Genes are ranked by gene selection score PI4KB C9orf78 CIAO1 VPS72 SCAMP3 TSN PRPF31 ERAL1 ZNF830 CD2BP2 PSMC5 CYB5B FIBP SNF8 XRCC6 PSMD4 PAF1 AASDHPPT WDR70 RRP8 ZNF622 HAUS2 NELFB ISY1 RNF25 UBA2 TIMM22 SAP30BP BRD9 TMEM199 SENP3 RALY POP4 PPIE TSSC4 MRPS5 WIPI2 PSMA1 MLF2 DNAJC8 LCMT1 VPS45 URM1 MED27 VPS16 CHMP4B IMP4 METTL16 VMA21 POLR3C UBE2J2 C5orf22 BTF3L4 CTNNBL1 NIF3L1 TMEM39B INTS11 DYNLRB1 KHDRBS1 EMD NABP2 TARDBP HNRNPL METTL2A SNRPC NUP54 SNRPD3 ZNF384 E4F1 SUPV3L1 RETREG3 EIF1AD ILF2 PCGF1 RHOT2 SF3B2 TBC1D10B CEP89 SKIV2L SCNM1 RBM10 SPOUT1 AP2M1 GTF2E1 RNPS1 CDK9 NELFE GPS1 TLK2 RNF187 RAB5C UBE2I PSMB4 CCT4 HNRNPK HNRNPC PHF5A SFPQ RAB13 WDR33 SRSF1 PTBP1 SUPT7L ATIC EFTUD2 PPM1G PPP3R1 UBE2Z GDI1 NMT1 MRPS16 PPHLN1 HNRNPU CCDC124 SUPT4H1 CCT3 UBTF U2AF2 PRCC MRGBP NUP85 ILKAP CPSF3 GRB2 POLR2K DDX23 SCYL1 PTGES3 RPN1 SLC4A1AP SART1 EWSR1 CPSF6 WDR75 GOSR2 UBE2Q1 RAE1 NUBP2 PPP1R8 MORF4L1 MTX1 PSMB1 BCL2L12 DAZAP1 RNF220 ADRM1 HNRNPM SNRNP40 SLC25A17 ELAVL1 NUP133 SF1 UTP6 DDX41 AATF KIAA2013 RRP36 PARN SF3A3 SRRT MOGS NKIRAS2 NSUN5 ZNF639 CRTC2 CBX3 ILF3 SDF2 UBALD1 SNRPA FLAD1 HNRNPR MRPL9 NVL TXNDC12 HDGF UBE2M RBM45 ACBD6 HNRNPA2B1 NOL11 PSMC3 DAXX C1orf174 MRPL42 KTI12 STARD3 AAGAB BRAP ARF1 SHARPIN FBXO7 EEFSEC SMG5 CAMKK2 ZNF207 BUB3 APH1A KLHL7 TMCO1 SUMO2 TERF1 SPG21 GABPB1 PSMD9 SAFB DDX56 ARPC5 FOXK2 PKNOX1 KDM1A RBM42 DENR GGNBP2 HTRA2 AUP1 NCBP2 SMIM12 EIF2B1 GSK3A ERI3 B4GALT3 PWP1 NOL10 GMPPA MRPL18 EDC3 ARFGAP1 SAMD1 TSR3 CCDC43 CNOT3 UTP18 NRF1 DEDD ISG20L2 SRSF3 UBE2L3 FAM192A KXD1 SRSF10 EIF2B2 GNPDA1 ERCC3 SNAP47 DRG1 GNL1 INO80E SAE1 EMC8 SFSWAP NUTF2 RBM14 YTHDF1 THOC5 CSTF1 SRSF4 RAB35 PSMD14 CELF1 ANAPC5 SSRP1 SMUG1 SRSF2 IWS1 PRKRIP1 TRAPPC1 NAA60 CFAP20 PES1 C1orf50 TARBP2 ABT1 SRSF9 SNU13 MED15 STX4 GATC C10orf88 RBMX PSMC4 B4GALT2 BLOC1S6 AMZ2 VPS33A PRPF3 MARS SYMPK MRPL47 DCAF15 DDX54 SUMO1 RNF34 EIF4E2 COPZ1 