Genes are ranked by gene selection score ITM2A SCN4B TCEAL7 LRRC41 AAR2 PPME1 FTSJ1 NKIRAS2 NGRN ARAF RBM17 ENSA GORASP2 RER1 SIRT5 RNF121 TRPC4AP MFF SLC35E1 CDC123 UTP11 TIMM50 PSMD11 NGDN NUDT5 ASCC1 RNF114 RNF8 CRTC2 YARS2 SLC44A2 ERI3 NUDCD3 PPP2R5D TNPO2 RUFY1 POP4 EIF2S2 GARS DNPEP SAE1 PMS2P1 ERAL1 BABAM2 MED29 NOL10 CDK16 PDSS2 DNAJC7 CACYBP NOL7 ADPGK SEPHS1 WBP11 DAP3 BRD4 GTPBP2 CWC25 UBE2Q1 TATDN2 BCCIP LSM8 NFS1 MRPL22 AK2 DERL2 PCID2 URI1 GHITM ATG5 EPS15L1 PRKAG1 CPSF3 PSMA5 GALK2 PYGO2 MRPL47 APH1A PIGU EDEM2 SAMD4B DYNC1LI1 GEMIN6 F11R SF3A3 PSMC6 MRPL32 CLPTM1L PIP4K2B PA2G4 PSMD3 YARS IMP4 VDAC1 CLNS1A LRRC57 OSER1 VPS26A C8orf33 COPS5 MRPS16 HBS1L SCAMP3 SMPD4 EID2 SEC13 NTPCR HDAC8 UBE2Z STRAP DDA1 RNF167 TARDBP SDCCAG3 CBX3 TAF4 PSMA3 CINP TSFM ELAVL1 PIGC METTL2A DCTN5 SRP54 VDAC3 DNAJA2 CCT5 ECD WIPF2 MED20 RPUSD3 POLD3 SAP130 MRPL9 HNRNPL MLF2 ANXA7 ELOVL1 ADIPOR1 BUD31 DERA PSMC4 SNRPD3 ISCA2 PTBP1 PSMB7 ATP6V1D FLAD1 RFC2 RUSC1 NAT10 VPS72 POLR2D NABP2 C14orf119 NSMCE2 MRPS23 ATP6V1H ZNF317 RAE1 HNRNPK NUP93 EIF4E2 CARM1 ACTR8 TXNL4A CNOT11 RRP36 ARF1 ZNF672 FOXK2 HNRNPC HNRNPA2B1 SRSF1 YTHDF1 TBC1D25 MANBAL SUV39H1 TIMM29 UROS MNAT1 UBA1 TAF11 VAPB TMEM248 NUDT9 NBAS EMG1 ASH2L MALSU1 ILF2 NFYC PPP2R1A POLR2H RBM14 SMARCE1 PDCD5 WIZ SEC61A1 TAX1BP1 HAUS2 CDKAL1 MCM3 USP36 PIGS HDGF TIMM23 USP39 UBE2D2 FAM177A1 RPL26L1 PSMB2 PGAM5 SPCS2 EIPR1 RANBP1 GTPBP4 POLR1D HNRNPU KCTD5 SDF2 KXD1 CSTF2T APEX2 APOO CCDC58 KHDRBS1 MCTS1 MRPL17 RBM45 WASHC2A PSMD14 MRPL3 FAM96A PSMC2 MCMBP KTI12 GSK3A VIPAS39 GATAD2A SSU72 AIMP2 PGK1 MRPS35 SYAP1 GPAT4 COA6 NDUFA9 UQCRFS1 CLEC16A ZCRB1 TARS DCAF6 INTS4 DDX56 CCT6A RBM8A MED8 MTCH1 CASC3 UQCC1 ISG20L2 BABAM1 SNRPC TFDP1 SAYSD1 BUD23 MRM2 JTB UBE2A ZDHHC5 COMMD1 CTNNBL1 COMMD9 CSTF3 PSMA6 MOCS3 IPO13 DSN1 SUGT1 ARPC1A TIMM17A ADO OTUD5 MFSD5 AIMP1 SF3B4 POLDIP2 GRSF1 LSM5 NRDC BTF3L4 C1orf50 TCP1 