Genes are ranked by gene selection score ILDR1 CCSER1 ESRRG FAM120A RAD23B SAR1A LSM14A RNF34 SEC22B DCTN4 TERF1 INIP PPP6C CCDC43 CSDE1 CCDC97 EPS15 FUBP3 YME1L1 PPP2R5C ERP44 GOLGA5 SERBP1 PPHLN1 VPS35 SLU7 TMEM214 YARS2 DNAJA2 CTNNBL1 PAPOLA RAB1A GOLPH3 CALCOCO2 MORC4 ELK1 UVRAG ARPP19 RAB2A TBC1D22A ABI1 NKAP DUS2 PPP6R3 CSNK2A1 RRP8 RSPRY1 SCFD1 SLAIN2 EIF2B3 H2AFV EIF3B PRCC ZNF263 TPD52L2 EXOC1 FBXO18 UPRT NUDCD2 OTUD5 KIFAP3 PPP3CB TULP3 RTRAF UTP14A SRP72 SRBD1 NUFIP1 PHAX VPS4A FARSB POLR3F RANBP9 DENR PPP2R2A CNOT4 YIPF6 LLPH TEX10 FAM114A2 UBE2D3 NCBP2 UGP2 SND1 CSTF2 ESD TMEM167B UBXN2A RPP30 ABI2 CUL2 DVL2 MED20 PPP4R3A MOSPD1 NUS1 KDM4C UBE2K ZNF394 ARCN1 VTA1 EXOSC3 STAU2 DHX40 HBS1L SMAD4 HELQ RBM22 TIAL1 WAC SYAP1 YIPF4 NKAPD1 DYNC1LI1 STRAP EXOSC2 CNIH4 ZNF639 FAM98B SEC62 FAM220A VPS26A AP3M1 SEC63 C11orf58 API5 TFG ASNSD1 OCIAD1 SLC35C2 CNOT7 COPS8 MSTO1 PWP1 TXNDC15 RSRC1 PDS5A THOC5 COPS3 GTPBP10 DR1 EIF4E TARS EDEM2 ZFAND4 GPBP1 PAIP1 GNAI3 PPP2R5E SSR1 CCNI CDK9 UBQLN1 MBD2 VPS16 GNA12 ANGEL2 SRP54 VAMP7 USP33 THUMPD1 PRPF18 GOSR1 ZNF17 SIKE1 IPO8 MOB1A RAB22A KCTD18 AIMP1 NEPRO GGPS1 SMARCE1 CNBP DERL2 MTPAP PSMC3 PSMD10 RAD21 GRWD1 LAMTOR3 SSB RBM19 YKT6 ZC3H15 TAF9B PSMD13 TRAPPC11 ATF2 TXNL1 DNAJC21 SUMO1 DNTTIP2 KLHL7 URI1 CWF19L2 TRAPPC6B AKT1S1 CMAS KCMF1 ZNF207 LINC01184 ENY2 TMA16 PPP2R5D WDR70 MED10 MORF4L2 RPIA RRP36 MRGBP TOP3A BUB3 MNAT1 CSTF3 CDC5L RAB28 UBXN4 GMPS EIF2S1 ASCC2 LRRC41 RABEP1 CRK RALA OLA1 FBXO3 USP38 ISY1 RABL3 AGGF1 SRSF1 KPNA1 SPOP SMAP1 ZNF765 CLNS1A SUB1 RAP1GDS1 PLAA TBC1D25 USP14 GPKOW NBDY SMIM10L1 UBE2J2 EIF4G2 BRAP RNF11 SLC25A14 ARL8B MTMR2 GYS1 EIF2S2 TAX1BP1 EIF2B4 CD2BP2 KRR1 VBP1 MCFD2 HMGB1 CEBPZ VPS36 CRNKL1 MPHOSPH10 UTP23 C6orf62 SERINC1 CBWD2 CDC123 NOP56 USP47 THAP12 ORC5 PPIG SMAD2 SRPK2 RAB4A USP5 PHF14 UBE3A SMG9 MOV10 METTL5 RAB5A NABP2 MAGT1 ZW10 NORAD VPS50 FAM204A RANBP1 FXR1 ARIH1 WDR26 