chr5q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q23 PRDM6 SLC12A2 SNX24 SNCAIP ISOC1 SEMA6A LOX LMNB1 SLC27A6 HSD17B4 FBN2 TNFAIP8 COMMD10 MEGF10 ADAMTS19 CSNK1G3 SRFBP1 GRAMD2B ZNF474 C5orf63 PRRC1 FAM170A PHAX ALDH7A1 ZNF608 PPIC CEP120 HINT1 DTWD2 DMXL1 LVRN MARCHF3 FTMT PRR16 MINAR2 LYRM7 TEX43 RPS17P2 PTMAP2 CHSY3 RNA5SP191 RNU6-290P RNA5SP190 CTXN3 SNX2 RNU6-701P RNU6-644P BOLA3P3 MRPS5P3 RNU6ATAC10P RN7SKP117 RNU4-69P RNU6-373P CCDC192 HMGN2P27 KRT18P16 RNU7-34P RPS14P8 ARGFXP1 RPSAP37 RN7SL174P RPL35AP15 RPL23AP44 LINC01184 LINC02039 DDX43P1 SEMA6A-AS1 HSPA8P4 LINC00992 LAMTOR3P2 LINC02215 SEMA6A-AS2 ARL2BPP4 HMGB3P17 ADAMTS19-AS1 LINC02216 RPL7L1P4 HSPE1P10 LINC02147 FABP5P6 KDELC1P1 LINC02148 KRT8P33 HMGB1P22 AC010255.3 HNRNPKP1 HMGB1P29 LINC02208 CUL1P1 LMNB1-DT LINC02214 LINC02201 RNU6-718P RNU6-752P RNU7-53P LINC01170 LINC02240 RN7SL689P MIR5706 MIR4633 MIR4460 ARL14EPL PRELID3BP8 SELENOTP2 RN7SL711P MIR1244-2 LINCADL chr16q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16q24 DBNDD1 DPEP1 CYBA ATP2C2 VPS9D1 HSDL1 TAF1C WFDC1 COTL1 USP10 CRISPLD2 FOXF1 MTHFSD SLC7A5 FBXO31 PIEZO1 KLHDC4 IL17C PRDM7 CDH15 CBFA2T3 COX4I1 EMC8 GSE1 GINS2 CHMP1A KLHL36 KIAA0513 MAP1LC3B MBTPS1 ZCCHC14 MEAK7 ADAD2 IRF8 DEF8 TCF25 GALNS GAS8 ZDHHC7 FAM92B DNAAF1 C16orf74 JPH3 ZC3H18 RNF166 SPATA2L ZNF276 MVD CDT1 TRAPPC2L ANKRD11 SPATA33 RPL13 LINC00917 KCNG4 ZNF778 BANP CTU2 CA5A FOXL1 FOXC2 ACSF3 CENPBD1 CPNE7 LINC00311 ZFPM1 LINC00304 CDK10 SNAI3 FANCA SPG7 APRT SNORD68 RNA5SP433 SPIRE2 LINC02138 AC092384.1 PABPN1L GAS8-AS1 URAHP RNU6-355P AFG3L1P ZNF469 AC010536.1 LINC02181 RNU1-103P RNU6-430P MC1R TUBB3 SLC22A31 LINC02189 LINC02166 LINC02176 LINC02182 C16orf95 FAM157C SNAI3-AS1 LINC02193 FOXC2-AS1 LINC02188 AC137932.2 ATP2C2-AS1 VPS9D1-AS1 TUBB8P7 MIR5189 RN7SL381P MIR5093 FENDRR LINC02135 LINC01081 LINC02132 LINC01082 COX6CP16 MIR6774 LINC02139 MIR6775 MIR1910 MIR4722 chr8q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8q24 ST3GAL1 ZC3H3 SLC45A4 TG TAF2 ZFAT CPSF1 CCN4 NDRG1 CHRAC1 GML GSDMD TSTA3 PYCR3 EEF1D ANXA13 SQLE DENND3 AGO2 SLURP1 PHF20L1 LRRC6 THEM6 KHDRBS3 EFR3A HHLA1 ENPP2 DSCC1 DERL1 MYC CCN3 MAL2 EIF3H UTP23 NDUFB9 TATDN1 FAM83A GSDMC FAM135B ZNF7 ARHGAP39 SLC39A4 NAPRT FAM49B ASAP1 DEPTOR ADCY8 SLA TBC1D31 WDYHV1 ATAD2 FBXO32 NSMCE2 RHPN1 CYP11B1 LY6K LY6E VPS28 TONSL RECQL4 LRRC14 PPP1R16A FOXH1 RPL8 RAD21 SLC30A8 MED30 TNFRSF11B WASHC5 TMEM65 TMEM71 ZHX1 TRAPPC9 PSCA LY6D MFSD3 GPT KIFC2 LRATD2 PTK2 KCNK9 COL22A1 COMMD5 ZNF16 MTSS1 RNF139 HAS2 TSNARE1 SNTB1 MTBP MRPL13 ADCK5 TRIB1 KLHL38 FAM91A1 LY6H C8orf31 SAMD12 PLEC PARP10 GRINA ZHX2 OPLAH EXOSC4 CYC1 CYP11B2 SHARPIN MAF1 WDR97 MROH1 TIGD5 PUF60 LYNX1 SCRIB FAM83H ZNF572 MAPK15 ZNF707 FER1L6-AS1 ZFP41 ADGRB1 EXT1 C8orf33 FBXL6 MAFA ZNF623 TRMT12 KCNQ3 COLEC10 TOP1MT PTP4A3 DGAT1 HSF1 NRBP2 ZNF696 SLC52A2 SPATC1 CYHR1 COL14A1 C8orf76 ZNF250 ZNF34 ZNF252P LYPD2 ZNF517 GPAA1 ZNF251 ARC MIR30D RNU1-35P RNU6-1255P RN7SKP226 RN7SKP153 RNA5SP277 IQANK1 SMPD5 MROH6 GPR20 FAM83A-AS1 AARD RNU6-144P RNU6-442P RNU6-756P RNU1-106P RNU6-869P RNU6-12P MIR661 MIR30B MIR548AA1 RNU6-220P RNU11-4P POU5F1B C8orf82 FER1L6 MIR1207 MIR1208 MIR1302-7 MIR1205 RNU4-25P RNU6-628P RN7SKP206 MTRF1LP2 ST13P6 MROH5 TSSK5P CCDC26 TONSL-AS1 MROH4P JRK CDK5P1 HGH1 RPL35AP19 RPS10P16 RN7SL826P RN7SL329P RPS26P35 UBA52P5 RN7SL228P RN7SL395P RPL23AP56 RN7SL396P RNF139-AS1 LINC00861 CASC8 LY6E-DT ZFAT-AS1 HAS2-AS1 RFPL4AP5 CASC11 LINC00964 PVT1 AK3P2 NCAPGP1 KNOP1P5 GLI4 C8orf17 RN7SKP155 RNU6-875P RNA5SP278 RNU7-181P OC90 WASHC5-AS1 RAD21-AS1 ZNHIT1P1 PCAT1 HMGB1P19 CYCSP23 HPYR1 LINC01300 RN7SL260P HNRNPA1P38 SOD1P3 MINCR LNCOC1 MRPS36P3 LINC01151 FER1L6-AS2 ARF1P3 MAPRE1P1 MTCO1P49 MTND2P7 CDC42P3 MAL2-AS1 LINC00051 LINC01591 LINC02055 CASC19 LINC02855 LINC00824 IMPDH1P6 MIR151A MAFA-AS1 DUTP2 RHPN1-AS1 LRRC24 TMED10P1 CCDC166 SMILR AC100858.3 ZNF252P-AS1 ZHX1-C8orf76 SCX EPPK1 BOP1 TMEM249 LY6L SCRT1 MIR4662B MIR3686 MIR5194 MIR4472-1 MIR4664 MIR4663 ZYXP1 RN7SKP175 MIR548AZ MIR6893 MIR7848 GPIHBP1 MIR6846 TMEM75 ERICD ASAP1-IT2 CCAT2 SAMD12-AS1 PEG13 PRNCR1 MIR548D1 MIR1206 MIR4662A MIR1204 MIR6850 MIR6849 MIR3610 SLURP2 MIR7112 MIR6844 MIR1234 MIR6845 MIR6847 MIR937 MIR6848 MIR939 LYNX1-SLURP2 chr13q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q11 CNN2P12 ANKRD20A9P RNU6-76P ZNF962P RNU6-55P LINC00328-2P TERF1P5 SNX18P26 ZNF965P FAM207BP LINC00388 GXYLT1P1 LINC00349 LINC00387 LONRF2P2 SNX19P2 FEM1AP4 RHOT1P3 CYP4F34P BNIP3P7 FAM230C KMT5AP1 GGT4P chr7p21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7p21 ICA1 ABCB5 THSD7A ETV1 SCIN HDAC9 SNX13 TWISTNB ITGB8 RPA3 GLCCI1 PHF14 TMEM106B MEOX2 ANKMY2 TSPAN13 AGR2 AHR NXPH1 ARL4A TWIST1 BZW2 DGKB VWDE FERD3L SP8 MIOS SOSTDC1 TMEM196 AGR3 EEF1A1P27 MACC1 AGMO NDUFA4 RNU6-534P TAS2R2P LRRC72 RPL21P75 CRPPA CCNB2P1 COL28A1 RPL23P8 UMAD1 MIR1302-6 RN7SKP266 RN7SKP228 RPL6P21 RPL36AP29 GTF3AP5 HDAC9-AS1 NPM1P11 MACC1-AS1 HSPA8P8 LINC02587 CRPPA-AS1 PRPS1L1 RPL23AP52 RBMX2P4 RAD17P1 NPM1P13 LINC01162 BRWD1P3 GLCCI1-DT EEF1A1P26 GAPDHP68 RPS26P30 RPL36AP26 RNMTL1P2 MIR3146 chr10q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10q23 FAS WAPL PDE6C BTAF1 CYP26A1 NHP2P1 PDLIM1 CCSER2 BMPR1A MINPP1 ACTA2 LIPA TNKS2 CPEB3 TSPAN14 LGI1 TBC1D12 CYP2C18 IDE IFIT3 IFIT2 PPP1R3C HELLS LDB3 OPN4 SHLD2 PRXL2A DYDC2 CYP2C9 CYP2C8 MYOF STAMBPL1 CH25H ATAD1 KIF11 CEP55 KIF20B EXOC6 PLCE1 RBP4 CDHR1 LRIT1 RGR ADIRF GLUD1 ANKRD1 HTR7 RPP30 FRA10AC1 ANKRD22 IFIT5 SLC16A12 PANK1 HHEX HECTD2 GHITM CYP2C19 DYDC1 PTEN ACSM6 NOC3L LIPM SNCG MMRN2 FGFBP3 SLC35G1 SH2D4B RPS3AP5 ACTA2-AS1 SRP9P1 PCGF5 PIPSL LIPF GRID1 RPL11P4 RNLS NUTM2A NRG3 IFIT1 FFAR4 CYP26C1 FAM25A C10orf99 MARCHF5 PAPSS2 MIR107 MIR346 RNU1-19P RNU6-529P RNA5SP322 RNU6-478P RNU1-65P RNU6-740P RNY3P12 IFIT1B LIPN LIPK LIPJ LRIT2 RNU6-657P RNU6-441P RNU6-129P RNU6-780P RNA5SP323 HMGN2P8 RPL17P34 GAPDHP28 EIF4A1P8 RPL11P3 SDHCP2 NUTM2D DDX18P6 RN7SKP143 RNU6-325P NUTM2A-AS1 CFL1P1 RPS27P1 LINC02647 IFIT6P LINC00502 LINC00863 RPL7AP52 TNPO1P1 PAWRP1 NRG3-AS1 CACYBPP1 LINC01375 KRT8P38 RPA2P2 WARS2P1 KLLN MED6P1 RAB11AP1 FAM245A CYP2C59P TNKS2-AS1 FAF2P1 SNRPD2P1 LINC00858 MTND4P19 RPL7AP8 LINC01520 FARSBP1 LINC02655 LINC00865 MARK2P9 NIP7P1 PLCE1-AS2 RPL12P29 RPS7P9 MTND4P20 LINC02650 NUDT9P1 RPS26P38 PTCD2P2 SLC16A12-AS1 HDAC1P1 MARK2P15 GRID1-AS1 RCBTB2P1 CYP2C58P CTBP2P2 LINC02653 CTSLP1 EIF2S2P3 RPL7P34 LINC01519 XRCC6P1 NPAP1P3 BMS1P3 RN7SL78P RN7SKP238 CYP2C60P RN7SL644P MIR4679-2 PLCE1-AS1 MARK2P16 RPAP2P1 NAPGP1 AGAP11 ADIRF-AS1 RN7SL733P LINC01374 MTND5P42 MIR4679-1 MIR4678 CERNA2 AL358787.1 chr13q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q13 FRY PDS5B SUPT20H SPART-AS1 SOHLH2 PROSER1 UFM1 SMAD9 ALG5 EXOSC8 DCLK1 CCNA1 SPART RXFP2 TRPC4 POSTN RFXAP STOML3 KL RFC3 STARD13 N4BP2L1 BRCA2 FREM2 NBEA CSNK1A1L SERTM1 MAB21L1 NHLRC3 ZAR1L RNA5SP26 RN7SKP1 RNU6-71P RNY1P4 NXT1P1 ARL2BPP3 IFIT1P1 H2ACP1 TCEAL4P1 LINC00571 LINC00457 PLA2G12AP2 FREM2-AS1 EIF4A1P5 LINC00423 VDAC1P12 TOMM22P3 LINC02344 HSPD1P9 LAMTOR3P1 LINC00366 EEF1DP3 ATP8A2P2 RPS12P24 STARD13-IT1 LINC01048 GAMTP2 RPL29P28 SCAND3P1 PRDX3P3 PHBP13 GAPDHP34 ANKRD26P2 LINC00445 LINC00437 STARD13-AS SMAD9-IT1 FRY-AS1 CCDC169 N4BP2L2 CCDC169-SOHLH2 RNU5A-4P RNU6-56P NDE1P2 LINC02343 LINC02334 LINC00547 N4BP2L2-IT2 chr10q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10q21 CCAR1 UBE2D1 RHOBTB1 SIRT1 HNRNPH3 DKK1 TFAM CCDC6 DNAJC12 PBLD BICC1 ARL4AP1 CISD1 EGR2 SLC25A16 ZWINT ZNF365 TET1 DNA2 MYPN FAM13C NRBF2 HERC4 PCDH15 ARID5B ANK3 IPMK PHYHIPL SLC16A9 MBL2 REEP3 CDK1 JMJD1C CSTF2T ATOH7 TPT1P10 ADO RTKN2 FAM133CP CTNNA3 CABCOCO1 TMEM26 LRRTM3 RNU6-543P RNA5SP319 RUFY2 MIR605 RNU6-1250P COX20P1 AKR1B10P1 RPL7AP50 RPL31P44 RSU1P3 TMEM14DP ANXA2P3 RPL12P8 MIR1296 MIR548F1 RN7SKP202 RNU2-72P AL590502.1 NEFMP1 LINC02671 RPL21P92 RPS3AP38 RPL7AP51 RPL26P27 TRAF6P1 RPLP1P10 LINC02672 MYL6P3 LINC00845 RPS3AP37 MRLN THAP12P3 LINC01515 LNCAROD SNRPEP8 MRPL35P2 LINC02640 LINC02625 RPL17P35 KRT19P4 TATDN1P1 ALDH7A1P4 LINC02621 RPL26P29 AC026391.1 MRPL50P4 DBF4P1 PRELID1P3 LINC01553 POU5F1P5 PRKG1-AS1 GAPDHP21 DNAJC19P1 TMEM26-AS1 LINC00844 RN7SL394P RN7SL591P MTRNR2L5 RN7SKP196 RNU6-523P RNA5SP318 RNU6-687P ANK3-DT MIR3924 RN7SL220P MRPS35P3 CYP2C61P NEK4P3 JMJD1C-AS1 MIR7151 SNORD98 chr1p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p13 ST7L CSDE1 SARS1 SIKE1 DDX20 CHI3L2 GNAI3 RSBN1 MAGI3 WDR47 OVGP1 SLC25A24 STXBP3 KIAA1324 AMPD2 KCNC4 WDR77 ATP5PB RAP1A CAPZA1 AMPD1 BCAS2 OLFML3 PHTF1 CD58 CD2 TTF2 DCLRE1B CASQ2 LRIF1 TMIGD3 CLCC1 GPSM2 GNAT2 GSTM1 PRPF38B TSPAN2 TSHB GSTM5 GSTM3 SYT6 VAV3 CHIA PSRC1 PTPN22 SORT1 WNT2B PTGFRN LAMTOR5 TRIM45 CEPT1 CD101 NGF AP4B1 SYPL2 IGSF3 CTTNBP2NL STRIP1 KCNA10 PSMA5 FNDC7 C1orf162 CD53 PROK1 CELSR2 MOV10 RHOC PPM1J SLC16A1 GPR61 ALX3 DRAM2 NTNG1 FAM102B HENMT1 AKNAD1 ATXN7L2 RBM15 DENND2D HIPK1 SLC22A15 ATP1A1 SLC16A4 AHCYL1 GSTM4 KCND3 MAB21L3 VANGL1 PIFO CYB561D1 DENND2C NAP1L4P1 KCNA3 KCNA2 NHLH2 C1orf194 AMIGO1 CSF1 TAFA3 NBPF6 UBL4B BCL2L15 NBPF4 SLC6A17 TRIM33 TAF13 INKA2 EPS8L3 SYCP1 LRIG2 PRMT6 RNU6-792P RNU6-151P RNY1P13 C1orf137 ATP1A1-AS1 CHIAP2 SPATA42 RNU6V MIR320B1 RNU6-817P NRAS GSTM2 HNRNPA1P43 TMEM167B LINC01356 KRT18P57 MIR942 MYBPHL NEFHP1 LINC01357 LAMTOR5-AS1 NDUFA5P10 LINC02586 FTH1P22 EIF2S2P5 CCNT2P1 AP4B1-AS1 SLC16A1-AS1 LINC02785 PGBP INKA2-AS1 ST13P21 RBM15-AS1 NR1H5P NGF-AS1 RANP5 LINC01649 LINC01768 RPS15AP9 AKR7A2P1 ELOCP20 VAV3-AS1 GAPDHP64 LINC01160 LINC01750 CNOT7P2 MTCO1P14 KCND3-IT1 OR11I1P LINC01762 UBE2FP3 MTATP6P14 LINC01765 CHIAP3 TXNP3 NUTF2P4 RPL7P8 MRPL53P1 CYMP-AS1 HIPK1-AS1 LINC01779 HIGD1AP12 CHIAP1 PKMP1 RLIMP2 NRBF2P3 LINC01661 KCND3-AS1 SLC25A24P2 LRIG2-DT MTND5P20 RN7SL420P CYMP SLC25A24P1 RN7SL432P NBPF5P RNA5SP55 RNU7-70P RNA5SP54 LINC01397 MIR548AC MRPL57P1 MIR7852 SCARNA2 ADORA3 MIR4256 MIR197 chr4q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q12 POLR2B LNX1 NOA1 REST EXOC1 DCUN1D4 USP46 CHIC2 NMU CRACD SRD5A3 SPINK2 RASL11B PAICS KDR PPAT TMEM165 CLOCK PDGFRA FIP1L1 KIT AASDH SGCB SPATA18 PDCL2 IGFBP7 HOPX SRP72 CEP135 GSX2 SCFD2 LRRC66 ARL9 RNU6-1252P RNA5SP161 RNU6-652P RNU6-746P RNU6-310P SNORA26 RN7SKP30 ERVMER34-1 DANCR RPL21P44 RN7SL822P RN7SL492P RPL17P20 RPL7AP31 RPL22P13 RPS26P24 RN7SL424P RPL38P3 IGFBP7-AS1 LINC02283 LNX1-AS2 LINC02380 GLDCP1 SRIP1 USP46-AS1 THEGL SRD5A3-AS1 MORF4L2P1 LINC01618 MRPL22P1 UBE2CP3 LINC02260 LRRC34P2 DUTP7 EXOC1L LNX1-AS1 LINC02480 FCF1P8 LINC02358 RNU6-998P RNU6-276P RNU6-197P RNU6-410P MIR4449 RN7SL357P chr6q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q13 RIMS1 DDX43 FAM135A COL19A1 COL9A1 SMAP1 B3GAT2 SLC17A5 OGFRL1 MTO1 KHDC1 SDHAF4 EEF1A1 CD109 CGAS LMBRD1 KCNQ5 MIR30C2 RNU4-66P OOEP KHDC3L DPPA5 RNU6-975P RNU6-411P MIR30A RPL37P15 TXNP7 NDUFAB1P1 KRT19P1 LYPLA1P3 RPS27P15 SLC25A6P6 NPM1P37 BECN1P2 GAPDHP42 PGAM1P10 SDCBP2P1 LINC01626 RPS6P8 FAM135A-AS1 PAICSP3 KCNQ5-AS1 OOEP-AS1 KNOP1P4 LINC00472 KCNQ5-IT1 RBPMS2P1 EIF3EP1 RPL39P3 RNU7-48P RPSAP41 KHDC1P1 KHDC1L MIR4282 RN7SL827P chr2p22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p22 NDUFAF7 HEATR5B MAP4K3 TTC27 SPAST LTBP1 EIF2AK2 NLRC4 BIRC6 STRN CEBPZ PRKD3 QPCT RMDN2 SRSF7 SOS1 ATL2 FAM98A YIPF4 THUMPD2 CYP1B1 SULT6B1 HNRNPLL GALM CRIM1 GPATCH11 GEMIN6 TMEM178A SLC30A6 RASGRP3 MEMO1 DPY30 CDC42EP3 DHX57 FEZ2 SLC8A1 HNRNPA1P61 MORN2 RNU6-951P RNU6-647P CDKL4 VIT RNU6-198P RNU6-1117P RNU6-851P RNU6-939P MIR558 RNA5SP91 RPLP0P6 GAPDHP25 ARHGEF33 CEBPZOS LINC01946 ASS1P2 H2ACP2 HSPE1P13 SLC8A1-AS1 TTC39DP RPL7P12 LINC01320 SOS1-IT1 DDX50P1 BIRC6-AS1 LINC00486 MAP4K3-DT LINC02613 CYP1B1-AS1 LINC01794 MRPL50P1 LINC01883 SLC25A5P2 RMDN2-AS1 KRT18P52 AC019064.1 HNRNPA1P57 LINC01318 LINC00211 ATP6V0E1P3 MYADML AK2P2 RNA5SP92 RNU6-577P RNU6-1116P CRIM1-DT RN7SL602P MIR4765 MIR548AD RN7SL96P BIRC6-AS2 MIR4430 chr18q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr18q23 CTDP1 ZNF516 ADNP2 RBFA SLC66A2 ZNF236 NFATC1 TXNL4A ATP9B GALR1 PARD6G KCNG2 MBP RNU6-655P SMIM21 HSBP1L1 RPL26P35 RNU6-346P RNA5SP461 SALL3 RBFADN LINC01898 LINC01896 LINC01893 ZNF236-DT BDP1P CCND3P2 LINC01029 ARL2BPP1 LINC00683 LINC01927 SLC25A6P4 PARD6G-AS1 C18orf65 LINC01879 AC012101.2 chr8p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8p11 ADGRA2 ANK1 POLB AP3M2 FGFR1 VDAC3 KAT6A DDHD2 BRF2 SFRP1 IKBKB PLAT DKK4 ADAM2 RNF170 ASH2L IDO1 THAP1 CHRNB3 CHRNA6 STAR PLPBP ERLIN2 TACC1 GOLGA7 PLPP5 GINS4 NSD3 RAB11FIP1 BAG4 GPAT4 LETM2 ZMAT4 NKX6-3 HGSNAT HOOK3 FNTA SLC20A2 ADAM9 ADAM18 GOT1L1 TM2D2 HTRA4 PLEKHA2 LSM1 SMIM19 TCIM ZNF703 POMK EIF4EBP1 IDO2 ADRB3 POTEA ADAM5 C8orf86 ADAM32 ADAM3A RNA5SP264 RNU1-124P RNU6-895P RNU6-356P KCNU1 TPT1P8 RNU6-607P RNU6-104P SNORD65B RPS20P22 RPS29P2 RPL5P23 RN7SL709P RN7SL149P RN7SL806P RPL3P10 AC091182.1 LINC01605 AC016868.1 SNX18P27 RNU6-988P RNF5P1 AFG3L2P1 VN1R46P SMARCE1P4 RNU6-323P CYP4F44P SIRLNT KRT18P37 MIR548AO RPL12P48 MIR486-1 MIR486-2 MIR4469 chr1p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p11 SRGAP2C FAM72B FCGR1B H3P4 H2BP1 LINC01691 LINC00623 LINC02798 SRGAP2-AS1 EMBP1 MTIF2P1 PPIAL4A RPL22P6 NBPF8 PFN1P2 NBPF26 RNVU1-19 RNVU1-4 chr9p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9p12 CNTNAP3 RPL7AP49 ZNF658B SPATA31A1 FAM74A1 RAB28P1 RBM17P1 SKP1P3 RBPJP5 VN2R3P ATP5F1AP8 FKBP4P2 SDR42E1P1 RN7SL763P GLIDR RN7SL640P chr20p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr20p12 CRLS1 ESF1 TMEM230 TASP1 KIF16B TRMT6 CHGB ISM1 NDUFAF5 SEL1L2 CDS2 PROKR2 FERMT1 HAO1 PLCB4 PAK5 JAG1 GPCPD1 TMX4 RRBP1 BMP2 FLRT3 PCSK2 MKKS BFSP1 DSTN LAMP5 SNRPB2 LRRN4 OTOR MCM8 BANF2 C20orf187 ANKEF1 SNAP25 BTBD3 PCNA SLX4IP SHLD1 MACROD2 SPTLC3 PLCB1 RNU6-228P RNU6-1159P RNA5-8SP7 RNU6-115P RNU105B RN7SKP69 RNU1-55P LINC00654 RNU6-278P RPS10P2 RPL23AP6 KANK1P1 FAT1P1 RN7SKP111 RNA5SP475 ENSAP1 LINC01706 LINC01752 UBE2D3P1 PLCB1-IT1 PPIAP17 LINC01729 RPS18P1 LAMP5-AS1 RPLP0P1 PHKBP1 ISM1-AS1 LINC00658 RNF11P2 SNAP25-AS1 MACROD2-IT1 LINC00687 LINC01713 LINC01428 CASC20 SDAD1P2 RPS3P1 DYNLT3P1 RPS27AP2 LINC01722 TARDBPP1 EIF4EP1 AIMP1P1 LINC01723 RPS11P1 PA2G4P2 MACROD2-AS1 GAPDHP2 HIGD1AP15 PGAM3P RNU1-131P RN7SL864P RN7SL547P PARAL1 RNU6-27P LINC01751 RN7SL498P MIR6870 MIR8062 MCM8-AS1 chr7p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7p13 NPC1L1 NUDCD3 CAMK2B MRPS24 UBE2D4 OGDH H2AZ2 COA1 BLVRA URGCP AEBP1 POLD2 MYL7 GCK YKT6 ZMIZ2 POLM RAMP3 SPDYE1 TBRG4 DDX56 NACAD DBNL CCM2 MYO1G PURB TMED4 STK17A PGAM2 PPIA RNU6-1097P SNORA5B SNORA5C SNORA5A POLR2J4 RASA4CP LUARIS SNHG15 LINC01952 ELK1P1 LINC00957 TUBG1P RNA5SP230 URGCP-MRPS24 SNORA9 MIR6838 MIR6837 MIR4657 MIR4649 chr4p16 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4p16 MAN2B2 TACC3 RNF4 FGFR3 WDR1 CRMP1 EVC PPP2R2C LINC01587 ACOX3 SH3BP2 NOP14 ADD1 MAEA WFS1 GRPEL1 CPZ SLC2A9 CLNK NSD2 MFSD10 HGFAC MXD4 SH3TC1 FAM193A GRK4 IDUA FGFRL1 TMEM175 POLN ZNF141 TBC1D14 TMEM128 PDE6B DGKQ SLC26A1 LYAR STK32B JAKMIP1 GPR78 TRMT44 SPON2 CTBP1 ZFYVE28 RGS12 MSX1 FAM86KP UVSSA SLBP LRPAP1 OTOP1 S100P ABLIM2 STX18 NSG1 ZBTB49 TNIP2 LETM1 TMEM129 CPLX1 ATP5ME SLC49A3 DRD5 HTRA3 KIAA0232 CYTL1 TADA2B CCDC96 EVC2 FAM53A PIGG DOK7 ZNF518B RNF212 PSAPL1 GAK MRFAP1L1 MRFAP1 C4orf50 ZNF721 ADRA2C SORCS2 NELFA PCGF3 NAT8L DEFB131A BLOC1S4 FAM86MP ZNF732 DEFB108F MSANTD1 AFAP1 CTBP1-DT HTT ZNF876P OR7E103P RNU6-204P RN7SKP113 RN7SKP36 RN7SKP275 RNA5SP152 RN7SKP292 USP17L6P CFAP99 MIR571 MIR95 HAUS3 TMED11P MYL5 HMX1 LINC00955 MIR548I2 RNA5SP155 USP17L15 USP17L5 USP17L12 USP17L30 AC097381.1 USP17L26 FAM90A26 USP17L25 USP17L28 USP17L10 USP17L29 USP17L24 USP17L13 DEFB130D USP17L11 OR7E162P NKX1-1 USP17L27 RPS7P15 RN7SL589P AC107464.1 C4orf48 LINC02447 LINC002481 STX18-AS1 STX18-IT1 BNIP3P41 OR7E86P USP17L19 USP17L22 ZNF519P4 COX6B1P5 USP17L17 LINC02517 UNC93B8 USP17L14P NOP14-AS1 ENPP7P10 SCARNA22 SNRPCP13 USP17L21 OR7E43P OR7E83P LINC02495 RAF1P1 USP17L16P ALG1L14P ZNF718 SNRPCP16 UNC93B4 OR7E35P GMPSP1 ENPP7P9 LINC02171 OR7E99P USP17L20 USP17L18 OR7E85P USP17L23 LOC101928532 ENPP7P11 LINC02600 HTT-AS ALG1L3P OR7E163P ALG1L7P LINC02482 LDHAP1 ABCA11P UNC93B7 FAM86EP USP17L9P RNA5SP154 RNA5SP153 MIR378D1 MIR4798 MIR3138 MIR4274 ZNF595 AFAP1-AS1 TMEM271 LINC01396 CTBP1-AS LINC02498 MIR4800 MIR943 OR7E84P AC116317.1 chr8q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8q22 RNF19A RRM2B PABPC1 CDH17 GRHL2 CPQ LAPTM4B POP1 NIPAL2 STK3 ESRP1 SPAG1 NCALD UBR5 ZNF706 RIDA VPS13B RGS22 MATN2 DPYS MTDH LRP12 POLR2K ODF1 KLF10 AZIN1 ATP6V1C1 DPY19L4 NDUFAF6 C8orf37 GDF6 UQCRB MTERF3 PTDSS1 RPL30 KCNS2 FBXO43 COX6C OSR2 YWHAZ BAALC FZD6 CTHRC1 SLC25A32 DCAF13 DCSTAMP TP53INP1 INTS8 VIRMA GEM PDP1 TMEM67 SDC2 ZFPM2 SNX31 CCNE2 PLEKHF2 RIMS2 ERICH5 TSPYL5 RBM12B ANKRD46 FAM92A RAD54B RNU6-1209P RNU6-1172P RNU6-690P RN7SKP249 TRIQK SNORA72 SNORD3H RNU6-748P RNU6-1011P MIR599 MIR548A3 SNORD77B RPS26P6 MIR875 RNU6ATAC8P RNU6ATAC41P RNA5SP274 RNU4-83P RN7SKP85 NACA4P BAALC-AS2 RNU7-67P RN7SL563P RPL34P18 RPS12P15 RPL19P14 RN7SL685P RPS20P23 RN7SL350P RPS23P1 RPL5P24 RPS4XP10 MIR3150BHG UBR5-AS1 LINC00535 BAALC-AS1 ADI1P2 LINC01181 GAPDHP62 PSMA2P2 IRF5P1 RNU6-914P RNU6-1224P RNU6-703P RNU6-1092P AC104211.2 AZIN1-AS1 SUMO2P19 LINC01298 POU5F1P2 NDUFA5P2 MTCO1P4 AP002852.1 SUMO2P18 LINC02845 NPM1P52 GASAL1 LINC02844 AC023632.2 C8orf37-AS1 ZNF317P1 MTND1P5 VPS13B-DT MTCO2P4 DUXAP2 MRPL57P7 MYL12AP1 PTMAP15 ZNNT1 MIR378D2HG MIR4471 MIR3151 FSBP MIR5680 HSPE1P14 MIR8084 RBM12B-AS1 C8orf87 PDCL3P2 MIR3150A MIR3150B MIR378D2 MIR7705 chr14q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q11 HAUS4 JPH4 MYH7 CEBPE SLC7A8 OSGEP SLC22A17 HNRNPC RPGRIP1 SUPT16H TOX4 ABHD4 RBM23 PRMT5 C14orf93 PSMB5 ACIN1 CCNB1IP1 APEX1 PABPN1 EFS DHRS2 CPNE6 CHD8 PCK2 NGDN RAB2B BCL2L2 AJUBA PARP2 RNASE1 DAD1 TEP1 TTC5 ZFHX2 CDH24 REM2 OR4K1 OXA1L SLC7A7 MMP14 ZFHX2-AS1 DHRS4 OR4K2 PIP4P1 METTL17 SLC39A2 NDRG2 RNASE7 ARHGEF40 ZNF219 METTL3 SALL2 IL25 CMTM5 OR10G3 OR5AU1 RNASE2 RNASE3 RNASE6 OR4K14 OR4K15 MRPL52 RNASE8 RNASE11 OR11H4 OR11H6 OR4K17 OR4L1 OR4K13 OR4K5 OR4K3 OR4N2 OR4M1 OR4H12P TPPP2 C14orf119 EDDM3B EDDM3A OR6S1 RNASE10 AL512310.1 OR4N5 KLHL33 CARMIL3 POTEG DHRS4L2 RNASE9 OR11H13P OR4Q2 OR11G2 LRP10 MYH6 PNP MIR208A SNORD9 RNU6-252P RNA5SP382 SNORD8 RNU6-1138P RNASE13 RNU6-458P TRAV2 TRAV3 TRAV4 TRAV5 TRAV6 TRAV7 TRAV8-1 TRAV9-1 TRAV10 TRAV12-1 TRAV8-2 TRAV8-3 TRAV13-1 TRAV12-2 TRAV8-4 TRAV13-2 TRAV14DV4 TRAV9-2 TRAV12-3 TRAV8-6 TRAV16 TRAV17 TRAV18 TRAV19 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRDV1 TRAV24 TRAV25 TRAV26-1 TRAV8-7 TRAV27 TRAV29DV5 TRAV26-2 TRAV34 TRAV35 TRAV36DV7 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV40 TRAV41 TRDV2 TRDJ1 TRDJ4 TRDJ2 TRDJ3 TRDC TRAJ61 TRAJ59 TRAJ58 TRAJ57 TRAJ56 TRAJ54 TRAJ53 TRAJ52 TRAJ50 TRAJ49 TRAJ48 TRAJ47 TRAJ46 TRAJ45 TRAJ44 TRAJ43 TRAJ42 TRAJ41 TRAJ40 TRAJ39 TRAJ38 TRAJ35 TRAJ34 TRAJ33 TRAJ32 TRAJ31 TRAJ30 TRAJ29 TRAJ28 TRAJ27 TRAJ26 TRAJ25 TRAJ24 TRAJ23 TRAJ22 TRAJ21 TRAJ20 TRAJ19 TRAJ18 TRAJ17 TRAJ16 TRAJ14 TRAJ13 TRAJ12 TRAJ11 TRAJ10 TRAJ9 TRAJ8 TRAJ7 TRAJ6 TRAJ5 TRAJ4 TRAJ3 TRAJ2 TRAJ1 RNU6-1268P RNU6-1239P AP1G2 ANG DHRS4-AS1 HOMEZ RNF212B MIR208B OR4E2 PSMB11 POTEM SNORA79B RN7SKP205 TRDD1 DUXAP9 DHRS4L1 BMS1P17 OR4K6P TRDD3 TMEM253 PPP1R3E OR6E1P PRMT5-AS1 TRDD2 SNORD126 RPL22P20 RPL4P1 RN7SL189P TRAJ51 TRAV31 TRAJ60 TRAJ55 RNU6-1046P RNA5SP380 TRAV1-1 OR10G2 ARL6IP1P1 OR6J1 TRAV8-5 UBE2NP1 TRAV11 TRAV1-2 TRDV3 RBBP4P5 OR11H12 MED15P6 BNIP3P6 LINC02297 MED15P1 NF1P4 ARHGAP42P4 ARHGAP42P5 RNASE12 OR11K2P LINC00641 OR11H2 PTCD2P1 OR11G1P TRAV15 OR4K4P OR4N1P OR11H5P OR4T1P BCL2L2-PABPN1 CKAP2P1 OR11H7 TRAV33 RNASE4 OR4K16P TRAV28 SETP1 EIF4EBP1P1 OR4U1P TRAV32 EDDM3DP BRD7P1 LINC02332 TRAV37 PSMB7P1 TRAV30 GTF2IP22 SMARCE1P3 RANBP20P LINC00596 THTPA H3P37 OR10G1P GRAMD4P4 RN7SL650P LINC01297 OR4E1 TRAJ36 RPPH1 NF1P10 NBEAP5 TRAC NF1P7 NF1P11 GRAMD4P3 TRAJ37 LMLN2 MIR4707 MIR6717 OR11P1P chr10q25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10q25 ZDHHC6 ADRB1 COL17A1 GSTO2 TDRD1 ABLIM1 ATRNL1 SORCS1 XPNPEP1 SMC3 SHOC2 TECTB GPAM MXI1 SMNDC1 CFAP58 DUSP5 ADD3 HABP2 VAX1 PLEKHS1 TCF7L2 GSTO1 ITPRIP PDCD4 ADRA2A VTI1A FAM160B1 GFRA1 SFR1 SORCS3 SLC18A2 CASP7 CCDC186 VWA2 TRUB1 C10orf82 HSPA12A AFAP1L2 PNLIP CCDC172 KCNK18 PNLIPRP1 SHTN1 ENO4 NHLRC2 ACSL5 CFAP43 NRAP DCLRE1A RNA5SP327 RNA5SP326 RNU6-839P RNA5SP325 RNU6-1090P PDCD4-AS1 PNLIPRP3 RBM20 ADD3-AS1 SNRPGP6 RNU6-463P MIR609 YWHAZP5 BBIP1 RPL23AP59 TAF9BP2 MIR548E RN7SKP278 LINC02661 MAPKAPK5P1 RPL21P91 LINC02620 SORCS3-AS1 RPL15P13 UBE2V1P5 SNRPGP12 HMGB3P8 RPS15AP30 PPIAP19 RPL5P27 ITPRIP-AS1 LINC02627 LINC02624 LINC01435 PPIAP39 AURKAP2 RPS6P15 CFAP58-DT PNLIPP1 PHB2P1 AC016825.1 PPIAP38 RPL7P35 RPL13AP6 MIR3663HG PTGES3P5 RPL12P26 LINC02626 BTF3P15 BTBD7P2 HMGB3P5 RNU7-165P RN7SL384P GUCY2GP RN7SKP288 RNU5B-6P RNU6-1121P RNU6-709P MIR4295 PNLIPRP2 MIR3663 MIR4482 XIAPP1 NTAN1P1 RNU4-5P MIR6715A MIR4483 MIR6715B MIR936 MIR2110 MIR4680 AC012470.1 AL133482.1 chr4p14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4p14 RFC1 ARAP2 TBC1D1 UBE2K N4BP2 KLF3 KLHL5 UGDH PDS5A TMEM156 LIAS KLB C4orf19 WDR19 RPL9 SMIM14 RBM47 RHOH PGM2 TLR10 TLR1 TLR6 NWD2 CHRNA9 NSUN7 ZBTB12BP RELL1 DTHD1 FAM114A1 RNU6-836P RNU6-1112P RNA5SP160 RNU6-32P RNU6-1195P MIR574 RNA5SP158 RNU6-887P KLF3-AS1 PABPC1P1 RNU7-74P RN7SL558P AL136537.1 LINC02505 LINC02513 ARL4AP2 KRT18P25 LINC02265 UGDH-AS1 LINC01258 MRPS33P2 LINC01259 PTTG2 LINC02278 RNU7-11P RNA5SP159 LINC02616 MIR4802 MIR4801 MIR5591 ELOCP33 MIR1255B1 chr15q26 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q26 MEF2A TTC23 SELENOS CHSY1 SNRPA1 IGF1R ARRDC4 ADAMTS17 LINS1 PCSK6 HAPLN3 RHCG POLG RLBP1 FANCI ABHD2 WDR93 TICRR DET1 MFGE8 ZNF710 UNC45A ST8SIA2 MCTP2 FURIN IQGAP1 CRTC3 CERS3 LRRK1 ACAN AP3S2 KIF7 PLIN1 PEX11A MESP1 ANPEP RCCD1 LRRC28 ISG20 CHD2 SLCO3A1 OR4F4 AEN IDH2 RGMA SYNM DNM1P46 FES NGRN OR4F15 LYSMD4 GDPGP1 ASB7 PGPEP1L C15orf32 OR4G2P VPS33B OR4F6 ALDH1A3 TM2D3 HDDC3 SEMA4B CIB1 TARS3 FAM174B SV2B NR2F2 SPATA8 WASH3P MESP2 SPATA41 ZNF774 MAN2A2 BLM PRC1 RNU6-181P RNU6-132P MIR7-2 RNU6-1111P TTLL13P OR4F13P FAM149B1P1 VPS33B-DT GOLGA2P8 MIR1179 RNU2-3P RNU6-1186P RN7SKP254 RN7SKP181 RPS12P26 OR4F14P GABARAPL3 RNU7-195P RN7SL346P RN7SL209P RPL36AP43 RPL7P5 RN7SL484P RN7SL363P ARPIN RN7SL677P LINC01585 NR2F2-AS1 LINC01197 DDX11L9 FAM138E LINC01586 ARPIN-AP3S2 PGAM1P12 LINC00923 RNA5SP401 RNU6-322P RNU6-807P RNU7-111P RNA5SP402 HMGN1P38 MIR9-3HG OR4F28P LINC02207 LINC02251 ASB9P1 H3P40 LINC00930 PRC1-AS1 DUXAP6 ENO1P2 H2AZ2P1 LINC01579 LINC01580 SEPHS1P2 NPM1P5 LINC00924 PRKXP1 LINC00928 AC084855.2 HNRNPA1P62 GOLGA8VP NDUFA3P4 SPATA8-AS1 ZNF710-AS1 IRAIN CERS3-AS1 MRPL15P1 WBP1LP5 SNRPCP18 LINC02253 KRT18P47 LINC02244 LINC01582 AC027559.1 DNM1P47 LINC02254 IDH2-DT HMGB1P8 AC124248.1 HSP90B2P LINC01581 CRTC3-AS1 HSPE1P3 LINC02157 PCSK6-AS1 MIR4714 MIR5009 MIR5094 MIR3174 LINC01578 MIR6766 MIR6859-3 OR4G6P RN7SL736P LINC02351 LUNAR1 MIR3529 FAM169B MIR1469 MIR3175 MIR9-3 MIR1302-10 LINC02852 chr12q15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12q15 LYZ IL26 IFNG MDM1 NUP107 CNOT2 CPSF6 RAP1B IL22 BEST3 RAB3IP PTPRB DYRK2 YEATS4 KCNMB4 CPM MDM2 PTPRR FRS2 CCT2 MYRFL SLC35E3 LRRC10 LINC02408 SNORA70G RNU4-65P KRT8P39 RPL10P12 ATP5PDP4 HNRNPA1P70 RPSAP12 RPS26P45 RPL7P42 RPL39P28 LINC02384 RNU7-4P IFNG-AS1 LINC01479 LINC02421 MRPL40P1 LINC02442 LINC02420 NTAN1P3 LINC02821 FAHD2P1 PRELID2P1 LINC02373 CNOT2-DT C1GALT1P1 MIR3913-1 RN7SL804P MIR1279 MIR3913-2 chr4p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4p12 TXK GABRA4 CORIN ATP10D GUF1 GABRA2 GNPDA2 GABRG1 GABRB1 NIPAL1 COMMD8 NFXL1 COX7B2 YIPF7 CNGA1 RNU6-838P RNU6-931P RN7SKP199 THAP12P9 PRDX4P1 RAC1P2 RNU6-412P MIR8053 AC107398.4 chr9q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9q12 FAM74A6 FAM74A4 AL590491.1 SPATA31A7 RN7SL462P SPATA31A5 CNTNAP3C chr2q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q22 ARHGAP15 KYNU GTDC1 CXCR4 ACVR2A NXPH2 SPOPL THSD7B HNMT LRP1B ZEB2 PABPC1P2 RNU6-715P RNU6-692P RNU6-1275P RNA5SP105 RPL6P5 RN7SKP286 MTND1P27 LINC01853 LINC01832 MTCYBP11 MTND5P24 MTCO3P5 TEX41 MTND6P11 MTCO1P44 HNRNPKP2 MTND3P9 UBE2V1P14 YY1P2 SMC4P1 UBBP1 RPL17P12 LINC01911 MTND2P19 ARHGAP15-AS1 MTCO2P5 LINC01412 MTND4P22 AHCYP4 YWHAEP5 MRPS18BP2 MTND4LP12 LINC02631 ZEB2-AS1 RN7SL283P RNU7-2P RN7SKP141 RNU6-904P RNA5SP106 LINC01966 MIR7157 chr9q33 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9q33 RABGAP1 TNC HSPA5 TRAF1 RC3H2 BRINP1 PSMD5 PTGS1 LHX2 MEGF9 C5 LHX6 TNFSF8 RAB14 CNTRL TRIM32 FBXW2 PHF19 NEK6 PPP6C NDUFA8 RBM18 MAPKAP1 DENND1A RALGPS1 OR1J1 DAB2IP SLC2A8 ANGPTL2 CDK5RAP2 TLR4 GARNL3 WDR38 PSMB7 NR5A1 RABEPK GOLGA1 OR1L4 PDCL RPL35 LMX1B ARPC5L STOM GSN MRRF NR6A1 CRB2 OR5C1 ASTN2 LRSAM1 OR1Q1 OR1K1 STRBP GAPVD1 PBX3 ZBTB43 ZBTB26 OR1L6 OR1L3 OR1L8 OR1N2 OR1N1 SCAI OR1L1 TTLL11 ZBTB34 FXNP2 ADGRD2 PAPPA OLFML2A MORN5 ZBTB6 GPR21 ZNF79 MVB12B OR1J2 RPL12 RNU4-82P RNU6-1020P RN7SKP128 SNORA65 RNU6-1082P GGTA1P LINC00474 SNORA70C MIR181A2 MIR181B2 MIR147A MIR601 SNORD90 HMGB1P37 B3GNT10 HNRNPA1P15 RNY1P15 RN7SKP125 MIR181A2HG AL355592.1 PAPPA-AS2 CUTALP TLK1P1 OR1H1P ASTN2-AS1 RPL10P3 TUBB4BP6 SKA2P1 PRPS1P2 KRT18P67 TPT1P9 PIGFP2 RPL35AP22 LINC02578 RPSAP76 GSN-AS1 MIR600HG TTLL11-IT1 AHCYP2 OR1J4 RN7SL187P RN7SL302P RN7SL181P RN7SL30P NRON PAPPA-AS1 LINC01613 MIR4478 MIR7150 OR1B1 MIR600 chr3q28 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q28 TP63 P3H2 CLDN16 CCDC50 CLDN1 TPRG1 OSTN UTS2B IL1RAP TMEM207 GMNC MIR28 RNU6-1109P MIR944 RN7SKP222 RN7SKP296 LPP-AS1 P3H2-AS1 FGF12-AS3 LINC02013 MTAPP2 TPRG1-AS2 FGF12-AS2 GCNT1P3 FGF12-AS1 CCT6P4 OSTN-AS1 TPRG1-AS1 NMNAT1P3 PYDC2 chr12q14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12q14 METTL1 MON2 IRAK3 CYP27B1 PPM1H TBC1D30 CAND1 SLC16A7 RXYLT1 TSFM EEF1AKMT3 HELB AVIL AGAP2 CDK4 TSPAN31 USP15 GNS LLPH RPL14P1 LRIG3 MARCHF9 HMGA2 RASSF3 TMBIM4 GRIP1 WIF1 AVPR1A ATP23 MSRB3 LEMD3 C12orf66 CTDSP2 DPY19L2 TBK1 XPOT C12orf56 SRGAP1 HMGA2-AS1 TAFA2 MIRLET7I RNU1-83P RNU6-595P RNU6-399P RNU4-20P RNU6-1083P RNU6-166P MIR548C MIR26A2 RNU6-1009P RNU6-279P RPL21P18 PCNPP3 GAPDHP44 RPS3P6 KRT18P60 RNU6ATAC42P LINC01465 RN7SKP65 RN7SKP166 RBMS1P1 GGTA2P LLPH-DT RPL21P103 RPSAP52 RPL32P26 RPL36AP41 RPL21P104 RPL7P39 RPS6P22 LINC02231 LDHAL6CP RNU5A-7P RNA5SP362 RNU6-871P PABPC1P4 LINC02389 APOOP3 AGAP2-AS1 RXYLT1-AS1 RAB11AP2 LINC02425 LINC02454 OSBPL9P5 OSBPL9P4 PDCL3P7 LINC02448 LINC02388 HNRNPA1P69 KRT8P19 LINC02403 RSL24D1P5 GIHCG KLF17P1 DUX4L52 MIR548Z MIR6074 MIR6759 MIR6502 MIR6125 chr2q36 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q36 CUL3 C2orf83 COL4A4 WDFY1 CCL20 EPHA4 FARSB DAW1 ACSL3 MOGAT1 FAM124B MRPL44 PAX3 DOCK10 SLC19A3 SERPINE2 NYAP2 RHBDD1 KCNE4 AP1S3 SPHKAP PID1 TRIP12 FBXO36 SLC16A14 CCDC140 SGPP2 TM4SF20 MFF COL4A3 IRS1 SCG2 AGFG1 TDGF1P2 DNER RNY4P19 RNU6-624P RNU6-619P RNU6-1027P RNU6-613P ATG12P2 RPL23AP28 HSPA9P1 SNRPGP8 TMEM256P2 NANOGP2 FBXO36-IT1 LINC01807 HIGD1AP4 ACSL3-AS1 GAPDHP49 MFF-DT RPL7L1P10 CT75 RNU7-9P RN7SL807P RNU6-964P RNA5SP121 RN7SKP283 MIR5702 MIR4439 CCDC195 MIR5703 SCYGR10 SCYGR1 SCYGR4 SCYGR8 SCYGR2 SCYGR5 SCYGR3 SCYGR7 SCYGR6 chr9q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9q22 FAM120A CDC14B ZNF510 SPTLC1 NANS TBC1D2 SPIN1 TRIM14 CORO2A TGFBR1 SEC61B OGN ASPN ECM2 GALNT12 ALG2 CKS2 IPPK ZNF484 OMD FGD3 NXNL2 GADD45G HSD17B3 NUTM2F HABP4 FBP2 SLC35D2 BARX1 NINJ1 TMOD1 TSTD2 GABBR2 HEMGN TRMO XPA NCBP1 ANP32B CTSV SHC3 AUH MFSD14B AOPEP CDK20 SUSD3 PTPDC1 PRXL2C FANCC ANKRD18CP DIRAS2 SYK NFIL3 ANKS6 FBP1 CARD19 WNK2 ZNF367 ROR2 LINC00476 ZNF169 SPATA31C2 SPATA31E1 FOXE1 ERCC6L2 OR7E31P PTCH1 BICD2 SECISBP2 SEMA4D ANKRD19P ALOX15P2 NUTM2G CENPP ZNF322P1 FAM120AOS TDRD7 IARS1 MFSD14C ZNF782 TCEA1P1 PHF2 CCDC180 NOL8 MIRLET7F1 MIRLET7D MIRLET7A1 RNA5SP289 RNU6-829P RNU6-669P COL15A1 C9orf129 RNU6-1160P MIR23B MIR3074 MIR27B RNU6-918P FAM220CP S1PR3 MT1P1 KRT18P13 RPS10P3 MIR1302-8 RN7SKP225 EIF4BP3 BEND3P2 OR7E116P LINC00092 LINC00475 PCNPP2 RPSAP49 EEF1DP2 MTND4P15 MIR4290HG HNRNPA1P14 CYCSP24 VN1R51P MTCO3P29 LINC02843 GAS2L1P2 PAICSP2 LINC01501 SEPTIN7P7 SPATA31C1 LINC02603 LINC01508 AL162385.2 PA2G4P6 PCAT7 MTATP6P29 HSD17B3-AS1 ELF2P3 SNX18P2 CTSLP8 IL6RP1 BARX1-DT LINC00484 PTCSC2 OR7E109P YRDCP2 HSPE1P22 VDAC1P11 FBP2P1 MTND3P23 SNORA84 RN7SL794P MTND4LP7 RNA5SP288 MIR2278 RNU6-798P RNU6-714P RNU2-46P RNA5SP290 SUGT1P4 SUGT1P4-STRA6LP STRA6LP KRT8P11 MIR4290 MIR4670 MIR3153 MIR4291 MIR4289 MIR3910-1 AL136084.2 PTMAP11 MIRLET7A1HG OR7E108P NAMA RNU6-86P MIR6081 PRSS47 NPAP1P7 MIR6854 YRDCP1 MIR3651 PTMAP12 MIR548AU MIR3910-2 MIR24-1 AL449403.4 chr3p22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p22 DLEC1 SS18L2 HHATL ACAA1 MLH1 CMTM6 LRRFIP2 SEC22C XYLB ACVR2B WDR48 GORASP1 EIF1B VIPR1 ZBTB47 NKTR VILL DYNC1LI1 OSBPL10 POMGNT2 ACKR2 GASK1A CSRNP1 SLC25A38 ITGA9 SLC22A14 GOLGA4 CTDSPL STAC GPD1L CMTM7 FBXL2 UBP1 EXOG LYZL4 KLHL40 CLASP2 DCLK3 SNRK TRANK1 TTC21A RPSA ENTPD3 CTNNB1 ULK4 MOBP CX3CR1 XIRP1 SCN11A MYRIP PDCD6IP GLB1 CRTAP CMTM8 ZNF621 MYD88 OXSR1 SLC22A13 ARPP21 SUSD5 CCDC13-AS1 ZNF620 ZNF619 EPM2AIP1 CCR8 CYP8B1 HIGD1A TRAK1 CNOT10 ZNF662 CCR4 SCN5A SCN10A PLCD1 CCK TMPPE RPL14 C3orf35 MIR26A1 RNU6-235P RNU6-1301P RNU5B-2P RN7SKP227 RNU4-56P RNA5SP128 SNORA62 KRBOX1-AS1 TRIM71 RNU6-1227P SNORA6 MIR128-2 RNU6ATAC4P RNU6-243P SUGT1P2 DSTNP4 RNA5SP129 RNU4-78P RN7SKP58 ATP6V0E1P2 EEF1A1P24 ENTPD3-AS1 SEC13P1 UBE2FP1 RPL29P11 UBE2D3P2 LINC02158 LINC01811 EEF1GP3 RPL23AP43 SDAD1P3 HNRNPA1P21 KRT8P18 HMGN2P24 EIF4BP4 ACVR2B-AS1 HSPD1P6 DLEC1P1 PGAM1P3 TCEA1P2 DDTP1 NFU1P1 ARPP21-AS1 HHATL-AS1 SALL4P6 NBPF21P IGBP1P3 PPP2R2DP1 VIPR1-AS1 RPL18AP7 RPL5P10 RPL36P20 TPMTP2 SNRK-AS1 KRT18P15 ITGA9-AS1 GEMIN2P2 SUMO2P10 RPL21P135 FECHP1 RPL21P40 RFC3P1 PRADC1P1 NDUFAF4P3 HNRNPA1P22 RPSAP11 RPL30P4 COX6CP10 RNU7-73P RN7SL567P KRBOX1 RN7SL517P CCDC13 CNOT10-AS1 NIFKP7 RNU7-110P RN7SL411P RN7SL296P MRPS31P1 MIR548AY LINC02033 EIF1B-AS1 MIR6822 chr6p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6p11 RAB23 PRIM2 MIR548U RBBP4P4 GAPDHP15 LINC00680 POM121L14P GUSBP4 chr12q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12q24 RNF10 ZCCHC8 MPHOSPH9 RIMBP2 SFSWAP CHFR SCARB1 UNG ANKRD13A ACACB AACS SSH1 TMED2 DYNLL1 TESC RPL6 MAPKAPK5 P2RX7 ANAPC5 SLC8B1 KDM2B LHX5 OAS1 GCN1 RPLP0 PXN SIRT4 RPH3A PEBP1 TBX5 BRAP ERP29 NOS1 ZNF268 GOLGA3 PITPNM2 PSMD9 COQ5 SELPLG CORO1C DAO KCTD10 MLEC MVK CAMKK2 BCL7A RSRC2 TRPV4 ARPC3 GPN3 VPS29 MYL2 CUX2 SH2B3 ACAD10 ALDH2 NAA25 OGFOD2 CDK2AP1 OAS3 OAS2 RASAL1 GTF2H3 EIF2B1 DDX55 C12orf49 FZD10 RFC5 STX2 ADGRD1 SUDS3 PRKAB1 RAB35 COX6A1 SRSF9 FBRSL1 CCDC92 RBM19 CIT IFT81 ACADS HVCN1 NME2P1 DDX54 MED13L PIWIL1 CLIP1 CCDC62 HIP1R C12orf65 RAN TAOK3 USP30 SDS MSI1 HNF1A FBXO21 TBX3 OASL HRK RNFT2 P2RX4 BICDL1 DTX1 TRAFD1 TMEM132B SLC15A4 RITA1 SDSL MMAB GLTP GIT2 TCHP FAM222A FOXN4 SBNO1 MORN3 SETD1B VPS33A VPS37B RHOF DENR SRRM4 ABCB9 RILPL2 DHX37 UBC UBE3B RAD9B PLBD2 GLT1D1 TMEM132D HSPB8 CABP1 SPPL3 C12orf43 WDR66 HPD LRRC43 SVOP IQCD POP5 TCTN2 RNF34 TRIAP1 PLA2G1B KSR2 HECTD4 CCDC63 ATP2A2 C12orf76 MYO1H FBXW8 MLXIP UNC119B B3GNT4 VSIG10 WSB2 PXMP2 ANKLE2 POLE ULK1 PUS1 RFLNA ZNF664 PTPN11 TMEM132C ARL6IP4 HCAR2 GALNT9 CCDC60 EP400 KMT5A DIABLO SNRNP35 KNTC1 NOC4L BRI3BP DDX51 ATP6V0A2 EP400P1 LINC01405 PPP1CC CFAP73 TPCN1 P2RX2 RILPL1 TMEM120B ALKBH2 LINC00943 ZNF140 ZNF605 NCOR2 ANAPC7 LINC00173 PPTC7 HCAR1 DNAH10 ZNF84 TMEM116 PHETA1 ZNF26 MMP17 RNA5SP374 RNA5SP375 RNU4-32P RNU6-1017P RNA5SP378 RNU6-1188P RN7SKP250 RNU4-1 RNU6-361P RNU6-558P RN7SKP71 RNA5SP379 RNU4-2 LRCOL1 LINC01257 IL31 ATXN2 TCTN1 FAM216A SNORA9B MIR619 MIR620 SNORA49 RNA5SP372 RNA5SP377 RNA5SP376 LINC01089 ARF1P2 RPL7AP60 ZNF891 LINC02418 LINC02347 RPL21P1 RPL31P52 RNU6-1077P RN7SKP216 TMEM233 RPS6P20 ADAM1B RPL35AP30 ANHX ADAM1A LINC02370 CLIC1P1 RPS11P5 MAPKAPK5-AS1 RNU7-169P RNU7-170P RNU6-717P RPL27P12 RPS27P25 RN7SL865P RPS2P5 RPS20P31 RPL23AP67 RPL29P24 RPL22P19 RPL29P25 HNF1A-AS1 RN7SL441P RPL17P37 UBA52P7 RPL31P49 RPL11P5 RPS15AP32 RPS6P21 RPS2P41 RN7SL508P RPL12P33 ZNF84-DT PGAM5 TMED2-DT NRAV LINC02415 TMEM132D-AS1 LINC00939 LINC02405 LINC01234 LINC02372 DNAH10OS FZD10-AS1 PITPNM2-AS1 RNU6-927P RNU6-327P RNU4ATAC12P RNU6-1004P RNU6-1088P RN7SKP197 RNA5SP373 RNU1-104P HCAR3 TBX5-AS1 LOC101927531 LINC02440 FAM222A-AS1 LINC02460 PTP4A1P2 LINC02439 PXN-AS1 LINC02824 LINC02411 SBNO1-AS1 LINC00944 ADGRD1-AS1 LINC00507 ZNF10 USP30-AS1 LINC02376 NDUFA5P6 LINC02375 LINC02414 LINC02825 LINC02369 LINC01486 NANOGNBP2 LINC02361 NLRP9P1 LINC02393 LINC02441 LINC02368 TMEM132D-AS2 KDM2B-DT LINC02423 LINC02419 LINC00508 HSPE1P20 CLIP1-AS1 GATC DYNLL1P4 HAUS8P1 ELOCP32 LINC02459 HSPA8P14 LINC02356 LINC02463 GLULP5 LHX5-AS1 SNRPGP18 HMGA1P3 LINC02457 ATXN2-AS MAP1LC3B2 IMMP1LP2 OSTF1P1 TESC-AS1 PCNPP1 SLC25A3P2 MIR4497 RN7SL387P MIR4472-2 MIR5188 MIR4304 MIR3612 MIR3657 MIR3908 MIR4498 MIR6760 MIR6761 MIR6762 LINC02826 MIR6880 ORAI1 MIR7106 RN7SL769P MIR6763 THRIL LINC00934 MIR1302-1 OASL2P MIR1178 MIR6861 MIR4700 MIR4496 MIR7107 MIR8072 LINC02359 chr2q32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q32 TFPI NCKAP1 PMS1 CALCRL ZC3H15 DNAJC10 STK17B PDE1A WDR75 STAT1 GLS DNAH7 MYO1B OSGEPL1 ORMDL1 STAT4 MSTN ASNSD1 NAB1 HECW2 ITGAV SLC40A1 TMEFF2 GULP1 FAM171B ANKAR INPP1 MFSD6 FRZB DUSP19 NUP35 ZSWIM2 CAVIN2 COL3A1 ZNF804A NABP1 DIRC1 CACYBPP2 C2orf88 FSIP2 NEMP2 SLC39A10 HIBCH RNU6-989P RNA5SP114 RNU6-915P RNU6-169P E2F3P2 HNRNPCP2 COL5A2 RNU6-1122P RNU6-959P MIR561 AHCYP5 LIN28AP1 KRT18P19 DNAJB1P1 GLULP6 MIR1245A RN7SKP42 LINC01825 RPL21P32 DPRXP1 LINC01821 RPS17P8 FSIP2-AS2 PCGEM1 MED28P3 HECW2-AS1 LINC01790 HMGB1P27 KRT8P10 FSIP2-AS1 LINC01090 GAPDHP59 AC013401.1 RPL31P15 RPL23AP35 AC108047.1 CAVIN2-AS1 LINC01827 ST13P2 HNRNPA1P47 RPL23AP33 LINC01473 RN7SL267P RN7SKP179 RNU6-1045P OSGEPL1-AS1 MIR3129 MIR548AE1 RN7SL820P MIR1245B AC096667.1 MIR3606 ASDURF chr4q35 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q35 FAT1 F11 FRG1 SNX25 LRP2BP UFSP2 FAM149A DCTD CYP4V2 WWC2 CENPU ACSL1 SLC25A4 PDLIM3 SORBS2 ENPP6 CASP3 PRIMPOL CFAP97 TLR3 KLKB1 IRF2 MTNR1A CCDC110 TRAPPC11 ING2 CDKN2AIP STOX2 CLDN22 TRIML2 ZFP42 LINC02363 RWDD4 TRIML1 CLDN24 ANKRD37 HELT RNA5SP174 RNU6-173P RNA5SP175 RNU6-335P RNU1-51P FRG2 HSP90AA4P C4orf47 RNU6-1055P SLC25A5P6 VTI1BP2 AGGF1P1 RNU4-64P DUX4L9 MYL12BP2 FAM92A1P2 RN7SL28P FRG1-DT LINC02434 LINC02437 ICE2P1 CLUHP4 LINC02362 ADAM20P3 LINC01093 LINC01060 MLLT10P2 MRPS36P2 LINC02374 LINC02514 RARRES2P4 RPSAP70 LINC02492 LINC02515 LINC01596 LINC01262 LINC02436 ORAOV1P1 WWC2-AS1 F11-AS1 MIR3945HG TUBB7P WWC2-AS2 LINC02508 RN7SKP67 RNU6-1053P RNU6-479P RNU7-192P RNU2-34P LINC02365 DUX4L4 DUX4 RPL23AP84 MIR4455 MIR3945 LINC02427 DUX4L2 DUX4L1 DUX4L5 DUX4L6 DBET DUX4L3 DUX4L7 DUX4L8 AC019193.4 chr3p14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p14 WNT5A C3orf14 FRMD4B FLNB PTPRG IL17RD SLC25A26 UBA3 ARL6IP5 TMF1 LRIG1 LRTM1 MAGI1 FEZF2 APPL1 KBTBD8 TAFA4 EOGT LMOD3 CADPS SYNPR C3orf49 THOC7 ATXN7 PSMD6 PRICKLE2 ADAMTS9 HESX1 SLMAP RPP14 ABHD6 DNASE1L3 C3orf67 TASOR ARHGEF3 PDHB PXK KCTD6 ACOX2 FAM107A ARF4 SUCLG2 DENND6A PDE12 DNAH12 CCDC66 TAFA1 SPATA12 ERC2 SNTN LINC00994 FHIT FAM3D RNA5SP133 RN7SKP45 RNU6-108P RNU6-787P RNU6-483P RNU6-1181P RNU6ATAC26P RNU6-739P PPIAP16 COPS8P2 RPL21P41 RPL17P17 PRICKLE2-AS3 RPL10AP6 RPS15P5 PPIAP70 RBM43P1 ASB14 PSMD6-AS2 DENND6A-AS1 RNF7P1 PRDX3P4 MAGI1-AS1 ARHGEF3-AS1 UBL5P3 THOC7-AS1 LINC02030 PRICKLE2-AS2 ADAMTS9-AS1 SUCLG2-AS1 SYNPR-AS1 PTPRG-AS1 PSMC1P1 PRICKLE2-AS1 RN7SL482P ADAMTS9-AS2 DENND6A-DT C3orf67-AS1 NDUFB4P1 KRT8P35 LINC02040 PSMD6-AS1 LINC02017 CACNA2D3-AS1 FLNB-AS1 PPIAP71 ILF2P1 LINC00698 FAM3D-AS1 PRICKLE2-DT WNT5A-AS1 RN7SL863P RNU2-10P RNA5SP134 RNU6-139P RNA5SP135 HTD2 MIR3938 MIR3136 ESRG PDHA1P1 ARF4-AS1 MAGI1-IT1 SCAANT1 MIR548BB ERC2-IT1 MIR4272 chr15q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q24 NEO1 STOML1 CSK CD276 RCN2 ISLR LOXL1 STRA6 PPCDC HCN4 SEMA7A UBL7 COMMD4 UBE2Q2 PSTPIP1 ETFA HMG20A SCAPER TSPAN3 NEIL1 MAN2C1 CYP11A1 BBS4 PML CYP1A1 AC091230.1 GOLGA6D CCDC33 SCAMP2 CYP1A2 LMAN1L NPTN GOLGA6A ADPGK ISL2 ARIH1 TBC1D21 C15orf39 ISLR2 GOLGA6C FBXO22 SNUPN SIN3A PTPN9 NRG4 TMEM266 LINGO1 PEAK1 CSPG4 SNX33 HIGD2B IMP3 RPP25 COX5A FAM219B MPI EDC3 CLK3 ARID3B ODF3L1 REC114 SCAMP5 RN7SKP217 INSYN1 CPLX3 COMMD4P1 COMMD4P2 GOLGA6B RPL36AP45 RN7SL319P RPL13P4 RN7SL214P RN7SL278P DNM1P35 UBL7-AS1 MRPS15P1 NPM1P42 LINGO1-AS2 NPM1P43 KRT8P23 TYRO3P LINGO1-AS1 FKBP1AP2 LINC02259 ANP32BP1 DNM1P33 CSPG4P13 PPIAP46 DNM1P34 INSYN1-AS1 AC113208.4 PPIAP47 ADPGK-AS1 ADAMTS7P3 NIFKP4 TMEM202-AS1 LOXL1-AS1 DNM1P49 MIR4513 RN7SL510P MIR3713 PHBP20 RN7SL853P MIR6882 RN7SL327P RN7SL489P MIR6881 LINC02255 RN7SL429P NPTN-IT1 MIR630 MIR631 MIR4313 chr13q31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q31 NDFIP2 SPRY2 RBM26 POU4F1 OBI1 SLITRK5 SLITRK1 GPC5 GPC6 SLITRK6 RNU6-61P RNA5SP35 PPIAP23 PTMAP5 VENTXP2 HSPD1P8 MIR17HG PEX12P1 RNU6-77P RNU6-67P LINC00397 UBE2D3P4 GPC6-AS2 KRT18P27 RPL29P29 LINC00331 SP3P LINC01040 LINC00351 LINC00375 BCAS2P3 PWWP2AP1 TRIM60P13 RBM26-AS1 LINC01068 HNRNPA1P31 BRK1P2 UBBP5 MOB1AP1 LIN28AP2 MTND4P1 MIR4500HG LINC01038 LINC00382 LINC00377 FABP5P4 LINC00433 LINC00379 CCT5P2 LINC00373 ARF4P4 LINC00410 TXNL1P1 NDFIP2-AS1 TET1P1 LINC01047 MTND5P3 LINC00363 GPC5-AS2 GRPEL2P1 LINC00333 LINC00430 RPL7L1P1 LINC01049 LINC00380 LINC00440 HNRNPA1P29 FAR1P1 GPC5-AS1 LINC00353 GPC5-IT1 NIPA2P5 GPC6-AS1 GYG1P2 RPL21P111 HIGD1AP2 RNU6-75P RNA5SP33 RNU4ATAC3P RNA5SP34 LINC00564 LINC00559 LINC00560 MIR548AS MIR4500 DPPA3P3 LINC02336 DDX6P2 LINC01080 MIR92A1 MIR20A MIR622 MIR18A MIR19A MIR19B1 MIR17 chr19p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr19p13 UPF1 SPPL2B REX1BD CRLF1 TBXA2R CCDC124 MATK MPND NFIX APBA3 AKAP8L PTBP1 WIZ RANBP3 PNPLA6 MRI1 BEST2 HOMER3 USE1 GNA15 CREB3L3 BORCS8-MEF2B RFXANK TMEM161A LPAR2 SUGP2 CNN2 ABCA7 SBNO2 HMG20B AP3D1 WDR18 TLE2 PDE4A ELAVL1 FGF22 FSTL3 RNF126 TCF3 DAZAP1 MBD3 PRKACA ADGRL1 TMEM38A AP1M1 NOTCH3 MYDGF ANO8 ICAM3 CAMSAP3 XAB2 STXBP2 MAP2K7 NMRK2 SIRT6 REXO1 DNM2 KEAP1 RDH8 COL5A3 ZNF506 CHERP RFX2 KHSRP GNA11 GMIP ANKRD24 ICAM1 CD209 CERS4 MCOLN1 OR1I1 DHPS HOOK2 SMIM24 IL12RB1 TMED1 MAST3 OCEL1 MYO9B EFNA2 CIRBP ATP5F1D CBARP HNRNPM MARCHF2 NDUFB7 TECR TIMM13 CDC34 MISP POLR2E POLRMT HCN2 IZUMO4 GADD45B PALM MADCAM1 MKNK2 ACP5 MAN2B1 TUBB4A ARHGEF18 PEX11G DOT1L PLEKHJ1 RNASEH2A SF3A2 AMH LYL1 OAZ1 TRMT1 STX10 RETN FCER2 CLEC4M TLE6 CCDC130 TLE5 SGTA SNAPC2 C19orf53 TIMM44 IL27RA ASF1B FAM32A C19orf44 MED26 OLFM2 RASAL3 AKAP8 EPHX3 ILVBL SYDE1 CASP14 SLC1A6 PIAS4 EBI3 YJU2 SHD FSD1 ZFR2 TJP3 CACTIN FZR1 PLIN3 MRPL4 ICAM4 ICAM5 BABAM1 TYK2 CDC37 PTPRS ZNRF4 RAB3D TMEM205 CAPS PLPPR2 THEG MIER2 TNPO2 WDR83OS GCDH KLF1 DNASE2 MAST1 JAK3 RPL18A SLC5A5 KCNN1 ARRDC2 PIK3R2 RAB3A PDE4C ISYNA1 ELL CRTC1 COMP COPE DDX49 ARMC6 ELOCP28 TMEM59L KXD1 FKBP8 SUGP1 ZNF14 PBX4 ATP13A1 REEP6 PCSK4 APC2 RPS15 NDUFS7 KISS1R ARID3A GRIN3B STK11 C19orf25 DDX39A PKN1 TRIR ADGRE5 WDR83 GIPC1 SLC25A23 PSPN GTF2F1 ALKBH7 CLPP TNFSF9 CD70 C3 SH2D3A TRIP10 GPR108 TNFSF14 S1PR4 NCLN MAP2K2 ABHD8 PIN1 FBXL12 ADGRE2 SIN3B OR7A10 SLC35E1 EPS15L1 KLF2 OR7C2 OR7C1 F2RL3 UQCR11 SMARCA4 KDM4B TICAM1 KRI1 ILF3 SLC44A2 AP1M2 CDKN2D KLF16 DOHH MAU2 SHC2 PLPPR3 ABHD17A GAMT DOCK6 ECSIT LDLR ELOF1 TSPAN16 ANGPTL8 PRKCSH CNN1 SAFB2 RPL36 ATP8B3 GDF1 NCAN GTPBP3 PLVAP BST2 SLC27A1 USHBP1 COLGALT1 DDA1 MRPL34 PGLS LSM7 ACSBG2 MLLT1 FUT5 FCHO1 UNC13A MAP1S SSBP4 GDF15 PGPEP1 IQCN LSM4 JUND ZNF557 CRB3 YIPF2 ATG4D ZNF317 PPAN EIF3G ANGPTL6 SHFL DNMT1 ZNF426 CCL25 HAUS8 ADGRE3 PODNL1 DNAJB1 