Genes are ranked by gene selection score TARDBP KIAA2013 TRAPPC3 HNRNPL TRPC4AP MRPS15 PWP1 MRPL58 PRPF31 SRSF1 DAZAP1 SGTA ILF3 IMP4 ELAVL1 LONP1 EWSR1 ERAL1 SAFB AK2 SRRT BANF1 CIAO1 ABCF3 KXD1 MALSU1 CHTOP POP4 HNRNPA2B1 ARF1 PRKCSH TPRA1 KHSRP DDX56 EXOSC10 CWC15 U2AF2 RBM17 UBE2Q1 UBE2J2 PREB TRIM28 GATC NKIRAS2 NEDD8 GPS1 NUP85 COPZ1 RBM14 RAB8A TSFM EFTUD2 SUPT7L MCRS1 EIF3B USP39 POLDIP2 DDX49 POLR2G SUMO2 KHDRBS1 TPRKB PRCC ANAPC5 C1orf174 RBM45 TCOF1 DNAJC7 BUD31 TIMM50 FOXK2 RNPS1 SNRPA MSL1 BUB3 TBC1D10B PPP1R8 CPSF3 DAXX PSMC2 EIF3I DDX41 EIF2B1 MRM2 TTC9C TMEM50A PDAP1 EIF2AK1 XRCC1 AAAS TBRG4 PSMB4 TIMM23 FARSA MTX1 MTG2 NFS1 TMEM199 MRPS7 MTIF2 VPS33A SCYL1 SF3B6 RER1 FAM32A ISY1 CTBP1 DENR RTCA WRAP73 RUVBL2 DPY30 NUBP2 ALG3 RPN1 ATG5 LSM4 UTP6 UPF1 SPG21 POP7 MLX COPS5 INTS1 PPP5C ADPRHL2 NMT1 CBX3 GATAD2A EIF1AD SEC61A1 C1orf50 CACTIN NUDC LEMD2 ACOT8 NOL7 TIMM29 ZC3H3 RRP36 SHARPIN CCDC124 SMPD4 RFNG SYMPK CCDC43 ASNA1 GSK3A EIF2B5 NAIF1 RTRAF SRSF10 SEC22A DNAJB11 CPSF4 PCGF1 NABP2 MRTO4 PPM1G RCC1L FLAD1 COA1 SMYD5 SSU72 CDK5RAP1 RNF220 MRPL47 ERI3 YTHDF1 TAF6L SCAMP3 NOL10 ERH LSM8 SKIV2L DAP3 HDAC8 ARFGAP1 DDX23 NRDC SMG7 CCNQ PSMB2 DHX37 PRPF19 ADRM1 WIPI2 ZNF207 STAMBP PRPSAP1 SETD1A DHX16 AP3D1 NELFE ZNHIT3 ACP1 MAGOH MRPS11 PPIA ACBD6 CACYBP BABAM1 RNF34 CNOT10 CSTF1 SF3B2 NOL11 MRPL3 PIAS4 THUMPD3 NAA10 RBM28 TAF11 RPUSD2 DDX27 DCAF15 ZC3HC1 COPG1 METTL2A MLF2 TMEM258 NDUFAF7 ORC5 CNIH4 INTS14 OAZ1 OTUB1 DGUOK ACAD9 POLR2D XPO5 SNRPC RNF7 KRI1 COX16 EMC8 GTPBP3 SNRPE CCT3 DDX54 TEFM MED26 DUSP12 RAE1 LRWD1 CRTC2 SDHB USF2 NKRF JTB SEPHS1 ZNF777 MRPL9 SRSF7 SYVN1 MRPL32 BTF3L4 SMARCD1 SLC35C2 SCAF1 C1orf43 SUMO1 STRN4 MPLKIP PSMA5 CNOT9 ATP6V1F NUP62 CCDC137 SNRPD3 SUGP1 CSTF3 CCDC58 FAM192A LAMTOR5 PHB SDF4 POLRMT RALY ZBTB8OS AHSA1 NIF3L1 COPE C12orf65 MRPL16 GPATCH3 PHF5A INTS4 PQLC2 TIMMDC1 CLPTM1 RFT1 RTL8A UBE2O EHMT2 YWHAB SNRPG MRPL51 NOC2L