RDH14 BTBD1 CCT6A SYMPK TRAPPC8 ATP6AP2 JKAMP RABEPK MRPL30 SEH1L UBE2F KHDRBS1 TAF3 BCL2L1 NUP188 SIGMAR1 MED6 ORC4 MAGED1 RNF170 FNTA ZNF584 STXBP3 TLK1 RFWD2 PRPS1 FAM149B1 RBPJ ABRAXAS2 DUSP11 NDFIP1 TTC37 WWP1 NEIL2 KIAA1143 RAB10 PLEKHA3 PEX13 SNX24 RBM17 PPP2CA PTPN18 RPN2 GINM1 KPNA4 SH3BGRL MRPL51 PDCD2 CNPY2 HMGXB3 FBXL3 SNX14 SUPT7L RPE HSP90AB1 NUP107 COIL RHOT1 CDK13 STX16 ZNF271P GTPBP8 CHRAC1 PTPA ERCC5 MAP2K4 CNOT2 PPP3CC CAPN7 RAB6A NAE1 AK6 UBE2G1 NOL11 ARL14EP VMA21 TIMM17A R3HDM1 UCHL5 ARMC1 UBA1 C4orf3 PCMT1 DLG1 PARP1 TM2D3 DDX19A PAFAH1B1 NCKAP1 RHBDD1 ZNF146 CUL4B RAB14 TAB2 DHX29 MRPS30 RAB3GAP1 BLZF1 VPS4B POLR3C PSMD4 USP16 RPS6KC1 TBL2 DCAF6 PSMF1 ERCC1 ATAD1 ZCCHC4 RAP1A RALB DKC1 METTL14 LSM8 MRTO4 PAIP2 TPM3 DARS MCPH1 CREBL2 RAB3GAP2 C18orf25 FIBP GOLGA7 CWC27 UBXN2B USP6NL EBAG9 OCRL SNAP23 VPS29 TMEM170A TMED10 GLRX3 CDC16 DPM1 DHX37 TMEM248 ERBIN PRKRA UBQLN2 OPA1 DAZAP1 TSNAX HMGN1 PTRH2 DHX36 LARP7 DNTTIP1 ORC3 NAT9 RBM10 DIS3 CAND1 RSL1D1 TOR1AIP1 ZNF674 PSMA4 SET IARS KIN RPAP3 CIR1 RAB18 POP7 SEC31A CDC23 PPID ATG5 RPF1 TCF12 MINDY3 SPCS2 RAC1 ALG13 PHF10 EID1 MFSD11 TFAM MFSD1 DCAF10 SEC23IP KDELR2 MAT2B MMADHC NUP37 SYF2 ZNF330 RBCK1 TLK2 PRKAR1A PELP1 TAF11 UBTD2 NSUN3 PSMD12 DHX32 POMP ELP2 ADIPOR2 YWHAG TTC1 ZFP91 C18orf21 VAPA FBXO8 RBBP4 IRF2 CASK ARMC10 ENOPH1 FRS2 WRAP53 KMT5B LAS1L WDR89 CPNE3 NAA20 UBE2E3 ST3GAL3 TAF12 PSMD3 GEMIN7 USP8 FAM104A TARDBP UBE2A RCHY1 PHF21A PCGF3 KCTD5 ATG16L1 WASHC3 NSF RWDD2B PSMC6 TWISTNB GATAD1 UEVLD YY1 MTMR6 RAD17 DNAL1 DLGAP4 STX6 FAM206A HSPA14 POT1 PAFAH1B2 XPOT BZW1 PIH1D1 RNF187 ARMCX3 SNRPB2 FARS2 SF3B4 LAMP2 MAP3K7 TM9SF3 ADPGK FAF2 COMMD1 PTBP1 ZNF706 NANS LARS RRP1B EMC2 SNAPC3 RAB11A DUSP12 THYN1 PDCD5 NAA30 RAN SAE1 ITCH SHC1 CGGBP1 KMT5A AQR CEP63 WDR75 PICALM DHDDS SENP6 GPN3 PARP2 SZRD1 NRBP1 ARHGAP12 ZNF143 TMOD3 IKZF5 PPP1R2 POLE3 BRMS1L TOP1 DENND4B COG3 PTPN11 PRKACB