SLBP MPHOSPH10 CNOT2 ZNHIT6 TMEM183A IMMT ANAPC7 MTX2 RPRD1B NSRP1 SUMO1 CNOT9 ALDH18A1 ACTL6A UFC1 COMMD7 PSMD13 TMED4 AP2M1 MTX1 FAM220A ARPC5L TPI1 CSTF1 HPF1 DVL3 INTS13 TBL2 GEMIN7 TOMM5 NONO MGAT4B LANCL2 STX6 ZNF706 DPY30 NDUFAB1 GNAS ACOT8 CHTOP HNRNPM HSP90B1 TBC1D10B SNX5 ILF3 MRGBP NUP62 PNO1 MESD STAU1 PRELID1 PPP5C ELK1 HM13 ATP5C1 CRCP SFPQ EIF2AK1 AUP1 DDX1 ABCF3 IQSEC2 MAD2L1BP PDCL3 MRPL35 ISY1 YKT6 SRSF9 RNF187 XPO6 VDAC2 TLK2 HNRNPAB EIF2B5 UBE2F VCP CHCHD2 ENOX2 PSMB4 CHD4 RITA1 RAD23A FAM189B PHC2 NCOA5 DNAAF5 PPP1R11 U2AF2 LAS1L NIT2 MAGOHB UBL5 GID8 RALY MARS ZFAND3 ERH PPM1G MTCH2 ERGIC3 CCT3 DNAJB11 RPN1 PPP1R8 ZDHHC9 SIGMAR1 MARK3 ACP1 RNF149 TOR1A TM9SF4 RAB8A CA5BP1 HSPE1 PSMD8 H2AFY UTP4 PPP6R3 BCAS2 PANK2 C1orf43 RBBP7 MRPL10 SRP68 PLAA MRPL15 RNF34 FLOT2 PDCD6 WRNIP1 WAC-AS1 TAF10 UBL4A ASNA1 SF3B6 RPA3 RAB1A NCBP2 CSE1L BLOC1S3 SLC35C2 RBM4 CCT7 NDUFS3 DNTTIP2 DNASE2 SPG21 UBE2R2 IFT20 DDX41 KDELR1 ERCC3 DDX23 CLIC1 DAZAP1 CMAS MAP3K7 SLC35A2 RNPS1 RABIF NIFK PPIA BFAR NDUFB3 PARN MRPL44 H2AFZ MAEA BNIP1 NEDD8 EXOSC1 UBTF DHX30 ARPC3 SNRPB2 TPM3 RFWD2 KIAA2013 PRCC DYNLL1 ALKBH5 NRBP1 ALG3 CHERP RNF181 SCNM1 ANKRD39 CNOT3 SPECC1L RAN UBE2I CHMP4B FARSA ARL8A CISD2 ATIC TBCE CNPY2 IWS1 COPG1 SNRPG ZC3H4 RNF14 POP7 MRPL36 RABEPK KHSRP MCRS1 GNL2 UFD1 SLC25A44 TFG RARS AIFM1 AKT1S1 NAP1L4 PSMD10 ARPC4 TMEM203 DAXX CNOT10 TULP3 HNRNPF MRPL42 COPS6 PSMD1 GTF3C2 SUPV3L1 MTIF2 PREB TMEM41A SET PSMA4 PYM1 SRSF2 LSG1 COQ7 ABCF2 ATXN7L3 YIPF3 GTF3C5 LRRC42 SDHAF2 MANF MOGS TNPO3 RBM10 TOR1AIP2 WDR5 CFL1 LSM1 FBXO42 CDK5RAP1 CLN6 TRIM27 OSTC DOLPP1 MDH2 DNM2 POLE3 OTUB1 EIF6 TXNDC9 ATP6V1F PPIH PRR14 SRRT SRPRB ATXN2L LSM14B DNAJA3 LRRFIP2 CSTF2 HERPUD2 HMOX2 EBNA1BP2 TIPRL YY1 DPM2 EEF2KMT C20orf24 GDI1 CARS CPSF6 ZFAT TOR3A UBAP2L CHCHD1 LEMD2 GZF1 SF1 CYCS NAA20 STRN4 DAGLB HAX1 SAMD1 ENOPH1 FIBP TMEM147 UBL7 SMG7 GABPB1 USP5 ATP13A1 ACBD6 