 CHD2 POU2F1 MSI1 METRN BAHD1 MED26 NDUFA6 SLC12A5 HIF3A EBF1 GGA1 SPZ1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SPZ1_01 MRPL40 S100A4 SLC44A4 HMGN2 GDF7 FST HTN1 PPP2R5C DQX1 HIRA SYNCRIP SHH PGR CUL2 ZFP91 BDNF DDX17 PICALM PPP1R1B BCL7A STAG2 LRRC41 WNT10A MAGED2 DEPDC4 DCTN1 PCF11 ADAMTS9 APH1A CDK5R2 GNAI2 TRMT2A RIMS1 EPHB1 ZNF513 MOV10 NECAB3 IL17B CRMP1 HOXA10 PABPC3 HNF1B HAUS3 HNRNPLL PABPC1 TSEN54 SZRD1 MACO1 ORAI1 OSBPL7 KCNK2 KCNK4 NTRK3 GRK5 NYAP1 GLRA1 NFKB2 STAC2 NR2F2 HYAL2 PIK3C2B ADNP MBD6 MMP1 CLC SIGIRR AMIGO2 ZNF362 CCND2 NAB2 ZMYND8 NPPA FOXO4 ABHD8 ECEL1 HSD3B7 FHL3 GPM6B PCSK2 CYLD SUMO2 BCL11A FAM216B CALCOCO1 BAZ2A GPBP1 CYTH3 NLK DLGAP4 PPP1R10 ILF3 PHF12 KCNV2 ASIC1 TOM1L2 NSD3 DRC3 ZBTB3 CALM2 KCNC1 XPO1 SKIDA1 F13A1 FGF17 LMO4 STK35 SNRPD1 RASGEF1A FGF13 CNOT4 TIAM1 CGGBP1 SLC25A23 GATA3 TBC1D13 TPT1 RBMS3 SRRM1 PITPNC1 RBM12 SCRT2 CASKIN2 YTHDF2 SIX4 ARNTL STK4 HOXD9 SLITRK1 MRPS18B MCUB ZMYM2 TMTC2 CAMTA2 ADAMTSL1 FXYD4 SOX3 FBRS CXXC4 CNTFR GREM1 MEIS2 BLOC1S3 RLIM HOXA9 ZNF800 MYO1C KCNB2 EFEMP2 MRC2 VPS26B SHANK1 EPS15 HOXB4 HOXB1 DSG4 ATF3 EIF4E HOXB8 SMARCC1 HOXB6 CPNE1 NCAPD3 HIVEP1 HOXB9 XPO7 HDAC8 MYLK CADM2 SEC24B PRKAG1 HR PRRX1 CTCF PAX2 TNS2 SPRY4 FOS MAZ GTF2A1 PAX8 SOX15 RANBP1 USPL1 IGF2BP1 KPNB1 DLG2 IGF2BP3 AKT2 EPN3 SOX10 SSBP2 FOXJ2 LDB1 PRKCG CDK6 UBE2B HMGA1 LCOR HOXC10 EIF4G1 EIF4G2 ADRB1 PSD UQCRH TBCC ACVR2A PATL1 PTMS PTCHD1 UBAP1 AHCYL2 IRX5 TPM3 VCAM1 SRCIN1 ILF3-DT POU2F1 POU3F3 CHD4 WDTC1 MIR17HG NCDN MAP1A DPYSL2 SLC17A7 UTP18 SP1 TRAPPC6A SP4 KCNN2 HIF3A ZRANB1 TMEM126B EBF1 SP7 CGGAARNGGCNG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CGGAARNGGCNG_UNKNOWN SLC36A1 URM1 UBE2F XPO5 CLTC PAX2 C19orf53 RGL2 GTF2A1 WWP2 TMED2 TPT1 IGF2BP2 PCGF1 TXNDC12 EGR1 IRAK1 POLH SPTLC2 RAB4B TP53 KAT5 EML2 CCDC6 PANK2 UMPS CUTA CFL1 BIN3 RAD17 GANAB DCAF10 CCDC171 TMEM187 CHCHD5 LMAN2 CDC37 CHMP2A GLYR1 RHOBTB2 TAF9 FEZF2 VPS39 TMEM30A RNF14 HNRNPH1 MARCHF6 ADAMTSL5 LINC01089 C1orf74 GCA UBXN8 ATP2A2 CTR9 PTGES3 DUSP6 AR_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/AR_Q2 MSTN LARP4 IL16 FGF14 RBM3 SYNCRIP HECTD4 HOXC6 DAB2 EIF4EBP1 BDNF WNT3 USP54 HOXC4 PPP1R2B RARB TFAP2D ADAM7 STRIP1 RBMS1 PHOX2B GSDMA CAPNS2 SLC12A8 PLEKHA6 HNRNPUL1 RREB1 ANKS1A BARHL2 CA11 ZHX2 SIX3 FGF23 C2CD2L LUC7L3 YTHDF3 PPARGC1A RELCH MAP4K5 CD36 VCPIP1 FIP1L1 PFKFB4 GRHL2 LINC00114 KCNA5 RIMS2 SFXN5 OTP KCNJ1 ADCYAP1 SESN3 NPHP4 HOXA3 TMEM86A DMD SKIL TRAF6 CDC42EP3 ZNF423 SREK1 NFE2 FOXA1 KLF15 AGER ABCG2 FOXP2 DLX3 ITGA6 HOXB6 RWDD1 HIVEP1 KCTD15 RERE TSHZ3 APOLD1 CPEB4 GSX1 AMMECR1 PAX3 SDCBP2 TNS2 KCNK12 KCNK10 PAX9 GRWD1 WDR47 AMY2A TSC22D3 ERGIC1 PPP2R1B ADNP TLE3 SEC16B INHBA PSME2 SEMA4C WNT9A PIEZO2 ENKD1 LINC00472 CLDN17 NDP MCMBP IKZF2 ECI1 CYLD ARMC5 LSM14B RAB11A FEZF2 APPBP2 ETV6 TRIP11 SNAP25 EIF4ENIF1 HAPLN1 NCDN MAP1B DACH1 GJB1 LRP1 GANC GSK3B SLC18A1 LUC7L ZIC1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ZIC1_01 S100A4 FAM126A STAR PGF HNRNPD CCDC106 NELL2 FSTL3 MSL2 DQX1 RAB1B RORA USP51 MAGED1 ATP2B4 PICALM GRIN2D KANSL3 TLK2 DHX30 PRMT1 MIR22HG MCRS1 WNT10B YARS1 RCOR2 CRYAB DEF8 NKX2-8 CYP26A1 ZNF503 TAOK2 TRAF3IP2 DCTN3 ZFHX3 DCTN1 CTNNA3 TSC22D4 ZNF384 TGIF2 LAMC2 EFNA4 PMP22 PTCH1 ERBB4 ERBB3 GNL3LP1 DUSP11 ARHGAP45 HEXIM2 USP49 HOXA10 GIGYF2 CCNYL1 MAML3 BCOR NKX2-2 DVL2 GIT1 AEBP2 KLF12 KLF13 OARD1 KIF3C NOTCH1 SAP130 DMTF1 HPCA SUPT16H CPEB3 FASTK PRAF2 KCNJ14 KCNK10 AP1S2 CILP2 ANKRD13A ZNF654 SEMA3B FCGR3A FCGR3B GHR FMNL2 TMEM255A CERCAM ARHGEF17 CACNG3 ATL1 SLIT3 ZNF362 FANCD2 ZDHHC12 RRM1 PLXDC2 USP21 HELZ2 SCGB3A1 KCNH2 PLA2G3 TUFM ZMYND11 FAM110D ABHD8 CA14 KAZN PSME3IP1 LINC00649 CYB561D1 COL7A1 WDR13 RAB11A NDUFA4L2 BCL6 FUT2 ACSL4 ETV6 CDK18 WNT8B IPO13 ZMYM3 LMNA FADS3 PPP1R10 NLGN2 DGKH NLGN3 PHF12 TTC16 GJB1 YWHAG LRP1 LRP8 PTCH2 ATP6V0A4 RALY MAEA PDGFB LMAN2L NTN3 EIF5A FGF10 IL11 PACSIN1 SZT2 CGGBP1 GATA6 VEGFA SLC4A2 SLC4A1 UNC5C TRMT112 LGI1 NEGR1 RBM12 LINS1 MTUS1 CASKIN2 PI4KB KCND2 KCND1 CA10 TAZ TRERF1 HCST RTL9 WDR81 HOXD9 CBLN1 MRPS18B ZMYM2 RSPRY1 DLL4 HSPB2 ASB7 FRAS1 SLC38A3 DRD1 KCNA1 SIPA1 BMPR2 CCDC88A PTK7 CXXC5 C20orf173 LINC01312 CRB2 OVOL1 MID1IP1 HOXA7 TRAF4 TUG1 ATXN7L1 EFEMP2 DYNLL1 NTN1 LAT CDKN1B MARCHF5 P2RX1 HOXB8 SALL1 DSG1 CPNE1 SHISA6 HOXB9 ZNF318 PTPN1 GLI1 PHEX NFKBID RHO DNAJB5 NXPH3 KDM6A PRDX5 FES PCDHGA2 SPRY4 PAGR1 PCBP4 PAK4 NRG1 GABRG2 NOL4 TENM3-AS1 METTL4 LEF1 ARL5B CDK6 FAM83H MBNL1 EIF4G1 EYA4 HOXC11 BTG1 CTDSPL2 UCHL3 ZADH2 SAMD12 TYRP1 CTNND2 CTNND1 NFYA TPM2 UBE2R2 CYP26B1 PRDM10 POU2F1 GEMIN4 MYOC BAHD1 MAF CCDC71L GNAO1 MAP1A MAP1B RGS14 UTP18 OSTC CCDC102A THRAP3 TMEM126B CTTNBP2NL TMEM151A CUEDC1 SH3BP1 ZIC2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ZIC2_01 EDN3 NOG NELL2 ZBTB32 RAB1B SYNCRIP HOXD13 PDLIM2 FSTL1 IRF9 BDNF GRIN2D OGT TLK2 PI16 DHX30 PRMT1 H1-0 MCRS1 YARS1 TENT5A RARG CRYAB BARHL1 NKX2-8 PIM1 CYP26A1 TRAF3IP2 DCTN3 TGIF1 TSC22D4 NME3 ATP2C1 CORO6 CCDC148 ZNF384 ADAMTS1 PPP2R5E LAMC2 ZNF385A CASZ1 PTCH1 ERBB3 CALR DAAM1 ASB15 HEXIM2 MUSK MACF1 RAC1 HOXA10 UBE2K NKX2-2 C9orf24 OSBPL2 TLCD3B ABR BECN1 TP53BP1 OARD1 PCDH10 MARCHF7 KCNK3 UNC45A FNBP1 SEMA6C FLVCR2 RNF167 HPCA PKP4 MAP4 CHRNB2 DHX40 GPR85 FASTK KCNJ10 ALKBH6 CKB HSPH1 RAB6B SEMA3B GHR TMEM255A CERCAM MEGF8 TP53 RAD52 RBBP6 MYCN CTNNBIP1 ZDHHC15 FANCD2 HDDC3 PLXDC2 EIF4A1 WDR82 RIN1 ZMYND8 GNAS DOLPP1 ZMYND11 USP2 ZFP36L1 CSDE1 GPM6A COL7A1 LRRTM3 LRRTM1 WDR13 RAB11A MPC2 NDUFA4L2 ETV6 MLLT6 BAZ2A ZMYM3 DLGAP4 FAM222B NLGN2 NLGN3 MAPK10 PHF12 RPS6KA5 YWHAG LRP1 CD19 SFPQ RAB22A RASSF2 ZNF462 LRP8 PTCH2 OGG1 TOB2 MORF4L1 KCNC1 TNNC2 AMMECR1L C17orf102 LMAN2L NTN3 FGF13 FGF12 PRKCSH IL17RC CALB1 CBX6 IL11 KLHL5 DAB1 GATA6 ZNF574 TENM1 MTUS1 RBM12 SCRT2 CASKIN2 PI4KB KCND2 CA10 FGF20 TRERF1 TRIM33 NDC80 VCPIP1 DLL4 HSPB2 BAG6 LRRK1 TMEM132E KCNA1 PTK7 FBRS LYST CXXC5 SESN2 TIMP3 FBXW7 PPP1R16B CRB2 TSSK2 ANKRD13B GABRA1 DYNLL1 FOXP1 HOXB4 SLC25A11 SLC4A10 MEA1 HOXB2 HOXB8 CPNE1 HOXB9 PTPN1 GLI1 RHO CADM2 PHF6 DNAJB5 PRX UTY SLC5A1 PRKAG1 KDM6A CLDN6 HR ZCWPW1 DACT3 CLTC FES SDCBP2 AMDHD2 PAGR1 ORC4 SOX15 TMEM196 IMPDH1 GABRG2 CCDC151 UBE2A NOL4 METTL4 SOX12 AAMDC CDK6 PURA BBS1 DHRS3 CA9 FAXDC2 WRAP53 CA3 PATL1 UBALD2 CTNND1 NFYA TMEM150A REL SMOC1 COL27A1 CYP26B1 PRDM10 FAM91A1 CCDC71L EBP GNAO1 MAP1A RSF1 MEPCE HPX NIPBL PCGF2 ZIC3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ZIC3_01 SCN3B NELL2 PRR35 FSTL3 HOXD12 RAB1B SYNCRIP HOXD13 FSTL1 HS2ST1 ZFP91 HOOK2 DCAKD ATP2B4 GRIN2D PIANP TLK2 OGT DHX30 STAG2 PRMT1 MCRS1 WNT10B RCOR2 CRYAB NKX2-8 PIM1 CYP26A1 ZNF503 TSKU TRAF3IP2 KAT5 TGIF1 PRDM8 ZNF384 LAMC2 ADAMTS1 HAS2 EFNA4 CASZ1 CDK5R2 PTCH1 ERBB3 HOXA11 BCL2L2 BCL2L1 ASB15 EPHB1 HEXIM2 TAL1 MUSK RAC1 STX16 HOXA10 LHX6 NKX2-2 OSBPL2 BECN1 PCDH10 ESRRG PTPN14 MAP7D1 ZNF521 KCNK3 TNNI1 KCNK4 HEBP2 HPCA PPRC1 MARCKSL1 GPR85 FOXA2 ZNF532 KIF7 ANP32A SEMA3B GHR FMNL1 FBXL20 TMEM255A MEGF8 CD160 CYYR1 NFAM1 MYCN SLIT3 DOK1 ZNF362 MAST2 FANCD2 MPZL3 ZMYND8 GNAS KCNH2 ZMYND11 FAM110D CA14 KAZN CETN3 CYB561D1 COL7A1 LRRTM3 BCL11A BCL3 RAB11A NDUFA4L2 ETV6 MB21D2 DLGAP4 LMNA NUCKS1 NLGN2 NLGN3 MAPK10 PHF12 ITPR1 GJB1 LRP1 PYGM PPP1R8 ZNF462 LRP8 PTCH2 NHLH1 MAEA THRA TNNC2 GRIK3 STK35 NTN3 FGF10 IL11 HOXC5 CTDSP1 NEGR1 RBM12 MTUS1 RBMS1 PI4KB KCND2 CA10 SPATA20 TAZ MRGPRF SIX4 TRERF1 SLITRK3 NDC80 HOXD3 DLL4 HSPB7 HSPB2 VAMP3 EXTL3 LITAF SIPA1 RHBDL3 PAQR6 MAP4K2 PTK7 FBRS CNTFR PHF21B TIMP4 CXXC5 TIMP3 RASAL2 LINC01312 PPP1R16B FOLR1 CRB2 HOXA7 ANGPTL2 ANKRD13B GABRA1 GABRA3 EFEMP2 DYNLL1 TEAD3 DMTN DOCK6 NTN1 FOXP1 NMT1 MEA1 P2RX1 HOXB8 CPNE1 HOXB9 RBM39 GLI1 RHO PHF6 PRX GPR173 ZSWIM8 KDM6A UCHL1 PAX6 CLTC FES PAGR1 PCBP4 ACOT9 LOXL3 NRG1 IMPDH1 PIGA GABRG2 METTL4 PIP4K2A CHST3 CDK6 ARL5B NRXN1 RPS4X PURA DHRS3 CTSK GPHB5 CA9 FAXDC2 ATXN7L2 UBE2M KLHL10 GPRC5C CTNND1 CRNN NFYB CALCB REL SAFB PRDM10 CYP26B1 POU2F1 FAM91A1 NFATC4 GEMIN4 MYOC CCDC71L MAF GNAO1 MAP1A NFRKB ARHGAP33 MAP1B INKA2 ZER1 NT5C3B GDPD2 THRAP3 SULF1 SP6 SH3BP1 CUEDC1 NKX3A_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX3A_01 DLC1 NOG LINC00671 HTN1 WT1-AS SRSF6 DDX17 IFNG BHLHE22 DCUN1D1 TLK1 DHX30 UQCRB FAM122A ADGRL1 PHOX2B TMEM242 MYH2 MYH4 LUC7L3 MYH8 PROX1 TBR1 DENND1B UHRF2 ZBTB18 TACSTD2 AC141586.1 MIR9-1HG STC1 GEMIN2 PNMA1 DENND4A RNF17 COA3 EMCN MYT1 ZNF512 OTP ARX SH3RF1 NPHP4 PROCR DMD GIGYF2 ARAP2 LHX5 SMAD5 ZNF521 NOTCH1 ATP2A2 H3-3B DNASE2B TCF12 BMP5 TSHZ3 GPR85 PCDHA9 ALX1 ZNF710 NAP1L5 GOLGA1 BAIAP2L1 NR2F1 KCNMA1 ADAM11 ELMO3 GTF2B OTUD7B G6PC HP1BP3 GRM8 ADK SH3KBP1 ZMYND8 EXOC6 FOXO4 RAB3C FBXW4 ZBTB9 IKZF4 NNAT PART1 KIT MLF2 PCSK2 LRRTM1 BCL11A FOXN3 USP34 MYF6 LMNA PDZRN4 ELAVL2 B3GLCT GOLPH3L XIAP MID1 RAPH1 LYSMD2 NRAS C12orf50 GSK3B JADE2 KREMEN1 DCAF11 VPS37A LRP2 WNT7A TOB1 LMO1 THRA LARP4 CCIN KERA LMO3 IER5L CLDND1 ENTHD1 CNOT7 ZIC1 HOXC6 DAB1 SLC25A25 HOXC4 TFAP2D MIR137HG SIX3 MANEAL JUNB SLITRK2 SLITRK1 PSMA1 SLITRK3 RIOK3 HOXD3 CADM1 SIX1 HOXD4 SPDEF ASB4 SLITRK5 ASCL4 SPTB DIP2B SOX5 COMMD10 CACNA1C HOXA2 HOXA3 ZEB2 DENND6A HOXA6 RLIM H4C3 CRACDL CHM LRFN5 TUG1 ZNF423 CPA4 EFEMP1 NR4A1 CASC3 FOXP2 BEST3 CMTR2 DSG4 HOXB2 NCKAP5 NEDD4 ZIC4 SALL1 ZIC5 HABP2 E2F3 UBXN10 RP1L1 PAX6 ARHGAP17 KRTAP11-1 PAX9 PTH1R NRG1 LOXL2 DLG2 RS1 EGR2 PTCHD4 SULT2A1 CNTNAP4 NRXN3 MYCT1 CALHM5 MBNL1 RBMXL2 DMRTB1 EYA1 CHRM1 TRIM24 COMMD3 ZFPM2 CNTD1 COMMD6 GPR12 LCP2 ADAMTS17 SUPT3H TPM1 TRIB2 GADL1 CDH9 CDK11A AP3M1 CDK11B RNF128 POU3F4 POU2F1 PTN HS6ST2 POU3F2 KDM4D IGFL3 ERG NCDN CEP120 BEND4 CREB5 FDX2 SLC35C2 TP63 ARMC1 CWC15 CYP26C1 ADGRF1 DCDC1 KCNN3 RNF111 IRF7_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/IRF7_01 NOG LSM6 HOXD13 KIF13A CUL2 DDX17 FLI1 NT5C3A MAP3K8 RAPGEF6 COL12A1 METTL26 TLK2 MAP2K6 MAP2K5 PITX2 POLL SLC12A7 PIK3CD ZHX2 OPTN DPCD SRPX2 MSX1 IFNB1 ARMCX6 SIPA1L1 CASZ1 ERBB2 PABPC4 ARF6 VIT LIF LGALS3BP MOV10 PKN2 INTS9 DMD STX16 SAT1 HOXA10 DDX60 LHX5 LHX6 STX11 LHX9 LAPTM4A TASL TREX2 EN1 TRIM21 EPHA7 OASL GNGT2 DLX1 DLX4 SECISBP2L TCF12 BMP5 TCF15 SOBP ADAR JPH4 NRP1 ISG15 ALKBH6 LZIC GPX1 USP18 HHATL ACSBG1 DLEU1 DLEU2 TMEM115 WASHC4 EPSTI1 COL11A2 AGPAT4 AMY2A NABP2 HTR5A EGFL6 ARTN TENT4B ARRDC3 MXD3 CFL1P1 ZDHHC14 GRM3 ZNF362 IL18BP GRM7 ZMYND8 EXOC6 FAM110D PLEK2 ECEL1 ZBTB10 USP2 ABI3 FHL3 GJC1 ZFP36L1 PDE1B DAPP1 LRRTM4 POPDC2 BCL6 TLX2 IL4 GDI1 FLRT2 UPF2 NOS1 CYTH3 PPP1R10 ELAVL2 NPR3 RAPH1 CPT1A RBFOX1 BNC2 LRP6 LINC00173 ZMYND15 GNA13 APOBEC2 ABHD16A SLITRK2 SHFL LYPD6 TNFSF15 CBX4 RASGEF1A RPS6KB1 GDNF TAPBP XAF1 CXCL10 BATF2 GATA6 TIA1 CMTR1 SLC25A28 AZI2 PDGFC LOX MIR137HG BST2 SCUBE3 IL27 RBL1 SOCS1 YTHDF2 PDE4D FIBCD1 CCDC6 ZNF516-DT MRPS18B DLL4 PSMA3 NMNAT1 LRATD2 CCL3 PLXNC1 IL22RA1 HMGB3 SOX5 SOX4 SP110 COMMD10 ELK4 ITGB7 NOVA2 KIRREL3-AS3 ANGPTL4 MSANTD2 RFX4 TAF5 RFX5 NR4A2 EVL NR4A3 CACNA2D3 PSMB9 FOXP2 DDX58 SALL3 HOXB3 SLC4A10 TSC1 HOXB8 CXCL16 TUBD1 RFX3 PCGF5 HIVEP1 SST CACNA1A TMBIM4 E2F3 DTX3L RBCK1 DICER1 RUNX1T1 FEV FOS SEPTIN9 PKN3 UBR4 CXCR4 UBA7 CASP7 PCBP1 GPR162 FAM50A KIRREL3 TRPM3 GSC EGR4 PARP8 ESR1 LDB2 PARP12 OSM HOXC10 EYA1 PSME1 LIX1 CHST8 MOSMO AAMP KDM3A PNKD KPNA3 PTMS PPP2R2A CALD1 LRMDA ATP5MC2 NFIX PRDM16 PRDM13 CDYL TAP1 HS6ST2 CD40LG TMEM229B ERG PARP9 CELF4 IFIT2 PHLPP1 RDH10 CHMP3 HMBOX1 IRF2 MPL FAC1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FAC1_01 FAM117A EFNA1 CCSER2 SRSF6 ADGRL3 GBF1 METTL26 STAG2 PITX2 TMEFF1 ANKS1B EMSY NOL4L EFNB1 BARHL1 PIM2 NAV3 LUC7L3 FAM53B LRCH2 MNT PDGFRB HAS2 YAE1 PNMA1 CASZ1 ACADSB EMCN TMEM187 OTP SAT1 LHX6 NECAP1 IL1RAPL1 NKX2-2 SREK1 BLNK SPPL3 KLF7 TREX2 ACACA KLF15 LINC00314 KCNQ1DN EPS8 DMTF1 NTRK2 H3-3A FGF6 NRP2 FOXA2 ANKRD20A11P WASF2 MSRA SRPX WFIKKN2 SEMA3A NR2F2 NR2F1 KCNMA1 LINC00337 FBXL20 RBBP6 ZNF362 RAB5A ZMYND8 GNAS WNT9A SRGAP2 FOXO4 NKD1 REPS2 FAM107B FBXW4 SLC25A34 IKZF5 IKZF2 IKZF3 GNG11 DNAAF6 NAMPT SUMO4 MTMR3 DNALI1 FSBP AMELX BCL11A CALCOCO1 CHM USP34 CSNK1A1 PI4K2A TBXAS1 SGK1 JARID2 TBX5 CTLA4 IGF1 DLG2 GABARAP MEOX1 FBLN2 NEUROD2 CALM3 LRP5 KCNC2 LIX1L HJV SLC45A2 LMO3 GRIK3 CADM3 CBX4 FGF12 MAF1 ZIC1 GDNF CBFB CNOT4 TAPBP OLFML3 ROBO1 PAPPA RBMS1 IRS4 CHMP1B SIX4 JUNB MAP4K4 NBR2 MAP4K5 HNRNPA0 GPR50 TMEM209 SMARCA2 FBXO11 PBRM1 SHARPIN OLA1 SOX5 SPINK5 CCNG2 OAZ2 ITGB8 RLIM RUNX1 BMF RHEBL1 GABARAPL2 AFF3 ITGA3 NEUROG2 ANKH BRCA1 FOXP1 SALL3 HOXB3 SALL2 DNAJB7 HOXB4 DSG4 HOXB7 SLC7A3 HOXB8 DYRK1B ZIC4 HOXB6 CACNA1G RFX1 TMEM88 PHF23 PHEX HDAC9 CACNA1D SLC5A3 TNRC6A SORBS3 PRKAG1 DEDD KIZ OTUD5 ZCWPW1 PDCD4 TMEM62 GTF2A1 HEY1 ZBED5 POU4F3 POU4F2 POLG2 ZC3H6 NRXN3 FILIP1 OTX2 PDP1 LCOR EYA4 EYA1 ACVR2B HOXC11 HIPK1 ACVR2A KRT85 KRT84 NUP62CL PTCHD1 NPVF KLF11 NR3C2 TNFRSF8 NFIX TCF7L2 MPPED2 CHD6 PIK3R3 RNF122 CHTOP APC MEPCE YPEL5 JPT2 ID4 TIAF1 NFIB STAT5A_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT5A_01 S100A3 SNCB MASP2 SCN3B HNRNPR PDLIM1 IRF9 XRCC1 PAN2 CITED4 CCDC25 BDNF CERT1 FAP LIN28A NT5C2 RARA PHOX2B PMCH OLFML1 MECP2 F9 CYP26A1 SERPING1 UBR1 PPARGC1B ZNF233 ADAMTS9 GRB10 ZNF235 COLQ LRRC29 CXCR5 NOB1 STC1 PRDM1 UNC13B TMEM60 ADAMTS4 ELL ENPP2 PLAGL1 LIF TAL1 ZNF112 WIPF1 AGRP C9orf24 SREK1 LAPTM4B NTF4 RESF1 MAP2K3 ASXL1 ATP11C KCNK4 GPR153 LAMA2 LAMA1 ATP2A2 SEMA6D KCNJ8 ARF3 DLX4 TMOD3 GK CEP41 IFTAP KLF4 SLC9A1 PPARD NRP1 RBM14 DIS3L MARCHF10 FOXA3 ZNF532 AP2S1 GLRA2 IFT80 SRPX HAMP SCRG1 SMC4 HSF4 COQ8B ATP5PD PALLD ICAM1 SYMPK EGFL6 MGAT4C COL25A1 CSN1S1 SIGIRR KLF9 AMBN PROK1 SLC26A9 USP25 STX19 CSF3 C7 ECEL1 FRMD6 IKZF4 CREM BET1 TMEM100 LINC00656 TRIM15 PCOLCE DGKA PCSK2 LIN54 RAB11B BCL6 TCEA2 TLX2 ETV5 APBA1 ING2 TUT1 MAPK10 SOD1 CISH MRPL24 PLSCR1 GSK3A RBFOX1 JADE2 YWHAQ CHN2 OGG1 APBB1 ABCC5 HJV GPATCH4 CTPS1 VTN ITPKC CXCL11 TLR7 BATF TRIM46 PRKAR2B OLFML3 WNT3 ANK3 PVALB ACY3 AZI2 RRAS ZNF180 PI4KB SOCS2 NCALD CMTM6 VAX1 ARHGAP36 MAP4K4 SLITRK4 LSAMP DLL4 IWS1 SLC38A5 LINC00652 CCL2 TMEM208 CPSF7 ADAMTSL3 PHF21B CCL5 ST8SIA1 GMPPB HOXA2 FGA HCN4 ZNF423 MAFF RFX4 NR4A2 HACE1 NR4A3 BATF3 TNFSF11 SARM1 EIF4E MTTP TMLHE CPNE1 CREBRF CORT CACNA1D SGIP1 APOLD1 NDST1 TSHZ2 TNS2 SDHAF2 FOS DRC7 SEPTIN9 CFAP65 NUDCD1 PSMD3 OIT3 POU4F1 ZYX NFIL3 SEC24C NDUFS2 PHC1 STEAP4 PTCHD4 NRXN3 IRF2BP1 KRTCAP2 PURA SMC6 TSPAN6 OSM BBS1 TNFRSF9 TSPAN4 SDC1 PRELID2 PSD LIX1 GRN ATXN7L2 PROS1 VIP BCLAF1 IFT43 EDEM2 AKR1A1 C1QTNF1 NFATC4 SYNPO CD40LG ARHGEF39 MXD1 MIR17HG FLT1 CEBPG DTX2 TMEM163 TMEM74B LEP KCNN3 SLCO1B1 IRF1 SMPD1 ATP8A2 IRF2 IRF4 NFIA CSN3 STAT5B_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT5B_01 S100A3 AJUBA SNCB MASP2 DYNC2LI1 FST HNRNPR PDLIM1 IRF9 PAN2 PLEC XRCC1 CCDC25 BTK BDNF CERT1 FAP NT5C2 RARA TWIST1 AUP1 WNT10A PHOX2B PMCH MECP2 CYP26A1 F9 SERPING1 PPARGC1B ADAMTS6 ZNF233 GRB10 ADAMTS9 MSX1 ZNF235 VASN NOB1 CXCR5 STC1 PRDM1 NEK6 TMEM60 ADAMTS4 ENPP2 ELL NFKBIA LIF PLAGL1 ARIH1 TAL1 ZNF112 TSPAN31 WIPF1 AGRP C9orf24 LAPTM4B NTF4 EXPH5 MAP2K3 RESF1 ASXL1 ATP11C LINC00314 HOMER2 SLAMF1 LAMA2 LAMA1 KCNJ8 ARF3 DLX4 TMOD3 GK CEP41 IFTAP KLF4 BMP5 CLEC1B PPARD NRP1 RBM14 DIS3L MARCHF10 FOXA3 GLRA2 IFT80 SRPX SCRG1 HAMP SMC4 COQ8B ATP5PD PALLD SYMPK ICAM1 ADAM11 MGAT4C CBLIF CSN1S1 KLF9 AMBN PROK1 SLC26A9 USP25 PLA2G3 C7 FUT8 ECEL1 FRMD6 CREM TMUB2 BET1 TMEM100 DISP2 TRIM15 LINC00656 PCOLCE PCSK2 DGKA RAB11B BCL6 TCEA2 TLX3 ETV5 TLX2 APBA1 BCL9 PI4K2A TUT1 TRIM25 MAPK10 SOD1 CISH MRPL24 PLSCR1 GSK3A POLDIP3 CHN2 HTRA2 OGG1 APBB1 ZNF582 GPATCH4 AP1G2 HJV VTN ITPKC CXCL11 TLR7 BATF TRIM46 PRKAR2B OLFML3 PVALB ANK3 RRAS AZI2 ZNF180 SOCS2 TRIM55 NCALD ARID1A CMTM6 IRF8 MAP4K4 ARHGAP36 LSAMP DLL4 SLC38A5 FXYD1 LINC00652 TMEM208 CCL2 CPSF7 ADAMTSL3 CLU PHF21B CCL5 GMPPB HOXA2 HOXA3 ZEB2 FGA HCN4 ZNF423 AP2M1 MAFF NR4A2 NR4A3 DOCK4 TNFSF11 MTTP TMLHE SHISA6 CREBRF CORT CLDN8 NDST1 TSHZ2 CLDN5 PLPP6 TNS2 AKT1 SDHAF2 FOS PCDH1 DRC7 CFAP65 OIT3 POU4F1 ZYX CNRIP1 SEC24C NFIL3 NDUFS2 PHC1 PTCHD4 NRXN3 IGFALS KRTCAP2 OSM BBS1 TSPAN6 TSPAN4 SDC1 PSD PRR5L LIX1 PROS1 LCP2 VIP IFT43 EDEM2 CDH1 C1QTNF1 INPP5F BRINP3 SYNPO ARHGEF39 CD40LG MXD1 ERG MIR17HG CEBPG DTX2 BEND4 TMEM74B POLR2M LEP KCNN3 SLCO1B1 SMPD1 IRF1 IRF2 IRF4 CSN3 STAT5A_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT5A_02 OXA1L FAM90A1 AP1G2 KIF24 BTRC GABRB1 SMC1A SYNCRIP PTPN21 CITED4 SEPTIN7 BTK STARD3 ZNF184 TRIM47 DDX17 BDNF KALRN MAT1A DDX25 GRID2 RARA ATOH8 ZNF180 WNT10A MZF1 SOCS2 DARS1 SCN2A GABPA KIAA0825 HNF4G POLA1 DCUN1D3 CEP55 TIAL1 ZNF384 STC1 EMP1 ERBB4 PTCH1 ENPP2 HOXA11 HSDL2 CACNB2 SP110 BCL2L1 TAL1 PPP1R16B LINC01312 LHX6 MBNL3 DYRK2 RUNX1 TRAF6 CDC37L1 ZNF423 SREBF1 OBSCN NTF4 CYP46A1 IL1RN ASXL1 NR4A3 FOXP1 LAMA1 ATF4 ARHGAP44 NCKAP5 KCNJ8 ARF3 DSG1 HOXB6 SPTBN2 CREBRF LYRM1 KLF4 BMP5 GFAP RBM14 FOXA3 POU6F2 MITF FAM71B GLRA2 PMS2P5 TMEM95 GJA5 ACOX3 FOS DRC7 SRPX MGRN1 GSN TMEM59 PILRB ATP5PF SYMPK SSBP3 TENM3-AS1 PCDH9 MPP6 TLCD5 MBNL1 IRF2BP1 ZFR ZNF689 ELMO1 KLF9 CNBD2 SDC1 CCND2 CCDC28A SNX18 GRAMD1C PATZ1 TCEANC2 STAG3L4 ARL4A VIP GPRC5C EPHX4 CREM KITLG SETD2 PCSK2 PRDM13 CHD2 GBX2 BCL6 NFATC2 TLX2 PIK3R1 TUT1 IL9 PDK4 IPO11 LRRN3 FZD6 ANKZF1 RAB37 RBFOX1 OPN3 CRGAARNNNNCGA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CRGAARNNNNCGA_UNKNOWN FOXO4 ZBTB33 TLN1 EEF1B2 U2AF2 LRMDA PRPF19 EXTL2 TMUB1 AIP BZW1 RPS27 PICALM SPATS2 BCL11B GATA3 TPT1 WAC ACIN1 PTBP2 KIRREL2 MED12 NDUFS1 SLC30A7 C14orf119 PIK3R2 ARGLU1 RBM24 CCAR2 CREB3 DARS1 CREB1 MTA2 CREBBP MPP5 LEF1 POLR3C CDC27 SERINC2 TSPAN6 UNC45A RABEP2 GSK3B RNF115 UBE2M EIF1B TSC22D1 SPTAN1 GATA6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA6_01 MEF2C ITGB3BP NOG MASP1 FST ADCY6 RORB SYT7 AQP1 AQP3 DSPP WWP2 KCNK5 MOS ZNF781 PITX2 TYRO3 CNTLN ANKS1B GATM PTPRG MATN1 BSN LUC7L3 PPARGC1A NCKAP5 TGIF1 CTNNA3 SSTR3 LRCH2 KRT15 PDGFRA KRT77 TGIF2 STC1 BIN1 TSC22D1 CASZ1 PFKFB1 CACNB2 VIT SYVN1 KRT23 ADCYAP1 ACKR1 FOXH1 LYL1 NECTIN2 KLB ARAP2 LHX6 PPP1R32 CDC42EP3 SPOP PLAGL2 GPR155 LRGUK KLF12 ESRRB ST13P5 WAPL ST13P4 SMAD5 ESRRG PLXNA2 SFRP5 SFRP1 RGS3 ATP2A3 TRPS1 ECHDC2 PYY ZNF219 SOBP BMP6 PDZD2 KCNJ15 GREB1 MYBPC3 SPINK4 CLRN3 RSBN1L NR2F2 ANGPT2 NR2F1 TLE4 EPB41L3 PSD4 ZMYND8 TSPAN32 IRAG2 SERPINB4 SRGAP1 USP26 TPH2 KCNH5 BCO1 SLC39A14 LIMS1 ZBTB7B ZBTB7A FAM107B TFR2 FAM72A LINC00656 HPSE2 SORBS1 FMO1 GBX2 BCL6 ETV6 LECT2 ETV5 MOGAT2 PNLIPRP1 GPBP1 JARID2 IL7 TBX5 CS TBX4 MID1 ELAVL4 ITPR1 APMAP NRAS CFAP161 CDON RBFOX1 HNRNPA2B1 NR5A2 ATP6V0A4 GFRA3 XPO6 SKIDA1 LMO3 PDE3B RNF112 FSIP2 IQGAP1 GATA1 OLFML3 GATA6 HOXC4 PTGDR2 PUM2 CPA1 TFAP2D POU2AF1 SCUBE3 CMTM6 VAX1 PKIA TACC1 ASCL2 SLITRK2 RFESD CDIN1 PSMA1 TNK2 RBPMS LSAMP TIAL1 VSNL1 SIX1 SNTG1 AHCTF1 NOCT RNF186 DIAPH3 SOX5 SNX1 FBRS HOXA1 HOXA4 CIAO2A TSPAN12 SKIL RUNX2 GABRA2 MYO1C PWWP2B COX8C FOXA1 BPGM DOCK8 CACNA2D3 CARD6 ABCB5 FOXP1 HOXB3 SALL2 TNFSF10 MTTP CXCL13 HOXB6 FABP2 TAFA1 PNLIP SGIP1 RAI1 FOSL2 URM1 CLEC18C REG4 LEPR KDM6A KIZ PIP5K1B PRRX1 STON2 CTCF ASPHD1 DDR2 RUNX1T1 SPRY4 TCP11L2 POU4F2 PHC2 GSC MYCT1 OTX2 PCDH9 UBE2H ECT2 MND1 TMEM71 EYA1 PPM1E BTG2 LIX1 CTSE KDM3A LEPROT WNT11 ZFPM2 SEZ6L2 DENND1B SYNDIG1 EDA HS3ST5 ERRFI1 UPP1 CDH2 SETD2 ARHGEF10L MYRF ENO2 FAM91A1 DCX COL4A4 COL4A3 DOCK8-AS1 ERG LGSN PLAC1 EEF2KMT CREB5 ISL1 SLC10A2 RHAG TAB3 CELF4 MMP23A MMP23B SLC18A1 POFUT1 IGFBP5 POU3F2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/POU3F2_01 CCIN LMO3 HOXD10 TAPBP KLHL1 MYADML ASPA MOS LOX C6orf136 RARB TWIST1 PHOX2B KRT76 VAX1 IL21 MAGED2 LUC7L3 PTHLH BAZ1A CADM1 CSNK1G3 SPTB FBXO11 WNT5A IQCB1 FGFR4 TDRD5 HOXA11 SOX4 KRT23 CHMP2A HOXA3 TSSK3 ADGRB3 TMEM179 NOVA1 ZNF423 TEAD1 FOXP2 SALL3 GNGT1 EPHA7 HOXB8 HOXB6 MAP2 SUPT16H KCTD15 RIT1 HIVEP1 EAF2 TREML2 HDAC9 PHF6 OR10A5 NRP1 GLRA1 MYBPC1 PRKAG1 PRRX1 LINC00052 PPOX GDPD4 VGF SYNGR1 KCNK10 STAC2 SIAH3 RHOD NSF LRTM1 PURA C12orf42 PPM1L GNB3 NSD1 UNC80 RAB3C CXCL2 NANOS1 GADL1 FRMD5 ALDH1A2 SYNPR GPM6A LRRTM3 BCL11B CHD2 FEZF2 DPH2 COL13A1 DLGAP4 PDZRN4 DRG1 KRT28 ITPR3 NRAS CUX1 BNC2 CLRN1 CDH10 TOB1 POU3F2_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/POU3F2_02 MEF2C RP1 SYT1 NEIL3 BBX ITSN1 SHH HOXD10 HOXD11 SRSF7 ACTG2 AGTR2 SOSTDC1 RARB ATP13A4 ADGRL1 MAP2K5 GTPBP1 RREB1 OLFML2B SCN2A NOL4L BARHL2 STRN4 HTR4 MAGED2 UNC13D MTF1 OSER1 ADD3 PNMA1 PTCH1 MYT1 CHCHD7 ATP6V0C MUSK LHX6 PNISR BCOR PPP2R2B IL1RAPL1 ASXL2 PLAG1 ESRRA HPCAL4 ASXL1 GAS2 EMILIN3 KCNK2 TNNI1 CYP4B1 DLX1 SFRP2 RBPJ SUPT16H H3-3B BMP5 SOBP GPR85 FGF7 MITF LINC01164 ZBTB17 CFAP20 PTEN ALKBH6 FERD3L PCNX4 AP1S2 XYLT2 SLC24A3 ANKRD11 ANP32A SEMA3A TAMM41 KCNT2 TBC1D19 CCN1 ATF7IP VSIG1 GIP PIK3C2A ADNP TENT4B COL25A1 OR2W1 ELMO1 ADM SLC26A7 TOP3B CSF3 H2AC6 RAB3C HSD3B7 ZSCAN21 NEO1 ZSCAN20 NXT2 DGKG GBX2 FBXW11 MTMR4 ZNF428 GDI1 H2BC3 H2BC4 TBXAS1 CSRNP3 NRG4 PAK1IP1 MYF5 LMNA PDZRN4 BRS3 GOLPH3L XIAP KRT28 DUSP5 NRAS CDH13 CLRN1 DPYD PBX3 SLC22A17 SNCAIP PDGFA SKIDA1 LMO4 ENAM RASGEF1B PDE3B RANBP3L FSIP2 TAPBP KRTAP6-1 HOXC6 TOP1 ATOH1 KALRN ASPA SAMD11 HOXC4 RRAS TFB2M LOX LGI1 TFAP2D CHAT MTUS1 SATB1 SCUBE3 BST2 NUDT3 NUFIP2 FGF20 PKD2L2 HOXD9 PSMA1 ZNF516-DT TMTC2 CADM1 C17orf58 SIX1 TFAP2C SMARCA2 PRRC2A CPSF7 BMPR2 LYST CXXC5 RCAN1 HOXA3 GPR21 ZEB2 HOXA4 CCDC80 LRFN5 FKRP RAB6C ZNF423 DIXDC1 NEK10 SLC6A15 NEUROG1 NEUROG2 TEAD3 CAMSAP2 FOXP1 FOXP2 SALL3 PHF3 HOXB1 GCM1 ZPLD1 ZIC4 DSG1 HIVEP3 H3C3 HOXB9 HDAC9 ABL1 CADM2 CRYZL1 C6orf62 BMI1 OGDHL GSX1 PRDX2 CXADR GPC4 SDHAF2 FRMD4A KRTAP11-1 FAM50A CABLES1 PHC2 IRAK1 GABRG2 GSC OTX2 PCDH8 TSPYL2 HEPACAM LCOR PANK4 EYA1 CHST7 MOSMO KRT85 ZADH2 UBB KRT83 NPVF MDM1 HS3ST4 MAL2 ERRFI1 NFIX DCN DNAH7 POU1F1 CCDC107 BRD8 C2orf16 CDK11A NPTX2 CDK11B PRDM10 POU2F1 HS6ST3 PLCD4 ING1 PIK3R1 MAF ERG MIR17HG CACFD1 ZNF827 SCRN1 ISL1 UTP18 CUX1 LIPG SP6 SLC18A3 POU6F1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/POU6F1_01 HMGN2 STAU1 SYT5 STOML2 FSTL1 RORA TSPAN9 CDH20 EPC2 GRIN2B WWP2 TSPAN2 STAG2 PITX2 GTPBP1 PHOX2B SLC12A8 CNTLN TMIE EMX2 GRIN2A MYH4 KRT10 PPP1R3A PPARGC1A MYH8 TGIF1 ZFHX3 SPAG9 BAZ1A C14orf39 ZBTB18 CCR3 AC141586.1 TMEM178A NEK6 CASZ1 HOXA11 WARS2 CHCHD7 MYT1 EPHB2 ADCYAP1 IL1RAPL1 TRAM1 PLAG1 TLCD3B NTF3 CELF2 EN1 TAX1BP3 PCDH18 DLX1 HORMAD2 ZMAT4 TMOD4 MARCKS RERE SOBP TLL1 RTN4 SEPHS1 ZNF385B HIP1R PCDHA3 LINC01164 LRRC15 USP11 ZBTB20 VGLL3 NR2F1 KCNMA1 ADAM11 INPPL1 MGAT4C SEPTIN4 SUCNR1 PTF1A SLC22A8 COL25A1 GMPR OTUD7B RADX KLRG1 NSD1 C5 IKZF2 OFCC1 FHL5 NDUFAF3 CNMD ETV1 FOXN3 ETV5 DTNA CSRNP3 TENT5D DLG2 NTNG2 PDZRN4 ELAVL2 KRT28 POLR3C BEGAIN DUSP1 PCMTD1 FYN BNC2 RNF115 TEX11 TOB1 LMO3 GRIK3 GRIK4 FGF13 RBFOX2 CBX6 HOXC6 OLFML3 TRIM42 HOXC4 HOXC5 TENM1 TFAP2D RBMS1 GPR183 GNB1L PCTP SLC25A51 NCAM1 CBLN1 GTF2IRD1 CADM1 HOXD4 COL1A2 KLHL41 ASCL4 SOX5 SOX4 PAQR9 CXXC5 MEIS1 COMMD10 CACNA1C FBXW7 HOXA2 MEIS2 HOXA5 HOXA7 GRPR RHOBTB1 HOXA9 SKIL PRPS1L1 TMEM179 PRIMA1 TRAF3 JOSD1 RILP LRRN4CL EFEMP1 NEUROG1 CACNA2D3 FOXP1 FOXP2 HOXB4 CXCL13 PRICKLE2 HOXB6 CYFIP2 FABP4 RFX3 TMEM88 FBXO32 KCTD15 FABP2 GRB7 NR6A1 TP53TG5 PTH1R POU4F1 RTL3 LRTM1 FAM172A CNTN6 SOX14 OTX2 MPP6 PCDH7 MBNL1 PANK4 EYA1 CTSK TNFSF13B SHKBP1 EMC6 CFL2 IPO4 ERN1 S100PBP C12orf57 PPM1L ZFPM2 CASQ2 CALCR ABLIM1 ABLIM2 RTN4RL1 NDP LRMDA HS3ST1 NGF GPR3 PRDM13 STK32C SYNPR MPPED2 RTP1 CHD2 CAMK2D POU2F1 FAM91A1 MYOG FEZF2 SCG2 ERG NFRKB DTX3 ZNF827 CREB5 DRG1 CILK1 RTL10 CUX1 ID2 CDAN1 CRH LIPG JPT2 SP6 HIF1_Q5 http://www.gsea-msigdb.org/gsea/msigdb/cards/HIF1_Q5 MEF2C MRPL40 CCDC126 C11orf71 LDHA LTBP1 HMGN2 PDP2 ATP1B3 SLC9A5 VAPB HIRA RORA SLC26A10 CITED2 SRSF6 BTBD3 LMF2 BHLHE41 PITX2 TWIST1 PTPRJ PTPRF RXRB RCOR2 LIG1 PIM1 FAM162A TSKU BCL2L11 GOLT1B PGM3 SCYL1 CAVIN1 NAV2 OSER1 FCHSD2 AGAP1 ZZZ3 EIF2AK3 SLC2A10 TET2 PPT2 MYO19 EPHB3 SORCS3 YBX1 ARX ZBTB37 CDC42EP2 PPP1R3C PPP1R3B LHX2 LHX5 PABPC1 IL1RAPL1 BMP2 NRBF2 MACO1 HPCAL4 EN1 DDX4 USF2 RNF5 SEC31A GRK6 RWDD2A C15orf39 MARCKSL1 BMP6 PIK3IP1 ERLIN1 EIF1 RIMKLA P4HA1 TBC1D20 KCNG3 AGPAT1 HYAL2 TLNRD1 MICAL2 TLE3 ARRDC3 DERL3 KLHDC3 KLF9 GAPDH PROK2 BNIP2 PATZ1 GADD45B FOXO4 USP4 IKZF2 RCC2 GPM6B NR1D1 BCL11B BCL2 LRRTM1 BCL11A NT5DC2 BCL6 RPIA SELENOM IPO13 PDK3 RTN4R PHF12 PNLDC1 DOT1L C12orf66 JADE2 PLPP5 LRP8 PES1 SLC6A1 PDGFB C17orf102 FGF17 DERL1 FGF11 FGF10 RBM7 FAM114A1 CBX8 CHAD KMT2E PRKAR2A TIAM1 SLC2A1 VEGFA EED PITPNC1 ITCH DAP ELOVL6 HNRNPUL1 ARNTL WEE1 ASCL1 SLITRK4 HIF1A TRIM33 EMC1 DLL4 TIAL1 BRSK2 MGME1 STMN1 HSPA9 XRN2 ONECUT1 SNX5 TMEM132E SOX2 COPZ1 CSMD3 DSCAML1 SRF HOXA2 CHMP4B ARPC2 PPL ENTPD7 TSSK3 TEF ZNF800 ERO1A HBEGF PRIMA1 ATL2 TRMT6 SLC6A12 AK3 ABCB6 CACNA2D2 HDAC3 NRF1 SLC4A11 MEA1 CREBRF WDR1 CIART E2F3 TLN1 NXPH4 CLSTN3 PRDX4 ASPHD1 MRTO4 JADE1 MAX KLHL35 MCM8 UBR4 PSMD5 AIFM3 KPNB1 IGF2BP3 SOX14 P3H3 PIGW PRR7 KTN1 ARL5B IRF2BP1 HMGA1 NCAPH2 RECQL RELL2 PPM1E PSD CA9 KDM3A PSME3 SEZ6L2 FHOD1 ZBTB47 IRX4 NUP98 KLF11 SLC37A4 FKBP3 TIMM10 PRDM13 RNFT1 ALDH1A2 NPAS2 SLC39A7 BAHD1 ZSWIM9 EPO ENO1 INSM1 ERF CREB3 SLC12A4 SLC12A5 ZNF827 QRICH1 RGS16 PHLPP1 PNOC SLC6A7 HIF3A TRPC4AP MPL PTGES3 AP2REP_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP2REP_01 FHIT LTBP3 DNHD1 IER5L MORF4L2 EIF5A RORA ITSN2 GRIN3A WT1-AS MRI1 GATA1 CHMP2B HOXC6 ATP2B2 WNT4 LCAT EED BHLHE22 PUM1 TBC1D10A GNG3 WDPCP SCAMP5 KMT2A SCAMP3 RRP36 CD3G CD3D EFNB1 BARHL2 ZHX2 GRIN2A NUDT10 ARID1A NUDT11 PDYN BTBD9 BCL2L11 SERPINF1 KRT17 TMEM185A TACSTD2 MIR9-1HG SMARCA5 EFNA5 AMFR TSC22D1 ADAMTS4 FAM219A COBL RTF1 NFKBIE NOSTRIN CACNB3 ATN1 DAAM1 FXYD6 C1orf43 AKIRIN1 CCDC177 GMPPB TICAM1 KRT35 NKX3-1 TXLNG PPP1R32 ATL2 PHYHIPL PARD6A DNMT3A BMP1 MYO1C MYOZ1 U2AF1L4 COL16A1 EPHA1 SHANK2 ANKRD39 NKAIN1 TNKS1BP1 ARHGAP44 DYRK1B KRT72 EBF2 ZIC5 CPNE1 SMURF2 CYP8B1 BEND6 MARCKSL1 UBE2E2 RHOJ PRPH JPH2 RBM14 MEMO1 TSHZ2 MAST4 FANCI IRAG1 BSCL2 PPOX PTMA RUNX1T1 YBX2 PAK6 ARHGAP6 FAM180A PCBP4 MAPT TRPV5 MSN BRD4 NRG1 ATP5PD JPH1 RHOG NXPH1 CCN1 KLK13 PHC2 TFIP11 IRAK1 TRPM3 RAP2C TMEM35A TUBB2B ADNP IGFALS PDE10A UBE2H ZDHHC15 EYA4 TMEM191A PTGDS GNB2 PANK1 CA7 CHRM1 AMER1 SERPINB2 JMJD1C ACVR1 IRX4 ECH1 IKZF4 CALD1 VIM NR3C2 CPLX2 CBLL1 POLR2A SH3D21 CYB561D1 DNAI1 NT5DC2 BCL9L DDIT4L PCSK6 PIK3R3 TNPO2 TNPO1 NEFL HMCN1 IL3 WDTC1 POC1A FRMPD1 PDZRN4 NLGN3 PHF12 CLPTM1 YWHAG RPL22 SLC6A5 ZBTB4 CALM3 NHLH2 MPO PBX1 TEX2 AP2ALPHA_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP2ALPHA_01 PPP2R5B PDLIM2 NSMF CITED1 ZNRF2 HNRNPL ADGRL3 MAP3K6 LIN28A LUC7L2 CREB3L1 RARA ZFAND3 TLK2 TIGD6 PITX2 WNT10A RARG RCOR2 RXRB PTPRG C2CD2L PKN1 KAT5 SPAG9 LRRC29 RBM15B EIF2S1 HSD11B2 WDR53 MFNG GRHL2 PABPC4 USP49 CTDNEP1 RIPOR1 LHX6 PABPC1 CNKSR2 CNKSR1 TRPC1 S100A16 KLF12 SMAD7 MAP2K2 KLF13 FER1L6-AS1 GAS7 NOTCH3 SEMA6C NUP62 ASS1 TMEM131L MAP4 NACC1 NYAP1 MARCKSL1 PPARD RAB5C EIF3A IL4I1 KCNK12 MAP1LC3A P4HA1 KDM2A FBXL12 ATP5PD JPH1 ZNF281 ASTN1 CERCAM ARTN MMP14 ZNF335 MXD4 CIAO1 HNRNPDL CHRDL1 ZNF362 FKBP14 KCNH8 TMSB4Y RAPGEFL1 MAP3K11 ZBTB7A MKNK2 CIC NETO1 G3BP1 ZFP36L1 SOS1 DGKG BCL3 MPC2 RPIA ETV4 RNF220 JARID2 L1CAM STAT3 LRP1 UBTF JADE2 LRP8 TRMT1 THRA WNK2 PDGFB LMO4 GRIK3 IER5L MLX TKFC WNK4 CBX6 IL11 DMPK ELOVL1 PTGIR CMTR1 VEGFA SLC25A28 PLEKHA8 TSPAN17 GNL1 DSCAM CIB1 PCIF1 RELB NUFIP2 ARID1A YTHDF2 TRERF1 RTL9 ARHGAP36 HIF1A TMEM127 DLL4 SIX1 RFX6 BAG6 SLITRK5 ZNF703 AHNAK PLXNC1 TMEM256 TMEM208 TFAP4 DRD2 SOX5 FBRS CSMD3 DSCAML1 ARPC4 CXXC5 SOX9 NR2C2 HOXA3 TSSK1B TTBK2 PRR3 TSSK3 JUND ADRA2C FKRP THAP11 SLC6A11 MAFB UST SMG1 TEAD2 ATF5 FBXO34 NFKBID PRPH CLDN7 E2F3 NXPH4 CDC14A NDST1 IGFBP7 HR CTCF KLF10 UBA3 PTMA JADE1 BARX1 DGCR2 PAK3 ESAM LOXL4 IGF2BP1 LTA PHC2 SOX10 LDB1 CDK9 ATP6V1D C6orf89 LCOR HOXC10 CD83 DDR1 BBS10 PPM1E UBE2M KDM3B DPF3 CCDC24 PPP1R12C KITLG EGLN2 CABP7 ELP5 NR3C1 PRDM16 APLP2 APLP1 HIC1 FAM76A CENPB NFAT5 SLC39A7 POU3F2 KRT4 POU3F1 NFATC3 SCN5A SPACA6 JOSD2 PLP2 ERF SLC12A4 MAP1B FRMPD1 NIBAN1 MED13 SP3 SP4 IRF1 PTGES3 NFIB AP2GAMMA_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP2GAMMA_01 MSTN PDLIM2 HNRNPL ZNRF2 ADGRL3 MAP3K6 LIN28A CREB3L1 ZFAND3 TLK2 TIGD6 PITX2 WNT10A RARG ROCK1 EFNB3 RCOR2 RXRB CRYAB PTPRG LIG3 C2CD2L MYH7 PKN1 KAT5 JUP SPAG9 EIF2S1 HTR7 ZNF385A WDR53 MFNG GRHL2 PABPC4 USP49 LHX2 CTDNEP1 LHX6 RIPOR1 PABPC1 TRPC1 CNKSR1 KLF12 KLF13 MAP2K2 SMAD7 FER1L6-AS1 GAS7 NOTCH3 SEMA6C ASS1 NUP62 TMEM131L NACC1 NYAP1 MARCKSL1 CPEB4 ARHGAP30 EIF3A IL4I1 KCNJ12 KCNK12 FLT3LG P4HA1 KDM2A ATP5PD ZNF281 FCRLA CERCAM RASIP1 CTSA ARTN OTUD7B ZNF335 MXD4 HNRNPDL ZNF362 CHRDL1 FKBP14 KCNH8 MAP3K11 MECOM ZBTB7A SCML2 MKNK2 TSPAN33 NEO1 CIC ZNF687 MYCL DGKG SOS1 BCL3 MPC2 RPIA SPATA6 ETV4 GPBP1 RNF220 JARID2 TRIM28 L1CAM STAT3 UBTF CDON DENND2D LRP8 CALM1 TRMT1 WNK2 PDGFB GRIK3 IER5L LMO4 FGF11 MLX ANKRD2 CNP TKFC CBX6 IL11 DAB1 CMTR1 SLC25A28 PLEKHA8 TSPAN17 GNL1 CIB1 DSCAM ZNF593 PCIF1 RELB NUFIP2 YTHDF2 ARID1A SIX4 TRERF1 ARHGAP36 HIF1A DLL4 SIX1 HSPB2 RFX6 BAG6 SLITRK5 ZNF703 TMEM256 PLXNC1 DRD2 SIPA1 SOX5 PTK7 FBRS DSCAML1 ARPC4 CXXC5 SOX9 NR2C2 HOXA1 HOXA3 TSSK1B PRR3 GMIP JUND TSSK3 SLC30A3 THAP11 FKRP ANGPTL2 OBSCN MAFB SLC6A11 UST SMG1 TEAD2 ATF5 FBXO34 CLDN7 E2F3 NXPH4 CDC14A IGFBP7 IRAG1 HR CTCF KLF10 PTMA UBA3 BARX1 KCNQ4 DGCR2 GGNBP2 PAK3 LRRC36 IGF2BP1 NKX2-1 PHC2 SOX10 LDB1 PIP4K2B CDK9 UBE2H ATP6V1D C6orf89 LCOR SRRM3 HOXC10 CD83 BBS10 PPM1E ATXN7L2 UBE2M KDM3B CEND1 DPF3 EDA GPRC5C CCDC24 EGLN2 KITLG CABP7 CDC73 NR3C1 ELP5 PRDM16 APLP2 APLP1 HIC1 FAM76A CENPB NFAT5 SLC39A7 POU3F2 KRT4 POU3F1 NFATC3 SCN5A SPACA6 JOSD2 ERF PLP2 HPN SLC12A4 MAP1B DTX3 FRMPD1 NIBAN1 MAN1C1 MED13 SP4 PTGES3 NFIB TBP_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TBP_01 S100A4 ITGB3BP NOG B3GALT6 HDAC7 PLEC AQP1 CUL3 CDH20 DIRAS1 FLI1 GRIN2B STAC TLK1 RARA COL10A1 MAP2K5 BRAF ANKS1B ADGRD1 RCOR1 CRISP1 PPP1R3A PPARGC1A MYH8 SRSF3 NME5 MGAT3 RPS19 NNT IFNB1 ZNF436-AS1 AC141586.1 TMEM178A TSC22D1 PNMA1 CLCN1 ZC3H10 GPBP1L1 XK ASB16 ASB18 DMD HOXA10 LHX5 HNF1A CDC42EP3 GDPD3 PLAGL2 GIT1 CBLN4 MACO1 ABR NTF3 LYPD1 ESRRG EN1 ZKSCAN5 TAX1BP3 GPR153 EPHA7 WIPI1 TMEM117 RIT1 SYTL2 SECISBP2L PLA2G4B NCOR1 FGF5 SCHIP1 RAB5B CPEB4 CKB NOS2 H2AC21 ART3 ART5 H2AC20 C10orf71 ANGPT4 ADAM11 ACTA1 SLC25A4 H1-1 PTF1A LINC00670 SLC3A1 OGFOD1 ELMO1 ATXN1 CHRDL1 ANKRD23 H2BC21 SLC26A9 PATZ1 SEMA4B H2AC1 FHL2 ZFP36L1 CSDE1 CCDC140 CCL23 LRRTM3 AGT FOXN3 PRKAA2 SUPT4H1 SERPINB13 THBS2 FBXW11 H2BC1 FZD8 HAPLN1 MAT2A DLG2 IGF1 KRT26 TTC17 CCL15 CLDN23 DKK4 MEOX2 CSNK1E BNC2 USP47 CLRN1 TUBA4A LUC7L TUBA4B DNM2 ABCC6 CTNNAL1 GABRB2 SKIDA1 GRIK4 DMPK HOXC6 PACSIN3 MYOCD SLC2A4 HOXC4 HOXC5 KAT7 LGALSL KRT222 LGI1 LBX1 TRIM63 IGSF9B CHMP1B NRN1L TNFRSF17 NR0B2 FGF21 NR0B1 BICD1 PATE1 RTL9 NOS1AP COL1A2 HSPB3 ASB5 ASB4 SPTB ZNF436 FXYD1 TSPEAR TSPAN13 SSH3 SOX5 BEX2 SOX9 MEIS1 MIR503HG LPAR4 SLC30A1 TEF TMEM86B RHOBTB1 DYRK2 SLC35F5 NDRG2 HBEGF DNAJA4 CPA4 RILP ATXN7L1 NR4A1 WWC2-AS2 P2RX5 HOXB4 TSC1 HOXB5 ITGA7 CPNE1 KCTD15 TMEM88 HDAC9 CELF3 NDST4 PRKAG1 CTCF PAX3 PAK6 FOS AMDHD2 DES ACYP2 POU4F1 RTL3 TRPM4 EGR2 GSC SULT2A1 KLHDC8B MSC TRDN RXFP2 PANK1 EMC6 CFL2 C12orf57 AOC2 KPNA3 PPP2R2A ABLIM1 GALNT1 NANOS1 TPM2 PMEPA1 SH3GLB2 RASGRP3 HAND2 CYP26B1 EHD1 FAM78A HRC COL13A1 CELF4 AMPD1 GCG SLC35C2 IGSF21 NAT8L TECR SH3BGRL3 POFUT1 KBTBD12 CTCNANGTGNY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CTCNANGTGNY_UNKNOWN GNA14 AGO1 LMO1 HNRNPF PRKAG1 SLC6A4 AQP5 H1-10 CTCF FES PAX2 HDAC7 MKRN4P CITED2 CKB MAX JADE1 HSPH1 ZFP91 ARHGAP6 CGREF1 SLC2A4 ELOVL4 RIDA SPRED1 UTP4 HHIP MAP2K7 STRIP1 FGF4 MIR137HG CCDC9B CLINT1 ARHGEF19 ZHX2 PRR7 CACNG2 FAAP100 RBM15B IPO4 VPS50 ATXN7L2 TGIF2 ZADH2 LRATD2 ADSS2 IRX6 REPS2 HOXA13 FRMD6 MINK1 IKZF3 KCNA6 ATP5MC1 ABCA1 FBXW9 PRDM13 ARX SUGP1 MYCL MYCLP1 NR1D1 PRDM10 TEF LRFN5 NOVA2 SLC31A1 IL1RAPL1 INPP5A RUNX3 BAHD1 SREK1 ABR CAPRIN1 RFX4 TBX3 TAF5 C1orf21 PNCK SETD7 ALDH18A1 FXR2 TMPRSS3 FOXP2 EMILIN1 SHOX2 ASIC1 RPS6KA3 TRIML2 POP1 CYFIP2 ADRA1A PHF8 SMPD3 FOXO4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXO4_01 RP1 SLC36A2 DST C5orf64 IL6ST FST FSTL1 MXI1 FUZ CITED2 ADGRL2 BDNF H2AZ2 RARA ADGRL1 SH3GL3 SLC12A6 PHOX2B ARHGEF38 LRRC1 COLEC10 ZHX2 PROX1 LUC7L3 MIDEAS TGIF1 ZBTB18 VASN FCHSD2 PELO PRDM1 EXT1 PALM PTCH1 ENPP2 PFKFB3 HOXA11 AKAP10 PXK KY CHCHD7 VIT EPHB1 HESX1 DMD IL25 KLHL40 STX16 HOXA10 MAML3 EFCAB3 CEP83 PLAG1 KLF12 ASXL1 NIM1K ZNF521 NTRK3 SHOX2 FOXG1 HEBP2 TRPS1 TPD52L3 WBP2NL SMURF2 H3-3B NYAP1 MARCKSL1 RANBP10 GPR137B KCNJ15 LZTS2 ZNF385B FGF9 EZH1 ARHGAP30 NAP1L5 INSRR MECOM ZFYVE9 ZNF654 WFIKKN2 HHIP TXNDC12 CCN1 BRD8 ATF7IP CACNG2 ARRDC3 OTUD7B INHBA ANKRD28 SLC26A7 MED8 CBX2 ADAM12 RASD1 POLR2L IKZF2 PCDHB15 ZNF366 NEO1 MTMR2 LRRTM3 BCL11B ETV1 MPC2 TLX3 ETV5 ETV4 TBX4 SLC10A7 ASIC2 TJP1 SZT2 RASSF6 PTP4A3 C12orf50 BIK DCAF11 LINC00173 TJP2 CALM2 ABCC5 VLDLR KIF20A ZNF581 SNCAIP THRA AP1G2 FGF14 LMO4 ZNF580 LZTFL1 HOXC6 TOP1 KMT2E OLIG3 GATA6 HOXC4 AZI2 SLC25A28 PITPNC1 ATOH8 SLC4A4 IRS4 NMNAT2 SATB2 RBL2 PDE4D TRERF1 DDIT4 RTL9 CSNK1G3 SLITRK5 TSPAN13 TMEM204 CSMD3 PAQR9 C1orf43 SESN3 MEIS2 CRB1 NDRG1 RUNX1 CREBL2 MAFF ATXN7L1 TAF5 ITGA1 CASC2 FOXP3 CACNA2D2 FOXP2 SALL3 HOXB4 HOXB8 CPNE1 CREBRF HDAC9 DENND2B CADM2 NDST4 PRKAG1 KDM6A HCAR3 HCAR2 HR CBFA2T2 PDCD4 FRMD4A IMMP2L CRTC2 ORC4 PTH1R MSMB NRG1 PLCB2 IMPDH2 TRPM3 SSBP3 PTCHD4 LIMK2 GPR18 OTX2 LDB2 MBNL1 UBE2H RBMXL2 MSC PURA HOXC10 EIF4G1 TSPAN4 DHRS3 FAM53C TBCC KRT86 KDM3A KRT85 CNPPD1 ZADH2 PTCHD1 EPN1 ABLIM3 NR3C1 DBNDD2 RETREG2 SKAP1 ALDH1A2 MAP3K3 C1QTNF3 COL8A1 NFATC3 WBP1L ERG DPH1 TNFSF4 CEP120 ISL1 TM9SF3 CADPS SH3BP5 CELF6 ID2 NFIB FOXO1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXO1_01 ODF3L1 HTN1 FST STOML3 FSTL1 SYT6 ADGRL2 BDNF DDX17 H2AZ2 H2AX PITX2 SH3GL3 OPA3 PMCH LRRC1 AP4M1 PREX2 PROX1 LUC7L3 ORC1 FAM53B SPAG9 NNT ZBTB18 PRDM1 EXT1 BIN1 PALM TDRD5 HOXA11 FOXO1 CHCHD7 EPHB3 EPHB1 HESX1 LHX1 DMD IL25 KLHL40 LHX5 IL1RAPL1 NKX2-2 SREK1 PLAG1 WDR46 KLF12 OARD1 ASXL1 NIM1K ESRRG SMAD1 NTRK3 DLX1 ELOA2 SEMA6D LASP1 TPD52L3 ZMAT4 H3-3B KCNJ15 ZNF385B ZBTB22 FGF9 EZH1 MITF SLC26A2 WBP4 PHF21A ZNF654 ZBTB16 WFIKKN2 LAG3 PFDN6 ZFYVE1 CCN1 ATF7IP SDK2 GTF2B KLHDC2 OTUD7B INHBA CCND1 ANKRD28 SEMA4G SLC26A7 MED8 PLXDC2 USP3 CREM SLC25A34 GPR63 SCML1 IKZF2 ZNF366 BCL11B ETV1 HBP1 ETV5 BUB3 DTNA CSRNP3 TBX4 SLC10A7 ELAVL2 ITPR3 SZT2 DUSP1 C12orf50 RBFOX1 NSD3 GFRA1 LINC00173 KCNJ5 SNCAIP FOXN3 THRA LMO3 FGF14 LMO4 FAM110A GRIK3 IER5L RASGEF1B PRPF38A FGF12 KMT2E APOA2 TBC1D17 EIF4EBP2 OLIG3 PAPPA GATA6 HOXC4 SLC25A28 ELOVL6 LINS1 IRS4 NMNAT2 SCUBE3 TRIM63 NRN1L TAZ PPP1CB YTHDF3 DDIT4 RTL9 HHEX IGSF1 HSPB2 CSNK1G3 SLITRK6 SLITRK5 ARFGEF1 EMP1 ASB7 SLC38A2 SYT16 SOX2 NSG2 CXXC5 C1orf43 CCNG2 NR2C2 SESN3 HOXA3 AKT1S1 ZEB2 CRB1 CSAD NDRG1 AXIN2 RUNX1 BMF ATXN7L1 CCDC89 PHACTR3 EFEMP1 NR4A2 FOXP2 CDKN1C SALL3 HOXB4 TSC1 HOXB8 CREBRF TMEM88 GRB7 BMI1 C2orf69 ARID4A HCAR3 KDM6A DEDD HCAR2 MXRA8 PDCD4 CBFA2T2 MCM7 TRIM8 CRTC2 C18orf25 OSR1 SIAH3 MGLL NRG1 PLCB2 IMPDH2 SSBP3 GPR174 PTCHD4 GPR18 TSPYL2 UBE2H PURA EML1 HIPK1 TBCC KRT85 CLDN2 KDM3A ZADH2 PTCHD1 NPVF LCP2 WIPI2 GPRC5C ABLIM3 NFIX NFYA C1QTNF3 POU3F4 CHD1 POU3F2 HMCN1 CNNM3 WBP1L PTPRD NF1 SCRN3 UBL3 CADPS SH3BP5 TAS2R39 KCNN1 ADGRF1 CRH NFIB FOXO1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXO1_02 IL6ST VSIG2 HTN1 DNAJB12 FSTL1 STOML3 LEMD1 RORA SIN3A INSIG1 PELI2 PITX2 SH3GL3 PHOX2B MDGA1 LIFR SLC25A39 SRSF1 PROX1 ZBTB18 ROR1 LAMC2 PRDM1 GRAP2 GCNT2 PTCH1 TET2 HOXA11 FOXO1 MTX1 CHCHD7 EPHB2 SH3RF1 STX16 CLEC4D HOXA10 HNF1A IL1RAPL1 LHX9 NKX2-2 SREK1 PLAG1 OSBPL5 BMP2 TCF7 WDR46 MOBP KLF12 TMEM50A SMAD5 ASXL1 EN2 DDX5 PCDH18 FOXG1 SEMA6D HEBP2 ZMAT4 WBP2NL H3-3A MARCKSL1 TCF15 LSM14A KCNJ16 TSHZ3 PIK3IP1 JPH3 FGF9 EZH1 MITF NUB1 ART3 PHF21A GFI1B SERTAD4 SELENOP PFDN6 TXNDC12 BRD8 NR2F1 STX6 ASTN1 PIK3C2A NAA15 MMP13 CLC OTUD7B KLF9 ANKRD28 PSEN1 GNAS RASD1 RASD2 ZBTB9 IKZF4 HSH2D NR1D1 SQSTM1 ETV1 HBP1 FOXN3 MLLT6 ETV5 THBS3 DTNA PI4K2A CSRNP3 TBX4 SLC10A7 MAPK10 CFAP161 C12orf50 JADE2 KCNJ5 KIF20A LIX1L SNCAIP THRA PDGFA SKIDA1 LMO4 STK35 TGFB3 FGF10 JAG1 HLX KMT2E HOXC8 TBC1D17 EIF4EBP2 RAD21 CLIP2 AZI2 PITPNC1 TENM1 PLEKHA5 SATB2 TRIM63 NRN1L DLL1 MRGPRF ZNF711 TRERF1 CLPX DDIT4 MAP4K5 ROGDI HNRNPA0 CADM1 SLU7 CSNK1G3 SLC38A3 TFAP4 TSPAN13 KCNA1 C1orf43 MDK ABCA6 HOXA1 HOXA2 AKT1S1 DDX46 MEIS2 ITGB8 TSSK2 TEK NDRG1 CREBL2 MAFF DIXDC1 CACNA2D1 CCDC89 NTN1 FOXP2 SALL3 CDKN1C HOXB4 CDKN1A HOXB8 ULK1 NEDD4 RFX1 CREBRF XPO7 RBM39 GRB7 DENND2B TNRC6A FOSL2 ARID4A UTY KDM6A CLSTN1 HR PNPLA2 SH2D4A PAGR1 TRIM8 SIAH3 MSMB PAK1 NRG1 TSC22D3 ACKR4 AKT2 GPR174 LIMK2 AAMDC SERINC3 PURA EIF4G1 TMEM71 DHRS3 HOXC11 FAM53C EML1 CFL2 TBCC KRT85 ZADH2 PTMS IRX4 YTHDC1 CEP95 FRY CAMK2G CD109 NFIX PPM1B DBNDD2 TMPRSS15 C1QTNF3 CHD2 POU2F1 PTS EHD1 NDUFA5 CNNM3 ERG GNAO1 SCRN3 RSF1 WNT2B CELF6 IGSF21 ID2 TBL1X MBTPS1 NFIB FOXO4_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXO4_02 SCN3A EFNA1 IL6ST VSIG2 HTN1 STOML3 LEMD1 FUZ CITED2 AQP2 BDNF TIGD4 RARB BCL7A APOM STAG2 PITX2 SH3GL3 MDGA1 LRRC1 UGCG AP4M1 TGIF1 ZBTB18 CXCR5 HAS2 PRDM1 GRAP2 PALM PTCH1 ENPP2 FOXO1 RBP2 CHCHD7 PKN2 PRUNE1 LHX9 IL1RAPL1 SREK1 PLAG1 KLF5 SASH1 TRPC4 MACO1 KMT2A BCLAF3 KLF12 SMAD5 ASXL1 ZNF521 SMAD1 ARFIP1 PCDH18 NTRK3 HEBP2 ZMAT4 MARCKSL1 TCF15 GPR137B PIK3IP1 JPH3 LZTS2 FGF9 EZH1 NUB1 NAP1L5 PHF21A GFI1B ZFYVE9 SLMAP SELENOP RAB6A VCPKMT TXNDC12 BRD8 EXOSC9 SEPTIN4 FLNC CLC DIDO1 OTUD7B ATXN1 ZNF362 SLC26A7 PLXDC2 ZNF277 GNAS RASD1 USP3 POLR2L IKZF4 ZBTB9 NNAT IKZF2 XKRX SUMO1 FSBP NR1D1 SQSTM1 HBP1 ETV5 BUB3 DTNA UBE2O CSRNP3 TBX4 PDK4 PDZRN4 SLC10A7 ELAVL2 MAPK10 MEOX2 MEOX1 C12orf50 RBFOX1 KREMEN1 JADE2 NSD3 GFRA1 SELENOI KCNJ5 KIF20A LRP5 LIX1L SNCAIP THRA LMO3 RASGEF1B TGFB3 FGF12 JAG1 MINDY1 HLX CNGB3 HOXC8 TBC1D17 TIAM1 PAPPA HOXC4 CPA2 PITPNC1 LOX PDGFD ELOVL6 INSR IRS4 PLEKHA5 SATB2 SCUBE3 NRN1L TAZ DLL1 MRGPRF ARID1B TRERF1 CLPX CADM1 EMP1 ARFGEF1 SLC38A3 TFAP4 COX7B PAQR9 CXXC5 AKT1S1 MEIS2 ITGB8 TSSK2 CNR1 TEK GTF2A1L RUNX1 CREBL2 MAFF DIXDC1 CCDC89 CACNA2D1 NR4A2 CASC2 FOXP3 NTN1 FOXP2 DOCK4 CDKN1C SALL3 HOXB4 NXN PDE7A NEDD4 HOXB8 ARL4C CREBRF RFX3 XPO7 GRB7 NXPH3 TNRC6A ARID4A KDM6A HR MXRA8 PDCD4 RUNX1T1 ACVR1B MCM7 TRIM8 ORC4 CRTC2 VSIG10 TMEM196 NRG1 PPP2R1B GPR174 LDB1 AAMDC MPP6 UBE2H ESR2 KLHL24 PURA TSPAN4 EIF4G2 TMEM71 FAM53C EML1 CFL2 TBCC KDM3A KRT85 ZADH2 LCP2 WIPI2 FRY HS3ST1 NFIX NR3C1 NDUFB2 SKAP1 TMPRSS15 NPAS3 CHD2 EHD1 COL8A1 DCX NFATC3 TXNIP WBP1L HMCN1 ERG TNFSF4 MRFAP1 GNAO1 ZNF827 SCRN3 RSF1 DNAH17 CELF6 PHLPP1 ID2 ADGRF1 CRH IRF4 TEX2 FOXO3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXO3_01 C5orf64 CDK14 EFNA1 VSIG2 HTN1 STOML3 SYT6 HIBADH FUZ CITED2 AQP2 SRSF7 BDNF PHTF2 PSMA8 PELI2 TIGD4 RARB BCL7A PITX2 STC2 BRAF RXRB PMCH COLEC10 AP4M1 MIDEAS ZBTB18 PDGFRB CFAP91 HAS2 PRDM1 BIN1 PTCH1 ENPP2 FOXO1 RBP2 CHCHD7 TAL1 SH3RF1 PKN2 KLHL40 UPK1B LHX9 IL1RAPL1 FBXO9 EFCAB3 SREK1 PLAG1 TRPC4 WDR46 BCLAF3 KLF12 SMAD5 ACACA ZNF521 ARFIP1 PCDH18 SHOX2 NTRK3 DLX2 ZMAT4 FGF9 ZBTB22 EZH1 EAPP NUB1 PHF21A GFI1B SELENOP FOXB1 SEMA3A UTP25 VCPKMT TXNDC12 LAG3 PFDN6 BRD8 TPP1 ASTN1 CACNG2 GTF2B CLC ZNF362 ZNF277 POLR2L FBXW4 IKZF4 ABTB1 NNAT IKZF2 TSPAN33 STARD13 SUMO1 FSBP NR1D1 SQSTM1 BCL11B HBP1 ETV5 BUB3 FOXD3 DTNA PNLIPRP2 CSRNP3 TBX4 PDK4 CTLA4 PDZRN4 MAPK10 NRAS TJP1 CNTF C12orf50 RBFOX1 JADE2 NSD3 GFRA1 LINC00173 KCNJ5 LRP5 KIF20A LIX1L SNCAIP AP1G2 LMO3 TGFB3 FGF12 HLX TTR TBC1D17 CLIP2 ELOVL6 TENM1 NMNAT2 PLEKHA5 SCUBE3 TRIM63 NRN1L DLL1 MRGPRF IL21 PPP1CB JUNB CLPX RTL9 DDIT4 CADM1 SLITRK6 SLC38A3 TFAP4 ATF2 AKT1S1 MEIS2 ZEB2 GTF2A1L CREBL2 DIXDC1 MAFF LARP7 CACNA2D1 ITGA3 NTN1 DOCK4 FOXP2 CDKN1C SALL3 OMD NXN ULK1 NEDD4 PDE7A HOXB8 CREBRF RFX3 GRB7 NXPH3 BMI1 TNRC6A NDST4 ARID4A UTY KDM6A PRKAG1 PAX6 HR GSX1 PDCD4 TTC33 SH2D4A MCM7 TRIM8 NRG1 NKX2-1 IMPDH2 EGR2 OTX2 SOX12 PRKCI LDB2 AAMDC MPP6 MBNL2 MBNL1 UBE2H SERINC3 PURA TSPAN4 TMEM71 FAM53C CFL2 ZADH2 JMJD1C PTCHD1 LCP2 WIPI2 FRY HS3ST1 NR3C2 KITLG NFIX ZFAND2A UBR5 C1QTNF7 OTULINL SKAP1 CDK11A CDK11B POU3F4 CHD2 SLC39A7 COL8A1 CHD6 CNNM3 WBP1L HMCN1 AKIRIN2 SCRN3 RSF1 CPVL CILK1 PHLPP1 ID2 CRH FBXL22 IRF4 TBL1X VPS26A TEX2 NFIB RETREG1 CDC5_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CDC5_01 SYT4 VSTM2L ARMCX4 HOXD12 RORB RORA MXI1 DNASE1L2 HOXD10 SHH CITED2 BTBD3 MOS CHRNA5 PSMA8 RARA STAG2 FAM122A PHOX2B SLC12A8 NSMCE3 VANGL1 KLHL32 RREB1 RCOR1 MYH6 TGIF1 PPARGC1A ADAMTS6 ADAMTS9 MSX1 UNC13D OSER1 NEK6 ENPP2 HOXA11 OTP HESX1 TCF21 MUSK INO80B DUSP14 IL25 SAT1 ADGRB3 BCOR PPP2R2B CDC42EP3 MN1 NKX2-3 SREK1 PLAG1 KLF8 KLF12 MAML1 ESRRG WDR27 COL16A1 TNNI1 EMILIN1 FNBP1 RGS1 ARHGAP44 TRPS1 SUPT16H H3-3B GK KLF4 SOBP GPR85 BACH2 NRP1 ALX1 CPEB4 NAP1L5 GPR87 KCNK12 GLI3 EDRF1 GJA3 PHF21A AP1S2 SMTNL2 ZBTB20 ANGPT1 USP13 LYN LINC00670 TLE1 ARRDC3 PROK2 CHRDL1 PTBP3 C12orf42 HAO2 TMSB4X AICDA TMSB4Y SLC27A4 POT1 DGKB CCL20 BCL11B BCL6 FOXN3 ACSL4 NLK LMNA POGLUT1 PDZRN4 GOLPH3L ACSM6 XIAP MPLKIP STAT3 TMPRSS3 ATRX NRAS YWHAG FYN GFRA1 PBX1 BAMBI PBX2 DNAJC5B SLITRK2 LMO3 PDGFA GMCL2 TGFB3 FGF10 ITPKB FGF12 KLHL4 HOXC6 ATOH1 CDKN2C HOXC5 VEGFA PRKACB TENM1 RBMS1 SCUBE3 FUT11 CENPI HRK ARNTL IL21 IL20 CDIN1 HOXD9 ZNF516-DT HNRNPA0 CADM1 DLL4 SNTG1 CSNK1G3 SMARCA2 PRPS1 DIP2B MYL2 SCP2D1 MYL1 BMPR2 SLCO2A1 SESN3 SLC44A5 RASAL2 VDR CACNA1C NDRG4 B3GNT6 TMSB4XP6 HOXA9 CLASP1 LRR1 TMSB4XP8 LRFN5 NOVA1 TMSB4XP4 TMSB4XP1 SLC6A13 FOXA1 FOXP1 FOXP2 LIN7A SALL3 TNFSF10 HOXB7 MTTP SALL1 HIVEP3 CPNE1 KCTD15 TAFA1 TSHZ2 PRKAG1 RRH UCHL1 PRRX1 FBXL19-AS1 FES PAX2 TNS2 SGK3 FRMD4A PLCB3 GPC3 OSR2 MGLL SCN7A PLEKHH3 DLG2 NKX2-1 ELP3 NOL4 EGR2 NRXN3 PCDH8 MBNL1 HMGA1 PURA HOXC12 SDC1 EYA1 FAM53C HIPK1 CUTA FAM122C ARPC5L NREP CLDN1 TNNI3K RBM26 INPP4B ZFPM2 NPVF ABLIM1 EDA ING3 CALD1 MINK1 ERRFI1 CTNND1 PCDHGC3 SEC63 CDH6 PRDM13 RPA2 NPTX1 HSPA2 CHD2 ODF1 POU3F1 PIK3R3 PIK3R1 WBP1L ZNF827 C1orf21 CREB5 SAMSN1 HMGB4 CUX1 EMC4 CTTNBP2NL ACTR10 AR_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AR_01 NDC1 IL16 SLC9A5 LARP4 PDXK HNRNPD SLC7A8 STOML2 ITPKB MKRN4P TRIM54 KIF13A GOT2 CYRIA USP54 PRMT6 S1PR1 RBMS2 LGI3 SMOX C6orf136 KRT222 PITX3 ADAM7 LRRC8A TMEM161B DAB2IP TRIM63 GNB1L BARHL2 LIFR FAM162A STIM1 TMED9 PIM2 TGIF1 TRERF1 LUC7L3 RELCH ELL2 CCDC6 SLITRK1 PA2G4 CD36 RBM15B PSMA6 SIX1 CEP57 PRDM1 RAB10 PMP22 FXYD1 SLC38A3 SIPA1 LINC00114 XK SNX1 KCNA5 C1orf43 ZNF513 NPHP4 STX12 SLC29A2 CSAD UBE2Z FAM107A ZNF800 AGRP ANGPTL2 OLFM1 SREK1 SLC25A45 TP53BP1 KLF15 CBLB CDKN1A R3HDM2 ITGA7 NOTCH4 SPTBN1 CIART C6orf62 TNRC6A FOXA3 NDST2 ZNF532 VGF SDCBP2 HMGN5 FES DSTN PCDH1 PHF21A ZNF654 NAT14 CALCRL NCKIPSD RTL3 TSC22D3 SLC43A1 IP6K3 FAM76B HPD IP6K2 SOX10 SYMPK PRG4 FILIP1 LINC00670 ADNP FOXJ3 MXD4 HOXC12 PSME2 PANK1 ZMYND8 KCNH2 STX19 LINC00472 EVA1C USP2 ABTB2 IKZF2 RTKN CLDN10 ECI1 AMPH SF3B1 TMEM52 DAGLA LINC01565 PER2 DTNB PPP3CB PER1 TRIM50 BCL6 APPBP2 SNAP25 SCNN1A ETV5 TXNIP RBM24 NCDN SGK1 BRINP1 SUGCT MPLKIP IGSF21 RTL10 ID2 NAT8L SPEG MT2A JAK2 ATP6V0A4 LUC7L WNT7A CFAP65 PITX2_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/PITX2_Q2 DLC1 RP1 LTBP1 DST JAKMIP2 PDLIM7 HTN1 HNRNPD AQP5 RORB RORA SLC35A2 ADORA1 CD2AP ADGRL2 DDX17 APP GRIN2B LIN28A TIGD2 PSMA8 PIANP ABI3BP AL162293.1 EIF2B4 PITX2 TWIST1 OLFML1 PMCH BARHL1 SCN2A EMX2 RXRG LUC7L3 DCTN4 PRSS33 PRDM8 ARMH4 MSX1 ZBTB18 PRRT1 PRDM1 UNC13B ADAMTS4 DNAH11 FIZ1 ERBB3 DUSP10 ASB11 PPT2 CDK2AP2 HESX1 SEMA5B TCF21 SLC29A3 EGFLAM AANAT GAD1 SREK1 BMP4 GUCY2F GPR158 RNF43 TTC9C RYBP PLXNA2 RALYL SEPTIN10 TNKS1BP1 SHOX2 PMFBP1 KCNQ1DN TRPS1 NTRK2 PYY MAB21L1 KCNJ15 LINC00310 GLRA1 CPEB4 GPR82 MITF SPTSSB LRRC15 SORBS2 KCNIP4 SOWAHC PBXIP1 C16orf74 MYB VSIG1 PRG4 MBD6 ADNP TLE4 ALG13 PNPLA3 SLC26A9 ZDHHC12 GADD45G NPPC RIN2 PYY2 FOXO4 CYP2F1 ZBTB7A ZBTB10 HSD3B7 TMEM100 FAM89B COL2A1 MFRP PIK3R5 MIP HPSE2 LRRTM3 FAM214B AMELX AMELY BCL2 BCL11A FOXN3 VEZF1 FZD4 OR2L13 FZD6 TUBA8 MEOX2 BNC2 GSK3B LRP6 PBX1 BAMBI MSS51 CDH11 IL2 SLITRK2 CRYGS C17orf102 TNNC1 PDGFA LMO4 FGF16 TICAM2 CASK GDNF NR2E1 TAPBP KMT2E ASPA CGGBP1 PDE4B RBMS2 SLC25A28 ROBO3 NCALD HRK ACTN3 MANEAL RBPMS ZNF516-DT KLHL41 SLITRK5 ASCL4 HMGB1 ADAMTSL1 SNX6 TMEM132E BMPR2 AK8 SOX4 SESN3 RASAL2 HOXA1 HOXA2 HOXA3 MEIS2 CLASP1 NDRG2 HCN4 RUNX1 JOSD1 RFX4 BRCA2 CACNA2D3 FOXP2 BEST3 HOXB4 PDE7A PRICKLE2 CPNE1 SLC13A1 HIVEP2 KCTD15 TAFA1 OMG MYLK BMI1 TLN1 FOSL2 IER5 NDST4 MYPN CREBZF CTCF FBXL19-AS1 FES ORC4 SIAH3 USPL1 NDUFS2 PRL SLC43A3 TMED7 RAX SOX14 PRKCE PDP1 PURA UBE2N EYA1 NCOA2 FAM53C NCOA3 UBE2E4P SLC41A2 PPM1L JMJD1C PTMS ACVR1 SNX17 SLC37A4 KITLG NFIX CRNN TRIB1 N4BP2 FIGN NPTX2 MRPL58 PRDM10 MYOG ODF2 KRT3 RNF122 NEFL SLC39A2 BAHD1 COL4A4 COL4A3 JOSD2 KLK9 CREB3 SPACA9 DPYSL5 CREB5 CELF4 IGSF21 MED13 SULF1 SH3BGRL3 FAF1 RMDN2 GKN1 ATF6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATF6_01 SLC22A17 LMBRD1 LMO4 RORC SYNCRIP NPAS4 TBC1D23 SRP19 GDNF ALKBH5 TOP1 NANS GRIN2B GBF1 TPT1 GNG4 STAG1 TWIST1 PITX2 TYRO3 SMIM14 EMSY MADD ZFHX3 LRRC59 SRSF1 ERC1 TNKS2 GCC1 MRPS18B SCYL1 ADAMTS3 STX5 TRIM39 TSPAN13 GRB2 TFE3 KCNA6 HCRTR2 LHX1 JUND LHX5 SLC30A5 IL1RAPL1 NKX2-2 JOSD1 TRPC1 KLHL22 KLF13 SYT11 NR4A1 ZFAND5 VCP NTRK2 ARF4 RAB2A HOXB9 DNAJB2 DHX40 OSBP COPB1 ELF1 TBX20 ASPHD1 PAX1 SEC62 WFIKKN2 SEMA3B SEC24D KDELR1 SIK2 PHC1 KDELR3 SEC23A EGR1 KDELR2 EGR3 NOL4 EGR2 GSC PAMR1 ZFY SPATA18 TLE3 LENG9 FLNC COQ10A KLF9 SH2D2A YPEL4 AMER2 EIF4A1 SLC35E1 DENND5A SEZ6L2 IRX3 PTOV1 USP2 TMEM263 CREM SLC39A13 TPM4 C1QTNF7 PRDM12 NPTX1 PER1 ARMCX2 SLC39A5 ETV6 RFTN2 DLST ERF GPBP1 ICA1 BRD2 LMX1B PPP1R10 GRIA3 XPNPEP1 STAT3 DUSP4 SP1 PLPP5 GFRA1 TMEM125 GOLGB1 NCX_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NCX_01 A2M LMO1 THRA SNCAIP CDX2 LMO3 RBM4 MORF4L2 TRIM62 PAN2 SSR1 HOXC6 BDNF KMT2E ANK2 DHX38 HOXC4 GATA4 DNAJC7 PRKACA ERLIN2 ROBO3 GNG4 WDPCP LRRC8A RPP25 PHOX2B KCND2 RPP21 CA10 SPTLC2 EMX2 NUFIP2 EOMES PRKAB1 TBR1 MAP4K4 CCDC6 PITPNM2 CADM1 HOXD3 ZIM2 ASCL3 AHNAK WNT5A PLXNC1 MSRB3 TXNL4B PKHD1 RNF186 MEIOB CHCHD7 CNOT1 SESN3 PLAGL1 LPAR4 SEMA5B P2RY6 MOV10 HOXA4 PPP1R16A DUSP14 RNF11 RPL4 HNF1A RUNX1 BCOR UBE2K SREK1 PPP4R3B PLAG1 KLF12 RNF43 PTPN4 DYNLL1 CIDEB BMX SLC6A14 ITGA3 NXF1 CACNA2D2 LTB4R2 MAP4 RFX3 KLF4 BMP5 PDZD2 CDC14A EVX1 ABHD17B ZNF532 ZCWPW1 CTCF PAX3 PAX1 IMMP2L JADE1 ARHGAP6 SEPTIN9 GPC3 SLC24A4 SLC1A7 SPIC TRPV6 USPL1 IL13RA1 ATP8B4 IP6K2 NR2F1 LCE1F TFIP11 PTCHD4 OTX2 SDK2 ESR1 PCDH9 NRXN1 MMP14 ANKRD28 HOXC11 FAM53C MINDY2 WNT11 GNAS GAP43 NKIRAS2 PEG3 CLDN17 ING3 FIBIN JAML SAV1 MINK1 TPI1P2 CDH6 SETD2 UBR5 CCDC140 PTK2B ETV1 FEZF2 HBP1 APPBP2 DCX ETV6 SYNRG SLAIN1 TNPO3 FOXD3 HAPLN1 TUT1 NUP153 ERG NOS1 PAK1IP1 ATP1A3 DLG2 PDZRN4 ELAVL2 PHF12 ISL1 MEPCE ELAVL4 NRAS DUSP2 CELA1 NRAP EMC9 DCDC1 RAB35 JADE2 SH3BGRL2 SP7 RAB39A PTCH2 NEUROD6 CTGCAGY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CTGCAGY_UNKNOWN HRAS PPP2R5B ARMCX4 PPP2R5C GRIN3A LINC00477 APP MAP3K4 GRIN2D SERPINE1 VPS4A RND2 PDHA2 TBPL1 CDH24 LRRC8A STAG1 BARHL1 GRIN2A OLFML2A MYLK2 KLHL28 GEM BTBD9 THY1 DOC2A SERPINF1 RYR2 MAPK7 ARMC7 CACNB2 NFKBIA CACNB3 TMEM132A ALCAM PFN2 DUSP16 KLHL40 CCNYL1 MED12 PPP2R2B ESRRA CELF1 CLUH GARS1 ESRRG NXF1 UBE2L3 TSC22D2 KIF3C C11orf42 RERG RGS2 ARF3 WBP2NL RGS8 TSHZ3 FGF8 ZNF532 FGF9 KCNAB1 ELF4 SPTSSB NBEA LRRC15 SNPH SMTNL2 FGF1 USP15 USP13 ATF7IP AR TMEM255A MGAT4C SEPTIN4 ADNP TAOK1 CACNG3 CACNG2 ELMO3 ELMO1 EPB41L3 EIF4A2 USP21 USP20 MECOM APC2 EXOC8 NNAT ZNF367 IFFO1 EPB41L4B PID1 CCT6B COL7A1 LRRTM1 AMZ2P1 PTX3 CSRNP3 PHF12 LMX1A NRAS CDH13 DUSP3 GSK3B PTP4A1 NSD3 JADE2 DUSP9 FAM193A DUSP8 LRP5 GNA13 GRIK2 LMO3 LMO4 MLX RGL1 CSNK2A1 FRS3 TUBA1B CIB3 MTUS1 PLEKHA6 STMN2 MYO3B ZNF711 TACC2 FBXO40 ADORA2A TSPAN13 BEX1 ARPC5 MEIS1 SLCO2A1 PTK2 FBXW7 TFDP2 GABRQ UPK2 PHACTR3 SYT12 MYO1F ATF4 HDAC3 SARM1 RNF152 CCDC47 SCN8A DNAJB4 HDAC9 SLC5A11 TRAPPC11 TMEM108 NXPH4 CLSTN3 METTL6 PAX6 KLF10 SPRY4 MAX PIH1D2 NRG1 APLN EPN3 CNTN6 KIF17 PCDH9 PCDH7 SH2D3C HACD3 PRRC2C FYTTD1 GJD4 FAM122B CA7 TBCC CNTN2 KDM3B ENHO JMJD1C TSPAN7 EDA JAKMIP1 NUAK1 TPPP3 RNF123 HFM1 HRH3 MAF NIBAN1 CNNM1 CILK1 CTTNBP2NL ID4 RNF145 PNMA3 HMGN2 FST STAT5B HIRA BBX MYADML DDX17 ATP2B4 PICALM WWP1 PRMT3 C7orf33 GTPBP1 SCN2A TGIF1 DCTN4 PPARGC1B FARP1 BTF3P11 ATP2C1 MLLT10 TSC22D1 TMEM60 RBP5 CDK5R2 SIRPA PTCH1 CDK2AP2 CD72 RIMS1 SEMA5B DMD STX16 LHX4 BCOR FBXO9 TLCD3B CRIP2 LYPD1 CIDEB METTL7B UAP1L1 DDX6 SEMA6A EPHA7 TCTA DMTF1 NTRK2 PLA2G4B TCF15 PLA2G4D PIK3IP1 RAB5B EVX1 ANPEP CD151 KCNIP1 KCNIP4 DOK7 CAP1 PCDHB5 PCDHB4 LPCAT4 PCDHB2 ARRDC3 FERMT3 SLC26A6 TMEM191A PTGDS DACT2 C9orf139 SLC26A9 HELZ2 RAB3A RAB3C UHMK1 RPUSD4 ZFP36L1 MIP FNDC7 GPM6A NR1D1 BCL11A LY6H ETV1 ETV5 ETV4 VXN DLGAP1 JARID2 RAP1GAP NLGN2 NLGN3 GRIA3 GRIA4 YWHAE RAB30 AP2A1 FYN SPRTN TUBA1A TUBA4A APBB2 TUBA4B SLC22A17 PDGFB SKIDA1 SHFL MMP9 CASK SZT2 GATA6 RBMS3 AMZ2 WNT6 PRICKLE4 LBX1 HNRNPUL1 PLXNB1 SHISA7 DCLK1 PWP2 CBLN1 IGSF1 TMTC2 ZMYM2 GAL3ST3 FGFR1 FGFR4 TMEM132E ST8SIA4 RRAGB RHOBTB2 NOVA1 RHOBTB3 GABRA3 FOXP1 SNURF LAMTOR1 SLC4A10 NEDD4 SALL1 ITGA7 BEND6 OMG CCNDBP1 UBE2E2 CADM2 PHF6 MYPN PRKAG1 SORL1 STIP1 CBFA2T3 DSTN FOS SLC48A1 PITHD1 C18orf25 DGCR8 ACTR1B POU4F2 TOGARAM1 TSC22D3 TTC9B PTCHD4 CARMIL3 PRKD2 TNFRSF9 RELL2 CFL2 CHST8 CFL1 KLHL13 PNKD CNTD1 CAMK1D CAMK2G CD27 ATG16L1 IL34 TRIB1 CAMK2D COQ8A DNAI4 BRINP3 NEFL PIK3R1 CRIM1 DPT MAP1A MAP1B QRICH1 SH3BGRL NBL1 THEM6 C11orf87 PRM2 SH3BP1 LINC01931 DLC1 STARD13 SLC9A6 PGF RUSC1 CITED1 CITED2 IRF2BPL MAGED1 FLI1 FSTL5 TIGD2 GIT2 GNG3 LSM1 MAP2K7 MAP2K6 BHLHE40 ZBTB25 RCOR2 RCOR1 MAGED2 SPAG9 AGAP1 TGIF2 ADAMTS2 MYO18A COA3 GNAI1 MST1 KCNJ2 OTOS HEXIM2 DIABLO HNF1B DNMT3A DVL3 KLF12 HGF PCDH17 ZBTB45 ZNF777 SHOX2 TRPS1 MAP4 SYTL2 SOBP RTN4 USH1G PNMA6A BSCL2 NAP1L2 CCNE2 MAPT ZBTB20 DPP9 ANGPT2 NKAPD1 KIAA1841 ZDHHC5 ZMYND8 RUVBL2 KCNH2 NSD1 RAPGEFL1 NEXN-AS1 ENKD1 NKD1 KRTAP10-3 GANAB SORD GPR61 BRSK1 FHL1 PCDHB15 TMUB2 FHL3 RTKN PCDHB12 PCDHB11 GPHN HPSE2 CKMT1B MAS1 CEP164 KCNE4 FLRT3 HAPLN4 ARFGEF3 L1CAM RWDD4 ELAVL4 RPL28 RPS6KA3 DNM1 RBM45 XPO1 FOXN3 DYNC1LI2 C17orf102 IER5L UNC50 NTN3 SASH3 RBFOX2 DAB1 SMARCD3 ANK3 ERLIN2 PUM2 KCND1 PDE4D IRS1 JUNB RELCH VSNL1 ANKRD55 FCRLB TNFRSF12A SIPA1 TIMP4 CCDC177 GPR21 TTBK2 GRPR OTOP2 PRIMA1 ANGPTL2 DDX42 CPA4 EPB41 PPP1R21 NEUROG1 DMTN EAF1 PNRC1 PCSK1N NDST2 PIP5K1B NRGN CCDC78 PRDX2 PAF1 FRMD4A TRIM3 GPC3 GGNBP2 GTF2A1 HEY1 RHOA DLG3 RHOB DLG2 IP6K2 LIMK2 RELT ZFY SARS1 ZFX PIP4K2A PRR7 CDK9 MBNL2 CDK6 PURA FBXW12 BSPRY CHGA DEF6 LCK CD99L2 AAMP ACVR1 COX18 NR3C2 KITLG CDH2 CDH6 ANXA6 UBR5 PRDM13 C1QTNF3 PAFAH1B1 CHD6 DCX ANGPTL8 NCDN FLT3 SPACA9 SLC12A5 STOX1 POC1A DPYSL3 DPYSL2 COTL1 MAN1C1 NIPBL MEX3B MRPL40 ATP1B1 AGO1 SYT3 SLC26A10 ZNRF1 BDNF GAB2 BEX3 RARA FOXO3 STRIP1 S100A1 DEPTOR CIZ1 RBM14 NUDT14 PIM1 HCFC1R1 PDGFRB ADD3 SLC2A12 HOXA13 PIN4 DEXI ADGRB2 GYS1 ADGRB3 NUP54 IL1RAPL1 FAM126B GDPD3 SLC44A1 COLCA1 LGALS1 OSBPL7 PTPN14 MCAM ABCG1 TMEM131L PON1 DIS3L ZMAT3 PELI3 RABAC1 BAG4 CALN1 MIER1 COL11A2 LMOD3 NR2F1 ADAM11 POGZ LINC01567 GMPR HERC1 HNRNPDL ANKRD28 SGCG SGCD EEF1DP3 USP8 IKZF2 MLF2 GALK1 FNDC5 CNMD RUSC1-AS1 ETFDH ABCD2 BCL9L C14orf119 MCF2 ATP1A3 FZD4 RAPH1 POLR3E SEC11C PLPP5 CALM3 LUC7L CALM1 ABCC6 FGF14 FGF11 WNK4 FGF13 FGF12 NPAS4 CBX8 FAM81A KMT2E SPRED1 ACIN1 KMT2D DSCAM SATB1 SNRPN LRP1B STK4 CDKL5 SLITRK1 RHBDD3 LRRC3B SLITRK3 SHF HOXD4 SLITRK5 COPZ2 TMEM256 TFAP4 SOX2 AK8 SOX4 CCDC85B ATP6V1B2 ELK3 FNDC8 KCNS3 MIR503HG HOXA1 HOXA2 HOXA3 GGT7 HOXA9 RAD51D AXIN2 LRFN5 LRFN3 EWSR1 DIO2 HOXB8 INKA1 HOXB6 GLI1 SGIP1 OPCML ZSWIM8 C9orf78 GARNL3 JADE1 PLCB3 PPM1J CAVIN2 ISOC1 SLCO5A1 TTC19 AKT2 EGR1 RABL6 SOX10 NOL4 EGR3 NRXN3 MICU3 SCAI NRXN1 INHA EIF4G2 PSD PTCHD1 ZBTB47 NDUFB3 CALCR NDUFB8 SPOCK2 MINK1 CTNND2 CTNND1 NFIX DBNDD2 MOAP1 ENO2 FAM78A NDUFA4 ERG TNXB B3GALT2 LINC01341 TMEM74B WNT2B CASP10 KCNN3 KCNN2 NKX22_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX22_01 DLC1 CCDC126 ADGRG6 DST SYT4 STAT5B HOXD13 SOHLH2 CITED4 KIF13A SRSF6 SAP30L STAG2 BHLHE41 LRRC8A PHOX2B PMCH NOL4L NKX2-8 MYH2 ZHX2 MDFIC TRAF3IP2 POLA1 PDYN TBR1 LUC7L3 CTNNA3 PITPNM2 CD36 ZBTB18 TMEM185A MAPK6 LHFPL1 TBRG1 KEL OTP EPHB2 DMD GIGYF2 LHX5 ADGRB3 HNRNPH2 NKX2-2 SLC44A1 AEBP2 TTC9C ESRRG NDFIP1 PCDH17 CCT7 NOTCH1 WWC1 R3HDM2 RGS3 NTRK1 TSGA10 SYTL2 RIT2 BMP5 PLCZ1 NRP2 SCHIP1 CPEB4 GLRA3 PPP2R3C PRAF2 KCNJ13 INSRR PHF21A ZFYVE9 ZNF654 C16orf74 GOLGA1 ZBTB20 SRPK2 GSE1 RBBP7 SLIT3 SH3KBP1 IL12B NSD1 NEO1 LINC00649 HPSE2 LRRTM1 ARMCX2 ETV5 C14orf119 WNT8B CYTH3 CSRNP3 NLGN2 PDZRN4 ELAVL2 FZD2 ITPR1 ASIC4 GLA CFAP161 GSK3B BAMBI WNT7A THRA CAPZA3 LMO4 FGF16 CLDND1 CDKN2C GATA6 TIAM1 HOXC4 STARD8 CCDC92 ACIN1 TFAP2D MIR137HG SPON1 FGF20 MANEAL RELCH ARPC1A HHEX HNRNPA0 PBK ASB4 EDC4 MYL3 MYL1 KRT36 RRAGB CACNA1C FBXW7 HOXA3 ALB DENND6A TTYH1 ZNF423 GPRIN3 EPB41 FOXP1 FOXP2 SALL3 UBR3 HOXB7 NEDD4 C6orf62 SEL1L FNBP1L PRADC1 DMRTA1 PLRG1 CAVIN2 ZNF407 DLG2 RABL6 GSC EGR2 SULT2A1 CALHM5 ESR1 PIP4K2C MRPS7 COQ7 PPM1E CHRM1 JMJD1C NDP IFT43 TRA2A CLVS1 NUAK1 NFIX SCARF2 PRDM13 SMOC2 PRDM12 CDK11A CDK11B SCNN1G KDM4D PIK3R1 HPN CWC15 NAT8L SDF2L1 NIPBL TMEM126B ZRANB1 CRK GGA3 NFIA PAX2_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX2_02 ODF3L1 ADCY8 PPP2R5C ZBTB32 AQP5 RORC POLR3GL SYT6 FSTL1 PLEC ASCC3 CITED2 ADGRL2 BDNF BRPF1 KCNK9 GRID2 LUC7L2 RARB MUC15 COL10A1 LSG1 PHOX2B NOL4L LUC7L3 GLT8D2 UNC13D VASN HTR7 SMPX SERBP1 PMP22 UNC13B ST6GAL1 PTCH1 PFKFB3 SLC2A14 NFKBIA NDUFA13 KRT23 EPHB1 MISP PPP1R3C SAMD1 A1CF DMD HOXA10 MAML3 NUP54 TCF4 PPP2R2B MN1 OLFM2 PCNX1 TGFBR1 OARD1 MAML2 ESRRG DEGS2 CDC20 GAS2 EN1 ZC3H11A SERPINI1 AGER KRT8P41 B3GALT5-AS1 KCNQ1DN SEMA6D LASP1 TCTA ECHDC2 NTRK2 MARCKS TCF12 NYAP1 SLC20A1 FGF9 PPARG PPDPF KCNJ10 WBP4 RTN1 KCNK10 GPX1 GOLGA7 CCDC91 ZBTB16 NR2F1 ATF7IP KIAA0586 ZNF143 FLNC EPB41L3 CCND1 C12orf42 TOMM20 ZMYND8 MOSPD1 CSF2 SDCCAG8 CLDN18 PRIM2 ZNF646 CCL22 LRRTM4 PTK2B LRRTM1 PER2 CALCOCO1 BCL6 SLCO3A1 PPP3CA ETV5 DTNA RNF220 TBX5 IGF1 ELAVL4 DUSP4 ASIC2 C12orf50 SLC16A6 PHGDH NMBR CALM2 TOB1 XPO1 LMO3 GRIK3 FAM110A EIF5 PRICKLE3 EMC3 RPS6KB1 KLHL3 RGL2 STARD3 ZNF184 HOXC4 TIMM9 RBMS3 ERI1 DNAJC4 LOX IFRD2 MIR137HG EGFR SCUBE3 STMN2 IL27 CHODL DLL1 TNKS2 LSAMP AKAP7 STX5 ADAMTSL1 TSPAN13 TLCD4 DRD5 NEDD9 CSMD3 PHF21B ELK3 ST8SIA2 ABCA6 SESN3 RASAL2 MEIS2 EHBP1 CRB1 CDYL2 PACRG MID1IP1 RNF11 FAM107A ATXN7L1 PHACTR3 EVL SLCO2B1 CACNA2D2 FOXP2 UBR3 HOXB3 HOXB4 HOXB2 ZIC4 HOXB5 HIVEP3 MARVELD3 GSX1 RUNX1T1 FEV APOBR FRMD4A FOS KCNQ5 JADE1 TRIM2 GPC3 TRIM8 OSR1 PTH1R RHOA MGLL IGF2BP1 IP6K2 SOX10 EPN3 UBE2A LIMK2 MPP5 PRKCH MPP6 TSPYL2 PCDH7 PURA HOXC10 EIF4G1 SDC1 HOXC12 DHRS3 HIPK1 CFL2 CHST8 TBCC CLDN2 ZFPM2 KRT84 NPVF DPF3 ING3 FKBP7 SHCBP1L ETHE1 GALNT4 POC1B CTNND1 CD40 ATP5MC2 NFYA TCF7L2 DNER ZNF668 BRICD5 POU3F2 PAFAH1B1 CHD6 FAM78A RNF122 SLC39A2 BAHD1 ERF PRKN TEX47 TP63 CADPS FZD10 IGSF21 RPL13A FBXL22 SP7 MEX3C NFIB NKX62_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/NKX62_Q2 MEF2C RFT1 MSTN C5orf64 LTBP3 LUZP1 AQP6 PGR TTC29 RPLP0 BTBD3 PELI2 C6orf136 MUC15 FAM71F1 TWIST1 ARHGEF38 BARHL1 KDM5C FARP1 UNC13D ZBTB18 CGN BACE2 ZNF436-AS1 AC141586.1 PDGFRA TMEM178A PRDM1 PNMA1 FIZ1 GNAI1 HOXA11 MED12L CACNB3 MYT1 CHCHD7 HESX1 DMD HOXA10 CDC42EP3 NKX2-2 PLAG1 ZNF524 SYNGR4 SHOX2 DLX1 ATP2A2 ATP2A3 ETS1 MARCKS MAB21L1 JPH3 SLC20A1 MITF PHF21A AP1S2 SMTNL2 SERTAD4 ZBTB20 ANGPT1 FOXB1 RAB6A CAP1 COL11A2 SIK2 ADAM11 ACO2 FLOT1 PTF1A LGALS12 TLE3 ARTN OTUD7B SLIT3 ELMO1 EPB41L3 TMEM94 CRYBG2 SCML1 OFCC1 IKZF3 PART1 POLR2C CYLD LRRTM4 LRRTM3 RPL34 BCL11A FOXN3 PRKAA1 BCL9L ETV4 ETV3 DTNA FLRT3 TBX6 FAM27E5 FLRT1 IL5 TBX5 PAK1IP1 PDZRN4 NLGN2 DLG2 KRT26 FAM169B ITPR3 ELAVL4 STAT3 BNC2 RBFOX1 NEUROD2 RPL34-DT NHLH2 KCP PHF5A C1orf122 BAMBI OGG1 LRP5 FGF19 XPO1 STK38 AP1G1 LMO3 WNT3A TGFB3 SLC7A9 RIPK4 FGF13 ZIC1 TCEAL1 HOXC6 ATOH1 DAB1 UNC5B CDKN2C HOXC4 TRMT112 RASSF9 WDPCP KAT6B SCRT2 SCUBE3 STMN2 NUFIP2 SIX3 SLC44A3 IRS1 CDIN1 SLITRK1 CADM1 SMARCA2 ASCL4 ZNF436 GAL3ST4 MSRB3 DIP2B STX7 SSH2 CCDC85B CCNG1 GREM1 RCAN1 KCNS1 KRT32 HOXA4 TMEM143 RHOBTB1 LRFN5 PRIMA1 DIXDC1 MYO1B BMX ABCB1 CACNA2D3 ANKH ANKRD39 DNAJB7 TNFSF10 ZIC4 ITGA7 CYFIP2 FABP4 MAFA MARVELD2 CADM2 TNRC6A IER3 CLDN4 KDM6A PRKAG1 PRDX5 GSX1 SLN CAVIN2 EMID1 PTH1R YRDC SOX15 NFIL3 SLCO5A1 TSC22D3 NKX2-1 IRAK1 NOL4 TENM3-AS1 FILIP1 SOX14 OTX2 CYCS EYA1 HOXC11 UBE2E4P ZFPM2 TSPAN7 TSPAN8 CEND1 NPVF IRX4 ADAMTS17 IRX6 RTN4RL1 CALD1 SLC37A4 NFIX NAALADL2 NPAS2 C1QTNF3 FIGN TNR CHD2 MRPL49 TGM3 MYOG FEZF2 PIK3R3 ERG BEND4 DACH1 BAD TP63 KCNN3 IFIH1 ACTR10 BACH2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/BACH2_01 SLC9A8 SNCB EFNA1 SYT2 LRRC8E STAT5B MPV17 PLEC SYP MAP3K6 DIRAS1 DDX17 RPLP0 CDH23 S100A2 RUNDC3A CAPNS1 ZBTB43 PIM1 PTPRN MIDEAS DENND1B KRT16 MNT LAMC2 LRCH4 PRDM1 HS3ST3B1 DYNC1H1 ALDOA ELL LY6G6C TRAK2 BDKRB1 STRADB CSRNP1 TAGLN2 RIMS1 EPHB2 ARIH1 PEA15 SPATS2 DUSP14 DMD TXLNG RPS20 BMP2 EN1 PCDH17 ACP3 GNGT2 LAMA3 RGS2 ASS1 RIT1 P2RX6 BTBD11 RTN4 BACH1 GFAP ABCF3 NOL10 TRPV3 LRRC15 SLC26A1 CAMKK1 GPX1 CYTOR MYB COQ8B SERTAD1 USP14 TUBB4A MMP19 CLIC1 CIDEC CLC GAPDH PROK2 BLMH TAF15 NCS1 TENT5B SLC26A9 RIN1 GADD45B CRYBA2 RASD1 GADD45A CLDN16 CSF3 RAB3D USP3 SLC39A13 ABCD1 ABI3 SFN EDEM1 CCL27 PCSK1 LINC00649 TMCC1 NR1D1 COL7A1 PPP2CA BCL9L BAZ2A PHLDA2 CAPN6 BRD2 SGK1 NLK LRRN3 LMNA FADS3 LEXM POLR3E ZNF23 EML3 OR2F1 RAB30 GRIA1 SLC16A6 PSMD11 RAB34 CLRN1 LUC7L TUBA1C F2RL2 CTNNAL1 DNAJC5B APOBEC1 EIF3J MMP9 MMP7 FGF11 ITPKC UBQLN1 GDNF MKRN4P CALB2 MMP1 IL11 PRKAR2A DYSF PACSIN3 PVALB SMARCD1 FBXO24 S1PR2 RNF34 BICDL1 STMN2 CMAS DCLK1 LINC02694 NR0B2 DDIT3 TNKS2 RTL9 UCN2 NDEL1 TIAL1 HSPB8 ADGRG1 AKAP1 MAMDC2 TNFRSF12A KCNA2 TFE3 ITGB4 TINAGL1 CSMD3 PRSS36 C8orf86 VDR CHMP4B SFTPC RNF10 CRACDL NDRG2 HBEGF XPOT EEF1A1 GABARAPL1 CPA6 LPP FOXA1 NTN4 NR4A1 RPL23A C1orf220 UBE2E3 ATF4 CDKN1A HDAC3 EIF4E SLC4A11 GPAT3 HOXB6 HIVEP3 ADRA1A MYH14 SPTA1 SGIP1 PRX TNRC6A ZCWPW1 RNF144B CCDC120 PKN3 FAM180A TRIM9 DLG4 PSMD4 RHOC SHC3 SEC24D PLEKHH3 AKT3 TFIP11 TENM3-AS1 PADI3 LDB3 CDK6 CHST4 PADI4 CAB39 VASP CHST1 EIF4G1 ACADVL RELL2 DHRS3 CA9 CAPN12 CA7 KDM3A SLC41A1 PSME4 KBTBD8 SMS MAPRE3 REXO2 SAMD12 ROM1 HS3ST2 NUAK1 GPR3 TRIB1 COL27A1 ENO2 GFI1 ENO1 SYNPO TNXB NCDN DTX2 ZNF827 SCRN1 SCOC NUP155 COL5A3 MEPCE PPP1R9B CILK1 SLC6A5 YPEL5 DSC2 LPCAT3 UBALD1 GKN1 RNF182 MAZR_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MAZR_01 SLC9A7 JAKMIP2 STAU1 FAM117A EFNA1 SYT3 HTN1 HNRNPR RAB1B IRF2BPL P4HTM KCNK6 GRIN2D LIN28A RND2 LUC7L2 TLK2 DDAH2 H1-0 GTPBP2 MIR22HG ROCK1 PTPRF STC2 TMEM119 PIM1 BRME1 ZNF503 MAGED2 PCF11 KRT17 MTF1 PHLDB3 HSD11B1 PLA2G2E FUS CACNB1 ZNF513 EPHB2 MOV10 ADGRB2 HNF1A IL1RAPL1 DNMT3A AEBP2 ABR LGALS1 CLUH FXR2 CDC27 GGN GART NOTCH2 ARHGAP44 TRPS1 HPCA GRK5 CLCN6 JPH4 RAB5C PRRT2 EZH2 RTN2 RTN3 FBXL19 PHF21A HHATL MAPT RAP2C ZCCHC24 POGZ TMEM255A SF1 MBD6 MMP1 MBD3 CLIC1 ZBTB26 OTUD7B CTNNBIP1 HNRNPDL EPB41L3 GNB2 SEMA4C TNFSF12-TNFSF13 KCNH2 RAPGEFL1 CLOCK TMEM59L MKNK2 NETO1 LRRTM4 CKMT1B RAB11B MPC2 TAGLN3 TRIP10 MLLT6 ETV5 BAZ2A APBA1 GABPB2 NLK NLGN2 VEZF1 L1CAM PHF12 ETF1 ORAI2 KREMEN2 WDR48 NEUROD2 UBA1 ZNF462 ELOC FAF2 DUSP8 SLC22A17 SEPTIN3 HMX1 GRIK1 FGF14 FGF17 NTN3 EIF5A TNFSF12 VCAN CBFB DMPK RGL2 HOXC6 WNT1 KMT2E SLC2A4 PACSIN3 GATA6 HOXC4 SLC4A2 KCND3 SCUBE3 HNRNPUL1 RBL1 DLL3 TRIM41 TRERF1 JUNB AHR WDR81 ZMYM2 DLL4 SLITRK5 PRRC2A MIEN1 FXYD1 FXYD3 FBRS ENSA SRF ATF1 ATF2 LINGO1 MEIS2 LRFN5 ENTPD1 GABARAPL2 UST FOXA1 WFIKKN1 CORO1C ITGA6 HOXB7 ZIC4 SALL1 HOXB6 RFX1 HOXB9 PHF23 PARD6G GPR173 NXPH4 KDM6A HR PAX6 SULT2B1 FBXL19-AS1 TCP11L2 PPM1J PCBP4 SSBP2 FOXJ2 PRKCG HMGA1 VASP EIF4G1 EYA1 NCOA2 ATXN7L2 URGCP FKBP2 CCDC24 CAMK2G NFYC TCF7L2 UBE2R2 SRCIN1 NPTX1 MTHFR MYBPH POU3F2 PAFAH1B1 SLC39A5 TNPO2 NOTCH2NLA CHD4 SLC39A2 THPO UBE4B ZER1 SON UTP18 SP1 MED13 MEX3B RNF111 STAT1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT1_02 HNRNPK AJUBA GDF7 FAM20B DCAF1 MICOS13 BDNF SRSF4 GRIN2B MAP3K8 LIN28A PUS3 TLK2 WWOX EIF2B4 MRPL34 LRRC41 H1-0 MRPL50 RCOR2 PIK3CD NKX2-8 SKP2 EIF2S3 VPS41 PRPF38B SRSF2 PCF11 MTF1 PCYT2 ARMCX6 CCR4 PCED1B STC1 ZNF385A GNAI3 LINC00474 TMEM187 ZBTB41 SIKE1 EPHB2 CHMP2A IL23A INTS9 STX16 MRPL54 ZAP70 ZMPSTE24 PPP2R2C HNRNPH2 SREK1 CNKSR2 EPHA1 USF1 FOXG1 NTRK3 DLX1 SYNE1 RAB2A PYY MTFR1L IFTAP ZNFX1 SLC9A1 OR1A1 FOXA3 TIMM17A UFC1 PRAF2 ISG20L2 LZIC ALKBH8 CAP1 COQ8B TXNDC12 STX6 ZNF546 SYMPK CCNI POGZ CSRNP2 ARHGEF15 POLR1B CCND1 ENTR1 SEMA4B DHH IKZF4 DDA1 UHMK1 BET1 ITM2C FEM1A SEC14L2 SF3B4 ZSCAN20 SET PPP2CB GPATCH2L APBA3 ZNF471 GFUS HSD17B4 AGL MARS1 GABPB2 SKA2 CSNK1A1 ZRANB2 LINC00955 RNF220 ZNF568 NASP CS ZNF569 ELAVL2 VEZF1 RPL28 MID2 NRAS GLA GSK3A GRIA1 SDHC ADAP2 JADE2 NSD3 AMTN TMCO1 HNRNPA2B1 ZNF570 ZNF571 TJAP1 LRP5 ZNF582 MORF4L2 CBX3 CASK PRPF19 ITPKC MINDY1 SZT2 DDX25 GATA3 ZFP2 HOXC4 MED15 PRKACA PRKACB DDOST PABPN1 PATJ PI4KB SPTLC2 ENOX2 SH2B3 RELA ZNF189 PDE4D DLL1 VAX1 HHEX ARPC1B EP300 SLITRK3 DNAJC5G FBXO11 NMNAT1 SNX9 EXTL3 COX7B SOX4 FBRS TTC1 DDX47 PDE6D TCERG1 PRR11 HSPE1 SLC30A3 LRFN4 DNAJA2 GNL2 MON1A GABRA1 RAB8B COX8A HOXB2 PSMC3 HOXB6 HIVEP3 ADAM22 HSPD1 HDAC9 MYH10 E2F3 NXPH4 CPT2 ZNF420 RMI1 NR6A1 PAX6 NRGN VGF NOC2L DRC7 UBR4 NUDCD1 PIGC SHC1 FTSJ1 ARHGAP9 CNTN6 CDK6 CAB39 PCDHGB5 NUCB1 EIF4G1 UBE2N INTS3 LIX1 SHKBP1 UQCRH CHRM1 CTDSPL2 TMED5 PREPL HSD11B1L CKS1B BCLAF1 SNX17 NDP LYSMD1 PRTN3 CD9 CAMKMT SCNM1 GFI1 ODF1 KLHL17 ERF PLPP7 WBP1L ERG AKIRIN2 KLK9 CALHM1 DTX2 PLAC1 POC1A RGS17 C4BPA UBL3 RDH11 MPI GSPT1 BABAM1 HMBOX1 CTTNBP2NL RRNAD1 CRK SMPD3 MEX3B STAT5A_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT5A_03 S100A4 LAMP5 S100A9 FST BBX PTTG2 ERG28 SLC35A2 DNASE1L3 NT5C3A GRID2 PELI2 RARB ZFAND3 BORCS6 STRIP1 LRRC41 WNT10A PHOX2B SCN2B VANGL1 CLCA3P PIM1 F9 SLF2 TGIF1 DCTN2 SAG CD274 ZBTB18 STC1 ZNF385A APH1A EMCN PPP2R3A CHCHD3 GNL3LP1 MYT1 TAB2 VRK1 IL25 TCF4 AMD1 FBXO9 IL1RAPL1 C9orf24 ST13P5 ST13P4 LYPD1 GPR150 PCDH17 EPHA2 LAMA3 ATP2A2 DLX5 TRPS1 ECHDC2 HPCA ZMAT4 HEPH MARCKS DNASE2B RWDD3 BMP5 KCNJ16 MYL6B KCNJ13 EFHD1 H2AC21 TNFRSF11B H2AC20 USP11 ZBTB20 ANGPT1 VGLL3 ZNF281 TLE3 TIE1 ARRDC3 FLNC GTF2B SLC26A7 H2BC21 PLXDC2 KCNH7 GNB4 TCTN3 ECEL1 UGDH OFCC1 IKZF3 NEO1 SF3B4 NPR3 NSRP1 SUMO2 LPXN BCL11A BCL6 TLX3 ETV6 THBS2 FLRT3 USP40 LRRN3 HSPG2 GRIA3 POLR3C STAT3 ASIC2 LRP1 CFAP161 C12orf50 MAPK14 SVIL RNF115 ORAI3 NEUROD2 TUBA1A CLRN1 USP48 IL36A BCAR3 LRP5 TOB1 MTSS1 SLITRK2 STK33 LIX1L SNCAIP LMO4 LINC01138 FGF11 CNOT2 PDE3B FGF13 MINDY1 CNGB3 KLHL3 HOXC6 OLFML3 ZKSCAN3 HOXC4 RBMS3 SLC25A28 GSTT4 ERLIN2 ROBO3 SPRED1 MIR137HG COCH TMEM216 SATB1 KCND3 LBX1 SCUBE3 SH2B3 NUFIP2 MYO3B ACTN1 MAP4K4 PSMA1 EP300 PSMA6 TIAL1 CADM1 NFE2L2 STMN1 AKAP1 SLITRK5 LRATD2 DIP2B FGR TINAGL1 PTK7 KCNA3 UBAP2L C1orf43 RCAN1 FBXW7 HOXA3 HOXA4 POLE2 ALS2CL MNS1 TRAF3 TUG1 FN1 LPL DENND2C PHACTR3 ADAM23 FOXA1 ITGA2 SETD7 NR4A3 CACNA2D3 EBF2 ITGA7 HOXB6 PLEKHA1 CADM2 KDM6A KIZ CXADR HMGN5 RAB3GAP2 GPC4 JADE1 PAK4 ZNF407 SHC1 PROSER1 SV2A C2CD3 CCDC60 GABRG1 EPN3 RBM12B SPEF1 PCDH8 STIMATE UBE2H PRKCE LCOR HOXC10 DHRS3 FAM53C ZPBP2 UBE2E4P BTG1 UQCRH TBCD CHST9 LCK KLHL13 TNNI3K PCYOX1 PTCHD1 PATL1 FAIM2 VIP IRX3 MDP1 KITLG ODAPH TPM3 RPA3 PRDM12 C1QTNF6 N4BP1 LONRF3 LSM12 INPP5F NFATC4 NEDD4L VEGFD ZSCAN18 FLT1 ANO2 CBL TMC1 CREB5 DPYSL2 TM9SF3 CELF4 MTMR11 CUX1 DACH2 KCNN3 GAREM1 ID3 NPNT MEX3B STAT6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT6_01 FST BBX PTTG2 AMOTL1 ERG28 SLC35A2 NT5C3A SERPINE1 GRID2 PELI2 ZFAND3 RARB BORCS6 STRIP1 PHOX2B SCN2B CLCA3P PIM1 F9 FAM161B TGIF1 SAG CD274 MAPK6 MAPK4 RYR2 STC1 ZNF385A MDH1 SLC2A12 EMCN CHCHD3 NFKBIA WARS2 SFXN2 VIT TAB2 ZNF675 VRK1 MUSK NPHP4 IL25 TCF4 AMD1 IL1RAPL1 FBXO9 C9orf24 RNF43 MAP2K3 EN1 GPR150 PCDH17 GAS7 KRT8P41 PRRG4 SHOX2 ATP2A2 TRPS1 DLX5 ECHDC2 ZMAT4 MARCKS RWDD3 MAB21L1 BMP5 KCNJ16 NEURL1 FGF8 TMEM81 EFHD1 TNFRSF11B FOXB1 VGLL3 ZNF281 ICAM1 FLNC ARRDC3 SLC26A7 PLXDC2 WNT9B KCNH7 GNB4 TCTN3 ECEL1 UGDH OFCC1 NEO1 SF3B4 NPR3 NSRP1 SUMO2 LPXN BCL11A WAC ETV6 TLX3 THBS2 SKA2 FLRT3 USP40 NOS1 RNF220 SGK1 LRRN3 HSPG2 GRIA3 STAT3 ASIC2 CFAP161 AP2A1 C12orf50 FYN SVIL MAPK14 ORAI3 NEUROD2 RBM18 CLRN1 TUBA1A IL36A LRP5 TOB1 MTSS1 SLITRK2 SNCAIP LMO4 PDE3B CNOT2 FGF13 MINDY1 KLHL3 HOXC4 SLC25A28 RBMS3 GSTT4 SPRED1 MIR137HG SH3BP5L TMEM216 COCH SATB1 SRPK3 LBX1 BICDL1 SH2B3 MTA2 RELA NUFIP2 ACTN1 IL22 TACC1 TACC2 MAP4K4 PSMA1 EP300 PSMA6 TIAL1 CADM1 SLC38A1 STMN1 NFE2L2 AKAP1 SLITRK5 LRATD2 FXYD2 DIP2B SLC38A2 ONECUT1 CNIH2 PTK7 STIP1 UBAP2L ST8SIA1 RCAN1 FBXW7 HOXA3 HOXA4 POLE2 PRR11 ALS2CL HECTD2 NDRG2 TUG1 FN1 TRAF3 LPL PHACTR3 ADAM23 FOXA1 NR4A2 ITGA2 SETD7 CACNA2D3 MRRF UBR3 MAN2C1 TNFSF11 EIF4E SLC7A1 HOXB6 ITGA7 CADM2 PLEKHA1 TMEM99 KDM6A KIZ CXADR HMGN5 PTMA GPC4 VN1R3 JADE1 PAK4 PROSER1 C2CD3 CCDC60 AKT2 EPN3 RBM12B SPEF1 PCDH8 STIMATE PRKCE COQ6 ARL3 HOXC10 DHRS3 FAM53C BTG1 ZPBP2 CHST9 TBCD IPO4 KLHL13 BTBD10 PCYOX1 PTCHD1 FAIM2 VIP IRX3 IRX5 MDP1 KITLG PPM1B ODAPH TRIB1 PRDM12 N4BP1 C1QTNF6 LONRF3 LSM12 INPP5F NFATC4 NEDD4L VEGFD BRINP3 PIK3R2 HNRNPC ANO2 CBL C1orf21 TMC1 DPYSL2 TM9SF3 CELF4 MTMR11 DACH2 GAREM1 JPT2 ADGRG4 MEX3B NPNT BACH1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/BACH1_01 VWA7 ATP1B1 SNCB SYT2 LRRC8E MPV17 PLEC BTK SYP DIRAS1 FAP RUNDC3A CDH23 GTPBP2 PIM1 PTPRR MECP2 TSR1 MIDEAS MARK1 SRSF2 DCTN2 DENND1B KRT19 PCYT2 KRT16 MNT LAMC2 LAMC1 TRAPPC3 NEK6 HS3ST3B1 DYNC1H1 ALDOA GNAI1 ELL LY6G6C TRAK2 BDKRB1 STRADB CSRNP1 TAGLN2 VIT EPHB2 LAMB3 GIGYF2 RPS20 GIT1 C9orf16 BMP2 IL1RN S100A10 TREX1 EN1 PCDH17 ECM1 ACP3 ZFAND5 GNGT2 NR1I3 LAMA3 RGS2 PKP3 MAP2 H3-3B RGS8 P2RX6 TLL1 RTN4 GFAP PDZD9 WASF2 BNIP3 SLC26A1 LRRC15 CAMKK1 GPX1 SLC24A4 BAG2 SNPH CYTOR MYB COQ8B SERTAD1 TUBB4A SRPK2 TPP1 GSE1 CIDEC RBBP7 GTF2B C19orf33 PROK2 GAPDH MAST2 ANKRD28 C9orf139 SLC26A9 RIN1 CSF3 RAB3D CACUL1 ABCD1 ABHD4 ABI3 LINC00649 COL7A1 NR1D1 SQSTM1 LRRTM3 RB1CC1 PPP2CA BCL9L PHLDA2 CAPN6 BRD2 SGK1 NLK LMNA FADS3 YIF1A KRT25 ELAVL2 NRAS AP2A2 OR2F1 RAB30 RPS6KA4 EML3 PSMD12 PSMD11 GRIA1 RAB34 CLRN1 SH3RF2 LUC7L CTNNAL1 DNAJC5B F2RL2 EIF3J APOBEC1 SKIDA1 RIPK4 FGF12 ITPKC MMP3 GDNF MMP1 FAM81A IL11 TRIM47 DYSF S1PR2 BICDL1 FOXN1 LINC02694 MRGPRF DDIT3 RTL9 UCN2 HSPB8 TIAL1 ADGRG1 EMP3 AKAP1 KLHL41 ZNF436 ADAMTSL1 MAMDC2 TNFRSF12A DIAPH1 KCNA2 SSH2 TFE3 ITGB4 CSMD3 ABCA2 PRSS36 ELK3 CHMP4B NDRG2 HBEGF HCN3 TRAF3 EEF1A1 GABARAPL1 LPP EEF1A2 FOXA1 NTN4 RPL23A HOXB3 UBE2E3 HDAC3 CDKN1A SLC4A11 EIF4E DYRK1A LTB4R2 FABP4 ADRA1A FAM184A MYH14 PHF23 PRX TNRC6A OSBP SYNGR1 RNF144B RAP1GAP2 TRIM8 FAM180A DLG4 PSMD4 SHC3 C11orf49 SEC24D PSMD7 AKT3 TNIP3 PADI3 PADI4 UBE2C CAB39 HMGA1 CHST1 ACADVL EIF4G1 RELL2 CAPN12 CFL2 CA7 PSME4 KBTBD8 PPP1R15A REXO2 ROM1 TAC1 NUAK1 TRIB1 GPR3 SYN1 LONRF3 KRT8 MYBPH ENO2 TGM3 AIF1L ENO1 TNXB NCDN SCRN1 ZNF827 SPARC PPP1R9B ZNF771 SLC6A5 YPEL5 DSC2 TMEM151A ADGRG4 GKN1 RNF182 STAT1_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT1_03 AJUBA GDF7 FAM20B SYT6 DCAF1 ZNRF1 SLC26A10 INO80D MICOS13 BDNF SIN3A GRIN2B MAP3K8 PUS3 TLK2 GNG4 EIF2B4 WWOX MRPL34 H1-0 SCN2B RCOR2 NKX2-8 PIK3CD SKP2 VPS41 PRPF38B SRSF2 PCF11 PCYT2 CCR4 PCED1B APPL1 STC1 ZNF385A POMC EPHB2 RPS27 CHMP2A IL23A INTS9 DMD STX16 MRPL54 ZAP70 PPP2R2C SREK1 EN1 COL16A1 EPHA1 SLAMF1 FOXG1 NTRK3 SYNE1 DLX1 RAB2A GRK5 PYY IFTAP ZNFX1 SLC9A1 OR1A1 FOXA3 FITM1 ALKBH8 COQ8B ZNF546 STX6 SYMPK ZCCHC24 CCNI ARMC8 CSRNP2 ARHGEF15 POLR1B CCND1 SEMA4B LYVE1 GNB3 GADD45B DHH USP2 IKZF4 BET1 DDA1 SEC14L2 FEM1A ITM2C ARL6IP5 GALK2 PPP2CB GPATCH2L APBA3 ZNF471 HSD17B4 FBXW11 MARS1 CSNK1A1 SKA2 RNF220 LINC00955 ZNF568 NLK TBX5 CS ZNF569 VEZF1 RAPH1 RPL28 AFP GRIA1 GSK3A JADE2 NSD3 ADAP2 AMTN NHLH2 HNRNPA2B1 ZNF570 ZNF571 TJAP1 LRP5 ZNF582 GRIK1 CBX3 PRPF19 ITPKC DDX25 GALR3 HOXC4 GATA3 ZFP2 MED15 PRKACA ELOVL6 MIR137HG PABPN1 PI4KB SPTLC2 SH2B3 RELA PDE4D DLL1 VAX1 RTL9 ARPC1B NBR2 HHEX EP300 SLITRK3 SMARCA1 DNAJC5G FBXO11 SNX9 EXTL3 DIP2B SOX4 FBRS TTC1 DDX47 PDE6D TCERG1 EHBP1 PRR11 HSPE1 SLC30A3 EGF LRFN4 TRAF4 DNAJA2 MON1A RAB8B GABRA1 COX8A BRCA1 DOCK3 HOXB2 PSMC3 SALL1 HOXB6 ARL4C HIVEP3 CREBRF HSPD1 ADAM22 HDAC9 MYH10 E2F3 NXPH4 ZNF420 CLDN5 PAX6 NRGN VGF NFKBIZ DRC7 OLFM4 NUDCD1 NRG1 PLCB2 RHOG ARHGAP9 CNTN6 IGFALS CDK6 CAB39 PCDHGB5 NUCB1 UBE2N EIF4G1 DDR1 NCOA3 SHKBP1 LIX1 CHRM1 CTDSPL2 TMED5 RBM4B PREPL HSD11B1L BCLAF1 SNX17 LYSMD1 VCAM1 CD9 CAMKMT SCNM1 ODF1 GFI1 BRINP3 CHD4 MAG WBP1L ERF ERG MIR17HG KLK9 AKIRIN2 CALHM1 DTX2 POC1A C4BPA RGS17 UBL3 RDH11 PPP1R9B MPI GSPT1 BABAM1 IRF1 HMBOX1 CRK SMPD3 MEX3B CTGRYYYNATT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CTGRYYYNATT_UNKNOWN NRP2 FGF7 NXPH4 SKIDA1 EMC3 CSPG5 CHMP2B GPX1 RANBP9 SEPTIN9 GAB2 PAX9 HOXC4 SMOX WFIKKN2 HDX SOX10 PHYHIP PHOX2B ASTN1 PTCHD4 TMEM109 CRYAB RREB1 SOCS1 CDKL5 CCDC3 FAM53C GTF2IRD1 AC141586.1 MIR9-1HG HSPB2 CNTRL GNB3 GADD45A CABP1 ERRFI1 RPL27A CACNB2 CSMD3 SOX4 TSPAN33 ATP6V1B2 COL9A1 PCNT MOAP1 DMD MRPL58 IL25 LONRF3 GPATCH2L RHOBTB2 SSX2IP PIK3R3 IL1RAPL1 PIK3R1 CNKSR2 C8orf34 ERG TNFSF4 SPEM1 NCDN DRG1 GABARAP SREBF2 TP63 ASIC2 DKK1 GRIA1 NTRK2 NHLH2 ADGRF2 CRACR2B SP8 STAT3_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT3_02 BCAM LTBP1 ARL6IP6 PGF GABRB1 CAPZA1 NELL2 EIF5A NPAS4 TNFSF18 MOB3C VCL MTMR14 HOXC6 WNT4 CCN2 HOXC4 GRIN2D CERT1 BCL7A UQCRFS1 SPON1 MIR22HG MATN4 SCUBE3 CA10 ZBTB25 CRTAC1 YY1 RNF213 SOCS1 ZHX2 TAOK2 SGMS1 WEE1 DDIT3 TSC22D4 WDR81 NCAM1 RND1 NAV2 VSNL1 MNT HOXB13 FBXL3 NAPB MYT1 RIMS1 RBPJL CALU ARX MEIS2 MID1IP1 ZC3H18 ARAP2 UPK2 BMP4 CPA4 KMT2A MAML1 NR4A1 REM2 MFSD13A S100A14 SHOX2 HOXB4 EPHA7 ST7L EIF4E RBPJ RGS3 ARF3 TMEM37 SPTBN2 HOXB9 ADM2 BMI1 TNRC6A ZSWIM8 NDST2 ZBTB17 ALKBH6 AP2B1 GPC3 AP1S2 PCBP4 ZFYVE9 SV2B SLCO5A1 ARHGAP8 KCNT2 KPNB1 LTA KIRREL3 TM9SF1 EGR1 EGR3 MBD6 FOSB NFAM1 EIF4G1 SENP3 SDC1 IL18BP ZNF296 NCOA5 CHRM1 MTPAP PTMS KCNH3 PPFIA2 FOXO4 CPLX2 IRX5 FUT8 SMG7 ZBTB11 ZBTB9 SLC35A5 RPUSD4 TCF7L2 TRIB2 UBR5 GPHN SET NR1D1 HS6ST3 FBN2 TRIP10 DIPK2B TMEM229B FLRT1 UBE4B AZIN1 VEZF1 MIS12 ASIC2 ASIC4 UBTF KAZALD1 KCNN3 BNC1 HEYL KCNN2 IRF1 SP6 LRP2 TJAP1 STAT4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT4_01 MEF2C SLC36A2 ODF3L1 C5orf64 FAM20A STAT5A EDN1 HNRNPD MSL2 PDLIM2 RAB1B TRIM62 ERG28 ACBD6 SOHLH2 HOXD10 CITED2 CTNNB1 BDNF FLI1 GRIN2B SOSTDC1 GRID2 PHTF1 SMOX AC097381.1 MAP2K7 LRIT3 TWIST1 PITX2 PHOX2B YARS1 CD3D CABCOCO1 SLF2 HNF4G PPARGC1A MIDEAS HSD11B1 CCDC148 DOK3 TDRD9 GNL3LP1 KY VIT CALR ZBTB37 TSEN54 BLNK RNF43 AFAP1 EPM2A NDFIP1 LRRC32 LINC00314 CSRP3 ABRAXAS2 FOXG1 TNKS1BP1 SHOX2 KRT73 SAP130 ETS1 PKP4 ECHDC2 CMYA5 NOTCH4 BCL6B TCF15 CLEC1A BMP5 PDZD2 TLL1 OPRM1 FGF8 P2RY13 LEPROTL1 ZNF385B CPEB4 MITF CARMIL1 KCNK10 MECOM EIF1 GPX1 PHF21A CCDC91 SLMAP NKAPD1 PIK3C2G POLR1D ZDHHC8 ADNP CBLIF CACNG3 ARRDC3 SLC26A3 ANKRD28 GNB2 RIN2 TMEM59L CLOCK ZNF485 STX19 DHH CA14 EVA1C USP2 IKZF4 PSME3IP1 GPHN MLXIP HTR3B RASSF8 SPEM1 SGK1 IGF1 MTF2 MAPK10 AAR2 CISH FEM1C MRPL24 NRAS APPL2 TOM1L1 GRIA1 STAB1 RBFOX1 ADAP1 JADE2 PBX1 TAPBPL AP4E1 AP1G2 MRGPRX2 LNX2 CSPG4 EMC3 FGF10 FGF12 PRKCB FSIP2 FAM81A HOXC6 CRYGB TBC1D17 AAK1 CD200R1 CSF3R CPA3 PITPNC1 LGI1 S1PR2 MTUS1 RBMS1 NMNAT3 TMPRSS11D CASKIN2 SATB1 SH2B3 NUDT4 STMN2 STIM2 ACTN1 ALPK2 PDE4D IL21 TRERF1 NCAM1 HHEX HOXD8 PRCC RSPRY1 HSPB7 VSNL1 SDCBP PBK RNF138 SLC38A2 TFAP4 MYL3 RHBDL3 MAP4K2 NSG2 PTK7 CXXC4 GREM1 EXTL2 ST8SIA1 UBE2D3 AKT1S1 PDE6D ZEB2 ARPC2 TTYH2 ANGPTL1 EGF RUNX2 RUNX3 FN1 LPL VAV3 SESTD1 FANK1 NR4A1 ABCB1 DOCK4 HOXB3 LAT HOXB4 NEDD4 ITGA8 ARL4C HOXB9 CACNA1E RHOJ TSHZ2 CREBZF RHOQ FEV BZW1 PCDH1 OSR1 YIPF3 PAX8 POU4F1 NRG1 PIH1D2 GSC LDHAL6B LIMK2 CALY FAM24B PTCHD4 PRKCH OSGEPL1 MBNL1 NEXN EML4 CTSK FYTTD1 PRR5L HOXC13 HIPK3 CA3 JMJD1C GPRC5D SETD2 PRDM10 NFAT5 TNFRSF19 POU3F3 CHD6 LETM2 ERF WBP1L ERG FLT1 TMC3 SMAP2 UBL3 GRHL3 TRPC4AP MPO FEZ2 NPNT LINC01931 STAT5A_04 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT5A_04 HNRNPR RORB FSTL1 TRIM62 ERG28 CITED2 HEMGN SRSF6 NONO BDNF FLI1 GRIN2B SOSTDC1 PHTF1 GRID2 STAM SMOX AC097381.1 MAP2K7 PLS3 PITX2 GTPBP2 PHOX2B ARC ANKS1B PMCH MYH3 CABCOCO1 SLF2 FRA10AC1 PPARGC1A KANSL2 SCYL2 MAPK9 PRDM1 EXT1 RNF17 PTCH1 CALR VIT ARIH1 DMD UPK1B HOXA10 MAML3 NKX2-2 DHRS11 SREK1 BLNK MACO1 RNF43 OSBPL6 AFAP1 RYBP NDFIP1 BTLA KRT73 CYP17A1 FNBP1 ETS1 TRPS1 CMYA5 ECHDC2 BCL6B SYTL2 SOBP TSHZ3 FGF8 ZNF385B MITF CARMIL1 MECOM PHF21A ZNF654 BRD4 SLC50A1 PIK3C2G TNMD ARRDC3 SLC26A3 ANKRD28 GADD45G PIFO IKZF4 IKZF2 SUMO4 FRMD5 MLXIP NDUFA4L2 HTR3B BCL9 CAPN6 GPBP1 NTNG2 IGF1 PPP1R10 ELAVL2 MTF2 ANKHD1 SAMD4A ITPR1 P2RY12 NRAS APPL2 GRIA1 RBFOX1 PBX1 NR5A2 APBB2 DUSP9 AP4E1 AP1G2 SKIDA1 FGF14 GMCL2 FGF10 ANKRD1 FGF12 CXCL11 FSIP2 TLR8 FAM81A HOXC6 ATOH1 AAK1 SLCO1C1 NMNAT3 ACTN1 OR2K2 ANKHD1-EIF4EBP3 NCAM1 MRPS18C GCSAM MRPS18B PBK ARFGEF1 DRD3 CSMD3 CXXC4 PAG1 EHBP1 ZEB2 ARPC2 TFEC USO1 RUNX2 DIXDC1 NR4A1 ABCB1 NEUROG2 FOXP3 KCTD4 HOXB3 NRF1 GPR34 MTTP HOXB6 ARL4C RBM39 GRB7 TSHZ2 TASP1 FBXL19-AS1 SPRY4 BZW1 C18orf25 ORC4 FSIP1 TMEM70 YIPF3 POU4F1 C11orf49 TRPM3 NOL4 SSBP2 FAM24B PTCHD4 LDB2 MBNL1 NEXN FYTTD1 SLC22A23 HOXC13 CLDN2 ZFPM2 JMJD1C AGBL4 PPP2R2A DPF2 IRX3 EDA FRY NFYB SETD2 MSX2 ALDH1A2 TNFRSF19 LETM2 AIF1L EHD4 SCG2 CD40LG CCDC71L PTPRD GMDS DPH2 SMAP2 OR51E2 DRAM2 RALGDS WSB2 TRPC4AP FEZ2 LINC01931 STAT6_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT6_02 DLC1 MEF2C C5orf64 FAM20A STAT5A STRC PPP2R5C EDN1 RAB1B PDLIM2 CD2AP ACBD6 CITED4 CITED2 ZNRF2 CTNNB1 GPN2 BDNF CCDC88B FLI1 GRIN2B FOXO3 LRIT3 TWIST1 ZNF706 SCN2A KDM5C PIM2 PRPF38B TANK TSC22D4 DCTN2 CD274 GLT8D2 HSD11B1 DOK3 PDGFRB ADSL MCTS1 LALBA ARV1 KY TMIGD1 ADCYAP1 ZBTB37 ATP13A2 HOXA10 TSEN54 SLC31A1 CEP83 PPP4R3B BMP2 LRRC32 LINC00314 SERPINI1 PLEKHH2 EPHA2 EPHA7 GNGT2 CBLB SAP130 OCIAD2 RGS3 TRPS1 CMYA5 NOTCH4 SYTL1 TCF15 MARCKSL1 TLL1 ATP5F1E ZNF385B CPEB4 LRRC19 SPI1 LTC4S ACAP2 EIF1 GPX1 AKR7L ARFGAP2 DOCK11 COX17 LAG3 NKAPD1 RBBP5 ASTN1 EGFL7 POLR1D ZDHHC8 TAOK1 CACNG3 FLNC SLIT3 GZMK ANKRD28 GNB2 RIN2 SEMA4B SCGB3A1 TMEM59L CLOCK STX19 ZNF485 DHH CSF2 USP2 TMUB2 ABI3 IL7R CYB561D2 GPHN PEG10 CALCOCO1 MLLT6 HTR3B FBXW11 HGFAC LY75 TTC13 SPEM1 SGK1 PDZRN4 TRIM25 PHF12 ITPR3 FEM1C MRPL24 TOM1L1 STAB1 ADAP1 RBFOX1 JADE2 RAB39A LUC7L LRP2 CYTH4 ASPN NPRL2 FAM110A LNX2 SASH3 EMC3 TNFSF13 FGF13 PRKCB CRYGB TBC1D17 CD200R1 PUM1 DNAJC7 SRRM1 CPA3 CSF3R PITPNC1 PLEKHA8P1 MTUS1 TMPRSS11D CASKIN2 SATB1 NMNAT2 HNRNPUL1 ALPK2 PDE4D ARID1A STK4 TRERF1 CDKL5 HHEX SPDEF RNF138 SDCBP VAMP3 WNT5A SLC38A2 SNX8 RHBDL3 SIPA1 MAP4K2 NOSTRIN GREM1 HOXA2 MEIS2 AKT1S1 ZEB2 TFEC ANGPTL1 EGF RUNX3 DNAJA2 TRAF3 GNL2 CARD9 VAV3 SESTD1 MRGPRG-AS1 CLNK DOCK4 LAT HOXB4 ITGA8 KNL1 HOXB9 HIVEP1 RHOJ PREX1 CREBZF ZNF202 CTCF FEV RAB3GAP2 SLC1A5 RANBP9 CRTC2 PAX9 PKN3 PAX8 PIH1D2 PLCB2 KCNQ1 SLC43A1 GSC MBNL1 HMGA1 VASP PGM2L1 KANSL1 PRR5L LCK CA3 PATL1 NKIRAS2 CAMK1D HYPK SKAP2 MAP3K3 STAP1 RNF128 NFAT5 POU3F3 CNN2 CHD6 FAM78A DIPK2B VPS39 PSTPIP2 ERF ERG PDCD10 FLT1 TMC3 TSPOAP1 GPS2 SLC35C1 HIF3A ZRANB1 MPO CTTNBP2NL ARAP3 CRK LHX3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/LHX3_01 CGA RORB RORA LEMD1 PRKG1 NONO SRSF7 DSPP PPP1R1B PIK3CA RARB BHLHE41 PITX2 PHOX2B GTPBP1 RREB1 BARHL1 COLEC10 SSPN TBR1 PTPRO LUC7L3 BAZ1A ZBTB18 HAS2 PRDM1 SUPT6H FIP1L1 CASZ1 MED12L TMIGD1 KRT23 HESX1 PCNT DMD PPP2R2B TECTA KLF7 PCNX1 OARD1 PCDH10 CELF2 EN1 KLF14 LINC00314 NKX6-1 DDX6 SHOX2 SEMA6A NOTCH2 ARHGAP44 SYTL5 MARCKS RGS8 PRR34 H3-3B WDR49 TSHZ3 OPRM1 JPH3 NRP1 MMP27 LRRC15 TYR STAC2 XYLT2 SLC24A4 SERTAD4 SEMA3C ZBTB20 CALN1 ANGPT1 HHIP NABP2 KCNMA1 SRPK2 ADAM11 GSE1 TMEM255A INPPL1 VIL1 TLE4 ELMO1 GRM5 EPB41L5 GNB3 WNT9A RAPGEFL1 TBX19 KCNH5 OFCC1 ZNF366 PART1 NEO1 CFB PCSK2 CYLD LRRTM1 WNT8B MYF6 TBX6 NLGN2 PDZRN4 NPR3 LMX1A FAM169B MID1 ITPR3 LYSMD2 PCMTD1 LYG2 FBLN2 RBFOX1 RAB22A HERPUD2 CHN2 CLRN1 KCP NEUROD6 C1orf122 LRP2 TOB1 FGF19 MTSS1 JDP2 LMO3 TAAR5 FAM193B HOXC6 KALRN PRKAR2A KLHL5 UNC5B PACSIN3 ROBO1 TFAP2D KAT6B SCRT2 LBX1 HRK PRKAB1 ARNTL JUNB CDKL5 CNBD1 NEBL HOXD9 CADM1 DLL4 SIX1 SNTG1 TFAP2A ZRSR2 STX7 MYL1 ST8SIA3 GPR22 KCNS1 HOXA2 ZEB2 KRT32 PXYLP1 GRPR TMEM179 NOVA1 SDF2 RHOBTB3 TAF2 CPA5 DIXDC1 ARID3B SALL3 CXCL13 ITGA8 EBF2 DSG1 KCTD15 TAFA1 TNRC6A PRRX1 FEV OSR2 KRTAP11-1 OLFM4 SIAH3 RASL10B PTH1R YRDC PRL GABRG1 GSC RAX TRPM8 OTX2 LDB2 MBNL1 ADRB2 TNFSF13B NRL MOSMO NREP NPVF IRX4 ADAMTS17 IRX6 RTN4RL1 FKBP5 SLC37A4 TAC1 NFYA LINC00311 DCT MSX2 ALDH1A1 RPA2 RGS12 FIGN PIK3R3 DCX NOTCH2NLA COL4A4 COL4A3 GNAO1 DACH1 C1orf87 TP63 SULF2 KCNN3 SULF1 SP6 ID3 SP8 ERR1_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/ERR1_Q2 MEF2C DLC1 STARD13 NOG ADCY1 VSTM2L PPP2R5D ASCC1 STRN PRKG2 SART3 SHB APP DIRAS1 GOT1 SEMA7A RAPGEF5 PPTC7 ADAM9 ARHGEF38 LCA5 CNTLN KIF5A RREB1 KDM5A PIM1 KDM5C BRME1 TAOK2 FAM155B SAG SPAG9 UHRF2 RHCG NAV1 RYR3 MNT ABAT MRPL48 PLPPR2 ZNF664 SIRPA CDHR1 GPBP1L1 SORCS1 CACNB2 ARF6 RIMS4 BPNT2 HCRTR1 SPATS1 LHX2 HTATSF1 RIPOR1 HNF1B FGL1 SLC31A2 C9orf24 TCF7 KIF3B ESRRA NTF3 WDFY3-AS2 PHB CLUH KCNK1 VDAC2 AFG3L2 EIF4H NAA25 VDAC1 TM2D2 WWC1 RNF2 RGS4 ZMAT4 GK FGF9 MMP24 FBXL19 STAC2 HHATL XYLT2 ANKRD13A XYLT1 ANGPT1 KCNG4 FBXL17 SRPK2 RAP2C ACO2 TMEM35A SLC25A5 KIAA0586 GAPDH ZNF296 ANKRD28 SNX18 KCNH2 RAB3A USP8 FBXW4 ZDHHC21 TMCC1 CKMT1B PGAP2 MPC2 FZD9 MFSD8 CYTH2 BCKDHB ELAVL3 SRXN1 SOD3 GJB2 AFP SDHB CNTF IQSEC1 CDH16 RAB35 JADE2 SDHD ATP5F1A PHF5A SSR4 ABCC5 THRA ATP6AP2 LMO3 GRIK3 SLC22A11 WDR72 VCL TBC1D15 IDH3G CSNK2A1 UNC5B PVALB TIMM9 PSIP1 KAT6A MTSS2 MB SATB1 C6orf47 SOCS4 MBOAT2 YTHDF2 HDAC11 RPH3A TIMM8B ISCU SLC37A2 VSNL1 SNTG1 RNF139 VAMP2 VAMP1 HSPA9 SLC38A3 MYL3 DIAPH1 COX7B MAP4K2 TFEB FBRS CX3CL1 CXXC5 NR2C2 RASAL1 HOXA3 HOXA5 PPP4R3A SARNP HECTD2 TEF H4C3 HSPE1 SLC30A3 NDRG2 HCN4 LRFN4 SEC61A1 KIRREL3-AS3 OBSCN ATP5MF RFX5 NR4A1 ITGA3 SMARCC2 HSPD1 BEND6 RBM39 MPRIP PHF6 AIFM1 RAB11FIP5 UQCRC2 TNRC6A UQCRC1 NXPH4 UCHL1 RUNX1T1 BZW2 RNF19B PLCB3 PCBP4 ACTR1A SUCLA2 KLK15 DLG2 KIRREL3 RS1 EPN3 CCDC9B LIMK1 RELT PRR7 LDB3 PCDH7 VASP ATP6V1A PRRC2C PPM1E GDPD1 PANK1 FAM122C ATXN7L2 URGCP CNTN2 BUB1B CTDSPL2 JMJD1C AOC2 NEFM ATP5MC1 DEPDC7 SRCIN1 RASGRP2 RNF128 RXFP4 CHD2 ENO3 HS6ST2 MSI2 SCNN1G TGM6 SCN5A GEMIN7 SCNN1A NAA50 WDFY3 WBP1L TMTC1 MAP1A MAP1B TTLL7 TAB3 CLPTM1 MGST3 RNF44 KCNN1 FBXL22 SMPD1 ZRANB1 ID3 PPARG_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PPARG_01 GRPEL1 AP1B1 ADGRA2 CCDC71 SYT6 PRRX2 SRSF6 AGPS PAX7 PAK4 NR2F6 APOM ATAT1 GOLGA4 NDUFS1 PPTC7 C1orf116 ZSWIM3 PPARGC1A ZBTB40 ACOT8 CUTA TBC1D22A SNRPF RPRD1B EEF1B2 LYSMD1 CNTFR NR2C1 TTI1 EMG1 USP37 CNOT9 SCNM1 NOVA1 DNAJA2 HSD17B8 FAM170A ESRRA MRPS28 CSRNP3 TP53BP1 ASXL1 RTP3 RPL27 ZIC4 SMYD5 ATF3_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATF3_Q6 STARD13 SLC44A4 PNMA3 LDHA ODF3L1 PPP2R5B SCN3B ADCY8 CDX4 RUSC1 RCE1 CD2AP IRF2BPL DHX36 RAB25 FAM71F1 CCNA2 STRIP1 RUNDC3A PHOX2B CTC1 BRAF BARHL1 OLFML2A BSDC1 GEM PTPRU PPARGC1A DCTN1 CD37 HAS1 JUN CORO6 HSD11B1 CCDC148 YME1L1 CHGB WFDC3 FAM219A HAUS2 CMSS1 DUSP10 DAAM1 DAAM2 ASB17 ATP6V0C SULT4A1 GLYR1 RPS29 ABR KLF13 ORAI1 ATG5 PPFIBP1 MCAM EPHA2 ZFAND5 PKP4 AREG CLCN5 PNMA6A MITF SPI1 EIF1 TMEM147 MAP1LC3A PBXIP1 SRPRA FAM81B HHIP AGPAT4 ABCE1 ADAM11 CCNI GSE1 ZWILCH ZDHHC8 FOSB HERC1 KLF9 DOK1 CCND1 ILRUN ACSBG2 NPPC SORT1 MAP3K13 THOC1 YWHAZ RPRD1A BRSK1 CREM ZNF367 GPM6B PFAS ZFP36L1 CYLD NUP214 PACRGL RUSC1-AS1 PER1 BCL6 FBXW11 FOXD3 FLRT3 GPBP1 IGF1 TJP1 DUSP3 DUSP1 ADAP1 NSD3 BNIP3L ABHD16A SIK1 CCIN LMO3 LMO4 UBQLN3 CBX8 NR2E1 GDNF IL11 FOXRED1 TOP1 ZNF184 LGR5 TMEM39A KMT2E WNT4 ELOVL5 GPR42 PITPNC1 OLIG2 GNL1 DNAJC1 ZNF593 PITPNA EEF2 RBKS TIPRL NDEL1 CHPF FAM131A AKAP3 TRIM39 MYL6 TNFRSF12A ANAPC10 AKIRIN1 CYSTM1 PRR3 RNF166 JUND RPL4 TRAF4 HID1 MAFF UCN PHACTR3 DMP1 HSP90AB1 SUV39H2 CDKN1A ATF3 PNRC1 RFX1 CACNA1G ADRA1B IKBKB SST DDX51 DNAJB5 PLEKHA1 SGIP1 RAI1 NDST4 CLSTN3 ZSWIM8 CLDN6 ARID4B IL21R MXRA8 TP53TG5 PAK6 CDC42 CCN4 SLN DES CDC20B OSR1 TRIM8 PAK3 GPR162 NOL4 TUBB2B RING1 MBNL2 UBE2H MBNL1 PDP1 UBE2B HOXC10 CFL2 MAPRE1 SEZ6L2 TSPAN7 PPP1R15A PPP2R2A VIP IRX4 ING4 TNFRSF21 ABLIM2 IRX6 TMEM270 CNN3 HS3ST2 PPM1A FAM174A GPR3 TRIB1 DNAI1 PLCD3 GGPS1 HS6ST2 TNFRSF19 PAFAH1B1 EHD1 FAM78A ST20-AS1 NFATC1 SCG2 INSM1 FAXC MXD1 ICA1 NCDN ADARB2 MAP1B AHI1 CREB5 ISL1 VPS37B RNF44 HMGB4 SPEG KCNN2 CRH BABAM2 SLC18A2 TBC1D32 C11orf87 ATF4_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATF4_Q2 CYP24A1 PNMA3 LTBP1 PPP2R5B SYT2 OGDH IRF2BPL ALKBH5 RAB25 DHX36 PITX2 CDH23 CTC1 BRAF ANKS1A ZHX2 BSN GEM PTPRU SRSF1 KAT5 DCTN1 SNRNP40 MTF1 MIR9-1HG LAMC2 RBP5 ALDOA CDK5R1 CMSS1 KCNJ2 DAAM2 TAB2 RAB7A SULT4A1 TMEM86A ARG2 RIPOR1 PABPC1 MACO1 KLF13 MAOA ATG5 SMAD1 TSC22D2 ECM1 GGN SYNGR3 EPHA2 ZFAND5 PENK LEPROTL1 KIF7 XIRP1 PNMA6A KLHL18 MAP1LC3A ZBTB20 COQ8B SIK2 USP14 TLNRD1 JPT1 FOSB FLNC NDUFA10 CLC FAM167A RBBP8 TAF11 PNPLA3 HP1BP3 GRM3 C9orf139 GNAS MAP3K13 USP2 ABCD1 GPM6B ITM2B ZNF687 PDAP1 SORBS1 PEX12 BAZ2A FOXD3 CAPN6 CPT1B SELENOM SGK1 PPP1R10 POLR3E SDHB TEX14 RPS6KA4 EML3 DUSP1 PSMD12 ADAP1 GSK3B PLSCR3 RBM18 HNRNPA2B1 USP48 ZMYND15 F2RL2 HNRNPAB XPO1 SIK1 AMMECR1L SKIDA1 FGF14 LMO4 DERL1 RASGEF1A CBX3 UBQLN2 ITPKC JAG1 NR2E1 TMEM39A SLC49A4 ELOVL5 S1PR2 GNL1 SCAMP5 BICDL1 RELB CNBP STIM1 MRGPRF PDE4D TIPRL ZNF711 NUP42 PKIA AHR HCST HHEX ZNF516-DT MRPS18B ADGRG1 FAM131A SMARCA1 TRIM39 SLC38A2 CCDC130 ST8SIA5 KRT36 PAH ABCA2 ATF1 AKIRIN1 PRR3 DDX3X SMARCB1 NOC4L SLC35F5 NDRG2 BMF TUG1 ZNF423 JOSD1 AP2M1 XPOT LRRN4CL PHACTR3 GABRA1 RFX5 LPP NR4A2 NR4A3 MRRF SREBF2 PRICKLE1 CXCL16 PNRC1 CHAC1 LMTK2 TDG CIRBP IKBKB TAFA1 PHF8 NFKBID DDX51 RAI1 CDC14B CLSTN3 CTCF PAX3 ZZEF1 THADA PAK6 FOS GTF2A1 PAK3 SV2B PSMD4 PAK1 TSC22D3 BUD31 PLEKHH3 PSMD7 NKX2-1 NRIP3 NOL4 NRXN2 MPP2 PRR7 C20orf27 PCDH9 MBNL2 GJD2 CDC5L UBE2H PDP1 EIF4G1 HOXC10 PRRC2C FYTTD1 PSD ZFYVE27 CAPN12 KDM3A PSME4 PPP1R15A ROM1 SMARCAD1 IRX6 NUP98 HS3ST2 ABHD11 KIF9 TPM4 TRIB1 MSX2 NPTX1 MYRF MYBPH CHD2 PAFAH1B1 BAHD1 ENO1 MAF ICA1 MARCHF6 TNXB NF1 AHI1 CENPE VPS37B RNF44 ID1 KCNN2 SLC18A2 TBC1D32 C11orf87 SIDT2 PTGES3 CTGYNNCTYTAA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CTGYNNCTYTAA_UNKNOWN NRP2 PRPH JPH4 CDC14A ZBTB22 IRAG1 HTN1 NRGN GDAP1L1 PTMA OTUB2 MECOM BRPF1 OSR2 SMG5 BTBD3 LIN28A STAG3 DLG3 GIMAP1 PELI2 ATOH8 TRPV6 KRT222 TXNDC12 DSCAM MRPL2 TFIP11 PHOX2B CLN3 DAB2IP SSBP3 INPPL1 CERCAM KLHL25 PDPN LIG3 KTN1 LDB2 SLC8B1 PEX5L POLR1G PLXDC2 TBCC TMEM79 AICDA PRDM1 PMP22 ADAMTS5 DPF3 FIBIN FXYD3 HDLBP PUS7L ONECUT2 ERRFI1 NR3C2 ABI1 CDK15 IVNS1ABP MFRP GJC1 IRAK4 ADRB3 KLC4 SOWAHA LRRTM4 BCL11A MSI2 SLC39A5 TUG1 PLAG1 PLP1 GPR158 MB21D2 DGLUCY NLGN2 ITGA3 QRICH1 ELAVL2 EPHA1 MEF2D KCNN2 HIVEP3 TMEM126B ZNF462 NEUROD6 CYP2W1 AP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1_01 SNCG ATP1B1 VAPA SNCB PPP2R5B CDK14 RABGAP1L SYT2 AQP5 PLEC BTK DIRAS1 CYRIA S100A2 CDH23 RUNDC3A MIR22HG PIM1 PTPRR MECP2 NUDT10 NUDT11 PRPF38B PTPRN MIDEAS SCEL MARK1 DCTN2 SMPX ST18 LAMC1 NEK6 DYNC1H1 ALDOA NPFFR1 RBP4 LENEP STRADB TAGLN2 PEA15 SLC11A1 NECAB3 DUSP13 SLURP1 SPATS2 DUSP14 DMD STX17 RPS20 PPP2R2C MDFI TCF7 TGFBR2 MYOZ2 PCDH17 EPHA2 ZFAND5 GNGT2 DLX1 LAMA3 MAP2 MAP4 HEPH RIT1 RGS8 P2RX6 TLL1 BACH1 GFAP ABCF3 FGF9 XIRP1 WASF2 TRPV3 BNIP3 SLC26A1 EXD1 KCNK10 BAG2 ANGPT1 CYTOR MYB COQ8B ATP6V0D2 SERTAD1 TUBB4A USP13 SEPTIN4 CLIC1 RBBP7 GTF2B C19orf33 ATP6V1C2 ANKRD28 C9orf139 TENT5B SERPINB5 GADD45G RIN1 GADD45A CSF3 RAB3D EPHX4 HSD3B7 ABCD1 ABI3 ABHD4 CCL27 G3BP1 TMCC1 LY6D COL7A1 SQSTM1 PPP2CA RB1CC1 CHP1 BAZ2A PHLDA2 DTNA IL6 TBXAS1 TEX19 NLK LMNA ELAVL2 MAPK10 YWHAG MAPK12 PSMD12 PSMD11 SH3RF2 CLRN1 TUBA4A LUC7L TUBA4B SLC22A18 EIF3J APOBEC1 SKIDA1 MMP7 CCDC50 FGF12 GDNF CALB2 MMRN2 IL11 VCL IDS PVALB SPRED1 RNF34 SLC22A18AS SCUBE3 BICDL1 CMAS LRP1B LINC02694 MRGPRF SLC25A51 RTL9 WDR81 RHBDD3 ZNF516-DT TIAL1 HSPB8 PSMA3 LNX1 ASB5 EMP3 IGSF9 HSPA9 SMARCA2 SLC38A3 SLC38A2 TNFRSF12A KCNA2 SSH2 TINAGL1 FBRS CSMD3 ABCA2 VDR ITGAX ALS2CL SFTPC CRACDL HBEGF HCN3 IVL EWSR1 TRAF3 CPNE8 EEF1A1 GABARAPL1 CPA6 EEF1A2 ABCB6 C1orf220 POLD4 HDAC3 CDKN1A SLC4A11 ULK1 GPAT3 FAM184A ADRA1A OMG TNRC6A ABHD17B UBXN10 SYNGR1 PLBD2 RAP1GAP2 SEPTIN9 PSMD2 SV2B LRRFIP2 SHC3 ARHGAP8 BUD31 