KXD1 NSL1 SUZ12 TNPO1 ZMYND11 CKAP5 KCTD2 LEMD2 ZNF18 ASTE1 SNRPC GTF2E2 C2CD5 RIOK2 CCDC90B ODF2 SECISBP2L POLL PSMA3 SEC61G USF1 ZZZ3 EIF2B1 RFC5 G6PD FTSJ1 RAD1 C1orf52 NONO GGCX NMD3 PSMA1 HAT1 NIFK TM9SF2 IMPDH2 FEM1B UBE2I PLEKHM1 HPF1 TMEM57 STK3 MRPL20 ZFAND6 STAG2 VPS33A DEDD HDAC2 TIMM8A GOLPH3L ZNF720 ACP1 ATF1 DDX18 RBM18 C1orf27 PARP11 YWHAQ PLD3 PLRG1 SLC38A7 PA2G4 HAUS2 CTDNEP1 CPOX ORC2 MRPS18C PIAS2 LYRM4 ALKBH8 STAM2 C16orf72 SPRTN RNF113A IPO7 CARS SNIP1 MCMBP VPS54 RNF13 POP1 SCNM1 ZNF451 AKAP10 LSM6 ADPRHL2 PRPF40A ATF7 ADO PHKA2 DNAJB11 PPM1A PSMG2 TMEM167A SSBP1 EIF3J MAPK9 MED17 EIF1AD MYNN RRAGC TCEAL8 TTC3 GGNBP2 SPRYD7 UTP11 ZPR1 DAGLB ZNF761 RIC8A ZNF638 CSTF1 UBE2Q1 TTC17 ZNF548 FAM32A POLR2D TXNDC12 SMNDC1 STX5 STARD3 POLR1D WAPL RTFDC1 VPS26B PDCD7 BOD1 YARS LYPLA2 GRK6 ALG8 BCAS2 LEMD3 NKRF MRPL17 UTP6 PRPF4 PIGT RPL7 TBC1D10B C5orf22 SDCCAG3 E2F6 G3BP1 FTO VPS37A RBMX RPS6KB1 PCIF1 UBE2Z EXOSC9 UTP18 ADSL NSFL1C NRDC WDR33 COMMD2 PES1 CDC42 SRSF10 NUDC PRICKLE3 NEDD8 MGME1 TMEM50A SENP5 NUP62 NT5DC1 UBE2N NAT10 CINP GIT1 EFTUD2 KHSRP ZNF260 KPNB1 FAM189B STK4 KRBOX4 TIPRL WDR4 ANAPC10 DYRK4 KIF5B COPS2 C10orf88 URM1 ERGIC2 DGUOK HIPK3 SLC35E3 MARCH5 STX4 KDM2A RAB35 ZCCHC7 MTERF3 UFM1 ZNF197 NUDCD3 AKT1 SNAP29 NUCKS1 SRSF8 WDR7 SUV39H1 CNOT9 CERS5 RPS13 PMPCA ZNHIT3 SAP30BP CUL1 RNF130 SNRNP27 LNX2 DPF2 ZNF200 DBNL AKIP1 TBC1D20 MAPK1 ICE2 SMARCAL1 DPP9 TRMT1 NKIRAS2 GTPBP3 ACBD6 GSK3B RFC2 SUMO2 INTS8 MESD TTC9C RELA ANKRD13C RAB8A SP100 ARFIP1 TMEM14C PRPF6 COPB1 SAAL1 PAPOLG ERCC8 HERPUD2 LSM12 STARD7-AS1 PML NOL10 SCP2 NUDT15 CWC15 MSANTD4 HNRNPD FAM208A INPP5F CCSER2 CIAPIN1 GRIPAP1 RNF135 MAN1B1 TRPC4AP CYP2R1 FKBP15 UBE2D2 STX7 MOB3A RINT1 PPP3R1 THAP1 HNRNPK TOR1B NSRP1 SRP68 IMPACT ZNF652 ARF1 RNF38 RBM4B THOC7 ZNF182 CPSF3 IL10RB RNPEP SH3GLB1 SELENOS PABPC1 XIAP POP4 ARPC5 SNRPD1 TTC31 MRM2 NACC1 MED8 RMND5A ERLEC1 ACTR10 HNRNPUL1 