PSMD10 CNIH4 IPO9 FUS PRKCSH NSUN4 SAR1A TMUB2 CISD2 SMARCD1 SEC11A RPAP3 NARF RAN INTS14 TBP CERS5 TIAL1 EMG1 SMPD4 ATG5 XPO1 MRPL28 TIMM50 LRRC42 YARS ATG12 PUF60 POLR2D DGUOK YY1 NSMCE2 DDOST SMARCB1 DDX50 COASY FAM32A C17orf62 PSMB2 PSMD11 LAS1L SLC25A44 PPP2R5D MED30 MRM2 PYGO2 LSM4 DPY30 POLR2G MRPS35 SZRD1 TBCB MIIP KIF22 CHTOP MRPL10 PSMB3 TUBG1 BANP AMMECR1L SDHAF2 SEC61A1 ZNF526 PFDN2 DDA1 ANAPC10 ACD GPN1 PMF1 SMYD5 CSNK1D SNIP1 SNW1 YWHAH DDX19A EEF2KMT SNRPA1 HNRNPH3 STRN4 CACYBP RUVBL1 RNF181 IST1 KPNB1 DDX55 BFAR SLC39A1 CTU2 MEN1 PEF1 GRWD1 PSMD3 NUP62 SNRNP70 DAP3 TOR1A AXIN1 SSSCA1 METTL13 EIF3B THOP1 ATG4B GPR89A CALR TRA2B MORC2 KNOP1 GMEB2 TRIM28 GOSR1 GNB1 CACTIN DHX16 COMMD4 GNL2 DIABLO SF3B4 FAM104A ATXN7L3 MRPS34 TUBB MED6 DERL1 TERF2 VAC14 PSME3 DHX9 EIF2AK1 IRF3 UBE2N MESD UBE2W CSE1L H2AFV PHKG2 CRIPT XPO6 ESS2 CSNK2B PSMA7 MAPKAPK5 TAF11 ADPGK SRSF7 ACIN1 CYHR1 INTS8 FARSA JOSD1 HNRNPD GPN2 R3HCC1L HNRNPLL MAPRE1 C12orf43 PQLC2 PSMB5 POP7 CHTF8 SET RBM15 REXO4 CLP1 SUMO3 TRIM27 LRRC57 PGS1 SMNDC1 TINF2 NUP37 RNASEH1 FTSJ3 WDYHV1 PSMD12 DDX27 CCT7 LEMD2 CENPB MRPS23 PSMC2 TTC31 S100PBP ACP1 MSL1 METTL5 C1orf52 ZNF335 RANBP1 MAGOH MTG2 CPSF1 SRP68 BAX ODF2 BMS1 PRPF19 PRPF40A CCDC9 SLC35B1 ZBTB2 YTHDF2 DMWD CARS DHX8 MED26 TMEM248 ARL6IP1 DPF2 HSP90B1 VASP RTFDC1 SDCCAG3 KATNA1 NCLN HPRT1 LIN52 UBE2A COLGALT1 ZNF394 SNRPB E2F4 SUPT6H METAP2 SIRT6 ASCC1 CNOT9 NUP93 THADA COX7A2L ZDHHC18 CSTF3 CHRAC1 SEC22A AP1M1 SETD1A KDELR2 ZCCHC17 ASPSCR1 UFD1 TMEM138 TRIM11 NONO STAMBP TSEN34 GATAD2A HDAC3 PPP4C TRIM65 ATP6V1C1 TTC9C PSMA4 NRDC SCAF1 NFATC2IP SF3B6 TCF25 KRI1 USP48 ATG101 SLC35C2 EIF3I HIRA ADO TAF5 DDX42 XPNPEP1 MFAP1 OAZ1 LSM12 CDC42 TBC1D31 VTI1A MLX SHKBP1 TXNL4B CDK4 TAF5L PDZD11 WTAP EXOSC2 LLPH PPP2R2D PIAS4 ALKBH1 DNTTIP1 NAGPA MRPS11 GEMIN7 RBMX2 TAGLN2 NOC4L CDK5RAP1 XPNPEP3 TOMM40 ANP32B SNX5 NIFK CTCF THRAP3 HAT1 EIF2S2 