chr1p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p11 LINC02798 MTIF2P1 SRGAP2C SRGAP2-AS1 LINC01691 NBPF26 RNVU1-19 LINC00623 RNVU1-4 PDE4DIPP4 PPIAL4A H3P4 RPL22P6 FAM72B PFN1P2 PDE4DIPP2 NBPF8 NOTCH2NLR H2BP1 FCGR1BP EMBP1 chr1p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p12 WARS2-IT1 HSD3BP2 MAN1A2 RBMX2P3 LINC01525 GAPDHP23 HSD3B2 RPS3AP12 SEC22B HSD3BP1 TENT5C-DT VPS25P1 LINC01780 TENT5C GAPDHP74 GDAP2 VDAC2P3 WDR3 PSMC1P12 ENSG00000226172 SPAG17 RPL6P2 HAO2-IT1 PNRC2P1 TBX15 RNA5SP56 RNU1-75P RNU6-465P GAPDHP58 HSD3B1 GAPDHP32 HSD3BP3 GAPDHP27 HSD3BP4 GAPDHP33 LINC00622 HSD3BP5 ZNF697 HMGCS2 REG4 NBPF7P PFN1P9 NOTCH2P1 ADAM30 PHGDH WARS2 HAO2 NOTCH2 VTCN1 WARS2-AS1 chr1p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p13 AHCYL1 VAV3 ELAPOR1 ST13P21 OLFML3 CNOT7P2 VAV3-AS1 PHTF1 GSTM5 GSTM2 FTH1P22 LRIG2-DT LINC02868 CTTNBP2NL STRIP1 SLC25A24 PIFO SLC25A24P1 TSPAN2 LRIG2 SLC6A17 CD101-AS1 CHIAP3 GAPDHP64 GSTM1 PTGFRN BCAS2 TRIM45 NBPF5P VANGL1 MTND5P20 SYCP1 NEFHP1 HIGD1AP12 TSHB SLC22A15 ALX3 RPS15AP9 NHLH2 TRIM33 CD53 RLIMP2 TTF2 SLC6A17-AS1 HNRNPA1P43 MAGI3 EIF2S2P5 PGBP KCNC4-DT LINC01649 UBL4B LINC01768 TXNP3 DENND2C CD2 LINC01661 PKMP1 ELOCP20 NDUFA5P10 NR1H5P CSF1 MTATP6P14 NAP1L4P1 SLC25A24P2 MTCO1P14 CHIA CD58 ST7L WNT2B MIR7852 MIR320B1 MIR942 MIR548AC RNA5SP55 RN7SL420P MIR4256 ATP1A1 RNU6-817P LINC01762 FAM102B HENMT1 PRPF38B FNDC7 STXBP3 SPATA42 RANP5 TMEM167B-DT TMEM167B SCARNA2 IGSF3 NGF-AS1 MRPL57P1 PROK1 CYMP CYMP-AS1 KCNA10 NRBF2P3 OR11I1P KCNA2 GPSM2 CASQ2 SYT6 CFAP276 EPS8L3 KCNC4 PRMT6 NDUFA4P1 SLC16A4 SLC16A4-AS1 LAMTOR5 KRT18P57 RNU6-151P INKA2 INKA2-AS1 ENSG00000284830 KCND3-IT1 KCND3-AS1 LINC01750 KCND3 LRIF1 CCNT2P1 RNA5SP54 DENND2D CHI3L2 CHIAP1 CHIAP2 DRAM2 CYB561D1 AMIGO1 GNAI3 RNU6V MIR197 RPL7P8 GNAT2 SLC16A1 AKR7A2P1 NGF AMPD2 LINC01160 DDX20 NTNG1 RBM15 MAB21L3 SYPL2 RN7SL432P NRAS RNY1P13 SIKE1 NBPF4 ATXN7L2 AMPD1 CD101 WDR47 GSTM3 GSTM4 NBPF6 CAPZA1 MRPL53P1 RNU7-70P RHOC PPM1J-DT TAFA3 NUTF2P4 MOV10 TAF13 CSDE1 GPR61 AKNAD1 CLCC1 OVGP1 UBE2FP3 WDR77 ATP5PB C1orf162 TMIGD3 RNU6-792P ADORA3 RAP1A PPM1J LINC01779 RBM15-AS1 LINC01765 LINC02884 LINC01356 SARS1 CELSR2 PSRC1 MYBPHL SORT1 PSMA5 RSBN1 PTPN22 AP4B1-AS1 BCL2L15 AP4B1 HIPK1-AS1 HIPK1 DCLRE1B KCNA3 ATP1A1-AS1 CEPT1 LINC01397 LINC02785 LAMTOR5-AS1 LINC01357 SLC16A1-AS1 chr1p21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p21 SLC44A3 ABCD3 ALG14 KATNBL1P2 CNN3 ENSG00000215869 EEF1A1P11 DPYD TLCD4 S1PR1 NFU1P2 LINC02790 RNPC3-DT DPYD-IT1 ENSG00000224685 ALG14-AS1 LINC01349 RPSAP19 BCAS2P2 F3 DNAJA1P5 VCAM1 LINC01787 SEC63P1 LINC01708 GPR88 RWDD3 DPYD-AS1 LINC01676 LINC01650 LINC01776 RPL26P9 SLC35A3 AGL RPL7AP17 COL11A1 RNPC3 SNX7 LINC01709 SLC30A7 SEPTIN2P1 DPYD-AS2 FTLP17 SOD2P1 CDC14A UBE2WP1 LINC01761 CDK4P1 PPIAP7 HNRNPA1P68 LINC01307 TLCD4-RWDD3 EXTL2 LINC01760 GAPDHP29 LINC01677 MIR2682 MIR137 RNU6-750P RNU6-1318P MIR378G RNU4-75P RNU1-130P RNU6-965P RN7SKP285 RNU6-352P FRRS1 OLFM3 RN7SL831P NDUFS5P2 RPL7P9 RN7SKP270 PTBP2 ACTG1P4 AMYP1 MFSD14A SASS6 LRRC39 DBT RPL23AP90 BRI3P1 RTCA MIR553 AMY1A AMY1B AMY1C AMY2B AMY2A PLPPR4 TRMT13 PALMD HMGB3P10 DPH5 SLC44A3-AS1 RWDD3-DT PLPPR5 PLPPR5-AS1 S1PR1-DT ENSG00000289355 CNN3-DT RTCA-AS1 MIR137HG LINC02607 DPH5-DT chr1p22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p22 MCOLN2 CAPNS1P1 ZNHIT6 LINC01763 LINC02801 LMO4 PKN2-AS1 RPL36AP10 KYAT3 DNTTIP2 PHKA1P1 COL24A1 PKN2 MTCO1P21 GBP1P1 LINC01364 MTND4P11 BCAR3 MTCO3P21 BARHL2 LRRC8D ARHGAP29 GCLM TGFBR3 MTND3P21 HSP90B3P MTATP6P13 LINC02787 LPAR3 ZNF326 LINC02788 ELOCP19 GTF2B MTCO2P21 LRRC8D-DT WDR82P2 RPL5P6 CHCHD2P5 HFM1 GEMIN8P4 CDC7 FEN1P1 RNA5SP52 SNORD3G RNA5SP51 RN7SL440P RN7SL583P RNU6-125P RNU6-695P MIR760 RN7SKP272 GBP6 LRRC8C CCN1 C1orf52 BCL10-AS1 EPHX4 LPCAT2BP GAPDHP46 PRKAR1AP1 DR1 RNA5SP53 LRRC8B BTBD8 RBMXL1 GBP3 GBP1 PTGES3P1 GBP2 GBP7 GBP4 DDAH1 RN7SL653P BRDT RPL5 DIPK1A SNORD21 SNORA66 RNU6-970P RN7SL692P RNU6-210P RN7SKP123 MTF2 FNBP1L C1orf146 ACTBP12 GLMN RPAP2 RN7SL824P HMGB3P9 RNU4-59P H3P3 CCNJP2 TMED5 ENSG00000237003 CCDC18-AS1 CCDC18 EVI5 ABCA4 ZNF644 GBP5 SELENOF HS2ST1 LINC01140 LINC02795 MIR7856 CLCA2 CLCA1 CLCA4 CDCA4P2 ODF2L DNAI3 MCOLN3 MIR4423 SYDE2 GFI1 RPF1 GNG5 CTBS LINC01555 SSX2IP SETSIP BCL10 CLCA4-AS1 CLCA3P SH3GLB1 SPATA1 LINC02609 ARHGAP29-AS1 LRRC8C-DT BCAR3-AS1 chr1p31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p31 L1TD1 DOCK7-DT LAMTOR5P1 RPS15AP7 PATJ-DT LINC02791 DEPDC1-AS1 LINC01707 DLEU2L ELOCP18 SLC35D1 PIGPP2 GDI2P2 LINC01360 LINC02567 KANK4 DNAJB4 USP1 RNFT1P2 AK5 ADH5P2 TXNP2 GIPC2 RPE65 ANGPTL3 KRT8P21 DNAJC6 AK4 LEPROT RPL31P12 LINC02796 CACHD1 EFCAB7 LINC02238 ST6GALNAC5 ATG4C LINC02797 COX6CP13 TXN2P1 PDE4B-AS1 ASB17 ADGRL4 TTLL7 TTLL7-IT1 NEGR1-IT1 MGC27382 PTGFR PIGK ST6GALNAC3 MTND2P30 RPL7P10 LINC02792 PSAT1P3 DOCK7 NEXN-AS1 NEGR1 LINC01712 HMGB1P18 HNRNPA1P64 ACTG1P21 LINC01362 NSRP1P1 ZZZ3 HNRNPCP9 TM2D1 LINC01361 HSPE1P25 PGM1 LINC01739 TPI1P1 DEPDC1 RNU7-62P RNU6-414P RNU6-1177P RN7SL180P MIR3116-1 MIR3116-2 RNU6-161P RN7SKP19 RNU6-371P RNU2-15P RNU4-88P RNA5SP23 MIR7156 RNU6-503P RNA5SP20 RN7SL854P RNA5SP21 RNU6-1102P RNU7-8P RN7SL370P RNA5SP22 RNA5SP50 RN7SL392P RNU6-1246P RN7SL488P RNU7-123P RN7SL130P RNU4ATAC8P LINC01758 SGO1P1 RN7SL538P PIN1P1 LRRC7-AS1 LRRC40 RN7SL242P ANKRD13C HHLA3-AS1 CTH CHORDC1P5 CASP3P1 RNU6-586P RNU4ATAC4P DNAJB6P4 RNU6-387P RNU6-1031P LRRC7 LEPR RNU6-809P ROR1-AS1 RN7SKP247 USP33 NEXN FUBP1 ITGB3BP SERBP1 MIER1 IFI44L IFI44 DLSTP1 RABGGTB SNORD45C SNORD45A SNORD45B MSH4 LRRIQ3 TNNI3K LRRC53 ERICH3 ERICH3-AS1 CRYZ TYW3 FPGT-TNNI3K NEDD8P1 SAMD13 UOX DNASE2B LINC01788 ZRANB2-AS1 ZRANB2 MIR186 ZRANB2-DT MIR3117 DYNLT5 DNAI4 SGIP1 FPGT INSL5 UBE2U ROR1 CFL1P3 PRKACB PATJ ARL5AP3 CTBP2P8 MIR1262 RPS7P4 DIRAS3 HNRNPA3P14 ARID3BP1 ENSG00000234953 MED28P8 ST13P20 ADGRL2 PTGER3 PDE4B SLC44A5 MIGA1 SRSF11 MIR4794 LHX8 RNU6-622P IL12RB2 C1orf141 IL23R FOXD3 MIR6068 LINC00466 RNA5SP49 RPSAP65 ALG6 ENSG00000286429 GADD45A GNG12 RNU7-80P WLS COX6B1P7 ACADM SLC2A3P2 RNU6-1176P MIR3671 MIR101-1 MRPS21P1 RAVER2 RPS29P7 JAK1 LINC01359 NFIA-AS2 NFIA-AS1 NFIA GNG12-AS1 PRKACB-DT LINC01781 ENSG00000231252 LINC01725 HHLA3 FOXD3-AS1 LINC01702 chr1p32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p32 PHB1P12 LINC02812 FCF1P6 TUBBP10 TTC22 GOT2P1 ECHDC2 RAB3B ENSG00000284601 MRPS6P2 TMEM61 LINC02808 LINC02778 CZIB FAM151A PODN OSBPL9 PHB1P3 PARS2 ZYG11A CALR4P ZYG11B LINC01755 CZIB-DT TXNDC12 TXNDC12-AS1 FGGY-DT PCSK9 MTCO2P34 PIGQP1 TTC4 PLPP3 RPS13P2 RPL23AP85 CPT2 TUT4 GAPDHP51 MAGOH CDKN2C LRP8-DT C1orf87 OMA1 HIGD1AP11 LRP8 TCEANC2 KTI12 LRRC42 NDUFS5P3 LINC02777 MROH7 EEF1GP7 PRPF38A HNRNPA3P12 PGBD4P8 USP24 SLC25A6P3 SHISAL2A DHCR24 BSND GPX7 DAB1-AS1 MIR4422HG MROH7-TTC4 YIPF1 LDLRAD1 DMRTA2 HMGB1P45 SCP2 FAF1-AS1 HNRNPA1P6 RPS20P5 H3P2 COA7 GYG1P3 RPL21P23 RRAS2P1 LINC01753 RPS26P15 DHCR24-DT TMEM59 BTF3L4 RPSAP20 FYB2 TSEN15P2 RN7SL290P RNU2-30P RNU6-969P RNU6-1026P MIR4422 RN7SL62P MIR4781 RNA5SP48 RN7SKP291 RNU6-830P MIR761 SLC1A7 FGGY RN7SL788P PDCL3P6 DNAJC19P7 ANAPC10P1 PLA2G12AP1 ORC1 JUN CC2D1B DAB1 HSPB11 ACOT11 MRPL37 SSBP3-AS1 LINC02784 HNRNPA1P63 SSBP3 MIR4421 MIR6500 CFL1P2 LINC01562 RNF11 TTC39A-AS1 EPS15 RNU6-877P RNU6-1281P TTC39A ZFYVE9 LEXM CYB5RL C1orf185 SLC25A3P1 DMRTB1 GLIS1 RNU7-95P NDC1 NRDC FAF1 PRKAA2 DIO1 MIR4711 HOOK1 CYP2J2 RN7SL475P C8A C8B RN7SL713P TACSTD2 MYSM1 CDCP2 LINC01748 LINC01358 MAGOH-DT EPS15-AS1 LINC01135 LINC01767 chr1p33 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p33 UQCRH TUBAP8 LINC02794 CYP4A26P CYP4Z2P LINC01738 CYP4A43P SKINT1L CYP46A4P SPATA6 PPP1R8P1 FAAH TRABD2B ELAVL4-AS1 CYP4A27P CYP4A44P CYP4X1 CYP4Z1 TUBAP9 CYP4A22-AS1 MTND1P34 LINC00853 PDZK1IP1 LINC01389 FOXE3 FOXD2-AS1 ELAVL4 FOXD2 SLC5A9 MKNK1-AS1 KNCN MKNK1 NENFP1 TEX38 EFCAB14-AS1 EFCAB14 STIL NSUN4 RNU6-723P RNU4-61P AGBL4 BEND5 AGBL4-AS1 AGBL4-IT1 ZNF859P MTND2P29 LRRC41 CYP4B1 CYP4A11 CYP4A22 TAL1 MOB3C ATPAF1 LINC01398 DMBX1 TMEM275 CMPK1 RPL21P24 ATP6V0E1P4 FAAHP1 chr1p34 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p34 GJB3 ZMYM6 FTLP18 GJB5 AGO4 CDCA8 FTH1P1 DNALI1 RRAGC GRIK3 YRDC HNRNPFP1 GUCA2B HSPA5P1 PSMB2 MIR3659HG RPS29P6 GPR199P THRAP3 C1orf122 EPHA10 FHL3 RHBDL2 INPP5B FAM183A ZMYM4 UTP11 ACTN4P2 C1orf216 SHMT1P1 RLF CLSPN GNL2 GJA4 RPL6P1 TIE1 MYCBP DLGAP3 TMA16P2 RIMS3 SMIM12 LINC01343 ERI3 C1orf210 ST3GAL3-AS1 SF3A3 LINC01685 KLF17 RSPO1 SNIP1 FOXJ3 GTF2F2P2 KLF18 ZSWIM5 ERI3-IT1 GJA9 MTF1 KDM4A GUCA2A PTPRF GJB4 TMEM125 HIVEP3 OAZ1P1 DMAP1 OOSP1P1 POU3F1 SZT2 ZC3H12A LINC02786 MIR552 SNORA63 RNU6-584P RNU6-605P MIR4255 RNU6-636P RNA5SP43 MIR3659 RNU6-510P RNU6-753P RNA5SP46 MIR6732 MIR6733 RNU6-1237P MIR6079 MIR5581 MIR30E MIR30C1 LINC01144 TOE1 TESK2 PPIAP36 CCDC163 MMACHC ST3GAL3 TMCO2 ZMPSTE24 COL9A2 ZFP69B RNU6-369P RNF220 MIR5584 TMEM53 ARMH1 RNU5F-1 RNU5D-1 KIF2C RPS8 SNORD55 SNORD46 SNORD38A SNORD38B RPS15AP11 BEST4 PLK3 PTCH2 RNU5E-6P EIF2B3 RNA5SP47 CCNB1IP1P1 PPIAP35 MRPS17P1 HECTD3 UROD OSTCP5 ERMAP ZNF691 MKRN8P ATP6V1E1P1 ATP6V0CP4 RNU6-880P DYNLT4 CFAP57 EBNA1BP2 MEAF6 PPT1 SZT2-AS1 MIR6735 HYI-AS1 ARTN LINC02918 IPO13 ATP6V0B CCDC24 SLC6A9 KRT8P47 RN7SL479P BMP8A OXCT2P1 PABPC4-AS1 SNORA55 HEYL HPCAL4 RNU7-121P PABPC4 PPIH YBX1 CLDN19 P3H1 C1orf50-AS1 EIF1P2 AKIRIN1 NDUFS5 RNU6-608P RNA5SP44 HSPE1P8 PRDX1 HMGB1P48 NASP CCDC17 GPBP1L1 RPS15AP10 RPL7AP16 TMEM69 CAP1 AKR1A1 MPL CDC20 ELOVL1 MIR6734 MED8 MED8-AS1 HYI B4GALT2 MANEAL NCDN TFAP2E HPDL ZFP69 EXO5-DT ZNF684 ZMYM1 RPL12P45 EFCAB14P1 RN7SL503P SNORA62 C1orf109 TEKT2 ADPRS COL8A2 TRAPPC3 MAP7D1 RN7SL131P UBE2V2P4 SH3D21 STK40 LSM10 RNU4-27P OSCP1 SNORA63C MRPS15 EVA1B TMEM269 SVBP MAST2 KCNQ4 CITED4 UBE2V1P8 SLFNL1-AS1 SLFNL1 RPL23AP17 ENSG00000213987 FOXO6-AS1 MACF1 PIK3R3 P3R3URF-PIK3R3 ENSG00000227857 TSPAN1 P3R3URF LURAP1 RAD54L POMGNT1 PPCS RPS3AP11 TMSB4XP1 RNU6-536P C1orf50 IPP SMAP2 EXO5 SCMH1-DT FOXO6 RNA5SP45 EDN2 NFYC CDC20-DT KDM4A-AS1 SCMH1 BTBD19 RN7SL326P RIMKLA ZMYND12 CCDC30 SFPQ NT5C1A PPIE BMP8B OXCT2 BMP8B-AS1 ENSG00000261798 LINC02811 TRIT1 MYCL MYCL-AS1 MFSD2A CTPS1 RPL5P4 ZMYM4-AS1 KIAA0319L SLC2A1 MUTYH CSF3R DPH2 AGO1 CFAP97P1 AGO3 TMEM35B ZC3H12A-DT PPIEL TFAP2E-AS1 RRAGC-DT SLC2A1-DT ZMPSTE24-DT NFYC-AS1 ZNF691-DT chr1p35 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p35 LAPTM5 PHACTR4 MED18 ENSG00000215899 LINC01648 ATP5IF1 SDC3 DNAJC8 SESN2 SERINC2 PTAFR NKAIN1 SNRNP40 LINC01756 EYA3 FABP3 LINC01226 PTPRU ZBTB8B SPCS2P4 SELENOWP1 LDC1P RN7SKP91 RN7SL371P RNU6-176P MIR4420 RNU6-40P MIR4254 SMPDL3B RN7SL559P XKR8 RBBP4 SYNC KIAA1522 S100PBP FNDC5 HPCA TMEM54 RNU6-949P CHMP1AP1 RNU6-424P RPEP3 STX12 RNU6-1245P PPP1R8 SCARNA1 THEMIS2 RPA2 FAM76A PUM1 ZCCHC17 TINAGL1 PEF1 PEF1-AS1 TXLNA IQCC FAM167B HDAC1 MARCKSL1 TSSK3 YTHDF2 TMEM200B MECR RNF19B GMEB1 EPB41 HSPD1P14 HMGB4 CSMD2-AS1 AZIN2 TRIM62 AHDC1 FGR LINC02574 IFI6 KHDRBS1 TMEM39B MIR5585 KPNA6 CCDC28B PTP4A2 ADGRB2 RNU6ATAC27P SNHG3 SNORA73A SNORA73B PRDX3P2 TRNAU1AP SNORD99 SNORA61 SNORA44 SNORA16A RAB42 TAF12-DT RNU11 TLR12P ZSCAN20 ZBTB8A ZBTB8OS DCDC2B RCC1 ZNF362 A3GALT2 MIR3605 RN7SKP16 PHC2-AS1 PHC2 SRSF4 RNA5SP42 C1orf94 CSMD2 OPRD1 HCRTR1 COL16A1 TAF12 FAM229A SPOCD1 SNHG12 AK2 YARS1 MATN1 EIF3I BSDC1 GAPDHP20 LRRC37A12P RN7SL122P LCK TMEM234 LINC01778 MATN1-AS1 MTMR9LP chr1p36 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1p36 ATAD3B MTND1P23 RPL7P7 MTCO3P12 DDX11L17 PRDM16 MTND2P28 PEX10 ENSG00000269896 MTCO1P12 SKI WBP1LP6 LINC01345 EEF1DP6 PEX14 LINC01646 LINC01777 MTATP8P1 MTCO2P12 LINC02782 PLCH2 SPSB1 ENSG00000230021 HES3 SLC2A5 LINC02781 MTCYBP45 ENO1 PLEKHM2 CA6 RPL22P3 NMNAT1 MTATP6P1 MFFP1 PGAM1P11 CCDC27 CHD5 DISP3 MMEL1 TMEM51 WASH9P TTLL10 FBXO42 ALDH4A1 RERE CLCN6 CELA2A CELA2B RER1 PANK4 ERRFI1-DT VPS13D HTR6 RPL10P17 RBP7 GPR157 ZBTB40 ENO1-AS1 MICOS10-NBL1 NPHP4 LINC01714 RUNX3-AS1 HES5 MT1XP1 CLIC4 ARHGEF19-AS1 DYNLL1P3 SZRD1 PDIK1L NECAP2 IGSF21-AS1 MICOS10-DT PPIAP34 SLC30A2 IFITM3P7 CNKSR1 FAM110D ICMT MMEL1-AS1 SLC9A1 LDLRAP1 RNF207-AS1 PAFAH2 AJAP1 SLC25A33 DNAJC16 ZNF593 RPL7P11 EPHA2 LINC02780 ARHGEF19 KAZN-AS1 GPR153 KAZN RERE-AS1 CHCHD2P6 ICMT-DT TNFRSF1B HMGN2P17 TMEM51-AS2 UBE4B TMEM51-AS1 PLA2G5 CPLANE2 RPL22 RNF207 LINC02810 PAX7 EXTL1 CASZ1 AGMAT FAAP20 PLA2G2D CD24P1 RCC2 CASP9 DDI2 PADI6 PADI4 LINC01654 ACTL8 LINC02793 MORN1 PRKCZ-AS1 MICOS10 RPL23AP19 CAPZB TBCAP2 IGSF21 HES2 ARHGEF10L LINC01346 RCC2-AS1 MIR6859-2 MIR4689 RN7SL451P MIR4252 RN7SL614P RNU6-304P MIR6728 SNORA59A RNU6-1265P SNORA70 RNU7-179P RNU1-7P RNU4-28P RNU6-1208P RNA5SP40 MIR4695 MIR34A MIR6731 RNU6-110P SCARNA21B MIR4425 CAMK2N1 MUL1 RPS4XP4 FAM43B CDA PINK1 MIR6084 PINK1-AS E2F2 ID3 ENSG00000229239 RPL11 PITHD1 LYPLA2 GALE RNU6-828P RNU6-37P RN7SL731P PGD CENPS-CORT CENPS DFFA RNU6-991P CORT H6PD DDOST NBL1 PLA2G2F PRXL2B NPPB SBF1P2 RNU5E-1 RNU5E-4P KIAA2013 PLOD1 MIIP MIR6729 RN7SL649P TNFRSF8 RNU6-777P RPL23AP89 MIR7846 MIR4632 MFN2 MTFR1L AUNIP PAQR7 STMN1 SNRPFP2 MIR3917 NOL9 TAS1R1 ZBTB48 ZBTB40-IT1 EPHA8 MIR6127 MIR4684 PDE4DIPP9 MIR3675 RNU1-5P RNU1-2 MFAP2 ENSG00000286898 ATP13A2 SDHB PADI2 LINC02783 PADI1 PADI3 MIR3972 LRRC47 RN7SL574P CEP104 DFFB LINC01355 ZNF436 TCEA3 TNFRSF25 RUNX3 TRIM63 C1orf232 PLEKHG5 MRPL20 RN7SL657P MRPL20-DT ANKRD65-AS1 LINC01770 VWA1 ATAD3C RNF186 RNF186-AS1 OTUD3 PLA2G2E RN7SL304P PRAMEF15 PRAMEF14 PRAMEF17 FNDC10 MMP23B SLC35E2B MMP23A CDK11A NADK GNB1 TMEM52 SH3BGRL3 CD52 ZNF683 STPG1 NIPAL3 RCAN3AS RCAN3 NCMAP-DT NCMAP PLA2G2C UBXN10 LINC01757 SLC45A1 KIF17 SMIM1 ACOT7 EPHB2 CDK11B PRAMEF28P PRAMEF27 PRAMEF34P PRAMEF35P HNRNPCL2 PRAMEF36P HNRNPCL4 HNRNPCL3 LINC02593 NOC2L PLEKHN1 HES4 ISG15 AGRN C1orf174 CICP3 LINC01409 FAM87B ENSG00000288531 FAM41C TUBB8P11 RNF223 C1orf159 LINC01342 TTLL10-AS1 SAMD11 SH2D5 RNU7-200P MIR1256 RPS15AP6 HSPE1P27 ECE1 ECE1-AS1 BRWD1P1 RNA5SP41 TARDBP SRM EXOSC10 MTOR-AS1 RNU6-537P SYF2 RSRP1 RHD SDHDP6 TMEM50A MACO1 HNRNPR PDPN TMCO4 ANKRD65 TNFRSF14 PRAMEF9 KLHDC7A MAN1C1 SELENON GABRD PRKCZ-DT ZBTB17 TBC1D3P6 SRARP HSPB7 CLCNKA ENSG00000232456 FAM131C ZBTB2P1 FHAD1-AS1 EFHD2-AS1 EFHD2 CTRC DDX11L1 WASH7P MIR6859-1 MIR1302-2HG MIR1302-2 FAM138A OR4G4P OR4G11P OR4F5 CICP27 RNU6-1100P ATAD3A TMEM240 SSU72 MIB2 TMEM88B SLC2A7 LINC01772 CROCCP3 RNU1-1 LINC01783 RNU1-6P PDE4DIPP8 MST1P2 RNU1-3 ACTRT2 MIR4251 LDLRAD2 HSPG2 CELA3B RN7SL386P RNU6-1022P CELA3A RN7SL186P RNU6-776P LINC01635 LINC00339 CDC42-AS1 CDC42-IT1 MPHOSPH6P1 WNT4 ENSG00000285873 MIR4418 EIF1AXP1 ESPNP CROCC CROCCP4 RNU1-4 MST1L ENSG00000228549 HTR1D SLC35E2A MIR3115 RNU6-514P RNU6-135P KDM1A MYOM3 MYOM3-AS1 IL22RA1 IFNLR1 LINC02800 GRHL3-AS1 TEX46 CFAP74 FHAD1 EIF4G3 LUZP1 ENSG00000260063 PIGV RN7SL165P ZDHHC18 SFN GPN2 GPATCH3 NUDC NR0B2 RPL12P13 RPL32P6 OSTCP2 TRNP1 TENT5B CATSPER4 CEP85 LIN28A DHDDS-AS1 HMGN2 UBXN11 CNR2 BTBD6P1 MIR378F H3P1 PNRC2 SRSF10 ENSG00000215905 GRHL3 ARID1A NBPF1 ESPN SRRM1 NPPA ASAP3 CCNL2 KDF1 KLHL17 ELOA HMGCL FUCA1 OR4F16 RSC1A1 SPATA21 CLCNKB VWA5B1 KLHL21 PHF13 LINC01672 UBR4 AKR7L MRTO4 AKR7A3 AKR7A2 RNU6-1099P SLC66A1 RN7SL277P RNU6-731P DNAJC11 PRDM2 RHCE EMC1 PRKCZ CALML6 HP1BP3 AGTRAP C1orf167-AS1 MTHFR C1orf167 THAP3 KCNAB2 LNCTAM34A EPHA2-AS1 LINC02606 MDS2 RNU6-1199P MIR200B MIR200A MIR429 PERM1 MIR4253 LACTBL1 C1QA C1QC C1QB CDC42 SLC25A34 SLC25A34-AS1 TMEM82 FBLIM1 RPL12P14 SPEN-AS1 SPEN PPP1R11P1 PDE4DIPP10 NBPF2P HS6ST1P1 CROCCP5 NBPF3 PFN1P10 LINC02596 RAP1GAP USP48 UQCRHL ALPL KIF1B ARHGEF16 MIR551A TPRG1L WRAP73 TP73 TP73-AS3 TP73-AS2 TP73-AS1 MEGF6 DHRS3 RNU6ATAC18P MIR6730 AADACL3 CFAP107 PRAMEF12 PRAMEF1 LINC01784 PRAMEF11 PRAMEF30P HNRNPCL1 PRAMEF2 PRAMEF4 PRAMEF10 RNU6-1072P PRAMEF29P PRAMEF6 PRAMEF13 PRAMEF31P PRAMEF32P RNU6-771P PRAMEF33 AADACL4 PRAMEF7 PRAMEF5 PRAMEF8 PRAMEF20 LRRC38 LINC01647 FBXO2 FBXO44 FBXO6 DRAXIN PRAMEF19 MAD2L2 PRAMEF26 CRYBG2 TNFRSF18 SDF4 B3GALT6 C1QTNF12 UBE2J2 LINC01786 SCNN1D MIR6726 ACAP3 PUSL1 INTS11 MIR6727 CPTP TAS1R3 DVL1 MIR6808 MXRA8 AURKAIP1 NDUFB4P8 TMEM222 RNU6-48P ACTG1P20 SYTL1 MAP3K6 CD164L2 GPR3 TMEM201 PIK3CD-AS1 CLSTN1 MZT1P1 CTNNBIP1 LZIC RN7SKP269 TMEM274P MIR5697 PIK3CD PRAMEF25 VAMP3 PER3 UTS2 TNFRSF9 PARK7 ERRFI1 RPL7AP18 HSPE1P24 CFL1P6 C1orf127 CHCHD3P3 NPM1P39 SNRPEP7 WDTC1-DT WDTC1 WASF2 FCN3 PLA2G2A PRAMEF18 ZNF593OS TTC34 TAS1R2 TNFRSF4 MASP2 CAMTA1-DT RNU1-8P CAMTA1-IT1 CAMTA1-AS2 CAMTA1-AS1 CAMTA1 MIR1290 IFFO2 MIR34AHG CROCCP2 ANO7L1 GNB1-DT PRDM16-DT LINC00115 LINC01141 ZPLD2P LINC01128 MRPL20-AS1 LINC02766 ENSG00000238142 TNFRSF14-AS1 ZNF436-AS1 PIK3CD-AS2 ENSG00000217801 LINC01134 EMC1-AS1 ELOA-AS1 EXOSC10-AS1 ANGPTL7 RNU6-291P RPL39P6 UBIAD1 UBE2V2P3 MTOR DPPA2P2 RPS6KA1 MIR1976 RN7SL679P RNU7-29P RPL23AP24 WBP1LP7 OR4F29 CICP7 DHDDS chr1q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q21 NBPF17P RPL7AP15 LINC01731 KMT2CP3 PIP5K1A HYDIN2 SCNM1 FLG FLG-AS1 FLG2 GATAD2B NPR1 SLC27A3 GABPB2 FMO5 GEMIN2P1 RPS29P29 PDE4DIPP6 LYSMD1 NUP210L LINC02799 LINC02806 GPR89A INTS3 PFN1P12 NKAIN1P1 LINC02805 TNFAIP8L2 SEC22B4P LINC00624 ILF2 ENSG00000287978 LINC02802 CCT8P1 LINC01138 RNVU1-25 RNVU1-22 RNA5SP536 MIR5087 RNVU1-1 RNA5SP533 RNU1-155P MIR6077 RNVU1-2 RNVU1-3 RNVU1-21 RNVU1-29 RN7SL372P MIR8083 RNA5SP57 EFNA4 EFNA3 PSMD4 RN7SL261P GJA5 GJA8 GPR89B PDZK1P1 LINC02804 RNU1-129P RNVU1-7 PDE4DIPP1 PFN1P4 ABHD17AP1 DENND4B CRTC2 MIR6737 CREB3L4 JTB RAB13 RPS27 RNU6-179P RPS7P2 MIR5698 OR13Z1P OR13Z2P OR13Z3P ACP6 RNU1-114P RNVU1-17 RNVU1-23 RNVU1-18 FAM91A3P LINC02591 RNU1-143P PDE4DIPP3 FCGR1CP H2BP2 RPL22P5 SRGAP2D IGKV1OR1-1 LCE3B LCE3A LCEP4 LCEP3 LCE2D LCE2B LCE2A MIR6878 ECM1 FALEC ADAMTSL4-AS2 MIR4257 RN7SL473P RN7SL600P ENSA GOLPH3L HORMAD1 RNU6-1042P UBE2D3P3 ADAMTSL4-AS1 MCL1 RNU7-57P RPSAP17 IL6R-AS1 PSMD8P1 SHE ARNT RNU6-1309P RPS27AP6 CYCSP51 SLC39A1 CTSK CTSS TDRD10 UBE2Q1 UBE2Q1-AS1 ADAR RNVU1-30 FAM91A2P PDE4DIPP7 RNU1-68P H3C13 H2BC19P H2BC20P H2AC20 H2AC21 BOLA1 SV2A SF3B4 FCGR1A ADAMTSL4 SNX27 CELF3 RIIAD1 MRPL9 OAZ3 LINGO4 C2CD4D-AS1 THEM5 THEM4 KRT8P28 S100A10 NBPF18P C1orf68 LCEP2 LCEP1 LCE1F LCE1E LCE1D CERS2 ANXA9 PRUNE1 RNU6-884P BNIPL C1orf56 CDC42SE1 MLLT11 BCL9 RPRD2 NBPF19 FAM72C LCE4A LCE1C H3-7 HMGN3P1 CRNN LCE5A CRCT1 LCE3E LCE3D RN7SL44P S100A6 S100A4 S100A3 S100A2 S100A16 S100A14 S100A13 S100A1 CHTOP SNAPIN LCE1B LCE1A LCE6A SMCP IVL LINC01527 SPRR4 SPRR3 SPRR1B SPRR2D SPRR2A SPRR2B SPRR2E SPRR2F SPRR2C SPRR2G PMVK PBXIP1 PYGO2 SHC1 CKS1B MIR4258 FLAD1 ZBTB7B DCST2 DCST1 DCST1-AS1 ADAM15 MTMR11 OTUD7B RPL6P31 LINC01632 KMT2CP1 FAM72D LINC01145 ANKRD35 ITGA10 PEX11B LIX1L-AS1 LIX1L ANKRD34A POLR3GL TXNIP HJV RNVU1-6 NBPF10 RNU6-1071P NUDT4P2 RNA5SP529 DRD5P2 KMT2CP2 RNVU1-15 PFN1P6 RNVU1-26 RNVU1-2A RNVU1-28 NOTCH2NLC S100A11 SPTLC1P4 ENSG00000285818 TCHHL1 PUDPP2 RPTN LINC02962 HRNR NBPF15 RNVU1-14 PFN1P3 MINDY1 CHD1L TARS2 TDRKH NBPF11 H3C15 H2BC18 H4C15 H2AC19 H2AC18 H2BC21 H4C14 H3C14 LCE2C LCE3C NUDT17 PIAS3 MIR6736 RBM8A SEC22B2P PPIAL4C PPIAL4D PPIAL4E PPIAL4F PPIAL4G PPIAL4H SETDB1 LENEP TMOD4 VPS72 SEMA6C S100A5 TCHH LINC01719 ENSG00000284738 ENSG00000231827 CTXND2 KPRP C2CD4D RNA5SP59 SRGAP2B SPRR1A PFN1P8 RNU1-151P SSBL4P RNVU1-8 NBPF13P PRKAB2 PDIA3P1 RNVU1-27 RNU6-1171P NUDT4B SEC22B3P PDE4DIP RN7SKP88 RNU2-38P RNVU1-24 RNU6-239P RNU6-121P AQP10 ATP8B2 TPM3 RN7SL431P MIR190B CFAP141 C1orf43 UBAP2L SNORA58B RNU6-1062P RNU6-662P RORC HAX1 CHRNB2 KCNN3 ENSG00000229699 LELP1 PRR9 RPLP0P4 LORICRIN PGLYRP3 PGLYRP4 RNU6-160P S100A9 S100A12 LAPTM4BP1 S100A8 S100A15A S100A7A S100A7P1 S100A7 S100A7L2 PLEKHO1 LINC02988 RN7SL480P ANP32E RNU2-17P CA14 APH1A C1orf54 CIART MRPS21 PRPF3 VPS45 IL6R PDZK1 CD160 RNF115 POLR3C NBPF9 RNU1-153P RNU1-154P RNVU1-31 PDE4DIPP5 NBPF25P NBPF20 NBPF12 SPRR5 NOTCH2NLB LCE7A NOTCH2NLA NBPF14 ENSG00000286391 LSP1P5 LINC00869 TDRKH-AS1 GNRHR2 JTB-DT ZNF687-AS1 ZNF687 PI4KB RN7SL444P RFX5 RFX5-AS1 SELENBP1 PSMB4 RNY4P25 CGN TUFT1 MIR554 POGZ chr1q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q22 EFNA1 SLC50A1 HMGN2P18 KRTCAP2 MIR92B THBS3 MTX1P1 GBA SCAMP3 CLK2 HCN3 PKLR DAP3 MSTO2P SYT11 RIT1 KHDC4 SNORA80E SCARNA4 MIR6738 ARHGEF2-AS2 ARHGEF2-AS1 SSR2 UBQLN4 RAB25 PMF1-BGLAP BGLAP SMG5 TMEM79 CCT3 RHBG MIR9-1 MEX3A VHLL DPM3 RXFP4 RUSC1-AS1 MIR555 RNU6-106P ASH1L-IT1 RNU6-1297P POU5F1P4 DAP3P1 FDPS TSACC PAQR6 ASH1L IQGAP3 NAXE YY1AP1 TTC24 MTX1 SLC25A44 LMNA FAM189B SEMA4A TRIM46 MEF2D MUC1 GON4L PMF1 RUSC1 ARHGEF2 LAMTOR2 ASH1L-AS1 MSTO1 GLMP GBAP1 THBS3-AS1 MIR9-1HG chr1q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q23 CD5L LINC02772 ELL2P1 OR10AE1P MRPS21P2 KCNJ9 RGS5 ENSG00000236957 LMX1A-AS1 IGSF8 CD1D CASQ1 PIGM ENSG00000227741 CD48 RXRG ATP1A2 ENSG00000198358 PRELID1P7 KIRREL1 OR10J5 SETP9 KCNJ10 NUF2 KIRREL1-IT1 LY9 LMX1A LMX1A-AS2 ITLN2 SLAMF7 ATP1A4 FCRL1 NOS1AP ITLN1 LINC01704 RGS5-AS1 PPIAP37 HMGB3P6 CD244 NMNAT1P2 RNU5F-6P RNA5SP62 RNA5SP63 APCS CRPP1 CRP DUSP23 FCRL6 SLAMF8 VSIG8 ENSG00000272668 CFAP45 MIR4259 SLAMF9 SNHG28 OR10J6P TAGLN2 PEA15 UFC1 PPOX B4GALT3 ADAMTS4 FCER1G APOA2 TOMM40L MIR5187 NR1I3 PCP4L1 CFAP126 RRM2P2 RNU6-481P MPZ INSRR HSPA6 RPS23P10 HSPA7 RPS23P9 RPL31P11 CD1A HMGN1P5 CD1C CD1B CD1E OR10T2 OR10T1P EI24P2 OR10R3P OR10R1P HSP90AA3P F11R GLRX5P2 TSTD1 USF1 ARHGAP30 NECTIN4 NECTIN4-AS1 KLHDC9 PFDN2 NIT1 DEDD SDHC NDUFS2 MPTX1 OR10J2P OR10J7P OR10J8P OR10J9P FCRLA RN7SL466P DUSP12 ATF6 HAPLN2 BCAN-AS1 BCAN NES CRABP2 ISG20L2 METTL25B MRPL24 HDGF PRCC SH2D2A LRRC71 MIR765 RN7SL612P NTRK1 OLFML2B OR10K2 OR10X1 OR6K1P OR6K3 OR6K4P OR6K5P OR2AQ1P OR10AA1P MNDA OR10J3 OR6Y1 OR10K1 OR6N1 OR10Z1 SPTA1 OR6P1 OR6K2 CADM3 RNA5SP60 CADM3-AS1 ACKR1 OR10J4 OR10J1 LINC02819 FCER1A PEAR1 ARHGEF11 SMU1P1 KRT8P45 ETV3L ETV3 CYCSP52 SLAMF1 IGSF9 OR6N2 RN7SL861P HSD17B7 RGS4 CCDC190 FCGR2C FCGR2B UQCRBP2 UAP1-DT UAP1 PYHIN5P PYHIN1 IFI16 AIM2 RAD1P2 DCAF8 RPSAP18 PEX19 SUMO1P3 NHLH1 RNU4-42P SLAMF6 CD84 COPA FCRL5 FCRL4 FCRL3 VDAC1P9 FCRL2 VANGL2 USP21 MIR4654 RNA5SP61 MIR556 SPATA46 C1orf226 SH2D1B SLAMF6P1 UHMK1 DDR2 PYDC5 GPATCH4 FCGR2A FCGR3A FCGR3B NCSTN RNU6-171P PBX1-AS1 RPL35AP7 RNU6-755P PBX1 OR6K6 FCRLB OR10R2 SMIM42 DCAF8-DT ATF6-DT LINC01133 chr1q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q24 FMO8P RPL7AP19 MPC2 FMO11P C1orf112 FAM78B MGST3 TIPRL NME7 RCSD1 SFT2D2 FAM78B-AS1 UCK2 XCL2 POU2F1 CNN2P10 KIFAP3 RPL34P1 MRPS10P1 METTL18 ANKRD36BP1 GPA33 XCL1 TBX19 GCSHP5 SCYL3 QRSL1P1 ISCUP1 MPZL1 FMO7P ADCY10 SELE SELL DPT SIGLEC30P RPS3AP10 PRRX1 FMO10P SRP14P4 RPL7AP21 LINC01142 ILDR2 LINC01675 FMO9P TADA1 HMGB1P11 RPL4P2 FMO4 FMO1 SUCO TOP1P1 DUTP6 SELP STYXL2 MAEL LINC01363 LINC01681 RNA5SP64 RNU6-1310P MIR557 MIR921 MIR1255B2 MIR3119-1 MIR3119-2 MIR3658 RN7SL333P RNA5SP65 RN7SL269P ENSG00000215838 TMCO1-AS1 LRRC52 NTMT2 HAUS4P1 GORAB-AS1 POGK TMCO1 AIMP1P2 GM2AP2 CYCSP53 MYOC GPR161 GORAB MROH9 FMO3 MIR1295A MIR1295B FMO6P FMO2 PFN1P1 RPL4P3 VAMP4 METTL13 DNM3 DNM3-IT1 DNM3OS MIR214 MIR3120 MIR199A2 RNU6-157P PIGC C1orf105 PRRC2C MYOCOS ALDH9A1 DCAF6 BLZF1 CCDC181 SLC19A2 F5 RNA5SP66 LINC00626 SUMO1P2 LINC00970 RPL29P7 ENSG00000237707 ATP1B1 RNU6-693P SLC25A38P1 FASLG AKR1D1P1 CREG1 CD247 POU2F1-DT ENSG00000228697 LRRC52-AS1 chr1q25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q25 TNFSF4 LAMC1 TNR FAM20B RPSAP16 QSOX1 LAMC1-AS1 TNR-IT1 LINC01657 CRYZL2P-SEC16B NIBAN1 LHX4 LAMC2 RPS29P4 LINC02818 LINC01633 LINC02803 NMNAT2 TDRD5 CEP350 RPS29P5 PRDX6 ZNF648 TOR3A RNF2 IVNS1ABP ASTN1 TRMT1L SOAT1 FTH1P25 MRPS14 SLC9C2 DHX9-AS1 CACYBP ENTR1P2 GS1-279B7.1 DHX9 TEDDM2P SWT1 COP1 LINC01741 RPL22P24 MORF4L1P7 MCRIP2P2 YPEL5P1 RPL5P5 PAPPA2 GOT2P2 RNASEL EIF1P3 SHCBP1L PTP4A1P7 HMGN1P4 KIAA0040 RGSL1 BRINP2 COX5BP8 ANKRD45 KRT18P28 ABL2 BANF1P4 ACBD6 XPR1 COLGALT2 VDAC1P4 RABGAP1L-AS1 RABGAP1L-DT SETP10 TEX50 NDUFAF4P4 RABGAP1L-IT1 GPR52 KLHL20 EIF4A1P11 OVAAL TEDDM1 LINC00272 ENSG00000261729 HMCN1 LINC01350 RNU6-41P RNU6-307P RNU7-183P RNA5SP72 RN7SL230P RNU2-12P SCARNA3 MIR3121 MIR488 RNU6-152P GLUL RN7SL654P C1orf21-DT C1orf21 RGL1 DARS2 GAS5-AS1 RC3H1 RC3H1-IT1 RPL30P1 TOR1AIP2 TOR1AIP1 SERPINC1 TSEN15 IER5 TNFSF18 CENPL RABGAP1L NPL LINC02816 KIAA1614 KIAA1614-AS1 STX6 LINC01732 MR1 MIR4424 RALGPS2-AS1 RALGPS2 PTPN2P1 SNORA63 ANGPTL1 TNN SEC16B FAM163A EDEM3 RNU7-13P RPS3AP8 ARPC5 APOBEC4 SMG7 RC3H1-DT RGS16 LINC01686 LINC01688 RGS8 RN7SKP160 ZBTB37 RNA5SP67 RNA5SP68 CRYZL2P RASAL2-AS1 RASAL2 TEX35 C1orf220 RNA5SP69 NCF2 CLEC20A SMG7-AS1 LINC01699 CACNA1E RNA5SP70 RN7SKP229 AXDND1 MEF2AP1 HNRNPA1P54 NPHS2 RNU5F-2P COP1-DT LINC01344 PRDX6-AS1 LINC01645 GAS5 chr1q31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q31 LINC01701 FDPSP1 LINC01720 TPR LINC01680 EEF1A1P14 LINC02770 HNRNPA1P46 BRINP3 LHX9 PRR13P1 LINC01035 ENSG00000287364 C1orf53 RGS18 ODR4 LINC01724 CLPTM1LP1 PLA2G4A RPS3AP9 RPL23AP22 BRINP3-DT SLC4A1APP2 GAPDHP75 NEK7 RGS21 RGS1 PDC-AS1 PDC RNU6-983P RNA5SP73 RN7SKP156 RNU6-1240P ZNF101P2 SCARNA18B CDC73 MIR1278 B3GALT2 LINC01031 SEPTIN14P12 MRPS21P3 ZBTB41 F13B PRG4 RO60 GLRX2 UCHL5 KCNT2 PTGS2 DENND1B EEF1A1P32 FAM204BP CRB1 ASPM LINC01036 MIR4735 CFHR3 CFH ATP6V1G3 PEBP1P3 PTPRC RGS13 MIR4426 RGS2 RN7SKP126 RPS27AP5 CFHR1 CFHR4 CFHR5 CFHR2 ENSG00000289995 PACERR chr1q32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q32 DDX59 LPGAT1-AS1 DDX59-AS1 HSPE1P6 LINC02775 MFSD4A NR5A2 CBX1P3 ELK4 INTS7 TFDP1P1 ATP5MC2P1 SMYD2 LINC01696 KDM5B ERLNC1 LINC01698 DTL BATF3 SOX13 BTG2 RPL21P28 SLC26A9 SLC45A3 LINC01222 LINC01221 LARP7P1 TMCC2-AS1 PPP1R12B NEK2 PRELP REN LINC00303 FMOD CYCSP4 NSL1 LINC00538 LINC02773 LRRN2 PPP2R5A OPTC ATF3 PLXNA2 SPATA45 ETNK2 LPGAT1 PROX1 RPL23AP18 PFKFB2 NENF LINC01740 TATDN3 BPNT2P1 CAMK1G LINC02771 LINC01735 LAMB3 DSTYK IPO8P1 LINC02769 GARIN4 RNPEP ANGEL2 RPS26P13 CCNQP1 KCNH1-IT1 SYT2 LINC02789 RPS6KC1 TMCC2 PM20D1 RPL23AP16 LINC01717 PRELID1P5 LINC01774 ENSG00000236468 FLVCR1 SLC41A1 RPL31P13 ELF3-AS1 LMOD1 KCNH1 RBBP5 KIF14 ZNF281 NUCKS1 TIMM17A RPL10P4 RAB29 HHAT RNU6-716P RNU6-778P SNORA16B RNU6-609P RNU6-570P MIR205 RN7SL344P MIR6740 RNU6-487P RNU6-89P SNORA70H RNU2-19P SNORA72 RNU5A-8P SNORA70 MIR3122 RN7SKP98 RNU6-418P CR1L CD46P1 CDCA4P3 CDCA4P4 CD34 LINC02767 NSA2P1 SNORA77 LAX1 RPL35AP5 SNRPE KRT8P29 PACC1 RCOR3 ATP2B4 MAPKAPK2 IL24 FCMR PIGR FCAMR C1orf116 RAB7B CTSE ZC3H11A TRAF5 SNX25P1 ARPC3P2 SLC30A1 LINC01693 FDPSP8 RD3 RPL34P6 GPR25 MROH3P RNU6-704P KIF21B TMEM9 IGFN1 CACNA1S RNA5SP75 TMEM81 IL20 ARL8A GPR37L1 NFASC CNTN2 CDK18 GOLT1A PLEKHA6 LINC00628 PPP1R15B-AS1 RNA5SP74 DYRK3 RHEX AVPR1B AVPR1B-DT RPL22P4 FAM72A SRGAP2 IKBKE MIR6769B C1orf147 RASSF5 RPL7AP20 EIF2D VASH2 ASCL5 ELF3 CRIP1P3 PTPRVP LGR6 PTPN7 PPP1R15B MDM4 KISS1 IL19 PKP1 TNNT2 LAD1 TNNI1 PHLDA3 CSRP1 CSRP1-AS1 RPS10P7 IPO9-AS1 MIR5191 RNU6-501P MIR1231 IPO9 MIR6739 SHISA4 NAV1 KLHL12 HNRNPA1P59 ADIPOR1 CYB5R1 MGAT4FP TMEM183A MYOG ADORA1 MYBPH CHI3L1 SLC25A39P1 MGAT4EP ACTG1P25 RABIF CHIT1 NPM1P40 PPFIA4 PIK3C2B LINC00862 MIR205HG MIR29C MIR29B2 CD46 YOD1 C4BPB C4BPA C4BPAP1 MIR4260 G0S2 HSD11B1 ADORA2BP1 TRAF3IP3 C1orf74 IRF6 UTP25 CAMSAP2 INAVA DYRK3-AS1 IL10 ZBED6 MIR181B1 MIR181A1 SERTAD4 ST13P19 UBE2T NUAK2 KLHDC8A SNRPGP10 LEMD1-AS1 LEMD1 MIR135B LEMD1-DT BLACAT1 C4BPAP2 LINC02942 CD55 CR2 CR1 RNA5SP534 SYT14 PCAT6 BTG2-DT LINC02608 ENSG00000286383 TUBA5P PROX1-AS1 MIR181A1HG MIR29B2CHG LINC01353 HSD11B1-AS1 SERTAD4-AS1 LINC00467 NEK2-DT FLVCR1-DT chr1q41 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q41 DUSP10 LYPLAL1 LINC01655 GPATCH2 CAPN8 SPATA17 LINC02257 LYPLAL1-AS1 RIMKLBP2 LINC02474 SPATA17-AS1 USH2A-AS2 LINC01705 UBBP2 RRP15 LINC00210 PTPN14 LINC01653 TGFB2 TGFB2-OT1 QRSL1P2 KRT18P12 LINC02869 ENSG00000286421 LINC01710 USH2A LINC02817 NXNP1 UBE2V1P13 ABHD17AP3 KCTD3 VDAC1P10 GAPDHP24 RNU1-141P RNU6-403P CICP13 RNU6-791P HHIPL2 TAF1A TAF1A-AS1 MIA3 AIDA BROX NDUFB1P2 ENSG00000287338 TLR5 DISP1 KCNK2 RNU6ATAC35P LINC01352 HLX-AS1 HLX RPL7AP81 PRELID3BP1 LINC02779 MARK1 RN7SL464P HDAC1P2 C1orf115 SUSD4 RNU4-57P CCDC185 CENPF EPRS1 BPNT1 IARS2 MIR215 MIR194-1 RPS15AP12 RAB3GAP2 MIR664A SNORA36B SNX2P1 MORF4L1P1 AURKAP1 XRCC6P3 RPLP0P5 FAM177B MTARC2 MTARC1 SLC30A10 RNA5SP76 ZC3H11B SNRPEP10 RNU6-1248P CAPN2 PHB1P11 ACTBP11 TP53BP2 USH2A-AS1 MRPS18BP1 ESRRG LYPLAL1-DT TGFB2-AS1 chr1q42 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q42 TUBB8P9 TARBP1 FTH1P2 EDARADD RHOU NID1 ZNF678 LINC02815 ISCA1P2 LINC02814 RAB4A TOMM20 FBXO28 GNPAT GALNT2 LINC01132 SPRTN EGLN1 LINC02961 GNG4 TUBB8P10 LINC00184 TSNAX-DISC1 ENSG00000228044 SNRPD2P2 TSNAX DISC1-IT1 EXOC8 PGBD5 ENSG00000233461 NUP133 RAC1P7 SLC35F3-AS1 RPS7P3 PCNX2 CNIH3 SLC35F3 ARID4B TMEM78 MAP3K21 NTPCR LINC01682 RBM34 KCNK1 LINC00582 RN7SL299P RNU4-77P SNORA14B MIR4427 MIR4671 RNY4P16 RN7SL668P RNA5SP80 RNU5A-5P RN7SKP49 RNA5SP77 FAM89A MIR1182 C1orf131 COA6 DISC1 RNU6-1211P LINC01745 LINC01744 TBCE RPS21P1 MTCYBP14 MTND6P14 MTND5P19 MTND4P10 MTND4LP21 MTND3P8 MTCO3P46 B3GALNT2 NUP133-DT ABCB10 RNU4-21P RNA5SP78 HMGN2P19 URB2 HMGB1P26 SDE2 H3-3A-DT H3-3A LINC01703 ACBD3 ACBD3-AS1 MIXL1 DEGS1 SNORA72 ENSG00000237101 NVL MIR320B2 RNU6-1008P CNIH4 MIR4742 AKR1B1P1 CNIH3-AS2 DNAJB6P6 YBX1P9 RPS3AP7 RN7SKP165 CDKN2AIPNLP1 WNT3A LINC02809 MIR3620 C1orf35 MRPL55 CIAO2AP2 GJC2 IBA57-DT IBA57 OBSCN-AS1 TRIM11 MIR6742 TRIM17 RPL23AP15 MIR4666A BTNL10 RNA5SP19 RNA5SP162 WDR26 ITPKB-AS1 RPS27P5 COQ8A PARP1 GUK1 FAM133FP ZNF847P SNAP47-AS1 LIN9 LINC01737 COG2 CAPN9 RNA5SP79 C1orf198 RN7SL837P PSEN2 RNU1-74P RNA5S1 RNA5S2 RNA5S3 RNA5S4 RNA5S5 RNA5S6 RNA5S7 RNA5S8 RNA5S9 RNA5S10 RNA5S11 RNA5S12 RNA5S13 RNA5S14 RNA5S15 RNA5S16 RNA5S17 RNA5SP18 DUSP5P1 OBSCN RNU6-1304P SRP9 LEFTY3P TMEM63A LEFTY1 MIR6741 LEFTY2 NDUFA3P3 EPHX1 SNAP47 IRF2BP2 JMJD4 CCSAP RNU6-180P RN7SKP276 ACTA1 CNIH3-AS1 LINC02813 LBR DNAH14 MAP10 TRIM67 SIPA1L2 LINC01641 NUCKS1P1 BTF3P9 ITPKB H3-4 H2BU2P PYCR2 CDC42BPA STUM H2AW H2BU1 RNF187 RAB4A-AS1 LNCATV GPR137B RNU2-70P ERO1B MIR4753 RPL23AP23 GGPS1 ENAH AGT LDHAP2 LYST-AS1 MIR1537 RNU6-968P LINC02768 LYST CICP5 RNU6-1319P SEPTIN7P13 TTC13 ARV1 TRIM67-AS1 WNT9A MIR5008 CICP26 SEPTIN14P17 ARF1 PRSS38 TAF5L LINC01354 GTF2IP20 LINC02971 LINC01736 LINC02765 ENSG00000286389 LINC01348 ITPKB-IT1 ENSG00000232628 ENSG00000286071 COA6-AS1 chr1q43 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q43 LINC01139 SEPTIN14P21 CICP21 KRT18P32 LINC01347 MIPEPP2 CEP170 RPL10AP5 RSL24D1P4 YWHAQP9 PLD5 ENSG00000237250 SDCCAG8 RNU6-747P RNU6-725P RN7SKP12 THAP12P8 RFKP1 HNRNPA1P42 MIR3123 ENSG00000224348 CHRM3-AS2 CHRM3-AS1 RPS7P5 ADH5P3 CHRM3 LGALS8-AS1 HEATR1 RPSAP21 RPL35P1 MT1HL1 ENO1P1 LGALS8 FCF1P7 MIR4677 MTR FMN2 GREM2 RNU5F-8P ACTN2 FH KMO OPN3 CHML RPL6P3 EXO1 RPL23AP20 BECN2 CFL1P4 MAP1LC3C TUBB8P6 WDR64 ENSG00000230015 RGS7 RYR2 RN7SKP195 MIR4428 ZP4 MTCO1P38 MTCYBP15 MTND6P15 MTND5P18 chr1q44 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr1q44 SCCPDH TFB2M CATSPERE RPL35AP6 CYCSP5 CNST KIF28P DESI2 KIF26B RPL7AP82 LYPD9P LINC01341 OR2L6P OR2L9P OR2T32P C1orf100 OR2L1P ZNF672 AHCYP8 ZNF695 SMYD3-IT1 TGIF2P1 ZNF670-ZNF695 ZNF692-DT LINC01743 PGBD2 RPL23AP25 SMYD3-AS1 ZNF670 ADSS2 CHCHD4P5 LYPD8 DPY19L4P1 SH3BP5L SMYD3 RNU6-1283P RNU6-1205P MIR3124 LINC02897 FGFR3P6 ZNF731P MIR3916 RNA5SP82 VN1R17P VN1R5 OR2W5P GCSAML OR2G2 OR2G3 OR3D1P AHCTF1 ZNF692 LINC02774 RN7SL148P OR2M7 OR14C36 OR2T3 OR2T5 OR2AS2P OR2AS1P OR2T34 OR14I1 ZNF669 FABP7P1 AKT3-IT1 AKT3 OR2L2 OR2L3 OR2M4 OR2T35 OR2L5 OR2T27 OR14A16 HSD17B7P1 OR6R1P OR11L1 TRIM58 OR2W3 OR2AJ1 CLK3P2 OR2X1P OR2L8 OR2T6 OR2M1P OR2M5 OR2M2 OR2T8 OR6F1 OR14A2 OR14K1 OR9H1P OR2T12 OR2T33 OR2T29 OR2G6 OR2T2 OR13G1 OR1C1 OR2M3 OR2T10 OR2T11 OR2T4 ZNF124 ZNF496 RN7SKP55 RNU6-947P RNU6-1089P RNU6-999P RNU1-132P KIF26B-AS1 DNAJC19P8 EFCAB2 OR2B11 OR2T1 OR2C3 COX20 HNRNPU ZNF496-DT NLRP3 OR2T7 ZBTB18 OR2AK2 OR2L13 OR14L1P ENSG00000284188 chr10p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p11 CKS1BP2 ZNF33BP1 ACTR3BP5 PABPC1P12 RPS24P13 ZNF37CP RPS4XP11 HSD17B7P2 CHEK2P5 CICP9 SLC9B1P3 ZNF33CP LINC00838 NAMPTP1 ARHGAP12 PCAT5 NRP1 JCAD LINC02630 KIF5B ABCD1P2 LINC02628 MKNK2P1 LINC02664 PLD5P1 ZNF25 ZNF25-DT RPL7P37 TLK2P2 MTND5P17 ZNF33A MTND4P18 CCNY GJD4 PPIAP31 RPL34P19 PTCHD3P1 HMGB1P7 MIR604 MIR938 RNU6-908P RN7SL825P RNU7-22P RN7SL398P MIR4683 RNU6-1118P RNU6-795P RNU6-598P EEF1A1P39 DNM1P17 GOLGA2P6 RN7SL241P MIR7162 NIFKP1 CCND3P1 MAP3K8 HNRNPA1P32 RN7SL63P MTPAP RNA5SP309 SPTLC1P1 AK3P5 MTND4LP11 RPL7AP53 ITGB1 EPC1 ZNF248 FZD8 ZEB1 ARL6IP1P2 RNU6-811P LINC00993 RN7SL314P TMEM161BP1 VN1R53P EIF3LP3 FXYD6P2 CCNYL4 ZNF37A SVIL LINC02635 MIR3611 RNU7-77P ATP6V1G1P4 CUL2 LINC02634 RNU6-794P RNU6-1167P CCNY-AS1 CREM RN7SL847P EPC1-AS1 RNU6-1244P CCDC7 C1DP1 LYZL2 SVIL2P LINC02644 DDX10P1 RPL23P11 LINC02629 PARD3 ELOBP4 RPL37P18 RPS12P16 PARD3-DT SS18L2P1 RNU6-847P RNU6-193P PRDX2P2 ANKRD30A ZNF438 TACC1P1 MTND1P18 ITGB1-DT SEPTIN7P9 SVIL-AS1 IATPR ZEB1-AS1 MACORIS chr10p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p12 MTND1P37 FAM238B HMGN1P20 LINC01516 MTND2P16 MRC1 SELENOOLP ARL5B GPR158-AS1 ARMC3 NSUN6 LINC03028 PIP4K2A C10orf67 MALRD1 LINC01517 ST8SIA6 GAD2 MKX ODAD2 HNRNPRP1 SLC39A12 AMD1P1 RPL21P93 MYO3A MSRB2 FAM238A PTF1A PRTFDC1 RPL36AP55 HIRAP1 MKX-AS1 HSPA8P3 ENKUR DNAJC1 GPN3P1 UBE2V2P1 YWHAZP3 PLXDC2 MRPS21P5 AIFM1P1 SPAG6 PDSS1 APBB1IP SLC39A12-AS1 THNSL1 LYZL1 GPR158 C10orf67-AS1 RNU6-1212P RNA5SP303 MIR511 RNU6-1141P RN7SKP219 RN7SKP37 RNA5SP307 RNA5SP306 RNU6-413P RNA5SP304 RN7SKP132 RNA5SP308 RNU6-632P RN7SKP220 EIF4BP2 NPM1P30 NEBL-AS1 LUZP4P1 RNU6-15P MIR4675 MTND1P21 LINC02643 MRM3P1 MIR1915 SKIDA1 RNU6-306P RNU6-946P FAM238C RNU6-490P MASTL RNU2-24P RNU7-12P LRRC37A6P ANKRD26 NEBL RNU6-666P RNU6-452P LINC02673 FAM210CP TRIAP1P1 PTCHD3 ACBD5 ABI1 MLLT10 RNA5SP305 RN7SKP241 PRPF38AP2 HACD1 STAM-DT STAM TMEM236 MIR8086 MPP7-DT ZNF101P1 LINC02652 RPSAP10 RN7SKP39 WAC-AS1 RNU4ATAC6P TPRKBP1 RNU6-1067P BAMBI RNU6-270P LINC00837 RAB18 ODAD2P1 LINC02680 MPP7 ARHGAP21 CACNB2 YME1L1 ADIPOR1P1 EBLN1 PSME2P6 RPL31P45 COMMD3 COMMD3-BMI1 BMI1 LINC00836 OTUD1 KIAA1217 NUP35P1 MIR603 WAC MIR1915HG ST8SIA6-AS1 ENSG00000233968 chr10p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p13 SEPHS1 CCDC3 ACBD7 RPP38 FRMD4A CUBN TRDMT1 C1QL3 MINDY3 RPP38-DT ENSG00000286958 ITGA8 ENSG00000287925 FTLP19 NUTF2P5 RSU1 LINC02654 NMT2 PPIAP30 FAM171A1 GAPDHP45 RN7SL198P RNA5SP300 RNU6-1075P RNU2-18P MIR4293 MIR1265 RNU6ATAC39P MIR4480 MIR4481 MIR548Q OLAH RPSAP7 CDNF HSPA14 ENSG00000284024 PTER FAM107B BEND7-DT RPL6P24 RNA5SP301 CAMK1D BEND7 VIM RPL5P25 OPTN SNRPGP5 BTBD7P1 RPL36AP36 MCM10 RNU6-6P UCMA PHYH RBISP1 RNA5SP302 SUV39H2 MEIG1 OR7E110P OR7E26P OR7E115P DCLRE1CP1 DCLRE1C PRPF18 SUV39H2-DT VIM-AS1 chr10p14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p14 LINC00707 LINC00708 LINC02670 LINC00709 CUX2P1 PRPF38AP1 ECHDC3 CDC123 LINC02648 ATP5F1C CHCHD3P1 HSP90AB7P SEC61A2 LINP1 LINC02676 ELOCP3 ITIH2 LINC02663 NUDT5 KIN KRT8P37 UPF2 ITIH5 USP6NL-AS1 PROSER2 PROSER2-AS1 DHTKD1 RNA5SP299 RNU6-1095P MIR548AK RNU6-88P LINC02665 COX6CP17 RNU6-535P SFMBT2 USP6NL TAF3 GATA3 GATA3-AS1 SFTA1P LINC00710 CELF2-AS2 CELF2-AS1 CELF2 LINC02642 CELF2-DT LINC00706 chr10p15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10p15 DIP2C LINC00701 LINC00700 AKR1C3 LINC00705 ARL4AP3 TUBAL3 ADARB2 ENSG00000236990 LINC02639 LINC02656 AKR1C5P UCN3 KLF6 LINC00703 LINC02645 LINC02662 AKR1C4 LINC02561 RPL26P28 RNU6-576P MIR6078 RNU6-163P RNU6-889P MIR6072 NET1 CALML5 CALML3-AS1 CALML3 ENSG00000287566 ENSG00000287235 RN7SL445P ASB13 GDI2 NRBF2P5 RPL12P28 LASTR TUBB8 IL9RP2 RNA5SP297 RNA5SP298 RN7SL754P LINC00200 PFKP-DT PITRM1-AS1 PITRM1 LINC02668 LARP4B-DT ENSG00000205740 GTPBP4 IDI2 MIR5699 DIP2C-AS1 WDR37 PRKCQ AKR1C2 LINC02649 ADARB2-AS1 LARP4B AKR1E2 AKR1C6P AKR1C1 ANKRD16 FBH1 IL15RA IDI1 IL2RA RPL32P23 RBM17 PFKFB3 RN7SKP78 MIR3155A MIR3155B SDCBPP1 TASOR2 PFKP AKR1C8 ZMYND11 MANCR LINC02660 AKR1C7P LINC02669 LINC00702 ENSG00000225140 IDI2-AS1 PRKCQ-AS1 chr10q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q11 PABPC1P8 DUXAP3 GDF2 FXYD6P1 LINC02658 LINC00840 CUBNP1 ZFAND4 LINC02675 EIF2AP4 ZNF22-AS1 OR13A1 CCNYL2 CTSLP2 EIF3LP2 LINC00841 AGAP10P HNRNPA3P1 UQCRHP3 CTSLP4 CUBNP3 SGMS1-AS1 VN1R54P ANKRD54P1 SPRING1P1 RBP3 BMS1P2 LINC02632 GDF10 ZNF33B CEP164P1 PGGT1BP1 ELOCP30 FAM21FP MARCHF8 TMEM273 ENSG00000231964 ZNF22 A1CF NUTM2HP ANKRD30BP3 MIX23P2 ENSG00000223502 CUBNP2 LINC01518 BMS1 DUSP8P1 OR6D1P RASSF4 RSU1P1 DUXAP4 BEND3P1 KSR1P1 RSU1P2 LINC02659 DEPP1 RPS19P7 IGKV1OR10-1 AGAP9 ZNF488 RNU6-1170P RNU6-885P MIR3156-1 RNA5SP312 RNU6-1207P LINC02881 RPL9P21 RPL35AP24 SNORA74C-2 RNA5SP317 SLC9A3P3 WASHC2A SLC9A3P1 DYNC1I2P1 PRKG1 SHLD2P3 RN7SL453P RHEBP2 FAM25C ANXA8 ASAH2B C10orf71 RPL35AP23 TIMM23 SNORA74C-1 MSMB RPL23AP61 AGAP7P TIMM23B FAM25E RNA5SP310 ANTXRLP1 AGAP14P FAM25BP ANXA8L1 LINC00842 HNRNPA1P33 NPY4R OGDHL MAPK6P6 RPL21P89 TIMM23B-AGAP6 SGMS1 RNU7-107P SHQ1P1 ERCC6 HMGB1P50 CHAT SLC18A3 C10orf53 NCOA4 DRGX PARG MIR5100 LINC02623 LINC01264 RET CSGALNACT2-DT CSGALNACT2 RASGEF1A LINC02633 RNU6ATAC11P ANTXRL SYT15B FAM25G ASAH2 FXYD4 HNRNPF SNORD3J LINC02916 RNU7-193P ZNF239 CAP1P2 ZNF485 ZNF32-AS3 RPL21P88 ZNF32 ZNF32-AS1 ZNF32-AS2 ZNF487 CTSLP3 GLUD1P2 RNA5SP311 PTPN20 FRMPD2B CXCL12 WASHC2C ALOX5 AGAP6 AGAP4 AGAP12P BMS1P7 PTPN20CP FRMPD2 RPS6P14 MAPK8 ARHGAP22 ARHGAP22-IT1 RPL13AP19 TMEM72 RNA5SP315 SYT15 SYT15-AS1 SHLD2P1 LINC02637 RHEBP1 RN7SL248P GPRIN2 WDFY4 TMEM72-AS1 PARGP1 FAM245B AGAP13P FAM21EP MIR4294 VSTM4 FAM170B-AS1 FAM170B LRRC18 NPY4R2 ENSG00000215146 BMS1P1 ZNF37BP LINC00839 C10orf71-AS1 chr10q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q21 TPT1P10 LINC02672 CISD1 RPL26P27 MRPL50P4 SLC25A16 MRPS35P3 MYL6P3 PHYHIPL TATDN1P1 SNRPEP8 UBE2D1 PRKG1-AS1 TMEM14DP RPL31P44 MRLN RPS3AP37 NEK4P3 PRELID1P3 THAP12P3 TET1 DKK1 CCAR1 ZWINT JMJD1C-AS1 TFAM FAM133CP LINC02671 RSU1P3 REEP3 NRBF2 DBF4P1 IPMK RPLP1P10 BICC1 RPL7AP50 ENSG00000235140 MRPL35P2 RPL17P35 ENSG00000224301 CSTF2T CYP2C61P RHOBTB1 FAM13C DNA2 ANXA2P3 TMEM26 RPL26P29 COX20P1 TRAF6P1 RTKN2 MIR605 RNA5SP318 RN7SKP196 RNU6-543P MIR3924 MIR1296 RNA5SP319 SNORD98 TMEM26-AS1 LINC02625 LINC02621 ENSG00000288011 RN7SL591P ZNF365 LINC02929 ALDH7A1P4 ADO MBL2 RUFY2 RNU6-687P ENSG00000234173 NEFMP1 MIR548F1 GAPDHP21 CABCOCO1 HERC4 ARID5B SLC16A9 PCDH15 CTNNA3 RPL7AP51 MIR7151 AKR1B10P1 RPL21P92 DNAJC12 RNU6-1250P RN7SL394P DNAJC19P1 RNU6-523P RPL12P8 SIRT1 RPS3AP38 RN7SL220P POU5F1P5 RN7SKP202 ATOH7 LINC02640 KRT19P4 PBLD HNRNPH3 JMJD1C MYPN LRRTM3 EGR2 ENSG00000289487 LINC00845 CCDC6 LINC01553 ARL4AP1 ANK3-DT CDK1 RNU2-72P ANK3 LINC00844 LINC01515 LNCAROD ENSG00000289989 chr10q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q22 ASCC1 HMGA1P5 RPSAP6 ZNF503 RPS12P2 LINC00595 NPM1P24 FAM32CP ZNF503-AS2 RPL39P25 ZNF519P1 LRMDA RAB5CP1 NDUFA8P1 ANXA11 SPA17P1 EIF5AP4 PLA2G12B LINC00857 KAT6B MAT1A CHST3 PPIAP13 POLR3DP1 COMTD1 TIMM9P1 HMGN2P34 SAMD8 RPS26P42 MRPL35P3 OIT3 RPL17P50 MIR4676 MIR606 RN7SL518P RNU6-673P RN7SL840P PLAU C10orf55 VCL ATP5MC1P8 KCNMA1-AS1 KCNMA1-AS2 COX6CP15 RNA5SP321 KCNMA1 KCNMA1-AS3 RNU6-571P MED28P1 ACTBP14 SRGN RPS12P17 KIFBP RNU6-883P RPS26P41 MYOZ1 SYNPO2L SYNPO2L-AS1 BMS1P4-AGAP5 BMS1P4 RNA5SP320 DUSP8P5 SEC24C FUT11 CHCHD1 ZSWIM8 ZSWIM8-AS1 NDST2 CAMK2G-AS1 VPS26A SUPV3L1 ENSG00000229261 HKDC1 RPS15AP28 ATP5MC1P7 TSPAN15 TMEM256P1 NEUROG3 MTATP6P23 MTCO2P23 MTCO1P23 MTND2P15 MTND1P20 FAM241B LINC02651 LINC02636 AIFM2 SAR1A CALM2P2 RPS25P9 PPA1 TYSND1 ENSG00000272447 NPAP1P2 CTSLP6 PGGT1BP2 BMS1P21 MBL1P SFTPD SFTPD-AS1 ZNRF2P3 DPY19L2P5 C1DP3 C1DP2 C1DP4 TMEM254-AS1 TMEM254 RPL22P18 PLAC9 MACROH2A2 NPFFR1 AP3M1 ADK HK1 RPL15P14 ANAPC16 DDIT4 RNU6-805P SNX19P4 STOX1 RNU6-697P DDX50 CDH23-AS1 C10orf105 VSIR MIR7152 CDH23 RNU7-38P PPIF ZCCHC24 TPRX1P1 ENSG00000235705 RPS12P18 SFTPA2 MBL3P SFTPA3P SFTPA1 LINC02679 NUTM2B-AS1 BEND3P3 RPL26P6 MSS51 PPP3CB EIF5AL1 CEP57L1P1 EIF4EBP2 NODAL YY1P1 RPL5P26 COL13A1 DNAJB12 DUSP13 AGAP5 P4HA1 DUSP29 PRF1 ADAMTS14 RPS26P40 PCBD1 TBATA TACR2 ZMIZ1 PSAP MICU1 SPOCK2 VDAC2 MCU NUTM2E USP54 DDX21 NUDT13 SNORA11F ECD FAM149B1 DNAJC9 EIF4A2P2 DNAJC9-AS1 MRPS16 RNU6-833P ANXA7 CFAP70 LRRC20 PALD1 UNC5B UNC5B-AS1 SLC29A3 SGPL1 LINC02622 RNU6-1266P IMPDH1P5 DLG5 RN7SL284P DLG5-AS1 POLR3A H2AZP5 RPS24 GNAI2P2 NUTM2B CAMK2G GLUD1P3 PPP3CB-AS1 ZNF503-AS1 ZMIZ1-AS1 chr10q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q23 LINC02655 GRID1-AS1 NUTM2A LINC01519 PRXL2A LINC01520 MINPP1 FARSBP1 CTSLP1 SRP9P1 RPS3AP5 PPP1R3C GRID1 LINC02653 ENSG00000224504 LINC00863 RPS27P1 RPS7P9 FAM245A WARS2P1 MARK2P16 SNRPD2P1 NUDT9P1 EIF2S2P3 NPAP1P3 MYOF HHEX CCSER2 RNLS NRG3-AS1 ENSG00000287057 SDHCP2 MARK2P15 DYDC1 CYP2C19 TNKS2 GAPDHP28 EIF4A1P8 CYP26C1 FGFBP3 LINC02650 LINC01375 RPL17P34 DYDC2 MARCHF5 RPA2P2 CPEB3 EXOC6 NHP2P1 MTND5P42 LINC02647 PCGF5 CYP26A1 NIP7P1 NRG3 XRCC6P1 CYP26C1-DT FAF2P1 RNU6-325P RNU6-478P RN7SKP238 RNA5SP322 MIR346 RNU6-129P RN7SKP143 RNU6-441P MIR4678 HTR7 ANKRD1 RNU6-740P LINC00502 DDX18P6 RPL7AP8 RPAP2P1 CEP55 RNA5SP323 FFAR4 PDE6C FRA10AC1 LGI1 RAB11AP1 SLC35G1 PIPSL PLCE1-AS2 HDAC1P1 RNU6-657P PLCE1-AS1 NOC3L TBC1D12 CTBP2P2 RPL7P34 LIPF NAPGP1 KRT8P38 RCBTB2P1 LIPM LIPN RPP30 KIF11 RPL11P4 RN7SL644P RNY3P12 MARK2P9 IDE KIF20B NUTM2D HECTD2 IFIT6P IFIT1B IFIT1 SLC16A12 SLC16A12-AS1 WAPL RNU6-780P WAPL-DT CYP2C58P RPL7AP52 CYP2C9 MTND4P20 CYP2C59P CYP2C60P CYP2C8 PAWRP1 IFIT5 CH25H LIPA IFIT3 RPS26P38 PAPSS2 ATAD1 CFL1P1 RN7SL78P KLLN RPL11P3 IFIT2 RNU1-19P MMRN2 SNCG ADIRF-AS1 ADIRF BMS1P3 AGAP11 FAM25A RNU6-529P SHLD2 RN7SL733P MIR107 PANK1-AS1 GLUD1 SH2D4B LIPK MED6P1 BMPR1A OPN4 RBP4 LDB3 BTAF1 PLCE1 PANK1 ANKRD22 PTCD2P2 STAMBPL1 ACTA2-AS1 ACTA2 MIR4679-2 MIR4679-1 RNU1-65P HMGN2P8 GHITM CERNA2 C10orf99 CDHR1 LRIT2 RGR LRIT1 LINC00858 RPL12P29 TNPO1P1 CACYBPP1 TNKS2-DT LINC01374 TSPAN14-AS1 FAS PDLIM1 ACSM6 CYP2C18 MTND4P19 HELLS TSPAN14 LIPJ PTEN NUTM2A-AS1 LINC00865 chr10q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q24 RPL21P90 ARHGAP19-SLIT1 TLL2 NPM1P26 CRTAC1 PIK3AP1 CPN1 ANKRD2 SMARCE1P7 CHUK SFRP5 MARVELD1 PHB1P9 LINC01514 CYP2C23P RPS2P36 SCD TPM4P1 HOGA1 C10orf62 BTRC DNTT MORN4 FRAT1 BLOC1S2 UBTD1 AVPI1 RRP12 ARHGAP19 DPCD POLL SPCS2P2 CHUK-DT FBXW4 LBX1-AS1 GOLGA7B DNMBP-AS1 PDCD11 GOLGA7B-DT ARMH3 PGAM1 RPL34P20 PKD2L1 FRAT2 LINC02681 SFXN2 RPL12P27 WBP1L ARL5AP2 TM9SF3 ZDHHC16 RPL7P36 EXOSC1 TRIM8-DT WNT8B CWF19L1 DNMBP MMS19 ARL3 HPSE2 OPALIN ERLIN1 RNA5SP324 SNORA12 RNU6-422P RNU2-43P MIR6507 RNU6-1165P RNU2-59P MIR3158-1 MIR3158-2 PSD CUEDC2 MIR146B C10orf95 MFSD13A ACTR1A RPL23AP58 RNU6-43P SUFU RNU6-1274P RPL13AP5 MIR607 HMGN2P35 SLIT1 SLIT1-AS1 CNNM2 RPS15AP29 MARCKSL1P1 ST13P13 RPEL1 INA PCGF6 RNU11-3P ATP5MK MIR1307 ABCC2 LCOR CC2D2B TRIM8 HPS6 LDB1 PPRC1 NOLC1 ELOVL3 PITX3 R3HCC1L RPS3AP36 ALDH18A1 ENTPD1 LOXL4 MIR1287 MIR4685 TCTN3 SEC31B NDUFB8 HIF1AN PAX2 SLF2 MIR608 TWNK PDZD7 KAZALD1 OGA KCNIP2 FGF8 FBXL15 LBX1 ZFYVE27 SORBS1 CCNJ MIR3157 RNU6-271P NPM1P25 TLX1NB TLX1 CALHM2 CALHM1 CALHM3 NEURL1-AS1 SH3PXD2A-AS1 RN7SL524P GBF1 NEURL1 TAF5 SH3PXD2A MRPL43 LZTS2 ZNF518A BLNK CNNM1 GOT1 SEMA4G RNU6-1231P CYP17A1 PFN1P11 PTGES3P4 BORCS7 BORCS7-ASMT AS3MT RPL22P17 ENSG00000286575 NT5C2 NFKB2 SLK STN1 PYROXD2 HPS1 SFXN3 PI4K2A NPM3 OLMALINC LINC01475 NKX2-3 ENTPD7 EBAG9P1 CUTC COX15 NANOGP6 SLC25A28 HPS1-AS1 SLC25A28-DT GOT1-DT ENTPD1-AS1 KCNIP2-AS1 C10orf95-AS1 chr10q25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q25 