ZSWIM4 FBXW9 RFX1 ZNF20 C19orf57 DCAF15 CC2D1A RTBDN BTBD2 PRAM1 ZNF414 CSNK1G2 CACNA1A MISP3 SAMD1 BRD4 SLC39A3 NFIC TPGS1 PLPP2 FEM1A VAV1 MVB12A CIB3 SH3GL1 DUS3L DPP9 ADAMTS10 MYO1F TIMM29 FBN3 CARM1 EVI5L FUT6 CPAMD8 NR2F6 ANKLE1 CILP2 SAFB NACC1 IER2 PTGER1 PWWP3A ZNF333 CCDC105 PGLYRP2 CELF5 MFSD12 OR7G1 RAVER1 SYCE2 SPC24 ZNF653 LINC00905 TPM4 RAB8A GPX4 MIDN JSRP1 NIBAN3 KLHL26 GATAD2A ATCAY DAPK3 EEF2 TMIGD2 CHAF1A UBXN6 HDGFL2 PLIN4 SEMA6B HSD11B1L ACER1 ANGPTL4 CD320 ZNF558 C3P1 PRDX2 OR7G3 OR7G2 OR1M1 MBD3L1 LRRC8E INSR NRTN FUT3 RLN3 JUNB LRG1 ZNF439 ZNF440 ZNF562 ZNF561 NXNL1 CYP4F11 OR10H3 OR10H2 CYP4F22 ZNF57 ZNF556 ZNF554 THOP1 MOB3A OR7A2P AZU1 BSG OR10H5 ZNF791 SWSAP1 RAX2 ZNF266 OR7D4 PCP2 ADGRE1 NDUFA11 CATSPERD MICOS13 MED16 LRRC25 ZNF77 OR10H4 DIRAS1 GNG7 LMNB2 OR4F17 MIR7-3HG OR7A15P ZNF491 STAP2 TSSK6 TMPRSS9 RPL10P16 CTXN1 ZBTB7A FARSA CALR RAD23A GADD45GIP1 DAND5 GIPC3 B3GNT3 AC004151.1 S1PR5 CSNK1G2-AS1 ZNF443 OR7E18P TRAPPC5 SLC25A42 MUC16 SLC25A41 MEX3D OR2Z1 ODF3L2 ACTL9 ZNF101 TMEM259 MBD3L3 CLEC4G MCEMP1 C2CD4C PRR36 C19orf71 CCDC159 MRPL54 NR2C2AP PRSS57 RAB11B TNFAIP8L1 OR7A17 ADAMTSL5 PLK5 NDUFA13 PIP5K1C CYP4F2 CYP4F12 ZNF555 CYP4F8 CYP4F3 AC114267.1 KANK3 EPOR NANOS3 VMAC HAPLN4 OR7E25P PALM3 CLEC17A OR7D2 C19orf67 ZNF490 NWD1 TMEM221 OR7A5 PEAK3 OR7D1P ZNF559 ZNF177 ZNF563 ZNF699 ELAVL3 LONP1 PRTN3 ZNF799 MBD3L2B ZNF846 ZNF136 HSH2D ZNF700 ZNF441 ZNF763 KANK2 GZMM ELANE ZNF433 CFD ZNF44 ZNF823 ZNF121 CCDC151 ZNF560 UBL5 ZNF442 GET3 OR7A11P ZNF69 ZNF627 TEX45 ZNF358 R3HDM4 RNA5SP463 LINC00661 RGL3 MBD3L4 DENND1C ARRDC5 DPP9-AS1 ONECUT3 SNORD37 SNORA68 RNU6-2 RNU6-9 MIR181D MIR181C MIR7-3 MIR199A1 MIR27A MIR640 MIR638 MIR23A SNORD105 SNORD41 PRR22 RNA5SP465 RNA5SP467 RPL12P42 PGK1P2 ZNF625-ZNF20 QTRT1 ADAT3 RPS2P52 TM6SF2 MEF2B SMIM7 UCA1 ZNF788P C19orf38 HNRNPA1P10 AC011491.1 PLIN5 IFI30 ZNF433-AS1 LINGO3 ZGLP1 MIR1238 MIR1227 UBA52 RNU6-1076P ZNF844 TINCR CERS1 SNRPGP15 ZNF812P RPL23AP2 OR7E19P OR7H1P CACTIN-AS1 SCAMP4 FAM174C EEF1DP1 PET100 MTCO2P27 MBD3L2 RPS29P23 MTCO1P27 SNRPEP4 RPS28 MTATP6P27 PPIAP20 MTND2P40 MBD3L5 RSL24D1P8 OR7E24 RNU7-140P SNORD105B RN7SL477P RPL32P34 RN7SL513P RPS4XP22 RN7SL146P RPS6P25 RN7SL231P RPS15P9 RN7SL70P RPL39P38 RPL21P129 ZNF709 RN7SL842P PPAN-P2RY11 RPS18P13 RN7SL337P RN7SL833P P2RY11 INSL3 ZNF564 GAPDHP76 YJEFN3 RNA5SP464 RNA5SP462 RNA5SP466 RNA5SP468 RNU6-782P RNU6-1223P RNU6-993P RNU6-1028P MPV17L2 BORCS8 ZNF253 ZNF878 ZNF625 TGFBR3L MIR4747 MIR3187 RN7SL155P RN7SL823P MIR5684 RN7SL121P MIR3189 RN7SL835P MIR4322 MIR4999 MIR4748 MIR5589 MIR4746 RN7SL202P MIR5695 RN7SL619P LINC00663 LINC01841 OR4F8P FARSA-AS1 FTLP5 ILF3-DT ZNF561-AS1 RPL10P15 LINC01842 OR1M4P PHF5CP LINC01775 ZNF861P CYP4F10P LINC01764 OR4G1P BOLA3P2 ZNF833P CYP4F9P ELOCP29 ZNF56 OR1AB1P CLEC4O CIRBP-AS1 ZNF887P LINC01855 LINC01836 S1PR2 CYP4F24P SNX33P1 FDX2 HMGB2P1 UBE2L4 OR7E16P WBP1LP11 NDUFA7 EIF1P6 MIR3188 OR10B1P CLEC4GP1 LINC01862 ADGRE4P RPL7P50 OR7A1P HOMER3-AS1 CALR3 LYPLA2P2 RPS27AP19 RPL23AP78 RAB11B-AS1 CYP4F23P CLIC4P2 OR7A8P OR7A18P CCDC194 EXOSC3P2 MIR1470 OR7A3P ZNF559-ZNF177 BNIP3P10 BNIP3P9 CYP4F36P MIR6792 MIR6790 MIR6885 MIR6515 MIR7974 MIR6793 MIR6795 OR7G15P UHRF1 MIR6794 RN7SL192P MIR7850 ZNF426-DT SEPTIN14P19 CICP19 OR4G3P WASH5P LINC01002 FAM138F BISPR MIR7108 MIR1302-11 MIR639 MIR637 MIR6791 GNG14 MIR1199 MIR6789 MIR3940 MIR1909 MIR1181 MIR4321 MIR4745 MIR24-2 THSD8 MIR6886 AC008567.3 chr12q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12q22 VEZT TMCC3 NTN4 EEA1 METAP2 NR2C1 SOCS2 USP44 PLXNC1 CRADD CEP83 NUDT4 UBE2N FGD6 NDUFA12 PLEKHG7 MRPL42 MIR331 RNU6-247P RNU6-1329P LINC02397 CLLU1OS RNU6-808P RBMS2P1 KRT19P2 RNU6-735P RN7SKP263 SUCLG2P2 RN7SL737P RN7SL483P RN7SL330P SOCS2-AS1 RPL41P5 CLLU1 PGAM1P5 HNRNPA1P50 NACAP8 LINC02413 CBX3P5 LSM3P2 LINC02412 RN7SL630P MIR3685 MIR5700 LINC02391 CEP83-DT MIR7844 MIR492 chr11q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q22 BIRC3 ACAT1 PGR CEP126 BIRC2 SLC35F2 ELMOD1 EXPH5 MMP8 TRPC6 MMP7 MMP20 MMP27 CFAP300 DCUN1D5 YAP1 RDX FDX1 MMP13 CASP1 CASP5 ALKBH8 ZC3H12C NPAT ATM AASDHPPT MMP3 CNTN5 GUCY1A2 CWF19L2 TMEM123 GRIA4 ARHGAP42 CUL5 C11orf65 MMP10 SLN MSANTD4 PDGFD DDI1 DDX10 POGLUT3 RAB39A KBTBD3 C11orf87 ANGPTL5 DYNC2H1 MMP1 CASP4 RNA5SP347 RN7SKP115 RNA5SP349 RNU6-654P CARD16 CASP12 RNU6-952P RNU4-55P RN7SKP53 RPSAP50 SMARCE1P1 CASP17P RNU7-159P RPS2P39 RN7SL222P RNU6-277P MTND1P36 LINC02732 MTND2P26 LINC02719 LINC02715 CASP1P2 OR2AL1P TFAMP2 MTCO3P15 MTATP6P15 PPIAP43 CARD17 WTAPP1 MTCO1P15 CYCSP29 MTCO2P15 CASP1P1 BOLA3P1 CARD18 LINC02713 RPA2P3 LINC02552 MMP12 MIR3920 MIR4693 RNA5SP535 PGR-AS1 chr16q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16q22 EDC4 CDH1 RIPOR1 PHLPP2 CDH3 CBFB NFATC3 PDPR AARS1 TRADD HSF4 ELMO3 NUTF2 CENPT TSNAXIP1 NFAT5 DHODH CTCF ACD PARD6A ZNF821 CYB5B VAC14 HAS3 TANGO6 COG4 SMPD3 SLC7A6OS SLC7A6 PLA2G15 ESRP2 PMFBP1 SLC12A4 ENKD1 LRRC29 C16orf70 PRMT7 NIP7 TERF2 VPS4A MTSS2 DYNC1LI2 FBXL8 FHOD1 SLC9A5 DHX38 TXNL4B MARVELD3 CHST4 ZFHX3 CMTM3 NOL3 UTP4 RANBP10 CTRL DPEP3 GFOD2 NOB1 TMED6 CLEC18A CLEC18C DDX19B ST3GAL2 FCSK IL34 HYDIN ZNF19 NAE1 LRRC36 TPPP3 ZDHHC1 ATP6V0D1 AGRP CARMIL2 C16orf86 PSKH1 CDH16 RRAD CIAO2B AP1G1 DPEP2 DUS2 ZNF23 THAP11 KCTD19 TMEM208 CA7 CHTF8 SNTB2 DDX19A CALB2 CES4A CES3 CES2 PDP2 HSD11B2 EXOC3L1 CMTR2 NQO1 IST1 DDX28 CMTM4 ZFP90 NRN1L SF3B3 KIAA0895L AC040160.1 WWP2 TAT RNU6-208P RNU6-23P RNA5SP429 RNU4-36P RN7SKP118 RNU6-359P RNU6-898P PSMB10 E2F4 RNU6-22P MIR328 MIR140 COG8 LCAT VAC14-AS1 SNORD111 SNORD111B RNU6ATAC25P RNU4-30P MIR1538 SNORD71 EXOSC6 ATXN1L NPIPB14P B3GNT9 RNU7-90P MIR1972-2 RNU1-123P RPS27P26 RPS12P27 RPL35AP33 RPL39P31 RPS2P45 TERB1 RNU7-71P RNU6-1262P RNU6-1061P PDXDC2P HP PDF LINC01568 FTLP14 TLE7 HCCAT5 TAT-AS1 LINC01572 LOC102723786 LINC02136 HSPE1P5 SMG1P7 HPR KRT18P18 KARS1P3 DPEP2NB ATP5F1AP3 SNORA70D RN7SL279P RN7SL543P AC009061.2 PKD1L3 MIR6773 DERPC chr11q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q24 VSIG2 GRAMD1B BARX2 SPA17 CDON APLP2 DDX25 CRTAM JHY HSPA8 VWA5A SIAE PUS3 DCPS FOXRED1 ST3GAL4 KCNJ5 MSANTD2 TP53AIP1 ARHGAP32 STT3A ADAMTS8 ACRV1 ETS1 SLC37A2 SORL1 ST14 EI24 CCDC15 CHEK1 FEZ1 ESAM KIRREL3 TMEM218 TIRAP FLI1 KCNJ1 TMEM45B UBASH3B ROBO4 ROBO3 PANX3 TBRG1 NRGN HEPACAM PKNOX2 RPUSD4 ADAMTS15 CLMP SCN3B ZNF202 NFRKB PRDM10 OR8B12 OR4D5 PATE1 C11orf45 C11orf44 ZBTB44-DT OR8G2P OR6T1 OR8D4 OR10G7 SRPRA OR10D4P KRT18P59 BSX OR6M1 OR8A1 OR10S1 ZBTB44 OR8D1 OR10D1P PATE2 OR8B8 OR10D3 FAM118B OR8G1 HYLS1 OR10G6 MIRLET7A2 RNU6-874P RNU4-23P RNU1-21P RNA5SP352 SNORD14E SNORD14C TMEM225 SNORD14D MIR125B1 MIR100 RNU6-876P OR10N1P OR10D5P KIRREL3-AS3 OR6X1 HEPN1 RNU4-86P RNU6-1156P RN7SKP121 RNU6-321P RNU6-592P RN7SKP279 OR10G5P OR8B1P OR8C1P OR8B9P BMPR1AP2 LINC00167 RPL31P47 OR10G8 PATE3 BAK1P2 OR10G9 PATE4 OR8F1P RN7SL351P RPS27P20 RPL35AP26 RPL34P23 RPL34P21 RPS26P43 RNU2-35P RNU6-256P RNU4ATAC10P RNU4ATAC5P PHBP17 OR6M3P SF3A3P2 GLULP3 ETS1-AS1 OR6M2P OR8B10P SENCR OR10G4 NAP1L1P1 LINC02727 LINC02551 PKNOX2-AS1 ATP5PBP5 KIRREL3-AS2 OR8B7P OR8B5P OR8X1P SLC5A4P1 DDX18P5 OR8B6P MIR100HG ZNF123P ELOBP2 OR8G5 OR8A3P OR8Q1P PPP1R10P1 OR8G3P OR8A2P KIRREL3-AS1 BLID MIR4493 MIR3167 RN7SL778P LINC02098 LINC02712 LINC02725 MIR8052 MIR6090 OR8G7P OR8D2 OR8B4 GSEC LINC01395 VSIG10L2 OR8B3 OR8B2 CCDC15-DT chr5q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q12 DEPDC1B ERCC8 ADAMTS6 KIF2A MAST4 DIMT1 IPO11 ERBIN PDE4D PPWD1 TRIM23 TRAPPC13 NLN CENPK ZSWIM6 CD180 SHISAL2B PART1 SREK1IP1 CWC27 SREK1 ELOVL7 NDUFAF2 RNF180 HTR1A C5orf64 LRRC70 RGS7BP SMIM15 SGTB RNU6-661P RNU6-294P RNU6-806P MIR582 RNU6-540P RNU6-913P RPL3P6 SETP21 GNL3LP1 ISCA1P1 MRPL49P1 MAST4-AS1 ERCC8-AS1 PPIAP78 RN7SL169P LINC02065 MAST4-IT1 LINC02057 KRT8P31 LINC02229 RPEP1 SMIM15-AS1 CAB39P1 C5orf64-AS1 RN7SKP157 SHLD3 CKS1BP3 chr10p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10p11 ZNF37A CREM NRP1 HSD17B7P2 MTPAP MAP3K8 CUL2 CCNY SEPTIN7P9 EPC1 PARD3 ANKRD30A ZEB1 ITGB1 LYZL2 ZNF37CP ARHGAP12 JCAD KIF5B ZNF25 FZD8 GJD4 ZNF438 ZNF33A SVIL ZNF248 RNU6-1167P RNU6-1244P RNU6-598P RNU6-811P MIR604 PRDX2P2 HNRNPA1P32 NIFKP1 ABCD1P2 RPS12P16 MIR938 CCDC7 PPIAP31 RNU6-908P RNU6-1118P RNU6-193P RNU6-847P LINC02629 CCND3P1 SVIL-AS1 TACC1P1 ZNF33BP1 MTND1P18 ARL6IP1P2 PABPC1P12 CKS1BP2 EIF3LP3 PARD3-AS1 RPL23P11 LINC02628 ZNF25-DT RPL7P37 ACTR3BP5 LINC02630 MTND4P18 AK3P5 TLK2P2 CICP9 RPL37P18 NAMPTP1 ITGB1-DT EEF1A1P39 RPL34P19 SPTLC1P1 LINC02644 HMGB1P7 C1DP1 SS18L2P1 RPS24P13 LINC02634 ATP6V1G1P4 IATPR MKNK2P1 SLC9B1P3 MTND4LP11 ELOBP4 RPS4XP11 CHEK2P5 SVIL2P ZNF33CP LINC00993 RPL7AP53 FXYD6P2 VN1R53P MTND5P17 ZEB1-AS1 DDX10P1 MACORIS TMEM161BP1 RN7SL241P RN7SL825P RN7SL63P GOLGA2P6 RN7SL398P RN7SL314P DNM1P17 RNU6-795P RNA5SP309 RNU7-22P RNU7-77P RNU6-794P MTRNR2L7 LINC00838 RN7SL847P MIR3611 LINC02664 PTCHD3P1 PCAT5 LINC02635 MIR4683 MIR7162 chr5q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q21 NUDT12 MAN2A1 ST8SIA4 GIN1 PPIP5K2 PAM FBXL17 FER CHD1 SLCO4C1 FAM174A EIF3KP1 GJA1P1 C5orf30 EFNA5 PJA2 RNA5SP188 RNA5SP189 RNU1-140P RN7SKP230 SLCO6A1 AC114324.1 RNU6-47P RNU6-1119P RN7SKP62 KRT18P42 MIR548P RN7SKP68 PDZPH1P GUSBP8 RAB9BP1 RN7SL782P RN7SL255P LINC02062 LINC02115 LINC02113 EEF1A1P20 PSMC1P5 LINC00491 LINC00492 LINC02163 LINC01950 OR7H2P AC099520.1 RN7SKP122 RNU6-334P PGAM5P1 LINC01848 MTCO2P22 MTND6P22 MTCYBP22 MTATP6P2 MTND4LP5 MTCO3P22 MTND4P35 MTCO1P22 MTND3P19 MTND5P10 LINC01023 RN7SL802P chr14q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q21 L2HGDH GEMIN2 FKBP3 POLE2 VCPKMT SOS2 SEC23A PNN DMAC2L FOXA1 MIS18BP1 TTC6 SSTR1 MDGA2 MIA2 FBXO33 LRFN5 RPL10L LRR1 RPL36AL DNAAF2 KLHDC2 NEMF ARF6 MGAT2 CLEC14A KLHL28 C14orf28 TRAPPC6B PRPF39 FANCM FSCB KLHDC1 TOGARAM1 RNU6-552P RN7SKP193 RNU6-1277P RNU6-886P RNU6-297P RPS29 LINC01588 RPS15AP3 RNU6ATAC30P SNORD127 RPL7AP2 RPL18P1 RPL13AP2 RPL32P29 LINC02315 RNU6-189P RNA5SP384 RNU6-539P RPA2P1 LINC02277 FKBP1BP1 RHOQP1 PPIAP4 DNAJC19P9 LINC02303 SEC23A-AS1 LINC00871 KRT8P2 ARHGAP16P KRT8P1 LINC02307 LINC02302 DOCK11P1 EIF4BP1 HNRNPUP1 LINC00639 LINC00517 LINC00648 YWHAZP1 MIR548Y MIR4504 YTHDF2P1 PDLIM1P1 RN7SL2 RN7SL1 MIR6076 RN7SL3 chr1p35 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p35 FGR AK2 FAM76A KPNA6 PTPRU SNRNP40 EIF3I NKAIN1 COL16A1 TXLNA OPRD1 SRSF4 MECR HDAC1 S100PBP RNF19B TRIM62 RPA2 PPP1R8 STX12 TAF12 ADGRB2 HCRTR1 ZCCHC17 FABP3 KHDRBS1 TMEM39B TMEM54 ZSCAN20 CSMD2 HPCA DNAJC8 AHDC1 IFI6 SESN2 SMPDL3B ATP5IF1 MED18 THEMIS2 PUM1 SPOCD1 YARS1 PHC2 C1orf94 TINAGL1 AZIN2 XKR8 EYA3 EPB41 CCDC28B IQCC TMEM234 BSDC1 ZBTB8A ZNF362 FNDC5 GMEB1 MATN1 LAPTM5 SDC3 PEF1 SYNC RBBP4 KIAA1522 TSSK3 SERINC2 PTAFR MARCKSL1 HMGB4 ZBTB8OS TRNAU1AP RCC1 LCK FAM167B PTP4A2 A3GALT2 MATN1-AS1 RAB42 SNHG12 YTHDF2 SNORA73B RNA5SP42 PHACTR4 RNU6-949P RNU6-40P RNU6-424P SELENOWP1 MTMR9LP RNU6ATAC27P SNORD99 DCDC2B RN7SKP16 RN7SKP91 RNU6-1245P LINC01778 GAPDHP20 FAM229A CHMP1AP1 HSPD1P14 SPCS2P4 LRRC37A12P LINC01715 LINC01756 RPEP3 CSMD2-AS1 PRDX3P2 LINC01648 LINC02574 TLR12P PEF1-AS1 RN7SL559P SNHG3 SCARNA1 RNU6-176P TMEM200B LDC1P RN7SL122P MIR4420 MIR5585 RN7SL371P MIR4254 ZBTB8B SNORA44 SNORA73A SNORA16A RNU11 SNORA61 MIR3605 LINC01226 chr3p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p12 CNTN3 GBE1 ROBO1 FRG2C UNC93B3 CADM2 OR7E22P ROBO2 RNU6-386P VGLL3 RNU6-217P HNRNPA3P6 VDAC1P7 AKR1B1P2 RNU2-28P RN7SKP61 RN7SKP284 ZNF717 MYLKP1 OR7E55P DUX4L26 ALG1L6P MRPS17P3 LINC02008 CADM2-AS1 HNRNPA3P8 ENPP7P2 LSP1P2 RN7SL751P NIPA2P2 CYP51A1P1 PPATP1 SETP6 LINC02070 RPL7AP23 AGGF1P3 RARRES2P1 CADM2-AS2 SRRM1P2 LINC02025 LINC00960 RN7SL294P LINC00971 LINC02050 RPL23AP49 OR7E66P LINC02027 SNRPCP10 HMGB1P38 THAP12P2 RN7SL647P FAM86DP OR7E121P LINC02077 RPS3AP15 RNU6-1129P MIR5688 MIR3923 MIR4273 MIR4444-2 OSBPL9P1 LINC02018 CLUHP10 MIR1324 chr4q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q21 MAPK10 STBD1 CCNI ARHGAP24 COPS4 HNRNPD PRKG2 RASGEF1B SEC31A FGF5 GPAT3 NAAA NUP54 CXCL9 BMP2K G3BP2 SEPTIN11 FRAS1 SCARB2 CCNG2 CNOT6L USO1 CDKL2 SHROOM3 ANXA3 SLC10A6 SCD5 PLAC8 ENOPH1 PRDM8 BMP3 HNRNPDL PPEF2 ART3 CXCL13 NAA11 PAQR3 ANTXR2 HELQ MRPS18C ABRAXAS1 NKX6-1 CDS1 WDFY3 PTPN13 C4orf36 RCHY1 CCDC158 THAP9 CXCL10 CXCL11 MRPL1 AFF1 HPSE COQ2 ODAPH THAP6 WDFY3-AS2 SOWAHB FAM47E LIN54 GK2 CFAP299 SDAD1 RNU6-774P RNU6-1187P RN7SKP48 RNU6-499P RNU5A-2P RNU6-145P MIR575 RNU6-1000P SLC25A14P1 RPL7P17 RPL7AP26 RNU2-16P LINC00575 TXNP6 BIN2P1 TECRP1 KPNA2P1 RN7SL552P RPL30P5 RN7SL127P RPSAP39 MICOS10P4 MTCYBP44 LINC02469 COX5BP1 NPM1P41 HNRNPA1P56 HMGB1P44 TMEM150C LINC01088 SERBP1P5 OR7E94P SNX5P1 MAPK10-AS1 IGBP1P4 LINC00989 HNRNPA3P13 HIGD1AP13 THAP9-AS1 WDFY3-AS1 PCAT4 LINC02483 LINC01094 RNU6-615P RNU6-469P RN7SKP96 RPL3P13 MIR4450 MIR4451 MIR4452 FAM47E-STBD1 MIR548AH VAMP9P chr10p15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10p15 ZMYND11 WDR37 GDI2 PRKCQ PFKP IDI1 KLF6 LARP4B GTPBP4 PITRM1 TASOR2 FBH1 RBM17 IL2RA ANKRD16 IL15RA IDI2 DIP2C AKR1C6P AKR1C2 AKR1E2 PFKFB3 NET1 CALML3 CALML5 TUBAL3 UCN3 PRR26 ADARB2 AKR1C1 AKR1C3 ASB13 AKR1C4 RN7SKP78 RNA5SP298 CALML3-AS1 ADARB2-AS1 AL359878.1 RNU6-163P RNU6-576P RNA5SP297 LINC02656 RPL32P23 LINC02649 AKR1C7P RPL26P28 LINC02561 LINC00703 LINC00705 AKR1C5P LINC02660 SDCBPP1 LINC02668 ARL4AP3 LINC02677 LINC00200 LINC02639 MANCR LINC02662 LINC02678 IL9RP2 IDI2-AS1 LINC00702 LINC02669 LINC02645 LINC00701 LINC00700 PITRM1-AS1 PRKCQ-AS1 RN7SL754P RPL12P28 RN7SL445P LINC02657 RNU6-889P TUBB8 MIR5699 MIR3155A AKR1C8P NRBF2P5 MIR6078 MIR6072 MIR3155B AL732437.2 AL732437.3 chr18q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr18q21 RAB27B NEDD4L SERPINB3 FECH ZNF532 LMAN1 PIAS2 PHLPP1 ATP8B1 ME2 WDR7 TXNL1 CDH20 ST8SIA5 SMAD7 LIPG POLI KDSR VPS4B ONECUT2 CTIF MRO MBD2 IER3IP1 RAX NARS1 GRP RELCH RNF165 DYM MAPK4 ELAC1 MBD1 SMAD4 TNFRSF11A ZCCHC2 PMAIP1 EPG5 PSTPIP2 ATP5F1A HAUS1 C18orf25 CXXC1 SKA1 SERPINB7 CCDC68 SEC11C CPLX4 MC4R SERPINB12 C18orf54 LOXHD1 KATNAL2 HDHD2 MYO5B ACAA2 BCL2 MALT1 CFAP53 STARD6 SMAD2 MEX3C RNF152 ST8SIA3 C18orf32 DYNAP CCBE1 ELOA3D ZBTB7C DCC TCF4 PIGN SERPINB2 SERPINB13 ALPK2 RNA5SP457 RNA5SP456 RNU6-219P RNU6-1131P SNORD58C RNU6-742P RNU6-737P RNU4-17P SERPINB11 SERPINB4 SERPINB5 ELOA2 SNORD58A RNU6-142P RNU6-116P RNU6-708P RNU1-46P SNORA37 MIR3591 ATP5MC1P6 RPS8P3 RPL17-C18orf32 SKOR2 RN7SKP26 RPS26P54 OACYLP LINC01630 BOD1L2 RSL24D1P11 HMGN1P30 RN7SL342P RPL9P31 RPL17P46 RPLP0P11 RN7SL310P RPL17P44 RPS3AP49 RPL21P126 SERPINB10 RPL29P32 RPL30P14 RN7SL705P RNU2-69P RNU6-1278P SCARNA17 RNA5SP458 RNY4P37 SNORA108 RNA5SP459 RNU6-567P ENTR1P1 LINC-ROR LINC01917 LINC01544 LINC01416 LINC01919 MIR4744 MIR4528 SNRPGP2 LINC02837 MIR4529 PRR13P4 SRP72P1 RSL24D1P9 RPL17 SS18L2P2 MIR4743 MIR4527 MRPS5P4 ACTBP9 MRPL37P1 POLR3GP2 LINC01929 TCF4-AS1 LINC01905 CTBP2P3 TPMTP1 LINC01897 WDR7-OT1 HNRNPA3P16 SNHG22 LINC01415 AC009271.1 MIR122HG TCF4-AS2 SMUG1P1 GLUD1P4 NFE2L3P1 ADAD1P2 HMGN1P31 RPSAP57 MTCO2P2 LINC01926 RPIAP1 MAP1LC3P LINC01539 SRSF10P1 LINC02565 SINHCAFP2 AC107896.1 MIR4527HG SNORD58B VN1R76P ELOA3 ELOA3C ELOA3B C18orf12 MIR4320 MIR1539 MIR122 chr1p33 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p33 MKNK1 FAAH NSUN4 SLC5A9 ATPAF1 STIL SPATA6 LRRC41 MOB3C CYP4B1 CYP4Z2P EFCAB14 CYP4A22 PDZK1IP1 TAL1 CMPK1 BEND5 ELAVL4 KNCN UQCRH AGBL4 TEX38 CYP4Z1 CYP4X1 FOXD2 FOXE3 CYP4A11 DMBX1 RNU6-723P ZNF859P RNU4-61P LINC00853 LINC01398 PPP1R8P1 CYP4A22-AS1 MTND1P34 AGBL4-IT1 LINC01389 LINC02794 ATP6V0E1P4 LINC01738 EFCAB14-AS1 RPL21P24 AGBL4-AS1 FAAHP1 MTND2P29 NENFP1 CYP46A4P ELAVL4-AS1 FOXD2-AS1 SKINT1L CYP4A26P CYP4A43P CYP4A44P CYP4A27P TRABD2B MKNK1-AS1 TMEM275 chr11q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q12 TMEM132A SYT7 CD6 MS4A12 GANAB P2RX3 LPXN DTX4 OSBP MS4A6A MS4A4A CCDC86 PRPF19 TMEM109 SLC15A3 CD5 SCGB2A2 TRIM51 MYRF-AS1 MYRF SCGB1D2 SCGB2A1 AHNAK WDR74 LGALS12 PLAAT4 PLAAT2 DAGLA SLC43A3 TIMM10 CBLIF APLNR FADS2 TMEM258 TCN1 TUT1 SCGB1A1 TNKS1BP1 GLYAT SERPING1 OR5F1 SSRP1 SLC43A1 SLC22A8 TKFC MTA2 TMEM138 FADS1 ROM1 EML3 INCENP ZP1 OOSP2 MS4A3 CPSF7 MS4A2 B3GAT3 SLC22A9 OR8K1 OR5M9 PRG3 UBE2L6 ZDHHC5 MED19 GLYATL2 MS4A1 CYB561A3 PPP1R32 ASRGL1 GNG3 UBXN1 LBHD1 TTC9C TAF6L NXF1 STX5 OR5M13P YPEL4 FAM111A GLYATL1 OR4D6 PATL1 STX3 MRPL16 MS4A6E MS4A7 MS4A14 MS4A5 MS4A8 MS4A15 OR8J3 OR5I1 SDHAF2 DDB1 VPS37C VWCE RAB3IL1 BEST1 FTH1 BSCL2 POLR2G SLC3A2 PLAAT5 FEN1 SCGB1D1 CHRM1 TMEM223 OR8I2 OR8U1 OR10V1 OR5A1 OR5A2 OR5B12 OR5B2 OR9I1 CLP1 OR9G4 OR5AR1 OR5AP2 OR8J1 OR5T3 MS4A10 OR4D9 OR5B3 OR10W1 OR9G1 OR5M3 OR5J2 OR10AG1 OR4D11 OR5AN1 LRRN4CL OR10Q1 OR5AZ1P OR5AK2 OR5AK3P OR5G1P OR9G3P OR5M8 OR8H1 OR5T1 OR5T2 OR8K5 OR8H3 OR8H2 OR5J1P OR5AS1 LINC00301 OR5F2P PTGDR2 LRRC55 OR5AQ1P SLC22A10 INTS5 TMEM179B ZBTB3 OR5M5P OR5D18 OR9M1P OR9I2P OR9Q1 OR9Q2 PRG2 ZFP91 RTN4RL2 TMEM216 OR5W2 FAM111B SLC22A25 MPEG1 SLC22A24 SCGB1D4 OR5B17 OR5M12P OR1S2 SLC22A6 OR5BB1P OR5B21 CTNND1 RNU6-899P RNU6-1243P UQCC3 LRRC10B MS4A13 OR4D8P OR5G5P OR5D16 OR5L2 SNORA57 RNU6-933P MIR130A SELENOH PPIAP42 TMX2 HNRNPUL2 CSKMT MS4A18 MS4A4E SMTNL1 OR7E5P FADS3 RNU2-2P RN7SKP259 RN7SKP192 OR5BE1P WARS1P1 OR5W1P PGA4 PGA3 OR8V1P OR5M4P OR2AH1P BTBD18 OR5B1P HNRNPUL2-BSCL2 FABP5P7 OR5AN2P VN2R9P EEF1DP8 RPL29P22 RPS4XP13 RN7SL23P RN7SL259P OR5G3 RPL5P29 CNTF RPLP0P2 FAM111A-DT RNA5SP341 RNU6-118P GLYATL1P4 OR10Y1P RCC2P6 OR4D10 OR5M7P OR8I4P EIF4A2P3 CYCSP26 OR5M6P OR8J2 GLYATL1P2 FAM8A2P OR10V3P OR5BD1P OR5M2P OR4D7P EEF1G OR5AP1P SLC25A47P1 OR10AK1P OR9G2P OR5M10 OR5BN1P OR8L1P OR8K4P LINC02705 LINC02739 OR5M1 ZFP91-CNTF OR5AK1P OR5B10P OR9L1P OR8K2P OR5BN2P GLYATL1B OR5AM1P GLYATL1P1 NPM1P35 OR5J7P OR5BC1P OR5M11 TMA16P1 OR5BA1P OR5BR1P OOSP4B OR10AF1P OR5B19P LINC02735 OR8I1P OR5AL2P OR5G4P OR10V2P LINC02733 SNHG1 PGA5 CCND2P1 RN7SL435P RN7SL42P MIR3162 RN7SL605P MIR4488 SRD5A3P1 OR5BL1P OR5AO1P OR9I3P OR10Q2P OR5AL1 OR5BQ1P OR5BP1P OR5B15P MIR6514 FADS2B SNORD28 MIR6128 SNORD25 MIR6503 SNORD27 MIR6747 SNORD26 SNORD22 SNORD30 MIR6746 C11orf98 OR6Q1 OR5L1 AP003733.3 OR5R1 OR1S1 OR8K3 TEX54 OR5AK4P MIR611 MIR1908 MIR6748 OOSP1 OOSP4A OOSP3 chr17q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17q22 TSPOAP1 MPO MKS1 PRR11 RNF43 RAD51C SEPTIN4 MTMR4 TRIM37 HLF MMD EPX AKAP1 COIL TRIM25 SCPEP1 TEX14 SRSF1 VEZF1 PCTP OR4D1 TOM1L1 KIF2B ANKFN1 DGKE MSI2 GDPD1 CA10 COX11 STXBP4 TMEM100 CCDC182 LPO SMG8 YPEL2 PPM1E HSF5 CUEDC1 MRPS23 SKA2 NOG RNU1-108P RNU6-1249P RNU1-85P RNU1-52P MIR301A MIR454 RNU6-1158P SUPT4H1 C17orf67 RN7SKP94 LINC02089 C17orf112 MSX2P1 RPS2P48 RNU7-134P RN7SL449P RPL39P33 RN7SKP14 RNU6-518P RNU2-58P OR4D2 RNF126P1 SMIM36 ISCA1P3 GARS1P1 MTCO1P40 ARL2BPP8 LINC01982 RN7SL716P MIR4729 DYNLL2 MIR4736 SEPTIN4-AS1 TSPOAP1-AS1 SPDYE22P SETP3 SNRPGP17 MIR142 MIR3614 AC005962.2 chr1p31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p31 DEPDC1 LRRC7 AC118549.1 PTGER3 MSH4 LRRC40 USP33 PGM1 IL12RB2 ALG6 DOCK7 DLEU2L DNAJC6 LEPR SLC35D1 GADD45A WLS RPE65 SRSF11 CTH TNNI3K CRYZ ACADM ST6GALNAC5 ADGRL2 ANKRD13C SGIP1 PTGFR ATG4C ZRANB2 PATJ KANK4 ANGPTL3 TTLL7 RABGGTB IFI44L GIPC2 IFI44 SLC44A5 DNASE2B ITGB3BP SERBP1 PRKACB PIGK TCTEX1D1 WDR78 ASB17 AK5 CACHD1 AK4 JAK1 RAVER2 IL23R DIRAS3 NFIA TM2D1 USP1 FUBP1 NEXN DNAJB4 ADGRL4 LRRIQ3 LRRC53 TYW3 LHX8 NEGR1 GNG12 INSL5 UBE2U ERICH3 MIGA1 DLSTP1 ST6GALNAC3 PDE4B SLC2A3P2 ROR1 FOXD3 HHLA3 MIER1 MIR101-1 RNU6-161P RNU6-414P RNA5SP50 RNU6-371P SNORD45B RNA5SP22 SAMD13 C1orf141 EFCAB7 SNORD45C RNU6-622P RNU6-809P SNORD45A RNU6-1031P MIR186 RNU6-1176P RNA5SP23 RNU6-1177P RNU6-1246P HNRNPA1P64 LEPROT ST13P20 MIR1262 RNU2-15P RNA5SP21 RN7SKP247 RNU4-88P RNU6-387P LINC02238 RPSAP65 LINC01707 ROR1-AS1 LINC00466 HNRNPA3P14 TXNP2 COX6B1P7 HHLA3-AS1 TPI1P1 LINC01359 LINC02796 RPL31P12 MTND2P30 CFL1P3 ARL5AP3 NEGR1-IT1 LINC01788 RPS7P4 PIN1P1 LINC01739 KRT8P21 LINC01758 RPL7P10 ZRANB2-AS2 PSAT1P3 FOXD3-AS1 LINC01362 LINC01712 RPS29P7 HSPE1P25 HNRNPCP9 GNG12-AS1 ACTG1P21 ADH5P2 LINC01725 TTLL7-IT1 RNFT1P2 LINC01360 GDI2P2 RPS15AP7 COX6CP13 LINC01781 PIGPP2 DEPDC1-AS1 CTBP2P8 MRPS21P1 ERICH3-AS1 ZRANB2-AS1 LINC01702 LINC02791 NSRP1P1 NEXN-AS1 LINC01361 HMGB1P18 LAMTOR5P1 CASP3P1 LINC02567 ELOCP18 NFIA-AS1 LRRC7-AS1 NFIA-AS2 RNU7-62P RNU7-80P RN7SL854P UOX L1TD1 RN7SL538P RN7SL392P MED28P8 RN7SL180P RN7SL370P RN7SL130P RN7SL242P RNU7-123P RNU7-8P RNA5SP20 RN7SKP19 RNU6-1102P RNU4ATAC8P RNU4ATAC4P RNA5SP49 RNU6-503P RNU6-586P FPGT FPGT-TNNI3K MIR3116-1 RN7SL488P MIR4794 MIR3117 MIR3671 SGO1P1 MIR6068 MIR7156 MIR3116-2 LINC02792 LINC02797 chr10p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10p13 VIM MCM10 FAM107B ITGA8 SEPHS1 PHYH CUBN TRDMT1 OPTN FAM171A1 MINDY3 RSU1 CCDC3 FRMD4A SUV39H2 DCLRE1C OLAH RPP38 NMT2 UCMA BEND7 PRPF18 PTER C1QL3 RPP38-DT ACBD7 OR7E115P CAMK1D CDNF HSPA14 MEIG1 RNA5SP301 RNU6-1075P RNA5SP302 BTBD7P1 PPIAP30 RNA5SP300 NUTF2P5 MIR548Q MIR1265 RNU2-18P RPL5P25 LINC02654 RBISP1 RPL6P24 GAPDHP45 OR7E26P VIM-AS1 OR7E110P SNRPGP5 RPSAP7 DCLRE1CP1 RPL36AP36 FTLP19 RNU6ATAC39P MIR4480 RN7SL198P MIR4293 RNU6-6P MIR4481 AL365215.2 AL353576.1 chr14q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q13 PPP2R3C SRP54 PRORP PSMA6 NFKBIA BRMS1L SNX6 EAPP EGLN3 NKX2-8 NKX2-1 NPAS3 FAM177A1 MBIP MIPOL1 SPTSSA CFL2 INSM2 RALGAPA1 SLC25A21 DPPA3P2 BAZ1A PAX9 RN7SKP257 RNU1-28P RNU1-27P IGBP1P1 SFTA3 RPL23AP71 RNU7-93P RPL9P3 RPS19P3 RPL23AP70 RPL23AP8 RPL29P3 RPL12P6 RNU7-41P RN7SKP21 RNU6-273P RNU6-1261P NKX2-1-AS1 RPL7AP3 LINC00609 ILF2P2 QRSL1P3 NUTF2P2 PHKBP2 SRP54-AS1 SLC25A21-AS1 KRT18P6 EGLN3-AS1 DNAJC8P1 SEPTIN7P1 PTCSC3 RPS3AP4 MIR4503 DPRXP3 MRPL57P8 chr2q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q24 UPP2 LY75 FAP COBLL1 GPD2 CYTIP ACVR1 TANC1 ITGB6 PSMD14 GCG IFIH1 GCA GRB14 GALNT3 TTC21B ACVR1C BAZ2B SCN2A TBR1 MARCHF7 ERMN GALNT5 SCN7A TANK PKP4 SCN1A SLC4A10 NR4A2 CCDC148 PLA2R1 RBMS1 SCN3A KCNJ3 NOSTRIN XIRP2 DAPL1 SCN9A SLC38A11 CERS6 B3GALT1 CSRNP3 FIGN KCNH7 OR7E90P WDSUB1 DPP4 STK39 RNU6-766P RNA5SP110 RNU6-627P RNU6-580P PKP4-AS1 RNU6-546P SNORA70F RNA5SP109 RNU6-932P BTF3L4P2 CDK7P1 CTAGE14P RNU2-21P RN7SKP152 RN7SKP281 RNU6-1001P RNA5SP107 RNA5SP111 TTC21B-AS1 EIF3EP2 LINC01876 PRPS1P1 GSTM3P2 LINC01806 CCDC148-AS1 CERS6-AS1 ATP5F1AP2 CBX3P6 CYP2C56P MTND2P20 MTCYBP9 PHBP4 RPL7P61 FAM133DP DPP4-DT PTP4A1P1 TIMM8AP1 MTCO1P45 MTND5P30 MAPRE1P3 MTND6P9 MTND4P28 RPEP5 HNRNPDLP2 B3GALT1-AS1 KRT18P46 SCN1A-AS1 UPP2-IT1 KCNH7-AS1 RPLP0P7 RNU7-148P RN7SL813P CD302 RN7SL393P OR7E89P RN7SL423P LY75-CD302 OR7E28P RNU6-436P XIRP2-AS1 MIR4774 RNA5SP108 MIR6888 LINC01958 MIR4785 LINC02478 AC073225.1 chr22q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr22q13 MAPK8IP2 TYMP NCAPH2 TBC1D22A PHF21B MOV10L1 PANX2 SELENOO GTSE1 TTC38 GRAMD4 CELSR1 SMC1B FBLN1 RABL2B NUP50 CYTH4 MFNG CARD10 LGALS2 GGA1 SH3BP1 LGALS1 TRIOBP GCAT ANKRD54 EIF3L SNU13 MICALL1 POLR2F SOX10 CCDC134 PICK1 SLC16A8 CENPM SEPTIN3 KDELR3 CYP2D6 DDX17 DMC1 TCF20 CBY1 TOMM22 JOSD1 GTPBP1 POLDIP3 PPP6R2 SBF1 SUN2 CYB5R3 DNAL4 MIOX LMF2 PACSIN2 TTLL1 CHKB BIK MCAT APOBEC3H ARSA TSPO TTLL12 CBX7 PDGFB ACR RPL3 SYNGR1 TAB1 MIEF1 PNPLA5 PNPLA3 CACNA1I SAMM50 GRAP2 TNRC6B SGSM3 KIAA0930 SLC25A17 UPK3A FAM118A ST13 RBX1 EP300 L3MBTL2 CHADL RANGAP1 ZC3H7B PHF5A ACO2 POLR3H TRMU PMM1 DESI1 CERK BRD1 ZBED4 MLC1 HDAC10 TUBGCP6 ADM2 MGAT3 ATF4 A4GALT CDC42EP1 MCHR1 BAIAP2L2 GALR3 RAC2 C22orf23 APOBEC3A APOBEC3F RIBC2 KLHDC7B SULT4A1 ATXN10 PKDREJ FAM83F TTLL8 SHISAL1 PARVG SCUBE1 TNFRSF13C ELFN2 TEF MEI1 KCNJ4 TRABD SERHL CSDC2 DNAJB7 COX6B1P3 ENTHD1 PHETA2 ODF3B APOBEC3B HMGN2P9 OGFRP1 PRR34 RRP7BP ALG12 WBP2NL SMDT1 SERHL2 CBX6 TOB2 SREBF2-AS1 CRELD2 C22orf46 RPL23AP82 PLA2G6 FAM227A NDUFA6 MAFF MAPK11 PRR5 MPPED1 PPARA EFCAB6 LINC00207 RPS19BP1 WNT7B MAPK12 IL17REL C22orf34 RTL6 PARVB H1-0 RRP7A XPNPEP3 XRCC6 PLXNB2 MRTFA MIRLET7BHG PIM3 TMEM184B SREBF2 NAGA RNU6-495P RNU6-379P RN7SKP80 CHKB-DT CPT1B DENND6B LINC01310 LINC00898 CDPF1 CYP2D7 LINC00634 RNU6-409P RNU6-900P RNU6-476P MIR659 MIR33A SNORD83B SNORD83A OLA1P1 CSNK1E RPL5P35 KRT18P23 SLC25A5P1 LRRC37A14P SYCE3 LINC01644 TAFA5 MIR1249 NPTXR RN7SKP252 EFCAB6-AS1 RPS29P31 COX5BP7 UQCRFS1P1 RPL35P8 NUP50-DT CYP2D8P FUNDC2P4 MGAT3-AS1 RPL7P52 MRPS18CP6 PRDX3P1 GOLGA2P4 LINC01315 RPL4P6 HMGN2P10 LINC00899 ANP32BP2 GAPDHP37 EP300-AS1 MRTFA-AS1 LINC01656 JTBP1 RPL5P34 LINC00229 SHISA8 L3MBTL2-AS1 NFAM1 LINC01639 NDUFA6-DT LINC01589 SNORD13P1 RN7SKP210 APOBEC3G ADSL RN7SL385P PDXP ARHGAP8 RN7SL704P PRR34-AS1 ARFGAP3 APOBEC3D APOBEC3C TPTEP2 PRR5-ARHGAP8 ATP5MGL APOBEC3B-AS1 SHANK3 RNU6-513P RNU6-1161P RNU6ATAC22P RNU6-375P CHKB-CPT1B Z83847.1 SNORD43 MIR3667 MIR4762 MIR3201 MIR3619 MIR4766 MIR4535 U62317.1 NOL12 MIR6889 RNU12 MIR6821 GTSE1-DT SSTR3 TBC1D22A-AS1 MIR378I TPTEP2-CSNK1E MIRLET7A3 MIR1281 MIR4763 SCO2 MIR658 MIR4534 MIR6820 MIRLET7B AL078622.1 chr15q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q11 UBE3A SNRPN NIPA2 NIPA1 GOLGA6L2 GOLGA8DP MKRN3 HERC2P3 GOLGA8CP NDN OR4N4 GOLGA8EP NPAP1 IGHV1OR15-9 SNORD115-34 SNORD115-12 SNORD115-25 SNORD115-29 SNORD115-2 SNORD115-9 SNORD115-21 SNORD115-14 SNORD115-19 SNORD115-3 SNORD115-18 SNORD115-24 SNORD115-41 SNORD115-11 SNORD115-5 SNORD115-39 SNORD115-33 SNORD115-37 SNORD116-10 SNORD115-4 SNORD115-8 SNORD115-16 RNU6-631P SNORD115-28 SNORD115-6 SNORD115-32 SNORD115-30 SNORD115-42 RNU6-978P SNORD115-27 SNORD115-22 SNORD115-23 SNORD115-17 SNORD115-48 SNORD115-15 SNORD115-1 SNORD115-38 SNORD115-10 SNORD115-20 SNORD115-35 SNORD115-31 SNORD115-44 SNORD115-43 SNORD115-36 SNORD116-11 RNU6-741P SNORD116-14 SNORD116-17 SNORD116-18 SNORD116-9 SNORD116-2 SNORD116-3 SNORD116-1 SNORD116-8 SNORD116-7 SNORD116-13 SNORD116-15 SNORD116-5 SNORD116-12 SNORD116-29 SNORD116-16 SNORD116-24 RNU6-1235P SNORD116-23 SNORD116-6 SNORD116-19 SNORD115-45 SNORD115-47 MIR1268A RPS8P10 SNHG14 POTEB2 POTEB RNU6-498P RNU6-749P SNORD108 SNORD109B RN7SL584P RPL5P1 RN7SL400P SNORD116-26 SNORD116-27 SNORD116-30 SNORD116-25 MAGEL2 BCAR1P1 LONRF2P4 LONRF2P3 OR11J5P ZNF519P3 NBEAP1 BMS1P16 SLC20A1P3 LINC01193 CXADRP2 OR11H3P BCAR1P2 BMS1P15 ZNF519P2 GRAMD4P6 OR11J2P SPATA31E2P NF1P2 GRAMD4P5 CHEK2P2 IGHV4OR15-8 OR11K1P IGHV1OR15-2 OR4N3P IGHV3OR15-7 FAM30C PWRN1 PWRN4 PWRN2 GOLGA8S MIR5701-3 MIR3118-2 MIR4508 MIR3118-4 MIR5701-1 IGHD1OR15-1B IGHV1OR15-4 IGHD4OR15-4B IGHV1OR15-1 IGHV1OR15-6 TMEM261P1 IGHD5OR15-5B NF1P1 IGHD5OR15-5A IGHV1OR15-3 IGHD4OR15-4A IGHD1OR15-1A SNORD115-40 SNURF CYFIP1 AC100756.3 SNORD115-13 GOLGA6L1 RN7SL106P ABCB10P1 OR4M2 SPATA31E3P RN7SL545P SNORD109A SNORD116-22 PDCD6IPP1 SNORD115-26 SNORD116-4 TUBGCP5 WHAMMP3 ELMO2P1 SNORD107 HERC2P2 SNORD64 SNORD115-46 MIR4509-1 MIR3118-3 GOLGA6L6 RN7SL495P GOLGA8IP SNORD116-21 MIR5701-2 GOLGA6L22 FAM30B SNORD115-7 SNORD116-28 RN7SL536P RN7SL759P POTEB3 SNORD116-20 PWAR1 PWAR5 LINC02203 NF1P9 HERC2P7 IGHD3OR15-3B IGHD2OR15-2B IGHD3OR15-3A IGHD2OR15-2A OR11J7P OR4H6P OR4Q1P OR11J6P AC100756.4 chr1q43 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q43 OPN3 SDCCAG8 ACTN2 FH LGALS8 MTR ZP4 KMO HEATR1 CHRM3 CEP170 FMN2 WDR64 EXO1 PLD5 GREM2 RGS7 BECN2 MAP1LC3C RYR2 CHML RNU6-747P CFL1P4 LINC01347 KRT18P32 RSL24D1P4 RFKP1 LINC01139 RPS7P5 ADH5P3 LGALS8-AS1 THAP12P8 TUBB8P6 FCF1P7 MIPEPP2 MTND6P15 RPSAP21 MTND5P18 YWHAQP9 SEPTIN14P21 MTCYBP15 CHRM3-AS2 HNRNPA1P42 CHRM3-AS1 RPL10AP5 RPL23AP20 RPL35P1 MT1HL1 ENO1P1 RNU5F-8P RN7SKP12 RNU6-725P RN7SKP195 MIR4677 MIR3123 MIR4428 MTRNR2L11 chr3q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q24 HLTF PLSCR4 AGTR1 PLOD2 ZIC1 CPB1 PLSCR2 CPA3 GYG1 HPS3 ZIC4 CHST2 DIPK2A SLC9A9 PLSCR1 RNU6-428P HNRNPA1P20 RNU6-505P RNA5SP144 PLSCR5 RPL21P71 HLTF-AS1 RPL21P39 SLC9A9-AS1 LNCSRLR MED28P2 NPM1P28 LINC02032 ZIC4-AS1 PLSCR5-AS1 UBQLN4P1 GM2AP1 RPL38P1 LINC02046 LINC02010 GAPDHP47 LINC02045 ST13P15 LARP7P4 HMGB1P30 PBX2P1 SLC9A9-AS2 chr22q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr22q11 BID RTN4R GSC2 HDHD5 UFD1 CLTCL1 DGCR2 CDC45 COMT ADA2 ARVCF TRMT2A RANBP1 ZDHHC8 KLHL22 MED15 SERPIND1 SNAP29 CRKL LZTR1 MMP11 CECR2 SMARCB1 P2RX6 DERL3 SLC7A4 BCL2L13 DDTL DDT GSTT2 CABIN1 SUSD2 GGT5 SPECC1L PPIL2 UPB1 YPEL1 SNRPD3 MAPK1 GGT1 PRODH PPM1F TOP3B CRYBB3 ESS2 CRYBB2P1 LRP5L SLC25A1 HIRA GGTLC2 TPTEP1 RSPH14 RAB36 DGCR6L DGCR8 VPREB3 SDF2L1 POM121L9P GNAZ ADORA2A IGLL1 OR11H1 ATP6V1E1 GSTT2B SLC2A11 GGT2 ZDHHC8P1 GUCD1 RGL4 USP41 TUBA3FP YDJC CCDC116 SGSM1 C22orf15 ZNF280A VPREB1 HIC2 BCRP6 BCRP2 XKR3 IL17RA LRRC75B FAM230I ADORA2A-AS1 CRIP1P4 FAM230E SLC25A18 POM121L1P RIMBP3C TMEM121B PI4KAP2 TANGO2 DGCR6 AIFM3 TUBA8 TBX1 CLDN5 THAP7 TXNRD2 PIWIL3 ZNF72P SEPTIN5 USP18 ZNF74 MRPL40 UBE2L3 PRAME HDHD5-AS1 GNB1L BCR ZNF70 LRRC74B FAM230D FAM230G DRICH1 ANKRD62P1-PARP4P3 KIAA1671 GGT3P PRAMENP POTEH CCT8L2 RN7SKP63 RNA5SP493 KIAA1671-AS1 FAM32BP GP1BB IGLL3P TMEM211 TMEM191C FAM230H P2RX6P DUXAP8 TSSK2 RNU6-225P MIR649 MIR648 MIR185 IGLV4-69 IGLV8-61 IGLV4-60 IGLV6-57 IGLV11-55 IGLV10-54 IGLV5-52 IGLV1-51 IGLV1-50 IGLV5-48 IGLV1-47 IGLV7-46 IGLV5-45 IGLV1-44 IGLV7-43 IGLV1-40 IGLV5-37 IGLV1-36 IGLV2-33 IGLV3-32 IGLV3-27 IGLV3-25 IGLV2-23 IGLV3-22 IGLV3-21 IGLV3-19 IGLV2-18 IGLV3-16 IGLV2-14 IGLV3-12 IGLV2-11 IGLV3-10 IGLV3-9 IGLV4-3 IGLV3-1 IGLJ1 IGLC1 IGLJ2 IGLC2 IGLJ3 IGLC3 IGLJ4 IGLJ5 IGLJ6 IGLJ7 IGLC7 MIR301B RNU6-816P RTL10 PEX26 BCRP4 CES5AP1 BCRP3 FAM230B BCRP7 GAB4 POM121L4P MIF-AS1 ZNF402P MIR1286 IGLC6 RN7SKP221 RN7SKP131 IGLV9-49 SMPD4P1 NBEAP3 POM121L10P ASH2LP1 NF1P6 SOCS2P2 E2F6P2 ARL5AP4 BCRP1 ARL2BPP10 PSLNR ABCD1P4 LINC02557 ASH2LP3 TMEM191A IGLV3-4 E2F6P3 SLC9B1P4 DNAJA1P6 TOP3BP1 MTND1P17 GUSBP11 HSFY1P1 ABHD17AP4 POM121L8P PABPC1P9 IGKV1OR22-5 THAP7-AS1 FBXW4P1 GGTLC4P CECR9 TSSK1A NEK2P2 CLCP1 PPP1R26P5 BMS1P22 KRT18P62 GPM6BP3 MED15P7 CCDC188 E2F6P1 LINC01659 BCRP5 LINC01634 LINC01665 LINC01664 ARHGAP42P3 CHEK2P4 GRAMD4P2 BNIP3P2 BMP6P1 LINC00896 LINC02556 POTEH-AS1 KRT18P5 BCRP8 YME1L1P1 ASH2LP2 CECR7 RHEBP3 LINC01637 DGCR5 SLC9A3P2 KCNMB3P1 POM121L7P RN7SL843P FABP5P11 RN7SL263P MIF CA15P1 VWFP1 CECR3 PI4KA C22orf39 RN7SL812P MICAL3 RN7SL168P RN7SL268P SCARF2 RN7SL280P ASLP1 CRYBB2 PARP4P3 SLC25A15P5 TUBA3GP CCDC74BP1 CHCHD10 IGLV2-34 IGLVI-56 IGLV3-17 IGLV2-5 IGLVI-70 IGLVIV-64 IGLV3-30 IGLV3-29 IGLV3-6 IGLV2-28 IGKV2OR22-3 IGKV1OR22-1 IGLVVI-22-1 IGLV3-13 IGLV7-35 IGLVV-58 IGKV2OR22-4 IGLVI-63 IGLVVI-25-1 IGLV3-15 IGLV10-67 IGLV1-41 IGLV3-24 IGLV1-62 IGLVIV-66-1 IGLVI-38 IGLV3-26 IGLV3-31 IGLVIV-53 IGLV3-2 IGLC4 IGLC5 IGLVVII-41-1 IGLVV-66 IGLV3-7 IGLVIV-65 IGLVI-42 IGLVI-20 IGKV3OR22-2 IGLVIV-59 IGLVI-68 IGLL5 RNY1P9 SPECC1L-ADORA2A ANKRD62P1 LINC01311 ABHD17AP5 SNORA77B MIR3198-1 MIR5571 LINC00528 IGLVIVOR22-1 DGCR9 DGCR10 DGCR11 PPP1R26P2 CA15P2 FAM230J GGTLC3 RIMBP3B PI4KAP1 ZNF280B PPP1R26P3 RIMBP3 FAM230F GGTLC5P VN1R9P IGLL4P GSTT4 FAM230A MIR6817 PPP1R26P4 SUSD2P2 IGLV2-8 MIR6816 TMEM191B LINC01651 PCAT14 LINC00895 MIR130B MIR4761 MIR650 MIR3618 MIR1306 AC000072.1 chr7p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7p11 CHCHD2 SUMF2 SEC61G LANCL2 EGFR NIPSNAP2 CCT6A PSPH VOPP1 SEPTIN14 PHKG1 GUSBP12 VSTM2A FKBP9P1 ZNF713 ZNF716 ZNF479 NUPR2 TNRC18P3 RNU6-1125P RNU6-1335P SNORA22B RNU6-1126P SNORA15 SLC25A5P3 SLC29A4P1 RNU6-1052P EGFR-AS1 VSTM2A-OT1 GUSBP10 MTCYBP29 VN1R25P SUMO2P3 CICP12 MTND4P4 CICP8 PSPHP1 RBM22P3 VN1R28P CCNJP1 MTND4P5 MTND5P6 MTCO3P4 PHKG1P4 BSNDP4 TRIM60P16 MTND5P7 CALM1P2 MTND1P4 SEPTIN14P24 LINC01445 NMD3P2 MTCO3P10 RPL31P35 NCOR1P3 MTCYBP5 CDC42P2 TUBBP6 SAPCD2P2 MTND2P6 CICP11 LINC02854 RNU7-157P MRPS17 RNU6-389P MIR4283-1 MIR3147 ELDR MTND6P29 MTND4LP32 AC095038.4 chr16q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16q13 HERPUD1 SLC12A3 CETP MT3 GNAO1 OGFOD1 MT4 NUP93 ARL2BP PLLP BBS2 MT1G MT2A CPNE2 NLRC5 AMFR RSPRY1 NUDT21 MT1B MT1E PSME3IP1 MT1X MT1F MT1H MT1CP MT1DP MT1A MT1M MIR138-2 RPS24P17 MT1JP MT1L AC106779.1 DPPA2P4 MIR3935 MIR6863 chr1p22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p22 CLCA1 CLCA4 GCLM MCOLN3 PKN2 EVI5 DNTTIP2 TGFBR3 SH3GLB1 CDC7 SYDE2 RPF1 CTBS SSX2IP ZNHIT6 GBP3 GBP1 TMED5 DR1 RPL5 ODF2L SPATA1 ZNF644 CCDC18 RPAP2 BCAR3 FNBP1L KYAT3 GTF2B BRDT ARHGAP29 CLCA2 BCL10 CCN1 LMO4 BARHL2 MTF2 MCOLN2 DDAH1 CLCA3P HS2ST1 GBP5 DIPK1A C1orf52 WDR63 GBP2 GBP4 ZNF326 HFM1 GFI1 LRRC8C LRRC8D COL24A1 LPAR3 EPHX4 GNG5 GLMN LINC01555 SELENOF GBP6 BTBD8 LRRC8B ABCA4 RNA5SP52 SNORD3G RNU4-59P RNA5SP51 C1orf146 HSP90B3P SNORD21 RNU6-125P SNORA66 MIR760 RNU6-695P RNA5SP53 GBP7 RBMXL1 FEN1P1 CAPNS1P1 RN7SKP123 CHCHD2P5 CCDC18-AS1 CCNJP2 BCAR3-AS1 CDCA4P2 GAPDHP46 LINC01763 GBP1P1 ARHGAP29-AS1 MTCO1P21 LINC01364 GEMIN8P4 LINC02787 MTATP6P13 HMGB3P9 SETSIP LRRC8C-DT RPL5P6 MTCO3P21 PHKA1P1 ACTBP12 LPCAT2BP PRKAR1AP1 LINC02609 MTND4P11 H3P3 PTGES3P1 MTND3P21 MTCO2P21 CLCA4-AS1 PKN2-AS1 RPL36AP10 RN7SL583P RN7SL692P RN7SL653P WDR82P2 ELOCP19 RN7SL824P RNU6-970P RNU6-210P RN7SKP272 RN7SL440P MIR4423 LINC01140 MIR7856 LINC02801 LINC02795 LINC02788 chr2q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q11 INPP4A MAP4K4 MGAT4A RPL31 TMEM131 STARD7 KANSL3 LMAN2L KCNIP3 FAHD2A ACTR1B ZAP70 UNC50 TXNDC9 CHST10 PDCL3 IL1R2 IL1R1 NCAPH COX5B REV1 TSGA10 TMEM127 ANKRD36 TRIM43B TRIM43 CIAO1 ZNF514 SNRNP200 MRPS5 LIPT1 TRIM43CP CNGA3 FAHD2B LYG1 AFF3 PROM2 DUSP2 CNNM4 MITD1 EIF5B CNOT11 TEKT4 NEURL3 ANKRD23 RNF149 VWA3B FAM178B SEMA4C CNNM3 OR7E102P NPAS2 LONRF2 MAL ANKRD36C CREG2 COA5 MRPL30 LYG2 GPAT2 GPAT2P2 ASTL RFX8 ARID5A KIAA1211L ANKRD36B ITPRIPL1 RNU4-84P RNU4-8P TBC1D8 NMS IGKV1OR2-3 STARD7-AS1 UBTFL3 UBTFL5 RNU6-1320P SNORD89 ANKRD39 CNN2P8 CYP4F32P LINC01870 NANOGNBP1 TRIM64FP LINC02611 HMGN2P22 C2orf92 UBTFL6 ANKRD20A8P NPAS2-AS1 FAHD2CP ATP5F1BP1 LINC01104 MTCO3P45 TRIM51JP LINC00342 RPS24P6 LINC01868 LINC01849 FABP7P2 SNX18P14 HMGN1P36 YWHAQP5 MTCO1P48 CNN2P11 GPAT2P1 RNU7-96P RNU7-46P FER1L5 RNA5SP101 AL845331.2 MIR3127 MIR5696 IGKV1OR2-11 IGKV3OR2-5 IGKV2OR2-7 IGKV2OR2-1 IGKV2OR2-7D IGKV1OR2-9 IGKV2OR2-2 BBIP1P1 IGKV1OR2-6 TBC1D8-AS1 C2orf15 CNNM3-DT ADRA2B ZNF2 RN7SL313P SLC2AXP1 RN7SL210P IGKV2OR2-10 RN7SL575P IGKV2OR2-8 SOWAHCP5 LINC01127 AC093894.2 chr9p21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9p21 DNAJA1 B4GALT1 IFT74 MTAP ELAVL2 DDX58 TEK CAAP1 EQTN MOB3B IFNA6 IFNA8 SMU1 TAF1L ACO1 PLAA APTX IFNA21 IFNA5 CDKN2B IFNA16 CDKN2A C9orf72 IFNK NDUFB6 MLLT3 IFNB1 MIR31HG LINGO2 DMRTA1 IFNW1 LRRC19 IFNE IFNA10 TMEM215 FOCAD IFNA2 HACD4 TOPORS IFNA1 KLHL9 TUSC1 MIR31 SNORA30B IZUMO3 MIR491 FTLP4 IFNA7 RBMXP2 UBA52P6 CTAGE12P MIR873 MIR876 RNU4-26P RN7SKP120 RMRPP5 RNA5SP280 IFNWP18 BOLA3P4 IFNA22P CDKN2A-DT KCTD10P1 IFNWP4 SLC25A5P8 LAGE3P1 KRT18P36 IFNA20P IFNWP9 NOP56P2 MTATP6P30 FOCAD-AS1 H3P30 SUMO2P2 IFNA14 HSPA8P17 MTCO3P30 TUBB8P1 KHSRPP1 ME2P1 IFNNP1 IFNA11P SLC4A1APP1 IFNWP5 SLC25A6P2 IFNWP15 DFFBP1 H3P31 RPS26P2 B4GALT1-AS1 IFNA13 IFT74-AS1 IFNA17 LINC01239 IFNA12P HMGB3P23 SMIM27 KRT18P66 TCEA1P4 LINC01241 IFNA4 CLIC4P1 ASS1P12 IFNWP2 SNRPCP1 IFNWP19 C2orf27AP2 RN7SL100P CDKN2B-AS1 RN7SL151P RNU4ATAC15P RNA5SP281 LINC01243 MIR4473 ERVFRD-3 MIR4474 FAM71BP1 AL353753.1 LINC01242 LINC00032 chr4q33 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q33 HPF1 CLCN3 AADAT NEK1 SH3RF1 HSP90AA6P MFAP3L PTGES3P3 LINC02275 APOBEC3AP1 LINC01612 LINC02382 LINC02512 RNU6ATAC13P chr2p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p11 TMSB10 RETSAT CAPG REEP1 POLR1A DNAH6 ELMOD3 GGCX GNLY ST3GAL5 KDM3A CHMP3 SMYD1 VAMP8 PLGLB2 PTCD3 IMMT MRPL35 LSP1P4 THNSL2 TCF7L1 TGOLN2 SH2D6 RMND5A CD8A RPIA SUCLG1 FABP1 ATOH8 SFTPB USP39 C2orf68 TMEM150A RNF181 VAMP5 MAT2A EIF2AK3 TEX37 KRCC1 CD8B KCMF1 FUNDC2P2 PLGLB1 DRD5P1 RGPD2 TRABD2A RGPD1 IGKV7-3 RNU6-1312P RNU1-38P RNU6-640P RNU6-674P SNORD94 IGKC IGKJ5 IGKJ4 IGKJ3 IGKJ2 IGKJ1 IGKV4-1 IGKV5-2 IGKV6-21 IGKV2D-26 IGKV3D-20 IGKV6D-41 IGKV3D-11 IGKV1D-42 RNU6-1168P RPL12P18 SLC9B1P2 ABCD1P5 FOXI3 CYTOR RNU2-63P RNA5SP100 IGKV1OR2-2 IGKV3D-15 IGKV1D-27 RPL37P10 PGBD4P5 NDUFB4P7 IGKV6D-21 LSM3P3 NDUFB4P5 ACTR3BP2 PABPC1P6 IGKV3D-7 ST6GALNAC2P1 MTATP8P2 RPSAP22 ANKRD36BP2 TCF7L1-IT1 ST3GAL5-AS1 MRPL45P1 LINC01809 IGKV1D-35 ANAPC1P1 IGKV3OR2-268 EIF2AK3-DT CHEK2P3 IGKV1OR2-1 LDHAP7 GGT8P RNF103 IGKV2D-30 IGKV1D-8 IGKV1-6 IGKV1-37 IGKV3-20 IGKV1D-33 IGKV1-17 IGKV1-8 IGKV1-16 IGKV1D-16 IGKV2-24 IGKV3-11 IGKV2D-24 IGKV1-9 IGKV1-33 IGKV1-39 IGKV2D-28 IGKV1D-43 IGKV1D-17 IGKV3-7 IGKV2-30 IGKV2D-29 IGKV1-12 IGKV1-5 IGKV2-28 RN7SL251P IGKV3-15 IGKV1-27 RNF103-CHMP3 IGKV1D-37 IGKV2D-40 IGKV1D-39 RN7SKP83 RNU6-1007P IGKV2D-36 IGKV3-31 IGKV1D-32 IGKV3-25 IGKV2-14 IGKV2-10 IGKV1D-22 IGKV2-4 IGKV1-35 IGKV2-36 IGKV1-13 IGKV3D-34 IGKV1-22 IGKV2-38 IGKV2-23 IGKV2-19 IGKV2D-19 IGKV3-34 IGKV1-32 IGKV2D-10 IGKV2-29 IGKV3D-31 IGKV2D-38 IGKV3D-25 IGKV2-26 IGKV2-18 IGKV2D-18 IGKV2D-14 IGKV2D-23 DUXAP1 LINC01964 MIR4771-1 MIR4780 MIR4779 MIR4435-1 MIR4436A PEBP1P2 IGKV1OR2-118 IGKV2-40 RN7SL126P IGKV1D-13 RN7SL113P MIR6071 IGKV1D-12 LINC01943 LINC01955 PARTICL chr2q34 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q34 CPS1 IKZF2 MAP2 PIKFYVE ACADL LANCL1 IDH1 UNC80 PTH2R KANSL1L SPAG16 MYL1 VWC2L ERBB4 SPAG16-DT RPE RNA5SP119 RNA5SP117 RPL5P8 MIR548F2 RNA5SP118 H3P9 TPT1P2 MYL6BP1 KANSL1L-AS1 PKP4P1 PCED1CP IDH1-AS1 MTND2P23 CRYGFP RPSAP27 LANCL1-AS1 LINC01878 HSPA8P6 MTCO1P46 LINC01953 SNAI1P1 MEAF6P1 MIR4438 MIR4776-1 CPS1-IT1 MIR4776-2 chr17q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17q23 CD79B SCN4A CYB561 MRC2 VMP1 APPBP2 HEATR6 PSMC5 METTL2A DHX40 TUBD1 RPS6KB1 INTS2 MED13 CCDC47 FTSJ3 SMARCD2 ICAM2 DDX5 TBX2 TBX4 TACO1 TEX2 DCAF7 GH2 CSH1 LIMD2 BRIP1 CLTC C17orf64 BCAS3 PTRH2 TLK2 ACE CA4 USP32 PPM1D TANC2 EFCAB3 KCNH6 MARCHF10 ERN1 C17orf82 TBC1D3P2 RNFT1 DDX42 MAP3K3 RNU6-446P SNORD104 RNU6-623P RNU6-288P RNU4-13P RNU6-450P CSHL1 MIR633 CSH2 RPL12P38 ACE3P PRR29 RPL23AP74 PPIAP55 TBC1D3P1 RPS23P7 RN7SL606P TCAM1P RPS29P21 RN7SL800P RNU7-52P SCARNA20 NACA2 HMGN1P28 RPL31P57 POLG2 ATP5MFP4 CEP95 GH1 WFDC21P PECAM1 EEF1DP7 MIR4737 RN7SL448P PRELID3BP3 PRR29-AS1 MARCHF10-DT TRMT112P3 LINC01476 POLRMTP1 STRADA SNHG25 RPSAP66 DHX40P1 KRT18P61 TBC1D3P1-DHX40P1 TBX2-AS1 RNFT1-DT LINC01999 NDUFB8P2 MILR1 H3P42 SNORA50C MIR21 MIR5047 MIR3064 AC005702.5 chr14q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q23 MNAT1 SNAPC1 PRKCH ARID4A FUT8 JKAMP SYNE2 SPTB MPP5 ZBTB25 ATP6V1D PSMA3 TIMM9 KIAA0586 DAAM1 DHRS7 PPM1A SIX4 HIF1A MTHFD1 MAX CHURC1-FNTB PCNX4 SIX1 RHOJ L3HYPDH HSPA2 ZBTB1 TRMT5 SGPP1 PLEKHG3 LRRC9 ACTR10 EIF2S1 RTN1 ARMH4 SYT16 SLC38A6 RAB15 WDR89 ESR2 KCNH5 SLC35F4 CCDC175 PPP2R5E DACT1 PPP1R36 GPHN FAM71D GPX2 C14orf39 GPHB5 AKAP5 HMGB1P14 RPL21P8 GPR135 TMEM30B SIX6 LINC00643 CCDC196 TOMM20L RNU6-597P RNU6-398P RNU6-1162P MIR625 MIR548H1 RNU2-14P YBX1P1 TEX21P RPL9P5 RPL17P2 UBA52P3 RN7SL598P LINC01303 RPPH1-2P RNU7-116P RNU6-341P RN7SKP99 AL157756.1 LINC02324 FNTB PSMA3-AS1 CHURC1 RBM8B SRMP2 LINC02290 LINC02322 PSMA3P LINC01500 RPL21P7 HSPE1P2 HSBP1P1 HIF1A-AS3 SALL4P7 HIF1A-AS1 ATP5F1AP4 SCOCP1 HNRNPCP1 SALRNA1 COX4I1P1 EIF1AXP2 PARP1P2 PPIAP5 PTBP1P LINC00644 GNRHR2P1 MIR5586 MIR4706 MIR4708 RPS28P1 FUT8-AS1 MIR7855 chr5q33 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q33 CD74 MFAP3 SOX30 FAM114A2 CYFIP2 NDST1 MRPL22 GEMIN5 FAT2 RBM22 SPARC HAND1 HAVCR1 ITK THG1L CLINT1 IL12B TTC1 SLC36A1 NMUR2 DCTN4 ADAM19 HAVCR2 CCNJL TIMD4 RNF145 C1QTNF2 GLRA1 TNIP1 G3BP1 ZNF300 LARP1 CNOT8 GRIA1 LSM11 MED7 EBF1 UBLCP1 GALNT10 SAP30L RPS14 MYOZ3 SLU7 PTTG1 ADRA1B FABP6 PWWP2A FAXDC2 FAM71B SGCD SYNPO NIPAL4 FNDC9 ATOX1 SLC36A3 SLC36A2 C5orf52 GM2A ANXA6 ZNF300P1 CCDC69 RNU6-556P RNA5SP197 RNA5SP199 RNU6-260P GPX3 RPLP1P6 MIR1294 MIR1303 RNU4ATAC2P ZBED8 RN7SKP232 RNA5SP198 RNU2-48P KIF4B PPP1R2B IRGM RN7SL655P RN7SL177P SAP30L-AS1 LINC02202 FABP6-AS1 GAPDHP40 CLMAT3 LINC01470 LINC01861 RNU6-390P HNRNPA3P7 CIR1P1 LINC01845 