GPR137 MRPS5 STX10 PYGO2 MRPL17 MRPS23 ABT1 CC2D1B XPO6 BAG6 KDELR1 LSM5 GMPPA C1orf35 GPN2 GPN1 SEC13 SEC11A PSMD3 TRIP4 NUP43 TMEM69 MTERF3 CPSF6 ATP5C1 KANSL2 PSMC6 NVL MRPL19 BANP NONO SF3B4 VPS33B EBNA1BP2 BUD23 PSMA2 METTL6 WDR46 YTHDF2 ZNF282 SLBP YARS2 TBL3 SSBP1 METTL23 HGH1 MARS GNG5 MED25 NME6 STX18 RFC2 AIFM1 ZNF526 SCAMP4 FAM136A CNOT3 CFL1 RITA1 CCAR1 VPS37C TBL2 RNF8 FZR1 TUBG1 TUFM RBM8A MAD1L1 HNRNPC TACO1 SMUG1 BRD4 MRGBP INTS11 PIH1D1 DDA1 VPS16 EMC4 ALDH18A1 NCAPH2 AP2A1 PSMD11 NPLOC4 FAM104A PSMA4 PSMB5 TFG MECR PRKRIP1 MESD NAXE XPO1 CSNK1G2 ARPC1A HMBS CDC37 COMMD5 HAUS8 MTERF1 UBAP2L DRG1 WDR74 TMEM214 SNRPB2 SFSWAP ERCC3 GTF3C2 SUPT4H1 NIT2 ZC3H18 TMEM201 SRP9 ATXN7L3 ISCA2 TIAL1 SIAH1 C1orf131 CFAP20 GABPB1 AIMP1 DYNLL1 ABCB8 NCBP2 SNF8 PSMA3 ATP5J2 PFDN4 FAAP100 PSME3 ZNF473 EMG1 GNL2 SMG9 TRMU RPUSD1 BET1 PCNX3 PFDN6 MAPKAPK5 RUSC1 TBCCD1 UBE2M CISD2 AARS2 ZBTB17 NOC4L PSMA7 MIIP MRPL2 KATNB1 SRPRB LAMTOR1 CDC123 CALR ANP32A MRPS22 ELOC DDX55 ZNF7 SELENOF BAX GPR89A ARF5 CIAPIN1 PCBP2 COPS7B GIT1 LAS1L FAM103A1 FAM96B STIP1 UBL5 TELO2 AGK SEC22B CMC1 HTRA2 C12orf76 VMA21 THADA ABHD10 GORASP2 HUS1 MRPL48 DNAJC2 SPATA2 SUPV3L1 QRSL1 RAB7A SLC25A14 SNRPD1 HSPBP1 PTGES3 C10orf88 TRUB2 RBM19 EED AP5Z1 ARPC5 TRIAP1 TTC31 AKT1S1 NUPL2 CCT8 NACC1 SSR2 SUZ12 MRPL20 ZDHHC5 SAMD1 NR2C2AP RNF181 SF3A2 RBM42 MED24 PELP1 GRWD1 TRMT112 BFAR THOP1 AHCY CLPP CTU2 XAB2 ARHGDIA SLC30A6 MED8 CLN6 PSMD14 UBAC2 LSG1 POLE RAD23A TEX261 KCMF1 OSTC PSMC4 ATXN2L UBE2A POP5 DPH2 AATF PSMC5 ACTR5 PRR14 MED6 SART3 ZFYVE19 P4HB HSD17B10 MLST8 GNB2 CEP89 RPS6KB2 NAT9 NUP37 CSNK2B UFD1 TMEM222 UBE2L3 HM13 MRPS16 TTI1 GANAB GLRX5 PDCD5 COX8A PRKAG1 PIGQ PGAM5 RP9 TOR3A MUS81 MGME1 PSMD4 ELOF1 PDIA3 ASB6 PGS1 DPP9 RBMX2 DUS4L MSTO1 COMMD4 FTSJ1 DBR1 MITD1 WDR53 MRPS34 ZNF707 SRP68 EIF4E2 RINT1 MSL3 HNRNPK COA6 CTDNEP1 PSMB1 TMEM248 VRK3 PSMD12 COX19 PRELID1 TAF12 MPHOSPH10 BRAP