ZNF641 DAXX CXorf38 CHMP3 C3orf38 SNX17 SMIM7 SNRPF UXT CUL7 PRPF19 FPGS BTBD10 ABT1 NECAP2 BET1L PAPD4 STX12 CNTROB TYW3 QSOX2 TANK HMGN3 USP10 TPRKB RIPK1 WDR5 CBLL1 ZDHHC18 SPPL2A CBX3 PTGES3 GABPB1 SLC4A1AP MRPL9 DSN1 HNRNPUL2 HNRNPU INTS4 ZNF480 NOP2 MAP1LC3B FAM98A KEAP1 UBLCP1 ARMCX6 SIRT2 PSMB2 HAUS8 RNPS1 BUD13 UBE2R2 PIP4K2B C1orf131 METTL25 NUP50 ZNF764 RNF14 SMYD4 SMARCD2 SPPL3 JMJD4 ZC3H7A ZNF655 DHX33 NRF1 PARP16 PRMT2 BTF3L4 EIF3M ATG12 MAX MCTS1 BFAR CAMKK2 G3BP2 ZNF24 TTI1 ARFGAP1 ACTR5 COPZ1 AXIN1 DCP1B CSNK2A2 TTC27 ZSCAN30 N4BP1 CKLF ARMC8 SP1 AMZ2 PPP1CC CAP1 HPS4 RNF149 NAGPA PUM2 FGFR1OP2 IFNAR1 CNEP1R1 DCUN1D5 CRKL C12orf43 RNF6 RUFY1 SYPL1 SERPINB6 CTU2 CDK7 SKIV2L2 HIKESHI ZNF226 EMC4 COPS5 DCLRE1A UFD1 CHIC2 SART3 TRIAP1 SYNCRIP AAR2 RETREG3 AEBP2 BID LSM14B MOGS PARL PSEN1 NCOA5 RMDN1 MTRF1L CWC22 DDX19B FBXO42 DDX55 PLA2G12A BLOC1S3 TCF25 PCMTD2 ILF3 AGTPBP1 AZIN1 HNRNPL VRK1 USP15 TRIM27 HDAC3 PNRC2 ZNF317 STT3B GNL2 EIF3D GTPBP2 NSUN2 ALKBH5 NACA RNF103 C1GALT1C1 TMUB2 EMG1 PTPN2 ZBTB14 AATF MORC2 MORF4L1 SETDB1 CAST MED26 SCAF8 SH3GL1 INTS9 PSMB7 WIPI2 C5orf51 GTF2F2 SAMD4B TAF2 REXO4 ARPC2 PIGC IFNGR2 ANKLE2 PPP1R8 C8orf76 ZNF140 BLOC1S4 SMARCD1 SHOC2 AKIRIN2 CUTC GAR1 RUVBL2 DNAJC9 XPO1 ZCCHC8 RAD23A PITPNB BIRC2 KARS DDX23 ZBTB8OS ZMPSTE24 CWF19L1 XPO5 STAM ZXDB MYBBP1A CLIC1 FBXO38 GATAD2A ZNF576 TRIM33 ELP4 GUSB COMMD3 PABPC4 UBA5 DNAJC3 SF3A3 NUP54 ERCC3 ADIPOR1 ELAVL1 SMARCA5 CEP57 MAGOHB POFUT1 UBA2 WDCP RAB12 GNPAT DUSP22 GARS ANXA5 DESI2 SNAPIN CNOT8 IK SUPT5H RCC2 ZNF3 L3MBTL2 ATP6V1C1 P4HB DCTN2 HNRNPA1 RBM48 EDC3 BLMH MSL3 TBK1 ANKRD39 ATE1 GDI2 ZNF791 STAMBP ZC3H10 XYLT2 C17orf62 CCT7 COL4A3BP LEO1 ARPIN NARF NRBF2 ARL1 TMEM59 LRRC37BP1 CCT8 COX11 IMPAD1 SCARB2 WDR46 PSMD11 PCGF1 THAP11 B4GALT3 TUBB WDR25 SLC30A6 TMCO1 XPNPEP1 MTA3 SSRP1 GNB1 NHLRC2 HTRA2 DDX20 PSMB1 CCM2 MOCS3 PCM1 VCP IMP4 ZUFSP KIF22 RBM8A PPP2R5B STX10 