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Fan Z, Li J, Liu T, Zhang Z, Qin W, Qian X. A new tandem enrichment strategy for the simultaneous profiling of O-GlcNAcylation and phosphorylation in RNA-binding proteome. The Analyst 2021 146(4) 33465208
Abstract:
RNA-protein interactions play important roles in almost every step of the lifetime of RNAs, such as RNA splicing, transporting, localization, translation and degradation. Post-translational modifications, such as O-GlcNAcylation and phosphorylation, and their "cross-talk" (OPCT) are essential to the activity and function regulation of RNA-binding proteins (RBPs). However, due to the extremely low abundance of O-GlcNAcylation and the lack of RBP-targeted enrichment strategies, large-scale simultaneous profiling of O-GlcNAcylation and phosphorylation on RBPs is still a challenging task. In the present study, we developed a tandem enrichment strategy combining metabolic labeling-based RNA tagging for selective purification of RBPs and HILIC-based enrichment for simultaneous O-GlcNAcylation and phosphorylation profiling. Benefiting from the sequence-independent RNA tagging by ethynyluridine (EU) labeling, 1115 RBPs binding to different types of RNAs were successfully enriched and identified by quantitative mass spectrometry (MS) analysis. Further HILIC enrichment on the tryptic-digested RBPs and MS analysis led to the first large-scale identification of O-GlcNAcylation and phosphorylation in the RNA-binding proteome, with 461 O-GlcNAc peptides corresponding to 300 RBPs and 671 phosphopeptides corresponding to 389 RBPs. Interestingly, ∼25% RBPs modified by two PTMs were found to be related to multiple metabolism pathways. This strategy has the advantage of high compatibility with MS and provides peptide-level evidence for the identification of O-GlcNAcylated RBPs. We expect it will support simultaneous mapping of O-GlcNAcylation and phosphorylation on RBPs and facilitate further elucidation of the crucial roles of OPCT in the function regulation of RBPs.
O-GlcNAc proteins:
NACAM, SAP18, PLOD2, NOP56, DDX3X, PLXB2, RRP8, SERA, PSMD3, MCA3, PRPF3, TPD54, TIM44, ACTN4, ACSL4, PLOD3, IF2P, ZC11A, SC22B, PR40A, MPPB, CSDE1, U520, NU155, EIF3G, SPF27, RL1D1, CLPX, RTN3, LC7L3, VAPB, SMC2, AP2A1, WIZ, BAG2, TOM40, ACL6A, EGFR, LMNA, TFR1, FRIH, RPN1, RPN2, ITB1, SYEP, HNRPC, SRPRA, VIME, GNAI3, ANXA5, LAMP1, ACADM, TOP1, TOP2A, PABP1, ADT3, TPR, EF2, PDIA4, FPPS, ENPL, ALDR, NDKA, RS2, UBF1, ARF4, NUCL, RAB6A, PSB1, FLNA, SDHB, UBA1, NDKB, ITA6, SFPQ, IF4B, AT2B4, THIL, RS12, PSA4, SYVC, 1433T, MAP4, PSA5, PSB4, NDUS1, ECHM, KCY, AMRP, SDHA, METK2, CPSM, PUR9, HNRH1, 1433S, STIP1, P5CR1, MCM4, HSP74, CTNA1, MYH9, DEK, RL4, SPB5, NUP62, RBMX, TCPZ, ECE1, PRS6B, KI67, RAGP1, ATRX, SYQ, LMAN1, NASP, FAS, AL7A1, SYSC, MCM2, ACADV, NU153, RBP2, DNLI3, MRE11, CPT1A, F10A1, TCPD, RAB7A, IDH3G, HCFC1, DHB4, HDGF, ROA3, 6PGD, NUP98, ACLY, TCP4, SYYC, UBP14, SNAA, IF5, TERA, DSRAD, TPD52, EIF3B, NU107, EPIPL, SC61B, SRP54, B2MG, SMD2, RL23A, YBOX1, NOP14, IF4G2, GTF2I, NUCB2, RT22, HMGN5, RBM10, TFAM, CLH1, SPTB2, SET, CAP1, EXOSX, EWS, ODO1, RL18A, NUCB1, M2OM, LMNB2, SRS11, CALD1, RL18, C1QBP, CKAP4, KHDR1, DHX9, GOGA2, SSRP1, AHNK, AIMP1, ILF3, SRSF5, SRSF6, TIF1B, TCOF, PICAL, SNW1, TRI29, EIF3A, MLEC, CAPR1, SMC1A, RRP1B, GANAB, NUMA1, U5S1, RRS1, ACOX1, PLEC, RNPS1, PUM3, RB11B, SEPT7, DDB1, CDC37, SRSF7, PCKGM, HNRL2, INF2, PDS5A, PREP, RRP12, TOIP1, HP1B3, RBM26, BRE1A, CDKAL, PRP8, ZC3HE, QSOX2, IKIP, TM10C, EIF3M, PABP2, KTN1, CAND1, THOC6, P66A, MISP, CCAR1, PELP1, NDUF2, RM50, PAF1, TXND5, TOIP2, THOC2, TM263, NU133, PDC6I, SCFD1, LMO7, ELYS, RT27, HS105, NU205, RAD50, SMRC1, TNPO1, FUBP1, P5CR2, PTCD3, DDX27, EFGM, IWS1, NIBA2, YMEL1, PSMD1, EIF3C, ROAA, CMS1, MBB1A, GNL3, PDIP3, PININ, ACAD9, SFXN1, CYBP, RM47, RTN4, DDX21, AAAS, CARF, AATF, BCLF1, MYOF, SYLC, NXF1, SEC63, LIMA1, SEPT9, KAD3, RCOR1, ACINU, TMCO1, PPIE, PA2G4, RUVB2, TR150, RT23, CHTOP, TLN1, HYOU1, SAM50, SP16H, UTP18, SRPRB
Species: Homo sapiens
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Qin K, Zhu Y, Qin W, Gao J, Shao X, Wang YL, Zhou W, Wang C, Chen X. Quantitative Profiling of Protein O-GlcNAcylation Sites by an Isotope-Tagged Cleavable Linker. ACS chemical biology 2018 13(8) 30059200
Abstract:
Large-scale quantification of protein O-linked β- N-acetylglucosamine (O-GlcNAc) modification in a site-specific manner remains a key challenge in studying O-GlcNAc biology. Herein, we developed an isotope-tagged cleavable linker (isoTCL) strategy, which enabled isotopic labeling of O-GlcNAc through bioorthogonal conjugation of affinity tags. We demonstrated the application of the isoTCL in mapping and quantification of O-GlcNAcylation sites in HeLa cells. Furthermore, we investigated the O-GlcNAcylation sensitivity to the sugar donor by quantifying the levels of modification under different concentrations of the O-GlcNAc labeling probe in a site-specific manner. In addition, we applied isoTCL to compare the O-GlcNAcylation stoichiometry levels of more than 100 modification sites between placenta samples from male and female mice and confirmed site-specifically that female placenta has a higher O-GlcNAcylation than its male counterpart. The isoTCL platform provides a powerful tool for quantitative profiling of O-GlcNAc modification.
O-GlcNAc proteins:
A0A0A6YVU8, A0A1B0GSG7, RBM47, ZN335, A2A8N0, TITIN, SBNO1, CNOT1, PHRF1, ZN462, TAGAP, D3YUK0, E9PUR0, E9PVW1, E9PWI7, PARP4, E9PZS2, E9Q2C0, E9Q3G8, E9Q616, BD1L1, E9Q732, ARHG5, E9Q7N9, E9Q842, E9Q9B4, E9Q9Q2, E9QA22, E9QAE1, F6Y6L6, F8VQ29, F8VQM5, J9JI28, PDLI1, SPT5H, TAF4, ARI1A, ABLM1, KMT2D, MYPT1, ZN609, SET1A, SYNEM, PUR4, TNC18, KDM6A, DPOD2, M3K7, TPD54, SYNJ1, ZN207, SRPK2, ACK1, SYUA, MYPT2, KIF1B, HBP1, OGA, VINEX, PLIN3, MAFK, BRD4, PDLI1, KDM6A, SRPK1, N4BP1, ANR17, NCOR1, CREG1, CRTAP, MYO1A, MTR1L, CREG1, TOX4, SUN1, M3K6, PSMG1, SC24B, CNOT4, ABL1, ABL1, EGFR, LAMC1, LMNA, GLCM, GCR, HSPB1, PPBT, RLA2, ITB1, K1C18, K2C8, SAP, CATL1, LAMB1, ENPL, BGLR, NFIC, VIME, SNRPA, ROA1, ATX1L, TGAP1, GLI2, HLAC, CATB, TAU, BIP, FINC, K2C8, TPR, MSH3, ENPL, PO2F1, ATF2, GNS, ZEP1, RS2, MUC1, JUNB, ATF7, CATD, SON, SERPH, NELFE, BIP, ROA2, CBL, IF4B, APC, ARNT, MAP4, TEAD1, RXRA, RXRB, RXRG, CLIP1, AIMP1, HXA11, ELF1, NU214, MP2K2, VATA, CUX1, PBX2, MLH1, STAT3, SSRB, KI67, STT3A, RFX5, LMNA, DPOD2, PAXI, CDK8, YLPM1, NU153, RBP2, TAF6, EMD, PPT1, FXR1, ICAL, HCFC1, AGFG1, NUP98, ATX1, ATN1, PTN5, AF17, DSRAD, AMRP, ACYP2, NU107, ACOT8, S26A1, TB182, YTHD1, ASXL1, PI5PA, RIN3, MRTFB, RL37, KCNA2, RALA, STIM1, PITX1, IF4G2, SRPK2, RENBP, COG7, WNK1, SERF2, RPTN, SPSY, DAB2, RBM10, HNRPU, SPTB2, FOXK2, EWS, MEF2A, SP2, CO7A1, S30BP, NUCB1, ENL, IF4G1, K1C17, TLE3, TLE4, TOP1, SUH, CBG, ACK1, DEMA, AHNK, FOXO1, TROAP, BPTF, NFIA, ROA0, G3BP1, PABP4, ATM, PICAL, MAMD1, RIPK1, STIM1, MTMR1, CUL4B, ASPP2, KLF5, NFYC, CDK13, VEZF1, DSG2, TRI29, UBP2L, SRC8, PUM1, EPN4, RRP1B, NCOA6, DIP2A, MEF2D, NUMA1, R3HD1, KIF14, EBP, RCN1, KS6A1, RBMS2, TAF1C, NCOA2, SF01, JHD2C, MARE1, ELF2, TAB1, ZFHX3, ZYX, ADRM1, CCDC6, TAF9, STX1A, RFX7, QSER1, QRIC1, PRC2C, PBIP1, GSE1, TNR6A, CEAM5, Q3UKP4, COBL1, ARH40, SC31A, PEG3, SRBS2, Q3UU43, Q3UUE0, F91A1, ARBK2, Q497W2, Q4KL65, PHAR4, EPC2, CRTC2, BCORL, K2026, TGO1, PRC2B, TOIP1, SPG17, SHRM1, ZN362, LRIF1, RHG21, UBAP2, RBM26, RPRD2, ZN318, NCOR1, LAMA5, HCFC1, P3C2A, SAP, AP180, MAFK, SPTB2, SH3G1, ZYX, TSH3, INADL, WAPL, KAZRN, SBNO1, ARID2, DYH17, SAM9L, CDK13, LAR4B, BICRL, RHG21, HELZ, TTLL5, PANX2, PKHG2, NIPBL, LIN54, F135A, RPRD2, IF4G1, SPIC, SCYL2, NFRKB, INT1, ZN182, UGGG1, MDEAS, ZC3HE, RICTR, FIP1, CRTC3, SAS6, MCAF1, BCOR, GGYF2, NU188, CO039, UBN2, HAKAI, ASXL2, SPT6H, DDX46, KDM3B, PICAL, PRC2B, OOG2, ZIC5, NRK, POGZ, MAVS, CLAP1, EMSY, I2BP2, SRGP1, SH3R1, HUWE1, YTHD3, NU214, UBP2L, TMC5B, ZN598, TOPRS, SHAN2, Q80ZX0, ZNF18, Q810G1, BCL9L, LUZP1, PRSR1, DDX42, PALB2, P66A, GNS, LPP, TB10B, TGO1, Q8BIB6, ZN771, ZNT6, AAPK2, CNOT4, SP110, IFFO1, YTHD3, NCBP3, DEFI6, RBM14, CNOT2, CABS1, Q8C6L9, TCAL5, TAB1, SCYL2, ASPP2, PHC3, EPN2, PDLI5, I2BP1, RN135, AHNK2, NAV2, MISP, MGAP, ANKH1, PHAR4, XRN1, PELP1, Q8JZK6, Q8K0U8, AGFG1, TXD11, IL23R, ARHG6, SPART, SPICE, NUP93, CLASR, ZN786, SYNPO, FNBP4, ARFG1, ENAH, TNR6A, PHC3, SP20H, NAV1, VP37A, KMT2C, BD1L1, NUP35, STXB6, KNL1, TCAL3, MTSS1, SPART, NUP35, PUM2, STT3B, ALMS1, GEMI5, WIPF2, MAVS, UTP6, PI3R4, AMOT, P66B, STAG1, PCNP, LMO7, ATX2L, CSKI2, P66B, BBX, TITIN, HNMT, UBAP2, DCP1A, NRIF1, SMG7, RTF1, MAML1, ZN592, LAR4B, TAF4B, SHIP1, DDX17, RENT1, GPKOW, FUBP2, LPP, TTC28, PF21A, INT12, RCN3, CERS2, PDLI5, FUBP3, MY15B, ANCHR, CLP1L, Z512B, ZFR, EP400, NOL4L, RBM14, CIC, MED15, PIGS, DCR1C, SIN3A, MINT, EYA3, TEAD3, ATX2, RFC4, DHX58, ANX13, GORS2, TAB2, EPN4, ANR17, DPH2, WAC, DIDO1, YTHD1, AMRA1, TANC1, TXD12, F133B, RBM33, GPI8, Q9D2U0, ZC21B, FUND2, F162A, APMAP, Q9D809, FIP1, CNPY3, Q9DAV5, Q9DB24, ALG2, PLIN3, MYPT1, WWTR1, Q9EQC8, SALL1, RBP2, GILT, MFF, SP130, APC1, I2BPL, RBNS5, EPC1, ADNP, ZN106, TM245, CPVL, PTN23, WNK1, E41L1, ZHX3, ZN335, PKHG2, CCSE2, CQ10B, MLXIP, PKHA5, RC3H2, TAF9B, ZBT20, NCOA5, ZN532, APMAP, HYOU1, ADRM1, GIT2, BAG3, UBN1, PDLI7, DIAP3, RBM12, CARF, ETAA1, HXC10, TAB2, UGGG1, CDK12, ITSN2, CNOT2, TMEM9, DAPLE, NYAP2, KANL3, SON, LIMD1, KI21B, KI21A, PPIE, PCM1, GALK1, MRP5, SE1L1, LIMD1, TCF20, SUN2, AFF4, UBQL2, S30BP, NRBP, SIX4, TASOR, GMEB2, PARP4, NUP50, ZHX1, YETS2, HECD1, SCAF8, SRRM2, SCML2, S22AL, NCOR2, DEMA, POLH, R3HD2, ZN281, FBX7, RPGF2, IRS2, HYOU1, PRC2C, NCOR2, GMEB1, S23IP, SRPK3, Q9Z0I7, VNN1, KLK4, SE1L1, RGS6, E41L1
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Huo B, Zhang W, Zhao X, Dong H, Yu Y, Wang J, Qian X, Qin W. A triarylphosphine-trimethylpiperidine reagent for the one-step derivatization and enrichment of protein post-translational modifications and identification by mass spectrometry. Chemical communications (Cambridge, England) 2018 54(98) 30379171
Abstract:
We report a new reagent that is capable of both chemical derivatization and selective enrichment of azide-labeled PTM peptides for sensitive identification by mass spectrometry (MS). Facile sample recovery, enhanced ionization and fragmentation in MS of the enriched PTM peptides are achieved, which leads to the identification of 3293 O-GlcNAc peptides and the location of 1706 sites in HeLa cells and efficiently expands the current mapping scale.