SUGP1 RPUSD1 CDC27 RUSC1 INTS7 KDELR1 MEAF6 ZNF263 HNRNPA3 DDX49 ZBTB17 ZC3H18 DPH2 FBXO22 MED24 TPRA1 TBPL1 HSF1 RFT1 FAM49B RNF2 RBBP5 NOP58 COMMD5 DNAJB11 MUS81 NELFCD FAAP100 WDR24 DHX34 ALYREF HMGXB3 ARFRP1 MAPKAP1 FAM98B TUBGCP2 RAB8A TMEM69 DDX24 CWC25 SPATS2 RPL26L1 PITPNB TBRG4 TIMM17A ZMPSTE24 SELENOF MAP3K7 HDAC8 PDAP1 PPP5C SDF4 DCAF13 MTCH1 PHF14 SNX11 VPS25 CRK CDIPT PSEN1 BRAT1 DNAJC7 AAR2 MSTO1 SART3 USP5 STIP1 RFC2 SEPHS2 MIS12 CRNKL1 ANP32E CBFB TAF6L SLC30A6 IDH3G MRPL37 MCMBP ZNF574 DDX18 MAGOHB CTDNEP1 USP39 FCF1 ASNA1 PDRG1 RPN2 MAP3K11 RABL6 ZCRB1 ALG3 PAPOLA METTL23 MRPL53 NRBP1 PRKD2 AK2 DR1 CNOT2 DCTN5 ZNF200 EXOSC10 SAAL1 SETDB1 MTERF3 ERF ORC5 MKNK1 BLOC1S3 CENPO ZNF7 ATP13A1 PDCL POLDIP2 GORASP2 HDAC2 DUSP12 HNRNPA0 METTL1 ZMYM6 UBAP2L CXorf56 PRIM2 YBX1 MPLKIP NAE1 RBM28 ABCF1 CMC2 USF1 UTP11 STAU1 FEN1 MED19 FAM189B TSEN54 GTF3C5 ALG1 SMG7 WDR46 DHX37 MRPL17 NAIF1 PSMC6 RARS2 AP2A1 NAA10 TCF3 WDR5 C1orf131 VPS28 SIN3B ENY2 TP53RK CCAR1 ZNF143 EBNA1BP2 PSMD1 GGPS1 PNO1 THAP1 WDR53 EMC4 CHD4 PANK4 VBP1 GART CDV3 MRTO4 DKC1 PDCL3 PDIA3 GIT1 NACC1 PIN1 ANKLE2 UBE2O MOB1A CSNK1G2 UCK2 C8orf33 AHSA1 ARMC1 BYSL TRIR KNSTRN SLC15A4 EXOSC1 XPO5 NOL9 PPIA FKBP1A ASB6 TTC4 FAM96A ZC3HC1 SLBP AAAS DHX57 KBTBD2 APEX2 GUCD1 FBXL12 DDX52 TBCE C12orf65 POLE3 TOP3A PUS1 ZDHHC6 FBXW2 HAUS8 GTF2H3 BRF1 PDCD5 CFL1 TMEM104 TRIT1 SNX12 GPN3 PPIL1 SENP5 MTF2 ABRAXAS2 TAOK2 SMYD2 LSM14A CIZ1 AP5Z1 PRPF38A C16orf91 ARMC8 TMX2 PREB KHSRP NUDC SKA2 TRMT2A NRM PIH1D1 MBD4 PA2G4 SURF4 PSME4 NOP56 CXorf40B FZR1 SPOP DPM1 SNRPD1 NCBP1 JMJD6 DDX31 RIOX1 GGCX COX16 MALSU1 PELP1 TOR1B TMEM214 PRPS1 TIMM23 FIP1L1 RAD1 SYNCRIP G3BP1 UBE2V2 MED29 TOR1AIP2 WDR83OS UNC50 ANP32A COIL CAPZB PIGC MMS19 SNX17 GPATCH2 NADK PGAM5 ARHGEF1 PRR14 WRAP73 BANF1 ZDHHC16 HS1BP3 TNPO2 COPS3 LRR1 POLR2C DAGLB NLK RRP15 TBL2 CLCN7 KANSL2 CNTROB TCEA1 LSM5 MORF4L2 TMEM183A RCE1 NXT1 