PSMD2 AP3D1 INTS14 RPP38 CLP1 IRAK4 UBE2N NRF1 TARS2 ZC3H15 LSM4 COPS8 SCYL1 YTHDC1 RAB10 PDE6D RCC2 BANF1 CD3EAP EIF2B1 SNRPD1 COPZ1 TIMMDC1 TTL LRRC47 TBRG4 PMPCA SMIM10L1 AP5S1 DDX50 GRPEL2 BPGM MEN1 PPP1R7 FAM32A MEA1 TXNDC17 POLR2G MRPL51 GMPPA PPP1CA STIP1 VPS33A ZFP64 PSMD4 MRPS10 TPRA1 JAGN1 RAF1 IMMP1L NDUFA8 PDCD2L SNRPE TSEN34 SLC30A6 CAPZB CHCHD3 PPP4C RTRAF VBP1 PCGF1 WDR77 UBQLN4 CLPTM1 GNPDA1 ZNF341 CNPPD1 TMEM127 USP4 PPP1R10 RNF7 DBNL GRWD1 TRUB2 ARF6 NACC1 SF3B2 EIF3M PSMB5 SLC39A1 RUVBL1 RNF41 SMARCA4 ORC5 RNF4 DEDD BAG6 ZNF362 SETD3 DTYMK CASP3 COPS7A SPATS2 COA4 UPF1 ATF6B DHX9 PDZD11 LARP4B WDR55 GPN1 COPS2 MBD4 HARBI1 MSL1 C2orf42 MPLKIP CAPZA1 NSDHL CCAR1 PTGES3 ELP6 RTCA UBE2J2 AATF HMGN1 ATG3 EIF4G1 ACTR1A NDUFS2 YWHAB RNF10 DAD1 TJAP1 SMARCB1 WDR1 USF1 ATP6V0B RAD1 ATP6AP1 EIF5A SMARCAL1 ODF2 RAB1B SNIP1 ZNF746 UBAP1 PPHLN1 NAGA EIF1AD HSPA14 SAFB PPP6R1 FBXO22 POFUT2 DCUN1D5 BRIX1 B4GALT3 LRCH3 EMD C6orf136 MIS18A MRPS11 RAB35 TTI2 CCT8 CMC1 SMUG1 POMGNT1 HNRNPDL SUPT5H NOP56 TIMM17B SUMF2 GPKOW ZNF207 URM1 NOL6 TMEM109 NCL TMEM63B CALR SLU7 ING2 CHMP3 SNRPB COPA C1orf131 USP22 ELOC KNOP1 MRPS7 GDE1 HNRNPUL1 FAAP24 LCMT1 QRICH1 PPP2R2D H2AFV YPEL5 PRPF19 EWSR1 HNRNPR HADHA SF3A1 SLC4A1AP RPN2 DENR PSMF1 APTX ADD1 LRRC14 FAM136A WDR82 HCFC1 AHSA1 PHKG2 GRAMD1A NUDT3 AP1S1 CCDC77 NOP58 DPAGT1 ACTR5 RAB28 AMZ2 ZCCHC8 UTP6 WRAP73 NAXE EFTUD2 MYPOP PRKACA DDX24 OST4 AP2A1 METTL1 DHX35 LAMTOR5 EHMT2 RANBP3 HCCS RBM22 KCTD18 MLST8 UBE2M ABCF1 MORN2 FAM45A TUFM GIT1 SLC25A39 TMEM165 HARS2 ZNF330 FIP1L1 DAP TRAF7 PLRG1 CMC2 INO80 PCBP1 PSENEN ZNF622 SLC10A3 UBE2O DNAJC2 CAMKK2 CEP89 MAIP1 SNRPA1 GOT1 PFN1 RRP12 GNPAT POLA2 PDAP1 PCNA THAP4 DLST PRR13 PCNX3 LSM3 TMEM223 ARMC6 PIGO TM2D2 GTF2IRD1 ZNF408 COPB2 MRPL37 UBE2G1 VPS39 SNAP47 FKBPL NSUN5 MORC2 DCTN3 PET117 ARF3 RNF216 ARF5 ZNF526 ZSCAN25 PRICKLE3 RHNO1 ORMDL2 ZBTB14 PPP2R5C GORASP1 