LINC01847 LINC01932 MIR3142HG MARK2P11 LINC01933 NDST1-AS1 SMIM3 AC011374.1 MIR378H MIR3141 MIR3142 APOOP1 RN7SL803P MIR6499 LINC02227 MIR146A chr6q27 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q27 PSMB1 RNASET2 MPC1 RPS6KA2 PDCD2 CCR6 UNC93A C6orf118 PDE10A SMOC2 FAM120B TBP GPR31 TTLL2 KIF25 ERMARD PHF10 AFDN LINC01558 FRMD1 TBXT DACT2 TCP10L2 PRR18 WDR27 TCTE3 C6orf120 THBS2 AFDN-DT DLL1 SFT2D1 RNA5SP226 RNU6-153P LINC02487 TCP10 RNU6-730P FGFR1OP GNG5P1 GAPDHP72 OR4F7P RPL12P23 RPL23AP47 MIR1913 LINC01615 VTA1P1 LINC02519 LINC01624 LINC00242 KIF25-AS1 CTAGE13P RPS6KA2-AS1 LINC00574 RPS6KA2-IT1 HNRNPA1P49 RAMACL HGC6.3 LINC02544 MIR3939 MIR4644 LINC02538 WBP1LP8 HPAT5 LINC00602 chr3q26 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q26 SEC62 SLC7A14 CLDN11 DCUN1D1 USP13 ATP11B FNDC3B PLD1 MYNN MECOM SI BCHE SERPINI2 PDCD10 LRRC31 ECT2 FXR1 GNB4 PEX5L GHSR TNFSF10 ZNF639 SLITRK3 PIK3CA ACTL6A NDUFB5 MRPL47 SKIL NCEH1 SPATA16 CCDC39 TNIK SERPINI1 PRKCI EIF5A2 SLC2A2 RPL22L1 TTC14 ZBBX NMD3 B3GALNT1 NLGN1 MFN1 KCNMB3 LRRC34 ZMAT3 PHC3 GPR160 GOLIM4 WDR49 TBL1XR1 NAALADL2 MTHFD2P7 SOX2 OTOL1 ACTRT3 TMEM212 SAMD7 LRRIQ4 SPTSSB KCNMB2 RNU1-70P RNU6-315P RNU6-1233P RNA5SP150 RNU6-1120P RNU6-486P RNU6-681P RNU4-38P RNU6-1317P RNU4-4P RNU4-91P RNA5SP149 LINC00501 DNAJC19 EGFEM1P RNU6-637P RNU6-4P RNU6-348P MIR551B MIR569 GAPDHP36 RPL22P1 UBE2V1P2 PPIAP74 MIR1263 RNU2-20P LINC02068 LINC01208 LINC01014 SLC31A1P1 PSAT1P4 NAALADL2-AS1 RPSAP33 NAALADL2-AS2 ATP5MC1P4 NLGN1-AS1 LINC00578 LINC01209 RPL7L1P8 NAALADL2-AS3 ACTG1P23 EEF1B2P8 TBL1XR1-AS1 CBX1P5 LINC02015 RPL21P43 MTND5P15 TMEM212-AS1 RPL23AP42 RPL7AP25 TMEM212-IT1 EI24P1 BZW1P1 ASS1P7 RPS27AP8 FAUP2 KCNMB2-AS1 LINC02031 RNU7-82P LINC02023 MEMO1P3 FLYWCH1P1 MTND4LP10 KRT18P43 EEF1GP4 SEC62-AS1 LRRFIP1P1 LINC02067 KLF7P1 MTND3P7 LINC01994 HMGN1P8 HMGN2P26 LINC01192 LINC01997 KRT8P13 MECOM-AS1 LINC01323 LINC01327 LINC02053 LINC01324 TOMM22P6 MTND4P17 LINC02082 MCUR1P2 MTCO3P38 LINC01206 SOX2-OT RN7SL229P CCDC39-AS1 RN7SL141P PEX5L-AS1 PSMC1P7 H3P13 LINC01322 EIF4EP3 LRRC77P LINC01995 PEX5L-AS2 LINC01326 RPS6P4 RN7SKP298 RN7SKP52 RNU6-547P RN7SKP265 RNA5SP147 RNA5SP148 RN7SKP234 RN7SKP40 MIR4789 RN7SL703P TERC PPIAP75 MIR7977 MIR6828 SLC7A14-AS1 chr10q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10q11 ALOX5 CHAT WASHC2A RASSF4 CXCL12 MAPK8 ARHGAP22 WDFY4 A1CF FRMPD2B FXYD4 LRRC18 MARCHF8 DEPP1 C10orf25 ZNF22 DRGX VSTM4 RET BMS1 SHLD2P1 ZNF32 HNRNPF CSGALNACT2 FRMPD2 FAM170B WASHC2C ZFAND4 C10orf71 TIMM23B-AGAP6 C10orf53 CCNYL2 PRKG1 LINC00839 SLC18A3 TMEM72 AGAP4 ASAH2 SHLD2P3 FAM25G ZNF33B ZNF239 OGDHL ZNF485 RASGEF1A SGMS1 ASAH2B AGAP6 TIMM23B TMEM273 AGAP9 NPY4R GPRIN2 SYT15 BMS1P1 PTPN20 RNU6-1207P HNRNPA1P33 PGGT1BP1 RPL9P21 SNORD3J RNU6ATAC11P RNA5SP317 ELOCP30 ZNF32-AS3 UQCRHP3 LINC02633 OR6D1P TMEM72-AS1 DYNC1I2P1 RPS6P14 ERCC6 SGMS1-AS1 ZNF32-AS1 MAPK6P6 SLC9A3P3 HNRNPA3P1 LINC00840 CEP164P1 RHEBP2 PARG EIF2AP4 RPS19P7 RPL13AP19 PABPC1P8 KSR1P1 LINC01264 RPL21P89 RHEBP1 CTSLP4 RPL35AP24 RSU1P1 ANKRD30BP3 ZNF32-AS2 AGAP10P CUBNP1 FAM25E BEND3P1 SHQ1P1 CAP1P2 VN1R54P RSU1P2 NUTM2HP SLC9A3P1 LINC00841 LINC01518 EIF3LP2 ZNF37BP FAM170B-AS1 LINC02632 LINC02623 LINC02658 CUBNP2 FAM21EP CUBNP3 C10orf71-AS1 ANKRD54P1 LINC02659 CCDC58P2 IGKV1OR10-1 FAM21FP RPL21P88 RNA5SP311 RNU7-107P RNA5SP310 PARGP1 AGAP13P ZNF487 ARHGAP22-IT1 BMS1P2 RNU6-1170P RNA5SP315 RNU6-885P RNU7-193P RNA5SP312 OR13A1 MIR3156-1 ANTXRLP1 MSMB GDF2 MIR5100 AGAP7P RPL35AP23 ANXA8L1 LINC02675 NPY4R2 MIR4294 AGAP12P ANXA8 RBP3 TIMM23 GLUD1P2 SNORA74C-1 ZNF488 CTSLP2 NCOA4 GDF10 BMS1P7 DUXAP4 DUXAP3 FXYD6P1 HMGB1P50 LINC02637 FAM25BP RN7SL248P ANTXRL FAM25C RN7SL453P C10orf142 LOC102724488 PTPN20CP AGAP14P RPL23AP61 CTSLP3 LINC00842 FAM245B chr5p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5p12 FGF10 HMGCS1 NNT MRPS30 TMEM267 CCL28 HCN1 PAIP1 C5orf34 ZNF131 NIM1K ANXA2R CCDC152 RNU6-381P RPL29P12 NNT-AS1 FGF10-AS1 C5orf34-AS1 PPIAP77 LINC02224 AMD1P3 PRELID3BP6 EEF1A1P19 PRELID3BP7 SELENOP MRPS30-DT PRELID3BP4 PRELID3BP5 RN7SL383P chr1q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q21 MTMR11 PLEKHO1 BCL9 GPR89A CD160 PRPF3 APH1A C1orf54 CA14 GJA8 POLR3GL CHD1L PEX11B FMO5 PIAS3 PRKAB2 VPS45 ITGA10 PRUNE1 RORC TUFT1 SF3B4 ECM1 ZNF687 TARS2 CGN SNX27 SETDB1 ADAMTSL4 MCL1 CTSK RFX5 PI4KB PIP5K1A ANP32E MINDY1 ANXA9 SELENBP1 CERS2 ENSA SEMA6C MRPL9 ARNT POGZ C1orf56 OAZ3 HORMAD1 GOLPH3L GABPB2 ATP8B2 FLG2 CRNN ADAM15 JTB RAB13 S100A8 TPM3 NUP210L SNAPIN SLC27A3 S100A7 UBAP2L SLC39A1 HAX1 CREB3L4 EFNA3 AQP10 KCNN3 C1orf43 GATAD2B ILF2 INTS3 FLG FCGR1A SV2A CIART PSMD4 PSMB4 CELF3 THEM4 TCHH LCE2B SPRR2G PGLYRP3 S100A1 CHTOP ZBTB7B FLAD1 SHC1 ADAR IL6R UBE2Q1 CHRNB2 CRTC2 NBPF20 ACP6 RPRD2 CTSS BNIPL TNFAIP8L2 LYSMD1 SCNM1 TMOD4 VPS72 S100A11 LCE3D SMCP IVL SPRR3 SPRR2D PGLYRP4 S100A9 S100A12 TDRD10 C1orf189 PMVK PBXIP1 PYGO2 LENEP DCST2 DCST1 HJV SHE NPR1 SPRR1B SPRR1A CRCT1 LCE1D CKS1B PDZK1 DRD5P2 NUDT4B RPS27 BOLA1 PDE4DIP RIIAD1 NBPF17P PDIA3P1 TDRKH TCHHL1 HMGN3P1 H3C13 SPRR4 H2AC20 H2AC21 S100A7A H2BC21 LCE3A LCE3E POLR3C LCE5A LCE1E NUDT17 LCE1A LCE4A LCE2A LCE2C LCE2D LCE3B S100A3 GPR89B S100A16 S100A13 S100A14 S100A4 SRGAP2B THEM5 S100A5 LCE1B S100A2 SPRR2B LCE1C S100A7L2 CDC42SE1 S100A10 HRNR S100A6 ANKRD35 ABHD17AP1 DENND4B C1orf68 RNVU1-22 RNU6-1309P RNU6-179P RNU6-884P SNORA58B RNU1-151P RNVU1-3 RNVU1-6 RNVU1-24 RNU6-1071P RNU1-114P RNVU1-21 TDRKH-AS1 S100A7P1 LOR PRR9 LELP1 SPRR2E KPRP ADAMTSL4-AS1 H3C14 H2AC18 H2BC18 H3C15 RNVU1-7 RNU6-1062P RNVU1-18 RNU1-129P RNVU1-30 RNU6-1042P RNU6-662P RNVU1-15 RNU6-160P RNVU1-1 RNVU1-17 RNVU1-14 MIR554 GNRHR2 RNU6-239P LINGO4 MLLT11 FAM72D RPTN PDZK1P1 MIR190B H2BC19P RNU2-17P RNU6-121P RNU2-38P RNA5SP59 KRT8P28 LINC01527 UBE2D3P3 S100A15A RPS27AP6 PFN1P4 C2CD4D CCT8P1 PFN1P12 OR13Z1P RPSAP17 LCEP4 PFN1P6 NBPF13P IL6R-AS1 FALEC PSMD8P1 SPRR2C CYCSP51 LCEP2 UBE2Q1-AS1 PDE4DIPP1 RPS7P2 DCST1-AS1 LINC02805 LINC02802 ZNF687-AS1 SPTLC1P4 LINC01719 RPS29P29 PUDPP2 LCEP1 LIX1L-AS1 LINC01731 PFN1P3 H2BP2 C2CD4D-AS1 GEMIN2P1 LINC02799 LCE6A PPIAL4G RPL7AP15 LAPTM4BP1 ADAMTSL4-AS2 FLG-AS1 LINC02806 RNU7-57P RNY4P25 RNA5SP57 RNVU1-2 LCE1F NBPF18P SPRR2A FAM91A3P RN7SL372P NKAIN1P1 EFNA4 LCE3C SPRR2F PFN1P8 RNU1-143P RNU1-155P RNU6-1171P RN7SKP88 RNVU1-23 RNA5SP533 PPIAL4D H2BC20P PPIAL4C FAM72C LINC02591 RN7SL44P NBPF11 MIR5698 NOTCH2NLA MIR4258 RN7SL431P OTUD7B MIR4257 GJA5 RBM8A RNF115 FCGR1CP RN7SL444P TXNIP RN7SL480P NBPF15 MRPS21 NBPF12 RPL22P5 NBPF9 H4C15 PPIAL4H RNU1-154P NBPF14 RNVU1-31 SRGAP2D H4C14 NUDT4P2 AL451085.3 NBPF19 NBPF10 PPIAL4E LIX1L ANKRD34A NBPF25P H2AC19 LINC01145 OR13Z2P OR13Z3P H3-2 RNVU1-29 LINC01138 RNVU1-27 LINC02804 RNA5SP536 SEC22B2P RNVU1-25 MIR8083 RN7SL600P SEC22B3P RNU1-68P RNVU1-26 RNA5SP529 MIR6737 IGKV1OR1-1 HYDIN2 LINC00869 LINC01632 SEC22B4P RN7SL473P RNU1-153P RN7SL261P RNVU1-28 RNVU1-2A MIR6736 MIR6077 LINC00624 PPIAL4F SPRR5 CTXND2 MIR5087 MIR6878 FAM91A2P AL591893.1 NOTCH2NLB RNVU1-8 NOTCH2NLC chr4q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q24 NFKB1 MANBA UBE2D3 PPA2 CENPE GSTCD INTS12 PPP3CA SLC39A8 TBCK CISD2 DDIT4L BANK1 AIMP1 EMCN SLC9B1 SLC9B2 BDH2 NPNT TET2 CXXC4 TACR3 RNU6-462P RNU6-553P MIR1255A LRRC37A15P ARHGEF38 RN7SL728P RN7SL89P CXXC4-AS1 UBE2D3-AS1 LINC02428 KRT8P46 EEF1A1P9 ACTR3BP4 LINC02173 LINC02503 ARHGEF38-IT1 LINC01216 GIMD1 PABPC1P7 ATP5F1EP1 MTND5P5 GSTCD-AS1 LINC01217 DDX3P3 TET2-AS1 LINC01218 RNU6-351P RNU6-635P RNU7-151P MIR8066 chr7q31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q31 CFTR WNT16 ST7 IFRD1 AASS ZNF800 ING3 CTTNBP2 SLC13A1 CADPS2 LAMB4 NRCAM LAMB1 SLC26A3 DLD TFEC CAV2 CAV1 MET WNT2 ANKRD7 TSPAN12 CPED1 PTPRZ1 WASL HYAL4 SPAM1 DOCK4 POT1 TAS2R16 LSM8 FOXP2 DNAJB9 NDUFA5 FEZF1 PNPLA8 TES MDFIC TMEM168 ASB15 PPP1R3A ASZ1 BMT2 GPR85 IQUB GPR37 LMOD2 LRRN3 THAP5 GRM8 LSMEM1 NPM1P14 KCND2 IMMP2L EEF1GP1 RNF133 FAM3C ZNF277 CAPZA2 RNU6-11P RNA5SP240 RNA5SP238 SNORA25B RN7SKP187 C7orf66 RNU6-517P RNU6-102P RNU6-296P MIR592 RNA5SP241 TPM3P1 CYCSP19 ST7-OT4 SMIM30 RNA5SP239 RNA5SP237 LYPLA1P1 MTND4P6 POT1-AS1 LINC02830 MIPEPP1 LINC01393 LINC02476 DOCK4-AS1 ST7-AS2 RAC1P6 ST7-AS1 BUB3P1 HYAL6P PIGCP2 GTF3AP6 SSU72P8 FEZF1-AS1 ASB15-AS1 MTCYBP6 MTND5P8 RPL7P32 LINC01510 RPL3P8 CFTR-AS1 MTND6P24 PNPT1P2 LINC01392 TMEM229A HMGN1P18 RPS26P31 RNF148 PRELID3BP10 MTCYBP24 GRM8-AS1 EIF3IP1 AC093714.1 RNU7-154P RNU6-581P RN7SKP277 RNU1-29P MIR3666 C7orf77 MIR6132 chr6p21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6p21 NFYA ENPP4 TEAD3 ETV7 DEF6 UBR2 BAK1 CUL7 MRPS10 GUCA1A TAF11 ANKS1A ZNF76 UHRF1BP1 TBC1D22B TREM2 KCNK16 FKBP5 SRPK1 BRPF3 MRPS18A PGC NCR2 HSP90AB1 MLN CDC5L ITPR3 PPARD FANCE TULP1 SLC26A8 MAPK14 KCTD20 STK38 SRSF3 RNF8 MDGA1 GLP1R SAYSD1 TREML2 TSPO2 SLC39A7 PHF1 CUTA MDFI TFEB CCND3 BYSL GUCA1B PRPH2 BICRAL PPP2R5D MRPL2 PTK7 SRF CUL9 DNPH1 VEGFA SLC29A1 CLIC5 ENPP5 GRM4 TRERF1 PACSIN1 RRP36 SNRPC XPO5 ABCC10 PEX6 OARD1 UNC5CL AARS2 RPS10 MOCS1 MED20 TBCC SPDEF TCP11 MAD2L1BP APOBEC2 KLHDC3 GNMT DNAH8 TREM1 MEA1 CDKN1A GLO1 CPNE5 KCNK17 RUNX2 CNPY3 FOXP4 PPIL1 KLC4 PIM1 CMTR1 SLC22A7 YIPF3 TMEM63B FRS3 TJAP1 CAPN11 UQCC2 HMGA1 TCF19 FLOT1 IER3 MDC1 ATAT1 CLPS NRM MTCH1 VARS2 TAF8 PPP1R18 DAAM2 FGD2 SCUBE3 CRIP3 TTBK1 TCTE1 RPL7L1 NFKBIE LRFN2 ZFAND3 MAPK13 ARMC12 SLC35B2 IP6K3 LEMD2 TREML1 ADCY10P1 PI16 KCNK5 KIF6 USP49 C2 TAP1 TNXB MUCL3 POLH POLR1C DLK2 ZNF318 PTCRA RSPH9 GTPBP2 TMEM217 TMEM151B RPS2P28 PXT1 HLA-DQB1 PNPLA1 MRPL14 RPL24P4 C6orf223 BTBD9 TREML3P SMIM29 HSPE1P11 TREML4 C6orf132 BNIP5 HLA-DRB1 TUBB SFTA2 SUPT3H HLA-DRB9 HLA-DQA1 CLPSL2 ILRUN LINC00336 SYNGAP1 LHFPL5 HLA-DRB5 DDX39B C6orf89 RPL10A CCDC167 MIR219A1 RNU1-87P SNORA38 RNU6-283P SNORD52 SNORD117 SNORD48 RN7SKP186 RNY4P10 POLH-AS1 LRRC73 TDRG1 LINC00951 LINC02520 CLPSL1 GGNBP1 RPL12P1 DAXX PFDN6 RING1 HSD17B8 RXRB COL11A2 HLA-DOA BRD2 HLA-DMA PSMB8-AS1 PSMB8 TAP2 HLA-DRA BTNL2 TSBP1 NOTCH4 PBX2 AGER RNF5 AGPAT1 PRRT1 FKBPL CYP21A1P STK19 DXO SKIV2L NELFE ZBTB12 EHMT2 SLC44A4 NEU1 SNHG32 HSPA1B HSPA1A HSPA1L LSM2 VARS1 VWA7 MSH5 MPIG6B LY6G6C LY6G6F ABHD16A LY6G5C CSNK2B GPANK1 C6orf47 APOM BAG6 PRRC2A AIF1 NCR3 LST1 NFKBIL1 MCCD1 MICB MICA HLA-C PSORS1C3 POU5F1 CCHCR1 PSORS1C2 CDSN PSORS1C1 C6orf15 MUC21 DHX16 C6orf136 MRPS18B PPP1R10 ABCF1 PRR3 DDR1 GNL1 HCP5 HCG27 RNU6-643P RNU6-890P RNU6-761P RNU6-1113P MIR586 RNA5SP207 RNU6-754P ATP6V0CP3 LAP3P2 ZBTB9 GPSM3 ATF6B CLIC1 DDAH2 ATP6V1G2 GTF2H4 AL096814.1 TOMM6 CYCSP55 USP8P1 LINC00243 MIR877 RPL12P2 RPL7P25 ANKRD18EP RPL12P47 PPIAP9 RPL35P2 TUBBP9 MIR1275 C6orf226 PPT2 RNU6-1133P RNU6-603P HTATSF1P1 VPS52 HLA-DQB1-AS1 ZDHHC20P2 HLA-DPB1 MDC1-AS1 C4B HLA-DPB2 ETV7-AS1 RPL32P1 ZNF70P1 RPL15P4 RPL35AP4 TREML5P HLA-S TSBP1-AS1 HLA-DQB3 BTBD9-AS1 LINC01276 COX6A1P2 LTA WDR46 C6orf47-AS1 LTB RPL3P2 HCG20 LYPLA2P1 PTMAP1 DHFRP2 COL11A2P1 SAPCD1 HCG22 HLA-DRB6 MYL8P C4B-AS1 LINC01149 HCG24 RPL7P4 UQCRHP1 NPM1P51 FGFR3P1 DNAH8-AS1 E2F4P1 HLA-DPA1 WASF5P HLA-DPA2 RPS18 CYP21A2 TAPBP LOC102725019 HLA-DQB2 TNF HCG25 HCG21 C4A-AS1 DDX39B-AS1 PPP1R2P1 HLA-B FOXP4-AS1 DAAM2-AS1 MTCO3P1 HLA-Z SAPCD1-AS1 LINC02569 B3GALT4 ZBTB22 EHMT2-AS1 HNRNPA1P2 HLA-DPA3 RGL2 HLA-DQA2 KIFC1 DDR1-DT LINC02570 POLR2LP1 RNU1-88P RN7SL273P RN7SL748P LY6G5B PSMB9 RN7SL403P RN7SL502P HLA-DOB EGFL8 RN7SL26P HLA-DMB RN7SL285P CFB RN7SL465P LY6G6D C4A TNXA LINC01016 SPATS1 STK19B LY6G6F-LY6G6D RNU1-61P RNY3P15 RNA5SP206 RNU6-850P RNU6-250P RNU1-54P ATP6V1G2-DDX39B MSH5-SAPCD1 LY6G6E RAB44 LINC02571 PPT2-EGFL8 RUNX2-AS1 MUC22 MYMX RN7SL353P MIR3135B MIR3925 MIR4462 RN7SL200P SNORD84 RN7SL811P MIR5690 MIR4641 MIR3934 MIR4642 MIR4646 RPS10-NUDT3 NUDT19P4 KRT18P9 DPRXP2 IER3-AS1 NUDT3 SYNGAP1-AS1 MIR6832 NAPGP2 MIR6835 MIR7111 MIR6780B MIR7159 MIR6833 MIR6891 RBM22P4 PRICKLE4 PANDAR C2-AS1 LINC02537 MIR6834 MIR5004 MIR4640 MIR4647 MIR1236 MIR6721 MIR6873 SMIM40 DINOL chr5q15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q15 RIOK2 FAM172A LNPEP ELL2 SLF1 LIX1 SPATA9 CAST FAM81B ARSK RHOBTB3 ERAP1 ERAP2 GLRX RGMB PCSK1 RFESD MCTP1 NR2F1 GPR150 KIAA0825 TTC37 RNU1-73P RNU6-524P MIR583 RNU6-308P SETP22 FABP5P5 POLD2P1 RNU6-402P LINC01554 NR2F1-AS1 RPL7P18 RGMB-AS1 LINC02234 POU5F2 LINC01846 MTCYBP40 NPM1P27 MTCO1P24 MCTP1-AS1 MTCO2P24 CSNK1A1P3 KRT8P32 LINC01340 MIR583HG MRPS35P2 CTBP2P4 MTCYBP35 HSPD1P11 YTHDF1P1 LIX1-AS1 MTND5P12 DDX18P4 MTND6P3 MIR2277 chr2q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q13 RGPD5 EDAR NPHP1 MALL FBLN7 ACOXL BCL2L11 ANAPC1 RANBP2 MERTK TMEM87B CCDC138 BUB1 MIR4435-2HG SH3RF3 MTLN LINC01106 RGPD6 SEPTIN10 SOWAHC ACOXL-AS1 LINC01123 RPL22P12 ZBTB45P1 ZBTB45P2 RPS14P4 SNRPGP9 GPAA1P2 BMS1P19 RPL22P11 RPL10P5 EEF1E1P1 RPL5P9 GPAA1P1 RN7SL297P SOCAR LIMS4 LIMS3 SH3RF3-AS1 MIR4436B2 MIR4265 MIR4436B1 MIR4267 MIR4266 MIR4771-2 MIR4435-2 chr1q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q23 ATP1A2 SLAMF7 INSRR SH2D2A CD84 FCGR2B CD5L DUSP12 IGSF9 ETV3 SLAMF1 CD48 UAP1 RGS4 ATF6 COPA CD244 LY9 FCRLA HSD17B7 ATP1A4 NES BCAN CRP ARHGEF11 HAPLN2 APCS FCRL2 DCAF8 RXRG NECTIN4 UFC1 PPOX FCGR2A NUF2 RGS5 SDHC PFDN2 NR1I3 USP21 PRCC FCRL5 RRNAD1 MRPL24 PIGM CASQ1 ISG20L2 CRABP2 HDGF UHMK1 CD1D CD1A CD1C CD1B CD1E TAGLN2 SLAMF8 DUSP23 OR10J6P ITLN2 F11R USF1 NIT1 DEDD B4GALT3 ADAMTS4 NDUFS2 FCER1G APOA2 TOMM40L MPZ GPATCH4 LRRC71 FCRL3 CADM3 SLAMF9 KCNJ9 IGSF8 DDR2 PEA15 PEX19 NCSTN VANGL2 SLAMF6 OLFML2B FCRLB FCGR3B KLHDC9 LMX1A FCRL4 FCRL1 SPTA1 MNDA PYHIN1 IFI16 AIM2 SPATA46 NHLH1 HSPA6 OR10K1 KCNJ10 FCER1A ITLN1 OR10AA1P OR6K6 OR6K4P OR10K2 FCRL6 KIRREL1 OR10J5 PBX1 CCDC190 OR10T2 OR6P1 ARHGAP30 PEAR1 SNHG28 OR6N2 CFAP126 OR6K2 OR10J1 OR10J3 OR6N1 OR6Y1 NTRK1 SH2D1B OR10R3P NOS1AP OR10R2 OR10Z1 RNU5F-6P RNA5SP62 RNU6-755P RNU4-42P FCGR3A OR6K3 OR10T1P RNU6-481P RNU6-171P MIR556 MIR765 RNA5SP63 HMGB3P6 RPL31P11 CFAP45 ACKR1 TSTD1 MPTX1 RNA5SP60 CRPP1 RPS23P10 LINC01133 RPSAP18 KRT8P45 LMX1A-AS2 LINC02819 HSPA7 CADM3-AS1 NMNAT1P2 PPIAP37 KIRREL1-IT1 OR6K5P SLAMF6P1 ELL2P1 MRPS21P2 OR10R1P UQCRBP2 OR2AQ1P PYHIN5P HMGN1P5 OR6K1P RPS23P9 LINC01704 VDAC1P9 RAD1P2 SUMO1P3 SETP9 CYCSP52 EI24P2 RRM2P2 LMX1A-AS1 C1orf226 RN7SL466P RN7SL861P VSIG8 FCGR2C OR10J7P PCP4L1 OR10J2P OR10J9P OR10J4 OR10J8P RNA5SP61 ETV3L MIR4654 RN7SL612P MIR4259 LINC02772 OR10AE1P OR10X1 MIR5187 chr6q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q23 IL20RA IFNGR1 TBPL1 BCLAF1 EPB41L2 MOXD1 STX7 VNN3 MED23 VNN1 VNN2 RPS12 EYA4 HBS1L PEX7 PERP ARFGEF3 TNFAIP3 AKAP7 MYB ALDH8A1 SGK1 ARG1 CCN2 TCF21 MAP7 AHI1 TAAR5 TAAR2 TAAR6 TAAR8 TAAR1 SLC18B1 MTFR2 SLC2A12 ENPP3 SAMD3 TMEM200A IL22RA2 PDE7B OLIG3 TAAR3P OR2A4 SLC35D3 MAP3K5 ENPP1 L3MBTL3 RNA5SP218 SNORA33 RN7SKP245 SNORD101 MIR548A2 RNA5SP219 BTF3L4P3 COX5BP2 CHCHD2P4 RPL23AP46 HMGA1P7 HMGB1P17 HLFP1 FTH1P26 NDUFS5P1 FAM8A6P CCNG1P1 RPSAP42 SELENOKP2 RPL21P67 MTCYBP4 KRT8P42 HMGB1P13 SNORD100 LINC01312 EEF1A1P36 RPL21P66 LINC02528 GAPDHP73 TARID LINC01013 LINC02865 RPL35AP3 LINC00326 LINC00271 CT69 MAP3K5-AS1 LINC02539 TAAR7P LINC01010 MYB-AS1 CTAGE9 TAAR9 TAAR4P WAKMAR2 HSPE1P21 RNU4-18P PBOV1 SMLR1 MIR548AJ1 MIR548H5 RN7SL408P RBM11P1 RN7SKP299 RPS29P32 MIR3662 chr11q14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q14 GAB2 RSF1 PICALM CLNS1A EED TYR NAALAD2 NOX4 AAMDC CTSC CHORDC1 USP35 RAB38 FOLH1B MTNR1B ANKRD42 CCDC90B SYTL2 RAB30 CREBZF PRCP NARS2 HIKESHI CCDC81 TENM4 INTS4 PAK1 DLG2 CCDC83 PRSS23 KCTD14 THRSP NDUFC2 ME3 ALG8 FAT3 DDIAS PCF11 TRIM53BP TMEM135 TRIM49 GRM5 TMEM126A TMEM126B FZD4 AQP11 CCDC89 FAM181B KCTD21 TRIM64B CBX3P7 OR7E13P RNU6-544P RNU6-560P TRIM49C TRIM64 TRIM51BP RNU6-1292P RNU6-16P SNORA70E MIR708 HNRNPCP6 TUBAP2 TRIM77 MIR1261 RNU6-1135P TRIM49D1 TRIM64EP TRIM53AP RPS28P7 FTH1P16 TRIM49D2 UBTFL2 NDUFB11P1 TRIM51EP RNU7-59P RN7SL225P RPL7AP57 RPS3AP42 MIR4300HG RAB30-DT KCTD21-AS1 FZD4-DT PGAM1P9 GAPDHP70 LDHAL6DP LINC02728 RNU6-311P RNU6-126P SLC25A1P1 PSMA2P1 MTCYBP41 OSBPL9P2 COPS8P3 LINC02695 HNRNPA1P72 PTP4A1P6 MTND4LP18 HNRNPCP8 TRIM64DP XIAPP2 TUBB4BP4 C1DP5 RSF1-IT2 CYCSP28 UBTFL1 ARL6IP1P3 BCAS2P1 MTND1P35 OSBPL9P3 GRM5-AS1 LINC02720 LINC02711 LINC02748 OR7E2P SETP17 SNRPGP16 H3P34 DLG2-AS2 MTND6P25 LINC02756 LINC02734 UBTFL10 RSF1-IT1 NDUFC2-KCTD14 DISC1FP1 MIR4300 MIR5579 MIR3166 MIR4490 PCF11-AS1 LINC02746 MIR6755 chr5p14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5p14 CDH10 CDH9 CDH18 CDH12 PRDM9 PMCHL1 GUSBP1 RNU6-374P RNU6-738P HSPD1P1 RNU4-43P RN7SL58P RPL32P14 LINC02211 BTG4P1 LINC02100 C5orf17 LINC02239 UBE2V1P12 GCNT1P2 LINC02146 HSPD1P15 CCNB3P1 LINC02103 CDH18-AS1 PURPL LINC02228 MSNP1 LINC02241 RNU6-909P LINC02109 chr5q31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q31 CDKL3 RNF14 MATR3 FAM13B JADE2 CTNNA1 FSTL4 WNT8A PITX1 TRPC7 AFF4 P4HA2 PKD2L2 TCF7 DELE1 PCDHB4 PCDHA6 PCDHGA2 CDC23 PCDHB2 HARS2 NME5 BRD8 KIF20A HSPA9 PFDN1 HBEGF SLC4A9 APBB3 TMCO6 IK PCDHB3 PCDHB5 PCDHB6 PCDHB7 PCDHB15 IL4 RAD50 IL5 GNPDA1 PCDH12 SKP1 PPP2CA FGF1 NR3C1 C5orf15 SEC24A TXNDC15 MACROH2A1 SMAD5 UBE2B CYSTM1 WDR55 ARAP3 PCDHB8 PCDHB10 PCDHB14 PCDHB12 SLC25A2 ETF1 TGFBI FAM53C SIL1 PAIP2 MYOT KDM3B EGR1 IRF1 PDLIM4 KIF3A NDUFA2 ANKHD1 DIAPH1 NDFIP1 UBE2D2 REEP2 PCBD2 YIPF5 ARHGAP26 CXCL14 LECT2 SLC25A48 DDX46 IL9 PCDHB18P PSD2 LRRTM2 ZMAT2 GFRA3 KLHL3 SPOCK1 SAR1B CATSPER3 ZCCHC10 PCDH1 CDC25C NRG2 HMHB1 CDC42SE2 RAPGEF6 ACSL6 IL3 CSF2 SEPTIN8 SHROOM1 GDF9 UQCRQ LEAP2 CAMLG FBXL21P RELL2 SMAD5-AS1 IL13 HARS1 CD14 DNAJC18 SPATA24 MZB1 SLC23A1 HSPA4 CXXC5 HDAC3 PCDHB1 SLC35A4 HNRNPA0 PCDHB9 TAF7 C5orf24 NEUROG1 IGIP KCTD16 STING1 PURA PCDHB13 SPRY4 SLC22A4 SLC22A5 PCDHB11 IRF1-AS1 FCHSD1 MTND4LP30 SOWAHA RNA5SP195 RNU6-888P VTRNA1-1 RNU5B-4P RNU6-236P SNORA74A RNA5SP192 RNU6-1164P RN7SKP246 RNA5SP194 VTRNA1-2 VTRNA1-3 PCDHGA1 PCDHA9 PCDHA8 PCDHA7 PCDHA5 PCDHA4 PCDHA2 PCDHA1 CCNI2 SNORD63 RNU6-456P RNU6-1311P RNU6-460P SRA1 HNRNPA1P13 VDAC1 MIR874 FNIP1 MIR1289-2 RNU6-757P RNA5SP193 RNU4-14P RNU6-1148P SNORD63B TH2LCRR ACSL6-AS1 C5orf66 RPS12P10 ATP6V0E1P1 ARHGAP26-AS1 NPY6R PROB1 ARHGAP26-IT1 SPRY4-AS1 RPL7P21 MIR3936HG LINC01844 CDKN2AIPNL P4HA2-AS1 LINC02863 PCDHA13 RN7SL87P MEIKIN PCDHGC3 RN7SL541P PCDHGC5 RPS27AP10 RPL7P19 RN7SL68P PCDHGC4 RPL12P21 EIF4EBP3 PCDHAC2 MTCYBP18 MALINC1 DIAPH1-AS1 MTND4P12 TRPC7-AS1 HSPD1P18 PCDHAC1 PCDHGB8P MTND5P11 WSPAR C5orf66-AS1 MTND6P4 PSD2-AS1 PCDHA11 MTND3P25 NCOA4P4 NAMPTP2 PCDHA14 C5orf66-AS2 ECSCR RPS27AP18 PCDHA10 AC114296.1 CXXC5-AS1 TRPC7-AS2 CKS1BP5 SLC25A48-AS1 LINC01843 DCANP1 HAUS1P1 PCDHA12 SNORA74D RNU6-572P RN7SKP64 RNU7-156P PCDHGA12 PCDHGB6 PCDHGA5 PCDHGA7 PCDHGA6 PCDHGA8 PCDHGA10 PCDHGA11 PCDHGB2 PCDHGB4 PCDHGB7 PCDHGB1 PCDHGA3 ANKHD1-EIF4EBP3 PCDHA3 PCDHB17P TIFAB DND1 PCDHGA9 PCDHB19P PCDHGB3 PCDHGA4 MIR3936 MIR5692C1 MIR5197 MIR3661 VTRNA2-1 SMIM32 PCDHB16 H3P25 PCDHGB9P PCDHGB5 SNHG4 SMIM33 MIR6830 MIR6831 MIR3655 chr2p24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p24 PUM2 LAPTM4A TRIB2 DDX1 APOB SDC1 HS1BP3 LDAH WDR35 KLHL29 MATN3 MYCN OSR1 GDF7 RHOB MSGN1 NBAS LRATD1 SMC6 VSNL1 KCNS3 GEN1 TTC32 NT5C1B FAM49A RNU6-961P RNU5E-7P RNA5SP87 RNU6-1215P RNU6-843P RNA5SP86 CISD1P1 RAD51AP2 ZFYVE9P2 TDRD15 RN7SKP27 RN7SKP168 LAPTM4A-DT MYCNUT LINC00954 LINC01822 LINC00276 LINC01804 HS1BP3-IT1 SLC7A15P LINC01884 MYCNOS LINC01376 GACAT3 PSMC1P10 LINC02850 LINC01866 LINC01808 RNU7-113P RDH14 RN7SL104P NT5C1B-RDH14 RNU6-1288P MIR3681 RN7SL117P MIR3125 RN7SL140P MIR4757 NUTF2P8 chr9p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9p11 CNTNAP3B ANKRD20A2 SPATA31A6 FGF7P5 ADGRF5P2 FGF7P3 RNU6-1269P CNN2P4 CBWD6 FGF7P4 FAM95B1 MEP1AP4 IGKV1OR9-2 CNN2P2 RAB28P3 RBPJP6 CYP4F60P C2orf27AP3 SNX18P8 GXYLT1P3 ATP5F1AP1 ANKRD20A7P RBM17P3 RNU6-599P FKBP4P6 FOXD4L6 RN7SL343P MYO5BP1 SNX18P5 FAM242F MIR1299 MIR4477A FRG1HP BMS1P14 RN7SL565P RNA5SP530 SDR42E1P2 FAM74A7 PGM5P2 AQP7P5 RNU6-156P CDK2AP2P1 MEP1AP1 chr4q26 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q26 NDST4 PDE5A CAMK2D FABP2 METTL14 USP53 SEC24D CEP170P1 C4orf3 PRSS12 NDST3 MYOZ2 SYNPO2 TRAM1L1 UGT8 ARSJ RNU4-33P RNU6-119P RNU1-138P MIR577 NT5C3AP1 ACTN4P1 RNU6-1217P RNU6-1054P LINC02262 LINC02263 LINC02264 NDUFS5P5 LINC01378 RPSAP35 RN7SL184P RN7SL808P CUL4AP1 CICP16 PGAM4P2 CIR1P2 TRMT112P1 KRT18P21 KLHL2P1 EIF3KP3 TTC39CP1 RPF2P2 LINC01365 SEPTIN14P4 MRPS33P3 FKBP4P1 SNHG8 MTRNR2L13 SNORA24 METTL14-DT GTF2IP12 MIR1973 chr1q25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q25 SOAT1 LAMC2 RASAL2 KLHL20 TNR CACYBP PAPPA2 RALGPS2 ANGPTL1 FAM20B NPHS2 QSOX1 EDEM3 C1orf21 SWT1 IVNS1ABP SMG7 NCF2 TNFSF4 PRDX6 DARS2 SERPINC1 TNN MRPS14 CENPL TNFSF18 SEC16B RGSL1 LHX4 RNF2 TRMT1L GLUL STX6 RGS8 RNASEL DHX9 KIAA1614 CEP350 NPL NIBAN1 LAMC1 RC3H1 COP1 ABL2 XPR1 RGS16 TOR1AIP1 FAM163A HMCN1 RGL1 RABGAP1L ASTN1 MR1 SHCBP1L NMNAT2 ARPC5 SLC9C2 AXDND1 TDRD5 IER5 TOR1AIP2 APOBEC4 KRT18P28 LINC01699 ZNF648 ENTR1P2 ANKRD45 ZBTB37 TOR3A CLEC20A CACNA1E COLGALT2 BRINP2 TSEN15 RNA5SP71 RN7SKP160 RNA5SP68 RNA5SP72 RNA5SP69 MIR488 LINC00272 TEDDM1 GPR52 RNU6-152P RNU6-41P RPL5P5 C1orf220 RN7SKP229 RABGAP1L-IT1 COX5BP8 BANF1P4 HMGN1P4 LAMC1-AS1 MEF2AP1 RASAL2-AS1 LINC01657 LINC01645 LINC02776 RPL30P1 LINC02816 MORF4L1P7 LINC01688 RABGAP1L-DT LINC02803 PTPN2P1 LINC01350 LINC01344 ACBD6 RPS29P5 GOT2P2 RPL22P24 NDUFAF4P4 EIF4A1P11 EIF1P3 SETP10 LINC02818 YPEL5P1 TEX50 KIAA1614-AS1 FTH1P25 SMG7-AS1 TEDDM2P RPS29P4 GAS5 VDAC1P4 RPSAP16 TNR-IT1 KIAA0040 RC3H1-IT1 HNRNPA1P54 OVAAL LINC01741 LINC01732 PTP4A1P7 TEX35 CRYZL2P RN7SL654P RNU5F-2P RNU7-13P RNA5SP67 RNU7-183P RNU6-307P SCARNA3 RNA5SP70 RNU2-12P CRYZL2P-SEC16B LINC01633 LINC01686 RN7SL230P MIR3121 MIR4424 GAS5-AS1 MCRIP2P2 chr5q14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q14 VCAN ZFYVE16 MEF2C SCAMP1 ARSB THBS4 MSH3 RASGRF2 POLR3G ARRDC3 COX7C CKMT2 ZCCHC9 DMGDH BHMT2 AP3B1 CCNH HAPLN1 LHFPL2 SSBP2 BHMT RASA1 ATG10 FAM151B JMY HOMER1 XRCC4 CETN3 EDIL3 TMEM161B ADGRV1 WDR41 SPZ1 SERINC5 CMYA5 TENT2 TBCA OTP ACOT12 TMEM167A LYSMD3 MBLAC2 MTX3 RPS23 ANKRD34B RNU4-90P RNU6-183P RNU6-727P RNY3P1 RNU4-11P NBPF22P ATP6AP1L RNU6-620P RNU6-211P RNU6-804P RNA5SP187 RNU6-606P ACTBP2 PPIAP79 SEM1P1 HNRNPA1P12 RBMX2P5 DHFR LINC01949 ATG10-IT1 SCARNA18 RPL7P24 RPS3AP22 RPL5P16 RN7SL629P RPS2P25 RPS27AP9 RPL5P17 LINC00461 SCAMP1-AS1 MEF2C-AS2 CKMT2-AS1 TMEM161B-AS1 ATG10-AS1 MEF2C-AS1 LUCAT1 ST13P12 LINC02058 LINC01339 RBBP4P6 LINC02144 PCBP2P3 HMGB1P21 LDHBP3 LINC02488 ATP6V1G1P6 KRT18P45 TMEM251P1 TRMT112P2 VCAN-AS1 CCT7P2 ZP3P1 LINC02060 EDIL3-DT PTP4A1P4 LINC02161 LINC02059 H3P23 LINC01455 LINC01337 RAB5CP2 DBIP2 FTH1P9 RASGRF2-AS1 PPIAP11 COQ10BP2 RN7SKP34 RNU6-448P RN7SKP295 MIR3660 RN7SL378P MIR4280 MTRNR2L2 LINC01338 ARRDC3-AS1 MIR3977 SNORD138 MIR9-2 chr4q28 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q28 JADE1 PCDH10 FGF2 LARP1B PLK4 SPATA5 SLC7A11 ANKRD50 SCLT1 C4orf33 SLC25A31 PGRMC2 SPRY1 INTU HSPA4L MFSD8 ABHD18 NUDT6 RPL7AP28 PCDH18 FAT4 RNU6-224P RNU1-89P RPS23P2 RBM48P1 RPL21P50 EEF1GP8 RN7SL205P LINC02466 TARS2P1 PES1P1 LINC00616 LINC00613 FOSL1P1 LINC00498 LINC02485 TECRP2 R3HDM2P1 LINC02511 PGBD4P4 ZSWIM5P3 GAPDHP56 AARS1P1 TERF1P3 LINC00500 LINC01091 TMEM248P1 LINC02465 SLC7A11-AS1 LINC02377 LINC02510 PPIAP76 SERF1AP1 KRT18P54 H3P15 ELL2P2 LINC02462 LINC02479 LINC00499 LINC01256 LINC02615 NUP58P1 STMN1P2 LINC02435 LINC02172 LINC02379 SNHG27 RNU6-583P PABPC4L LINC02516 JADRR MIR2054 chr1q42 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q42 SPRTN ARID4B TARBP1 NUP133 GPR137B JMJD4 ERO1B RHOU EXOC8 GNPAT TSNAX NID1 SIPA1L2 C1orf198 TRIM67 AGT PCNX2 KCNK1 URB2 EGLN1 CAPN9 COG2 ABCB10 NTPCR TAF5L ACTA1 C1orf131 GALNT2 TTC13 LYST MAP3K21 SNAP47 SRP9 NVL SDE2 DEGS1 FBXO28 ARF1 LEFTY2 CNIH4 ITPKB GUK1 CDC42BPA CNIH3 C1orf35 PARP1 PSEN2 PYCR2 LBR WNT9A EPHX1 GGPS1 WNT3A OBSCN TRIM11 ENAH CCSAP B3GALNT2 MRPL55 OBSCN-AS1 WDR26 TRIM17 DISC1 H3-3A COQ8A RAB4A H3-4 RNF187 GNG4 IRF2BP2 COA6 ARV1 TOMM20 PGBD5 CDKN2AIPNLP1 TMEM78 H2BU2P H2AW ZNF678 IBA57 FAM89A ACBD3 SLC35F3 LIN9 DUSP5P1 MIXL1 DNAH14 PRSS38 EDARADD RBM34 TMEM63A H2BU1 GJC2 RNA5S12 RNA5S11 RNA5S3 RNA5S1 RNA5S5 RNU4-21P RNA5S10 RNA5S8 RNA5S17 RNA5S4 RNA5S6 RNA5S9 RNA5S14 RNA5SP78 RNA5S2 RNY4P16 RNA5S15 RNA5SP19 RNA5SP79 RNA5S16 RNA5SP77 RNA5S7 RNA5S13 IBA57-DT STUM RNU6-968P RNU1-74P RNU6-1008P SNORA14B RNU6-1319P RNA5SP18 MAP10 NDUFA3P3 BTNL10 ZNF847P MIR320B2 RNA5SP80 RNU2-70P MIR1537 RNU5A-5P RN7SKP165 RNU6-1304P SNRPD2P2 FAM96AP2 BTF3P9 LINC00184 LINC02813 LINC01703 LINC01745 HMGB1P26 MTND4P10 DISC1-IT1 LINC01682 LINC01132 LINC01736 ITPKB-IT1 ITPKB-AS1 LINC00582 LINC02768 HMGN2P19 CNIH3-AS1 LYST-AS1 RPS21P1 ISCA1P2 AKR1B1P1 SNAP47-AS1 RPL23AP15 MTND5P19 MTND4LP21 COA6-AS1 LINC01354 RPS7P3 MTND3P8 NUCKS1P1 LINC01737 CICP26 CNIH3-AS2 CICP5 LINC01641 LINC02765 ACBD3-AS1 FTH1P2 MTND6P14 LDHAP2 AL109810.2 MTCO3P46 TUBB8P9 RAC1P7 LINC01744 RPL23AP23 LINC02814 YBX1P9 TUBB8P10 RPS27P5 MTCYBP14 RNU6-1211P RN7SL668P RN7SL837P RN7SL299P LEFTY1 RNA5SP162 RN7SKP276 RN7SKP49 RNU4-77P RNU6-180P MIR4753 MIR4671 MIR5008 MIR4427 MIR4666A MIR4742 TSNAX-DISC1 GTF2IP20 SEPTIN14P17 LINC02809 LINC01348 LINC02815 MIR1182 MIR3620 MIR6742 MIR6741 TBCE chr6p25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6p25 SERPINB1 FOXC1 DUSP22 EXOC2 GMDS PRPF4B LY86 F13A1 WRNIP1 SERPINB6 NQO2 NRN1 RPP40 IRF4 SLC22A23 TUBB2A FOXF2 BPHL RIPK1 TUBB2B FAM50B MYLK4 FAM217A FARS2 CDYL FOXQ1 LINC01600 PXDC1 SERPINB9 PSMG4 C6orf201 HUS1B ECI2 RNA5SP202 LYRM4 PKMP5 GLRX3P2 TUBB2BP1 LY86-AS1 PSMC1P11 TDGF1P4 SERPINB8P1 CICP18 HNRNPA1P37 CNN3P1 PPP1R3G BTF3P7 OR4F1P RNA5SP201 NQO2-AS1 LINC02521 AL033523.1 LINC02525 SERPINB9P1 AL159166.1 FAM136BP ECI2-DT HMGN2P28 CDYL-AS1 RN7SL221P RN7SL554P SNAPC5P1 RN7SL352P LINC01011 GMDS-DT LINC02533 MIR7853 MIR3691 MIR4645 HTATSF1P2 WBP1LP12 MIR6720 FOXCUT LINC01394 MIR5683 LINC01622 chr13q34 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q34 F7 ATP11A ANKRD10 ARHGEF7 TUBGCP3 MCF2L F10 PCID2 PROZ CDC16 COL4A2 CARS2 RAB20 GRTP1 CUL4A DCUN1D2 TMCO3 ING1 TEX29 SPACA7 ADPRHL1 UPF3A SOX1 GAS6 TMEM255B LAMP1 IRS2 GRK1 RASA3 ATP4B COL4A1 ATP11AUN TFDP1 CHAMP1 RN7SKP10 RNU1-16P NAXD LINC02337 LINC01044 SOX1-OT COL4A2-AS2 GRTP1-AS1 RPL21P107 LINC00431 LINC00368 CLCP2 LINC00354 LINC00454 PARP1P1 ARHGEF7-AS1 ANKRD10-IT1 LINC00452 LINC00404 LINC01054 KARS1P2 LINC00396 F10-AS1 RASA3-IT1 LDHBP1 ATP11A-AS1 COL4A2-AS1 DCUN1D2-AS ARHGEF7-IT1 GAS6-AS1 LINC00676 MCF2L-AS1 ARHGEF7-AS2 LINC00346 LINC00567 LINC01070 LINC01043 RPL23AP97 LINC00565 MIR548AR MIR4502 RN7SL783P GAS6-DT MIR8073 MIR8075 LINC00552 C13orf46 CFAP97D2 AL137002.2 chr8q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8q12 RPS20 NSMAF IMPAD1 RAB2A TTPA GGH TGS1 SDCBP TMEM68 CYP7A1 FAM110B SDR16C5 CHCHD7 CHD7 MOS CYP7B1 CLVS1 CA8 BHLHE22 PENK PLAG1 YTHDF3 NKAIN3 ASPH TOX SNORA1B RNU4-50P RNA5SP267 RNU6-596P LINC01602 XKR4 RNU6-13P MIR124-2 NPM1P6 IFITM8P UBXN2B LINC00588 RNA5SP266 RN7SKP97 RNA5SP265 PDCL3P1 SNORD54 RN7SL798P RPL37P6 RN7SL135P RN7SL323P RPL26P26 RPL30P10 LINC00968 SBF1P1 NPM1P21 LINC01301 RN7SKP135 COX6CP8 LINC01606 SRPK2P XRCC6P4 SEPTIN10P1 SDR16C6P C1GALT1P3 LINC01414 CERNA3 LINC01289 NARS1P2 AC009597.1 LYN PPIAP85 LINC02842 LINC02155 KRT8P3 MIR124-2HG AC021393.1 SLC2A13P1 MIR4470 YTHDF3-AS1 NKAIN3-IT1 AC068075.2 chr4q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q22 IBSP PKD2 ABCG2 SPP1 FAM13A HERC3 HERC6 HERC5 BMPR1B MMRN1 KLHL8 SNCA PYURF GRID2 SPARCL1 DSPP DMP1 MEPE SMARCAD1 HPGDS PDLIM5 PDHA2 PPM1K NUDT9 HSD17B13 ATOH1 NAP1L5 TIGD2 UNC5C HSP90AB3P CCSER1 GPRIN3 TMSB4XP8 HSD17B11 RNU6-1298P RNU6-112P RNU6-1059P RN7SKP28 RNU6-818P RNU6-34P RNU1-36P RNU6-33P RNU6-907P RNU6ATAC31P COX7A2P2 RN7SL681P RPL30P6 PPM1K-DT SNCA-AS1 FAM13A-AS1 GAPDHP60 LINC02267 PMPCAP1 LNCPRESS2 BMPR1B-DT KRT19P6 NCOA4P2 CHCHD2P7 HMGB3P15 MTND1P19 STPG2-AS1 RN7SKP248 RN7SKP244 RNA5SP164 PIGY MIR5705 PIGY-DT chr7q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q22 MYH16 POLR2J PRKAR2B KMT2E BAIAP2L1 SYPL1 CYP3A43 STAG3 BCAP29 ACTL6B LRCH4 PMS2P1 ZCWPW1 PILRA TRIP6 ACHE SRRT PUS7 SLC26A4 RASA4 PMPCB DNAJC2 NAMPT PIK3CG HBP1 DUS4L CBLL1 NPTX2 PDAP1 BUD31 PTCD1 CYP3A5 ZKSCAN1 TAF6 TFR2 MOSPD3 PCOLCE FBXO24 AGFG2 SERPINE1 AP1S1 MOGAT3 PLOD3 ZNHIT1 CLDN15 MYL10 PILRB CDHR3 PRKRIP1 VGF IFT22 LRRC17 EPO ARPC1B RINT1 SRPK2 ATXN7L1 MAP11 SLC12A9 GIGYF1 TRIM4 MEPCE ZAN PPP1R35 AZGP1 CYP3A4 CYP3A7 ZNF394 CPSF4 COL26A1 ORAI2 ALKBH4 SH2B2 LRWD1 FBXL13 NAPEPLD PSMC2 COG5 ORC5 TMEM130 MCM7 ZNF3 ZSCAN21 NYAP1 TSC22D4 CNPY4 NAT16 COPS6 POLR2J3 TRIM56 MUC17 MUC3A SLC26A5 DPY19L2P2 ARMC10 RASA4B GPR22 POP7 GNB2 SPDYE2B UFSP1 GJC3 IRS3P EFCAB10 KPNA7 C7orf61 LHFPL3 LAMTOR4 RELN TRRAP EPHB4 ZKSCAN5 ZSCAN25 GAL3ST4 EIF4BP6 ZNF655 ZNF789 SMURF1 RNU6-1322P RNU6-392P SPDYE2 DGAT2L7P MUC12 SAP25 RNU6-393P RNU6-1104P MIR25 MIR93 MIR106B RPSAP46 PVRIG GPC2 PPIAP82 RPL7P60 AZGP1P2 FIS1 SPDYE3 MBLAC1 AZGP1P1 MIR548O AP4M1 FAM200A FAM185A RN7SKP86 RN7SKP54 PCOLCE-AS1 LHFPL3-AS2 BANF1P5 LHFPL3-AS1 MUC12-AS1 POLR2J2 LINC01004 LINC02577 NFE4 YBX1P2 LNCPRESS1 EMSLR CRYZP1 LINC01007 RASA4DP SLC26A4-AS1 PVRIG2P RPS29P16 RPS29P15 SLC12A9-AS1 RPL23AP95 S100A11P1 RN7SKP198 CASTOR3 KMT2E-AS1 RN7SL549P AC091390.5 PPP1R35-AS1 ATP5MF ARPC1A RN7SL416P STAG3L5P DCAF13P1 RN7SL8P LARP1BP2 TMEM225B RWDD4P1 OR2AE1 ATP5MF-PTCD1 WBP1LP2 RNA5SP236 RNU6-1136P CCDC71L CUX1 SPDYE6 CYP3A52P CYP3A137P RN7SL750P MIR4653 MIR4285 MIR3609 UPK3BL1 STAG3L5P-PVRIG2P-PILRB CYP3A51P CYP3A7-CYP3A51P MIR6875 MIR6840 MIR5090 MIR4658 MIR4467 UPK3BL2 DUS4L-BCAP29 chr6p23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6p23 RANBP9 MCUR1 CD83 SIRT5 GFOD1 RNF182 RN7SKP204 RNU6-793P RPS4XP7 MRPL35P1 NOL7 LINC01108 GFOD1-AS1 RNU7-133P RN7SL332P chr8p21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8p21 RHOBTB2 EXTL3 STMN4 SLC18A1 ADAM28 LZTS1 ADAM7 DPYSL2 TRIM35 FZD3 INTS9 SH2D4A INTS10 SLC39A14 R3HCC1 TNFRSF10A NEFM KCTD9 BNIP3L CLU TNFRSF10B SORBS3 PTK2B CHRNA2 ADRA1A PPP3CC PDLIM2 EPHX2 XPO7 LOXL2 ELP3 PEBP4 ADAMDEC1 CSGALNACT1 ATP6V1B2 CCDC25 HMBOX1 GNRH1 BIN3 DOK2 SLC25A37 CHMP7 DOCK5 NPM2 FGF17 DMTN FAM160B2 CCAR2 STC1 NKX3-1 SCARA3 PBK SCARA5 PNOC HR REEP4 LGI3 SFTPC BMP1 PHYHIP POLR3D GFRA2 ESCO2 TNFRSF10D TNFRSF10C LPL EGR3 NKX2-6 CDCA2 ZNF395 NUGGC PIWIL2 ENTPD4 RNA5SP258 RNU6-336P RNU6-1276P RNA5SP259 RNU1-148P RNU6-178P MIR320A FBXO16 MIR548H4 EBF2 PPP2R2A RNU6-892P RNU6-1086P SDAD1P1 GULOP RPL5P22 RN7SL303P PNMA2 C8orf58 RPL30P9 RPL23AP55 EXTL3-AS1 RNU4-71P LINC02153 SINHCAFP3 LZTS1-AS1 COX6B1P4 TMEM97P2 TNFRSF10A-AS1 INTS9-AS1 HMBOX1-IT1 MIR3622B MIR4288 MIR4287 OR6R2P MIR6842 RNA5SP257 MIR6876 NUDT18 NEFL MIR6841 MIR6843 MIR3622A chr5q35 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q35 B4GALT7 RPL26L1 FLT4 SPDL1 LCP2 TSPAN17 NOP16 MAPK9 COL23A1 THOC3 STK10 FBXW11 CDHR2 SNCB ADAMTS2 UIMC1 GABRP FAF2 CLK4 GRM6 RNF130 CNOT6 BTNL8 ERGIC1 ATP6V0E1 BNIP1 STC2 CPEB4 HRH2 DBN1 ZNF346 UNC5A DUSP1 MSX2 KIAA1191 CANX SLC34A1 F12 PRR7 MGAT1 GFPT2 DOCK2 N4BP3 NHP2 RMND5B BOD1 CPLX2 KCNMB1 TRIM7 TRIM41 HIGD2A FAM193B RNF44 RASGEF1C DOK3 FGF18 FGFR4 HK3 MRNIP SQSTM1 MGAT4B MAML1 SCGB3A1 TLX3 CREBRF SFXN1 NSD1 BTNL9 UBTD2 FOXI1 BTNL3 HNRNPH1 ZNF354A RGS14 LMAN2 RAB24 PRELID1 GPRIN1 FAM153A SIMC1 NSG2 OR2Y1 SH3PXD2B PHYKPL PROP1 ARL10 CLTB EIF4E1B RUFY1 ZNF354C ZNF454 ZNF354B NPM1 KCNIP1 FAM153B OR2V2 NKX2-5 DDX41 TRIM52 SLIT3 TMED9 DRD1 C5orf47 OR2V1 SMIM23 PFN3 ZFP62 PDLIM7 TBC1D9B HNRNPAB GRK6 ZFP2 MIR340 RNU6-500P RNU1-17P RNU6-525P RNU6-226P RACK1 CBY3 C5orf60 FAM153CP LINC01951 RANBP17 INSYN2B RNU6-477P RNU1-39P RNU6-1036P SNORA70J MIR585 SNORA74B RPL23AP45 LTC4S MXD3 GAPDHP71 FOXO1B OR1X5P NEURL1B EFCAB9 MIR1229 MIR1271 RN7SKP148 RN7SKP150 RNU6-705P HMGB3P22 OR4F3 ZNF879 C5orf58 LINC01366 OR2AI1P RN7SL646P RPS15AP18 RPS29P12 RN7SL684P GMCL2 RN7SL623P LINC00847 PRR7-AS1 TRIM52-AS1 ARL2BPP6 LINC01962 LINC02222 LINC01574 HIGD1AP3 SUMO2P6 SUDS3P1 PRDX2P3 LINC01411 LINC01187 AACSP1 WBP1LP4 NIFKP2 ZNF346-IT1 BRCC3P1 RNA5SP200 RN7SKP70 RPL12P22 KLF3P1 KRT18P41 LINC01942 CDC42P5 KCNIP1-AS1 KCNIP1-OT1 LINC01484 PIGFP1 LINC01863 RPL10P8 RPL7AP33 LINC01485 RPSAP71 LINC01944 MIR378E MIR3912 SNORD95 MIR4638 MIR5003 RN7SL339P MIR4281 MIR4634 PRMT1P1 SNORD96A OR1X1P MIR8056 MIR8089 HEIH AC113348.1 chr13q32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q32 ZIC2 IPO5 DCT SLC15A1 DOCK9 TGDS STK24 DNAJC3 UGGT2 GPR18 CLYBL TMTC4 RAP2A ABCC4 SOX21 TM9SF2 GGACT CLDN10 DZIP1 UBAC2 MBNL2 RNF113B ZIC5 GPR180 FARP1 OXGR1 GPR183 PCCA HS6ST3 RNY4P27 RN7SKP9 RNA5SP37 LINC00449 RNU6-83P MIR623 ARF4P3 NUS1P4 H2AZP3 RNA5SP36 RN7SKP7 RN7SKP8 RNY3P8 CLDN10-AS1 STK24-AS1 NDUFA12P1 HMGN1P24 SOX21-AS1 CLYBL-AS2 MTND6P18 RPL15P18 HMGB3P4 UBAC2-AS1 LINC00411 MTND5P2 DOCK9-AS1 RPS6P23 FARP1-AS1 RPL7L1P12 FTLP8 MTCYBP3 NALCN-AS1 LINC00456 AMMECR1LP1 RPL7AP61 CYCSP35 CALM2P4 GAPDHP22 LINC01039 CFL1P8 TULP3P1 CLYBL-AS1 RPS26P47 PCCA-AS1 HSP90AB6P BRD7P5 ASNSP3 COX5BP6 RPL21P112 LINC00391 CCR12P RN7SL164P RN7SL60P DNAJC3-DT RNU6-62P LINC00554 LINC00557 DOCK9-DT MIR3170 MIR4306 MEMO1P5 PSMA6P4 RN7SL585P PCCA-DT LINC01232 MIR4501 chr12q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12q12 YAF2 CNTN1 PUS7L PPHLN1 PLEKHA8P1 KIF21A CPNE8 ZCRB1 TMEM117 PRICKLE1 SCAF11 SLC2A13 GXYLT1 TWF1 PDZRN4 ADAMTS20 ABCD2 ALG10B ANO6 C12orf40 NELL2 DBX2 LRRK2 ARID2 AC093012.1 RNA5SP361 RNA5SP358 RNU6-249P RNA5SP359 MUC19 RNU6-713P LINC02471 LRRK2-DT RPL30P13 RPS27P21 RNA5SP360 TUBB8P5 LINC02450 LINC02451 AK6P2 RACGAP1P LINC02402 CPNE8-AS1 LINC02400 MTND1P24 EEF1A1P17 MRPS36P5 LINC02406 ZNF75BP MTND2P17 CLUHP8 LINC02461 NF1P12 LINC02555 RN7SL246P KNOP1P2 MIR7851 chr3p24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p24 SLC4A7 RARB TOP2B DAZL KAT2B SGO1 TBC1D5 RFTN1 HMGB1P5 RAB5A RBMS3 THRB NGLY1 OXSM ZNF385D PLCL2 NEK10 EOMES AZI2 TGFBR2 EFHB UBE2E1 NR1D2 RPL15 LRRC3B UBE2E2 SATB1 KCNH8 PP2D1 CMC1 NKIRAS1 RNU6-822P RNU1-96P RNU4-85P RNA5SP125 RNA5SP126 RBMS3-AS2 ZCWPW2 RNU6-815P RNU6-342P RNU6-788P TAF9BP1 CFL1P7 PDCL3P3 MESTP4 RPL24P7 ZNF385D-AS2 UBE2E1-AS1 CDYLP1 LINC00691 MICOS10P3 THRB-IT1 AC099754.1 ZNF385D-AS1 LINC01980 RANP7 RPS12P5 PLCL2-AS1 LINC01985 RPS20P15 MTND4LP9 THRB-AS1 SATB1-AS1 LINC01981 H3P10 RPL39P18 RPL31P20 VENTXP4 SAP18P3 LINC00692 SGO1-AS1 ARL4AP4 SALL4P5 HSPA8P18 UBE2E2-AS1 EIF3KP2 LINC00690 FAM96AP1 RPEP2 LINC01967 RBMS3-AS1 RBMS3-AS3 VENTXP7 RAD23BP1 HMGB3P12 CRIP1P2 NPM1P23 RN7SL216P RNU6-138P RNU6-922P MIR3135A RNU7-10P MIR4791 LINC02084 MIR3714 MIR4442 chr7q33 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q33 CNOT4 AKR1B1 WDR91 MTPN PTN CHCHD3 TRIM24 CYREN CALD1 AKR1D1 EXOC4 AGBL3 STRA8 TMEM140 LRGUK NUP205 DGKI SLC13A4 BPGM CHRM2 CREB3L2 FAM180A AKR1B10 RNU6-223P SLC35B4 MIR490 RNU6-1154P PTMAP10 IMPDH1P3 RN7SKP223 KRT8P51 ZP3P2 SDHDP2 AKR1B15 TUBB3P2 PSMC1P3 RCC2P3 COX5BP3 CREB3L2-AS1 STMP1 LUZP6 RNU6-92P AC009275.1 MIR6133 MIR6509 MIR4468 MIR3654 chr12p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12p12 RECQL MGST1 DERA STRAP LMO3 PLEKHA5 BCAT1 ABCC9 GUCY2C SLCO1A2 WBP11 ART4 MGP ARHGDIB RERGL SLCO1B3 GOLT1B GYS2 LDHB CMAS ST8SIA1 C2CD5 CASC1 LRMP PYROXD1 IAPP KCNJ8 RASSF8 BHLHE41 SSPN UBE2L2 KRAS SOX5 RERG SLCO1B1 SPX PDE6H ERP27 PIK3C2G PLCZ1 AEBP2 SLCO1C1 ETNK1 PTPRO EPS8 LMNTD1 PDE3A CAPZA3 SMCO3 C12orf60 SLC15A5 LINC00477 H4-16 RNU6-251P RNU6-254P RNU1-146P RNU4-67P ETFRF1 SLCO1B7 RNU1-149P RNU6-837P EEF1A1P16 MIR920 RN7SKP262 C12orf77 RPL7P6 RN7SL38P RN7SL459P RPS27P22 RPL7P40 RN7SL67P EEF1A1P4 RASSF8-AS1 H2AJ RERG-AS1 TDGP1 LINC01489 NDFIP1P1 PDCD5P1 TUBB4BP1 PSMC1P9 ELOCP31 SOX5-AS1 EGLN3P1 ZKSCAN7P1 SUPT16HP1 METTL8P1 LINC02398 LRRC34P1 LINC02468 RERG-IT1 TIMM17BP1 MEF2BNBP1 TCP1P3 KNOP1P1 PSMC1P8 LINC02378 SLCO1B3-SLCO1B7 CENPUP2 SULT6B2P MIR4302 MIR3974 AC126468.1 chr9p23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9p23 TYRP1 MPDZ PTPRD LURAP1L LINC00583 RPS26P3 ATP5PDP3 PRDX1P1 RNU2-47P RPL3P11 PTPRD-AS2 PES1P2 IMP3P1 JKAMPP1 AKAP8P1 LURAP1L-AS1 RN7SL849P RN7SL5P LINC01235 chr7p14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7p14 HECW1 RALA GGCT VPS41 STARD3NL ANLN CDK13 AMPH ADCYAP1R1 NME8 EPDR1 AVL9 CPVL CHN2 FKBP14 PLEKHA8 NOD1 GARS1 CRHR2 MINDY4 GHRHR PPP1R17 LSM5 SFRP4 POU6F2 GLI3 PSMA2 MRPL32 BBS9 SEPTIN7 EEPD1 HERPUD2 WIPF3 INHBA FKBP9 NT5C3A SCRN1 C7orf25 AOAH PDE1C ELMO1 TBX20 KIAA0895 FAM183BP NEUROD6 RP9 BMPER MPLKIP KBTBD2 DPY19L1 SUGCT RWDD4P2 PRR15 NECAP1P1 ZNRF2 ITPRID1 MTURN HECW1-IT1 GPR141 NPSR1 LINC00265 DPY19L2P1 GARS-DT NPSR1-AS1 RNU6-1085P RNU6-438P RP9P SNORA20B MIR550A2 MIR550A1 TRGJ2 TRGJP2 TRGC1 TRGJ1 TRGJP TRGJP1 TRGV11 TRGV10 TRGV9 TRGV8 TRGV5 TRGV4 TRGV3 TRGV1 MIR550A3 HMGN2P30 RPS10P14 MIR1200 MIR548N RNA5SP229 RNU6-565P RNU6-575P TMSB4XP3 LINC01449 ELMO1-AS1 INHBA-AS1 POU6F2-AS1 RPS17P13 ZNRF2P2 NPM1P18 RPS27P16 TRGVA SEPTIN7P3 TRGV6 CICP22 SLC25A5P5 TRGC2 KRT8P20 DPY19L2P3 TRGV5P MARK2P13 SEPTIN7-AS1 RPS29P14 TCP1P1 DPY19L1P1 CPVL-AS1 NCAPD2P1 AOAH-IT1 TRGVB AC005090.1 DPY19L1P2 LINC01450 TRGV2 POU6F2-AS2 RPL7P31 CHN2-AS1 SNX2P2 S100A11P2 ZNRF2P1 NANOGP4 LINC01448 AQP1 YAE1 RN7SL505P INMT RN7SL83P RN7SL132P RN7SL496P THUMPD3P1 TRGV7 RNU6-719P RNU6-388P RNU7-35P INMT-MINDY4 TRIL MIR3943 TRG-AS1 LINC00997 LINC01176 MIR550B1 GPR141BP MIR550B2 AC007036.5 chr6q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q21 SLC22A16 REV3L FYN SEC63 METTL24 TRAF3IP2 PRDM1 ATG5 TUBE1 SESN1 OSTM1 PREP BVES WASF1 CRYBG1 SOBP NR2E1 SNX3 ZBTB24 FIG4 SLC16A10 CCN6 LAMA4 FOXO3 ARMC2 AMD1 RTN4IP1 QRSL1 MTRES1 POPDC3 CD164 AFG1L SMPD2 MICAL1 SCML4 GPR6 AK9 CDK19 GTF3C6 PDSS2 CDC40 MFSD4B BEND3 CEP57L1 PPIL6 HDAC2 RPF2 RNU6-1115P RNU6-653P RN7SKP211 RNU6-527P RNU6-957P RNU6-770P RNU6-960P RNY3P11 RNU6-1163P RNU6-117P RNA5SP211 FAM229B DDO CCDC162P LINC00222 BVES-AS1 RNU6-1144P RNU6-1226P MIR587 RNU6-1106P RNA5SP212 SNORA40C CNN2P9 KRT18P65 RPSAP43 NUDT19P3 SOCS5P5 RPL21P65 FEM1AP3 RPS27AP11 FCF1P10 RPL7P28 BRD7P4 GSTM2P1 ZNF259P1 PTCHD3P3 RPSAP45 RPL35P3 RPS24P12 FCF1P5 RPL3P7 OSTM1-AS1 LAMA4-AS1 LINC02527 MROCKI HDAC2-AS2 SUMO2P8 REV3L-IT1 LINC02526 ARMC2-AS1 LINC02541 MTHFD2P3 TRAF3IP2-AS1 LINC02518 RPL23AP50 LINC02532 LINC02836 RNU6-437P RN7SL617P RN7SL47P RFPL4B RNU6-1299P RNU6-344P CD24 MARCKS AL590009.1 chr15q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q13 APBA2 GOLGA8UP OCA2 FAM189A1 TJP1 HERC2 TRPM1 GOLGA8F CHRFAM7A MTMR10 SCG5 GREM1 OTUD7A KLF13 CHRNA7 ULK4P3 GOLGA8Q GOLGA8J GOLGA8G NSMCE3 GOLGA8R GOLGA8M FAN1 ARHGAP11A RYR3 GOLGA8O HERC2P9 RNU6-17P RNU6-18P MIR211 RNU6-466P TMCO5B LINC02249 LOC100132202 RPL5P32 GOLGA8N HMGN2P5 LOC645202 WHAMMP2 FMN1 GOLGA8K RPL41P2 UBE2CP4 TUBBP8 LINC02352 HNRNPA1P71 NCAPGP2 AC012236.1 HERC2P10 DNM1P50 ABCB10P4 ULK4P2 DNM1P30 LINC02256 GOLGA8T ULK4P1 PDCD6IPP2 DNM1P31 ABCB10P3 HERC2P11 GOLGA6L7 DNM1P32 DNM1P28 GOLGA8H MIR4509-3 MIR4509-2 RN7SL673P RN7SL539P RN7SL196P RN7SL719P RN7SL185P RN7SL238P RN7SL796P RN7SL286P RN7SL628P RN7SL469P RN7SL82P ARHGAP11B chr3q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q22 PLXND1 ACPP ATP2C1 ASTE1 PIK3CB CLDN18 PPP2R3A UBA5 TF CDV3 NPHP3 AMOTL2 PCCB ARMC8 CEP70 NEK11 MRPL3 STAG1 A4GNT ACKR4 ANAPC13 DBR1 DNAJC13 SRPRB TMEM108 RAB6B EPHB1 NCK1 DZIP1L MRAS ESYT3 FAIM TOPBP1 RYK RHO SOX14 SLC35G2 BFSP2 TRH COL6A5 TMCC1 IL20RB MSL2 KY SLCO2A1 PPIAP72 H1-8 OR7E129P NME9 CEP63 FOXL2 CPNE4 PIK3R4 NUDT16 RNU6-1284P RNA5SP142 RNA5SP140 RNA5SP141 RNU6-726P RNY3P13 FOXL2NB COL6A6 NIP7P2 RAD51AP1P1 HMGB3P13 RPL39P5 RN7SKP212 COL6A4P2 HMGB3P14 GSTO3P GAPDHP39 NCK1-DT RN7SL752P LINC01210 LINC02004 ACAD11 KRT8P36 EEF1A1P25 TDGF1P6 HSPA8P9 NDUFS6P1 NPM1P17 ATP5MC1P3 RPL23AP40 INHCAP RPL7P16 LINC02000 HMGN1P10 LINC01391 NUDT16P1 LINC02014 HMGN1P9 BCL2L12P1 ENPP7P3 NPHP3-AS1 SNORA58 IL20RB-AS1 LINC02021 BFSP2-AS1 SNRPCP8 TMEM108-AS1 OR7E21P ALG1L2 HSPA8P19 RNU6-678P RNU6-789P RNU6-1174P FAM86HP