HECTD3 MRPS35 MCTS1 HEATR3 BCKDK TPD52L2 PA2G4 NFYC PSMD9 CSE1L UCKL1 KDM2B TLK2 TUT1 TMEM203 FKBP1A SMG5 SRM METTL2B TSR3 ANAPC11 PEX26 TMED2 MAP2K2 C14orf119 APEX1 EXOSC9 FAM50A STOML2 C12orf73 MYPOP HDGF MRPL52 TTC27 HGS MKS1 COPS7A OXSM PSMA1 GCDH COA3 GMEB1 PABPN1 MPV17L2 SRP19 NDUFAF6 LARP4B ATAD3A WDR83OS C17orf62 CDK5 AAGAB TCF3 ORMDL1 YIF1A PSEN1 TYK2 BCL2L12 NECAP2 COPB2 NASP DHX8 UMPS RAB1B SIKE1 GMEB2 SF3A3 WDCP GPATCH1 CWF19L1 UBA1 TXNL4A RUVBL1 SAP30BP SEM1 NOP56 RBX1 MRPL55 NUTF2 ICMT WDR55 SLC4A1AP GSK3B KMT5A PNPT1 MCAT PDRG1 YY1 C15orf61 GAR1 EPN1 CCT7 THRAP3 CDK16 TATDN2 PPP1R9B DAD1 JMJD4 NCBP2-AS2 TIMM17B SH3BP5L PPP3R1 STT3A TMEM161A XPNPEP1 INTS8 CHCHD1 TSEN34 DERL2 EXOSC1 SMARCB1 DDX52 NSUN4 MRPL37 HDGFL2 POLD1 CRLS1 MRPL13 PPIB POLR3K SNX5 NSMCE2 HNRNPU PSMB3 VARS RNF187 NPRL3 ZNF335 NAE1 MRPS26 KRTCAP2 FIBP PGP POC5 RALA TARS2 NDUFA9 ANAPC7 WRNIP1 DCP2 YAE1D1 C18orf21 HSF1 SSSCA1 TMEM39B RANGAP1 CSNK2A1 ISG20L2 NUP93 C1orf52 DDX10 TMEM138 UBE2Z PPP6R3 LRRC57 E2F4 ZNF574 SELENOS PUF60 CPSF1 ZDHHC6 SPPL3 SDF2 RARS VAC14 PQBP1 RBM34 REXO4 UCHL5 DKC1 SDHAF1 COMMD9 CLCN7 VTA1 MRPL38 TM9SF4 GOLGA5 C7orf26 MRPL18 SSR3 ACTL6A TNPO3 PAICS NADK COA4 SNRPF FASTK SPCS2 NAA40 HDAC1 EXOSC8 SRSF3 SNRPD2 MRPL14 MRPL22 GTF3C5 RFC5 PTPN23 RAB22A MRPL57 YARS COA7 CHMP1A UBE2N SLIRP ERCC2 RRP9 PIP4P1 OGFOD1 CDK11B COQ5 SMARCD2 DVL3 RBM4B PAFAH1B2 FNTB FBXO42 APBA3 LSM2 HNRNPLL TBCD BNIP1 C11orf98 ARMC10 NSFL1C TTC13 COIL ZCCHC17 EIF2S2 FTSJ3 UBTF PTOV1 SLC38A7 IMMP1L WDR33 DNAAF2 LLPH UQCRC1 TMEM167A C11orf84 BOLA3 DDX31 SMARCA4 RDH14 PPP2R5D MOB1A METTL5 SSRP1 CCDC174 DNAJC8 PTCD3 COX6A1 MRPL4 PRMT1 ENY2 PPP4R2 TRIM27 DPAGT1 PRPF40A SF1 NCLN UNC50 PMF1 ODF2 EEF1E1 MAP2K7 ATP5H PPIAP22 MYDGF SNX11 CRCP VPS54 KIN FBXO22 MRPL45 KARS NGDN PTCD1 BRAT1 TOR1AIP2 SLC39A1 INTS7 COX18 UBA5 MEA1 MTF2 XKR8 PPCS C2orf68 LIN37 PPIL2 PDCD2L RPF1 RAN ZNF628 PSMD13 SSNA1 GNPAT SLC39A9 