ASNSD1 ARF4 PPP1R21 AP1M1 PCNP TOR1B UTP14A CCDC22 TOMM34 WDR46 WDR83OS ZDHHC16 XRCC5 PANK4 FH RBM12 UNG KIF22 DCAF13 ZNF200 NCBP1 UIMC1 TP53RK KDM2B RIOX1 GRPEL1 LYAR BLOC1S5 VARS2 PEX11B AP4M1 ACTG1 NIF3L1 ADCK2 HADHB R3HDM4 UBFD1 RETREG3 GEMIN8 PPM1B SLC35B2 CDK5 SSBP1 GLRX2 ANP32A FBRS DMAC1 PDCD10 SIN3B MRPL19 GTF2H1 DIMT1 PSMA2 RBMX TRNAU1AP TBC1D7 GNAI3 HMGN2 UBE2V2 ISCA1 BCKDK VPS11 HS1BP3 SEM1 MRPL39 DOLK WDR75 TMEM150A SKIV2L ZNF143 MPV17L2 PKNOX1 SYF2 ENY2 SHKBP1 TMED9 RFX5 POLR2K UNC50 OXSM RNPEP GNB2 LAMP1 EIF4H PPIAP22 DDOST HSP90AB1 EIF4A3 RPP14 EIF2B4 YIF1A MKRN2 SRI COLGALT1 PSMC3 GOLGA3 PAF1 MKRN1 CCDC59 SEC63 KANSL2 LAMTOR1 FAM168A GLRX5 YAF2 NEPRO CNBP C6orf203 GPR89A TTC9C IP6K1 ZMYM6 CBWD2 TFE3 TUBB TXNDC11 UBE2D3 PTPA PPIL2 AP2S1 FXN BLOC1S2 PFDN6 DGUOK CEP63 RIC8A CTBP1 SLC25A14 STRIP1 MRPL58 TMCO1 SAR1A CCDC97 RSRC2 GSS NAIF1 SRP19 DNAJC8 SMYD5 SRSF10 RBM15 FARSB MRPL20 DCTN2 GON7 MAZ DEDD2 MCEE SH3GL1 NARS2 GGNBP2 CENPO NPRL3 MAPK1IP1L GLE1 SCFD1 EIF5B CNOT4 YIPF4 TADA3 SURF4 VPS25 SEPT7 SUGP1 PUM1 SELENOS TUBG1 TSG101 LYRM2 SUPT7L TIAL1 KDELR2 BLOC1S4 NUMB ZNRD1 GRB2 NR2C2AP MRPL46 CRYZL1 SHMT2 TSEN15 MUL1 POMP TMEM177 TTF1 ZMYND19 LRR1 EXOC1 SPCS1 TSPAN17 THUMPD3 FKBP3 MBD1 CDK7 MMS19 PPP3CB HELQ MORF4L1 AKIP1 GOLPH3 SNRNP40 ELF2 PPIL1 KDM5C TMEM206 POLD2 RBPJ NOMO1 DPM1 SMG9 IFNAR1 SRSF3 THRAP3 C6orf89 MPV17 C11orf24 SLC15A4 C12orf29 ZER1 UBC SND1 RTFDC1 WDYHV1 LRRC59 TYW1 C21orf59 GTF3C1 RNASEH2A PSMA1 EXOSC8 GPS1 TMED2 METTL13 DNAJC9 ATP5J2 ADPRHL2 WDR48 BRAP SGTA TACO1 HK1 MRPL14 HSD17B10 NCLN BLOC1S6 ACTR10 TRIM28 MGRN1 ALG1 MAP4 GPBP1L1 CERS5 NUP214 SRA1 PDCD7 EDC3 ZC3H7A SEPT2 USP19 TMEM214 PHF21A TOMM40 TRA2B COMMD5 UMPS RIPK1 RNF113A RAB22A SSR2 YWHAH ASTE1 ANAPC4 MTFMT MARK4 CIAO1 PPCS METTL6 TXNDC12 RANBP9 PEX13 C17orf62 PPWD1 ETF1 NFYB SART3 DLGAP4 COMMD4 NARF GMEB2 ARMC10 SH3BP5L EXOSC10 SMIM30 ZDHHC3 IPO9 C8orf76 KCTD10 