MIR5704 TMCC1-AS1 NPHP3-ACAD11 MIR6827 MIR4788 chr6q15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q15 RRAGD LYRM2 SMIM8 RNGTT GABRR2 MDN1 BACH2 CASP8AP2 CNR1 SPACA1 ANKRD6 AKIRIN2 ORC3 MAP3K7 GJA10 GABRR1 PNRC1 PM20D2 RARS2 SRSF12 GJB7 SLC35A1 UBE2J1 C6orf163 RNU6-444P RPL22P14 ST13P16 NACAP7 MTND4LP19 ACTBP8 MTCO1P56 TUBB3P1 RPL5P19 DNAJC19P6 RN7SKP110 RNU2-61P CASC6 RN7SL11P RN7SL415P RN7SL183P MTATP6P25 MIR4643 RN7SL336P MIR4464 CFAP206 AL353135.2 chr4q31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q31 GATB ARHGAP10 MGST2 ELF2 NDUFC1 UCP1 TBC1D9 ZNF330 INPP4B GAB1 TRIM2 FBXW7 SH3D19 SLC10A7 TMEM131L MND1 FHDC1 TLR2 MGARP TTC29 SETD7 SFRP2 RPS3A RNF175 NOCT MMAA ZNF827 POU4F2 EDNRA NR3C2 SCOC CLGN SMARCA5 NAA15 IL15 FAM160A1 ARFIP1 HHIP ANAPC10 ABCE1 OTUD4 LSM6 TMEM184C PRMT9 TIGD4 TMEM154 RNF150 GYPA USP38 SMAD1 DCLK2 FGA FGB PLRG1 RAB33B H3P16 ELMOD2 PPP1R14BP3 MAB21L2 FREM3 ZBTB8OSP1 PRSS48 MAML3 SCOC-AS1 DCHS2 GYPE LRBA RNU6-1285P RNU6-1214P SNORD73B RN7SKP237 RNA5SP166 RNA5SP167 MGAT4D RNU6-1074P RNU6-1230P RNY1P14 RNU1-44P SNORD73A ANXA2P1 MIR548G RN7SKP235 ATP5MGP4 FAM192BP IQCM AK4P6 GUSBP5 C4orf51 RNU7-194P RNU7-197P RN7SL254P RN7SL382P RPS23P4 RPL14P3 RN7SL152P RPL5P13 RPSAP36 RN7SL419P RN7SL446P SMARCA5-AS1 LINC02273 WDR45P1 LINC02355 NMNAT1P4 LINC01095 LINC02432 HHIP-AS1 PRMT5P1 AC107074.1 HSPD1P5 NCOA4P3 FTH1P24 TNRC18P1 NDUFB4P9 AC097375.2 LINC02276 LINC02430 GYPB KRT18P51 SMAD1-AS2 REELD1 LSM3P4 SMAD1-AS1 AC097375.3 GTF2F2P1 RTN3P1 ASS1P8 AKIRIN2P1 FAM160A1-DT LINC02507 RNU6-1196P RN7SKP253 RNU6-506P RNA5SP168 RNU6-531P RNU6-1282P RNA5SP165 RN7SKP35 RNA5SP169 MIR4799 MIR3140 MIR3139 RN7SL311P MIR4453HG FBXW7-AS1 LINC02266 MIR7849 MIR4453 chr3q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q12 TBC1D23 DCBLD2 ST3GAL6 ZBTB11 IMPG2 PCNP NIT2 TFG RPL24 SENP7 NFKBIZ COL8A1 NXPE3 ADGRG7 TOMM70 ABI3BP FILIP1L ZPLD1 TRMT10C FAM172BP TMEM45A CEP97 CMSS1 RNU6-461P RNY1P12 RNU6-865P LNP1 RNU6-26P RNU6-1263P LINC02085 TMEM30CP ST3GAL6-AS1 LINC00973 ACTG1P13 ZNF90P1 ACTR3P3 GMFBP1 VTI1BP1 PDCL3P4 WWP1P1 PDLIM1P4 RNU6-1256P ZBTB11-AS1 MIR3921 DUSP12P1 chr13q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q22 MYCBP2 FBXL3 KLF5 ACOD1 CLN5 BTF3P11 KLF12 UCHL3 TBC1D4 LMO7 SCEL EDNRB SLAIN1 KCTD12 LMO7DN COMMD6 RNU6-79P RNU6-66P RNY3P3 RNU4-10P RNY1P5 RNY1P8 RNY3P7 RNU6-38P CTAGE11P LMO7DN-IT1 LINC01078 SCEL-AS1 ELOCP23 LINC00393 LINC01034 EDNRB-AS1 RIOK3P1 LINC00381 SSR1P2 SPTLC1P5 DHX9P1 LINC00392 LINC00446 MYCBP2-AS2 MARK2P12 RPL31P54 FAM204CP PSMD10P3 RPL21P108 RPL7P44 OBI1-AS1 LINC00402 MYCBP2-AS1 LINC01069 LINC00347 FABP5P1 RN7SL810P RN7SL571P LMO7-AS1 LINC00561 MIR3665 SRGNP1 AL450447.1 AL353660.1 chr15q15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q15 RAD51 LTK TP53BP1 TYRO3 WDR76 CAPN3 SNAP23 RPAP1 EHD4 TMEM87A ZNF106 TGM5 BMF DNAJC17 RHOV VPS18 OIP5 EIF2AK4 TTBK2 ELL3 CCDC32 INO80 DLL4 IVD KNSTRN CHAC1 CTDSPL2 MAPKBP1 NUSAP1 NDUFAF1 KNL1 HAUS2 RTF1 TUBGCP4 RMDN3 ITPKA PLCB2 TMEM62 PAK6 SPTBN5 GCHFR MFAP1 SERF2 ZSCAN29 SRP14 BAHD1 DISP2 CDAN1 BUB1B FAM92A1P1 PLA2G4D STARD9 UBR1 TGM7 GPR176 RPUSD2 ZFYVE19 PPP1R14D SPINT1 CASC4 CATSPER2 STRCP1 VPS39 CCNDBP1 EPB42 MAP1A PDIA3 PPIP5K1 ADAL LCMT2 PLA2G4F JMJD7-PLA2G4B CHST14 FRMD5 MGA C15orf56 EXD1 LRRC57 SERINC4 ACTBP7 CHP1 PLA2G4E C15orf62 CCDC9B RNA5SP393 RNU6-1169P RNU6-188P RNU6-353P CATSPER2P1 RPS3AP47 RNU6-354P RNU6-610P MIR627 MIR626 GANC MIR1282 RNU6-554P RNU6-516P CKMT1A GAPDHP55 PDIA3P2 PIN4P1 ANKRD63 PHGR1 CKMT1B RN7SL497P HYPK STRC PLA2G4B JMJD7 RN7SL487P RAD51-AS1 PLA2G4E-AS1 GPR176-DT OIP5-AS1 SRP14-AS1 RNA5SP392 FDPSP4 BUB1B-PAK6 PLCB2-AS1 INAFM2 HNRNPMP1 H3P38 ISCA1P4 BMF-AS1 INO80-AS1 CYCSP2 ELOCP2 EHD4-AS1 EIF4EBP2P2 MYL12BP1 BNIP3P5 KRT8P50 AC016134.1 SPCS2P1 SPINT1-AS1 ATP5PDP1 MIR4310 RN7SL376P SUMO2P15 chr3p26 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p26 TRNT1 IL5RA CRBN BHLHE40 ARL8B EDEM1 CNTN6 CHL1 SUMF1 CNTN4 ITPR1 SETMAR LRRN1 RPL23AP38 GRM7 RPL21P17 RPL23AP39 RN7SKP144 LINC01986 UBTFL8 CHL1-AS2 LINC01266 DNAJC19P4 GRM7-AS3 CNTN4-AS2 PNPT1P1 RNF10P1 HINT2P1 ITPR1-DT RPS8P6 CRB3P1 MRPS10P2 CHL1-AS1 BHLHE40-AS1 EGOT MRPS36P1 GRM7-AS1 GRM7-AS2 CNTN4-AS1 RPSAP32 RN7SL553P RN7SL120P RNU6-1194P MIR4790 chr17q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17q12 LASP1 LIG3 AP2B1 CACNB1 NLE1 FNDC8 RFFL RPL19 FBXL20 ASIC2 CCL7 CCL2 CCL8 CCL1 PEX12 MED1 RPL23 STARD3 PPP1R1B CCT6B UNC45B ERBB2 GRB7 MIEN1 PNMT ARL5C STAC2 SLFN13 PLXDC1 PGAP3 SLC35G3 SLFN5 CDK12 NEUROD2 SLFN12 CCL11 SLFN11 TCAP TMEM132E CCL13 RAD51D C17orf102 ZNF830 SNORA21 FBXO47 SLFN12L SNORD7 LRRC37A11P RNU6-233P TLK2P1 SLFN14 RNA5SP438 SNORA21B RNU6-840P TOMM20P2 TBC1D3G LINC01989 RDM1P5 LINC00672 MIR4728 LINC02079 E2F3P1 SNHG30 HEATR9 TAF15 GAS2L2 C17orf50 RASL10B LRRC37A9P MMP28 CCL5 TBC1D3K CWC25 EPOP ZNHIT3 MIR4726 LHX1 MIR4727 RNA5SP439 SOCS7 TBC1D3H TBC1D3D NPEPPSP1 TBC1D3L RNU6-866P TBC1D3 MIR378J TBC1D3J RNA5SP526 CCL23 TBC1D3B TBC1D3I MLLT6 HMGB1P24 SYNRG CCL16 MIR4734 CCL4 CCL18 HNF1B C17orf98 CCL15-CCL14 AATF CCL15 LYZL6 ARHGAP23 TBC1D3F RN7SL301P DUSP14 RNA5SP440 CCL4L2 CCL3L3 TADA2A PIP4K2B MIR2909 CCL14 YWHAEP7 RNU6-1192P MIR6779 PIGW PCGF2 LHX1-DT RNU6-489P SRCIN1 GPR179 CCL3 PSMB3 CISD3 RDM1 DDX52 MYO19 TBC1D3C GGNBP2 C17orf78 DHRS11 ACACA TBC1D3E MRM1 MRPL45 chr11p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11p12 TTC17 LRRC4C API5 RAG1 C11orf74 RAG2 TRAF6 RNU6-99P RPL7AP56 HNRNPKP3 RNU6-365P LINC02760 LINC01493 LRRC6P1 LINC02740 LINC01499 LINC02759 LINC02745 LINC02741 chr7p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7p12 ZPBP GRB10 COBL FIGNL1 DDC TNS3 HUS1 C7orf69 LINC00525 IGFBP3 IGFBP1 PKD1L1 SPATA48 ADCY1 SUN3 C7orf57 ABCA13 UPP1 IKZF1 VWC2 RNU1-14P RNU6-1091P RNU6-326P LINC01446 RNU6-241P SEPTIN7P2 CDC14C C7orf65 POM121L12 TTC4P1 RN7SKP218 RNU2-29P AC004870.2 GNL2P1 HMGN1P19 ZNF619P1 DDC-AS1 CICP17 HAUS6P1 AC009468.1 GDI2P1 ROBO2P1 RPL7L1P2 FTLP15 SGO1P2 HAUS6P3 CICP20 LINC01447 MRPL42P4 RN7SL292P EPS15P1 DDX43P2 RNF138P2 RAC1P9 GTF2IP13 CCDC201 LINC02838 chr19q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr19q13 HSPB6 ARHGAP33 LGALS14 PAF1 MARK4 CEACAM21 TRAPPC6A CEACAM7 PGLYRP1 GIPR FUZ DPF1 PLAUR QPCTL PPP5C ZBTB32 TYROBP ERCC1 CD22 PSMC4 ZNF582 SLC7A9 NLRP2 EHD2 POU2F2 PNKP AP2S1 ZNF112 POLD1 SLC6A16 BICRA SPHK2 RPL18 CA11 ISOC2 U2AF2 EPN1 MED29 SIRT2 BCL3 PVR XRCC1 TEAD2 WDR62 GPATCH1 ARHGEF1 SNRPA EXOSC5 CEACAM1 CIC LIPE PAFAH1B3 PTPRH SLC27A5 ZNF324 ZNF671 ZNF416 ZNF586 ZNF446 ZNF264 RPS5 ITPKC CEACAM6 MYBPC2 PPP1R15A HSD17B14 FTL BAX SULT2B1 CNOT3 GP6 FXYD5 ZNF302 GRAMD1A FXYD3 LTBP4 BLVRB STRN4 FLT3LG PLEKHG2 DLL3 NAT14 IL11 MZF1 KCNK6 CATSPERG PSMD8 KCNN4 TULP2 NUCB1 DHDH GYS1 MAP4K1 CGB2 ECH1 HNRNPL NFKBIB LHB CGB3 SARS2 KCNA7 SNRNP70 CLPTM1 RELB CLASRP LIN7B PPP1R37 FCGRT PIH1D1 CKM PPP1R13L ERCC2 SLC17A7 KLC3 CD37 DKKL1 DMPK RSPH6A TBC1D17 IL4I1 PTOV1 NOVA2 KIR3DX1 LILRB1 MED25 LILRA1 CCDC61 TNNT1 VRK3 PPP6R1 ZNF419 AURKC PDCD5 ANKRD27 RPS16 TIMM50 LGALS13 FBL DYRK1B CLC CNTD2 GPI AKT2 PLD3 PRX NUMBL TBCB POLR2I OVOL3 CLIP3 SLC1A5 PRKD2 APLP1 CCDC9 HNRNPUL1 BBC3 TGFB1 DMAC2 CEACAM4 MYH14 SIGLEC8 CD79A LIM2 RPS19 NOP53 NKG7 ETFB CD33 CEACAM5 CRX SULT2A1 NAPA RABAC1 ATP1A3 MEIS3 CNFN MEGF8 KDELR1 CYTH2 GRWD1 GRIN2D SYNGR4 CLEC11A CCDC114 CARD8 LIG1 SIGLEC6 ZNF175 PLA2G4C SIGLEC5 CABP5 HAS1 DBP FAM83E RASIP1 FGF21 BCAT2 PLEKHA4 PPP2R1A CACNG7 LILRB5 LENG1 PRPF31 TFPT UPK1A ETV2 ATP4A TMEM147 GAPDHS MAG HAMP USF2 LSR HPN SCN1B ERF GSK3A ZNF574 GRIK5 SIPA1L3 ETHE1 CADM4 SMG9 UBE2S RPL28 CD3EAP ZNF541 SLC8A2 KPTN ZBTB45 ZFP30 CEP89 ZNF549 A1BG ZSCAN18 ZNF211 B9D2 COQ8B ZNF137P PEPD CHST8 HIF3A ZNF576 IRGC ZNF45 LYPD3 PSG8 CEACAM8 KIR2DL1 PPP1R12C MBOAT7 FOSB OPA3 SNRPD2 RTN2 EML2 VASP SYMPK LRFN3 IGFLR1 CAPNS1 PDCD2L GPR42 RBM42 KIRREL2 UBA2 FFAR2 HCST FFAR1 COX6B1 BCL2L12 IRF3 PRMT1 RRAS PRRG2 SCAF1 PRR12 TSKS PRKCG ZNF835 ZNF780B LRFN1 ZFP36 MRPS12 KLK14 SIGLEC9 KLK10 KLK8 SYT5 TNNI3 NECTIN2 APOE TOMM40 APOC1 FAM98C ACTN4 CACNG6 HRC TRPM4 CYP2G1P PAK4 CHMP2A UBE2M TRIM28 TMEM160 ZC3H4 NPAS1 GMFG MAP3K10 ZNF331 SLC7A10 LRP3 EPS8L1 LILRB2 ZNF227 ZNF428 TEX101 KCNC3 NAPSA NAPSB NR1H2 LRRC4B AC005261.1 ZSCAN5A ZNF132 USP29 RHPN2 FAAP24 KMT5C HSPBP1 DHX34 C5AR2 ZIM3 DMRTC2 CCDC97 TMEM91 ZFP14 EMP3 SAE1 NTN5 LMTK3 GEMIN7 CBLC WTIP ERVK3-1 NLRP12 CACNG8 ZNF787 GPR32 SIGLEC10 ACP4 KLK3 ZNF473 FAM71E1 RPS11 PTH2 RPL13A CTU1 NOSIP IGLON5 RCN3 ZNF614 ZNF547 ZNF773 ZNF776 AC010326.1 ZSCAN1 ZNF837 CEBPG KCTD15 ZNF599 LGI4 LYPD5 ZNF230 ZNF222 ZNF221 ZNF233 ZNF235 ARHGAP35 PTGIR CALM3 CLDND2 ZNF761 C19orf47 HIPK4 SHKBP1 RDH13 AC020929.1 BRSK1 COX6B2 TMEM190 NLRP4 DEDD2 FBXO27 DMKN U2AF1L4 NPHS1 THAP8 COX7A1 ZNF382 ZNF577 TMEM143 CCDC155 ALDH16A1 SIGLEC11 SIGLEC16 IZUMO2 EMC10 JOSD2 SHANK1 BIRC8 WDR88 KIAA0355 ZNF606 ZNF667-AS1 IRGQ ZNF226 ZNF180 GNG8 ZNF610 ZNF528 ZNF701 SERTAD3 RAB4B PROSER3 CYP2S1 AXL NFKBID TMC4 LAIR1 TTYH1 LENG8 CDC42EP5 LAIR2 TMEM145 ZNF526 KIR3DL1 NLRP7 ZNF146 ZNF283 PPP1R14A SPINT2 C19orf33 YIF1B DNAAF3 ZNF444 C19orf48 KLK1 KLK4 KLK2 KLK5 KLK6 KLK11 KLK13 ZNF83 ZNF30 ZNF507 SIGLEC7 KLK7 ATF5 CPT1C ELSPBP1 CCDC8 IRF2BP1 FOXA3 ZNF296 PSG6 LILRP2 RPS9 TSEN34 NDUFA3 OSCAR ZNF160 ZNF415 CEACAM3 FPR2 FPR1 SIGLEC17P ZNF581 ZNF524 NLRP5 RAB4B-EGLN2 ZNF584 ZNF274 ZIK1 LGALS4 RASGRP4 WDR87 ZNF540 ZNF570 ZNF417 NLRP13 CCDC106 TDRD12 TTC9B KLK15 ZNF497 VN1R6P FUT1 ZNF613 MYPOP ZNF404 ZNF135 EID2 EID2B ZNF575 PHLDB3 ZNF285B MAMSTR FUT2 C19orf18 SIX5 FBXO46 B3GNT8 SPACA4 PPFIA3 GPR4 FAM187B ZNF114 VN1R1 ZNF543 ZNF223 DPY19L3 TPRX1 LGALS7B ZNF552 SELENOW EIF3K SAMD4B GGN SIGLECL1 NLRP8 SYCN MYADM NKPD1 NLRP11 ZNF154 ZNF784 FIZ1 SSC5D FAM71E2 TMEM150B TMEM86B ZNF816 LINC01869 ZNF571 ZSCAN4 ZNF792 ZFP82 FKRP SYNE4 ZNF875 ZNF329 PNMA8A IZUMO1 SPACA6 ZSCAN22 KCNJ14 IFNL1 CAPN12 ZNF320 RUVBL2 ZNF530 PSG9 IFNL2 ACP7 ZSWIM9 NLRP9 DMWD ZNF829 FFAR3 RPS4XP21 ZNF566 ZNF529 ZNF284 LILRP1 ZNF749 ZNF17 RGS9BP FCAR KLK12 CEACAM19 VSIG10L LILRB4 SELENOV LILRA5 ZNF546 BCAM FPR3 PRR13P5 SBK2 SHISA7 RINL ZNF793 ZNF383 IGFL1 BSPH1 PRR19 NANOS2 C19orf54 NCCRP1 KRTDAP IGFL3 SPRED3 ZNF548 SBSN KIR2DL4 ZNF567 CGB5 VSTM1 BLOC1S3 ZNF573 ZNF527 ZNF600 FAM90A27P CXCL17 NCR1 VN1R2 ZNF766 RYR1 SUPT5H ZNF471 ZNF836 CGB7 ZNF565 ZNF781 ZNF765 ZNF569 ZNF418 ZFP28 AP2A1 ZNF585A ZNF470 SERTAD1 ZNF420 IFNL3 ZNF772 ZSCAN5B DACT3 C5AR1 CYP2B6 CYP2F1 ZNF628 GALP ZNF665 KLKP1 ZNF841 ZNF615 ZNF460 ZNF780A ZNF461 CYP2A13 ZNF181 ZNF790 ZNF677 ZNF347 ZNF71 ZNF667 CYP2A7 ZNF649 ZNF544 ZNF607 PEG3 ZNF813 ZNF583 ZNF568 ZNF480 ZNF587 ZNF808 ZNF28 ZNF534 MIRLET7E MIR371A MIR372 MIR373 RNU6-222P SNORD33 RNU6-924P SNORD35A RNU6-698P SNORD35B RNA5SP472 SNORA68B SNORD32A RN7SKP22 SNORD34 ZNF525 ZNF814 ZNF551 ZNF805 ZSCAN5C LILRB3 DPRX ZNF468 ZNF616 ASPDH AKT1S1 PNMA8B IGFL2 IGFL4 ZNF155 CD177P1 CD177 PSG5 ERICH4 LGALS7 SDHAF1 PSENEN SCGB2B2 LINC01531 RNU6-841P RNU6-945P RNU6-317P RNU6-611P RNU6-140P MIR521-2 MIR99B MIR526B MIR520A MIR520E MIR515-2 MIR515-1 MIR516A2 MIR526A1 MIR641 MIR521-1 MIR512-2 MIR512-1 MIR518A2 MIR518F MIR525 MIR520B MIR517A MIR520D MIR520C MIR516A1 MIR642A MIR150 MIR519C MIR520G MIR518A1 MIR519E MIR519B MIR517B MIR517C MIR520H MIR518B MIR498 MIR516B2 MIR516B1 MIR527 MIR519D MIR518E MIR519A1 MIR643 MIR125A MIR320E MIR526A2 MIR769 RNU6-1307P RPS15AP36 VN2R17P ZNF580 ZNF611 KLK9 SYT3 NUP62 CGB8 RPL23AP80 CENPBD1P1 ZNF134 ZNF888 ZNF845 ZNF321P CEACAM18 PPM1N CEACAM16 LIPE-AS1 CYP2A7P1 LEUTX MSRB1P1 NUDT19 APOC1P1 IGSF23 ZNF579 SNORD88C MIR1323 SNORD88A SNORD88B MIR1283-1 MIR1283-2 SNORD23 PSG3 ZNF816-ZNF321P PSG7 C19orf73 ZNF880 FXYD7 KIR2DS4 RN7SKP109 RNU6-195P RFPL4A ADM5 RPL36P16 LILRB1-AS1 LINC01766 APOC4-APOC2 LINC01529 PSG8-AS1 NTF4 LINC01534 UPK1A-AS1 LINC01535 LENG8-AS1 SRRM5 CEACAMP7 HPN-AS1 MYADM-AS1 VN1R4 PPIAP59 SEPTIN7P8 RFPL4AL1 VN1R96P PPP5D1 CEACAMP9 CEACAMP2 CEACAM22P CEACAMP4 SBK3 CEACAMP5 PSG1 RPL21P131 LINC00665 SEC1P TMEM238 ZNF529-AS1 CYP2T1P CEACAMP1 PINLYP APOC2 C19orf81 NUCB1-AS1 SUMO1P4 VN2R19P CEACAMP11 TMEM147-AS1 CEACAMP8 CYP2F2P BHMG1 HMGN1P32 CEACAMP6 RPS26P55 RPS4XP23 RPS29P26 ALKBH6 CEACAMP3 RN7SL34P RPL39P36 RN7SL368P LILRA4 RPL31P60 LILRA2 ZNF542P RPS29P27 KIR3DL2 RN7SL150P TPM3P9 CEACAMP10 RN7SL836P RN7SL566P KIR3DL3 PSG2 RPL39P34 RPS12P31 RN7SL789P KIR2DP1 RN7SL317P RPS16P9 ZNF702P VN1R105P PSG11 PSG4 RPS10P28 RPL31P61 RPL7P51 RN7SL364P RPS29P25 RN7SL526P RPL37P23 KIR2DL3 RPS3AP50 RN7SL402P RPL9P33 RPS29P24 LILRA6 DACT3-AS1 ZNF585B CEBPA BCKDHA PSG10P TARM1 ZNF807P HAUS5 GAPDHP38 ZNF324B VN1R104P LGALS16 RPS4XP20 TPM3P6 PRODH2 ZNF345 ZNF550 RNU6-803P RNU6-982P RNU6-1041P RNU6-751P RNA5SP473 RNU6-1337P RNU6-980P RNU6-165P RNU6-902P RNU4-60P ZNF260 SIGLEC14 SIGLEC12 RFPL4AP1 CYP2A6 TRAPPC2B ZNF432 AC021092.2 CYP2B7P ZNF350 RPL29P33 LSM14A INAFM1 ZNF578 DUXA TPRX2P LINC01595 TGIF1P1 ZNF865 MIA GFY CCER2 FAM187B2P C19orf84 ZNF234 KIR3DP1 RN7SL154P RN7SL491P RN7SL718P MIR4752 RN7SL525P MIR3190 RN7SL693P MIR4324 RN7SL708P MIR4749 MIR4323 MIR4530 MIR4754 AKR1B1P7 ZNF793-AS1 FXYD1 NTF6A ZNF850 CTBP2P7 NTF6G PCAT19 TYMSP2 LINC01782 ZNF790-AS1 AC020928.1 CEBPA-DT SELENOKP1 EIF5AP3 GEMIN7-AS1 DM1-AS AC005498.2 ZNF582-AS1 APOC4 ZNF571-AS1 LINC01837 ZNF285 LINC01864 NDUFA3P1 CGB1 ZNF224 NTF6B AC002116.2 EDDM13 EML2-AS1 LINC01801 LINC01533 SLC25A36P1 LIN37 NDUFV2P1 MZF1-AS1 ZNF460-AS1 ZSCAN5DP CARD8-AS1 PTOV1-AS1 ERFL NAPA-AS1 OR5AH1P ZNF649-AS1 CYP2G2P NIFKP6 SMIM17 ZNF114-AS1 EEF1A1P7 IGFL1P2 RPS29P30 SIGLEC29P LINC02560 LINC01872 SIGLEC20P RPL7AP69 IFNL3P1 AC020915.3 CYP2T3P VN1R107P SIGLEC18P IGFL2-AS1 MIMT1 LETM1P2 COX6CP7 SCGB1B2P SIGLEC31P SIGLEC22P IGFL1P1 A1BG-AS1 ERVV-2 MIA-RAB4B DNAJC19P3 SLC6A21P LINC01838 TPRG1LP1 FAM90A28P HNRNPA1P52 FBXO17 ZNF350-AS1 SIGLEC21P DNAJC19P2 FKBP1AP1 ZNF587B PTOV1-AS2 SPIB PLA2G4C-AS1 ERVK9-11 ERVV-1 GPR32P1 HNRNPMP2 SIGLEC27P TDGF1P7 RPL12P41 NOP53-AS1 ZIM2 DPPA5P1 ZIM2-AS1 PLEKHA3P1 BICRA-AS1 SCGB2B3P ZNF528-AS1 RNF225 EGLN2 SPACA6P-AS LINC01480 HNRNPDLP4 CHCHD2P3 ZNF30-AS1 IFNL4P1 KMT2B IFNL4 LYPD4 CEACAM20 MIR6798 MIR5088 MIR6801 RN7SL663P LENG9 FCGBP MIR6804 MIR6796 MIR6088 MIR7975 MIR6807 MIR6799 RN7SL322P MIR6797 PNMA8C MIR8077 MIR6806 MIR8061 MIR6719 ZNF8 MIR6803 ZNF229 MIR6802 MIR8074 MIR642B MIR524 MIR518D MIR523 MIR518C AC005622.1 MIR520F C19orf85 EXOC3L2 MIR4531 MIR522 PMIS2 MIR4751 MIR6805 MIR5196 MIR6887 MIR6800 MIR8085 MIR519A2 MIR4750 MIR3191 MIR330 MIR371B MIR935 AC011462.5 chr16p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16p12 NDUFAB1 ACSM3 REXO5 GDE1 CACNG3 TMEM159 KIAA0556 POLR3E THUMPD1 ACSM2B GTF3C1 IL4R PALB2 TNRC6A LYRM1 ZP2 CRYM EEF2K UBFD1 EARS2 GGA2 AQP8 USP31 XYLT1 IL21R SYT17 TMC5 CCP110 VPS35L KNOP1 HS3ST2 RBBP6 AC008870.1 RPS15A UQCRC2 CDR2 IGSF6 ARHGAP17 ZKSCAN2 KDM8 PDZD9 OTOA SMG1 SNX29P1 DNAH3 SLC5A11 PRKCB ACSM1 SCNN1G DCTN5 PLK1 CHP2 COQ7 GPRC5B COG7 SCNN1B XPO6 GSG1L NSMCE1 NPIPB3 PDILT UMOD GP2 TMC7 ARL6IP1 IQCK VWA3A ANKS4B GPR139 SMG1P3 HS3ST4 ACSM5 ACSM2A SDR42E2 APOBR NOMO2 SMG1P4 MOSMO NPIPB4 DCUN1D3 SBK1 CLN3 CRYM-AS1 ERI2 METTL9 NPIPB6 RNA5SP405 RNY1P10 RNU6-944P EIF3CL LCMT1 ITPRIPL2 RNU6-196P RNU6-1340P RNU6-1005P RNU6-1241P RNU6-159P NPIPA8 RNU4-46P LINC01567 SNRPEP3 RPL7P47 HMGN2P3 MFSD13B AC009158.1 NPIPA9 NPIPB7 C16orf82 LINC02195 HSPE1P16 SMG1P1 RNU7-24P NPIPB5 NSMCE1-DT RRN3P1 GAPDHP35 PKD1P5 ABCC6P1 RRN3P3 OTOAP1 SLC7A5P2 AC010601.1 IL21R-AS1 LCMT1-AS2 SUB1P4 LINC2194 LCMT1-AS1 TPRKBP2 CYCSP39 ACSM5P1 LINC02129 CDC37P2 AC127459.2 CLEC19A EEF1A1P38 LINC02191 LARP7P2 LINC02175 MIR548W MIR3680-1 MIR3670-3 RN7SL557P MIR3180-3 MIR3179-3 SCML2P2 MIR6511A4 MIR3670-4 MIR1273H ZKSCAN2-DT MIR6770-3 MIR6862-1 MIR3179-4 RN7SKP23 LINC02858 chr1q32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q32 CAMK1G TRAF3IP3 HHAT ATP2B4 ZC3H11A PACC1 PPP2R5A NUCKS1 PLXNA2 UBE2T PPP1R12B CACNA1S PKP1 SERTAD4 TRAF5 NR5A2 KIF21B TMEM9 KDM5B KLHL12 RBBP5 CDK18 RAB29 CR2 CD46 HSD11B1 IRF6 UTP25 RCOR3 NEK2 NENF NSL1 PROX1 KIF14 TNNT2 DDX59 CAMSAP2 FMOD MYOG LAX1 LPGAT1 BATF3 G0S2 PFKFB2 C4BPA C4BPB CHI3L1 MYBPH PIK3C2B DSTYK CHIT1 SLC41A1 LGR6 TMCC2 NAV1 TIMM17A IL10 RPS6KC1 IL19 SYT14 KCNH1 DTL DYRK3 EIF2D INTS7 VASH2 SMYD2 REN SOX13 ETNK2 PPFIA4 PLEKHA6 PTPN7 SYT2 ARL8A LINC00467 PPP1R15B ELK4 SLC45A3 LAD1 TNNI1 CSRP1 ADIPOR1 CYB5R1 BTG2 ZNF281 C1orf74 FLVCR1 FAM71A ATF3 KLHDC8A PM20D1 C1orf147 MAPKAPK2 IL20 IL24 FCMR PIGR FCAMR INAVA IGFN1 LMOD1 ELF3 TMEM183A ADORA1 NFASC NUAK2 GPR37L1 GPR25 LRRN2 SLC30A1 KISS1 CD34 PHLDA3 SLC26A9 MFSD4A TMEM81 GOLT1A ANGEL2 RNPEP LINC00303 YOD1 SNRPE C1orf116 RABIF CNTN2 MGAT4EP SPATA45 LEMD1 OPTC PRELP CTSE CD55 FAM72A LAMB3 CR1L AVPR1B FLVCR1-DT RD3 MDM4 IPO9 SHISA4 MIR135B RNU6-778P RNA5SP74 RNU6-501P RNU5A-8P RNU6-704P SNORA16B RNU6-487P RNU6-609P RNU6-716P TATDN3 SERTAD4-AS1 MIR29B2CHG CR1 LINC00862 SNORA70H RNU6-418P MIR181A1 MIR181B1 RPL21P28 MIR1231 SNORA77 RPS10P7 C4BPAP1 LINC02771 IPO8P1 LEMD1-DT FDPSP8 RPL23AP18 RPL22P4 ATP5MC2P1 SLC25A39P1 LEMD1-AS1 LINC02608 CDCA4P3 CRIP1P3 HSD11B1-AS1 LINC01693 RPS26P13 LINC01696 LINC01740 ST13P19 RPL23AP16 PCAT6 RPL31P13 CYCSP4 LPGAT1-AS1 MIR181A1HG HNRNPA1P59 PROX1-AS1 ERLNC1 MIR205HG RPL34P6 LINC01353 LINC01698 LINC02789 IPO9-AS1 ASCL5 C4BPAP2 LINC01717 HSPE1P6 MROH3P LINC01222 LINC01136 CCNQP1 CDCA4P4 KCNH1-IT1 ELF3-AS1 MGAT4FP SNRPGP10 LINC01221 ADORA2BP1 KRT8P29 NPM1P40 SNX25P1 LINC01774 CBX1P3 DYRK3-AS1 LINC02773 RPL10P4 ARPC3P2 RN7SL344P PTPRVP CD46P1 RNA5SP75 RNU6-570P RN7SKP98 RNU2-19P ZBED6 LINC02769 DDX59-AS1 LINC01735 IKBKE RHEX MIR3122 MIR5191 SRGAP2 RASSF5 LARP7P1 RNU6-89P RNA5SP534 MIR6740 RAB7B MIR6739 MIR6769B LINC00628 BLACAT1 LINC00538 LINC02775 MIR4260 MIR29B2 MIR29C LINC02767 MIR205 chr8p23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8p23 MYOM2 FDFT1 ANGPT2 ERI1 MTMR9 ERICH1 ARHGEF10 BLK GATA4 FAM86B2 MCPH1 MFHAS1 FBXO25 TDH FAM167A NEIL2 LONRF1 AGPAT5 CTSB DEFA5 DEFA4 DEFA6 DEFB1 SPAG11B LINC00208 XKR6 SOX7 C8orf74 DEFB4A ZNF596 TNKS PPP1R3B FAM86B3P MSRA OR4F21 KBTBD11 DEFB104A DEFB103A DEFB104B DEFB103B DEFB4B OR7E125P OR7E8P SLC35G5 SPAG11A TDRP FAM87A CLN8 CSMD1 RP1L1 FAM167A-AS1 PRSS55 FAM86B1 DEFB105A DEFB107A DEFB106A DEFB105B DEFB106B DLGAP2 DEFB107B RNU6-1084P RNU6-682P RNU6-526P FAM90A2P DEFB134 DEFB135 DEFB136 DEFB109C OR7E161P DEFB109B DEFA7P DEFA1 RNU6-729P RNU6-1151P MIR598 MIR597 MIR596 RNA5SP252 RPS3AP33 ZNF705CP ZNF705D FAM90A24P ZNF705B DEFB108C ZNF705G FAM90A5P FAM66B DEFT1P MIR548I3 RNA5SP251 RN7SKP159 USP17L2 RPL23AP53 DEFA8P FAM90A13P USP17L3 FAM66E USP17L7 OR7E96P SUB1P1 FAM66A RPS3AP30 DEFB108A FAM90A15P SNRPCP15 USP17L1 DEFT1P2 DEFB130A DEFB130B FAM90A11P FAM90A3P OR7E157P DEFA9P FAM90A20P DEFA10P RPL10P19 DEFA11P FAM90A21P USP17L4 LINC00529 USP17L8 DEFB131D RNU7-55P RPL19P13 DEFA3 DEFA1B RPL23AP54 RN7SL318P DEFB109A RN7SL293P RPS3AP34 RPS3AP35 LOC101929290 FAM90A6P FAM90A4P ENPP7P1 ALG1L11P MCPH1-AS1 RPL23AP96 ALG1L12P FAM90A25P RNA5SP253 RNA5SP254 LINC00599 DLGAP2-AS1 WBP1LP3 PRSS51 KBTBD11-OT1 FAM85B CLDN23 ALG1L13P PINX1 FAM90A12P PAICSP4 SNRPCP17 DEFB131E ENPP7P12 HSPD1P2 DEFB108E SNRPCP6 DEFB131C OR7E154P OR7E10P DEFB109D OR7E15P OR7E158P FAM66D HSPD1P3 PRR23D1 PRR23D2 C8orf49 SEPTIN14P8 LINC00681 DEFB108D ENPP7P6 MIR4660 RN7SL178P MIR4286 MIR5692A2 MIR4659A MIR3926-1 MIR7160 PRAG1 XKR5 MIR8055 MIR1322 MIR4659B MIR3926-2 MIR3674 MIR124-1 chr2p15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p15 MDH1 XPO1 USP34 CCT4 EHBP1 OTX1 WDPCP PUS10 PEX13 KIAA1841 UGP2 FAM161A B3GNT2 COMMD1 AHSA2P TMEM17 SNORA70B RNU6-1145P RPS29P10 RPS24P7 HNRNPA1P66 RPS4XP5 RSL24D1P2 PSAT1P2 C2orf74 RN7SL51P RN7SL18P DBIL5P2 RPSAP26 MIR5192 AC016747.2 chr18q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr18q12 DSG2 MOCOS PIK3C3 CELF4 RNF125 NOL4 TTR B4GALT6 SYT4 SLC14A2 DSC2 DSG3 RNF138 ELP2 DSG1 DSC3 DSC1 DTNA FHOD3 TPGS2 SLC39A6 RPRD1A C18orf21 GALNT1 ASXL3 MEP1B SLC25A52 GAREM1 SLC14A1 KIAA1328 RIT2 SETBP1 TRAPPC8 INO80C CCDC178 MAPRE2 CDH2 ZNF24 DSG4 RPL7AP66 ZNF396 ZNF397 ZSCAN30 SIGLEC15 KLHL14 RNA5SP453 RN7SKP44 RNA5SP455 RNU6-167P MIR187 RNU6-1242P HNRNPA1P7 RNU6-1050P RN7SKP182 RPL12P40 RNU6-857P RNU6-408P RNU6-706P RNA5SP454 ZNF271P WBP11P1 LINC01477 DSG2-AS1 LRRC37A7P PGDP1 CLUHP6 MIR3929 DSCAS MIR4319 MIR5583-1 ARIH2P1 MIR4318 DSG1-AS1 LOC112268408 SLC14A2-AS1 LINC01478 MIR924HG LINC01901 AC120049.1 KRT8P5 LINC00907 NPM1P1 RPL17P45 NRBF2P1 MLECP1 MIR302F LINC01902 MIR3975 MIR924 MIR5583-2 AC117569.2 chr17p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17p13 CAMKK1 DVL2 DHX33 YBX2 MYH13 PAFAH1B1 AC005747.1 RABEP1 CTNS PHF23 NTN1 GLP2R SMG6 MNT ACADVL ACAP1 DERL2 NCBP3 ATP2A3 SCARF1 ZZEF1 P2RX5 ITGAE NLRP1 PITPNM3 SPAG7 ASPA P2RX1 CAMTA2 ENO3 PFN1 RNF167 SLC25A11 CHRNE NUP88 C1QBP MED31 ALOX12 EFNB3 YWHAE RANGRF DPH1 RCVRN MYH1 MYH3 MYH2 SLC25A35 EMC6 OR1E2 METTL16 SOX15 PIMREG RPAIN USP6 SHBG PLD2 AIPL1 CD68 TXNDC17 ATP1B2 FXR2 KIF1C MPDU1 AC002316.1 CLUH INPP5K MYBBP1A RPA1 SERPINF1 UBE2G1 EIF5A KDM6B CLEC10A SLC52A1 GUCY2D GPS2 XAF1 DLG4 MYH8 MYH10 SCO1 VPS53 SPATA22 SGSM2 PELP1 ARRB2 SLC13A5 ZMYND15 WRAP53 MINK1 SAT2 ASGR1 PIK3R5 TP53 OR1E3 TM4SF5 PSMB6 USP43 ABR OR3A3 ALOX15 MED11 CXCL16 SCIMP RNASEK-C17orf49 BCL6B ASGR2 TNFSF13 SENP3 FGF11 EIF4A1 RPL26 CCDC42 NDEL1 CFAP52 CRK NXN TLCD3A GLOD4 SLC43A2 RILP SERPINF2 WDR81 SRR TSR1 TRPV3 CYB5D2 GGT6 ZNF232 MIS12 TEKT1 TMEM88 NLGN2 CHD3 CNTROB TRAPPC1 KCNAB3 CHRNB1 ADPRM ELP5 GABARAP STX8 MRM3 OR1A1 OR1A2 PRPF8 PITPNA ZBTB4 TNK1 SLC16A11 SLC16A13 CTDNEP1 FBXO39 TIMM22 HIC1 HASPIN PFAS CTC1 LINC00324 AURKB TMEM107 PER1 HES7 ALOXE3 WSCD1 GEMIN4 ALOX12B ALOX15B RNF227 OR1E1 OR3A4P OR3A1 ZNF594 ZFP3 RPH3AL POLR2A TMEM102 SPEM1 SLC2A4 CLDN7 CYB5D1 GLTPD2 SPNS3 VMO1 TMEM95 NAA38 SPNS2 OR1G1 SPDYE4 RFLNB DNAH2 OR1D2 DHRS7C SPEM2 KRBA2 ODF4 TRARG1 MFSD6L GP1BA TLCD2 ANKFY1 RTN4RL1 SMYD4 MIR22HG C17orf97 TMEM220 PLSCR3 SMTNL2 RNF222 INCA1 BORCS6 TRPV1 SHPK MYO1C ARHGEF15 KIAA0753 MIR324 SNORD118 RNA5SP435 TMEM256 C17orf107 BHLHA9 RNU6-1264P SNORA48 SNORD91A KCTD11 RPL7AP64 TAX1BP3 GSG1L2 AC129492.1 NEURL4 ALOX12-AS1 RNASEK VAMP2 MIR1253 OR3A2 RNU6-955P KIF1C-AS1 ATP6V0CP1 DBIL5P PITPNA-AS1 SNORD10 TNFSF12 RN7SL608P RPL29P2 RPL19P18 RPS27AP1 RN7SL33P RN7SL105P RPS4XP17 RPL23AP73 TNFSF12-TNFSF13 RNU7-43P RNA5SP434 SCARNA21 OR1D4 C17orf100 P2RX5-TAX1BP3 C17orf49 SLC35G6 LINC01996 MFSD1P1 CCDC92B OR1P1 DHX33-DT OR1D3P HNRNPA1P16 MCUR1P1 SAMD11P1 TMEM256-PLSCR3 TXNP4 BTF3P14 OR1D5 OVCA2 ALOX12P2 EIF4A1P9 RYKP1 LINC01975 TMEM220-AS1 RN7SL774P MIR4314 RN7SL784P MAGOH2P MYH4 MIR3183 MIR4520-1 NPM1P45 RN7SL624P OR1AC1P MIR212 MIR132 MIR497HG SCGB1C2 PPIAP52 DOC2B MYHAS LINC02091 MIR6776 ALOX15P1 MIR6864 SNORD91B PIK3R6 SENP3-EIF4A1 SNORA67 MIR6865 SMG6-IT1 PRAL MIR4521 MIR4520-2 SPEM3 MIR22 MIR497 MIR195 MIR6883 AC055839.2 chr11p14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11p14 MPPED2 SLC17A6 CCDC34 KIF18A BBOX1 FSHB ANO3 GAS2 SLC5A12 LIN7C ARL14EP METTL15 MUC15 BDNF FIBIN CBX3P1 KCNA4 FANCF LUZP2 SVIP LGR4 MIR610 RNA5SP339 RN7SKP158 RNA5SP338 HSP90AA2P RPL36AP40 RPL7AP58 RPL12P30 RN7SL240P BDNF-AS LINC02758 LINC02742 RNU6-783P LINC02699 THAP12P4 MPPED2-AS1 LINC02755 BBOX1-AS1 LINC02686 ANO3-AS1 LGR4-AS1 LINC00678 HNRNPRP2 LINC02546 LINC02726 WIZP1 LINC01495 CCDC179 LINC02718 LINC01616 OR2BH1P MIR8068 MIR8054 MIR8087 chr9q32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9q32 WHRN SUSD1 AMBP AKNA PTBP3 FKBP15 BSPRY HDHD3 SLC46A2 HSDL2 ZFP37 SLC31A2 SLC31A1 PRPF4 KIF12 ATP6V1G1 RGS3 INIP SNX30 ALAD WDR31 POLE3 C9orf43 ZNF618 TMEM268 KIAA1958 RNF183 DEC1 CDC26 TNFSF15 COL27A1 RNA5SP295 MIR455 RNU6-855P FAM225B ORM2 ZNF883 ORM1 TEX53 HSPE1P28 C9orf147 TEX48 FAM225A MUPP RN7SL57P RN7SL430P chr20q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr20q12 CHD6 PLCG1 LPIN3 ZHX3 EMILIN3 TOP1 MAFB RNU2-52P RN7SKP100 ATG3P1 PLCG1-AS1 LINC01734 RPL12P11 HSPE1P1 ADI1P1 LINC01370 RNA5SP484 RPL23AP81 RNU6-1018P RN7SL615P RN7SL680P MIR6871 chr14q32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q32 BTBD7 UBR7 CCDC88C ZNF839 CYP46A1 TDP1 FOXN3 ATXN3 GOLGA5 EML1 KIF26A ATG2B MARK3 PPP2R5C MOK HSP90AA1 PPP1R13B OTUB2 DDX24 RCOR1 PAPOLA CCNK CEP170B AL159141.1 LGMN CHGA ITPK1 ASB2 EIF5 SERPINA4 DICER1 ZFYVE21 TCL1A BDKRB1 GSKIP VRK1 PSMC1 RPS6KA5 PPP4R3A YY1 TRIP11 CINP IFI27L2 PPP4R4 GPR68 NRDE2 KLC1 XRCC3 BCL11B TRAF3 GSC DGLUCY UNC79 CATSPERB EFCAB11 AK7 FAM181A SLC24A4 FBLN5 SERPINA10 CLBA1 WARS1 SLC25A47 WDR20 AKT1 KCNK13 TMEM251 ANKRD9 ATP5MPL TDRD9 TTC7B TC2N CPSF2 MOAP1 IFI27L1 IFI27 SERPINA12 CLMN AMN CKB TRMT61A BAG5 ASPG PLD4 DEGS2 BDKRB2 SERPINA9 SERPINA6 GON7 CDCA4 CCDC197 PRIMA1 SYNE3 WDR25 C14orf177 PACS2 ZBTB42 HHIPL1 GLRX5 CRIP2 MTA1 BEGAIN GPR132 SETD3 NDUFB1 NUDT14 C14orf180 BTBD6 JAG2 TMEM121 SIVA1 BRF1 ADSS1 TNFAIP2 TEDC1 DLK1 AHNAK2 SERPINA11 SERPINA13P COX8C TCL6 SERPINA5 MIR494 SERPINA3 RPS2P4 LINC00523 EVL TECPR2 DYNC1H1 SLC25A29 LINC02291 SERPINA1 DIO3 CALM1 CDC42BPB MIR380 MIR345 MIR370 MIR412 MIR377 MIR381 MIR369 MIR323A MIR342 MIR379 MIR410 MIR409 MIR411 MIR337 SNORD114-7 RNA5SP389 SNORD114-1 SNORD114-14 SNORD114-5 RNU1-47P SNORD114-16 SNORD114-19 SNORD114-31 SNORD113-6 SNORD114-10 RN7SKP255 SNORD113-8 SNORD114-23 SNORD114-26 SNORD114-28 SNORD114-11 SNORD114-25 SNORD113-7 SNORD114-27 SNORD114-2 SNORD114-4 RN7SKP107 RNU6-366P RNU4-68P SNORD114-9 SNORD114-13 SNORD114-6 SNORD114-30 SNORD114-15 SNORD114-17 SNORD113-4 SNORD114-29 SNORD113-3 SNORD114-3 SNORD114-24 SNORD113-9 SNORD114-20 SNORD114-18 SNORD113-1 SNORD114-12 SNORD114-22 MIR539 INF2 EXOC3L4 CCDC85C RNU6-1316P RNU6-790P MIR203A MIR433 MIR544A MIR127 MIR655 MIR487A MIR495 MIR299 MIR487B MIR329-1 MIR329-2 MIR654 MIR136 MIR656 MIR496 MIR154 MIR493 MIR134 MIR431 MIR323B MIR485 MIR770 MIR758 IGHA2 IGHE IGHG4 IGHG2 IGHA1 IGHG1 IGHG3 IGHD IGHM IGHJ6 IGHJ2 IGHJ1 IGHD1-26 IGHD5-24 IGHD3-22 IGHD2-21 IGHD6-19 IGHD5-18 IGHD3-16 IGHD2-15 IGHD6-13 IGHD5-12 IGHD3-10 IGHD3-9 IGHD2-8 IGHD5-5 IGHD3-3 IGHD2-2 IGHV6-1 IGHV1-2 IGHV1-3 IGHV2-5 IGHV3-7 IGHV3-11 IGHV3-13 IGHV3-15 IGHV3-16 IGHV1-18 IGHV3-20 IGHV3-21 IGHV3-23 IGHV1-24 IGHV2-26 IGHV4-28 IGHV3-33 IGHV4-34 IGHV3-35 IGHV3-38 IGHV4-39 IGHV1-45 IGHV1-46 IGHV3-48 IGHV3-49 IGHV5-51 IGHV3-53 IGHV1-58 IGHV4-61 IGHV3-66 IGHV1-69 IGHV2-70D IGHV3-73 IGHV5-78 IGHV7-81 MIR543 RNU6-244P SNORD113-2 ELK2AP CRIP1 CEND1P1 RPL13P6 TCL1B MEG3 MIR300 MIR889 MIR541 MIR1193 SNORA11B MIR1185-1 MIR1185-2 MIR1197 RNU2-33P RNU6-684P RN7SKP108 MEG9 SLC20A1P1 IGHV3-64 IGHV4-59 IGHV3-74 LINC00618 IGHV3-72 MEG8 IGHD6-25 TEX22 FAM30A C14orf132 IGHD1-14 IGHD4-23 IGHJ1P RD3L IGHD4-17 IGHD6-6 HOMER2P1 IGHV3-47 ATP5MC1P1 RPL23AP11 RAB42P1 IGHV4-31 IGHV3-43 IGHD4-11 RPL3P4 LINC00642 IGHD4-4 ELK2BP DICER1-AS1 IGHD1-1 IGHD7-27 IGHD1-20 IGHJ3P IGHD1-7 IGHJ2P HOMER2P2 RN7SL546P RPSAP4 RPS26P49 IGHJ4 RPL23AP10 RN7SL472P RPL15P2 RN7SL714P RPS20P33 IGHJ5 RPL21P11 RPL21P13 IGHJ3 RN7SL634P RPSAP5 RN7SL523P RPL10AP1 LINC02325 LINC01550 SNHG10 TUNAR LINC00605 RNU7-160P SCARNA13 RNU7-30P RNU6-1258P RN7SKP92 IGHV7-56 IGHV3-62 IGHVII-28-1 IGHVII-65-1 IGHV3-65 IGHV3-36 IGHV3-50 IGHV3-76 IGHV1-67 IGHVII-40-1 IGHVIII-82 IGHVIII-76-1 IGHV7-34-1 IGHVII-22-1 IGHV3-37 COPDA1 IGHVIII-25-1 IGHVII-49-1 IGHVIII-5-1 IGHVIII-13-1 IGHV3-33-2 IGHV3-25 IGHVII-15-1 IGHVIII-26-1 IGHVIV-44-1 IGHV7-40 IGHVII-26-2 IGHVII-30-1 IGHV3-52 IGHV3-30-2 IGHVIII-67-3 IGHVII-78-1 IGHEP1 IGHV1-68 IGHV1-14 IGHVII-53-1 IGHV3-60 IGHVII-62-1 IGHGP IGHV3-57 IGHV3-6 IGHVIII-2-1 IGHVII-46-1 IGHVII-67-1 IGHVIII-47-1 IGHV3-19 IGHVII-44-2 IGHV3-63 IGHVII-51-2 IGHV3-22 IGHVIII-38-1 IGHVIII-67-2 IGHVIII-22-2 IGHV1-17 IGHVIII-67-4 IGHVIII-5-2 IGHV3-71 IGHVII-74-1 IGHV8-51-1 IGHV1-12 IGHV3-75 IGHVII-33-1 IGHVIII-11-1 IGHV3-42 IGHVII-1-1 IGHV3-32 IGHV7-27 IGHVII-60-1 IGHV4-55 RTL1 COA8 LINC02298 LINC02318 LINC02320 DIO3OS LINC02287 LINC02295 LINC00239 GLRXP2 FAM181A-AS1 SERPINA2 LINC02292 LINC02317 LINC00638 ITPK1-AS1 LINC00637 LINC02833 NANOGP7 CKS1BP1 AL137230.2 ADIPOR1P2 MIR381HG LINC02312 LINC02321 LINC02691 FOXN3-AS1 LINC02279 LINC02299 TMEM179 LINC02285 LINC00524 CHORDC2P PEBP1P1 FOXN3-AS2 LINC02314 LINC02304 LINC02323 NDUFB4P11 HMGB3P26 GCSHP2 RPL21P12 LINC00677 LINC02280 MIR4538 MIR4507 MIR3173 MIR4537 MIR151B MIR4710 MIR4539 MIR4506 MIR5195 MIR4309 MIR2392 POLR3GP1 IGHV3-29 IGHV3-30 LINC00221 RAP2CP1 VDAC3P1 ADAM6 SNORD114-21 RNU6-91P MIR432 SNORD113-5 SNORA28 MIR6765 SLC20A1P2 MIR8071-1 IGHV2-70 IGHV3-54 SNORD112 IGHV3-79 LINC00226 MIR668 IGHV4-4 MIR8071-2 IGHV3-41 IGHV1-69D IGHV1-69-2 IGHV7-4-1 IGHV3-69-1 IGHV3-64D IGHV5-10-1 LBHD2 MIR665 MIR203B MIR382 IGHVII-43-1 MIR376C MIR376B MIR376A2 IGHVIII-44 MIR376A1 IGHVII-30-21 MIR6764 MIR1247 IGHV4-80 IGHVIII-16-1 AL132712.2 chr7p22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7p22 MAD1L1 CYTH3 RNF216 CYP2W1 FSCN1 ACTB EIF2AK1 ADAP1 LFNG BRAT1 IQCE EIF3B SNX8 NUDT1 AIMP2 USP42 C1GALT1 PMS2 OCM CCZ1 MRM2 CHST12 RAC1 KDELR2 ZDHHC4 TTYH3 MMD2 GNA12 C7orf50 SDK1 CCZ1B C7orf26 RBAK RSPH10B FBXL18 UNC93B2 PSMG3 RADIL WIPI2 ANKRD61 ZNF890P DAGLB ZNF12 SLC29A4 DNAAF5 SUN1 GPR146 GPER1 UNCX TMEM184A MICALL2 INTS1 FOXK1 RSPH10B2 AMZ1 FAM20C ZFAND2A FAM220A TNRC18 PMS2CL PRKAR1B RNF216P1 PDGFA CARD11 MAFK MIR339 RN7SKP130 RNU6-215P OR7E136P ZNF316 SNORA80D MIR589 RPL22P16 GRID2IP PAPOLB ELFN1 ALG1L5P TFAMP1 PSMG3-AS1 AC092171.3 ZNF815P ELFN1-AS1 ZNF853 CARD11-AS1 RNF216-IT1 GET4 COX19 RN7SL851P FAM86LP AP5Z1 OR7E59P RNU6-218P CYP3A54P MIR4648 MIR4656 MIR4655 MIR3683 IMMP1LP3 OR10AH1P RBAK-RBAKDN OR7E39P RBAKDN RPSAP73 SPDYE19P GRIFIN RN7SL556P SPDYE20P MIR6874 MIR6836 AC188616.1 chr21q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr21q21 APP CXADR BTG3 C21orf91 CHODL TMPRSS15 NCAM2 MRPL39 JAM2 ATP5PF GABPA ADAMTS1 ADAMTS5 USP25 N6AMT1 RWDD2B USP16 CCT8 MAP3K7CL BACH1 CLDN17 CYYR1 GRIK1 GRIK1-AS1 RPL23P2 LINC00314 NRIP1 LINC00308 LINC00158 CYYR1-AS1 PPIAP22 LTN1 MIRLET7C SNORD74B RNU4-45P RNU6-926P MIR99A MIR125B2 RNU6-1326P RNU1-139P RPL13AP7 VDAC2P1 HSPD1P7 THUMPD1P1 GPX1P2 PPIAP1 C1QBPP1 RPL37P3 MIR99AHG LINC00189 RPL10P1 ZNF299P NCSTNP1 RNU2-55P MAPK6P2 EEF1A1P1 MIR548XHG CYCSP42 RPS26P5 LINC01689 LINC00320 LINC00113 NEK4P1 RAD23BP3 RPL39P40 SLC6A6P1 LINC00161 LINC01692 FDX1P2 BACH1-IT2 SREK1IP1P1 AJ009632.2 RPL37P4 MSANTD2P1 CHODL-AS1 LINC01697 BACH1-AS1 BTF3L4P1 LINC01549 RPL12P9 RPS3AP1 LINC01687 LINC02573 EIF4A1P1 LINC01683 FDPSP6 LINC01425 LINC01673 RBPMSLP BACH1-IT3 KRT18P2 MIR155HG LLPHP2 GAPDHP14 LINC01695 LINC01684 TUBAP RNGTTP1 LINC00317 RNA5SP489 RNU1-98P C21orf91-OT1 RNU6-772P RNU6-123P RNU6-426P RNU6-113P RN7SKP147 MIR548X MIR4759 RN7SL163P NIPA2P3 RN7SKP236 MIR6130 BTG3-AS1 MIR155 AP000961.1 AF130248.1 chr2p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p13 CYP26B1 WDR54 FAM136A MXD1 MTHFD2 ZNF638 ADD2 GMCL1 TVP23BP2 DGUOK MOB1A RTKN INO80B MOGS TTC31 PCGF1 TLX2 AUP1 HTRA2 LOXL3 DOK1 AAK1 C2orf42 TIA1 PCYOX1 CD207 VAX2 ATP6V1B1 SPR ALMS1 STAMBP NAGK MCEE PAIP2B SNRNP27 MPHOSPH10 PRADC1 SEMA4F CCT7 EGR4 RAB11FIP5 SMYD5 DYSF CCDC142 EMX1 SNRPG ANKRD53 TPRKB NAT8 EXOC6B SFXN5 TEX261 DQX1 DUSP11 CLEC4F M1AP FBXO41 ALMS1P1 ACTG2 BOLA3 BMP10 ARHGAP25 TGFA PCBP1 NFU1 ANTXR1 GKN1 PROKR1 APLF LBX2 PCBP1-AS1 GKN2 FIGLA TET3 C2orf78 SLC4A5 ANXA4 GFPT1 RNU6-1216P RNU6-105P RNA5SP97 MRPL53 DCTN1 NAT8B FBXO48 OR7E91P SNORA36C RPSAP28 NOTO MIR1285-2 RNU2-39P TGFA-IT1 BOLA3-AS1 TAF13P2 ELOCP21 HMGN2P21 LINC01890 KRT18P26 B3GALNT1P1 ALMS1-IT1 LINC01816 HMGA1P8 RPS20P10 OR7E46P NECAP1P2 OR7E62P BRD7P6 LINC01888 DCTN1-AS1 LINC01143 DGUOK-AS1 ATP6V1B1-AS1 WBP1 RN7SL160P RN7SL604P ASPRV1 RNA5SP96 RNU6-542P RNU6-111P LBX2-AS1 FNBP1P1 RN7SL470P MIR3126 RPL23AP92 INO80B-WBP1 GKN3P C2orf81 AC069404.1 AC007387.3 chr16q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16q12 CYLD MMP2 LPCAT2 PHKB LONP2 N4BP1 CBLN1 ZNF423 SALL1 TOX3 RBL2 RPGRIP1L SLC6A2 ABCC11 TENT4B ADCY7 ITFG1 FTO ABCC12 NKD1 HEATR3 IRX6 CES5A C16orf78 BRD7 AKTIP NOD2 SNX20 NETO2 IRX5 CHD9 IRX3 SIAH1 CES1 RNA5SP426 RNY4P3 RNA5SP427 CNEP1R1 RNU6-257P RNA5SP425 RN7SKP142 HNRNPA1P48 CES1P1 RN7SL841P RPL23AP72 RPL31P56 UBA52P8 RPS2P44 RPL34P29 CRNDE CASC16 RNU6-1153P CAPNS2 LINC02169 NDUFA5P11 MRPS21P8 MRPS21P7 RPL10P14 LINC01571 MTND4LP25 AC007342.3 ADAM3B MMP2-AS1 MTND5P34 LINC00919 ITFG1-AS1 ACTG1P16 PHBP21 MOCS1P1 LINC02134 KLF8P1 CES1P2 UNGP1 CASC22 AC026462.3 LINC02178 C16orf97 LINC02133 LINC02128 SOD1P2 LINC02192 EIF4BP5 LINC02179 LINC02127 LINC02168 LINC02180 LINC02140 MIR3181 MIR6771 LINC02183 AC018553.3 chr10q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10q22 VCL AIFM2 TACR2 SAR1A DUSP13 TSPAN15 MACROH2A2 DDX50 PALD1 UNC5B CDH23 VSIR SPOCK2 MICU1 PPP3CB ZMIZ1 PPIF ANXA11 SFTPA1 NEUROG3 PLAU SRGN CHST3 ECD P4HA1 VPS26A SFTPD TMEM254 ANXA7 FAM149B1 ASCC1 PLA2G12B OIT3 ADAMTS14 RPS24 POLR3A LRMDA CAMK2G DNAJB12 EIF4EBP2 NPFFR1 DLG5 MAT1A MCU CFAP70 ADK KCNMA1 SUPV3L1 HKDC1 HK1 TYSND1 NODAL KAT6B SAMD8 ZCCHC24 VDAC2 COMTD1 ZNF503 STOX1 DDX21 TBATA SGPL1 PCBD1 ANAPC16 SYNPO2L NUDT13 MSS51 USP54 NDST2 DDIT4 FAM241B CHCHD1 AGAP5 LRRC20 SEC24C MYOZ1 PRF1 PPA1 MRPS16 AP3M1 SFTPA2 NUTM2B DUPD1 PLAC9 FUT11 COL13A1 PSAP SLC29A3 KIFBP RNA5SP321 RNU6-1266P RNU6-697P RNU6-833P RNU6-673P RNU6-805P CTSLP6 RNU6-571P RNU6-883P MIR606 IMPDH1P5 FAM32CP DNAJC9 RPL17P50 RAB5CP1 PGGT1BP2 POLR3DP1 RPSAP6 ZSWIM8 C10orf105 NPAP1P2 MED28P1 NPM1P24 MBL3P SNORA11F PPP3CB-AS1 C10orf55 CDH23-AS1 LINC02636 ZMIZ1-AS1 CEP57L1P1 C1DP3 ATP5MC1P8 DPY19L2P5 NUTM2B-AS1 KCNMA1-AS2 KCNMA1-AS3 SFTPA3P ZNF503-AS1 MRPL35P3 LINC02679 RPL15P14 MTND1P20 RPL39P25 EIF4A2P2 C1DP4 COX6CP15 NUTM2E ACTBP14 CALM2P2 RPS15AP28 RPL26P6 TMEM254-AS1 RPL22P18 LINC00595 RPL5P26 YY1P1 MTATP6P23 MTND2P15 RPS26P40 HMGN2P34 GNAI2P2 RPS25P9 RPS26P42 ATP5MC1P7 ZNF519P1 RPS12P18 RPS12P17 TMEM256P1 HMGA1P5 DLG5-AS1 RPS12P2 H2AZP5 EIF5AP4 DUSP8P5 MTCO1P23 LINC02651 MTCO2P23 ZNRF2P3 C1DP2 KCNMA1-AS1 DNAJC9-AS1 SPA17P1 TIMM9P1 RPS26P41 ZNF503-AS2 UNC5B-AS1 LINC00857 PPIAP13 RNU7-38P BMS1P4 MBL1P RN7SL284P GLUD1P3 RNA5SP320 EIF5AL1 TPRX1P1 LINC02622 RN7SL518P MIR4676 DDIT4-AS1 NDUFA8P1 RN7SL840P ZSWIM8-AS1 SFTPD-AS1 MIR7152 BEND3P3 BMS1P21 chr17p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17p11 MAP2K3 EPN2 ALDH3A2 SREBF1 ULK2 MYO15A ALKBH5 TRIM16L PIGL RASD1 RAI1 DRG2 AKAP10 ALDH3A1 B9D1 DHRS7B USP22 TBC1D27P RNF112 SPECC1 KRT17P1 LLGL1 PEMT MPRIP MED9 NCOR1 COPS3 GID4 ZNF287 PRPSAP2 SLC47A1 GRAP SLC5A10 FLCN CCDC144B CCDC144CP MFAP4 MAPK7 CENPV NOS2P2 CCDC144A LGALS9B UBB LGALS9C TVP23B FBXW10 ATPAF2 DRC3 SNHG29 TOM1L2 SHMT1 SMCR8 TOP3A MIEF2 FLII FAM27E5 TMEM11 PLD6 SLC47A2 LRRC75A KCNJ12 KRT17P2 TRPV2 RNFT1P3 MEIS3P2 FAM83G USP32P1 GRAPL RPS2P46 TBC1D28 USP32P3 ZNF624 RNU6-862P TBC1D3P4 CCDC144NL KRT17P7 KRT17P5 NT5M KRT17P4 RNU6-468P RNU6-767P MIR33B RNU6-258P LINC02693 OLA1P2 CDRT15L2 KRT16P3 UPF3AP2 KRT16P1 EVPLL RPL13P12 HNRNPA1P19 LINC02076 MIR1288 MIR1180 SMCR2 UBE2SP2 MTCO1P39 KCTD9P1 MPRIP-AS1 KRT16P6 ACTG1P24 UPF3AP1 SCDP1 SMCR5 ABHD17AP6 LINC02094 MTND1P14 KRT16P2 LINC02088 SRP68P2 RPL7AP65 RPL17P43 MTND2P12 SLC47A1P1 KRT16P4 TNPO1P3 COTL1P1 KRT16P5 NOS2P3 TNPO1P2 TSEN15P1 LINC02090 NDUFB4P3 ZSWIM5P2 RNASEH1P2 SLC47A1P2 KRT17P6 CCDC144NL-AS1 USP32P2 TBC1D3P3 COTL1P2 EPN2-AS1 AC087294.1 LINC01563 RAI1-AS1 RPL21P121 SRP68P3 RN7SL442P FOXO3B TNFRSF13B NMTRS-TGA3-1 NMTRQ-TTG12-1 RN7SL775P SPECC1P2 RPL21P120 ZNF286B AC107982.1 RNU6-405P RNU6-1178P RNU6-1057P MTRNR2L1 KCNJ18 KYNUP1 SNORD3B-2 KYNUP3 MTATP6P3 UBBP4 LINC02002 FTLP13 RN7SL426P MTND2P13 SNORD3A YWHAEP3 MTND1P15 MTCO3P13 NEK4P2 NOS2P4 SNORD3C NCOR1P2 FTLP12 SNORD3B-1 KYNUP2 RNASEH1P1 PDLIM1P2 SNORA59B SRP68P1 YWHAEP2 MTCYBP13 EIF1P5 FAM106A MIR6777 NATD1 RN7SL627P RN7SL620P RNU6-467P SNORD49B SNORD49A SNORD65 SNORD3D MIR6778 FAM106C chr15q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q22 SNX1 DAPK2 RORA CA12 DPP8 SLC24A1 HACD3 TIPIN PDCD7 SPG21 LACTB HERC1 TRIP4 MTFMT RASL12 IGDCC4 RAB11A ICE2 VPS13C SLTM SMAD6 APH1B INTS14 CILP PARP16 GCNT3 BNIP2 GTF2A2 TPM1 PIF1 USP3 RNF111 CCNB2 FAM81A MYO1E SNX22 MEGF11 RAB8B PPIB CIAO2A PCLAF RBPMS2 ANKDD1A CLPX DIS3L SMAD3 MAP2K1 CSNK1G1 TLN2 FOXB1 LDHAL6B ZWILCH RPL4 SNAPC5 DENND4A IGDCC3 OAZ2 ZNF609 ANXA2 RPS27L SLC51B LCTL FBXL22 C2CD4A MIR422A RNU6-212P RNU5A-1 SNORD18C SNORD16 RNU4-80P RNU5B-1 SNORD18A RNA5SP396 RNU6-686P SNORD18B C2CD4B SNORA24B RNU6-549P RNU6-19P MIR190A RNA5SP397 MIR1272 KBTBD13 RPS3AP6 SNORD13E RPL9P25 PLEKHO2 RPL35AP32 RORA-AS1 UBAP1L GAPDHP61 HNRNPA1P44 SCARNA14 MIR2116 HMGN2P47 USP3-AS1 LINC02349 LINC02206 AC103740.1 LINC02568 NPM1P47 LINC01169 RORA-AS2 TPM1-AS CYCSP38 AC104574.1 HMGN1P26 MESTP2 NMNAT1P5 PIGHP1 ZNF444P1 GOLGA2P11 ATP5MFP6 MIR4311 MIR4511 MIR4512 MIR6085 MIR8067 chr1q31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q31 CFH GLRX2 TPR ASPM PTGS2 CFHR2 PTPRC RGS1 PRG4 PDC PLA2G4A RGS2 RO60 UCHL5 CFHR3 RGS13 CFHR4 CDC73 CRB1 CFHR5 F13B LHX9 RGS18 NEK7 ATP6V1G3 ODR4 B3GALT2 BRINP3 KCNT2 ZBTB41 RNU6-1240P C1orf53 EEF1A1P32 DENND1B MIR1278 MRPS21P3 RN7SKP156 RN7SKP126 FDPSP1 GAPDHP75 LINC01035 LINC01724 HNRNPA1P46 LINC02770 ERVMER61-1 RPS3AP9 LINC01720 LINC01031 LINC01701 PRR13P1 FAM204BP EEF1A1P14 LINC01680 ZNF101P2 SEPTIN14P12 PEBP1P3 SLC4A1APP2 RPL23AP22 LINC01351 SCARNA18B CFHR1 RNU6-983P RNA5SP73 RGS21 OCLM MIR4735 CLPTM1LP1 PACERR MIR4426 chr10q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10q24 COX15 ABCC2 RRP12 MRPL43 ALDH18A1 PSD SLK WNT8B SEC31B PAX2 NT5C2 TM9SF3 NFKB2 CWF19L1 SEMA4G BLNK TLL2 SORBS1 CRTAC1 SCD CCNJ DNTT HPS1 DNMBP ERLIN1 PKD2L1 TLX1 TWNK LZTS2 SFXN3 KAZALD1 FBXW4 FGF8 NPM3 PITX3 GBF1 FBXL15 CUEDC2 SUFU NEURL1 SH3PXD2A STN1 SLF2 ELOVL3 NKX2-3 CUTC PYROXD2 CNNM1 TCTN3 AVPI1 ARMH3 KCNIP2 GOT1 CPN1 C10orf95 SFRP5 ACTR1A MFSD13A LOXL4 LBX1 CALHM2 ARL3 ENTPD1 CYP17A1 INA TAF5 PPRC1 CNNM2 PDCD11 MMS19 PI4K2A MARVELD1 ZFYVE27 GOLGA7B SLC25A28 PIK3AP1 PCGF6 SFXN2 FRAT1 UBTD1 ANKRD2 R3HCC1L HIF1AN NDUFB8 BTRC POLL DPCD HPS6 NOLC1 WBP1L BORCS7 MORN4 TRIM8 ZDHHC16 EXOSC1 PGAM1 HPSE2 ATP5MD ZNF518A FRAT2 CALHM3 CALHM1 PDZD7 SLIT1 CC2D2B BLOC1S2 LCOR OPALIN ENTPD7 OGA LDB1 RNU6-271P RNA5SP324 MIR146B C10orf62 RNU6-43P RNU6-1274P RNU6-422P MIR608 MIR607 RNU11-3P SNORA12 PFN1P11 MARCKSL1P1 CHUK ARHGAP19 RPS3AP36 AS3MT RNU6-1165P RNU2-43P RNU2-59P KCNIP2-AS1 ENTPD1-AS1 RPS2P36 LBX1-AS1 NANOGP6 LINC00866 DNMBP-AS1 RPL21P90 RPL23AP58 ST13P13 NPM1P25 LINC02681 PHBP9 RPL34P20 TPM4P1 HMGN2P35 EBAG9P1 RPL7P36 SLIT1-AS1 RPL22P17 RPEL1 NEURL1-AS1 NPM1P26 OLMALINC TLX1NB RPL13AP5 ARL5AP2 PTGES3P4 RPL12P27 LINC01514 RPS15AP29 HOGA1 RNU6-1231P LINC01475 MIR3158-1 MIR4685 MIR3157 RN7SL524P RPARP-AS1 ARHGAP19-SLIT1 BORCS7-ASMT SPCS2P2 SMARCE1P7 MIR6507 SH3PXD2A-AS1 CYP2C23P MIR3158-2 MIR1307 MIR1287 chr13q14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q14 AKAP11 CPB2 NUFIP1 RUBCNL HTR2A FNDC3A MLNR CDADC1 CAB39L MRPS31 SLC25A15 KPNA3 RGCC VWA8 DGKH INTS6 DHRS12 TSC22D1 OLFM4 ENOX1 TNFSF11 MTRF1 DNAJC15 WBP4 ELF1 KBTBD7 CCDC70 SPRYD7 EBPL ATP7B ZC3H13 GUCY1B2 COG6 EPSTI1 TPT1 GPALPP1 NEK3 PCDH8 VPS36 RNASEH2B CKAP2 CNMD THSD1 LRCH1 SUCLA2 RCBTB1 MED4 PHF11 RPL13AP25 COG3 ITM2B NUDT15 RCBTB2 LCP1 SETDB2 SMIM2 WDFY2 HNRNPA1L2 LPAR6 ESD RB1 PPIAP26 FAM124A FOXO1 CCDC122 SERP2 CYSLTR2 ARL11 SUGT1 KBTBD6 ERICH6B TPTE2P5 TPT1-AS1 NAA16 LRRC63 CBY2 SLC25A30 DLEU1 CYCSP34 PCNPP5 DGKZP1 LACC1 FAM216B KCTD4 CTAGE10P LHFPL6 DLEU7 GTF2F2 NEK5 KCNRG SNORA31 RNY4P24 RNY3P2 RNY4P9 RNY4P14 RNA5SP27 RNA5SP28 RNU6-60P TRIM13 COX17P1 OR7E36P RNY1P6 RNU6-74P RNY3P9 MIR621 MIR16-1 MIR320D1 MIR759 TUBBP2 RPL18P10 RCN1P2 RPL5P31 SIAH3 OR7E37P CALM2P3 LINC00598 RNY4P30 RNA5SP29 RNU6-57P RNU2-6P RN7SKP3 RPL34P26 RAD17P2 CDKN2AIPNLP3 ATP5PBP1 POLR2KP2 HTR2A-AS1 RPS4XP16 PSME2P2 MORF4L1P4 PCDH8P1 RPS28P8 LINC00390 C13orf42 OR7E101P SMIM2-AS1 SUCLA2-AS1 COX4I1P2 MED4-AS1 PPIAP25 RPL27AP8 RLIMP1 RGS17P1 LINC00428 KARS1P1 SNRPGP11 LINC00400 FKBP1AP3 LINC00332 SMARCE1P5 RAC1P3 RB1-DT DLEU2 OGFOD1P1 LINC01198 ST13P4 