MAPKAPK5P1 SNRPGP6 YWHAZP5 GSTO1 RPL21P91 RPS6P15 PHB2P1 PNLIPRP3 PTGES3P5 ITPRIP-AS1 ITPRIP CFAP58 LINC01435 LINC02624 ENSG00000286289 PPIAP39 LINC02626 BTF3P15 RPL12P26 FHIP2A XIAPP1 NTAN1P1 LINC02661 HABP2 KCNK18 RBM20 XPNPEP1 SLC18A2 SHTN1 ATRNL1 LINC02627 RPL15P13 ADD3-AS1 PPIAP38 HMGB3P8 ENSG00000228484 CCDC172 BTBD7P2 MIR3663HG VAX1 TAF9BP2 TRUB1 RPL23AP59 ADD3 ENO4 PPIAP19 NHLRC2 GSTO2 MIR4482 RN7SKP278 RNA5SP326 RNU5B-6P RNU6-463P RNU4-5P MIR4295 RNU6-1121P MIR3663 RNU6-839P RNA5SP325 MIR609 NRAP SNRPGP12 SMNDC1 DUSP5-DT HMGB3P5 DUSP5 VTI1A CFAP43 HSPA12A MXI1 LINC02620 SORCS3 SORCS3-AS1 SFR1 ENSG00000285587 GFRA1 GPAM TECTB MIR6715B MIR6715A GUCY2GP ZDHHC6 ACSL5 SORCS1 RPL7P35 SMC3 ABLIM1 RN7SKP288 RNA5SP327 PDCD4 MIR4680 BBIP1 SHOC2 RPL13AP6 MIR548E ADRA2A ADRB1 RNU6-709P UBE2V1P5 CCDC186 MIR2110 VWA2 AURKAP2 PDCD4-AS1 CASP7 MIR4483 DCLRE1A PLEKHS1 TDRD1 ENSG00000260917 LINC02935 RPS15AP30 RNU7-165P TCF7L2 AFAP1L2 RN7SL384P COL17A1 MIR936 PNLIPRP1 C10orf82 HSPA12A-AS1 RPL5P27 RNU6-1090P PNLIP PNLIPP1 PNLIPRP2 SLC18A2-AS1 CFAP58-DT chr10q26 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr10q26 EMX2OS TOMM22P5 ENSG00000229272 NPM1P31 FAM204A FAM53B-AS1 ZRANB1 LINC02930 EIF3A RAD1P1 RPL17P36 DENND10 CACUL1 RPL19P16 RAB11FIP2 RPS8P4 HMX3 DUX4L24 LDHAP5 FAM53B MRPS21P6 FAM24B PRLHR BTBD16 OAT MGMT MTG1 FRG2B IKZF5 SLC25A18P1 DUX4L28 BCCIP INPP5A LINC01153 CHST15 TXNP1 TACC2 RPS27P18 NKX1-2 LHPP DHX32 TEX36-AS1 HTRA1 MKI67 PDZD8 DUX4L14 FAM24A TEX36 LINC02674 TCERG1L-AS1 EEF1AKMT2 SFXN4 LINC02667 DUX4L20 MMP21 PPP2R2D CASC2 RARRES2P2 ENSG00000287326 DUX4L25 LINC01163 CUZD1 INSYN2A DUX4L23 CLRN3 SAR1AP2 AGGF1P2 WDR11 PRDX3 EDRF1-AS1 NANOS1 FANK1 LINC00601 DUX4L15 ACADSB ENSG00000228021 ALDOAP2 DUX4L29 DUX4L21 FOXI2 DMBT1L1 RPS10P18 ABRAXAS2 GPR26 GNG10P1 STK32C RPL23AP60 UROS C10orf120 DUX4L11 BUB3 GRK5-IT1 FANK1-AS1 CTBP2 YBX2P1 CLUHP5 C10orf88 ARMS2 EDRF1 DUX4L10 TCERG1L GRK5 DUX4L12 EDRF1-DT PHACTR2P1 BUB1P1 DUX4L22 DUX4L13 RPS26P39 RGS10 INPP5F CPXM2 LINC02646 EMX2 LINC02641 LINC00867 RN7SL846P RNU2-42P SNORA19 MIR4484 MIR4296 RN7SL749P RNU6-728P MIR4681 MIR378C RNA5SP328 MIR3941 LRRC27 PWWP2B LINC01165 LINC02666 MIR4297 ENSG00000287997 RPL21P16 LINC01561 PLPP4 NPS BAG3 DOCK1 DMBT1 RPS15AP5 NSMCE4A PSTK PTPRE MCMBP SEC23IP MIR4682 NACAP2 ADGRA1-AS1 RPL5P28 UTF1 VENTX MIR202HG MIR202 ADAM8 ZNF511 ZNF511-PRAP1 CALY BANF1P2 PRAP1 FUOM ECHS1 MIR3944 PAOX HMX2 TIAL1 KNDC1 ADGRA1 TUBGCP2 EBF3 C10orf143 CTAGE7P PPIAP32 GLRX3 RN7SKP167 FGFR2 ENSG00000286135 C10orf90 ADAM12 BNIP3 OR6L2P OR7M1P CYP2E1 SYCE1 OR6L1P SPRN JAKMIP3-AS1 DPYSL4 JAKMIP3 ATE1 PLEKHA1 ATE1-AS1 LINC02944 SCART1 NKX6-2 CFAP46 LINC01166 LINC01167 LINC01168 C10orf88B LINC02870 LINC01164 WDR11-DT chr11p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p11 OR4A43P UBTFL9 TRIM77BP OR4C13 GTF2IP11 OR4A46P PPIAP41 OR4C48P OR4C45 GRM5P1 OR4C12 OR4A45P OR4A42P OR4A49P OR4C4P RPL34P22 OR4R1P MADD CBX3P8 TRIM51DP OR4A19P PHKG1P3 FOLH1 OR4C10P OR4A44P OR4A40P OR4A41P OR4A48P OR4C2P TRIM51FP OR4A1P OR4A18P TYRL OR4C49P OR4R3P OR4C9P OR4S1 LINC02750 HARBI1 ARHGAP1 RPL7AP79 TSPAN18 LINC02687 CKAP5 LRP4 CTBP2P6 ENSG00000254746 F2 ZNF408 LINC02704 TSPAN18-AS1 CD82 MIR670HG RN7SKP287 MIR670 MIR3160-1 MIR3160-2 MIR5582 SNORD67 CSTPP1 MIR7154 ENSG00000254519 LINC02690 CRY2 MAPK8IP1 C11orf94 PEX16 LARGE2 ENSG00000255314 FBLIM1P2 LINC02710 CREB3L1 MIR4688 TP53I11 SPI1 MIR4487 SLC39A13 RAPSN RN7SL652P NDUFS3 PTPMT1 KBTBD4 RNU5E-10P FAM180B C1QTNF4 MTCH2 FNBP4 RNA5SP340 YPEL5P2 PSMC3 ALKBH3 SEC14L1P1 ALKBH3-AS1 ACCSL ACCS ALX4 EXT2 LINC02685 ENSG00000287984 SYT13 OR4A47 OR4C5 CHRM4 AMBRA1 ATG13 PHF21A OR4C3 AGBL2 MDK MYBPC3 CELF1 LRP4-AS1 PTPRJ-AS1 NUP160 DGKZ CHST1 LINC02716 SLC35C1 TRIM51CP TRIM53CP TRIM49B TRIM64C UBTFL7 TRIM51G PRDM11 PTPRJ MIR3161 OR4B1 OR4B2P OR4X2 OR4X1 PACSIN3 MIR6745 DDB2 ACP2 NR1H3 MADD-AS1 ARFGAP2 MIR129-2 HSD17B12 RPL23AP63 PHB1P2 C11orf96 LINC02489 SEPTIN7P11 LINC02696 chr11p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p12 LINC02759 LINC02745 LINC02741 DNAAF11P1 LINC02760 API5 LINC02740 TTC17 LINC01499 LINC01493 RPL7AP56 LRRC4C RNU6-99P RNU6-365P IFTAP TRAF6 RAG1 RAG2 HNRNPKP3 chr11p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p13 PRRG4 CYCSP25 CAT EIF3M PAUPAR HIPK3 CAPRIN1 PIGCP1 FJX1 WT1 EIF4A2P5 HNRNPA3P9 DNAJC24 THEM7P LINC02707 KRT18P14 TRIM44 RPL12P31 PRR5L COMMD9 CIR1P3 MMADHCP2 LINC00294 ELP4 ABTB2 DEPDC7 TCP11L1 LINC03031 CSTF3-DT RPL29P23 IMMP1L CSTF3 LDLRAD3 ENSG00000254672 LMO2 MIR3973 MIR1343 CD44-AS1 SLC1A2 SLC1A2-AS1 ELF5 RCN1 EHF QSER1 KIAA1549L APIP PDHX CCDC73 DCDC1 PAMR1 CD44 NAT10 C11orf91 CD59 FBXO3 FBXO3-DT LINC02722 LINC02721 PAX6 CD44-DT WT1-AS chr11p14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p14 LINC01495 LINC02699 RPL36AP40 ANO3 FANCF LINC02686 ARL14EP WIZP1 LINC02546 LINC00678 BBOX1 LUZP2 ANO3-AS1 ARL14EP-DT CBX3P1 BBOX1-AS1 LINC02742 LINC02726 THAP12P4 OR2BH1P BDNF-AS SVIP LGR4 ENSG00000255450 CCDC179 SLC17A6-DT HSP90AA2P LINC02718 LINC02755 SLC5A12 HNRNPRP2 RPL7AP58 FIBIN LINC01616 METTL15 BDNF LGR4-AS1 ATP5MGP8 LIN7C MUC15 LINC02758 SLC17A6 KIF18A CCDC34 RNU6-783P MIR8087 RNA5SP339 MIR610 RNA5SP338 RN7SL240P MIR8054 RN7SKP158 MIR8068 KCNA4 FSHB RPL12P30 MPPED2 GAS2 MPPED2-AS1 chr11p15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11p15 TOLLIP SSU72P7 KCNQ1OT1 SSU72P3 TOLLIP-DT SSU72P5 MUC5B BRSK2 OR52B3P MUC5B-AS1 OR52P2P OR52B4 KCNQ1 TRIM21 SSU72P6 LINC02689 H3P33 ZNF215 CCKBR LINC02751 GALNT18 C11orf42 LINC02682 CALCB OR52B1P SSU72P4 OR7E41P SSU72P2 ZDHHC13 NAV2-AS3 ZNF214 MUC5AC RBMXL2 HMGB1P40 CNGA4 CSRP3 SYT9 NAV2-AS4 CSNK2A3 SPON1-AS1 TRIM68 CSRP3-AS1 SERGEF NAV2-IT1 ZNF143 DBX1 NAV2-AS6 CALCP NAV2-AS5 RRAS2 SPON1 MTND5P21 LDHC MORF4L1P3 NAV2-AS1 PCNAP4 PRMT3 PDE3B E2F8 NELL1 OR51R1P MIR6744 MIR4299 MIR8070 RNA5SP332 MIR302E RNU7-49P MIR6073 RNA5SP336 RNA5SP337 RNA5SP335 MIR4486 MIR4694 OR51F5P OR51C4P KRT8P49 OR51F3P OR51F4P SNORA62 OR51N1P OR52Y1P OR52R1 OR51A8P OR51H1 OR51H2P OR51A6P OR51G1 OR51A3P OR51A2 OR51A5P OR51P1P OR52J2P OR52J3 OR52E2 OR52E1 OR52S1P OR52E3P OR52J1P OR52A4P OR51A1P HBB HBD HBBP1 HBG2 HBE1 OR51AB1P OR51B4 OR51B3P OR51B8P OR51B6 OR51J1 OR51Q1 OR51K1P OR51A10P OR52D1 UBQLN3 UBQLNL OLFM5P OR52V1P OR52H2P OR52B5P OR52T1P HNRNPA1P53 OR52B6 TRIM6 TRIM6-TRIM34 OR52U1P OR56B1 OR52N3P OR52E6 OR52E7P HBG1 MRGPRG MRGPRG-AS1 MRGPRE NDUFA5P8 NDUFA5P1 ZNF195 OR7E12P FAM86GP ENPP7P15 SNRPCP5 RPS3AP39 RPS24P14 TALDO1 GATD1 CEND1 SLC25A22 RPLP2 SNORA52 PNPLA2 CRACR2B CD151 POLR2L CHID1 RNU6-1025P MUC6 LINC02688 MUC2 RPL36AP39 MIR4298 MIR7847 LINC01150 TNNT3 MRPL23 LINC01219 MIR675 OR52L1 KRT18P58 RNA5SP329 OR56A7P OR52X1P OR56B4 OR56B3P OR52L2P OR52P1 OR52Z1P OR52Q1P OR56A5 FHIP1B USP47 SLC6A5 NLRP14 LSP1 COX6CP18 KCNQ1-AS1 KCNQ1DN SLC22A18 PHLDA2 NAP1L4 SNORA54 RPL23AP65 SWAP70 RN7SKP50 LINC02709 ENSG00000255476 RNU7-28P ADM-DT ADM RNU6ATAC33P MIR4485 RNF141 LINC02729 MYOD1 KCNC1 MIR6124 CARS1-AS1 RNU1-91P OSBPL5 CARS1 INSC TRIM34 PSMA1 COPB1 SAAL1 HIGD1AP5 SAA3P MRGPRX12P MRGPRX4 GLTPP1 MRGPRX13P SLC25A51P4 SAA4 SAA2-SAA4 SAA2 RNA5SP333 ST13P5 RNA5SP334 LMNTD2 LMNTD2-AS1 RASSF7 MIR210 PHRF1 CDHR5 SCT DRD4 PANO1 LINC02547 LINC02989 PARVA RPL7AP55 OR5E1P RNU6-943P COX6CP5 CASC23 TUB TUB-AS1 LYVE1 CTR9 EIF4G2 SNORD97 ZBED5 LINC02752 EIF3F DUSP8 KRTAP5-AS1 KRTAP5-1 KRTAP5-2 KRTAP5-3 FAM99A FAM99B LINC02708 KRTAP5-6 IFITM10 CTSD HTATIP2 ARNTL CALCA CYP2R1 WEE1 OR7E117P ART5 ART1 CHRNA10 RNU6-1143P RNU7-50P PGAP2 RHOG STIM1-AS1 MIR4687 PPIAP40 HNRNPA1P76 RPS29P20 RRM1 RRM1-AS1 OR55B1P LINC02749 RDXP1 TEAD1 LINC00958 RASSF10-DT WBP1LP10 OR4F2P CICP23 LINC01001 RNU6-447P SCGB1C1 MIR6743 SIRT3 NLRP6 PGGHG IFITM5 B4GALNT4 PKP3 SIGIRR ANO9 RN7SL838P IFITM1 IFITM3 RRP8 ILK DCHS1-AS1 MRPL17 GVINP2 DCHS1 DENND2B-AS1 RNA5SP330 AKIP1 C11orf16 TMEM9B NRIP3-DT SCUBE2 MIR5691 KRT8P41 DENND5A TMEM41B PRR13P2 IPO7 SNORA23 MRGPRX3 OR51L1 OR52N5 OR56A4 OR52A5 OR52A1 OR52N1 TRIM5 ARFIP2 TIMM10B TPP1 OR10A4 NCR3LG1 SDHCP4 USH1C OTOG OLFML1 PPFIBP2 CYB5R2 OR10AB1P OR5P4P OR5P1P OR56A3 OR51M1 OR51I2 OR52K2 OR52K1 OR52M2P ANO5 OR52M1 C11orf40 OR51F2 OR10A3 OR10A2 OR51G2 OR51A7 OR52E4 KCNJ11 OR6A2 OR51D1 OR51E1 OR2AG2 OR51A4 LRRC56 ABCC8 OR52I2 OR51A9P OR51E2 TSG101 YWHABP2 UEVLD SPTY2D1 SRSF3P1 CDKN1C RPL27A SNORA3A SNORA3B PTDSS2 PIDD1 TRIM66 OVCH2 TMEM80 OR10A5 OR2D3 OR52W1 OR2AG1 OR52N4 OR51T1 OR2D2 OR52B2 IRAG1 OR56A1 OR51I1 OR51B2 OR52H1 RIC8A MTCH1P2 DKK3 TPH1 MICAL2 SOX6 OR52N2 ENSG00000244398 RPS13 SNORD14A SNORD14B RNU6-593P PIK3C2A OR52I1 MMP26 OR51S1 OR5P2 EPS8L2 KRTAP5-4 ODF3 PSMD13 LDHAL6A TRIM3 TNNI2 HPX NAV2 NUCB2 OR10A6 OR51V1 AMPD3 BET1L IFITM2 OR5P3 HPS5 GTF2H1 MIR3159 LDHA SAA1 TMEM86A IGSF22 IGSF22-AS1 PTPN5 MRGPRX8P MRGPRX7P MRGPRX6P MRGPRX5P MRGPRX11P MRGPRX10P MRGPRX9P MRGPRX2 MRGPRX1 OR52E5 DEAF1 AP2A2 TSPAN4 TAF10 DENND2B SBF2 ASCL3 OR51F1 NLRP10 RIC3-DT LMO1 STK33 SPTY2D1OS SYT8 IRAG1-AS1 NAV2-AS2 INS-IGF2 MIR483 IGF2-AS INS TH MIR4686 ASCL2 C11orf21 TSPAN32 RNU6-878P CD81-AS1 RPL26P30 TSSC4 TRPM5 CAVIN3 SMPD1 APBB1 DNHD1 ENSG00000254951 TMEM9B-AS1 NRIP3 AKR1B1P3 RN7SL188P C11orf58 RN7SKP90 OR7E14P TSSC2 ENSG00000255367 TRPC2 XNDC1CP MOB2 KRTAP5-5 BGLT3 RNH1 IRF7 PLEKHA7 STIM1 OR52E8 TRIM22 IGF2 CD81 RIC3 HRAS OR51C1P OR56B2P OR51B5 PRR33 ENSG00000246308 RASSF10 NUP98 MRPL23-AS1 ENSG00000282556 GATD1-DT SLC22A18AS ENSG00000268403 SYT9-AS1 H19 MIR210HG GVINP1 OR52K3P SBF2-AS1 ENSG00000289568 ZBED5-AS1 RN7SKP151 BTBD10 PTH HMGN2P36 FAR1 FAR1-IT1 RPL39P26 CENPUP1 LINC02548 LINC02545 RNA5SP331 LINC02683 chr11q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q11 OR4C14P OR4C1P OR5D15P OR5D14 OR4A21P OR4A7P OR4A6P OR5D13 TRIM51HP OR4C16 OR5D17P OR4A5 OR4A8 TRIM48 OR4C50P OR4C46 OR4C7P OR4R2P OR4A4P OR4A3P OR4A2P OR4V1P OR4P1P OR5D2P OR4P4 OR4A11P OR4A12P OR4A9P OR4X7P OR4A10P OR4A17P OR4A13P OR4A50P OR4S2 OR4C6 OR4A16 OR4C15 OR4C11 OR4A15 OR5D3P chr11q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q12 OR5L2 OR10AF1P OR9M1P LINC02735 OR9Q1 OR5B10P PTGDR2 OSBP OR10W1 OR10AK1P OR5B17 FADS2B FTH1 INCENP SCGB1D2 ZFP91 GLYAT OR10V3P OR5W1P OR10Q2P OR5I1 OR5W2 ASRGL1 EIF4A2P3 LINC02733 EEF1DP8 OR10V1 PATL1 TCN1 MS4A3 OR10Y1P ZFP91-CNTF AHNAK BEST1 RCC2P6 FABP5P7 SCGB1D1 SYT7 TRIM51 OR5BC1P SCGB1A1 MS4A8 OR10V2P EEF1G SRD5A3P1 CBLIF OR5D16 OOSP4B SCGB2A1 SCGB1D4 OR5B19P PRPF19 OOSP2 CNTF SCGB2A2 PATL1-DT MRPL16 OR5L1 CCDC86 NPM1P35 LINC00301 MS4A10 MS4A19P STX3 MS4A2 MS4A18 MS4A15 MIR3162 RN7SKP192 MS4A7 MS4A14 MS4A5 ENSG00000255240 GLYATL1P1 GLYATL1P4 GLYATL1B FAM111B FAM111A-DT DTX4 MPEG1 RN7SL42P WARS1P1 SLC25A47P1 RN7SL435P OR5AN2P OR5BR1P OR5AK1P OR5BQ1P ENSG00000250230 DAGLA MYRF-AS1 TMEM258 MIR611 FEN1 FADS1 MIR1908 FADS3 MIR6746 RAB3IL1 RNU6-1243P MYRF OR5AK4P OR5AO1P OR5BP1P LRRC55 TNKS1BP1 SSRP1 PRG3 PRG2 SLC43A3 LPXN LGALS12 PLAAT4 PLAAT2 OR7E5P OR5F1 OR5F2P OR5AQ1P OR5J1P OR5BE1P OR8I4P OR5BN2P OR8H3 OR5BN1P OR8K4P OR8K5 OR5J7P OR5J2 OR8V1P VN2R9P OR9L1P OR9I3P OR9I2P OR5BL1P OR10Q1 OR9G3P MIR6128 OR9G2P OR5G1P OR5G4P OR5G5P OR5G3 NAA50P1 OR8J2 OR8I1P FAM8A2P OR8K2P RPL5P29 OR5BB1P OR4D8P OR4D11 OR4D7P OR5B1P OR5B15P OR2AH1P TMEM230P2 OR8U1 OR8L1P OR5AL2P OR5AL1 OR8U3 OR5M4P OR5M9 OR5M2P OR5M7P OR5M6P OR5M5P MIR130A TTC9C ZBTB3 POLR2G TAF6L TMEM223 TMEM179B MIR6748 NXF1 MIR6514 RNU6-118P STX5-DT TEX54 RNU2-2P SNORD22 SNORD30 SNORD28 SNORD27 SNORD26 SNORD25 MIR130AHG YPEL4 ZDHHC5 STX5 RNA5SP341 RN7SKP259 RN7SL605P RTN4RL2 SLC43A1 TIMM10 UBE2L6 RPS4XP13 TMX2 PPIAP42 SERPING1 PLAAT5 LINC02705 MIR6503 MS4A12 MS4A13 MS4A4A PRPF19-DT TMEM109-DT TMEM109 TMEM132A CD6 RNU6-933P LINC02954 SLC15A3 CLP1 CD5 VPS37C PGA3 PGA5 DDB1 TKFC CYB561A3 CPSF7 SDHAF2 PPP1R32 LRRC10B MIR6747 TUT1 MTA2 EML3 ROM1 B3GAT3 GANAB INTS5 C11orf98 CSKMT SNORA57 UQCC3 UBXN1 LRRN4CL HNRNPUL2-BSCL2 GNG3 HNRNPUL2 CHRM1 RN7SL259P WDR74 OR5AN1 OR8J1 OR8H2 OR4D9 OR5B3 OR5A2 OR5B2 OR5M3 SLC22A6 SLC22A8 TUBAP7 RPL29P22 CCND2P1 SLC22A9 FADS2 OR9G1 OR4D10 BSCL2 OR5M13P OR5M1 OR5AM1P OR5M12P OR5AP1P OR1S1 OR5A1 OR5T1 OR8J3 OR5BA1P OR5AZ1P OR5BD1P CYCSP26 RNU6-899P CTNND1 FAM111A MS4A6A OR5D18 OR8K1 OR8I2 OR5AR1 OR6Q1 PGA4 OR9Q2 OR5AS1 OR5M10 OR5M11 OR5M8 OR9I1 OR5B21 OR10AG1 OR5T2 OR5AP2 OR4D6 MS4A6E MED19 SLC22A24 SMTNL1 TMA16P1 GLYATL2 GLYATL1P2 MS4A4E VWCE SELENOH P2RX3 OR8H1 OR5B12 OR8K3 OR9G4 APLNR ZP1 OR5T3 TMEM216 SLC22A25 MS4A1 GLYATL1 TMEM138 RN7SL23P MIR4488 BTBD18 LBHD1 OR5AK3P OR5AK2 SLC22A10 OOSP3 OR1S2 OOSP1 OOSP4A SLC3A2 LINC02739 RPLP0P2 SNHG1 chr11q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q13 NEU3 TESMIN SYT12 PLEKHB1 FGF3 OR2AT2P NPM1P50 POLD3 FCHSD2 ARAP1-AS1 TOMM20P1 RANP3 HMGN2P38 RHOD GAL RELT KDM2A ATG16L2 ARHGEF17 RNF169 UVRAG ARAP1-AS2 P4HA3 RPL31P46 PDE2A RPS12P20 PPP1R1AP1 ENSG00000241097 OR2AT4 PDE2A-AS1 MIR6860 RN7SKP297 MIR4696 RNU6-216P RNA5SP344 RNU6-672P MIR4692 MIR139 RNU7-105P RN7SL239P MIR326 RPS3 SNORD15A SNORD15B GDPD5 ENSG00000255326 MOGAT2 RN7SL786P DGAT2-DT DGAT2 SERPINH1 PPP1R14B KCNK4-TEX40 CATSPERZ PRDX5 CCDC88B MIR7155 RPS6KA4 MIR1237 LINC02724 SLC22A11 SLC22A12 NRXN2-AS1 RASGRP2 PYGM SF1-DT MAP4K2 EHD1 MIR192 MIR194-2 ATG2A MIR6750 MIR6749 PPP2R5B GPHA2 MAJIN BATF2 ARL2 MIR6879 EEF1A1P18 CDC42BPG RNU6-1306P RCOR2 NAA40 RNU6-45P COX8A MACROD1 STIP1 RNF121 ENSG00000251143 RNU6-72P MIR3165 LAMTOR1 RPEP6 FOLR1P1 PHOX2A EFEMP2 FIBP CCDC85B FOSL1 C11orf68 DRAP1 SART1 EIF1AD BANF1 CST6 CATSPER1 GAL3ST3 SF3B2 KLC2-AS1 KLC2-AS2 RAB1B CNIH2 YIF1A TMEM151A CD248 RIN1 BRMS1 B4GAT1 B4GAT1-DT SLC29A2 BRD9P1 RNU1-84P NPAS4 PACS1 FOLR1 NUDT22 FKBP2 OR7E126P CPT1A LINC02701 MRPL21 MRGPRD MRGPRF MRGPRF-AS1 TPCN2 ENSG00000261070 IGHMBP2 ALG1L9P DEFB108B RNA5SP342 DEFB130C DEFB131B OR7E128P RAB6A KLC2 ENSG00000286264 PLCB3 ATL3 IMMP1LP1 RTN3 ZFTA RN7SL596P SPINDOC ATP5MGP1 MRPL48 RN7SKP243 MIX23P5 COA4 PAAF1 ARPC3P4 DNAJB13 UCP3 PPME1 RNA5SP343 POLD4 RN7SKP239 CLCF1 RNU6-1238P PPP1CA TBC1D10C RPS6KB2 RPS6KB2-AS1 PTPRCAP CORO1B GPR152 TMEM134 TRPT1 BAD ESRRA MRPL11 PELI3 BBS1 ZDHHC24 ACTN3 P4HA3-AS1 PGM2L1 HNRNPA1P40 MIR548AL CYCSP27 LIPT2 LIPT2-AS1 KCNE3 CTSF PPP6R3 UCP2 PPFIA1 FAM168A CABP4 VEGFB KAT5 RNASEH2C KRT8P26 AP5B1 OVOL1 OVOL1-AS1 CFL1 SNX32 MUS81 CTSW RPS3AP41 SNRPCP14 ENPP7P8 CTTN SHANK2-AS1 SHANK2-AS2 SHANK2-AS3 MIR3664 ACTE1P P2RY2 OR8R1P ARHGEF17-AS1 P2RY6 LINC02757 LRRC32 GUCY2EP TSKU TSKU-AS1 ACER3 B3GNT6 CAPN5 OMP C2CD3 LRTOMT SF1 ARAP1 PLAAT3 MARK2 MAP6 STARD10 GRK2 ANKRD13D SSH3 RAD9A MIR6752 PITPNM1 CDK2AP2 CABP2 GSTP1 NDUFV1-DT NDUFV1 NUDT8 ACY3 RPL37P2 UNC93B5 OR7E145P OR7E11P EVA1CP4 TRMT112 CCDC87 CCS RNU4-39P RBM14 RBM14-RBM4 RBM4 RBM4B RN7SL12P C1QBPP2 FTLP6 ART2BP ART2P LINC01537 PDE2A-AS2 AIP NADSYN1 MIR6754 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP5-10 KRTAP5-14P OR7E87P UNC93B6 OR7E4P LINC02761 THAP12 GVQW3 SPTBN2 TBX10 GDPD4 XRRA1 FLRT1 SLCO2B1 OR2AT1P TPBGL-AS1 ZDHHC20P3 TPBGL ARRB1 KLHL35 DNAJC4 NRXN2 MEN1 MIR612 LINC02736 SNRPGP19 ZNRD2 FAM89B EHBP1L1 KCNK7 MAP3K11 PCNX3 MIR4690 SIPA1 MIR4489 RN7SL309P LTBP3 LINC02753 LINC02584 RNU6-1175P ANO1-AS1 FADD H2AZP4 MIR548K ANO1 SPCS2 FOLR3 NUMA1 OTUB1 KRTAP5-11 CHRDL2 SCYL1 WNT11 FOLR2 INPPL1 MYO7A DPP3 ANAPC15 LRRC51 SHANK2 DHCR7 MYEOV IFITM9P LINC02956 LINC02952 LINC01488 CCND1 LTO1 FGF19 DNAJB6P5 FGF4 SMIM38 MIR3164 CARNS1 MIR194-2HG ENSG00000289625 CTTN-DT EMSY CLPB ARL2-SNX15 SNX15 SAC3D1 NAALADL1 CDCA5 ZFPL1 TMEM262 VPS51 TM7SF2 ZNHIT2 FAU SYVN1 MRPL49 MIR6751 HIGD1AP10 RNU2-23P PDCL2P2 PGAM1P8 CAPN1-AS1 CAPN1 SLC22A20P KCNK4 SPDYC XNDC1N-ZNF705EP-ALG1L9P C11orf80 RCE1 PC LRFN4 RNU7-23P MIR3163 C11orf86 POLA2 CDC42EP2 DPF2 SLC25A45 FRMD8 RELA ALG1L8P FAM86C2P ENPP7P7 LINC02754 RNU6-46P RPS3AP40 OR7E1P ALDH3B1 NDUFS8 MIR7113 MIR4691 MIR6753 CHKA CHKA-DT C11orf24 LRP5 NDUFA3P2 GPR137 TCIRG1 TALAM1 ZNF705EP FERMT3 TOMT UNC93B1 XNDC1N IL18BP ALDH3B2 TSGA10IP NEAT1 KMT5B LINC02747 ZNRD2-DT UVRAG-DT LINC02723 MALAT1 FAM86C1P DOC2GP DPP3-DT LINC02953 EMSY-DT ENSG00000236935 PPP1R14B-AS1 RELA-DT ENSG00000173727 TIGD3 chr11q14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q14 SLC25A1P1 PSMA2P1 LINC02720 UBTFL10 TRIM53BP LINC02748 PICALM XIAPP2 MTND4LP18 OR7E13P H3P34 TRIM77 OR7E2P TUBAP2 DISC1FP1 CBX3P7 MIR4300HG RSF1-IT2 AQP11 TYR OSBPL9P2 HNRNPCP8 NAALAD2 TRIM51BP TRIM64DP NOX4 LINC02711 PRSS23-AS1 TRIM49 FOLH1B RAB38 LINC02756 MTCYBP41 TMEM135 UBTFL2 MTND6P25 OSBPL9P3 FTH1P16 ARL6IP1P3 CLNS1A PRSS23 FZD4 TENM4 MOB4P2 LINC02695 FNTAP1 CHORDC1 CCDC90B-AS1 RNU6-544P MIR708 RNU7-59P MIR5579 MIR4300 RNU6-1135P RNU6-16P RNU6-560P MIR4490 MIR1261 PAK1 EED MIR6755 SETP17 RN7SL225P CCDC81 PTP4A1P6 MIR3166 GAPDHP70 GRM5-AS1 CTSC TUBB4BP4 RPL7AP57 NDUFB11P1 PGAM1P9 RPS3AP42 LINC02746 ENSG00000255127 SNRPGP16 MTNR1B FAT3 RPS28P7 FAM181B LINC02734 RBMXP3 PRCP EIF2S2P6 DDIAS RPL7AP54 RAB30 SNORA70E LINC02951 COX5BP4 C1DP5 DLG2-AS2 LDHAL6DP HNRNPA1P72 HNRNPCP6 RNU6-1292P TMEM126B TMEM126A CCDC89 DLG2 RNU6-126P KCTD14 NDUFC2-KCTD14 THRSP NDUFC2 ALG8 CREBZF RSF1 GRM5 HIKESHI BCAS2P1 ANKRD42-DT PCF11-AS1 ANKRD42 CKS1BP4 RPL32P24 PCF11 CCDC83 SYTL2 KCTD21 USP35 GAB2 ZNF75CP LINC02728 ENSG00000255084 RNU6-311P COPS8P3 NARS2 TRIM64B MTND1P35 TRIM49D1 TRIM49D2 TRIM51EP TRIM53AP TRIM49C TRIM64EP UBTFL1 TRIM64 INTS4 CCDC90B CYCSP28 RSF1-IT1 AAMDC ME3 KCTD21-AS1 FZD4-DT RAB30-DT chr11q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q21 TAF1D AMOTL1 CEP295 MAML2 HPRT1P3 LINC02553 SCARNA9 MED17 HEPHL1 VSTM5 MED28P5 SMCO4 PHB1P16 RN7SL223P SNORD6 SNORA25 SNORA32 SNORA1 SNORA8 SNORD5 SNORA18 MIR1304 SNORA40 FAM76B CEP57 RNA5SP345 RPL32P25 MTMR2 C11orf54 SRP14P2 RPL26P31 SLC36A4 MIR1260B CCDC82 JRKL JRKL-AS1 RNA5SP346 LINC02737 DEUP1 PANX1 ARPC3P3 GPR83 IZUMO1R C11orf97 PIWIL4 FUT4 LINC02700 ST13P11 CWC15 KDM4D KDM4E SRSF8BP SRSF8 ENDOD1 BUD13P1 SESN3 KDM4F MRE11 MIR548L ANKRD49 PIWIL4-AS1 LNCRNA-IUR chr11q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q22 ENSG00000255482 MTMR12P1 DDI1 HSPD1P13 MMP8 LINC02719 CFAP300 MMP27 ASS1P13 KBTBD3 ARHGAP42 PPIAP43 BIRC3 ZC3H12C TMEM123-DT ENSG00000254811 RAB39A WTAPP1 MMP7 SLC35F2 MMP20 CARD18 RPA2P3 TRPC6 YAP1 SLN ARHGAP42-AS1 EXPH5 PDGFD LINC02715 CUL5 TFAMP2 ELMOD1 LINC02732 SMARCE1P1 RPSAP50 AASDHPPT TMEM123 LINC02713 FDX1 GRIA4 PGR-AS1 PLS1P1 ANGPTL5 CEP126 C11orf87 RNA5SP347 MIR3920 RN7SL222P RN7SKP53 RNU6-952P RNA5SP535 RN7SKP115 MIR4693 RNA5SP349 RNU4-55P RNU6-277P NPAT C11orf65 GUCY1A2 RDX ACAT1 POGLUT3 MMP10 MMP1 CASP4 CASP5 CASP1P2 CARD17 CASP1P1 OR2AL1P MMP3 MMP12 BOLA3P1 RNU7-159P DCUN1D5 MTCO3P15 MTATP6P15 MTCO2P15 MTCO1P15 MTND2P26 MTND1P36 DYNC2H1 CYCSP29 RNU6-654P BIRC2 PGR MMP13 MSANTD4 CNTN5 ATM RPS2P39 DDX10 CARD16 CWF19L2 CASP1 ALKBH8 ENSG00000281655 LINC02552 CASP12 CASP4LP chr11q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q23 PPP2R1B USP2-AS1 TMPRSS5 DSCAML1 ANKK1 LINC02698 HNRNPA1P60 TREHP1 RPL12P46 NCAM1-AS1 TRIM29 RPS4XP12 ARHGEF12 LINC02744 CADM1-AS1 RPL23AP62 TRPC6P5 SC5D DRD2 ELOCP22 LINC02764 LINC02702 TREH LINC02703 ENSG00000287006 RNU6-44P RNU7-187P RNU6-376P MIR4301 ENSG00000176984 OAF POU2F3 ENSG00000259541 CRYAB HSPB2 HSPB2-C11orf52 C11orf52 DIXDC1 RNA5SP351 PPIHP1 RNU6-893P NKAPD1 TIMM8B SDHD IL18 TEX12 BCO2 KCTD9P4 MRPS36P4 RPS12P21 PTS RPS6P16 PLET1 ENSG00000268472 ST13P10 TLCD5 GRIK4 ENSG00000256195 REXO2 NXPE2P1 NXPE4 TMPRSS13 RN7SL828P TMPRSS4 JAML HSPE1P18 MPZL3 MPZL2 PAFAH1B2 SIDT2 TAGLN RNF214 CEP164 PRR13P3 UBE4A TTC12 SCN4B NNMT ALG9 ALG9-IT1 GNG5P3 FDXACB1 C11orf1 RPL37AP8 ENSG00000250493 HMGB1P42 TBCEL-TECTA SCN2B C11orf71 RBM7 CADM1 TECTA NCAM1 DLAT PIH1D2 CENATAC-DT CENATAC RPL23AP64 RPS25 TRAPPC4 VPS11-DT C2CD2L HINFP ABCG4 NLRX1 PDZD3 RNU6-262P MCAM MIR6756 ZBTB16 BUD13 BUD13-DT ZPR1 APOA5 APOA4 APOC3 APOA1 APOA1-AS SIK3 RNY4P6 BACE1 HTR3A DPAGT1 ARHGAP20 TBCEL TTC36-AS1 TTC36 TMEM25 IFT46 RPL5P30 RNU6-1157P MIR6716 CD3E KMT2A PCSK7 DDX6 ARCN1 PHLDB1 H2AX HTR3B MIR4491 POU2AF1 RNU2-60P ENSG00000255428 MIR34BHG MIR34B MIR34C LAYN SIK2 RN7SKP273 BTG4 HOATZ VPS11 RNA5SP350 LINC02550 RPS17P15 C11orf53 COLCA1 COLCA2 RNF26 C1QTNF5 MFRP USP2 THY1 THY1-AS1 DUXAP5 CCDC153 SETP16 CXCR5 BCL9L MIR4492 UPK2 RN7SL688P FOXR1 HMBS SMIM35 LINC00900 HYOU1 ATP5MG CD3D CD3G NXPE2 NXPE1 FXYD2 FXYD6-FXYD2 FXYD6-AS1 FXYD6 IL10RA MTRF1LP1 ZW10 RPS29P19 CLDN25 ATF4P4 LRRC37A13P RNU6-1107P KRT8P7 NECTIN1 RNU6-1123P NECTIN1-AS1 NECTIN1-DT USP28 SLC37A4 BACE1-AS CBL LINC02763 LINC02151 ENSG00000247416 LINC02762 TTC12-DT chr11q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q24 ATP5PBP5 RPL34P23 JHY LINC02098 PKNOX2-DT SORL1-AS1 BLID RPS26P43 LINC02727 TBRG1 NRGN SORL1 ACRV1 KRT18P59 RPS27P20 SIAE CRTAM HSPA8 BARX2 CLMP RPL31P47 FEZ1 MSANTD2-AS1 CCDC15 LINC01395 UBASH3B BAK1P2 PHB1P17 TMEM225 VSIG2 STT3A LINC02873 ETS1 ROBO3 KIRREL3 BMPR1AP2 EI24 ETS1-AS1 DNAJB6P1 PPP1R10P1 LINC02725 ENSG00000255537 FAM118B BSX LINC02551 GLULP3 LINC02712 PANX3 ROBO4 HEPACAM PKNOX2 ESAM HEPN1 RNU6-592P RNU6-256P MIR4493 RNU4-23P RNU6-321P MIR8052 RNU6-1156P RNA5SP352 RNU2-35P MIR125B1 MIRLET7A2 MIR100 RNU4ATAC10P RNU4ATAC5P SNORD14E SNORD14D SNORD14C RN7SKP121 MIR6090 RN7SKP279 OR10N1P VWA5A OR10D1P OR8F1P OR8G7P SLC5A4P1 KCNJ5 RNU6-876P OR10D4P OR8B7P OR8B6P OR8B5P OR8B1P OR8C1P OR8X1P OR8A2P OR8B9P OR8B10P OR8A3P OR8A1 OR8Q1P SLC37A2 MSANTD2 SPA17 OR10G6 OR10G5P OR10G9 OR10D5P ENSG00000245008 KCNJ1 RN7SL351P SRPRA RPL35AP26 DCPS ST3GAL4 KIRREL3-AS1 OR8G3P PATE1 PATE2 PATE3 PATE4 HYLS1 PUS3 DDX25 NAP1L1P1 RPUSD4 RNU4-86P SF3A3P2 SCN3B ZNF202 RNU1-21P OR6M2P OR6M3P TMEM45B PRDM10 PRDM10-DT ELOBP2 RPL34P21 ST14 TP53AIP1 OR8D4 OR8D1 OR10G7 OR8B8 RNU6-874P ZNF123P ARHGAP32 OR8B3 OR8B2 OR10G8 OR10G4 ADAMTS15 OR4D5 OR8G5 CHEK1 OR8G1 OR8D2 OR6T1 OR6X1 OR8B12 OR8B4 OR6M1 KIRREL3-AS2 MIR3167 KIRREL3-AS3 NFRKB TMEM218 CDON VSIG10L2 GRAMD1B FOXRED1 FLI1 OR8G2P APLP2 ZBTB44 NDUFAF2P2 DDX18P5 RN7SL778P ADAMTS8 KCNJ5-AS1 OR10D3 OR10S1 TIRAP TIRAP-AS1 CCDC15-DT ESAM-AS1 ENSG00000255087 ZBTB44-DT ENSG00000254607 ENSG00000288907 GSEC MIR100HG SENCR chr11q25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr11q25 LINC02697 B3GAT1-DT OPCML-IT2 LINC02706 NTM-IT SPATA19 OPCML-IT1 LINC02717 LINC02743 LINC02684 GLB1L2 B3GAT1 RN7SL167P MIR4697 RNU6ATAC12P ENSG00000237654 IGSF9B SNX19 OPCML NTM LINC02730 JAM3 PTP4A2P2 VPS26B THYN1 ACAD8 GLB1L3 NCAPD3 LINC02731 NTM-AS1 LINC02714 chr12p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12p11 STK38L SYT10 LINC02386 ETFBKMT AMN1 H3-5 SINHCAF INTS13 STMN1P1 TMTC1 DDX11 IPO8 DUX4L27 TUBB8P4 RESF1 MED21 FLJ13224 BICD1 AK6P1 BICD1-AS1 TM7SF3 ALG10 ITPR2-AS1 ITPR2 IFITM3P2 RPL12P32 RPL21P99 MREGP1 FGFR1OP2 SNORA75 RNA5SP354 RNA5SP357 RNA5SP356 RNU6-472P RNU6-1069P RNU6-400P RARS1P1 PPFIBP1 MRPS35-DT REP15 HMGB1P49 MRPS35 KLHL42 RN7SKP15 PTHLH TSPAN11 MANSC4 RNU6-494P YARS2 RPL35AP27 C12orf71 ASS1P14 FGD4 RNU4-54P RNA5SP355 CCDC91 ENSG00000246331 LINC00941 PPIAP44 LINC02387 DENND5B RNU6-618P ANKRD49P2 DENND5B-AS1 RNU5F-4P RPL31P50 AK4P3 CAPRIN2 FAR2 ENSG00000257176 ERGIC2 OVCH1 ARNTL2 ARNTL2-AS1 SMCO2 PKP2 LINC02963 OVCH1-AS1 DDX11-AS1 LINC02422 DNM1L chr12p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12p12 SUPT16HP1 RPL7P40 RERG-AS1 SKP1P2 PTPRO BCAT1 SLC15A5 GYS2 METTL8P1 MGST1 RPS27P22 EEF1A1P16 TIMM17BP1 SLCO1B7 LRRC34P1 KNOP1P1 EPS8 PSMC1P8 RERG DERA LINC02468 EGLN3P1 STRAP LINC02955 LINC00477 RERG-IT1 ENSG00000256321 UBE2L2 TDGP1 LINC02566 ETNK1-DT LINC02378 SOX5-AS1 PDE3A-AS1 AEBP2 CMAS SLCO1B3-SLCO1B7 LINC02398 SULT6B2P SOX5 TCP1P3 RNU6-837P MIR3974 MIR920 RNU6-251P RN7SL38P RNU1-149P MIR4302 RN7SKP262 RNU1-146P SLCO1B3 NDFIP1P1 ZKSCAN7P1 PLCZ1 PSMC1P9 CAPZA3 PIK3C2G ETNK1 SLCO1C1 LDHB SSPN PDE3A LINC02909 CENPUP2 DNAI7 ETFRF1 RNU4-67P FAM133GP TUBB4BP1 RERGL KCNJ8 SLCO1B1 IAPP PYROXD1 ELOCP31 RECQL GOLT1B SPX ST8SIA1 LMNTD1 C2CD5 SLCO1A2 BRI3P2 IRAG2 ABCC9 GUCY2C GUCY2C-AS1 H2AJ WBP11 C12orf60 SMCO3 ART4 MGP ERP27 ARHGDIB PDE6H LINC01489 KRAS LMO3 H4-16 BHLHE41 RASSF8 RASSF8-AS1 C2CD5-AS1 RPL7P6 BORCS8P1 RN7SL459P RN7SL67P PDCD5P1 RNU6-254P EEF1A1P4 PLEKHA5 chr12p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12p13 KDM5A FAM138D DDX11L8 ENSG00000255746 IQSEC3 C12orf4 SLC6A12-AS1 LINC02972 SLC2A3 KCNA5 CCDC77 OR7E149P GABARAPL1-AS1 OR7E140P A2ML1-AS1 DDX12P SLC6A13 MFAP5 CLEC4E HSPE1P12 TAS2R50 GAPDHP31 RIMKLB A2MP1 ETV6 LINC02617 CLEC1A TAS2R63P A2ML1-AS2 TAS2R46 CLEC9A NANOGP1 LRP6 GDF3 SMIM10L1 GABARAPL1 PTMAP9 KLRC4-KLRK1 KLRD1 MAGOHB DDX55P1 LINC02367 OR7E148P PLBD1-AS1 NIFKP3 KLRB1 OLR1 CLEC4D YBX3 RPS3AP43 TAS2R19 APOBEC1 CLEC7A LINC01252 MANSC1 OTUD4P1 TAS2R31 HNRNPABP1 LINC00937 RPSAP51 PRB2 LINC02598 A2ML1 STYK1 KLRK1 SLC25A39P2 HIGD1AP8 TAS2R43 BORCS5 PRB4 CLEC6A DPPA3 GNAI2P1 SUPT4H1P2 WASH8P RPL23AP66 TAS2R42 PARP11 CRACR2A HSPA8P5 MRPS18CP4 KLRK1-AS1 BCL2L14 B4GALNT3 KLRA1P NANOGNB TAS2R64P NANOG NTF3 ENSG00000249695 LINC02443 LINC02366 RNU6-275P SNORA75 RN7SKP161 RNU7-60P RNU6-491P MIR1244-4 RNU6-545P RNU6-318P MIR3649 ADIPOR2 RPS4XP14 CACNA2D4 LRTM2 LINC00940 DCP1B CACNA1C-IT1 PHC1 M6PR KLRG1 HNRNPA1P34 VDAC2P2 LINC00612 A2M-AS1 KRT17P8 BTG1P1 PZP TPT1P12 MIR1244-3 PTMAP4 LINC00987 RBP5 RNU6-485P CLSTN3 A2M KLRC3 NINJ2-AS1 LINC02455 RNU4ATAC16P RAD52 LPCAT3 C1R PEX5 RNU6-781P COPS7A LAG3 RN7SL380P CD4 GPR162 P3H3 GNB3 RPL13P5 LRRC23 DSTNP2 ENO2 ATN1 C12orf57 RNU7-1 PTPN6 MIR200C MIR141 SCARNA12 TPI1 TIGAR FGF23 CCND2 LPAR5 ACRBP ING4 PTMS RN7SL69P ATP5MFP5 RN7SL391P VWF EMP1 LINC01559 RNA5SP353 RNU6-590P RN7SKP162 CD163L1 KLRC1 SCNN1A LTBR SRP14P1 TAPBPL CD9 MRPL51 NCAPD2 SCARNA10 GAPDH-DT GAPDH NOP2 CHD4 SCARNA11 IFFO1 MLF2 PHB2 VAMP1 USP5 CD27 PIANP SLC2A14 CLEC4C CDCA3 SPSB2 CD163 GRIN2B WNK1 CREBL2 RPL21P136 GPR19 APOLD1 MIR613 STX8P1 DDX47 DUSP16 RPL13AP20 GPRC5A MIR614 HEBP1 HTR7P1 CACNA1C-AS4 CACNA1C-IT3 CACNA1C-AS3 CACNA1C-AS2 CACNA1C-AS1 CDKN1B C1RL IQSEC3P1 FGF6 CLEC12B TAS2R20 ZNF384 SLC6A12 TMEM52B PLEKHG6 RPL30P11 ATF7IP PLBD1 RN7SKP134 ANO2 KLRC2 PRB1 ACSM4 EIF2S3B CLEC1B HTR1DP1 LINC00942 WNT5B FBXL14 ERC1 RNU6-700P GOT2P3 ENSG00000256442 CLEC2D NPM1P7 LINC02390 CD69 GCNAP1 KLRF1 CLEC2B KLRF2 CLEC2A CLEC12A-AS1 CLEC12A PRH1 PRB3 KLRC4 IQSEC3-AS1 C1RL-AS1 LOH12CR2 GPRC5D-AS1 GPRC5D RAD51AP1 DYRK4 AKAP3 NDUFA9 GAU1 GALNT8 KCNA6 KCNA1 POU5F1P3 GCSHP4 DEFB109F FAM90A1 ALG1L10P FAM86FP LINC02449 HADHAP2 AICDA HSPD1P12 FOXJ2 C3AR1 NECAP1 CLEC4A ZNF705A ENPP7P5 CCND2-AS1 FAM234B TAS2R7 TAS2R8 TAS2R9 PRR4 TAS2R13 PRH2 TAS2R15P TNFRSF1A C1S NINJ2 RNU7-103P CACNA1C ITFG2-AS1 RPL23AP14 CBX3P4 FKBP4 ITFG2 NRIP2 TEX52 FOXM1 RHNO1 TULP3 RNU6-1315P TEAD4 TSPAN9 TSPAN9-IT1 LINC02827 LINC02417 PRMT8 THCAT155 RNU6-174P GSG1 TAS2R30 TAS2R14 TAS2R10 LINC02470 LINC02371 PARP11-AS1 ENSG00000256594 CD27-AS1 LINC02446 CLECL1 ENSG00000256020 FAM66C MIR200CHG EMG1 chr12q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q12 LINC02406 PRICKLE1 TUBB8P5 RPL7AP74 LINC02402 DBX2-AS1 TMEM117 SLC2A13 C12orf40 ALG10B LINC02450 AK6P2 CLUHP8 MRPS36P5 RACGAP1P1 EEF1A1P17 MTND2P17 SSBL3P NF1P12 LINC02461 CPNE8 LINC02400 PDZRN4 MTND1P24 GXYLT1 SCAF11 CPNE8-AS1 DBX2 LINC02451 CNTN1 RPS27P21 ABCD2 RNA5SP360 RNA5SP361 RNA5SP358 RNA5SP359 RNU6-713P KIF21A NELL2 YAF2 PPHLN1 ZCRB1 MIR7851 RNU6-249P RPL30P13 LINC02555 LRRK2-DT LRRK2 ANO6 ADAMTS20 MUC19 PUS7L TWF1 ZNF75BP IRAK4 ARID2 RN7SL246P KNOP1P2 LINC02471 LINC00938 PLEKHA8P1 chr12q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q13 PCED1B SLC38A4 LSM6P2 CCDC184 IFITM3P6 ENDOU SPRYD3 ASB8 PPP1R1A TEX49 OR10A7 SLC38A1 COX14 CCNT1 SLC38A2 CISTR LINC02395 LACRT AQP5-AS1 GPD1 ADI1P3 NCKAP5L LINC02156 SHMT2 GLS2 DCD RPAP3 KRT126P KRT76 GLYCAM1 AQP5 CELA1 FLJ12825 HSPD1P4 PFKM SMAGP HOXC4 KRT125P OR5BK1P BTBD10P1 VTI1BP3 CERS5 SLC38A2-AS1 KRT127P RBMS2 SMARCD1 ITGB7 ITGA5 RACGAP1 IGFBP6 KRT2 FAIM2 VDAC1P5 TMBIM6 ARL2BPP2 BIN2 GALNT6 HIGD1AP1 RARG LINC01154 OR8T1P FAM186A KRT1 LINC02396 DIP2B BCDIN3D EIF4A1P4 SLC4A8 BCDIN3D-AS1 RAPGEF3 FAM242C SOAT2 LRP1-AS KRT77 ENSG00000258086 OR10U1P CALCOCO1 NXPH4 ZNF740 TESPA1 GTSF1 DAZAP2 SLC4A8-AS1 PDE1B RPL35AP28 HNRNPA3P10 OR5BJ1P MIP PHB1P18 SLC48A1 OR11M1P OR8S21P LRP1 NCKAP1L ENSG00000250654 OR5BT1P SPRYD4 STAC3 OR7A19P AQP6 MARK3P1 MIR1293 RNU6-1093P SNORA2A SNORA2B SNORA2C MIR1291 RNU6-333P RN7SKP289 MIR1228 RNU6-769P MIR6757 RNU6-238P RNU6-879P R3HDM2-DT INHBC GLI1 ARHGAP9 MARS1 MIR6758 MIR616 MBD6 PIP4K2C DTX3 ARHGEF25 B4GALNT1 RPL13AP23 ASIC1 SMIM41 KANSL2 SPATS2 TNS2 RNU6-600P RPL32P27 CCDC65 FKBP11 WNT10B RNU6-940P DDN RHEBL1 DHH TUBA1B ARF3 GDF11 SARNP ORMDL2 MMP19 OLA1P3 GSTP1P1 DGKA SDR9C7 GPR182 ZBTB39 TAC3 MYO1A NEMP1 NAB2 STAT6 HDAC7 LINC02354 VDR TMEM106C COL2A1 SENP1 RNU6-1203P MIR6505 EIF4B ZNF641 ZNF385A AQP2 FIGNL2-DT ANKRD33 ACVRL1 ACVR1B RNU6-574P TAMALIN NR4A1 NR4A1AS KIF5A OR6U2P OR10AE3P PSMB3P1 RDH5 CD63 OR6C70 OR6C68 OR6C64P SLC26A10 RNU6-343P ATP5F1B SNORD59A PTGES3 RN7SL809P PRIM1 HSD17B6 NACA MFSD5 ESPL1 PFDN5 MYG1 AAAS SP7 SP1 AMHR2 PRR13 CBX5 MIR3198-2 RN7SL390P SCAT2 NFE2 COPZ1 RNU6-950P MIR148B RN7SL744P GPR84 HNRNPA1 DCTN2 BAZ2A AMIGO2 SCN8A LETMD1 CSRNP2 RPL35AP29 TUBA1A TROAP-AS1 PRPH TROAP C1QL4 DNAJC22 RAB5B SUOX IKZF4 RPS26 PA2G4 RPL41 ESYT1 ZC3H10 MYL6B-AS1 MYL6 SMARCC2 RNF41 NABP2 SLC39A5 ANKRD52 COQ10A CS CNPY2 IL23A RNU7-40P APOF APONP MIR4701 ADCY6-DT CACNB3 RND1 ADCY6 SLC11A2 RDH16 DNAJC14 H1-7 HOXC5 OR2AP1 OR6C2 FIGNL2 PYM1 PMEL CDK2 OR6C4 ERBB3 OR6C7P OR6C75 OR6C71P OR6C66P OR6C73P PHC1P1 OR6C76 OR6C69P OR6C72P OR6C6 OR6C5P ANP32D C12orf54 RPS10P20 LALBA NEUROD4 OR9K1P OR9K2 OR9R1P PRKAG1 DDIT3 OR6C65 ATG101 OR10AD1 TMDD1 SMUG1 PCBP2 PCBP2-OT1 MAP3K12 TARBP2 ATF7-NPFF ATF7 ENSG00000257550 ATP5MC2 NPFF TFCP2 PHB1P19 OR6C3 KRT3 KRT4 KRT79 KRT78 RPL7P41 KRT18 KRT8 OR6C74 OR10P1 ITGA7 KMT2D WNT1 METTL7B TUBA1C CSAD MUCL1 LARP4 OR6C1 POU6F1 BLOC1S1 R3HDM2 NDUFA4L2 PAN2 LIMA1 SLC38A4-AS1 CD63-AS1 INHBE RNU6-87P RNU6-1273P RNU6-199P METTL7A ATF1 RN7SL519P TMPRSS12 HIGD1C MYL6B OR7E47P LINC00592 KRT80 LINC02874 METTL7AP1 KRT7 KRT7-AS KRT86 KRT87P ENSG00000284883 KRT81 KRT83 KRT89P KRT85 KRT84 KRT82 KRT90P KRT75 KRT6B KRT6C KRT6A KRT5 KRT71 KRT74 KRT72 KRT73-AS1 KRT73 KRT128P MIR4698 PPIAP45 LINC02416 MIR4494 TIMELESS STAT2 KCNH3 MCRS1 PRPF40B FAM186B RNU6-834P POLR2KP1 PARK7P1 HIGD1AP9 FMNL3 HOXC13-AS HOXC13 HOXC12 HOXC11 HOXC-AS3 HOXC10 HOXC6 MIR196A2 HOXC-AS2 HOXC9 HOXC-AS1 HOXC8 MIR615 HOTAIR OR8S1 ENSG00000283536 OR5BS1P DDN-AS1 LMBR1L OS9 MYG1-AS1 TNS2-AS1 CNPY2-AS1 TMEM198B LINC02381 RPAP3-DT PCED1B-AS1 DDX23 chr12q14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q14 RPS3P6 GAPDHP44 LINC02448 ENSG00000258231 RPL14P1 KLF17P1 RSL24D1P5 SLC16A7 CTDSP2 ATP23 LDHAL6CP ENSG00000245651 PPM1H HNRNPA1P69 DUX4L52 RPL21P104 USP15 CAND1 KRT8P19 GGTA2P LINC02403 MON2 KRT18P60 LINC02388 RPL21P103 RPS6P22 MSRB3-AS1 PCNPP3 RNU6-871P RN7SKP65 RNU6-279P RNU4-20P RNU6-595P RNU1-83P MIR6125 AGAP2-AS1 TSPAN31 CDK4 MIR6759 MARCHF9 CYP27B1 METTL1 EEF1AKMT3 TSFM RNU6-1083P AVPR1A MSRB3 RNU6-399P LINC01465 MIRLET7IHG MIRLET7I RPL32P26 RPSAP52 HMGA2-AS1 MIR6074 LINC02425 RPL21P18 RNA5SP362 LRIG3 HMGA2 KICS2 RNU6-1009P RNU5A-7P C12orf56 OOEPP2 ATP6V1E1P3 XPOT RASSF3-DT MIR548Z MIR548C TBK1 RASSF3 GNS RPL7P39 LINC02389 LINC02231 RNU6ATAC42P WIF1 RNU6-166P APOOP3 LEMD3 LLPH LLPH-DT IRAK3 RBMS1P1 MIR6502 PDCL3P7 RN7SKP166 HELB OSBPL9P5 OSBPL9P4 RAB11AP2 TBC1D30 TAFA2 TMBIM4 RXYLT1 RXYLT1-AS1 PABPC1P4 AGAP2 MIR26A2 AVIL LINC02454 LRIG3-DT DPY19L2 SRGAP1 RPL36AP41 GRIP1 GIHCG chr12q15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q15 IL22 KRT8P39 IL26 ATP5PDP4 MRPL40P1 LINC02421 BEST3 CPSF6 PTPRR LINC02408 LYZ SLC35E3 HNRNPA1P70 IFNG-AS1 C1GALT1P1 NTAN1P3 RPSAP12 NUP107 RPL39P28 RPL7P42 LINC02420 LINC01479 CCT2 LINC02442 RAP1B LRRC10 RPL10P12 IFNG PRELID2P1 CPM RPS26P45 LINC02373 YEATS4 RN7SL804P MIR3913-1 SNORA70G MIR3913-2 RNU7-4P MIR1279 ENSG00000247131 MYRFL LINC02821 KCNMB4 RNU4-65P DYRK2 RAB3IP FAHD2P1 CNOT2 PTPRB FRS2 MDM1 MDM2 NUP107-DT PRANCR LINC02384 chr12q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q21 THAP2 RPL7AP9 VENTXP3 RPL10P13 PPP1R12A TMEM19 ACSS3 PPP1R12A-AS1 RPL6P25 PAWR BTG1 LINC02464 MRS2P2 SYT1 LRRIQ1 NAV3 YWHAQP7 SNRPGP20 PPP1R12A-AS2 ALX1 CCER1 LINC01490 TPH2 CCDC59 LNCOG POC1B-GALNT4 DUSP6 METTL25 CENPCP1 LINC02820 LINC02426 ATXN7L3B PPFIA2-AS1 RPL23AP68 TMTC2 RAB21 POC1B LINC00615 RPL21P106 LINC02392 OSBPL8 KITLG LINC02445 MKRN9P MYF6 RPL7P43 CSRP2 GALNT4 CYCSP30 E2F7 TMTC3 LINC02394 LINC02258 MRPS6P4 LINC02444 LINC02882 MRPL2P1 MYF5 BBS10 TSPAN8 ATP2B1-AS1 LGR5 PRXL2AP1 LINC02424 BRWD1P2 NOP56P3 LINC02399 RNU6-1012P RN7SKP172 SNORA70 MIR1252 RNU7-120P RNU1-117P RNA5SP363 MIR617 MIR618 MIR4699 RNA5SP365 RNU6-148P RNU6-977P RPS4XP15 C12orf50 C12orf29 RNA5SP364 KCNC2 ZFC3H1 EPYC LUM DCN RN7SL734P PHLDA1-AS1 PHLDA1-DT NAP1L1 RNU6-1271P CEP290 KERA ATP2B1 PPFIA2 TSPAN19 SLC6A15 RPL7P38 RNU7-106P RN7SKP261 PTPRQ AKIRIN1P1 OTOGL TBC1D15 ZDHHC17 PHLDA1 LIN7A GLIPR1L1 GLIPR1L2 GLIPR1 GLIPR1-AS1 KRR1 TRHDE-AS1 H3P35 CHCHD3P2 TRHDE RASSF9 NTS MGAT4C LINC02823 LINC02404 CAPS2-AS1 CCNG2P1 LINC01619 LINC02458 ENSG00000288941 CAPS2 BTG1-DT POC1B-AS1 LINC02822 ENSG00000257526 ENSG00000289309 chr12q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q22 RPL41P5 CBX3P5 NSA2P2 ENSG00000257283 SOCS2-AS1 FGD6 SUCLG2P2 TMCC3 UBE2N PLXNC1 METAP2 LINC02391 SOCS2 EEA1 NTN4 USP44 NACAP8 CRADD NUDT4 ENSG00000258274 LINC02412 LSM3P2 LINC02413 RBMS2P1 CEP83-DT RN7SL737P MIR331 RNU6-808P MIR5700 RNU6-1329P RN7SL483P MIR3685 MIR7844 RN7SL330P RNU6-735P RN7SL630P RNU6-247P RN7SKP263 HNRNPA1P50 MRPL42 CLLU1-AS1 CLLU1 KRT19P2 MIR492 NR2C1 NDUFA12 PLEKHG7 CEP83 VEZT LINC02397 PGAM1P5 chr12q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q23 LINC02410 EEF1A1P33 SPIC LINC02452 CHST11 ALDH1L2 LINC02456 ELK3 ANO4 MYBPC1 EEF1B2P4 CDK17 UHRF1BP1L CMKLR1 WASHC3 GNPTAB HAL GAS2L3 APPL2 RPL30P12 TTC41P CCDC38 PIGAP1 NR1H4 SNX5P2 GOLGA2P5 TMEM263 C12orf75-AS1 MTERF2 POLR3B PMCH CKAP4 LINC00485 RIC8B HELLPAR CRY1 HSPE1P4 WSCD2 HCFC2 SLC5A8 CFAP54 RPS27P23 NUP37 ENSG00000257545 LTA4H LINC02409 AMDHD1 PAH NOPCHAP1 TCP11L2 DRAM1 UHRF1BP1L-DT SETP7 NENFP2 UTP20 SCYL2 ARL1 YPEL5P3 ASCL1 BTBD11 ENSG00000257711 KRT18P20 SLC17A8 ST13P3 CHPT1 SNRPF-DT CASC18 SYCP3 NT5DC3 MIR4495 RNU6-768P RN7SL88P RNA5SP367 RNU4-24P RNU6-1183P RNU5E-5P RNU4-41P RNA5SP369 RN7SL793P MIR4303 RNU6-101P RNY1P16 RNA5SP368 RNU6-172P RNU6-36P RNU6-1068P RNU7-94P MIR1827 RNA5SP371 RN7SL176P RN7SKP11 MIR3922 MIR1251 MIR135A2 SLC9A7P1 PPIAP8 SNORA53 IKBIP TMPO IGF1 C12orf75 WASHC4 NEDD1 LINC01498 FICD SART3 ISCU TMEM119 RFX4 ENSG00000257860 LINC02401 STAB2 NFYB RNA5SP370 LINC02385 RPL18AP3 EID3 PARPBP HSP90B1 MIR3652 C12orf73 TDG ACTR6 NUAK1 GLT8D2 SLC25A3 APAF1 RNA5SP366 ENSG00000258039 GARIN6 DEPDC4 SLC41A2 PWP1 PRDM4 ENSG00000258136 ASCL4 ANKS1B RPS4XP1 C12orf42 SNRPF TMPO-AS1 TXNRD1 RMST PAFAH1B2P2 LINC02453 TMEM263-DT chr12q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr12q24 HSPA8P14 ALDH2 LINC02457 PCNPP1 MAP1LC3B2 SNRPGP18 SH2B3 LINC02423 HAUS8P1 HPD ENSG00000258240 ELOCP32 DYNLL1P4 LINC02439 FBXW8 GLULP5 RILPL1 LINC02418 LINC02440 KSR2 DENR LINC02459 IFITM3P5 ANAPC5 ADGRD1-AS1 PSMD9 TESC RBM19 CAMKK2 MLXIP SUDS3 LINC02825 RPL23AP67 CCDC60 TESC-AS1 SRRM4 CFAP251 GALNT9 LINC02419 LINC02372 TMEM132D-AS1 LINC02347 PLA2G1B ENSG00000255595 ADGRD1 SNRNP35 LINC00943 LINC00508 LINC02826 ZNF10 UBA52P7 SSH1 MAPKAPK5 TMEM132D-AS2 RFC5 LINC02441 ALKBH2 TAOK3 PEBP1 MSI1 LINC02369 USP30 RPS2P5 LINC02359 CUX2 LINC00507 ADAM1A RPS27P25 LINC01257 RPS2P41 DAO CCDC63 ADAM1B NDUFA5P6 ENSG00000255916 LINC02463 RPS6P20 FAM32EP LINC02368 SLC15A4 LINC02824 MYL2 LINC02370 NLRP9P1 COPS5P2 ATXN2-AS RPH3A LINC02356 P2RX7 LINC02405 TMEM132D TMEM116 GLT1D1 ANKLE2 TBX3-AS1 LINC02376 LINC02460 SLC25A3P2 BRAP LINC02415 RPL17P37 LINC02393 TBX3 SVOP ANHX LINC02411 VSIG10 LINC02375 HSPE1P20 MIR4472-2 MIR6761 MIR6760 MIR1302-1 MIR619 RNU6-1188P RNA5SP373 MIR620 RNU6-1088P RNA5SP374 RN7SL865P RNU7-170P RNA5SP372 MIR7107 RNU1-104P RNA5SP376 MIR3612 RNU6-717P RN7SL508P RNU6-361P RN7SKP216 OSTF1P1 TBX5 LRRC43 IL31 B3GNT4 VPS33A RPL21P1 CLIP1-AS1 BCL7A ZNF268 ACAD10 FAM222A FAM222A-AS1 MIR4497 RN7SL441P TRPV4 GLTP IMMP1LP2 COX6A1 TRIAP1 GATC RPL31P52 SRSF9 DYNLL1 COQ5 RPL29P24 POP5 RPL11P5 ATXN2 MIR3908 TMED2-DT TMED2 DDX55 SNORA9B EIF2B1 GTF2H3 ATP6V0A2 RPL27P12 DNAH10 DNAH10OS ENSG00000256884 LINC00934 HSPB8 MIR4496 RNU7-169P TPCN1 SELPLG CORO1C WSB2 MED13L FOXN4 LINC01486 KCTD10 UBE3B MMAB RNU4-32P RN7SKP250 ZCCHC8 RSRC2 KNTC1 HCAR2 HCAR3 HCAR1 CCDC62 HIP1R VPS37B MIR4304 PITPNM2-AS1 SPRING1 RNU6-558P HRK ENSG00000240100 TMEM233 RN7SKP197 PRKAB1 CIT MIR1178 RPL35AP30 RNFT2 ENSG00000257279 DIABLO SCARB1 RNU6-927P MIR5188 RPL22P19 LINC02414 RNA5SP377 RPS6P21 SFSWAP RNA5SP378 RNU6-1017P ULK1 PUS1 MMP17 MIR6763 LRCOL1 P2RX2 PXMP2 PGAM5 RNA5SP379 FBRSL1 OAS1 OAS3 OAS2 C12orf43 OASL2P SNORA70 TCTN2 HMGA1P3 ARPC3 GPN3 RPL31P49 FAM216A VPS29 RAD9B PPTC7 RN7SL387P HVCN1 PPP1CC RPL29P25 TCTN1 MIR6762 PLBD2 SDS SDSL LHX5 SLC8B1 MPHOSPH9 CDK2AP1 RNA5SP375 SBNO1 MIR8072 MTRFR DHX37 BRI3BP THRIL AACS CLIP1 ZNF140 SIRT4 ZNF891 RILPL2 RNF10 CLIC1P1 RPL12P33 HNF1A ATP2A2 RN7SL769P ERP29 NAA25 MIR3657 TRAFD1 MIR6861 RN7SKP71 RPL7AP60 HECTD4 ANAPC7 TMEM132C PHETA1 PITPNM2 FZD10 TMEM132B RPS15AP32 CFAP73 DDX54 MIR7106 RITA1 IQCD DTX1 TCHP ANKRD13A IFT81 CABP1-DT MLEC UNC119B MIR4700 ACADS SPPL3 ARF1P2 CABP1 RPL6 PTPN11 C12orf76 SETD1B KMT5A FBXO21 NOS1 UBC KDM2B GIT2 ABCB9 P2RX4 ACACB PIWIL1 STX2 RNU6-1077P RAN RIMBP2 KDM2B-DT RNU6-1004P MORN3 TMEM120B RHOF LINC01089 BICDL1 RAB35 GCN1 MIR4498 RPLP0 PXN RPS20P31 NME2P1 RNU4-2 RNU4-1 CHFR RPS11P5 RNU6-327P CHFR-DT ZNF605 NANOGNBP2 ZNF26 RNU4ATAC12P PTP4A1P2 ZNF84 GOLGA3 RASAL1 RNF34 FZD10-AS1 ENSG00000256732 MVK CCDC92 ZNF664 RFLNA MIR6880 NCOR2 ARL6IP4 ORAI1 MYO1H UNG OGFOD2 OASL POLE ZNF84-DT LINC00944 LINC02985 HNF1A-AS1 LINC00939 TBX5-AS1 MAPKAPK5-AS1 SBNO1-AS1 LHX5-AS1 LINC01234 LINC00173 PXN-AS1 LINC01405 USP30-AS1 NRAV SNORA49 EP400P1 DDX51 NOC4L LINC02361 EP400 chr13q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q11 SNX18P26 GXYLT1P1 CNN2P12 LINC00349 LINC00328-2P ANKRD20A9P SNX19P2 TERF1P5 RHOT1P3 ZNF962P FAM207BP GGT4P FEM1AP4 IGSF3P1 LINC00387 ZNF965P CYP4F34P LONRF2P2 LINC00388 FAM230C BNIP3P7 KMT5AP1 RNU6-76P RNU6-55P chr13q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q12 ANKRD26P4 PARP4 USP12-DT MIPEP LINC00442 PSPC1P1 CYCSP33 TPTE2P6 LSP1P1 LINC00297 KATNAL1 LINC00365 C1QTNF9-AS1 UBE2L5 PAN3-AS1 USPL1 LINC00384 URAD MTCO3P2 HMGB1 LINC00572 USP24P1 HSPH1 RPS20P32 LINC02340 MTUS2-AS1 LINC01066 CRYL1 LINC00398 SMPD4P2 RPS21P8 RBM22P2 ATP5F1EP2 CDX2 PAN3 PRDX2P1 LINC00385 LINC00412 GPR12 LINC01076 MTUS2-AS2 WASF3 ANKRD26P3 EEF1A1P3 WDR95P SPATA13-AS1 USP12-AS1 ENSG00000287376 LINC01053 GTF3A MFAP1P1 B3GLCT FGFR1OP2P1 KATNBL1P1 PTPN2P2 GTF2IP3 LINC00408 WASF3-AS1 FLT1 SPATA13 PSPC1P2 CHCHD2P8 USP12 RPL23AP69 SLC7A1 LINC00427 LINC00543 MEDAG LINC01079 GAPDHP69 NUS1P3 ZMYM5 CENPIP1 TEX26 LINC00566 UBL3 TIMM8BP1 FLT3 TUBA3C PHF2P2 RNA5SP24 MIR4499 SNORD102 SNORA27 RNY1P1 RN7SL272P RNU6-70P RNU6-82P RNU6-63P MIR2276 RNU6-64P NME1P1 MTND3P1 FTH1P7 DDX39AP1 RPL7AP73 IPMKP1 RFESDP1 BASP1P1 NUS1P2 HMGA1P6 RNY3P4 LINC00362 RNU6-58P TATDN2P3 SDAD1P4 RPLP1P13 SACS-AS1 LINC00327 LINC00352 C1QTNF9B ANKRD20A19P IPO7P2 PCOTH RASL11A SGCG ALOX5AP IFT88 TNFRSF19 KRR1P1 LINC01072 GJA3 PPIAP28 LINC00556 GJB2 GJB6 ZMYM2 SLC35E1P1 RNU2-7P EEF1AKMT1 RANP8 CNOT4P1 HNRNPA1P30 PPIAP27 RPSAP54 LATS2 LATS2-AS1 RNU4-9P RPS12P23 IPPKP1 CENPJ SLC25A15P3 RPL34P27 ELOBP1 RNU6-78P RN7SL741P RNY1P3 SHISA2 LINC00415 MTIF3 MTUS2 PABPC3 AMER2 ATP8A2P3 PRUNEP1 RNF6 THAP12P6 ATP8A2 SACS RPL21 IL17D LNX2 NPM1P4 GSX1 PLUT RNU6-73P PDX1 POLR1D SNORD27 SKA3 MRPL57 LINC01046 GRK6P1 GAPDHP52 RNA5SP25 ZDHHC20-IT1 H2BP6 MICU2 FNTAP2 RNU6-59P RPS7P10 FGF9 RN7SL766P LINC00424 ESRRAP2 ENSG00000289133 XPO4 LINC00540 LINC01058 LINC00426 LINC00544 LINC00463 MTMR6 MRPL3P1 LINC00421 PARP4P2 CCNQP3 SLC25A15P2 CYCSP32 MRPS31P2 ESRRAP1 LINC00350 GOLM2P1 MPHOSPH8 PSPC1-AS2 PSPC1 RN7SL166P ST6GALNAC4P1 TPTE2 EIF4A1P7 SLC46A3 RNU6-53P CYP51A1P2 POM121L13P POMP NUP58 C1QTNF9 SAP18 IRX1P1 ANKRD20A10P ATP12A RNY1P7 RPL26P34 RNF17 CDK8 RPS3AP44 LINC00539 ZDHHC20 TEX26-AS1 TPTE2P1 LINC00621 MIPEPP3 LINC00545 chr13q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q13 HSPD1P9 CCNA1 STARD13-AS SOHLH2 LINC02334 LINC00457 STARD13-IT1 LINC02343 GAMTP2 LINC00366 POSTN CCDC169-SOHLH2 FREM2-AS1 TOMM22P3 PRDX3P3 PROSER1 LINC00547 KL LINC00437 PLA2G12AP2 FREM2 VDAC1P12 UFM1 RFC3 ANKRD26P2 NHLRC3 RPS12P24 SERTM1 GAPDHP34 LINC01048 NXT1P1 STARD13 TCEAL4P1 CCDC169 LINC02344 STOML3 H2ACP1 RNU5A-4P RNA5SP26 RNU6-56P RN7SKP1 ZAR1L IFIT1P1 N4BP2L1 ATP8A2P2 ARL2BPP3 NDE1P2 SMAD9 SMAD9-IT1 LAMTOR3P1 RPL29P28 EIF4A1P5 CSNK1A1L RFXAP TRPC4 DCLK1 RNU6-71P SPART SPART-AS1 RXFP2 FRY EEF1DP3 FRY-AS1 PDS5B RNY1P4 LINC00423 ZBED9P1 PHB1P13 MAB21L1 LINC00445 SUPT20H NBEA ALG5 EXOSC8 N4BP2L2-IT2 N4BP2L2 BRCA2 LINC00571 chr13q14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q14 RPL17P51 GPALPP1 LINC00330 FABP3P2 NUFIP1 KPNA3 SMARCE1P5 LINC00562 LINC00332 CAB39L CYCSP34 RGS17P1 CHCHD2P11 TIMM9P3 RAD17P2 SMIM2-IT1 SLC25A15 DNAJC15 GTF2F2 ZNF646P1 PPIAP26 LINC00407 SERP2 LINC00558 GNG5P5 FNDC3A FHP1 SUGT1P3 LHFPL6 LINC01065 AKAP11 SMIM2 COX7CP1 ERICH6B RPL13AP25 TPTE2P5 PCDH8 CNMD NAP1L4P3 TPTE2P2 ELF1 COX4I1P2 TSC22D1 LINC02333 CBY2 OGFOD1P1 OLFM4 RLIMP1 LINC01050 WBP4 LINC02341 FOXO1 COG3 LRCH1 LINC00428 CDADC1 ZDHHC4P1 COG6 MRPS31 LINC02938 RPL27AP8 NRAD1 TSC22D1-AS1 AKR1B1P4 PCDH8P1 PPIAP25 SUCLA2-AS1 CDKN2AIPNLP3 AZU1P1 ARL11 EBPL MLNR FAM216B MIR320D1 MIR621 MIR4305 RNY4P14 RNY3P9 RN7SKP2 MIR8079 RN7SL49P RN7SKP3 RNA5SP27 RN7SL700P RN7SKP4 RNU6-60P RNY3P2 MIR759 RN7SL618P MIR1297 ITM2B PPP1R26P1 PCNPP5 LINC01077 TRIM13 MIR3613 KCNRG MIR16-1 MIR15A RPL18P10 ST13P4 RPL34P26 RNA5SP28 RNASEH2B-AS1 RNASEH2B GUCY1B2 RNA5SP29 DLEU1 RPL5P31 PRELID3BP2 MIR5693 FAM124A TMEM272 CTAGE3P RN7SL288P RN7SKP5 ABITRAMP1 LINC00563 RNU2-6P RNU6-68P PPP1R2P4 ENSG00000285576 OR7E101P COX17P1 FKBP1AP3 CPB2 LCP1 SIAH3 LINC01198 NUDT15 MED4 MED4-AS1 POLR2KP2 PSME2P2 RB1 DGKH SUCLA2 SNORA31B SNORA31 RCN1P2 SLC25A30 SLC25A30-AS1 TPT1 ESD HTR2A HTR2A-AS1 RCBTB2 RUBCNL EPSTI1 MIR3168 RN7SL597P KBTBD6 CALM2P3 KBTBD7 MORF4L1P4 MTRF1 RAC1P3 NAA16 RNU6-57P TUBBP2 OR7E36P OR7E155P OR7E37P RGCC ENSG00000288598 VWA8 MIR5006 RN7SL515P RNU6-74P KARS1P1 VWA8-AS1 RPS28P8 MAPK6P3 LPAR6 RNY4P30 CTAGE10P RNY4P9 SPRYD7 UTP14C ENSG00000273523 NEK3 THSD1P1 INTS6 INTS6-AS1 RPS4XP16 RN7SL320P SNRPGP11 MIR4703 RNU6-65P RNY1P6 RN7SL413P ATP5PBP1 CCDC70 DLEU7 SERPINE3 KCTD4 CYSLTR2 THSD1 RNY4P24 VPS36 CKAP2 LINC00345 TPTE2P3 MRPS31P4 SUGT1 HNRNPA1L2 C13orf42 SETDB2 SNRPGP14 PHF11 RCBTB1 LINC00400 ENOX1 RPL36P19 ENOX1-AS2 ENOX1-AS1 CCDC122 LACC1 DGKZP1 ZC3H13 NEK5 LINC00462 ENSG00000288743 WDFY2 DHRS12 FABP5P2 TNFSF11 ATP7B ALG11 MRPS31P5 LRRC63 LINC00390 CPB2-AS1 LINC00598 TUSC8 RB1-DT LINC01055 TPT1-AS1 DLEU2 SUGT1-DT SMIM2-AS1 LINC00458 CKAP2-DT ENSG00000278390 chr13q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q21 RPP40P2 POLR3KP1 SLC25A5P4 LINC00378 PRR20FP RPSAP53 DNAJA1P1 DIAPH3-AS1 ELL2P3 BCRP9 MZT1 H3P36 LINC00374 RPL37P21 RPL35AP31 PIBF1 BORA KLHL1 LINC01442 HNF4GP1 RPL12P34 PCDH9-AS4 HMGN2P39 LINC00364 ZDHHC20P4 LINC00550 PCDH9-AS2 NPM1P22 RPL31P53 RPL18AP17 ENSG00000288015 SPATA2P1 MTCL1P1 RPL21P109 PRR20B HNRNPA1P18 RPS3AP52 CTAGE16P PRR20D PRR20E OR7E33P MTCO2P3 DACH1 OR7E111P RPS10P21 RABEPKP1 PCDH9-AS3 LINC02338 PRR20A SNRPFP3 