PLEKHH3 FOSL1 PSMD7 AKT3 NRIP3 IRAK1 C9orf85 CHST4 PADI4 POLR1G VASP VAT1 RELL2 EYA1 DHRS3 SLC35E4 CA9 ZPBP2 ATXN7L2 KBTBD8 MAPRE3 REXO2 SNX10 GSTP1 ROM1 NDP HS3ST2 GPSM3 TAC1 TRIB1 ANXA7 COL27A1 KRT8 MSI1 HS6ST2 PLCD1 NEDD4L ENO1 DPH1 TNXB AKIRIN2 OLR1 NCDN DTX2 COL5A3 PPP1R9B CILK1 ZNF771 CTTNBP2NL RMDN2 UBALD1 PPARA_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/PPARA_02 VWA7 HMGN2 LMO1 PDGFB PGF TRMT13 CBX6 CHMP2B WNT4 DDX17 SMG5 VEGFA DNAJC7 CREB3L2 CTDSP1 LINS1 PPTC7 SCAMP3 YARS1 ANKS1B NUFIP2 PMEL BRME1 TAOK2 KRTAP6-3 DCTN1 ROGDI UCN2 SERPINF2 CORO6 SMARCA5 MNT TMEM79 PSCA SLITRK5 BIN2 ADD3 ASB7 ZNF41 RAD23B CDK5R2 GIGYF1 ARF6 EPHB1 SASS6 PPM1N HOXA5 HOXA9 UBE2K PLAGL2 AKTIP MAFB FSCN3 TTC9C KCNB1 ESRRG CLUH NEUROG1 CACNA1S GGN LAMA5 PKP3 SUPT16H RFX1 RGS8 ABL1 FGF6 RTN4 PRX NXPH3 PRKAG1 CYC1 HR STIP1 ZBTB17 RTN2 LOXL4 PAK1 TRPV6 SEMA3A MAN2B1 NRG2 KPNB1 NKX2-1 DLG2 POGZ OTX1 PHKG2 INCA1 ZSWIM3 ARHGAP26 PURA ZNF689 LCOR OSM KIF1C DNAJC27 ACOT8 RIN1 NRGN PTCHD1 EPN1 NKIRAS2 ROM1 MAP3K11 MIA2 TSNAXIP1 AHCYL2 DHH LEFTY2 CRYBG2 FBXW4 ATP5MC2 TRIB1 CFAP69 HRH3 FAM214B CHD2 MSI1 BAHD1 ERF TNXB NLGN3 PHF12 PPP1R9B EML3 CDH17 ADAP2 NEUROD2 POFUT1 CYP2W1 WDR20 TMEM125 GNCF_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNCF_01 GNAZ MEF2C TNRC6A NOG FGF9 C17orf102 ZNF532 IRAG1 RPS6KB1 HOXC6 STAC2 PSMC3IP INTS8 HOXC4 AAK1 TIMM9 SLCO1C1 WFIKKN2 NFIL3 INSR KLK15 MALL ZFYVE1 BHLHE40 EPN3 EXOSC9 ARMC8 NOL4L LINC00905 KIAA0586 SEZ6L SOCS5 CLUAP1 HOXC10 SLITRK1 HOXC13 ESRP2 MIR9-1HG MYL3 FOXO1 ABTB2 TMEM132E CTNND2 HOXB13 KCNJ2 SDR9C7 KCNMB2 RASAL1 ITGB8 DMD BCL11B BCL11A CHD2 HNF1B MLLT6 AMD1 USP34 WBP1L GPR155 FLT1 NFE2 IL2RA GNAO1 NPFFR2 MCF2 MT-ND2 MT-ND1 CLUH DRAM2 TNKS1BP1 ERBIN TRPS1 PRAC1 HOXB6 CPNE1 TUBD1 GK NFIB NERF_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/NERF_Q2 SNCG HMGN2 EFNA1 STAT5A STAT5B GBF1 MAP2K6 TWIST1 CDCA3 PITX2 PIK3CG LRRC41 EMSY ZHX2 OLFML2A GPR132 PTPRN MIDEAS FAAP100 COLQ MAPK3 OMA1 ZNF768 TGIF2 MCTS1 TRAPPC3 ADAMTS4 TNFRSF6B TRMT2A MYO19 LYL1 EGFLAM FCER1G DIABLO ARAP1 BCOR CPXM1 BMP4 MDFI KLF13 ST13P4 UBE2L3 RO60 NTRK3 FBLIM1 NPY RGS3 TCF12 SLX4 DPP3 SHROOM1 NRP1 ZMAT3 ARHGAP30 ACTR3 FAM160A2 GOLGA7 SRPRA SPIB DPP8 NCLN CAP1 XKR8 ATP5PD AGPAT1 HYAL2 LYN JPT1 CLIC1 CIDEC RBBP7 DOK1 SH2D2A GRM3 NCS1 SEMA4C ZMYND8 FKBP10 WDFY4 SDCCAG8 ZBTB7B USP5 LANCL1 STARD13 SORBS1 FAM214B PEX16 NIPAL2 BAZ2A AGL RASA1 GNRHR2 HCLS1 NLK ATP1A1 MTF2 ITPR3 MID1 CNPY2 ZNF23 EML3 RPS6KA4 TFRC UBTF FCGR2B FCGR2C EFHB GSKIP SARAF C1orf122 CALM2 TUSC3 FASTKD5 FAM110A CAPZA1 ITPKB JAG1 MMRN2 VCL FOXRED1 ELOVL5 SH3TC2 HOXC4 STARD8 ROBO4 RBMS2 SPRED2 SLC4A2 ATOH8 SYNC ZNF276 MIR137HG GSDMA KCND1 NUFIP2 SECISBP2 LYPLA2 JUNB IL11RA DDIT3 LAYN ARRB2 LSAMP IWS1 SLITRK6 FGFR2 LST1 FGR ADAMTSL3 FBRS MAP4K1 CCDC85B ELK3 FXYD5 EXTL2 LLGL2 RASAL1 GGT7 TRO GPR25 EIF3K ZNF800 HBEGF SH3TC1 ARHGDIB SLC30A7 MSANTD2 CPNE8 PTPN6 RMC1 SLCO2B1 FURIN POLD4 LAT ST7L CORO1A SALL1 ARL4C CD79B HOXB9 CD79A IKBKB FBXO36 TLN1 POU6F2 CREBZF PAX6 RHOV TNS2 RPS3 ARHGAP20 GGNBP2 PAK3 LIMD2 TPP2 POU4F3 YRDC LRRFIP2 CNTNAP1 RANBP1 GPR162 LOXL3 SHC3 ARHGAP8 SLC43A1 NDUFS2 PLCB2 FOSL1 EBAG9 EGR3 NRXN3 TNFAIP8L2 PIGW AAMDC TOPORS PCDH7 HMGA1 CDK5 DEF6 UQCRH CNOT11 UCHL5 VPS45 ZFPM1 CAMK1D ROM1 KDF1 CLVS1 CCR10 HIC1 SKAP1 C1QTNF6 C2orf42 CHD2 NFATC3 GPR107 BAHD1 RFTN2 CD40LG ERG FLT1 CREB3 EDEM3 RSF1 P3H4 CNNM1 GMFB PPP1R9B PEX11B NAT8L SPEG ARAP3 MPL NFIA RP58_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RP58_01 LTBP1 MAGED1 CYRIA GRIN2D BTBD3 CREB3L2 PITX3 DHX30 TBPL1 PHOX2B RARG SCN2B RCOR2 OLFML1 LRRC1 TSKU COLEC12 LUC7L3 GLT8D2 SRPX2 NAV1 ZBTB18 OMA1 ADAMTS2 PNMA1 GGCX CACNB2 RIMS2 ACKR1 ARX CDC42EP2 DMD GIGYF2 ADGRB3 AMD1 NKX2-2 KLF5 ABR KLF13 TGFBR2 LRRFIP1 PMF1 HGF COL16A1 GAS7 TNNI2 TNKS1BP1 SHOX2 EPHA7 SEMA6D ATP2A2 DLX5 NTRK2 PPRC1 TCF12 TLL1 FGF7 GLRA1 FGF9 ANKRD12 DNAJC11 ANP32A RAB6A FMNL3 EGFL6 PRG4 CMKLR1 PPP4R3C CACNG4 PDE10A LENG9 RDH5 PROK2 BLMH SLC26A7 HELZ2 WNT9A TMEM59L PHLDB1 COL3A1 XKRX PCOLCE COL7A1 SORBS1 LRRTM3 B3GNT9 FOXN3 KIF21A CLEC14A IGF1 ASIC1 ASIC2 UBTF RBFOX1 GFPT2 PTCH2 TP53INP2 LRP5 GFRA3 CALM1 DNAJC5B SEPTIN3 LARP4 KERA PDGFB LMO3 TGFB3 LINC01138 FGF10 RNF216 TLR7 MKRN4P WNT2 ANK2 SND1 HOXC4 SPRED2 PRKACA SLC4A1 ATOH8 S1PR2 ATOH7 RBMS1 S100A10 LBX1 CA10 MRGPRF FGF20 TRIM37 HSPB7 TNFAIP8 CCDC26 SPTB PODN ONECUT1 TFAP4 MYL3 SIPA1 ONECUT2 CNIH2 PTK7 HOXA3 ZEB2 KATNA1 PACRG RUNX1 NR4A2 CASC2 NEUROG3 CACNA2D3 NTN1 FOXP1 FOXP2 ATF3 PRICKLE1 ITGA8 ARL4C CACNA1G CD79B HABP2 NXPH3 CNPY3 NXPH4 CBFA2T3 SLC6A10P LRRC42 ARHGAP22 PCDH1 FAM180A DLG3 POU4F1 TSC22D3 LRTM1 PARP8 CILP C1orf116 MBNL2 INHA DAPK1 HOXC12 EYA1 LIX1 CNTN2 ERN1 TNNI3K NRGN ACVR1 ABLIM3 TAC1 CABP7 NUAK1 PPM1B NR3C1 RAG2 CDH6 UBQLNL MOAP1 SH3GLB2 C1QTNF1 TNS1 POU3F4 GPSM2 ADAMTS10 PLPP3 ERG B3GALT2 DTX2 PRKN WNT2B TP63 PPP1R9B SCGN HTF_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HTF_01 TSHZ3 ELF1 HM13 MORF4L2 PRRX1 UFC1 PIP5K1A UBQLN1 JADE1 OLIG3 GBF1 HOXC4 SND1 ZNF280C CREB3L1 SIK2 SUCO NMNAT2 TYRO3 ATRNL1 SOX14 POLG ZFHX3 ARL5B NUMBL SRSF2 CCND1 AMER2 EML1 PCYT2 STT3A FKBP14 COL1A2 RBM26 ZBTB47 HMGB1 TSPAN13 CWC25 NPAS2 INTS9 TSSK2 BCL11B USO1 HOXA9 ARMCX2 MN1 IL1RAPL1 NKX2-2 BUB3 SEC61A1 HID1 ASXL2 DNM3 SRP54 DHDDS RFX4 SGK1 SYT11 PAK1IP1 NLGN2 QRICH1 GRIA3 KLF14 STAT3 COG3 RGS1 ZIC4 JADE2 CPNE1 HMBOX1 DNAJB4 ARNT_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/ARNT_02 MRPL40 SLC36A1 FAM117A U2AF2 HIRA SYNCRIP SLC26A10 HOXD10 EPC1 CUL5 BDNF PICALM H2AZ1 RAB24 BEX3 BHLHE41 PTPRF RCOR2 RAD9A PKN1 LRRC59 KAT5 DCTN4 PRDM4 PIAS4 ARMCX6 TGIF2 ADAMTS3 HSPBAP1 CDK5R1 KBTBD2 RPS28 GLYR1 TRAPPC8 GIGYF2 CCNYL1 CBARP SEC23IP OLFM2 HNRNPH2 AGRP SPPL3 OSGEP EME1 EN1 RALYL GGN DLX2 NOTCH1 FLVCR2 LZTS2 C16orf72 CPEB4 CANX SLC38A7 FBXL19 ANKRD17 ACAP3 WASHC4 SPG21 REEP3 STX6 ATF7IP CLN3 LTBR RBBP4 ICAM5 CD164 GTF2H1 ATP6V1C1 GAPDH ZBTB8OS GNB2 URI1 GNAS ZMYND12 RABGAP1 ZBTB10 GPM6B DNAAF6 EPB41L4B GET4 MARCHF8 NR1D1 ARMCX3 AATF LONP1 FEN1 FOXD3 KCNE4 USP31 SPNS1 PPCS BRD2 SGK1 RAP1GAP TMEM258 ELAVL3 ANKHD1 POLR3C CPT1A RAB31 RAB30 GLA MRPL27 GYG1 RNF115 NSD3 NEUROD2 TUBA4A PES1 TUBA4B VLDLR MANF SAE1 ZIC1 TCEAL1 CBX6 RGL1 CBX5 SMNDC1 SLC49A4 CDKN2C HOXC5 GATA4 SLCO1C1 IFRD2 RNF146 DSCAM IRS4 YEATS2 ALDH6A1 SOCS2 TRIM55 FOXRED2 MFSD5 ANKHD1-EIF4EBP3 TIMM8A ZBTB40 PA2G4 HNRNPA1 HIF1A LNPK NPTN STMN1 PDCD6IP AKAP1 PRPS2 SLC38A5 DIP2B ANAPC13 REV1 SNX2 BEX1 ARPC5 AFF4 COMMD8 C1orf43 FXYD6 OBI1 RRAGB RRAGC HOXA1 MTCH2 BLOC1S1 HOXA7 TSSK3 HOXA9 JOSD1 TUG1 MAFF RFX4 TADA1 THUMPD2 ATP7A EIF4B LAMP1 ATF4 HOXB5 FABP3 CREBRF GET3 CIART HPS5 ALG1 HEXA HPS3 OGDHL FBXL19-AS1 CLTC VGF RPS2 CEP63 CATSPERD TRIM3 UBR4 SNTB2 SLCO5A1 CSK SLC43A1 RRP15 IGF2BP3 NFX1 SHOC1 TRPM7 C20orf27 ATP6V1H PRKCG TOPORS PRKCE HMGA1 UBE2B NCL PURA EIF4G1 ATP6V1A FAM13B PRRC2C CUTA ZFYVE26 IGF2R AMER1 CHRM1 PSME3 NUP62CL CNPPD1 KLF11 SNX16 SLC35A5 EGLN2 DEPDC7 UBR5 RETREG2 SNN NPTX1 HRH3 CAMK2D NFATC3 APEX1 NAA50 INSM1 KAT14 NDUFA7 UBE4B MICU1 VPS37B SIRT1 AVPI1 CNNM1 GMFB RNF44 UTP18 PRELID1 BAX TCEAL3 VPS26A MYCMAX_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYCMAX_03 PDP2 GLB1L PHF20 SYT3 CYP2D6 HNRNPD SYNCRIP SYT6 IRF9 VPS33A HOXD10 SSR1 CITED2 EPC1 CUL5 PICALM LIN28A KCNK5 FOXO3 CCAR1 LIG3 ZNF503 LRRC59 PKN1 TAF6L DCTN4 KAT5 RBM15B SCYL1 PRDM4 TGIF2 ADAMTS3 ADSS2 PTCH1 PHF20L1 HOXA11 PABPC4 ARHGAP45 HNRNPA3 PLAGL1 KBTBD2 RPS28 GIGYF2 PABPC1 SEC23IP OLFM2 SPPL3 ODC1 DNMT3A CELF1 EME1 CLUH LYPD1 SMYD4 CELSR3 RALYL GGN DLX2 CCDC191 PPRC1 H3-3A BMP7 UTP14A BMP6 C16orf72 EIF3A GJA1 FBXL19 ANKRD17 AP1S2 CHST11 USP15 TXNDC12 RBBP4 CTSA CD164 ATP6V1C1 PFDN2 ZBTB8OS GADD45G GNAS ADAM12 FKBP11 KCNH4 MIA2 ZMYND12 PDIA2 CACUL1 DNAAF6 CIPC PSME3IP1 MARCHF8 NR1D1 B3GNT9 PER1 SHMT1 SPNS1 PPCS BRD2 MAT2A ILF3 ANKHD1 ELAVL3 CPT1A GABARAP RLF RAB30 MEOX2 MRPL27 NEUROD2 NEUROD1 DUSP7 XPO1 SLC17A9 SEPTIN3 SNCAIP NIT1 AMMECR1L C17orf102 SASH3 MANF SMC3 ZIC1 CBX8 CBX6 TRMO RGL1 TGFB2 CBX5 TBC1D15 GATA5 CLIP2 CDKN2C HOXC5 SLCO1C1 RNF146 KAT6A SCRT2 IRS4 ALDH6A1 PLEKHA6 RELB FMR1 SOCS5 NR0B2 ANKHD1-EIF4EBP3 TIMM8A TRIM37 HNRNPA1 RSPRY1 TESK2 MGME1 STMN1 AKAP1 NEURL2 HSP90B1 PRPS1 SLC38A5 DIP2B PBRM1 DRD1 SLC38A2 TFAP4 SNX5 TMEM132E COPZ1 SPINK5 ARPC5 AFF4 C1orf43 OBI1 RRAGB HOXA1 DDX3X DENND6A HOXA7 NPM1 QTRT2 TEF HOXA9 PCDHA10 PCED1A TADA1 EPB41 ARMT1 EIF4B HOXB4 LAMP1 ATF4 EIF4E HOXB7 HOXB5 PLCG2 CREBRF ZNF318 PTGES2 CDC14A UBXN6 UTY KDM6A HEXA OGDHL UCHL1 UBXN10 PAX6 FBXL19-AS1 PTMA ASPHD1 RMND1 AMDHD2 GPC3 GTF2A1 BOK HMOX1 SLC1A7 VPS16 IGF2BP1 ZCCHC7 NFX1 SIGMAR1 NRIP3 SHOC1 RAB3IL1 LEF1 PRKCG TOPORS MCM2 KRTCAP2 UBE2B KANSL1L ALDH3B1 EIF4G1 CUTA IGF2R ESRP2 COMMD3 TOM1 NUP62CL SEZ6L2 REXO2 CTSF SNX16 PPM1A TAC1 DEPDC7 TRIB1 RPA1 NPTX1 ILF3-DT LONRF3 POU3F2 CHD4 CEBPB B3GALT2 UBE4B NDUFA7 MICU1 SIRT1 VPS37B RPL13A BAX MTFP1 OPRD1 DYM AFP1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AFP1_Q6 UTS2 NOG VAPB BBX HOXD10 CITED1 BDNF FLI1 GRIN2B FOXF2 LAMTOR3 PSMA8 PELI2 MAP2K7 RAB21 INA PHOX2B ANKS1B NOL4L BARHL1 ZHX2 LIG3 PROX1 TBR1 TANK ZBTB18 BACE2 MIR9-1HG PDGFRA TMEM178A STC1 HAS2 LAMC1 C11orf24 MRPL48 SRSF8 HOATZ ITGA11 XK SFXN2 EPHB2 OTP IL17C IL1RAPL1 CDC42EP3 NKX2-2 PLAGL2 ASXL2 TECTA DVL2 LONRF2 KLF15 PMF1 HGF C2CD5 SHOX2 MLLT11 DLX2 EPHA7 DLX1 WIPI1 C10orf82 PKP4 JAZF1 MAP4 H3-3B JPH3 MYBPC1 MMP27 GPX1 PHF21A PPM1K SMC4 ZNF654 DNAJC11 SEMA3C SERTAD4 MYC SPINK6 NR2F1 ZNF281 C12orf75 KCNMA1 ADAM11 TPP1 ZNF143 MBD1 SOAT1 EPB41L3 CRLS1 CHRDL1 ANKRD28 XPR1 SERPINB2 ZMYND8 CDC42SE1 USP26 ECEL1 PART1 CPN1 CFB PCSK2 LRRTM3 CALCOCO1 USP34 AGL MTMR4 BRMS1L DTNA SPATA7 TTC12 JARID2 PDZRN4 B3GLCT BRS3 ELAVL2 CNPY2 CDH13 TEX15 HOMEZ FBLN2 RBFOX1 HERPUD2 NHLH2 ZNF462 DPYD LINC00173 WNT7A HTR2C DUSP6 STEAP1 ATP6AP2 LMO4 CNOT2 FGF12 ZIC1 RBFOX2 DMPK HOXC6 MYOCD PACSIN3 HOXC4 S1PR1 PUM2 TENM1 SLC4A4 RBMS1 EGFR PLEKHA6 SATB2 MYO3B ZFHX3 NR0B2 ARNTL TRERF1 CDIN1 HOXD9 MAP4K4 ROGDI DLL4 SIX1 SPTB C3AR1 STX7 TCEAL7 SIPA1 SOX4 DSCAML1 SESN3 HOXA1 MEIS2 HOXA4 ZEB2 GRPR LRFN5 ARHGDIB KIRREL3-AS3 AFF3 ATXN7L1 MCTP2 EPYC EFEMP1 FOXA1 SMG1 CACNA2D3 FOXP1 ANKRD39 DNAJB8 DSG4 ATF3 ADCYAP1 C11orf52 ZIC4 KCTD15 AARS2 HABP2 C6orf62 KIF2B PRRX1 ZNF202 GSX1 DMRTA1 HAUS4 GPC4 ACVR1B CAVIN2 PCBP1 SIAH3 RASL10B CNTNAP2 POLG2 WNK1 KIRREL3 EVA1A TENM3-AS1 SEC16B SCAI ESR1 C1orf116 ECT2 ARL3 HOXC10 TMEM71 SHKBP1 BTG4 KRT85 CTDSPL2 KRT84 ZFPM2 ABLIM1 IRX4 ING4 IRX6 EDA HS3ST5 RTN4RL1 NDUFB8 CALD1 MINK1 LRMDA ZFHX4 PALMD PCDHGC3 PRDM13 MSX2 C1QTNF3 CYP26B1 CCDC174 COL8A1 DCX FAM78A ERG DTX3 DPYSL3 CREB5 DPYSL2 GRHL3 ID2 SULF2 KCNN3 CDAN1 SULF1 NIPBL SP4 SLC18A2 IRF4 POFUT1 TIAF1 ALX4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ALX4_01 ZNRD2 KLK9 LMO3 ZNF532 ZBTB8A ZNF569 FAM89B COL2A1 IL6R TCF7L2 KCNK9 CCDC140 JUN HSD11B1 ZNF570 SNAP25 CTTTAAR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CTTTAAR_UNKNOWN MEF2C MEF2B CDIPT PPP2R5B HNRNPD OGN EPC1 CDH20 EPC2 DHX38 RPLP0 STAG3 PPP1R2B PDHA1 BORCS6 CDH23 CRTAM NSMCE3 NODAL MYH2 SIPA1L2 LIG3 KDM5C PROX1 HEXD SERPINF1 TAGLN PCYT2 SERBP1 PMP22 EIF2AK3 PPP2R3A DUSP10 CHCHD7 ARIH1 PFN2 DUSP14 PPP2R2B MED12 C19orf25 TECTA ESRRG CLUH PRPSAP1 NKAIN2 GNGT1 KCNQ1DN TSGA10 TSGA13 MAB21L1 RERE OPRM1 FGF5 FGF9 ELF4 DPP10 NBEA MECOM MAP1LC3A SNPH FOXB1 AMY2A MRPL2 RAP2A KDELR2 HYAL2 CERCAM PIK3C2B MGAT4C MMP17 TAOK1 CACNG3 MMP15 OGFOD1 ELMO2 KLHDC3 INHBA NAALAD2 CLIC3 EIF4A2 MINDY2 PLXDC2 EPB41L5 OGA WNT9B IRAG2 ALOX12 CSF3 MIA2 SCML1 ZNF367 ABI2 MKNK1 ZNF366 ZNF365 CIPC ARL6IP5 SORBS1 LRRTM4 STK40 FMO3 CALCOCO1 SERPINB10 ARMCX2 USP36 SYNRG PHLDA2 USP31 FOXD3 FAM27E5 ABCA10 MB21D2 CS IL9 AXL LMNA NTNG2 FAM169B CYP4V2 PHF12 LMX1A ETF1 MEF2D LYG2 NRAP JADE3 BNC2 JADE2 NSD3 TUBAL3 FOXE1 AMOT DUSP7 LRP5 IL2 GRIK3 LMO4 TGFB3 OTUB2 TGFB2 PACSIN3 PACSIN2 CDKN2C SND1 IL1B ZNF593 MAGI1 STIM2 TOPBP1 HLA-B YBX3 RNF133 ZNF516-DT EP300 TIMELESS PRCC SMARCA1 CCDC8 FBXO11 ABCA7 HDLBP MAMDC2 MAPKAPK3 MEIS1 NR2C2 ATF2 FBXW7 TCP10L3 TCP10L SMARCB1 TFEC FBXO44 EGF DNAJA2 SYT12 ABCB1 TPBG MEA1 FABP4 TMEM88 IKBKB IER2 E2F3 IER5 PTGES2 CDC14A CLDN6 HINT2 PAX3 PTMA SLC1A3 OSR2 CCN4 JMJD6 FAM117B NXPH1 SSBP4 SSBP3 GPR174 YIPF1 PCDH9 SLC7A10 GAN ARL4C IRF2BP1 ARL3 TSPAN3 KIF1B STXBP6 SHKBP1 KLF3-AS1 HOXC13 CA7 TBCC CLDN1 CA4 CNTN4 JMJD1C FKBP8 SNX15 ETHE1 FKBP3 EGLN3 ODAPH APLP2 APLP1 PMEPA1 COL9A1 TMPRSS15 PRRG2 C19orf73 NFATC4 MAF NOX3 DPH1 CEBPB TMEM163 CELF4 THOC6 PEX11B CUX1 SIDT2 HTN1 NELL2 FST EDN1 ZFP91 OR6C3 SEMA7A LIN28A CREB3L1 PELI2 PI16 MATN3 MIR22HG NR2C2AP ATRNL1 ADGRD1 EMX2 C2CD2L AP4M1 LUC7L3 PPARGC1A TGIF1 CCR7 SRPX2 PIAS4 CAMK4 MNT RAB15 HAS2 FBXL7 PRDM1 HAS3 BIN1 ZIM2 CHKA MACC1 TXNL4B PDIK1L TMEM241 XK SFXN2 KRT20 CALR RIMS2 BPNT2 OTP HNRNPA3 PRUNE1 DMD IDH1 STX10 KLF5 MLN TLCD3B GPR158 KLF8 AKTIP OR2A4 TP53BP1 FBXO2 LYPD1 CELSR2 TMED1 EPHA1 EPHA2 FOXG1 DLX1 RNF5 GRK5 KLF3 TTC23 JPH4 ZBTB33 PWWP3B GJA5 RFXANK EFHD1 ZDHHC3 FANCF SEMA3B SEMA3A AGPAT4 GOLGA5 AGPAT1 CCER1 CTBP2 KLHL25 MBD5 ARRDC3 SLC4A2 IGSF22 AMBN SLC26A6 GRM7 STEAP2 MAP3K13 NPPA MAP3K11 PPFIA2 PPFIA3 RAB3C FUT8 KLC2 EDEM1 NAMPT MFRP GJC1 DIDO1 ZFP36L1 COLGALT1 CSDE1 CDK16 KLC4 CYB561D1 GPM6A BCL11B MLLT6 ETV6 ETV5 GNRHR2 BCL9 JARID2 GRIA3 NLGN3 BIRC2 YWHAG MEOX1 C12orf50 GRIA1 ATP6V0A1 CAST MRPS34 SNCAIP SKIDA1 F2RL1 GDNF SLC25A21 TOP1 ATOH1 GATA6 ROBO1 PAPPA SLC25A23 OLIG1 PRKACA ATOH8 GABPB2 MIR137HG KAT6A S100A10 SMIM14 MIEF2 LBX1 MFGE8 ERICH6 MRPS18B OPHN1 CSTA AKAP1 STX5 EMP1 FXYD3 FXYD4 SSH3 KNCN NEDD8 RIOK1 REEP4 RBX1 FOXI2 SLC44A5 FOXQ1 BORCS5 RHOBTB2 STK38L TUG1 RFX4 EPYC RFX5 ITGA1 ITGA3 FOXP2 KCTD8 SALL3 SALL2 NEDD4 SALL1 SLC25A10 PHEX SAYSD1 OMG PLEKHA1 PRPH SLC5A4 MYPN PRKAG1 IRAG1 RUNX1T1 SYNPO2L IMMP2L RANGRF UBR4 ACTR1B YRDC POU4F2 LRRC36 MRTFA TNIP1 KIRREL3 CAMK1G HMBS PDPN PRKCG PEX5L PRKCE EML4 NUCB1 KIF19 EYA1 DMAC2 LIX1 CFL2 NREP RBM41 MDM1 AHCYL2 NEFM PPP4R1 IFT43 ERRFI1 CDK11A CDK11B POU2F1 SLC39A5 PIK3R3 GEN1 RFTN2 GPR107 GLRX CCDC71L MAP1B UBE4B QRICH1 NBL1 RPAP1 ADGRF1 KBTBD12 SLC9A9 SLC9A6 MASP1 CDK14 VSTM2L UBE2F HOXD12 STOML2 LINC02687 HOXD10 CITED1 CTNNB1 ACTG2 BRPF1 FAP TOX2 BHLHE41 MAP2K5 CNTLN CLCA3P RCOR1 COLEC10 DPAGT1 HMG20B PPP1R3A CTNNA3 SPAG8 NME3 SPAG7 ZBTB18 INO80 PHETA1 PRRT1 MED22 FLII RIPOR2 PELO ADAMTS5 AHCY PYROXD1 NAGS GNAI1 PPT2 ADCYAP1 ADRB3 USP49 MUSK PIR CLEC4D TCF4 CLEC3A MGAT4B GIT1 MGAT4A SZRD1 DVL3 TCF7 MACO1 PCDH10 PCDH18 KCNJ8 MAP2 NBPF11 ZNF219 SOBP RTN4 SEPHS1 ZBTB22 ALX1 KCNK12 SLMAP SERTAD4 ZBTB20 COQ8B TXNDC12 ZNF644 C12orf75 SRPK2 CLN3 EXOSC6 EXOSC7 LRRIQ3 PDE10A LRRC28 CATIP ZNF362 RRM2 KCNH7 GNB4 KCNH8 OTOA KCNH5 ZBTB7A SGMS2 PRR14 GPR63 FHL5 GNG11 MYCL NSRP1 TMCC1 HPSE2 PTK2B COL6A3 PLA2G12B ZMYM4 VASH1 HAPLN3 HROB TSHZ1 PPP1R10 FAM222B ELAVL2 ELAVL4 TTC17 MACROD2 ELOA NR5A2 TEKT4 ZMYM6 GFRA3 ASPN SLITRK2 FOXN3 GMPR2 XPO4 LYPD6 STK35 PDE3B TRMT9B BMP15 CNOT4 ZIC2 PRKAR2B LGR5 SLC2A4 SPINK7 SMARCD2 UNC5B CMTM4 KRT222 CHAT IGDCC3 PISD VSNL1 SIX1 BMP2K GPR50 LRATD1 DRD3 NT5C1A TLCD4 KCNA3 CCNG2 C1orf43 C8orf86 RCAN1 PDE6A TMEM38A GPR22 GPR21 RPL7 JUND TEK GRPR RPL7A PRIMA1 B4GALT1 AFF3 EPAS1 EPB41 DGLUCY SLC6A13 LMCD1 NIPA2 ARID3B HSP90AB1 SLC6A18 CACNA2D3 SHANK2 ANKH IDH3A NOSIP HIVEP3 HIVEP1 XPO7 CACNA1D CACNA1A ADAMTS6 SEL1L NDST3 NDST2 PEX5 NRGN FES VGF KRTAP13-2 IFRD1 GTF2A1 RHOB DLG3 PDE8A IP6K2 DLG1 TFIP11 TRPM3 PIF1 OTX2 PIP4K2A CDK8 KTN1 MBNL2 CDK7 POLR1G VAT1 VASP TRPM1 FAM13B PPM1E IGF2R AMER1 NCOA6 KRT85 UGT2B10 PATL1 DPF3 TYRP1 FGFBP3 NDP NR3C2 TSHB IVNS1ABP PRDM16 NAALADL2 C1QTNF7 PRDM13 MSX2 SKAP1 PRDM12 CHD2 INPP5F FEZF2 ODF1 DCX COL8A1 CHD4 PLP1 CREB5 DRG2 DPYSL2 ACTL6B RDH10 RASL11A DBP AKR1B1 MACROH2A2 ACE2 FEZ2 SLC36A2 AQP8 FAM20B GCAT SHH ALKBH5 ZNRF2 BDNF SRSF9 GIMAP1 H2AX CHRNA7 PITX2 DAB2IP OLFML1 HCFC1R1 PDYN TBR1 SRSF2 PCF11 ABRAXAS1 PDGFRA STC1 SRP72 ADD3 ENPP6 SLC2A13 FIP1L1 FOXO1 TMEM187 PXK TAGLN2 CDC37 ITGBL1 TSPAN31 CIBAR1 HOXA10 HNRNPLL GCNT1 NKX2-5 IL1RAPL1 SLC44A1 PLAG1 C11orf45 GCDH OSBPL9 IL1F10 SMAD6 SCD EN1 EN2 ECM2 CSRP3 PTPN12 PYM1 PORCN NKX6-1 RPS6KL1 TULP2 SFRP1 SFRP4 JAZF1 WDR49 SLC25A37 BMP5 COPS6 MITF ZNF710 ANKRD10 SLC25A48 ASH2L DNAJC14 ZFYVE9 SIK3 CALN1 LMOD1 NR2F2 PCGF1 DOCK11 MSL3 VCPKMT CCN1 INPPL1 FUNDC1 CTNNBIP1 ANKRD28 CHRDL1 SH3KBP1 UHRF1BP1 IKZF3 XKRX EHF CLDN11 SEC14L2 SUMO4 PLCL1 BCL9L HBP1 NIPAL2 BCAS3 ING2 RBM24 TBX3 MCF2 TBX2 NASP TBX4 DLG2 GOLPH3L AZIN1 ATP1A1 ATP1A2 MAPK10 POLR3C ERBIN PYGM ATP6V1E2 NEUROD1 PBX1 PBX3 C1orf122 NEUROD6 OPN3 CALM1 TOB1 GRPEL2 THRB FGF16 DERL1 CSPG4 ITPKC GDAP1L1 TLR7 ANKRD7 CBX6 PHOSPHO1 SPRED1 WDPCP DSCAM SATB1 SOCS2 FGF23 MEPE ERC1 TRERF1 WDR81 TNNT2 SLITRK1 SLITRK4 HOXD8 TIAL1 TMEM184B DCP1A CPD SLITRK6 ARPIN RNF19A WNT5A MYL1 ONECUT2 SOX5 TRRAP PAQR3 SRF SRC HOXA3 HOXA4 HECTD2 GALE RAB33A HOXB3 UBR3 CT55 LURAP1L HOXB7 NXN NCKAP5 HOXB8 OGFOD3 CPNE1 TAFA1 FPGT PNPLA6 HPS3 PRRX1 PRRX2 NFKBIZ DNAJC21 ACVR1C ARHGAP6 PLCB3 MCM7 ARHGAP5 TCP11L2 PAK4 PIGC SOX15 CALCRL PPP1R14C NKX2-1 PTH2R RABL6 NOL4 TENM3-AS1 MPP2 CNTNAP5 LDB3 LDB2 PIGR LCOR SMC6 NRL KPNA6 P3H2 NPVF PEG3 EMC2 NFIX GHDC TMEM150A SPTLC3 TCF7L1 SUDS3 AGBL2 SPRR2A CYP26B1 TNFRSF19 PLCD4 MSI2 LARP1 NAA50 ERF HMCN1 PRUNE2 NOL12 DTX1 TP63 GMFB RNF44 SON MTMR11 SLC6A5 ITPRIPL1 SUMF1 YPEL5 TIAF1 CYP2W1 CEBPDELTA_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBPDELTA_Q6 ITGB3BP S100A3 S100A9 HOXD12 RORA CITED2 BDNF FLI1 H2AZ1 BHLHE22 RARB FOXO3 ATP13A4 PI15 C7orf33 WNT10B STC2 SRSF1 PTPRN MIDEAS DCTN2 PRDM8 UNC13D SERPINF1 ZBTB18 JUN SCYL2 DOK3 MAPK9 STC1 RNF17 SRSF8 PTCH1 HOXA11 GRK2 SFXN2 CNOT1 ASB18 OTP ITGBL1 TAL2 ARIH1 ACE IL23A DMD LHX6 HNRNPH2 HNRNPH1 NR1H3 SLC44A1 GPD1 MMGT1 MAP2K3 IL1RN SMAD1 TNKS1BP1 BTLA NOTCH1 PLA2G4A TBC1D10B SEMA6D ECHDC2 MARCKS DNASE2B CHST15 MAB21L2 NNMT TSHZ3 GPR85 FOXA2 GLRA2 MITF CARMIL1 PTEN WBP1 ZFYVE9 ANKRD11 SPIB SEMA3A FCMR SDK1 FOSB ARRDC3 ANKRD22 CCND2 GRM7 ADK RIN1 G0S2 ORMDL2 NSD1 STX19 CER1 ZBTB10 IKZF2 NEO1 PDAP1 ZNF687 HSH2D GALK2 PCSK2 CFB COPS2 PDE1B SBSN NDUFA4L2 TLX2 ZNF428 DTNA TTC12 TBX6 DLGAP4 KRT25 PPP1R10 ITPR3 MID1 AAR2 GJB1 GLA RBFOX1 DTD2 NEUROD1 S1PR5 THRA TNNC2 LMO3 GABRB2 AMMECR1L VIPR2 PTGIR DAB1 HOXC4 WNT6 EGFR PLEKHA6 ARID1B RPH3A CDIN1 ZNF516-DT MRPS18B VAMP3 SPATA8 TTC25 LRATD2 ME3 TFE3 LINC00114 HDGF TIMP3 C2CD2 KCNS3 FBXW7 GPR22 HOXA3 ZEB2 SARNP DEFB1 DDX42 ZNF423 RC3H2 GABRA3 SYT11 EFEMP1 NR4A2 NEUROG1 NR4A1 CPS1 CACNA2D3 FOXP1 DOCK3 SREBF2 FOXP2 SLC25A35 SLC4A10 ATF3 HOXB8 ITGA5 NEDD4 CCDC47 FABP4 HOXB9 RBM39 DDX52 UBE2E2 SGIP1 KDM6A ARID4B TNS2 RAB3IP PAK6 GPC4 CDC42 WARS1 FOS RNF103 PCBP1 CAVIN2 SIAH3 RASL10B CNTNAP2 INTS5 BUD31 LINC00305 CLIP1 TRPM3 FAM24B CCNL1 IGFALS CDK6 HEPACAM MBNL2 MBNL1 KANK4 SLC7A11 LCOR ARL3 OSM FAM53C HOXC13 NREP ZADH2 PREPL DPF3 APEX2 USP9X UBALD2 PPM1A ABHD11 TAC1 PIPOX RPA3 TRIB1 GGPS1 CHD2 CAMKMT FAM91A1 FEZF2 GTF3C2 PIK3R1 NDUFA4 KLK9 CREB5 CELF4 SLC35C2 SPRR1B GAREM1 LIPG CEBPGAMMA_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBPGAMMA_Q6 MEF2C ITGB3BP SRP68 ZBTB32 RORB OPALIN WTAP HS2ST1 FLI1 GRIN2B RPLP0 WWP1 BHLHE22 CHRNA6 DDAH2 CDCA3 ANKS1B CNTLN BRAF RCOR2 PTPRG PDS5A MYH2 ZNF503 NAV3 HNF4G PPARGC1A LUC7L3 FARP1 FAM53B SPAG9 UXT UNC13D PDGFRA HSD11B1 STC1 ST18 PRDM1 UNC13B CASZ1 DAAM1 HESX1 ALKBH1 TCEAL8 LHX6 PABPC1 HTRA4 MN1 CDC42EP3 UBE2K KLF7 OSBPL9 CELF2 PYM1 PCDH18 SEMA6A DLX1 ELOA2 NTRK2 H3-3B DHX40 PDZK1 ZSCAN29 SOBP PLA2G4D NCKAP1L NRP2 SEPHS1 GNPNAT1 PRRT2 ARHGAP30 MITF PPARG GPLD1 WBP4 KCNJ13 OR9A4 RFX8 SERTAD4 ZBTB20 NR2F1 LINC00525 CTBP2 ZNF547 EGFL6 PPP4R3C SPATA18 SOAT1 GNAQ SERPINB2 G0S2 NSD1 PPFIA2 CAPS CSF2 USP5 SLC39A13 COL3A1 UGDH CXCL9 KIT DGKA NSRP1 TCEA3 PPP3CB ACSL4 PLBD1 VXN MARS1 BCAS1 IL3 TBX6 TUT1 GPBP1 TRAF3IP3 JARID2 PAK1IP1 PDZRN4 DLG2 SLC10A7 ELAVL2 NPR3 FZD2 MID1 FZD4 NRAS MNAT1 YWHAG PPP1R8 NSD3 RBM18 KCNF1 C1orf122 E2F8 CTNNAL1 SLITRK2 FOXN3 SKIDA1 LMO3 LMO4 EIF5 TTL IL10 CTNNBL1 CSNK2A2 PACSIN3 AAK1 SELENOF TFAP2D TASOR SCAMP3 NCALD ACTN3 TRERF1 CDKL5 RTL9 PSMA1 ZNF516-DT SMARCE1 LSAMP SLC38A1 CSNK1G3 SCP2D1 SYT16 KCNA1 SSH2 PTK7 PAQR9 PTK2 GPR22 HOXA3 HOXA4 ALB NPM3 HOXA9 LRR1 CRACDL ENTPD1 NOVA1 ATL2 PROKR2 GABRA1 B4GALT2 DMP1 SLIRP CASC2 MRRF FOXP2 HOXB3 SALL3 CDKN1B HOXB2 NEDD4 SALL1 ARL4C CPNE1 ADPGK SHISA6 TMPO SST HABP2 METAP2 KIF2B NDST2 PRKAG1 NR6A1 FES RUNX1T1 KCNQ5 TRIM8 POU5F1 YRDC ADAMTSL2 MGLL OIT3 RTL3 IMPDH1 PTH2R PTCHD4 SOX14 GPR18 CYCS LEAP2 LDB2 CDK6 FAM83H PURA EYA1 PHYKPL WDR64 JMJD1C HS3ST5 CRLF3 CAMK2G PPP1R12B TAC4 PRDM13 ALDH1A2 MOAP1 RASGRP3 CDK11A CDK11B GSTO2 CHD5 SCG2 ZDHHC24 PRUNE2 ADARB2 NF1 DRG1 CREB5 LBX2-AS1 RALGDS SLC6A5 NIPBL SP6 ID4 SP8 TIAF1 CRX_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/CRX_Q4 MOCOS DLC1 AJUBA HMGN2 LTBP1 ATP1B3 GDF7 PGF STAT5B LYPD2 LEMD1 RORA HOXD10 ADGRL2 GRIN2B ITPRID1 LIN28A BHLHE22 GRID2 TIGD2 ABI3BP INTS12 PITX1 PITX2 FAM122A ACAA2 ATRNL1 CNTLN MDGA1 NOL4L LIFR DCTN1 ZBTB18 SLC9B2 ZNF384 ZNF385A TSC22D1 CHORDC1 RALGPS2 ERBB4 HOATZ CDK2AP2 BDKRB1 ESM1 RIMS1 KRT24 EGFLAM DMD MAML3 HNF1A KRT2 MN1 NR1H4 GUCY2F TCF7 MTMR10 CYRIB ESRRG CLUH TKT NKX6-1 GUCY2D B3GALT5-AS1 FOXG1 TULP1 NOTCH2 SYNE1 ETS2 ECHDC2 TRIML1 MAB21L1 FGF7 GLRA1 CPEB4 TRMT10A SPTSSB KCNIP2 RTN2 GPX1 C10orf71 ZBTB20 MIER1 FOXB1 FNDC9 NR2F1 ZNF281 SRPK2 CTBP2 LRIT1 H1-2 TMEM35A EGFL6 MBD6 TLE4 FLNC PROK2 PNPLA3 SOGA1 GNB3 KCNH2 CYP2F1 C5 TMUB2 NDUFAF3 NEO1 POLR2A CFB MIP ZFP36L2 PCSK1 LRRTM4 CKMT1B BCL11A TLX3 USP34 TRIP10 ETV5 VXN AGA SOAT2 FLRT1 CYTH2 GPBP1 NOS1 JARID2 NLGN1 FZD4 RPS6KA3 MEOX2 C12orf50 BNC2 EFHB ZBTB4 DPYD ATP6V0A4 ABCC6 CRYGS CLMP LMO3 SLC6A20 FGF14 WNT3A BTRC ACKR3 CASK NR2E1 CNOT4 DMPK HOXC6 SAMD11 CDKN2C HOXC4 HOXC5 DAP ROBO3 WNT6 CARTPT SATB1 UPRT SATB2 MYO3B SIX3 HRK PDE4D FIBCD1 SLITRK1 TNNT1 NAA60 IGSF3 RPRML ASCL4 DIP2B ADAMTSL1 KCNA1 UBAP2L MEIS1 LLGL2 GPR21 HOXA3 PPM1N SARNP OTOP3 H4C3 CLASP1 ENTPD1 ANGPTL2 RUNX3 MCTP2 FOXA1 EFS RAB33A CACNA2D4 HOXB3 POLD4 DSG4 TNFSF11 SLC13A4 RBM39 MERTK SST C6orf62 BMI1 SLC5A2 E2F3 POU6F2 PRKAG1 UBXN10 NR6A1 PRRX1 HR PAX6 KRTAP13-3 AMMECR1 PAX7 SLC1A7 DLG4 SOX15 RAX SSBP2 TENM3-AS1 NRXN3 LDB2 DMRT2 GJD2 VASP PURA ACADVL EYA4 NCOA2 DEF6 ZPBP2 AMER1 BTG4 KHSRP CLDN2 JMJD1C PTMS GAP43 ABLIM1 TYRP1 IRX5 NFIX PCDHGC3 TCF7L2 RPA3 MSX2 PRDM13 MOAP1 LINC01565 CHD2 KRT3 KRT4 NOTCH2NLA DNAI4 CAMK2A DALRD3 AMHR2 ERG AKIRIN2 TNFSF4 GSTCD MSH5 SLC12A5 FRMPD2 CREB5 MEPCE ID2 MED13 SLC6A5 NIPBL ANXA11 ARHGAP35 TMEM126B TEX2 DBP_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/DBP_Q6 ITGB3BP VSIG2 SYNCRIP ITSN2 OPALIN MXI1 SLC35A2 BPIFB2 RAB1A BTK DDX17 CRY2 GRIN2B SFSWAP BTBD3 PLA2G1B MACROH2A1 DHX30 ROS1 PRMT3 BHLHE41 TYRO3 ARHGEF38 DAB2IP MATN4 RARG ANKS1B PTPRG RXRB BARHL1 TSR1 PPARGC1A TGIF1 MIDEAS ADAMTS9 UNC13D DHX29 KRT17 ATP2C1 EFNA5 EPS8L2 SLC2A12 ZC3H10 PTCH1 ITGA10 CDK2AP2 SLC29A1 TCF21 ZBTB37 ANKRD30BP2 DMD STX17 CLEC4D MN1 IL1RAPL1 PLAG1 MGAT4B KLF7 MACO1 PLXNA2 MYOZ2 MCAM PCDH17 DCHS1 FAM13C ITIH6 SEMA6A EPHA7 ARHGAP44 SMURF1 FCGBP RERE KLF3 PDZD2 TSHZ3 JPH4 ZNF385B ELF4 ATP5F1B GLRA2 MITF GPLD1 CD151 NAP1L5 SORBS2 SPIB SERPINA1 MAGEH1 SRPK2 ATP11AUN ZNF282 ATP4A PCDH11Y PCDH11X TNMD TLE4 SERINC2 ZNF334 ADTRP RPL41 GIPR ORMDL3 GANAB KCNIP3 USP5 SCML1 CPN1 MYCL GALK2 LIN54 NR1D1 GPM6A KIRREL1 FAM214B GBX2 FOXN3 FOXD3 HAPLN1 TBXAS1 JARID2 NLK DLG2 MID1 ITPR3 C11orf53 RBFOX1 SVIL ORAI3 UBA1 NEUROD2 DENND2D CCDC30 GFRA1 C1orf122 LUC7L TOB1 DUSP6 SLITRK2 RPF2P1 GRIK1 LMO3 IL18 MORF4L2 RPS27L ITPKB TAPBP OLFML3 PACSIN3 ANK2 PUM2 OLIG2 KMT2D SUN5 IGSF9B SCUBE1 SLC25A51 RELCH MAP4K5 ARRB2 NAA60 VSNL1 SMARCA2 SNX9 DRD3 KRT36 SOX4 TIMP4 NMRK1 RBPJL FBXW7 HOXA2 HOXA3 KRT31 ZEB2 MAP11 TSSK3 GRPR HECTD2 TFDP2 AUTS2 MNS1 SFTPC THAP11 DNAJA3 AFF3 GPRIN3 SPPL2A NR4A3 FOXP2 KCTD6 EBF2 ZIC5 SLC13A1 FABP1 RFX3 GARRE1 BEND6 SLC25A16 MTREX MYLK TAFA2 E2F1 SLC5A3 E2F3 SOX21 ARID4A IMP3 PAX2 JADE1 CD96 ITIH1 GPC6 GOPC YRDC LRRFIP2 KCNQ1 MICALL2 EVA1A SOX14 OTC OTX2 IGFALS PCDH9 PCDH8 MBNL2 MBNL1 UBE2H PURA CHST1 FAM53C BTG1 KLF3-AS1 ERICH5 ESRP2 RBM47 CA3 ENHO SEZ6 PPP2R2A CALCR COLGALT2 UBALD2 CALD1 TNFRSF8 NFIX TRIB1 SKAP1 ACAN NFAT5 SLC39A7 GPSM2 MSI2 FEZF2 GFI1 SCAF11 CNN1 ERG HS3ST3A1 CD93 TPMT TAB3 SLC6A9 DCDC1 CRACR2B NFIA EFC_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/EFC_Q6 HMGN3 AGO1 HM13 ZBTB48 CDX4 HNRNPF LSM6 STAT5B PTPN22 SYT6 GRIN3A FUZ CITED2 HS2ST1 MAGED1 NONO DDX17 BDNF SIN3A GBF1 BTBD3 MED25 PHTF1 DHX30 MRPL32 TBPL1 LRRC8A MIR22HG EFNB3 RPP21 RREB1 BARHL2 STRN4 RAD9A C2CD2L TAOK2 IFT46 CDK20 HES1 ST13 OMA1 PRRT1 TSC22D1 PTCH1 NEK2 TDRD7 HOXA11 PPT2 WARS2 BCL2L2 BCL2L1 VIT SEMA5B CD68 CD69 DMD HOXA10 HNRNPH2 NUDC SASH1 XPNPEP3 CRIP2 TP53BP1 ALMS1 CELSR2 ZC3H11A EN2 UBE2L3 PCDH17 GGN TNKS1BP1 KCNQ1DN NTRK1 ETS2 SECISBP2L CEP41 BMP5 PDZD4 BMP6 KLF3 SOBP COPS5 FGF9 MITF ZNF710 INSRR WHRN FERD3L FAM160A2 CCDC13 CCDC22 HAMP CAMKV SNPH USP12 APOBEC4 COQ8B VSIG1 SLC22A8 DYDC2 FOSB FAM167A OTUD7B PDCL2 SENP1 CCND2 RRM1 ZMYND8 HELZ2 SERPINB3 TCTN3 ENKUR ARL4A SLC39A12 ABI2 PIK3R5 ZFP36L1 MYCLP1 RPL32 PDE1A PPP3CB KCNE1 RUSC1-AS1 C10orf53 BCL6 GALNT14 FOXD3 FLRT1 SELENOO NOS1 ZC4H2 ANKRD45 PDZRN4 NLGN3 GOLPH3L ELAVL4 TTC16 YWHAE YWHAG GLA BNC2 JADE2 ORAI3 NEUROD2 THRA LMO3 STK36 BTRC MORF4L2 GRIK5 ELAPOR1 PARP6 TCEAL1 RGL1 CBX6 KLHL1 HOXC6 TBC1D16 EBNA1BP2 RNF141 PACSIN2 HOXC4 SELENOF VEGFA SLC4A2 ROBO3 CFAP57 MIEF2 CARS1 IRS2 MTA2 STMN4 ARID1A FIBCD1 WDR81 PSMA2 CCDC6 IGSF8 SIX1 HOXD4 RNF25 DDX31 FAM131A AKAP1 TMEM209 TRIM39 ASCL4 EDC4 KCNA2 KCNA1 SOX2 BMPR2 ARPC5 KCNRG FXYD6 GPR22 MEIS2 HOXA3 PDE6D BLOC1S2 HOXA4 ITGB8 PPIL4 PCYT1A PCYT1B FKRP XPOT RFX4 MET ARMC3 UBL4B SHANK1 REM2 CACNA2D3 DIO3 SLC7A1 EBF2 HOXB6 THNSL1 CACNA1D PRRX1 PAX6 TNS2 RUNX1T1 ACER3 ELMOD1 PAK6 OSR2 NDUFS4 SLK ZNF407 CDK19 MSMB GPR162 KIRREL2 MT4 CCDC60 TM9SF1 LDB2 EYA1 PSD KLF3-AS1 NCOA5 BTG4 PPME1 KDM3A C12orf57 NRGN PNKD AP1M1 DNAH9 CEP95 LRMDA DPY30 PRDM12 PSMF1 NPAS3 CYP26B1 GTF3C1 CAMK2A SCNN1A DIPK2B GTF3C4 AMHR2 GPR119 B3GALT2 MAP1A DPYSL5 SMAP2 QRICH1 GDPD2 SLC17A6 KCNN3 KRT79 FAF1 FOXM1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOXM1_01 MEF2C ATP1B1 JAKMIP2 EFNA1 PRR35 FSTL3 SYNCRIP FSTL1 PRMT6 GAB2 FAU RARB STRIP1 PITX1 MAP2K6 PITX2 PI15 LRRC41 OLFML1 NUDT13 MDGA1 SLF2 HNF4G LUC7L3 PPARGC1A CTNNA3 PIAS3 HSD11B1 MRPL49 SUPT6H ZBTB41 CHCHD7 KCNJ3 NPHP3 TMEM86A LHX1 DMD PABPC1 AMD1 MN1 SREK1 PLAG1 COLCA1 KLF14 ZC3H11A PCDH17 EPHA1 RALYL TNKS1BP1 FOXG1 DLX1 DMRTC2 TCTA TRIML2 DLX5 DNASE2B MAB21L1 CEP41 PDZK1 TCF12 RTN4 FOXA3 MITF TBX20 LRRC19 YBX2 SLC24A4 CCDC91 ZBTB20 SEMA3A LMOD3 COQ8B ATP5PD NR2F1 SYMPK ASTN1 ZNF547 TMEM255A ANP32E MBD6 CSRNP2 TLE4 LENG9 ARHGEF11 GRM3 NPPC ORMDL2 SRCAP ABTB2 COL3A1 ABHD4 GPR65 RTKN NHLRC1 BCL6 DCAF6 SNAP25 C14orf119 MARS1 JARID2 MYF5 B3GLCT SLC10A7 CCP110 ELAVL4 SGTB STAT3 ASIC1 P2RY10 LRP1 MEOX2 PSMD11 C12orf50 GSK3A BNC2 C12orf66 G2E3 NEUROD1 NHLH2 CHN2 NLN LRP2 OGG1 CDH10 LRP5 GFRA3 RALY MTSS1 CRYGS TMEM192 LMO3 LMO4 TGFB3 ITPKC KLHL2 CDKN2C HOXC4 HOXC5 PUM1 SLC4A2 TRMT112 ACIN1 ATOH7 MTUS1 LBX1 MADD CHODL CDKL5 DDIT3 NCAM1 NCAM2 SLITRK1 MACROD1 HNRNPA0 RASGRF1 LSAMP VSNL1 OPHN1 STMN1 EMP3 FXYD3 KCNA2 CNIH2 SSH2 SOX5 PTK7 HOXA3 MEIS2 HOXA7 SARNP ATAD3C ARHGDIB SDF2 ACMSD NEUROG1 BFSP2 FOXP2 SALL3 P2RX7 SLC4A10 CDKN1B DIO2 EBF2 HOXB6 LMTK2 HDAC9 FABP7 TAFA1 PCSK1N PRKAG1 PAX6 PRDX5 FBXL19-AS1 CTCF VGF RUNX1T1 VN1R3 RNF19B SIAH3 RHOA NRG2 PTH2R IP6K2 ARHGAP9 KHDRBS1 PCDH9 CARMIL3 GJD2 LCOR PRRC2C C2orf27A STXBP6 UQCRH CNTN2 CLDN2 PATL1 CASQ2 CIITA FGFBP3 ATP5MC2 ALDH1A2 RGS12 NPTX2 POU3F4 NFATC4 TGM7 GEN1 BRINP3 TMEM184A CRIM1 EHD4 MAF HMCN1 DCHS2 MRFAP1 NCDN CEP120 DPYSL3 CREB5 ISL1 CDC25C C1orf87 CELF4 SP1 RSKR IRF2 EBF1 LYPD4 FXR_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/FXR_Q3 AKNA SLITRK2 OCLN MAP3K20 LINC00671 FGF14 AMMECR1L LMO3 GRIK3 TNFSF15 POLR3GL STOML2 WNK4 ZIC1 NR2E1 HOXC6 APP MOS VEGFA ATOH7 RUNDC3A PIK3CG MIR22HG SATB1 STC2 KIF5A NR0B2 IL21 WDR81 OR4D5 NBR2 RNF133 VASN ATP5F1C ATAD5 HSPB2 HAS2 IL20RB VAMP2 IBSP SYT17 CPSF7 FBRS PRSS36 OTP MEIS2 MACF1 LHX1 DMD FBXO9 GUCY2F KIF3B EFEMP2 MET KLF14 ABCG4 BRCA1 NTRK3 SLC4A11 PENK ZIC4 THNSL2 PRSS50 KCTD15 BMP5 C6orf62 FABP6 TRMT10A GSX1 FES SDHAF2 ZBED5 NUDCD1 SV2A ITIH3 VCPKMT NR2F1 NRIP3 R3HDM1 EGR2 PTCHD4 MICAL2 OTX2 PCDH7 KLF9 C8A ATXN1 G6PC EYA1 GNB2 AAMP ORMDL3 PNKD CCDC24 FUT8 SPOCK2 TMEM263 FHL3 KIN TRIB1 C1QTNF7 NPTX2 PDE1A FEZF2 IL2RG MLLT6 NFATC1 ADO SWAP70 UBL3 ITPR1 SP6 BAMBI WDR20 GATA4_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA4_Q3 SCN3A PPP2R5C FST HIRA SLC35A1 DDX17 ATP2B3 ATP2B4 MYOT SOSTDC1 STAG2 PI15 ADGRL1 CRYAB LIFR TMEM164 PIM2 MIDEAS PPARGC1A FAM53B PCF11 ZBTB18 LHFPL1 MIR9-1HG CXCR5 TMEM178A STC1 SLTM PNMA1 COA3 SRSF8 RTKN2 ARF6 ATP12A CHCHD7 LIF PPP1R3D DMD LHX4 ADGRB2 ALDH4A1 LHX6 AMD1 PLAGL2 SREK1 PLAG1 BMP4 TRPC5 SMAD6 ESRRG PLXNA2 ZNF521 PYM1 RGS1 ETS1 TMOD3 MFSD14B CPLANE1 MARCKSL1 NRP1 RBM14 EVX1 CPEB4 CLDND2 NFKB2 LNPEP GPX1 PHF21A ZNF654 WFIKKN2 HHIP SEMA3A MYB NR2F2 ARHGEF2 FCRLA EGFL7 POLR1A SF1 LENG9 GRM1 RIBC2 B4GALNT1 ANKRD28 PSEN1 SLC26A9 TOMM20 NPPB SNX20 LYVE1 GPHA2 RAPGEFL1 CXCL5 NNAT IKZF2 TMEM100 ZNF366 CXCL6 DGKA FSBP LRRTM4 LRRTM3 FCGR1A BCL6 ETFB FOXD3 IL4 NOS1 JARID2 COL15A1 DLG2 ELAVL2 CCDC138 CAPN1 MID2 YWHAG CNTF SLC16A6 C12orf50 BNC2 PLSCR3 JADE2 CHN2 AMOT ZNF462 HTR2B TOB1 SLC8A3 LIX1L SMC1B LMO2 MAP3K20 LMO3 FGF16 ZIC1 IL10 OLIG3 HOXC4 TPT1 SLC25A28 TFAP2D LBX1 BICDL1 SCUBE1 ACTN1 FGF23 PDE4D TRERF1 CARF PA2G4 MRPS18B SMARCE1 DLL4 HOXD3 HSPB2 AKAP6 ASB3 SOX2 SOX5 FAM217B CXXC5 MEIS1 RASAL2 HOXA3 GPR21 MEIS2 ZEB2 CNR1 OVOL1 HOXA7 TFDP2 AUTS2 PCYT1B UBE2D1 KRIT1 RFX5 NEUROG2 CCM2L FOXP2 LAMTOR1 DSG4 HOXB2 ZIC4 TMEM88 TMEM154 C6orf62 GPR173 TNRC6A FNBP1L E2F3 TLN1 TSHZ2 PRKAG1 HINT1 POU6F2 PIP5K1B PCDHGA5 VGF HMGN5 RUNX1T1 KCNQ4 MAZ SEPTIN9 GTF2A1 GPC6 POU4F2 VPS11 SLCO5A1 NKX2-1 ERLEC1 RHOG SSBP3 EGR3 KLHDC8B PARP8 OTX2 MBNL1 NEXN ALK ECT2 TEX9 PURA SH2D3C TMEM71 HOXC11 BTG2 LIX1 CHRM1 PTMS CNTD1 PTCD3 WNT16 NDP CTNND1 TCF7L2 LINC01101 MYRF ARPP21 LSM12 TNFRSF19 NEDD4L VEGFD ERF CREB3 CBL BEND4 CELF4 DNAH17 ID2 SP6 EBF1 POFUT1 CSN2 GCM_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_Q2 GDF1 PPP2R5B MORF4 XRCC1 MAGED1 BDNF MYOT LTB4R PITX3 STAG2 PTPRJ WNT10B PLD1 BARHL1 EMX2 ZHX2 DCUN1D3 KAT5 TMEM25 BTBD9 PPARGC1B SRSF2 UHRF2 COLQ PCYT2 CATSPER3 CORO6 MIR9-1HG FCHSD2 MNT STC1 PRDM1 EXT1 TSC22D1 ADD3 NIPAL3 DCANP1 GNL3LP1 DAAM1 KCNJ1 TPI1 ADGRB3 LHX6 FBXO9 SLC44A1 SPOP PLAGL2 KLF5 KLF12 SMAD6 L3MBTL1 LRRFIP1 RALYL EPHA2 WWC1 RBPJ NTRK1 ETS2 NTRK2 LYRM1 H3-3B CCNT2 GLRA1 RBM14 C16orf72 MITF SORBS2 KCNJ13 EIF1 ANKRD17 RIMKLA ANKRD11 CHST11 SEMA3D CHRFAM7A CCN1 SRPK2 TLNRD1 TAOK1 CSRNP2 OVOL2 COL25A1 ELMO3 DERL3 DOK1 ZNF362 C20orf203 KCNH6 GNAS CRYBG2 REPS1 HSD3B7 SCML1 COL2A1 EPB41L4B ZNF32 FNDC7 LINC00649 LIN54 TTPAL LRRTM1 ARMCX3 VMP1 BRMS1L MLLT3 NLK FAM222B NLGN3 DUSP5 PSMD12 GRIA1 BLVRB NEUROD1 SELENOI HTR2C PTRH2 CAST BCAM KCNC3 THRA PDGFB MMP9 RASGEF1B KNTC1 RBM5 FGF11 TGFB3 ANKRD1 MKRN4P NR2E1 VCAN FAM135B OLIG3 SMARCD2 CDKN2C GATA6 LGI1 KAT7 CHAT RBMS1 RELA MAGI1 CNBP OR2K2 YTHDF2 ARID1A VAX1 HCST ELL2 MAP4K3 TNNT2 ZNF516-DT RASGRF1 DLL4 HOXD4 SIX1 PIEZO1 SLITRK5 MFAP5 WNT5A TLCD4 CX3CL1 RSRC2 SESN3 UBE2D3 DENND6A ANGPTL1 SLC30A2 TRAF4 DIS3L2 MSANTD2 KRTAP8-1 TAF5 SLC6A12 KCNB1 EFEMP2 SPTBN4 SLC6A13 FOXP4 POLD4 CERS1 ADRA1B CACNA1G SCMH1 NFKBID GRB7 C6orf62 DNAJB5 CADM2 BMI1 E2F3 APOLD1 ILDR2 NTN5 JADE1 HEY1 TRIM8 PCBP4 NUDCD1 PCBP2 ZP1 LOXL3 NRG2 NOL4 SRRM4 MPP6 MBNL1 GJD2 PURA PSD PANK1 TBCC RBM47 NCOA6 KDM3B ENHO PTCHD1 KPNA1 GAP43 USP9X TPM2 APLP2 TCF7L1 GPR3 DCT IGF1R HFM1 CHD5 FAM78A BAHD1 CNNM2 JOSD2 GNAO1 B3GALT2 SLC12A4 AMPD2 VWF CELF6 PPP1R9B PNOC SPEG NIPBL LPCAT3 TBL1X POFUT1 HNF4ALPHA_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF4ALPHA_Q6 N6AMT1 C1orf210 NOG SLC9A6 LINC00671 PPP2R5D STOML2 HNRNPR MXI1 USP51 ZNF804A CITED2 SRSF6 ADGRL2 CCDC88B GBF1 AGPS BTBD3 RAPGEF4 SAP30L STAG2 FAM122A F12 RPP21 RREB1 BARHL2 KDM5C BSDC1 PPARGC1A GCC2 MARK2 GPAT4 PHLDB3 PDGFRA PRDM1 TSC22D1 NEK6 CDK5R1 ERBB3 RBP2 CSRNP1 CHCHD7 OCRL ARFGEF2 MLEC PLAGL1 PFN1 LHX1 ADGRB2 GYS2 HNF1B HNF1A ZNF70 UBE2K PLAG1 TCF7 S100A16 ABR TRPC5 MAP2K3 TP53BP1 CLUH S100A14 GGN GART SEMA6A CCDC65 SMYD5 SUPT16H TMOD2 DNAJC22 NUTF2 GRK5 PDZD3 MAB21L2 PDZK1 CLCN5 SLC9A1 RTN4 PPARA SCHIP1 ZBTB33 GPR85 NRP1 HCAR1 MITF CCDC71 ANPEP KCNIP2 RTN2 KCNK10 ZBTB20 SELENOP NR2F2 MAGEH1 GOLGA4 ZFYVE1 NR2F1 RMDN3 PRG4 TLE1 COL25A1 PDIA4 ATL1 OTUD7B SLIT3 SLC26A6 G6PC DACT1 INHBC SRGAP1 MAP3K11 ZNF485 RAB3D CCR1 ZBTB12 CXCL9 MLF2 PID1 CDK16 LRRTM3 PEX16 PLA2G12B USP37 CNOT9 NDUFA4L2 DCAF6 MYF6 NAA20 LMX1B MAPK10 FZD7 PCK1 DUSP3 RBFOX1 JADE2 LRRN1 HPGD ABCC6 PRPF4B MAP3K20 PDGFB C17orf102 LMO3 IER5L FGF16 FGF10 GDNF SLC7A7 VCL HOXC6 CSNK2A2 TTR PACSIN1 SMARCD2 HOXC4 GATA4 RBMS3 STK39 LINS1 RBMS1 PABPN1 SATB1 ACTN3 SLC25A51 CDKL5 TAOK3 RELCH HHEX RBPMS TIMELESS TIAL1 HOXD3 SHF GPR52 ASB7 FXYD1 PODN SSH2 TMEM132E CNTFR LLGL1 NR2C1 TMEM120A HOXA2 DENND6A CCDC80 TEF RHOBTB1 PLLP SLC30A2 LRFN3 NOVA1 TRAF4 DNAJA2 ZNF792 DOCK7 NR4A3 LHPP DOCK3 MTTP PPIA HOXB6 HOXB9 KRTAP19-6 TAFA1 CADM2 MSRB1 KYNU SEC24B NDST2 PNPLA2 PAX6 ZCWPW1 PRRX2 VGF SPRY4 RNF103 PAK4 PCBP1 PAX7 PTH1R ESAM TREH FOSL1 CFI CNTN6 CDK8 SEC16B MPP5 LEAP2 PCDH7 LCOR PURA EIF4G1 DHRS3 CUTA ESRP2 ATXN7L2 KRT85 MREG FKBP5 CLCNKA LYSMD1 HAT1 DCN TPM1 PIPOX SETD2 PMEPA1 PLPPR1 N4BP1 FAM91A1 SCNM1 SLC39A5 GTF3C2 DIPK2B MAF SPACA6 FAM170A ZDHHC24 NCDN ARHGAP33 PAPLN MEPCE XPNPEP2 SON OSTC TARS3 PDC MYLPF CYTAGCAAY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/CYTAGCAAY_UNKNOWN HRAS TUSC3 HM13 GMPR2 GABRB3 GRIK2 PASK GRIK5 RASGEF1A XRCC1 CBX6 TBC1D16 ACBD3 RAVER1 LRRC56 MED25 DNAJC1 LINS1 SCAMP4 TBPL1 KMT2D ADAT3 EFNB3 RBM14 SCN2A STRN4 TAOK2 MARK3 TRERF1 CDKL5 DCTN1 FAM53B IL20 CDK20 SLITRK1 NME5 PRDM4 EIF2S1 RNF138 CPD SRP72 TSC22D1 ASB7 TTC25 MDH1 SDE2 PTCH1 FGR APOO HMGCS1 DNAL1 NEDD9 AKAP13 DSCAML1 NEDD8 REEP4 CCNG2 CXorf58 TPGS1 PDE6C ITGB8 TMEM53 PACRG RHOBTB2 PPP1R32 FKRP NKX2-2 DIS3L2 GABARAPL2 KIF3B DYNLL1 ARMC3 ALMS1 CPXCR1 C2orf73 HSPBP1 SALL2 CCDC65 RGS6 GET3 DNAJB4 CACNA1D DNAL4 TNRC6A CDC14A TTLL4 TMEM95 GOLGA2P7 SDCBP2 DZANK1 TMEM62 DYNLRB2 SLC25A3 TMEM190 COQ8B KCNMA1 FILIP1 SPATA18 FOSB ZFR ATP6V1D MXD4 C5orf15 GRM3 KIF6 LRRC46 UBB NRGN PNKD ARL4A USP30 AP1M1 IQCA1 ZNF365 DNAH7 TPCN1 SEC14L1 TPPP3 CFAP69 MRPL10 LINC00649 FAM76A PRRG2 PDE1A CEP164 PIK3R4 UBE2O SPATA7 FKBPL POLR3F JOSD2 TBATA POLR3H HSPG2 ANXA1 PRKN NPR3 TTC16 ATRX MGST3 CNTF PPP1R7 CUX1 TOM1L2 SLC6A8 IQCD DRC3 CCDC81 PES1 LRP2 PYGB HNF6_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF6_Q6 MEF2C MSTN EDN1 STOML2 SYT6 HOXD10 ADGRL2 RARB BHLHE41 PITX1 TWIST1 PHOX2B GRIN2A ZHX2 HNF4G PREX2 DCTN1 BBOF1 GPBAR1 PDGFRA TDRD5 HOXA11 ESM1 CHCHD7 DAAM1 OTP CD68 PFN2 NECAB3 ZDHHC9 ADGRB3 MN1 IL1RAPL1 TECTA PLAG1 NTF3 ZC3H11A PCDH17 DLX2 FNBP4 JAZF1 PRR34 PDZK1 MAB21L2 RERE PDZD2 TSHZ3 JPH4 GPR85 FGF8 KCNAB1 ZNF532 MITF SPINK1 FAM83F SH2D1A AP1S2 CALN1 SEMA3A AGPAT4 SRPK2 TPP1 POGZ HERC4 TLE4 TLE1 COL25A1 ARHGEF12 ARRDC3 GRM3 ANKRD28 CCND2 XPR1 NUP107 NSD1 ABI1 TSPAN33 CLDN14 NPR3 DGKG BCL11B HBP1 MTMR6 HTR3B ETV4 FLRT3 ING2 MAT2A JARID2 ZC4H2 LRRN3 PDZRN4 TTC17 SGTB STAT3 NRAS CDH16 BNC2 RBFOX1 NEUROD2 CHN2 NHLH2 NLN HNRNPA2B1 BAMBI OGG1 C1orf122 CDH10 TOB2 VLDLR TOB1 CAST THRA GRIK2 LMO4 CBX3 ANKRD1 ZIC1 ZIC3 KLHL1 HOXC6 TTR DAB2 HOXC4 FFAR2 TRMT112 MTUS1 MROH2B MIR137HG NMNAT3 LBX1 CA10 OR2K2 ZNF711 PPP1CB CNBD1 SLITRK1 CADM1 SIX1 FBXO11 GAL3ST4 CCL2 SSH3 SIPA1 AK8 CCDC88A CSMD3 SOX4 NR2C2 HOXA3 RUNX1 NOVA1 HCN1 GABARAPL2 NEUROG1 UCKL1 CACNA2D3 RCAN2 SLC25A13 ZPLD1 SALL1 EBF2 ZIC4 GTF2F2 LMTK2 PRICKLE2 CPNE1 FABP4 HOXB9 KCTD15 TMEM88 TAFA1 SST HABP2 C6orf62 SGIP1 NDST4 CLSTN2 TSHZ2 PRDX5 GSX1 PAX3 RAI2 C18orf25 ORC4 PAX9 SIAH3 PAX8 YRDC POU4F2 NRG1 IGF2BP1 HDX LTA WNK1 EPN3 OTX2 ATP6V1H MBNL1 NEK11 TSPAN6 INPP4B S100PBP CNTN4 WASL TNF LRMDA UNG ARL6IP1 NFIX CDH6 PRDM13 PLPPR1 CDH9 POU2F1 CHD2 GEN1 PIK3R1 GUCA1C GNAO1 SLC12A2 BMT2 COL13A1 SPACA9 HSD17B14 ZNF827 BRINP1 CELF4 SLC6A9 MTMR11 SLC17A6 SULF2 CUX1 DCDC1 CDAN1 ASTE1 NIPBL MAPK8IP1 SP8 HOXA4_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/HOXA4_Q2 MEF2C LTBP1 CDX2 C5orf64 SLC9A5 EDN2 STOML2 SYNCRIP PTPN22 WT1-AS BBOX1 CTNNB1 BDNF FLI1 ATP2B4 APOE FAP H2AX STAG2 FAM122A PITX2 COL10A1 RPP25 PHOX2B EFNB3 ZHX1 MYH2 EOMES PIM1 MYH4 FRA10AC1 MYH8 LUC7L3 PPARGC1A SPAG9 MYO18B ZBTB18 CGN CORO6 CXCR5 MIR9-1HG TMEM31 STC1 NEK7 EMCN GRK2 CACNB3 ITGBL1 EPHB2 ADCYAP1 A1CF DMD NUP54 HNF1A AMD1 IL1RAPL1 BMP4 KLF5 TECTA GPR157 RNF43 NDFIP1 GPR150 NXF1 DDX5 SHOX2 ITIH6 KRT73 DLX1 SYNE2 KCNJ8 ATP2A3 NTRK2 MAP2 RWDD3 MTFR1L ZNF219 BMP5 TSHZ3 NRP1 MYBPC2 CPEB4 DPP10 MITF TMEM81 ACTR3 GPX1 HHATL STAC2 AP1S2 PBXIP1 ZNF654 ARFGAP2 CAP1 FGF3 TUBB4A NR2F1 ARHGEF2 POGZ ARHGEF7 PGAP1 MMP14 MMP12 ELMO2 C8A CCND1 YPEL4 SLC26A7 ATL3 UHRF1BP1 NSD1 UBASH3B PART1 SFN NEO1 CLDN14 ZFP36L1 ZFP36L2 CYLD FMO5 LRRTM3 LRRTM1 PER1 FOXN3 NUP210L ETV6 TUT1 MYF5 CS CSNK1A1L DLG2 PDZRN4 KRT25 KRT28 GRIA1 RBFOX1 NSD3 BAMBI TOB1 DUSP6 FGF19 LMO1 THRA TNNC1 LMO3 RBM4 RIPK4 EIF5A ANKRD1 ZIC1 FSIP2 TNFSF18 HOXC6 FAM135B ZFAND6 HOXC4 CMTM4 HOXC5 RBMS3 ROBO3 TFAP2D WDPCP TTLL6 PLEKHA6 CHMP1B PRKAB1 ALPK2 ARID1A CARF RELCH RTL9 SLITRK1 LRRC39 RPAP2 CADM1 HOXD4 TFAP2B ASB4 SDE2 GAL3ST3 MAMDC2 FBXO40 SSH2 RHBDL3 SOX5 ELK3 SESN2 GREM1 COMMD10 HOXA4 KRT34 HOXA9 DNAJA2 MON1A GABARAPL2 RFX4 RFX5 SHANK1 CACNA1S FOXP2 HDAC4 DSG4 RCAN2 HOXB7 RSRC1 HOXB8 ZIC4 ARL4C HIVEP3 GLMN DNAJB4 DENND2B CDC14A DICER1 PRRX1 RP1L1 JADE1 DES GPC3 PAK3 BOC NKX2-1 PHC2 OTX2 MPP5 PCDH9 C1orf116 MBNL2 HMGA2 ALK M6PR EIF4G2 MAP7D2 FAM13B PPM1E UBE2E4P CHST9 CHST8 FHOD1 ADAMTS17 LINC00472 TBC1D21 CEP95 APEX2 SNX15 CNN3 SAV1 SLC37A4 RPA3 NPAS2 COL17A1 MAP3K2 SMOC1 POU2F1 CAMK2D FAM91A1 FEZF2 KDM4D PIK3R1 ERG ZNF827 CREB5 CYBB CWC15 PNOC GCK DCDC1 MED24 CRH JPT2 SP7 BMPR1B HSF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HSF_Q6 LTBP1 ZBTB32 EDN1 CCT3 ALKBH5 SIN3A CREB3L2 STAG2 ARHGEF38 ZNF706 TENT5A RCOR2 ZBTB25 CRYAB DCUN1D3 ST13 MSX1 ATP2C1 STC1 CD248 RBP5 HSPA1A HSPA1B CSRNP1 SERPINH1 C10orf88 ADCYAP1 HSPA1L ZBTB37 GAD2 NKX2-2 UBE2K COLCA1 XPNPEP3 CYP46A1 RSPO2 PNCK LGALS8 KLF14 CSRP2 KCNK18 TSC22D2 GAS7 DCSTAMP ZNF777 TNKS1BP1 SEMA6C R3HDM2 LYRM1 NUTF2 MAP6 TLL1 RTN1 KCNIP1 EIF1 ANKRD17 HSPH1 CCDC91 P4HA1 CCN1 TMEM35A ACO2 PRG4 ZNF541 C8orf17 TSACC SH2D2A TAF10 PSEN1 GRM8 EIF4A2 NPPB LYVE1 KCNH5 GRAMD2B PTOV1 NNAT IKZF2 FHL3 TPI1P2 PCSK1 GPHN CCDC140 BCL6 SNAP25 MLLT3 ZNF428 IL4 PPCDC GPBP1 SPIN1 ELAVL2 GRIA4 MID1 RPL28 YWHAG C12orf50 JADE2 HNRNPA2B1 PHF5A LUC7L MYOD1 AP1G2 SKIDA1 MORF4L2 CBX3 IL17RE WNK4 HECTD4 OLFML3 ROBO1 ANK3 GATA6 HOXC4 TSPAN17 LGI1 ACOT7 FOXN1 PRKAB1 SIX4 STK3 RELCH MAP4K4 ZNF516-DT TNFAIP8 HSPB2 KLHL41 BPIFA2 LRRK1 TMEM256 ATF2 MID1IP1 HSPE1 GABRQ RFX4 ZFP69B UST FSCB BFSP2 HSP90AB1 REM2 HSPBP1 SLC4A10 CORO1A ATF3 NCKAP5 PPID CACNA1G MYH14 HSPD1 DNAJB1 PHF6 DNAJB5 C6orf62 RAI1 CHURC1 CLSTN3 UCHL1 RHOQ MXRA8 PAX3 MAX GTF2A1 GSN JMJD6 SHC1 USPL1 ATP8B4 CNTN5 FAM24B CALY UBE2W UBE2H DMRTB1 PURA TSPAN6 ATP6V1A PIGV CHRM1 KRT85 UBB PPP2R2A DPF2 CKS1B CPLX2 FKBP4 IFT43 ODAPH MAP3K3 HS6ST3 INPP5E GEMIN4 DALRD3 BAHD1 TNPO3 NAA50 JOSD2 MARCHF6 TNXB PTPRA AMPD2 PLOD1 CNNM1 PPP1R9B ITPRIPL1 C1RL JPT2 MARCHF1 NFIA LBP1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/LBP1_Q6 HMGN2 S100A8 SCN3B EFNA1 DNHD1 AQP5 RORC TRIM62 SYT6 SLC26A10 USP54 PICALM GAB2 PITX3 BCL7A OGFOD2 POLL INA F11R WNT10B RXRG SLF2 ZNF503 TMEM25 DPCD AP5M1 PCF11 DCLRE1A ZBTB18 SPAG6 TMEM79 ZNF385A GJC2 CACNB2 TOR1AIP1 DAAM1 EPHB2 TRPC4 KMT2A NTF3 METTL7B MCAM USF1 TNNI2 MLLT11 KCNQ1DN RAPSN HPCA SUPT16H SYTL2 RGS8 TMOD4 GRK5 SYTL1 BTBD11 DPP3 NEURL1 LZTS2 RAB5B MYO7A BSCL2 FITM1 BNIP3 NBEA TAS1R1 KCNIP2 VWA5A ART1 ZBTB16 TXNDC12 ATF7IP ZCCHC24 FCRLA ACTA1 ERP27 GPR37L1 DACT1 SGCG XPR1 CCND2 RIN1 CDC42SE1 AICDA GNB3 NEXN-AS1 PHLDB1 FHL3 NHLRC2 RPUSD4 TPCN1 FNDC5 CSDE1 HPSE2 LRRTM3 PPP3CB BCL9L NDUFA4L2 SPATA6 BAZ2A ZMYM4 TBX3 MYF5 OR2L13 EXOC5 MEF2D SVIL IQCD NHLH2 TUBA1A MSS51 TRIT1 SLC22A17 HJV SKIDA1 LMO4 GRIK3 LINC01138 RASGEF1A TRIM46 PACSIN3 CDKN2C SMG5 GATA3 ZMIZ1 RGR CHAT ZNF593 PLEKHA6 TMEM109 RELA NOL9 STIM1 YTHDF2 ARID1A ACTN3 PKD2L1 DDIT4 TNNT2 TNNT3 MACROD1 ZMYM2 BRSK2 VAMP3 PTGFRN VAMP1 SLITRK5 FCRLB FGR KCNA2 KNCN CNIH2 SOX5 CCDC85B CRB1 KLHDC7A SSX2IP LRFN5 RUNX3 IMMP1L NOVA1 ABCB9 DOCK9 BEST3 P2RX4 POLD4 CDKN1B PRICKLE1 HIVEP3 SGIP1 LINC00303 CELF3 NXPH4 MYPN IGFBP6 RNF19B BARX2 TRIM8 PPM1J LOXL4 GPR162 DLG2 ELP4 CLIP1 EGR2 P3H3 LDB3 PCDH9 SHISA4 MBNL2 HMGA2 KRTCAP2 EIF4G2 KIF1B PSD STXBP6 LCK VPS45 JMJD1C PATL1 CAMK2G CABP1 PPM1A ANXA8 MPPED2 MYBPH RCSD1 MYCBP GFI1 RNF121 BRINP3 SELPLG CHD4 WBP1L B3GALT2 SMAP2 MAN1C1 SCFD1 KCNN3 ZRANB1 SLC18A3 C11orf87 SH3BGRL3 LFA1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/LFA1_Q6 MRPL40 S100A5 PDLIM7 EFNA3 HIRA HNRNPR STOML2 RAB1B PLEC DDX17 BRPF1 FLI1 CCN2 LCAT LIN28A CREB3L2 MCRS1 ZBTB25 GRIN2A OLFML2A TAOK2 PDYN TBR1 DCTN1 HES1 NPC2 MSX1 CAVIN1 BACE1 MNT CCDC148 CYB5D1 ZNF385A VSX2 ADAMTS4 PALM FIZ1 CACNB1 NFKBIA SYVN1 ZNF513 EPHB2 TAL1 ISCA2 MOV10 CRMP1 GAD1 NKX2-3 CNKSR2 TCF7 TTC9C IL1F10 ASXL1 CLUH SMAD3 NXF1 ZNF524 EMILIN1 OSR1 SEMA6A DLX1 RBPJ TMEM131L HEBP1 PLA2G4D JPH4 NEURL1 LZTS2 PDZD9 KCNAB1 RAB5C ELF4 USH1G CPNE9 EXD1 CKB CAMKV XYLT1 TMEM190 LMOD3 LAG3 ZFP36 MGAT4C RAB4B INCA1 ARHGEF15 RBBP6 YPEL4 ADM CLIC5 SLC26A9 OGA ZMYND8 TMEM259 DHH NACA PDRG1 COX7A2L CIC TPCN1 BCL11B ETV1 BCL6 NDUFA4L2 CHP1 TRIP10 JAKMIP3 UPF2 PLA2G10 IMMT PAK1IP1 TSSK4 DLGAP4 PHF12 GABARAP ASIC2 GBA2 RAB31 NAA38 EML3 BNC2 GSK3B IQCD TUBA1A DTD2 LRP8 TUBA4A NR5A2 TUBA4B ARL6IP6 SLC13A5 DMPK HOXC6 WNT4 SLC2A4 SMARCD2 SLC25A29 S1PR1 IFRD2 RBM12 PITPNA SCUBE3 ARID1A SIX4 TBC1D22A PYGO2 CAV1 PPY FXYD3 TMEM256 TMEM132E SOX5 NSG2 PRSS36 CCDC177 RABGGTA SESN3 KLHDC7A PPP1R16A HARS2 OTOP2 ZNF800 NYX OBSCN RFX4 NEUROG1 NR4A1 TEX33 POLD4 SALL1 CPNE1 PRSS50 CACNA1G TMEM88 PHF23 RHO CELF3 UQCRC1 ARID4A MYPN DUOX2 PRRX1 CLTC FES ACVR1C GSS KCNQ4 MAZ PPM1J CXCR4 PAX7 PCBP2 POU4F1 NDUFS2 BOC RHOG NKX2-1 AKT3 KLK13 GABRG2 DUOXA2 CNTNAP5 CCNL1 SLC7A10 RASL12 M6PR VASP HOXC10 KIF1C NPTXR PSD NRGN ZFPM1 CEND1 CASQ2 FKBP2 ROM1 DPF2 CRNN ELP5 NGF GPR4 GPR3 NPAS3 RASGRP2 MYBPH PRDM10 NFAT5 CNN2 MYOG EPO BAHD1 CEBPB KLK9 FLT1 MARCHF6 GNAO1 NCDN ANXA4 UBL3 IGSF21 ARL4D PNOC MED13 SPEG BAX NIPBL C11orf87 SP7 SH3BP1 ARAP3 LXR_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/LXR_Q3 PPARD NKAIN3 MITF C1QC CTCF NR2E1 CHMP2B SPRY2 SLC2A4 SND1 KDM2A AZI2 RARA NRG1 MAP2K7 STAG2 PRMT3 NKX2-1 CYB5R4 PHOX2A RARG CCNI RNF213 PRKCG GJD2 POLA1 TAOK2 DCUN1D3 ADAM17 HAS2 PTMS FKBP2 DRD1 SDCCAG8 SLC38A6 IKZF2 APOC1 MAPKAPK3 NFKBIA NUAK1 CDC73 ABCA1 CIC GREM1 ZNF513 RB1CC1 PPP4R3A MID1IP1 MSI1 AMD1 ACSL3 ETV4 SPOP FOXD3 ACY1 JARID2 MAFB SGK1 HPCAL4 SPTBN4 ACACA ELAVL3 ABCG1 ASIC1 RASL11B ASIC2 TBC1D10B KCNQ1DN JADE2 BLVRB SULF1 SPATA32 LYRM1 TMPO LPCAT3 FAM193A PCSK1N GLI1 LRP3 RNF145 NR5A1 MAF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MAF_Q6 SNCG FAM126A HMGN2 ADORA3 AIF1 PGF SAMM50 PPP2R5C PTPN22 SYNCRIP RORA CUL2 DDX17 GAB2 ADAM2 LIN28A CREB3L2 RARA TLK2 RARB TWIST1 PIK3CG CLNS1A MIR22HG EFNB3 POLG NOL4L PIK3CD TMEM97 ZHX2 MIDEAS SPAG9 ZBTB18 PDGFRA HAS2 ALDOA LALBA EXOC3L1 HMGCS1 AKAP13 CACNB3 ESM1 ZNF512 TBC1D8B OTP ALCAM SH3RF1 STX12 TRAPPC8 SAT1 TNKS HNF1B NKX2-2 SLC44A1 BMP4 PDZD7 KMT2A TGFBR1 PCDH10 ESRRG GAS7 SUPT16H SYTL1 BMP5 KCNJ16 LZTS2 GPR82 MITF ZNF710 GOLGA2P7 INSRR GPX1 ACTR2 HHATL STAC2 CALN1 CYTOR AGPAT4 MSL3 FBXL18 KDELR2 HYAL2 PEPD TMEM255A FLOT2 MBD6 TAOK1 MAP1S PROK2 GRM3 SQLE PTBP3 WDR82 BRDT UHRF1BP1 SEMA4A IKZF2 WDR54 STAT6 NUP214 FAM214B CHM SNAP25 TLX1 ETV3 CSRNP3 NLK PHF12 ELAVL4 ITPR1 RASSF3 CDH13 RPS6KA3 MEOX2 SLC16A6 RBFOX1 BNC2 DENND2D AMOT ZNF570 OGG1 VPS37A TUSC3 SKIDA1 FGF13 ITPKB CNOT7 CBX8 MMRN2 CHAD S100G HOXC6 WNT3 CHIC2 TIAM1 HOXC4 TPRG1 PGRMC2 RRAS SLC4A2 ERLIN2 ELOVL6 UNC5C LPAR1 S1PR2 NEGR1 SATB1 POU2AF1 PI4KB AFF2 NUFIP2 ACTN1 SIX4 STK4 ERC1 TRERF1 SLC34A3 WDR81 MAP4K5 CBLN2 TIMELESS KRCC1 SIX1 VAMP3 COL1A1 SMARCA1 FGD2 TMEM256 HMGB3 FXYD4 SOX2 MAP4K2 KATNB1 TFEB LMAN2 CXXC5 TTC3 PCDHAC2 MEIS2 NUMB NOVA2 BMF AP2M1 PTPN7 GABRA3 DMP1 VAV2 TPBG RAB33A FOXP2 EPS15 CORO1C HOXB4 TNFSF10 LAMP2 HOXB8 DYRK1A PNRC1 DDX50 CPNE1 CD79B KCTD15 NXPH4 E2F4 KDM6A PRKAG1 PAX6 SLA GPC4 COP1 GGNBP2 MGLL CNTNAP1 ALX3 KPNB1 NRG2 AKT3 NKX2-1 PHC1 R3HDM1 PTGER2 OTX1 CDK8 AAMDC HEPACAM CDC5L SLC9A3R1 KIF16B CDK5 HMGA1 LCOR FAM13B PPM1E NCOA3 PRDX6 TYSND1 SLC41A1 RBM26 CTDSPL2 CNTN4 JMJD1C WIPI2 CCR10 VCAM1 SYNPR NPAS3 SLC35B3 RASGRP3 NFAT5 CHD2 MRPL49 FEZF2 CD5 FAM78A ST20-AS1 FLT1 BAD RSF1 GRHL3 RNF44 UTP18 SP3 MPO SP8 MAZ_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MAZ_Q6 HMGN2 HNRNPF EFNA1 POLR3GL HNRNPR DNAJB12 SYT7 ZFP91 CUL2 BDNF ATP2B4 PRMT6 LIN28A PTPRJ YARS1 ADCY10 PTPRF RCOR2 EMX2 ZNF503 PROX1 FAM53B PRELP PIAS3 JUN MLLT10 MIR9-1HG F2 HSD11B1 ROR1 PLA2G2E EPHB2 HCRTR1 MOV10 ADGRB2 LHX4 NR1H3 SZRD1 MACO1 ZEB1 CAPRIN1 CELF1 ARFIP2 MYOZ1 ZC3H11A DCHS1 EPHA2 TNNI2 KCNQ1DN RNF2 HPCA PPRC1 GRK5 MARCKSL1 RERE NEURL1 MYBPC3 ZBTB17 KCNIP2 PHF21A P4HA1 TIMM10B PIK3AP1 MIER1 KCNT2 ZNF496 ZNF644 LRRC20 STX6 ARHGEF2 ASTN1 ZCCHC24 POGZ FAM189B HERC4 ZNF143 SERINC2 OTUD7B GTF2H1 CTNNBIP1 ZNF362 ADAMTSL4 XPR1 OGA BRDT NPPA CA14 CREM FHL3 ZNF687 CSDE1 TCEA3 WAC MPC2 TLX1 BCL9 GABPB2 UPF2 RNF220 LMNA ATP1A1 COA7 NRAS SPINDOC PHF13 GFRA1 PBX1 DUSP8 APBB1 E2F8 KCNC1 GRIK3 TRIM46 PACSIN3 SLC2A1 INAVA PLEKHA6 LBX1 TMEM109 SCUBE2 ARID1A NR0B2 ASCL2 TRIM33 TIAL1 STX5 AHNAK SDE2 CPSF7 NT5C1A ENSA SESN2 MDK TSSK3 RPL5 SETDB1 RFX5 SYT11 PTPN5 FDPS RPRD2 NEUROG3 PLK3 HDAC1 OTUB1 DDX50 DENND2B FNBP1L HPS5 CLSTN1 PAX6 PPOX PIP5K1A SDHAF2 KCNQ4 PLCB3 CRTC2 TRIM8 UBR4 PPM1J SHC1 RHOG PHC2 SSBP3 LDB3 TOR1AIP2 KRTCAP2 KANK4 EIF4G2 LCK ATXN7L2 MDM4 PATL1 CASQ1 FKBP2 CKS1B GALNT2 CCDC24 SMG7 CNN3 CAMK2G CTNND1 NFYC PRDM16 TCF7L2 TPM3 POU2F1 RTN4RL2 DNAI4 KDM4A NCDN UBE4B THRAP3 MTF1_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MTF1_Q4 SLC9A7 PPP2R5D U2AF2 FST AQP4 DCAF1 GRIN3A PLEC HDAC7 ZFP91 PICALM H2AZ2 CERT1 COL12A1 C6orf136 ADGRL1 H1-0 ANAPC1 POLK DAB2IP POLH CRTAC1 CIZ1 PTPRG LIG1 MECP2 RAP1GDS1 CYP26A1 C2CD2L HMG20B MAGED2 JUP ADAMTS9 CAVIN1 HTR7 JUN MLLT10 MNT EFNA5 ZNF385A MRPL45 WDR53 FAM219A CLCN2 SRSF8 GNAI2 TMEM187 CLASRP INTS9 LHX4 LHX6 FAM120C PPP2R2B OLFM2 GDPD3 KIF3A PCDH10 ANKMY2 KLF15 EMILIN3 PORCN SEMA6C SFRP1 SAP130 RGS6 MARCKS CEP41 PDZD4 SOBP JPH3 FOXA2 KCNJ10 CDCP1 CLIP3 STAC2 EEF2K ANP32A SEMA3A DOCK11 FMNL1 FBXL20 TNMD ARTN RBBP7 PPP4R4 WAS NDUFA11 ARVCF SENP1 ZNF362 NPPC RIN1 HELZ2 RAPGEFL1 POLR2H THAP7 FOXO4 ZNF48 MECOM ZBTB7A TMEM105 ABTB2 NNAT GPM6B IFFO1 DGKG MT1E ARMCX3 PPP3CA MLLT6 MTMR4 BCL9 DLG2 FAM222B MTF2 RPS6KA3 TMEM50B JADE2 MT2A C4orf33 DUSP7 DNM1 TOB1 REPIN1 MTSS1 XPO5 FGF14 NDUFAB1 EIF5A CNGB1 UBAC1 HOXC6 CCNJL HOXC4 FGFR1OP2 VEGFA SCRT2 ACTN4 SPARCL1 RELA CNBP HES7 DLL1 TNKS2 CDIN1 SLITRK2 CBLN1 EP300 CHPF TMTC2 TIAL1 CADM1 VSNL1 VWCE SMARCA2 PHKA1 BEX1 PAQR6 CNTFR ELK3 ST8SIA2 PAQR4 CCDC177 ATF2 RASAL2 PPP1R16A SLC30A2 HCN4 GABRA4 MRC2 SYT12 SLC6A14 LAMTOR1 NRF1 HDAC3 PDE7A SALL1 RHOT1 MYH13 CACNA1F XPO7 GLI1 CHRD MYLK KCTD12 NXPH3 CNPY3 ZSWIM8 PRKAG1 HR ZCWPW1 GPC4 BZW2 RNF19B PCDH1 PPM1J GPC6 PAX8 ADAMTSL2 MGLL THAP7-AS1 NFIL3 NKX2-1 MT4 EGR1 GSC PTCHD4 PIP4K2A CDK6 PCDH7 KANSL1L HMGA1 PURA EIF4G2 RELL2 CHRM1 PPME1 LCK KHSRP INTS13 CALCR CABP7 CTNND1 NUAK1 DNAI1 NFAT5 POU2F1 FEZF2 SCLT1 EHD2 ZSWIM9 CNNM2 SPACA6 WDTC1 TMEM229B TNXB BMT2 DTX1 CREB1 FLT4 MEPCE CDC25A CELF4 P3H4 CNNM1 CADPS AQP4-AS1 PHLPP1 RPAP1 CDAN1 KCNN2 GAREM1 HMBOX1 YPEL5 SPATA32 PTGES3 NFMUE1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFMUE1_Q6 DZIP1 HNRNPD REST CLK1 SEPTIN7 RAB1A DOLK SLC35A4 EPC1 ZFP91 PRMT6 PICALM GBF1 CERT1 MRPL38 PTBP2 PRMT1 CCAR1 STAG1 CDH23 H1-0 LRRC41 POLK CD3E YY1 STRN4 KDM5C TSKU ATP13A1 PRPF38B UBE2J2 MARK3 PCF11 RBM15B PIAS3 SERBP1 EXT1 ESCO1 DYNC1H1 DEAF1 MIOS TMEM187 RAD23A ATP6V0C PCNT RPS27 TMEM80 RAC1 GIGYF2 TRA2B HNRNPH3 TCF4 PPP4R3B OARD1 MAML1 CELF1 ZC3H11A PRPSAP1 VDAC2 USF1 TSC22D2 DDX6 C2CD5 ARF1 SMYD5 PPRC1 NCOR1 WDR77 ZBTB22 FASTK EIF3A INTS7 CCNE1 FAM160A2 SMC4 KDM2A GNPAT ACTR8 ATP5PD WDR33 ZMYM2 ZNF644 ZC3HC1 SF1 ZFP37 CCND1 XPR1 ADK ASH1L TOP3A NSD1 MED1 EXOC6 NACA CCDC186 CIPC RPL30 KIF15 BCL11B DHX15 AP3D1 THAP1 NDUFA4L2 SNAP25 C21orf58 GABPB2 BRD3 NASP CSNK1A1L MID1 KIAA1143 LINC01465 SFPQ LUC7L3 JADE2 RAB22A NEUROD2 RBM19 APBB3 USP48 PBX3 APBB1 MAEA RBM3 RBM4 MIRLET7BHG EIF5 RBM5 CNOT3 SMC3 REXO1 PRKCSH ZIC3 CBX5 OLFML3 TIA1 DNAJC7 RALA SRRM1 RBM12 PABPN1 RPL35A SMCR8 PCIF1 PPP1CC CSTF2T TNKS2 HNRNPA1 EP300 RIOK3 VAMP2 RNF26 ASB2 SNRPF MYNN FBXO11 PRPS1 HMGB3 ENSA ATF1 ARNT PSMB5 MIR503HG HOXA2 UBE2D3 CSAD DCAF8 FKRP NUS1 EEF1A1 RPRD2 SUV39H2 ATF4 TSC1 INKA1 CPNE1 C19orf48 RFX3 PHF8 COX20 DAP3 BMI1 TEPSIN E2F6 NDST2 KDM6A CLSTN1 PAX2 ZZEF1 ZNF207 PHC3 DGCR2 PIGL OSR1 YY1AP1 ZBED5 PCBP4 HMGXB4 E4F1 PSMD8 RABL6 IRAK1 CCDC151 RCC1L SRRM4 ZFY OTX2 ZFX PIGN EIF4G2 PRRC2C RIF1 UQCRH CYB5D2 ARCN1 ZADH2 C1orf131 WASL PPP1R15B CPSF2 SNX13 NKIRAS2 BCLAF1 PPP1R12B NFYC ATP5MC2 NFYA NDUFB1 UBR5 RPA2 SLC39A9 POU2F1 CHD2 ODF2 CD4 CHTOP SLAIN1 BAHD1 CCDC71L ERH NCDN UBXN11 UBE4B ATP5PB RPAP1 BABAM1 TPGS2 GNL3L MTFP1 UBIAD1 GAANYNYGACNY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GAANYNYGACNY_UNKNOWN GDA FOXN3 CDK14 CDC14A HTN1 PAX6 PGAM2 CCDC50 CARMIL1 ART1 CEP97 GRID2 RANBP1 RAB25 SHC1 INTS5 IGF2BP1 NR2F2 SLC1A1 SEC24D NR2F1 CACNA1G-AS1 GSE1 ZHX2 FOXN1 TLE3 FGF23 STK4 CDIN1 HHEX TMEM71 NAV1 TENT2 ARMCX6 HSD11B1 PNKD SEM1 TMEM59L ZNF485 CKS1B APH1A TSPAN13 SPOCK2 TRMT2A MYL1 MINK1 ONECUT2 DEXI NR2C2 PLPPR1 SUMO1 UBE2Z USP37 CNOT9 NFATC4 LRFN4 UBE2K JOSD1 DNAJA2 ESRRB PLAC1 BEND4 COL15A1 NR4A2 IGF1 MID1 STAT3 TP63 CDKN1A GSPT1 ZNF641 SULF1 SP4 BABAM2 TCF12 SCN4A NRF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/NRF1_Q6 CENPO U2AF2 RILPL1 CCDC106 HTN1 CCT3 XRCC1 PALB2 UXS1 MRI1 HIBADH IRF2BPL HNRNPL MAGED1 ZNF653 SRSF7 GRIN2B RAVER1 PLOD3 KCNK5 SRSF9 ZNF248 BTBD3 BCL7A MAP2K7 MCRS1 POLH RXRB EID2 MECP2 MTFR1 KDM5C MAGED2 SRSF1 CD320 C16orf70 RAB18 EIF2S1 NEK8 ZNHIT1 MRPL45 TRAPPC1 RAB10 ESCO1 FUS PDXDC1 RTF1 MST1 CDK2AP2 PCNT CHMP2A STX12 ZGRF1 FAM120C MRTFB UBE2K HNRNPH1 SPOP TMEM50A OARD1 SMAD5 FXR2 INTS2 AFG3L1P USF2 NAA25 SYNGR4 CLGN TCTA FNBP4 THAP12 UQCC2 ZSCAN29 POP7 DCTN5 TTLL4 IFT80 SENP7 EIF1 SMC4 NARF MAPT GOLGA1 KDM2A SGF29 ADAM10 CENPBD1 CCNI ARMC8 TMEM255A ZNF287 EEF1AKMT1 ZNF286A EXOSC5 SF1 TSACC ARHGEF15 PPP4R4 RBBP8 ACOT13 DOK6 PAXBP1 CLOCK FOXO4 CACUL1 FUT8 NNAT ABI2 NUDCD2 PDRG1 POLA2 COX7A2L DISP2 CIPC SUFU SEC14L1 HMMR DAW1 CDK16 MPDU1 CNOT9 USP37 CCDC12 C21orf58 ZNF428 BCKDHA SHMT2 SNRNP70 TRIM28 SAMD10 PPP1R10 SMG6 SPATA5L1 YWHAE ASIC1 PREB MRPL22 COG6 LRP1 SELENOI GPATCH11 XPO5 GABRB2 GABRB1 EIF5A FGF12 JAG1 CBX6 CBFB AIP HOXC6 CCNJL HOXC4 SND1 PGRMC2 FGFR1OP2 SRRM1 TUBG1 DNAJC3 PCIF1 UBAC2 FMR1 MAGI1 DDIT3 TNKS2 CBY1 MIB1 ARRB2 MRPS18B KRCC1 PSMA4 EID2B BAG6 TRIM39 WNT5A ARFGAP3 HILPDA ZNF638 MAP4K1 PAQR4 PACRG RETREG3 USO1 C12orf65 DNAJA1 EIF3K TMEM143 SRR ZNF800 TMEM179 VAV3 PTPN2 RPRD2 C16orf87 PHF1 PDE7A GTF2F1 DNMT1 PLEKHA1 E2F6 PDCD2L PRPF6 ZCWPW1 NRGN ALG8 SPRY4 TMF1 PHC3 MAZ SPINT2 ACTR1A RHOA POU4F2 CNTNAP1 SEC24C SSBP4 TUBGCP4 MPP5 HSDL1 KANSL1L ATP6V1D VAT1 CCDC97 FAM13B MAP7D2 INTS3 FAM122B PSD CFL1 ATXN7L2 INO80C PPME1 MOK PPP1R15B SNX12 INTS13 TDP2 NDUFB8 NFYA CCR10 BMERB1 RNF123 POU2F1 PPP1R12A LSM12 SLC39A7 KDM4C ADO NF1 CNTROB EDEM3 SMAP2 PRKN MEPCE EXOG NAT8L DNAAF1 CKS2 TECR CRK PTGES3 RNF111 PEA3_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/PEA3_Q6 SNCG RAB1B FFAR4 CD53 GPN2 EPC1 BDNF PICALM CCDC88B FLI1 GAB2 GRIN2B NT5C2 LIN28A CD247 PRMT3 BCL2L14 NCF2 CD3E SLF2 C2CD2L PRPF38B MARK1 FAM53B MARK2 DCLRE1C OMA1 ZNF384 C11orf24 LAMC1 BIN2 NIPAL3 ADAMTS4 LALBA APH1A PDIK1L PACC1 GRK2 BTBD16 PRUNE1 CD69 ATP13A2 ARAP1 BLNK GPD1 ESRRA PDZD7 MACO1 SLAMF9 FCRL5 CELF1 VDAC2 EPHA2 TNNI2 MLLT11 ARF3 PLEKHS1 SYTL1 DPP3 GPR137B LZTS2 NRP1 KCNAB2 ARHGAP30 WASF2 SPI1 RTN3 PBXIP1 SIK3 ARFGAP2 CAP1 FCGR3A FCGR3B LAG3 TXNDC12 CCN1 CTBP2 LTBR ZCCHC24 ZDHHC5 INPPL1 MICAL2 SF1 GTF2H1 FERMT3 IL18BP SLC26A9 IRAG2 SPRR4 GPA33 RIN1 CDC42SE1 WDFY4 PRF1 PUS7L POLR2L EHF ZNF365 ZNF687 NUMA1 LPXN SPATA6 FEN1 ACSL5 ETV3 TUT1 SELP SELL PDZRN4 GOLPH3L TMEM258 ELAVL4 ITPR2 DUSP5 RPS6KA4 RAB30 BUD13 DENND2D ELOA DGKZ RAB39A C1orf122 RNASEL IL18 CAPZA1 MMP7 ITPKB ANKRD1 MINDY1 MMP1 MMRN2 ELOVL1 DDX23 CDKN2C ANK3 BATF2 SLC2A3 FCRL1 GATA3 PUM1 SRRM1 PDGFD PRKACB PLEKHA8P1 SYNC POU2AF1 PI4KB CMAS FUT11 FGF23 NCAM1 GDPD5 HHEX LRTOMT TRIM33 LAYN CADM1 TIAL1 STX5 GAL3ST3 NLRP3 PAFAH2 SIPA1 UNC93B1 MAP4K2 MAPKAPK2 EXTL2 IRAK4 ELK4 IVL LRFN4 RUNX3 CREBL2 SLC30A7 ARHGDIB CPNE8 MSANTD2 GNL2 PTPN6 TAF5 NKAIN1 POLD4 MARVELD1 ST7L ATL3 CACNA1E XCL1 XCL2 HPS5 CDC14A APOLD1 SORL1 PAX6 ZNF202 RAB3GAP2 RPS3 COP1 VWA1 PLCB3 KIAA0040 ARHGAP20 CRTC2 TRIM8 YRDC SV2A VPS11 SEC24C KCNQ1 NDUFS2 SLC43A1 AKT3 RHOG SSBP3 TNFAIP8L2 RELT SBF2 AAMDC CTSS PGM2L1 CTSW LCOR MFN2 CD84 TSPAN4 PLEKHN1 PSD HIPK1 PRDX6 IPO7 TYSND1 LCK SLC41A1 C12orf57 NRGN TBC1D10C PATL1 CAMK1D ABLIM1 KDF1 JAML ST3GAL4 VCAM1 TMEM69 RXFP4 GFI1 MR1 C11orf1 CD5 TXNIP TCIRG1 PTPRC CALHM2 IL2RA CBL NIBAN1 RSF1 FUCA1 XPNPEP1 SLC35C1 KAZALD1 ZRANB1 CTTNBP2NL DMBT1 PTF1BETA_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/PTF1BETA_Q6 KCNE5 ATP1B3 STAT5A SYT3 MSL2 HOXD12 STOML2 REST SYT7 ITSN2 CITED1 BBOX1 MAGED1 DDX17 DCAKD LIN28A PTBP2 GNG3 ABI3BP FOXO3 H1-0 TENT5A NOL4L MATN1 PPARGC1A CD274 CRHR1 NME3 KRT14 FCHSD2 ROR1 PIAS2 STC1 LRCH4 SERBP1 ST18 PMP22 COA3 ERBB3 HOXA11 BCL2L1 RIMS1 KCNJ1 LIF DMD ZC3H18 IL1RAPL1 SLC44A1 GNAT1 DNMT3A COLCA1 KLF13 SMAD6 TREX2 LRRFIP1 DUSP22 ZNF521 ZC3H11A PCDH17 RALYL TBC1D10B ARF3 NTRK1 HEBP2 MAP4 MARCKSL1 RBM14 FASTK ARHGAP30 BSCL2 ANKRD17 ZBTB20 HHIP COQ8B AR CCKBR LINC00337 ARMC8 PDE10A CCNC ZNF143 CD163 GAPDH XPR1 NPPA SRGAP2 MECOM HEATR9 ZBTB7A FBXW4 USP5 STARD13 ZFP36L1 NPDC1 LINC00649 CCDC140 LRRTM4 BCL2 LRRTM1 RUSC1-AS1 ARMCX3 MPC2 ETV6 MTMR4 RASA1 APBA1 TMPRSS2 LRRN2 YWHAE CDH13 ASIC3 UBTF CSNK1E MACROD2 CAPG RASSF2 REPIN1 SLC8A3 XPO1 THRA SNCAIP FGF14 WNK1 TGFB3 CASK ITPKC ZIC1 ZIC3 KMT2E FHDC1 ROBO1 GATA6 ANK3 EED PUM1 FBXO24 TFAP2D PHYHIP NCALD RELB HES7 VAX1 ZNF711 TRERF1 BPIFB3 SLITRK1 SLITRK3 TMTC2 TFAP2A EMP3 SLITRK5 SMARCA2 PLXNC1 HMGB3 FBXO40 SOX4 TWF1 PAQR4 CACNA1C ANAPC15 ITGB7 THAP10 TRAF4 LPL OBSCN AFF3 GABRA1 LINC01106 PTPN2 EEF1A2 DYNLL1 SLC6A14 NR4A2 TEAD1 ICMT NR4A3 FOXP2 HOXB4 NMT1 MAN2C1 SLC25A14 SLC25A13 MTTP ITGA7 HOXB6 CREBRF KCTD15 NXPH3 TSHZ2 DICER1 IGFBP6 CYP1B1-AS1 CTCF PAX3 AMMECR1 RBSN CCN4 GPC6 DLG4 HCP5 LRRFIP2 GPR162 TNIP2 KIRREL2 IMPDH1 EVA1B SRRM4 SBF2 CDK6 TSPYL2 PCDH7 KLHL24 PURA FERMT2 ACADVL EIF4G1 DHRS3 PANK3 RIF1 CA7 TBCC ACVR2A KDM3B CNTD1 PPP2R2A CALD1 CLVS1 PCDHGC3 AGBL2 TNFRSF1A SMOC1 PRSS3 CHD2 CD6 WBP1L LRRC49 BAD VPS37B CELA1 GSPT1 MED13 LPCAT3 TCHP TBL1X CRK TBL1Y PU1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/PU1_Q6 RPL17 JAKMIP2 ADORA3 PTPN22 PDLIM2 H1-10 RORA ADORA1 IRF2BPL KIFC3 GPN2 CCDC88B LTB4R GRID2 GIT2 FAU RAB20 TWIST1 PIK3CG PHOX2B NCF2 RREB1 STRN4 DOP1A PKN1 GLT8D2 SSTR5 CD37 PPP1CA NAV1 NAV2 SLC9B2 MAPK3 ZNF384 MRPL49 ADAMTS1 DCAF17 FAM219A SIRPA ELN PACC1 HNRNPA3 GLYR1 SLC43A2 PABPC1 NR1H3 RINL CLUH LRRFIP1 METTL8 URB1-AS1 VDAC2 CCT7 RERG SEMA6B GNGT2 LAMA3 ATP2A3 TCTA ZNFX1 SLC9A1 SLC16A13 NCKAP1L ACVRL1 KCNAB1 RAB5C ARHGAP30 NFKB2 CKB ACTR2 KDM2A SIK3 DPP8 CYTOR ATP5PD ARHGEF4 ADGRG3 ADAM11 ASTN1 LYN FCRLA FBXL20 ICAM2 ADNP CTSA CLIC1 DERL3 MXD4 ELMO1 ANKRD28 ILRUN SSTR5-AS1 PTBP3 NCK1 PATZ1 SLC27A3 ADAM15 MKX PUS7L FUT8 FBXW4 CSF1 ABI3 NDUFAF3 ABI1 STAT6 FCGR1A MRPL17 ETV1 LIMD1 SPATA6 LECT2 PCSK5 TBXAS1 JARID2 PAK1IP1 PPP1R10 BIRC3 SNAI1 SOST FYN USP46 DGKZ PBX1 CCDC136 SEPTIN1 GRIK2 IL18 FAM110A TNFSF13 TLR4 FGF12 CBX8 MOB3C ZIC2 FAM81A RCBTB1 EIF4EBP1 KMT2E CDKN2A ELOVL5 GATA3 HOXC4 GIMAP4 TFB2M EIF3E MED15 KMT2D SCRT2 CNST HNRNPUL1 SHISA7 IRF8 ARID1A TCN2 CD101 MRPS18B TFAP2C PIEZO1 NEURL2 ONECUT1 NINJ2 PTK7 CX3CL1 PTPRCAP TREML4 SESN2 NR2C2 SESN3 IRAK4 UBE2D3 CNOT6L CSAD MTPN FKRP RAB8B FOXA1 CLNK VAV1 POLD4 TNFSF11 HOXB8 SHISA6 BEND6 DENND2B SEC24B C1orf162 PRADC1 PCDHGA5 PAX2 APOBR TACR1 RHOA EVI2B ESAM ARHGAP8 PPP1R14C PLCB2 KCNQ1 LTA KLK13 PSMD9 SSBP4 LAIR1 TRPM3 PCDH9 SLC9A3R1 CHRM4 ESRP2 PTMS TBC1D10C CTSG LCP2 WIPI2 ANKRD20A19P NDN ATP5MC1 DNAI1 STAP1 POU2F1 SLC39A5 MR1 SCAF11 DALRD3 ERF CALHM2 TMEM229B CEBPE MSH5 CEBPG CREB5 ITPRIPL1 SP6 MARCHF1 MPO RNF111 SP3_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/SP3_Q3 LDHB CDX1 PLEKHM1 PPP2R5D AGBL5 IRF2BPL HNRNPL BDNF GRIN2B LIN28A CREB3L1 BCL7A CRY1 STAG2 PHOX2A H1-0 WNT10A EFNB3 BARHL1 EMX2 GRIN2A PIM1 MAGED2 ZFHX3 ADAMTS7 PRDM8 JUP SPAG7 ZNF436-AS1 PPP2R5E ADAMTS3 CD248 AGO3 RBP5 APH1A ACADSB FAM166A RTF1 PDIK1L PFKFB3 ALDOC ARHGAP45 CHCHD7 EPHB1 NECTIN1 DUSP14 LHX2 ADGRB2 PABPC3 PABPC1 TSEN54 PLTP PLAGL2 PLAG1 DNMT3A BMP2 MAML1 KLF16 KLF14 FXR2 AGER TNNI2 LAMA1 BCL6B TMOD4 BMP7 MARCKSL1 LSM14A RTN4 PPARD GLRA1 CPEB3 KCNIP2 KCNJ11 EIF1 ANKRD17 KLHL18 TCEAL9 CHST11 KDELR1 ADAM11 TMEM255A FUNDC1 RBBP7 ZDHHC14 ZNF341 ADAMTSL4 XPR1 GRM7 GADD45G PATZ1 REV3L FUT8 USP2 BRSK1 HSD3B7 EVA1C ZBTB9 IKZF5 NEO1 POLR2A MIP CDK16 NR1D1 FAM214B TTPAL CKMT1B RAB11B BCL3 UBE2O RBM24 NLK POGLUT1 NLGN2 NPR2 FZD2 MTF2 MAPK10 YWHAE STAT3 SAMD8 ASIC3 EML3 CFAP161 KCMF1 GSK3B STN1 JADE2 RAB34 ZBTB4 CALM3 PBX2 TOB1 FOXN3 LMO4 MORF4L2 RNF112 NR2E1 ITPKA HOXC4 EED DNAJC7 CTDSP1 SLC4A2 LINS1 SH3BP5L CASKIN2 SCUBE3 PCIF1 IRS1 TRERF1 SPA17 MANEAL JUNB HHEX ASCL1 MIB1 EP300 VWCE XRN2 ASB7 ZNF703 AHNAK ZNF436 TMEM256 PODN TFE3 FBRS CNTFR ST8SIA4 TSSK1B ITGB8 RUNX1 THAP11 SLC6A14 TPBG FOXP4 FOXP1 LAMP2 HDAC3 MARCHF5 HOXB8 HOXB6 CACNA1G PHF6 DNAJB5 CADM2 MEMO1 CLSTN3 PRKAG1 ASPHD1 FEV FRMD4A ARHGAP6 GGNBP2 ZP1 SEC24C RHOG NOL4 ZFY ZFX OTX2 PRKCH TMEM8B CDK6 PRKCG RAB5IF PURA EIF4G1 RELL2 SMTN AMER1 TBCC CNTN2 ENHO SEZ6L2 MAPRE3 NKIRAS2 ROM1 SIAE CDC73 GHDC ATP5MC1 KIF9 CDH3 TAC3 UBE2R2 CNFN FTHL17 PRDM10 RASGRP2 CHD2 ODF3 NFATC4 PRRT3 SCN5A JOSD2 FLT1 MIR17HG MAP1A SLC12A5 CDAN1 SP3 DET1 FAF1 MPL POFUT1 TMEM125 RNF40 TCF1P_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCF1P_Q6 MEF2A SLC9A6 FAM117A C5orf64 ADCY8 PPP2R5D HTN1 EDN1 PGAM2 RANGAP1 PLEC HNRNPL ALKBH5 ATP2B3 APP SEMA7A CLK4 FOXF2 PLS1 TLK1 MUC15 BHLHE41 STAG2 FAM122A PITX2 TYRO3 CNTLN LRRC74A C17orf64 TMIE SCN2A EMX2 PIK3CD UBR1 C20orf204 TGIF1 GLTP TSC22D4 MARK2 SPAG9 UXT EFNA5 BLCAP WDR53 FIP1L1 TET2 HOXA11 PABPC4 HMGCS1 DUSP10 ARF6 MTIF2 DEXI ARX TAL1 CD68 PRUNE1 LANCL3 SAT1 UBE2Z NECAP1 CDC42EP3 COL18A1 LRGUK TTC9C PCDH10 CLUH ESRRG DDX5 KIF3C RO60 TSC22D2 ATM ZCCHC14 FAM13C FOXG1 EPHA7 ALG10 KLF3 RAD51AP1 SEPHS1 FOXA2 FGF9 CPEB4 PPARG GPR87 NAP1L5 MCTP1 INTS7 HENMT1 GPX1 PHF21A ART5 CILP2 ZNF654 KMT5C SIK3 SEMA3A JPH1 ZMYM2 GSE1 ZNF541 MGAT4C TLE3 ADNP TAOK1 OVOL2 EREG RBBP8NL NAB2 NPPC AP5B1 IL12B SRGAP2 USP2 ZNF367 ZNF646 POLA2 NEO1 POLR2A CCL20 LRRTM4 BCL11B C12orf4 NPAT PER1 NDUFA4L2 FOXN3 WAC ETV6 BCAS3 FYCO1 TBX3 JARID2 GMNN COL15A1 FZD1 NLGN2 GOLPH3L GRIA3 ELAVL4 MNAT1 TUBA8 RBM46 SOST C12orf50 PHF13 C2CD4A ZBTB4 DPM3 ATP6V0A4 DUSP8 MTSS1 BMP10 BCAM GRIK1 TNNC1 SKIDA1 LMO4 TGFB3 FGF13 ITPKC HOXC6 KMT2E STARD7 MCPH1 PACSIN3 CDKN2C GATA6 HOXC4 RBMS2 ACIN1 SATB1 PI4KB HNRNPUL1 MRGPRF CLPX RTL9 ZBTB40 ZNF516-DT HIF1A TRIM33 PTGFRN EDC4 FXYD5 GMPPB OAZ3 CACNA1C MEIS2 HOXA4 TFDP2 TEF ADRA2C SLC30A3 LRRN4CL EEF1A2 TMEM40 NRF1 CDKN1A HOXB7 PLK1 CPNE1 BEND6 E2F3 CLEC18C PAX6 PRDX2 AMMECR1 PAX3 FOS ARHGAP5 C18orf25 TPP2 MSMB RHOD LTA DLG2 DLG1 R3HDM1 NRXN3 PCDH9 PIP4K2B STIMATE ARHGAP26 PRKD2 PRRC2C TSPAN5 ZPBP2 KLF3-AS1 UBE2E4P NCOA5 MOSMO ACVR2A UCHL5 BTBD10 ZADH2 PTCHD1 EPN1 CEP95 EDA FGFBP3 PRPF40B KITLG TMEM150A CPZ TRIB1 PRDM12 SKAP1 CDYL ZNF668 PLCD3 HS6ST3 FEZF2 PLPP1 SCNN1A PIK3R1 KLK8 ZER1 EDEM3 CENPF FRMPD1 SLC10A2 CELF4 SCGN KIAA1549L SP1 MED13 GAREM1 SP4 SIDT2 GGA1 TCF4_Q5 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCF4_Q5 CTHRC1 EDN3 CDX1 LINC00671 FST PPP2R5C DQX1 HOXD12 HNRNPR GAB2 CHRNA9 LIN28A TSPAN2 EIF2B4 MAP2K6 ADAM9 YARS1 ANKS1B CNTLN RCOR2 NKX2-8 LIFR PIM1 ZHX2 MYH4 CYP2E1 PCM1 PPARGC1A TGIF1 PROX1 ZFHX3 MIDEAS ZBTB18 CGN NAV2 AGAP1 PRDM2 HAS2 EFNA4 NIPAL3 ENPP5 LY6G6E HOXA11 MME KY VIT KRT23 TBXT PRUNE1 CLEC4D LHX4 HOXA10 COL18A1 COLCA1 TCF7 SMAD1 KLHDC8A AGFG2 RALYL TM2D2 DLX1 KCNQ1DN ZMAT4 SYTL2 TLL2 BMP7 THAP12 RERE CDC42BPB NRP2 TBL1XR1 MARCHF10 LINC00310 ELF5 MITF KCNJ13 GPX2 FERD3L MMP21 ZBTB20 WFIKKN2 STX1A CDK1 PGAP1 SLC22A8 ELMO1 G6PC ANKRD28 EIF4A2 SLC26A9 SGCD NPPA NKD1 FBXW4 ABCD1 ABHD2 SPO11 MYCL SORBS1 LRRTM3 CKMT1B ABCD2 USP34 VXN C14orf119 HAPLN1 CYTH3 NLK FEM1C FGGY PLSCR1 DKK1 CNTF SH3RF2 NHLH2 CHN2 NEUROD4 OGG1 STEAP1 NDC1 AP1G2 GABRB2 AMMECR1L FGF17 SLC7A8 FGF10 MINDY1 PRKCB ZIC1 HOXC6 DMXL1 WNT3 SLC25A28 ACIN1 WNT6 SCAMP3 IGDCC3 ARID1A VAX1 SIX4 MAP4K5 TRIM33 HOXD3 SHF AKAP1 ASCL4 ZNF703 KRTAP15-1 PAM TMEM256 SCP2D1 TFAP4 MYL3 SOX5 NEDD9 SOX6 ELK3 C8orf86 HOXA2 KRT32 ZEB2 ITGB6 TFDP2 CUBN FOXA1 RPL23A NR4A3 DOCK3 BEST3 FOXP2 CORO1C HOXB4 EIF4E HOXB7 UCP2 EBF2 ZIC4 HOXB6 CPNE1 TAFA1 RBM39 HABP2 TSHZ2 PRRX1 PAX3 SLC6A10P CBFA2T2 SGK3 GPC4 RNF19B PCDH1 ARHGAP20 C18orf25 KRTAP11-1 PCBP4 TCERG1L CAVIN2 PHC1 EBAG9 SRRM4 SULT2A1 SOX14 PCDH8 PCDH7 NEXN EML4 TRPM1 SMO PANK2 EYA1 EYA2 HOXC11 CUTA PANK1 MOSMO KRT85 ADAMTS19 UBE3A SPOCK2 SNX17 CD27 LYSMD1 NFIX TCF7L2 SETD2 DCT PRDM13 SYNPR TGM1 CHD2 SCG3 TNFRSF19 NFATC4 SCNM1 NCDN TRMT1L DACH1 SLC17A6 SLC17A2 STEAP1B LPCAT3 SP8 MESP1 KBTBD12 TEF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TEF_Q6 LAMP5 HTN1 PDLIM3 HOXD12 PTTG2 SYT6 HOXD10 DDX17 CDH20 YIPF4 PELI2 DHX32 ATP13A4 PRMT3 TWIST1 FAM122A PHOX2B SCN2A EMX2 KRT10 LUC7L3 PCF11 SPAG9 UNC13D AC141586.1 OSER1 KRT77 PELO RALGPS2 HOXA11 GRHL1 ALDOB ESM1 RIMS1 ITGBL1 ARG2 MYO15A PPP2R2B AMD1 CDC42EP3 C9orf24 NTF3 KLF12 RSPO2 HPCAL4 CELF2 NDFIP1 EN2 FNBP1 WIPI1 RGS3 ATP2A3 DLX5 MAP2 TSGA13 MAB21L2 SOBP KCNJ16 FGF7 NRP1 SLC20A1 RAB5B FGF9 GNPNAT1 ZFP42 DPP10 DNAJC10 USP18 MACIR MSL3 PCDH11Y PCDH11X PTF1A TLE3 TLE4 LENG9 ARRDC3 ALG13 GRM5 TAF10 ATXN1 CCND1 ZNF277 ZNF485 PPFIA3 ZBTB9 COX7B2 SLC39A12 IKZF2 PDRG1 NEO1 GET4 SUMO4 TMCC1 RB1CC1 GBX2 C8orf82 SLCO3A1 ETV5 SYNRG BUB3 SPEM1 PAK1IP1 DLG2 PPP1R10 IGF1 KRT26 DGKI ASIC2 CSNK1E PLN BNC2 PBX1 C1orf122 LRP5 TOB1 CAST SLITRK2 AP1G2 SKIDA1 RIPK4 LMO7 FGF12 ENPEP TTN CBX6 ZIC2 HOXC6 KMT2E OLFML3 CRYGD USP32P2 ROBO1 HOXC4 PDE4B PUM2 PRKACB SPRED1 LOX LGI1 WDPCP KAT6B ANKRD40 CHMP1B SUN5 MS4A5 ZFHX3 TRERF1 IL20 MRPS18B CADM1 TFAP2B ASB7 CYSLTR1 CCDC85B SOX4 DSCAML1 UBAP2L PAG1 ST8SIA1 ARNT KCNS3 MIA2 CRB1 ZEB2 TSSK3 TFDP2 PRPS1L1 RAB6C ARHGDIB ZNF423 LARP7 NIN ITGA1 ABCB7 FOXP1 DOCK4 SALL3 SALL2 HOXB2 NEDD4 HOXB8 ZPLD1 EBF2 PRICKLE2 HIVEP3 HIVEP2 GARRE1 CACNA1D SLC25A17 AIFM1 CADM2 ZNF410 NDST1 PRKAG1 HCAR3 HCAR2 PAX6 RHOQ CTCF GSX1 NTN5 GPC4 SPRY2 HEY1 TRIM8 CXCR4 PCBP1 PAX8 ZNF407 YRDC PSMD3 BOC NKX2-1 IP6K2 EGR2 CNTN6 OTX1 C1orf116 UBE2H PURA EYA1 HOXC11 ZFYVE27 CHST7 SHKBP1 TBCC MOSMO S100PBP C12orf57 NPVF UBE2S FRY MAL2 NDP LRMDA MINK1 PCLAF NFIX GPRC5B IGF1R CDYL ARPP21 NPTX2 TNR C19orf73 SCNN1G BRINP3 CRIM1 CCDC14 ERF HMCN1 MRFAP1 NCDN COL13A1 CREB5 DPYSL2 SLC35C2 NTS CYP26C1 CDAN1 RSKR TEL2_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TEL2_Q6 ABCA1 HM13 U2AF2 SART3 PALB2 LIN28A CD247 RUNDC3A POLL MRPL52 MCRS1 CD3E ITFG1 C2CD2L MARK3 DCUN1D3 MIDEAS KAT5 DEPDC4 MARK1 DPCD DCLRE1C AP5M1 TMEM185A INO80 AGAP2 ZNF384 BIN3 ZNF768 TGIF2 TRAPPC1 ADAMTS4 PNMA1 PYROXD1 ZBTB41 ARHGAP45 SYVN1 MUSK IL23A INO80B CLEC4D DIABLO RIPOR1 ARAP1 STX11 AMD1 FCHO1 MGAT4A ESRRA ALDH16A1 RINL ARFIP2 ZKSCAN5 RPF1 PYM1 RNF6 DMTF1 RGS3 LYRM1 TCF12 DPP3 JPH4 DCTN5 ZMAT3 LIME1 CANX DNAJC14 TIMM10B SPIB CAP1 AGPAT1 CSGALNACT2 HYAL2 LTBR TMEM138 LYN SLC25A5 ARHGEF7 CLMN ZDHHC5 LPCAT4 HERC4 TRMT2B MPZL3 SEMA4C ZMYND8 RIN1 MAP3K11 WDFY4 RIN3 SLC39A11 USP3 ZNF646 SF3B4 ZNF687 NXT2 STARD13 DGKA STAT4 RAB43 DAPP1 NR1D1 CD2BP2 SUPT4H1 NIPAL2 AGL ACSL5 HCLS1 NASP EXOC5 PSMD13 APPL2 OGG1 VPS25 CAST FOXN3 GMPR2 TUSC3 CAPZA1 C16orf71 TAF8 MINDY1 CGGBP1 HOXC4 RALB PRKACA HIRIP3 GTSF1 PRKACB PPP4C FBXO22 SCAMP2 CHMP1B CLINT1 TRIM41 LYPLA2 CMTM6 DDIT3 IL11RA JUNB ANKS3 ISCU PIH1D1 ARRB2 LAYN VAMP8 SNRPB SLU7 HSP90B1 CCL2 PPIL1 TFE3 SIPA1 MAP4K2 CCDC85B SNX1 NEDD8 FXYD5 EXTL2 MEIS1 PTK2 CSAD UGGT2 ELK4 CIAO2A GGT7 RLIM ZNF800 HBEGF SLC30A7 CPNE8 MSANTD2 PTPN6 FIBP TAF5 INO80E NR4A2 RNPS1 TEAD3 FURIN DPPA4 CYB561A3 CORO1C ST7L PLCG1 PSMC2 DDX50 ATL3 CTR9 CD79A IKBKB GRB7 TNRC6A E2F5 RHOV ARHGAP15 TNS2 LSR ARHGAP4 DES ARHGAP1 CASP8 SHC1 ZNF408 SEC24C NDUFS2 KLHL20 SOX14 CTSS SLC9A3R1 HMGA1 CTSW UBE2N TMEM71 INTS3 LCP1 CKS1B ING4 BTAF1 KDF1 TIMM10 C1QTNF6 ERCC6 ZNF668 TMEM69 SLC39A9 POU3F4 CHD2 GFI1 PAFAH1B2 PIK3R4 CD40LG ERH MED26 CNTROB SMAP2 EDEM3 RGS14 SIRT3 CTTNBP2NL ALPHACP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ALPHACP1_01 CYP24A1 STARD13 FAM117A RP2 SNCA HNRNPR ERG28 HOXD10 HNRNPL ZFP91 ERO1B DNAJB11 PPP1R1B NKX6-2 AC097381.1 CDCA3 ADCY10 ANKRD49 GATM RAD9B POLA1 HES1 PCF11 ZMYM5 ABAT FLII ZNF385A LRCH4 COA3 FIZ1 NEK2 BRWD1 MRE11 HSD17B12 CD68 HOXA10 PPP2R2B FAM126B PDZD7 ESRRB AFAP1 SMAD6 OARD1 ACACA SMAD2 HBA2 HBA1 AGFG2 DDX4 ZNF524 GART DLX3 MORN4 ATP2A2 SFRP1 PCNA H3-3B RGS8 KLF1 THG1L FGF7 WASF2 UVRAG SORBS2 INTS7 LRP2BP DLEU1 ETAA1 DNAJC12 DLEU2 KCNT2 SERTAD1 ZMYM2 DHCR24 ZNF644 SLC25A4 KIAA1841 ICAM4 ZDHHC5 ICAM5 SEPTIN4 SF1 TLE1 SLIT3 ZNF362 GNB2 TAF15 SDS SLC26A9 USP21 SORT1 SNX20 MAP3K13 H2AC1 ZBTB10 USP5 HK2 EHF TPCN2 TMCC1 AMELY NT5DC2 ABCD2 WNT8B GLB1L2 SKA2 H2BC1 FLRT3 BRD2 HSCB SP140L JARID2 SELENOK PPP1R10 GRIA3 NID2 ELAVL3 MID1 ELAVL4 SOST ILF2 MACROD2 FAR1 DGKZ CLRN1 RAB39A LRP8 DCAF11 CALM2 CDH10 DUSP6 XPO1 FOXN3 LMO3 RBM3 RBM4 ENAM TGFB3 CNOT3 PRKCSH KLHL4 OLFML3 ATOH1 WNT3 MYOCD SLC25A25 RGN DNAJC4 FBXO24 DND1 OLIG2 ASPM LINS1 MIEF2 SPATA20 USP1 FGF20 IRS1 SYCP3 MRPS18B CADM1 SIX1 PRCP COL1A1 ASB7 ABCA7 ADAMTSL1 ADNP2 ELK1 SESN2 MEIS1 CCNG2 SLC9C2 HOXA2 ZEB2 PRR11 RAD51B ACTL6A ATF6B TMEM160 TUG1 AFF3 ELP6 FDPS SLC25A35 TNFSF11 SLC25A13 VCP PNRC2 SLC25A10 EBF2 PNRC1 CIART CLTA ARID4A RHOQ PAX1 PTMA SPRY2 TDO2 CRYL1 MAZ GPC3 GGNBP2 ORC4 DLGAP5 PCP4 DLG3 SHC3 TSC22D3 DDC CCDC151 SSBP3 PTCHD4 SOX14 OTX2 LDB2 UBE2C ZSCAN2 CDV3 NRL PANK1 CNTN2 TOM1 C12orf57 NRGN UBB CNTD1 UGP2 NDUFB3 VPS29 PRKCZ CALD1 CDH1 NFYA PPM1B CDH6 CDH9 PRDM10 MROH7 POU3F3 NFATC4 LETM2 BRINP3 LARP1 BAHD1 STAMBP ERF UBXN11 ISL1 DBI TP63 GRHL3 SON UTP18 SLC17A6 SP1 SP2 NIPBL CKS2 DDIAS LPCAT3 MEX3B GATGKMRGCG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GATGKMRGCG_UNKNOWN E2F3 HPS5 ZBTB22 RBM3 CLSTN1 EIF5 HOXD12 CNOT3 RBM5 REXO1 SART3 ZNRF2 FAM160A2 WNT3 TIA1 MRPL38 NFU1 IRAK1 CIZ1 PCIF1 YY1 STRN4 EEF2 GTF2H1 ISCU EP300 C1QL2 MED22 PATZ1 RNF26 ZADH2 SNX13 PPP2R2A MED1 REPS2 FRY RAD23A PPP1R12B CCDC186 SPCS2 ATF1 UBR5 PCNT LIMD1 RPL7A FKRP C21orf58 CACNA2D1 DPH1 UBXN11 RPL27 RPL24 SLC10A7 PHF12 REM2 YWHAE SUV39H2 MORN4 UBTF TSC1 RAB22A YWHAQ NEUROD2 H3-3B DNM1 DUSP6 AP3_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP3_Q6 IGF2-AS HMGN3 CDK14 C5orf64 MASP1 ADCY8 MPV17 FSTL1 RORA LEMD1 WT1-AS HOXD10 SRSF6 FLI1 PICALM WWP2 KCNK5 SMOX RAPGEF4 VNN2 ATP13A4 PHOX2B TMEFF2 RCOR2 OXNAD1 TAOK2 MYH6 SRSF1 TGIF1 RND1 NPC2 ZBTB18 CGN MLLT10 SMPX PRDM2 ESCO1 ERBB4 HAUS2 BCL2L2 GNL3LP1 VIT TAL1 ISCA2 DMD LHX5 ADGRB3 LHX6 IL1RAPL1 GAD1 SLC44A1 SREK1 PLAG1 GAS2 NXF1 SMAD1 DDX6 ABCG8 NTRK3 SEMA6A ABCG5 ELOA2 TRPS1 NTRK2 RGS6 TRIML1 RGS8 BMP5 SOBP PCDHA6 TBL1XR1 SEPHS2 NRP1 MSR1 EVX1 MYBPC1 GLRA2 ALKBH6 WBP1 TTLL3 KCNJ13 EDNRA WHRN CCDC91 NMUR2 BAG3 TMEM59 ARHGAP11A TMEM35A ICAM5 TMEM255A MGAT4C SEPTIN5 CACNG3 CACNG2 OTUD7B MXD4 TAF15 TCEANC2 NSD1 TBX19 SGMS2 ABHD1 NEO1 PID1 LRRC57 ETV1 RADIL SERPINB12 USP32 DTNA ABCA12 WNT8B HAPLN1 RBM24 JARID2 ELAVL2 PTGFR AAR2 LRP1 MEOX2 ZNF322P1 TSPAN16 NSD3 ATP6V1E2 LRRN1 BMP10 LMO1 MAP3K20 TBK1 FGF17 ACKR3 PDE3B CASK RPS6KB1 FGF13 ENPEP MINDY1 PRMT9 ANKRD7 TRIM54 TRIM46 WNT3 MYOCD PAPPA UNC5C TENM1 RBM11 TTLL6 ACTN4 NRN1L AHR TMEM52B CNBD1 PSMA1 MAP4K4 HNRNPA0 TESK2 MFAP2 ASCL3 HDLBP SNX6 UBE2V1 CXXC4 MEIS2 JUND UPK2 FN1 LRRN4CL FOXP2 MMAA NMT2 POLD4 PHF3 HOXB7 CXCL14 NCKAP5 EBF2 HOXB6 CPNE1 CD79B HIVEP1 MYLK SLC5A3 DPH3 MYPN TACR1 ARHGAP17 SPRY4 ARHGAP12 ARHGAP21 JADE1 GSR RNF19B TRIM8 NCKIPSD TNIP1 TFIP11 RALBP1 NRXN3 OTX2 ARID5A MPP6 PCDH9 GAN PCDH8 MBNL1 KRTCAP2 PCDHGB2 SMC6 TRPM1 HOXC10 EIF4G1 PPM1E NREP ERN1 ZFPM2 PPM1L JMJD1C PATL1 DPF2 IRX4 TBC1D21 SAV1 CALD1 IRX2 TRA2A CD109 CTNND1 ANXA6 PRDM12 LINC01565 POU3F4 CHD2 FEZF2 GFI1 CHD6 GEN1 SCNN1A COL4A4 COL4A3 GSTA4 SPARC NUP155 SULF1 C18orf54 SP6 SP7 ADGRG4 CRK CYP2W1 ATF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATF1_Q6 LDHA CDX2 CDX4 PPP2R5C AQP7 OGDH CD2AP IRF2BPL SRSF6 CREB3L2 RAB25 RUNDC3A CTC1 STC2 GEM PTPRU MAGED2 PPARGC1B CD37 ZBTB18 HAS1 CORO6 HSD11B1 TGIF2 ADAMTS3 CHGB IGFLR1 WFDC3 KCNMB3 DAAM2 ATP6V0C SULT4A1 LHX1 TMEM86A ARG2 PSENEN KLHL22 PDZD8 OSBPL9 SMAD6 ESRRG MCAM U2AF1L4 TSC22D2 ZFAND5 C10orf82 NTRK2 AREG GK FGF6 PPARD KCNIP2 TMEM147 MAP1LC3A ANGPT1 HHIP SIK2 GSE1 CCNI ZWILCH SPATA18 MBD6 FOSB DGUOK COQ10A KLF9 DOK1 BSND YPEL4 CCND1 EIF4A2 EIF4A1 GNB4 TAMALIN CSF3 CSF2 YWHAZ CREM TMEM263 TH GPM6B PFAS SUMO4 STAT6 PCSK1 CYLD PDE1A PER1 MLLT6 SNAP25 FBXW11 FOXD3 MAPK10 PCK1 SDHB DUSP3 BNIP3L USP48 NEUROD6 HTR2C SIK1 THRA PDGFA LMO4 CBX8 TBC1D23 GDNF NR2E1 TOP1 NANS ELOVL5 SPRED2 RNF148 SCAMP5 YEATS2 RET CHMP1B NCALD SPATA20 AFF2 EEF2 PDE4D RBKS ERC1 DDIT3 ELL2 LAYN FAM131A DNTTIP1 COL1A1 SLC38A1 TRIM39 SCP2D1 TNFRSF12A TFE3 KCNA6 RRM2B KCNA5 AFF4 AKIRIN1 HOXA4 JUND DYRK3 RPL4 NOVA2 ATL2 NOVA1 PARD6A MAFF ITK UCN LMCD1 RPL23A RNPS1 HSP90AB1 FOXP1 SUV39H2 KCTD8 NRF1 HOXB1 NEDD1 CACNA1G CPNE1 SYT13 HABP4 HOXB9 FBXO33 IKBKB GLI1 SST PLEKHA1 CLDN7 COPB1 RAI1 NR6A1 VGF C1orf35 ASPHD1 PAX1 CDC42 FOS CCN4 KRT33A OSR1 PPM1J LOXL3 PAK1 NFIL3 TSC22D3 DLG2 SPATC1 SEC23A GABRG2 NOL4 SRRM4 SOX11 MBNL2 NRXN1 UBE2H PDP1 HOXC10 CUTA CFL2 SEZ6L2 VIP IRX4 IRX6 CNN3 CALD1 NDP HS3ST2 IVNS1ABP TSPYL5 TPM4 TRIB1 PRDM12 HAND1 PAFAH1B1 EHD1 FAM78A ST20-AS1 SCG2 MAF ERF FLT1 HS3ST3A1 ADARB2 CENPE ISL1 MROH5 RNF44 ID1 BABAM2 SPATA32 SLC18A2 C11orf87 SIDT2 E12_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/E12_Q6 IGF2-AS HMGN2 AGO1 SYT4 C1QC RANGAP1 DCAF1 PLEC WTAP CYRIA CCDC88B RAPGEF4 RAB26 PTPRJ MIR22HG ARHGEF38 STC2 AIG1 MDGA1 MYLK2 CYP26A1 SGMS1 PKN1 PIM2 DOC2A TMEM178A HSD11B2 SERBP1 EPDR1 UNC13B AGAP3 MFNG CRELD1 ASB14 SORCS2 HNF1B ST3GAL5 PLAGL2 GIT1 SASH1 GPD1 DNMT3A ODC1 C6orf15 TREX2 LYPD1 SMAD3 PCDH15 MYOZ3 RALYL GGN NKAIN2 NTRK3 FBLIM1 WWC1 LAMA5 UNC45B NTRK2 SEC31B MAP7 CHRND RPAIN FOXI1 BMP6 PPARA NEURL1 GFAP FGF8 ZNF710 CANX KCNK12 DOK7 AP1S2 SLC23A2 SLC24A3 SEMA3F SMTNL2 CALN1 WFIKKN2 ACAP1 FCMR POLR1D MEGF8 ARHGEF12 COQ10A ELMO1 ARVCF CKM CHRDL1 SORT1 RIN1 AP5B1 GNAS ADAM12 EXOC6 FUT8 USP2 GPM6B NDUFAF3 PTK2B C1GALT1C1 PEX10 SIM1 VWA2 RNF220 SELL MYOM3 IGF2 TRIM23 TTC17 LYSMD2 GJB2 SOST GRIA1 FYN RASSF2 GFRA1 NHLH1 WDR20 LRP5 MTSS1 TNNC2 WNK2 FGF11 LNX2 ANKRD2 TGFB3 TNFSF13 CALB1 DMPK ELOVL1 GATA2 CCNJL PACSIN3 ANK2 ROBO3 WNT6 NEGR1 MTUS1 DSCAM GPD1L BICDL1 COL22A1 DLL3 DLL1 ACTN3 HES6 NPEPPS JSRP1 MANEAL WDR81 ARHGAP36 IGSF8 LRP10 CADM1 SPCS1 TNFAIP1 SPTB ME3 GRB2 SIPA1 SSH2 NSG2 ITGB4 CCDC85B RRAGC CRCT1 CORO2B CORO2A TEAD4 SFTPC RUNX1 HBEGF CPA4 ANKRD13B IFT20 PHACTR3 FSCN2 KCNB1 ITGA2 NR4A1 BEST3 ANKRD39 CXCL14 ITGA6 HOXB7 GPR37 MYH14 GRB7 DNAJB5 TAFA2 PRKAG2 HR PNPLA2 LARP1B PPOX ZNF205 JADE1 PLCB3 OSR1 DCLK2 ADAMTSL2 SOX17 IGF2BP1 PLEKHH3 MT3 NOL4 MAMSTR NUP88 ARID5A ARL5B ARHGAP24 HMGA1 CCNL2 EYA3 FAM53C DEF6 CHST9 CA7 ESRP2 ATXN7L2 CFL1 KLHL13 KRAS CAMK1D TNFRSF21 IRX6 ABLIM3 SLC37A4 MINK1 EGLN1 CDH2 CDH5 TPM3 CPZ ALDH1A2 PLPPR1 MPPED2 POU2F3 KRT8 LINC01565 PSTPIP1 ENO3 RTN4RL2 NFATC4 NEDD4L CAMK2A CHD5 SCG2 DALRD3 COL4A4 CNNM2 COL4A3 SLC12A5 CELF4 GDPD2 PPP1R9B NBL1 INVS KCNN3 HEYL HIF3A POFUT1 LINC01879 IGFBP5 E4F1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/E4F1_Q6 PNMA3 SLC36A3 LTBP1 RUSC1 PHF20 PDLIM3 CD2AP RAB1A IRF2BPL EPC1 CRY2 GRIN2B FSTL5 FAU DHX36 GNG4 INTS12 STAG1 RUNDC3A PITX2 WNT10A BRAF ANKS1B ADIG OXNAD1 TBRG4 GEM SRSF1 BCL2L13 PPARGC1A SSTR2 ARMCX6 STT3A MIR9-1HG MRPL49 CCDC148 ADAMTS3 CHGB ZC3H10 PTCH1 NEK1 ALDOC CDK2AP2 TOR1AIP1 ATP6V0C ARG2 PPP2R2B PSENEN SLC31A1 NKX2-2 CEP83 TRPC1 PDZD8 FXR2 MCAM U2AF1L4 TSC22D2 SYNGR3 ATP2A2 RNF5 RAB2A PKP4 ARF4 GRK6 SECISBP2L SLC25A37 ABCF3 FGF9 SLC20A2 PNMA6A ITFG2 TBX20 ZBTB21 UFC1 ATP10D PELI3 NAP1L2 CKB EIF1 TCEAL9 MAP1LC3A SRPRA KDM2A MASTL RAB6A GOLGA5 CCN1 AGPAT1 MRM3 CCER1 GOLGA2 KDELR3 CCNI SRGN ADNP CD160 TLE3 LENG9 FOSB COQ10A RBBP8 SH2D2A TAF10 GRM3 DACT1 RPL41 EIF4A1 GNAS MAP3K13 PTOV1 PPP6C RPRD1A SLC39A13 TMEM263 ZNF367 ZNF687 POLR2A CBY2 RUSC1-AS1 FOXD3 FLRT3 SHISA6 DNM3 GPBP1 ZNF24 AZIN1 ETF1 FZD7 YWHAG RPS6KA3 PSMD12 DUSP1 WDR48 PTP4A1 ZBTB4 ZNF462 USP48 HNRNPA2B1 SARAF NEUROD6 CALM2 ZMYND15 TP53INP2 SIK1 LMBRD1 FGF14 MORF4L2 EIF5A CBX3 UBQLN2 CBX8 TBC1D23 FOXRED1 ZNF184 LGR5 SLC25A25 ELOVL5 ANK2 RBMS2 MED15 S1PR2 KAT8 GNL1 MIR137HG SCAMP5 SATB2 GLOD4 ZNF711 ERC1 NUMBL ZNF516-DT SMARCE1 CHPF TNFAIP8 ATAD5 SMARCA1 STX5 HMGB1 KYAT1 CCDC130 TSPAN13 KCNA2 NINJ1 NEDD9 KCNA6 SOX9 ATF1 AKIRIN1 PRR3 DDX3X ZEB2 SLC30A5 RHOBTB1 H4C8 MAFF CSTF3 EPB41 RFX5 MRC2 FOXA1 NR4A2 NR4A1 NR4A3 DMTN HOXB3 PLK4 PDE7A CXCL16 LMTK2 SMIM19 RFX1 HABP4 TRMT61B IKBKB DDX51 HDAC6 TMEM175 C6orf62 SGIP1 CLDN7 OSBP CLDN3 DPH3 PRKAG1 NR6A1 ASPHD1 PTMA ELMOD1 OSR1 GTF2A1 FAM117B RANBP2 CALCRL SHC3 HDX FAM50A TSC22D3 FAM76B KIRREL3 RABL6 EGR3 NOL4 EGR2 EGR4 ZFY GJD2 PDP1 PURB SACM1L GAK HOXC10 DNAJC27 HOXC11 PSME3 ZADH2 SEZ6L2 PPP1R15A UBAP1 PPP2R2A IRX6 FKBP7 CCDC24 CALD1 NR3C1 TSPYL5 SEC63 GPR3 NDUFB2 TRIB1 C1QTNF7 HIC2 SRCIN1 NTMT1 HS6ST2 PAFAH1B1 C11orf1 LETM2 EHD4 SCG2 MAF ERF MARCHF6 GSTCD MAP1A CREB1 C1orf21 CELF6 ARL4D ID1 SLC18A2 C11orf87 PTGES3 ETF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/ETF_Q6 KDM1A AGO1 HMGN2 SKIDA1 RUSC1 WNT3A GRIK3 LMO4 EFNA3 LINC01138 CUL2 EPC1 UNC5B SRRM1 STAM PRKACB TSPAN2 CHAT KIAA2013 MIR137HG KCND3 MTOR LAD1 RXRG YTHDF2 ARID1A ST6GALNAC5 CCDC6 TRIM33 EMC1 VAMP3 AGO3 ZBTB41 SCYL3 C1orf43 RRAGC YBX1 RASAL2 ELK4 DCAF8 ZEB1 HPCAL4 CELSR2 RPRD2 RO60 SUV39H2 FAM13C RNF2 H3-3A CACNA1E RGS8 MARCKSL1 RERE DAP3 BMI1 ZSWIM8 CLSTN1 CMPK1 ZBTB17 CCSAP MRTO4 COP1 KCNQ4 PITHD1 CRTC2 YY1AP1 UBR4 ZFYVE9 TENT5C MIER1 ZNF496 CDC7 ZNF644 ZNF281 CSGALNACT2 SSBP3 SOX13 KIF17 ARTN POMGNT1 MFN2 CTNNBIP1 ZNF362 MAST2 GNB1 XPR1 ATXN7L2 ASH1L UCHL5 USP21 SLC41A1 KPNA6 CAMK1D CAMK2G NFYC CDC73 PRDM16 ZNF687 FAM76A PPP3CB POU2F1 WAC SPATA6 DNAI4 FOXD3 RNF220 LRRN2 RAP1GAP C1orf21 TMEM222 MAN1C1 PHF13 DR1 SLC18A3 LRP8 MCU FAF1 USP48 NFIA HEB_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HEB_Q6 C1orf210 MLIP HMGN2 S100A8 PGF EFNA1 RAB1B RORC SYT6 L1CAM ITSN1 AGBL5 HOOK1 VSTM2A ADGRL3 ACTG2 PRMT6 GRIN2B GRIN2D SEMA7A CREB3L1 RARA S100A2 POLL MIR22HG RCOR2 MYH3 RXRG COLEC12 FAAP100 TSC22D4 DPCD BTF3P11 ADAMTS8 CATSPER2 MAPK4 MIR9-1HG HSD11B1 DOK3 ZNF385A PMP22 MYO18A TRAPPC3 KCNMB3 PPP2R3A CDK5R2 ERBB3 ELN CACNB2 CACNB3 BCL2L2 DAAM1 KCNJ2 MUSK SPATS1 MACF1 IMPG1 MRPL54 ADGRB3 FBXO5 RIPOR1 ZNF398 GPD1 DVL3 TRPC4 SRP54 SMAD7 KLF13 LINC01089 EN1 COL16A1 KLHDC8A GAS7 CHID1 MLLT11 TBC1D10B CCDC65 C10orf82 HPCA RGS7 FAM98A TMOD4 NUTF2 SYTL2 PDZK1 SOBP FITM1 SPECC1 RTN3 SRPX KDM2A BRD4 LMOD1 PRR30 ARHGEF2 ASTN1 FBXL20 TLNRD1 TMEM255A ARHGEF5 TLE3 GPR37L1 TEFM KSR2 ZNF362 CKM CCND2 GADD45G RIN1 CDC42SE1 GNB3 GREB1L KCNH2 RAPGEFL1 KCNH3 RAB3A CYP2F1 GPR62 USP2 H2AC7 ABHD4 MKNK2 RTKN ZNF646 CTXN1 FMO5 SUMO2 FNDC5 SORBS1 APBA3 BCL6 CLEC14A BAZ2A RASSF8 GABPB2 TBX6 H2BC3 PDK2 CYTH3 H2BC7 IGF1 NTNG2 GOLPH3L INF2 UBTF SVIL ORAI3 TUBA4A TUBA4B NR5A1 PDGFB GRIK3 TGFB3 RASGEF1A PRKCB MOB3C TGFB2 TRIM46 AAK1 HOXC4 GATA3 ZMIZ1 VEGFA RBMS3 SYNC WNT6 MIR137HG ZNF593 USP1 ANGEL1 PLXNB3 RNF213 MRGPRF YTHDF2 ST6GALNAC5 RTL9 WDR81 TNNT2 NFE2L1 CCDC26 TFAP4 KNCN SOX5 FBRS CSMD3 MDK KCNS3 UBE2D3 HOXA3 SLC30A1 RPL4 ANGPTL2 TRAF4 NUDT18 HID1 PTPN7 TRIP4 DOCK6 SUV39H2 NOSIP INKA1 H3C3 H3C4 XCL2 MYLK CELF3 NDST4 ZSWIM8 NDST2 PRKAG1 CBFA2T3 CBFA2T2 PAX1 RUNX1T1 MEN1 SLC1A4 VN1R3 KCNQ5 TRIM8 SLC1A7 ZP1 GPR162 KIRREL2 DLG2 KLK13 EPN3 NOL4 MAN1A1 CARMIL3 RASL12 ALK OR10J1 DHRS3 HOXC12 PSD ATXN7L2 ITGB1BP2 CNTN2 PSME3 KLHL10 SEZ6 ACVR1 SPOCK2 NANOS1 CLVS1 IL34 GPR1 TPPP3 ANXA8 PRRG2 UFM1 ZNF668 TNS1 TEPP GFI1 RNF121 TMEM184A ACTB DTX1 RUFY1 NT5C3B XPNPEP1 WNT2B CADPS MED13 ZRANB1 SH3BP1 TIAF1 RNF111 ICSBP_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/ICSBP_Q6 AIF1 HNRNPD PPP2R5C BBX SYNCRIP XRN1 MXI1 DNAH6 CITED4 B2M NT5C3A CYP7A1 RAPGEF6 ADAM8 TSPAN2 MAP2K6 TWIST1 SLC12A7 MPDZ NOL4L RCOR1 KRT12 TSKU IFI44 TGIF1 PPARGC1A FAM53B MSX1 ZBTB18 ARMCX6 IFNB1 CCDC148 VGLL4 HAS3 KCNMB3 HOXA13 ENPP2 ERBB2 DUSP10 TOR1AIP1 IFI35 KCNJ1 SLC11A2 MOV10 MAML3 IL1RAPL1 NKX2-2 SREK1 MGAT4A HPCAL1 LGALS8 ATP11C ECM2 USF1 PYM1 TUBB6 CYB5B LAMA3 SYNE2 SEMA6D R3HDM2 PKP4 TCF15 ADAR FGF6 ZBTB33 P2RY13 RAD51AP1 FGF9 CPEB4 LY86 ATP10A ISG15 NFKB1 USP18 GRIPAP1 KDM2A SIK3 ATP5PD NABP2 H1-2 ARHGEF6 USP28 GZMK ZNF296 IL18BP EREG WDR82 IRAG2 MAP3K11 FUT8 SCML1 IKZF2 ZNF366 DGKA STAT6 CCDC140 CYB561D1 SORBS1 DAPP1 SOS1 DAGLA BCL11A C12orf4 THBS1 ZBP1 LY75 HAPLN1 NRG4 RRBP1 GSDMD LRRN3 DLG2 ELAVL2 TBX1 NPR3 ITPR3 ITPR1 LYSMD2 JADE2 TAPBPL LRP2 IFNL3 IFNL2 SLC15A3 ZMYND15 SKIDA1 TNFSF15 CBX4 EIF5A CASK TLR7 IDO1 TAPBP TOP1 ASPA CDKN2C GATA6 BATF2 CMTR1 TRMT112 LGI1 WDPCP SATB2 BST2 IL27 FMR1 SOCS1 TNFRSF17 IL21 SP140 ASCL2 CCDC6 MCUB PSMA3 SIX1 RIPK2 SLITRK6 EMP1 IL22RA1 CNTFR SP110 CACNA1C PTK2 GPR22 HOXA3 MEIS2 NDRG3 ZEB2 ELK4 CSAD TFEC TEK TFDP2 ENTPD1 ANGPTL4 LINC02363 PSMB8 PSMB9 UBR3 HDAC4 LURAP1L DIO2 HOXB7 CXCL16 ZIC5 HIVEP1 RBM39 PHF6 FNBP1L KYNU CELF3 DTX3L RBCK1 CREBZF PRDX5 PAX3 FES OSR2 UBA7 CXCR4 CASP7 ZNF407 POU4F1 USPL1 TMPRSS11A CABLES1 IRAK1 TRPM3 PLD5 OTX1 ESR1 CDK6 ARL5B CTSS PIGR PARP12 CHST1 PURA PIGV PRKD2 TNFSF13B ZPBP2 DDB2 KLHL13 ZFPM1 EPN1 BTAF1 FRY PCDHGC3 PRDM16 ST3GAL4 ALDH1A1 NPAS3 TAP1 LINC01565 TNFRSF19 PIK3R3 CHD6 TCIRG1 HMCN1 PLP1 COL4A2 COL4A1 PARP9 ZER1 MED13 NIPBL IFIT3 IFIH1 CRACR2B BANK1 SP8 SMAD3_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/SMAD3_Q6 AJUBA FAM117A LTBP1 RUSC1 HTN1 EDN1 PDLIM2 SYT7 GRIN2D FAP LIN28A BTBD3 RARB PITX3 ASAP1 BHLHE41 H1-0 WNT10B CGRRF1 ANKS1B ZHX2 TMEM164 TAF6L LUC7L3 DCTN2 C1QB MIR9-1HG TMEM79 SMPX LAMC2 TGIF2 CDK5R2 PABPC5 PFKFB1 CEACAM19 CACNB2 CACNB3 MYT1 RIMS1 ACKR1 NECTIN1 STX16 ALDH4A1 LHX6 MN1 GIT1 KLF7 S100A16 SMAD6 ANKMY2 LRRFIP1 ESRRG MAP7D1 PLEKHH2 S100A14 AGER FXR1 NTRK3 DLX3 KCNJ8 MAP2 MARCKSL1 TSHZ3 FGF7 CCDC33 PELI3 SPECC1 SCRG1 ZNF654 NOS3 FOXB1 COL11A2 NR2F2 AGPAT4 TXNDC12 TP53I13 ARHGEF19 SERINC2 GADD45G C2orf66 ZMYND8 CLDN16 CSF3 FAM110D EPHX4 NNAT MYCL SOGA1 ZDHHC22 CCDC140 KIRREL1 PPP3CB NDUFA4L2 BCL9L THBS2 BAZ2A MTMR4 TLX1 WNT8B HAPLN2 JARID2 FZD1 NLGN2 DUSP3 ANKS6 C11orf53 ATP6V1E2 JADE2 DRC3 LRP2 BAMBI APBB2 MSS51 EIF3J FGF14 MORF4L2 CRABP2 ACKR3 FGF11 DMPK IL17RB TGFB2 HOXC6 ELOVL1 TOP1 OLIG3 HOXC4 SMG5 SLC4A2 LOX TFAP2D PLEKHA6 PLCXD2 FGF23 ARID1A ACTN2 HES7 PDE4D YBX3 ST6GALNAC5 RELCH ASB2 MFAP4 HMGB1 TMEM256 ITGAE SIPA1 BMPR2 CNTFR TIMP4 SKP1 MEIS1 ZEB2 RLIM TFDP2 SKIL NYX PTPN7 PTPN6 GABRE ATXN7L1 NIN EPB41 RFX4 RFX5 CPNE6 MRC2 DOCK9 CRAT TEAD3 R3HDML SHANK1 FOXP1 HOXB1 CDKN1A KCTD15 DENND2B RAI1 CELF3 NXPH4 PAX3 CBFA2T3 PAX2 CLTC BZW2 RNF19B PAGR1 GPC3 PAK3 SIAH3 EMID1 LIMD2 ADAMTSL2 POU4F1 ITIH3 NDUFS2 NKX2-1 SSBP3 SOX14 NRXN3 OTX2 CDK5 PURA LCOR EYA4 EYA1 SMTN CHRM1 CHST9 KDM3A ZADH2 JMJD1C KIAA1191 PRLHR ACVR1 HCRT EDA IRX5 CABP2 FRY HS3ST2 SAV1 ABHD15 SRCIN1 C1QTNF5 ANXA9 CHD2 POU3F4 PIK3R3 SYNPO PLPP7 CHDH HMCN1 ERG B3GALT2 C1orf21 RASL11B SLC6A9 NAT8L ZRANB1 EBF1 C11orf87 TEF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TEF1_Q6 ATP1B1 AGO1 HMGN2 CCSER2 SYT2 SYT8 TSPAN9 BBOX1 HOOK1 EPC1 CUL2 BDNF LIN28A PRMT3 CDCA3 PTPRJ VANGL1 SCN2B PTPRF CRYAB KDM5A CYP26A1 SLF2 CAVIN3 FAM53B DENND1B RAB18 PIAS3 CGN ZNF384 LAMC2 LAMC1 EPS8L2 ADD3 CHKA MTX1 EPHB2 PEA15 ZBTB37 LAMB3 PRUNE1 NECTIN1 TMEM86A LHX4 SZRD1 PDZD8 LRRC32 ZC3H11A MCAM ABCG4 EPHA2 PRRG4 TNKS1BP1 MLLT11 NOTCH2 RAPSN RNF207 RNF2 SYTL2 NNMT OR10A5 FGF6 ELF3 LINC01164 NFKB2 GDPD4 KCNIP2 RTN3 KISS1 PBXIP1 C10orf71 LMOD1 CCN1 NKAPD1 POGZ ACTA1 CLC OTUD7B MAST2 IL18BP POGK PPA1 CCND2 TENT5B NPPB CDC42SE1 ZNF485 NEXN-AS1 SDCCAG8 FIBIN CA14 USP2 USP5 SLC39A13 PPFIA1 RCC2 PGAP2 BCL9L PRKAA2 TLX1 THBS3 ETV3 DNM3 SWAP70 IPO13 LMNA DLG2 MTF2 ELAVL4 CPT1A TMPRSS4 RAB30 BRMS1 PBX1 DPM3 RBM14 SKIDA1 WNT3A ANKRD1 TOR1AIP2 VCL OLFML3 DAB1 CDKN2C ANK3 GATA3 ZMIZ1 SRRM1 TRIM63 MADD ARID1A MRGPRF VAX1 TNNT2 TIAL1 HSPB2 MFAP5 FGFR2 SIPA1 CNIH2 KNCN TINAGL1 PAQR6 HDGF MAPKAPK2 PTPRCAP ITGB1 MDK FXYD6 RASAL2 FOLR1 OVOL1 CCDC18 MUC1 TMSB4XP1 ARHGAP29 OVGP1 LRRN4CL SLC6A13 CACNA1S POLD4 CACNA1E DENND2B RSC1A1 NID1 SGIP1 CELF3 IER5 CDC14A MYPN DEDD UBXN10 PRRX1 PAX2 SYNPO2L FRMD4A SLK SLC1A7 LOXL4 SHC1 KIRREL3 PPP2R1B BRCA2 EGR2 MAN1A2 AAMDC ADIPOR1 PADI2 C1orf116 TIMM23 PLEKHN1 PRRC2C KIF1B TNNI3K JMJD1C ATPAF1 PTMS CEND1 JAM3 CKS1B CNN3 SAAL1 PRDM16 ANXA8 RASGRP2 CD2 RTN4RL2 EHD1 NOTCH2NLA SCNN1A KDM4D CHD4 CNNM2 WBP1L NES MPZ PDZK1IP1 C1orf21 RSF1 AVPI1 SLC6A9 CWC15 SLC17A6 DR1 CTTNBP2NL SH3BGRL3 TMEM125 TFIII_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TFIII_Q6 FAM20A VSIG2 HTN1 FFAR4 RORC SYT7 ERG28 HOXD11 SIN3A FLI1 CD44 PSMC3IP VPS13C LIN28A TSPAN2 MIR22HG RARG RCOR2 NODAL EMX2 MYLK2 HCFC1R1 JUP FCHSD2 PPP2R5E MMD BCL2L2 CDK15 LYL1 TMEM86A TSEN54 NKX2-2 NR1H3 CDK12 UNC119 CELF1 ESRRG GGN OSR1 FOXG1 ARHGAP44 PKP3 NUTF2 TCF12 JPH3 RAB5B FOXA2 HCAR1 KCNJ10 ANP32A FOXB1 NR2F2 ADAM11 ADAM10 MICAL2 SF1 ZNF143 CATIP CTNNBIP1 YPEL4 CCND2 NAB2 ZMYND8 GNAS TNFSF12-TNFSF13 KCNH3 BCAT2 APC2 NNAT BCL11A CKMT1B SBSN MPC2 BCL9L BAZ2A ZNF263 UPF2 CAPN5 LMNA NLGN2 ELAVL3 ATP1A2 STAT3 CAPN1 RPS6KA5 LRP1 UBTF MEOX1 PHF13 RAB35 DGKZ PBX1 PTCH2 LRP3 CALM2 ABCC6 XPO1 THRA HJV LMO3 FGF14 ZNF580 LMO4 FGF11 TGFB3 SLC7A8 CBX4 WNK4 JAG1 TNFSF12 KLHL1 IL11 ZIC2 TRIM46 GATA3 HOXC5 S1PR1 SPRED2 EED ZNF579 TFB2M CYGB SH3BP5L CASKIN2 CNST PI4KB CA10 MTA2 SIX5 SIX4 IRS1 WDR81 MAP4K3 ASCL1 NPTN PLXNC1 TFAP4 STRAP RHBDL3 EHBP1 NDRG2 BMF MAFB MRC2 ITGA3 SHANK2 CORO1C PPIG SALL1 SHISA6 CYFIP1 RHBDL2 PHF23 FBXO36 NXPH3 PRRX1 PAX2 CBFA2T2 PAX1 FEV MAX ARHGAP5 PAX9 CRTC2 GPR162 KPNB1 ALX3 NKX2-1 SOX13 LDB1 ADIPOR2 PCDH9 INHA KRTCAP2 POLR1G HOXC10 HOXC11 CHRM1 NCOA6 ATXN7L2 CNTN2 PSME3 ST3GAL2 SMG7 NFIX IL34 TCF7L1 STX1B MSI1 POU2F1 POU3F3 NFATC4 PAFAH1B1 APPBP2 BAHD1 MAF WDTC1 NCDN C1orf21 CELF4 CNNM1 THOC6 PPP1R9B FZD10 UTP18 SP7 PCGF2 GCCNNNWTAAR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GCCNNNWTAAR_UNKNOWN CCDC126 FAM117A PDGFB IER5L MMP9 HTN1 STK35 LDHD TGFB3 RALGAPA1P1 GDNF CBX6 SHH VCL DMPK ATOH1 DAB1 CDKN2C RPL10 CTDSP1 TOX2 H2AX BHLHE41 COCH PHOX2B PITPNA RPP21 SOCS2 SCUBE3 PTPRG MAGI1 ALPK2 ARID1A VAX1 PPARGC1A MSX1 ZBTB18 INO80 CADM1 ADAMTS5 USB1 RALGPS2 KYAT1 PTCH1 SLC2A14 SOX5 SOX4 ABCA1 C1orf43 SFXN5 OTP UBE2D3 NECAB3 HOXA4 HOXA10 SFTPC NDRG2 MN1 NKX2-5 SZRD1 RFX4 ITGA3 EN2 RBMX RAB33A FOXP2 CDKN1B HOXB8 SLC25A10 DNAJC22 KCTD15 PHEX XPO7 C6orf62 JPH4 OPCML FGF9 HPS3 MITF STON2 PEX5 FES PTMA RUNX1T1 MMP24 ASGR1 SIK3 NFIL3 PCGF1 IMPDH2 CCER1 EGR1 ZFP82 TPP1 PTCHD4 INPPL1 EGFL6 MPP2 OTX1 HMGA2 VASP EML4 GNAQ TBCC EPB41L5 ZADH2 ADAM12 KCNH3 TMEM59L TAMALIN ALPL DPF3 OPN1LW CA14 ERRFI1 FHL3 NDUFAF3 ATP5MC2 KLC2 TRIB2 CSDE1 NPTX1 TMCC1 FSBP HPSE2 CAMK2D NFATC4 SLC39A5 ETV6 ETV5 DALRD3 BCL9 ERG MIR17HG HROB DGKI NPR3 ISL1 ELAVL4 MID1 CELF4 ITPR1 DUSP5 MEF2D FYN GYG1 KCP SLC5A7 GGA1 HTR2C ABCC5 LRP5 TFIIA_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TFIIA_Q6 