RPL36P19 TIMM9P3 CTAGE3P FABP3P2 LINC01077 LINC00462 RNASEH2B-AS1 NRAD1 ENOX1-AS1 NAP1L4P3 FHP1 GNG5P5 OR7E155P LINC00458 LINC00330 SMIM2-IT1 LINC01055 LINC00345 CPB2-AS1 COX7CP1 FABP5P2 SNRPGP14 INTS6-AS1 LINC01065 MAPK6P3 TUSC8 LINC00407 AKR1B1P4 ZDHHC4P1 PPP1R26P1 ENOX1-AS2 SUGT1P3 RN7SL288P PPP1R2P4 RN7SL515P RN7SL618P RN7SL413P MRPS31P5 RN7SL320P RN7SL597P RN7SL700P MRPS31P4 SLC25A30-AS1 ABITRAMP1 RNU6-65P RNU6-68P RN7SKP2 RN7SKP5 SERPINE3 ALG11 UTP14C LINC00562 LINC00563 LINC00558 MIR4305 MIR3168 MIR3613 RN7SL49P MIR5693 MIR4703 AZU1P1 CHCHD2P11 LINC01050 PRELID3BP2 RPL17P51 LINC02333 RN7SKP4 TPTE2P2 ZNF646P1 MIR8079 TSC22D1-AS1 VWA8-AS1 TMEM272 MIR1297 LINC02341 MIR15A MIR5006 chr14q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q12 CMA1 PSME1 RNF31 SCFD1 G2E3 HECTD1 TGM1 TINF2 KHNYN SDR39U1 CTSG GZMH GZMB COCH AP4S1 ARHGAP5 DCAF11 EMC9 PSME2 REC8 TM9SF1 GMPR2 RABGGTA NFATC4 RIPK3 ADCY4 DTD2 HEATR5A NRL NEDD8 CIDEB CBLN3 TSSK4 NOVA1 FITM1 AKAP6 NUBPL DHRS1 STXBP6 FOXG1 PRKD1 LINC01551 IPO4 STRN3 NOP9 BNIP3P1 RNA5SP383 RNU6-7 RNU6-8 NYNRIN RNU6-455P RNU6-541P MIR624 RNU11-5P LTB4R LTB4R2 MDP1 IRF9 GPR33 RNU6-602P RPL26P3 RPL12P5 RNU6-864P RNU6-1234P CHMP4A NEDD8-MDP1 LINC02282 FOXG1-AS1 HMGN2P6 LINC02293 CYB5AP5 LINC02326 MIR4307HG G2E3-AS1 EIF4A1P12 LINC02281 LINC02588 LINC02294 LINC02306 LINC02327 LINC02286 LINC02300 OR7K1P BTF3P2 SYF2P1 LINC02313 LINC00645 RPL21P5 UBE2CP1 ARHGAP5-AS1 HIGD1AP17 MTCO1P2 MIR3171 MIR4307 RN7SL660P MIR7703 chr1p34 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p34 SCMH1 NCDN TRIT1 GUCA2B COL9A2 TRAPPC3 THRAP3 YBX1 TIE1 KDM4A NFYC ZMYND12 ELOVL1 TESK2 EIF2B3 SMAP2 PPIE ZMPSTE24 POMGNT1 RAD54L MAST2 PABPC4 AGO1 TEKT2 CLSPN DLGAP3 SFPQ TFAP2E ADPRHL2 MAP7D1 OSCP1 MRPS15 C1orf109 RRAGC NT5C1A HPCAL4 BMP8B MYCL RLF ZNF684 KCNQ4 RIMS3 P3H1 SLC2A1 EBNA1BP2 CDC20 MPL ARTN IPO13 ATP6V0B B4GALT2 ERI3 PTCH2 AKR1A1 PRDX1 PIK3R3 TSPAN1 CSF3R PSMB2 AGO3 UROD ST3GAL3 TMEM53 HECTD3 HIVEP3 PPCS EDN2 MACF1 GJA9 CAP1 PPT1 MMACHC DPH2 TOE1 NASP MUTYH CDCA8 GNL2 AGO4 C1orf216 KIAA0319L EVA1B RPS8 KIF2C PTPRF BEST4 ZMYM4 RHBDL2 CCDC24 MED8 CCDC17 GPBP1L1 TMEM69 ZSWIM5 SMIM12 ZMYM6 GRIK3 ZC3H12A MEAF6 SNIP1 DNALI1 HEYL EXO5 CLDN19 C1orf50 ERMAP ZNF691 MFSD2A NDUFS5 RSPO1 LURAP1 SLFNL1 CTPS1 COL8A2 KLF17 PPIH PLK3 AKIRIN1 RIMKLA SVBP DMAP1 HYI TMEM125 CITED4 LSM10 EPHA10 FHL3 SF3A3 UTP11 BMP8A MANEAL POU3F1 CCDC30 HPDL FAM183A RNF220 GJA4 ZFP69B ZFP69 TCTEX1D4 MTF1 TMCO2 GJB3 GJB5 GJB4 STK40 YRDC SLC6A9 ZMYM1 GUCA2A IPP C1orf122 SZT2 ARMH1 OXCT2 FOXJ3 MIR30E RNA5SP46 RNU5F-1 RNU6-369P RNU6-605P RNU5D-1 RNU6-536P RNU6-753P SNORD46 SNORA63C SNORA55 SNORD38A RNU5E-6P FOXO6 INPP5B RNU6-608P RNU6-880P RNU6-636P SNORD38B RNU6-1237P MIR552 MIR30C1 RNU6-510P MYCBP ACTN4P2 SH3D21 RPL23AP17 HSPE1P8 BTBD19 RNU6-584P RNA5SP44 RNU4-27P MIR3659HG SHMT1P1 ATP6V1E1P1 RPS15AP10 ZMYM4-AS1 SLC2A1-AS1 HNRNPFP1 PABPC4-AS1 EFCAB14P1 HYI-AS1 SZT2-AS1 MED8-AS1 CCNB1IP1P1 FOXO6-AS1 RPL5P4 FTLP18 RPS29P6 UBE2V2P4 FTH1P1 PPIAP35 TMA16P2 UBE2V1P8 ERI3-IT1 LINC01137 GTF2F2P2 RPL12P45 RPS15AP11 OSTCP5 HMGB1P48 EIF1P2 KDM4A-AS1 MYCL-AS1 PPIAP36 TMSB4XP1 LINC01343 OXCT2P1 OOSP1P1 LINC01685 RN7SL479P RN7SL503P CFAP57 TMEM35B PPIEL P3R3URF RNA5SP43 RNU7-121P RNA5SP45 RNA5SP47 C1orf210 MIR5584 MIR5581 SNORD55 RN7SL326P RN7SL131P MIR4255 MIR3659 MRPS17P1 KRT8P47 NFYC-AS1 TMEM269 MIR6735 AL358075.4 CCDC163 SLFNL1-AS1 LINC01144 KLF18 MIR6079 MIR6732 MIR6734 ATP6V0CP4 MIR6733 LINC02786 LINC02811 BMP8B-AS1 chr2q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q23 RIF1 STAM2 ORC4 RND3 NMI TNFAIP6 EPC2 GALNT13 LYPD6B FMNL2 LINC01931 ARL5A KIF5C MMADHC RPRM ARL6IP6 CACNB4 NEB RBM43 LYPD6 PRPF40A MBD5 RNU6-601P FABP5P10 RPL23AP29 ATP5PBP4 RNU2-9P UBBP3 LINC02612 FAM8A3P UBQLN4P2 LINC01850 TXNP5 LINC01818 KIF5C-AS1 LINC01817 MMADHC-DT RPS29P8 RPL30P2 LINC01920 DNAJA1P2 RN7SL124P MIR4773-1 MIR4773-2 AC016682.1 chr6q16 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q16 UFL1 HACE1 FHL5 GPR63 FBXL4 CCNC PRDM13 SIM1 ASCC3 NDUFAF4 USP45 COQ3 PNISR EPHA7 MMS22L FAXC MCHR2 GRIK2 FUT9 MANEA POU3F2 KLHL32 LIN28B LIN28B-AS1 RNU4-70P PRDX2P4 RPS7P8 COPS5P1 NPM1P10 EEF1GP6 R3HDM2P2 MTCYBP36 ACTG1P18 TYMSP1 NPM1P38 ATF1P1 CYCSP17 KRT18P50 EIF4EBP2P3 LINC02531 MCHR2-AS1 BDH2P1 UFL1-AS1 MIR2113 RN7SL797P RNU6-897P MANEA-DT RN7SL509P MIR548AI TSTD3 chr16q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16q21 CIAPIN1 CX3CL1 CNGB1 CFAP20 CSNK2A2 COQ9 CMTM1 CCL22 CCL17 POLR2C MMP15 USB1 CCDC113 PRSS54 NDRG4 SETD6 SLC38A7 CNOT1 GOT2 DOK4 CCDC102A KATNB1 KIFC3 CMTM2 CDH11 CDH8 ADGRG5 DRC7 TEPP ZNF319 BEAN1 TK2 CDH5 GINS3 ADGRG3 AC092118.1 RNU4-58P RNU6-1155P RNU6-103P RN7SKP76 RNA5SP428 ADGRG1 RNU6-20P SNORA50A RNU6-21P SNORA46 RNU6-269P CKLF RPS27AP16 RN7SL645P RPS15AP34 RPL12P36 RN7SL143P RPS27P27 LINC00920 RNU6-1110P CKLF-CMTM1 GNPATP LINC02126 LINC02137 PPIAP48 APOOP5 GEMIN8P2 HMGB3P32 AC009107.2 RPL23AP91 LINC02165 UBE2FP2 BEAN1-AS1 LINC00922 LINC02141 DUXAP11 MIR6772 NPAP1L chr9q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9q13 IGKV1OR-2 ANKRD20A4 AQP7P4 AQP7P2 PTGER4P2 AQP7P1 BMS1P9 RNA5SP283 FGF7P7 RNU6-1293P RNA5SP284 FRG1JP FGF7P8 CYP4F25P SNX18P9 BMS1P11 CDK2AP2P3 FGF7P6 ADGRF5P1 MYO5BP3 FAM242E FAM242D FAM27C DUX4L50 LINC01189 RBPJP7 SDR42E1P3 LERFS FKBP4P7 GXYLT1P6 CNN2P3 RAB28P2 BMS1P10 CDK2AP2P2 LINC01410 MYO5BP2 RNU6-1193P PTGER4P3 ATP5F1AP7 MIR4477B BNIP3P4 CNTNAP3P1 RN7SL722P RN7SL544P CNTNAP3P5 chr15q25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q25 PSMA4 RASGRF1 BTBD1 PDE8A CHRNA3 ZFAND6 AP3B2 ACSBG1 CTSH FAH CEMIP HOMER2 MESD CHRNB4 MTHFS ADAMTS7 ABHD17C IREB2 ALPK3 TM6SF1 CIB2 BCL2A1 WDR61 DNAJA4 TLNRD1 NTRK3 EFL1 SH3GL3 SEC11A CFAP161 ADAMTSL3 SLC28A1 WHAMM IDH3A CRABP1 HDGFL3 TMED3 ZNF592 TBC1D2B MINAR1 BNC1 C15orf40 RAMAC CHRNA5 AKAP13 STARD5 IL16 ARNT2 ZSCAN2 SCAND2P WDR73 ST20 MRPS11 RPS17 SH2D7 MEX3B KLHL25 GOLGA6L4 MORF4L1 FSD2 HYKK GOLGA6L3 SAXO2 TMC3 UBE2Q2P1 UBE2Q2P12 NMB GOLGA6L9 RNU6-1339P RNU6-1280P RNU6-339P RNU6-185P MIR184 MIR549A RNU1-77P RNU6-401P RNU6-796P RPL18P11 CPEB1 ADAMTS7P4 MIR1276 RNU6-380P GOLGA2P7 GOLGA6L5P DNM1P51 ANKRD34C RPL21P116 RN7SL417P SNHG21 RNU7-79P RNU6-415P RNU6-231P RNA5SP400 RNU6-667P EGLN1P1 GOLGA2P10 MED28P6 ANKRD34C-AS1 CSPG4P12 ACTG1P17 ST20-MTHFS TMC3-AS1 LINC00927 EFL1P1 CTXND1 HNRNPCP3 UBE2Q2P2 NIFKP8 ANP32BP3 CPEB1-AS1 MRPL46 UBE2Q2L LINC01583 LINC00052 UBE2Q2P11 UBE2Q2P8 DNM1P38 ST20-AS1 CSPG4P11 LINC00933 AGBL1-AS1 NTRK3-AS1 LINC01584 TUBAP4 MIR4515 MIR548AP MIR4514 CSPG4P5 AGBL1 ADAMTS7P1 UBE2Q2P6 CSPG4P10 RN7SL428P GOLGA6L17P SCARNA15 RN7SL331P GOLGA6L10 DNM1P41 MIR5572 MIR7706 chr18q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr18q22 CDH19 TIMM21 CDH7 CNDP2 FBXO15 CBLN2 CCDC102B CD226 CNDP1 NETO1 CYB5A SERPINB8 TMX3 SOCS6 DSEL RTTN LINC00305 TSHZ1 ZADH2 DIPK1C C18orf63 DOK6 RNU6-39P RPS2P6 ZNF407 HMSD FAUP1 RPL12P39 RNU6-1037P RN7SL795P RN7SL401P RN7SL551P RNA5SP460 LINC01922 LINC01541 LINC02582 MIR5011 AKR1B10P2 GTSCR1 LINC02864 MIR548AV RPL31P9 LINC01916 LINC00909 HNRNPA1P11 SDHCP1 PRPF19P1 LINC01912 LINC01899 LINC01903 LARP7P3 LINC01909 LINC01910 LIVAR LINC01538 LINC01924 chr2q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q21 ZNF806 R3HDM1 PTPN18 TUBA3D MCM6 CCNT2 PLEKHB2 RAB3GAP1 LCT DARS1 ZRANB3 ARHGEF4 CFC1 SMPD4 CCDC115 IMP4 UBXN4 LYPD1 CCDC74B MZT2B TUBA3E CFC1B FAM168B MGAT5 TMEM163 ACMSD CCDC74A ANKRD30BL MZT2A GPR148 MAP3K19 NCKAP5 FAR2P2 AMER3 FAR2P1 PRSS40A GPR39 PRSS40B C2orf27B POTEE POTEF POTEI C2orf27A RN7SKP93 RN7SKP103 RNU6-512P RNA5-8SP5 POTEKP LINC01854 MIR128-1 SNORA40B RNU6-127P NOC2LP1 GNAQP1 CYP4F30P PLAC9P1 NOC2LP2 MIR663B RAB6C POTEJ RN7SKP154 RNA5SP104 KLF2P3 LINC01120 MED15P9 CCNT2-AS1 LINC01087 MED15P4 RAB6C-AS1 LCT-AS1 MED15P3 NCKAP5-AS2 MTND6P10 MTCO3P18 ARHGAP42P1 LINC02572 NEK2P4 MTCO2P7 MTND4P27 KLF2P2 RHOQP3 FAM201B ARHGAP42P2 KLF2P1 FAR2P4 MTND4P21 DARS-AS1 MTND2P22 YBX1P7 NCKAP5-IT1 CYCSP8 RHOQP2 MTATP6P7 RAB6D MTCYBP10 PPIAP65 MTCYBP8 NCKAP5-AS1 CDC27P1 EDDM3CP MTCO2P18 RPL22P7 MTND1P26 VDAC2P4 MTND5P29 MTND2P18 MTND5P23 MTCO1P7 LINC01945 KLF2P4 MTATP6P4 MED15P5 NF1P8 LINC01856 MTND1P29 MTCO1P18 RNU6-1132P CYP4F62P FAR2P3 MTND6P8 CYP4F27P MED15P8 MTCO3P7 RNU6-848P RNU6-617P RNU6-473P RNU6-1049P RNU6-579P RNU6-175P MIR5590 MIR3679 GRAMD4P8 MTND3P18 MIR4784 SMIM39 chr3p25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p25 RAD18 LMCD1 MKRN2 TMEM40 OGG1 EMC3 SSUH2 MRPS25 SH3BP5 HACL1 CAPN7 C3orf20 RBSN GALNT15 SLC6A6 RAF1 SLC6A11 PPARG NUP210 IRAK2 CAMK1 THUMPD3 VHL CPNE9 FANCD2 TAMM41 VGLL4 GRIP2 EAF1 IQSEC1 CAND2 RPL32 TSEN2 WNT7A XPC CCDC174 FGD5 DPH3 OXNAD1 LHFPL4 BRPF1 RPUSD3 TATDN2 GHRL SEC13 ATP2B2 SLC6A1 TIMP4 SYN2 HDAC11 FBLN2 CHCHD4 IL17RE IL17RC CRELD1 PRRT3 FANCD2OS MTMR14 SETD5 BTD LSM3 TMEM43 JAGN1 TADA3 NR2C2 EMC3-AS1 TPRXL OXTR CAV3 CIDECP1 CIDEC SRGAP3 HRH1 ATG7 RNA5SP124 RNA5SP123 RNU6-454P RNU6-670P ANKRD28 COLQ METTL6 THUMPD3-AS1 RNU6-1024P RNU6-905P SNORA7A MIR563 RNU6-882P KRT18P17 CHCHD4P4 TTLL3 PGAM1P4 OR7E122P MIR885 CYCSP12 LINC00620 SH3BP5-AS1 IMPDH1P8 VN1R21P ATP2B2-IT2 SRGAP3-AS1 NUP210P2 MKRN2OS FGD5-AS1 HMGN2P7 LINC00606 ACTG1P12 LMCD1-AS1 RPS3AP53 SRGAP3-AS3 SRGAP3-AS2 CYCSP11 PRRT3-AS1 FANCD2P2 COL6A4P1 LINC00852 MARK2P14 SLC6A1-AS1 LINC02022 CYCSP10 MTCO1P5 VN1R20P CRIP1P1 RHBDF1P1 DUSP5P2 SRGAP3-AS4 GSTM5P1 ATP2B2-IT1 GHRLOS RN7SL110P ARPC4 HDAC11-AS1 EAF1-AS1 ARPC4-TTLL3 LINC01267 RNU6-377P RNU4ATAC17P BRK1 LINC02011 MIR4270 RN7SL4P RN7SL147P MIR3134 MIR378B FGD5P1 chr20p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr20p13 DEFB127 ATRN SMOX SIGLEC1 FKBP1A NSFL1C SLC4A11 C20orf194 ZNF343 EBF4 CPXM1 MAVS LZTS3 SIRPG SLC23A2 AVP C20orf27 SPEF1 CDC25B RNF24 TRIB3 RASSF2 CSNK2A1 SLC52A3 RPS10P5 ANGPT4 RSPO4 SNPH SIRPB1 PDYN NOP56 IDH3B OXT SDCBP2 PANK2 TGM3 GNRH2 DEFB126 CENPB PSMF1 RBCK1 STK35 SNRPB NRSN2 AP5S1 GFRA4 TBC1D20 ITPA TCF15 TMEM74B FAM110A SIRPD MRPS26 DEFB129 HSPA12B PCED1A PTPRA ADAM33 TMC2 TGM6 PRND PRNP ADRA1D SOX12 DEFB125 PRNT UBOX5 DEFB128 DEFB132 SIRPB2 C20orf96 SIRPA DDRGK1 TMEM239 MIR103A2 RNU6-1019P SNORD86 RNA5SP474 RPL21P2 FASTKD5 VPS16 ACTG1P3 SCRT2 C20orf202 SNORD110 SIRPB3P NRSN2-AS1 RPL19P1 SNORD57 FTLP3 UBE2V1P1 RPS4XP2 RPL7P2 SNORD56 LINC01433 SF3A3P1 PDYN-AS1 SDCBP2-AS1 UBOX5-AS1 SIRPG-AS1 RN7SL561P RAD21L1 ZCCHC3 RNU6-917P C20orf141 RN7SL555P SRXN1 CKAP2LP1 SNORA51 LINC01730 MIR103B2 MIR6869 MIR1292 chr8q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8q21 STAU2 TPD52 PAG1 RUNX1T1 CPNE3 ZFHX4 ZFAND1 CA2 RIPK2 NBN TRPA1 DECR1 CALB1 UBE2W JPH1 GDAP1 ZC2HC1A IL7 STMN2 SNX16 CRISPLD1 RDH10 NECAB1 WWP1 IMPA1 LRRCC1 E2F5 CA1 PI15 MRPS28 PMP2 TERF1 RPL7 SLC26A7 PSKH2 ATP6V0D2 ELOC LY96 PIP4P2 OTUD6B MMP16 HEY1 ZNF704 FABP5 CHMP4C HNF4G PEX2 SBSPON OSGIN2 CA3 SLC7A13 CNGB3 FABP4 PKIA TMEM70 DCAF4L2 CNBD1 RMDN1 RBIS TMEM64 KCNB2 RALYL CA13 RPSAP47 FABP12 RNA5SP273 RN7SKP231 ACTBP6 REXO1L1P SLC10A5P1 FABP9 ZBTB10 GOLGA2P1 HNRNPA1P4 RNU6-1040P RNU6-925P RNU6-1300P RNU11-6P RNU6-1197P LRRC69 RNU2-54P RNU6-285P RNU2-71P MRPS16P1 HNRNPA1P36 UBE2Q2P10 FTH1P11 RNU7-85P RPS3AP32 RPS26P34 RPL3P9 RN7SL41P RN7SL107P RN7SL308P RPS20P21 KRT8P4 CASC9 RDH10-AS1 NTAN1P2 IMPA1P1 IARS2P1 GYG1P1 RNA5SP272 RNU7-174P RNA5SP271 RNU6-1213P RNU6-1220P HAUS1P3 HIGD1AP6 C8orf88 MIOXP1 STAU2-AS1 COX6B1P6 LINC00534 VTA1P2 HMGB1P41 CA3-AS1 SLC10A5 RPSAP74 JCHAINP1 ZFHX4-AS1 UBE2HP1 OTUD6B-AS1 LINC01030 LINC01419 THAP12P7 HIGD1AP18 PKMP4 SLC2A3P4 VENTXP6 LINC02839 NIPA2P4 SLC25A51P3 TPM3P3 PRXL2AP2 AC103760.1 PKIA-AS1 LINC01111 MRPL9P1 CKS1BP7 MIR2052HG SOX5P1 LINC02235 LINC02605 MIR5708 MIR4661 MIR5681A MIR3149 REXO1L4P REXO1L8P LINC01109 PRR13P7 REXO1L9P LINC01607 RN7SL760P REXO1L3P C8orf89 REXO1L11P REXO1L12P REXO1L10P REXO1L2P REXO1L6P REXO1L5P MIR2052 MIR5681B LINC02849 AC100801.2 chr4p15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4p15 LAP3 HS3ST1 CD38 PROM1 PI4K2B BOD1L1 FAM184B CC2D2A ANAPC4 SEL1L3 DHX15 SOD3 SEPSECS TBC1D19 STIM2 NKX3-2 BST1 NCAPG PPARGC1A FBXL5 MED28 FGFBP1 FGFBP2 CPEB2 SLIT2 QDPR ADGRA3 LGI2 SLC34A2 RAB28 PACRGL C1QTNF7 DCAF16 CCKAR RBPJ ZCCHC4 LDB2 TAPT1 PCDH7 LCORL CCDC149 KCNIP4 RN7SKP170 HSP90AB2P RNU6-573P SNORA75B MIR573 MIR572 MIR218-1 RNU6-578P RPS7P6 RNA5SP156 KRT18P63 CDC42P6 FAM200B RNU7-126P RNU6-420P STIM2-AS1 RPS21P4 RPS29P11 RN7SL16P RN7SL101P RPS3AP17 LINC01096 CPEB2-DT MTND4LP22 SLIT2-IT1 LINC02438 LINC02360 LINC02472 LINC00504 HNRNPA1P65 MTCO3P44 LINC02484 LINC01085 C1QTNF7-AS1 ATP5MGP3 NACAP5 ZEB2P1 EEF1A1P21 CLRN2 LINC02261 LINC02501 GBA3 ECM1P2 MTND4P9 LINC02364 SMIM20 SEC63P2 MTCYBP43 LINC01182 LINC02493 IGBP1P5 RNPS1P1 MESTP3 LINC02506 LINC02497 LINC02270 MTND5P4 RFPL4AP3 MTND2P31 ERVH-1 LINC02353 MTND3P5 HPRT1P1 RNA5SP157 LINC02473 TAPT1-AS1 MIR5091 KCNIP4-IT1 LINC01097 SEPSECS-AS1 MIR4275 MIR7978 LINC02357 chr12p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12p11 DDX11 ARNTL2 PKP2 MRPS35 INTS13 TM7SF3 FAR2 KLHL42 DNM1L PTHLH ERGIC2 PPFIBP1 CAPRIN2 TSPAN11 SYT10 FGFR1OP2 ITPR2 CCDC91 TMTC1 IPO8 YARS2 FGD4 ALG10 SINHCAF ETFBKMT AMN1 BICD1 MED21 SMCO2 DENND5B REP15 RESF1 OVCH1 H3-5 RNU6-618P RN7SKP15 RNA5SP355 MANSC4 RNU6-472P STK38L RNU6-400P RNA5SP354 C12orf71 HMGB1P49 RPL31P50 AK4P3 LINC00941 RPL12P32 RPL21P99 ARNTL2-AS1 DDX11-AS1 TUBB8P4 RNA5SP356 RNU4-54P RNU5F-4P RNU6-1069P RNU6-494P LINC02422 DENND5B-AS1 LINC02387 AK6P1 RARS1P1 OVCH1-AS1 LINC02386 PPIAP44 DUX4L27 MREGP1 RNA5SP357 STMN1P1 chr9p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9p13 FAM214B PRSS3 FRMPD1 GBA2 CHMP5 NFX1 TESK1 CA9 CREB3 RGP1 BAG1 SHB UBE2R2 EXOSC3 GLIPR2 SLC25A51 CLTA RECK SPINK4 PHF24 DNAI1 DCAF10 CNTFR POLR1E IL11RA UBAP2 RNF38 TLN1 CCL21 SIT1 DNAJB5 SPAG8 DCTN3 CD72 TMEM8B GRHPR ALDH1B1 HINT2 ARHGEF39 IGFBPL1 ZCCHC7 FBXO10 SIGMAR1 CCDC107 NPR2 GNE RPP25L FAM219A C9orf24 MYORG NUDT2 UBAP1 AQP7 NOL6 AQP3 TRMT10B VCP PIGO STOML2 MELK ZBTB5 OR13J1 ENHO CCL19 C9orf131 TOMM5 FAM220BP GLULP4 OR13C6P ATP8B5P ANKRD18A TRBV21OR9-2 CCIN KIF24 AL162231.1 FAM205C KCTD9P3 PAX5 HRCT1 TPM2 UNC13B RUSC2 DCAF12 RN7SKP171 FAM201A FAM221B PRSS3P4 FAM205A ARID3C TRBV20OR9-2 TMX2P1 YBX1P10 CCL27 GALT TCEA1P3 MSMP FAM166B YWHAZP6 TRBV24OR9-2 HMGB3P24 FANCG RN7SKP114 RNU2-50P RNU4-53P TRBV29OR9-2 LINC01627 TUBB4BP2 ARMC8P1 SNX18P3 PGAM1P2 PAICSP1 CYP4F26P OSTCP8 SUGT1P1 RPS29P17 OR2S1P TRBV23OR9-2 SERPINH1P1 GAS2L1P1 ANKRD18B TRBV26OR9-2 ANXA2P2 LINC01400 RAB1C SYF2P2 NDUFA5P4 LINC01251 TRBV22OR9-2 SNX18P7 SPAAR UBE2R2-AS1 RPL36AP33 OR13E1P OR2AM1P CHCHD4P3 CNTFR-AS1 VN1R48P YWHABP1 PTENP1 SNORD121B SNORD121A TRBV25OR9-2 RN7SL338P RN7SL22P OR13C7 ZFAND6P1 RN7SKP24 RNU7-124P RNU4ATAC11P RNA5SP282 RNU6-677P RNU6-765P FAM205BP MIR4667 MIR4540 MIR4476 MIR4475 RMRP MIR6853 MIR6851 OR2S2 PTENP1-AS DNAJB5-DT EBLN3P FAM240B FAM95C MIR6852 AL953883.1 chr2q37 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q37 FARP2 GPC1 ASB1 NGEF SP100 HDAC4 PRLH SPP2 DGKD SP140 ATG16L1 USP40 NCL EFHD1 KCNJ13 NEU2 MLPH HDLBP PPP1R7 PASK STK25 MTERF4 HJURP LRRFIP1 RAB17 SH3BP4 KIF1A NDUFA10 SAG IQCA1 ILKAP PER2 RAMP1 SCLY GPR55 SP110 CHRND HTR2B ITM2C EIF4E2 ARMC9 CAB39 RNPEPL1 CAPN10 ACKR3 TRPM8 HES6 ESPNL ANKMY1 COPS7B DIS3L2 ANO7 GAL3ST2 B3GNT7 PDE6D AGAP1 SNED1 NPPC ALPP ALPG ALPI COL6A3 UGT1A6 SEPTIN2 DTYMK ING5 ATG4B KLHL30 GBX2 INPP5D ECEL1 NMUR1 COPS9 MAB21L4 AGXT ZBTB8OSP2 PSMD1 SPATA3 BOK THAP4 RBM44 TEX44 OR6B3 OTOS GPR35 ERFE D2HGDH LINC00471 OR6B2 ASB18 SNORC TPM3P8 UBE2F AQP12A MROH2A AQP12B SP140L LINC02610 PTMA RTP5 ARL4C PDCD1 DUSP28 AC079612.1 CHRNG COPS8 RNU6-451P RNU1-31P RNU6-268P RNU1-93P RNU6-234P RNU6-1051P SNORD82 NEU4 TRAF3IP1 GIGYF2 ECEL1P1 C2orf72 SNORA75 RNA5SP122 SNORD20 MIR149 MIR562 OR5S1P EEF1B2P7 FAM240C LINC01881 TIGD1 HDAC4-AS1 MIR1471 RNU6-1140P RNU2-22P DIS3L2P1 CICP10 MSL3P1 LINC01107 LINC01907 CROCC2 LINC01940 DNAJB3 UGT1A11P UGT1A2P TMSB10P1 RPL23AP26 UGT1A12P ECEL1P3 OR9S24P RPL3P5 LINC01891 LINC01880 GCSIR HSPE1P9 IQCA1-AS1 RPL17P11 TWIST2 LINC01237 UGT1A13P BOK-AS1 LINC01937 AC104667.2 COX20P2 AGAP1-IT1 PRSS56 BANF1P3 LINC01238 SPATA3-AS1 RNU7-127P RN7SL499P UGT1A5 UGT1A9 UGT1A1 UGT1A8 UGT1A10 UGT1A3 RN7SL834P UGT1A7 ECEL1P2 RN7SL359P UGT1A4 SEPTIN14P2 HMGB1P3 SCARNA6 RNU6-1333P SCARNA5 RNU6-107P UBE2F-SCLY CAPN10-DT MIR4777 MIR3133 RN7SL32P MIR4786 MIR2467 RN7SL204P MIR4441 MIR4269 MIR4440 RPL23AP88 MIR6811 KLHL30-AS1 LINC01173 MIR1244-1 MIR5001 chr3q29 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q29 LSG1 TNK2 TFRC DLG1 FGF12 HES1 ACAP2 IQCG NCBP2 PIGZ SENP5 FYTTD1 ATP13A4 PLAAT1 ATP13A3 TMEM44 RUBCN TM4SF19 MUC4 PCYT1A BDH1 ZDHHC19 SLC51A UBXN7 RNF168 PIGX MELTF LRRC15 XXYLT1 NRROS CEP19 FBXO45 MUC20 GP5 CPN2 PAK2 MB21D2 RPL35A PPP1R2 FAM43A SDHAP1 LMLN WDR53 LRCH3 ATP13A5 APOD OPA1 RNU6-858P RNU1-20P RNU6-646P RNU6-621P RNU6-25P RNU6-1279P RNU6-42P MIR570 RNU6-910P RNU6-821P TUBB8P8 TCTEX1D2 SMCO1 LINC00887 LINC02026 SDHAP2 RNU6-860P LINC01983 DPPA2P3 TNK2-AS1 LINC00885 MUC20P1 OPA1-AS1 ATP13A4-AS1 NCBP2-AS1 LINC02036 RPS29P3 UBXN7-AS1 SEPTIN14P3 ANKRD18DP DLG1-AS1 MELTF-AS1 LINC02048 LINC02038 ACAP2-IT1 LINC02028 XXYLT1-AS2 CICP6 LINC01972 TMEM44-AS1 LINC01063 FRG2FP LMLN-AS1 RPL23AP93 LINC00884 XXYLT1-AS1 RPSAP69 KIF3AP1 TM4SF19-AS1 VEZF1P1 FAM157A ATP13A5-AS1 LINC01968 LINC02037 RNU2-11P RN7SL434P MUC20-OT1 RN7SL215P RN7SL738P RN7SL447P RN7SL36P RNU6-1101P RNU7-18P RNU6ATAC24P MIR3137 MIR4797 RN7SL73P NCBP2AS2 RNU4-89P LINC02012 TM4SF19-TCTEX1D2 MIR6829 SMBD1P MIR922 chr13q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q12 MIPEP IFT88 ATP12A FGF9 SGCG PARP4 FLT1 KATNAL1 MEDAG HSPH1 PSPC1 ZMYM2 GJB6 GJA3 FLT3 RPL21 MTIF3 GTF3A RASL11A UBL3 LINC00544 TNFRSF19 RNF6 ATP8A2 MTUS2 ZMYM5 USPL1 XPO4 TPTE2 POMP CDK8 ALOX5AP WASF3 RNF17 GPR12 NUP58 MTMR6 SLC46A3 SLC7A1 PDX1 LNX2 EEF1AKMT1 LATS2 SAP18 SACS PABPC3 CENPJ USP12 PAN3 GJB2 CRYL1 SKA3 MICU2 CDX2 AMER2 GSX1 IL17D MRPL57 TEX26 MTUS2-AS1 RPS12P23 ATP5F1EP2 SHISA2 ZDHHC20 SPATA13 URAD POLR1D B3GLCT GTF2IP3 HMGB1 MPHOSPH8 ANKRD20A19P TUBA3C RNU6-78P RNU6-82P RNY1P1 RNU4-9P RNU6-53P TPTE2P6 PCOTH C1QTNF9B SNORA27 RNY3P4 RNU6-73P RNY1P7 SNORD102 RNU6-59P RBM22P2 RPSAP54 PRDX2P1 MRPL3P1 GRK6P1 ESRRAP1 RPS20P32 RNU2-7P RNA5SP25 RNY1P3 GAPDHP69 CYCSP32 RPS21P8 PTPN2P2 LINC00297 LINC00572 LINC00539 LINC00365 TEX26-AS1 CENPIP1 PARP4P2 LINC01058 LINC01076 LINC00350 RPL26P34 IPPKP1 IPO7P2 DDX39AP1 PHF2P2 MTND3P1 LINC00408 PSPC1-AS2 IPMKP1 RPS7P10 PPIAP28 ANKRD20A10P NPM1P4 LINC00424 H2BP6 SPATA13-AS1 PSPC1P1 THAP12P6 LINC00352 SMPD4P2 USP24P1 ANKRD26P4 LINC00362 SACS-AS1 LINC01079 FNTAP2 FGFR1OP2P1 LINC01066 BASP1P1 USP12-AS2 CCNQP3 IRX1P1 RFESDP1 WDR95P LINC00415 MTCO3P2 LINC00384 USP12-AS1 RPLP1P13 FTH1P7 MFAP1P1 EEF1A1P3 LINC00385 LINC00442 RPL34P27 MRPS31P2 LINC00327 MIPEPP3 LINC01046 HMGA1P6 ST6GALNAC4P1 RANP8 CYCSP33 CYP51A1P2 HNRNPA1P30 LATS2-AS1 ATP8A2P3 RPS3AP44 LINC00463 ELOBP1 PPIAP27 NUS1P3 NUS1P2 PRUNEP1 LINC00412 GAPDHP52 CHCHD2P8 TATDN2P3 RPL23AP69 ESRRAP2 EIF4A1P7 LINC01072 LINC00545 TIMM8BP1 POM121L13P UBE2L5 LINC00427 CNOT4P1 MTUS2-AS2 SDAD1P4 LINC00421 ZDHHC20-IT1 WASF3-AS1 SLC25A15P2 NME1P1 ANKRD26P3 KRR1P1 LINC00398 RPL7AP73 LINC00426 CASC4P1 LINC01053 SLC35E1P1 C1QTNF9 C1QTNF9-AS1 RN7SL272P RN7SL741P RN7SL766P PSPC1P2 PLUT SLC25A15P3 RNU6-70P RNA5SP24 RNU6-63P MIR2276 RNU6-64P RNU6-58P TPTE2P1 LINC00556 LINC00543 PAN3-AS1 LINC00566 LINC00621 MIR4499 LSP1P1 KATNBL1P1 RN7SL166P LINC02340 chr3p21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p21 SEMA3F RBM5 RBM6 ZMYND10 CACNA2D2 CELSR3 UQCRC1 PHF7 SEMA3G NISCH STAB1 ABHD5 LARS2 SEMA3B LTF CHDH GLT8D1 ALAS1 PARP3 MAP4 ITIH4 ITIH1 IL17RB RHOA HYAL2 RASSF1 IP6K2 EXOSC7 PTPN23 DOCK3 C3orf18 KIF9 PCBP4 SELENOK ACTR8 PFKFB4 COL7A1 PRKAR2A USP4 GNAT1 GNAI2 HYAL1 TUSC2 NPRL2 CYB561D2 CSPG5 KLHL18 SCAP HEMK1 CISH MAPKAPK3 RRP9 ABHD14B ABHD14A-ACY1 DNAH1 TNNC1 SPCS1 NEK4 CCRL2 CCR2 TMEM115 DHX30 LIMD1 ZNF660 AMT TCTA NICN1 UCN2 DCAF1 MANF CACNA1D CACNA2D3 ANO10 CCR5 NBEAL2 CCDC12 PTH1R MYL3 RPL29 ITIH3 KIAA1143 KIF15 TGM4 ZDHHC3 CDCP1 CLEC3B SLC6A20 LZTFL1 FYCO1 CCR1 RTP3 LRRC2 ELP6 BAP1 TKT PRKCD RFT1 SFMBT1 GNL3 PBRM1 CDC25A CAMP ZNF589 FBXW12 PLXNB1 CCDC51 ATRIP SHISA5 BSN APEH RNF123 CAMKV MON1A MST1R RAD54L2 TEX264 GRM2 DUSP7 POC1A PPM1M WDR82 GLYCTK NT5DC2 SMIM4 TMEM42 ZNF35 LAMB2 USP19 QARS1 NME6 CXCR6 IQCF1 DAG1 CCDC36 SMARCC1 MST1 GMPPB XCR1 CCR9 TOPAZ1 AMIGO3 IP6K1 CCDC71 ARIH2 IMPDH2 ALS2CL PRSS42P NDUFAF3 DALRD3 WDR6 P4HTM SLC25A20 ZNF852 TCAIM LSMEM2 GPR62 SETD2 TMIE UBA7 TMEM89 CCR3 TRAIP IQCF2 ZNF445 INKA1 KLHDC8B ZNF501 ZNF197 HYAL3 CDHR4 PRSS45P C3orf62 SLC38A3 ZKSCAN7 ZNF502 QRICH1 MIR425 MIRLET7G RNA5SP130 RNA5SP132 RNA5SP131 SNORD38C MIR191 MIR135A1 MIR138-1 SACM1L SNORD69 SNORD19 STIMATE NCKIPSD TREX1 IQCF5 IQCF6 IFRD2 MPRIPP1 EI24P3 RNU6ATAC29P RNU6ATAC16P MIR1226 ARIH2OS SNORD19C CCR5AS RPS24P8 PRKAR2A-AS1 VPS26BP1 SLC26A6 C3orf86 PRSS44P BSN-DT NRBF2P2 RPL12P44 KIF9-AS1 PPIAP69 LINC02585 FCF1P2 SPINK8 FLT1P1 MRPS18AP1 IQCF3 LIMD1-AS1 NDUFB1P1 TMA7 SEMA3B-AS1 LARS2-AS1 GPX1 ZNF197-AS1 ACTBP13 SEMA3F-AS1 ZMYND10-AS1 BSN-AS1 ZNF652P1 IQCF5-AS1 SNRPFP4 SOCS5P3 RHOA-IT1 NRADDP UQCRC2P1 ZKSCAN7-AS1 C3orf84 SNORD19B SNORD13P3 COX6CP14 TLR9 ITIH4-AS1 ST13P14 TDGF1 RN7SL182P RN7SL504P SERBP1P3 GLYCTK-AS1 ALDOAP1 CABYRP1 NAA80 ACY1 RN7SL145P RN7SL870P TWF2 ABHD14A STIMATE-MUSTN1 TMEM158 RNU5B-3P MIR2115 RNU6-856P RNU6-367P RNU7-128P RBM15B PRSS46P MIR4271 RN7SL217P RN7SL664P MIR4443 LRRC2-AS1 BOLA2P2 MIR4787 MUSTN1 DCP1A LINC02019 MIR5787 MIR8064 MRPL57P3 RN7SL321P MIR6823 RASSF1-AS1 RBM5-AS1 LINC01988 FAM240A LINC02009 PRSS50 MIR5193 MIR6872 MIR711 MIR6824 MIR6890 MIR564 MIR4793 chr1p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p12 WDR3 TBX15 PHGDH WARS2 HAO2 REG4 HMGCS2 ADAM30 NOTCH2 VTCN1 ZNF697 SPAG17 TENT5C HSD3BP1 RNU1-75P GDAP2 MAN1A2 HSD3BP5 HSD3BP4 HSD3B1 HSD3BP2 HSD3B2 RNU6-465P VDAC2P3 NBPF7 RNA5SP56 RBMX2P3 WARS2-IT1 PSMC1P12 GAPDHP32 NOTCH2P1 VPS25P1 RPL6P2 PFN1P9 PNRC2P1 GAPDHP58 HAO2-IT1 WARS2-AS1 LINC01780 GAPDHP74 LINC01525 GAPDHP23 RPS3AP12 GAPDHP27 GAPDHP33 HSD3BP3 LINC00622 SEC22B chr4p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4p11 FRYL SLAIN2 OCIAD1 CWH43 TEC OCIAD2 SLC10A4 ZAR1 TPI1P4 OCIAD1-AS1 MTND3P22 SNX18P25 SNX18P23 ANKRD20A17P SNX18P24 RNU5E-3P RNU6-158P MTCO3P42 MTCO3P39 chr10q26 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10q26 ZRANB1 OAT FGFR2 INPP5A DHX32 IKZF5 RAB11FIP2 EIF3A SEC23IP ATE1 NSMCE4A PLEKHA1 LHPP EDRF1 BCCIP EBF3 GLRX3 C10orf88 PRLHR DENND10 WDR11 CPXM2 ECHS1 TUBGCP2 CALY CYP2E1 PTPRE BTBD16 CUZD1 TACC2 MKI67 FUOM LRRC27 MTG1 NKX6-2 PAOX ADAM12 RGS10 DOCK1 DPYSL4 VENTX ADAM8 CACUL1 TIAL1 BAG3 BUB3 GPR26 MMP21 C10orf90 PDZD8 ABRAXAS2 FAM204A PRDX3 STK32C PRAP1 HTRA1 MIR202HG EMX2 MGMT SYCE1 UTF1 KNDC1 CFAP46 PWWP2B TEX36 CTBP2 PPP2R2D BNIP3 DMBT1P1 TCERG1L LINC01561 CASC2 PSTK C10orf91 NACAP2 CLRN3 CHST15 C10orf120 SFXN4 FOXI2 DMBT1 JAKMIP3 NANOS1 HMX3 UROS HMX2 INSYN2A LINC01164 FAM53B ACADSB ADGRA1 MCMBP ZNF511 INPP5F GRK5 RNU6-728P SPRN FANK1 EEF1AKMT2 FAM24A PLPP4 SNORA19 RPL23AP60 SAR1AP2 FAM24B YBX2P1 RARRES2P2 LDHAP5 SCART1 NPS ALDOAP2 MRPS21P6 NPM1P31 RPL21P16 RNU2-42P RNA5SP328 RN7SKP167 RPS15AP5 EDRF1-DT LINC02667 LINC01167 TOMM22P5 FRG2B ATE1-AS1 LINC01153 WDR11-AS1 RPS8P4 RPS26P39 GRK5-IT1 LINC01165 RPS10P18 NKX1-2 EMX2OS TCERG1L-AS1 LINC02641 BANF1P2 CLUHP5 LINC00867 TXNP1 LINC01166 CTAGE7P RPS27P18 PPIAP32 FAM53B-AS1 FANK1-AS1 AGGF1P2 OR6L1P GNG10P1 SLC25A18P1 RAD1P1 LINC02674 LINC00601 RPL5P28 RPL17P36 LINC02646 RPL19P16 EDRF1-AS1 C10orf143 DUX4L29 TEX36-AS1 AL354863.1 LINC01168 RN7SL846P RN7SL749P ARMS2 ADGRA1-AS1 MIR4296 MIR378C MIR4484 MIR4682 MIR3944 MIR3941 MIR4681 MIR4297 PHACTR2P1 BUB1P1 OR6L2P OR7M1P AC023282.1 DUX4L24 DUX4L21 DUX4L13 DUX4L20 DUX4L14 DUX4L23 DUX4L22 DUX4L15 DUX4L10 DUX4L11 DUX4L12 DUX4L28 DUX4L25 LINC01163 LINC02666 ZNF511-PRAP1 MIR202 AL603764.2 chr13q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q21 DIS3 PIBF1 TDRD3 PCDH17 BORA DIAPH3 KLHL1 PCDH9 RN7SKP6 RNY4P28 RNA5SP30 RNU6-54P RNU6-81P MZT1 PRR20B PRR20A RNY3P5 RNU6-80P RNY3P10 PPP1R2P10 RPSAP53 STARP1 LGMNP1 HMGN2P39 CTAGE16P OR7E104P RNY4P29 RNA5SP31 DNAJA1P1 DIAPH3-AS2 SRSF1P1 LINC00378 PCDH9-AS3 RPL31P53 SNRPFP3 RABEPKP1 OR7E33P MTCL1P1 RPL21P110 LINC00348 PRR20D LINC00434 LINC01442 DIAPH3-AS1 LINC00376 LINC01074 LINC00355 RPL18AP17 NPM1P22 SPATA2P1 HNF4GP1 LINC00448 PCDH9-AS2 LINC00459 LINC00358 PRR20C RPL12P34 HNRNPA1P18 MTCO2P3 LINC00364 LINC01075 ATXN8OS RPS3AP52 LINC00395 OR7E111P RPL32P28 PSMC1P13 ZDHHC20P4 POLR3KP1 RPS10P21 LINC00374 RPL35AP31 PCDH9-AS4 RAC1P8 PRR20E SLC25A5P4 PCDH9-AS1 ELL2P3 LINC01052 LINC00383 TRIM60P19 RPL37P21 H3P36 HNRNPA3P5 EIF4A1P6 AL445989.1 RPL21P109 NFYAP1 TARDBPP2 RNU7-87P RNU7-88P RN7SL761P MIR4704 MIR548X2 MIR5007 RN7SL375P MIR3169 PRR20FP RPP40P2 BCRP9 SQSTM1P1 OR7E156P DACH1 LINC02338 LINC02335 LINC02339 PCDH20 LINC02342 LINC00550 AL445238.1 AL590027.1 AL159156.1 chr15q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q23 PIAS1 MYO9A PKM AAGAB IQCH CORO2B CLN6 CALML4 THAP10 MAP2K5 KIF23 ITGA11 PARP6 RPLP1 PAQR5 LRRC49 UACA GLCE TLE3 ANP32A CELF6 LARP6 SENP8 FEM1B GRAMD2A THSD4 TMEM202 SKOR1 C15orf61 RNU6-745P RNA5SP399 RNU6-1 MIR629 EWSAT1 HEXA RNU2-65P CT62 RPL29P30 RPL5P3 RPS24P16 RPL12P35 DRAIC NOX5 SPESP1 KRT8P9 LINC02205 HNRNPA1P5 IQCH-AS1 HMGB1P6 THSD4-AS1 HEXA-AS1 EIF5A2P1 HMGN2P40 MIR4312 CARS1P1 NR2E3 SALRNA2 LINC02204 SALRNA3 chr2p21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p21 MTA3 TTC7A SRBD1 MSH2 COX7A2L THADA EPAS1 RHOQ CRIPT EPCAM PPM1B DYNC2LI1 ABCG5 PREPL SLC3A1 SIX3 LRPPRC CAMKMT ABCG8 EML4 CALM2 PIGF ZFP36L2 PLEKHH2 PKDCC OXER1 HAAO SIX2 KCNG3 PRKCE SOCS5 MCFD2 LINC02583 RNU6-137P RNU6-1048P LINC01121 C2orf91 RNU6-242P MIR559 LINC01913 LINC01118 RN7SKP119 RNU4-63P C1GALT1C1L PDSS1P2 EML4-AS1 FTOP1 RPL12P19 LINC01820 U51244.1 LINC02580 LINC01819 VDAC1P13 LINC02590 LINC01914 EPCAM-DT LDHAP3 SIX3-AS1 BCYRN1 LINC01119 RN7SL414P STPG4 RN7SL817P ATP6V1E2 RN7SKP66 RNU6-566P RNU6-958P LINC01833 RN7SL455P RN7SL531P LINC01126 TMEM247 chr19q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr19q12 POP4 CCNE1 URI1 TSHZ3 C19orf12 PLEKHF1 UQCRFS1 VSTM2B ZNF536 RNU6-967P RN7SL340P RPL9P32 RNA5SP470 RNA5SP471 LINC01834 LINC01532 PPIAP58 LINC00906 LINC02841 AC011525.2 AC007786.1 TAF9P3 LINC01791 MAN1A2P1 chr20p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr20p11 CST7 XRN2 KIZ SNX5 RBBP9 DZANK1 CFAP61 VSX1 PYGB ABHD12 GINS1 NINL SEC23B CRNKL1 CST9L CST3 CST4 SYNDIG1 APMAP FOXA2 FAM182A CD93 GZF1 PAX1 NAPB CST8 NKX2-4 NKX2-2 DTD1 CSTL1 CST11 ZNF133 OVOL2 MGME1 ZNF337 SCP2D1 NXT1 POLR3F RIN2 SSTR4 GGTLC1 C20orf78 KAT14 ACSS1 POM121L3P NANP CST5 CST2 CST1 CST9 INSM1 NAA20 FAM182B THBD LINC00652 SLC24A3 RALGAPA2 ENTPD6 RNA5SP477 RN7SKP74 RNU1-23P RNA5SP478 RNA5SP479 CST9LP2 CST9LP1 CST13P RNU6-1257P SNORD17 RNU6-192P EIF4E2P1 ZNF337-AS1 CYB5AP4 RPS15AP1 RPS19P1 KRT18P3 PTMAP3 RNU6ATAC34P RN7SKP140 LINC00237 LINC01427 RPL21P3 MRPS11P1 LINC01733 CST12P ZNF877P RPL41P1 MIR663AHG RPL15P1 PPIAP2 GSTM3P1 CSTP1 CFTRP1 RPL17P1 LINC01721 AL118508.1 LINC01747 VN1R108P DUXAP7 SMIM26 CST2P1 LINC01431 KIZ-AS1 PET117 SLC25A6P1 EEF1A1P34 LINC00656 DTD1-AS1 GAPDHP53 LINC01432 AL049651.2 NXT1-AS1 RPL24P2 GCNT1P1 MED28P7 RPL12P12 LINC00851 LNCNEF NCOR1P1 RN7SL594P RN7SL638P CFAP61-AS1 RNU6ATAC17P RNA5SP476 RNU7-137P RNU2-56P NKX2-2-AS1 LINC00261 RN7SL690P MIR3192 RN7SL14P LLPHP1 LINC00653 BSNDP2 BSNDP1 BSNDP3 CSTP2 RN7SL607P LINC01727 LINC01726 MIR663A AL121894.3 chr5q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q22 YTHDC2 KCNN2 EPB41L4A CDO1 REEP5 TMED7 APC NREP WDR36 TSLP FEM1C ATG12 CAMK4 TRIM36 SRP19 SLC25A46 STARD4 PGGT1B CCDC112 MCC DCP2 AP3S1 TMEM232 TSSK1B RNU6-482P ZRSR2P1 MIR548F3 RNU2-49P RN7SKP89 EPB41L4A-AS1 SNORA13 TICAM2 STARD4-AS1 HMGB3P16 AK3P4 BCLAF1P1 CTNNA1P1 HMGN1P14 HMGN1P13 XBP1P1 CBX3P3 NREP-AS1 HMGN1P15 LINC02200 CCT5P1 TRIM36-IT1 H3P24 TMED7-TICAM2 LINC01957 RNU4ATAC13P RN7SKP57 EPB41L4A-DT AC093240.1 chr4p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4p13 SLC30A9 LIMCH1 PHOX2B TMEM33 NDUFB4P12 ATP8A1 UCHL1 APBB2 SHISA3 DCAF4L1 KCTD8 BEND4 RNU1-49P GRXCR1 RN7SL691P RPL12P20 RN7SL193P RPS7P7 LINC00682 LINC02383 CCNL2P1 OR5M14P ATP1B1P1 HMGB1P28 AC114757.1 UCHL1-AS1 LINC02475 RN7SKP82 chr8q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8q23 EIF3E EMC2 TRPS1 NUDCD1 ENY2 SYBU EBAG9 RSPO2 ANGPT1 KCNV1 CSMD3 OXR1 TMEM74 TRHR ABRA RNA5SP276 RNA5SP275 PKHD1L1 SLC16A14P1 RNU4-37P RPL30P16 MIR2053 RPSAP48 RPS17P14 RPL12P24 PGAM1P13 LINC00536 ZFPM2-AS1 RNU7-84P LINC01609 H2AZP7 NRBF2P4 TMCC1P1 LINC02237 TRMT10BP1 TAGLN2P1 CARS1P2 LINC01608 NDUFB9P3 EEF1A1P37 HMGB1P46 MAPK6P5 MTCO1P47 SERPINA15P chr19p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr19p12 ZNF85 ZNF430 ZNF66 ZNF208 ZNF714 ZNF91 ZNF738 ZNF708 ZNF730 ZNF93 ZNF626 ZNF724 ZNF676 ZNF681 ZNF493 ZNF729 ZNF431 ZNF429 ZNF100 ZNF682 ZNF257 ZNF98 ZNF675 ZNF849P ZNF43 RNA5SP469 RNA5-8SP4 RNU6-1179P AC092279.1 ZNF726 ZNF99 ZNF90 RPSAP58 ZNF492 ZNF826P RPL34P34 ZNF737 MIR1270 RPS27P29 RPL7AP10 RN7SL860P RPL34P33 RPL36AP51 ZNF486 LINC01859 LINC01858 BNIP3P16 SNX6P1 LINC01785 BNIP3P40 BNIP3P30 ZNF725P VN1R84P PCGF7P VN1R91P BNIP3P22 VN1R78P BNIP3P25 BNIP3P23 VN1R81P MTDHP3 BNIP3P27 BNIP3P38 VN1R83P MTDHP4 VN1R88P VN1R80P LINC00664 ZNF723 BNIP3P26 BNIP3P33 VN1R87P VN1R90P BNIP3P32 VN1R92P CDC42EP3P1 VN1R82P KRT18P40 BNIP3P24 BNIP3P18 ZNF728 BRI3BPP1 ZNF209P BNIP3P13 VN1R93P GOLGA2P9 VN1R85P LINC01233 LINC01224 BNIP3P8 ZNF92P2 BNIP3P34 MTDHP5 MTDHP2 BNIP3P39 BNIP3P29 IPO5P1 VN1R79P BNIP3P31 BNIP3P37 BNIP3P15 BNIP3P28 BNIP3P17 BNIP3P19 BNIP3P35 BNIP3P36 BNIP3P20 chr21q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr21q22 PRDM15 PFKL HUNK COL6A1 IFNAR1 SOD1 COL6A2 SIK1 DNMT3L TRPM2 TMEM50B DOP1B URB1 CLDN8 TIAM1 SCAF4 VPS26C DYRK1A KCNJ6 KCNJ15 ERG ETS2 LCA5L MX1 C2CD2 MIS18A CFAP298 SYNJ1 PAXBP1 IFNAR2 IFNGR2 GART SON DONSON KCNE2 RCAN1 CLIC6 RUNX1 CBR1 CBR3 MORC3 CHAF1B CLDN14 SIM2 HLCS ABCG1 TFF3 TFF2 TFF1 TMPRSS3 UBASH3A RSPH1 SLC37A1 PDE9A WDR4 NDUFV3 PKNOX1 CBS U2AF1 CRYAA HSF2BP RRP1B PDXK CSTB RRP1 AGPAT3 TRAPPC10 GATD3A ICOSLG AIRE CFAP410 LRRC3 ITGB2 FAM207A FTCD SPATC1L LSS MCM3AP C21orf58 PCNT DIP2A S100B PRMT2 EVA1C MRAP DSCAM ZBTB21 SLC19A1 TSPEAR UMODL1 DNAJC28 KCNE1 GET1 BACE2 YBEY LINC00334 KRTAP11-1 TTC3 KRTAP13-2 COL18A1 TSPEAR-AS2 PCP4 IGSF5 RIPPLY3 LINC01547 PTTG1IP RIPK4 MX2 PSMG1 COL18A1-AS1 PCBP3 KRTAP8-1 B3GALT5 FAM3B TMPRSS2 DSCR4 KRTAP20-2 OLIG1 LINC00315 KRTAP19-1 UMODL1-AS1 KRTAP6-1 UBE2G2 B3GALT5-AS1 SUMO3 LINC00313 SH3BGR BRWD1 PIGP SETD4 POFUT2 KRTAP22-1 KRTAP19-6 KRTAP6-2 KRTAP19-2 KRTAP19-4 KRTAP15-1 KRTAP13-4 KRTAP19-5 KRTAP23-1 KRTAP21-1 KRTAP21-2 KRTAP12-1 KRTAP10-8 KRTAP10-6 LINC00319 KRTAP24-1 RIMKLBP1 KRTAP10-12 ADARB1 KRTAP26-1 DSCR8 KRTAP13-1 SLC5A3 RNU6-859P RNA5SP491 RNU6-992P SNORA80A RNU6-396P KRTAP12-3 KRTAP10-2 HMGN1 SMIM11A ITSN1 CRYZL1 OLIG2 C21orf62 C21orf62-AS1 KRTAP19-8 KRTAP20-3 KRTAP20-4 KRTAP22-2 KRTAP27-1 MIR802 RNU6-696P RPL23AP4 KRTAP12-4 KRTAP10-3 KRTAP6-3 H2AZP1 RPL31P1 SRSF9P1 RPS9P1 RPL23AP3 RPS5P3 MCM3AP-AS1 KRTAP10-4 KRTAP10-1 AATBC MRPL20P1 KRTAP10-9 KRTAP10-10 KRTAP12-2 FAM243A RNA5SP492 MTND6P21 DSCR4-IT1 RPL34P3 DIP2A-IT1 PSMD4P1 LINC00205 IL10RB-DT LINC00114 BACE2-IT1 ATP5MFP1 COL18A1-AS2 RPS5P2 MTCYBP21 RPL18AP2 RPL8P2 LINC01678 LINC01671 MEMO1P1 LINC00323 USF1P1 MYL6P1 ITGB2-AS1 MIS18A-AS1 LINC00307 RNF6P1 LINC00310 LINC00111 RPSAP64 KRTAP8-3P MTND5P1 RPL3P1 RPS26P4 OR7E23P TTC3-AS1 LINC02575 RPL23AP12 MTCO1P3 UBE3AP2 LINC01690 EXOSC3P1 HMGN1P2 LINC01548 LRRC3-DT METTL21AP1 RPS20P1 IMMTP1 TRPM2-AS LINC00159 DSCR9 YRDCP3 FBXW11P1 LINC00160 DSTNP1 KRTAP21-3 LINC01436 SPATA20P1 LINC01423 EZH2P1 SNRPGP13 DNMT3L-AS1 KRTAP25-1 LINC00112 LINC00945 TIMM9P2 MRAP-AS1 MRPL51P2 LINC01700 KRTAP8-2P ERVH48-1 KCNJ6-AS1 DSCR10 KRTAP13-5P DSCAM-IT1 PSMA6P3 LINC01694 BTF3P6 PPP1R2P2 TMEM97P1 TPT1P1 H2BS1 LINC01426 LINC00163 JCADP1 DSCAM-AS1 KRTAP19-10P SSR4P1 PCBP2P1 MYL6P2 TSPEAR-AS1 KRTAP10-13P LINC00479 KRTAP21-4P LINC01424 KRTAP19-11P FRGCA CBR3-AS1 HUNK-AS1 ZNF295-AS1 FTCD-AS1 BRWD1-IT1 AP000251.1 HLCS-IT1 LINC00316 KRTAP19-9P LINC00322 LINC00649 LINC01679 BRWD1-AS1 PAXBP1-AS1 KRTAP13-3 KRTAP10-5 ATP5PO PWP2 TCP10L KRTAP10-11 SMIM34A IL10RB MRPS6 KRTAP19-3 RN7SL740P KRTAP19-7 KRTAP20-1 KRTAP13-6P RNU6-1150P RNU6-1149P RNA5SP490 BRWD1-AS2 URB1-AS1 LINC00165 MIR3197 RN7SL678P MIR4760 MIR5692B MIR4327 C21orf59-TCP10L DPRXP5 KRTAP10-7 KRTAP7-1 MIR6814 MIR6815 MIR6508 PICSAR KRTAP12-6P MIR6070 PLAC4 LINC01668 MIR6501 WRB-SH3BGR PCSEAT chr4q34 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q34 AGA GALNT7 NEIL3 SPCS3 GLRA3 GPM6A WDR17 SPATA4 VEGFC HMGB2 SAP30 SCRG1 HAND2 FBXO8 CEP44 HPGD ASB5 ADAM29 GALNTL6 TENM3-AS1 RNA5SP173 RNA5SP172 RANP6 TENM3 MIR1305 MIR548T RN7SKP136 LINC01098 MORF4 HAND2-AS1 RN7SL253P RPL5P11 LINC02268 LINC00290 LINC02504 ADAM20P2 LINC02431 LINC02174 LINC02500 LINC02509 MARK2P4 LINC02269 NDUFB5P1 TSEN2P1 TEMN3-AS1 CCNHP1 LINC01099 RN7SKP13 RNU6-1096P RNU1-45P MIR4276 SAP30-DT MIR6082 chr11q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q23 PHLDB1 USP2 USP28 REXO2 RBM7 MCAM ZW10 ALG9 NXPE1 ARCN1 CRYAB ZBTB16 ZPR1 TECTA SC5D APOA5 APOA4 APOC3 CEP164 IL10RA UBE4A DDX6 UPK2 CBL NECTIN1 POU2AF1 KMT2A TREH IFT46 APOA1 RPS25 NXPE4 TMPRSS4 BUD13 TRIM29 SLC37A4 BTG4 POU2F3 PPP2R1B C11orf1 FXYD6 ARHGAP20 FXYD2 TMPRSS13 TTC12 NCAM1 DRD2 C11orf52 HTR3B GRIK4 HYOU1 MPZL2 SCN2B SIDT2 TMEM25 TAGLN C11orf53 DIXDC1 DLAT PIH1D2 NKAPD1 TIMM8B IL18 TEX12 PTS THY1 TBCEL SIK3 MPZL3 JAML PCSK7 CD3G CXCR5 VPS11 NLRX1 TMPRSS5 HTR3A NNMT RNF214 ATP5MG CD3D PAFAH1B2 SIK2 ANKK1 HSPB2 DPAGT1 HINFP ABCG4 PDZD3 C2CD2L TTC36 RNF26 FOXR1 RPL37AP8 SCN4B DSCAML1 C11orf71 TLCD5 CADM1 C11orf88 OAF CCDC84 BCL9L BACE1 H2AX PLET1 COLCA1 TRAPPC4 ARHGEF12 BCO2 CD3E RNU6-1123P RNA5SP350 RNY4P6 RNU6-1107P NXPE2 SDHD LAYN RNU6-44P RNU6-1157P RNU6-376P MIR34C MIR34B RPL23AP62 ST13P10 KCTD9P4 COLCA2 RNU6-262P RN7SKP273 C1QTNF5 NCAM1-AS1 CLDN25 KRT8P7 PPIHP1 HNRNPA1P60 MFRP APOA1-AS LINC02151 LINC02702 RNU6-893P RNA5SP351 RNU7-187P RPS17P15 RN7SL688P RPL23AP64 RPS6P16 RPS29P19 RPL5P30 RPS12P21 RPS4XP12 USP2-AS1 LINC00900 CCDC153 LINC02762 RNU2-60P HSPB2-C11orf52 ALG9-IT1 SETP16 HMGB1P42 LINC02744 GNG5P3 LINC02763 ELOCP22 CCDC84-DT HSPE1P18 MRPS36P4 TREHP1 FXYD6-FXYD2 NECTIN1-AS1 SMIM35 DUXAP5 AP002954.1 LINC02764 FDXACB1 RPL12P46 NXPE2P1 MTRF1LP1 ATF4P4 HMBS LINC02698 LINC02703 LRRC37A13P MIR4491 MIR4492 MIR4301 PRR13P3 LINC02550 RN7SL828P BACE1-AS MIR6756 MIR6716 AP003100.3 chr10p14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10p14 CELF2 SEC61A2 GATA3 ITIH5 ECHDC3 PROSER2 USP6NL UPF2 CDC123 ITIH2 KIN NUDT5 ATP5F1C TAF3 DHTKD1 CELF2-AS1 GATA3-AS1 SFMBT2 RNU6-535P RNA5SP299 KRT8P37 LINC02665 LINP1 LINC02670 PRPF38AP1 SFTA1P PROSER2-AS1 LINC02648 LINC02663 LINC00710 ELOCP3 LINC00709 LINC00708 LINC02642 LINC02676 COX6CP17 HSP90AB7P CHCHD3P1 CELF2-AS2 LINC00707 RNU6-1095P MIR548AK CELF2-DT CUX2P1 RNU6-88P LINC00706 chr9q34 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9q34 LAMC3 PHPT1 ENTPD2 FCN1 NUP188 CRAT SH2D3C ABL1 DNM1 ENG AK1 TBC1D13 NCS1 KCNT1 FUBP3 LHX3 EDF1 RAPGEF1 NPDC1 SETX PTGDS ABCA2 WDR34 SET PTPA GLE1 LCN1P1 PAEP OBP2A MRPS2 SARDH DBH TTF1 GTF3C4 DDX31 BARHL1 AIF1L FAM78A NUP214 TRAF2 OLFM1 CAMSAP1 UBAC1 COL5A1 PNPLA7 ASS1 PRDM12 EXOSC2 POMT1 UCK1 FIBCD1 PRRC2B LRRC8A CDK9 ODF2 TOR1B C9orf78 TOR1A NIBAN2 ST6GALNAC4 STXBP1 FPGS USP20 DPM2 SURF4 GBGT1 SURF1 SURF2 SURF6 MED22 REXO4 RPL7A GTF3C5 ASB6 PTGES2 NTMT1 CIZ1 SLC25A25 SH3GLB2 MIGA2 PTGES LCN2 HMCN2 GPR107 PAXX INPP5E LCN9 SEC16A DPH7 NOTCH1 CACNA1B NACC2 FBXW5 TUBBP5 RALGDS VAV2 ADAMTS13 CACFD1 SLC2A6 FCN2 C9orf116 LCN1 GPSM1 CFAP157 TOR2A ST6GALNAC6 ZER1 ZDHHC12 PKN3 PLPP7 MED27 SOHLH1 QSOX2 SNAPC4 PMPCA ENTR1 AK8 SPACA9 TSC1 GFI1B DIPK1B ZMYND19 NSMF TTC16 PIP5KL1 FAM102A GOLGA2 TRUB2 COQ4 SLC27A4 URM1 CERCAM DOLPP1 ENDOG PRRX2 CLIC3 AGPAT2 BRD3 CELP CEL KYAT1 OBP2B C9orf16 NAIF1 EGFL7 ABO DOLK PHYHD1 SWI5 TPRN SSNA1 ANAPC2 GRIN1 C8G DPP7 MAN1B1 MAMDC4 LCN15 C9orf62 C9orf50 C9orf106 C9orf139 FUT7 EHMT1 MRPL41 LRRC26 LCN12 TMEM210 SAPCD2 RXRA PTRH1 FNBP1 EXD3 MYMK TMEM203 CARD9 LCN10 FAM166A TUBB4B IER5L CFAP77 NDOR1 QRFP NOXA1 ENTPD8 NELFB EEF1A1P5 NTNG2 WDR5 C9orf163 PPP1R26 RABL6 GPRACR FAM163B ARRDC1 CYSRT1 UAP1L1 SPTAN1 STPG3 ADAMTSL2 TOR4A NRARP LINC02692 SLC34A3 STKLD1 SPOUT1 MIR126 SNORD36A SNORD36B ARRDC1-AS1 LCN8 GLT6D1 COL5A1-AS1 LCN1P2 LINC00963 SNORD24 MIR199B MIR602 RNF208 NCLP1 CCDC183 DNLZ LCNL1 RNU6ATAC RNA5SP296 RNU6-785P TMSB4XP4 LINC02247 PAEPP1 ATP6V1G1P3 SOCS5P2 PPP1R26-AS1 DBH-AS1 ODF2-AS1 VTI1BP4 CCDC183-AS1 EIF4A1P3 SNORD62B AJM1 FAM157B SNHG7 RNF224 LINC01503 UBE2V1P4 SETP5 HMGA1P4 SLC25A25-AS1 BRD3OS SNORD62A PRRX2-AS1 AL354761.1 LINC01502 NALT1 TMEM250 RNU7-171P RNU7-21P RN7SL328P RN7SL159P TMEM141 RNU5D-2P SNORD36C RNU6-881P LINC02846 CCDC187 MIR4673 MIR3621 MIR548AW MIR4669 MIR4672 MIR3689D2 MIR3689B RN7SL665P RN7SL560P MIR3689C MIR3154 MIR4674 MIR4292 MIR3689D1 MIR3689A MIR4479 MIR3689F MIR3689E LCN6 MAN1B1-DT ARF4P1 MIR6877 SNORA17A STPG3-AS1 MIR6855 SNORA17B MIR6856 MIR6722 MIR219B PRRT1B MIR3960 MIR3911 MIR219A2 MIR7114 MIR2861 chr2q33 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q33 ALS2 CASP10 CFLAR CLK1 NDUFS1 NOP58 CASP8 ANKRD44 MPP4 STRADB BZW1 INO80D EEF1B2 ADAM23 COQ10B SF3B1 MOB4 HSPE1 PLCL1 ORC2 TRAK2 SUMO1 PARD3B CRYGD FASTKD2 NRP2 CREB1 KLF7 CYP20A1 NDUFB3 GTF3C3 SATB2 AOX1 CARF CDK15 MDH1B FAM117B WDR12 ABI2 HSPD1 CCDC150 METTL21A CPO NBEAL1 BOLL KCTD18 FAM126B FLACC1 C2CD6 TMEM237 FZD7 RFTN2 TYW5 MAIP1 CCNYL1 FZD5 CRYGC SGO2 ICA1L CTLA4 ICOS CRYGA RAPH1 C2orf69 PLEKHM3 CD28 CRYGB KIAA2012 GPR1 C2orf66 C2orf80 SPATS2L NIF3L1 PGAP1 RNU6-664P RNU6-312P RNY4P34 RNU1-133P RN7SKP178 ZDBF2 RPL12P16 BMPR2 RNU6-1029P RNU6-474P SNORD51 RNU6-31P SNORA41 RNU6-440P RNU6-360P SNORD70B SNORD70 PPP1R14BP2 NPM1P46 PPIAP68 NPM1P33 SEPHS1P6 MIR1302-4 KIAA2012-AS1 RN7SKP200 RNU6-651P RNA5SP115 RPS29P9 MTCO1P17 DAZAP2P1 HMGN1P6 LINC01857 MTATP6P16 BICD1P1 MTND3P16 RPL17P10 KRT18P39 RPL12P17 LINC01802 RPL23AP36 HNRNPA3P15 HNRNPA1P35 MTND4P23 SATB2-AS1 FTCDNL1 CFLAR-AS1 RPL23AP30 MTND5P25 MTND4P30 MTCO3P16 MTND5P31 PSMA2P3 CRYGEP MYOSLID BZW1-AS1 ATP5MC2P3 UBE2V1P11 ANKRD44-AS1 DYTN IMPDH1P10 RPL7P14 MTND3P17 MTCO1P54 KRT8P15 MTCO2P17 HNRNPA1P51 MTND4LP16 MTCO2P16 FAM237A MTND4LP13 MTATP6P17 LINC01923 DSTNP5 ANKRD44-IT1 LINC01792 MTCO3P17 GCSHP3 KLF7-IT1 LINC01877 MRPL50P2 SNORD11 RNU7-147P RNU7-45P RN7SL717P PPIL3 MTND4LP17 ENO1P4 RN7SL40P AOX2P AOX3P MARS2 MTND4P29 RNA5SP116 RNU6-1206P RN7SKP260 RNU6-762P MIR2355 MIR3130-2 RN7SL670P RN7SL753P HSPE1-MOB4 H3P8 SNORD11B MIR7845 GPR1-AS MIR3130-1 MIR4775 AOX3P-AOX2P chr22q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr22q12 OSM TBC1D10A SF3A1 RNF215 SEC14L2 SEC14L3 PES1 SLC35E4 GRK3 PLA2G3 SEZ6L HPS4 PIK3IP1 SRRD PATZ1 TFIP11 CRYBB1 DEPDC5 TTC28 SLC5A1 SLC5A4 HSCB XBP1 RTCB FBXO7 TIMP3 C22orf31 RHBDD3 RASL10A AP1B1 HMGXB4 TOM1 NEFH HMOX1 THOC5 MCM5 RASD2 CABP7 ZMAT5 RBFOX2 ASCC2 MTMR3 APOL4 APOL1 MYH9 TXN2 FOXRED2 EIF3D IFT27 PVALB NCF4 CSF2RB KCTD17 IL2RB ASPHD2 GAL3ST1 YWHAH RFPL1 RFPL2 C22orf24 RFPL3 APOL3 TPST2 MPST TST APOL5 APOL2 LIF MORC2 LARGE1 MYO18B C1QTNF6 SEC14L4 RNF185 CCDC117 CACNG2 DUSP18 MN1 ISX HORMAD2 ZNRF3-AS1 PITPNB LIMK2 EWSR1 PRR14L ZNRF3 KREMEN1 CHEK2 NCF4-AS1 SMTN UQCR10 NIPSNAP1 BPIFC EIF4ENIF1 OSBP2 INPP5J TEX33 TCN2 GAS2L1 SYN3 DRG1 NF2 EMID1 TMPRSS6 CCDC157 CRYBA4 SFI1 MB SELENOM RNU6-28P RNU6-1128P RNU6-1066P RNU6-810P RN7SKP214 RFPL3S C22orf42 RNU6-338P RNU6-331P RNA5SP496 HMGB1P10 LINC01521 CPSF1P1 SDC4P SEC14L6 MIR548J APOL6 RNA5SP494 RNU6-564P RN7SKP169 LINC01422 YES1P1 LARGE-AS1 RFPL1S MTCO3P20 AC002378.1 SIRPAP1 MIAT MRPS16P3 LINC02554 ISCA2P1 HORMAD2-AS1 