DIAPH3 SRSF1P1 PCDH17 RPL21P110 LINC02342 DIS3 LINC00383 PRR20C PCDH9 PCDH9-AS1 LINC00348 LINC02335 ENSG00000286820 MIR5007 RN7SKP6 RNA5SP30 RNY4P29 MIR3169 RNU7-88P RNY3P5 RN7SL375P RNU7-87P RN7SL761P RNU6-80P RNY3P10 RNU6-54P DIAPH3-AS2 RNY4P28 LINC00434 TARDBPP2 RNA5SP31 EIF4A1P6 TDRD3 PSMC1P13 ATXN8OS LINC00395 OR7E156P LINC02339 RAC1P8 LINC00358 LINC01075 LINC01074 LINC00459 RPL32P28 SQSTM1P1 LINC00448 LINC00376 RNU6-81P PPP1R2P10 LINC00355 OR7E104P NFYAP1 LGMNP1 STARP1 HNRNPA3P5 LINC01052 MIR548X2 MIR4704 TRIM60P19 ENSG00000237378 ENSG00000285566 PCDH20 chr13q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q22 MARK2P12 FABP5P1 LINC00393 SCEL CTAGE11P TBC1D4 RPL21P108 KLF5 ENSG00000285746 RPL31P54 SLAIN1 PSMD10P3 LINC00392 LINC01078 ENSG00000286330 EDNRB LINC00446 ELOCP23 ENSG00000177596 LINC00381 SRGNP1 SCEL-AS1 SPTLC1P5 LINC00347 RIOK3P1 SSR1P2 EDNRB-AS1 LINC01069 RNY1P8 RNU4-10P RNU6-66P RNU6-79P RNY1P5 RN7SL571P RNY3P7 MIR3665 RN7SL810P RNY3P3 RNU6-38P UCHL3 LMO7-AS1 FAM204CP KCTD12 BTF3P11 ACOD1 RPL7P44 DHX9P1 CLN5 FBXL3 MYCBP2-AS1 MYCBP2-AS2 KLF12 COMMD6 LINC00402 MYCBP2 LMO7 LMO7DN LMO7DN-IT1 LINC00561 LINC01034 OBI1-AS1 chr13q31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q31 NIPA2P5 PWWP2AP1 HSPD1P8 RPL21P111 LINC00331 UBBP5 LINC00333 SPRY2 MTND4P1 PPIAP23 RBM26-AS1 ENSG00000271776 UBE2D3P4 LINC00377 BCAS2P3 POU4F1 LIN28AP2 CCT5P2 LINC00410 SP3P LINC00440 HIGD1AP2 TXNL1P1 HNRNPA1P31 LINC00560 MTND5P3 MIR17HG VENTXP2 ARF4P4 LINC00363 PTMAP5 KRT18P27 LINC01038 LINC00430 LINC01080 DDX6P2 FABP5P4 LINC00351 LINC02336 BRK1P2 GPC5-AS1 LINC01047 LINC00353 LINC00382 PEX12P1 LINC00433 GPC5-IT1 SLITRK6 GPC5-AS2 TET1P1 LINC00380 LINC01049 LINC00373 RPL29P29 DPPA3P3 LINC00379 GYG1P2 LINC00564 RPL7L1P1 LINC00375 LINC00397 OBI1 LINC00559 TRIM60P13 FAR1P1 GPC5 GPC6-AS1 MOB1AP1 LINC01040 GPC6 HNRNPA1P29 GPC6-AS2 GRPEL2P1 RNA5SP33 RNU6-61P RNU6-77P MIR4500 RNU6-67P RNU4ATAC3P MIR548AS RNA5SP35 MIR17 RNU6-75P MIR18A MIR19A MIR20A MIR19B1 MIR92A1 RNA5SP34 MIR622 RBM26 SLITRK1 SLITRK5 MIR4500HG NDFIP2-AS1 LINC01068 NDFIP2 chr13q32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q32 TGDS UBAC2 DCT TM9SF2 LINC00557 ARF4P3 IPO5 RPS26P47 BRD7P5 SOX21 SLC15A1 PCCA-AS1 STK24-AS1 MTND6P18 GPR180 RPL21P112 COX5BP6 FTLP8 ABCC4 AMMECR1LP1 TULP3P1 NUS1P4 DNAJC3 CYCSP35 NALCN-AS1 CALM2P4 FARP1-AS1 MTND5P2 RPL7AP61 HSP90AB6P CLDN10 MTCYBP3 CLDN10-AS1 PCCA HMGB3P4 HMGN1P24 RNF113B MEMO1P5 CCR12P FARP1 RN7SL585P RNY4P27 RNY3P8 RNU6-62P RN7SL164P MIR4501 RN7SKP7 RNA5SP36 RN7SKP8 MIR3170 RN7SL60P MIR623 LINC00411 DZIP1 RN7SKP9 H2AZP3 GPR183 STK24 TMTC4 LINC00456 RNA5SP37 RAP2A PSMA6P4 HS6ST3 GPR18 GGACT OXGR1 MBNL2 ZIC2 LINC00554 NDUFA12P1 ASNSP3 RPL15P18 ZIC5 LINC01232 LINC00449 LINC01039 CFL1P8 MIR4306 CLYBL-AS2 CLYBL-AS1 CLYBL UGGT2 LINC00391 SOX21-AS1 DNAJC3-DT UBAC2-AS1 PCCA-DT DOCK9-AS1 RPL7L1P12 RNU6-83P DOCK9-DT RPS6P23 GAPDHP22 DOCK9 chr13q33 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q33 LIPT1P1 RPL39P29 ATP6V1G1P7 LINC01309 ENSG00000287734 FGF14-IT1 LINC00343 NALF1-IT1 MYO16 RPL35P9 HMGB3P7 LINC01067 PPIAP24 LINC00370 LINC00399 NALF1 RPL7P45 MYO16-AS2 MYO16-AS1 ATP5MC1P5 LINC00443 FGF14-AS1 ARGLU1 LINC00460 RNU1-24P MIR2681 RNY1P2 MIR4705 SNORD31B MIR1267 RNA5SP38 NALCN LINC00555 CCDC168 TEX30 POGLUT2 BIVM-ERCC5 BIVM EFNB2 ABHD13 RNA5SP39 HCFC2P1 FGF14 DAOA-AS1 TNFSF13B METTL21C ERCC5 SLC10A2 DAOA LIG4 ITGBL1 METTL21EP TPP2 LINC00551 FGF14-AS2 chr13q34 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr13q34 COL4A2 ENSG00000279965 C13orf46 SOX1 COL4A1 SOX1-OT IRS2 LINC00567 SPACA7 ATP4B LINC00552 LINC01070 LINC01043 F10-AS1 ANKRD10 LINC01044 PROZ TMEM255B PCID2 LINC00676 TUBGCP3 RPL21P107 KARS1P2 GRK1 LINC02337 ENSG00000283828 F10 MCF2L RASA3 LINC00396 CUL4A RN7SKP10 RN7SL783P MIR8073 F7 GAS6-AS1 GAS6 GAS6-DT LINC00454 LINC00452 LINC00565 COL4A2-AS2 COL4A2-AS1 RAB20 CARS2 ING1 NAXD ANKRD10-IT1 PARP1P1 SPACA7BP LINC00431 LINC00368 ARHGEF7-AS2 ARHGEF7-IT1 ARHGEF7-AS1 TEX29 ATP11AUN ATP11A-AS1 MCF2L-AS1 ATP11A MIR8075 LDHBP1 LAMP1 GRTP1 GRTP1-AS1 DCUN1D2 DCUN1D2-AS RNU1-16P TMCO3 TFDP1 ADPRHL1 LINC00404 PRECSIT ARHGEF7 RASA3-IT1 CFAP97D2 CDC16 MIR548AR MIR4502 UPF3A CLCP2 CHAMP1 LINC01054 RPL23AP97 LINC00354 chr14q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q11 BNIP3P6 CDRT15P13 ENSG00000275563 GRAMD4P4 TOMM40P1 POTEM NF1P10 MED15P1 OR11H13P NBEAP6 NF1P7 RPL22P20 DUXAP10 NEK2P1 TRDJ1 TRDV2 TRAJ60 TRDD1 TRAJ54 TRAJ49 TRDJ3 TRDD3 NBEAP5 TRAJ48 TRAJ59 DUXAP9 TRAJ61 TRDC TRAJ58 TRDJ4 TRAJ47 TRDJ2 TRAJ56 BMS1P17 TRDD2 TRAJ53 TRAJ45 TRAJ52 TRAJ55 ARHGAP42P5 TRDV3 TRAJ51 TRAJ57 TRAJ50 LINC02297 TRAJ46 RNU6-458P RNU6-1239P TRAJ44 TRAJ43 TRAJ42 TRAJ41 TRAJ40 TRAJ39 TRAJ37 TRAJ36 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 TRAC LINC02332 DAD1 OXA1L-DT OR6E1P OXA1L LRP10 REM2 RBM23 PRMT5-AS1 PRMT5 AJUBA AJUBA-DT C14orf93 PSMB5 PSMB11 C14orf119 LMLN2 HOMEZ H3P37 PPP1R3E EFS IL25 CMTM5 MYH7 ZFHX2-AS1 THTPA AP1G2 AP1G2-AS1 BRD7P1 RN7SKP205 LINC00596 DHRS4 TRAJ38 DHRS2 OR4K16P OR4U1P OR4L1 RNA5SP380 OR4T1P PSMB7P1 GTF2IP22 OR11G1P OR11P1P OR11H5P OR11H6 OR11H7 TTC5 CCNB1IP1 SNORA79B SNORD126 RPPH1 TEP1 RNA5SP382 KLHL33 OSGEP APEX1 PTCD2P1 SETP1 RNASE9 ENSG00000258573 OR6S1 RNASE4 EGILA RANBP20P EDDM3DP EDDM3A EDDM3B RNASE6 RNASE1 RNASE2 RN7SL189P ENSG00000258471 SLC39A2 MIR6717 TPPP2 RNASE13 RNASE7 RNASE8 ARHGEF40 ZNF219 CKAP2P1 RNU6-252P OR5AU1 SMARCE1P3 LINC00641 SUPT16H SNORD9 ANG LINC01297 GRAMD4P3 POTEG RNU6-1268P MED15P6 ARHGAP42P4 OR4N2 OR11K2P OR4H12P OR4N1P OR4K6P OR4K3 OR4K4P DHRS4L1 CARMIL3 PCK2 CHD8 SNORD8 EIF4EBP1P1 RN7SL650P RAB2B MYH6 PIP4P1 METTL17 RBBP4P5 OR10G1P UBE2NP1 TRAV1-1 OR10G2 TRAV1-2 ARL6IP1P1 TRAV2 TRAV3 TRAV4 TRAV5 RPL4P1 OR4Q3 BCL2L2 PARP2 MMP14 TOX4 METTL3 SALL2 RPGRIP1 HAUS4 OR4K2 OR4M1 OR4K14 OR6J1 OR4K13 OR4K1 OR10G3 NF1P4 NF1P11 ACIN1 MRPL52 OR4N5 OR4E2 OR11H4 OR4K5 OR11H12 OR11G2 PABPN1 OR4E1 OR11H2 RNASE3 TRAV6 TRAV7 TRAV8-1 TRAV9-1 TRAV10 TRAV11 TRAV12-1 TRAV8-2 TRAV8-3 TRAV13-1 TRAV12-2 TRAV8-4 TRAV8-5 TRAV13-2 TRAV14DV4 TRAV9-2 TRAV15 TRAV12-3 TRAV8-6 TRAV16 TRAV17 TRAV18 TRAV19 TRAV20 TRAV21 TRAV22 TRAV23DV6 TRDV1 TRAV24 TRAV25 TRAV26-1 TRAV8-7 TRAV27 TRAV28 TRAV29DV5 TRAV30 TRAV31 TRAV32 TRAV33 TRAV26-2 TRAV34 TRAV35 TRAV36DV7 TRAV37 TRAV38-1 TRAV38-2DV8 TRAV39 TRAV40 TRAV41 CPNE6 NDRG2 DHRS4L2 ZFHX2 JPH4 CDH24 SLC7A8 HNRNPC OR4K17 ABHD4 OR4K15 OR4Q2 RNF212B RNU6-1138P RNU6-1046P SLC22A17 MIR208A MIR208B CEBPE RNASE10 RNASE11 RNASE12 PNP MIR4707 ENSG00000288795 SLC7A7 TMEM253 ENSG00000251002 BCL2L2-PABPN1 RNASE2CP PRMT5-DT DHRS4-AS1 NGDN chr14q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q12 NOVA1 ARHGAP5-AS1 LINC02293 G2E3-AS1 KIAA1143P1 NUBPL-DT LINC02294 HEATR5A-DT NUBPL LINC00645 LINC02286 LINC02313 DTD2 HMGN2P6 ENSG00000258932 NOVA1-DT MIR4307HG LINC02306 CYB5AP5 GPR33 MTCO1P2 AKAP6 OR7K1P RN7SL660P RNU6-8 RNU6-602P RNU6-455P MIR4307 MIR3171 RNU6-7 LINC02300 EIF4A1P12 BTF3P2 FOXG1-AS1 FOXG1 LINC02282 LINC02281 NRL DCAF11 PSME1 EMC9 PSME2 MIR7703 RNA5SP383 IPO4 TM9SF1 TSSK4 CHMP4A MDP1 NEDD8-MDP1 NEDD8 TGM1 DHRS1 NOP9 LTB4R2 LTB4R RIPK3 NFATC4 NYNRIN CBLN3 KHNYN CMA1 GZMH CTSG SYF2P1 G2E3 UBE2CP1 RPL12P5 SCFD1 ADCY4 RABGGTA FITM1 BNIP3P1 RPL26P3 LINC02327 LINC02326 RNU6-864P RNU11-5P RNU6-1234P MIR624 COCH ENSG00000258525 STRN3 HIGD1AP17 RPL21P5 RNU6-541P AP4S1 SDR39U1 REC8 PRKD1 ARHGAP5 GZMB GMPR2 CIDEB HEATR5A ATP5MC1P2 STXBP6 LINC01551 HECTD1 IRF9 TINF2 RNF31 chr14q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q13 SNX6 RPL23AP71 EGLN3 SPTSSA LINC00609 RPS19P3 PTCSC3 RNU1-27P RNU6-1261P RN7SKP21 RNU1-28P IGBP1P1 DPPA3P2 RNU7-93P SFTA3 NKX2-1-AS1 PHKBP2 RPL29P3 NKX2-8 RN7SKP257 PAX9 SRP54 EGLN3-AS1 RPLP0P3 DNAJC8P1 RPS3AP4 KRT18P6 INSM2 QRSL1P3 NUTF2P2 BRMS1L ILF2P2 RALGAPA1 NKX2-1 MBIP EAPP RPL23AP8 CFL2 RPL12P6 BAZ1A RNU7-41P BAZ1A-AS1 PPP2R3C PRORP RPL23AP70 SEPTIN7P1 MRPL57P8 DPRXP3 RPL7AP3 RPL9P3 PSMA6 SLC25A21-AS1 RNU6-273P SLC25A21 MIR4503 NFKBIA MIPOL1 NPAS3 SRP54-AS1 FAM177A1 chr14q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q21 ARHGAP16P LINC02277 KRT8P2 ATP5MC2P2 GLRX5P3 LINC00648 LINC02315 LINC02307 KRT8P1 FSCB LRFN5-DT ENSG00000258747 RRAGAP1 LINC00871 C14orf28 TUBBP3 HNRNPUP1 TOGARAM1 LINC02302 RPA2P1 EIF4BP1 COILP1 RPL18P1 FKBP1BP1 DOCK11P1 CLEC14A LINC02303 YWHAQP1 RRAGAP1-AS1 RPL13AP2 YWHAZP1 SSTR1 DNAJC19P9 RPS15AP3 RPL10L MIR548Y RNU6-297P RNU6-552P KLHL28 RN7SKP193 VCPKMT SOS2 L2HGDH MIR4504 SEC23A SEC23A-AS1 PPIAP4 TRAPPC6B RPL7AP2 PNN-AS1 PNN YTHDF2P1 MIA2-AS1 LRFN5 GEMIN2 MDGA2 DMAC2L MIA2 STK16P1 RNU6ATAC30P KLHDC1 NEMF RNU6-539P RN7SL3 RN7SL2 RNU6-189P MIR6076 PDLIM1P1 ARF6 FBXO33 RNU6-886P FOXA1 RNU6-1277P LINC00517 TTC6 PRPF39-DT PRPF39 SNORD127 FKBP3 MIS18BP1 FANCM RNA5SP384 RPS29 RPL32P29 RN7SL1 LRR1 RHOQP1 RPL36AL MGAT2 DNAAF2 POLE2 KLHDC2 LINC01588 LINC00639 chr14q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q22 TXNDC16 PTGDR FERMT2 PSMC6 ENSG00000258803 LINC00519 RPS3AP46 GPR137C LINC02331 DDHD1-DT STYX ATP5F1CP1 LINC02319 SOCS4 AP5M1 LINC02284 BMP4 OR7E159P ENSG00000258928 ERO1A PELI2 OR7E106P NAA30 DDHD1 TMX1 LINC00520 RTRAF RPL3P3 EXOC5 OTX2-AS1 PTGER2 TMEM260 RPL13AP3 OR7E105P KTN1 COX5AP2 GNPNAT1 RNA5SP385 RNU6-301P MIR5580 SNORA70 SNRPGP1 SAV1 RN7SL452P ZFP64P1 PYGL ABHD12B CNIH1 GMFB SAMD4A RNU6ATAC9P MIR4308 FDPSP3 WDHD1 RPSAP13 FRMD6 GCH1 CCDC198 NIN CDKL1 MAPK1IP1L LGALS3 DLGAP5 COX5AP1 FBXO34-AS1 FBXO34 CHMP4BP1 ATG14 HMGN1P1 RPL7AP4 ABI1P1 MAP4K5 ATL1 TRIM9 ENSG00000242995 RN7SL461P RNU6-1204P OTX2 CDKN3 NID2 GNG2 KTN1-AS1 RPL21P6 TBPL2 CGRRF1 LINC00640 SETP2 RNU6-1291P FRMD6-AS2 SAMD4A-AS1 chr14q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q23 PSMA3P1 PPIAP5 MAD2L1P1 LINC02322 GNRHR2P1 LRRC9 PCNX4 SIX1 PPP2R5E ENSG00000232774 L3HYPDH EIF1AXP2 C14orf39 RPL17P2 LINC02290 SIX6 SIX4 PRKCH-AS1 LINC01500 SALL4P7 PPM1A CCDC175 SCOCP1 DHRS7 GPHB5 ATP5F1AP4 SALRNA1 MNAT1 LINC01303 JKAMP RHOJ KCNH5 PARP1P2 AKR1B1P5 ENSG00000214759 RBM8B PCNX4-DT ENSG00000254718 NCOA4P1 RPL21P7 FUT8-AS1 YBX1P1 RPL21P8 SLC35F4 FTH1P13 PTBP1P FUT8 UBA52P3 LINC02324 ARMH4 ACTR10 MIR4708 RN7SL598P RN7SKP99 MIR5586 RNU2-14P MIR625 GCATP1 HSPE1P2 RNU6-597P RNU6-1162P SGPP1 EIF2S2P1 RNU7-116P RPS28P1 MIR548H1 PSMA3 HMGB1P14 LINC00216 RNU6-341P ARID4A TOMM20L-DT TOMM20L TIMM9 KIAA0586 HSBP1P1 HNRNPCP1 RPL9P5 DAAM1 GPHN DACT1 EIF2S1 SF3B4P1 PALS1 ATP6V1D ESR2 RPPH1-2P CHURC1-FNTB RAB15 FNTB MAX MIR4706 CCDC196 HSPA2-AS1 PPP1R36 NUP50P1 PLEKHG3 SPTB MIR7855 CHURC1 ZBTB1 HIF1A SNAPC1 COX4I1P1 LINC00644 HSPA2 RTN1 SYNE2 PRKCH GPX2 GPR135 SYT16 LINC00643 WDR89 PSMA3-AS1 GARIN2 ZBTB25 AKAP5 MTHFD1 HIF1A-AS1 HIF1A-AS3 TEX21P ENSG00000274015 SRMP2 TRMT5 RNU6-398P SLC38A6 TMEM30B chr14q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q24 SLC10A1 PCNX1 ADAM21P1 CCDC177 DCAF4 SUSD6 PTTG4P RAP1AP RPL7AP6 SIPA1L1-AS1 FOS GTF3AP2 PLEKHD1 LTBP2 ISCA2 JDP2 CYCSP1 TMEM63C SRSF5 DPPA5P4 RGS6 SYNDIG1L RPSAP3 CIPC SNORD56B RN7SL683P MIR4709 COX6CP11 ALKBH1 RPL21P10 ZMYND19P1 SLIRP ADCK1 DLST RPS6KL1 PGF EIF2B2 MLH3 RNU6-689P ACYP1 ZC2HC1C HIF1AP1 TMED10 RNU4ATAC14P SMOC1 HEATR4 NPC2 SNW1 SLC8A3 TGFB3 TGFB3-AS1 PLEK2 MIR5694 BATF FLVCR2 RNA5SP387 TTLL5 ERG28 GPATCH2L IFT43 PLEKHH1 PIGH ARG2 VTI1B COX7A2P1 RNA5SP386 RDH11 RDH12 RN7SL369P RPL21P9 RN7SL213P NEK9 FXNP1 NRXN3 RNA5SP388 RPS26P48 RNU6-921P MAGOH3P BLZF2P HMGN1P3 BANF1P1 ACTN1-DT RPS29P1 DCAF5 DDX18P1 ESRRB COX16 SYNJ2BP-COX16 RNU2-51P SYNJ2BP ADAM21 ADAM20P1 RNU6-659P ADAM20 MED6 KRT18P7 TTC9-DT RN7SL77P TTC9 MAP3K9 AREL1 FCF1 YLPM1 ZFYVE26 RN7SL706P RN7SL108P RPL7AP5 PPIAP6 ENSG00000287385 RPL12P7 C14orf178 ZFP36L1 ZDHHC22 FAM204DP MIR1260A GSTZ1 TMED8 POMT2 ACTN1 MIR7843 ENSG00000176043 DPF3 NGB PROX2 SIPA1L1 VASH1-DT VASH1 VASH1-AS1 ANGEL1 RPL22P2 RN7SKP17 RN7SL356P IRF2BPL LINC02288 LINC02289 LRRC74A FAM161B COQ6 ENTPD5 BBOF1 ALDH6A1 RN7SL530P VSX2 ABCD4 VRTN SUB1P2 RPS2P2 LIN52 VIPAS39 AHSA1 ISM2 SPTLC2 RN7SL587P GALNT16-AS1 GALNT16 ERH SLC39A9 EXD2 TMEM229B ACOT1 NT5CP2 ACOT2 NT5CP1 ACOT4 ACOT6 NDUFB8P1 DNAL1 RNU6-240P PNMA1 MIR4505 LINC02274 PTGR2 ZNF410 SAMD15 NOXRED1 RAD51B JDP2-AS1 LINC01629 MIDEAS ZFYVE1 RN7SL586P RBM25-AS1 RBM25 PAPLN PAPLN-AS1 RNU6-419P NUMB ENSG00000284930 RIOX1 FLVCR2-AS1 PSEN1 LINC01220 LINC01269 ENSG00000259065 MAP3K9-DT chr14q31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q31 RPL9P6 SPATA7 LINC01148 LINC02296 EIF3LP1 CAP2P1 ENSAP2 PTPN21 MTCYBP27 EEF1A1P2 LINC02305 MTND4P33 CEP128 DIO2-AS1 LINC02316 MTND5P35 LINC02330 LINC01147 GPR65 LINC02309 GALC SHLD2P2 LINC02311 RNU6-976P RNU6ATAC28P RNU6-835P RNU7-51P RNU4-22P ZC3H14 RNU4-92P MPPE1P1 TTC8 KCNK10 HMGN2P2 TSHR BHLHB9P1 RPL17P3 NMNAT1P1 GTF2A1 SNORA79 DYNLL1P1 UNGP3 DYNLL1P2 LINC02308 ENSG00000258419 LINC02329 LINC00911 FLRT2 DIO2 EML5 SEL1L LINC01467 STON2 ENSG00000273783 FLRT2-AS1 LINC01146 LINC02301 LINC02328 chr14q32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr14q32 CATSPERB RPL21P11 RAB42P1 POLR3GP1 LINC02291 FOXN3-AS1 LINC02960 SLC25A29 CKS1BP1 LINC02691 CCDC88C-DT YY1 ENSG00000258792 NRDE2 CCDC85C MOK TCL1B TECPR2 LINC02318 PSMC1 SLC25A47 CHORDC2P RPL23AP10 ATG2B IGHVIII-16-1 IGHV3-23 RPS6KA5 IGHVIII-22-2 IGHV4-34 GLRX5 AK7 LINC00642 PPP1R13B IGHV1-12 GOLGA5 IGHVII-30-1 IGHVII-15-1 BDKRB1 IGHGP IGHV3-38 IGHV3-22 CDCA4 IGHV3-37 WARS1 IGHV4-28 IGHV7-34-1 IGHVIII-11-1 IGHV3-21 IGHVII-26-2 IGHV3-64D IGHVII-30-21 IGHV1-17 PEBP1P1 IGHV3-35 IGHV3-15 ELK2AP IGHV7-27 ENSG00000259163 IGHV3-36 NANOGP7 IGHV3-25 LGMN PPP1R13B-DT CCNK CLBA1 SETD3 IGHV1-14 IGHV3-20 LINC02317 IGHV3-33-2 GLRXP2 AHNAK2 CINP IGHVIII-25-1 IGHV1-24 IGHV3-33 TTC7B IGHVIII-38-1 IGHV3-30 GPR68 ENSG00000258716 IGHA1 SLC20A1P2 IGHV5-10-1 LINC02312 DEGS2 KCNK13 IGHV3-32 IGHVII-33-1 IGHV2-26 TDP1 IGHVIII-13-1 IGHV1-18 HOMER2P2 EVL IGHV3-19 IGHV4-31 LINC00226 IGHV3-29 GSKIP IGHEP1 FOXN3-AS2 IGHV3-13 IGHV3-30-2 IGHVII-22-1 IGHVIII-26-1 ENSG00000287346 IGHV3-16 EFCAB11 RIN3 IGHV3-11 IGHVII-28-1 RNU7-30P SNORA11B RN7SKP107 RN7SKP255 SCARNA13 RN7SL523P MIR6764 RN7SL714P RNU6-684P RNU2-33P MIR345 RNU6-91P MIR151B MIR342 TCL1A LINC02833 LINC02287 CHGA ITPK1 ITPK1-AS1 CYB5AP3 MOAP1 TMEM251 GON7 UBR7 ENSG00000241499 LINC02914 SERPINA4 SERPINA5 SERPINA3 RPSAP4 RPL15P2 ADIPOR1P2 SERPINA13P ATP5MJ PLD4 HMGB3P26 RPSAP5 RPL10AP1 TRMT61A-DT TRMT61A RNU7-160P RNU4-68P KLC1-AS1 XRCC3 RPL13P6 LBHD2 LINC00677 TNFAIP2 NDUFB4P11 RPL21P12 GCSHP2 LINC00605 RPL21P13 RAP2CP1 EIF5-DT EIF5 SNORA28 LINC02279 MIR3173 CLMN LINC02292 CEND1P1 TMEM179 LINC02280 MIR4710 SIVA1 ZBTB42 INF2 LINC00523 DLK1 MEG3 MIR2392 MIR770 MIR493 MIR337 MIR665 MIR431 MIR433 MIR127 MIR432 MIR136 MEG8 SNORD112 MIR370 SNORD113-1 SNORD113-2 SNORD113-3 SNORD113-4 SNORD113-5 SNORD113-6 SNORD113-7 SNORD113-8 SNORD113-9 SNORD114-1 SNORD114-2 SNORD114-3 SNORD114-4 SNORD114-5 SNORD114-6 SNORD114-7 SNORD114-9 SNORD114-10 SNORD114-11 SNORD114-12 SNORD114-13 SNORD114-14 SNORD114-15 SNORD114-16 SNORD114-17 SNORD114-18 SNORD114-19 SNORD114-20 SNORD114-21 SNORD114-22 SNORD114-23 SNORD114-24 SNORD114-25 SNORD114-26 SNORD114-27 SNORD114-28 SNORD114-29 SNORD114-30 SNORD114-31 MIR379 MIR411 MIR299 MIR380 MIR1197 MIR323A MIR758 MIR329-1 MIR329-2 MIR494 MIR1193 MIR543 MIR495 MIR376C MIR376A2 MIR654 MIR376B MIR376A1 MIR300 MIR1185-1 MIR1185-2 MIR381 MIR487B MIR539 MIR889 MIR544A MIR655 MIR487A MIR382 MIR134 MIR668 MIR485 MIR323B MIR154 MIR496 MIR377 MIR541 MIR409 MIR412 MIR369 MIR410 MIR656 LINC02285 RNU6-366P SLC24A4 C14orf180 ZFYVE21 WDR20 ADSS1 GSC RTL1 IGHV4-39 IGHV7-40 IGHVII-40-1 IGHV3-41 HOMER2P1 IGHV3-42 IGHV3-43 IGHVII-43-1 IGHVIII-44 LINC00221 IGHVIV-44-1 IGHVII-44-2 IGHV1-45 IGHV1-46 IGHVII-46-1 IGHV3-47 IGHVIII-47-1 IGHV3-48 IGHV3-49 IGHVII-49-1 IGHV3-50 IGHV5-51 IGHVII-51-2 IGHV3-52 IGHV3-53 IGHVII-53-1 IGHV3-54 IGHV4-55 IGHV7-56 IGHV3-57 IGHV1-58 IGHV4-59 IGHV3-60 IGHV8-51-1 LINC00638 RPS26P49 RPS2P4 MARK3 SERPINA10 SERPINA6 SERPINA2 SERPINA1 SERPINA11 SERPINA9 SERPINA12 DGLUCY C14orf132 BDKRB2 FOXN3 TC2N TRIP11 NDUFB1 CPSF2 FBLN5 RN7SKP108 LINC02299 VRK1 PAPOLA-DT LINC02304 ZNF839 PPP4R3A DYNC1H1 NUDT14 RN7SKP92 AKT1 BTBD6 PAPOLA IGHG1 IGHG3 ATP6V1G1P1 IGHD IGHM MIR4539 MIR4507 MIR4538 MIR4537 IGHJ6 IGHJ3P IGHJ5 IGHJ4 IGHJ3 IGHJ2P IGHJ2 IGHJ1 IGHD7-27 IGHJ1P IGHD1-26 IGHD6-25 IGHD5-24 IGHD4-23 IGHD3-22 IGHD2-21 IGHD1-20 IGHD6-19 IGHD5-18 IGHD4-17 IGHD3-16 IGHD2-15 IGHD1-14 IGHD6-13 IGHD5-12 IGHD4-11 IGHD3-10 IGHD3-9 IGHD2-8 IGHD1-7 IGHD6-6 IGHD5-5 IGHD4-4 IGHD3-3 IGHD2-2 IGHD1-1 IGHV6-1 IGHVII-1-1 ADAM6 IGHV1-2 IGHVIII-2-1 IGHV1-3 IGHV4-4 IGHV7-4-1 IGHV2-5 IGHVIII-5-1 IGHVIII-5-2 IGHV3-6 IGHV3-7 RNA5SP389 IGHVII-60-1 IGHV4-61 IGHV3-62 IGHVII-62-1 IGHV3-63 IGHV3-64 IGHV3-65 IGHVII-65-1 IGHV3-66 IGHV1-67 SLC20A1P1 IGHVII-67-1 IGHVIII-67-2 IGHVIII-67-3 IGHVIII-67-4 IGHV1-68 IGHV1-69 IGHV2-70D IGHV3-69-1 IGHV1-69-2 IGHV1-69D IGHV2-70 IGHV3-71 IGHV3-72 IGHV3-73 IGHV3-74 IGHVII-74-1 IGHV3-75 IGHV3-76 IGHVIII-76-1 MIR5195 IGHV5-78 IGHVII-78-1 IGHV3-79 IGHV4-80 IGHV7-81 IGHVIII-82 SYNE3 WDR25 FAM181A-AS1 ASB2 CCDC197 OTUB2 IFI27L1 IFI27L2 PPP4R4 GPR132 JAG2 MIR6765 PACS2 RPS20P33 TEX22 MTA1-DT MTA1 CRIP2 CRIP1 TEDC1 TMEM121 ATP5MC1P1 ELK2BP IGHA2 IGHE IGHG4 MIR8071-1 IGHG2 MIR8071-2 COPDA1 BEGAIN CKB COA8 TDRD9 CEP170B BRF1 CCDC88C ATXN3 DDX24 CALM1 TUNAR MIR4506 IFI27 EXOC3L4 LINC02295 LINC01550 BAG5 KLC1 RNU6-790P NPM1P20 RN7SL472P HSP90AA1 PPP2R5C BTBD7 COX8C RNU6-1258P PRIMA1 FAM181A UNC79 HHIPL1 CYP46A1 EML1 RNU1-47P VDAC3P1 RD3L RN7SL634P ASPG MIR203A MIR203B KIF26A KIF26A-DT DICER1 LINC00524 LINC02314 MIR1247 LINC02320 RPL3P4 BCL11B MIR493HG MEG9 RNU6-244P ANKRD9 MIR4309 LINC02323 RN7SL546P RCOR1 RPL23AP11 RNU6-1316P AMN TRAF3 DIO3OS DIO3 CDC42BPB LINC02321 LINC02298 FAM30A TCL6 LINC02325 DICER1-AS1 SNHG10 LINC00239 chr15q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q11 NBEAP1 BCAR1P2 IGHD1OR15-1A FAM30C OR4N3BP IGHD5OR15-5A CXADRP2 SPATA31E2P PWRN1 OR11H3P OR11J6P IGHD2OR15-2A ELMO2P1 IGHV1OR15-1 RPS8P10 MPHOSPH10P5 LINC02203 FAM30B ENSG00000285472 NF1P9 OR11K1BP GOLGA6L1 IGHD5OR15-5B OR4N3P RPL5P1 OR11J7P LINC01193 IGHV1OR15-3 IGHV3OR15-7 IGHV1OR15-6 GRAMD4P6 IGHD2OR15-2B GRAMD4P5 GOLGA8DP MPHOSPH10P4 GOLGA6L6 LONRF2P3 SNHG14 IGHD4OR15-4B BMS1P16 NF1P2 PDCD6IPP1 IGHV1OR15-9 IGHD3OR15-3A PWRN2 ABCB10P1 GOLGA8CP IGHD1OR15-1B SLC20A1P3 HERC2P3 ZNF519P3 OR1Q1BP ZNF519P2 LONRF2P4 OR4H6P POTEB2 IGHV1OR15-2 OR11J5P NF1P1 IGHD3OR15-3B NBEAP4 OR4H6BP OR11K1P OR4Q1P WHAMMP3 OR11J2P IGHD4OR15-4A PWAR5 RNU6-978P RN7SL759P RNU6-1235P MIR3118-3 RNU6-498P MIR3118-2 RNU6-749P MIR5701-1 RN7SL400P MIR5701-3 RNU6-631P MIR5701-2 RN7SL106P MIR3118-4 MIR4509-1 SNORD116-5 SNORD116-10 SNORD116-11 SNORD116-17 SNORD107 SNORD64 SNORD108 SNORD109A SNORD116-1 SNORD116-2 SNORD116-3 SNORD116-4 SNORD116-6 SNORD116-7 SNORD116-8 SNORD116-9 SNORD116-12 SNORD116-13 SNORD116-14 SNORD116-15 SNORD116-16 SNORD116-18 SNORD116-19 SNORD116-20 SNORD116-21 SNORD116-22 SNORD116-23 SNORD116-24 SNORD116-25 SNORD116-26 SNORD116-27 SNORD116-28 SNORD116-29 SNORD116-30 PWAR1 DMAC1P1 SNORD115-1 SNORD115-2 SNORD115-3 SNORD115-4 SNORD115-5 SNORD115-6 SNORD115-7 SNORD115-8 SNORD115-9 SNORD115-10 SNORD115-11 SNORD115-12 SNORD115-13 SNORD115-14 SNORD115-15 SNORD115-16 SNORD115-17 SNORD115-18 SNORD115-19 SNORD115-20 SNORD115-21 SNORD115-22 SNORD115-23 SNORD115-24 SNORD115-25 SNORD115-26 SNORD115-27 SNORD115-28 SNORD115-29 SNORD115-30 SNORD115-31 SNORD115-32 SNORD115-33 SNORD115-34 SNORD115-35 SNORD115-36 SNORD115-37 SNORD115-38 SNORD115-39 SNORD115-40 SNORD115-41 SNORD115-42 SNORD115-43 SNORD115-44 SNORD115-45 SNORD115-46 SNORD115-47 SNORD115-48 SNORD109B POTEB NPAP1 UBE3A SNRPN POTEB3 MIR4508 MAGEL2 NDN RNU6-741P MKRN3 BCAR1P1 RN7SL584P BMS1P15 RHPN2P1 CHEK2P2 MPHOSPH10P6 ENSG00000286598 HERC2P6 OR4M2 HERC2P7 GOLGA6L2 ENSG00000273756 ENSG00000274253 PWRN4 RN7SL536P IGHV4OR15-8 IGHV1OR15-4 MIR1268A SPATA31E3P GOLGA8EP RN7SL545P MPHOSPH10P9 HERC2P2 GOLGA8IP RN7SL495P GOLGA6L22 GOLGA8S OR4N4 SNURF OR4N4C OR4M2B NIPA1 NIPA2 TUBGCP5 CYFIP1 chr15q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q12 LINC02346 LINC02250 LINC00929 SERPINE4P GABRA5 ATP10A-DT TVP23BP1 GABRB3 GABRG3-AS1 GABRG3 RNA5SP390 MIR4715 RNA5SP391 ATP10A LINC02248 chr15q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q13 RPL5P32 OCA2 FMN1 HNRNPA1P71 RYR3-DT TMCO5B RNU6-18P DNM1P31 RN7SL185P DNM1P32 GOLGA8O RN7SL539P GOLGA6L23P MPHOSPH10P2 WHAMMP1 DEPDC1P1 CHRNA7 RN7SL796P DNM1P50 ULK4P2 RN7SL628P ARHGAP11B-DT ENSG00000187951 GOLGA8UP RN7SL82P HERC2P10 RYR3 LINC02352 KLF13 UBE2CP4 TUBBP8 HMGN2P5 NCAPGP2 SYNGR2P1 TJP1 NSMCE3 APBA2 FAN1 MTMR10 RNU6-466P MIR211 TRPM1 FAM189A1 LINC02256 ENSG00000262728 RN7SL286P ARHGAP11A SCG5-AS1 GREM1-AS1 GREM1 GOLGA8H WHAMMP4 MPHOSPH10P3 CHRFAM7A ENSG00000289455 RPL41P2 HERC2P1 MPHOSPH10P7 GOLGA8F ABCB10P3 ABCB10P4 HERC2P11 HERC2 RN7SL719P GOLGA8M WHAMMP2 ENSG00000232431 ARHGAP11A-SCG5 GOLGA8R GOLGA6L7 GOLGA8G GOLGA6L25P GOLGA6L24P OTUD7A SCG5 GOLGA8N GOLGA8Q GOLGA8J RN7SL673P DNM1P28 ULK4P3 GOLGA8T RN7SL469P DNM1P30 LINC02249 RNU6-17P RN7SL196P ARHGAP11B GOLGA8K ULK4P1 ENSG00000256802 PDCD6IPP2 ENSG00000259772 HERC2P9 RN7SL238P MIR4509-2 MIR4509-3 chr15q14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q14 THBS1-AS1 TUBAP11 ANP32AP1 ZNF770 LINC02895 LINC02853 THBS1 AQR GJD2 DPH6 SPRED1 THBS1-IT1 NUTF2P6 FSIP1 PRELID1P4 ENSG00000231409 ACTC1 RBM17P4 HNRNPA1P45 MIR4510 MIR3942 NANOGP8 EMC7 RPL32P2 PGBD4 KATNBL1 EMC4 NUTM1 ACTG1P15 MIR1233-1 SLC12A6 AVEN CHRM5 COX6CP4 LARP4P TPST2P1 CSNK1A1P1 MIR8063 CDIN1 HNRNPLP2 FSCN1P1 DNM1P5 GOLGA8B MIR1233-2 LINC02252 LINC01852 TMCO5A LPCAT4 LINC02915 FAM98B RASGRP1 GOLGA8A NOP10 MEIS2 DPH6-DT GJD2-DT LINC02694 LINC02345 chr15q15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q15 ZFYVE19 BMF BNIP3P5 TTBK2-AS1 EIF2AK4 MYL12BP1 RPLP0P10 BMF-AS1 C15orf62 GAPDHP55 VPS39-DT EIF4EBP2P2 RAD51 ACTBP7 GOLM2 STARD9 SNAP23 FRMD5 CTDSPL2 GAPDHP43 PLA2G4F HAUS2 GCHFR HNRNPMP1 BUB1B-PAK6 PLCB2 PLCB2-AS1 CTDSPL2-DT KRT8P50 PAK6-AS1 MAP1A CAPN3 LRRC57 RMDN3 H3P38 DNAJC17 SUMO2P15 GPR176 GPR176-DT SRP14 CDAN1 TMEM87A MIR627 RN7SL487P RNU6-188P CKMT1B STRC RNU6-554P RNU6-610P PDIA3P2 CKMT1A RNU6-353P RNU6-354P ELL3 MIR1282 MFAP1 WDR76 PIN4P1 STRCP1 TP53BP1 BUB1B TUBGCP4 PPP1R14D CATSPER2 FDPSP4 UBR1 RPS3AP47 TMEM62 SPCS2P1 CCNDBP1 ATP5PDP1 TGM7 LCMT2 EPB42 ADAL VPS39 HYPK JMJD7 JMJD7-PLA2G4B SPTBN5 RNA5SP393 MIR4310 CHP1 OIP5-AS1 OIP5 NUSAP1 NDUFAF1 RNU6-1169P ITPKA LTK RPAP1 ELOCP2 TYRO3 ENSG00000260926 SERF2 ZNF106 EXD1 PLA2G4B MIR626 MAPKBP1 SPINT1 SERINC4 ANKRD63 INAFM2 RNA5SP392 PHGR1 DISP2 BAHD1 CHST14 IVD TTBK2 ZSCAN29 TGM5 MGA KNSTRN PDIA3 PPIP5K1 RTF1 GANC CCDC9B EHD4 EHD4-AS1 PLA2G4E-AS1 PLA2G4D PLA2G4E RHOV VPS18 DLL4 ISCA1P4 CHAC1 INO80-AS1 CYCSP2 CIBAR1P1 RN7SL497P INO80 CCDC32 RNU6-516P RPUSD2 KNL1 RN7SL376P RAD51-AS1 PAK6 CATSPER2P1 SRP14-DT SPINT1-AS1 chr15q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q21 GABPB1-IT1 MTCYBP23 SORD2P DNAAF4-CCPG1 PRTG MINDY2-DT RPL7AP62 SHC4 LINC01491 GCOM1 COPS2 SECISBP2L POLR2M LINC01413 ALDH1A2 SLC27A2 NDUFAF4P1 CNOT6LP1 HNRNPA3P11 HSP90AB4P LIPC AP4E1 ENSG00000285331 ATP8B4 LIPC-AS1 NDUFB10P1 ZNF280D ENSG00000259200 MTND5P40 MNS1 GALK2 DNAAF4 MTND5P32 ALDH1A2-AS1 MYZAP DCAF13P3 TNFAIP8L3 WDR72 MTCO3P23 MIR4713HG AQP9 MTND3P12 HMGB1P51 EID1 HDC ADAM10 KRT8P24 MINDY2 CEP152 RNU6-1014P RN7SKP101 RNU1-119P RN7SKP139 RNA5SP394 RN7SL577P MIR4713 MIR4716 RN7SL307P RNU6-94P MIR4712 RN7SL494P RNU2-53P RN7SL568P RNU6-844P RN7SKP95 SNORD3P1 SNORD13D RNU6-90P LEO1 TMOD3 SEMA6D TCF12 H3P39 SLC28A2-AS1 SLC28A2 RNU6-953P GATM SPATA5L1 MIR147B SLC30A4 HMGN2P46 SNORA41B DPPA5P2 BLOC1S6 SQOR AHCYP7 USP8 RNA5SP395 USP50 TRPM7 RN7SL354P RPL32P30 FAM227B DTWD1 MIR7973-2 MIR7973-1 GLDN DMXL2 SCG3 LYSMD2 EIF3J TRIM69 MAPK6-DT CERNA1 MYO5C MIR1266 EEF1B2P1 ARPP19 RPSAP55 EEF1A1P22 ENSG00000260937 PIGBOS1 PIGB MIR628 RSL24D1 FGF7 PYGO1 GNB5 GABPB1 CGNL1 C15orf48 TMOD2 RNU6-1108P RNU6-1332P RNU6-966P RNU1-78P TERB2 BCL2L10 NEDD4 SORD DUOX2 DUOXA2 DUOX1 ONECUT1 SPG11 DUT-AS1 DUT FBN1 FBN1-DT CD24P2 RFX7 RNU6-1287P HMGB1P33 RNU6-449P HNRNPA1P74 UNC13C FAM214A DUOXA1 PATL2 SLC24A5 CTXN2 SLC12A1 CTXN2-AS1 MYO5A MYEF2 CYP19A1 MAPK6 SHF LINC02490 LINC00926 B2M TEX9 CCPG1 PIERCE2 RAB27A SPPL2A EIF3J-DT GABPB1-AS1 chr15q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q22 RPL7AP75 APH1B CCNB2 LDHAL6B SMAD6 SLTM HERC1 FOXB1 MESTP2 CA12 MYO1E RAB8B HACD3 LINC02568 IGDCC4 ZNF444P1 USP3-AS1 IGDCC3 USP3 ENSG00000259530 RORA-AS2 RORA-AS1 RBPMS2 RORA LINC02349 DPP8 FAM81A NSA2P4 NMNAT1P5 RNA5SP397 MIR2116 RNU4-80P RNU6-212P RNU5B-1 RNU6-19P SLC24A1 DENND4A SNORD13E MIR4511 RAB11A HNRNPA1P44 VPS13C MIR422A ENSG00000259351 CIAO2A SNX1 SNX22 CSNK1G1 PCLAF TRIP4 GAPDHP61 FBXL22 PARP16 RNF111 ENSG00000240163 ICE2 CYCSP38 ANXA2 SPG21 MTFMT SLC51B RASL12 PDCD7 CLPX CILP RNU6-686P SNORA24B RNU5A-1 KBTBD13 LINC02206 HMGN2P47 SMAD3 PPIB DIS3L-AS1 DIS3L TIPIN SCARNA14 RPL9P25 MAP2K1 ATP5MFP6 RPL35AP32 SNAPC5 MIR4512 RPL4 SNORD18C SNORD18B SNORD16 SNORD18A ZWILCH LINC01169 UBAP1L MEGF11 MIR4311 ZNF609 RNU6-549P OAZ2 MIR6085 HMGN1P26 MGC15885 MIR190A ENSG00000259370 TLN2 INTS14 LCTL TPM1 TPM1-AS LACTB RPS27L RNA5SP396 GCNT3 GTF2A2 PIGHP1 RPS3AP6 DAPK2 VPS13C-DT C2CD4A NPM1P47 C2CD4B ENSG00000259697 GOLGA2P11 MIR8067 MIR1272 PIF1 PLEKHO2 ANKDD1A BNIP2 chr15q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q23 GLCE ENSG00000245719 NOX5 SALRNA2 SKOR1 THAP10 CORO2B IQCH-AS1 MAP2K5-DT GEMIN8P1 SPESP1 KRT8P9 EWSAT1 ITGA11 LINC02205 CARS1P1 FEM1B IQCH SALRNA3 RPL29P30 HNRNPA1P5 ANP32A C15orf61 MAP2K5 EIF5A2P1 LINC02204 MYO9A UACA LARP6 RNU6-1 RNU6-745P MIR629 MIR4312 RNU2-65P RPL5P3 HMGB1P6 PIAS1 LRRC49 PAQR5-DT PAQR5 KIF23-AS1 RPLP1 LINC02896 KIF23 AAGAB RPS24P16 SENP8 GRAMD2A PARP6 CELF6 RPL12P35 CLN6 HMGN2P40 TMEM202 HEXA CALML4 TLE3 CT62 NR2E3 RNA5SP399 THSD4 PKM DRAIC THSD4-AS1 HEXA-AS1 chr15q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q24 ARIH1 REC114 NPTN-IT1 TBC1D21 NPTN MPI PML COX5A COMMD4P2 CCDC33 RPL13P4 NEO1 HMG20A UBL7 CYP1A2 PPCDC NPM1P43 ISLR PPIAP46 DNM1P33 HCN4 ANP32BP1 EDC3 SEMA7A MRPS15P1 RPL36AP45 NIFKP4 LINC02255 FKBP1AP2 CYP11A1 DNM1P34 CPLX3 GOLGA6A STRA6 ULK3 CSPG4 C15orf39 STOML1 LOXL1 ENSG00000259362 ENSG00000248540 LMAN1L FAM219B SCAMP5 COMMD4 SCAMP2 SNUPN SCAPER NEIL1 LINGO1-AS1 ENSG00000260660 LINGO1-AS2 SIN3A MIR6881 RN7SL327P RN7SL429P MIR6882 MIR4513 MIR631 MIR3713 RN7SKP217 RN7SL489P CSPG4P13 GOLGA6FP RN7SL214P COMMD4P1 ADAMTS7P3 RPP25 SNX33 CD276 INSYN1-AS1 LINGO1 ARID3B INSYN1 MIR630 LINC02259 RN7SL853P HIGD2B BBS4 ADPGK-AS1 NPM1P42 ADPGK PHB1P20 CLK3 CSK PEAK1 IMP3 PTPN9 ISLR2 CYP1A1 MAN2C1 GOLGA6D GOLGA6C GOLGA6B TMEM266 ENSG00000259422 TYRO3P ISL2 RCN2 RN7SL278P KRT8P23 TSPAN3 PSTPIP1 ODF3L1 DNM1P35 PPIAP47 MIR4313 GOLGA6EP RN7SL319P DNM1P49 UBE2Q2 RN7SL510P FBXO22 NRG4 ETFA TMEM202-AS1 UBL7-DT LOXL1-AS1 chr15q25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q25 IREB2 ADAMTS7 PSMA4 GOLGA6GP CHRNA3 CHRNA5 WDR61 CRABP1 HYKK ABHD17C TMED3 LINC00927 CEMIP CHRNB4 NIFKP8 C15orf40 RPL18P11 HOMER2 PDE8A HNRNPCP3 ENSG00000259175 MINAR1 SEC11A MRPS11 CSPG4P12 ADAMTSL3 LINC02883 ACSBG1 RAMAC KLHL25 TUBAP4 ARNT2-DT MORF4L1 SH3GL3 DNAJA4-DT MRPL46 LINC00052 AKAP13-AS1 FABP5P9 TFDP1P3 BTBD1 GOLGA6L3 RNU6-380P MIR5572 MIR184 RNU6-401P RNU6-1339P MIR1276 RN7SL428P RNU6-185P RNU7-79P RNU6-1280P MIR7706 ZNF592 SNORA63 CIB2 IDH3A DNM1P41 UBE2Q2L CSPG4P11 GOLGA2P7 RN7SL331P UBE2Q2P8 RN7SL417P DNM1P51 CSPG4P5 UBE2Q2P11 ENSG00000259774 AKAP13 MIR549A MESD MIR4514 CFAP161 ANP32BP3 SLC28A1 RNU6-339P RNU6-796P ALPK3 RNU6-667P MTHFS ST20-MTHFS ST20-AS1 ZFAND6 BCL2A1 RPL21P116 RNU6-415P RASGRF1 ENSG00000177699 CTSH CPEB1-AS1 AP3B2 ENSG00000228141 ACTG1P17 SNHG21 FSD2 SCARNA15 WHAMM RNU6-231P MIR548AP LINC01584 RNA5SP400 AGBL1-AS1 ENSG00000259636 ENSG00000259620 AGBL1 FABP5P8 MIR4515 TM6SF1 HDGFL3 BNC1 STARD5 TMC3 FAH CTXND1 SH2D7 DNAJA4 TBC1D2B IL16 CPEB1 ANKRD34C GOLGA6L4 TLNRD1 ARNT2 NTRK3 MED28P6 NTRK3-AS1 MEX3B LINC01583 RNU1-77P SAXO2 ADAMTS7P1 GOLGA6L10 UBE2Q2P2 GOLGA6L9 UBE2Q2P6 CSPG4P10 GOLGA2P10 GOLGA6L17P DNM1P38 RPS17 EFL1 ST20 UBE2Q2P12 GOLGA6L5P UBE2Q2P1 LINC00933 ZSCAN2 EGLN1P1 WDR73 NMB ADAMTS7P4 TMC3-AS1 EFL1P1 ANKRD34C-AS1 SCAND2P chr15q26 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr15q26 ST8SIA2 MAN2A2 DUXAP6 ENSG00000259170 NPM1P5 ARRDC4 ENO1P2 THRAP3P2 LINC01586 LINC02157 SLCO3A1 LUNAR1 OR4F28P HNRNPA1P62 AEN PGAM1P12 LINC01581 LINC01579 SPATA8 ENSG00000259582 DNM1P47 GCAWKR WBP1LP5 OR4F13P LRRK1 SYNM FAM169B TUBAP12 ENSG00000261054 FAM149B1P1 LRRC28 GOLGA8VP TTC23 LINC00930 C15orf32 LINC01582 LINC02253 IGF1R HSP90B2P SYNM-AS1 SPATA8-AS1 NR2F2 HMGN1P38 PGPEP1L FAM174B LINC02244 LINC02251 OR4F14P LINC02254 SEPHS1P2 ALDH1A3 MIR1179 MIR7-2 MIR3529 RN7SKP181 RN7SL677P RNA5SP401 MIR4714 MIR1469 RN7SKP254 RN7SL209P RNU6-1186P RNU2-3P CARMAL ABHD2 RNU7-195P HMGB1P8 RLBP1 MIR6766 POLG-DT MIR9-3 POLG DET1 PLIN1 PEX11A RPL36AP43 WDR93 RNU6-132P MRPL15P1 MESP2 ANPEP AP3S2 ARPIN-AP3S2 MIR5094 MIR5009 RNU6-1111P ARPIN RNU7-111P SELENOS SNRPA1-DT PCSK6-AS1 CHSY1 SNRPCP18 LINC02348 TM2D3 RNU6-807P TARS3 UBE2Q2P13 PCSK6 HAPLN3 KRT18P47 ACAN DNM1P46 RN7SL484P ENSG00000259219 RNA5SP402 SPATA41 CERS3-AS1 RNU6-322P PRKXP1 ENSG00000259540 RNU6-181P ADAMTS17 LINS1 ASB7 CERS3 LINC01585 RN7SL363P FES BLM FURIN ISG20 OR4F6 OR4F15 RPS12P26 NGRN OR4G2P OR4G6P FAM138E MIR1302-10 WASH3P MIR6859-3 DDX11L9 ZNF710 MIR3174 ZNF710-AS1 IDH2 IDH2-DT GABARAPL3 ZNF774 NDUFA3P4 IQGAP1 HSPE1P3 GDPGP1 GOLGA2P8 SNRPA1 RPL7P5 LYSMD4 MEF2A H3P40 MCTP2 LINC02852 CRTC3-AS1 CRTC3 MESP1 SEMA4B LINC02351 LINC02207 CRAT37 ENSG00000259704 ALDH1A3-AS1 OR4F4 MFGE8 CIB1 RHCG LINC00928 TICRR KIF7 FANCI RN7SL346P TTLL13 RN7SL736P IRAIN ASB9P1 CHASERR CHD2 MIR3175 RGMA YBX2P2 HDDC3 UNC45A RCCD1-AS1 RCCD1 PRC1 PRC1-AS1 VPS33B VPS33B-DT SV2B LINC00923 LINC00924 MIR9-3HG LETR1 LINC01580 NR2F2-AS1 H2AZ2P1 chr16p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16p11 PCMTD1P2 RARRES2P9 RARRES2P8 FRG2HP FRG2DP AGGF1P5 VN1R68P AGGF1P8 IGHV3OR16-12 IGHV3OR16-17 DUX4L46 IGHV3OR16-13 NAMPTP3 BMS1P8 UBE2MP1 ENSG00000260958 RARRES2P5 DUX4L47 PPP1R1AP2 IGHV3OR16-11 DUX4L45 SLC25A1P4 AGGF1P7 ARHGAP23P1 CHEK2P6 AGGF1P9 ENPP7P13 VN1R69P CLUHP11 ZNF971P BCAP31P1 LINC02167 CCNYL3 ABHD17AP9 QPRT VPS35P1 FRG2IP HMGN2P41 LINC02184 FGFR3P5 IGHV3OR16-16 KIF18BP1 C2orf69P1 LINC00273 FRG2JP C1QL1P1 C2orf69P4 IGHV3OR16-7 ENSG00000261398 RARRES2P10 FRG2GP AGGF1P6 AGGF1P4 TP53TG3GP VN1R70P LINC01566 C2orf69P2 C2orf69P3 CHEK2P7 TP53TG3HP RARRES2P6 RARRES2P7 RNA5SP409 RNA5SP406 RNA5SP408 RNA5SP410 RNA5SP413 RNA5SP415 RNA5SP416 RNA5SP417 RNA5SP418 RNA5SP419 RNA5SP420 RNA5SP421 RNA5SP422 RNA5SP423 RNA5SP411 RNA5SP412 RNA5SP414 RNA5-8SP2 RNA5SP407 SNORA30 TMEM265 PHKG2 CFAP119 ZNF629 MIR4519 MIR762 CTF2P FBXL19-AS1 ORAI3 HSD3B7 STX1B STX4 ZNF668 ZNF646 VKORC1 BCKDK KAT8 PRSS8 PRSS36 NDUFA3P6 PYCARD PYCARD-AS1 TRIM72 IL27 SGF29 CDC37P1 MIR6862-2 TUFM MIR4721 RABEP2 CD19 NFATC2IP-AS1 MIR4517 SPNS1 NPIPB10P RRN3P2 SMG1P6 SLX1B SLX1B-SULT1A4 SNX29P2 MIR3680-2 CA5AP1 SPN SMG1P2 SLC7A5P1 TAOK2 HIRIP3 INO80E DOC2A PPP4C YPEL3 GDPD3 MAPK3 CORO1A-AS1 BOLA2B SLX1A-SULT1A3 CD2BP2 TBC1D10B SLX1A SULT1A4 EIF3C ATP2A1 FUS PYDC1 SULT1A3 ITGAM ITGAX ITGAD COX6A2 ZNF843 ARMC5 TGFB1I1 SLC5A2 RUSF1 AHSP LINC02190 VN1R64P VN1R65P FRG2KP YBX3P1 KRBOX5P1 VN1R66P CDIPT ASPHD1 KCTD13-DT ALDOA CTF1 ZNF48 ZNF771 SNORA80C SEPHS2 RNU7-61P MIR4518 ZNF768 ZNF747-DT ZNF764 ZNF785 ZNF689 PRR14 FBRS RNU6-416P RNU6-1043P ITGAL DCTPP1 NUPR1 SULT1A2 FBXL19 BCL7C RNF40 C16orf92 ZNF688 SETD1A ENSG00000285043 ATXN2L RBM22P13 ZNF267 IGHV1OR16-1 IGHV1OR16-3 IGHV3OR16-9 HERC2P4 ABHD17AP8 NPIPB9 SH2B1 SEZ6L2 NPIPB8 MYLPF RN7SKP127 C16orf54 ZG16 MVP-DT PRRT2 PAGR1 MVP KIF22 SRCAP TBX6 MAZ NPIPB12 SEPTIN1 TLCD3B ZNF747 RBM22P12 KRBOX5 VN1R67P VN1R3 TMEM219 NFATC2IP CLUHP3 MIR762HG CORO1A LAT NPIPB13 BCLAF1P2 ENSG00000284209 ACTR3BP3 PABPC1P13 ABCD1P3 FAM153DP ABHD17AP7 HERC2P5 IGHV2OR16-5 BCAP31P2 SLC6A10P IGHV3OR16-15 IGHV3OR16-6 IGHV1OR16-2 IGHV3OR16-10 IGHV1OR16-4 IGHV3OR16-8 HERC2P8 KCTD13 NPIPB11 SULT1A1 TP53TG3B TP53TG3C TP53TG3D TP53TG3E PRSS53 TP53TG3 TP53TG3F BOLA2 BOLA2-SMG1P6 SMG1P5 CD2BP2-DT ATP2A1-AS1 RUSF1-DT ENSG00000261840 YPEL3-DT CDIPTOSP chr16p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16p12 NPIPA9 XYLT1 ENSG00000261090 HS3ST4 TMC5 LINC02858 RPS15A RPL7P47 PKD1P5 LCMT1-AS2 SCNN1B PKD1P4 SYT17 SCNN1G ENSG00000261448 CYCSP39 AQP8 ZKSCAN2 HS3ST2 ENSG00000231876 TMC7 TNRC6A ZKSCAN2-DT SCML2P2 POLR3E ENSG00000259929 ARL6IP1 LINC02191 COQ7-DT TCERG1P2 EEF1A1P38 SMG1-DT LINC02175 HMGN2P3 LINC02129 LCMT1 COQ7 GSG1L HSPE1P16 CLEC19A GDE1 MIR3179-3 MIR3670-3 MIR6511A4 MIR3180-3 RNU4-46P RN7SL557P MIR6770-3 RNU6-1340P MIR548W RNA5SP405 MIR3670-4 MIR3179-4 ZP2 ANKS4B CRYM-AS1 SNX29P1 CRYM IGSF6 RNU6-1005P RNU6-196P SMG1P4 ABCA3P1 UQCRC2 TPRKBP2 RNY1P10 GAPDHP35 SBK1 MIR6862-1 CDC37P2 GPR139 EIF3CL KDM8 OTOA COG7 RN7SKP23 SNORA75 GGA2 CCNYL7 EARS2 SUB1P4 UBFD1 NDUFAB1 DCTN5 PLK1 PDZD9 XPO6 CLN3 LDAF1 SNRPEP3 GP2 UMOD PDILT ACSM5 ACSM2A C16orf82 ITPRIPL2 ACSM2B ACSM5P1 ACSM3 THUMPD1 RNU6-944P REXO5 ACSM1 ERN2 CHP2 PRKCB MIR1273H LINC02194 CACNG3 RNU7-24P RBBP6 USP31 NOMO2 CDR2 CDR2-DT MFSD13B RRN3P3 OTOAP1 LINC02890 ERI2 DCUN1D3 LYRM1 METTL9 APOBR NPIPB4 SMG1 LINC01567 ARHGAP17 SLC5A11 MOSMO VWA3A SDR42E2 EEF2K VPS35L KNOP1 CCP110 LARP7P2 GPRC5B IQCK NPIPB6 IL21R-AS1 GTF3C1 KATNIP RNU6-159P RNU6-1241P NSMCE1 NSMCE1-DT IL4R IL21R NPIPB3 MIR3680-1 SLC7A5P2 PALB2 DNAH3 NPIPB5 NPIPA8 NPIPB7 ABCC6P1 SMG1P1 RRN3P1 SMG1P3 LINC02195 ENSG00000262587 LCMT1-AS1 chr16p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16p13 RAB40C MIR3677HG FLYWCH2 NHLRC4 C4orf46P1 WFIKKN1 FAM234A AXIN1 ENSG00000260989 PKD1 TRAF7 ABCA3 DDX11L10 RAB26 WASIR2 RPL23AP86 SMIM22 PGP IL9RP3 E4F1 LINC02152 ENSG00000261394 LINC00235 RNPS1 WASH4P TMEM204 ANKS3 ECI1 UNKL PKD1-AS1 ARHGDIG ECI1-AS1 IFT140 CAPN15 MLST8 GLYR1 CDIP1 ADCY9 CPPED1 ZNF500 LINC02861 SUB1P3 DNASE1L2 CREBBP ENSG00000260071 LINC01195 PKD1P6-NPIPP1 RGS11 RPUSD1 GNG13 PRR35 MGRN1 NPIPA1 ENSG00000260735 PKD1P3 METTL26 SNX29 PKD1P6 UBALD1 CHTF18 CASKIN1 LINC01177 NPIPP1 LINC02177 RPL35AP34 METTL22 SHISA9 TMF1P1 NTAN1 MPV17L ZC3H7A DNAAF8 CRAMP1 RAB11FIP3 UBN1 NPIPA5 MIR5587 MIR3176 MIR6859-4 MIR3180-5 MIR4717 SNORD60 RN7SL850P MIR6769A MIR3677 MIR4516 MIR3180-4 MIR4718 MIR940 MIR3180-1 MIR1972-1 MIR6511B2 MIR6511A1 MIR6770-1 MIR6511B1 MIR3670-1 KREMEN2 PKMYT1 PAQR4 GREP1 CLDN9 CLDN6 THOC6 BICDL2 ENSG00000205890 RNU1-125P RNU1-22P ZSCAN10 ZNF213 CASP16P OR1F1 OR1F2P LINC00921 ZNF263 TIGD7 OR2C1 MTCO1P28 MTND1P8 ZNF174 ZNF597 NAA60 MIR6126 C16orf90 CLUAP1 NLRC3 TRAP1 SRL TFAP4 GLIS2 GLIS2-AS1 PAM16 CORO7-PAM16 CORO7 VASN DNAJA3 HMOX2 NAGPA EEF2KMT ENPP7P14 LINC02164 RPS3AP48 SNRPCP20 NPM1P3 LINC01570 MIR8065 RNU7-99P RNU6-457P RNU6-328P MRTFB PIGQ PDIA2 TNFRSF12A HCFC1R1 RRN3 LMF1 ROGDI SEPTIN12 HNRNPCP4 RMI2 TNP2 PRM3 PRM2 PRM1 MIR548H2 ENSG00000263080 ENSG00000262999 SNN RNA5SP403 RNA5SP404 IMPDH1P11 RN7SL493P RNU6-633P RHBDF1 NPRL3 HBZ HBM HBZP1 HBAP1 HBA2 HBA1 HBQ1 MRPS34 SPSB3 NUBP2 IGFALS HAGH LINC00254 LINC02124 HS3ST6 TEKT5 MTCYBP33 MTND6P33 MTND5P33 MTND4P34 MTND4LP24 MTND3P13 MTCO3P24 MTATP6P24 NUBP1 TVP23A DEXI JPT2 MIR3177 ABCA17P CCNF MIR6767 ENSG00000260874 TEDC2 MIR6768 TEDC2-AS1 NTN3 ATP6V0C CEMP1 MIR3178 PDPK1 PDPK2P TBC1D24 MARF1 MIR6506 MIR484 NDE1 METRN ANTKMT CIAO3 MSLN MSLNL MIR662 ZNF200 LUC7L ZNF75A ZNF205 FLYWCH1 RPL17P40 MIR3179-2 MIR3670-2 MIR3180-2 PKD1P1 MIR6511A2 MIR6770-2 PKD1P2 MIR6511A3 NOMO3 CACNA1H TPSB2 TPSAB1 TPSD1 PRSS29P TPSP2 RPS20P2 UBE2I BAIAP3 TSR3 CEP20 RNU6-213P RPL15P20 ABCC1 BMERB1 MYH11 KCTD5 PRSS27 SRRM2-AS1 SRRM2 SNORA3C PRSS21 EIF1P4 PRSS22 C16orf89 AMDHD2 TXNDC11 NMRAL1 HAGHL MMP25 RPL7P46 LITAF GRIN2A LINC01290 EMP2 GNPTG ABAT RN7SL743P RNU7-63P TMEM186 CARHSP1 CARHSP1-DT USP7-AS1 MRPL28 PGAP6 ENSG00000236829 NME4 DECR2 ERCC4 RPS26P52 LINC02186 TVP23CP2 ABCC6 PPL SEC14L5 ALG1 CCDC78 C16orf72 RPL21P119 PMM2 NME3 SOCS1 DNASE1 EME2 C16orf96 BRICD5 RBFOX1 IL32 PRSS33 MAPK8IP3 LMF1-AS1 CEROX1 SOX8 ZG16B ZSCAN32 C1QTNF8 PDXDC1 SSTR5 TPSG1 ELOB MSRB1 RPL3L NDUFB10 RPS2 SNORA10 SNORA64 SNORA78 RNF151 TBL3 NOXO1 SYNGR3 NPW RN7SL219P SLC9A3R2 NTHL1 MIR1225 ZNF598 TSC2 C16orf91 PERCC1 CCDC154 POLR3K SNRNP25 MPG ATF7IP2 TMEM114 SSTR5-AS1 MAPK8IP3-AS1 CIITA NPIPA2 ABCC6P2 NOMO1 MIR3179-1 RN7SL274P BFAR RNU7-125P PLA2G10 NPIPA3 ENSG00000188897 GFER MEIOB MEFV MCRIP2 WDR90 RHBDL1 STUB1-DT STUB1 JMJD8 WDR24 FBXL16 RHOT2 MIR193BHG MIR193B MIR365A LINC02130 PARN SLX4 BCAR4 RSL1D1 GSPT1 COX6CP1 TNFRSF17 UBL5P4 RPS23P6 RPS3AP2 PTX4 TELO2 CLCN7 FAHD1 NUDT16L1 LITAFD PRSS41 NPIPA7 NPIPB2 USP7 RSL1D1-DT ENSG00000215154 LINC02185 LINC01569 PRSS30P MMP25-AS1 ERVK13-1 SNHG9 SNHG19 ZNF213-AS1 CLEC16A chr16q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q11 ORC6 RAB43P1 DNAJA2 C16orf87 VPS35 CKBP1 MYLK3 ANKRD26P1 GPT2 SHCBP1 RNU6-845P DNAJA2-DT chr16q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q12 MTND4LP25 NETO2 ITFG1-AS1 SIAH1 LINC02127 LONP2 LINC02133 RPL23AP72 N4BP1 ITFG1 LINC00919 UBA52P8 MMP2 CASC16 CES5A LINC02169 LINC02183 MOCS1P1 LINC02140 RPS2P44 CAPNS2 LINC02911 LINC02134 UNGP1 CASC22 TOX3 RPL31P56 LPCAT2 LINC02180 MMP2-AS1 IRX3 KLF8P1 ENSG00000287885 FTO MTND5P34 RNU6-257P RN7SL841P CES1 IRX6 BRD7 NKD1 MIR3181 LINC02168 RNA5SP426 CYLD RNU6-1153P AKTIP HEATR3-AS1 ACTG1P16 RNY4P3 RPL10P14 SNORA70 CBLN1 C16orf78 LINC02179 ZNF423 ADAM3B MRPS21P7 MRPS21P8 RPL34P29 NCOA5LP ADCY7 MIR6771 TENT4B RBL2 RPGRIP1L CNEP1R1 PHB1P21 RNA5SP427 SLC6A2 CES1P2 CHD9 ABCC11 IRX5 SNX20 SOD1P2 SALL1 ABCC12 HEATR3 LINC02128 RNA5SP425 EIF4BP5 NDUFA5P11 CYLD-AS1 RN7SKP142 LINC01571 HNRNPA1L3 LINC02178 NOD2 PHKB ENSG00000277639 ENSG00000260963 LINC02192 CRNDE MPHOSPH10P1 CES1P1 chr16q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q13 NUP93 MT4 MT2A MT1E MT1M MT1JP MT1A MT1CP MT1B MT1F MT1IP MT1X DPPA2P4 MT1H MT3 GNAO1-DT GNAO1 GNAO1-AS1 MIR3935 AMFR OGFOD1 MIR138-2 SLC12A3 MIR6863 RPS24P17 HERPUD1 CETP CPNE2-DT CPNE2 PSME3IP1 ARL2BP PLLP RSPRY1 MT1G NUDT21 BBS2 NLRC5 MT1DP NUP93-DT MT1L chr16q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q21 CDH8 CCL17 LINC00922 APOOP5 CCL22 LINC02165 NPAP1L RPS27P27 PPIAP48 LINC02141 RPS15AP34 RPS27AP16 LINC02126 COQ9 CFAP20 CCDC102A CIAPIN1 CDH11 ADGRG5 CDH8-AS1 UBE2FP2 DUXAP11 CX3CL1 POLR2C GNPATP RNU4-58P RNU6-21P RN7SKP76 GINS3 HMGB3P32 ADGRG1 ADGRG3 DRC7 KATNB1 MIR6772 ENSG00000187185 RNU6-20P RPL23AP91 ENSG00000260927 CSNK2A2 RN7SL645P PRSS54 CDH5 CKLF CKLF-CMTM1 CMTM2 BEAN1-AS1 TK2 CMTM1 RNU6-269P RNU6-1110P LINC02137 RNU6-103P SETD6 CNOT1 SNORA46 SNORA50A SLC38A7 GOT2 RNU6-1155P RN7SL143P GEMIN8P2 RPL12P36 CNGB1 ZNF319 TEPP CCDC113 NDRG4 MMP15 KIFC3 USB1 DOK4 RNA5SP428 LINC00920 BEAN1 chr16q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q22 DYNC1LI2 LINC01568 UTP4 TERB1 PMFBP1 TANGO6 NAE1 KRT18P18 NPIPB14P ZFP90 HYDIN PDP2 CA7 HCCAT5 RPSAP56 PDXDC2P-NPIPB14P ZFHX3 DYNC1LI2-DT RNU7-90P RNU7-71P MIR140 PDXDC2P MIR1972-2 PDPR ENSG00000247228 SMG1P7 EXOSC6 RN7SL279P DDX19B DDX19A-DT DDX19A ST3GAL2 RPS27P26 RNU6-23P FCSK SF3B3 SNORD111B SNORD111 AARS1 RNU6-359P DDX28 NFATC3 RPS12P27 ESRP2 MIR6773 PLA2G15 SLC7A6 RNU6-1262P SLC7A6OS RNU4-30P SMPD3 RPL35AP33 RNU4-36P VAC14 VAC14-AS1 RNU6ATAC25P CLEC18C PHAF1 B3GNT9 TRADD FBXL8 NOL3 KIAA0895L EXOC3L1 E2F4 ELMO3 MIR328 TMEM208 FHOD1 SLC9A5 KCTD19 RN7SKP118 LRRC36 TPPP3 RNU1-123P ZDHHC1 HSD11B2 AGRP VPS4A COG8 PDF NIP7 TMED6 TERF2 MIR1538 CMTM3 CMTM4 WWP2 CDH3 CDH3-AS1 HSPE1P5 CDH1 RNA5SP429 FTLP14 PLEKHG4 TLE7 ZNF19 CHST4 RNU6-1061P TAT-AS1 TAT MARVELD3 PHLPP2 RNU6-208P SNORA70D AP1G1 SNORD71 ATXN1L IST1 ZNF821 RPL39P31 ATP5F1AP3 DHODH TXNL4B DHX38 CDH16 RRAD CIAO2B CES2 CES3 RN7SL543P CBFB HSF4 PKD1L3 CMTR2 ENSG00000261260 CALB2 LINC02136 ZNF23 PRMT7 MTSS2 ATP6V0D1 HPR HP CLEC18A IL34 RNU6-898P RPS2P45 HAS3 CHTF8 RNU6-22P DERPC CYB5B SNTB2 PARD6A ENKD1 C16orf86 GFOD2 ATP6V0D1-DT RIPOR1 CTCF-DT CTCF RANBP10 TSNAXIP1 CENPT THAP11 EDC4 NRN1L PSKH1 CTRL PSMB10 LCAT SLC12A4 DPEP3 DPEP2 DUS2 KARS1P3 DPEP2NB CARMIL2 ACD CES4A NQO1 NQO1-DT NOB1 SNORA62 NFAT5 NUTF2 LINC01572 ZFHX3-AS1 LRRC29 COG4 chr16q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q23 PSMD7-DT CTRB2 FA2H LINC02131 ENSG00000240338 RPL18P13 VAT1L MAF CNTNAP4 CTRB1 ARLNC1 BCAR1 SYCE1L LINC01227 MON1B MLKL HSPE1P7 WDR59 DYNLRB2 DYNLRB2-AS1 LINC01229 CFDP1 LINC02125 NUDT7 ZFP1 VN2R10P RFWD3 TMPOP2 ZNRF1 ADAMTS18 LINC01228 CMC2 CDYL2 RNA5SP430 RNU6-758P RN7SKP233 SNORD33 MIR4719 GLG1 CENPN-AS1 ATMIN GCSH PKD1L2 RNU6-1191P BCO1 MIR4720 PPIAP51 MIR7854 MIR6504 TMEM170A CHST6 GABARAPL2 TERF2IP DUXB RN7SL520P ATP5PBP7 CPHXL KARS1 GAN ENSG00000260228 MLYCD OSGIN1 RNA5SP432 SLC38A8 C16orf46 LDHD ADAT1 CENPN PPIAP50 CLEC3A KRT8P22 WWOX WWOX-AS1 LSM3P5 RPS3P7 RNA5SP431 CHST5 CMIP NECAB2 PPIAP49 PSMD7 PDPR2P CLEC18B ENSG00000261170 RNU6-237P NPIPB15 TMEM231 CDH13 MIR8058 ENSG00000260862 RN7SL134P ENSG00000260832 CDH13-AS1 MIR3182 HSBP1 RN7SKP176 SDR42E1 HSD17B2 MTCYBP28 MPHOSPH6 MPHOSPH6-DT RN7SKP190 PLCG2 CPHXL2 TMEM231P1 MAFTRR chr16q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr16q24 GINS2 LINC01081 FOXC2 GSE1 WFDC1 MAP1LC3B FLJ30679 ATP2C2-AS1 ZCCHC14 KLHL36 LINC02188 JPH3 MEAK7 MTHFSD LINC02181 RPL7AP63 SLC7A5 KLHDC4 FBXO31 PIEZO1 LINC00917 LINC02189 ENSG00000226180 LINC02135 FOXL1 ZCCHC14-DT COTL1 ENSG00000261095 C16orf74 FENDRR LINC02193 ENSG00000261697 FOXF1 RNA5SP433 MIR6775 RN7SL381P C16orf95 ZNF469 HSDL1 DNAAF1 ADAD2 ENSG00000250685 SPG7 SNORD68 CPNE7 CDK10 LINC02166 SPATA2L VPS9D1 VPS9D1-AS1 CHMP1A USP10 ATP2C2 RPL13 SPIRE2 TCF25 MC1R GAS8 GAS8-AS1 URAHP TUBB8P7 CICP25 DBNDD1 ACSF3 LINC00304 LINC02138 CDH15 ENSG00000260279 ZNF778 DEF8 TAF1C TUBB3 PRDM7 RNU6-430P SPATA33 KCNG4 SLC22A31 CRISPLD2 LINC02176 ZDHHC7 CIBAR2 LINC02139 COX6CP16 LINC00311 MIR5093 KIAA0513 ANKRD11 MBTPS1 DPEP1 FAM157C CENPBD1P RNU6-355P ZFPM1 MIR5189 ZFPM1-AS1 ZC3H18 IL17C CYBA MVD SNAI3 RNF166 CTU2 MIR4722 ENSG00000182376 ZNF276 CDT1 APRT GALNS CBFA2T3 ENSG00000259881 TRAPPC2L FANCA MIR1910 EMC8 RNU1-103P ENSG00000270159 COX4I1 IRF8 MIR6774 LINC02132 LINC01082 PABPN1L CA5A ENSG00000205037 LINC02182 BANP AFG3L1P FOXC2-AS1 SNAI3-AS1 C16orf95-DT ZNF778-DT MBTPS1-DT chr17p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17p11 ZNF287 ATPAF2 TBC1D3P3 LRRC75A GRAPL SRP68P3 KRT17P6 SLC47A1 BRI3P3 PEMT MEIS3P2 NMTRQ-TTG12-1 SNORA59B MIEF2 USP22 MTND1P14 DRC3 SMCR5 FLII KYNUP1 YWHAEP3 ALKBH5 FLJ36000 DRG2 KRT17P7 EIF1P5 NATD1 MTND2P12 LINC02088 GRAPLDR SNORD3B-1 GID4 PRPSAP2 ENSG00000264970 COTL1P2 KRT16P5 AKAP10 CDRT15L2 NOS2P3 SNORD3B-2 RPL21P121 TOP3A ZSWIM5P2 RPL7AP65 SRSF6P2 USP32P3 SMCR8 FAM83G TNPO1P3 KRT16P3 ZNF624 TMEM11-DT KYNUP2 RAI1-AS1 SMCR2 SLC47A1P1 MAP2K3 MTCO1P39 SLC47A1P2 RNU6-468P MIR6777 MIR33B SNORD3D RN7SL426P MIR6778 ALDH3A2 ALDH3A1 ULK2 NDUFB4P3 EVPLL TBC1D3P4 LINC02076 KRT17P5 YWHAEP2 KRT17P2 KRT16P1 KRT16P4 TNPO1P2 LGALS9C NOS2P2 SRP68P2 ENSG00000174977 UBE2SP2 FBXW10 TVP23B ENSG00000250111 RN7SL627P USP32P2 FAM106A ZNF286B RNFT1P3 HNRNPA1P19 OLA1P2 SCDP1 ABHD17AP6 RNU6-1178P RNASEH1P1 SPECC1P2 TBC1D27P TNFRSF13B ENSG00000230709 LINC02090 MPRIP-AS1 RNU6-767P RN7SL775P PLD6 FLCN ACTG1P24 COPS3 NT5M RPL13P12 TSEN15P1 MED9 RASD1 TMEM11 MPRIP SNORD3A SNORD3C KYNUP3 EPN2-AS1 MIR1180 MAPK7 MFAP4 RNF112 LINC02094 RPS2P46 RPL17P43 SLC5A10 TOM1L2 GRAP SPECC1-DT KCTD9P1 RNU6-258P RNU6-1057P