O-GlcNAc proteins:
MEIKN, UH1BL, SHOT1, TTC24, PIPSL, HFM1, ZN320, NBAS, CQ102, VWA8, SBNO1, Z804B, CC14C, SH321, EFCB5, XIRP2, ODAD3, CNOT1, BDP1, ANR62, CC88B, AN33B, NKX26, PGP, F186A, ARRD5, FBP12, ANKUB, CI092, CE052, FA47D, SMHD1, LRIQ4, GLOD5, ZN233, SH2D7, MARHB, TTLL8, BTBDB, A30BL, ZSWM8, P121C, ERI2, PP2D1, CEA18, R212B, YV023, ZN727, VGLL3, YD021, RUXGL, IQAK1, MAGBH, FOXO6, FHAD1, SRRM5, ZN879, S14L6, CJ142, KRBX1, MCRI1, FONG, CE067, F227A, CRCC2, KIF2A, MYO1C, EYA2, AP3B1, SPT5H, TAF4, HIP1, CDC7, ST1C2, WASL, IPO5, EMAL1, P3C2A, EXOC5, PSDE, USP9Y, BCL9, CAC1A, PITM1, MPP10, TRI38, NDKM, ARI1A, NCKP5, FCHO1, SOCS3, TRAD1, RHG33, TYB4Y, UTY, ENC1, ZN197, APAF, TERT, CHK1, GNB5, TCRG1, UN13B, RASM, PPE1, IFIT3, IKKB, TIM23, HGS, AURKA, MYPT1, XPO1, IPP2C, ZN646, PDZD2, SPTN2, SET1A, TRNK1, PER2, SYNJ2, ZN536, IKKA, TBX3, ARPC2, TBXT, VILL, NKRF, ZN185, CASC3, CLIC2, ACOX3, NPHP1, OGT1, PPM1D, RA51B, SHIP2, EIF3D, IPO8, MSH4, MAGB4, ARPC5, PER1, ZSC9, ZZEF1, TET3, SI1L1, PRP4, SERA, IRAK2, PSMD3, TEX33, AP5Z1, MTSS1, PAX4, WDR62, PRPF3, SYNJ1, IF4G3, KCAB3, E41L2, FOXO3, TGM5, SYT7, PPIP1, CHM2A, PLRG1, LDB2, BUB1, HTSF1, STX6, ENSA, CPSF5, CREB3, AK1BA, KALRN, MYPT2, MED14, SOX15, KLK8, PRKN, SMCA5, ZC3H1, TYW4, LZTS3, GANP, KIF1B, PHLP1, ZN861, BRNP1, MPZL2, OGA, VINEX, HNRPQ, RNBP6, GMDS, REV3L, JAK2, MAFK, MUSC, CTND1, HPGDS, Z354A, RT14, PQBP1, BRD4, ABCB7, PLCH2, SRGP2, DEN4B, N4BP1, ROCK2, COBL, CPNE3, ZBED4, LIPA3, OBSL1, BRE1B, PHF2, ZC11A, CLU, DJC13, ANR17, SIN3B, LIPA2, LIPA4, ZN253, ZN217, FLNB, NCOR1, NDUS6, RM33, DPOLQ, CDC45, MPPB, USH2A, SRS10, GEMI, ECI2, TAF5L, ZN821, DAB1, MYCB2, U520, OFD1, UTP20, NU155, CMC1, PALM, ZN189, CCNK, SERF1, PIAS1, DNJC8, RAD17, ANXA9, CLPX, SEGN, CDKL5, NEBL, S14L2, RECQ4, RECQ5, RMP, AL1A2, TOM70, TOX4, MICA2, K0754, FCSD2, SRBS2, SASH1, CSCL1, LRIG2, SUN1, PRP6, PCF11, KDM4B, CE152, SOX30, UBR5, REC8, DUS14, NDUB8, KLHL2, LETM1, MBD4, KAT7, KCNH1, SMC2, IPO7, SLU7, SVIL, NPT2B, LCA5L, FMNL1, PCNT, CNOT4, CPSF4, NFAC1, EYA4, BRD1, HERC2, HS74L, DDX58, ZMYM6, BAG3, DCMC, DDAH2, TGM3L, TBX18, TBX6, BCL10, APBA3, NSD2, GSHR, CRYAB, LMNA, SPTA1, ESR1, ANGI, TDT, CYTB, GCR, SODM, MYCN, G3P, P53, HSPB1, ARGI1, PCCB, RLA2, RLA0, RPC4, K1C18, FYN, NFL, NFM, PERT, CRGC, SYEP, ANXA6, RHOC, GLI1, PFKAM, CATG, INHBA, VIME, ANXA5, SNRPA, VILI, CN37, HMOX1, DLDH, HXB7, DPOLA, IFIT2, WEE2, FBSP1, BNIP5, AN34C, ACSM4, PRR29, F90AO, YT014, R10B1, GRL1A, F200B, DERPC, CTF8, ZN888, RGPD2, GIMD1, ZN728, CH088, AT8OS, MYBA, ARAF, ODP2, TAU, KAP0, HEM4, HSP7C, SPTB1, TOP2A, VDR, DMD, ADHX, NFH, TPR, ANXA3, SKIL, NR2C1, HXD8, ENOB, T2FB, MTDC, 