CNN2P1 PIK3IP1-AS1 MTND1P10 LINC02558 LINC01640 MTCO2P20 MYO18B-AS1 LARGE-IT1 CSF2RBP1 LIF-AS1 AP1B1P2 RPEP4 LINC01399 LINC01638 H2AZP6 MTCO1P20 AP1B1P1 ZNRF3-IT1 TTC28-AS1 MORC2-AS1 LINC01643 LINC02559 AL008638.2 MTCYBP34 NDUFA9P1 RPS15AP38 MTATP6P20 EIF4HP2 RNU7-167P SNORD125 RN7SL757P CASTOR1 RN7SL633P RN7SL305P PISD SLC5A4-AS1 MTFP1 RN7SL20P IGLVIVOR22-2 MIATNB RNA5SP497 RNU6-1219P RNA5SP495 RNU6-201P SNORA50B TUG1 IGLCOR22-1 RNF185-AS1 MIR3199-1 MIR3928 MIR3200 MIR4764 MIR3909 RN7SL162P IGLCOR22-2 MIR6069 MIR6818 MIR5739 RFPL4AP6 MIR6819 MIR3199-2 MIR7109 AL050402.2 chr6p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6p12 GCLC TFAP2B TFAP2D ELOVL5 CENPQ RPS17P5 TRAM2 ADGRF5 CRISP3 TMEM14A EFHC1 RHAG IL17A IL17F MCM3 ICK FBXO9 BMP5 ZNF451 BAG2 MEP1A CRISP2 KLHL31 COL21A1 CRISP1 OPN5 TINAG HCRTR2 LRRC1 GCM1 PLA2G7 TNFRSF21 MMUT MLIP HMGCLL1 CYP39A1 DST BEND6 SLC25A27 ADGRF1 ADGRF4 ADGRF2 KIAA1586 FAM83B GSTA4 PAQR8 PKHD1 PGK2 RCAN2 GSTA3 DEFB114 TDRD6 DEFB112 GSTA5 GFRAL C6orf141 CD2AP MIR133B RNU6-626P RNU1-105P DEFB110 GLYATL3 RNU1-136P MIR206 CLNS1AP1 NPM1P36 DEFB113 DEFB133 RPL10P10 RBMXP1 RPL17P26 CYP2AC1P GSTA12P RPS16P5 RPL31P33 ERHP2 SLC25A20P1 FTH1P15 SOD1P1 DHFRP6 HMGB1P20 OSTCP6 RPL31P28 GSTA8P KRASP1 RCC2P7 RPSAP44 GSTA6P LINCMD1 ADGRF5-AS1 TRAM2-AS1 HNRNPA3P4 AL138826.1 ZNF451-AS1 ACTG1P9 ANKRD66 FTH1P5 GSTA11P GSTA10P DST-AS1 MLIP-AS1 LINC01564 MLIP-IT1 GSTA7P RN7SL580P RN7SL244P GSTA9P GSTA1 GSTA2 PTCHD4 RNU6-1023P RNU7-65P RN7SKP116 RN7SKP256 RNU6-464P MIR5685 SREK1IP1P2 B3GNTL1P2 NANOGP3 MRPL30P1 EEF1A1P42 RN7SK chr7q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q21 ANKIB1 CYP51A1 KRIT1 VPS50 PDK4 SLC25A13 CALCR PON1 CROT ABCB4 ASB4 TAC1 DLX6 DBF4 ADAM22 HGF CDK14 ASNS SRI SEMA3A SEMA3C SLC25A40 ABCB1 RUNDC3B CFAP69 GTPBP10 CDK6 TFPI2 BET1 PON3 PON2 DLX5 AKAP9 GNG11 SEM1 GNGT1 STEAP4 GNAI1 PEX1 MTERF1 SGCE RBM48 CASD1 DMTF1 OCM2 TMEM243 CD36 CACNA2D1 SEMA3D STEAP2 CLDN12 FZD1 GATAD1 PPP1R9A DYNC1I1 TEX47 STEAP1 KIAA1324L COL1A2 BRI3 LMTK2 SEMA3E SAMD9L BHLHA15 TP53TG1 ZNF804B OR7E38P PCLO MAGI2 HEPACAM2 CYP51A1-AS1 SDHAF3 GRM3 RN7SKP104 RNA5SP234 RNU4-16P RNA5SP235 TECPR1 SAMD9 RNU6-10P RNU6-849P RNU6-532P RNU6-364P MIR489 MIR653 MIR591 RNU6-530P RNU6-337P NDUFAF4P2 MTHFD2P5 ATP5PBP2 RPS3AP26 GNAT3 ARF1P1 MIR1285-1 RN7SKP129 RNU6-1328P SNRPBP1 TVP23CP1 CACNA2D1-AS1 HSPA8P16 HMGB3P21 LINC00972 EIF4A1P13 NIPA2P1 AP1S2P1 PTP4A1P3 NUP35P2 MAGI2-AS2 MARK2P10 STEAP2-AS1 RPL7P30 KPNA2P2 HNRNPA1P8 DDX43P3 RAD23BP2 DYNLL1P7 GRPEL2P3 RPL10P11 TMBIM7P RPL13AP17 PQLC1P1 DLX6-AS1 SNRPCP9 HNRNPA1P9 RPS3AP25 HMGN2P11 EIF4EP4 GRM3-AS1 MAGI2-AS3 FAM133B DPY19L2P4 SOCS5P1 BET1-AS1 EEF1A1P28 RPS3AP29 CDK6-AS1 OR7E7P RNU6-956P RNU6-274P RN7SL35P LRRD1 PEG10 ERVW-1 RN7SL252P RN7SL869P MAGI2-AS1 RNU7-188P MIR4652 MIR5692A1 MIR5692C2 RN7SL7P HINT1P2 RN7SL478P FAM237B AC003086.1 chr16q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16q23 GABARAPL2 BCAR1 KARS1 ADAT1 HSD17B2 GLG1 PSMD7 FA2H WDR59 MON1B CMC2 MLYCD NECAB2 BCO1 MPHOSPH6 CHST5 CLEC18B ADAMTS18 NUDT7 GCSH CDH13 OSGIN1 CNTNAP4 CFDP1 CMIP CDYL2 CENPN ATMIN C16orf46 PKD1L2 CLEC3A SLC38A8 LDHD TMEM170A TERF2IP MLKL RFWD3 DYNLRB2 CTRB1 CTRB2 VAT1L MAF CHST6 ZFP1 SDR42E1 WWOX ZNRF1 NPIPB15 PLCG2 RNA5SP430 RNA5SP432 SYCE1L TMEM231 RNA5SP431 VN2R10P HSBP1 RN7SL520P RPS3P7 RPL18P13 LINC02125 RNU6-237P RN7SKP190 RNU6-758P RNU6-1191P RN7SKP233 LSM3P5 MTCYBP28 PPIAP51 PPIAP49 RN7SKP176 KRT8P22 LINC01227 LINC01229 ARLNC1 WWOX-AS1 LINC01228 LINC02131 AC009053.4 PPIAP50 MAFTRR ATP5PBP7 GAN TMEM231P1 TMPOP2 RN7SL134P MIR3182 MIR4719 HSPE1P7 MIR6504 MIR7854 MIR8058 DUXB CPHXL MIR4720 chr11q25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q25 IGSF9B B3GAT1 SNX19 GLB1L2 ACAD8 THYN1 VPS26B NCAPD3 JAM3 GLB1L3 SPATA19 NTM OPCML LINC02731 NTM-AS1 NTM-IT RN7SL167P LINC02714 RNU6ATAC12P PTP4A2P2 OPCML-IT1 LINC02743 LINC02697 LINC02706 OPCML-IT2 LINC02730 LINC02684 MIR4697 LINC02717 chr5q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q11 ISL1 MTREX GPBP1 PLPP1 DHX29 MAP3K1 GZMK IL6ST FST PLK2 GZMA PARP8 CCNO DDX4 PELO RAB3C SETD9 MIER3 ITGA2 MOCS2 NDUFS4 ESM1 CDC20B GPX8 IL31RA ANKRD55 ACTBL2 HSPB3 EMB GAPT SLC38A9 SNX18 ARL15 MIR449A RNA5SP183 RNU6-1296P RNU6-480P MIR581 MIR449B RNU6ATAC2P RNA5SP185 ITGA1 ASS1P9 RNU6-272P RNA5SP184 C5orf67 RPL26P19 MCIDAS RPL5P15 RN7SL801P RPL17P22 RPS17P11 LINC02101 PGAM1P1 LINC01948 PSMC1P4 LINC02118 HNRNPH1P3 LINC01033 KATNBL1P4 HMGB1P47 AK4P2 GZMAP1 LINC02225 LINC02108 SALL4P1 LINC02105 HMGN1P17 MFSD4BP1 RNF138P1 B3GNTL1P1 NDUFB4P2 C1GALT1P2 LINC02106 RPL37P25 MIR449C RNA5SP182 RNU6-299P MIR5687 MIR548AE2 chr21q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr21q11 HSPA13 SAMSN1 POTED ZNF355P TERF1P1 ANKRD30BP1 OR4K11P NF1P3 RBM11 FGF7P2 LIPI RNA5SP488 RHOT1P2 RNU6-614P RNU6-286P CXADRP1 ANKRD20A11P CNN2P7 OR4K12P VN1R8P RNU6-954P SAMSN1-AS1 ANKRD30BP2 GXYLT1P2 GAPDHP16 RBMX2P1 GTF2IP2 GRAMD4P1 LINC01674 SNX19P1 CYP4F29P POLR2CP1 FEM1AP1 SNX18P13 FAM207CP PPP6R2P1 ZNF114P1 ERLEC1P1 ABCC13 ANKRD20A18P MIR3156-3 MIR3118-1 LONRF2P5 FRG2MP MIR8069-2 LINC02246 chr11q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q13 BAD ALDH3B1 POLA2 CAPN1 PLEKHB1 CHRDL2 FAM168A RELT DGAT2 RASGRP2 PPP2R5B PYGM GAL MARK2 FGF4 POLD3 ACER3 GSTP1 CTTN WNT11 SF3B2 DNAJC4 SNX15 ATG2A EHD1 UNC93B1 KMT5B PPP6R3 NRXN2 CPT1A CCND1 FOLR1 ANAPC15 FOLR3 ARHGEF17 NAA40 PITPNM1 AIP NDUFS8 TCIRG1 CHKA SPCS2 FRMD8 PRDX5 FLRT1 ANO1 PPFIA1 IGHMBP2 ACY3 ALDH3B2 TESMIN MACROD1 RTN3 DPF2 MEN1 MYO7A FCHSD2 ARRB1 SLCO2B1 THAP12 IL18BP NUMA1 LRRC32 RNF121 SCYL1 CDCA5 KLHL35 SERPINH1 CAPN5 RPS3 LAMTOR1 P4HA3 LTO1 GPHA2 TRPT1 NUDT22 FERMT3 PLCB3 MRPL49 CDC42EP2 FAU TM7SF2 VPS51 FAM86C1 GDPD5 EMSY FAM86C2P SHANK2 CLPB NEU3 SLC25A45 SYVN1 ZFPL1 RPS6KA4 LRP5 TPCN2 FGF19 PGM2L1 FOLR2 INPPL1 PHOX2A MOGAT2 XRRA1 RNF169 OTUB1 RCOR2 CABP2 NDUFV1 CDK2AP2 NUDT8 TBX10 SPINDOC ATG16L2 C2CD3 FADD LTBP3 NAALADL1 SAC3D1 BATF2 SLC22A11 SF1 MAP4K2 MAJIN CCDC88B STIP1 C11orf24 CDC42BPG MAP6 OR2AT4 P2RY6 SHANK2-AS3 FIBP CARNS1 PPP1CA CTSW RAD9A EFEMP2 TMEM134 CORO1B MUS81 CFL1 SNX32 OVOL1 SSH3 NADSYN1 DHCR7 RNASEH2C MYEOV ANKRD13D MRGPRF MRGPRD KAT5 GRK2 RELA TRMT112 KDM2A ESRRA RHOD SYT12 C11orf86 GPR137 MAP3K11 KCNK7 EHBP1L1 PPP1R14B ZNRD2 FKBP2 VEGFB PC LRFN4 RCE1 C11orf80 TIGD3 SPTBN2 RBM4B RBM4 CCS CTSF ZDHHC24 ZNHIT2 BBS1 PELI3 MRPL11 NPAS4 SLC29A2 B4GAT1 BRMS1 RIN1 CD248 YIF1A CNIH2 RAB1B KLC2 PACS1 GAL3ST3 CATSPER1 CST6 BANF1 EIF1AD TBC1D10C SART1 POLD4 CLCF1 TSGA10IP GPR152 LIPT2 KCNE3 CABP4 DRAP1 UCP3 UCP2 C11orf68 PAAF1 MRPL48 RAB6A P2RY2 FOSL1 CCDC85B RPS6KB2 COX8A PLAAT3 FAM89B GDPD4 GVQW3 TMEM151A LINC02724 COA4 KCNK4 TSKU CCDC87 OR7E87P LRTOMT C11orf72 DEFB108B ATL3 UNC93B5 ARAP1 PDE2A FGF3 TMEM262 DNAJB13 C11orf95 PCNX3 MRPL21 SLC22A20P SLC22A12 UVRAG B3GNT6 MIR326 RNU4-39P RN7SKP243 RNU6-216P RN7SKP239 RNU6-1175P RNU6-1306P RNU1-84P GUCY2EP KRTAP5-11 KRTAP5-10 SPDYC RNU6-46P RNU6-672P SNORD15A RNU6-72P RNU6-45P SNORD15B HNRNPA1P40 IFITM9P NPM1P50 PTPRCAP C1QBPP2 SIPA1 ARL2 PPME1 STARD10 ZNF705E KRT8P26 CATSPERZ MIR1237 MIR548K RNU2-23P RNA5SP344 RN7SKP297 TOMM20P1 DEFB131B SHANK2-AS1 LINC01537 ALG1L8P OR7E128P MIR194-2HG LINC02723 HMGN2P38 DOC2GP OR2AT2P OR7E145P SHANK2-AS2 AP001189.1 ART2BP NRXN2-AS1 ART2P RNU7-23P RBM14 RN7SL309P RPS3AP41 RN7SL12P RPL37P2 KRTAP5-8 RN7SL239P RPS3AP40 RPS12P20 KRTAP5-7 ARAP1-AS2 NEAT1 P4HA3-AS1 RBM14-RBM4 ACTN3 LINC02753 KRTAP5-14P LINC02701 MALAT1 LINC02754 RNU7-105P RNA5SP342 RNU6-1238P LINC02584 OR7E11P HIGD1AP10 AP5B1 OR2AT1P RANP3 OMP OR7E126P BRD9P1 SNRPCP14 AP001372.2 NDUFA3P2 ANO1-AS1 ALG1L9P FTLP6 DPP3 KRTAP5-9 PDCL2P2 OVOL1-AS1 DEFB130C PGAM1P8 PPP1R1AP1 OR7E4P ENPP7P8 H2AZP4 LINC02761 LINC02757 CYCSP27 ZDHHC20P3 UVRAG-DT OR7E1P UNC93B6 LINC02747 RPS6KB2-AS1 AP000439.2 ARAP1-AS1 OR8R1P MRGPRF-AS1 CCDC58P5 PPP1R14B-AS1 RPEP6 ZNRD2-AS1 TPBGL MIR3165 MIR3664 RN7SL786P MIR548AL RN7SL596P MIR4692 MIR3164 MIR4489 MIR4696 MIR4690 MIR3163 IMMP1LP1 SNRPGP19 MIR139 ARL2-SNX15 ENPP7P7 MIR6749 MIR6750 MIR6753 MIR6752 MIR6754 MIR7155 MIR6879 LINC02736 MIR6860 MIR612 MIR192 MIR194-2 MIR7113 MIR4691 MIR6751 SMIM38 RNA5SP343 LINC01488 RELA-DT AP001453.5 chr17q25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17q25 TIMP2 AC022966.1 SDK2 JMJD6 ST6GALNAC1 ST6GALNAC2 LLGL2 TNRC6C PGS1 BIRC5 UNC13D MFSD11 RECQL5 GALK1 SYNGR2 CYTH1 LGALS3BP SLC9A3R1 NAT9 TMEM104 CDR2L MRPS7 GGA3 ARMC7 NUP85 SLC25A19 MIF4GD NT5C QRICH2 FOXJ1 SEC14L1 RHBDF2 AANAT ITGB4 WBP2 H3-3B UNK TRIM47 FAM104A SLC39A11 C17orf80 CCDC40 ARHGDIA TMC6 SLC16A3 CARD14 TTYH2 RAB40B EIF4A3 CSNK1D ANAPC11 TBCD FN3KRP NARF RPTOR FOXK2 TRIM65 CBX8 SECTM1 RNF157 CEP131 ZNF750 WDR45B CBX4 SLC38A10 GRIN2C FDXR SAP30BP ACOX1 PRPSAP1 CYGB SRSF2 SNHG16 COG1 ENGASE RBFOX3 TBC1D16 TEPSIN FN3K CD300C CD300A HID1 MRPL58 ATP5PD EVPL SRP68 MGAT5B TMC8 TK1 HEXD LRRC45 CENPX ASPSCR1 FASN DUS1L GPS1 RFNG DCXR RAC3 SLC16A5 GPRC5C NPTX1 GAA CANT1 DNAI2 FADS6 RAB37 RPL38 CD7 ENDOV RNF213 CBX2 C1QTNF1 B3GNTL1 BAIAP2 UBE2O CHMP6 CCDC57 SPHK1 METRNL CASKIN2 LINC00469 TMEM94 GRB2 CEP295NL CD300LB CYBC1 CDC42EP4 SSTR2 KCTD2 METTL23 SLC26A11 OGFOD3 UTS2R AATK SGSH USH1G ENPP7 TSEN54 C17orf77 NPLOC4 TEX19 EXOC7 MXRA7 TSPAN10 PPP1R27 GALR2 OTOP3 PYCR1 OTOP2 SLC25A10 AFMID ALYREF NPB ACTG1 SOCS3 SEPTIN9 MYADML2 LINC00482 UBALD2 NOTUM CCDC137 HGS FAAP100 PDE6G P4HB PCYT2 CD300LF CD300E FSCN2 ZACN SIRT7 DNAH17 CPSF4L C17orf99 SUMO2 FBF1 JPT1 KIF19 MAFG RNU6-227P SNORD1B RNA5SP448 RNU6-97P OXLD1 LINC01993 TMEM235 TNRC6C-AS1 LINC01973 MRPL38 SMIM5 CD300LD BTBD17 RNU6-24P MIR657 MIR3065 RNY4P36 RPL32P31 ARL16 PRCD GCGR MIR1250 RNU4-47P RNU6-938P NDUFAF8 PVALEF MCRIP1 BAIAP2-DT ATF4P3 RPL31P7 TRIM80P RPL23AP87 LINC02092 SNHG20 RNU6-625P RNU1-80P RN7SL573P RPL12P37 RPL7P49 RN7SL454P RN7SL236P CDK3 RNU6-638P RNU6-362P GPR142 TEN1 SMIM6 TEN1-CDK3 LINC01978 LINC01979 LINC01977 MRPL12 CYCSP40 RNF213-AS1 HID1-AS1 SEPTIN9-DT MIR4316 MIR3678 DCXR-DT MIR4730 C1QTNF1-AS1 POLR3KP2 MIR1268B MAFG-DT LINC01970 BAHCC1 MIR4525 MIR3186 NARF-IT1 LINC02074 MIR4740 NARF-AS1 MIR4739 MYO15B LINC02080 SCAT1 RNF157-AS1 RPL9P29 ATP5MGP6 DNAH17-AS1 UBE2V2P2 LINC00868 THA1P EIF5AP2 LINC02078 LINC01987 SNORD1C SCARNA16 MIR6868 MIR6786 LINC01971 SNORD1A HEXD-IT1 AC127496.7 MIR338 MIR636 MIR4738 MIR3615 MIR6516 MIR6787 MIR6785 CD300H chr6q25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q25 IYD TFB1M ARID1B TAB2 GINM1 IPCEF1 NOX3 SYNJ2 ESR1 RGS17 EZR UST ULBP1 FBXO5 MTRF1L OPRM1 SOD2 MRPL18 SLC22A2 NUP43 MTHFD1L LRP11 CCDC170 PCMT1 PLEKHG1 MYCT1 ACAT2 TCP1 SERAC1 TULP4 SNX9 RSPH3 MAS1 PPIL4 ULBP2 AKAP12 SYNE1 ULBP3 LATS1 DYNLT1 TIAM2 TMEM181 PNLDC1 WTAP VIP ARMT1 SLC22A3 CNKSR3 RMND1 RAET1L RAET1E SYTL3 TAGAP FNDC1 CLDN20 SLC22A1 ZDHHC14 SUMO4 ZC3H12D ZBTB2 KATNA1 SRP72P2 IGF2R PPP1R14C RNU6-896P RNU6-824P RNU4-7P RNA5SP224 RNA5SP223 RNU6-302P C6orf99 RAET1G SNORA29 SNORA20 RNU6-813P SNORD28B LPAL2 SCAF8 PDCL3P5 PHBP1 TMEM242 FABP12P1 RAET1M MTND4P13 MTCO3P31 HMGB3P19 MTCO2P31 TUBB4BP7 CCT7P1 LDHAL6FP SNRPEP6 TATDN2P2 RAET1K MTATP6P31 HSPD1P16 ARL4AP5 RPS4XP8 CACYBPP3 AMZ2P2 HSPA8P15 BTBD10P2 MTRES1P1 HNRNPH1P1 H3P28 MTND4LP20 SSR1P1 MTND3P20 RPS18P9 HSPE1P26 MIR1202 RNA5SP225 RN7SKP268 RNU6-293P RAET1E-AS1 LINC02840 TAB2-AS1 UST-AS1 BTF3P10 RPSAP40 NANOGP11 SYNJ2-IT1 EZR-AS1 SYNE1-AS1 LINC02529 FNDC1-IT1 RNU6-300P RNU7-152P RN7SL234P RN7SL173P OSTCP1 RNU4ATAC18P RNU7-3P RNU6-1247P RNY4P20 RNU6-786P MIR1273C MIR3918 MIR3692 AIRN MIR4466 AL035530.2 GTF2H5 MIR7161 SOD2-OT1 AL356417.3 AL357075.3 chr10p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr10p12 SPAG6 APBB1IP NEBL MLLT10 BAMBI MYO3A WAC RAB18 PRTFDC1 ARHGAP21 ANKRD26 ACBD5 MASTL KIAA1217 LYZL1 PLXDC2 STAM GAD2 ABI1 YME1L1 DNAJC1 COMMD3 MSRB2 PDSS1 SLC39A12 TMEM236 ST8SIA6 MKX MPP7 PIP4K2A ENKUR GPR158 ARMC3 OTUD1 CACNB2 HACD1 ARL5B PTF1A BMI1 ARMC4 C10orf67 SKIDA1 PTCHD3 THNSL1 RNA5SP308 RNA5SP305 RNA5SP307 RNU6-490P RNU6-666P RNU6-270P RN7SKP37 RNU6-1141P MIR1915HG MALRD1 ST8SIA6-AS1 RNU6-946P RNU6-413P RNU6-452P RNU6-15P RNU6-306P RNU6-1067P MIR603 MIR511 FAM210CP MIR1915 RN7SKP220 RN7SKP39 RNA5SP306 RNA5SP304 EBLN1 NUP35P1 HNRNPRP1 RPSAP10 AIFM1P1 RPL36AP55 SLC39A12-AS1 UBE2V2P1 MRPS21P5 PSME2P6 GPN3P1 SELENOOLP NPM1P30 AMD1P1 EIF4BP2 RPL21P93 YWHAZP3 LINC02643 LRRC37A6P MKX-AS1 MTND2P16 LINC01516 RNMTL1P1 TPRKBP1 NEBL-AS1 FAM238B ADIPOR1P1 LINC01517 LUZP4P1 FAM238A RPL31P45 GPR158-AS1 HSPA8P3 LINC00837 MTND1P21 PRPF38AP2 LINC02652 ZNF101P1 TRIAP1P1 ARMC4P1 HMGN1P20 RN7SKP241 NSUN6 RNU6-632P RN7SKP132 RNU7-12P RNA5SP303 RNU4ATAC6P RN7SKP219 RNU2-24P RNU6-1212P WAC-AS1 LINC02673 MRC1 STAM-AS1 MIR4675 COMMD3-BMI1 HIRAP1 MIR8086 LINC00836 MPP7-DT MTND1P37 FAM238C LINC02680 chr7q36 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q36 AOC1 TMEM176A UBE3C NUB1 CCT8L1P ABCF2 CHPF2 KCNH2 CUL1 KMT2C SMARCD3 RNF32 LMBR1 DNAJB6 VIPR2 EZH2 ZNF862 ACTR3C RARRES2 GIMAP2 TMEM176B RHEB PRKAG2 GALNTL5 ESYT2 WDR60 CRYGN LRRC61 DPP6 MNX1 GIMAP6 GIMAP4 AGAP3 KRBA1 ZNF767P ACTR3B NOM1 CNPY1 NCAPG2 ASB10 PTPRN2 PDIA4 PAXIP1 HTR5A SHH EN2 NOS3 CDK5 SLC4A2 FASTK TMUB1 GBX1 ZNF212 ZNF282 C7orf33 GIMAP8 ATP6V0E2 GIMAP3P GALNT11 GIMAP7 ZNF746 ZNF467 ATG9B LINC01006 RBM33 INSIG1 WDR86 ZBED6CL GIMAP5 ZNF777 ZNF775 XRCC2 ZNF398 ABCB8 ZNF786 SSPO RNA5SP250 RN7SKP280 RNY1 RNY3 RNU6-650P AC021218.1 ATP6V0E2-AS1 ZNF783 ZNF425 BLACE RNU4-31P MIR595 MIR153-2 RNU6-604P YBX1P4 ASIC3 GIMAP1 STRADBP1 ATP5PBP3 REPIN1 PAXIP1-AS2 NPM1P12 HTR5A-AS1 AC005481.1 THAP5P1 RPS27AP12 AC099552.2 AC004941.1 PIP5K1P2 LINC00689 LINC01022 PAXBP1P1 COX6B1P1 LINC01287 MNX1-AS2 RN7SL569P PRKAG2-AS1 ETF1P2 RN7SL521P SEPTIN7P6 BET1P1 FABP5P3 RN7SL76P AC093583.1 LINC00996 RN7SL72P MNX1-AS1 WDR86-AS1 ALDH7A1P3 RN7SL845P RNU7-20P RNY4 LINC01003 MIR5707 MIR3907 PAXIP1-AS1 IQCA1L LINC00244 GHET1 GIMAP1-GIMAP5 MIR671 H2BE1 chr9q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9q21 TRPM3 TUT7 PCSK5 NMRK1 PRUNE2 TLE4 PIP5K1B APBA1 ABHD17B ZFAND5 TRPM6 GDA KLF9 TJP2 OSTF1 RFK UBQLN1 NAA35 C9orf40 ANXA1 CTSL CEMIP2 AGTPBP1 GOLM1 FAM189A2 PSAT1 ISCA1 CBWD5 CEP78 NTRK2 IDNK PGM5 C9orf85 CARNMT1 GNA14 GNAQ PRKACG FXN MAMDC2 TMC1 ALDH1A1 RASEF GKAP1 KIF27 C9orf64 HNRNPK FRMD3 RMI1 GAS1 TMEM252 FOXD4L4 SPATA31D3 CHCHD2P9 GCNT1 FOXD4L3 C9orf153 FAM122A CTSL3P PTAR1 SPATA31D4 DAPK1 TLE1 CBWD3 SLC28A3 VPS13A SMC5 RORB RNU4-15P RNU6-1303P RN7SKP47 CARNMT1-AS1 C9orf170 FOXB2 C9orf57 MAMDC2-AS1 C9orf135 IGKV1OR-3 CBWD4P FOXD4L5 IGKV1OR9-1 RNU6-820P RNU6-1035P MIR204 RNU6-1228P RNA5SP286 PHBP7 SPATA31D1 PPIAP87 DPP3P2 RNU2-36P RN7SKP59 RNU2-5P RN7SKP264 PIGUP1 BMS1P12 BTF3P4 RORB-AS1 PGM5-AS1 LINC01504 C9orf135-DT MTND2P9 PCA3 KRT18P24 GAS1RR TMEM252-DT UBE2V1P10 STK33P1 CYP1D1P MTCO3P40 NUTF2P3 RPS20P25 SNX18P4 RPS27AP15 RPL35AP21 DNAJB5P1 DDX10P2 LINC01507 CDC20P1 RBM22P5 GNA14-AS1 SPATA31B1P BMS1P13 ATP5MFP3 MTCO1P51 VPS13A-AS1 LNCARSR RPS6P12 RFC5P1 H3P32 LINC01506 RPSAP9 RPS19P6 OTX2P1 HSPB1P1 NPAP1P4 LYPLA2P3 DAPK1-IT1 RPL24P8 LINC01474 RPS20P24 MTND2P8 SPATA31D2P NPAP1P6 SPATA31D5P RN7SL570P RNU4-29P RN7SKP242 RNA5SP287 RNA5SP285 RNU6-445P ANKRD20A1 SMC5-AS1 RPSAP75 RN7SL726P SDR42E1P4 RBM17P2 FAM27E3 RN7SL787P RBPJP2 ZNF658 FAM74A3 RN7SL422P GXYLT1P4 RNU6-538P SPATA31A3 ANKRD20A3 CNTNAP3P2 FKBP4P8 RAB28P4 ATP5F1AP10 RNU6-368P FAM27B BANCR AQP7P3 FRG1KP MIR7-1 LINC02834 chr1p32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p32 TTC22 C8B YIPF1 NDC1 NRDC HSPB11 TTC39A EPS15 ORC1 DHCR24 GPX7 SCP2 TCEANC2 TMEM59 LRRC42 MRPL37 OSBPL9 TXNDC12 ECHDC2 CDKN2C RNF11 HOOK1 CYP2J2 BTF3L4 TUT4 PRPF38A DMRTA2 TMEM61 DMRTB1 CC2D1B ZFYVE9 C8A CPT2 LRP8 CDCP2 SSBP3 COA7 ZYG11B SLC1A7 CZIB MAGOH ACOT11 FAM151A PARS2 LEXM BSND USP24 PLPP3 PRKAA2 C1orf87 OMA1 MYSM1 PCSK9 RAB3B FGGY DAB1 GLIS1 PODN JUN SHISAL2A TACSTD2 MROH7 FAF1 FYB2 SSBP3-AS1 KTI12 RN7SKP291 RNA5SP48 LINC01562 LDLRAD1 ZYG11A C1orf185 RNU6-877P RNU6-969P RNU6-1026P DIO1 CFL1P2 ANAPC10P1 CYB5RL HNRNPA3P12 RPS26P15 LINC01767 PDCL3P6 PLA2G12AP1 RPL23AP85 FCF1P6 LINC01771 FAF1-AS1 TUBBP10 LINC01748 DAB1-AS1 EPS15-AS1 PIGQP1 HNRNPA1P63 HIGD1AP11 CALR4P PHBP3 TXNDC12-AS1 RPS13P2 HMGB1P45 PGBD4P8 RPSAP20 HNRNPA1P6 LINC02812 LINC01753 PHBP12 TSEN15P2 MIR4422HG GYG1P3 GOT2P1 MTCO2P34 LINC02777 SLC25A6P3 LINC01755 DHCR24-DT NDUFS5P3 LINC01135 LINC02784 SLC25A3P1 EEF1GP7 RPL21P23 RPS20P5 GAPDHP51 MRPS6P2 H3P2 LINC01358 DNAJC19P7 LINC02778 RNU7-95P RN7SL62P RN7SL788P TTC4 RNU2-30P RNU6-1281P RNU6-830P TTC39A-AS1 RN7SL713P RN7SL290P RN7SL475P MIR4421 MIR4422 MIR4711 MROH7-TTC4 MIR6500 MIR4781 MIR761 LINC02808 chr12q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12q21 DCN KITLG PPP1R12A SYT1 NAV3 ATP2B1 SLC6A15 TRHDE RAB21 EPYC OSBPL8 MYF6 MYF5 LIN7A ACSS3 KRR1 TBC1D15 TSPAN8 METTL25 NTS BTG1 LRRIQ1 C12orf29 CCDC59 ZFC3H1 PPFIA2 GLIPR1 TPH2 PHLDA1 TMEM19 LGR5 PTPRQ DUSP6 POC1B TMTC3 LUM KERA C12orf50 E2F7 OTOGL KCNC2 GLIPR1L1 THAP2 CSRP2 PAWR TMTC2 BBS10 ALX1 GLIPR1L2 CAPS2 MGAT4C ZDHHC17 NAP1L1 LINC00615 CCER1 CEP290 RASSF9 RNA5SP363 MIR617 MIR618 RPL6P25 RPL7AP9 MIR1252 RN7SKP261 RN7SKP172 CENPCP1 TSPAN19 TRHDE-AS1 RNU7-120P RNU7-106P RPL21P106 RPL7P38 RPS4XP15 RPL7P43 RPL23AP68 RN7SL734P LINC02458 RNA5SP365 RNU6-977P RNU6-1012P RNA5SP364 RNU6-148P RNU1-117P RNU6-1271P ATXN7L3B CAPS2-AS1 LNCOG PRXL2AP1 LINC01619 H3P35 VENTXP3 PPFIA2-AS1 MRPL2P1 PPP1R12A-AS1 GALNT4 CYCSP30 LINC02464 CHCHD3P2 LINC02399 LINC01490 LINC02426 LINC02445 AKIRIN1P1 MRPS6P4 LINC02404 LINC02258 NOP56P3 LINC02823 CCNG2P1 LINC02444 MKRN9P LINC02392 LINC02424 RPL10P13 BRWD1P2 LINC02394 LINC02820 POC1B-GALNT4 MIR4699 POC1B-AS1 YWHAQP7 SNRPGP20 ATP2B1-AS1 LINC02822 chr8p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8p12 LEPROTL1 DCTN6 GSR UBXN8 PPP2CB DUSP4 TUBBP1 TTI2 TEX15 SARAF RNF122 DUSP26 UNC5D RBPMS NRG1 WRN FUT10 PURG MBOAT4 GTF2E2 KIF13B MAK16 RNA5SP263 RNA5SP260 RNU6-533P RNU6-663P RPL10AP3 RNA5SP261 KCTD9P6 LSM12P1 SNORD13 RNU6-1218P RN7SL621P RPS15AP24 RPL17P33 RPL23P10 HSPA8P11 LINC00589 RNA5SP262 RNU6-528P LINC02209 RANP9 SMIM18 LINC02099 MTCYBP19 VENTXP5 SUMO2P16 BUD31P1 MTND5P41 HMGB1P23 NRG1-IT1 RPL10P18 MAP2K1P1 NRG1-IT3 MTND2P32 RBPMS-AS1 PPIAP84 RNU5A-3P LINC01288 MTND1P6 MTND6P19 RN7SL457P MIR3148 chr11q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q11 TRIM48 TRIM51HP OR4C11 OR4S2 OR5D17P OR4C6 OR4P4 OR4C15 OR4A21P OR4A13P OR4A15 OR4A16 OR4C46 OR5D14 OR5D3P OR4P1P OR4A5 OR4A8 OR4A2P OR4C14P OR4C50P OR5D2P OR4A3P OR4C1P OR4A11P OR4A12P OR4A4P OR4V1P OR4A9P OR5D15P OR4X7P OR4A6P OR4A17P OR4A50P OR4C7P OR4A7P OR4A10P OR4R2P OR4C16 OR5D13 chr12q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12q23 CRY1 NR1H4 POLR3B IGF1 CDK17 NUAK1 WSCD2 ACTR6 NUP37 SLC25A3 SART3 HAL PRDM4 LTA4H ELK3 UHRF1BP1L CHPT1 GNPTAB NT5DC3 HCFC2 RFX4 RIC8B UTP20 TMPO ARL1 GLT8D2 MTERF2 NFYB WASHC3 APAF1 ISCU ALDH1L2 STAB2 SCYL2 CKAP4 APPL2 PWP1 DRAM1 WASHC4 SLC41A2 SNRPF AMDHD1 NEDD1 SYCP3 ASCL1 GAS2L3 TDG C12orf45 TMEM263 BTBD11 ANO4 CCDC38 TCP11L2 IKBIP DEPDC4 SPIC HSP90B1 CHST11 PAH CMKLR1 C12orf42 SLC17A8 FAM71C TMEM119 PMCH ANKS1B PARPBP ASCL4 CFAP54 MYBPC1 TXNRD1 FICD RNA5SP370 RNY1P16 RNA5SP368 RNU4-41P RNU4-24P RNU5E-5P RNA5SP366 C12orf73 RNU6-36P RNU6-768P MIR135A2 SNORA53 RPL18AP3 TTC41P RPS4XP1 MIR1827 MIR1251 RNU6-101P RNA5SP371 RNU6-1068P RNU6-172P RNA5SP369 PPIAP8 SLC9A7P1 C12orf75 GOLGA2P5 RNU7-94P RPS27P23 RPL30P12 LINC02453 LINC01498 RNA5SP367 RN7SKP11 RNU6-1183P EID3 RMST SLC5A8 EEF1B2P4 TMPO-AS1 LINC02385 SETP7 KRT18P20 LINC02401 ST13P3 CASC18 LINC02409 HSPE1P4 LINC00485 YPEL5P3 NENFP2 LINC02410 EEF1A1P33 MIR4303 MIR3922 RN7SL793P MIR4495 RN7SL176P RN7SL88P HELLPAR LINC02456 LINC02452 MIR3652 chr1p36 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p36 STPG1 NIPAL3 KDM1A DNAJC11 E2F2 CDK11A NADK PAX7 MASP2 ELOA LYPLA2 CLCN6 RUNX3 TNFRSF1B FBXO42 SLC66A1 THAP3 VPS13D H6PD VAMP3 PER3 UTS2 TNFRSF9 AKR7A2 MRTO4 KIF1B SZRD1 PITHD1 CROCC PIGV SPEN PRKCZ KCNAB2 HES2 CDC42 EPHA8 ENO1 ARHGEF10L EIF4G3 RAP1GAP CAPZB GNB1 SDF4 TP73 CROCCP3 PLOD1 ASAP3 SLC9A1 NUDC MUL1 USP48 ACOT7 DVL1 DNAJC16 MORN1 CEP104 WRAP73 ICMT RPL22 CHD5 PHF13 ERRFI1 PARK7 SRM FBXO2 FBXO6 MAD2L2 KIAA2013 MFN2 MIIP PRAMEF1 PRAMEF12 PRDM2 AGMAT PLEKHM2 ZBTB17 PADI2 SDHB MFAP2 ACTL8 IGSF21 PLA2G2D PINK1-AS KIF17 ECE1 HMGCL GALE ID3 RCAN3 SYF2 RSRP1 STMN1 MTFR1L MAN1C1 RPS6KA1 DHDDS ARID1A NPPB UBIAD1 TARDBP TNFRSF8 PRAMEF2 HNRNPR ZNF436 INTS11 AUNIP EMC1 PLA2G5 UBR4 HP1BP3 CEP85 ARHGEF16 LRRC47 UBE4B CASZ1 ACAP3 C1orf159 CA6 NPHP4 NR0B2 LIN28A FBXO44 CPLANE2 CASP9 EPHB2 SRRM1 SLC2A5 RERE MMEL1 CFAP74 PRDM16 CELA2A PADI3 FHAD1 PADI1 EPHA2 ARHGEF19 EFHD2 PEX14 PGD MYOM3 SH3BGRL3 CNKSR1 RPL11 IL22RA1 ZNF593 MAP3K6 FCN3 GPN2 SYTL1 WDTC1 CELA3A NBPF3 HSPG2 PLCH2 NECAP2 C1orf158 PRXL2B TNFRSF14 PANK4 PEX10 RER1 SKI LDLRAP1 PAFAH2 EXTL1 SLC30A2 TRIM63 GRHL3 UBXN11 TPRG1L WASF2 TENT5B RNF207 GPR153 NBL1 HTR6 PLA2G2F VWA5B1 CDA PINK1 C1QC PADI4 ATP13A2 ALDH4A1 DFFA ATAD3B SSU72 UBE2J2 NOL9 KLHL21 SLC45A1 SELENON CTRC LZIC RBP7 FBLIM1 TMEM82 SLC25A34 AKR7A3 DRAXIN PDPN LRRC38 DHRS3 TMCO4 UBXN10 CAMK2N1 ALPL WNT4 TTLL10 SCNN1D MXRA8 FAAP20 MEGF6 CCDC27 CD52 CLIC4 DFFB LUZP1 ACTRT2 CALML6 OTUD3 TAS1R3 PUSL1 IFFO2 CLSTN1 PIK3CD SLC25A33 SPSB1 PLEKHG5 TMEM51 CAMTA1 ANGPTL7 EXOSC10 RPL12P13 C1QB C1QA MICOS10 NMNAT1 HSPB7 TAS1R1 HES3 CD164L2 PDIK1L TMEM51-AS1 NPPA C1orf127 CENPS KDF1 AURKAIP1 SFN B3GALT6 ZNF683 CRYBG2 PFN1P10 MTHFR PRDM16-DT C1orf167-AS1 AGTRAP FAM87B CTNNBIP1 TMEM52 RNF186 TAS1R2 KLHDC7A RCC2 FUCA1 HNRNPCL1 VWA1 HNRNPCL4 HTR1D PIK3CD-AS1 GPR157 GPR3 PRAMEF8 PAQR7 PRKCZ-AS1 FAM43B TMEM50A SRARP C1QTNF12 NCMAP ZBTB40 CLCNKB IFNLR1 FAM131C OR4F5 MST1P2 TMEM222 CLCNKA CROCCP5 MST1L TNFRSF4 TNFRSF18 RHD ESPN SPATA21 PRAMEF10 PLEKHN1 ISG15 SAMD11 PERM1 GABRD LDLRAD2 HS6ST1P1 KLHL17 PLA2G2C AGRN PLA2G2A HES4 SRSF10 RHCE CATSPER4 PLA2G2E TMEM201 CNR2 NOC2L AADACL3 PNRC2 KAZN SLC35E2B MMP23B SH2D5 AJAP1 SLC2A7 FAM110D DDI2 MIB2 ATAD3A MDS2 HES5 MTCO3P12 GPATCH3 MTOR HMGN2 C1orf174 MIR429 RNU5E-1 RNU6-37P RNU6-1099P RNU1-7P RNU6-777P RNU6-776P RNU4-28P RNU6-304P RNU6-828P RNU5E-4P RNU6-1022P RN7SKP269 ZDHHC18 MACO1 TCEA3 LINC02783 C1orf195 PRAMEF20 PRAMEF17 PRAMEF19 PRAMEF14 PRAMEF15 PRAMEF9 PRAMEF7 AADACL4 DISP3 ZBTB48 TMEM240 TMEM88B TTLL10-AS1 RNU1-1 RNU6-48P RNU6-514P RNU1-2 RNU1-8P RNU6-110P RNU1-4 RNU6-1072P RNU6-291P RNU6-771P RNU1-3 MIR200A MIR200B MIR551A AKR7L CHCHD3P3 RPS4XP4 RSC1A1 CELA2B CFL1P6 TNFRSF25 SLC35E2A LACTBL1 CROCCP2 BRWD1P1 C1orf167 TTC34 MMP23A ATAD3C LINC00339 CELA3B NBPF1 RNU6ATAC18P MIR1290 MIR1256 CCNL2 RNU6-1100P RNA5SP41 RNU6-1199P NDUFB4P8 LINC02593 LINC01342 DDX11L1 CPTP DPPA2P2 SDHDP6 RPL7P7 RPL12P14 MTCYBP45 SLC25A34-AS1 MRPL20-AS1 TBC1D3P6 LINC00337 CAMTA1-AS1 HSPE1P24 NPM1P39 RPL10P17 LINC01770 OSTCP2 MTOR-AS1 MTND2P28 LINC00115 DHDDS-AS1 MTND1P23 UBXN10-AS1 SNRPEP7 LINC01772 LINC01345 RPL22P3 NBPF2P WASH7P TP73-AS1 LINC01714 CROCCP4 RCC2-AS1 TEX46 RPL23AP89 LINC01757 LINC01784 LINC01635 MIR34AHG FNDC10 LINC01672 LINC01128 BTBD6P1 EEF1DP6 MTCO2P12 CICP3 LINC02766 PRAMEF25 RPL23AP19 SNRPFP2 PRAMEF36P LINC02800 IGSF21-AS1 CDC42-IT1 H3P1 EXOSC10-AS1 FAM41C LINC01786 EMC1-AS1 ENO1-AS1 MYOM3-AS1 PRAMEF30P ECE1-AS1 PRAMEF32P LINC02782 PIK3CD-AS2 GRHL3-AS1 PRAMEF6 LINC01646 RERE-AS1 RPS15AP6 LINC01346 LINC01783 LINC02596 FHAD1-AS1 PGAM1P11 CICP7 CICP27 MT1XP1 UQCRHL PRAMEF29P ARHGEF19-AS1 PPIAP34 LNCTAM34A KAZN-AS1 RPL7P11 TUBB8P11 LINC01777 CHCHD2P6 ANKRD65 HSPE1P27 SMIM1 DYNLL1P3 LINC01647 TBCAP2 ZPLD2P PRAMEF35P PPP1R11P1 LINC01134 CD24P1 LINC02810 RPL23AP24 EIF1AXP1 ELOA-AS1 LINC01141 MMEL1-AS1 ZBTB40-IT1 ANO7L1 RNF223 CAMTA1-IT1 CAMTA1-DT LINC01409 FAM138A PRAMEF33 CAMTA1-AS2 MTCO1P12 TNFRSF14-AS1 RPL39P6 UBE2V2P3 HMGN2P17 RNU6-1208P MIR1976 SNORA59A PRAMEF11 OR4G11P MTATP8P1 RN7SL277P RN7SL165P ACTG1P20 CORT MRPL20 RN7SL304P PRAMEF4 RN7SL614P MIR1302-2HG RN7SL649P RN7SL679P DDOST CDK11B MTATP6P1 ZNF436-AS1 PRAMEF31P CENPS-CORT SCARNA21B RNU7-200P RNU6-991P RNU6-1265P RNU7-179P RNU7-29P RNU6-135P RNA5SP40 RNU6-731P RNU6-537P TRNP1 LINC01355 LINC01654 MIR4632 MIR3115 MIR3675 MIR4253 MIR4689 RN7SL657P MIR4425 NCMAP-DT RN7SL731P MIR378F RN7SL451P MIR4252 MIR4684 MIR5697 MIR4695 RN7SL574P MIR4418 MIR3972 OR4G4P WBP1LP6 ESPNP WBP1LP7 MICOS10-NBL1 PRAMEF5 MZT1P1 RN7SL386P MIR6859-2 PRAMEF28P MIR6728 PRAMEF27 HNRNPCL2 PADI6 MIR6730 MIR6127 MIR6729 HNRNPCL3 RNU1-5P RNU1-6P PRAMEF34P MIR6731 MIR6726 RN7SL186P MIR6859-1 PRAMEF13 WASH9P PRAMEF18 PRAMEF26 C1orf232 MIR4251 TMEM274P MIR6727 MIR7846 MIR3917 MIR6084 MIR1302-2 MIR34A MIR6808 OR4F16 LINC02780 LINC02781 LINC02606 OR4F29 CDC42-AS1 LINC02793 RCAN3AS chr2p23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p23 EHD3 FOSL2 NCOA1 AGBL5 EFR3B KIF3C RAB10 GCKR HADHA MAPRE3 CAD SF3B6 TP53I3 DNAJC27 POMC OTOF CENPA SLC30A3 MPV17 GTF3C2 EIF2B4 NRBP1 FNDC4 SNX17 PPM1G CLIP4 SUPT7L DNMT3A TMEM214 ATAD2B FKBP1B YPEL5 IFT172 SELENOI CGREF1 HADHB KHK ADCY3 PREB SLC5A6 EMILIN1 ATRAID CENPO TRIM54 DTNB ASXL2 ABHD1 CDKN2AIPNLP2 GAREM2 DPYSL5 DRC1 CIB4 KRTCAP3 BABAM2 GALNT14 XDH CAPN13 WDCP TCF23 DNAJC5G UCN ZNF513 SLC4A1AP PLB1 SPDYA WDR43 ALK TRMT61B RBKS KCNK3 LCLAT1 FAM166C ADGRF3 UBXN2A CCDC121 PFN4 PCARE PTRHD1 PRR30 FAM228A TPM3P7 TOGARAM2 ITSN2 GPN1 RNU6-942P RNU6-986P RNA5SP90 RNA5SP88 LINC01460 MAPRE3-AS1 MFSD2B RNU6-936P SNORA10B FTH1P3 LBH PPP1CB SLC35F6 SMARCE1P6 CAPN14 PTGES3P2 NDUFB4P4 FAM228B MIR1301 C2orf16 RNA5SP89 RNU6-370P DNAJC27-AS1 DTNB-AS1 PGAM1P6 RPL23AP34 AC092164.1 OST4 AGBL5-IT1 SUCLA2P3 LINC01381 AGBL5-AS1 H3P5 HMGN2P20 RPL36AP13 GTF3C2-AS1 SDHCP3 ARNILA LINC01936 UQCRHP2 PPIL1P1 RN7SL516P SNRPGP7 MRPL33 RN7SL610P ZNF512 SNORD92 SNORD53 MIR4263 SNORD53B TRMT112P6 RN7SL856P SRD5A2 chr2q31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q31 AGPS MYO3B CYBRD1 ABCB11 DHRS9 DYNC1I2 FKBP7 OSBPL6 LRP2 ITGA6 RAPGEF4 MAP3K20 ITGA4 GORASP2 DCAF17 SLC25A12 DLX2 WIPF1 ATF2 NFE2L2 PLEKHA3 METTL8 HOXD1 HOXD3 MTX2 PDE11A CHN1 GAD1 EIF2S2P4 HAT1 HOXD9 HOXD10 HOXD11 HOXD13 METTL5 SSB PPIG FASTKD1 OLA1 CIR1 ITPRID2 CHRNA1 SCRN3 LNPK ZNF385B CDCA7 DLX1 UBR3 PHOSPHO2 PPP1R1C SPC25 G6PC2 PDK1 CCDC173 ATP5MC3 RBM45 TTN NEUROD1 BBS5 GPR155 LINC01116 CCDC141 CWC22 UBE2E3 HNRNPA3 HOXD4 HOXD12 SP3 METAP1D EVX2 HOXD8 PRKRA SESTD1 CERKL TTC30B TTC30A TLK1 RNU6-1290P PJVK ERICH2 SP5 RNU6-629P RNU6-187P RNU6-5P MIR10B RNU6-763P KRT8P40 KLHL23 KRT18P29 API5P2 HMGB1P4 MIR933 SP9 RNU6ATAC19P MIR1258 LINC01124 RNA5SP113 RNU5E-9P SAP18P2 CHROMR EXTL2P1 HAGLR LINC01117 DNAJC19P5 PPIAP66 HAGLROS FTH1P20 AC073636.1 RAPGEF4-AS1 DAP3P2 RPSAP25 LINC01305 RPS6P2 PTCHD3P2 MYO3B-AS1 ALDH7A1P2 ITGA6-AS1 RPL21P38 RPL5P7 LINC01934 RPSAP24 H3P6 UBE2V1P6 DLX2-DT FUCA1P1 H3P7 PPIAP67 TTN-AS1 HOXD-AS2 HNRNPA1P39 MAP3K20-AS1 RNU7-104P KLHL41 RN7SL65P CYCTP RNA5SP112 RNU6ATAC14P RNU6-182P RNU6-1006P LINC01960 MIR3128 MIR4437 MIR6512 SCHLAP1 MIR1246 MIR7704 MIR4444-1 chr3p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p13 FOXP1 PDZRN3 SHQ1 EIF4E3 PROK2 RYBP PPP4R2 GPR27 GXYLT2 CCDC75P1 MITF RNU1-62P RNU6-281P MIR1284 RNA5SP136 RNU2-64P RNU7-19P RNU7-119P RN7SL271P LINC02047 PDZRN3-AS1 PSMD12P COX6CP6 SAMMSON LINC00877 RN7SL418P FOXP1-IT1 MDFIC2 CCDC137P UQCRHP4 LINC02005 FTH1P23 LINC00870 HMGB1P36 UBE2Q2P9 FOXP1-AS1 RNU6-557P RNU6-1270P EBLN2 LAPTM4BP2 chr3p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p11 EPHA3 POU1F1 CHMP2B CGGBP1 ZNF654 C3orf38 HTR1F PROS2P RNU6-873P RNU6ATAC6P RNU6-712P KRT8P25 PSMC1P6 MTCO1P6 APOOP2 MTCO2P6 CBX5P1 GAPDHP50 ABCF2P1 NDUFA5P5 ICE2P2 MIR4795 HSPE1P19 CSNKA2IP chr17q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17q21 SNX11 CDC27 SLC4A1 MEOX1 COPZ2 PDK2 ITGA3 ITGA2B OSBPL7 KRT33A MAP3K14 SPATA20 CACNA1G SPAG9 MED24 NME1-NME2 MBTD1 UTP18 BRCA1 SLC25A39 XYLT2 GRN ATP6V0A1 TUBG2 EPN3 DLX3 NGFR DHX8 IFI35 COASY PLEKHH3 SMARCE1 GSDMB ADAM11 TBX21 NSF NFE2L1 ATXN7L3 KCNH4 TMEM101 KRT31 CDC6 KRT23 RUNDC3A UBTF CSF3 PSMD3 CASC3 RAPGEFL1 WNT3 KRT37 KPNB1 GOSR2 PNPO CDK5RAP3 CBX1 HOXB6 KRT32 DHX58 KAT2A RAB5C NAGLU HSD17B1P1 HSD17B1 MLX CNTNAP1 ABI3 EZH1 DLX4 PPP1R9B COL1A1 SGCA PTGES3L-AARSD1 MRPL27 VAT1 LRRC59 RND2 HDAC5 ABCC3 LUC7L3 PPY MPP2 DUSP3 EFTUD2 HOXB8 KANSL1 HOXB5 CRHR1 HOXB3 HOXB1 SPOP SLC35B1 FAM117A HROB KRT36 THRA CCR7 NR1D1 STAT5A WNK4 BECN1 KRT17 C1QL1 GFAP PYY HIGD1B TUBG1 PSME3 RPL27 PSMC3IP AOC3 ACLY VPS25 RAMP2 AOC2 G6PC KRT34 KRT33B TNS4 TOP2A RARA CALCOCO2 RSAD1 NMT1 MYCBPAP CHAD KAT7 TOB1 NPEPPS SKAP1 LRRC46 SCRN2 G6PC3 P3H4 NT5C3B RETREG3 IGFBP4 FKBP10 EME1 ANKRD40 WNT9B MRPL10 PRAC1 HOXB13 ATP5MC1 UBE2Z SNF8 IGF2BP1 GIP ARHGAP27 IKZF3 KLHL10 HCRT MPP3 CD300LG NAGS LSM12 ASB16 FAM171A2 DBF4B PLCD3 B4GALNT2 GNGT2 PHB SAMD14 TMEM92 ACSF2 ANKRD40CL CCDC103 SP2 PRR15L GSDMA KRT24 TMEM99 GHDC SOST NKIRAS2 DNAJC7 HEXIM2 TMUB2 STAT3 HOXB9 TTLL6 KRT19 KRT15 KRT38 KRTAP4-4 KRT13 KRT9 KRT20 KRT27 WIPF2 ORMDL3 DCAKD WFIKKN2 STAT5B CNP JUP HAP1 EIF1 PHOSPHO1 KRT28 HOXB2 ETV4 ARL4D TAC4 CNTD1 LRRC37A CAVIN1 KLHL11 EFCAB13 RPRML CCDC43 MEIOC FZD2 KRTAP9-7 ACBD4 NXPH3 HOXB4 GJC1 GJD3 COA3 SPATA32 CCR10 GAST FMNL1 TMEM106A SPPL2C ARL17A ZPBP2 KIF18B KRT26 KRT10 GPATCH8 KRT16 HEXIM1 KRT14 KRTAP17-1 MAPT KRT12 KRTAP9-8 RPL7P48 ZNF385C NBR1 KRTAP1-1 H1-9 LINC00910 MSL1 SP6 KRTAP4-3 KRT39 KRT35 RAMP2-AS1 KRTAP9-9 KRTAP4-6 KRTAP4-5 MYL4 KRTAP4-1 NBR2 ZNF652 RUNDC1 TBKBP1 RNU6-1313P RNA5SP443 RNU1-42P RNA5SP442 LINC02210 RPS26P8 TTC25 KRTAP9-3 KRTAP4-8 KRTAP1-4 KRT40 KRT25 LRRC3C RNU6-1201P RNU6-1152P MIR152 RNU6ATAC3P MIR196A1 RNU6-131P KRTAP16-1 KRTAP29-1 KRTAP9-6 KRTAP4-11 KRTAP4-9 KRTAP2-3 KRTAP2-1 KRTAP3-3 KRTAP3-2 KRTAP3-1 RPS7P11 LINC00671 KRTAP4-12 KRTAP2-4 KRT222 KANSL1-AS1 LRRC37A4P FAM187A KRT42P KRTAP2-2 HMGN2P15 MIR1203 KRTAP1-5 KRTAP1-3 RNU2-32P PLEKHM1 KRT41P LINC00974 KRTAP3-4P ARL17B MRPL45P2 KRT223P KRTAP9-11P PRAC2 EIF4EP2 TOB1-AS1 HOXB-AS1 CFAP97D1 FAM215B TBC1D3P7 HOXB-AS3 SP2-AS1 SRP14P3 CCDC200 KRT43P KRTAP9-10P KRTAP2-5P LRRC37A2 RNU7-186P RNU7-97P SNORD124 RN7SL399P HOXB-AS2 NME1 RN7SL507P KRTAP9-2 RPL23AP75 KRTAP9-1 RN7SL258P RPL21P4 KRTAP4-7 KRTAP4-16 KRTAP9-4 COX6B1P2 RPL9P28 HOXB-AS4 RPL5P33 NME2 RN7SL125P KRTAP4-2 LINC02086 PICART1 SUMO2P17 KRTAP9-12P B4GALNT2P1 LINC02071 LINC02075 SUMO2P7 CACNA1G-AS1 TMEM92-AS1 AC004590.1 KRTAP4-17P RNU6-470P RNU6-287P RNU6-406P RNA5SP441 RNU6-453P RNU6-826P RNU6-971P RNU6-1137P STH ITGB3 HOXB7 NSFP1 AOC4P HSPB9 LINC01976 LINC01974 MAPK8IP1P1 MRPS21P9 LRRC37A17P MAPK8IP1P2 MIR3185 LINC02210-CRHR1 SKAP1-AS1 DND1P1 RN7SL819P MIR548AT RN7SL405P MAPT-AS1 PPIAP54 KRT8P34 MIR5089 RN7SL199P RN7SL656P RARA-AS1 RDM1P2 RDM1P1 AARSD1 LINC01180 PTGES3L ASB16-AS1 HMGB3P27 MIR2117HG PTP4A2P1 ATP5MGP7 C17orf113 WHSC1L2P MAP3K14-AS1 SMCO4P1 LINC02594 LINC02073 FAM215A RPL7L1P5 SHC1P2 RUNDC3A-AS1 MIR6129 RNU2-1 MIR6867 MIR6782 MIR6780A RNU2-4P RN7SL270P MIR6784 MIR6165 MIR6783 MIR6781 MIR8059 MAPT-IT1 MIR6884 MIR6510 MIR5010 MIR10A MIR4315-1 MIR6866 MIR2117 chr13q33 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr13q33 MYO16 NALCN FGF14 TNFSF13B SLC10A2 EFNB2 ARGLU1 BIVM ERCC5 TPP2 POGLUT2 METTL21C ABHD13 TEX30 LIG4 PPIAP24 RPL35P9 CCDC168 DAOA ITGBL1 RNU1-24P RNY1P2 SNORD31B FAM155A HMGB3P7 MIR1267 RNA5SP38 RNA5SP39 LINC00370 RPL7P45 LINC00343 FAM155A-IT1 ATP5MC1P5 LINC00399 MYO16-AS2 LIPT1P1 LINC00443 ATP6V1G1P7 LINC00283 HCFC2P1 DAOA-AS1 LINC00460 FGF14-AS1 LINC01309 LINC01067 MYO16-AS1 RPL39P29 FGF14-IT1 METTL21EP LINC00555 MIR4705 MIR2681 BIVM-ERCC5 FGF14-AS2 LINC00551 AL136524.1 chr11p15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11p15 ZNF195 ABCC8 USH1C PIK3C2A OSBPL5 RNH1 DKK3 FAM160A2 KCNQ1 TSPAN32 DRD4 SCT PHRF1 NUCB2 TRPM5 MRVI1 TSG101 TOLLIP CDHR5 RASSF7 IGF2-AS DBX1 HTATIP2 CCKBR HPX TRIM3 RNF141 EIF4G2 GALNT18 CARS1 SLC22A18 CD81 C11orf21 CALCA SOX6 C11orf58 RPS13 NUP98 HPS5 GTF2H1 PTPN5 MUC5B CTSD TRIM6 COPB1 PSMA1 MYOD1 SERGEF KCNC1 TPH1 CSRP3 E2F8 ART1 CHRNA10 CDKN1C INS-IGF2 STK33 LSP1 TNNT3 TNNI2 H19 TRIM21 ARFIP2 TRIM5 CNGA4 TRIM22 RRP8 TIMM10B SWAP70 ARNTL LYVE1 AMPD3 SBF2 MICAL2 RRAS2 LDHA SAA2 SIRT3 IFITM3 PGGHG BTBD10 ADM SAA4 PGAP2 SYT8 ZNF214 ZNF215 UEVLD TMEM86A PTH PDE3B MRPL17 NLRP14 LRRC56 SLC6A5 NELL1 SMPD1 APBB1 ILK TAF10 TPP1 DCHS1 OR10A5 OR2D2 PPFIBP2 CYB5R2 TUB RIC3 LMO1 OR5P1P TRIM66 RPL27A DENND2B AKIP1 TMEM41B ZNF143 WEE1 FAM86GP PLEKHA7 SAA3P SAAL1 LDHC LDHAL6A NAV2 IGF2 ART5 STIM1 RRM1 OR51E2 TRIM68 MMP26 OR51B5 OR51I1 OR51Q1 USP47 MRGPRX1 OR10A3 OR5E1P SYT9 RBMXL2 OR10A4 OR10A2 CAVIN3 ANO5 OR52A5 C11orf40 OR52P2P SAA1 BRSK2 HRAS NLRP6 PTDSS2 TMEM9B NRIP3 SCUBE2 EIF3F OR52W1 UBQLNL UBQLN3 OR52B3P CALCB ASCL3 C11orf16 OR51B6 OR10AB1P OR51V1 OR52Z1 OR51A1P OR52E2 OR51L1 OR51G2 OR51A7 OR51T1 OR51H1 OR51S1 OR51F2 OR51N1P DEAF1 TMEM80 ZDHHC13 RHOG EPS8L2 MRVI1-AS1 TALDO1 GATD1 SLC25A22 PIDD1 RPLP2 PNPLA2 CRACR2B CD151 POLR2L CHID1 ODF3 BET1L RIC8A OR2D3 IGSF22 SPTY2D1 DNHD1 MRGPRX4 MRGPRX3 TH OR51A9P OR51E1 C11orf42 OR52B1P OR56B3P OR56B4 OR56A1 OR52E4 OR52N2 OR52N1 OR52N5 OR56B2P OR56B1 OR52N4 OR52P1P OR52D1 OR52H1 PHLDA2 OR52K2 TRPC2 OR52A1 MRGPRG MOB2 NLRP10 B4GALNT4 OR5P3 AP2A2 OR51B4 OR52E8 OR5P2 OR52L1 OVCH2 OR56A4 MRGPRX2 ASCL2 OLFML1 DENND5A TSSC4 OR51J1 MRGPRE PKP3 OR56A3 CEND1 DUSP8 OR7E14P OR51M1 OR6A2 MUC6 ANO9 SIGIRR IFITM2 PRMT3 IRF7 LMNTD2 PSMD13 IFITM1 KRTAP5-5 CYP2R1 TEAD1 KCNJ11 OR52B6 OR51I2 SCGB1C1 OR2AG2 OTOG NCR3LG1 INSC OR56A5 SLC25A51P4 OR7E12P RASSF10 KRTAP5-3 HBG2 OR52K1 OR51A6P OR51D1 FAR1 OR51C1P PARVA OR52M1 OR51A8P OR51H2P CTR9 MUC2 MIR210 SNORA52 RN7SKP90 RNA5SP333 RNA5SP335 SNORA3A RNA5SP336 SNORD14B RN7SKP50 RNU6-593P RNU1-91P RNA5SP334 RNA5SP331 SNORA23 RNA5SP329 OR52J1P IPO7 OR52E6 OR52A4P OR52J3 OR51A2 OR51A4 NAP1L4 KRTAP5-6 FAM99B FAM99A KRTAP5-2 KRTAP5-1 IFITM5 SNORA54 RNU6-878P MIR483 RNA5SP332 SNORA3B ST13P5 KRT8P41 AKR1B1P3 HBE1 HBG1 MRPL23 TSPAN4 MUC5AC RNU6ATAC33P MIR302E OR52B4 RN7SKP151 RNU6-447P RNU6-1025P HBD RPS24P14 OR51B3P TSSC2 OLFM5P OR51P1P OR4F2P OR51A5P OR52K3P OR52E3P OR52I2 MRPL23-AS1 OR52M2P OR51A3P LINC02708 OR5P4P AC090587.1 HMGN2P36 OR51AB1P KCNQ1-AS1 HNRNPA1P53 LINC01150 HBBP1 OR52J2P OR51A10P PPIAP40 LINC01001 RPL36AP39 OR52B5P OR52Y1P OR55B1P OR52I1 OR52U1P NDUFA5P1 LINC01219 OR52E7P OR52T1P KRTAP5-AS1 OR52X1P COX6CP18 SSU72P6 RPL26P30 ZBED5 MRGPRG-AS1 OR51B8P OR52N3P NDUFA5P8 RPS3AP39 OR51R1P OR52S1P KCNQ1DN OR7E117P CD81-AS1 RNU7-50P SNORD97 RPS29P20 RPL39P26 KRTAP5-4 RN7SL188P RN7SL838P RPL23AP65 IFITM10 HBB LINC02709 SBF2-AS1 RIC3-DT MIR210HG ZBED5-AS1 CARS-AS1 SPTY2D1OS TUB-AS1 OR51K1P OR52H2P OR52V1P OR7E41P LINC00958 RNU6-1143P RNU7-49P RNU7-28P RNU6-943P RNA5SP337 RNA5SP330 CALCP WBP1LP10 LINC02752 SPON1-AS1 LINC02683 NAV2-AS2 LINC02749 LINC02547 MRGPRX7P MRGPRX6P NAV2-AS3 PCNAP4 MRGPRX13P CSNK2A3 NAV2-AS4 COX6CP5 INS LINC02682 RASSF10-DT AC087379.2 MRGPRX10P MRGPRX11P GVINP2 FAR1-IT1 LMNTD2-AS1 SLC22A18AS KRT18P58 GVINP1 MRGPRX12P TMEM9B-AS1 LINC02688 PRR13P2 NAV2-AS1 LINC02545 LINC02751 SDHCP4 MORF4L1P3 NAV2-AS5 SAA2-SAA4 CENPUP1 MTND5P21 GLTPP1 HNRNPA1P76 TOLLIP-AS1 MUC5B-AS1 HIGD1AP5 NAV2-IT1 RRM1-AS1 HMGB1P40 OR52B2 CSRP3-AS1 LINC02729 LINC02548 CASC23 MRGPRX9P OR56A7P H3P33 SNRPCP5 MRGPRX5P MTRNR2L8 YWHABP2 TRIM6-TRIM34 TRIM34 BGLT3 SPON1 OR52L2P MIR4694 MIR4298 MIR3159 MIR5691 MIR4486 MIR4686 MIR4299 KCNQ1OT1 CICP23 KRT8P49 SNORD14A OR51F3P OR51F5P OR51C4P OR51F4P OR52E1 PANO1 MIR6124 MIR6744 MRGPRX8P OR52Q1P OR52E5 MIR8070 OR51G1 OR10A6 OR51B2 OR52R1 OR2AG1 OR51F1 AC068733.3 PRR33 MIR4485 SSU72P4 MIR6743 MIR675 SSU72P5 MIR6073 SSU72P2 SSU72P7 MIR4687 SSU72P3 MIR7847 LINC02689 chr1p21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1p21 COL11A1 CDC14A PALMD CNN3 F3 ABCD3 DPH5 PTBP2 PLPPR5 PLPPR4 SLC35A3 OLFM3 TRMT13 LRRC39 RWDD3 RPL7P9 DBT RTCA SLC44A3 TLCD4 FRRS1 MFSD14A SASS6 SNX7 AGL VCAM1 EXTL2 SLC30A7 DNAJA1P5 S1PR1 ALG14 PPIAP7 AMY1B GAPDHP29 GPR88 RPSAP19 RNPC3 AMY1C DPYD RNU1-130P RNU4-75P RNU6-1318P MIR553 RNU6-750P RN7SKP285 RN7SKP270 HMGB3P10 SLC44A3-AS1 LINC01708 AC095032.1 RTCA-AS1 CDK4P1 BRI3P1 MIR137HG LINC01776 RPL26P9 LINC01709 AMYP1 SEPTIN2P1 SEC63P1 FTLP17 EEF1A1P11 LINC01760 LINC02607 LINC01349 ALG14-AS1 LINC01650 LINC01676 HNRNPA1P68 LINC01307 LINC01787 DPYD-IT1 KATNBL1P2 DPYD-AS1 LINC01677 NFU1P2 LINC01761 NDUFS5P2 SOD2P1 BCAS2P2 UBE2WP1 DPYD-AS2 ACTG1P4 LINC02790 AMY1A AMY2B RN7SL831P AMY2A RNU6-965P RNU6-352P MIR378G TLCD4-RWDD3 RPL23AP90 MIR137 MIR2682 chr3q25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q25 WWTR1 CP IFT80 PFN2 LXN RNF13 SMC4 COMMD2 AADAC ARHGEF26 PLCH1 SSR3 RARRES1 MFSD1 SERP1 GPR87 MED12L EIF2A SCHIP1 IGSF10 MBNL1 PPM1L ERICH6 CLRN1 GMPS TIPARP CCNL1 PTX3 TM4SF18 SHOX2 IL12A GFM1 KCNAB1 P2RY12 SLC33A1 P2RY1 TM4SF4 TM4SF1 RSRC1 SLC66A1L METTL15P1 C3orf33 VN2R1P P2RY14 GPR171 GPR149 DHX36 MLF1 ARL14 C3orf80 RAP2B P2RY13 SIAH2 PPIAP73 BRD7P2 KPNA4 TSC22D2 MME VEPH1 AADACL2 LEKR1 SUCNR1 SELENOT MIR16-2 RNA5SP145 ANKUB1 RNU6-901P MIR15B TRIM59 IQCJ MINDY4B TMEM14EP RN7SKP177 RNA5SP146 TMEM183B KRT8P12 MBNL1-AS1 PA2G4P4 GPR79 C3orf79 RNU7-136P SCARNA7 LINC02006 RPL6P7 CLRN1-AS1 NPM1P29 PABPC1P10 PLCH1-AS1 SETP11 STRIT1 DDX50P2 RPL21P42 ERICH6-AS1 CPHL1P SETP14 TM4SF1-AS1 KCNAB1-AS2 RPL9P15 AADACP1 MME-AS1 LINC00886 LINC00881 RPL32P9 LINC02066 IQCJ-SCHIP1-AS1 WWTR1-AS1 LINC01487 LINC02029 HMGN2P13 KLF3P2 HNRNPA1P24 WWTR1-IT1 ALG1L15P LINC01100 DYNLL1P5 RPL6P8 KCNAB1-AS1 MRE11P1 ATP5MGP5 MRPL42P6 AADACL2-AS1 PLCH1-AS2 MTAPP1 ARHGEF26-AS1 SYPL1P1 LINC01998 LINC01214 LINC00880 TIPARP-AS1 B3GAT3P1 IL12A-AS1 SIAH2-AS1 KRT18P34 LINC01213 SNRPCP3 RN7SKP46 RNU6-507P RNU6-720P RNU6-1098P RNU2-31P MIR3919 MIR5186 RN7SL300P RN7SL715P FKBP1AP4 IQCJ-SCHIP1 chr3q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q13 ARHGAP31 CASR POLQ NDUFB4 SIDT1 GSK3B CD200 CCDC80 TIMMDC1 HGD CD86 CBLB BBX IFT57 HHLA2 MORC1 C3orf52 ATP6V1A UPK1B DPPA4 POPDC2 B4GALT4 NAA50 CD80 SLC35A5 GUCA1C CCDC54 COX17 MYH15 PHLDB2 ABHD10 TAGLN3 PLA1A RABL3 ADPRH IGSF11 ATG3 NR1I2 BOC STXBP5L EAF2 ILDR1 QTRT2 DRD3 CD96 GTF2E1 POGLUT1 SLC15A2 TEX55 LRRC58 FSTL1 CIP2A RETNLB TRAT1 DPPA2 CD200R1 GTPBP8 NEPRO SPICE1 CCDC191 FBXO40 ALCAM GAP43 SLC9C1 IQCB1 GOLGB1 ZNF80 GCSAM GPR156 TMPRSS7 TMEM39A USF3 ZBED2 NECTIN3 GRAMD1C HCLS1 ZBTB20 TIGIT MAATS1 ZDHHC23 LSAMP ARGFX BTLA CD47 BZW1P2 DZIP3 RNU5E-8P RNU1-43P CFAP44 CD200R1L RNU6-1200P RNU6-1127P MIR567 NAP1L1P3 LINC00488 RAP1BP2 RNU6ATAC15P RNU4-62P LINC01205 H3P12 NDUFA4P2 MORC1-AS1 RFKP2 SIDT1-AS1 MTND1P16 MTND4LP3 IGSF11-AS1 ZBTB20-AS3 FCF1P3 YBX1P3 MTND6P6 AC078785.1 B4GALT4-AS1 VPS26AP1 LINC00636 MTCO1P29 PHBP8 PLCXD2-AS1 MTND2P14 PLCXD2 LINC02042 H2BP3 LSAMP-AS1 ARHGAP31-AS1 RN7SL582P LINC02024 C3orf85 ZBTB20-AS2 LINC00903 LINC00635 RN7SL767P ZBTB20-AS1 MTND4P16 RPL10P7 MTND3P6 NECTIN3-AS1 ZBTB20-AS5 LINC00901 RPL7AP11 OR7E100P LINC00882 ZBTB20-AS4 CD200R1L-AS1 RPS26P21 MTCO3P35 PTMAP8 HNRNPA1P17 TUBBP11 TUSC7 MTCO2P29 RN7SL815P RN7SL172P LINC02049 MTND5P16 DUBR LINC02044 CFAP44-AS1 RN7SL397P ATP6V0CP2 EIF4E2P2 PPIAP15 RN7SL762P RPSAP29 MTATP6P22 MTCO1P35 RNU6-1308P RNU6-1236P TBILA MIR5682 MIR4796 MIR4446 MIR548AB MIR4447 MIR4445 DIMT1P1 LINC01215 LINC01990 MIR8076 MIR198 MIR568 chr5p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5p13 C6 RAI14 ZFR SLC1A3 WDR70 FYB1 C1QTNF3 C5orf22 OXCT1 C7 GHR DROSHA CDH6 GOLPH3 SUB1 NPR3 TARS1 RAD1 BRIX1 AGXT2 PRLR NUP155 LIFR C9 TTC33 PRKAA1 CARD6 PDZD2 RPL37 SKP2 OSMR UGT3A1 MTMR12 ADAMTS12 FBXO4 SPEF2 CAPSL NADK2 DAB2 LSP1P3 SLC45A2 LMBRD2 RANBP3L NIPBL EGFLAM RICTOR GDNF UGT3A2 IL7R DNAJC21 MROH2B PTGER4 RXFP3 PLCXD3 CPLANE1 RNU1-150P RNU6-1079P RNU6-363P RNU6-1305P RNU6-923P C5orf51 TTC23L RNU6-484P RNU6-378P MIR580 MIR579 SNORD72 TPT1P5 RNA5SP181 RNU6-1190P RN7SKP207 OFD1P17 RNU7-130P RPSAP38 RPL19P11 RPL21P54 AMACR RN7SL37P RPL5P14 RPS4XP6 LIFR-AS1 NADK2-AS1 KCTD9P5 LINC02120 LINC02064 UBL5P1 LINC02119 LINC02117 EGFLAM-AS2 GDNF-AS1 GCSHP1 OXCT1-AS1 EGFLAM-AS4 SERBP1P6 EGFLAM-AS3 AIG1P1 