RNU6-467P UPF3AP2 SLC47A2 FOXO3B LGALS9B SREBF1 NCOR1P2 FTLP13 LINC02002 FAM27E5 RNU6-862P RN7SL442P PIGL MIR1288 CENPV UBB FTLP12 TRPV2 SNORD49B SNORD49A SNORD65 RAI1 LLGL1 SHMT1 MYO15A NCOR1 B9D1 DHRS7B SPECC1 EPN2 UBBP4 CCDC144NL-AS1 TBC1D28 NEK4P2 RNASEH1P2 CCDC144A RNU6-405P RN7SL620P UPF3AP1 USP32P1 SRP68P1 FAM106C NOS2P4 KRT16P6 KRT16P2 KRT17P1 KRT17P4 COTL1P1 MTND6P35 MTCYBP13 MTND1P15 MTND2P13 NMTRS-TGA3-1 MTATP6P3 MTCO3P13 KCNJ12 PDLIM1P2 RPL21P120 KCNJ18 CCDC144NL LINC02693 CCDC144CP CCDC144B TRIM16L LINC01563 SNHG29 chr17p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17p12 SPECC1P1 MEIS3P1 ZSWIM5P1 ZSWIM7 LINC02087 IL6STP1 TTC19 CDRT15P2 RNA5SP436 FBXW10B PIRT RNU6-1065P RPL15P21 RN7SL601P SHISA6 DNAH9 ZNF18 MAP2K4 RNU11-2P MIR744 MYOCD-AS1 ARHGAP44-AS1 MIR1269B ELAC2 LINC02093 HS3ST3A1 MIR548H3 CDRT15P1 COX10 CDRT15 HS3ST3B1 RPS18P12 LINC02096 RPL23AP76 ENSG00000232058 CDRT7 CDRT8 MIR4731 TEKT3 RNU6-799P RN7SL792P PMP22 MYOCD ADORA2B TRIM16 ZNF29P ZNF286A UBE2SP1 TBC1D26-AS1 ZNF286A-TBC1D26 TBC1D26 RPLP1P11 RPL22P21 RNU6-314P ARHGAP44 LINC00670 TMEM238L CDRT4 TVP23C-CDRT4 TVP23C RPL9P2 PPIAP53 COX10-DT chr17p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17p13 SGSM2 ANKFY1 ENSG00000282936 ZZEF1 CRK ENSG00000241525 TEKT1 PIMREG CAMKK1 P2RX1 C17orf97 PITPNM3 C17orf100 ALOX15P1 RPL23AP73 ENSG00000284837 RYKP1 ATP2A3 SLC13A5 TXNDC17 KIAA0753 NCBP3 PRAL LINC01975 MED31 MFSD1P1 AIPL1 FBXO39 NXN SPNS3 RFLNB XAF1 RN7SL774P RNA5SP434 RNA5SP435 MIR4520-1 MIR4520-2 SENP3 SENP3-EIF4A1 SNORA48 SNORD10 SNORA67 CD68 MPDU1 SOX15 FXR2 SHBG SAT2 ATP1B2 EFNB3 RPL29P2 OR1D5 OR1P1 OR1E3 MYO1C INPP5K RN7SL105P RILP PRPF8 TLCD2 MIR22 SERPINF2 SERPINF1 SMYD4 RPA1 CYB5D2 TRPV3 SLC43A2 EIF4A1 PLSCR3 TMEM256-PLSCR3 TMEM256 NLGN2 SPEM1 SPEM2 SPEM3 TMEM102 FGF11 CHRNB1 TMEM88 CYB5D1 SCARNA21 TRAPPC1 CNTROB GUCY2D ALOX15B ALOXE3P1 ALOX12B ENSG00000214999 MIR4314 HES7 PER1 MIR6883 VAMP2 TMEM107 SNORD118 MIR4521 BORCS6 AURKB PFAS SLC25A35 RANGRF ARHGEF15 ODF4 RPL26 RNU7-43P PPIAP52 CCDC42 MFSD6L PIK3R6 PIK3R5-DT NTN1 ENSG00000262966 STX8 CFAP52 RPL19P18 USP43 GLP2R NPM1P45 RCVRN RPS27AP1 MYH13 MYHAS MYH8 MYH4 MYH1 MYH2 MYH3 SCO1 ADPRM TMEM220 MAGOH2P TMEM220-AS1 EIF5A GPS2 NEURL4 ACAP1 ZBTB4 ALOXE3 SGSM2-AS1 MNT METTL16 RN7SL33P EIF4A1P9 SAMD11P1 RN7SL608P MIR6776 MIR1253 PAFAH1B1 NDEL1 WDR81 TMEM95 OR1D4 OR1D3P RTN4RL1 ENSG00000228133 DPH1 OVCA2 DPH1-AS1 MIR132 MIR212 HIC1 SMG6 MCUR1P1 RN7SL624P ENSG00000225084 SMG6-IT1 SRR HNRNPA1P16 TSR1 SNORD91B SNORD91A POLR2A SPNS2-AS1 SPNS2 MYBBP1A GGT6 TXNP4 SMTNL2 LINC01996 RNU6-955P ALOX15 PELP1 PELP1-DT ARRB2 MED11 CXCL16 ZMYND15 TM4SF5 VMO1 GLTPD2 PSMB6 C17orf114 PLD2 MINK1 ATP6V0CP1 RN7SL784P CHRNE C17orf107 KRBA2 DHRS7C CLUH GAS7 RPS4XP17 TLCD3A GEMIN4 DBIL5P MRM3 VPS53 KDM6B KCTD11 RNF227 TIMM22 MIR3183 ABR-AS1 BHLHA9 TRARG1 YWHAE ABR OR1D2 OR3A1 OR3A4P OR1AC1P OR1E1 OR3A3 OR1E2 SPATA22 ASPA ALOX12 RNASEK RNASEK-C17orf49 C17orf49 MIR497HG MIR195 MIR497 BCL6B SLC16A13 CLEC10A RPL7AP64 ASGR1 DLG4 ACADVL MIR324 DVL2 PHF23 GABARAP CTDNEP1 CLDN7 SLC2A4 YBX2 OR3A2 OR1A2 UBE2G1 KCNAB3 NAA38 TNFSF13 ENSG00000262003 PIK3R5 OR1A1 TNK1 CCDC92B MYH10 WSCD1 RNU6-1264P BTF3P14 GP1BA PITPNA SCARF1 RNF222 GSG1L2 GLOD4 DNAH2 ELP5 SPDYE4 ASGR2 SLC16A11 SLC35G6 PITPNA-AS1 SLC25A11 RNF167 PFN1 ENO3 SPAG7 CAMTA2 MIR6864 MIR6865 CAMTA2-AS1 KIF1C KIF1C-AS1 SLC52A1 ZFP3-DT ZFP3 USP6 INCA1 ZNF594 SCIMP ZNF232 LINC02887 SCGB1C2 DOC2B LINC02091 RPH3AL RPH3AL-AS1 RPH3AL-AS2 RAP1GAP2 ENSG00000262884 OR1G1 ENSG00000261848 TRPV1 CTNS SHPK CTNS-AS1 TAX1BP3 P2RX5-TAX1BP3 EMC6 P2RX5 ITGAE HASPIN TP53 WRAP53 ENSG00000286190 LINC00324 CTC1 NLRP1 OR1R1P TNFSF12 TNFSF12-TNFSF13 ALOX12-AS1 RABEP1 RPAIN C1QBP DHX33 DHX33-DT DERL2 MIS12 NUP88 CHD3 ZNF594-DT ALOX12P2 MIR22HG ENSG00000233223 ZNF232-AS1 chr17q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q11 RPL34P31 WSB1 LINC01992 RPS16P8 SYPL1P2 CPD MYO1D BLMH NSRP1 SMURF2P1 TEFM TBC1D29P RHBDL3 UBL5P2 NLK MYO1D-DT TMEM98 SPACA3 SLC6A4 TBC1D3P5 CDK5R1 MSANTD3P1 TUFMP1 GTF2IP6 COPRS RPL9P30 TMIGD1 CRLF3 VN1R71P KRT17P3 SH3GL1P2 ATAD5 UTP6 GPR160P2 LRRC37BP1 PSMD11 PDLIM1P3 ALOX12P1 SSH2 SNORA70 RNU6-990P MIR4522 RNU6-1134P SNORD63 RNU6-1267P RN7SL316P RNU6-298P RNU4-34P RNU6-711P RNU6-1034P MIR4523 RNY4P13 MIR423 MIR3184 RPS29P22 PYY2 ERVE-1 KRT18P55 TMEM97 TNFAIP1 POLDIP2 TMEM199 MIR4723 VTN PPY2P GOSR1 IFT20 SARM1 SLC46A1 H3P41 RPS7P1 UNC119 PIGS ALDOC SPAG5 SPAG5-AS1 KIAA0100 SDF2 RPS12P28 SUPT6H RAB34 RPL23A SNORD42B SNORD4A SNORD42A SNORD4B TLCD1 NEK8 RPL31P58 C17orf75 OOSP1P2 MIR632 ZNF207 TAOK1 RHOT1 ERAL1 MIR451A MIR451B MIR144 MIR4732 FLOT2 DHRS13 PHF12 ENSG00000265845 ABHD15 ABHD15-AS1 TP53I13 GIT1 ANKRD13B RNU6-920P RPL21P123 FAM222B PIPOX CORO6 PROCA1 ADAP2 RN7SL138P LINC02978 RNF135 DPRXP4 MIR4733HG MIR4733 OMG EVI2B EVI2A AK4P1 RAB11FIP4 RN7SL79P RN7SL45P MIR4724 MIR193A RNU6ATAC7P MIR365BHG MIR4725 MIR365B TRAF4 SEZ6 KSR1 EFCAB5 SUZ12P1 NF1 MYO18A TWF1P1 CRYBA1 NUFIP2 RPL35AP35 SEBOX RSKR ITM2BP1 LGALS9 NOS2P1 CPDP1 LGALS9DP LYRM9 NOS2 SUZ12 RNA5SP437 SH3GL1P1 WDR45BP1 ENSG00000214708 ARGFXP2 LRRC37B SLC13A2 FOXN1 ENSG00000266865 chr17q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q12 ZNF830 TMEM132E-DT AA06 AP2B1 CCT6B TLK2P1 DUSP14 LIG3 MRPL45 ARHGAP23 GRB7 ACACA NEUROD2 PGAP3 TADA2A RPL23 PPP1R1B NPEPPSP1 SOCS7 C17orf78 FBXL20 MIEN1 FBXO47 SRCIN1 PNMT LASP1 LINC00672 STARD3 MED1 TCAP RNA5SP526 SNORA21B SNORA21 MIR4728 RNU6-233P MIR6779 TMEM132E CDK12 LINC02079 RDM1P5 PLXDC1 ARL5C CACNB1 STAC2 RPL19 ERBB2 ASIC2 LHX1-DT LHX1 MIR2909 HMGB1P24 AATF RFFL RNU6-840P FNDC8 NLE1 UNC45B SLFN5 RAD51D SYNRG DDX52 MIR378J HNF1B YWHAEP7 RNU6-489P RASL10B GAS2L2 MMP28 C17orf50 HEATR9 CCL5 LRRC37A9P TBC1D3E TBC1D3C TBC1D3 E2F3P1 TAF5LP1 TOMM20P2 SLFN14 SNORD7 PEX12 UFM1P2 SLFN12 SLFN13 SLFN11 TBC1D3L GPR179 TAF15 EPOP MIR4734 MLLT6 MIR4726 CISD3 RNA5SP440 PCGF2 PSMB3 RNU6-866P PIP4K2B CWC25 MIR4727 C17orf98 SLFN12L SLC35G3 LRRC37A11P RNA5SP438 LINC01989 CCL7 CCL11 CCL8 CCL13 CCL1 CCL2 TBC1D3G TBC1D3H RNU6-1192P TBC1D3F TBC1D3JP ENSG00000289011 ZNHIT3 RNA5SP439 MYO19 PIGW GGNBP2 DHRS11 MRM1 TBC1D3K TBC1D3D RDM1 LYZL6 CCL16 CCL14 CCL15-CCL14 CCL15 CCL23 CCL18 CCL3-AS1 CCL3 CCL4 RN7SL301P TBC1D3B CCL3L1 CCL4L2 TBC1D3I SNHG30 chr17q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q21 CDC6 PSMD3 IKZF3 WIPF2 GJD3-AS1 RPL23AP75 GJD3 FKBP10 MSL1 RARA-AS1 RARA CCR7 KRT8P34 ETV4 GSDMA ORMDL3 P3H4 TNS4 GPATCH8 AOC3 NT5C3B G6PC1 MEOX1 DHX8 HAP1 IGFBP4 BECN1 ARL4D CNTD1 HOXB9 PPIAP54 SKAP1-AS2 HOXB-AS2 JUP WNK4 PRAC2 MIR2117HG ENSG00000251239 NGFR-AS1 LUC7L3 PRAC1 CASC3 PRR15L NR1D1 B4GALNT2P1 SKAP1-AS1 AOC2 LINC02210-CRHR1 HOXB4 ANKRD40 CDK5RAP3 ABI3 WFIKKN2 UBE2Z RPL5P33 SP6 HOXB-AS1 HOXB-AS4 COA3 GNGT2 COPZ2 ABCC3 ITGA3 SMARCE1 HOXB8 LINC00671 GAST COX6B1P2 UTP18 SUMO2P17 HOXB-AS3 NME1-NME2 LINC02073 RPL9P28 NGFR TOB1 LINC02071 SNF8 HOXB7 LINC02086 RPL7P48 CBX1 TOB1-AS1 NFE2L1 HOXB6 HOXB1 SKAP1 TOP2A ATP5MC1 IGF2BP1 MBTD1 LINC02594 GIP FZD2 MIR6866 MIR6867 SNORD124 MIR6884 RNA5SP441 RNA5SP442 RN7SL399P RNU6-1137P RNU6-406P RNU6-971P RNU6-287P MIR6781 RNU2-4P MIR2117 RNU6-470P MIR1203 RN7SL125P MIR3185 MIR196A1 MIR152 RNU6-1152P MIR8059 RNU6-1201P MIR10A RNU1-42P MIR6129 RNU6-826P AARSD1 PTGES3L-AARSD1 SPPL2C MAPT-IT1 STH MIR6165 SPOP SLC35B1 FAM117A KAT7 SRP14P3 RNU6-1313P DLX4 DLX3 RPL27 B4GALNT2 IFI35 CRHR1 RAB5C HOXB13 NXPH3 PNPO CSF3 THRA SMCO4P1 LINC01180 MEIOC CCDC43 DBF4B RN7SL819P RPL6P26 ADAM11 GJC1 HIGD1B EFTUD2 CCDC103 KIF18B KIF18B-DT C1QL1 MAPK8IP1P1 ARL17B RN7SL656P NSFP1 RDM1P2 ARL17A RN7SL199P FAM215B ANKRD40CL NME2 SNX11 RAPGEFL1 ZNF652 CALCOCO2 PHOSPHO1 ZPBP2 NME1 NSF RPS7P11 KPNB1 TBX21 OSBPL7 MRPL10 LRRC46 SCRN2 PLCD3 ACBD4 HEXIM1 NMT1 ZNF652-AS1 EIF4EP2 LINC02075 MIR5010 PTP4A2P1 NAGLU HSD17B1P1 HSD17B1 COASY PSMC3IP RETREG3 ATP5MGP7 HMGB3P27 TUBG2 PLEKHH3 CAVIN1 RNU7-97P MIR548AT STAT3 RAB5C-AS1 KCNH4 HCRT GHDC MLX FMNL1-DT FMNL1-AS1 MAP3K14-AS1 SPATA32 MAP3K14 RNA5SP443 KRT222 KRT224P KRT24 KRT25 KRT27 KRT28 KRT10 KRT12 KRT20 KRT23 MAPT FAM215A PPY NAGS TMEM101 LSM12 ENSG00000267638 RNU6-131P HROB ASB16 TMUB2 UBTF MIR6782 ATP6V0A1 TUBG1 CCR10 CNTNAP1 EZH1 MIR6780A HMGN2P15 RAMP2-AS1 RAMP2 VPS25 KANSL1 KRTAP17-1 TBC1D3P7 KRT33A KRT33B KRT31 ENSG00000234859 KRT41P KRT37 STAT5A HOXB3 HOXB2 HOXB5 PTGES3L PDK2 SAMD14 PPP1R9B COL1A1 SUMO2P7 TMEM92 TMEM92-AS1 XYLT2 MRPL27 EME1 LRRC59 SGCA SHC1P2 SLC4A1 RN7SL507P RUNDC3A-AS1 RNU6-453P RUNDC3A SLC25A39 GRN FAM171A2 RPL7L1P5 ITGA2B RN7SL258P ENSG00000267288 GFAP KRT34 TTLL6 KRT39 KRTAP3-3 KRTAP3-2 KRTAP3-4P KRTAP3-1 KRTAP1-5 KRTAP1-3 KRTAP1-1 KRTAP2-3 KRTAP2-4 KRTAP2-5P KRTAP4-11 KRTAP4-12 KRTAP4-5 KRTAP4-4 HDAC5 LRRC3C GSDMB KRT40 KRT38 KRT43P KRT32 RNU2-32P KRT36 KRT13 KRT15 MIR6510 KRT19 LINC00974 KRT9 KRT14 KRT16 KRT42P EIF1 KRT35 FAM187A MIR4315-1 RDM1P1 DND1P1 MAPK8IP1P2 RPS26P8 LINC02210 ARHGAP27 KRTAP2-1 KRTAP4-8 KRTAP1-4 KLHL10 KLHL11 ACLY ODAD4 CNP DNAJC7 NKIRAS2 C17orf113 DHX58 KAT2A HSPB9 KRT17 SPAG9 SP2 MPP2 PSME3 MED24 FMNL1 KRTAP16-1 PYY RN7SL405P MIR6783 MIR6784 TBKBP1 ATXN7L3 HEXIM2 DCAKD TAC4 RUNDC1 PICART1 SP2-AS1 MAPT-AS1 PHB1 LINC01976 ATXN7L3-AS1 G6PC3 LRRC37A MYL4 ITGB3 RNU7-186P EFCAB13 WNT3 LRRC37A2 WNT9B LINC01974 GOSR2-DT RNU6ATAC3P GOSR2 MIR5089 RPRML LRRC37A17P RN7SL270P CDC27 KRTAP4-3 KRTAP4-2 KRTAP4-1 KRTAP4-17P KRTAP9-1 KRTAP9-12P KRTAP9-2 KRTAP9-3 KRTAP9-8 KRTAP9-4 KRTAP9-9 KRTAP9-11P KRTAP9-10P KRTAP29-1 ZNF385C KRTAP9-6 KRTAP9-7 STAT5B KRTAP4-6 KRTAP4-9 KRTAP4-7 KRTAP2-2 KRT26 KRTAP4-16 VAT1 RND2 RPL21P4 NBR2 BRCA1P1 NBR1 TMEM106A CCDC200 RNU2-1 PLEKHM1 BRCA1 ACSF2 MRPS21P9 CHAD RSAD1 MYCBPAP ENSG00000250286 EPN3 SPATA20 CACNA1G-AS1 KPNB1-DT CACNA1G NPEPPS WHSC1L2P SOST DUSP3 CFAP97D1 MPP3 CD300LG H1-9P LRRC37A4P NFE2L1-DT FLJ40194 EFCAB15P AOC4P ASB16-AS1 HSD17B1-AS1 LINC00910 EFCAB13-DT MRPL45P2 SP2-DT HEXIM2-AS1 KANSL1-AS1 KRT223P KRT10-AS1 chr17q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q22 LINC02876 RPS2P48 MMD SMIM36 KIF2B CA10 TOM1L1 LINC01982 HSF5 LINC02089 ARL2BPP8 GARS1P1 COX11 HLF ISCA1P3 STXBP4 MTCO1P40 PCTP TMEM100 RN7SKP14 RNU6-1249P ENSG00000266100 ENSG00000263499 RN7SL449P RNU7-134P CCDC182 RN7SKP94 MRPS23 RNU6-1158P MIR3614 COIL SCPEP1 RNF126P1 AKAP1 MSI2 CUEDC1 VEZF1 SRSF1 DYNLL2-DT DYNLL2 MSX2P1 EPX ENSG00000287337 MKS1 SKA2 RNU2-58P MIR454 MIR301A PRR11 SMG8 OR4D2 C17orf67 DGKE TRIM25 SETP3 SEPTIN4-AS1 MTMR4 SEPTIN4 TRIM37 RN7SL716P SPDYE22P GDPD1 SNRPGP17 YPEL2 MIR4729 OR4D1 AKAP1-DT TEX14 RNU1-108P RNU1-52P RNVU1-34 RNU6-518P PPM1E RAD51C LPO MPO TSPOAP1 MIR142 MIR4736 SUPT4H1 RNF43 IGBP1P2 ANKFN1 RPL39P33 NOG TSPOAP1-AS1 MIR142HG chr17q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q23 RPL32P32 ENSG00000267131 NDUFB8P2 H3P42 TBC1D3P1-DHX40P1 MARCHF10-DT RPL23AP74 TUBD1 RPS6KB1 RNFT1 ENSG00000287664 TBX2 SEPTIN7P12 PRELID3BP3 RNFT1-DT DHX40P1 TBC1D3P1 ENSG00000280852 MED13 CA4 POLRMTP1 LINC02875 TBX4 VMP1 RPS29P21 USP32 MARCHF10 RNU6-450P MIR4737 SCARNA20 RN7SL800P MIR21 CYB561 PPIAP55 ACE ACE3P FAM136DP MAP3K3 EEF1DP7 LIMD2 RPL31P57 PECAM1 MILR1 POLG2 ATP5MFP4 MIR3064 MIR5047 DDX5 BCAS3 GH1 SCN4A PRR29-AS1 PRR29 ICAM2 ERN1 SNORD104 SNORA50C TBC1D3P2 USP32P4 ENSG00000242123 EFCAB3 RNU7-52P RPS23P7 METTL2A MRC2 RNU6-446P ENSG00000265702 TLK2 NACA2 INTS2 BRIP1 RNU4-13P C17orf64 RPL12P38 APPBP2 LINC01999 RPSAP66 RNU6-623P RN7SL606P ENSG00000224011 KRT18P61 HMGN1P28 RN7SL448P PPM1D TEX2 CSHL1 CEP95 HEATR6 KCNH6 DCAF7 TACO1 MIR633 TRMT112P3 DNAJB6P8 TANC2 RNU6-288P STRADA CCDC47 DDX42 FTSJ3 PSMC5 TCAM1P CSH2 GH2 SMARCD2 CSH1 CD79B DHX40 PTRH2 CLTC WFDC21P APPBP2-DT TBX2-AS1 HEATR6-DT SNHG25 LINC01476 chr17q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q24 LINC01482 CACNG5 MAP2K6 PRKCA ABCA9-AS1 PSMD7P1 BPTFP1 RPL32P33 HELZ-AS1 RGS9 CACNG4 APOH LINC01483 CACNG1 PSMD12 LINC02563 HELZ RPL36AP48 PRKCA-AS1 ARHGAP27P1-BPTFP1-KPNA2P3 RDM1P4 GNA13 SLC16A6P1 CEP112 MYL6P5 ABCA5 CASC17 RNA5SP446 RN7SL735P MIR6080 RNU7-115P RNU6-928P MIR4315-2 RNA5SP445 MIR634 RN7SKP180 RNU7-155P RNA5SP444 RNA5SP447 RN7SL404P RN7SL756P MIR548D2 MIR548AA2 NOL11 SNORA38B RPSAP67 RPL17P41 RN7SL622P FBXO36P1 LRRC37A16P SH3GL1P3 RDM1P3 ARHGAP27P2 WIPI1 MIR635 LINC01152 LINC02097 SOX9 LINC02003 ROCR SOX9-AS1 LINC01028 KCNJ2 CALM2P1 KPNA2 SMURF2 MICOS10P2 KPNA2P3 C17orf58 FAM20A ARSG AMZ2 KCNJ16 LRRC37A3 ABCA9 ABCA6 SEC24AP1 MIR4524B MIR4524A PRO1804 SNRPGP4 ABCA10 BPTF PRKAR1A AXIN2 ABCA8 PITPNC1 SLC16A6 LINC00511 LINC00674 LINC01497 KCNJ2-AS1 PLEKHM1P1 AMZ2P1 chr17q25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr17q25 ATG12P1 CD300LF SDK2 ENSG00000263574 SLC9A3R1 NAT9 LINC02092 LINC00469 LINC02074 GRIN2C SLC9A3R1-AS1 KCTD2 TBC1D16 TMEM104 ENSG00000264985 SCAT1 RAB37 SGSH DNAH17 ASPSCR1 CD300E CBX8 LINC01979 CBX4 LINC01977 FOXK2 DNAH17-AS1 RPL23AP87 SLC26A11 RN7SL454P MIR3615 CEP131 NDUFAF8 SLC38A10 TMEM105 RENO1 MIR4740 MIR3186 LINC01971 FAAP100 PRPSAP1 RNU6-24P SPHK1 UBE2O RPL7P49 CYGB PRCD SNORD1C SNORD1B SNORD1A ENSG00000284526 ST6GALNAC2 ST6GALNAC1 RNU6-227P ENSG00000261335 RNY4P36 SRSF2 MIR636 RNU6-97P RHBDF2 SNHG20 SEC14L1 SCARNA16 MIR6516 RNU4-47P CYCSP40 MIR4316 LINC01970 CD7 SECTM1 TEX19 OGFOD3 HEXD-IT1 NARF-AS1 NARF-IT1 NPLOC4 PDE6G OXLD1 CCDC137 MIR6786 MRPL12 SLC25A10 FSCN2 RECQL5 SMIM6 SAP30BP ITGB4 H3-3B MIR4738 UNK WBP2 TRIM47 TRIM65 MRPL38 ACOX1 TEN1-CDK3 TEN1 EVPL SRP68 AANAT JMJD6 HEXD METTL23 ZACN GALR2 EXOC7 MIR6868 FOXJ1 RNF157-AS1 HGS TRIM80P SLC16A5 ARMC7 NT5C JPT1 SUMO2 NUP85 GGA3 MRPS7 MIF4GD-DT SLC25A19 GRB2 ENSG00000228007 MIR3678 RNU6-938P LINC01973 RNU1-80P UBE2V2P2 RNU6-625P EIF5AP2 TK1 BIRC5 THA1P LINC01993 MIF4GD SYNGR2 SLC16A3 GCGR MCRIP1 PPP1R27 ARHGDIA ALYREF ANAPC11 NPB PCYT2 SIRT7 MAFG MAFG-DT PYCR1 MYADML2 NOTUM ACTG1 P4HB ARL16 RNF157 ATP5MGP6 ATF4P3 UBALD2 TMEM94 MIR6785 CASKIN2 TSEN54 LLGL2 SMIM5 SEPTIN9 ENSG00000262833 ENSG00000261924 RPL12P37 CHMP6 ENSG00000280351 BAIAP2-DT AATK MIR657 MIR3065 MIR338 MIR1250 PVALEF TEPSIN GALK1 WDR45B RAB40B MIR4525 ENSG00000263063 FN3KRP FN3K TBCD ZNF750 METRNL FDXR FADS6 USH1G OTOP2 OTOP3 HID1 HID1-AS1 CDR2L MRPL58 RNU6-362P ATP5PD RN7SL573P QRICH2 MXRA7 BAIAP2 UTS2R GPRC5C CD300A CD300LB CD300C CD300LD CD300LD-AS1 RFNG DUS1L FASN RPL38 MGC16275 TTYH2 DNAI2 KIF19 BTBD17 RNA5SP448 LGALS3BP CANT1 C1QTNF1 ENGASE RBFOX3 MIR4739 LINC02078 ENPP7 CBX2 MFSD11 LINC02080 LINC00868 MGAT5B ENSG00000267568 NARF B3GNTL1 POLR3KP2 SSTR2 COG1 C17orf80 CPSF4L CDC42EP4 FAM104A RNU6-638P RPL9P29 TIMP2 CEP295NL AFMID C17orf99 RNF213 SLC39A11 USP36 MYO15B FBF1 CDK3 GPS1 GPR142 CSNK1D CYTH1 C1QTNF1-AS1 MIR6787 CENPX LRRC45 RAC3 DCXR DCXR-DT CCDC57 RNF213-AS1 ENDOV MIR4730 NPTX1 RPL32P31 RPL31P7 CCDC40 MIR1268B GAA EIF4A3 CARD14 TSPAN10 LINC01987 TNRC6C SOCS3 RN7SL236P PGS1 TMEM235 TMC8 BAHCC1 TMC6 CYBC1 RPTOR UNC13D ENSG00000267665 SEPTIN9-DT LINC01978 LINC00482 SOCS3-DT NARF-AS2 SNHG16 CD300H chr18p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18p11 COLEC12 TWSG1-DT LINC01892 ARHGAP28-AS1 LINC01928 SLC25A3P3 LINC00526 PPIAP14 CHMP1B IMPA2 DLGAP1 COP1P1 ASNSP6 RAB31 LINC00470 ZNF415P1 COX6CP3 CHMP1B-AS1 LINC01254 YES1 LINC01255 PPP4R1-AS1 BOD1P2 DLGAP1-AS5 BNIP3P3 NDUFV2 MPPE1 AKAIN1 RALBP1 ENSG00000265069 ANKRD20A5P ENSG00000266149 ANKRD12 CYP4F35P RHOT1P1 GAPDHP66 TERF1P2 LINC01387 L3MBTL4-AS1 NF1P5 NPIPB1P FEM1AP2 ELOCP27 PTPN2 DLGAP1-AS3 AIDAP3 ZBTB14 LINC02974 SCML2P1 LINC02856 KRT18P8 LINC00668 ENSG00000286126 TWSG1 SLC25A51P2 RN7SKP72 RNU6-349P RN7SL282P RN7SL50P MIR4317 RN7SL39P MIR6718 RNU6-831P RNU6-916P RNU2-27P RNU6-903P MIR7153 RNU6-721P RNU6-316P LINC01895 RPL31P59 IGLJCOR18 RPL21P127 BOD1P1 TGIF1 PTPRM L3MBTL4 ARHGAP28 APCDD1 NAPG LINC01887 MIX23P1 PMM2P1 ENSG00000260779 KIAA0895LP1 MIR6788 ADGRA3P1 ANKRD62 RNU6-324P SDHDP1 PMM2P2 MIX23P3 PPIAP56 CIDEA RNU6-170P TUBB6 C18orf15 LDLRAD4-AS1 MIR5190 MIR4526 FAM210A RN7SL362P RNMT EMILIN2 CHORDC1P4 SNRPCP4 SNORA70 RNU7-25P MYL12A MYL12-AS1 MYL12B PPP4R1 GNAL EPB41L3 LINC02979 RNU7-129P PRELID3A THEMIS3P AKR1B1P6 RAB12 SLC35G4 LINC02564 IL9RP4 MIR8078 USP14 ROCK1P1 BOLA2P1 ADCYAP1 LINC01904 METTL4 NDC80 KATNBL1P3 RNU6-340P CBX3P2 SMCHD1 THOC1 MYOM1 LAMA1 LINC01925 CETN1 RN7SKP146 TYMS ENOSF1 RNU1-109P LRRC30 TUBB8B AFG3L2 LONRF2P1 CXADRP3 GRAMD4P7 POTEC RNU6-1021P OR4K7P OR4K8P SNX19P3 VN1R74P GTF2IP8 RNU6-1210P MIR3156-2 LINC01906 FGF7P1 LINC01443 LINC01444 ANKRD30B RN7SL862P RNA5SP449 PIGPP4 TXNDC2 VAPA RNA5SP450 PIEZO2 MC5R SPIRE1 NDUFV2-AS1 TOMM20P3 GACAT2 MTCL1 RPS4XP19 ENSG00000264449 RNU5F-3P MIR3976 TMEM200C LPIN2 CEP76 LINC01882 PSMG2 STK25P1 EIF4A2P1 SEH1L CEP192-DT CEP192 LDLRAD4 MC2R ENSG00000243779 ZNF519 FRG2LP CLUL1 RPL6P27 GAPLINC MIR3976HG THOC1-DT LINC00667 ENSG00000266401 DLGAP1-AS2 TYMSOS DLGAP1-AS4 DLGAP1-AS1 chr18q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q11 UBE2CP2 RPS4XP18 ENSG00000266850 PPIAP57 LINC01543 AQP4-AS1 LINC02958 SS18 TTC39C-AS1 SINHCAFP1 RPS24P18 CIAPIN1P CTAGE1 HRH4 RBBP8 TTC39C ATP7BP1 ROCK1 ATP6V1E1P2 RIOK3 NPC1 RMC1 DHFRP1 LINC01908 RBM22P1 WBP2P1 UBA52P9 RAC1P1 KCTD1 RPL23AP77 NPM1P2 ZNF521 PA2G4P3 IMPACT CHST9 LINC01900 ENSG00000263611 EIF4A3P1 TMEM241 ANKRD29 LINC01894 RPS10P27 RNU6ATAC20P RNU6-1032P RN7SL745P MIR4741 RNU6-702P RN7SL97P RNU6-1289P MIR8057 RNU5A-6P RNA5SP452 RNU6-435P MIR320C2 TAF4B PCAT18 ENSG00000263382 AQP4 GATA6 RNU6-120P EXOGP1 GREB1L-DT ESCO1 SNRPD1 ABHD3 MIR320C1 PSMA8 CABYR LAMA3 CABLES1 OSBPL1A RN7SL233P MIR133A1 MIR1-2 RNU6-1038P RNA5SP451 MIB1 GREB1L LINC01915 MIR133A1HG GATA6-AS1 chr18q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q12 ENSG00000267039 MAPRE2 KLHL14 LINC01478 ENSG00000266988 PGDP1 ENSG00000287803 CELF4 SLC14A2 WBP11P1 NPM1P1 RPRD1A RIT2 RPL7AP67 SYT4 SLC14A2-AS1 ARIH2P1 GAREM1 RPL7AP66 SLC25A52 ZNF24 TPGS2 ZNF396 HNRNPA1P7 KC6 C18orf21 SLC39A6 NRBF2P1 LINC01901 KRT8P5 ENSG00000267202 ZNF397 ELP2 RNF125 MOCOS LINC00907 ZNF24TR LINC01477 RPL12P40 RPL17P45 ZSCAN30 KIAA1328 MIR302F RNU6-408P RNU6-1050P MIR3975 MIR3929 MIR4318 MIR924 MIR5583-2 MIR5583-1 RNU6-1242P RN7SKP182 RNA5SP454 RNA5SP455 MIR187 RNU6-706P DSG4 DSG3 DSG2-AS1 RN7SKP44 TTR CDH2 INO80C MLECP1 SETBP1-DT MIR4319 RNU6-857P DSC3 DSC1 DSG1 RNU6-167P TRAPPC8 RNF138 RNA5SP453 MEP1B CLUHP6 ASXL3-DT NOL4 DTNA DSC2 DSG1-AS1 DSG2 B4GALT6 GALNT1 PIK3C3 FHOD3 SETBP1 CCDC178 SLC14A1 SIGLEC15 ASXL3 LINC01902 MIR924HG LRRC37A7P COSMOC ZNF271P DSCAS chr18q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q21 TPMTP1 RPS8P3 C18orf25 ZBTB7C-AS1 SKA1 RPL17P46 RSL24D1P9 MTCO2P2 MAP1LC3P SNRPGP2 POLR3GP2 LINC01416 DCC MAPK4 VN1R76P RNF165 RPSAP57 CUPIN1P MRO ZBTB7C-AS2 ENSG00000267327 ST8SIA3 RNF152 CCDC68 RPLP0P11 SMAD2 RAB27B TXNL1 MRPS5P4 CTIF RPL29P32 ENSG00000264564 LINC01919 ME2 HMGN1P31 MIR4527HG RPIAP1 ZBTB7C LINC01917 BOD1L2 HNRNPA3P16 WDR7-OT1 SEC11C MC4R LINC-ROR CTBP2P3 SS18L2P2 CDH20 RPL30P14 SINHCAFP2 RPS3AP49 PHLPP1 LINC02565 LINC01905 LINC01539 PIGN GAD3P ENTR1P1 ENSG00000206129 NFE2L3P1 MIR4743 MIR4527 RNU6-708P RNA5SP458 MIR4528 RNU6-737P RNU6-116P RN7SL342P RNA5SP456 RNU4-17P RNU6-567P RNU6-142P RN7SL705P PIAS2 HDHD2 IER3IP1 RNU6-1131P SKOR2 PMAIP1 DYM-AS1 MIR4744 PRR13P4 RPL17-C18orf32 MIR1539 SNORD58C SNORD58A SNORD58B SRP72P1 LINC02837 LIPG DYM SRSF10P1 RNU1-46P MEX3C LINC01929 RNA5SP459 TCF4 TCF4-AS1 MIR4529 TCF4-AS2 RPL21P126 LINC01415 ENSG00000267743 ONECUT2 NARS1 ATP8B1 RNU6-742P RSL24D1P11 LINC01897 HMGN1P30 MIR122 MIR3591 ALPK2 SNORA108 RPL9P31 MALT1-AS1 MRPL37P1 RNU6-219P LINC01926 RNU2-69P OACYLP ST8SIA5 RELCH ZNF532 C18orf32 KDSR VPS4B SERPINB5 ATP5MC1P6 BCL2 LOXHD1 SERPINB13 SERPINB4 SERPINB11 SERPINB3 ENSG00000267428 ENSG00000288484 DYNAP SERPINB12 FECH ELOA2 RPL17 SMAD7 ELAC1 SMAD4 WDR7 NEDD4L KATNAL2 MBD2 SNORA37 POLI C18orf54 STARD6 GRP RAX CPLX4 LMAN1 RPS26P54 GLUD1P4 RPLP0P12 CCBE1 PSTPIP2 RN7SKP26 RNY4P37 ATP5F1A HAUS1 RNU6-1278P EPG5 MALT1 ELOA3DP ELOA3CP ELOA3BP ELOA3P SERPINB7 SERPINB2 SMUG1P1 ACAA2 SCARNA17 RNA5SP457 ADAD1P2 MIR4320 RN7SL310P CFAP53 MBD1 CXXC1 MYO5B TNFRSF11A RPL17P44 ACTBP9 ZCCHC2 LINC01630 SNHG22 ATP8B1-AS1 LINC01544 MIR122HG KDSR-DT ST8SIA5-DT chr18q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q22 LINC01924 DSEL-AS1 FBXO15 CDH7 LINC01903 TMX3 RPL31P9 FAM32DP LINC01912 ENSG00000264845 MTL3P LINC01909 CDH19 RPS2P6 AKR1B10P2 SDHCP1 CBLN2 ZNF407-AS1 LINC02582 HNRNPA1P11 PRPF19P1 CD226 LINC01899 LINC02864 NETO1 CNDP2 LINC01910 LARP7P3 CNDP1 LINC01916 LINC01922 DOK6 ZADH2 LINC01538 LINC01541 MIR5011 RNU6-1037P RN7SL795P RNA5SP460 MIR548AV RN7SL401P RNU6-39P TSHZ1 SOCS6 CCDC102B RTTN DIPK1C TIMM21 RN7SL551P C18orf63 FAUP1 CYB5A DSEL ZNF407 HMSD SERPINB8 RPL12P39 LINC00305 SERPINB10 LIVAR GTSCR1 NETO1-DT chr18q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr18q23 BDP1P LINC00683 CCND3P2 SMIM21 LINC01879 GALR1 ZNF516-DT LINC01927 ENSG00000287281 LINC01893 LINC01898 MBP ZNF516 LINC01029 RPL26P35 ARL2BPP1 ENSG00000263547 ZNF236-DT RNU6-655P RNA5SP461 RNU6-346P NFATC1 ZNF236 CTDP1-DT SLC66A2 HSBP1L1 TXNL4A RBFA RBFADN SLC25A6P4 ADNP2 PARD6G KCNG2 ATP9B SALL3 CTDP1 ZNF516-AS1 PARD6G-AS1 LINC01896 chr19p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19p12 BNIP3P18 ZNF85 ZNF66 VN1R80P MTDHP2 BNIP3P19 ZNF486 ZNF682 BNIP3P24 ZNF714 VN1R79P VN1R82P ZNF93 BNIP3P27 VN1R78P BNIP3P15 BNIP3P17 BNIP3P13 ZNF257 ZNF729 ZNF492 VN1R84P BNIP3P28 BNIP3P25 ZNF209P BNIP3P32 BNIP3P23 ZNF90 ZNF430 KRT18P40 ZNF676 ZNF91 BNIP3P36 CCNYL6 VN1R90P RAD54L2P1 LINC01858 ZNF675 BNIP3P35 BNIP3P16 BNIP3P8 RPL34P33 LINC01859 PCGF7P CDC42EP3P1 BNIP3P31 RPL7AP10 MTDHP4 ZNF431 BNIP3P30 BNIP3P33 BNIP3P20 LINC01233 VN1R91P BNIP3P29 ZNF98 ZNF708 BNIP3P22 MTDHP5 BNIP3P40 VN1R85P ZNF92P2 BNIP3P38 ZNF730 ZNF849P IPO5P1 RPL34P34 GOLGA2P9 MTDHP3 ZNF725P ZNF728 VN1R83P BNIP3P37 RPL36AP51 ZNF724 BRI3BPP1 VN1R92P ZNF723 ZNF737 SNX6P1 BNIP3P34 ENSG00000260599 VN1R88P VN1R81P VN1R87P MIR1270 RNA5SP469 RNU6-1179P RN7SL860P RNA5-8SP4 ZNF43 ZNF254 ZNF493 LINC00664 BNIP3P26 ZNF738 RPS27P29 VN1R93P ZNF681 BNIP3P39 ENSG00000269289 ZNF429 ZNF208 ZNF100 ZNF726 ZNF626 ZNF99 RPSAP58 LINC01224 LINC01785 ZNF826P chr19p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19p13 PLPP2 WASH5P MISP FAM138F LINC01002 OR4F8P OR4G3P WBP1LP11 OR4G1P CICP19 ABCA7 ARID3A SBNO2 C2CD4C ONECUT3 GRIN3B CNN2 TLE6 PALM SEPTIN14P19 POLR2E S1PR4 NCLN APBA3 TJP3 ELOCP28 SMIM24 JSRP1 ZNRF4 NFIC RANBP3 TINCR GNA15-DT GNG7 SNRPEP4 YJU2 GNA15 SAFB SAFB2 CAPS INSR KDM4B CELF5 VAV1 ADGRE4P FTLP5 ZFR2 ADGRE1 ZNF77 GNA11 BTBD2 THEG BOLA3P2 MATK MYO1F TMEM259 TLE2 MRPL54 DOHH ZNF558 ADAMTS10 MYDGF MUC16 RPS2P52 OR1M4P PDE4A CDC37 ZNF823 ZNF440 ZNF441 ZNF833P HNRNPA1P10 ITGB1P1 DDX39A CYP4F10P OR7A1P ADGRE5 ZNF887P RPL23AP2 ZNF491 SYDE1 CCDC105 ADGRE2 GIPC1 OR7C2 CYP4F2 ADGRE3 CYP4F24P CYP4F12 PTGER1 ILVBL-AS1 OR7A11P RAB8A TPM4 ILVBL CYP4F8 SNX33P1 OR7A3P PGLYRP2 ZNF627 ZNF333 KLF2-DT LINC01855 CIB3 OCEL1 ABHD8 CYP4F9P EPS15L1 LINC00905 LINC01841 PLVAP OR7A15P CASP14 ANKLE1 OR1AB1P OR10B1P RFXANK OR10H4 GTPBP3 ANO8 FAM32A BABAM1 TSSK6 NDUFA13 NCAN SUGP1 BORCS8-MEF2B RASAL3 C19orf44 CYP4F22 YJEFN3 HOMER3-AS1 USHBP1 PHF5CP CHERP BNIP3P10 CILP2 PBX4 CRTC1 BNIP3P9 KLHL26 SLC35E1 TMEM161A ARMC6 COMP CYP4F3 DDA1 TM6SF2 SUGP2 MEF2B LINC00661 ZNF506 HAPLN4 SLC27A1 CYP4F23P BORCS8 SLC25A42 RNU6-2 MIR1302-11 RNU6-1076P RN7SL121P MIR7850 RNU6-993P MIR1181 RNU6-782P MIR1470 RN7SL146P RN7SL70P MIR640 RNU6-1028P CRB3 DENND1C TUBB4A TNFSF9 CLIC4P2 CD70 RPL7P50 MIR6791 TRIP10 SH2D3A TNFSF14 MIR4745 MIR3187 ENSG00000287960 ZNF426 ZNF561 ZNF562 RPS4XP22 UBE2L4 FBXL12 SNORA70 RPL10P15 PIN1-DT TMEM167AP2 OR7A8P UCA1 CYP4F36P ZNF861P LINC01764 RN7SL192P LDLR MIR6886 OR7A2P CLEC17A RAX2 PKN1 MED26 PIN1 KLF2 WDR18 CALR3 NR2C2AP CARM1 MIR5695 FARSA FARSA-AS1 MIR6515 RAD23A GADD45GIP1 GAMT DAZAP1 C19orf25 RN7SL477P MBD3 APC2 OR7D1P OR7E18P OR7E19P OR7H1P ZNF699 ZNF177 ZNF560 COL5A3 RDH8 MIR5589 SHFL PPAN-P2RY11 PPAN SNORD105 SNORD105B P2RY11 EIF3G S1PR2 MIR4322 MRPL4 ICAM1 ICAM4-AS1 ICAM4 ICAM5 ZGLP1 RAVER1 ICAM3 RNA5SP468 RPS18P13 IL12RB1 MAST3-AS1 PIK3R2 IFI30 MPV17L2 RAB3A ENSG00000268650 ENSG00000284797 JUND RPL39P38 LSM4 PGPEP1 LRRC25 SSBP4 ISYNA1 STAP2 YIPF2 UBL5 AP1M1 RPS15 LYL1 CERS4 CD320 NDUFA7 RPS28 ANGPTL4 MIR4999 RAB11B HNRNPM PRAM1 ZNF414 TMEM205 CCDC159 SWSAP1 EPOR RGL3 ODAD3 ELAVL3 ZNF653 CNN1 GAPDHP76 MPND EIF1P6 SH3GL1 CHAF1A UBXN6 MIR4746 HDGFL2 PLIN5 LRG1 TNFAIP8L1 REXO1 MIR1909 KLF16 ABHD17A SCAMP4 ADAT3 CSNK1G2 CSNK1G2-AS1 ACTL9 RPL23AP78 LSM7 TIMM13 LMNB2 MIR7108 LINC01775 GADD45B SNRPGP15 TECR MIR639 NDUFB7 RN7SL337P RN7SL842P DNAJB1 CAMSAP3 MIR6792 XAB2 PCP2 RPS27AP19 RETN TRAPPC5 FCER2 RPL21P129 CLEC4GP1 EXOSC3P2 PRR36 LYPLA2P2 LRRC8E MAP2K7 SNAPC2 CTXN1 TIMM44 SPPL2B CD209 PEX11G TEX45 ZNF358 MCOLN1 PNPLA6 CLEC4M PTBP1 ZNF564 LINC02926 PGK1P2 ZNF490 ZNF791 RPL10P16 MAN2B1 WDR83 WDR83OS GNG14 FBXW9 SNORD41 TRIR GET3 BEST2 MIR5684 JUNB PRDX2 RNASEH2A MIR6794 RPS6P25 HOOK2 NOTCH3 MIR6795 EPHX3 PGLS TIMM29 TLE5 RN7SL619P MIR23AHG MIR24-2 MIR27A MIR23A MIR181C MIR181D RFX1 RLN3 IL27RA PALM3 EEF1DP1 MIR1199 C19orf67 SAMD1 ASF1B RN7SL231P UPF1 GDF1 COPE DDX49 HOMER3 PRKCSH MADCAM1-AS1 TPGS1 CDC34 GZMM DIRAS1 SLC39A3 SGTA THOP1 ZNF554 ZNF555 ZNF556 KEAP1 ATG4D RNU7-140P MIR1238 KRI1 CDKN2D AP1M2 SLC44A2 QTRT1 MIR638 MIR4748 MIR199A1 MIR6793 TMED1 C19orf38 HIKESHIP2 SEMA6B ZNF121 KANK2 PRSS57 NIBAN3 MBD3L2B HSH2D OR7A5 MRPL34 WIZ RPS15P9 PLK5 PWWP3A REEP6 BRD4 STX10 IER2 RPL12P42 CACNA1A CALR BST2 BISPR MVB12A TMEM221 NXNL1 FUT6 ENSG00000267709 FUT5 RNA5SP462 MADCAM1 BSG TBXA2R CACTIN-AS1 CACTIN PIP5K1C AKAP8 RFX2 MLLT1 ACER1 CLPP ALKBH7 GTF2F1 MIR6885 MIR6790 MIR3940 SLC25A41 SLC25A23 FBN3 AKAP8L YJU2B MRI1 C19orf53 CC2D1A CCL25 ACSBG2 TRMT1 ARHGEF18-AS1 ARHGEF18 MARCHF2 MKNK2 RTBDN ZNF559 OR10H2 TGFBR3L DAND5 OR10H5 OR10H3 OR7E24 OR1I1 ARHGAP45 OR10H1 OR7A10 NR2F6 ODF3L2 ZNF563 ZNF442 RPS29P23 ZNF799 ZNF443 ZNF709 MTND2P40 MTCO1P27 MTCO2P27 MTATP6P27 PPIAP20 GCDH SYCE2 ARRDC2 FZR1 MFSD12 HMG20B GIPC3 CCDC124 C19orf71 FKBP8 KXD1 UBA52 CRLF1 REX1BD TMEM59L RN7SL155P ZNF69 ZNF700 ZNF763 ZNF433-AS1 RNA5SP464 RNA5SP465 RNA5SP466 ZNF788P ZNF20 RSL24D1P8 RNA5SP467 ZNF625-ZNF20 ZNF625 DNM2 OR1M1 OR7G1 OR7G15P OR7G3 ZNF317 OR7D2 ELOCP29 OR7E16P OR7E25P OR7D4 OR7A17 OR7A18P NWD1 SIN3B F2RL3 CPAMD8 RN7SL835P RN7SL823P HAUS8 CBARP-DT ATP5F1D OLFM2 PODNL1 SHC2 THSD8 MEX3D CERS1 CYP4F11 MIER2 ZNF266 SMARCA4 SLC1A6 MYO9B ZNF439 ZNF559-ZNF177 TNPO2 GATAD2A RPL36 MICOS13 HSD11B1L LONP1 CATSPERD PRR22 DUS3L NRTN NDUFA11 VMAC ATCAY RN7SL202P DAPK3 MIR637 EEF2 SNORD37 PIAS4 ZBTB7A MAP2K2 CREB3L3 SIRT6 HMGB2P1 MIDN CIRBP CIRBP-AS1 FAM174C KLF1 NFIX ZNF136 DHPS DOT1L PLEKHJ1 MIR1227 MIR6789 SF3A2 AMH MIR4321 ZNF844 MAU2 ZNF878 MBD3L5 MBD3L4 MBD3L2 ZNF557 USE1 STK11 S1PR5 ZNF57 ZNF253 KANK3 GPX4 IQCN NDUFS7 MBD3L3 OR2Z1 OR7G2 OR4F17 MISP3 MBD3L1 ADGRL1 DCAF15 NMRK2 CLEC4G NANOS3 BRME1 ATP8B3 SMIM7 TMEM38A HCN2 POLRMT FGF22 RNF126 FSTL3 ANGPTL8 TSPAN16 RAB3D EBI3 ZSWIM4 ANKRD24 COLGALT1 ENSG00000267550 RPL32P34 PTPRS PSPN KHSRP PLPPR2 PLIN4 ECSIT MCEMP1 EVI5L ELAVL1 UNC13A MAP1S B3GNT3 INSL3 MIR3188 RN7SL513P GDF15 MIR3189 ELL KCNN1 ZNF433 NFILZ GPR108 CBARP SPC24 ENSG00000287275 RAB11B-AS1 PGLS-DT C3 ACP5 MED16 RNU6-9 AZU1 PRTN3 SHD TMIGD2 FSD1 TMPRSS9 PLPPR3 R3HDM4 KISS1R ELANE GMIP ATP13A1 ZNF101 ZNF14 LPAR2 ZNF846 CFD JAK3 RPL18A SNORA68 SLC5A5 ZNF44 MAST3 FEM1A TICAM1 PLIN3 ARRDC5 UHRF1 UQCR11 TCF3 MIR4747 RNU6-1223P FUT3 OAZ1 PEAK3 LINGO3 PET100 STXBP2 DNASE2 MIR7974 RN7SL833P ELOF1 FCHO1 PRKACA ILF3 TYK2 FDX2 MAST1 MOB3A IZUMO4 OR7C1 PCSK4 PDE4C CCDC194 SMIM44 LINC01836 NACC1 AP3D1 ANGPTL6 DPP9-AS1 MIR7-3 LINC01842 CLEC4OP ZNF812P LINC00663 ILF3-DT ZNF56P BSG-AS1 ADGRL1-AS1 RANBP3-DT MIR7-3HG ZNF561-AS1 ZNF426-DT C3P1 DNMT1 DOCK6 ENSG00000267082 DPP9 EFNA2 ADAMTSL5 chr19q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19q12 ENSG00000283403 UQCRFS1-DT LINC01532 TSHZ3 PPIAP58 LINC01834 ZNF536 TAF9P3 TSHZ3-AS1 URI1 CCNE1 RPL9P32 UQCRFS1 ENSG00000266976 MAN1A2P1 POP4 LINC01791 RNA5SP470 RN7SL340P RNU6-967P RNA5SP471 PLEKHF1 LINC02959 LINC02841 THEG5 VSTM2B C19orf12 VSTM2B-DT LINC00906 chr19q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr19q13 DPY19L3-DT RPS4XP20 PDCD2L LINC01533 CHST8 DMKN ZNF790 ENSG00000268153 EEF1A1P7 RPS29P30 WTIP LGALS16 RINL GPATCH1 ZNF565 RPS29P27 TMEM143 RPS4XP23 VN1R107P SLC27A5 LGALS14 CEACAM22P CLC IGSF23 ZNF850 ZBTB45 ZNF155 NFKBIB RPS26P55 ZNF283 PVR ZNF404 ZNF230-DT ENSG00000267058 RAB4B-EGLN2 ERVK9-11 ZNF230 RPL29P33 ZNF222-DT ZNF45 ZNF428 ZNF222 RHPN2 EGLN2 CADM4 LINC01531 SIPA1L3 CYP2T1P ZNF507 PLAUR CYP2F2P LINC01801 RPS29P26 DPY19L3 NLRP4 A1BG IRGC CEACAM16 SMG9 CYP2A6 MZF1 ECH1 BCL3 BLOC1S3 ZNF497 CYP2G1P RPL31P61 ZNF749 LINC02560 COX7A1 ZNF837 ZNF614 ZNF584 CENPBD2P ZNF432 ZNF584-DT CYP2B6 C5AR2 GPI CKM RPS5 ZNF132-DT CBLC CYP2A7P1 CYP2G2P UBA2 CYP2A13 BSPH1 ZNF420 ZNF324B ZNF616 ZNF471 PSG10P ZFP28-DT RPL37P23 CYP2F1 LYPD5 CABP5 ZFP28 KRTDAP CYP2T3P CEACAMP9 RPL7AP69 RPL36P16 ZNF470 ZNF586 SIGLEC31P GAPDHS ZNF235 BCAM PSG5 ZNF274 PPP2R1A ZIM3 CEACAMP5 PSG4 FBXO17 CATSPERG NDUFA3P1 RPS10P28 CEACAMP10 ZIM2-AS1 KLK2 DUXA ZNF766 ZNF264 PSG9 PSG3 MIA-RAB4B ZNF480 CEACAMP11 FBXO27 CEACAMP4 PSG8 CEP89 SMIM17 PPFIA3 CEACAMP6 ZNF835 ZNF805 ZNF610 HRC CD177 RAB4B CD177P1 PPP6R1 SCGB2B3P ZNF460-AS1 ZNF880 TMEM147 SBSN ATP4A STRN4 ZNF460 PSG7 HSPBP1 CEACAMP7 TRPM4 SLC6A21P ZNF8-ERVK3-1 FOSB ZNF543 SUMO1P4 ZNF229 ZNF528 ZNF285BP DPPA5P1 PSG11 SLC6A16 CEACAMP8 FKRP PSG2 BRSK1 EPS8L1 TRAPPC2B ZNF578 C5AR1 SLC1A5 PPP1R12C LINC01837 RASGRP4 CD37 HNRNPMP2 ZSCAN22 ZNF548 CD22 TNNI3 GYS1 DKKL1 DNAAF3-AS1 ENSG00000268686 SYT5 PPP1R37 ZNF599 PTPRH LINC01782 EML2-AS1 CHCHD2P3 ZNF181 FFAR3 RPS4XP21 ZNF807P TMEM86B RNA5SP472 RN7SL154P RN7SL491P RN7SL368P SNORA70 MIR6088 MIR4531 MIR8085 MIR4324 MIR643 MIR6801 MIR7975 MIR6804 MIR6802 MIR4754 MIR6803 RNU6-1337P RN7SL693P MIR6806 RNA5SP473 ACP7 NCCRP1 IFNL3P1 MSRB1P1 IFNL4P1 IFNL1 GMFG RN7SL566P PAF1 MED29 ZFP36 MIR4530 PLEKHG2 RPS16 SUPT5H TIMM50 DLL3 EID2B TDGF1P7 EID2 RPS29P24 RPS29P25 PNMA8A PNMA8B GAPDHP38 CALM3 PTGIR DACT3 RN7SL364P MIR320E LRFN1 SYMPK FOXA3 IRF2BP1 MYPOP NANOS2 CCDC61 MIR769 PGLYRP1 IGFL3 TGIF1P1 DM1-AS DMWD RSPH6A BICRA-AS1 EHD2 NOP53 SNORD23 NOP53-AS1 RPL23AP80 ZNF552 ZNF587B FKBP1AP1 ZNF587 ZNF417 ZNF256 C19orf18 MIR4750 IL4I1 MIR4751 SIGLEC11 VRK3 ZNF473 ENSG00000204666 SIGLEC16 ASPDH LRRC4B SYT3 C19orf81 GPR32P1 GPR32 ACP4 SNORD88B SNORD88A SNORD88C LINC01869 KLK1 ZFP14 ZFP82 ZNF566-AS1 CTBP2P7 ZNF260 ZNF529 MIR6796 HIPK4 SERTAD1 SERTAD3 SERTAD3-AS1 PSG6 SYCN TEAD2 DNAAF3 JOSD2 MEIOSIN ERCC1 AP2S1 XRCC1 SARS2 IFNL2 ZNF547 PRX IZUMO1 FGF21 RNU6-317P BCAT2 HSD17B14 PLEKHA4 PPP1R15A TULP2 NUCB1 NUCB1-AS1 DHDH FTL ZNF585A ZNF585B LINC02965 LINC00904 LINC01838 ZNF792 GRAMD1A-AS1 MIR6887 LGI4 FXYD7 FXYD5 TMEM150B KMT5C COX6B2 GARIN5B IL11 TMEM190 TMEM238 RPL28 MIR6805 UBE2S ISOC2 ZNF628-DT ZNF628 NAT14 SSC5D SBK2 SBK3 ZNF579 FIZ1 ZNF524 ZNF784 ZNF580 ZNF581 CCDC106 EPN1 NLRP9 RN7SKP109 RFPL4AL1 RFPL4AP1 PRR13P5 PSMC4 ZNF546 ZNF780B VN1R96P ZSCAN5DP EDDM13 ZSCAN5A-AS1 VN2R17P ZNF542P SLC25A36P1 ZNF582-DT ZNF583 ZNF808 RPL39P34 ZNF137P ZNF611 ZNF28 PABPN1P2 ZNF773 ZNF549 ZNF416 ZIK1 ZNF134 ZNF211 TPRG1LP1 ZNF527 ZNF569 ZNF571-AS1 ZNF540 ZNF571 SELENOKP1 ZNF607 WDR87BP WDR87 RN7SL718P CYP2S1 AXL RN7SL34P ENSG00000286177 CCDC97 TMEM91 B9D2 BCKDHA ERICH4 SIGLEC8 SIGLEC12 SIGLEC27P SIGLEC6 SIGLEC29P ZNF175 RPL9P33 RPL7P51 SPACA6-AS1 MIR99B MIRLET7E MIR125A HAS1 FPR2 FPR3 NOVA2 MIR6799 FUZ MIR6800 PTOV1-AS1 PTOV1 MIR4749 PTOV1-AS2 PNKP MED25 AKT1S1 ZNF221 DMAC2 FXYD1 AP2A1 ZNF285 TRAPPC6A ZNF30 GARRE1 ZNF304 ZNF418 ZNF71 ZNF570 IGFLR1 U2AF1L4 PSENEN LIN37 HSPB6 SYNGR4 KDELR1 GRWD1 KCNJ14 SULT2B1 SPACA4 RPL18 SPHK2 DBP CA11 SEC1P FUT2 MAMSTR KASH5 PTH2 SLC17A7 PIH1D1 ALDH16A1 FLT3LG SNORD32A SNORD33 SNORD34 SNORD35A RPS11 SNORD35B MIR150 COX6CP7 FCGRT RCN3 NOSIP PRRG2 RRAS SCAF1 IRF3 MIR5088 CPT1C TSKS RNU6-841P ZNF526 ERF TMEM145 ERVV-2 RUVBL2 MIR6798 LHB NTF6A NTF6G NTF6B CGB5 RN7SL708P SNRNP70 LIN7B C19orf73 VN1R6P ZNF845 ZNF525 ZNF765 RPL39P36 TPM3P9 ZNF813 TPM3P6 ENSG00000268864 OSTCP3 RN7SL317P RNU6-698P MIR512-1 MIR512-2 MIR1323 MIR498 MIR520E MIR515-1 MIR519E MIR520F MIR515-2 MIR519C MIR1283-1 MIR520A MIR526B MIR519B MIR525 MIR523 MIR518F MIR520B MIR518B MIR526A1 MIR520C MIR518C MIR524 MIR517A MIR519D MIR521-2 RNU6-803P MIR520D MIR517B MIR520G MIR516B2 MIR526A2 MIR518E MIR518A1 RNU6-980P MIR518D MIR516B1 MIR518A2 MIR517C MIR520H RNU6-982P MIR521-1 RNU6-751P MIR522 MIR519A1 MIR527 MIR516A1 MIR1283-2 RNU6-1041P MIR516A2 MIR519A2 LINC01864 ZNF787 ZNF444 GALP MEGF8 MIR8077 CNFN LIPE CXCL17 RNU4-60P CEACAM1 CEACAMP2 CEACAM8 CEACAMP1 RPL13A SHKBP1 LTBP4 NUMBL RNU6-195P COQ8B KIRREL2 APLP1 RN7SL402P NFKBID HCST TYROBP TGFB1 ZNF331 GSK3A ZNF574 MIR4323 DEDD2 RN7SL836P GIPR MIR642A MIR642B QPCTL FBXO46 ZNF829 PSG1 ZNF865 SPACA6 ZNF17 FFAR2 EXOC3L2 PRMT1 PAFAH1B3 NPHS1 ZNF146 ZNF112 PRKD2 MRPS12 CGB2 NTN5 MAP4K1 MAP4K1-AS1 EIF3K CAPN12 LGALS7B RNU6-140P LGALS4 EML2 RASIP1 GRIN2D FAM83E GRAMD1A RN7SL663P SPINT2 PPP1R14A YIF1B C19orf33 FUT1 CLIP3 THAP8 POLR2I TBCB CAPNS1 ZNF468 WDR62 NDUFA3 PRPF31 PRPF31-AS1 LENG1 TMC4 MBOAT7 TSEN34 RPS9 LILRA6 LILRB5 RNU6-1307P LILRB2 MIR4752 CYP2A7 ZNF573 LSM14A HPN PRR19 ENSG00000261341 SNRPD2 GFY HNRNPL TFPT NECTIN2 TOMM40 APOE APOC1 APOC4 APOC4-APOC2 APOC2 CLPTM1 RNU6-165P HMGN1P32 SEPTIN7P8 MIR371A MIR371B MIR372 MIR373 MYADM-AS1 MYADM PRKCG CACNG7 CACNG8 MIR935 CACNG6 VSTM1 VN2R19P RPS16P9 KLC3 PPP1R13L POLR1G ERCC2 ZNF649-AS1 ZNF649 ZNF613 ZNF350 CIC DMPK SCN1B SHISA7 ZNF180 PNMA8C FXYD3 C19orf85 CGB8 LGALS7 ZNF415 KCNA7 CCER2 VN1R1 LMTK3 CGB3 RNF225 SCGB2B2 CGB7 ZSCAN5A KCTD15 ZFP30 ZNF841 ZNF534 ZNF761 ZNF383 ZNF551 ZNF154 ZNF671 ZNF776 ZNF780A ZNF888-AS1 ZNF816-ZNF321P ZNF321P ZNF816 ZNF347 ZNF665 NDUFV2P1 ZNF677 VN1R2 BIRC8 ZNF160 ZNF223 ZNF284 RNU6-902P ZNF224 ZNF225 ZNF234 ZNF226 ZNF227 ZNF233 KLK9 KLK10 KLK11 KLK12 KLK13 KLK14 CTU1 SIGLEC18P SIGLEC9 SIGLEC7 SIGLEC20P SIGLEC21P SIGLEC22P CD33 LINC01872 SIGLEC24P IGLON5 VSIG10L VSIG10L-AS1 ETFB CLDND2 NKG7 LIM2 C19orf84 NIFKP6 SIGLEC10 SIGLEC10-AS1 SIGLECL1 RPS15AP36 TARM1 LILRB3 LILRA5 VN1R104P LILRA4 LAIR1 TTYH1 LENG8 LENG9 CDC42EP5 ZNF8 ZNF544 KCNC3 NR1H2 NAPSA SPIB MYBPC2 GARIN5A EMC10 ZSCAN1 LETM1P2 HNRNPDLP4 ZNF135 RN7SL526P ZSCAN18 ZNF329 B3GNT8 TYMSP2 ZBTB32 OR5AH1P PEG3 MIMT1 ZIM2 ZNF567 KMT2B ARHGAP33 IRGQ ZNF576 SRRM5 POLD1 ATF5 MIR6719 LEUTX DYRK1B FBL GNG8 ZNF345 ZNF446 KLK3 SELENOW CYTH2 ZNF793 HNRNPUL1 ZNF701 ZNF667 LGALS13 ZNF132 AURKC ELSPBP1 PRR12 ZNF615 ZNF772 CEACAM20 SIX5 ZNF382 MARK4 TNNT1 MYH14 ZNF324 ZNF836 ZNF302 ZNF814 CLEC11A SPTBN4 SIRT2 ZNF419 KCNN4 ZNF568 ZNF461 IFNL4 BAX IGFL4 IGFL2-AS1 IGFL1P1 ENSG00000268460 RPL12P41 IGFL1 RYR1 ADM5 FCGBP SHANK1 CEACAM19 IGFL2 GRIK5 USP29 ERVV-1 NLRP13 DPF1 KCNK6 IFNL3 RN7SL525P TRIM28 MIR6807 UBE2M CHMP2A BICRA LRFN3 SDHAF1 SYNE4 POU2F2 ALKBH6 EXOSC5 ZNF875 ZNF83 ZNF530 ZNF577 ZNF606 ZNF566 TEX101 LYPD3 PHLDB3 ETHE1 ZNF575 DHX34 MEIS3 SLC8A2 KPTN NAPA ZNF541 RN7SL322P GGN SPRED3 ZNF600 ZNF320 NKPD1 PPIAP59 KLK5 KLK6 KLK7 SAMD4B SIGLEC14 RFPL4A OVOL3 GPR42 ZNF888 OSCAR FAM98C KLKP1 KLK4 ZNF497-AS1 SCGB1B2P ENSG00000288790 DACT3-AS1 ZNF529-AS1 ZNF225-AS1 PAK4 LAIR2 KIR3DX1 LILRA2 LILRA1 LILRB1 LILRB1-AS1 MIR8061 VN1R105P LILRP1 LILRP2 KIR3DL3 KIR2DL3 KIR2DP1 KIR2DL1 KIR3DP1 KIR3DL1 KIR2DS4 KIR3DL2 RNU6-222P FCAR LILRB4 PDCD5 ANKRD27 SNORA68B RPS12P31 RN7SL789P RGS9BP NUDT19 TDRD12 SLC7A9 RN7SKP22 NLRP8 NLRP5 ZSCAN5B LIM2-AS1 CEACAM18 MIR5196 FFAR1 LINC01766 HAUS5-DT HAUS5 RBM42 ETV2 COX6B1 UPK1A UPK1A-AS1 PMIS2 MIR8074 KLK8 SIGLEC5 KLK15 PROSER3 CGB1 NTF4 RTN2 PPM1N VASP OPA3 GPR4 MIR330 ZNF582 NLRP12 ENSG00000269825 NCR1 NLRP7 NLRP2 ENSG00000243494 GP6-AS1 GP6 RDH13 KIR2DL4 ACTN4 IGFL1P2 HIF3A RNU6-924P PPP5C CCDC8 FAM90A27P FAM90A28P ZNF781 ZSCAN4 RN7SL150P SUNO1 WDR88 LRP3 SLC7A10 CEBPA CEBPA-DT RPS3AP50 AKR1B1P7 CEBPG RPL21P131 PRODH2 PEPD FAM187B FAM187B2P USF2 HAMP MAG LSR TPM3P5 PLEKHA3P1 CEACAM21 CEACAMP3 DNAJC19P2 CEACAM4 DNAJC19P3 CEACAM7 CEACAM5 CEACAM6 CEACAM3 HNRNPA1P52 LYPD4 DMRTC2 RPS19 MIR6797 ERFL RABAC1 ATP1A3 CD79A BCL2L12 LINC01595 ARHGEF1 CRX TPRX1 FPR1 ZNF550 TPRX2 SULT2A1 C19orf54 SNRPA MIA ITPKC PLA2G4C PLA2G4C-AS1 ZSWIM9 CARD8 CARD8-AS1 ZNF114-AS1 ZNF114 ODAD1 EMP3 LIG1 RPL31P60 FAAP24 ERVK3-1 ZSCAN5C PINLYP SELENOV DPRX NLRP11 VN1R4 ENSG00000268655 ARHGAP35 NPAS1 TMEM160 ZC3H4 SAE1 BBC3 MIR3190 MIR3191 CCDC9 INAFM1 MZF1-AS1 LENG8-AS1 PSMD8 RELB CLASRP RNU6-611P ZNF296 GEMIN7-AS1 GEMIN7 EIF5AP3 TBC1D17 NUP62 IZUMO2 U2AF2 MAP3K10 TTC9B CCNP AKT2 MIR641 RNU6-945P C19orf47 BLVRB PLD3 CNOT3 ENSG00000269072 LINC01529 PSG8-AS1 ZNF45-AS1 LINC01530 ZNF567-DT ZNF30-AS1 CYP2B7P ZNF470-DT HPN-AS1 LGALS17A NUDT19-DT LIPE-AS1 NAPSB ENSG00000267345 SIGLEC17P ZNF793-AS1 ZNF350-AS1 ZNF8-DT TMEM147-AS1 LINC01480 APOC1P1 PCAT19 ENSG00000267260 ZNF702P ZNF818P ZNF667-AS1 LINC00665 CEACAM16-AS1 LINC01535 C19orf48 ZNF528-AS1 NAPA-AS1 POU2F2-AS1 A1BG-AS1 ZNF790-AS1 PPP5D1P ENSG00000176593 chr2p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p11 TRABD2A ST6GALNAC2P1 FUNDC2P2 IGKV7-3 LINC01809 ANAPC1P2 KCMF1 TMSB10 KMT5AP2 MTATP8P2 DRD5P1 RPL37P10 RPL12P18 PGBD4P5 PLGLB2 LSM3P3 FABP1 ANAPC1P3 TCF7L1 CRLF3P3 RPS2P17 IGKV2-4 NDUFB4P7 KMT2CP5 ABCD1P5 GGT8P PAFAH1B1P1 WBP1P2 ENSG00000204745 DNAH6 KRCC1 LINC01964 TCF7L1-IT1 NKAIN1P2 DBF4P3 DUXAP1 LDHAP7 SLC9B1P2 ANAPC1P5 CENPNP1 SUCLG1 IGSF3P2 IGKV1-5 LINC01955 IGKV5-2 RPS14P5 ACTR3BP2 IGKV1OR2-1 SMYD1 PABPC1P6 CHEK2P3 ANAPC1P4 IGKV1OR2-2 RNF103-CHMP3 LINC01943 IGKV3OR2-268 RNU6-674P RNU6-1312P MIR4435-1 MIR4780 MIR4771-1 RNA5SP100 RNU2-63P PTCD3 SNORD94 MIR4779 MRPL35 KDM3A THNSL2 PLGLB1 RN7SKP83 ST3GAL5-AS1 POLR1A MRPL45P1 RNU6-1168P RNU6-1007P RPL38P6 FOXI3 TEX37 ENSG00000225420 RPIA MALLP2 MIR4436A IGKC IGKJ5 IGKJ4 IGKJ3 IGKJ2 IGKJ1 IGKV4-1 EIF2AK3 IGKV1-6 IGKV3-7 IGKV1-8 IGKV1-9 IGKV2-10 IGKV3-11 IGKV1-12 IGKV1-13 IGKV2-14 IGKV3-15 IGKV1-16 IGKV1-17 IGKV2-18 IGKV2-19 IGKV3-20 IGKV6-21 IGKV1-22 IGKV2-23 IGKV2-24 IGKV3-25 IGKV2-26 IGKV1-27 IGKV2-28 IGKV2-29 IGKV2-30 IGKV3-31 IGKV1-32 IGKV1-33 IGKV3-34 IGKV1-35 IGKV2-36 IGKV1-37 IGKV2-38 IGKV1-39 IGKV2-40 ENSG00000283196 KMT2CP4 IGKV2D-40 IGKV1D-39 IGKV2D-38 IGKV1D-37 IGKV2D-36 IGKV1D-35 IGKV3D-34 IGKV1D-33 IGKV1D-32 IGKV3D-31 IGKV2D-30 IGKV2D-29 IGKV2D-28 IGKV1D-27 IGKV2D-26 IGKV3D-25 IGKV2D-24 IGKV2D-23 IGKV1D-22 IGKV6D-21 IGKV3D-20 IGKV2D-19 IGKV2D-18 IGKV6D-41 IGKV1D-17 IGKV1D-16 IGKV3D-15 IGKV2D-14 IGKV1D-13 IGKV1D-12 IGKV3D-11 IGKV2D-10 IGKV1D-42 IGKV1D-43 IGKV1D-8 IGKV3D-7 IGKV1OR2-118 IMMT RGPD2 SNRPEP11 TGOLN2 PEBP1P2 RETSAT ELMOD3 CAPG RPSAP22 MAT2A VAMP8 VAMP5 RNF181 TMEM150A USP39 C2orf68 SFTPB GNLY GPR160P1 SH2D6 RN7SL113P RN7SL251P RN7SL126P GGCX EIF2AK3-DT RNU1-38P ATOH8 MIR6071 ST3GAL5 REEP1 CHMP3 RNU6-640P CHMP3-AS1 RNF103 RMND5A CD8B ANAPC1P1 RGPD1 WBP1P1 NDUFB4P5 CD8A ANKRD36BP2 PARTICL LSP1P4 CYTOR chr2p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p12 SUPT4H1P1 LINC01291 MTND4P25 USP21P2 MTND5P27 EVA1A LRRTM4-AS1 LINC01815 POLE4 REG3G REG1A MTND6P7 LYARP1 LINC01293 SUCLA2P2 MRPL19 EVA1A-AS ANKRD11P1 MTCYBP7 REG1B HK2 CHMP4AP1 DHFRP3 RBX1P1 TACR1 PNPP1 ENSG00000229494 RPL38P2 LINC01851 GCFC2 CYCSP6 HK2-DT ENSG00000270571 GAPDHP57 RNA5SP98 RN7SKP203 MIR5000 RNU6-827P RN7SL201P RNU6-685P RNU6-812P RN7SKP164 RNA5SP99 REG1CP REG3A CTNNA2-AS1 GNA13P1 RNU6-561P MIR4264 MIR8080 RBM7P1 LRRTM1 CTNNA2 LRRTM4 chr2p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p13 MOB4P1 ANXA4 HMGN2P21 SFXN5 ZNF638 RPS20P10 CD207 EGR4 CLEC4F RAB11FIP5 ADD2 NOTO PAIP2B WDR4P2 FBXO48 TGFA APLF EMX1 SPR RPS15AP13 SMYD5 PRADC1 FIGLA RNU6-105P RNU2-39P NECAP1P2 TAF13P2 DCTN1-AS1 HMGA1P8 WDR54 INO80B INO80B-WBP1 WBP1 MRPL53 CCDC142 TTC31 LBX2 PCGF1 TLX2 DQX1 AUP1 EXOC6B RNU6-111P ENSG00000287435 RPSAP28 ALMS1-IT1 NAT8 ALMS1P1 NAT8B TPRKB SNRPG FAM136A BRD7P6 TGFA-IT1 FNBP1P1 BOLA3 MOB1A MTHFD2 NFU1 RN7SL604P SNORA36C RPL36AP16 B3GALNT1P1 FBXO41 LINC01890 BMP10 GKN2 GKN1 MIR3126 RNA5SP96 RNU6-1216P ANTXR1 KRT18P26 LOXL3 TOR1BP1 TVP23BP2 DCTN1 ACTG2 DGUOK RNA5SP97 TET3 GFPT1 AAK1 CYP26B1 GMCL1 RPL23AP92 SNRNP27 MXD1 RN7SL470P PCBP1 MRPL36P1 C2orf42 MIR1285-2 RPL39P15 STAMBP ASPRV1 C2orf81 ALMS1 MOGS CCT7 BOLA3-DT LINC01143 VAX2 ATP6V1B1 ATP6V1B1-AS1 ELOCP21 RN7SL160P ANKRD53 TEX261 OR7E91P OR7E46P OR7E62P NAGK MCEE SLC4A5 DUSP11 RNU6-542P HTRA2 DOK1 GKN3P RTKN PROKR1 ARHGAP25 M1AP SEMA4F ENSG00000287687 RPS28P5 TIA1 PCYOX1 DYSF MPHOSPH10 C2orf78 LINC01888 LINC01816 LBX2-AS1 PCBP1-AS1 ENSG00000288869 DGUOK-AS1 chr2p14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p14 RPL11P1 FBXL12P1 MEIS1-AS2 LINC01797 VDAC2P5 LINC01873 DNAJB12P1 SLC1A4 ETAA1 RPS15AP15 DNAAF10 MEIS1-AS3 LINC01828 PNO1 PPIAP64 DNMT3AP1 PLEK LINC01798 LINC01799 LINC01800 MEIS1 LINC01812 LINC02934 LINC02831 KRT18P33 LINC01829 RAB1A LINC01628 CEP68 CNRIP1 SPRED2 PPP3R1 RN7SL341P MIR4778 RN7SL211P RNU6-548P RN7SL635P VTRNA2-2P VPS54 PELI1 LINC00309 MIR4433B MIR4433A RPL23AP37 C1D ACTR2 LINC02576 LGALSL-DT LGALSL LINC01805 MIR4434 RNU6-100P LINC02579 SERTAD2 RPS10P9 AFTPH AFTPH-DT LINC02245 chr2p15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p15 DBIL5P2 WDPCP RPL37P13 USP34 RPS20P9 RPL27P5 RPL21P37 MTFR2P1 PSAT1P2 OTX1 RSL24D1P2 TMEM17 B3GNT2 RN7SL18P RN7SL51P PRELID1P6 RPS4XP5 RPL27P6 CSP1 HNRNPA1P66 MDH1 EHBP1 SNORA70B RPS29P10 RNU6-1145P SANBR C2orf74-DT ENSG00000271889 AHSA2P XPO1 C2orf74 RPS24P7 FAM161A RPL31P30 CCT4 COMMD1 RPSAP26 MIR5192 UGP2 PUS10 PEX13 EHBP1-AS1 USP34-DT chr2p16 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p16 CRTC1P1 FTH1P6 LHCGR EFEMP1 FSHR PAPOLG ACYP2 PPP4R3B PNPT1 ELOBP3 TPT1P11 IFITM3P9 ENSG00000231918 RPL21P30 ASB3 BCL11A HMGB1P31 ENSG00000233251 RPL26P13 ZNF863P CCDC85A LINC01793 CCDC12P1 CTBP2P5 ATP1B3P1 LINC01867 LINC01813 GGCTP3 PPP1R21-DT TSPYL6 PPP1R21 PPIAP63 KNOP1P3 EIF2S2P7 BTF3P5 CRYGGP STON1-GTF2A1L GTF2A1L RNU4-49P RN7SKP208 RN7SL361P MIR217 MIR216A MIR216B MIR4432 RNA5SP93 RNU1-32P RNU6-508P RNU6-634P RNU6-221P RNA5SP94 RNU6-282P RNU7-172P RNU6-612P MIR4431 MIR548BA RNU6-439P RN7SKP224 RNU6-775P NME2P2 RPL36AP15 RPS27AP7 PPIAP62 RPL7P13 SNORA75 MTCO1P42 MIR8485 CLHC1 CDPF1P1 MTIF2 PRORSD1P VRK2 STON1 CFAP36 RPS27A KCNK12 MSH2-OT1 VN1R18P FBXO11 SPTBN1-AS2 EML6-AS1 RNU7-81P FOXN2 NRXN1 CCDC88A RNU6-997P CHAC2 MIR3682 GPR75 PSME4 ERLEC1 EIF3FP3 LINC01795 FANCL C2orf73 SPTBN1 SPTBN1-AS1 RPL23AP32 EML6 RTN4 RNU6-433P RN7SL632P RPL21P33 RNU4-51P NONOP2 RPS12P3 RNA5SP95 REL MSH6 REL-DT MIR217HG MIR4432HG LINC01122 ACTG1P22 PPP4R3B-DT chr2p21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p21 SRBD1 LINC01913 RPL36AP14 MSH2 PRKCE KCNG3 RPS13P3 PRKCE-AS1 VDAC1P13 SLC3A1 COX7A2L RPL26P15 ZFP36L2 SIX2 SIX3 LINC01126 EPAS1 CAMKMT RPL12P19 PKDCC EML4-AS1 PPM1B LDHAP3 KRTCAP2P1 RPS12P4 EML4 LINC02898 RNU4-63P RN7SL414P RNU6-958P RN7SL531P RNU6-242P LINC01820 LINC02583 RN7SL817P TMEM247 ATP6V1E2 RHOQ RHOQ-AS1 PIGF CRIPT PREPL MTA3 THADA PLEKHH2 RN7SKP66 DYNC2LI1 ABCG5 ABCG8 RNU6-1048P RN7SL455P RNU6-566P PDSS1P2 PPM1B-DT C1GALT1C1L LRPPRC LINC01121 LINC01833 RNU6-137P HAAO FTOP1 CHORDC1P1 OXER1 LINC01118 SOCS5 MCFD2 STPG4 CALM2 BCYRN1 EPCAM RN7SKP119 MIR559 TTC7A LINC01819 SIX3-AS1 LINC01914 LINC01119 LINC02580 EPCAM-DT chr2p22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p22 LINC01946 CYP1B1 SLC25A5P2 LTBP1 LINC01318 LINC00211 RMDN2-AS1 STRN RPL7P12 LINC01883 FEZ2 ATL2 LINC02613 RPLP0P6 HNRNPLL GEMIN6 SMIM7P1 HNRNPA1P57 