NRF1 RHBDD3 VPS29 NDUFAB1 NDUFB2 YIPF3 MAGOHB TAF8 MMS19 BRD7 SDHAF2 DTYMK IER3IP1 ZNF143 CRNKL1 MTCH2 ANKLE2 GTF2H4 KDELR2 LSM14B CDC42 C7orf49 BTBD1 PSPC1 NDUFA12 MCOLN1 PPHLN1 EYA3 DYNLRB1 AP2M1 RBCK1 ARF3 C19orf47 PSMF1 EMC7 NAA20 RAC1 HNRNPM NDUFB4 C19orf53 AMZ2 EMC1 RFXANK POMP ZDHHC24 BCCIP SART1 STARD7 TMUB2 STAU1 CPSF7 TMEM183A EXOSC7 ZSWIM1 DHX35 PLCB3 GARS CHFR RPL7L1 SPOUT1 SH3GL1 MAIP1 HSPE1 SNRNP40 GGNBP2 MARK3 HDAC3 RPS19BP1 POLR2J ANKRD39 MBD4 PAK2 DNAJA3 PPIH RPL26L1 PEX10 RANBP1 C8orf59 DERL1 POLA2 CDAN1 GPBP1L1 FIP1L1 MRPL15 GTPBP10 ZNF668 ANKRD54 ABCF2 DGKZ FAM189B SDCCAG3 DPM2 MCM7 KPNB1 GGA1 NOP10 PIGU PNPLA6 MKKS ELOA MKNK1 TSC22D4 DGCR6L TBC1D31 USB1 RBM22 TBC1D7 GTF2E1 RPUSD3 SHQ1 PPP1R11 THUMPD2 SMIM12 STMP1 HMG20B TIMM10 RBMX TMUB1 SELENOT ZNF511 NDUFS3 STK19 ELP6 SSB MRPL36 DPM1 MED15 TMA16 NRAV CTNNBL1 COG1 PITHD1 TIMM8A SMIM7 EIF2B4 UBE2D2 ELK1 RAB2A AURKAIP1 PTDSS1 RCCD1 PSMD6 TRMT2A ZNF598 SLC30A7 PPIL1 LCMT1 KEAP1 TRA2B PARP2 PMS2P1 RNF4 MRPS18B SLC35B2 PPP2R1A WDR24 HMCES KLHDC3 R3HDM2 KTI12 INO80 DXO SCFD1 RAB1A MARK2 AGGF1 ABCC10 TMEM259 GRIPAP1 PFDN1 DHODH SCNM1 ALG1 TUBB ELP5 SIGMAR1 GTF2F1 PYM1 SLC33A1 NLE1 IWS1 PLEKHJ1 HINFP TAF15 RNF114 RNF10 CRIPT ASB3 CMC2 LSM10 UPF3B BOP1 OXNAD1 AP2S1 SMNDC1 TMEM11 XYLT2 MAPKAPK5-AS1 WDR89 EDC3 PIGC ZGPAT CENPX ATP5G1 BMS1 MRPL35 DUT DHX34 CNOT11 TBCB GOSR1 MRPL27 ASB7 AXIN1 SENP5 C14orf2 RELA PRDM4 TXLNA MRPL11 ATG12 SLC39A3 CHCHD2 VTI1A ZNF200 SLC12A9 GART DDX42 NARFL APTX PRR13 TAF5 PSMD8 MAEA IMMT NIFK MORF4L2 SFXN1 SEC61B HARS2 ACYP1 PRIM2 ZNF787 C12orf10 YKT6 DHX57 PIN4 RPA3 SH3GLB1 NOSIP GNB1 DFFA NDUFB11 MBD3 SRSF4 TMEM120B CTCF HSP90B1 FASTKD3 QRICH1 QTRT2 TBC1D22B VDAC1 SNW1 ORC2 TMEM39A PDSS1 C21orf59 PRDM15 SIN3B FOXRED1 SRP72 C16orf70 PTMA ENTPD6 STX4 MTCH1 PCNP DRAM2 COX17 LRRC47 CDC16 MRPS18C CERS5 TPI1 TXNL4B SPATS2 VPS4A CHD4 DNAAF5 SNIP1 C2orf49 PDCD11 ZC3H4 KMT2B BRK1 APOO