SUCLG2P4 MTHFD2P6 EGFLAM-AS1 KRT18P56 OSMR-AS1 KRT18P31 LINC00603 DUX4L51 INTS6P1 LINC00604 HPRT1P2 LINC02061 GOLGA5P1 LINC02160 CCDC11P1 LINC02110 RNU7-75P RNU6-760P RNU6-358P RNU7-161P MIR3650 MIR4279 LINC02104 RBISP2 C1QTNF3-AMACR NIPBL-DT chr14q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q22 MAP4K5 SAMD4A AP5M1 TMEM260 EXOC5 FERMT2 TXNDC16 RTRAF NID2 CDKL1 NIN PYGL TRIM9 PSMC6 GNPNAT1 DDHD1 CDKN3 CNIH1 CGRRF1 CCDC198 BMP4 PTGER2 ATG14 KTN1 DLGAP5 ABHD12B GCH1 LGALS3 TMX1 FRMD6 PELI2 NAA30 SAV1 OTX2 MAPK1IP1L PTGDR RPL13AP3 FBXO34 SOCS4 GPR137C TBPL2 GNG2 KTN1-AS1 GMFB ERO1A STYX ATL1 WDHD1 RNU6-1204P RNU6-301P RPL7AP4 ATP5F1CP1 RPS3AP46 RPSAP13 LINC02331 RPL21P6 RN7SL452P RPL3P3 RN7SL461P OTX2-AS1 RNA5SP385 RNU6ATAC9P RNU6-1291P OR7E105P CHMP4BP1 LINC00640 ZFP64P1 FRMD6-AS2 OR7E106P SNRPGP1 LINC02319 LINC00520 LINC02310 OR7E159P FDPSP3 SETP2 LINC00519 COX5AP2 LINC02284 MIR4308 MIR5580 ABI1P1 FRMD6-AS1 chr9p22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9p22 CNTLN SH3GL2 DENND4C RPS6 NFIB CER1 PLIN2 HAUS6 TTC39B SAXO1 RRAGA SLC24A2 FREM1 SNAPC3 PSIP1 CCDC171 BNC2 ZDHHC21 ACER2 ADAMTSL1 RNU6-1260P C9orf92 RNU6-14P RNU6-246P FTH1P12 LDHAP4 RPL7P33 SAMM50P1 RPS29P33 PABPC1P11 CDCA4P1 HMGN2P16 MAP1LC3BP1 CLCN3P1 C11orf98P1 LSM1P1 BNC2-AS1 NDUFA5P3 RAP1BP1 RN7SL98P RN7SL720P SCARNA8 RNU6-319P RNU6-559P RNU6-264P RN7SKP258 MIR3152 chr4q27 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q27 TNIP3 IL2 EXOSC9 IL21 BBS7 KIAA1109 PRDM5 TRPC3 CCNA2 MAD2L1 ANXA5 TMEM155 ADAD1 NDNF BBS12 QRFPR RNU6-550P RN7SKP137 TUBB4BP5 CETN4P SAR1AP3 IL21-AS1 RN7SL335P LTV1P1 LINC02502 SETP12 RNU6-948P chr2p25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p25 EIPR1 SH3YL1 TPO ID2 TAF1B HPCAL1 ODC1 NOL10 COLEC11 ITGB1BP1 CPSF3 PXDN YWHAQ KIDINS220 GRHL1 ROCK2 RSAD2 LPIN1 CMPK2 IAH1 ACP1 MBOAT2 PDIA6 ATP6V1C2 C2orf50 TMEM18 ALLC RNF144A ASAP2 ADAM17 KCNF1 SLC66A3 NTSR2 E2F6 RRM2 TRAPPC12 RPS7 RNASEH1 KLF11 SNTG2 SOX11 ADI1 FAM110C MYT1L TMSB4XP2 ALKAL2 GREB1 RNU4-73P RNA5SP84 RNA5SP85 CYS1 LINC00487 SNORA80B RNU6-649P RNU6-1081P EIF1P7 DCDC2C RNU6ATAC37P RN7SKP112 RPL30P3 LINC01874 LINC01248 LINC00570 MIR3681HG EIPR1-IT1 TRAPPC12-AS1 MYT1L-AS1 SNRPEP5 LINC01875 NRIR LINC01824 PPIAP60 LINC01247 RNF144A-AS1 AC106875.1 LINC01939 HMGB1P25 LINC01249 PIK3CDP1 NPM1P48 SILC1 GAPDHP48 TMEM18-DT LINC01865 RNASEH1-AS1 LINC01250 ID2-AS1 LINC01871 LINC00298 SNTG2-AS1 LINC01814 AC010729.1 MIR7515HG LINC00299 LINC01810 LINC01304 LINC01115 RNU7-176P RNU7-138P RN7SL674P RN7SL832P RNU2-13P ODC1-DT MIR4429 RN7SL66P MIR548S MIR4262 MIR4261 LINC01954 MIR7158 MIR7515 chr6p24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6p24 EDN1 HIVEP1 DSP MAK TMEM14C PAK1IP1 GCNT2 NEDD9 ADTRP PHACTR1 RREB1 SSR1 RIOK1 SLC35B3 EEF1E1 GCM2 TFAP2A TMEM14B C6orf52 TBC1D7 SYCP2L BMP6 CAGE1 SNRNP48 OFCC1 LINC00518 BLOC1S5 ELOVL2 RNU1-64P TMEM170B GCNT2P1 RNU1-11P RPL15P3 AMD1P4 THAP12P5 SUMO2P12 PIP5K1P1 RNU6ATAC21P RNA5SP203 RN7SKP293 SMIM13 MIR5689HG TFAP2A-AS1 ELOVL2-AS1 LINC02522 HNRNPLP1 LINC02530 MRPL48P1 TXNDC5 ERVFRD-1 BLOC1S5-TXNDC5 MIR5689 EEF1E1-BLOC1S5 HULC chr2q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q12 NCK2 IL1RL2 IL1RL1 IL18R1 IL18RAP SLC9A2 FHL2 UXS1 SLC5A7 ECRG4 MFSD9 TGFBRAP1 GCC2 MRPS9 GPR45 C2orf49 ST6GAL2 RGPD3 LIMS1 TMEM182 SLC9A4 SULT1C3 RGPD4 SULT1C4 SULT1C2 POU3F3 FAM183DP RPL22P10 HMGB3P11 GCC2-AS1 EEF1A1P12 LINC01935 MRPS9-AS2 LINC01886 LINC01594 RPL23AP27 LINC01831 LINC01918 IL1R1-AS1 WASF1P1 LIMS1-AS1 PPP1R2P5 LINC01789 LINC01159 ACTP1 RGPD4-AS1 LINC01593 MRPS9-AS1 GACAT1 PANTR1 AHCYP3 LINC01114 LINC01103 LINC01102 AC013402.3 SDR42E1P5 SETD6P1 SULT1C2P1 RPL22P8 LINC01885 ST6GAL2-IT1 PLGLA CD8B2 LINC01965 SULT1C2P2 MIR4772 GMCL1P2 SMIM12P1 LINC01796 chr8q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8q13 PREX2 ARFGEF1 MTFR1 TRAM1 SGK3 CSPP1 EYA1 ARMC1 COPS5 SLCO5A1 SULF1 NCOA2 DNAJC5B CRH TRIM55 ADHFE1 LACTB2 PRDM14 CPA6 C8orf34 VXN VCPIP1 PPP1R42 MCMDC2 MSC RRS1 MYBL1 PDE7A RNU6-1324P RNY3P14 RNU1-101P BTF3P12 PTTG3P PPIAP86 XKR9 RN7SKP29 RNA5SP270 MSC-AS1 RPS15AP25 RNU7-102P RNA5SP269 RPL31P41 RN7SL675P RPS20P20 RN7SL19P SNHG6 RRS1-AS1 LACTB2-AS1 AC079089.1 SDCBPP2 C8orf34-AS1 RNA5SP268 TRAPPC2P2 LINC00967 H2AZP2 LINC01603 LINC01592 SUMO2P20 RPL31P40 LINC01299 NACAP10 SNORD87 NDUFS5P6 TCF24 RN7SL203P LINC00251 chr2p16 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p16 VRK2 CCDC85A STON1-GTF2A1L PSME4 ERLEC1 MTIF2 ASB3 SPTBN1 RTN4 CCDC88A EFEMP1 FANCL PAPOLG MSH6 GPR75 BCL11A PNPT1 LHCGR FBXO11 CHAC2 RPS27A PPP1R21 REL CLHC1 PRORSD1P CFAP36 ACYP2 FOXN2 FSHR C2orf73 TSPYL6 NRXN1 KCNK12 RNA5SP93 RNU6-433P RNU6-508P RNU1-32P RN7SKP224 RNU4-51P RNU6-282P RN7SKP208 RNU6-439P RNU6-997P MIR217 MIR216A MIR216B MIR548BA EML6 CTBP2P5 MIR8485 LINC01793 RNA5SP95 CRYGGP KNOP1P3 LINC01795 LINC01867 PPIAP62 MIR217HG LINC01185 LINC01813 MTCO1P42 EML6-AS1 PPIAP63 ELOBP3 FTH1P6 HMGB1P31 EIF3FP3 BTF3P5 LINC01122 RPL7P13 RPL36AP15 MSH2-OT1 ZNF863P RPS27AP7 RPL21P33 NONOP2 RPL23AP32 RNU6-221P RNU6-775P RNU6-634P TPT1P11 RN7SL632P RN7SL361P GTF2A1L STON1 RNU4-49P RNU7-81P RNU6-612P RNA5SP94 RNU7-172P MIR4431 MIR3682 MIR4432 ACTG1P22 ATP1B3P1 PPP4R3B chr4q25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q25 MCUB ALPK1 RPL34 GAR1 PLA2G12A ZGRF1 AP1AR ENPEP CASP6 LEF1 HADH EGF PAPSS1 SEC24B ANK2 TIFA DKK2 CYP2U1 SGMS2 ETNPPL PITX2 HSBP1P2 ELOVL6 LARP7 FAM241A NEUROG2 RRH LRIT3 COL25A1 OSTC MIR302C MIR302D MIR367 RNU6-289P CFI RNU6-431P RNU6-35P MIR302A MIR576 RNU6-205P RAC1P5 MIR297 OSTCP4 RNU6-733P SETP20 LEF1-AS1 RPL34-AS1 RPSAP34 RPL7AP30 RN7SL55P AC096564.1 COL25A1-DT SEC24B-AS1 ANK2-AS1 RPL23AP94 WRBP1 TOX4P1 HIGD1AP14 ACTR6P1 RBMXP4 NEUROG2-AS1 LINC01438 MIR302CHG KRT19P3 CDC42P4 PANCR RCC2P8 ZBED1P1 TUBB8P3 EXOC7P1 CCDC34P1 H3P14 ZNF969P RTEL1P1 RPL7L1P13 LYPLA1P2 RNU6-551P RN7SL275P MIR8082 ZACNP1 MIR1243 MIR302B chr20q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr20q13 DPM1 CYP24A1 ZFP64 RTF2 TOMM34 RTEL1-TNFRSF6B KCNG1 RIPOR3 ATP9A SPO11 CBLN4 OGFR ELMO2 CCN5 CTSA EYA2 BCAS1 KCNQ2 SLC35C2 GNAS PHACTR3 TFAP2C AURKA CASS4 COL9A3 PLTP PCIF1 MMP9 CD40 ZMYND8 SGK2 IFT52 MYBL2 R3HDML HNF4A NFATC2 RIMS4 PABPC1L STK4 SALL4 ADNP PFDN4 DOK5 CSTF1 BMP7 RAE1 TPD52L2 DNAJC5 NELFCD CTSZ PRPF6 TUBB1 PRELID3B HRH3 MTG2 PSMA7 SLCO4A1 NTSR1 MRGBP TCFL5 DIDO1 GID8 SLC17A9 BIRC7 NKAIN4 ARFGAP1 COL20A1 CHRNA4 EEF1A2 PTK6 GMEB2 ARFRP1 WFDC2 SPINT3 EPPIN DNTTIP1 TNNC2 ACOT8 MC3R GCNT7 CTCFL HMGB1P1 FAM210B PI3 FAM209A SNX21 SLPI WFDC3 TTPAL PREX1 KCNS1 SLC12A5 SDC4 NCOA3 PIGT SEMG2 MATN4 NCOA5 VAPB PARD6B ATP5F1E TOX2 SRSF6 GDAP1L1 GTSF1L ARFGEF2 ZNFX1 ZNF831 EDN3 CSE1L TMEM189-UBE2V1 RAB22A PTGIS STAU1 CDH26 SNAI1 MOCS3 STX16 PPP4R1L PMEPA1 RNF114 ANKRD60 DDX27 RBPJL SEMG1 C20orf85 BCAS4 KCNK15 TP53TG5 PCK1 ZBP1 NEURL2 SRMS OPRL1 LINC00029 SLC2A4RG NPBWR2 FNDC11 BHLHE23 PPDPF ZBTB46 HELZ2 SAMD10 TAF4 GATA5 RBBP8NL LAMA5 OSBPL2 ADRM1 ZSWIM3 RBM38 OSER1 SERINC3 PPP1R3D JPH2 SPATA25 OCSTAMP SPINT4 CDH22 LINC00266-1 LSM14B YTHDF1 CABLES2 SLC13A3 KCNB1 B4GALT5 SPATA2 WFDC8 YWHAB ZSWIM1 SPINT5P WFDC13 WFDC12 PKIG LINC01620 LKAAEAR1 RGS19 TCEA2 RPS21 ZNF217 CEBPB TP53RK MIR1-1HG-AS1 MIR1-1HG UBE2C WFDC5 C20orf197 ZFAS1 CDH4 WFDC11 WFDC9 WFDC10A TSHZ2 WFDC10B ABHD16B SS18L1 ZNF840P L3MBTL1 RPL12P4 SYCP2 PTPRT MYT1 FAM217B PTPN1 C20orf204 SULF2 ZNF512B ADA ZGPAT FITM2 STMN3 SLC2A10 SLC9A8 ZNF335 ZNF334 UCKL1 APCDD1L MIR1-1 RN7SKP184 RNU1-134P RNU6-743P RNU6-1251P RNU6-563P RNA5SP485 RNU6-497P PCMTD2 SOX18 LIME1 LINC01270 SLC12A5-AS1 SYS1 RNU6-147P RNU6-639P RNU6-929P MIR647 MIR124-3 MIR646 MIR645 SNORD12C SNORD12 FAM209B RPL13P2 RPS4XP3 NPEPL1 SRMP1 ZNF663P RPL27AP MIR298 MIR941-2 MIR941-4 RNU6ATAC38P MIR1302-5 RNA5SP487 SNORD12B RNU6-994P RN7SKP33 OSER1-DT LINC01441 SMIM25 PPIAP10 LINC01754 LINC01716 MKRN7P HAR1A PPIAP21 RPL7P3 HNRNPA1P3 RPL37AP1 ARPC3P1 KCNQ2-AS1 GAPDHP54 CSE1L-AS1 STK4-AS1 LINC01429 MIR646HG RPL39P PSMD10P1 LINC00659 LAMA5-AS1 RPSAP1 MTND1P9 HNF4A-AS1 KRT18P4 LINC01523 LINC01718 MTCO2P1 OGFR-AS1 HSPD1P21 TMSB4XP6 RPL36P1 SNAP23P1 CCNB1IP1P2 RPL39P39 HAR1B ZBTB46-AS1 TRERNA1 APCDD1L-DT RPL36P2 COX6CP2 LINC01273 SNRPFP1 MHENCR SLCO4A1-AS1 CICP4 NDUFB4P10 MRPS16P2 LINC01271 LINC01728 ERP29P1 PIEZO1P1 EIF4EBP2P1 DPH3P1 RPL35AP MRPS33P4 LINC01524 BMP7-AS1 LINC01440 RPS2P7 FTLP1 GNAS-AS1 LINC00494 ARF4P2 PTMAP6 RPL5P2 LINC01056 PIEZO1P2 LINC01522 LINC01275 LINC00686 RNU7-144P RNU7-14P RNU7-141P RNU7-92P RNU7-173P RN7SL672P RN7SL666P TMEM189 RN7SL443P SUMO1P1 RN7SL170P TNFRSF6B WFDC6 DBNDD2 RN7SL636P KCNK15-AS1 UBE2V1 EPPIN-WFDC6 RNA5SP486 RNU4ATAC7P RNU6-1146P RNU6-347P RNU6-919P RNU7-6P SYS1-DBNDD2 STX16-NPEPL1 MTRNR2L3 RTEL1 ADNP-AS1 MIR3616 MIR3195 MIR4756 MIR548AG2 MIR3617 MIR4326 MIR4533 MIR3646 MIR3196 MIR4325 MIR3194 LINC01711 LINC01749 MIR6812 MIR6813 MIR941-5 LINC01742 RN7SL197P CEBPB-AS1 PGBD4P2 NKILA C20orf181 UCKL1-AS1 MIR941-1 LINC01260 MIR941-3 MIR296 MIR4758 MIR1257 MIR1914 MIR133A2 chr5q34 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q34 GABRA1 MAT2B HMMR GABRG2 CCNG1 RARS1 WWC1 ATP10B GLRXP3 PANK3 GABRA6 GABRB2 TENM2 NUDCD2 FBLL1 MIR103A1 RNU6-164P RNU6-209P MIR218-2 RPL10P9 MRPL57P6 HMMR-AS1 RNU6-168P RN7SKP60 LINC02143 LINC02159 SLC2A3P1 LINC01938 LINC01947 RPL7P20 ARL2BPP5 LSM1P2 LINC01202 MIR103B1 chr17q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17q24 WIPI1 CACNG5 CACNG4 APOH RGS9 SMURF2 CACNG1 SLC16A6 PRKAR1A FAM20A MAP2K6 GNA13 KCNJ2 SOX9 NOL11 ARSG ABCA8 KCNJ16 PITPNC1 PRKCA CEP112 ABCA9 ABCA6 ABCA10 ABCA5 AXIN2 BPTF LRRC37A3 KPNA2 C17orf58 AMZ2 PSMD12 HELZ SNORA38B RNA5SP447 RN7SKP180 MIR635 MIR548AA2 MIR634 RPL17P41 RPL36AP48 AMZ2P1 PLEKHM1P1 ARHGAP27P1-BPTFP1-KPNA2P3 LINC02097 LINC00511 LINC01483 MYL6P5 ROCR ABCA9-AS1 SLC16A6P1 SOX9-AS1 LINC01497 LINC00674 RNU7-155P RPL32P33 RN7SL735P RN7SL756P RNA5SP445 RNA5SP446 RNU7-115P RNA5SP444 RNU6-928P LINC01152 CASC17 LINC02563 BPTFP1 MIR548D2 LINC02003 PRKCA-AS1 RN7SL404P RN7SL622P MIR4524B FBXO36P1 PSMD7P1 KPNA2P3 RPSAP67 LRRC37A16P CALM2P1 SNRPGP4 SH3GL1P3 SEC24AP1 KCNJ2-AS1 ARHGAP27P2 LINC01028 LINC01482 RDM1P3 MICOS10P2 RDM1P4 MIR6080 MIR4524A MIR4315-2 chr2q14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q14 MARCO LIMS2 GLI2 CLASP1 SCTR PTPN4 DDX18 TTL IL1A SLC35F5 ACTR3 STEAP3 EPB41L5 TFCP2L1 PROC IL1B IL37 CHCHD5 PAX8 INSIG2 POLR1B HTR5BP CCDC93 PSD4 CBWD2 IL36G IL1RN IL36A IL36RN IL36B IL1F10 WDR33 SAP130 BIN1 HS6ST1 UGGT1 GYPC RALB C1QL2 TMEM177 NT5DC4 RABL2A SLC20A1 ZC3H8 GPR17 POLR2D AMMECR1L WASH2P CNTNAP5 DBI NIFK EN1 CFAP221 INHBB ERCC3 IWS1 CKAP2L RGPD8 MAP3K2 MYO7B TMEM37 SFT2D3 DPP10 XIAPP3 FOXD4L1 C2orf76 CYP27C1 ZC3H6 PAX8-AS1 RNU6-1147P RNY4P7 RNU6-1180P RNU6-744P RNU4-48P RNU6-395P RNU6-259P RNU6-675P TSN YWHAZP2 NPM1P32 MIR1302-3 RNU2-41P RN7SKP102 MTND5P28 LINC01823 PGM5P4 MTCYBP39 TMEM185B FAM138B LINC01941 THORLNC CDK8P2 ISCA1P6 MTCO3P43 MTCO1P43 DYNLT3P2 STEAP3-AS1 MTND1P28 RPSAP23 MTND2P21 RPL12P15 IGKV1OR2-108 DPP10-AS3 SEPHS1P7 PGM5P4-AS1 LINC01826 MTND3P10 MTND4P26 LINC01961 LINC01191 DPP10-AS1 NDUFB4P6 LINC01889 DPP10-AS2 HMGN2P23 DDX11L2 MAP3K2-DT NIFK-AS1 MTATP6P26 TEX51 NIFKP9 MTND5P22 RNA5SP103 RNU7-182P RNU7-190P RPL23AP7 MTND4LP14 RN7SL111P RNA5SP102 LINC01956 MIR4783 RNU4ATAC RN7SL468P MIR4782 LINC01101 VINAC1P chr7q35 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q35 ARHGEF5 NOBOX EPHA1 TCAF2P1 OR2A20P TCAF2 CNTNAP2 OR10AC1 OR2A3P TAS2R60 TPK1 TCAF1 RN7SKP174 ARHGEF34P RNU6-1184P OR2A42 ARHGEF35 OR2F1 MIR548F4 RNU6ATAC40P OR6B1 OR2A5 TAS2R41 OR2A12 OR2F2 OR2A25 OR2A14 OR2A1 OR2A2 TCAF1P1 RPL7P59 CTAGE4 DUTP3 OR2A9P EPHA1-AS1 PAICSP5 DPY19L4P2 RANP2 TAS2R62P EI24P4 CNTNAP2-AS1 OR2R1P OR2A41P OR2A15P OR2AO1P PAICSP6 RN7SL456P SLC16A1P1 PPIAP83 EEF1A1P10 OR2A7 ARHGEF35-AS1 OR2A1-AS1 CTAGE8 RNA5SP249 RNU6-162P RNU6-267P CTAGE15 CTAGE6 OR2A13P OR2Q1P TCAF2C chr5q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q13 HEXB PTCD2 TNPO1 AK6 MRPS27 HMGCR CERT1 PDE8B POLK SV2C MAP1B MCCC2 ZBED3 MRPS36 CCNB1 CDK7 PIK3R1 ANKRD31 IQGAP2 CRHBP BDP1 GTF2H2 SLC30A5 BTF3 POC5 MARVELD2 RAD17 CENPH FCHO2 TMEM171 F2RL2 F2RL1 AGGF1 TMEM174 CARTPT ANKRA2 UTP15 NSA2 GFM2 PMCHL2 ENC1 S100Z SERF1A SMN1 GCNT4 ZNF366 NAIPP2 F2R RPL27AP5 CCDC125 GTF2H2C ANKDD1B OCLN FAM169A RNU6-1330P SMN2 SERF1B RNU6-680P RNU6-658P RNU6-724P CFL1P5 EEF1B2P2 ARHGEF28 CHCHD2P2 GUSBP9 H2BP4 GTF2H2B RPL7P22 OCLNP1 RNU7-196P SNORA47 RPS2P24 RN7SL814P RPL7P23 RPS27P14 RN7SL153P HMGN1P12 FOXD1-AS1 LINC02056 LINC02122 NAIPP3 LINC01331 BIN2P2 LINC01335 HMGN2P4 SUMO2P4 CDH12P2 BCL9P1 LINC01333 LINC02198 NAIP LINC02242 SAP18P1 AC145141.1 VWA8P1 LINC02197 LINC01332 NAIPP1 ZBED3-AS1 SLC25A5P9 PDCD5P2 YBX1P5 SNRPCP2 LINC01386 ALDH7A1P1 FOXD1 LINC02230 HMGB1P35 LINC01385 NAIPP4 SUMO2P5 RNU7-175P RNU6-1232P RNU6ATAC36P RNA5SP186 GUSBP3 GUSBP16 CDH12P3 LINC02219 CDH12P4 CDH12P1 FUNDC2P1 MIR4804 MIR4803 RN7SL208P RN7SL616P NDUFB9P1 TAF9 RN7SKP251 SNORA50D chr5q32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5q32 SLC6A7 CAMK2A TCOF1 RBM27 POU4F3 TCERG1 DPYSL3 CSNK1A1 HMGXB3 PDGFRB CDX1 IL17B PDE6A LARS1 SPINK5 FBXO38 SPINK7 PCYOX1L PPARGC1B SLC26A2 SH3RF2 PPP2R2B AFAP1L1 SCGB3A2 SPINK1 HTR4 GRPEL2 TIGD6 SH3TC2 ADRB2 STK32A ABLIM3 GPR151 PLAC8L1 JAKMIP2 SPINK6 C5orf46 CSF1R ARHGEF37 ARSI PRELID2 SPINK14 MIR378A RN7SKP145 SPINK9 GRXCR2 MIR584 RPL7P1 SPINK13 ASS1P10 RNU6-588P RNU7-180P RPL29P14 RN7SL791P RPS20P4 RN7SL868P MARCOL KRT8P48 HMGN1P16 PPP2R2B-IT1 CARMN PGBD4P3 SH3TC2-DT STK32A-AS1 EEF1GP2 RNU6-732P GRPEL2-AS1 MIR145 RNA5SP196 JAKMIP2-AS1 MIR143 chr20q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr20q11 PHF20 NNAT SPAG4 CBFA2T2 ITCH TP53INP2 MYH7B BPIFB2 RBL1 DLGAP4 EDEM2 DNMT3B REM1 TPX2 FER1L4 PDRG1 EPB41L1 GSS TRPC4AP PROCR UQCC1 NDRG3 SLA2 RAB5IF HM13 MYLK2 CCM2L MYL9 HCK TM9SF4 TLDC2 POFUT1 SAMHD1 KIF3B MROH8 MANBAL MAPRE1 CDK5RAP1 SNTA1 TTI1 E2F1 RPRD1B PXMP4 CHMP4B BPI SLC32A1 ASIP ACTR5 AHCY PPP1R16B FAM83D DHX35 MAP1LC3A PIGU MCTS2P GHRH RPN2 TGIF2 ARHGAP40 GDF5 MMP24 NECAB3 ID1 RALY DYNLRB1 C20orf173 EIF2S2 ERGIC3 ROMO1 BPIFB9P FAM83C BPIFB1 CEP250 PLAGL2 MMP24OS LBP AAR2 TTLL9 BPIFA2 RBM39 COX4I2 BPIFA3 ZNF341 GGT7 DEFB118 ACSS2 CTNNBL1 VSTM2L FRG1BP DUSP15 COMMD7 C20orf144 KIAA1755 DSN1 SOGA1 CNBD2 BLCAP SUN5 BPIFB6 RALGAPB SCAND1 ASXL1 BCL2L1 SNHG11 BAK1P1 FOXS1 DEFB124 DEFB123 DEFB119 FDX1P1 ADIG ACTL10 BPIFA4P BPIFB3 BPIFB4 SNHG17 SRC NOL4L BPIFA1 C20orf203 NCOA6 TGM2 SNORA60 RNU1-94P RN7SKP185 RN7SKP173 RNA5SP483 SNORA71D RNU4-40P SNORA71C RNU6-384P RNU6-407P GDF5OS NOL4L-DT DEFB122 DEFB121 CFTRP3 LINC01597 RNU6-937P MIR499A MIR644A RNA5SP482 DEFB117 RPL7AP14 CPNE1 XPOTP1 TPM3P2 PUDPP3 EFCAB8 DEFB116 DKKL1P1 DEFB115 HIGD1AP16 MIR1289-1 RN7SKP271 NPM1P19 RSL24D1P6 RPL36P4 SNORA71A RPS2P1 HMGB3P1 RPF2P1 LINC00489 RPS27AP3 RPL37P1 HNRNPA3P2 GLRXP1 PIGPP3 MT1P3 CEP250-AS1 HM13-AS1 ZNF341-AS1 RPL31P2 RPS3AP3 RPS3P2 HMGB3P2 ITCH-IT1 FAM242A DLGAP4-AS1 RPL12P3 BPIFB5P LINC00028 COX7BP2 CDC42P1 PPIAP3 FAM83C-AS1 TSPY26P HM13-IT1 SNORA71B HAUS6P2 ITCH-AS1 BCL2L1-AS1 SOCS2P1 RPL31P3 MLLT10P1 RN7SL116P EIF6 RN7SL156P NFS1 RBM12 RNU6-759P RNA5SP481 RNA5SP480 TGIF2-RAB5IF NORAD XKR7 MIR3193 MIR4755 RN7SL237P SNORA71E LINC01746 RNA5SP528 MIR548O2 ANKRD20A21P ABALON FRG1CP FRG2EP FRG1DP DUX4L33 DUX4L35 CFTRP2 DUX4L34 PCMTD1P7 AGGF1P10 FRG1EP CDC27P3 DUX4L37 DUX4L32 RARRES2P11 RNA5SP532 MIR499B MIR1825 RALY-AS1 FAM242B chr6q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q24 FUCA2 VTA1 HIVEP2 CCDC28A PEX3 HEBP2 SASH1 HECA ADGRG6 PHACTR2 EPM2A ZC2HC1B ADGB PLAGL1 FBXO30 RAB32 LTV1 NHSL1 NMBR REPS1 STX11 ABRACL SHPRH AIG1 UTRN GRM1 TXLNB CITED2 STXBP5 SF3B5 FUNDC2P3 ADAT2 LUADT1 RNU1-33P SAMD5 GJE1 ECT2L RNU6-1222P RNU6-906P CYP51A1P3 MARCKSL1P2 TPT1P4 RPS3AP24 RPS3AP23 TUBB8P2 MRPL42P3 ATP5PBP6 YAP1P1 RN7SKP106 RNA5SP222 RNA5SP221 ACKR4P1 AL365271.1 KATNBL1P6 LINC01277 VDAC1P8 FILNC1 STXBP5-AS1 PHACTR2-AS1 NMBR-AS1 LINC01625 RNA5SP220 SMIM28 MIR3668 MIR4465 MIR3145 GVQW2 HYMAI chr5p15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr5p15 BRD9 NSUN2 TRIO DNAH5 CLPTM1L AHRR SLC9A3 TRIP13 SDHA ADCY2 CEP72 SEMA5A TENT4A DAP IRX4 SLC12A7 MTRR FASTKD3 MED10 SLC6A3 ROPN1L NDUFS6 MARCHF6 NKD2 ADAMTS16 SRD5A1 MYO10 OTULINL CCT5 ATPSCKMT LPCAT1 PLEKHG4B ANKH OTULIN RETREG1 ICE1 ANKRD33B CMBL TERT SLC6A18 CCDC127 TAS2R1 CTNND2 IRX1 IRX2 TPPP MRPL36 ZNF622 SLC6A19 BASP1 EXOC3 FBXL7 MARCHF11 LRRC14B SDHAP3 C5orf38 ZDHHC11 RNU1-76P RN7SKP79 RNU6-660P RN7SKP133 ZDHHC11B RNU6-429P RNA5SP176 RNU6-679P BASP1-AS1 C5orf49 UBE2QL1 LINC01020 MIR887 EXOC3-AS1 RNA5SP177 RNA5SP178 RN7SKP73 FTH1P10 LINC02142 SLC9A3-AS1 SNORD123 RPL36AP21 RPS23P5 RPS26P28 RPL30P7 LINC02226 LINC01513 MIR4458HG SPCS2P3 LINC01019 LINC01194 LINC02150 H3P17 NACAP6 LINC02217 LINC02220 NENFP3 LINC02102 MTCO1P30 MTCYBP37 MARK2P5 MTCO2P32 AC124852.1 IRX4-AS1 TAF11L12 LINC02213 LINC02149 LINC02212 RBBP4P1 LINC02114 H3P18 LINC02218 LINC02112 AC091953.1 LINC02162 BRD9P2 PDCD6 UQCRBP3 LINC02223 LINC01018 ANKRD33B-AS1 EEF1A1P13 LINC02199 SEPHS2P1 H3P20 H3P21 MTND6P2 LINC02116 LINC02145 CCT6P2 LINC02121 LINC01511 ROPN1L-AS1 HNRNPKP5 LINC02123 H3P22 LINC01017 HMGB3P3 TAF11L14 SNHG18 MTCO2P30 LINC02221 DCAF13P2 LINC02111 LINC02063 LINC02196 MARCH11-AS1 LINC02236 SEMA5A-AS1 MTCO1P31 ALG3P1 RNA5SP180 RNU6-1003P RNA5SP179 MIR4457 MIR4277 MIR4635 MIR4456 MIR4637 MIR4636 H3Y2 H3Y1 H3P19 MIR6075 MIR6131 LSINCT5 MIR4278 TAF11L11 TAF11L13 TAF11L8 TAF11L9 MIR4458 TAF11L6 TAF11L5 TAF11L4 TAF11L10 TAF11L2 TAF11L3 TAF11L7 AC016575.2 chr1q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q22 SCAMP3 ASH1L GON4L ARHGEF2 LAMTOR2 MEF2D MSTO1 C1orf61 DAP3 RHBG KHDC4 RAB25 SYT11 RIT1 PKLR HCN3 FDPS RUSC1 GBAP1 FAM189B PAQR6 PMF1 SLC25A44 LMNA UBQLN4 YY1AP1 NAXE TRIM46 KRTCAP2 TSACC CCT3 TMEM79 SSR2 THBS3 SLC50A1 EFNA1 RXFP4 MTX1 CLK2 GBA DPM3 IQGAP3 MUC1 TTC24 VHLL SEMA4A GLMP SMG5 MSTO2P RNU6-106P RNU6-1297P SNORA80E MIR9-1 HMGN2P18 ARHGEF2-AS1 DAP3P1 RUSC1-AS1 ASH1L-IT1 ASH1L-AS1 MTX1P1 POU5F1P4 BGLAP MEX3A PMF1-BGLAP MIR6738 SCARNA4 MIR555 MIR92B chr6q26 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q26 AGPAT4 MAP3K4 PACRG QKI PLG PRKN LPA PACRG-AS2 PACRG-AS3 KRT8P44 RN7SL366P CAHM PACRG-AS1 chr6p22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6p22 MYLIP JARID2 HFE BTN3A1 DTNBP1 ZNRD1 SCGN CARMIL1 ZNF184 BTN3A3 TDP2 RIPOR2 RBM24 CAP2 E2F3 HDGFL1 GPLD1 ALDH5A1 ACOT13 C6orf62 GMNN SLC17A2 TRIM38 OR12D3 BTN2A1 PRSS16 BTN2A2 MRS2 BTN2A3P BTN1A1 SLC17A3 SLC17A1 H1-3 H1-1 ZNF391 H2BC11 OR2B6 SOX4 ATXN1 NUP153 DEK KIF13A ZSCAN9 GMPR KIAA0319 PGBD1 TPMT RNF144B FAM8A1 CDKAL1 DCDC2 SLC17A4 H2BC1 KAAG1 ABT1 NRSN1 H2BC5 H4C8 POM121L2 ZSCAN12 H2AC1 KDM1B OR2W6P OR2B2 H1-4 CMAHP PRL MBOAT1 ID4 RPL10P2 TOB2P1 HCG4 H2BC2P H2AC6 H2BC4 HLA-V ZNF322 OR2B8P HMGN4 H1-5 RPL7P26 H2BC13 BTN3A2 H1-6 NHLRC1 ZKSCAN4 OR2B7P H1-2 ZSCAN23 NKAPL ZKSCAN3 H2AC13 H2AC11 ZSCAN16 H2AC7 H4C3 ZSCAN26 H3C12 H4C11 ZNF165 H3C4 H2BC12 ZNF311 ZKSCAN8 GPX6 RNU6-502P RNU6-263P RNU6-801P SNORD32B RNU6-522P RNA5SP204 RNU6-645P RNA5SP205 RNU6-391P HLA-E TRIM39 TRIM15 TRIM10 TRIM40 TRIM31 RNF39 PPP1R11 HLA-J ZNRD1ASP HCG9 HLA-G HLA-F ZFP57 MOG OR2H2 GABBR1 MAS1L OR2H1 OR11A1 OR14J1 OR2U1P OR2J2 OR2J3 OR2J1 OR2B3 OR2W1 LINC01556 TRIM27 ZNF204P HLA-H OR10C1 HLA-A RNU6-471P RNU6-190P RNU6-1060P RNU6-987P MIR548A1 RNU6-930P RPL7AP7 UBD RPS17P1 OR2G1P RPL13P KRT18P38 ARPC3P5 RPLP2P1 HLA-F-AS1 PPIAP29 H1-12P MRPL42P2 H2AC2P OR2W4P VN1R13P ZNF603P GPR89P MTCO2P33 LARP1P1 UQCRFS1P3 OR2W2P PRELID1P2 DDX18P3 IQCB2P H2BC16P H4C10P ZNF192P2 RSL24D1P1 KRT8P43 H2AC9P HNRNPA1P1 SUMO2P13 SPTLC1P2 RPL5P20 H2AC10P OR2E1P ZNF602P HNRNPA1P58 CD83P1 VN1R11P ZSCAN12P1 ASS1P1 VN1R12P OR1F12 VN1R10P BOLA2P3 H3C9P RNU6-141P RN7SKP240 RNU2-62P OR2AD1P HCG14 LINC02828 OR2J4P MCCD1P2 HLA-N H3P26 LINC01015 GPX5 E2F3-IT1 LINC00240 SUCLA2P1 LINC01623 UBDP1 ZNF192P1 MICC HCG15 HCG4B TMEM183AP1 HLA-U HCG11 SAR1AP1 LNC-LBCS KRT18P1 TMPOP1 HCG4P8 LINC02829 GPR53P MICD ATXN1-AS1 DDX6P1 MAS1LP1 HLA-K STMND1 HCG18 HLA-T COX11P1 TRIM31-AS1 RPL13AP ZBED9 OR2H5P ETF1P1 LINC02543 ZNF90P2 DDX39BP1 H2BC15 PAIP1P1 ZDHHC20P1 TRIM26 H2AC5P ZSCAN31 SUMO2P1 HLA-W JARID2-AS1 NOP56P1 LINC00533 IFITM4P MCCD1P1 UBQLN1P1 TRIM26BP RANP1 OR2P1P MICG MCFD2P1 RPSAP2 OR2I1P DDX39BP2 RNU7-26P RPL23AP1 RN7SL128P RPP21 GUSBP2 H2AC3P OR2U2P POM121L6P OR5V1 HLA-L RN7SL334P TRIM39-RPP21 OR12D1 RNU6-1114P RNU2-45P RNU6-150P ARMH2 NBAT1 HLA-P RN7SL471P MIR4639 MIR3143 ZSCAN16-AS1 HCG17 KATNBL1P5 AL121944.2 CASC15 MICE H4C12 H2BC14 H2BC8 H3C8 H2BC6 H4C6 H2BC17 H3C6 H2AC12 H4C13 H2AC15 H3C11 H4C7 H2BC9 H3C1 H4C9 H2AC14 H2BC3 H2AC16 H4C5 H2AC8 H4C4 H2BC7 H2BP5 H3C5P H3C7 H2AC4 H2BC10 H4C1 H2AC17 H4C2 H3C10 OR12D2 LINC00581 MIR548A1HG H3C2 AL021917.1 H3C3 chr11q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11q21 MRE11 MED17 FAM76B MTMR2 PANX1 GPR83 PIWIL4 SESN3 ENDOD1 CCDC82 CWC15 DEUP1 SMCO4 CEP295 TAF1D AMOTL1 CEP57 ANKRD49 SLC36A4 HEPHL1 C11orf54 JRKL IZUMO1R MAML2 KDM4D FUT4 RNA5SP346 SNORD6 SNORA32 SNORA1 SNORA25 SNORA18 SNORA8 SNORA40 ST13P11 VSTM5 MIR548L RNA5SP345 PHBP16 SRP14P2 KDM4E SNORD5 RN7SL223P RPL26P31 SCARNA9 LINC02553 MED28P5 LINC02700 JRKL-AS1 KDM4F LINC02737 HPRT1P3 C11orf97 SRSF8 MIR1260B BUD13P1 MIR1304 chr1q41 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q41 USH2A RRP15 IARS2 KCNK2 TGFB2 GPATCH2 MARK1 CENPF MARC2 RAB3GAP2 EPRS1 HLX KCTD3 LYPLAL1 TAF1A SUSD4 DUSP10 HHIPL2 TP53BP2 PTPN14 MIA3 DISP1 BPNT1 SPATA17 C1orf115 BROX CAPN2 CCDC185 GAPDHP24 AIDA MARC1 TLR5 ACTBP11 ESRRG SLC30A10 FAM177B RNU6-403P RNU1-141P CAPN8 MIR215 MIR194-1 RNU6-1248P AURKAP1 ZC3H11B KRT18P12 MORF4L1P1 RNU6ATAC35P SNORA36B RNU6-791P UBE2V1P13 TAF1A-AS1 LINC01710 RIMKLBP2 MRPS18BP1 PRELID3BP1 NXNP1 SNRPEP10 QRSL1P2 PHBP11 LINC01655 LYPLAL1-DT C1orf143 UBBP2 LINC02474 LYPLAL1-AS1 XRCC6P3 LINC02779 LINC00210 LINC01653 RPS15AP12 TGFB2-AS1 LINC01705 VDAC1P10 HDAC1P2 SPATA17-AS1 CICP13 NDUFB1P2 LINC02817 LINC02257 LINC01352 RN7SL464P ABHD17AP3 RNU4-57P RNA5SP76 HLX-AS1 TGFB2-OT1 MIR664A chr15q14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q14 AQR EMC4 MEIS2 DPH6 KATNBL1 EMC7 THBS1 SLC12A6 FSIP1 GJD2 ACTC1 SPRED1 TMCO5A AVEN FAM98B RASGRP1 GOLGA8A C15orf54 LINC02694 LPCAT4 NOP10 PGBD4 NUTM1 CHRM5 C15orf41 ZNF770 GOLGA8B MIR1233-2 MIR1233-1 CSNK1A1P1 LINC01852 DPH6-DT NANOGP8 LINC02345 LINC02853 HNRNPA1P45 ANP32AP1 RBM17P4 PRELID1P4 NUTF2P6 ACTG1P15 HNRNPLP2 TPST2P1 LINC02252 LARP4P FSCN1P1 MIR4510 MIR3942 COX6CP4 MIR8063 chr8q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8q11 SNAI2 RB1CC1 EFCAB1 ATP6V1H OPRK1 RP1 MCM4 LYPLA1 MRPL15 SNTG1 PXDNL ST18 RGS20 SOX17 SPIDR PCMTD1 PPDPFL UBE2V2 NPBWR1 TCEA1 RPL10AP2 ALKAL1 RNU105C RN7SKP294 RNU6-1331P RNU6-819P MAPK6P1 RNU6-665P IGLV8OR8-1 MAPK6P4 CEBPD RN7SKP32 RNU6-519P RPL29P19 SEC11B AC064807.1 LINC02599 RPL34P17 RN7SL250P RPS27AP13 ASNSP1 NDUFA5P12 TRIM60P15 ASNSP4 RNU6ATAC32P RNU6-656P RNU6-295P LINC00293 HSPA8P13 ATP6V1G1P2 LINC02847 PRKDC AC091163.2 PSAT1P1 MTND2P38 BRIX1P1 MTCYBP20 MTND6P20 BTF3P1 RFPL4AP7 TDGF1P5 CYCSP22 TRMT112P7 RNA5SP531 MTND1P7 chr1q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q24 SCYL3 C1orf112 SELE FMO3 EEF1AKNMT FMO1 MYOC KIFAP3 FMO4 FMO2 SUCO PRRX1 BLZF1 CCDC181 SLC19A2 MROH9 FMO6P PRRC2C VAMP4 FASLG GORAB PIGC GPR161 ALDH9A1 ATP1B1 TIPRL NME7 POGK MPC2 CREG1 DCAF6 GPA33 TBX19 UCK2 TMCO1 XCL1 XCL2 POU2F1 MAEL ILDR2 DPT MGST3 ADCY10 TADA1 LRRC52 METTL18 SELP C1orf105 SELL FAM78B DNM3 MPZL1 F5 RCSD1 CD247 DUSP27 RNA5SP65 FAM78B-AS1 LINC00970 METTL11B RNU6-157P RNU6-1310P RNA5SP64 MIR557 MIR199A2 RPL29P7 SFT2D2 ANKRD36BP1 QRSL1P1 FMO9P MIR921 MIR1295A MIR1255B2 LINC01142 TMCO1-AS1 GCSHP5 SIGLEC30P DUTP6 LINC00626 HAUS4P1 AIMP1P2 AKR1D1P1 SUMO1P2 SLC25A38P1 FMO7P RPL4P3 HMGB1P11 DNM3OS GORAB-AS1 LINC01363 FMO11P CNN2P10 RPL4P2 PFN1P1 DNM3-IT1 LINC01681 LINC01675 CYCSP53 FMO10P MRPS10P1 RPL34P1 LRRC52-AS1 ISCUP1 FMO8P GM2AP2 RN7SL333P RN7SL269P RNU6-693P RNA5SP66 MIR3119-2 SRP14P4 MIR3120 MIR3119-1 MIR1295B MYOCOS MIR214 MIR3658 chr4q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q23 DAPP1 LAMTOR3 RAP1GDS1 C4orf17 MTTP TRMT10A EIF4E STPG2 METAP1 DNAJB14 H2AZ1 TSPAN5 ADH6 ADH1A ADH7 ADH1B ADH5 ADH4 FAM177A1P1 DUTP8 BTF3P13 RPL5P12 H2AZ1-DT ADH1C C4orf54 DYNLL1P6 TBCAP3 PCNAP1 CRYZP2 ABT1P1 NDUFS5P4 RNU7-149P MIR3684 chr3q23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q23 ATP1B3 RBP2 RBP1 SLC25A36 GRK7 RNF7 TFDP2 XRN1 PLS1 TRPC1 TRIM42 PXYLP1 RASA2 CLSTN2 PCOLCE2 U2SURP NMNAT3 ATR GK5 SPSB4 MRPS22 ZBTB38 ACTG1P1 COPB2 PRR23B PAQR9 RN7SKP25 RNU6-509P RN7SKP124 RNU1-100P PRR23A RNU6-425P KRT18P35 RPL23AP41 HMGN2P25 BPESC1 PRR23C PLS1-AS1 PAQR9-AS1 TPT1P3 LINC02618 RPL6P9 ATP1B3-AS1 RN7SL724P YWHAQP6 TRMT112P5 RASA2-IT1 CLSTN2-AS1 RPL7L1P7 RNU7-47P RNU6-1294P RNA5SP143 PISRT1 AC112504.3 chr3p23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3p23 GADL1 STT3B ZNF860 CNN2P6 RNA5SP127 ZNF587P1 THRAP3P1 H3P11 OSBPL10-AS1 MIR466 chr12q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12q13 RPAP3 CALCOCO1 HSD17B6 HOXC8 LIMA1 LETMD1 SLC4A8 HDAC7 CS EIF4B DGKA ERBB3 DIP2B SMARCD1 RBMS2 BAZ2A RAPGEF3 SENP1 AQP6 MYL6 AAAS CBX5 PRPF40B ASIC1 SLC11A2 CSRNP2 BIN2 IL23A ATP5F1B PTGES3 KRT18 TNS2 GLI1 SLC38A1 ENDOU VDR COPZ1 RAB5B TIMELESS ATF1 NEUROD4 ARHGAP9 NCKAP1L MMP19 PFDN5 SPATS2 ORMDL2 NR4A1 PDE1B HOXC13 CDK2 LRP1 HOXC11 ATG101 NFE2 HOXC12 IKZF4 SMUG1 TUBA1B WNT1 CCNT1 FKBP11 ARF3 TMEM106C SLC38A2 ATP5MC2 DNAJC14 CD63 PRPH AMHR2 LACRT GDF11 GLS2 ITGA7 TESPA1 FAM186B RDH5 BLOC1S1 KRT85 PPP1R1A TROAP B4GALNT1 TFCP2 COQ10A FAIM2 PAN2 ESPL1 KRT87P KRT7 ZC3H10 HNRNPA1 SLC26A10 ACVR1B OS9 MIP KCNH3 SLC38A4 AMIGO2 COL2A1 ANP32D INHBE SUOX CCDC65 SLC39A5 TARBP2 RDH16 DHH ACVRL1 GPR84 NPFF NABP2 CELA1 SMARCC2 KANSL2 CERS5 MAP3K12 ITGB7 GALNT6 CSAD LMBR1L C12orf10 ESYT1 TMBIM6 ANKRD52 KRT71 ZNF740 PFKM KIF5A DCD ITGA5 ZNF385A FMNL3 AQP5 RACGAP1 LARP4 GRASP KRT84 KRT82 GPR182 ZBTB39 TAC3 MYO1A NEMP1 NAB2 STAT6 PIP4K2C MARS1 MBD6 ZNF641 LALBA CACNB3 KMT2D RHEBL1 TUBA1A TUBA1C NCKAP5L AQP2 GPD1 ANKRD33 KRT80 KRT1 SPRYD3 IGFBP6 SOAT2 WNT10B SP7 KRT8 KRT78 SDR9C7 METTL7B AC021066.1 KRT75 KRT6C PYM1 KRT4 KRT74 KRT72 PA2G4 KRT83 SMAGP STAT2 OR9K2 GTSF1 ATF7 MUCL1 RND1 OR10AD1 HOXC5 RARG KRT2 ADCY6 DDX23 INHBC DDIT3 DCTN2 APOF OR10P1 SPRYD4 C12orf54 CCDC184 ASB8 DNAJC22 COX14 DTX3 OR2AP1 OR6C4 OR6C2 PCED1B PHC1P1 R3HDM2 OR10A7 HOXC9 HOXC10 DDN RNF41 PRKAG1 SHMT2 NXPH4 MFSD5 TMEM198B DAZAP2 POU6F1 OR6C70 KRT76 METTL7A KRT6B STAC3 SP1 NDUFA4L2 KRT79 PMEL OR6C76 FAM186A KRT73 KRT5 KRT3 TMPRSS12 BCDIN3D C1QL4 H1-7 MCRS1 OR6C75 OR6C6 KRT77 MYL6B NACA OR9K1P SCN8A PCBP2 OR6C74 RPS26 HOXC6 PRIM1 HOXC4 OR5BS1P MIR148B RNU6-834P RNU6-600P RNU6-199P RNU6-1273P RNU6-238P RNU6-940P RNU6-879P RNU6-343P OR6C71P SARNP OR6C68 OR6C65 OR6C3 OR6C1 OR6C72P PRR13 KRT6A KRT81 SNORA2A RNU6-574P SNORD59A RNU6-769P SNORA2B RNU6-950P MIR615 MIR196A2 MIR616 SLC48A1 RNU6-1093P OR6C69P HIGD1C MIR1228 SNORA2C MIR1293 RNU6-1203P OR9R1P OR11M1P OR8T1P OR10U1P HOTAIR RPL41 OR6C5P OR6C66P OR6C64P RNU6-333P RPS10P20 ARHGEF25 RPL7P41 RN7SL809P RN7SL390P RPL35AP28 RPL13AP23 RN7SL519P PCED1B-AS1 HOXC13-AS HOXC-AS2 FAM242C HOXC-AS1 LINC02381 HOXC-AS3 RNU7-40P RN7SKP289 KRT127P C12orf80 PHBP19 KRT126P OR6C73P LINC01154 LINC02354 KRT73-AS1 OR7E47P GSTP1P1 HSPD1P4 SCAT2 METTL7AP1 ADCY6-DT KRT7-AS BTBD10P1 CNPY2 LSM6P2 OR6C7P OR5BK1P LINC02395 GLYCAM1 EIF4A1P4 OR5BJ1P KRT90P HNRNPA3P10 PHBP18 LINC02156 DDN-AS1 LINC02416 OLA1P3 TEX49 HIGD1AP1 OR5BT1P KRT125P AC009779.3 BCDIN3D-AS1 ARL2BPP2 VTI1BP3 HIGD1AP9 PPIAP45 KRT128P LINC02396 LINC00592 POLR2KP1 ADI1P3 LRP1-AS NR4A1AS FIGNL2-DT CISTR FIGNL2 MIR4698 RN7SL744P MIR4701 MIR4494 ATF7-NPFF VDAC1P5 MARK3P1 RNU6-87P OR10AE3P OR6U2P OR7A19P OR8S21P APONP KRT89P MIR6505 MIR6757 MIR1291 PCBP2-OT1 MIR3198-2 MIR6758 OR8S1 TMDD1 SMIM41 chr9q31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9q31 ERP44 MUSK DNAJC25 MSANTD3 ELP1 PTPN3 SLC44A1 EPB41L4B TMEM38B FKTN FSD1L TMEM245 PTGR1 RAD23B CTNNAL1 ABITRAM NR4A3 INVS NIPSNAP3A TXN ECPAS SMC2 KLF4 OR13C9 ZNF189 ALDOB STX17 BAAT TEX10 MRPL50 PLPPR1 OR13C4 ZNF462 UGCG ACTL7B RNF20 CYLC2 PALM2AKAP2 NIPSNAP3B ABCA1 SVEP1 PGAP4 SHOC1 CAVIN4 OR2K2 ZNF483 OR13D1 TAL2 OR13F1 OR13C8 ACTL7A PPP3R2 OR13D3P C9orf152 LPAR1 GRIN3A RNU6-492P RNU6-984P RN7SKP77 RN7SKP87 RN7SKP191 RNU6-996P LRRC37A5P TXNDC8 OR13C3 LINC00587 RNU6-1039P RNU6-1013P RNU6-432P MIR32 RNA5SP292 RNY4P18 YBX1P6 HMGN2P32 RNU6-710P RNA5SP293 RNU6-1064P RNA5SP294 TMEM246-AS1 LINC01492 LINC01509 PPIAP88 ACNATP AL158070.1 SLC25A6P5 RALGAPA1P1 GAPDHP26 CT70 MTND3P4 ARL2BPP7 RPL36AP6 NANOGP5 RPL36AP35 ZYG11AP1 AL158829.1 LINC01505 FYTTD1P1 UPF3AP3 OR13C1P TRMT112P4 RPS15AP27 MTND2P11 CHCHD4P2 OR13D2P ACTG1P19 RPS2P35 RNU6-329P RN7SL75P TMEFF1 TOPORSLP GNG10 RN7SL659P DNAJC25-GNG10 MSANTD3-TMEFF1 RNA5SP291 STX17-AS1 FRRS1L MIR3927 MIR4668 SMC2-AS1 OR13I1P MIR7702 OR13C2 OR13C5 MIR8081 chr2p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p12 GCFC2 CTNNA2 POLE4 TACR1 EVA1A MRPL19 REG1A REG3G HK2 LRRTM1 DHFRP3 REG3A REG1B LRRTM4 RNA5SP98 RNU6-812P RN7SKP203 RNA5SP99 RNU6-827P REG1CP LINC01291 CYCSP6 MTND6P7 MTND5P27 SUPT4H1P1 MTND4P25 MTCYBP7 CTNNA2-AS1 LYARP1 LINC01293 SUCLA2P2 LINC01851 LRRTM4-AS1 LINC01815 GAPDHP57 RN7SL201P RN7SKP164 RNU6-561P RNU6-685P MIR5000 MIR4264 MIR8080 chr1q44 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr1q44 ADSS2 AKT3 DESI2 ZNF670-ZNF695 SCCPDH HNRNPU AHCTF1 OR14K1 NLRP3 ZNF496 TRIM58 OR2M5 KIF26B TFB2M CNST OR6F1 GCSAML ZNF672 ZNF692 OR2M4 C1orf100 SH3BP5L OR2T1 OR2T35 OR14C36 OR2M7 OR2T12 OR2T33 OR2M1P OR2AJ1 OR2T8 OR2G3 OR2G2 OR2B11 CATSPERE ZBTB18 OR2T29 OR2T34 OR2T10 PGBD2 SMYD3 OR2AK2 OR2T27 ZNF669 OR2G6 OR14I1 OR2L13 OR2T2 OR2C3 ZNF124 OR2T3 OR14A16 OR2T4 OR2T32P OR13G1 OR2L5 ZNF695 OR11L1 VN1R5 OR2T6 OR2L3 OR14L1P OR2M2 RNU6-1205P RNU1-132P RN7SKP55 RNU6-1283P OR2T5 OR2L2 OR2W5 EFCAB2 COX20 OR1C1 C1orf229 KIF28P OR2L1P OR2X1P CHCHD4P5 TGIF2P1 FGFR3P6 CLK3P2 FABP7P1 LINC02774 OR2AS1P OR2T7 CYCSP5 LINC01341 OR2M3 OR9H1P AKT3-IT1 DPY19L4P1 LYPD9P SMYD3-IT1 OR3D1P OR6R1P KIF26B-AS1 OR2L6P DNAJC19P8 HSD17B7P1 RPL23AP25 VN1R17P OR2L9P OR2W3 OR14A2 LINC01743 AHCYP8 RN7SL148P RNU6-999P RNU6-947P RNU6-1089P RNA5SP82 LYPD8 MIR3124 OR2AS2P ZNF670 OR2L8 OR2T11 MIR3916 GCSAML-AS1 chr7q34 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q34 KDM7A AGK TBXAS1 PARP12 HIPK2 MRPS33 NDUFB2 ATP6V0A4 ZC3HAV1 TTC26 SSBP1 EPHB6 CASP2 KIAA1549 TAS2R3 TAS2R4 TAS2R5 TRPV5 ADCK2 MKRN1 ZC3HAV1L RAB19 LUC7L2 DENND2A SVOPL UBN2 BRAF SLC37A3 PIP FAM131B ZYX FMC1 PRSS37 TRPV6 LLCFC1 TMEM139 OR6W1P OR9A2 CLCN1 KLRG2 GSTK1 KEL RNU1-58P RNU6-1272P RNU6-797P RNA5SP248 PRSS1 RNU6-206P TRBV6-1 TRBV7-1 TRBV4-1 TRBV6-4 TRBV7-3 TRBV5-3 TRBV9 TRBV10-1 TRBV11-1 TRBV6-5 TRBV6-6 TRBV5-5 TRBV7-6 TRBV5-6 TRBV5-7 TRBV5-1 TRBV12-2 TRBV4-2 TRBV19 TRBV20-1 TRBV23-1 TRBV24-1 TRBC1 TRBV27 TRBV28 TRBJ2-1 TRBJ2-2 TRBJ2-2P TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBC2 RNU1-82P WEE2 TMEM213 TAS2R40 RNA5SP247 RNU4-74P UQCRFS1P2 MTND2P5 OR6V1 TRBV2 TRBV7-5 WEE2-AS1 TRBV10-2 TRBV5-4 HINT1P1 TRBV29-1 CLEC2L TAS2R39 TRBV30 OR9A1P TRBV3-1 OR9P1P RN7SL535P MTND1P3 TRBV8-2 TRBVA OR9A3P RN7SL771P MOXD2P RN7SL481P TRBV22-1 MYL6P4 NDUFB2-AS1 TRBV11-2 PPP1R2P6 TRBVB MTCO1P55 CCT4P1 TRBV1 TRBV5-2 WBP1LP1 TRBV8-1 PGBD4P1 OR9N1P TRBV12-1 TRBV26 PRSS3P1 TRBV21-1 RNU6-911P TRBV6-7 TRBV7-7 TRBV7-4 TRBV6-8 ERHP1 DENND11 TAS2R38 MGAM MGAM2 OR9A4 PRSS58 CLEC5A KDM7A-DT TMEM178B NDUFB10P2 FMC1-LUC7L2 MTRNR2L6 TAS2R6P MZT1P2 RNU6-85P TRBV12-3 TRBV12-5 TRBV16 TRBV14 TRBV10-3 PRSS2 TRBV13 TRBV18 TRBV11-3 TRBV15 TRBV12-4 PRSS3P3 TRBV17 TRBV7-9 MIR6892 TRBJ1-4 TRBJ1-3 TRBJ1-5 TRBJ1-1 TRBJ1-2 TRBD1 TRBV25-1 TRBJ1-6 TRBV7-2 TRBV6-2 chr2q35 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2q35 SLC11A1 PTPRN ASIC4 SPEG BCS1L XRCC5 TNS1 SLC4A3 FN1 PECR IGFBP2 IGFBP5 PLCD4 ZNF142 PRKAG3 WNT6 CNPPD1 ABCB6 STK16 MREG TNP1 CHPF DNPEP INHA OBSL1 TUBA4A VIL1 AAMP PNKD TTLL4 USP37 DNAJB2 WNT10A TMBIM1 CYP27A1 ATIC SMARCAL1 BARD1 ABCA12 RETREG2 CTDSP1 CNOT9 MARCHF4 STK11IP GMPPA CATIP ZFAND2B TMEM169 CXCR1 ARPC2 RNF25 STK36 FEV CRYBA2 IHH ANKZF1 GLB1L CDK5R2 DES ENSAP3 GPBAR1 CXCR2 CFAP65 RESP18 NHEJ1 RUFY4 TMEM198 RPL37A ATG9A MIR375 MIR26B RNU6-642P SNORA70I RNU6-136P MIR153-1 SLC23A3 RN7SKP213 RN7SKP38 RNA5SP120 LINC01921 RPL23P4 HMGB1P9 VWC2L-IT1 LINC01280 KRT8P30 CATIP-AS1 LINC02832 ASIC4-AS1 LINC01494 LINC01803 SNHG31 CXCR2P1 RPL10P6 LINC01614 RPL7L1P9 DIRC3 RPL23AP31 POLHP1 DIRC3-AS1 FABP5P14 PSMB3P2 LINC00607 LINC00608 CATIP-AS2 LINC02862 RN7SL764P TUBA4B RN7SKP43 LINC01963 MIR3131 MIR3132 MIR4268 MIR6809 MIR6810 MIR9500 MIR6513 SPEGNB chr6q14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q14 IBTK PGM3 RWDD2A SNAP91 CYB5R4 ME1 DOP1A BCKDHB COL12A1 COX7A2 TMEM30A SENP6 IMPG1 TTK TENT5A TBX18 ELOVL4 FILIP1 HMGN3 UBE3D HTR1B CEP162 SYNCRIP SNX14 NT5E MRAP2 LCA5 CGA TPBG IRAK1BP1 PHIP PRSS35 HTR1E ZNF292 MYO6 SH3BGRL2 SMIM11P1 RN7SKP163 RNU1-34P RNU4-12P HMGB1P39 SNHG5 RIPPLY2 RNA5SP210 KRT18P64 RPL7P29 TPT1P6 RCN1P1 DUTP5 HSPD1P10 MTHFD2P2 AK4P5 UBE2V1P15 GAPDHP63 DBIP1 RPS6P7 RPSAP72 RPL17P25 RPL26P20 RPL7P27 LAP3P1 RPL35AP18 PKMP3 H3P27 NDUFA5P9 RNU6-248P RNU4-72P RNU6-130P RNA5SP209 LINC01526 SMARCE1P2 LINC02542 TBX18-AS1 LINC02857 LINC01611 LINC02535 LINC01621 LINC02540 RNU6-261P RN7SL643P RNU6-1338P RNU6-155P RNU6-1016P RN7SKP209 MIR4463 MEI4 HMGN3-AS1 RNU6-84P SNORD50B LCAL1 chr16p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16p13 PRSS22 CREBBP SOX8 ZNF263 TNFRSF12A PRSS21 RPUSD1 RHBDF1 LUC7L BAIAP3 TSR3 PIGQ CRAMP1 MMP25 IL32 PKD1 ZNF200 ALG1 CLEC16A TNFRSF17 SNX29 FLYWCH1 UNKL HAGH SLC9A3R2 NTHL1 METTL22 ROGDI PLA2G10 NDE1 MRPS34 RGS11 RBFOX1 ZNF213 RRN3 MRPL28 HBQ1 CDIP1 TFAP4 RAB11FIP3 GNPTG ABCC6 NUBP2 TPSD1 IGFALS TELO2 MSLN MGRN1 NME3 AXIN1 HCFC1R1 NPRL3 MPG NAGPA SEC14L5 TSC2 ZNF500 NME4 ABCC1 NOMO3 LMF1 CIAO3 CLCN7 HAGHL ANTKMT METRN STUB1 RHBDL1 NUBP1 UBE2I MEFV CAPN15 GSPT1 ZNF174 CLUAP1 PRSS33 ELOB CPPED1 HMOX2 DNAJA3 CORO7-PAM16 BFAR NOMO1 TPSG1 EEF2KMT PPL UBN1 ZC3H7A PRM2 ZNF205 NAA60 TRAP1 GLIS2 GFER SYNGR3 PKMYT1 WFIKKN1 WDR24 FBXL16 CHTF18 GNG13 PGAP6 ZSCAN10 HBZ METTL26 TMEM204 KREMEN2 THOC6 TRAF7 MYH11 FOPNL MAPK8IP3 SEPTIN12 GLYR1 PMM2 PARN RHOT2 RPL3L ZSCAN32 RPS2 NDUFB10 PDPK1 TIGD7 CARHSP1 TEKT5 TXNDC11 NMRAL1 UBALD1 C16orf89 MPV17L NTAN1 POLR3K SNRNP25 PRR35 WDR90 JMJD8 CCDC78 MSLNL SSTR5 SPSB3 MEIOB HS3ST6 TEDC2 CCNF TBC1D24 AMDHD2 NTN3 BICDL2 PAQR4 FLYWCH2 ZG16B ZNF75A ADCY9 C16orf71 ATF7IP2 TVP23A BMERB1 MARF1 FAM234A ZNF598 RAB26 MLST8 E4F1 DNASE1L2 ECI1 CASKIN1 ABCA3 KCTD5 SRRM2 ZNF597 NLRC3 ANKS3 NUDT16L1 OR1F1 VASN OR2C1 RSL1D1 TPSAB1 MCRIP2 PRSS27 PRSS30P C16orf91 ERCC4 RMI2 PRM1 PRM3 TNP2 RNF151 CIITA PDXDC1 FAHD1 DEXI BRICD5 C16orf72 ABAT NPIPA1 GRIN2A TBL3 NPIPA5 NPW PGP C1QTNF8 SNN CLDN6 TMEM186 SOCS1 PDIA2 SRL ATP6V0C MRTFB IFT140 USP7 HBA2 NPIPP1 SLX4 AC099489.1 LITAF PRSS29P NOXO1 CACNA1H TPSB2 RAB40C CCDC154 EME2 MSRB1 MIR365A RNU6-633P RNU1-22P RNA5SP403 RNU6-457P OR1F2P C16orf96 SRRM2-AS1 PDPK2P CEMP1 RNPS1 JPT2 HBA1 HBM HBZP1 SNORD60 RNU6-213P SNORA10 SNORA64 MIR662 MIR193B RNU6-328P EMP2 DNASE1 CLDN9 NPIPA7 RPL15P20 C16orf90 PRSS41 PAM16 RPS3AP2 RPS20P2 RPL21P119 MIR1225 SNORA3C MIR548H2 NPIPA3 IL9RP3 CASP16P RPL7P46 WASIR2 MTRNR2L4 TMEM114 DDX11L10 NPIPB2 WASH4P SHISA9 ABCA17P RNU7-63P MIR1972-1 RNU7-125P RPL17P40 RPS23P6 ARHGDIG RPS26P52 RN7SL274P DECR2 RN7SL743P PKD1P1 PKD1P6 PTX4 RNU7-99P RNU1-125P RNA5SP404 NPIPA2 SNHG9 ABCC6P2 NHLRC4 MIR3179-2 LINC02124 LINC02130 AC012178.1 UBL5P4 SNHG19 TPSP2 COX6CP1 LINC01570 LMF1-AS1 LINC01290 ERVK13-1 CEROX1 AC106820.5 LINC01195 LINC02152 AC007598.2 LINC01177 SUB1P3 LINC02177 IMPDH1P11 SSTR5-AS1 LINC02164 LINC02186 MTND5P33 MMP25-AS1 LINC02185 MTND6P33 BCAR4 MTCO1P28 LINC00514 EIF1P4 MTCO3P24 LINC02861 TMF1P1 CORO7 MTND4LP24 MTND4P34 MTATP6P24 MIR193BHG LINC01569 TVP23CP2 GLIS2-AS1 RPL23AP86 ZNF213-AS1 MTND1P8 HNRNPCP4 MTND3P13 MTCYBP33 MIR3670-1 RN7SL850P MIR4717 MIR3180-4 MIR3180-5 MIR3670-2 MIR4718 MIR3180-2 RN7SL219P MIR3180-1 MIR3177 MIR4516 MIR5587 MIR3178 MIR3176 RN7SL493P MIR3677 NAGPA-AS1 SNRPCP20 SMIM22 SNORA78 MIR8065 MIR6126 ENPP7P14 MIR6768 MIR6511A1 MIR6511A3 MIR6769A LINC00235 MIR6770-2 MIR6511A2 MIR6770-1 MIR6859-4 LINC00921 LINC00254 MIR6767 MIR6511B2 LITAFD MIR484 MIR6511B1 MIR6506 MIR3179-1 MIR940 PERCC1 chr18q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr18q11 LAMA3 ROCK1 MIB1 RBBP8 RIOK3 HRH4 TMEM241 KCTD1 CABLES1 SS18 TAF4B ESCO1 OSBPL1A GATA6 GREB1L RMC1 NPC1 CABYR IMPACT ANKRD29 CHST9 PSMA8 ABHD3 SNRPD1 TTC39C AQP4 DHFRP1 ZNF521 RNA5SP452 RNU6-702P RNU6-435P RNU6-1032P RNU5A-6P RNU6-1289P MIR320C2 CTAGE1 RNU6ATAC20P MIR320C1 RNA5SP451 WBP2P1 RPS4XP18 RN7SL745P RN7SL97P RN7SL233P RPS24P18 UBA52P9 RNU6-120P RNU6-1038P AQP4-AS1 AC018371.1 PA2G4P3 AC068408.1 EXOGP1 SINHCAFP1 CIAPIN1P LINC01543 LINC01894 TTC39C-AS1 RBM22P1 MIR133A1HG PCAT18 LINC01908 LINC01915 LINC01900 UBE2CP2 GATA6-AS1 EIF4A3P1 NPM1P2 RAC1P1 PPIAP57 RPL23AP77 RPS10P27 MIR8057 MIR133A1 MIR4741 MIR1-2 chr3q27 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q27 MCF2L2 DGKG IGF2BP2 MAP3K13 ST6GAL1 MCCC1 LAMP3 FETUB DNAJB11 THPO CHRD EHHADH TBCCD1 KNG1 HRG BCL6 ABCC5 KLHL24 CLCN2 EIF4G1 MASP1 RTP4 TRA2B LPP EIF2B5 AHSG ECE2 VWA5B2 VPS8 EIF4A2 SST DVL3 AP2M1 ABCF3 YEATS2 POLR2H CAMK2N2 LIPH TMEM41A SENP2 IGF2BP2-AS1 RFC4 RPL39L NMRAL2P KLHL6 RTP1 PSMD2 FAM131A PARL B3GNT5 MAGEF1 HTR3C MAP6D1 ADIPOQ EPHB3 HTR3E HTR3D C3orf70 RTP2 SNORA63E SNORA63 SNORA63B SNORA63D RNA5SP151 HSP90AA5P RNU6-1105P SNORD66 CRYGS ALG3 MIR1224 SNORA81 EHHADH-AS1 EEF1A1P8 RPS20P14 ABCC5-AS1 LINC02054 LINC01991 LINC02052 ADIPOQ-AS1 PSMD10P2 LINC02051 LINC01839 LINC02041 LINC02069 RPL4P4 EIF2S2P2 LINC01840 GPS2P2 LINC02043 CYP2AB1P HTR3C2P YEATS2-AS1 ETV5-AS1 RPSAP31 LINC02020 HTR3E-AS1 SNORD2 LINC00888 KLHL6-AS1 MCCC1-AS1 ETV5 SNORA4 MIR4448 MIR5588 MIR548AQ LPP-AS2 MIR1248 EEF1AKMT4 chr7q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q11 RHBDD2 PHTF2 CCL26 GTF2IRD1 MLXIPL BAZ1B ELN RFC2 PMS2P4 BUD23 FKBP6 LAT2 DTX2 ABHD11 STX1A NSUN5P2 CCL24 HSPB1 TMEM248 STAG3L4 BCL7B TBL2 CLIP2 EIF4H LIMK1 PMS2P5 ASL SBDS HIP1 PTPN12 POR FGL2 STYXL1 PMS2P3 NSUN5 CCDC146 TMEM60 SSC4D MDH2 POMZP3 TRIM50 ZNF92 ZNF117 RABGEF1 TRIM74 AUTS2 NCF1 INTS4P1 SEPTIN7P5 METTL27 NCF1C CLDN3 TPST1 GUSB YWHAG SPDYE5 ZNF680 STAG3L3 PMS2P6 GTF2IRD2B TMEM270 DNAJC30 VPS37D SRRM3 TRIM73 LINC00174 SPDYE7P NCF1B SEPHS1P1 CALN1 SPDYE12P ZNF733P SPDYE16 GALNT17 GSAP SPDYE17 DTX2P1 RSBN1L ZP3 FZD9 TMEM120A CLDN4 AC073349.1 ZNF107 GTF2IRD2 POM121 VKORC1L1 ZNF138 ZNF679 ZNF734P ZNF273 TYW1 RN7SKP75 RNU6-832P RNU6-912P RNA5SP232 RNU6-1229P RNU6-973P SNORA14A SPDYE18 POM121B STAG3L1 SNORA22 RNU6-1080P SNORA15B-2 SNORA15B-1 SNORA22C RNU6-417P MIR590 RNU6-1254P ERV3-1 PPIAP81 EEF1DP4 VN1R37P SAPCD2P1 SLC25A1P3 APTR FAM185BP GTF2IRD2P1 ZNF727 SLC29A4P2 RNA5SP231 VN1R42P TRIM60P17 TNRC18P2 ZNF735 NSUN5P1 VN1R40P BNIP3P42 GTF2IP5 ARAFP2 GUSBP6 RPL35P5 SBDSP1 MTND4P3 ABHD11-AS1 GTF2IP14 PHKG1P1 NMD3P1 MTATP6P21 LINC02848 AC093655.1 MTATP6P18 GTF2IP7 ARAFP3 VN1R33P TRIM60P18 ZNF680P1 CCT6P1 LINC01005 PHKG1P2 HNRNPCP7 VN1R35P ABCF2P2 PMS2P7 MTCO1P25 MTND3P2 MTND2P4 GTF2IP23 SPDYE21P VN1R32P GTF2IRD1P1 VN1R36P MTCO2P25 FDPSP7 SKP1P1 ARAFP1 SEPTIN14P1 RSL24D1P3 ELN-AS1 SAPCD2P3 YWHAEP1 MTCO1P57 VN1R34P GTF2IP4 MTCO3P8 PMS2P9 PHBP5 ZNF90P3 FDPSP2 CT66 MTCO2P8 SAPCD2P4 ZNF736 SLC25A1P2 CCT6P3 MTCO1P8 RPL7L1P3 VN1R38P MTND1P2 GABPAP VN1R31P MTCO3P41 GCNT1P5 RNA5SP233 SEPTIN7P4 CRCP PMS2P11 RN7SL265P UPK3BP1 KCTD7 UPK3B MTND4LP2 MTND4P2 GTF2IP9 RNU6-863P RNU6-313P RNU6-229P RNU6-1198P SPDYE9P PHBP15 GTF2I MIR4650-2 MIR4283-2 DTX2P1-UPK3BP1-PMS2P11 MIR4284 MIR3914-1 MIR4650-1 RN7SL377P MTDHP1 CICP24 BNIP3P11 POM121C INTS4P2 