3BHS1, GFAP, KPYM, HXB1, PO2F1, ERF3A, EZRI, PHKG2, DESP, ANK1, NCPR, CBPE, PLCG2, ZFX, ZNF14, ZN708, ZNF17, ZNF19, ZNF20, ZKSC1, ZNF28, ZNF30, ZSC20, ZNF7, KPCA, UBF1, ATF7, DDX5, LOX12, EGR1, ARY1, SON, ATF1, ATF6A, NUCL, HXK1, TNNI3, HME2, SL9A1, RAB3B, LMNB1, GRAH, NEBU, AOFA, ZNF10, TGM2, MUTA, PERL, ROA2, CBL, KAPCB, HEMH, XPA, CRCM, SAHH, IF4B, PAX7, GATA2, CPT2, RIR1, EF1B, CCNC, DNJB2, PSA1, MOES, DDX6, RAE2, PTBP1, SYVC, 1433T, ARNT, RFA1, MAP4, PSB9, TMOD1, ITPI2, HXD9, ERCC5, EPHB2, PTN6, SHC1, KDM5A, LMOD1, TYK2, PRDX6, CDC27, WEE1, MPIP1, MPIP2, NKTR, CLIP1, RPB2, KAP1, CPSM, ZEP2, CASPE, 1433B, STIP1, FOXN2, TF2H1, C2TA, LSP1, DUT, GCYA2, MCM7, HYES, MPI, CTNA1, NOS2, SPB6, MERL, RFC4, RFC1, ADML, RORA, CBS, GDE, ACTN2, ADDB, NU214, DEK, CYLC1, ATP7B, SOX5, SOX11, ZNF93, VATE1, 8ODP, LONM, PGM1, GNL1, PEDF, ODO2, SRP14, IF4A3, SMBP2, CUX1, TYRP2, MLH1, STAT3, UBP8, PEX19, ECHA, ETV6, STAT6, AF9, HELZ, LPPRC, HD, ECE1, MUC18, BTD, MAGB1, KSYK, UBP5, KI67, KPB2, KPB1, RECQ1, IF2M, BRCC3, RL28, MAP1B, NEDD4, UTRN, CAPZB, CDX1, RL29, UCRI, PPCE, RFX5, PI42A, RXRG, NRIP1, PRC2A, CCN3, AL9A1, NASP, RM19, CENPF, MCM2, YLPM1, VPS41, NUMB, CLK1, NU153, RBP2, RGS3, RGS7, TSC2, TAF6, DNLI3, ETV1, DYN2, TUB, TCPD, PAPOA, PLCD1, ZNF80, ZNF81, ZNF84, BRCA2, RENBP, MECP2, HCFC1, SSDH, AFF2, AFF3, MYOM1, HNRPM, NCBP2, MP2K6, GDIR2, AGFG1, ZN135, ZN142, ZN143, RBM5, SPSY, HXK2, DGKQ, THOP1, TXTP, PPP5, LIMK2, SMTN, DPOG1, ICLN, BLM, PDE1A, GALC, KAD2, IF5, NR1H2, AFAD, AF17, ADK, DSRAD, UCP3, DLX1, SYMC, ATP5I, HDAC4, PEX3, PER3, RP1, SIK1, PRD15, UBS3A, NAC3, NU107, SNX16, RGS8, FBXW4, SESN2, TIRAP, H2B1D, CU082, MCCD1, EIF3E, PTEN, IF4A1, SNP25, DEST, ARP2, ISL1, REC21, STXB1, 1433G, UBP46, TIM10, PRS4, PRS10, ERF1, GAK8, RS4X, RBX1, TRA2B, ACTG, F193A, NOP14, RBM6, GTF2I, DLG4, IRX6, GSTO1, RELN, PRKDC, ELF3, MAP1A, SIM1, SSBP2, TMF1, RT05, RT11, RT09, HMGN5, SKOR1, FOXK1, PRR5, DAB2, EFNB1, RBM10, RBM3, VIGLN, BORG5, FANCC, CLH1, HSF1, MYPC1, U2AF1, SPTB2, TIAR, SET, FOXK2, RELB, AMPD2, ANK2, TFAP4, XPC, OCRL, AK17A, MEF2B, SP2, CENPE, KIF23, MMSA, ID2, ZNF45, APBA1, HEN1, FKBP4, RL6, TOP2B, DYST, KMT2A, CENPC, ERCC6, TAP1, ZN117, ARI5A, IF4G1, TLE3, TLE4, UBE3A, DYN1, SRS11, CALD1, RN5A, EMAL5, BTK, EXOS9, MTG8, GABPA, CDK18, ZO1, TRHY, PDE4B, SPAG1, KHDR1, DPOE1, SRSF4, GOGA3, PDE4C, DEMA, PDE4D, RBL2, ZN844, ACSM1, DMWD, EP300, AHNK, ZNFS1, FCHO2, PLCX2, DYH14, K2012, CGNL1, CC173, FP100, MESP2, NEXN, CPSF1, MPPA, SCRN1, TF3C1, HYAL1, BPTF, SFSWA, SF3A3, DPYD, TP53B, IFRD2, ILF3, EPS8, FOXC1, ANK3, GNDS, SEC20, NFX1, TIAM1, AF1Q, AKAP6, PRDM2, CAF1A, TRAF3, AIMP2, CBX3, DDX10, TBX2, ERCC8, GPS2, SBP1, NMI, PABP4, CD5R2, PPIL2, MB211, PM2P3, ORC1, ORC2, SNTB2, PPIG, FKBP5, MYO9B, GAB1, BIRC2, PICAL, SQSTM, BFSP2, PRP4B, ATR, SNW1, IQGA2, MTMR1, CUL4B, ASPP2, DYR1A, PTC1, RAB32