SLC9A9 CDIPT C5orf64 HTN1 SYNCRIP KRTAP20-2 ACTG2 CCDC88B BTBD3 BHLHE22 H2AZ1 PELI2 BCL7A BORCS6 STAG2 PRMT3 MIR22HG ANKS1B ROCK2 CRYAB HMG20B C2CD2L AP4M1 HEXD PCF11 INO80 ARMCX6 PELO ADD3 MCTS1 ADAMTS5 CD248 PDIK1L FLYWCH1 LHX6 NUP54 STX10 PLAG1 SZRD1 TRPC5 OSBPL6 ACACA COL16A1 DDX5 EPHA1 ABCG4 EMILIN1 DLX3 LAMA3 SAP130 SFRP1 ATP2A2 KRT72 SMURF2 CHRND CCKAR KCNJ10 GPX2 MMP20 ANGPT1 TUBB4A NR2F1 ZNF644 SRPK2 KDELR2 HYAL2 RBBP4 INPPL1 SRGN MMP15 FOSB ATXN1 CCND1 CHRDL1 ZBTB8OS PTBP3 TMCO5A ENTR1 SGCA PPFIA2 YWHAZ CA14 FHL2 KLC2 EDEM1 GJC1 NR1D1 HPSE2 PTK2B BCL6 MLLT6 ETV6 ZMYM4 VASH1 HAPLN3 TRIM28 CS AXL LMNA COL15A1 ELAVL1 NLGN3 MAPK10 PHF12 BIRC3 CAPN3 FOXE1 LUC7L NEUROD6 TEKT4 GOLGB1 JDP2 SNCAIP GABRB2 FGF14 FGF17 STK35 EIF5 CSPG4 CBX6 IL10 TGFB1 ZIC2 SZT2 HOXC5 DNAJC7 RNF38 MS4A1 FRS3 ITCH UNC5C DSCAM PABPN1 PISD VAX1 ARNTL IL22 MANEAL WDR81 HOXD8 EP300 NAA60 TMEM184B SIX1 TFAP2B HSPB2 DCP1A COL1A1 VAMP2 PRPS1 FBXO11 TFAP4 TLCD4 SSH3 SOX3 SOX2 TFEB MAPKAPK3 KRT36 PHF21B ABCA1 MEIS1 REEP4 SRF TMEM38A HOXA2 MEIS2 TTBK2 SMARCB1 HOXA9 LRR1 GABARAPL2 ATXN7L1 EPB41 NIN RFX5 CKAP4 ITGA1 NR4A1 ITGA3 NEUROG3 FOXP2 HOXB1 TSC1 OGFOD3 MYH11 PHPT1 IER2 PNPLA6 IER5 CDC14A IRAG1 UBXN10 PAX6 GPC4 IFRD1 KCNQ4 PLCB3 GPC3 MCM7 ACTR1B YRDC CLUL1 ARHGEF25 POU4F1 TSC22D3 EGR1 GSC GPR19 MPP2 MYCT1 OTX1 SLC7A10 KTN1 GAN PIGR NRXN1 VASP TSPAN3 TBCC CNTN2 JMJD1C P3H2 NKIRAS2 NKRF ZBTB47 DPF3 FKBP8 CEP95 IRX5 ETHE1 GHDC CDH3 PRDM16 PMEPA1 TRIB1 ALDH3A1 HAND2 POU3F3 SLC39A5 CNN1 CHD4 WDFY2 KLK7 PLP1 NCDN DTX1 ANXA3 CDC25B LEP RNF44 NIPBL SP8 ID3 SIDT2 NFIB MYOGENIN_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYOGENIN_Q6 AARSD1 ATP1B1 HMGN2 AGO1 SYT4 S100A8 DNHD1 STAT5A HTN1 AQP5 POLR3GL SYT6 TRIM62 ITSN2 SLC26A10 GNG8 SYNE3 ZFP91 RUNDC1 CYRIA PICALM PSMC3IP NKX6-2 RPLP1 RARA RAPGEF3 CD247 DDAH1 PTPRJ WNT10B EMX1 EMSY ZBTB25 CYP26A1 PKN1 TGIF1 AP5M1 C1QA JUP PCF11 ADAMTS8 ZBTB18 KRT15 HSD11B2 EFNA4 ESCO1 ARV1 CACNB1 SORCS1 DAAM1 EPHB2 ATP6V0C ST3GAL5 OLFM2 CRIP2 SEPTIN10 MFSD13A EPHA2 GGN OSR1 FBLIM1 KCNQ1DN UNC45B FAM98A ALG10 CHRNE BTBD11 ATP5F1B TRPV3 SPI1 FITM1 BNIP3 TAS1R1 KCNIP2 GJA5 SOWAHC XYLT1 ZBTB16 ZFYVE9 WFIKKN2 LMOD1 TUBB4A FMNL1 ADAM11 ZCCHC24 TBX10 FBXL20 MBD6 CLC GPR37L1 EPB41L5 SORT1 GPA33 GNB3 ENKD1 KCNIP3 MCMBP RTKN COL2A1 CIC TPCN1 ZFP36L1 SUMO2 CYLD STK40 DTNB RUSC1-AS1 NDUFA4L2 TIGAR BCAS3 ETFB TTC13 FLRT1 RNF220 MYF5 AXL VEZF1 ELAVL3 KRT75 EXOC5 TJP1 SOST UBTF CDON RAB35 IQCD DGKZ GFRA1 LRP5 TUFT1 GRIK3 WDR25 ANKRD2 TGFB3 RRAD CNP ANKRD1 DMPK CDKN2C PRKACA ATOH8 NEGR1 NOL9 RNF213 STIM1 ARID1A MANEAL DDIT4 TNNT3 MACROD1 IGSF8 LRP10 DLL4 CADM1 IGSF3 VAMP2 COL1A1 TNFAIP1 SPTB FXYD1 SYT17 LRATD1 PODN EDC4 FGR KCNA2 SIPA1 BMPR2 CCDC85B ELK3 CCDC177 RRAGC TEAD4 SLC35F2 SLC30A3 RUNX3 CREBL2 HID1 IFT20 FSCN2 DOCK9 PARD3B TNFAIP8L1 BEST3 PLEKHA4 HOXB1 UACA ITGA6 RNF152 SERTM1 PCGF5 GARRE1 SGIP1 MAST1 ALG6 PAX2 SYNPO2L PAK6 RNF19B KCNQ4 VWA1 DES GGNBP2 TRIM8 LOXL4 SV2B RHOD GPR162 IGF2BP1 NOL4 MAMSTR P3H3 PIP4K2A LDB3 INHA HMGA2 SLC30A10 CCNL2 EIF4G2 C2orf27A CA7 SEZ6 CASQ1 EPN2 DPF3 SHCBP1L CABP1 SLC37A4 CDH3 CDH5 DCT SRCIN1 ALDH1A2 DDHD1 SMOC1 SLC39A9 PSTPIP1 ENO3 POU3F3 SCNN1G NEDD4L SELPLG HRC COL4A4 ERF SPACA6 COL4A3 WDTC1 ERH MAP1A ARHGAP33 SMAP2 NBL1 DBP KAZALD1 HEYL C11orf87 SH3BGRL3 TMEM125 ZF5_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ZF5_01 STARD13 AJUBA STAT5B GFER SYT7 ZNRF1 MICOS13 HS2ST1 PICALM FLI1 GRIN2B HOMER3 SEMA7A ILK LSM4 PIANP TLK2 BCL7A CRY1 DDAH1 BCL7C LRRC41 PHOX2A PTBP1 EFNB2 NKX2-8 ATP13A1 TGIF1 SPAG9 HS3ST3B1 APH1A ZC3H10 PABPC4 ZNF232 HEXIM2 SORCS3 TAL1 DRAP1 AEBP2 KLF13 ZNF521 FXR2 FAM13C ARHGAP44 HPCA TMOD2 AP001372.2 RGS7 NUTF2 CDC42BPB LZTS2 NEURL1 ATP10A EIF3A CMPK1 CCNE1 FAM160A2 XYLT2 ANKRD13A KDM2A FRAT1 SMTNL2 CAP1 NR2F2 RBBP4 ZDHHC5 ARHGEF7 TLE3 MMP15 ARHGEF12 SENP3 SPTSSA ZNF362 SENP1 ZBTB8OS RPL41 ADM GNB1 BNIP2 EIF4A1 GADD45B RAPGEFL1 KCNH5 FUT8 ZBTB7A KLC2 SEC14L1 SUMO2 MLLT6 C11orf68 TLX1 FOXD3 TBX2 ELAVL1 GJB6 PHF12 ELAVL3 RLF ASIC1 RAB31 UBTF RAB35 LRP8 USP48 ABCC8 APBB1 CALM1 DNM2 KCNC1 MPZL1 C17orf102 BTRC GRIK3 RASGEF1A ITPKA ZIC2 WNT1 DDX23 SMARCD1 SELENOF SPRED1 KCND3 LBX1 HNRNPUL1 BICDL1 CA10 SCUBE2 DCLK1 SLC25A33 YTHDF2 PPP1CC DDIT3 JUNB PA2G4 HIF1A RASGRF1 C17orf58 SHF BRSK2 STMN1 PLXNC1 CPSF7 TMEM132E DSCAML1 ST8SIA2 RRAGC RNF10 LRFN5 PRIMA1 HCN4 B4GALT2 NIN SYT12 VPS26B NR4A1 ITGA3 NTN1 CORO1C LAMP1 PPIE SALL1 NCAPD3 KCTD15 PCGF5 PHF23 CACNA1A KCTD12 BMI1 NXPH4 ARID4A SORL1 CTCF ASPHD1 SDHAF2 KIF2C RNF19B MAX MAZ TRIM8 TPP2 LIMD2 POU4F1 PAK1 IGF2BP1 ALX4 KPNB1 FOSL1 RHOG NSF PHC2 KIRREL3 SSBP4 TRPM7 UBE2N PPM1D KIF1B HIPK1 UQCRH CDK2AP1 WNT11 RBM26 ZADH2 NGFR SEZ6L2 SEZ6 FKBP2 HSD11B1L ST3GAL2 GPRC5C IRX5 UBALD2 PCLAF PRDM16 TPM1 RNF125 MAP3K3 RRP8 MSI1 HS6ST3 NFATC4 MYCBP POU3F1 TNPO2 NFATC1 MAF DLST ADO UBE4B C1orf21 TM9SF3 CELF4 SLC35C1 UTP18 TMEM126B SMPD3 VPS26A MEX3B PAX8_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX8_01 ACADSB CCDC24 LMO3 IKZF5 IKZF2 HR HOXD12 IFT80 TCF7L2 TRIB1 CITED2 DLEU1 SMC4 DMD DLEU2 BHLHE22 PUM2 OLFM2 NABP2 NOL4 KCND3 FAM172A LRRC74A TAF5 TMEM255A NKX2-8 OSBPL7 ACTN1 PCDH7 MAN1C1 LUC7L3 GGN UBE2N RERG SUPT16H AHCYL1 JMJD1C MAB21L2 CAMK1D CACBINDINGPROTEIN_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/CACBINDINGPROTEIN_Q6 UBFD1 STAU1 HNRNPR SYT6 EPC1 DDX17 DCAKD PICALM LIN28A BCL7A FOXS1 EFNB3 ROCK1 RCOR2 STRN3 EMX2 PIM1 KRT13 MAGED2 KAT5 DCTN1 DCTN2 MARK2 MGAT3 ADAMTS9 ZNF436-AS1 MNT ZNF385A ADAMTS4 ACR GNAI2 MTX1 SYVN1 ATP6V0C PROCR DMD HOXA10 UBE2Z HNRNPH3 MED12 TSEN54 NR1H3 CDK12 NTF4 OCEL1 KLF13 HPCAL4 CLUH ZNF521 KIF3C S100A14 DCHS1 USF2 NOTCH2 DLX1 GNGT2 ARHGAP44 LASP1 ARF3 HEBP2 SUPT16H GRK5 CLCN6 JPH4 ACVRL1 FOXA2 EXD1 RTN2 KCNJ14 RTN3 HHATL RAB6B RAB6A SIK2 ZFYVE1 SEPTIN4 MBD6 TP53 ARHGEF17 MMP1 INCA1 CACNG2 ARHGEF12 ZSWIM3 CLC YPEL4 ACOT8 ACSBG2 EEF1G GNB4 CHL1 ZBTB7A ABI3 PSME3IP1 BCL11A RAB11B MPC2 CHP1 CDK17 THBS3 GABPB2 DTNA C14orf119 MTF2 PHF12 AP4S1 FZD4 ITPR1 MEF2D HOMEZ LRP1 YWHAQ NEUROD2 PBX1 CCDC81 LRP2 CLMP PDGFB AP1G1 TNNC1 KNTC1 NTN3 FGF11 NPAS4 CBX6 HOXC6 TRIM46 APOA2 SLC2A4 HOXC4 RALB ZNF579 ACIN1 NEGR1 PABPN1 CASKIN2 NUFIP2 SIX4 YBX3 PKIA PPP1CB AHR NCAM1 HIF1A ROGDI RSPRY1 ZMYM2 PYGO1 BRSK2 SMARCA2 ZNF436 TMEM256 FBRS PRSS36 RSRC2 C1orf43 KCNS3 ARPC2 IVD ORC6 RLIM LRFN5 EEF1A1 PHACTR3 TRIR NR4A3 RPRD2 NMT1 ATF3 ITGA6 HOXB8 SALL1 HOXB6 RFX1 CACNA1G HOXB9 CACNA1D ADRA1D FBXO36 CIART MYH10 NXPH3 LINC00303 PRKAG1 PRRX1 HR VGF ASPHD1 ACVR1B ARHGAP5 EMID1 KLK12 MRTFA KIRREL2 IGF2BP1 NDUFS2 KPNB1 NKX2-1 AKT2 NOL4 RALBP1 OTX2 TOR1AIP2 PIP4K2B PRKCG ARL4C KRTCAP2 KANSL1L UBE2B EIF4G1 KIF1C SDC1 PSD WRAP53 CHRM1 RBM47 AAMP CTDSPL2 NRGN INPP4A ZADH2 SEZ6L2 PNKD PTMS MINK1 FAM131C NFIX DCN DPF1 TPPP3 MTHFR ACAN MYBPH POU2F1 VPS35 RTN4RL2 NEDD4L NOTCH2NLA RFTN2 WBP1L GNAO1 NCDN MAP1A GDPD2 KCNN3 IGFBP5 CACCCBINDINGFACTOR_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/CACCCBINDINGFACTOR_Q6 GLB1L JAKMIP2 HMGN2 ADCY5 EFNA3 SEPTIN7 SHH CITED2 SRSF5 PPP1R1B LTB4R FOXF2 SERPINE1 RARB ABI3BP STAG2 PLS3 PI15 PTPRJ C7orf33 F11R YARS1 RARG RCOR2 SPAG17 ZHX2 TAOK2 DCTN1 FARP1 DEPDC4 HES1 JUP SPAG9 PCF11 TAGLN CORO6 DLD MNT ZNF384 IL20RB PMP22 NIPAL3 MICALL1 RAD23B PTCH1 GNAI2 EPHB2 HEXIM2 NECTIN4 DUSP14 LHX4 DIABLO HAUS3 LHX9 PLTP DHRS11 CNKSR2 GIT1 BMP2 KLF13 FXR2 PCDH17 ABCG4 CDC27 PORCN ZCCHC14 TONSL EPHA7 DLX1 SMYD5 RGS6 GRK5 JPH4 GFAP KCNAB3 C16orf72 ZNF532 TRPV3 HEPACAM2 CCDC71 RTN2 KCNK10 EIF1 MAPT KDM2A SEMA3B MSL3 LTBR GSE1 TMEM35A TAOK1 FLNC EPB41L3 AMBN GRM3 BLMH C22orf31 ZNF296 GNB2 PTGDS SEMA4C PATZ1 KCNH7 PLA2G6 KCNH8 USP25 PHLDB1 EXOC6 FOXO4 CREM RTKN TSPAN33 MYCL MIP SORBS1 MRPL14 BCL11A NDUFA4L2 MPC2 ETV5 BRD2 JARID2 PHF12 YWHAE SGTB MID2 LRP1 RAB30 KREMEN2 DENND2D NLN CALM1 MTSS1 XPO1 TUSC3 SKIDA1 LMO3 MORF4L2 NTN3 FGF11 EIF5A HOXC6 SZT2 WNT3 HOXC4 SLC25A23 RBMS3 LGI4 LGI1 LINS1 PABPN1 CASKIN2 MAGEL2 LBX1 KCND1 LAD1 CA10 STMN4 HRK YTHDF2 SIX4 HIF1A TRIM33 TIAL1 TFAP2A ASB7 AHNAK STK16 CAMTA2 ADAMTSL3 ITGB4 NINJ2 FBRS CNTFR ADAMTSL1 MEIS1 JUND ADRA2C ENTPD2 BMF ATL2 TUG1 EEF1A1 TP53I11 MYO1C KCNB2 EFEMP2 LIN7B TRIR CDKN1A SLC25A13 MEA1 EIF4E ADCYAP1 HOXB8 OTUB1 ITGA5 HOXB5 DYRK1A TMEM88 HOXB9 BEND6 CADM2 PRKAG1 HR GSX1 SPRY4 NTN5 KLHL35 SPRY2 RAP1GAP2 PCBP4 LIMD2 SOX15 CDK19 GPR162 ANKRD13D IGF2BP1 NRG1 BOC KLK13 LIMK2 LDB1 OTX1 ZFX OTX2 G3BP2 PRR7 PIP4K2B TMEM8B INHA SLC9A3R1 CDK4 OSM SDC1 SHKBP1 CHRM1 REEP1 ENHO ZADH2 FKBP2 CALCR EDA CPLX1 CRLF1 ATP5MC1 C1S PRDM16 UBE2R2 RGMA SH3GLB2 IL2RG FEZF2 GEMIN7 CHD4 HPN GNAO1 SLC12A5 RGS14 CELF4 KCNN4 SLC6A9 UTP18 OSTC SPEG SP4 SULF1 ID3 TBL1X CRK IGFBP5 COREBINDINGFACTOR_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/COREBINDINGFACTOR_Q6 SLC36A2 FAM117A LTBP1 PGF RABGAP1L RILPL1 DNHD1 STRC S100A9 LEMD2 HOXD12 RORC PTPN22 LUZP1 SRSF4 EPC2 PICALM FLI1 TIGIT FOXF2 EIF2B3 UQCRFS1 SLC12A6 MIR22HG PHOX2B CRTAC1 SCN2A SELENOH PTPRS NAV3 NRSN1 TACSTD2 CYTIP VASN GRAP2 ADD1 COA3 ENPP1 ENPP2 HOATZ MTX1 ARHGAP45 CALR OTP KCNJ1 LIF VRK1 IL23A TMEM86A CD69 FCER1G DIABLO GPD1 HPCAL1 RNF43 SLC32A1 RYBP SHOX2 KRT73 CYP17A1 RGS1 ATP2A2 ARF3 SUPT16H TMEM117 NUTF2 PDZK1 PDZD2 LINC00310 PPARG LY9 CFAP20 GPX1 MAP1LC3A SPIB HHIP TUBB4A ARHGEF2 TLE3 GZMB TLCD5 MMP13 EPB41L3 DACT1 SYT9 SLC26A7 FKBP14 RIN1 AP5B1 ORMDL3 MAP3K11 MIA2 CCR1 ZBTB8A NHLRC2 IL7R LINC00649 PTK2B NSUN4 SUPT4H1 ARMCX1 THBS3 C14orf119 CD28 IL3 TBX5 PROKR1 PDZRN4 AZIN1 ELAVL3 ETF1 KCNV2 STAT2 NRAS SOST GSK3B STON1-GTF2A1L RASSF2 RAB39A STON1 LUC7L LRP5 BCAR3 FDCSP JDP2 EIF3J FOXN3 LMO2 TBK1 GPR171 PDE3B IL13 EIF5A SASH3 IL17RE WNK4 HLX MKRN3 CHAD HOXC6 BATF TMEM215 ANK3 SLC2A3 HOXC4 PDGFC CYGB PITPNC1 ACIN1 LINS1 TMEM109 MADD TAZ ZFHX3 NAPSA KRTAP6-3 TMEM101 WDR81 PSMA1 OTOGL CD101 CADM1 SLC37A2 NGB ASCL4 ASB7 EMP1 FGD1 CCL3 LRATD1 EDC4 DRD3 MYL3 MDGA2 SOX5 BMPR2 CSMD3 MEIOB CCL4 TAGAP MEIS2 B3GNT5 TSSK2 ITGB7 BLOC1S1 ENTPD3 RUNX1 RUNX2 MAFG LPO GABRA6 DYNLL1 NR4A1 NR4A3 CACNA2D3 FOXP3 SREBF2 WWC2-AS2 HOXB4 BATF3 HOXB6 CPNE1 KCTD15 XCL1 HDAC9 XCL2 UBE2E1 PHF6 SGIP1 TMEM99 PAX6 ARHGAP15 NFKBIZ TMEM62 ARHGAP12 RNF19B SEPTIN9 HEY1 CRTC2 EVI2A SNTB2 PPP1R14C RTL3 TSC22D3 BOC RHOG RAMP2 TRPM8 SLA2 NRXN1 PIGV EYA1 PRR5L BTG4 MOSMO ITGB1BP2 ACVR2A JMJD1C CNTD1 UBALD2 SLC37A4 VIM LRMDA PPP1R12C RAG1 NFIX RPA3 RGMA COL9A2 ANXA8 C1QTNF6 MSI2 TGM4 PAFAH1B1 CD6 SCNN1A ERG COL4A2 TNFSF4 COL4A1 NDUFA9 ARHGAP33 CBL SCRN1 RGS18 UBL3 TP63 SDF2L1 C1orf198 SULF1 MPO TMEM151A SP6 BMPR1B MPL LINC01931 HNF3ALPHA_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF3ALPHA_Q6 MEF2C MSTN NEIL3 VSIG2 STOML2 TAF5L H2AZ2 CYP7A1 PLA2G1B MACROH2A1 TWIST2 TWIST1 PITX2 TYRO3 PTPRG RREB1 ZHX2 NAV3 MIDEAS FARP1 C1QA UHRF2 KRT17 VASN SMPX PRDM1 GCNT2 LINC00474 TET2 RBP3 HOXA11 CHCHD7 OTP ZBTB37 BDH1 DMD CDC42EP3 SREK1 PLAG1 KLF12 NIM1K ACACA LINC00314 PCDH17 DNASE2B ALG10 KLF3 GNAZ TSHZ3 FOXA2 FGF9 ARHGAP30 HSF2 GOLGA1 SPIB FOXB1 VGLL3 CCN1 ARHGEF2 POGZ PIK3C2A SRGN TLE3 TLE1 C8B ADTRP CHRDL1 ZMYND8 MAP3K13 NKD1 REPS2 SCML1 C5 ABI1 NEO1 GPM6A LRRTM3 BCL11B GBX2 BUB3 HAPLN1 TBXAS1 CSRNP3 SGK1 TBX4 ELAVL4 NRAS TJP1 ZG16 NEUROD2 CP BAMBI C1orf122 LUC7L TOB1 DUSP6 LRP5 SLITRK2 IL18 XPO4 TGFB3 PRICKLE3 ITPKB FGF13 VTN ATOH1 WNT4 PACSIN3 GATA6 HOXC4 ATOH8 TRMT112 PUM2 TENM1 NMNAT2 BAIAP2 FOXN1 PDE4D PPP1CB RTL9 NEBL SPDEF TMEM209 SMARCA2 ZNF436 WNT5A GAL3ST4 SSH3 MYL1 NSG2 C1orf43 TFDP2 ANGPTL1 NOVA1 AFF3 GABARAPL1 GPRIN3 ITGA3 NR4A3 FOXP1 FOXP2 HOXB3 CDKN1A SARM1 HOXB8 EBF2 FABP4 KCTD15 PHEX TAFA1 BEND6 CADM2 NDST2 PRKAG1 KDM6A PRDX5 PDCD4 SGK3 JADE1 KCNQ5 GTF2A1 BOK TPP2 YRDC SOX15 MGLL AKT3 EVA1A EGR2 OTX2 FOXJ3 PURA KLF3-AS1 ESRP2 RBM47 CLDN2 C4orf19 MCC ZADH2 PATL1 ALDH9A1 LCP2 MAB21L3 IRX5 ADAMTS14 CALD1 ERRFI1 UNG PALMD DEPDC7 TCF7L2 TRIB1 RGMA STAP1 TNR SYN3 SLC39A8 CHD2 PAFAH1B3 FEZF2 CHD6 MAF HMCN1 GNAO1 COL13A1 SNX25 CELF4 ID1 CRH FBXL22 NFIA HP1SITEFACTOR_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HP1SITEFACTOR_Q6 NOG MSTN SYNCRIP LEMD1 CITED2 ATP2B3 DDX17 CERT1 FAP MACROH2A1 MAP2K6 STAG2 BHLHE41 PLS3 PITX2 POLK TYRO3 BARHL1 RCOR1 MYH2 ACRV1 TMEM164 PREX2 LUC7L3 NCKAP5 TGIF1 FAM53B SRSF2 PCYT2 INO80 KRT14 AC141586.1 STC1 PNMA1 RBP4 TDRD5 GCNT2 TET2 HOXA11 DUSP10 XK SFXN5 LHX1 DMD LHX6 GPR156 COLCA1 ESRRG SMAD1 TNKS1BP1 DLX1 DMTF1 RGS3 TMEM131L ECHDC2 WBP2NL H3-3B NCOR1 BMP5 PDZD2 PCDHA7 SCHIP1 FOXA2 ELF4 MMP27 ANPEP MECOM FBXL19 AP1S2 USP13 ADAM11 ANP32D TLE4 CTNNBIP1 PROK2 PJA1 YPEL4 ANKRD28 CHRDL1 MTPAP RIN2 STEAP2 CSF3 SCML4 GPATCH2 HSD17B2 ZBTB10 SCML1 IKZF2 RCC2 OFCC1 GET4 ZFP36L1 BCL11A FMO3 BCL6 HBP1 FOXD3 HAPLN2 FLRT1 TBX2 CS LRRN3 AXL LMNA DLG2 IGF1 MAPK10 SAMD3 AFP P2RY10 ASIC4 CFAP161 MRPL28 JADE3 RBFOX1 BNC2 ATP6V1E2 TUBA1A NR5A2 LUC7L VLDLR XPO1 SNCAIP DYNC1LI1 DYNC1LI2 AP1G1 TNNC1 LMO4 TGFB3 JAG1 ZIC1 TAPBP CRYGD PUM2 PRKACB TTLL6 NCALD PPP1CB CDKL5 RTL9 HHEX MAP4K4 ROGDI HOXD3 VAMP3 ARFGEF1 TFAP4 DRD3 SOX2 SOX4 CNTFR ST8SIA2 MEIS1 HOXA4 MTCH2 GPR27 TFDP2 HOXA9 LRFN5 ADAM28 PARD6A CACNA2D3 DSEL FOXP2 HOXB3 NOSIP PHF3 PRICKLE1 HOXB7 DIO2 CYFIP2 HIVEP3 TMEM88 HDAC9 MPRIP CADM2 PNPLA6 PRKAG1 UBXN10 RHOQ TMEM95 FBXL19-AS1 CTCF RAB3IP TMEM62 SLC5A12 RNF144B GPC3 CASP8 POU4F2 POU4F1 CALCRL IP6K2 TNIP3 PPP2R1B C17orf50 NRXN3 SPATA17 MBNL2 MBNL1 EML4 LCOR SSMEM1 EIF4G2 HOXC11 KIF1B UBE2E4P C3orf14 LIX1 CA4 ZADH2 SEZ6 LCT TSHB NFIX NPAS3 CDK11A CDK11B CHD2 POU2F1 POU3F3 MYCBP FBN2 PIK3R1 PLPP7 ZNF827 DPYSL2 SPARC GRHL3 RDH10 ADGRF1 NIPBL ID3 TIAF1 USF2_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/USF2_Q6 LDHA HMGN2 B3GALT6 HNRNPF RUSC1 RORC SYT6 EPC1 ZFP91 BDNF CUL5 PICALM LIN28A ILK PITX3 BHLHE41 CCAR1 RARG PTPRF RCOR2 DPAGT1 ZNF503 TSKU RAD9A C2CD2L TAF6L KAT5 SCYL1 CGN FCHSD2 ZZZ3 SERBP1 ADSS2 PFKFB3 PABPC4 SFXN2 TAGLN2 ATP6V0B YBX1 PPP1R3C TMEM86A ADGRB2 HNRNPH3 LHX9 SEC23IP NUDC TDRD1 NKX2-3 GPD1 ESRRA KMT2A HPCAL4 CELF1 ALDH18A1 DCHS1 PLA2G4A HPCA PPRC1 H3-3A WDR77 FGF6 ZNHIT6 LZTS2 ERLIN1 UVRAG EIF3A ATAD3A ACAP3 ATAD3B GUCY1A2 REEP3 TXNDC12 ATF7IP STX6 RBBP4 CTBP2 LTBR MICAL2 GTF2H1 IGSF22 GAPDH PFDN2 ZBTB8OS POGK ADK PSEN2 BRDT ADAM12 FKBP11 ZMYND12 CACUL1 CA14 POLR2L USP2 COL2A1 RPUSD4 MYCL CSDE1 MARCHF8 RUSC1-AS1 BCL9L FEN1 PLBD1 BCL9 FOXD3 PPCS VWA2 IPO13 FADS3 TMEM258 LMX1A POLR3C CPT1A TEX12 RLF NRAS RAB30 RPL22 RNF115 LRP8 E2F8 ZMYM6 FGF19 NIT1 SMC3 HLX RGL1 CBX5 TGFB2 TRIM46 EBNA1BP2 SLC16A1 CDKN2C BATF2 HOXC5 APOA5 SLCO1C1 IL15RA TFB2M NET1 NMNAT2 CFAP57 ZNF593 PLEKHA6 SCAMP3 CNST SLC25A33 NR0B2 YBX3 MFSD5 WEE1 ZBTB40 CCDC6 HHEX PA2G4 HNRNPA1 MACROD1 EMC1 TIAL1 CEP57 TESK2 STMN1 DNTTIP2 FXYD2 DIP2B SLC38A2 COPZ1 COPS7A ARPC5 AGMAT FXYD6 C1orf43 ATF1 RRAGC MTCH2 BLOC1S1 TSSK3 POLR3A LRFN4 RHEBL1 B4GALT2 TADA1 EPB41 RFX5 AK3 AK2 EIF4B BATF3 FABP3 CIART NID1 EEF1AKNMT HPS5 CDC14A UBXN10 OGDHL SORL1 PAX6 ARHGAP12 MRTO4 ARHGAP20 TRIM3 UBR4 SLC1A7 ALX4 SLC43A1 FOSL1 RRP15 FAM76B ARL2 NRIP3 MAEL RAB3IL1 FOXJ3 KRTCAP2 ALDH3B1 ARL3 TSPAN4 PRRC2C HOXC12 HOXC11 IPO7 HOXC13 CHRM1 CFL1 ATXN7L2 COMMD3 REXO2 SC5D CTSF TIMM10 IVNS1ABP DEPDC7 ERCC6 UBXN1 AP3M1 RRP8 RASGRP2 RTN4RL2 POU3F1 NAT10 CHD4 B3GALT2 UBE4B ATP5PB MICU1 AMPD2 SIRT1 AVPI1 CNNM1 FAF1 UBIAD1 VPS26A OPRD1 GCGNNANTTCC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GCGNNANTTCC_UNKNOWN HCCS SRP14 CHERP PUF60 TERB1 FST SNRPD2 CBX3 ZNF653 MAP3K7 SIN3A TBC1D17 FAM227B SND1 DDX24 FBXO28 GNG4 DHX30 FBXO22 TBPL1 CASKIN2 SOCS2 ANKS1A MADD RNF168 PKIB AP4M1 SUN2 DCTN2 DCLRE1B NAA60 TBC1D22A ADSL APPL1 TGIF2 SNRPC ADAMTS2 BAG6 ZNF79 FIZ1 EXOC3L1 AKT1S1 TMEM53 DNAJA1 DIABLO HSPE1 PCYT1A BCOR TSEN54 AMD1 RNF13 TMEM203 MSANTD2 GABARAPL2 CNKSR1 NIN LCMT2 CELF1 CACNA2D2 EIF4H ZNF524 NFKBIL1 TAX1BP1 MOGS CBLB RPE CDKN1A NEDD1 HSPD1 IKBKB TRAPPC11 SORBS3 E2F4 E2F5 UBXN6 OTUD5 SYNJ1 NRGN NFKB2 SPRY2 BZW1 MCM7 SPTY2D1 ZCCHC9 YRDC VPS13B CHUK AKT2 IFI27L1 HERC1 CAAP1 WAS SERINC1 TAF11 EIF4A1 SH3KBP1 PTCHD1 NOP53 DTWD1 ZBTB11 TMUB2 NOC3L ATP6V1G2 TRIB1 RGMA SF3B1 SUMO1 GALNT10 PAFAH1B2 QPCTL NLK ZER1 RWDD4 GABARAP GBA2 NRAS NDOR1 SP3 GSKIP HNRNPA2B1 ZBTB3 C1orf122 AP4B1 CRK DUSP6 SF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/SF1_Q6 STARD13 ATP1B1 HTN1 FSTL3 STRN DIRAS1 SRSF4 PDIA3 SEMA7A GIT2 KANSL3 C17orf80 PPTC7 EFNB3 POLG KIF5A KDM5A BRME1 TAOK2 MIDEAS LUC7L3 SPAG9 CATSPER2 RHCG NAV1 RYR3 AC141586.1 ATP5F1C MNT TMEM79 ABAT ZNF768 MRPL48 HAS3 EPS8L2 ALDOA ZNF664 CDHR1 MTX2 GPBP1L1 PABPC4 MTX1 CACNB2 DEXI ATP6V0C DRAP1 RIPOR1 HNF1B ST3GAL5 DHRS11 UNC119 ESRRA CYP46A1 NTF3 FBXO2 LINC01089 CLUH YY1AP1 VDAC2 KCNK1 PRPSAP1 AFG3L2 TNNI1 NAA25 ZCCHC14 RGS4 ARF3 RGS7 NAA40 RANBP10 OR10A5 FGF9 ATP5F1B EIF3A CKB FBXL19 CCNE1 STAC2 ACSBG1 ANKRD13A XYLT1 DNAJC11 SIK3 ARFGAP2 SIK2 AMY2A KCNG4 TUBB4A ZNF644 PIK3C2B ZDHHC7 KIAA0586 TLCD5 LINC01567 EMC8 CLC TRAP1 FAM104A RAB3A USP8 FBXW4 ABTB2 ABHD3 KIN SUMO2 FNDC5 CKMT1B BCL3 MPC2 PRKAA2 C11orf68 PDHX THBS3 TBX6 IMMT MYOM3 CS ATP1A4 ELAVL3 SDHB MEF2D CNTF CDH16 TOM1L2 RAB35 SDHD DRC3 APBB1 KCNC1 THRA ANKRD9 XPO6 WDR72 COX5B VCL FAM81A TBC1D15 STARD5 SLC2A4 UNC5B SMG5 TIMM9 CCDC92 FBXO21 INSR CHAT MTSS2 RBMS1 MADD SOCS4 RPH3A TIMM8B NEBL SLITRK1 MACROD1 FBH1 VSNL1 SLC37A2 GPR52 VAMP2 SYT17 MAP4K2 ST8SIA5 FBRS GIPC2 CX3CL1 ATP6V1B1 ST8SIA1 SPC24 RASAL1 MTCH2 PPP4R3A FBXO44 SMCO4 NDRG2 SLC30A3 HCN4 LRFN5 KIRREL3-AS3 DNAJA2 TSC1 RILP GABARAPL1 PTPN5 ADAMTSL5 AK2 TOMM40 ITGA3 RPRD2 IDH3A HSPBP1 HDAC1 OTUB1 RHOT1 HSPD1 MPRIP PLEKHA1 RAB11FIP5 NXPH3 TNRC6A NXPH4 OGDHL SORL1 RNF19B PLCB3 ACTR1A NDUFS8 KLHL36 SV2A SUCLA2 KLK15 KIRREL3 EPN3 PPP2R1A NRXN2 RELT LDB3 COX4I1 VASP HOXC10 PRRC2C CHGA PPM1E HOXC13 PANK1 IPO7 GDPD1 CNTN2 KPNA6 CTSD BUB1B CTDSPL2 CASQ2 EPN2 CAMK2G ATP5MC1 ATP5MC3 STX1B TPPP3 SRCIN1 SAFB RASGRP2 CHD2 MSI2 SCNN1G ST20-AS1 WBP1L NCDN MED26 TTLL7 MAL AMPD3 UBL3 MGST3 CLPTM1 THRAP3 FBXL22 MAPK8IP3 ZRANB1 COMTD1 CDX2_Q5 http://www.gsea-msigdb.org/gsea/msigdb/cards/CDX2_Q5 VWA7 HTN1 BTK CHMP2B CYRIA DCAKD ATP13A4 MAP2K5 TWIST1 STAG1 PHOX2B VANGL1 CNTLN CABCOCO1 PTPRR SLF2 NAV3 PPARGC1A PCF11 NME3 LRCH1 AC141586.1 MNT PRDM1 TSC22D1 PNMA1 LY6G6E HOXA11 KRT20 CHCHD7 DAAM1 VIT RIMS2 ARX TCF21 INS DMD SBSPON LHX6 IL1RAPL1 MN1 GAD1 PLAGL2 PLAG1 DVL2 RNASEH2C MAP2K1 NTF3 CCDC68 SMAD1 PMF1 ECM2 DCHS1 RALYL NKX6-1 MARCHF3 EPHA7 DLX1 SYTL2 TMOD4 H3-3B MTFR1L NCOR1 TBL1XR1 BACH2 NRP1 FOXA2 PHF21A CTAGE4 AP1S2 SERTAD4 ANGPT1 WDR47 CCER1 SRPK2 ADAM11 INPPL1 ANP32D LINC00670 TLE4 MBD5 GMPR SLIT3 IGSF22 ZNF362 EREG ARL4A CER1 ZBTB10 HSD3B7 SCML1 IKZF2 NEO1 RPL38 PDAP1 SUMO4 PCSK2 FRMD5 PCSK1 CYB561D1 TEKT3 NDUFA4L2 FOXN3 SNAP25 DTNA WNT8B MLLT3 FOXD3 TTC12 ZMYM4 TBX5 SI DLG2 PDZRN4 ELAVL2 NID2 ELAVL4 PLSCR4 BNC2 AMOT NHLH2 DPYD LUC7L LRP2 ASIC5 VLDLR TOB1 GPATCH11 DYNC1LI1 LMO3 SKIDA1 GRIK3 MMP7 AGR3 RPE65 JAG1 FSIP2 HOXC6 ROBO1 PAPPA HOXC4 RGN CCDC92 TRMT112 LOX DARS1 GNB1L TNFRSF17 TRERF1 HOXD9 HNRNPA0 LSAMP HOXD3 CADM1 ASB2 ADAMTSL1 SOX4 KRT36 ELK3 SKP1 RRM2B MEIS1 CACNA1C HOXA2 PDE6D MEIS2 HOXA3 NDRG3 HOXA7 HECTD2 HOXA9 IMMP1L LPL ATXN7L1 SESTD1 CASC2 CPS1 KCTD4 FOXP1 UBR3 HOXB3 NMT1 ADCYAP1 CXCL13 NCKAP5 ZIC4 PNRC1 HOXB6 SLC13A1 KCTD15 XPO7 BMI1 PRPH PTGES2 LEPR KDM6A NR6A1 PAX6 PRDX5 TASP1 CLTC CBFA2T2 PAX1 TRIM2 POU4F3 PTH1R POU4F2 ELP4 SSBP3 RAX FAM172A SOX14 CHST2 MBNL2 TSPYL2 NRXN1 MBNL1 PCDH7 UBE2C HMGA2 BBS1 KIF1C HOXC10 HOXC12 C3orf14 CFL2 NREP LEPROT ZFPM2 AGBL4 NPVF SEZ6 NKRF IRX4 DPF3 IRX6 LCOR ATP5MC2 C1QTNF7 ALDH1A2 PPP1R12A FAM91A1 POU3F3 PIK3R3 PLPP7 MRFAP1 MBTPS2 CREB5 AP000708.1 TAB3 GCG AOC1 RTL10 KIAA1549L CDAN1 WSB2 IFIH1 HMBOX1 TMEM126B CTTNBP2NL ZRANB1 POFUT1 NFIB OSF2_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/OSF2_Q6 AGO1 FST LEMD2 PTPN22 HOXD10 SRSF6 BRPF1 PICALM SIN3A IFNG MACROH2A1 SAP30L PITX2 STAG1 RAB27A PI15 RPP21 STC2 EMSY NOL4L ZHX2 KDM5C FAM53B SPAG9 ADAMTS8 MTF1 ZBTB18 VASN NDNF CXCR5 NOB1 STC1 TSC22D1 CLCN3 COA3 SRSF8 GPBP1L1 AKAP13 ITGA10 KCNJ1 OTP PEA15 DUSP13 TMEM86A ZDHHC9 IL17F ADGRB2 TCF4 SLC31A2 AMD1 IL1RAPL1 NKX2-2 GPD1 SMAD9 HPCAL1 LINC00314 FAM13C PRRG4 C11orf42 DLX2 SYNE1 TULP4 TBC1D10B ATP2A2 CNPY4 ARF3 TSGA10 SUPT16H TCF12 ZNF532 FAM71B PCDHA1 SPINK5 GPX1 MSRA MAP1LC3A CCDC91 ZNF654 SPIB LMOD1 AGPAT4 FGF4 KCNMA1 MMP14 MMP13 RDH5 INHBA PROK2 SLC26A6 ZNF362 SLC26A7 MINDY2 RIN1 CHSY1 GREB1L MAP3K13 ZNF485 CSF2 THAP7 ZBTB8A COL2A1 IL7R MTMR3 LPXN MRPL14 ZBED6CL RAB11B BCL6 ABCD4 PCSK5 MTMR4 C14orf119 HAPLN1 IL3 CEP70 SLC8A1 SPEM1 LINC00955 SGK1 TBX5 NLK PROKR1 CSNK2B ELAVL2 AZIN1 ELAVL3 PHF12 ETF1 KCNV2 ITPR1 NRAS P2RY10 WNT7B DKK1 CHN1 NEUROD2 NEUROD1 ATP6V0A1 ATP6V0A4 PAPOLG FDCSP TOB1 SRP14 IL16 LMO3 IL17A SKIDA1 FGF10 ZIC1 IDO1 DMPK KMT2E DAB2 KLHL5 MYOCD OLIG3 CPA2 SRRM1 TSPAN17 NIBAN3 ACIN1 WNT6 KLHDC9 PLEKHA6 HNRNPUL1 NUDT3 MGP MANEAL NCAM1 OTOGL ROGDI RNF24 AKAP8 CSNK1G3 GPANK1 ASCL4 HSP90B1 FGD1 FGFR1 LRATD1 EDC4 SOX2 TWF1 UMOD AFF4 CCDC177 HOXA5 BLOC1S1 RUNX1 RUNX2 TRAF4 TAF6 WRN CACNA2D3 SREBF2 HOXB3 CORO1C HOXB4 ZIC4 HOXB5 DYRK1B HOXB6 KCTD15 OMG PHF6 TMEM99 PRRX1 RHOQ HP PAX1 APOBR HEY1 EVI2A THAP7-AS1 PPP1R14C TSC22D3 NKX2-1 LRTM1 AKT2 EVA1A PURG NOL4 SLA2 RBMXL2 MND1 FERMT2 CCNQ PIGV HIPK1 COMMD3 VPS45 GPR15 CYP2A7 JMJD1C CNTD1 KRAS APCDD1L CNIH3 GPRC5C PPP1R12C CASS4 RPA2 RGMA C1QTNF6 REL PRDM10 POU2F1 MSI2 PAFAH1B1 PIK3R3 RNF122 NGEF ERG DPH1 TRMT1L FLT3 SWT1 DPYSL5 ZNF775 SIRT1 CELF4 RGS14 TP63 GRHL3 SLC6A9 MTMR11 ID2 DACH2 SDF2L1 MEX3B SMAD4_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/SMAD4_Q6 MEF2C HNRNPK FAM126A GDF1 VAPA PRR35 RAB1B RORA PLEC MRI1 AGBL5 ZNRF2 SRSF6 EPC1 ERO1B FLI1 PTBP2 RUNDC3A MIR22HG MCRS1 ANKS1B TMEM25 DCTN1 AGAP2 PDGFRA LAMC2 PLA2G2F ADAMTS4 APH1A LINC00474 TET2 SCYL3 CDK15 SYVN1 EPHB1 PICK1 PFN2 IL23A HOXA10 LHX4 DIABLO TSEN54 PPP2R2B TCF4 KLF7 NTF4 ACACA AGER RPS8 EPHA2 NTRK3 NOTCH3 ATP2A2 RGS3 TRPS1 TREML2 DHX40 FOXI1 LHB EVX1 MYL6B FASTK WASF2 ZNF710 NFKB2 FAM83F RTN3 GOLGA2P5 FOXB1 TXNDC12 FGF4 NR2F1 AVP HYAL2 ZNF282 MGAT4C ARHGEF19 COL25A1 CACNG3 CATIP CLC MMP11 DOK1 ZNF296 GNB2 NAB2 EIF4A1 KCNH6 ZMYND8 FKBP10 CLOCK YPEL1 USP2 KAZN POLR2I SOGA1 TMCC1 NR1D1 FMO2 WDR13 PPP3CB PPP3CA ETV4 TBX6 FLRT1 TBX5 DLGAP4 PHF12 VEZF1 DUSP5 GBA2 CDH13 RPS6KA3 MACROD2 BNC2 ATP6V1E2 PBX3 APBB1 CALM1 SLC22A17 LMO1 THRA LARP4 LMO4 FGF16 LINC01138 CGB7 IL17RC WNT1 KMT2E WNT3 ELOVL5 CMTM4 ACY3 RALA LGI1 MROH2B CASKIN2 POU2AF1 TMEM109 HNRNPUL1 PLCXD2 ARID1A IRS1 WDR81 HHEX PARP16 CADM1 COL1A2 SPCS1 PIEZO1 STX5 AKAP4 ADAMTSL1 ADORA2B TNFRSF12A SIPA1 FBRS ABCA1 SDR9C7 RCAN1 RASAL2 VDR MEIS2 HOXA3 HOXA6 HOXA9 ZNF800 AP2M1 TRAF3 EEF1A1 TBCB LINC01106 MAFB SUV39H2 SLC25A35 POLD4 HOXB1 SLC25A14 PSMC5 CERS1 CACNA1G KCTD15 SST PHF8 MYLK UBE2E1 ZNF410 NXPH3 RMI1 PRKAG1 RHOQ AMMECR1 VGF CBFA2T3 CXADR HMGN5 TNS2 PAX1 TRIM3 TRIM8 PAK3 PCBP4 NUDCD1 SIAH3 POU4F3 LOXL3 KIRREL3 SSBP3 SRRM4 LDB1 OTX2 PARP8 CDK6 HEPACAM PDP1 PURA TOMM40L DHRS3 PRRC2C CA9 CHRM1 ATXN7L2 NAPEPLD SNX12 PRKCZ CALD1 CLVS1 TMEM69 NFATC4 BAHD1 MAF CREB1 UBE4B SLC12A5 NIBAN1 ACTL6B P3H4 DACH2 KCNN2 SULF1 C11orf87 SP8 CRK CIZ_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CIZ_01 CCSER2 PPP2R5D BTC HNRNPD HNRNPR AQP4 FLI1 WWP2 FOXF2 ABCB10 BORCS6 PHOX2B TYRO3 TENT5A CNTLN LDLRAP1 IFT57 TMEM164 LUC7L3 FAM53B ZBTB18 TXNDC5 CCDC148 EFNA5 TGIF2 PDXDC2P-NPIPB14P PNMA1 COA3 TDRD7 ESM1 CHCHD7 ASB15 ZNF513 RIMS3 ARX SLC4A1AP TCF4 NKX2-2 HIP1 BLNK TECTA PLAG1 ZNRD2 COLCA1 KLF7 KLF12 RNF43 WAPL LYPD1 TREX2 PCDH12 COL16A1 PYM1 TNKS1BP1 TULP4 DMTF1 DLX5 ECHDC2 PKP4 SYTL2 H3-3B PAXIP1 ZSCAN29 PPP2R3C GPR182 GLRA2 CARMIL1 KCNJ13 GPX1 PHF21A SLC23A3 ZNF654 SEMA3F ZBTB20 SEMA3A NR2F2 NABP2 PCDH11Y MGAT4C PCDH11X SVOPL ADNP OVOL2 CACNG3 SOAT1 CCND1 GRM3 SENP1 SEMA4G CCND2 GADD45G IRAG2 ZMYND8 CAB39L FAM110D FBXW4 RBM43 COL3A1 IKZF2 OFCC1 FAM89B KIT POLR2A NPR3 DGKA FRMD5 HPSE2 BCL11B BCL11A TBC1D5 CDK18 TLX1 BCL9 FOXD3 FLRT3 NLK PAK1IP1 PPP1R10 ELAVL2 GABARAP ASIC2 YWHAG KRT18P55 PSMD11 BNC2 GSK3B CAPG NR5A2 C1orf122 REPIN1 TOB1 CAST SLC8A3 SLITRK2 EHMT2 SNCAIP PDGFB LMO3 FGF14 ACKR3 TGFB3 ZIC1 MMP2 VCL BATF MYOCD PAPPA CDKN2C HOXC5 INTS4P1 PITPNC1 MROH2B SLC4A5 STIM1 PDE4D TRERF1 ST6GALNAC5 RELCH NCAM1 CCDC6 MRPS18B IGSF3 GPR52 SMARCA2 WNT5A GAL3ST4 ADAMTSL1 MIR1-1HG-AS1 CNIH2 CCDC88A LYST HOXA2 MEIS2 ZEB2 GTF2A1L ADRA2B TMSB4XP1 ATXN7L1 RFX4 PWWP2B CKAP4 NR4A2 MIR1-1HG FOXP3 LINC00470 FOXP2 HOXB3 LAMP2 PRICKLE1 HOXB7 ZIC4 GLS HOXB9 HIVEP1 TMPO MYLK PHF6 C6orf62 SGIP1 C2orf69 REG4 KDM6A PRRX1 GSX1 PAX1 INTS8 ARHGAP1 YRDC ZNF408 NRG2 CFI IGF2BP3 PPP2R1B TUBGCP4 GPR174 PTCHD4 FILIP1 EDAR PCDH7 MBNL1 NRIP2 PURA ZFPM2 NPVF CNTD1 TMEM182 METTL9 ADAMTS17 SPOCK2 NDP BLOC1S5 NFIX TCF7L1 COL27A1 SYN2 CHD2 CCDC174 ODF1 TMEM229B DOCK8-AS1 ERG PLP1 WDTC1 PDCD10 PLEKHO1 MAP1A LBX2-AS1 TAB3 AQP4-AS1 ID2 JPT2 TBL1X CRK TBL1Y GCGSCMNTTT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GCGSCMNTTT_UNKNOWN CDC14A ARID4A PDS5B IFT80 RAB1A FAM193B HOXC6 EPC1 ATOH1 KCNK9 GPC3 MCM7 DLEU1 ZBED5 SMC4 HOXC4 TARDBP DLEU2 DNAJC7 USP11 LMF2 KAT7 STAG2 PITX1 TMED10 GABPB2 YARS1 MBOAT2 AP4M1 POLA1 ZNF143 SRSF1 OTUD7B SRSF2 LCOR NCAPH2 PCYT2 ADK FBXL7 PPP1R15B NKIRAS2 PPP2R2A BCLAF1 TRA2A CNOT1 PPAT HOXA2 CSE1L SAFB COL27A1 PRDM10 RAC1 POU2F1 NPAT CD4 CHTOP UBE2K GPBP1 EN1 PHF12 TSC22D2 RBMX ATM SUV39H2 CEP135 LUC7L3 PSPC1 SUPT16H NEUROD1 SCARA3 PAICS HFH4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HFH4_01 MEF2C SYT4 C5orf64 ATP1B4 HTN1 AQP5 FSTL1 CITED2 PHTF2 MACROH2A1 TWIST1 COL10A1 PHOX2B ANKS1B EMSY ZHX2 CYP26A1 UBR1 TGIF1 JUP PDGFRA PRDM1 NFKBIE HOXA11 RBP3 CHCHD7 ADA HESX1 ZBTB37 CD68 DMD HOXA10 ADGRB3 LHX9 SLC44A1 PLAG1 ACACA ESRRG EN1 PCDH17 ATP2A2 TMOD4 H3-3B PRR34 MAB21L2 BMP5 KLF3 GNAZ SCHIP1 ZBTB22 CPEB4 PPARG MITF GOLGA1 KCNG3 VGLL3 TXNDC12 MSL3 POGZ PAMR1 PIK3C2A SPATA18 LENG9 SLIT3 ADTRP GRM3 CCND1 URI1 PPFIA2 TFR2 NEO1 CNMD NR1D1 BCL11B ETV1 BCL6 TLX3 MLLT3 SGK1 PDZRN4 SLC10A7 ELAVL2 NRAS ASIC2 TOM1L2 RBFOX1 NEUROD2 GFRA1 CHN2 DRC3 BAMBI LUC7L FGF14 LMO3 XPO4 TLR1 RIPK4 RPS6KB1 ZIC3 ATOH1 MYOCD TSPAN17 ATOH8 PRKACB RNF146 IRS4 LBX1 SCUBE3 IGSF9B MAGI1 PPP1CB RTL9 TIMM8A MAP4K4 ARRB2 CADM1 SSC4D HOXD4 FBXO11 DRD3 TSPAN13 LINC00114 LYST PAQR9 REEP4 ABCA6 HOXA3 HOXA4 ITGB6 ANGPTL1 RUNX1 NOVA1 ZNF423 KIRREL3-AS3 GABRE GABARAPL1 ATXN7L1 MYO1E SLC6A14 TEAD1 ITGA3 NR4A3 NTN1 FOXP2 HOXB3 MYO10 EIF4E EBF2 ZIC5 KCTD15 BEND6 CACNA1D FBXO36 TSHZ2 GNRHR RUNX1T1 KCNQ5 TCP11L2 SIAH3 MGLL RTL3 NRG1 KIRREL3 IP6K2 EGR2 OTX2 TSPYL2 UBE2H EIF4G1 SHKBP1 KLF3-AS1 TBCC NREP CHST8 CNPPD1 NPVF ALDH9A1 ADAMTS14 UBE3A PF4 TPPP3 RETREG2 NPAS3 TNR CYP26B1 SCG3 CHD6 CRIM1 NCDN COL13A1 IFNA10 FRMPD1 DRG1 CREB5 C4BPA CELF4 CILK1 FZD10 ID2 ID1 CDAN1 CRH JPT2 IGFBP1 NFIA POU1F1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/POU1F1_Q6 JAKMIP2 STOML2 RORB RORA AQP3 HOXD10 WDR73 LIN28A BAIAP2L2 GTPBP1 PHOX2B TYRO3 ATRNL1 TMIE ZHX1 MYH2 TMEM119 TBR1 LUC7L3 SARS2 PRDM8 PCF11 UHRF1 ZBTB18 BACE2 AC141586.1 ZNF384 SMPX MAPK9 FCHSD1 PIAS1 VGLL4 ADAMTS5 TDRD5 QRFP PDLIM5 KRT20 OTP ADCYAP1 HESX1 NPHP4 CD68 MYO15A DMD ST3GAL5 CDC42EP3 SUGP2 BMP4 CYP46A1 ANKMY2 ESRRG EN1 EN2 SMAD1 GH1 DLX1 TRPS1 PKP4 MAP2 HMCES GRK6 PRR34 TMCC2 ZNFX1 RTN4 CSH1 CSH2 NRP1 SEPHS1 MYBPC1 FGF9 LINC00052 GDPD4 GPR88 DPY19L3 RTN3 STAC2 VCPKMT FMNL1 TLE3 CACNG2 OTUD7B INHBA SLC26A8 C12orf42 MAP3K13 TPH2 FOXO4 IKZF2 STK40 MRPL17 GBX2 PRKAA1 THBS2 PCSK5 FOXD3 FLRT3 FZD8 IL3 IL5 ARMC6 DLGAP4 LMNA PDZRN4 KRT28 ELAVL4 PDE2A BNC2 CLRN1 DPYD DUSP9 APBB1 NHLH1 BCAR3 LMO3 RIPK4 FGF12 JAG1 ZIC1 ZIC2 HOXC6 FHDC1 GATA6 ANK3 ZMIZ1 ZNF579 TRMT112 SLC25A26 TFAP2D ZNF593 STMN2 IL21 PTHLH CDIN1 SLITRK1 SLITRK4 ROGDI ZNF516-DT TMTC2 CADM1 TIAL1 SLC37A2 SIX1 SPRYD3 SPTB SYT16 TNFRSF12A DIAPH1 MRPS12 MYL1 SOX4 RRAGA CCDC122 SKP1 COMMD10 SESN3 FBXW7 MEIS2 HOXA5 MAP11 RLIM NPM3 SKIL PRIMA1 RUNX1 ASF1A ZNF423 MSANTD2 MYO1C SYT12 DOCK7 FOXP2 SALL3 KCTD8 EIF4E DIO2 ZIC4 EBF2 HOXB5 ZIC5 CPNE1 CYFIP2 TMEM88 HIVEP1 RBM39 HDAC9 CACNA1D CLEC18C PRKAG1 DICER1 ZCWPW1 PRDX5 FBXL19-AS1 PPOX VGF ELMOD1 BZW2 GPC3 OLFM4 RHOD PRL MKS1 CSHL1 CNTNAP4 TRPM8 SOX14 CNTNAP5 OTX2 PRKCH GORAB PURA WNT11 GAP43 SAMD12 CASQ2 CALCR NAALADL2 IARS1 STK32C LINC01565 POU2F1 DCX PIK3R3 CRIM1 EPO CCDC71L DLST PTPRD TRMT1L SWT1 UBE4B CREB5 MEPCE TMEM74B NIPBL MACROH2A2 TMEM126B SP6 TIAF1 CHRNA10 LEF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/LEF1_Q6 EDN3 CDX1 GDF1 AGO1 EFNA1 FST DQX1 HOXD12 SYNCRIP HOXD10 CHRNA9 ASAP2 EIF2B4 BCL7C MAP2K6 PTPRJ RPP21 CNTLN KIF5A PIM1 LIFR MYH4 PIM2 PREX2 TGIF1 MIDEAS ZFHX3 UHRF1 BAZ1A ZBTB18 CGN HSD11B1 TGIF2 EFNA4 CDK5R1 EPHB3 ARIH1 TBXT HOXA10 LHX4 TSEN54 LHX9 COL18A1 CNKSR2 DHX9 TCF7 ABR CRIP2 OARD1 TFCP2 ZBTB45 PYM1 ZFAND5 RGS3 ZMAT4 DHX40 BMP7 MARCKSL1 KLF3 NRP2 ZNF532 ELF5 MYL6B MCF2L KCNJ13 MMP21 NARF SERTAD4 TP53I13 TUBB4A TLNRD1 SLC22A8 LINC00670 ARRDC3 ANKRD28 EIF4A2 SLC26A9 SEMA4C KCNH8 ADAM19 MAP3K11 NKD1 CA14 FBXW4 FRMD6 ABCD1 TMUB2 ABHD2 MYCL DGKA CCL25 SORBS1 ABCD2 ETV6 MLLT6 VWA2 COL15A1 ELAVL2 PTP4A1 PLSCR3 LRRN1 CHN2 TUBA1A NHLH2 NEUROD4 LRP8 KATNAL1 VPS37A BCAR3 STEAP1 MPZL1 NDC1 GABRB2 LMO3 FGF17 LINC01138 SLC7A8 FGF10 CNOT7 NRCAM ZNF184 KLHL5 DMXL1 WNT3 PACSIN3 ROBO4 SLC25A28 WNT6 IRS4 SCRT2 CASKIN2 KCND2 IGDCC3 ARID1A PDE4D BASP1 SIX4 WEE1 HOXD9 ZNF516-DT HOXD3 SIX1 SHF ASCL4 ZNF703 SOX5 ELK3 SESN3 OAZ2 KRT32 B3GNT5 JUND CLASP1 HECTD1 AFF3 CACNA2D1 MAFB SYT11 FOXA1 RPL23A REM2 RBMX KCTD4 CCM2L DOCK3 FOXP2 CORO1C HOXB4 DSG4 SARM1 THSD1 HOXB7 DSG3 ZIC4 EBF2 SMARCC1 CERS1 CPNE1 HIVEP1 ABL1 HABP2 BMI1 FNBP1L CDC14A CLDN4 TSHZ2 KDM6A NR6A1 HR PRRX1 PAX3 HMGN5 SPRY4 GPC4 RNF19B ACVR1B ARHGAP20 PCBP4 PCBP1 DCLK2 PAK1 SLCO5A1 SHC3 PHC1 KHDRBS1 SUOX GABRG2 SULT2A1 SRRM4 SOX14 SOX11 OTX2 PARP8 HEPACAM CDK6 TRPM1 CCNL2 EYA3 HOXC10 SDC1 PANK3 EYA2 HOXC11 C2orf27A CUTA KLF3-AS1 UBE2E4P ARMC12 MOSMO SEZ6 GAP43 MORC3 EDA SNX17 NFYA IVNS1ABP ABHD15 TCF7L2 SETD2 PRDM13 IGF1R MPPED2 CHD2 TNFRSF19 NFATC4 HS6ST1 ODF2 DCX AIF1L BAHD1 INSM1 WBP1L TNXB DPYSL4 GCA DPYSL3 DACH1 ZNF775 SH3BP5 SH3BGRL RNF44 SLC17A6 SLC17A2 STEAP1B SP8 LPCAT3 MEX3B ELF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/ELF1_Q6 SLC9A9 RPL17 HM13 AIF1 FFAR4 DCAF1 FAM241A CCDC88B RAB25 PI16 LRRC8A TWIST1 BRAF PTPRH PIK3CD PKN1 MIDEAS CD274 C1QA PITPNM1 CD37 BAZ1A SLC9B2 PRDM5 PRKRIP1 OSER1 SCIMP TMEM178A ADD3 TM6SF1 NIPAL3 KCNMB3 SRSF8 PFKFB4 ESM1 BTBD16 RAC1 SAT1 FCER1G PABPC1 TYROBP PPP4R3B KLF12 KLF13 CREBBP LRRFIP1 DUSP22 PLEKHH2 KIF3C GNGT2 TBC1D10B LAMA3 DMTF1 RNF5 ATP2A3 IPCEF1 ECHDC2 SUPT16H MARCKS NCKAP1L DPP3 NRP1 FAM3D KCNAB1 ELF4 MITF GPX1 DPP8 LAG3 AGPAT1 FCRLA MICAL2 RASIP1 SF1 CTSA TIE1 CLIC1 MYADM WAS ELMO1 ANKRD28 XPR1 NCK1 ENTR1 PATZ1 TXK ORMDL3 STX19 MAP3K11 LIMS1 FOXO4 TBC1D8 FBXW4 CSF1 SLC39A13 IKZF2 ABI3 IKZF3 ZNF646 IL7R ZNF687 ARL6IP5 STAT6 CCL23 DAPP1 RPL34 ALOX5AP COL6A3 PPP3CA ACSL4 ACSL5 MLLT3 CLEC12A PI4K2A TRAF3IP3 TRAPPC12 JARID2 NASP GOLPH3L XIAP CAPN3 ITPR2 MRPL24 P2RY10 STAB1 ADAP1 FBLN5 RBFOX1 RPL34-DT DGKZ RAB39A IL2 FAM110A DERL1 TNFSF13 SEL1L3 TLR4 EIPR1 TGFB1 IQGAP1 ELOVL1 EIF4EBP1 CDKN2A TBC1D17 FCRL1 HOXC4 PUM1 SPRED2 RALA MED15 S1PR4 RNF31 TMPRSS11D CHMP1B MADD CMAS RELA FUT11 NUFIP2 STIM1 IRF8 SIX4 FGF20 NCAM1 GDPD5 RCL1 ARRB2 TFAP2C NEURL2 STX5 UBE2Q2P1 FGD2 GAL3ST3 GRB2 MYL1 TFE3 SNX2 MAP4K2 C1orf43 NR2C2 AKT1S1 GMIP CNOT6L ARPC2 MTPN ITGB7 TEK RLIM ARHGDIB DNAJA2 CARD9 MYO1C MRGPRG-AS1 VAV1 HOXB4 NEDD4 TMEM154 TMEM88 CD79B IKBKB BEND6 GPR31 TLN1 E2F3 CDC14A SORL1 PAX6 CTCF ASPHD1 APOBR LIMD2 VSIG10 TACR1 CALCRL SHC3 PLCB2 TNIP3 PCDH9 HOXC10 PSME2 CNPPD1 SEZ6L2 CAMK1D WIPI2 VIM CTNND1 CDH5 RETREG2 REL RASGRP3 MPPED2 ZNF668 INPP5F CAMK2B MR1 BRINP3 BAHD1 ERF CEBPE CREB3 MSH5 RUFY1 SAMSN1 PSPN FZD10 NTS GAREM1 CRACR2B NFIA IRF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/IRF1_Q6 MEF2C CDX1 ADORA3 HOXD13 CD53 MEGF11 ATP2B1 CUL2 DDX17 DSPP CYRIA FLI1 NT5C3A LIN28A GRID2 PLS1 PITX3 PRMT3 PITX2 STAG1 PHOX2B SLC12A7 RCOR1 EMX2 LUC7L3 PROX1 PPARGC1A HLA-DQA1 RAD1 CD37 CCR7 RPS19 MSX1 ZBTB18 TRAPPC13 ATP2C1 SIPA1L1 PIAS1 LAMC1 VGLL4 ZNF385A ENPP6 CASZ1 HOXA13 CNIH1 ERBB2 GPBP1L1 CALU OTP ZBTB37 SEMA5B RAC1 STX16 HOXA10 ARAP1 ZMPSTE24 TYROBP SREK1 HPCAL1 KIF3A PAIP2 ESRRG HGF TRIM21 GUCY2C SERPINI1 LINC00314 VDAC2 USF1 ACSS2 PYM1 KRT8P41 FOXG1 DLX1 SYNE2 EPS8 MAB21L1 MAB21L2 BMP5 TCF15 GLRA1 LY86 WASF2 DPP10 MITF NUB1 BNIPL TYR PHF21A P4HA1 QKI SIK3 ZBTB20 ATP6V0D1 BRD9 EZR PCDHB1 CSRNP2 TENT4B MMP13 ELMO3 SLC26A6 ZNF296 IL18BP EIF4A2 MAP3K11 ADAM15 GPR65 IKZF2 ZSCAN20 NETO1 DGKA SORBS1 DAPP1 FOXN3 HTR3B USP32 SIM1 TRIP13 TBX6 CES2 HSCB SGK1 JARID2 NLK PDZRN4 TBX1 LMX1A TMPRSS5 TRIM23 ELAVL4 TTC17 SNAI1 LYSMD2 LSP1 NRAS RPL23 FCGR2B FCGR2C NHLH2 HNRNPA2B1 IFNL3 TAPBPL MSS51 C1orf122 IFNL2 GFRA3 NDC1 THRB SKIDA1 LMO4 CBX3 FGF12 PRKCB LRRC37BP1 TAPBP CNOT4 FNTB ASPA TIA1 MS4A1 SLC4A2 LOX KLF6 RNF31 SCRT2 IRS2 RET IL27 PKIG NUFIP2 HLA-C NCAM2 LRRC39 RIOK3 VAMP8 DDX39B WNT5A PLXNC1 EDC4 MYL3 MDGA2 NAPB SKP1 RRAGC CACNA1C UGGT1 ZEB2 FGB ITGB7 PSMB3 TOGARAM2 BMF TUG1 ADAM23 HOXB4 NEDD4 DYRK1A PRICKLE2 TUBD1 RBM39 TNRC6A KYNU RBCK1 PAX6 GSX1 FES PTMA LSR FEV ARHGAP5 YRDC SNTB2 NKX2-1 DLG2 SOX14 NRXN3 SOX11 OTX1 ZMAT2 PCDH9 AAMDC MBNL1 CTSS OSM PRKD2 PPM1D TNFSF13B PSME2 TBCC UBD ZADH2 EPN2 PSMB10 CIITA CALD1 PPP1R12C NR3C2 CTNND2 LINC02724 PCDHGC3 CDH6 GADL1 RPA2 COL9A1 FIGN NFAT5 TNFRSF19 FEZF2 GFI1 EHD1 TCIRG1 PDCD10 B3GALT2 CEP120 MICU1 LBX2-AS1 RSF1 DCDC1 ZRANB1 CIAO2B EBF1 BANK1 SREBP1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/SREBP1_Q6 PDP2 HOXD10 IRF2BPL ADGRL3 DDX17 DCAKD KCNK7 LIN28A GRID2 MACROH2A1 GUCA2B ADGRL1 TYRO3 RARG RCOR2 NOL4L EMX2 SIPA1L2 TMEM119 DCTN1 JUP PCF11 CAVIN1 KRT17 ZBTB18 PHLDB3 FCHSD2 RPS10 TGFB1I1 LRCH4 PIAS1 RAB10 RBP5 CASZ1 HOXA11 CACNB1 GNL3LP1 KCNMB1 ATP6V0C MACF1 INTS9 NECTIN1 HNF1B HNF1A MAML3 CDC42EP4 DNMT3B NECAP1 KMT2A KLF12 EFCAB2 ARFIP2 EN1 SERPINI1 ABCG4 AGER DDX6 NTRK3 LASP1 PKP3 BCL6B SYTL2 SLC25A37 GFAP GPR85 EVX1 LDLR ZNF532 PRRT2 ARHGAP30 SPI1 NBEA KCNK10 TIMM10B SLC24A1 ANP32A SIK2 ZFYVE1 HYAL1 STX1A TAOK1 CLIC1 FLNC MMP14 SLIT3 ZNF296 GNAS PLA2G3 SLC39A14 DHH ZBTB7B RPRD1A ZBTB9 STX4 NDUFAF3 STAT6 ZFP36L1 MTMR3 CCDC140 SORBS1 NR1D1 PTK2B PEX16 SLCO3A1 ETV5 BAZ2A SPEM1 IMMT DLGAP4 FADS3 HSPG2 DLG2 PPP1R10 LMX1A ITPR3 RAB30 MEOX2 GRIA1 RBFOX1 JADE2 LRRN1 YWHAQ NEUROD2 LRP8 DUSP8 AP1G2 PDGFB RNF112 DLK1 KMT2E PACSIN3 SLC2A4 HOXC4 FBXO24 SLC4A1 ZNF593 LBX1 NUFIP2 PDXP LEFTY1 SIX4 ERC1 TRERF1 HIF1A MRPS18B PDE5A TFAP2B HSPA9 EMP1 FXYD1 MYL6 CNIH2 MAPKAPK3 FBRS TIMP4 GREM1 RBX1 HOXA3 CLASP1 NDRG2 TRAF4 RHEBL1 ARHGDIB ATXN7L1 B4GALT2 TEAD2 C6orf223 FOXP4 SREBF2 ATE1 NMT1 SLC4A10 CORO1A DSG4 HOXB2 SALL1 ZIC4 DYRK1A CACNA1D MYH10 FABP6 CLSTN3 CLDN5 PAX3 SYNPO2L PLCB3 C3orf62 GRWD1 RHOA POU4F2 IGF2BP1 KPNB1 FAM71A IMPDH2 MT4 NSF RHOG KLK13 SSBP2 SRRM4 SOX12 ESR1 AAMDC CDK2AP1 DDR1 EIF4G2 ATP6V1A PRKD2 KIF1B HOXC11 SMTN PSD SHKBP1 ARMC12 ATXN7L2 TBCC INPP4A NRGN GAP43 CRLF1 DHX58 NFIX SRCIN1 UBQLNL ANXA9 REL TNS1 MSI1 ENO2 NFAT5 NFATC4 EPO DALRD3 NAA50 ACTC1 ERF GNAO1 PDCD10 CEBPB DTX1 MAP1A NF1 DPYSL2 RSF1 KCNN3 MYLPF MEX3B HMGIY_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HMGIY_Q6 MOCOS KLRC2 FAM117A KLRC3 ATP1B3 OSMR PTPN22 LEMD1 PAN2 AMOTL1 CHRNA9 MAP3K8 SH3BGR PTBP2 MAP2K6 PITX2 PHOX2B WNT10A MSX1 MAPK6 MAPK4 VGLL4 TSC22D1 DOC2B TM6SF1 KLRC1 MDH1 PPP2R3A NFKBIA SFXN2 ESM1 VIT OTP F13B LIF ZNF675 NPHP4 KLKB1 STX16 NEPRO HNF1A GAD1 PLAGL2 KLF5 CNKSR1 RNF43 MAP2K3 LINC00898 MAML2 IL1RN PCDH10 EN1 DONSON CDC27 GAS7 KRT8P41 MLLT11 PRRG4 NTRK3 RBPJ KRT72 C19orf18 FAM98A MAB21L1 FGF8 NEURL1 MYBPC1 KCNAB1 TMEM81 IFT80 EIF1 SMC4 CAMKV ZNF654 ANKRD12 ANKRD11 VAC14 FOXB1 MIER3 ICAM1 ANKRD28 RRM1 PLXDC2 RIN2 WNT9B KCNH7 ZMYND8 CDC42SE1 LYVE1 CSF3 MIA CD180 ECEL1 USP2 IKZF2 GPR65 IKZF3 LRRTM4 BCL11A NDUFA4L2 BCL6 WAC FASTKD2 HTR3B NMU ETV3 SKA2 ZNF263 HAPLN2 PI4K2A NOS1 RNF220 NLK HSPG2 NID2 TMPRSS3 MEF2D RAB34 LINC00173 DUSP6 GRIK1 IL16 CAPZA3 LMO3 LMO4 GPR171 FGF10 ZIC1 TNFSF18 CXCL10 BATF HOXC6 PTGIR AAK1 HOXC4 ARL17A SCAMP1 BICDL1 RELA TAZ C1orf54 DLL3 PDE4D PDE4C IL24 IL22 TACC2 NCAM1 PTHLH SLITRK1 CADM1 TIAL1 VAMP3 RNF26 TFAP2C STMN1 FXYD2 EEF1B2 ONECUT1 SMG6 CNIH2 SOX5 COPS7A STIP1 ST8SIA1 MEIS1 RASAL2 CATSPERB PRR11 B3GNT7 HECTD2 SRR NDRG2 HCN3 B4GALT5 OBSCN MON1A TAF5 SLC6A12 MRC2 NR4A2 RPL23A CAMSAP2 REM2 FOXP1 LINC00470 POLD3 UBR3 HOXB4 TNFSF11 PRICKLE1 HOXB8 ZIC4 SLC7A1 HOXB6 ARL4C SHISA6 KCTD15 UBE2E2 NXPH4 ARHGAP15 FEV VN1R3 SLC1A7 MGLL CALCRL IGF2BP1 EVA1B TERT NDUFS1 IL18RAP C1orf116 PEX5L MBNL1 SMC6 ARL3 EIF4G1 ZPBP2 BTBD10 CNTN4 PNKD PTMS AOC3 IRX5 CTNND1 ATP5MC2 NFIX CD40 PPM1B STK32C POU2F1 NFATC4 PAFAH1B1 NEDD4L KLRA1P GEN1 BRINP3 TGM7 RFTN2 INSM1 DCHS2 ERG MIR17HG TNFSF4 KLK9 HNRNPC C1orf21 NIBAN1 TP63 JPT2 SP7 POFUT1 TEX2 AML1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AML1_Q6 MRPL42 AGO1 SCN3B PGF RABGAP1L RILPL1 STRC DNHD1 S100A9 RORC PTPN22 LUZP1 TSPAN9 SRSF4 FLI1 PICALM IFNG CRY1 EIF2B3 SLC12A6 SCN2B RCOR2 ZBTB25 CRTAC1 EMSY SELENOH MATN1 NAV3 SCEL PCF11 ADAMTS8 ZBTB18 TACSTD2 ADAMTS4 HOATZ GPBP1L1 MTX1 ITGA10 HINFP PXN ATP6V0B KCNJ1 VRK1 IL23A TMEM86A CD69 DIABLO FCER1G GPD1 CELF1 ARHGAP32 PYM1 FAM13C KRT74 PRRG4 C11orf42 NOTCH2 KRT73 CYP17A1 RGS1 ATP2A2 ARF3 SUPT16H TMEM117 DNASE2B GRK5 TLL2 PDZK1 TCF12 GPR137B RAB5B ARHGAP30 LY9 PHF21A DNAJC14 CCDC91 CAP1 FGF4 ATF7IP ARHGEF2 INPPL1 TLCD5 GZMB MMP14 MMP13 RDH5 HP1BP3 SYT9 DACT1 RIN1 TSPAN32 AP5B1 TAMALIN SEMA4A MAP3K11 MIA2 GPATCH2 CREM ZBTB8A RCC2 CLDN10 NHLRC2 DGKA CKMT1B CALCOCO1 NSUN4 ABCD4 FOXD2 THBS3 WNT8B ACSL5 C14orf119 DNM3 RNF220 TBX5 HHIPL1 PDZRN4 STAT2 NRAS RAB30 DKK1 DENND2D RAB39A TMCO1 SLC15A3 LRP5 BCAR3 MYOD1 JDP2 EIF3J FOXN3 AP1G2 LMO2 TBK1 LMO3 PDE3B RASGEF1A ANKRD1 HLX MRPS31 MKRN3 BATF HOXC6 DAB1 DDX23 ANK3 SLC2A3 HOXC4 ACIN1 KLHDC9 EDARADD SH3BP5L PLEKHA6 TMEM109 BICDL1 MADD LINC02694 APLNR TACC2 TNNT2 PSMA1 OTOGL CD101 CADM1 SLC37A2 SPRYD3 NGB PCGF6 SLITRK5 ASCL4 EMP1 AKAP3 HSP90B1 PACS1 PLXNC1 MSRB3 MDGA2 SOX5 HDGF SNX1 TWF1 ATN1 ARNT RASAL2 MEIS2 BLOC1S2 ITGB7 BLOC1S1 ENTPD1 BMF FGD4 PTPN7 DYNLL1 NR4A1 PDE6H KCTD4 CORO1C BATF3 PRICKLE1 HIVEP3 SCN8A XCL1 XCL2 SGIP1 PAX6 TMEM62 ARHGAP12 ARHGAP21 FRMD4A RNF19B GTF2A1 CRTC2 VSIG10 MSMB C11orf49 NKX2-1 RHOG EGR2 NRXN3 SPATA17 CARMIL3 LCOR PIGV CTSK KIF1B INTS3 HIPK1 PRR5L BTG4 NUCB2 LCK JMJD1C REXO2 ARHGAP42 CNIH3 SMG7 SLC37A4 LRMDA VIM RAG1 TPM1 MOAP1 ANXA8 COL9A2 POU2F1 MR1 CD6 SCNN1A NOTCH2NLA BGLAP COL4A2 MIR17HG TNFSF4 COL4A1 TRMT1L CALHM3 SWT1 NDUFA9 NFRKB CBL RGS18 UBL3 SIRT1 GRHL3 SLC6A9 MTMR11 C1orf198 TMEM151A ID3 MPL CHRNA10 P53_DECAMER_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/P53_DECAMER_Q2 SLC36A2 DST LTBP1 MSTN MSL2 RORC RAB1B C1QC RCE1 MXI1 CITED4 DNAH6 CITED1 HOXD10 BTK PIP4P2 TMBIM1 CHMP2B WWP1 BIRC8 RARA SMOX GNG3 RARB TSPAN1 DHX30 LRIT3 OPA3 DAB2IP MYH1 PTPRG CIZ1 LRRC2 STRN3 RCOR1 PIM1 GRIN2A HMG20B PREX2 LUC7L3 RPS19 KRT15 AC141586.1 HSD11B1 STC1 TSC22D1 ADD3 ADAMTS4 TDRD3 FAM219A GNAI2 HOXA11 HMGCS1 CACNB2 PXK CRAMP1 PXN DMD HAUS3 NUP54 SREK1 NKX2-3 TECTA UPK3A NTRK3 DLX3 EI24 SEMA6D DLX5 PKP3 NTRK1 HEBP1 GRK6 AP001372.2 SLC16A13 LZTS2 LINC02875 FGF9 HIP1R ZMAT3 TBX21 WASF2 ZBTB21 BSCL2 WHRN EFHD1 GRIPAP1 ZNF654 USP12 ANGPT2 RAP2B PHKG1 ARHGEF6 TLE4 CACNG2 INHBB SENP2 ZNF362 GNAQ WDR82 ENTR1 RIN1 MAP3K13 CLN5 CLDN18 USP3 TBC1D8 ABCD1 ZBTB9 PML IFFO1 IL7R DGKA RAB43 LRRTM3 BCL11B RUSC1-AS1 ETV1 ILVBL SLCO3A1 MLLT6 BAZ2A ETFB TLX1 ABCA12 SHISA6 FLRT1 TRIM29 TBX5 GJB4 NLGN2 AP4S1 LRP1 ERBIN NSD3 BLVRB PLA2G4E TJP2 CFAP65 ABCC5 AP1G2 FGF11 TGFB3 RBM5 SLC7A9 TTN IL10 CNOT4 FHDC1 STARD7 BATF2 HOXC4 STARD8 DNAJC7 PITPNC1 PLEKHA8P1 SLC4A4 POM121L1P EGFR PLEKHA6 MTA2 VAX1 IL24 FGF20 TRERF1 IL20 NCAM2 SLITRK1 PA2G4 EP300 HNRNPA0 ARHGEF37 AKAP6 NFE2L1 SMARCA2 LRRK1 ASCL4 EDC4 BMPR2 ELK3 HOXA2 ZEB2 PPL RHOBTB2 HOXA9 DYRK3 BMF FGD4 CTRL MON1A ANKRD13B TAF5 SPTBN4 DOCK9 KCTD5 HOXB3 CDKN1A EIF4E SALL4 MPZL2 SLC7A1 LMTK2 MYH11 DENND2B PHF8 CACNA1A DNAJB5 COPB1 NXPH4 APOLD1 PIDD1 HCAR2 CREBZF PRRX1 RNF144B SLC1A3 C18orf25 ORC4 PTH1R NRG1 RTL3 LRTM1 SPATC1 DLG2 MICALL2 NOL4 SRRM4 PTCHD4 OTX1 LDB3 CARMIL3 RPSA PPM1D EYA2 PSME2 MDM2 S100PBP TSHR PTAFR NKIRAS2 ING3 NDP ERRFI1 CDC73 PRDM12 DNAI1 KDM4C CHD5 ING1 RFTN2 MAF WBP1L TNFSF4 ANXA1 UBL3 CELF6 SLC6A9 RAB44 DR1_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/DR1_Q3 KCNE5 CDX1 PDLIM7 SYT4 MASP2 PGF ADGRA2 FAM20C STOML2 REST PAN2 PLEC HIBADH SRSF6 AGPS GBF1 RAPGEF6 TLK2 ATAT1 PPTC7 PRMT1 F12 MIR22HG EFNB3 PTPRG ARRDC1-AS1 FANCB C2CD2L PPARGC1A ZFHX3 DCTN1 DCTN2 MARK2 TMEM79 BIN3 PRDM1 SLTM PLA2G2F CLCN2 ERBB2 SPSB2 ARFGEF2 PFN1 NPHP4 A1CF DMD NPSR1-AS1 HNF1A UBE2K DNMT3A ESRRA CBLN4 MAP2K3 ASXL1 TREX1 U2AF1L4 DCHS1 TNNI1 ZBTB45 YPEL3 HMGCS2 SMYD5 WBP2NL PRODH2 TMED4 PDZD3 PDZK1 RTN4 DIS3L AP1B1 FGF9 BNIP3 CLIP3 CLRN3 YBX2 KCNK10 C14orf132 SLC23A3 NR2F6 USP12 ATP5PO WFIKKN2 SLC25A1 NR2F2 GOLGA4 LMOD3 NR2F1 ARHGEF7 MICAL2 TP53 DIDO1 ZSWIM3 RBBP6 OTUD7B SS18 ACOT8 MED8 KIF6 INHBC UQCR10 MOSPD2 MOSPD1 UHRF1BP1 MAP3K11 POLR2H CSF2 ABTB2 PRR14 ZBTB12 CLDN10 IFFO1 CLDN15 MRPL11 CDK16 CKMT1B CNOT9 USP37 SNAP25 HSD17B8 SELENOM LMX1B CSRNP3 PAK1IP1 RTP3 CCP110 SOD1 CCL15 SZT2 DUSP3 FBLN1 LRP1 NRAP TOM1L2 SEC22B LRRN1 SELENOI DRC3 CALM1 GRPEL1 BCAM VTA1 MAP3K20 LMO3 SHFL CRABP2 SLC7A9 PARP6 GDNF VCL SLC7A7 SMG5 LGI4 INSR WDPCP NET1 RBMS1 SATB1 STMN2 NUDT22 RBKS TCN2 SLC25A51 WDR81 CDIN1 ZBTB40 ZNF516-DT TIMELESS HOXD3 SHF NFE2L2 NFE2L3 BPIFA2 KRTAP15-1 RPRD1B FGFR3 EEF1B2 SSH2 SOX5 TRPT1 NEDD9 ATN1 CNTFR NR2C1 RASAL1 HOXA3 TTYH2 TTYH1 OVOL1 ZNF597 HSPE1 DNAJA2 CKAP4 EFEMP1 NR4A1 NEUROG2 NR4A3 HOXB3 SLC25A35 LAMP2 TOMM70 MTTP ZIC4 HOXB6 HSPD1 MYH10 MSRB1 PPP1R14D CELF3 PNPLA2 PRRX2 PCBP4 BOK POU5F1 PAK4 PAX7 NUDCD1 PTH1R IGF2BP1 NDUFS1 PTCHD4 SPEF1 SEC16B PRR7 C1orf116 PCDH7 EIF4G1 SMTN CUTA HOXC13 WRAP53 AOC2 C3orf18 MREG DPF3 PHB2 ADAMTS19 FKBP5 LYSMD1 CLCNKA ARL6IP1 MLST8 PRDM16 PIPOX UBE2R2 PSMF1 PLPPR1 CTAG2 TTI1 EMG1 HS6ST2 PLCD4 SCNM1 SLC39A5 GTF3C2 SPACA6 FAM170A CALHM1 NCDN PAPLN BAALC SAMD14 GDPD2 ID1 BABAM2 GCTNWTTGK_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GCTNWTTGK_UNKNOWN CYP24A1 IL6ST SAMM50 SNCA PPP2R5C SYNCRIP PLEC CITED2 GNG8 NONO YIPF4 H2AZ2 PPP1R1B RAVER1 KANSL3 TLK2 AL162293.1 UQCRFS1 STAG2 ATP13A4 MAP2K6 CDCA3 CCAR1 RECK PTPRK MIR22HG TMEFF1 ATRNL1 ANKS1B RCOR2 EMSY BARHL1 ESPL1 NAV3 MARK3 PDYN LUC7L3 FAM155B HNF4A F2 PRDM5 MNT STC1 PRDM1 ACR OSTF1 NAGLU ZC3H10 HLA-DRB1 FIZ1 ERBB2 HOATZ TRAK2 STRADB FOXH1 IL17B PKN2 LHX1 IL25 LHX4 SLC43A2 HNRNPLL AMD1 MN1 HIP1 PAIP2 KLF13 OARD1 SMAD6 SMAD3 SMAD2 SMYD1 DDX5 DDX4 ZNF524 EPHA3 CCT7 LAMA1 DLX1 SFRP1 ATP2A2 LASP1 TSGA10 SMURF2 MARCKS GK RERE GPR85 LINC02875 SLC20A1 ZNF385B ZFAND4 RAB5B CCDC33 CCDC71 SORBS2 GJA5 KCNJ13 FERD3L CCNE2 FAM160A2 SLC24A4 ZNF148 DNAJC11 VAC14 CAP1 TLE3 JPT1 GRM3 RPL41 TMEM129 EIF4A1 USP21 PLA2G3 HLA-DQB2 ECEL1 USP5 NNAT TPI1P2 IKZF2 SUFU CYLD CCDC140 CDK17 ETV5 ETV4 IL4 GPBP1 IL6 ZNF454 SP140L HSCB TBX2 GJB4 ANKHD1 NID2 TTC16 FYN RAB35 NUBPL LRP6 DGKZ TP53INP2 DUSP6 SKIDA1 LMO4 ENAM SLC6A4 ACKR3 CNOT3 FGF10 SEL1L3 RBFOX2 ZIC1 HLX OLFML3 WNT3 STARD7 GATA6 SND1 HOXC5 RNF38 SLC4A2 LOX OLIG2 TENM1 KLHDC9 LINS1 NMNAT2 SCUBE3 SPATA20 CNBP DLL1 MEPE TACC3 FGF20 IRS1 ANKHD1-EIF4EBP3 WDR81 ZNF516-DT SYCP3 SIX1 HSPB2 MFAP2 ASB7 SLC38A4 ELAC2 SOX2 SSH2 COPZ1 TMEM204 CCDC88A SOX4 CEP20 SOX9 ST8SIA2 NMRK1 MEIS1 SESN3 TTBK2 ITGB8 HOXA6 TTYH1 TFDP2 NKX3-1 RNF10 DYRK2 TMEM160 ANGPTL2 DIS3L2 ZNF423 PHACTR3 NEUROG3 DENR ABCB5 HOXB3 UBE2E3 SLC25A35 LAT LAMP2 TNFSF11 VCP SALL1 ZIC4 CHAC1 PNRC1 TAFA4 HOXB9 SEL1L KIF23 CLEC18C OPCML PRADC1 PAX3 PTMA SPRY2 TDO2 GPC3 MAZ GGNBP2 PAK2 ZBED5 ACTR1A LRRC36 USPL1 SLCO5A1 SHC3 TSC22D3 IP6K2 SSBP3 NOL4 SOX14 ZFY OTX2 MPP5 PIGS HEPACAM HMGA2 CDK5 ABHD12 EIF4G2 SHKBP1 BTG4 NUCB2 NREP UCK2 C12orf57 JMJD1C UBB PSME4 UBE2S SC5D ABLIM1 TNFRSF21 CEP95 CNN3 CALD1 NDP CDH1 NFYB NFYA CDH3 DNAH5 AGBL2 C1QTNF1 POU3F3 NFATC4 LETM2 CHD6 TNPO3 BAHD1 ACTB NCDN ANO4 DPYSL3 COL5A3 PPP1R9B YIPF7 TTC39C GRHL3 UTP18 OSTC SP3 NIPBL SPATA32 MEX3D MEX3B NFIB RCN2 SPTAN1 PPAR_DR1_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/PPAR_DR1_Q2 KCNE5 CDX1 CDX2 MASP2 PGF STAT5A HTN1 STOML2 AQP7 RCE1 REST PLEC PAN2 HIBADH SRSF6 ATP2B1 SRSF4 AGPS GBF1 CREB3L3 ATAT1 PPTC7 BHLHE41 F12 MIR22HG TMEFF1 EFNB3 ROCK2 ARRDC1-AS1 PPARGC1A ZFHX3 TGIF1 GLTP DCTN1 MARK2 DCTN2 ROR1 TMEM79 BIN3 ZNF385A PRDM1 SLTM ERBB2 RBP2 MMD CHCHD4 ARFGEF2 TMEM43 PFN1 MOV10 A1CF NPSR1-AS1 HNF1A UBE2K NR1H3 GPD1 DNMT3A ESRRA TRPC5 CELF1 MAP2K3 ASXL1 COL16A1 YPEL3 HMGCS2 SMYD5 WBP2NL PRODH2 PDZD3 PDZK1 MARCKSL1 CLCN5 RTN4 AP1B1 FGF9 CLRN3 C14orf132 SLC23A3 NR2F6 USP12 SLC25A1 NR2F2 GOLGA4 FNDC9 NR2F1 FMNL1 MRPL1 ARHGEF7 SLC25A5 MICAL2 TP53 RBBP6 ZSWIM3 OTUD7B GAPDH SS18 GRM3 ACOT8 ILRUN MED8 INHBC KIF6 PATZ1 UQCR10 UHRF1BP1 ZNF485 MAP3K11 CSF2 ALPI SLC25A34 ZBTB12 RTKN IFFO1 TPCN1 CLDN15 GCH1 MRPL11 CDK16 NR1D1 CKMT1B GBX2 USP37 CNOT9 MPC2 MLLT6 HSD17B8 IL4 TBX6 CSRNP3 RRBP1 PAK1IP1 BCKDHB COL15A1 RTP3 RPL27 SZT2 LRP1 NRAP TOM1L2 IQCD SELENOI DRC3 GRPEL1 SHFL CRABP2 SLC7A9 PLIN1 CSNK2A1 SMG5 INSR WDPCP RBMS1 NET1 ACOT7 PHYHIP SATB1 NUDT22 RBKS SLC34A3 WDR81 ZBTB40 RCL1 HHEX HOXD3 SHF NFE2L2 SNRPF RPRD1B EEF1B2 TNFRSF12A SSH2 TRPT1 NEDD9 ATN1 NR2C1 TMEM120A RASAL1 HOXA3 OVOL1 TTYH1 TEF ZNF597 LRFN5 LRFN4 DNAJA2 TAF2 OBSCN LPL GABARAPL2 EFEMP1 NEUROG2 NR4A3 HOXB3 HDAC4 LAMP2 SLC25A13 CXCL14 MTTP TOMM70 ZIC4 HOXB6 FABP1 MYH10 MSRB1 CELF3 ARID4A PRKAG1 PAX6 PNPLA2 PRRX2 SPRY4 SYNPO2L ARHGAP21 POU5F1 PCBP4 BOK PAX7 PAK4 DLG4 PTH1R IGF2BP1 SEC24C NDUFS1 GABRG2 SPEF1 PRR7 C1orf116 PCDH7 EIF4G1 ACADVL SMTN CUTA WRAP53 CHST8 AOC2 C3orf18 MREG PHB2 ADAMTS19 ARL6IP1 LYSMD1 MLST8 PRDM16 TPM2 UBE2R2 PRDM13 PLPPR1 TTI1 RNF128 EMG1 ENO3 SCNM1 SLC39A5 ANGPTL8 THPO KLK6 CCDC14 SPACA6 FAM170A NCDN PAPLN SAMD14 GDPD2 BABAM2 HNF4_DR1_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF4_DR1_Q3 KCNE5 ATP1B1 CDX1 PDLIM7 MASP2 ADGRA2 PGF FAM20C TBPL1 DNAJB12 PLEC PAN2 HIBADH SRSF6 PICALM GBF1 AGPS LCAT TLK2 ATAT1 MALL PRMT1 MIR22HG F12 DAB2IP F10 EFNB3 PTPRG RREB1 C2CD2L PPARGC1A ZFHX3 DCTN1 MARK2 DCTN2 MSX1 ZNF436-AS1 BIN3 PELO PRDM1 SCN1A CLCN2 ERBB3 PLEKHG6 ERBB2 PFKFB1 SPSB2 MLEC PFN1 NPHP4 DMD NPSR1-AS1 UBE2K NR1H3 ESRRA MOBP ASXL1 TREX1 GUCY2C U2AF1L4 DCHS1 ZBTB45 SMYD5 DNAJC22 PRODH2 GRK5 PDZD3 PDZK1 AP1B1 FOXA3 RAB5C FAHD1 CLRN3 YBX2 KCNK10 C14orf132 SLC23A3 NR2F6 USP12 SEMA3B GOLGA4 LMOD3 ZNF644 MRPL2 SYMPK ZDHHC3 EXOSC7 ARHGEF7 MICAL2 TP53 TLE1 ARHGEF12 DIDO1 SENP2 SS18 SLC26A6 GTF2I MED8 KIF6 USH1C MAP3K11 POLR2H CSF2 PRR14 ZBTB12 CLDN10 IFFO1 MRPL11 GALK1 KLC4 CDK16 CKMT1B PEX16 CNOT9 USP37 MPC2 MLLT6 SNAP25 MTMR4 HSD17B8 SHMT1 SELENOM LRRN2 SGK1 PAK1IP1 RTP3 SOD1 CCL15 SNAI1 DUSP3 FBLN1 SZT2 LRP1 TOM1L2 SEC22B LRRN1 DRC3 VTA1 MAP3K20 LMO3 SHFL CRABP2 PARP6 PRKCSH GDNF TTR TCAIM EIF4EBP2 WNT3 GATA4 LGI4 INSR RBMS1 NET1 PABPN1 SCAMP3 STMN2 SLC34A1 NUDT22 RNF183 TCN2 WDR81 ZBTB40 ZNF516-DT TIMELESS HOXD3 SHF VWCE BPIFA2 MIEF1 PIEZO2 ZNF436 FXYD1 RPRD1B EEF1B2 FGFR3 TNFRSF12A TRPT1 SOX5 ATN1 CNTFR LMAN2 NR2C1 HOXA3 HOXA5 TTYH2 OVOL1 HSPE1 DNAJA2 CKAP4 FOXA1 EFEMP1 ITGA1 NEUROG2 NR4A3 LHPP POLD4 SLC25A35 LAMP2 MTTP TOMM70 ZIC4 HOXB6 FABP1 AHCYL1 HSPD1 MYH10 PPP1R14D NDST2 PNPLA2 PRRX2 SPRY4 RNF144B POU5F1 NUDCD1 PAK4 PAX7 PTH1R TREH IGF2BP1 NDUFS1 IP6K2 CCDC151 EGR3 PTCHD4 OTC PRR7 SEC16B PRKCD PURA HAGH CUTA ZPBP2 WRAP53 ATXN7L2 PKLR JMJD1C PTMS DPF3 IRX6 ADAMTS19 FKBP5 CLCNKA LYSMD1 MLST8 PRDM16 GPRC5B PIPOX UBE2R2 SETD2 PSMF1 PLPPR1 TTI1 SMOC1 IYD ENO3 SCNM1 SLC39A5 AIF1L GTF3C2 ANGPTL8 KLK6 FAM170A PAPLN SAMD14 ID1 MPL COUP_DR1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/COUP_DR1_Q6 KCNE5 PDLIM7 ADGRA2 PGF STOML2 REST WTAP PAN2 HIBADH SRSF6 ATP2B1 SRSF4 GBF1 AGPS LCAT ABI3BP ATAT1 APOM F12 ZBTB43 EFNB3 RREB1 ARRDC1-AS1 CYP26A1 BSDC1 PPARGC1A ZFHX3 DCTN1 DCTN2 ZNF436-AS1 TMEM79 ZNF768 BIN3 PRDM1 GLG1 PALM CLCN2 ERBB2 ARF6 ARFGEF2 SLC11A2 PFN1 DMD NPSR1-AS1 UBE2K ESRRA CBLN4 MAP2K3 TP53BP1 ASXL1 TREX1 SMAD3 ACP4 U2AF1L4 YPEL3 HMGCS2 RNF5 PKP3 SMYD5 PRODH2 SYTL2 PDZD3 PDZK1 NYAP1 MARCKSL1 RTN4 CLSPN AP1B1 DIS3L FOXA3 CCDC71 KCNK10 YBX2 SLC23A3 NR2F6 ATP5PO NR2F2 GOLGA4 AGPAT1 NR2F1 SYMPK ACTA1 ARHGEF7 MICAL2 TP53 ZSWIM3 RBBP6 SLC26A3 SS18 SLC26A6 ACOT8 TENT2 MED8 KIF6 UQCR10 SEM1 UHRF1BP1 TMEM259 ZNF485 MAP3K11 POLR2H CSF2 ALPI NSUN5P1 ABTB2 NSUN5P2 ZBTB12 IFFO1 TPCN1 CLDN15 MRPL11 CDK16 PEX16 ETFDH USP37 CNOT9 TCEA2 HSD17B8 CSRNP3 RRBP1 RTP3 SZT2 FBLN1 LRP1 NRAP TOM1L2 SEC22B SLC16A9 IQCD SELENOI DRC3 BCAM VTA1 LMO3 SHFL LMAN2L CRABP2 PRKCSH GDNF TTR EIF4EBP2 SMG5 PRKACA INSR RBMS1 STMN2 HDAC11 TAOK3 CDIN1 ZBTB40 NKX6-3 HOXD3 TBC1D22A RNF139 FAM131A BPIFA2 ZNF436 FXYD1 FGD2 RPRD1B EEF1B2 ATN1 CNTFR NR2C1 UBE2D3 HOXA3 TTYH1 OVOL1 HSPE1 TRAF4 KIRREL3-AS3 DNAJA2 GABARAPL2 OBSCN MRPS28 FOXA1 EFEMP1 NR4A1 KMT5A SAP18 NR4A3 LAMP2 CXCL14 TOMM70 MTTP ZIC4 SALL1 RFX1 FABP1 AHCYL1 HSPD1 MYH10 PPP1R14D CELF3 PRKAG1 PNPLA2 PAX6 PRRX2 SHISA5 RNF144B PCBP4 POU5F1 NUDCD1 PAX7 PAK4 PTH1R SHC1 ZYX NDUFS1 KIRREL3 CCDC151 RCC1L PRR7 C1orf116 PRKCD CUTA HOXC13 WRAP53 COMMD3 C3orf18 MREG CKS1B DPF3 PHB2 IRX6 ADAMTS19 APEX2 CLCNKA LYSMD1 ARL6IP1 MLST8 TPM2 PRDM16 PIPOX UBE2R2 PRDM13 PSMF1 PLPPR1 TTI1 LONRF3 EMG1 ENO3 SCNM1 SLC39A5 THPO KLK6 SPACA6 FAM170A NCDN PAPLN SAMD14 PNOC ID1 ADIPOQ LXR_DR4_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/LXR_DR4_Q3 MEF2C PPARD KDM6A NELL2 MITF SYT3 RINT1 CTCF NR2E1 MRI1 CHMP2B BZW1 STAC2 SLC2A4 LIN28A KDM2A AZI2 RARA PUM2 COL11A2 NDUFS2 STAG2 CCDC9B ACTA1 OTX1 PRKCG HEPACAM GJD2 POLA1 ZFHX3 FAM155B RTL9 TAF11 GNB2 PODXL2 PIAS1 FKBP2 ADAMTS4 SYT17 YWHAZ DRD1 CHCHD1 IKZF2 APOC1 PTK7 TFEB NUAK1 ABCA1 CIC HIC1 OAZ2 PRDM12 FRMD5 PRR11 RB1CC1 MID1IP1 BCL3 ETV6 ACSL3 ETV4 GNRHR2 SPOP FOXD3 PLAG1 SKA2 MSANTD2 PPP4R3B MAFB JARID2 SGK1 TTC9C HPCAL4 SPTBN4 DTX3 ACACA COL16A1 ABCG1 FOXP1 FOXP2 PEX11B SALL2 HDAC4 RBFOX1 JADE2 BLVRB SULF1 NACC1 LPCAT3 NR5A2 LRP3 TP53INP2 NR5A1 RNF145 FXR_IR1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/FXR_IR1_Q6 GPATCH11 SLC13A5 LTBP1 ADCY8 GRIK3 HTN1 EIF5 GDNF TTL CITED2 ZIC2 NONO DAB2 APP FLI1 LIN28A ZMIZ1 VEGFA RARA IFRD2 DDAH2 SCAMP5 MIR22HG PHOX2B SPATA20 ABCB11 NOL4L HES7 NR0B2 TEX37 WDR81 HES1 NBR2 MRPS18B NOS1AP HOXD3 AC141586.1 FCHSD2 HSPB2 AGAP2 VAMP2 VAMP1 TMEM256 HMGB2 SOX5 ARF6 MACF1 DMD HOXA9 NDRG2 PPP2R2B RNF14 EEF1A1 OVGP1 ABR GPRIN3 FOXA1 SMAD3 KCTD5 BRCA1 DLX3 EBF2 ARF3 TPD52L3 WBP2NL ST7 FABP6 BMI1 FGF6 CLDN7 TNRC6A RAB5C NR6A1 TRMT10A KCNIP2 PAK6 ZNF148 SERTAD4 SOX15 WFIKKN2 SSBP3 R3HDM1 LIMK2 CLC TBCC KLHL13 GPR12 ZMYND12 RAB3C CA14 FGFBP3 FHL3 KITLG ALDH1A2 FRMD5 NPAS2 NPTX2 BCL9L SCNN1A TTC12 INSM1 ERF PPCS MED26 ADO RNASE4 DLGAP4 IQSEC1 AK9 PDC DTD2 ID3 AML_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AML_Q6 FAM117A LTBP3 PGF RILPL1 RABGAP1L PDLIM3 PTPN22 RORC CTNNB1 SRSF4 FLI1 GRIN2D FOXF2 MACROH2A1 CRY1 EIF2B3 TBPL1 PI15 MIR22HG CFP ZBTB25 NOL4L PTPRS ZFHX3 LUC7L3 CTNNA3 FAAP100 SRSF2 PCF11 PCYT2 TACSTD2 CYTIP VASN PCED1B CXCR5 GRAP2 NEK6 ADD1 PTCH1 ITGA10 CALR ARHGAP45 OTP KCNJ1 LIF IL17B PRUNE1 TMEM86A CD69 IL17F GPD1 TCF7 HPCAL1 RNF43 SHOX2 TULP4 RGS1 ATP2A2 DLX5 RNF207 SUPT16H BMP7 PDZD2 LINC00310 MYBPC2 RBM14 PCDHA1 CFAP20 TAS1R1 YBX2 GPX1 MAP1LC3A HHIP AGPAT4 CCN1 GSE1 RBBP6 EPB41L3 DOK2 EREG SLC26A7 RIN1 ZMYND8 AP5B1 SEMA4A CSF2 ABHD8 CREM CCR1 NHLRC2 IL7R LINC00649 PTK2B NSUN4 PER1 BCL6 ARMCX1 TLX2 GALNT12 PCSK4 C14orf119 CD28 WNT8B IL3 HAPLN3 TBX5 PROKR1 AZIN1 ELAVL3 ETF1 WNT7B P2RY10 SOST DUSP2 MEOX2 DUSP1 SLC16A6 BNC2 STON1-GTF2A1L NSD3 ATP6V0A1 PBX1 LUC7L BCAR3 FDCSP AP1G2 IL17A MMP9 IL13 SASH3 EIF5A TNFSF13 IL17RE WNK4 HLX MINDY1 MKRN3 CHAD BATF DAB1 OLIG3 SLC2A3 PAPPA GATA4 AZI2 TSPAN17 PITPNC1 CYGB PRKACA ACIN1 TMEM109 MADD RBL1 NOL9 ARHGAP27 APLNR WDR81 SLITRK1 OTOGL SPDEF NGB ASCL4 HSP90B1 FGD1 CAV1 LRATD1 NLRP3 CCL2 EDC4 TSPAN13 SOX5 CSMD3 B3GNT5 TSSK2 ITGB7 BLOC1S1 ENTPD3 TMEM179 RUNX1 RUNX2 MAFG PTPN7 GABRA6 NR4A1 FOXP3 REM2 PDSS2 SREBF2 WWC2-AS2 HOXB4 BATF3 HOXB1 HOXB5 ZIC4 HOXB6 CPNE1 XCL1 XCL2 PHF6 SGIP1 TLN1 TMEM99 PAX1 SLA RNF19B CCN5 MKLN1 HEY1 EVI2A ZNF407 SNTB2 POLG2 PPP1R14C MRTFA TSC22D3 KPNB1 BOC RAMP2 PURG IL18RAP TRPM8 LIMK2 NRXN1 PIGV EYA1 CTSK CEMIP SHKBP1 BTG4 LCK ACVR2A FAIM2 SMG7 PRSS35 UBALD2 LRMDA VIM PPP1R12C RAG1 NR3C2 UBE2R2 TRIB1 RGMA ANXA8 CDYL C1QTNF6 MYRF MSI2 TGM4 PAFAH1B1 GFI1 CD6 PIK3R1 ERG CNNM4 FLT1 CBL SCRN1 CREB5 GDPD2 TP63 KCNN4 GRHL3 CCDC102A SDF2L1 SULF1 MPO SP6 RNF40 CEBP_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBP_Q3 SLC44A4 HMGN3 SLC36A2 HMGN2 C5orf64 AQP9 LEMD2 HNRNPR SYNCRIP RORA MXI1 ZNF470 CITED4 HOXD10 SSR1 BDNF SFSWAP PLS1 RARB NSUN6 MAP2K6 PITX2 ARHGEF38 PHOX2B WNT10B ANKS1B MYH1 CNTLN SLC35G2 MYH4 MYH8 TBR1 NCKAP5 MIDEAS FAM53B SPAG9 JUN CCR3 MNT PDGFRB EFNA5 ADAMTS2 RNF17 SIRPA ERBB2 CALR DMD GYS1 IL1RAPL1 MN1 SPOP MAOA MAP2K3 SFMBT1 AGER C2CD5 PLA2G4A SYNE2 TRPS1 PBDC1 TCF12 SOBP MMP27 GPLD1 TRMT10A PTEN KCNJ13 ASAH2 GJA3 EDNRA PBXIP1 SERPINA7 CCDC91 CTAGE1 ZNF654 ANP32A ZBTB20 SPIB HHIP NR2F2 PCGF1 PALLD CCN1 NAT9 PRG4 HERC4 OVOL2 SS18 EIF4A2 NAB1 RUVBL2 MOSPD2 MIA2 NNAT OFCC1 PDRG1 XKRX CDK16 LRRTM3 BCL11B BCL11A FOXN3 BCL6 NDUFA4L2 DDIT4L PER3 USP34 ETV5 RASSF8 ACSL5 ZNF428 BRD2 ZNF28 RRBP1 JARID2 TBX5 DGKH MID1 ELAVL4 CCDC138 RAB30 ZNF462 HTR2C TOB1 CD55 STK33 THRA SNCAIP TNNC2 MAP3K20 PDGFB CAPZA2 LMO4 IL19 CBX4 TLR8 S100G TGFB2 HOXC6 ATOH1 CHIC2 WNT3 HOXC4 CD200R1 PUM2 SPRED1 TFAP2D KAT7 CHMP1B SPTLC2 PCTP NR0B2 JUNB DDIT3 TIMM8A NCAM1 ASCL2 CADM1 NFE2L2 WNT5A TMEM268 SOX1 MYL3 ONECUT2 CCL8 PIGP ARNT LPAR4 FBXW7 TAGAP MEIS2 ALB HOXA5 DYRK3 PCDHA11 NUDT18 SUV39H1 NEUROG1 DOCK8 FOXP3 FOXP2 SLC25A35 TNFSF10 TMEM88 UBE2E2 CADM2 MSRB1 KIF2B PRKAG1 UBXN10 CLTC NFKBIZ RAB3IP GPC4 SEPTIN9 RGS22 KRTAP11-1 ZBED5 PAX7 OPN1LW PAX8 RHOB LRRFIP2 PLCB2 DLG2 WNK1 RS1 ALDH5A1 NRXN3 MPP6 PRKCG TRPM1 LCOR PURA TMEM71 PPM1E SHKBP1 CFL2 S100PBP ZADH2 KPNA3 TSPAN7 SNX12 NPVF SUPT3H IRX5 CALD1 USP9X KITLG ALDH1A2 UBXN1 MAP3K3 C1QTNF4 FIGN SEPTIN14 POU3F4 HS6ST2 FAM91A1 NFATC4 SLC12A1 GSTA4 GNAO1 CEP120 PLAC1 RGS18 NUP155 TMEM104 MED13 CRH LIPG TMEM126B MARCHF1 ID3 TBL1X TBL1Y ETS_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/ETS_Q4 SLC9A9 ADCY4 HM13 SCN3A STAT5B PDLIM2 ZFP91 GAB2 RAE1 LSM1 CD247 FOXO3 TWIST1 RUNDC3A TIMM29 DAB2IP SCN2A MAP9 PKN1 PLA2G4F MARK1 UXT NME2 TMEM185A OMA1 AGAP2 BIN3 CD248 NIPAL3 ADAMTS4 ZC3H10 ZBTB41 ITGA11 ESM1 ARHGAP45 LIF LANCL3 EGFLAM HOXA10 RIPOR1 ARAP1 AMD1 FCHO1 BLNK CNKSR1 MGAT4A KIF3B KLF12 KLF13 RINL MAP7D1 GPR150 UBE2L3 PYM1 PTPN11 DMTF1 RGS3 POF1B TREML2 TCF12 TSHZ3 DPP3 ARSB SPNS3 KCNAB2 ZMAT3 ARHGAP30 LIME1 CANX GJA5 ACTR3 BAG4 SRPRA SPIB CAP1 CYTOR DOCK11 ACAP1 AGPAT1 HYAL2 RAP2C LTBR LYN CNOT10 SUCNR1 LPCAT4 C22orf15 SIGIRR ELMO1 ZNF296 TRMT2B RPL41 SEMA4C ZMYND8 RIN1 RIN3 PUS7L ZBTB7A USP3 MTMR12 YIPF2 PML ZNF35 PDAP1 ZNF687 STARD13 DGKA LPXN PEG10 RAB43 NR1D1 CD2BP2 WDR11 ACSL4 BAZ2A ETV5 ACSL5 NASP HCLS1 ETF1 ITPR1 ITPR2 SOST DRP2 DGKZ C1orf122 CALM2 CAST GMPR2 FOXN3 SEPTIN1 PDGFB AP1G2 CAPZA1 RBM4 TGFB3 TAF8 IL13 MMP3 CRADD FOXRED1 CHIC2 DDX23 SND1 GATA3 HOXC4 RBMS2 KMT2A CHMP1B MADD TRIM41 CMTM6 DDIT3 JUNB IL11RA HCST ARPC1B GDPD5 ARRB2 FGFR2 TMEM256 CCL2 SOX2 TMEM204 MAP4K2 MAP4K1 CCDC85B NEDD8 TIMP4 ELK3 FXYD5 EXTL2 IRAK4 HOXA1 PPP1R16B PTK2 TCERG1 CSAD ITGB7 GGT7 EIF3K RLIM STRBP ZNF800 SLC46A3 HBEGF LRFN4 SEC61A1 SLC30A7 CPNE8 C6orf223 TEAD3 VAV1 FURIN DPPA4 FOXP1 POLD4 ST7L CORO1A TNFSF11 NEDD4 CD79A IKBKB NFKBID E2F3 E2F5 PRKAG1 KDM6A PAX6 CBFA2T3 ARHGAP15 RHOV TNS2 RPS3 LSR ARHGAP4 GGNBP2 TPP2 LIMD2 YRDC PPP1R14C SEC24C BUD31 NDUFS2 PLCB2 CYB5R4 EPN3 SOX14 PCDH7 SLC9A3R1 HMGA1 NCR3 SLC41A1 TBC1D10C LCP1 LCP2 KDF1 VCAM1 SKAP1 POU3F4 CHD2 GFI1 PIK3R4 ERCC1 NDUFA4 ERG MED26 RGS14 PPP1R9B GMFG ITPRIPL1 NIPBL IRF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/IRF_Q6 ADORA3 ZBTB32 BBX RORB IRF9 DNASE1L3 B2M FLI1 NT5C3A BHLHE22 RAPGEF6 TLK2 STAG2 TWIST1 PITX2 RARG NCF1 EOMES IFI44 ATP13A1 PTPRO MSX1 IFNB1 ARMCX6 F3 PDGFRB ZNF385A EXT1 CASZ1 DUSP10 TOR1AIP1 IFI35 SLC11A2 MUSK MOV10 SAT1 DDX60 BCOR IL1RAPL1 SREK1 HPCAL1 MAML2 LGALS8 UBE2L6 KLF14 TIMD4 ECM2 TRIM21 PLEKHH2 USF1 PYM1 LGALS9 CYB5B SYNE2 SEMA6D ELOA2 ARF3 TCF15 ADAR RTN4 CCNT2 TBL1XR1 LZTS2 RAD51AP1 NRP1 FGF9 CPEB4 LY86 ISG15 NUB1 GRIPAP1 KDM2A SIK3 SEMA3A MYB NABP2 ZCCHC24 EGFL6 ARHGEF6 CCND1 IL18BP ZNF296 EREG NOD2 C12orf42 EIF4A2 WDR82 ADAM12 MAP3K11 ADAM15 KCNIP3 FUT8 IKZF2 ZNF366 NPR3 GJC1 STAT6 DGKA DAPP1 HPSE2 BCL11A C12orf4 ETV6 THBS1 ETV5 ACSL5 ZBP1 MLLT3 HAPLN1 UPF2 RRBP1 SELL GSDMD NLGN2 GRIA3 TBX1 MAPK10 GABARAP LSP1 FCGR2B FCGR2C AMTN IFNL3 TAPBPL HTR2C IFNL2 SLC15A3 USP44 STT3B LMO2 CBX4 TNFSF15 CASK TLR7 CXCL10 TAPBP TOP1 SLC2A5 GATA6 BATF2 MS4A1 RBMS2 CMTR1 PRKACA LGI1 KMT2A BST2 SH2B3 FMR1 SOCS1 DCLK1 DLL1 HLA-C NPEPPS HLA-F RELCH CDIN1 CCDC6 PSMA5 SIX1 PSMA3 SLC40A1 PLXNC1 IL22RA1 CNTFR AKIRIN1 MIA2 PTK2 MEIS2 ZEB2 KLHDC7A ITGB7 TFDP2 ATXN7L1 LINC02363 RTP4 PSMB8 HOXB3 HOXB4 LURAP1L DIO2 NEDD4 PCGF5 PHF23 TMBIM4 TMEM108 KYNU RBCK1 DTX3L PRKAG1 CREBZF PTMA RUNX1T1 KCNQ4 ARHGAP5 CXCR4 CASP7 PTCHD4 ESR1 PRR7 PIP4K2B CDK6 PCDH7 ZSCAN2 PARP12 CHST1 PURA OSM PRKD2 PIGV HIPK1 CD80 TNFSF13B TIFA KLHL13 ZFPM1 ZADH2 PSMB10 BTAF1 CIITA DHX58 PCDHGC3 CDH3 PRDM16 TCF7L2 NAALADL2 ST3GAL4 UBR5 ARPP21 SLC39A7 SNX22 MYOG EHD1 NFATC1 TCIRG1 HMCN1 TMEM229B PLP1 PARP9 SERHL ISL1 IFIT2 CYBB IRF2 MYB_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYB_Q3 LTBP1 VAPA HNRNPF DNAH12 SCN3B ZBTB32 GCAT PAN2 BDNF CDH20 SRSF5 FLI1 SEMA7A FOXF2 BHLHE22 COL12A1 TOX2 GNG3 CDCA3 PIK3CG MIR22HG RARG C4A C4B RREB1 TMEM97 LIG4 PRPF38B MIDEAS LUC7L3 PPARGC1B CLTRN SPAG9 MYO18B STC1 TSC22D1 PNMA1 ALDOA HOXA11 CACNB3 TOR1AIP1 RIMS1 CD68 TMEM80 ATG9A PRUNE1 DMD LHX6 GNAT1 KLF5 LNPEP MLN ESRRA KLF12 CELF1 ESRRG MYOZ2 FXR2 AGER TNNI1 WIPI1 LAMA3 RGS2 RAPSN RAB2A HEBP1 MAP4 GRK5 MYL6B BSCL2 CANX ANKRD17 GOLGA7 NMUR1 ZNF148 TP53I13 LYN ARHGEF6 MBD6 ZSWIM2 ZBTB26 PPP4R4 MXD3 ANKRD28 ZNF362 SORT1 ZMYND8 RIN1 AP5B1 GNAS ORMDL2 SRGAP2 USP5 TPI1P2 ZNF367 ABHD2 PDAP1 SF3B1 GPHN CSDE1 C11orf16 RASA3 USP32 ETV4 SHMT1 COX7A2P2 PMEL LMNA KRT25 DGKI YWHAE PREB GBA2 ASIC2 ANKZF1 CNTF SLC16A6 HERPUD2 ORAI3 YWHAQ ZNF462 NEUROD6 TOB1 STT3B XPO1 GMPR2 SLC6A20 C17orf102 IER5L CASK CNOT2 FGF12 MINDY1 KMT2E WNT3 SYNC GNL1 LINS1 MROH2B KMT2D DSCAM SECISBP2 AURKA IL11RA DDIT3 WDR81 HHEX NDEL1 VCPIP1 ZMYM2 CADM1 SPATA8 HSPA9 ASB7 AHNAK WNT5A FRAS1 PLXNC1 CCDC171 MDGA2 TMEM132E SOX5 NEDD8 SESN2 CCL5 OAZ2 PRR3 P2RY2 C12orf65 ZNF800 RPL4 NOVA1 TUG1 RHOBTB3 HCN1 EHMT1 EPB41 TAF5 VAV1 FOXP1 HOXB3 NRF1 PRICKLE1 CACNA1G ARL4C RFX3 RBM39 PCSK1N CSTF1 OMG PHF7 CADM2 C19orf47 OPCML BAP1 SLC6A10P RUNX1T1 TMEM62 TRIM2 MAZ MGLL E4F1 BUD31 ERGIC1 SSBP2 PTCHD4 NRXN3 SEC16B PCDH9 GAN CRISPLD1 UBE2H NDUFC1 HMGA2 CDK2 CHGA FAM13B SHKBP1 NCOA5 NRGN PTMS ZBTB47 ING3 SPOCK2 UBE3A ERRFI1 NR3C2 PRDM16 ABHD15 UBE2R2 PRDM13 SKAP1 FIGN HRH4 ODF2 GTF3C2 PIK3R3 CAMK2A TNPO3 ACTC1 CEBPB B3GALT2 SEPTIN12 BEND4 C1orf21 TEX47 LEP RDH11 PNOC GMFG MED13 NIPBL ID4 GGAANCGGAANY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGAANCGGAANY_UNKNOWN TM2D1 NCBP2 VTA1 U2AF2 STK36 BMS1 SNIP1 TOR1A BCDIN3D IGHMBP2 EBNA1BP2 RRAS TFB2M EIF3H CFAP57 CNST MTA2 PRKAB1 EIF2S3 EIF1AD COX6B1 GCC2 TIMM8A SEC11A MTF1 MRPS18A EIF2S1 RARS1 RNF25 ZNF384 FARSA GPANK1 BAG6 SNRPE MRPL43 UBA52 SEC61G TRIM39 SUPT6H EXOC3L1 MAP4K1 GIN1 RIC3 PTPRCAP BANF1 ZNF513 SLC25A44 PSMB4 TMEM38A UGGT1 CHMP2A CLASRP NCBP2AS2 GYS1 EIF3K ZNF597 PCED1A SEC61A1 SDF2 TRMT11 MOCS3 SRP54 MRPS23 THUMPD3 MRPS21 FBXO38 TWNK DDX55 DLX4 RACK1 E2F4 PEX6 CCDC71 FEV HSPH1 VPS16 SEC24C BUD31 ZDHHC5 G3BP2 PRPF3 ATP6V1D MBD1 TAF10 GLRX5 MED8 POMP ACVR2A RUVBL2 COMMD6 EPN1 PARVA ZNF48 PGS1 RPL38 SMUG1 PDAP1 UBXN1 COX7A2 CSNK2B XIAP TTC17 RPL28 UBL5 SZT2 MRPL21 ATP6V1E1 DPM1 TMCO1 GGA1 NFKB_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFKB_Q6_01 ATP1B1 FAM117A IL6ST EDN2 AMOTL1 PAN2 INO80D ZNRF1 FAM241A MTMR14 BDNF SIN3A GRIN2D ILK GNG4 PTPRJ PHOX2B WNT10A LUC7L3 TGIF1 MIDEAS SUN2 RND1 MSX1 IFNB1 CXCR5 NEK8 HSD11B2 APPL1 MADCAM1 CLCN1 NFKBIB NFKBIA KY KRT23 PFN1 IL23A CD69 ADGRB2 HNF1A SLC44A1 RNF43 ORAI1 TASL IL1RN MAML2 DUSP22 SLAMF8 SHOX2 MLLT11 RBPJ BCL6B GRK5 IL27RA TBX20 MITF IL4I1 NFKB2 CTAGE4 AP1S2 ACAP3 PTGES FBXL12 SEMA3B FGF1 NR2F2 KCNT2 ICAM1 ARHGEF2 RAP2C TP53 ELMO1 GNB1 ASH1L C1QL1 IL12A RIN2 CDC42SE1 GADD45B MAP3K11 REV3L CSF3 HSD3B7 FUT7 ZBTB9 ZBTB11 EHF STAT6 PCSK2 G3BP1 CYLD GPHN CALCOCO1 BCL3 ETV1 TCEA2 BAZ2B SNAP25 HTR3B UPF2 GPBP1 RNF220 IL7 NLK DGKI ANKHD1 VEZF1 BIRC3 RASSF2 IFNL3 IFNL2 DUSP6 TJAP1 LIX1L XPO6 FGF17 GABRB1 MMP9 TNFSF15 EIF5A IL13 NPAS4 TNFSF18 MOB3C BATF TRIM47 TOP1 PAPPA GATA4 S1PR2 EBI3 RBMS1 SH2B3 SOCS2 IL27 RELB DCLK1 ACTN1 ANKHD1-EIF4EBP3 PTHLH GDPD5 EP300 NOS1AP CADM1 BMP2K ASCL3 HSP90B1 TSPEAR TFE3 SOX5 MAP4K2 GREM1 CCL5 UBE2D3 ZNF800 NDRG2 EGF BMF SEC61A1 TRAF4 RFX5 SLC6A12 NTN1 UACA ZIC4 HIVEP1 TMEM88 NFKBID DAP3 IER5 STON2 ALG6 KRTAP13-1 YY1AP1 PCBP4 CNTNAP1 ARHGAP8 TNIP1 LTB LTA RHOG TNIP3 AAMDC UBE2I ARL5B MRPS6 UBE2H KANSL1L PRKCD MSC SMC6 TNFRSF9 DDR1 WRAP53 ERN1 UBD CTDSPL2 PTMS PNKD CEND1 SMG7 CD40 NR3C1 CCR10 CCDC107 TRIB2 VCAM1 PRDM12 TNFRSF1B RASGRP4 FTHL17 RRP8 POU2F3 SMOC1 COL27A1 NFAT5 ENO3 CHD6 GEN1 CHD4 RFTN2 MAG IL2RA MIR17HG KLK9 CREB1 RSF1 SIRT2 RALGDS CD70 TP63 TSLP SP6 EBF1 PPP1R13B JAK3 SMPD3 NFY_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFY_Q6_01 STARD13 HMGN3 HMGN2 FAM117A PPP2R5A DCUN1D4 PPP2R5C HNRNPR PAN2 SHH MTMR14 ZFP91 EPC2 PDIA3 DSPP H2BC12 PPP1R1B NKX6-2 SH3GL3 MRPL50 ANAPC5 EMX2 TMA7 PIM3 SUN2 PCF11 CATSPER2 PIAS4 ZNF436-AS1 PDGFRB ZNF385A MAPK7 EIF2AK3 AGAP3 ACR COA3 GRHL2 GNAI2 NEK2 HSPA1A HSPA1B MLEC HSPA1L SLC43A2 HLA-DOA SCD TP53BP1 TTC9C FDXR CELSR3 SMAD2 AGFG2 NKX6-1 SYNGR4 GART RPS6KL1 FAM204A GNGT2 ATP2A2 SFRP1 RNF5 MLYCD TCTA RANBP10 ABCF2 UVRAG DAXX RTN2 KCNJ13 SERPINA6 NUBP2 ANKRD12 SIK3 ZBTB20 DHTKD1 AGPAT1 DHCR24 BRD8 RBBP4 ZDHHC5 MICAL2 SF1 FOSB PPP4R4 ELMO1 SLIT3 KLF9 ZNF362 ZBTB8OS USP21 PLA2G3 DOLPP1 TSNAXIP1 H2AC6 H2AC1 EEF1DP3 BCAT2 OS9 ZBTB10 ABI3 GGCT GPCPD1 NT5DC2 ETV5 MTMR4 WNT8B SKA2 GLB1L2 BCKDHA LY75 H2BC1 PDK2 H2BC4 HSCB TBX2 JARID2 FADS1 GJB4 GJB5 CCDC51 ELAVL4 ASIC2 PPP1R7 AP2A1 HELB DGKZ ZBTB5 H2AC12 LRP8 PTCH2 CIT CALM2 KIF20A E2F8 XPO1 MAEA RBM3 PASK TGFB3 KLHL4 PNN FDFT1 ATOH1 WNT3 RLN1 MYOCD SLC2A4 HOXC4 ARL17A SLC2A1 SPRED2 PRKACA STMN2 ZCCHC12 ZNF189 ZNF8 SIX2 NRDC ZNF711 C1orf105 HIF1A SYCP3 CEP57 SNRPA GPR50 COL1A1 STMN1 ZNF436 HIGD1A ELAC2 LRATD1 KATNB1 GREM1 SESN2 NR2C2 COMMD10 PRR11 H4C1 MOB1A TMEM143 GTF2A1L ACTL6A ATF6B BORA TUG1 HERPUD1 RFX5 TRMT6 MYO1E DOCK9 TOMM40 RPRD2 SREBF2 SLC25A13 VCP HDAC1 PLK1 PNRC2 CHAC1 H3C1 DDX50 HIVEP3 CREBRF H3C3 TAFA4 HOXB9 SEL1L CADM2 CDC14B ASPHD1 SPRY2 NDE1 MCM8 C19orf54 GGNBP2 RHOA DLG3 SHC3 MRTFA DLG2 FAM76B SIGMAR1 MAEL IFT27 NOL4 TENM3-AS1 LDB2 STIMATE RAB5IF PDP1 CDV3 TYSND1 KDM3A KPNA4 KBTBD8 CNTD1 UGP2 EDA CNN3 CTF1 UBALD2 PPM1A NUP93 CDH1 NUAK2 RPA2 PRDM10 POU3F3 PIK3R3 PIK3R1 BAHD1 TXNIP PRUNE2 UBXN11 DPYSL5 RACGAP1 CDC25A TP63 GRHL3 SON INVS KCNN2 MTFP1 LPCAT3 GCA SREBP_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/SREBP_Q3 ADCY4 PDP2 JAKMIP2 CCDC106 IRF9 ADORA1 HOXD10 SLC35A4 APP DDX17 PPP1R1B NT5C3A GRID2 GUCA2B MAP2K5 ANKS1B RCOR2 EMX2 TMEM119 TXNDC9 DCTN1 PRELP PCF11 MTF1 KRT17 ZBTB18 COLQ EIF1B FCHSD2 PDGFRB LRCH4 RAB10 ADD3 ZIM2 BLCAP RBP5 GRHL2 MST1 KCNMB1 KCNJ1 ATP6V0C HCRTR1 NECTIN1 LHX1 HOXA10 IDH1 DNMT3B NECAP1 KLF12 KRT78 EN1 SERPINI1 AGER TNNI1 DDX6 TNNI2 NTRK3 NOTCH2 FNBP1 SAP130 SYTL2 PDZD4 GFAP LDLR ZNF532 ARHGAP30 SPI1 ZNF710 STAC3 SRPRA SEMA3B WFIKKN2 ARFGAP2 SIK2 HYAL1 VSIG1 GSE1 PAMR1 TENT4B CLC GNB2 KANK2 GRM6 GADD45G SH3KBP1 AP5B1 DLK2 PLA2G3 REV3L DHH STX4 COL2A1 NDUFAF3 ZFP36L1 NSRP1 SET BCL11A WDR13 BCL6 MLLT6 TLX3 ETV5 BAZ2A RBM24 PROKR1 HSPG2 FADS3 PPP1R10 DLG2 PHF12 VEZF1 MID1 TTC16 ITPR3 GJB1 RAB30 JADE2 NEUROD2 YWHAQ CHN2 LRP8 APBB3 CFAP65 GFRA3 DYNC1LI1 SKIDA1 C17orf102 IER5L SLC6A4 EIF5B ZIC2 GATA1 FOXRED1 KMT2E ELOVL5 HOXC4 PRKACA LGI3 FBXO24 DNAJC1 MIR137HG LBX1 TRIM63 NUFIP2 ZNF711 CDKL3 PTHLH TNNT2 SLITRK3 HIF1A MRPS18B VCPIP1 NFE2L3 SMARCA1 HSPA9 ARFGEF1 FXYD1 SLC38A5 SIPA1 TMEM132E FBRS GREM1 EHBP1 TMEM86B HCN4 HBEGF HID1 C6orf223 TEAD2 RAB33A SREBF2 HOXB4 SLC35G3 HOXB2 DSG3 ZIC4 DSG1 ADRA1B KCTD15 CACNA1D CACNA1A DNAJB5 ST7 E2F1 CLSTN3 PRKAG1 UBXN10 ZNF202 PAX2 PLCB3 RAP1GAP2 C3orf62 GGNBP2 NUDCD1 PAX7 NDUFS8 RHOA POU4F2 SV2B MAN2B1 KPNB1 FAM71A HDX IGF2BP3 KLK13 IP6K2 GAST OTX2 AAMDC FAM83H SLC7A11 EYA3 OSM EIF4G2 PPM1E HOXC11 HIPK1 SHKBP1 GRN TBCC REEP1 C12orf57 CA3 INPP4A NRGN CEND1 GAP43 PEG3 UBE3A VPREB3 LUM IVNS1ABP C1QTNF7 SRCIN1 RNF123 LONRF3 TNFRSF19 MYOG NFATC4 NOTCH2NLA DALRD3 DPT AMHR2 MAF GNAO1 PDCD10 CEBPB DTX1 MAP1A QRICH1 RSF1 DPYSL2 ITPRIPL1 NIPBL MYLPF MEX3D TEX2 MEX3B STAT_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/STAT_Q6 KCNE5 RNASE11 SCN3A DZIP1 DQX1 HOXD11 ACBD3 NLRP10 CYRIA GRIN2B MED25 CFAP299 RARA TLK1 RARB UQCRFS1 CD247 RFFL KXD1 VNN3 ROCK1 ANKS1A NOL4L BSN F9 HCFC1R1 PLA2G4F PPARGC1A PPARGC1B BBOF1 MGAT2 AGAP2 RYR1 BIN3 PRDM1 MRPL45 ADD3 NEK6 PPP2R3A GRHL2 TET2 ENPP2 CACNB3 GPR142 TCF21 DMD UBE2Z SREK1 NKX2-3 LAPTM4B ARFIP2 UBE2L3 SLAMF1 FAM13C NTRK3 HYOU1 SEMA6A KCNQ1DN KCNJ8 SEC31A ARF3 DLX4 POF1B UTP14A SOBP JPH3 JPH2 BACH2 HCAR1 PDE11A RTN1 GJA5 ALKBH6 SCRG1 TIMM10B SERTAD3 COQ8B ARHGEF3 SLC25A4 ARMC8 ARHGEF6 MGAT4C ZNF286A FOSB MMP14 SERINC2 ELMO1 AMBN IL18BP PTBP3 XPR1 ORMDL2 CLN5 WDFY4 ZNF485 CSF2 ECEL1 HSD3B7 CREM ZBTB9 NFS1 TPI1P2 TMEM100 SEC14L2 NETO1 PCSK2 CCL20 NLRP4 ABCD4 AATF BCL6 TCEA2 ETV5 VPS53 AGL APBA1 SKA2 FLRT3 ING2 PI4K2A TUT1 ZMYM3 GOLPH3L DGKH CISH QPCT RPS6KA3 GSK3A DGKZ ZNF462 PTCH2 C1orf122 ABCC5 MKRN1 DNAJC5B THRA GPATCH4 LMO4 RPS27L MMP3 COX5B MKRN4P WNT1 ANK3 PVALB EIF3D S1PR1 ERI1 ASPH ZNF180 RPL36AL SCAMP3 PI4KB SCAMP2 SIX4 IL22 MOXD1 ST6GALNAC5 ARPC1A PTHLH ARHGAP36 LSAMP SIX1 PDCD6IP IWS1 SLC38A5 FGFR2 CPSF7 CLU NSG2 CCDC85B CSMD3 LMAN2 FBXW7 TCERG1 HOXA3 PRR11 TTYH1 HSPE1 TRAF4 PGGT1B DNAJA2 FN1 CPNE8 PHACTR3 FIBP LVRN NR4A3 SLC4A10 EIF4E TNFSF11 PRICKLE1 TSC1 RNF152 HSPD1 RBM39 CELF3 FOSL2 NDST2 CDC14B VGF PLPP6 SLC6A10P TNS2 SDHAF2 RANGRF JADE1 DRC7 IAPP ACTR1B CAMSAP1 YRDC PSMD3 POU4F1 TNIP3 SSBP4 TRPM7 SPEF1 UBE2H TOPORS SLC7A13 SMC6 BBS1 EYA1 EVPL ZFYVE27 SLC41A2 ATXN7L2 RBM41 PROS1 IRX4 SNX15 NDP CALD1 IFT43 NFYB CDH1 ANXA7 NPAS2 NFATC4 BRINP3 GEN1 TNPO3 THPO CD40LG UBE4B CBL GASK1B POLR2M THOC6 LEP PPP1R9B SLC17A3 SPEG IFIH1 CTTNBP2NL IRF2 ZRANB1 PPP1R13B TMTC4 IRF4 MYLPF NFIA SMPD3 AHR_Q5 http://www.gsea-msigdb.org/gsea/msigdb/cards/AHR_Q5 AJUBA SLC9A5 VAPB B3GALNT1 PALB2 IRF2BPL HNRNPL SRSF6 ZFP91 BDNF GRIN2B RAVER1 BTBD3 INSIG1 GIT2 H2AZ1 FOXO3 BHLHE41 STAG1 ADGRL1 CYP1A1 ZBTB25 PDS5A MECP2 FANCB EID1 MIDEAS CD320 C16orf70 DOC2A TRAPPC13 MLLT10 MNT NEK8 CMIP MRPL45 RAB10 BIN1 ACADSB CYP1B1 CHCHD1 MST1 NDUFA13 SFXN2 EPHB1 SORCS3 PCNT NPHP4 GAD2 PPP2R2B ZEB1 TTC9C ZNF521 URB1-AS1 AGFG2 ZCCHC14 TEX264 TCTA RBPJ SUPT16H DHX40 PDZD4 RTN4 DCTN5 FGF9 EIF3A AP3S1 STAC2 ANP32A KDM2A SPIB RAB6A NR2F2 TAMM41 WDR33 PTF1A SF1 CACNG3 LENG8 ATL1 FOSB MBD3 RBBP7 TSSK6 HNRNPDL EIF4A2 GADD45G RALGAPB MOSPD2 REV3L SERP1 PPFIA2 YWHAZ FUT8 LHFPL4 CACUL1 USP4 IKZF5 ABI2 STARD10 SEC14L1 CDK16 SET BCL11B BCL11A CNOT9 USP37 WAC BCL9L C21orf58 ZNF428 IMMT TBX5 SMG6 L1CAM ELAVL4 TRIM23 CNPY2 ASIC1 DOT1L ASIC2 C12orf66 VLDLR LMO3 ZNF451 CBX6 ZIC2 HOXC6 ATOH1 PRKAR2A HOXC4 FGFR1OP2 VEGFA EED PITPNC1 ASPH TUBG1 NR0B1 DDIT3 TNKS2 ASCL1 SLITRK1 ARRB2 PSMA5 ZMYM2 BRSK2 FGD1 ONECUT1 MEIS1 PAQR4 DAZAP1 MEIS2 RETREG3 SRR RUNX1 AXIN2 ATG12 NEUROG2 ABCB6 RAB33A C16orf87 NRF1 CDKN1B CIRBP FBXO36 CACNA1B CREBZF PRDX4 NRGN PTMA DSTN BZW2 MAX MAZ PAGR1 SPINT2 PCBP2 RHOA THAP7-AS1 NRG1 SSBP4 SRRM4 MPP5 TSPYL2 GJD2 KANSL1L HSDL1 LCOR ARL3 EYA3 PANK3 PSD CHRM1 CFL1 SNX12 PTCHD1 RBM4B INTS13 FHOD1 ING3 SNX14 LUM MINK1 NR3C1 PRDM13 RNF123 REL CAMK2D POU2F1 PIK3R3 FAM78A EPO MAF ADO DTX1 ZNF827 EDEM3 AMPD2 DNAAF1 PTGES3 MEX3B GATA_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATA_Q6 ADORA3 FAM117A MASP1 UBE2F EDN1 SYT7 AQP2 TMBIM1 DSPP FLI1 LCAT PLA2G1B MOS GUCA2A PHOX2A H1-0 ANKS1B GATM BSN LUC7L3 PPARGC1A CTNNA3 CD34 RHCE JUN PDGFRA AMFR BIN1 PPP2R3A TDRD5 PLEKHG6 PFKFB1 PPT2 KRT20 CHCHD7 ACKR1 NECTIN4 APOOL LYL1 NECTIN2 LHX6 CDC42EP3 PLAGL2 PLAG1 GPR155 KLF12 ESRRG EN1 TRMT44 KCNK3 SFRP5 KRT72 IPCEF1 TRPS1 ECHDC2 PRR34 ZNF219 PDZD2 BMP6 NRP2 KCNJ15 USH1G SUSD1 SPINK4 HAMP SIK3 JPH1 USP15 GIP ICAM4 GSE1 ADM SLC26A7 PSD4 SLC26A9 KCNH5 ZBTB7B ZBTB7A FHL3 FHL2 TRIM15 TRIM10 CCL27 HPSE2 FMO1 ABCA12 MOGAT2 PNLIPRP1 PNLIPRP2 IL7 TBX5 CS ELAVL4 CAPN1 AMOT DCAF11 NR5A2 GFRA3 BMP10 XPO6 LMO2 SKIDA1 HOXD1 GATA1 GATA6 ROBO1 CPOX PTGDR2 GP2 MS4A2 RGN SLC4A1 CPA1 SCUBE3 PLXNB3 IL22 TACC1 SLITRK2 MAP4K3 CDIN1 TNK2 RBPMS TIAL1 SIX1 CYB5R3 NOCT CLU FTH1 HOXA1 OTOP2 TSPAN12 SNW1 HCN1 EPB42 SUV39H1 RHD BPGM DMTN CACNA2D3 FOXP2 CXCL13 HOXB6 RAP1B FABP2 TAFA1 SGIP1 FOSL2 PIP5K1B STON2 PAX2 RUNX1T1 SPRY4 POU4F2 KIRREL2 TUBB2B NRXN3 MYCT1 HMBS CALHM5 PCDH9 INHA CAB39 PPM1E TNFSF13B LIX1 PKLR NREP KDM3A WNT11 ZFPM1 DENND1B SYNDIG1 EDA HS3ST5 TSHB HIC1 MSX2 MYRF EPX ENO2 CNN1 DCX AIF1L COL4A4 COL4A3 ERG VPS18 TNXB B3GALT2 KRT80 PLAC1 CREB5 ISL1 PRR18 MMP23A MMP23B EPOR SLC18A1 POFUT1 IGFBP5 ADGRF5 HNF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF1_Q6 NOG LINC00671 AQP9 PPP2R5C FAM20C HNRNPR RORB PDLIM1 RORA HOXD10 CITED2 SRSF6 SRSF7 DDX17 AGTR2 CYRIA FLI1 PPP1R2B DCUN1D1 RARB GUCA2B APOM STAG2 MAP2K5 PHOX2B CNTLN RREB1 CYP2E1 PPP1R3A NCKAP5 LUC7L3 PPARGC1A TBR1 CLTRN HNF4A HTR7 F2 MGAM PDGFRA PRDM1 PNMA1 GGCX GC SERPINA10 TMEM187 MED12L ARF6 CHCHD7 DAAM1 HEXIM2 F13B SPATS2 DMD KLB HOXA10 HNF1B HNF1A PPP2R2B NR1H4 PLAG1 NTF3 CLUH PPFIBP1 GAS2 KLF14 KCNK18 FOXG1 DLX1 TULP4 SFRP4 PRODH2 NCOR1 TCF12 OPRM1 NRP1 ELF4 ALX1 MMP27 SPINK1 ANPEP SERPINA7 SERPINA6 SERPINA4 SEMA3A VSIG1 ATP11AUN ADAM11 SPATA18 TLE4 CLC OR2W1 C8A HAO1 G6PC SEMA4G CCND2 ZMYND8 GOLT1A CLOCK TOP3B CSF3 SLC39A14 PHLDB1 FIBIN TMED6 USP3 CXCL3 C5 CLDN10 POLR2A RASSF7 BCL11A HGFAC BCL9 FAM27E5 TBXAS1 TBX2 SI CS PDZRN4 KRT25 KRT26 GJB1 ZNF22 PLG AFP AFM GANC CDH16 MRPL28 CDH17 LMNTD2 TMEM87A ZBTB4 CLRN1 KCP DPYD PBX2 F2RL1 SLC7A9 BPHL ZIC2 HOXC6 ASPA SAMD11 HOXC4 ROBO3 TENM1 SLC4A4 RBMS1 TTLL6 SATB2 BPIFA1 PDE4D SLC44A3 NAPSA PPP1CB RASGRF2 CES5A FXYD2 FGFR4 PKHD1 LPAL2 RNF186 MIA2 FGA ZEB2 ALB FGB TFEC RUNX1 ANGPTL3 AXIN2 LPP CRB3 TINAG FOXP2 SALL3 HOXB3 PRICKLE1 MTTP CYFIP2 ARL4C SLC13A2 TMEM88 HOXB9 MPRIP HABP2 BMI1 SLC5A4 SLC5A1 ESD CTCF PAX2 CBFA2T2 RAB3IP OLFM4 PAK4 PCBP1 FAM117B SOX18 LRRFIP2 SLCO5A1 WNK1 CFI KLK13 EGR1 SGK2 NRXN3 GAN C1orf116 MBNL2 ARHGAP24 SLC7A13 UGT1A1 PURA TRDN MOSMO RBM47 ACVR2A NRK ZFPM2 AOC2 TM4SF4 ERRFI1 NFIX UGT1A6 NPAS2 TMPRSS15 ARPP21 MYRF OVCH2 POU2F1 POU3F2 SLC39A5 GEN1 ZNF22-AS1 HPN ERG SLC12A2 RNASE4 MSH5 ZNF827 CREB5 ISL1 COL4A6 COL4A5 SULF2 SLCO1B1 UGT2A3 ANXA13 CTTNBP2NL IGFBP1 LIPC TIAF1 KBTBD12 HNF3_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF3_Q6 MEF2C MSTN ATP1B4 STOML2 METTL18 H2AZ2 CYP7A1 SOSTDC1 MACROH2A1 TWIST1 FAM122A TYRO3 PTPRG RREB1 ZHX2 NAV3 MIDEAS UHRF2 TMEM185A KRT17 SMPX PRDM1 GCNT2 LINC00474 RBP3 HOXA11 CHCHD7 OTP HESX1 ZBTB37 BDH1 NECTIN1 IL25 DMD HOXA10 ADGRB3 LHX9 SLC44A1 PLAG1 KLF7 ACACA PCDH17 LINC00314 KCNK4 NPY ATP2A2 DNAJC22 DNASE2B PRR34 BMP5 GNAZ TSHZ3 FOXA2 FGF9 ARHGAP30 GOLGA1 SPIB CCN1 ARHGEF2 POGZ PIK3C2A SRGN TNMD TLE3 FOSB SLIT3 C8B ADTRP CHRDL1 MAP3K13 NKD1 ABI1 TMCC1 NR1D1 LRRTM3 BCL11B SNAP25 FOXD3 FLRT3 HAPLN1 TBXAS1 SGK1 C1orf112 SLC10A7 NRAS TJP1 NEUROD2 GFRA1 LUC7L BAMBI CDH10 TOB1 DUSP6 IL16 GRIK2 LMO3 SKIDA1 XPO4 TGFB3 ITPKB FGF13 VTN ATOH1 PACSIN3 GATA6 TRMT112 ATOH8 KRT222 LGI1 IRS4 NMNAT2 SCUBE3 FOXN1 VAX1 PPP1CB NEBL RTL9 ASCL1 SLITRK6 SMARCA2 FBXO11 ZNF436 DRD3 MYL1 NSG2 TIMP4 REEP4 TFDP2 ANGPTL1 NOVA1 AFF3 GABARAPL1 ATXN7L1 GPRIN3 NR4A1 TEAD1 BRIP1 ITGA3 NR4A3 HOXB3 CDKN1A SARM1 EBF2 ZIC5 SLC13A1 HIVEP3 FABP4 KCTD15 TMEM88 PHEX CADM2 CLDN8 NDST2 TSHZ2 PRDX5 PDCD4 KCNQ5 GTF2A1 NRG1 EGR2 OTX2 PURA ATXN7L2 CLDN2 ZADH2 PATL1 ALDH9A1 LCP2 ING3 MAB21L3 IRX5 ADAMTS14 CALD1 ERRFI1 PALMD DEPDC7 LINC01101 HAND2 TNR SYN3 CYP26B1 SLC39A8 FEZF2 GNAO1 COL13A1 SNX25 AHI1 CELF4 CILK1 ID1 CRH NFIA SMAD_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/SMAD_Q6 AJUBA LTBP1 JAKMIP2 ADCY8 DQX1 RORA ZFP91 DDX17 ATP2B4 GRIN2D LIN28A RARA PRMT3 TWIST1 PRMT1 AUP1 PIK3CG MIR22HG CCAR2 RPP21 ROCK1 POLG PIM1 MYH6 MAGED2 ZFHX3 TAGLN PIAS3 RPS14 RHCE RIPOR2 ST18 PLA2G2F PTCH1 ELN CACNB2 SYVN1 RIMS1 LAMB3 CD68 DYNC1I1 LHX6 BCOR IL1RAPL1 SPOP BMP4 C11orf45 RTCA EN1 SMYD2 DCHS1 NOTCH3 LAMA3 HPCA WBP2NL H3-3B CHRNB2 C5orf38 NYAP1 NRP1 EVX1 GLRA1 MYBPC2 RAB5C ZNF532 MYL6B YBX2 DNAJC11 SNPH SERTAD3 AGPAT4 LAG3 CCNI GSE1 SLC25A4 TMEM255A UFD1 ARHGEF19 ANP32E CACNG6 CSRNP2 CACNG2 ZNF362 SERPINB5 PSD4 SLC26A9 RRM1 SH3KBP1 SGCD KCNH2 NSD1 SEMA4A LEFTY2 CREM FHL3 ZNF366 SUFU ZSCAN20 CDC45 ZNF324B LRRTM3 BCL2 FOXN3 SPEM1 HCLS1 TSHZ1 PPP1R10 ELAVL2 PHF12 DUSP5 DUSP2 CSNK1E ATP6V1E2 NEUROD1 HTRA2 ZNF462 SLC8A3 KCNC1 PDGFB SKIDA1 XPO4 GABRB1 LINC01138 TBP GDNF CBX5 CNOT4 RGL2 GATA1 KMT2E DMXL1 FGFR1OP2 S1PR1 VEGFA SRRM1 SLC4A2 DDOST RBM12 RBMS1 PI4KB HNRNPUL1 LEFTY1 ARID1A WDR81 HNRNPA1 MRPS18B CEP57 STMN1 PTGFRN SMARCA1 STX5 PAFAH2 KCNA1 SIPA1 ONECUT2 CNIH2 TINAGL1 ELK3 WT1 RASAL1 FBXW7 PSMB1 RPL7 ZEB2 PSMB2 TSSK3 ENTPD1 BMF RUNX2 ARHGDIB NFE2 SYT11 SMG1 TEAD1 RHD RPRD2 POLD4 HOXB1 EIF4E DIO3 RNF152 NCKAP5 CPNE1 PRX NXPH4 SOX21 ZSWIM8 UBXN10 TNS2 THADA RNF144B GARNL3 KCNQ5 JADE1 NDUFS4 GTF2A1 ACTR1A SHC1 TPR RHOG KLK14 IGF2BP3 PHC1 FAM76B ARID5A OTX2 SPEF1 MBNL1 LCOR EIF4G2 TARBP2 UBE2Q1 PSD UBE2E4P HOXC13 CHRM1 CTDSPL2 NRGN JMJD1C PPP1R15B ANKRD35 SNX12 INTS13 CKS1B GPRC5D CALD1 IRX2 PMEPA1 GPR3 SKAP1 C1QTNF5 CHD6 TSPAN18 SLAIN1 PIK3R1 CRIM1 NCDN ODR4 UBE4B TSPOAP1 ZNF827 C1orf21 NIBAN1 CADPS GRHL3 KCNN4 RDH10 DACH2 HPX SP3 ARAP3 MEX3C TIAF1 CRK SPTAN1 MEX3B KBTBD12 IGFBP5 YY1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/YY1_Q6 B3GALT6 DZIP1 SEPTIN7 FUZ DOLK EPC1 MAP3K4 GBF1 CLK2 RAB28 GIT2 FOXO3 ADGRL1 LRRC41 DEPTOR RECK GTPBP1 RBM14 RXRB EMSY YY1 STRN4 PTBP1 PRPF38B ATP13A1 UBE2J2 MARK3 RBM15B PIAS3 MNT SERBP1 ZIM2 ZNF41 DYNC1H1 MIOS DENND4A FIZ1 TET2 TMEM187 SCYL3 CACNB2 BOP1 RIMS1 YBX1 PCNT PFN2 GIGYF2 TRA2B HNRNPH3 TCF4 STX10 RPP25L PPP4R3B SZRD1 CELSR3 ZC3H11A PMF1 TAX1BP3 ZNF524 USF1 PYM1 RPS8 DDX6 MORN4 UPF3B CNPY4 ARF1 SMYD5 ALG12 NCOR1 WDR77 ZBTB22 CPEB4 HSF1 MAPT DYNC2I2 ATP5PD TXNDC12 CCNK ZDHHC5 ARMC8 ZC3HC1 ZNF335 ZFP37 SLC26A6 CCND1 ADK ASH1L EIF4A1 RAB5A TOP3A PATZ1 OSBPL11 EXOC6 DUSP26 ECH1 NACA RPRD1A CCDC186 ABHD1 POLR2A KIF15 MPDU1 BCL11A WDR13 ETV1 AP3D1 THAP1 SNAP25 C21orf58 CCNB1IP1 CSNK1A1 FZD8 NASP POGLUT1 MTF2 ELAVL4 SF3A1 KIAA1143 SFPQ RBFOX1 RAB22A ZBTB4 UBA1 ATP5F1A PBX3 BAMBI APBB1 TJAP1 MAEA CRELD2 RBM3 BTRC EIF5 MORF4L2 CNOT3 REXO1 PRKCSH HOXC6 KMT2E RAD21 DDX23 TBC1D14 TIA1 HOXC4 TARDBP RPN1 PUM1 RALA DSCAM RPL35A SMCR8 SNRPN PCIF1 LYPLA2 VAX1 TNKS2 CCDC6 ZBTB40 HIF1A EP300 TIAL1 MGME1 RNF26 MYNN RPRD1B HMGB3 SNX5 N4BP2L2 ENSA ATF1 ARNT PSMB5 NDRG3 BTF3 FKRP ANGPTL5 TUG1 EEF1A1 TAF6 SYT11 CASC3 SNURF SETD3 ATF4 TSC1 PNRC2 SLC25A19 DAP3 IER2 KDM6A FBXL19-AS1 ZZEF1 PTMA PIGL DGCR2 PAGR1 YY1AP1 TRIM8 PCBP4 HMGXB4 UTP4 RABL6 IRAK1 CCDC151 BRCA2 RCC1L UBE2W ZFY ZFX C9orf163 TOMM40L PIGV PRRC2C RIF1 CYB5D2 UQCRH EMC6 ARCN1 NAPEPLD CHFR PPP1R15B SNX13 PREPL PEG3 WIPI2 UBE3A PPP1R12B TRA2A SPCS2 NFYC ATP5MC2 HIC2 TTI1 TMEM69 POU2F1 SLC39A7 CAMKMT TGM5 CCDC174 CHTOP CCDC71L NCDN ADO UBXN11 UBE4B ATP5PB ENOX1 TPGS2 MTFP1 UBIAD1 GGAMTNNNNNTCCY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGAMTNNNNNTCCY_UNKNOWN FHIT TMTC3 PPP2R5B SYT3 MINDY1 ACBD5 CNOT4 HOXD11 FNTB TBC1D17 AAK1 RRAS HIRIP3 DHX30 KMT2D GPD1L FAM122A GTPBP2 MADD CEP290 PA2G4 TIAL1 SIX1 STMN1 GPANK1 BLCAP SPTB ACP6 NTAN1 NAPB CCDC177 DAZAP1 MISP ZNF112 ZNF227 AKT1S1 ZEB2 PRUNE1 UGGT2 RUNX1 ATL2 MON1A TLCD3B INO80E ASXL1 MEA1 EBF2 MTR CACNA1G NUTF2 GRK5 IFTAP TAFA2 RANBP10 PNPLA6 CLSPN CAPN15 FOXA3 ZNF420 TTLL4 FBXL19-AS1 FES MAX HSPH1 PAK3 TMEM115 NFATC2IP NCLN TPR ZNF546 SYMPK CNTN6 PRKCI TLE4 IRF2BP1 POLR1G ZFP28 KLHDC3 UBE2N IPO7 CFL1 TRUB1 SAMD12 TSNAXIP1 ABLIM2 ST3GAL2 SDCCAG8 CA14 HSD3B7 ZSCAN20 DPF1 PCSK2 RPIA FYCO1 BRMS1L FEN1 RNF220 NCDN ADO ODR4 ZFP1 CSNK2B DPYSL5 TMEM258 SF3A1 YWHAE ITPR1 RDH12 MRPL24 SLC16A4 SP2 GSK3A PHF13 RASSF2 NSD3 USP48 UBALD1 ABCC5 CLPB TTF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTF1_Q6 DLC1 CDX2 PGF CDX4 HTN1 ADCY6 GCAT AQP4 BPIFB6 MXI1 ZNF804A SLC35A2 CITED1 PICALM PDHA2 PTBP2 PPTC7 RAB27A MAP2K5 TWIST1 H1-0 DAB2IP STC2 EMSY RCOR2 RREB1 CRTAC1 STRN3 PTPRT DCTN1 CCR9 PRDM8 CAVIN1 MIR9-1HG ROR1 RYR1 EIF2AK3 CD248 BLCAP WDR53 GJC2 HOXA13 TMEM187 MLEC ADCYAP1 HEXIM2 ZNF513 ARX LIF HESX1 ZBTB37 DUSP14 IMPG1 IL17F HOXA10 ADGRB2 LHX6 TCF4 CDC42EP3 FAM167B KLF5 BMP4 COLCA1 BMP2 KLF7 HPCAL1 MAP2K1 HPCAL4 C6orf15 TREX2 CLUH PPFIBP1 ZNF521 PCDH17 KCNK18 DLX1 HEBP2 MAP4 H3-3B SYTL2 ALG12 LZTS2 SLC20A1 ZNF532 ELF4 EZH2 WASF2 PELI3 WBP1 FBXL19 ZNF654 SLC25A3 TRPV6 HHIP CAP1 NABP2 MYC TXNDC12 PHKG1 CLMN ADNP OVOL2 CACNG2 OGFOD1 CLC AMIGO3 TAF15 SERPINB5 ZMYND8 KCNH2 NPPA ATP10B ZNF485 PHYHD1 FBXW4 C15orf32 EPB41L4B CLDN15 PCSK1 LINC00649 GPM6A LRRTM3 WDR13 FOXN3 THBS1 WNT8B C14orf119 BRD2 CYTH3 LRRN2 JARID2 DLGAP4 ELAVL4 AP4S1 FZD7 WNT7B RPS6KA4 BNC2 HERPUD2 GFPT2 DENND2D TUBAL3 CRELD2 FGF17 CDCA7L NTN3 GRIK5 CNOT2 RINT1 TKFC ZIC1 FAM193B HOXC6 WNT3 MYOCD HOXC4 SLC4A2 PITPNC1 ACIN1 SCRT2 PLXNB1 RBKS MFSD5 CDIN1 HOXD8 CD101 KRCC1 HNRNPA0 SNRPA ASB2 SMARCA1 SYT17 SLC38A3 DRD2 CNIH2 MYL1 PTK7 ATN1 TRRAP OBI1 CCNG2 PCDHAC2 RPL10L ELK4 GPR27 C12orf65 NDRG2 NOVA1 TEC TUG1 MAFB UST DMP1 TEAD1 DOCK7 CACNA2D3 FOXP2 CORO1A B3GAT3 EIF4E RSRC1 HOXB5 ZIC4 HOXB6 CPNE1 WDR3 TMEM88 GLI1 C6orf62 BMI1 SPRY4 HIGD1B MAZ C19orf54 ATP8B2 ZP1 NRG2 NKX2-1 IGF2BP3 TRPM3 TENM3-AS1 SOX14 CNTN6 DDB1 ESR1 PIP4K2C FAM83H CDK5 ZFYVE27 CFL2 IGF2R ERN1 CNTN1 RBM26 ABLIM1 PRSS35 GDAP2 IFT43 AKAP9 RAG2 PCDHGC3 TPM2 CCDC107 SCARF1 SRCIN1 STK32C SLC39A9 PSTPIP1 FEZF2 PIK3R3 CHD4 SPACA6 ICA1 FLT1 ERH NCDN CREB1 COL5A3 AQP4-AS1 PRR14L SLC6A7 AK9 SDF2L1 SPEG RSKR BABAM2 CRH CRK OCT_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT_Q6 CDX2 FAM117A CDX4 ARMCX4 ITSN1 TPD52 ADORA1 BTK HOXD11 KIF13A H2BC14 BDNF H2BC12 GAB2 ZFC3H1 EIF1AX FSTL5 RAB26 MAP2K6 TWIST1 SH3GL3 OPA3 RPP21 NSMCE3 CLCA3P CRISP1 ZHX2 TRAF3IP2 PIM2 LRCH4 PRDM1 FCHSD1 IQCB1 PLPPR2 MGAT5B PPP2R3A PFKFB1 ARF6 CSRNP1 EPHB3 SYVN1 STX12 DMD IL25 HOXA10 HNF1B LHX6 PPP2R2B SUGP2 BLNK HPCAL4 UPK3A C2CD5 FOXG1 DLX1 SEMA6C ATP2A2 SFRP2 TMOD2 H3-3B TLL2 CEP41 UQCC2 MAB21L2 TCF12 THAP2 OR10A5 GPR85 ITPRIP DIS3L MYBPC1 TSNAX PTEN H2AC21 H2AC20 SERTAD4 C10orf71 SPIB APOBEC4 VGLL3 CCN1 ATF7IP LYN SUCNR1 MMP1 COL25A1 ZNF362 H2BC21 PATZ1 CSF3 SCML4 H2AC4 H2AC6 CD180 H2AC1 ABTB2 EHF ZSCAN20 STAT4 LINC00649 TMCC1 GPM6A ETV1 ZNF428 H2BC1 H2BC3 H2BC4 TBXAS1 CSRNP3 ARMC6 DLGAP4 PMEL DLG2 GRIA3 FZD2 MID1 ITPR3 FZD4 NRAS SEC22A LRRN1 H2AC12 H2AC14 TP53INP2 DUSP6 THRA FGF14 LMO3 SKIDA1 RANBP3L FGF12 TCEAL1 TOP1 HOXC5 RRAS FBXO24 WNT6 MTUS1 PDE4D FGF20 TRERF1 PTHLH ROGDI ZNF516-DT CADM1 VSNL1 SLITRK6 PRRC2A ASCL3 CES5A PAM TSPAN13 ADORA2A MRAS ADNP2 CXXC4 SRF RCAN1 SESN3 JUND HOXA7 TMSB4XP6 PCYT1B TMSB4XP8 TMSB4XP4 PROKR2 TRAF3 ZNF423 LPL SLC6A15 NEUROG1 FOXP1 FOXP2 SREBF2 SLC25A12 BCO2 SLC25A35 HOXB4 TSC1 HOXB8 PRICKLE2 HOXB6 H3C2 H3C3 EAF2 HDAC9 CADM2 CRYZL1 E2F3 NR6A1 PAX6 PRRX1 CBFA2T2 ARHGAP4 GPC4 TCP11L2 TCERG1L SIAH3 SPTY2D1 ATP8B1 RHOB TSC22D3 NXPH1 EGR2 COL23A1 NRXN3 OTX2 TTI2 PIGT BCORP1 LDB2 TSPYL2 PCDH8 NRXN1 ALK KANSL1L DAPK3 CDK2 LCOR RTTN TAS2R13 CD86 EYA1 HOXC11 NRL AMER1 C12orf57 UBE2S IRX4 VPREB3 NDP LRMDA NFYB GPRC5B CCDC107 ODAPH GPR4 DNAH5 CCDC116 ALDH1A1 SYNPR REL MPPED2 POU2F3 SPRR2B PRDM10 POU3F4 MSI2 CHD6 BRINP3 TAS2R40 CCDC71L CNNM4 SCOC DPYSL3 DPYSL2 ANXA2 SH3BGRL GRHL3 IGSF21 KCNN3 LIPG SP6 MED16 CRACR2B EBF1 NFIA USF_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/USF_Q6_01 STARD13 PDP2 RPL19 HMGN2 PHF20 HNRNPD SYT3 MPV17 DOLK HOXD10 SSR1 HOOK2 BDNF PICALM LIN28A RAPGEF3 BHLHE41 TMED10 CCAR1 MRM1 STC2 C4B KLHL28 PKN1 PRPF38B TAF6L DCTN4 JUP CGN TGIF2 SERBP1 TET2 TRMT2A AKAP12 SFXN2 CSRNP1 ARHGAP45 YBX1 KBTBD2 GLYR1 CCNYL1 HNRNPH3 SLC31A2 AGRP HNRNPH2 GIT1 DNMT3A TCF7 GPR157 ABR CLUH ACACA SMYD4 EN1 WIPI1 FLVCR2 GK KLF4 UTP14C TLL1 FGF5 SCHIP1 LZTS2 SLC26A2 WBP2 ANKRD17 ACAP3 ANKRD12 WASHC4 SPIB WFIKKN2 ATF7IP STX6 CLN3 LTBR ADAM10 ARTN GTF2H1 IGSF22 HNRNPDL PFDN2 GNB2 POGK GADD45G GNAS EPB41L4B RPUSD4 ZKSCAN7 RASSF7 ETV1 PER1 AATF KCNE4 SPNS1 SGK1 ILF3 NRAS RAB31 GLA MRPL27 LMNTD2 C12orf66 RNF115 GYG1 NEUROD2 NEUROD1 DCAF11 HPGD DUSP7 WDR20 NR5A1 VLDLR STT3B GNA13 SEPTIN3 FGF14 IER5L NTN3 EIF5A IQGAP2 TRMO RGL2 CNOT4 TRIM46 SLC16A1 MFHAS1 BATF2 ELOVL3 HOXC5 EIF3B MCOLN1 KAT6A IRS4 SLC25A33 SOCS5 WEE1 ZBTB40 HIF1A TFAP2C STMN1 HSPA9 EEF1B2 TFAP4 DIAPH1 ADNP2 TMEM132E COPS7A ELK1 C1orf43 HOXA1 HOXA3 NPM1 HOXA7 RLIM PCDHA10 HOXA9 TMEM47 PCED1A EWSR1 ATXN7L1 LRRN4CL TADA1 DCAF13 ARMT1 BATF3 LAMP1 EIF4E HOXB7 HOXB6 SYT13 CREBRF KCTD15 ZNF318 WDR1 ATP7B TMEM108 ABHD17B HPS5 HEXA UBXN10 RHOQ VGF RPS2 PTMA LSR MAX GTF2A1 TCP11L2 HMOX1 SLC1A7 SNTB2 RANBP1 TOGARAM1 VPS16 NCKIPSD USPL1 IGF2BP1 SLC43A1 APLN NDUFS1 MKS1 NFX1 EFTUD2 RAMP2 ZFX RAB3IL1 ATP6V1H KRTCAP2 UBE2B ARL3 EIF4G1 HOXC12 FAM13B HOXC11 PANK3 CUTA IPO7 IGF2R COMMD3 SC5D MINK1 PPM1A NR3C2 EGLN2 TAC1 CDH1 TMEM150A TRIB1 SNN SRCIN1 NPTX1 HRH3 ILF3-DT LONRF3 APEX1 CHD4 KAT14 METAP1D SIRT1 VPS37B RNF44 BAX DRICH1 DYM HIF1_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/HIF1_Q3 MEF2C C11orf71 CCDC126 LDHA AARSD1 LTBP1 HMGN2 PDP2 ATP1B3 SNCB SLC26A10 CITED2 IRF2BPL SRSF6 RUNDC1 SRSF5 LMF2 BHLHE41 PRMT1 PTPRF RCOR2 LIG1 GRIN2A TSKU POLA1 SRSF1 BCL2L11 GOLT1B PGM3 SCYL1 NAV2 FCHSD2 ZZZ3 AGAP1 STC1 RAB10 ST6GAL1 TET2 PPT2 EPHB3 SORCS3 TBC1D8B YBX1 ZBTB37 PPP1R3C GYS1 LHX5 GCSH TXLNG PABPC1 SPOP ESRRA NRBF2 MACO1 CLUH EN1 DDX4 USF2 GBE1 RNF5 PPRC1 RWDD2A UQCC2 BMP6 TLL1 FGF6 PIK3IP1 ERLIN1 PTEN TBC1D20 NR2F2 JPH1 GOLGA4 AGPAT1 HYAL2 TLNRD1 MICAL2 DERL3 KLHDC3 BNIP2 CCND2 ADK PATZ1 RUVBL2 ZBTB10 IKZF2 ABI2 GPM6B EPB41L4B CEP85 NR1D1 FAM214B BCL2 BCL11B BCL11A LRRTM1 USP37 CNOT9 BCL6 SHISA6 PDK3 PHF12 NPR3 POLR3E DOT1L TFRC RPL22 C12orf66 JADE2 UBA1 LRP8 PGK1 PES1 DUSP7 SLC6A1 PDGFB C17orf102 FGF17 DERL1 FGF11 FGF10 RBM7 FAM114A1 ZIC2 PRKAR2A KMT2E NANS VEGFA EED ELOVL6 ITCH DSCAM YEATS2 SCAMP2 HNRNPUL1 ARNTL DDIT4 TRIM33 EMC1 C17orf58 TIAL1 ASB3 MGME1 STMN1 XRN2 SNX5 REV1 TMEM132E COPZ1 SOX2 DSCAML1 RTRAF G6PC3 ENTPD7 TSSK3 HOXA7 MID1IP1 TEF ERO1A ZNF800 HBEGF RFX5 AK3 RAB33A NRF1 MEA1 CREBRF TMEM88 KCTD15 MYLK CNPY3 E2F3 CLSTN3 UBXN10 PRDX4 RUNX1T1 MRTO4 KLHL35 MAX JADE1 TRIM3 HMGXB4 MGLL IGF2BP1 NFIL3 ERLEC1 IGF2BP3 NXPH1 RAMP2 SOX14 P3H3 COX4I2 KTN1 LRP2BP IRF2BP1 HMGA1 EIF4G1 NCAPH2 RECQL PPM1E EML1 CA9 PSD KDM3A PSME3 SNX12 ZBTB47 NUP98 ING3 KLF11 SLC37A4 FKBP3 PRDM13 ALDH1A2 NTMT1 AP3M1 ENO1 KDM4B ZSWIM9 INSM1 ERF BMT2 TMTC1 SLC12A4 SLC12A5 SRFBP1 ZNF827 QRICH1 RGS16 AMPD2 XPNPEP1 UTP18 ZNF771 HIF3A TRPC4AP MPL MYC_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYC_Q2 LDHA HMGN2 B3GALT6 NIT1 HNRNPF RUSC1 RORC SYT6 SLC26A10 TGFB2 CBX5 TRIM46 ZFP91 EBNA1BP2 SLC16A1 BATF2 LIN28A APOA5 ILK IL15RA TFB2M PITX3 BHLHE41 CFAP57 CNST PLEKHA6 ZNF593 PTPRF RCOR2 TSKU C2CD2L SLC25A33 NR0B2 TAF6L YBX3 WEE1 CCDC6 HNRNPA1 PA2G4 MACROD1 SCYL1 CGN EMC1 TIAL1 FCHSD2 ZZZ3 TESK2 SERBP1 STMN1 DNTTIP2 FXYD2 ADSS2 PFKFB3 PABPC4 COPS7A SFXN2 AGMAT TAGLN2 FXYD6 ATP6V0B RRAGC YBX1 TMEM86A TSSK3 HNRNPH3 POLR3A LHX9 TDRD1 NUDC NKX2-3 RHEBL1 GPD1 ESRRA KMT2A B4GALT2 EPB41 RFX5 HPCAL4 AK3 SLC6A15 AK2 ALDH18A1 DCHS1 EIF4B BATF3 PLA2G4A HPCA FABP3 PPRC1 H3-3A CIART WDR77 NID1 EEF1AKNMT FGF6 CDC14A HPS5 ERLIN1 UBXN10 UVRAG EIF3A PAX6 MRTO4 ATAD3A ATAD3B ACAP3 ARHGAP20 UBR4 SLC1A7 ALX4 USP15 FOSL1 SLC43A1 TXNDC12 CCER1 ATF7IP NRIP3 MAEL LTBR CTBP2 MICAL2 