ERH DAZAP2 ZKSCAN5 PCIF1 KAT2A RBM4B ZNF707 CDK11B PSMD7 ZNHIT3 MPV17L2 RUNDC1 IFT20 RBM12 RBM17 YRDC LSM1 SSB GMEB1 TRPC4AP TRMT112 KARS WDR74 KCMF1 OTULIN XRCC3 CMSS1 ERGIC2 PCNX3 TUG1 BNIP2 MAZ BSDC1 MED22 RSRC2 MPV17 RRN3 TFG RELA THAP5 C2orf42 SUPT5H CSNK2A2 SAMD4B AARS SLC39A3 WDR89 SNRPE RNF114 ANKRD54 DPM2 MANBAL MBOAT7 ABCF3 ZUFSP PPP1CC NASP ZFP64 ZNF638 DPP9 PSMD2 DHX15 ITGB1BP1 STK3 INTS5 GLRX3 CPSF4 CEBPZ GEMIN2 CCT5 C1orf35 UPF1 CCDC59 ACAD9 TEX10 BCL7B MICU1 NPLOC4 TPRKB R3HDM1 GPBP1L1 RABEPK PRR13 TMEM50A TUT1 HNRNPF DUT IMMT RBM22 NDC1 ST7 SERBP1 SLC25A32 WRAP53 CNOT11 ASXL1 CPSF7 DIEXF C1orf43 RANBP3 HDGFL2 MRPL3 SMIM13 ASB7 SNAP23 BRIX1 TELO2 SLC26A6 CNBP COPG1 STX16 CEP131 FLCN TMEM189 DHX38 TMEM186 PEX26 ZNF408 POT1 FUBP1 NUDCD1 ATG3 NUCKS1 RBM4 ZC3H3 SLC52A2 NKRF HNRNPAB EMC1 FTSJ1 TXNDC9 SUPT16H PISD TIMMDC1 SSR3 NUDT5 RNGTT ATP6AP1 C11orf84 GTF2F1 POLR2H INIP TEPSIN COPS5 EDEM2 RAD21 TRMT1 PSMA3 MAP2K7 SELENOO SAFB2 CHD1L POLA2 TACO1 MEA1 WIZ OSTC TRMU MGME1 WDCP YARS2 FAF2 LZTR1 EMC7 PCBP2 RAB3GAP1 MRPL19 PHF23 GZF1 ZNF598 CWF19L1 QSOX2 DERL2 BCCIP DMAC2 ARPC3 MRPL58 ATXN2L TCP1 HPS4 OS9 ZNF317 ZFP1 NCAPH2 TEFM AKAP8L ALG2 LSM10 MRPL13 PSMF1 MRPS12 HSP90AB1 TIMM29 RNF4 VIRMA SVBP COA7 C14orf119 EIPR1 TSFM TYW5 BCL7C RAB1A ARF3 PEX14 TMEM203 SMARCA5 AMPD2 ATPAF2 BABAM1 PCGF6 VRK3 LONP1 NAA25 CIAPIN1 OPA3 SPATA2 HMCES KCTD5 SRSF11 SNRPG ELL RCC1L PELO PALB2 GEMIN6 LRRC47 ACTR5 FAM200A INTS13 UBE2E3 SLC12A9 MED20 PRPF4 ZC3H11A GTF3C2 MAD2L1BP SLC35A2 EXOSC9 UMPS NFYA RNF41 PPP1R11 DGCR8 DESI2 SF3A2 ERCC2 HNRNPA1 FN3KRP YWHAB YKT6 CDK2 ZNF451 ZZZ3 USP45 NCL AP2A2 TYW1 NUPL2 SRCAP TNIP2 TMA16 AKT1 DPP3 RTRAF GLOD4 MAPKAPK2 ZBTB24 TM2D2 LASP1 CLPTM1L LIN37 PABPN1 UBL4A RAB7A MRPL51 DRG2 POLD1 GANAB RPL7L1 ZNF146 AP3D1 PAPD7 DNAJA3 RPAP2 SLC10A3 POLDIP3 PTOV1 UNC45A KPNA6 DNTTIP2 CDAN1 SAP130 RAB34 RPUSD2 ANKRD27 DDB1 UBTD2 ZNF282 UTP14A FKRP