MRPL50P1 ENSG00000237320 RACK1P2 RPL21P36 SRSF7 CRIM1 GALM GAPDHP25 RNU6-1117P MIR548AD RN7SL602P RNU6-577P RNA5SP91 RNA5SP92 RNU6-951P HEATR5B ARL14EPP1 RPL31P16 CEBPZOS CEBPZ NDUFAF7 PRKD3 PRKD3-DT RNU6-939P QPCT RNU6-1116P CDC42EP3 RMDN2 KRT18P52 AK2P2 DPY30 SLC30A6 DDX50P1 RNU6-647P SPAST NPLP1 DHX57 ASS1P2 RNU6-851P RN7SL96P SOS1-IT1 RNU6-198P HSPE1P13 EIF2AK2 MEMO1 YIPF4 BIRC6-AS1 MIR558 BIRC6-AS2 TTC27 MIR4765 LINC00486 TTC39DP MAP4K3 SOS1 MORN2 VIT SULT6B1 MIR4430 RASGRP3 FAM98A ATP6V0E1P3 HNRNPA1P61 MYADML SLC8A1-AS1 LINC01794 SLC8A1 GPATCH11 NLRC4 TMEM178A THUMPD2 ARHGEF33 CDKL4 H2ACP2 BIRC6 MAP4K3-DT CYP1B1-AS1 LINC01320 CRIM1-DT SLC30A6-DT ENSG00000269210 chr2p23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p23 CDKN2AIPNLP2 HADHA SRD5A2 DPYSL5 EFR3B RPS13P4 ATAD2B RPL37P11 CAPN13 CAPN14 XDH CENPA EHD3 PGAM1P6 HADHB H3P5 LBH SLC35F6 GALNT14 CIB4 YPEL5 UBXN2A ALK FAM166C SDHCP3 DRC1 RNA5SP88 RN7SL610P SNORA10B RNA5SP90 RN7SL516P GTF3C2-AS1 GTF3C2-AS2 SNX17 ZNF513 PPM1G FTH1P3 NRBP1 KRTCAP3 RNU6-986P FNDC4 IFT172 LCLAT1 MIR1301 ARNILA DTNB-AS1 OTOF RNU6-936P CENPO DNAJC27 RPS13P5 RN7SL856P SUCLA2P3 ADCY3 PTRHD1 ASXL2 TPM3P7 PTGES3P2 NDUFB4P4 KIF3C UQCRHP2 TRMT112P6 RAB10 RNU6-942P RPS2P15 EMP2P1 SMARCE1P6 PPIL1P1 GAREM2 POMC LINC01381 NCOA1 ZNF512 CCDC121 GPN1 SUPT7L SELENOI KCNK3 ADGRF3 DNMT3A MAPRE3 MAPRE3-AS1 TMEM214 AGBL5 AGBL5-AS1 AGBL5-IT1 OST4 EMILIN1 KHK CGREF1 ABHD1 PREB PRR30 TCF23 SLC5A6 CAD SLC30A3 DNAJC5G TRIM54 UCN MPV17 ATRAID PCARE CLIP4 DTNB LINC01936 GTF3C2 EIF2B4 GCKR MRPL33 RBKS BABAM2 MYG1P1 MIR4263 FAM133EP RPL23AP34 FOSL2-AS1 FOSL2 PLB1 SNRPGP7 RNA5SP89 PPP1CB-DT SPDYA TRMT61B WDR43 SNORD92 SNORD53 SNORD53B TOGARAM2 C2orf16 MFSD2B WDCP RNU6-370P FKBP1B SF3B6 FAM228B TP53I3 PFN4 ITSN2 HMGN2P20 RPL36AP13 FAM228A SLC4A1AP DNAJC27-AS1 LINC01460 PPP1CB chr2p24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p24 MSGN1 SMC6 HS1BP3-IT1 LRATD1 WDR35-DT LINC00954 APOB RPS25P3 LINC02850 OSR1 NUTF2P8 LINC00276 TTC32 RPS16P2 LINC01822 GEN1 VSNL1 LINC01866 LINC02923 LDAH MATN3 HS1BP3 CISD1P1 GDF7 LINC01884 ZFYVE9P2 PSMC1P10 LINC01808 LAPTM4A NT5C1B-RDH14 RDH14 NDUFAF2P1 LINC01830 KCNS3 RN7SKP168 RN7SL140P RNU6-1288P RNU6-961P RN7SKP27 RNU6-1215P MIR3681 MIR4757 RNU6-843P MIR3125 RN7SL117P RNA5SP87 TDRD15 RPS26P18 LINC01804 DDX1 SDC1 DRG1P1 RNU7-113P SLC7A15P RNA5SP86 RHOB PUM2 WDR35 CYRIA TRIB2 KLHL29 RAD51AP2 ENSG00000225649 LAPTM4A-DT NT5C1B NBAS ENSG00000289856 TTC32-DT LINC01376 RNU5E-7P RPLP1P5 MYCNOS MYCNUT RN7SL104P GACAT3 MYCN chr2p25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2p25 ACP1 TPO ALKAL2 TRAPPC12 ADI1 LINC01865 LINC01304 LINC01250 TMEM18-DT LINC01875 MIR7515HG TRAPPC12-AS1 LINC01939 ENSG00000233633 ALLC LINC01247 SNTG2 ENSG00000223884 LINC01248 TMSB4XP2 RPL30P3 COLEC11 LINC02973 LINC00298 RNASEH1 LINC01115 ENSG00000226506 LINC01874 GAPDHP48 TMEM18 RPS7 EIPR1-IT1 SH3YL1 LINC01249 ASAP2 CDK8P1 PIK3CDP1 NTSR2 DCDC2C LINC01810 SOX11 NPM1P48 GREB1 LINC01824 FAM110C ENSG00000229727 RNU6-649P MIR7515 RNU6ATAC37P MIR548S MIR7158 RN7SKP112 MIR4262 KCNF1 RPL6P4 C2orf50 SLC66A3 RNU6-1081P AIDAP1 PPIAP60 ENSG00000230952 E2F6 LINC00570 LPIN1 EIPR1 TAF1B GRHL1 KLF11 RRM2 MIR4261 RN7SL66P HPCAL1 SNORA80B LINC00487 NRIR RSAD2 RNF144A CMPK2 SNRPEP5 ID2 MBOAT2 HMGB1P25 KIDINS220 PXDN MYT1L-AS1 MYT1L CYS1 ENSG00000236106 LINC00299 ENSG00000228496 RN7SL832P ATP6V1C2 RNU7-138P PDIA6 RNU7-176P LINC01954 NOL10 GRASLND RNA5SP84 MIR4429 RNU2-13P RN7SL674P ROCK2 EIF1P7 ITGB1BP1 CPSF3 IAH1 YWHAQ RNU4-73P ADAM17 ODC1 ID2-AS1 MIR3681HG LINC01814 SILC1 SNTG2-AS1 RNASEH1-DT ODC1-DT LINC01871 chr2q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q11 NCAPH IGKV2OR2-1 CNOT11 RPS6P3 RPL31 TMEM131 RNF149 IGKV2OR2-2 CREG2 PRCPP1 VWA3B NEURL3 IGKV1OR2-3 TSGA10 NPAS2-AS1 NMS LINC01868 SMC3P1 CIAO1 COA5 BBIP1P1 DUSP2 ATP5F1BP1 MGAT4A NPAS2 SNRNP200 ARPP19P2 TRIM43CP NANOGNBP1 YWHAQP5 GPAT2P2 PDCL3 CRACDL TBC1D8-AS1 HMGN2P22 LINC01870 CNGA3 RFX8 FAM178B RN7SL313P MIR5696 RNU4-84P RNA5SP101 SNORD89 RNU7-46P INPP4A FAHD2B TMEM127 UNC50 IL1R1 LIPT1 MITD1 MRPL30 LYG1 TXNDC9 TRIM64FP OR7E102P TRIM51JP TRIM43 UBTFL3 ITPRIPL1 TBC1D8 C2orf15 ENSG00000235480 ARID5A KANSL3 FER1L5 LMAN2L CNNM4 MIR3127 CNNM3-DT CNNM3 ANKRD23 ANKRD39 SEMA4C REV1 LINC01104 STARD7 EIF5B AFF3 LONRF2 CYCSP7 CHST10 RALBP1P2 ASTL ENSG00000286101 IL1R2 RN7SL210P ADRA2B GPAT2 ANKRD36 IGKV1OR2-9 IGKV2OR2-10 IGKV2OR2-7D IGKV3OR2-5 IGKV1OR2-6 IGKV2OR2-7 IGKV2OR2-8 IGKV1OR2-11 LINC02969 UBTFL6 COX5B ACTR1B C2orf92 RNU4-8P ANKRD36B GPAT2P1 LINC00342 ANKRD36C RN7SL575P MAL ZNF2 SLC2AXP1 PROM2 FABP7P2 FAHD2A LYG2 UBTFL5 TRIM43B ENSG00000261522 CNN2P11 GXYLT1P7 CNN2P8 SNX18P14 AQP7B KCNIP3 HMGN1P36 RNU7-96P ZAP70 MRPS5 ZNF514 ENSG00000233757 MAP4K4 STARD7-AS1 FAM95A CYP4F32P ANKRD20A8P RNU6-1320P SOWAHCP5 ENSG00000259848 TEKT4 MTCO1P48 MTCO3P45 RPS24P6 LINC01849 LINC01127 BMS1P23 LINC02611 FAHD2CP chr2q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q12 MRPS9 LINC01103 SLC9A2 C2orf49 CAPZBP1 GPR45 LINC02946 LINC01885 ILRUNP1 HMGB3P11 RPL23AP27 ST6GAL2-IT1 MRPS9-AS1 MFSD9 SLC5A7 AHCYP3 ENSG00000236109 ANAPC1P6 LINC01593 RPL22P8 TMEM182 LINC01114 SRSF3P5 GACAT1 NCK2 PPP1R2P5 FHL2 ACTP1 TGFBRAP1 RPS21P2 RPL27AP4 LINC01789 POU3F3 LINC01796 CRLF3P1 LINC01935 RGPD4-AS1 LINC01918 SNORA72 EEF1A1P12 CD8B2 RGPD3 RGPD4 ECRG4 UXS1 RPL22P10 SRSF3P4 IL1R1-AS1 IL1RL2 FAM183DP IL1RL1 SDR42E1P5 MIR4772 SLC9A4 LINC01594 SETD6P1 WASF1P1 SULT1C2 SULT1C2P2 SULT1C2P1 GMCL1P2 SULT1C4 SMIM12P1 IL18R1 SULT1C3 IL18RAP ST6GAL2 LINC01886 LINC01102 GCC2 GCC2-AS1 LIMS1-AS1 LIMS1 LINC01965 LINC01159 PLGLA LINC01831 MRPS9-AS2 PANTR1 C2orf49-DT chr2q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q13 RPL34P8 RPL37P12 RPL22P11 ENSG00000282033 SH3RF3-AS1 CENPNP2 SH3RF3 SOCAR RPS14P4 SOWAHC SNRPGP9 DBF4P2 SEPTIN10 BMS1P19 MIR4435-2HG PAFAH1B1P2 SRSF3P6 EDAR ANAPC1 MIR4265 MIR4266 MIR4771-2 MIR4435-2 RGPD5 GPAA1P1 ZBTB45P1 LINC01123 MIR4267 MALL MIR4436B1 ACTR1AP1 ENSG00000261760 MALLP1 MIR4436B2 LINC01106 ZBTB45P2 GPAA1P2 NPHP1 RPL22P12 BUB1 ACOXL RPL5P9 ACOXL-AS1 BCL2L11 MTLN FBLN7 LIMS3 RPL10P5 CCDC138 RPL39P16 LIMS4 RGPD6 RANBP2 EEF1E1P1 MERTK RN7SL297P RTRAFP1 SLC30A6P1 TMEM87B chr2q14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q14 MTCYBP39 IL1B MTND4P26 LINC01956 PGM5P4 MTND2P21 ACTR3 MTND5P28 SRMP3 FAM138B DPP10-AS2 DDX18 DDX11L2 MTCO1P43 LINC01961 EN1 C2orf76 RPL23AP7 CYP27C1 HS6ST1 TMEM185B XIAPP3 MTND1P28 DYNLT3P2 ISCA1P6 PTPN4 LINC01191 RPSAP23 TMEM177 STEAP3-AS1 RPL14P6 HTR5BP SLC6A14P3 LINC02936 RPL21P34 RPL27P7 CFAP221 SNRPA1P1 VINAC1P RPL17P15 ACRP1 TEX51 INHBB RALB ELOAP1 PSMD14P1 C1QL2 LINC01826 DPP10 EPB41L5 GYPC MTCO3P43 SCTR-AS1 STEAP3 CNTNAP5-DT MTND3P10 LINC01101 RGPD8 LINC01889 MTND4LP14 CDK8P2 UGGT1 ERCC3 LINC01941 SEPHS1P7 MTND5P22 DPP10-AS3 MTATP6P26 SLC35F5 BIN1 CCDC93 WBP11P2 NIFKP9 TMEM37 YWHAZP2 RNU2-41P MIR1302-3 RN7SL468P RNU6-744P RNU6-259P RNU7-190P RNU6-675P MIR4782 RN7SL111P RNU7-182P RN7SKP102 RNA5SP102 RNA5SP103 RNU6-1147P SCTR GLI2 RPS17P7 CLASP1-AS1 RNU4ATAC RPL12P15 NPM1P32 NIFK TSN LINC01823 TFCP2L1 WDR33 SFT2D3 RNY4P7 ZFP91P1 POLR2D RNU6-395P RPS26P19 SAP130 PSD4 PAX8-AS1 PAX8 IGKV1OR2-108 MARCO RNU4-48P CNTNAP5 IL37 MAP3K2 RABL2A PROC MIR4783 IWS1 LIMS2 GPR17 SLC20A1-DT INSIG2 CBWD2 DBI NT5DC4 MYO7B ZC3H8 ZC3H6 NDUFB4P6 ENSG00000289035 ACTR3-AS1 IL36G HMGN2P23 POLR2DP1 IL36A IL36B IL1F10 RNU6-1180P IL1RN IL36RN TTL POLR1B CHCHD5 CKAP2L IL1A SLC20A1 AMMECR1L FOXD4L1 CLASP1 LINC02966 THORLNC MAP3K2-DT WASH2P PGM5P4-AS1 NIFK-AS1 DPP10-AS1 chr2q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q21 MTND1P29 MED15P4 LYPD1 NCKAP5-IT1 ARHGAP42P2 TOMM40P4 IMP4 FAR2P1 MTND2P22 POTEKP PTPN18 CDRT15P4 MGAT5 FAR2P2 MCM6 G3BP1P1 KLF2P2 EDDM3CP MTCO1P7 LINC01854 CYP4F62P TMEM163 MTCO2P7 PPIAP65 MTATP6P7 LINC01856 MTCO3P7 NCKAP5-AS1 MED15P5 PRSS40B C2orf27A RPL22P7 VDAC2P4 MTND3P15 PRSS40A RAB6C-AS1 LINC01945 NBEAP2 LINC02572 CDRT15P3 RPL19P4 GPR39 CCDC115 TEKT4P3 NCKAP5-AS2 GRAMD4P8 MTND4P27 ZRANB3 MTND6P8 MTCYBP8 MTND5P29 LINC01087 RAB6C CFC1B MIR3679 RNU6-617P RNU6-473P RNA5SP104 RN7SKP103 RNU6-579P RN7SKP154 RN7SKP93 ARHGEF4-AS1 SMIM39 FAM168B NEK2P4 NF1P8 MED15P8 RNU6-127P FAR2P4 KLF2P4 RNU6-1132P RNA5-8SP5 MIR663B CDC27P1 FAM201B RNU6-175P YBX1P7 RNU6-848P CYP4F30P FAR2P3 KLF2P3 GPR148 CYCSP8 ARHGAP42P1 SSBP3P2 MTCYBP10 MTND6P10 MTND5P23 MTND4P21 MTND3P18 MTCO3P18 MTATP6P4 MTCO2P18 MTCO1P18 MTND2P18 MTND1P26 MED15P3 LINC01120 GNAQP1 NOC2LP2 RHOQP2 MZT2A TUBA3D MIR4784 ARHGEF4 CFC1 MED15P9 CCDC74B MZT2B TUBA3E RHOQP3 NOC2LP1 AMER3 CCDC74A POTEJ KLF2P1 CYP4F27P POTEF POTEF-AS1 RNU6-1049P ANKRD30BL RNU6-512P MIR128-1 UBXN4 LCT LCT-AS1 R3HDM1 RAB6D NCKAP5 POTEE POTEI ACMSD MIR5590 CCNT2 MAP3K19 RAB3GAP1 SNORA40B ZNF285CP PLEKHB2 SMPD4 MANEALP1 DARS1 SMPD4BP PLAC9P1 DARS1-AS1 CCNT2-AS1 chr2q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q22 NXPH2 YY1P2 AHCYP4 MRPS18BP2 RPL9P13 LRP1B COPRSP1 LINC01853 LRRC57P1 HNMT MTCO1P44 RPS16P3 MTND2P19 LINC01832 MTND1P27 SPOPL RPL15P5 YWHAEP5 IDI1P1 RNF14P1 SMC4P1 SPOPL-DT LINC02631 RN7SKP141 RN7SKP286 SNORA72 MIR7157 RNU6-904P RN7SL283P RNA5SP105 ZEB2-AS1 ACVR2A RNU6-1275P THSD7B ZEB2 HNRNPKP2 CXCR4 UBBP1 TEX41 SGCEP1 LINC01966 RPL6P5 METAP2P1 RNU7-2P RPL17P12 OTX2P2 PABPC1P2 LINC01911 RNU6-692P RNU6-715P RNA5SP106 ARHGAP15-AS1 ENSG00000232377 GTDC1 UBE2V1P14 RRN3P4 KYNU SFXN4P1 ARHGAP15 MTCYBP11 MTND6P11 MTND5P24 MTND4P22 MTND4LP12 MTND3P9 MTCO3P5 MTATP6P5 MTCO2P5 LINC02993 LINC01412 chr2q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q23 DNAJA1P2 GALNT13 RPL30P2 FMNL2 LINC01920 RPL23AP29 NUDCP1 STAM2 FABP5P10 ATP5PBP4 LINC01850 TUBAP13 RBM43 RPRM LINC02612 UBQLN4P2 ORC4 MBD5 USP12P2 RPS29P8 UBBP3 KIF5C-AS1 RPS20P13 USP8P2 TXNP5 ARL5A CACNB4 NMI TNFAIP6 MIR4773-2 MIR4773-1 RN7SL124P RIF1 EPC2 RNU2-9P KIF5C LYPD6B FAM8A3P LYPD6 RPL17P13 MMADHC RNU6-601P LINC01931 LINC01818 LINC01817 RND3 NEB ARL6IP6 ENSG00000286081 PRPF40A MMADHC-DT chr2q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q24 CCDC148-AS1 CCDC148 MTND6P9 HNRNPDLP2 MTCYBP9 KCNJ3 ENSG00000286679 PHB1P4 CBX3P6 RPL7AP22 CDK7P1 ENSG00000224675 TBR1 FIGN MTCO1P45 GALNT5 KRT18P46 PKP4-AS1 LY75-CD302 MTND2P20 PSMD14-DT CSRNP3 ATP5F1AP2 MTND4P28 LY75 MTND5P30 OR7E28P FAM133DP XIRP2-AS1 TANK-AS1 ITGB6 LINC01876 TANC1 PLA2R1 CYTIP TANK CAPZA1P2 BTF3L4P2 PSMD14 SLC4A10 KCNH7-AS1 OR7E89P RPL7P61 GSTM3P2 AHCTF1P1 MXRA7P1 UPP2-IT1 RPS3AP13 CD302 OR7E90P CERS6-AS1 MTA3P1 PTP4A1P1 MARCHF7 RNU6-546P RNU6-1001P RN7SKP281 RNA5SP107 RN7SL423P RNU6-580P RNA5SP108 RNU6-627P RN7SL393P RNU6-932P MIR6888 RN7SL813P MIR4785 MIR4774 RNU6-766P RNU2-21P HEBP2P1 GPD2 LINC01958 RPLP0P7 DAPL1 UPP2 TTC21B-AS1 RN7SKP152 RNA5SP111 SCN3A MAPRE1P3 NOSTRIN WDSUB1 ERMN CERS6 RPEP5 TIMM8AP1 EIF3EP2 GCG DPP4 GCA RNA5SP109 SNORA70F RNA5SP110 GALNT3 TTC21B ACVR1C ACVR1 RNU6-436P SCN2A PKP4 XIRP2 RBMS1 BAZ2B KCNH7 FAP SCN1A-AS1 SCN9A SCN7A B3GALT1 RNU7-148P CTAGE14P B3GALT1-AS1 SLC38A11 COBLL1 LINC02478 PRPS1P1 CYP2C56P GRB14 PHF5GP STK39 IFIH1 SCN1A NR4A2 DPP4-DT LINC01806 BAZ2B-AS1 chr2q31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q31 MAP3K20 MAP3K20-AS1 RAPGEF4-AS1 HAT1 JPT1P1 RAD52P1 RAPGEF4 DLX2-DT METAP1D CBY1P1 ALDH7A1P2 PPIAP66 EXTL2P1 CWC22 MYO3B-AS1 LNPK RPL21P31 DLX1 ZNF385B TXNL4AP1 DLX2 RPS6P2 UBE2E3 LINC01934 ITPRID2-DT SCHLAP1 ITPRID2 PPIAP67 FTH1P20 RPL27AP3 KRT18P29 RPS15AP14 UBE2E3-DT TLK1 SLC25A12 OSBPL6 RPL21P38 PDK1-AS1 MTX2 RNU6-182P MIR933 MIR4437 RNU6-763P MIR1258 RNU6-1290P SPC25 G6PC2 ABCB11 UBE2V1P6 LRP2 CHN1 PDK1 DYNC1I2 MYO3B CFAP210 PHOSPHO2 KLHL23 PTCHD3P2 CYB5AP2 SSB METTL5 NSA2P5 RNU6-1006P UBR3 RNA5SP112 STUB1P1 KRT8P40 MIR4444-1 DNAJC19P5 MIR3128 MIR6512 H3P7 TTC30B TTC30A PRKRA PJVK NUDCP2 PLEKHA3 BBS5 KLHL41 FASTKD1 PPIG RPL5P7 LINC01960 RPSAP24 OLA1 RN7SL65P LRRC2P1 HNRNPA1P39 LINC01305 SP9 CIR1 SCRN3 RPA3P1 RNU6-5P H3P6 CHRNA1 ATP5MC3 GPR155 AGPS ITGA6-AS1 ITGA4 SAP18P2 RNU6ATAC19P RPS26P20 DCAF17 DAP3P2 RPS15P4 CYBRD1 HOXD13 HOXD12 HOXD11 HOXD10 HOXD-AS2 HOXD9 HOXD8 MIR10B HOXD4 HAGLR HOXD1 MIR7704 RPSAP25 HOXD3 CERKL NEUROD1 SP3 METTL8 PPP1R1C ATF2 RNU7-104P TTN EVX2 CCDC141 DHRS9 FKBP7 ITGA6 HAGLROS PDE11A-AS1 API5P2 SDHDP5 RNU6-629P CYCTP RBM45 RNU5E-9P PDE11A RNA5SP113 RPS2P18 MIR1246 RNU6ATAC14P CDCA7 HMGB1P4 LINC01124 SP5 EIF2S2P4 GAD1 GORASP2 ERICH2 SESTD1 FUCA1P1 ENSG00000227098 RNU6-187P WIPF1 NFE2L2 ENSG00000213963 HNRNPA3 LINC01117 LINC01116 ERICH2-DT CHROMR TTN-AS1 GPR155-DT chr2q32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q32 STK17B LINC01790 HECW2 LINC01825 NUP35 NEMP2-DT ELF2P4 ZSWIM2 DNAH7 NCKAP1 E2F3P2 GLULP6 SLC44A3P1 HNRNPA1P47 IMPDH1P7 KRT8P10 DNAJC17P1 SEC61GP1 TMEFF2 CALCRL-AS1 PCGEM1 CALCRL DUSP19 GAPDHP59 C2orf88 LINC01827 ENSG00000232227 MYO1B-AS1 TERF1P6 RPS17P8 SLC39A10 TFPI AHCYP5 LIN28AP1 HNRNPCP2 CACYBPP2 RNF11P1 KDM3AP1 ST13P2 WDR75 KRT18P19 COL5A2 MYO1B MIR548AE1 MIR3129 RNU6-915P RN7SKP42 RNU6-989P RNU6-1045P RN7SL820P RNU6-169P RN7SKP179 NAB1 GLS RAB1AP1 STAT4-AS1 STAT4 RNU6-959P HMGB1P27 ZNF804A RPL23AP33 COL3A1 MIR1245A MIR1245B MIR3606 SLC40A1 DIRC1 DNAJC10 RPL31P15 FRZB RNU6-1122P NABP1 ENSG00000225884 CAVIN2 DNAJB1P1 ASNSD1 ASDURF OSGEPL1 OSGEPL1-AS1 ORMDL1 ANKAR PMS1 LINC01090 CAVIN2-AS1 RN7SL267P PDE1A FAM171B ITGAV MSTN INPP1 HIBCH STAT1 RNA5SP114 MIR561 GULP1 NEMP2 ENSG00000283839 LINC01821 HECW2-AS1 MFSD6 FSIP2-AS1 FSIP2-AS2 FSIP2 RPL21P32 RPL23AP35 MED28P3 ZC3H15 DPRXP1 LINC01473 chr2q33 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q33 ANKRD44-IT1 DSTNP5 ATP5MC2P3 PLCL1 C2orf80 KCTD18 ADAM23 SGO2 LINC01923 RFTN2 VPS26CP1 ICOS MDH1B KIAA2012-AS1 PPIAP68 RPL9P14 CPO INO80D FASTKD2 RPL27P8 ANKRD44 CRYGA CRYGB KLF7 KIAA2012 KLF7-IT1 LINC01802 CRYGD SPATS2L PLEKHM3 CRYGC RPL12P17 RNY4P34 RN7SKP178 MIR2355 MIR7845 MIR1302-4 RNA5SP116 MIR3130-1 MIR3130-2 RNU6-360P RN7SL670P MRPL50P2 RAPH1 DYTN ABI2 CCDC150 GTF3C3 C2orf66 PGAP1 HNRNPA3P15 RPL4P7 SEPHS1P6 RN7SL717P C2orf69 TYW5 ANKRD44-DT NPM1P46 SF3B1 RNU6-1029P HSPE1 HSPE1-MOB4 MOB4 HSPD1 NRP2 FLACC1 TRAK2 STRADB SCYL2P1 C2CD6 MTCO2P16 MTATP6P16 MTCO3P16 MTND3P16 MTND4LP16 MTND4P29 MTND5P31 ENO1P4 MPP4 RNU6-651P RPS2P16 CDK15 UBE2V1P11 RNU6-440P ALS2 FZD7 FAM237A RNU6-31P BICD1P1 RNA5SP115 PPIL3 RNU6-312P RNU6-762P ORC2 HNRNPA1P35 RPL23AP30 RNU6-1206P RPL17P10 IMPDH1P10 CFLAR-AS1 RNU7-45P RPL38P5 MTND5P25 MTND4P23 MTND4LP13 NDUFB3 KRT8P15 CARF KRT8P52 RPL7P14 RPL23AP36 RPL12P16 NBEAL1 FAM126B WDR12 PSMA2P3 DAZAP2P1 SUMO1 RPL39P14 NOP58 SNORD70 SNORD70B SNORD11B SNORD11 RN7SL753P PIMREGP1 RN7SL40P BMPR2 H3P8 RPL13AP12 MTCO1P17 MTCO2P17 MTATP6P17 MTCO3P17 MTND3P17 MTND4LP17 MTND4P30 MTCO1P54 FAM117B CLK1 NIF3L1 CYP20A1 CFLAR COQ10B TMEM237 PARD3B NDUFS1 GCSHP3 EEF1B2 SNORD51 SNORA41 CMKLR2 CMKLR2-AS RN7SKP200 ATP5POP1 HMGN1P6 RN7SKP260 ZDBF2 ACER2P1 HNRNPA1P51 AOX1 AOX3P AOX3P-AOX2P AOX2P RNU1-133P BZW1-AS1 BZW1 FTCDNL1 MAIP1 MYOSLID LINC01877 CRYGEP CREB1 METTL21A RPS29P9 LINC01857 RNU6-664P PPP1R14BP2 CCNYL1 MIR4775 FZD5 CD28 KRT18P39 NPM1P33 RNU6-474P CASP8 MARS2 BOLL CASP10 CTLA4 ICA1L RNU7-147P SATB2 LINC01792 ENSG00000289422 SATB2-AS1 INO80D-AS1 ANKRD44-AS1 chr2q34 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q34 ERBB4 MTND2P23 HSPA8P6 MTCO1P46 CRYGFP MEAF6P1 PKP4P1 LINC01953 RPSAP27 LINC01878 SPAG16-DT TPT1P2 PCED1CP KANSL1L-AS1 RPL6P6 RPS27P10 UNC80 RPL5P8 ACADL PIKFYVE VWC2L MYL1 SNAI1P1 LANCL1-AS1 CPS1-IT1 RPE LANCL1 MYL6BP1 KANSL1L ARPC1BP1 H3P9 RNA5SP117 RNA5SP118 MIR4776-1 MIR4438 MIR4776-2 RNA5SP119 MIR548F2 IDH1 IKZF2 PTH2R MAP2 SPAG16 CPS1 IDH1-AS1 chr2q35 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q35 BARD1 SNHG31 PECR TMEM169 RPL10P6 VWC2L-IT1 ENSAP3 ABCA12 XRCC5 POLHP1 LINC01963 WNT6 MREG MARCHF4 LINC00607 LINC01803 SNORA70I MIR4268 LINC02862 ATIC ENSG00000225166 RN7SKP43 RPL7L1P9 MIR6809 DIRC3 WNT10A LINC01494 RNU6-642P CDK5R2-AS1 KRT8P30 CDK5R2 LINC00608 FEV CRYBA2 MIR375 ENSG00000224090 CFAP65 IHH MIR3131 RN7SL764P SLC23A3 CNPPD1 RETREG2 ZFAND2B ABCB6 ATG9A ANKZF1 GLB1L STK16 TUBA4B PTPRN MIR153-1 RESP18 DNPEP-AS1 SPEG ASIC4-AS1 MIR3132 OBSL1 INHA RN7SKP213 STK11IP SLC4A3 DNAJB6P3 LINC02832 RPL23P4 USP37 RN7SKP38 CNOT9 RNU6-136P PLCD4 BCS1L RNF25 STK36 TTLL4 CYP27A1 MIR9500 RPL23AP31 ZNF142 TMEM198 DNPEP FN1 TNS1-AS1 TUBA4A DNAJB2 DES GMPPA SPEGNB ASIC4 CXCR1 HMGB1P9 ARPC2 GPBAR1 AAMP TMBIM1 MIR6513 CATIP-AS2 MIR6810 RPL19P5 SLC11A1 CTDSP1 MIR26B VIL1 PNKD CATIP TNS1 CHPF LINC01614 FN1-DT SMARCAL1-AS1 RPL37A-DT RPL37A LINC01280 PSMB3P2 IGFBP2 IGFBP5 RPL31P14 RNA5SP120 FABP5P14 TNP1 LINC01921 ENSG00000237479 CXCR2 RUFY4 SMARCAL1 NHEJ1 PRKAG3 DIRC3-AS1 CATIP-AS1 CXCR2P1 chr2q36 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q36 HIGD1AP4 FARSB DNER LLPHP3 HSPA9P1 RPL23AP28 USP21P1 ANKRD49P1 FAM124B SGPP2 NANOGP2 GAPDHP49 LINC01807 RPL7L1P10 RPL17P14 SPHKAP SNF8P1 RN7SL807P RNU6-624P MIR5702 RN7SKP283 RNU6-619P CCDC140 PAX3 RNU7-9P RNU6-613P FBXO36 RNU6-964P FBXO36-IT1 RNU6-1027P SLC16A14 RNY4P19 SCYGR10 SLC19A3 RNA5SP121 SNRPGP8 CCL20 TDGF1P2 DAW1 TRIP12 PID1 MIR4439 MOGAT1 RRAS2P2 RPL31P17 ATG12P2 ACSL3-AS1 ACSL3 C2orf83 IRS1 RHBDD1 COL4A3 MFF-DT MFF TM4SF20 MIR5703 AGFG1 COL4A4 KCNE4 CUL3 NYAP2 SCYGR9 EPHA4 TMEM256P2 RPL23P5 DOCK10 SCG2 MLXP1 WDFY1 MRPL44 SERPINE2 AP1S3 SCYGR2 SCYGR4 SCYGR5 SCYGR7 SCYGR8 CCDC195 SCYGR1 SCYGR3 SCYGR6 ENSG00000288658 CT75 chr2q37 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr2q37 COPS8 SPP2 RPS20P12 LINC01891 HSPE1P9 ARL4C TPM3P8 LINC01173 LINC01907 GAL3ST2 TWIST2 BANF1P3 LINC01937 ENSG00000124835 SH3BP4 ITM2C CEP19P1 MTERF4 GPR55 COPS8-DT BOK LINC01107 LINC02991 ACKR3 DTYMK SP100 ASB1 HMGB1P3 IQCA1-AS1 RPL3P5 GCSIR IQCA1 BOK-AS1 INPP5D PPP1R7 SNED1-AS1 FARP2 SNED1 D2HGDH KCTD5P1 STK25 ATG4B SEPTIN2 RNU6-451P RN7SL834P RNU6-268P RN7SL32P RNU6-1051P MIR3133 RNA5SP122 RNU6-234P PPFIA1P1 UGT1A12P UGT1A11P UGT1A13P UGT1A9 UGT1A6 RPL17P11 DNAJB3 UGT1A2P ENSG00000178836 UGT1A1 HJURP MSL3P1 TRPM8 UBE2F-SCLY RNU6-1333P SCLY ESPNL KLHL30 ERFE ILKAP HES6 PER2 TRAF3IP1 KLHL30-AS1 MIR1244-1 PDE6D RPL28P2 MIR1471 NPPC DIS3L2 MIR562 NRBF2P6 ECEL1P3 ALPP ECEL1P2 ALPG ECEL1P1 DIS3L2P1 ALPI ECEL1 PRSS56 CHRND CHRNG UGT1A4 PASK ING5 SPATA3-AS1 C2orf72 HTR2B RNU1-93P RPS28P4 MIR4777 B3GNT7 ZBTB8OSP2 HIGD2AP1 SNORA75 SNORD20 SNORD82 RNU2-22P NMUR1 RNPEPL1 CAPN10-DT CAPN10 AQP12B AGXT MAB21L4 UICLM DUSP28 SP140 LINC01940 MIR4440 MIR4441 MIR4269 MIR2467 UBE2F TIGD1 RPL21P35 RPL23AP26 TEX44 RN7SL499P NCL MIR4786 OR9S24P OR5S1P COPS9 OTOS NDUFA10 PSMD1 GIGYF2 EEF1B2P7 KCNJ13 NGEF ENSG00000222001 NEU2 PTMA SP140L KIF1A RAMP1 COX20P2 RBM44 OR6B3 ARMC9 NEU4 PDCD1 RTP5 FAM240C LINC01238 ENSG00000280119 LINC01880 CICP10 SEPTIN14P2 RPL23AP88 MIR6811 COL6A3 HDLBP UGT1A3 UGT1A8 UGT1A5 OR6B2 UGT1A7 HDAC4 ATG16L1 SCARNA5 SCARNA6 SAG DGKD USP40 AQP12A CAB39 THAP4 EFHD1 UGT1A10 ASB18 MLPH RNU6-1140P PRLH RAB17 RAB17-DT MIR5001 RN7SL359P EIF4E2 CROCC2 ANO7 MROH2A LINC00471 GBX2-AS1 RNU6-107P SNORC COPS7B LRRFIP1 SP110 GPC1 GPC1-AS1 MIR149 GPR35 ANKMY1 AGAP1-IT1 TMSB10P1 RNU7-127P RN7SL204P GBX2 RNU1-31P AGAP1 SPATA3 LINC01237 HDAC4-AS1 LINC01881 LINC02610 chr20p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20p11 EEF1A1P34 NKX2-2 INSM1 SCP2D1-AS1 NKX2-4 EIF4E2P1 NKX2-2-AS1 CST8 CST5 SYNDIG1 LINC01432 XRN2 ENSG00000204684 CST13P CST7 ENSG00000230725 CSTP1 APMAP BSNDP2 GGTLC1 FAM182B POM121L3P CST2 CST12P VN1R108P CFTRP1 GSTM3P1 FAM182A MIR663AHG CST2P1 CST9LP1 MED28P7 CST9L BSNDP3 NANP LINC02967 LINC00652 NCOR1P1 ZNF337 ENSG00000286117 LINC01427 CFAP61-AS1 LINC01721 BSNDP1 LINC01733 CFAP61 GAPDHP53 ENTPD6 CST9LP2 CST3 CSTP2 ACSS1 RPL17P1 SCP2D1 LLPHP1 MRPS11P1 RN7SL607P RNU6-1257P RN7SL690P RN7SKP140 RNU6ATAC17P RNU1-23P RN7SL594P MIR663A CST9 DTD1 VSX1 RPL24P2 KIZ RNA5SP477 KIZ-AS1 RPS15AP1 ZNF877P RNU6-192P OVOL2 SNORD17 MGME1 PTMAP3 RPL15P1 RNU7-137P GGCTP2 RN7SL14P RNU2-56P RN7SKP74 ZNF133-AS1 LINC00851 PET117 SNX5 SLC24A3 SLC24A3-AS1 RPL12P12 NAA20 CRNKL1 RIN2 CST1 CST4 NXT1-AS1 NXT1 GZF1 NAPB RNA5SP479 CSTL1 CST11 SLC25A6P1 RPL41P1 RALGAPA2 KAT14 LINC00237 PYGB ABHD12 PPIAP2 NINL GINS1 FOXA2 LNCNEF LINC01747 KRT18P3 GCNT1P1 RNA5SP476 POLR3F MIR3192 RPL21P3 RBBP9 RPS19P1 SEC23B SMIM26 RN7SL638P RNU6ATAC34P DUXAP7 DTD1-AS1 LINC01726 PAX1 ZNF133 DZANK1 CYB5AP4 ENSG00000230492 SSTR4 THBD CD93 LINC00656 RNA5SP478 LINC01727 ENSG00000288974 ZNF337-AS1 ENSG00000230387 LINC01431 LINC00261 LINC00653 chr20p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20p12 CASC20 PLCB1-IT1 DYNLT3P1 SHLD1 LINC01706 TMX4 SLX4IP MACROD2-IT1 BMP2 LINC01428 RPLP0P1 LINC01713 BTBD3-AS1 BTBD3 RPS10P2 TMEM230 PCSK2 PA2G4P2 ISM1 FLRT3 RPL7AP13 PGAM3P LINC01752 RPS11P1 HAO1 LINC01751 GPCPD1 SNRPB2 LINC01722 GAPDHP2 EIF4EP1 RPS3P1 BFSP1 DSTN RPS18P1 ISM1-AS1 LINC01723 SPTLC3 MACROD2-AS1 FAT1P1 AIMP1P1 RPS27AP2 JAG1 ENSG00000232900 TASP1 LINC02871 RNF11P2 ENSAP1 PLCB1 ENSG00000286546 PHKBP1 LINC00687 LINC01729 PPIAP17 MIR8062 RNU6-278P RN7SL864P RNU6-228P RNU6-1159P RNU6-115P RNA5SP475 RN7SKP69 RNU6-27P RN7SL547P RNU1-131P RN7SKP111 RNU105B MIR6870 OTOR HIGD1AP15 RPL23AP6 SDAD1P2 MKKS KIF16B SEL1L2 LAMP5-AS1 LAMP5 PCNA CDS2 UBE2D3P1 PROKR2 RNA5-8SP7 LINC00658 PAK5 BANF2 NDUFAF5 ESF1 MACROD2 PLCB4 PARAL1 ANKEF1 SNAP25 RRBP1 LINC00654 CHGB KANK1P1 TRMT6 MCM8 MCM8-AS1 RN7SL498P CRLS1 TARDBPP1 LRRN4 RNU1-55P FERMT1 TMX4-AS1 SNAP25-AS1 chr20p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20p13 ADRA1D RSPO4 DEFB129 ANGPT4 ENSG00000232528 SIRPG DEFB125 PDYN FAM110A SIRPG-AS1 DEFB128 IDH3B-DT DEFB126 RPL7P2 ZNF343 SIRPB3P PDYN-AS1 STK35 SCRT2 DEFB127 SLC23A2 IDH3B CKAP2LP1 NOP56 MIR1292 SNORD110 SNORA51 SNORD86 SNORD56 SNORD57 RNA5SP474 RN7SL561P SIRPB1 SRXN1 RPS10P5 SIRPA MRPS26 OXT AVP RN7SL555P UBOX5-AS1 UBOX5 DDRGK1 ITPA RNU6-1019P UBE2V1P1 PSMF1 ACTG1P3 SNPH SDCBP2 MIR6869 SIRPB2 RNU6-917P SIRPD FKBP1A SLC4A11 GNRH2 RPL7AP12 RPS4XP2 PRNP PRND PRNT IDI1P3 RASSF2 HSPA12B C20orf27 SPEF1 CENPB LINC01730 AP5S1 MAVS MIR103A2 MIR103B2 SIGLEC1 DEFB132 C20orf96 ZCCHC3 NRSN2-AS1 NRSN2 TBC1D20 CSNK2A1 SLC52A3 RNF24 FTLP3 RPL21P2 NSFL1C CDC25B TMC2 SOX12 DNAAF9 PANK2 RPL19P1 CPXM1 C20orf141 TMEM239 PCED1A VPS16 TCF15 TRIB3 LZTS3 TMEM74B PTPRA RAD21L1 ADAM33 TGM3 TGM6 SNRPB C20orf202 FASTKD5 RBCK1 ATRN SF3A3P1 GFRA4 SMOX LINC01433 EBF4 PANK2-AS1 SDCBP2-AS1 chr20q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20q11 PCMTD1P7 FRG1EP CFTRP2 CFTRP3 DUX4L35 LINC01597 NCOA6 GLRXP1 DUX4L32 ACSS2 DUX4L33 DEFB115 TP53INP2 PPIAP3 FAM242B DUX4L37 CTNNBL1 SOGA1 LINC00489 PPP1R16B KIAA1755 NPM1P19 DHX35-DT DHX35 SNORA71B TGM2 CDC27P3 FAM83D LINC01746 DUX4L34 EDEM2 FRG1DP BPI DKKL1P1 RALY MLLT10P1 FRG1BP FAM242A VSTM2L RARRES2P11 EIF2S2 HMGB3P1 HIGD1AP16 BLCAP NNAT TTI1 NDRG3 RPS2P1 FRG2EP LBP RBL1 AGGF1P10 RPRD1B PHF20 COX7BP2 GGT7 ENSG00000204117 RNA5SP528 MIR4755 RNU4-40P RNU6-937P RNA5SP532 RN7SL116P RN7SL237P SNORA71A SNORA71C SNORA71D RN7SKP185 GDF5-AS1 GDF5 MIR1289-1 CEP250 C20orf173 RPL36P4 FER1L4 RPL37P1 RN7SKP271 RNU6-759P RBM12 RN7SL156P TLDC2 RPS3AP3 RPS27AP3 RNU1-94P PDRG1 XKR7 RNA5SP481 CCM2L RNA5SP482 RSL24D1P6 TSPY26P PLAGL2 POFUT1 MIR1825 NOL4L-DT C20orf203 BAK1P1 MAPRE1 ENSG00000260257 PROCR RNA5SP483 MMP24OS MT1P3 MMP24 FAM83C-AS1 FAM83C DSN1 MYL9 TGIF2 TGIF2-RAB5IF SLA2 HNRNPA3P2 HM13-IT1 HM13-AS1 RNU6-384P ID1 MIR3193 COX4I2 BCL2L1-AS1 ABALON TPX2 MYLK2 FOXS1 BCL2L1 NECAB3 C20orf144 E2F1 PXMP4 RPL31P2 ZNF341-AS1 CHMP4B EIF6 COMMD7 NFS1 ROMO1 RBM39 RPF2P1 CPNE1 NORAD HMGB3P2 EPB41L1 AAR2 SCAND1 HCK SAMHD1 MANBAL DUSP15 DLGAP4 CBFA2T2 ACTL10 TPM3P2 PIGPP3 RPL7AP14 SRC GHRH ERGIC3 RAB5IF SNORA71E SNORA60 RALGAPB MIR548O2 RPS3P2 SLC32A1 ACTR5 RN7SKP173 EFCAB8 CNBD2 ARHGAP40 ADIG ANKRD20A21P ZNF285DP SPAG4 GSS MYH7B MIR499A MIR499B TRPC4AP RNU6-407P DLGAP4-AS1 EPB41L1-AS1 SUN5 BPIFB2 BPIFB6 PUDPP3 BPIFB4 BPIFA2 SOCS2P1 BPIFA4P BPIFA3 BPIFA1 RPL12P3 BPIFB1 BPIFB5P BPIFB9P CDK5RAP1 SNTA1 BPIFB3 DNMT3B ASIP XPOTP1 AHCY CDC42P1 ITCH-AS1 ITCH-IT1 MIR644A FDX1P1 MAP1LC3A PIGU DYNLRB1 ITCH RPN2 UQCC1 DEFB121 DEFB122 DEFB123 DEFB124 REM1 LINC00028 HM13 TM9SF4 KIF3B ASXL1 NOL4L ENSG00000277301 MROH8 DEFB116 RPL31P3 HAUS6P2 RNA5SP480 DEFB117 DEFB118 DEFB119 RALY-AS1 ZNF341 MCTS2 TTLL9 CEP250-AS1 SNHG17 SNHG11 FRG1CP chr20q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20q12 HSPE1P1 ENSG00000229042 LINC01734 PTPRT-AS1 ATG3P1 RN7SL680P RN7SKP100 RNU2-52P TOP1 PLCG1-AS1 MIR6871 RPL23AP81 RN7SL615P MAFB RNA5SP484 ADI1P1 LPIN3 CHD6 RPL12P11 RNU6-1018P ZHX3 PLCG1 LINC01370 EMILIN3 chr20q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr20q13 WFDC9 LINC01728 WFDC10A PGBD4P2 ENSG00000231119 TOX2 KCNK15-AS1 GAPDHP54 EYA2 WFDC11 ELMO2 RIPOR3 RPL35AP SPATA2 SLC2A10 RPS2P7 KCNB1 KCNK15 CDH22 RNF114 KRT18P4 PPIAP10 LINC01754 SLC35C2 TP53RK-DT ENSG00000235415 APCDD1L LINC01523 NCOA3 ENSG00000267882 MC3R RIPOR3-AS1 LINC01522 PREX1 PTGIS CBLN4 ATP9A SNAI1 TRERNA1 RPL36P1 LINC01524 SLC17A9 PPP1R3D PFDN4 PSMA7 CDH26 MRPS33P4 RBBP8NL RPL12P4 LINC01440 GID8 ENSG00000179253 PMEPA1 PHACTR3-AS1 VAPB TSHZ2 LINC01056 LINC01429 SOX18 DOK5 B4GALT5 ZFP64 UCKL1 SALL4 BMP7 BHLHE23 RPSAP1 LINC01749 CDH4 PTMAP6 LINC01716 LINC01441 RPS21 NKILA MTCO2P1 C20orf181 DNAJC5 SNRPFP1 LINC01718 TFAP2C SS18L1 BMP7-AS1 RPS4XP3 LINC00029 NFATC2 SYCP2 LAMA5 ENSG00000268858 LSM14B PHACTR3 TCEA2 GATA5 ZNF512B FAM217B RAB22A UCKL1-AS1 EDN3 RPL7P3 PIEZO1P1 LINC02970 ADRM1 SAMD10 ERP29P1 RNU6-639P MIR3616 RNU7-144P RNU6-919P RNU6-347P RNU7-6P RNU6-147P RNU6-497P RNA5SP487 RNU6-1146P MIR3194 RNU6-929P RNU7-14P RNU4ATAC7P RN7SKP184 RN7SL197P RNU7-141P MIR646 MIR4533 MIR548AG2 MIR1-1 MIR133A2 RN7SKP33 MIR647 RN7SL170P MIR1914 MIR4758 RNU6-563P RNU1-134P MIR941-4 MIR941-5 MIR941-1 MIR941-2 MIR941-3 RBPJL SDC4 SYS1 SYS1-DBNDD2 TP53TG5 NDUFB4P10 LINC01711 STX16 STX16-NPEPL1 NPEPL1 PIEZO1P2 MIR296 MIR298 NELFCD TUBB1 ATP5F1E PRELID3B MRPS16P2 FITM2 R3HDML-AS1 HNF4A-AS1 LINC01620 RPL37AP1 TTPAL SERINC3 PKIG RN7SL443P OSER1 JPH2 RNU6-743P EIF4EBP2P1 SRSF6 RNU6-1251P IFT52 RPL27AP MYBL2 GTSF1L OSBPL2 R3HDML RIMS4 HAR1B HAR1A MIR124-3 YTHDF1 BIRC7 MIR3196 NKAIN4 FLJ16779 ARFGAP1 MIR4326 RNU6-994P CHRNA4 ENSG00000203900 KCNQ2-AS1 EEF1A2 PPDPF PTK6 FNDC11 ZBTB46 SLC9A8 GDAP1L1 TPD52L2 ABHD16B SNX21 ZSWIM3 PLTP PCIF1 ZNF335 FTLP1 MMP9 SLC12A5-AS1 RN7SL666P PPIAP21 L3MBTL1 CTSZ SLPI WFDC2 RPL5P2 SPINT3 WFDC6 EPPIN-WFDC6 HSPD1P21 EPPIN RNA5SP485 HNRNPA1P3 WFDC3 SPINT5P RNU6ATAC38P DNTTIP1 UBE2C TNNC2 ZSWIM1 SNAP23P1 CSE1L-DT CSE1L STAU1 ARPC3P1 SLCO4A1 SLCO4A1-AS2 SLCO4A1-AS1 LINC00686 NTSR1 MRGBP OGFR COL9A3 TCFL5 DPH3P1 ARF4P2 DIDO1 ARFGEF2 FAM210B AURKA CSTF1 RPL39P RTF2 FAM209A FAM209B CASS4 ZNFX1 ZFAS1 SNORD12C SNORD12B SNORD12 PARD6B TMSB4XP6 PSMD10P1 ADNP-AS1 MOCS3 DDX27 MTG2 ZNF217 NEURL2 DPM1 KCNG1 WFDC13 MIR3617 SPINT4 CTSA NCOA5 RPL13P2 GMEB2 STMN3 TNFRSF6B ARFRP1 ZGPAT LIME1 SLC2A4RG ZBTB46-AS2 ZBTB46-AS1 KCNQ2 BCAS4 SPATA25 DBNDD2 C20orf204 SRMS ZNF831 GNAS RNU7-173P SRMP1 RNA5SP486 RNU7-92P PEDS1-UBE2V1 PEDS1 LINC01273 CEBPB-AS1 CEBPB RN7SL636P COX6CP2 PTPN1 RN7SL672P MIR645 MIR1302-5 RPL36P2 LINC01271 ZNF663P MKRN7P ZNF840P OCSTAMP SLC13A3 GCNT7 HRH3 UBE2V1 SLC12A5 SGK2 COL20A1 WFDC10B MIR1257 MIR3195 TAF4 WFDC8 CCNB1IP1P2 PIGT SUMO1P1 MIR4756 CYP24A1 BCAS1 TP53RK PRPF6 ZNF334 HMGB1P1 CTCFL PCK1 ZBP1 ZMYND8 PTPRT CABLES2 PTPRT-DT LINC00494 CRMA OSER1-DT LINC01742 C20orf85 ANKRD60 CD40 MIR6812 MATN4 ADA LINC01260 CCN5 RTEL1-TNFRSF6B RTEL1 MIR4325 RPL39P39 SPO11 RAE1 MTND1P9 RBM38-AS1 RBM38 ACOT8 SULF2 HELZ2 YWHAB PABPC1L TOMM34 KCNS1 WFDC12 PI3 SEMG1 SEMG2 STK4-DT STK4 MIR3646 HNF4A ADNP WFDC5 MYT1 NPBWR2 CICP4 PCMTD2 RGS19 MIR6813 LKAAEAR1 OPRL1 OGFR-AS1 MIR646HG APCDD1L-DT LINC01270 PPP4R1L LINC02910 GNAS-AS1 MIR1-1HG LINC00659 LINC01275 ENSG00000289548 MHENCR PELATON LAMA5-AS1 chr21p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21p11 CYCSP41 SOWAHCP2 CTBP2P10 CDRT15P8 CTBP2P9 VN1R7P ENSG00000276077 SLC25A15P4 IGHV1OR21-1 LINC01667 SNX18P10 RPSAP68 MTCO1P1 BAGE2 EIF3FP1 SNX18P12 NCOR1P4 CDRT15P9 LINC01666 ENSG00000277067 MIR3648-2 MIR6724-2 MIR6724-3 RNA5-8SN3 MIR6724-4 RNA5-8SN1 MIR6724-1 MIR3648-1 RNA5-8SN2 SNORA70 RN7SL52P TPTE ENSG00000276289 ENSG00000277277 ENSG00000273590 ENSG00000278961 TEKT4P2 chr21p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21p12 ENSG00000274333 ENSG00000280018 LINC01670 hsa-mir-8069-1 LOC102724701 ENSG00000274276 ENSG00000276076 ENSG00000275895 ENSG00000275464 ENSG00000280071 ENSG00000277117 ENSG00000274559 ENSG00000275993 ENSG00000280191 chr21q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21q11 FAM207CP OR4K11P LONRF2P5 SNX18P13 GXYLT1P2 FEM1AP1 LINC02246 SNX19P1 GRAMD4P1 RBMX2P1 OR4K12P CXADRP1 CNN2P7 TERF1P1 GAPDHP16 ZNF114P1 CYP4F29P SAMSN1-AS1 ANKRD30BP2 ZNF355P FGF7P2 POLR2CP1 ANKRD30BP1 VN1R8P GTF2IP2 ANKRD20A11P RHOT1P2 LINC01674 MIR3118-1 MIR8069 RNU6-286P MIR3156-3 RNU6-614P SAMSN1 RNU6-954P NF1P3 PPP6R2P1 FRG2MP ANKRD20A18P RNA5SP488 ERLEC1P1 RBM11 HSPA13 POTED LIPI ABCC13 chr21q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21q21 C21orf91-OT1 RBPMSLP SREK1IP1P1 MIR548XHG FDPSP6 RPL39P40 NEK4P1 ENSG00000288094 PPIAP22 SLC6A6P1 CHODL-AS1 D21S2088E TUBAP1 TMPRSS15 ZNF299P ENSG00000288578 GPX1P2 CXADR HSPD1P7 LINC01687 MSANTD2P1 C1QBPP1 RWDD2B RPL10P1 LINC00317 MAP3K7CL LINC00161 GRIK1-AS1 LINC01697 LINC01689 KRT18P2 BACH1-AS1 JAM2 EEF1A1P1 LINC01683 USP16 LINC02573 LINC01692 CLDN17 BACH1-IT3 CYYR1 RPL23P2 BTF3L4P1 GAPDHP14 RPL37P3 THUMPD1P1 LINC00189 PPIAP1 LLPHP2 LINC01673 RPL12P9 BACH1-IT2 NCSTNP1 LINC01695 LINC01425 RPS3AP1 CYCSP42 EIF4A1P1 RPL13AP7 CCT8 NCAM2 RNGTTP1 LINC02920 LTN1 RPL37P4 APP-DT APP LINC01549 LINC00113 C21orf91 LINC00308 NIPA2P3 RAD23BP3 FDX1P2 CHODL LINC00314 BACH1 CYYR1-AS1 MAPK6P2 N6AMT1 NRIP1 ADAMTS5 RNU6-113P RN7SKP147 RNU6-1326P RNU6-772P RNU2-55P RNU1-139P RNU4-45P RN7SKP236 RN7SL163P MIR155 MIR6130 RNA5SP489 MIR4759 MIR548X RNU6-123P RNU6-926P BTG3 MRPL39 ADAMTS1 GABPA ATP5PF USP25 GRIK1 LINC00158 MIR155HG RNU6-426P VDAC2P1 RPS26P5 SNORD74B MIR99A MIRLET7C MIR125B2 RNU1-98P MIR99AHG ENSG00000229425 LINC01684 LINC00320 BTG3-AS1 chr21q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr21q22 URB1 KRTAP25-1 RPL8P2 MRPS6 KRTAP24-1 SLC5A3 CHAF1B SCAF4 LINC00307 RPSAP64 DSCR4 ATP5MFP1 TPT1P1 RPS5P2 LINC01423 CLDN8 C21orf140 LINC02943 DSCR8 PSMD4P1 HUNK-AS1 HUNK DSCR4-IT1 MORC3 PAXBP1 C21orf62 DSCR10 RPL23AP12 LINC00159 ITSN1 CLDN14 KCNJ6 ATP5PO KCNJ6-AS1 LINC01700 LINC00310 S100B SPATA20P1 ENSG00000287082 CLDN14-AS1 PSMA6P3 LINC00114 ETS2 DSTNP1 COL6A2 RPL23AP4 COL6A2-DT KCNJ15 CRYZL1 SNRPGP13 RN7SL740P SNORA62 SNORA80A C2CD2 ZBTB21 UMODL1-AS1 ZNF295-AS1 LINC00160 RPL34P3 EZH2P1 MIR802 RPS20P1 PPP1R2P2 RPL23AP3 RIMKLBP1 SETD4-AS1 RNU6-992P CBR1-AS1 CBR1 MEMO1P1 RPS9P1 CBR3 RPL3P1 RUNX1 EVA1C EXOSC3P1 RNA5SP490 CFAP298 OR7E23P CFAP298-TCP10L TCP10L SMIM34 SUMO3 SMIM11 SIM2 HLCS-IT1 RNA5SP491 DPRXP5 HLCS-AS1 MRPL20P1 RIPPLY3 RNU6-696P RRP1B PDXK CSTB TMEM97P1 RRP1 AATBC MYL6P1 AGPAT3 RNU6-859P RNU6-1150P TRAPPC10 H2AZP1 PWP2 DYRK1A PRDM15 MIR5692B PKNOX1 CBS MRPL51P2 CRYAA U2AF1 SETD4 MTCO1P3 COL18A1-AS2 COL18A1-AS1 MIR6815 SLC19A1 COL18A1 FAM3B MIS18A MIS18A-AS1 MRAP-AS1 MRAP LINC01668 WDR4 NDUFV3 CLIC6 PIGP KCNE2 SYNJ1 PCBP2P1 PSMG1 BRWD1 TIMM9P2 BRWD1-IT1 METTL21AP1 BRWD1-AS1 HMGN1 RNF6P1 GET1 GET1-SH3BGR MIR6508 MYL6P2 RPS26P4 JCADP1 B3GALT5-AS1 PCP4 DSCAM MIR4760 DSCAM-AS1 DSCAM-IT1 YRDCP3 MIR3197 BACE2 PLAC4 BACE2-IT1 PCSEAT LINC00111 LINC00479 LINC00112 RIPK4 MIR6814 ABCG1 RNA5SP492 TFF2 TFF1 TMPRSS3 UBASH3A RNU6-1149P RSPH1 SLC37A1 RSPH1-DT PDE9A PDE9A-AS1 LINC00322 SIK1 LINC00313 HSF2BP RPL31P1 H2BC12L MIR6070 DNMT3L DNMT3L-AS1 AIRE PFKL CFAP410 TRPM2-AS LRRC3-DT LRRC3 MTCYBP21 MTND6P21 MTND5P1 ENSG00000274225 TSPEAR TSPEAR-AS1 TSPEAR-AS2 KRTAP10-1 KRTAP10-2 KRTAP10-3 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-10 KRTAP10-11 KRTAP12-4 KRTAP12-3 KRTAP12-2 IMMTP1 KRTAP12-1 KRTAP12-6P KRTAP10-12 KRTAP10-13P UBE2G2 PTTG1IP SLX9 LINC00163 LINC00165 PICSAR SSR4P1 LINC00334 POFUT2 LINC00315 LINC00316 PCBP3-AS1 PCBP3 TMPRSS2 MX1 MX2 LCA5L FTCD-AS1 SPATC1L LSS MCM3AP-AS1 FTCD HLCS ADARB1 KCNE1 COL6A1 OLIG2 LINC00945 OLIG1 LINC01548 USF1P1 TFF3 UMODL1 RCAN1 KRTAP8-2P KRTAP8-3P KRTAP8-1 KRTAP7-1 KRTAP11-1 KRTAP19-8 UBE3AP2 TIAM1-AS1 FBXW11P1 SOD1-DT SOD1 HMGN1P2 DOP1B SRSF9P1 ERVH48-1 KRTAP10-9 PRMT2 ERG KRTAP10-4 TRPM2 IGSF5 B3GALT5 LINC01436 LINC01679 LINC01694 MCM3AP YBEY C21orf58 RPL18AP2 DIP2A DIP2A-IT1 RNU6-396P RPS5P3 DNAJC28 GART BTF3P6 SON MIR6501 DONSON TMEM50B IL10RB IFNGR2 TTC3-AS1 DSCR9 RN7SL678P VPS26C TTC3 ITGB2 LINC01547 KRTAP26-1 KRTAP27-1 KRTAP13-6P KRTAP13-2 MIR4327 KRTAP13-1 KRTAP13-5P KRTAP15-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-9P KRTAP19-10P KRTAP19-11P KRTAP19-6 KRTAP19-7 KRTAP22-2 KRTAP6-3 KRTAP22-1 KRTAP20-1 KRTAP20-4 KRTAP20-2 KRTAP20-3 KRTAP21-3 KRTAP21-4P KRTAP21-2 KRTAP21-1 KRTAP23-1 KRTAP13-3 TIAM1 SH3BGR LINC02575 GATD3 KRTAP13-4 KRTAP6-2 KRTAP6-1 PAXBP1-AS1 LINC02940 ITGB2-AS1 ICOSLG IFNAR1 SNORA70 LINC01690 IFNAR2 LINC01671 LINC00323 LINC00649 LINC01678 LINC00319 LINC01424 C21orf62-AS1 IL10RB-DT URB1-AS1 LINC00205 FRGCA ENSG00000233393 LINC01426 BRWD1-AS2 CBR3-AS1 PCNT chr22q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr22q11 NEK2P2 TOMM40P2 CCT8L2 IGKV2OR22-3 ANKRD62P1-PARP4P3 ZNF402P FABP5P11 CHEK2P4 IGKV1OR22-5 ABCD1P4 SLC25A15P5 PABPC1P9 HSFY1P1 LINC01665 TMEM191B BNIP3P2 ENSG00000286367 ANKRD62P1 ZNF72P GRAMD4P2 MED15P7 NBEAP3 SUSD2P2 IGKV3OR22-2 FAM247B BMS1P22 KCNMB3P1 IGKV2OR22-4 POTEH-AS1 PARP4P3 GPM6BP3 SLC9B1P4 DUXAP8 PPP1R26P2 FAM230A MTND1P17 NF1P6 CA15P2 TPTEP1 GGTLC3 CLTCL1 IGKV1OR22-1 PSLNR RIMBP3 IGLV3-2 PI4KAP1 MED15 IGLC2 VWFP1 IGLV3-6 IGLV2-8 IGLV3-12 IGLL5 IGLV3-10 IGLV3-9 IGLV2-11 IGLV3-7 IGLV3-4 IGLJ3 IGLV3-1 IGLV2-5 VPREB3 VN1R9P IGLJ4 IGLV4-3 FAM230I GUSBP11 IGLC4 ZNF70 IGLJ2 CES5AP1 IGLC3 IGLC1 IGLJ1 LINC02556 IGLV3-13 IGLJ6 IGLC6 IGLJ5 IGLC5 IGLC7 IGLJ7 RNU6-816P MIR5571 RN7SKP131 ACTR3BP6 MIR650 GGTLC4P POM121L9P SPECC1L SPECC1L-ADORA2A ADORA2A ADORA2A-AS1 UPB1 SNRPD3 LRRC75B GGT1 BCRP3 POM121L10P ARL5AP4 CRIP1P4 MAPK1 SMARCB1 C22orf15 PPP1R26P4 FAM230E GGT3P E2F6P1 POM121L15P BCRP7 FAM230F DGCR6 ENSG00000284294 DGCR5 CELSR1P1 CA15P1 DGCR11 DNAJA1P6 SLC25A18 ENSG00000236754 ATP6V1E1 BCL2L13 MIR3198-1 LINC00528 MICAL3 MIR648 RHEBP3 ARL2BPP10 BID YME1L1P1 ARHGAP42P3 PI4KAP2 RN7SKP221 COMT MIR4761 ARVCF TANGO2 MIR185 MIR3618 MIR1306 TRMT2A MIR6816 RANBP1 SNORA77B ZDHHC8 CCDC188 KRT18P62 HIRA DGCR8 RN7SL168P UFD1-AS1 UFD1 CDC45 LINC00895 SEPTIN5 GP1BB GNB1L RPL7AP70 RTL10 LINC02891 RTN4R MIR1286 DGCR6L TXNRD2 C22orf39 SGSM1 GUCD1 YDJC CCDC116 SDF2L1 MIR301B MIR130B PPIL2 YPEL1 RN7SL280P ZNF74 RNU6-225P KLHL22 RNY1P9 RN7SL812P KRT18P5 GSTT2B DDTL GSTT3P CABIN1 DERL3 RN7SL268P MIF MIF-AS1 ENSG00000206090 GSTT2 SUSD2 TSSK1A ESS2 TSSK2 GSC2 SLC25A1 FAM230D GGTLC5P FAM230J PPP1R26P3 TUBA8 RSPH14 GNAZ BCR BCRP8 RN7SL263P FBXW4P1 MRPL40 PRODH IGLL3P LRP5L IGLVIVOR22-1 MIR6817 PEX26 SERPIND1 SNAP29 CRKL THAP7 TUBA3FP SLC7A4 MIR649 P2RX6P TUBA3GP CECR2 CLCP1 AIFM3 TMEM191C RAB36 CLDN5 RGL4 DDT RIMBP3C RNA5SP493 PPM1F PPM1F-AS1 TOP3B PRAMENP IGLVI-70 IGLV4-69 IGLVI-68 IGLV10-54 IGLV10-67 IGLVIV-66-1 IGLVV-66 IGLVIV-65 IGLVIV-64 IGLVI-63 IGLV1-62 IGLV8-61 ABHD17AP5 IGLV4-60 SOCS2P2 IGLVIV-59 IGLVV-58 BMP6P1 IGLV6-57 IGLVI-56 IGLV11-55 IGLVIV-53 TOP3BP1 VPREB1 BMS1P20 IGLV5-52 IGLV1-51 IGLV1-50 ASH2LP3 IGLV9-49 IGLV5-48 IGLV1-47 ASH2LP2 IGLV7-46 IGLV5-45 IGLV1-44 IGLV7-43 IGLVI-42 IGLVVII-41-1 IGLV1-41 IGLV1-40 ASH2LP1 IGLVI-38 IGLV5-37 IGLV1-36 IGLV7-35 XKR3 LHFPL7 KIAA1671 KIAA1671-AS1 CRYBB3 CRYBB2 POTEH SCARF2 OR11H1 SLC2A11 GAB4 GSTT4 PIWIL3 P2RX6 ZDHHC8P1 CECR7 TMEM121B IL17RA HDHD5 GGT5 BCRP1 UBE2L3 RPL32P5 FAM32BP CECR3 CECR9 RN7SL843P ADA2 FAM230G USP41 LINC02557 PCAT14 IGLL1 DRICH1 ASLP1 POM121L7P E2F6P2 FAM230B FAM247A LRRC74B CCDC74BP1 SMPD4P1 IGLL4P SLC9A3P2 ABHD17AP4 POM121L4P BCRP5 PI4KA E2F6P3 POM121L8P BCRP6 FAM230H PPP1R26P5 LINC01651 RN7SKP63 HIC2 GGT2P FAM246C ZNF280B ZNF280A PRAME LL22NC03-63E9.3 IGLV2-34 IGLV2-33 IGLV3-32 IGLV3-31 IGLV3-30 BCRP4 POM121L1P GGTLC2 IGLV3-29 IGLV2-28 IGLV3-27 IGLV3-26 IGLVVI-25-1 IGLV3-25 IGLV3-24 IGLV2-23 IGLVVI-22-1 IGLV3-22 IGLV3-21 IGLVI-20 IGLV3-19 IGLV2-18 IGLV3-17 IGLV3-16 IGLV3-15 IGLV2-14 DGCR2 CHCHD10 MMP11 LINC01634 USP18 RIMBP3B FAM246B FAM246A LINC01659 TBX1 LZTR1 ENSG00000288811 THAP7-AS1 LINC01664 LINC00896 BCRP2 LINC01637 LINC01311 HDHD5-AS1 TMEM191A CRYBB2P1 chr22q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr22q12 RNF185-AS1 OSBP2 ENSG00000287034 ISCA2P1 H2AZP6 LIF-AS1 SYN3 ENSG00000226573 MYO18B-AS1 LINC01422 OSM AP1B1P2 DRG1 ZNRF3-IT1 HORMAD2 FBXO7 NCF4 MIATNB LINC02558 SFI1 RPS3AP51 PIK3IP1 HORMAD2-AS1 ISX LIMK2 SLC5A1 LINC02559 LIF-AS2 SYN3-AS1 LIF NCF4-AS1 C22orf42 CNN2P1 GRK3-AS1 EIF4ENIF1 LINC01643 AP1B1P1 SEZ6L-AS1 PIK3IP1-DT DEPDC5 ENSG00000225676 PRR14L PVALB SEZ6L IFT27 CCDC117 LINC02554 INPP5J LINC01521 YES1P1 PLA2G3 PATZ1 ZNRF3 RNA5SP495 RNA5SP494 MIR3928 RNU6-1066P RNU6-338P RN7SKP169 RNU6-1128P RN7SL20P RNA5SP496 RNU6-201P RNU6-28P MIR5739 MIR6818 MIR7109 RNA5SP497 RN7SL633P RN7SKP214 IGLCOR22-1 SLC5A4-AS1 CPSF1P1 RFPL3 IGLCOR22-2 RFPL3S ENSG00000230736 IGLVIVOR22-2 RTCB YWHAH RN7SL305P YWHAH-AS1 ASPHD2 SRRD TFIP11 TPST2 MIR548J HMGB1P10 CRYBB1 CRYBA4 C1QTNF6 TMPRSS6 MTMR3 MYO18B MIR3200 EIF4HP2 MORC2-AS1 MORC2 LINC01640 MIR4764 SNORA50B LARGE-IT1 LARGE-AS1 LARGE1-AS1 TIMP3 RN7SL162P HSCB CHEK2 RNU7-167P HMGXB4 MIR3909 MIR6069 MCM5 HMOX1 CACNG2 SLC5A4 LARGE1 SMTN LL22NC01-81G9.3 TEX33 MPST ZNRF3-AS1 KREMEN1 RNU6-810P RNU6-1219P EMID1 RHBDD3 EWSR1 RASL10A SNORD125 RFPL4AP6 RFPL1S RFPL1 NEFH THOC5 NIPSNAP1 NF2 RPEP4 CABP7-DT CABP7 ZMAT5 UQCR10 CASTOR1 TBC1D10A SF3A1 RNF215 SEC14L2 RNU6-564P MTFP1 SEC14L3 SDC4P SEC14L4 SIRPAP1 GAL3ST1 PES1 LINC01399 TOM1 AP1B1 MTCO1P20 MTCO2P20 MTATP6P20 MTCO3P20 MTCYBP34 MTND1P10 APOL4 C22orf31 CCDC157 MYH9 RASD2 MB APOL6 MRPS16P3 APOL5 NDUFA9P1 APOL2 MIR6819 MYH9-DT RPS15AP38 SEC14L6 CSF2RB SELENOM GRK3 RNF185 TTC28 BPIFC KCTD17 XBP1 TXN2 FOXRED2 EIF3D PISD RFPL2 APOL3 RBFOX2 ASCC2 RNU6-331P SLC35E4 DUSP18 TCN2 TUG1 IL2RB HPS4 CSF2RBP1 TST APOL1 GAS2L1 LINC02885 LINC01638 MIAT CACNG2-DT TFIP11-DT ENSG00000227838 PITPNB TTC28-AS1 MIR3199-1 MIR3199-2 RN7SL757P MN1 chr22q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr22q13 CACNA1I TNRC6B MCAT ENTHD1 KRT18P23 FBLN1 CBX7 PNPLA3 EFCAB6 TBC1D22A ENSG00000281732 ZBED4 PHF21B ANP32BP2 UPK3A ENSG00000224715 RPL3 GTSE1 RPL5P35 MRPS18CP6 LINC00229 PRR5-ARHGAP8 COX5BP7 WNT7B SAMM50 TTC38 ENSG00000230922 LINC01639 RPL6P28 SLC25A17 TRIOBP LINC00898 TTLL12 PRR5 MTFR2P2 LINC01310 PIM3 NUP50 GTSE1-DT DENND6B ATXN10 FAM118A SMC1B CERK PPP6R2 RTL6 PRR34-AS1 FAM83F ENSG00000280424 ALG12 SYNGR1 ENSG00000286381 PDGFB MPPED1 PARVG RPL35AP36 PRR34 BIK TTLL1 RIBC2 ACTBP15 PKDREJ ANKRD54 FUNDC2P4 TSPO RPL35P8 TTLL1-AS1 SCUBE1-AS2 LINC00207 EP300 DNAJB7 JTBP1 RBX1 LINC00899 EFCAB6-AS1 SHISAL1 SCUBE1-AS1 LINC01656 XPNPEP3 PACSIN2 TBC1D22A-AS1 MIR3619 SNORD83A MIR6821 SNORD83B SNORD43 MIR1249 RN7SKP252 RNU6-1161P MIR4535 MIR3201 MIR3667 MIR4762 MIR4766 RNU6-379P MIR1281 SSTR3 TAFA5 RPL7P52 SGSM3 SGSM3-AS1 MRTFA-AS1 COX6B1P3 RPL4P6 GAPDHP37 NDUFA6 NDUFA6-DT OLA1P1 CYP2D8P OGFRP1 RRP7A DNAL4 NPTXR CBX6 APOBEC3A APOBEC3B APOBEC3B-AS1 APOBEC3C APOBEC3F APOBEC3G TAB1 MGAT3 MGAT3-AS1 MIEF1 RPS19BP1 ENSG00000225929 ACR TRMU FAM136EP LINC02925 GRAMD4 CELSR1 RANGAP1 CRELD2 PARVB ZC3H7B TEF RNU6-495P TOB2 PHF5A POLR3H CSDC2 PMM1 DESI1 XRCC6 SNU13 RNU6-476P C22orf46 HMGN2P10 RNU6ATAC22P MOV10L1 PANX2 TRABD TRABD-AS1 SELENOO-AS1 TUBGCP6 HDAC10 MAPK12 MAPK11 MEI1 SREBF2-AS1 SREBF2 MIR33A TNFRSF13C MIR378I CENPM SMIM45 WBP2NL SLC25A5P1 NAGA PHETA2 SNORD13P1 CCDC134 KIAA0930 ARHGAP8 APOBEC3H RNU6-900P C22orf23 POLR2F MIR6820 MIR4534 PICK1 BAIAP2L2 RPS29P31 TOMM22 PRDX3P1 CYP2D6 MLC1 PLXNB2 ADSL GCAT GALR3 MIR658 MIR659 EIF3L MICALL1 ACO2 APOBEC3D TCF20 LMF2 NCAPH2 SCO2 TYMP KLHDC7B-DT KLHDC7B SYCE3 CPT1B CHKB-CPT1B CHKB CHKB-DT MAPK8IP2 ARSA H1-0 FAM227A ODF3B SHISA8 JOSD1 HMGN2P9 EFCAB6-DT SULT4A1 PNPLA5 ATF4 DMC1 ST13 SELENOO SCUBE1 SEPTIN3 ADM2 MIOX SBF1 RABL2B CYP2D7 MIRLET7A3 MIR4763 MIRLET7B PPARA CDPF1 SERHL2 RN7SKP80 RNU6-513P RNU12 ATP5MGL SMDT1 A4GALT RPL5P34 GOLGA2P4 ARFGAP3 CYB5R3 SUN2 BRD1 SLC16A8 CBY1 SHANK3 RNU6-409P IL17REL POLDIP3 RN7SKP210 UQCRFS1P1 GRAP2 ENSG00000225528 NFAM1 GTPBP1 RNU6-375P LRRC37A14P L3MBTL2 L3MBTL2-AS1 CHADL MIR6889 SOX10 MAFF TMEM184B RN7SL704P CSNK1E MCHR1 GGA1 SH3BP1 PDXP-DT PDXP RN7SL385P LGALS1 NOL12 PLA2G6 TPTEP2-CSNK1E TPTEP2 KCNJ4 KDELR3 DDX17 CYTH4 ELFN2 MFNG CARD10 CDC42EP1 LGALS2 TTLL8 RAC2 MRTFA EP300-AS1 TNRC6B-DT RRP7BP MIR3667HG MIRLET7BHG EPIC1 LINC01589 LINC02939 RPL23AP82 SERHL LINC01315 ENSG00000289963 LINC01644 TBC1D22A-DT NUP50-DT chr3p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p11 CSNKA2IP PROS2P MTCO2P6 ICE2P2 PSMC1P6 NDUFA5P5 EPHA3 HSPE1P19 MTCO1P6 GAPDHP50 RNU6-873P RNU6-712P CBX5P1 C3orf38 ABCF2P1 MIR4795 CHMP2B KRT8P25 CGGBP1 ZNF654 RNU6ATAC6P HTR1F APOOP2 POU1F1 chr3p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p12 RPL7AP23 VGLL3 GBE1 HNRNPA3P8 HMGB1P38 ENPP7P2 SETP6 CYP51A1P1 OR7E121P PPATP1 LINC02008 ZNF717 UNC93B3 OSBPL9P1 SRRM1P2 SNRPCP10 RPS3AP15 RARRES2P1 AGGF1P3 MRPS17P3 LINC02018 CLUHP10 LINC02070 LINC02077 LINC00971 LINC02050 EVA1CP5 ALG1L6P OR7E66P DUX4L26 OR7E22P OR7E55P LSP1P2 RN7SL647P MIR1324 RN7SKP284 RN7SL751P MIR3923 RNU2-28P MIR4273 RN7SKP61 RNU6-1129P LINC02025 CADM2 MIR5688 CADM2-AS2 CADM2-AS1 THAP12P2 FRG2C ROBO1 AKR1B1P2 CNTN3 NIPA2P2 RN7SL294P MIR4444-2 HNRNPA3P6 MYLKP1 CAP1P1 RNU6-386P VDAC1P7 RNU6-217P ROBO2 LINC00506 LINC00960 FAM86DP RPL23AP49 LINC02027 chr3p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p13 LAPTM4BP2 GPATCH11P1 GXYLT2 FTH1P23 PDZRN3 PSMD12P1 EBLN2 CCDC137P EIF4E3 COX6CP6 SAMMSON UBE2Q2P9 HMGB1P36 GPR27 PPP4R2 PDZRN3-AS1 PROK2 SHQ1 RNU6-1270P RNU7-119P RNU2-64P RNU7-19P RN7SL271P RNU6-281P RNU6-557P RNU1-62P RN7SL418P RNA5SP136 UQCRHP4 MDFIC2 FOXP1-AS1 MIR1284 FOXP1-IT1 MITF FOXP1 LINC02005 LINC02047 RYBP LINC00870 LINC00877 chr3p14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p14 KCTD6 LINC02030 RNF7P1 PTPRG ILF2P1 PDE12 LINC02040 SPATA12 PRICKLE2-AS3 PPIAP71 RPL10AP6 RPL17P17 CFAP20DC-DT PRICKLE2-AS1 ID2B FRMD4B DENND6A CADPS KBTBD8 UBA3 RPL21P41 FAM3D-AS1 FAM107A EOGT ADAMTS9-AS1 TMF1 DENND6A-AS1 FEZF2 ASB14 CFAP20DC-AS1 DENND6A-DT TAFA4 KRT8P35 SLMAP HESX1 EOGT-DT LINC00698 PPIAP70 UBL5P3 SUCLG2-DT FHIT ARL6IP5 ACOX2 ARHGEF3-AS1 MAGI1-IT1 COPS8P2 ENSG00000286967 MAGI1-AS1 RPLP0P8 FAM3D LINC00994 APPL1 SYNPR-AS1 PRICKLE2 PSMC1P1 SYNPR NDUFB4P1 PRICKLE2-DT IL17RD PRICKLE2-AS2 PRDX3P4 ADAMTS9 ARF4-AS1 ARF4 RBM43P1 RNU6-1181P RNU6-108P RNU6ATAC26P MIR4272 RNU6-483P RNA5SP135 RN7SL863P RNU6-139P RNA5SP134 MIR548BB RNU2-10P RNU6-739P MIR3136 SNTN THOC7 THOC7-AS1 SCAANT1 PSMD6-AS2 PSMD6-AS1 LMOD3 ATXN7 WNT5A-AS1 ERC2-IT1 MIR3938 RN7SKP45 RNA5SP133 CCDC66 C3orf14 SUCLG2 PSMD6 LRIG1 ARHGEF3 WNT5A RNU6-787P RN7SL482P FLNB-AS1 DNASE1L3 ABHD6 RPP14 PXK PDHB HTD2 PDHA1P1 PPIAP16 FLNB TASOR C3orf49 TAFA1 DNAH12 SLC25A26 MAGI1 CFAP20DC RPS15P5 ESRG CACNA2D3-AS1 LRTM1 LINC02017 ADAMTS9-AS2 PTPRG-AS1 ERC2 chr3p21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p21 KIAA1143 ZNF502 TMEM42 ZNF501 TGM4 RPS24P8 GNAI2 RPL12P44 TMEM115 GNAT1 EXOSC7 HYAL1 NPRL2 ANO10 ITIH4 ITIH1 KIF15 C3orf18 SMIM4 ZNF652P1 TUSC2 LINC02019 ZDHHC3 STIMATE-MUSTN1 ZMYND10-AS1 RASSF1-AS1 PBRM1 