RAB3IL1 FOXJ3 KRTCAP2 ALDH3B1 ARL3 GTF2H1 IGSF22 TSPAN4 PFDN2 HOXC12 HOXC11 POGK IPO7 HOXC13 CHRM1 ADK CFL1 PSEN2 ATXN7L2 COMMD3 FKBP11 REXO2 SC5D CTSF CACUL1 CA14 POLR2L USP2 TIMM10 COL2A1 RPUSD4 IVNS1ABP ESYT1 MYCL CSDE1 ERCC6 UBXN1 AP3M1 RRP8 RTN4RL2 BCL9L POU3F1 NAT10 CHD4 PLBD1 FOXD3 VWA2 SHMT2 B3GALT2 IPO13 ATP5PB FADS3 LMX1A AMPD2 SIRT1 CNNM1 RLF NRAS RPL22 C12orf66 LRP8 UBIAD1 PTGES3 OPRD1 E2F8 ZMYM6 AP2_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP2_Q3 MRPL40 HIRA H1-10 DCAF1 SYT7 INO80D MAP3K6 EPC1 FLI1 FOXO3 CDH24 STAG2 H1-0 WNT10A POLH CRTAC1 EMX2 RAP1GDS1 FAM155B VEGFB PPP1CA LRRC29 MNT ZNF385A WFDC3 CDK5R1 ZC3H10 FOXO1 SFXN2 RIMS1 EPHB1 RAB7A MOV10 ATG9A MYO15A GORASP2 LHX2 LHX4 LHX6 ST3GAL5 PABPC1 ZNF70 PLAGL2 SPOP TCF7 ESRRA CBLN4 PAIP2 XRCC6 UBE2L3 FXR2 USF1 GAS7 PORCN EPHA3 TBC1D10B HEBP2 HEBP1 RGS8 MARCKSL1 FGF8 ABCF2 SPAST ZBTB22 ELF4 P4HA1 MAPT FBXL14 COL11A2 SF1 CTSA CSRNP2 ARTN CACNG2 ZNF335 MYCN GRM3 RPL41 TENT5B EIF4A1 OGA PATZ1 C1QL2 CHSY1 CLOCK MECOM ZBTB7A FAM89B CBLL1 ABHD1 CDK16 BCL11B SPATA6 ACSL3 ETV4 GPBP1 RNF220 MAT2A TBX3 NLGN3 ETF1 ASIC2 RPS6KA3 RPS6KA4 ANKZF1 EML3 UBTF STAB1 RAB35 YWHAQ CHN2 CCDC136 PDGFB AMMECR1L XPO5 C17orf102 IER5L GRIK3 UNC50 RASGEF1A CNP ZIC1 TGFB1 IL11 CAND1 WNT1 WNT3 DNAJC7 CTDSP1 RRAS PITPNC1 SLC4A1 KAT7 SLC4A3 ZNF576 SH3BP5L LBX1 KCND1 PCIF1 RELB IRS1 ST6GALNAC5 MIB1 TRIM33 GABBR2 DSP DNTTIP1 TFAP2C NEURL2 SLITRK5 FGD1 HDLBP PLXNC1 CAMTA2 PBRM1 TMEM208 KCNA1 TMEM132E SOX2 SPINK5 KCNA6 CXXC5 LLGL2 RASAL2 PDE6D BORCS5 ADRA2C SSX2IP SLC30A3 HECTD1 PHACTR3 GABRA4 MAFB KCNB2 ADAM23 SMG1 VPS26B POLD4 NRF1 SALL1 CACNA1G NCAPD3 C6orf62 TLN1 NXPH4 FOSL2 E2F4 CTCF KLF10 JADE1 PLCB3 BARX1 HEY1 SLC35D1 PAX7 PSMD1 MGLL POU4F2 POU4F1 LRRC36 NKX2-1 EBAG9 CCDC9B LIMK2 DDB1 SOX12 CDK9 SLC7A10 UBE2B PIGO PURB C6orf89 PURA ARL3 LCOR HOXC10 EIF4G2 FAM53C PPM1E PPME1 NCOA6 TRIM24 CPSF4 PTCHD1 TSPAN7 NKIRAS2 ROM1 NR3C1 GPRC5B PRDM16 APLP1 HIC1 IGF1R RGMA DNAI1 MAP3K3 FAM76A NFAT5 MSI1 FAM78A CHD4 MAF SPACA6 ERF CALHM2 WDTC1 MIR17HG CREB3 SLC12A4 UBL3 ACTL6B CNNM1 KCNN2 POFUT1 MEX3B CREB_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB_Q3 ALS2 CRHBP HTN1 RAB1A ISG20 HOXD11 SRSF6 PSKH1 VPS4B RAB25 TLK1 LMF2 PITX2 TFPT ANKS1B MECR OXNAD1 RAP1GDS1 MYH7 PPARGC1A DEPDC4 DCTN1 MZT2B JUP SPAG9 RBM15B RFC1 CORO6 RBP5 ERBB4 CMSS1 CWC25 ESM1 SMPD4 ARIH1 ATP6V0E1 ZC3H18 RIPOR1 ZGRF1 TRPC1 GPR155 RECQL5 OARD1 FDXR ESRRG YTHDC2 CSRP2 NTRK3 NOLC1 PKP4 GRK6 DHX40 BTBD11 NOL10 ELF5 MITF TRMT10A NFKB2 KLHL18 EFHD1 H2AC21 PHF21A AP2B1 H2AC20 SERTAD3 SLC25A3 WFIKKN2 H2BU1 USP14 PRPF31 ABCE1 POGZ ICAM5 GZMB GTF2H1 SH2D2A CCND1 H2BC21 CCND2 XPR1 RRM1 DENND5A THOC1 MAP3K11 COL3A1 STX4 NUFIP1 ZNF687 DXO CCDC140 LIN54 DGKG FCF1 BCL11A USP36 ETV5 DNM3 SHISA6 ZMYM4 TBX2 IFT52 C1orf74 MAPK10 SNF8 STAT3 ARL8A BRMS1 DUSP1 ICE2 ORAI3 JADE2 NUBPL KPTN USP48 C4orf33 SAP30BP HNRNPAB FGF14 AP1G1 TGFB3 EIF5A NPAS4 JAG1 MBIP CBX8 RALGAPA1P1 TBC1D15 TMEM39A PACSIN3 CDKN2C HOXC4 SPRED2 DNAJC7 MED15 ZNF576 POU2AF1 ZNF593 LRP1B NRDC RBKS ZNF2 NCAM1 HSPB6 IWS1 PRRC2A TRIM27 TNFAIP1 SLC38A4 MAPKAPK5-AS1 MAPKAPK5 ANAPC10 AFF4 FBXW9 GPALPP1 MEIS2 PELP1 RPL9 PPP4R3A JUND PSMB2 SLC30A5 LIAS HSPE1 STK19 PARD6A IFT20 PHACTR3 NIN RFX5 SYT11 SYT12 COX8A RNPS1 ANKH SHANK2 SREBF2 HOXB3 CDKN1B PRICKLE1 DIO2 DIO3 HOXB5 HOXB6 CACNA1G CPNE1 HSPD1 ZFAND2B TMEM183A ARID4A HPS5 CLSTN3 DPH3 ARID4B PAX3 PROSER3 ACOX3 RPS3 CDC42 JADE1 SPRY2 HMOX1 PAX7 ATP8B2 H2AW E4F1 PAK1 TPR SEC24D NOL4 GSC RING1 PIP4K2A MBNL2 COQ7 UBE2B NCAPH2 HOXC10 DNAJC27 PRRC2C HOXC11 ACVR2A KLHL12 JMJD1C GPAM NKIRAS2 IRX4 SMARCAD1 ING4 CTNND2 KIF9 C1QTNF7 TMEM33 PRDM10 PLCD3 CHD2 GGPS1 SCLT1 NAT10 GTF3C2 EHD4 ADO ODR4 NUP155 AP000708.1 VPS37B CELF6 PHLPP1 RNF44 AREL1 SCFD2 BABAM2 EBF1 NARS2 CRK FEZ1 PIT1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/PIT1_Q6 ATP1B1 NOG SCN3A VKORC1L1 RORA INO80D CITED2 SRSF7 BDNF GAB2 FAP SEMA7A EIF2B3 ADGRL1 PITX2 TWIST1 NSMCE3 BRAF ANKS1B PMCH C20orf204 ZFHX3 FAM53B PRDM8 PCF11 BAZ1A SPAG5 SMPX IBSP TDRD5 MUSK TCEAL8 ANKRD46 IL25 UBE2Z LHX6 PPP2R2B IL1RAPL1 UBE2K PLAG1 ST13P4 OSBPL7 ESRRG ZNF521 EN2 DCHS1 PCDH18 FXR1 EPHA7 RGS1 ELOA2 ARHGAP44 R3HDM2 PRR34 MARCKS TMCC2 SOBP NRP1 FGF7 ZNF385B FGF9 MYBPC1 CPEB4 PGAP3 CCDC33 PMCHL1 WBP1 GPX1 CCDC91 ZNF654 SERTAD4 TAS2R7 SEMA3A HHIP VGLL3 INPPL1 TENT4B CACNG2 MXD4 INHBA CCND1 EIF4A1 USP25 ZBTB9 SLC39A13 XKRX EHF NPR3 ZDHHC23 BCL11A GBX2 DAZL ETV5 WNT8B FOXD3 SKA2 GDI1 CSRNP3 NLK PPP1R10 ELAVL2 MTF2 MID1 ELAVL4 ASIC2 C12orf50 JADE3 JADE2 CHN2 PTCH2 NEUROD6 C1orf122 HTR2C DUSP6 ASPN CAST SLITRK2 THRA MAP3K20 CCIN AP1G2 SLC7A8 MANF CASK RIPK4 FGF13 RBFOX2 HOXC6 OLIG3 LGI2 ZKSCAN4 TENM1 CARTPT MIR137HG DSCAM PI4KA IGSF9B RNF213 KIAA0825 JUNB RELCH CDIN1 SLITRK1 MRPS18B CADM1 HOXD3 TMTC2 VAMP3 CCDC8 ADAMTSL1 FGFR3 MYL1 NSG2 SOX4 CSMD3 RRAGA MEIS1 CACNA1C HOXA2 HOXA3 MEIS2 PRR11 HOXA4 CSAD NPM3 HOXA9 ENTPD1 RHEBL1 MAFF PHACTR3 MRPS23 NEUROG1 TEAD1 DOCK7 FOXP2 HOXB3 HOXB8 ITGA8 SALL1 HOXB5 HOXB6 HIVEP1 HOXB9 OPCML TSHZ2 PAX6 PAX2 KRTAP13-1 SGK3 SIAH3 PSMD1 YRDC LRRFIP2 PPP1R14C PRL FAM50A DLG2 CNTNAP4 TENM3-AS1 CNTN6 OTX2 SOX12 PCDHGB7 LDB2 MBNL2 PURA EYA1 STXBP5 KLHL13 C12orf57 ACVR1 TBC1D21 RTN4RL1 PRSS35 USP9X NANOS1 TSHB TPM1 NGLY1 KRT9 C1QTNF6 MPPED2 POU3F4 CHD2 POU2F1 ERG HPN GNAO1 COL13A1 CEP120 TMTC1 BEND4 DRG1 AP000708.1 TP63 DCDC1 RSKR ID3 FEZ1 E2F_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_Q2 ATP1B1 MPZL1 HMGN2 AGO1 ZBTB48 PPP2R5A GRIK3 MAGI3 EFNA3 CAPZA1 HNRNPR RASGEF1A PRPF38A DNAJB12 SYT6 HLX ADGRL2 DAB1 GATA3 PUM1 SRRM1 PRKACB GNG4 EIF2B3 NEGR1 DDAH1 NSUN6 LRRC41 KCND3 USP1 PMEL ZNF503 YTHDF2 ORC1 SNRNP40 CCDC6 TRIM33 HTR7 VAMP3 STMN1 SERBP1 APH1A PDIK1L TLCD4 PABPC4 TINAGL1 MAPKAPK2 C1orf43 LAMTOR2 EPHB2 RRAGC TAL1 PKN2 HECTD2 ADGRB2 FBXO44 PHYHIPL SZRD1 MACO1 B4GALT2 RABIF FBXO2 AK3 CELSR2 CSRP1 VDAC2 USF1 SUV39H2 FAM13C ST7L PLK3 FAM43B RNF2 NTRK1 RNF207 HPCA DDX50 NBPF11 RGS7 PCGF5 SLC25A16 SCMH1 MARCKSL1 DAP3 BMI1 PUSL1 CDC14A GPR161 CLSTN1 CMPK1 ZCCHC17 ARHGAP12 COP1 CDC42 RNF19B KCNQ4 YY1AP1 PPM1J ZFYVE9 UBQLN4 AKR7L CAP1 TPR CCN1 DHCR24 ZNF644 ZNF281 CSGALNACT2 RBBP4 POGZ TFAP2E KIF17 PLD5 PTF1A ANP32E PIP4K2A ADIPOR1 IPO9 KANK4 CTNNBIP1 SLC4A2 PIGV MAST2 ZBTB8OS KIF1B ZNF362 HIPK1 H6PD GNB1 UQCRH MED8 ATXN7L2 LCK COMMD3 CNTN2 SORT1 WNT9A UROD ATPAF1 SDCCAG8 PPP1R12B RCC2 CDC73 RSBN1 PRDM16 ZNF32 TPM3 MYCL ARHGEF10L CSDE1 FAM76A POU2F1 MYCBP MPC2 WAC POU3F1 GFI1 PIK3R3 SFT2D2 FOXD3 TXNIP ZMYM4 NCDN ADO SNX27 COL13A1 ODR4 UBE4B C1orf21 SMAP2 NIBAN1 LMX1A MAN1C1 RLF SZT2 DR1 SFPQ LRP8 USP48 VPS26A E2A_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2A_Q2 KCNE5 IGF2-AS MASP1 PDLIM4 GCAT POLR3GL SYT6 MYLIP ITSN2 CITED2 CYRIA GAB2 VPS13A RAPGEF4 TLK2 PITX3 BCL7A H1-0 MIR22HG ZNF706 CRYAB MDGA1 NOL4L CYP26A1 TMED9 PRPF38B C1QA PRDM8 JUP TMEM185A LAMC2 SERBP1 EFNA4 ESCO1 PABPC5 KCNJ2 OTOS TAB2 MUSK MACF1 INTS9 DMD ADGRB2 PPP2R2B NKX2-5 SPOP C9orf24 ASXL2 DEGS2 EPHA2 TNNI2 MLLT11 NKAIN2 DLX2 LAMA4 NOTCH1 ATP2A2 RAPSN UNC45B JAZF1 TMOD4 CHRND CHRNB1 ALG10 GK FGF8 LZTS2 EVX1 CPEB3 ZNF532 ZNF326 TRPV3 SPI1 FITM1 KCNIP2 GOLGA4 FBXL17 KCNMA1 ARHGEF2 ACTA1 GSE1 JPT1 ARRDC3 DIDO1 CLC SLIT2 COQ10A MMP11 CKM GADD45G GNAS GUCY1B1 CDC42SE1 KCNH5 KCNIP3 BPTF USP2 STX4 IKZF2 FAM89B DGKA MYCLP1 CYLD FNDC5 MARCHF8 PEG10 DGKD SPATC1L ARMCX2 EIF4ENIF1 GPBP1 IGF1 IGF2 ANKHD1 ELAVL3 ELAVL4 MID1 RPL28 GJB1 JADE3 LRP6 DGKZ PTPA KCP TUBA4A APBB2 WDR20 TUBA4B CAST SEPTIN3 PDGFB GRIK3 ANKRD2 FGF11 ANKRD1 MKRN3 USP32P2 PSIP1 LGI3 ATOH7 DSCAM PLEKHA6 LBX1 RNF213 JSRP1 ANKHD1-EIF4EBP3 WDR81 RTL9 ARHGAP36 CBLN1 MACROD1 LARGE2 KLHL23 CADM1 HSPB2 COL1A1 TRIM39 USB1 NETO2 CELA3A TCEAL7 CELA3B GRB2 PTK7 NSG2 CCDC85B VDR USO1 SFTPC ZNF800 SLC30A3 SKIL NADK2 RUNX1 SH3TC1 GABRQ ANKRD13B PHACTR3 FSCN2 GRIN1 CRAT ITGA6 MARCHF5 LMTK2 GARRE1 TMEM165 DNAJB5 NDST4 MAST1 CBFA2T3 PAX2 KCNQ4 GGNBP2 POU4F3 LRRC36 LOXL4 POU4F1 GPR162 NRG2 IMPDH1 PLCB2 MAMSTR LDB3 ARL5B HMGA1 EIF4G2 EYA4 DHRS3 PSD CA7 ESRP2 CFL1 TBCC CNTN2 RBM26 KBTBD8 FHOD1 EPN2 CAMK1D ACVR1 LINC00472 IRX5 CAMK2G SPCS2 ARPP19 GHDC GPRC5B TPPP3 DCT SH3GLB2 ENO3 RTN4RL2 FEZF2 NFATC4 SLC39A5 RNF121 SCN5A SELPLG CHD5 CHD4 HRC SPACA6 WDTC1 AHI1 LARS2 AMPD2 WNT2B PPP1R9B NAT8L SLC17A3 HMBOX1 C11orf87 SH3BP1 GGARNTKYCCA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGARNTKYCCA_UNKNOWN XPO1 PIK3IP1 LINC00310 ATP1B3 CGB2 NELL2 MITF RORC RASGEF1A CGB7 TNFSF18 FERD3L DDX17 SRPX PTGES MAP3K8 VEGFA OGT CCN1 SCRT2 SCAMP1 RAMP2 SOCS2 MRPS6 ZNF503 GJD2 MANEAL CLTRN SPAG9 CD86 PPM1D MSX1 CEMIP IFNB1 CHPF COL1A2 AP5B1 PELO MRPL45 CEND1 FXYD2 MED1 CLDN17 PPFIA3 CPLX2 MAP4K2 CSMD3 STIP1 ST8SIA1 UBR5 NPDC1 GPM6A DNAJA1 C19orf73 SKIL TTLL11 EGF ETV4 HCN1 GABRE GPR158 KLK9 GPR119 CAPN9 DLGAP4 NIM1K ITGA1 HSPG2 SKI ABRAXAS2 NTRK3 MEF2D HOXB4 SLC6A9 RAB37 TMEM37 NEUROD4 PHF6 DNAJB5 NFIB LEF1_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/LEF1_Q2 S100A3 RABGAP1L HNRNPR LEMD1 ADGRL2 GAB2 GBF1 LIN28A PHTF1 GNG3 CD247 TSPAN2 PTPRJ INA YARS1 RCOR2 BARHL2 TSKU CYP2E1 FRA10AC1 PROX1 DCLRE1B NAV1 ZBTB18 CGN NAV2 MYOF TACSTD2 MIR9-1HG HSD11B1 PRDM2 EFNA4 ADD3 NIPAL3 NEK7 CASZ1 RALGPS2 ZBTB41 DUSP10 SORCS1 CACNB2 GRK2 SFXN2 ASB13 NECTIN4 MOV10 PRUNE1 KBTBD4 A1CF ADGRB2 LHX4 UAP1 ESRRG SMYD2 ZC3H11A KLHDC8A ARMH3 KCNK18 DCHS1 EPHA2 KRT8P41 PLA2G4A KCNQ1DN MTFR1L GRK5 TLL2 SYTL1 THAP12 RERE OR10A5 ZNF488 TSG101 ELF5 BSCL2 RIMKLA PHF21A MMP21 ZFYVE9 TMEM59 CAP1 COL11A1 DHCR24 CDK1 SLC22A8 CD160 BSND SEMA4G RRM1 SLC26A9 AP5B1 TCEANC2 WNT9A ADAM12 GADD45A NPPA CRYBG2 FAM110D FBXW4 CREM MYCL CYB561D1 SORBS1 LRRTM3 PGAP2 SERPINC1 WNT8B ACSL5 TMEM9 DLG2 GOLPH3L TMEM51 ELAVL4 FGGY DKK1 RAB30 CNTF TMEM51-AS1 SLC16A9 SDHC GFRA1 NHLH2 LRP8 DPYD PTCH2 AP4B1 UBE2U FGF19 LMO1 NDC1 SKIDA1 IL19 IQGAP3 PCNX2 MINDY1 RGL1 ELOVL1 EIF4EBP2 ANK3 SLC25A28 RET SCAMP3 SCUBE2 ARID1A VAX1 IL20 TRIM33 TIAL1 STX5 CFHR5 AHNAK TARS2 GLUD1 SIPA1 UBAP2L SOX6 ARNT RASAL2 CEPT1 KLHDC7A ENTPD7 OVOL1 CNR2 RNF11 DYRK3 UBE2D1 RUNX3 CEP350 PTPN7 TMSB4XP1 CUBN NEUROG3 UCP2 SYT13 AHCYL1 PCGF5 HABP2 BMI1 SGIP1 IRAG1 PRRX1 PAX6 DDR2 RNF19B SH2D4B TCERG1L ACTR1A PAK1 SV2A NDUFS3 SLC43A3 PDPN NDUFC2 AAMDC NEXN ARL3 MFN2 EIF4G2 DGAT2 PANK1 ATXN7L2 SMG7 LCOR SPOCK2 LRMDA TIMM10 CLCNKA LYSMD1 CTNND1 TCF7L2 RPA2 MPPED2 DPH5 TDRD10 SCNM1 HMCN1 MPZ TRMT1L NCDN SWT1 COL13A1 MFSD14A UBE4B EDEM3 RSF1 AMPD3 SLC6A9 SLC17A6 PDC NARS2 RCN1 NSL1 NF1_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NF1_Q6_01 HMGN2 MSTN SLC9A5 PGF STAT5B SYT8 H1-10 POSTN BBOX1 CITED2 B2M CHMP2B REG3G RAPGEF5 TLK2 RARB AL162293.1 FAM71F1 H1-0 MIR22HG YARS1 KATNAL2 EFNB1 SLC35G2 MYLK2 LRRC59 CYP1A2 TANK JUP NAV2 ZNF436-AS1 ZNF384 TGIF2 ZNF768 DNAH11 SLC2A12 RALGPS2 CLCN2 LINC00474 ENPP1 ALDOC RBP2 DUSP10 CACNB1 NFKBIA CSRNP1 EPHB2 YBX1 MOV10 LAMB2 DUSP14 CLEC3A NR1H3 HIP1 GPD1 MGAT4A GPR158 KLF13 SMAD6 TREX2 MCAM LGALS9 DLX3 MORN4 FBLIM1 SFRP2 C10orf82 JAZF1 SYTL2 H3-3B SOBP BMP6 JPH4 SLC15A2 ZNF710 EIF2A SPINK5 GJA3 TYR SLC24A4 ZNF148 SMTNL2 ANP32A COL11A2 JPH1 VCPKMT FGF4 TMEM35A FBXL20 OVOL2 SOAT1 ANKRD28 SYT9 PTGDS SLC26A7 XPR1 SEMA4C ORMDL3 KCNH2 SERP1 POLR2H EXOC6 NACA CLDN10 CIPC ZNF687 MYCL CSDE1 CCDC140 PPP2CA LRRTM1 RUSC1-AS1 HBP1 DDIT4L TLX3 BCL9 LMNA PDZRN4 NTNG2 NLGN3 MID1 STAT3 ZCCHC3 RAB30 STON1-GTF2A1L ZBTB5 VPS37A C4orf33 FAM193A CDH10 BCAR3 ASPN MTSS1 RETNLB SIK1 JDP2 TMEM192 STK36 FGF11 RPE65 RBFOX2 CNOT7 FAM193B KLHL2 STARD3 EIF4EBP3 TRIM46 KMT2E PROP1 SLC2A4 AAK1 RRAS LOX WDPCP IRS4 NCALD SCUBE2 STMN4 TRERF1 ST6GALNAC5 WDR81 COPG2 IGSF8 MAP4K5 EP300 GABBR2 RNF25 SMARCA1 SLITRK6 CROT ZNF436 TXLNGY EXTL3 ADAMTSL1 SOX2 MDGA2 SOX4 NOSTRIN PAG1 PRSS36 AFF4 SESN3 SLCO2A1 CACNA1C UBE2D3 TP53TG1 KLHDC7A ITGB8 HOXA6 TEK RUNX1 TUG1 CACNA2D1 SETD7 REM2 ATF4 GCM1 NCKAP5 GLS EBF2 SALL1 HOXB5 ZIC5 DNAJB4 RHOJ GPR173 ABHD17B ZSWIM8 RHOQ STON2 GSX1 PAX3 LGR6 PTMA CBFA2T2 VWA1 SPRY1 NUDCD1 PTH1R SV2A KIRREL2 MRTFA LOXL1 NDUFS2 APLN CFI ATP8B3 C9orf85 NOL4 NRXN2 CNTNAP4 SULT2A1 MPP2 SOX14 KLHDC8B MBNL2 MBNL1 ALK KRTCAP2 CD82 ATP6V1A EIF4G2 PPM1D CHGA HIPK1 ARCN1 SEZ6L2 PATL1 SAMD12 FHOD1 ACVR1 WNT16 PCDHGC3 PIPOX DCT CYP26B1 RASGRP2 SCLT1 KRT4 VEGFD NFATC3 BAHD1 NAA50 NOX3 TMEM229B IL2RA B3GALT2 GDPD2 TSLP ARL4D TMEM126B SP7 LPCAT3 MGST1 NFIA RNF41 EGR_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/EGR_Q6 KIFC2 STARD13 CGB3 CDX1 AGO1 SLC9A5 ADCY8 VKORC1L1 WDR44 SLC9A3 SYT6 HNRNPL IRF2BPL MAP3K7 FSTL5 ILK TOX2 RAB26 CYHR1 NAA35 INA MIR22HG OSBP2 EFNB3 CRYAB ZHX2 C2CD2L HCFC1R1 TGIF1 BCL2L11 PPARGC1B VWA3B PIAS3 FCHSD2 MNT TGIF2 FCHSD1 TGFB1I1 HAS3 ADAMTS3 ADSS2 PTCH1 RAD23A CALR CALU HEXIM2 ACE GAD1 NTHL1 NKX2-2 BMP4 UNC119 PDZD8 KLF13 CELSR3 PCDH17 DDX6 DLX3 PPRC1 NACC1 C5orf38 LHB KCNAB3 MARCHF10 XIRP1 AP3S1 KCNJ10 ISG20L2 CAMKV ANKRD13A TENT5C NR2F2 IL13RA1 SIK2 USP15 SERTAD1 ERGIC3 TXNDC12 ZFP36 AR HYAL2 ICAM5 ANP32E MMP1 PDE10A CHRDL1 NCS1 SH3KBP1 RAPGEFL1 KCNH3 KCNH5 REPS2 HK2 ABI2 ABHD1 NETO1 ZFP36L1 PCSK2 CYLD GPHN GBX2 PPP3CB PPP3CA ING2 BRD2 TRAPPC12 NLK DLGAP4 SAMD10 PHF12 POLR3E YWHAG UBTF MACROD2 JADE2 NSD3 NEUROD2 VLDLR NR5A1 SLC22A17 PDGFB CGB5 LMO3 MORF4L2 CBX4 NTN3 RASGEF1A CGB8 CGB7 PARP6 NPAS4 EIPR1 RGL1 CAND1 CLIP2 PGRMC2 SELENOF EED OLIG1 UNC5C ZNF575 PITPNA MTA2 RELB LYPLA2 NRDC YTHDF2 VAX1 SIX4 IL21 NUMBL WDR81 HHEX CBLN1 KRCC1 DLL4 ZMYM2 HSPB2 ASB1 SMARCA5 RNF24 TFAP2C VAMP2 SLITRK5 SPTB ZNF703 PACS1 GRB2 DIAPH1 TNFRSF12A TLCD4 SIPA1 FBRS CXXC5 ARPC5 LMAN1 RASAL2 PPP1R16B HOXA3 ITGB8 MID1IP1 RNF10 HCN4 TRAF4 ATG12 TUG1 HID1 DENND2C EFEMP2 UST KCNB1 TRIR AK5 ABCB6 CORO1C SLC25A12 HOXB8 TSC2 CACNA1D CACNA1A FBXO36 DNAJB5 CACNA1B PRX KDM6A PRPF6 CTCF KLF10 PTMA FEV ACER3 KCNQ5 CRTC2 ORC4 MGLL GPR162 TNIP2 IGF2BP1 KPNB1 RHOG EGR1 GABRG2 ARL1 EGR2 PLD5 STXBP2 PRPF3 HMGA1 EML5 EYA4 PPM1D PSD UBE2M CDK2AP1 NRK PTCHD1 PTMS ZNF414 MATR3 UBE3A IRX2 NFYC NUAK1 CDC73 CDH2 SEC63 APLP2 TPM4 HIC1 SRCIN1 COL27A1 RRP8 PRDM10 MSI1 HSPA4 NEFL SLC39A3 INSM1 ERF CNNM4 MIR17HG AKIRIN2 MAP1A C1orf21 QRICH1 CELF4 THOC6 CLPTM1 PPP1R9B RNF44 OSTC NAT8L SP1 CCDC102A SPEG TPGS2 KCNN2 SP4 DET1 RRNAD1 PAX_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX_Q6 MRPL40 A2M CDK14 HIRA LUZP1 AMOTL1 WT1-AS BDNF NUDT16L2P KANSL3 TIGD3 PDHA2 MAP2K6 WWOX CHRNA2 TWIST1 GTPBP1 MIR22HG RBM14 EMX2 NKX2-8 SERPING1 HNF4G MIDEAS PPARGC1B CD274 BTF3P11 MYO18B ATP2C1 INO80 ZNF436-AS1 PRDM1 GRAP2 MCTS1 WFDC3 BCL2L2 SFXN2 INTS10 CD74 TAL1 TBXT MUSK SPATS2 CLEC4D ANKRD40CL TSEN54 AMD1 SZRD1 OSBPL9 TGFBR1 EME1 EN1 PCDH17 RALYL TNKS1BP1 PRRG4 RGS3 UNC45B NTRK1 CHRND BMP5 LRRC37A11P NRP2 PPARD GPR85 USH1G FANCI SNHG29 KCNIP2 WBP1 ALKBH6 SRPX P4HA2 TENT5C WASHC4 LIN9 SEMA3A CCN1 ICAM1 PRG4 MEGF8 FAM189B FLOT1 TLE3 LENG9 FLNC MYADM SLIT3 INHBA YPEL4 CHRDL1 PPA1 XPR1 SLC26A7 ZMYND8 GNB4 MOSPD1 DHH THAP7 BET1 OFCC1 WDR54 CCDC140 CALCOCO1 BCL9L FOXN3 SLCO3A1 ETV6 ETV5 MYF6 RNF220 BRS3 TMPRSS5 GJB1 ASIC2 CHML CDH16 GRIA1 MRPL27 BLVRB BNC1 SELENOI CHN2 PTCH2 CP LUC7L SNCAIP FGF14 LMO4 TGFB3 EMC3 FGF10 JAG1 RANBP3L MOB3C ZIC3 FAM81A BATF GATA1 CRYGB TBC1D17 DDX23 HOXC4 GATA3 S1PR2 RNF34 MIR137HG CASKIN2 SOCS2 NUFIP2 UBAC2 ACTN3 WDR81 RCL1 HHEX LAYN HOXD3 DNTTIP1 LRRK1 SLITRK5 ZNF703 KCNA2 ITGB4 PTK7 STIP1 NOSTRIN LMAN2 NHS AKT1S1 MEIS2 CHMP4B ZEB2 HOXA5 TMEM53 OTOP2 SFTPC ADRA2C SKIL HBEGF RUNX1 HDDC2 NOVA1 IMMP1L UPK2 B4GALT5 TUG1 HAVCR2 PTPN6 PHACTR3 RFX4 TAF5 RFX5 SPTBN4 FOXA1 KMT5A TEAD1 CACNA2D3 DOCK4 BATF3 TNFSF10 HOXB2 ATF3 NEDD4 PPID ITGA7 HOXB9 FBXO36 IER3 METAP1 PRRX1 FBXL19-AS1 PAX3 SYNPO2L ARHGAP12 SLC1A4 BZW1 SPRY2 DLG3 ESAM OIT3 THAP7-AS1 NRG1 DLG2 ELP4 TRPM3 EGR3 GSC SOX14 LDB1 PRKCH MRPS6 UBE2H MBNL1 POLR1G UBE2C RREB1 ARL3 HOXC11 CA9 BTG1 TBCC CA6 PTCHD1 IRX3 CRLF1 EGLN2 TPM3 TRIB1 CHD2 PPP1R12A NFATC1 KDM4B WBP1L ZDHHC24 PLAC1 VPS37B CELF4 PPP1R9B VWF SP6 SP7 EBF1 FEZ2 RNF182 FOX_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/FOX_Q2 MEF2C CTHRC1 EFNA1 NEIL3 ATP1B4 STOML2 DNAJB12 FSTL1 LINC00299 RORA HOXD10 METTL18 HTR1B PRMT6 H2AZ2 PHTF2 BTBD3 MACROH2A1 UQCRFS1 TWIST2 TWIST1 FAM122A MAP2K5 C7orf33 RREB1 COLEC10 ZHX2 UBR1 AP4M1 PREX2 TGIF1 FARP1 UHRF2 TMEM185A VASN CEBPA-DT MED22 PRDM1 EXT1 GCNT2 TET2 HOXA11 CHCHD7 MYT1 ITGBL1 HESX1 IL17C ZBTB37 NECAB3 NECTIN1 DMD EGFLAM HOXA10 BCOR PLAG1 NTF3 KLF12 ACACA ESRRG KLF14 EIF4H ATP2A2 PRR34 TSHZ3 SLC20A1 ZBTB22 CPEB4 MITF GOLGA1 ZBTB20 VGLL3 ARHGEF2 POGZ PIK3C2A PRG4 SPATA18 SLIT3 KLF9 SEMA4G CCND2 FKBP14 KCNH5 STX19 TAPT1-AS1 SCML1 NEO1 BCL11B C8orf82 SIM1 POLR3F SWAP70 C1orf112 SLC10A7 RPS6KA5 RBFOX1 NEUROD2 GFRA1 BAMBI CDH10 TOB1 SLITRK2 SKIDA1 LMO4 GRIK3 XPO4 TGFB3 RPS6KB1 FGF13 GDNF KLHL1 PRKAR2B TTR EIF4EBP2 GATA6 PLEKHA8 TRMT112 ATOH8 LGI1 IRS4 NMNAT2 SCUBE3 CNBP FOXN1 VAX1 TRERF1 PPP1CB JUNB NEBL NCAM1 MAP4K4 ARRB2 CADM1 TMEM209 SMARCA2 FBXO11 ZNF436 GAL3ST4 NT5C1B CSMD3 PAQR9 ANGPTL1 RPL7A GABARAPL1 ATXN7L1 EFEMP1 BRIP1 ITGA3 NR4A3 KCTD4 NTN1 DOCK3 FOXP2 HOXB3 CDKN1A TNFSF10 EBF2 PRICKLE2 ZIC5 CPNE1 FABP4 RFX3 FABP1 PHEX HABP2 TSHZ2 PRDX5 CTCF PDCD4 RAB3IP RUNX1T1 MCM7 C18orf25 FAM180A TPP2 MGLL POU4F2 NRG1 EGR2 OTX2 PURA PPM1D NREP CYP2A7 KRT84 ZADH2 CEND1 ALDH9A1 CASQ2 ING3 GPRC5C ADAMTS14 ERRFI1 PALMD TCF7L2 GPR1 RGMA STAP1 TNR CYP26B1 SCG3 SLC39A8 CRIM1 CEBPA HMCN1 GNAO1 NCDN COL13A1 TAPT1 CADPS FZD10 CILK1 TBL1X NFIA SRF_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/SRF_Q4 IGF2-AS AARSD1 HTN1 EDN1 FST FGFRL1 STAT5B SLC35A2 HOXD10 CITED2 CHMP2B ACTG2 DDX17 TAF5L RUNDC1 GAB2 CCN2 SH3BGR H2AX RARB MAP2K6 PRMT3 STAG2 ROCK2 TGIF1 DCUN1D3 TANK MSX1 TAGLN KRT17 TGFB1I1 PPP2R3A PTCH1 PDLIM5 AKAP12 XK RIMS1 SERPINH1 KCNMB1 ZNF513 PFN1 IL17B DMD AGRP STX10 NKX2-2 DVL3 SRP54 ESRRA ABR CSRP1 EMILIN2 KCNK3 GRK6 LYRM1 RERE TMOD1 FGF8 JPH2 ELF4 PPARG KCNJ13 EFHD1 SERTAD4 CALN1 NR2F2 NR2F1 ZNF644 SLC25A4 ACTA1 TNMD TLE3 C8orf17 ARHGEF17 FOSB MMP14 HERC1 RBBP7 FLNA CKM GADD45G SORT1 RASD2 NPPA ZNF485 EVA1C LRRTM4 DGKG THBS1 SGK1 DLG2 NLGN3 PHF12 NPR3 MID1 ELAVL4 TMEM92 ATRX DUSP5 TADA3 DUSP2 RAB30 ERBIN BNC2 MAPK14 SVIL RASSF2 FOXE3 DUSP6 MAP3K20 TNNC1 FGF17 NPAS4 KLHL3 VCL TRIM46 ASPA SND1 HOXC5 ASPH TFAP2D SLC4A3 KLF6 SCUBE3 TAZ ACTN1 MRGPRF DLL1 YBX3 JUNB SHF MYL6 MYL7 PODN ADAMTSL1 EEF1B2 MCL1 TLCD4 MYL1 KCNA1 ARPC4 MAPKAPK2 CX3CL1 SRF MYL9 MEIS2 HOXA3 HOXA5 BLOC1S1 NPM3 TMEM47 GPR20 DIXDC1 LPP MYO1B MYO1E NR4A1 FOXP1 BEST3 FOXP2 HOXB4 CDKN1B HOXB5 MYH11 MYLK CACNA1B IER2 RHOJ KIZ VGF DSTN IP6K1 IFRD1 FOS PLCB3 CAVIN2 YRDC SRD5A2 EGR1 RSU1 EGR3 EGR2 COL23A1 EGR4 G3BP2 AAMDC PADI2 MBNL1 KRTCAP2 VASP EML4 FAM53C CUTA CFL2 ITGB1BP2 CFL1 NCOA6 KDM3A CALD1 NUAK1 TPM2 TPM1 TPM3 ANXA6 NPAS2 PRDM11 POU3F4 CHD2 PPP1R12A MUS81 CNN1 PLPP3 INSM1 ACTB ACTC1 PRUNE2 AKIRIN2 MAP1A SCOC RSF1 GRHL3 PRR14L MED13 CRH PRM1 ADGRG4 TBL1X MYLPF TBL1Y KBTBD12 NRF2_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/NRF2_Q4 ALS2 SNCG CCDC126 ATP1B1 NOG MSTN MASP1 TECPR1 SYT2 PLEC BTK DDX17 CD44 MRPL32 CDH23 MIR22HG RARG RAN KIF5A NOL4L NUDT10 NUDT11 MIDEAS TGIF1 DCTN2 SRPX2 MNT SMPX PIAS1 FCHSD1 LAMC1 PRDM1 ALDOA CACNB2 SFXN5 EPHB2 ADCYAP1 SLC11A1 PFN2 NECAB3 DUSP13 DMD PPP2R2B PPP2R2C MDFI MACO1 MAP2K1 SMAD6 ESRRG TREX1 UBE2L3 MLLT11 LAMA3 RGS2 RABEP1 ASS1 NOTCH4 H3-3B GK SYTL1 TLL1 SOBP BACH1 FGF9 BNIP3 SLC26A1 WBP4 CANX EXD1 RTN3 GPX2 BAG2 RAB6A FGF1 COQ8B USP14 USP13 GSE1 MMP19 RBBP7 FLNC PPP4R4 CLC RDH5 GAPDH BLMH MAST2 EPB41L1 C9orf139 ZC2HC1C GADD45G CDC42SE1 CRYBA2 KCNH3 ADAM15 ABCD1 ABHD4 CCDC186 ITM2B CLDN15 LINC00649 LIN54 NR1D1 SQSTM1 RB1CC1 PER2 BCL9L CHP1 ETV5 BAZ2A APBA1 PHLDA2 CAPN6 IL6 BRD2 TEX19 TBXAS1 IPO13 MCF2 HSPG2 PDZRN4 YIF1A LYSMD2 YWHAG SOST LRP1 EML3 PSMD12 SLC16A6 DRP2 BLVRB GAS2L1 ATP6V0A1 TUBA4A TUBA1C OGG1 TUBA4B NR5A1 F2RL2 CRYGS LMO4 FGF11 SEL1L3 FGF12 ITPKC ZIC1 MMRN2 WNT2 IDS S1PR1 PITPNC1 LGI3 TFPI2 BICDL1 KCND1 CSNK1G2 NRN1L LRP1B CNBP FOXN1 PDE4D WDR81 PSMA2 TIAL1 PSMA3 HSPA9 SLC38A2 TFAP4 KCNA2 BEX2 KRT36 CSMD3 ABCA2 SKP1 MIA2 TTC1 TUBB GPR21 HOXA3 METTL2B TFEC TNRC6C NDRG2 JOSD1 CPNE8 XPOT EEF1A2 SPTBN4 HSP90AB1 ABCB6 PSMC5 VCP TOMM70 ZIC4 FBXO30 MYH14 SPTA1 RBM39 C6orf62 PRX UBXN4 MAST1 UCHL1 FRMD4A KRT33B GTF2A1 PKN3 PSMD1 PSMD2 PSMD4 LRRFIP2 LOXL4 ARHGAP8 SEC24D PLEKHH3 PSMD7 FTSJ3 AKT3 RHOH NRXN2 TENM3-AS1 CNTN6 LIMK1 GAST PRR7 UNKL RAB5IF INHA CAB39 EIF4G1 CAPN12 TXNRD1 PSME4 KBTBD8 MAPRE3 REXO2 ROM1 MINK1 NUAK1 ZFHX4 METTL2A PAFAH1B1 SYNPO ENO1 CCDC14 TNXB DTX2 CLEC10A PPP1R9B CELA1 ZNF771 SH3BGRL2 TMEM151A BEND7 TBL1X VPS26A MGST1 TBL1Y CEBP_Q2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CEBP_Q2_01 LEMD2 SYNCRIP LUZP1 PRKG1 CITED4 CITED1 BDNF PLS1 RARB LRIT3 ATP13A4 MAP2K6 PITX2 ADAM9 ARHGEF38 WNT10B STC2 F9 MYH4 NCKAP5 MIDEAS TBR1 SPAG9 CGN JUN STC1 TSC22D1 ADAMTS2 ADAMTS5 DYNC1H1 DENND4A IL1R2 RNF17 SIRPA MED12L ARF6 CALR KRT23 PPP1R3D EPHB6 DMD HOXA10 GYS1 TXLNG LHX6 IL1RAPL1 KLF5 KLF12 IL1F10 MAP2K3 LYPD1 C2CD5 TM2D2 PLA2G4A DLX1 SEMA6D RAB2A H3-3B CHST15 CEP41 TCF12 SOBP NRP2 TSHZ3 MITF FAHD1 MMP27 TMBIM6 MLH3 PTEN KCNJ13 ASAH2 ASGR1 ASGR2 AP1S2 SERPINA7 SIK3 ANGPT1 SPIB ZBTB20 FBXL14 CALML4 CCN1 NAT9 H1-2 PCDHB4 HERC4 ARRDC3 SLIT3 EIF4A2 RUVBL2 MOSPD2 CLN5 RIN3 ABHD6 SLC39A13 MKNK2 XKRX NEO1 CIPC ZFP36L1 CSDE1 LRRTM3 FMO2 PER1 SBSN BCL6 FOXN3 NDUFA4L2 USP34 ETV6 ETV5 ZNF428 ACSL5 TBX6 TBXAS1 ELAVL2 YWHAG BNC2 JADE3 PLPP5 DENND2D C1orf122 TOB1 S1PR5 THRA TNNC2 FGF14 LMO4 RBM4 IL19 TNFSF15 CBX4 TNFSF14 CASK TLR8 HOXC6 WNT3 HOXC4 SPRED1 WNT6 RGR EGFR TTLL6 SPTLC2 IL27 PCTP PDE4D ARID1B PPP1CB WEE1 HOXD9 ASCL2 GABRR2 CADM1 LNPK TESK2 NFE2L2 STMN1 SLC40A1 PRRC2A XDH WNT5A CCL3 FBXO40 TFE3 SOX5 LINC00114 CCL8 FAM217B PIGP C2CD2 HOXA1 HOXA2 CEPT1 FBXW7 FGA ALB HOXA5 PPL TTC22 CLASP1 DYRK3 EFEMP1 BMX SLC6A15 NEUROG1 ATAD2 FOXP3 DOCK3 FOXP1 CDKN1C HDAC4 SLC25A35 HOXB7 MTTP EBF2 HIVEP3 UBE2E2 MYH10 CLDN8 KIF2B PRDX3 TNS2 NFKBIZ SPRY4 GPC4 CAVIN2 SIAH3 PAX8 YRDC RHOB NFIL3 PLCB1 PLCB2 DLG2 NRXN3 MPP5 ESR1 MPP6 MBNL1 PCDH7 LCOR HAGH ADRB2 EYA1 TSPAN5 TNFSF13B CFL2 NREP NADK S100PBP SNX12 NPVF PREPL MREG LINC00472 NDP USP9X CALD1 NFIX ADH7 DCN PCDHGC3 TCF7L1 TRIB1 ALDH1A2 ACAN MAP3K3 FIGN LONRF3 CHD2 FAM91A1 CAMKMT CRIM1 APC ERF ERG ANO1 SLC12A1 CEP120 BEND4 DBH TMEM104 TP63 SPRR1B SULF1 CRH LIPG MARCHF1 ID3 CUEDC1 MYB_Q5_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYB_Q5_01 SLC9A7 LTBP1 PPP2R5B VAPA CDK14 DNAH12 HNRNPF FST CDH20 BDNF SRSF5 FLI1 SEMA7A ADAM2 FAP BHLHE22 TOX2 GNG3 GUCA2B CDCA3 PIK3CG RARG RREB1 TMEM97 COLEC10 IFT57 BRME1 LIG4 PRPF38B MIDEAS LUC7L3 PPARGC1B CLTRN SRSF2 SPAG9 MYO18B PCYT2 PGM1 PIAS1 ADAMTS3 MYO18A PNMA1 ALDOA DENND4A GCNT2 CACNB3 TOR1AIP1 OCRL SYVN1 RIMS1 PCNT PRUNE1 DMD LHX6 DNAAF3 GNAT1 KLF5 LNPEP MLN ESRRA CHP2 KLF12 TASL ESRRG SYNM MYOZ2 TNNI1 PRRG4 DLX2 WIPI1 SEMA6D RGS2 RAPSN HEBP1 MAP4 WBP2NL GRK5 TCF12 JPH3 RBM14 KIF7 MYL6B BSCL2 CANX ANKRD17 NMUR1 TMED2 VCPKMT NR2F1 BRD8 FCRLA ARHGEF6 MBD6 ZSWIM2 ZBTB26 PPP4R4 MXD3 DACT1 ANKRD28 ZNF362 ZNF296 CCND2 WDR82 RIN1 ZMYND8 PLA2G6 GNAS AP5B1 ORMDL2 SRGAP2 FAM186B FMOD USP5 ABHD2 CFAP69 CSDE1 GPHN C11orf16 RASA3 ETV4 C21orf58 ZNF263 SHMT1 COX7A2P2 PMEL KRT25 ELAVL4 YWHAE PREB ASIC2 CNTF SLC16A6 ZNF462 FAF2 NEUROD6 HTR2C STT3B KIF20A XPO1 GMPR2 SKIDA1 MANF PDE3B FGF13 SLC22A11 FGF12 MINDY1 KMT2E WNT3 PRKACA GNL1 MROH2B KMT2D KAT6A DSCAM HES6 SIX4 DDIT3 IL11RA HHEX PSMA1 NDEL1 CADM1 SLC37A1 SPATA8 SMARCA2 HSPA9 WNT5A FRAS1 PLXNC1 CCDC171 SNX6 ONECUT1 MDGA2 SOX5 NEDD8 AFF4 CCL5 OAZ2 GPR22 DOCK1 PRR3 P2RY2 C12orf65 RPL4 ZNF800 LRFN5 RHOBTB3 TUG1 HCN1 EPB41 RFX4 CPNE6 AK2 RPRD2 FAM181A BEST3 FOXP2 HOXB3 SARM1 PRICKLE1 CPNE1 RFX3 RBM39 XPO7 PCSK1N OMG MPRIP C19orf47 CLDN8 OGDHL NR6A1 DDR2 RUNX1T1 ARHGAP12 TMEM62 VN1R3 CRTC2 PIGH MGLL RHOC NRG1 NFIL3 MAEL SSBP2 HMGN2P46 PTCHD4 G3BP2 SEC16B PCDH9 CRISPLD1 UBE2H NDUFC1 HMGA2 CDK2 COQ10B CAPN11 SHKBP1 COMMD3 CNTN4 NRGN PTMS MDM1 ING3 SPOCK2 UBE3A ERRFI1 NR3C2 FIGN HRH4 ODF4 FAM91A1 ODF2 GTF3C2 CAMK2A ACTC1 CEBPB R3HCC1L B3GALT2 SEPTIN12 BEND4 CREB5 TEX47 LEP RDH11 SLC6A9 PNOC GMFG ADGRG4 ER_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ER_Q6_01 VWA7 NOG S100A5 CDK14 PGF SRP68 INO80D SHH MAGED1 BTBD3 BHLHE22 GRID2 PDHA1 MAP2K7 EIF2B3 MAP2K6 GTPBP1 LIFR BRME1 SYNJ2BP MIDEAS TBR1 FAM155B CD37 NNT UHRF2 MNT FCHSD2 ZNF768 PRDM1 SERBP1 EIF2AK3 MICALL1 ALDOA SIRPA ERBB4 GNAI1 TET2 RIMS4 PXN OTP NECAB3 SAT1 HOXA10 IL1RAPL1 UBE2K FAM126B NKX2-2 PPP4R3B DNMT3A TCF7 CBLN4 IL23R MTMR10 ESRRB ASXL1 CLUH TREX2 CALML6 GAS7 WWC1 R3HDM2 TRPS1 PKP4 CEP41 PDZK1 NYAP1 SLC9A1 RTN4 FGF6 PPARA GFAP FGF9 ZNF532 GREB1 EAPP GLRA2 MITF CAMKK2 CKB ACAP2 MAP1LC3A KDM2A SIK3 SLC25A1 FBXL14 SRPK2 RAP2C ACO2 SLC25A5 OVOL2 RBBP9 ATXN1 CHRDL1 GRM8 KIF6 DLK2 MTDH RAB11FIP1 PHLDB1 EVA1C NSUN5P2 IKZF2 COX7A2L CIC CLDN12 ZNF32 ZFP36L2 NR1D1 PDE1A DTNB SLC4A7 BCL6 NDUFA4L2 FOXN3 TLX3 TLX2 SPATA7 TBX6 RBM24 CSRNP3 RRBP1 IMMT JARID2 LRRN3 PAK1IP1 HSPG2 DLG2 PHF12 MID1 BRMS1 C12orf50 SLC16A6 MT2A BNIP3L LRRN1 PHF5A ATP5F1A ATP6V0A4 LRP5 USP44 GNA13 RNMT VTA1 ELAPOR1 BEST4 FGF13 SLC22A11 ZIC1 TBC1D15 WNT3 STARD6 CDKN2C SPRED1 KMT2C RBMS1 SATB1 ENOX2 GNB1L TMEM101 CDKL5 CDIN1 CADM1 SHF STMN1 COPZ2 LMNTD1 PAM GAL3ST3 SYT16 ONECUT2 C1orf43 FBXW7 PDE6D HOXA3 PPM1N PPP1R16A ITGB8 POLE3 CIAO2A B3GNT6 TSSK3 TNRC6C NDRG2 LRFN4 DNAJA2 GABARAPL2 NR4A2 TOMM40 TINAG HOXB3 EIF4E GCM1 HOXB7 ZIC4 SHISA6 MYH13 HOXB9 GLI1 TAFA1 CDC14A IRAG1 FAM210A ZNF202 GNRHR RUNX1T1 DGCR8 PCBP4 PTH1R RHOB NFIL3 EVA1B KIRREL3 OTX2 TEX35 GALNT15 PCDH8 RBMXL2 PURA DDR1 SDC1 TMEM71 PPM1E CUTA ESRP2 CXCL17 HIPK2 ERN1 AAMP WNT11 CNTN4 MCC ZFPM1 PTCHD1 FSHB AOC2 PNKD LCP1 NDUFB3 LINC00472 TBC1D21 APEX2 SPOCK2 CALD1 FKBP4 HS3ST2 ATP5MC1 DBNDD2 GPR3 TPM3 UBE2R2 PSMF1 SKAP1 PLPPR1 FIGN PRDM10 CHD2 MROH7 POU3F3 DCX SCNN1A CD40LG WBP1L JOSD2 ERG B3GALT2 TMTC1 C1orf21 EWSAT1 CREB5 SLC10A2 ISL1 SLC6A9 RTL10 MTMR11 KCNN3 NIPBL SP6 RMDN2 SPTAN1 GGCKCATGS_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCKCATGS_UNKNOWN CENPO GPATCH11 AMMECR1L JAG1 ZBTB17 PAX2 RUNX1T1 CBFB INTS7 KCNK10 CXCR4 NDUFS8 KLK3 RAB23 GOLGA1 GON4L RANBP1 ACIN1 ZFAND3 DHX30 ZMYM2 CCAR1 SOCS2 CCNI UBAC2 SLC7A10 AAMDC PRPF39 OVOL2 BASP1 RBBP8 CCND1 GRM3 CORO6 VSNL1 CLOCK MAP3K11 MORC3 CCDC171 FUT8 TRMT2A HK2 CABP7 CIPC HAND1 RPL7 OVOL1 HS6ST3 FEZF2 C14orf119 SMAD7 PTPN2 SPTBN4 NF1 SMAP2 NDUFAF5 RSF1 ESF1 FXR2 B9D2 CELF4 USF2 SDHB BFAR RDH10 BLVRB JADE2 NEUROD1 AP2_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP2_Q6_01 STARD13 MSTN PPP2R5A PGF SYT7 ZNRF2 GNG8 PICALM COL12A1 PIANP TLK2 CRY1 ABHD17AP5 LRRC8D EFNB3 RAP1GDS1 SMIM29 PKN1 TMEM25 GLTP MGAT2 AGAP1 PIAS1 DBN1 CD248 ADAMTS5 FAM219A PFKFB3 PABPC4 EPHB1 TAB2 USP49 CLASRP LHX2 ARAP1 PABPC1 BCOR MN1 CIRBP-AS1 PLAGL2 MGAT4B DNMT3A NTF4 KLF13 SMAD7 RHBDF1 TMEM68 CELSR2 RALYL KIF3C KCNK3 PORCN UNC79 FNBP1 ASS1 ARF3 TGS1 GRK6 NACC1 ALG10 NYAP1 MARCKSL1 SOBP KCNAB3 C16orf72 CPEB3 FOXA3 FGF9 FASTK KCNJ12 EIF1 CGREF1 CAMKV ANP32A KDM2A NR2F2 PCGF1 ATP5PD ZNF281 FMNL1 SYMPK TLNRD1 PPP6R2 CERCAM RASIP1 OTUD7B ZNF362 FKBP14 OGA KCNH8 KCNH2 RAPGEFL1 TMEM59L KCNH5 BCAT2 ZBTB7A LHFPL4 MKNK2 FAM89B NEO1 CIC CDK16 CYB561D1 DTNB BCL6 MLLT6 SPATA6 CYTH2 GPBP1 RNF220 DLGAP4 TRIM28 TSEN2 TNFAIP8L3 ASIC2 UBTF RAB35 JADE2 MCU VPS25 TRMT1 DYNC1LI1 PDGFB AMMECR1L WNK1 FGF11 RBM6 CNP WNK4 NR2E1 ITPKA DMPK IL11 KMT2E RAD21 SMARCD1 VEGFA SLC25A28 PLEKHA8 SPRED1 CHAT RPL36AL ANKRD40 SCUBE3 PCIF1 NUFIP2 ARID1A TACC2 ASCL1 MIB1 ARHGAP36 ZNF516-DT CADM1 ZMYM2 STMN1 TFAP2C VWCE TRIM39 ZNF703 WNT5A FXYD1 FGD1 HDLBP PLXNC1 CAMTA2 TMEM256 TFAP4 TMEM132E SOX2 SIPA1 TFEB PTK7 FBRS CXXC5 CCNG1 ST8SIA2 PAQR4 OAZ2 HOXA1 MTCH2 TSSK3 LRFN5 ANGPTL2 B4GALT1 SLC6A11 MAFB NRF1 HOXB2 PHF1 MARCHF5 SALL1 RFX1 CIRBP CREBRF HOXB9 MYH10 C6orf62 ST7 NXPH3 CLDN5 CTCF KLF10 PTMA KCNQ4 PLCB3 OSR2 HEY1 GGNBP2 DGCR8 POU5F1 DLG3 IGF2BP1 IGF2BP3 EGR3 LDB1 CDK9 ADIPOR1 PIP4K2B SLC7A10 SRRM3 LCOR EIF4G2 ACVR2B EYA1 PPM1E FAM53C NCOA2 ADRB1 NCOA6 KDM3B ENHO CPSF4 CEND1 UBE2S GPR12 SLC37A4 NFYC CDC73 PRDM16 GPR3 APLP1 RGMA DNAI1 GP1BB FAM76A RASGRP2 CHD4 TERF2 BAHD1 ERF DTWD2 SPACA6 CNNM4 HPN MIR17HG AKIRIN2 MED26 BMT2 SLC12A4 MAP1B NIBAN1 SLC17A7 SH3BP4 RDH10 NAT8L MED13 NIPBL SLC18A3 POFUT1 TEX2 RNF40 CREB_Q2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB_Q2_01 LDHA PNMA3 LTBP1 GLB1L PDLIM3 SYNCRIP CD2AP IRF2BPL PSKH1 RAB24 DHX36 PITX2 RUNDC3A WNT10A CTC1 BRAF PTPRU GEM PPARGC1A DEPDC4 DCTN1 SPAG9 JUN TGIF2 BIN1 CHGB WFDC3 ZIM2 FBXL2 RBP5 PDXDC1 CLCN3 CMSS1 CACNB2 ESM1 DAAM2 SULT4A1 GLYR1 RPS29 ARG2 TRA2B RIPOR1 CDC42EP4 MMGT1 SRP54 RECQL5 ABR ATG5 YTHDC2 XRCC6 MCAM TSC22D2 SYNGR3 EPHA2 ZFAND5 AREG CLCN4 FGF6 EVX1 ITFG2 PNMA6A SPI1 MAP1LC3A SLC25A3 HHIP SNAPC5 ADNP FOSB CDS1 FAM167A SENP2 CCND2 NPPC ORMDL2 ORMDL3 TMEM59L THOC1 RPRD1A CREM ZNF367 GPM6B ZNF687 PFAS MLF2 CYLD PCSK1 ILVBL SNAP25 FOXD3 GPBP1 PPHLN1 SDHB RPS6KA3 DUSP1 ADAP1 NSD3 NUBPL RBM18 NEUROD6 VPS37A SAP30BP ABHD16A SIK1 TGFB3 CBX8 CNOT7 LGR5 TMEM39A DDX28 SLC25A25 TPT1 SPRED2 PITPNC1 UBA6 GNL1 ZNF593 RELB SHISA7 MRGPRF TIPRL ZNF516-DT CHPF FAM131A DNTTIP1 TRIM39 STK16 KYAT1 ADNP2 ENSA KCNA5 AFF4 AKIRIN1 RCAN1 CYSTM1 PRR3 RNF166 JUND NOC4L SARNP H4C5 TRAF4 ATL2 JOSD1 TAF2 MAFF SYT11 NR4A2 MRRF SREBF2 KCTD8 PLK4 DUS2 PDE7A PNRC1 ZFAND2B TAFA1 IKBKB NFKBID HDAC6 DDX51 CLDN7 RAI1 CLSTN3 TACR1 CLDN6 ASPHD1 THADA CDC42 ZCRB1 GTF2A1 OSR1 PAK1 TSC22D3 EGR1 NOL4 SRRM4 ZFY MBNL2 UBE2H UBE2B HOXC10 GRP DNAJC27 ZFYVE27 C3orf14 KLHL12 SEZ6L2 PPP1R15A PPP2R2A PEG3 IRX4 BTAF1 ING3 GPRC5C CALD1 HS3ST2 PPM1A FAM174A TPM4 TRIB1 NPTX1 C5orf46 DDX19A PAFAH1B1 APPBP2 PINX1 SCG2 ERF MXD1 MARCHF6 FLT1 HS3ST3A1 NCDN UBE4A NF1 AHI1 CENPE VPS37B RNF44 ID1 PRELID1 SLC6A5 SLC18A2 TBC1D32 C11orf87 SIDT2 CREB_Q4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CREB_Q4_01 ALS2 PNMA3 LDHA LTBP1 ADCY8 RUSC1 PDLIM3 SART3 OGDH CD2AP IRF2BPL CREB3L2 RAB24 DHX36 RAB25 PITX2 RUNDC3A CTC1 BRAF GEM PTPRU DCTN1 SNRNP40 SPAG9 HAS1 MIR9-1HG CCDC148 CHGB WFDC3 RBP5 ZC3H10 CMSS1 CDK2AP2 DAAM2 ATP6V0C ARIH1 SULT4A1 GLYR1 RPS29 ARG2 RIPOR1 MMGT1 MAOA ATG5 MCAM TSC22D2 SYNGR3 EPHA2 ZFAND5 RNF7 PKP4 AREG FGF6 PNMA6A ITFG2 SPI1 TRMT10A EIF1 TMEM147 MAP1LC3A HHIP ABCE1 CCNI TLNRD1 FOSB CDS1 SENP2 GRM3 RPL41 MAP3K13 TMEM59L THOC1 YWHAZ TAPT1-AS1 USP2 CREM TH ZNF367 GPM6B PFAS MLF2 RUSC1-AS1 PACRGL PER1 MLLT6 SNAP25 FOXD3 GPBP1 MAPK10 PCK1 DUSP1 ADAP1 C12orf66 RBM18 NUBPL USP48 NEUROD6 SIK1 LMO4 CBX8 LGR5 ZNF184 TMEM39A ELOVL5 SLC25A25 SPRED2 RBMS2 TPT1 GNL1 SCAMP5 ZNF593 CHMP1B RELB RBKS MRGPRF TIPRL NUP42 ISCU ZNF516-DT CHPF FAM131A DNTTIP1 TNFAIP1 TRIM39 MYL6 KYAT1 ADNP2 ANAPC10 AFF4 AKIRIN1 RCAN1 CYSTM1 PRR3 RNF166 JUND NOC4L H4C5 ATL2 TRAF4 JOSD1 TAF2 MAFF UCN PHACTR3 IFT20 NR4A2 MRRF SUV39H2 SREBF2 KCTD8 PLK4 NEDD1 DIO2 PDE7A IKBKB ZFAND2B SST DNAJB5 DDX51 CLDN7 RAI1 CDC14B CLSTN3 CLDN6 RHOQ ASPHD1 ZCCHC17 THADA CDC42 GTF2A1 OSR1 PAK1 TSC22D3 NOL4 EGR2 SRRM4 CCDC86 MBNL2 UBE2H PDP1 HOXC10 DNAJC27 ZFYVE27 SEZ6L2 TSPAN7 PPP1R15A PPP2R2A IRX6 NUP98 HS3ST2 PPM1A FAM174A TRIB1 GPR3 NDUFB2 NPTX1 PLCD3 PAFAH1B1 SCG2 MXD1 ICA1 HS3ST3A1 NCDN NF1 AHI1 CENPE VPS37B TAPT1 RNF44 ID1 PRELID1 BABAM2 SLC18A2 CRH TBC1D32 C11orf87 SIDT2 GR_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GR_Q6_01 NOG FAM117A ADGRG6 MASP1 LTBP3 EFNA1 AQP4 SYNCRIP SYT6 RORA AMOTL1 WT1-AS MAGEC3 MAGED1 NUDT16L2P DHX38 WWP2 BCL7A EIF2B4 F11 MRM1 TYRO3 ATRNL1 ADGRD1 RREB1 OLFML2A BRME1 MYH4 C2CD2L FRA10AC1 PDYN TGIF1 LUC7L3 NCKAP5 DCUN1D3 ST13 RND1 DHX29 ZNF436-AS1 PRDM1 CASZ1 GCNT3 PPP2R3A TXNL4B TET2 PXN KRT23 ARG2 CDC42EP4 IL1RAPL1 UBE2K TECTA XPNPEP3 MTMR10 CAMLG SMAD6 RESF1 CREBBP TIMD4 MARCHF7 ZC3H11A ZBTB45 EMILIN1 ABCG8 DLX3 PRRG4 DLX2 EPHA7 LASP1 ETS1 R3HDM2 LYRM1 WDR49 DHX40 MARCKSL1 PDZD2 KLF3 BACH1 NRP2 SCHIP1 TBL1XR1 PMCHL2 GREB1 ZNF532 ELF5 AKNAD1 PMCHL1 KCNK10 BHLHA15 PHF21A NUDT16 ZNF654 QKI WFIKKN2 TUBB4A ZP3 SRGN TNMD MMP14 MMP11 DOK1 EPB41L3 PDCL2 PROK2 C22orf31 PSEN1 BNIP2 SEMA4C CER1 SGMS2 IKZF4 RTKN EHF DNAAF6 SF3B4 PDAP1 CCDC140 GPM6A LRRTM3 ETV6 TRIP11 APBA1 FEN1 WNT8B NLK ZNF24 PPP1R10 DLG2 TMEM258 ELAVL2 BRS3 ELAVL4 ITPR3 FEM1C NSD3 PLSCR3 NEUROD6 NHLH1 GMPR2 PDGFB LRRC37BP1 KLHL5 WNT4 PACSIN3 ELOVL4 ANK3 HOXC4 SLC2A2 HOXC5 CPA3 LOX DND1 LGI1 CHAT KMT2D EDARADD LBX1 ENOX2 CSNK1G1 MBOAT2 NPEPPS TCN2 CCDC6 TNNT3 ZNF516-DT EP300 MRPS18B SIX1 AKAP5 AKAP7 STMN1 GPANK1 ZNF436 ME1 SLC38A2 SSH2 NEDD8 OPN1SW GIPC2 SESN3 RBX1 LINGO1 HOXA2 B3GNT5 RNF13 ZNF423 FGD4 AFF3 NDUFAF4 SESTD1 DYNLL1 FOXA1 FANK1 NSD2 TEAD2 CCM2L HOXB3 PHF3 CDKN1B RSRC1 HOXB7 RNF152 HOXB5 SLC25A10 ZIC4 ARL4C CPNE1 C19orf48 KCTD15 MTREX CIART C6orf62 NDST2 PAX3 PAX2 RUNX1T1 RAB3GAP2 PCDH1 SLC35D1 CXCR4 PCBP4 SV2B SMG9 LOXL3 SEC24D CYB5R4 KHDRBS1 SULT2A1 TUBB2B OTX1 OTX2 PARP8 C20orf27 LEAP2 PCDH9 PCDH8 PRKCG MBNL2 SLC7A11 SMC6 LCOR GRP EIF4G2 SDC1 EYA2 KANSL1 NCOA3 KLF3-AS1 CHST9 NUP62CL JMJD1C RBM4B TSPAN8 DPF3 LINC00472 SNX17 CALD1 LRMDA CTNND2 CDH2 PPM1B TPM1 ARPP21 MYCBP SCNN1A GEN1 TERF2 MPZ NCDN MAP1B QRICH1 UBL4A LINC02880 GASK1B AQP4-AS1 NIPBL SLC18A3 CUEDC1 GOLGA2P11 RCN1 ATP8A1 SRF_Q5_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SRF_Q5_01 MLIP IGF2-AS AARSD1 PDLIM7 FGFRL1 STAT5B HTN1 HOXD10 CITED2 MYADML ACTG2 TAF5L RUNDC1 PICALM H2AX PELI2 RARB MAP2K6 PRMT3 TANK SUN2 ZBTB18 TAGLN NOB1 TGFB1I1 CD248 PPP2R3A PTCH1 DUSP10 PDLIM5 XK ARF6 RIMS1 ZNF513 PFN1 IL17B STX10 NKX2-2 ASXL2 DVL3 ABR CSRP1 EMILIN2 GGN KCNK3 GRK6 H3-3A RERE FGF8 FGF7 C16orf72 SUSD1 PPARG MITF ACTR3 EFHD1 SERTAD4 CALN1 NR2F2 COX14 NR2F1 ZNF644 SLC25A4 ACTA1 TNMD TLE3 FOSB RBBP7 FLNC MYADM FLNA CKM GADD45G KCNH2 TMEM126A NPPA ZNF485 FOXO4 CXCL5 EVA1C CXCL6 CIPC STARD13 LRRTM4 FAM131B DGKG THBS1 GPBP1 SGK1 PHF12 NPR3 ELAVL4 MID1 DUSP5 NRAS TADA3 ERBIN SLC16A6 PLN SVIL MAPK14 BNC2 RASSF2 FOXE3 LIX1L MAP3K20 FGF17 NPAS4 VCL TRIM46 ASPA WNT3 SLC2A4 HOXC4 HOXC5 TFAP2D SLC4A3 KLF6 TAZ PRKAB2 ACTN1 DLL1 MRGPRF YBX3 JUNB SHF ASB2 COL1A1 MYL6 MYL7 ADAMTSL1 PODN EEF1B2 KCNA1 ARPC4 ABCA1 MAPKAPK2 SRF TIMP3 MYL9 ITGB8 ITGB6 BLOC1S1 TMEM47 GPR20 DIXDC1 LPP MYO1E MRPS21 FOXP1 FOXP2 CORO1C HOXB4 ATF4 CDKN1B ATF3 HOXB5 MYH11 MYLK CACNA1B RHOJ IER2 RAI2 DSTN FOS PLCB3 TRIM3 CAVIN2 SRD5A2 GPR162 LRRFIP1 EGR1 RSU1 EGR3 COL23A1 EGR2 NRXN3 OTX1 LDB1 G3BP2 PADI2 AAMDC MBNL1 UBE2H PCDH7 KRTCAP2 VASP EML4 TRDN FAM53C CFL2 CFL1 CHST8 ITGB1BP2 KDM3A CA3 CASQ1 LCP1 CALD1 CTNND1 TPM2 TPM3 ANXA6 NPAS2 PPP1R12A CHD2 MUS81 CNN2 NFATC4 CNN1 PLPP3 ACTB ACTC1 AKIRIN2 PRUNE2 MAP1A SCOC RSF1 CDC25B PRR14L MED13 CRH PRM1 ADGRG4 MYLPF AP1_Q2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1_Q2_01 C1orf210 SLC9A8 ATP1B1 SNCB ADCY8 EFNA1 LTBP3 AQP5 MPV17 SYP DIRAS1 FLI1 GAB2 FAP RUNDC3A PI15 PTPRH BARHL2 MECP2 C2CD2L PRPF38B PTPRN MIDEAS FAM53B KRT16 LAMC2 LRCH4 PLA2G2E HS3ST3B1 TRAPPC3 DYNC1H1 TRAK2 STRADB VIT RIMS1 SFXN5 EPHB2 LAMB3 DUSP14 KLHL40 RPS20 TCF4 PPP2R2C KLF5 GPR158 KLF12 WDFY3-AS2 ORAI1 IL1RN RHBDF1 EN1 KLF15 MYOZ2 HOMER2 GGN ZFAND5 LAMA3 RBPJ PKP3 TRIML1 RIT1 RGS8 H3-3B TCF12 SYTL1 P2RX6 SLC9A1 RTN4 GFAP ZNF385B PDZD9 XIRP1 MITF WASF2 GPR87 RTN3 KCNK10 BAG2 SEMA3B AGPAT4 CYTOR COQ8B LMOD3 SERTAD1 TUBB4A USP13 NAT9 NKAPD1 RAP2C GSE1 CLIC1 FLNC CLC MMP12 MAST2 EPB41L1 C9orf139 TENT5B SLC26A9 RIN1 KCNH2 SRGAP2 ADAM15 USP3 KAZN STARD13 CLDN15 DGKA TMCC1 NR1D1 HPSE2 SQSTM1 STK40 RB1CC1 PPP2CA CKMT1B BRD2 HCLS1 IL9 GJB3 LMNA ELAVL2 NLGN3 ELAVL4 NRAS RAB30 CNTF OR2F1 PSMD11 PTP4A1 STN1 RAB34 SH3RF2 CLRN1 DUSP9 LUC7L PERP CRYGS XPO6 SKIDA1 MORF4L2 RIPK4 ITPKC MMP1 IL11 TRIM46 DYSF CMTM2 ANK3 FBXO24 RNF149 WNT6 S1PR2 BICDL1 CMAS NRN1L MRGPRF NR0B2 NEBL RBPMS NDEL1 UCN2 GPR55 HSPB6 HSPB8 COL1A2 SLITRK6 AKAP1 KLHL41 SMARCA2 COBL ADAMTSL1 ADORA2A TNFRSF12A TFE3 TINAGL1 ABCA2 ELK3 SRC TTC1 SLC30A3 NDRG2 HBEGF AXIN2 HCN3 DNAJA4 XPOT EEF1A1 CPA6 LPP FOXA1 NTN4 SLC6A14 RPL23A SHANK2 CDKN1A SLC4A11 EIF4E CXCL14 DYRK1A DSG1 PCSK1N OMG METAP1 CLDN4 CLSTN3 PROSER3 DDR2 PAK6 RNF144B RAP1GAP2 FAM180A ADAMTSL2 DLG4 PSMD4 GPR162 PIH1D2 FOSL1 PLEKHH3 IMPDH1 C11orf49 AKT3 IRAK1 LIMK2 PADI3 LDB3 PCDH9 PADI4 KRTCAP2 POLR1G VASP ACADVL EIF4G1 EYA1 CA9 CHRM1 ARPC5L NCOA6 SLC41A1 KDM3A PSME4 REXO2 FHOD1 SNX10 UBE3A TAC1 NUAK1 DNAH5 TRIB1 GPR3 UBE2R2 COL27A1 LONRF3 MYBPH KRT8 ENO2 PLCD1 NFATC4 AIF1L WDFY3 HMCN1 FOXL2 TNXB OLR1 NCDN BRINP1 SCOC TMEM104 MGST3 PPP1R9B CILK1 SLC6A5 YPEL5 UBALD1 AP1_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1_Q6_01 VWA7 SNCG S100A5 VAPA EFNA1 SYT2 ZBTB32 STAT5B MPV17 BTK MAGED1 DDX17 GAB2 SPATA16 GIT2 PIANP PI15 TENT5A CAPNS1 ZBTB43 ROCK2 LRRC2 PTPRH IQCF1 PIM1 PTPRR TSKU NUDT10 CAVIN3 NUDT11 SCEL DCTN2 DENND1B MAPK3 SMPX PDGFRB PRDM1 LAMC1 PLA2G2E TRAPPC3 ALDOA HOXA11 TRAK2 NDUFA13 BDKRB2 TAGLN2 RIMS1 EPHB2 SLC11A1 NECAB3 DUSP13 KLHL40 PPP2R2C MDFI GIT1 ORAI1 IL1RN ESRRG MAP7D1 MYOZ2 EPHA2 GGN ZFAND5 SEMA6B TBC1D10B ASS1 RGS2 RBPJ PKP3 MAP2 NOTCH4 MAP4 ZNFX1 TLL1 ZNF385B FGF9 XIRP1 TRPV3 GJA1 SLC26A1 MCTP1 KCNK10 GPX1 ZFYVE9 SNPH MYB LMOD3 USP13 SRPK2 MMP19 VIL1 RBBP7 FLNC CLC GAPDH FERMT3 EPB41L1 C9orf139 ANKRD22 GADD45G SLC26A9 KCNH2 ABCD1 ABHD4 ABI3 ITM2B PDAP1 STARD13 LINC00649 SQSTM1 PPP2CA RB1CC1 SBSN FBXW11 SNAP25 PHLDA2 DTNA CAPN6 CSNK1A1 IL6 BRD2 TEX19 SGK1 HCLS1 IL9 GJB3 LMNA HSPG2 KRT25 YIF1A ELAVL2 AP2A2 RAB30 PSMD12 GRIA1 TUBA4A TUBA1C PRSS22 TUBA4B TOB1 CTNNAL1 CRYGS TMEM156 CASK ITPKC CCDC50 UBQLN1 VCL DMPK TRIM47 TBC1D17 IDS PACSIN3 ANK3 PITPNC1 SCAMP1 NRN1L LRP1B NRDC DCLK1 NR0B2 DDIT3 RTL9 MAP4K5 IGSF8 ZNF516-DT UCN2 TIAL1 HSPB7 PSMA3 VAMP5 SDCBP ASB5 SMARCA2 HSPA9 ADAMTSL1 DIAPH1 KCNA2 TFE3 CSMD3 FBRS ABCA2 ELK3 AKT1S1 LAPTM5 DMKN FBXO44 AXIN2 CPNE8 LRRN4CL GABARAPL1 LPP EEF1A2 RPL23A AK5 ABCB6 RCAN2 EAF1 DYRK1A FABP4 SPTA1 RBM39 MPRIP OMG TNRC6A CLSTN3 METTL6 GABBR1 TMEM95 SYNGR1 VGF ZNF207 RNF144B APOBR PAK6 RAP1GAP2 PKN3 TRIM8 CCDC120 PSMD2 KLK12 LRRFIP2 SV2A PSMD7 BUD31 SEC24D IRAK1 EPN3 NRIP3 TENM3-AS1 GAST PCDH9 CAB39 VAT1 CHST1 EIF4G1 ATP6V1A TNFRSF9 EYA1 CAPN12 ATXN7L2 KRT86 KDM3A PSME4 KBTBD8 CNTD1 PPP1R15A REXO2 SNX10 UBE3A NDP NUAK1 DCN ANXA7 C1QTNF8 SYN1 LONRF3 NFATC4 NAA50 TNXB OLR1 NFRKB MAP1A SCRN1 ZNF771 ADGRF2 RNF145 GGCNKCCATNK_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCNKCCATNK_UNKNOWN HNRNPK HMGN2 ELAPOR1 PDLIM2 SYNCRIP ITSN1 RAB1A ZIC3 EPC1 KMT2E RAD21 PUM1 TFB2M RALA CREB3L1 SAR1B ITCH ADGRL1 STAG1 TYRO3 SLC12A8 CNST RXRB STRN3 CNBP ARID1A SOCS5 PPP1CC ZBTB40 HOXD4 COL1A2 VAMP2 MCTS1 ESCO1 MIOS TET2 TMEM187 PHF21B SFXN1 BCL2L1 HNRNPA3 ATP6V0C YBX1 HOXA2 RPS27 RPL4 FBXO9 SREK1 OARD1 TTC9C NIM1K RPS8 ABRAXAS2 RPL18A RGS3 SMYD5 CREBRF RBM39 CRYZL1 ARID4A RMI1 CCDC71 SPRY4 OSR1 SNPH ACTR8 PSMD8 TXNDC12 DLG2 EBAG9 PIGA ADAM11 ZWILCH KLHDC8B ADNP CD164 TOMM40L EIF4G2 PIGV ZNF362 KIF1B NCOA5 ARCN1 EIF4A1 ESRP2 RBM26 PATL1 NSD1 MATR3 NFYC NFYA NRBP2 IGF1R RPL32 SLC39A9 POU2F1 WDR13 SLC39A7 CD4 PAFAH1B1 CHTOP GEMIN4 FAXC BRD2 ERH CSRNP3 NASP UBE4B DPYSL2 AP4S1 RAB30 SFPQ LUC7L3 NSD3 OR3A2 GNL3L TOB2 RNF145 CLPB DYM KBTBD12 AP1_Q4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP1_Q4_01 ATP1B1 VAPA SNCB ADCY8 LTBP3 LRRC8E SYT2 AQP5 MPV17 FSTL1 BTK CYRIA DIRAS1 SPATA16 CDH23 GTPBP2 TENT5A C2CD2L PTPRN MIDEAS MARK4 TSR1 MARK1 SRSF2 SRPX2 PCYT2 PHLDB3 CXCR5 MNT LAMC2 LAMC1 PRDM1 DYNC1H1 ALDOA RBP4 GNAI1 HOXA11 VIT RIMS1 EPHB2 PEA15 CD68 SPATS2 DUSP14 C9orf16 WDFY3-AS2 FBXO2 RHBDF1 ESRRG TREX1 EN1 MYOZ2 COL16A1 PCDH17 ECM1 ZFAND5 LAMA3 RGS2 RBPJ PKP3 MAP2 MAP4 RIT1 H3-3B C15orf39 SYTL1 P2RX6 TLL1 BACH1 ABCF3 ZNF385B XIRP1 BNIP3 GJA1 SLC26A1 MCTP1 CAMKK1 RTN3 SLC24A4 BAG2 CYTOR MYB COQ8B LMOD3 TUBB4A SRPK2 GSE1 CLIC1 RBBP7 GTF2B C19orf33 GAPDH BLMH ANKRD28 EPB41L1 TAF15 TENT5B SLC26A9 KCNH6 RIN1 LYVE1 CRYBA2 GADD45A ADAM15 CSF3 USP3 RAB3D EPHX4 USP2 ABCD1 ABHD4 SFN ITM2B FRMD5 TMCC1 NR1D1 COL7A1 SQSTM1 LRRTM3 PPP2CA RB1CC1 CKMT1B BCL9L BAZ2A FBXW11 ETV5 PHLDA2 DTNA HCLS1 YIF1A KRT25 ELAVL2 LYSMD2 NRAS WNT7B CNTF EML3 RPS6KA4 IQSEC1 PSMD11 SLC16A6 GRIA1 SH3RF2 TOB1 LORICRIN CRYGS SKIDA1 MMP9 FGF11 ITPKC FGF12 GDNF CALB2 IL10 IL11 FAM81A PAPPA PVALB S1PR1 WNT6 RNF34 SCAMP1 BICDL1 CMAS RELA LINC02694 NR0B2 DDIT3 RTL9 MAP4K5 UCN2 HSPB6 TIAL1 HSPB8 LNX1 IGSF9 EMP1 ZNF436 COBL SLC38A3 MAMDC2 KCNA2 SSH2 TFE3 TINAGL1 ITGB4 CSMD3 FBRS ELK3 VDR TTC1 FBXO44 NDRG2 HBEGF HCN3 TRAF3 CSF1R AP2M1 XPOT NTN4 AK5 UBE2E3 CDKN1A HDAC3 SLC4A11 DYRK1A FABP4 FAM184A MYH14 RBM39 OMG PRX SYNGR1 PROSER3 PLBD2 RNF144B SEPTIN9 CCDC120 PSMD1 PSMD4 SV2B SHC3 SEC24D PLEKHH3 FOSL1 AKT3 PRR7 CHST4 PADI4 VASP CHST1 RELL2 DHRS3 ZPBP2 CA7 TYSND1 PSME4 MAPRE3 PPP1R15A REXO2 SNX10 ROM1 NDP HS3ST2 ANXA7 SLC35B1 MYBPH KRT8 MSI1 PSTPIP1 NEFH PLCD1 SYNPO ENO1 WDFY3 TNXB NCDN OLR1 C1orf21 ZNF827 PPP1R9B TMEM151A UBALD1 GKN1 AP4_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AP4_Q6_01 MLIP HMGN2 S100A8 MASP1 EFNA1 RORC SYT6 AGBL5 HOOK1 ADGRL3 PRMT6 USP54 GRIN2B GRIN2D BTBD3 CREB3L1 WNT10A MIR22HG MYH3 RXRG PREX2 TGIF1 NDNF ZNF385A MYO18A PNMA1 DCAF17 KCNMB3 NAGLU CDK5R2 BCL2L2 KCNJ2 CD72 PPAT EPHB2 SPATS1 STX17 DMD KLHL40 GIGYF2 SPOP DVL3 TRPC4 ABR KLF13 LGALS1 LINC01089 METTL8 MCAM USF1 GAS7 TNNI2 SHOX2 MLLT11 NOTCH1 CCDC191 RAPSN MLYCD HPCA RGS8 SYTL2 TMOD4 FAM98A GRK5 CHRNG BACH1 NEURL1 RAB5B ZMAT3 MYO7A FITM1 VWA5A CCNE2 KDM2A SPG21 BRD4 MYC TUBB4A ATF7IP ARHGEF2 HYAL2 ACTA1 JPT1 GPR37L1 MYCN CKM CCND2 ZMYND8 RIN1 AICDA CDC42SE1 GNB3 MOSPD1 MAP3K13 NEXN-AS1 RAB3A YWHAZ HSD3B7 H2AC7 IKZF2 RTKN NDUFAF3 ZNF646 CCL27 CLDN15 SUMO2 FNDC5 SORBS1 PPP3CB ETV1 NDUFA4L2 PPP3CA SYNRG CLEC14A GABPB2 EIF4ENIF1 H2BC3 GOLPH3L ITPR3 OR2L13 MEF2D DRP2 BNC2 RBFOX1 SVIL ORAI3 PPP1R17 NHLH2 TUBA4A MSS51 PAICS TUBA4B TRIT1 APOBEC2 PDGFB HJV TNNC2 FGF17 GRIK3 TGFB3 RASGEF1A FGF13 FGF12 PRKCB TRIM46 ANK1 ZMIZ1 PSIP1 VEGFA RBMS3 WNT6 ZNF593 TMEM109 TAZ RNF213 ALPK2 STIM1 YTHDF2 HES6 WDR81 RTL9 NUMBL TNNT2 HSPB6 DLL4 LNX1 SMARCA1 ASB5 TFAP4 KNCN SOX2 CSMD3 CCDC177 KCNS3 UBE2D3 HOXA3 QTRT2 NADK2 HID1 CSF1R PTPN7 BEST3 POLD4 NOSIP LURAP1L CDKN1B RSRC1 H3C3 H3C4 CHRD MYLK CADM2 E2F1 NDST4 CELF3 MYPN ZSWIM8 PROSER3 CBFA2T3 PAX1 KCNQ5 DES BARX2 GGNBP2 TRIM8 PCBP4 PTH1R GPR162 KIRREL2 DLG2 KLK13 CLIP1 NOL4 TUBB2B SOX12 MBNL2 PRKCG RASL12 ALK OR10J1 EYA1 HOXC12 PSD CNTN2 SEZ6 ACVR1 SPOCK2 NANOS1 CLVS1 CDH6 RPA3 TPPP3 IGF1R ANXA8 RGS12 PRRG2 MPPED2 ZNF668 MYCBP GFI1 RNF121 TMEM184A DALRD3 THPO ACTB ERF WBP1L PLPP7 RUFY1 FRMPD1 BRINP1 ISL1 WNT2B CADPS KCNN2 ZRANB1 SH3BP1 MYOD_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MYOD_Q6_01 FAM126A IGF2-AS ATP1B1 AGO1 HMGN2 DST RORC POLR3GL DCAF1 PLEC CD47 BDNF VPS13A RAB26 BCL7A PITX3 POLL ACAA2 MIR22HG YARS1 KIF5B CYP1A1 NOL4L MDGA1 CYP26A1 PKN1 PRPF38B TBR1 TSC22D4 DPCD DCLRE1C SPAG9 SERBP1 ESCO1 AGAP3 CDK5R2 ERBB3 MTX1 ITGA11 AKAP12 CSRNP1 KCNJ2 SORCS2 USP49 INTS9 DMD TSEN54 PPP2R2B PLAGL2 SLC44A1 SPOP GIT1 BMP1 CREBBP TREX2 SMAD3 EPHA2 GGN MLLT11 JAZF1 BCL6B CHRND ALG10 BMP7 PPARA NEURL1 MYL6B ZMAT3 TRPV3 ZNF710 KCNIP2 KCNK12 KLHL18 SLC24A3 DNAJC11 SEMA3F ZFYVE9 SMTNL2 PCGF1 ACAP1 FMNL1 HYAL2 ACTA1 TMEM255A FCMR POLR1D NAA15 MBD6 JPT1 ARHGEF12 ARRDC3 CLC DIDO1 COQ10A ELMO1 CKM ZC2HC1C GADD45G CDC42SE1 GNAS GNB3 KCNH2 ARL4A IKZF2 FHL3 NDUFAF3 MYCL MYCLP1 CYLD DGKD THBS3 PRSS12 SIM2 SELL IGF2 ELAVL3 FZD5 ELAVL4 ARL8B ITPR2 SOST UBTF GSK3B TUBA4A APBB2 APBB1 WDR20 NHLH1 NKAIN4 GRIK3 LNX2 FGF11 ANKRD2 CALB1 USP32P2 PACSIN3 PSIP1 WNT6 GPD1L DSCAM CASKIN2 KCND3 LBX1 RNF213 TAZ ACTN3 JSRP1 WDR81 RELCH ARHGAP36 CADM1 SPCS1 STMN1 TFAP2C ASB2 TFAP4 CELA3A GRB2 CELA3B TCEAL7 SIPA1 KCNA4 FBRS CCDC85B AFF4 RRAGC CORO2A VDR CDYL2 NDRG4 USO1 SFTPC NADK2 AXIN2 RUNX1 HBEGF HID1 FSCN2 GRIN1 NR4A1 DOCK6 FOXP4 PPIF RCAN2 GPR37 ITGA6 NCKAP5 ZIC4 CPNE1 CTR9 CACNA1H TMEM88 FBXO32 GARRE1 TMEM165 UBE2E1 SGIP1 PRPH CLSTN2 CLDN6 PRKAG1 TACR1 MXRA8 VGF RUNX1T1 ACOX3 KCNQ4 DCLK2 POU4F3 GPR162 IGF2BP1 IMPDH1 MT3 EGR2 PARP8 LDB3 LEF1 ARL5B HMGA1 SRRM3 HOXC12 PSD SHKBP1 CA7 ATXN7L2 CFL1 ESRP2 NUDT21 JMJD1C SEZ6 FHOD1 IRX6 IRX5 CDH2 KIF9 PRDM16 HRH3 REL SH3GLB2 RNF128 KRT8 PAFAH1B1 NFATC4 SLC39A5 CAMK2A DALRD3 SCG2 SPACA6 WDTC1 AHI1 WNT2B SLC17A3 SPEG HMBOX1 SP6 POFUT1 SPTAN1 OCT1_Q5_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/OCT1_Q5_01 CDX2 FAM117A CDX4 ARMCX4 PPP2R5C TPD52 ITSN1 ZC3H14 ADORA1 BTK HOXD11 KIF13A BDNF H2BC14 GAB2 H2BC12 ZFC3H1 FSTL5 PLA1A RARB RAB26 MAP2K6 SH3GL3 PHOX2B OPA3 RPP21 NSMCE3 CLCA3P CRISP1 ZHX2 PIM2 TRAF3IP2 SRSF2 PCYT2 OR8B8 SMPX PRDM1 FCHSD1 LRCH4 IQCB1 PLPPR2 PPP2R3A MGAT5B PFKFB1 ARF6 CSRNP1 SYVN1 NPHP4 STX12 IL25 DMD HOXA10 HNF1B LHX6 PPP2R2B SUGP2 BLNK HPCAL4 UPK3A C2CD5 FOXG1 DLX1 SEMA6C ATP2A2 SFRP1 SFRP2 TMOD2 H3-3B TLL2 CEP41 MAB21L2 UQCC2 TCF12 THAP2 OR10A5 GPR85 ITPRIP DIS3L MYBPC1 TSNAX PTEN CTAGE4 H2AC20 SERTAD4 C10orf71 APOBEC4 VGLL3 CCN1 ATF7IP LYN PCDH11Y PCDH11X SUCNR1 MMP1 COL25A1 ZNF362 PATZ1 SCML4 CSF3 H2AC4 H2AC6 CD180 H2AC1 EHF ZSCAN20 STAT4 LINC00649 TMCC1 GPM6A BCL2 ETV1 ZNF428 H2BC1 H2BC3 H2BC4 NOS1 TBXAS1 CSRNP3 ARMC6 PMEL DLGAP4 DLG2 GRIA3 MID1 FZD4 ASIC2 NRAS SEC22A LRRN1 CLRN1 H2AC12 H2AC14 CDH10 TP53INP2 DUSP6 GNA14 THRA LMO3 FGF14 SKIDA1 MANF RANBP3L FGF12 TCEAL1 HOXC5 RRAS FBXO24 WNT6 MTUS1 PDE4D FGF20 TRERF1 PTHLH ROGDI HOXD8 CADM1 VSNL1 SLITRK6 PRRC2A ASCL3 CES5A TSPAN13 ADORA2A MRAS ADNP2 CXXC4 SRF RCAN1 HOXA5 JUND HOXA7 TMSB4XP6 PCYT1B TMSB4XP8 ZNF423 PROKR2 TRAF3 TMSB4XP4 LPL KRTAP8-1 NIN SLC6A15 NEUROG1 FOXP1 SREBF2 FOXP2 HOXB3 SLC25A12 HOXB4 SLC25A35 HOXB8 PRICKLE2 HOXB6 H3C2 H3C3 EAF2 PHF6 CRYZL1 CADM2 E2F3 PAX6 PRRX1 CBFA2T2 ARHGAP4 TCP11L2 TCERG1L SPTY2D1 ATP8B1 RHOB TSC22D3 NXPH1 EGR2 NRXN3 TTI2 OTX2 BCORP1 PIGT LDB2 PCDH8 TSPYL2 NRXN1 ALK DAPK3 KANSL1L CDK2 LCOR RTTN RXFP1 EYA1 CD86 TAS2R13 HOXC11 NRL AMER1 C12orf57 UBE2S IRX4 EDA GALNT1 VPREB3 NDP NFYB GPRC5B CCDC116 ODAPH GPR4 ALDH1A1 SYNPR REL MPPED2 POU2F3 SPRR2B POU3F4 MSI2 BRINP3 TAS2R40 CD40LG CNNM4 DPYSL3 SCOC DPYSL2 ISL1 ANXA2 SH3BGRL RDH11 GRHL3 IGSF21 KCNN3 LIPG MED16 SP6 CRACR2B EBF1 NFIA KBTBD12 SP1_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SP1_Q6_01 STARD13 AJUBA PGF PLEKHM1 LRRC8E EFNA3 PPP1R36 ACBD5 AGBL5 MAP3K6 ERO1B RND2 RAB26 CRY1 MAP2K7 TMED10 BCL7C PRMT1 PHOX2A MIR22HG EFNB3 EMSY RCOR2 C2CD2L KAT5 GLTP SRSF2 PITPNM1 PCYT2 NAV1 SCYL1 TAGLN PIAS3 HTR7 FLII ZNF768 PIAS1 MAPK7 KAT2A EPS8L2 ADSS2 PLPPR2 CHKA CDK5R1 RTF1 PDIK1L FDX1 ELL BCL2L2 SNAPIN MYO19 TAGLN2 CDC37 ACE DRAP1 NECTIN2 TCF4 SLC46A1 KLF5 NTF4 BRI3BP ZNF524 GAS7 GGN C2CD5 UNC45A NOTCH3 RABEP2 ATP2A2 LASP1 LYRM1 KLF2 MARCKSL1 LZTS2 SPAST ACSF2 ADCK1 FAM160A2 ANKRD12 ANP32A EVI5L GOLGA3 INPPL1 SEPTIN4 SLC8B1 FOSB SERINC2 SENP1 SYT9 XPR1 KANK2 ADAM17 AP5B1 MAP3K11 ADAM15 PTOV1 ZNF48 EEF1DP3 POLR2I TMUB2 DGKA FRMD5 RASSF7 PER1 PEX14 BCL9L SPATA6 SYNRG C11orf68 TLX2 UBE2O RAB2B SHMT1 UPF2 NLK TRIM28 ELAVL3 COA7 POLR3E EML3 CSNK1D LMNTD2 RBFOX1 C12orf66 RAB35 DCAF4 CALM3 ABCC1 PTCH2 C1orf122 S1PR5 FGF11 CSPG4 TKFC NPAS4 CXCL12 TGFB1 IQGAP1 SMARCD1 SLC2A1 DNAJC4 CHAT NET1 MIEF2 PITPNA RELA NUFIP2 RELB HES7 TIPRL ST6GALNAC3 ERC1 WDR81 ASCL2 HSPB9 CBLN1 TIMELESS SMARCE1 CADM1 CPD STMN1 VAMP2 TMEM256 ME3 ELAC2 CPSF7 GRB2 RHBDL3 SIPA1 MAP4K2 CCDC85B C1orf43 LLGL2 OAZ2 ECE1 SLC35F5 SLC30A3 HCN4 HID1 PARD6A GABARAPL2 TBCB GIPC1 MYO1C PTPN2 LIMA1 TEAD2 IDH3A SUV39H2 CORO1C EPS15 PSMC6 ULK1 PHF23 CACNA1A EFCAB13 PUSL1 NXPH4 DUOX1 ASPHD1 ACER3 SDHAF2 SLC1A2 KCNQ4 MAZ PPM1J PAK4 YRDC LOXL4 IGF2BP1 SEC24C RHOG PIGW OTX1 DDB1 LDB1 KTN1 PIP4K2B POLR1G VASP PIGN PGM2L1 PIGV HOXC13 BTBD10 SEZ6L2 UGP2 ROM1 IRX3 FKBP8 KLF11 UBALD2 CAMK2G NFYB TMEM150A APLP2 GPR3 APLP1 SMOC1 CYP26B1 NFAT5 CNNM4 WNT2B CLPTM1 DET1 CTTNBP2NL SLC18A3 PCGF2 SP1_Q4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SP1_Q4_01 ALS2 STARD13 AJUBA SLC9A6 VKORC1L1 DCUN1D4 DCAF1 MYLIP AGBL5 MAP3K7 ERO1B WWP1 DDAH2 CRY1 BHLHE41 BCL7C PRMT1 PHOX2A MIR22HG RCOR2 EMSY ANKS1A ARRDC1-AS1 GRIN2A RAP1GDS1 C2CD2L PPARGC1B GLTP PIAS3 HTR7 FLII ZNF768 PIAS1 KAT2A SUPT6H FUS PLPPR2 CHKA CDK5R1 RTF1 PDIK1L GPRASP1 SNAPIN CDC37 PPP1R3D ACE DRAP1 LHX3 TCF4 SLC46A1 HAP1 NTF4 KLF13 OSBPL9 GAS7 EPHA1 GGN RABEP2 CCDC74A CNPY4 ATP2A2 DMTF1 LASP1 BCL6B LYRM1 NACC1 GK KLF2 COPS5 SPAST NUB1 WHRN PHF21A ADCK1 KDM2A ANP32A GOLGA3 MRPL2 HYAL2 ARHGEF1 ZNF282 RBBP7 MXD4 HNRNPDL TAF11 SENP1 SYT9 PTBP3 SNX18 KANK2 SH3KBP1 FKBP14 MAP3K11 DHH TAPT1-AS1 ABHD1 CLDN11 KLC4 BCL11B PER1 PEX14 SPATA6 TLX2 C11orf68 UBE2O RAB2B ING2 UPF2 SWAP70 NASP NLK CS TRIM28 FIS1 L1CAM ASIC1 EML3 CSNK1D MACROD2 JADE2 PTCH2 CCDC136 S1PR5 TRMT1 RAB9A KCNC3 GNA11 PRICKLE3 TKFC FGF12 NPAS4 IQGAP1 KLHL7 WNT2 FNTA CGGBP1 SMARCD1 PLEKHA8 GNL1 CHAT MIEF2 PITPNA RELA HES7 TIPRL ERC1 CDKL5 WDR81 ASCL2 HSPB9 ARHGAP36 CBLN1 TIMELESS SMARCE1 CADM1 SMARCA5 CPD STMN1 VAMP2 TRIM27 AHNAK ME3 TMEM256 ONECUT1 GRB2 TLCD4 SOX2 SIPA1 MAP4K2 BMPR2 PTK7 SNX2 ELK1 FAM217B TIMP3 OAZ2 PRR3 PRKRA TEF NDRG1 SLC35F5 HCN4 TAF6 EPB41 PTPN2 KCNB1 TEAD2 FOXP4 CORO1C PSMC6 HOXB7 SMIM19 CTR9 PHF23 CACNA1D FBXO36 CACNA1A CADM2 HDAC6 CACNA1B NXPH3 EFCAB13 NXPH4 FBXL19-AS1 FEV ACER3 KCNQ4 PLEKHB1 POU5F1 PAK4 LOXL4 IGF2BP1 CCDC74B NRG2 RHOG LDB1 DDB1 SOX12 KIF16B KANSL1L PMM1 SH2D3C HIPK1 NCOA6 RBM4B UGP2 ROM1 FKBP8 ING3 KLF11 NEFM CAMK2G NFYC TMEM150A APLP2 GPR3 HRH3 AP3M2 CYP26B1 NFAT5 MRPL49 POU3F2 CHD6 MIR17HG CREB1 BAD CDC25A TAPT1 WNT2B SLBP SH3BP5 CELF6 UTP18 KCNN2 CTTNBP2NL SLC18A3 TRPC4AP LPCAT3 PCGF2 SP1_Q2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SP1_Q2_01 AJUBA STARD13 AGO1 DCUN1D4 PHF20 DCAF1 AGBL5 HS2ST1 ZFP91 BDNF ERO1B FSTL5 TIGD4 RAB26 CRY1 BCL7C BHLHE41 CDH24 PRMT1 PTPRJ INA PHOX2A MIR22HG OSBP2 EFNB3 EMSY CRYAB RCOR2 RAP1GDS1 GRIN2A C2CD2L HCFC1R1 SPAG9 INO80 PIAS3 HSD11B2 ZNF768 CHKA CDK5R1 RTF1 PPP2R3A ERBB3 PDIK1L TAL1 ACE LYL1 DUSP15 FBXO3 MN1 HAP1 DNMT3A KLF7 NTF4 KLF13 OSBPL9 KLF16 EN1 ARFIP1 GAS7 GGN DDX6 MLLT11 NOTCH3 NTRK3 DLX3 FLVCR2 ATP2A2 LASP1 TMEM131L BCL6B PPRC1 LYRM1 TCF12 RANBP10 FGF5 KCNIP2 CAMKK1 RTN3 FBXL19 ADCK1 PHF21A ANKRD12 ANP32A KDM2A EVI5L NR2F2 ZFP36 KCNMA1 HYAL2 ADAM10 ARHGEF19 CSRNP2 MXD4 SYT9 SNX18 CDC42SE1 MAP3K11 TSNAXIP1 PPFIA2 MECOM FUT8 POLR2I CLDN11 ZNF687 BCL11B BCL3 PER1 NDUFA4L2 BCL6 BCL9L ETV5 PHLDA3 UBE2O ING2 RAB2B UPF2 TBX3 TBX2 NLK TRIM28 SMG6 ACLY FZD2 GABARAP ASIC1 TADA3 GFRA1 PTCH2 S1PR5 ENAH THRA FGF11 NPAS4 FGF12 WNT1 CGGBP1 SMARCD1 SELENOF CHAT LINS1 PI4KB PITPNA RELA RELB SIX4 TIPRL ERC1 WDR81 NUMBL PTHLH ASCL2 CBLN1 TIMELESS CHPF CADM1 HSPB2 RNF24 NFE2L1 VAMP2 SLITRK5 ASB7 WNT5A TMEM256 CPSF7 ONECUT1 GRB2 SIPA1 SOX2 MAP4K2 SNX2 ARPC4 SESN2 OAZ2 TEF SRR SLC35F5 HCN4 MSANTD2 TBCB PTPN2 EFEMP2 KCNB1 CORO1C HOXB7 CTR9 PHF23 FBXO34 GLI1 CACNA1D CACNA1A CADM2 NXPH3 BMI1 NXPH4 CLSTN1 FBXL19-AS1 PAX2 FEV SDHAF2 DES PAK4 FAM117B LOXL4 PAK1 IGF2BP1 NKX2-1 RHOG AKT2 NOL4 GSC LDB1 PIP4K2B IRF2BP1 KANSL1L ADRB1 HIPK1 NCOA6 RBM4B ZNF414 UNC80 KDF1 CAMK2G EGLN2 CDH2 CDH3 TPM4 APLP2 GPR3 SCARF2 HRH3 NFAT5 MRPL49 CHD6 BAHD1 ERG CREB1 BAD TM9SF3 SH3BP5 CLPTM1 THOC6 UTP18 SP3 KCNN2 DET1 CTTNBP2NL SLC18A3 FAF1 GGA1 PCGF2 NFAT_Q4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/NFAT_Q4_01 HMGN3 ATP1B3 SYT4 CYP2D6 RORC STOML2 LUZP1 AMOTL1 UXS1 HOXD10 FLI1 PLOD2 RAPGEF6 RND2 OGT STAG1 BHLHE40 PITX2 MIR22HG PHOX2B STC2 ZHX2 SPAG17 EOMES ZNF503 PRPF38B ZFHX3 CAVIN1 MAPK4 KRT14 STC1 ZNF768 PRDM1 EXT1 MRPL45 MDH1 PPP2R3A FDX1 GRK2 VIT CD72 PPAN ZNF675 SH3RF1 UBE2Z HNRNPH3 IL1RAPL1 PLAGL2 SREK1 KLF5 KLF13 MAP2K3 PCDH10 PCDH17 GAS7 KRT8P41 PRRG4 ABRAXAS2 SHOX2 GNGT2 TCTA RGS3 KCNJ8 PKP3 TRPS1 TSHZ3 MITF ZNF710 LTC4S ACER1 TYR PPM1K CCDC91 PTGES USP12 ANP32A WFIKKN2 CALN1 SEMA3A MIER3 ICAM1 SRPK2 FLOT1 ANP32E OVOL2 ZNF143 ARRDC3 PPP4R4 OTUD7B PROK2 CHRDL1 MAST2 ANKRD28 SERPINB7 C1QL1 SGCD ZMYND8 ORMDL3 LIMS1 FOXO4 ECEL1 USP2 ZBTB10 ABI3 FHL5 ARL6IP5 CCDC140 EXD2 RUSC1-AS1 KCNE2 ETV1 SNAP25 HTR3B IL4 RNF220 JARID2 PTPRZ1 TBX4 PAK1IP1 HSPG2 PDZRN4 MRPL30 SLC16A6 C12orf50 BNC2 ORAI3 ZBTB5 ZBTB2 NR5A2 TJP2 KCNJ5 TOB2 IL2 PBX4 APOBEC2 XPO1 FGF14 PDE3B IL13 CASK RASGEF1A KLHL4 GTF2E1 PACSIN2 TIAM1 GATA4 CTDSP1 SLC4A2 KMT2C SCAMP1 TTLL6 BICDL1 TRIM63 NRN1L MRGPRF VAX1 TRERF1 WDR81 PTHLH SLITRK1 MAP4K4 PSMA1 SLITRK3 VAMP8 FCRL2 SDCBP TNFAIP1 FXYD2 TFAP4 SOX3 CNIH2 MITD1 PHKA1 SOX5 STIP1 CNTFR ELK3 CCL5 SOX9 ST8SIA1 ISYNA1 TAGAP HOXA3 DDX3X EHBP1 TFDP2 AUTS2 ZNF800 NDRG2 B4GALT5 KIRREL3-AS3 IFT20 EPYC NR4A2 TEAD1 NR4A3 FOXP1 FOXP2 HOXB4 HOXB2 ZIC4 NFKBID PHF6 CADM2 SLC5A3 TMEM108 IER3 E2F3 SORBS3 DICER1 PAX3 SLA VN1R3 KCNQ5 FOS GPC3 PAK3 GSN RHOA NFIL3 KIRREL2 KIRREL3 RABL6 LIMK2 MBNL2 MAN1A1 NRIP2 PPM1D CTSK DHRS3 DEF6 NREP NKRF DPF2 ABLIM2 NDP NR3C2 TPM3 UBR5 PLPPR1 RASGRP4 RNF128 NFAT5 HS6ST3 FEZF2 GFI1 NEDD4L BRINP3 GPR107 GSTA4 HNRNPC SNX25 DTX3 SCRN3 CREB5 UTP18 SLC6A5 AKR1B1 JPT2 NOTUM EBF1 ID3 CUEDC1 POFUT1 IGFBP3 SMPD3 IGFBP5 GGCNNMSMYNTTG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCNNMSMYNTTG_UNKNOWN STK35 PRRX1 RAB1B CCDC71 SPRY4 RAB1A EPC1 RAD21 ELOVL5 PUM1 RALA ACTR8 ADGRL1 STAG1 KMT2A SCRT2 MIR22HG ADAM11 STRN3 ADNP MAN1A1 HES6 PPP1CC CD164 PCDHGB5 PCDHGB4 TOMM40L WDR81 EIF4G2 ZBTB40 PIGV KIF1B EIF4A1 ARCN1 CAMK1 CUEDC2 MIOS CEP95 REPS2 TET2 LRMDA NFYC SFXN1 PHF21B ATP6V0C YBX1 HOXA1 HOXA2 TMEM9B WDR13 PAFAH1B1 CD4 BCAS3 CHTOP GEMIN4 BAHD1 AP2M1 EEF1A1 PLP2 OSBPL2 NASP UBE4B NR4A2 DDX5 AP4S1 RPS8 RPL18A SEC31A SFPQ SMYD5 LUC7L3 KCNN2 MEX3D CDC42BPB CLPB MEF2_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/MEF2_Q6_01 NOG SLC9A5 SCN3A ATP1B2 ADCY6 HDAC7 AQP1 DIRAS1 STAC RARA PRMT3 MAP2K5 PI15 ARHGEF38 TYRO3 CNTLN RCOR1 LRRC2 CRTAP MYH6 SSPN ZFHX3 TBR1 PPARGC1A DCTN1 UNC13D COLQ ARMCX6 JUN LHFPL1 PDGFRA WFDC1 CAMK1 SMPX TSC22D1 GRB14 CLCN1 ALDOA PABPC4 TRHR TRAK2 KY STRADB RIMS2 MYO9A LIF YJEFN3 DMD KLHL40 KLB RIPOR1 CDC42EP3 SLC44A1 PLAGL2 MACO1 ANKMY2 ZC3H11A MYOZ2 FXR1 ZFAND5 EPHA7 KCNJ9 ATP2A3 JAZF1 GRK7 RERE SLC16A13 ZNF385B XIRP1 DPP10 MITF FITM1 STAC3 WBP4 ART3 ART5 C10orf71 ANGPT2 VCPKMT USP13 LRRC20 ADAM11 RAP2C CTBP2 LYN INPPL1 CIAO1 ATXN1 H1-6 SLC26A6 CKM ZNF362 SLC26A9 GNB4 PYY2 NEXN-AS1 CD180 H2AC1 USP2 EPHX4 GET4 CLDN14 ARL6IP5 CNMD TCEA3 CKMT2 PER1 ETV1 PRKAA2 SNAP25 H2BC1 CPT1B DZIP1L NLK DGKI VEZF1 ELAVL4 CAPN3 MID2 ASIC2 BNC2 GYG1 RALY SLC8A3 HJV TNNC2 TNNC1 RASGEF1B CASK NCAN FGF13 FGF12 IL10 SLC2A4 AAK1 GATA4 TFB2M ASPH LGALSL CARTPT CNST LBX1 SCUBE3 MFGE8 NR0B2 TNNT2 SLITRK1 ZNF516-DT TMEM127 TRIM33 RASGRF1 DLL4 SIX1 ARHGEF37 HSPB3 COL1A1 SMARCA1 KLHL41 SMARCA2 PACS1 TSPEAR CELA3A MYL2 MYL1 SOX5 KCNA7 PPP1R16B GPR27 TEF RHOBTB1 DNAJA4 B4GALT1 GABARAPL2 EEF1A2 SLC6A13 JCHAIN CACNA2D3 TPBG FOXP1 FOXP2 P2RX5 HDAC4 NEDD4 ITGA7 RFX3 MAFA GPER1 PRX UBXN10 AMMECR1 BZW2 PAK6 FRMD4A KCNQ5 LRRC8C IAPP TPP2 RHOB SV2A DLG2 PTCHD4 FILIP1 SCAI ESR1 KTN1 PCDH9 MBNL2 GAN ARHGAP26 TRDN TMEM71 PRRC2C HIPK1 HIPK3 CA7 TNNI3K CNTN1 ZFPM2 INPP4A ZADH2 KBTBD8 KPNA3 CASQ1 CASQ2 TMEM182 PPP2R2A MORC4 HS3ST5 HS3ST2 NDP LRMDA CTNND2 PPM1B TPM2 PMEPA1 HS6ST2 MYOG ADAMTS12 COL8A1 WBP1L PLPP7 ACTC1 COL13A1 TP63 KCNN1 CUX1 NIPBL AKR1B1 POFUT1 RNF145 CP2_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/CP2_02 LTBP1 CDK14 ARMCX4 FAM20B EFNA3 PPP2R5C TRIM62 AQP6 CITED1 SHB EPC1 BDNF FLI1 KIFAP3 BEX3 DDAH2 PITX2 WNT10B KIF5A RCOR2 PDS5A TMEM164 PRPF38B PKN1 MIDEAS KAT5 DCUN1D3 GLTP PRDM4 CORO6 MAPK3 NEK8 RYR1 MNT ZNF385A TSC22D1 RAB10 TXNDC17 ZC3H10 QRFP TFCP2L1 HSPA1A HSPA1L ARX LHX2 IL1RAPL1 CDC42EP3 PTCRA PPP4R3B BMP4 ODC1 HPCAL1 MACO1 RHBDF1 TGFBR2 NTRK3 KCNQ1DN RNF207 AP001372.2 LYRM1 RGS8 NACC1 H3-3B SRMS SLC9A1 BACH1 LZTS2 FGF9 ZNF532 TRPV2 ZNF767P ATP10D RTN1 NISCH STAC2 CILP2 CAMKV CAP1 NR2F1 LYN FLOT2 PCDHB4 ADNP RBBP6 MMP11 KLHDC3 MAST2 GNAQ RPL41 SLC26A9 GNB3 KCNH2 PPFIA2 ENKD1 DHH CRYBG2 NNAT ZNF367 NDUFAF3 ESYT1 STARD13 ZKSCAN7 NR1D1 MRPL14 BCL11B TBC1D5 ETV1 TLX3 KCNE3 CAPN6 MOGAT2 TBX2 CS VEZF1 GABARAP MID2 YWHAG RAB30 MACROD2 RASSF1 GSK3B UBA1 DUSP6 KCNC2 TRMT1 PLXNA3 ARL6IP6 TNNC1 TUFT1 IER5L MORF4L2 PAPPA FFAR2 SLC25A28 PRKACA DSCAM SCAMP5 SCUBE3 ACTN1 TRERF1 JUNB IL11RA DDIT4 PTHLH HIF1A ARFGEF1 PODN FBRS NHS MDK CCDC177 GMPPB PPP1R16B ZEB2 CHMP4B TMEM47 DYRK2 HBEGF TRAF4 UPK2 HECTD1 ANKRD13B COX8C FOXA1 FOXP2 SLC25A35 SLC25A14 NRF1 MEA1 HOXB6 CPNE1 ADRA1A RHBDL1 KCTD15 DNAJB1 GRB7 PHPT1 TLN1 RD3 CLDN4 TSHZ2 ZSWIM8 PRKAG1 GSX1 STIP1 PAX2 FEV FRMD3 PAK5 GPC3 ARHGAP5 TRIM8 AIFM3 TSC22D3 NBEAL1 EPN3 NOL4 NRXN3 CNTN6 PRKCH AAMDC LDB2 RAB5IF ALDH3B1 NRIP2 ARHGAP26 KIF1C DDR1 PLEKHN1 CUTA CA9 DEF6 ATXN7L2 PTCHD1 TSPAN7 PATL1 MAPRE3 FKBP2 IRX3 MAB21L3 GPRC5C CAMK2G CALD1 MINK1 LRMDA HCFC1 CPLX2 CTNND1 DBNDD2 TPPP3 C1QTNF5 RTP1 LSM12 NFATC4 RNF121 DCX CHD4 DALRD3 SLC2A9 FAM170A FOXL2 MRFAP1 CREB1 RSF1 XPNPEP1 TLCD1 CELF6 PPP1R9B GRHL3 SPEG DSC2 CRK KBTBD12 AR_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/AR_02 LINC00472 LARP4 FGF17 ADCY6 IKZF2 SLC7A8 CD52 CHCHD7 WT1-AS TNS2 KCNJ1 GOT2 PHF21A FIGN SMOX BCL6 LOX SLAIN1 SCNN1A SREK1 PHC2 IP6K2 PLAG1 TXNIP RBM24 TRIM63 NCDN IL27 ADNP PPP1CC KCTD4 TIMM8A RELCH EPHA7 RWDD1 ZMYND8 SPTBN1 DNAJB4 CFAP65 CIART PR_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PR_01 CCDC126 PDGFB LARP4 MSTN RBM3 FGF17 ADCY6 STK35 SLC7A8 RAB1B SYNCRIP WT1-AS CNGB3 GDNF HOXC6 KLHL5 BDNF WNT4 USP54 HOXC4 FSTL5 HOXC5 RNF38 BHLHE40 TYRO3 GSDMA SLC12A8 TRIM63 IL27 MYH4 C2CD2L PPP1CC FRA10AC1 PROX1 NCKAP5 TIMM8A RELCH ARMH4 CD36 CEP57 AGAP2 VAMP2 CASZ1 ADAMTSL1 GRB2 PABPC5 GIPC2 CHCHD7 KCNJ1 OTP FADS6 HOXA2 TMEM86A HOXA5 ADGRB3 SKIL FBXO9 DNAJA2 SREK1 TECTA PLAG1 MTMR10 TIMD4 KCTD4 ARHGAP32 KCTD6 EMILIN1 EPHA7 ARSG ITGA6 RGS3 ETS1 RWDD1 HIVEP1 MPRIP PMCHL2 PDZD9 GREB1 NDST2 LARP1B HEPACAM2 FES PMCHL1 TNS2 DSTN MBP ARHGAP6 RANBP9 ZNF654 DLG3 WFIKKN2 RTL3 TSC22D3 JPH1 AMY2A FAM76B TUBB4A IP6K2 TNIP3 KHDRBS1 ATF7IP ZP3 SRGN TEX35 OTX2 ADNP PCDH9 PCDH8 TIE1 ELMO1 SENP3 SDC1 NCOA3 SLC26A7 SEMA4C ZMYND8 JMJD1C PIEZO2 NSD1 KCNH5 MIA IKZF2 CD109 RTKN EPG5 TSPAN33 CD52 TRIB2 CYLD FIGN LRRTM3 BCL6 BRINP3 SCNN1A WNT8B RBM24 NCDN FAM189A2 DLG2 ELAVL4 ZNF775 RAB30 PYGM RAB37 SLC17A2 NIPBL AMOT RCN1 NHLH1 GR_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GR_01 CCDC126 DST EFNA1 ADCY6 SYNCRIP RAB1B SRSF6 ACBD3 BDNF USP54 FSTL5 BHLHE22 LAMTOR3 BHLHE40 SLC12A8 MYH4 UBR1 LUC7L3 NCKAP5 PROX1 CD36 ATG2B PRDM1 CASZ1 GCNT3 ENPP2 CA5B DUSP10 KRT20 PXN OTP KCNJ1 TMEM86A ADGRB3 PSENEN SREK1 KLF5 TLCD3B MTMR10 TIMD4 U2AF1L4 EMILIN1 DLX3 DLX2 EPHA7 ETS1 RGS3 WDR49 TCF12 RERE SLC9A1 TBL1XR1 PMCHL2 ZNF532 CPEB4 LRRC17 HEPACAM2 PMCHL1 KCNK10 BHLHA15 SH2D1A PHF21A ZNF654 WFIKKN2 SEMA3A JPH1 AMY2A TUBB4A ATF7IP SRGN TNMD ADNP TIE1 RBBP7 ELMO1 EPB41L3 SENP3 SEMA4C ZNF277 ZMYND8 WNT9A DOLPP1 SEM1 NSD1 MIR7-3HG KCNH5 CER1 IKZF2 EPG5 CD52 CYLD LIN54 SORBS1 BCL6 FEN1 WNT8B EIF4ENIF1 SHISA6 GPBP1 NLK PAK1IP1 TMEM258 ELAVL4 ITPR3 OR2L13 PYGM RAB37 AMOT HTR2C LARP4 TNNC1 RBM3 FGF17 STK35 MBIP GDNF CNGB3 ZIC2 HOXC6 KLHL5 WNT4 GATA3 HOXC4 RNF38 PUM2 LOX LGI1 DNAJC3 GSDMA TRIM63 NUFIP2 PPP1CC RELCH KLHL23 DLL4 EEF1B2 ADAMTSL1 GRB2 RBX1 HOXA2 TSSK3 C9orf131 SKIL DNAJA2 TEAD2 KCTD4 DOCK4 CDKN1A VCP ITGA6 HOXB7 CXCL14 NEDD4 HIVEP1 CPB1 E2F4 NDST2 KIZ PRRX1 FES TNS2 PAF1 DSTN MBP HAUS4 CD96 ARHGAP6 RANBP9 KRTAP11-1 RANBP6 CALCRL RTL3 NDUFS1 TNIP3 IP6K2 KHDRBS1 FILIP1 OTX1 PARP8 G3BP2 PCDH8 MBNL2 NEXN SLC7A11 SDC1 KANSL1 JMJD1C UBE3A CTNND2 WBP11 FIGN BRINP3 SCNN1A SLAIN1 MPZ NCDN MAP1B FAM189A2 ISL1 ZNF775 NIPBL CUEDC1 RCN1 AR_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/AR_03 LARP4 CPEB4 ADCY6 SLC7A8 UVRAG RAB1B SYNCRIP HEPACAM2 TNS2 KLHL5 BDNF RANBP9 PHF21A USP54 ZNF654 FSTL5 SMOX RTL3 JPH1 AMY2A IP6K2 KHDRBS1 GSDMA TRIM63 ZP3 ADNP RELCH CCDC6 MAP4K5 SDC1 WNT9A NRGN NSD1 KCNH5 IKZF2 EPG5 OTP KCNJ1 ADGRB3 BCL6 C9orf131 SLAIN1 SCNN1A SREK1 RBM24 NCDN NLK ELAVL4 DLX3 ITGA6 CXCL14 PYGM SMYD5 DNAJB4 RCN1 CIART RERE SLC9A1 PR_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/PR_02 CCDC126 DST LARP4 PDGFB FGF17 RBM3 STK35 ADCY6 SLC7A8 SYNCRIP RAB1B WT1-AS ACBD3 BDNF KLHL5 WNT4 USP54 FSTL5 RNF38 ZNF395 SMOX LOX LGI1 TRIM63 MYH4 FRA10AC1 LUC7L3 PROX1 NCKAP5 RELCH ST13 CD36 CD101 SMPX AKAP3 PACS1 ADAMTSL1 EEF1B2 GRB2 CA5B SOX5 DUSP10 KRT20 PXN OTP KCNJ1 SKIL C9orf131 FBXO9 SREK1 TECTA XPNPEP3 GABRA6 TIMD4 KCTD4 DOCK4 DLX2 EPHA7 LAMA4 CDKN1A ITGA6 CXCL14 ETS1 RGS3 NEDD4 RWDD1 SPTBN1 CPB1 RERE TBL1XR1 PDZD9 NDST2 ELF5 CPEB4 PRRX1 UVRAG FES TNS2 MBP KCNK10 DSTN HAUS4 RANBP9 ARHGAP6 SH2D1A KRTAP11-1 ZNF654 DLG3 CALCRL SEMA3A RTL3 JPH1 AMY2A NDUFS1 VCPKMT PHC2 IP6K2 KHDRBS1 ATF7IP ZP3 OTX1 SRGN OTX2 ADNP UBE2B ELMO1 PIGV SDC1 ZNF277 SEMA4C ZMYND8 DOLPP1 NSD1 MIR7-3HG KCNH5 IKZF2 ZFHX4 EPG5 CD52 FIGN LRRTM3 BCL6 MPC2 SCNN1A WNT8B EIF4ENIF1 MPZ NCDN NLK MAP1B RAB30 PYGM NIPBL ID3 OPN3 ER_Q6_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/ER_Q6_02 ALPG STAU1 MASP1 CDK14 EFNA3 FAM20C STOML2 HIBADH IRF2BPL BDNF CEP97 BTBD3 FOXF2 GRID2 MAP2K7 PITX1 OSGIN1 C7orf33 MCRS1 BRAF CNTLN RCOR2 KIF5A LINC00487 EFNB2 CYP26A1 BCL2L13 SRSF3 DCTN2 SPAG9 CD37 ADAMTS8 UHRF2 MNT SIRPA MTX2 PLEKHG6 CHCHD4 TMEM43 RIMS4 LAMB2 HTATSF1 HOXA10 UBE2K FH ESRRA TCF7 IL23R HPCAL4 CLUH CSRP3 DCHS1 KCNK4 PCDH18 EPHA7 ZMAT4 RGS7 SLC16A13 SCHIP1 ZBTB33 GFAP JPH2 MYBPC2 ELF4 ZNF532 KCNIP4 YBX2 SCT EFHD1 CYP39A1 STAC2 MAP1LC3A NR2F6 SLC25A3 ATP5PO SLC22A6 CTU1 FMNL1 ASTN1 RAP2C ZDHHC5 PRG2 OVOL2 MYADM GRM1 DACT2 STEAP2 PLA2G5 REV3L LEFTY2 ALPI FHL1 EPG5 CLDN12 ZFP36L1 FSBP CKMT1B DTNB SLC4A7 BCL6 SLCO3A1 SPATA7 TBX6 PNLIPRP2 TBX5 ELAVL1 GRIA4 MID1 FZD4 TEX12 MEF2D DUSP3 NRSN2 CNTF SLC16A6 GFPT2 SSR4 CCDC136 SLC8A3 XPO6 CRABP2 ELAPOR1 MANF IL17RE FGF12 PARP6 COX5A CDHR5 WNT2 DAB2 KMT2E IDH3G GATA4 VEGFA SLC25A27 SATB1 PLXNB1 MADD NUFIP2 LEFTY1 CDKL5 COX6C ASB8 NKX6-3 TIAL1 SNTG1 TFAP2C STMN1 SMARCA1 ARFGEF1 LRPPRC FGFR2 SYT17 GAL3ST3 CAMTA2 HMGB3 FGFR3 ADAMTSL3 TNFRSF12A GLUD1 ONECUT2 SOX2 COX7B TET1 CCDC88A ELK3 GREM1 ATP6V1B1 KLHL34 NR2C2 TMEM38A FBXW7 HOXA3 ITGB8 HOXA5 PPP4R3A NDRG2 GABARAPL2 B4GALT2 MAFB EEF1A2 TOMM40 TINAG IDH3A DOCK4 CDKN1A GCM1 PHF1 SLC7A3 RFX1 TLN1 UQCRC1 NXPH4 MAST1 CYC1 NR6A1 PAX6 RHOQ COPRS PSD3 BZW2 POU5F1 KIRREL3 EPN3 GABRG2 NOL4 CCDC9B MMEL1 PLD5 SOX12 TEX35 PIP4K2A TIMM23 EYA3 RELL2 PPM1E CUTA BTG2 CAPN12 HOXC13 HIPK2 COMMD3 MAPRE1 AOC2 LCP1 C3orf18 ST3GAL1 TMEM270 ADAMTS14 SPOCK2 ADAMTS15 MINK1 CPLX2 DBNDD2 TCF7L2 UBE2R2 GPR3 TPPP3 TMEM106C MPPED2 CHD2 MROH7 INPP5F NEFH CDK13 DCX NDUFA5 CEBPB CREB3 CYP21A2 HCK CNNM1 MROH5 UTP18 HPX SMPD1 CHMP3 FBXL22 SH3BP1 PR_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/PR_Q2 ADCY3 HMGN2 LTBP3 HTN1 RAB1B LEMD1 MXI1 PAN2 SEPTIN7 SHH ZNRF2 SYP BDNF USP54 PICALM GRIN2B CCN2 WWP2 BHLHE22 H2AZ1 LAMTOR3 PDHA2 OPTC TYRO3 SIT1 CCAR2 LRRC74A C2CD2L TMEM164 LUC7L3 TMEM185A ZNF436-AS1 BACE2 PDGFRA FCHSD2 SMPX NEK9 PPP2R3A CA5B HMGCS1 HFE CACNB3 KRT20 INTS10 AHSG KCNJ1 OTP ITGBL1 IL23A NECAB3 HAUS3 CDC42EP4 IL1RAPL1 COLCA1 ESRRA CAMLG SCD SLC32A1 EPHA2 KCNK3 TNNI1 DLX2 DLX1 FBLIM1 NOTCH1 ARHGAP44 RGS3 RWDD1 TSGA10 PON2 NUTF2 TCF12 RERE FAM120A PDZD2 KLF3 PDZD9 SLC15A2 CPEB4 CCDC33 UVRAG FITM1 HEPACAM2 KCNIP1 SEMA3A BRD4 AMY2A CCL18 JPH1 VCPKMT PALLD NR2F1 RAP2B ZDHHC5 SNAPC1 ANP32D PRG2 TNMD LINC00670 ELMO1 ATXN1 GRM3 C22orf31 GRM2 C11orf80 FOXC1 WNT9A SRGAP1 RAB3C ZBTB9 IKZF4 NNAT SCML1 CLDN10 GPM6B ZDHHC22 LRRC57 LRRTM4 GPM6A FMO1 MRPL14 C10orf53 SERPINB12 CD24 WNT8B BCL9 DTNA HAPLN2 CAPN6 SPEM1 PDZRN4 PPP1R10 GRIA3 DGKH OR2L13 CNTF RAB30 MT2A ICE2 RAB39A LRP5 BMP10 KCNC1 JDP2 CTDSPL SKIDA1 CNOT2 FGF10 RGL2 WNT2 WNT3 SND1 FAM227B RBMS3 RGN INTS4P1 ELOVL6 LOX ATOH7 TASOR IL1A TMEM216 LBX1 SCUBE3 TRIM55 NUFIP2 STIM1 PDE4D SIX4 TCN2 MAP4K5 MRPS18B ZNF688 SSUH2 ZNF436 PACS1 ITGAL GAL3ST3 GRAP ONECUT1 SLC38A6 SSH2 SOX5 TMEM204 BMPR2 GIPC2 ADAMTSL1 SESN3 TAGAP ZEB2 HOXA5 TSSK3 RHEBL1 FGD4 OBSCN GABRA1 KCNB2 FOXA1 NR4A3 CACNA2D2 CCM2L POLD4 CDKN1B CXCL14 RRN3P1 HOXB8 DSG1 CPNE1 CACNA1G HIVEP1 TAFA1 COPB1 TSHZ2 PRKAG1 PRRX1 PAX3 VGF KLF10 PAX2 RUNX1T1 CD96 CXCR4 PPM1J SIAH3 DLG3 NFIL3 KLK15 TMEM145 SSBP2 FILIP1 OTX1 LEAP2 HEPACAM NEXN SMC6 PGM2L1 PIGV HOXC12 EYA2 KLF3-AS1 PRDX6 PANK1 CHST9 PHYKPL RBM47 ACVR2A MCC CNTN4 JMJD1C PPP2R2A IRX4 FRY UBE3A CDH6 PLPPR1 RNF128 SCNN1A GEN1 DCHS2 NCDN ANO3 CEP120 DTX2 BEND4 QRICH1 SH3BP4 UTP18 PDC RCN1 GGCNRNWCTTYS_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCNRNWCTTYS_UNKNOWN HCCS SRP14 UBXN6 VSTM2L KDM6A TERB1 SNRPD2 DACT3 KLF10 CANX AQP3 IRF2BPL ISG20 TBC1D17 NDUFS4 XYLT2 OSR1 TIMM10B FAM227B SND1 DDX24 GNPAT DHX30 RNF168 PIP4K2B IFI27L1 CLC EIF3L SUN2 LCOR ELMO1 PIGN TSC22D4 KANSL1 RPL41 TBC1D22A EIF4A1 KRT14 NREP PATZ1 USH1C ADSL LYVE1 C1orf131 ARFGAP1 NOP53 ZC3H10 FGFR3 DTWD1 USP9X SLC39A13 TMUB2 NR3C2 LIN54 AKT1S1 DNAJA1 HOXA9 PCYT1A PAFAH1B2 RNF13 DNAJA2 QPCTL TUG1 GABARAPL2 RAB8A RBM24 CELF1 SMAD6 ARFIP2 SMAP2 ENOX1 ANKH ZBTB45 NKAIN1 GBA2 NEDD1 RPS6KA3 RPE CBLB RPL18A SP2 ATP6V1E1 RSKR MAPK8IP3 ZBTB3 VDR_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/VDR_Q6 EDN3 CYP24A1 RND3 SLC36A2 CDX1 ADCY2 AGO1 SNCB ATP1B4 DQX1 HNRNPR SYNCRIP ZNRF1 ZC3H14 SRSF6 KIF13A CHMP2B DDX17 ATP2B3 RND2 RAPGEF4 BEX3 RARB ASAP1 ADGRL1 PITX2 ROCK1 CD3E RCOR2 ROCK2 BARHL2 GRIN2A OLFML2A FLYWCH2 CYP26A1 ZNF503 PKN1 KAT5 ZFHX3 FAAP100 CRHR1 PCF11 PITPNM2 TMEM185A MAPK6 MNT EFNA4 PMP22 CD248 ADAMTS4 ENPP7 PTCH1 ZNF133 MST1 GNL3LP1 CDK15 MYT1 TMIGD1 USP49 NECTIN1 A1CF LHX2 ADGRB1 SAT1 PABPC3 HAUS3 SLC43A2 PABPC1 PPP2R2B DNMT3A GPR158 MACO1 CELF1 ASXL1 ESRRG LRRFIP1 CLUH ZC3H11A KLF15 LINC00314 USF1 ASS1 RBPJ PKP3 HPCA NTRK2 PYY ZNF219 TCF12 KLF4 GRK1 ZNF532 GREB1 ELF4 FGF9 ZNF710 KCNJ13 FBXL19 PHF21A DNAJC14 DNAJC11 KDM2A C10orf71 SEMA3B COL11A2 AGPAT3 STX6 PGGHG CCNI ACO2 SLC25A5 ARHGEF7 TLNRD1 FBXL20 RASIP1 INCA1 ARHGEF15 RBBP6 ZSWIM3 OTUD7B GRM3 SYT9 ACOT8 GNB2 CLIC5 FKBP14 SEMA4A CLOCK SLC39A11 C6 SCML1 IKZF2 PDRG1 NEO1 ITM2B ZSCAN20 CDK16 NR1D1 CD2BP2 ABCD2 CDK18 FOXD3 GPBP1 TBX2 TRIM29 TSSK4 CTLA4 DLG2 NLGN2 NTNG2 GRIA3 VEZF1 MTF2 POLR3D GBA2 COL19A1 TRIT1 XPO1 BCAM TUSC3 C17orf102 FGF14 FGF17 FGF10 PDHB VCAN SLC7A7 S100G TMEM39A CDKN2B HOXC4 PLEKHA8 AZI2 PDGFC STRA6 SLC4A4 LINS1 ZNF593 SPATA20 CA11 NRDC SIX4 VAX1 DDIT3 HHEX TRIM33 ZNF688 HOXD3 TFAP2C ASB7 WNT5A FXYD3 TSPAN13 APOO SSH2 SIPA1 TMEM132E SOX5 MAP4K2 GREM1 CXorf58 TTBK2 CHMP4B HOXA5 OVOL1 TSSK3 RPL3 RNF11 ZNF800 FOXA1 BFSP2 WFIKKN1 LAMP2 HOXB2 EIF4E ZPLD1 EBF2 POLD1 SLC25A10 HOXB6 SYT14 TMPO GLI1 PCSK1N FBXO36 CLTA PAX6 FBXL19-AS1 ZNF205 RUNX1T1 ARHGAP22 CCDC120 EMID1 POU4F3 MRTFA KPNB1 BOC FOSL1 TSC22D3 NDUFS2 RABL6 SSBP3 PIF1 GSC TENM3-AS1 CFAP100 COX4I2 CCNL1 DMRT2 KIF1C KIF1B FAM122C DMAC2 KDM3A IRX4 CALCR PPP4R1 ARL6IP1 NGF TMEM150A RNF123 TNR MSI1 PIK3R1 CD40LG SPACA6 FAM170A KLK8 CEBPB PODNL1 NCDN NIPBL SP7 ID4 LPCAT3 PCGF2 AR_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/AR_Q6 SLC9A9 C1orf210 MEF2C DST MSTN SCN3B FST PRR35 SYNCRIP LUZP1 SHH CITED1 BTK DDX17 USP54 SIN3A BHLHE22 RAPGEF6 H2AZ1 TLK1 CRY1 FAM71F1 MAP2K5 PITX2 PHOX2B CNTLN ATRNL1 NOL4L SKP2 HTR4 H2AJ PRPF38B PDYN ACSM3 LUC7L3 PPARGC1A ORC1 FAAP100 JUP PCF11 MTF1 INO80 CD34 CORO6 LHFPL1 MAPK3 MST1R RPRM PLA2G2F SRSF8 PTCH1 GNL3LP1 BCL2L1 KCNJ2 KCNMB1 ZNF513 LIF PPP1R3D DMD LHX5 PPP2R2B NKX2-2 CLEC3A SREK1 PDZD7 CAPRIN1 SMAD1 TNNI1 EPHA2 EPHA7 CCDC191 ZNF217 SUPT16H AP001372.2 RHEB MAP4 DHX40 GK BMP7 THG1L AKNAD1 ARHGAP30 UFC1 NBEA TMBIM6 SORBS2 ACTR3 AP2B1 ZNF654 SIK3 GOLGA2P5 ANGPT1 SLC22A6 WFIKKN2 LMOD1 PCGF1 SLC22A2 NR2F1 ZNF541 GZF1 DERL3 RBBP6 SRPK1 ELMO1 IGSF22 TNFSF12-TNFSF13 SEM1 HSD17B2 PDIA5 NNAT IKZF2 NOC3L NEO1 EPB41L4B SUMO4 FRMD5 SOS2 SPATA2 RUSC1-AS1 DCAF6 SYNRG RBM24 LRRN2 PMEL GRIA3 ELAVL2 MID1 RPL28 TOM1L2 RBFOX1 BNC2 C2CD4A DENND2D DRC3 SLC22A17 LMO1 ACKR3 MLX ANKRD2 CASK MANF RINT1 PRPF38A TNFSF12 GDAP1L1 KLHL3 HECTD4 HOXC6 SLC25A25 DNAJC7 PUM2 ANKRD54 ZNF575 KMT2D FA2H VAX1 ZNF516-DT DLL4 TIAL1 HOXD3 PYGO2 ANKRD55 LRRK1 PBRM1 MAPKAPK5-AS1 CPSF7 OLA1 MAPKAPK5 SNX2 FBRS CSMD3 FAM217B SESN3 LLGL2 CORO2A UGGT1 UBE2D3 HOXA2 HOXA3 FGA ITGB8 QTRT2 TEK TFDP2 SARNP NPM3 SLC30A2 DYRK2 HCN4 ANGPTL2 KRTAP8-1 KRIT1 MTRF1L BEST3 FOXP2 SLC25A12 TMEM37 SLC13A1 HDAC9 MYLK TNRC6A NDST2 PRKAG1 NR6A1 TMEM62 SDHAF2 GSR FAM180A CAMSAP1 TMEM196 YAP1 NRG2 IP6K2 RABL6 TM9SF2 PTGER2 LDHAL6B SGK2 SULT2A1 SOX14 NRXN3 LDB2 PCDH9 TSPYL2 MBNL1 GJD2 ARHGAP26 PURA SH2D3C PIGV GJD4 TSPAN5 ZFYVE26 VPS45 C5orf51 S100PBP KLHL10 SEZ6 GAP43 EPN1 NKIRAS2 ZBTB47 UBALD2 RPA3 TPM3 UBR5 SMOC1 POU2F3 TGM5 WDFY3 IL2RA SLC12A1 NT5C3B GPRC6A SH3BGRL DCDC1 ID1 PRM1 TBL1X T3R_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/T3R_Q6 LDHB ALPG NOG AGO1 SNCB STOML2 MXI1 MICOS13 SHH CITED1 CITED2 HNRNPL BTK DSPP CUL7 LBHD1 NT5C3A OGT DHX35 STAG2 OPA3 YARS1 RARG BRAF BARHL1 LDLRAP1 IGDCC4 TMEM119 MYLK2 KRT10 AP4M1 SSPN LUC7L3 CORO6 AC141586.1 MIR9-1HG MNT HAS3 ENPP5 TRMT2A CDK2AP2 BANF1 DUSP16 LHX5 GNAT1 NTF4 TCF7 ABR ANKMY2 MCAM NKX6-1 NAA25 TNKS1BP1 DLX1 EPHA7 SEMA6C WWC1 RGS7 PLA2G4B NYAP1 RERE KCNAB3 JPH2 MYBPC2 KDM2B SCT GOLGA7 HHATL XYLT2 TENT5C KCNG4 FGF4 PIK3C2G GSE1 ZDHHC7 ZNF143 YPEL4 ZNF362 GRM2 POGK RALGAPB ZMYND8 UQCR10 FOXC1 KCNH2 FKBP10 MAP3K13 ALPI USP3 CREM NNAT SF3B5 MTMR3 CDK16 DNALI1 CCDC140 LRRTM4 CCL20 CRISPLD2 BCL6 DDIT4L CDK18 MLLT6 BAZ2A MTMR4 DEFB119 ACSL5 BCL9 SPATA7 HAPLN2 PDK2 SHISA6 RBM24 TBX3 TBX5 MYOM3 ELAVL2 ATP1A2 RPS6KA5 RAB30 BNC2 DRP2 MT2A RAB22A LRRN1 APBB1 TOB1 LRP5 SLC8A3 THRA MAEA LMO4 FGF17 ACKR3 FGF11 MANF BEST4 RNF112 FGF12 COX5A CDHR5 PDHB RGL2 WNT2 HOXC8 TMEM215 SND1 DAO ELOVL6 TMEM135 IGSF9B SCUBE3 TRIM55 IL27 STIM1 VAX1 YTHDF3 EIF1AD JUNB CDKL5 CNBD1 ARHGAP36 SLITRK1 NFE2L1 VAMP2 SMARCA1 BPIFA2 AHNAK GAL3ST3 ME3 ONECUT1 DRD3 TNFRSF12A ONECUT2 SIPA1 SOX5 CXXC4 FXYD5 LRR1 OBSCN FOXA1 TOMM40 CACNA2D3 CACNA2D2 AIM2 ATF6 EIF4E SARM1 SALL1 RHOT1 AIFM1 NXPH4 TSHZ2 PRKAG1 KDM6A CYC1 NR6A1 PAX6 PAX3 SYNGR1 PAX1 TNS2 BZW2 MAX RAP1GAP2 MCM7 PCBP4 SIAH3 RANBP1 GPR162 NFIL3 CCDC9B RELT CYCS TMEM8B DMRT2 CARMIL3 RELL2 CUTA ESRP2 CXCL17 HIPK2 COMMD3 PTMS HSD11B1L CTNND2 JAKMIP1 NFIX TPM1 PIPOX TPPP3 AGBL2 NPAS2 TRIAP1 GP1BB C1QTNF4 SMOC1 RNF128 TGM5 CHD6 DCX SYNPO THPO CD40LG DCHS2 GUCA1A TNXB CYP21A2 BEND4 P3H4 TMEM74B KCNN3 KCNN2 FBXL22 IGFBP3 PRSS27 PXR_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/PXR_Q2 ATP1B1 OXA1L HTN1 FFAR4 FSTL1 ITSN2 SRSF6 BDNF APP DDX17 GRIN2B CCN2 LIN28A BHLHE22 RNF212 PITX2 BHLHE40 MAP2K5 GTPBP1 RARG ATRNL1 NSMCE3 NOL4L HMG20A FRA10AC1 HES1 BTF3P11 LRCH1 VASN CYB5D1 ZNF768 ALDOA CACNB3 CDK15 ZNF513 KCNMB2 TAL1 GLYR1 MACF1 IMPG1 DMD SAT1 HOXA10 MED12 IL1RAPL1 ZNF70 PLAT KLF7 SMAD6 SLC32A1 CLUH SMAD3 ZKSCAN5 SMAD1 PKP3 HEBP1 SUPT16H RWDD3 SYTL2 NRP1 ZNF532 RAB5C MITF TRMT10A STAC2 CHST10 XYLT1 CHST11 WFIKKN2 AMY2B ANGPT2 LMOD3 EXOSC9 ZDHHC7 ATXN1 C22orf31 MPZL3 SEMA4A ADAM15 ARL4A USP3 CA14 FHL3 IKZF2 CSDE1 GPHN LIN54 ZDHHC21 LRRTM3 SERPINC1 DNAJC28 MLLT6 ETV5 PRSS12 ETV4 BCL9 FOXD3 GDI1 TUT1 CYTH3 CSRNP3 NLK DLGAP4 FTCD KRT25 GRIA3 NLGN3 SOD3 RPS6KA5 NAA38 CNTF HOMEZ EML3 PYGL BNC2 GSK3B JADE2 ABCC4 NEUROD1 NR5A2 TOB2 CDH10 C4orf3 DNAJC5B LMO1 AP1G2 PLXNA2 GRIK3 LMO4 TNFSF15 FGF11 MANF PRKCSH IL10 IL11 GATA4 APOA5 CCDC141 PRKACA IFRD2 SOCS2 DARS1 ZCCHC12 NUFIP2 HES7 NR0B2 ARNTL IL11RA TAOK3 HOXD9 MAP4K3 MAP4K4 COPG2 MRPS18B HOXD3 SIX1 HSPB2 ASB4 AKAP3 DIP2B FGR EDC4 SLC38A6 CNIH2 CCDC88A FBRS AFF4 MEIS1 NR2C2 MEIS2 CTRC OVOL1 TTYH1 NDRG2 NYX TUG1 HCN1 ATAD2 NR4A3 PLCG2 CACNA1G TMEM88 MYH13 PLEKHA1 C6orf62 FABP6 NXPH3 BMI1 UBXN10 PRRX1 ARHGAP18 SYNGR1 ARHGAP15 SLN PAGR1 EMID1 ITIH2 SHC1 ITIH3 NRG1 FAM50A CABLES1 MICALL2 KLK13 RAMP2 SSBP3 CCDC151 EGR2 PTCHD4 MPP2 NRXN3 MBNL2 CDK2 RREB1 PURA DHRS3 PSME1 IPO7 HOXC13 TBCC CDK2AP1 KLHL11 JMJD1C GAP43 UGP2 FKBP2 ROM1 CKS1B CNIH3 NDN PRSS35 VPREB3 MDP1 LRMDA CABP1 NR3C2 MSX2 ALDH1A2 NPAS2 TNS1 CHD2 PLCD4 CDK13 BRINP3 SCNN1A PTPRC HPN AKIRIN2 ADO MAP1A UBE4B SCRN1 DRG1 CREB5 SLC6A6 SLC18A2 SP8 HBE1 TMEM125 RNF145 DR4_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/DR4_Q2 TGOLN2 ATP1B1 PGF NELL2 EDN1 ITSN2 CHMP2B SRSF7 OGN DDX17 LIN28A RARA TOX2 C6orf136 PRMT3 STAG2 ADAM9 LRRC8D LRRC74A RREB1 TAOK2 OPTN POLA1 MYH6 MIDEAS DCUN1D3 FAM155B PHLDB3 PDGFRL TGIF2 ZNF385A PIAS1 RAB10 ADD3 CD248 ADAMTS4 GRHL2 ERBB3 CYP2B6 TMEM187 CHCHD1 TRAK2 DUSP10 NFKBIA STRADB ZNF513 MOV10 DMD LHX4 AMD1 GAD1 PLAG1 ESRRA LY6G5B ACACA KLF14 URB1-AS1 ABCG1 GART PRRG4 TM2D2 DLX1 LAMA4 KCNQ1DN SEMA6C ELOA2 ZNF213 LYRM1 NACC1 PYY COX11 PPARD NKAIN3 MITF ZBTB21 CAMKK2 STAC2 MAP1LC3A ZBTB20 PIK3AP1 RAB6B CHRFAM7A COL11A2 CTBP2 ACTA1 ADNP LINC00670 LENG9 OTUD7B TAF10 SENP1 ADM GNB2 MPZL3 UHRF1BP1 NNAT SCML1 RCC2 CIC POLR2A NR1D1 PTK2B RB1CC1 BCL3 CDK17 ACSL3 GNRHR2 FOXD3 SKA2 ING2 UPF2 SPEM1 SGK1 JARID2 ZMYM3 ELAVL2 NLGN3 PHF12 ATP1A2 POLR3C ELAVL4 RPS6KA5 EML3 ASIC3 BNC2 JADE2 ZBTB4 NR5A2 FAF2 LRP3 TP53INP2 SIK1 MAP3K20 PDGFB CRABP2 FGF11 TGFB3 SLC7A9 NR2E1 GDNF IL11 ZIC2 OLIG3 TMCO4 PUM2 LPAR2 TMEM135 KCND3 POU2AF1 SCAMP3 RELA NUFIP2 NPEPPS TAOK3 RTL9 ARHGAP36 MAP4K4 LRRC3B ZMYM2 HOXD4 PODXL2 COL1A2 SPTB SYT17 HMGB1 FBXO40 TNFRSF12A TFEB PTK7 APOC1 SOX5 CX3CL1 ABCA1 GREM1 OAZ2 UBE2D3 MEIS2 HOXA3 PRR11 MID1IP1 C12orf65 RNF11 TLE6 NOVA1 MSANTD2 OBSCN ACY1 SLC6A14 NEUROG1 TEAD3 FOXP1 FOXP2 SALL2 HDAC4 EBF2 CPNE1 MYH13 GLI1 PCSK1N RBM39 PLEKHA1 BMI1 NDST3 NXPH4 UQCRC1 KDM6A ARID4B TMEM95 GSX1 AMMECR1 ACER3 FRMD4A BZW1 NDUFS4 FLJ40288 DCLK2 SLC1A7 SOX15 NRG1 NDUFS2 DLG2 IP6K2 GJD2 UBE2H STXBP4 ARHGAP24 EIF4G1 RELL2 EYA1 NREP ARMC12 KDM3B FKBP2 ERRFI1 TIMM10 IL34 RSBN1 ATP5MC1 ATP5MC3 APLP2 SRCIN1 HRH3 NPTX2 RASGRP2 ENO2 GGPS1 DCX AMHR2 COL4A4 COL4A3 MED26 HS3ST3A1 DTX3 KIR3DX1 RASL11B PEX11B SON ID2 NIPBL LIPG SPATA32 DSC1 LPCAT3 PRSS27 TMEM125 RNF145 DR3_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/DR3_Q4 XPO1 CYP24A1 KCNC1 PDGFB PPP2R5B AQP9 LMO3 LAMP5 TGFB3 RORC PTPN22 EIF5A AQP1 MRI1 IL11 FLI1 LIN28A CPA2 VEGFA AZI2 COL12A1 CTDSP1 SLC25A28 SYNC DDAH2 TFAP2D UQCRFS1 POM121L1P PITX2 ROCK1 SPATA20 TRIM41 STIM1 ARNTL PRPF38B ST6GALNAC5 BTF3P11 ARMCX6 ZMYM2 ZNF436-AS1 HSPB7 ZNF768 ZNF385A GPR52 ZNF436 ADAMTS4 SLC38A3 PTCH1 FGR TFAP4 HOXA13 DIAPH1 GPBP1L1 FBRS ST8SIA2 TTC3 CCDC177 TMEM38A DMD GGT7 SARNP SREK1 ASXL2 MYO1E KCNB1 ASXL1 CDC27 KCNK3 HOXB7 ATP2A2 SLC7A3 PKP3 SALL1 HPCA HOXB6 TMEM88 TMPO GPR173 ARID4A PRKAG2 NR6A1 PAX6 NBEA LRRC17 SLC6A10P YBX2 PAGR1 GPC3 TRIM8 PCBP4 COL11A2 KPNB1 MAGEH1 TSC22D3 NDUFS2 SLC50A1 NKX2-1 SIGMAR1 SSBP3 HYAL2 SSBP2 ARHGEF5 SEPTIN4 ZFX AAMDC CACNG2 PCDH7 GRM1 RBBP6 CTNNBIP1 SLC26A3 KANSL1 HOXC13 SLC26A9 SIGLEC7 NREP SLC35E1 ACVR2A PATZ1 USH1C HELZ2 FKBP11 EPN1 C11orf72 ZBTB10 PPP4R1 ERRFI1 IKZF2 UBR5 FRMD5 NT5DC2 POU2F1 CHD2 TLX1 BAHD1 BCL9 DCHS2 RBM24 B3GALT2 SGK1 ELAVL3 RSF1 YWHAG ERBIN NAT8L PRLR NIPBL RBM14 MEX3B HNF4_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/HNF4_Q6 C1orf210 XRCC5 AJUBA AGO1 HTN1 LUZP1 SLC26A10 AQP3 RAB1A KIFC3 TMBIM1 MAGED1 PICALM CCN2 LCAT CREB3L2 PLS1 MIR600HG H2AX RARA TLK2 RARB MAP2K6 GTPBP1 EMX1 C4A C4B PTPRH EFNB1 EMX2 TMA7 TSKU PROX1 KAT5 RND1 CGN NAV2 PELO PRDM1 TM6SF2 ENPP6 RNF17 GRHL2 ERBB3 PLEKHG6 FOXO1 HOXA11 XK CACNB2 TAGLN2 MLEC ZNF513 KRT24 MISP SCAF4 LHX1 TRAPPC8 HOXA10 HNF1A TM4SF20 GPD1 MOBP SMAD6 ARFIP2 XRCC6 PCDH17 SEPTIN10 FOXG1 WIPI1 RNF5 SFRP2 TRPS1 HPCA DNAJC22 LYRM1 AGXT2 PDZK1 TSHZ3 ABCF2 EVX1 ELF4 SUSD2 SLC35G5 LRRC17 HEPACAM2 GPX2 ART3 PHF21A SOWAHC TIMM10B SEMA3B SPEM2 ERGIC3 AGPAT1 CCER1 MRPL2 ARHGEF2 ZDHHC3 EXOSC7 SLC25A5 SLC22A7 COL25A1 MMP16 TLE1 INCA1 MXD4 C8A ZBTB8OS DACT2 ADM RRM1 USH1C CLN5 SLC39A14 C9 CAB39L RAB3D CACUL1 FBXW4 PART1 TRIM15 EDEM1 PSME3IP1 ZNF32 CLDN15 CFB KLC4 PLA2G12B ETV1 ILVBL FUT2 MTMR4 ABCA12 PPCDC DZIP1L RBM24 NLK GRIA3 CCDC51 MID1 BOD1L2 GBA2 DUSP3 RASSF5 HOMEZ CCNB2 SLC16A4 ORAI3 GAMT MCU SERPIND1 TUBA1C NR5A2 CCDC136 RALY HJV LMO3 IER5L SLC7A8 AGR3 RINT1 WNK4 RBFOX2 CBX7 TGFB1 ZIC2 WNT3 GATA4 PRKACB INSR KMT2A ENOX2 LAD1 FUT11 TIPRL SP140 ZNF3 CDKL5 HNRNPA0 RSPRY1 ARHGEF37 ATAD5 ASB2 EMP1 PANX2 CCDC85B NOSTRIN GIPC2 AGMAT ABCA6 SESN3 RASAL2 FBXW7 MEIS2 HOXA3 HOXA5 KRT35 NUMB HBEGF BMF KIRREL3-AS3 TRAF3 NFE2 FOXA1 ITGA1 ITGA3 CACNA2D3 FOXP2 ATF4 SLC25A14 SLC35G3 HOXB7 MTTP C11orf52 ITGA5 EBF2 DYRK1A TMEM88 GRB7 DAP3 KCTD12 SLC5A2 SULT2B1 SPRY1 SLN KIAA0040 GGNBP2 YY1AP1 TREH PAK1 IMPDH1 NRG2 KIRREL3 SEC16B SPINT1 MAN1A1 SLC9A3R1 PURA TTC27 KIF1C KANSL1 SLC41A2 IPO4 PKLR SLPI CTDSPL2 UCK2 JMJD1C PTMS PROS1 FKBP2 CPLX2 PCDHGC3 C1S TMEM150A PIPOX FAM91A1 METRN PIK3R3 APC XPNPEP2 SH2D6 GLYAT ID2 PRR14L NIPBL PPP1R13B SP7 SP8 RNF40 NPNT GGGNRMNNYCAT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGGNRMNNYCAT_UNKNOWN BMI1 XPO1 RPL17 THRA ELF4 ATP1B2 AP1G1 KIF7 GFER ZBTB17 FAM193B WNT4 OSR2 WWP2 NDUFS8 GNPAT ATP8B2 ANGPT1 MRPL38 TRMT112 ZFAND3 TFAP2D MRTFA WDPCP GHR ALDH6A1 RCC1L YY1 SPEF1 ZFX CYP26A1 FAM162A VAX1 UBE2B ELMO1 ZFP37 RTL9 TOMM40L MTF1 JUN CADM1 TMEM178A UTP20 ABAT RNF26 C1orf131 SMS CPSF2 RTF1 CNIH1 PDIK1L TMEM187 ST3GAL3 SSH2 CHCHD5 MEIS1 NDUFB1 TPM4 HOXA4 ADGRB2 FAM181B PAFAH1B1 AGRP EHD3 FLRT3 SSRP1 CSTF3 NEUROG1 NELFA URB1-AS1 PHF12 MID1 ETF1 ITPR1 POLR3D RDH10 TSC1 RGS3 RBM19 GSKIP CFDP1 PTPN1 PBX3 GGGYGTGNY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GGGYGTGNY_UNKNOWN KCNE5 FAM126A GDA BTD HNRNPD ZBTB32 PHF20 HNRNPR RORA ITSN1 PLEC ACBD5 HNRNPL ACBD3 ERO1B LTB4R KCNK7 KLK3 PLS1 LUC7L2 STAG3 DHX35 OGT DDAH2 STAG2 BHLHE40 PHOX2B TYRO3 TENT5A KIF5A RCOR2 SPAG17 MTFR1 DPAGT1 LRRC59 MAGED2 BCL2L13 KAT5 JUP MAGEE2 MAPK6 SPAG5 ARMCX6 ZMYM5 OSER1 VGLL4 PMP22 ADSS2 KIF4A RALGPS2 GNAI2 ZBTB41 HMGCS1 DAAM1 LAMTOR2 ZBTB37 SH3RF1 SOWAHA GIGYF2 DIABLO CORO7 MGAT4B SPPL3 ZNRD2 ZEB1 KLF13 TMEM50A CELF1 ZBTB45 KCNK3 SYNGR4 SHOX2 MLLT11 SYNE1 RGS3 HPCA PPRC1 RGS8 HSD17B10 IPPK LCTL KCNAB2 ELF4 TRPV2 PDE11A ATP10D KCNK13 RTN1 YBX2 PHF21A SRPX CBWD1 UBQLN4 PIK3AP1 COQ8B DYNC2I2 USP15 SUCO ADCK5 USP14 KDELR2 ZFP82 H1-4 RAP2C CACNG4 OVOL2 FOSB ATL1 MYADM FLNB FLNA ZNF335 CBWD2 EPB41L3 CLIC4 SERPINB5 NAB2 KCNH8 DOLPP1 KCNH2 RAPGEFL1 KCNH4 SRGAP2 ARL4A PTOV1 EXOC7 PDIA5 ZBTB9 FHL1 SCML2 RTKN ZNF367 ABHD2 GNG11 ABI1 EPB41L4B MYCL CEP68 MTMR3 NLRP6 CLEC18C FAM214B PTK2B PPP2CA CKMT1B COL6A3 CALCOCO1 RAB11B PER1 ILVBL ARMCX2 ARMCX1 HSD17B8 MAGOHB VASH1 H2BC5 LMX1B IL7 ZMYM3 RTN4R KRT25 ELAVL3 LMX1A SGTB SELENOS CPT1A RPS6KA5 MEF2D CDH13 RPS6KA3 SOST WDR48 GSK3A JADE2 FAR1 AMOT DGKZ PERP WDR20 EEFSEC XPO1 KCNC1 PIGU RBM3 ADH1C SLC7A8 ADH1B TNFSF13 ADH1A JAG1 HLX IQGAP1 CDKN2B SLC2A4 SPINK7 S1PR1 ERLIN2 POU2AF1 KCND1 STMN4 WEE1 DDIT4 NCAM1 ARPC1A NKX6-3 DLL4 COL1A2 STMN1 VAMP2 ANKRD55 ARFGEF1 PRRC2A MIEN1 FGD1 CAMTA2 RHBDL3 TFE3 BMPR2 PTK7 NOSTRIN KCNA6 ATN1 CNTFR MDK LPAR4 GPR22 SMARCB1 OVOL1 TFF2 B4GALT6 RAB8A RAB8B DOCK9 SUV39H1 EFS NR4A3 ABCB6 C16orf87 LAMP2 SARM1 RNF152 SLC7A1 ATF7 DSG1 TMEM88 DNAJB1 SCN8A XPO7 ATP7B CACNA1B CLDN7 NXPH4 CELF3 APOLD1 CLDN3 UCHL1 IMP3 RHOQ FES KRTAP13-2 FEV KRTAP13-1 IFRD1 GPC4 RNF19B GPC2 KRT33B CCN5 OSR1 PAX9 RASL10B E4F1 USPL1 RTL3 NRG2 SLC43A1 ZFY ZFX PRR7 PCDH9 STXBP2 CDK6 CDK5 VAT1 TOMM40L TSPAN6 NCAPH2 SH2D3C FAM13B ADRB1 NCOA2 NCOA3 PKLR NADK TXNRD1 UCHL3 GAP43 FKBP2 BCLAF1 CTF1 CRLF1 VIM JAKMIP1 NUP93 ATP5MC2 NR3C1 NFYA CCDC107 CDH5 APLP2 COL9A1 SLC35B1 PRRG1 SMOC1 PAFAH1B3 CHD2 LSM12 HSPA5 DCX CHD5 CHD4 GCHFR ST20-AS1 NFATC1 DALRD3 CNNM2 PLP2 CALHM2 MBLAC2 HS3ST3A1 COL13A1 CALHM3 HCK SRFBP1 DPYSL5 RNF170 BCS1L DPYSL2 DBI AVPI1 ANXA2 THOC6 RDH11 CELF6 DACH2 TRAPPC6A DBP SPEG HIF3A INTS4 CTTNBP2NL FAF1 BEND7 SCN4A RNF111 HMGN3 FAM117A AGO1 PDLIM7 FAM20A ADCY8 WDR44 FAM20B EFNA3 FGFRL1 NELL2 EDIL3 HOOK3 BDNF ADGRF1 CD44 APOD ZFAND3 DEPDC1B RARB C6orf136 ABI3BP ASAP2 LMF2 C17orf80 ATAT1 MALL PI15 PRMT1 MIR22HG CAPNS2 RARG ADCY10 EFNB1 IGDCC4 VTI1B HCFC1R1 KRT10 AP4M1 FAM161B NCKAP5 FARP1 DCTN2 CATSPER2 NAV2 ATP2C1 HAS1 NEK8 LAMC2 MRPL48 TGFB1I1 RAB10 FBXL2 PALM PLPPR2 ELL PDIK1L PDLIM5 TRAK2 XK STRADB CSRNP1 TAB2 PXN EPHB2 MOV10 LAMB3 CRMP1 ANKRD40CL SLC31A2 OLFM2 GDPD3 NKX2-3 KLF5 CAPRIN1 ABR CAMLG LGALS3 ALDH16A1 OARD1 LGALS1 SMAD5 RYBP TMED1 TULP2 SEMA6A RABEP2 SAP130 DCP2 SMYD5 NTRK2 GRK6 POF1B TMOD3 GRK5 CHRNB1 NYAP1 UTP14C PDZD2 BMP6 IST1 SLC16A10 MITF WASF2 CCDC90B NFKB2 TTLL1 CANX CAMKK1 EIF1 SCT AP2B1 DNAJC14 GPX4 NR2F6 SIK3 SEMA3B RAB6B CAP1 GOLGA5 COL11A2 ERGIC3 VSIG1 STX1A GSE1 CCNI GCC2-AS1 MMP1 TIE1 LENG8 RBBP7 TSEN34 MBOAT7 SENP2 SENP3 STYK1 GRM3 ZC2HC1C H6PD TENT5B FAM104A SH3KBP1 ADAM17 RIN1 MOSPD3 CDC42SE1 CHL1 PPFIA2 EXOC6 YWHAZ IKZF4 BET1 FKBP1A NDUFAF3 SFN SEC14L3 STAT6 CDK16 MARCHF8 BCL11A AP3D1 CRISPLD2 CD22 FUT1 CDK17 ETV4 POLR3G LRRN2 ATP1A3 ATP1A1 RAB30 YWHAH GRIA1 DENND2D TUBA1A NLN RAB39A MCU RBM14 APBB1 TP53INP2 CALM2 CLPB CAST PLXNA3 TUSC3 THRA WDR25 FAM110A MIRLET7BHG MORF4L2 VTN ITPKC CBX8 CDHR5 SLC25A21 TRIM47 TMX4 KMT2E WNT3 LGI4 GTF3C6 SLC25A28 SLC4A2 UBA6 SAR1A RBM11 MIR137HG ALDH6A1 MAGEL2 MIEF2 SLCO4A1 SGO2 PLA2G15 TRERF1 WDR81 MAP4K3 SLITRK1 PIH1D1 ARHGAP36 MAP4K5 SEC11A IGSF1 MCUB TMEM184B STX5 AHNAK WNT5A PACS1 FGFR2 CAV1 FXYD3 PLXNC1 SLC38A2 PODN TFAP4 CCDC88A SNX2 ITGB4 NAPA NAPB GMIP BLOC1S3 DENND6A MTPN MAP11 TMEM143 NDRG1 GNMT NOVA2 ATL2 MSANTD2 ATXN7L1 GABRA3 CPNE6 DYNLL1 ITGA3 SLC25A12 HOXB4 PHF1 ULK2 INKA1 WDR1 CRYZL1 PRX PPP1R14D PRKAG1 AKT1 KLHL35 PLCB3 MCM7 POU5F1 PAK3 PCBP4 UBR4 PAK4 PSMD1 CSK KPNB1 BOC RAMP2 FOXJ2 MPP2 RALBP1 SOX12 C20orf27 PRKCG SEZ6L PARP12 COQ6 NUCB1 MFN2 OSM EML2 REEP6 PSD C3orf14 LIX1 KPNA4 ZNF414 ZBTB47 MORC3 FRY SPOCK2 PPP3R1 NUAK2 TRIB2 TCF7L1 TMEM106C FAM76A PDZD11 PPP1R12A FGFBP1 ACTB TMEM229B PRUNE2 DTX1 MAP1B CLEC11A ZNF775 UBL3 RGS14 MGST3 WSB1 KCNN4 C1orf198 ADGRF3 PRR16 IGFBP3 CRK CYP2W1 GKCGCNNNNNNNTGAYG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GKCGCNNNNNNNTGAYG_UNKNOWN BAP1 RCE1 CNOT7 RNF141 DNAJB11 FAU RANBP2 NFX1 ZNF644 ABCE1 NUP133 LDAH ACO2 MECR CCDC86 COQ7 NUP42 SENP2 DHRS1 MFN2 UXT RFC1 MUL1 MRPL49 PSME3 ORMDL3 GPAM PHF20L1 NEK1 TRAK2 AK8 ZNF367 ANAPC10 BCL2L2 STRADB PSMB2 QTRT2 ZC3H18 GTF3C2 PINX1 NOP9 LCMT1 NUP153 UBE4A SPACA9 ATG5 RNPS1 SNF8 NUP155 AOPEP PWP1 CCDC191 RNF7 BRMS1 NUBPL ADPGK PHF5A TRMT61B VPS37A PHF7 GTCNYYATGR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GTCNYYATGR_UNKNOWN GDF1 DNAH12 ELAPOR1 RRAD STOML2 H1-10 SLC35A1 SRSF6 WNT4 PHTF1 TIMM21 TBPL1 RARG SCUBE3 CRYAB TMIE RNF213 OXNAD1 TAOK2 PTPDC1 SIX6 SPAG8 DOC2A MTF1 SLC37A1 JUN CCDC148 HSPB2 FBXO15 KCNMB3 LMNTD1 STX8 CASZ1 LRATD1 MTX1 MRPS10 TEX26 CSMD3 DAAM1 GPN1 CARF MLEC RRAGB YBX1 GMPPB HOXA2 EHBP1 RIPOR1 RNF10 SKIL ODC1 TP53BP1 HPCAL4 COX8A ST13P4 LINC01973 UBL4B ETS2 CABS1 EMC10 SALL1 HOXB6 CERS1 PKP4 CCDC34 C10orf67 NDST1 DPH3 CFAP52 THADA AP1S1 PBXIP1 UBR7 CTAGE1 TBC1D20 SIK2 PHC1 SULT2A1 ZNF287 C20orf27 RING1 C1orf158 C22orf15 CCDC121 PANK2 TSPAN5 PPM1E GON7 JMJD1C RAPGEFL1 TM4SF4 GALNT2 PGS1 SEM1 NDUFAF3 EPG5 WDR54 CIPC TPPP3 DAGLA ODF2 MYCBP HBP1 METRN DCX CAMK2A THBS3 ERF JOSD2 NUP153 PNMA8A FIS1 ATP1A3 NLGN3 AZIN1 MAPK10 ID1 CCDC102A CFAP36 TUBA1A GTGGGTGK_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGGGTGK_UNKNOWN SLC36A2 AARSD1 A2M AGO1 PGF ATP1B4 DQX1 HOXD13 LUZP1 FSTL1 LINC00299 SHH MAGED1 CDH22 APP RUNDC1 ATP2B3 HTR1B ATP2B4 KCNK9 PPP1R1B SERPINE1 LUC7L2 RAB25 FOXO3 PRMT3 TWIST1 PI15 PITX2 BHLHE40 WNT10A PTPRG RCOR2 BARHL1 MATN1 ZHX2 GPR132 DCUN1D3 DEPDC4 CTNNA3 SSTR3 DOC2A KRT17 HAS1 LRCH2 ZNF384 HAS2 ADD3 CHKA CLCN2 GNAI2 SCYL3 SOWAHA STX12 NECTIN1 VTCN1 TXLNG PPP2R2B BCOR GIT1 KLF7 KMT2A CAPRIN1 KLF12 TGFBR1 PCDH10 SMYD2 EPHA1 NOTCH2 PKP1 LYRM1 POP5 AGR2 MARCKSL1 LZTS2 PPARG MITF TRPV3 MMP28 BAG1 MAPT SEMA3B TAOK1 ATL1 ELMO3 SLIT3 MYCN EPB41L3 NCK2 BLMH GRM3 CHRDL1 C22orf31 SEMA4C ZMYND8 KCNH7 KCNH8 KCNH2 EXOC6 FAM110D CA14 TMEM263 ABCD1 UBASH3B FAM89B TSPAN33 EHF ZSCAN20 PCSK2 ZFP36L1 MYCL CYLD CCL22 LIN54 SORBS1 FAM214B BCL11A PER2 PER1 PPP3CA FUT2 ACSL4 RASA1 DTNA FOXD3 CAPN6 CYTH3 DLGAP4 IGF1 ELAVL2 CFAP53 MAPK10 GABARAP ITPR1 MID2 ASIC2 WNT7B ASIC4 LRP1 CFAP161 GRIA1 KREMEN1 JADE2 NEUROD2 CALM3 MTSS1 THRA PDGFB AMMECR1L FAM110A FGF10 TNFSF18 OTUB2 KRTAP6-1 GATA1 WNT2 DMXL1 CGGBP1 VEGFA PHOSPHO1 RBMS3 LPAR1 UBA6 MTUS1 SCAMP5 PHYHIP TUB CASKIN2 GSDMA SCAMP3 KCND2 KCND1 TRIM55 ZCCHC12 SOCS1 HES7 MBOAT2 BASP1 MFSD5 BCAP31 PTHLH MAP4K3 TMEM184B SMARCA1 ARFGEF1 SPTB TFAP4 DRD3 RRAGA PIGP OAZ2 PPP1R16B LINC01312 HOXA3 ARPC2 CRACDL ZNF800 HBEGF RUNX2 PTPN7 EEF1A1 ANKRD13B KRIT1 GABRA1 KCNB2 CPNE6 DYNLL1 DMP1 ITGA2 NR4A3 SHANK2 SLC25A12 HOXB4 TRAF3IP1 MYO10 HOXB1 CDKN1B AHCYL1 