CUL2 BSDC1 SMIM26 PES1 BRIX1 SZRD1 PARK7 GMPPB COG8 COX5A E4F1 HAUS5 EIF5A GADD45GIP1 ATP5E PTGES2 TMEM104 WDR18 LARP7 RABEPK OSBPL9 CCDC51 HSPA14 COX7A2 ESS2 ZFPL1 HSBP1 NELFA CDK7 FAM220A SUPT5H MRPL34 DMAC2 HMGXB3 TBCC MIS18A TTC4 NDUFB3 YIPF1 LSM12 ASXL1 HAUS3 DNAJB12 CSNK1D IFT52 ALG14 ZNF576 DCTN2 PALB2 MTMR14 C19orf25 NUDCD2 RANBP3 FUCA2 ACLY RABGGTB ZNHIT1 PAPOLA ABHD17A TRIR LAMTOR2 SPAST LTBR TTLL5 HNRNPA3 MRPL42 UNC119 DPF2 RAB3GAP2 JAGN1 CAPZB HNRNPUL2 DR1 RSRC2 NFATC2IP FAF2 POLR2I S100PBP COG2 ADSS TMEM167B HERPUD2 ITGB3BP TGFBRAP1 POLG2 PDZD11 UBE2K CD2BP2 RMND1 TUG1 TIMM17A ARMC8 NEPRO DDB1 CUL4A ADO UBE2D3 GORAB IPO13 CLK2 C15orf40 PANK4 TBP ATG3 GGA3 HNRNPH2 CAND1 GRSF1 PTPMT1 UQCC3 HNRNPAB CHERP SPATA5L1 CSNK2A2 LUC7L2 ZCCHC8 CEP83 ZBTB24 BTBD2 IK MYO9B DBF4B TAOK2 ALKBH1 BUD13 DRG2 ZFAND3 APOPT1 ASNSD1 EPS15 CNEP1R1 MUTYH GFER R3HCC1L MRPS10 MEAF6 ATP2C1 UBE2I OST4 CRYBB2P1 U2SURP TIPIN TOMM22 DHX30 MED20 NKAP RBM48 SAYSD1 CCDC22 ZNF764 SYAP1 AP1M1 MCUR1 YIPF4 DGCR8 ZNF2 CNOT4 ABCD4 NKAPD1 SSH2 ABRAXAS2 MTPAP HMGB1 TYW5 MRS2 POLR2E RPAP3 PPCDC INTS12 EXOC1 C6orf47 YBX1 GPBP1 RAB35 AP4B1 KBTBD2 PHB2 VARS2 TUBGCP5 TSR2 MAN1B1 SNU13 AASDHPPT FXR1 GOSR2 PCID2 CCDC59 PDCD10 SNAPIN DHX9 WDR75 GTF2A2 TNFAIP1 TRAF2 MRPS14 FAM3A TBCA BAD PSMD10 GOLT1B AKT1 PTPRA TMED4 SF3B3 ACIN1 RPP21 CMTR1 PDCD2 MRPL10 VTI1B PARN GLRX3 TNIP2 C2orf42 PEX11B CDK13 PHF23 C10orf76 MED31 ZSCAN22 RBM23 B4GALT7 MORF4L1 VPS72 SRPRA POLR3A DNASE2 MDH1 SERBP1 ZNF746 METTL26 STRIP1 PSMG2 SNX12 SNRNP25 GTF3C3 INTS5 ZNF639 PANK2 NAGPA SLC25A19 PSMB6 BROX CNOT2 C6orf89 ERGIC2 CLNS1A RPA2 KPNA6 POLR1D PRPF38A SIN3A COG4 ZKSCAN5 WDR92 TBCE NUDT15 C1D WDR20 AREL1 ZMYM4 BOD1 MAX PISD ZFAND6 KDM1A GNAI3 SSR1 USP48 ATF5 TYW1 ANKRD49 ATG4B COX7A2L IPO4 OGFOD3 TAB1 HNRNPUL1 TSTA3 COMMD3 MIOS GTPBP2 ARPC4 RPP30 AVL9 BCLAF1 RARS2 CLCN2 H2AFZ MAGT1 POM121C BRF1 MRPS30 PHF13 GET4 EIF4H RFWD3 SMARCAL1 CINP