LINC02604 SPDYE8P CASTOR2 RCC1L SPDYE10P RN7SL625P MIR6839 RN7SL43P PHBP6 PMS2P10 GTF2IP1 STAG3L2 TYW1B PMS2P2 MIR3914-2 MIR4651 SPDYE11 AC005081.1 chr3q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q21 SEC61A1 ROPN1 PDIA5 MYLK ZXDC MCM2 MGLL RAB7A SEMA5B ITGB5 FAM162A KPNA1 UMPS SNX4 SLC41A3 ROPN1B PLXNA1 ABTB1 PODXL2 EFCC1 KIAA1257 SEC22A CSTA MBD4 EEFSEC SLC49A4 PARP9 ALDH1L1 OSBPL11 UROC1 CHCHD6 CCDC58 KALRN DTX3L ZNF148 TPRA1 KLF15 CFAP100 RPN1 IFT122 HSPBAP1 GP9 CNBP FAM86JP EFCAB12 RAB43 ADCY5 PARP14 PARP15 MUC13 HEG1 CCDC14 RUVBL1 ACAD9 OR7E97P GATA2 DNAJB8 C3orf22 CHST13 COPG1 HMCES H1-10 KBTBD12 ALG1L WDR5B TXNRD3 NUP210P1 LINC01565 RNU6-230P RNA5SP139 RNU6-1047P RNA5SP138 H1FX-AS1 HACD2 SNORA7B RNU6-823P C3orf56 MIR548I1 SLC12A8 RNU2-37P OR7E93P DUTP1 OR7E130P TMED10P2 RPS15AP16 MARK2P8 MYLK-AS1 RUVBL1-AS1 PRR20G LINC01471 OR7E53P HNRNPA1P23 RPL7P15 ISY1 ENPP7P4 LINC02614 SNRPCP11 RPS27P12 DNAJB8-AS1 MARK2P6 RPS3AP14 POU5F1P6 FTH1P4 MARK3P3 OR7E29P EIF4BP8 ENO1P3 MARK2P17 LINC02016 RN7SL698P ITGB5-AS1 GATA2-AS1 ALDH1L1-AS2 NUP210P3 RCC2P4 CCDC37-DT MYLK-AS2 ALDH1L1-AS1 RPL32P3 RNA5SP137 RNU6-143P RNU6-232P ISY1-RAB43 MIR5092 MIR544B MIR5002 RNU1-30P LINC02035 MIR6825 MIR7976 MIR6083 MIR6826 LINC02034 MIR7110 AC063919.2 chr16p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16p11 ITGAL MVP PRSS8 KIF22 SRCAP FUS YPEL3 FBXL19 STX1B HSD3B7 SETD1A BCL7C ZNF629 CORO1A MAPK3 GDPD3 RRN3P2 QPRT PYCARD MAZ STX4 CDIPT BCKDK KAT8 RNF40 CLUHP3 SLX1A SLC5A2 ITGAX TGFB1I1 C16orf58 ARMC5 TBX6 PPP4C ALDOA TLCD3B DOC2A HIRIP3 TAOK2 TMEM219 CTF1 PRSS53 ZNF689 PRR14 FBRS PHKG2 COX6A2 ITGAD C16orf92 PRRT2 ZNF668 ZNF646 VKORC1 ATXN2L NPIPB12 CD2BP2 TBC1D10B INO80E BOLA2B SPNS1 AHSP ITGAM PYDC1 ZNF764 ZNF747 ZNF768 SEZ6L2 ASPHD1 KCTD13 ZG16 ORAI3 NUPR1 SGF29 ZNF843 NFATC2IP TRIM72 CD19 RABEP2 SH2B1 PRSS36 TUFM SEPHS2 DCTPP1 ZNF771 ZNF48 SEPTIN1 MYLPF VN1R3 SLX1B BOLA2 SMG1P5 TP53TG3 EIF3C C16orf54 ZNF267 CCDC189 ATP2A1 SULT1A1 NPIPB10P NPIPB9 ZNF785 SULT1A2 IL27 ZNF720 SPN NPIPB13 SNORA80C RNA5-8SP2 TP53TG3D TP53TG3C SMG1P2 SNORA30 MIR762 VN1R64P SLX1A-SULT1A3 SULT1A4 LAT ZNF971P SLC6A10P CDIPTOSP CCNYL3 RNA5SP407 RNU6-1043P RN7SKP127 ZNF688 HERC2P4 CTF2P IGHV3OR16-10 AC002310.1 VN1R66P RNU7-61P RNA5SP419 RNA5SP418 RNA5SP406 RNA5SP408 RNU6-416P RNA5SP410 RNA5SP413 RNA5SP417 RNA5SP422 RNA5SP409 RNA5SP416 RNA5SP421 RNA5SP420 RNA5SP423 RNA5SP415 NPIPB11 SMG1P6 NPIPB8 LINC00273 IGHV2OR16-5 AGGF1P6 LINC01566 IGHV3OR16-16 IGHV1OR16-2 FRG2JP VN1R68P CDC37P1 DUX4L46 RARRES2P8 IGHV1OR16-4 ZNF720P1 BCAP31P2 IGHV1OR16-3 MIR762HG PCMTD1P2 CA5AP1 C1QL1P1 RARRES2P10 DUX4L47 CD2BP2-DT SLX1B-SULT1A4 FRG2GP PABPC1P13 ACTR3BP3 C2orf69P2 AGGF1P9 ATP2A1-AS1 C2orf69P4 BMS1P8 ABHD17AP8 FRG2IP RBM22P12 HERC2P5 AGGF1P5 VN1R67P VN1R69P SLC7A5P1 KIF18BP1 ARHGAP23P1 VPS35P1 RARRES2P7 FRG2HP FBXL19-AS1 LINC02184 ABHD17AP7 VN1R65P AC023824.3 RARRES2P5 FGFR3P5 AGGF1P7 RARRES2P6 C2orf69P1 SULT1A3 NAMPTP3 PPP1R1AP2 LINC02167 BCAP31P1 ABCD1P3 TP53TG3GP RBM22P13 C2orf69P3 PYCARD-AS1 DUX4L45 UBE2MP1 LINC02190 RARRES2P9 TP53TG3B VN1R70P ABHD17AP9 ENPP7P13 HERC2P8 SLC25A1P4 YBX3P1 HMGN2P41 AGGF1P4 IGHV1OR16-1 FRG2DP BOLA2-SMG1P6 FRG2KP AGGF1P8 IGHV3OR16-15 AC093249.6 NDUFA3P6 MIR4519 MIR4518 MIR3680-2 TP53TG3HP IGHV3OR16-11 IGHV3OR16-12 IGHV3OR16-9 IGHV3OR16-6 IGHV3OR16-8 IGHV3OR16-13 IGHV3OR16-7 SNX29P2 RNA5SP414 TP53TG3E RNA5SP411 RNA5SP412 CLUHP11 MIR6862-2 TP53TG3F BCLAF1P2 PAGR1 TMEM265 MIR4721 MIR4517 AC093512.2 chr12p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr12p13 RAD52 M6PR FKBP4 ADIPOR2 PLEKHG6 DYRK4 CD9 NCAPD2 IFFO1 SLC6A13 CD4 LRRC23 TSPAN9 HEBP1 GPRC5A ANO2 C12orf4 NRIP2 SLC2A3 YBX3 STYK1 WNK1 FOXJ2 TNFRSF1A CLEC2D LRP6 KDM5A TIGAR TULP3 ERC1 FAM234B LAG3 MLF2 NECAP1 VWF P3H3 CD69 CLEC2B SLC6A12 WNT5B MAGOHB ITFG2 FOXM1 PRR4 PRMT8 PARP11 FGF6 RAD51AP1 AKAP3 MANSC1 KCNA1 DUSP16 CREBL2 CDKN1B GPRC5D GSG1 SCNN1A LTBR MRPL51 GAPDH NOP2 CHD4 ACRBP COPS7A ING4 GNB3 CDCA3 USP5 TPI1 SPSB2 ENO2 ATN1 C12orf57 PTPN6 LPCAT3 APOBEC1 NANOG CLEC4A AICDA PHC1 KLRB1 CCND2 FGF23 OTUD4P1 IQSEC3 CCDC77 TAS2R8 PLBD1 TAS2R10 PRB2 TAS2R7 BCL2L14 TAS2R9 ZNF384 EMG1 PZP GALNT8 KCNA5 CRACR2A EMP1 KLRD1 KLRC1 PRH2 B4GALNT3 ETV6 GABARAPL1 C1RL NDUFA9 CLSTN3 KLRG1 VAMP1 TAPBPL CD27 RBP5 PEX5 PIANP KLRF1 CLEC1A CACNA2D4 DCP1B CACNA1C KCNA6 PTMS C1R FAM86FP CLEC1B TMEM52B BORCS5 LRTM2 CLEC4E CLEC4D RIMKLB A2ML1 ATF7IP RHNO1 FBXL14 NINJ2 FAM90A1 C3AR1 CLEC7A CLEC12A SLC2A14 OLR1 A2M NANOGP1 NINJ2-AS1 CD163 OR7E149P CD163L1 APOLD1 EIF2S3B LINC01559 C1S GPR19 KLRC4 HTR7P1 CLECL1 GDF3 LPAR5 NTF3 TAS2R42 DPPA3 CLEC2A ZNF705A MFAP5 PRB3 TEAD4 CLEC9A PTMAP9 CLEC4C RNU6-545P RNU6-485P RN7SKP162 RN7SKP134 RNA5SP353 RNU6-275P RNU6-590P LOH12CR2 KLRC2 KLRC3 CLEC6A NANOGNB C1RL-AS1 RNU6-318P MIR141 MIR200C MIR613 TAS2R19 TAS2R15P TAS2R50 TAS2R14 TAS2R13 RNU6-700P HNRNPA1P34 DDX47 KLRK1 OR7E148P DDX12P LINC00612 ACSM4 PHB2 CD27-AS1 LINC02449 RNU4ATAC16P RNU6-174P RN7SKP161 RPL23AP14 SRP14P1 LINC02470 LINC00937 WASH8P FAM66C TAS2R46 PRB4 PTMAP4 CLEC12A-AS1 PRH1 GOT2P3 RPL13AP20 LINC00940 POU5F1P3 GAPDHP31 HSPE1P12 LINC02827 LINC00987 HIGD1AP8 OR7E140P RNU7-103P SCARNA12 RNU7-1 SCARNA10 RPL13P5 RN7SL69P RPS3AP43 RPL23AP66 RPS4XP14 DEFB109F RPSAP51 RN7SL380P RPL30P11 A2M-AS1 SUPT4H1P2 CACNA1C-AS1 LINC01252 GPRC5D-AS1 DSTNP2 FAM138D LINC00942 GPR162 PRB1 RNU7-60P SCARNA11 RNU6-491P RNU6-781P RNU6-1315P ALG1L10P TAS2R43 GAU1 HNRNPABP1 GNAI2P1 MRPS18CP4 VDAC2P2 KLRC4-KLRK1 TAS2R20 CCND2-AS1 HSPD1P12 HADHAP2 TAS2R63P CACNA1C-AS4 CBX3P4 LINC02446 A2MP1 ATP5MFP5 LINC02443 ITFG2-AS1 LINC02598 GCSHP4 TAS2R30 TSPAN9-IT1 CACNA1C-IT2 DDX11L8 CACNA1C-AS2 TAS2R64P LINC02617 NIFKP3 HSPA8P5 TAS2R31 SMIM10L1 LINC02390 ENPP7P5 CLEC12B A2ML1-AS1 KLRA1P LINC02455 BTG1P1 CACNA1C-IT3 PLBD1-AS1 CACNA1C-AS3 KLRF2 TPT1P12 CACNA1C-IT1 AC005842.1 LINC02366 IQSEC3P1 A2ML1-AS2 GCNAP1 KRT17P8 SLC25A39P2 LINC02417 MIR200CHG LINC02367 RN7SL391P MIR3649 STX8P1 DDX55P1 RPL21P136 GRIN2B LINC02371 HTR1DP1 TEX52 MIR1244-3 MIR1244-4 MIR614 chr7p15 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7p15 SKAP2 HOXA11 NFE2L3 OSBPL3 HOXA9 SNX10 SP4 DNAH11 STEAP1B MPP6 GSDME NPVF HOXA1 HOXA2 HOXA3 HOXA5 HOXA6 HOXA13 EVX1 HIBADH TAX1BP1 KIAA0087 KLHL7 CBX3 HNRNPA2B1 NPY FAM126A HOXA7 IGF2BP3 GPNMB RAPGEF5 NUP42 IL6 CREB5 C7orf31 JAZF1 MALSU1 TRA2A CDCA7L CCDC126 CYCS PPIAP80 IL6-AS1 FAM221A RNU1-15P STK31 TOMM7 HOXA4 MIR148A RNU6-979P RNU6-1103P SNORD65C PSMC1P2 RPL35P4 NHP2P2 RPL7AP38 TPM3P4 SNORD93 MIR1183 LINC02860 ASS1P11 HMGB3P20 RPL12P10 FCF1P1 SNHG26 MTCYBP42 AK3P3 KLHL7-DT TPT1P7 CLK2P1 RPS2P32 HOTAIRM1 EEF1A1P6 AC004947.1 EIF4HP1 JAZF1-AS1 PCMTD1P3 TSEN15P3 SNRPCP19 HNRNPA1P73 HOXA11-AS RN7SL542P HOTTIP RNA5SP227 RNA5SP228 RNU7-143P HOXA10-AS HOXA10 EVX1-AS HOXA-AS2 HOXA-AS3 SUMO2P14 MIR196B chr3q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr3q11 CRYBG3 EPHA6 CPOX CLDND1 ARL6 GPR15 ARL13B RIOX2 CDV3P1 ARMC10P1 NSUN3 DHFR2 STX19 GABRR3 PROS1 OR5H7P OR5K4 OR5AC2 OR5H2 RNU6-1094P RNU6-511P OR5K3 OR5AC1 RPL18AP8 OR5H6 OR5H1 OR5K2 OR5K1 OR5H8 OR5H15 WDR82P1 OR5H14 LINC00879 HMGN1P7 RCC2P5 RBBP4P2 HNRNPKP4 RPS18P6 UBFD1P1 MTHFD2P1 POU5F1P7 OR5H4P OR5H5P OR5H3P RPL38P4 OR5BM1P OR5AC4P RNU6-488P MTRNR2L12 MIR8060 chr6q22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q22 HSF2 GOPC ROS1 TRMT11 ECHDC1 FRK DSE RWDD1 RSPH4A CEP85L ASF1A MCM9 FAM184A MAN1A1 SERINC1 HDDC2 TPD52L1 HINT3 NCOA7 RNF146 COL10A1 HEY2 PKIB TBC1D32 CLVS2 RNF217 RSPO3 ARHGAP18 GJA1 PTPRK ZUP1 NUS1 FABP7 CALHM4 DCBLD1 VGLL2 SMPDL3A THEMIS GPRC6A TRAPPC3L CALHM5 NT5DC1 FAM162B C6orf58 RFX6 TRDN TPI1P3 TSPYL4 NKAIN2 CALHM6 TSPYL1 KIAA0408 SLC35F1 LAMA2 KPNA5 PLN RNU4-35P RNU1-18P RNA5SP214 RNA5SP215 RNU6-194P RNU4-76P RNU6-200P TMEM244 CENPW RNU6-1286P RNU6-214P RNU6-253P MIR588 MIR548B RNA5SP213 EEF1DP5 YWHAZP4 PPP1R14BP5 SOGA3 COX6A1P3 RPS29P13 CBX3P9 PRELID1P1 SSXP10 RPS4XP9 DNAJA1P4 KRT18P22 SLC25A5P7 NEPNP NIP7P3 RPL5P21 B3GALNT2P1 RPL23AP48 BMPR1AP1 RAP1BP3 HMGB3P18 RPL5P18 MESTP1 RN7SKP56 RNU2-8P RN7SKP51 LINC02523 SELENOKP3 AL138830.1 LINC02534 NCOA7-AS1 ATP5MGP2 TRDN-AS1 RNF217-AS1 RN7SL564P HS3ST5 RNA5SP217 RN7SKP18 RNU6-475P RNA5SP216 RNU6-861P MIR3144 MRPS17P5 LINC02536 AL590550.1 chr7q32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr7q32 ARF5 TNPO3 CPA1 ZC3HC1 FSCN3 PAX4 RBM28 IMPDH1 NRF1 CEP41 MEST CPA4 ATP6V1F PODXL STRIP2 MKLN1 FLNC LRRC4 CALU CCDC136 SMO IRF5 KLHDC10 OPN1SW HILPDA FAM71F1 KCP TMEM209 TSPAN33 AHCYL2 CPA2 CPA5 COPG2 METTL2B SSMEM1 LEP GCC1 UBE2H SND1 MIR335 MIR96 RNU6-1010P RNU1-72P RNY1P11 RNA5SP242 RNA5SP245 FAM71F2 MIR593 MIR183 MIR129-1 MIR182 RNA5SP244 EEF1B2P6 TSGA13 PLXNA4 RNU6-177P PRRT4 TPI1P2 LINC-PINT LINC00513 NDUFB9P2 MKLN1-AS RNU7-54P RNU7-27P RNA5SP246 IMP3P2 SNRPGP3 SMKR1 CYCSP20 H4P1 RN7SL306P FLNC-AS1 RN7SL81P ODCP RNA5SP243 KLF14 MESTIT1 ATP6V1FNB SND1-IT1 CICP14 MIR29B1 MIR29A AC084864.2 chr18p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr18p11 RALBP1 CLUL1 THOC1 NDC80 EPB41L3 SEH1L ARHGAP28 USP14 VAPA METTL4 LPIN2 SMCHD1 MYOM1 MYL12A CEP76 CEP192 RNMT LAMA1 ANKRD12 MYL12B PSMG2 TWSG1 ENOSF1 LINC00470 EMILIN2 NAPG SPIRE1 AFG3L2 PRELID3A IMPA2 GNAL ADCYAP1 L3MBTL4 PPP4R1 APCDD1 PIEZO2 MPPE1 COLEC12 TXNDC2 RAB31 MTCL1 LDLRAD4 DLGAP1 TUBB8B PTPRM NF1P5 ZNF519 PTPN2 TUBB6 YES1 MC5R CIDEA TYMS TYMSOS CETN1 FAM210A DLGAP1-AS1 TGIF1 NDUFV2 ANKRD30B ANKRD62 POTEC MC2R ANKRD20A5P TERF1P2 ZBTB14 RN7SKP72 RNU6-349P RNU6-170P RNU6-1021P RNU5F-3P RNU6-1210P RNU6-324P RNU6-340P RAB12 LRRC30 TMEM200C RNU1-109P RNU6-831P RNU6-316P RNU6-903P BOD1P2 RNU6-721P RN7SKP146 RNA5SP450 AKR1B1P6 THEMIS3P AKAIN1 KATNBL1P3 RPL6P27 SLC35G4 RPL31P59 RN7SL39P RPS4XP19 RN7SL862P RN7SL362P RN7SL50P RN7SL282P RPL21P127 GAPDHP66 RNU6-916P RNU7-129P RNU2-27P RNU7-25P RNA5SP449 CHMP1B NPIPB1P LINC01895 LINC01904 LINC01254 DLGAP1-AS5 MIR3976HG DLGAP1-AS2 IL9RP4 LINC02564 ROCK1P1 BOD1P1 MIR4526 PPP4R1-AS1 SLC25A51P2 DLGAP1-AS3 LINC00667 DLGAP1-AS4 TOMM20P3 FGF7P1 SCML2P1 SNRPCP4 LINC01925 LINC01444 CCDC58P1 SNX19P3 LINC00526 KRT18P8 L3MBTL4-AS1 KIAA0895LP1 PPIAP14 PMM2P1 IGLJCOR18 FEM1AP2 OR4K7P MIR3156-2 LINC01892 PIGPP4 BNIP3P3 CXADRP3 LINC01906 CYP4F35P LINC00668 LINC01387 GACAT2 NDUFV2-AS1 ZNF415P1 RHOT1P1 MIR5190 GRAMD4P7 COX6CP3 AP002478.1 LINC01443 BOLA2P1 LINC01887 LONRF2P1 COP1P1 OR4K8P GAPLINC CCDC58P3 SDHDP1 CHMP1B-AS1 LINC01255 ASNSP6 EIF4A2P1 LINC01928 STK25P1 PPIAP56 LDLRAD4-AS1 FRG2LP MIR3976 VN1R74P MIR6788 MIR6718 GTF2IP8 MIR8078 C18orf15 MIR7153 MIR4317 LINC02856 chr17q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17q11 SARM1 POLDIP2 TMEM98 NOS2 KIAA0100 SLC13A2 ZNF207 SEZ6 SLC46A1 SPAG5 TRAF4 NLK PIGS CRYBA1 NUFIP2 GIT1 SLC6A4 BLMH CPD GOSR1 UTP6 C17orf75 PSMD11 WSB1 VTN TNFAIP1 IFT20 TMEM97 FOXN1 UNC119 ALDOC SUPT6H RAB34 PHF12 NSRP1 RHOT1 EVI2A OMG RAB11FIP4 SDF2 FLOT2 ERAL1 KSR1 SSH2 RHBDL3 SPACA3 TAOK1 NEK8 TLCD1 RSKR PROCA1 DHRS13 TP53I13 CORO6 ABHD15 LGALS9 TEFM COPRS FAM222B ATAD5 CRLF3 MYO1D CDK5R1 EFCAB5 TWF1P1 SUZ12 PIPOX RNF135 TMIGD1 ADAP2 LRRC37B EVI2B MYO18A NF1 RPL23A ANKRD13B RNU6-990P RNU6-1134P RNU6-1034P RNY4P13 MIR193A RNU6-298P RPS16P8 RNU6ATAC7P TIAF1 RNU4-34P RNU6-1267P RNU6-920P SPAG5-AS1 KRT17P3 LYRM9 PYY2 SNORD42B SNORD4A SNORD4B SNORD42A RPL34P31 RPL35AP35 RN7SL79P RPL9P30 RPS12P28 RPL21P123 RPS29P22 RN7SL316P RPL31P58 TMEM199 SMURF2P1 LRRC37BP1 RNA5SP437 RNU6-711P LINC01992 RPS7P1 AK4P1 MIR4522 OOSP1P2 ABHD15-AS1 PDLIM1P3 CPDP1 SUZ12P1 DPRXP4 VN1R71P RN7SL45P SH3GL1P2 ALOX12P1 PPY2P ARGFXP2 MIR4733 KRT18P55 H3P41 WDR45BP1 TUFMP1 SYPL1P2 NOS2P1 MIR4725 RN7SL138P UBL5P2 TBC1D3P5 TBC1D29P GTF2IP6 SH3GL1P1 LGALS9DP ITM2BP1 ERVE-1 SEBOX MIR451B MIR632 MIR144 MIR423 MIR365B MIR4732 MIR4523 MIR3184 MIR4724 MIR4723 MIR451A chr6q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q12 PTP4A1 PHF3 ADGRB3 LGSN EYS FKBP1C RNU6-280P RPL9P18 RPL7AP34 HNRNPDP2 NUFIP1P1 GCNT1P4 SPTLC1P3 SLC25A51P1 EEF1B2P5 LINC02549 ADH5P4 SCAT8 RNU7-66P RNA5SP208 chr21p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr21p11 BAGE2 TEKT4P2 RN7SL52P MIR3648-2 SMIM11B SLC25A15P4 MIR6724-2 TPTE RNA5-8SN3 VN1R7P MIR6724-4 MIR3648-1 EIF3FP1 MIR6724-1 CU633904.2 KCNE1B CU634019.2 FAM243B IGHV1OR21-1 MIR6724-3 FP236241.2 RNA5-8SN1 RNA5-8SN2 CYCSP41 SMIM34B CTBP2P9 SNX18P10 LINC01666 SNX18P12 SOWAHCP2 RPSAP68 LINC01667 MTCO1P1 CTBP2P10 chr9p24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr9p24 DMRT3 RFX3 SMARCA2 PUM3 JAK2 ERMP1 SPATA6L SLC1A1 CDC37L1 RLN2 RLN1 PLGRKT RIC1 KDM4C DOCK8 KANK1 GLIS3 RCL1 INSL6 INSL4 MLANA CD274 IL33 DMAC1 RANBP6 DMRT1 VLDLR AK3 UHRF2 KCNV2 FOXD4 TPD52L3 CBWD1 DMRT2 GLDC PPIAP33 WASHC1 PDSS1P1 KIAA2026 DOCK8-AS1 PDCD1LG2 MIR101-2 RNU6-694P RNU6-1327P RNA5SP279 PLPP6 RPL23AP57 RNF152P1 HMGN2P31 FAM138C HNRNPA1P41 RNU2-25P AK4P4 MTCO1P11 PTPRD-AS1 MTND6P5 CARM1P1 MTATP6P11 MTND1P11 H3P29 RPS3AP54 ATP5PDP2 LINC02851 EIF1P1 RPL4P5 MTND5P14 ACTG1P14 PRELID3BP11 RNF2P1 LINC01388 RFX3-AS1 KLF4P1 SELENOTP1 CSNK1G2P1 RPL12P25 MTCO2P11 MTND4P14 VLDLR-AS1 GPS2P1 LINC01231 TCF3P1 RPS27AP14 DDX11L5 GLIS3-AS1 GTF3AP1 MTCO3P11 RNU7-185P RNU6-1073P IGHEP2 SNRPEP2 MIR4665 RN7SL25P RN7SL592P RN7SL123P ECM1P1 CDC37L1-DT PGM5P3-AS1 LINC01230 MIR1302-9 chr11p11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11p11 PRDM11 SYT13 NR1H3 NUP160 ALX4 SPI1 CD82 FOLH1 MTCH2 FNBP4 ACCS MDK AMBRA1 MADD PTPMT1 MAPK8IP1 CRY2 PEX16 KBTBD4 TYRL LRP4 MYBPC3 DDB2 ACP2 PHF21A HSD17B12 DGKZ PTPRJ C11orf49 ARFGAP2 CELF1 EXT2 TSPAN18 CREB3L1 LARGE2 PACSIN3 SLC39A13 PSMC3 RAPSN AGBL2 ALKBH3 OR4X2 C1QTNF4 ZNF408 CKAP5 ARHGAP1 ATG13 CHST1 TP53I11 OR4B1 OR4C5 OR4C3 OR4S1 OR4X1 F2 HARBI1 CHRM4 SLC35C1 TRIM49B OR4C2P OR4C10P C11orf96 FAM180B OR4C4P MIR129-2 RNU5E-10P LINC02716 ACCSL MIR670 SNORD67 OR4A45P NDUFS3 SEC14L1P1 CTBP2P6 TRIM64C TRIM51FP TRIM51GP OR4C12 UBTFL7 C11orf94 MIR670HG OR4A47 RPL23AP63 RPL34P22 ALKBH3-AS1 LRP4-AS1 TRIM51CP RN7SKP287 RNA5SP340 OR4A1P LINC02696 PPIAP41 OR4A49P CBX3P8 PHBP2 LINC02750 UBTFL9 OR4R3P OR4A18P LINC02685 OR4A42P AC103855.2 TRIM53CP OR4A40P PTPRJ-AS1 OR4C9P OR4A19P TRIM77BP LINC02489 TSPAN18-AS1 OR4A44P LINC02704 OR4A48P TRIM51DP GTF2IP11 OR4R1P LINC02690 LINC02687 LINC02710 OR4A41P OR4A46P OR4B2P OR4A43P MADD-AS1 OR4C13 OR4C49P OR4C45 MIR5582 MIR3161 MIR4688 MIR4487 MIR3160-1 RN7SL652P YPEL5P2 MIR6745 MIR7154 MIR3160-2 OR4C48P AC068858.1 chr4q13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q13 RUFY3 UBA6 STAP1 NPFFR2 AFM SLC4A4 CXCL2 AFP YTHDC1 TMPRSS11E GNRHR UGT2B10 SULT1E1 ODAM SMR3A PF4V1 AREG CXCL6 EREG CSN1S1 STATH HTN1 GRSF1 ENAM JCHAIN ANKRD17 UTP3 UGT2A3 CSN2 UGT2B28 CENPC EPHA5 CABS1 GC ADGRL3 TMPRSS11D UGT2B4 DCK ADAMTS3 MT2P1 COX18 ALB CXCL3 CXCL5 PPBP PF4 MTHFD2L CXCL1 PARM1 CXCL8 RASSF6 MUC7 OPRPN SMR3B CSN3 UGT2B7 MOB1B SULT1B1 UGT2A1 BTC AMBN EXOC5P1 FDCSP EPGN TMPRSS11B TMPRSS11A PRR27 AMTN UGT2B15 UGT2B17 TMPRSS11F RNU6-1325P HTN3 TECRL RNU1-63P RNU6-891P RNU6-784P RNU6-95P RNU6-520P RNU6ATAC5P UGT2B11 UGT2B25P SYT14P1 MIR1269A RNA5SP163 RNU2-40P RPS15AP17 GCOM2 UMLILO TMPRSS11GP LARP1BP1 TMPRSS11CP CSN1S2AP SULT1D1P LINC02271 RPL17P19 RPL21P47 RPS23P3 RN7SL218P UBA6-AS1 APOOP4 MTND4LP31 MTCO3P28 HMGN1P11 HMGA1P2 ADGRL3-AS1 PPBPP2 UGT2A3P7 EFL1P2 MTND3P24 LINC02496 LINC02619 MTND6P16 HNRNPA1P55 UGT2B24P TMPRSS11BNL LINC02232 MTND5P13 CXCL1P1 LINC02494 HSPE1P23 FTLP10 LINC02499 PPBPP1 UGT2B29P ST3GAL1P1 DPP3P1 EPHA5-AS1 UGT2B26P LINC02429 MTCYBP16 MTCO3P27 UGT2B27P RNU6-191P RNU6-699P RNU4ATAC9P LINC02562 MIR548AG1 LDHAL6EP HNRNPA1P67 UGT2A2 RNA5SP527 MTND2P41 LINC02835 chr16q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr16q11 VPS35 DNAJA2 ORC6 MYLK3 C16orf87 GPT2 SHCBP1 RNU6-845P RAB43P1 CKBP1 ANKRD26P1 chr8p22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr8p22 MTMR7 SLC7A2 MSR1 FGF20 PCM1 PDGFRL ZDHHC2 TUSC3 FGL1 ASAH1 MTUS1 MICU3 VPS37A NAT2 PSD3 DLC1 C8orf48 NAT1 SGCZ CNOT7 MIR383 RNU6-842P RNA5SP256 EIF4EP5 ADAM24P RPL35P6 TRMT9B PPM1AP1 RNU6-397P RNA5SP255 RNU7-153P MTND4P7 AC027117.1 MRPL49P2 NATP MTND4LP26 AC100849.2 RN7SL474P MIR548V chr14q24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q24 MAP3K9 POMT2 ANGEL1 NRXN3 SLC39A9 PLEKHH1 ADCK1 VASH1 RDH11 ACTN1 ZFYVE26 PSEN1 EXD2 ARG2 GPATCH2L PLEK2 PIGH LRRC74A VTI1B GSTZ1 TMED8 SAMD15 AHSA1 ISM2 SPTLC2 ALKBH1 SNW1 GALNT16 ERH SUSD6 SRSF5 SLC10A1 SLC8A3 PCNX1 PAPLN YLPM1 DCAF4 PROX2 VSX2 FCF1 PGF BBOF1 NEK9 ACYP1 IFT43 NPC2 DPPA5P4 DNAL1 IRF2BPL ACOT2 LTBP2 AREL1 MLH3 TTLL5 FLVCR2 ABCD4 DLST TGFB3 ZC2HC1C SLIRP RBM25 ALDH6A1 ESRRB EIF2B2 COQ6 ZNF410 ERG28 NUMB VRTN COX16 TTC9 MED6 ADAM20 ADAM21 RDH12 DCAF5 PTGR2 JDP2 VIPAS39 ELMSAN1 FAM161B BATF TMEM63C NGB NOXRED1 ZFYVE1 ISCA2 FOS TMED10 RIOX1 PLEKHD1 PNMA1 ZDHHC22 ACOT4 RPS2P2 RAD51B RGS6 SYNDIG1L ACOT1 ZFP36L1 ENTPD5 HEATR4 SIPA1L1 C14orf178 TMEM229B RPS6KL1 SMOC1 CIPC RNA5SP388 RNA5SP387 LIN52 ACOT6 DPF3 RNU6-689P RNU6-921P SNORD56B SYNJ2BP MIR1260A RNU2-51P RN7SKP17 ADAM21P1 RPL21P10 RPS26P48 RN7SL213P RN7SL530P RN7SL587P RN7SL77P RPL22P2 RN7SL586P RN7SL369P RPL7AP6 RPS29P1 RN7SL683P RPL12P7 RPSAP3 RN7SL108P RN7SL706P LINC02288 RNU6-240P RNU4ATAC14P RNU6-659P RNU6-419P VASH1-AS1 NT5CP2 FXNP1 PPIAP6 NT5CP1 BANF1P1 FAM204DP BLZF2P PTTG4P LINC02274 LINC01629 RPL21P9 COX7A2P1 SYNJ2BP-COX16 COX6CP11 LINC01269 SUB1P2 RAP1AP LINC02289 TGFB3-AS1 ZMYND19P1 KRT18P7 GTF3AP2 HMGN1P3 NDUFB8P1 HIF1AP1 ACTN1-AS1 AC004816.1 ADAM20P1 DDX18P1 LINC01220 MIR4505 MIR5694 RN7SL356P CCDC177 MAGOH3P CYCSP1 RNA5SP386 MIR7843 MIR4709 AL121820.3 chr15q21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q21 FAM214A NEDD4 PIGB MAPK6 GNB5 RAB27A SLC12A1 AP4E1 TRPM7 AQP9 CEP152 ATP8B4 DTWD1 GABPB1 DMXL2 SCG3 EIF3J SPG11 SLC30A4 BLOC1S6 MYEF2 MYO5C CGNL1 TMOD2 ALDH1A2 MINDY2 DUT ARPP19 UNC13C SQOR ADAM10 DUOX1 SLC28A2 CYP19A1 ZNF280D SEMA6D BCL2L10 RSL24D1 GCOM1 MNS1 USP8 SECISBP2L TMOD3 SPPL2A SHF DUOXA1 TCF12 SORD DUOXA2 DUOX2 LYSMD2 SLC27A2 FGF7 HDC TEX9 GALK2 LIPC FBN1 COPS2 FAM227B WDR72 PRTG LEO1 B2M C15orf48 TERB2 ONECUT1 USP50 PYGO1 SPATA5L1 GATM HMGN2P46 EIF3J-DT RFX7 TNFAIP8L3 SHC4 TRIM69 GLDN SLC24A5 MYO5A RN7SKP95 RNU6-1287P RNA5SP394 RNU6-449P SNORA41B RNU1-119P RNU1-78P RPSAP55 MIR1266 RN7SKP139 RN7SKP101 PIGBOS1 PATL2 CNOT6LP1 EEF1B2P1 CTXN2 RNU6-1014P RNU6-953P SNORD13D RN7SL568P RN7SL494P RN7SL354P RN7SL307P GABPB1-AS1 LINC00926 RNU2-53P RNU6-1108P RNU6-966P RNA5SP395 RNU6-1332P RNU6-844P EID1 POLR2M DNAAF4 LINC02490 MIR4713HG LIPC-AS1 H3P39 DCAF13P3 MTND5P32 DPPA5P2 MAPK6-DT AHCYP7 NDUFAF4P1 SORD2P KRT8P24 HNRNPA1P74 LINC01491 CERNA1 MTND5P40 EEF1A1P22 MTND3P12 MTCO3P23 MTCYBP23 LINC01413 HNRNPA3P11 NDUFB10P1 CCPG1 HMGB1P33 CD24P2 C15orf65 DNAAF4-CCPG1 MYZAP MIR4716 RN7SL577P MIR4713 HMGB1P51 RNU6-94P RNU6-90P MIR7973-1 HSP90AB4P MIR7973-2 MIR628 MIR4712 MIR147B GABPB1-IT1 chr11p13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr11p13 PAX6 CD44 RCN1 QSER1 CD59 ELP4 HIPK3 KIAA1549L FBXO3 PDHX SLC1A2 COMMD9 DEPDC7 CAT PRR5L LMO2 NAT10 EHF ELF5 PRRG4 CAPRIN1 IMMP1L APIP PAMR1 EIF3M ABTB2 TRIM44 DNAJC24 DCDC1 CSTF3 TCP11L1 LDLRAD3 FJX1 WT1-AS WT1 KRT18P14 CCDC73 C11orf91 PIGCP1 CIR1P3 THEM7P RPL12P31 RPL29P23 CSTF3-DT MIR1343 FBXO3-DT LINC02721 LINC02722 CYCSP25 LINC02707 CD44-AS1 EIF4A2P5 MIR3973 HNRNPA3P9 LINC00294 PAUPAR chr17p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr17p12 COX10 ARHGAP44 ELAC2 DNAH9 TTC19 MAP2K4 ZNF29P PMP22 TEKT3 HS3ST3B1 CDRT15P1 MYOCD HS3ST3A1 ZNF18 ADORA2B TVP23C LINC00670 MEIS3P1 ZNF286A SHISA6 RNU6-799P RNU6-1065P ZSWIM7 TBC1D26 MIR548H3 TRIM16 CDRT15 PPIAP53 RPL23AP76 IL6STP1 CDRT15P2 MYOCD-AS1 SPECC1P1 RPS18P12 PIRT UBE2SP1 RPL22P21 RPL9P2 LINC02093 ZSWIM5P1 COX10-AS1 LINC02087 LINC02096 CDRT4 RN7SL792P CDRT1 RN7SL601P RPLP1P11 RPL15P21 RNA5SP436 RNU6-314P RNU11-2P TVP23C-CDRT4 CDRT7 TMEM238L MIR4731 CDRT8 MIR1269B MIR744 chr4q32 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr4q32 TLL1 FNIP2 MSMO1 GUCY1B1 KLHL2 CPE ANXA10 GLRB RAPGEF2 GRIA2 NACA3P LRAT PALLD DDX60 NAF1 MARCHF1 PDGFC CBR4 TKTL2 TDO2 RBM46 MAP9 GUCY1A1 C4orf45 TMEM144 GASK1B NPY1R NPY5R FSTL5 TMEM192 PPID ETFDH RXFP1 FGG TRIM60 DDX60L TRIM61 NPY2R SPOCK3 TMA16 RNU4-79P RNU6-582P RNU4-87P RNU6-668P RNU6-853P RNY4P17 C4orf46 RNU6-1336P RNU6-128P MIR578 RNA5SP171 RPL6P12 RPL9P16 FAM218BP RNU2-66P RN7SKP188 RNU6-284P RPL35AP12 BTF3L4P4 GK3P LINC02433 RN7SL776P RPS14P7 SCGB1D5P NOL8P1 APELA TOMM22P4 MTATP6P9 FAM198B-AS1 ANP32C MTND4P8 MTND5P9 SMIM31 MTND2P33 PHBP14 FTH1P21 NDUFB2P1 MTND3P3 MTCYBP17 FABP5P12 MTCO2P9 LINC02477 LINC01179 MTCO3P9 MTND6P17 YWHAEP4 TRIM60P14 TRIM75P FAM218A LINC02233 NUDT19P5 MTCO1P9 MTHFD2P4 LINC02272 MTND1P22 HADHAP1 RPPH1-3P RNU2-44P RNA5SP170 RN7SKP105 CTSO ASIC5 MIR3688-1 MIR3688-2 MIR4454 AC097526.1 chr14q31 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr14q31 AL049834.1 GALC PTPN21 SEL1L KCNK10 CEP128 ZC3H14 STON2 GPR65 TSHR GTF2A1 EML5 TTC8 FLRT2 RNU4-92P DYNLL1P1 DIO2 SNORA79 RNU4-22P RNU6ATAC28P RPL9P6 RNU6-976P RNU7-51P RNU6-835P EIF3LP1 LINC02305 DYNLL1P2 LINC02308 LINC02311 LINC02328 LINC02301 MTND4P33 DIO2-AS1 LINC02330 LINC01148 LINC02329 LINC01147 EEF1A1P2 LINC02296 LINC01146 LINC02316 BHLHB9P1 MTND5P35 LINC01467 MPPE1P1 LINC02309 MTCYBP27 ENSAP2 SHLD2P2 LINC00911 CAP2P1 NMNAT1P1 UNGP3 RPL17P3 chr2p14 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr2p14 CEP68 SLC1A4 PNO1 PLEK AFTPH LGALSL CNRIP1 RAB1A ACTR2 VPS54 ETAA1 MEIS1 SERTAD2 C1D PELI1 SPRED2 AC007389.1 KRT18P33 PPP3R1 LINC01805 LGALSL-DT LINC02831 MEIS1-AS3 LINC01799 MEIS1-AS2 LINC00309 LINC01798 LINC01873 LINC02576 LINC01628 LINC02579 LINC01800 LINC01828 RPL23AP37 PPIAP64 LINC01829 LINC01812 LINC01797 LINC02245 RN7SL635P WDR92 RN7SL211P VTRNA2-2P RNU6-100P RNU6-548P MIR4433B MIR4778 RN7SL341P MIR4434 MIR4433A chr15q12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr15q12 GABRB3 GABRG3 GABRA5 RNA5SP391 LINC02346 ATP10A RNA5SP390 GABRG3-AS1 LINC02248 LINC02250 SERPINE4P TVP23BP1 LINC00929 MIR4715 chr21p12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr21p12 CBSL CU633967.1 CU639417.1 FP565260.1 CU633906.2 U2AF1L5 SIK1B CRYAA2 FP565260.3 LINC01670 GATD3B CU639417.5 LINC01669 MIR8069-1 chr6q11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chr6q11 KHDRBS2 DHFRP5 KHDRBS2-OT MTRNR2L9 RBBP4P3 GAPDHP41 chrXp11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXp11 SYN1 PRICKLE3 WAS SLC38A5 OTC FOXP3 PPP1R3F SLC9A7 TRO OTUD5 TFE3 TBC1D25 GPKOW GRIPAP1 FTSJ1 PAGE1 FUNDC1 MAOB SMC1A HSD17B10 ARAF RRAGB HUWE1 HDAC6 WDR13 SUV39H1 PAGE4 SRPX CCDC22 CACNA1F SYP PLP2 PPP1R2C KCND1 PIM2 SLC35A2 PQBP1 PCSK1N GATA1 RP2 JADE3 CDK16 USP11 TIMP1 FGD1 PORCN ITIH6 MAGED2 RBM3 KLF8 NUDT10 IQSEC2 NDP USP9X KDM5C SSX1 UXT CFP ELK1 TIMM17B GNL3L BMP15 UBA1 RGN SYTL5 CASK KDM6A SPIN2A AKAP4 CCNB3 DIPK2B ZNF157 ZNF182 CHST7 KRBOX4 NDUFB11 ZNF41 CCDC120 EBP MAGED4 XAGE2 TSPAN7 RPGR SSX8P SHROOM4 RIBC1 TSR2 PFKFB1 ALAS2 PAGE5 DYNLT3 MID1IP1 SSX5 SSX3 FAAH2 APEX2 CLCN5 XAGE3 XAGE5 GLOD5 SPACA5B SSX6P SPACA5 GPR82 GPR34 PHF8 MAGED1 FAM156B MED14 PYY3 ATP6AP2 FAM104B RBM10 BCOR EFHC2 FAM120C GPR173 TSPYL2 SSXP4 CXorf38 SPIN2B MAGED4B H2AP MAGEH1 ERAS EZHIP SSX7 CXXC1P1 UBQLN2 WASF4P NYX DUSP21 GAGE2A MAOA FOXR2 GSPT2 NUDT11 WNK3 LINC01560 WDR45 SSXP1 ZNF81 ZXDA TATDN2P1 ZXDB RNU6-50P VTRNA3-1P RNA5SP502 RNU6-421P RNU6-707P RNA5SP505 RNU12-2P SPIN3 NBDY PAGE3 SPANXN5 XAGE1A XAGE1B SSX9P LINC01545 GAGE1 RNU6-1189P RNU6-1056P RNU6-1124P RNU4-52P RNU6-49P RNU6-434P RNU6-591P RNU6-29P MIR222 MIR532 MIR188 MIR500A MIR221 MIR660 MIRLET7F2 MIR362 MIR501 RNU6-1321P RNU6-630P KRT18P68 VDAC1P2 PGAM1P7 PCNAP3 RPSAP61 RRM2P3 RPS11P7 KRT8P14 FDPSP5 NLRP2B PGAM4P1 GAGE12G GAGE10 DDX3X GAGE12E RPS2P55 MRPL32P1 SNORA11C MIR548AJ2 SNORA11D SNORA11E SNORA11 SNORA11G ZNF630 RNU6-935P RNA5SP504 RNU6-722P RBM22P7 CENPVL1 LINC02601 CENPVL3 PINCR RPL7P57 GAGE12J MED28P4 EIF4A2P4 GAGE12H INE1 SSXP3 SSXP5 YBX1P8 RPSAP62 NPM1P49 H3P44 SSXP9 SALL1P1 GAGE12D TDGF1P1 MYCLP2 GAPDHP1 ATP5MC2P4 ACTBP1 RPL19P20 LINC01204 H2AL1RP FTLP16 MTCO1P52 HSPB1P2 LINC01284 ZNF674-AS1 ACTG1P10 LINC02595 VN1R110P NANOGP10 PPP1R11P2 MTHFD1P1 MTND2P24 TPMTP3 KANTR SDCBPP3 IPO7P1 UBTFL11 CASK-AS1 CHTF8P1 PAGE2 RPL23AP83 LINC01283 USP27X-AS1 RPL7AP71 MED14OS LINC01496 KRT8P17 KDM5C-IT1 LINC01281 GAPDHP65 NUS1P1 NDP-AS1 GAGE12F GAGE12B LINC01282 LINC01186 IMPDH1P4 SYP-AS1 GAGE12C UQCRBP1 CLIC4P3 MTND1P30 MID1IP1-AS1 HMGB1P15 MPC1L MKRN4P PAGE2B RNU7-7P RNU7-164P MIR500B SSX2 RN7SL291P RN7SL144P PRAF2 USP51 ZNF674 RNU6-202P RNU6-504P RNA5SP503 MTRNR2L10 MIR3937 MIR4769 MIR1587 RN7SL15P RN7SL732P RN7SL262P RN7SL785P MIR4536-2 UXT-AS1 SSX4 FAM156A SSX2B MAGIX SSX4B MIR222HG MKI67P1 DPRXP6 MIR98 MIR502 USP27X GAGE13 DGKK GAGE2E MIR8088 RBM22P6 MIR6895 MIR6894 ZNF630-AS1 MIR6857 CENPVL2 MIR4536-1 AC231759.2 AF241728.2 chrXp21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXp21 ARX XK MAGEB2 CXorf21 MAGEB4 PRRG1 FTHL17 TMEM47 LANCL3 TAB3 CFAP47 CYBB NR0B1 IL1RAPL1 FAM47DP MAGEB6 MAGEB18 MAGEB10 CKS1BP6 FAM47A FTH1P14 MAGEB5 MAGEB16 FAM47B DCAF8L2 FAM47C MAGEB3 GK DMD RNA5SP500 RNU6-641P MAGEB1 RPL7P58 FTH1P19 MIR548F5 RNA5SP501 PPP4R3C DCAF8L1 H3P43 TBCAP1 PIGFP3 RPP40P1 GK-IT1 HMGB1P16 SIAH1P1 TAB3-AS1 MAGEB6B FTLP2 MOB1AP2 RPS15AP40 FTH1P27 TAB3-AS2 PTP4A1P5 NPM1P8 HMGA1P1 DMD-AS3 RN7SL91P FTHL18 GK-AS1 H2AL1QP RNU6-1087P RNU1-142P RNU6-894P VENTXP1 MIR3915 MIR4666B PLCE1P1 MIR6134 H2AL1SP chrXp22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXp22 CD99 HCCS MSL3 ZFX ARSD PNPLA4 CDKL5 ANOS1 MBTPS2 PHKA2 GEMIN8 OFD1 GPM6B CTPS2 SCML1 WWC3 ARHGAP6 GYG2 ARSF PDK3 CLCN4 TXLNG PPEF1 PIR SMPX MXRA5 STS TBL1X GPR143 POLA1 MID1 PRPS2 TLR8 GLRA2 BMX ASB9 RBBP7 SCML2 RS1 SMS PHEX PCYT1B ACOT9 PRDX4 ATXN3L RAB9A XG AMELX GRPR PUDP SAT1 MOSPD2 ACE2 EIF2S3 PDHA1 RAI2 NLGN4X SHROOM2 CLTRN SH3KBP1 CNKSR2 ARSL CXorf58 PTCHD1 ASB11 PIGA VEGFD PPP2R3B VCX3A DHRSX ASMTL SLC25A6 CA5B ZRSR2 REPS2 SYAP1 S100G FRMPD4 EIF1AX BCLAF3 ADGRG2 KLHL15 FAM3C2 CBLL2 TCEANC FAM9B RPS6KA3 BEND2 VCX2 GTPBP6 MAP3K15 FANCB P2RY8 AP1S2 PLCXD1 VCX MAGEB17 FAM9A PRKX MAP7D2 DDX53 APOO IL3RA KLHL34 SHOX CA5BP1 FAM9C NHS ASMT TRAPPC2 TLR7 GPX1P1 AKAP17A CSF2RA EGFL6 RN7SKP20 RNU5F-7P RNA5SP499 RNU6-266P TMSB4X VCX3B ARSH CRLF2 RNU6-133P RNU6-800P RNU6-146P RNU6-114P MIR651 SNORA48B ASS1P4 SNRPEP9 CBX1P4 CBX1P2 ZBED1 RPL6P30 EIF5P1 BRK1P1 RNU4-6P RNA5SP498 FRMPD4-AS1 DHRSX-IT1 SUPT20HL2 SUPT20HL1 CD99P1 PHEX-AS1 HAUS1P2 METTL15P3 EIF1AX-AS1 WWC3-AS1 DRAXINP1 RPL14P5 LINC01456 LINC00685 H2BP7 MTCYBP12 SETP15 LINC01203 LINC01546 PDCL2P1 PSMA6P2 KRT18P53 ARSD-AS1 NHS-AS1 RPL12P49 HMGN1P33 LINC00102 MRPL35P4 YY2 NPM1P9 RPL17P49 RARRES2P3 EEF1B2P3 PTCHD1-AS TLR8-AS1 RPL30P15 ZFX-AS1 CLDN34 FABP5P13 MTND6P12 TMSB10P2 LINC02154 GYG2-AS1 TPT1P14 ASMTL-AS1 GJA6P PRKX-AS1 PCYT1B-AS1 LINC00106 PPEF1-AS1 RPS27AP17 PHKA2-AS1 RPL9P7 RNU7-56P RN7SL578P RN7SL658P SCARNA23 RN7SKP183 MIR548AX MIR4767 MIR23C MIR548AM MIR4770 MIR4768 MIR3690 RN7SL48P RN7SKP290 EIF5P2 MIR6089 INE2 MIR6086 AL732509.1 chrXq11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq11 MTMR8 ZC3H12B ZC4H2 ARHGEF9 AMER1 SPIN4 ASB12 MIR1468 CCT4P2 GRPEL2P2 KRT8P27 YWHAZP7 MTND2P25 CBX1P1 SHC1P1 ARHGEF9-IT1 MORF4L1P5 HNRNPDP1 SPIN4-AS1 ZFRP1 MTND1P31 LINC01278 BTF3P8 BLOC1S2P1 RN7SL799P PFN5P chrXq12 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq12 LAS1L OPHN1 HEPH EDA2R MSN VSIG4 AR YIPF6 RNU6-394P FRMD8P1 AKIRIN1P2 TLE1P1 NANOGP9 ETF1P3 BMI1P1 PKMP2 EIF4BP9 RNU6-1225P MIR223 chrXq13 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq13 NEXMIF PHKA1 DLG3 IGBP1 EFNB1 KIF4A UPRT PIN4 ZDHHC15 PBDC1 TEX11 ARR3 PDZD11 CITED1 STARD8 FAM155B GDPD2 RLIM CDX4 ABCB7 HDAC8 SLC16A2 RAB41 ZMYM3 TAF1 NONO AWAT2 OGT SNX12 ITGB1BP2 IL2RG GCNA EDA SLC7A3 GJB1 HMGN1P35 PJA1 FXYD6P3 DGAT2L6 PABPC1L2B FOXO4 MED12 DMRTC1B PABPC1L2A NAP1L2 MAGEE2 CXCR3 ERCC6L P2RY4 ZCCHC13 OTUD6A NLGN3 RPS26P11 RPS4X MAGEE1 MIR374A RNU6-562P RNU6-330P RNU4-81P RNA5SP507 RNU1-112P RNY4P23 RNU6-1078P RNU6-867P MIR421 IGBP1-AS1 BMP2KL CHIC1 NAP1L6P NHSL2 CXorf65 AWAT1 RNU6-245P RNU6-1044P MIR545 MIR676 MIR374B RNU1-56P LDHBP2 RPS7P14 SERBP1P1 TTC3P1 CXorf49B CXorf49 LINC00269 IGBP1-AS2 RNU2-68P RNA5SP508 UHRF2P1 MKRN5P BRAFP1 FAM236D JPX YWHAZP8 MTCYBP31 PABPC1L2B-AS1 SOCS5P4 RAB11FIP1P1 NUTF2P7 BUD31P2 XIST SEPHS1P4 TOMM20P4 FTX RPS23P8 THAP12P1 PABPC1P3 DDX3P2 HNRNPA1P25 ATP5MDP1 DLG3-AS1 CYCSP43 PHKA1-AS1 ACTR3P2 DDX3P1 SAR1AP4 MORF4L1P6 CNOT7P1 RPL21P134 RPSAP14 COX6CP12 MTND4P31 TRAPPC13P1 RPL31P63 PCNPP4 RPL7P53 RN7SL388P RN7SL790P RN7SL581P RTL5 INGX RN7SL648P FAM236B DMRTC1 MAP2K4P1 FAM226B TSIX RNA5SP506 FAM236A SNORD3E LINC00891 MIR374C FAM236C BX276092.9 AL139398.1 chrXq21 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq21 RPS6KA6 VDAC1P1 P2RY10 ITM2A ATRX PGK1 MAGT1 KLHL4 PCDH11X TBX22 POF1B DACH2 SH3BGRL COX7B GPR174 LPAR4 ZNF711 CPXCR1 DIAPH2 TGIF2LX APOOL ATP7A HDX BRWD3 CYSLTR1 TENT5D PABPC5 FAM133A RTL3 CYLC1 SATL1 NAP1L3 TAF9B CHM FGF16 POU3F4 HMGN5 MIR361 RNU6-854P RNA5SP509 RNA5SP510 RPA4 RNU6-974P RNU6-555P MIR325 RNU6-332P RNU6-995P RNU6-493P RPL22P22 EEF1A1P15 NDUFB5P2 KRT18P11 EEF1A1P29 TERF1P4 MIR548M MIR548I4 RNU2-26P RN7SKP194 CALM1P1 TPMTP4 FNDC3CP SFR1P2 GEMIN8P3 SRIP2 HMGN1P34 KIF4CP STIP1P3 USP12PX HNRNPDLP1 PGAM4 HMGB1P32 RNF19BPX RPL7P54 RPL7P55 HK2P1 EIF4A1P10 UBE2DNL UBE2V1P9 HNRNPH3P1 SERBP1P4 SNX3P1X CAPZA1P CCNB1IP1P3 FCF1P9 RPS29P28 P2RY10BP PAICSP7 ATG4AP1 NDUFA5P7 PABPC5-AS1 ST13P18 SPRYD7P1 VDAC1P3 UBE2V1P7 RPS7P13 HNRNPDLP3 RPL6P29 DIAPH2-AS1 FABP5P15 SETP4 RPSAP15 RN7SL379P RN7SL460P RN7SL74P CTHRC1P1 BRDTP1 PPATP2 CHMP1B2P MIR384 MIR1321 MIR4328 TUSC2P2 chrXq22 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq22 TSPAN6 TNMD NOX1 BTK MID2 PIH1D3 RBM41 CSTF2 H2BW2 VSIG1 PSMD10 ATG4A RAB40AL SRPX2 SYTL4 CENPI DRP2 TAF7L GLA ARMCX3 BEX4 PLP1 SERPINA7 MORF4L2 H2BW1 RAB9B NRK FAM199X ESX1 ARMCX5 HNRNPH2 ARMCX1 TMEM35A NXF5 TIMM8A IRS4 MORC4 BEX2 RNF128 TBC1D8B TCEAL4 BEX1 NXF3 RIPPLY1 PRPS1 RADX FRMPD3 PWWP3B TSC22D3 TMSB15A GPRASP2 TMSB15B PCDH19 CLDN2 ZMAT1 BEX3 ZCCHC18 TEX13B NCBP2L TCEAL1 RAB40A ARL13A FOXN3P1 TMEM31 TCEAL8 KCTD9P2 XKRX TCEAL7 RPL21P132 BEX5 ARMCX2 TCEAL2 TCEAL9 COL4A5 GLRA4 TRMT2B IL1RAPL2 ARMCX4 TCEAL3 NXF4 COL4A6 NUP62CL BHLHB9 GPRASP1 ARMCX6 RNU6-309P RNU6-934P MYCLP1 TCEAL5 TCEAL6 ARMCX7P RNU6-207P RNU6-30P RNU6-587P KRT18P49 DNAJA1P3 TCP11X2 XRCC6P5 RNA5SP511 LINC00630 RPL18AP14 PPIAP89 TCEAL3-AS1 MTCO3P19 NAP1L4P2 TRMT2B-AS1 MTND4P32 DPPA3P1 H3P45 FRMPD3-AS1 MTND6P32 SERPINA7P1 ARMCX3-AS1 MTATP6P19 MTCYBP32 B3GNT2P1 MTND2P2 BEND7P1 RPSAP8 EEF1A1P40 MORF4L2-AS1 TMSB15B-AS1 H2BP9 MTND1P32 PHBP10 RPSAP59 HNRNPA1P27 PPIAP90 MTND5P26 MTND6P13 H2BW3P H2BP8 MTCO1P19 MTCO2P19 HNRNPA1P26 RPL36A TCP11X3P RNU6-589P RNU6-345P RPL36A-HNRNPH2 MIR548AN TCP11X1 TEX13A NXF2 NXF2B SLC25A53 NANOGNBP3 ARMCX5-GPRASP2 NLRP3P1 Z70719.1 chrXq23 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq23 ACSL4 TRPC5 PAK3 CAPN6 DCX NXT2 GUCY2F ALG13 AMMECR1 CHRDL1 LUZP4 PLS3 IL13RA2 AMOT LRCH2 GNG5P2 HTR2C TMEM164 RBMXL3 KCNE5 AGTR2 LHFPL1 RTL4 MIR448 RNA5SP512 CT83 TRPC5OS RNU6-1323P RNU6-154P RNU1-57P MIR652 SNORA35 SNORD96B MIR764 SETP8 HMGB3P30 MIR1298 RNU6-648P MIR1912 MIR1911 HMGB1P12 AMMECR1-IT1 RPL36AP53 HSPA8P7 EIF4BP7 TDGF1P3 RPS5P7 FCF1P4 SSU72P1 ASS1P5 DANT1 ALG13-AS1 AKR1B1P8 GLUD1P9 API5P1 EEF1GP5 DANT2 RPL36P18 YAP1P2 RPL18AP15 RN7SL93P XACT RN7SL266P RTL9 RNU6-496P RNU6-1015P SERTM2 MIR3978 RN7SL712P SLC6A14 QTRT1P1 DPRXP7 PLS3-AS1 SNORA35B MIR1264 MIR4329 chrXq24 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq24 KLHL13 SLC25A5 LAMP2 CXorf56 SLC25A43 UBE2A PGRMC1 NKAP RHOXF1 ATP1B4 UPF3B RNF113A SEPTIN6 TMEM255A NDUFA1 RHOXF2 IL13RA1 WDR44 DOCK11 CUL4B C1GALT1C1 ZCCHC12 LONRF3 ZBTB33 GLUD2 NKRF AKAP14 SOWAHD RPL39 LINC01285 RHOXF2B SNORA69 RNU1-67P MIR766 AKAP17BP MIR1277 CT47A10 SLC25A5-AS1 CT47A6 CT47A9 CT47A12 CT47A11 SFR1P1 MRPS17P9 ARL5AP1 LINC01402 CT47A7 HNRNPA1P28 CT47A8 RBBP8P1 CT47A4 MCTS1 NKAPP1 HSPA8P1 RHOXF1P1 RPL12P43 CT47A3 CT47A1 CT47B1 TUBB4BP3 EEF1A1P30 PA2G4P1 CT47A5 CT47A2 KIAA1210 RNU7-37P RNY3P16 RHOXF1-AS1 MIR3672 RN7SL118P H3P46 RHOXF1P2 RHOXF1P3 chrXq25 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq25 TENM1 XIAP STAG2 ACTRT1 GRIA3 THOC2 H3P47 PRR32 SH2D1A DCAF12L2 DCAF12L1 RNA5SP513 TPT1P13 KRT18P44 RPL32P35 MRRFP1 RPS26P56 MTCYBP38 CHCHD2P1 TUBB4AP1 MEMO1P4 MTCO1P53 MTND4LP1 NPM1P34 FERP1 MTND4P24 RPL3P12 HSPA8P20 BTG3P1 RPL7AP72 XIAP-AS1 ZIK1P1 RNU7-69P RNU6-122P RN7SL190P TEX13D TEX13C AL513487.1 chrXq26 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq26 FHL1 ZNF280C GPC4 MBNL3 BCORL1 MOSPD1 ELF4 SMARCA1 SLC25A14 BRS3 HTATSF1 VGLL1 CD40LG XPNPEP2 SASH3 OCRL RAP2C ARHGEF6 MAP7D3 USP26 RTL8C RAB33A RBMX2 STK26 IGSF1 ARHGAP36 GPC3 GPR119 RBMX FAM122C FAM122B PHF6 UTP14A AIFM1 ADGRG4 ZIC3 INTS6L GPR101 ENOX2 FRMD7 HPRT1 MMGT1 CT55 PLAC1 HS6ST2 OR13H1 APLN ZNF449 SMIM10L2A SAGE1 TFDP3 MAGEA13P SMIM10 OR11N1P ZNF75D ZDHHC9 SMIM10L2B SAGE2P SLC9A6 MIR450A1 RNU4-44P RNA5SP514 RNA5SP515 RNU1-115P RNU6-1130P RTL8A CCDC160 RNU6-203P RNU6-98P SNORD61 RNU6-616P MIR450A2 MIR542 MIR504 MIR503 RNU6-972P RTL8B FIRRE KRT8P6 MIR450B MIR934 GAPDHP67 DENND10P1 RNU6-985P MIR503HG ETDB SAGE4P TIMM8BP2 RANP4 INTS6L-AS1 RAB28P5 CROCCP1 FGF13-AS1 LINC00629 HDGFP1 PNKDP1 SMIM10L2B-AS1 LINC01201 CT45A5 OR5AW1P ZFYVE9P1 STK24P1 CT45A11P RPL7P56 E2F6P4 HMGB3P31 RAP2C-AS1 RPL22P23 LARP1BP3 OR7L1P LINC00892 RPSAP63 MGAT2P1 NCLP2 OR1AA1P OR2AF1P HS6ST2-AS1 LINC02243 RPL21P133 OR13K1P SRRM1P3 RPS7P12 RAC1P4 OR11Q1P SALL4P2 MGAT2P2 ETDA RN7SL325P RN7SL191P MCRIP2P1 OR5BH1P RN7SKP31 RNU6-320P CT45A1 CT45A3 CT45A10 CT45A9 CT45A2 CT45A7 SAGE3P CT45A8 CT45A6 ETDC MIR18B MIR20B MIR19B2 MIR106A MIR424 MIR363 MIR92A2 H2AQ1P GPC3-AS1 chrXq27 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq27 MAGEC2 ATP11C MCF2 F9 FMR1 FGF13 SOX3 MAGEC1 MAGEC3 SNURFL FMR1NB SLITRK4 LDOC1 CDR1 SLITRK2 SPANXN3 SPANXN4 SPANXD SPANXA1 SPANXC RN7SKP149 RNA5SP516 RNA5SP517 RN7SKP189 RNU6-382P RN7SKP81 SPANXN1 SPANXA2 LINC00632 CXorf66 RNU6-3P MIR508 MIR505 MIR510 MIR506 MIR514A2 MIR514A3 MIR514A1 MIR513B MIR513A1 MIR507 MIR513A2 MIR509-1 MIR509-2 MIR509-3 RBMX2P2 HNRNPH1P2 HNRNPA3P3 HNRNPCP10 MIR892A MIR888 MIR891A MIR891B MIR890 MIR892B MIR513C MIR320D2 RNU6ATAC23P AC235097.1 CXorf51A RPS17P17 PGBD4P6 ELL2P4 SPANXB1 MTND2P39 FO393408.1 SRD5A1P1 CYCSP44 MTND1P33 RRM2P4 CXorf51B FMR1-IT1 RN7SL727P MIR892C MIR514B FMR1-AS1 SPANXN2 UBE2NL SPANXA2-OT1 AL589669.1 chrXq28 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrXq28 TKTL1 IDS GABRA3 DNASE1L1 MAMLD1 HMGB3 ZNF275 MTMR1 IDH3G PDZD4 ATP2B3 ATP6AP1 FAM50A FAM3A ARHGAP4 ABCD1 NAA10 RENBP OPN1LW EMD TAZ UBL4A CD99L2 GPR50 GABRE MAGEA9 MAGEA10 VAMP7 IL9R CTAG2 AVPR2 SLC10A3 PRRG3 SLC6A8 PNCK DKC1 PLXNA3 DUSP9 MPP1 FATE1 MAGEA4 NSDHL ZNF185 CETN2 RPL10 VBP1 RAB39B CLIC2 AFF2 MAGEA8 VMA21 G6PD GAB3 FUNDC2 PASD1 OPN1MW2 SPRY3 MECP2 MTM1 HSFX1 HCFC1 IDSP1 RPL7L1P11 TMEM187 SSR4 WASH6P BGN CMC4 MAGEA2B TREX2 PNMA3 CNGA2 CTAG1B IRAK1 SRPK3 CYCSP45 F8 WASIR1 MAGEA11 BRCC3 BCAP31 TMLHE ZFP92 FLNA LAGE3 CXorf40B MAGEA6 CXorf40A MAGEA1 PLXNB3 PNMA5 L1CAM CSAG1 RNA5SP524 SMIM9 GDI1 SNORA56 SNORA36A SNORA70 MIR105-2 MIR105-1 MIR767 RNA5SP525 ATF4P1 HAUS7 MAGEA12 MTCP1 PNMA6E KRT18P48 FTH1P8 MIR1184-2 MIR1184-1 MIR1184-3 MAGEA3 RN7SKP267 RNU6-383P TRPC6P AFF2-IT1 KRT8P8 TMLHE-AS1 MAGEA7P PNMA6F DDX11L16 ELOCP24 PPIAP91 RPSAP60 HMGN1P37 DUTP4 MAGEA4-AS1 RPL19P21 MAGEA8-AS1 GPR50-AS1 XRCC6P2 TMEM185AP1 LINC00894 HCFC1-AS1 PNMA6A DPH3P2 OR3B1P RPL18AP16 AMD1P2 EEF1A1P31 LINC00893 MAGEA5 CSAG4 RN7SL687P RNU6-764P MIR2114 CCNQ RN7SL697P RN7SL667P MIR3202-1 MIR4330 MAGEA10-MAGEA5 MAGEA9B GABRQ OPN1MW MAGEA2 CTAG1A HSFX2 PNMA6B CSAG2 CSAG3 IKBKG OPN1MW3 TMEM185A RPL12P50 FAM223B ATF4P2 AC236972.3 H2AB1 F8A2 TEX28P1 IKBKGP1 MIR6858 TEX28P2 F8A3 F8A1 H2AB3 H2AB2 TEX28 FAM223A LINC00850 HSFX4 MIR3202-2 HSFX3 MIR452 MIR718 MIR224 MIR664B AF274853.1 chrYp11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrYp11 ZFY TBL1Y PCDH11Y AMELY PRKY TTTY1B RPS4Y1 TTTY1 TTTY7 TTTY7B TSPY2 TGIF2LY TTTY11 TTTY8 SRY TTTY8B TSPY13P TSPY7P RBMY1A3P TTTY2 TTTY2B KRT18P10 TSPY24P ZNF92P1Y PRRC2CP1 ZNF736P10Y EEF1A1P41 RBMY2GP MTND6P1 TTTY22 FAM197Y1 USP9YP22 ZNF736P6Y SRIP3 FAM197Y5 FAM197Y8 RNF19BPY TSPY5P RBMY2KP SERBP1P2 PCMTD1P1 TSPY16P MTND1P1 RBMY2JP HSFY3P TRIM60P3Y FAM197Y7 TTTY21 TSPY3 NAP1L1P2 RBMY2NP UBE2V1P3 TSPY8 LINC00280 BPY2DP FAM197Y3 VDAC1P6 DUX4L31 RBMY3AP LINC00278 TSPY18P OFD1P3Y TOMM22P2 CDY3P TTTY19 GPR143P TSPY17P TTTY20 ELOCP4 USP12PY ZFY-AS1 GOT2P5 TTTY18 TSPY4 TSPY25P MTCYBP1 TSPY19P AGPAT5P1 RFTN1P1 FAM197Y2 FAM197Y9 MTND2P3 RBMY2OP EIF4A1P2 RPL26P37 TSPY10 TSPY12P RBMY2QP TSPY15P TTTY12 DLGAP5P1 CDC27P2 TTTY21B RNASEH2CP1 ATP5PFP1 FAM197Y6 RBMY2HP TSPY9P USP9YP4 TSPY11P TTTY23 ZNF736P9Y ZNF736P7Y TSPY20P ZNF736P8Y TTTY23B RNA5-8SP6 RNA5SP518 RNU6-1334P RNU6-941P RNA5SP519 RNU2-57P RNU6-521P RN7SKP282 RNU6-303P TSPY1 TSPY6P FAM197Y4 SNX3P1Y TUSC2P1 chrYq11 http://www.gsea-msigdb.org/gsea/msigdb/cards/chrYq11 KDM5D DDX3Y USP9Y VCY1B VCY CDY2B TXLNGY TTTY9B TTTY6 TTTY6B TMSB4Y NLGN4Y PRYP3 PRY RBMY1F PRY2 RBMY1HP TSPY14P HSFY2 PRYP4 CDY1 CSPG4P4Y GOLGA2P3Y CSPG4P3Y CDY1B HSFY1 TTTY14 CDY2A PRORY SLC9B1P1 BPY2 BPY2B UTY TTTY13 CD24P4 BPY2C DAZ3 DAZ1 ANKRD36P1 GOLGA6L16P EIF1AY DAZ4 PPP1R12BP2 DAZ2 GYG2P1 PSMA6P1 TPTE2P4 RBMY2DP ZNF736P11Y RBMY2CP TTTY5 BCORP1 ASS1P6 MTCYBP2 ZNF839P1 CDY15P XKRYP5 USP9YP18 USP9YP23 UBE2Q2P5Y RBMY2EP TTTY17C RAB9AP3 GOLGA6L11P RAB9AP2 DPPA2P1 ZNF736P1Y CDY8P SFPQP1 ARSLP1 USP9YP28 PRYP1 HSFY6P TRIM60P5Y CYCSP49 HSFY4P USP9YP7 USP9YP13 RBMY2BP LINC00265-2P USP9YP25 CDY13P TRAPPC2P3 FAM41AY1 ARSDP1 REREP1Y TRAPPC2P5 OFD1P13Y USP9YP19 MTND1P12 OFD1P10Y UBE2Q2P4Y CDY20P RBMY2UP TBL1YP1 ELOCP13 ELOCP6 TRAPPC2P8 OFD1P1Y CDY10P RBMY2AP USP9YP6 ZNF736P2Y TAF9P1 FAM41AY2 USP9YP11 CDY5P TMEM167AP1 AGKP1 OFD1P2Y SHROOM2P1 CDY14P TTTY4 RBMY1J STSP1 TRIM60P9Y TTTY17B XGY1 USP9YP14 SLC25A15P1 RBMY2YP USP9YP21 TRIM60P11Y ELOCP11 USP9YP12 ELOCP16 CYCSP46 ELOCP14 TTTY17A TTTY4C CDY4P TRAPPC2P10 SURF6P1 HSFY7P TUBB1P2 ZNF885P LINC00266-4P NLGN4Y-AS1 CDY12P CLUHP2 ACTG1P2 CDY6P TSPY23P RBMY1KP TTTY10 PPP1R12BP1 USP9YP31 TAF9P2 CDY22P OFD1P4Y USP9YP8 ACTG1P11 GAPDHP17 USP9YP17 USP9YP36 TSPY22P CDY11P ELOCP7 ELOCP12 GPM6BP1 OFD1P9Y FAM224B RBMY2WP USP9YP24 ZNF736P5Y USP9YP20 XKRYP2 XKRYP4 TTTY3 OFD1P8Y PRYP2 CDY17P RAB9AP5 ELOCP9 CDY23P ZNF736P12Y ELOCP15 USP9YP33 CDY18P ARSFP1 USP9YP29 HSFY5P ZNF886P OFD1P12Y USP9YP9 NEFLP1 ELOCP17 FAM8A4P USP9YP16 TRIM60P8Y TRAPPC2P9 CDY9P RAB9AP1 TRAPPC2P4 TRIM60P10Y USP9YP15 ZNF736P3Y HSFY8P USP9YP34 FAM224A PRYP5 CICP1 CICP2 MED14P1 CYCSP48 LINC00265-3P CASKP1 ELOCP10 ELOCP8 RCC2P1 RBMY2XP RBMY1A1 GAPDHP19 PUDPP1 USP9YP26 OFD1P15Y USP9YP30 REREP2Y LOC102725532 TTTY4B PNPLA4P1 TAB3P1 RAB9AP4 OFD1P18Y USP9YP27 MXRA5Y MED13P1 ZNF736P4Y GPM6BP2 RPS24P1 ELOCP26 XKRYP3 USP9YP3 RBMY2TP OFD1P11Y TOMM22P1 USP9YP35 XKRYP6 CDY7P USP9YP32 CDY19P TSPY21P RCC2P2 XKRYP1 OFD1P7Y USP9YP10 CLUHP1 DNM1P48 GOLGA2P2Y OFD1P5Y CSPG4P1Y ANOS2P OFD1P6Y RBMY1E DNM1P24 RBMY1B RBMY2FP RN7SL702P CSPG4P2Y RBMY1D XKRY2 PRYP6 LINC00266-2P USP9YP2 TRAPPC2P7 USP9YP5 TUBB1P1 XKRY USP9YP1 RNU1-86P RNA5SP522 RNU1-41P RNA5SP521 RNU1-95P RNU6-109P RNU1-48P RNA5SP520 RNU6-184P RNU1-107P RNU1-128P RNU1-40P RNA5SP523 RNU1-97P RNU6-255P RNU6-1314P DUX4L16 DUX4L19 DUX4L18 DUX4L17 TTTY25P ACTR3BP1 PABPC1P5 ELOCP34 ELOCP5 ELOCP35 C2orf27AP1 SNX18P1Y RN7SL818P ANKRD20A6P CHEK2P1 KDM5DP1 OFD1P16Y RN7SL725P TTTY3B RPS4Y2 AC010889.2 MT http://www.gsea-msigdb.org/gsea/msigdb/cards/MT MT-ND6 MT-CO2 MT-CYB MT-ND2 MT-ND5 MT-CO1 MT-ND3 MT-ND4 MT-ND1 MT-ATP6 MT-CO3 MT-TL1 MT-TF MT-TV MT-RNR2 MT-TI MT-TQ MT-TM MT-TW MT-TA MT-TN MT-TC MT-TY MT-TS1 MT-TD MT-TK MT-TG MT-TR MT-TH MT-TS2 MT-TL2 MT-TE MT-TT MT-TP MT-RNR1 MT-ND4L MT-ATP8