XCL1 CHRD CACNA1A NXPH3 PRX TSHZ2 IGFBP6 UCHL1 PRRX1 ZCWPW1 GSX1 FES CLTC ACVR1C APOBR KCNQ5 ARHGAP6 KRT33B PCBP4 PAK3 SOX15 RTL3 IGF2BP1 KPNB1 EGR1 LCE1F NRIP3 SOX10 EGR3 CHMP5 TUBB2B C20orf27 PIP4K2B PRKCH PRKCE CTSW PURA OSM PIGV LIX1 PANK1 CHRM1 NADK PVALEF NRGN ZFPM1 MAB21L3 MINK1 CTNND1 NR3C1 DCN ATP5MC1 TPM1 GPR3 RNFT1 COL27A1 FAM91A1 PAFAH1B1 NOTCH2NLA BAHD1 THPO FASLG PRUNE2 SLC12A2 INKA2 BCS1L SPARC MEPCE SIRT1 CELF4 CLPTM1 UTP18 PNOC SP2 ITPRIPL1 SP4 CTTNBP2NL CUEDC1 RNF111 GTTGNYNNRGNAAC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GTTGNYNNRGNAAC_UNKNOWN RPP38 SYT5 LMAN2L STAT5B MORF4L2 STOML2 TRMT9B ERG28 PLEC NSMF EBNA1BP2 BTBD3 PUM1 ATP13A4 CFAP57 ANKFN1 NCALD STRN4 TSKU NME7 PCF11 SHANK2-AS3 TMTC2 CADM1 PRRT1 CAMK1 SPTB CFAP20DC EDC4 QRFP GRHL2 CNIH2 PPT2 CDK2AP2 ATN1 FXYD6 FXYD7 INO80B STX18 RHOBTB2 DNAJA1 RHOBTB1 ABHD14A HNRNPH2 FKRP IMMP1L RFX4 TP53BP1 CINP FANK1 DMTN USF1 RALYL B9D2 MORN4 KCNJ9 TRDMT1 THNSL1 FPGT MARCHF10 UVRAG TMEM95 KCNIP2 KCNIP4 BLZF1 FSIP1 ZP1 AGPAT4 ZFYVE1 TUBB4A ELP4 TM9SF1 ZDHHC1 CALY MPP2 LRRIQ3 PCDHB1 CDK9 ARL6 SLC9A3R1 GRM1 LRRC25 ELMO1 ATP6V1C2 GNB2 INTS3 SEMA4B NUP62CL PTMS ENKUR SPAG16 MINK1 DNAAF6 RPP38-DT SH3GLB2 SPATA2 CAMK2A CHD5 CFAP298 B9D1 ING2 PLP2 NLGN2 MAPK10 SPARC ELAVL4 CEP135 NRSN2 HYDIN GLA ORAI3 GTTNYYNNGGTNA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GTTNYYNNGGTNA_UNKNOWN ITGB3BP SLC8A3 SLC9A7 FGF9 HNRNPF TSHZ2 PRRT2 KCNK12 DNAJC21 TBC1D16 CYRIA OSR2 CCDC13 RAB28 KIFAP3 TIGD4 RARA WDR47 PIH1D2 FNDC9 TUB NKAPD1 PURG TMEM254 RREB1 OTX1 STRN4 GAST IFT57 MBNL2 PIM2 FRA10AC1 LINC01567 DCTN3 TRERF1 OSM PCF11 ZSWIM1 LRP10 GLRX5 CAMK1 KDM3A NUP62CL TMEM209 PTMS MAPRE3 FBXL2 SMARCAD1 SYT17 CCDC24 MINK1 UNG DNAAF6 IL34 DIS3 STAT6 C2orf15 INO80B PPP1R16A DNAJA1 SLCO3A1 GTF3C1 CAMK2A FKRP CHD4 NUDC SREK1 MGAT4B OSBPL2 PIBF1 NOS1 HPCAL1 CSRNP3 NIM1K NR4A1 NLGN2 ARFIP1 NR4A3 WRN GOLM2 MID2 MORN4 CEP135 P2RY10 RAB36 RGS6 TSGA10 EFHB RFX1 TEX2 GTTRYCATRR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/GTTRYCATRR_UNKNOWN ALS2 AARSD1 JAKMIP2 GDF1 LMO3 LAMP5 HOXD12 LINC01138 STOML2 RRAD SYT6 BATF TBC1D16 AGTR2 RUNDC1 ATP2B4 ANK2 GRIN2D PHTF1 DHX30 CASKIN1 POLL MZF1 RPL35A NUDT2 STRN4 NKX2-8 PIM2 TAF6L DCDC1 DPCD PITPNM1 PCF11 HSPB9 HHEX SPAG8 DOC2A DNAAF2 CADM1 C17orf58 SLC37A1 TMEM31 PRRT1 AGAP2 RNF139 CFAP91 FXYD1 STX8 QRFP SOX3 CHCHD3 CDK2AP2 PPT2 DAAM1 FXYD6 FOXH1 INO80B VRK3 DUSP14 NUMB THAP10 HCN4 DNAAF3 DNAJC24 FKRP FGD4 OSBPL2 KIF3A RFX4 TP53BP1 HPCAL4 MORN5 NIM1K LINC01973 MROH9 NR4A3 SHANK1 USF1 DCSTAMP LRRC6 ARMC2 TNKS1BP1 TSGA10IP HDAC4 CERS1 SPATA2L PCSK1N DENND2B E2F1 C10orf67 KCNK15 ZNF532 TSHZ2 CFAP52 KCNIP2 RAI2 TCTN2 HSPH1 KLHL18 AP1S1 PBXIP1 CAMKV ZP1 GPR162 APOBEC4 WDR47 FNDC9 PHC1 TUBB4A CLIP1 CALY MPP2 LRRC23 ZNF287 LDB1 KLHDC8B GAST PARP8 PRKCG ELMO1 GAPDH PANK2 PPM1E PSD XPR1 CHST8 IQCE SEMA4B GPR17 CHL1 FAIM2 SRGAP2 SMARCAD1 YWHAZ ABHD8 MINK1 KIF9 TSPYL4 CIPC AP3M2 FAM214B MPPED2 SPATA2 MPC2 SPATA6 CAMK2A HSD17B8 DTNA LRRC49 NOS1 PNMA8A NDUFA8 BMT2 NCDN ZNF24 ATP1A3 ANKRD45 PDZRN4 NLGN3 CFAP53 MAPK10 YWHAE BASP1-AS1 CELF6 DUSP3 NRSN2 FYN LMNTD2 RAB36 CFAP36 ORAI3 PPP1R17 YWHAQ GDF10 KATNAL1 TRIT1 KCCGNSWTTT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/KCCGNSWTTT_UNKNOWN HNRNPK XPO1 AP1G1 MIRLET7BHG RBM4 CNOT3 CBX3 SYNCRIP SMC3 RGL2 NONO ZFP91 ADGRL3 DDX17 KMT2E PICALM SPRED2 SRRM1 KANSL3 PTBP2 OGT CCNA2 FOXO3 STAG2 LRRC1 ZNF711 SRSF3 NCAM1 PCF11 ASCL1 ARMCX6 AKAP8 TRIM27 TDRD3 FIZ1 TMEM187 CXXC5 ENSA NHS HEXIM2 MEIS2 TRA2B PPP2R2B HNRNPH1 LNPEP CELF1 SYT11 SLC32A1 DDX5 ZNF524 C2CD5 DDX6 PRICKLE1 RBPJ DMTF1 FAAH RFX1 RBM39 GLI1 DAP3 E2F3 FOXA2 RMI1 CTCF PTMA PAK5 MAX PHF21A YY1AP1 KDM2A WDR33 IGF2BP3 OTX2 ADNP SF1 EIF4G2 CRKL TAF15 EIF4A2 ACVR2A UBC KDM3A CEP95 IRX5 USP3 ATP5MC2 GNG11 LIN54 ILF3-DT SOS1 BCL11A DHX15 POU2F1 AP3D1 ARMCX2 PAFAH1B1 GABPB2 CSNK1A1 JARID2 ACLY ILF3 RGS17 YWHAE GRHL3 SP1 NIPBL HNRNPA2B1 CRK KMCATNNWGGA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/KMCATNNWGGA_UNKNOWN ENAH LMO1 ZBTB48 AP1G1 CNOT3 SYNCRIP RALGAPA1P1 FAM71D GBF1 CGGBP1 TBC1D14 SPRED2 LMF2 TMED10 MAP2K5 STAG1 RECK STRN4 NUFIP2 PDE4D SOCS5 ARNTL TAOK2 BCL2L13 SRSF1 MAP4K3 RSPH3 MIR9-1HG MGME1 ANAPC7 ZNF41 ADAMTSL1 PTCH1 SNX5 PNPT1 GNL3LP1 ESM1 CRMP1 DMD HOXA7 FKRP ARHGAP29 SZRD1 AEBP2 OSBPL6 CELSR3 CRAT GAS7 EPHA2 UBR3 ABRAXAS2 TSC1 KCNJ9 ABL1 IST1 APOLD1 RBM14 PAX6 CCDC71 RUNX1T1 HMGXB4 ZFAT NR2F2 NR2F1 ZNF281 UFD1 SOX12 CARMIL3 CWC27 NCAPH2 INTS3 WASL SNX13 PPP4R2 ING3 CAB39L ZBTB11 CABP1 HIC2 CDC45 C8orf82 MPC2 FOXN3 GEMIN4 CSNK1A1 TSHZ1 DLG2 CELF4 MRPL24 CUX1 SREK1IP1 TPGS2 SP3 SCAF8 DUSP7 DUSP6 IL2 KRCTCNNNNMANAGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/KRCTCNNNNMANAGC_UNKNOWN ZNF710 H2BC17 CYBC1 H2AC21 H2BC14 H2BC15 H2BC12 H2BC13 H2AC20 H2BC11 H2AW H2BU1 H3-4 PCGF1 DSCAM H1-4 H1-3 H1-2 H1-5 PLXNB1 H1-1 UBE2C H1-6 PRRC2C H2BC21 SEZ6 H2AC4 H2AC6 H4C13 H2AC1 H2AC11 ZBTB9 ABTB2 H2AC7 H2AC8 CDK15 TCF21 H4C1 GBX2 H2BC1 H3C12 H2BC3 H2BC4 PHACTR3 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 NOTCH4 H2AC13 H3C2 H3C3 H2AC12 H3C4 TMTC4 H2AC15 H2AC14 H3C6 H3C7 H2AC17 H2AC16 H3C8 H3C10 H3C11 MCAATNNNNNGCG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/MCAATNNNNNGCG_UNKNOWN CCNT2 RAD51C HMGN2 PPP2R5D STK35 PRADC1 ZIC1 HNRNPL SRSF6 WNT1 DGCR8 TIAM1 TMED2 RNF38 CDK19 IFRD2 CDCA3 PIGA SH3GL3 NOL6 ADAM10 CCNJ FBXL20 LIG1 CYCS ACTN1 VASP DCTN2 SLIT3 JUP HES1 SQLE ZMYND8 STMN1 PTCHD1 DOLPP1 FBXO11 CHKA LINC00472 USP5 ARL6IP1 CDK2AP2 NFYC ABI1 FICD NFYA EPHB1 ATF2 MSX2 ZNF821 SORBS1 LONRF3 CNN2 AMD1 THAP11 CHD4 BAHD1 ZSWIM9 CNNM2 MAF ARGLU1 RAB8A OARD1 NIM1K ESRRG SUV39H1 PCDH17 SPRING1 ACTL6B ATE1 CCT7 ZFAND5 TEX14 DLX1 ATP2A2 MACROD2 HOXB8 POLDIP3 NEUROD1 SH3BGRL3 TAFA1 PAPOLG RERE RMI2 RNFT2 MYAATNNNNNNNGGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/MYAATNNNNNNNGGC_UNKNOWN AGO1 SYT4 SKIDA1 C17orf102 PPP2R5D JAG1 BBOX1 SRSF6 BDNF FLI1 DAB1 LIN28A RNF38 LUC7L2 PRKACA BORCS6 ACAA2 LBX1 PCDHGA11 RXRG ZNF503 SIX5 TMSB10 DCTN2 RTL9 ASCL2 ARHGAP36 HOXD4 PAQR6 PTK7 SOX5 KCNA6 BCL2L1 NECTIN1 TSSK2 DMD PCYT1B AMD1 PDZD8 OARD1 GABRA6 CDC20 DOCK4 FAM204A MORN4 LAMA1 DLX1 TULP3 SYNE2 ARHGAP44 CXCL14 SALL1 NUTF2 RGS8 WDR62 SEL1L C6orf62 OSBP NDST2 PAX6 NFKB2 KCNIP4 RABAC1 GPX1 ANP32A USP15 FGF3 NKX2-1 FBXL20 NRXN3 TUBB2B SEPTIN4 G3BP2 CSRNP2 TLE4 TLE1 ARHGEF12 RBBP6 TYK2 PANK2 HOXC11 SQLE EPB41L5 SLC26A9 ZNF277 ZMYND8 PLA2G6 WASL NSD1 FKBP2 THAP8 FKBP5 NFYA KRT9 XBP1 PRDM10 POU3F3 TNPO2 GTF3C2 BCAS3 ETV5 CDK17 MAF SWAP70 CENPF DPYSL2 VSX1 MIS12 RPS6KA5 SOST PAPOLG MEX3D RAAGNYNNCTTY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RAAGNYNNCTTY_UNKNOWN GNA13 GDF1 PDGFB LMO2 SCN3A SAMM50 FST S100A9 HTN1 RORA INO80D MXI1 VIPR2 GDNF FAM193B WNT2 ZFP91 BDNF DYSF SEMA7A FOXF2 CPA2 BIRC8 DCUN1D1 STRA6 SATB1 PHOX2B SCUBE3 RNF181 CABCOCO1 ZHX3 SLC25A39 TGIF1 PPARGC1A PCF11 ZNF688 SHANK2-AS3 LSAMP TIAL1 HOXD3 TMTC2 FCHSD2 AGAP2 PELO ASB4 ASCL4 FBXO11 ADSS2 DRD3 DIAPH1 ENPP2 BMPR2 PXK CHCHD7 AFF4 REEP4 RIMS1 OTP FBXW7 ULK3 HOXA5 ADGRB3 CDC42EP4 RUNX3 PLAG1 MAFG CPNE8 PTPN7 KLF7 ITGA1 ESRRG GUCY2C MCAM PTPN12 KCTD6 FOXP2 B3GALT5-AS1 CYP7B1 ATF4 SFRP2 RNF152 ITGA7 CERS1 RGS8 PHEX PDZD4 NNMT ADAMTS6 SOX21 NXPH4 PTMA RUNX1T1 GPC4 ARHGAP6 PBXIP1 OLFM4 JMJD6 PAX8 IL1RAP ALOX12B POU4F1 UTP4 DLG2 TMEM35A NRXN3 ZNF541 CBLIF TLE4 CTSS FAM167A ZNF689 LCOR PROK2 BSND ZNF362 UBE2E4P GLRX5 SH3KBP1 KCNH8 ZFPM1 SEZ6 TBX19 EXOC6 PALMD TMEM150A SETD2 MYCL ZFP36L1 BBS12 BCL11A MRPL49 SCAF11 CRIM1 ABCA12 ACTB HSCB IGF1 ELAVL2 BAD CNTF PYGM RBFOX1 FBLN5 YWHAQ TUBA1A ID3 SP8 KBTBD12 RACTNNRTTTNC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RACTNNRTTTNC_UNKNOWN ZNF582 PDLIM7 STOML2 PRPF19 DCAF1 MINDY1 CITED2 DDX25 ZFP2 HOXC4 TGFBI MOS PUS3 MED15 MRPL34 PI15 MIR137HG TYRO3 POU2AF1 MRPL50 ENOX2 LINC00487 CRISP1 ZNF189 VPS41 CDKL5 CARF TNKS2 SRSF2 CDIN1 PCYT2 SIX1 SLITRK5 SUPT6H COX7B HHAT OTP MISP FBXW7 PDE6D CHMP4B PRUNE1 INTS9 HOXA5 MRPL54 SDF2 MON1A HIGD2A BCLAF3 HGF DLX1 SAP130 PSMC3 TRPS1 ADAM22 CEP41 ZNFX1 RANBP10 PNPLA6 TNRC6A FOXA3 ZNF420 PAX6 CTCF PRAF2 GPX1 NOP16 DRC7 SGF29 ARHGAP9 ZNF546 SYMPK ANP32E CSRNP2 POLR1B IRF2BP1 PURA KLF9 UBE2N EIF4G1 CKM SHKBP1 CD99L2 TMED5 ZNF485 TSNAXIP1 FOXO4 SAV1 CTF1 BET1 LYSMD1 MKNK1 FEM1A APBA3 C8orf82 NFATC4 SCNM1 HSD17B4 GFUS RNF121 MARS1 WBP1L PLP2 ERG RNF220 TRMT1L ZNF568 IPO13 SWT1 DTX2 ZNF569 POC1A DPYSL2 RDH11 ASIC2 MPI INVS BABAM1 GSK3A DCDC1 NSD3 HMBOX1 JAK1 NEUROD6 OGG1 ZNF570 ZNF571 ABCC5 SMPD3 CLPB RNCTGNYNRNCTGNY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RNCTGNYNRNCTGNY_UNKNOWN LIX1L TNRC6A RNASE11 C16orf72 RAB5B LARP4 KIF7 TUFT1 HOXD12 NBEA BEST4 SORBS2 TNS2 ALKBH6 FERD3L ELMOD1 ANK2 PAK3 VEGFA RARA NOS3 TRIM69 FAM83E NRG2 ATP13A4 PPTC7 NKX2-1 TYRO3 ANKS1B C4A PLCXD2 ZNF541 C4B EFNB1 ARID1A LENG9 MBNL2 PCF11 ZBTB18 CHRM1 ACVR2A ZMYND8 NRK TMSB4Y SLC27A4 HCRT H2AC1 IL22RA1 ADAMTSL1 CALD1 POLR2I NSG2 EHF CNTFR CLVS1 PICK1 SRCIN1 LINC01101 TCF20 MOAP1 ANXA9 BCL11B KLB HOXA10 TMSB4XP6 TMSB4XP8 ZNF267 TMSB4XP4 H2BC1 FZD9 SPACA6 TMSB4XP1 RC3H2 TBCB SLC2A9 ATXN7L1 BMP1 NLGN2 SPARC MID1 DNAJB8 ID1 INKA1 HOXB9 DUSP6 SOBP BMP6 RNGTGGGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RNGTGGGC_UNKNOWN PDP2 SYNCRIP DCAF1 RORA HNRNPL PDIA3 APP BTBD3 LDLRAD3 KANSL3 DHX35 PTBP2 ROS1 LSMEM2 LRRC8A SH3GL3 LRRC8D LRRC74A GRIN2A SLC25A39 SUN2 SSTR1 CCDC148 CYB5D1 DOC2B RALGPS2 TET2 CACNB3 DUSP11 ARIH1 SH3RF1 GIGYF2 PPP2R2B PPP2R2C CLUH DUSP22 KIF3C PKP4 RAB2A CEP41 RERE NEURL1 ALKBH6 INSRR HHATL WFIKKN2 SPIB KDELR1 EGFL6 MEGF8 SEPTIN4 ARHGEF17 OVOL2 GAPDH EPB41L3 SERPINB4 TNFSF12-TNFSF13 SERPINB3 DLK2 ARL4A KCNIP3 MKNK2 CIPC CCDC69 PCOLCE FSBP FAM214B NT5DC2 PPP3CB PKD1 USP37 ARMCX2 ACSL4 SYNRG FOXD3 CSRNP3 TRIM29 PHF12 ANKHD1 OR2L13 NRAS ASIC2 LRP1 LMNTD2 JADE3 RAB22A OGG1 LRP2 IL2 SLC8A3 GNA13 RALY EIF3J LARP4 TKFC NR2E1 PACSIN1 FBXO28 S1PR1 ZNF575 STMN2 MAGI1 FMR1 MGP NRDC RTL9 EP300 HIF1A SMARCA5 TFAP2B VAMP5 VAMP3 COBL BMPR2 TFEB G6PC3 FBXW7 MEIS2 H4C8 SDF2 MUC1 PRRC1 FOXA1 NR4A1 NR4A3 TPBG HDAC3 NRF1 SARM1 FABP3 TMEM88 FBXO36 FABP6 DNAJB5 NXPH3 E2F1 E2F3 E2F4 TEPSIN UBXN10 GABBR1 TMEM95 KLF10 PTMA SPRY4 LSR KIF2C AMDHD2 CCDC120 PAX9 LRRFIP1 VPS16 AIFM3 NRG1 APLN SLC1A1 NRG2 HEPACAM ARL3 HOXC10 MAN2A2 KIF1C HOXC11 TBCC KDM3B NRGN SEZ6L2 VPS29 FKBP5 COL9A3 SMOC1 LONRF3 C19orf73 DALRD3 KLK6 CEBPB SNX25 C1orf21 XPNPEP1 CELF4 THOC6 UTP18 TMEM74 RNF145 HMGN3 GLB1L HMGN2 FST HIRA CD53 PICALM ATP2B4 WWP2 CREB3L2 RAB24 C17orf80 PRMT3 MIR22HG EMX1 EMX2 RAD9B TAOK2 DCTN3 DCTN1 CATSPER2 KRT17 COLQ CORO6 KRT14 MNT TGFB1I1 EXT1 TSC22D1 FBXL2 TMEM60 ALDOA PTCH1 TRMT2A XK SFXN2 EPHB3 EPHB1 RIMS4 CD74 CALU EPHB6 DMD IDH2 UBE2Z IDH1 MAML3 BCOR KLF5 MORC1 KLF7 TP53BP1 CELSR2 NPSR1 FOXG1 SAP130 DMTF1 RNF5 SUPT16H TMEM117 EVX1 C16orf72 RAB5C LIME1 KCNJ14 SENP6 SLC24A3 SLC24A1 SEMA3B MBD6 INCA1 RBBP6 SLC26A7 HDDC3 ADK MTAP SCGB3A1 PLA2G3 CHL1 SEMA4A EXOC6 PPFIA3 STX4 RCC2 PSME3IP1 MARCHF8 CSDE1 CYB561D1 NR1D1 PEX13 AGL APBA1 BCL9 SPEM1 LRRN2 GJB4 NPR3 GJB1 NAA38 YWHAG PROM2 FYN LRRN1 VLDLR PDGFB CADM3 VTN BEST2 PRKCB MKRN4P VEGFA RBMS3 OLIG1 KAT7 WNT6 ATOH7 CASKIN2 NUFIP2 HRK MRGPRF CARF MRPS18B ZMYM2 RSPRY1 LNPK VWCE AHNAK PACS1 MCUR1 DIP2B DIAPH1 CNIH2 CCDC88A NEDD9 CSMD3 ST8SIA2 ITGB8 NPM1 ATG12 OBSCN ATXN7L1 DYNLL1 AK3 AK2 FOXP1 ANKRD39 CORO1C SLC4A10 MTTP SALL1 CD79B CADM2 C6orf62 SORL1 ZCWPW1 STIP1 CBFA2T3 PCBP4 COL26A1 RANBP1 GPR162 ANKRD13D MYO1H R3HDM1 FOXJ3 NUCB1 EYA3 RELL2 CD86 PANK3 PRR15 PANK1 CHST6 ZADH2 SEZ6 UNC80 MORC3 GPRC5C TRIB1 RPA3 MYRF SAFB TGM3 SLC39A5 GFI1 SLC39A3 CAMK2A CCDC71L MPZ IL2RA MAP1A QRICH1 MEPCE TCEAL3 PRM2 DLC1 LTBP2 PGF LTBP3 CCDC106 MXI1 HOXD10 CITED2 TLK2 PHOX2B RCOR2 NOL4L ST13 ADAMTS9 RPS19 ZMYM5 INO80 AGAP1 TGIF2 ADAMTS3 ADAMTS2 GRB14 HEXIM2 USP49 HCRTR1 NPHP4 NECTIN1 EGFLAM DYNC1I1 GIT1 DVL2 DNMT3A KLF12 SYNGR3 ZNF777 NACC1 H3-3B P2RX6 TLL1 SOBP USH1G SYNJ1 AP3S1 AP1S1 SERTAD1 SLC50A1 FBXL18 FMNL2 MICAL2 TLE4 PDE10A ATL1 CCND1 CCND2 NAB2 OTOF RRM1 GNAS PUS10 KCNH2 KCNH4 GPR61 RTKN PCSK2 TMCC1 PTK2B RAB11A CNOT9 SLCO3A1 FLRT3 CAPN6 ZMYM3 FADS3 RTN4R SAMD10 PPP1R10 L1CAM ELAVL4 BEGAIN RPS6KA3 HOMEZ RPL22 ZBTB4 SNORC SELENOI REPIN1 ENTHD1 TNFSF12 HLX NRCAM DAB1 ELOVL5 SMG5 PGRMC2 RRAS KLF6 IRS4 KCND3 LAD1 KCND1 TMSB10 SIX4 ANKHD1-EIF4EBP3 NCAM1 ADGRG1 STK16 DRD1 LRATD1 TLCD4 RHBDL3 NHS TTBK2 ZEB2 OVOL1 ANGPTL1 TRAF4 B4GALT1 CPA4 B4GALT2 GPRIN3 EPAS1 KCNB2 EFEMP2 KCNB1 SLC6A13 NEUROG1 UCKL1 SHANK1 HSP90AB1 LAT LMTK2 CREBRF XPO7 CACNA1A OTUD5 TNS2 GPC4 GPC3 DLG3 ZNF408 DLG2 MAMSTR AAMDC PIP4K2B POLR1G VAT1 PPM1D FAM13B CHRM4 PPM1E IPO7 ARPC5L NCOA5 CHRM1 LCK ACVR2A RBM26 UCHL3 IRX5 ADAMTS14 CABP2 ADAMTS13 ADAMTS15 NR3C1 ATP5MC3 CDH5 AP3M1 NUDT8 PAFAH1B3 ODF2 COL8A1 TMEM184A PLP2 FLT1 NCDN HS3ST3A1 SLC12A5 DPYSL2 OSTC CCDC102A DBP PRELID1 SPEG MACROH2A2 GGA1 DMBT1 MRPL40 S100A3 WDR44 FGFRL1 PDLIM4 SYT8 MSL2 PDLIM2 PTTG2 SYT7 SHH AQP2 NONO RTBDN BDNF SIN3A SRSF5 CERT1 RARA RAPGEF3 STRIP1 BCL7C PITX2 POLK SIT1 RARG EFNB3 EFNB1 HCFC1R1 PIM2 MIDEAS TSR1 CRHR1 MGAT2 PDGFRB TMEM79 EFNA5 ATG2B ADD3 SUPT6H PFKFB3 HOXA11 AKAP12 AKAP10 HOXA10 AANAT NKX2-2 BMP4 BMP3 TRPC4 XPNPEP3 RNF43 RSPO2 KRT8P41 TULP2 CBLB SMYD5 CHRNB2 BMP6 GYPC CCKAR HIP1R CAMKK1 CKB ANKRD17 AP3B2 SIK3 SLC25A1 ERGIC3 GSE1 CCKBR HERC4 SLIT3 HNRNPDL CKM FAM104A SH3KBP1 MOSPD3 CA14 USP4 NDUFAF3 LCNL1 CLDN14 POLR2A STAT6 RASSF7 TLX3 NMU SHISA6 RRBP1 IPO13 NLK TBX5 FZD5 PNLDC1 KCNV1 CALM3 PBX1 NEUROD6 CFAP65 TUSC3 FGF11 FGF10 ITPKB FGF12 CERS5 KLHL4 DMPK STARD4 CGGBP1 HOXC5 SLC4A2 SLC4A1 RPL36AL SATB2 UPRT PCIF1 FGF23 APLNR SOCS5 TRERF1 CDKL5 WDR81 RHBDD3 MACROD1 LRRC3B BPIFA3 MYNN PRPS2 COPZ2 WNT5A TMEM256 ELK1 SOX4 RRM2B ATP6V1B1 SRF PPP1R16B PPL PSMB3 B3GNT7 HOXA7 SFTPC PCED1A BEST1 ATF6B EWSR1 PARD6A CPNE8 PTPN6 CSTF3 ACY1 CPNE4 CKAP4 SSB CMTR2 PSMC6 HOXB7 DIO3 SPATA2L TAFA4 KCTD15 GLI1 FPGS TAFA1 DENND2B PRX BMI1 RAB11FIP5 C9orf72 ABHD17B NR6A1 PRPF6 PRRX1 ASPHD1 JADE1 PAK3 ARHGAP1 ATP8B2 IGF2BP1 KLK13 RABL6 NOL6 C9orf85 RAMP2 EGR3 CYP11A1 SRRM4 MPP2 SOX14 PLD5 C20orf27 KIF16B RUNDC3B BTG1 ATXN7L2 NRK NOP53 FRY CALD1 SH3GLB2 C2orf42 PLCD3 TNPO2 FAM78A BAHD1 ERF PTPRE B3GALT2 RGS17 RSF1 AMPD2 RGS14 KCNN3 OR3A2 SP4 TMEM151A NFIB SPTAN1 RNTCANNRNNYNATTW_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RNTCANNRNNYNATTW_UNKNOWN JAKMIP2 CDC14A SLC6A4 FGF10 LEMD1 CXADR SDHAF2 WNT2 CDH20 HEY1 SAMD11 PDHA2 SLC4A2 MYB TSPAN2 MTUS1 SLC43A3 GTPBP2 SRPK2 GTPBP1 NOL4 PTCHD4 MGAT4C EMX2 ZHX2 NRXN1 CDK5 IL22 OR10J1 RTL9 MYO18B FAM53C CHRDL1 INPP4B SMARCA2 CASQ2 CPSF7 USP3 MYL2 SLC39A13 IKZF2 TAC1 GPM6B ELK3 NUAK2 KRT23 UBE2R2 CNMD ZEB2 NFAT5 FAM91A1 C9orf24 ZNF827 PDZRN4 MYOZ3 ELAVL4 CELF4 FOXP2 SULF2 FAR2 MAP2 LRRN1 TMOD4 ST7 RRAGTTGT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RRAGTTGT_UNKNOWN SLC9A9 STAU1 VSTM2L ATP1B2 BBX SYNCRIP EDIL3 INO80D ITSN1 HOXD10 BDNF ERO1B TAF5L APP CEP97 CERT1 SOSTDC1 BTBD3 OSCAR GRID2 DHX30 ALKBH4 PLS3 STAG1 WNT10A ARHGEF38 PTPRK POLK MRPL50 TFPT PTPRG CRTAC1 PAQR8 LRRC1 DELE1 PKHD1L1 ESPL1 SPAG9 RFC1 LRCH2 ZNF436-AS1 AC141586.1 PELO PIAS1 APH1A HOXA11 ERBB2 ACP6 RIMS1 DAAM2 LIF INTS9 LHX1 DMD SAT1 MED12 SLC31A2 TCF4 NKX2-2 SREK1 KLF5 BMP4 DNMT3A CBLN4 ZEB1 NTF3 OSBPL9 SLC38A9 SMAD5 ZNF521 GAS7 USF1 HEBP1 RAB2A TMOD3 TLL2 SLC25A37 RERE KLF4 SOBP TSHZ3 BCKDK DIS3L NAP1L5 SLC24A3 TMEM115 ATP5PO HHIP SUCO NFXL1 MSL3 GHR NR2F1 NAT9 PRPF31 TMEM35A ARRDC3 ZBTB26 MXD4 ARHGEF11 ZDHHC14 RRM1 ZNF804B TOP3A MOSPD1 ORMDL3 TCTN3 ZNF274 ZBTB9 ZBTB8A ZNF32 SH3D21 CCL24 ZDHHC22 RPL31 BCL11B LRWD1 ETV1 FEN1 APBA1 FOXD3 AGA MVB12A HSCB JARID2 ZC4H2 TSSK4 ATRN TMEM258 ASIC1 NRAS RPS6KA3 RAB30 PSMD11 JADE2 RASSF2 ATP5F1A NR5A2 LUC7L FOXN3 PLXNA2 CBX7 CBFB DAB1 LGI1 KMT2D ZNF691 SCRT2 KCND2 SMCR8 BICDL1 NCALD ANGEL1 FUT11 CA11 MAGI1 ZNF189 ARID1B ERC1 BICD1 ST6GALNAC5 HAUS1 HOXD3 ZMYM2 TBC1D22A TMTC2 TFAP2A RELN CALR3 SMARCA2 SLITRK5 ARFGEF1 ZNF436 SOX2 KCNA1 SNX1 CSMD3 UBE2V1 PHF21B CXXC5 SESN3 PDE6D GPR21 RPL7 HOXA5 C19orf44 CNR1 GABRA1 GABRA3 ITGA1 NR4A3 FOXP3 EPS15 ZIC4 HOXB6 PRICKLE2 ATL3 CRYZL1 UTY KDM6A UBXN10 PAX6 GSX1 CBFA2T3 KCNQ4 GRWD1 SIAH3 DLG3 CNTNAP2 ISOC1 KLHL20 SOX11 SPEF1 LEF1 MBNL1 PCDH7 RBMXL2 ECT2 DIPK2A PANK3 IPO7 JAM3 MREG EDA ING3 PRSS35 TMEM150A ATP5MC3 MSX2 MOAP1 MSI2 FEZF2 PIK3R1 BAHD1 TMEM245 NOX3 GPR119 PRUNE2 MIR17HG TNFSF4 NDUFA3 ADO SNX27 SCOC CREB5 DPYSL3 CELF4 TMEM104 TMEM214 TP63 RDH10 INVS NIPBL RSKR HMBOX1 C11orf87 RCN3 RTTTNNNYTGGM_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RTTTNNNYTGGM_UNKNOWN FHIT ATP1B1 EHMT2 MSTN AP1G2 LMO4 F13A1 UNC50 AQP5 DQX1 ZIC1 ZIC2 MARCO HOXC6 TRIM47 DMXL1 PPP1R1B HOXC4 OGT PUM2 PITX1 MAP2K6 EGFR RPP21 BPIFA1 BPIFB1 SCUBE3 PTPRG TMEM97 NAV3 ZFHX3 TANK SPAG9 HOXD3 PDGFRL HAS2 PPP2R5E BPIFA2 UNC13B ZNF436 FBXO11 DCAF17 RBP4 SLC38A3 HOXA11 CNIH2 FXYD5 PTPRCAP SLCO2A1 RCAN1 SLC11A2 ZBTB37 HOXA2 DDX46 IL23A CCDC80 DMD HOXA7 PCYT1B HNF1A SLC31A2 NOVA1 ZNF423 KLF5 TECTA MCTP2 PAIP2 ACACA METTL8 FOXP1 KCTD6 TRAT1 FOXP2 C16orf87 GCM1 RGS3 TRPS1 ZIC4 NTRK2 RFX3 PHEX MAB21L2 GID4 BMP5 BACH1 GPR85 MAST4 MITF ATP10D PAX2 BOK ZNF654 NOS3 CBLL2 IMPDH2 STX6 GABRG2 ATPAF2 ESR1 GORAB TSPAN6 PROK2 EYA1 DHRS3 ILRUN ANKRD28 C2orf27A CFL2 ESRP2 C4orf19 ZADH2 PTMS USP7 DPF3 REPS2 CAB39L PRSS35 NDP CALD1 PCMTD2 NGF CLDN14 MIP ALDH1A2 BCL11A RXFP4 ETV1 ODF2 TGM5 NIPAL2 NFATC2 DCX INPP5A NFATC1 CCDC71L HAPLN1 HPN CSRNP3 SMIM11A SWAP70 CLEC2A CREB5 CELF4 ASIC2 SLC6A9 LRP1 ID2 GRIA1 FBLN5 C1orf198 PTP4A1 SERPIND1 GGA2 CALM2 NFIB RYAAAKNNNNNNTTGW_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RYAAAKNNNNNNTTGW_UNKNOWN LINC00310 GRIK2 EFNA1 SLC6A4 MANF WNK4 ZIC1 RUNX1T1 HOXD10 CHAD WNT2 BZW2 KCNQ4 OLIG3 DHX38 SCRG1 NUDCD1 CTAGE1 RFLNB TENM1 AKT3 TWIST1 ZC3H6 RARG ANGEL1 NKX2-8 MATN1 RNF213 MPP6 ZNF503 MMP14 ARRDC3 PRELP HOXC11 HIPK1 KCNH8 JMJD1C NUP107 ZNF41 ABLIM1 PPP2R3A ADAMTSL1 TXNL4B EDC4 CALD1 SOX5 ITGB5 TIMP4 CHCHD7 DNAH8 PAQR4 SETD2 OTULINL MYCL HOXA3 GPM6A STX18 CDC42EP3 NOVA1 PLAG1 MAG SWAP70 ANKMY2 NEUROG1 SMG1 ENOX1 SIRT6 FOXP3 KCTD4 GJB1 NKX6-1 ANXA2 FOXP2 CORO1C LAMA4 IGSF21 TRPS1 GSK3B ZIC4 HOXB6 PKP4 GRK5 TBL1X PC RYCACNNRNNRNCAG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RYCACNNRNNRNCAG_UNKNOWN MEF2C GPR173 FAAP20 C5orf64 PLXNA2 SUSD1 LEMD2 FGF13 IL17RE ITSN2 CALB1 FRMD4A CYBC1 PBXIP1 CHST13 MACROH2A1 RHOC SEMA3A TSC22D3 RHOF NPFF COX14 MB EGR3 PLEKHA6 WNT10B SLC25A4 FMR1 EMX2 SOX12 TLE3 ARTN LDB2 ELMO3 PITPNM1 CHRDL1 C3orf49 FBXO11 AHCYL2 PHLDB1 TBC1D21 FAM89B RRAGA CLVS1 MDK STARD13 TPM3 ARX FLYWCH1 BLOC1S1 PPP3CB NADK2 ODF1 UPK2 RPP25L GPR156 FYB1 JOSD2 KLHDC10 CSRNP3 DLGAP4 PPP1R21 LINC01089 UBE2L3 STAT3 ASIC1 KRT73 NIPBL CPNE1 NEUROD2 STEAP1B CD79B SP8 PDZD2 NR5A1 STEAP1 RYTAAWNNNTGAY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RYTAAWNNNTGAY_UNKNOWN ELF4 SLC22A12 GLRA2 KCNIP2 BDNF SLC23A3 TRIM8 PACSIN3 HSF2 PTH1R LRRFIP2 SLC22A6 SRD5A2 RARB GUCA2B NFIL3 EGR1 GTPBP1 GIP STMN2 SCN2A BARHL2 SLC22A8 TLE3 MPP6 PCDH8 UGT1A1 NCKAP5 KLF9 HAO1 SEMA4G SHKBP1 SMARCAL1 NALCN CA4 ZFPM2 GC TDRD5 TSPEAR FBXW7 KLB H4C3 WNT8B MAT2A MED26 EEF1A2 SI BMX NLGN2 KLF14 CREB5 COL16A1 FOXP2 FZD6 PCK1 TP63 GPR34 SULF2 CDH17 GDF10 H3-3B MSS51 RNF145 RYTGCNWTGGNR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RYTGCNWTGGNR_UNKNOWN SLC8A3 ITGB3BP AARSD1 TMEM107 IER5L NTN3 LINC01138 ELAPOR1 STOML2 SYT6 ITSN1 TRMT9B CYRIA RUNDC1 CRYGD CCDC181 ANK2 GRIN2D BTBD3 OGT EIF2B2 TMED10 IL1A POLL KATNAL2 NUDT3 IL21 TAF6L JUNB DPCD LARGE2 SIX1 TFAP2B FXYD1 CNIH2 CWC25 CACNB2 TIMP4 RRAGD DAAM1 FXYD6 FXYD7 PIN1 FOXH1 GMPPB STX18 ARG2 RFX4 TP53BP1 HPCAL4 PPP1R21 MET LINC01973 SHANK1 TNKS1BP1 ARF3 PCSK1N CRYZL1 E2F1 C10orf67 KCNIP4 FEV PAK6 KLHL18 PHF21A PBXIP1 C14orf132 GPR162 DYNC2I2 FNDC9 CALY CFAP100 KLHDC8B SOX12 PARP8 C20orf27 STXBP3 ARRDC4 LPIN2 DDR1 PPM1E SENP1 GNB2 CHST8 SEMA4B RIN1 MAPRE3 YWHAZ SMG7 MINK1 NNAT SLC39A12 KIF9 PLPPR1 AP3M2 ILF3-DT LRRTM3 PTK2B MPPED2 FEZF2 NFATC4 PPP3CA CAMK2A PNMA8A NOS1 NCDN ZNF24 NLGN3 ILF3 MAPK10 CFAP53 CELF6 DUSP3 KCNN2 ORAI3 PPP1R17 YWHAQ KATNAL1 SMTTTTGT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/SMTTTTGT_UNKNOWN LTBP1 ZBTB32 PTGS1 HOXD12 H1-10 CLK1 BTK CITED2 HOXD11 MAGED1 EPC1 APP CLK4 LUC7L2 TLK1 CCAR1 LRRC4 GATM ANKS1B RCOR1 NOL4L ARRDC1-AS1 TMED9 ZNF503 PROX1 BTBD9 JUP ZBTB18 MAPK6 PCYT2 ZMYM5 ZNF436-AS1 MIR9-1HG ROR1 DOC2B PABPC4 ZNF232 DAAM1 CNOT1 ZNF512 HEXIM2 USP49 GLYR1 TRA2B PPP2R2B TCF4 ESRRA TCF7 KLF12 GGN PRR34 SOBP GPR85 FGF8 BACH2 ELF5 CCDC33 GLRA2 KCNK10 P4HA1 KDM2A QKI SRPK2 SLC3A2 ARHGEF17 OVOL2 CACNG3 JPT1 ZNF143 MMP14 SS18 EPB41L1 GNAQ SPRR4 KCNH7 WNT9A MIR7-3HG SRGAP1 SRGAP2 SCML1 ZNF366 SPO11 FSBP FLRT3 IGF1 SPIN1 ACLY PHF12 MID1 ELAVL4 ATRX DUSP4 LRP1 SFPQ PTP4A1 GSK3B CDH19 JADE2 DUSP6 USP44 MTSS1 FOXN3 LMO1 LMO3 RBM3 LMO4 PRICKLE3 RBM5 DAB1 UNC5C LGALSL FRS2 CHST14 MTUS1 EDARADD NMNAT2 PDE4D YTHDF2 IL11RA OGFRL1 ROGDI STMN1 ZNF436 HMGB1 KYAT1 BMPR2 CXXC4 MAPKAPK2 PP2D1 ANAPC15 MEIS2 GPR21 DDX3X CSAD ARPC2 DDX3Y PCDHA11 PCYT1B GPRIN3 NIN AKAP8L NR4A2 NEUROG1 THUMPD2 NR4A3 RBMX TNFSF10 NRF1 MYO10 PNRC2 SLC7A1 ARID4A PREX1 CTCF DACT3 AMMECR1 ZNF207 GPC3 TRIM8 USPL1 NRG1 APLN IP6K2 TRPM8 TUBB2B PCDH8 CDK2AP1 ARL4C MBNL1 KANSL1L PURA DHRS3 KIF1B FAM53C RRAS2 ACVR2A CLDN2 RBM4B EPN1 GPR12 LCP1 EPN2 DPF3 CEP95 HS3ST4 FKBP5 NDP LRMDA SMOC2 CHD2 FEZF2 CD4 FBN2 EHD1 NOX4 MRFAP1 GNAO1 NF2 HNRNPC NF1 DPYSL5 EDEM3 ISL1 CILK1 PRR14L ID2 NIPBL CTTNBP2NL EBF1 SMPD3 EDN3 MOG SHH ATCAY DDX17 SRSF5 SIN3A SFSWAP MACROH2A1 PELI2 SLC12A8 ZNF706 GLDN TGIF1 SRSF3 SRSF2 PCF11 CCR7 STC1 PIAS1 RAB10 FUS TDRD5 ENPP2 ALDOC TAB2 DMD LHX3 IDH2 RIPOR1 LHX6 LHX9 CNKSR2 COLCA1 KLF7 HPCAL1 RNF43 KATNBL1 RYBP EN1 SMAD1 DDX5 DDX6 ZCCHC14 ETS2 NTRK2 PLEKHS1 C16orf72 CPEB4 WBP4 LMOD1 UTP25 VCPKMT CCNJ GSE1 GADD45G SEMA4C CD180 USP2 ZBTB11 IKZF2 XKRX EHF ZFP36L1 SET GPM6A BCL11A ETV1 BCL6 CSNK1A1 JARID2 IPO11 DLG2 NLGN3 ILF3 FZD5 YWHAE ITPR1 YWHAG PPP1R8 RBFOX1 GFPT2 LUC7L3 CHN1 YWHAQ NEUROD1 NHLH2 ATP5F1A NEUROD6 C1orf122 MKRN1 PDGFB KLHL4 CNGB3 TTL DMPK CBX5 CRYGA HOXC6 GATA2 CRYGC OLIG3 TIAM1 TARDBP ITPK1 TFAP2D RBM12 SATB2 SCUBE3 TRERF1 HOXD9 HNRNPA1 ZMYM2 TIAL1 CADM1 HOXD4 SYCP2L AKAP8 SLC38A1 STX5 FRAS1 FGFR4 DIP2B SLC38A2 ONECUT1 SOX3 COX7B ITGB4 MAP4K2 SOX5 ZNF638 HOXA2 HOXA4 ITGB8 HOXA5 BLOC1S1 CLASP1 SLC30A3 KIRREL3-AS3 LRRN4CL GABRA2 BMX FOXP1 RAB33A FOXP2 HOXB3 DIO3 HOXB5 CPNE1 KCTD15 OMG GPR173 KIF2B POU6F2 PRKAG1 NR6A1 RUNX1T1 DSTN JADE1 CXCR4 TPP2 PCBP2 YRDC MSN ATP8B4 KIRREL3 IRAK1 SRRM4 NRXN1 EIF4G2 PANK3 CRKL PIEZO2 UBE2S ZBTB14 CNN3 CAMK2G CALD1 CTNND2 NFIX ILF3-DT SAFB SCG3 POU2F1 SLFN11 CHTOP ERG MAP1B SLC10A1 RNF44 CYP26C1 MED13 ADGRF1 KCNN3 SP3 CDAN1 SP8 SNACANNNYSYAGA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/SNACANNNYSYAGA_UNKNOWN SLITRK2 ZNF875 MRPL42 DCUN1D4 MITF TTLL4 UTP11 AQP4 RAB1B CCDC25 WBP2 FERD3L DCAKD NUDCD1 AAK1 SERTAD3 NOS3 TMEM59 PSMD4 RARA MIER3 NFXL1 TSPAN2 ZNF180 MSL3 COX14 ZNF546 OPA3 SMCR8 NUDT13 TNFAIP8L2 SPEF1 ARID5A HCFC1R1 UBE2H HAUS1 CIAO1 ZNF233 LRRC29 TMEM127 PRCC CHPF TIAL1 ATXN7L2 PEX26 AAMP TOP3A BUB1B RBM41 TCEANC2 NRDE2 WNT9A PNKD MDH1 TMEM208 STK10 ZBTB9 CNIH2 TMEM132E BET1 CBLL1 SESN2 INTS9 CNFN DMD CHM CALCOCO1 LARS1 RNF10 TRIP10 FAM78A PLPP7 MVB12A RBM24 PRUNE2 SLC38A9 JARID2 DTX2 MYO1E ZC4H2 ZNF569 HACE1 ZC3H11A UBXN8 AQP4-AS1 THOC6 RDH11 NMT1 INVS HMBOX1 DPM3 ATP5F1A IFTAP ZNF570 DYM SYATTGTG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/SYATTGTG_UNKNOWN STARD13 SLC36A3 C5orf64 PPP2R5C REST SRSF6 GRIN2B LIN28A SPZ1 BCL7A AL162293.1 PITX2 ANKS1B NOL4L LIG1 MYH2 LDLRAP1 BSN ACRV1 PDYN FRA10AC1 TSR1 BCL2L11 CTNNA2 NNT MAPK6 NDNF TMEM178A EXT1 IBSP FAM166A GJC2 BCL2L1 STK26 ASB17 ARIH1 NECTIN3 CDC40 ZC3H18 IL1RAPL1 HNRNPH1 PLAGL2 ARGLU1 KMT2A CAPRIN1 KLF13 CELSR3 SMAD1 MARCHF7 RALYL SEPTIN11 KRT8P41 TONSL LAMA1 CBLB DLX1 ZNF217 KCNQ1DN SUZ12 REC8 RANBP10 CCNT2 C16orf72 ZNF532 WASF1 CYB5R1 RTN1 RNGTT RABAC1 BAG5 FAM81B SEMA3A ZNF281 ANP32C ARHGEF19 TLE3 MBD5 MMP16 ARHGEF15 LMF1 ZNF341 ZNF362 ORMDL3 NSD1 ZNF485 TSNAXIP1 CLDN17 ZNF274 YWHAZ RAB3C CA14 NNAT MCMBP ABI1 PDAP1 SUGP1 RPL30 CCDC140 GPM6A BCL11A TAGLN3 KIF21A CLEC14A ETV4 UBE2O CSNK2B TNP1 ILF3 GRIA3 MTF2 ANKHD1 MAPK10 ITPR3 POLR3E ACTL9 SEC22A ORAI3 KCNF1 LMBRD1 SKIDA1 FGF14 LMO3 FGF17 GRIK3 CASK CBX8 HOXC6 OLFML3 ELOVL5 CGGBP1 SH3TC2 HOXC4 RNF38 IFRD2 SLC66A2 MB SCUBE2 NUFIP2 GTSF1L FMR1 DLL1 YTHDF2 YTHDF3 ANKHD1-EIF4EBP3 GDPD5 SLITRK4 UCN2 EP300 PYGO1 HSPB2 OPHN1 GPANK1 TRIM39 DDX39B PLXNC1 TFAP4 MYL3 CLU DNAL1 SOX4 MEIS1 C1orf43 RASAL2 HOXA2 DDX3X TSSK3 HOXA7 GALC PRIMA1 THAP11 MON1A RFX4 MYO1C FSCN3 TOMM40 NR4A3 FOXP1 COA8 ATE1 FOXP2 OTUB1 AHCYL1 ADAM22 PCSK1N OMG SGIP1 TNRC6A NDST2 CLDN5 GSX1 PAX3 NFIL3 SPATC1 ZC3H6 EGR3 TEX35 AAMDC PCDH8 EIF4G1 CFL2 CA3 CA2 RBM4B HCFC2 BOD1 PCDHGC3 TCF7L1 TRIB1 TPM3 KRT9 PRDM13 MPPED2 ILF3-DT CHD6 PIK3R3 CAMK2A CHD4 ZSWIM9 GUCA1A ERG PLP1 SIRT6 DPYSL3 RSF1 AP000708.1 PHLPP1 CUX1 NAT8L SH3BGRL2 POFUT1 NFIB FEZ1 TAANNYSGCG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TAANNYSGCG_UNKNOWN BMI1 RND3 CLSTN1 RBM4 SYNCRIP CLK1 NR2E1 SEPTIN7 JADE1 PHF21A ZBED5 DNAJC7 RHOA NFIL3 PCGF1 CCNA2 IMP4 STAG2 BHLHE41 INTS12 ZNF644 YARS1 SUCLG2 PCDHGB5 STK3 PIGN PCDHGB4 EYA3 HOXC10 NBR2 EP300 CCDC115 WNT11 KCNH2 MATR3 NKIRAS2 PRPS1 RAD23A TMEM187 IKZF3 NFKBIA AKAP10 KLC2 CNOT1 C1orf43 ATF2 RPS27 UBE2D3 MEIS2 DHX15 HOXA10 PPP1R12A TBC1D5 FEZF2 LHX6 GTF3C2 CHTOP ATL2 B4GALT1 GDE1 CAPRIN1 GSTCD EN1 QRICH1 CCP110 ISL1 YWHAE RBMX BRCA1 GART SON PPIG CSNK1E TCTA HOXB8 SFPQ SP3 JADE2 RFX3 PBX3 PHF8 TAAYNRNNTCC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TAAYNRNNTCC_UNKNOWN ITGB3BP SLC6A2 LMO3 HOXD12 SYNCRIP SYT6 REST PLEC WT1-AS IL10 HOXD10 DOLK CNOT4 AQP2 PPP1R1B GRIN2D HOXC4 SEMA7A GRID2 SLC4A2 FOXO3 PHOX2B NUDT4 MDGA1 MYH2 MYH4 FGF20 MYH8 NME7 PATE1 FAM53B PCF11 SLITRK1 ARMH4 UNC13D ZBTB18 ARRB1 CGN DLL4 OR8B8 TFAP2B DNTTIP1 WFDC3 NPFFR1 DIP2B PPP2R3A DUSP10 SOX4 ST8SIA3 ESM1 ELK3 DAAM1 ITGBL1 SEMA5B HECTD2 FAM181B SLC4A1AP MAML3 UBE2K ZNF423 ZEB1 GABRA3 ESRRB ESRRG CACNA2D3 FURIN WWC1 ATF3 PPIG ELOA2 ATP2A2 R3HDM2 ZIC4 MAP2 WBP2NL MARCKS SYTL2 FBXO32 RFX2 DENND2B NCOR1 KCNJ16 PPARA FGF7 DIS3L XIRP1 KDM6A MITF CREBZF CTCF PAX3 GPC4 FERD3L GPX1 LRP2BP BLZF1 AP2B1 ARHGAP5 FAM180A SIAH3 ADAMTSL2 MGLL LINC00663 PIWIL2 UTP4 MIER1 COL11A2 PIH1D2 ALX4 NFIL3 CCER1 TRPM3 NKAPD1 SSBP3 NOL4 ZCCHC24 CERCAM ARID5A PTF1A BANP ZNF143 CDK5 ELMO2 PURA PIGV HOXC11 ZFPM2 PATL1 KCNH2 SEZ6 RAPGEFL1 NPVF GAP43 CSF3 CSF2 USP3 SGMS2 ZNF646 PCOLCE HIC1 MSX2 SF3B1 LINC00649 CCDC140 GPM6A NR1D1 RASSF7 LONRF3 ZNF668 MSI2 TNFRSF19 RTN4RL2 FEZF2 DNAI4 CAMK2A SNAP25 TAS2R40 SPATA7 TBX6 ZMYM4 ADARB2 LRRN3 PAK1IP1 AZIN1 ISL1 ASIC1 CDH13 LMNTD2 GFPT2 CRH ZRANB1 ID3 NR5A2 NPNT TCCATTKW_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TCCATTKW_UNKNOWN MLIP JAKMIP2 DST SLC36A3 IL6ST PPP2R5C FST SYNCRIP ZNRF1 WTAP SLC35A2 SRSF5 LUC7L2 BCL7A STAG2 MAP2K5 PHOX2B NOL4L BSN ZNF502 DCLRE1A MAPK6 NAV1 ZMYM5 SPAG5 NOB1 PRDM1 MYO18A SUPT6H ZNF664 PABPC4 DUSP10 BCL2L1 CHCHD7 STK26 ATP6V0B TMEM132A TAB2 RAB7A PFN2 SPATS2 EGFLAM OLFM1 PLAG1 COLCA1 SZRD1 BMP2 CAMLG LRGUK RNF43 ANKMY2 KLF14 SMYD1 GART SEMA6A DLX1 ZNF217 MAP2 BCL6B MARCKS DNASE2B SOBP CCNT2 ZNF710 SORBS2 CTAGE4 KCNT2 ZNF281 STX6 ZNF547 SEPTIN4 SNAPC3 TLE3 CDR2L GNB2 EIF4A1 ZMYND8 MAP3K13 NEXN-AS1 BPTF ECEL1 NNAT SCML1 FHL3 NHLRC2 NETO1 CSDE1 LRRTM4 CHM PER1 DDIT4L FBXW11 ETV5 NOS1 JARID2 NASP MYF5 HSPG2 NUCKS1 IGF1 TRIM25 ELAVL2 ELAVL4 MRPL24 TEX15 ILF2 C12orf50 SFPQ PLN RBFOX1 BNC2 DUSP6 GFRA3 LRP5 ENAH JDP2 MAP3K20 LMO4 SLC6A4 FGF11 ACKR3 FGF12 FSIP2 OLFML3 WNT3 CCDC92 SPRED1 ITCH TFAP2D LINS1 MIR137HG SCUBE3 PLXNB1 ZNF711 AURKA PWP2 CDKL5 TACC1 NCAM2 ZMYM2 TMTC2 VSNL1 VAMP3 PTGFRN KLHL41 ASB7 MYL6 FGFR1 PAFAH2 DIAPH1 TSPAN13 MYL1 CLU SOX2 SIPA1 SOX5 BEX1 CCDC88A SOX4 CCDC85B BEX2 NR2C2 FTH1 MIR503HG GMIP HOXA7 TFDP2 CLASP1 SDF2 MYO1E FANK1 NR4A1 NR4A3 CACNA2D3 SHANK2 SLC25A14 OTUB1 PNRC2 HOXB6 HIVEP1 RFX3 CORT PHF8 CSTF1 CACNA1D OMG CELF3 NDST2 FBXL19-AS1 CTCF CXADR RUNX1T1 BZW2 SLC48A1 GTF2A1 SIAH3 DLG3 USPL1 IGF2BP1 IP6K2 NFX1 SSBP3 EGR3 SOX14 SCAI FOXJ3 ZSCAN2 EML4 TSPAN6 FAM53C CUTA CFL2 ACVR2A TNNI3K ENHO MATR3 CASQ2 YTHDC1 CALD1 CABP1 CTNND2 CTNND1 KITLG ATP5MC2 NR3C1 SETD2 TPM3 KRT9 MPPED2 CHD2 PPP1R12A CHD6 FAXC GNAO1 MRFAP1 DPYSL2 SON SP3 CRH IGFBP4 RNF111 TCCCRNNRTGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TCCCRNNRTGC_UNKNOWN STARD13 CENPO KRR1 VAPA DQX1 WTAP CCDC25 RAB1A DCAKD CEP97 GRIN2B CERT1 SRSF9 RPP30 EIF2B4 CCDC150 POLK ADAT3 MRPL50 NUDT13 LIG1 FANCB TMEM186 BSN SRSF1 PCM1 CEP290 UFSP2 TRAPPC13 KAT2A BIN2 ADSS2 ZNF664 NEK2 CHCHD3 XK INTS9 KBTBD6 KBTBD7 FAM120C PLAGL2 ASXL2 ASXL1 GART ABRAXAS2 ZNF212 ARHGAP44 TCTA NUTF2 FCSK MYL6B CYB5R1 NAP1L3 INSRR HSPH1 TMEM115 VKORC1 NOS3 WFIKKN2 USP16 USP15 FAM133A ZNF354C FAM189B MBD6 POLR1A CSRNP2 TLE4 EMC8 RAD50 MOSPD2 PRMT5 NSD1 BET1 CDK16 RPL30 RB1CC1 CALCOCO1 MED11 FYCO1 C1GALT1C1 ZNF428 GDE1 CSRNP3 LZTR1 SMIM11A LIN37 BRS3 EXOC4 AZIN1 CCP110 MTF2 TRIM23 MRPL24 RASSF6 BRMS1 PSMD11 PPP1R8 GSK3A LUC7L3 TTC30A ELOC PES1 MORF4L1 NDC1 TMTC3 C16orf71 HAUS6 RBM6 EIF5A PRPF19 TBC1D23 UBAC1 VCL CNOT4 CSNK2A1 PUM1 SLC4A2 CCDC92 IFRD2 KMT2D SCAMP4 RPS27A FOXRED2 CLINT1 ZNF189 CLHC1 ANKS3 HSPB9 PA2G4 PRCC STMN1 TFAP4 DNAL1 FBRS TIMP4 SPC25 TTC1 RPL7 XPOT MON1A PHACTR3 CKAP4 TRIR SMG1 CASC3 ABCB6 TRAF3IP1 NMT1 CERS3 PLK1 PNRC2 ZIC5 RRS1 TRABD HDAC8 SEL1L C6orf62 DCUN1D2 FNBP1L PNPLA6 OTUD5 RHOQ TTC30B MBP ORC4 RHOA DLG4 NFATC2IP TSC22D3 KPNB1 WASHC3 ZCCHC8 R3HDM1 KIF11 COX4I1 IRF2BP1 BDH2 POLR1G PMM2 CDK5 ACADVL EYA4 IPO7 CCDC28A KHSRP BUB1B TMCO3 CEND1 SNX11 PTCD3 YTHDC1 SNX17 SNX16 TUBGCP3 TMEM33 CHD4 ZSWIM9 MAG KLK9 AKIRIN2 ADO EDEM3 ISL1 UBL3 C8orf76 SON RDH10 INVS GSPT1 TPGS2 HMBOX1 TMEM74 POFUT1 UBALD1 SMPD3 TGACATY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TGACATY_UNKNOWN MEF2C AJUBA STARD13 LTBP1 TPPP2 PPP2R5B SCN3B ARMCX4 CCSER2 VKORC1L1 PPP2R5C ZBTB32 HNRNPD SLC9A2 SYNCRIP RORB MYLIP AMOTL1 ASCC3 HOXD10 CITED2 AGTR1 PDIA3 MYOT PPP1R1B FSTL5 SH3BGR LSM5 RND2 GNG3 TLK2 PPTC7 PHOX2B GBP5 ANKS1B SPACA7 BARHL1 BARHL2 LIFR SKP2 ZHX2 FAM162A BSDC1 SLF2 PPP1R3A GEM ST13 UNC13D SPAG6 TAGLN ZBTB18 SPAG5 TEX44 JUN TMEM178A HSD11B1 FAM219A APH1A QRFP TET2 ERBB3 DUSP10 ARF6 ESM1 CHCHD7 DAAM1 ATP6V0C IL17B NECTIN3 ARAP2 CDC42EP4 HLA-DOB CDC42EP3 TECTA NTF4 TGFBR1 ASXL1 PPFIBP1 KLF14 ZNF521 KCNK1 GAS7 SFMBT1 DVL1 CYP7B1 SYNE2 WIPI1 RAPSN MAP2 RGS6 MAP7 H3-3B BMP8B SOBP TSHZ3 FGF8 GPR85 ITPRIP LEPROTL1 KCNAB1 USH1G ARHGAP30 SPI1 BSCL2 AP3S1 CUZD1 NAP1L3 FAM83F STAC2 ACAP3 CCDC22 PBXIP1 FAM81B ZNF654 BAIAP2L1 TRPV6 COQ8B STX6 ARHGEF3 HYAL1 NKAPD1 MICAL2 ARHGEF6 SLC3A2 CFTR KIAA0586 TTF2 ELMO1 KLF9 CRLS1 SS18 NCK2 C22orf31 C12orf42 ZMYND8 IRAG2 TNFSF12-TNFSF13 GREB1L KCNH2 ZNF485 TBC1D8 EVA1C CREM C5 MKNK2 FHL3 TMUB2 ITM2B PCSK2 CCL22 SORBS1 PDE1C COL6A3 GALNT15 HTR3A RASA3 FBXW11 FLRT3 HAPLN2 HAPLN1 LMX1B IL9 PDK4 PDZRN4 IGF1 VEZF1 ELAVL4 MID1 CCDC138 TTC17 QPCT DUSP3 LRP1 LARGE1 GSK3B RPS2P45 ZBTB4 SELE CDH10 TRIT1 STT3B FOXN3 CHERP LMO3 C17orf102 HBS1L IQGAP3 RRAD IL13 TNFSF12 PARP6 ZIC1 TGFB2 PRKAR2B ELOVL5 SLC2A4 TPRG1 TIMM9 PITPNC1 UNC5C RNF148 DNAJC1 EGFR SCRT2 NUDT4 RELA STMN4 PDE4D IL22 MANEAL TACC2 CDIN1 CCDC6 GABRR1 GPR55 NOS1AP DCAF7 LITAF NT5C1B BMPR2 KRT36 C1orf43 MEIS1 SESN3 MCHR1 GPR22 KRT31 MEIS2 CSPP1 TTBK2 POLE2 OTOP2 TFDP2 HCN4 ANGPTL2 ALLC FGD4 RILP RAB8B ABCB8 EFEMP1 FSCB ACMSD SLC35G3 P2RX3 EBF2 ZIC4 LMTK2 CACNA1G ADRA1B HIVEP3 SYT13 FBXO32 SCN8A DNAJB4 ABL1 CACNA1D FBXO36 SEL1L CELF3 NDST4 NDST2 DICER1 MXRA8 KRTAP13-2 PEX7 SH2D4A FRMD4A DES ORC4 TRIM8 TRIM9 SCN7A NFIL3 CABLES1 DLG2 NXPH1 SGK2 CDRT4 CDK6 C1orf116 MBNL1 VASP PURA TRPM1 HOXC10 TSPAN4 ATP6V1A HOXC12 FAM53C PRR5L IGF2R ERN1 CTDSPL2 INPP4B INPP4A SNX12 DPF2 DPF3 IRX3 CNIH3 SNX14 SNX17 LRMDA PPM1A CABP7 TSHB NR3C1 STK32C C1QTNF4 FEZF2 PAFAH1B1 NFATC4 ADAMTS12 DCX EHD1 CHD4 NFATC1 CD40LG MAG WBP1L WDTC1 CEBPB GUCA1C ADARB2 NCDN LGSN MFSD14A COL4A6 COL4A5 CLPTM1 SPEG DSC2 ZRANB1 TBL1X MEX3D SMPD3 ATP1B1 AGO2 SYT4 MSTN ADCY6 LEMD1 RAB1A HOOK1 NONO ZFP91 CCDC54 ATP2B3 BDNF PICALM GAB2 PLOD2 LCAT RAPGEF6 PELI2 SAP30L RARB AL162293.1 ABI3BP FAM71F1 CD247 RAB21 PRMT3 EIF2B4 KIF13B EMSY IQCF1 RAP1GDS1 CYP26A1 ZFHX3 CATSPER2 ACTL7A OMA1 PDGFRA MNT BIN3 PRDM1 TSC22D1 LLCFC1 MDH1 ALDOA ENPP2 AKAP12 ASB11 CSRNP1 MYT1 ITGBL1 ASB17 OTP HNRNPA3 CD68 WIPF1 DMD SAT1 LHX3 HOXA10 ADGRB2 NKX2-2 OLFM1 BLNK PLAG1 SASH1 ABR XPNPEP3 OSBPL7 CELSR3 MAP7D1 ZKSCAN5 SELENON MYOZ2 MCAM KCNK18 FOXG1 CLCN5 PDZD2 NRP2 TBL1XR1 SCHIP1 MARCHF10 RBM14 MYO7A MITF ASGR1 SLC24A4 DNAJC13 DNAJC14 ATP5MG NR2F2 DOCK11 LMOD3 COX14 ADAM11 FAM133A CDR2L HERC2 CLC RBBP6 ATXN1 BSND YPEL4 ADTRP ACSBG2 NPPC MOSPD1 MAP3K14 FAM186B UCMA LIMS1 POLR2L IKZF4 ELOF1 XKRX CXCL6 POLR2A CYLD LPXN LINC00649 LIN54 BCL2 BCL11A TLX3 APBA1 PLBD1 MLLT3 SKA2 BCAS2 JARID2 LRRN2 BIRC6 GOLPH3L CLDN20 GRIA4 MAPK10 STAT3 AP2A2 TJP1 RAB30 MEOX2 PYGM SLC16A6 FYN RBFOX1 STN1 DTD2 NHLH2 ATP5F1A APBB2 NEUROD6 CFAP65 TP53INP2 CALM2 CALM1 DNAJC5B FGF19 SNCAIP PDGFA FGF10 FGF12 GDAP1L1 MBIP ITPKC CCDC50 COX5A TTN TRIM54 HOXC6 WNT3 MYOCD RNF38 CCDC141 OLIG2 SLC4A1 TENM1 RBM10 TFAP2D ATOH7 KMT2C MADD CA12 LRP1B FGF23 PPP1CC NEBL PTHLH PLCE1 TIAL1 IGSF3 AKAP5 SLITRK6 SLITRK5 ASB4 AKAP3 AKAP4 FXYD1 FGFR2 RNF19A CALHM4 MSRB3 FGFR3 SCP2D1 SLC38A6 CSMD3 CSNK1G2-AS1 SLC44A5 TAGAP PRR11 BCHE SEPTIN4 RNF11 LRFN5 RUNX1 NOVA2 RUNX3 RNF14 ATG12 HECTD1 ITK LRRN4CL RFX4 LPP DMP1 FOXP2 HOXB3 SLC25A35 RCAN2 CORO1A HOXB8 CPNE1 SPTBN2 PTPN1 DENND2B MYLK HABP2 BMI1 SORBS3 CLTB CD8A MEMO1 TSHZ2 IGFBP6 CREBZF CBFA2T2 RUNX1T1 CRX ARHGAP12 TMEM62 ACVR1C ARHGAP4 PAK6 FOS SLN SLK OLFM4 PCBP1 CAVIN2 GPR162 KIRREL2 GABRG1 STEAP4 TENM3-AS1 CALHM5 SPDYE1 ARHGAP24 DAPK3 RTTN DDR1 EYA1 HIPK1 SBF1 CFL2 ESRP2 COMMD3 TNNI3K WDR64 CTSC PSME4 AOC2 KBTBD8 NPVF KRAS MOB4 FAIM2 METTL9 ZBTB47 ST3GAL1 TNFRSF21 CNN3 SPOCK2 CALD1 CTNND2 CD27 CTNND1 TNFRSF8 DNAH7 TPM3 RPA2 NPAS3 C5orf46 HAND1 DNAI1 PTH TGM1 TEPP POU3F4 TNFRSF19 CDK13 CNN1 FAM78A PIK3R1 INSM1 ARHGEF39 PTPRC FAXC ERCC6L2 FAM170A PTPRD ERG AKIRIN2 MAP1B TP63 TTC39C NTS DCDC1 SPRR1A SLC6A5 WSB2 KCNN2 SULF1 SLC18A2 C18orf54 TRPC4AP PRR16 ADGRG4 TEX2 KBTBD12 TGCGCANK_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCGCANK_UNKNOWN XRCC5 KIFC2 MEF2B C11orf71 SLC9A7 RPL19 XRCC2 RPL14 LSM8 SCN3B RILPL1 CCDC106 XRCC1 ERG28 MRI1 HNRNPL ZNF653 MAGED1 AQP11 BTBD3 KCNK5 ZNF248 MAP2K7 PPTC7 MAP2K6 FAM122A MCRS1 EID2 MECP2 FLYWCH2 MTFR1 KDM5C ZNF503 AIMP2 MAGED2 SPAG8 RPS16 PCYT2 CAVIN1 EIF2S2 ZNHIT1 ABHD14B ZNF382 WDR53 NFKBIA SNRNP35 DAAM1 SIKE1 ACP1 BRK1 HEXIM2 CKLF PABPC1 ZGRF1 SEC23IP SPOP DVL2 ESRRA KIF3A NXF1 FXR2 USF1 USF2 GGN ZNF585B OSR1 SYNGR4 STRADA RBPJ EMC10 HPCA AP001372.2 FAM98A POP7 ZNFX1 NEURL1 DCTN5 FGF9 GLRA2 ZBTB21 UTP11 CLIP3 KLHL18 AP1S1 DLEU1 P4HA1 DLEU2 ANGPT1 TXNDC12 ADCK5 CDC7 ATF7IP HEATR3 ARMC8 TMEM255A LINC00337 ZNF287 EEF1AKMT1 TSACC FOSB ARHGEF15 PPP4R4 SRPK1 MXD3 KLHDC3 ZNF334 ARVCF PFDN1 ACOT13 DOK6 TENT2 EIF4A2 RALGAPB OGA TCF25 PDIA5 NNAT NUDCD2 RPP38-DT PCSK2 WDR12 USP37 CNOT9 MPC2 RASA1 ZMYM4 UPF2 TRAPPC12 ZNF565 CAPN5 SNRNP70 IGF1 PPP1R10 FAM222B ELAVL4 SDHA RPS6KA5 LRP1 JADE2 ZBTB4 SELENOI ZBTB5 WDR20 DNM1 ZMYM6 REPIN1 GPATCH11 SNRPD2 RPS6KB1 RBM7 CNOT4 SLC2A4 ELOVL4 TIA1 EED PMS2 EIF3E FRS3 TUBG1 TUBG2 ZNF575 KMT2A RELA CNBP PDE4D PKIB RCL1 MIB1 HSPB9 ARRB2 VCPIP1 VSNL1 EID2B SMARCA5 PCGF6 UBA52 SMARCA4 SMG6 DNAL1 ABHD13 CCNG2 RABGGTB C2CD6 NR2C1 GFOD2 ZNF12 DDX3X SMARCB1 RETREG3 NUMB C12orf65 ARSK TEF RPL5 TMEM179 PRIMA1 DNAJA2 SHPRH LINC01106 TAF5 SYT12 ICMT GPRASP2 NRF1 MEA1 RSRC1 PDE7A PNRC1 TUBD1 PCSK1N E2F6 HINT1 OTUD5 HR PINK1 PRDX3 PTMA SPRY4 RNF19B GGNBP2 ORC4 GTF2A1 RHOA HDX OTX2 BANP IPO9 PCDH7 CDC5L SERINC1 KANSL1L VAT1 ARL3 ATP6V1F HACD3 FAM13B FAM122B NCOA5 PPME1 KDM3A FMC1 CTDSPL2 MAPRE3 FKBP2 TDP2 SLC35A5 JAKMIP1 KIF9 NFYA COQ2 CDKAL1 FAM174A NUDT9 ZNF668 DAD1 LSM12 INPP5F MYCBP NAE1 GTF3C1 WDTC1 PNMA8A TRMT1L SWT1 FLT4 CREB1 SLC12A5 RNF170 AOPEP LEP METTL22 TECR PTGES3 RPP38 CENPO AGO1 VAPB WDR44 U2AF2 HTN1 MSL2 RAB1B DNAJB12 CCT3 PALB2 CCDC127 HOOK3 NONO CHMP2B SRSF7 RTBDN CD47 BDNF SRSF5 VPS13C WWP1 KIFAP3 PLOD3 RAB23 C6orf136 BCL7A MRPL32 CYHR1 EIF2B5 POLI ZBTB43 RBM14 CIZ1 C2CD2L NUDT10 NUDT11 PIM2 POLA1 SRSF1 TGIF1 ALG9 PPARGC1B SRSF2 RAB18 DLD MRPL45 KAT2A RAB10 MTFMT HS3ST3B1 PDXDC1 TDRD5 SNW1 CDK2AP2 SFXN2 CARF VRK3 TBCCD1 DMD NOA1 ADGRB3 ABHD14A TXLNG FAM120C MRTFB FBXO9 TRAM1 HNRNPH1 UBE2K TDRD1 CNKSR2 OARD1 NAA25 PTPN12 TCTA TMED4 NCOR1 THAP12 ARSB COPS5 TOLLIP ZMAT3 MLH3 RFXANK TTLL1 SENP7 FANCL EIF1 ATAD3A AP2B1 ATAD3B BAG1 GPX4 C14orf178 TTC37 REEP3 NR2F2 PCGF1 CTBP2 CCNI SF1 HERC4 LENG8 ARRDC3 SENP3 SLC25A31 DENND5A SDCCAG8 FOXO4 PUS7L CACUL1 ZNF646 COX7A2L CEP85 SUFU POLR2B HMMR POLR2A CYB561D2 DAW1 CDK16 NR1D1 MED11 BCL9 ING2 B9D1 RBM24 IMMT TSEN2 GRIA3 XIAP YWHAE PREB LINC01006 MRPL22 COG6 RBFOX1 RAB35 RPL7L1 CALM3 HNRNPA2B1 TOB2 NPRL2 THRA GABRB2 GABRB1 MORF4L2 CBX4 EIF5A CBX3 RASGEF1A PKMYT1 SAE1 FGF12 EIPR1 TRMO AIP CBX5 PNN KLHL7 HOXC6 TRIM46 KMT2E TMEM39A RAD21 HOXC4 SRRM2 RNF38 SRRM1 SPRED1 KAT7 RNF32 DYNLT1 GPD1L PRICKLE4 TXNDC11 PCIF1 SNRPN CA11 SHISA7 AURKA TNKS2 MAP4K3 PSMA2 RHBDD3 ASB8 HNRNPA1 TRAM1L1 NDEL1 MRPS18B PSMA4 SLU7 RNF24 WNT5A TFAP4 SSH2 MAP4K1 ANGEL2 AFF4 PAQR4 IRAK4 HOXA1 TMX1 TOMM7 PACRG MTPN SRR EIF3K TMEM143 ASRGL1 NDRG1 ARL6IP4 EWSR1 TP53I11 RABIF GABRA4 GATD3A SNURF PHF1 DNMT1 KCTD13 CSTF1 AIFM1 PLEKHA1 ZCWPW1 EPS15L1 PIGL DYNLRB1 MAPKAP1 ACTR1A PCBP2 GOPC RANBP3 POU4F2 ZC3H8 NOL4 IFT27 CHMP5 RALBP1 PCDHGB6 KRTCAP2 DMRTB1 CAB39 COQ3 CCDC97 EIF4G2 PSD UBE2M KLHL10 COPG1 PPP1R15B NDUFB8 MINK1 CTCFL DPY30 BMERB1 SAFB PPP1R12A POU2F1 GFI1 PTS BRINP3 QPCTL AKIRIN2 B3GALT2 MSH2 TMTC1 NDUFA6 DTX2 NT5C3B PRKN MEPCE SLC6A7 KCNN2 CKS2 PSPC1 TBC1D32 LPCAT3 CRK TGCTGAY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCTGAY_UNKNOWN DLC1 SLC9A9 RP1 PPP2R5B AIF1 RABGAP1L PTGS1 PPP2R5C SYNCRIP PLEC MXI1 LINC02687 MRI1 CUL7 GRIN2B H2BC11 LDLRAD3 TIGD4 STAG2 LRRC4 INA TYRO3 ANKLE1 CNTLN PTPRG ZHX2 OLFML2A KDM5C ZNF503 PTPRN MYH8 F5 TMEM178A ZNF384 ROR1 RYR1 CCDC148 VGLL4 AGAP3 ADAMTS4 FAM219A APH1A HLA-DRB1 PABPC5 ADCYAP1 ARIH1 SPATS2 NECTIN3 HLA-DRB4 TCF4 PPP2R2B RLBP1 CLEC3A CPXM1 SPOP DNMT3A IL23R ESRRB WDFY3-AS2 PCDH10 MAOB INTS2 PCDH18 GART OSR1 MLLT11 CYP17A1 ZNF217 ARF1 HEBP1 PKP4 MAP4 RGS8 DNASE2B P2RX6 FGF6 LCTL GPR85 FGF7 ZNF532 FGF9 CARMIL1 KCNK12 FBXL19 HHATL ZNF654 KDM2A ANGPT1 USP16 CYTOR WDR86 MYB FNDC9 AMY2A CEACAM1 AVP MGAT4C ARHGEF19 ADNP CACNG3 CACNG2 DNAJC18 C8B PPEF2 DOK4 CCND2 EIF4A2 URI1 KCNH3 NSD1 SCML4 PTOV1 HLA-DQB2 H2AC11 GPR63 GPAA1 PCYOX1L PCSK1 GALNT10 TMCC1 LRRTM4 AMELX PDE1C AMELY PPP2CA ARMCX2 NDUFA4L2 SNAP25 BUB3 GALNT13 WNT8B IL4 BRD2 IL9 RTN4R PPP1R10 NTNG2 PDZRN4 ELAVL2 SGTB RPL28 ASIC1 P2RY10 IQSEC1 STAB1 BNC2 GNG10 PTP4A1 NPHS1 MC4R DGKZ ZBTB5 ZNF462 SERPIND1 HTR2B WNT7A CDH10 LMO3 AP1G1 LMO4 CNOT3 MLX IL17RC FSIP2 MOB3C ASPA LGR4 ANK3 SND1 AAK1 SLCO1C1 PITPNC1 MICAL1 SSX9P ZNF593 KCND3 KCND1 CMAS STMN4 RNF213 STIM1 LINC02694 SLC25A51 IRS1 DDIT3 HHEX ZNF516-DT HSPB7 DHFR2 SIX1 COL1A2 LRRK1 FBXO11 LRATD2 LRATD1 KCNA1 TRIOBP OPN1SW MEIS1 PDE6B FBXW7 P2RY6 GPR21 MEIS2 DDX3X ZEB2 CSAD TEK SSX5 TRAF4 SLC6A14 TEAD1 NR4A1 SLCO2B1 SHANK1 RNF152 SLC7A2 HIVEP3 CACNA1E DNAJB4 CACNA1B E2F3 CLSTN3 NDST2 DICER1 GABBR1 RHOQ CTCF FES PAX2 TRIM2 ZP1 VPS16 NRG1 RHOG CYB5R4 PURG CCDC9B CNTN6 ZFY SLA2 OTX2 PADI4 ARL4C NEXN DHRS3 PPM1E LCK SLC35E1 ZFPM2 INPP4B JMJD1C SNX10 BTAF1 SNX15 LRMDA NR3C2 MSX2 SKAP1 FAM91A1 HSPA5 WDFY3 GSTA2 MAG KAT14 NCDN ADARB2 C1orf21 COL5A3 ACTL6B GDPD2 SH3BGRL2 TBL1X TBL1Y MEX3B SYT4 SNCB SYT5 CD2AP RAB1A APOH RARA RARB ABI3BP PITX2 MIR22HG PKN1 DCTN3 MIDEAS GLT8D2 PCF11 RBM15B KRT16 NAV2 LHFPL1 PRDM1 ACR RBP5 ALDOA PFKFB3 ENPP2 CDK15 TAB2 TCF21 GAD2 PRUNE1 ADGRB2 SLC43A2 SLC31A2 BLNK PLAG1 BMP2 TLCD3B GPR157 RNF43 OSBPL7 RYBP CHI3L1 FER1L6-AS1 TIMD4 ARFIP1 UNC45A TBC1D10B SUPT16H CHRNB4 PLAU NRP2 ABCF3 JPH2 NRP1 RAB5B STBD1 MITF GJA1 WBP4 ARL2BP KCNIP4 CYBC1 MYLK3 CCDC91 DNAJC11 LMOD1 VCPKMT COX14 MBD5 CLC SLIT3 SLC26A3 SENP1 ANKRD28 CKM ANKRD23 HDDC3 SEMA4C SEMA4B HELZ2 TOMM22 LYVE1 CDC42SE1 GADD45A CRYBA1 MAP3K13 SRCAP PPFIA2 RAB3C USP2 SLC39A13 FAM124A GPM6B FKBP1A FRMD5 DTNB ETV1 SPATA3 PRKAA2 DDIT4L CDK18 ETV5 DTNA GPBP1 TBXAS1 HSCB TBX2 JARID2 KRT75 ITPR3 KCNV2 MRPL24 PREB GBA2 SAMD7 YWHAG RAB30 COL19A1 MAPK12 FYN SLC16A6 TAAR9 PSMD11 RBFOX1 DRP2 LRRN1 CALM3 NLN NHLH1 TOB1 SLC22A17 SLC6A2 FAM110A WNK4 FGF13 UBQLN2 MINDY1 TTN WNT2 TTR WNT3 SZT2 NSUN3 CGGBP1 SRRM2 TFAP2D TUB CA10 MADD FUT11 NUFIP2 HRK MEPE NUMBL WDR81 ASB9 SLITRK1 RHBDD3 ISCU SLITRK3 UCN2 MRPS18B CHPF HNRNPA0 SLITRK6 ASB4 MAP3K15 DIAPH1 SMIM3 MYL1 RRAGA NAPA ELK3 FXYD6 PAQR4 PPP1R16B HOXA3 CCDC80 RLIM RHOBTB2 UBE2D1 SLC30A8 RUNX1 AXIN2 THAP11 EWSR1 HECTD1 GABRA6 ITGA3 WRN FOXP2 BEST3 SREBF2 ULK1 DIO3 CPNE1 HOXB9 OMG MYLK PRX SLC5A3 GPR173 METAP1 ABHD17B IGFBP6 STON2 UBA3 RUNX1T1 PLBD2 TMEM62 FOS RANBP9 KCNQ4 PCBP4 SIAH3 CAMSAP1 PSMD3 NCKIPSD ANKRD13D PLEKHH3 EVA1B TSC22D3 PHC1 NKX2-1 LINC00305 C9orf85 FILIP1 LDB1 CALHM5 LEAP2 ARHGAP24 PIGN SSMEM1 PRKCQ TMEM71 REEP6 TANGO2 ATXN7L2 NREP NPVF SEZ6 PPP1R15A SPOCK2 NANOS1 CTNND1 PCDHGC3 TPM4 TRIB2 MOAP1 DNAI1 SLC39A9 POU3F4 HS6ST2 TNPO2 BRINP3 CAMK2A MYOC DOCK8-AS1 TNXB ERH GPR119 DTX2 PTPRA GRHL3 SON NAT8L MED13 ITPRIPL1 THRAP3 MAPK8IP2 LINC01931 TGGNNNNNNKCCAR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TGGNNNNNNKCCAR_UNKNOWN MEF2C VWA7 CTHRC1 PGF RORC H1-10 CYRIA MAP3K5 USP54 FAP PIK3C3 TOX2 MIR600HG PPTC7 LSMEM2 BHLHE40 CRYAB ZHX2 F9 CYP1A2 LRRC59 CTNNA3 ADAMTS7 WFDC6 CAVIN1 VASN MAPK3 TMEM178A ROR1 PELO TGIF2 ZNF664 RALGPS2 COA3 LINC00474 GPRASP1 CACNB1 NFKBIA DUSP14 FGL1 SPP2 DNMT3A MGAT4A ST13P4 MT-ND4L KLF14 LINC00314 ITIH6 EI24 ASS1 RBPJ AP001372.2 FCGBP RERE EIF2A LRRC17 RTN1 HHATL CAMKV SPIB BRD4 KCNG3 SLC22A1 ARHGEF2 RAP2C ACTA1 TMEM255A ARHGEF5 SLC22A8 ARHGEF19 TP53 SLC3A1 MYCN ELMO1 SYT9 XPR1 KCNH2 ATP10B EVA1C TFR2 FHL1 NNAT GNG12 ITM2B CIPC PCOLCE DGKD CKMT1B LRRTM1 COL6A3 LMLN MTMR4 PDK2 IL6 SWAP70 CS FADS3 PDZRN4 NTNG2 PHF12 MTF2 MID1 SGTB PCK1 DUSP3 ASIC3 EPPIN ZNF462 LIX1L MTSS1 RETNLB IER5L CGB2 TNFSF15 VCL PRKAR2A SLC2A4 RGN CCDC92 SCRT2 PLCXD2 GNB1L RNF213 VAMP1 SPTB EXTL3 HDLBP SIPA1 TINAGL1 TIMP4 PAG1 PRSS36 CCDC177 NR2C2 SLCO2A1 ISYNA1 PRKRA OVOL1 ATAD3C SH3TC1 TRAF4 GABRP FSCN2 ADAM23 S100A8 SYT12 RPL23A GPRASP2 REM2 RBMX SETD3 MARCHF5 EBF2 PNRC1 ARL4C ADM2 GPC4 SH2D4A SPRY1 VWA1 CCN5 HEY1 NUDCD1 HDX APLN CFI NXPH1 CCDC9B C16orf89 HMGA2 ALDH3B1 PADI1 SDC1 PRRC2C KIF1B FAM53C STXBP6 IPO7 CA7 WRAP53 CHRM1 PPME1 CDK2AP1 ZFPM2 CASQ1 VIP EDA VIM NFYA CDH5 UBE2R2 TPPP3 PRDM13 SRCIN1 HFM1 C1QTNF1 SCNN1A EHD4 NFATC1 WBP1L CBL CREB5 ANXA3 GDPD2 RASL11B PRELID1 HIF3A SCN4B IQCG MYLPF ARL13B ATP1B1 ADGRG6 PDLIM7 WDR44 STAT5A STAT5B LINC00299 AQP3 RTBDN GOT1 SULT1A1 RAB24 SULT1A2 GTPBP2 DAB2IP MRPL50 EFNB1 SGMS1 PPARGC1A ZFHX3 FARP1 TANK GCC1 TSC22D4 FAM53B COLQ KRT17 MLLT10 CAMK1 PDGFRB ADD3 BLCAP ALDOA CLCN3 NEK1 CSRNP1 EPHB6 MOV10 NECAB3 HOXA10 SBSPON SLC31A2 GDPD3 NR1H3 GNAT1 PLAT OSBPL9 RNF43 SMAD7 SMAD6 OARD1 SCD OSBPL7 ARFIP2 RALYL YPEL3 ATP2A2 SFRP2 LAMA5 C10orf82 TMEM131L TMOD4 PPARA JPH4 JPH3 RBM14 CPEB3 SPINK4 EXD1 FERD3L ANKRD17 DOK7 KANK1 TIMM10B SEMA3C LMOD1 NR2F1 CCN1 CAMP RBBP7 PTGDS KANK2 RIN2 DENND5A SGCD CBX2 PLA2G3 MAP3K14 NPPA SERP1 POLR2I IKZF2 MLF2 STARD13 LINC00649 HBP1 CHP1 DDIT4L MLLT3 LY75 SHISA6 CYTH3 MT-ND4 NLGN3 MT-ND5 PTGFR SEC11C KREMEN2 ORAI3 RAB34 NEUROD2 NLN GSKIP PBX2 SLC22A17 PLXNA3 SNCAIP KERA PDGFB FGF11 RPE65 TRIM46 STARD3 KMT2E SLC25A24 STARD8 VEGFA LOX SLC4A1 WDPCP MAGEL2 PLXNB1 FOXN1 ZNF189 LYPLA2 TCN2 ST6GALNAC5 PTHLH MACROD1 IGSF1 TMTC2 C17orf58 WNT5A FXYD1 CAV3 MSRB3 SLC38A3 PODN RNF186 FOXI2 HOXA3 MTCH2 HOXA6 SFTPC HOXA9 HBEGF GAL3ST1 CREBL2 TBCB LRRN4CL ITGA1 SETD7 ANKRD39 FOXP2 SALL4 GCM1 DIO2 NCKAP5 GLS SALL1 HOXB6 IRAG1 STON2 SCGB1A1 DDR2 CBFA2T2 SYNPO2L KIAA0040 PCBP4 EMID1 CAVIN2 ADAMTSL2 SOX15 ARHGAP8 TTC19 KLK13 NRXN3 MPP2 CARMIL3 CHST5 UBE2H KRTCAP2 EYA3 EIF4G2 PRR15 CHST9 FAM118B ESRP2 NRK CNTD1 TMEM182 MORC4 GPRC5C NEFM PCDHGC3 DDHD1 LINC01565 PLCD4 MYOG KRT4 PIK3R3 SLC39A4 HPN GPR119 B3GALT2 RUFY1 KCNN4 GRHL3 RTL10 KCNN3 MPL CUEDC1 NFIA NFIB IGFBP5 TGTYNNNNNRGCARM_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TGTYNNNNNRGCARM_UNKNOWN GNA13 TSHZ3 SIDT1 NDST1 ASCC1 CITED1 MAX FRMD4A CYRIA OSR2 FSIP1 POU4F2 ZP1 PRKACA ATP13A4 ZFYVE1 TYRO3 EXOSC9 MPP2 KATNAL2 PLD5 TTF1 MGP C2CD2L NDUFC1 SLC34A3 ELMO1 FAM53B SPAG9 PPM1E ROGDI BTG2 SHANK2-AS3 LIX1 HOXD4 OMA1 GIPR TMEM178A CAMK1 SEMA4B ZNF768 NUP62CL MOK TSC22D1 KLHL41 STX5 AKAP3 FOXO4 GRHL2 QRFP ABLIM3 PTK7 TNFRSF8 CDK2AP2 DNAAF6 RCAN1 ZEB2 NR1D1 EPX CAMK2D RHOBTB1 FEZF2 TNKS ARAP1 MRAP2 PPP2R2B SLAIN1 SELPLG CAMK2A CFAP298 SLC44A1 KRIT1 NCDN HPCAL4 TP53BP1 NLGN2 SPARC DGKI B9D2 MORN4 P2RX4 MEOX2 RNF207 RWDD1 CRH MARCHF1 CP DNM2 TMTCGCGANR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TMTCGCGANR_UNKNOWN HNRNPK RPL17 PUF60 WDR44 SMC1A EIF5 CNOT3 SEPTIN7 CD2AP NOL11 WDR73 MAP3K7 ZFP91 CAND1 SRSF5 IDH3G SMARCD2 PLOD2 ZFC3H1 SMG5 FGFR1OP2 LUC7L2 TLK2 RPL12 SUPT5H SCAMP5 NUDT2 ANAPC4 NOL9 TSR1 AGBL3 DCTN2 UHRF2 RPS19 INO80 IFT74 CYB5D1 TMEM79 ZZZ3 NPTN TMEM209 ANKFY1 MDH2 FUS SKA3 PFKFB2 COX7B RRAGA ATF2 UBE2D3 DDX3X PSMB2 RPL10A HNRNPH3 CDK12 WDR6 ASXL1 PTPN4 SUV39H1 MOB1B SAP18 ICMT DENR MARCHF7 GAS8 RPS6 VDAC3 RAB33B RPS7 SLC25A11 LAMP1 COQ9 UPF3B RBPJ RNF167 ARF3 ATF7 CCT8 TROAP RBM39 THAP2 WDR77 RIBC1 MRPL57 LSM14A TTC23 COX11 CHURC1 TMEM183A RMI1 CREBZF PRDX4 TAS1R1 ZNF346 PRDX1 OFD1 BZW1 SEC62 FSIP1 ASH2L GGNBP2 DBR1 POU4F1 PSMD5 THAP7-AS1 CHUK CCNJ SLC25A4 LINC00337 CENPT MICU3 ZNF286A ADNP TAOK1 POLR1C BANP LRRC28 CDC5L STXBP4 DGUOK STYXL1 PURA PIGN NDUFA11 DNAJC27 GPATCH3 RBM26 MATR3 ZNF414 YIPF3 INTS13 SPAG16 THAP7 SMG7 RPS15A NFYC SEC63 CSDE1 FAM76A PPP1R12A CAMK2D THAP1 MPC2 HSPA4 MICU2 BCAS3 AGL CRP C5orf24 MMS22L JOSD2 GPBP1 TTC14 LRSAM1 SLC12A2 RPL26 ATP5PB QRICH1 NAA38 POLDIP3 MAPK14 KAZALD1 TMCO1 SSR4 MBTPS1 TRAPPC2 TNCATNTCCYR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TNCATNTCCYR_UNKNOWN PPP2R5B LMO3 LMO4 LINC01138 CASK DCAF1 PRPF19 HOXD1 TLR7 MICOS13 BDNF WNT3 DDX25 ZFP2 PUS3 MED15 MAP2K6 MRPL34 WWOX GPR183 PIK3CG MRPL50 ENOX2 DFFA MADD ZNF189 HMG20A VPS41 CARF CDIN1 PRKRIP1 OPHN1 CALR3 BIN1 COX7B NT5C1B COX7C CSMD3 NTAN1 TTC1 DDX47 CHMP2A PDE6D INTS9 HOXA5 C19orf44 STX16 MRPL54 DYNC1I2 ATF6B MON1A KLF12 ABCB1 NR4A3 DROSHA PTPN11 MARCHF5 SAP130 PSMC3 P2RX3 MTR DNASE2B ADAM22 HDAC8 ZNFX1 ZNF420 CPEB3 FOXA3 PRAF2 PAX2 MEN1 CD96 DRC7 ALKBH8 CAVIN2 FTSJ1 ZNF546 SYMPK SNAPC3 SOX12 PARP8 TLE4 CSRNP2 POLR1B COQ10A INIP C5orf22 UBE2N HOXC12 IPO7 SHKBP1 DEF6 AAMP TMED5 PNKD SAMD12 UNC80 HSD11B1L ST3GAL2 CD180 FOXO4 LYSMD1 BET1 FEM1A RASGRP3 LRRTM3 COL6A3 SLC35B4 APBA3 ZNF471 SCNM1 GFUS HSD17B4 FKBPL ZNF263 PLPP7 ERG RNF220 ZNF568 DTX2 ZNF569 DPYSL2 CNPY2 CLEC7A AGTRAP RDH11 MPI GSPT1 BABAM1 GSK3A FYN NSD3 HMBOX1 AMTN ZNF570 ZNF571 SMPD3 TTANTCA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TTANTCA_UNKNOWN SCN3B NEIL3 CRHBP HNRNPR RORB ADGRL2 EPC2 CDH20 MAP3K5 GRIN2B STAG2 PIK3CG TMEFF2 NSMCE3 KIF5A BARHL1 TMIE BARHL2 GRIN2A LIFR KDM5C SMIM29 PROX1 MARK2 JUP SSTR5 SSTR1 BACE2 AC141586.1 ROR1 RYR2 MAPK9 MAPK8 PMP22 MCTS1 GC QRFP MTX2 ARF6 PFN2 ALKBH1 IL25 PPP2R2B SREK1 TECTA ASXL2 CYP46A1 ESRRB PAIP2 C3orf35 ESRRG HBA2 SERPINI2 KCNQ1DN MAB21L1 TSHZ3 FGF5 ITPRIP FGF7 ZNF532 TCOF1 CUZD1 ATP10D GDPD4 STAC2 IL13RA1 SPIN2A FNDC9 AMY2A USP14 GIP TMEM255A ENGASE ELMO3 KLHDC3 EREG BNIP1 SSTR5-AS1 SERPINB7 TXN SERPINB2 TMEM59L CSF2 C5 UGDH PART1 SPO11 CIPC GATB NT5DC2 CALCOCO1 SERPINB13 ACSL4 MTMR4 USP32 BRMS1L MYF6 IL3 SLC8A1 LINC00955 IL5 CSRNP3 SLC47A1 IGF1 LMX1A AAR2 CNTF NRAP DUSP1 BNC2 POLDIP3 NSD3 DPYD MSS51 DUSP6 SLC8A3 MPZL1 RAB9A PRPF4B LMO2 LMO3 LMO4 GMCL2 IL13 IL17RC NR2E1 RGL1 RNF141 CDKN2C DNAJC1 PLEKHA5 ZNF593 STMN2 BAIAP2 RELA STMN4 MYO3B IL21 RPH3A PKIA CDIN1 MIB1 ASCL1 CCDC6 ROGDI ZNF516-DT CFAP54 SMARCA1 SMARCA2 FBXO11 SPTB CES5A C3AR1 ADAMTSL1 PTK7 BMPR2 SKP1 MAPKAPK2 ARPC5 COMMD10 FBXW7 MEIS2 TFEC H4C5 FBXO44 H4C3 LARP7 RAB8B CUBN SYT10 MYO1B MET ABCB5 NMT2 MYO10 DSG4 DNAJB9 MEA1 MARCHF5 DSG3 EBF2 DSG1 FBXO30 TMEM88 DNAJB1 ABL1 ABL2 FABP6 CLDN8 E2F1 E2F3 UBXN10 PAX6 PAX3 SDC4 ILDR2 PAX9 GRWD1 FSIP2 TMEM196 SNTB2 LRRFIP2 SLC43A3 IL18RAP GPR174 GAST PCDH9 PRPF3 CDK2AP1 PCDH7 SLC7A11 ZNF689 KIF1B HOXC11 CA8 SLC41A1 CLDN2 ZFPM2 TXNRD1 JMJD1C CASQ2 FAM98B HS3ST4 CRLF1 UBE2R2 SLC35B1 MRPL58 KLRA1P OTUD4 CD40LG CEBPA DPH1 TNFSF4 KLK9 CEBPB CEBPE NFRKB C4BPA ISL1 THOC6 CELA1 CUX1 SDF2L1 MESP1 VPS26A HMGN2 ADGRG6 C5orf64 MSTN TECPR1 EDN1 UXS1 RAB1A WDR73 ZFP91 DDX17 CD44 GRID2 BAIAP2L2 IFNK ABI3BP TSPAN2 C7orf33 MIR22HG GTPBP1 ATRNL1 SCN2A TGIF1 PRDM8 TMEM185A KRT14 BIN3 PIAS1 PRDM1 TSC22D1 DBN1 MICALL1 PTCH1 BDKRB1 RIMS1 KRT23 OTP MINDY3 SEMA5B AP1AR CD68 APOOL DMD LHX5 LHX9 NR1H4 PLAT KLF5 GPR158 KLHDC10 RYBP GPR150 SFR1 DLX1 RABEP1 ETS1 ETS2 DLX4 HMCES CLCN4 NRP2 CPEB3 CPEB4 KCNIP2 KCNIP4 HSPH1 GPX1 AP2B1 SEMA3A REEP3 NABP2 GOLGA4 CCER1 PCDH11Y PCDHB3 PCDH11X PDIA4 ATXN1 MPZL3 PLA2G6 RIN1 AP5B1 MAP3K13 CHL1 THAP9 SLC39A13 MFSD2A THAP5 NEO1 HMMR LINC00649 GPM6A RASSF8 BCL9 SKA2 BCKDHA LRRN2 DLGAP4 NLGN1 B3GLCT SIGLEC1 SOD2 TEX15 CAPG LRRN1 CHN2 NHLH1 VLDLR CRYGS GABRB1 RASGEF1B ACKR3 CASK MMP3 CNGB3 TAPBP TTR WNT4 FHDC1 GATA6 SH3TC2 ZMIZ1 VEGFA RBMS2 RBMS3 ACY3 LGI2 ROBO3 CARTPT TTLL6 S100A10 DCLK1 MFGE8 LRTOMT TRIM33 PLAAT1 VPS50 CADM1 AKAP1 EMP1 GAL3ST3 FGFR1 NLRP3 SNX6 KNCN NSG2 RRAGA GREM1 LMAN1 PRR11 MAP11 BLOC1S1 SARNP CCDC18 ZNF474 ATXN7L1 RFX4 FOXP1 FOXP2 CORO1C SLC25A13 ULK1 MTTP NEDD4 SALL1 THNSL2 CYFIP2 OMG PHF8 GRB7 PHF6 UQCRC2 SLC5A3 IGFBP6 RP1L1 ZCWPW1 FBXL19-AS1 PPOX STIP1 CLTC CBFA2T2 RUNX1T1 ADAMTSL2 POU4F3 YRDC MSMB ITIH2 EVI2B MSN TNIP3 MICALL2 KIRREL3 PRKCH MRPS6 CARMIL3 ARHGAP24 ALK SSMEM1 MFN2 EYA1 XPC PANK3 RBM33 KLHL13 ACTE1P CNPPD1 SEZ6 UNC80 GPRC5D WIPI2 NEFM UBE3A TRA2A SLC37A4 ERRFI1 ST3GAL4 DNAH5 RPA3 RETREG2 ARPP21 DNAI1 NPTX2 POU2F1 NFAT5 CAMK2D PIK3R3 SLC39A2 CRIM1 GPR107 GPR119 METAP1D UBE4B BEND4 MEPCE YIPF7 SULF2 KIAA1549L MED13 DPY19L3 SULF1 GAREM1 TMEM126B C11orf87 CHRNA10 SLC9A9 DLC1 LTBP1 JAKMIP2 PTGS2 SLC9A5 CDK14 MASP1 LTBP2 FSTL3 L1CAM CITED2 PLS3 BHLHE40 PTPRK TYRO3 PTPRM MAGI1 CRTAC1 PTPRG SPAG1 COLEC10 PTPRR PTPRO ADAMTS6 SPAG9 ZBTB18 CEBPA-DT SMPX VGLL4 CD226 AGAP3 ADAMTS4 IBSP FAM219A SERPINA10 GNAI1 ACP6 RTKN2 HEXIM2 ADCYAP1 USP49 ARAP2 NECAP1 GPD1 TCF7 ZEB1 MAP2K1 MAP2K3 HGF CNPY4 TRPS1 MAP2 DNAJC22 PRR34 SYTL2 SOBP GLRA1 GLRA2 LINC00052 LINC01164 GPR88 RTN1 RTN3 GRIPAP1 ZNF654 KMT5C KDM2A SERTAD4 TMEM59 BAIAP2L1 ARFGAP2 FMNL1 SRPK2 SUCNR1 OTUD7B CIAO1 PJA1 IL18BP OTOF TCEANC2 PAXBP1 ZNF485 SPAG16 HSD3B7 NPY2R CREM FHL5 NUDCD2 DGKA PCSK1 CCL22 NUMA1 TMCC1 HPSE2 PDE1A TBC1D5 HGFAC HTR3B BUB3 RASA2 FLRT3 TTC12 SELENOO ELAVL2 DGKI KRT28 EFHC2 PCK1 RPS6KA3 LARGE1 RASSF1 UBA1 GFRA1 TMCO1 ZBTB2 DCAF11 NR5A2 HTR2C DNM1 SLITRK2 TRMT9B ZIC2 ASPA SPINK7 PITPNC1 SPON1 TMPRSS11D KRT76 NCALD HAL CMTM8 PDE4D VAX1 SIX1 CEP57 XRN2 HMGB2 DRD3 SYT16 TINAGL1 KCNA3 SESN2 TIMP1 CXorf58 ZMAT5 RCAN1 ZEB2 FGA KRT34 TEF GRPR ADAM33 PRIMA1 ZNF423 ATP5MGL CPA5 GPRIN3 TAF6 EFEMP1 FSCB NEUROG1 SLIRP NIPA2 DOCK7 SHANK2 LYPD3 GPR34 TSC1 ZIC5 HIVEP3 MYH11 ARL4C CPB1 RBM39 DDX52 SEL1L MYH10 FOSL2 NDST4 ARID4A PRDX4 CXADR FES KRTAP13-2 KRTAP11-1 USPL1 NDUFS2 DLG2 WNK1 IP6K2 TRPM8 LIMK1 PRR7 PIP4K2B CDK6 KLHL24 HMGA2 PDP1 HMGA1 PURA FAM13B ARPC5L UCHL5 UCHL3 PPM1L GAP43 ACVR1 ABLIM1 VIP IRX4 DPF3 CNIH3 NDP LRMDA NR3C2 CABP7 TAC1 KITLG NAALADL2 ECI1 IGF1R CDH9 UFM1 ALDH1A3 PAFAH1B1 FBN2 NEDD4L DCX COL8A1 TAS2R41 COL4A4 COL4A3 FLT1 NCDN CREB5 LINGO2 VSX1 TAB3 COL4A6 COL4A5 SLCO1B1 NIPBL SH3BGRL2 ZRANB1 MTFP1 SPOPL NOG CDX2 AQP9 ADCY8 WDR44 AQP5 AQP3 AQP2 CCN3 HOMER3 RAPGEF6 STAM PITX2 FAM178B PMCH POLG CIZ1 PIM1 HCFC1R1 PRPF38B SRSF1 TBR1 SAG MGAT2 PCF11 NNT LAMC2 EFNA5 CASZ1 SRSF8 GCNT2 TDRD5 ELL PDLIM5 TRAK2 ITGA11 STRADB TAGLN2 ANKRD44 TPI1 HNMT CDC40 SAT1 FCER1G IL1RAPL2 IL1RAPL1 GAD1 SLC44A1 BMP4 PDZD7 MTMR10 S100A16 ANKMY2 TREX2 TREX1 EN1 SMAD1 HOMER2 PYM1 NOTCH1 TMEM131L SFRP4 PON1 JAZF1 TMOD3 PDZD2 SLC16A13 DIS3L HIP1R WASF1 ZMAT3 MITF WASF2 WBP4 CAMKK1 EIF1 VCPKMT CCN1 ADAM11 ASTN1 CLC CTNNBIP1 ACOXL-AS1 ATP6V1C2 ANKRD28 TBX19 CLDN17 CRYBG2 USP3 USP2 POLR2K RPL27A IKZF2 SFN G3BP1 CYLD LIN54 PGAP2 FAM216B C8orf82 HBP1 SHISA6 GPBP1 RNF220 MCF2 RRBP1 GOLPH3L AZIN1 OPN5 ERBIN RBFOX1 MAPK14 DENND2D BAMBI C1orf122 TJP2 BCAR3 GIMAP5 RIPK4 FGF10 FGF12 CBX8 CERS6 VCAN BEND5 KRTAP6-1 HOXC6 KRTAP6-2 KMT2E HOXC4 MED15 LOX SCUBE3 LINC01559 TRERF1 WDR81 NUMBL SLITRK1 RHBDD3 SLITRK4 TMEM127 HOXD3 TIAL1 HOXD4 SLITRK6 ZRSR2 SCP2D1 APOO SLC38A6 SOX5 SOX4 ATP6V1B2 ELK3 KLHL34 HOXA1 HOXA2 HOXA5 ELK4 RLIM TMSB4XP6 HOXA9 SLC30A3 SKIL RUNX1 TMSB4XP8 RUNX3 EWSR1 TMSB4XP4 MAFF TMSB4XP1 CPNE4 CPNE5 TINAG HOXB3 PRICKLE1 HOXB6 CPNE1 KCTD15 TAFA1 DENND2B MYLK BMI1 RAB11FIP5 ABHD17B KIZ PRRX1 PAK6 BZW2 ARHGAP6 PAK3 PPM1J PAK1 PRL PLCB2 MKS1 SOX10 C9orf85 NOL3 TENM3-AS1 SOX14 CNTNAP5 ZPBP2 ATXN7L2 WNT11 TBC1D21 MAL2 CTNND2 ZFHX4 NFIX TCF7L1 SPRR2A MYBPH LINC01565 PPP1R12A POU3F4 SLAIN1 SYNPO ERG AKIRIN2 B3GALT2 PRELID3B SMAP2 LBX2-AS1 FERMT1 SLC10A2 EXOG CPVL GSG1 SLC17A6 ITPRIPL1 SP8 TTANWNANTGGM_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TTANWNANTGGM_UNKNOWN BMI1 JAKMIP2 PPP2R5C TRMT10A CUZD1 RUNX1T1 TMEM62 OLFML3 SIAH3 FOXF2 COL12A1 DLG3 ANGPT1 STAG2 CCER1 ZNF281 ANKS1B SOX14 ZBTB25 TMEM255A EOMES CHODL VAX1 PDP1 TGIF1 EML4 SLITRK1 ADAMTS6 BAZ1A MCUB IGSF1 ACVR2A SIAH1 PRDM1 ASB4 TBX19 ABLIM1 CLU IKZF2 RPL27A EGLN1 SLF1 TPM3 ADCYAP1 LIF PRDM13 AGBL2 MPPED2 CKMT2 TMSB4XP6 TMSB4XP8 TMSB4XP4 CSNK1A1 TMSB4XP1 OSBPL6 TBX4 ESRRG PDZRN4 KLF14 FOXP1 PENK CPNE1 NHLH2 OMG PBX2 TTCYRGAA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TTCYRGAA_UNKNOWN CDIPT FAM106A PPP2R5B SCN3A ZBTB32 VPS52 SYNCRIP WT1-AS MEGF10 CDH22 MAP3K6 AGTR2 YIPF4 GAB2 GRIN2D RAB24 TLK1 STAG2 TWIST2 OLFML1 CRYAB NODAL LRRC1 EMX2 ACRV1 TXNDC9 PKN1 TGIF1 DCUN1D3 SAG CD274 GOLT1B ST13 GRB10 RPS18 MGAT3 RAB18 ATP2C1 ZNF436-AS1 PGM1 ZNF384 PRDM2 ADAMTS1 CHORDC1 SLC2A12 GCNT2 SERPINA10 CDK5R2 CNIH1 QRFP GRHL1 GRK2 MYO19 KRT20 MYT1 RIMS2 SERPINH1 INTS9 TRA2B FBXO5 IDH1 BCOR DNMT3B NUDC GDPD3 C9orf24 PLAT NTF4 PDZD7 XPNPEP3 CYP46A1 GLIPR2 PNCK LGALS8 GAS7 RALYL INTS2 MLLT11 SEMA6A TBC1D10B CCT4 ARSG HORMAD2 UNC45B IPCEF1 CCT8 PON2 LYRM1 TSBP1 BTBD11 TBL1XR1 KCNAB1 TAS2R5 GLRA2 CLDND2 PWWP3B LRRC17 LTC4S RTN1 WBP2 GPX1 EFHD1 HSPH1 CYP39A1 MAP1LC3B MAPT CAP1 LMOD1 SEMA3A ATP5ME ATP6V0D2 GOLGA3 CCN1 SRPK2 SPACA3 ACTA1 TMEM138 TMEM255A SEPTIN4 TNMD C8orf17 ARHGEF12 FLNC DERL3 ZDHHC14 CDR1 EPB41L1 C22orf31 C11orf80 ACSBG2 NPPB CDC42SE1 KCNH2 GPATCH2 NPY2R SGMS2 NNAT KLHL9 NETO1 STAT4 STK40 PGAP2 PER2 ETV1 AP3D1 BCL6 DAZL VMP1 CEP164 RAB2B SELP UPF2 FLRT1 BRD2 MAT2A JARID2 SPIN1 NPR1 AZIN1 KRT26 GJB6 SOD2 PROM1 YWHAG RPS6KA3 PAPOLA COG7 PPP1R7 PLSCR4 C12orf50 TMEM50B JADE2 YWHAQ DCAF4 HNRNPA2B1 PTRH2 IL2 GNA13 MYOD1 XPO1 SLITRK2 GABRB3 PDGFB GABRB1 SDHAF4 MORF4L2 FGF16 PASK EIF5B TNFSF15 CBX3 JAG1 TLR8 ELOVL1 TOP1 WNT3 RFLNB GSTT4 SLC4A2 SLC25A27 LGI2 LGI1 ACOT7 ZNF593 CCDC117 SATB2 MTA2 SIX3 IRF8 PDE4C MEPE SPA17 C1orf105 ZKSCAN8 PTHLH CDIN1 CCDC6 RHBDD3 EVC2 EP300 PARS2 HSPB2 HSPB1 HSPA9 MYL5 C4orf17 CLU MEIOB STIP1 CXXC4 ABCA3 GPR22 CEPT1 HOXA3 MTPN DNAJA1 ADRA2C HSPE1 IMMP1L EWSR1 PTGDS GABRA1 KRIT1 DYNLL1 CACNA1I GPRASP2 HSP90AB1 BEST3 CYB561A3 CDKN1A VCP NCKAP5 PPID FBXO30 DNAJB2 FBXO33 HSPD1 ABL1 DNAJB4 DNAJB5 PHF6 IL22RA2 E2F1 PRPH CELF3 IER5 MAST1 KDM6A IL21R UCHL1 MXRA8 NRGN SCGB1A1 RUNX1T1 GPC4 VWA1 ARHGAP6 JMJD6 AOAH TPP2 ZNF407 CNTNAP2 USPL1 TMPRSS11A AIFM3 KCNQ1 C11orf49 TTC9B ELP4 EGR2 UBE2W SPATA17 PIGW ESR1 PCDH8 POMGNT1 DMRTB1 UBE2B PDP1 CDK5 TSPAN6 PIGV RECQL PRDX6 LIX1 ARMC12 WASL KLHL10 PNKD ACVR1 TEDC1 NUP98 SIAE HAT1 IL34 TAC4 SPTLC3 APLP2 RNFT1 TMEM33 CAMK2B PAFAH1B2 GTF3C2 NFATC3 HSPA8 PIK3R1 HIKESHI PIK3R2 RFTN2 STAMBP NUP153 MIR17HG MED26 LGSN TMC5 NT5C3B SLC35C1 INVS PRELID1 HMBOX1 TTTNNANAGCYR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/TTTNNANAGCYR_UNKNOWN CAST MTSS1 SLC6A1 FGF17 RANGAP1 MXI1 SLC35A2 H2BC17 AGTR2 H2BC15 H2BC12 H2BC13 LIN28A H2BC11 RGN SPRED1 FBXO21 H3-4 NSMCE3 CNTLN PDS5A MYH2 EID1 TRAF3IP2 TGIF1 PLAAT1 KLHL41 TDRD5 CELA3A CYP51A1 ONECUT2 BMPR2 MEIS1 OTP RASAL2 NDRG3 H4C1 LHX2 ARAP2 PPP2R2B TCF4 BLNK FGD4 H3C12 LIMA1 SLC6A13 KMT5A FOXP1 DNAJB8 HOXB4 ETS1 H3C1 HOXB6 CPNE1 H3C2 H3C3 H3C4 GRK5 H3C7 H3C10 E2F3 NRP1 ZNF710 NAP1L5 NLRC3 KCNK12 SDHAF3 RUNX1T1 KCNIP4 H2AC21 SERPINA7 TCERG1L H2AC20 H2AW H2BU1 H1-4 H1-3 H1-2 H1-5 INPPL1 H1-1 CACNG2 PRKCQ SMO H1-6 DHRS3 H2BC21 CA7 ATXN7L2 CLDN2 AOC2 H2AC4 H2AC6 H2AC1 H2AC11 H2AC7 H2AC8 CLDN10 GPM6B STARD13 DGKG PPP3CA CNN1 USP34 CHD4 DPT NFATC1 H2BC1 H2BC3 H2BC4 H2BC5 TBXAS1 SLC12A2 H2BC6 OLR1 H2BC7 H2BC8 H2BC9 SLC10A2 RNF44 CDH16 NRAP DCDC1 USP47 H2AC13 USP46 AMOT H2AC12 H2AC15 DSC1 ID4 H2AC17 H2AC16 WCAANNNYCAG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/WCAANNNYCAG_UNKNOWN DCUN1D4 SYT3 SYNCRIP MYLIP MAVS CCDC25 HOXD10 HNRNPM DCAKD CEP97 PGPEP1 CERT1 OSCAR PHTF2 ALKBH4 STAG2 FAM122A POLK MIR22HG LRRC74A SCN2B C2CD2L HCFC1R1 MYH6 JUP TRAPPC13 SMARCAL1 BIN3 SERBP1 PRDM1 EPS8L2 ENPP6 APH1A ERBB3 CACNB3 ARF6 BCL2L1 TAB2 HEXIM2 ZNF513 MISP NPHP4 INTS9 DMD SLC31A2 BCOR PPP2R2B NKX2-3 SLC44A1 KLF5 BMP4 KLF7 SLC38A9 SMAD5 PCDH10 TNNI1 KCNJ5 CCDC191 AGXT2 NUTF2 IFTAP RPP40 SOBP BCKDK PRRT2 TRMT10A TRMT10B CPNE9 VILL YBX2 WBP2 TCEAL9 SERTAD3 TMEM115 ZBTB20 ATP5PO NCLN DOCK11 NFXL1 MSL3 ANGPT4 ZNF644 ARHGEF2 SRGN ARTN ZBTB26 OTUD7B DNAJC18 EPB41L2 CIAO1 TOP3A MAP3K10 USH1C ORMDL3 WNT9A CLN5 ZNF485 ENKD1 ZNF274 ZBTB9 CBLL1 SUFU STARD13 ZNF32 CYB561D2 NUMA1 ZBED6CL CHM LRWD1 GBX2 BCL6 TCEA2 TBX6 MVB12A LMX1B HSCB PPHLN1 JARID2 LRRN2 HCLS1 ZC4H2 MAPK10 PHF12 TRIM23 MRPL24 NRAS YWHAG LRP1 RAB30 ATP5F1A NEUROD6 DNAJC5B NPRL2 DYNC1LI1 AP1G2 TNNC1 BTRC FGF10 GDNF CNOT4 TTR AAK1 SLC25A28 SLC4A2 ZNF180 KMT2D ZNF691 SMCR8 SCUBE3 CA11 TAZ ZNF8 RNF183 CNGA3 RNASEH2A CNGA1 CDKL5 WDR81 RELCH NCAM1 HAUS1 LRTOMT PA2G4 MACROD1 TMEM127 PRCC SYT17 FGFR1 FGFR3 SOX1 SOX2 NSG2 CNTFR LMAN2 PDE6D RPL7 EHBP1 QTRT2 HECTD2 BMF DNAJA2 TUG1 ELP6 UBXN8 FOXP2 NMT1 PLCG1 OTUB1 SALL1 CPNE1 TMEM88 SCN8A FBXO36 RHNO1 RAB3GAP2 ZCRB1 PLEKHB1 GRWD1 ACTR1A POU4F3 PSMD4 SV2A SPATC1 TMEM102 EGR3 PTCHD4 RALBP1 OTX1 SPEF1 ARID5A CDK9 PCDH8 BANP NEXN POLR1G CDK5 PURA PIGV PANK3 ATXN7L2 RBM41 BUB1B VPS45 PROS1 DPF3 CD244 HS3ST5 FOXM1 LYSMD1 NFIX TMEM150A SMUG1 GTPBP8 LARS1 MSI2 SCNM1 SCAF11 SLC39A5 CHTOP THPO NDUFA3 R3HCC1L CREB1 FETUB KLK1 UBL3 THOC6 RDH10 SLC6A9 PHLPP1 INVS HMBOX1 SP8 RDH14 WCTCNATGGY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/WCTCNATGGY_UNKNOWN IER2 KCNJ16 SLC27A1 CHERP AMMECR1L DPH3 PRADC1 HNRNPD POLR3GL RNF216 SYT6 PAN2 RAI2 METTL18 HIF1AN SMARCD1 PHTF1 AKR7L TFB2M RPL10 TIMM21 RFFL CHST14 CNST NABP2 ZNF287 OXNAD1 C1orf158 SMIM29 CCDC121 ATP6V1D SIX6 RAD1 SPAG8 RPL41 JUN EIF2S1 CCDC148 CEP44 FBXO15 JMJD1C BRIX1 GALNT2 PGS1 ZC3H10 HSD3B7 SEM1 MRPS10 WDR54 ATP5MC1 GPN1 CIPC RRAGB YBX1 BCL11B RIPOR1 METRN CLASP1 ODF2 SKIL TCF4 STX10 FBXO8 ERCC1 ERF COX7A2 TP53BP1 C1orf112 COX8A FIS1 UBL4B LINC01973 BCS1L NLGN3 SHANK1 ARMC2 GPS2 CCT7 ATG101 ID1 PKP4 PCSK1N SECISBP2L WGTTNNNNNAAA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/WGTTNNNNNAAA_UNKNOWN CDK14 CCSER2 PPP2R5C HNRNPR H1-10 MXI1 SART1 HOXD10 OGN AGTR2 MAP3K4 FLI1 MYOT CUL7 ZNF248 TOX2 MAP2K6 STAG2 LRRC4 PHOX2B MYH1 PTPRF KLHL32 RREB1 BARHL1 ZHX2 MECP2 CTNNA3 MARK1 ORC1 MARK2 ADAMTS6 ZBTB18 PCYT2 SSTR1 ROR1 OSER1 TGIF2 GC PPP2R3A TET2 POMZP3 ZNF513 IL25 ARG2 CDC42EP4 TCF4 PPP2R2B C9orf24 SREK1 PPP4R3B ZNF622 NTF3 MAOA GLIPR2 ASXL1 ESRRG NXF3 ZNF521 PCDH18 SHOX2 SYNE2 RGS1 RGS3 CMYA5 AVPR1B DHX40 CHST15 MAB21L2 GPR85 LEPROTL1 FGF7 SLC20A1 ALX1 ARHGAP30 EZH2 GLRA2 TRMT10A NAP1L5 TRIM13 MECOM XYLT2 SLC23A3 CC2D2B ZBTB20 KCNG3 SPIN2A WDR47 COQ8B ZNF281 MRPL1 ARHGEF6 MGAT4C KIAA0586 ARHGEF12 ZNF362 PLXDC2 INHBC ZMYND8 GNB5 GREB1L NSD1 RAPGEFL1 ZNF485 ARL4A SRGAP2 DUSP26 SLC25A34 PDRG1 SH3D21 PCSK1 HPSE2 GBX2 MPC2 NDUFA4L2 SLC4A9 ARMCX1 FBXW11 PRSS12 BUB3 WNT8B CAPN6 FLRT2 FAM27E5 PAK1IP1 PDZRN4 SGTB ASIC2 NRAS RPS6KA3 PTP4A1 CFAP36 BNC2 SELENOI CLRN1 ZBTB2 DUSP6 RALY SLITRK2 XPO1 FOXN3 STK38 LMO3 IL17A LMO4 HBS1L MANF WDR93 PRPF38A HLX SLC7A5 NR2E1 IL10 CDKN2C TIMM9 CTDSP1 CYGB LINS1 MGP SIX5 VAX1 BICD1 RELCH NCAM1 ROGDI ZNF516-DT SPDEF TFAP2B TFAP2A FBXO40 ANLN TIMP2 FBXW7 MEIS2 ZEB2 TFEC TEK GRPR TMEM47 MBNL3 TSPAN12 ZNF423 FOXA1 NR4A2 TEAD2 NR4A3 CDKN1A EBF2 HIVEP3 TMEM88 HIVEP1 SLC13A4 HDAC9 DNAJB4 CLDN8 IER3 HCAR3 UBXN10 HCAR2 PAX6 PRDX4 RHOQ AMMECR1 NTN5 SGK3 FAM180A ZNF407 NRG1 CFI EPN3 SSBP3 SSBP2 LIMK2 GPR18 OTX1 PCDH9 PCDH7 MBNL1 TRDN C3orf20 DHRS3 RPSA HOXC11 FAM53C GPHB5 HOXC13 KLF3-AS1 TBCC KDM3B S100PBP KRT84 ZFPM1 JMJD1C ABLIM1 DPF3 HS3ST4 GALNT4 LINC02724 NFYB TSHB RDX PPM1B DCN PRDM16 ATP5MC3 SETD2 SKAP2 TPPP3 C1QTNF7 PRDM13 PRDM12 IGF1R COL9A2 ALDH1A3 COL27A1 PRDM10 CHD2 CHD1 ODF2 FEZF2 CHD6 DIPK2B MAF WBP1L CEBPB GUCA1C PARP9 ADARB2 EDEM3 CREB5 ENOX1 CDC25A PEX11A ZRANB1 ADCY3 NOG AGO2 FST SYT6 DNAJB12 SEPTIN7 SRSF6 KIF13A SYNE3 SRSF7 DDX17 BDNF COL12A1 ZNF781 PITX1 PRMT3 PITX2 OXR1 SLC12A8 EMX1 ABCB11 NKX2-8 CRISP1 CYP26A1 ABCC10 C2CD2L POLA1 TGIF1 LUC7L3 PPARGC1B SRSF2 CCR7 ATP2C1 CYTIP PRDM1 EXT1 SIRPA HOXA11 CA5A ITGA10 GRK2 TMIGD1 EPHB1 OTP CD69 DMD ADGRB3 MAML3 HNRNPLL BCOR GAD1 MOCS1 BMP4 KLF5 KLF7 HPCAL1 BCLAF3 RYBP S100A10 EN1 C2orf73 MCAM RALYL TMEM131L ETS2 TMOD4 RIT1 KLF3 TBL1XR1 GYPC WASF1 MITF ZNF710 KCNJ13 SENP6 ACTR3 GPX1 SH2D1A MCCC1 NR2F6 CALN1 NR2F2 KCNMA1 ASTN1 ZCCHC10 ADAM11 GSE1 PCDH11Y PCDH11X FLOT1 ZC3HC1 RBBP7 AMBN SLC26A7 GRM8 MPZL3 RIN2 DENND5A RAB3C TMEM263 CCR1 EHF GCH1 FNDC3A FNDC7 FRMD5 RAB43 ETV1 BCL6 ETV5 CSNK1A1 NAT8 GPBP1 JARID2 CSNK1A1L DLG2 B3GLCT ATP1A2 BIRC2 CISH FZD7 INMT MRPL24 YWHAG CHML MEOX1 PPP1R8 MAPK14 TSPAN16 DRP2 CHN2 NLN HNRNPA2B1 C1orf122 PDGFB SLC22A14 CASK RASGEF1A CBX3 FGF13 FGF12 ITPKC MMP2 VCAN HOXC6 CRYGB GATA2 KMT2E DMXL1 ATOH1 WNT3 HOXC4 VEGFA RBMS3 PRKACB ATOH8 RNF34 LGI1 CA10 SOCS2 SCUBE3 NRN1L COL22A1 BASP1 CDKL5 ZKSCAN8 GDPD5 PSMA5 HNRNPA0 TMTC2 TIAL1 DCP1A FGFR1 ONECUT2 RRM2B SPC25 HOXA3 HOXA5 BANF2 ALB ENTPD7 PACRG RHOBTB2 HOXA9 CRACDL LRFN5 THAP11 NOVA1 RHOBTB3 SESTD1 LPP GABRA3 FOXP2 UBR3 HOXB4 HOXB7 GLS HOXB6 CPNE1 RFX3 GARRE1 PHEX CORT PHF8 CCNDBP1 SLC25A18 UBE2E2 SGIP1 DTX3L PRKAG1 IGFBP6 CREBZF HMGN5 RUNX1T1 ARHGAP12 JADE1 FOS CD96 DGCR8 CXCR4 PCBP2 PSMD2 YRDC KRTAP21-1 SHC3 NRXN3 LDB1 SPEF1 LDB2 ALK RXFP1 DIPK2A EYA1 NREP ATXN7L2 KLHL13 COMMD3 KLHL11 NRK ST3GAL2 NEFM NDUFB8 CALD1 POC1B CLVS1 DBNDD2 DNAH5 TRIB1 RPA2 NPAS2 RASGRP3 ARPP21 HAND2 MPPED2 TNFRSF19 PLPP3 FAM78A PIK3R1 GPR107 CCDC71L HMCN1 ERG ERCC6L2 MAP1B ZNF827 PAPLN PRKN UBL5 RGS13 DCDC1 MED13 SP4 THRAP3 GAREM1 C1RL SP8 TEX2 NFIA NFIB WTGAAAT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/WTGAAAT_UNKNOWN MEF2C PTGS2 NEIL3 POLR3GL RORB RORA WT1-AS HNRNPL OGN MAT1A CYP7A1 BTBD3 BHLHE22 TIGD3 LUC7L2 OGT CCNA2 CDH23 CCAR1 TYRO3 PHOX2B NSMCE3 ADAMTS20 PDS5A BARHL2 MECP2 SPAG17 VPS41 LHFPL6 SSPN RAD1 ZBTB18 ARMCX6 HSD11B1 ROR1 SMPX PELO PPP2R5E ST18 PDXDC2P-NPIPB14P MCTS1 ADAMTS5 ACADSB QRFP CHCHD1 MTX2 DUSP10 ESM1 DAAM1 OTOS HEXIM2 KCNJ1 ARX CLEC5A IL23A GIGYF2 TCF4 DNMT3B CDC42EP3 PPP4R3B ZNRD2 GIT1 GPD1 KIF3B LY6G5B PCDH10 GARS1 KLF14 AGFG2 GGN MLLT11 WIPI1 C2orf83 ARHGAP44 R3HDM2 PKP4 H3-3A RGS8 SYTL2 TLL2 RERE SOBP TSHZ3 SEPHS1 P2RY13 LINC00310 ZNF385B ALX1 TRMT10A NBEA CARMIL1 GPR88 KCNK10 MECOM MTHFD2 TMEM147 PHF21A SNPH EVI5L SMTNL2 SERTAD4 WFIKKN2 MAS1L ZBTB20 FBXL14 COQ8B SLC22A2 KDELR2 SRPK2 FMNL3 RAP2C ZNF547 CFTR C8B SQLE G0S2 GNB3 EFL1 SGMS2 CREM C5 MCMBP NHLRC2 PCSK2 NSRP1 MTMR3 CCL22 LRRTM4 WDR17 SORBS1 TCEA1 MPC2 USP34 HTR3B RASA1 BUB3 WNT8B TTC12 CAPN6 HAPLN1 UPF2 BRD3 PAK1IP1 PDK4 LMNA KRT25 IGF1 ELAVL2 LMX1A ELAVL4 MID1 QPCT P2RY12 NRAS MNAT1 CNTF NSD3 ZPR1 ELOA LRP8 OGG1 SSR4 DUSP6 CTNNAL1 RALY SLC8A3 SLITRK2 GMPR2 AP1G2 LMO3 AP1G1 ENAM RPS6KB1 ZIC1 NR2E1 FSIP2 EIF4EBP3 ASPA EIF4EBP1 IDH3G CSNK2A1 PACSIN3 PSIP1 EED KLF6 GPR183 STMN2 NCALD ZNF8 IRF8 IL20 OTOGL HIF1A ZNF516-DT SNTG1 VAMP3 STMN1 NFE2L2 SMARCA2 MIEN1 KRTAP15-1 HIGD1A ADAMTSL1 GLUD2 GLUD1 FBXL21P CCL8 C1orf43 MDK RCAN1 PTK2 FBXW7 GPR22 P2RY1 TMEM47 LRR1 ASF1A ZNF423 ARHGDIB CCM2 GPRIN3 EHMT1 SLC6A14 TEAD1 NR4A3 CACNA1S C11orf52 PNRC2 ZIC4 DSG1 DYRK1A TUBD1 HIVEP3 ARL4C ADRA1A FABP4 SCN8A HDAC9 DNAJB4 GPER1 MYH10 KIF23 NDST4 PAX6 PAX3 PAX2 MAX SLC1A3 GGNBP2 PAX9 PEX1 SLC35D1 GRWD1 ZNF407 PROSER1 SCN7A TMPRSS11A IMPDH1 HDX APLN DLG2 CFH PURG MAEL CNTN6 CDK6 MAN1A1 HMGA2 PRPF4 PGM2L1 PURA HOXC10 FAM13B HOXC11 VPS45 UCHL3 CA3 CTDSPL2 ANKRD35 PPP2R2A BTAF1 ADAMTS19 CRLF3 FGFBP3 ETHE1 ARL6IP1 EFCAB1 ATP5MC2 ATP5MC1 PPM1B PRDM16 PIPOX MSX2 C1QTNF7 ALDH1A2 REL DNER DPH5 CHD2 FAM91A1 CHD6 EHD1 VEGFD EHD4 MAF COBLL1 CD40LG GUCA1A GMDS CREB1 C1orf21 NIBAN1 DACH1 RBM48 FZD10 CUX1 TAS2R38 SH3BGRL2 ACE2 SPOPL MLIP IL6ST FST MORF4 VSIG2 DNAJB12 KRTAP20-1 CEP97 WWP2 OR6C3 GRID2 PELI2 FAM71F1 PITX2 CHRNA2 STC2 GLDN NAV3 PKN1 ZFHX3 TGIF1 FAM71C PCF11 DENND1B DCLRE1A CAMK4 LHFPL1 MLLT10 MNT STC1 NEK6 RNF17 SRSF8 HOXA13 PFKFB1 DCANP1 MYT1 OCRL VIT RAB40A WIPF1 DMD HTATSF1 SBSPON MAML3 NUP54 MN1 EFCAB3 RNF43 TREX2 NDFIP1 EN1 ARMH3 CDC26 GOLM2 KRT8P41 FOXG1 TULP4 PLEKHS1 JAZF1 RIT1 RGSL1 NNMT NRP1 COPS5 MITF GJA3 ANKRD17 CTAGE4 ACSBG1 CCDC91 ANKRD11 SEMA3A MIER3 ADAM11 SHLD2 SLC24A5 MBD5 ARRDC4 ZBTB26 AMBN ANKRD28 GRM8 GADD45G PLA2G7 TOMM20 CDC42SE1 CAPS EXOC6 NSUN5P1 ZBTB10 USP2 NSUN5P2 IKZF5 FAM89B GPM6B CETN1 ZFP36L1 PLCL1 CNMD LIN54 GPM6A BCL11B RPIA SPATA7 EIF4ENIF1 JARID2 LRRN2 MCF2 DLGAP4 BIRC6 GOLPH3L OPN5 SAMD7 DKK1 CHML FYN FBLN5 LUC7L3 NEUROD2 AMTN HNRNPA2B1 NEUROD6 C1orf122 LUC7L NHLH1 SNCAIP CRYGS HJV SKIDA1 GABRB1 CRABP2 FGF16 FGF11 CBX4 RIPK4 FGF10 CBX3 FGF13 ITPKC CBX8 GATA2 WNT4 KLHL5 CRYGD ROBO1 PAPPA STARD8 LOX WNT6 TENM1 TFAP2D MIR137HG KAT6A SLC4A5 UPRT SCUBE2 SPARCL1 LINC01559 PRKAB2 CA11 DCLK1 FGF20 TRERF1 PTHLH CDKL1 TMTC2 HOXD3 SLITRK6 ASB4 SLITRK5 EMP1 ASB7 SOX2 SLC38A6 MYL1 SOX5 HDGF CSMD3 RRAGA NEDD8 SP110 SOX6 SLC9C2 C2CD2 HOXA2 HOXA3 HOXA4 CNOT6L RLIM RHOBTB1 HOXA9 ENTPD1 RUNX3 FN1 TUG1 LPO DMP1 ITGA1 CPS1 FOXP3 RAB33A FOXP2 BEST3 SLC4A10 SLC25A13 NEDD4 NCKAP5 ULK2 CPNE1 SHISA6 RFX3 HOXB9 TAFA1 BEND6 OMG CADM2 C6orf62 LINC00303 OPCML TACR3 PRKAG1 CREBZF FBXL19-AS1 RUNX1T1 DZANK1 ARHGAP21 VN1R3 FOS C18orf25 OLFM4 TCP11L2 SIAH3 PSMD1 ATP8B1 YRDC CDK19 POU4F1 SHC3 PRL LRTM1 GSC TENM3-AS1 SCAI LDB2 PRKCE SSMEM1 LCOR RXFP2 GDPD1 LIX1 ZPBP2 ITGB1BP2 KPNA6 NRK KBTBD8 INPP1 APEX2 FRY SPOCK2 ERRFI1 ZFHX4 IL34 PCDHGC3 NUAK2 HECA GPR3 PUM3 SYNPR MOAP1 UBXN1 RGS12 ARPP21 NPTX2 CYP26B1 POU3F4 TNFRSF19 NOTCH2NLA SLC9B1 APC PTPRD HPN PRUNE2 B3GALT2 BEND4 UBE4B MED14 RGS18 LBX2-AS1 UBL4A WNT2B RGS13 TP63 SH3BP4 CEP135 ADGRF3 MED30 SLC5A8 IRF2 ADGRG4 NFIB CSN2 IGFBP5 SPTAN1 KBTBD12 WTTGKCTG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/WTTGKCTG_UNKNOWN XRCC5 AJUBA LTBP1 MASP1 PPP2R5D RP2 SYNCRIP HNRNPR RORA ADGRL3 EPC2 PDIA3 H2BC10 SMOX LSM1 ACAA2 PHOX2B GATM ANKS1B RCOR1 EOMES SERPING1 BTBD9 PCYT2 HNF4A CAVIN1 VSX2 ZNF385A IBSP COA3 PHF20L1 PCDH20 CNOT1 TMEM132A TBXT INTS9 ARAP1 TCF4 CDC42EP4 HLA-DOA PPP2R2B ZEB1 ESRRB ACACA HBA2 PCDH17 SYNGR4 PCNA TSGA10 H3-3B TLL2 RERE RANBP10 GPR85 BACH2 ZNF532 DPP10 H2AC21 PHF21A STAC2 DLEU1 SCRG1 NUBP2 H2AC20 DLEU2 SERTAD3 ANP32A ANGPT1 WDR47 SIK2 SUCO RAP2B AR ZNF282 ZDHHC5 SEPTIN4 PTF1A ADNP TLE1 PDE10A ELMO1 ZNF362 TAF15 H2BC21 ZMYND8 SORT1 TNFSF12-TNFSF13 KCNH2 NKD1 REPS2 H2AC1 APC2 OS9 ZBTB9 HK2 ZSCAN20 FAM83D ZNF32 MYCL GPHN HPSE2 FAM214B SLC4A7 DAZL C21orf58 ETFA WNT8B H2BC1 CAPN6 BRD2 SELENOK ELAVL3 ELAVL4 CPT1A MID2 TMCC3 HOMEZ MACROD2 STON1-GTF2A1L RASSF2 FAR1 GFRA1 ZBTB3 CDH10 DUSP6 LRP5 XPO1 MTSS1 JDP2 GOLGA8IP LMO3 IER5L STK36 TGFB3 PRICKLE3 TNFSF12 ZIC2 ELOVL5 FBXO28 PGRMC2 PITPNC1 SCRT2 KCND3 STMN4 PDXP ARID1A VAX1 ARID1B NCAM1 ASCL2 HHEX RNF133 HIF1A ZNF516-DT SIX1 COL1A1 STMN1 ABCA7 HMGB1 HIGD1A ADAMTSL1 GLUD1 STK10 NOSTRIN CXXC5 SESN2 MEIS1 NR2C2 COMMD10 GFOD2 ZEB2 CRB2 C12orf65 MANEA NADK2 PCYT1B TRAF4 DNAJA2 AFF3 HERPUD1 PHACTR3 NEK10 TEAD2 TEAD3 RBMX NTN1 CDKN1A CDKN1B RNF152 CACNA1G CACNA1E HDAC9 H3C8 CIART FNBP1L NDST4 ARID4A DACT3 PAX2 ILDR2 RPS3 NDE1 HEY1 GTF2A1 GGNBP2 PEX1 PAX8 DLG3 HDX IMPDH2 SSBP3 MAEL OTX2 HEPACAM HMGA2 PDP1 KANSL1L COQ10B TSPAN5 ADRB1 SLC41A1 ENHO JMJD1C SEZ6L2 CHFR PTMS ACVR1 HCRT KLF11 ABLIM3 NDP VIM CDH1 ADAMTS10 CHD6 MRFAP1 HNRNPC TRMT1L SPACA9 SWT1 ARHGAP33 DPYSL5 CDC25C ISL1 RBM48 MAN1C1 DACH2 NIPBL IFIH1 HMBOX1 EBF1 ID4 MEX3C TMEM125 MEX3B ATP1B1 ADGRA2 FST HTN1 RAB1A SRSF6 ATCAY GBF1 SOSTDC1 RAPGEF6 DEPTOR DAB2IP MRPL50 CYP26A1 TANK SRSF2 PRELP SMIM12 HES1 RND1 CATSPER2 TMEM31 MNT HAS2 LAMC2 TSC22D1 NIPAL3 PALM CHKA TDRD5 RBP3 MYT1 MLEC CD74 CALU EFCAB12 SLC11A2 SEMA5B PCNT DMD HOXA10 LHX5 TXLNG MAML3 LENG1 BCOR MN1 FAM126B MDFI OSBPL5 PDZD7 KLF7 SMAD6 RALYL RAD54L DDX4 NKX6-1 DLX3 NOTCH3 DLX2 MORN4 NTRK2 HEPH KLF1 BMP6 PIK3IP1 NRP1 IST1 LINC02875 RAB5B SLC16A11 PPARG SORBS2 SLC26A2 WBP1 WBP2 FERD3L BAG4 GFI1B ETAA1 ANKRD12 ANKRD11 DNAJC12 NR2F6 NOS3 SEMA3A NR2F2 DHCR24 CCER1 POGZ SLC25A4 SHLD2 SF1 HERC2 LINC01567 CLC SLIT3 YPEL4 SEMA4C PLA2G3 TSNAXIP1 PPFIA2 CLDN17 UCMA RAB3C EEF1DP3 THAP9 USP3 ZBTB10 SFN CIC CDK16 NR1D1 PEX16 ABCD2 TLX3 TLX1 BCKDHA SKA2 SP140L MCF2 TBX5 DLGAP4 YIF1A GRIA3 CYP4F12 STAT3 GBA2 MEOX1 EEF1E1 YWHAQ LRRN1 RAB39A RBM14 CALM2 MRPS36 SEPTIN3 ARL6IP6 FAM110A LMAN2L MORF4L2 CRABP2 FGF13 CSPG5 CBX8 VCAN MRPS30 FAM193B PNN WNT2 STARD3 HOXC6 WNT1 KMT2E STARD4 NANS WNT3 SLC25A25 MYOCD TIAM1 SLC25A28 OLIG1 WNT6 TFAP2D SPARCL1 ZNF189 CDKL5 MACROD1 ZMYM2 HOXD4 PSMA3 RNF25 AKAP1 FRAS1 CCDC130 ADNP2 RMND5A AK8 KLHL34 SLC44A5 HOXA1 HOXA2 PRR11 PSMB3 CCDC80 TMEM143 HOXA9 CLASP1 DIXDC1 ELP6 FOXP1 FOXP2 SLC25A35 SLC25A13 PHF1 NXN HOXB8 SLC25A10 LRRIQ1 PARD6G CADM2 PRX POU6F2 ASPHD1 RUNX1T1 CRX CRYL1 TDO2 YIPF3 EMID1 SIAH3 CDK19 KPNB1 PHC1 SOX10 NOL3 SBF2 TSPYL2 RAB5IF NRXN1 GJD2 UBE2C LCOR CHST8 TOM1 PSME3 NGFR CNTD1 C3orf18 NDUFB3 FRY CNN3 CALD1 USP9X SLC37A4 CTNND1 CPLX2 SPCS2 C1S PCDHGC3 TPM1 TRIB2 MAP3K3 MYRF CWF19L1 SLC39A9 BRICD5 POU3F4 GSTO2 SLC39A4 PIK3R3 PIK3R1 BAHD1 ERG ERH AKIRIN2 UBE4B WSB1 TP63 NAT8L SP7 LPCAT3 SP8 NFIB WWTAAGGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/WWTAAGGC_UNKNOWN FGF19 SLITRK2 JDP2 DYNC1LI1 HMGN2 PDLIM7 FGF17 HTN1 FGFRL1 STAT5B BBX RAB1B RORB NPAS4 PI4K2B DMPK ACTG2 SLC16A1 SLC2A4 HOXC5 RBMS2 SLCO1C1 SAP30L RBMS1 BHLHE40 INA SCUBE3 DLL1 MRGPRF PDE4D NCAM1 PNKP SPAG7 HOXD8 HSPB7 SIX1 TFAP2C SMARCA2 STX5 ALDOA GPRASP1 ZBTB41 PHKA1 SFXN4 XK ARF6 ATP12A MEIS1 PCDHAC2 MYL9 SESN3 FOXQ1 GPR22 LHX1 EGFLAM HOXA10 HBEGF NKX2-2 UCN GPRIN3 CLUH MYOZ3 HSP90AB1 SHOX2 WIPI1 SALL1 MAP2 GRK6 CPNE1 NBPF11 HDAC9 KLF2 UBE2E2 CIART MYLK TBX20 ANKRD10 PAX3 GJA4 ZNF207 IFRD1 SH2D1A POU4F3 BRD4 PPP1R14C SLCO5A1 NR2F2 IMPDH2 NR2F1 ZNF644 IRAK1 TPP1 FMNL3 TMEM255A OTX1 SLC22A8 SOX12 CYCS OVOL2 CACNG2 MBNL1 GJD2 VASP FLNA SLC4A2 SDC1 SGCG CFL2 CFL1 SLC41A1 SIAH1 GSTP1 ETHE1 COL3A1 KLC2 CNMD C1QTNF3 SORBS1 MUS81 POU3F4 CNN2 NFATC4 CNN1 DCX CHD6 PLPP3 ETV5 KDM4A ING2 ACTC1 ERG TBX2 CS DLG2 TNP1 VEZF1 FDX2 DUSP5 NRAS SLC16A6 BNC2 POLDIP3 RBFOX1 TMEM126B ADGRG4 NFIB WYAAANNRNNNGCG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/WYAAANNRNNNGCG_UNKNOWN BMI1 GABRB2 LMO4 STK35 SMC3 CTCF LGR5 CDC20B CDKN2C KDM2A MGLL RHOB PHOSPHO1 KANSL3 PHC2 PHOX2A NOL4 HYAL2 SOCS2 EFNB3 TLNRD1 RCOR2 BARHL2 SRSF3 FERMT2 PCF11 HNRNPA0 HOXD3 TMEM184B ROR1 DCP1A PPP2R5E AHCYL2 PPFIA2 NEFM TLCD4 PHF21B ELK3 ST8SIA2 C1orf43 C1QTNF7 HOXA5 NDUFA4L2 SUPT4H1 SLC43A2 ETV6 ATL2 GIT1 ERF SZRD1 CSTF3 VASH1 GABRA1 CBLN4 MB21D2 RFX4 LRRN2 SMAD6 NR4A1 ULK1 RFX1 NEUROD1 E2F8 DUSP6 C6orf62 YAATNANRNNNCAG_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YAATNANRNNNCAG_UNKNOWN CD55 OPCML HOXD12 RHOQ NAP1L5 CBFA2T2 ORC4 OIP5 SLC1A7 AKR7A2 H3-4 STAG2 SLC66A1 PITX1 IRAK1 H1-4 GSE1 PTCHD4 BARHL1 STRN4 LDB2 NUSAP1 AAMDC CYP2E1 MARK3 TRERF1 FAM53C FSD1L CADM1 PGM1 SIX1 GNAS NSD1 AGAP3 SPTB CLDN16 IRX4 FGFR2 TMEM94 HIGD1A SYT16 FAM107B CALD1 RAG1 GPR65 NFYC PANX3 DCN HOXA2 SYNPR KRT32 PDE1A LRR1 FKRP H2BC5 L3MBTL2 RFX5 NEK10 TEAD1 RSF1 FOXP2 GSG1 KCNQ1DN MTMR11 SP1 AK9 DSG1 TMOD3 CLRN1 AARS2 YAATNRNNNYNATT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YAATNRNNNYNATT_UNKNOWN FOXN3 CCSER2 LMO3 DDX17 BDNF PACSIN3 ROBO3 IFNK BHLHE41 MTUS1 RBMS1 MIR137HG PHOX2B MAGI1 BARHL1 NOL4L MYH4 SSPN TGIF1 SERPINF1 DLL4 NOB1 TMEM178A HAS2 ASCL4 ACADSB EDC4 RTRAF COMMD10 ADCYAP1 OTP SESN3 CACNA1C CORO2A MYO15A HOXA7 LHX6 MN1 ZNF423 CELF2 ASXL1 COX8A ACACA HOXB3 SHOX2 NOTCH2 EPHA7 HOXB8 CHRND HIVEP1 PHF8 KCNJ16 ABHD17B ELF4 ELF5 OGDHL SLC24A4 SIAH3 POLG2 PCGF1 CNTNAP4 SOX14 TNMD PTF1A HEPACAM TRPM1 TAF10 EYA1 IPO4 SLC26A9 ACVR2A NPVF ZNF485 ABLIM1 IRX4 CREM IKZF5 NFIX RPA3 ZFP36L1 DCT COL9A2 NPAS3 ZDHHC21 MPPED2 DCX PDHX NOTCH2NLA ERF ERG SMAP2 ELAVL2 CREB5 ELAVL4 CDH13 IGSF21 PNOC BNC2 WSB2 SULF1 CLRN1 BMPR1B RCN1 LRP5 YATTNATC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YATTNATC_UNKNOWN DLC1 JAKMIP2 LINC00671 MAGI3 MXI1 PLEC USP51 HOXD10 TMBIM1 APP AGTR2 GRIN2B BHLHE22 MIR600HG MAP2K5 PTPRJ ARHGEF38 ANKS1B CNTLN KIF5A NOL4L TMIE F9 SSPN CTNNA3 ADAMTS6 SPAG6 ZBTB18 SSTR1 CEBPA-DT MIR9-1HG CCDC148 SMPX GC PHF20L1 RTKN2 DAAM1 ZNF512 HCRTR2 ZBTB37 IL23A CCNYL1 HNF1A PPP2R2B GUCY2F C3orf35 DCSTAMP ARF4 PKP4 WBP2NL MARCKS H3-3B RGS8 FGF5 GLRA1 CARMIL1 NAP1L5 FBXL19 PBXIP1 QKI SUCNR1 PTF1A TLE4 ELMO1 PJA2 MAST2 TAF15 ZNF277 SORT1 KCNH2 NSD1 CSF3 CSF2 NKD1 SORBS1 LRRTM1 SUPT4H1 PCSK5 SYNRG FLRT3 HAPLN1 IL3 SOAT2 PPP1R10 IGF1 PDZRN4 ELAVL2 PPP1R2C BNC2 LRP8 ZBTB2 MSS51 SLITRK2 FOXN3 GRIK3 LMO4 MANF ZIC1 ZIC2 AGAP4 ANK2 SAMD11 SMG5 PITPNC1 PI4KA NUDT2 PLCXD2 STMN2 AFF2 IL21 RTL9 CDIN1 RBPMS SMARCA2 KCNA3 CRCT1 TSSK1B ARPC2 TTYH1 OTOP3 TMEM179 ANGPTL3 OVGP1 DOCK7 ABCB5 DOCK4 DSG3 DYRK1A SLC13A1 MYH13 KRTAP19-5 DNAJB4 CPB1 RBM39 E2F1 NXPH4 PAX2 GPC3 KRTAP11-1 FAM180A FAM71A DLG2 SLC43A3 MBNL2 VAT1 HOXC10 KIF1B ACVR2A CA4 IRX3 ABLIM2 ABLIM3 NDP NR3C2 TAC1 PRDM13 CDH9 C1QTNF3 FAM91A1 DCX CEBPA GNAO1 SLC12A1 ARHGAP33 CREB5 DACH1 COL4A6 CELF4 RASL11B NEB ID2 PNOC OSTC MLIP SYT1 WWC2 HMGN2 GDF7 STAT5B AQP5 PRKG2 ZNRF1 WWP2 RARB CRY1 FAM71F1 RNF212 PI15 F12 EMX2 PRPF38B NCKAP5 COLQ NOB1 TMEM79 KRT77 ADD3 SLC2A13 CSRNP1 HNRNPA3 NECAB3 LAMB2 HNMT DMD SAT1 HOXA10 MN1 IL1RAPL1 CHP2 S100A16 TRPC6 RNF43 OSBPL7 ANKMY2 EN1 KCNK18 GPR151 ATP2A2 ATP2A3 GRK5 PDZD2 ZBTB33 EVX1 SLC16A10 CPEB4 MITF KCNIP2 MCTP1 GPX1 GOLGA1 SEMA3A CTBP2 ZCCHC24 C8orf17 CLC G6PC SCGB3A2 RAB3C COL3A1 IKZF2 EHF SEC14L2 SUMO4 STARD13 FNDC3A RAB43 CHM BCL9L ETV6 THBS1 SHISA6 TBXAS1 GRIA3 B3GLCT STAT3 POLR3D DKK4 COL19A1 MEOX2 C12orf50 RBFOX1 ORAI3 LUC7L LINC00173 NEUROD6 TJP2 APOBEC2 MYOD1 GABRB3 RASGEF1B ACKR3 CALB1 CERS6 HOXC6 FAM135B WNT4 SPRED1 ROBO3 WNT6 CA10 SCUBE3 TRERF1 MOXD1 PKD2L2 UCN2 MRPS18B HOXD3 TMEM184B NALCN SNRPF SLITRK5 SLC38A3 CCDC171 SOX1 SOX2 MAP4K2 TCL1A HOXA1 HOXA2 FOLR2 CCDC80 HOXA7 AXIN2 NOVA1 ARHGAP29 MON1A RFX4 PWWP2B RPRD2 TINAG RAB33A FOXP2 HOXB3 KCTD8 HOXB4 PHF3 EIF4E HOXB2 PRICKLE1 HOXB7 CPNE1 HOXB9 TAFA1 BEND6 OMG ST7 KCTD12 SLC5A2 PPP1R14D POU6F2 PRKAG1 FBXL19-AS1 BZW2 JADE1 KCNQ4 SIAH3 ARHGAP8 PRL PLEKHH3 IGF2BP3 EGR3 TENM3-AS1 UBE2W SOX14 MPP4 RBMXL2 RXFP2 EYA1 CFL2 NREP PTCHD1 MBL2 FRY CALD1 NANOS1 CPLX2 NFIX DHX58 PALMD TCF7L2 NPAS3 NPTX2 POU3F4 CAMK2D ENO3 MYOG TGM5 GFI1 BRINP3 ERG MED27 AKIRIN2 BEND4 UBE4B SMAP2 LBX2-AS1 C1orf87 YIPF7 SP4 CRH SP6 BMPR1B YCATTAA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YCATTAA_UNKNOWN CDK14 HNRNPD FSTL1 RORB ACBD6 HOXD10 ACBD5 ART4 FLI1 AQP11 KLK3 BHLHE22 PDHA2 ATP13A4 LRRC4 PHOX2B TMEFF1 CNTLN NSMCE3 NOL4L ZHX2 ZNF503 PTPRO MARK1 SSTR4 SPAG7 PCYT2 HNF4A SSTR1 AC141586.1 TMEM178A FCHSD2 CYB5D1 SMPX GEMIN2 UNC13B AGAP3 GC SCN1A MGAT5B ERBB3 PABPC5 SORCS1 CHCHD7 HESX1 MYO15A HNF1A NECAP1 SREK1 PHYHIPL PCNX1 ZEB1 C3orf35 CELF2 CLUH ESRRG NXF3 KLF14 SERPINI2 OSR1 KCNJ8 TRPS1 PKP3 SYTL4 SYTL2 H3-3B CHST15 SOBP TSHZ3 FGF6 FGF5 GPR85 BACH2 ZNF532 TRMT10A ZBTB17 RTN1 YBX2 MECOM DDI1 MSRA PHF21A STAC2 SLC23A3 SERPINA6 FOXB1 WDR47 AMY2B CDC6 CACNG8 MMP19 TLE4 KLHDC3 CRLS1 GNAQ PATZ1 KCNH2 GOLT1A NSD1 CLOCK CSF2 HSD3B7 SCML2 SGMS2 PDRG1 SF3B4 POT1 PPP3CB GBX2 HTR3B MTMR4 USP32 ABCA12 ZMYM4 CSRNP3 PAK1IP1 LMNA TSHZ1 NLRP7 PPP1R10 ELAVL4 ETF1 PCK1 P2RY12 NRAS LARGE1 LMNTD2 GSK3B BNC2 RASSF2 JADE2 CLRN1 DPYD HTR2C DUSP6 SLC8A3 CD55 BMP10 SLITRK2 LMO1 FOXN3 CCIN LMO3 SLC6A20 LMO4 IL18 GRIK3 GMCL2 RPS6KB2 BPHL PRKCSH NR2E1 PLIN1 KALRN CDKN2B PACSIN3 CTDSP2 TRMT112 KLF6 KCND1 RELA DLL1 PDE4D SIX4 IL11RA SLC34A3 CDIN1 CCDC6 ROGDI RASGRF2 TIMELESS RASGRF1 HSPB8 NFE2L1 TFAP2C KLHL41 ASCL4 PTK2 KRT32 POLE2 DDX49 TTYH1 PXYLP1 OTOP3 TUBE1 TMEM179 ARHGDIB ZNF423 TAF2 GIPC1 DOCK9 FURIN RBMX DNAJB8 MEA1 CXCL14 EBF2 ZIC4 KRTAP19-7 ADRA1B TMEM88 ADAM22 SLC5A10 KRTAP19-2 RHOJ DUOX1 PRDX5 AMMECR1 FES GPC4 PAX9 WNK1 DLG2 IP6K2 PTGER1 SSBP3 CCDC9B RAX OTX2 MBNL2 PCDH7 VAT1 PURA TRDN PLIN2 PPM1E CAPN12 HOXC13 SLC41A2 ERN1 CA4 C5orf51 S100PBP INPP4B NUDT21 PATL1 KRT81 SEC23B ACVR1 DPF2 IRX4 NDP ATP5MC1 CDH6 PMEPA1 C1QTNF7 DCT PRDM13 UBR5 PRDM12 COL9A1 ALDH1A2 SMOC1 FEZF2 DCX CHD5 MARCHF6 SLC12A1 NF1 CREB5 ENOX1 FRZB VPS37B CELF4 COL4A6 GDF10 ID3 CDX1 FAM117A HMGN2 SYT4 MSTN GDF7 STAT5B ATP1B4 TERB1 AQP5 LEMD1 AQP2 FAM71D HOOK1 NONO GBF1 SFSWAP GRID2 CREB3L1 MACROH2A1 COL12A1 AC097381.1 RARB PITX2 GTPBP1 STRN3 RNF181 EMX2 TMEM164 TRAF3IP2 POLA1 PDYN TGIF1 ZFHX3 SRSF2 BAZ1A COLQ MTF1 LRCH1 CYTIP TACSTD2 LHFPL1 NDNF NOB1 ATP5F1C MNT PDGFRA EFNA5 PRDM1 PLA2G2E TMEM60 RNF17 TDRD5 ENPP1 PTCH1 MYT1 KRT23 TCF21 EPHB6 NECAB3 DMD ADGRB2 HOXA10 LHX6 HAUS3 BCOR KRT2 NR1H4 PLAG1 GNAT1 EXPH5 MCAM EPHA2 ABRAXAS2 RNF4 SUPT16H JAZF1 KCNJ15 PIK3IP1 NRP1 RAB5B MITF KCNIP2 KCNIP4 FERD3L PCNX4 HHIP NR2F2 DOCK11 TUBB4A NR2F1 CALML4 CCER1 KCNMA1 GSE1 PRG4 CLC RBBP8 SLC26A3 GRM3 ANKRD28 SEMA4G SLC26A7 GRM8 SEMA4A SGCA LIMS1 USP4 IKZF2 EHF NEO1 SFN KIN CLDN14 FRMD5 CYB561D1 RASSF7 CHM KIF21A SLC26A5 APBA1 BCL9 NOS1 LRRN3 NLGN2 NLGN3 GRIA3 NPR3 AP4S1 FZD4 TEX12 NAA38 RAB30 MEOX2 RBFOX1 NHLH2 BAMBI NEUROD6 PBX2 SKIDA1 PLXNA2 SLC6A4 FGF10 RINT1 FGF13 HOXD1 KLHL4 FAM193B S100G KLHL1 TTR KLHL5 PTGIR BATF2 ROBO1 GATA3 SPRED1 TENM1 RBMS1 SATB1 TTLL6 SATB2 LBX1 NRN1L PRKAB1 HRK MFGE8 FGF20 TRERF1 CDKL5 CLPX NEBL HOXD8 MRPS18B HOXD3 PYGO2 ASB4 AHNAK CNIH2 SOX5 SOX4 CSMD3 PHF21B ST8SIA2 PCDHAC2 LLGL2 HOXA1 PPP1R16B HOXA2 HOXA3 ITGB6 HOXA7 RHOBTB1 HOXA9 NPM3 GTF2A1L RUNX1 RUNX3 NOVA1 ATXN7L1 GABRA1 HAVCR1 GNRH1 CPNE5 CKAP4 DMP1 CASC2 CPS1 KCTD5 TINAG FOXP2 HOXB3 ITGA9 MTTP HOXB8 PSMC2 HOXB5 HOXB6 SHISA6 KCTD15 SGIP1 SLC5A2 OPCML SLC5A1 CREBZF C15orf40 ARHGAP18 RUNX1T1 ARHGAP22 JADE1 ADAMTSL2 SV2A ALX3 BOC PTH2R NOL4 CCDC151 GSC SOX12 MPP5 PCDHGB7 MPP6 UBE2C RREB1 SSMEM1 PRKD3 EYA1 LIX1 HIPK3 ALG13 CHST8 KLHL13 WNT11 KIAA1191 COPE SHCBP1 LINC00472 RTN4RL1 SLC37A4 CTNND2 ARPP19 TPM2 TCF7L1 NPAS3 STAP1 HAND2 MPPED2 NPTX2 TNS1 POU3F4 HS6ST2 MSI2 PLCD4 SLC39A5 SMIM8 TGM6 FAM78A NDUFA4 ACTC1 HPN PRUNE2 AKIRIN2 MSH5 UBE4B ZNF827 LBX2-AS1 C1orf87 TEX47 RGS13 YIPF7 SH3BP4 MTMR11 MED13 SULF1 SLC17A2 FBXL22 LSM11 IGFBP1 SP8 TEX2 YGACNNYACAR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YGACNNYACAR_UNKNOWN DNAJC5B SYT4 AQP7 FGF13 UBQLN3 OGDH VCAN ELOVL5 KCNK7 LGI3 SLC4A2 SPATA20 PDS5A TAZ ZHX2 OR2K2 CCR9 ZNF516-DT ACTL7B TMTC2 CEP57 MAPK3 TSC22D1 C3AR1 ZC3H10 SAXO1 ST8SIA4 RIMS2 AKIRIN1 ASB17 DUSP13 HOXA7 AGRP EPAS1 RESF1 SMAD6 DMP1 NEUROG1 CPS1 COA8 P2RX3 TAFA1 UQCC2 MARCKSL1 RAI1 NDST4 NR6A1 PSD3 BAG5 PDPK1 PCBP1 FAM76B SPATC1 EGR3 SEH1L ISCA1 GSC TLE3 G3BP2 SCAI UBE2H NRXN1 CDK5 PDP1 C16orf78 RPL41 MOSMO RIN1 TNFRSF21 TMEM270 USP3 CREM ECI1 STAT6 UBQLNL MYBPH SPATC1L GSTO2 SPATA3 FAM241B PDZRN4 AZIN1 GDPD2 SAMD8 DUSP4 DUSP3 RNF44 PRM3 ITPRIPL1 BNIP3L NEUROD2 HIF3A PAPOLG TBL1X NEUROD6 TP53INP2 SPTAN1 TBL1Y KBTBD12 YGCANTGCR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YGCANTGCR_UNKNOWN CAST PNMA3 CDK14 SMC1A EIF5A HAUS6 FGF13 NONO MAGED1 ELP2 OLFML3 APP KMT2E GAB2 GBF1 ELOVL4 SEMA7A SRSF9 MAP2K7 TMEM14A MIR22HG ATP13A1 PCM1 NOP56 WDR81 TACC2 ASCL2 ASCL1 RHBDD3 VSNL1 MNT AGAP1 VAMP1 HS3ST3B1 FBXO11 FGFR1 SRSF8 KCNA1 BMPR2 PAQR9 SFXN5 EPHB1 KCNS3 STX16 ADGRB2 LRFN5 IL1RAPL1 NOVA1 EWSR1 TTC9C SLC32A1 SYT12 HGF DDX6 MLLT11 CPNE1 TMEM88 PHEX RIBC1 CADM2 SOBP PLEKHA1 OCIAD1 PNMA6A KIZ CLSTN1 SYNJ1 UVRAG CTCF CLTC ASPHD1 RTN3 ARHGAP5 TRIM9 HMGCLL1 KIAA1841 NRXN3 SARS1 PGAP4 ADNP NRXN1 TOPORS SLC9A3R2 PURA ZDHHC15 EPB41L3 EIF4G2 FAM13B PDCL3 HACD3 PRRC2C NCS1 OGA CDC42SE1 SEZ6L2 KPNA1 SRGAP2 CAMK1D USP8 GANAB NNAT IKZF2 KLC2 ANXA6 PRDM13 CSDE1 HPSE2 DGKD CHD2 SLC39A6 GDE1 MBTPS2 MAT2A PSAP MAP1B AHI1 NLGN3 CCP110 ASIC2 GSPT1 GSK3A KCNN2 LSM11 TMEM151A CALM3 C11orf87 CALM2 YGCGYRCGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YGCGYRCGC_UNKNOWN RPP38 KDM1A PDP2 SLC9A5 PDS5B VKORC1L1 PUF60 U2AF2 RILPL1 CCDC106 HNRNPD MSL2 SYNCRIP HNRNPR H1-10 PALB2 HIBADH SHH HOOK3 HNRNPL ALKBH5 HS2ST1 SRSF6 ZFP91 P4HTM PLOD3 RAVER1 TIGD2 KANSL3 TIGD6 CRY1 C9orf40 ELP1 POLH MAGI1 MECP2 SKP2 EID1 C2CD2L PIM2 ATP13A1 DCTN4 PPARGC1B GPAT4 CD320 C16orf70 MLLT10 MNT NEK8 ZZZ3 ZNHIT1 SERBP1 PMP22 MRPL45 RAB10 ESCO1 FUS CDK5R1 CYP1B1 FIZ1 MST1 NDUFA13 NAGK SORCS3 HNRNPA3 PCNT STX12 VRK3 NOA1 ZGRF1 FAM120C HNRNPH1 PHYHIPL KLF13 TTC9C ACACA ZNF521 EN1 ZNF524 SEMA6A PENK TEX264 ATP2A2 TCTA RNF167 RNF207 TSGA10 RGS7 FAM98A SLC25A37 POP7 JPH4 NEURL1 DCTN5 KIF7 AP3S1 EIF2A MTHFD2 CCNE1 MAPT KDM2A SMTNL2 ANP32A RAB6A NR2F2 TP53I13 SGF29 GOLGA2 ABCE1 RBBP4 GSE1 FAM133B SF1 TAOK1 MMP16 COL25A1 LENG8 TSSK6 PPP4R4 INHBB HNRNPDL ZDHHC14 ZBTB8OS GTF2I PATZ1 GNAS ADAM12 UROD MAP3K11 SERP1 FOXO4 CACUL1 FUT8 STARD10 POLR2B RPP38-DT MTMR3 CDK16 ERP29 MRPL14 TADA2A GBX2 PPP3CC CNOT9 USP37 AATF WAC ACSL4 C21orf58 BCL9 ZMYM4 IMMT DLGAP4 SMG6 L1CAM YWHAE ASIC1 RPS6KA5 EML3 UBTF TFRC SLC16A6 CDON RBFOX1 C12orf66 NEUROD1 CALM3 SELENOI HNRNPAB KCNC1 CTDSPL C17orf102 XPO5 MLX PKMYT1 ZIC2 PRKAR2A TIAM1 PGRMC2 ARL17A RNF38 EIF3D SELENOF VEGFA RRAS TUBG1 RNF149 GPD1L CA10 BICDL1 NUDT3 FMR1 DLL1 RBKS ZNF711 DDIT3 TNKS2 ASCL1 SLITRK4 TIMELESS TRIM33 ARRB2 C17orf58 SIX1 AKAP8 BAG6 PBRM1 TFAP4 HILPDA DIAPH1 TMEM132E SPINK5 PHF21B ANAPC10 ST8SIA2 C1orf43 ST8SIA1 PAQR4 NR2C2 FBXW9 HOXA1 KCNS2 MEIS2 HOXA4 RETREG3 PACRG C12orf65 SRR DNAJA1 TMEM179 LRFN5 ATG12 GABRA4 VPS26B NIPA2 RPRD2 RAB33A SLC25A12 SLC25A11 PDE7A ULK2 NCAPD3 PLEKHA1 NXPH3 TMEM108 PDCD2L PRKAG2 CREBZF ZCWPW1 NRGN RUNX1T1 SPRY4 IMMP2L TMEM116 MAZ GTF2A1 TRIM8 SPINT2 PCBP2 GOPC PSMD2 RHOA POU4F1 TPR SRRM4 GALNT17 ZFY SOX12 TMEM38B MPP5 PRR7 PEX5L RPS4X HSDL1 KANSL1L PGM2L1 FYTTD1 SGSM3 PPM1E PSD CFL1 AAMP PNKD UBE2S FHOD1 ROM1 BCLAF1 PPM1A ATP5MC2 ABHD15 CCDC107 TRIB2 RNFT1 HIC2 NPAS2 RNF123 C2orf15 SLC35B3 POU2F1 CCS KDM4C GEMIN4 CHD4 MAF MED26 METAP1D ADO ODR4 SLC12A5 EDEM3 RNF170 PRKN MEPCE EXOG ABITRAM KCNN1 KAZALD1 DNAAF1 CKS2 BABAM2 TBC1D32 LPCAT3 ID3 CCDC87 PTGES3 SPTAN1 YGTCCTTGR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YGTCCTTGR_UNKNOWN LDHB THRA SNCB CBX4 MANF SYT7 RGL1 ZIC3 CITED2 HOXD11 SLC49A4 AAK1 ANKRD42 H2AZ1 PRKACA PPTC7 SCN2B EMX2 STIM1 KRT10 SOCS5 CNBD1 ARMCX6 IGSF3 VAMP2 ALDOA HSPBAP1 PAM SLC38A2 DRD3 HMGCS1 ST8SIA5 ATN1 CXXC4 ESM1 ARPC5 ARAP2 CTRL PHYHIPL GABRA3 CRAT MCAM EIF4H GAS6 TNKS1BP1 HDAC3 SARM1 SEMA6D ATP2A2 SYT13 GK TRAPPC11 KCNJ16 KCNAB3 PRKAG1 ATP5F1B VGF SYNPO2L ALKBH6 TRIM2 FLJ40288 AMY2A NABP2 MT3 ADAM11 H1-1 CYCS OTX2 SEPTIN4 TMEM8B PRKCE RELL2 PANK3 NDUFA12 ESRP2 CHST8 ZNF655 NEFM ERRFI1 CLCNKA FHL2 SUMO4 HRH3 NPTX2 CHD6 MLLT6 BAZ2A RASSF8 CS ANO4 ELAVL2 RWDD4 GPI AFP YWHAG ID2 PTPA SNTA1 