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 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