E2F6 PARL MTIF2 RBM39 TAF3 TMEM250 LRRC59 TMEM259 TAF12 TCTN3 ENOX2 ANAPC7 REXO1 CSNK1E CEP57L1 SRP9 ELOF1 SFT2D1 POFUT1 GRK2 INTS12 UBQLN1 PARP1 ABCF2 EIF4H PLCG1 TOR2A NKAP RNF216P1 BUD23 ZDHHC24 ARHGDIA CSNK2A1 SLC30A7 GTPBP4 POLR3A SNAPIN MYO9B CRAMP1 MIEF1 COPS8 GMPS NOC2L SLC25A39 C1orf159 DFFA CDC23 ANAPC2 DBR1 MAX MIER2 TTI1 POLG ENOPH1 MITD1 HAUS3 PTPN2 TCOF1 POLD2 MED10 RBM19 FAM103A1 DEDD2 PARP2 COPS6 AAMP GSS ELOA NAT9 TSPAN17 PDCD11 LMF2 USP10 PAGR1 OTUD5 SIKE1 YIF1A CCNQ CWC22 YTHDC1 XAB2 RUVBL2 EYA3 DSN1 TP53I13 LSM6 TBL3 INO80 OGFOD2 STX5 SRRM1 ERP44 BRD2 RPF1 ZFP91 ZFPL1 TMEM206 COMMD2 CMTR1 PAICS ZMYND19 TBC1D25 RSPRY1 TOMM22 UBXN2A RPS6KC1 ZCCHC9 BET1L CEP104 HNRNPH1 PSMG1 MSANTD3 SHMT2 TEX261 RBM25 BUD31 TRIP4 NRDE2 RDH14 SYVN1 KLHDC4 ATXN3 VPS39 MOCS3 CDC123 TMED2 SRP54 FUBP3 TCFL5 STRAP SEPT7 SEC61B NOC3L VRK1 FLYWCH1 LSG1 TMED4 ARMC10 NSMCE1 DDX20 TFIP11 ETAA1 U2SURP GSPT1 MTX2 RAD23B PIP4P1 CEBPG GGA3 EHMT2 FAM120A TYK2 CUL2 GLRX5 MCRS1 PFN1 TTC13 NIT1 CHUK MNAT1 PRPSAP2 THOC6 C7orf43 PSMA2 USP36 DOLK MTHFD2 ZNF500 AKAP8 POLR3F NOL7 RFX1 C6orf47 HGH1 VPS26A SELENOT HACD3 HMG20B UTP23 CREB1 C7orf49 PLEKHB2 JMJD4 GPATCH3 HSPA5 PPP1CA CCT8 BRD4 HERPUD2 GNB5 LDB1 NUP107 ATXN2 METTL14 PAPOLG NUTM2B-AS1 ZNF623 MAF1 CNOT8 HSPBAP1 PAIP1 LTBR C20orf27 TIGD6 CPSF2 SNRPB2 DARS GTF3C3 AEN PARG ASCC2 SSR1 ZNF341 PIGS NIT2 MAPK1IP1L CENPL RHBDD3 ADSS TRMT5 TWISTNB RBM27 NSUN2 SLC35E1 PRMT1 PTPRA ATG13 FAM204A SF3B3 WDR55 COG2 SLC7A6OS CTDSPL2 IRAK1 NCBP3 C6orf89 SF3A1 CALM3 TXLNA NECAP2 RPE ZNF174 HEATR6 RNF216 CBX1 NAXE CDK8 BPNT1 BAG6 ZGPAT H2AFZ TRABD CD3EAP MIS18A DROSHA LZIC NSRP1 TSEN15 ZFAND1 RBM34 SARS2 LRCH3 COPB2 NR2C1 TAF1C CLPTM1 RPRD1B CDC37 TMEM179B PPIL2 TRIAP1 YWHAE ZNF740 DDX17 PRPF6 FMR1 MPHOSPH10 OTUB1 NOB1 AKT2 TRMT6 SND1 POMT2 TRAPPC3 PHB CNP RNF139 LARP4 L3MBTL2 SOCS4 XYLT2 ZNRD1 DNM1L LSM2 RAC1 MYPOP PHF13 TMX1 METTL6 NUDT21