YKACATTT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YKACATTT_UNKNOWN MEF2C DLC1 ATP1B1 LTBP1 MSTN ARMCX4 ZBTB32 PDLIM3 LEMD1 AMOTL1 SRSF6 BDNF ATP2B3 CCDC54 PDIA3 PLOD2 PUS3 RAPGEF6 GDF9 PELI2 TLK1 UQCRB PPTC7 MRPL34 WWOX EIF2B4 KIF13B RPP25 MRPL50 CNTLN BARHL2 SKP2 RAP1GDS1 ZHX2 VPS41 MYH8 PRDM7 PRDM9 CATSPER2 OMA1 TMEM178A ROR1 PDGFRA BIN3 PRDM1 ADD3 RNF17 FIZ1 GPBP1L1 DUSP10 ARF6 CHCHD7 OTP CD68 MUSK GLYR1 INTS9 STX17 DMD HOXA10 ADGRB2 MRPL54 DYNC1I1 PPP2R2B CDC42EP3 GIT1 PLAG1 TECTA KLF12 ZNF524 SYNE2 SFRP1 SAP130 RGS6 C19orf18 PDZD2 SOBP ZNFX1 TSHZ3 FGF8 FOXA3 USH1G PPARG EAPP AP3S1 ALKBH8 CCDC91 BAG3 ZNF654 BAIAP2L1 NR2F2 LMOD3 COQ8B ZNF546 SYMPK PPIP5K1 PCDH11Y EGFL6 MICAL2 PCDH11X POLR1B CLC RBBP6 TTF2 ELMO1 SS18 SH2D2A PROK2 GZMK DACT1 NCK1 EIF4A2 OGA MAP3K14 TPH2 UCMA LIMS1 BET1 ZNF367 CYLD CCL22 LINC00649 LIN54 CBY2 APBA3 GBX2 ZNF471 HSD17B4 THBS1 APBA1 MLLT3 TTC12 HAPLN2 ZNF568 LMX1B LRRN2 PDK3 ZNF569 PDZRN4 ATP1A4 BIRC6 IGF1 GOLPH3L MAPK10 SAMD7 PYGM SLC16A6 AMOT ZNF570 ZNF571 TOB1 TRIT1 ZNF582 MPZL1 FOXN3 CHERP LMO3 FGF10 PRPF19 FGF13 MBIP ITPKC CCDC50 TTN TGFB2 SLC2A4 OLIG3 DDX25 ZFP2 CCDC141 PITPNC1 UNC5C KMT2C PLEKHA5 ENOX2 LRP1B ZNF189 ARNTL IRS1 RELCH HHEX GPR55 TIAL1 GPR52 SYT16 PKHD1 COX7B CLU BMPR2 KRT36 MEIS1 MCHR1 TTC1 DDX47 HOXA3 GPR21 PDE6D CHMP4B POLE2 OTOP2 TFDP2 RNF10 LRFN5 ATG12 FGD4 MON1A RAB8B GNRH1 EFEMP1 NEUROG1 CASC2 TNFSF10 HOXB8 LINC00158 HIVEP3 GARRE1 ADAM22 PTPN1 TAFA1 RBM39 SEL1L MEMO1 ZNF420 TSHZ2 PRKAG1 KRTAP13-2 RUNX1T1 ARHGAP12 CAVIN2 FTSJ1 CABLES1 PTH2R STEAP4 TENM3-AS1 OTX1 OTX2 ARHGAP24 ZFR VASP TRPM1 PURA UBE2N DHRS4 PRR5L NRL SHKBP1 ERN1 COMMD3 INPP4B PSME4 TMED5 KBTBD8 SNX12 NPVF METTL9 DPF2 DPF3 IRX3 CNIH3 SNX14 SNX17 CD27 TNFRSF8 ZFHX4 NR3C1 DNAH7 STK32C TEPP CHD2 NFATC4 FAM78A PIK3R1 INSM1 CD40LG PLPP7 PTPRD GUCA1C DTX2 MFSD14A TP63 RDH11 MPI BABAM1 DCDC1 SULF1 WSB2 HMBOX1 TRPC4AP EBF1 SMPD3 YNGTTNNNATT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YNGTTNNNATT_UNKNOWN DLC1 NOG PPP2R5A RORB GRIN3A MXI1 PAN2 CITED1 CITED2 SRSF6 KIF13A CHMP2B TTC29 BDNF AGTR2 CYRIA CD44 KCNK5 DCUN1D1 MAP2K7 EIF2B3 STAG2 BHLHE41 MAP2K5 LRRC4 TYRO3 CAPNS2 LRRC8D STC2 ATRNL1 LINC00487 BARHL1 PIK3CD EOMES ZHX2 PPP1R3A FRA10AC1 LUC7L3 DCTN1 GLT8D2 INO80 RPS14 PPP6R3 RYR1 ROR1 PELO ZNF768 PPP2R5E AMFR PRDM1 VGLL4 ADAMTS5 DYNC1H1 SLC2A12 ACADSB GRHL2 ENPP2 DUSP10 KCNJ2 DAAM1 CNOT1 TAB2 KCNMB2 OTP ZBTB37 TAL1 LHX2 DMD LHX6 HNF1A MAML3 NECAP1 NKX2-2 PLAGL2 BMP4 GPR156 CAPRIN1 OSBPL9 LY6G5B ST13P5 ST13P4 PCDH10 ACACA ESRRG ZNF521 GPR150 TSC22D2 RALYL SHOX2 NTRK3 NOTCH2 CBLB ATP2A2 ELOA2 RGS3 R3HDM2 SFRP2 NTRK1 PKP4 PLEKHS1 DLX4 CMC2 SYTL2 TMOD4 SMURF2 RGS8 DNAI3 CEP41 TCF12 POP7 FAM120A TSHZ3 RAD51AP1 DIS3L RBM14 FGF9 OXGR1 CPEB4 DPP10 MITF CENPN EAPP SORBS2 NUB1 SPINK5 AP1S2 CCDC91 ZNF148 SLC24A2 BAIAP2L1 SEMA3A SERTAD1 AR ACTA1 CLMN TNMD ELMO1 KLF9 THSD4 CHRDL1 CKM GADD45G ZNF277 ZMYND8 CHL1 CLN5 MIA2 ZBTB9 FAM72A SLC39A12 IKZF5 IKZF2 OFCC1 TPCN2 HSH2D STARD13 FSBP NR1D1 PDE1C BCL2 PDE1A C12orf4 ETV1 FOXN3 ACSL4 BCL9 KCNE4 HAPLN2 FLRT3 SKA2 TBX2 CSNK1A1L GJB4 PDZRN4 EXOC4 VEZF1 RAPH1 ITPR1 GABARAP ZNF641 NEUROD2 CHN2 KIF20B PBX1 NEUROD6 OGG1 HTR2C CALM1 TOB1 COG2 GPATCH11 THRB LMO3 LMO4 RIPK4 ZIC3 ZIC2 HOXC6 CRYGB OLFML3 ASPA MYOCD CLIP2 HOXC4 PGRMC1 S1PR1 ELOVL6 KAT7 DSCAM PLEKHA5 SATB1 SMIM14 CHMP1B CA10 SLC33A1 MAGI1 FMR1 VAX1 AURKA WEE1 ST6GALNAC5 RTL9 CBLN1 NDC80 RASGRF1 HNRNPA0 TMTC2 COL1A1 BPIFA3 SMARCA2 TRIM68 EMP1 WNT5A CES5A HAX1 EDC4 SOX2 ZNF638 SOX5 UGGT1 CSPP1 HOXA3 PRR11 FGB TFEC NUMB HOXA7 OVOL1 ITGB6 TFDP2 HOXA9 KRTAP17-1 PCYT1B RUNX1 AXIN2 HID1 ARHGDIB MON1A GABRA4 GRIN1 ITGA1 ABCB5 DOCK4 FOXP2 HOXB4 OMD NEDD4 HOXB8 DSG1 ARL4C CACNA1G CPNE1 KCTD15 CACNA1E RBM39 OMG CSTF1 PHF6 SLC5A3 TSHZ2 KDM6A PRKAG1 FES RUNX1T1 FEV SH2D4A GPC4 ELMOD1 CD96 GARNL3 INTS8 CAVIN2 CNTNAP2 NFIL3 PPP1R14C PLCB1 SEC24D GABRG2 IRAK1 SOX10 BRCA2 LIMK2 NRXN3 METTL4 SOX14 AAMDC C1orf116 KANSL1L HOXC10 HOXC12 EYA1 FAM53C GPHB5 HIPK1 DEF6 BTG3 RBM47 KLHL13 GPR15 ZFPM2 S100PBP JMJD1C CAMK1D ACVR1 DENND4C ABLIM1 EDA APEX2 HS3ST4 CALD1 HS3ST1 FAM110B LRMDA ARL6IP1 FAM120AOS CTNND1 NFIX TPM2 TPPP3 UBR5 COL9A1 HIC2 FIGN TNR CYP26B1 CHD2 POU3F3 TGM4 MYOG POU3F1 CHD6 NOTCH2NLA PIK3R1 EHD4 INSM1 ARHGEF39 PLP2 PTPRD WDTC1 GNAO1 ADARB2 BEND4 CWF19L2 RSF1 CDC25A CELF4 WNT2B CYBB PNOC KAZALD1 ITPRIPL1 SP4 NIPBL IFIH1 POFUT1 NFIB YNTTTNNNANGCARM_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YNTTTNNNANGCARM_UNKNOWN FGF6 CDX2 EVX1 LINC00310 ZNF385B MYBPC1 FGF14 LEMD2 FGF12 IL10 KIF13A VWA1 DDX17 KLHL5 HOXC4 HOXC5 CDK19 KRT222 GABRG1 CLIP1 PLEKHA6 SRRM4 PLD5 LDB2 PDE4D VAX1 EYA1 CADM1 SMPX NRK ADAMTS5 CNN3 GNAI1 KCNA2 C1S DNAH5 HCRTR2 MSX2 CACNA1C VDR SYNPR GPM6A HPSE2 NECTIN1 ZEB2 DMD B3GNT7 LRRTM1 DCX ETV6 ETV5 FGD4 TMSB4XP4 CCDC14 GCDH GPR158 GABRA1 CD93 CSRNP3 MAFB CLUH ELAVL2 FOXG1 NRF1 SFRP2 HOXB6 MARCHF1 GRK5 TLL2 OMG TIAF1 KCTD12 YRCCAKNNGNCGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YRCCAKNNGNCGC_UNKNOWN SGIP1 AGO1 GRIK3 NR6A1 HR ELAPOR1 SYT6 RAB3IP NOL11 ACBD4 SRSF6 WNT1 TCERG1L DNAJC11 BHLHE22 PSIP1 RND2 FRS3 TSC22D3 DHCR24 PRICKLE4 PTPRF GRIN2A PEX5L FLNA PIGO HES1 HHEX ZNF341 KIF1B DLL4 CLDN1 PATZ1 GNAS GADD45B NOP53 CAMTA2 MAGIX CDK5R2 EVA1C DUSP10 RASAL2 MYCL HCRTR1 UBE2D3 HOXA2 HOXA6 LHX2 ADGRB2 POU2F1 FBXO5 GAD1 MAG PTPRE KCNB2 DYNLL1 DCTPP1 FZD5 FUCA1 CRBN KAZALD1 CHN2 DNAJC22 PTGES3 SCAF8 AARS2 YRTCANNRCGC_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YRTCANNRCGC_UNKNOWN UCHL1 STYX PITPNB LEMD2 CCDC25 NR2E1 TRIM46 ZCRB1 OSR1 ELOVL5 SRRM2 RNF38 SLC25A28 PDPR MIR22HG UBE2H KRTCAP2 FLNC ERC1 TACC1 WDR81 NCAM1 PITPNM1 NDEL1 GNB1 RASGRF1 GRM7 VGLL2 UBE2S SMARCAD1 FAM98B PFKFB3 MMD GPM6B CDKAL1 KLHL34 MLEC CPZ ZBTB37 ARIH1 SULT4A1 PELP1 PPP2CA APPBP2 MAML3 BAHD1 DNAJA2 PARD6A GNAO1 NCDN PTPN2 PPHLN1 SLC6A15 XRCC6 DPYSL2 TSC22D2 SUV39H2 FOXP2 SLC25A12 ZFAND5 ICE2 DHX40 TMEM165 NARS2 YTAAYNGCT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YTAAYNGCT_UNKNOWN ITGB3BP SLITRK2 LMO4 FGF17 CSPG4 EMC3 RPS6KB1 CITED1 KLHL1 CHMP2B HOXC6 VSTM2A ERO1B H2AZ2 SAMD11 HOXC4 GATA3 FAP H2AZ1 LUC7L2 PELI2 LINS1 ATP13A4 PI15 RAB27A INA PHYHIP TYRO3 NUDT4 ZFHX3 STIM2 HRK DCTN3 PPARGC1A LUC7L3 HHEX ZBTB18 TRIM33 HSD11B1 VAMP3 LNX1 MAPK8 ASB7 SRSF8 ONECUT2 RHBDL3 CSMD3 CD72 SESN3 LLGL2 HESX1 PEA15 TPI1 PPP1R16B MEIS2 PDE6D ZEB2 NUP54 PPP2R2B BMF GAD1 IL1RAPL1 PLAGL2 ZNF423 WAPL KLF14 OSR1 TNFSF10 ATF3 LOXHD1 WWC1 HOXB7 DIO2 CXCL13 HOXB8 ZIC4 SYTL2 H3-3B PHEX CHST15 FNBP1L CCKAR FGF7 TSHZ2 CLDN3 NR6A1 CREBZF ZCWPW1 CTCF ASAH1 KCNIP4 ACVR1C EIF1 EFHD1 KCNQ5 TRIM8 POU5F1 PCBP1 PCBP2 YRDC RHOC EPSTI1 DOCK11 APLN LINC00305 RAP2B EGR2 LIMK2 OTX1 OTX2 LDB2 NRXN1 RBMXL2 CHRDL1 C22orf31 CCND2 SLC26A7 KRT86 ZMYND8 ZFPM2 ZADH2 PTCHD1 ZBTB47 WNT16 CREM CTNND2 CLVS1 AMPH ZFP36L1 PRDM13 NDUFA4L2 DCX PLA2R1 SLAIN1 CD40LG FLRT3 PLPP7 HNRNPC CSRNP3 TSHZ1 MEPCE PTGFR AMPD3 CDH13 ASIC3 DBP BNC2 SLC6A6 PBX1 C1orf122 HTR2C POFUT1 VLDLR BCAR3 YTCCCRNNAGGY_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YTCCCRNNAGGY_UNKNOWN IER3 BACH2 CLEC18C WNK1 FASTK SAMM50 MITF TGFB3 PTPN23 NTN3 RPS6KB2 FBXL19-AS1 IL17RC TCEAL1 WBP2 KCNJ13 ERO1B SOWAHC CCDC120 GRWD1 BTBD1 CERT1 RANBP3 ZW10 POLK ADAM11 GSC PCDH11Y PCDH11X FLOT1 SNAPC3 SKP2 CDK9 IRF2BP1 POLR1B LUC7L3 COQ10A ZDHHC15 OSM HOXD8 ORMDL3 ZNF485 ST3GAL1 LEFTY2 APH1A PPP2R3A TFAP4 UBE2V1 GTPBP8 PACRG APBA3 MRPL54 HS6ST2 PABPC1 BCAS3 GTF3C2 RUNX3 ATL2 TBX6 CACFD1 SNX27 ZC4H2 HACE1 PRKN SEPTIN10 MIB2 RDH12 PHLPP1 GSPT1 CCT8 NSD3 TDG ATL3 SLC9A1 YTTCCNNNGGAMR_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YTTCCNNNGGAMR_UNKNOWN ADCY2 SNCAIP AP1B1 ARID4A CPEB4 CAPZA1 JAG1 CCDC25 DNAJC13 YRDC SOX10 SSBP3 TAOK1 TOPBP1 DCDC1 MTF1 RPL41 IPO4 PPME1 PRCP MYO18A TUFM PPFIA2 ZC3H10 HSD3B7 IRX2 NDUFAF3 SMUG1 SCARF1 NR1D1 EXD2 LRRTM1 LINC01565 ATP13A2 IL2RG DNAJC24 SPP2 APBA1 DALRD3 ESRRG PCDH12 NSD2 SIRT6 PRPF18 FURIN GRHL3 ST7L DDIAS DNAJB1 C1orf122 C5orf38 MYH10 YWATTWNNRGCT_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YWATTWNNRGCT_UNKNOWN TSHZ3 LZTS2 SKIDA1 MYPN CPEB4 PRRX1 CUL3 DDX17 AP1S2 HEY1 PSMC3IP ZMIZ1 CMTM4 HOXC5 SLC1A7 BHLHE22 PSMA8 TLK2 RARB REEP3 ASAP1 COX14 ELP4 GSC ZDHHC8 ZFHX3 ARNTL TANK SPTSSA ZNF516-DT RASGRF1 SMPX CA4 PRDM1 TSC22D1 PTCH1 CTNND2 POC1B ITGA10 NFKBIA DMD PIK3R3 SNAP25 CHD4 SND1-IT1 IMMP1L GNAO1 CYTH3 SMAD5 LINC01089 NR4A1 NEUROG1 KLF14 ATP1A2 MYOZ3 CACNA2D3 CSRP3 AMPD1 PCDH18 GNAT2 CMTR2 ATF3 PNOC RBFOX1 MAP2 ARL4C PTPN1 HDAC9 PBX2 FBXO36 VLDLR YYCATTCAWW_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/YYCATTCAWW_UNKNOWN SCN3A CCSER2 MXI1 AGTR2 FLI1 MYH2 GOLT1B SNRNP40 PGM3 ERBB4 LMNB1 TRMT2A MED12L DAAM1 MYO9A EPHB2 LIF HCRTR1 LANCL3 DMD CDC40 CBARP HTT KLF12 LGALS3 DDX5 VDAC2 GGN PTPN11 FOXG1 LAMA1 DLX1 RGS3 RBPJ ETS2 RWDD2A DNAJC22 BMP7 TCF15 AP1B1 RAB5C WASF1 SENP8 ZBTB17 DPY19L3 CKB DLEU1 P4HA1 DLEU2 EVI5L USP10 ANGPT2 USP14 CCN1 ATF7IP CDC7 NAA15 ADNP FOSB INHBA CCND1 NCS1 PPA1 SLC26A7 EEF1G PLA2G3 TMEM59L USP7 CRYBG2 MFSD2A DDA1 ZNF646 ZDHHC21 GPM6A ETV5 ETV4 FOXD3 AZIN1 RAPH1 DUSP4 ASIC2 RAB30 BRMS1 FYN RAB35 TUBA1A LRP8 NEUROD6 TOB1 CALM1 XPO1 CASK VCAN PRKAR2B PAPPA ANK3 AAK1 PDE4B ELOVL6 DCLK1 VAX1 BASP1 GDPD5 EP300 TIAL1 SPRYD3 SMARCA4 TMEM256 FGFR3 GCLC TSPAN13 KATNB1 B3GNT6 GALE RUNX1 RHEBL1 MAFF GABRA1 RFX4 MYO1C KCNB2 EFEMP2 COX8A TOMM40 NR4A3 CPS1 SAPCD2 SALL3 CORO1A TNFSF11 ATF3 EIF4E DIO2 HOXB7 TSC1 NEDD4 SHISA6 UBE2E1 DNAJB5 E2F3 CDC14A CLTC ZCCHC17 DDR2 KRTAP13-2 SPRY4 KCNQ5 EMID1 LOXL4 RANBP1 PLCB2 FOSL1 IGF2BP3 EBAG9 FAM172A FILIP1 PIP4K2B UBE2N RECQL ACVR2A NRK MCC UBE2S GAP43 CEP95 NUP98 UBALD2 PPM1A ATP5MC1 TRIB2 TPM3 GPR3 DPF1 SKAP1 IGF1R ZNF668 SCG3 CHD2 CHD6 PLPP3 BRINP3 SCG2 EPO DNM1L NF2 SMAP2 TP63 GRHL3 ID1 SP4 PRSS27 NFIA RACCACAR_AML_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/RACCACAR_AML_Q6 CTHRC1 SLC44A4 SLC36A2 FAM117A AGO1 STAU1 LTBP1 PGF RABGAP1L PTPN22 CITED1 HOXD10 HEMGN SRSF4 PICALM FLI1 IFNG OSCAR CRY1 TBPL1 SLC12A6 DAB2IP SCN2B RPP21 ZBTB25 CFP SELENOH MATN1 LIFR PTPRS NAV3 ZFHX3 ADAMTS8 CYTIP VASN NEK6 COA3 PPP2R3A GPBP1L1 MTX1 ARHGAP45 CALR OTP KCNJ1 LIF CD69 TMEM86A IL17F FCER1G SLC43A2 SLC31A2 AMD1 CDC37L1 RPP25L GPD1 GPR155 TCF7 HPCAL1 RNF43 RYBP LINC00314 FAM13C PRRG4 TULP4 RGS1 TBC1D10B SUPT16H POF1B NUTF2 TCF12 PDZD2 CCNT2 TRPV2 PPARG ARHGAP30 CFAP20 WBP1 GPX1 PHF21A MSRA AP1S2 MAP1LC3A SPIB HHIP AGPAT4 SPINK6 ATF7IP ARHGEF2 WAS RBBP6 PROK2 DOK2 SYT9 SLC26A7 RIN1 AP5B1 CSF2 ABHD8 CCR1 ZBTB8A IL7R MTMR3 LINC00649 CALCOCO1 NSUN4 BCL6 SUPT4H1 PCSK5 THBS3 MTMR4 CD28 WNT8B C14orf119 IL3 TBX5 ELAVL2 ETF1 SOST DKK1 BNC2 STON1-GTF2A1L RASSF2 DGKZ STON1 ATP5F1A LUC7L BCAR3 FDCSP FOXN3 IL17A GPR171 EIF5A CLDND1 SASH3 WNK4 IL17RE HLX CHAD HOXC6 BATF DAB2 TMEM215 OLIG3 HOXC4 CPA2 PITPNC1 PDGFC NIBAN3 ACIN1 KLHDC9 LINS1 EDARADD MADD LINC02694 NAPSA APLNR KRTAP6-3 TACC2 GPR50 PBK ASB7 EMP1 ASCL4 AKAP3 HSP90B1 FGFR1 PLXNC1 CCL2 LRATD1 EDC4 TSPAN13 TNFRSF12A SOX5 TWF1 CCL4 ZNF821 TAGAP ZEB2 ITGB7 TSSK2 BLOC1S1 HOXA9 ENTPD3 RUNX1 RUNX2 MAFG ADAM28 GABRA6 DMP1 PDE6H FOXP3 SREBF2 WWC2-AS2 HOXB3 BATF3 HOXB4 DYRK1B ZIC4 HOXB5 HOXB6 CPNE1 KCTD15 PHF6 SGIP1 TLN1 TMEM99 CXCR3 PAX1 APOBR MKLN1 HEY1 GTF2A1 EVI2A MSMB POLG2 PPP1R14C ARHGAP8 RHOG AKT2 CFH TRPM8 SLA2 SCAI MND1 EYA1 CEMIP PRR5L NUCB2 LCK ACVR2A GPR15 JMJD1C CNTD1 COMMD5 REXO2 RTN4RL1 SMG7 PPP1R12C LRMDA ODAPH UBE2R2 RPA3 RGMA C1QTNF6 REL POU2F1 MSI2 PAFAH1B1 CD6 SCNN1A PIK3R1 ERG MIR17HG NDUFA3 TRMT1L SWT1 CBL SCRN1 SIRT1 RGS14 TP63 GRHL3 MTMR11 SDF2L1 TMEM151A ID3 BMPR1B TBL1X TGANTCA_AP1_C http://www.gsea-msigdb.org/gsea/msigdb/cards/TGANTCA_AP1_C MEF2C CTHRC1 OSMR LRRC8E HNRNPD MED25 PLEC ATG13 AGBL5 ISG20 BTK ADGRL2 MAP3K6 DCAKD DIRAS1 APP RAB27B TMEM14B CDH23 LRRC2 AIG1 BARHL2 MECP2 KDM5C ZNF503 MARK1 MARK2 SSTR2 PCYT2 CAVIN1 PHLDB3 SIPA1L1 F3 MAPK3 PMP22 ZBTB41 CHCHD4 TOR1AIP1 TMEM43 ARX PFN1 ARIH1 PEA15 SH3RF1 DUSP13 SLURP1 DUSP14 SPATS2 KLHL40 GIGYF2 ARNTL2 PPP2R2B PPP2R2C ASXL1 ESRRG KRT78 DUSP22 ATP11C LRRC32 COL16A1 ARHGAP32 GGN PRRG4 GNGT2 KCNQ1DN RGS2 ARF1 ASS1 RGS3 PKP3 RGS8 DHX40 RERE BTBD11 BACH1 GFAP SHROOM1 PDZD9 ZNF385B FGF9 BNIP3 LRRC15 MECOM LNPEP MMP20 SNPH USP12 FGF1 AMY2B SLC22A2 SPINK6 USP13 AVP PIK3C2G SEPTIN4 MMP19 CLIC1 CIDEC MMP13 MMP12 KLF9 C19orf33 DOK1 GAPDH EPB41L1 TAF15 SERPINB5 SERPINB7 SERPINB2 CSF3 EPHX4 ABHD4 ABI3 ABHD2 IL7R SH3D21 COL7A1 LRRTM3 STK40 ACSL4 ACSL3 SNAP25 ETFB PHLDA2 WNT8B IL6 BRD2 LRSAM1 TRIM29 IL9 LMNA TRIM25 LEXM VEZF1 NRAS WNT7B LRP1 CNTF PTP4A1 DPYD PRSS22 EIF3J IL16 LMO4 OTUB2 IL10 IL11 IDS PACSIN3 PVALB CDKN2C S1PR1 FBXO24 S1PR2 LGALSL GPR183 ANKRD40 POU2AF1 SLC22A18AS BICDL1 CMAS STMN2 IL27 RELA NRDC LINC02694 IL24 IL21 RTL9 ASCL2 HAUS1 ZNF516-DT VAMP5 VAMP2 NFE2L3 SMARCA2 COBL C3AR1 ADAMTSL1 CPSF7 MAMDC2 HARBI1 HILPDA TFE3 TFEB ABCA2 COMMD10 TTC1 ALS2CL FBXO44 ADRA2C TFF1 HID1 AP2M1 SYT10 FOXA1 NTN4 ABCB6 TPBG FURIN NMT1 CDKN1A HDAC3 ATF4 CXCL14 MPZL2 EBF2 DYRK1A FBXO30 FABP4 ADRA1A HDAC9 TNRC6A CLDN9 CLDN4 CDC14A CLSTN3 TMEM99 METTL6 TMEM95 TM4SF19 PAWR ILDR2 RNF144B APOBR SLC1A5 AMDHD2 CCDC120 PKN3 LRRFIP2 NRG1 EPN3 SSBP3 GPR174 GAST SEC16B TOR1AIP2 PCDH9 HOXC10 DHRS3 SH2D3A CA9 SLC35E4 CAPN12 PKM CA7 KDM3A PTMS MAPRE3 SNX10 ROM1 PPP2R2A FKBP5 HS3ST2 NUAK1 CRNN ODAPH UBE2R2 SLC35B1 LONRF3 COL27A1 NFATC4 GPNMB SCN5A VEGFD WDFY3 OLR1 NFRKB TMPRSS11F SCRN1 C1orf21 COL5A3 COL5A2 THOC6 DSC3 CTTNBP2NL DSC2 RNF145 EDN3 FAM117A MSTN ALOXE3 FST STAT5B DDX17 PI15 C7orf33 GTPBP2 MIR22HG KRT13 C2CD2L CAVIN3 SGMS1 PKN1 TGIF1 PPARGC1A SCEL DCTN2 GLT8D2 CCR9 DENND1B CCR7 KRT19 SRPX2 CAMK4 KRT17 KRT16 KRT15 CXCR5 KRT14 MNT NEK8 PRDM1 LRCH4 YAE1 EPS8L3 PLA2G2E NEK6 MICALL1 NPFFR1 ALDOA RBP4 LENEP MME BDKRB1 BDKRB2 VIT RIMS1 TAB2 GPR141 EPHB2 OTP SLC11A1 CD68 DMD VTCN1 STX11 KLF5 MDFI GPR158 ORAI1 HPCAL4 FBXO2 RHBDF1 RYBP EPHA1 EPHA2 SFR1 DLX1 NR1I3 SEMA6B ATP2A2 RIT1 HEPH TCF12 PLAU CLCN5 NRP2 GJA1 GLI2 CD151 SLC26A1 GJA5 MCF2L MCTP1 GPX1 SLC24A4 SEMA3B AGPAT4 ATP6V0D2 TUBB4A STX1A VIL1 GZMB RBBP7 SERINC2 PROK2 FERMT3 BLMH AMBN C9orf139 ADM TENT5B SLC26A9 RIN2 RAB5A NPPB RIN1 AP5B1 LYVE1 CRYBA2 WDFY4 PRF1 YWHAZ CACUL1 RAB3D CXCL5 SLC39A13 ZFP36L1 FRMD5 LINC00649 LY6D GPM6A NR1D1 SBSN POPDC3 BAZ2A ETV5 RASSF8 ETV4 CSNK1A1 HCLS1 LRRN3 GJB3 HSPG2 YWHAB NLGN3 GJB5 AP4S1 YWHAG AP2A2 EML3 PROM2 RAB30 OR2F1 SLC16A6 GRIA1 SVIL RAB34 ATP6V0A1 TUBA4A ATP5F1A TUBA1C TUBA4B VPS25 TOR4A F2RL2 SLC22A18 CRYGS SKIDA1 MMP9 MMP7 TMEM156 CASK MMP3 CNGB3 GDNF MMP1 MMRN2 TRIM47 WNT3 SLC25A24 PAPPA SLC25A23 VEGFA CCDC141 LGI3 WNT6 CASKIN1 TTLL6 NRN1L FOXN1 DCLK1 MRGPRF NPEPPS ST6GALNAC5 TNKS2 NEBL IGSF8 CST6 CST7 IGSF3 AKAP1 EMP3 ASB5 HSPA9 IGSF9 EMP1 IL22RA1 TSPEAR DIAPH1 RNF186 SSH2 ITGB4 CSMD3 REEP4 ITGAX BLOC1S1 HBEGF UBE2D1 CSF1R EEF1A1 LRRN4CL MRPS23 EEF1A2 ITGA2 AK5 TMEM40 UBE2E3 OMD RCAN2 PHF3 SLC4A11 LTB4R2 SPTBN2 CYFIP1 FAM184A CIRBP BEND6 MPRIP OMG PRKAG3 SLC5A2 OSBP AEBP1 IGFBP6 CBFA2T2 RUNX1T1 DSTN SHISA5 PLBD2 SDHAF2 SEPTIN9 SHC3 BUD31 PLEKHH3 C11orf49 MT3 KIRREL3 TNIP3 IRAK1 NRIP3 GAPDHS PRKCG CHST4 UBE2C CHST1 DDR1 TNFRSF9 EYA1 RELL2 CHST9 TYSND1 KLHL13 MDM2 CNTD1 NEFM UBE3A UBALD2 CLVS1 GPR3 TRIB1 SLC35F6 UBQLNL ARPP21 MYRF TGM1 NEFH TGM3 GFI1 TGM7 GEN1 MAP1A ZNF827 SCOC TMEM104 CEP135 IGSF21 ZNF771 BABAM2 MARCHF1 ADGRF2 ADGRG4 UBALD1 RNF182 ALS2 VWA7 SLC9A8 SLC9A7 MASP1 CDK14 LTBP3 RABGAP1L ZBTB32 STOML2 MPV17 SYP MAGED1 CYRIA FLI1 FAP GIT2 TLK2 HTR1D RUNDC3A TENT5A ROCK2 PTPRR ZHX3 TSKU PTPRU PLA2G4F PTPRN BCL2L10 SPAG9 VASN NME1 SMPX ST18 FCHSD1 TRAPPC3 DYNC1H1 LY6G6D COA3 IL1R1 GNAI1 LY6G6C NDUFA13 KY NPHP4 PPP1R3C IL23A PROCR ARAP2 RPS20 HNF1A GIT1 C9orf16 RASEF WDFY3-AS2 TGFBR2 IL1RN KCNK1 PCDH17 DCSTAMP ACP3 ZFAND5 SHOX2 RBPJ MAP2 MAP4 H3-3B SYTL1 P2RX6 ZNFX1 SLC9A1 TLL1 RTN4 XIRP1 TRPV3 GPR87 RTN1 KCNK10 RTN3 XYLT1 ZNF654 ANGPT1 MYB CYTOR COQ8B SERTAD1 NAT9 SRPK2 ARHGEF2 TPP1 ATL1 FLNC TSSK6 DIDO1 CSN1S1 MAST2 C22orf31 ZNF362 ZNF277 G0S2 KCNH2 NSD1 KCNH3 REPS1 HSD3B7 FHL3 ITM2B RPL39 CCL27 DGKA SH2D1B DGKB TMCC1 PDE1B PPP2CA HK3 PPP2CB CKMT1B SUPT4H1 PCSK6 FBXW11 BUB3 GALNT13 CAPN6 FADS3 KRT25 PDZRN4 ELAVL2 LYSMD2 PKNOX2 RPS6KA3 RPS6KA4 SOST IQSEC1 TMEM50B ADAP2 UBA1 GFRA1 SH3RF2 CLRN1 PERP CTNNAL1 DYNC1LI1 SLC7A8 FSIP2 VCL ELOVL1 ELOVL4 ANK3 PITPNC1 ASPH ACTN4 SPTLC2 KCND1 RBKS PDE4D DLL1 FBP2 VAX1 SLC25A51 DDIT3 RELCH PA2G4 HSPB6 GPR55 ADGRG1 HSPB7 HSPB3 NPTN COL1A1 KLHL41 ZNF436 XDH TNFRSF12A STK10 KCNA2 NT5C1B TINAGL1 FBRS PRSS36 C8orf86 ZMAT5 RCAN1 VDR LPAR4 AKT1S1 HCN3 TMEM134 TRAF3 ANGPTL4 XPOT CPA4 GPRIN3 CPA6 SLC6A12 SLC6A14 CRB3 ARID3B RPL23A PDE6H DOCK4 LAT POLD4 EAF1 GPAT3 GTF2F2 SPTA1 MYH14 PCSK1N RBM39 CACNA1A ADAMTS6 RHO NDST4 RHOQ PEX5 PIP5K1A SYNGR1 VGF PROSER3 PAF1 KRTAP13-2 SGK3 ZNF207 DES GPC3 TRIM8 FAM180A TRIM9 DLG4 LOXL4 RHOC SEC24D FOSL1 RHOG RELT PADI3 PRR7 ESR1 ATP6V1H PIP4K2C PADI4 ZFP28 HMGA1 ZFR VAT1 VASP ACADVL ATP6V1A ZFYVE26 NCOA4 CHRM1 ARPC5L KRT86 PRLHR ADAMTS14 NDP TAC1 CDH5 PRDM13 DCT ANXA7 PRDM12 C1QTNF8 FAM91A1 FEZF2 PAFAH1B1 ODF1 DCX CCDC14 PLP2 MIR17HG NCDN AHI1 CREB5 RASL11B PPP1R9B AKR1B1 JAK2 TBL1X TBL1Y C1orf210 SNCG ATP1B1 S100A5 SNCB VAPA ADCY8 EFNA1 FAM20A SYT2 SYT8 AQP5 PDLIM2 BDNF GAB2 SPATA16 PIANP S100A2 CAPNS1 STC2 ZBTB43 PMCH STRN3 IQCF1 CRISP1 PIM1 HCFC1R1 NUDT10 TRAF3IP2 NUDT11 PRPF38B TSR1 MIDEAS SRSF2 PDGFRA PDGFRB STC1 LAMC2 LAMC1 HS3ST3B1 PFKFB3 ELL PFKFB2 HOXA11 CSRNP1 TAGLN2 MLEC LAMB3 NECAB3 MACF1 SAT1 TXLNG FAM120C BMP2 LGALS3 LGALS1 LGALS7 S100A10 MAP7D1 TREX1 EN1 MYOZ2 ECM1 LAMA3 TBC1D10B NOTCH4 JAZF1 DNAI3 C15orf39 AGR2 BMP5 ABCF3 MYL6B WASF2 MITF UVRAG EXD1 CAMKK1 ZFYVE9 BAG2 MIER1 LMOD3 ABCE1 GSE1 LINC01567 CLC ATP6V1C1 ANKRD28 NCS1 ZC2HC1C ANKRD22 GADD45G GADD45B GADD45A ADAM15 CLDN16 SGCZ CLDN17 USP3 USP2 ABCD1 EHF SFN PDAP1 CLDN15 STARD13 STAT6 SQSTM1 RB1CC1 DTNB BCL9L CHP1 BCAS3 THBS1 TLX2 DTNA GSDME TEX19 TBXAS1 SGK1 NLK NASP IPO11 YIF1A MAPK10 STAT1 POLR3E MAPK12 PSMD12 PPP1R8 PSMD11 DRP2 LUC7L TOB1 LORICRIN DNAJC5B APOBEC1 THRB CSPG4 FGF11 RIPK4 NCAN FGF10 SEL1L3 FGF13 FGF12 ITPKC CCDC50 UBQLN1 CALB2 GIPC1 DMPK FAM81A TRIM54 FAM135B KLHL7 DYSF TBC1D17 STARD8 SPR MED15 SPRED1 RNF34 KMT2C TFPI2 SCAMP1 LRP1B ARNTL NR0B2 WDR81 PSMA1 MAP4K5 LYNX1 UCN2 PSMA5 TIAL1 PSMA3 SDCBP LNX1 SLC38A1 SLITRK6 TFB1M ZRSR2 SLC38A3 PODN SLC38A2 ONECUT2 SLC38A6 ANAPC10 NAPB ELK3 CEPT1 CHMP4B CNOT6L DMKN SFTPD SFTPC CRACDL NDRG2 RUNX1 AXIN2 IVL CPNE8 GABARAPL1 SLC25A45 LPP TINAG C1orf220 HOXB4 CPNE1 TAFA4 PHF23 MYLK PRX TLN2 SLC6A10P PAK6 PSMD1 PSMD2 KLK12 PTH1R CNTNAP2 PSMD4 SV2A ARHGAP8 SLCO5A1 PSMD7 AKT3 SUOX TENM3-AS1 NRXN3 MPP3 MPP5 LDB3 NRXN1 CAB39 SMC6 EIF4G1 RXFP2 SMTN ZPBP2 ATXN7L2 BTG3 KPNA4 PSME4 KBTBD8 PPP1R15A GSTP1 CD244 TPM2 N4BP1 SYN1 KRT8 MYBPH ENO2 PSTPIP1 MSI1 ENO3 PLCD4 PLCD1 AIF1L SYNPO ENO1 THPO NAA50 AKIRIN2 TNXB DTX2 TTLL7 SPARC SLC10A2 SAMD14 GASK1B TP63 MGST3 KCNN4 RNF44 SPRR1A SPRR1B SLC6A5 YPEL5 TMEM151A GKN1 CAGCTG_AP4_Q5 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGCTG_AP4_Q5 MEF2C SCN3B POLR3GL RORC AGBL5 ADGRL3 MAP3K5 APP USP54 MAP3K8 BTBD3 PDHA2 FOXS1 RAB27A LINC00487 CERKL EOMES GEM MARK2 FAAP100 DOC2A SRD5A3 TMEM178A HSD11B1 ZNF384 ZNF385A CACNB1 CACNB2 MYBL2 ATG9A IMPG1 KLHL40 SERF2 SPOP SPPL3 ZNF398 ESRRA CYP46A1 ESRRB LINC01089 ESRRG GAS7 USF1 CHID1 OSR1 TONSL KCNQ1DN ASS1 ARHGAP44 HPCA RGS6 RGS7 RGS8 FITM1 YBX2 ANP32A SPIB BRD4 USP13 GHR ATF7IP MEGF8 CACNG2 KLHDC2 TXN GREB1L DUSP26 KCNIP3 NNAT ABHD4 CCDC186 ARL6IP5 AMPH FMO5 COL7A1 SORBS1 NDUFA4L2 SYNRG USP32 MTMR4 FOXD3 IGF1 MID1 MANBA MID2 DUSP4 MEF2D LRP1 DUSP1 GSK3B BNC2 AMOT FAM193A LRP5 MTSS1 LARP4 GRIK3 PASK TGFB3 PARP6 NR2E1 IL10 TGFB2 IL11 PACSIN3 CDKN2C FBXO24 PLEKHA6 BAIAP2 MAGI1 IL24 TACC1 IL11RA RTL9 HIF1A SMARCA5 EDF1 SMARCA1 LRRK1 SMARCA2 FBXO40 BMPR2 PTK7 LRBA BEX2 CXXC4 CCL4 PTK2 RNF166 TFDP2 ADRA2C MYO1C FOXA1 ACMSD MYO1F HDAC4 CDKN1B MARCHF5 C11orf52 HDAC9 FBXO36 NXPH3 E2F1 E2F3 NXPH4 CELF3 CLSTN2 PAX2 KLF10 PAX1 TMF1 APLN IMPDH1 NRG2 SLC7A11 HOXC12 STXBP6 TBCC ERN1 FOXN2 CA3 JMJD1C DMC1 MAPRE3 HS3ST4 TPPP3 CD9 PRRG2 APPBP2 KDM4C RNF121 SELPLG SCN5A DALRD3 CNNM2 VPS18 WDFY1 ARHGAP33 ISL1 MYLPF SCN4A RNF111 EDN3 STAT5A STAT5B PRR35 LINC00299 MEGF10 CD47 VSTM2A DDX17 PRMT6 APOD SEMA7A CREB3L1 CD247 MIR22HG LUC7L3 DCTN1 TSC22D4 BTF3P11 LHFPL2 KRT19 RBM15B LHFPL1 NDNF OMA1 DOK3 LINC02872 PNMA1 GJC2 CDK5R2 CD72 PPAT TAL2 ACE IDH2 FBXO5 RIPOR1 ABR CRIP2 TP53BP1 DDX5 TNKS1BP1 DLX1 SEMA6D DMTF1 SUPT16H NRP2 RAD51AP1 LINC02875 RBM14 CPEB3 MYBPC1 ZNF326 CPEB4 MYO7A SPINK5 RFX8 ATP6V0D1 JPH1 ATP5PD ZCCHC24 CCNJ ATP4A LINC00670 LENG9 PTGDS MAP3K13 SEMA4A EXOC6 MFSD2A ZNF646 GPM6B RPUSD4 CTXN1 HSH2D ZFP36L1 PEG10 XBP1 BCL11B C12orf4 SBSN CDK18 BAZ2A VXN GABPB2 SKA2 DLGAP1 JAKMIP3 LRRN2 LRRN3 ANKZF1 UBTF LRRN1 NHLH2 PTCH2 SMC1B PDGFB SKIDA1 RASGEF1A MINDY1 PRKCB MKRN4P CDHR5 FAM193B TRIM46 WNT2 WNT4 PTGIR ZMIZ1 VEGFA RBMS3 LGI4 MCOLN1 LGI3 ATOH8 SLC25A26 WNT6 LGI1 CFAP57 LBX1 TMEM109 CSNK1G2 SPCS1 EMP3 TRIM39 CELA3A CNIH2 KNCN NSG2 UBE2D3 BORCS5 QTRT2 SSX2IP BMF CSF1R GABRA3 FOXP1 KCTD8 PLEKHA4 NEDD4 SPTBN1 OMG CADM2 MYPN CBFA2T3 CBFA2T2 RUNX1T1 PCBP4 PCBP2 ADAMTSL2 KIRREL2 TSC22D3 LRTM1 FILIP1 MRPS6 CARMIL3 ALK ARHGAP24 DDR1 REEP6 C2orf27A ITGB1BP2 REEP1 MDM2 CNTD1 CAMK2G UBALD2 CLVS1 IL34 RPA3 C2orf16 ARPP21 MAP3K3 TNS1 GFI1 BRINP3 BEND4 MED13 TMEM126B ADGRG4 ALS2 AARSD1 LTBP1 JAKMIP2 MASP1 DBNDD1 PGF DNHD1 STOML2 TRIM62 KIFC3 GNG8 ACTG2 GNG3 PLS3 MAP2K6 MAP2K5 YARS1 RUFY4 RCOR2 NCF4 PTPRS ADAMTS8 SPAG6 SMARCAL1 MIR9-1HG ADAMTS2 TRAPPC3 ADAMTS4 NAGLU MTIF2 NPHP4 MUSK NECTIN3 CLEC4D CDC42EP3 DVL3 C9orf16 KLF12 KLF13 TGFBR2 ZNF777 FXR1 RAPSN IPCEF1 FAM98A SYTL2 NUTF2 FCGBP SYTL1 CHRNE CHRNG TRPV1 ANKRD20A11P CCDC71 CCNE2 DLEU1 CAMKV DLEU2 KDM2A PIK3AP1 ARHGEF2 PEPD ACTA1 ARHGEF6 ARHGEF5 JPT1 FLNC DERL3 MYADM RIBC2 GPR37L1 PJA2 GNB2 CCND2 XPR1 GNB3 NEXN-AS1 NKD1 CYP2F1 GPR61 TMEM105 GPR62 CREM C21orf62 TMUB2 PML FHL3 CCL27 HPSE2 FLRT3 PMEL L1CAM CCDC138 RPL28 LSP1 PLN IFNL3 IFNL2 CAPZA3 LNX2 RRAD RNF216 RPS6KB1 EBNA1BP2 USP32P2 APOA5 DAO KMT2A PI4KB TAZ ALPK2 SIX5 ARID1A CMTM5 ACTN3 HES6 CDO1 DDIT4 RENBP FAM131A KLHL41 CCDC26 ARFGEF1 ZNF703 PAM EXTL3 MIR1-1HG-AS1 FBXL21P EXTL1 RCAN1 GPR21 ZEB2 CRB1 KLHDC7A TEF ANGPTL2 TRAF4 TRAF3 DOCK9 NEUROG3 DOCK6 LONRF1 DOCK4 SUV39H2 LAT POLD4 NOSIP GPR34 CHAC1 XCL2 NDST4 APOLD1 NDST2 CCDC78 PROSER3 PEX7 DES GGNBP2 RHOD IP6K3 TRPM4 LIMK2 ESR1 PADI2 MAN1A1 HMGA2 CDK5 ATP6V1D CDK2 VAT1 PURA ATP6V1A PPM1E AMER1 LCK CD99L2 OTUD7A GPR17 PATL1 NR3C2 PPM1A PSD2 CDH3 CDH6 UBR5 PRDM13 UFM1 DCX WDTC1 PLP1 BMT2 NCDN SLC12A2 LGSN FAM222A DRG1 DBH MAN1C1 CADPS RDH10 ZRANB1 SH3BGRL3 GOLGA2P11 MLIP SNCG ADCY4 S100A3 CDX1 S100A8 ADCY8 EFNA1 ATP1B2 PDLIM4 ATP1B4 AQP5 LEMD2 PDLIM2 SLC26A10 CIBAR2 AQP2 CCDC43 GAB2 SUPT5H LMF2 MUC15 CHRNA1 S100A2 DEPTOR SLC12A8 PREX2 PCF11 DCLRE1A GRK2 ASB14 MYT1 ASB16 FCER1G IL1RAPL2 TRAM1 SLC44A1 TRPC4 SRP54 BMP1 MTMR10 NRBF2 LGALS1 FER1L6-AS1 METTL8 GOLM2 COX6A2 TMOD3 TMOD4 BMP6 KIF7 HIP1R MITF WBP4 SPECC1 SCT TLNRD1 POLR1D INPPL1 PRPF39 HNRNPDL ATP6V1C1 CKM GADD45G CDC42SE1 MOSPD1 ORMDL3 CD276 USP3 USP5 ABTB2 IKZF2 NDUFAF3 COL2A1 SUMO4 STARD13 SUMO2 FNDC5 SET AP3D1 BCAS3 CLEC14A CYTH3 AZIN1 ATP1A2 ITPR3 EXOC5 PYGM DRP2 RBFOX1 ATP6V1E2 NEUROD2 CALM3 LUC7L PAICS TP53INP2 CALM2 TOB1 TUSC2 APOBEC2 WNK2 HJV FGF14 FGF17 WDR25 FREM1 FGF13 WNK4 CNP FGF12 ANKRD1 DMPK KLHL1 HOXC6 TRIM54 DYSF SLC25A41 HOXC4 SLC4A2 SLC4A1 WDPCP DSCAM SCAMP5 SH2B3 USP1 NOL9 CA11 FGF21 TRERF1 PKD2L1 WDR81 HOXD3 LNX1 SLITRK6 SLITRK5 SLC38A3 TFAP4 MYL3 ONECUT2 CCDC85B ANAPC10 FNDC8 SRF SRC HOXA3 RAD51B HOXA5 HOXA6 RAD51D SLC30A8 RUNX1 SMIM43 RNF14 RUNX3 RNF13 PTPN6 DENR HOXB1 LURAP1L INKA1 HOXB5 PLAAT3 PTPN1 MYLK OPCML ZSWIM8 PAK6 AKT1 PAK5 CFAP65 DYNLRB2 PAK3 SPTY2D1 CAVIN2 PTH1R ARHGAP8 FAM50A LTA AKT2 EGR1 RAMP2 SOX10 NOL4 EGR2 TENM3-AS1 P3H3 CNTNAP5 SOX12 CILP TMEM8B RASL12 PIGN EIF4G2 PSD ATXN7L2 BICRA NFIX CALCA SNN ENO3 TNFRSF19 AIF1L LINC00482 BAHD1 NAA50 ACTB PLPP7 ACTC1 B3GALT2 PLAC1 RUFY1 SMAP2 TTLL7 LBX2-AS1 GRHL3 TIAF1 SPTAN1 HRAS CRHBP PPP2R5C ITSN1 PLEC RUNDC1 MYOT GRIN2B CUL7 GRIN2D SERPINE1 LDLRAD3 INA PIK3CG MYH3 MYH4 ZNF503 MAPK4 BACE2 RYR1 PPP2R5E PMP22 UNC13B KIF4A PPP2R3A ZNF133 PABPC5 BCL2L2 TOR1AIP1 SYVN1 ZNF513 SOWAHA IL17B SAMD1 TMEM86A SLC29A4 GIGYF2 TSEN54 UNC119 NTF4 NTF3 ZNF521 EMILIN3 RERG MLYCD ARF4 WBP2NL BTBD11 BACH1 NEURL1 FGF8 LZTS2 FGF7 BACH2 ELF4 BNIP3 NBEA STAC3 SRPX HHATL ZBTB16 SNPH SPIN2A FGF1 RAP2B HYAL2 TMEM255A SEPTIN4 MYCN KSR2 BNIP2 OSBPL10 WNT9A PHLDB1 C7 ABI2 NHLRC2 LRRTM3 LRRTM1 CALCOCO1 PPP3CB PPP3CA ACSL4 UBE2O WNT8B PDK2 CSRNP3 MYF5 NTNG2 VEZF1 ETF1 OR2L13 CDH13 ASIC2 WNT7B PTP4A3 OGG1 MSS51 SLC8A3 LMO4 LINC01138 MOB3C PVALB SYNC TUBG2 DNAJC1 ZNF593 STMN2 RELA RNF213 STIM1 YTHDF2 VAMP8 VAMP3 TFAP2C VAMP1 EDC4 PHKA1 MDK ARNT MEIS2 P2RY4 DNAJA1 TNRC6C HID1 ABCB9 EFS BFSP2 NR4A1 TEAD2 NR4A3 P2RX5 P2RX4 H3C3 H3C4 ABL1 SLC5A10 DNAJB5 RAI1 SPRY4 HIGD1B MBP SLC1A4 RNF19B BARX2 SLC1A7 MAN2B1 SLC43A3 EPN3 GPR174 CNTN6 SHISA4 PCDH9 CDK2AP1 SRRM3 NCAPH2 DHRS3 KIF1B MOSMO CNTN2 CLDN2 CNTN4 EPN2 CEP95 RAG1 SRCIN1 MAF DPH1 TNFSF4 KLK2 SCRN1 BRINP1 KLK1 COL5A3 XPNPEP1 SLC35C2 ID1 EPOR ID3 HMGN2 MSTN TMEM17 MOG SLC35A4 ATP2B3 PICALM MOS RAB24 RAB26 ZFAND3 GTPBP2 C7orf33 F11R MATN1 TGIF1 TMEM25 PRDM8 LRCH1 CATSPER2 CXCR5 LRCH4 ESCO1 DCAF17 MFNG RIMS1 EPHB2 TCF21 DMD LHX2 LHX3 UBE2K HIP1 KLF5 KLF8 RESF1 RHBDF1 METTL7B EPHA2 ETS1 RIT1 GRK5 TCF12 KCNJ16 ZBTB33 RAB5B RASL10A TOLLIP KCNIP2 TAS1R1 VWA5A ART1 KCNJ13 GPX1 GOLGA7 DOK7 SLC24A3 TENT5C PRR30 TUBB4A GZMB RBBP7 SCAP PROK2 DACT1 RIN1 NPPA RAB3A FOXO4 YWHAZ RAB3C TPCN1 MFRP FRMD5 CSDE1 APBA2 ETV1 BCL6 PRKAA2 ETV5 APBA1 EIF4ENIF1 NLGN3 TUBA8 RAB30 SVIL PPP1R17 TUBA1A APBB3 TUBA4A APBB2 WDR83 TUBA4B CAST SLC22A17 SEPTIN3 CASK BEST2 CRACR2A GDNF MMRN2 GATA1 PRKACG GATA3 ROBO4 PRKACA MIR137HG CASKIN1 CASKIN2 C6orf47 PLXNB3 NUDT22 MRGPRF CLPS LAYN CHPF ZMYM2 SSC4D ASB2 ASB5 CAV3 FXYD3 CSMD3 ST8SIA4 RRAGD AFF4 CORO2B PRR11 ITGB8 RHOBTB2 IZUMO4 NOVA1 TUG1 OBSCN LRRN4CL ITGA3 PHF1 ITGA6 SALL1 SHISA6 CD79B CHRD MPRIP PHF7 C6orf62 PRKAG3 LINC00303 SORBS3 IGFBP6 IRAG1 SYNPO2L POU4F1 GPR162 UBE2W LEF1 PRKCG UBE2H KRTCAP2 UBE2B EYA3 PRKCQ EYA1 EYA2 CUTA COMMD3 NAPEPLD SEZ6 MORC3 HCFC2 AKAP9 PALMD NGF GPR1 MPPED2 SLC39A9 HRC MAP1A TMEM104 MARCHF1 SLC18A3 C11orf87 MAPK8IP1 SLC5A7 SH3BP1 IGFBP3 LINC01931 DLC1 MXI1 HOXD10 CITED2 IRF2BPL MAGED1 KCNK5 ATP13A4 OGFOD2 CDCA3 H1-0 WNT10A WNT10B ROCK1 ZBTB25 CRYAB NOL4L RXRG SLF2 COLEC12 MYO18B ZBTB18 EIF2S1 AGAP2 TGIF2 MYO18A LY6G6E COA3 ERBB3 ZNF232 KCNJ2 DAAM1 PPP1R3D USP49 TCF4 GPD1 TCF7 PCNX1 YY1AP1 TNNI2 PCDH18 SHOX2 MLLT11 CCDC191 UNC45B CYP8B1 RPL23AP32 SOBP PLCZ1 DPP3 XIRP1 BSCL2 TRMT10A NAP1L5 RTN2 FAM120B AP1S2 PBXIP1 SPG21 ANGPT1 ZBTB20 SLC44A2 DPP9 VGLL3 MYC TXNDC12 HTR5A ANGPT4 NAT9 CMKLR1 ARMC8 ERP27 TLE4 PDE10A ZNF277 ZMYND8 AICDA KCNH2 REPS2 NACA TAPT1-AS1 REPS1 HSD3B7 SGMS2 H2AC7 TMEM100 RTKN TSPAN33 MYCLP1 PDE1A MT1E HTR3A TBC1D2B TRIP11 HSD17B8 KCNE4 ZNF267 HAPLN2 ZMYM4 H2BC3 H2BC7 FIS1 PDE3A ELAVL2 ELAVL3 NID2 INF2 SOST RASSF1 RASSF2 IQCD HTR2C NR5A1 TRIT1 ABHD16A RETNLB TNNC2 TNNC1 IER5L JAG1 RBFOX2 ASPA ANK1 ANK2 SMG5 AAK1 PSIP1 AKR7A2 ERLIN2 INSR RGR CHAT SLC66A1 SRPK3 DLL3 DLL1 HDAC11 HHEX AFG3L1P HSPB6 RASGRF2 DLL4 HSPB2 BRSK2 HSPB3 PTGFRN FCRLB FGR SYT16 KCNA2 TRPT1 TINAGL1 RTRAF TIMP4 WDR83OS CCDC177 CRCT1 CXorf58 USO1 GRPR NADK2 PCYT1B IMMP1L NUDT18 CPA6 TRIP4 SLC6A14 CACNA2D3 CACNA1S LDLRAD4 RSRC1 PDE7A HIVEP3 CACNA1G CACNA1H MYH13 MAST1 BAP1 FES VGF TRIM8 HMOX1 RASL10B LOXL4 LOXL1 DLG2 SGK2 TUBB2B TEX35 MBNL2 C1orf116 MBNL1 ZFYVE26 VPS45 CHFR GAP43 ACVR1 IRX4 DPF2 ABLIM1 CABP1 ANXA6 ALDH1A1 ARMC5 IGF1R ANXA8 ZNF668 C1QTNF1 MYCBP FEZF2 NEDD4L HSPA5 TMEM184A CHD4 WBP1L NES ADO CDC25B PPP1R9B SCFD1 PNOC NEB PRR14L CCDC102A SPEG NIPBL TMEM125 STAR GCAT SYT6 SEPTIN7 HOOK1 H2AZ1 RARA BCL7A PITX3 POLL FAM178B OLFML1 NAV3 TBR1 DPCD AP5M1 NAV1 TMEM79 KCNMB3 ELL ELN ARHGAP45 KCNMB1 TPI1 LAMB2 ADGRB3 NKX2-2 RSPO2 SMYD1 EN1 MYOZ1 MYOZ2 MCAM MYOZ3 NOTCH1 CCDC65 LAMA5 BCL6B ZMAT3 MYL6B ZNF710 RABAC1 ANKRD12 LMOD3 ZFYVE1 KCNMA1 ABCE1 FCRLA TMEM35A LINC01567 LMF1 SGCG PDAP1 CLDN15 MRPL14 RUSC1-AS1 BCL9L DDIT4L SPATA6 DTNA FZD9 TBX6 GPBP1 TBX3 MCF2 GOLPH3L CDKN3 STAT3 STAT2 PPP1R7 FAM110A CBX6 SPRED1 GSDMA SCUBE3 ANGEL1 COL22A1 ELL3 CDKL5 NUMBL TNNT2 TNNT3 MACROD1 TNNT1 FRAS1 SYT17 PODN APOO SOX2 SOX5 SOX4 FAM217B NAPB KCNS3 PPP1R16B KCNS2 HECTD2 NDRG1 LRFN5 RYK MIR1-1HG CPS1 RAB33A WWC2-AS2 BEST3 PRICKLE1 NCKAP5 PRICKLE2 PHF23 SGIP1 SULT2B1 KCNQ5 KCNQ4 PPM1J MGLL PSMD3 SV2A PLCB2 KLK13 ELP4 CLIP1 PARP8 LDB3 INHA NDUFC1 PARP12 BTG2 BTG1 CTSD NRK PTCHD1 TMEM182 B3GALNT2 SPOCK2 NANOS1 TPM2 TPM3 UGT1A7 RGS12 PDZD11 MYBPH RCSD1 THPO NDUFA4 ERF ERH DTX3 TPMT TAPT1 WNT2B SH2D6 NTS KCNN3 KCNN2 YPEL5 CAGGTA_AREB6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAGGTA_AREB6_01 FAM126A FAM106A USP51 AGBL5 BTK MAP3K5 ZNF395 PDHA2 STAG2 CDH24 TMEM161B PIK3CG CRTAM ANAPC16 LRRC74A CABCOCO1 MYH7 ZNF503 PROX1 JUP AC141586.1 RYR2 CACNB1 CACNB2 ACKR1 DUSP13 IL17F ZC3H18 ALDH4A1 PPP2R2B TECTA NTF4 ESRRG ARHGAP44 RAB2A SMURF2 BTBD11 LZTS2 FGF9 KCNAB1 NBEA ANP32A FOXB1 IL13RA1 H1-3 H1-2 CERCAM SEPTIN4 SLC3A2 OVOL2 MMP14 PRSS41 EPB41L1 OSBPL11 DOLPP1 USP25 MIA2 CSF3 CSF2 FAM72A OFCC1 ZNF366 DISP2 CIPC SH3D21 IGSF10 LRRTM3 MPC2 ACSL5 FOXD3 CSRNP3 IFT52 IGF1 NTNG2 PGAP6 PHF12 LMX1A CDH16 CFAP161 PTP4A1 JADE2 VPS37A FAM193A MSS51 DUSP7 IL2 SLC8A3 LIX1L CCIN LMO3 TGFB3 TGFB2 PVALB CDKN2C TGFBI S1PR1 EED LPAR1 ZNF593 IGSF9B IL27 STIM2 NT5DC3 SLC44A3 IL22 TACC1 ASCL1 EVC2 VAMP8 TFAP2A SMARCA1 CCDC7 LAS1L CYB5R3 ADAMTSL1 EDC4 MAMDC2 TET1 PTK7 CSAD C12orf65 EGF FKRP RAB8B PHACTR3 NEK10 MYO1E FOXA1 ICMT TEAD3 HDAC4 DSG3 H3C3 H3C4 H3C8 DNAJB5 FNBP1L IER3 CLSTN3 UBXN10 KLF10 EXOC3L2 LSR RNF19B SPRY2 CCN5 RGS22 CCDC120 LRRFIP2 NRG1 APLN ICA1L CNTN6 KIF1C TSPAN6 HOXC10 DHRS3 FAM122B CRTC1 TBCC ENHO NRGN STAG3L4 PTMS SNX13 PPP2R2A CRLF1 FKBP3 EGLN3 HIC1 LINC01101 SRCIN1 HFM1 TRIAP1 PRRG2 ENOX1 AVPI1 CELF4 GCG ID4 PNMA5 CYP3A4 CYP3A7 HMGN2 FAM117A MSTN NELL2 BBX NSMF RAB1A DDX17 SEMA7A GRID2 EMX2 LUC7L3 PPARGC1B DCTN1 CD37 RBM15B CCR3 MLLT10 HAS2 PIAS1 ESCO1 EPS8L1 PLA2G2F CLCN3 SIRPA GRHL2 PTCH1 HOATZ PLEKHG6 GNL3LP1 CD72 CD74 EPHB2 SEMA5A PLAGL1 DMD VTCN1 UBE2Z LHX5 LHX6 MAML3 KRT2 ANTKMT KLF5 MDFI GPR152 AGER UNC45A FOXG1 EPHA7 SAP130 HEPH ALG10 PLA2G4B TCF12 CLCN5 KCNJ15 EVX1 GREB1 PWWP3B PMS2P5 CCDC112 SLC26A1 KCNJ14 ART3 SEMA3F CHST11 SULT1E1 CCER1 MBD6 MBD5 INCA1 TMEM191A SENP1 GRM2 SLC26A7 HDDC3 SLC26A9 CHL1 MIA AVPR2 DHH NSUN5P1 LINC00649 RAB43 GPM6A NR1D1 BCL11B BCL11A BCL6 MLLT6 ETV5 RAB2B JARID2 XIAP ORAI3 LRRN1 CHN2 RABEPK ATP6V0A4 CAST MRPS34 PDGFB PDGFA SKIDA1 ACKR3 CASK BEST4 TRIM52 FAM193B GATA1 GATA2 SLC25A28 PRKACA PDGFC PRKACB AXDND1 MIR137HG S100A10 LBX1 PLXNB3 SHISA7 LYPLA2 DCLK1 ST6GALNAC3 TNKS2 ASB9 CBLN1 CHPF STX5 PACS1 FXYD2 MSRB3 TSPEAR DIAPH1 CSMD3 PHF21B NEDD8 UBE2D3 ITGB8 PACRG ITGB6 SARNP TUG1 FN1 ATXN7L1 GABRA1 GNRH1 GABRA6 RPRD2 KCTD5 FOXP3 FOXP1 FOXP2 KCTD6 LAMTOR1 CORO1A SLC4A10 ULK1 PPIA ATL3 LDOC1 CADM2 SLC5A1 FBXL19-AS1 HMGN5 CXCR4 PHC1 PILRB FAM83H CHST1 PRR15 CUTA CHST9 RBM47 ESRP2 ATRAID REEP1 ZADH2 AOC2 SEZ6 PRKCZ GPRC5C PPP4R1 ERRFI1 SLC37A4 TRA2A CD40 MYRF SLC39A5 BRINP3 CAMK2A TXNIP GPR119 UBE4B ZNF827 PRKN SLC5A6 TMTC4 SLC18A1 TCEAL3 SH3BP1 TEX2 IGFBP5 ALS2 VWA7 KCNE5 RNASE11 FHIT SLC9A7 LAMP5 RABGAP1L STOML2 ERG28 BRPF1 CYRIA H2BC10 LAMTOR3 GNG3 TLK2 LRIT3 MAP2K7 HTR1F PPTC7 ATP13A4 TYRO3 RUFY4 PTPRF PTPRR MSX1 ZBTB18 PHETA1 TGIF2 ADAMTS4 IL1R2 POMZP3 KCNJ2 NECTIN4 NPHP4 IL23A EGFLAM ARAP2 ARAP1 HNF1A SND1-IT1 ZEB1 PCDH10 IL1RN KLF14 HGF KCNK1 ITIH6 WWC1 TRPS1 HEBP1 DNAJC22 NACC1 SOBP GPR85 BSCL2 LZIC XYLT2 TRPV6 MYB KCNT2 SRPK2 ACTA1 ZDHHC5 ZDHHC8 ZNF362 RRM1 UQCR10 CHSY1 AICDA PYY2 RAPGEFL1 SRGAP1 KCNH5 CER1 REPS2 H2AC7 NUMA1 HPSE2 PTK2B CKMT1B TBC1D5 FBXW11 BUB3 CAPN6 H2BC3 TMPRSS2 SELENOO PPY2P H2BC7 ANKRD36B RPL24 ELAVL4 CFAP70 CAPN1 RPS6KA3 SOST UBA1 ZBTB5 ELOC NMBR E2F8 REPIN1 GMPR2 FOXN3 CAPZA1 STK35 EIF5 UNC50 MANF JAG1 ZIC1 RBFOX2 CNOT7 FSIP2 PGRMC1 PDE4B CMTM4 KCND3 PDE4D SIX4 IRS1 SLC34A3 NCAM1 VSNL1 SPDEF FAM131A PTGFRN NMNAT1 LRATD2 AHCTF1 SIPA1 KCNA1 FBRS TMEM38A GPR22 GPR21 ZEB2 PXYLP1 USO1 OVOL1 OTOP3 HCN4 EPB42 EFEMP1 DOCK9 FDPS NEUROG1 UCKL1 CACNA2D3 LCE5A LYPD3 LAT NOSIP ST7L ZIC4 LMTK2 CACNA1G ARL4C HIVEP2 HIVEP1 MYH14 CACNA1D ARID4A UCHL1 DICER1 SGK3 NTN5 GPC4 GPC3 GGNBP2 LOXL4 NDUFS2 DLG2 PURG TRPM7 C1orf116 CDK6 ESR2 MBNL1 HMGA2 ALDH3B1 PURA ADRB2 CHRM1 CDK2AP1 PRLHR GAP43 ADAMTS19 CABP2 ABLIM3 NDP CTF1 ADAMTS15 LRMDA NR3C2 CABP7 CABP4 PPM1B NAALADL2 CDH6 PRDM13 PRDM12 ALDH1A2 PAFAH1B3 PNPO NEDD4L DCX CCDC14 R3HCC1L ZNF746 LGSN CEP120 DPYSL3 CREB5 DBI GDPD2 PNOC DACH2 CCDC102A RSKR GGA2 PTGES3 ITGB3BP SYT5 PDLIM4 ZNRF1 KIF13A BDNF AGPS RARA C6orf136 STRIP1 OXR1 S100A2 PITX2 STRN4 NKX2-8 TRAF3IP2 PRPF38B PREX2 SRSF2 MGAT2 MYOF TBRG1 PDGFRA STC1 ENPP6 HOXA13 ELL PXN LAMB3 MOV10 NUP54 NKX2-5 HNRNPH1 SLC44A1 BMP4 MTMR10 RNF43 OSBPL6 ANKMY2 MYOZ3 CSRP3 S100A14 PORCN RPS6KL1 NOTCH1 LAMA3 SFRP1 PSORS1C2 BMP7 AGR2 BMP6 KIF7 FERD3L LRP2BP SH2D1A ASTN1 PGGHG GCC2-AS1 FLOT1 SF1 HERC4 CDR1 TOMM20 SH3KBP1 ORMDL2 TBX19 CLDN17 USP2 COL2A1 CIC NPR3 CYLD RB1CC1 RUSC1-AS1 DTNB C8orf82 BCL9L TLX1 SHISA6 TBX6 ATP1A3 ITPR3 ERBIN NEUROD1 PBX1 GSKIP TJP2 CALM2 DNAJC5B MAEA FGF11 FGF13 ITPKB SEL1L3 WNK3 FAM81A HOXC6 TBC1D14 HOXC4 WDPCP POM121L1P RPL36AL SCAMP3 SOCS2 NTPCR SECISBP2 ARNTL FGF20 CDKL5 CBY1 PTHLH MAP4K4 SLITRK4 LYNX1 HOXD8 TMEM184B HOXD4 SLC38A1 TMEM256 PKHD1 SOX3 SOX5 UMOD KCNS3 MIR503HG HOXA3 NDRG3 NDRG4 PPP4R3A RLIM SLC30A3 AXIN2 LRFN5 SNW1 NFE2 PTPN2 WDR6 WRN BEST3 HOXB4 DIO2 TAFA1 DENND2B BMI1 GPR173 ZSWIM8 KDM6A TACR1 PAK6 BZW2 MGLL PLCB1 RABL6 NOL4 EGR3 EGR2 KHDRBS2 NRXN2 CNTNAP4 NRXN3 SOX12 LDB2 LEAP2 EIF4G1 SMO PSD BTG4 NRK PTCHD1 ING2 FRY TTC39B ZFHX4 NFIX DBNDD2 NPAS3 TMEM33 KRT8 CYP26B1 MSI1 PTN TNFRSF19 SLAIN1 MED27 ZER1 SLC17A3 DARS2 NAT8L SP7 SP8 NFIA NFIB TGACGTCA_ATF3_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGACGTCA_ATF3_Q6 ALS2 RAD51C LDHA PNMA3 LTBP1 ADCY8 CDX4 RUSC1 PDLIM3 RCE1 OGDH CD2AP IRF2BPL RAB25 DHX36 CCNA2 PITX2 RUNDC3A WNT10A CTC1 BRAF GEM PTPRU PPARGC1A DCTN1 DEPDC4 ST13 SPAG9 HAS1 CCDC148 TGIF2 CHGB ZIM2 WFDC3 RBP5 ZC3H10 CMSS1 DAAM2 ATP6V0C ARIH1 SULT4A1 ZBTB37 RPS29 RIPOR1 MMGT1 XPNPEP3 OSBPL9 MAOA ATG5 YTHDC2 MCAM TSC22D2 SYNGR3 EPHA2 RNF7 PKP4 AREG FGF6 MITF PNMA6A INTS7 TMEM147 MAP1LC3A ZMYM2 MRM3 ABCE1 NDUFA10 CDS1 ZNF335 SENP2 TRAP1 RPL41 SEMA4C GNB4 MAP3K13 TMEM59L THOC1 YWHAZ RPRD1A CREM ZBTB11 TH ZNF367 GPM6B PFAS MLF2 CYLD PCSK1 NUP214 RUSC1-AS1 PACRGL PER1 SNAP25 SPATA7 FOXD3 GPBP1 MAPK10 STAT3 SDHB TEX14 DUSP1 C12orf66 ADAP1 BNIP3L RBM18 NUBPL KCNF1 USP48 NEUROD6 ZMYND15 TP53INP2 ABHD16A SIK1 CBX8 RALGAPA1P1 NR2E1 LGR5 ZNF184 TMEM39A DDX28 ELOVL5 SLC25A25 GNL1 ZNF576 SCAMP5 ZNF593 CHMP1B NCALD GLOD4 RELB EEF2 RBKS MRGPRF TIPRL NUP42 ELL2 ZNF516-DT CHPF FAM131A DNTTIP1 SLC38A1 TNFAIP1 MYL6 KYAT1 ADNP2 ANAPC10 KCNA5 AFF4 AKIRIN1 RCAN1 CYSTM1 PRR3 JUND H4C5 NOC4L TRAF4 ATL2 PARD6A MAFF UCN PHACTR3 IFT20 EPB41 LMCD1 NR4A2 MRRF HSP90AB1 SUV39H2 KCTD8 DUS2 DIO2 CXCL16 PNRC1 GLI1 IKBKB ZFAND2B SST DDX51 SGIP1 CLDN7 RAI1 CLSTN3 CLDN6 VGF ASPHD1 C1orf35 THADA CCN4 OSR1 HDX NOL4 SRRM4 G3BP2 MBNL2 UBE2H PDP1 DNAJC27 UMPS ZFYVE27 SEZ6L2 TSPAN7 PPP1R15A PPP2R2A PEG3 IRX4 ING4 IRX6 NUP98 HS3ST2 PPM1A FAM174A NDUFB2 GPR3 DDX19A PLCD3 CAMK2D PAFAH1B1 GTF3C1 SCG2 MAF FLT1 HS3ST3A1 NF1 AHI1 CENPE VPS37B AVPI1 RNF44 ARL4D ID1 SLC18A2 CRH BABAM2 TBC1D32 C11orf87 TGAYRTCA_ATF3_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGAYRTCA_ATF3_Q6 ALS2 AJUBA STARD13 LDHA TPPP2 LTBP1 PPP2R5B SCN3B RUSC1 PPP2R5C RCE1 OGDH IRF2BPL KCNK7 CH25H SH3BGR RND2 DHX36 GNG3 CCNA2 STAG2 RUNDC3A WNT10A PHOX2B CTC1 GBP5 BRAF SPACA7 ANKS1A BARHL1 SIPA1L2 MAP9 BSDC1 GEM PTPRU GLTP ST13 SPAG9 ZBTB18 SPAG6 TAGLN JUN CCDC148 HSD11B1 TGIF2 WFDC3 FAM219A RAD23A DUSP10 ESM1 DAAM1 DAAM2 ATP6V0C ZBTB37 SULT4A1 ARIH1 RPS29 CDC42EP4 C9orf24 MAOA PPFIBP1 KCNK1 TSC22D2 SYNGR3 PKP4 AREG PLCZ1 FGF6 ITPRIP PNMA6A ARHGAP30 SPI1 BSCL2 CUZD1 ESS2 TMEM147 ACAP3 PBXIP1 MAP1LC3A FAM81B SLC3A2 TENT4B CFTR NDUFA10 MMP12 ZNF335 TAF11 KLF9 DOK1 CRLS1 NCK2 C22orf31 RPL41 GNB4 TMEM59L THOC1 CREM MKNK2 ZNF367 ITM2B PCSK2 PCSK1 NUP214 PPP2CA COL6A3 RAB11B GALNT15 PER1 SNAP25 FBXW11 PRSS12 FOXD3 FLRT3 HAPLN1 CS IL9 IGF1 QSOX1 MID1 QPCT SDHB CYLC2 DUSP3 DUSP1 PLN C12orf66 ADAP1 BNIP3L RPS2P45 ZBTB4 KCNF1 USP48 SELE ZMYND15 ABHD16A MTSS1 SIK1 CCIN LMO3 CAPZA3 SPATA46 RBM3 ATP6AP1 HBS1L IQGAP3 IL13 RRAD NR2E1 LGR5 DDX28 ELOVL5 GPR42 FFAR3 PITPNC1 RNF148 ZNF576 DNAJC1 SCRT2 EGFR IRS4 ZNF593 GLOD4 NCALD RELA RELB STMN4 EEF2 RBKS IL22 MANEAL TACC2 ZNF516-DT FAM131A DNTTIP1 TNFAIP1 KYAT1 NT5C1B KCNA5 CCL4 C1orf43 AKIRIN1 RCAN1 SESN3 GPR22 CSPP1 JUND NOC4L TFDP2 H4C5 HCN4 ANGPTL2 ALLC TRAF4 UCN PHACTR3 EPB41 GRIN1 NR4A2 LMCD1 FSCB EFS GPRASP2 HSP90AB1 SUV39H2 SLC35G3 CXCL16 P2RX3 GTF2F1 PNRC1 CACNA1G ADRA1B IKBKB FBXO34 DNAJB4 DDX51 RHOJ CLDN7 RAI1 CELF3 NDST4 CLSTN3 CLDN6 MXRA8 VGF SYNGR1 C1orf35 THADA SPRY1 CCN4 DES OSR1 LOXL3 HDX SGK2 CCDC86 MBNL2 C1orf116 PDP1 DNAJC27 FAM53C ZFYVE27 IGF2R TSPAN7 SEZ6L2 PPP2R2A UBAP1 IRX4 ABLIM2 IRX6 NUP98 HS3ST2 SNX16 PPM1A TSPYL4 FAM174A FIGN FEZF2 PAFAH1B1 EHD1 GTF3C1 CHD4 NFATC1 MAF MAG WBP1L MXD1 FLT1 HS3ST3A1 NCDN ADARB2 NF1 AHI1 VPS37B AVPI1 ID1 SPEG TBL1X MEX3D RAD51C ODF3L1 PNMA3 AGO2 CDX4 ADCY8 PDLIM3 LEMD1 CD2AP RAB1A HOOK1 CCDC54 DDX17 PICALM GAB2 RAB25 RARB ABI3BP FAM71F1 PITX2 IQCF1 PPARGC1A DCTN1 DEPDC4 ACTL7A HAS1 IZUMO1 TSC22D1 CHGB MICALL1 ZIM2 RBP5 ZC3H10 CMSS1 HAUS2 AKAP12 GRK2 MYT1 CD74 ASB17 VRK3 RIPOR1 MAML3 OLFM1 MMGT1 XPNPEP3 ABR ORAI1 OSBPL9 ATG5 CELSR3 ZKSCAN5 YTHDC2 MYOZ2 MCAM KCNK18 EPHA2 RNF7 DNAI3 CLCN4 CLCN5 ATP5F1D SCHIP1 MARCHF10 TTLL10 MYO7A MITF INTS7 DNAJC13 DNAJC14 ZMYM2 MRM3 ABCE1 ADAM11 CDR2L CDS1 SENP2 BSND TRAP1 POGK ACSBG2 SEMA4C NPPC MAP3K13 FAM186B YWHAZ RPRD1A ZBTB11 TPT1P8 TH GPM6B ZDHHC19 MLF2 PFAS POLR2A ZFP36L1 CYLD LIN54 LRRC57 PACRGL RUSC1-AS1 TLX3 TES SPATA7 GPBP1 DLGAP4 MAPK10 GRIA4 STAT3 ACTL9 TEX14 AP2A2 TJP1 RAB30 RBM18 NUBPL DTD2 NEUROD6 TP53INP2 CALM1 DNAJC5B F2RL2 SNCAIP PDGFA UBQLN3 FGF12 UBQLN1 CBX8 RALGAPA1P1 ZNF184 TMEM39A MYOCD SLC25A25 HOXC4 RNF38 OLIG2 GNL1 CARTPT SCAMP5 CHMP1B CA12 FGF23 MRGPRF TIPRL NUP42 NEBL ELL2 PTHLH CHPF SLC38A1 STX5 AKAP3 MYL6 SCP2D1 ADNP2 SLC38A6 ANAPC10 AFF4 SLC44A5 CYSTM1 CSNK1G2-AS1 PRR3 SEPTIN4 RNF11 RUNX1 NOVA2 ATL2 RNF14 PARD6A ITK MAFF GABARAPL1 LRRN4CL IFT20 DMP1 UBL4B GLT6D1 MRRF KCTD8 RCAN2 DUS2 DIO2 PRICKLE2 CPNE1 SPATA2L ZFAND2B GLI1 DENND2B SST PLEKHA1 SGIP1 PRX IL21R CREBZF SULT2B1 TP53TG5 CBFA2T2 ASPHD1 CRX TMEM62 PAK6 FOS SLN SLK ACTR1B PSMD3 GPR162 PAK1 NOL4 CYP11A1 SRRM4 GAPDHS SPDYE1 G3BP2 UBE2H DAPK3 EYA1 UMPS HIPK1 SBF1 CFL2 PPP1R15A FAIM2 MOB4 PEG3 TNFRSF21 ING4 CNN3 SPOCK2 IFT43 TGIF2LX TGIF2LY CTNND1 GPR3 TPM3 NDUFB2 CALCA DDX19A C5orf46 HAND1 DNAI1 PTH TGM1 CAMK2D PLCD3 TNFRSF19 CDK13 CNN1 SCG2 FAXC PTPRC FAM170A ERCC6L2 MAP1B CENPE RNF44 HMGB4 ARL4D NTS DCDC1 SPRR1A KCNN2 SLC18A2 C18orf54 BABAM2 CRH TBC1D32 C11orf87 ADGRG4 PRSS27 KBTBD12 TTGCWCAAY_CEBPB_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTGCWCAAY_CEBPB_02 NRP2 CYP24A1 FGF14 IL19 SYNCRIP LUZP1 PRDX3 CITED4 VCAN GSR SAA1 SERPINE1 SIK3 RHOB SPIB ANGPT1 IP6K2 PITX2 NAT9 SOX10 MIDEAS SRPK1 SLC7A11 SLIT3 EIF4A2 EIF4A1 STMN1 WNT5A NFKBIE CLDN10 FAM217B KCNJ2 KRT23 TRIB1 ZFP36L1 PPP1R3D CSDE1 ACAN FGA HOXA5 PPL SBSN IDH1 TXLNG ETV6 DCAF6 BMF B4GALT1 KLF5 CEBPB MSH5 CKAP4 DBH ITPR3 TMEM104 ZNF217 JADE3 MAPK14 BNC2 RAB2A DENND2D CUEDC1 TOB1 TAATTA_CHX10_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAATTA_CHX10_01 MEF2C MEF2B POLR3GL RORB RORA WT1-AS OGN DCAKD CDH20 DHX38 FOXF2 BTBD3 STAG3 OGT STAG2 LRRC4 ARC MYH1 RREB1 AIG1 BARHL1 MYH2 BARHL2 EOMES MYH4 MYH8 BACE2 AC141586.1 TMEM178A MCTS1 CACNB3 IMPG2 MED12 PPP2R2B TECTA CELF2 GAS2 ATP11C ZNF524 WIPI1 KCNQ1DN ARHGAP44 PKP3 TSGA10 RGS8 SMURF2 CEP41 MAB21L1 MAB21L2 BACH1 OPRM1 BACH2 ZNF385B ELF4 DPP10 MMP27 CARMIL1 LRRC15 TYR MMP20 STAC2 IL13RA1 MRPL3 H1-2 CACNG2 ELMO2 ELMO1 C8A EPB41L3 EREG SERPINB7 URI1 MECOM C5 CLIP4 OFCC1 PART1 ZNF366 LRRTM1 SERPINC1 SERPINB11 NDUFA4L2 MPC2 WNT8B MYF6 FAM27E5 CS NTNG2 LMX1A FAM169B MID1 BNC2 CDH19 OGG1 LRP2 WNT7A HPGD CDH10 LRP5 GNA13 MTSS1 ENAH JDP2 LMO1 IL17A LMO3 LMO4 KALRN PACSIN3 CDKN2C MTUS1 SCRT2 PLEKHA6 STMN2 SLC44A3 CDIN1 VAMP8 ARRB1 SNTG1 TFAP2A SMARCA2 ASCL4 FBXO40 EDC4 BMPR2 COMMD10 MIA2 TFEC TFDP2 TMEM179 ARHGDIB MYO1C MYO1B NEK10 JCHAIN DNAJB8 NMT1 DSG4 DSG1 SLC13A1 KRTAP19-6 DNAJB4 IER3 TNRC6A CLDN4 CLSTN2 UBXN10 PAX6 PAX3 PAX2 THADA MAX SPRY1 OSR2 RTCB NXPH1 SSBP3 STXBP3 ARL5B IFI16 SLC7A11 ARL3 TRDN HOXC10 HOXC12 TNFSF13B MOSMO TRIM24 CA4 S100PBP CNTN4 CA2 TSPAN7 SEZ6L2 ZCCHC13 TSPAN8 UBAP1 EDA FKBP5 HS3ST1 MFSD14C PMEPA1 FAM89A FIGN SMOC1 RNF122 NOX3 DPH1 ADARB2 ID2 ZBED3 HMGN2 MSTN C5orf64 HTN1 FST NELL2 STAT5B SOHLH2 DSPP DDX17 ATP2B4 VPS13D SEMA7A LIN28A COL12A1 BAIAP2L2 PELI2 COL10A1 RPP25 GTPBP1 EMX2 LUC7L3 C1QA PRDM8 DENND1B CD36 BAZ1A TMEM185A TACSTD2 CORO6 MLLT10 NDNF MNT PRDM1 AMFR HAS3 PNMA1 TXNL4B GRHL1 HAUS2 SFXN2 CALR KRT23 OTP RAB40A EPHB2 SEMA5B PCNT TAL1 DMD LHX6 AMD1 MORC1 PBOV1 GPR157 AKTIP KLHDC10 HPCAL1 TP53BP1 WAPL EPHA2 DDX6 KRT74 TUBB6 FOXG1 TM2D2 KRT73 DLX2 DLX1 ATP2A2 NTRK1 ETS2 TMEM117 SECISBP2L PLAU PCDHA6 JPH3 NRP1 MYBPC2 RAB5B MYBPC1 CPEB4 RFXANK CANX ARL2BP GPX1 CHST10 SLC24A2 NUP35 RAB6A SEMA3A REEP3 NABP2 TUBB4A PCDHB3 SERINC2 SOAT1 PROK2 BLMH SEMA4G SLC26A7 GRM8 ZDHHC12 CHL1 LIMS1 FUT8 NEO1 EDEM1 ZFP36L1 ZDHHC21 ETV1 BCL6 RPIA POPDC3 ETV6 ETV3 SI DLGAP4 NLGN2 GJB6 NPR3 AFP APPL2 FYN TMEM87A HERPUD2 VLDLR ETNK1 OCLN PLXNA2 SKIDA1 CASK EIF5A FAM193B PROP1 ROBO1 ZMIZ1 MS4A1 ROBO3 KAT6B MIR137HG LBX1 HRK PRKAB1 NEBL CADM1 TMTC2 MSRB3 DIP2B SSH2 COPS7A ST8SIA3 REEP4 TAGAP FOLR1 NOVA1 ATXN7L1 FOXP2 SALL3 ITGA8 SALL1 CYFIP2 RFX3 CADM2 LINC00303 SGPP1 PRKAG1 RP1L1 TTC30B PDCD4 DMRTA1 RUNX1T1 YRDC TSC22D3 KIRREL3 PTCHD4 FILIP1 PRKCH SEZ6L ALK ARHGAP26 EYA1 LIX1 NREP CHST8 CNPPD1 SEZ6 GPRC5C SLC37A4 RPA3 RPA2 C2orf15 ARPP21 MPPED2 POU2F1 TGM3 SLC39A6 PLPP1 YES1 PIK3R3 TGM6 PLPP3 APLF GEN1 NOTCH2NLA RFTN2 MAP1B C1orf87 VWF TTC39C SULF2 DPY19L3 CDAN1 MED24 SULF1 BMPR1B ACTR10 DLC1 VWA7 STARD13 SLC9A5 LTBP3 ACBD5 CITED2 PGR ELP2 ERO1B PPP1R1B CLK2 FAP PHTF2 MAP2K7 BHLHE41 ADAM9 PHOX2B ARHGEF38 TYRO3 CNTLN ANKS1B NOL4L FRA10AC1 SSPN PTPRO PITPNM2 MSX1 ZBTB18 SPAG5 MIR9-1HG OSER1 FCHSD1 AGAP3 LY6G6E ACADSB ERBB4 ACP6 DAAM2 HESX1 EGFLAM HNF1A CDC42EP3 PCNX1 NIM1K PPFIBP1 KLF14 LINC00314 KCNK2 JHY PCDH18 SHOX2 SYNE2 PENK DNASE2B RWDD3 MARCKS PRR34 TLL1 SOBP ZNF488 LINC01164 WHRN AP1S2 XYLT2 TBC1D20 KMT5C SERTAD4 ZBTB20 ARFGAP2 SRPK2 ARHGEF2 ARHGEF7 TMEM67 TLE4 OTUD7B PJA1 C22orf31 GNB2 GNAS RAPGEFL1 KCNH5 SGMS2 ZBTB9 GPR65 PCDHB15 PCSK2 TMCC1 PPP2CA PDE1A GBX2 RASA2 FLRT3 CAPN7 HAPLN1 PAK1IP1 PDZRN4 KRT25 ELAVL2 ELAVL4 LYSMD2 CLRN1 KCP HTR2C SLITRK2 FOXN3 MAP3K20 AP1G1 ATP6AP2 SLC7A9 ZIC1 RBFOX2 PRKAR2A DAB1 UNC5B PGRMC1 AAK1 ZFAND6 PITPNC1 KRT222 TMPRSS11D TMEM169 SIX3 ALPK2 CDO1 DLL4 SIX1 COL1A1 STX7 RHBDL3 CCNG1 SESN2 CCNG2 RCAN1 LPAR4 GPR22 TUBB KRT32 ZEB2 OVOL1 OTOP3 IMMP1L ZNF423 XPOT CPA5 AFF3 ARID3B NEUROG1 CACNA2D3 LOXHD1 PDE7A ZIC4 NDST4 DEDD FEV SLC5A12 GPC2 GPC3 KRTAP11-1 GGNBP2 RASL10B NFIL3 CCDC149 RAX CCDC9B TRPM8 OTX2 PIP4K2B MBNL1 ESR2 PURA FAM53C PPM1E GPR15 VPS45 GAP43 IRX4 HCRT ADAMTS17 IRX6 IRX5 LCOR ADAMTS13 IRX2 NDP TAC1 ATP5MC2 DCN NFYA ATP5MC1 NAALADL2 CDH6 MSX2 FTHL17 CHD2 ADAMTS10 FEZF2 DCX GNAO1 CEP120 INKA2 CREB5 DACH1 COL4A5 RASL11B FZD10 INVS ACE2 SH3BGRL2 PDC FEZ2 ITGB3BP CGA EFNA1 U2AF2 PTPN21 PDLIM1 LEMD1 AQP3 ALKBH5 SRSF7 BDNF STAC H2AZ1 RARB MUC15 FAM71F1 PITX1 CHRNA2 PITX2 SUCLG2 PRPF38B TBR1 AP5M1 CGN HTR7 PDGFRA STC1 LAMC1 ADD3 PXDC1 FIP1L1 FIZ1 HOXA11 MED12L ITGA10 MYT1 POMC TMIGD1 ITGBL1 TXLNG LAMB1 IL1RAPL1 NKX2-2 BMP4 BMP1 OSBPL8 SMAD6 OARD1 EN1 PMF1 SMAD1 NKX6-1 NOTCH2 CBLB SFRP1 PRODH2 C5orf38 MITF SORBS2 CALN1 HHIP COL11A2 NR2F1 KCNMA1 ADAM11 GSE1 POGZ INPPL1 FLOT1 FUNDC1 LGALS12 CYYR1 GTF2B YPEL4 CKM PRMT5 TBX19 TMEM94 CLDN17 CRYBG2 IKZF5 SFN CYLD LRRC57 TBX6 CYTH3 FZD2 ITPR3 FZD7 STAT3 EXOC5 RBFOX1 NEUROD1 C1orf122 BAMBI PBX2 OPN3 FGF19 THRA RNF39 WNT3A RIPK4 TAAR5 ANKRD1 KLHL4 PECR HOXC4 TFAP2D WDPCP DSCAM ARNTL SOCS5 BASP1 CDKL5 STK3 SLITRK1 SLITRK3 SLITRK5 WNT5A ZRSR2 MYL1 ONECUT2 HDGF SOX5 DSCAML1 PAQR9 HOXA2 HOXA4 HOXA5 PPP1R16A TMSB4XP6 ENTPD1 TMSB4XP8 LRFN5 TMSB4XP2 TMSB4XP4 DIXDC1 TMSB4XP1 KRTAP8-1 CMTR2 BEST3 UBR3 HOXB4 PSMC6 LURAP1L HOXB7 NCKAP5 KCTD15 WIF1 GARRE1 TAFA1 HABP2 KIF2B KDM6A PRRX1 ASPHD1 PSD3 JADE1 ARHGAP6 SLN OLFM4 SIAH3 PTH1R SLCO5A1 PPP1R14C PRL NKX2-1 KLK13 ELP4 NOL4 ZC3H7A MPP5 LDB2 GJD2 CAB39 UBE2E4P NRL NPVF TMEM182 SUPT3H TBC1D21 CNN3 RTN4RL1 CALD1 CTNND2 CTNND1 ZFHX4 NFIX ARHGEF10L NPAS2 CDYL RGS12 POU3F4 ERG TP63 GRHL3 ANXA10 KCNN3 SLC6A5 SP6 PPP1R13B SP7 SP8 LIPC TTAYRTAA_E4BP4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTAYRTAA_E4BP4_01 STARD13 SIDT1 LINC00671 IL6ST LAMP5 UTRN FST SYT6 PRKG1 DCAKD SERPINE2 PELI2 MAP2K6 MIR22HG CRTAC1 ZHX2 MECP2 BSN PREX2 PRDM8 NRSN1 TMEM185A AC141586.1 TSC22D1 SH3GL2 CLCN1 DENND4A GRHL1 MED12L KCNJ1 OTP NECTIN1 A1CF ARG2 DMD LHX6 FBXO3 IL1RAPL1 MOCS3 AKTIP MACO1 OSBPL6 MAP2K3 TREX1 DDX5 FNBP1 PRRG3 ARHGAP44 ATP2A3 RGS6 H3-3A SECISBP2L ANGPTL7 JPH3 GNPNAT1 PPARG EIF2A MCTP1 KCNIP4 KCNJ13 AP1S2 ZFYVE9 SLC24A2 WDR47 AMY2A RAP2B POGZ ZDHHC5 H1-5 SLC22A8 ADNP ARRDC3 KLF9 ZDHHC14 ATXN1 G6PC SERP1 CAPS MIOX RAB3C FUT9 ZBTB7A ABHD8 USP2 EPHX4 ZBTB9 PPFIA1 IKZF2 MKNK2 RCC2 SEC14L3 PCSK2 CYLD SUMO1 TMCC1 NR1D1 GPM6A LRRTM3 DAGLA BCL11A PER2 SPATA2 BCL6 TAGLN3 PRKAA2 ETV5 ETV4 WNT8B TBX6 GPBP1 NOS1 COL15A1 DGKI ELAVL4 ASIC2 YWHAG CNTF CFAP161 LARGE1 CSNK1E DPM1 PGK1 C1orf122 NEUROD6 ASIC5 ZNF572 CALM1 TOB1 STK31 WNK2 SKIDA1 FGF14 LMO4 STK35 ENAM TNFSF13 ENPEP RBFOX2 RGL1 KMT2E CHIC2 CTDSP2 SPRED1 UNC5C ELOVL6 LGALSL NEGR1 ANKRD40 SH2B3 IGSF9B ARID1B SPA17 YTHDF3 WEE1 WDR81 PTHLH GABRR2 EP300 CDKL1 NAA60 CADM1 TFAP2B AHNAK MSRB3 TFEB ZNF638 CX3CL1 ARNT OAZ3 FBXW7 HOXA4 ALB MID1IP1 HECTD2 TFDP2 RHOBTB2 ASF1A FKRP DNAJA2 NYX GABARAPL2 LARP7 HERPUD1 MCTP2 EPB41 AK3 NMT2 NMT1 PRICKLE1 SYT14 HIVEP3 CREBRF CIART MYLK NDST3 PRKAG1 CLSTN1 TNS2 SPRY4 NTN5 TRIM8 RASL10B YRDC NFIL3 TSC22D3 IMPDH1 IP6K2 ERGIC1 RABL6 IRAK1 MPP2 CYCS MPP5 CDK8 MPP6 PIP4K2B MBNL2 UBE2H IRF2BP1 PDP1 PURA EYA1 ADRB2 NREP NAPEPLD JMJD1C INPP4A PRNP TSPAN7 ZBTB14 FAIM2 EPN2 LINC00472 CEP95 FRY SIAE CLVS1 IL34 ALDH3A1 C1QTNF7 ALDH1A1 UBR5 NPTX1 HRH3 HAND1 NPTX2 FAM76A LONRF3 HS6ST2 PIK3R3 ING1 CRIM1 CD40LG ERF ANO1 BMT2 LGSN SMAP2 CREB5 DPYSL2 SLC35C2 KIAA1549L SULF1 NIPBL RSKR TMEM126B ID4 RNF145 GTGACGY_E4F1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GTGACGY_E4F1_Q6 RPL18 RFT1 LTBP1 XRCC2 SLC9A5 RUSC1 PHF20 RCE1 OGDH SART3 PAN2 IRF2BPL CUL5 FAU DHX36 GNG4 INTS12 STAG1 BHLHE40 RUNDC3A WNT10A PDPR TMEFF1 CTC1 LDAH BRAF ANKS1A IFT57 LRRC59 GEM CEP55 KAT5 BCL2L11 PITPNM1 SSTR2 SSTR3 MAPK6 DHX29 ARMCX6 SPAG4 NCAPH CCDC148 YME1L1 TRAPPC1 WFDC3 CYP51A1 NDUFA13 PICK1 DBF4 RAB7A ATP6V0C SULT4A1 PPP1R3D ARIH1 GLYR1 TMEM86A ARG2 GIGYF2 DIABLO TRA2B TNKS PSENEN SPHK2 MAOA PCDH10 PCNP TFCP2 TSC22D2 ZNF524 SYNGR3 NOLC1 ARHGAP44 PKP4 RAB2A ARF4 GK RERE NEURL1 TSG101 SYNJ1 PNMA6A UFC1 NAP1L2 KISS1 MAP1LC3A SRPRA KDM2A NAT14 ZBTB20 MASTL SUCO KDELR1 ZNF644 KDELR3 KDELR2 PEPD TLE3 ADNP FOSB ATL1 NDUFA10 TSSK6 COQ10A CIAO1 TAF11 KLF9 PFDN2 TAF10 GNB2 RPL41 CCND2 GNB1 NAB2 GNAS TNFSF12-TNFSF13 RASD1 TMEM59L PTOV1 ZBTB7A EVA1C HK2 CCDC186 ZNF367 NUFIP1 ZNF687 PCSK2 COPS2 CCT6B LRRTM1 PER1 NDUFA4L2 VMP1 FOXD3 SOAT1 ENDOV HAPLN1 IL6 SELENOK PPP1R11 PPP1R10 SAMD10 ZNF23 RLF DUSP5 DUSP4 TFRC DUSP1 WDR48 PTP4A1 POLDIP3 LRP8 DCAF11 SARAF SSR4 ZMYND15 SIK1 ATP6AP2 TNFSF12 TCEAL1 TGFB2 LGR5 PRKAR2A IDH3G RNF141 ANK2 ELOVL5 DNAJC9 FBXO28 SMARCD1 CTDSP1 S1PR2 SLC66A2 YIPF6 NMNAT2 GLOD4 RELA RELB PKIB ZNF711 IL22 JUNB SLC34A3 ZNF516-DT RASGRF1 CEP57 SMARCA5 VAMP2 DNTTIP1 UBA52 ARFGEF1 TNFAIP1 MIEN1 PBRM1 KYAT1 KCNA2 DRD4 BEX1 SPINK5 KCNA6 SKP1 C1orf43 AKIRIN1 ATF1 NR2C1 RCAN1 GMPPB DDX3X H4C1 ZEB2 JUND DDX3Y NOC4L DNAJA1 H4C5 PPIL4 GRPR DNAJA4 H4C8 GNL2 PHACTR3 MYO1E FOXA1 MRC2 NR4A2 DOCK9 NTN4 NR4A1 SLC6A15 C6orf223 NR4A3 PLK4 CDKN1A DSG2 PLK2 PDE7A CXCL16 GTF2F1 NDUFV1 KNL1 PNRC1 LMTK2 H3C1 DDX50 ADPGK DNAJB4 IKBKB TMEM165 METTL25 DDX51 CLDN7 SEC24B MAST1 E2F5 CDC14B CLSTN3 CLDN3 CLDN6 BAP1 CTCF CXADR PTMA C1orf35 PEX11G THADA HMOX2 GTF2A1 OSR1 GRWD1 GPC6 ZCCHC9 HDX ARL2 TFIP11 NMRAL1 PPP2R1A SSBP3 KIF17 ZFY STXBP3 MBNL1 PCDH7 ZFR PDP1 PRPF4 SERINC1 PURB HOXC10 ATP6V1A DNAJC27 ADRB2 KIF1B CYB5D2 AAMP CCDC59 UBB SEZ6L2 TSPAN7 FHOD1 PPP2R2A VIP YTHDC1 BTAF1 DPF3 NUP98 IRX6 FKBP7 CABP1 PPM1A TSPYL5 UBR5 PRDM13 ANXA7 ODF2 PAFAH1B1 LETM2 GTF3C1 CHD5 TERF2 EHD4 MAF R3HCC1L FLT1 MARCHF6 HS3ST3A1 GSTCD FLT3 CREB1 NF1 BCS1L VPS37B COL4A6 XPNPEP1 COL4A5 RPL13A ID1 RRNAD1 GGA1 PTGES3 RAD51C PNMA3 HM13 CDX2 DST DCUN1D4 HTN1 PDLIM3 PTPN23 MTHFD1L CD2AP ALKBH5 SRSF5 CRY2 NT5C3A BEX3 ATAT1 PITX2 MIR22HG EMSY POLB DCTN3 SRSF1 PPARGC1A DEPDC4 RFC4 MTF1 PIAS4 RAB18 STT3A MLLT10 MRPL49 CHGB FBXL2 RBP5 PDXDC1 ZC3H10 FIZ1 CRELD1 FDX1 TMEM187 NEK1 CMSS1 CDK2AP2 TAGLN2 NR1H2 LHX5 IL1RAPL2 AMD1 SLC31A1 HNRNPH1 NKX2-2 FBXO8 NKX2-3 LCMT1 PDZD7 MMGT1 PDZD8 BECN1 LCMT2 ATG5 EN2 U2AF1L4 MCAM CDC26 TAX1BP1 EPHA2 DDX6 RNF7 RNF5 DMTF1 NTRK2 SLC25A37 EVX1 RAB5C ITFG2 ERLIN1 TBX20 CCNT1 NFKB2 ISG20L2 EIF1 ANKRD17 TCEAL9 SLC25A3 SEMA3B ATP6V0D1 GOLGA5 VCPKMT AGPAT1 CCN1 MRM3 SGF29 GOLGA2 ZCCHC24 ADAM10 CCNI TLNRD1 SRGN SF1 ARTN RBBP7 RBBP6 RBBP8 SENP2 SENP3 TRAP1 GRM3 DACT1 ILRUN MPZL3 MAP3K10 ORMDL3 MAP3K13 ENKUR PPP6C RAB3A USP8 SLC25A40 RPRD1A USP2 ZBTB11 TMEM263 SLC39A13 EDEM1 PFAS MLF2 GALK2 TMEM243 LINC00649 TMEM9B CSDE1 SUMO1 XBP1 BCL11B BCL11A RUSC1-AS1 SPATA2 SPATA7 GPBP1 NOS1 TBX5 IPO11 STAT3 BOD1L2 YWHAG TEX14 BLVRB ORAI3 HERPUD2 SEC22A NUBPL NEUROD2 RBM18 ABCC1 GSKIP C1orf122 NEUROD6 CALM2 TP53INP2 PTRH2 THRA NIT1 SKIDA1 SLC6A4 MORF4L2 CASK EIF5A RIPK4 UBQLN2 CBX8 TBC1D23 GDNF KLHL1 FOXRED1 KLHL7 ZNF184 SLC25A25 CMTR1 RBMS2 TPT1 PHOSPHO1 PRKACA PRKACB KAT7 GNL1 SCAMP5 SMIM14 CA10 CHMP1B PCIF1 C2orf49 SECISBP2 KIAA0825 NUP42 ERC1 ELL2 CARF WDR81 TNKS2 ISCU NDEL1 TMEM127 LAYN MRPS18B CHPF CEP44 MYNN STX5 TRIM39 MYL6 SLC38A2 CCDC130 GRB2 ADNP2 NINJ1 FAM217B ST8SIA4 PAQR9 ENSA AFF4 RIOK1 CYSTM1 HOXA1 GPALPP1 UBE2D3 HOXA3 PRR3 ELK4 ENTPD4 GGT7 RLIM HOXA9 RHOBTB1 SLC30A5 JOSD1 MSANTD2 MAFF CSTF3 IFT20 SPTBN4 TOMM40 BRCA2 MRRF PSMB8 SALL1 SPATA2L THNSL1 WDR1 TAFA1 GLI1 TRMT61B PHF8 MTREX PHF7 C6orf62 SGIP1 OSBP TSHZ2 TACR1 NR6A1 PRPF6 ZZEF1 ASPHD1 JADE1 KCNQ5 PAK2 UBR4 PAK3 YRDC RANBP2 TSC22D3 PLEKHH3 FAM50A FAM76B CTIF CHUK PHC1 EGR1 SOX10 EGR3 NOL4 EGR2 SRRM4 CALY EGR4 HMBS RING1 G3BP2 ADIPOR1 PLPBP GJD2 UBE2H CAAP1 UMPS KLHL12 PSME3 NRK CNPPD1 ZADH2 PNKD PPP1R15A SMS ZNF830 ING4 C11orf72 MINK1 GPR3 TRIB1 NDUFB2 RETREG2 SETX NTMT1 CAGE1 PLCD3 C11orf1 SCG2 STAMBP NAA50 DLST ERF B3GALT2 ZER1 CNTROB QRICH1 WSB1 PHLPP1 RNF44 ARL4D SLC18A2 CRH C11orf87 RNF40 SCGGAAGY_ELK1_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/SCGGAAGY_ELK1_02 MEF2B ABCA1 KRR1 HNRNPD VPS52 RPLP2 DCAF1 WTAP CCDC25 SART1 ZNF653 MAP3K6 DCAKD TAF5L CUL7 DHX37 BTBD1 KANSL3 DHX36 ZNF394 DHX30 STAG2 STAG1 MCRS1 LDAH ANKS1A KDM5A ATP13A1 MARK3 MARK2 CXorf56 UNC13D PHLDB3 CIP2A BACE1 ZNF384 CHORDC1 MCTS1 KIF4A ARMC7 PHF20L1 RAD23A NFKBIB MTX2 PABPC4 ZBTB41 CWC25 BCL2L1 MYO19 XAB2 ZNF512 PICK1 ZNF513 RAB7A FOXH1 TPGS1 ALKBH1 CLASRP LYL1 MTCP1 PABPC1 NTHL1 DHX57 IL17RA DHX8 PAIP2 CELF1 SDR42E1 ATR SEPTIN10 USF1 CHID1 ATM GART LASP1 MLYCD ARF3 RAB2A GK MTFR1L DHX40 CEP41 THG1L IQCH TAF1B DCTN5 AP2S1 TCOF1 EDRF1 SOWAHC SRPRA USP16 PFDN6 RAP2C MRPL3 MTERF1 ADNP TP53 SLC52A2 TTF1 DGUOK DYNLT2 WAS TEFM KLHDC3 TAF11 GAPDH TAF10 ZBTB8OS TENT2 FANCD2 BNIP2 EIF4A1 MINDY2 NUP107 EFL1 ZNF48 PDE12 MCMBP CBLL1 SF3B4 AK4 SF3B3 TRIM11 MTMR2 SF3B1 ZKSCAN7 RNF185 STK40 MPDU1 NPAT DHX15 MTMR9 SYNRG PARL USP32 MTMR4 ENDOV PPHLN1 CSNK2B ANKHD1 SF3A1 TRAPPC10 SF3A3 NRAS SPINDOC CSNK1E CFAP36 POLDIP2 OGG1 YKT6 SRP14 NCBP1 ZNF580 FASTKD5 C16orf71 LINC01138 EMC3 WDR93 RPS27L SRP19 LZTFL1 CTNNBL1 ZSCAN12 SND1 DNAJC7 AZI2 TRMT112 EIF3H FBXO22 FRS2 DNAJC1 FMR1 STIM1 NRDC YTHDF2 CSTF2T YTHDF3 EVC2 LLPH EP300 VCPIP1 TFAP2C DNTTIP1 HSP90B1 TTC25 USB1 ARFGAP1 MIEN1 LAS1L TMEM208 CPSF7 EDC4 PPIL1 PPIL2 ARPC4 UBE2V2 MAPKAPK2 MEIS1 CXXC1 RABGGTA FBXW9 ANAPC15 MEIS2 CSAD ARPC2 DNAJA1 PPIL3 ZNF800 SDF2 GNL2 SSU72 RAB8A KRIT1 FIBP TRMT6 ADAMTSL5 FBXO38 ATP7A APEH NMT1 UBLCP1 MEA1 OTUB1 CCDC47 PRAC1 RPL37A DNAJB1 FBXO33 FBXO36 DNAJB5 CNPY3 IER2 CLDN7 TNRC6A E2F4 METTL6 CLDN5 LSR UTP3 WARS1 PKN3 GRWD1 ZCCHC9 SNTB2 LRRFIP2 VPS16 PIH1D2 ZCCHC7 CYB5R4 TUBGCP4 SSBP1 YIPF1 TBCE STXBP2 SLC7A10 ARL5B TIMM23 PMM2 PRRC2C CYB5D2 UQCRH SHKBP1 TBCC KDM3B MAPRE1 SNX12 EPN1 ROM1 KDF1 CEP95 SLC35A5 TIMM10 SLC35B3 METTL5 RNF121 GTF3C2 GTF3C1 KDM4D HIKESHI FKBPL EHD4 VPS18 DPH2 CBL EDEM3 BAD SLC35C2 PEX11A CWC15 BABAM1 CTTNBP2NL ID3 TM2D1 DZIP3 PUF60 BCDIN3D HIRA WDR73 MORN2 LIN28A RAB24 ZFAND3 C17orf80 MRM1 F11R ANAPC4 AP4M1 TAOK2 UBR1 DCUN1D3 VEGFB MTF1 LRRC29 ATP2C1 FBXL8 CXCR5 HARS1 BIN3 FBXL6 ESCO1 ALDOA CLCN2 SPSB2 IFI30 BANF1 CALU ACAD11 NR1H2 MINDY3 PPAN STX12 VRK3 UBE2Z FBXO3 SLC31A1 STX10 FBXO8 GPR155 AKTIP DDX1 ATG5 FDXR ZKSCAN5 DDX5 YIPF5 RPF1 CCT7 SAP130 ATP2A2 TCTA RNF2 TGS1 DLX4 SUPT16H GOSR2 ZSCAN29 TTC23 JPH4 EVX1 ZFP3 PHKB RAB5C CPEB4 RFXANK HSPH1 HIF1AN SEMA3F GON4L FANCF CAP1 VPS13B ATP5ME COX17 AGPAT2 GOLGA3 COX15 RBBP5 RBBP4 TMEM138 TYMP UFD1 PCDH11Y PCDH11X RAB4B UBA5 APTX TIE1 RBBP6 CFL1P1 SIGIRR TMEM191A WDR74 MPZL3 TGDS RAB5A MTAP PLA2G6 SEMA4A MAP3K11 ZFP64 FUT8 ZBTB11 STX4 CETN3 UHMK1 SHLD1 ZNF646 NECAP2 TMUB1 PSME3IP1 CYB561D2 PEX16 PARP11 GFUS MLLT6 AGL BCKDHA GDE1 YWHAB CCP110 YWHAE GJB1 RMND5B COG3 COG4 SZT2 EML3 ZNF322 COG7 HERPUD2 ATP5F1A WDR83 PTRH2 MKRN1 VTA1 EIF5A PRPF19 MINDY1 COX5B KTI12 MKRN4P AIP TRIM46 SLC25A20 WNT1 ZNF184 RABGEF1 AMZ2 GTSF1 PRKACB ERI1 PPP4C KAT7 CUTC ZNF180 CFAP57 YEATS2 CNST CARS1 ENOX2 C6orf47 ZC3H13 C2orf49 PRKAB1 TRIM41 NUDT22 LYPLA2 TMEM101 COX6B1 CARF TNKS2 ZKSCAN8 ANKS3 ASB8 SEC11A PARPBP CHPF MRPS18A PARS2 RSPRY1 ASB1 CEP44 TRIM39 ASB6 EEF1B2 BLM GRB2 DIAPH1 KNCN MRPS10 KATNB1 SNX1 COPS7A COPS7B NEDD8 LMAN2 TMX1 MMUT MTPN TRO SETDB1 COX8A KMT5A MRPS21 KCTD5 CYB561A3 CORO1C UBE2E3 NEDD1 SLC25A14 PPIG TOMM70 RRS1 DNMT1 PDCD6 CCNDBP1 SLC25A17 METAP2 PRKAG1 PRKAG2 PRADC1 FAM210A CREBZF ZZEF1 C18orf21 SDHAF2 PHC3 KLHL35 SEPTIN9 UBR4 LTV1 PCBP1 PCBP2 YRDC POU4F2 DBR1 SHC1 SRD5A1 BUD31 CHUK EFTUD2 R3HDM1 SPATA17 TTI2 LEF1 KRTCAP2 EIF3L C6orf89 UBE2N EML2 MFN1 PGAM5 PANK3 INTS3 C2orf27A ITGB1BP1 CCDC28A LEPROT MDM4 COMMD6 COPE NKIRAS2 COMMD5 MORC3 SMARCAD1 CKS1B HAT1 ATG16L1 SLC35F6 ERCC6 DNAI1 SLC39A9 ZNHIT2 EMG1 EIF2AK1 MRPL49 SLC39A7 SLC39A6 CDK13 GFI1 ERCC3 DNAI4 GEN1 ERCC1 SCO1 DLST UBE4A MAP1B SIRT6 NUP155 SIRT2 UBL5 SIRT3 WEE2-AS1 RPAP1 GSPT1 DR1 GNL3L MED30 IRF2 MAPK8IP3 SEC13 HCCS XRCC4 SLC9A8 RPL19 SIDT1 UBE2F STRN STOML2 SPICE1 ACBD5 ELP2 IQCK PHTF1 LSM5 GIT2 LSM4 TIGD4 RPL11 TLK1 TIGD6 C9orf40 KXD1 CDCA3 YARS1 TENT5A RXRB ITFG1 SKP2 HMG20A CDC123 TMEM186 MAGED2 CEP55 KAT5 NME7 DCDC1 UXT SPAG8 RPS18 INO80 RPS14 EIF2S1 TRAPPC4 EIF3M YME1L1 TRAPPC1 WFDC2 WFDC3 AAGAB FAM219A GNAI3 ZNF79 PUS1 PYROXD1 EXOC3L1 WDR55 ACP2 NAGK MTIF2 RPS25 ZNF112 DIABLO ZNF70 SEC23IP NECAP1 NUDC TCF7 JAGN1 WDR46 EME1 TMEM68 TFCP2 RPS6 C3orf38 RPS5 ZSCAN25 ZNF585A ZNF585B TWNK RPE UBA2 LYRM1 RWDD2A NUTF2 IPPK FAM120A DPP3 LTN1 LEPROTL1 SYNJ1 TRMT10A UFC1 TRMT10B CCDC71 STPG2 C22orf23 LZIC KLHL18 AP1S2 GRIPAP1 WASHC4 SPG21 TMEM59 DPP8 MASTL WDR35 KCNT2 DYNC2I2 COQ8B TXNDC12 SERTAD1 STX6 CSGALNACT2 CLN3 NKAPD1 ACO2 CLMN ARHGEF7 ZDHHC5 CNOT10 EXOSC5 TPX2 EXOSC3 LRRC28 MON1B CIAO1 CCND2 RALGAPB SLC38A10 TCEANC2 TUFM GPATCH2 ZBTB9 ZNF35 RPL37 ITM2C ZNF687 ZSCAN20 GALNT10 CDC45 RPL32 RPL31 CLEC18C TTPAL PER2 RAB11B TBC1D5 PER1 LIMD1 VMP1 CEP164 VPS53 CFAP298 ZRANB2 TTC14 CES2 PPP1R11 ZNF24 RPL26 RPL27 SAMD10 ELAVL2 ZNF22 ZNF23 TMEM167A RPS6KA3 TADA3 WDR48 C12orf66 UBA1 ZPR1 DPM1 TMCO1 ZBTB3 PHF5A EEFSEC RBM45 RNMT GMPR2 CHERP XPO5 UNC50 CNOT3 TBP ENTHD1 JAG1 EBNA1BP2 AAK1 RRAS HIRIP3 DDOST CCDC103 NMNAT2 RNF168 MTA2 NUDT6 NUDT5 HDAC10 RPS6KC1 EIF1AD MFSD5 DDIT3 ANKHD1-EIF4EBP3 TNK2 MAD2L1BP NAA60 PDE5A HSPB2 BMP2K GPANK1 BAG6 NMNAT1 DDX39B LRATD2 KYAT1 DCAF10 FAM200A SIPA1 TRPT1 VPS26C CTPS2 WDR83OS EXTL2 MFSD9 DDX47 UGGT1 AKT1S1 DDX49 UGGT2 RPL6 PCYT1A TRAF7 SEC61A1 DDX42 PPP1R21 INO80E CRB3 SLIRP THUMPD3 HSP90AB1 SHANK2 TRADD NOSIP PLK4 B3GAT3 DDX55 EAF1 TSC2 DDX50 CTR9 PPP1R35 ZNF410 C19orf47 ARID4A LEPR PEX6 PRDX5 RHOQ RPS19BP1 SRBD1 RPS3 ZCRB1 GTF2A1 RPS3A OPN1LW ZFYVE16 LIMD2 GTF2A2 RHOA LOXL4 PROSER1 ZNF408 USPL1 SEC24C NDUFS1 PIP4K2A ATP6V1H ATP6V1D PURB ZFYVE27 WRAP53 IPO4 PPME1 POMP ACVR2A NUDT21 CPSF3 HYPK IRX3 BTAF1 PHB2 PGS1 AP1M1 ZNF655 FAM120AOS KIF9 FAM174A SMUG1 TMEM199 UFM1 ZNF668 ODF2 HSPA4 PAFAH1B2 KLHL17 ZNF22-AS1 PLP2 R3HCC1L SLC12A2 NF1 POLR2M AOPEP ITPA SCFD1 INVS SCFD2 PRELID1 NIPBL GGA1 C1orf210 MRPL40 SLC36A1 CENPO ALAD NSUN2 CDX2 B3GALT6 ATP1B2 SYT5 B3GALT4 U2AF2 SNIP1 PTPN23 PDLIM1 SEPTIN7 PALB2 FUZ ULK4 MTMR14 GPN2 SRSF6 SRSF4 INSIG2 SFSWAP RAVER1 SRSF9 CENPQ NUP37 EIF2B2 SUPT5H CHRNA1 MRPL33 PITX2 LRRC41 POLL MRPL52 DAB2IP RRP36 BRCC3 ZBTB43 NUDT12 POLH SHQ1 RNF181 BRME1 POLA1 GCC2 DPCD ERI2 AP5M1 DCLRE1C MGAT2 PGM3 RFC4 DNAAF2 RFC2 EFNA5 MRPL43 SUPT6H TDRD3 TMEM187 PDLIM5 AKAP10 CDC37 MLEC CHMP2A INO80B TSPAN31 HNRNPLL DNAJC24 HNRNPH1 SRP54 MOCS3 BECN1 ANKMY2 ARFIP2 EN1 ARFIP1 TAX1BP1 PYM1 SEC31A COX6A1 C15orf39 NIF3L1 NARS1 AP1B1 COPS3 PPP2R3C SUSD1 MYL6B EAPP WASF2 CCNT1 UVRAG TRMT1 RNGTT ANKRD17 ACTR2 BLZF1 DNAJC14 ACTR6 TIMM10B VAC14 SLC25A1 MIER1 PCGF1 AP3B1 SLC25A4 GSE1 POGZ SLC25A5 HERC4 POLR1C USE1 MED8 FAM104A TOMM20 MOSPD3 TOMM22 YIPF3 PMPCB POLR2H POLR2F BCAT2 ADPRM USP3 POLR2K USP5 NFS1 TPI1P2 NDUFAF3 PDAP1 NXT2 SUGP1 SUMO1 CD2BP2 DAGLA RB1CC1 FCF1 GPATCH2L ABCD4 AATF HBP1 SPATA5 C14orf119 RBM22 TBX6 ING2 NAA20 POLR3H NASP SNF8 PRPF18 POLR3D EXOC5 PSMD13 PSMD12 MRPL27 RBM19 GSKIP C1orf122 GRPEL2 NPRL2 CBX8 REXO5 TRMO STARD3 FOXRED1 TBC1D17 CGGBP1 TBC1D13 SPRED2 TFB2M MED15 SAR1A ACIN1 RPL36AL SCAMP2 PITPNA CLINT1 KIAA0825 AURKA TIPRL STK4 PTHLH RFESD MAP4K3 LRP10 TMEM127 PSMA6 PSMA5 TIMMDC1 TBC1D22A PSMA4 SNRPB DCP1A SNRPE RNF20 CCDC171 MCL1 CCDC130 MAP4K2 SNRNP27 CCDC85B ELK3 FNDC8 TSTD2 PSMB7 PSMB1 GMIP GAR1 ELK4 MYG1 GGT7 ENTPD8 PCED1A CLASP1 RAD51D THAP10 ATF6B THAP11 SLC30A7 RNF13 MSANTD2 GABARAPL2 CSTF3 WRAP73 PTPN2 TOMM40 RNPS1 SUGT1 ATAD1 CMTR2 PSMC4 PSMC2 PSMC1 OVCA2 PHF23 WDR1 PTPN1 KCTD13 CSTF1 TMBIM4 URM1 CPT2 CCZ1B RBCK1 ZSWIM8 HPS3 KDM6A HPS1 PRPF6 NIFK TMEM62 BZW2 JADE1 MCM8 NOC2L MCM7 SPTY2D1 PEX2 MAPKAP1 ARHGAP1 ACYP1 PIGC RRP15 ATP8B4 TM9SF1 EGR1 RSU1 EGR2 GLE1 PIGW PARP8 NOL7 RING1 PIGT CAAP1 INIP PIGO SMC6 SMU1 TMEM230 CTSK HARS2 ATXN10 C1QBP C12orf57 PSME3 NOP53 ING4 SLC25A38 TPM3 DDHD1 UBXN1 SH3GLB2 TMEM33 PDZD11 C2orf42 RCSD1 CCDC174 TNPO3 ACTB JOSD2 LRRC49 ERH NOL12 ZER1 CNTROB SMAP2 MED14 TMEM222 RTF2 SON AREL1 ROMO1 EMC4 CIAO2B RNF41 TGACCTY_ERR1_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGACCTY_ERR1_Q2 MEF2C RND3 ALPG OXA1L CCSER2 SART3 WTAP PLEC USP51 APP EPC2 CDH20 DIRAS1 PDIA3 KLK3 BTBD3 DCUN1D1 DHX35 CDH24 OSGIN1 ADGRL1 TMEM161B CRTAM TMEFF1 KIF5B BRAF CYP1A1 RREB1 KIF5A LINC00487 LIFR AC141586.1 F2 ZNF768 SH3GL2 MT-CO1 PPP2R3A MTX2 CACNB2 ARF6 CHCHD4 TMEM43 ARX PFN1 SLC29A2 ST3GAL5 FH ASXL2 ESRRA NTF3 ESRRB ASXL1 CLUH LINC01089 ESRRG PRPSAP1 VDAC2 TSC22D2 KCNQ1DN RGS3 ARF3 CDC42BPA RGS7 C19orf18 GK NEURL1 GFAP FGF7 ELF3 ZNF532 FGF9 ELF4 BNIP3 YBX2 AUH MECOM HHATL STAC2 SNPH AMY2A MRPL2 SDK1 CLIC1 ZNF143 ARHGEF12 GAPDH ZNF296 DOK4 CLIC4 FANCD2 EEF1G SORT1 DLK2 USP25 CSF2 ABHD8 SLC25A34 NNAT ABHD3 IFFO1 CIPC SF3B4 CCDC69 AMPH LRRTM3 SERPINC1 PPP3CC USP37 NDUFA4L2 MPC2 PDHX FOXD3 USP31 CSRNP3 CS MYF5 RTP3 NTNG2 VEZF1 ASIC1 MEF2D SDHB CDH13 NRSN2 DUSP3 CNTF CDH16 LYG2 NRAP TFRC BNC2 SDHD RAB22A JADE2 LRP5 GNA13 LARP4 IL17A LMO3 GRIK3 MLX EMC3 PRKCSH IL11 PACSIN1 CSNK2A1 FBXO24 MTUS1 SUN5 PLCXD2 GABPA STIM1 YTHDF2 RPH3A YTHDF3 CDIN1 NKX6-3 FBH1 SNTG1 SMARCA5 RNF139 NFE2L1 STMN1 VAMP2 SMARCA1 VAMP1 PIEZO1 FGD2 ME3 HIGD1A ADAMTSL3 GLUD1 TFEB CXXC5 NR2C2 RABGGTB NR2C1 SLCO2A1 MEIS2 TSSK3 H4C3 TSPAN12 AP2M1 DNAJA2 RILP KRIT1 PHACTR3 FOXA1 ADAMTSL5 ATF6 DNAJB8 DNASE1 ATP5MD CDKN1A ATF3 SMARCC2 FBXO30 FABP3 ABL1 CIART NXPH4 CLDN4 CYC1 OGDHL PAX6 HP SPRY4 RNF19B OSR2 PAX7 TMEM196 AIFM3 NRG1 EPN3 CNTN6 DDB1 CCBE1 PCDH7 TIMM23 KANK4 HOXC10 KIF1C HOXC13 FAM122C CAPN12 UQCRH CNTN2 SLC41A1 CTDSPL2 MCC CNTN4 JMJD1C MAPRE1 CA2 TSPAN7 RBM4B OAT UGP2 CASQ2 MLST8 PIPOX PMEPA1 TPPP3 SRCIN1 LINC01101 HRH3 SMOC1 NAE1 RNF121 SCN5A SCNN1A WDFY3 CEBPB C1orf21 MAL ID3 ADGRA2 DCUN1D4 STAT5A HIBADH DOLK ZFP91 GBF1 WWP1 SEMA7A GRID2 BAIAP2L2 CREB3L3 PRMT1 C7orf33 MIR22HG GTPBP1 PKN1 TAOK2 PPARGC1A LUC7L3 DCTN1 FAM155B DCTN2 LETM1 CD37 PRDM9 CATSPER2 COLQ HAS1 PEX26 MNT ATP5F1C FBXL5 LRCH4 RAB10 PLA2G2E EPS8L2 MDH1 BLCAP ALDOA ACR CLCN2 SIRPA NEK2 TRMT2A RBP3 GPBP1L1 RIMS2 ACAT1 CALU BPNT2 LHX1 DMD LHX2 SLC31A2 SLC31A1 UBE2K KLF7 ABR GPR157 KMT2A HPCAL4 TP53BP1 NDFIP1 AFG3L2 NAA25 TM2D2 DLX1 EPHA7 NR1I2 RNF4 RNF2 DLX4 NIPSNAP1 ZMAT4 GOSR1 NYAP1 MARCKSL1 WDR77 OR10A5 TBL1XR1 ZBTB33 JPH2 NRP1 MYBPC2 ATP5F1B ANPEP KCNIP2 CANX CYP39A1 SLC24A4 NIPSNAP2 SEMA3F RAB6B GOLGA4 TUBB4A ATP5PF PRG2 MBD6 MBD5 INCA1 SERINC2 SLC26A3 SLC26A6 SENP1 ACOT8 DACT1 PPA1 GRM8 WDR82 RIN2 AP5B1 STEAP2 RAB3A TF KIN FNDC7 KLC4 CDK16 ZDHHC21 APBA2 CRISPLD2 BCL6 ETV6 MLLT6 BCL9 BCKDHA SPEM1 JARID2 IMMT MT-ND2 MT-ND1 RAP1GAP SLC10A7 GRIA4 SOD3 GJB2 YWHAG FBLN1 YWHAH SLC16A6 C12orf50 FBLN5 GFPT2 SLC16A8 ATP5F1A VTA1 ACKR3 SLC22A11 MTRES1 COX5B CDHR5 TTL FAM193B WNT4 FHDC1 VEGFA SLC25A27 RBMS1 TMEM135 C6orf47 NUFIP2 SHISA7 PRKAB1 MBOAT2 ZBTB40 SLC37A2 OPHN1 AKAP1 HSPA9 PACS1 FXYD1 LMNTD1 FGFR3 DIAPH1 COX7B SMIM3 ST8SIA5 COPS7A NEDD9 CSMD3 GREM1 RRAGD ST8SIA1 DAZAP1 UBE2D3 MTCH2 ITGB6 PLXND1 STK38L OBSCN MRPS28 RFX5 GABRA3 EEF1A2 COX8A AK2 MRPS21 RPRD2 KCTD6 RCAN2 SLC25A13 EIF4E TOMM70 MTTP ITGA7 RFX1 BEND6 AIFM1 UQCRC2 LINC00303 METAP1 UQCRC1 IRAG1 SORL1 RP1L1 ARHGAP18 CLTC RUNX1T1 DGCR8 PCBP4 KLHL36 RANBP1 GPR162 ALX4 BOC SPATC1 DIPK1B KIRREL3 GABRG2 COX4I1 DMRT2 ARHGAP24 OSM MFN1 CD86 RELL2 CUTA PANK1 ITGB1BP2 NREP COMMD3 PNKD AOC2 ST3GAL1 NEFM CAMK2G ERRFI1 NPTX2 MPPED2 RXFP4 HS6ST2 SCNM1 CDK13 TGM6 GEMIN7 HRC HPN MAP1A ANO4 MAP1B EWSAT1 ZNF775 UBL3 DRAM2 PRLR MED13 HPX MARCHF1 BMPR1B COMTD1 KCNE5 SLC9A7 JAKMIP2 CDK14 MASP1 PGF LTBP3 SLC9A3 CCDC106 FSTL3 FSTL1 ATP5MPL HOXD10 IRF2BPL HTR1B KCNK5 LAMTOR3 PPTC7 BHLHE40 ADAM9 ARHGEF38 WNT10A CNTLN RCOR2 CRTAC1 CFP ARRDC1-AS1 FAM162A BCL2L13 CTNNA3 PITPNM1 SPAG9 SPAG8 MSX1 INO80 RPS14 AGAP2 FCHSD2 AGAP3 ERBB4 SORCS1 DAAM1 ATP6V0C CDC42EP1 HNF1B CORO7 CDC42EP3 RPP25L C9orf24 DNMT3A TCF7 KLF12 WDFY3-AS2 PHB DLAT YY1AP1 KCNK1 TNNI3 DCHS1 TNNI1 SYNGR3 RPE WWC1 R3HDM2 MFF NACC2 TLL2 RANBP10 LTN1 NKAIN3 TRMT10A RTN3 CCNE1 AP1S2 XYLT2 XYLT1 ANGPT1 ARFGAP2 SIK2 KCNG4 ZNF644 ACO2 ZDHHC5 CDCP2 KIAA0586 CHCHD10 EMC8 MYADM ZSWIM3 ZSWIM1 XPR1 UQCR10 KCNH7 G0S2 FHL1 FHL3 RTKN ZNF687 PCSK2 TMCC1 RPL32 CCL20 PPP2CA PLA2G12A PDE1A CKMT1B ILVBL CNOT9 SLCO3A1 TRIP10 PCSK5 CCNB1IP1 RTN4R ELAVL1 DGKI ELAVL3 ELAVL4 ARL8A PKNOX2 RPS6KA5 IQSEC1 RPS6KA2 RASSF1 TMEM50B UBA1 SH3RF2 SELENOI PHF5A NR5A2 DNM1 KCNC1 AP1G2 ATP6AP2 MANF SLC7A9 WDR72 UBAC1 FSIP2 SLC2A4 ANK3 TIMM9 CCDC92 INSR CHAT EDARADD KCND3 TAZ SIX6 DDIT3 TAOK3 RBPMS GPR55 HSPB7 VSNL1 GABBR2 GPR52 KLHL41 MFAP5 LRPPRC HMGB3 TNFRSF12A VPS26C CNTFR CX3CL1 ASTN2 EXTL2 TMEM38A FGG TCERG1 CIAO2A TEK HSPE1 HCN4 HCN1 NEUROG2 REM2 RBMX COA8 IDH3A LCN2 POLD4 ZIC4 PNRC1 MYH13 HSPD1 RHO MAST1 UCHL1 RHOQ SYNGR1 IFRD1 NFIL3 DLG2 RHOG TRPM4 CCDC9B OTX1 TEX35 PIP4K2A PRR7 C1orf116 SLC9A3R1 RPS4X VASP DNAJC27 ATP6V1A CHGA NCOA2 PPM1E AMER1 NCOA6 AAMP PPM1L CEND1 DPF3 ADAMTS14 DNAJB13 ATP5MC2 NFYA PPM1B ATP5MC1 DEPDC7 PRDM16 ATP5MC3 CDH6 DCT C1QTNF7 ANXA9 STK32A PRDM14 DNER CHD2 INPP5F ODF1 ST20-AS1 ANGPTL8 WBP1L CALHM1 MRFAP1 PNMA8A CREB3 NCDN CYP21A2 ATP5PB TAB3 PNOC SCFD2 ACE2 SMPD1 SPATA32 ZRANB1 NOG ADCY1 ATP1B1 STAU1 S100A5 AQP7 SRSF6 SHB CEP97 BDNF GOT1 AGPS MRPL37 RAPGEF5 RARA C6orf136 ATAT1 MRPL34 PITX2 LRRC41 LCA5 ZBTB43 CIZ1 EFNB2 PIM1 PIM3 MIDEAS SAG UHRF2 RHCG CGN MRPL47 KCNMB3 PLPPR2 SLC2A13 TMEM187 TRAK2 STRADB CSRNP1 CDK15 TAGLN2 DEXI KCNMB2 TPI1 CHMP2A LAMB2 HTATSF1 SAT1 HOXA10 FAM126B ETFRF1 DHRS11 SMAD7 OARD1 CEL TMED4 PDZK1 SLC16A13 ABCF3 AP1B1 ZMAT3 MITF WBP4 CKB RNGTT BAG5 SCT ZFYVE9 DNAJC11 SLC25A3 SIK3 COX14 GSE1 SLC25A4 TMEM35A SLC25A5 CSRNP2 TLCD5 LINC01567 CLC SH2D2A TRAP1 ILRUN ANKRD28 KIF6 UHRF1BP1 SLC27A4 ADAM15 USP3 FBXW4 USP2 ABTB2 IKZF2 RPL27A FNDC5 MRPL12 MRPL14 RB1CC1 PGAP2 GPATCH2L DTNB ETFDH RADIL SPATA3 DDIT4L TLX2 FZD9 TBX6 CYTH2 TBXAS1 RRBP1 TBX5 MYOM3 ATP1A3 RAPH1 POLR3D ABRA PYGM RBFOX1 DENND2D PGK1 CALM2 ABCC5 BCAR3 PBX4 LORICRIN MAEA CRABP2 CLDND1 TLR4 UBQLN3 FGF12 ITPKA CBX6 FAM81A DMPK TBC1D15 KMT2E HOXC5 SLC4A3 SCAMP5 SATB1 SH2B3 SCUBE3 SOCS2 MADD SPATA20 FUT11 PPP1CC NR0B1 TRERF1 PPP1CB CDKL5 TIMM8B WDR81 MAP4K3 SLITRK1 ISCU MAP4K5 HOXD3 GTF2IRD1 TBC1D22A BPIFA2 ZRSR2 SYT17 SLC38A3 MYL3 MYL1 SOX5 SOX4 ATP6V1B1 HOXA2 PPP1R16B HOXA3 HOXA5 HECTD2 SLC30A3 NDRG2 C9orf131 LRFN5 LRFN4 RNF14 KIRREL3-AS3 TMSB4XP4 PARD6A GABARAPL1 ATAD2 TOMM40 SAP18 CFAP94 BEST3 HOXB3 NCKAP5 HOXB5 CPNE1 RHOT1 AHCYL1 GLI1 TAFA1 DENND2B MYLK RAB11FIP5 SGIP1 TLN1 ABHD17B IL21R PRRX2 PSD3 BZW2 ARHGAP6 RAP1GAP2 POU5F1 ESAM SV2A KLK15 TTC19 ERGIC1 RS1 C9orf85 CLIP1 CCDC151 NRXN2 TENM3-AS1 MPP2 SOX12 LDB3 SCAI MPP6 NRXN1 TIMM44 TMEM71 BTG2 GDPD1 HIPK2 CTSD CCDC38 TMEM182 NDUFB3 MREG LINC00472 NDUFB5 TMEM270 APEX2 LYSMD1 NFIX TPM2 TCF7L2 TPM4 TPM3 CALCA AGBL2 CALCB NTMT1 NPAS2 RASGRP2 MSI2 ENO3 MROH7 POU3F2 GSTO2 CNN1 SYNPO THPO NAA50 NDUFA5 FAM170A TNXB NDUFA3 MED26 TMTC1 SAMD14 AMPD3 GASK1B MGST3 MROH5 SLC6A9 KCNN1 SLC6A8 SP2 GMFG KCNN3 OR3A2 CRH FBXL22 SP8 SPTAN1 RYTTCCTG_ETS2_B http://www.gsea-msigdb.org/gsea/msigdb/cards/RYTTCCTG_ETS2_B MEF2C KLRC4 HNRNPK KLRC2 KLRC3 FAM106A SCN3A SCN3B ARMCX4 PPP2R5C MYLIP RORA PLEC AGBL5 BTK EPC2 BORCS6 TMEM161B PIK3CG TMEFF1 BRAF TMIE AIG1 LRRC1 LDLRAP1 PIK3CD KDM5C USHBP1 C20orf204 MARK4 MARK1 PRKRIP1 HSD11B1 ZNF768 CMIP MCTS1 KLRC1 NFKBIE BCL2L2 ARF6 ARFGEF2 ACKR1 SOWAHA LYL1 RAC1 ATP13A2 TSEN54 DHX8 NTF4 ESRRA ZC3H11A SERPINI1 PLEKHH2 UBE2L3 TSC22D2 DROSHA GAS7 GGN SERPINI2 KCNQ1DN PRRG3 RGS3 ARF4 TREML2 GK TREML1 LZTS2 SHROOM1 KCNAB2 ZNF532 SLC20A2 SPI1 LRRC15 ALKBH6 SRPRA SPIB KDELR3 HYAL2 RAP2C LYN EGFL7 OVOL2 CLIC1 CACNG2 ARHGEF15 ZNF143 WAS KLF9 SS18 DOK1 KLRG1 EPB41L1 ZBTB8OS ZNF296 TMEM59L STX19 CSF2 EPHX4 OFCC1 NSMCE2 IL7R ARL6IP5 CALCOCO1 DHX15 ACSL5 LMX1B IGF1 TRIM25 CCDC51 MID1 ETF1 CNPY2 QPCT DUSP4 CNTF LRP2 WNT7A ZNF572 LRP5 IL2 LIX1L SLC13A5 LMO3 LMO4 TGFB3 LINC01138 EMC3 IL17RE OTUB2 IL10 MARCO KALRN CHIC2 SND1 RALB FRS3 TUBA1B S1PR2 GPR183 S1PR4 CIB1 ZNF593 CMAS STIM1 IL24 IL11RA ARRB2 VAMP8 VAMP5 RNF138 TMEM209 NEURL2 ADAMTSL1 CCL2 CYSLTR1 ADAMTSL3 SMG6 TFE3 PTK7 ABCA2 NOSTRIN MAPKAPK2 MEIS2 ZNF12 ARPC2 TFEC TEAD4 ALS2CL ZNF800 DNAJA2 ARHGDIB GNL2 RILP PHACTR3 KRIT1 MYO1C FIBP MYO1E NR4A2 TEAD3 NR4A3 FURIN CYB561 CDKN1A MYO10 RNF152 SCN8A IKBKB ABL1 TRAPPC11 E2F3 E2F5 HCAR3 UBXN10 HCAR2 CLDN5 PAX4 LSR SLC1A5 PCDH1 YY1AP1 PKN3 CASP8 PIH1D2 SLC43A1 ZCCHC7 NXPH1 SSBP4 EPN3 IL18RAP PCDH7 SH2D3A TNFSF13B PRR5L CA4 CNTN4 MCC KDF1 ODAPH METTL2A HRH4 RNF128 SNX22 POLR1D CD4 CD6 NFATC2 VEGFD CD5 RNF122 VPS39 DALRD3 CD40LG CNNM4 TNFSF4 CEBPE CLEC10A OR51E2 CLEC7A CNNM1 SLC35C2 SLC35C1 FKBP9P1 CRACR2B ID3 ADGRA2 DZIP1 STAT5B ZFP91 PICALM ATP2B4 WWP2 NT5C2 PLA1A CD247 MIR22HG ZNF706 CD3E SCN2A GPR132 C2CD2L DCTN3 TGIF1 PPARGC1B TSC22D4 DCTN2 COLQ CCR4 LHFPL1 MLLT10 OMA1 FBXL5 BIN3 PRDM1 AMFR RAB10 BIN1 PLA2G2E EPS8L2 TXNDC17 PNMA1 CLCN3 ZC3H10 CDK2AP2 BDKRB2 RIMS2 CALR TAB2 KRT23 OTP LHX1 CRMP1 LHX2 STX16 RIPOR1 AMD1 STX11 FCHO1 BLNK TYROBP CNKSR1 ABR RINL RHBDF1 CHI3L1 GPR150 EPHA2 FAM13C FBLIM1 SEMA6C ATP2A3 DMTF1 ETS1 DLX5 PLEKHS1 ZMAT4 GRK5 TCF12 TCF15 TBL1XR1 CLSPN SPNS3 ZBTB33 JPH3 NRP1 PRRT2 CDCP1 LIME1 CANX PTEN GJA5 VWA5A FLT3LG GPX1 AP2B1 FAM160A2 CCDC91 SEMA3F CAP1 ATP5PD NABP2 COX17 AGPAT1 RBBP4 SRGN LPCAT4 CTSA RBBP7 SERINC2 SIGIRR FERMT3 ATXN1 C9orf139 HDDC3 SEMA4C RIN2 RIN1 HELZ2 MAP3K11 RIN3 WDFY4 MIA PRF1 CD180 FOXO4 SDCCAG8 SLC39A11 ZBTB7B CCR1 RCC2 ZNF646 CYB561D2 PEG10 RAB43 NR1D1 IQUB AGT AFF1 BCL3 BCL6 ETV6 MLLT6 BAZ2A ETV5 HCLS1 FAM241B NPR2 GJB6 CD19 YWHAH APPL2 UBTF TOM1L1 FCGR2B ORAI2 GRIA1 FCGR2C CHN2 RAB39A MCU VPS25 VLDLR CAST ETNK1 SNCAIP SEPTIN1 PDGFB MMP9 MIRLET7BHG EIF5A MMP3 MMRN1 GDNF CRYGB PTGIR WNT3 PROP1 OLIG3 ROBO1 GATA3 GATA4 CD200R1 ROBO4 RBMS2 MS4A1 ACY3 CSF3R SLC25A28 PRKACA PRKACB ATOH8 GTSF1 PDGFD SH3BP5L MIR137HG SMCR5 CASKIN2 PRICKLE4 CHMP1B C6orf47 NUFIP2 TRIM41 TNKS2 CARF PIH1D1 LAYN CD101 KRCC1 STX5 FGFR2 ITGAL FGFR4 GRAP SSH1 TMEM132E SSH2 TMEM204 CCDC88A NEDD9 NEDD8 FXYD5 PTPRCAP ITGB1 IRAK4 SARNP EIF3K RHOBTB1 DENND3 HBEGF NOVA2 RHEBL1 ATXN7L1 CARD9 BMX ITGA1 LIN7C TMEM40 CARD6 FOXP1 PPIF UBE2E3 RCAN2 NEDD4 CYFIP1 ATL3 DNMT1 TMEM154 CD79A PHEX GRB7 NFKBID PLEKHA1 PRKAG2 CXCR3 CLTC ARHGAP15 ARHGAP12 SHISA5 CD96 SEPTIN9 KIAA0040 ARHGAP20 PCBP4 SHC1 MSN SHC3 CNRIP1 BUD31 PHC1 FILIP1 MYCT1 SBF2 PRKCH UBE2B C6orf89 CD86 KANSL1 INTS3 SLPI DHPS CKS1B JAML IFT43 CD40 CLVS1 TRIB1 QSER1 NFAT5 TGM3 GFI1 PIK3R4 PIK3R1 L3MBTL2 BEND4 RALGDS SH3BP4 SH3BGRL GAREM1 BABAM2 MPO TRPC4AP SH3BP1 CUEDC1 MPL IGFBP4 DLC1 SLC9A9 SLC44A4 LTBP3 DQX1 STRN FSTL1 CITED4 CITED2 RPL11 MAP2K6 RUNDC3A YARS1 CNTLN NCF2 BPIFB1 PTPRG NCF4 ZHX2 TMA7 ZHX3 HMG20B TSKU COLEC11 PTPRN PLA2G4F ST13 ADAMTS7 GRB10 MSX1 ZBTB18 OSER1 AGAP2 PELO TGIF2 ADAMTS3 MYO18A CD248 ADAMTS4 TNFRSF6B CYP2B6 HFE CNOT1 KCNJ1 ADRB3 MUSK IL23A EGFLAM GORASP2 CTDNEP1 ARAP1 RPS20 GIT1 MGAT4A GPD1 CDK12 KLF12 IL1RN TGFBR2 HGF MLLT11 WWC1 ARSG RBPJ H3-3A DNASE2B FCGBP TLL2 TLL1 CLEC1B DPP3 HCAR1 ARHGAP30 LTC4S GPR87 WHRN ACAP3 FBXL14 ANGPT2 LAG3 ACAP1 FMNL1 ARHGEF4 NKAPD1 ADGRG3 ARHGEF2 ZNF282 EXOSC9 ZDHHC5 CMKLR1 MICAL2 C22orf15 FLNB RPL41 NCK1 SNX20 ZMYND8 RUVBL1 RASD2 HSD3B7 CREM FHL1 ZBTB9 GPR65 TMUB2 TMEM100 RTKN ZNF35 GNG11 LINC00656 CCL28 ZNF687 DGKA SOGA1 SH2D1B CCL20 DAPP1 TTPAL CKMT1B SOS2 COL6A3 RAB11B PER1 RAB11A WDR11 RASA3 TRIP10 FBXW11 RASA2 HAPLN1 TRAF3IP3 C17orf78 PDZRN4 PDE3A DGKH CFAP53 ELAVL4 RWDD4 ARL8B FEM1C LSP1 RPS6KA3 RPS6KA4 RPL23 RASSF1 EFHB DGKZ SELE HTR2C DNM2 BMP10 GPATCH11 GMPR2 FOXN3 AP1G2 XPO5 CAPZA1 LNX2 TAF8 SASH3 TNFSF13 RBFOX2 CRADD VCL ELOVL1 CCNJL CPA2 PUM1 PITPNC1 KMT2A GNB1L NCALD CMTM8 DLL3 ACTN1 RBKS CMTM6 PDE4D JUNB HCST DDIT4 HHEX DLL4 MFAP2 EXTL3 FGR STK10 KCNA2 SIPA1 FBRS TIMP4 EXTL2 SESN3 TIMP1 PDE6C AKT1S1 ZEB2 METTL2B CIAO2A MYRFL SH3TC1 SEC61A1 TRAF3 TAF5 TNFRSF13B SMG1 UCKL1 VAV1 DOCK4 NKAIN1 POLD4 LAT ST7L ZIC4 SMIM19 ARL4C HIVEP2 XCL1 XCL2 MYH10 ZNF410 RHOJ APOLD1 ESPNL IMP3 CTCF CXADR VGF RHOV ZNF205 TNS2 ZNF207 FEV GPC4 DES GGNBP2 LIMD2 LOXL3 RHOD SEC24C NDUFS2 FOSL1 CCDC149 RHOH CCDC9B LIMK2 GPR18 PIP4K2A AAMDC MBNL1 SLC9A3R1 CDK5 M6PR HMGA1 VASP PURA DEF6 IPO7 ARPC5L IGF2R LCK NUDT21 PATL1 LCP1 VIP GALNT2 YTHDC1 DCK NAALADL2 CDH5 ALDH3A1 SKAP2 PRDM12 SKAP1 C1QTNF6 ZNF668 CHD2 PAFAH1B1 DCX TMEM184A SLC2A9 FLT1 MIR17HG PDCD10 CD93 CREB3 PSAP SPACA9 TM9SF3 TAB3 PPP1R9B SPEG JAK3 ADCY4 HM13 FAM20A S100A9 AQP5 PDLIM2 PTTG2 CD2AP AQP3 ZNRF2 BDNF ADGRF1 GAB2 SOSTDC1 RARA C6orf136 FOXO3 PITX2 DAB2IP POLH NKX2-8 ABCC10 TMEM164 MIDEAS CX3CR1 PGM1 PDGFRA PDGFRB GCNT3 GCNT2 SRSF8 ENPP1 ENPP2 HOXA11 CSRNP1 TAGLN2 ARHGAP45 TMIGD1 CDC37 LIF GAD2 WIPF1 HOXA10 FCER1G SLC4A1AP CEP83 BMP2 XPNPEP3 OSBPL3 TRPC6 ALDH16A1 SMAD5 TREX2 MAP7D1 SMAD3 TREX1 PLXNA2 SLAMF1 ECM1 PYM1 TRAT1 PTPN11 CBLB TMEM131L NOTCH4 POF1B TMOD3 BMP7 SLC16A13 ZMAT3 NFKB1 SORBS2 ACTR2 DNAJC14 NR2F6 ALOX12B CALN1 MSL3 DHCR24 ADAM10 LTBR SLC25A5 SF1 TLCD5 GTF2B C5orf22 B4GALNT1 SH2D2A TRMT2B ASH1L SH3KBP1 SGCD ORMDL2 CDC42SE1 MOSPD1 ADAM15 PUS7L USP3 IKZF2 NDUFAF3 CLDN12 PDAP1 STARD13 STAT4 MEFV BCL9L NUP210L NIPAL2 CLEC14A THBS2 NOS1 SGK1 NASP NLK YIF1A GOLPH3L SNF8 ITPR3 ITPR1 ITPR2 FZD6 MRPL24 DKK2 ERBIN MAPK14 DRP2 IL36A CALM2 NPRL2 SLC17A9 TUSC3 FAM110A HOXD1 KLHL3 RALGAPA1P1 FOXRED1 TBC1D17 HOXC4 SLC4A2 ZNF276 KMT2D RNF31 SH2B3 MADD PCIF1 FUT10 CLINT1 FGF23 STK4 TRERF1 WDR81 MAP4K4 TIAL1 TFB1M SLC38A6 MAP4K2 AK8 MAP4K1 CCDC85B ELK3 FTH1 LLGL2 RASAL1 PPP1R16B HOXA4 NDRG4 ELK4 CCDC80 GGT7 B3GNT7 SRR SLC30A4 RLIM STRBP LRFN4 RUNX3 SLC30A7 CREBL2 PTPN7 CPNE8 MSANTD2 PTPN6 DIXDC1 SESTD1 EVL DPPA4 SNX21 PLCG1 PRICKLE2 HOXB6 FPGS DAP3 TLN1 RMI1 KDM6A KIZ ARHGAP4 KCNQ5 CRTC2 PAK3 TCP11L2 TPP2 CAVIN2 PTH1R ATP8B2 MGLL ESAM CALCRL IGF2BP1 PLCB2 KPNB1 LTB NKX2-1 EGR1 RAMP2 EGR3 NRXN3 SOX14 PARP8 LDB2 RAB5IF INHA CTSS TIMM44 CAB39 PCDHGB2 CTSW TMEM71 CTSK PSME2 BUB1B NRK GAPT CALD1 ELP5 TPM2 TPM3 NPAS2 MOAP1 CDYL RASGRP3 TMEM69 PPP1R12A PSTPIP1 LINC01565 POU3F4 CNN2 FAM78A ACTB NDUFA4 ERF PTPRC FAM170A ERG DOCK8-AS1 MED26 SOX30 DTX3 MED14 FRMPD1 RSF1 SPARC TOMM5 RGS14 KCNN4 RTL10 SP2 SP3 SP6 SP7 CRK RNF40 NFIA SPTAN1 RTAAACA_FREAC2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RTAAACA_FREAC2_01 RORC RORB ITSN2 RORA ISG20 TAF5L MAP3K8 BTBD3 STAG2 PIK3CG BRAF RREB1 LRRC1 LIFR SLC25A39 PROX1 CASTOR3 BTBD8 JUP MAPK3 HSD11B1 ROR1 CMIP DOC2B MCTS1 RALGPS2 PPP2R3A TET2 DUSP10 CACNB2 CHCHD7 ARX ZBTB37 KBTBD2 IL25 KLHL40 ALDH4A1 FGL2 PPP2R2B DHX8 ASXL2 NTF3 L3MBTL1 ESRRG ZNF521 PLEKHH2 EI24 RGS1 LASP1 SMURF2 DHX40 LZTS2 SHROOM1 BACH2 ZNF385B ZNF532 FGF9 EZH1 GNPNAT1 DPP10 ASAH1 AUH MECOM ACSF2 TMEM147 CILP2 NMUR1 ZBTB16 ANP32A FOXB1 PFDN6 BRD8 LRIT1 PIK3C2A ADNP MMP16 CACNG2 MMP13 KLHDC2 ELMO1 KLHDC3 KLF9 INHBA OGA MAGIX OFCC1 CCT6B ACSL1 STK40 NDUFA4L2 PPP3CA USP34 SNAP25 FEN1 FOXD3 CSRNP3 PDK4 AXL IGF1 FAM169B PHF12 MID1 ASIC2 NRAS DUSP4 LRP1 DUSP1 CFAP161 NRAP PTP4A3 BNC2 JADE2 NSD3 LRP5 ZNF581 EIF3J IL16 LMO3 GRIK2 GRIK3 ZNF580 LMO4 TGFB3 KRTAP12-3 EIF4EBP2 SAMD11 S1PR1 LGALSL COCH ANKRD40 PLEKHA5 POU2AF1 FMR1 CNBP ZNF711 IL21 PKIA RTL9 ASCL1 RCL1 GABRR1 VAMP8 SMARCA2 ASCL4 CYB5R3 TFEB CXXC5 ABCA1 MEIS1 MDK ATF2 FBXW7 EHBP1 TFDP2 KRTAP17-1 CCDC89 PHACTR3 SYT10 NR4A2 NR4A1 ABCB1 NTN1 CDKN1C P2RX7 DSG4 CDKN1A CDKN1B MEA1 MARCHF5 ATF7 KRTAP19-6 DNAJB4 CLDN8 E2F3 HCAR3 UBXN10 CLSTN1 HCAR2 PNPLA2 HR MXRA8 CAD TTC33 SPRY4 AMDHD2 OSR2 CCDC120 OSR1 SLC35D1 NRG1 IMPDH2 SSBP3 GPR174 DDB1 PCDH9 NKAPP1 SERINC3 HSD17B11 HOXC10 TSPAN4 DHRS3 PLEKHN1 TSPAN5 KLF3-AS1 TBCC CLDN2 MCC CTDSPL2 PTMS RBM4B SNX13 TSPAN8 EPN1 CEP95 CD109 EGLN1 HIC2 LINC01101 TMPRSS15 FAM89A RNF128 NFATC3 MAF CNNM3 MXD1 SCRN1 ENOX1 SCRN3 ISL1 CELF6 TLCD1 CILK1 ID2 SCN4B SIDT2 ODF3L1 C5orf64 IL6ST MORF4 EDN1 HTN1 FST DNAJB12 HIBADH VSTM2A APOB DDX17 GRID2 PELI2 ABI3BP MATN2 C7orf33 EMX2 AP4M1 TGIF1 LUC7L3 KANSL2 PPARGC1A C16orf70 NOB1 HARS1 PRDM1 PIAS1 BIN1 EXT1 PLA2G2F BLCAP MFNG PTCH1 RBP3 GRHL1 VIT EPHB3 GPR142 EPHB2 PKN2 A1CF DMD STX16 RIPOR1 MAML3 MN1 NR1H4 MORC1 LYPD1 DDX5 FAM13C NTRK3 FOXG1 DLX1 SEMA6D ETS1 ZMAT4 GRK6 GRK5 TCF12 NYAP1 PLAU TCF15 MARCKSL1 KLF3 KCNJ15 PIK3IP1 RAB5B CPEB3 PCDHA4 GJA1 KCNJ12 KCNJ13 GPX1 ART5 SLC24A2 GOLGA1 SELENOP JPH1 PIP5K1P1 CCER1 ATXN1 LY86-AS1 SLC26A6 SEMA4G SLC26A7 MAP3K13 FOXO4 CXCL5 ZBTB10 NEO1 KLC2 HSH2D ZFP36L2 LINC00649 CSDE1 RAB43 GPM6A BCL11B BCL11A ETV1 MLLT6 KIF21A ETV5 ETV3 COX7A2 HSPG2 SLC10A7 NLGN3 SZT2 RAB30 SLC16A6 FYN BIK LINC00173 KIF20A OCLN SNCAIP PDGFB RASGEF1B GDNF CNGB3 MKRN3 WNT2 PTGIS RAD21 CLIP2 OLIG3 TRIM42 PAPPA ROBO1 SLC25A28 PDGFC PRKACA LGI1 KAT6A TTLL6 NRN1L MRGPRF MBOAT2 CLPX NEBL C17orf58 CADM1 LNPK SLU7 CSNK1G3 STX5 ASB7 EMP1 AHNAK SPEN CNIH2 NSG2 CSMD3 PHF21B GREM1 REEP4 TAGAP ATXN7L1 FOXP2 SALL3 SLC4A10 MTTP ULK1 NEDD4 PHEX GRB7 PHF8 METAP2 IRAG1 IGFBP6 PPOX CBFA2T2 ARHGAP12 IMMP2L FOS RANBP9 C18orf25 TRMT9B POU4F3 MSMB TSC22D3 TNIP1 BRCA2 SBF2 PRKCH UBE2H FOXJ3 MSC KIF19 EYA1 EML1 C2orf27A PANK1 CFL2 MDM2 CNPPD1 CAMK1D ST3GAL2 WIPI2 GPRC5C GPR4 TRIB1 RETREG2 POU2F1 SLC39A7 COQ8A PLPP3 TXNIP NGEF HPN UBL3 PHLPP1 ADGRF1 SULF1 IRF4 CUEDC1 DLC1 RP1 STARD13 CDK14 RABGAP1L CCDC106 STOML3 FSTL1 HOXD10 CITED2 CYRIA FLI1 CCN2 SMOX TLK2 MAP2K6 PLS3 OPA3 CLCA1 RXRB COLEC10 ZHX2 COLEC12 BCL2L13 PDCD1LG2 ZBTB18 VASN IBSP DENND4A LINC00474 ERBB4 TCP11L1 ERBB2 PPT2 KY KCNJ2 ADCYAP1 HESX1 ATP6V0C RPS27 GLYR1 CLEC4D DYNC1I1 HNF1A TCF4 MGAT4B TCF7 WDR46 MACO1 KLF12 NIM1K KLF14 DCSTAMP PCDH18 KCNK4 UNC79 ITIH6 SHOX2 CLGN HEBP2 TRPS1 UNC45B H3-3B MARCKS ZNF219 SOBP ZBTB22 ARHGAP30 TMEM81 NAP1L5 SLC23A3 PBXIP1 HSF2 SERTAD4 TMEM59 KCNG3 VGLL3 MYC TXNDC12 LAG3 SRPK2 ARHGEF2 ZDHHC3 EXOSC9 NAA15 ARHGEF6 TLE3 C22orf15 TLE1 OTUD7B MXD4 PJA1 CCND1 ZNF362 GNB2 ZMYND8 TCEANC2 KCNH2 RAPGEFL1 RASD1 CLN5 ZBTB7A GPR61 GPR63 FHL2 PDRG1 MYCL NPDC1 PCSK1 TMCC1 DAPP1 PDE1A WDR13 BUB1 SUPT4H1 PCSK5 SIM1 BUB3 FLRT3 PI4K2A FIS1 PDZRN4 NID2 SGTB RPS6KA5 RASSF6 EFHB GFRA1 ZBTB5 ZBTB2 DCAF11 BMP10 FOXN3 AP1G2 RBM4 STK35 TAF8 ENPEP RANBP3L APOA2 ASPA ANK2 SLC2A4 ZFAND6 TPRG1 CPA2 PITPNC1 ELOVL6 INSR LINS1 IRS4 TAZ CMTM6 JUNB WEE1 SLC34A3 DDIT4 ARFGEF1 KCNA1 KCNA4 C1orf43 RCAN1 SESN3 CRCT1 PDE6D AKT1S1 CRB1 TEK PCYT1B ZNF423 NUDT18 GPRIN3 NIN EFEMP1 SMG1 UCKL1 DOCK5 LONRF1 DOCK3 POLD4 TSC1 PDE7A PNRC1 CREBRF XPO7 FOSL2 NDST4 ARID4A RHOQ CTCF SDCBP2 TNS2 NTN5 FRMD4A TRIM2 GTF2A1 TRIM8 TRIM9 IP6K2 CCDC9B GPR18 MBNL2 MBNL1 POLR1G KLHL24 PURA PPM1D ADRB1 FAM53C PRDX6 NCOA5 KRT85 KRT84 LCP2 GALNT3 YTHDC1 MAB21L3 ADAMTS13 ABLIM3 DCN NR3C1 NFYA TSPYL4 SKAP1 IGF1R C1QTNF6 C1QTNF3 POU5F2 CHD2 CHD1 WBP1L WDTC1 GNAO1 BMT2 NCDN NF1 CREB5 ANXA2 CADPS TAS2R39 IFIH1 ZRANB1 MBTPS1 MEX3B MLIP CGA DST CDX2 MSL2 PDLIM3 SYT6 LEMD1 CD2AP ALKBH5 SRSF6 MTMR14 BDNF SIN3A RBM8A RAPGEF6 RARA CRY1 FOXO3 PITX2 SLC12A6 DAB2IP RARG RRP36 PMCH CRISP1 PREX2 NNT UHRF2 GPBAR1 PALM GCNT2 ENPP2 FOXO1 HOXA11 PXK ASB16 MYT1 HOXA10 ADGRB3 CEP83 PLAG1 BMP4 BMP3 TRPC4 BMP2 SMAD9 BCLAF3 OARD1 SMAD5 TREX2 PLXNA2 EN2 SMAD1 DCP2 NOTCH4 TMOD3 TMCC2 BMP5 GPR137B SLC16A11 MITF WASF2 WBP4 ZFYVE9 HHIP VCPKMT ZFYVE1 CCN1 GSE1 SLC25A5 GTF2B ANKRD28 PTBP3 MED8 MOSPD1 ORMDL3 ADAM12 GADD45A TMEM94 POLR2L USP3 FRMD6 IKZF4 ABTB1 IKZF2 STARD10 CPN1 STAT6 ESYT3 SUMO1 LIN54 SQSTM1 CD2BP2 HBP1 BCAS3 DTNA TBXAS1 TBX4 TMEM258 MAPK10 RBFOX1 NEUROD1 NLN PBX1 NEUROD6 KCNJ5 SCAF8 CALM2 TOB1 THRA WNK2 FGF14 FAM110A RNF39 FGF10 FGF12 VCAN KLHL1 FAM135B HOXC6 KMT2E HOXC8 TBC1D17 TIAM1 HOXC4 SLC4A1 TENM1 SCAMP1 SATB2 SCUBE3 TRIM63 SOCS1 ARNTL NR0B2 FGF20 MEPE TRERF1 PPP1CB STK3 TIMM8A HOXD9 SLITRK2 MAP4K5 SLITRK6 SLITRK5 SLC38A3 RNF17 SLC38A2 TFAP4 RMND5A MYL1 SOX2 NINJ2 SOX5 ELK3 HOXA1 CEPT1 HOXA3 HOXA5 DMKN HOXA7 NDRG1 NDRG2 AXIN2 RUNX1 SLC30A8 CREBL2 MAFF GABARAPL2 LPP UST CASC2 HOXB4 HOXB8 CPNE1 HOXB9 KCTD15 TAFA1 MYLK KCTD12 BMI1 KDM6A KIZ PCDHGA5 ACVR1C KCNQ5 MCM7 PAGR1 CRTC2 TCP11L2 TPP2 SIAH3 PTH1R MGLL LTB PLCB2 NKX2-1 AKT2 RABL6 SOX12 MPP6 CTH HARS2 HIPK1 ATXN7L2 PTCHD1 NPVF ZNF830 DENND4C ING3 FRY SPOCK2 CALD1 ZFHX4 NFIX TCF7L2 DBNDD2 SH3GLB2 STAP1 HAND2 KRT1 PPP1R12A POU3F4 TNFRSF19 POU3F3 POU3F2 ING1 SYNPO FAXC NDUFA5 HMCN1 ERG WNT2B GMFG KCNN3 FBXL22 CRH RETREG1 NFIB MGGAAGTG_GABP_B http://www.gsea-msigdb.org/gsea/msigdb/cards/MGGAAGTG_GABP_B VPS52 SYNCRIP SART3 CCDC25 ZNF653 TAF5L PDIA3 CUL7 GRIN2B RAE1 PIK3CG CCAR2 KIF5B ANKS1A MARK3 MARK1 UNC13D PHLDB3 ZNF384 ZNF768 OSTF1 ZBTB41 CWC25 PACC1 BCL2L1 ZNF512 PICK1 RAB7A KBTBD4 MTCP1 DHX8 KIF3B PAIP2 CELF1 UBE2L3 SEPTIN10 USF1 WIPI1 RGS3 MTFR1L DCTN5 ELF4 TCOF1 SOWAHC BRD9 HYAL2 MRPL3 RAP2C BRF2 ADNP TTF1 DGUOK ELMO1 TAF11 BNIP2 EIF4A1 SPRR4 IL12B ATP10B EXOC7 NUFIP1 SF3B4 CCT6B FAM214B MPDU1 PPP3CA ACSL4 SYNRG MTMR4 ACSL5 ENDOV CSRNP3 PHF12 ETF1 SF3A1 DUSP5 NRAS GLA SPINDOC TFRC CFAP36 YKT6 AP4E1 IL13 PRKCSH RGL2 FNTA FBXO28 DNAJC7 RALB TRMT112 FBXO22 FRS2 CIB1 SCRT2 CMAS FMR1 PKIB YTHDF3 IL11RA ARRB2 VAMP8 SMARCA1 CYB5R3 FGD2 FGD1 TMEM208 EDC4 PAFAH2 TFE3 ARPC4 UBE2V2 LTO1 FBXW9 CSAD PPIL3 ZNF800 GNL2 FIBP NR4A2 TEAD3 FURIN ATP7A APEH DNAJB9 IKBKB TNRC6A E2F3 E2F5 PREX1 PAX6 LSR APOBR SPRY2 GRWD1 ZCCHC9 VPS16 CYB5R4 SSBP3 ARL5B PCDH7 SERINC1 RPSA UQCRH TBCC SLC41A1 CNTN4 MAPRE1 SEZ6L2 ROM1 KDF1 SNX16 SLC35B3 FIGN FCN1 NFATC3 CD40LG SAMSN1 BAX CTTNBP2NL RRNAD1 RAB1B FFAR4 CD53 WDR73 PICALM LIN28A ZFAND3 CD247 C2CD2L PKN1 DCUN1D3 VEGFB CCR7 CCR6 MTF1 CATSPER2 LRRC29 ATP2C1 OMA1 BIN3 BIN2 MFNG ZC3H10 CLCN2 TRMT2A PPAN LANCL3 HAUS3 RIPOR1 AMD1 WDHD1 FBXO8 FCHO1 RINL ATG5 U2AF1L4 CCT7 RNF4 DMTF1 SUPT16H TCF12 JPH4 RAB5C PHKB ZFP3 CPEB4 LIME1 CANX HSPH1 CAP1 VPS13B AGPAT4 COX17 COX15 ZCCHC24 UFD1 RAB4B WDR74 MPZL3 SLC26A9 ENTR1 SEMA4C RIN1 WDFY4 PRF1 ZFP64 SLC39A11 ZBTB10 ZBTB11 PRIM2 SLC39A13 THAP5 ZNF646 TMUB1 LPXN ETV5 AGL ETV3 RAB2B YWHAB EML3 ZNF322 APPL2 SVIL HERPUD2 WDR83 PTRH2 TOR4A CAST SNCAIP SEPTIN1 EIF5A TMEM156 MINDY1 MKRN3 MMRN2 ZNF184 SZT2 BATF2 RBMS2 PRKACA GTSF1 PRKACB CUTC PATJ CHMP1B C2orf49 TRIM41 CARF ZKSCAN8 PIH1D1 SEC11A LAYN MRPS18B CHPF CADM1 CEP44 TRIM39 DIAPH1 ADNP2 SSH2 NEDD8 LMAN2 FXYD5 GPALPP1 UBE2D3 TMX1 ITGB7 MTPN TRO HBEGF BMF CARD9 FOXP1 CORO1C DNMT1 ATL3 CD79B TMEM154 PRKAG1 PRADC1 PRKAG2 FAM210A C16orf46 CXCR3 ARHGAP15 UBR4 YRDC EVI2B RANBP1 SHC1 SHC3 PILRB CHUK PILRA R3HDM1 UBE2N MFN2 EYA1 INTS3 C2orf27A ZADH2 NKIRAS2 COMMD5 MORC3 CKS1B WIPI2 PRTN3 HAT1 ARPP19 RPA2 DNAI1 CDK11A NPTX2 CDK11B SLC39A9 EMG1 CDK13 SLC39A6 GFI1 C11orf1 PIK3R4 GEN1 ERCC1 PIK3R2 IL2RA UBE4A NUP155 SIRT3 CEP135 KAZALD1 GSPT2 GNL3L SEC13 XRCC4 UBE2F IRF2BPL CITED2 MAGED1 ELP2 LSM5 GIT2 TLK1 LSM1 C9orf40 RUNDC3A OPA3 ITFG1 MAP9 SLF2 LRRC59 MAGED2 KAT5 UXT RPS18 NME2 AAAS NME1 EIF2S1 AGAP2 TGIF2 RPS11 FAM219A ZNF79 GNAI3 PYROXD1 WDR55 ACP2 ESM1 CNOT1 ATP6V0E1 DIABLO TNKS ARAP1 PSENEN SEC23IP MGAT4A TCF7 RPS6 C3orf38 ZNF585A ZNF585B TNNI2 KLHDC4 LYRM1 DPP3 GPR84 LEPROTL1 TRPV2 SYNJ1 SNHG29 AP3S2 UFC1 LZIC DPP8 CYTOR DYNC2I2 TXNDC12 CSGALNACT2 ARHGEF7 CLMN ZDHHC5 ARHGEF6 CNOT10 GTF2H1 MON1B CIAO1 IL18BP RPL41 SLC38A10 PATZ1 ZMYND8 NSD1 TUFM ZBTB7A PML ZNF35 RPL37 ZSCAN20 DGKA GALNT10 CDC45 DAPP1 TTPAL PER2 LIMD1 VMP1 CEP164 VPS53 TRIP13 ZRANB2 CES2 TRAPPC12 FIS1 ZNF24 PPP1R11 PPP1R10 RPL27 ZNF22 ZNF23 TMEM167A TADA3 RPS6KA3 SOST WDR48 C12orf66 DGKZ TMCO1 CHERP GMPR2 RNMT XPO5 CAPZA1 TAF8 TBP CRADD CBFB ELOVL1 ELOVL5 AAK1 CTDSP1 HIRIP3 ELOVL6 DDOST CMTM6 DDIT3 JUNB NCAM1 ARPC1B MAD2L1BP NAA60 BMP2K BAG6 NMNAT1 DDX39B KYAT1 DCAF10 STK10 SIPA1 WDR83OS CTPS2 TIMP4 EXTL2 DDX47 UGGT2 TAF2 TAF5 PPP1R21 INO80E TNFRSF13B CRB3 RMC1 DOCK8 HSP90AB1 VAV1 ST7L TNFSF11 DDX50 CTR9 XCL1 CACNA1D XCL2 APOLD1 PRDX5 RHOV TNS2 PEX7 GPC4 DES YJU2 ZFYVE16 LIMD2 GTF2A2 ZNF408 SEC24C NDUFS3 LIMK2 CDK8 CDC5L MBNL1 SLC9A3R1 CDK5 ATP6V1D HMGA1 VASP ATP6V1A FAM13B PPME1 POMP NUDT21 LCP1 LCP2 BTAF1 PHB2 BCLAF1 AP1M1 NDN ZNF655 CDH2 VCAM1 IGF1R ZNF668 PAFAH1B2 KLHL17 HSPA8 ZNF22-AS1 FLT1 CREB3 SLC12A4 NF1 DPYSL3 FUCA1 AOPEP INVS NIPBL GGA1 FEZ2 DMBT1 SNCG CDX2 HM13 U2AF2 PDLIM2 PALB2 ULK4 MTMR14 SRSF4 BDNF GAB2 SRSF9 RARB EIF2B2 TWIST1 POLL LRRC41 SIT1 BRCC3 POLH MIDEAS DEPDC4 DPCD AP5M1 RFC4 C11orf24 LAMC1 NIPAL3 TXN2 HOXA11 PFKFB1 ITGA11 ARHGAP45 MLEC WIPF1 HNRNPH2 GFOD1 BMP4 PDZD7 NRBF2 SLAMF9 ALDH16A1 LCMT2 ARFIP2 PTPN12 TAX1BP1 PYM1 SEC31A GPR137B NIF3L1 ZMAT3 TIMM17A COPS3 MITF EAPP UVRAG ISG20L2 TMEM128 BAG4 ACTR6 TIMM10B SIK3 PCGF1 LTBR POGZ HERC4 USE1 TRMT2B PTBP3 POLR2H BCAT2 TPI1P2 CLDN12 MLF2 STARD13 SUGP1 TMEM9B SUMO1 CD2BP2 CHM NIPAL2 BCAS3 C14orf119 RBM22 TUT1 ING2 NASP ITPR3 POLR3D ITPR2 EXOC5 PSMD13 GSKIP C1orf122 TJP2 CYTH4 TUSC3 FAM110A MORF4L2 RIPK4 TLR4 CBX8 EIPR1 HOXC4 ACIN1 SCAMP2 SGO2 CLINT1 SOCS4 AURKA FGF20 STK4 ISCU TMEM127 HNRNPA0 RNF20 CCDC171 SOX2 MAP4K2 CCDC85B ELK3 NMRK1 HOXA1 PSMB7 LAPTM5 PSMB1 MYG1 GAR1 ELK4 GGT7 RLIM NDRG1 PCED1A THAP11 TACO1 SLC30A7 MSANTD2 CPNE8 PTPN2 DMP1 TOMM40 RNPS1 WDR1 PTPN1 PHF23 CSTF1 TMBIM4 TLN1 CPT2 HPS5 CCZ1B