PPIAP69 SMARCC1 HYAL2 ABHD5 SFMBT1 MAPKAPK3 DOCK3 CYB561D2 MUSTN1 GNL3 ZMYND10 CLEC3B NT5DC2 ST13P14 ITIH4-AS1 TMEM158 MANF IP6K1 SPCS1 STAB1 CDCP1 NEK4 RBM15B SEMA3F SLC38A3 RNU5B-3P MIR564 MIR4787 RNU6-367P RNU6ATAC29P RNU6-856P RNU6ATAC16P SNORD19 SNORD19C SNORD69 MIR8064 RNA5SP131 MIR138-1 MIR5787 SNORD19B PRKAR2A-AS1 SLC25A20 ARIH2OS P4HTM DALRD3 MIR425 NDUFAF3 MIR191 LRRC2-AS1 TDGF1 ALS2CL TMIE PRSS50 PRSS46P PRSS43P PRSS44P PRSS42P MYL3 PTH1R NBEAL2 NRADDP MRPL57P3 STIMATE CISH HEMK1 AMT NICN1 RNA5SP130 BSN-DT BSN BSN-AS1 APEH RNF123 AMIGO3 GMPPB COX6CP14 SNORD13P3 KLHL18 RRP9 GPR62 ABHD14A-ACY1 ACY1 RPL29 DUSP7 POC1A ALDOAP1 ALAS1 TWF2 PPM1M WDR82 MIRLET7G GLYCTK GLYCTK-AS1 MIR135A1 PPP2R5CP BAP1 QRICH1 RN7SL182P QARS1 MIR6890 LAMB2 LAMB2P1 CCDC71 KLHDC8B C3orf84 IMPDH2 C3orf62 MIR4271 USP4 RHOA-IT1 PCBP4 CACNA2D2 ARIH2 GPX1 RHOA LIMD1-AS1 SACM1L SDHDP4 CXCR6 NRBF2P2 IQCF1 IQCF4P IQCF2 RN7SL504P IQCF5-AS1 IQCF5 PARP3 LINC01988 ZNF852 EI24P3 ZKSCAN7 ZNF660 MPRIPP1 ZNF197 ZNF197-AS1 ZNF35 SOCS5P3 SEMA3B MIR6872 LSMEM2 HYAL3 NAA80 PLXNB1 CCDC51 TMA7 TREX1 PFKFB4 MIR6823 UCN2 MIR711 UQCRC1 TMEM89 SLC26A6 MIR6824 CELSR3 MIR4793 NCKIPSD LINC02585 IP6K2 COL7A1 ABHD14B TLR9 GLT8D1 SEMA3G TNNC1 NISCH DNAH1 PTPN23 ELP6 BOLA2P2 RN7SL870P CSPG5 HIGD2AP2 DHX30 MIR1226 VPS26BP1 RN7SL664P CDC25A SNRPFP4 RNU7-128P NDUFB1P1 MIR4443 CAMP ZNF589 MRPS18AP1 NME6 FCF1P2 MIR2115 FBXW12 RN7SL321P ATRIP PRKAR2A LARS2 LARS2-AS1 LIMD1 CCR9 FLT1P1 CCR1 UQCRC2P1 CCR2 CCRL2 LINC02009 FAM240A ENSG00000288717 XCR1 CCR3 LTF RTP3 LRRC2 DCP1A SNORD38C SNORD63 CHDH IL17RB ACTR8 RASSF1 IFRD2 MAP4 DCAF1 RAD54L2 KIF9 CCDC12 TOPAZ1 TCAIM C3orf86 IHO1 SPINK8 ZNF445 SELENOK SCAP SHISA5 PHF7 WDR6 TKT ABHD14A ITIH3 MST1 SETD2 TEX264 RNA5SP132 GRM2 IQCF6 IQCF3 CDHR4 INKA1 UBA7 MIR5193 TRAIP CAMKV RN7SL217P ACTL11P MST1R MON1A RBM6 RBM5 RBM5-AS1 SEMA3F-AS1 FYCO1 CCR5 TCTA DAG1 SERBP1P3 RFT1 PRKCD PRSS45P USP19 RN7SL145P LZTFL1 CABYRP1 CACNA2D3 CACNA1D ZKSCAN7-AS1 CCR5AS PTPN23-DT KIF9-AS1 SEMA3B-AS1 TWF2-DT SLC6A20 chr3p22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p22 DYNC1LI1 RPL29P11 SEC13P1 HSPD1P6 IGBP1P3 FECHP1 PDCD6IP-DT ARPP21-AS1 SUSD5 LINC01811 ITGA9 SDAD1P3 TMPPE SUMO2P10 LRRFIP2 KRT8P18 ENSG00000226489 LINC02033 CMTM6 EPM2AIP1 PRADC1P1 RFC3P1 XYLB MYRIP CMTM8 COX6CP10 PDCD6IP NBPF21P SLC22A13 UBP1 RPL21P135 APRG1 NDUFAF4P3 GLB1 OXSR1 DLEC1P1 CRTAP CTDSPL FBXL2 CMTM7 CCR4 MIR548AY RNU6-243P RN7SL296P RNA5SP128 RN7SKP227 RNU7-110P MIR128-2 RNU6-235P RNU7-73P RNU6ATAC4P MLH1 DLEC1 PPP2R2DP1 ACAA1 RNU6-1227P WDR48 ACVR2B-AS1 ACVR2B DDTP1 RPL18AP7 SCN11A TRANK1 PLCD1 RPL30P4 CNOT10-AS1 SUGT1P2 RPL23AP43 TRIM71 SCN5A RPL35AP8 VIPR1 VIPR1-AS1 SEC22C SS18L2 RN7SL567P KLHL40 HHATL HHATL-AS1 CCDC13 CCDC13-AS1 HIGD1A ACKR2 CYP8B1 HNRNPA1P22 ZBTB47 SCN10A STAC SLC22A14 ARPP21 CLASP2 MIR26A1 VILL NKTR CNOT10 SNORA6 SNORA62 NFU1P1 MOBP KRBOX1 ZNF662 KRBOX1-AS1 SNRK RN7SL517P SNRK-AS1 GASK1A POMGNT2 DCLK3 GORASP1 EXOG CCR8 HNRNPA1P21 EEF1A1P24 SLC25A38 TTC21A MIR6822 CSRNP1 XIRP1 DSTNP4 CX3CR1 RNU4-56P RN7SL411P EIF1B PGAM1P3 ENTPD3 RPL14 ZNF619 ZNF620 RNU5B-2P ZNF621 RPL5P10 EEF1GP3 HMGN2P24 MRPS31P1 CTNNB1 ULK4 RN7SKP58 ATP6V0E1P2 RPL36P20 GEMIN2P2 TRAK1 TPMTP2 RNU4-78P CCK SALL4P6 EIF4BP4 LYZL4 OSBPL10 RPL21P40 NIFKP7 GPD1L RPSAP11 KRT18P15 RPSA MYD88 UBE2D3P2 RNU6-1301P UBE2FP1 TCEA1P2 RNA5SP129 GOLGA4 EIF1B-AS1 ENTPD3-AS1 GOLGA4-AS1 CCDC13-AS2 ZBTB47-AS1 ITGA9-AS1 chr3p23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p23 THRAP3P1 CNN2P6 H3P11 MIR466 RNA5SP127 GADL1 STT3B OSBPL10-AS1 ZNF587P1 ZNF860 chr3p24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p24 CIAO2AP1 RPL31P20 MESTP4 ZCWPW2 MTND4LP9 LINC01967 LINC01981 RPL24P7 PLCL2 ZNF385D THRB-IT1 EFHB SGO1 LINC00690 RPL39P18 SAP18P3 PP2D1 RBMS3-AS1 RBMS3-AS3 UBE2E1-AS1 CDYLP1 ZNF385D-AS2 LINC01980 LINC01985 ZNF385D-AS1 UBE2E2 LRRC3B-AS1 KAT2B CMC1 HSPA8P18 RFTN1 HMGB3P12 UBE2E2-DT RBMS3 RPS12P5 VENTXP4 KCNH8 RRBP1P2 AZI2 RBMS3-AS2 RANP7 RAB5A SGO1-AS1 VENTXP7 SALL4P5 RPEP2 NR1D2 TGFBR2 LINC00691 UBE2E1 NPM1P23 ARL4AP4 MIR4791 MIR3135A RNU6-788P RNU4-85P RNU6-822P MIR3714 RNU6-815P RNU6-922P DAZL THRB RPL15 MIR4442 CRIP1P2 NGLY1 RPL32P11 TAF9BP1 OXSM LINC00692 NKIRAS1 RAD23BP1 RNU6-138P THRB-AS1 EIF3KP2 RN7SL216P RNA5SP125 CFL1P7 RNA5SP126 H3P10 RARB MICOS10P3 RNU6-342P RPS20P15 RNU1-96P NEK10 SLC4A7 PLCL2-AS1 RNU7-10P ENSG00000286352 PDCL3P3 BALR6 TBC1D5 TOP2B LRRC3B SATB1 SATB1-AS1 HMGB1P5 KIAA1143P2 LINC02084 EOMES chr3p25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p25 WNT7A LMCD1-AS1 LINC02922 XPC-AS1 C3orf20 ATP2B2-IT1 SLC6A11 RAD18 VN1R20P FGD5P1 SRGAP3-AS3 LINC02011 SRGAP3-AS2 IQSEC1 IMPDH1P8 ATP2B2-IT2 FANCD2P2 LSM3 SYN2 CYCSP12 LINC00620 GRIP2 ATP2B2 NUP210P2 CHCHD4 FGD5 LINC01267 SRGAP3-AS1 MARK2P14 TPRXL RHBDF1P1 VN1R21P LINC00606 RNU4ATAC17P MIR563 RNU6-905P RN7SL147P RNA5SP124 CYCSP10 CYCSP11 FANCD2OS BRK1 IRAK2 LINC00852 GHRL GHRLOS SEC13 MIR378B XPC TMEM43 CAMK1 ARPC4-TTLL3 JAGN1 IL17RE PRRT3 PRRT3-AS1 CIDEC ACTG1P12 TIMP4 MTCO1P5 GSTM5P1 RNA5SP123 RNU6-377P CRIP1P1 TMEM40 KRT18P17 RPL32 SNORA7A MIR885 CAPN7 SH3BP5-AS1 SH3BP5 RNU6-454P HMGN2P7 METTL6 EAF1 RNU6-1024P EAF1-AS1 COLQ MIR4270 RN7SL110P HACL1 MIR3134 RN7SL4P TSEN2 MKRN2 ARPC4 OGG1 MTMR14 BRPF1 CRELD1 PPARG FANCD2 SRGAP3-AS4 PGAM1P4 THUMPD3 LHFPL4 DUSP5P2 MKRN2OS TADA3 SLC6A6 ANKRD28 SRGAP3 CPNE9 CCDC174 SETD5 HRH1 CHCHD4P4 ATG7 VGLL4 EMC3 TTLL3 TAMM41 RPUSD3 RPS3AP53 NR2C2 COL6A4P1 NUP210 HDAC11-AS1 HDAC11 FBLN2 RNU6-670P VHL RNU6-882P IL17RC SLC6A1-AS1 GALNT15 DPH3 OXNAD1 SLC6A1 BTD MRPS25 RBSN LMCD1 SSUH2 OR7E122P CAV3 OXTR TATDN2 RAF1 FGD5-AS1 CAND2 LINC02022 CIDECP1 EMC3-AS1 THUMPD3-AS1 chr3p26 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3p26 RPL23AP39 CHL1-AS1 CHL1 RPSAP32 CHL1-AS2 RPL21P17 CNTN4-AS2 GRM7-AS1 RPS8P6 PNPT1P1 HINT2P1 MRPS36P1 GRM7-AS2 LINC01986 GRM7-AS3 CNTN6 GRM7 CRB3P1 SUMF1 LRRN1 RPL23AP38 CNTN4 RNU6-1194P RN7SKP144 RN7SL120P BHLHE40 RNF10P1 UBTFL8 ARL8B EDEM1 MIR4790 RN7SL553P DNAJC19P4 CNTN4-AS1 IL5RA MRPS10P2 EGOT ITPR1 CRBN SETMAR TRNT1 BHLHE40-AS1 ITPR1-DT LINC01266 chr3q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q11 CPOX WDR82P1 RPS18P6 RPL38P4 LINC00879 ARMC10P1 GPR15 ENSG00000283544 CLDND1 RNU6-488P PROS1 RNU6-511P HMGN1P7 STX19 DHFR2 NSUN3 RBBP4P2 ARL13B OR5K1 OR5H8 OR5AC4P POU5F1P7 OR5H1 OR5H14 OR5H5P OR5H3P OR5H4P OR5H7P OR5H6 OR5K2 OR5H15 GABRR3 OR5BM1P MTHFD2P1 HNRNPKP4 MIR8060 RNU6-1094P RPL18AP8 RCC2P5 CDV3P1 EPHA6 CRYBG3 RIOX2 OR5AC1 OR5AC2 OR5H2 OR5K4 OR5K3 UBFD1P1 ARL6 chr3q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q12 VTI1BP1 LINC00973 IMPG2 TMEM30CP TBC1D23 TOMM70 SENP7 ACTG1P13 ACTR3P3 CMSS1 NIT2 DUSP12P1 LNP1 COL8A1 ZNF90P1 MIR3921 RNU6-461P ADGRG7 GMFBP1 RNU6-865P FAM136CP FAM172BP PCNP RPL32P7 RNU6-1256P RNY1P12 RPL24 CEP97 TMEM45A ABI3BP TFG ZPLD1 FILIP1L NXPE3 NFKBIZ LINC02085 TRMT10C ZBTB11 WWP1P1 ST3GAL6-AS1 PDLIM1P4 DCBLD2 RNU6-26P RNU6-1263P ST3GAL6 PDCL3P4 ZBTB11-AS1 chr3q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q13 FCF1P3 CSP2 MTND1P16 MTATP6P22 TUBBP11 NDUFA4P2 CBLB MTND4P16 LINC01990 MTND6P6 GUCA1C H3P12 ALCAM LINC00636 ABHD10 GCSAM BBX RAP1BP2 PTMAP8 MTND5P16 MTND4LP3 LINC01205 MTND2P14 CD200 LINC01215 MTCO1P35 TMEM39A TIMMDC1 DZIP3 CFAP44-AS1 TUSC7 DPPA2 PLA1A NFYBP1 TEX55 CCDC54 LINC00901 CD80 RPS26P21 MTND3P6 MTCO2P29 C3orf85 B4GALT4-AS1 CFAP44 BZW1P2 PPIAP15 IGSF11 SPICE1 MORC1 LRRC58-DT TAGLN3 IFT57 LSAMP RPL10P7 MTCO3P35 B4GALT4 BTLA SLC9C1 RPSAP29 ATG3 UPK1B TRAT1 TIMMDC1-DT MORC1-AS1 ZBED2 RFKP2 LINC00488 ARHGAP31-AS1 PHLDB2 OR7E100P SLC35A5 ILDR1 DIMT1P1 ATP6V1A NT5C3AP2 FSTL1 USF3 ENSG00000239482 ATP6V0CP2 LINC02024 NECTIN3 IGSF11-AS1 PLCXD2 LINC02042 LSAMP-AS1 SIDT1-AS1 TBILA NDUFB4 ARHGAP31 PLCXD2-AS1 LINC00903 LINC00635 GTF2E1 LINC02049 NAP1L1P3 GRAMD1C HGD POGLUT1 MTCO1P29 CD96 MIR548AB RNU6-1236P RNU6ATAC15P MIR4445 RNU6-1127P RN7SL815P RN7SL582P RNU1-43P MIR8076 MIR5682 MIR4447 RNU5E-8P RN7SL767P MIR567 MIR4446 RNU6-1200P RNU6-1308P H2BP3 FAM214BP1 TIGIT MIR568 ZBTB20-AS1 ZBTB20-AS5 ZBTB20-AS2 MIR4796 ZBTB20-AS3 YBX1P3 ZBTB20-AS4 EIF4E2P2 ZBTB20 GAP43 ZNF80 RABL3 STXBP5L SIDT1 C3orf52 CCDC80 LRRC58 MIR198 CFAP91 PHB1P8 RN7SL762P RN7SL397P GSK3B POPDC2 CD47 COX17 GPR156 NR1I2 POLQ RPL7AP11 ARGFX FBXO40 RETNLB BOC HNRNPA1P17 SNORA70 MYH15 HCLS1 RN7SL172P RNU4-62P IQCB1 EAF2 SLC15A2 NAA50 CIP2A ADPRH CD86 CASR DPPA4 DUBR CD200R1L-AS1 CD200R1L CD200R1 GTPBP8 NEPRO LINC02044 VPS26AP1 ZDHHC23 CCDC191 QTRT2 DRD3 HHLA2 GOLGB1 TMPRSS7 CCDC54-AS1 NEPRO-AS1 NECTIN3-AS1 GSK3B-DT LINC00882 chr3q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q21 HEG1 ALDH1L1-AS1 OR7E29P LINC02035 LINC02016 OR7E130P LINC01471 SNX4 TPRA1 HSPBAP1 OR7E93P C3orf56 SLC41A3-AS1 OSBPL11 PDIA5 HACD2 LINC02034 RUVBL1 PARP14 CHCHD6 EEFSEC SLC49A4 SEMA5B RPS27P12 OR7E53P OR7E97P RNA5SP137 RNU6-823P MIR6825 MIR7976 RNU6-1047P MIR7110 RNU1-30P DNAJB8-AS1 GATA2-AS1 TMED10P2 RPN1 POU5F1P6 MARK2P8 LINC01565 CNBP ALDH1L1 FTH1P4 RN7SL698P RPS15AP16 MARK2P17 MARK3P3 MARK2P6 MYLK-AS2 MIR5002 RPL7P15 RAB7A CCDC14 PRR20G ENSG00000287440 KLF15 CFAP100-DT CFAP100 ZXDC UROC1 C3orf22 RNA5SP138 NUP210P1 RCC2P4 SLC41A3 SLC12A8 ACAD9 GP9 RAB43 ISY1-RAB43 ISY1 TXNRD3 PLXNA1 MIR6083 RNU6-143P UMPS MIR544B ITGB5 ITGB5-AS1 ENO1P3 MUC13 KALRN ENSG00000272840 MIR548I1 RPS3AP14 SNRPCP11 LINC02614 ENPP7P4 ROPN1B EFCC1 COPG1 MIR6826 HMCES H1-10 H1-10-AS1 NUP210P3 SNORA7B EFCAB12 MBD4 MCM2 PODXL2 ABTB1 KBTBD12 RNA5SP139 RNU2-37P RUVBL1-AS1 MGLL MYLK CHST13 HNRNPA1P23 CSTA MIX23 FAM162A WDR5B KPNA1 PARP9 DTX3L PARP15 EIF4BP8 ROPN1 CFAP92 DNAJB8 WDR5B-DT GATA2 RPL32P3 IFT122 SEC61A1 SEC22A ADCY5 RNU6-230P MIR5092 DUTP1 DNAJB6P7 RNU6-232P ZNF148 ALDH1L1-AS2 ACAD9-DT FAM86JP MYLK-AS1 ALG1L ENSG00000289469 chr3q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q22 RAD51AP1P1 HSPA8P9 COL6A4P2 ACP3 NPM1P17 BFSP2 MRAS IL20RB TMEM108-AS1 ESYT3 STAG1 SOX14 IL20RB-AS1 HMGN1P10 CEP70 NUDT16-DT PPIAP72 GAPDHP39 NCK1 NEK11 LINC01210 RPL23AP40 SLC35G2 STAG1-DT EEF1A1P25 LINC02000 NPHP3-AS1 NIP7P2 DNAJC13 PIK3CB RNU6-1284P RNA5SP142 RNU6-789P HMGB3P14 RPL39P5 HMGN1P9 HMGB3P13 KY RNU6-1174P RNA5SP141 NUDT16 PIK3R4 RN7SKP212 GSTO3P RNU6-726P ATP2C1 ASTE1 RYK ATP5MC1P3 LINC01391 FOXL2 FOXL2NB ACAD11 NPHP3-ACAD11 ACKR4 HSPA8P19 RAB6B C3orf36 ANAPC13 AMOTL2 TMEM108 RNU6-678P RNA5SP140 TF SLCO2A1 NPHP3 UBA5 EPHB1 RHO H1-8 PLXND1 RN7SL752P CEP63 MRPL3 SNORA58 BCL2L12P1 MIR5704 PSMC2P1 RPL7P16 CPNE4 BFSP2-AS1 CDV3 TOPBP1 COL6A6 SRPRB FAIM NCK1-DT COL6A5 TMCC1 RNY3P13 TMCC1-DT TRH OR7E129P OR7E21P EVA1CP6 ALG1L2 LINC02014 LINC02021 ENPP7P3 SNRPCP8 CLDN18 DZIP1L KRT8P36 A4GNT DBR1 ARMC8 NME9 INHCAP FAM86HP LINC02004 NUDT16L2P NDUFS6P1 PPP2R3A TDGF1P6 PCCB MSL2 chr3q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q23 RNF7 HMGN2P25 ENSG00000286822 ATP1B3-AS1 CLSTN2-AS1 LINC02618 RBP1 PXYLP1 ATP1B3 KRT18P35 YWHAQP6 TPT1P3 ATR RASA2-IT1 TRMT112P5 PAQR9-AS1 CLSTN2 TRIM42 GK5 NMNAT3 U2SURP RN7SKP124 RN7SL724P RNU6-509P RNU6-425P RNU6-1294P RNU1-100P TFDP2 PRR23A PRR23B PRR23C RPL7L1P7 BPESC1 PISRT1 RBP2 ACTG1P1 COPB2 XRN1 RPL6P9 RNA5SP143 PLS1 PLS1-AS1 RN7SKP25 RNU7-47P PCOLCE2 PAQR9 ZBTB38 GRK7 MRPS22 RASA2 RPL23AP41 SLC25A36 TRPC1 SPSB4 ENSG00000243818 COPB2-DT chr3q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q24 GM2AP1 LINC02032 RPL21P39 ZIC1 PBX2P1 LINC02045 RPL21P71 SLC9A9-AS1 LINC02010 SLC9A9-AS2 NPM1P28 LINC02046 SLC9A9 LARP7P4 PLOD2 LNCSRLR HNRNPA1P20 CHST2 ZIC4-AS1 GAPDHP47 ST13P15 RNA5SP144 RNU6-505P CPA3 UBQLN4P1 GYG1 HLTF HLTF-AS1 MED28P2 HPS3 DIPK2A ZIC4 RPL38P1 HMGB1P30 PLSCR4 PLSCR1 RNU6-428P PLSCR5-AS1 CPB1 AGTR1 PLSCR5 PLSCR2 chr3q25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q25 MINDY4B RPL32P9 COMMD2 FKBP1AP4 LINC02029 PFN2-AS1 SUCNR1 VN2R1P KCNAB1-AS1 CPHL1P PPM1L CP CLRN1-AS1 MRE11P1 TM4SF18 SYPL1P1 LINC02917 AADAC AADACL2 IL12A-AS1 ARHGEF26 TM4SF1 TMEM183BP TMEM14EP SIAH2 DYNLL1P5 NPM1P29 KRT18P34 ERICH6 GMPS P2RY1 SERP1 IFT80 AADACL2-AS1 LINC02006 DHX36 VEPH1 SLC33A1 RPL32P8 RPL35AP10 HMGN2P13 ANKUB1 WWTR1-IT1 TM4SF4 PPIAP73 SNRPCP3 PA2G4P4 GPR149 ATP5MGP5 TIPARP RPL21P42 LINC00880 LINC02877 SETP14 LINC02066 ENSG00000244503 WWTR1-AS1 ALG1L15P LINC00886 HNRNPA1P24 METTL15P1 DDX50P2 SIAH2-AS1 KCNAB1-AS2 TM4SF1-AS1 LINC01213 KLF3P2 PLCH1-AS1 PLCH1-AS2 RPL6P7 RPL7AP24 RPL9P15 C3orf33 RAP2B LINC01998 RN7SL300P RN7SL715P RN7SKP46 RNU6-901P RN7SKP177 RNU6-1098P RNU6-720P RNU6-507P RNA5SP146 PTX3 MME-AS1 LINC01487 STRIT1 PABPC1P10 CCNL1 SSR3 PLCH1 WWTR1 RNF13 SMC4 MIR15B MIR16-2 TRIM59 B3GAT3P1 RNU7-136P KPNA4 SCARNA7 KRT8P12 RPL6P8 ARL14 SNORA72 PPM1L-DT CLRN1 KCNAB1 MME C3orf80 MLF1-DT MTAPP1 RSRC1 MBNL1 RNA5SP145 GPR171 P2RY14 SETP11 GPR87 P2RY13 P2RY12 MRPL42P6 MIR5186 IGSF10 RARRES1 MFSD1 RPL35AP9 GPR79 IQCJ MIR3919 IQCJ-SCHIP1-AS1 RNU2-31P SCHIP1 LINC01100 LINC01214 EIF2A SHOX2 SELENOT LEKR1 MED12L TSC22D2 IQCJ-SCHIP1 PFN2 TIPARP-AS1 MLF1 GFM1 LXN BRD7P2 IL12A AADACP1 ARHGEF26-AS1 ERICH6-AS1 MBNL1-AS1 LINC00881 SLC66A1L chr3q26 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q26 LINC01323 B3GALNT1 BCHE MTCO3P38 RPS6P4 EGFEM1P KLF7P1 TMEM212-AS1 PSAT1P4 TOMM22P6 RPL21P43 TNFSF10 LINC01192 LINC01326 MTND3P7 PHC3 FNDC3B EEF1B2P8 LINC01324 SI RPL22L1 SPATA16 MECOM-AS1 MCUR1P2 MTND4P17 SDHDP3 TMEM212 PPIAP74 LINC02068 TTC14-DT NAALADL2-AS1 HMGN2P26 LINC01208 SLC2A2 SLITRK3 LINC00578 KRT8P13 LINC01997 SKIL NAALADL2-AS3 UBE2V1P2 ATP5MC1P4 TNIK PRKCI LINC02053 LINC02082 NAALADL2 RPSAP33 DCUN1D1 SLC31A1P1 LINC02023 LINC02031 MTND4LP10 BZW1P1 SLC7A14-AS1 RPL22P1 SOX2 ATP11B TBL1XR1-AS1 ASS1P7 NAALADL2-AS2 KCNMB2-AS1 MECOM CBX1P5 RPL7AP25 LINC01014 ACTG1P23 LINC01995 LINC01994 GHSR LINC01206 SLC7A14 EI24P1 PPIAP75 EIF4EP3 LINC00501 LINC01209 GOLIM4 ATP11B-DT MTND5P15 TMEM212-IT1 RPL7L1P8 RPS27AP8 EIF5A2 RN7SKP298 RNU2-20P RNU7-82P MIR6828 MIR569 MIR551B RN7SKP52 RNU6-315P RNU6-1120P RNU6-547P RNU6-637P MIR1263 MIR7977 RNU6-348P RN7SKP40 RN7SKP265 RNU6-486P RNU1-70P SNORA72 RNA5SP147 RNU4-4P MIR4789 RN7SL703P RNU6-681P RNU6-1233P RNU4-91P RNU6-1317P RNA5SP150 RNA5SP148 RN7SL141P CLDN11 NCEH1 TBL1XR1 LINC01327 ZBBX LRRFIP1P1 ZNF639 MFN1 GNB4 MTHFD2P7 ACTL6A MRPL47 NMD3 PDCD10 HMGN1P8 SERPINI1 MEMO1P3 ECT2 H3P13 PEX5L-AS1 PEX5L-AS2 PEX5L RNA5SP149 GAPDHP36 RALBP1P1 NDUFB5 USP13 ZMAT3 PIK3CA-DT PIK3CA WDR49 KCNMB2 PLD1 TERC ACTRT3 MYNN LRRC34 LRRC31 KRT18P43 SAMD7 ENSG00000239219 SEC62 SEC62-AS1 GPR160 RNU4-38P KMT5AP3 LRRIQ4 KCNMB3 EEF1GP4 PSMC1P7 SPTSSB LINC02067 RPL23AP42 OTOL1 NLGN1-AS1 RN7SKP234 ANAPC15P2 NLGN1 SERPINI2 TTC14 CCDC39 CCDC39-AS1 ENSG00000285336 RN7SL229P FLYWCH1P1 RPL32P10 DNAJC19 RNU6-4P FAUP2 FXR1 LRRC77P LINC01322 LINC02015 SOX2-OT chr3q27 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q27 MAP3K13 LAMP3 RTP1 MCCC1-AS1 RPL4P4 ADIPOQ-AS1 YEATS2-AS1 SST KLHL24 RTP4 DGKG KLHL6 LINC01840 B3GNT5 LINC01991 EHHADH ENSG00000198491 EIF2B5 RTP2 LINC02041 IGF2BP2-AS1 HRG-AS1 FLJ42393 BCL6 YEATS2 SENP2 ENSG00000283175 TMEM41A ADIPOQ ETV5 ETV5-AS1 EPHB3 LIPH KLHL6-AS1 ENSG00000228804 SNORA63D RNA5SP151 SNORA63E IGF2BP2 PARL MAP6D1 MIR1224 ALG3 EEF1AKMT4 EEF1AKMT4-ECE2 CAMK2N2 PSMD2 EIF4G1 SNORD66 FAM131A CLCN2 LINC02054 LINC01839 MAGEF1 LINC02069 C3orf70 EHHADH-AS1 EIF2S2P2 MIR5588 VPS8 THPO PSMD10P2 RNU6-1105P GPS2P2 EIF4A2 SNORD2 SNORA63B MIR1248 SNORA81 SNORA63 SNORA4 LINC02043 RPS20P14 RPL39L ST6GAL1 ECE2 MASP1 LINC02020 LINC02052 LINC02051 CRYGS TBCCD1 AHSG FETUB HRG DNAJB11 RFC4 KNG1 MCF2L2 LPP MIR548AQ TRA2B NMRAL2P VWA5B2 MCCC1 POLR2H HTR3C HTR3C2P HTR3E-AS1 HTR3E HSP90AA5P EIF2B5-DT ABCF3 RPSAP31 MIR4448 CYP2AB1P ABCC5 ABCC5-AS1 EEF1A1P8 HTR3D DVL3 AP2M1 CHRD LPP-AS2 ENSG00000272970 LINC00888 chr3q28 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q28 NMNAT1P3 TPRG1-AS2 IL1RAP MTAPP2 CCDC50 OSTN-AS1 PYDC2 LINC02013 CCT6P4 PYDC2-AS1 LPP-AS1 P3H2 TPRG1 GMNC MIR944 RN7SKP296 MIR28 RNU6-1109P CLDN1 GCNT1P3 CLDN16 TP63 RN7SKP222 FGF12-AS1 FGF12-AS2 FGF12-AS3 TMEM207 OSTN UTS2B P3H2-AS1 TPRG1-AS1 chr3q29 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr3q29 ATP13A4-AS1 OPA1-AS1 LINC02036 EEF1A1P23 TM4SF19-AS1 MUC4 HES1 DYNLT2B MUC20-OT1 SLC51A LINC02048 LINC02026 LINC01972 PCYT1A LINC02924 LRCH3 FBXO45 SDHAP2 RPS29P3 FYTTD1 BDH1 PLAAT1 LINC02028 UBXN7-AS1 RNF168 TM4SF19-DYNLT2B LINC02012 ZDHHC19 RUBCN MB21D2 ENSG00000213519 WDR53 SMBD1P LINC01968 ATP13A5-AS1 UBXN7 ATP13A4 DPPA2P3 SMCO1 VEZF1P1 RN7SL215P RNU6-910P RNU6-1279P RN7SL434P RN7SL738P RN7SL447P MIR570 MIR922 TM4SF19 CPN2 LRRC15 RNU6-1101P RPL23AP93 LSG1 FAM43A NRROS RNU6-646P PAK2 RNU4-89P RNU6-42P CEP19 LINC01983 KIF3AP1 MIR6829 TNK2-AS1 RNU2-11P SDHAP1 RNU7-18P TMEM44 OPA1 RNU1-20P PIGX FGF12 GP5 ATP13A5 MUC20 NCBP2 NCBP2-AS1 NCBP2AS2 PIGZ RPSAP69 ATP13A3 LINC00887 LINC02038 LINC02037 LINC01063 IQCG RNU6-858P RPL35A RNU6-621P LMLN-AS1 RNU6-821P FRG2FP TUBB8P8 FAM157A RNU6-860P CICP6 SEPTIN14P3 LMLN SENP5 MELTF DLG1 MIR4797 DLG1-AS1 TNK2 TFRC XXYLT1 XXYLT1-AS1 MIR3137 RN7SL36P RNU6-25P ACAP2 ACAP2-IT1 PPP1R2 RNU6ATAC24P RN7SL73P APOD MUC20P1 SDHAP4 ANKRD18DP LINC00885 MELTF-AS1 XXYLT1-AS2 TMEM44-AS1 ATP13A3-DT TMEM44-AS2 chr4p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p11 SLAIN2 OCIAD2 MTCO3P42 ZAR1 SNX18P23 SNX18P24 OCIAD1-AS1 SNX18P25 FRYL MTND3P22 MTCO3P39 CWH43 TPI1P4 SLC10A4 ANKRD20A17P RNU6-158P RNU5E-3P OCIAD1 TEC chr4p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p12 COMMD8 RAC1P2 GABRB1 CORIN ENSG00000282904 THAP12P9 COX7B2 ATP10D PRDX4P1 GABRA4 GABRG1 RNU6-931P RNU6-412P RN7SKP199 MIR8053 NFXL1 NIPAL1 RNU6-838P GABRA2 CNGA1 GUF1 GNPDA2 YIPF7 TXK chr4p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p13 ENSG00000250863 LIMCH1 KCTD8 LINC02475 NDUFB4P12 RN7SL193P OR5M14P PHOX2B PHOX2B-AS1 RNU1-49P HMGB1P28 LINC00682 TMEM33 DCAF4L1 SLC30A9 ATP1B1P1 BEND4 ENSG00000250781 SHISA3 RPS7P7 CCNL2P1 RN7SKP82 GRXCR1 LINC02383 RN7SL691P APBB2 UCHL1-DT UCHL1 RPL12P20 ATP8A1 ATP8A1-DT chr4p14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p14 C4orf19 LINC02513 PABPC1P1 ENSG00000205794 CHRNA9 ELOCP33 LINC02505 RBM47 RELL1 WDR19 LINC02278 KRT18P25 LINC02616 PDS5A ZBTB12BP SMIM14 UBE2K ENSG00000247810 KLF3 LINC01258 N4BP2 NWD2 MIR1255B1 RN7SL558P RNU6-1112P MIR4802 RNU7-74P RNA5SP159 MIR4801 RNU7-11P RNU6-32P RNU6-887P KLB MIR5591 LIAS UGDH RPL9 DTHD1 TMEM156 KLHL5 RFC1 ARAP2 SMIM14-DT LINC01259 ENSG00000247193 RNA5SP158 TLR10 TLR1 TLR6 FAM114A1 MIR574 PGM2 PSME2P4 MRPS33P2 PTTG2 TBC1D1 NSUN7 ARL4AP2 RNA5SP160 RNU6-836P RNU6-1195P RHOH LINC02265 KLF3-AS1 UGDH-AS1 chr4p15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p15 ERVH-1 LINC00504 DHX15 CDC42P6 LINC01182 RNPS1P1 MTND2P31 C1QTNF7-AS1 RPS21P4 LINC02438 ENSG00000250092 LDB2 ECM1P2 SLIT2-IT1 KCNIP4-IT1 HSP90AB2P CPEB2-DT ADGRA3 LINC02472 RFPL4AP3 TBC1D19 PPARGC1A MTCO3P44 LINC02270 SLIT2 KCNIP4 RPS3AP17 SEL1L3 MTND4P9 RPS29P11 HS3ST1 LINC02364 LINC02484 TAPT1-AS1 MTND4LP22 LINC02501 ENSG00000250954 LINC02353 LINC02360 SLC34A2 MESTP3 MTND3P5 LINC02261 SEC63P2 LINC02493 SLIRPP2 PACRGL MTND5P4 IGBP1P5 MAPRE1P2 LINC01085 ZEB2P1 EEF1A1P21 RNA5SP156 RNU6-578P SNORA63 RN7SKP170 MIR572 SNORA75B MIR573 RN7SL16P RNU6-420P MIR218-1 MIR7978 RNA5SP157 RN7SL101P MIR4275 RNU7-126P RNU6-573P NACAP5 MED28-DT MED28 FAM184B DCAF16 NCAPG KRT18P63 CD38 HPRT1P1 FGFBP1 FGFBP2 PROM1 TAPT1 FBXL5 FAM200B BST1 ANAPC4 C1QTNF7 CPEB2 RAB28 PIMREGP4 LINC02357 CCKAR LGI2 SEPSECS-AS1 PI4K2B SEPSECS CC2D2A RBPJ ZCCHC4 GBA3 SMIM20 LCORL ATP5MGP3 LINC02473 HNRNPA1P65 SOD3 CCDC149 MTCYBP43 LINC02497 RPS7P6 QDPR CLRN2 LAP3 PCDH7 STIM2 LINC01097 NKX3-2 LINC01096 BOD1L1 MIR5091 RPL32P12 LINC02506 STIM2-AS1 chr4p16 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4p16 PIGG ENPP7P9 ABCA11P GRPEL1 SLC2A9 ZNF595 CPZ OR7E83P STK32B MSX1 LINC01396 ENSG00000250238 CYTL1 TRMT44 TBC1D14 SNRPCP13 DRD5 ALG1L7P HMX1 ENPP7P11 GPR78 OR7E84P OR7E86P LINC02498 EVA1CP1 ZNF518B ZNF732 ZNF721 OR7E85P BNIP3P41 ZNF141 FAM86EP PSAPL1 ZNF718 ZNF519P4 UNC93B7 OR7E35P ACOX3 ENSG00000245748 LDHAP1 ZNF876P EVC2 FAM86MP CCDC96 PPP2R2C TADA2B ALG1L3P RPS3AP19 EVA1CP2 MIR571 RN7SKP113 RN7SKP36 MIR4798 RN7SKP292 MIR548I2 RNA5SP152 RNA5SP154 RN7SKP275 LINC01587 FAM86KP ALG1L14P USP17L10 USP17L11 USP17L12 USP17L13 USP17L17 USP17L18 USP17L23 USP17L5 USP17L27 USP17L28 USP17L29 USP17L30 DEFB108F RNA5SP153 DEFB130D USP17L20 USP17L21 USP17L22 USP17L24 USP17L25 USP17L26 USP17L14P USP17L16P USP17L19 USP17L9P USP17L6P SLBP TMEM129 LETM1 FGFR3 OR7E85BP UNC93B8 OR7E111FP SNRPCP16 ENPP7P10 USP17L15 SCARNA22 NELFA MIR943 NAT8L NSD2 MAEA UVSSA NKX1-1 ENSG00000228919 MIR95 GMPSP1 HTRA3 ABLIM2 MFSD10 NOP14 GRK4 RNU6-204P HTT-AS MSANTD1 RPL7AP29 MIR4274 AFAP1-AS1 AFAP1 JAKMIP1-DT ENSG00000286176 SORCS2 SH3TC1 WFS1 HTT TACC3 OR7E103P UNC93B4 OR7E99P OR7E43P OTOP1 TMEM128 ZBTB49 STX18 STX18-IT1 RPS7P15 NSG1 MAN2B2 LINC02482 S100P MRFAP1L1 BLOC1S4 KIAA0232 LINC02481 C4orf48 CLNK MRFAP1 RPS3AP16 LYAR HGFAC DOK7 LRPAP1 RGS12 DEFB131A FAM53A TMEM271 PDE6B PDE6B-AS1 ATP5ME SLC49A3 PCGF3-AS1 CPLX1 MYL5 EVC CRMP1 C4orf50 MIR378D1 POLN HAUS3 COX6B1P5 MXD4 MIR4800 ZFYVE28 RN7SL589P CFAP99 GAK TMEM175 DGKQ SLC26A1 IDUA FGFRL1 ENSG00000251652 SPON2 CTBP1-AS CTBP1-DT RNF4 FAM193A TNIP2 SH3BP2 ADD1 LINC00955 LINC02171 LINC02600 ADRA2C OR7E163P OR7E162P RNF212 SLC2A9-AS1 MIR3138 RNA5SP155 RAF1P1 WDR1 ENSG00000170846 PCGF3 FAM90A26 JAKMIP1 ENSG00000250915 ENSG00000283183 STX18-AS1 NOP14-AS1 LINC02447 LINC02517 TMED11P CTBP1 chr4q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q12 EXOC1 HOPX MORF4L2P1 LINC02283 CLOCK RPL22P13 RPL21P44 SRIP1 FIP1L1 RPS26P24 LINC02380 LNX1 LNX1-AS1 GSX2 PDCL2 ENSG00000173966 CHIC2 LNX1-AS2 GLDCP1 ENSG00000249341 PDGFRA CEP135 NMU LINC02358 SRP72 THEGL RNU6-276P RN7SKP30 RNU6-310P RNU6-652P USP46-DT LINC01618 MIR4449 SNORA26 ERVMER34-1 RASL11B DANCR ARL9 RPL17P20 RN7SL492P RN7SL357P NOA1 POLR2B RNU6-998P IGFBP7 UBE2CP3 REST PAICS EXOC1L RNU6-746P LRRC34P2 FCF1P8 SRD5A3-AS1 TMEM165 RPL38P3 RNU6-410P RN7SL424P KDR RN7SL822P SRD5A3 LINC02928 RNA5SP161 RNU6-197P MRPL22P1 AASDH RPL7AP31 PPAT LINC02260 KIT SCFD2 SPINK2 CRACD IGFBP7-AS1 RNU6-1252P USP46 DCUN1D4 DUTP7 LRRC66 SGCB LINC02480 SPATA18 chr4q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q13 MTCO3P27 MTND3P24 LINC02494 HMGN1P11 LINC02271 MTCYBP16 CENPC MTCO3P28 TECRL UGT2B27P EXOC5P1 UGT2B24P RPS23P3 MT2P1 UGT2B10 SULT1B1 ANKRD17-DT MTND6P16 HNRNPA1P67 AFM CABS1 TMPRSS11B ST3GAL1P1 SMR3B UGT2B11 APOOP4 LARP1BP1 SMR3A STAP1 PPBPP1 TMPRSS11D UGT2B28 HMGA1P2 UGT2B7 LINC02619 ADAMTS3 MTND5P13 FTLP10 PARM1 TMPRSS11GP UGT2B4 MTND4LP31 TMPRSS11BNL BTC CXCL6 AFP UBA6 PARM1-AS1 TMPRSS11CP IFITM3P1 UGT2A3 UGT2B25P MUC7 OPRPN ENSG00000250075 RPL17P19 ALB TMPRSS11E TMPRSS11F UGT2B26P POLR2MP1 LINC02429 SYT14P1 MTND2P41 LINC02562 LINC02496 DPP3P1 HSPE1P23 MIR548AG1 RNU6-1325P RNU6-699P MIR1269A RNU6-191P RNU1-63P RNA5SP527 RNU6-95P SNORA62 RNU6ATAC5P RNU4ATAC9P AMTN ENAM UTP3 RNU6-520P RNU6-784P RUFY3 RNU6-891P GNRHR COX18 MOB1B SULT1D1P SULT1E1 CSN1S1 STATH HTN1 CSN1S2AP PRR27 HTN3 JCHAIN YTHDC1 EFL1P2 LINC02835 RPL6P10 RNU2-40P ADGRL3-AS1 RPS15AP17 RPL21P47 TMPRSS11A EPHA5 CXCL2 EPGN NPFFR2 UGT2B29P UGT2B17 UGT2B15 ADGRL3 UGT2A3P7 UGT2A2 AMBN GRSF1 ANKRD17 UGT2A1 PF4V1 CXCL1 HNRNPA1P55 CXCL1P1 PF4 PPBP CXCL5 RN7SL218P CXCL3 PPBPP2 CSN2 ODAM FDCSP LINC02499 RASSF6 UMLILO CXCL8 MTHFD2L EREG AREG DCK SLC4A4 LDHAL6EP GC RNA5SP163 CSN3 LINC02232 UBA6-DT EPHA5-AS1 chr4q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q21 LINC02483 HMGB1P44 SDAD1 SHROOM3 SCD5 NAA11 HNRNPD LIN54 THAP9 GK2 LINC00575 PRDM8 NPM1P41 PRKG2-AS1 CDS1 GPAT3 HNRNPA1P56 THAP6 MRPL1 COPS4 SHROOM3-AS1 WDFY3-AS2 SEC31A VAMP9P RPL7AP26 HNRNPA3P13 LINC02994 MTCYBP44 TMEM150C WDFY3-AS1 SLC10A6 BIN2P1 COX5BP1 CDKL2 IGBP1P4 ARHGAP24 THAP9-AS1 PRDM8-AS1 CCNG2 PTPN13 RPL3P13 RNU5A-2P RNU6-499P RNU6-774P RN7SKP48 MIR575 RN7SL552P RNU6-469P RNU6-615P MIR4451 ODAPH SOWAHB TXNP6 CCNI RPL7P17 RNU6-1187P MAPK10 MAPK10-AS1 RN7SKP96 MIR4452 CFAP299 WDFY3 RPL6P13 C4orf36 TECRP1 HIGD1AP13 BMP2K-DT PAQR3 RN7SL127P USO1 RNU2-16P PPEF2 NAAA BMP3 SEPTIN11 G3BP2 PLAC8 COQ2 HPSE HELQ MRPS18C ABRAXAS1 SLC25A14P1 RPL30P5 KPNA2P1 RPSAP39 OR7E94P LINC02469 PCAT4 SNORA75 ANTXR2 BMP2K NKX6-1 HNRNPDL SERBP1P5 MICOS10P4 ANXA3 FRAS1 SDAD1-AS1 CXCL9 CXCL10 CXCL11 ENSG00000225846 FAM47E FAM47E-STBD1 STBD1 SNX5P1 RNU6-1000P ENSG00000240426 AFF1 FGF5 RCHY1 CXCL13 PRKG2 RNU6-145P MIR4450 MIR548AH CCDC158 RASGEF1B ENOPH1 CNOT6L SCARB2 NUP54 HNRNPD-DT ART3 LINC01094 LINC01088 LINC00989 chr4q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q22 NUDT9 PDHA2 FAM13A HERC3 LINC02267 STPG2-AS1 COX7A2P2 NAP1L5 BMPR1B-DT PPM1K PDLIM5 UNC5C UNC5C-AS1 RPL30P6 FAM13A-AS1 RNU6-33P RNU6-1059P RN7SKP28 RNU6-34P KLHL8 GAPDHP60 MIR5705 HSD17B13 HSD17B11 RN7SL681P RNU6-112P HERC5 NCOA4P2 PYURF PIGY PIGY-DT RN7SKP244 BMPR1B SPARCL1 CHCHD2P7 IBSP HSP90AB3P RNU1-36P PKD2 ABCG2 RNU6-818P RNU6ATAC31P RNU6-1298P DSPP DMP1 SPP1 TIGD2 RNU6-907P HERC6 MEPE SNCA SNCA-AS1 MMRN1 RN7SKP248 TMSB4XP8 KRT19P6 PMPCAP1 LNCPRESS2 GRID2 MTND1P19 RACK1P3 RNA5SP164 ATOH1 SMARCAD1-DT HMGB3P15 SMARCAD1 HPGDS RPL35AP11 GPRIN3 CCSER1 PPM1K-DT chr4q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q23 TBCAP3 ADH1B ADH6 H2AZ1 DYNLL1P6 ADH1C FAM177A1P1 STPG2 PCNAP1 RPL5P12 DUTP8 LAMTOR3 CRYZP2 ADH1A DAPP1 BTF3P13 TSPAN5 DNAJB14 METAP1 ABT1P1 NDUFS5P4 RNU7-149P MIR3684 RAP1GDS1 TRMT10A C4orf17 MTTP EIF4E ADH7 ADH5 C4orf54 ADH4 TSPAN5-DT ENSG00000246090 H2AZ1-DT chr4q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q24 SLC9B2 LINC01217 ATP5F1EP1 TACR3 GSTCD-AS1 PABPC1P7 BANK1 DDX3P3 LINC01216 CISD2 MTND5P5 TBCK EEF1A1P9 LINC01218 LINC02503 ARHGEF38 ENSG00000249635 BDH2 TACR3-AS1 GSTCD PIMREGP2 RPL6P14 ACTR3BP4 PPA2 CXXC4-AS1 ARHGEF38-IT1 SLC9B1 PPP3CA EMCN DDIT4L DDIT4L-AS1 RNU6-462P RNU6-635P MIR8066 MIR1255A LINC02173 GIMD1 NPNT RNU6-351P TET2-AS1 RN7SL89P RNU6-553P TET2 SLC39A8 RN7SL728P MANBA LRRC37A15P KRT8P46 UBE2D3 RNU7-151P AIMP1 INTS12 CENPE NFKB1 CXXC4 LINC02428 FLJ20021 UBE2D3-AS1 chr4q25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q25 PAPSS1 COL25A1-DT DKK2 SETP20 RCC2P8 RBMXP4 ETNPPL SEC24B RAC1P5 ACTR6P1 MCUB OSTC CDC42P4 RNU6-551P RNU6-431P RN7SL55P MIR576 LEF1 RPSAP34 ZACNP1 EXOC7P1 RNU6-35P ELOVL6 RN7SL275P HSBP1P2 RNF14P2 RNU6-205P ZBED1P1 RPL7L1P13 ZNF969P LINC01438 MIR297 LYPLA1P2 RNU6-289P ENSG00000241722 LINC02945 ENSG00000288691 CCDC34P1 TUBB8P3 FAM241A ENSG00000243280 AP1AR-DT AP1AR TIFA RTEL1P1 TOX4P1 HIGD1AP14 CASP6 PLA2G12A GAR1-DT GAR1 RRH LRIT3 KRT19P3 RPL34 RPL32P13 RPL7AP30 ANK2-AS1 MIR1243 MIR8082 RNU6-733P CYP2U1 HADH ANK2 MIR367 MIR302D MIR302A MIR302C MIR302B OSTCP4 GET1P1 SGMS2 COL25A1 PITX2 NEUROG2 NEUROG2-AS1 RPL23AP94 ZGRF1 H3P14 LARP7 CFI ALPK1 EGF ENPEP PANCR RPL34-DT LEF1-AS1 SEC24B-AS1 CYP2U1-AS1 MIR302CHG chr4q26 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q26 LINC02264 PGAM4P2 LINC01378 UGT8 ACTN4P1 LINC01365 MRPS33P3 TRAM1L1 NDUFS5P5 METTL14 METTL14-DT FKBP4P1 TTC39CP1 RPSAP35 KRT18P21 NT5C3AP1 CICP16 RPF2P2 SYNPO2 PRSS12 NDST4 CIR1P2 NDST3 SEC24D PDE5A EIF3KP3 CEP170P1 LINC02262 SEPTIN14P4 SNORA24 MIR577 RNU6-1054P RNU6-1217P RNU6-119P RN7SL808P MYOZ2 RN7SL184P RNU1-138P ARSJ C4orf3 FABP2 KLHL2P1 RNU4-33P USP53 LINC02263 MIR1973 TRMT112P1 CUL4AP1 CAMK2D GTF2IP12 SEPTIN7P14 SNHG8 chr4q27 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q27 TUBB4BP5 NDNF LTV1P1 TNIP3 MAD2L1 QRFPR NDNF-AS1 LINC02502 SAR1AP3 SETP12 RN7SKP137 RNU6-948P RNU6-550P RN7SL335P ADAD1 IL2 ANXA5 PP12613 EXOSC9 CCNA2 BBS7 BBS7-DT TRPC3 IL21 IL21-AS1 BBS12 PRDM5 KIAA1109 CETN4P SMIM43 MAD2L1-DT chr4q28 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q28 PPIAP76 H3P15 TUBAP10 LARP1B LINC02379 GAPDHP56 TERF1P3 LINC02479 TECRP2 RBM48P1 LINC02485 PLK4 LINC02516 SLC7A11 PGRMC2 LINC02377 TMEM248P1 PGBD4P4 KRT18P54 LINC00498 SLC7A11-AS1 PABPC4L EEF1A1P35 INTU LINC01256 AARS1P1 C4orf33 LINC02466 SCLT1 SLC25A31 PCDH10 LINC02510 RPS23P2 PES1P1 SERF1AP1 LINC00616 R3HDM2P1 CDRT15P11 ELL2P2 LINC02511 EEF1GP8 RPL21P50 ANKRD50 STMN1P2 HSPA4L JADE1 JADRR LINC02462 TARS2P1 SNHG27 ZSWIM5P3 LINC00500 LINC00613 LINC02172 FOSL1P1 LINC02465 RPL7AP28 RN7SL205P RNU6-583P RNU1-89P RNU6-224P SNORA70 NUDT6 FGF2 MFSD8 MIR2054 NUP58P1 SPATA5 SPRY1 LINC02435 FAT4 PCDH18 ABHD18 LINC02615 PCDH10-DT LINC01091 LINC00499 chr4q31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q31 TMEM154 RNF150 ZNF330 GATB GTF2F2P1 LOC105377488 NR3C2 RPS3A ENSG00000250771 LINC01095 LINC02266 RNF175 PRMT9 RTN3P1 LINC02276 USP38-DT RPS3AP18 TIGD4 RPSAP36 DCLK2 SMARCA5 TMEM131L ENSG00000251249 SFRP2 WDR45P1 PLRG1 ARHGAP10 SMARCA5-AS1 PRMT5P1 TMEM184C IL15 ASS1P8 MIR4453HG ENSG00000249317 FBXW7 ARFIP1 EDNRA AKIRIN2P1 LINC02430 FBXW7-AS1 NSA2P6 ZNF827 DCHS2 FHIP1A RPS23P4 FHIP1A-DT LINC02355 ENSG00000250195 ATP5MGP4 ENSG00000249818 LINC02507 TMEM184C-DT RNA5SP166 RNU7-197P RNU6-1230P RNA5SP167 RNA5SP165 RN7SKP253 MIR4799 RN7SL254P RN7SKP35 SNORD73B MIR548G RNU6-1282P RNA5SP169 SNORD73A RNU6-1285P MIR3140 RN7SL446P MIR4453 RNU6-1196P ANXA2P1 RN7SL419P NOCT RNU6-531P RN7SL382P PPP1R14BP3 RN7SL311P RNU6-506P RNU6-1074P MGARP NDUFC1 RNU6-1214P RAB33B TLR2 FGB TRIM2 MND1 FAM192BP RNU1-44P POU4F2 IQCM SH3D19 NDUFB4P9 RPL14P3 CLGN MGAT4D ELMOD2 UCP1 RN7SL152P TNRC18P1 NMNAT1P4 SMAD1 SMAD1-AS2 SMAD1-AS1 NCOA4P3 C4orf51 MMAA FHDC1 TTC29 SCOC USP38 MIR3139 SETD7 FTH1P24 MGST2 RN7SKP237 H3P16 MAML3 FGA GAB1 RPL5P13 LSM3P4 INPP4B LSM6 SLC10A7 MIR7849 REELD1 ELF2 QKILA RNU7-194P MAB21L2 ZBTB8OSP1 RNA5SP168 AK4P6 LRBA PRSS48 RAB33B-AS1 NAA15 ENSG00000251600 GUSBP5 FREM3 GYPE GYPB GYPA KRT18P51 HHIP ANAPC10 HSPD1P5 RN7SKP235 ABCE1 OTUD4 LINC02273 LINC02432 HHIP-AS1 SCOC-AS1 RNY1P14 TBC1D9 chr4q32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q32 RBM46 TMEM144 MTCYBP17 AIDAP2 NPY2R-AS1 YWHAEP4 FGG PSME2P3 CBR4 LINC02272 MTATP6P9 RPL9P16 GLRB LINC02433 ENSG00000249419 FNIP2 NPY1R TMA16 MTND6P17 LRAT FSTL5 CBR4-DT LINC01179 PALLD MTND2P33 FABP5P12 MTCO2P9 ENSG00000287730 NPY5R NDUFB2P1 C4orf45 MTND1P22 TLL1 MAP9 MTHFD2P4 LINC02233 CHORDC1P3 MTCO1P9 LINC02477 NAF1 RPL35AP12 SPOCK3 MTND5P9 KLHL2 TOMM22P4 MAP9-AS1 RPS14P7 PHB1P14 RPL6P11 PDGFC RXFP1 MTND4P8 MTND3P3 TKTL2 GASK1B-AS1 YWHAQP4 NUDT19P5 MTCO3P9 NPY2R ANP32C RNU6-582P RPPH1-3P RNU4-79P RNU6-284P RN7SKP188 RNA5SP170 RN7SKP105 RNU6-1336P RNU6-853P RNY4P17 RN7SL776P RNA5SP171 MIR4454 RNU2-66P RNU2-44P SMIM31 RNU6-668P APELA TRIM60P14 FAM218BP NACA3P TRIM61 FAM218A TRIM60 GUCY1A1 GUCY1B1 BTF3L4P4 PALLD-AS1 GRIA2 GASK1B ASIC5 TDO2 FTH1P21 CTSO ANXA10 DDX60 C4orf46 ETFDH PPID RNU6-128P RPL6P12 DDX60L MIR3688-1 MIR3688-2 RAPGEF2 MARCHF1 MSMO1 CPE MIR578 HADHAP1 SCGB1D5P NOL8P1 TMEM192 RNU4-87P TRIM75 GK3P chr4q33 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q33 SH3RF1 LINC02512 HSP90AA6P AADAT APOBEC3AP1 LINC02382 MFAP3L PTGES3P3 RNU6ATAC13P NEK1 HPF1 CLCN3 LINC01612 LINC02275 chr4q34 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q34 GALNT7-DT GLRA3 FBXO8 LINC02174 LINC02431 ADAM20P2 LINC01099 TSEN2P1 AGA-DT CEP44 GALNTL6 CCNHP1 LINC01098 LINC00290 ADAM29 NEIL3 ASB5 NDUFB5P1 SPATA4 LINC02504 VEGFC GALNT7 LINC02509 MARK2P4 SPCS3-AS1 TENM3 SPCS3 LINC02500 AGA HPGD TEMN3-AS1 GPM6A-DT MIR6082 RN7SL253P RNA5SP172 RNU1-45P RN7SKP136 RNA5SP173 RN7SKP13 MIR1305 MIR4276 MIR548T HMGB2 SAP30 SCRG1 RPL5P11 RNU6-1096P HAND2 MORF4 RANP6 WDR17 GPM6A LINC02269 LINC02268 TENM3-AS1 HAND2-AS1 SAP30-DT chr4q35 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr4q35 CIBAR1P2 ING2 ENPP6 RWDD4 DUX4L3 MLLT10P2 DUX4L8 DUX4L1 MYL12BP2 TUBB7P WWC2-AS1 DUX4L2 DUX4 RARRES2P4 RPL23AP84 ING2-DT CLDN24 RPL6P16 WWC2-AS2 STOX2 DUX4L7 TRIML1 LINC02436 SLC25A4 DUX4L5 LINC02514 ICE2P1 LINC01262 LINC02515 LINC02374 CDKN2AIP ADAM20P3 LINC01596 ZFP42 WWC2 MRPS36P2 DUX4L6 LINC02492 TRAPPC11 LINC02508 DUX4L9 F11-AS1 DBET VTI1BP2 DUX4L4 RPL7AP27 HSP90AA4P SLC25A5P6 FRG1 LINC02437 AGGF1P1 LINC02434 CLUHP4 ENSG00000286821 RNU6-335P RNU6-1053P RNU6-479P RN7SL28P RNU2-34P RN7SKP67 RNA5SP175 RNU6-173P RNU1-51P RNA5SP174 RNU7-192P CLDN22 LINC02365 PRIMPOL CENPU ACSL1 SLED1 MIR3945 TRPC6P7 MIR4455 FRG2 DCTD LRP2BP TRIML2 HELT CFAP97 SNX25 LRP2BP-AS1 RPSAP70 LTO1P1 FLJ38576 CYP4V2 KLKB1 F11 FAM149A LINC02363 LINC02362 IRF2-DT LINC02427 IRF2 RNU6-1055P FAT1 RNU4-64P ANKRD37 UFSP2 C4orf47 CCDC110 PDLIM3 SORBS2-AS1 TLR3 SORBS2 CASP3 MIR3945HG FRG1-DT LINC01093 LINC01060 MTNR1A chr5p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5p12 PPIAP77 C5orf34-AS1 PRELID3BP4 NNT-AS1 MRPS30 FGF10 MRPS30-DT C5orf34 CCDC152 RPL29P12 AMD1P3 EEF1A1P19 SELENOP HCN1 FGF10-AS1 NIM1K NNT HMGCS1 LINC02224 CCL28 PAIP1 RN7SL383P RNU6-381P PRELID3BP5 PRELID3BP6 PRELID3BP7 TUBAP14 TMEM267 ANXA2R ZNF131 ANXA2R-AS1 ANXA2R-OT1 chr5p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5p13 NUP155 HPRT1P2 SPEF2 MTHFD2P6 RICTOR PLCXD3 ZFR KCTD9P5 ENSG00000249748 LINC02119 GCSHP1 FBXO4 NPR3 LINC02120 GHR ADAMTS12 UGT3A1 RAI14 RPL19P11 LINC00603 SUCLG2P4 RPSAP38 UBL5P1 GUSBP18 OXCT1 SUB1 CAPSL KRT18P56 PDZD2 EGFLAM-AS2 LINC02110 GDNF NIPBL GDNF-AS1 OSMR GOLPH3 RAI14-DT IL7R LINC02061 LINC00604 PRLR EGFLAM-AS1 RPL5P14 SERBP1P6 LINC02117 LSP1P3 EGFLAM TPT1P5 CDH6 EGFLAM-AS4 TOMM40P3 AIG1P1 EGFLAM-AS3 WDR70 DUX4L51 LINC02064 MTMR12 TTC33 LIFR-AS1 LIFR PTGER4 OXCT1-AS1 INTS6P1 RN7SKP207 RNU6-1079P RNU6-378P MIR579 RNU6-358P RNU6-760P MIR4279 RNU6-1190P RNU6-484P MIR3650 RNU7-130P SNORA63 RNU1-150P RPS4XP6 RBISP2 OFD1P17 RN7SL37P RNU7-75P RANBP3L TARS1 RNU6-923P RXFP3 SLC45A2 C1QTNF3-AMACR C1QTNF3 UGT3A2 LMBRD2 MIR580 RNU6-1305P NADK2 NADK2-AS1 SKP2 FYB1 C5orf22 RNU6-363P DROSHA RNA5SP181 NIPBL-DT KRT18P31 SLC1A3 CPLANE1 RIMOC1 OSMR-DT LINC02160 MROH2B C6 GOLGA5P1 DAB2 LINC02104 CFAP53P1 C9 PRKAA1 RPL37 SNORD72 CARD6 RNU7-161P C7 TTC23L-AS1 RPL21P54 RAD1 BRIX1 AGXT2 DNAJC21 TTC23L AMACR CPLANE1-AS1 GOLPH3-DT TARS1-DT ENSG00000250155 chr5p14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5p14 LINC02211 RPL32P14 HSPD1P1 UBE2V1P12 PMCHL1 HSPD1P15 LINC02146 LINC02239 LINC02241 CDH10 ADH5P5 GCNT1P2 CDH9 LINC02228 LINC02100 LINC02899 CDH18 CDH12 CDH18-AS1 CCNB3P1 LINC02109 TRPC6P6 MSNP1 TRPC6P9 LINC02103 BTG4P1 RN7SL58P RNU4-43P RNU6-374P RNU6-738P RNU6-909P PRDM9 GUSBP1 PURPL chr5p15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5p15 LINC02063 ICE1 LINC02142 ADAMTS16 MRPL36 LINC02145 FASTKD3 MTCO1P31 ENSG00000249782 ADCY2 LINC02162 LINC02196 MARCHF11 MARCHF6 MTCO1P30 ROPN1L CTD-2194D22.4 IRX4 HMGB3P3 LINC01194 SEMA5A RPL30P7 MYO10 LINC02212 RPL36AP21 LINC02116 H3P22 MED10 LINC02221 CMBL ENSG00000286441 TAF11L4 H3P21 DAP-DT MTRR C5orf49 LINC01017 LINC01513 LINC02112 ALG3P1 MTCO2P30 FBXL7 RPS23P5 LINC02220 MARK2P5 FTH1P10 LINC02226 ANKRD33B MTND6P2 TAF11L11 LINC02114 LINC02111 ANKH-DT LINC01019 LINC02123 TAF11L3 ANKH ATPSCKMT TAF11L8 TAF11L9 LINC02213 H3P19 TAF11L7 UQCRBP3 TAF11L2 H3P20 LINC02149 CCT5 TAF11L5 H3P17 DCAF13P2 HNRNPKP5 LINC02218 CTD-2350J17.1 H3P18 TAF11L14 IRX1 BASP1 TAF11L6 BASP1-AS1 SEPHS2P1 ANKRD33B-AS1 RPS26P28 TAF11L12 TAF11L13 LINC01020 SEMA5A-AS1 LINC02121 MTCYBP37 TAF11L10 MIR4277 RN7SKP73 MIR4458 RNU1-76P SNORD123 RNA5SP177 RNA5SP176 MIR4636 RNU6-429P MIR887 RNU6-679P RN7SKP133 RNA5SP179 RNA5SP178 RNU6-660P RNA5SP180 RNU6-1003P MIR6131 LRRC14B CCDC127 EXOC3 PP7080 SLC9A3 SLC9A3-AS1 MIR4456 CEP72-DT CEP72 TPPP BRD9P2 SPCS2P3 H3Y1 DAP NDUFS6 UBE2QL1 NSUN2 SRD5A1 LINC02102 TENT4A MIR4278 RN7SKP79 H3Y2 IRX2 LSINCT5 NENFP3 ZDHHC11B MARCHF11-DT NACAP6 LINC02150 ZNF622 PDCD6-AHRR TAS2R1 DNAH5 RETREG1 EXOC3-AS1 AHRR C5orf38 PDCD6 BRD9 TRIP13 NKD2 SLC12A7 MIR4635 CTNND2 SDHA PLEKHG4B ZDHHC11 LINC01377 ENSG00000289088 LINC02982 LINC02223 ADAMTS16-DT IRX4-AS1 CCT6P2 EEF1A1P13 RBBP4P1 MIR4637 OTULIN TRIO OTULINL LINC02199 OTULIN-DT TERLR1 SLC6A19 SLC6A18 TERT MIR4457 CLPTM1L LINC01511 MTCO2P32 SLC6A3 LPCAT1 MIR6075 RETREG1-AS1 LINC02236 SDHAP3 LINC01018 PDCD6P1 SNHG18 ROPN1L-AS1 ENSG00000288978 ENSG00000288930 LINC02217 MIR4458HG PDCD6-DT MARCHF11-AS1 chr5q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q11 SLC38A9 GPX8 ISL1 AK4P2 HSPB3 FST CCNO-DT LINC02225 MCIDAS HMGB1P47 RAB3C EMB RPS17P11 ITGA1 MTREX GZMK NDUFB4P2 RPL5P15 ITGA2 RPL17P22 LINC02118 LINC02106 MFSD4BP1 ACTBL2 GPBP1 LINC01948 C1GALT1P2 CCNO LINC02105 LNCBRM NDUFS4 SALL4P1 LINC02101 PLPP1 RMEL3 B3GNTL1P1 PSMC1P4 PGAM1P1 CSPG4BP ITGA2-AS1 KATNBL1P4 ASS1P9 GZMAP1 LINC01033 RPL37P25 RNF138P1 HMGN1P17 ESM1 ANKRD55 GZMA SNX18 PELO PARP8 RNU6-480P RNU6-1296P RNU6-272P MIR581 RN7SL801P RNA5SP185 RNA5SP182 RNU6ATAC2P MIR449A MIR449B MIR449C RNU6-299P RNA5SP184 MIR5687 MIER3 CDC20B MOCS2 PLK2 MIR548AE2 LINC02108 ARL15 DHX29 GAPT RPL26P19 C5orf67 MAP3K1 SETD9 ENSG00000289709 DDX4 RNA5SP183 HNRNPH1P3 IL31RA IL6ST ENSG00000287709 IL6ST-DT MOCS2-DT ISL1-DT chr5q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q12 PPWD1 PART1 ELOVL7 DEPDC1B CAB39P1 TRAPPC13 PPIAP78 CENPK NT5ELP ZSWIM6 SETP21 SHLD3 SGTB CD180 RGS7BP ISCA1P1 KRT8P31 MRPL49P1 MAST4-IT1 TRIM23 C5orf64-AS1 RPEP1 TILRLS RNF180 RPL3P6 ENSG00000248529 LINC02057 LINC02229 NLN RN7SL169P RNU6-294P RNU6-540P RNU6-913P MIR582 RNU6-806P HTR1A GNL3LP1 ERCC8-AS1 SMIM15 RNU6-661P CKS1BP3 RPL35AP14 LRRC70 IPO11 NDUFAF2 DIMT1 ERCC8 PDE4D MAST4 SHISAL2B SREK1IP1 CWC27 ADAMTS6 MAST4-AS1 ERBIN ERBIN-DT SREK1 LINC02065 RN7SKP157 KIF2A SMIM15-AS1 LINC02997 C5orf64 chr5q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q13 ENSG00000251599 NAIPP1 LINC01335 LINC01331 HEXB LINC01333 GUSBP13 NAIPP3 NAIPP2 GUSBP15 GUSBP3 FCHO2 CDH12P3 BCL9P1 LINC02242 GUSBP16 GUSBP14 MAP1B LINC01332 GUSBP9 SMN2 TMEM171 CDH12P2 LINC02122 GTF2H2B TMEM174 MIR4803 RNU7-196P RN7SL814P SERF1B LINC02230 FOXD1 FOXD1-AS1 LINC01385 LINC01386 FUNDC2P1 ANKRA2 UTP15 HMGCR RPL7P22 H2BL1P TNPO1-DT MIR4804 RPL35AP13 FCHO2-DT CHP1P1 CDK7 CCDC125 CFL1P5 CHCHD2P2 NDUFB9P1 AK6 RAD17 MARVELD2 RPS27P14 ENSG00000249295 RN7SL616P RNU6-724P GTF2H2C OCLN ENC1 RNU7-175P SUMO2P5 CERT1 POLK ANKDD1B GUSBP17 LINC02197 PMCHL2 ENSG00000249981 HMGN1P12 CARTPT TNPO1 ARHGEF28 MCCC2 BDP1 BTF3 TAF9 SNRPCP2 ENSG00000249713 F2RL2 F2R F2RL1 RN7SL208P GFM2 RNU6-658P NSA2 RNU6-1330P ENSG00000271714 FAM169A RN7SL153P VWA8P1 RN7SKP251 LINC02198 SUMO2P4 SLC30A5 SNORA50D CCNB1 RNU6-1232P EEF1B2P2 LINC02219 PIK3R1 PTCD2 YBX1P5 ZNF366 LINC02056 CENPH MRPS36 RPL27AP5 GCNT4 ANKRD31 POC5 RNU6-680P SLC25A5P9 BIN2P2 SAP18P1 SV2C-AS1 SV2C RNA5SP186 RAP1BL HMGN2P4 PDCD5P2 IQGAP2 S100Z RNU6ATAC36P CRHBP AGGF1 ZBED3 SNORA47 ZBED3-AS1 PDE8B HMGB1P35 ALDH7A1P1 RPS2P24 RPL7P23 MRPS27 CDH12P1 SERF1A SMN1 NAIP GTF2H2 OCLNP1 NAIPP4 CDH12P4 BTF3-DT chr5q14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q14 TRMT112P2 RPL7AP32 FAM151B TMEM167A HAPLN1 VCAN NBPF22P MIR4280HG ARSB CCNH JMY RPS27AP9 RPS2P25 SERINC5 CKMT2 ATG10 RASGRF2 VCAN-AS1 ANKRD34B ATG10-IT1 LINC02144 MSH3 RAB5CP2 SPZ1 RPL7P24 COX7C LINC02059 PPIAP79 RASGRF2-AS1 PPIAP11 LDHBP3 RBMX2P5 DMGDH PTP4A1P4 CMYA5 ZP3P1 LINC02060 ADGRV1 RPS3AP20 TMEM251P1 PCBP2P3 ARRDC3 CCT7P2 BHMT2 EDIL3 KRT18P45 LINC02161 HOMER1 H3P23 LINC01455 THBS4 LINC01339 ATG10-AS1 RBBP4P6 COQ10BP2 THBS4-AS1 LINC02058 RBX1P2 RPL5P17 BHMT FTH1P9 LHFPL2 HNRNPA1P12 HMGB1P21 RPL5P16 DHFR LINC01949 ST13P12 RASA1 ZFYVE16 FAM151B-DT RPS3AP22 RNU4-11P RN7SL378P RN7SKP295 RNU6-620P SCARNA18 MIR3660 RN7SKP34 MIR4280 RN7SL629P RNU6-606P RNU6-727P RNU6-448P RNU6-804P RNY3P1 MIR3977 RNU6-211P SNORD138 RNA5SP187 SNORA70 MIR9-2 RNU4-90P MTX3 MEF2C XRCC4 ENSG00000255647 MBLAC2 POLR3G LYSMD3 CETN3 TMEM161B RPS23 TENT2 ATP6V1G1P6 RNU6-183P ATP6AP1L LINC02488 LUCAT1 EDIL3-DT CKMT2-AS1 SCAMP1 AP3B1 WDR41 OTP TBCA ACTBP2 DBIP2 LINC01337 SCAMP1-AS1 LINC01338 LINC00461 MEF2C-AS1 MEF2C-AS2 ARRDC3-AS1 TMEM161B-DT ZCCHC9 ACOT12 SSBP2 SEM1P1 chr5q15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q15 GLRX PSME2P1 HSPD1P11 SLF1 GGCTP1 PCSK1 FAM172A LINC01846 RGMB-AS1 KRT8P32 FABP5P5 MRPS35P2 MTCO2P24 CSNK1A1P3 MIR583HG LINC01340 RIOK2 LIX1-AS1 RGMB SPATA9 MTND6P3 RFESD LIX1 ERAP2 RHOBTB3 MTND5P12 MTCO1P24 MTCYBP35 MTCYBP40 LNPEP CTBP2P4 YTHDF1P1 DDX18P4 ELL2 POLD2P1 ENSG00000251314 RPL7P18 MCTP1-AS1 SETP22 LINC02234 RNU1-73P MIR583 RNU6-524P RNU6-402P ERAP1 CAST KIAA0825 MCTP1 FAM81B RTRAFP2 RNU6-308P ARSK GPR150 TTC37 MIR2277 NPM1P27 POU5F2 NR2F1 NR2F1-AS1 LINC01554 chr5q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q21 GUSBP8 MTND5P10 PSMC1P5 NUDT12 PDZPH1P MTCO1P22 CRLF3P2 MTCO3P22 MTND4P35 RACK1P1 LINC02115 MTATP6P2 LINC02113 GUSBP7 EEF1A1P20 PJA2 MTND4LP5 MTCO2P22 KRT18P42 RAB9BP1 MTCYBP22 GUSBP19 MTND3P19 MAN2A1-DT LINC01848 MTND6P22 ENSG00000251574 GJA1P1 LINC01950 OR7H2P SLCO4C1 ST8SIA4 PGAM5P1 ENSG00000249476 SLCO6A1 LINC02163 FAM174A RN7SL802P MIR548P RNU6-1119P RN7SKP62 RN7SKP68 RNU6-47P RN7SKP230 RNA5SP188 RNU1-140P RN7SL255P RNU6-334P RNA5SP189 CHD1 EFNA5 RN7SL782P RN7SKP122 MAN2A1 LINC00492 LINC00491 EIF3KP1 GIN1 PAM FBXL17 FER MACIR PPIP5K2 FAM174A-DT CHD1-DT LINC01023 chr5q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q22 HMGB3P16 CAMK4 HMGN1P14 ENSG00000251076 STARD4 H3P24 LINC01957 NREP-AS1 ATG12 HMGN1P13 APC STARD4-AS1 CDO1 HMGN1P15 CBX3P3 TSSK1B EPB41L4A TRIM36-IT1 AP3S1 SLC25A46 NREP EPB41L4A-DT TICAM2-AS1 CTNNA1P1 CCT5P1 PGGT1B YTHDC2 KCNN2 FEM1C TMED7 AK3P4 ENSG00000286839 MCC CCDC112 TMED7-TICAM2 TMEM232 RN7SKP57 RNU6-482P RN7SKP89 RNU2-49P MIR548F3 SNORA13 RNU4ATAC13P TICAM2 SRP19 REEP5 XBP1P1 ZRSR2P1 TRIM36 DCP2 LINC02200 BCLAF1P1 TSLP WDR36 RPS3AP21 ENSG00000289497 EPB41L4A-AS1 chr5q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q23 LINC02148 LINC02215 TEX43 BOLA3P3 RPS17P2 DMXL1-DT MEGF10 GRAMD2B LINC02240 HSPE1P10 DTWD2 LINC02216 LINC02214 RPSAP37 LMNB1-DT SEPTIN7P10 LMNB1 PHAX PRR16 LINC02147 LINCADL LAMTOR3P2 PRELID3BP8 LINC01170 SEMA6A-AS1 PPIC-AS1 MARCHF3 HMGB1P29 SNX24 PRDM6-AS1 MINAR2 RPS14P8 RPL7L1P4 SNX2 LINC02039 SELENOTP2 DDX43P1 PRDM6 PPIC MRPS5P3 LINC02201 SLC12A2 RPL35AP15 SEMA6A-AS2 PTMAP2 ARGFXP1 COMMD10 TNFAIP8 POGLUT2P1 RPL23AP44 HMGB1P22 HMGN2P27 FTMT ADAMTS19-AS1 FBN2 ALDH7A1 CHSY3 HSPA8P4 ARL2BPP4 RNU6-644P MIR1244-2 RN7SL711P RN7SL174P RNU6-752P RNU6-373P RNU6-701P MIR5706 RN7SKP117 RNU7-53P RNU6-718P MIR4460 RN7SL689P RNU6-290P RNU4-69P RNU6ATAC10P RNA5SP191 RNU7-34P LYRM7 ZNF474-AS1 SNCAIP KRT8P33 HMGB3P17 CEP120 SEMA6A SRFBP1 LOX HNRNPKP1 PRRC1 CUL1P1 SLC27A6 ISOC1 MIR4633 ZNF608 ADAMTS19 RNA5SP190 FABP5P6 TUBAP15 HSD17B4 CCDC192 C5orf63 DMXL1 LVRN ARL14EPL CTXN3 LINC02208 LINC00992 FAM170A KRT18P16 CSNK1G3 ZNF474 ENSG00000250803 MGC32805 SLC12A2-DT chr5q31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q31 RPL6P15 AFF4-DT CSF2 MIR3936HG KLHL3 RAD50 IL9 TGFBI SMIM32 LECT2 FSTL4 TCF7 CTNNA1-AS1 TH2LCRR PSD2-AS1 ACTBP4 TRPC7-AS1 PSD2 TRPC7-AS2 C5orf15 SMAD5 ZCCHC10 MEIKIN LRRTM2 ARHGAP26-IT1 VDAC1 RPS12P10 VTRNA2-1 HSPD1P18 CTNNA1 PCBD2 ACSL6-AS1 AFF4 YIPF5 HNRNPA1P13 FCHSD1 ARHGAP26-AS1 NDFIP1 GNPDA1 ANKRD49P3 ENSG00000235253 NRG2 KIF20A NAMPTP2 ATP6V0E1P1 SMAD5-AS1 KCTD16 CKS1BP5 IL3 ETF1 ARHGAP26 DELE1 FGF1 FBXL21P LINC01844 ARAP3 NR3C1 RPL7P21 SIL1 WSPAR RNF14 RPL12P21 SOWAHA SEPTIN8 SPOCK1 IL4 ECSCR RNA5SP193 MIR1289-2 RNU6-236P MIR874 MIR5197 RN7SL87P RN7SKP246 RNU7-156P RNA5SP194 RNU6-572P MATR3 SNHG4 SNORA74D SNORA74A RNA5SP195 RN7SKP64 PAIP2 SLC23A1 MZB1 PROB1 DNAJC18 RNU5B-4P ACSL6 TRPC7 HINT1 SLC4A9 RNU4-14P ANKHD1 ANKHD1-EIF4EBP3 EIF4EBP3 HAUS1P1 ENSG00000240518 NDUFA2 DND1 HARS2 ZMAT2 PCDHA1 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA8 PCDHA9 PCDHA10 PCDHA14 PCDHA11 PCDHA12 