APPBP2 FAM45A VAMP4 PDAP1 NUP35 ST3GAL2 SLC35A5 SEC24B PRIM2 NUB1 CEP89 FANCL VPS72 USP12 STYX ZNF747 RFC4 GRSF1 SNX1 CFAP20 EXOSC10 E2F4 PLOD3 COMMD5 ARPC1A OSTF1 ZSCAN25 MARK4 LASP1 WDR47 ZNF275 LYAR DNAJC2 RBM4 RAPGEF6 SEC11A EFCAB14 PELO AP4M1 BCKDK TRA2B TBL3 RBM15 C1orf123 TOMM20 MTA2 TPP2 COLGALT1 CPSF6 MGAT1 TRAPPC9 ZNF282 UBR2 CNOT3 MARCH6 ALKBH3 TMEM230 PPCS TNFRSF1A WBP1L BCLAF1 RPL23A CASP2 RUSC1 OSTC METTL15 CAPZA1 NSMCE2 HSPB11 MED30 VPS11 COPS7A DDX59 TAB1 DDX1 XRCC1 RNASEH2B PNPLA8 LUC7L2 PTK2 MED29 INTS13 CENPB AP2A1 ALKBH2 GTF3C2 KDSR EIF5A ZNF526 GDI1 CTBP1-AS2 FOXJ3 SRSF4 C12orf45 RPF2 ZNF195 SNRPA MIA3 ITSN2 UIMC1 SHISA5 VAMP3 RPP38 GTF2H1 ACTR3 CHFR LIMS1 SENP3 SUPT20H TDG USF2 RBMX2 ZMYM4 VAT1 NEK9 NT5C3A INTS14 RNF115 EED RAD51D SMPD4 ZNF74 KIAA0586 HARS RNGTT NUP85 NSMAF DTX2 RABIF ZNF506 STIM1 SHARPIN CDK2 CALM3 KNOP1 ZNF438 MPV17 SRPRA RNF4 ZNF131 MBNL2 BRD9 EXOC4 IPO9 CIZ1 PDIA3 GALNS DDB2 NUDCD1 ZDHHC5 RPS6KB2 NR2C2AP GNL3 SERPINB1 IAH1 PAK1IP1 LIN7C SF3B2 SERINC3 RTCA PAPD7 YTHDF1 MFSD14A TERF2 POLA2 GRB2 EPC1 RNF220 CCDC59 GAPVD1 GOSR2 TATDN2 XRCC6 DPY30 WDR41 PCMTD1 NDE1 PRKCSH FBXO45 PSMD7 MTF2 FKBP1A HEATR3 SCLT1 WTAP FOPNL NMI DCAF15 APPL1 SEPT7 SNRPE CRLF3 ARHGAP17 WDR74 GEMIN6 DNASE1L1 NTAN1 SCYL1 ALG6 TAF5L PPP6R1 TMEM127 ZNF622 LGALS8 C19orf12 DDOST DNAJC24 EIF1 RBM45 ORAI3 IMMP1L PIAS4 RPA1 SSR2 PLEKHM2 RTL8B ACVR2A CLCC1 IST1 SIAH1 IDS TMEM69 CRIPT RAB5B CASP8 PARN NDEL1 HAUS1 RPL37 SLC39A1 POLR3GL ZNF766 CSK C7orf26 YWHAH PSMD8 TNPO2 ACD TMEM126B WASL THADA AGA OPTN SEC22A BRIX1 UBAP2L MBNL1 ZNF691 TCF3 AP3S1 PTPRA ZC3HC1 SLC9A6 GOPC RALY RBM26 ISG20L2 TFE3 NELFE GPATCH1 DNPEP VEZT LCORL MEAF6 APH1A PLD2 COA4 UBE2J1 MRPL11 KIF1BP SLC35C1 SPIN1 UBAC2 CCNK HNRNPR RNF219 CIAO1 PCYT1A ERGIC1 TMCC1 MAML1 SNRPA1 RPUSD4 MRE11 NUP43 PARP12 CTBP1 JADE3 C10orf76 OGFR FOXJ2 PUS3 ZNF746 ZC3H18 PRKAG1 ADD1 SMYD2 GCFC2 MED15 ELF2 DDX56 RPL30