ASPHD1 TMEM62 ARHGAP4 PLCB3 NOC2L SPTY2D1 PEX2 ARHGAP1 PIGC PPP1R14C PLCB2 TM9SF1 SOX10 CCDC151 EGR2 RING1 CTSS CAAP1 SMC6 LCOR SMU1 TBC1D10C ZNF830 ING4 EDEM2 UBXN1 TMEM33 RTEL1 TNPO3 NAA50 ACTB ERF ERH MED26 NOL12 ZER1 RGS14 RNF44 EDC3 ITPRIPL1 CIAO2B GATAAGR_GATA_C http://www.gsea-msigdb.org/gsea/msigdb/cards/GATAAGR_GATA_C MEF2C CDK14 MASP1 CCSER2 UBE2F EDN1 SYT7 LEMD1 SOHLH2 HOXD10 AQP2 DSPP FLI1 LCAT PLA2G1B GUCA2A PITX2 ANKS1B GATM MATN1 PTPRR KDM5C ZHX3 MYH7 PKHD1L1 MYH6 LUC7L3 PPARGC1A CTNNA3 SPAG9 PCF11 CD34 RHCE JUN KRT15 OR8B8 CYB5D1 STC1 BIN1 ADAMTS3 ADD3 MYO18A ALDOA TDRD5 PPP2R3A GRHL2 PLEKHG6 PFKFB1 HMGCS1 MST1 PPT2 ARF6 KRT20 MYT1 CHCHD7 RIMS1 KRT23 TAB2 ADCYAP1 ANKRD44 TCF21 RPS27 LYL1 APOOL DMD NECTIN2 LHX6 HNF1A CDC42EP3 SLC46A1 PLAG1 GPR155 NTF4 MTMR10 NTF3 RSPO2 ST13P4 NPL EN1 TRPS1 KRT72 ECHDC2 GRK6 PRR34 HEPH CHRNB1 FCGBP KLF1 PDZD2 BMP6 NRP2 ABCF3 ELF1 FGF7 ZNF385B SUSD1 USH1G MITF SPTSSB SENP8 SPINK4 CLRN3 KCNJ13 MECOM ANGPT2 NR2F1 GIP PCDHB8 HYAL3 GSE1 PCDH11Y PRG2 FERMT3 YPEL4 SLC26A7 PSD4 LCN15 SLC26A9 GADD45G WDR82 TSPAN32 GNB3 KCNH5 CSF2 TFR2 FHL3 FHL2 EPG5 LINC00656 TRIM15 TRIM10 CCL27 FMO4 ZFP36L1 HPSE2 FMO1 ETV1 MLLT3 ABCA12 SOAT1 IL4 FLRT3 MOGAT2 PNLIPRP1 NAA80 PNLIPRP2 NLK TBX5 CS MID1 ELAVL4 FZD4 ITPR1 CAPN1 KHK ASIC2 NAA38 DUSP2 PLN ZG16 PPP1R17 MCU NR5A2 TOB1 GFRA3 BMP10 XPO6 LMO2 BTRC SLC7A8 SLC7A7 GATA1 SLC2A7 TMX4 ROBO1 PTGDR2 CPOX HOXC4 SLC2A1 PHOSPHO1 SLC4A1 S1PR2 SATB1 SH2B3 SCUBE3 MTA2 IL22 IRS1 PKIA SLC34A3 TACC1 NEBL RBPMS TNK2 SIX1 SDE2 CYB5R3 MYL7 ONECUT2 SOX5 ISYNA1 MEIS2 CCDC80 OTOP2 TSPAN12 SNW1 ARHGDIB NFE2 MYO1C EPB42 SLC6A14 RHD BPGM CACNA2D3 DMTN HOXB4 SALL1 DYRK1A LMTK2 TMEM88 RAP1B FABP2 TAFA1 GRB7 MYH10 SGIP1 CLDN7 REG4 GABBR1 STON2 PPOX PAX2 RUNX1T1 SPRY4 FEV RNF144B NFIL3 TSC22D3 TRPM3 SOX10 EGR2 PTCHD4 NRXN3 TUBB2B HMBS OTC MYCT1 CALHM5 CHST4 INHA SLC9A3R1 BSPRY EYA1 PPM1E LIX1 PKLR CTSE KDM3A CA4 ZFPM1 TM4SF5 HS3ST5 NANOS1 PRSS1 CTNND1 TSHB HIC1 SETD2 ADPRHL1 MSX2 C2orf16 RNF123 MYRF FIGN EPX PRSS3 ENO2 TNFRSF19 FAM91A1 AIF1L NFATC3 AMHR2 PTPRC ERG TNXB NCDN B3GALT2 KRT80 PLAC1 CREB5 ISL1 RHAG PRR18 AK9 CUX1 RPL13A NFIA IGFBP5 NFIB TGATTTRY_GFI1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGATTTRY_GFI1_01 MEF2C MLIP CDX2 LINC00671 CDK14 VSTM2L ADCY8 CCSER2 SNCA RANGAP1 ITSN1 SOHLH2 HOXD10 HIBADH HOXD11 SRSF6 AGTR2 BDNF MYOT CDCA7 LAMTOR3 TLK1 MAP2K7 PITX2 DEPTOR LRRC2 CRISP1 ZHX2 RXRG COLEC12 ZNF503 LHFPL6 PPARGC1A C3orf36 TGIF1 CTNNA2 GRB10 VWA3B CD36 PRKRIP1 TMEM178A MAPK8 STC1 CD226 NIPAL3 SLC2A12 RIMS2 LIF TCF21 NECTIN3 UPK1A CIBAR1 IL25 DMD CNKSR1 ESRRG GAS2 ZNF521 KLF15 EMILIN2 RALYL TSGA10 JAZF1 TMEM117 TCF12 AGR2 NAA40 NRP2 KCNK16 JPH4 MSR1 FGF7 MYBPC1 USH1G LINC01164 NAP1L3 PTEN GPX2 GPX1 GOLGA1 SEMA3C CALN1 ZBTB20 AGPAT4 VCPKMT SRPK2 POGZ CLMN FAM133A C8orf17 HERC1 CARD11 ANKRD29 G6PC CCND1 CHRDL1 XPR1 C12orf42 NPPB GNB3 GOLT1A ZNF485 FAM110D CAB39L USP5 CCDC186 OFCC1 GPM6A HBP1 FOXN3 SNAP25 NMU DTNA FLRT1 GPBP1 TBX4 CTLA4 GRIA3 MAPK10 ELAVL4 MID1 ATRX CDH13 RAB30 FYN CDON CHN1 CLRN1 ALKBH3 LRP2 GFRA3 NR5A1 STK31 FGF14 ZIC1 GDNF KLHL1 WNT2 HOXC8 SLC25A25 HOXC4 SND1 HOXC5 ROBO3 MROH2B WDPCP MIR137HG NMNAT3 CASKIN1 NMNAT2 SIX3 ALPK2 FGF20 IL21 SIX6 TRERF1 RELCH HOXD9 ARHGAP36 RASGRF2 HNRNPA0 VPS50 HOXD3 LSAMP SIX1 PBK ASB4 ARFGEF1 ASCL3 CES5A FGFR4 MRAS DRD5 SOX5 AK8 KCNA3 SOX4 GREM1 C1orf43 CCNG2 SRC SLCO2A1 MIR503HG HOXA2 HOXA3 MEIS2 CRB1 HOXA5 ITGB8 CCDC80 HOXA6 HOXA7 OTOP2 HOXA9 ACTL6A NOVA1 FN1 JOSD1 VAV3 GABRA1 TEAD1 FOXP2 TSC1 HOXB7 HOXB8 HOXB5 SALL1 ZIC4 HOXB6 HIVEP3 ARL4C CACNA1E HOXB9 FBXO32 CADM2 CRYZL1 CLDN8 CLSTN2 TSHZ2 RP1L1 PAX2 RUNX1T1 GSS ARHGAP4 PAK6 DGCR8 CAVIN2 POU4F2 ALX3 IGF2BP3 IP6K2 PHC2 NRXN3 GPR18 OTX1 SARS1 ESR1 BCORP1 LDB2 NRXN1 OR10J1 ARPC5L GRAMD1C ZFPM2 GPR17 WASL CNPPD1 JMJD1C KPNA3 LCP1 CASQ2 PPP2R2A CPO MAB21L3 GALNT7 HS3ST4 PRSS35 SAAL1 VPREB3 LRMDA PCLAF CTNND1 ATP5MC2 ZFHX4 PCDHGC3 CDH6 IARS1 C1QTNF7 KRT9 ALDH1A2 MAP3K3 REN POU2F1 POU3F2 PLPP1 BRINP3 CRIM1 GEMIN4 GUCA1C SPACA9 MAP1B FRMPD1 CREB5 ANXA2 SH3BP5 PSPN SLC6A5 NIPBL JAK1 ZRANB1 SP6 DSC1 EBF1 SP8 RNF111 DMBT1 AAAYWAACM_HFH4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/AAAYWAACM_HFH4_01 MEF2C ODF3L1 HMGN2 EFNA1 DNAJB12 FSTL1 MYLIP CYRIA BDNF HTR1B CRY2 SIN3A H2AZ2 PPP1R2B PRMT3 STAG2 WFDC10A C7orf33 PMCH EMSY SCN2A ZHX2 NAV3 NUDT11 MIDEAS PPARGC1A PGM2 WFDC9 UNC13D CD36 VASN TACSTD2 PRDM1 RALGPS2 LINC00474 ENPP2 RBP3 HOXA11 GRHL1 GPR142 EPHB1 ITGBL1 HESX1 ZBTB37 CD68 BDH1 DMD STX16 HOXA10 IDH1 BCOR TCF4 LHX9 SLC44A1 KLF7 KLF12 PAIP2 ASXL1 MAML2 NKAIN2 ATP2A2 PRR34 SYTL2 BMP7 MAB21L2 KLF3 GPR85 FOXA2 CPEB3 ARHGAP30 MITF GPX1 HSF2 SCRG1 ANKRD11 GOLGA1 SEMA3A NR2F2 ANGPT2 CCN1 ATF7IP ARHGEF2 ADAM11 PIK3C2A SPATA18 SDK2 TLE3 TENT4B FOSB SLIT3 EPB41L3 KCNH6 ZMYND8 CLN5 NKD1 REPS2 TPI1P2 IKZF3 NEO1 STARD13 BCL11B BCL6 SIM1 BUB3 DTNA FLRT3 TBX3 SGK1 LIN37 SLC10A7 NLGN3 INMT ASIC1 TJP1 P2RY10 DUSP1 RBFOX1 CHN2 GFRA1 PBX1 CDH10 CAST SLITRK2 SNCAIP GRIK2 GRIK3 FGF17 IQGAP3 RPS6KB1 FGF13 MINDY1 KLHL3 ZIC3 RGL2 ATOH1 RAD21 GATA6 AZI2 ATOH8 ELOVL6 LGI1 SPON1 IRS4 NMNAT2 FUT11 CNBP MBOAT2 ARID1B IRS1 PPP1CB RTL9 NCAM1 LRRC3B CADM1 NALCN NFE2L3 STX5 SMARCA2 WNT5A SOX1 TSPAN13 SOX3 MYL1 NSG2 CSMD3 LYST PAQR9 CXXC5 REEP4 TSSK2 HOXA6 TFEC HOXA9 ANGPTL1 NDRG1 KRTAP17-1 SNW1 GNL2 MAFF EVL ITGA3 NR4A3 NTN1 DOCK3 FOXP2 HOXB4 MARCHF5 HOXB8 NEDD4 CPNE1 CREBRF RBM39 PHEX GRB7 OMG CADM2 PRX TSHZ2 GSX1 PDCD4 KCNQ5 KRTAP11-1 TRIM8 BOK MGLL SNTB2 IMPDH1 BRCA2 GSC EGR2 CNTNAP4 NRXN3 OTX2 NKAPP1 FOXJ3 PURA EIF4G1 HOXC12 CUTA KLF3-AS1 NCOA5 TBCC NREP MCC NRK CTDSPL2 CNPPD1 ING3 ADAMTS14 UBE3A CALD1 NFIX CLVS1 PALMD TCF7L2 RETREG2 C1QTNF6 C1QTNF3 MAP3K3 ARPP21 HSPA2 STAP1 CDK11A CDK11B SCG3 SLC39A8 MSI2 FEZF2 PLPP3 CRIM1 RFTN2 INSM1 HMCN1 TP63 CILK1 ID2 NIPBL SYNE4 CRH FBXL22 ID4 IRF4 RGTTAMWNATT_HNF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RGTTAMWNATT_HNF1_01 RTN4 BMI1 NRP2 LINC00671 MITF GLRA2 HOXC6 SLC5A12 TTR SLC23A1 HOXC4 PLA1A APOM CFI RBMS1 EGR1 SGK2 CYP26A1 HCFC1R1 SERPING1 CARMIL3 ARHGAP24 NCKAP5 G6PC HOXD4 NFE2L2 GOLT1A CNTD1 LCT GC FGFR4 COA3 CLDN19 USP3 LPAL2 RNF186 PDLIM5 POLR2A F13B COL9A1 UGT1A6 NPAS2 EEPD1 MYRF DMD AGT HOXA10 HNF1B HNF1A ACSL4 THAP11 HGFAC BCL9 DZIP1L SLC25A45 KMT2A SLC12A2 KRT25 COL16A1 TINAG PLG THOC6 DLX1 CDH16 SLC17A4 SLC17A2 ZBTB4 ANXA13 KCP IGFBP1 NR5A2 LIPC GRB7 HABP2 TGTTTGY_HNF3_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGTTTGY_HNF3_Q6 MEF2C A2M LTBP1 MASP1 CDK14 LINC00671 MASP2 CCSER2 FSTL1 SELENBP1 MXI1 CITED1 BPIFB2 CITED2 ADGRL2 BRPF1 HTR1B METTL18 PSMC3IP PPP1R1B CCN2 CYP7A1 MED25 BHLHE22 ZNF395 OGT DHX30 MAP2K7 TMED10 STAG2 PPTC7 H1-0 TYRO3 ARHGEF38 PHOX2B RXRB PTPRG RREB1 NOL4L TMEM97 PTPRR ZHX2 SIPA1L2 F9 HNF4G SPAG8 UNC13D HNF4A ZBTB18 DHX29 SERPINF1 MAPK3 VGLL1 FCHSD2 LY6G6E EMCN PPP2R3A PHF20L1 ERBB3 NFKBIE RAD23A NPY4R DUSP10 KCNJ2 SORCS3 HESX1 SLC29A1 HCRTR2 GAS2L2 ZBTB37 MUSK UBASH3A FGL1 TCF4 PPP2R2B NECAP1 SREK1 C9orf24 MGAT4B KLF12 PAIP2 MAP2K3 TGFBR1 ASXL1 CLUH GUCY2C ARHGAP32 MARCHF3 ITIH6 SYNE2 ARHGAP44 RGS3 TRPS1 RNF167 DNAJC22 WBP2NL PRR34 FCGBP MAB21L1 MAB21L2 RERE SOBP TLL1 TSHZ3 KCNK16 LZTS2 FOXA2 ELF4 ELF5 HCAR1 MAST4 GPLD1 LRRC17 RTN1 EDRF1 AP1S2 SERPINA6 RHBDD2 TMEM115 SPIB SERPINA1 SLC22A2 NKAPD1 SRPK2 H1-4 AR ZNF282 H1-2 EGFL7 H1-5 ARHGEF6 SDK2 TNMD TLE3 TLE4 OVOL2 PRR22 CACNG2 FOSB INHBA TAF15 GIPR IRAG2 NSD1 ZNF485 CSF3 CER1 CSF2 REPS2 NKD1 BPTF KCNIP3 C5 ITM2B PCSK2 CFB HPSE2 KIRREL1 PITRM1 CALCOCO1 RAB11B GBX2 FBXW11 SNAP25 SIM1 IL4 HAPLN1 PDK2 FLRT1 BRD3 H2BC5 C1orf112 VEZF1 ELAVL4 OR2L13 CDH12 DUSP1 KCMF1 MACROD2 NSD3 JADE2 CCDC30 ZNF462 DUSP8 CDH10 DUSP6 ASPN SLITRK2 RNMT GRIK1 CCIN IL16 GRIK2 IL18 PDE3B IQGAP2 RPS6KB1 JAG1 ZIC1 CBFB PACSIN3 CTDSP1 RNF149 PUM2 RNF146 KLF6 KMT2A NMNAT2 PLEKHA5 PI4KB SUN5 MAGI1 MGP RBKS PDE4D VAX1 ARID1B IRS1 IL11RA SDR16C5 JUNB TAOK3 ASCL2 NCAM1 EP300 ARRB2 VSNL1 HSPB2 NFE2L3 SMARCA2 ASCL4 ZNF436 KYAT1 TMEM208 TRIOBP TIMP4 PAG1 MEIS1 RBPJL SESN3 SLCO2A1 MEIS2 ZEB2 FGA CSAD TFEC TEAD4 TFF2 TFDP2 ANGPTL1 HID1 TAF2 GABRE AFF3 ANKRD13B GPRIN3 CPA6 B4GALT2 SLC6A14 NTN4 DOCK9 TEAD1 LVRN NR4A3 PDE6H CACNA2D3 NTN1 POLD4 GPR37 MARCHF5 MPZL2 ZIC4 EBF2 PNRC1 ZIC5 FABP1 RBM39 E2F1 RD3 NDST2 HCAR3 HCAR2 IMP3 HR CTCF SGK3 FRMD4A SPRY1 OSR2 GTF2A1 RGS22 FAM180A CLUL1 RTL3 PIH1D2 NRG1 DLG2 IP6K2 EVA1A PURG PTGER2 OTX2 GAST ESR1 PIP4K2B C16orf89 BANP SLC9A3R1 PURA HOXC11 HOXC13 KLF3-AS1 CHRM1 CLDN2 CNTN1 CA3 CYP2A7 ENHO TSPAN7 PATL1 JAM3 MAPRE3 OAT EPN2 ROM1 ACVR1 PPP2R2A IRX6 EDA IRX5 HS3ST5 COLGALT2 FGFBP3 NDP TSHB DEPDC7 ECI1 CDH6 DCT SKAP1 LINC01101 ALDH1A2 SLCO1A2 FIGN LONRF3 PRSS2 SMOC1 PAFAH1B3 ADAMTS10 FEZF2 NFATC4 CHD6 GTF3C1 SELPLG DIPK2B SLC12A1 ADARB2 NCDN LGSN ADO LINC02873 CREB5 CDC25A A1BG PPP1R9B ITPA CILK1 ID2 NIPBL DSC1 MTFP1 SLC14A1 NPNT SNCG HMGN2 C5orf64 ALOXE3 SNCB EFNA1 WDR44 EDN2 VSIG2 STAT5B BBX LEMD2 PTPN22 PDLIM2 PTTG2 KIF13A SRSF6 DDX17 CRY2 GAB2 H2AZ2 PLA2G1B GRID2 MACROH2A1 CREB3L1 AL162293.1 PRMT3 PITX2 MATN4 EMSY NAV3 PDYN ACSM3 ZFHX3 TGIF1 MIDEAS DCTN1 PRELP C16orf70 KRT17 LRRC29 ATP2C1 LHFPL1 NEK8 PDGFRA KRT77 EFNA5 PRDM1 PIAS1 EPS8L2 NEK6 PNMA1 PTCH1 PDIK1L ELL RBP3 HOXA11 GRHL1 TAGLN2 ARHGAP45 PPAT AHSG TCF21 SEMA5B CD68 TPI1 BDH1 DMD ADGRB2 HOXA10 SLC43A2 LHX9 NKX2-2 BLNK SLC44A1 KLF5 KLF7 OSBPL2 AKTIP SMAD6 SMAD5 GPR150 PLXNA2 HOMER2 MFSD13A PYM1 NPSR1 DDX6 FAM13C SEMA6A EPHA7 ATP2A2 TMOD3 TMOD4 RIT2 IL5RA KLF3 JPH4 ABCF2 TM7SF3 RAB5B HIP1R CPEB3 MITF PWWP3B KCNIP4 KCNJ13 WBP2 FERD3L TENT5C SEMA3C GNPAT NOS3 SEMA3A NR2F2 UTP25 JPH1 CCN1 ATP4A PCDH11Y PCDH11X MBD6 LAGE3 LENG9 TLCD5 SLIT3 ZDHHC14 ADTRP G6PC CHRDL1 KANK2 WDR82 SEMA4C RAB5A ORMDL3 GADD45B ADAM15 TF ADPRM CA14 IKZF2 IKZF3 EHF COL2A1 CPN1 TMEM243 LINC00649 NR1D1 GPM6A BCL11B BCL11A PEX16 BCL6 FOXN3 BCL9L C14orf119 BCAS1 CEP70 TBXAS1 PLA2G10 SGK1 JARID2 DLGAP4 GJB4 BRS3 GOLPH3L MAPK10 ITPR3 SLC16A2 TJP1 YWHAG CD19 EML3 RBFOX1 RAB35 SVIL DENND2D NEUROD2 NEUROD1 CHN2 TUBA1A LUC7L BAMBI C1orf122 PAICS GOLGB1 TOB1 THRA SLC6A1 SKIDA1 FGF14 GABRB1 CADM3 CRABP2 RPE65 ITPKB WNK4 CBX6 MMRN2 TAPBP HOXC6 TRIM54 ATOH1 RAD21 FHDC1 GATA6 TRIM44 HOXC4 GP2 ROBO4 GLP2R ROBO3 LGI2 ATOH8 ACIN1 TFAP2D RBM11 DSCAM SH3BP5L CCDC117 LBX1 SHROOM2 HNRNPUL1 NR0B2 FGF20 TRIM37 NBR2 PSMA1 CADM1 HOXD4 ASB5 ASB4 AHNAK WNT5A SLC38A4 SLC38A3 TFAP4 SOX2 HDGF SOX5 SOX4 KCNRG REEP4 HOXA3 BLOC1S2 ENTPD7 HOXA6 SFTPC ENTPD3 THAP11 BMF SFTPB TUG1 GABRA2 ATXN7L1 HAVCR1 MCTP2 RFX4 OMP ITGA3 SETD7 WRN BRCA1 FOXP1 BEST3 FOXP2 HOXB3 OMD SLC4A11 ULK1 CPNE1 SHISA6 RFX3 GARRE1 PHEX SLC25A16 OMG MTREX GRB7 DENND2B MYLK C6orf62 HABP2 CADM2 PRX NPEPL1 KIF2B TSHZ2 ZSWIM8 PRKAG1 NR6A1 FAM210A PDCD4 BZW2 JADE1 ITIH1 PCBP1 YRDC POU4F3 CNTNAP2 MGLL POU4F1 ESAM SOX17 SHC3 TSC22D3 TERT AKT3 WASHC3 KIRREL3 AKT2 EGR2 GSC CNTNAP4 NRXN3 SOX14 LDB1 IGFALS DMRT2 PEX5L UBE2H UBE2B PROC EYA1 EYA2 EML1 C3orf14 BTG1 CNOT11 ESRP2 RBM47 CNPPD1 C1orf131 ZADH2 NPVF TMEM182 GPRC5C PRSS35 NEFM NDUFB8 CALD1 UBALD2 ERRFI1 PALMD TCF7L2 GPR1 TCF7L1 CALCA RETREG2 ARPP21 MPPED2 HAND2 SCG3 SLC39A7 MSI2 TGM4 GEMIN4 APC SCO1 ERG B3GALT2 DTX2 ZNF827 QRICH1 TPMT YIPF7 RNF44 DCDC1 SP4 BABAM2 TBC1D32 TRPC4AP IGFBP1 NFIA MGST1 TTCNRGNNNNTTC_HSF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTCNRGNNNNTTC_HSF_Q6 XPO1 MORF4L2 ZBTB32 EDN1 CBX3 FGF10 RBM6 SEL1L3 WNK4 RANGAP1 RORA UBQLN1 NR2E1 CNGB3 ACBD3 CRYGB DDX17 GATA6 STARD8 TDGF1 ZMIZ1 VEGFA ERLIN2 TBPL1 STAG2 TWIST1 ACOT7 NUDT4 CRYAB LRRC2 NODAL CDKL5 ST13 PARP16 ATP2C1 TNFAIP8 HSPB2 GPR50 PMP22 CHORDC1 LMNB1 TFCP2L1 MYL1 STIP1 HSPA1A HSPA1B SESN2 REXO4 SERPINH1 HSPA1L ZBTB37 CEPT1 HOXA2 MUSK NECTIN1 LHX1 DNAJA1 HSPE1 ZNF800 THAP10 LRRN4CL XPNPEP3 KRIT1 CYP46A1 RSPO2 NEUROG1 NR4A3 HSP90AB1 DCSTAMP HSPA4L FOXP1 CCT7 UBE2E3 SEMA6C CCT4 UNC45B PPID CCT8 CACNA1G NUTF2 HSPD1 MAP6 AHSA2P AHSA1 PHF6 DNAJB5 E2F3 SLC15A2 PWWP3B PRADC1 CANX RTN1 HSPH1 VIPAS39 ZNF148 JMJD6 SPTY2D1 GPR162 USPL1 NR2F1 EGR3 TMEM35A CNTN6 FOSB DMRTB1 UBE2B MXD4 PURA INHBB TSPAN6 GNAL EIF4A2 MOSMO EIF4A1 UBB PTOV1 MECOM ECEL1 FKBP4 STX4 NNAT MKNK2 RCC2 ABHD2 GPR4 MYRF STK40 FEZF2 PAFAH1B1 DAZL NFATC3 CDK17 HSPA8 HIKESHI ZNF428 JOSD2 UPF2 LRRC49 TNXB MAT2A SPIN1 PDZRN4 DPYSL2 YWHAE GJB2 YWHAG C12orf50 MACROH2A2 C1RL JPT2 JAK1 ZNF462 RAB39A LRP8 HNRNPA2B1 RGAANNTTC_HSF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RGAANNTTC_HSF1_01 MEF2C CCDC126 SIDT1 MAGI3 PPP2R5C ZBTB32 FSTL3 RORC HOXD13 RORB PLEC IRF2BPL CUL2 ERO1B FAP LAMTOR3 TLK1 OGT STAG2 RUNDC3A WNT10B CYP1A1 BPIFB1 ANKS1A CRYAB EOMES KLHL28 MDFIC MARK3 ST13 SPAG9 ADAMTS9 JUN CHORDC1 ADAMTS2 ZBTB41 PPT2 HSPA1A HSPA1B SERPINH1 HSPA1L CLASRP CLEC4D DYNC1I2 PPP2R2C PSENEN SND1-IT1 NTF4 CYP46A1 MOBP PCDH10 ZC3H11A LINC00314 ZNF777 UNC79 RGS1 ZNF212 RBPJ TRPS1 MAP2 RGS8 MAP6 ELF2 FGF9 GLRA3 SYNJ1 TRMT10A GOLGA2P7 RTN1 ALKBH6 TYR P4HA1 ZNF654 ZBTB20 MAGEH1 FNDC9 CACHD1 ZP3 MMP16 TSACC FLNC UMODL1 EIF4A2 PLXDC2 G0S2 GNAS PARVB C7 ECEL1 EVA1C FHL1 CREM NNAT ABHD3 EPG5 SPO11 TMCC1 CCDC140 DAPP1 COL6A3 ARMCX3 WDR12 DAZL USP34 TRIP10 VASH1 DAZ2 CSRNP3 MAT2A PAK1IP1 IL9 SPIN1 LIN37 VEZF1 ELAVL4 CNTF LRP1 DUSP1 BNC2 AMOT ZBTB2 CDH10 EEFSEC XPO1 LARP4 GRIK1 TMEM107 IER5L KNTC1 PARP6 ELOVL5 PACSIN3 SLC2A4 CMTM4 CPA2 DND1 ACTN2 SIX4 HLA-B RTL9 RBPMS LRRC8B HSPB8 HSPB2 HSPB1 TNFAIP1 ME1 NETO2 AHCTF1 DCAF10 RHBDF2 TSPAN13 BMPR2 CNTFR STIP1 ISYNA1 PDE6D TSSK3 DNAJA1 SLC35F3 HSPE1 HCN4 EGF ZFAND1 B4GALT5 CCM2 KRIT1 FSCB NR4A2 NR4A3 GPRASP2 SHANK1 CACNA2D2 HDAC4 POLD4 NOSIP NRF1 PNRC1 LMTK2 HIVEP2 DNAJB1 HSPD1 CACNA1D CACNA1A ZNF410 DNAJB5 E2F3 PIP5K1C PIP5K1A PAX3 ILDR2 RNF144B OSR2 PKN3 JMJD6 FSIP2 SSBP3 ZFX OTX2 AAMDC C1orf116 MBNL2 KANK4 TOMM40L PURA TSPAN6 TRDN ATP6V1A PPM1D AAMP KRT85 CLDN2 GPR17 JAM3 CASQ2 HYPK FKBP4 ASNS ODAPH SETD2 UBR5 PRDM12 CD9 CHD2 CHD1 NFATC4 EHD1 NFATC3 HSPA8 HIKESHI FASLG GSTA5 COL13A1 FLT4 DBI COL4A6 PLOD1 COL4A5 CUX1 ID4 SLC36A2 ATP1B3 IL6ST ATP1B2 ADCY8 EDN2 HTN1 ADCY6 CCT2 LUZP1 CCT3 BDNF DDX17 NT5C3A RAVER1 WWP1 H2AZ1 EFNB3 CRISP1 SRSF1 HES1 DENND1B LHFPL2 BAZ1A ATP2C1 NDNF NOB1 IZUMO1 STC1 PRDM1 MRPL45 NEK6 PNMA1 ATG4A LENEP ENPP2 AKAP13 RIMS2 CARF TAB2 OTP GAD2 STX12 TSPAN31 DMD VTCN1 LHX3 GAD1 GDPD3 BMP3 SRP54 XPNPEP3 TRPC6 CREBBP TREX1 SMYD1 SYNM SMAD1 U2AF1L4 EPHA2 CCT4 CCDC65 DMTF1 TMEM131L CCT8 MARCHF10 GREB1 HIP1R CAMKK2 HSPH1 CTAGE4 SLC24A4 RAB6B SEMA3A PIP5K1P1 SGF29 FANCC TLNRD1 RPH3AL NFAM1 GRM1 FOXR1 AMIGO2 ANKRD28 ADM PSEN1 GRM8 ANKRD22 SEM1 ADAM15 PIKFYVE MAPK1IP1L FBXW4 ABCD1 TPI1P2 STARD13 GCH1 TMEM243 CYLD IQUB C10orf53 BCL6 POPDC3 PLBD1 BCL9 EIF4ENIF1 SHISA6 GPBP1 CISH YWHAG CHML C12orf50 PSMD10 RBFOX1 MAPK14 FBLN5 HNRNPA2B1 GOT1L1 LINC00173 ABCC5 IL36RN ARL6IP6 PLXNA2 LMAN2L MORF4L2 DERL1 RASGEF1A CBX3 PTGIS SLC25A41 MYOCD GATA3 TFAP2D MIR137HG ACOT7 SCAMP1 SOCS2 SCUBE3 NRN1L NUFIP2 TRERF1 BCAP31 PTHLH MAP4K4 TXLNGY FXYD2 PLXNC1 GIGYF1 SPEN LINC00114 ELK3 GIPC2 RSRC2 ST8SIA1 CEPT1 KCNS2 BANF2 ATL2 IFT20 RPRD2 FOXP2 UBR3 HOXB1 HOXB8 PPID ITGA8 HOXB5 RFX3 NFKBID PHF6 CBFA2T3 DMRTA1 PSD3 ARHGAP21 ARHGAP6 PLEKHB1 GSN PAK3 CXCR4 MGLL TOGARAM1 SHC3 KCNQ1 NOL4 EGR3 NRXN3 CHST2 DMRT1 MRPS6 DMRTB1 DAPK1 LAP3 EIF4G2 TMEM71 HIPK1 CHST8 AOC2 PNKD JAML HCFC1 CLVS1 TPM2 RASGRP2 HS6ST3 BRINP3 TNPO3 SCG2 NAA50 GPR119 PTPRA ZER1 RSF1 RALGDS TP63 MTMR11 SP4 IRF1 IGFBP5 STTTCRNTTT_IRF_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/STTTCRNTTT_IRF_Q6 LSM6 EDIL3 MXI1 B2M CITED2 SRSF6 NT5C3A RAPGEF6 BHLHE41 PITX2 SLC12A7 NCF1 ZNF503 IFI44 NAV3 PPARGC1A FAM53B MSX1 PGM5 IFNB1 VGLL4 GRAP2 CHGB CASZ1 HOXA13 CHCHD1 BCL2L1 LIF MOV10 LGALS3BP PKN2 BCOR SREK1 COLCA1 MGAT4A CDK12 HPCAL1 ZEB1 CAPRIN1 TASL ASXL1 HGF TRIM21 ECM2 SFMBT1 USF1 SYNE2 ELOA2 DLX4 MAB21L1 TCF12 TCF15 HIP1R ISG15 NUB1 FLT3LG USP18 EPSTI1 NABP2 EGFL6 ARHGEF6 ATXN1 ZDHHC14 CCND1 IL18BP NOD2 IRAG2 ADAM12 MAP3K11 IKZF2 ZNF366 NAMPT LINC00649 SORBS1 BCL11A ETV6 MLLT3 ZBP1 KCNE4 IL4 GSDMD PPP1R10 NPR3 CPT1A YWHAG RPL23 JADE2 LRP2 TAPBPL SLC15A3 USP44 ABHD16A SLITRK2 SHFL CBX4 EIF5A IL17RC IDO1 XAF1 CXCL10 TAPBP ASPA BATF2 GATA6 CDKN2C CD200R1 PSIP1 SLC25A28 LGI1 DYNLT1 RNF31 SATB2 BST2 IL27 FMR1 CCDC6 MRPS18B PSMA5 PSMA3 VAMP5 LRATD2 WNT5A PLXNC1 IL22RA1 SOX5 MEIS1 PTK2 IL12RB1 ELK4 ITGB7 TFDP2 KIRREL3-AS3 EVL PSMB8 PSMB9 DDX58 HDAC4 LURAP1L NEDD4 HOXB6 PCGF5 E2F3 RBCK1 DTX3L CLDN3 GSX1 DDR2 SEPTIN9 OSR2 ARHGAP5 UBA7 CASP7 CASP1 NRG1 KIRREL3 TRPM3 GSC OTX1 ESR1 CDK6 PIGR MSC OSM PRKD2 PIGV PSME1 TNFSF13B PSME2 AMER1 KLHL13 UBD PSMB10 CIITA NR3C2 NFIX DHX58 ALDH1A1 TAP1 FEZF2 PIK3R3 NFATC1 TCIRG1 TMEM229B COL4A2 COL4A1 PARP9 CREB1 IFIT2 MED13 IFIT3 CTTNBP2NL IGFBP5 CTTTGA_LEF1_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTTTGA_LEF1_Q2 MEF2C CTHRC1 SCN3A PPP2R5C HNRNPR RORA ITSN2 PLEC AGBL5 ADGRL2 MYOT VNN1 STAG2 PIK3CG INA SCN2B SPACA7 BARHL2 MYH2 LRRC1 LIFR MYH4 SMIM29 PKHD1L1 PROX1 MYH8 SSTR3 BACE1 HSD11B1 MCTS1 MT-CO1 RALGPS2 KIF4A OSTF1 QRFP ZBTB41 DUSP10 CHCHD7 RAB7A TBC1D8B ARX ALCAM TBXT PFN1 KBTBD2 KBTBD4 INTS9 ZC3H18 GIGYF2 PPP2R2B SREK1 LAPTM4B UNC119 GUCY2F NTF3 ESRRG CLUH LINC01089 ZNF521 XRCC6 ZC3H11A NXF1 AGFG2 GAS7 TONSL KCNQ1DN ASS1 RGS3 EMC10 WBP2NL AGXT2 MTFR1L MAB21L1 RERE CDC42BPB TSHZ3 FOXA2 TSG101 ELF5 NBEA MECOM TMEM147 MMP21 STAC2 SCRG1 WFIKKN2 MRPL1 AR SEPTIN4 SLC22A8 ENGASE OVOL2 ELMO2 CARD10 ELMO1 GAPDH INHBA EIF4A2 C12orf42 CLIC6 URI1 WNT9A C9 SCML2 OFCC1 PART1 ABHD2 SPO11 PID1 CFB SORBS1 LRRTM3 LRRTM1 SERPINC1 USP34 SNAP25 ACSL3 USP32 WNT8B ACSL5 USP31 MYF6 MB21D2 CSRNP3 MYF5 CS MID1 CDH13 PLSCR1 CNTF LYG2 FAR2 SDHC LRP8 DPYD LRP2 OGG1 AP4B1 UBE2U JDP2 SLC13A5 LMO1 IL19 GNA12 ENAM LMO7 NR2E1 RGL1 EIF4EBP3 EIF4EBP2 CSNK2A1 CHIC2 RFLNB DNAJC7 EED CYGB STRA6 LGALSL SCRT2 POU2AF1 CMAS RNF213 FMR1 STIM2 ZNF8 CHODL IL22 TMEM52B IL20 CDIN1 ZNF516-DT NKX6-3 SNTG1 NFE2L1 DNTTIP1 SMARCA2 ASCL4 HLTF DCAF7 KRTAP15-1 ADAMTSL1 TARS2 TSPAN13 GLUD1 TFEB BMPR2 SPINK5 CXXC5 TTC8 MEIS1 ARNT FBXW9 FBXW7 MEIS2 EHBP1 TTYH2 TFDP2 MANEA ZNF597 TSPAN12 DNAJA2 CUBN FOXA1 NR4A3 R3HDML LAMP2 DSG3 EBF2 SMARCC2 DSG1 SLC13A2 FABP4 PCGF5 FBXO32 KRTAP19-6 PMP2 KRTAP19-2 DNAJB5 NXPH3 CLSTN2 HCAR2 PAX6 AMMECR1 PAX3 PTMA SPRY4 MBP RNF19B PCDH1 BARX2 MAZ CASP8 FSIP2 NRG1 AIFM3 SLC43A3 NXPH1 EVA1A IL18RAP CNTN6 PCDH8 PCDH7 NEXN ARL3 HOXC11 TNFSF13B KLF3-AS1 SHKBP1 MOSMO C5orf51 CA4 KDM3A MCC MAPRE1 TSPAN7 CASQ1 CEP95 EDA SMG7 SNX17 ARL6IP1 TIMM10 CLCNKA ABHD15 PMEPA1 LINC01101 RGMA MPPE1 SLC35B1 TRIAP1 FIGN DPH5 C19orf73 SCLT1 NFATC4 WDFY3 CD40LG TRMT1L MFSD14A EDEM3 EDDM3A ISL1 EDDM3B COL5A1 CELF4 CELA1 AK9 HIF3A MEP1A HMBOX1 MESP1 RCN1 RNF145 EDN3 ADGRA2 MORF4 FST HIBADH DDX17 GBF1 WWP2 LIN28A CREB3L2 RAB24 ABI3BP TSPAN2 CD247 MALL PRMT3 CD3D TGIF1 PPARGC1A SMIM12 CCR7 COLQ LRCH2 TACSTD2 CXCR5 HAS2 PRDM2 PRDM1 HAS3 NEK7 PTCH1 RBP2 SPSB2 XK MME SFXN2 VIT CRAMP1 UTP23 KRT23 OTP PPAN PRUNE1 LHX1 A1CF DMD LHX2 UBE2Z LHX4 MAML3 HIP1 PLAGL2 CNKSR2 COL18A1 AKTIP ABR IL1RL1 RESF1 TP53BP1 ARMH3 GPR151 EPHA2 NPSR1 TM2D2 DLX1 PLA2G4A EPHA7 YPEL3 SEMA6D RNF5 ETS1 RNF2 DLX5 ZMAT4 TMEM117 GRK5 NYAP1 TCF12 PLA2G4B PLA2G4D KLF3 NRP2 OR10A5 TBL1XR1 JPH2 RAB5C PPARG GLI2 KCNJ14 KCNIP4 KCNJ13 GPX2 SLC24A4 SLC24A1 TMEM141 GOLGA1 SEMA3A AGPAT1 STX1A CD160 SOAT1 SLC26A3 BSND AMBN G6PC SENP1 BGN SEMA4G SNX18 SLC26A9 SEMA4B AP5B1 STEAP2 FKBP11 NPPA TF PPFIA3 FUT8 CCR1 NEO1 PSME3IP1 ZFP36L1 CYB561D1 GPM6A IL10RA PGBD4 ETV1 PARP11 BCL6 MLLT6 ETV5 VXN MT-ND2 ZC4H2 LRRN3 CSNK1A1L GRIA3 MPLKIP GABARAP TEX12 RAB30 MEOX2 MEOX1 GFPT1 SLC16A9 GFPT2 YWHAQ CHN2 NHLH2 PTCH2 APBB2 C4orf33 STEAP1 GOLGB1 SNCAIP NDC1 KERA AMMECR1L SLC22A12 GABRB2 PDGFA SKIDA1 CASK TMEM156 PRKCB MINDY1 TTN GDNF WNT2 ATOH1 DMXL1 WNT3 CRYGD ROBO1 SH3TC2 ROBO4 SLC25A28 ERAS WNT6 ALDH6A1 TRIM33 RSPRY1 CSNK1G3 AKAP1 STX5 EMP1 AHNAK FGFR3 SSH2 COX7B NEDD9 NEDD8 RRAGD ITGAM UBE2D3 TAGAP EEPD1 ITGB6 GTF2A1L PLXND1 UBE2D1 CYP19A1 JOSD1 IFT20 RFX4 ITGA1 KCTD4 FOXP2 KCTD6 CORO1C EIF4E SALL1 SLC25A10 RFX3 C15orf54 LDOC1 UBE2E2 AARS2 SLC5A3 LINC00518 IRAG1 CLTC DDR2 CBFA2T2 RUNX1T1 ARHGAP20 C18orf25 CXCR4 PCBP4 ACTR1A EMID1 POU4F3 PHC1 GABRG2 UBE2A BRCA2 FILIP1 OTC PDPN LEF1 NCBP3 EML4 MFN2 EYA1 PANK2 SLC22A23 EYA2 CUTA PANK1 ESRP2 URGCP AOC2 NKIRAS2 MORC4 PPP4R2 UBE3A UBALD2 CD27 HCFC2 ARPP19 C1S RPA2 PUM3 ARPP21 MPPED2 TTI1 OXCT1 TGM1 EMG1 HS6ST3 SLC39A8 SCG3 CFHR3 SCNM1 PIK3R1 SCG2 RFTN2 CCDC71L MPZ UBE4B ZNF827 PAPLN TMEM214 SH3BGRL TTC39C MED13 SULF1 STEAP1B LPCAT3 PRR16 NARS2 POFUT1 KBTBD12 ALS2 DLC1 XRCC5 LINC00671 UBE2F VSTM2L RABGAP1L LAMP5 ZBTB32 DQX1 HOXD12 GNG8 PPP1R1B PHTF1 FAT1 GNG3 ATP13A4 INTS12 MAP2K6 ADAM9 CDCA3 BHLHE40 H1-0 ARHGEF38 YARS1 WNT10B CNTLN ANKS1B ROCK2 RCOR2 ACSS3 ZHX2 TSKU CYP2E1 PCM1 FRA10AC1 MAGED2 PTPRO CD274 SPAG9 MSX1 VWA3B ZBTB18 INO80 MIR9-1HG PELO VGLL4 GRAP2 CD226 WFDC3 DENND4A LY6G6E ERBB4 SORCS1 MYEF2 KY MANSC1 KCNJ2 KCNJ1 USP49 NECTIN4 GLYR1 EGFLAM CLEC4D HNF1B TNKS HNF1A TCF4 CDC42EP3 RLBP1 TCF7 MAOB KLHDC8A DCHS1 PCDH18 SYNE2 CMYA5 DNAJC22 SYTL2 TLL2 SYTL1 RANBP10 ZNF488 LINC00310 BSCL2 PDE11A RTN1 ACAP2 AP1S2 TMEM59 ZBTB20 HSF4 CYTOR WDR35 DYNC2I2 TP53I13 CDK1 ERP27 EEF1AKMT1 ARHGEF6 TNMD TLE4 TLE1 CRLS1 AMER2 RRM1 KCNH8 TMSB4X TCEANC2 NSD1 KCNH5 NKD1 SORD TBC1D8 CREM MYCL PCSK1 EMC7 MLXIP PDE1A CKMT1B GBX2 PER1 HAPLN1 COL15A1 CTLA4 DGKH ELAVL2 TMEM51 PCK2 ELAVL4 FGGY FEM1C MNAT1 HOMEZ KRT18P55 TMEM51-AS1 MT2A BNIP3L SNORC SH3RF2 GFRA1 ZNF462 SSR4 HTR2B SLITRK2 FOXN3 GMPR2 MAP3K20 AP1G2 EIF5 SLC7A8 IQGAP3 JAG1 ZIC1 ELOVL1 IDH3G ANK3 OIP5 CMTM2 ELOVL4 PSIP1 DAO ASPH RET ANKFN1 GNB1L NCALD PCTP HAL IGDCC3 ARID1A FBP2 SIX4 VAX1 TAT SLC34A3 TAOK3 DLL4 VSNL1 TNFAIP1 ZNF703 DDX39B PAM PBRM1 SIPA1 KRT36 CNTFR UBAP2L C8orf86 CXorf58 SESN3 TCERG1 ZEB2 KRT32 KRT35 OVOL1 DYRK3 PCYT1B TRAF4 CEP350 AFF3 GPRIN3 SLC6A14 NEUROG1 RPL23A NEUROG2 NEUROG3 CACNA2D2 DOCK3 ZIC4 SERTM1 RBM39 XPO7 CPB1 SEC24B NDST3 KYNU OTUD5 PRDX4 SGK3 GPC4 GPC5 TRIM2 KRT33B DES KRT33A GTF2A1 HEY1 KRTAP11-1 TCERG1L TRIM9 GTF2A2 HEY2 NFIL3 NDUFS3 WNK1 EBAG9 LIMK2 OTX1 ARID5A OTX2 NUSAP1 MBNL1 TRPM1 PURA CHGA GPHB5 KRT85 PPM1L KRT83 KRT81 VIP DPF3 PHB2 ADAMTS19 NDP LRMDA CABP7 KITLG DCN CDH3 CDH6 SETD2 C1QTNF7 UBR5 PRDM13 DCT C1QTNF6 CDH9 CHD2 ODF2 FEZF2 NEDD4L ADAMTS12 LETM2 NCDN COL13A1 GSTCD CREB5 DACH1 CDC25C ANXA3 TAB3 CDC25B POLR2M CADPS FZD10 INVS PRELID1 RSKR SPATA32 PDC SLC14A1 NSL1 NPNT S100A3 CDX1 NOG CDX2 LEMD1 FAM71D TTC29 CEP97 SRSF5 CHRNA9 GAB2 SOSTDC1 RARB CHRNA1 EIF2B4 PITX2 F11 DAB2IP SUCLG1 NKX2-8 PIM1 TMEM164 PIM2 PDYN TBR1 ZFHX3 TSR1 MIDEAS PRSS33 HADH DCLRE1B CGN MYOF NAV2 EFNA5 EFNA4 ADD3 NIPAL3 ENPP5 CASZ1 HOXA13 ENPP1 PFKFB4 ENPP2 HOXA11 MED12L GRK2 ASB13 PXK CDK15 TMIGD1 ANKRD44 MOV10 LAMB2 ADGRB2 HOXA10 GYS2 IL1RAPL1 DHRS11 SLC44A1 PLAG1 COLCA1 UAP1 BMP1 OSBPL8 RNF43 OSBPL6 FER1L6-AS1 EN1 SMAD1 SMYD2 RALYL HOMER2 KCNK18 NKX6-1 KRT8P41 LAMA3 SFRP2 SUZ12 BMP7 THAP12 ABCF2 MARCHF10 TAS2R5 KIF7 PPP2R3C TBX21 SUSD2 MITF ZNF710 FERD3L ACTR3 SH2D1A DNAJC14 ZFYVE9 BAG2 C16orf74 AP3B2 NR2F2 XCR1 COL11A2 COL11A1 DOCK11 VCPKMT NR2F1 DHCR24 HERC1 CHRDL1 ANKRD28 ILRUN ZC2HC1C SGCD ORMDL3 ADAM12 GADD45A SLC27A4 CRYBG2 FAM110D USP3 USP2 ABCD1 USP5 IKZF2 IKZF3 XKRX COL2A1 NMB POLR2C CLDN15 NPR3 EXD2 RBM42 CD2BP2 FAT2 PGAP2 ABCD2 HBP1 NIPAL2 C14orf119 DTNA IL18R1 GPBP1 TBXAS1 CYTH3 TBX3 RRBP1 NLK DLG2 GOLPH3L MAPK10 CDKN3 RAPH1 FZD7 CISH DKK1 PSMD11 NEUROD1 CALM3 NEUROD4 HNRNPA2B1 PBX3 PBX2 TOB1 FGF19 FGF18 FGF14 FGF17 RNF39 SLC6A4 NCAN RINT1 FGF10 PCNX2 IL31RA HOXC6 KLHL7 KMT2E HOXC4 HOXC5 ACIN1 TENM1 SLC4A4 DSCAM GSDMA SATB1 PHYHIP SCAMP3 DARS1 SOCS2 SCUBE2 CA12 LINC01559 SCUBE1 CLINT1 TNFRSF17 AURKA FGF20 PTHLH MAP4K3 MAP4K4 ARHGAP36 SLITRK4 MAP4K5 TIAL1 HOXD3 SHF RNF24 CFHR5 SLC38A5 TMEM256 RPRD1B SCP2D1 TFAP4 MYL3 APOO SLC38A6 MYL1 SOX5 NINJ2 ELK3 SOX6 NMRK1 KLHL34 PSMB5 RASAL2 HOXA2 CEPT1 HOXA3 CHMP4B HOXA4 ENTPD7 CNR2 HOXA7 TMSB4XP6 RNF11 SLC30A3 TMSB4XP8 RUNX1 RUNX3 RNF14 TMSB4XP4 MAFF ITK TMSB4XP1 NFE2 SESTD1 CPNE4 WDR5 CKAP4 DMP1 MTRF1L CPS1 BEST3 UBR3 HOXB3 HOXB4 HOXB1 HOXB2 HOXB7 UCP2 NCKAP5 HOXB6 CPNE1 HOXB9 AHCYL1 KCTD15 WDR1 TAFA1 CSTF1 HABP2 SGIP1 BMI1 SMC2 SOX21 OPCML TSHZ2 KDM6A RRH KIZ PRRX1 PCDHGA4 SLC6A10P GSS ACVR1B JADE1 ARHGAP6 SLN CFAP65 POU5F1 CAVIN2 PAK4 ISOC1 SV2A AKT2 RABL6 ZC3H6 KHDRBS2 SULT2A1 SRRM4 TENM3-AS1 GALNT17 MPP2 SOX14 CALHM5 TMEM38B MPP5 NDUFC2 TMEM8B MPP6 NRXN1 INHA CAB39 SACM1L EIF4G1 SMO EIF4G2 RXFP2 TMEM71 ZPBP2 ATXN7L2 NRK CTSC NPVF TMEM182 SPOCK2 LYSMD1 CTNND1 NFIX PCDHGC3 POU1F1 TCF7L2 SPTLC3 PSMF1 SYNPR CDYL RGS12 HAND1 RASGRP3 PDZD11 POU3F4 TDRD10 TNFRSF19 MSI2 PRRT3 AIF1L HMCN1 ERG FAM170A ICA1 TNXB MED26 HSD17B14 PLAC1 RTF2 AMPD3 TP63 SLC6A9 SLC17A6 RTL10 SP4 SLC17A2 CRH YPEL5 SP8 SPTAN1 YTAATTAA_LHX3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/YTAATTAA_LHX3_01 DLC1 CGA RORB LEMD1 RORA SOHLH2 ALKBH5 SRSF7 DSPP DHX38 CLK2 PPP1R1B H2AZ1 COL12A1 BHLHE41 LRRC4 SUCLG2 RREB1 SSPN TBR1 LUC7L3 PRDM8 BAZ1A CD36 MLLT10 BACE2 TMEM178A PRDM1 ADD3 FIP1L1 TXNL4B MYT1 TMIGD1 KRT23 HESX1 PCNT SEMA5B TAL1 DMD TECTA OSBPL8 SMAD6 OARD1 EN1 KLF14 KCNK2 JHY NKX6-1 SHOX2 NOTCH2 ARHGAP44 SYTL5 PRR34 RGS8 MARCKS MAB21L1 SOBP OPRM1 ELF4 MMP27 LRRC15 TYR XYLT2 SLC24A2 TBC1D20 ZBTB20 CALN1 HHIP SEMA3A NABP2 SRPK2 ADAM11 INPPL1 FLOT1 TLE4 ELMO1 PROK2 BLMH RAPGEFL1 TBX19 NEO1 CYLD LRRTM1 WNT8B MYF6 NLGN2 PDZRN4 NPR3 LMX1A ITPR3 MID1 FZD7 APPL2 BNC2 HERPUD2 CLRN1 C1orf122 WNT7A CDH10 GNA13 MTSS1 SLITRK2 JDP2 ETNK1 LMO3 LMO4 TAAR5 FAM193B PECR KALRN PRKAR2A PACSIN3 HOXC4 MS4A1 PITPNC1 TFAP2D KAT6B TMEM169 LBX1 HRK PRKAB1 ARNTL VAMP8 DLL4 TFAP2A ZRSR2 STX7 EDC4 ST8SIA3 ZEB2 TFDP2 TMEM179 LRFN5 IMMP1L NOVA1 ZNF423 DIXDC1 ATXN7L1 ARID3B UBR3 SALL3 ITGA8 KCTD15 TNRC6A IER3 NDST4 PRRX1 PAX3 RUNX1T1 DMRTA1 FEV OSR2 YRDC RTCB ELP4 SSBP3 RAX TRPM8 LDB2 SEZ6L MBNL1 PURA HOXC12 PPM1E NRL MOSMO CHST8 NREP TRIM24 IRX4 IRX6 EDA IRX5 RTN4RL1 NFYA RPA2 ARHGEF10L CDYL FIGN ADAMTS10 PIK3R3 NOTCH2NLA DPH1 GNAO1 MAP1B TP63 FZD10 SULF2 SLC6A5 SULF1 SH3BGRL2 SP8 YTATTTTNR_MEF2_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/YTATTTTNR_MEF2_02 CTHRC1 ARMCX4 NEIL3 PGAM2 MXI1 ITSN1 CITED4 HNRNPL CUL3 ERO1B GRIN2B CCN2 GRIN2D CFAP299 PSMA8 TLK1 CARNMT1 STAG2 PPTC7 BHLHE40 MAP2K5 LRRC4 PHOX2B YARS1 ANKS1B BRAF CNTLN CRYAB CRTAP LIFR ZHX2 PPP1R3A MYH6 HNF4G SSPN CTNNA1 MARK1 BCL2L11 LINC01555 ZBTB18 SIPA1L1 JUN SMARCAL1 HSD11B1 SMPX WFDC1 PPP2R3A LINC00474 PHF20L1 DUSP10 KY STK26 KCNJ1 ADCYAP1 ZBTB37 MUSK INTS9 IL25 KLB ARAP2 DYNC1I1 CDC42EP3 SREK1 TM4SF20 PCNX1 KLF12 ESRRB LINC01089 ESRRG KLF14 ZC3H11A KLF15 DCSTAMP TNNI1 TNNI2 FXR1 ZFAND5 MARCHF3 SYNE1 FNBP1 RGS1 WIPI1 KCNJ9 UNC45B RNF207 RWDD3 MAB21L1 MAB21L2 ZNFX1 SOBP TLL1 CLEC1B FGF6 LZTS2 LINC00310 ZNF385B ELF4 XIRP1 FITM1 GPLD1 NBEA CARMIL1 STAC3 HSF2 P4HA1 SLMAP KCNG3 SIK2 ANGPT2 USP13 ZNF281 RAP2C LYN ANP32C ZDHHC5 PGAP1 ANP32D EEF1AKMT1 TMEM67 TLE4 IL6R FOSB ARHGEF15 MMP14 ELMO3 CIAO1 USP28 CCND1 ZNF362 NAB2 CLIC5 MINDY2 SERPINB7 GNAS AICDA GNB4 USP25 NEXN-AS1 MIA2 EPHX4 SLC25A34 SCML1 TRIM14 OFCC1 ZNF35 GNG11 ZSCAN20 ARL6IP5 PCSK1 DGKB CKMT2 SERPINB10 GBX2 WAC TRIP10 SNAP25 FLRT3 DZIP1L SSRP1 CPT1B CSRNP3 LMNA PDZRN4 PPP1R10 NTNG2 DGKI ELAVL4 CAPN3 MID2 P2RY12 CYLC2 CNTF PCMTD1 SDHC CDH19 HPGD LRP5 SLC8A3 RALY TNNC2 GRIK1 GRIK2 LMO3 TNNC1 IER5L TGFB3 SLC7A8 TNFSF13 HLX IL10 RGL1 PRKAR2B CDKN2A SLC2A4 PACSIN3 PVALB AAK1 CPA2 ASPH TRMT112 RNF148 DNAJC3 RNF146 MB KCND3 BICDL1 IGSF9B CNBP TMSB10 JSRP1 RPH3A SIX6 IL22 JUNB GABRR2 NCAM1 ROGDI ZNF516-DT CFAP54 RASGRF1 DLL4 HSPB2 COL1A2 TFAP2A VAMP3 GPR52 NEURL2 SMARCA2 FBXO11 SPTB PHKA2 DRD3 FBXO40 ADHFE1 NT5C1A RHBDL3 SIPA1 BMPR2 KCNA3 ARPC5 TIMP2 KCNA7 C1orf43 TMEM38A TSSK1B GPR27 TSSK2 TSSK3 DENND2C ADAM23 JCHAIN ACMSD NR4A1 DOCK8 CACNA2D3 TPBG HDAC4 TNFSF10 CDKN1A GPR34 TSC1 DSG1 ZIC5 CTR9 FABP4 TMEM88 DNAJB2 HDAC9 MYH10 GPER1 TMEM108 E2F3 KYNU NDST2 UBXN10 PRDX5 RHOQ PEX5 AMMECR1 KRTAP13-1 MAX FRMD4A BARX2 LRRC8C ORC4 IAPP CAT RTL3 DLG2 IP6K2 HMGN2P46 GPR174 RBM12B KTN1 PCDH9 PIP4K2B MBNL2 BANP CDK2AP1 TRDN RECQL ATP6V1A PPM1E SHKBP1 FAM122C KLF3-AS1 ARPC5L IPO4 AMER1 CA7 MOSMO CNTN2 ACVR2A VPS45 PPM1L ZFPM2 S100PBP JMJD1C CASQ1 EPN1 CASQ2 EPN2 PPP2R2A HS3ST5 ADAMTS14 NDP DEPP1 HS3ST1 PPM1A NR3C2 PPM1B RAG2 CHD2 FEZF2 ADAMTS12 COL8A1 GTF3C3 CCDC14 GNAO1 SLC12A1 CEBPB SPACA9 CREB1 SLC12A5 TMPRSS11F C1orf21 CREB5 DBH SLC35C2 ID2 CUX1 HMBOX1 EBF1 SLC14A1 MYLPF NPNT C5orf64 SYT4 EDN1 GCAT MSL2 PTPN22 PTPN21 AQP7 INO80D SHH KIF13A BDNF BIRC8 FGFBP2 RAB20 RFFL PRMT3 RAB21 TWIST1 PI15 SLC12A8 VANGL1 RPP21 C2CD2L PPARGC1A TBR1 ZFHX3 BOLL GOLT1B HES1 FAM71C LRCH2 ATP2C1 CD34 DPY19L2P2 PDGFRA NRDE2 HAS2 STC1 PRDM1 TSC22D1 TMEM60 PNMA1 GLG1 KCNMB4 RNF17 SIRPA ENPP1 NEK2 ENPP2 TRHR PDLIM5 TRAK2 XK ASB11 ITGA10 AKAP10 STRADB RIMS2 ASB15 MYO9A ITGBL1 PRELID3A PLAGL1 ANKRD44 LAMB2 YJEFN3 PRUNE1 DMD LHX4 HOXA10 ADGRB3 MAML3 IL1RAPL1 PLAGL2 KLF5 MORC1 GPR158 PARP1 RNF43 MAML1 RESF1 LYPD1 LAT2 MYOZ2 CSRP3 CDC27 EPHA3 LAMA2 SEMA6A ETS1 COX6A2 JAZF1 TMEM117 GRK7 TMOD4 BMP7 ANGPTL7 KLF3 PCDHA6 SLC16A13 NRP2 PPARA JPH2 RBM14 STBD1 COPS3 ERLIN1 MITF PWWP3B KCNIP2 KCNJ11 LRP2BP SH2D1A TCEAL9 SIK3 C10orf71 ATP5ME MSL3 PALLD ADAM11 INPPL1 CTSA ARRDC3 ATXN1 SLC26A6 ANKRD28 DACT1 CKM SGCG GRM8 SGCD SEMA4D GADD45B SGCB CXCL1 PPFIA2 CD180 FAM110D MTMR12 FAM107B USP2 SLC39A13 CLDN12 POLR2C CLDN14 MLF1 FRMD5 ZDHHC22 BCL11A DTNB ETV1 HBP1 BCL6 PRKAA2 MLLT6 VXN DTNA MLLT3 IPO13 MCF2 NLK SI DLGAP4 CSNK1A1L GRIA3 CCP110 YWHAG COG6 MEOX2 RBFOX1 GYG1 CHN1 PBX3 CAST HJV PDGFA F13A1 CASK FGF10 NCAN FGF13 FGF12 MBIP TTN TLR7 GP9 DMPK TOP1 ATOH1 KMT2E MYOCD STARD6 SH3TC2 GATA4 TFB2M LOX LGI1 ATOH7 KAT6B CARTPT MBD3L1 CNST MIEF2 SCUBE3 ARNTL ST6GALNAC5 CDKL5 TNNT2 ARHGAP36 SLITRK1 MAP4K5 TNNT1 NDEL1 MRPS18B KRTAP4-5 TMEM127 TRIM33 HNRNPA0 PLAAT1 HOXD4 ARHGEF37 RNF24 ASB2 TFB1M ASB7 FXYD1 PACS1 ZRSR2 DIP2B MYL5 SOX1 CELA3A MYL2 MYL3 SOX2 MYL1 SNX7 AK8 SOX4 AFF4 RASAL2 SLC44A5 SPC25 PPP1R16B HOXA2 HOXA3 B3GNT5 NDRG3 HOXA5 SLC30A4 CLASP1 CRACDL UBE2D1 PROKR2 OBSCN GABRA1 RFX4 SESTD1 EEF1A2 DMP1 RAB33A FOXP1 FOXP2 SALL3 PHF3 OMD NEDD4 HOXB5 HOXB6 ITGA7 ATL3 RRS1 RFX3 PTPN1 GARRE1 MAFA PHEX OMG OPCML MYPN AGTPBP1 NR6A1 PRRX1 PPOX PDCD4 PCDHGA1 JADE1 FOS SLN C18orf25 SIAH3 TPP2 MGLL ESAM SLCO5A1 LRTM1 IRAK1 NOL4 PTCHD4 CNTNAP4 NRXN3 LEAP2 SBF2 MPP7 FOXJ3 ARHGAP26 EML4 NRIP1 CTSK EYA1 TMEM71 HIPK1 PANK1 LIX1 HIPK3 NREP TNNI3K ZADH2 TMEM182 LINC00472 MORC4 RTN4RL1 MAL2 UBALD2 CTNND1 NFIX LSM14B SCG3 NFAT5 HS6ST2 PLCD4 SPATA6L NAA50 JOSD2 ACTC1 ANO1 ERG DOCK8-AS1 AKIRIN2 MAP1A SCOC TP63 MPG NTS KCNN1 MED13 MED24 KCNN3 SP3 SP4 FBXL22 TBC1D32 SP7 IGFBP1 POFUT1 NFIA NFIB RETREG1 TGACAGNY_MEIS1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGACAGNY_MEIS1_01 HRAS PPP2R5B MAGI3 PPP2R5C TRMT13 RORC RORA AGTR1 DHX37 LDLRAD3 PDHA2 TBPL1 BRAF GATM TMIE DOP1A MYLK2 SUN2 MARK2 JUP BACE1 SERBP1 EIF2AK3 UNC13B MCTS1 QRFP PHF20L1 TET2 CACNB3 SYVN1 RAB7A RAC2 SAMD1 IL25 ZC3H18 ST3GAL5 PPP2R2B LNPEP SLC38A9 ESRRB ACACA ESRRG NXF1 USF1 OSR1 PRRG4 RGS6 CDC42BPA MAB21L2 FOXI1 CDC42BPB TSHZ3 BACH2 ELF4 DPP10 FITM1 ZBTB17 MAP1LC3B ZBTB16 SPIB WFIKKN2 USP15 MGAT4C SDK2 SLC22A8 CACNG3 ARHGEF12 ELMO2 ELMO1 GOLGA8A TAF10 C12orf42 CLIC5 USP20 GREB1L DOLPP1 DNAH10 NNAT SCML1 ABHD5 OFCC1 ABHD2 SH3D21 MTMR3 LRRTM4 COL7A1 LRRTM3 STK40 PPP3CB ARMCX3 PPP3CA SYNRG USP32 MYF6 IL4 PHF12 AAR2 OR2L13 BNC2 NSD3 G2E3 PLSCR3 LRP6 ZNF570 GNA13 MTSS1 IL16 GRIK1 LMO2 GRIK3 PASK GMCL2 TGFB3 NR2E1 MOB3A CDKN2B CDKN2C SAMD11 FBXO24 DNAJC1 COCH PABPN1 ZNF593 PLEKHA6 POU2AF1 CHODL YTHDF1 TACC1 IL11RA CDIN1 ASCL1 HIF1A EP300 FBXO16 SNTG1 NEURL2 SMARCA2 SPTB CYSLTR1 SPINK5 ARPC5 CXXC5 MEIS1 MEIS2 PPIL4 TFDP2 KRTAP17-1 DNAJA4 AP2M1 ARHGDIB RAB8A DENND2C NR4A3 TEAD3 NRF1 CCDC47 ADRA1B ABL2 HDAC6 DNAJB5 TNRC6A NXPH4 CLSTN2 HCAR3 UBXN10 HINT2 HCAR2 HR PAX6 PAX3 PAX2 WARS1 SMDT1 BARX2 CCN4 SLC35D1 YY1AP1 NRG1 NRG2 APLN CYB5R4 SSBP4 SLC7A11 ARL3 SH2D3C DHRS3 KIF1B CAPN11 CYB5D2 MOSMO CNTN2 NRGN ANKRD35 DMC1 EDA FKBP3 HIC1 HIC2 HFM1 SMOC1 NFATC4 KDM4C MAF VPS18 MXD1 CEBPB ARHGAP33 NFRKB EDEM3 BAD ID1 FAF1 HMGN2 RAB1A CD47 GBF1 KIFAP3 LIN28A PELI2 MIR22HG TAOK2 PPARGC1A TGIF1 NCKAP5 NRSN1 BAZ1A ATP2C1 KRT14 OR8B8 OMA1 LRCH4 PRDM1 PIAS1 DCAF17 PTCH1 ALDOC SFXN2 BANF1 TAB2 EPHB2 MINDY3 PCNT VRK1 AP1AR LHX1 DMD LHX6 BCOR LHX9 MN1 KRT2 HIP1 KLF5 GPR156 AKTIP RESF1 MAML2 UBP1 AGER EPHA3 DDX6 TNKS1BP1 CCT7 SEMA6C SEMA6D DMTF1 NTRK1 GRK7 NAA40 PLAU RAD51AP1 EVX1 MYBPC1 ERLIN1 KCNIP2 FLT3LG GOLGA6A GOLGA1 ATP6V0D1 JPH1 GOLGA4 TUBB4A VIL1 MBD6 CTSA LENG9 PROK2 SLC26A7 GRM6 MAP3K13 NPPA SEMA4A EXOC6 ZBTB11 STX4 PSME3IP1 GPM6A C12orf4 ETV1 BAZ2A APBA1 BCL9 SKA2 EIF4ENIF1 AP4S1 GRIA1 SLC16A6 NHLH2 CHN2 PTPA LINC00173 APBB1 ATP6V0A2 VLDLR CAST SKIDA1 PLXNA2 EIF5A CASK SLC22A11 TTN MINDY1 MKRN4P FAM193B WNT2 TOP1 DMXL1 WNT4 WNT3 GATA6 CSF3R OLIG2 ITCH GNL1 KAT6A RBMS1 TMEM135 CASKIN1 SHROOM2 CHMP1B TMEM109 ZC3H13 CLPX AHR RIOK3 LSAMP RSPRY1 TMTC2 LNPK CAV3 SSH2 NSG2 ST8SIA2 GREM1 RBX1 PRR11 PRR3 PACRG ITGB6 RHOBTB1 IZUMO4 ATG12 MON1A OBSCN AK2 SREBF2 FOXP2 SLC25A12 KCTD8 SLC25A14 SALL4 EIF4E NEDD4 DNMT1 TMEM154 RFX3 OSBP PRADC1 CREBZF HMGN5 CLTC ZZEF1 PCBP4 ACTR1A POU4F3 ADAMTSL2 YRDC POU4F2 POU4F1 TNIP1 FAM76B PHC2 R3HDM1 RALBP1 FILIP1 CRISPLD1 UBE2H NRIP2 EYA4 EYA1 EYA2 EML1 LIX1 REEP1 ZADH2 ZNF414 UBE3A ERRFI1 HCFC2 RSBN1 MAP3K3 MPPED2 FAM76A MRPL49 TGM3 PIK3R3 RFTN2 DLST TMEM229B GPR119 MAP1A BEND4 PRKN SIRT1 SH3BP5 SCGN IGSF21 HMGB4 MED13 PRM1 LPCAT3 SLC9A9 RNASE11 CYRIA PPP1R1B TLK2 PLS3 BHLHE40 FAM122A MAP2K5 H1-0 WNT10A MDH1B YARS1 ANKS1B CNTLN RCOR2 NOL4L RXRG LHFPL6 NME7 SPAG9 SPAG8 GRB10 ZBTB18 MIR9-1HG PRRT1 TGIF2 ADAMTS3 DENND4A ACADSB HMGCS1 BRK1 PPP1R3D DYNC1I2 HNF1B DYNC1I1 TTLL11 CDC42EP3 LRGUK KLF12 PCDH10 IL1RN KLF14 PCDH17 FXR1 SHOX2 UNC79 WWC1 R3HDM2 MAP2 PRR34 SYTL2 CHRNE SEPHS2 CRNKL1 ARHGAP30 AP3S1 KCNK10 P4HA2 GOLGA2P5 ARFGAP2 MYB MYC STX6 ZNF281 SRPK2 TLE4 TLE1 ZSWIM2 GTF2H1 MXD4 GNAQ RBBP8NL GIPR C1QL1 ZNF277 ZMYND8 GNB4 KCNH2 SRGAP2 C21orf62 SOGA1 MYCLP1 GPHN PTK2B PDE1A C21orf58 FLRT3 CAPN6 DNM3 FLRT1 PDZRN4 ELAVL2 ELAVL4 SOST ZPR1 WDR20 E2F8 STT3B XPO1 TNNC1 IER5L RBM5 CNOT2 RPS6KB1 RANBP3L HLX CNOT4 ELOVL5 SMG5 NCALD SIX5 DLL1 HES6 IRS1 EIF1AD DDIT3 NCAM1 ARPC1A DLL4 HSPB7 CEP57 ARFGEF1 PBRM1 RTRAF SESN2 EXTL2 SESN1 SASS6 CXorf58 ZNF821 KRT35 HCN4 DDX42 TRAF3 CPA5 HCN1 CPA4 NIN TAF5 NEUROG2 CRAT SHANK2 CACNA1S DOCK4 DDX50 ARL4C CREBRF RBM39 XPO7 RHOJ NDST4 TNS2 SGK3 GPC3 DES PCP4 ZP1 RHOD ZNF408 IP6K3 DDC SGK2 HMGN2P46 LIMK2 TUBB2B MBNL1 PADI1 ALDH3B1 PURA HUNK PPM1D NCOA6 ACVR2A VIP IRX4 DPF3 LRMDA NR3C2 KITLG CABP5 DPF1 UBR5 POU5F2 CHD2 FAM91A1 PAFAH1B1 ODF2 PLP1 GNAO1 SLC12A2 HS3ST3A1 NF2 NCDN RNASE4 ANXA1 CREB5 ACTL6B PNOC SCFD2 NIPBL RSKR NSL1 TMEM125 ADCY8 ADCY5 ATP1B4 PITPNB PDLIM4 GCAT PDLIM1 ZNRF1 GAB2 H2AZ1 RARB CHRNA1 FOXO3 PITX2 ADCY10 STC2 STRN3 NAV3 PIM2 NOP56 PCF11 RFC1 NAV2 PDGFRA TMEM79 EFNA4 PLPPR2 ENPP2 PFKFB3 ARHGAP45 MYT1 ASB15 WIPF1 ADGRB3 TXLNG GAD1 PDZD7 BMP1 SMYD1 EN1 METTL8 MYOZ2 MCAM ABCG4 EIF4H ABRAXAS2 LAMA3 BCL6B CHRNB3 WDR49 COPS3 MITF UVRAG CAMKK2 BLZF1 ANKRD13A ANKRD12 COL11A1 TMEM35A INPPL1 LINC01567 SLIT3 ASH1L UHRF1BP1 CD276 GOLGA6L9 FAM110D FRMD6 USP2 ABTB2 IKZF5 IKZF2 SUFU SUGP1 C11orf16 FASTKD2 FZD9 TBX2 TBX5 NLK TBX4 ATP1A3 GOLPH3L AZIN1 CISH PPP1R7 NEUROD2 NEUROD4 GOLGA6L2 PBX3 C1orf122 TJP2 TJAP1 APOBEC2 FGF16 CBX4 CSPG4 FGF13 WNK4 SEL1L3 TAAR5 FGF12 CBX6 KLHL1 DYSF STARD6 TIAM1 SPRED1 TFAP2D ITPK1 KMT2C RBM10 DSCAM DARS1 SCUBE3 SPARCL1 TRIM55 BASP1 TRERF1 STK3 WDR81 MAP4K4 PARP16 TIAL1 RNF24 PCCB TFAP4 APOO SOX2 MYL1 ONECUT2 ZNF638 SOX5 SOX4 FAM217B ELK3 ATP6V1B2 HOXA1 HOXA2 HOXA3 CNOT6L ENTPD7 SLC30A4 RLIM FAM107A ENTPD1 RUNX1 RNF14 NYX CREBL2 CKAP4 BEST3 HOXB2 DIO2 PRICKLE1 UCP3 TAFA4 PTPN1 GLI1 TAFA1 DAP3 SGIP1 HPS5 TSHZ2 KIZ C9orf78 TMEM62 KCNQ5 KCNQ4 PAK3 PXMP4 CAMSAP1 ARHGAP1 PSMD1 MGLL IGF2BP1 PLCB2 RAMP2 NOL4 KLHL20 SOX14 GALNT15 NRXN1 CAB39 LCOR TMEM71 CTSK UBE2E4P LACRT ATXN7L2 PSME3 KPNA4 KBTBD8 METTL9 UBE3D SPOCK2 CALD1 ZFHX4 PCDHGC3 GHDC TPM2 CEP112 TCF7L2 KRT9 TNFRSF19 POU3F3 MSI2 PTN TNPO1 ERCC6L2 AKIRIN2 MED26 B3GALT2 ITPRIPL1 CRH RYTGCNNRGNAAC_MIF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/RYTGCNNRGNAAC_MIF1_01 CCDC126 PIK3IP1 HM13 E2F5 SMC1B CPEB2 STK36 LSM7 ELAPOR1 GRIK5 PRKCSH FUZ HS2ST1 KCNK10 MAGED1 PAK6 FAM160A2 GPC3 HSF1 GBF1 MED25 VEGFA SELENOF AZI2 KCNT2 CCDC60 CCDC103 EFTUD2 MDH1B ZNF593 CCDC151 EFNB3 KIF17 FILIP1 STMN4 MAP9 DPAGT1 SPA17 RIBC2 PDCL2 BBS2 GRM3 NAA60 BTG4 NCOA5 SIX1 PPME1 RNF25 RNF138 NRGN UBB ENKD1 FAM219A ADAMTS17 AP1M1 FGR CCDC24 PTCH1 HOATZ SIAE ERRFI1 HMGCS1 WARS2 CX3CL1 BOP1 BCL2L1 KCNRG DNAH7 LINC00649 WDR17 DNAI1 ITGB8 RAC1 C10orf53 LHX6 FASTKD2 CEP164 CEP83 TTC12 CYTH2 NAA20 SPPL2B MAPK10 CACNA2D3 SALL2 DRP2 PDZD4 C6orf62 TEKT4 BMP6 CACGTG_MYC_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/CACGTG_MYC_Q2 LDHA PDP2 ARMCX4 HNRNPF HNRNPD RORC SYNCRIP IRF9 HNRNPM EPC1 CUL5 FOXF2 ILK OGT DHX35 TMED10 CCAR1 ZBTB49 PDPR BARHL1 DOP1A LIG3 GRIN2A ZNF503 KLHL28 CXorf56 SCYL1 SERBP1 ADSS2 HSPBAP1 ST6GAL1 TET2 PHF20L1 PABPC4 ARF6 MYO19 ARX PFN1 KBTBD2 TCEAL8 TMEM86A AEN GIGYF2 GCSH CCNYL1 PABPC1 CBARP PPP2R2B NTHL1 SUGP2 SPPL3 ESRRA CELF1 ACACA CLUH GGN OSR1 BFAR WIPI1 ARHGAP44 ASS1 RAB2A HPCA POP1 PPRC1 GK FGF6 ZNHIT6 LZTS2 SLC20A1 KCNAB1 TCOF1 SLC38A7 YBX2 CEACAM5 SPIN2A USP15 PFDN6 ATF7IP AVP HYAL2 ADNP KLHDC3 KLF9 GAPDH ZNF296 ZBTB8OS EIF4A1 URI1 BRDT TMEM59L ZMYND12 MIA2 RABGAP1 PDIA2 EPB41L4B CIPC FAM214B ARMCX3 DAZL USP36 ARMCX2 ARMCX1 LONP1 USP34 LMLN SYNRG FEN1 USP31 FOXD3 SPNS1 PPCS PDK2 BRD2 ZNF565 ANKHD1 LMX1A CNPY2 NRAS DUSP4 DUSP1 TFRC KCMF1 GLA GSK3B JADE2 RNF115 NSD3 LRP8 DUSP7 GNA13 EIF3J TGFB3 LZTFL1 TCEAL1 RGL1 TGFB2 MFHAS1 CDKN2C EIF3E IL15RA EIF3B ZNF574 MTUS1 RNF146 NET1 SCRT2 PLEKHA6 ZNF593 SLC33A1 AFF2 FMR1 RELB STMN4 ZNF711 YBX3 EVC2 RCL1 CCDC6 HIF1A TESK2 PDCD6IP STMN1 NEURL2 HSP90B1 MIEN1 REV1 BEX1 MAPKAPK3 BEX2 SPINK5 ABCA2 ARPC5 ABCA1 OBI1 G6PC3 ATF1 TSSK3 PCDHA10 TMEM47 ZNF800 ANKRD13B TRMT6 NR4A3 ABCB6 ATP7A LAMP1 BATF3 ATF4 MEA1 DNAJB9 MED28 DYRK1B FABP3 ZNF318 FBXO33 CIART EEF1AKNMT DNAJB5 CNPY3 TMEM108 E2F3 PTGES2 VARS2 CDC14A UBXN6 LYAR OGDHL UBXN10 PAX6 CAD KLF10 CEP63 PTMA MRTO4 MAX AMDHD2 C19orf54 SLC1A7 SNTB2 VPS16 AIFM3 SLC43A1 ZCCHC7 NXPH1 ARL2 RAB3IL1 STXBP2 KANSL1L ARL3 TSPAN4 SDC1 HOXC12 PRRC2C HOXC11 HOXC13 KDM3A SEZ6L2 FHOD1 CEP95 FKBP5 SNX16 TIMM10 SLC35A5 EGLN2 JAKMIP1 HRH3 ATIC LONRF3 RNF128 KDM4C NFATC3 CEBPA KAT14 CEBPB VPS37B P3H4 AVPI1 CNNM1 UTP18 MMP23A RPL13A MMP23B BAX FAF1 VPS26A OPRD1 RNF145 GLB1L HMGN2 FAM117A DCUN1D4 DZIP1 HIRA VPS33A MICOS13 DOLK ZFP91 PICALM DDX18 WWP2 SEMA7A LIN28A RAB24 VPS13A PRMT1 MRM1 GTPBP1 RAD9A C2CD2L PKN1 PPARGC1A DCTN4 FARP1 PPARGC1B CDK20 RBM15B PIAS4 PRDM4 CAMK4 MNT NEK6 ALDOA CDK5R1 CLCN2 ZC3H10 PTCH1 LMNB1 TRMT2A SFXN2 PPAT PLAGL1 HNRNPA3 TSR3 CRMP1 SLC31A2 AMD1 BCOR OLFM2 LHX9 ASPSCR1 KMT2A OSGEP HPCAL4 LYPD1 ATG5 CELSR3 TSR2 DDX5 DDX4 NAA25 DLX2 DLX1 PLA2G4A SUPT16H GRK6 WDR77 PIK3IP1 C16orf72 CPEB4 ERLIN1 GJA1 CANX SLC26A2 GPX1 HSPH1 SLC24A4 SLC25A32 SEMA3F CHST11 REEP3 JPH1 CCER1 RBBP4 CTBP2 ATXN3 ICAM5 LPCAT4 CTSA COL25A1 PDIA4 ARRDC4 CD164 ARRDC3 RBBP7 RBBP6 RAD50 IGSF22 PROK2 C9orf139 ADK MTAP PLA2G6 FKBP10 FKBP11 CACUL1 SLC39A11 ZBTB10 ZBTB11 THAP5 GPM6B RPUSD4 GET4 ESYT1 TMUB1 PSME3IP1 CSDE1 MARCHF8 NR1D1 BCL11B ETV1 BCL6 RPIA BCL9 BCKDHA GABARAP TEX12 RAB31 RAB30 MEOX2 ORAI2 TOM1L2 EEF1E1 DRC3 TUBA4A TUBA4B VLDLR SEPTIN3 SNCAIP NIT1 AMMECR1L SAE1 TRIM46 TOP1 GATA5 CLIP2 BATF2 GATA4 MCOLN1 ATOH8 IFRD2 GNL1 KAT6A YEATS2 ALDH6A1 CFAP57 CNST PWP2 TRIM37 ZBTB40 RSPRY1 VPS50 LNPK DNTTIP2 AKAP1 HSPA9 FXYD2 DIP2B EEF1B2 SNX5 DIAPH1 SNX8 TMEM132E SNX2 COPS7A AGMAT AFF4 FXYD6 COMMD8 RRAGB RRAGC PRR3 MTCH2 MID1IP1 NPM1 BLOC1S1 QTRT2 POLR3A ATL2 TUG1 RHOBTB3 RHEBL1 JOSD1 MON1A NDUFAF4 RFX4 RFX5 AK3 AK2 DCTPP1 ARMT1 EIF4B SLC4A11 EIF4E RRS1 SORL1 ZCWPW1 ARHGAP17 FBXL19-AS1 CLTC RUNX1T1 ARHGAP12 PHC3 RMND1 ARHGAP20 UBR4 BOK LTV1 RANBP1 TOGARAM1 UTP4 ALX4 MDN1 FAM76B CTIF NRIP3 EFTUD2 DOHH PRKCH LEF1 PRKCG CARMIL3 FOXJ3 SEZ6L UBE2C PRKCE KRTCAP2 HSDL1 UBE2B EYA4 PANK3 CUTA CFL1 ESRP2 COMMD3 TOM1 CNPPD1 ZADH2 SC5D GPRC5C NEFM TRIB1 RPA1 GLS2 RETREG2 NPTX1 ACAN ERCC6 RRP8 CAMK2D SLC39A7 GEMIN4 GPS1 INSM1 NUP153 METAP1D BEND4 UBE4B MEPCE SIRT1 ZNF771 TCEAL3 DYM DLC1 CCDC126 RPL19 SLC9A5 RUSC1 CYP2D6 PHF20 MPV17 HOXD10 CITED2 SSR1 PPP1R1B KCNK5 BHLHE41 BHLHE40 RXRB RCOR2 NOL4L ZHX2 DPAGT1 TSKU LRRC59 KAT5 RPS19 INO80 ARMCX6 CEBPA-DT OSER1 FCHSD2 ZZZ3 TGIF2 RPS11 ADAMTS3 PUS1 ATP6V0B PPP1R3C PPP1R3B RPS28 GLYR1 TRAPPC8 DIABLO TTLL11 TCF4 SEC23IP NUDC DVL2 GIT1 ODC1 DNMT3A GPD1 WDR46 EME1 C21orf91 DCHS1 FXR1 CCDC191 UNC45B HEBP2 H3-3A MAP7 TLL1 RTN4 EIF3A FBXL19 MTHFD1 BHLHA15 ADCK1 AP1S2 ACAP3 CAMKV GUCY1A2 WASHC4 SPG21 MYB ANGPT2 TXNDC12 STX6 CLN3 PEPD MICAL2 EXOSC5 TLE3 TLE4 KIAA0586 DERL3 MXD3 MXD4 GTF2H1 PFDN2 GNB2 PATZ1 GNAS KCNH4 RASD2 SORD QTRT1 DNAAF6 MYCL RPL30 WDR17 CLEC18C B3GNT9 TBC1D5 PER1 TRIP10 KCNE4 SHMT1 VWA2 SHMT2 MAT2A ARMC6 FADS3 RTN4R ACLY ELAVL3 L1CAM SGTB CPT1A SELENOS RLF RPS6KA5 RPL22 C2CD4A C12orf66 UBA1 ZBTB5 DCAF11 PES1 NR5A1 E2F8 ZMYM6 STT3B XPO1 STK31 C17orf102 XPO5 RBM3 IER5L NTN3 SASH3 IQGAP2 MANF HLX ZIC1 SLC7A5 CNOT4 EBNA1BP2 ELOVL5 TIMM9 APOA5 SLCO1C1 IRS4 CCDC103 NMNAT2 CMTM8 SLC25A51 MFSD5 ANKHD1-EIF4EBP3 WEE1 HHEX PA2G4 EMC1 CEP57 BMP2K NPTN XRN2 DRD1 PBRM1 C1orf43 TCERG1 DDX3X TEF HSPE1 HERPUD1 B4GALT2 EPB41 TADA1 SMG1 SLC6A15 THUMPD2 DCAF13 HSP90AB1 TSC1 SLC7A3 TSC2 CREBRF HSPD1 CACNA1D NID1 ALG1 HEXA VGF RPS2 IFRD1 FRMD3 GPC3 TRIM3 GTF2A1 HMOX1 FOSL1 NDUFS1 NFX1 MAEL TRPM7 PRR7 ATP6V1H MBNL1 TOPORS ESR2 POLR1G NCL HMGA1 ALDH3B1 ATP6V1A FAM13B IPO7 FAXDC2 ZFYVE26 CHRM1 IPO4 IGF2R AMER1 NCOA6 HSD11B1L ADAMTS17 ADAMTS19 KLF11 PPM1A TAC1 ATP5MC1 DEPDC7 ADPRHL1 UBR5 ANXA6 IGF1R AP3M1 HSPA4 NAT10 CHD4 PNMA8A HS3ST3A1 FLT3 SLC12A5 SRFBP1 ATP5PB MICU1 FBL PPP1R9B SCFD2 DNAAF1 PRELID1 IQCG MTFP1 TBL1X UBIAD1 PTGES3 TBL1Y ADCY3 MRPL40 SLC36A1 AGO2 SNCB B3GALT6 ATP1B3 U2AF2 SYT3 SYT6 SLC26A10 ZNRF2 HOOK2 BDNF RIDA RAPGEF6 H2AZ1 BEX3 CHRNA7 PITX3 FOXO3 BCL7C SLC12A6 RARG STC2 POLH SUCLG2 EFNB1 POLA1 NUDT11 TAF6L NOP56 CGN SRP72 ENPP6 PFKFB3 HOXA11 AKAP12 AKAP10 TAGLN2 ARHGAP45 YBX1 ADGRB2 TXLNG HNRNPH3 IL1RAPL1 AGRP HNRNPH2 NKX2-2 TDRD1 NKX2-3 CEP83 BMP4 PLAG1 BMP2 RNF43 RSPO2 SMYD4 EN1 SMAD2 ALDH18A1 EN2 RALYL NOTCH1 FLVCR2 C15orf39 BMP7 UTP14A UQCC2 SLC25A37 BMP6 UVRAG CAMKK1 CAMKK2 WBP2 ANKRD17 ATAD3A CGREF1 ATAD3B C14orf132 ANKRD12 HHIP ADAM10 LTBR ATP6V1C1 HNRNPDL POGK ZC2HC1C GADD45G PSEN2 ADAM12 GADD45B POLR2H CA14 POLR2L USP2 GNPTG IKZF3 COL2A1 SET AP3D1 AATF HBP1 BCL9L BCAS3 PLBD1 DTNA SGK1 IPO13 TBX4 POGLUT1 ILF3 TMEM258 POLR3C STAT3 POLR3E POLR3D SEC11C MRPL27 GYG1 NEUROD1 ABCC4 RBM19 NLN NEUROD6 PAICS FGF19 SLC17A9 FGF14 MORF4L2 FGF11 SMC3 TRMO CBX6 CBX5 TBC1D15 SLC49A4 HOXC5 TFB2M DSCAM SCAMP3 SATB2 SOCS2 FOXRED2 SGO1 SLC25A33 NR0B2 SOCS5 CDKL5 TIMM8A RHBDD3 HNRNPA1 MACROD1 TIAL1 SNRPA MGME1 PRPS2 PRPS1 SLC38A5 SLC38A2 TFAP4 ONECUT1 ANAPC13 TCEAL7 COPZ1 ELK1 NAPA HOXA1 HOXA3 HOXA4 GAR1 PSMB3 DENND6A HOXA7 HOXA9 PCED1A RUNX2 LRFN4 EWSR1 MAFF ACY1 HOXB4 HOXB7 HOXB5 PLCG2 SPATA2L TAFA4 KCTD15 FPGS GET3 ABHD17B HPS5 UTY HPS3 KDM6A NR6A1 TIMM50 ASPHD1 JADE1 KCNQ5 CATSPERD MCM8 IGF2BP1 CSK SLCO5A1 RRP15 IGF2BP3 NOL6 C9orf85 SIGMAR1 RAMP2 SHOC1 MPP3 PIGW NOL8 SOX12 C20orf27 MCM2 NRXN1 LAP3 EIF4G1 ACVR2B C1QBP ATXN7L2 PSME3 SLC7A5P1 NUP62CL REXO2 SAMD12 CTSF TNFRSF21 UBE3D MINK1 TPM2 SNN NTMT1 UBXN1 ILF3-DT RASGRP2 SYBU ENO3 POU3F2 RTN4RL2 TNPO2 APEX1 NAA50 ERF TNXB B3GALT2 NDUFA7 AMPD2 GMFB KCNN4 RNF44 SLC17A2 SUMF1 YPEL5 GCANCTGNY_MYOD_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCANCTGNY_MYOD_Q6 PPP2R5B SCN3B VPS52 RORC DCAF1 AGBL5 TMBIM1 ADGRL3 MAP3K5 RUNDC1 MYOT USP54 GRIN2D LDLRAD3 TBPL1 MYH3 GRIN2A ZNF503 PROX1 PPP1CA DOC2A PHLDB3 CCDC148 TMEM178A HSD11B2 ZNF385A VSX2 DOC2B UNC13B PPP2R3A PABPC5 MTX1 CACNB1 CACNB2 CACNB3 MYO19 TOR1AIP1 RAB7A SOWAHA IL17B SLC29A4 LYL1 KLHL40 GIGYF2 ST3GAL5 SERF2 TSEN54 SPOP PPP4R3B UNC119 ZNF521 USF1 GGN OSR1 NKAIN2 KCNQ1DN WIPI1 RGS3 MLYCD HPCA PKP4 AP001372.2 WBP2NL RGS8 NEURL1 GFAP EZH2 FITM1 NBEA INSRR PHF21A HHATL ZBTB16 SNPH SMTNL2 ANP32A BRD4 WDR47 USP15 ATF7IP HYAL2 FCMR TAOK1 MMP15 ARHGEF12 COQ10A GAPDH BNIP2 EIF4A2 SERPINB7 C7 KCNIP3 BPTF NNAT EPB41L4A ZNF367 COL7A1 LRRTM3 PPP3CB NDUFA4L2 MPC2 PPP3CA SYNRG C1GALT1C1 UBE2O ACSM6 VEZF1 ETF1 TRIM23 OR2L13 MID2 DUSP4 MEF2D CDH13 NRAS ASIC2 BNC2 GSK3B MSS51 CDH10 LRP5 SLC8A3 LMO3 LMO4 GRIK3 NR2E1 CSNK2A2 PACSIN3 GALR1 MTUS1 PLEKHA6 ZNF593 BICDL1 STMN2 MAGI1 FMR1 RNF213 STIM1 YTHDF2 TACC1 LRAT EP300 SMARCA5 EDF1 TFAP2C SPATA8 VAMP1 SMARCA1 SPTB FGD2 COBL EDC4 CPSF7 TSPAN13 BMPR2 TFEB BEX2 SPINK5 SKP1 TDRKH AUTS2 ADRA2C ABCB9 PHACTR3 FSCN2 MYO1E NTN4 NR4A2 TEAD2 PARD3B CDKN1B CXCL14 FABP3 FBXO32 SCN8A HDAC9 E2F1 CLDN7 CLDN9 CELF3 CLDN3 CLSTN3 PNPLA2 AMMECR1 PAX1 LSR RNF19B BARX2 SPINT2 DCLK2 SNTB2 NRG1 RTL3 NBEAL1 SLC43A3 CNTN6 PCDH9 STXBP2 SHISA4 ARL5B CDK2AP1 KANSL1L KIF1B CA7 TBCC NRGN EDA CRLF1 EGLN1 LONRF3 RNF121 EHD1 SELPLG DALRD3 CD40LG TMC3 KLK4 BRINP1 ENOX1 KLK1 ISL1 CELF4 ID1 HIF3A EPOR MYLPF HMGN2 STAT5A FIG4 HIRA SOHLH2 MEGF10 ZFP91 CD47 PICALM ANKRD42 COL12A1 PELI2 PRMT3 MIR22HG EMX1 C2CD2L PKN1 LUC7L3 PPARGC1A TGIF1 PPARGC1B VEGFB LHFPL2 DENND1B KRT19 RBM15B STT3A NDNF PRDM1 PNMA1 RBP5 DCAF17 MFNG CLCN3 CDK5R2 CDK2AP2 GNL3LP1 CD72 OTP EPHB2 LHX1 DMD LHX3 IDH2 KRT2 UBE2K PLAGL2 NR1H3 CNKSR2 GPR158 AKTIP KMT2A ABR CRIP2 CIDEB LYPD1 METTL7B MFSD13A NTRK3 FBLIM1 ATP2A2 SUPT16H GRK6 RIT2 GRK5 TCF12 RAB5B MYO7A ATP5F1B TAS1R1 GJA4 GJA5 VWA5A DOK7 SLC24A3 RAB6A TUBB4A RBBP7 SOAT1 DACT1 C9orf139 ADK RIN1 RAB3A YWHAZ FUT8 FAM107B TPCN1 FNDC7 CSDE1 PEG10 ETV1 TIGAR MLLT6 BAZ2A EIF4ENIF1 SPEM1 PNLIPRP2 LRRN3 NLGN2 AP4S1 YWHAE SZT2 FYN SVIL PPP1R17 LRRN1 NHLH2 APBB2 NHLH1 SLC22A17 PDGFB TUFT1 SKIDA1 RASGEF1B RASGEF1A CASK PRKCB TRIM46 GATA1 PRKACG GATA2 DMXL1 WNT3 GATA3 ZMIZ1 VEGFA ATOH8 ROBO3 WNT6 GPD1L TTLL6 CASKIN2 TMEM109 FA2H ZFHX3 SHISA7 NPEPPS NEBL TNKS2 IGSF8 ZMYM2 SLC37A1 TMTC2 SPCS1 STX5 HSPA9 FGFR1 KNCN CNIH2 NSG2 ITGB4 CSMD3 RRAGC UBE2D3 SSX2IP NOVA1 TUG1 CSF1R EEF1A1 SLCO4C1 GABRA3 LIMA1 ITGA2 TRIR SREBF2 FOXP2 PLEKHA4 SLC25A10 ITGA7 LTB4R2 CYFIP2 RFX1 CHRD MPRIP GRB7 CADM2 AARS2 MYPN IGFBP6 PRKAG2 CBFA2T3 RUNX1T1 SDHAF2 FOS DGCR2 PCBP4 ADAMTSL2 GPR162 KIRREL2 TSC22D3 PLEKHH3 MYCT1 LEF1 PRKCG MRPS6 KRTCAP2 ARHGAP24 ALK EML5 EYA1 ITGB1BP2 RBM47 NAPEPLD SEZ6 DNAJC17 CAMK1D MORC4 ERRFI1 CLVS1 IL34 RSBN1 NGF TRIB1 RPA3 PLPPR1 CNFN MPPED2 RTP1 TGM1 POU2F1 NEFH GFI1 L3MBTL2 MAP1A KAZALD1 C11orf87 CUEDC1 SH3BP1 IGFBP3 POFUT1 IGFBP5 SLC9A9 SLC9A7 AARSD1 JAKMIP2 MASP1 DBNDD1 DNHD1 CITED2 GNG8 MAGED1 OGFOD2 PTPRJ PTPRK WNT10A ROCK1 ZBTB25 RXRG SLF2 PCM1 RPS18 ADAMTS8 ZBTB18 SURF4 SMPX TGIF2 MYO18A ADAMTS5 NAGLU HLA-DRB1 ERBB3 POMZP3 KCNJ2 MANSC1 HESX1 HCRTR1 NECTIN4 MUSK HLA-DRB4 HLA-DRB5 CDC42EP3 GIT1 ODC1 DNMT3A GPD1 DVL3 TCF7 ZEB1 KLF12 KLF13 PCDH12 PCDH15 ZSCAN25 TNNI1 TNNI2 MLLT11 SHOX2 SYNE1 WWC1 RAPSN UNC45B HEBP1 SYTL2 MAP7 FCGBP CHRNE SYTL1 SOBP TRPV1 XIRP1 CCNE2 CAMKV SPG21 GUCY1A1 ANGPT1 SLC44A2 MYC ACAP1 SRPK2 ACTA1 ARMC8 ERP27 ARHGEF6 FAM189B TNMD JPT1 PPP4R4 GPR37L1 MXD4 C22orf31 SQLE CCND2 ZMYND8 AICDA GNB3 KCNH2 RASD2 NEXN-AS1 REPS2 GPR62 HSD3B7 RTKN CCL27 PCSK2 GPHN CCL20 PDE1A SPATC1L MT1E SLC4A8 PER1 PCSK4 HSD17B8 SIM2 FLRT3 DNM3 ZMYM4 SAMD10 KRT25 ELAVL2 L1CAM ELAVL3 ELAVL4 SOST IQSEC1 PLN RASSF2 IQCD GFRA1 TAPBPL HTR2C TRIT1 RETNLB XPO1 TNNC2 SLC7A8 RRAD TNFSF13 JAG1 ANK1 ANK2 PSIP1 ERLIN2 GSTT4 KCND2 TAZ DLL3 ALPK2 DLL1 HDAC11 HES6 ACTN3 SIX6 DDIT4 NCAM1 HHEX HSPB6 DLL4 BRSK2 GPR52 KLHL41 ARFGEF1 FCRLB PAM PBRM1 FGR RHBDF2 SIPA1 LCN9 CCDC177 CRCT1 MCHR1 VDR CRB1 KLHDC7A OVOL1 TEF NADK2 RPL4 IMMP1L TEC SLC6A14 LVRN NEUROG2 CACNA2D3 LCE5A HSP90AB1 POLD4 PDE7A ARL4C HIVEP3 MYH13 PCSK1N XPO7 MYH10 NDST4 FOSL2 LARP1B SYNGR1 PROSER3 ZNF205 FRMD4A DES GGNBP2 DLG2 HMGN2P46 NUP88 TUBB2B ARID5A PRR7 MBNL2 MBNL1 PURA FAM53C ADRB1 RBM26 ACVR1 IRX4 DPF3 IRX5 VPREB1 CABP1 LRMDA PPM1A TAC4 ALDH1A1 PRDM13 IGF1R ANXA8 C1QTNF2 MYCBP NEDD4L HSPA5 COL8A1 TMEM184A COL4A4 COL4A3 DCHS2 WBP1L SLC12A5 DPYSL5 LEP CADPS SCFD1 SPEG HEYL ZRANB1 SH3BGRL3 TBL1X TBL1Y MRPL40 MLIP ATP1B1 DST S100A8 SYT4 EFNA1 ADCY6 AQP5 SYT6 TSPAN9 CD2AP BDNF GAB2 NKX6-2 RARA BCL7A FAM71F1 EIF2B3 OXR1 KIF13B DEPTOR DAB2IP STRN3 PIM2 PREX2 AP5M1 PCF11 PGM5 TRAPPC13 ENPP5 TDRD5 CRELD1 ASB14 MYT1 ASB15 ADGRB2 TXLNG SLC44A1 FCER1A TRPC4 LGALS1 TREX2 METTL8 MYOZ3 MCAM RALYL NOTCH1 LAMA5 PYY RPAIN CHRNB1 ANGPTL7 BMP6 KIF7 ZMAT3 ZNF710 CAMKK1 RABAC1 ANKRD17 CTAGE4 NR2F2 PCGF1 ADAM11 FCRLA SLC25A5 LINC01567 CLC SLIT2 HNRNPDL YPEL4 PSEN1 SGCG MED8 CDC42SE1 MOSPD1 ADAM12 SLC27A2 YPEL1 USP2 FRMD6 IKZF2 NDUFAF3 PDAP1 CLDN15 CYLD FNDC5 RADIL DDIT4L BCAS3 BCAS4 THBS3 FZD9 RNF220 CYTH3 IPO13 MYOM3 ATP1A3 ITPR3 EXOC5 TJP1 COL19A1 DRP2 RBFOX1 NEUROD1 CALM3 NEUROD6 TJAP1 CALM1 APOBEC2 LORICRIN WNK2 HJV FGF17 WDR25 LMAN2L MORF4L2 FGF11 FGF13 FGF12 DMPK KMT2E STARD5 SLC25A41 NEGR1 COL22A1 NOL9 TNFRSF17 ELL3 TRERF1 PKD2L1 WDR81 NUMBL ARHGAP36 LRRC3B HOXD3 LNX1 SYT17 TFAP4 SOX2 AK9 SOX5 HDGF CCDC85B IRF4 CYSTM1 KCNS3 RASAL1 PPP1R16B HOXA2 HOXA3 GMIP HOXA5 HOXA7 SFTPC SLC30A3 SKIL RUNX1 LRFN5 AXIN2 RNF13 MSANTD2 RYK RAB33A BEST3 LURAP1L PRICKLE1 CPNE1 GPR173 OPCML TACR1 SULT2B1 JADE1 KCNQ5 PLCB3 PPM1J PTH1R PSMD3 SOX15 SV2A PPP1R14C ARHGAP8 KCNQ1 NKX2-1 ELP4 CLIP1 NOL4 EGR2 NRXN2 P3H3 MPP2 NRXN3 SOX14 PIGW LDB1 LDB3 INHA EIF4G2 PSD ATXN7L2 NRK PTCHD1 CTSG ZACN TNFRSF21 LINC00472 NDUFB8 CDC73 TPM2 RGS12 MYBPH KRT8 LINC01565 ENO3 TNFRSF19 BAHD1 THPO ACTB NDUFA4 ERF PLPP7 B3GALT2 RUFY1 SMAP2 TPMT GRHL3 KCNN3 KCNN2 TGCCAAR_NF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGCCAAR_NF1_Q6 SLC9A9 KCNE5 ESRP1 MEF2A KIF24 LTBP2 PPP2R5B HNRNPF SAMM50 SYNCRIP H1-10 RORA AMOTL1 AMOTL2 CITED2 ACTG2 OGN CYRIA MYOT AQP11 FAP PPP1R2B PSMA8 SMOX TIGD4 MIR600HG PDHA1 PPTC7 PLS3 VNN2 LRRC8A RAB27A H1-0 WNT10A PHOX2B TENT5A C4A MYH1 RCOR2 C4B KLHL32 CRYAB MYH3 LRRC2 CCNY MYH2 LIFR OLFML2A MYH4 COLEC12 C3orf36 PROX1 MYH8 CTNNA3 MARK2 SPAG9 SSTR3 AGAP2 ROR1 PPP2R5E EMCN ERBB2 CACNB2 NDUFA13 CACNB3 KY ADCYAP1 ATP6V0C ARIH1 NPHP4 MUSK NECTIN1 CTDNEP1 HNF1A TCF4 CDC42EP3 PPP2R2C C9orf24 SPOP PHYHIPL GPD1 KLF12 ESRRG HGF NXF1 LINC00314 TNNI1 DCSTAMP KCNK3 EMILIN1 OSR1 SHOX2 CYP17A1 TRPS1 CMYA5 MFF SYTL2 PRR34 MAB21L1 MAB21L2 SOBP ZNFX1 GFAP BACH2 FOXA2 ELF4 MAST4 GPLD1 ISG15 NAP1L3 YBX2 MECOM PBXIP1 MAPT ZNF654 ANP32A SMTNL2 WDR47 KCNT2 GHR FMNL1 ZDHHC1 GIP ACO1 ARMC8 ANP32D PGAP1 ARHGEF6 MGAT4C TSSK6 ARHGEF12 SYT9 SERPINB5 CLIC5 MINDY2 INHBC ZMYND8 SRGAP2 FMOD BPTF EVA1C ABHD5 NNAT PDRG1 CIPC PID1 HPSE2 DGKD LRRTM3 PDE1A PER2 MPC2 PER3 SERPINB13 HTR3B ZNF267 FLRT3 FLRT1 MB21D2 MAT2A CS LMNA SPIN1 PDZRN4 CFAP53 RPS6KA5 ASIC1 RLF ZCCHC3 DUSP4 P2RY10 DUSP2 IQSEC1 BNC2 BNC1 ZNF462 MSS51 HTR2C HPGD CDH10 RALY CD55 RETNLB STK33 JDP2 SIK1 IL16 LARP4 MAP3K20 TMEM192 LMO3 BTRC LMO4 IL19 TGFB3 RRAD HLX ZIC2 CHAD EIF4EBP3 TCAIM APOA2 CDKN2C AAK1 RGN SLCO1C1 PUM2 LGALSL FRS2 CHAT GPR183 SCRT2 PABPN1 KRT76 PLEKHA6 ANKFN1 IRS2 NCALD STMN4 RNF213 SIX2 STIM1 CHODL TMSB10 ZNF711 EIF1AD IRS1 BICD1 DDIT3 TAOK3 DDIT4 NCAM1 COPG2 ARRB2 NAA60 VSNL1 HSPB2 RNF139 VAMP2 HSPB3 SMARCA2 LRRK1 XDH CCL3 ABCA9 PAFAH2 RHBDL3 MDGA2 PTK7 PIGP PAG1 TIMP3 C2CD6 GMPPB GPR22 PTK2 UGGT1 ZNF821 MEIS2 GPR21 P2RY4 ZEB2 APOC4 C12orf65 HCN1 RC3H2 RAB8B LINC01106 SLC6A11 KCNB2 MET C6orf223 CACNA2D3 R3HDML ABCB6 LCN2 ARL14EP B3GAT3 CXCL14 PNRC2 EBF2 DSG1 ZIC5 FABP3 MYH13 PMP2 DNAJB4 CACNA1D NDST2 HR CCDC78 SYNGR1 RBSN PAX2 SPRY4 PEX7 RNF144B WARS1 CCN5 VWA1 TRIM8 FAM180A OPN1LW DLG3 LRRFIP2 DLG2 WNK1 RTN4IP1 ESR1 BCORP1 CDK6 PCDH7 CDK2AP1 MBNL1 HMGA2 SLC9A3R1 KANSL1L DDO TSPAN6 DHRS3 ADRB2 PPM1D FAM13B CXCL17 KRT83 TSPAN7 PATL1 SNX10 ACVR1 ABLIM2 IRX6 IRX5 HS3ST4 OR52J3 NR3C2 NFYB IVNS1ABP PIPOX ECI1 UBE2R2 DCT PRDM13 SKAP1 SLC35B1 C1QTNF3 NUDT8 C1QTNF1 SEPTIN14 FAM91A1 FEZF2 CD4 CHD6 NFATC2 VEGFD COL4A4 WBP1L NOX3 COL4A3 DCHS2 PLP1 WDTC1 GNAO1 ADARB2 FLT4 BRINP1 GDPD2 PPP1R9B PRR14L TARS3 ID3 SH3BGRL3 MESP1 DMBT1 MRPL40 ADCY1 DST HMGN2 GDF1 MSTN SYT4 AQP9 EDN1 MORF4 HIRA PTPN21 POSTN BBOX1 KIF13A CHMP2B REG3G BDNF DDX17 GOT1 STAC GAB2 LIN28A GRID2 RAPGEF4 RARA RARB IFNK PI16 PITX1 KIF13B PI15 PITX2 MIR22HG RPP21 SLC35G2 NUDT10 NAV3 PRELP FAM53B PRDM8 SRPX2 KRT17 TBRG1 PPP6R3 PRDM2 ADD3 RBP4 GCNT2 PTCH1 ENPP2 CSRNP1 OTP EPHB2 AHSG YBX1 QRSL1 TPI1 AP1AR LAMB2 STX18 DMD HOXA10 IDH2 FAM120C OLFM1 COLCA1 TLCD3B KLF7 OSBPL7 LYPD1 C2orf73 PLXNA2 ARFIP1 AGER UBP1 GNAT2 EPHA3 KRT8P41 NTRK3 DLX3 EPHA5 SEMA6A FBLIM1 DLX1 SFRP2 ATP2A3 SUPT16H RIT1 AGR2 KLF1 CLCN5 NRP2 RBM14 MYBPC1 SLC15A2 RAB5C CPEB4 MITF PPARG SORBS2 CAMKK1 GJA3 ANKRD12 HHIP VPS13B MIER3 LMOD3 THRSP PCGF1 NR2F1 AGPAT1 CCN1 FAM133A APTX PRPF39 ARTN CLC SOAT1 SLIT3 IGSF22 PROK2 ILRUN DACT1 H6PD SLC26A7 SLC26A9 RIN2 MTAP TOMM22 ADAM12 NEMF SDCCAG8 FAM110D FAM107B FUT7 FAM124A MFSD2A LANCL1 TPI1P2 IKZF2 EHF CLDN10 XKRX KIT MIP CYLD FRMD5 LIN54 CD2BP2 DTNB FOXN3 BCL6 TLX3 KIF21A ETV5 BCAS4 ETV4 ETV3 EIF4ENIF1 SPEM1 RRBP1 NLGN3 GJB6 FZD4 STAT3 CPXM2 ABRA TOM1L2 RBFOX1 ATP6V1E2 PLPP5 NEUROD2 CALM3 DRC3 MCU C1orf122 CALM2 CALM1 SLC22A17 GRPEL2 SKIDA1 CBX4 RINT1 CNP GDAP1L1 KLHL2 TLR8 ROBO1 RBMS2 PRKACA WDPCP MIR137HG MAGEL2 PHYHIP TMEM109 CHMP1B PLXNB1 LINC01559 RAI14 DCLK1 RNF183 FGF21 ST6GALNAC5 MOXD1 WDR81 TIMM8A NUMBL MAP4K3 PTHLH MAP4K5 HOXD8 IGSF1 ZMYM2 NALCN OPHN1 SLITRK6 AKAP4 MVP MAP3K15 TXLNGY SLC38A4 PLXNC1 PODN MYL2 MYL3 RMND5A PAQR6 SOX4 DSCAML1 NAPB ST8SIA2 SRF CACNA1C HOXA2 MTCH2 ALB PELP1 HECTD2 TMEM86B NDRG2 AXIN2 THAP11 HECTD1 LRRN4CL GABRA6 CPNE6 CKAP4 FOXP2 SLC25A35 OMD HOXB1 PSMC5 NEDD4 ITGA7 CERS1 CPNE1 PHEX DNAL4 C6orf62 SLC5A3 PRKAG3 GPR173 PRKAG1 IRAG1 IGFBP6 GSX1 CBFA2T2 RUNX1T1 CRX BZW2 RANGRF JADE1 ARHGAP6 KCNQ4 RANBP9 CRTC2 PCBP4 CAVIN2 SIAH3 POU4F1 ESAM ITIH2 PLCB1 RRP15 FTSJ3 MKS1 EGR2 GSC CYP11A1 CNTNAP4 G3BP2 LEF1 UBE2H PEX5L UGT1A1 EIF4G1 TMEM71 ARCN1 NRK HAGHL PREPL SAMD12 LINC00472 SUPT3H PRSS35 CALD1 NANOS1 TTC39B IFT43 NFIX PALMD ELP5 BMERB1 CCDC116 TPM3 CALCA SUDS3 PSMF1 MOAP1 UBXN1 POU2F1 CAMKMT TGM4 TGM5 CNN1 SCAF11 KRT4 C11orf1 HRC TNPO3 ERG HPN IL2RA MED27 B3GALT2 MAP1A OR11L1 PAPLN SCOC UBL4A TSLP ARL4D SP1 MED13 TMEM126B SP6 PRR16 MPL CUEDC1 CRK NFIA LINC01931 NFIB TGGAAA_NFAT_Q4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGGAAA_NFAT_Q4_01 MEF2C AJUBA GDA SCN3A RORC SYNCRIP RORA AMOTL1 PSMC3IP DHX37 BTBD3 MAP3K8 FOXF2 ZNF396 PSMA8 OGT NSUN6 TMEFF1 SCN2B KATNAL2 BARHL1 LRRC2 AIG1 TMEM97 EOMES BSN BTBD9 CAVIN1 AC141586.1 ZNF384 CCDC148 HSD11B1 CYB5D1 ZNF385A DOC2B QRFP HSD17B12 CACNB1 NFKBIA CACNB2 CACNB3 MYO19 ZBTB37 PFN2 ARIH2 HTRA4 SPP2 SPP1 TECTA KMT5B ESRRB WDR27 ESRRG ACACA GAS2 GAS7 SFMBT1 GNGT2 RGS1 ARHGAP44 RGS2 RGS3 PKP3 PKP4 TSGA10 DHX40 CEP41 MECOM TYR SMTNL2 ANP32A USP12 FOXB1 FNDC9 EGFL6 CACNG2 MMP14 ARHGEF12 ELMO1 ZNF296 ALYREF USP25 PTOV1 FMOD FIBIN ECEL1 ABHD5 NNAT OFCC1 KLHL9 IL7R AMPH ARL6IP5 CCDC140 SERPINB10 USP36 SYNRG SNAP25 USP32 FOXD3 USP40 CSNK2B IGF1 TRIM25 ANKHD1 APMAP MID2 NRAS CNTF GLA SDHC BNC2 JADE2 LRP6 DUSP7 FOXE3 LRP5 MTSS1 JDP2 EIF3J IL16 CCIN TGFB3 IL13 RGL2 IL11 TGFB2 PACSIN3 EIF3D S1PR2 LGALSL TASOR BAIAP3 FMR1 LRRC75A NRDC SLC44A3 ZNF711 HLA-B IL21 IL22 IL11RA TACC2 CDIN1 MIB1 RNF133 HIF1A GABRR1 CNIH4 SPATA8 SMARCA2 FBXO11 ADAMTSL1 CCL2 ADAMTSL3 TFE3 BMPR2 PTK7 CCL5 CCL4 ISYNA1 FBXW7 EHBP1 CSAD TSSK3 TFDP2 AUTS2 KRIT1 MYO1C MYO1E GRIN1 ACMSD HDAC4 CDKN1A MARCHF5 RNF152 HDAC6 IMPA2 E2F3 CELF3 PAX6 CAD PAX3 SDC4 PAX1 WARS1 VWA1 GRWD1 DCLK2 VPS11 NRG1 RTL3 EVA1A SSBP2 RBM12B STXBP1 SPINT1 CD82 TRDN PLEKHN1 TSPAN5 HOXC11 FAM122C TBCD UBD CTDSPL2 JMJD1C WASL SNX12 SNX15 OSTN APLP2 GADL1 RNF128 SCNN1A EHD4 KAT14 GSTA4 LINC02873 TMEM163 TMPRSS11F SNX25 MFSD14A TMC1 ENOX1 VPS37B THOC6 UTP18 RCN3 FAM117A DCUN1D4 IL6ST FST SOHLH2 DDX17 APOD WWP2 OR6C3 SEMA7A NT5C2 ANKRD42 PELI2 TSPAN2 APOM WWOX MIR22HG EMX1 SCN2A GPR135 GLDN DCUN1D3 DCTN4 VEGFB VEGFC COLQ KRT17 NOB1 KRT14 OMA1 HAS2 MDH1 BLCAP IQCB1 DEAF1 ZC3H10 PTCH1 CRIPT CD72 MYO9A CD74 TAL1 PPAN ZNF675 VRK1 CD68 A1CF STX16 MAML3 SLC43A2 AMD1 OR2C1 PLAGL2 SASH1 AEBP2 GPR158 AKTIP ABR LINC00898 TP53BP1 MAML2 GPR150 TUBB6 TNKS1BP1 FOXG1 SEMA6A NR1I3 DLX1 SEMA6D SUPT16H TMEM117 PCDHA6 RBM14 GREB1 CPEB3 CPEB4 SENP8 SPINK5 PTGES CHST11 SEMA3A VPS13B ATP5PD CCNI CCNC ARRDC4 ARRDC3 TSEN34 MBOAT7 AMBN ADAMTSL4 SENP1 ADM SLC26A7 HDDC3 HAO2 SEMA4C SEMA4D TCTN3 STEAP2 LIMS1 THAP9 CACUL1 FAM107B STX4 UHMK1 ZFP36L1 NR1D1 XBP1 BCL11A CDK17 RASSF8 GABPB2 SKA2 FYB1 CEP70 JARID2 LRRN3 DLGAP4 GRIA3 MEOX2 SLC16A6 MCU PDGFB GABRB3 KERA SKIDA1 SMC1A ACKR3 RASGEF1A MMP3 TRIM46 WNT1 WNT4 SLC16A1 WNT3 MCOLN3 FHDC1 ZMIZ1 VEGFA RBMS2 RBMS3 CCDC141 TUB CFAP57 NRN1L DCLK1 BCAP31 TRIM37 GDPD5 CADM1 LSAMP IGSF3 OPHN1 EMP1 GAL3ST3 IL22RA1 CNIH2 NSG2 GREM1 TAGAP QTRT2 CCDC18 FN1 ARHGAP29 ATXN7L1 GABRA6 BMX FOXP3 FOXP1 KCTD6 FOXP2 SLC25A12 OMD SLC25A13 NEDD4 SPTBN1 C15orf54 ANTXR1 CORT PDCD6 AIFM1 CADM2 UBE2E1 ARHGAP18 ZZEF1 PDCD4 DDR2 RUNX1T1 FOS ARHGAP20 BOK PCBP2 SHC1 ITIH3 KIRREL2 TSC22D3 KIRREL3 BRCA2 SBF2 MRPS6 NRIP2 EML4 CD86 REEP6 SERINC5 NREP ITGB1BP2 PNKD CNTD1 CKS1B PPP4R2 TNF CAMK2G UBALD2 IFT43 CD27 TNFRSF8 CLVS1 C1S NUAK2 TRIB2 RPA3 PLPPR1 C2orf16 UBQLNL CDK11A POU2F3 CDK11B TNS1 HS6ST3 NFAT5 GPR101 HS6ST2 IL2RG GFI1 BRINP3 GPR107 RFTN2 GPR119 ZNF827 NUP155 UBL3 MED13 SULF1 BABAM2 JPT2 TRPC4AP TMEM126B ARAP3 CUEDC1 RNF182 KBTBD12 AARSD1 SLC9A7 LTBP1 LTBP2 LINC00671 RPL13 LSM6 RABGAP1L CYP2D6 STOML2 FAM241A C4orf36 ACBD3 FLI1 BHLHE22 BHLHE40 YARS1 TENT5A BCL2L14 CLCA3P RCOR1 MDFIC PTPRO SPAG9 SPAG6 ARMCX6 ZNF436-AS1 MIR9-1HG PRRT1 RIPOR2 YME1L1 VGLL4 FCHSD1 ADAMTS2 ETNK2 ADAMTS4 IBSP PPT2 MTIF2 HESX1 NPHP4 IL23A NECTIN1 CDC42EP3 NECAP1 C9orf24 IL23R KLF12 KLF13 MAP2K3 IL1RN NIM1K C21orf91 KLF14 HGF FXR2 LINC00314 LRRC6 IPCEF1 TRPS1 SYTL4 MAP7 RIBC1 GPR85 TRPV1 HCAR1 GLRA2 CCDC71 LTC4S TMBIM6 FBXL19 CAMKV SMPDL3A ESYT2 FBXL14 SIK2 LAG3 ACAP1 ZNF644 SRPK2 ARHGEF2 AGBL1 ACO1 KIAA0586 FLNC PPP4R4 OTUD7B C22orf31 RPL41 GNAQ GUCY1B1 GNAS ZNF485 TBC1D8 C21orf62 CREM FHL3 FHL5 ITM2C CCL28 ADGRV1 PER2 RAB11A FLRT3 CAPN6 TMPRSS2 PAK1IP1 ACLY ANKRD36B CFAP53 RPS6KA3 PCMTD1 SELENOI REPIN1 XPO1 CNOT8 HMGCR IQGAP3 ZIC1 ZIC2 EBNA1BP2 DAB2 DAB1 PGRMC2 FFAR2 GPR42 FFAR3 ZNF445 KMT2A BPIFA1 GNB1L CPLANE2 TAZ SIX3 ALPK2 CMTM6 ARID1B VAX1 SIX6 ANKHD1-EIF4EBP3 BMP2K ZNF431 KLHL41 ZNF436 LRATD2 ZNF430 SIPA1 EXTL2 RCAN1 GPR22 ZEB2 ZNF429 ANGPTL1 ANGPTL2 TEC DIS3L2 B4GALT5 HCN1 XPOT AFF3 MRC2 DOCK9 IDH3B RPL23A UCKL1 NSD2 CRAT SHANK2 DOCK3 DOCK4 GPAT3 ZIC4 ZIC5 GPER1 NDST4 ARID4A APOLD1 DICER1 ALG6 IFRD1 DES PEX1 KRTAP11-1 ZNF407 RHOA ZFAT RHOB YAP1 POLG2 WNK1 CABLES1 IP6K2 ACKR4 TRPM3 DDC LDHAL6B MAN1A2 LIMK2 OTX1 ESR1 CDK8 CDK9 CDK6 MAN1A1 HMGA2 PDP1 ATP6V1F ATP6V1A PPM1D NCOA3 DEF6 WRAP53 ADAMTS17 MAB21L3 ADAMTS14 KLF11 NR3C2 TAC1 TSHB PPM1B ATP5MC1 NR3C1 DCN TAC4 NAALADL2 CDH5 ESPN CDH6 UBR5 INPP5F CCDC14 DCHS2 GNAO1 NCDN LGSN CEP120 SRFBP1 COTL1 MAN1C1 LINC02880 LEP RDH11 ACE2 SH3BGRL2 TBL1X TBL1Y MLIP ADCY4 ATP1B1 ADCY2 ATP1B3 S100A8 DNAH12 ATP1B4 PDLIM3 AQP4 INO80D FUZ AQP2 NONO BDNF RAPGEF6 BEX3 C6orf136 STRIP1 TWIST1 LCA5 EFNB3 STRN3 DNHD1 CRISP1 PIM1 HCFC1R1 TMEM164 PRPF38B PIM2 MIDEAS ZFHX3 PRELP PCF11 HTR7 PDGFRA ADD3 HS3ST3B1 CNIH1 HOXA13 HOXA11 TMEM187 PDLIM5 ASB11 LIF HOXA10 FCER1G FAM120C HNRNPH3 HNRNPH2 GAD1 IL1RAPL1 PLAG1 BMP4 BMP2 RNF43 LGALS1 ANKMY2 SMAD5 LRRFIP1 C2orf73 EIF4H RALYL PYM1 KRT8P41 ABRAXAS2 FLVCR2 FAM43B CHRNB3 UTP14A ANGPTL7 BMP5 PDZD2 BMP6 CCNT2 GYPC DIS3L COPS3 SLC16A11 MITF TBX20 NFKB2 WBP4 WBP1 LRP2BP TNFRSF11B VAC14 HHATL CCN1 SLIT3 NTM-AS1 MOSPD2 SLC27A3 ADAM12 GADD45B SRCAP GADD45A CAB39L FRMD6 USP2 USP5 IKZF2 STARD10 COL2A1 XKRX ATP6V1G1 POLR2C STARD13 C8orf82 AP3D1 FASTKD2 MICU2 IL18R1 NOS1 SGK1 PTPRZ1 DLG2 ATP1A2 MAPK10 CISH ITPR1 RBFOX1 STN1 C1orf122 TJP2 KCNJ5 TOB2 TJAP1 PYGB BCAR3 CALM1 APOBEC2 TRARG1 FGF14 FGF17 FGF16 CSPG4 FGF10 WNK4 FGF13 FGF12 HDHD3 KLHL4 CALB1 VCAN FAM81A TIAM1 HOXC4 HOXC5 RNF38 LOX TFAP2D SLC4A3 SCAMP1 SATB2 SH2B3 SOCS2 FUT11 KIAA0825 TRERF1 WDR81 SLITRK1 SLITRK3 HOXD8 CPE HOXD3 FCRL2 HOXD4 SLITRK5 RNF19A CCDC171 SLC38A2 TFAP4 MYL3 COPZ1 NINJ2 ANAPC11 ENSA FTH1 SRC HOXA1 HOXA2 HOXA3 GMIP HOXA4 HOXA5 CNR1 HOXA7 SFTPD HOXA9 RUNX1 SMIM43 KIRREL3-AS3 SLC30A7 LPL MAFF DMP1 HOXB4 HOXB1 HOXB2 LURAP1L HOXB7 DIO2 GLS TMEM37 HOXB6 TAFA1 BMI1 PNLIP SMC2 C9orf72 SOX21 OPCML NR6A1 PRRX1 SLA TMEM62 BZW2 VN1R3 ARHGAP6 SLN PIGF SLK FLJ40288 GSN PAK3 ARHGEF25 PIGB ACYP2 CNTNAP2 LTF ARHGAP8 AKT3 RABL6 SOX10 NOL4 EGR2 NXNL2 KHDRBS2 SOX14 SOX11 PIGW CILP RASL12 PIGN SACM1L LAP3 EIF4G1 ATXN10 TEDC1 CALCR CALD1 SIAE CTNND2 CTNND1 NFIX PCDHGC3 TNFRSF1A TNFRSF1B CTAG2 N4BP1 CYP26B1 POU3F4 TNFRSF19 POU3F3 CNN1 TNPO1 NAA50 DOCK8-AS1 TNXB MED26 PLAC1 PTPRA TTLL7 GRHL3 MTMR11 RTL10 ANXA10 SP1 DCDC1 CRK NFIA NFIB RNF41 LDHB CTHRC1 HNRNPF ARMCX4 PPP2R5D HNRNPD PGAM1 REST PLEC CUL3 EPC1 CDH20 AGTR2 RUNDC1 RND2 STAG1 MYH1 RREB1 MYH2 MECP2 ZNF502 F9 MYH8 RETN SSTR5 MAPK6 MAPK4 ZNF768 PPP2R5E PDXDC2P-NPIPB14P PMP22 PPP2R3A RAD23A MTX2 MTX1 CHCHD7 SERPINH1 RAB7A TBC1D8B IL17B SPATS2 INS IL25 IL17F GIGYF2 ZNF124 FGL1 SREK1 NTF3 MOBP ZNF521 COL16A1 SERPINI1 EMILIN3 SERPINI2 KRTAP4-1 WBP2NL SMURF2 AREG MAB21L1 MAB21L2 RERE FGF6 NEURL1 FGF8 FGF7 ELF4 ZNF532 ELF5 FAHD1 ISG15 ALKBH6 INSRR RILPL2 PHF21A STAC2 SRPX MC5R WFIKKN2 GFOD1 RAP2B HYAL2 RAP2C ZNF547 HYAL3 PAMR1 SEPTIN4 TP53 ZNF143 ZNF138 INHBA KSR2 SSTR5-AS1 SERPINB7 WNT9B SORT1 IL12B PHLDB1 MAGIX UBASH3B ABI3 PID1 LRRTM4 LRRTM3 LRRTM1 SERPINC1 WAC C1GALT1C1 PRSS12 UBE2O IL4 ZNF563 PDK2 UPF2 IL6 IL5 PDK3 MYF5 IL9 PDK4 NTNG2 ASIC2 CDH16 LYG2 CFAP161 SFPQ PTP4A2 SERPIND1 UBE2U IL2 RALY LIX1L LMO2 LMO3 LMO4 CXCL10 IL17RB PVALB SND1 ZFP2 SYNC POU2AF1 ZNF593 BICDL1 STMN2 RELA CHODL MGP CCDC6 CCDC3 ZNF516-DT VAMP8 PRCC TFAP2B VAMP5 VAMP3 STMN1 HIGD1A EDC4 PHKA1 FCAMR STIP1 MEIS1 ALS2CL DNAJA1 KRTAP17-1 PCDHA11 ZNF800 EGF PCDHA13 GABRQ FGD4 GABRE RAB8B PHACTR3 LINC02363 SYT10 NEK10 NR4A2 TEAD1 NR4A1 NR4A3 ABCB7 HSPA4L DNAJB7 ATP5MD DSG3 EBF2 FABP2 ABL1 TMEM108 IER3 MXRA8 RAI2 HIGD1B SPRY2 SPRY1 SLC43A1 PPP2R1B PTGER1 PTGER2 CNTN5 PCDH8 HEPACAM KANK4 ARL5A DHRS3 CYB5D2 S100PBP MCC ANKRD35 EPN1 EDA GDAP1 UPP2 JAKMIP1 HS1BP3 HIC2 COL27A1 LSM12 GPSM2 NFATC4 NFATC2 NFATC1 CD40LG EXO1 EBP FASLG DPH1 HNRNPC C1orf21 SCRN3 RBM48 XPNPEP1 CELF4 XPNPEP2 ID2 GDF10 CTTNBP2NL TECR EBF1 ID4 HMGN3 LUZP1 SLC35A2 ATP2B1 ATP2B4 PICALM IFNG COL12A1 ZFAND3 AL162293.1 UQCRFS1 GTPBP1 ATRNL1 VANGL1 FANCB C2CD2L PPARGC1A TGIF1 FAM155B MTF1 ATP2C1 CXCR5 PRDM1 EXT1 DBN1 LLCFC1 CLCN3 CLCN2 FARS2 MME GNL3LP1 VIT TAB2 CALU LHX1 DMD HAUS3 BCOR KLF5 KLF7 KLF8 GKN2 RESF1 TM2D2 RNF6 ATP2A2 ETS1 TCTA NTRK1 ETS2 RIT1 GRK5 TCF12 MARCKSL1 PPARA PIK3IP1 KCNJ10 KCNIP2 KCNJ14 KCNJ13 EFHD1 GPX1 HSPH1 PPM1K CCDC91 MTBP RAB6A AGPAT4 ICAM1 TYMP PRG4 RBBP7 SOAT1 ATXN1 PROK2 GRM3 BLMH GRM8 RIN2 RIN1 CHL1 PPFIA2 DHH PRF1 FOXO4 ZBTB10 FUT7 RCC2 ZDHHC18 PSME3IP1 DIDO1 DAW1 LINC00649 PEX16 ETV1 BCL6 KIF21A ETV5 APBA1 BCL9 MLLT3 HSPG2 AP4S1 GABARAP NAA38 TEX15 RAB30 ORAI2 C12orf50 SVIL ORAI3 CHN1 YWHAQ PHGDH TUBA1A RAB38 CAST SNCAIP CASK GDNF DNTT GATA6 GATA3 CD200R1 PRKACA CARTPT MIR137HG CASKIN2 TTLL6 C6orf47 PLXNB1 ZC3H13 NUFIP2 MRGPRF NPEPPS ST6GALNAC3 SPA17 ZKSCAN8 LYZL4 MRPS18B RSPRY1 TMTC2 ASB5 MIEF1 FXYD2 DIAPH1 SNX2 MEIOB ST8SIA4 ST8SIA1 FXYD6 CACNA1C PRR11 ITGB8 KATNA1 RHEBL1 LRRN4CL IFT20 EPYC DYNLL1 FANK1 ITGA2 CORO1C SALL3 RCAN2 ITGA8 ITGA7 TRDMT1 CYFIP2 CD79B PHEX SAYSD1 NFKBID C6orf62 PHF6 LINC00303 SORBS3 IGFBP7 PRKAG2 CREBZF FBXL19-AS1 DSTN ELMOD1 SEPTIN9 POU4F3 YRDC MSMB POU4F1 GPR162 MRTFA FAM76B LINC00305 UBE2W COX4I2 PRKCH PRKCG UBE2H KRTCAP2 UBE2B CCDC178 PRKD2 EYA1 TCTEX1D1 CHST9 ARCN1 ARMC12 KLHL13 AOC2 TRA2A ERRFI1 PAGE4 NGF GLS2 PUM3 SLC39A7 PIK3R3 C11orf1 SCG2 MAP1B CLEC11A MEPCE AQP4-AS1 KIAA1549L HPX DR1 C1RL IRF4 IGFBP3 POFUT1 IGFBP5 DLC1 ZBTB32 FSTL1 MXI1 HOXD10 CITED2 CCN2 PPP1R1B FAP OSCAR FSTL5 PHTF1 HTR1F ADAM9 H1-0 PHOX2B CRTAC1 RXRB NOL4L SKP2 COLEC12 HNF4G GRB10 ZBTB18 TGIF2 RPS10 IL20RB COA3 ERBB4 ERBB3 WDR5B PCDH20 ZNF232 TEX26 KCNJ2 DAAM1 DAAM2 STK26 KCNJ1 EGFLAM HNF1B TCF4 DNMT3B ZNF622 C8orf34 MGAT4B PCNX1 RASEF PCDH10 PPFIBP1 PCDH12 ZFAND5 SHOX2 UNC79 CCDC191 SYNE2 R3HDM2 KCNJ8 HEBP2 LYRM1 H3-3A PRR34 RWDD3 DNASE2B CLEC1A SOBP ZNFX1 TLL1 SEPHS2 NKAIN3 TMEM81 NAP1L5 H2AC21 PBXIP1 XYLT2 ZNF654 H2AC20 SERTAD4 ANGPT1 VGLL3 MAGEH1 ZNF282 CDCP2 PFDN1 H2BC21 NAB2 ZNF277 C1QL1 KCNH7 ZMYND8 KCNH5 HSD3B7 RTKN DGKA MYCLP1 NSRP1 PDE1B DGKG SOS1 PPP2CA TADA2A KCNE2 NSUN4 PCSK7 PCSK6 PCSK5 ZMYM4 HAPLN1 VWA2 CTLA4 KRT25 PDZRN4 PPP1R10 ELAVL3 ELAVL4 ILDR1 CFAP70 RASSF2 ZBTB5 DGKZ DCAF11 NR5A2 TRIT1 ASPN EHMT2 AP1G1 RBM4 SLC7A8 PDE3B MANF JAG1 RANBP3L TRMT9B RBFOX2 ASPA OLFML3 GTF2E2 PDE4B TIMM9 CPA2 PSIP1 PITPNC1 UNC5C ASPH TMEM216 NMNAT2 NUDT2 IRS2 KCND3 NUDT3 PDE4D RBKS PDE4C TATDN1 RELCH RASGRF2 SMARCE1 DLL4 TNFAIP8 HSPB7 VSNL1 COL1A2 GPANK1 TNFAIP1 BBS4 STX7 KCNA2 KCNA1 TINAGL1 KCNA5 CRCT1 DDX3X KRT32 DDX3Y OVOL1 NUMB CHM NIN SLC6A12 CACNA2D3 RBMX LDLRAD4 TNFSF10 TNFSF11 VCP SLC7A1 HIVEP1 EAF2 RBM39 KYNU OTUD5 UCHL1 NRGN VGF RAB3IP NDUFS4 TRIM8 USPL1 NFIL3 LOXL1 CTBS NDUFS2 C17orf50 RAX C1orf116 MBNL2 CDC5L MBNL1 LPIN2 SLC9A3R1 NCL HAGH GPHB5 CDK2AP1 BTBD10 VPS45 RBM26 GAP43 DPF2 DPF3 ABLIM2 IRX6 PGS1 IRX5 GALNT7 NDP VIM NXF4 DEPDC7 ALDH1A1 C1QTNF3 FTHL17 CHD2 NEDD4L COL8A1 DIPK2B CHDH CALHM2 MIR17HG CREB1 NF1 CREB5 DPYSL2 COL4A6 FBL PNOC AKR1B1 SMPD1 ACSS1 BEND7 TMEM125 SMPD3 NOG SYT4 WDR44 GCAT SEPTIN7 ADORA1 SRSF6 PLOD2 SOSTDC1 MRPL37 GIMAP1 RARA RARB PITX3 PITX2 EIF2B5 ADCY10 RARG OLFML1 NAV3 SAG STC1 ATG2B MRPL45 AGO3 SLC2A12 GCNT2 ENPP1 ENPP2 ENPP3 CMSS1 POMC TPI1 LAMB3 WIPF1 NKX2-2 PAQR5 S100A10 TREX1 EN1 SMYD2 DONSON HOMER1 MCAM CSRP3 NKX6-1 TULP1 SFRP4 SLC25A37 WASF1 ZNF710 MLH3 EDNRA EIF1 FERD3L CTAGE4 DNAJC13 C16orf74 LMOD1 MIER3 KCNMA1 POGZ FCRLA SLC25A4 TMEM35A ZNF354C FLOT1 LINC01567 CFAP47 SH2D2A ANKRD28 C3orf49 POGK SH3KBP1 SGCD PRMT5 CLDN17 CLDN19 FAM110D ABCD1 NMB NPR3 CLDN15 MLF1 PLCL1 MRPL13 TMEM9B EXD2 RUSC1-AS1 ABCD2 BCL9L DDIT4L NUP210L TLX3 THBS3 DTNA RNF220 TBXAS1 NAA80 TBX3 TBX2 RRBP1 MCF2 TBX5 NLK TBX4 STAT3 FZD7 DKK2 ABRA ANKS6 MRPL28 FAM110A MORF4L2 STARD4 SPRED1 KMT2C KMT2D SCUBE3 LRP1B CDKL2 MAP4K3 TNNT3 PSMA1 MAP4K4 UCN3 SDCBP WNT5A PODN SCP2D1 NAPG TCEAL7 SOX3 SOX2 SOX5 MAP4K2 ELK3 SOX9 RASAL2 PSMB5 CCDC80 HECTD2 NDRG2 PTGDS UBR3 BAAT NCKAP5 CPNE1 GARRE1 MARVELD2 SGIP1 GPR173 TSHZ2 ZNF420 DZANK1 KCNQ5 JADE1 KCNQ4 C3orf62 SV2A CALCRL PLCB1 KRTAP21-2 IFT22 ZNF91 LDB3 LDB2 NDUFC1 CTSK BTG1 UCK2 GAPT PTCHD1 MREG ANKRD20A19P NDUFB9 NANOS1 TPM2 TPM1 SPTLC3 TPM3 UGT1A6 NPAS2 HAND1 RASGRP3 RASGRP4 HAND2 TINF2 FAM170A NDUFA3 MSH5 DTX3 RACGAP1 SLC17A6 KCNN2 YPEL5 NOTUM PPP1R13B TGASTMAGC_NFE2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGASTMAGC_NFE2_01 SNCG SNCB TECPR1 SYT2 ZBTB32 PLEC BTK DDX17 DIRAS1 CD44 ABI3BP PLS3 CDH23 S100A2 LRRC2 NUDT10 C2CD2L NUDT11 PTPRN SMPX RAB13 PRDM1 DYNC1H1 ALDOA LENEP MLEC PEA15 PFN1 NECAB3 PROCR DUSP13 SPATS2 PPP2R2C MDFI MAP2K1 WDFY3-AS2 FBXO2 ARHGAP32 DLX1 LAMA3 ASS1 RABEP1 MAP4 RIT1 SYTL1 P2RX6 TLL1 BACH1 ABCF3 FGF9 BNIP3 SLC26A1 CAMKK1 DPY19L3 RTN3 BAG2 CYTOR COQ8B TUBB4A USP13 GSE1 MMP19 SEPTIN4 CLIC1 RBBP7 CLC OTUD7B GAPDH BLMH C9orf139 TENT5B ZC2HC1C SERPINB5 GADD45G AP5B1 LYVE1 CRYBA2 GADD45A ADAM15 RAB3D ABCD1 ABHD4 CLDN15 TMCC1 NR1D1 SQSTM1 PPP2CA RB1CC1 BAZ2A TLX2 ETV5 PHLDA2 DTNA IL6 TEX19 EML3 PSMD12 SLC16A6 PSMD11 TUBA4A TUBA1C TUBA4B SLC22A18 CRYGS MMP9 FGF11 ITPKC CALB2 MMRN2 IDS PVALB SLC22A18AS CMAS NRN1L LRP1B NRDC LINC02694 PDE4D SLC25A51 TIAL1 PSMA3 SLITRK6 HSPA9 TINAGL1 ABCA2 SKP1 ZMAT5 VDR TTC1 ALS2CL FBXO44 SFTPC ANGPTL4 XPOT CPNE8 GABARAPL1 CPA6 ABCB6 MYO10 HDAC3 EIF4E FBXO30 ADRA1A SPTA1 OMG E2F3 PLBD2 PAK6 PSMD1 PSMD2 LRRFIP2 ARHGAP8 PSMD7 PLEKHH3 FOSL1 SEC24D AKT3 MT3 IL18RAP TENM3-AS1 LIMK1 GAST MPP5 PRR7 PADI4 VAT1 VASP EIF4G1 MFN2 EYA1 DHRS3 RELL2 CA9 MDM2 MAPRE3 SNX10 GSTP1 ROM1 HS3ST2 MYBPH NEFH ENO3 PLCD1 SYNPO ENO1 WDFY3 AKIRIN2 FLT1 TNXB NCDN DTX2 PPP1R9B CELA1 ZNF771 SH3BGRL2 GGGNNTTTCC_NFKB_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGGNNTTTCC_NFKB_Q6_01 LIX1L FAM117A TNFSF15 ENTHD1 BATF TRIM47 GATA4 ZFAND3 KAT7 FOXS1 S1PR2 RBMS1 WNT10A SH2B3 PLXNB1 RELB DCLK1 ARID1A GEM PKN1 MIDEAS GDPD5 MSX1 RSPRY1 CXCR5 BMP2K MADCAM1 PPP2R5E CNIH2 SOX5 NFKBIA KY CCL5 GREM1 CD74 KCNS3 PFN1 HOXA4 TFEC CCDC80 IL1RAPL1 SLC44A1 CSF1R LPO ORAI1 SLC6A12 IL1RN MAML2 RYBP SLAMF8 CDC27 NTRK3 TNKS1BP1 LAMA1 LASP1 BCL6B PRR34 HIVEP1 SLC25A18 E2F3 IER5 ZNF532 CPEB4 GPR182 NRGN ALG6 NFKB2 PTGES CSF2RB CNTNAP1 FGF1 NR2F2 LTB TNIP1 RAP2C TP53 UBE2H MYADM MSC NRIP2 TNFRSF9 CD86 CCND2 WRAP53 IPO4 UBE2M SH3KBP1 C1QL1 UBD PNKD ENKD1 FUT7 STX4 FHL3 CCR10 CCDC107 TPM3 PSME3IP1 PCSK2 STAT6 G3BP1 CYLD TNFRSF1B N4BP1 REL FTHL17 POU2F3 NFAT5 CALCOCO1 ETV1 ENO3 BCL3 TCEA2 EHD1 CHD6 TLX1 IL6 UPF2 SLC12A2 CREB1 HSPG2 BIRC3 CD70 CNTF RPS6KA4 TOM1L1 BNC2 MT2A RASSF2 SP6 TUBA1A JAK3 SMPD3 IL2 GATTGGY_NFY_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/GATTGGY_NFY_Q6_01 HNRNPK PPP2R5A PPP2R5D PPP2R5C RORC HNRNPR OGDH WTAP PAN2 CCDC25 B2M PDIA3 EPC2 DHX38 BTBD3 RPLP1 BORCS6 STAG2 STAG1 TFPT ANKRD49 KIF5B KATNAL2 BARHL1 MECP2 SMIM29 ESPL1 MYH8 SARS2 MAPK1 PCYT2 HSD11B1 ABAT PPP2R5E CCDC115 VSX2 MAPK7 ZNF385A EIF2AK3 TERB2 HSD17B12 CHCHD3 DUSP10 BCL2L1 ARX KBTBD3 AEN CCNYL1 ALDH4A1 HLA-DOA HLA-DOB CIRBP-AS1 DHX57 RECQL5 UPK3A AGFG2 DROSHA ATM GART GNGT2 RGS3 RGS4 REC8 CEP41 MAB21L1 MAB21L2 ZNF385B IFI6 ATP10D DAXX TCTN2 INSRR AASDHPPT WDR47 FGF4 BRD8 LRRC20 MRPL2 RAP2B H1-3 H1-2 H1-5 H1-1 SEPTIN4 TSACC NCEH1 ELMO1 KLF9 H1-6 TAF15 INHBE TMEM129 USP21 SORT1 DOLPP1 HLA-DQB2 TFR2 FAM72A CCDC186 ABI3 IFFO1 SH3D21 CCDC140 FAM214B NT5DC2 USP39 NPAT MTMR4 USP32 WNT8B IL4 PDK2 UPF2 EZHIP TMEM184C PDK4 CCDC51 MID1 ETF1 OR2L13 GLA GSK3B MC4R LRP8 OGG1 CDH10 SLC8A3 LIX1L HMX1 LMO4 ENAM PASK SNRPD2 RGL1 FDFT1 EIF4EBP2 FBXO24 LGALSL RNF148 IMP4 PABPN1 PLCXD2 STMN2 STMN4 CHODL NRDC STIM1 ZNF711 RPH3A RNASEH2A TACC3 BICD2 IL11RA HLA-F C1orf105 GABRR2 ASCL2 HIF1A ARRB2 SYCP3 PRCP SPRYD3 TESK2 STMN1 VAMP1 USB1 HSP90B1 SPTB ABCA7 HIGD1A ADAMTSL1 ELAC2 ADHFE1 TSPAN13 PPIL1 STIP1 CEP20 ARPC5 MEIS1 NR2C2 ATF2 EPM2AIP1 POGLUT2 MOB1A H4C1 C12orf65 TDRKH ZNF597 TNRC6C ASF1B GABRQ FGD4 CCDC89 RAB8B MYO1E TRMT6 BRIP1 BPGM R3HDML ATF4 LAMP2 ATP5MD HDAC1 MARCHF5 H3C1 DNAJB1 H3C7 H3C8 CIART DNAJB5 KIF23 TMEM108 IER5 TMEM183A TEPSIN CDC14B CLDN5 PAX6 PAX3 HLA-DMA WARS1 NDE1 C19orf54 MAZ PAX8 PSRC1 CAT CASP2 RTN4IP1 PPP2R1A SSBP3 PCDH9 GAN SLC7A11 ARL3 TSPAN3 HOXC11 KIF1B TBCC SLC41A1 CNTN4 NRGN UBB PTMS RBM4B OAT SNX11 FKBP5 FKBP3 EGLN3 CLCNKA RAG1 JAKMIP1 ABHD15 IARS1 NFATC4 VPS35 RNF121 KDM4D KDM4A DALRD3 CNNM2 TMC3 ADARB2 RBM48 SPRING1 COL5A3 AVPI1 CWC15 UTP18 ID4 TECR EBF1 GCA RMI2 FAM117A HMGN2 MSTN DCUN1D4 HTN1 CCT3 RAB1A ZFP91 DSPP MORN2 DNAJB11 GBF1 RPP30 DDX10 GTPBP2 MIR22HG GTPBP1 ANAPC5 EMX2 AP4M1 TMEM25 TGIF1 TANK PRDM8 SMIM12 CATSPER2 PIAS4 COLQ FBXL8 DLD MUCL1 PRDM5 LRCH4 TSC22D1 ZIM2 ACR IQCB1 CDK5R2 TXNL4B PTCH1 GRHL2 HOATZ ALDOB TMEM241 MMD CDK2AP2 HOXB13 SFXN2 RIMS2 SFXN5 CALU OTP SLC11A2 QRSL1 PCNT TAL1 LHX1 STX16 GINS4 SLC43A2 MN1 EXPH5 MAML1 TTC9C FDXR CELSR3 ZKSCAN5 DDX4 UBP1 SFR1 CCT7 DLX3 DLX2 EPHA7 DLX1 RNF6 SAP130 TCTA RNF5 NTRK1 DLX4 ZMAT4 MTERF2 KLF1 CLSPN PIK3IP1 C16orf72 RAB5B CPEB3 ZFP3 CPEB4 TAS1R1 KCNIP2 KCNJ13 CYP39A1 MCCC1 GPX3 RAB6A H2BU1 SPDYA AGPAT1 ICAM4 UFD1 ICAM5 KLHL25 RAB4B MBD6 MBD4 ARRDC4 ARRDC3 ZBTB26 AMBN SLC26A6 ACOT8 TENT5B SLC26A9 PLA2G6 PLA2G3 STEAP2 MAP3K13 YWHAZ FUT8 ZBTB10 CETN3 CETN2 TPCN1 PSME3IP1 GGCT KLC4 CDK16 NR1D1 XBP1 PEX16 TIGAR FAM32A CDK18 ETV5 ETV4 BCL9 TES NSDHL LY75 SKA2 CEP70 HSCB JARID2 LRRN3 BCKDHB GRIA3 CYP4F12 PROM2 HELB AP2A1 LRRN1 AMTN TUBA1A TUBA1C KIF20A VLDLR CAST TTN MRPS30 CAND1 ATOH1 DMXL1 WNT3 MYOCD ARL17A SLC25A28 SLC25A27 PRKACA H3-4 ALDH6A1 CASKIN2 LYRM7 HNRNPUL1 NUFIP2 ZNF189 ASB9 NBR2 PYCR2 TRIM35 PARPBP SEC11A CADM1 RSPRY1 AKAP8 BIVM ASB7 FGFR2 MVD MRPS12 KATNB1 ST8SIA4 ST8SIA1 SLC9C2 SPC25 MMUT UBE2D3 PRR11 QTRT2 PLIN3 SARNP TMEM143 GTF2A1L NKX3-1 TUG1 GABRA1 GNRH2 RFX5 KMT5A RPRD2 BRCA1 EIF4E UACA SALL1 TROAP MTR STRA8 CIRBP SLC25A19 PHPT1 CADM2 SLC25A17 MSRB1 CLTA OSBP PRADC1 CYP1B1-AS1 DDR2 PDCD4 CBFA2T2 DSTN RANBP9 DGCR8 LTV1 YIPF3 ACTR1A PCBP1 ACTR1B CDK19 SHC1 MRTFA SHC3 PLEKHH3 FAM76B HPD R3HDM1 HMBS G3BP2 DMRT2 TSPYL2 UBE2C COQ7 ARHGAP26 OSM PRKD2 PANK2 CUTA LIX1 TYSND1 PNKD CNTD1 SC5D C3orf18 PRKCZ CKS1B UBALD2 ERRFI1 PRND PRKDC CD40 AKAP9 TRIB1 ZFAND2A RPA2 MAP3K3 NPTX2 SLC39A9 SLC39A4 PIK3R3 ERCC1 PIK3R1 QPCTL INSM1 TXNIP L3MBTL2 ANO4 C1orf87 ZNF775 CCDC32 IRF6 RNFT2 XRCC3 LTBP1 RPL14 UBE2F RP2 PHF20 ERG28 H2BC10 SH3BGR LUC7L2 GUCA2A LSM1 CCNA1 RUNDC3A OPA3 YARS1 CGRRF1 TMA7 FAM162A MTFR1 HMG20B PITPNM1 SPAG7 MSX1 VWA3B NCAPH ZNF436-AS1 TRAPPC1 AGAP3 DYNC1H1 IBSP DENND4A COA3 GNAI2 HLA-DRB1 MIPOL1 HMGCS1 HSPA1A HSPA1B KCNJ2 CNOT1 HSPA1L NPHP4 PPP1R3C HLA-DRB5 ARAP1 CORO7 PCNX1 PIMREG MACO1 MAP2K3 TGFBR2 PCDH10 RPS9 TFCP2 FXR2 PCDH17 SYNGR4 CCDC191 RBPJ FNBP4 RWDD2A H3-3B MARCKS TLL2 HSD17B10 P2RX6 FAM120A GPR85 ZBTB22 GLRA3 MED21 H2AC21 DLEU1 NUBP2 H2AC20 DLEU2 SERTAD3 ZBTB20 ARFGAP2 ARHGAP11A SUCO TP53I13 SERTAD1 ZNF281 C12orf75 ACO2 ARHGEF7 CDK1 ZDHHC5 PTF1A TPX2 TLE4 TLE1 FOSB ZSWIM3 ZSWIM1 ZNF362 H2BC21 ZMYND8 H2AC6 H2AC1 GANAB OS9 HK2 DNAAF6 MYCBP2 GPHN GPCPD1 CDC45 PTK2B AMELX AMELY BUB1 RAB11B SLC4A7 CEP164 PER3 IFT122 CCDC12 RASA4 C21orf58 HSD17B8 H2BC1 PI4K2A H2BC4 FADS1 H2BC9 ELAVL2 ELAVL3 ELAVL4 CPT1A FGGY RPS6KA5 HOMEZ MROH8 PLN IQCD DGKZ ZBTB5 DCAF11 ZBTB3 PHF5A SSR4 HTR2C SAP30BP E2F8 FOXN3 EHMT2 IER5L RBM4 CNOT3 TAF8 ZIC3 IDH3G ELOVL5 ANK3 ZFAND6 RPN2 DDOST LINS1 NUDT2 SPTLC2 SIX2 SIX5 VAX1 SIX6 IRS1 DDIT3 WEE1 JUNB TAOK3 NCAM1 MPHOSPH8 SIX1 CEP57 GPR50 COL1A1 NPTN BAG6 PRRC2A ZNF436 HMGB2 KCNA1 RTRAF CCNG1 SESN2 CCNG2 SESN3 GMPPB TCERG1 PDE6D ZEB2 ORC6 NUMB TEF SSX5 TRAF7 SSX3 IMMP1L ZNHIT3 DOCK9 FDPS SUV39H1 NEUROG1 NEUROG3 TRADD TNFSF11 VCP PLK1 ZIC5 CHAC1 HIVEP3 DDX50 CREBRF CACNA1E MYH14 EAF2 CACNA1A SEL1L CACNA1B NDST4 ARID4A OTUD5 RHOQ PIP5K1A ZFYVE21 PAF1 GPC3 ORC4 GGNBP2 PEX1 NDUFS8 RHOA RHOB DLG3 HCP5 H2AW RHOF DDC MAEL TUBB2B NUP88 C1orf116 MBNL2 GORAB MBNL1 STIMATE HMGA2 SLC9A3R1 PDP1 M6PR HMGA1 COQ10B PPM1D ADRB1 CHRM1 AMER1 AAMP GPR15 CHFR PATL1 DPF3 IRX3 NUP98 ADAMTS19 CTF1 ADAMTS15 FAM120AOS NFYC NUP93 CDH1 ATP5MC2 FICD ATP5MC1 NFYA PPM1B CDH3 IVNS1ABP CDH6 TAC3 SKAP2 ANXA6 MSX2 C1QTNF6 CDH9 AP3M2 PRDM10 HSPA5 DCX HBB GCHFR TERF1 CALHM1 MRFAP1 MIR17HG NF2 BMT2 DPYSL5 CREB5 DPYSL2 CDC25C TM9SF3 DBI ACTL6B FUCA1 CDC25A NEB INVS CCDC102A DBP AKR1B1 DDIAS MTFP1 ATP1B1 SNCA PDLIM4 SHH SRSF6 CHMP2B MTMR14 BDNF GOT1 RAVER1 NKX6-2 INSIG1 CENPQ NUP37 H2AX EIF2B2 PITX3 TWIST1 PITX2 MRPL51 MRPL50 RNF181 PMEL PRPF38B POLA1 PIM2 TAF6L NOP56 TBR1 SRSF2 PGM3 PCF11 UHRF1 NAV2 PDGFRB STC1 EFNA5 TALDO1 SRSF8 MRE11 TSPAN31 TXLNG HNRNPH2 IL1RAPL1 BMP4 OSBPL3 OSBPL9 OSBPL6 SMAD6 OARD1 TREX1 SMAD2 SFRP5 SFRP1 COX6A2 RPAIN DNAI3 SUZ12 TM7SF2 GPR137B IST1 ABCF2 ZFAND4 COPS3 SLC16A11 FASTK WASF2 COPS4 MLH1 SORBS2 EXD1 WBP1 WBP2 INTS7 BAG4 LRP2BP NARF ANKRD12 ANKRD11 SIK3 LMOD1 THRSP TOP2A MSL3 DHCR24 ZMYM2 COX14 PRPF31 PPIP5K1 SF1 CDR2L LINC01567 C5orf22 GTF2I ZC2HC1C MOSPD3 ORMDL2 PRMT5 TMEM94 GRAMD2B BCAT2 USP2 ABTB2 POLR2I LANCL1 EHF NDUFAF3 MLF2 SUFU G3BP1 CYLD SUMO1 CHP1 BCAS3 THBS2 FZD8 POLR3F ING2 TUT1 CYTH2 TBX3 NLK NASP GOLPH3L CDKN3 MIS12 CISH STAT3 ITPR2 STAT2 PPP1R7 NEUROD2 PBX1 PBX3 RBM14 CIT CALM2 TP53INP2 PGK2 NXPE3 ARL6IP6 MAEA FAM110A LMAN2L CRABP2 FGF11 FGF12 KLHL4 CBX5 HOXC6 KMT2E STARD4 NANS STARD7 TIAM1 CGGBP1 HOXC4 SPRED2 RBM10 MTOR SGO2 USP1 NOL9 AURKA ARNTL CDKL2 WDR81 ELL2 HNRNPA1 HNRNPA0 SNRPA RNF26 RNF17 TMEM256 CCDC130 RMND5A COPZ1 SOX2 SOX4 CCDC85B ENSA SOX9 FTH1 LLGL2 CSE1L IVD ENTPD7 HOXA7 RLIM ACTL6A SLC46A3 RUNX1 LRFN4 SLC30A6 BORA NYX PARD6A TBCB GALT SLC25A35 HOXB2 GLS HOXB6 CPNE1 TAFA4 LRRIQ1 HOXB9 CSTF1 ST7 SGIP1 ABHD17B CLEC18C RMI1 DZANK1 MEN1 TDO2 MCM8 MCM7 PAK3 ZBED5 TPP2 SIAH3 PEX2 PAK4 PXMP4 ACYP1 PSMD4 IGF2BP1 KPNB1 WASHC3 PIGA ELP4 C9orf85 SIGMAR1 NOL4 IFT27 TENM3-AS1 LDB2 TMEM8B PIGS RAB5IF INHA MCM4 ABHD12 PIGN SACM1L LCOR CDV3 EIF4G2 CRKL GLRX5 BTG4 KHSRP C12orf57 PSME3 NRK KPNA4 NUP62CL KBTBD8 PEG3 ING5 CNN3 MINK1 NANOS1 SPCS2 ZFHX4 SYNPR CYP26B1 POU3F3 TNPO2 BAHD1 ACTB ERG AKIRIN2 ERH CR2 PRUNE2 NCAPD2 MSH2 CNTROB SMAP2 CENPF RACGAP1 GRHL3 CYP4F8 RNF44 SON SP1 SP2 KCNN2 YPEL5 CKS2 CYP4F2 SP8 RNF40 RCGCANGCGY_NRF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/RCGCANGCGY_NRF1_Q6 ATPSCKMT MEF2B SART3 ZC3H14 HNRNPL ZNF653 MED25 STAG3 KANSL3 STAG2 NAA35 STAG1 CCAR1 TIMM29 TMEM161B MCRS1 KIF5B ANAPC16 MECP2 LIG3 BSN KDM5C AIMP2 BTBD8 CD320 YEATS4 PCYT2 ABHD14B MAPK7 ZNF382 RAD23B PACC1 ARF6 CHCHD4 TMEM43 SMPD4 OTUD6B KBTBD2 CKLF PABPC1 TSEN54 SUGP2 CIRBP-AS1 SPOP DHX9 KIF3A PAIP2 AGFG2 ATM USF2 GART CYP7B1 EMC10 ARF4 AP001372.2 TSGA10 CYP2R1 RMDN1 POP7 DCTN5 FOXA3 EIF2A NBEA ZBTB17 IFT80 ANP32A ATF7IP H1-2 TMEM255A PGAP1 PHKG2 SLC3A2 TSACC ACOT13 PDCL3 TENT2 OGA NUP107 SNAP29 MAGIX RABGAP1 EXOC8 ZMYND10 NNAT ABHD5 YIPF2 MKNK1 ABI1 DISP2 CBLL1 CIPC MPDU1 NT5DC2 NPAT USP37 WAC ZNF428 BRD2 UPF2 TRIM28 CSNK2B NDUFAF5 PHF12 ESF1 SDHA ASIC1 LRP1 DUSP6 NCBP1 LMO3 MLX SNRPD2 PARP6 RGL1 CDKN2B TIA1 SND1 EED PMS2 TIMM21 TUBG1 RNF149 TUBG2 TUBA1B ZNF576 DFFB FMR1 STIM2 FADD ZNF2 MIB1 ARRB2 VCPIP1 SMARCA5 FBXO15 PDCD6IP PCGF6 ARFGAP3 HILPDA SMG6 BMPR2 ARPC5 C2CD6 RABGGTB NR2C1 EPM2AIP1 ANAPC15 ZNF12 SMARCB1 ARPC2 DCAF8 RETREG3 C12orf65 DNAJA1 TMEM179 DNAJA3 TMEM30A MAGEE1 ICMT ABCB6 HSPA4L TRAF3IP1 ATF5 DNAJB9 CCDC47 TMEM108 HINT1 PINK1 PEX11G PTMA SPRY4 TMF1 NOP16 RNF19B MAX MAZ SLC35D1 SPINT2 RTCB HDX CASP2 ZCCHC7 SEH1L TUBGCP4 SLC7A10 PRPF3 C9orf163 KANSL1L HACD3 FYTTD1 FAM122B CRTC1 KDM3A MOK RBM4B MAPRE3 FHOD1 FKBP2 MLST8 EGLN2 ABHD15 RNF123 SLC35B3 PRRG1 CCS NAE1 GTF3C2 KDM4C EHD1 GTF3C1 WDFY2 EBP EDEM3 RNF170 BAD METTL22 UTP18 CHMP3 TECR RNF111 KDM1A HTN1 BCDIN3D RAB1B DNAJB12 CCT3 UXS1 HIBADH SLC35A4 CCDC127 ZFP91 VPS13C KIFAP3 EIF1AX ZFAND3 TXNL1 NR2C2AP TAOK2 TXNDC9 DCTN4 C16orf70 RAB18 TMEM185A PIAS4 ATP2C1 NOB1 OMA1 ATP5F1C NEK8 LRCH3 PIAS1 KAT2A RAB10 TSC22D1 ESCO1 FUS PDXDC1 CFAP20DC CLCN2 CRIPT SNW1 PSTK PCNT STX12 CRMP1 FBXO5 ABHD14A NOA1 MRTFB WDHD1 SLC46A1 UBE2K CNKSR2 RTCA U2AF1L4 YIPF5 MFSD13A B9D2 NAA25 RNF8 CCT5 TCTA PTCD1 GRK5 ZSCAN29 ATP5F1D C16orf72 TOLLIP TTLL4 IL4I1 RFXANK SENP7 C14orf178 GOLGA1 CISD1 ATP5MG ATP5PO ATP6V0D1 GOLGA4 SGF29 CCNI CCNF LENG8 MBD3 ARRDC3 RBBP7 RBBP8 SLC4A2 SLC25A31 SENP1 ZDHHC12 DENND5A CHL1 SERP1 MAP3K11 SDCCAG8 FOXO4 FUT8 CACUL1 THAP5 UROS ZNF646 CEP85 KIN HMMR CYB561D2 DIDO1 DAW1 CSDE1 CDK16 NR1D1 PEX16 TIGAR MED11 BCKDHA MFSD8 GJB1 PREB COG6 ZNF322 AP2A1 RAB35 SPRTN APBB3 GABRB2 GABRB1 EIF5B CASK EIF5A SAE1 TOP1 RAD21 CCDC181 CMTR1 ITCH TYW1 KAT7 GABPB2 CASKIN2 CENPI SMC5 CLPX COX6C TNKS2 TRIM37 ASB8 MRPS18B PARS2 KRCC1 TMTC2 FARSB IWS1 AKAP8 TRIM39 CEP19 GRB2 SSH2 LYST REEP4 DAZAP1 UBE2D3 MTCH2 BLOC1S2 MTPN PACRG NPM1 EIF3K TMEM143 GTF2A1L ASRGL1 TRMT11 TMEM106B ELP6 GATD3A RPRD2 SNURF PHF1 NCAPD3 DNMT1 CIRBP CORT SAYSD1 AIFM1 PLEKHA1 UQCRC1 PDCD2L ZCWPW1 RUNX1T1 FOS PITHD1 CXCR4 ACTR1A RANBP3 CDK19 SHC1 CDK10 RALBP1 SBF2 HSDL1 PIGV COQ3 CCDC97 INTS3 MRPS9 ITGB1BP1 INO80C UBE2M ESRP2 CFL1 PTGR2 KLHL10 CNPPD1 MORC3 CKS1B WIPI2 ERRFI1 PRKDC CCR10 RETREG2 TMEM106C C2orf15 ERCC6 DNAI1 SAFB POU2F1 NFAT5 SLC39A7 MRPL49 DNAI4 GEN1 GEMIN4 QPCTL UBE4A SIRT6 PRKN MEPCE PHLPP1 PARP3 PSPC1 PRR16 SLC9A5 RILPL1 CCDC106 XRCC1 ERG28 ATP5MPL IRF2BPL MAGED1 GIT2 LAMTOR3 GTPBP10 LSM2 TIGD6 LSM1 MAP2K7 CCNA2 CARNMT1 FAM122A CCDC150 MDH1B RXRB RHPN1-AS1 EID2 EID1 MTFR1 MAGED2 MAGEE2 RPS16 EIF2S1 NCAPH EIF2S2 FCHSD2 OSER1 ZNHIT1 GEMIN2 TRAPPC1 TRAPPC3 FAM219A RHPN1 RTKN2 MST1 NDUFA13 CNOT1 SIKE1 SORCS3 BRK1 RPS29 CTDNEP1 ZGRF1 PSENEN RPS23 DVL2 SZRD1 JAGN1 MAP2K2 MORN5 FXR2 INTS2 SYNGR4 CLGN RWDD1 PCNA FAM98A GPR85 SNHG29 EIF3A C22orf23 RTN3 CCDC93 AP1S1 NUBP1 P4HA1 MAPT TMEM115 KDM2A WDR35 TP53I13 ZNF644 ZNF281 SYMPK EXOSC8 NAA15 LINC00337 LRRIQ3 ZNF286A EXOSC5 EXOSC2 TSSK6 PPP4R4 MXD3 SRPK1 PFDN1 RALGAPB UQCR10 PAXBP1 CLOCK TCF25 BCCIP PDRG1 NUDCD2 POLA2 NPDC1 CLEC18C PPP2CA TBC1D5 ILVBL CNOT9 WDR12 CCDC12 RASA1 C21orf58 CAPN7 DNM3 ZMYM4 VASH1 SHMT2 ZNF454 SMIM11A SNRNP70 ARMC6 LIN37 SAMD10 PPP1R10 FAM222B L1CAM SPATA5L1 SELENOT MACROD2 RASSF1 GNG10 ZBTB4 SELENOI ZBTB5 SSR4 WDR20 STT3B ZMYM6 GPATCH11 STK31 CHERP AP1G2 STK38 XPO5 RNF216 JAG1 CBFB CNOT4 PRKAR2A GTF2E2 IDH3G SLC2A4 CCNJL ELOVL4 SMARCD3 PGRMC2 AKR7A2 SLC66A1 NUDT4 UBAC2 SIX5 SLC25A51 DDIT3 HSPB9 VSNL1 EID2B GPANK1 BAG6 UBA52 DDX39B STX8 SESN1 OAZ2 MFSD9 AKT1S1 DDX3X RPL7 UGGT2 ARAF USO1 OVOL1 ARSK RPL5 HSPE1 DDX42 VAV3 TAF7 ARMC2 PLK4 PDE7A GTF2F1 PNRC1 TDG HSPD1 PCSK1N CACNA1B ARID4A CFAP52 PRDX4 ALG5 CTCF ALG6 NRGN RAB3IP NDUFS6 GPC2 GTF2A1 ZFYVE16 RHOA SEC24C INTS5 LRP2BP IPO9 BANP CDC5L TOPORS ATP6V1D VAT1 FAM13B PPM1D PPME1 FMC1 UCHL3 FAM219B CPSF4 CPSF3 TDP2 DPF2 AP1M1 BCLAF1 NDN PPM1A ATP5MC2 NFYA CCDC107 ATP5MC3 ZNF668 DAD1 WDTC1 BMT2 NF1 DRG1 DPYSL2 AOPEP RDH10 OSTC DNAAF1 JAK2 CCDC87 PTGES3 CENPO AGO1 PDLIM7 WDR44 U2AF2 RFXAP PALB2 HOOK3 ALKBH5 CHMP2B RTBDN SRSF7 RAVER1 PLOD3 SRSF9 MRPL36 C6orf136 CRY1 BCL7A EIF2B3 CAPNS1 POLH EMSY PIM3 NUDT10 POLA1 NUDT11 SRSF1 MZT2B SRSF2 ZNF770 PGLS MAD2L1 LETMD1 RRP9 MRPL45 MTFMT CNIH1 TMEM187 AKAP13 CARF CHMP2A TBCCD1 FAM120C TDRD1 HNRNPH1 MOCS2 HIGD2A OARD1 SMAD5 C2orf73 TULP3 TEX264 NUP62 TMOD3 TMED4 UQCC2 C8orf37 SLC16A13 ABCF3 MLH1 MLH3 INTS7 CDS2 EIF1 BAG4 ATAD3A BAG1 SMC4 DNAJC11 SLC25A3 TTC37 MIER1 PCGF1 ERGIC3 ZMYM2 ADAM10 FAM133B SNAPC1 SF1 HERC4 CBR3 HNRNPDL ZC2HC1C EFCAB11 SGCB POLR2H POLR2F STARD10 COX7A2L SUFU POLR2B POLR2A AKIP1 CBR1 SET MRPL14 MRPL17 AATF FASTKD2 C14orf119 ING2 B9D1 GMNN IPO11 TSEN2 ILF3 MRPL30 SAMD8 MRPL22 SDR39U1 NEUROD1 RBM14 ABCC5 NPRL2 CFAP44 WNK1 MORF4L2 CNP FGF12 CBX5 TBC1D15 TBC1D17 SRRM2 SRRM1 ACIN1 RBM12 DYNLT1 SCAMP3 SCAMP2 PCIF1 SNRPN FUT11 SOCS4 AURKA BASP1 NR0B1 PPP1CB PKD2L2 CBY1 ISCU RHBDD3 HNRNPA1 PSMA4 TIAL1 TMEM184B RNF24 PCCB WNT5A CCDC171 NAPG ONECUT1 MITD1 ZNF638 HSDL2 MAP4K1 NAPB GIN1 PAQR4 DSN1 TSTD2 TOMM7 NDRG3 DENND6A SRR THAP11 EWSR1 RABIF PTPN2 VPS26B SAP18 PSMC5 CPNE1 PIGX PHF23 KCTD13 FPGT CSTF1 DENND2B GET1 ABHD10 PRPF6 C15orf40 GSS SBDS PAGR1 PIGF ZNF692 DYNLRB2 SPTY2D1 MAPKAP1 POMT1 GOPC CNTNAP1 FTSJ3 AKT2 IFT27 ZC3H8 RSU1 CHMP5 TMEM38B MPP5 MCM4 SMC6 CDV3 ABHD18 PSD GDPD1 INTS11 RSPH14 TMED5 PPP1R15B KPNA1 CTSF ASZ1 PPP1R12B MINK1 EDEM2 ELP5 DPY30 ILF3-DT TMEM69 PPP1R12A ACTB NDUFA5 AKIRIN2 MED26 NDUFA8 MSH4 CNTROB SMAP2 NT5C3B EXOG SON SLC6A7 TDP1 CKS2 TBC1D32 SP8 RNF40 YATGNWAAT_OCT_C http://www.gsea-msigdb.org/gsea/msigdb/cards/YATGNWAAT_OCT_C ITGB3BP SYT1 FAM117A CDK14 ATP1B2 NEIL3 REST GRIN3A ITSN1 ADORA1 ACBD4 HOXD11 NONO CUL3 ACTG2 EPC1 H2BC12 SEMA7A EIF1AX GRID2 BEX3 RARB RAB26 STRIP1 PITX2 ADGRL1 SH3GL3 OPA3 CLCA3P STRN4 BARHL2 CRISP1 ZHX2 C2CD2L PIM2 TRAF3IP2 DCUN1D3 ARMH4 MAGEE2 BACE2 MIR9-1HG DOK3 FCHSD1 PRDM1 LRCH4 PLPPR2 PPP2R3A PCDH20 PFKFB1 DUSP10 EPHB3 ATP6V0C NPHP4 SCAF4 IL25 IL17F LHX3 HOXA10 POLM LHX6 HNF1B BCOR TCF4 IL1RAPL1 NKX2-2 SASH1 ESRRA HPCAL4 ANKMY2 ST13P4 ASXL1 CELSR2 UPK3A EMILIN3 TNNI1 C2CD5 FOXG1 DLX1 SEMA6C SFRP1 SFRP2 TRPS1 LYRM1 PRR34 H3-3B MAB21L2 UQCC2 BMP5 PDZD2 OR10A5 GPR85 ITPRIP TSNAX LINC01164 NAP1L5 TAS1R2 PTEN KCNIP4 H2AC21 XYLT2 CAMKV SLC24A3 H2AC20 SERTAD4 SPIB TAS2R7 FOXB1 KCNT2 CCN1 TUBB4A ATF7IP LYN SUCNR1 ADNP MMP17 MMP1 COL25A1 CACNG2 ARHGEF12 CCND1 AMBN ADM H2BC21 ZNF804B RAB5A PATZ1 GNB3 WNT9A SGCA CSF3 UCMA H2AC6 CD180 RAB3C CA13 C21orf62 ABTB2 NPR3 SORBS1 ADGRV1 DGKG GBX2 ETV1 TLX3 ZNF428 H2BC3 H2BC4 NOS1 TBXAS1 CSRNP3 DLGAP4 PMEL MYF5 YWHAB PDZRN4 DLG2 FZD2 MID1 ITPR3 KRT28 FZD4 NRAS ORAI3 LRRN1 H2AC12 TP53INP2 SNCAIP THRA SKIDA1 LMO3 LMO4 ENAM CNOT2 FGF12 RANBP3L GDNF TOP1 ATOH1 TBC1D17 ANK3 HOXC5 RRAS FBXO24 ROBO3 WNT6 CHAT MTUS1 BST2 NUDT3 NUDT6 