PCDHA13 PCDHAC2 PCDHB1 HARS1 MALINC1 PURA IGIP ENSG00000254363 CYSTM1 PFDN1 HBEGF CCNI2 SPRY4 PCDH12 TMCO6 BRD8 RAPGEF6 PCDHAC1 SNORD63B SNORD63 HSPA9 SAR1B RNU6-1311P SEC24A RNU6-1164P RNU6-757P CAMLG DDX46 C5orf24 TXNDC15 SHROOM1 KIF3A CDC42SE2 PCDH1 P4HA2-AS1 MIR6830 PDLIM4 SLC22A4 MIR3936 P4HA2 RNU6-456P RN7SL541P CDC23 GFRA3 RPS27AP18 CDC25C FAM53C KDM3B EGR1 RPL7P19 IRF1-AS1 IL5 IRF1 SLC35A4 APBB3 SRA1 JADE2 WDR55 HMHB1 PCDHGA1 PCDHGA2 PCDHGA3 PCDHGB1 PCDHGA4 PCDHGB2 PCDHGA5 PCDHGB3 PCDHGA6 PCDHGA7 PCDHGB4 PCDHGA8 PCDHGA9 PCDHGA10 PCDHGB7 PCDHGA11 PCDHGB8P PCDHGA12 PCDHGB9P PCDHGC3 RN7SL68P PCDHGC4 PCDHGC5 DIAPH1-AS1 RPS27AP10 HDAC3 RELL2 PCDHGB5 LINC02900 MACROH2A1 DCANP1 TIFAB RNA5SP192 UQCRQ LEAP2 REEP2 HSPA4 IL13 DIAPH1 FNIP1 PCDHGB6 SLC22A5 GDF9 PCDHB2 PCDHB3 PCDHB4 PCDHB5 PCDHB6 PCDHB17P PCDHB7 PCDHB8 PCDHB16 PCDHB9 PCDHB10 PCDHB11 PCDHB12 PCDHB13 PCDHB14 PCDHB18P PCDHB19P PCDHB15 TAF7 SLC25A2 HNRNPA0 PKD2L2-DT MYOT PKD2L2 IK SPATA24 FAM13B-AS1 RNU6-1148P WNT8A NME5 RNU6-460P RNU6-888P FAM13B MIR6831 CD14 MIR3655 VTRNA1-1 VTRNA1-2 VTRNA1-3 MIR3661 PPP2CA-DT CDKL3 UBE2B CDKN2AIPNL LINC02999 SMIM33 STING1 NCOA4P4 H3P25 CXXC5 CXXC5-AS1 UBE2D2 MTCYBP18 MTND6P4 MTND5P11 MTND4P12 MTND4LP30 MTND3P25 CATSPER3 PITX1 PITX1-AS1 EPIST SLC25A48 NEUROG1 CXCL14 SLC25A48-AS1 MIR5692C1 ENSG00000250378 PCDHB1-AS1 LINC01843 SPRY4-AS1 ANKHD1-DT NPY6R LINC02863 SKP1 PPP2CA chr5q32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q32 ASS1P10 TRPC6P2 RPL35AP16 STK32A RBM27 JAKMIP2 RPL35AP17 DPYSL3 AFAP1L1 PPARGC1B PGBD4P3 SPINK7 SPINK9 SH3RF2 SCGB3A2 PLAC8L1 GRPEL2 GRPEL2-AS1 ARHGEF37 RPL29P14 EEF1GP2 IL17B C5orf46 PCYOX1L LARS1 RNU7-180P MIR145 MIR143 RNU6-588P MIR378A RN7SL868P TIGD6 HMGXB3 RPS20P4 CSF1R RPL7P1 PDGFRB RNU6-732P MIR584 RN7SKP145 HTR4 FBXO38 SH3TC2 CSNK1A1 ABLIM3 ADRB2 SPINK1 POU4F3 RNA5SP196 RN7SL791P PPP2R2B KRT8P48 PPP2R2B-IT1 STK32A-AS1 ARSI TCOF1 GRXCR2 GPR151 TCERG1 PRELID2 CDX1 PDE6A MFFP2 SLC26A2 FBXO38-DT SPINK6 HMGN1P16 MARCOL SPINK13 SPINK14 SPINK5 SLC6A7 CAMK2A CARMN SH3TC2-DT JAKMIP2-AS1 chr5q33 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q33 HNRNPA3P7 THG1L LSM11 MARK2P11 SAP30L ZBED8 HAND1 PTTG1 MIR3142HG SLU7 LINC01847 MRPL22 ADRA1B RPL6P32 LINC02227 LINC01933 SYNPO SOX30 ENSG00000242080 C5orf52 KIF4B LINC01470 MYOZ3-AS1 NDST1 GRIA1 NDST1-AS1 C1QTNF2 RBM22 GALNT10 MIR6499 RNU6-390P RN7SL655P RN7SL177P MIR3142 MIR146A RNU6-260P MIR1294 RNU2-48P FABP6 NMUR2 ADAM19 CIR1P1 MIR3141 MIR1303 RN7SL803P FAXDC2 MIR378H GEMIN5 CLINT1 DCTN4 MYOZ3 ENSG00000260581 SPARC CLMAT3 RN7SKP232 ATOX1 ATOX1-AS1 RPLP1P6 GLRA1 RNA5SP198 G3BP1 CNOT8 FNDC9 NIPAL4-DT NIPAL4 RPS14 LINC01861 FAM114A2 MFAP3 RNA5SP199 RNU6-556P PPP1R2B SGCD SMIM3 GAPDHP40 TTC1 FABP6-AS1 ZNF300 FAT2 CCNJL IRGM CD74 LARP1 ENSG00000275765 EBF1 RNF145 LINC01932 UBLCP1 ENSG00000249738 RNU4ATAC2P LINC01845 IL12B TIMD4 APOOP1 MED7 GARIN3 ITK HAVCR2 PWWP2A GPX3 TNIP1 PDGFRL2P CCDC69 GM2A SLC36A3 SLC36A2 ATP6V1G1P5 SLC36A1 RNA5SP197 CYFIP2 HAVCR1 LINC02202 ANXA6 SAP30L-AS1 ZNF300P1 chr5q34 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q34 PANK3 SLC2A3P1 ARL2BPP5 LSM1P2 RARS1 RPL10P9 LINC01938 MRPL57P6 FBLL1 GABRA1 ATP10B SLIT3-AS2 LINC02143 RNU6-164P RN7SKP60 MIR103A1 MIR103B1 MIR218-2 RNU6-209P RNU6-168P LINC02159 GABRA6 GLRXP3 LINC01202 GABRG2 GABRB2 WWC1 LINC03000 CCNG1 NUDCD2 HMMR HMMR-AS1 MAT2B RPL7P20 RPLP0P9 LINC01947 ENSG00000253469 TENM2-AS1 TENM2 chr5q35 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr5q35 SEPTIN14P5 STK10 EFCAB9 BTNL9 OR4F3 UBTD2 KLF3P1 MAML1 LINC00847 GAPDHP71 SUMO2P6 LINC02995 SH3PXD2B HIGD1AP3 KCNIP1-OT1 RPL12P22 GFPT2 KCNIP1-AS1 FLT4 MSX2 LINC01951 RPL7AP33 BOD1 RANBP17 NSG2 NIFKP2 BTNL8 RPS29P12 LINC02222 C5orf47 NKX2-5 OR2AI1P ARL2BPP6 LTC4S LINC01944 DRD1 ARPP19P1 CNOT6 GABRP NEURL1B BTNL3 LINC01484 MGAT4B CICP15 SFXN1 SLIT3-AS1 RPL23AP45 LINC01942 SCGB3A1 MRNIP-DT CPEB4 LINC01863 RNF130 SQSTM1 RASGEF1C ZFP2 WBP1LP4 RPS15AP18 RN7SL623P RNU6-500P MIR585 RNA5SP200 MIR4634 MIR8056 MIR5003 RNU1-17P MIR8089 RNU6-525P MIR340 RNU6-1036P MIR1229 RN7SKP150 SLC34A1 PFN3 GRK6 PRR7 PDLIM7-AS1 DDX41 SLIT3 TLX3 RN7SL339P RPSAP71 SNORA70J RPL10P8 MIR3912 FGF18 FOXI1 KRT18P41 LINC01187 C5orf58 KCNMB1 LCP2 ENSG00000250274 ZFP62 MGAT1 KCNIP1 FOXO1B USP12P1 RN7SL684P GPRIN1 SNCB MIR4281 EIF4E1B TSPAN17 NPM1 MAPK9 TBC1D9B COL23A1 RN7SL646P RN7SKP70 RUFY1 PRDX2P3 RUFY1-AS1 C5orf60 CBY3 HMGB3P22 CANX SMIM23 FBXW11 STC2 OR2V2 DOK3 OR2V1 OR2Y1 LINC01962 TRIM7 TRIM7-AS1 TRIM41 MIR4638 RACK1 SNORD96A SNORD95 RNU6-705P TRIM52 FGFR4 PRMT1P1 RAB24 PRELID1 RGS14 NSD1 MRNIP CLK4 RN7SKP148 RNU6-226P HRH2 DBN1 ENSG00000253295 DUSP1 RPL26L1-AS1 RPL26L1 ATP6V0E1 SNORA74B CREBRF CDC42P5 BNIP1 ERGIC1 RNF44 LINC01574 CDHR2 MXD3 LINC01366 LINC01411 LMAN2 PRR7-AS1 HNRNPH1 OR1X1P ENSG00000248469 F12 RNU6-477P SPDL1 INSYN2B MIR378E DOCK2 THOC3 THOC3-AS1 SIMC1 BRCC3P1 KIAA1191 ARL10 MIR1271 NOP16 HIGD2A CLTB FAF2 UNC5A HK3 UIMC1 ZNF346 ZNF346-IT1 FAM193B-DT TMED9 B4GALT7 OR1X5P SUDS3P1 PROP1 N4BP3 RMND5B GMCL2 HNRNPAB PHYKPL FAM153A NHP2 FAM153CP CPLX2 FAM153B PDLIM7 PIGFP1 ZNF454-DT ZNF454 GRM6 ZNF879 ZNF354C ADAMTS2 ENSG00000251545 FAM193B ZNF354A AACSP1 ZNF354B RNU1-39P MSANTD5 LINC01485 ENSG00000253736 HEIH TRIM7-AS2 TRIM52-AS1 CTC-338M12.4 chr6p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p11 RBBP4P4 PRIM2 LINC00680 GUSBP4 POM121L14P GAPDHP15 RAB23 MIR548U chr6p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p12 MMUT TRAM2 FTH1P5 PGK2 NANOGP3 ELOVL5 B3GNTL1P2 CENPQ CRISP2 ZNF451-AS1 PKHD1 MLIP RPS16P5 TRAM2-AS1 ZNF451 RCAN2-DT PAQR8 GLYATL3 CYP39A1 HMGB1P20 RPSAP44 ENSG00000236740 CYP2AC1P GFRAL LRRC1 TFAP2B RPL31P28 KRASP1 RPS17P5 CD2AP ADGRF1 COL21A1 RPL31P33 EEF1A1P42 TINAG DHFRP6 BMP5 FAM83B EFHC1 RPA3P2 NPM1P36 TNFRSF21 ENSG00000226733 ACTG1P9 MLIP-AS1 TINAG-AS1 CLNS1AP1 MLIP-IT1 RPL10P10 ERHP2 BAG2 ENSG00000226541 MIR5685 RNU7-65P RNU1-136P RN7SL580P RNU6-1023P RN7SKP256 GSTA3 GSTA4 RN7SK RN7SL244P GCM1 RNU6-464P SOD1P1 TFAP2D CILK1 HMGCLL1 GSTA1 GSTA6P GSTA5 GSTA11P CRISP3 FBXO9 MEP1A HNRNPA3P4 RBMXP1 SLC25A27 TDRD6-AS1 TDRD6 PLA2G7 ADGRF5 ADGRF5-AS1 RCC2P7 DST-AS1 RPL17P26 RNU6-626P BEND6 OSTCP6 FTH1P15 MRPL30P1 KIAA1586 HCRTR2 CRISP1 DEFB133 DEFB114 DEFB113 DEFB110 DEFB112 PTCHD4 ANKRD66 DST RCAN2 RHAG C6orf141 ADGRF4 ADGRF2 RN7SKP116 RNU1-105P GCLC ENSG00000231683 KLHL31 ENSG00000216775 TMEM14A GSTA8P SREK1IP1P2 GSTA7P GSTA2 GSTA12P GSTA10P MIR206 LINCMD1 MIR133B IL17A SLC25A20P1 MCM3 IL17F OPN5 GSTA9P CD2AP-DT LINC01564 chr6p21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p21 LEMD2 DNAH8-DT MOCS1 UNC5CL TSPO2 GRM4 ZFAND3 E2F4P1 TUBBP9 DNAH8 SMIM29 GLP1R ITPR3 ABCC10 SLC26A8 RPS10-NUDT3 ANKRD18EP KCTD20 DNAH8-AS1 MLN ZNF318 UQCC2 DAAM2 RBM22P4 SUPT3H ZFAND3-DT STK38 BTBD9 GGNBP1 TBC1D22B KCNK5 TCTE1 HMGA1 DPRXP2 RNF8 NUDT19P4 RUNX2 IP6K3 TREML4 SAYSD1 DLK2 CDC5L SLC29A1 BTBD9-AS1 SLC35B2 SPDEF ADCY10P1 TREML5P RPS10 NUDT3 RUNX2-AS1 SPATS1 IFITM3P3 KIF6 PACSIN1 SRSF3 RPL35P2 TREM1 AARS2 ENPP5 HSP90AB1 MYMX TREML3P NFKBIE ENPP4 TMEM151B RPL32P15 KCNK17 KRT18P9 TREM2 DAAM2-AS1 CYCSP55 OARD1 TREML2 ILRUN GLO1 RPL7P25 TFGP1 MIR7159 MIR6835 MIR3934 MIR3925 RN7SL502P RN7SL200P RN7SL26P RN7SL273P MIR1275 RN7SL285P RNA5SP207 RNVU1-33 RNU6-643P RNU1-54P RN7SL748P MIR6780B RN7SL811P RNU6-754P RN7SL465P MIR4647 MIR4642 RNU6-1113P MIR586 RPL7L1 C6orf226 PTCRA LINC02976 RPL24P4 GNMT PEX6 PPP2R5D MEA1 RRP36 RN7SL403P KLC4 MRPL2 KLC4-AS1 PTK7 SRF CUL9 DNPH1 TTBK1 GUCA1B MRPS10 RN7SKP186 DDR1-DT MIR4640 GTF2H4 SFTA2 MUCL3 HCG21 NAPGP2 MUC21 RNU6-1133P C6orf15 PSORS1C1 CDSN PSORS1C2 POLR2LP1 TCF19 PSORS1C3 VARS2 KCNK16 FKBP5 NCR2 LINC01276 MIR4641 MICB PPIAP9 RPL15P4 MCCD1 DDX39B ATP6V1G2-DDX39B SNORD117 SNORD84 DDX39B-AS1 LTA LTB LST1 NCR3 UQCRHP1 AIF1 SNORA38 MIR6832 APOM C6orf47 C6orf47-AS1 GPANK1 ABHD16A MIR4646 LY6G6F LY6G6F-LY6G6D LY6G6C MSH5 MSH5-SAPCD1 RNU6-850P SAPCD1-AS1 VWA7 DDAH2 USP8P1 RPL3P2 WASF5P LINC02571 MIR6891 RNU6-283P FGFR3P1 ZDHHC20P2 HLA-S ENSG00000237107 UBR2 RNU6-890P PRPH2 ATP6V0CP3 TBCC HLA-DMB HLA-DMA BRD2 C6orf223 MRPL14 TMEM63B CAPN11 POLR1C YIPF3 XPO5 POLH POLH-AS1 GTPBP2 MAD2L1BP RSPH9 LINC02537 NPM1P51 PGC FRS3 PRICKLE4 VARS1 LSM2 HSPA1L HSPA1A HSPA1B SNHG32 SNORD48 SNORD52 EHMT2-AS1 ZBTB12 CSNK2B TFEB NEU1 LINC02569 PRR3 MIR877 PPP1R10 MRPS18B ATAT1 PTMAP1 C6orf136 DHX16 ABCF1 TOMM6 MRPS18A ATP6V1G2 MPIG6B CLIC5 MAPK14 MAPK13 BRPF3-AS1 BRPF3 BNIP5 ETV7 ETV7-AS1 CMTR1 CCDC167 MIR4462 MDGA1 PNPLA1 HLA-DQA2 MIR3135B HLA-DQB2 HLA-DOB PSMB8-AS1 PSMB9 PPP1R2P1 HLA-Z SLC44A4 ATF6B FKBPL ENSG00000284954 PPT2 PPT2-EGFL8 EGFL8 AGPAT1 MIR6721 RNF5 MIR6833 PBX2 GPSM3 NOTCH4 HNRNPA1P2 RNU6-603P HLA-DRA PPP1R18 RPL7P4 MDC1-AS1 TUBB FLOT1 IER3 HCG20 RN7SL353P SCUBE3 ZNF76 PPARD MKRN6P RPL10A MIR7111 TEAD3 TULP1 ENSG00000218749 MIR5690 C2-AS1 NELFE MIR1236 DXO C4A-AS1 CYP21A1P TNXA STK19B C4B C4B-AS1 CYP21A2 RNA5SP206 FOXP4 APOBEC2 MICA LINC01149 MICB-DT HCP5 HLA-DOA HLA-DPB1 RPL32P1 HLA-DPA2 COL11A2P1 HLA-DPA3 HCG24 RXRB RNY4P10 HSD17B8 MIR219A1 RING1 ZNF70P1 HTATSF1P1 VPS52 RPS18 B3GALT4 WDR46 MIR6873 PFDN6 MIR6834 RGL2 ZBTB22 DAXX SMIM40 MYL12BP3 SLC22A7 CRIP3 RPL12P47 RPS2P28 LYPLA2P1 RPL35AP4 KIFC1 RPL12P1 PHF1 CUTA SYNGAP1 SYNGAP1-AS1 MIR5004 ZBTB9 BYSL CCND3 RNU6-761P NFYA DDR1 GNL1 NRM HLA-C HLA-DPA1 HLA-DRB5 RNU1-61P HLA-DRB6 HLA-DQA1 HLA-DQB1-AS1 MTCO3P1 ENSG00000232080 HLA-DQB3 HLA-DQB1 HLA-DRB9 MDC1 AGER PXT1 BAK1 POU5F1 CNPY3 KLHDC3 MED20 BICRAL VEGFA TREML1 USP49 PRRC2A LY6G6D CUL7 TAF8 RNY3P15 TAF11 MDFI COL11A2 BTNL2 CCHCR1 BAG6 LINC00336 LINC01512 LINC02520 LINC00243 CDKN1A DINOL RAB44 PPIL1 C6orf89 PI16 COX6A1P2 MTCH1 C2 PIM1 TMEM217 TRERF1 C6orf132 CLIC1 HLA-B DHFRP2 ARMC12 CLPSL2 CLPSL1 CLPS LHFPL5 SRPK1 PSMB8 LY6G6E SKIV2L NFKBIL1 FGD2 RPL12P2 PRRT1 STK19 TAP2 TAP1 CFB HCG22 SLC39A7 TSBP1 SNRPC UHRF1BP1 ANKS1A HSPE1P11 TCP11 DEF6 FANCE TNF C4A TNXB TAPBP TJAP1 HLA-DRB1 SAPCD1 MUC22 LY6G5B EHMT2 TMEM217B LRRC73 LY6G5C TDRG1 LINC00951 LRFN2 RNU6-250P TSBP1-AS1 LINC01016 SCIRT HCG25 ENSG00000289047 HCG27 FOXP4-AS1 LINC02570 HLA-DPB2 ILRUN-AS1 IER3-AS1 RNU1-88P PANDAR LAP3P2 CPNE5 ENSG00000290147 GUCA1ANB GUCA1A chr6p22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p22 RPL5P20 ARPC3P5 ASS1P1 NBAT1 LNC-LBCS LINC00581 JARID2-DT PPIAP29 MRPL42P2 KDM1B ABT1 SPTLC1P2 ZNF322 ARMH2 RPL6P18 VN1R13P HDGFL1 LINC02543 DEK LINC00240 LINC00533 MIR548A1HG OR2AD1P STMND1 RPSAP2 GUSBP2 RPL13P BTN2A1 OR2H4P OR2E1P ENSG00000203492 VN1R12P KRT18P1 HLA-U NOP56P1 HLA-K NRSN1 OR2U2P LINC01623 JARID2 LINC03003 MTCO2P33 OR2J4P POM121L6P TRIM27 HCG4B OR2W1-AS1 ZNF90P2 OR2P1P MCCD1P1 ZBED9 GPX5 SAR1AP1 E2F3-IT1 OR2B3 HCG9 RBM24 KRT18P38 MICD DDX18P3 ZBED9-AS1 UQCRFS1P3 DDX39BP2 SOX4 OR2G1P CDKAL1 DCDC2 ID4 HLA-A BOLA2P3 KIF13A HCG15 JARID2-AS1 IMPDH1P9 TPMT MDH1P2 HNRNPA1P58 MCCD1P2 NHLRC1 COX11P1 ENSG00000225832 MBOAT1 MYLIP TRIM26 LINC02829 HCG14 OR2U1P LINC01556 HLA-J HLA-W DDX39BP1 RNU6-522P MIR4639 RNU6-645P MIR548A1 RNA5SP204 RNU6-263P RNU6-1114P RN7SL128P RNU6-141P RNU6-1060P RN7SL471P RN7SKP240 RNU2-45P RNA5SP205 RN7SL334P RNU6-801P RNU6-150P RNU6-930P IQCB2P OR2W2P OR2B7P OR2B8P OR2W6P OR2B6 RPLP2P1 OR2W4P RIPOR2 NUP153 DTNBP1 RNF144B KAAG1 RNU6-391P GPLD1 ALDH5A1 KRT8P43 TDP2 ACOT13 GMPR LINC01015 GPR53P UBD GABBR1 OR2H5P TMEM183AP1 SNORD32B RPL13AP SUMO2P1 MOG ZDHHC20P1 HLA-F HLA-F-AS1 RPL23AP1 MICE HCG9P5 IFITM4P HLA-V HCG4 HLA-P RPL7AP7 MICG ZFP57 MRS2 SMIM15P2 SLC17A4 SLC17A1 SLC17A3 H2AC3P H2BP5 TRIM38 H3P26 H1-1 H3C1 H4C1 H3C2 H2AC4 H2BC3 H2AC5P H3C3 H1-2 H1-6 H1-4 LARP1P1 H2BC6 H4C4 MICC TMPOP1 SUCLA2P1 RANP1 HLA-E ZNF311 HFE KIAA0319 C6orf62 LINC02828 GMNN BTN1A1P1 RNU6-502P HCG11 HMGN4 ENSG00000284607 H2AC15 H2BC16P H2AC16 H1-5 H3C11 H4C13 H3C12 H2AC17 H2BC17 RNU7-26P OR2B2 ETF1P1 POLR1H PPP1R11 TRIM31 TRIM31-AS1 TRIM40 TRIM10 TRIM15 PAIP1P1 H2AC6 H1-12P H3C4 H2AC7 H3C5P H2AC9P H1-3 H4C6 H4C7 H3C7 H2AC10P H2BC10 H3C9P ENSG00000287050 BTN3A2 BTN2A2 BTN3A1 BTN3A3 ZSCAN26 SLC17A2 OR2J3 OR2H2 H4C3 ZKSCAN8 OR12D2 OR12D1 UBDP1 MAS1LP1 MAS1L RPS17P1 DDX6P1 OR5V1 OR12D3 OR14J1 ATXN1 H4C8 RNF39 OR2J1 OR2H1 OR2J2 OR10C1 OR2W1 ZSCAN31 PGBD1 BTN1A1 H3C6 ZSCAN12 HCG17 TRIM26BP TRIM39-RPP21 RPP21 HLA-N UBQLN1P1 RPL8P1 GPR89P RSL24D1P1 H4C10P H2AC14 H2BC14 H4C11 H4C12 H3C10 HLA-G HCG4P8 HCP5B HLA-H HLA-T E2F3 PRL GPX6 ZSCAN23 H2AC13 H2BC8 H2BC13 H2BC15 H2BC7 H2BC9 H2BC4 H3C8 H4C2 H4C5 H2BC5 ZNF165 ZSCAN16 ZNF602P ZKSCAN8P1 ZNF603P ZKSCAN8P2 TOB2P1 ZSCAN9 ZKSCAN4 NKAPL VN1R11P RNU2-62P H2BC11 H2AC11 H4C9 H2BC12 H2AC12 MIR3143 RPL10P2 PRSS16 POM121L2 VN1R10P ZNF391 MCFD2P1 ZNF184 HNRNPA1P1 CD83P1 RNU6-471P CAP2 RPL7P26 SUMO2P13 FAM8A1 RNU6-190P OR11A1 LINC02980 ZKSCAN3 SCGN PRELID1P2 H2AC1 H2BC1 H2BC2P H2AC2P ZSCAN12P1 OR1F12P TRIM39 H2AC8 OR2I1P ZSCAN16-AS1 CASC15 KATNBL1P5 RNU6-987P CARMIL1 NUP153-AS1 ATXN1-AS1 HCG18 LINC01012 ZNRD1ASP HLA-L BTN2A3P ZNF204P CMAHP chr6p23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p23 LINC01108 RPL6P17 RNF182 GFOD1 MRPL35P1 CD83 RNU6-793P RNU7-133P RN7SL332P GFOD1-AS1 RPS4XP7 RN7SKP204 NOL7 RANBP9 SIRT5 MCUR1 chr6p24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p24 EEF1E1 BLOC1S5 OFCC1 TMEM170B EEF1E1-BLOC1S5 LINC00518 BLOC1S5-TXNDC5 PIP5K1P1 BMP6 TXNDC5 MIR5689HG RPL7AP36 THAP12P5 HIVEP1 ELOVL2 EDN1 SMIM13 MRPL48P1 SSR1 LINC02522 TFAP2A-AS2 SYCP2L ELOVL2-AS1 CAGE1 TFAP2A-AS1 ERVFRD-1 SUMO2P12 AMD1P4 RIOK1 NEDD9 RPL15P3 RNU6ATAC21P RNU1-64P MIR5689 RN7SKP293 RNU1-11P TBC1D7 LINC02530 GCNT2P1 PAK1IP1 TMEM14C TMEM14B-DT TMEM14B RNA5SP203 MAK GCM2 ADTRP SLC35B3 TFAP2A HNRNPLP1 DSP SNRNP48 C6orf52 RREB1 GCNT2 PHACTR1 ENSG00000215022 HULC DSP-AS1 chr6p25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6p25 GMDS EXOC2 LINC01394 ENSG00000270174 FOXF2-DT HMGN2P28 FAM50B SEPTIN14P6 PSMC1P11 FOXQ1 RPP40 TDGF1P4 LINC01622 CDYL-AS1 LYRM4-AS1 HNRNPA1P37 FOXF2 LINC02533 FOXC1 CDYL WBP1LP12 OR4F1P RN7SL352P MIR6720 RNA5SP202 MIR3691 RN7SL554P PPP1R3G FARS2 PXDC1 WRNIP1 SERPINB1 MIR4645 SERPINB9 SERPINB6 LINC01011 NQO2-AS1 HTATSF1P2 FAM136BP SERPINB8P1 RNA5SP201 BPHL TUBB2BP1 LYRM4 RN7SL221P PKMP5 NRN1 MIR7853 MIR5683 SNAPC5P1 F13A1 LINC02525 RIPK1 TUBB2B PSMG4 SLC22A23 TUBB2A NQO2 GLRX3P2 PRPF4B FAM217A C6orf201 ECI2 ECI2-DT CNN3P1 LY86 BTF3P7 HUS1B KU-MEL-3 ENSG00000228793 DUSP22 IRF4 LINC02521 MYLK4 FOXCUT LINC01600 LY86-AS1 ENSG00000263667 SERPINB9P1 GMDS-DT FARS2-AS1 ENSG00000231811 chr6q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q11 RBBP4P3 GAPDHP41 DHFRP5 PRIM2BP KHDRBS2-OT1 KHDRBS2 chr6q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q12 SLC25A51P1 ADH5P4 EEF1B2P5 ENSG00000223504 NUFIP1P1 GCNT1P4 LGSN LINC02549 RPL7AP34 EYS FKBP1C SPTLC1P3 RPL9P18 HNRNPDP2 RNA5SP208 RNU7-66P RNU6-280P PHF3 ADGRB3 PTP4A1 ENSG00000214558 SCAT8 ADGRB3-DT chr6q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q13 RPL37P15 B3GAT2 SDHAF4 CD109 NPM1P37 TXNP7 GAPDHP42 COL19A1 BECN1P2 SMAP1 LYPLA1P3 SLC25A6P6 FAM135A-AS1 NDUFAB1P1 ENSG00000223786 FAM136FP LMBRD1 OGFRL1 KRT19P1 LINC01626 LINC00472 CD109-AS1 SLC17A5 MIR30A MIR30C2 RNU6-411P RNU4-66P RNU7-48P KCNQ5-DT MIR4282 KNOP1P4 PGAM1P10 KCNQ5-AS1 RBPMS2P1 KHDC1P1 KHDC1L KHDC1-AS1 RPSAP41 EIF3EP1 SDCBP2P1 PAICSP3 DPPA5 KHDC3L OOEP-AS1 RPL39P3 RPS6P8 DDX43 RNU6-975P RN7SL827P EEF1A1 FAM135A CGAS EEF1A1-AS1 RPS27P15 MTO1 OOEP COL9A1 KCNQ5 LINC01610 RIMS1 KHDC1 chr6q14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q14 DBIP1 LAP3P1 LINC02540 RPS6P7 CYB5R4 LINC01526 ME1 MRAP2 NDUFA5P9 CEP162 LINC01611 FILIP1 LCAL1 IBTK GAPDHP63 SMARCE1P2 LCA5 LINC02857 PRSS35 ELOVL4 RPL35AP18 SENP6 TENT5A HTR1E TBX18 RPL7P29 TBX18-AS1 MTHFD2P2 TTK HSPD1P10 RPL26P20 BCKDHB H3P27 IMPG1 SH3BGRL2 RPL17P25 AK4P5 HMGN3 UBE3D RPL7P27 RAB1AP2 RPSAP72 RNU6-261P RNU6-84P SNORA70 RNU6-155P RNU6-1338P RNA5SP209 RNU6-130P RNA5SP210 RNU6-248P RN7SL643P RNU6-1016P RN7SKP163 HTR1B TPBG SYNCRIP COL12A1 TMEM30A HMGB1P39 MIR4463 UBE2V1P15 RNU1-34P SNX14 SNHG5 PKMP3 SNORD50B SMIM11P1 RNU4-72P RNU4-12P KRT18P64 LINC02535 DUTP5 TPT1P6 NT5E MEI4 MYO6 RIPPLY2 SNAP91 HMGN3-AS1 DOP1A RWDD2A PGM3 COX7A2 RN7SKP209 CGA RCN1P1 ZNF292 IRAK1BP1 PHIP TMEM30A-DT LINC01621 LINC02542 chr6q15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q15 CASC6 TUBB3P1 RPL5P19 UBE2J1 RRAGD NACAP7 PM20D2 PNRC1-DT RNGTT MTATP6P25 ANKRD6 GABRR1 MTND4LP19 MTCO1P56 GJB7 GABRR2 PNRC1 SRSF12 ENSG00000288009 RNU2-61P RN7SL415P MIR4643 MIR4464 RN7SL11P RN7SL336P DNAJC19P6 PIMREGP3 RPL22P14 GJA10 RN7SKP110 CASP8AP2 AKIRIN2 RN7SL183P SPACA1 ACTBP8 ORC3 CNR1 SMIM8 C6orf163 CFAP206 ST13P16 SLC35A1 RNU6-444P RARS2 BACH2 LYRM2 MDN1-AS1 MDN1 MAP3K7 chr6q16 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q16 POU3F2 NPM1P38 GPR63 PRDX2P4 MCHR2-AS1 EEF1GP6 EIF4EBP2P3 MCHR2 BDH2P1 LIN28B-AS1 SIM1-AS1 FBXL4 R3HDM2P2 HACE1 LIN28B KRT18P50 NPM1P10 FUT9 ASCC3 MTCYBP36 NDUFAF4 LINC02531 ATF1P1 KLHL32 MIR548AI RN7SL509P RN7SL797P MIR2113 RNU6-897P SIM1 PRDM13 ACTG1P18 FAXC COQ3 PNISR USP45 TSTD3 CCNC COPS5P1 EPHA7 GRIK2 CYCSP17 MANEA-DT MANEA UFL1 FHL5 RPS7P8 RNU4-70P TYMSP1 MMS22L PNISR-AS1 ENSG00000271860 UFL1-AS1 chr6q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q21 PRDM1 RPL35P3 SUMO2P8 LAMA4-AS1 BRD7P4 CD24 LINC00222 MFSD4B SOCS5P5 LINC02518 MTRES1 ZPR1P1 REV3L RPL7AP35 ARMC2 PA2G4P5 BVES FAM229B FCF1P10 RPS27AP11 LINC02880 HDAC2 LINC02836 ENSG00000286691 FCF1P5 RFPL4B CDK19 MARCKS POPDC3 PDSS2 ATG5 ATP5MFP2 NUDT19P3 ARMC2-AS1 FOXO3 CDC40 LAMA4 REV3L-IT1 RPS24P12 WASF1 SOBP TUBE1 RPSAP45 AFG1L KRT18P65 MFSD4B-DT FEM1AP3 LINC02527 FYN RNU6-1299P RNU6-1106P RN7SL47P RNU6-344P RNU6-957P RNU6-1163P RNU6-960P RNU6-1226P RNU6-653P RN7SKP211 SLC22A16 RN7SL617P DDO FIG4 CRYBG1 RNA5SP211 ENSG00000282408 RTN4IP1 RNU6-527P QRSL1 RPL21P65 LINC02526 RNU6-117P MIR587 SNORA40C RNU6-1115P CNN2P9 AMD1 GTF3C6 RPF2 GSTM2P1 BEND3 PREP RPSAP43 CEP57L1 METTL24 AK9 GPR6 CCN6 SLC16A10 SESN1 HDAC2-AS2 CCDC162P SCML4 SEC63 RNU6-437P RPL23AP50 MTHFD2P3 PTCHD3P3 RNY3P11 RPL7P28 CD164 PPIL6 SMPD2 MICAL1 ZBTB24-DT ZBTB24 RPL3P7 OSTM1-AS1 NR2E1 SNX3 RNA5SP212 RNU6-1144P ENSG00000238055 RNU6-770P OSTM1 TRAF3IP2 BVES-AS1 LINC02541 MROCKI LINC02532 TRAF3IP2-AS1 chr6q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q22 TPI1P3 CEP85L NEPNP ENSG00000232395 PRELID1P1 HMGB3P18 TSPYL4 CBX3P9 NCOA7 CLVS2 TRDN RPS4XP9 VGLL2 BRD7P3 SLC25A5P7 GJA1 LINC02534 KRT18P22 NUS1 NCOA7-AS1 RAP1BP3 RPL23AP48 SOGA3 FAM184A NT5DC1 TPD52L1 TRMT11 FABP7 HINT3 YAP1P3 ENSG00000287097 CALHM6-AS1 HSF2 HDDC2 NKAIN2 CALHM6 TMEM244 COL10A1 TBC1D32 LINC02523 PLN MAN1A1 GOPC SMPDL3A PPP1R14BP5 TRAPPC3L HEY2 ATP5MGP2 DSE KIAA0408 PTPRK-AS1 FRK EEF1DP5 COX6A1P3 NIP7P3 RSPO3 B3GALNT2P1 C6orf58 SSXP10 DNAJA1P4 SLC35F1 RNU6-214P RN7SKP18 RNA5SP215 RN7SKP51 RN7SKP56 RNU6-253P MIR588 RNU6-200P RNU4-76P RNU6-1286P MIR3144 RNA5SP216 RNU6-475P RNU1-18P RNU4-35P MIR548B RNU6-194P RNU2-8P RN7SL564P DCBLD1 TSPYL1 CENPW RNA5SP213 LINC02536 MRPS17P5 ROS1 PTPRK SELENOKP3 ASF1A MCM9 FAM162B GPRC6A RPS29P13 RNA5SP214 RFX6 RNF146 RNA5SP217 YWHAZP4 RPL5P18 HS3ST5 RNF217 MESTP1 BMPR1AP1 RNU6-861P ARHGAP18 RPL5P21 LAMA2 THEMIS HEY2-AS1 SERINC1 PKIB CALHM5 CALHM4 RWDD1 RSPH4A ZUP1 KPNA5 RNF217-AS1 TRDN-AS1 ECHDC1 chr6q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q23 RPL21P67 EEF1A1P36 STX7 MTFR2 BTF3L4P3 LINC02865 RPL21P66 HBS1L EPB41L2 BCLAF1 GAPDHP73 TARID MOXD1 LINC02524 HMGA1P7 RPSAP42 MED23 TAAR6 FTH1P26 NDUFS5P1 SLC18B1 ALDH8A1 MEMO1P2 TAAR2 RPS29P32 TAAR3P PERP ENSG00000237596 FAM8A6P CHCHD2P4 RPS12 KRT8P42 HMGB1P13 SAMD3 COX5BP2 TAAR4P CT69 ARFGEF3 ARG1 SLC2A12 TAAR7P CCN2-AS1 LINC02921 HMGB1P17 PDE7B RPL23AP46 L3MBTL3 OLIG3 ENPP3 RNU4-18P RN7SL408P SNORD101 MIR3662 SNORD100 SNORA33 RNA5SP218 MIR548AJ1 LINC01312 TBPL1 TCF21 TMEM200A RN7SKP299 MAP7-AS1 MAP3K5-AS1 RNA5SP219 PEX7 RPL7AP37 SLC35D3 RPL35AP3 NHEG1 MYB-AS1 MIR548A2 AHI1 SMLR1 OR2A4 CTAGE9 MIR548H5 SELENOKP2 RN7SKP245 CCN2 AKAP7 PBOV1 ENPP1 MTCYBP4 HSPE1P21 EYA4 MAP7 IL20RA SGK1 TAAR1 MYB TAAR5 LINC02528 HLFP1 VNN1 CCNG1P1 VNN2 RBM11P1 IL22RA2 IFNGR1 LINC02539 WAKMAR2 TNFAIP3 MAP3K5 TAAR8 TAAR9 LINC01013 LINC00326 LINC03004 AHI1-DT LINC01010 LINC03002 MAP3K5-AS2 VNN3P chr6q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q24 VTA1 PEX3 LINC02919 ABRACL LINC01277 ADGRG6 RAB32 RPS3AP23 HIVEP2-DT FILNC1 HECA ADAT2 VDAC1P8 ENSG00000236366 HYMAI HIVEP2 LINC01625 HEBP2 LUADT1 TUBB8P2 CYP51A1P3 MARCKSL1P2 TXLNB GRM1 FUCA2 FUNDC2P3 ZC2HC1B SAMD5 PHACTR2-AS1 ATP5PBP6 AIG1 ENSG00000226249 LTV1 NMBR-AS1 YAP1P1 CITED2 MIR3145 RNU6-1222P RN7SKP106 RNA5SP222 RNA5SP221 RNU1-33P FBXO30 EPM2A REPS1 SMIM28 MTCH1P1 NHSL1-AS1 CCDC28A-AS1 ACKR4P1 CCDC28A ADGB-DT RNU6-906P KATNBL1P6 ADGB ECT2L RNA5SP220 MIR3668 MIR4465 RPS3AP24 NMBR UTRN SASH1 PLAGL1 NHSL1 SHPRH PHACTR2 STXBP5 SF3B5 MRPL42P3 STX11 TPT1P4 GJE1 EPM2A-DT STXBP5-AS1 LINC02941 chr6q25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q25 RPS18P9 ENSG00000271551 PPP1R14C FNDC1-IT1 TUBB4BP7 LINC02840 OSTCP1 RPL32P16 BTF3P10 MTCO3P31 PHB1P1 TMEM242 TMEM242-DT UST ULBP3 AKAP12 RAET1L ARID1B HMGB3P19 CNKSR3 DYNLT1 OPRM1 SSR1P1 SNRPEP6 LDHAL6FP RAET1M VIP MTND3P20 RPSAP40 UST-AS1 LINC02529 MTRF1L MTND4LP20 MTCO2P31 MTRES1P1 UST-AS2 H3P28 SLC22A3 RPS4XP8 MTND4P13 FBXO5 PPIL4 GINM1 ULBP1 LPAL2 SLC22A2 ZDHHC14 CACYBPP3 TULP4 KATNA1 FNDC1 MTATP6P31 FNDC1-AS1 LATS1 RGS17 RNU7-152P RNU6-896P RNA5SP225 RNU4-7P RNU6-300P MIR4466 RNA5SP224 MIR1202 SNORD28B RNU6-293P TATDN2P2 MIR7161 IYD SOD2 HNRNPH1P1 RNU4ATAC18P WTAP SOD2-OT1 ACAT2 TCP1 SNORA20 SNORA29 MRPL18 PNLDC1 RNU6-824P MIR1273C TFB1M CLDN20 NOX3 SCAF8 AMZ2P2 MIR3918 EZR-AS1 MAS1 IGF2R AIRN CHP1P2 SLC22A1 MTHFD1L MIR3692 SNX9 SNX9-AS1 HSPE1P26 RNU6-786P SYNJ2 SYNJ2-IT1 RSPH3 TAGAP SYTL3 RNU6-1247P RNY4P20 RN7SKP268 ZBTB2 RMND1 HSPA8P15 ARMT1 CCDC170 RNU6-813P SYNE1-AS1 RNA5SP223 NANOGP11 HSPD1P16 ENSG00000278899 NUP43 BTBD10P2 LRP11 RAET1E-AS1 CCT7P1 RAET1G ENSG00000216621 ULBP2 SYNE1 TIAM2 TMEM181 SERAC1 SRP72P2 RN7SL173P GTF2H5 EZR ESR1 MYCT1 RAET1E IPCEF1 RAET1K PDCL3P5 ARL4AP5 RNU6-302P PLEKHG1 PCMT1 LINC02901 TAGAP-AS1 ENSG00000285492 ENSG00000287260 TAB2-AS1 RN7SL234P FABP12P1 SUMO4 ZC3H12D RNU7-3P TAB2 chr6q26 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q26 MAP3K4-AS1 MAP3K4 QKI AGPAT4 KRT8P44 PACRG-AS2 PACRG-AS3 LPA PLG RN7SL366P PRKN PACRG PACRG-AS1 CAHM chr6q27 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr6q27 LINC00242 RPS6KA2 RPL23AP47 RPL12P23 ENSG00000271820 ENSG00000229720 LINC01624 DLL1 ENSG00000234519 ERMARD PSMB1 OR4F7P WDR27 WBP1LP8 ENSG00000234647 CTAGE13P PHF10 DYNLT2 PDCD2 ENSG00000237987 ENSG00000232197 DACT2 MIR4644 MIR3939 CEP43 UNC93A TTLL2 GPR31 LINC00602 GAPDHP72 RNU6-153P ENSG00000233365 GNG5P1 PRR18 SFT2D1 HNRNPA1P49 MPC1 MPC1-DT RPS6KA2-IT1 MIR1913 TBXT FAM120B LNCDAT LINC02544 THBS2-AS1 VTA1P1 TCP10L3 C6orf118 RNA5SP226 RNU6-730P THBS2 RPS6KA2-AS1 RNASET2 LINC02538 LINC02487 ENSG00000269155 KIF25-AS1 KIF25 PDE10A TBP SMOC2 FRMD1 CCR6 ENSG00000289090 HPAT5 TCP10L2 C6orf120 RAMACL AFDN LINC01615 LINC01558 ENSG00000289838 LINC02519 ENSG00000286760 LINC00574 ENSG00000230960 AFDN-DT chr7p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p11 VN1R25P RPL31P35 ENSG00000233288 CCT6A NIPSNAP2 PSPH ZNF713 LINC02854 SEPTIN14P24 BSNDP4 NUPR2 VOPP1 SLC25A5P3 CCNJP1 CICP8 IFITM3P4 SEC61G MRPS17 NMD3P2 VSTM2A-OT1 RBM22P3 NCOR1P3 ZNF716 CHCHD2 SNORA22B SNORA15 RNU6-1125P RNU6-1052P RNU6-1335P ELDR CALM1P2 SUMF2 MIR4283-1 TNRC18P3 SLC29A4P1 PHKG1P4 SEPTIN7P15 MTATP6P8 MTCO3P10 MTND4LP32 MTND4P4 MTND5P6 MTND6P29 MTCYBP29 GUSBP10 MTND1P4 MTND2P6 MTCO1P10 MTCO2P10 MTATP6P10 MTCO3P4 MTND4P5 MTND5P7 MTCYBP5 GUSBP12 ENSG00000234089 RNU7-157P MIR3147HG MIR3147 VN1R28P SAPCD2P2 VSTM2A LANCL2 ZNF479 PHKG1 EGFR TRIM60P16 ENSG00000286477 CICP28 ENSG00000233437 VOPP1-DT CDC42P2 TUBBP6 FKBP9P1 RNU6-389P SUMO2P3 CICP11 PSPHP1 RNU6-1126P SEPTIN14 CICP12 SEC61G-DT LINC01445 EGFR-AS1 chr7p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p12 ABCA13 ZPBP TNS3 RRBP1P1 ROBO2P1 LINC02902 ADCY1 VWC2 HAUS6P1 ENSG00000223829 LINC01447 POM121L12 GNL2P1 HMGN1P19 LINC02838 GRB10 RNF138P2 DDX43P2 ENSG00000228627 RAC1P9 ENSG00000233539 HAUS6P3 EPS15P1 SGO1P2 ZNF619P1 MRPL42P4 SRSF8CP RN7SKP218 RN7SL292P RNU2-29P RNU1-14P SPATA48 RNU6-241P CICP20 RNU6-326P IGFBP1 IGFBP3 FTLP15 TTC4P1 LINC00525 PKD1L1-AS1 HUS1 C7orf57 PKD1L1 SUN3 LINC01446 GTF2IP13 GDI2P1 CDC14C UPP1 RNU6-1091P FIGNL1 DDC DDC-AS1 IKZF1 CCDC201 SEPTIN7P2 COBL RPL7L1P2 CICP17 chr7p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p13 RAMP3 TBRG4 NACAD ELK1P1 STK17A BLVRA ENSG00000225443 LUARIS TMED4 MYO1G RNU6-1097P SNORA5A SNORA5C SNORA5B SNORA9 CCM2 NPC1L1 AEBP1 MIR4649 RNA5SP230 MYL7 PPIA H2AZ2 H2AZ2-DT PURB MIR4657 RASA4CP LINC00957 DBNL MIR6837 PGAM2 POLM MIR6838 YKT6 DDX56 GCK MRPS24 URGCP-MRPS24 URGCP TUBG1P UBE2D4 POLR2J4 UPK3BL3P ZMIZ2 OGDH SPDYE1 COA1 POLD2 NUDCD3 RPL32P18 CAMK2B SNHG15 chr7p14 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p14 CPVL NANOGP4 NOD1 CPVL-AS1 RPS27P16 NPM1P18 DPY19L1P1 AOAH-IT1 NPSR1-AS1 ENSG00000285412 HECW1 ENSG00000286847 ANLN MTURN NPSR1 INMT LINC01176 HECW1-IT1 CHN2-AS1 ELMO1-AS1 SFRP4 AMPH TRIL ZNRF2P1 RPS17P13 AOAH KRT8P20 SLC25A5P5 FAM183BP MARK2P13 RPL7P31 POU6F2-AS2 NCAPD2P1 EEPD1 BBS9 LINC00997 VPS41 ZNRF2 PDE1C LSM5 SNX2P2 RPS10P14 CHN2 PLEKHA8 CPVL-AS2 MIR550A1 MIR550B1 RNU6-438P MIR550A2 MIR550B2 RN7SL83P RN7SL132P SNORA20B MIR1200 RNU6-565P MIR3943 RNU7-35P RNU6-575P MPLKIP THUMPD3P1 SUGCT-AS1 RWDD4P2 RN7SL496P CDK13-DT SUGCT LINC01450 LINC01449 HERPUD2 HERPUD2-AS1 LINC03013 GGCT TRPC6P10 CRHR2 GARS1 YAE1-DT YAE1 RALA RNU6-719P CICP22 SSBP3P1 LINC00265 POU6F2 KIAA0895 SCRN1 FKBP14-AS1 FKBP14 LINC01448 TCP1P1 PSMA2 MRPL32 INHBA INHBA-AS1 HMGN2P30 GLI3 INMT-MINDY4 MINDY4 AQP1 GHRHR ADCYAP1R1 ELMO1 DPY19L1P2 RPL7AP78 FKBP9 RNU6-388P NT5C3A RPS29P14 RN7SL505P RNA5SP229 RP9 NEUROD6 ENSG00000231418 PPP1R17 RNU6-1085P SEPTIN7P3 PPP1R14BP4 ENSG00000261184 SEPTIN7 AVL9 KBTBD2 WIPF3 C7orf25 GTF3C6P3 PRR15 ZNRF2P2 TMSB4XP3 DPY19L2P3 MIR550A3 S100A11P2 TBX20 DPY19L1 MIR548N BMPER STARD3NL TRGC2 TRGJ2 TRGJP2 TRGJ1 TRGJP TRGJP1 TRGV11 TRGVB TRGV10 TRGV9 TRGVA TRGV8 TRGV7 TRGV6 TRGV5P TRGV5 TRGV4 TRGV3 TRGV2 TRGV1 TRGC1 TARP ITPRID1 CDK13 SEPTIN7-DT POU6F2-AS1 TRG-AS1 DPY19L2P1 PRR15-DT GARS1-DT RP9P NECAP1P1 GPR141 EPDR1 GPR141BP NME8 chr7p15 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p15 PCMTD1P3 NPY LINC02860 NPVF TPT1P7 GSDME HMGB3P20 OSBPL3 KLHL7 MALSU1 C7orf31 RPL7AP41 RPL35P4 EIF4HP1 SP4 IGF2BP3 TSEN15P3 SNRPCP19 HNRNPA1P73 CDCA7L PSMC1P2 CREB5 TAX1BP1-AS1 SKAP2 RPL7AP38 CYCS ASS1P11 SUMO2P14 HIBADH STK31 RNU1-15P MIR1183 RN7SL542P RNA5SP228 SNORD65C RNU6-1103P GPNMB NFE2L3 CBX3 PALS2 RAPGEF5 RNA5SP227 EEF1A1P6 STEAP1B-AS1 IL6-AS1 MTCYBP42 SNORD93 RPL12P10 STEAP1B FAM126A KLHL7-DT AK3P3 NHP2P2 HOXA1 HOTAIRM1 HOXA2 HOXA-AS2 HOXA4 HOXA-AS3 HOXA5 HOXA6 HOXA7 HOXA9 HOXA10-AS MIR196B HOXA11 HOXA11-AS HOXA13 HOTTIP EVX1-AS EVX1 TAX1BP1 HOXA3 RNU7-143P RPS2P32 TRA2A CLK2P1 CCDC126 FCF1P1 FAM221A TPM3P4 NUP42 TOMM7 HOXA10 DNAH11 IL6 JAZF1 RNU6-979P JAZF1-AS1 PPIAP80 KIAA0087 ENSG00000233760 SNX10 MIR148A HNRNPA2B1 SNX10-AS1 LINC03007 SNHG26 LINC02981 chr7p21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p21 MIOS PER3P1 MEOX2 MGC4859 HSPA8P8 RAD17P1 CCNB2P1 ICA1 TSPAN13 ENSG00000226097 RPA3 NXPH1 MACC1-AS1 THRAP3P3 GLCCI1-DT MIOS-DT RPL23AP52 RPL36AP26 ENSG00000237070 ICA1-AS1 RBMX2P4 NDUFA4 SCIN NPM1P11 BRWD1P3 GAPDHP68 ARL4A GTF3AP5 EEF1A1P26 ETV1 PRPS1L1 LINC01162 RPL6P21 LINC02889 RPL21P75 SNX13 AHR TWIST1 AGR2 RPL23P8 ITGB8 AGR3 LINC02888 RPS26P30 GLCCI1 EEF1A1P27 ANKMY2 AGMO POLR1F MACC1 MRM3P2 COL28A1 RNU6-534P RN7SKP228 SNORA63 MIR3146 TMEM196 CRPPA RPL36AP29 CRPPA-AS1 SOSTDC1 LRRC72 PHF14 MIR1302-6 RN7SKP266 HDAC9-AS1 NPM1P13 DGKB FERD3L TMEM106B SSBL5P TAS2R2P ABCB5 ENSG00000226690 UMAD1 THSD7A SP8 BZW2 VWDE HDAC9 MACC1-DT LINC02587 LINC03016 ITGB8-AS1 chr7p22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7p22 SDK1-AS1 UNCX GET4 INTS1 RADIL EIF2AK1 RPL22P16 ZFAND2A UNC93B2 ALG1L5P OR7E59P ENSG00000239715 LINC03014 LINC03015 FAM20C FOXK1 C7orf50 TTYH3 ZFAND2A-DT CYP3A54P SUN1 IQCE OR7E39P PAPOLB OR7E136P C1GALT1 PRKAR1B WIPI2 AP5Z1 EVA1CP3 MICALL2 COX19 GPR146 ADAP1 DNAAF5 CYTH3 FAM86LP CYP2W1 MIR339 RNU6-215P RN7SL851P RNU6-218P MIR4656 MIR3683 RBAK-RBAKDN RBAKDN OR10AH1P RNF216P1 LINC02983 MIR589 ACTB FSCN1 RNF216-IT1 MIR6874 RNF216 GNA12 CARD11-AS1 RN7SKP130 FAM220A RPSAP73 DAGLB KDELR2 CCZ1B MMD2 TFAMP1 ELFN1-AS1 MIR4655 MRM2 SNX8 MIR6836 IMMP1LP3 KIF19BP CHST12 MAD1L1 RN7SL556P OCM CCZ1 NUDT1 SLC29A4 ZNF853 ZNF316 ZNF12 PMS2CL SPDYE20P SPDYE19P RBAK TNRC18 AMZ1 EIF3B MIR4648 BRAT1 FBXL18 SDK1 LFNG GPER1 USP42 ENSG00000287342 ENSG00000249574 ENSG00000286710 PRKAR1B-AS2 FOXL3 GRIFIN MAFK TMEM184A PSMG3 ELFN1 GRID2IP ZDHHC4 INTS15 RAC1 CARD11 AIMP2 SNORA80D ANKRD61 PMS2 SAGSIN1 RSPH10B2 PDGFA RSPH10B ZNF890P ZNF815P ENSG00000289352 MICALL2-DT PRKAR1B-AS1 PSMG3-AS1 PDGFA-DT chr7q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q11 VN1R31P VN1R33P ENSG00000226829 INTS4P1 ASL ARAFP2 MTCO1P25 VN1R32P GTF2IP9 SEPTIN7P4 LINC01005 SLC25A1P2 MTATP6P21 MTCO1P57 INTS4P2 ZNF727 SEPTIN14P1 ZNF90P3 TRIM60P17 VKORC1L1 ZNF733P SAPCD2P4 MTCO1P8 GUSB MTCO3P8 ARAFP3 GUSBP6 MTND1P2 PHKG1P1 MTATP6P18 MTND2P4 TPST1 GTF2IP5 MTCO2P8 MTND4P2 RSL24D1P3 MTND4LP2 GALNT17 CALN1 MTND3P2 MTCO3P41 SKP1P1 MTND4P3 ENSG00000225209 RABGEF1P2 CRCP MTCO2P25 RNU6-417P SNORA22 SNORA15B-2 RNU6-912P RNU6-229P RNA5SP231 RNA5SP232 RNU6-973P RNU6-832P RNU6-313P MIR3914-1 MIR3914-2 RN7SKP75 FDPSP7 RPL7AP43 DTX2P1-UPK3BP1-PMS2P11 DTX2P1 UPK3BP1 PMS2P11 PMS2P9 ZNF92 RSBN1L TMEM60 SAPCD2P3 RPL35P5 GTF2IP23 RNU6-1254P LINC02604 RNU6-863P GTF2IP7 RABGEF1P3 SRRM3 YWHAG PPIAP81 SSC4D ZP3 FDPSP2 HSPB1 VPS37D DNAJC30 BUD23 STX1A MIR4284 RN7SL265P CLDN3 METTL27 TMEM270 LIMK1 MIR590 FGL2 LAT2 RFC2 CLIP2 RNA5SP233 RABGEF1 KCTD7 EIF4H CLDN4 ZNF138 SEPHS1P1 EEF1DP4 ENSG00000189316 GSAP GCNT1P5 PTPN12 CCDC146 MIR4650-2 RN7SL377P RN7SL625P NSUN5P2 TRIM74 STAG3L3 PMS2P7 PMS2P8 PMS2P14 PMS2P6 PHB1P5 STAG3L2 PMS2P5 PHB1P6 PMS2P13 PMS2P10 PMS2P2 ENSG00000146722 ABHD11 GTF2IP4 NCF1B GTF2IRD2P1 POM121B NSUN5 RPL7AP77 TRIM50 FKBP6 RNU6-1080P GTF2I-AS1 PHB1P15 CASTOR2 RCC1L FZD9 DTX2 ZNF679 ZNF736 TRIM60P18 YWHAEP1 VN1R40P ZNF680P1 HNRNPCP7 ZNF680 BNIP3P42 BNIP3P11 MIR6839 VN1R42P MTDHP1 ERV3-1 RNU6-1229P CCT6P3 SNORA22C SNORA15B-1 GTF2IP14 ZNF273 POM121 ABCF2P2 BAZ1B RNU6-1198P BCL7B MLXIPL GTF2IRD1 NCF1C GTF2IP1 POM121C HIP1 CCL26 CCL24 RHBDD2 MIR4651 RPL7L1P3 SNORA14A TMEM120A STYXL1 MDH2 SPDYE14 UPK3B LINC03009 POMZP3 ZNF107 NCF1 TYW1 TBL2 ZNF117 GTF2IRD2B ELN SPDYE5 SPDYE9 SPDYE11 SPDYE13 SPDYE15 SPDYE16 SPDYE17 SPDYE18 GTF2I GTF2IRD2 SPDYE10 SPDYE8 LINC03006 ENSG00000287815 PHTF2 SPDYE21 POR STAG3L1 TRIM73 RPL6P20 VN1R37P VN1R38P SAPCD2P1 ZNF735 TMEM248 RN7SL43P MIR4650-1 SBDS SPDYE12 SPDYE7P TYW1B ZNF722 CT66 AUTS2 LINC00174 ZNF734P SEPTIN7P5 PHKG1P2 SLC29A4P2 TNRC18P2 MIR4283-2 CICP24 GABPAP NMD3P1 SLC25A1P3 VN1R34P ARAFP1 VN1R35P VN1R36P PMS2P3 LINC03011 LINC02848 ABHD11-AS1 FAM185BP CCT6P1 GTF2IRD1P1 RABGEF1P1 ELN-AS1 NSUN5P1 SBDSP1 STAG3L4 PMS2P4 APTR chr7q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q21 MTHFD2P5 ZNF804B LINC00972 KPNA2P2 SEMA3A ENSG00000233491 ARF1P1 EIF4A1P13 GATAD1 SLC66A2P1 BET1 SDHAF3 LMTK2 RPL7P30 PCLO SOCS5P1 ASB4 HMGB3P21 DDX43P3 TMBIM7P RBM48 EEF1A1P28 MTERF1 BET1-AS1 ERVW-1 TEX47 TAC1 RPL7AP40 GRM3-AS1 PEX1 VPS50 SNRPCP9 LINC03017 ANKIB1 TFPI2 ELAPOR2 PPP1R9A AP1S2P1 RPS3AP26 PON3 HINT1P2 STEAP2-AS1 PON1 HGF DYNLL1P7 FAM133B ASNS PEG10 RPS3AP29 TFPI2-DT TECPR1 TMEM243 RPS3AP25 CD36 OR7E7P GNG11 SEMA3C ATP5PBP2 SNRPBP1 PON2 SGCE CACNA2D1 LINC02932 GRPEL2P3 GNAT3 OR7E38P CACNA2D1-AS1 NDUFAF4P2 DLX5 GNAI1 DLX6 GNGT1 RPL10P11 CCZ1P1 BRI3 EIF4EP4 RNA5SP234 RN7SL869P RNU6-849P RN7SL35P RNU6-274P RNU6-10P RN7SKP129 MIR4652 RNU4-16P RNU6-956P RN7SKP104 MIR5692A1 MIR5692C2 RNA5SP235 RNU6-532P RNU6-364P RN7SL478P RNU7-188P MIR591 RN7SL252P CYP51A1-AS1 MIR1285-1 CDK6 SLC25A13 DDX3ILA1 RPL13AP17 MAGI2-AS1 MAGI2-AS2 RNU6-337P RNU6-530P NUP35P2 MAGI2 MIR653 MIR489 CALCR DMTF1 CFAP69 GTPBP10 CLDN12 CDK14 TVP23CP1 PTP4A1P3 FZD1 NIPA2P1 PTTG1IP2 CROT ABCB4 ABCB1 HNRNPA1P9 ENSG00000287672 BHLHA15 AKAP9 LRRD1 SLC25A40 DBF4 SRI SRI-AS1 STEAP4 ADAM22 HMGN2P11 HNRNPA1P8 HSPA8P16 SEMA3D GRM3 CYP51A1 KRIT1 RUNDC3B SEM1 MARK2P10 STEAP1 STEAP2 PDK4-AS1 PDK4 DYNC1I1 DLX6-AS1 DMTF1-AS1 FAM237B COL1A2 RNU6-1328P CASD1 RN7SL7P SAMD9 HEPACAM2 SAMD9L SEMA3E RAD23BP2 OCM2 CDK6-AS1 DPY19L2P4 PPP1R9A-AS1 TP53TG1 MAGI2-AS3 chr7q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q22 NPTX2 ZKSCAN1 IFT22 MOGAT3 SERPINE1 DGAT2L7P AZGP1P2 RINT1 PPIAP82 AP1S1 PLOD3 RPSAP46 ATP5MF-PTCD1 AZGP1 EMSLR PCOLCE-AS1 PUS7 NAT16 CDHR3 BAIAP2L1 ARMC10 COL26A1 LINC02577 EFCAB10 MYL10 FIS1 PRKAR2B YBX1P2 PRKAR2B-AS1 ZNHIT1 MYH16 RNU6-1104P RNA5SP236 MIR4653 HBP1 GPR22 COPS6 MCM7 MIR25 MIR93 MIR106B AP4M1 CNPY4 MBLAC1 RPL7P60 TRAPPC14 MIR4658 GAL3ST4 GPC2 STAG3L5P STAG3L5P-PVRIG2P-PILRB PVRIG2P MIR6840 PILRA PPP1R35 PPP1R35-AS1 C7orf61 ZNF3 RNU6-393P MIR3609 RNF14P3 TRRAP PTCD1 DUS4L CPSF4 ATP5MF ZNF789 ZNF394 FAM200A ZNF655 TMEM225B ZSCAN25 CYP3A5 CYP3A51P CYP3A7 CYP3A137P CYP3A52P GJC3 CLDN15 ZKSCAN5 TMEM130 MIR548O ALKBH4 LRWD1 MIR5090 MIR4467 RASA4B POLR2J3 UPK3BL1 RASA4DP RPL7AP39 CRYZP1 RPL23AP95 S100A11P1 DNAJC2 RPS29P16 SLC26A5 SLC26A5-AS1 RN7SKP86 PMPCB PSMC2 PCOLCE MOSPD3 TFR2 ACTL6B GNB2 POP7 EPO ZAN EPHB4 RN7SL750P SLC12A9 TRIP6 MIR6875 SRRT RN7SL549P RPS29P15 GIGYF1 COG5 TRIM4 SMURF1 ACHE CUX1 SYPL1 DCAF13P1 RNU6-392P LARP1BP2 NAMPT MIR4285 PMS2P12 PRKRIP1 RELN ORC5 KPNA7 STAG3 ATXN7L1 NAPEPLD LHFPL3 EIF4BP6 LHFPL3-AS1 LHFPL3-AS2 RN7SL8P MUC3A MUC17 RN7SKP54 TRIM56 MUC12 ZCWPW1 RASA4 VGF ZSCAN21 CYP3A43 CYP3A4 CCDC71L PILRB SPDYE3 SRPK2 ENSG00000213361 RWDD4P1 RNU6-1322P SPDYE2B TAF6 ORAI2 SPDYE6 LAMTOR4 POLR2J LNCPRESS1 LINC01007 RNU6-1136P RN7SKP198 LRRC17 FAM185A FBXL13 NYAP1 RN7SL416P AGFG2 IRS3P SAP25 LRCH4 FBXO24 ARPC1A ARPC1B PDAP1 BUD31 MEPCE TSC22D4 UFSP1 SPDYE2 WBP1LP2 BANF1P5 SLC26A4 CBLL1 SH2B2 PVRIG PIK3CG POLR2J2 UPK3BL2 KMT2E CASTOR3 ENSG00000286923 DPY19L2P2 KMT2E-AS1 AZGP1P1 SLC12A9-AS1 PMS2P1 LINC01004 NFE4 MUC12-AS1 CYP3A7-CYP3A51P OR2AE1 DUS4L-BCAP29 BCAP29 SLC26A4-AS1 CBLL1-AS1 chr7q31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q31 ENSG00000237870 THAP5 LINC01393 GTF3AP6 LRRN3 TMEM168 LINC03012 TES LINC01392 PNPLA8 EIF3IP1 CAV2 DNAJB9 DOCK4-AS1 EEF1GP1 LINC02903 MIPEPP1 ANKRD7 LAMB4 GRM8-AS1 RPL3P8 ZNF277 KCND2 IMMP2L FAM3C SSU72P8 SLC13A1 RAC1P6 GRM8 LINC02830 SMIM30 LSM8 TFEC ENSG00000223646 RPL7AP42 RNF148 CYCSP19 PRELID3BP10 PPIAP93 RNF133 LINC02476 POT1 BMT2 TAS2R16 ENSG00000241345 TSPAN12 PTPRZ1 BUB3P1 RPL7P32 CPED1 ENSG00000240973 ING3 WNT16 TMEM229A HMGN1P18 POLR2DP2 PNPT1P2 RPS26P31 ENSG00000219445 SNORA25B RNU6-581P RN7SKP277 RNA5SP241 RNU6-517P RNA5SP237 MIR592 RNU1-29P RNA5SP240 PPP1R3A ENSG00000236580 RNA5SP238 MIR3666 RNU6-102P GPR37 C7orf77 RN7SKP187 ZNF277-AS1 MTND5P8 MTND6P24 MTCYBP24 IFRD1 LSMEM1 NPM1P14 RNA5SP239 ST7-AS1 ST7-OT4 TPM3P1 MIR6132 ST7-AS2 MTND4P6 MTCYBP6 PIGCP2 LAMB1 CAV1 MET LYPLA1P1 IQUB RNU6-296P NDUFA5 ASB15-AS1 LMOD2 WASL WASL-DT RNU6-11P HYAL6P HYAL4 ST7 RNU7-154P FEZF1 AASS COMETT GPR85 SPAM1 ASB15 ZNF800 DOCK4 CAPZA2 DLD NRCAM FOXP2 CADPS2 WNT2 ASZ1 ANKRD49P4 CFTR-AS1 CTTNBP2 MDFIC FEZF1-AS1 SLC26A3 CFTR POT1-AS1 HRAT17 chr7q32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q32 LEP GCC1 SND1-IT1 SND1 ARF5 CDC26P1 PODXL KLHDC10 STRIP2 SSMEM1 FSCN3 TMEM209 EEF1B2P6 LRRC4 ENSG00000286380 LINC03008 ENSG00000224865 COPG2IT1 UBE2H-DT UBE2H NDUFB9P2 SMKR1 CAPZA1P4 ZC3HC1 NRF1 SNRPGP3 MKLN1 COPG2 MIR129-1 MIR593 MIR183 MIR182 MIR96 RNA5SP245 RNA5SP244 RNA5SP246 RNU1-72P CPA2 CPA4 CPA1 MESTIT1 MEST MIR335 TSGA13 CEP41 RBM28 RNU7-27P PRRT4 IMPDH1 RNU7-54P HILPDA HILPDA-AS1 METTL2B FLJ40288 ENSG00000225881 RNU6-177P CICP14 IMP3P2 RNA5SP242 RNA5SP243 CALU RN7SL81P CCDC136 FLNC-AS1 ATP6V1F ATP6V1FNB RN7SL306P ODCP TPI1P2 CYCSP20 TSPAN33 RNY1P11 SMO FLNC CPA5 KLF14 OPN1SW GARIN1A TNPO3 PAX4 AHCYL2 GARIN1B KCP PLXNA4 H4P1 LINC00513 MIR29A MIR29B1 RNU6-1010P IRF5 SND1-DT MKLN1-AS ENSG00000289434 LINC-PINT chr7q33 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q33 AGBL3 STMP1 MTPN RCC2P3 PSMC1P3 AKR1B15 TRPC6P8 PTMAP10 AKR1D1 ZP3P2 BPGM ENSG00000234352 IMPDH1P3 AKR1B1 TRIM24 AKR1B10 ST13P7 CHCHD3 RPS3AP28 FAM180A MIR3654 RNU6-223P RNU6-92P RNU6-1154P RN7SKP223 MIR4468 TUBB3P2 CALD1 SDHDP2 NUP205 MIR490 KRT8P51 CHRM2 RPL6P19 CREB3L2-AS1 DGKI CYREN RNF14P4 TMEM140 WDR91 MIR6509 SLC23A4P SLC13A4 CREB3L2 CNOT4 STRA8 LRGUK SLC35B4 PTN ENSG00000273297 MIR6133 COX5BP3 RPS3AP27 EXOC4 chr7q34 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q34 MTND1P3 MYL6P4 RAB19 TRBV4-2 FMC1-LUC7L2 PRSS37 PARP12 MKRN1 KLRG2 TRBV6-2 ERHP1 PPP1R2P6 TRBV7-2 TRBV9 TRBV8-1 WEE2 ATP6V0A4 TRBV5-2 CLEC2L TRBV6-4 TRBV4-1 SSBP1 HIPK2 UQCRFS1P2 DENND11 TAS2R3 TRBV3-1 TRBV7-3 MOXD2P TRBV5-1 TRBV8-2 SLC37A3 TAS2R6P LUC7L2 PRSS58 TRBV5-3 WEE2-AS1 TAS2R5 TRBV6-1 TRBV2 MTCO1P55 AGK MTND2P5 PRSS3P3 TMEM213 TRBV1 TRBV7-1 KDM7A KDM7A-DT FMC1 PRSS59P AGK-DT NDUFB10P2 DENND2A SVOPL TBXAS1 RNU6-797P RNU6-911P RNU1-82P RNU1-58P RNU4-74P RNA5SP247 RNA5SP248 OR9A3P OR9N1P CLEC5A TAS2R38 KIAA1549 TAS2R4 MGAM RN7SL771P ADCK2 NDUFB2 NDUFB2-AS1 RNU6-85P CCT4P1 MRPS33 TRBV10-1 TRBV11-1 TRBV12-1 TRBV10-2 TRBV11-2 TRBV12-2 TRBV6-5 TRBV7-4 TRBV5-4 TRBV6-6 TRBV7-5 TRBV5-5 TRBV6-7 TRBV7-6 TRBV5-6 TRBV6-8 TRBV7-7 TRBV5-7 TRBV7-9 TRBV13 TRBV10-3 TRBV11-3 TRBV12-3 TRBV12-4 TRBV12-5 PRSS3P1 WBP1LP1 TRBD1 TRBJ1-1 TRBJ1-2 TRBJ1-3 TRBJ1-4 TRBJ1-5 TRBJ1-6 TRBC1 TRBJ2-1 TRBJ2-2 TRBJ2-2P TRBJ2-3 TRBJ2-4 TRBJ2-5 TRBJ2-6 TRBJ2-7 TRBC2 TRBV30 EPHB6 TRPV6 TRPV5 KEL OR9P1P OR6W1P PIP LLCFC1 RNU6-1272P ZC3HAV1L ZC3HAV1 TTC26 MZT1P2 UBN2 RNU6-206P TAS2R39 TAS2R40 GSTK1 TMEM139-AS1 TMEM139 CASP2 RN7SL535P RN7SL481P HINT1P1 FAM131B FAM131B-AS1 ZYX MIR6892 OR9A4 OR6V1 OR9A2 CLCN1 TMEM178B PRSS2 MGAM2 OR9A1P TRBV14 TRBV15 TRBV16 TRBV17 TRBV18 TRBV19 TRBV20-1 TRBV21-1 TRBV22-1 TRBV23-1 TRBV24-1 TRBV25-1 TRBVA TRBV26 TRBVB TRBV27 TRBV28 PGBD4P1 TRBV29-1 PRSS1 BRAF FAM131B-AS2 chr7q35 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q35 TCAF1 PAICSP6 CAPZA1P5 OR2Q1P TCAF2P1 SLC16A1P1 EEF1A1P10 RPL7P59 EI24P4 DPY19L4P2 RNU6-267P RN7SKP174 CTAGE6 CNTNAP2 CNTNAP2-AS1 DUTP3 RANP2 MIR548F4 ENSG00000230190 RNU6-1184P RNA5SP249 RN7SL456P EPHA1 TAS2R62P TAS2R60 TAS2R41 OR2R1P OR10AC1 PAICSP5 CTAGE15 RNU6-162P TCAF1P1 TCAF2C OR2F1 OR6B1 OR2A3P OR2AO1P OR2A42 OR2A20P OR2A7 ARHGEF35-AS1 ARHGEF34P OR2A9P OR2A1-AS1 OR2A1 ARHGEF5 NOBOX PPIAP83 RNU6ATAC40P OR2A5 OR2A25 OR2A41P OR2A12 OR2A15P OR2A14 OR2A13P OR2F2 OR2A2 TCAF2 ARHGEF35 TPK1 CTAGE8 CTAGE4 ENSG00000253882 EPHA1-AS1 chr7q36 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr7q36 ENSG00000224629 DYNC2I1 GIMAP4 LINC01287 ENSG00000225612 ZNF212 LINC01022 THAP5P1 DPP6 PAXIP1-AS2 TRPC6P3 DNAJB6 NCAPG2 ENSG00000234210 ZNF783 GIMAP6 PTPRN2 UBE3C ENSG00000222012 SSPOP ZNF467 GIMAP7 PAXBP1P1 RHEB PRKAG2 ALDH7A1P3 ETF1P2 ZNF862 PRKAG2-AS2 INSIG1 ACTR3B PAXIP1 ATP6V0E2-AS1 GALNTL5 INSIG1-DT ZNF282 ZNF398 LINC00689 HTR5A-AS1 VIPR2 PIP5K1P2 RN7SL76P RN7SKP280 MIR5707 MIR3907 RNU6-604P MIR153-2 MIR595 BLACE LINC03010 EN2-DT EN2 CRYGN WDR86 NOS3 ASIC3 CDK5 TMUB1 AGAP3 ASB10 IQCA1L ABCF2 GIMAP2 GIMAP1 GIMAP1-GIMAP5 GIMAP3P BET1P1 TMEM176B TMEM176A GALNT11 YBX1P4 SEPTIN7P6 FABP5P3 CCT8L1P LINC01003 ENSG00000225416 RN7SL72P SMARCD3 AOC1 HTR5A LRRC61 RARRES2 REPIN1-AS1 SLC4A2 ABCB8 NUB1 GIMAP5 KMT2C RBM33-DT RBM33 SHH LINC00244 RNF32 RNF32-AS1 LMBR1 RNU4-31P NOM1 MNX1 MNX1-AS2 MNX1-AS1 RPS27AP12 RPL32P17 C7orf33 EZH2 RNU7-20P RN7SL569P RNY4 RNY3 RNY1 GHET1 RNU6-650P COX6B1P1 KCNH2 ATP6V0E2 H2BK1 REPIN1 ZNF775 ZNF775-AS1 GIMAP8 ACTR3C ABCF2-H2BK1 FASTK CUL1 ESYT2 CNPY1 KRBA1 ATG9B GBX1 CHPF2 MIR671 NPM1P12 ENSG00000228151 ZNF777 ZNF746 ZBED10P LINC00996 STRADBP1 ENSG00000284691 XRCC2 ATP5PBP3 RN7SL845P ZNF786 ZNF425 RN7SL521P PDIA4 RNF32-DT PAXIP1-DT ZNF767P WDR86-AS1 PRKAG2-AS1 PTPRN2-AS1 chr8p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p11 ENSG00000253396 RNF170 SNX18P27 HOOK3 SIRLNT SLC20A2 THAP1 ADAM5 ZMAT4 ENSG00000253123 RPS29P2 ADAM18 CYP4F44P NKX6-3 CHRNB3 ADAM3A SFRP1 MIR486-1 MIR486-2 RN7SL149P SNORD65B RNU6-356P RN7SL806P MIR4469 MIR548AO RNU6-895P PLPP5 NSD3 RPS20P22 C8orf86 RNF5P1 RNA5SP264 TPT1P8 ANK1 CHRNA6 SMIM19 FNTA RNU1-124P HGSNAT VN1R46P AFG3L2P1 POTEA RNU6-104P POMK LETM2 IKBKB-DT RPL5P23 PLEKHA2 HTRA4 TM2D2 SNORD38D ADAM32 RPL3P10 KAT6A AP3M2 PLAT POLB DKK4 VDAC3 ADAM9 IKBKB KCNU1 SMARCE1P4 FGFR1 IDO1 ADAM2 GPAT4-AS1 KRT18P37 GINS4 GPAT4 GOLGA7 RPL7AP80 IDO2 LINC02866 TCIM RNU6-607P ZNF703 ENSG00000183154 ERLIN2 PLPBP ADGRA2 BRF2 RAB11FIP1 RN7SL709P GOT1L1 ADRB3 RPL12P48 EIF4EBP1 RNU6-988P STAR LSM1 RNU6-323P BAG4 DDHD2 TACC1 ASH2L LINC01605 chr8p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p12 LINC02099 MTND6P19 MAK16 FUT10 UNC5D LINC02209 DUSP4 MBOAT4 LINC02948 HMGB1P23 RPL10P18 LEPROTL1 DUSP26 MTND5P41 ENSG00000248964 RPL17P33 LINC00589 RPL23P10 MTCYBP19 VENTXP5 KIF13B DCTN6 MAP2K1P1 LSM12P1 RPS15AP24 RPL6P22 SARAF BUD31P1 KCTD9P6 RNF122 WRN HSPA8P11 RPL10AP3 LINC01288 MIR3148 RN7SL621P RNU6-1218P RNA5SP260 SNORA70 RN7SL457P RNU6-528P RNU6-533P SNORD13 TTI2 GSR UBXN8 HIKESHIP3 PPP2CB TEX15 SUMO2P16 PURG RNA5SP261 NRG1-IT1 RNA5SP262 RNA5SP263 NRG1-IT3 RNU6-663P MTND1P6 MTND2P32 RANP9 NRG1 PPIAP84 TUBBP1 RBPMS-AS1 RBPMS GTF2E2 SMIM18 RNU5A-3P DCTN6-DT chr8p21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p21 TMEM97P2 BTF3P3 PEBP4 OR6R2P LINC03023 RPL30P9 GFRA2 LZTS1-AS1 EGR3 EBF2 STC1 TRIM35 LPL HMBOX1 SLC18A1 LINC02153 DNAJB6P2 DPYSL2 ADAM7-AS1 SLC25A37 DOCK5 SINHCAFP3 HMBOX1-IT1 ADRA1A NKX3-1 ATP6V1B2 ENSG00000248738 KCTD9 LOXL2 LZTS1 CDCA2 PSME2P5 BNIP3L ENSG00000253837 INTS10 COX6B1P4 PPP2R2A ENTPD4-DT ENTPD4 GNRH1 SH2D4A PNMA2 R3HCC1 NEFM PTK2B ENSG00000254334 RNU6-892P RNU6-336P MIR6876 RNU4-71P MIR548H4 RNA5SP258 RNA5SP257 NEFL MIR6841 PPP3CC SLC39A14 NPM2 FGF17 FHIP2B NUDT18 HR REEP4 LGI3 BMP1 PHYHIP POLR3D PIWIL2-DT PIWIL2 SFTPC FZD3 MIR4288 RNA5SP259 EXTL3-AS1 INTS9 INTS9-AS1 ENSG00000242958 NKX2-6 SORBS3 RN7SL303P RHOBTB2 TNFRSF10B ENSG00000246130 ENSG00000284948 TNFRSF10C TNFRSF10D TNFRSF10A TNFRSF10A-AS1 RPL23AP55 TNFRSF10A-DT CHMP7 BIN3 C8orf58 MIR320A DOK2 XPO7 CCAR2 STMN4 DMTN EXTL3 MIR6842 CHRNA2 EPHX2 GULOP CLU MIR6843 SCARA3 RNU6-1086P MIR3622B MIR3622A CCDC25 ESCO2 RNU6-1276P PBK SCARA5 MIR4287 NUGGC ELP3 RPL5P22 PNOC ZNF395 FBXO16 RNU6-178P RNU1-148P ADAM28 ADAMDEC1 ADAM7 ADAM7-AS2 CSGALNACT1 HRURF PDLIM2 SDAD1P1 chr8p22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p22 MTND4P7 PDGFRL ENSG00000254242 EIF4EP5 DLC1 RPL35P6 SGCZ LINC03019 CNOT7 ADAM24P VPS37A C8orf48 NAT2 MRPL49P2 MSR1 CCT3P1 ZDHHC2 TRMT9B MTMR7 ENSG00000286798 RNA5SP255 RN7SL474P RNU6-842P SNORA62 RNU7-153P RNU6-397P MIR383 SLC7A2 MTUS1-DT FGL1 ASAH1 MTND4LP26 NAT1 NATP PSD3 MIR548V RNA5SP256 MTUS1 PCM1 FGF20 MICU3 TUSC3 PPM1AP1 RPL32P19 ASAH1-AS1 chr8p23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8p23 ENSG00000275427 DEFB130A ENSG00000254839 CLDN23 DEFA4 DEFA11P PPP1R3B TNKS RPL23AP96 RPL23AP53 LONRF1 DLGAP2-AS1 MSRA PRSS52P RPS3AP35 RPL23AP54 ENSG00000248896 DEFA5 PRSS55 XKR5 PRSS51 PRAG1 DEFA7P SEPTIN14P8 DEFT1P2 DEFA8P OR7E8P MSRA-DT ENSG00000282375 MFHAS1 PINX1 WBP1LP3 ERICH1 LINC03021 SOX7 DEFA9P DEFB1 ERI1 LINC02949 