CHCHD4 ATG4D MED28 TYSND1 GTF2B KBTBD2 NHP2 CBX1 MED19 ATG13 MAPRE1 ZNF764 FBXO8 CDK4 RBM23 SLC35A4 HERC4 ARMC8 TAF12 RCC1L IER3IP1 RBM48 ABL1 CALM3 METTL5 BCAS3 CYP20A1 YIPF2 MTA2 SLC25A11 KAT5 TMEM57 ARHGAP17 NSF RNF25 GTF2F2 VPS52 MAST2 DBR1 BPNT1 ERGIC2 SMG5 TFB2M ZNF2 AAMP FUS DMAC2 SNAPIN PDIA3 XPO5 DCTPP1 PAIP1 CCDC174 PRPF4 TINF2 SP2 PARP1 NUDT15 PTTG1IP SMU1 CELF1 NUP88 LYPLA2 LARP7 COX7A2L CUTA PRIM2 FBXO45 NUB1 VRK3 MED25 MRS2 R3HDM1 ZDHHC6 ARV1 BCL7B RAB3GAP1 NDUFA12 CLPX OAZ2 NMT1 DDX31 MTERF1 PPP2CA KLHL12 TRMT5 MRPS9 GLB1 MED10 NDUFB11 SYMPK TMEM39B SRP9 ZNF407 CCT2 SP1 CPSF2 FAM204A HSPA5 DDX27 ARHGDIA BOLA3 WDR33 SARS CYFIP1 HSPA9 SLC9A8 YY1AP1 DPH3 CWC22 ASB6 FAF2 GOLGA2 CYB5R1 KAT14 SRSF7 TRIM11 RBM33 UBAC2 MOB4 NDUFB6 TAF8 MEMO1 HNRNPA3 C10orf76 RAP1A RUVBL2 NUP35 UTP3 MRPL53 ATG7 FUNDC1 PRKRA TADA1 KCTD13 HNRNPH3 TMEM219 FDPS TRIM26 ARL6IP1 EIF4ENIF1 TGFBRAP1 HTRA2 CDC42SE1 C9orf78 HUS1 SETD1A SCAMP2 WDR20 SZRD1 C1orf216 SMNDC1 SUFU RAB7A TXN RHOA CDK13 CALM2 IAH1 GBA SMARCD1 SNX17 ZCCHC9 EPC1 SPATA33 WSB2 SNRPF CSNK1D GMEB1 NEU1 C12orf43 CHPF2 ISCU BAG5 ZBTB8OS TMEM11 SCMH1 DENND1A DUSP11 KLHDC10 PHF23 TRIM65 RPAP3 KDM1A ZNF791 VARS NSUN2 PCBP2 AMMECR1L STAMBP SHISA5 CIZ1 PI4K2A CHRAC1 YIF1B HPRT1 TXNDC15 DIS3L2 TMEM201 CCAR2 MYD88 ICMT ZNF638 RFC5 SEC61B C2orf49 ARPC5 UTP18 HDAC6 NSD2 BCL2L1 LRWD1 SLC39A3 WAC AXIN1 OAZ1 PDIA4 VTI1B RNF5 EPS15 INTS8 MLLT1 VPS45 NCBP3 RAD23B DUSP12 PFDN1 DDX49 CAPZA2 ABCB7 IRF2 MED26 BUB3 SNX12 SF3B1 USP48 NDUFB4 ZFYVE1 RABGAP1 USP7 PYCR2 CRK ARIH2 TCTN3 MAP2K5 HDAC3 ORC4 ARPC2 FAM53C INTS7 NOA1 XXYLT1 MTMR14 SEC61G PAFAH1B1 ERCC8 XPO1 FBXO18 H3F3A GSPT1 CETN2 MKNK1 RCN2 TAF6 FKBP15 MORF4L2 CLPP ZNF3 ZDHHC24 DGCR8 CCDC51 FAM222B PTMA TBCB CRTC3 VPS29 NELFB TBL3 FAM76A CCNQ COX15 USP15 CENPL CTCF THAP8 MAGOH COPS4 PIP4K2C TOX4 MRPS5 VPS33B PDCL ZKSCAN5 RFC4 COX16 PTS RBX1 UBE2E1 SDHC ZNF48 GGPS1 CIR1 POLR3K