, FHL1, FHL3, PM2PB, CAC1S, THOC5, NCOA4, SPTN1, KCNC3, CDK13, CKAP5, CYLC2, DAG1, SRTD2, MORC3, SAFB2, UBP2L, SCRIB, DOC2B, DOCK1, BTG3, ZMYM3, DYHC1, EI2BA, SRC8, FAK2, FLNC, FA50A, GRB14, HES1, NF2L1, FAT1, DHX8, MCM6, ITPR3, ZN266, ZN235, ZN460, PLSI, PUM1, KANK1, MELK, SMC1A, RRP1B, NCOA6, GSE1, PSF1, BMS1, LBR, STAT4, CBX2, KIF22, MEF2D, MTF1, MYPC3, NC2A, NFIX, ZN638, NOLC1, NR1D2, PSME4, CUL7, SLMAP, GAPD1, FRPD4, CND2, MO4L2, SUZ12, R3HD1, SNX17, S39AE, LRC14, DPOD3, IF4H, KIF14, EEA1, CD5R1, NCF4, PLCL1, PDK1, PLCB4, PLEC, PTPRR, PWP2, IRF4, ZMY11, L2GL1, UBE3C, PUM3, DLGP5, RBY1F, KS6A1, SAFB1, SYCP1, PP1R7, SP17, MED22, TAF1C, NCOA2, TRIPB, PCH2, MED1, JHD2C, ZN174, DLG2, CEBPE, TAB1, STXB2, ZFHX3, ZBTB6, ZYX, SEPT7, ADRM1, AINX, PSMD5, PKN2, TAF12, CDC37, B2LA1, TAF9, MAPK3, TBR1, CP1B1, DGKD, THTR, PCKGM, ZN827, LONF1, EX3L4, TPRXL, GEN, HNRL2, LONF2, SAMTR, PDS5A, MOONR, QSER1, WASC4, EX3L2, TECT1, ERC6L, RGPA2, D19L1, ZXDC, CCD57, PWP3A, ATG2A, FHOD3, IF2GL, KLH38, HFE, BTBDG, LRRF1, RFX4, LRRK1, F161A, INAVA, MA7D1, PKHG6, CHD9, TBC25, C144B, OD3L2, ZN718, AL1L2, P12L1, PTHB1, GON4L, GRDN, GVQW3, PAR14, CP100, ZN404, CL036, SPAS1, SV2C, YJ016, ZFP69, CE022, C2CD3, KMT5B, LARP7, HYDIN, KCD21, IQCC, PLCH1, FIL1L, ARI4B, GRAP1, Z658B, PAP1L, TIGD2, FNDC1, VWA3B, PAN2, CN177, Z585B, SBK1, SNUT2, TYW2, FAKD1, C2CD6, SGO2, CC178, ODFP2, CAVN4, FSIP2, UROL1, ZN628, TRI61, ESCO1, ZN789, BCORL, ZMAT1, PP6R3, DCA17, FSCB, K2026, ZC12B, NHSL2, ZN831, AKAP4, MTUS2, FA47A, MEIG1, PRC2B, RRP12, IQEC2, SPIN3, ZN506, DOP1, F209B, GASP1, DGKK, CYTSB, CD158, SPXN4, FBX47, TCHL1, TDIF2, ERIC3, LRRK2, SAPC1, CE170, PR15B, CJ055, SNPC4, CTSRE, NHSL1, F120S, C2D1B, TEX35, FA83B, SYRM, AXDN1, FKB15, AKND1, ZC3HD, MPP7, UBR4, ZN684, SWT1, SKT, CC183, RHG21, BEND3, UBAP2, PHF19, LITD1, F27D1, TSTD2, ER6L2, PPR26, ACBD5, UT14C, TUT4, DEP1A, CE162, FRY, ZBT37, MAGI3, KAD9, DDI2, MEI1, CC181, LIN9, ZN658, CROCC, CBPC2, MCAF2, RIF1, ZN468, SPXN1, OBSCN, NTM2D, CE350, RPRD2, SYDE2, KLD7A, BRE1A, MYOME, P210L, ZN318, A20A3, ZN691, PPRC1, SPO16, MYSM1, NTM1B, TAF3, SNX30, TASO2, KHDR2, ECM29, NAA35, MBNL2, OBI1, USPL1, F219B, RN123, FBX31, FBW10, ZKSC2, RN213, WDR25, CP135, Z385C, AR6P4, ARID2, TENS3, SPT2, FMN1, ANKS6, USF3, MSL1, CB016, CRBG3, FRPD2, RHG17, DUS29, C19L1, VIR, CYTSA, ZN660, REP15, URFB1, SP5, CARL2, K0930, JADE1, SNR48, CAPR2, SPOPL, CCSAP, PKHA7, ADNP2, IF5AL, GRHL2, ZN425, ACD10, IFIX, NIPBL, LIN54, R7BP, TET2, TEN4, Z280D, NAA16, RADX, K1841, ZSC25, SCMC1, ACSM5, JHY, CRCDL, SWAP1, ZN774, ZN544, JMJD6, CAVN1, FXL22, M18BP, CDC73, T2H2L, XRRA1, TTC41, NEK5, NFRKB, LMOD2, RL22L, PKN3, ERIC5, ANR16, FXL19, ZN880, TM10B, KLH35, PSRC1, BORA, IYD1, KCD18, BHLH9, FBX38, FOXR1, ARMD1