DEFA3 RPS3AP34 DEFB131D LINC03022 OR7E15P DEFA10P PAICSP4 DEFA6 DEFT1P OR7E10P XKR6 PINX1-DT RPL10P19 RP1L1 C8orf74 ALG1L11P ENSG00000283674 RN7SKP159 RN7SL318P SNORA70 RNA5SP251 MIR4660 RNU7-55P MIR124-1 RN7SL178P RNU6-1151P RNU6-526P MIR4286 RNA5SP252 RNU6-682P MIR5692A2 MIR1322 RNU6-729P MIR3926-1 MIR597 MIR3926-2 MIR598 LINC00208 SUB1P1 FDFT1 NEIL2 DLGAP2 FBXO25 CTSB OR7E96P MIR548I3 RPS3AP31 SNRPCP17 ENPP7P1 FAM85B OR4F21 TDRP LINC00529 RPL19P13 MTMR9 ENSG00000246477 SLC35G5 TDH TDH-AS1 FAM167A-AS1 RN7SL293P RNU6-1084P FAM167A ENSG00000286985 OR7E158P OR7E161P DEFB136 DEFB131E DEFB131C DEFB130B RNA5SP253 DEFB108D USP17L7 DEFB109D CLN8 KBTBD11-OT1 MIR3674 MIR596 ARHGEF10 KBTBD11 MYOM2 MIR7160 DEFB135 DEFA1 DEFA1B ZNF596 FAM87A ANGPT2 MIR8055 AGPAT5 MIR4659A MIR4659B GATA4 MCPH1 RNA5SP254 DEFB108E ZNF705CP FAM66A DEFB109A FAM90A25P ALG1L12P ENPP7P6 CSMD1 FAM86B2 LINC00681 LINC02950 USP17L2 BLK FAM66D FAM90A2P FAM86B1 ENPP7P12 KBTBD11-AS1 ZNF705D DEFB134 RPS3AP30 SNRPCP6 SNRPCP15 RPS3AP33 OR7E125P FAM90A15P FAM90A3P FAM90A4P FAM90A13P FAM90A5P FAM90A20P FAM66B DEFB109B USP17L1 USP17L4 ZNF705G DEFB108C DEFB4B HSPD1P3 DEFB103B SPAG11B DEFB104B DEFB106B DEFB105B DEFB107B PRR23D1 FAM90A6P FAM90A21P OR7E157P OR7E154P PRR23D2 PRR23D3P DEFB107A DEFB105A DEFB106A DEFB104A DEFB103A HSPD1P2 DEFB4A ZNF705B DEFB108A FAM66E USP17L8 USP17L3 DEFB109C FAM90A11P FAM90A24P FAM90A12P FAM90A23 FAM90A22 FAM90A7 FAM90A8 FAM90A9 FAM90A17 FAM90A18 FAM90A19 FAM90A14 FAM90A16 FAM90A10 SPAG11A GS1-24F4.2 ALG1L13P FAM86B3P MIR124-1HG CLN8-AS1 PPP1R3B-DT MCPH1-AS1 MCPH1-DT chr8q11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q11 HSPA8P13 RPL10AP2 PCMTD1 MTND6P20 IDI1P2 SPIDR ATP6V1G1P2 ENSG00000253380 LINC00293 MAPK6P4 PSAT1P1 RFPL4AP7 NDUFA5P12 RPL29P19 LINC02947 CYCSP22 RP1 SNTG1 ENSG00000253608 RPS27AP13 ASNSP4 PXDNL IGLV8OR8-1 SOX17 SEC11B ASNSP1 TDGF1P5 LINC02984 TRMT112P7 TRIM60P15 LINC02599 MTCYBP20 BRIX1P1 MTND2P38 CLXN BTF3P1 LINC02847 SNAI2 MRPL15 LYPLA1 MTND1P7 RB1CC1 RGS20 ENSG00000253782 MAPK6P1 ATP6V1H RNU6-295P RN7SKP32 RNA5SP531 RN7SKP294 RNU6ATAC32P RNU6-1331P RNU6-819P RNU105C RN7SL250P RNU6-656P NPBWR1 OPRK1 PPDPFL TCEA1 ENSG00000253551 RPL34P17 ALKAL1 RNU6-519P UBE2V2 MCM4 RNU6-665P CEBPD PRKDC ST18 PCMTD1-DT chr8q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q12 LINC01289 XKR4 LYN CYP7B1 CA8 RPL37P6 LINC00588 PDCL3P1 CLVS1 ENSG00000254775 ASPH COX6CP8 IFITM8P NARS1P2 BPNT2 NPM1P6 SLC2A13P1 ENSG00000253871 LINC02155 NSMAF KRT8P3 TGS1 ENSG00000254055 ENSG00000253894 LINC02842 LINC01606 CYP7A1 RPL30P10 NASPP1 SDR16C6P ENSG00000253614 PPIAP85 LINC01414 SBF1P1 SDCBP BHLHE22-AS1 UBXN2B XKR4-AS1 RAB2A TOX BHLHE22 C1GALT1P3 SEPTIN10P1 PENK RNA5SP265 RNU4-50P RNA5SP267 RN7SKP135 MIR4470 RNU6-596P RN7SKP97 RNU6-13P RNA5SP266 MIR124-2 SNORA1B XRCC6P4 SRPK2P TTPA TARDBPP4 YTHDF3 RN7SL135P RN7SL798P RN7SL323P SNORD54 CERNA3 NPM1P21 MOS PLAG1 CHCHD7 RPS20 GGH NKAIN3 SDR16C5 LINC01602 RPL26P26 ENSG00000253281 FAM110B TMEM68 PENK-AS1 LINC03018 CHD7 IFITM3P8 LINC00968 MIR124-2HG LINC01301 YTHDF3-DT TOX-DT chr8q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q13 ARMC1 XKR9 SULF1 C8orf34 LINC00967 RPL31P40 PRDM14 RPS15AP25 LINC01592 MSC-AS1 C8orf34-AS1 SLCO5A1 EYA1 DNAJC5B SDCBPP2 RPL31P41 SUMO2P20 LINC03020 NDUFS5P6 CPA6 RPS20P20 H2AZP2 NACAP10 PPIAP86 TRAPPC2P2 LINC01603 BTF3P12 PREX2 LINC01299 LINC00251 LACTB2 TRAM1 NCOA2 MTFR1 TRIM55 CRH RN7SL675P RNU1-101P RN7SKP29 RN7SL19P RN7SL203P RNA5SP269 RNU7-102P RNA5SP270 RNY3P14 PDE7A TCF24 COPS5 RNA5SP268 ARFGEF1 ARFGEF1-DT VCPIP1 C8orf44 C8orf44-SGK3 SGK3 PTTG3P MCMDC2 SNORD87 CSPP1 MSC MYBL1 PPP1R42 RRS1-DT RRS1 ADHFE1 VXN RNU6-1324P PDE7A-DT SLCO5A1-AS1 LACTB2-AS1 SNHG6 chr8q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q21 CRISPLD1 PEX2 ZC2HC1A PKIA RPL3P9 ZFHX4 MRPL9P1 PAG1 VENTXP6 THAP12P7 CA3 REXO1L5P HNF4G LINC01109 REXO1L11P HIGD1AP18 LINC02849 RBIS LINC02605 STAU2 IL7 HEY1 PKIA-AS1 CALB1 NECAB1 WWP1-AS1 REXO1L8P HNRNPA1P4 REXO1L1P ACTBP6 ZBTB10 MMP16 TPM3P3 PSKH2 FABP5 E2F5-DT REXO1L6P LINC02986 LINC01111 HAUS1P3 CA3-AS1 JCHAINP1 TRPA1 ENSG00000287927 REXO1L4P MRPS16P1 RUNX1T1 PSMC2P2 STAU2-AS1 C4orf46P3 MRPS28 DCAF4L2 ENSG00000249328 LINC02235 REXO1L3P SLC7A13 CA13 LNMICC RPSAP47 TMEM64 REXO1L12P LINC02839 CA2 PRR13P7 REXO1L10P WWP1 E2F5 RALYL LINC01419 LINC01030 UBE2HP1 LRRCC1 RDH10-AS1 REXO1L9P REXO1L2P ENSG00000253726 RDH10 PRXL2AP2 ATP6V0D2 KCNB2 ENSG00000227753 RPSAP74 ENSG00000254394 KRT8P4 RPL32P4 SBSPON RPL7 RNA5SP271 RNU7-174P RNU6-1213P RNU2-54P RNU7-85P RNA5SP272 MIR5708 RNU6-1040P RNU6-1220P RN7SKP231 RN7SL41P RNA5SP273 MIR3149 LINC02886 HIGD1AP6 PKMP4 CASC9 STMN2 JPH1 MIR5681A MIR5681B MIR2052HG PCBP2P2 MIR2052 PI15 GDAP1 CA1 TERF1 RNU6-285P RMDN1 NTAN1P2 SLC2A3P4 CPNE3 MIOXP1 UBE2Q2P10 GOLGA2P1 CNGB3 TPD52 SNX16 C8orf89 UBE2W RN7SL760P GYG1P1 ELOC TMEM70 RPS20P21 DSTNP3 LY96 RNU6-1300P RPS3AP32 RNU6-1197P PMP2 FABP9 FABP4 FTH1P11 IMPA1P1 NIPA2P4 RPS26P34 SLC10A5P1 IMPA1 LINC00534 SLC10A5 ZFAND1 CHMP4C HNRNPA1P36 C8orf88 PIP4P2 OTUD6B-AS1 OTUD6B LRRC69 CPP MIR4661 SLC26A7 RIPK2 COX6B1P6 RNU6-925P OSGIN2 DECR1 NBN RNU2-71P SLC25A51P3 RN7SL107P ZNF704 CKS1BP7 RNU11-6P RN7SL308P HMGB1P41 FABP12 ZFHX4-AS1 RIPK2-DT LINC01607 VTA1P2 IARS2P1 SOX5P1 CNBD1 chr8q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q22 GEM CIBAR1-DT PDP1 CDH17 MTDH PSMA2P2 POP1 ERICH5 IRF5P1 RPS23P1 ENSG00000253177 RPL6P23 ZNF706 YWHAZ RPL30 RPS4XP10 MYL12AP1 FLJ46284 FSBP DUXAP2 NIPAL2 UQCRB-AS1 LINC02906 RIDA POLR2K TRIQK MIR378D2HG RPL34P18 UFM1P3 UQCRB GAPDHP30 LAPTM4B HSPE1P14 ZNF317P1 RPL30-AS1 SRSF3P2 TSPYL5 KCNS2 MTCO2P4 RAD54B UBR5 PTDSS1 NPM1P52 RPS26P6 SUMO2P18 ENSG00000253395 RPS12P15 MTERF3 MTND1P5 MATN2 FBXO43 SUMO2P19 LINC01181 ATP6V1C1 NCALD FLJ42969 ODF1 NDUFA5P2 LINC02845 MTCO1P4 PDCL3P2 RNF19A STK3 ZNNT1 ZFPM2 SDC2 GRHL2 FZD6 CPQ BAALC NACA4P LINC02844 RPL19P14 MIR8084 RNU6-1172P RNU6-690P MIR378D2 RN7SL685P RNU6-703P SNORD3H RNA5SP274 RN7SL563P RNU6-748P SNORA72 MIR3151 SNORD77B RNU6ATAC8P RNU6-914P RNU6-1224P MIR5680 MIR4471 RNU7-67P RN7SKP249 RNU4-83P SPAG1 INTS8 TP53INP1 ANKRD46 GAPDHP62 SNX31 RNU6-1092P MIR7705 RNU6ATAC41P RPS20P23 PABPC1 MRPL57P7 RN7SKP85 MIR599 MIR875 RN7SL350P COX6C CCNE2 LRP12 RBM12B-AS1 RBM12B-DT TMEM67 POU5F1P2 KLF10 ADI1P2 GASAL1 MAILR RPL5P24 VPS13B DPYS DCSTAMP MIR548A3 RGS22 GDF6 CIBAR1 RRM2B RBM12B OSR2 UBR5-DT CTHRC1 LINC02933 RNU6-1011P SLC25A32 DCAF13 PTMAP15 RNU6-1209P MIR3150BHG MIR3150B MIR3150A ENSG00000283959 AZIN1 RIMS2 VIRMA LINC02894 ESRP1 DPY19L4 NDUFAF6 LINC01298 CFAP418 PLEKHF2 CFAP418-AS1 ENSG00000289048 VPS13B-DT VIRMA-DT ENSG00000253633 BAALC-AS1 BAALC-AS2 chr8q23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q23 KCNV1 ENSG00000227170 LINC01609 RPSAP48 NRBF2P4 TMEM74 EEF1A1P37 RPL30P16 PGAM1P13 NDUFB9P3 TMCC1P1 CARS1P2 LINC02237 LINC01608 PKHD1L1 SERPINA15P H2AZP7 RSPO2 LINC00536 CSMD3 MTCO1P47 RNA5SP275 RNA5SP276 MIR2053 RNU4-37P TRPS1 TRHR ENY2 MAPK6P5 NUDCD1 AURKBP1 RPS17P14 EMC2 EIF3E SLC16A14P1 OXR1-AS1 TAGLN2P1 RNU7-84P ABRA ZFPM2-AS1 RPL12P24 OXR1 HMGB1P46 ANGPT1 EBAG9 SYBU SYBU-AS1 chr8q24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr8q24 TNFRSF11B MTBP DSCC1 MRPL13 ENSG00000248318 CCN3 FBXO32 DEPTOR-AS1 ZNF572 FER1L6-AS1 CASC11 MRPS36P3 DEPTOR ARF1P3 ANXA13 CYCSP23 RPS10P16 MED30 WASHC5 SQLE-DT SMILR ENSG00000214803 KCNQ3 LINC00824 SOD1P3 ASAP1 MAL2 FAM91A1 SLA RPS26P35 PTCSC1 COLEC10 CDK5P1 MYC MIR30DHG TBC1D31 WASHC5-AS1 MAL2-AS1 IMPDH1P6 SQLE RHPN1 ARC LY6D ENSG00000254278 TG TOP1MT LY6E GML CDC42P3 NCRNA00250 GPIHBP1 JRK LYPD2 SLURP2 HPYR1 CYP11B2 SAMD12-AS1 ZNF696 ZNHIT1P1 RHPN1-AS1 ST13P6 MROH4P ENSG00000253165 LINC01591 TSNARE1 KHDRBS3 SLURP1 GLI4 ST3GAL1 ADCY8 ENSG00000253593 MTND2P7 LYNX1 LINC02964 LYNX1-SLURP2 ZHX2 ZFAT-AS1 ZFP41 FER1L6-AS2 MTCO1P49 DERL1 KNOP1P5 LY6K AK3P2 THEM6 ENSG00000251218 PSCA SNTB1 RFPL4AP5 NCAPGP1 RPL23AP56 NSMCE2 MAPRE1P1 C8orf33 ZFAT NTAQ1 HAS2-AS1 LINC02855 TRIB1 HAS2 LINC00051 DUTP2 ATAD2 RPL35AP19 RNU6-12P RN7SKP155 RN7SL228P RN7SL329P RN7SL826P RN7SKP226 RNU6-875P MIR548AZ MIR548D1 SNORA72 RN7SL396P MIR30B MIR548AA1 MIR30D RNU1-35P RNA5SP277 MIR4472-1 MIR7848 MIR1208 MIR1204 MIR1302-7 RNU6-442P RN7SL260P RNU6-756P RNU6-220P C8orf17 MIR1205 RNVU1-32 MIR1206 RNU4-25P MIR1207 LINC02912 CCN4 RPL32P20 CYP11B1 RN7SKP206 MIR3686 MTRF1LP2 GSDMC MIR7112 SCX HSF1 DGAT1 MIR6848 SCRT1 FBXL6 ADCK5 CPSF1 MIR939 MIR1234 MIR6849 SLC39A4 VPS28 BOP1 SLC52A2 SLC45A4 ENSG00000254019 LINC01300 GPR20 HNRNPA1P38 NDRG1 PHF20L1 ENPP2 FER1L6 ZNF707 LINC02878 CCDC166 MAPK15 FAM83H MIR4664 SCRIB MIR937 PUF60 NRBP2 MIR6845 EPPK1 MIR661 PARP10 GRINA SPATC1 OPLAH MIR6846 EXOSC4 MIR6847 GPAA1 CYC1 SHARPIN MAF1 WDR97 HGH1 TSSK5P KCNK9 CHRAC1 TRMT12 RNF139 TATDN1 MIR6844 NDUFB9 MTSS1 MIR4662B MIR4662A MRS2P1 TMEM71 LY6H DENND3 IQANK1 SAMD12 PTP4A3 TMEM65 LINC02990 MAFA-AS1 MAFA ZC3H3 RN7SKP175 GSDMD MROH6 NAPRT TIGD5 PYCR3 GFUS ZNF623 ZNF34 RN7SL395P RPL8 MIR6850 COMMD5 ZNF250 ZNF16 TMED10P1 ZNF252P-AS1 MROH1 EXT1 SLC30A8 LY6L KLHL38 EFR3A OC90 UTP23 RAD21-AS1 MIR3610 AARD HHLA1 MIR6893 TONSL-AS1 CYHR1 KIFC2 FOXH1 PPP1R16A GPT MFSD3 RECQL4 LRRC14 LRRC24 C8orf82 ZNF251 ZNF517 EIF3H COL14A1 DNAAF11 TONSL MROH5 RAD21 ADGRB1 PLEC RN7SKP153 TAF2 ZNF7 HMGB1P19 ENSG00000253258 MIR4663 C8orf76 ZHX1-C8orf76 UBA52P5 ZHX1 RNU6-628P FAM83A EEF1D LINC00964 ARHGAP39 TMEM249 ENSG00000244791 RNU6-869P LRATD2 RNU11-4P PRNCR1 CASC8 CCAT2 POU5F1B AGO2 ERICD MIR151A RNA5SP278 PTK2 RNU6-144P ZYXP1 FAM135B COL22A1 PEG13 TRAPPC9 RNU7-181P MIR5194 RNU6-1255P ASAP1-IT2 ENSG00000226490 SMPD5 CASC19 PCAT1 LINC02055 LNCOC1 ENSG00000255491 ENSG00000277332 LINC03024 CCDC26 RNF139-DT ZNF252P LINC02904 LY6E-DT LINC01151 LINC00861 FAM83A-AS1 PVT1 MINCR ST3GAL1-DT DENND3-AS1 ENSG00000289161 CYRIB chr9p11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p11 RBPJP6 ENSG00000184906 ATP5F1AP1 RAB28P3 IGKV1OR9-2 FKBP4P6 SDR42E1P2 BMS1P14 FGF7P5 FAM74A7 RBM17P3 LINC03025 FAM88E FAM242F SPATA31A6 RNA5SP530 SNORA70 RN7SL565P MIR4477A RN7SL343P CNTNAP3B FGF7P3 CDRT15P14 MEP1AP1 RNU6-1269P SNX18P8 FAM95B1 CNN2P2 GXYLT1P3 AQP7P5 FOXD4L6 CBWD6 ENSG00000279561 PTGER4P2-CDK2AP2P2 CDK2AP2P1 MYO5BP1 CDRT15P6 RPL7AP45 PGM5P2 ANKRD20A2P FRG1HP ANKRD20A7P RNU6-599P SNX18P5 CYP4F60P CNN2P4 FGF7P4 CNTNAP3P7 ADGRF5P2 MEP1AP4 RNU6-156P MIR1299 chr9p12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p12 VN2R3P RBM17P1 RN7SL640P SPATA31A1 FAM74A1 ZNF658B SKP1P3 FKBP4P2 SDR42E1P1 ATP5F1AP8 RAB28P1 RBPJP5 RN7SL763P SNORA70 RPL7AP49 CNTNAP3 GLIDR chr9p13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p13 OR2S1P CHCHD4P3 LINC01627 LINC01400 KCTD9P3 RNF38 NFX1 ENSG00000287838 GRHPR PAX5 RPL32P21 POLR1E SPINK4 ZBTB5 ATP8B5P MELK BAG1 CHMP5 MIR4475 MIR4540 MIR4476 RNU6-677P GLIPR2 CCIN RNU4-53P FAM205C GLULP4 YWHAZP6 DNAJB5-DT SYF2P2 TESK1 MIR4667 RMRP CCDC107 ARHGEF39 RN7SL22P TPM2 TLN1 MIR6852 CREB3 MIR6853 GBA2 RGP1 MSMP SPAG8 HINT2 TMEM8B FAM221B OR13E1P NDUFA5P4 HRCT1 SPAAR PGAM1P2 OR2S2 YBX1P10 ZCCHC7 FBXO10 TOMM5 RAB1C FRMPD1 RN7SKP171 TRMT10B EXOSC3 DCAF10 PAICSP1 SLC25A51 TMX2P1 SHB RNU7-124P SUGT1P1 PRSS3P4 ANXA2P2 TRBV21OR9-2 TRBV22OR9-2 TRBV23OR9-2 TRBV24OR9-2 TRBV25OR9-2 PTENP1 PTENP1-AS TRBV26OR9-2 UBE2R2-AS1 TRBV29OR9-2 UBE2R2 RNU4ATAC11P SNORD121B SNORD121A OSTCP8 RN7SKP114 DCAF12 TUBB4BP2 FAM205BP C9orf131 RN7SL338P PIGO-AS1 STOML2 FAM214B DNAI1 ENHO CNTFR CNTFR-AS1 RPP25L DCTN3 GALT CCL27 ENSG00000187186 CCL19 CCL21 FAM205A SIGMAR1 OR13C6P OR13C7 OR2AM1P RECK CLTA GNE HMGB3P24 VCP UBAP2 PRSS3 DNAJB5 UBAP1 RPL35AP2 RNA5SP282 RNU2-50P SERPINH1P1 NUDT2 MYORG KIF24 NPR2 OR13J1 C9orf24 FAM219A CA9 SIT1 CD72 AQP3 MIR6851 ALDH1B1 IGFBPL1 ARMC8P1 TCEA1P3 GAS2L1P1 VN1R48P FAM220BP SNX18P3 FAM201A YWHABP1 RNU6-765P IL11RA AQP7 NOL6 FAM240B UNC13B RN7SKP24 ARID3C FANCG ZFAND6P1 RUSC2 RPL36AP33 FAM166B RPS29P17 PHF24 PIGO EBLN3P CYP4F33P ANKRD18A ANKRD18B SNX18P7 CYP4F26P TRBV20OR9-2 chr9p21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p21 SUMO2P2 IFNWP9 TMEM215 IFNA16 DMRTA1 SMU1 MTCO3P30 LINC01242 CLIC4P1 LAGE3P1 GARIN3P1 APTX B4GALT1-AS1 HMGB3P23 ENSG00000276759 NOP56P2 IFNA7 RPS26P2 BOLA3P4 ASS1P12 SLC4A1APP1 FTLP4 ELAVL2 TCEA1P4 ENSG00000283982 HSPA8P17 SLC25A6P2 KRT18P66 IFNWP18 DNAJA1 CDRT15P5 KRT18P36 IFNA10 LINC01243 RBMXP2 LINC01239 LINC01241 MTATP6P30 IFNWP15 RN7SKP120 RMRPP5 RNU4ATAC15P MLLT3 MIR4473 RNU4-26P MIR4474 RPL7AP48 FOCAD-AS1 MIR491 SNORA30B CAAP1 H3P31 RN7SL100P PLAA IFT74-AS1 LRRC19 RNA5SP280 ENSG00000232867 LINC00032 EQTN TEK IZUMO3 B4GALT1 IFT74 RNA5SP281 SLC25A5P8 ACO1 NDUFB6 DFFBP1 TAF1L SNRPCP1 DDX58 TOPORS TUSC1 FOCAD HACD4 IFNNP1 IFNB1 IFNWP4 IFNW1 IFNA21 SMIM27 IFNA17 IFNWP5 IFNA14 IFNA22P IFNA5 IFNA20P KLHL9 IFNA2 IFNA11P IFNA12P IFNA8 IFNWP2 IFNA1 IFNWP19 MIR31 H3P30 IFNE KHSRPP1 RN7SL151P MTAP TUBB8P1 ERVFRD-3 CDKN2A-DT CDKN2A CDKN2B-AS1 CDKN2B UBA52P6 MOB3B IFNK C9orf72 CTAGE12P KCTD10P1 MIR876 MIR873 ME2P1 LINGO2 IFNA6 IFNA13 IFNA4 MIR31HG chr9p22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p22 RPS29P33 PABPC1P11 CNTLN FTH1P12 HAUS6 SAMM50P1 PSIP1 CCDC171 SH3GL2 HMGN2P16 NFIB-AS1 RPL7AP47 PLIN2 RN7SL98P RNU6-246P SCARNA8 RNU6-264P RNU6-319P RN7SL720P RNU6-14P C9orf92 BNC2-AS1 LSM1P1 CDCA4P1 CER1 RNU6-1260P LDHAP4 PSIP1P1 FREM1 ZDHHC21 MIR3152 RN7SKP258 RAP1BP1 SAXO1 RRAGA ADAMTSL1 NFIB DENND4C RPS6 NDUFA5P3 ACER2 MAP1LC3BP1 C11orf98P1 SLC24A2 SNAPC3 RNU6-559P TTC39B RPL7P33 BNC2 CLCN3P1 chr9p23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p23 JKAMPP1 AKAP8P1 RPL3P11 ATP5PDP3 LURAP1L LURAP1L-AS1 TYRP1 LINC00583 PES1P2 RNU2-47P RN7SL849P PRDX1P1 LINC01235 MPDZ RPS26P3 RN7SL5P PTPRD-DT IMP3P1 PTPRD chr9p24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9p24 CARM1P1 LINC01230 H3P29 AK3 RCL1 RPL23AP57 PDSS1P1 MTND1P11 PPIAP33 MTCO2P11 GTF3AP1 HNRNPA1P41 CDC37L1 PRELID3BP11 MTCO3P11 SMARCA2-AS1 CSNK1G2P1 KLF4P1 INSL6 KIAA2026 RPS27AP14 MTCO1P11 SLC1A1 MTATP6P11 IGHEP2 PLPP6 MTND6P5 MTND4P14 RANBP6 SELENOTP1 SNRPEP2 ECM1P1 RPL35AP20 ACTG1P14 UHRF2 RPS3AP54 LINC02851 RNF2P1 SMARCA2 RPL4P5 MTND5P14 TCF3P1 DMAC1 RNA5SP279 MIR4665 RNU6-1073P MIR101-2 RN7SL123P RN7SL25P DOCK8-AS1 DOCK8-AS2 RPL12P25 RNU6-1327P EIF1P1 DMRT1 DMRT3 GLDC JAK2 KDM4C DDX11L5 MIR1302-9HG MIR1302-9 FAM138C LINC01388 FOXD4 KCNV2 VLDLR GLIS3-AS1 GLIS3-AS2 RNU6-694P GLIS3 TPD52L3 RNU2-25P RN7SL592P PUM3 GPS2P1 ATP5PDP2 IL33 DMRT2 SPATA6L RNU7-185P LINC01231 RFX3 KANK1 DOCK8 RIC1 AK4P4 MLANA ERMP1 VLDLR-AS1 CBWD1 WASHC1 INSL4 RLN2 HMGN2P31 RLN1 PLGRKT RNF152P1 CD274 PDCD1LG2 PGM5P3-AS1 RFX3-DT CDC37L1-DT PTPRD-AS1 chr9q12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q12 FAM74A6 FAM74A4 CNTNAP3C ENSG00000275628 RN7SL462P SPATA31A5 SPATA31A7 chr9q13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q13 PTGER4P2 PTGER4P3 FKBP4P7 BMS1P10 FAM242D AQP7P4 ATP5F1AP7 LERFS CDK2AP2P2 ADGRF5P1 AQP7P1 BMS1P11 CDRT15P7 MYO5BP2 SDR42E1P3 FAM88B FGF7P8 RPL7AP46 BMS1P9 BNIP3P4 IGKV1OR-2 LINC01410 CNTNAP3P1 CDK2AP2P3 ENSG00000182021 MYO5BP3 AQP7P2 RNA5SP283 RNU6-1293P RNA5SP284 DUX4L50 MIR4477B FRG1JP RN7SL722P FAM27C FAM242E ENSG00000284471 RNU6-1193P SNX18P9 ANKRD20A4P CYP4F25P RPL7AP76 SNORA70 RN7SL544P FAM88C FGF7P6 LINC01189 FGF7P7 FAM88F CNTNAP3P5 RBPJP7 RAB28P2 FLJ43315 CNN2P3 GXYLT1P6 chr9q21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q21 TMEM252-DT RBM17P2 CNTNAP3P2 TRPM6 ATP5F1AP10 H3P32 LYPLA2P3 GNAQ ALDH1A1 RPSAP75 CARNMT1-AS1 C9orf85 FRMD3-AS1 ENSG00000260995 SLC28A3 PPIAP87 FOXB2 PGM5 PSAT1 IDNK RASEF NMRK1 MTCO3P40 GOLM1 CYP1D1P PCA3 HSPB1P1 ATP5MFP3 ENSG00000233262 TUT7 RPS20P25 GNA14 ZFAND5 PGM5-AS1 CARNMT1 ENSG00000227809 NAA35 FOXD4L3 BTF3P4 GNA14-AS1 OSTF1 RPL24P8 MTCO1P51 RPS6P12 FRMD3 CEMIP2 C9orf40 LINC02834 SDR42E1P4 ASS1P3 UBQLN1 RBPJP2 OTX2P1 LINC03025 MTND2P9 CFAP95 RBM22P5 VPS13A FKBP4P8 MAMDC2 RPS20P24 LINC02872 RAB28P4 PHB1P7 DAPK1 LINC02893 ANXA1 GCNT1 DAPK1-IT1 RPS27AP15 PCSK5 C9orf57 MAMDC2-AS1 TLE1 DPP3P2 GAS1 RFK RPSAP9 STK33P1 NUTF2P3 ISCA1 VPS13A-AS1 RORB-AS1 GKAP1 LINC01507 RORB NPAP1P4 KRT18P24 SPATA31B1P RFC5P1 CDC20P1 MTND2P8 DDX10P2 RPS19P6 NFYCP2 RNU2-5P RN7SL570P RNA5SP285 RNA5SP286 RN7SKP47 RNU6-445P RN7SL422P RN7SKP59 RNU6-1303P RN7SKP242 RNU4-15P RNU2-36P RNU4-29P RN7SKP264 RNU6-1228P KIF27 C9orf64 HNRNPK MIR7-1 HNRNPK-AS1 ENSG00000227463 LNCARSR CHCHD2P9 CEP78 GDA TMC1 TMEM252 RNU6-820P FXN TJP2 AGTPBP1 TLE4 ABHD17B PRKACG CBWD3 FAM74A3 UBE2V1P10 CTSL3P CTSL SMC5 RN7SL726P MIR204 PIGUP1 RPL35AP21 TRPM3 ZNF658 FAM189A2 C9orf153 KLF9 FAM27E3 FAM27B RN7SL787P SNORA70 RNU6-368P PRUNE2 NTRK2 RMI1 SMC5-DT BMS1P12 ENSG00000236252 IGKV1OR9-1 FOXD4L5 CBWD4P FRG1KP CBWD5 IGKV1OR-3 BMS1P13 AQP7P3 FOXD4L4 SNX18P4 RNU6-538P CYP4F59P CDRT15P12 ANKRD20A3P ANKRD20A1 APBA1 PTAR1 CFAP95-DT SPATA31A3 GXYLT1P4 LINC01504 UBQLN1-AS1 GAS1RR LINC01474 TLE1-DT BANCR LINC01506 NPAP1P6 PIP5K1B PABIR1 RNU6-1035P RNA5SP287 SPATA31D5P SPATA31D4 SPATA31D3 SPATA31D2P SPATA31D1 chr9q22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q22 HNRNPA1P14 CARD19 MIR4290HG LINC00484 KRT18P13 GADD45G HABP4 TMOD1 HEMGN SLC35D2 PA2G4P6 OR7E31P HSD17B3-AS1 ENSG00000267026 HSD17B3 IL6RP1 NFIL3 OR7E116P COL15A1 BARX1 LINC01508 RPSAP49 ANKS6 PTCSC2 LINC02937 NINJ1 ZNF367 BARX1-DT NME2P3 LINC02957 NSA2P7 TSTD2 NCBP1 ENSG00000231521 FGD3 SUSD3 CDC14B SYK SPIN1 SECISBP2 FOXE1 ROR2 PAICSP2 GALNT12 SEPTIN7P7 GABBR2 MIR4290 MIR3910-1 MIR3910-2 MIR4291 MIR4289 RNU6-1160P HSPE1P22 MTATP6P29 MTCO3P29 MTND3P23 MTND4LP7 MTND4P15 LINC00475 BEND3P2 PRSS47P MIR3651 SNORA84 NOL8 CENPP OGN ASPN MIR4670 IPPK SPATA31C1 RNU6-86P RPS10P3 C9orf129 RNU6-829P FAM120AOS MIR548AU XPA AUH RNU2-46P RNA5SP289 PARK7P2 ENSG00000287187 EIF4BP3 CDK20 MIR2278 MIR6081 MIR23B MIR27B MIR3074 MIR24-1 RNA5SP288 PRXL2C ZNF782 PTMAP11 NUTM2G YRDCP2 MFSD14C TCEA1P1 GAS2L1P2 VN1R51P FAM220CP RNU6-798P ZNF322P1 SUGT1P4 CTSV SEMA4D ZNF510 OMD ZNF169 VDAC1P11 PTMAP12 YRDCP1 RNU6-669P FBP2 FBP1 MT1P1 AOPEP IARS1 LINC02843 FBP2P1 ELF2P3 NPAP1P7 CTSLP8 SPATA31E1 PTCH1 WNK2 TRMO NUTM2F MFSD14B SPATA31C2 SPTLC1 NXNL2 ECM2 PCAT7 FANCC ERCC6L2 SUGT1P4-STRA6LP-CCDC180 SUGT1P4-STRA6LP STRA6LP CCDC180 MIR1302-8 ANKRD18CP PCNPP2 S1PR3 SHC3 CKS2 MIR3153 RNA5SP290 RN7SL794P ALG2 SEC61B RN7SKP225 KRT8P11 NAMA TGFBR1 PHF2 FAM120A PTPDC1 CYCSP24 MIRLET7A1 MIRLET7F1 LINC02603 MIRLET7D ENSG00000283205 MIRLET7A1HG ENSG00000275465 LINC00092 LINC03026 ENSG00000237372 ERCC6L2-AS1 BICD2 ENSG00000288062 ANKRD19P RNU6-714P EEF1DP2 ZNF484 SNX18P2 ALOX15P2 LINC01501 DIRAS2 OR7E109P OR7E108P TDRD7 ANP32B RNU6-918P NANS TRIM14 CORO2A TBC1D2 MIR6854 chr9q31 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q31 MTND3P4 TEX10 GRIN3A CYLC2 TMEM38B PPIAP88 TXN GAPDHP26 ARL2BPP7 TOPORSLP LINC02977 STX17-DT RAD23B DEPDC1P2 RPL36AP6 TXNDC8 HMGN2P32 PLPPR1 RPS15AP27 LINC00587 MTND2P11 LINC01492 YBX1P6 ENSG00000230782 INVS ZYG11AP1 SMC2 MSANTD3-TMEFF1 TMEFF1 TMEM245 KLF4 CHCHD4P2 ENSG00000169253 PTPN3 ACTG1P19 CAVIN4 LINC01509 RN7SKP87 RNU6-996P RNU6-329P RNU6-492P RNA5SP291 RN7SL659P RNU6-1064P MIR7702 RNA5SP293 MIR3927 RNU6-432P RNY4P18 RNA5SP294 RNU6-710P RNU6-1039P RNU6-984P TRPC6P4 ACNATP TRMT112P4 FYTTD1P1 MRPL50 TMEM246-AS1 PGAP4 RNF20 PPP3R2 BAAT SLC25A6P5 MIR8081 RN7SKP77 RNA5SP292 ZNF462 RPL7AP44 RPL36AP35 ACTL7B ACTL7A ELP1 ABITRAM CTNNAL1 MIR32 FSD1L RALGAPA1P1 FKTN-AS1 TAL2 MSANTD3 FKTN OR13F1 OR13C4 OR13C8 OR13D2P OR13C5 OR13C2 OR13C9 OR13I1P OR13C1P OR13D3P NIPSNAP3A NIPSNAP3B CT70 ABCA1 FRRS1L C9orf152 EPB41L4B ZNF483 PTGR1 LRRC37A5P DNAJC25 DNAJC25-GNG10 GNG10 RNU6-1013P UGCG MIR4668 SHOC1 ZNF189 OR2K2 ECPAS ALDOB LPAR1 SVEP1 MUSK NR4A3 STX17 RN7SL75P RPS2P35 NANOGP5 ERP44 UPF3AP3 OR13C3 OR13D1 RN7SKP191 SLC44A1 PALM2AKAP2 SMC2-DT ENSG00000237461 LINC01505 ENSG00000232939 chr9q32 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q32 SNX30 RPL32P22 COL27A1 DELEC1 HSDL2 HSPE1P28 INIP SNX30-DT RNU6-855P RN7SL57P RNA5SP295 RN7SL430P MIR455 SUSD1 SLC46A2 MUPP FAM225B FAM225A SLC31A2 KIAA1958 ZFP37 PTBP3 TMEM268 TEX53 TEX48 TNFSF15 ATP6V1G1 SLC31A1 CDC26 PRPF4 RNF183 WDR31 BSPRY HDHD3 ALAD POLE3 C9orf43 AMBP KIF12 ZNF618 FKBP15 RGS3 ORM1 ORM2 AKNA WHRN HSDL2-AS1 ZNF883 chr9q33 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q33 LINC02578 TUBB4BP6 HNRNPA1P15 LMX1B BRINP1 PBX3-DT OR1L4 FXNP2 ENSG00000288537 NR6A1 STOM RPL35 ARPC5L LMX1B-DT PBX3 MAPKAP1 PDCL TNC ENSG00000225050 ENSG00000236461 GOLGA1 LINC00474 RALGPS1 MVB12B LINC01613 PAPPA OLFML2A SKA2P1 MIR147A RNU4-82P RN7SL302P MIR181A2 MIR181B2 NRON RN7SL30P SLC2A8 ZNF79 RPL12 SNORA65 TRAF1 RAB14 RN7SL181P GSN-AS1 SCAI GARNL3 OR1K1 KRT18P67 RC3H2 SNORD90 ZBTB6 ZBTB26 RABGAP1 RNY1P15 MIR600HG STRBP MIR600 PAPPA-AS2 PAPPA-AS1 ASTN2-AS1 ENSG00000230894 RPL10P3 SNORA70C RN7SKP128 RN7SKP125 MIR4478 NDUFA8 MORN5 RBM18 MRRF PSMD5 PHF19 TRIM32 RN7SL187P HMGB1P37 WDR38 GPR21 PPP6C PRPS1P2 RPSAP76 RABEPK HSPA5 HSPA5-DT RNU6-1020P LRSAM1 ASTN2 GGTA1 TNFSF8 OR1L6 OR1J1 OR1J2 OR1J4 OR1N1 OR1N2 OR1H1P OR1Q1 OR1B1 OR1L1 TLK1P1 MEGF9 AHCYP2 FBXW2 PTGS1 OR1L3 TTLL11 GAPVD1 OR1L8 CRB2 MIR601 MIR7150 PIGFP2 LHX2 CNTRL B3GALT9 CDK5RAP2 OR5C1 LHX6 ZBTB43 ANGPTL2 NEK6 PSMB7 NR5A1 ADGRD2 ENSG00000233569 RPL35AP22 RNU6-1082P TPT1P9 ZBTB34 DENND1A LHX2-AS1 GSN C5 DAB2IP TLR4 CUTALP MIR181A2HG chr9q34 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chr9q34 ASB6 ENSG00000255585 UBAC1 LHX3 ADAMTSL2 FAM157B BRD3 TUBBP5 PRRX2 MED27 ENSG00000235138 NACC2 RXRA QSOX2 LINC02846 ARF4P1 COL5A1-AS1 PRRX2-AS1 CAMSAP1 COL5A1 EHMT1 VAV2 ENSG00000203987 TMEM250 SETX PTGES TTF1 LINC02247 BRD3OS CAMSAP1-DT FCN2 EIF4A1P3 WDR5-DT IL9RP1 OR4F8BP MIR3689F RNU5D-2P RNU6ATAC MIR4669 MIR3689A MIR3689C MIR3689D1 MIR3689D2 RN7SL328P MIR3689B MIR3689E MIR602 RNU6-785P NIBAN2 PTRH1 MIR3911 CFAP157 TTC16 TOR2A SH2D3C CDK9 MIR3960 MIR2861 FPGS ENSG00000225032 NAIF1 SLC25A25-AS1 PTGES2-AS1 LCN2 BBLN TRUB2 COQ4 SLC27A4 TMSB4XP4 URM1 MIR219A2HG MIR219A2 MIR219B ODF2-AS1 EXD3 ENTPD8 MIR7114 PNPLA7 MRPL41 DPH7 ZMYND19 ARRDC1 SETP5 NSMF DNM1 FBXW5 C8G LCN12 LINC02692 PTGDS LCNL1 PAXX CLIC3 LINC02908 FUT7 NPDC1 ENTPD2 SAPCD2 UAP1L1 MAN1B1-DT DPP7 GRIN1 TMEM210 ANAPC2 SSNA1 TPRN TMEM203 CYSRT1 RNF224 SLC34A3 TUBB4B FAM166A STPG3-AS1 NELFB TOR4A NRARP MIR6856 QRFP FIBCD1 FIBCD1-AS1 PRDM12 IER5L RN7SL159P IER5L-AS1 EGFL7 MIR126 AGPAT2 DIPK1B SNORA17B SNORA17A LCN10 LCN6 MIR6722 LCN15 ATP6V1G1P3 TMEM141 CCDC183 CCDC183-AS1 RABL6 NCLP1 MIR4292 PHPT1 MAMDC4 EDF1 MIR4479 DNLZ ENTR1 PMPCA INPP5E C9orf163 NTMT1 OLFM1 CCDC187 AIF1L RNU6-881P FAM78A LAMC3 SNORD62A SNORD62B UCK1 ENG RNA5SP296 AK1 MIR4672 ST6GALNAC4 PIP5KL1 DPM2 FAM102A PLPP7 PTGES2 CFAP77 GPR107 STXBP1 MIR6877 GTF3C5 CEL CELP RALGDS GBGT1 LCN1P1 ABO LCN1P2 SURF6 MED22 RPL7A SNORD24 SNORD36B SNORD36A SNORD36C SURF1 SURF2 SURF4 STKLD1 REXO4 CACFD1 SLC2A6 NOTCH1 GTF3C4 AK8 SPACA9 TSC1 MIR548AW RNU7-21P EEF1A1P5 GFI1B RNU7-171P VTI1BP4 SH3GLB2 DOLPP1 PKN3 RN7SL560P ZDHHC12 ZER1 TBC1D13 ENDOG SPOUT1 KYAT1 LRRC8A PHYHD1 DOLK NUP188 CRAT DYNC2I2 WDR5 LRRC26 LCN8 DKFZP434A062 GPSM1 POMT1 SOHLH1 KCNT1 NOXA1 SLC25A25 MAN1B1 GLE1 GPRACR NCS1 RN7SL665P ASS1 ST6GALNAC6 LINC01451 RAPGEF1 NDOR1 MIGA2 SEC16A HMCN2 BARHL1 DDX31 SARDH CIZ1 NTNG2 OBP2B FCN1 CERCAM CACNA1B PAEP LINC01502 PAEPP1 GLT6D1 ENSG00000236543 LCN9 TRAF2 AJM1 SET PRRC2B ABCA2 EXOSC2 RNF208 SNAPC4 MIR199B MIR3154 STPG3 ARRDC1-AS1 LINC02907 SOCS5P2 PPP1R26-AS1 PPP1R26 PIERCE1 ENSG00000226706 LCN1 OBP2A NUP214 MIR4673 MIR4674 CARD9 SWI5 SPTAN1 ZDHHC12-DT MIR3621 MRPS2 PTPA UBE2V1P4 TOR1B TOR1A C9orf78 USP20 MIR6855 FNBP1 FUBP3 ABL1 PRRT1B ENSG00000284976 ODF2 C9orf50 GOLGA2 FAM163B DBH DBH-AS1 MYMK ADAMTS13 HMGA1P4 LINC02913 LINC02975 LINC00963 SNHG7 ENSG00000288989 LINC01503 NALT1 MT http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MT MT-TF MT-RNR1 MT-TV MT-RNR2 MT-TL1 MT-ND1 MT-TI MT-TQ MT-TM MT-ND2 MT-TW MT-TA MT-TN MT-TC MT-TY MT-CO1 MT-TS1 MT-TD MT-CO2 MT-TK MT-ATP8 MT-ATP6 MT-CO3 MT-TG MT-ND3 MT-TR MT-ND4L MT-ND4 MT-TH MT-TS2 MT-TL2 MT-ND5 MT-ND6 MT-TE MT-CYB MT-TT MT-TP chrXp11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXp11 SRPX CLDN7P1 UBTFL11 BAG1P1 OTC SYTL5 LINC01283 SC4MOP PLLPP1 GAPDHP65 TDGF1P1 PGAM1P7 FTLP16 RBM39P1 TNIP2P1 GAPDHP1 MKI67P1 CPSF1P2 H2AP RP2 SRSF6P1 CTNNBL1P1 YBX1P8 PYY3 TSR2 NANOGP10 EFHC2 LINC01204 HMGB1P15 MED14 CHST7 MFFP3 CHTF8P1 USP27X CLCN5 UQCR10P1 CHMP5P1 IPO7P1 ITIH6 KRT8P14 ENSG00000287215 NUDT11 NDP DYNLT3 AKAP4 MAOB RPL19P20 JADE3 FOXR2 SLC9A7 MAGEH1 ZNF674-AS1 SMIM15P1 DGKK NDP-AS1 RPL23AP83 PSMA5P1 ATP6AP2 LINC01545 GOT2P6 MTHFD1P1 FGD1 MAGED2 KLF8 XAGE2 LINC01284 USP27X-DT LINC01496 NUDT10 NBDY OOEPP1 ATP5MC2P4 UQCRBP1 MKRN4P MED14OS EZHIP NLRP2B MYCLP2 TATDN2P1 FUNDC1 PINCR CCNB3 KRT8P17 KRBOX4 KRT18P68 MDH1P1 PPP1R2C PPP1R11P2 VEZTP1 PGAM4P1 FDPSP5 DPRXP6 CXorf38 IMPDH1P4 H3P44 RRM2P3 PCNAP3 SPIN3 MED28P4 LINC01281 LINC01282 ACTBP1 RNU6-591P RNU6-49P MIR548AJ2 RNU7-7P RN7SL732P MIR3937 RNU7-164P RNU6-1124P RNU6-630P MIR221 RNU6-50P MIR222 SNORA11 RNU6-421P MIR532 MIR188 MIR500A MIR362 MIR501 MIR500B MIR660 MIR502 RNU6-434P MIR8088 MIR4536-2 MIR4536-1 NICN2P RN7SL785P SNORA11C NPM1P49 LINC01560 NUS1P1 SYN1 MIR4769 ELK1 UXT UXT-AS1 CXXC1P1 SMSP1 WASF4P RPL7P57 TIMP1 RBM22P6 XAGE1A RBM22P7 SSXP4 SSXP1 SSX7 RNA5SP504 SSXP5 S100A11P10 S100A11P8 SPANXN5 EIF4A2P4 SSX8P SSX2B ZNF157 MAGED1 LINC02601 RNA5SP502 SHISA5P1 RN7SL15P GEMIN7P1 CASK-AS1 RNU6-1321P YWHAZP10 RN7SL144P GPR82 RPS15AP39 RNU6-202P SSX9P SSXP9 S100A11P9 SSX3 SSX4 FTSJ1 PORCN-DT EBP ACTG1P10 MIR6895 MIR6894 KDM5C-IT1 RPSAP62 MPV17L2P1 MIR6857 RIBC1 TIPINP1 VTRNA3-1P MIR98 MIRLET7F2 RPSAP61 RN7SL291P DUSP21 DIPK2B BMP15 GAGE2E GAGE12B VDAC1P2 SALL1P1 PAGE1 PAGE4 PLP2 PRICKLE3 SYP-AS1 CACNA1F HSPB1P2 CCDC22 PPP1R3F ZNF182 ZNF630 ZNF630-AS1 SSX6P RNU6-707P SSXP3 S100A11P5 RNA5SP503 S100A11P7 S100A11P6 UBQLN2 RRAGB TSPAN7 CFP DDX3X SPIN2P1 RNU6-935P APEX2 ALAS2 HDGFL3P1 PAGE2B PAGE2 MTCO1P52 MTND2P24 MTND1P30 SMC1A ENSG00000287729 MID1IP1-AS1 PAGE5 SSX1 ZNF81 IQSEC2 ARAF MIR1587 RPS11P7 ENSG00000236393 IMPDH1P2 BCOR CENPVL2 CENPVL1 GSPT2 RNU6-504P CENPVL3 SPIN2B SSX5 ZXDB FAAH2 ZXDA CCDC120 PRAF2 WDR45 RNU4-52P GPKOW RN7SL262P KDM6A SDCBPP3 RPL32P36 RPS2P55 CLIC4P3 USP9X SPACA5B FAM156A PAGE3 SSX4B MPC1L HSD17B10 HUWE1 MRPL32P2 XAGE5 ZNF41 ZNF674 USP51 TPMTP3 SNORA11E MAGED4 SNORA11D FOXP3 GPR173 TSPYL2 KDM5C XAGE3 MAOA GAGE12C GAGE12D GAGE12F GAGE12E GAGE12G GAGE12H GAGE2A GAGE1 GAGE10 GAGE12J GAGE13 MRPS18CP7 RNA5SP505 PHF8 FAM120C RPL37P24 RPL7AP71 NYX GPR34 SLC38A5 WNK3 SYP FAM156B MID1IP1 MAGED4B SSX2 RGN RNU6-1189P RNU12-2P RBM10 ITPK1P1 UBA1 INE1 NDUFB11 SUV39H1 RNU6-1056P GLOD5 ACAA2P1 RNU6-29P ERAS PCSK1N PQBP1 SLC35A2 PIM2 OTUD5 RNU6-722P KCND1 GRIPAP1 SNORA11G TRO XAGE1B SPACA5 SPIN2A SHROOM4 FAM104B GNL3L TIMM17B RBM3 MRPL32P1 WDR13 VN1R110P CDK16 USP11 PORCN CASK WAS TBC1D25 TFE3 HDAC6 PFKFB1 KANTR GATA1 H2AL3 MAGIX RPGR MIR222HG LINC02595 LINC01186 chrXp21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXp21 FTH1P14 RDXP2 TMEM47 SRSF2P1 PTP4A1P5 METTL1P1 FTH1P27 RPS15AP40 HMGB1P16 PPP4R3C MOB1AP2 FAM47DP SIAH1P1 RPP40P1 FAM47B NFYCP1 AMZ2P3 RDXP3 FTH1P19 MAGEB10 CFAP47 ENSG00000226484 XK RANBP1P1 H2AL1MP DCAF8L1 VKORC1P1 ORC1P1 IL1RAPL1 H3P43 PIGFP3 RNA5SP500 MIR4666B MIR6134 RNU6-641P RNU6-1087P FMN2P1 RPL7P58 HMGA1P1 RNU1-142P LANCL3 PRRG1 TASL CKS1BP6 FTLP2 GK-IT1 GK-AS1 TAB3-AS1 TAB3-AS2 ARX PAFAH1B2P1 RN7SL91P FTHL17 RNU6-894P RNA5SP501 NPM1P8 MIR3915 MIR548F5 DMD-AS3 TBCAP1 MAGEB18 MAGEB6 MAGEB5 VENTXP1 MAGEB2 MAGEB4 PLCE1P1 MAGEB1 MAGEB3 TAB3 FAM47A DCAF8L2 GK H2AL1Q CYBB TFDP1P2 FAM47C FTHL18P MAGEB16 MAGEB6B NR0B1 DMD chrXp22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXp22 PPP2R3B RPL14P5 MTND6P12 HADHBP1 PRKX-AS1 ENSG00000236513 PRKX ASMTL-AS1 DRAXINP1 VCX2 ANAPC15P1 GS1-600G8.3 NOLC1P1 IL3RA P2RY8 RPS5P8 MTCYBP12 RPS27AP20 RPL6P30 SLC25A6 AMELX ASMT DHRSX-IT1 LINC01203 DHRSX SHROOM2 RARRES2P3 ANOS1 ASMTL CRLF2 FAM9CP1 LINC02968 RPL24P9 FAM9B LINC00106 HCCS HIKESHIP1 NLGN4X GOT2P7 FAM9A LINC00685 GRPR TMSB10P2 BEND2 FAM3C2P LINC01456 RPL35AP37 ENSG00000286724 UBE2E4P MDM4P1 BRK1P1 KLHL34 AKAP17A SMPX CNKSR2 GLRA2 PDCL2P1 ADGRG2 RAI2 CTPS2 S100G GPX1P1 MBTPS2 MAGEB17 SCML2 DDX53 PTCHD1 SYAP1 CDKL5 YY2 PIR ARHGAP6 RNU6-114P MIR651 SNORA48B MIR4770 MIR548AX RNU6-146P RN7SL658P MIR548AM RNA5SP499 RN7SKP183 RNU6-133P LIMK2P1 MSL3 FRMPD4-AS1 RPL17P49 RN7SKP290 PSMA6P2 MRPL35P4 TLR7 TLR8-AS1 CBX1P4 MIR4768 ENSG00000235834 NHS-AS1 CHP1P3 SCML1 FAM136GP PUDP RNU6-800P ASB9 ASB11 PIGA VEGFD CLCN4 PRPS2 BMX GS1-594A7.3 CA5BP1 CA5B INE2 AP1S2 RNU5F-7P SETP15 CLTRN PCYT1B H2BP7 PCYT1B-AS1 POLA1 SCARNA23 EEF1B2P3 ZFX-AS1 RPS26P58 ZFX PLCXD1 GPM6B GEMIN8 TBL1X GPR143 EGFL6 RPL30P15 MIR6086 RN7SKP20 RAB9A OFD1 PRDX4 ACOT9 APOO RPL9P7 CXorf58 GYG2 GYG2-AS1 ARSD ARSD-AS1 ARSH ARSF RN7SL578P RPS24P21 ARSL CYTH1P1 SMS PHEX-AS1 PTCHD1-AS CBLL2 METTL15P3 RNU6-266P PHEX TRAPPC2 SAT1 ZBED1 MIR6089 LINC00102 CD99 XG MXRA5 ASS1P4 LINC01546 EIF2S3 KLHL15 MID1 NHS ATXN3L VCX3B VCX3A FABP5P13 KRT18P53 SHOX RPS27AP17 STS MIR4767 PNPLA4 VCX GJA6P RS1 PPEF1-AS1 BLOC1S6P1 HAUS1P2 PHKA2-AS1 PHKA2 RN7SL48P SUPT20HL1 PPEF1 SUPT20HL2 SNRPEP9 PDK3 ZRSR2 EIF5P1 HMGN1P33 CLDN34 WWC3-AS1 FRMPD4 MAP7D2 MIR23C EIF1AX EIF1AX-AS1 RPS6KA3 BCLAF3 LINC02154 TCEANC MIR3690 RNA5SP498 CSF2RA MOSPD2 TPT1P14 FANCB NPM1P9 PDHA1 MAP3K15 EIF5P2 TLR8 TMSB4X FAM9C ACE2 WWC3 SH3KBP1 GTPBP6 RNU7-56P TXLNG RPL12P49 RBBP7 RNU4-6P SLC35C2P1 REPS2 CBX1P2 CD99P1 ENSG00000289007 HCCS-DT chrXq11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq11 MTMR8 ZFRP1 SSBL2P YWHAZP7 KPNA4P1 HNRNPDP1 SPIN4-AS1 PFN5P MTND1P31 KRT8P27 MTND2P25 SHC1P1 SPIN4 ASB12 AMER1 CBX1P1 RN7SL799P ARHGEF9 ARHGEF9-IT1 BTF3P8 MIR1468 MORF4L1P5 PRXL2CP1 GRPEL2P2 BLOC1S2P1 ZC3H12B CCT4P2 LINC01278 ZC4H2 chrXq12 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq12 CCNYL5 ETF1P3 VSIG4 RBMXP5 EDA2R PKMP2 MIR223 RNU6-394P BMI1P1 AR TLE1P1 AP1M2P1 FRMD8P1 PGK1P1 RNU6-1225P AKIRIN1P2 YIPF6 OPHN1 ATXN7L3P1 EIF4BP9 MTFR1P1 LAS1L HEPH NANOGP9 MSN MIR223HG chrXq13 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq13 ERCC6L WASHC3P1 FAM236B YWHAZP8 PHKA1-AS1 RAB11FIP1P1 BMP2KL LINC00269 SLC16A2 TERF1P7 LDHBP2 ZCCHC13 TOMM20P4 THAP12P1 PCNPP4 SAR1AP4 MMADHCP1 HDAC8 UPRT CYCSP43 NAP1L6P PABPC1L2A EDA PIN4 HNRNPA1P25 TTC3P1 CAPZA1P3 ATP5MKP1 CITED1 IGBP1-AS2 RPS7P14 FOXN3P2 RPS6P26 MAGEE1 MORF4L1P6 BUD31P2 PBDC1 BRAFP1 ACTR3P2 TRAPPC13P1 LRRFIP2P1 MAGEE2 SERBP1P1 AWAT2 FAM236C EFNB1 RPS4X MTCYBP31 PABPC1L2B-AS1 DLG3 MTND4P31 HMGN1P35 ARL5AP5 RPL31P63 COX6CP12 OTUD6A MAP2K4P1 NAP1L2 RPL7P53 IGBP1 CNOT7P1 FAM226B PHKA1 ZDHHC15 RPS26P11 RTL5 MATR3P1 RPL21P134 TPT1P15 SNORD3E MIR676 RNU6-1078P RNU6-562P RNU6-1044P RN7SL388P RNU2-68P RN7SL790P RNU6-867P RNU1-112P RNA5SP508 MIR374C RN7SL648P MIR545 MIR374A MIR421 MIR374B ZMYM3 ITGB1BP2 ZCRB1P1 RHOG2P PABPN1P1 INGX SOCS6P1 CXCR3 PABPC1L2B FAM236A NALF2 NUTF2P7 RNU1-56P SOCS5P4 SNX12 FOXO4 CXorf65 GJB1 RLIM PABPC1P3 RNU6-330P NEXMIF ENSG00000283599 LINC00891 NONO PJA1 TEX11 ABCB7 RNU6-245P TAF1 SEPHS1P4 TSIX XIST FXYD6P3 RPSAP14 SHISA5P2 AARSD1P1 UHRF2P1 DDX3P1 DDX3P2 MKRN5P STARD8 CDX4 CXorf49B GCNA FAM236D CXorf49 DMRTC1B DMRTC1 MED12 NLGN3 CHIC1 NHSL2 IGBP1-AS1 DGAT2L6 RN7SL581P AWAT1 RNA5SP507 P2RY4 ARR3 RAB41 KIF4A TRAPPC2LP1 RNY4P23 GDPD2 ENSG00000284391 RNU4-81P DLG3-AS1 PDZD11 SLC7A3 RPS23P8 IL2RG JPX OGT ENSG00000228427 FTX chrXq21 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq21 CYSLTR1 SFR1P2 HNRNPH3P1 PSMA1P1 TPMTP4 FGF16 P2RY10BP CPXCR1 HMGN1P34 TUBB4BP8 SETP4 HDX CALM1P1 CORO1CP1 EIF3MP1 UBE2V1P7 UBE2V1P9 PABPC5 SRIP2 EEF1A1P15 BRWD3 COPS8P1 RPSAP15 EIF4A1P10 CHM STAU2P1 PPATP2 HNRNPDLP3 FCF1P9 RPS29P28 MIR325HG STIP1P3 KAT7P1 POF1B KLHL4 VDAC1P1 RPL6P29 WBP11P3 USP37P1 ATG4AP1 PAICSP7 MRPS22P1 DIAPH2-AS1 RNF19BPX RTL3 POMPP1 SERBP1P4 USP12PX PDK1P2 TBX22 TGIF2LX ST13P18 KRT18P11 KPNB1P1 DLGAP5P2 KIF4CP HMGB1P32 SH3BGRL GTF3C6P1 HK2P1 BRDTP1 NDUFA5P7 HNRNPDLP1 VDAC1P3 TERF1P4 CCNB1IP1P3 NT5DC1P1 RPL34P36 AP2B1P1 TUSC2P2 POU3F4 EIF3JP1 SNX3P1X P2RY10 CYLC1 EEF1A1P29 TMEM184CP1 RPL22P22 RPL7P55 NCKAP1P1 SPRYD7P1 GEMIN8P3 ITM2A CAPZA1P1 RPS7P13 RPL26P36 SKP2P1 HMGN5 RPA4 NDUFB5P2 NAP1L3 PABPC5-AS1 RNA5SP509 MIR4328 MIR1321 RNU2-26P RNU6-332P RNA5SP510 MIR548M MIR384 MIR325 MIR361 RNU6-974P RNU6-995P RNU6-493P RN7SKP194 RN7SL74P RNU6-555P RN7SL379P ZNF711 FABP5P15 RNU6-854P RN7SL460P COX7B SATL1 ATRX CTHRC1P1 GPR174 PGK1 PGAM4 TAF9B FNDC3CP PCDH11X FAM133A MAGT1 RPL7P54 LPAR4 DACH2 DIAPH2 APOOL C4orf46P2 ATP7A CHMP1B2P RPS6KA6 MIR548I4 TENT5D UBE2DNL chrXq22 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq22 CTDSPL2P1 ARL13A TEX101P1 B3GNT2P1 HNRNPA1P27 NOX1 TCEAL9 RPSAP8 NUDT19P2 EEF1A1P40 CSGALNACT2P1 TRMT2B NSA2P3 HNRNPA1P26 TEX13B C3orf49P1 XRCC6P5 XKRX SERPINA7P1 NXF3 ATG4A PSMD10 NRK RPL18AP14 NLRP3P1 RAB40AL PHB1P10 RIPPLY1 MTND6P13 TCEAL7 TMEM230P1 BEX1 KCTD9P2 BEX3 SERPINA7 H2BP8 RAB40A PWWP3B CTDSPL2P2 IL1RAPL2 RNF128 TBC1D8B MORC4 CSGALNACT2P2 NAP1L4P2 RADX RNU6-345P RNU6-309P MIR548AN RNU6-207P RAB9B RNA5SP511 H2BP9 ELF2P1 TMSB15B SLC25A53P1 DPPA3P1 H2BW3P TEX13A COL4A5 RNU6-934P NANOGNBP3 RPL21P132 TIMM8A RPL36A RPL36A-HNRNPH2 HNRNPH2 PPIAP90 KRT18P49 FRMPD3-AS1 PRPS1 PCDH19 TCEAL3-AS1 TCEAL1 CNEP1R1P1 MORF4L2 MORF4L2-AS1 TMEM31 SLC25A53 CSTF2 VSIG1 TNMD TSPAN6 PPIAP89 RAD21P1 TCP11X3P NXF2 TMSB15A PLP1 ZCCHC18 TAF7L MID2 IRS4 IRS4-AS1 TCEAL3 FAM199X ESX1 SRPX2 CLDN2 DRP2 GK4P NXF5 GLRA4 FOXN3P1 NXF4 ARMCX5-GPRASP2 H3P45 GPRASP1 RNU6-589P BEND7P1 BHLHB9 GAPDHP77 MTND1P32 MTND2P2 MTCO1P19 MTCO2P19 MTATP6P19 MTCO3P19 MTND4P32 MTND5P26 MTND6P32 MTCYBP32 FRMPD3 TRMT2B-AS1 TMEM35A CENPI YWHAQP8 H2BW1 GPRASP2 COL4A6 TCEAL4 H2BW2 NUP62CL GTF3C6P2 MYCLP1 DNAJA1P3 DNAAF6 GLA PRKCIP1 ARMCX1 ARMCX7P ARMCX6 ARMCX3 ARMCX3-AS1 RNU6-30P ARMCX2 RNU6-587P ARMCX4 TCEAL2 TCEAL6 BEX5 TSC22D3 NCBP2L ARMCX5 RBM41 SYTL4 ZMAT1 TMSB15B-AS1 BTK ENSG00000286794 RPSAP59 BEX4 TCP11X1 TCP11X2 NXF2B TCEAL8 TCEAL5 BEX2 LINC00630 ENSG00000236064 chrXq23 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq23 SLC6A14 LRCH2 TUBAP6 RPL36P18 PRPF4BP1 LUZP4 SUMO2P21 PHF5FP YAP1P2 PLS3-AS1 M6PRP1 ASS1P5 LHFPL1 TCERG1P1 HMGB3P30 SETP8 EEF1GP5 IL13RA2 SLC6A14P2 SLC6A14P1 CT83 RNU6-648P SNORA35B RNU6-1323P RNU6-154P RNU6-1015P PPIHP2 QTRT1P1 RNU1-57P RN7SL93P SNORD30 XACT RBMXL3 MIR4329 RN7SL266P RN7SL712P AKR1B1P8 API5P1 AGTR2 CHRDL1 PAK3 FCF1P4 GLUD1P9 CAPN6 RNU6-496P HMGB1P12 EIF4BP7 DCX TMEM164 MIR652 MIR3978 SNORD96B AMMECR1-IT1 GUCY2F NXT2 MFN1P1 KCNE5 ACSL4 RPS5P7 AMOT PLS3 SERTM2 DANT1 TRPC5 RTL4 DPRXP7 CCDC121P1 RTL9 AMMECR1 GNG5P2 TNPO3P1 SSU72P1 HTR2C RPL36AP53 SNORA35 MIR764 MIR1912 MIR1264 MIR1298 MIR1911 HSPA8P7 MIR448 TDGF1P3 RPL18AP15 RNA5SP512 ALG13-AS1 TRPC5OS ALG13 DANT2 chrXq24 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq24 EEF1A1P30 SFR1P1 RHOXF1P1 TMEM30BP1 LINC01402 CBLL1P1 HSPA8P1 RHOXF1P2 CT47A12 RHOXF2 WDR44 RBBP8P1 CT47A11 PA2G4P1 RHOXF1 CT47A7 GLUD2 ZBTB33 IL13RA1 MIR3672 MIR1277 MIR766 RHOXF2B TMEM255A SEPTIN6 ATP1B4 LAMP2 RNU7-37P MCTS1 C1GALT1C1 H3P46 GLRX5P1 CUL4B SOWAHD RPL39 SNORA69 RNF113A NDUFA1 AKAP14 NKAP DOCK11 CT47A10 CT47A9 CT47A8 CT47A6 CT47A5 CT47A4 CT47A3 CT47A2 ZCCHC12 LINC01285 AKR7A2P2 COBLP1 LONRF3 CT47A1 CT47B1 NKRF ARL5AP1 KIAA1210 RHOXF1P3 HNRNPA1P28 NUDT19P6 PGRMC1 AKAP17BP ENSG00000230392 MRPS17P9 SLC25A43 RNU1-67P RN7SL118P RNY3P16 SLC25A5 UBE2A STEEP1 UPF3B ENSG00000277535 TUBB4BP3 RPL12P43 KLHL13 SLC25A5-AS1 NKAPP1 RHOXF1-AS1 chrXq25 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq25 ACTRT1P1 TPT1P13 RPL7AP72 MTCO1P53 DCAF12L2 UBE2V1P16 THOC2 PNPLA10P FERP1 BTG3P1 MTND4LP1 KRT18P44 TUBB4AP1 RPL32P35 RPL3P12 MTND4P24 ENSG00000237208 MTCYBP38 PRR32 DCAF12L1 TJAP1P1 RUVBL2P1 MRRFP1 GRIA3 H3P47 ACTRT1 XIAP-AS1 RNU6-122P PARD6BP1 STAG2-AS1 STAG2 ZIK1P1 HSPA8P20 TEX13D NPM1P34 RPS26P56 RNA5SP513 FBLIM1P1 TEX13C SH2D1A RPS26P57 RN7SL190P TENM1 MEMO1P4 RNU7-69P CHCHD2P1 XIAP chrXq26 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq26 NLRP7P1 HTATSF1 OR11Q1P TFDP3 OR5BH1P H2AQ1P FGF13-AS1 OR7L1P ETS2P1 STK24P1 RAC1P4 BRS3 ZIC3 TPM2P1 RAP2C-AS1 OR11N1P OR2AF1P ZFYVE9P1 MAGEA13P IGSF1 MCRIP2P1 KRT8P6 VGLL1 HDGFP1 MAP7D3 OR1AA1P ADGRG4 INTS6L-AS1 OR5AW1P OR13K1P RN7SKP31 MIR504 MIR934 RN7SL325P RNU6-985P RNU1-115P RAB33A ZNF280C AIFM1 CT45A11P GAPDHP67 E2F6P4 RPL7P56 RANP4 RAB28P5 RBMX RPL22P23 SRRM1P3 GPR101 FSIP2LP DENND10P1 SPRING1P2 LINC01201 ARHGAP36 RN7SL191P SLC9A6 PNKDP1 RNA5SP514 STK26 AGKP2 RAP2C INTS6L FHL1 ZDHHC9 SALL4P2 UTP14A BCORL1 APLN XPNPEP2 SASH3 MGAT2P2 CT45A3 CT45A6 CT45A2 CT45A8 CT45A9 RTL8B RTL8C RTL8A SMIM10L2B-AS1 NCLP2 SMIM10L2B ETDB CT55 ZNF75D ETDA ETDC ZNF449 ENSG00000229015 SMIM10L2A RNA5SP515 CROCCP1 WDR4P1 RNU6-1130P SLC25A14 GPR119 OR13H1 CT45A10 GPC4 RNU6-203P RPS24P19 RPSAP63 GPC3-AS1 TIMM8BP2 LARP1BP3 FRMD7 NT5DC1P2 PHF6 HPRT1 RPL36AP54 MIR450B MIR450A1 MIR450A2 MIR542 MIR503HG MIR503 MIR424 LINC00629 PLAC1 RPL21P133 RPS7P12 RNU4-44P PABIR2 RBMX2 SAGE1 ELF4 GPC3 SMARCA1 OCRL CT45A7 ENOX2 RNU6-98P HS6ST2-AS1 NAA20P1 USP26 HS6ST2 MIR363 MIR92A2 MIR19B2 MIR20B MIR18B MIR106A CCDC160 RNU6-320P CD40LG ARHGEF6 RNU6-972P SNORD61 MBNL3 SAGE4P SAGE3P SAGE2P CT45A1 MGAT2P1 CT45A5 PABIR3 MOSPD1 RNU6-616P LINC02243 HMGB3P31 SMIM10 LINC02931 FIRRE TM9SF5P LINC00892 MMGT1 chrXq27 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq27 SPANXB1 MAGEC2 SLITRK4 CYCSP44 SNURFL SPANXN3 SRD5A1P1 ENSG00000231110 UFM1P1 FGF13 SPANXC SPANXN1 MAGEC3 TRMT1P1 UBE2NL PGBD4P6 HNRNPH1P2 LDOC1 MTND1P33 RBMX2P2 NDUFB3P5 RPL36AP52 SPANXD MTND2P39 RRM2P4 ELL2P4 ANKRD11P2 MAGEC1 HNRNPCP10 CXorf51B SPANXA2-OT1 ENSG00000223438 SLIRPP1 SPANXA2 RNU6-3P RN7SKP149 RNA5SP517 RNA5SP516 MIR514A2 MIR514A1 RN7SKP81 MIR320D2 MIR892C MIR514A3 MIR890 MIR888 MIR892A MIR892B MIR891B MIR510 MIR891A RN7SKP189 MIR513C MIR513B MIR513A1 MIR513A2 MIR506 MIR507 MIR508 MIR514B MIR509-2 MIR509-3 MIR509-1 RNU6-382P EEDP1 RPS17P17 SOX3 SLITRK2 MIR505 CXorf66 ENSG00000233145 HNRNPA3P3 RN7SL727P F9 ATP11C RNU6ATAC23P FMR1-AS1 FMR1-IT1 FMR1NB FMR1 ENSG00000230707 CXorf51A LINC00632 CDR1 MCF2 SPANXN4 SPANXA1 SPANXN2 ENSG00000284377 chrXq28 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrXq28 DUTP4 LINC00850 HAX1P1 MAGEA8-AS1 RPL12P50 RPL7L1P11 PNMA6B TMEM185AP1 HSFX1 CMC4 AFF2-IT1 MAGEA8 IDS GPR50-AS1 MTCP1 GABRA3 MAGEA11 GPR50 PASD1 MAGEA7P PNMA6F EOLA2 FUNDC2 EOLA1-DT EOLA1 KRT8P8 PNMA6E IDSP1 F8 NAB1P1 ENSG00000287394 AFF2 LINC02927 VBP1 CD84P1 HMGN2P48 RAB39B RPL19P21 HMGB3 RNU6-383P MIR4330 RN7SKP267 RNA5SP525 RNU6-764P MIR105-1 MIR767 MIR105-2 CLIC2 TWF1P2 PHF10P1 SRD5A2P1 TMLHEP1 MIR1184-2 MIR1184-3 H2AB3 TMLHE-AS1 TMLHE AMD1P2 DPH3P2 VAMP7 ELOCP24 TRPC6P1 WASIR1 DDX11L16 OPN1LW TEX28P2 OPN1MW TEX28P1 TEX28P3 TKTL1 SNORA70 FAM50A MIR6858 PLXNA3 UBL4A SLC10A3 RN7SL697P FAM223A ATF4P2 F8A3 HSFX4 ZNF275 PNMA6A DUSP9 RPL18AP16 RN7SL687P PNCK BCAP31 ABCD1 PLXNB3-AS1 PLXNB3 SRPK3 SSR4 CYCSP45 L1CAM L1CAM-AS1 RENBP HCFC1 HCFC1-AS1 TMEM187 MIR3202-1 MIR3202-2 MIR718 CCNQ MRFAP1P1 KRT18P48 SLC6A8 MIR2114 XRCC6P2 FLNA RPL10 ATF4P1 FAM223B IKBKGP1 OR3B1P WASH6P CTAG1A RN7SL667P ECMXP BGN VMA21 ENSG00000214915 ATP6AP1 HSFX3 MAGEA9 HSFX2 MPP1 HMGN1P37 H2AB1 F8A1 EEF1A1P31 ZNF622P1 H2AB2 F8A2 TREX2 MAGEA4-AS1 GABRE MIR224 MIR452 EMD ATP2B3 MTMR1 HAUS7 OPN1MW2 MAGEA9B CTAG1B CTAG2 MAMLD1 ZFP92 PDZD4 PNMA3 FATE1 MAGEA4 RPSAP60 RNA5SP524 FTH1P8 ENSG00000266560 MAGEA10 GABRQ MAGEA3 MAGEA2B CSAG1 MAGEA12 CSAG4 MAGEA2 CSAG3 MAGEA6-DT CETN2 NSDHL PNMA5 MTM1 CD99L2 PPIAP91 TMEM185A BRCC3 IDH3G AVPR2 PRRG3 CNGA2 IL9R MAGEA6 MAGEA5P DNASE1L1 GAB3 SNORA36A MIR664B SNORA56 SMIM9 MIR1184-1 LAGE3 EOLA2-DT SPRY3 ZNF185 IKBKG G6PD DKC1 MAGEA1 ENSG00000273877 PWWP4 FAM3A GDI1 TAFAZZIN OPN1MW3 CSAG2 TEX28 ENSG00000287585 IRAK1 ARHGAP4 NAA10 MECP2 ATP6AP1-DT chrYp11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrYp11 TSPY24P ZNF92P1Y RBMY3AP RFTN1P1 SERBP1P2 TSPY12P TTTY12 TTTY7B OFD1P3Y RBMY2HP USP12PY TTTY23 TTTY7 LINC00279 TSPY18P PCMTD1P1 ZNF736P6Y TUSC2P1 FAM197Y5 TTTY2B TTTY21 CDY3P TSPY25P RNF19BPY FAM197Y2 DUX4L31 TSPY13P TTTY1B ZNF736P8Y RBMY2OP TSPY19P MTND6P1 DLGAP5P1 CDC27P2 TTTY8B TTTY2 USP9YP22 TTTY18 RBMY2QP TSPY16P RBMY2GP BPY2DP RBMY2JP FAM197Y1 RBMY2NP TTTY1 USP9YP4 ZNF736P7Y TTTY8 RBMY2KP TTTY19 TSPY17P TSPY15P ELOCP4 TTTY23B TTTY22 TSPY11P TSPY10 MTCYBP1 AGPAT5P1 TSPY20P FAM197Y4 TRIM60P3Y MTND1P1 LINC00280 PRRC2CP1 TSPY5P ZNF736P10Y TSPY1 MTND2P3 TTTY11 TTTY21B UBE2V1P3 FAM197Y9 FAM197Y3 TSPY6P RNU6-303P RNA5SP518 RNA5-8SP6 RNA5SP519 TGIF2LY PRKY RN7SKP282 RNU6-941P RNU6-521P SRIP3 GOT2P5 ATP5PFP1 XGY2 RNU6-1334P SRY RNASEH2CP1 TOMM22P2 RPS4Y1 HSFY3P NAP1L1P2 ZFY ZFY-AS1 EEF1A1P41 AMELY TBL1Y GPR143P TSPY2 RBMY1A3P TTTY20 FAM197Y8 TSPY8 FAM197Y7 TSPY7P FAM197Y6 TSPY3 LINC00278 RNU2-57P VDAC1P6 EIF4A1P2 KRT18P10 SNX3P1Y RPL26P37 PCDH11Y TSPY4 TSPY9 ZNF736P9Y chrYq11 http://www.gsea-msigdb.org/gsea/msigdb/human/geneset/chrYq11 DUX4L19 TTTY6 ELOCP35 SLC9B1P1 KDM5DP1 DUX4L17 PRY HSFY7P RBMY2AP PUDPP1 CDRT15P10 USP9Y PRY2 OFD1P8Y TSPY23P TUBB1P2 ACTR3BP1 RPS24P1 RBMY2FP RCC2P2 EIF1AY BPY2 MTND1P12 STSP1 PABPC1P5 TSPY22P RCC2P1 SHROOM2P1 DUX4L18 RBMY2BP ZNF736P11Y OFD1P9Y CHEK2P1 RBMY2UP FAM224B ZNF886P ELOCP8 OFD1P16Y TTTY25P ENSG00000236951 ASS1P6 SNX18P1Y MED14P1 HSFY5P ZNF885P ARSFP1 SURF6P1 XGY1 ANKRD20A6P TSPY21P TTTY4 MXRA5Y DUX4L16 USP9YP17 TTTY17A FAM41AY1 TTTY6B ELOCP15 CDY12P CDY13P RBMY1KP ARSDP1 TTTY5 CDY4P ENSG00000235059 RBMY1D RBMY2WP USP9YP24 TTTY10 FAM8A4P ARSLP1 TRIM60P8Y MED13P1 CYCSP46 RN7SL702P RNA5SP520 RNA5SP521 RNU6-109P RNU6-184P OFD1P6Y HSFY2 GPM6BP2 USP9YP2 ELOCP14 PRYP6 XKRYP2 USP9YP10 USP9YP28 RNU1-41P OFD1P7Y MTCYBP2 ZNF839P1 CD24P4 RNU6-255P GAPDHP19 CLUHP1 TAF9P1 CDY5P ELOCP36 PRYP1 ACTG1P2 XKRY USP9YP23 USP9YP27 RNU1-128P TRAPPC2P3 OFD1P1Y ELOCP6 CDY6P USP9YP7 USP9YP6 CDY7P USP9YP34 USP9YP32 CDY8P ELOCP12 TRAPPC2P8 USP9YP15 RNU1-95P USP9YP16 XKRY2 ACTG1P11 PRYP2 ELOCP26 CDY9P TAF9P2 CLUHP2 FAM224A RNA5SP522 RNA5SP523 TUBB1P1 FAM41AY2 ELOCP13 OFD1P4Y USP9YP14 RNU1-48P USP9YP5 XKRYP1 PRYP5 ELOCP7 USP9YP1 GPM6BP1 TTTY9B RAB9AP4 TRAPPC2P7 TTTY14 ENSG00000288049 KDM5D HSFY1 RBMY1F CDY2A ZNF736P3Y TRIM60P9Y TRIM60P10Y ZNF736P2Y TRIM60P11Y ZNF736P1Y ZNF736P5Y BPY2C TTTY4C DAZ4 CDY2B PSMA6P1 SFPQP1 TAB3P1 DPPA2P1 DDX3Y CASKP1 UTY TMSB4Y ANOS2P VCY DAZ3 DAZ1 PPP1R12BP2 SNORA70 REREP1Y RBMY2CP DAZ2 AGKP1 NLGN4Y-AS1 RBMY1E NLGN4Y CDY22P ELOCP17 OFD1P18Y TRAPPC2P4 RAB9AP3 USP9YP20 RNU1-40P USP9YP21 XKRYP6 PRYP4 ELOCP11 CDY23P USP9YP26 HSFY8P OFD1P15Y RBMY2DP REREP2Y PPP1R12BP1 RNU6-1314P CYCSP48 ANKRD36P1 VCY1B PNPLA4P1 OFD1P2Y OFD1P5Y TBL1YP1 RPS4Y2 HSFY4P GAPDHP17 TMEM167AP1 TOMM22P1 NEFLP1 PRORY RBMY2TP TSPY14P RBMY1HP RBMY1B RBMY1A1 TTTY13 ELOCP5 CDY10P USP9YP3 USP9YP8 CDY11P RBMY2EP HSFY6P USP9YP18 CDY14P ELOCP16 XKRYP3 USP9YP25 USP9YP29 RNU1-97P RAB9AP1 TRAPPC2P9 OFD1P11Y PRYP3 OFD1P10Y ELOCP9 CDY15P XKRYP4 USP9YP13 USP9YP11 TTTY3B USP9YP12 RNU1-86P RAB9AP5 TRAPPC2P10 OFD1P12Y ELOCP10 CDY1B CDY17P USP9YP35 USP9YP31 CDY18P GOLGA6L11P DNM1P24 CSPG4P2Y CSPG4P3Y GOLGA2P2Y RN7SL818P UBE2Q2P4Y LINC00265-2P CICP2 SEPTIN14P22 RBMY2XP TTTY17B TRIM60P5Y ZNF736P12Y TTTY4B BPY2B ZNF736P4Y TTTY17C RBMY2YP SEPTIN14P23 CICP1 LINC00265-3P UBE2Q2P5Y GOLGA2P3Y RN7SL725P CSPG4P4Y CSPG4P1Y DNM1P48 GOLGA6L16P CDY19P USP9YP36 USP9YP33 CDY20P ELOCP34 OFD1P13Y TRAPPC2P5 RAB9AP2 USP9YP30 RNU1-107P TTTY3 USP9YP9 USP9YP19 XKRYP5 TPTE2P4 CYCSP49 SLC25A15P1 CDY1 RBMY1J BCORP1 TXLNGY GYG2P1