NUFIP2 FOXN1 DLL3 DLL1 FGF20 TRERF1 HOXD9 CCDC6 CADM1 DLL4 TFAP2C STMN1 SMARCA1 PRRC2A CES5A TSPAN13 ADORA2A MRAS ADNP2 SOX5 CSMD3 CCDC122 SRF SESN3 RCAN1 LLGL2 GPR22 AKT1S1 HOXA3 ZEB2 HOXA5 CCDC80 JUND HOXA7 PCYT1B LRFN5 RAB6C FKRP TEC PROKR2 TMSB4XP4 LPL ATXN7L1 NIN NEK10 NEUROG1 SLC6A15 NR4A3 REM2 KCTD4 FOXP1 WWC2-AS2 LINC00470 KCTD6 SREBF2 SLC25A12 SALL3 HOXB4 HOXB1 GCM1 TSC1 NEDD4 SALL1 PRICKLE2 HOXB6 HIVEP3 H3C3 CD79B HDAC9 CADM2 PHF6 CRYZL1 E2F3 NR6A1 PAX6 PRRX1 CBFA2T2 GPC4 ARHGAP4 BZW2 SEPTIN9 TCERG1L ANG SIAH3 RHOB PIWIL4 PLCB2 TSC22D3 AKT2 NXPH1 PHC2 IRAK1 EGR2 LDHAL6B COL23A1 NRXN3 ZFY OTX2 TTI2 ZFX LDB2 BCORP1 HEPACAM PCDH8 MBNL2 NRXN1 ALK KANSL1L CDK2 LCOR TRDN PANK4 RXFP1 EYA1 TAS2R13 EML1 HOXC11 NRL C12orf57 MCC UBE2S IRX4 EDA IRX5 VPREB3 EGLN2 CLVS1 DCN DNAH7 POU1F1 GPRC5B CCDC107 DNAH5 CCDC116 PIPOX GPR4 ALDH1A1 ALDH1A2 C2orf16 SYNPR REL NPTX2 POU2F3 PRDM10 POU3F4 MSI2 LETM2 CHD6 BRINP3 ING1 RFTN2 MAF ERG LACC1 MIR17HG CACFD1 MRFAP1 RNASE4 MAP1B SCRN1 PDZK1IP1 SCOC ENOX1 DPYSL3 ISL1 SLC10A2 SLC17A7 SH3BGRL UTP18 CUX1 ID2 KCNN3 LIPG SP6 SLC18A3 MED16 NFIA CCCNNGGGAR_OLF1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCCNNGGGAR_OLF1_01 EFCAB5 STARD13 ADCY4 SLC9A6 SNCB FSTL3 RORC MTMR14 P4HTM ATP2B3 GRIN2D LIN28A LUC7L2 ZFAND3 LRIT3 STAG2 H1-0 OPA3 STC2 MDGA1 C2CD2L PRPF38B MAGED2 VASN ZNF436-AS1 FCHSD2 MADCAM1 PIAS1 RAB10 CD248 ADAMTS4 MPST APH1A COA3 GCNT2 ENPP2 TMEM187 HOXA11 MTX1 AKAP12 NFKBIA ZNF232 MYO19 CD72 CHCHD7 EPHB3 ADCYAP1 SOWAHA LHX2 ADGRB2 TXLNG BCOR PLAG1 COL18A1 GIT1 BMP4 KMT2A ABR RNF43 NDFIP1 DUSP22 MYOZ1 ECM2 TNKS1BP1 GNGT2 DLX1 TBC1D10B UPF3B NUP62 SFRP2 LASP1 RGS3 HEBP2 HPCA MAP4 DNAJC22 H3-3B SYTL2 GRK5 UQCC2 C16orf72 TBX21 IL4I1 ALKBH6 MECOM FBXL19 SEMA3G ALOX12B SPIB COL11A2 LRRC20 ICAM1 FCRLA TMEM255A TLNRD1 MGAT4C MMP1 FERMT3 ZDHHC14 CKM CHRDL1 POGK GNB2 GRM7 PLXDC2 C1QL1 PATZ1 RAPGEFL1 TMEM59L CHL1 PPFIA2 SDCCAG8 PRR14 ZBTB9 TFR2 ABI3 GPM6B EPB41L4B NEO1 PDAP1 GJC1 CLDN15 CYB561D1 LRRTM3 PPP3CB WDR13 SPATC1L ARMCX3 BCL9L ETV6 MLLT6 BAZ2A THBS3 ETV4 APBA1 CYTH3 JARID2 TRIM29 AXL PDZRN4 ATP1A1 ELAVL3 DUSP4 WNT7B LRP1 TOM1L1 UBTF CDON PLPP5 NEUROD2 ZPR1 LRP8 RAB39A C1orf122 CALM1 REPIN1 MTSS1 THRA GRIK1 C17orf102 GRIK3 FGF11 SEL1L3 NR2E1 CBX6 IL11 DMPK PACSIN1 DAB1 TIAM1 SH3TC2 SLC25A28 PDGFC ROBO3 TRMT112 SPPL2C RBM10 ZNF575 CHAT MAGEL2 POU2AF1 PLEKHA6 ZNF593 CA10 KCND1 TRIM55 NRN1L C1orf54 STIM2 ARID1A ERC1 HCST ELL2 PTHLH TNNT3 ROGDI SMARCE1 DLL4 PRRC2A FBXO11 CCDC8 ZNF436 TMEM132E SSH2 GIPC3 ST8SIA4 ELK3 GREM1 PPM1N MEIS2 ZEB2 HOXA6 STEAP3 TTYH1 SLC30A5 PCYT1B HBEGF TRAF4 LRFN3 LPP CACNA1I EFS TST ATF5 SLC25A14 ARL4C CD79B GLI1 NFKBID C6orf62 C2orf69 SORBS3 CLEC18C OPCML PRRX1 HR RHOQ FBXL19-AS1 KLF10 PAX2 PTMA TNS2 RUNX1T1 NTN5 SEPTIN9 CDC20B GGNBP2 TRIM8 PCBP4 MAPKAP1 ADAMTSL2 YRDC ESAM AIFM3 TNIP1 NDUFS2 RHOG EGR1 TFIP11 EPN3 SGK2 COL23A1 FOXJ2 LIMK2 PIGW SBF2 BANP VASP VAT1 HOXC10 UBE2N DDR1 KIF19 REEP6 ADRB1 IGF2R CA7 CNTN2 AAMP SLC41A1 KDM3B CTDSPL2 PSME3 CA2 PNKD PTMS SNX13 CNTD1 TMEM182 PTAFR FKBP2 UBAP1 ST3GAL2 HS3ST4 HS3ST2 UNG CLVS1 TPM1 TRIB2 DPF1 HIC2 PRDM12 ANXA9 C1QTNF1 PRDM10 SCG3 CHD5 KDM4A BAHD1 FAXC MAG ICA1 GNAO1 FLT1 NF2 NCDN DTX3 DPYSL5 C1orf21 GASK1B RNF44 PARP2 SP3 SP4 SMPD3 PCGF2 CGTSACG_PAX3_B http://www.gsea-msigdb.org/gsea/msigdb/cards/CGTSACG_PAX3_B HMGN1 RAD51C RFT1 LTBP1 SKIDA1 PTPN23 CASK MTHFD1L CBX6 ALKBH5 EPC1 CUL5 ELOVL5 CMTR1 DHX36 CRY1 RNF146 PITX2 BHLHE40 MIR22HG PDPR BRAF ANKS1A EMSY RELB POLB RAD9A SLC25A33 ZNF711 GEM KAT5 MFSD5 ANKHD1-EIF4EBP3 WDR81 PIAS4 SMARCE1 SMARCA5 ZZZ3 YME1L1 CHGB ARFGEF1 PBRM1 PDXDC1 SLC38A2 CCDC130 PPT2 FAM217B SPINK5 AFF4 C1orf43 AKIRIN1 RAB7A DBF4 SULT4A1 PPP1R3D GLYR1 ZEB2 GIGYF2 HOXA9 NKX2-3 PDZD7 PHACTR3 SLC6A12 LYPD1 NR4A2 NR4A1 PCNP EN2 MRRF TSC22D2 CDKN1A EIF4E PLK2 PNRC1 SUPT16H HABP4 GK MAB21L1 IKBKB TMEM165 HPS5 CDC14B PELI3 CTCF PEX11G ZZEF1 CANX PTMA HMOX2 AP2B1 PAK2 SLC25A3 ZBTB20 MASTL PLEKHH3 EGR1 PPP2R1A NMRAL1 NOL4 EGR3 PEPD ADAM10 EGR2 EGR4 ZFY STXBP1 GJD2 PDP1 GTF2H1 RBBP8 HOXC10 TAF11 IPO7 CYB5D2 NAB2 NRK GNAS RASD1 IRX6 USP8 SLC25A40 EVA1C MINK1 TSPYL5 EDEM1 TRIB1 NDUFB2 NSRP1 XBP1 BCL11B BCL11A EHD4 KCNE4 FOXD3 SOAT1 JOSD2 ANKHD1 VPS37B WSB1 TEX14 PHLPP1 GYG1 NUBPL SLC18A2 NEUROD2 RBM18 DCAF11 GGA1 VPS26A GGGTGGRR_PAX4_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGGTGGRR_PAX4_03 HNRNPK AJUBA PPP2R5B PPP2R5A ARMCX4 HNRNPF SCN3B LDHD SYNCRIP HNRNPR IRF9 RORA PLEC OGDH ATG13 AGBL5 USP50 HNRNPL BTK MAP3K6 EPC1 DCAKD GRIN2B GRIN2D SERPINE1 STAG3 STAG2 STAG1 KIF5B BARHL1 TMEM119 KLHL28 ZNF503 MARK2 JUP SSTR3 CAVIN1 PHLDB3 CIP2A JUN MAPK3 HSD11B1 ZNF385A PMP22 MCTS1 RAD23B RAD23A GPRASP1 MTX1 CACNB1 ARF5 SYVN1 ZNF512 ZNF513 ZBTB37 IL17B SAMD1 INTS9 KBTBD3 KLHL40 RAC1 CCNYL1 MED12 PPP2R2B SPOP LNPEP NTF4 CLUH ZNF521 SERPINI1 KIF3C USF2 GGN ARHGAP32 EMILIN1 GNGT2 ARHGAP44 LASP1 ARF3 PKP3 RGS8 TREML2 MAB21L2 FOXI1 LZTS2 SHROOM1 BACH2 FOXA2 ZNF532 CLIP3 MMP28 YBX2 SEMA3G HHATL AASDHPPT MAP1LC3A SMTNL2 USP12 BRD4 WDR47 MRPL2 HYAL1 HYAL2 CERCAM PHKG2 TP53 ADNP TAOK1 OVOL2 CFTR ZNF143 ARHGEF15 CACNG2 ARHGEF12 KLHDC3 ZNF296 SERPINB5 INHBE SERPINB7 OGA EEF1G WNT9A GOLT1A FIBIN PDIA5 TFR2 MCMBP DDA1 MKNK2 ABI3 ABI2 NHLRC2 ABI1 CBLL1 ABHD1 CFAP69 LRRTM4 FAM214B DHX15 CALCOCO1 WAC MPC2 BRD2 IL6 LMX1B OPRL1 PDK3 CS AXL IGF1 IGF2 LMX1A PHF12 MTF2 MID2 DUSP5 ASIC1 QPCT MEF2D ASIC2 CNTF LRP1 GLA JADE3 JADE2 AMOT LRP2 DUSP8 LRP5 IL2 MTSS1 CCIN GRIK1 CGB5 GRIK3 TGFB3 KNTC1 OTUB2 EIF4EBP1 CSNK2A1 TMEM139 DNAJC7 RALB ZNF579 TSPAN17 STRA6 TRMT112 MTUS1 S1PR4 ZNF593 STMN2 STMN4 YTHDF2 YBX3 PKIA YTHDF3 ROGDI HIF1A ZNF516-DT EP300 TFAP2B NFE2L1 SMARCA1 NFE2L3 SMARCA2 SPTB HSP90B1 TSPAN13 ADORA2A HARBI1 PTK7 BMPR2 ATF2 ANAPC15 MEIS2 SMARCB1 ARPC2 AUTS2 AIMP1 ZNF800 RPL10A ARHGDIB ANKRD13B PHACTR3 KRIT1 MYO1C NTN4 ADAMTSL5 NR4A1 C6orf223 TEAD2 NR4A3 TEAD3 SLCO2B1 NTN1 NMT1 CDKN1A DSG4 CDKN1B MEA1 HDAC1 DSG3 P2RX3 DYRK1A ATF7 DSG1 TMEM88 PCGF5 SCN8A HDAC8 FBXO36 CIART HDAC6 CLSTN3 HR PAX6 KLF10 SPRY4 APOBR SPRY2 MAX VWA1 OSR1 VPS16 NRG1 MAN2B1 NRG2 IMPDH2 NXPH1 PTGER1 SSBP4 SSBP3 CNTN6 TOR1AIP2 ARL4C TOMM40L KIF1C SH2D3C TSPAN4 PLEKHN1 HOXC11 KLF3-AS1 SHKBP1 TBCC CNTN2 KDM3A SLC41A1 ZFPM2 KDM3B WASL JMJD1C SEZ6L2 SNX12 PTMS MAPRE3 FHOD1 EDA HS3ST4 HS3ST2 CRLF1 CD109 UNG FAM131C EGLN2 HIC1 RNF125 TPPP3 RGMA COL9A1 SRCIN1 NFATC4 CALML5 GTF3C4 MAG KLK7 EBP HNRNPC LINC02873 C1orf21 BAD COL5A3 ISL1 CELF4 THOC6 UTP18 HMBOX1 ID3 DZIP3 RAB1A ZFP91 DDX17 PICALM EIF1AX SEMA7A WWP1 LIN28A EIF1AY RAB25 TSPAN1 ABI3BP MIR22HG ADGRD1 MATN1 KRT12 KRT13 C2CD2L DCUN1D3 DCTN4 PPARGC1B FARP1 DCTN1 CCR9 PNKP CD38 CD37 MTF1 KRT17 HAS1 MLLT10 KRT14 MNT PIAS1 PRDM1 RAB10 IGFLR1 ACR RBP5 LENEP CDK5R2 PTCH1 KEL HOXB13 TAB2 EPHB1 ADA TAL1 EPHB6 STX12 A1CF UBE2Z FBXO5 RIPOR1 HAUS3 SLC43A2 FBXO3 MN1 KLF5 PLAT KLF7 ABR KLF8 KMT2A AKTIP HPCAL4 TP53BP1 LYPD1 CD63 AGER EPHA1 TNKS1BP1 SEMA6A DLX1 SEMA6C SAP130 TCTA ZMAT4 GRK6 CLCN6 NYAP1 MARCKSL1 KLF3 EVX1 RAB5C ATP5F1B ERLIN1 HEPACAM2 LIME1 KCNJ14 GPX2 PTGES SEMA3B RAB6B RAB6A AGPAT4 TUBB4A INCA1 TIE1 MBD3 ARRDC3 ZDHHC14 ATXN1 BLMH GRM3 ACOT8 PTGDS C11orf80 GRM7 SEMA4C DENND5A CRYBA2 MAP3K11 PPFIA2 SLC39A14 YWHAZ FOXO4 RAB3D FUT8 ZBTB11 MFSD2A GPM6B KLC4 NR1D1 SBSN MLLT6 BAZ2A CDK17 ETV5 APBA1 EIF4ENIF1 HSCB LRRN2 HSPG2 NLGN2 GJB4 NLGN3 GRIA3 GJB6 AP4S1 YWHAE GABARAP SLC16A2 YWHAG RAB30 TOM1L1 MEOX2 FYN KREMEN1 ORAI3 BLVRB YWHAQ TUBA4A RABEPK NHLH1 TUBA4B CAST SEPTIN3 CLMP PDGFB TUFT1 AMMECR1L SKIDA1 EIF5A TTN TRIM46 WNT2 GATA1 WNT3 SLC25A24 GATA6 MS4A1 RBMS2 LGI4 RBMS3 ROBO3 LGI2 ATOH8 WNT6 TUB LBX1 NUFIP2 PLXNB3 TRIM41 SPA17 AHR BCAP31 IGSF1 CADM1 LNPK IGSF3 TRIM39 ASB7 AHNAK CAV3 FGFR1 FGFR4 ADNP2 SPEN KATNB1 COPS7B AFF4 RRAGD ST8SIA1 RSRC2 REEP4 FXYD7 UBE2D3 FOLR2 FOLR1 ITGB7 RHOBTB2 HBEGF BMF ATG12 RHEBL1 EEF1A1 EEF1A2 SPTBN4 ITGA2 TRIR RPRD2 FOXP3 SREBF2 PLEKHA4 KCTD9 CORO1A EIF4E PHF1 ITGA6 ITGA5 NEDD4 SALL1 RFX1 CD79B GRB7 CHRD CADM2 PRPH LINC00303 PRKAG1 IGFBP6 ZCWPW1 CBFA2T3 SYNPO2L ADGRE5 PCBP4 EMID1 ACTR1A TOGARAM1 SHC1 MSN GPR162 ITIH3 MRTFA ALX4 TNIP1 TTC9B GABRG2 NRIP3 R3HDM1 FOXJ2 RALBP1 FILIP1 UBE2W SBF2 PRKCG SEZ6L KRTCAP2 PRKCE UBE2B DMRTB1 MSC ARHGAP26 FERMT2 EML2 PIGV PRKD2 EVPL NREP CFL1 ZADH2 PNKD SEZ6 INTS13 NKIRAS2 ST3GAL2 CKS1B UBE3A SLC37A4 CD27 CPLX2 CLVS1 TRIB2 RNFT1 TUBGCP6 UBQLNL ACAN TNS1 POU2F1 HS6ST3 MRPL49 SLC39A6 IL2RG SLC39A4 PLPP3 GEMIN7 NOTCH2NLA CRIM1 GPR119 MAP1A UBE4B MAP1B ZNF827 MEPCE AQP4-AS1 NBL1 SH3BGRL GSPT1 THRAP3 IRF1 C11orf87 PRM2 SH3BP1 UBALD1 IGFBP5 STARD13 A2M SLC9A6 JAKMIP2 SLC9A5 UBE2F ZBTB32 MXI1 ACBD5 CITED1 IRF2BPL MAGED1 ELP2 FLI1 CDCA2 LUC7L2 TIGD4 TLK1 GUCA2B HTR1D DDAH2 MAP2K7 CCNA2 PLS3 RUNDC3A CLCA1 ROCK1 ANKS1B PTPRF CRTAC1 RCOR2 ZHX2 PLA2G4F PTPRN MAGED2 KAT5 PITPNM1 SPAG9 ADAMTS9 HNF4A ZNF436-AS1 MIR9-1HG FCHSD2 FCHSD1 MYO18A WFDC5 TRAPPC3 ADAMTS5 DYNC1H1 GNAI2 LY6G6C DAAM1 SIKE1 ATP6V0C NECTIN4 PROCR NECTIN1 HNF1B HNF1A TCF4 DNMT3B CDC42EP3 CDK12 ZEB1 KLF12 KLF13 TGFBR1 SPHK1 DCHS1 TNNI2 ZFAND5 HSPA12B HEBP2 UNC45B MAP4 LYRM1 FCGBP FAM120A SLC9A1 RTN4 GPR85 TRPV2 ARHGAP30 LYZL6 AP3S1 CCDC71 KCNK12 CPNE9 KCNK10 RTN3 H2AC21 CCDC93 PBXIP1 MAPT H2AC20 SERTAD4 SIK2 FBXL16 LAG3 FMNL1 FMNL3 ARHGEF2 ARHGEF1 ARMC8 NAA15 ZDHHC8 ZNF287 KIAA0586 FLNC ZSWIM3 OTUD7B CIAO1 PJA1 PFDN1 MAST2 GNB2 CCND2 H2BC21 NAB2 C1QL1 KCNH7 GNB4 PYY2 KCNH2 RAPGEFL1 ZBTB7A HSD3B7 HSD17B1 FHL1 ZBTB9 FHL3 HK2 RTKN LINC00656 PCSK2 CCL25 HPSE2 PTK2B COL6A3 CKMT1B WDR13 RAB11B RAB11A TCEA2 RASA1 HAPLN1 CAPN5 KRT25 TBCK ELAVL2 NID2 ELAVL3 ELAVL4 CPT1A BEGAIN MNAT1 RPS6KA3 RPS6KA4 RASSF2 UBA1 ZBTB5 CCDC81 ZNF462 ELOC NR5A1 CD55 EHMT2 FOXN3 TNNC1 SLC6A20 AP1G1 RBM3 NTN3 RPS6KB2 RRAD IQGAP2 CBFB IQGAP1 CNOT4 VCL AGAP4 ZIC2 PRKAR2B RLN1 ANK2 SLC2A4 AAK1 APOA5 RLN2 FGFR1OP2 TIMM9 PITPNC1 ELOVL6 LINS1 TMEM169 KCND3 NCALD RBL1 TAZ SIX2 HES7 SIX4 IRS1 MFSD5 DDIT4 HHEX NCAM2 PA2G4 DLL4 GABBR2 DDX31 COL1A1 TRIM27 ZNF436 KYAT1 STK10 KCNA1 FBRS ATN1 PRSS36 SESN1 C1orf43 OAZ2 GMPPB ZNF821 HCN4 GPR20 TRAF4 B4GALT2 NIN SLC6A11 TNFRSF13C DMTN POLD4 LAT ZIC4 ZIC5 CACNA1G CACNA1E PCSK1N XPO7 CACNA1D CACNA1A KYNU DEDD OTUD5 PIP5K1B CTCF PRDX2 FES GPC4 FRMD4A GPC2 HEY1 KRTAP11-1 TRIM8 RHOA DLG3 POLG2 FAM71A DLG2 PURG TRPM6 LIMK2 OTX2 PRR7 CDK6 MBNL1 CDK4 HMGA1 ATP6V1A FAM13B PPM1D FAM53C NCOA3 DNAJB3 CHRM1 WRAP53 AMER1 LCK AAMP CDK2AP1 PVALEF INPP4A GPR17 GAP43 ACVR1 IRX6 MAB21L3 AP1M1 NDN VIM FAM120AOS DCN NR3C1 PPM1B DPF1 PRDM13 C1QTNF7 MSX2 ANXA7 COL17A1 PRDM14 PRDM10 ODF2 PAFAH1B1 NEDD4L ADAMTS12 DCX WBP1L PLP2 DCHS2 CALHM2 PDCD10 GNAO1 FLT1 CREB3 NCDN COL13A1 SLC12A4 SLC12A5 DPYSL5 TSPOAP1 DPYSL2 ANXA4 GDPD2 RASL11B PPP1R9B SPEG SH3BGRL2 MEX3D MEX3B CDX1 RARRES2 AGO1 ATP1B2 VSIG2 AQP4 SYT6 INO80D SEPTIN7 SHH SRSF6 CCN3 SFSWAP SOSTDC1 MACROH2A1 H2AX C6orf136 RAPGEF3 S100A1 PITX2 SLC12A6 DAB2IP RARG EFNB3 EMSY EFNB1 STRN3 EFNB2 IGDCC4 PIM1 BRME1 HCFC1R1 PIM2 SRSF1 DEPDC4 SRSF2 PRELP PCF11 MGAT3 DCLRE1A ADD3 ADD1 TMEM187 PFKFB1 ELN ITGA10 ARHGAP45 PXN KCNMB1 LIF MOV10 LAMB2 ADGRB2 HOXA10 TXLNG HNRNPH2 GDPD3 DHRS11 BMP4 S100A16 TRPC5 SMAD6 TRPC7 ARFIP2 TREX2 S100A10 SMAD2 EN1 EN2 ARFIP1 HOMER1 TAX1BP3 S100A14 ABCG4 PTPN12 NOTCH2 FLVCR2 SFRP1 BCL6B PYY BMP7 ANGPTL7 AGR2 SLC25A37 PPP2R3C WASF2 ZNF710 EXD1 WBP1 EIF1 CYBC1 TCEAL9 BAG1 DNAJC14 TIMM10B NOS3 COL11A2 DOCK11 ZFYVE1 NR2F1 DHCR24 ADAM11 POGZ GSE1 TLNRD1 RASIP1 CDR2L CLC YPEL4 CHRDL1 CDC42SE1 GADD45B FAM110D POLR2L RPRD1A USP2 ABCD1 TPI1P2 FAM89B EHF GCH1 STAT6 ESYT3 CYLD FNDC5 CD2BP2 SQSTM1 HBP1 RADIL CHP1 TLX2 THBS3 C14orf119 DTNA TRHDE TBX3 TBX5 ATP1A3 AZIN1 FZD4 FZD7 STAT3 MIS12 PYGM NEUROD2 PBX1 HNRNPA2B1 LUC7L TOB2 TOB1 BCAR3 MORF4L1 THRA FAM110A FGF17 WNT3A MORF4L2 FGF11 CBX3 WNK4 ITPKB CBX8 VCAN DMPK HOXC6 KRTAP6-1 PECR KMT2E HOXC4 HOXC5 RNF38 PHOSPHO1 ACIN1 SLC4A1 NEGR1 SCAMP5 PHYHIP GSDMA CA10 TRIM55 CA11 SOCS1 TRERF1 NUMBL WDR81 SLITRK2 MAP4K3 SLITRK3 TMEM127 WNT5A SLC38A5 PODN MYL2 GIGYF1 MYL3 HDGF ELK3 SRF RASAL2 MIR503HG GMIP HOXA5 RAD51B DMKN PPL MSLN RLIM RNF11 CLASP1 PCED1A NDRG2 SKIL ENTPD1 LRFN5 TMSB4XP8 LRFN4 RUNX3 CPNE8 MAFF PTPN6 CPNE5 CPNE6 WRN HOXB4 HOXB2 HOXB8 HOXB6 HOXB9 PHF23 TAFA1 KCTD12 GPR173 TLN1 RMI1 KDM6A PRRX1 GSX1 ASPHD1 AKT1 HAUS4 KCNQ5 JADE1 PLCB3 ARHGAP6 ARHGAP5 ZBED5 POU5F1 SPTY2D1 ATP8B1 KLK12 ATP8B2 SOX15 ESAM CSK IGF2BP1 ARHGAP8 KPNB1 NKX2-1 KLK13 SOX10 EGR3 NOL4 CHMP5 SRRM4 MPP2 SOX14 LDB1 CALHM5 TMEM8B LCOR EIF4G1 EIF4G2 PSME1 PSD EMC6 NRK PTCHD1 LINC00472 TMEM270 SIAE CTNND2 CTNND1 NFIX DBNDD2 SCARF1 SCARF2 TPM3 MTHFR SH3GLB2 CYP26B1 MYBPH RASGRP2 POU3F4 ENO2 MSI1 PLCD4 RTN4RL2 TNPO2 TNPO3 EPO THPO BAHD1 NAA50 ERF ACTC1 JOSD2 FAM170A AKIRIN2 TNXB DTX1 RGS19 SPARC RGS14 SH2D6 GRHL3 NAT8L SP2 SPRR1A KCNN3 SP4 TMEM151A SP7 CRK SPTAN1 GGATTA_PITX2_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGATTA_PITX2_Q2 RPL17 RP1 LTBP1 JAKMIP2 SCN3A PGF HNRNPD PDXK RORC RORA ITSN1 ADGRL2 MAP3K5 KCNK9 USP54 FOXF2 TIGD2 TLK2 DHX30 MAP2K6 ATP13A4 ADAM9 MAP2K5 FAM122A H1-0 ACAA2 PHOX2B LRRC8D CLCA3P LIFR MECP2 RXRG HMG20A ZNF503 MYH6 IFT46 CTNNA3 PITPNM1 MSX1 ZBTB18 SIPA1L1 MAPK9 ZNF385A UNC13B ADAMTS4 DUSP10 ARF6 ESM1 KCNJ1 ACKR1 ARX ZBTB37 SH3RF1 SCAF4 EGFLAM TCF4 RLBP1 SREK1 GUCY2F ESRRA TCF7 C3orf35 PPFIBP1 ACP4 LINC00314 EMILIN3 TNNI1 SERPINI2 SHOX2 KCNQ1DN TRPS1 MAP2 CDC42BPA SYTL2 GK MAB21L1 CHRNE LZTS2 GLRA1 LINC00310 SYNJ1 LINC00052 RTN3 PHF21A AP1S2 PBXIP1 HSF2 SLMAP SLC22A6 BAIAP2L1 BRD4 MYB USP13 ZNF281 LRIT1 MGAT4C SUCNR1 ADNP TLE4 ARHGEF15 ELMO1 C8A PNPLA3 GNB2 EPB41L5 KCNH6 GNB3 MS4A1 CLOCK KCNH5 SPAG16 SRGAP2 C7 CYP2F1 NACA CREM TMEM100 PART1 PCSK1 PDE1A ARMCX3 SLC4A7 PPP3CA TRIP10 SIM1 FLRT3 MYF6 SOAT2 ZMYM4 BRD3 PPP1R10 VEZF1 LMX1A KRT28 MID1 DUSP5 RPS6KA3 DUSP3 IQSEC1 MSS51 LRP2 DNM1 DUSP6 MTSS1 SLITRK2 LMO1 C17orf102 LMO3 CNOT7 NR2E1 ASPA DDX25 RFLNB PDE4B RRAS STRA6 RGR PLEKHA6 KRT76 BICDL1 NCALD CNBP VAX1 TATDN1 RTL9 CCDC6 RBPMS ZNF516-DT HSPB6 DLL4 SIX1 SPDEF KLHL41 SMARCA2 PRRC2A ASCL4 FBXO11 HMGB1 BBS5 ADAMTSL1 CYSLTR1 SMG6 CNTFR UBAP2L CXXC5 ABCA4 ARNT MCHR1 PDE6C ZEB2 FGB JUND C12orf65 OTOP3 H4C3 PCYT1B ANGPTL2 TADA1 MYO1B FOXA1 EFEMP1 BFSP1 EFS SLC6A15 C6orf223 CACNA1S CACNA2D4 POLD4 NDUFV1 KNL1 LMTK2 SLC13A1 CREBRF TMEM88 SLC13A4 ABL1 FBXO36 RHO CNPY3 TMEM108 NDST3 FOSL2 UBXN4 CLSTN3 VEPH1 HR PROSER3 PAX2 SYNGR1 RAI2 RAB3IP NTN5 SPRY2 ORC4 PAX7 DLG4 USPL1 NDUFS2 IMPDH1 IP6K2 EVA1A TRPM3 RAX OTX2 KTN1 MBNL2 ACADVL DHRS3 GPHB5 AMER1 RBM26 JMJD1C PATL1 CASQ2 TM4SF4 ACVR1 UBAP1 HYPK IRX3 IRX6 TYRP1 IRX5 CABP2 NR3C2 KITLG CABP4 PPM1B CABP5 DCT PRDM13 LINC01101 HIC2 PRDM12 FIGN PRPF8 PRDM10 FEZF2 DCX DALRD3 CD40LG KLK9 SLC12A1 CREB3 SLC12A5 ENOX1 CREB5 ISL1 PNOC PRELID1 NIPBL NOG EDN2 STAT5B UTRN ZNRF1 SLC35A2 ADORA1 CD2AP ZNRF2 DDX17 IFNG LIN28A GRID2 RAB24 RARB PITX2 CIZ1 PMCH C2CD2L NAV3 TBR1 TGIF1 ZFHX3 CLTRN FAM53B PRDM8 SRPX2 DNAAF2 PIAS3 STC1 LAMC2 ADD3 TDRD7 HOXA11 RBP3 ASB11 XK KRT24 TAL2 TCF21 TSPAN31 DMD AANAT MAML3 NUP54 IL1RAPL1 GAD1 PLAGL2 SLC44A1 KLF5 GPR158 RNF43 HPCAL4 TTC9C ANKMY2 RYBP EN1 ARFIP1 NKX6-1 EPHA2 NOTCH2 TM2D2 TULP1 SEMA6A NTRK2 SUPT16H TRIML1 ACVRL1 MYBPC1 MYL6B CPEB4 TBX20 MITF GLI2 C16orf74 SEMA3A LMOD3 NT5C CTBP2 TMEM35A MBD6 PROK2 AMIGO2 ATXN1 ANKRD29 ANKRD28 SLC26A9 GRM6 NPPC CBX2 GADD45B PLA2G5 FOXO4 SLC39A12 USP4 IKZF2 EHF NDUFAF3 COL2A1 GPM6B SEC14L3 MFRP SUFU MIP ZFP36L1 BCL2 MLLT6 MLLT3 AGA GPBP1 RNF220 JARID2 NLK FZD4 ITPR1 SAMD7 MEOX2 UBTF C12orf50 SLC16A8 NEUROD2 PBX1 NEUROD4 LUC7L ATP6V0A4 TOB2 GOLGB1 TEX11 SNCAIP OCLN CRYGS SKIDA1 WNT3A SLC6A4 CBX4 ACKR3 CNGB1 CNGB3 DMPK MYOCD ROBO1 CGGBP1 RBMS2 PDGFC SLC4A2 ROBO3 TENM1 LGI1 MIR137HG SLC4A5 TMEM135 SOCS2 TRIM55 FUT11 NUFIP2 HRK MFGE8 NPEPPS FIBCD1 CDKL2 CDKL5 NEBL SLITRK3 MRPS18B HOXD3 IGSF3 ASB2 SLITRK5 LINC00652 FGFR3 TCEAL7 TMEM132E CSMD3 ATP6V1B2 SOX9 PAQR4 LLGL2 PPP1R16B HOXA2 SLC30A1 CCDC80 PSMB3 SRR GTF2A1L ENTPD3 SKIL SLC30A8 NOVA1 JOSD1 NYX GABRA1 MCTP2 RFX4 LIMA1 PTPN4 BRCA2 ITGA3 FOXP3 BEST3 HOXB4 SLC25A14 HOXB8 PRICKLE2 HOXB6 CPNE1 KCTD15 PHF23 C6orf62 MTCL1 PRX SLC5A3 SLC5A2 TLN1 CLEC18C ABHD17B MYPN RP1L1 PRRX1 OTULIN HMGN5 DDR2 RUNX1T1 CRX BZW2 PCBP4 ACTR1A POU4F3 KLK12 SOX15 NSF LRTM1 TERT PHC1 IGF2BP3 KLK13 PHC2 NRIP3 NANOG CAMK1G SRRM4 TENM3-AS1 PLPP2 SOX14 MPP4 GJD2 PRKCE ARHGAP26 PROC CHST1 EYA1 PSD BTG1 LIX1 RBM47 KHSRP CTSC NPVF TMEM182 MOB4 CPLX4 AHCYL2 C11orf72 RTN4RL1 NDUFB9 IFT43 ABHD11 PPP3R1 DHX58 TPM2 DNAH7 TRIB1 SYNPR MYRF MPPED2 TNS1 TEPP POU2F1 PLCD4 MYOG KRT3 PLA2R1 BRINP3 NOTCH2NLA CAMK2A SLC39A2 INSM1 JOSD2 ANO1 C1orf87 GASK1B MED13 KAZALD1 SULF1 ANXA11 SP4 SP6 SP7 SP8 ARAP3 RMDN2 CRK GKN1 POFUT1 ACTR10 RGAGGAARY_PU1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/RGAGGAARY_PU1_Q6 DLC1 RILPL1 PTGS1 RORC DCAF1 RORA REST FAM241A KIFC3 IRF2BPL MAGED1 GRIN2B LTB4R GIT2 FAT1 SMOX DHX30 PIK3CG PTPRJ ROCK1 BRAF PTPRH DOP1A EID1 MAP9 ZNF502 MARK3 UXT UNC13D MSX1 VASN SLC9B2 OSER1 ZNF384 TMEM178A AGAP2 VGLL4 EMCN ERBB3 MTX2 PACC1 ESM1 IL17C SH3RF1 RAC2 LYL1 ATP13A2 ARAP1 PABPC1 PPP4R3B DNMT3A ESRRA MAP2K1 WDFY3-AS2 PCDH10 DLAT LRRC32 PCDH17 VDAC2 ZNF777 RERG GNGT2 CMYA5 PPRC1 TNK1 TREML2 SYTL1 TLL1 ZNFX1 GPR85 FAM3D ZNF532 TRPV2 ARHGAP30 SPI1 LTC4S ANP32A DPP8 PIK3AP1 ANGPT1 ARFGAP2 NCLN CYTOR ANGPT2 BRD9 LINC00525 FMNL1 ARHGEF4 AR HYAL3 LYN FBXL20 MGAT4C MAP1S LRRC28 OVOL2 CLIC1 ARHGEF15 FLNC MXD4 ELMO1 NCEH1 DOK2 WNT9B PATZ1 IRAG2 IL12B TMEM59L CSF3 CSF2 TBC1D8 ZBTB7A CSF1 ABI3 PML ABI1 ACSL4 PCSK5 HTR3B SYNRG TRIP13 PI4K2A HAPLN1 ETF1 CAPN3 RPL28 P2RY10 SOST STAB1 ADAP1 BNC2 USP46 HTR2B RALY IER5L LINC01138 RBM6 TNFSF14 IL13 TNFSF13 IL17RE MOB3C KALRN EIF4EBP1 DDX23 PTGDR2 PSIP1 RALA ELOVL6 LINS1 SCRT2 TMPRSS11D POU2AF1 PI4KB IRF8 NCAM1 HHEX TIMELESS ADORA3 ADGRG1 NPTN NEURL2 ARFGEF1 FBXO11 FGD2 CYB5R3 TFE3 SIPA1 PTK7 NOSTRIN CXXC5 G6PC3 MEIS2 ANGPTL1 ANGPTL2 SH3TC1 FOXA1 C6orf223 VAV1 POLD3 POLD4 LAMP2 TNFSF11 SLC7A1 GPAT3 CACNA1G GID4 CACNA1D RHOJ E2F3 C1orf162 CLSTN3 PAX6 HR PROSER3 APOBR SLC1A5 MAX ORC4 GGNBP2 PAX8 TACR1 IMPDH1 EVA1A SSBP4 ATPAF2 SLA2 SEC16B CDK8 PCDH9 CDC5L SLC9A3R1 VASP SH2D3C TBCC SLC41A1 CA4 SEZ6L2 PTAFR LCP2 FRMD8 VIP NDN VIM GALNT4 NR3C2 EGLN2 NFYA SKAP1 C1QTNF5 CHD2 INPP5F LSM12 CD5 DALRD3 TCIRG1 WDFY3 CALHM2 TMC3 CEBPE CREB3 TRMT1L SWT1 CEBPG SLC12A4 CREB5 SAMSN1 CNNM1 GCK NIPBL ID3 NPNT SNCG ADCY4 HMGN3 CDX2 ATP1B3 EFNA1 STAT5A VSIG2 PTPN22 PDLIM2 LEMD1 SYT7 ADORA1 GPN2 CCDC88B ZFAND3 RAB20 RAPGEF1 MUC13 PITX2 TWIST1 PLD3 MATN3 EFNB3 STC2 EMX2 PKN1 GLT8D2 CD37 CCR7 NAV1 TMEM185A NAV2 MLLT10 PRDM5 SRP72 BIN2 ADD3 ITGA2B ALDOA RBP5 KCNMB3 PFKFB4 ELN DCANP1 ITGA11 KRT23 OTP LIF LANCL3 HAUS3 SLC43A2 NKX2-2 PLAGL2 TYROBP PLAT BCLAF3 LGALS4 OARD1 RINL OSBPL7 LRRFIP1 CCDC68 NDFIP1 TREX2 S100A10 TAX1BP3 SEMA6B PLA2G4A TBC1D10B DMTF1 DLX4 TMOD3 SECISBP2L TCF12 BMP5 NCKAP1L TTC23 GPR137B ACVRL1 NRP1 EVX1 RAB5C CPEB4 WASF2 IL4I1 SPECC1 CKB ACSBG1 BAG1 CFAP251 SIK3 MIER1 DOCK11 ATP5PD ZFYVE1 CCN1 CTBP2 FCRLA ICAM2 RASIP1 CTSA TIE1 ANKRD28 PSEN1 PTBP3 ORMDL3 ADAM15 SLC39A14 DHH YWHAZ FOXO4 PUS7L MTMR12 IKZF2 NDUFAF3 HPRT1 SEC14L2 STARD13 BCL2 ETV6 SPATA6 RAB2B NAA80 FAM241B NLGN3 XIAP ITPR2 SLC16A6 FYN YWHAQ RAB39A C1orf122 LUC7L CYTH4 SCAF8 TOB2 PBX4 ARL6IP6 SEPTIN1 FGF14 MMP9 FAM110A MIRLET7BHG TLR4 KLHL3 S100G FAM81A MMRN2 HOXC6 PTGIR WNT3 HOXC4 GIMAP4 CD200R1 SPRED2 SRRM1 RBMS3 TFB2M WNT6 ACOT7 CNST TRIM63 HNRNPUL1 NUFIP2 FGF20 PPP1CC AHR PTHLH CD101 ASB2 ASB7 WNT5A ITGAL GAL3ST3 PLXNC1 TFAP4 MAP4K2 NINJ2 TMEM204 SOX5 ST8SIA4 PTPRCAP SRC PCDHAC2 IRAK4 HOXA1 CNOT6L MTPN ITGB7 RLIM GALE KIRREL3-AS3 PTPN7 PTPN6 DMP1 CLNK CORO1C PRICKLE1 HOXB8 CD79B TMPO GPR173 TLN1 CYP1B1-AS1 CXCR3 PCDHGA5 CBFA2T3 ASPHD1 PSD3 KCNQ5 YRDC VSIG10 EVI2B GPR162 PPP1R14C KCNQ1 PLCB2 EVA1B LTA KIRREL3 CHMP5 PARP8 CDV3 GLRX5 EMC6 TBC1D10C SMS ZBTB14 CAMK1D WIPI2 TNF UBALD2 POC1B CTNND1 PLVAP TPM2 TPM3 RGS12 RASGRP3 RTP1 STAP1 RXFP4 NFAT5 SCG3 PLCD1 CAMK2B MR1 PIK3R3 TGM7 DNAI4 GPR107 ICA1 MSH5 RUFY1 CEP135 NTS ITPRIPL1 GAREM1 MPO CUEDC1 POFUT1 PRSS27 CTAWWWATA_RSRFC4_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/CTAWWWATA_RSRFC4_Q2 S100A4 ITGB3BP NOG FAM117A DST STAU1 SLC9A5 NEIL3 WT1-AS HDAC7 AQP1 ITSN1 CUL3 DIRAS1 EPC2 ATP2B4 GRIN2B STAC GRIN2D FAP RARA TLK2 STAG2 PRMT3 COL10A1 TWIST1 MAP2K5 LSMEM2 PITX2 ARHGEF38 TYRO3 SLC12A8 ADGRD1 RCOR1 MYH3 MYH2 CRTAP MYH4 CYP2E1 PPP1R3A PPARGC1A MYH8 PTPRO HES1 NME5 MGAT3 CD36 NNT ZBTB18 ARMCX6 IFNB1 CORO6 JUN SIPA1L1 WFDC1 KRT77 SMPX STC1 TSC22D1 DCAF17 ALDOA CLCN1 CASZ1 ZC3H10 PTCH1 NEK2 GPBP1L1 TRHR CACNB1 XK ITGA10 KY RIMS2 KCNJ2 ASB16 ADCYAP1 LIF PPP1R3D CDC42EP2 MUSK YJEFN3 DMD KLHL40 AMD1 CDC42EP3 PLAGL2 SLC44A1 GIT1 GPR157 MACO1 CBLN4 SLC32A1 ANKMY2 LYPD1 SMAD3 SMYD1 METTL8 MYOZ1 MYOZ2 TNNI3 CSRP3 TNNI1 GPR153 EPHA7 WIPI1 EMB ATP2A3 RNF207 RAB2A TMEM117 SYTL2 MAB21L2 NCOR1 FGF6 LZTS2 MYBPC2 XIRP1 STBD1 CPEB4 FITM1 TRMT10A CKB ART3 EFHD1 ART5 CCDC91 C10orf71 SIK3 SPIB PALLD ANGPT4 FGF4 NR2F1 RAP2B LRRC20 ADAM11 RAP2C SLC25A4 ACTA1 H1-2 PCDH11Y INPPL1 TMEM255A PCDH11X H1-1 LINC00670 PCDHB1 TLCD5 ARHGEF15 OTUD7B ELMO2 HAO1 SLC26A6 CKM ANKRD23 SGCD PATZ1 NEXN-AS1 MIA2 H2AC1 EPHX4 USP2 SCML1 IKZF2 RGS9BP GPM6B CSDE1 GPCPD1 LRRTM4 MYOM2 TCEA3 LRRTM1 ARR3 PER1 BCL9L SUPT4H1 CD24 THBS2 FBXW11 H2BC1 MYF6 IL4 CPT1B HAPLN1 MAT2A IGF1 PDZRN4 DGKI ELAVL4 TTC17 CAPN3 DKK4 MEOX2 PLSCR4 BNC2 SDHC GYG1 USP47 CHN2 MCU TUBA4A BAMBI TOB2 OPN3 TUBA4B SLC8A3 RALY SNCAIP TNNC2 GABRB2 RASGEF1B NCAN RRAD EIF5A FGF12 SLC2A4 PVALB HOXC4 S1PR1 PHOSPHO1 ASPH LGALSL KRT222 MB PLEKHA6 TRIM63 SIX3 ALPK2 TNFRSF17 MBOAT2 ACTN3 NR0B2 IRS1 PATE1 ARHGAP36 SLITRK4 RASGRF1 HOXD4 HSPB1 HSPB3 AKAP1 KLHL41 SMARCA2 ASB4 AHNAK SPTB PHKA2 ADAMTSL1 DRD3 FBXO40 TSPAN13 MYL1 SOX5 SOX9 TIMP2 LPAR4 PDE6D H4C1 FGB SLC30A1 TTYH2 MID1IP1 TEF RHOBTB1 DYRK2 NDRG2 HBEGF BHLHB9 DNAJA4 TSPAN14 ATL2 RHOBTB3 MRPS23 EEF1A2 CPNE7 DMP1 LMCD1 NR4A1 CACNA2D3 FOXP1 HOXB4 ATF3 HOXB7 TSC1 ZIC4 SLC7A1 ITGA7 H3C1 HDAC9 PRX LINC00303 PRKAG1 PRRX1 RHOQ SYNPO2L BZW2 PAK6 GPC4 KCNQ5 DES TRIM8 LOXL4 ESAM POU4F1 SV2A NFIL3 DLG2 TRPM4 GSC EGR2 PTCHD4 KLHDC8B ESR1 KTN1 PURA TRDN EYA1 NPTXR PANK1 UBE2E4P LIX1 CFL2 CA7 MOSMO REEP1 CNTN1 TNNI3K AOC2 CASQ1 CASQ2 PPP2R2A ABLIM1 NDP CTNND2 TPM2 DBNDD2 TRIB2 TPM3 RPA3 PMEPA1 SH3GLB2 RASGRP3 CYP26B1 RASGRP2 NFAT5 POU3F4 ENO3 PIK3R3 COL8A1 HRC NFATC1 ZDHHC24 COL13A1 SLC12A5 DPYSL3 CELF4 AMPD1 MGST3 GCG IGSF21 NTS KCNN1 NAT8L SCN4B POFUT1 RETREG1 TAAWWATAG_RSRFC4_Q2 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAAWWATAG_RSRFC4_Q2 DLC1 SLC8A3 RALY NOG SLC9A5 HJV TNNC2 TNNC1 RASGEF1B EIF5A PDLIM1 FGF13 WT1-AS HIBADH DSPP SLC2A4 MYOCD TRMT112 LGALSL STAG2 PRMT3 PI15 LSMEM2 TYRO3 YARS1 SLC12A8 SATB2 CRTAP HRK ZHX2 ALPK2 JSRP1 PPARGC1A ST6GALNAC5 FAM71C ARMCX6 TACSTD2 JUN ZMYM2 PDGFRA ARHGEF37 SMPX COL1A1 KLHL41 GRB14 PNMA1 FBXO11 PACS1 ALDOA ZRSR2 DIP2B PPP2R3A PTCH1 CELA3A MYL3 TCEAL7 MYL1 PABPC4 TRAK2 SOX5 BEX2 KCNA3 STRADB KY KCNA7 PRELID3A LIF ANKRD44 LPAR4 TMEM38A MUSK HOXA4 KLB ARAP2 HOXA9 TCF4 DNAJA4 GDPD3 GPR157 ADAM23 CPNE7 NR4A1 KLF14 TNNI1 FOXP1 BEST3 FXR1 ZFAND5 SHOX2 SEMA6A HDAC4 CDKN1A KCNJ9 ATP2A3 TRPS1 RNF207 SALL1 GARRE1 GPER1 NRP2 LZTS2 ZNF385B XIRP1 FITM1 PRDX5 WBP4 KCNQ5 SLN TPP2 C10orf71 ESAM SV2A PLEKHH3 IP6K2 USP13 LRRC20 RAP2B RAP2C PTCHD4 INPPL1 ANP32C FILIP1 NRXN3 ANP32D ESR1 PCDH9 KTN1 ARHGAP26 PURA ATXN1 TMEM71 CA7 ARPC5L NREP ACVR2A GNB4 NEXN-AS1 MIA2 MORC4 ADAMTS14 USP2 CTNND2 EDEM1 CLDN14 CNMD TCEA3 CKMT2 NFAT5 PER1 MYOG COL8A1 SNAP25 CPT1B PLPP7 DZIP1L ACTC1 DOCK8-AS1 MAT2A NLK GRIA3 DGKI VEZF1 ELAVL4 CAPN3 MID2 TP63 NEB KCNN1 CUX1 SDHC GYG1 RNF145 TGACCTTG_SF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGACCTTG_SF1_Q6 MEF2C SLC9A7 ADCY1 ATP1B1 MASP1 FSTL3 APP PDIA3 DIRAS1 WWP1 SEMA7A RAPGEF5 TMEM161B LCA5 ZBTB43 CNTLN KIF5A RREB1 MIDEAS LUC7L3 FAM155B RHCG CATSPER2 AC141586.1 MNT ATP5F1C MRPL47 ZNF768 EPS8L2 SH3GL2 BLCAP ALDOA MTX2 GPBP1L1 TRMT2A CACNB2 DEXI KCNMB2 ATP6V0C LAMB2 HNF1B ST3GAL5 DHRS11 C9orf24 ESRRA NTF3 WDFY3-AS2 LINC01089 NDFIP1 YY1AP1 AFG3L2 VDAC2 KCNK1 PRPSAP1 NAA25 TNNI1 CEL WWC1 RNF4 ARF3 RGS7 GK NYAP1 RANBP10 OR10A5 TBL1XR1 FGF9 ATP5F1B AUH CKB CCNE1 STAC2 HHATL XYLT1 SEMA3F NIPSNAP2 DNAJC11 SNPH SIK3 ARFGAP2 SIK2 KCNG4 AMY2A ATP5PF TUBB4A ZNF644 TMEM35A ACO2 SDK1 TLCD5 KIAA0586 CHCHD10 LINC01567 EMC8 CLC TRAP1 ANKRD28 FANCD2 RIN2 UQCR10 RAB3A FBXW4 ABTB2 NNAT ABHD3 KIN CDK16 FNDC5 ZDHHC21 CKMT1B PPP3CC PDHX FZD9 TBX6 IMMT CS MYOM3 NTNG2 ELAVL3 POLR3D MEF2D NRSN2 YWHAH CNTF TFRC CDH16 IQSEC1 JADE2 SDHD UBA1 PHF5A MAEA ATP6AP2 EMC3 MTRES1 WDR72 COX5B FAM81A TBC1D15 SLC2A4 TIMM9 CCDC92 INSR CHAT RBMS1 MADD C6orf47 GABPA RPH3A CDKL5 TIMM8B SLITRK1 GPR55 FBH1 SLC37A2 VSNL1 SNTG1 RNF139 VAMP2 GPR52 HSPA9 SYT17 SLC38A3 HIGD1A HMGB3 MYL3 ST8SIA5 ASTN2 CX3CL1 ATP6V1B1 PPP1R16B MTCH2 HSPE1 SLC30A3 HCN4 LRFN5 KIRREL3-AS3 HCN1 RILP GABARAPL1 PHACTR3 GABRA3 EEF1A2 ADAMTSL5 AK2 TOMM40 RPRD2 RBMX IDH3A RCAN2 RHOT1 HSPD1 BEND6 RAB11FIP5 NXPH4 UQCRC1 UCHL1 OGDHL CYC1 SYNGR1 RNF19B KLHL36 RANBP1 SV2A KLK15 KIRREL3 RS1 DIPK1B EPN3 NRXN2 COX4I1 PCDH7 VASP HOXC10 CHGA GDPD1 HOXC13 PANK1 CNTN2 CTSD CTDSPL2 CA2 CASQ2 ST3GAL1 LINC00472 NDUFB5 CAMK2G ATP5MC1 ATP5MC3 TPPP3 SRCIN1 NTMT1 STK32A NPTX2 DNER CHD2 MSI2 SCN5A WDFY3 WBP1L MED26 NCDN MAP1B MAL UBL3 AMPD3 TAB3 MGST3 PNOC SLC6A8 FBXL22 ZRANB1 COMTD1 CATTGTYY_SOX9_B1 http://www.gsea-msigdb.org/gsea/msigdb/cards/CATTGTYY_SOX9_B1 HMGN1 DLC1 IGF2-AS CDX1 HMGN3 JAKMIP2 PDS5B EDN1 RAB1A BRPF1 CYRIA CDCA7 PICALM FLI1 KLK3 NT5C2 LIN28A STAG3 ZFAND3 DDAH2 S100A1 DAB2IP OSBP2 ADCY10 BPIFB1 RREB1 PMCH MYH2 FANCB COLEC10 POLB TGIF1 SUN2 BCL2L11 FAM53B AP5M1 PRDM8 SPAG9 NAV1 ZNF436-AS1 KRT14 MAPK3 HSD11B1 CYB5D1 PRDM1 MYO18A ADAMTS5 ZNF664 GJC2 MGAT5B PDIK1L TRMT2A BCL2L1 TMEM132A DBF4 CD68 EPHB6 IL17B SPATS2 CRMP1 EGFLAM DMD HOXA10 LHX6 TCF4 MN1 OLFM1 NKX2-2 MDFI TLCD3B MAML1 SCD MAOB TREX1 PCDH12 ZNF521 CDC27 PTPN12 TNNI1 PCDH18 FAM13C NOTCH3 ZFAND5 LAMA1 DLX1 KCNQ1DN SEMA6C SFRP1 ETS1 ARF4 MARCKS H3-3B SYTL2 GRK5 BMP5 TBL1XR1 GPR85 ABCF2 SEPHS1 LINC02875 RBM14 FGF9 GREB1 MITF EIF3A ZNF710 SORBS2 CD151 SPECC1 AP1S2 ANKRD11 NR2F6 HYAL2 FBXL20 SEPTIN4 SNAPC3 ARHGEF19 ADNP MMP1 HERC4 JPT1 TLE1 INCA1 ATL1 CDR2L OTUD7B INHBA ZNF362 CLIC4 RRM2 PLXDC2 SLC26A9 ZNF277 ZMYND8 MOSPD2 CLOCK SRGAP1 CHL1 ADAM15 CSF3 YWHAZ SDCCAG8 BPTF SLC25A40 MRAP FAM72A GNG11 MYCL PCSK2 BCL11A PER2 RADIL NIPAL2 MLLT6 FEN1 HAPLN2 TBX6 VASH1 NASP PMEL HSPG2 ELAVL1 IGF1 TMEM258 MID1 RAPH1 STAT3 EXOC5 NAA38 CNTF ILF2 MEOX1 BNC2 RASSF2 ORAI3 CHN1 NEUROD2 YWHAQ GFRA1 KIF20B TUBA1A PBX1 BAMBI VLDLR MTSS1 LMO3 SKIDA1 FGF10 TRMT9B VCL TOP1 WNT1 GTF2E2 EIF4EBP2 OLIG3 TIAM1 ANK3 TBC1D14 TIA1 FBXO28 SMARCD1 PSIP1 CCDC92 ITCH ELOVL6 SLC4A1 OLIG2 KLF6 RBMS1 KAT6A YEATS2 NUDT3 NUFIP2 ZNF8 ARID1A BASP1 ZNF711 VAX1 WEE1 RTL9 NUMBL HHEX SLITRK1 MAP4K4 HOXD3 SIX1 SMARCA5 STMN1 MFAP5 ARFGEF1 FBXO11 ZNF436 HMGB1 FGFR1 FGFR3 MYL3 SOX2 SOX5 CCDC85B PAG1 MEIS1 PAQR4 HOXA2 PPP1R16B HOXA3 EHBP1 TSSK2 TSSK3 TFDP2 NDRG2 BMF TRAF4 FGD4 DENND2C SPTBN5 FOXA1 DMP1 PTPN4 TEAD1 DOCK4 FOXP2 CDKN1A CORO1A LURAP1L EIF4E NXN PDE7A P2RX3 PNRC1 DYRK1A HOXB9 TMEM88 HDAC9 RBM39 MYLK PHF6 ADAMTS6 PLEKHA1 NDST3 NDST4 FOSL2 CELF3 NDST2 FBXL19-AS1 PAX3 PTMA TNS2 CBFA2T2 MBP CD96 GPC2 RANBP9 TRIM2 SEPTIN9 PAK2 PCBP4 DCLK2 LOXL4 RANBP1 IGF2BP1 APLN HDX DLG2 PHC1 ZCCHC8 TRPM3 TUBB2B SOX14 MYCT1 CALHM5 SCAI G3BP2 CDK8 PRKCH SERINC3 ZSCAN2 CDK2 KIF1C PRKCQ KIF1B FAM53C PANK1 IGF2R AMER1 CFL2 CHST8 ACVR2A KLHL13 NGFR PATL1 KPNA3 CNN3 UBE3A CALD1 ABLIM3 LRMDA RSBN1 TRIB2 TPM4 TPM3 BRD8 LINC01101 MPPED2 SLC39A9 SLC39A8 PAFAH1B2 CNN1 DCX TNPO1 CD40LG ERG ERH GNAO1 MPZ B3GALT2 DTX1 MAP1B DPYSL5 SIRT6 VWF SLC6A9 RDH10 PNOC KCNN2 PRM1 MAPK8IP1 MEX3D ADGRF5 TCANNTGAY_SREBP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TCANNTGAY_SREBP1_01 ALS2 PDP2 SIDT1 RORB ITSN2 CITED2 ACTG2 EPC1 APP CUL5 GIT2 PLS3 STAG2 STAG1 RAB27A MAP2K5 LRRC4 PTPRF BRAF KLHL32 VPS41 GEM PCM1 KAT5 PCYT2 ARMCX6 EIF2S1 VGLL4 LY6G6D HSPBAP1 PPT1 ACP2 ATP6V0C TCEAL8 TRAPPC8 GIGYF2 PSENEN RPP25L ASXL2 DVL2 SPPL3 LRGUK KLF12 EME1 YY1AP1 GGN RGS1 R3HDM2 CMYA5 WBP2NL NACC1 SYTL2 RANBP10 RTN4 ITPRIP KCNAB1 USH1G GLRA2 NAP1L5 SLC38A7 TYR XYLT2 KDM2A VGLL3 HTR5A STX6 CLN3 TPP1 PEPD ZNF547 SLC3A2 ARHGEF12 GTF2H1 GPATCH3 ZBTB8OS GNB2 MINDY2 CSF3 ZMYND12 CSF2 GPR61 HK2 ZNF367 NSMCE2 QTRT1 GATB RNF185 ILVBL ARMCX3 C2 FEN1 USP31 PPCS SPNS1 CSRNP3 SWAP70 PMEL CS PDZRN4 SPIN1 TTC16 MID1 CAPN3 MANBA RPL28 ASIC1 ATRX CDH12 DUSP3 CNTF GLA CDH16 SDHC GSK3B RAB22A POLDIP2 RNF115 SH3RF2 ZNF462 NR5A2 CTNS DUSP8 DNM1 STT3B LARP4 IL17A SLC6A20 LMO3 XPO4 ATP6AP1 ENPEP RBFOX2 TCEAL1 ZIC3 RGL1 APOA2 AKR7A2 RNF146 SLC66A1 ACTN1 AS3MT EEF2 RPH3A YTHDF3 MFSD5 DDIT3 RENBP LRRC39 HIF1A CFAP54 RASGRF1 NFE2L1 PDCD6IP NEURL2 SNX33 STK16 BEX1 UBE2V1 ARPC5 C1orf43 CRCT1 ATF2 ORC6 OTOP2 SDF2 TADA1 NR4A1 MMAA ATP7A LAMP1 PDE7A LMTK2 TDG HIVEP1 FBXO32 FBXO36 HEXA OGDHL CTCF TM4SF19 PIP5K1A SYNGR1 PAX2 ZNF207 C19orf54 SHPK HMOX1 DLG3 VPS11 SEC24D EPN3 LDHAL6B TRPM7 MBNL2 TOPORS KLHL24 ATP6V1D CDK2 PURA ATP6V1F ATP6V1A FAM13B ZFYVE26 IGF2R GPR15 KDM3B LCP1 HYPK SNX16 SLC35A5 CD109 SETD2 TMEM199 GLMP SMOC2 ANXA9 REL CHD2 VPS35 FEZF2 GPNMB MAF WDFY1 KAT14 VPS18 PSAP ADO MICU1 FUCA2 LINC02880 CADPS PNOC PRR14L BAX VPS26A SLC36A1 STARD3NL ADCY8 U2AF2 ATP1B4 CHMP2B BDNF PICALM GAB2 RAPGEF6 CREB3L1 MACROH2A1 BEX3 RAB26 RARB BCL7A S100A1 GTPBP2 STC2 CIZ1 RNF181 AARS1 RAD9A TAOK2 PKN1 PPARGC1A TGIF1 DCTN4 FAM155B SRSF2 PIAS4 STT3A HAS2 ESCO1 SUPT6H TMEM60 BLCAP AKAP12 ASB11 CALR SUPV3L1 IL1RAPL2 HNRNPH2 IL1RAPL1 NR1H4 BLNK ASPSCR1 VPS35L MOCS3 ABR OSGEP S100A16 TP53BP1 CD5L PLXNA2 U2AF1L4 MYOZ3 RALYL DLX2 DLX1 LAMA3 RABEP1 SUPT16H BMP7 TMCC2 PDZK1 NYAP1 CLCN5 RAB5B TOLLIP UVRAG CAMKK1 ANKRD17 TCEAL9 CISD1 VAC14 LMOD1 ATP6V0D1 ATP6V0D2 JPH1 ZFYVE1 ADAM11 RBBP4 MBD6 SLC24A5 CTSA MBD5 TLCD5 CD164 ATP6V1C1 CYP27A1 ZDHHC13 TOP3A MOSPD1 MAP3K11 RAB3A STX4 RCC2 KIT MARCHF8 NR1D1 CHM AP3D1 BCL9L ETV3 MCF2 RAP1GAP ILF3 TMEM258 PTGFR POLR3C GABARAP GBA2 MRPL27 LRRN1 NEUROD2 CHN1 NEUROD6 TRMT1 PDGFB SKIDA1 CRABP2 TMEM156 TLR4 SAE1 UBQLN1 GIPC1 CBX6 HECTD4 SMNDC1 STARD3 HOXC6 SLC49A4 WNT3 CGGBP1 HOXC5 MCOLN1 KAT7 ALDH6A1 PHYHIP TUB SMCR8 SOCS2 TRIM63 TRIM55 FUT11 NPEPPS HOXD3 LNPK HOXD4 SNRPA GAL3ST3 LMNTD1 DIP2B BLM TFAP4 TCEAL7 SOX5 SNX2 NAPA ATP6V1B2 COMMD9 AFF4 DAZAP2 SRC RRAGC CYSTM1 HOXA2 BLOC1S1 SLC30A3 ATL2 RNF14 JOSD1 TUG1 MAFF PWWP2B CLNK FOXP3 FOXP1 EIF4B HOXB4 LAMTOR1 UCP3 PLAAT3 AHCYL1 GET3 SORBS3 EFCAB13 HPS5 HPS3 CBFA2T3 DDR2 RUNX1T1 SV2A FAM50A SOX10 NOL4 TENM3-AS1 UBE2W SOX14 CTSS PEX5L NCBP3 PRKCE UBE2B FSHR RXFP1 EIF4G1 DDR1 EYA1 CUTA GRN ATXN7L2 CTSD TOM1 CNPPD1 ZADH2 LUM NFIX SLC35F6 RETREG2 NTMT1 ILF3-DT OXCT1 CAMK2D MSI2 TNPO2 APEX1 RFTN2 NAA50 KRTAP9-2 UBE4B ZNF827 ZNF775 SIRT1 SH2D6 SLC17A8 IGSF21 LIPG TMEM151A TMEM126B TCEAL3 ALOX5 NFIB CCAWWNAAGG_SRF_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/CCAWWNAAGG_SRF_Q4 AARSD1 MAP3K20 SCN3B TNNC1 SUSD1 IRAG1 FGFRL1 HOXD13 HOXD10 ACTG2 PLCB3 RUNDC1 PICALM CAVIN2 HOXC5 RARB KLF6 NKX2-1 PRMT3 ZNF644 EGR1 EGR2 ACTA1 ANP32E MRGPRF PCDH7 FOSB MBNL1 UBE2C DAPK3 FLNA TRDN CKM SYT9 TAGLN CFL2 PRDM1 NPPA MYL7 PODN PTCH1 CALD1 TFE3 PDLIM5 DEFB129 MAPKAPK2 TPM2 VIT SRF LINC00311 EPHB1 PFN1 NPAS2 PPP1R12A NPM3 TMEM47 TCF4 THBS1 PSENEN NKX2-2 SREK1 ACTB INSM1 ACTC1 DIXDC1 LIN37 NR4A1 SCOC CSRP1 PHF12 U2AF1L4 NKX6-1 KCNK3 CORO1C DUSP5 LSP1 ATRX DUSP2 RAB30 ERBIN PLN SVIL RASSF2 MYH11 H3-3A SP7 KCTD15 MYLK TTCYNRGAA_STAT5B_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TTCYNRGAA_STAT5B_01 S100A3 MASP2 HNRNPR PDLIM1 IRF9 XRCC1 PAN2 PLEC CCDC25 CITED4 ADORA1 BTK DDX17 BDNF BTBD1 FAP CERT1 NT5C2 LIN28A RARA RFFL CD247 AUP1 WNT10A PHOX2B MIR22HG POLK PMCH NOL4L UGCG MECP2 CYP26A1 F9 SERPING1 TSKU UBR1 PROX1 PTPRO NME7 PPARGC1B ADAMTS6 ZNF233 GRB10 ADAMTS9 SRPX2 ZNF235 LRRC29 PPBP VASN CXCR5 NOB1 STC1 PRDM1 MYO18A NEK6 ADAMTS4 TMEM60 PPP2R3A ELL TET2 ENPP2 HOXA11 TAB2 LIF PLAGL1 ZNF112 ARIH1 WIPF1 TSPAN31 NOA1 AGRP C9orf24 LAPTM4B NTF4 EXPH5 RESF1 MAP2K3 ASXL1 ATP11C SLAMF1 HOMER2 GPR153 LAMA2 LAMA1 KCNQ1DN SEMA6D RGS3 KCNJ8 ARF3 DLX4 TMOD3 GK IFTAP CEP41 KLF4 CLEC1B GFAP PPARD NRP1 BACH2 DIS3L MARCHF10 RBM14 FOXA3 AP2S1 GLRA2 IFT80 FLT3LG BLZF1 SRPX HHATL SMC4 OPRPN SCRG1 HAMP SERTAD3 HSF4 ATP5PD COQ8B SLC50A1 PALLD ZNF546 RAP2A SYMPK ICAM1 ADAM11 EGFL6 MGAT4C CBLIF GZMB CSN1S1 SIGIRR ELMO1 AMBN IL18BP CCND2 PROK1 SLC26A9 PLA2G3 USP25 MIA2 C7 CSF2 RAB3B ECEL1 FRMD6 HSD3B7 CREM TMUB2 TMEM100 BET1 LINC00656 DISP2 TRIM15 POLR2B PCOLCE DGKA PCSK2 LIN54 AGT AFF1 RAB11B BCL6 TCEA2 ETV5 TLX2 APBA1 BCL9 TUT1 PI4K2A ING2 IPO11 TRIM25 MAPK10 BIRC2 CISH MRPL24 DUSP4 PLSCR1 GSK3A RBFOX1 JADE2 DGKZ CHN2 HTRA2 OGG1 ABCC5 ZNF582 HJV GPATCH4 VTN ITPKC CXCL11 RBFOX2 TLR7 TRIM46 BATF PRKAR2B OLFML3 ANK3 CMTM2 PVALB HOXC5 RRAS ASPH ZNF180 PI4KB SOCS2 NCALD IRF8 CMTM6 VAX1 IL22 WDR81 ARHGAP36 MAP4K4 DLL4 LSAMP IWS1 ASCL3 SLC38A5 TMEM208 CCL2 CPSF7 ADAMTSL3 MYL1 CLU PHF21B CCL5 EXTL2 GMPPB HOXA2 GPR21 FGA TEAD4 RLIM SLC30A7 ZNF423 AP2M1 FN1 MAFF SYT12 HACE1 TEAD1 NR4A3 IQCF2 KCTD4 ANKRD39 DOCK4 TNFSF11 SARM1 EIF4E MTTP TMLHE CPNE1 CREBRF C15orf54 CORT NKG7 CLDN8 APOLD1 TSHZ2 TMEM95 PLPP6 VGF TNS2 AKT1 SDHAF2 SLC1A5 PCDH1 SEPTIN9 DRC7 CFAP65 IAPP NUDCD1 PSMD3 POU4F1 OIT3 ZYX NFIL3 SEC24C TNIP2 NDUFS2 PHC1 LTA SSBP4 STEAP4 PTCHD4 NRXN3 TRPM7 IGFALS SBF2 MPP6 IRF2BP1 KRTCAP2 SMC6 TSPAN6 OSM TNFRSF9 SDC1 STXBP6 FAM122C LIX1 ATXN7L2 KBTBD8 PROS1 LCP2 VIP BCLAF1 IFT43 EDEM2 CDH1 DBNDD2 SETD2 C1QTNF1 NFATC4 BRINP3 GEN1 PIK3R1 THPO CD40LG ARHGEF39 MXD1 FLT1 MIR17HG TMEM163 DTX2 CBL TMEM74B POLR2M LEP A1BG PPP1R9B MED24 KCNN3 ATP8A2 SMPD1 IRF2 IRF4 SMPD3 CSN3 TATAAA_TATA_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TATAAA_TATA_01 CTHRC1 RND3 CDIPT SCN3B HNRNPD RORB RORA PLEC ATG13 CUL3 AGTR1 TBPL2 OGN DIRAS1 CDH20 DCAKD GRIN2B RPLP0 CYP7A1 SERPINE1 PSMA8 STAG2 ADGRL1 BRAF MYH1 CYP1A1 MYH3 AIG1 MYH2 EOMES IFT57 MYH4 KLHL28 MYH6 CYP1A2 GEM MYH8 CLUAP1 NPC2 PCYT2 AC141586.1 TMEM178A RPA4 PPP2R5E MAPK8 PHF20L1 PABPC4 NFKBIA ARF6 CHCHD7 GLIS3 ACKR1 SLC29A3 ISCA2 INS IL17F KLHL40 ALDH4A1 NTF3 PAIP2 CELF1 ESRRG GUCY2C PRPSAP2 GH2 RERG GH1 WIPI1 RGS1 PKP1 RGS3 RGS4 RNF207 TSGA10 AREG MAB21L1 MAB21L2 WDR62 CSH1 TSHZ3 FGF5 ELF1 FGF8 CSH2 BACH2 ZNF385B FOXA3 CYP2C18 BNIP3 MMP20 SERPINA7 FAM81B CBWD1 MACIR WFIKKN2 USP16 H1-4 H1-3 H1-1 MMP19 CFTR ZNF143 CACNG2 SLC3A1 OGFOD1 ELMO3 MMP13 ZNF334 ELMO1 CBWD2 C8A GAPDH MMP10 INHBA SYT9 EREG EIF4A2 SPRR3 SERPINB2 USP26 CSF3 C6 OFCC1 NHLRC2 PART1 CIPC CYP2A13 CCDC140 LRRTM3 MPC2 SERPINB13 LYPLAL1 SNAP25 BRMS1L FOXD3 MYF6 CSRNP3 PDK4 IGF1 VEZF1 MID1 MID2 ASIC2 NRAS LYG2 CSNK1E BNC2 USP47 CP SERPIND1 MSS51 ASIC5 IL2 FDCSP EIF3J LMO2 IL17A GRIK4 ENAM CGB2 TGFB3 CGB8 IL13 CGB7 IL10 TGFB2 MARCO KRTAP12-1 KRTAP12-3 KRTAP12-2 PACSIN3 SAMD11 KRTAP12-4 CDKN2C DNAJC7 RNF148 LGALSL DNAJC1 MTUS1 SCRT2 COCH IGSF9B STMN2 MYO3B STIM2 LEFTY1 MGP STIM1 ZNF711 IL22 BICD1 PATE1 RTL9 CDIN1 CCDC3 ZNF516-DT TFAP2B TFAP2A NEU2 ASCL3 SPTB EDC4 CYSLTR1 HARBI1 TSPAN13 SMG6 GLUD1 BEX2 ABCA1 CCL5 MEIS1 CCL4 CCL7 SDR9C7 SLCO2A1 MIA2 MEIS2 H4C1 ARPC2 TFDP2 KRTAP17-1 PCDHA11 H4C4 TSPAN12 LRR1 EGF DNAJA4 FGD4 H3C12 NEK10 FOXA1 TEAD1 NR4A1 ABCB1 NR4A3 FURIN BCO2 P2RX5 NMT1 ATF4 EBF2 PRAC1 DSG1 H3C1 KRTAP19-7 H3C3 TMEM88 PCGF5 FABP1 SCN8A PMP2 HDAC9 FBXO36 KRTAP19-1 H3C10 FABP6 TNRC6A CELF3 PAX3 RAI2 RNF19B AMDHD2 OSR2 SLC35D1 RTL3 IMPDH2 PPP2R1B CNTN6 CYCS PCDH8 STXBP4 NEXN TRDN HOXC12 KLF3-AS1 CAPN13 CA7 MOSMO TBCC C5orf51 CA4 CNTN1 CNTN4 S100PBP STAG3L4 MAPRE1 CA2 EPN1 TM4SF4 PPP2R2A CEP95 HS3ST4 PRSS1 CRNN PMEPA1 GADL1 HFM1 FAM89A SLC35B3 PRSS2 SMOC1 EHD1 GTF3C1 MAF EBP CEBPB CYP20A1 CELF4 SLC35C2 GCG CILK1 CELA1 MMP23A ID2 CUX1 ID1 MMP23B TECR ID3 GDF15 RCN3 UTS2 HMGN3 FAM117A HMGN2 MSTN TRIM59 HTN1 EDN1 UTRN FST KRTAP20-2 PRKG2 DSPP REG3G APOD IFNG GRID2 MOS ABI3BP UQCRFS1 PRMT3 COL10A1 PI15 VANGL1 ADGRD1 KRT10 LUC7L3 TGIF1 PPARGC1A TANK FARP1 CD36 PDIA6 KRT17 PPBP KRT16 SULT1B1 KRT14 HARS1 PIAS1 PRDM1 TSC22D1 STPG4 ZIM2 BLCAP PNMA1 CLCN1 RBP4 ZC3H10 GRHL2 GPBP1L1 ALDOB RBP2 XK KRT20 CALR VIT KRT23 OTP TCF21 ACE A1CF CD69 DMD LHX5 LHX6 HAP1 PLAGL2 ABR GKN2 LYPD1 ZKSCAN5 DDX5 GPR153 KRT73 SEMA6B EPHA7 DLX1 GBE1 SEMA6D TCTA TMEM117 RIT1 SECISBP2L PLA2G4B NCOR1 TCF12 KLF3 NRP2 TBL1XR1 RAB5B RBM14 CPEB4 PPARG SENP8 SPINK5 KCNIP4 KCNJ14 KCNJ13 GPX1 ART3 ART5 CYP39A1 GOLGA1 SEMA3C C10orf71 SELENOP SEMA3A AGPAT4 JPH1 ICAM1 MBD6 LINC00670 PDIA4 ARRDC3 RBBP9 PROK2 ATXN1 G6PC SLC26A7 ADK SLC26A9 NPPC WDR82 SEMA4C SEMA4B ATL3 CRYBA2 MAP3K13 CRYBA1 NPPA TG THAP8 RAB3A LEFTY2 OPN1LW ZBTB10 PRIM2 ZFP36L1 MIP LINC00649 CSDE1 AGT ETV1 BCL6 CD24 PRKAA2 ETV5 TES COX7A2 PNLIPRP2 SPEM1 CSNK1A1L B3GLCT BRS3 GJB1 PROM1 AFP AFM SLC16A7 MEOX2 FYN FBLN5 ORAI3 RABEPK TUBA4A PTCH2 TUBA4B CRYGS PDGFB SKIDA1 GABRB2 PLXNA2 MMP8 MMP7 AGR3 MMP3 CNGB3 GDNF WNT2 DMXL1 MYOCD OLIG3 PAPPA PDGFC PRKACA SLC25A27 PRKACB OLIG2 H3-4 ATOH7 LGI1 KAT7 RBMS1 LBX1 CHMP1B NRN1L CARF MRPS18B TMTC2 C17orf58 CADM1 LNPK PBK OPHN1 VMO1 ASB5 EMP3 ASB4 RAD17 FXYD1 TSPEAR SNX6 SNX5 SSH3 BLK SPEN DIAPH3 CCDC88A RRAGB REG1B REG1A MTCH2 MID1IP1 SARNP GTF2A1L RHOBTB1 HBEGF BHLHB9 DEFB1 FN1 MON1A ATXN7L1 LRRN4CL GABRA1 RFX4 BRCA2 FOXP3 FOXP1 ANKRD39 FOXP2 KCTD8 NEDD4 ITGA7 OMG PLEKHA1 PRPH INSL5 MEMO1 MYPN PRKAG1 RUNX1T1 DSTN FOS CD96 CXCR4 PCBP1 YRDC POU4F3 ADAMTSL2 MSMB TOGARAM1 POU4F1 KIRREL2 TSC22D3 MT4 MT3 IRAK1 STEAP4 MYCT1 UBE2H UBE2B MSC BPI EYA1 C2orf27A PANK1 LIX1 CFL2 COMMD3 KLHL13 FSHB AOC2 UBE2S NKIRAS2 APCDD1L GPRC5D TNF NEFM SLC37A4 HECA RPA3 PUM3 MPPED2 RTP1 POU2F1 HS6ST2 TGM3 NEFH GEN1 HRC DPT CCDC71L INSM2 KRTAP9-2 MAP1B ZNF827 TSLP SCGN IGSF21 ARL4D SULF1 WSB2 JPT2 LPCAT3 PRM2 SLC5A7 BMPR1B POFUT1 IGFBP4 KBTBD12 SLC9A5 MASP1 LAMP5 PGC MPIG6B XRN1 HDAC7 CITED1 HOXD11 CITED2 ACTG2 ERO1B FLI1 H2BC12 CCN2 BHLHE22 LSM5 TIGD3 TLK1 TIGD4 MAP2K6 FAM122A MAP2K5 PHOX2B OPA3 TENT5A ANKS1B CNTLN CLCA4 CRTAC1 RCOR1 MAP9 EID1 PPP1R3A CYP2E1 CTNNA3 CTNNA2 NME5 RPS19 ZBTB18 IFNB1 INO80 ZNF436-AS1 ZZZ3 ADAMTS1 ADAMTS5 IBSP IL1R2 LY6G6C HMGCS1 SORCS1 ESM1 OTOS HESX1 ANKRD30BP2 RPS28 CLEC4D ARAP2 TNKS HNF1A TCF4 CDC42EP3 PLTP CLEC3A GIT1 TCF7 MACO1 IL1RN KLF14 NPY5R TNNI2 ITIH6 SHOX2 SYNE1 SYNE2 PENK HMGCS2 H3-3B SYTL2 CLEC1A SOBP GPR85 SEPHS1 LINC00310 USH1G GLRA2 NAP1L3 KCNK12 H2AC21 ADCK1 P4HA1 H2AC20 ZNF654 ANGPT1 ZBTB20 TRPV6 VGLL3 MYB MYC COQ8B SLC50A1 ANGPT4 SYMPK ARHGEF2 ACTA1 TNMD TLE3 TLE4 JPT1 H2BC21 OTOF ZMYND8 PATZ1 G0S2 KCNH2 CLN5 SRGAP2 KRTAP10-3 H2AC1 HSD3B7 CREM ZBTB9 H2AC8 FHL2 TMCC1 CCL23 HPSE2 AMELX AMELY SLC4A9 SLCO3A1 SUPT4H1 FBXW11 SIM1 H2BC1 HAPLN1 H2BC3 FLRT1 H2BC5 MAT2A H2BC8 CTLA4 PDZRN4 PPP1R10 KRT25 ELAVL2 KRT26 ELAVL3 KRT27 KRT28 TTC17 CCL15 CCDC138 TMPRSS3 LYSMD2 P2RY12 ZG16 C2CD4A RASSF2 H2AC13 GFRA1 H2AC12 CLRN1 NR5A2 SELE ORM2 DNM2 CTNNAL1 SLITRK2 FOXN3 XPO4 MANF ENTHD1 RBFOX2 ZIC3 CHAD SLC2A4 SPINK7 SLC2A3 ANK3 RLN3 APOA5 SLC2A1 PUM2 KRT222 IRS4 SRPK3 KRT76 BPIFA1 NCALD SLC34A1 EEF2 ACTN2 OR2K2 IRS1 JUNB PA2G4 THBD NOS1AP TNFAIP8 HSPB7 COL1A2 PSCA COL1A1 HSPB3 KLHL41 ARFGEF1 ZNF436 REG3A KRT36 APOC2 CX3CL1 NHS CCNG1 CRCT1 LPAR4 POLE4 KRT31 KRT35 OTOP2 TEF ANGPTL1 TRAF7 CHM DYRK2 PCYT1B ANGPTL4 ZNF423 CPA4 EFEMP1 AKAP8L SLC6A14 UCKL1 NSD2 LCE5A RBMX ARMC2 LCN1 TNFSF10 CRBN TSC1 ZIC5 HIVEP3 MYH11 CREBRF MYH13 SPTA1 CPB1 RHO GPER1 NDST3 NDST4 FOSL2 APOLD1 UCHL1 DUOX2 KRTAP13-4 KRTAP13-3 CTCF PEX3 VGF PRDX1 FEV KRTAP13-1 TRIM2 KRT33B DES KRT33A KRTAP11-1 GTF2A1 GPC6 ZNF407 RHOA NFIL3 CABLES1 TRPM4 CSHL1 DUOXA2 TRPM8 TRPM7 OTX2 KLHDC8B ESR2 GORAB PADI4 PURA BBS1 CHRM2 KRT86 CYP2A6 CYP2A7 PRLHR JAM3 LCP1 VIP ABLIM1 GALNT3 IRX4 HCRT GALNT7 FGFBP3 NDP LRMDA KITLG TSHB ATP5MC2 DEPDC7 ECI1 VCAM1 SKAP2 SKAP1 PRDM12 ALDH1A2 ORC2 SLCO1A2 C1QTNF3 OVCH2 CHD2 DCX COL8A1 BGLAP FLT1 MBTPS2 COL13A1 SLC12A3 PSAP LGSN ANXA1 LYRM2 CREB5 MAN1C1 RASL11B INVS NIPBL ZRANB1 SH3BGRL3 DMBT1 ITGB3BP S100A4 CGA MLIP CGB3 NOG CDX1 CDX2 S100A8 B3GALT6 ATP1B2 B3GALT4 S100A9 ATP1B4 PDLIM3 POSTN PTPN21 SYT7 AQP1 TSPAN9 ZBBX DNASE1L3 AQP3 TAF7L SRSF6 HOOK1 SRSF7 BDNF CCDC43 STAC PLOD2 RBM8A SOSTDC1 H2AZ1 RARA RAPGEF4 S100A2 PITX2 TWIST1 RARG EMSY PMCH NKX2-8 CRISP1 CYP26A1 NAV3 SRSF3 SRSF2 PCF11 DCLRE1A MGAT3 NNT HTR7 STC1 KCNMB3 SRSF8 ENPP2 HOXA11 TRAK2 STRADB ASB16 TMIGD1 ASB18 LIF ZUP1 HOXA10 ADGRB3 IL1RAPL1 GDPD3 DHRS11 PLAG1 COLCA1 TRPC4 CBLN4 SMAD9 OSBPL8 RNF43 IL1F10 LRRFIP1 EN1 SMYD1 ARFIP1 TAX1BP3 HOMER2 ECM1 ABCG2 TULP4 MS4A14 CHRNB1 LHB BMP5 PDZD2 SCHIP1 DIS3L PPP2R3C MITF TBX20 MLH3 WBP4 CLRN3 CKB NOS2 ACTR3 FERD3L LRP2BP CTAGE1 COL11A2 NR2F2 TOP2A DOCK11 VCPKMT NR2F1 CCN1 ADAM11 ADAM10 SLC25A4 FCRLA FAM133A CYYR1 HERC1 ADTRP CHRDL1 ANKRD23 SLC27A2 TPH2 CLDN17 FAM110D CAB39L IKZF4 SLF1 SUMO4 CYLD LIN54 C8orf82 DDIT4L LECT2 HSPA13 THBS2 TBX6 FZD8 TBXAS1 NOS1 TBX3 TBX4 DLG2 DKK4 DKK2 DKK1 COL19A1 LUC7L NEUROD6 C1orf122 ABCC5 TOB1 ABCC6 APOBEC2 HNRNPAB WNK2 FGF14 RNF39 CRABP2 FGF16 FGF10 BLOC1S4 ITPKC TRMO S100G KLHL1 DMPK KRTAP6-1 HOXC6 KRTAP6-2 GSTM3 HOXC4 HOXC5 RPF2 TENM1 RBM12 ZNF691 MBD3L1 SATB2 SCAMP3 PCDHGA11 TRIM63 SCUBE3 SOCS1 TNFRSF17 NR0B2 FGF21 NR0B1 KRTAP6-3 STK3 HOXD9 PTHLH MAP4K4 PARP16 TNNT1 HNRNPA0 HOXD3 KRTAP4-7 MGME1 SLC38A4 ZRSR2 RNF17 PPY SOX3 MYL1 SOX2 SOX5 CCDC85B RRM2B ATP6V1B2 SOX9 SRF RASAL2 MIR503HG HOXA2 LAPTM5 SLC30A1 CNR1 HOXA6 SRR TMEM86B HOXA9 PRPS1L1 NDRG2 LRFN5 RUNX2 IVL GEMIN8 HAVCR2 LPL KRTAP8-1 LPO SESTD1 SAP18 SNX21 WWC2-AS2 HOXB3 HOXB4 DIO2 HOXB8 DIO3 HOXB5 HOXB6 CPNE1 C19orf48 KCTD15 CPNE3 WIF1 GARRE1 TAFA1 DENND2B MYLK BMI1 PNLIP UTY TACR1 RRH KDM6A TMEM62 PAK6 TDO2 KRTAP21-1 PRL LTA KRTAP21-2 RABL6 EGR2 GSC SULT2A1 TENM3-AS1 MPP4 LDB2 LEAP2 RBMXL2 ECT2 GRP RXFP2 HARS2 CEMIP UBE2E4P EMC6 FAM118B PPP1R15A NPVF TMEM182 PEG3 GJA10 TNFRSF25 SPOCK2 CALD1 NANOS1 CDC73 POU1F1 TPM2 SCARF1 TPM3 RIOX2 AGBL2 C5orf46 SH3GLB2 RASGRP3 HAND2 EPX SPRR2A SPRR2B KRT8 PTH CYP26B1 PPP1R12A MFSD6 POU3F2 CNN1 ING1 FAM78A MYOC ACTB ACTC1 PTPRD TMTC1 NDUFA7 SOX30 AP000708.1 RGS13 AMPD1 MGST3 CYP26C1 NAT8L SPRR1A DCDC1 KCNN3 CRH SP6 SP8 TIAF1 SPTAN1 NFIB TGANNYRGCA_TCF11MAFG_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/TGANNYRGCA_TCF11MAFG_01 ATP1B1 SNCB SYT2 HNRNPR RORC PLEC CD2AP BTK ALKBH5 SSR1 DDX17 GAB2 RIDA TOX2 SMOX GNG3 ASAP2 TXNL1 TYRO3 MIR22HG RARG ANKS1B RAN BARHL2 PIM1 KRT13 NUDT10 NUDT11 SGMS1 PTPRN MIR9-1HG MAPK3 RYR1 OSER1 SMPX PRDM1 FCHSD1 PLPPR2 PFKFB1 ALDOB CACNB1 NECAB3 DUSP13 SPATS2 DMD DYNC1I1 HNF1A PPP2R2B CDC37L1 CPXM1 ASPSCR1 C9orf16 GPD1 COLCA1 WDFY3-AS2 RSPO2 FBXO2 MCAM GOLM2 MLLT11 FOXG1 EMB ATP2A3 ARF4 POP1 JAZF1 MAP4 GK TREML2 P2RX6 TLL1 CLCN5 BACH1 ABCF3 ITPRIP KCNAB1 FGF9 PPARG BSCL2 BNIP3 NAP1L2 NAP1L5 CAMKK1 SERTAD4 ANGPT1 RAB6A CYTOR FGF1 NABP2 SLC50A1 FMNL1 KDELR2 UFD1 ACO1 PIK3C2B ANP32E ATL1 FLNC ARRDC3 RBBP7 GAPDH BLMH ZNF296 SERPINB5 GRM7 GADD45G CDC42SE1 LYVE1 GADD45A KCNH3 MIA2 CA14 TMEM263 CIPC SUMO4 SUMO2 CDC45 TMCC1 LIN54 SQSTM1 CBY2 PPP2CA C8orf82 BCL6 USP34 BAZ2A MTMR4 DTNA TUT1 IL6 BRD2 TBXAS1 IPO11 KRT27 MAPK10 SAMD7 YWHAG EML3 DUSP2 LRP1 RPL23 MAPK12 FBLN2 SLC16A6 PSMD11 DRP2 CDON TUBA4A C1orf122 TUBA1C TUBA4B ABCC6 TOB1 SLC8A3 SLC22A18 CRYGN LARP4 AP1G1 MMP9 EIF5 SLC7A8 FGF11 SEL1L3 TBP KLHL3 CBX6 IQGAP1 TLR8 SZT2 CLIP2 AAK1 CD200R1 DNAJC7 TSPAN17 TFAP2D KAT8 SLC22A18AS SPTLC2 KCND1 STMN2 CMAS LRP1B NTPCR CNBP LINC02694 EEF2 SLC25A51 SIX6 WDR81 PSMA1 CST7 HSPB3 SMARCA2 HSPA9 AHNAK ABCA7 HDLBP GAL3ST4 MYL3 TSPAN13 MDGA2 SOX5 NEDD9 KRT36 PHF21B KCNA6 RABGGTB PCDHAC2 RASAL1 PSMB1 METTL2B TFEC PSMB2 TMEM47 FBXO44 UBE2D1 ANGPTL4 RNF13 GABARAPL1 DHDDS MYO1C ADAM23 CPNE6 NR4A3 HSP90AB1 ABCB6 KCTD4 TINAG DOCK4 FOXP2 PSMC5 VCP HOXB8 TOMM70 CIRBP MYH13 OMG RHO OSBP PTGES2 HINT1 UCHL1 NR6A1 CLTC DZANK1 PLBD2 JADE1 KRT33B SEPTIN9 CAVIN2 SNTB2 DLG3 NRG1 SEC24D PLEKHH3 PSMD7 PSMD8 RHOG FTSJ3 LTA SEC23A NRXN2 GAST PRR7 ESR1 CDK9 UNKL RAB5IF PADI4 FAM83H NDUFC1 VASP C2orf27A TANGO2 CFL2 KLHL11 SNX10 NKIRAS2 SAMD12 GSTP1 ROM1 LINC00472 NANOS1 RAG1 CTNND1 METTL2A TPM3 CPZ SRCIN1 SLC35B1 PAFAH1B1 GEMIN7 MYOC BAHD1 ENO1 RFTN2 WDFY3 DTX2 TTLL7 OSTC SPEG CRH TBL1X VPS26A PTGES3 RNF182 TBL1Y WGGAATGY_TEF1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/WGGAATGY_TEF1_Q6 AJUBA PGF CCSER2 PGAM2 FSTL1 REST KIFC3 CCN2 PIK3C3 FAT1 PLS3 PTPRJ SPACA7 ROCK2 CRYAB KDM5A LRRC1 COLEC10 LIFR MYH7 SLF2 MYH6 UNC13D CAVIN1 CCDC148 TGIF2 COA3 ERBB2 GAS2L2 TBXT MUSK SH3RF1 CDC42EP1 TMEM86A UPK1B DVL3 NTF4 ASXL1 PPFIBP1 PRRG4 WIPI1 RAPSN RGS3 RNF207 PKP4 SYTL2 ELF3 NAP1L5 ANGPT1 FBXL13 NKAPD1 ACTA1 MGAT4C SEPTIN4 MYADM KLHDC3 INHBA MAST2 C22orf31 KCNH2 RAPGEFL1 NSD1 NEXN-AS1 C21orf62 TSPAN33 CLEC18C PDE1A RAB11B WDR13 CALCOCO1 KCNE2 ZNF467 GALNT12 ACSL3 HAPLN1 ATRN PMEL LMNA PHF12 MTF2 MID1 ARMC10 SOST PLSCR2 RASSF2 CLRN1 ZNF462 DUSP7 MTSS1 BMP10 BCAM NTN3 IL17RE ZIC1 NR2E1 VCL KALRN OLFML3 CHIC2 DDX23 CDKN2C RRAS TSPAN17 IRS4 TMSB10 ARID1A SIX5 SIX4 DDIT3 ROGDI HSPB2 SPDEF SMARCA2 SPTB HMGB2 SIPA1 BMPR2 TINAGL1 MDK GPR21 DDX3X FGA JUND PPIL4 TFDP2 ADAM33 TRAF4 AP2M1 NR4A1 NR4A3 LDLRAD4 ATF4 MEA1 CACNA1G TMEM88 SCN8A NID1 NDST4 IER5 TNS2 NTN5 DLG3 NRG1 TMPRSS11A NRG2 TRPM3 MAN1A2 CNTN6 OTX2 ESR1 MBNL2 CDK6 SLC9A3R1 POLR1G HMGA1 CDK2 KIF1C HOXC13 CLDN2 CTDSPL2 JMJD1C PTMS MAPRE3 CEND1 FHOD1 CRLF1 ATP5MC2 CDH3 TSPYL4 ADPRHL1 MSX2 SMOC2 APPBP2 EHD1 SCNN1A CHD4 DALRD3 KLK6 KAT14 NES SLC12A4 SLC12A5 C1orf21 COL5A3 AVPI1 COL4A6 COL4A5 ZBED2 ID2 MMP23A MMP23B SPEG SH3BGRL2 CTTNBP2NL SH3BGRL3 TMEM125 MLIP NOG IL6ST SYT2 HTN1 EDN1 SYT8 TSPAN9 HOOK1 SIN3A APOE SOSTDC1 LIN28A CHRNA1 FOXO3 PRMT3 RARG EFNB3 CAVIN3 TGIF1 FAM53B DENND1B SRPX2 CGN PIAS3 CORO6 KRT14 MNT PDGFRA LAMC2 PRDM1 ZC3H10 PTCH1 DCANP1 VIT LAMB3 LAMB2 PRUNE1 DMD HOXA10 LHX4 HNRNPLL SLC31A2 BMP4 TRPC4 MMGT1 RHBDF1 SMAD3 EPHA2 PTPN11 NOTCH2 RNF2 TMOD3 BMP5 NNMT DIS3L NFKB2 SORBS2 SPECC1 KCNJ13 PCNX4 MYLK3 ANKRD11 GOLGA1 C10orf71 LMOD1 COL11A2 CCN1 POGZ MBD6 RPH3AL MMP1 INCA1 LINC01567 CLC PROK2 SLC26A6 DACT1 POGK TENT5B CLDN16 CA14 PPFIA1 ELOF1 NDUFAF3 SEC14L3 GPM6A PGAP2 BCL11A POPDC2 RADIL MLLT3 GDI1 MCF2 MAPK10 ITPR3 RAB30 PLPP5 SLC16A8 SKIDA1 PDGFA GABRB1 FGF13 DMPK STARD3 TRIM54 KMT2E PROP1 SH3TC2 RBMS3 TBC1D10A GLP2R SPRED1 SH2B3 PLXNB1 NUFIP2 FOXN1 MRGPRF TNNT2 TIAL1 DSP FGFR2 TXLNGY RNF19A CALHM4 FGFR4 CAV1 DIAPH1 KATNB1 PAQR6 ITGB4 HDGF GREM1 ITGB1 RASAL2 BTF3 TMSB4XP6 TMSB4XP8 TMSB4XP4 TMSB4XP1 ARHGAP29 LRRN4CL ITGA2 ITGA3 FOXP2 WWC2-AS2 HOXB3 NEDD4 RRN3P1 CPNE1 DENND2B SGIP1 PRX SLC5A2 MYPN IGFBP6 JADE1 PCBP1 PTH1R MGLL SHC1 FAM50A PLEKHH3 PRKCI ARHGAP24 DDR1 CFL2 ESRP2 ITGB1BP2 RBM47 GHRL CNTD1 NPVF CKS1B GPRC5C CNN3 CPLX2 TPM1 SCARF2 HAND2 RASGRP2 LINC00482 NOTCH2NLA ERG MPZ ZNF827 FERMT1 SPARC SH3BP1 CYP2W1 PRSS27 GCCATNTTG_YY1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCCATNTTG_YY1_Q6 PDS5B GFER EPC1 EPC2 MAP3K4 GRIN2B CLK4 GIT2 RPL10 DHX35 TMED10 ADGRL1 MAP2K5 H1-0 LRRC4 RXRB PTBP1 FAM162A KLHL28 UBE2J2 BCL2L13 MARK3 C3orf36 PCYT2 SERBP1 ZNF41 DYNC1H1 DENND4A GNAI2 TET2 SCYL3 CACNB2 SNRNP35 CNOT1 PICK1 HEXIM2 ATP6V0C PFN2 INTS9 TRAPPC8 GIGYF2 TRA2B TTLL11 TCF4 RPP25L PPP4R3B ASXL2 SZRD1 CELF1 USF1 RPS8 PRPSAP2 UPF3B SYNE2 ARF1 CNPY4 LSM14A ZBTB22 NBEA CCDC71 TCTN2 HSF1 KDM2A USP14 FBXL18 MRPL1 ARMC8 ZDHHC5 ADNP ARHGEF17 JPT1 ZNF143 CHCHD10 ZNF335 GAPDH TAF15 CCND2 EIF4A1 RRM1 SRGAP2 NACA EXOC7 DISP2 ABHD1 CIPC MTMR3 PPP2CA MPDU1 WDR13 C21orf58 CCNB1IP1 SPNS1 MAT2A PHF12 MTF2 ELAVL4 TTC17 SF3A1 ATRX KIAA1143 RPS6KA3 SFPQ RAB22A ZBTB4 UBA1 SSR4 DUSP7 FOXN3 AP1G1 BTRC RBM3 EIF5 CNOT3 PRICKLE3 RBM5 KNTC1 MANF REXO1 PRKCSH IDH3G TIA1 PUM1 RPN1 RALA IRS4 RPL35A NUDT3 PDE4D CCDC6 EP300 HIF1A NDC80 NFE2L1 ARFGEF1 UBA52 N4BP2L2 NR2C2 ATF1 UGGT1 METTL3 DDX3X ARPC2 FKRP ANGPTL5 PRRC1 TAF6 SYT11 PPP1R21 AKAP8L DOCK8 NELFA RBMX SHANK2 SETD3 ATF4 CDKN1B TSC1 PNRC2 DYRK1B ZNF318 RBM39 ARID4A CTCF PTMA ZNF207 TRIM8 YY1AP1 JMJD6 NDUFS8 ZFAT NDUFS1 SEC23A METTL4 ZFY OTX2 ZFX C9orf163 TOMM40L NCAPH2 PRRC2C KIF1B RIF1 UQCRH NCOA6 UBC FOXN2 KDM3A WASL MOK RBM4B SNX13 CPSF2 UBAP1 PPP2R2A PHB2 IRX5 SNX17 NFYC ATP5MC2 METTL16 NFYA ATP5MC1 APLP1 HIC2 ZNF668 PRDM10 CHD2 CD4 PAFAH1B1 HSPA8 GNAO1 NCDN HNRNPC ADO SCRN1 ATP5PB ENOX1 HMBOX1 UBIAD1 U2AF2 DZIP1 DOLK RAB1A SRSF7 DDX17 SRSF5 GBF1 RAB28 ZNF747 RAPGEF4 LMF2 PITX1 EIF2B4 RECK LRRC41 MRPL51 EMSY RBM14 STRN3 STRN4 ANAPC4 PRPF38B SRSF1 TGIF1 KANSL2 SRSF3 SRSF2 PCF11 PIAS3 MNT UTP20 PIAS1 RAB10 MIOS FUS LMNB1 TMEM187 SFXN1 BOP1 YBX1 PCNT HNRNPH3 FAM120C UBE2K AEBP2 TP53BP1 OARD1 CELSR3 PMF1 TAX1BP3 PYM1 DDX6 RPL18A RNF5 SMYD5 WDR77 IST1 C16orf72 ALKBH8 ACTR8 AGPAT1 KCNMA1 CCNK ADAM11 EZR RAB4B ZC3HC1 CD164 ZFP37 SLC26A6 ADK RAB5A TOP3A EXOC6 CAB39L RPRD1A ZBTB11 ZNF646 POLR2A MRPL11 SUMO2 KIF15 ZNF764 ETV1 AP3D1 THAP1 CDK17 CSNK1A1 FZD8 GPBP1 JARID2 NASP CSNK1A1L ILF3 AP4S1 YWHAE PAPOLB RBFOX1 LUC7L3 ATP5F1A PAPOLG BAMBI APBB1 SCAF8 TJAP1 CLPB MAEA SLC6A1 RALGAPA1P1 FAM193B CBX5 AIP HOXC6 KMT2E RAD21 HOXC4 TBC1D14 TARDBP RBM10 KAT7 RBM12 RBMS1 DSCAM SMCR8 PCIF1 NUFIP2 LYPLA2 PPP1CC MAP4K3 ZBTB40 HNRNPA1 TIAL1 MGME1 IWS1 AKAP8 RNF26 MYNN MAGT1 RPRD1B EEF1B2 SNX5 COX7B ZNF638 ELK3 ENSA RSRC2 HOXA2 CSE1L RLIM BTF3 TUG1 LIMA1 COX8A CASC3 PDSS2 FOXP1 ATE1 UBR3 PSMC5 CPNE1 RFX1 DAP3 KDM6A FBXL19-AS1 DGCR2 PCBP4 HMGXB4 TOGARAM1 FTSJ3 NSF RABL6 IRAK1 R3HDM1 CCDC151 RCC1L SPEF1 TSPYL2 PLPBP FAM83H ABHD12 EIF4G2 PIGV CRKL EMC6 ARCN1 KPNA6 NAPEPLD PPP1R15B ING4 ING3 WIPI2 PPP4R2 UBE3A TRA2A SPCS2 NDUFB1 ILF3-DT TTI1 TMEM69 SAFB EMG1 POU2F1 SLC39A7 CCDC174 TGM5 CHTOP AKIRIN2 L3MBTL2 NCAPD2 UBXN11 RUFY1 RACGAP1 WSB1 SP1 TPGS2 MED24 PSPC1 ATAACCT_MIR154 http://www.gsea-msigdb.org/gsea/msigdb/cards/ATAACCT_MIR154 C6orf120 COPS2 FOXN3 E2F5 AQP9 RAB5B HNRNPR PHF20 CNOT4 ATP2B1 CUL2 EVI5 PAPPA FGFR1OP2 VPS4B OGT KAT7 FBXL16 KHNYN MTUS1 EVA1A UBE2A ADNP SOCS5 HMGA2 PPP1CC IL20 CTDSPL2 PPM1E CATSPER2 GNB1 HNRNPA0 GRM7 CHST9 KPNA1 WNT5A RNF19A CAMK2G CIC TRIB2 UBE2D3 DOCK1 UBE2D2 RNF11 WAC HNRNPH1 PLAGL2 MAF ZFC3H1 OSBPL8 MARCHF7 BRCA1 FNIP1 PKNOX2 SALL1 DYRK1A PCNA HDHD2 MAP4 TCF12 SCARA5 CADM2 ACGCACA_MIR210 http://www.gsea-msigdb.org/gsea/msigdb/cards/ACGCACA_MIR210 GPD1L ACVR1B DENND6A EFNA3 ZNF827 ELFN2 SYNGAP1 SCRT1 GGCGGCA_MIR371 http://www.gsea-msigdb.org/gsea/msigdb/cards/GGCGGCA_MIR371 PTGES2 POM121 DYNLL2 ZIC4 SYNGAP1 E2F_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_01 E2F1 LZTS2 E2F3 ARID4A E2F7 HNRNPD SDHAF2 H2BC17 AP1S1 H2BC12 SMC4 GATA6 HMGXB4 HOXC4 EED RANBP1 H2AX RARB PTBP2 CASP2 MYC FANCC ALDH6A1 CA10 ADNP TOPBP1 TAOK2 MCM2 MCM3 MCM4 WEE1 RFC5 KHSRP PRPS1 YTHDC1 ECEL1 USP2 TRMT2A PRKDC PCSK1 CSDE1 NECTIN1 TMEM143 CHD6 RNF121 AMD1 PIK3R3 BRMS1L CHD4 NASP PPP1R10 AK2 NLGN3 GRIA4 NR4A3 ELAVL4 SFMBT1 DCHS1 SYNGR4 LURAP1L NOLC1 BNC2 PCNA DNMT1 H2AC12 H2AC17 MARCKSL1 RMI2 E2F_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_02 MRPL40 SLC9A7 SLC9A5 HNRNPD NELL2 HIRA TRMT13 HNRNPR SYNCRIP PAN2 ACBD6 MAP3K7 RTBDN SRSF7 BRPF1 CDCA7 H2AZ2 H2BC12 RAVER1 H2AZ1 KANSL3 STAG2 STAG1 TYRO3 EMSY PIM1 BRME1 ZNF503 TAOK2 POLA1 AP4M1 SRSF1 MAPK6 APPL1 EFNA5 ADAMTS2 ZIM2 APH1A FIZ1 TRMT2A TMEM187 EPHB1 PLAGL1 KBTBD6 DMD FBXO5 KBTBD7 TRA2B RPS20 ASXL2 SMAD6 ZNF524 SYNGR4 SEMA6A NUP62 NOLC1 PCNA WBP2NL WDR62 RIBC1 CLSPN GLRA3 EZH2 CCNT1 IL4I1 YBX2 AP1S1 UBR7 MAPT ARHGAP11A FANCG MYC NABP2 FANCC ZNF644 CDC6 ACO2 CDK1 TLE3 MXD3 OTUD7B GAPDH ZNF362 FANCD2 RRM2 EIF4A1 GON7 THAP8 UNG MCMBP ZNF367 ZNF687 POLR2A FMO4 PCSK1 SUMO1 CNOT9 USP37 SLCO3A1 BRMS1L SOAT1 TBX6 GPBP1 ZNF565 NASP GMNN ILF3 GRIA4 MTF2 RPS6KA5 JADE2 LUC7L3 ZBTB4 H2AC12 HNRNPA2B1 PHF5A E2F8 STT3B PRPF4B GABRB3 IER5L STK35 SMC1A SNRPD1 CBX3 EMC3 PKMYT1 SMC3 VCAN GATA1 CAND1 CASP8AP2 DNAJC9 EED ALDH6A1 RET HNRNPUL1 PCIF1 RBL1 NUFIP2 KIAA0825 TOPBP1 ATAD5 STMN1 DNAJC5G TRIM39 PRPS2 SPTB PRPS1 GINS3 PBRM1 PODN TFAP4 KCNA6 SPINK5 PAQR4 SASS6 RASAL2 UGGT1 POLE4 KCNS2 EHBP1 POLE2 H4C1 TMEM143 HCN3 TRMT6 SUV39H1 KMT5A AK2 ATAD2 DCTPP1 POLD3 ATF5 PPIG POLD1 H3C1 DNMT1 TMPO CORT MYH10 E2F1 TMEM108 E2F3 ARID4A E2F7 NR6A1 PAX6 ZCWPW1 PTMA JADE1 MCM8 ARHGAP6 MCM7 CDC20B MAZ HMGXB4 NFATC2IP DLG3 POU4F1 RANBP1 PHC1 ZCCHC8 CDC5L MCM2 MCM3 POLR1G MCM4 NCL HMGA1 SMC6 MCM6 HOXC10 PPM1D IPO7 CTDSPL2 NRK FHOD1 PEG3 YTHDC1 ING3 FKBP5 DCK PCLAF PRKDC GPRC5B ILF3-DT HS6ST3 GEN1 MSH2 MSH5 MEPCE CDC25A GSPT1 SP3 NIPBL ID3 RMI2 CDPCR3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/CDPCR3_01 SLC44A4 FGF7 AMMECR1L LYPD6 PPARG ZNF710 RIPK4 FGF10 PIP5K1A ZIC1 ADGRL2 PAK3 FOXB1 TFAP2D BHLHE41 IRAK1 FAM24B CNTN6 MICAL2 SIX3 MARK1 TSPAN6 HES1 RBPMS PARP16 ZNF516-DT C9orf139 SIX1 CDK2AP1 PTGFRN CER1 CSMD3 UPP2 MYT1 NPAS1 SOWAHA HOXA4 POU3F4 POU2F1 DYNC1I2 HNF1A SLAIN1 SPP2 ETV3 BMP4 L3MBTL2 NTN1 KCNK18 FOXG1 HDAC4 WIPI1 ZIC4 DLX5 CRH SP6 NFIA KBTBD12 TAXCREB_02 http://www.gsea-msigdb.org/gsea/msigdb/cards/TAXCREB_02 SGIP1 NOL10 DIAPH1 CRLF1 ERLIN1 DCAF1 JAG1 DLK1 OTP ARIH1 STX12 LIN28A BCL11A SERTAD1 NKX2-3 CAPN6 EEF1A1 SSBP3 PPP1R11 ADIPOR2 S100A10 ZNF362 ZMYM5 NAB2 LMTK2 EMP3 RAPGEFL1 PAX3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/PAX3_01 YARS1 RTF1 PLCXD2 ZCCHC12 MAP1A NOL4L MYH2 STXBP1 FAM162A FGF10 PHF21B CBX8 ZIC1 SRSF6 CLPTM1 NOTCH2 AP1S1 CACNA1G CRY1 NOTCH2NLA FBXO11 KCNE4 E2F_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_Q3 HMGN2 PDS5B ADCY8 HNRNPD TRMT13 DOLK ZNF653 DDX17 FLI1 CDCA7 H2BC12 EIF1AX H2BC10 H2AZ1 FOXO3 STAG2 ZBTB25 LIG1 BARHL1 PDS5A MDGA1 PIM1 AP4M1 POLA1 SRSF1 ORC1 SRSF2 UXT RFC1 PCYT2 RHCE SERBP1 PIAS1 ADAMTS2 ZIM2 RTF1 TMEM187 TRMT2A EPHB1 EPHB2 SEMA5A USP49 NECTIN1 DMD FBXO5 LHX5 KBTBD7 FAM120C SREK1 KLF5 SMAD6 TREX2 LASP1 RBPJ PCNA KLF4 RIBC1 NRP2 ABCF2 EZH2 SPTSSB FAM216A INTS7 AP1S2 DNAJC11 SNPH SLC25A3 ARHGAP11A JPH1 SIK2 ZMYM2 CDC6 RBBP4 H1-3 UFD1 TMEM255A CDK1 OVOL2 RBBP7 OTUD7B MXD3 RAD51 NDUFA11 GAPDH ZBTB8OS ZNF362 TENT5B UNG ZNF367 POLA2 GCH1 FMO4 PCSK1 CDC45 KIF15 RAB11B MRPL18 TIGAR PCSK4 SHMT1 TBX6 GPN3 ZNF565 TBX3 MAT2A NASP GMNN ANKHD1 PHF12 NPR3 ATRX KIAA1143 TFRC ERBIN PHF13 PPP1R8 JADE2 NSD3 H2AC12 PAPOLG E2F8 STT3B GRIK2 IER5L SMC1A SLC6A4 STK35 CNOT3 PKMYT1 PRPF38A SMC3 CBX5 TRIM47 OLFML3 CASP8AP2 CTDSP1 KCND2 USP1 SIX5 TOPBP1 PPP1CC WEE1 ANKHD1-EIF4EBP3 ASCL1 HNRNPA1 SLC38A1 STMN1 DNAJC5G BAG6 PRPS1 PODN ONECUT1 KCNA1 MEIS1 SASS6 PAQR4 TIPIN MEIS2 GPAT2 POLE2 PELP1 CPNE5 SYT11 TRMT6 SMG1 ATAD2 KMT5A TRIR RHD DCTPP1 ATE1 PLK4 SLC25A14 SALL1 CACNA1G DNMT1 E2F1 CLTA E2F3 ARID4A E2F7 CTCF JADE1 ARHGAP6 MCM8 MAZ CDC20B MCM7 NFATC2IP RANBP1 KPNB1 IMPDH2 ZCCHC8 RABL6 NOL4 SSBP3 MCM2 MCM3 MCM4 NCL SMC6 MCM6 PRRC2C IPO7 ATXN7L2 PPME1 DDB2 CTDSPL2 SEZ6 PEG3 YTHDC1 ING3 CTNND2 DCK PRKDC HS6ST3 GEN1 ST20-AS1 ZSWIM9 INSM1 DLST NUP153 TCP1 ZNF827 DPYSL2 CDC25A NIPBL ID3 E2F_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_Q4 MRPL40 HMGN2 SLC9A5 HNRNPD NELL2 HIRA TRMT13 HNRNPR PAN2 ACBD6 SRSF7 EPC1 DDX17 CDCA7 H2BC12 RAVER1 H2AZ1 STAG2 STAG1 TYRO3 EMSY PIM1 BRME1 AP4M1 TAOK2 POLA1 SRSF1 SRSF2 UXT PCYT2 RHCE APPL1 EFNA5 ADAMTS2 APH1A FIZ1 TRMT2A TMEM187 EPHB1 SEMA5A USP49 NECTIN1 DMD KBTBD6 KBTBD7 FBXO5 TRA2B SREK1 ASXL2 SMAD6 TREX2 ZNF524 SYNGR4 ABRAXAS2 NUP62 NOLC1 PCNA WDR62 RIBC1 NRP2 CLSPN EZH2 CCNT1 IL4I1 YBX2 INTS7 CDT1 DNAJC11 UBR7 ARHGAP11A SIK2 JPH1 NABP2 ZMYM2 ZNF644 CDC6 ACO2 UFD1 CDK1 MXD3 OTUD7B RAD51 GAPDH ZNF362 FANCD2 RRM2 GON7 THAP8 UNG MCMBP ABI2 ZNF367 POLA2 ZNF687 POLR2A FMO4 PCSK1 SUMO1 CDC45 RAB11B CNOT9 USP37 SLCO3A1 BRMS1L SOAT1 TBX6 ZNF565 NASP GMNN ILF3 MTF2 GRIA4 RPS6KA5 ERBIN PHF13 PPP1R8 LUC7L3 NSD3 JADE2 ZBTB4 H2AC12 PHF5A STT3B E2F8 GABRB3 IER5L SMC1A SLC6A4 STK35 SNRPD1 EMC3 PKMYT1 SMC3 VCAN CBX5 CAND1 WNT3 CASP8AP2 DNAJC9 EED ALDH6A1 KCND2 HNRNPUL1 RBL1 NUFIP2 KIAA0825 TOPBP1 PPP1CC WEE1 HNRNPA1 ATAD5 SLC38A1 STMN1 DNAJC5G SPTB PRPS1 GINS3 PBRM1 PODN TFAP4 SPINK5 KCNA6 PAQR4 SASS6 RASAL2 UGGT1 POLE4 MEIS2 POLE2 GPAT2 EHBP1 TMEM143 HCN3 TRMT6 RHD AK2 ATAD2 DCTPP1 POLD3 ATF5 POLD1 DNMT1 TMPO CORT MYH10 E2F1 TMEM108 E2F3 ARID4A E2F7 PAX6 CTCF JADE1 MCM8 ARHGAP6 MCM7 MAZ HMGXB4 NFATC2IP RANBP1 KPNB1 PHC1 ZCCHC8 MCM2 MCM3 POLR1G NCL MCM4 MCM6 SMC6 HOXC10 PRRC2C PPM1D IPO7 DDB2 CTDSPL2 FHOD1 YTHDC1 ING3 PCLAF CTNND2 DCK PRKDC GPRC5B ILF3-DT HS6ST3 CHD2 GEN1 INSM1 NUP153 MSH2 CDC25A GSPT1 SP3 NIPBL ID3 CRK RMI2 E2F_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_Q6 MRPL40 HMGN2 SLC9A5 HNRNPD NELL2 HIRA TRMT13 HNRNPR PAN2 ACBD6 SRSF7 DDX17 CDCA7 H2BC12 RAVER1 H2AZ1 STAG2 STAG1 TYRO3 EMSY PIM1 BRME1 AP4M1 TAOK2 POLA1 SRSF1 SRSF2 UXT PCYT2 RHCE APPL1 EFNA5 ADAMTS2 APH1A FIZ1 TMEM187 TRMT2A EPHB1 SEMA5A USP49 NECTIN1 KBTBD6 DMD KBTBD7 TRA2B FBXO5 SREK1 ASXL2 SMAD6 TREX2 ZNF524 SYNGR4 SEMA6A NUP62 NOLC1 PCNA WDR62 RIBC1 NRP2 CLSPN CCNT1 EZH2 IL4I1 YBX2 CDT1 INTS7 UBR7 DNAJC11 ARHGAP11A JPH1 NABP2 SIK2 ZMYM2 ZNF644 CDC6 ACO2 UFD1 CDK1 OTUD7B MXD3 RAD51 GAPDH ZNF362 FANCD2 RRM2 GON7 THAP8 UNG MCMBP ZNF367 POLA2 ZNF687 POLR2A FMO4 PCSK1 SUMO1 CDC45 RAB11B USP37 CNOT9 SLCO3A1 BRMS1L SOAT1 TBX6 ZNF565 NASP GMNN ILF3 GRIA4 MTF2 RPS6KA5 ERBIN PHF13 PPP1R8 LUC7L3 JADE2 NSD3 ZBTB4 H2AC12 PHF5A E2F8 STT3B PRPF4B GABRB3 IER5L STK35 SMC1A SLC6A4 SNRPD1 EMC3 PKMYT1 SMC3 VCAN CBX5 CAND1 CASP8AP2 DNAJC9 EED ALDH6A1 KCND2 HNRNPUL1 RBL1 NUFIP2 KIAA0825 TOPBP1 PPP1CC WEE1 HNRNPA1 ATAD5 STMN1 SLC38A1 DNAJC5G PRPS1 SPTB GINS3 PBRM1 PODN TFAP4 KCNA6 SPINK5 SASS6 PAQR4 RASAL2 UGGT1 POLE4 MEIS2 H4C1 POLE2 GPAT2 EHBP1 TMEM143 HCN3 TRMT6 AK2 RHD ATAD2 DCTPP1 POLD3 ATF5 POLD1 H3C1 DNMT1 TMPO CORT MYH10 E2F1 TMEM108 E2F3 ARID4A E2F7 PAX6 CTCF JADE1 MCM8 ARHGAP6 MCM7 MAZ HMGXB4 NFATC2IP RANBP1 KPNB1 PHC1 ZCCHC8 MCM2 MCM3 POLR1G NCL MCM4 SMC6 MCM6 HOXC10 PRRC2C PPM1D IPO7 DDB2 CTDSPL2 FHOD1 YTHDC1 ING3 DCK CTNND2 PCLAF PRKDC GPRC5B ILF3-DT HS6ST3 GEN1 INSM1 NUP153 MSH2 CDC25A GSPT1 SP3 NIPBL ID3 RMI2 E2F1_Q3 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1_Q3 HMGN2 SLC9A5 ADCY8 PDS5B ATP1B4 HNRNPD NELL2 TRMT13 HIRA HNRNPR SYT6 PAN2 ACBD6 DOLK ZNF653 SRSF7 FLI1 CDCA7 H2BC12 RAVER1 H2BC10 H2AZ1 FOXO3 STAG2 TYRO3 EMSY BARHL1 PIM1 BRME1 AP4M1 POLA1 TAOK2 SRSF1 ORC1 SERBP1 PIAS1 ADAMTS2 ZIM2 APH1A RTF1 FIZ1 TMEM187 EPHB1 EPHB2 DMD KBTBD6 FBXO5 KBTBD7 MAML3 FAM120C ASXL2 KLF5 SMAD6 ZNF524 SYNGR4 NOLC1 NUP62 LASP1 PCNA NUTF2 WDR62 CLSPN ABCF2 CCNT1 EZH2 IL4I1 FAM216A YBX2 AP1S2 UBR7 SNPH SLC25A3 ARHGAP11A NABP2 ZNF644 ABCE1 CDC6 H1-3 RBBP4 TMEM255A CDK1 OVOL2 OTUD7B MXD3 NDUFA11 GAPDH ZNF362 ZBTB8OS TENT5B RRM2 GON7 THAP8 MCMBP ZNF367 ZNF687 POLR2A GCH1 FMO4 PCSK1 SUMO1 KIF15 MRPL18 CNOT9 USP37 SLCO3A1 BRMS1L PCSK4 SOAT1 GPN3 SHMT1 TBX6 ZNF565 TBX3 GMNN NASP ILF3 ANKHD1 PHF12 GRIA4 MTF2 RPS6KA5 KIAA1143 TFRC LUC7L3 JADE2 ZBTB4 H2AC12 E2F8 STT3B GABRB3 GRIK2 IER5L STK35 CNOT3 SNRPD1 PKMYT1 SMC3 PRPF38A TRIM47 CAND1 CASP8AP2 DNAJC9 EED ALDH6A1 HNRNPUL1 USP1 RBL1 NUFIP2 SIX5 TOPBP1 ANKHD1-EIF4EBP3 ASCL1 ATAD5 STMN1 DNAJC5G BAG6 SLITRK5 TRIM39 SPTB PRPS1 GINS3 PODN TFAP4 KCNA1 KCNA6 ANAPC10 MEIS1 SASS6 PAQR4 RASAL2 TIPIN UGGT1 POLE4 EHBP1 POLE2 PELP1 TMEM143 HCN3 CPNE5 TRMT6 SYT11 ATAD2 TRIR SMG1 AK2 DCTPP1 ATE1 EIF4B POLD3 ATF5 PLK4 SALL1 POLD1 CACNA1G DNMT1 TMPO CORT MYH10 E2F1 E2F3 ARID4A E2F7 PAX6 JADE1 ARHGAP6 MCM8 CDC20B MCM7 MAZ NFATC2IP PHC1 ZCCHC8 RABL6 SSBP3 NOL4 MCM2 MCM3 POLR1G NCL MCM6 SMC6 HOXC10 PPM1D IPO7 CTDSPL2 FHOD1 PEG3 IRX3 YTHDC1 ING3 PCLAF DCK GPRC5B ILF3-DT HS6ST3 GEN1 DLST TCP1 MSH2 ZNF827 CDC25A GPS2 GSPT1 SP3 NIPBL ID3 RMI2 E2F1_Q4 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1_Q4 CDX1 HMGN2 HNRNPD TRMT13 OGDH ZNRF1 PRIM1 EPC1 DDX17 SIN3A STAG3 FAU LUC7L2 STAG2 PRMT1 STAG1 ZBTB49 PHOX2B EMSY SKP2 PRPF38B SRSF1 SRSF2 VEGFB UXT DCLRE1A ADAMTS9 MSX1 PCYT2 ZBTB18 RFC1 SSTR1 RHCE MRPL49 PPP2R5E PELO FAM219A KIF4A RTF1 TRMT2A HOXA11 XK CSRNP1 ZNF513 HNRNPA3 SEMA5A LIF USP49 PKN2 NECTIN1 INTS9 FBXO5 FBXO9 SREK1 OSBPL9 LGALS1 OARD1 SMAD6 OSBPL7 TREX2 TRIML2 PCNA RIBC1 NRP2 CLSPN FGF9 PRRT2 EZH2 WASF2 HSBP1 DAXX EDRF1 INTS7 MECOM DNAJC11 MIER1 JPH1 MYC SIK2 SGF29 ZMYM2 CDC6 ATXN3 UFD1 ZDHHC17 RBBP6 OTUD7B RAD51 CRLS1 ZNF362 SH3KBP1 PATZ1 MAP3K13 UNG FAM72A TMUB2 NHLRC2 POLA2 FMO4 ZFP36L2 CDC45 FCF1 RAB11B BRMS1L ETV4 NASP TRIM28 TUBA3E ITPR1 RPS6KA5 RPS6KA3 ERBIN PHF13 PPP1R8 RBFOX1 NSD3 UBA1 CHTF18 HNRNPA2B1 CIT E2F8 GRIK1 SMC1A SLC6A4 LINC01138 CBX4 KNTC1 EIF5A CBX3 PKMYT1 SMC3 PRKCSH CBX5 SPRED2 CTDSP1 PRKACA GPD1L KCND2 ACTN4 PPP1CC WEE1 TAOK3 ARPC1A HNRNPA1 ARRB2 STMN1 SLC38A1 TRIM27 HMGB1 SLC38A3 PODN SLC38A2 ADAMTSL3 CTPS2 OBI1 C1orf43 RSRC2 SASS6 CXXC1 UBE2D3 NOP10 MEIS2 ECE1 GPAT2 POLE2 ZEB2 HOXA7 HOXA9 SLC30A3 TMSB4XP8 THAP11 BORA DDX42 TUG1 NR4A2 ITGA1 RHD CDKN1B DIO3 ATF7 CCDC47 HOXB9 E2F1 E2F3 FOSL2 ARID4A E2F7 LYAR HR CTCF GPC2 TRIM3 DGCR8 RPUSD1 DBR1 RANBP1 APLN KPNB1 EVA1B ZCCHC8 PPP2R1A CCDC151 STXBP1 IPO9 MCM4 PRRC2C CHRM4 INTS3 SHKBP1 CDK2AP1 DDB2 BTBD10 KPNA6 CA2 SNX13 MELK UBALD2 CTNND2 NFYC PRKDC CDH2 NFYA RSBN1 TPM1 CCDC107 TRIB1 RPA2 PDZD11 SLC39A9 HS6ST3 RNF121 PIK3R3 DNAI4 BAHD1 SYNPO INSM1 NUP153 ERG ERH SLBP GPS2 PPP1R9B AREL1 SP2 SLC6A5 YPEL5 HMBOX1 ID3 RMI2 E2F1_Q6 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1_Q6 MRPL40 SLC9A7 SLC9A5 HNRNPD NELL2 HIRA TRMT13 HNRNPR SYNCRIP PAN2 ACBD6 MAP3K7 SRSF7 FLI1 CDCA7 H2AZ2 H2BC12 RAVER1 H2AZ1 STAG2 STAG1 TYRO3 EMSY PIM1 BRME1 TAOK2 POLA1 AP4M1 SRSF1 ORC1 APPL1 EFNA5 SERBP1 ADAMTS2 APH1A FIZ1 TMEM187 TRMT2A EPHB1 NECTIN1 DMD KBTBD6 TRA2B FBXO5 KBTBD7 RPS20 SREK1 ASXL2 KLF5 SMAD6 ZNF524 SYNGR4 SEMA6A NUP62 NOLC1 PCNA WDR62 RIBC1 CLSPN EZH2 CCNT1 IL4I1 FAM216A YBX2 CDT1 AP1S1 UBR7 SLC25A3 FANCG ARHGAP11A NABP2 MYC FANCC ZNF644 CDC6 RBBP4 ACO2 CDK1 OTUD7B MXD3 GAPDH ZNF362 ZBTB8OS FANCD2 RRM2 GON7 THAP8 UNG MCMBP ZNF367 ZNF687 POLR2A FMO4 PCSK1 SUMO1 USP37 CNOT9 SLCO3A1 BRMS1L SOAT1 TBX6 GPN3 ZNF565 NASP GMNN ILF3 GRIA4 MTF2 RPS6KA5 ERBIN PHF13 LUC7L3 JADE2 ZBTB4 H2AC12 PHF5A HNRNPA2B1 STT3B E2F8 PRPF4B GABRB3 IER5L SMC1A STK35 SNRPD1 CBX3 EMC3 PKMYT1 PRPF38A SMC3 VCAN GATA1 CAND1 CASP8AP2 DNAJC9 EED ALDH6A1 HNRNPUL1 RBL1 NUFIP2 KIAA0825 TOPBP1 ATAD5 STMN1 DNAJC5G PRPS2 SPTB PRPS1 GINS3 PBRM1 PODN TFAP4 KCNA6 SPINK5 SASS6 PAQR4 RASAL2 UGGT1 POLE4 KCNS2 H4C1 POLE2 EHBP1 TMEM143 HCN3 TRMT6 SUV39H1 ATAD2 AK2 DCTPP1 ATE1 POLD3 ATF5 POLD1 SALL1 H3C1 CACNA1G DNMT1 TMPO CORT MYH10 E2F1 TMEM108 E2F3 ARID4A E2F7 PAX6 ZCWPW1 CTCF JADE1 ARHGAP6 MCM8 MCM7 MAZ HMGXB4 NFATC2IP RANBP1 KPNB1 PHC1 ZCCHC8 SSBP3 CDC5L MCM2 MCM3 POLR1G HMGA1 MCM4 NCL SMC6 MCM6 HOXC10 PPM1D IPO7 CTDSPL2 NRK FHOD1 YTHDC1 ING3 FKBP5 PCLAF DCK CTNND2 PRKDC GPRC5B ILF3-DT HS6ST3 GEN1 MSH2 MSH5 MEPCE CDC25A GSPT1 SP3 NIPBL ID3 RMI2 HMX1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/HMX1_01 IRX4 TEPSIN SLC20A1 ARID4B CACNB2 BCL2L2 FGF12 TRRAP DAAM2 CCDC177 AMPH DAZAP1 SOWAHA ATOH1 JMJD6 GGPS1 SLC25A3 SLC25A28 EIF3B ACIN1 TNPO2 NKX2-2 C14orf119 R3HDM1 KCNB2 SMAD3 SMAD2 PTPRT PHF12 TRERF1 JUNB ANKRD39 RTL9 SLITRK1 CBLN1 EP300 KREMEN2 KCNN1 ID1 LHFPL1 PBX1 OMG LRRK1 ROAZ_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/ROAZ_01 RASAL2 CDKN1A LRATD1 PPP1R16A RCOR2 HEBP2 BEX1 BEX3 FBXO32 TIMM50 DUSP7 E2F_03 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_03 HMGN2 PDS5B PUF60 HNRNPD TRMT13 PAN2 PRIM1 DDX17 CDCA7 H2BC10 H2AZ1 LUC7L2 STAG2 PRMT3 STAG1 RCOR2 LIG1 PDS5A PIM1 AP4M1 POLA1 SRSF1 ORC1 SRSF2 UXT DCLRE1A PCYT2 RFC1 RHCE EIF2S1 PDGFRA SERBP1 ADAMTS2 ZIM2 FUS FAM219A TRMT2A TMEM187 CSRNP1 EPHB1 SEMA5A PLAGL1 USP49 NECTIN1 DMD FBXO5 RPS20 ZGRF1 FAM120C KLF5 ASXL2 SMAD6 LGALS1 OSBPL7 TREX2 AGFG2 TMEM131L ARF3 RNF167 PPRC1 NUTF2 BMP7 MARCKSL1 RIBC1 CCNT2 PRRT2 GLRA3 EZH2 DAXX INTS7 MECOM FAM160A2 DNAJC11 ANP32A FANCG MYC JPH1 NABP2 SIK2 ZMYM2 CDC6 H1-3 RBBP4 ZDHHC17 UFD1 FBXL20 ANP32E TLE3 ARHGEF17 OVOL2 MXD3 RAD51 KLHDC3 GAPDH ZBTB8OS ZNF362 REPS2 UNG MCMBP ZNF367 NHLRC2 POLA2 ZNF687 FMO4 SUGP1 PCSK1 CDC45 RAB11B MRPL18 PCSK4 BRMS1L GABPB2 ZNF565 MAT2A TBX3 NASP GMNN MTF2 ANKHD1 GRIA4 TUBA3E RPL28 RPS6KA5 SLC16A2 RBFOX1 NSD3 JADE2 H2AC12 STT3B E2F8 IER5L SMC1A KNTC1 PKMYT1 EIF5A PRPF38A SMC3 PRKCSH ZIC3 CBX5 TOP1 CAND1 CASP8AP2 TIAM1 LRRC56 DNAJC9 CTDSP1 RET KCND2 RBL1 CNBP TOPBP1 ANKHD1-EIF4EBP3 ARHGAP36 HNRNPA1 SLITRK3 HNRNPA0 DLL4 VAMP3 STMN1 PRPS1 PODN CPSF7 KCNA6 RSRC2 PAQR4 SASS6 TIPIN GPAT2 AUTS2 NR4A2 SUV39H1 AK2 KMT5A RHD TRIR SMG1 ATAD2 DCTPP1 ATE1 SLC25A11 PLK4 CDKN1A DIO3 POLD1 SALL1 CACNA1G DNMT1 KCTD15 E2F1 SMC2 E2F3 ARID4A E2F7 NR6A1 NRGN CTCF PTMA SDHAF2 JADE1 ARHGAP6 MCM7 MAZ PPM1J RANBP1 EVA1B ZCCHC8 NRIP3 CCDC151 PLD5 MCM2 MCM3 TEX9 ATP6V1D MCM4 MCM6 EIF4G2 PPM1D IPO7 DDB2 BTBD10 CTDSPL2 DMC1 SEZ6 MELK PEG3 YTHDC1 ING3 FKBP5 NR3C2 DCK PCLAF EGLN2 PRKDC RPA2 CENPB RNF121 ZSWIM9 DLST TCP1 NUP153 DPYSL2 CDC25A SLBP PPP1R9B NIPBL YPEL5 ID3 RMI2 E2F1DP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1DP1_01 MRPL40 SLC9A7 SLC9A5 NELL2 HNRNPD TRMT13 HIRA SYNCRIP HNRNPR PAN2 ACBD6 MAP3K7 SRSF7 RTBDN BRPF1 CDCA7 H2BC12 H2AZ2 RAVER1 H2AZ1 KANSL3 STAG1 TYRO3 EMSY PIM1 BRME1 ZNF503 POLA1 TAOK2 AP4M1 SRSF1 MAPK6 APPL1 EFNA5 ADAMTS2 ZIM2 APH1A FIZ1 TMEM187 TRMT2A EPHB1 PLAGL1 KBTBD6 DMD FBXO5 TRA2B KBTBD7 RPS20 ASXL2 SMAD6 ZNF524 SYNGR4 SEMA6A NOLC1 NUP62 PCNA WBP2NL WDR62 RIBC1 CLSPN GLRA3 EZH2 CCNT1 IL4I1 YBX2 AP1S1 MAPT UBR7 FANCG ARHGAP11A NABP2 MYC FANCC ZNF644 CDC6 ACO2 CDK1 TLE3 OTUD7B MXD3 GAPDH ZNF362 FANCD2 RRM2 EIF4A1 GON7 THAP8 UNG MCMBP ZNF367 ZNF687 POLR2A FMO4 PCSK1 SUMO1 CNOT9 USP37 SLCO3A1 BRMS1L SOAT1 TBX6 GPBP1 ZNF565 NASP GMNN ILF3 MTF2 GRIA4 RPS6KA5 JADE2 LUC7L3 ZBTB4 H2AC12 PHF5A HNRNPA2B1 STT3B E2F8 PRPF4B GABRB3 IER5L STK35 SMC1A SNRPD1 CBX3 PKMYT1 EMC3 SMC3 VCAN GATA1 CAND1 CASP8AP2 DNAJC9 EED ALDH6A1 RET HNRNPUL1 PCIF1 NUFIP2 RBL1 KIAA0825 TOPBP1 SLITRK4 ATAD5 STMN1 DNAJC5G PRPS2 TRIM39 SPTB PRPS1 GINS3 PBRM1 PODN TFAP4 KCNA6 SPINK5 PAQR4 SASS6 RASAL2 UGGT1 POLE4 KCNS2 H4C1 EHBP1 POLE2 TMEM143 HCN3 TRMT6 SUV39H1 KMT5A ATAD2 AK2 DCTPP1 POLD3 ATF5 PPIG POLD1 H3C1 DNMT1 TMPO CORT MYH10 E2F1 TMEM108 E2F3 ARID4A E2F7 NR6A1 PAX6 ZCWPW1 PTMA JADE1 ARHGAP6 MCM8 MAZ CDC20B MCM7 HMGXB4 NFATC2IP DLG3 POU4F1 RANBP1 PHC1 ZCCHC8 CDC5L MCM2 POLR1G MCM3 MCM4 NCL HMGA1 MCM6 SMC6 HOXC10 PPM1D IPO7 CTDSPL2 NRK FHOD1 PEG3 YTHDC1 ING3 FKBP5 DCK PCLAF PRKDC GPRC5B ILF3-DT HS6ST3 GEN1 MSH2 MSH5 MEPCE CDC25A GSPT1 SP3 NIPBL ID3 RMI2 E2F1DP2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1DP2_01 MRPL40 SLC9A7 SLC9A5 HNRNPD NELL2 TRMT13 HIRA HNRNPR SYNCRIP PAN2 ACBD6 MAP3K7 SRSF7 RTBDN BRPF1 CDCA7 H2AZ2 H2BC12 RAVER1 H2AZ1 KANSL3 STAG1 TYRO3 EMSY PIM1 BRME1 ZNF503 TAOK2 POLA1 AP4M1 SRSF1 MAPK6 APPL1 EFNA5 ADAMTS2 ZIM2 APH1A FIZ1 TRMT2A TMEM187 EPHB1 PLAGL1 DMD KBTBD6 FBXO5 KBTBD7 TRA2B RPS20 ASXL2 SMAD6 ZNF524 SYNGR4 SEMA6A NOLC1 NUP62 PCNA WBP2NL WDR62 RIBC1 CLSPN GLRA3 CCNT1 EZH2 IL4I1 YBX2 AP1S1 MAPT UBR7 FANCG ARHGAP11A MYC NABP2 FANCC ZNF644 CDC6 ACO2 CDK1 TLE3 OTUD7B MXD3 GAPDH ZNF362 FANCD2 RRM2 EIF4A1 GON7 THAP8 UNG MCMBP ZNF367 ZNF687 POLR2A FMO4 PCSK1 SUMO1 USP37 CNOT9 SLCO3A1 BRMS1L SOAT1 TBX6 GPBP1 ZNF565 GMNN NASP ILF3 GRIA4 MTF2 RPS6KA5 JADE2 LUC7L3 ZBTB4 H2AC12 HNRNPA2B1 PHF5A E2F8 STT3B PRPF4B GABRB3 IER5L STK35 SMC1A SNRPD1 CBX3 EMC3 PKMYT1 SMC3 VCAN GATA1 CAND1 CASP8AP2 DNAJC9 EED ALDH6A1 RET HNRNPUL1 PCIF1 RBL1 NUFIP2 KIAA0825 TOPBP1 SLITRK4 ATAD5 STMN1 DNAJC5G TRIM39 PRPS2 PRPS1 SPTB GINS3 PBRM1 PODN TFAP4 KCNA6 SPINK5 SASS6 PAQR4 RASAL2 UGGT1 POLE4 KCNS2 H4C1 EHBP1 POLE2 TMEM143 HCN3 TRMT6 SUV39H1 AK2 KMT5A ATAD2 DCTPP1 POLD3 ATF5 PPIG POLD1 H3C1 DNMT1 TMPO CORT MYH10 E2F1 TMEM108 E2F3 ARID4A E2F7 NR6A1 PAX6 ZCWPW1 PTMA JADE1 MCM8 ARHGAP6 MCM7 MAZ CDC20B HMGXB4 NFATC2IP DLG3 RANBP1 POU4F1 PHC1 ZCCHC8 MCM2 CDC5L POLR1G MCM3 HMGA1 NCL MCM4 MCM6 SMC6 HOXC10 PPM1D IPO7 NRK CTDSPL2 FHOD1 PEG3 YTHDC1 ING3 FKBP5 PCLAF DCK PRKDC GPRC5B ILF3-DT HS6ST3 GEN1 MSH2 MSH5 MEPCE CDC25A GSPT1 SP3 NIPBL ID3 RMI2 E2F4DP1_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F4DP1_01 MRPL40 SLC9A7 SLC9A5 NELL2 HNRNPD HIRA TRMT13 HNRNPR SYNCRIP PAN2 ACBD6 MAP3K7 RTBDN SRSF7 CDCA7 H2BC12 H2AZ2 RAVER1 EIF1AX H2AZ1 STAG2 STAG1 TYRO3 ZBTB25 EMSY LIG1 MDGA1 PIM1 BRME1 ZNF503 POLA1 TAOK2 AP4M1 SRSF1 MAPK6 APPL1 EFNA5 ADAMTS2 ZIM2 APH1A FIZ1 TMEM187 TRMT2A EPHB1 DMD KBTBD6 KBTBD7 LHX5 FBXO5 TRA2B RPS20 ASXL2 SMAD6 ZNF524 SYNGR4 SEMA6A NUP62 NOLC1 PCNA KLF4 WDR62 RIBC1 CLSPN EZH2 CCNT1 IL4I1 YBX2 AP1S1 MAPT UBR7 ARHGAP11A FANCG MYC NABP2 FANCC ZNF644 CDC6 ACO2 CDK1 TLE3 RBBP7 OTUD7B MXD3 GAPDH ZNF362 FANCD2 RRM2 EIF4A1 GON7 THAP8 UNG MCMBP ZNF367 ZNF687 POLR2A FMO4 PCSK1 SUMO1 USP37 CNOT9 SLCO3A1 TIGAR BRMS1L SOAT1 TBX6 ZNF565 MAT2A NASP GMNN ILF3 GRIA4 NPR3 MTF2 RPS6KA5 LUC7L3 JADE2 ZBTB4 H2AC12 HNRNPA2B1 PHF5A PAPOLG STT3B E2F8 PRPF4B GABRB3 IER5L SMC1A STK35 SNRPD1 PKMYT1 EMC3 CBX3 SMC3 VCAN GATA1 CAND1 OLFML3 CASP8AP2 DNAJC9 EED ALDH6A1 RET HNRNPUL1 NUFIP2 RBL1 KIAA0825 TOPBP1 ATAD5 STMN1 DNAJC5G PRPS2 PRPS1 SPTB GINS3 PBRM1 PODN TFAP4 ONECUT1 KCNA6 SPINK5 PAQR4 SASS6 RASAL2 UGGT1 POLE4 KCNS2 EHBP1 H4C1 POLE2 TMEM143 HCN3 TRMT6 SUV39H1 KMT5A ATAD2 AK2 DCTPP1 POLD3 ATF5 SLC25A14 POLD1 H3C1 DNMT1 TMPO CORT MYH10 E2F1 TMEM108 E2F3 ARID4A E2F7 PAX6 ZCWPW1 JADE1 MCM8 ARHGAP6 MCM7 MAZ HMGXB4 NFATC2IP POU4F1 RANBP1 PHC1 ZCCHC8 CDC5L MCM2 MCM3 POLR1G HMGA1 MCM4 NCL SMC6 MCM6 HOXC10 PPM1D IPO7 NRK CTDSPL2 SEZ6 FHOD1 PEG3 YTHDC1 ING3 FKBP5 PCLAF DCK PRKDC GPRC5B ILF3-DT HS6ST3 GEN1 ST20-AS1 ZSWIM9 MSH2 MSH5 MEPCE CDC25A GSPT1 SP3 NIPBL ID3 RMI2 E2F4DP2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F4DP2_01 MRPL40 SLC9A7 SLC9A5 HNRNPD NELL2 TRMT13 HIRA HNRNPR SYNCRIP PAN2 ACBD6 MAP3K7 SRSF7 RTBDN BRPF1 CDCA7 H2AZ2 H2BC12 RAVER1 H2AZ1 KANSL3 STAG1 TYRO3 EMSY PIM1 BRME1 ZNF503 POLA1 AP4M1 TAOK2 SRSF1 MAPK6 APPL1 EFNA5 ADAMTS2 ZIM2 APH1A FIZ1 TRMT2A TMEM187 EPHB1 PLAGL1 KBTBD6 DMD TRA2B FBXO5 KBTBD7 RPS20 ASXL2 SMAD6 ZNF524 SYNGR4 SEMA6A NUP62 NOLC1 PCNA WBP2NL WDR62 RIBC1 CLSPN GLRA3 EZH2 CCNT1 IL4I1 YBX2 AP1S1 MAPT UBR7 ARHGAP11A FANCG MYC NABP2 FANCC ZNF644 CDC6 ACO2 CDK1 TLE3 MXD3 OTUD7B GAPDH ZNF362 FANCD2 RRM2 GON7 EIF4A1 THAP8 UNG MCMBP ZNF367 ZNF687 POLR2A FMO4 PCSK1 SUMO1 USP37 CNOT9 SLCO3A1 BRMS1L SOAT1 TBX6 GPBP1 ZNF565 NASP GMNN ILF3 GRIA4 MTF2 RPS6KA5 JADE2 LUC7L3 ZBTB4 H2AC12 PHF5A HNRNPA2B1 E2F8 STT3B PRPF4B GABRB3 IER5L SMC1A STK35 SNRPD1 CBX3 PKMYT1 EMC3 SMC3 VCAN GATA1 CAND1 CASP8AP2 DNAJC9 EED ALDH6A1 RET HNRNPUL1 PCIF1 RBL1 NUFIP2 KIAA0825 TOPBP1 SLITRK4 ATAD5 STMN1 DNAJC5G PRPS2 TRIM39 PRPS1 SPTB GINS3 PBRM1 PODN TFAP4 SPINK5 KCNA6 SASS6 PAQR4 RASAL2 POLE4 UGGT1 KCNS2 EHBP1 POLE2 H4C1 TMEM143 HCN3 TRMT6 SUV39H1 KMT5A AK2 ATAD2 DCTPP1 POLD3 ATF5 PPIG POLD1 H3C1 DNMT1 TMPO CORT MYH10 E2F1 TMEM108 E2F3 ARID4A E2F7 NR6A1 PAX6 ZCWPW1 PTMA JADE1 ARHGAP6 MCM8 CDC20B MCM7 MAZ HMGXB4 NFATC2IP DLG3 POU4F1 RANBP1 PHC1 ZCCHC8 MCM2 CDC5L POLR1G MCM3 MCM4 NCL HMGA1 MCM6 SMC6 HOXC10 PPM1D IPO7 CTDSPL2 NRK FHOD1 PEG3 YTHDC1 ING3 FKBP5 DCK PCLAF PRKDC GPRC5B ILF3-DT HS6ST3 GEN1 MSH2 MSH5 MEPCE CDC25A GSPT1 SP3 NIPBL ID3 RMI2 E2F1DP1RB_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1DP1RB_01 PNMA3 HMGN2 SLC9A5 NELL2 HNRNPD TRMT13 HNRNPR PAN2 ACBD6 SRSF7 RTBDN CDCA7 H2BC12 RAVER1 EIF1AX H2AZ1 KANSL3 STAG2 TYRO3 EMSY ZBTB25 LIG1 MDGA1 PIM1 BRME1 ZNF503 AP4M1 POLA1 TAOK2 SRSF1 SRSF2 RFC1 MAPK6 PCYT2 RHCE ADAMTS2 ZIM2 APH1A FIZ1 TMEM187 EPHB1 NECTIN1 DMD KBTBD6 LHX5 FBXO5 KBTBD7 ASXL2 SMAD6 ZNF524 SYNGR4 NOLC1 NUP62 RBPJ PCNA WDR62 KLF4 NRP2 CLSPN EZH2 CCNT1 IL4I1 SPTSSB CDT1 YBX2 INTS7 MAPT UBR7 DNAJC11 ARHGAP11A SIK2 NABP2 ZMYM2 ZNF644 CDC6 CDK1 TLE3 RBBP7 MXD3 OTUD7B RAD51 GAPDH ZNF362 RRM2 EIF4A1 GON7 THAP8 UNG MCMBP ZNF367 POLA2 ZNF687 POLR2A FMO4 PCSK1 SUMO1 RAB11B USP37 TIGAR SLCO3A1 BRMS1L SOAT1 TBX6 ZNF565 MAT2A NASP GMNN ILF3 GRIA4 NPR3 ANKHD1 MTF2 ATRX RPS6KA5 PHF13 PPP1R8 JADE2 LUC7L3 ZBTB4 H2AC12 PAPOLG STT3B E2F8 GABRB3 IER5L SLC6A4 STK35 SNRPD1 PKMYT1 SMC3 CBX5 CAND1 OLFML3 CASP8AP2 DNAJC9 EED CTDSP1 ALDH6A1 RET HNRNPUL1 NUFIP2 TOPBP1 PPP1CC WEE1 ANKHD1-EIF4EBP3 HNRNPA1 ATAD5 STMN1 SLC38A1 DNAJC5G SPTB PRPS1 GINS3 PODN TFAP4 ONECUT1 KCNA6 PAQR4 SASS6 RASAL2 UGGT1 POLE4 MEIS2 POLE2 EHBP1 GPAT2 TMEM143 HCN3 TRMT6 ATAD2 AK2 KMT5A RHD DCTPP1 POLD3 ATF5 SLC25A14 PPIG POLD1 DNMT1 TMPO CORT MYH10 E2F1 CLTA ARID4A E2F7 PAX6 CTCF JADE1 ARHGAP6 MCM8 MCM7 MAZ NFATC2IP POU4F1 KPNB1 PHC1 IMPDH2 ZCCHC8 MCM2 MCM3 POLR1G NCL SMC6 MCM6 HOXC10 PRRC2C PPM1D IPO7 DDB2 CTDSPL2 SEZ6 FHOD1 PEG3 YTHDC1 ING3 PCLAF DCK GPRC5B ILF3-DT HS6ST3 GEN1 ST20-AS1 ZSWIM9 MSH2 DPYSL2 CDC25A GSPT1 SP3 NIPBL ID3 RMI2 E2F_Q3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_Q3_01 HMGN2 PDS5B HNRNPD TRMT13 PAN2 ACBD6 DOLK CITED2 DDX17 CDCA7 SIN3A H2BC12 H2BC10 H2AZ1 STAG2 PRMT3 STAG1 PIM1 POLA1 AP4M1 SRSF1 SRSF2 UXT DCLRE1A RPS19 RFC1 PCYT2 RHCE PELO SERBP1 PIAS1 CHGB ADAMTS2 RTF1 TRMT2A TMEM187 CSRNP1 EPHB1 SEMA5A USP49 NECTIN1 DMD KBTBD7 FBXO5 FBXO9 SREK1 ASXL2 KLF5 SMAD6 OSBPL7 AGFG2 TMEM131L PPRC1 PCNA DHX40 BMP7 WDR62 RIBC1 NRP2 GLRA3 EZH2 DAXX FAM216A YBX2 INTS7 FAM160A2 DNAJC11 ARHGAP11A FANCG JPH1 MYC SIK2 ZMYM2 FANCC CDC6 H1-3 FBXL20 ZDHHC17 UFD1 CDK1 TLE4 OVOL2 OTUD7B MXD3 RAD51 NDUFA11 GAPDH ZNF362 PATZ1 THAP8 USP2 UNG ZNF367 NHLRC2 POLA2 ZNF687 FMO4 PCSK1 NUMA1 CDC45 RAB11B BRMS1L TBX6 GPN3 ZNF565 TBX3 NASP GMNN ELAVL2 MTF2 ANKHD1 RPS6KA5 SLC16A2 ERBIN PPP1R8 PHF13 NSD3 LUC7L3 JADE2 YWHAQ H2AC12 STT3B E2F8 RALY SKIDA1 IER5L SMC1A STK35 SLC6A4 PKMYT1 SMC3 CBX5 TRIM47 TOP1 CASP8AP2 GATA3 NEGR1 KCND2 USP1 TOPBP1 ANKHD1-EIF4EBP3 WEE1 LRTOMT ARHGAP36 HNRNPA1 SLC38A1 STMN1 DNAJC5G PRPS1 GINS3 PODN MAP4K1 KCNA6 SASS6 PAQR4 TIPIN POLE4 MEIS2 POLE2 GPAT2 PELP1 EIF3K HOXA9 SSU72 TRMT6 ITGA1 SUV39H1 KMT5A ATAD2 SMG1 RHD DCTPP1 ATE1 SALL1 DNMT1 E2F1 SMC2 E2F3 ARID4A E2F7 UCHL1 CTCF PTMA JADE1 TBC1D31 ARHGAP6 MCM8 MCM7 MAZ CDC20B NFATC2IP RANBP1 CASP2 KPNB1 EVA1B ZCCHC8 EGR3 RELT DMRT1 PCDH7 MCM2 MCM3 NCL MCM4 HMGA1 MCM6 SMC6 HOXC10 PRRC2C IPO7 NCOA6 DDB2 KDM3A CTDSPL2 MELK ING3 NR3C2 CTNND2 DCK PCLAF PRKDC ATP5MC2 HS6ST3 TNPO2 PIK3R3 GEN1 PIK3R4 INSM1 DLST ERF NUP153 NUP155 CDC25A PPP1R9B NIPBL ID3 E2F_Q4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_Q4_01 HMGN2 PDS5B HNRNPD TRMT13 PAN2 ACBD6 DOLK CITED2 PRIM1 DDX17 CDCA7 H2BC10 H2AZ1 LUC7L2 STAG2 PRMT3 STAG1 RCOR2 AP4M1 POLA1 SRSF1 ORC1 SRSF2 UXT DCLRE1A RPS19 PCYT2 RFC1 SERBP1 ADAMTS2 ZIM2 FAM219A TRMT2A TMEM187 CSRNP1 EPHB1 EPHB2 SEMA5A USP49 NECTIN1 DMD ADGRB1 FBXO5 FAM120C FBXO9 SREK1 ASXL2 KLF5 OSBPL7 AGFG2 SFMBT1 RBPJ TMEM131L PCNA PPRC1 NUTF2 BMP7 WDR62 RIBC1 NRP2 ABCF2 GLRA3 EZH2 DAXX FAM216A INTS7 YBX2 FAM160A2 AP1S2 DNAJC11 ARHGAP11A FANCG MYC JPH1 SIK2 ZMYM2 FANCC CDC6 H1-3 RBBP4 ZDHHC17 TMEM255A UFD1 FBXL20 ANP32E OVOL2 MXD3 NDUFA11 RAD51 GAPDH ZBTB8OS ZNF362 PATZ1 MAP3K13 THAP8 USP2 UNG ZNF367 NHLRC2 POLA2 ZNF687 FMO4 CDC45 RAB11B BRMS1L PCSK4 ETV4 GPN3 ZNF565 MAT2A TBX3 NASP GMNN IPO11 MTF2 ANKHD1 TUBA3E RPS6KA5 SLC16A2 ERBIN PPP1R8 NSD3 JADE2 YWHAQ STT3B E2F8 IER5L SMC1A SLC6A4 KNTC1 PKMYT1 EIF5A SMC3 PRPF38A CBX5 TOP1 CASP8AP2 TIAM1 GATA3 NEGR1 KCND2 CNBP TOPBP1 ANKHD1-EIF4EBP3 WEE1 ARHGAP36 HNRNPA1 STMN1 SLC38A1 DNAJC5G STX5 GINS3 PODN MAP4K1 KCNA6 RSRC2 SASS6 PAQR4 TIPIN POLE4 MEIS2 GPAT2 POLE2 EIF3K HOXA9 SSU72 SYT11 SUV39H1 SMG1 KMT5A ATAD2 TRIR DCTPP1 ATE1 PLK4 DIO3 SALL1 DNMT1 E2F1 SMC2 E2F3 ARID4A E2F7 UCHL1 CTCF PTMA JADE1 MCM7 MAZ CDC20B RANBP1 KPNB1 CASP2 EVA1B IMPDH2 ZCCHC8 RELT DMRT1 MCM2 PCDH7 MCM3 MCM4 NCL HMGA1 SMC6 MCM6 HOXC10 PPM1D IPO7 NCOA6 DDB2 KDM3A CTDSPL2 MELK PEG3 NR3C2 PCLAF DCK CTNND2 PRKDC ATP5MC2 GPRC5B PIK3R3 TNPO2 RNF121 PIK3R4 GEN1 DLST ERF ERG ZNF827 DPYSL2 CDC25A SLBP GPS2 PPP1R9B NIPBL ID3 E2F_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F_Q6_01 HMGN2 SNCB PDS5B PUF60 HNRNPD TRMT13 PAN2 ACBD6 DOLK CITED2 PRIM1 DDX17 CDCA7 FLI1 EIF1AX H2BC10 H2AZ1 LUC7L2 RND2 PRMT3 STAG2 STAG1 POLH RCOR2 BARHL1 LIG1 AP4M1 POLA1 SRSF1 ORC1 SRSF2 ADAMTS9 DCLRE1A RPS19 PCYT2 RFC1 SERBP1 ADAMTS2 ZIM2 TMEM187 TRMT2A CSRNP1 EPHB1 SEMA5A USP49 NECTIN1 DMD ADGRB1 FBXO5 FAM120C BCOR NKX2-2 SREK1 KLF5 OSBPL7 AGFG2 TSC22D2 SFMBT1 RBPJ TMEM131L PCNA NUTF2 BMP7 MARCKSL1 RIBC1 NRP2 GLRA3 EZH2 DAXX INTS7 FANCL FAM160A2 DLEU1 DNAJC11 DLEU2 ARHGAP11A FANCG SIK2 MYC CCN1 ZMYM2 CDC6 H1-3 RBBP4 ZDHHC17 FBXL20 UFD1 ANP32E TLE3 OVOL2 MXD3 KLHDC3 RAD51 NDUFA11 GAPDH ZNF362 ZBTB8OS RRM2 MAP3K13 REPS2 UNG ZNF367 NHLRC2 ZNF687 FMO4 CDC45 SORBS1 RAB11B ETV4 BRMS1L PCSK4 C14orf119 ZNF565 MAT2A TBX3 NASP GMNN ANKHD1 MTF2 GRIA4 CNPY2 TUBA3E RPS6KA5 SLC16A2 ERBIN JADE2 NSD3 YWHAQ HTR2C DUSP7 E2F8 DUSP6 STT3B RALY XPO5 IER5L SMC1A SLC6A4 PKMYT1 EIF5A SMC3 PRPF38A PRKCSH CBX5 CASP8AP2 TIAM1 LRRC56 ACIN1 KCND2 PCIF1 RBL1 CNBP TOPBP1 ANKHD1-EIF4EBP3 WEE1 ARHGAP36 SLITRK4 HNRNPA1 SLITRK3 DLL4 STMN1 DNAJC5G STX5 TMEM256 PODN CPSF7 KCNA6 PAQR4 SASS6 TIPIN POLE2 GPAT2 HOXA9 SSU72 SUV39H1 KMT5A SMG1 ATAD2 TRIR DCTPP1 ATE1 CDKN1A PLK4 MEA1 SALL1 POLD1 CACNA1G DNMT1 E2F1 SMC2 E2F3 ARID4A E2F7 UCHL1 CTCF PTMA SDHAF2 KLHL35 JADE1 MCM7 CDC20B MAZ PPM1J RANBP1 KPNB1 EVA1B CASP2 ZCCHC8 CCDC151 DMRT1 MCM2 PCDH7 MCM3 MCM4 NCL MCM6 PPM1D IPO7 DDB2 BTBD10 SYPL1 CTDSPL2 PTCHD1 MELK PEG3 CTNND2 DCK PCLAF PRKDC GPRC5B MSI1 TNPO2 ZSWIM9 DLST ERG DPYSL2 CDC25A CLPTM1 PPP1R9B NIPBL ID3 RMI2 E2F1_Q3_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1_Q3_01 HMGN2 PUF60 PHF20 HNRNPD SYNCRIP SYT6 TPK1 NONO PRIM1 SRSF7 H2BC12 APOE NKX6-2 EIF1AY RND2 PELI2 TLK2 FOXO3 STAG2 OGFOD2 STAG1 RECK BRAF ARRDC1-AS1 GRIN2A POLA1 AP4M1 PTPRU TMEM25 PPP1CA UHRF2 ROR1 UNC13B FAM219A HOXA13 RAD23A TRMT2A TMEM187 POMZP3 KY ARX NECTIN1 LYL1 LHX2 DMD ST3GAL5 CBARP FBXO9 KLF13 MAML1 LGALS1 OSBPL7 ZNF521 EN1 FXR2 RNF167 TRPS1 RAB2A MARCKS KLF4 TCF15 C16orf72 EZH2 INTS7 FAM160A2 PHF21A DLEU1 ANKRD13A DNAJC11 DLEU2 NR2F2 MYC ZMYM2 POLR1D ARHGEF19 TLE3 ARHGEF12 ELMO2 ATXN1 SENP3 GNB2 XPR1 RASD2 TMEM59L KCNH5 DHH FUT8 FBXW4 USP2 MCMBP ZBTB12 TPI1P2 ABI2 ZNF367 EDEM1 ZFP36L2 MLLT6 PCSK4 BRMS1L ZMYM4 CYTH2 ZNF565 LMX1B GMNN PHF12 ELAVL4 TTC17 RPS6KA5 YWHAQ NEUROD2 H2AC12 LRP8 SSR4 CALM2 DUSP7 DUSP6 TJAP1 CALM1 SIK1 EIF5 LNX2 FGF11 EIF5A FGF13 NR2E1 ITPKA KMT2E IDH3G CGGBP1 DNAJC9 CTDSP1 SLC25A28 S1PR2 GABPB2 SATB1 ALDH6A1 SATB2 KCND3 SHROOM2 HNRNPUL1 RBL1 DCLK1 TOPBP1 YTHDF2 ARNTL VAX1 PPP1CC JUNB WEE1 NCAM1 SLITRK3 ZNF516-DT KRCC1 CADM1 RELN VAMP3 STMN1 SMARCA1 TRIM39 TMEM256 AHCTF1 CPSF7 KCNA1 ELK3 MEIS1 C1orf43 MEIS2 P2RY2 AXIN2 ABCB9 KCNB2 ADAM23 CPNE5 MRC2 ATAD2 AK2 DCTPP1 ITGA3 NR4A3 TPBG NTN1 CDKN1C SLC25A11 PLK4 DDX50 DNMT1 ZNF318 PHF23 ZFAND2B E2F1 FOSL2 HR ZCWPW1 KLF10 SDHAF2 MCM7 MAZ SLC35D1 GTF2A1 PSMD2 RANBP1 ANKRD13D FOSL1 NRG2 KPNB1 IMPDH2 EGR3 TRPM7 HMBS CDK9 AAMDC CDK6 IRF2BP1 C6orf89 LCOR EIF4G1 ARPC5L KLHL11 ENHO NRGN PTCHD1 FKBP2 YTHDC1 SPOCK2 UBALD2 DCK PCLAF PRDM16 TMEM150A UBR5 CENPB MSI1 HS6ST2 TNPO3 INSM1 ERG MAP1A SLC12A5 RSF1 ISL1 MEPCE CELF4 CDC25A CLPTM1 NAT8L GSPT1 ID3 GGA1 PTGES3 RMI2 E2F1_Q4_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1_Q4_01 HMGN2 HNRNPD TRMT13 PAN2 ACBD6 DOLK DDX17 CDCA7 SIN3A H2BC12 H2BC10 H2AZ1 PRMT3 STAG2 STAG1 PIM1 AP4M1 POLA1 SRSF1 SRSF2 UXT DCLRE1A RPS19 PCYT2 RFC1 RHCE PELO SERBP1 CHGB ADAMTS2 TMEM187 TRMT2A CSRNP1 EPHB1 SEMA5A USP49 NECTIN1 DMD KBTBD7 FBXO5 FBXO9 SREK1 ASXL2 KLF5 SMAD6 OSBPL7 AGFG2 RBPJ PCNA PPRC1 DHX40 BMP7 WDR62 RIBC1 CCNT2 NRP2 GLRA3 EZH2 DAXX FAM216A YBX2 INTS7 FAM160A2 DNAJC11 ARHGAP11A FANCG MYC SIK2 JPH1 ZMYM2 FANCC CDC6 H1-3 CDK1 ZDHHC17 FBXL20 UFD1 TLE4 OVOL2 OTUD7B MXD3 NDUFA11 RAD51 GAPDH ZNF362 PATZ1 THAP8 USP2 UNG ZNF367 NHLRC2 POLA2 ZNF687 FMO4 PCSK1 NUMA1 CDC45 RAB11B BRMS1L TBX6 GPN3 ZNF565 MAT2A GMNN NASP ELAVL2 ANKHD1 MTF2 ATRX RPS6KA5 SLC16A2 ERBIN PPP1R8 PHF13 LUC7L3 NSD3 JADE2 YWHAQ H2AC12 STT3B E2F8 RALY IER5L SMC1A SLC6A4 STK35 PKMYT1 SMC3 CBX5 TOP1 CASP8AP2 GATA3 NEGR1 KCND2 USP1 TOPBP1 WEE1 ANKHD1-EIF4EBP3 ARHGAP36 LRTOMT HNRNPA1 STMN1 SLC38A1 DNAJC5G PRPS1 GINS3 PODN MAP4K1 KCNA6 PAQR4 SASS6 POLE4 MEIS2 POLE2 GPAT2 EIF3K HOXA9 SSU72 TRMT6 SUV39H1 ITGA1 ATAD2 KMT5A SMG1 RHD DCTPP1 ATE1 SALL1 DNMT1 E2F1 SMC2 E2F3 ARID4A UCHL1 CTCF PTMA JADE1 TBC1D31 MCM8 ARHGAP6 MCM7 CDC20B MAZ NFATC2IP RANBP1 CASP2 KPNB1 EVA1B IMPDH2 ZCCHC8 EGR3 RELT DMRT1 PCDH7 MCM2 MCM3 NCL MCM4 HMGA1 MCM6 SMC6 HOXC10 PRRC2C IPO7 NCOA6 DDB2 KDM3A CTDSPL2 MELK ING3 NR3C2 DCK PCLAF CTNND2 PRKDC ATP5MC2 TNPO2 PIK3R3 GEN1 PIK3R4 INSM1 ERF NUP153 DPYSL2 NUP155 CDC25A PPP1R9B NIPBL ID3 E2F1_Q6_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/E2F1_Q6_01 MRPL40 RPL18 SLC9A7 HMGN2 SLC9A5 HNRNPD HIRA TRMT13 HNRNPR SYNCRIP SYT6 PAN2 ACBD6 DOLK DDX17 CDCA7 SIN3A FLI1 H2BC12 EIF1AX RAVER1 GNG4 STAG2 STAG1 CCDC150 TYRO3 PIK3CD ESPL1 AP4M1 POLA1 TAOK2 SRSF1 ORC1 SRSF2 MGAT2 UXT RPS19 PCYT2 EFNA5 SERBP1 ADAMTS2 ENPP1 FIZ1 TMEM187 TRMT2A USP49 KBTBD6 FBXO5 KBTBD7 FAM120C AMD1 SREK1 ASXL2 KLF5 BMP2 ZEB1 SPHK2 PCDH10 FXR2 ZNF524 ATM SYNGR4 NOLC1 RNF207 PCNA PPRC1 RIBC1 CLSPN EZH2 CCNT1 INTS7 YBX2 AP1S1 DLEU1 UBR7 DNAJC11 DLEU2 SLC25A1 ARHGAP11A FANCG JPH1 MYC NABP2 SIK2 FANCC ZMYM2 ZNF644 ACO2 UFD1 OTUD7B MXD3 RAD51 YPEL4 ZNF362 GON7 GADD45B DHH REPS2 USP2 UNG MCMBP ZNF367 POLA2 PCSK1 SUMO1 NUMA1 CDC45 RB1CC1 RAB11B NPAT CNOT9 USP37 BRMS1L TBX6 GMNN NASP FZD1 ILF3 ANKHD1 MTF2 LRP1 ERBIN PPP1R8 PHF13 JADE2 NSD3 H2AC12 PHF5A STT3B E2F8 NCBP1 MTSS1 STK35 SMC1A CNOT3 PKMYT1 PRPF38A CBX5 GATA1 CASP8AP2 DNAJC9 EED HNRNPUL1 PCIF1 RBL1 NUFIP2 KIAA0825 TOPBP1 ACTN3 WEE1 ANKHD1-EIF4EBP3 LRTOMT HNRNPA1 ATAD5 STMN1 DNAJC5G SMARCA1 TRIM39 PRPS1 PODN TFAP4 CPSF7 MAP4K1 SASS6 PAQR4 TSTD2 MEIS2 KCNS2 POLE2 EIF3K TMEM143 HCN3 TRMT6 SUV39H1 ATAD2 KMT5A AK2 ATE1 POLD3 DNMT1 TMPO CADM2 MYH10 E2F1 TMEM108 PNPLA6 E2F3 HR PAX6 ZCWPW1 CTCF PTMA SDHAF2 JADE1 ARHGAP6 TBC1D31 MCM8 MCM7 MAZ RANBP1 CASP2 RELT PLD5 CDC5L MCM2 POLR1G HMGA2 MCM3 MCM4 KANSL1L NCL SMC6 MCM6 HOXC10 PPM1D IPO7 NCOA6 DDB2 CTDSPL2 FHOD1 IRX3 TNF FKBP5 CTNND2 PRKDC ATP5MC2 RSBN1 GPRC5B ILF3-DT POU2F1 GEN1 CHD4 INSM1 ERF ZDHHC24 MSH2 MEPCE CDC25A SP1 GSPT1 NIPBL ID3 FAF1 KTGGYRSGAA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/KTGGYRSGAA_UNKNOWN PRRT2 EZH2 ZCWPW1 SYNCRIP PRPF38A DAXX PRIM1 SRSF7 MCM7 CDCA7 CCNJL ZNF654 LUC7L2 RANBP1 SPRED1 SIK2 FAM50A MYC PRMT3 R3HDM1 YARS1 RBBP4 KCND2 RREB1 RCOR2 LIG1 PDS5A PIM1 CNBP ZHX2 TOPBP1 AP4M1 MCM3 SRSF1 TIMM23 DMRTB1 BOLL ORC1 WEE1 MCM6 DCLRE1A UHRF1 RFC4 ZBTB8OS GNAQ CADM1 DDB2 RIN2 SH3KBP1 BTBD10 ZADH2 TRMT2A CNTFR NHLRC2 SEMA5A B3GNT9 BCAS3 BRMS1L SEC61A1 USP32 ZSWIM9 FYB1 MMS22L ZMYM4 GDI1 FLRT1 EPB41 DLGAP4 MEPCE TUBA3E MIS12 CENPH POLD1 TUBA4A SH3BP1 TUBA4B RMI2 RRCCGTTA_UNKNOWN http://www.gsea-msigdb.org/gsea/msigdb/cards/RRCCGTTA_UNKNOWN FAM126A GLB1L ABHD17B CLDN3 EZH2 SNRPD1 ZCWPW1 HNRNPR BAP1 AGBL5 HENMT1 JADE1 DCAKD TRIM2 MAZ UBR4 NUDCD1 TIMM9 PHTF1 LUC7L2 LRRC36 TFAP2D TUBA1B MYC ATF7IP C9orf85 EGR3 STC2 SF1 HRK KIAA0586 AURKA SRSF1 RBMXL2 KLHL24 EIF1AD WEE1 RBBP8 NCAM1 RHBDD3 LRRC29 VCPIP1 SMARCA5 NRK UBE2S ADD3 STK16 AP1M1 TMEM208 CYP1B1 VIM TPI1P2 CBLL1 CEP85 TAGLN2 DIS3 BANF1 FNDC3A ZEB2 ILF3-DT NECTIN3 DIABLO IL1RAPL1 EWSR1 C5orf24 TNPO3 ZMYM4 PIBF1 ZEB1 HNRNPC SUV39H1 ILF3 AZIN1 MEPCE CDC27 FXR1 GART NMT1 SON SLC25A14 UTP18 VCP ID1 UBALD1 CSTF1 PHF7 NFIA MYH10 SGCGSSAAA_E2F1DP2_01 http://www.gsea-msigdb.org/gsea/msigdb/cards/SGCGSSAAA_E2F1DP2_01 MRPL40 PRPF4B SLC9A5 GABRB3 IER5L STK35 SMC1A HNRNPD SNRPD1 HIRA PKMYT1 SYNCRIP HNRNPR SMC3 PAN2 ACBD6 VCAN GATA1 SRSF7 CAND1 CDCA7 H2AZ2 CASP8AP2 H2BC12 RAVER1 DNAJC9 EED H2AZ1 STAG2 ALDH6A1 TYRO3 RET HNRNPUL1 EMSY PCIF1 PIM1 KIAA0825 BRME1 TOPBP1 ZNF503 TAOK2 POLA1 AP4M1 SRSF1 ATAD5 EFNA5 ADAMTS2 TRIM39 PRPS1 GINS3 PODN TFAP4 TMEM187 TRMT2A KCNA6 PAQR4 PLAGL1 POLE4 UGGT1 KCNS2 H4C1 POLE2 KBTBD6 TMEM143 KBTBD7 TRA2B FBXO5 RPS20 HCN3 ASXL2 SMAD6 SUV39H1 ATAD2 AK2 DCTPP1 SYNGR4 POLD3 ATF5 NUP62 NOLC1 POLD1 H3C1 PCNA WBP2NL DNMT1 WDR62 MYH10 RIBC1 E2F1 TMEM108 CLSPN E2F3 GLRA3 NR6A1 ZCWPW1 IL4I1 PTMA YBX2 JADE1 AP1S1 ARHGAP6 MCM7 CDC20B MAZ HMGXB4 UBR7 NFATC2IP RANBP1 FANCG MYC NABP2 PHC1 ZCCHC8 FANCC ZNF644 CDC6 ACO2 MCM2 MCM3 MCM4 HMGA1 NCL MXD3 SMC6 MCM6 HOXC10 PPM1D RRM2 GON7 NRK CTDSPL2 FHOD1 THAP8 ING3 FKBP5 UNG MCMBP PCLAF DCK ZNF367 PRKDC GPRC5B ZNF687 POLR2A FMO4 PCSK1 ILF3-DT CNOT9 USP37 GEN1 BRMS1L ZNF565 MSH2 MSH5 NASP GMNN ILF3 MTF2 MEPCE CDC25A NIPBL LUC7L3 JADE2 ZBTB4 H2AC12 PHF5A ID3 STT3B E2F8 RMI2