, BRAT1, ZC3HE, LARP1, ATAD2, SPG17, RICTR, BRWD3, TSSK4, F111B, SAMD1, SARM1, KLH17, PADI6, C1TM, ANR12, ANR11, FIP1, SAS6, UD2A3, CWC27, LRIG3, MIC27, BI2L2, MCAF1, BCOR, MPRIP, ZY11A, NSMF, RBMS3, RPTN, DNMBP, GGYF2, CCNI2, ZN782, EMAL6, SYNE3, MASTR, CU136, MEX3B, ZNF66, ZN793, LN28B, CCD81, RN111, ZN704, BICL1, CC141, WDR87, ZN493, CO039, CCD73, SRCAP, ZN662, NBEL1, YD022, SHSA6, YO027, YJ005, TSH1, CBAR2, CG065, MSD1, K0408, CFA65, UBN2, BEND4, F205A, RHG27, FRMD7, FOXNB, RFX8, FGD6, MICLK, ANKS3, YS043, VP13C, UBP34, UBP31, UBP53, UBP43, ZN365, CEFIP, CENPU, SSH2, CEP68, SPT6H, RUFY3, ERIP6, DHX30, ZN765, MCM10, DOK3, GDPD3, RFIP2, FAKD5, OTU6A, ZN627, KDM3B, STRAA, MICA3, OTOP3, SSX7, U17L1, H2BWT, ZCCHV, GVIN1, TICRR, EFL1, PBIR2, SETX, KANL1, NUP54, PRIC2, ZN572, RGPD4, POGZ, ZFY16, MYCPP, TMC6, NUFP2, MAVS, CLAP1, DHX29, LIMS2, TT21B, HEAT3, CFA91, ZN438, HDGR2, EMSY, AKNA, RAI1, ANKAR, I2BP2, AB12B, SNX20, SPRE1, RBBP6, ANS1B, UBE3D, PTAR1, TCPR1, RABEK, HUWE1, YTHD3, FLIP1, TAF8, KHDC4, VP13B, S1A7A, PHLB2, CROL1, KAISO, ZN605, UBP37, K1328, RN180, PATL1, MYPN, PEG10, ATG4D, TTC7B, ISCA2, PABP2, LDB1, PB1, RIP, MARH3, NFE4, RIMS1, CATAC, NT5D3, CASZ1, VASH2, LUZP1, MORC1, MYPOP, NRAP, IQGA3, ZCH18, PACS2, MON1A, TSYL5, ZSC30, PARG, LIPB1, LONP2, RASF3, NLRC5, CHD1L, SKAP1, AROS, CDR2L, DAA11, EZHIP, CQ082, CIR1, HTR5A, ZFAN4, SNX32, HOGA1, DRC11, ZN761, GOLI, TRI50, Z354C, CD20B, KMT5C, ZN573, PRGC2, P66A, RASL3, MD12L, I2BP1, RB6I2, RIOX2, MY18B, RBM45, SIAH1, RELL1, LACC1, HID1, ANKY2, PSTK, VRK3, CROL2, PKHH2, AHNK2, TIAM2, AN18A, FMNL3, SAM9L, NAV3, NAV2, CCD50, FABD, MISP, HERC6, WDR75, MFN1, CCD60, TEX14, MA7D3, NXP20, CCD83, DNAI3, MGAP, GCC2, RP1L1, BRSK2, Z3H7A, TPH2, UBR2, ANKH1, SUGP1, SUGP2, KIBRA, GOR, CCAR1, SLF2, RM41, GPAM1, KLHL7, ETKMT, DDIAS, RB12B, ZC3H3, SMC5, DHX37, KBTB2, SPB1, NIM1, C144C, CKP2L, IHO1, SUV3, ERF3B, FANCM, ZZZ3, EXOC8, CF206, P20D2, DAAF8, CFA46, SAXO1, CG061, RTKN2, SAM14, KMT2E, DOCK3, ABI1, ASPM, F185A, CA087, IQCK, SPG16, SPART, SPICE, TTC5, TAGAP, RPTOR, EID3, AHI1, ZN567, ZN687, REXO1, S6OS1, CRPAK, CRBG2, THEM5, ANR35, CLASR, AN36B, RUSC2, CF223, RHG18, PARP8, EH1L1, METL4, CMYA5, VPS8, PALS1, SYNPO, FNBP4, RDHE2, PRS35, PGBD5, NIN, SPA6L, SPEM1, TT30B, LRC71, AF1L2, CERS5, SRBD1, TAB3, MACOI, MINY1, CCD33, TM148, ESX1, PACRL, TRIMM, TM217, ZN676, NANG2, ANR31, CNTD1, TEANC, ZN615, K1958, ENAH, CDYL2, CO056, ZN709, JMY, ZN454, ZN565, YV006, SR1IP, CDRT4, TAC2N, FA71D, FSIP1, ZN383, PNDC1, FA47B, MARHA, KBTB3, CI106, CAST3, ZBT38, CH058, SMYD1, UN13C, KY, CK072, ZN114, PAIRB, HJURP, SEN2, GLBL3, K0895, SMG8, RN214, Z280C, MROH1, PAPD5, CC168, ICA1L, EHBP1, CBPC5, RB15B, SMC1B, PHC3, BEND2, SIMC1, NSUN7, SRFB1, DDHD1, SP20H, CBPC3, ARMC2, PDZD8, ZN555, RTL9, DP13B, NAV1, WDR19, KMT2C, FBX22, SYNE1, BD1L1, FAD1, FLCN, PXT1, DBF4B, IPMK, ABHDB, DMBX1, FBH1, PJA1, KNL1, NEK11, KDM2B, ARK74, CLHC1, CFA61, NEDD1, RLA0L, ZFP28, THOC2, INADL, KI18A, ZNT5, SNIP1, WDR48, UHMK1, NEIL3, FA76A, ZN671, PRR7, PUM2, KLDC4, NANP, AT2L1, RBM46, PMFBP, CC110, ZN502, TBC15, ZN596, FA71B, FANK1, ZN507, PHOP1, ALMS1, DC2L1, CHD6, HUMMR, SP7, ACTT1, HELQ, DMXL2, DLG5, MIPT3, OTU7A, S26A7, ATS17, S3TC1, TBCK, PO210, CE192, GEMI5, FBF1, RPGF6, SMCR8, PARD3, PNISR, ZN483, DI3L1, ZN526, GIPC2, CP078, DUS19, THAP3, ZDHC1, TB22A, PDC6I, CO040, DCAF4, MITD1, TFB1M, TPC14, DC2I1, UBCP1, TRUB1, LMO7, CKAP2, CCNB3, ATX2L, PHIP, RT4I1, PALLD, CRGN, SYNE2, CNKR2, ASB10, ACO11, P66B, ASB17, BBX, CTBL1, ELYS, TITIN, TRIB2, SMG7, RTF1, IP6K1, PHYIP, DCNL4, P55G, NR4A3, PHF3, NDRG1, HS105, ZN592, PRP16, ANS1A, FAN, AKAP1, ZN75C, CENPI, PRCC, RREB1, HDAC2, DPF1, DPF3, REQU, CBP, SYMPK, HYAS2, KAT2A, RPGR, DDX17, KIFA3, NEO1, RAD50, RAB8B, ARHG2, IRF7, TF3B, DVL3, USP9X, CUL5, LPP, TP4A1, HGD, SMCE1, FBXW7, FBX32, TOP1M, TRI63, LMBL2, ZN622, 5NT3B, FBXW5, PSMG2, TEKT1, FAKD4, TET5B, C102A, RM24, SPSB4, ZUP1, CC74A, TTC28, R51A1, DACT3, SH3K1, PF21A, ELMO3, PINX1, CC049, S1PBP, ZN775, DOC10, ATG2B, ZBTB9, ROP1L, COAC, CHM4C, CC124, OPTN, S7A6O, GASP2, RMD1, OTUB2, ATG4C, DRC10, MTBP, RRFM, MTEF3, ELP4, HOOK2, MTMR8, ZN837, RL39L, MITOK, SGF29, RBM33, DTBP1, ZN503, ELMD3, THOC1, HMCES, IMP4, KLD7B, SCMH1, TOE1, MSD3, ZCCHL, TONSL, NTAQ1, PDLI5, PRR11, FMC1, C2AIL, INT4, SYNM, REXO5, GMPPA, GMCL1, ZN496, NGLY1, RBM41, TPD55, ESIP1, MAP6, ZN594, ZN469, ZN462, FEM1C, PGBD1, ZN521, TOPK, PRAC1, COX42, KCNS1, Z512B, ZFR, F167A, P12L2, CD036, NSD1, EP400, IFT74, SGCZ, CX058, CEP19, CH048, CL037, MRFL, Z354B, PRIPO, RMD2, CJ090, IFAS1, TEKT5, TEX55, FEAS2, CCDC7, CFA53, ZN512, CQ10A, NSE2, CE034, RIPR3, TEAN2, ZSWM3, YTDC1, ZNF48, F161B, F218A, TTC14, CK037, ZN578, PWP2A, DOCK7, ZN641, ZN582, ZFP3, LRRC7, BIRC8, INP4A, TSSK2, RBM14, ADCYA, IPP2L, ZN317, PNMA5, K1908, FMNL2, PUS7, F111A, PLIN4, SMG1, ALKB3, KI20B, RHG07, ATAD5, TEFM, RAB3I, ACRC, PRAM, MAGI1, RET7, PANX2, MED15, ERBIN, TRIB1, HMCN1, CRML, PRR25, LYSM1, CCNL2, SMC6, ZN607, ZN587, IWS1, SEBP2, RSF1, RUFY1, IMP2L, MINT, SETB2, ACOX2, AGAP2, EYA3, DNJC2, MPP9, M3K14, S10AD, SCAFB, ELF4, KLF6, PHB2, CHP1, KIF2C, LYST, ATX2, SMAD5, BARD1, NPAS1, EPAS1, TS101, CPNE1, SMO, EBP2, PKP2, AKAP9, ARP5L, SIN1, RNZ2, CMS1, SENP7, SLF1, COE4, ST4A1, ZSWM1, COR1B, LSMD1, SRSF8, PYGO2, FSP1, GPTC1, LLPH, SIKE1, TRI56, ZPBP1, BTBDA, TACO1, PIMRE, S2533, EFC4B, HAUS8, ALKB7, DIDO1, MTA3, DCNL5, RAMAC, FAP24, LRRC1, MED18, RCAF1, SCMC3, THUM3, CP250, KTNB1, PHF20, RUSC1, RIOK2, TIM21, KIFC1, HIRP3, TRAIP,