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Hao Y, Fan X, Shi Y, Zhang C, Sun DE, Qin K, Qin W, Zhou W, Chen X. Next-generation unnatural monosaccharides reveal that ESRRB O-GlcNAcylation regulates pluripotency of mouse embryonic stem cells. Nature communications 2019 10(1) 31492838
Abstract:
Unnatural monosaccharides such as azidosugars that can be metabolically incorporated into cellular glycans are currently used as a major tool for glycan imaging and glycoproteomic profiling. As a common practice to enhance membrane permeability and cellular uptake, the unnatural sugars are per-O-acetylated, which, however, can induce a long-overlooked side reaction, non-enzymatic S-glycosylation. Herein, we develop 1,3-di-esterified N-azidoacetylgalactosamine (GalNAz) as next-generation chemical reporters for metabolic glycan labeling. Both 1,3-di-O-acetylated GalNAz (1,3-Ac2GalNAz) and 1,3-di-O-propionylated GalNAz (1,3-Pr2GalNAz) exhibit high efficiency for labeling protein O-GlcNAcylation with no artificial S-glycosylation. Applying 1,3-Pr2GalNAz in mouse embryonic stem cells (mESCs), we identify ESRRB, a critical transcription factor for pluripotency, as an O-GlcNAcylated protein. We show that ESRRB O-GlcNAcylation is important for mESC self-renewal and pluripotency. Mechanistically, ESRRB is O-GlcNAcylated by O-GlcNAc transferase at serine 25, which stabilizes ESRRB, promotes its transcription activity and facilitates its interactions with two master pluripotency regulators, OCT4 and NANOG.
O-GlcNAc proteins:
A0A087X1C1, A0A0B4J203, A0A0C4DFX4, SRCRL, SBNO1, CNOT1, IQCAL, RGPD3, LRIQ3, P121C, YU005, H0YHG0, H3BMQ9, H8Y6P7, I3L521, PDLI1, TAF4, P3C2A, DDX3X, NFIB, ARI1A, ABLM1, KMT2D, ZN197, RGPD8, MYPT1, ZN609, ZN646, SET1A, SYNEM, ZN185, NUP42, SI1L1, TGFI1, VIP2, M3K7, TPD54, SYNJ1, IF4G3, WIPF1, SMAD6, MYPT2, PLIN3, MAFK, N4BP1, ANR17, NCOR1, GGYF1, PRDM1, STAM2, TOX4, AGFG2, UNC5C, VENTX, SC24B, PCNT, ZBT11, CNOT4, BAG3, TXD12, TTLL1, APCL, NSD2, EGFR, IGF2, CRYAB, LMNA, ALDOA, GCR, HSPB1, PCCA, RLA2, JUN, HEP2, K1C18, ANXA2, ADRB2, NFIC, VIME, 5HT1A, SNRPA, ROA1, CO4B, ATX1L, FMAS1, GRL1A, DERPC, C1C1L, GLI2, TPR, GYS1, MYL6B, PO2F1, ATF2, ZEP1, RS2, ITB4, JUNB, JUND, ATF7, SON, ATF1, NEBU, CSRP1, NF1, ROA2, RFX1, CBL, COF1, IF4B, ARNT, MAP4, CALX, TEAD1, PDIA3, CDC27, CLIP1, ZEP2, ELF1, TTK, PCKGC, ADDA, NU214, MP2K2, NUP62, VKGC, VATA, CUX1, TXLNA, PBX2, HELZ, UTRN, RFX5, PAXI, NR2C2, NASP, CENPF, YLPM1, NU153, RBP2, TAF6, EMD, PAPOA, HCFC1, AGFG1, NUP98, ATX1, MYOM2, AF10, AF17, DSRAD, NU107, RL8, F193A, PITX1, PHC1, RT36, SARNP, FOXK1, HTD2, DAB2, RHG04, VIGLN, HNRPU, SPTB2, SCN7A, FOXK2, EWS, MEF2A, SP2, NUCB1, IF4G1, NOTC2, TLE3, TLE4, NMDZ1, GABPA, ZO1, ACK1, CACB2, EP300, AHNK, MGAT2, GALT2, FOXO1, SNF5, BPTF, NFIA, DPYD, TP53B, ZN155, FOXC1, AKAP6, ROA0, GPS2, G3BP1, KCAB2, PABP4, PLD1, PICAL, MAMD1, RIPK1, SNW1, MTMR1, CUL4B, ASPP2, NFYC, CDK13, TOB2, DAG1, VEZF1, DSG2, UBP2L, GIT2, SRC8, MDC1, EPN4, RRP1B, NCOA6, GSE1, MEF2D, ARI5B, NUMA1, PSME4, SART3, KIF14, BRD3, EBP, PLEC, RBMS2, TAF1C, SF01, MED1, JHD2C, MARE1, ELF2, TAB1, ZFHX3, ZYX, ADRM1, TAF9, RFX7, QSER1, QRIC1, ZN800, LR75B, EPC2, CRTC2, YIF1B, ZN326, K2026, PRC2B, SYAM, CE170, NHSL1, ZN362, ZEP3, LRIF1, UBR4, SKT, RHG21, UBAP2, RBM26, RC3H1, VP13D, RPRD2, ZN318, TASO2, TTC23, ERR2, KAZRN, ARID2, RHG17, ANR40, BICRL, NIPBL, LIN54, NFRKB, ZN449, RSBNL, MDEAS, ZC3HE, CRTC3, SAS6, MCAF1, BCOR, MPRIP, GGYF2, BNC2, FGD5, CO039, SRCAP, YJ005, UBN2, RAPH1, UBP54, PREX2, HAKAI, ASXL2, SPT6H, KDM3B, ZCCHV, RGPD4, POGZ, SZRD1, MAVS, EMSY, RAI1, I2BP2, SRGP1, SH3R1, YTHD3, STRA8, MYPN, TLK2, ZFHX4, BCL9L, IQCH, SNX32, PRSR1, MEX3D, DDX42, CACL1, P66A, CC125, KCC1D, HID1, AHNK2, FOXP4, NAV2, MGAP, RP1L1, PHF6, ANKH1, SUGP1, CCAR1, RPAP2, MILK2, EFC13, PHAR4, XRN1, TBC3A, TENS4, SPART, NUP93, ZN687, SYNPO, FNBP4, TAB3, CPSF7, ARFG1, ENAH, XXLT1, CHSTE, TNR6A, PHC3, SP20H, NAV1, VP37A, KMT2C, ARI1B, NUP35, TDRD7, NEDD1, PUM2, ALMS1, DLG5, ZN384, WIPF2, FRS2, F222B, SMAP2, IASPP, ZFN2B, TWST2, PCNP, LMO7, ATX2L, STAB2, PALLD, CSKI2, SRS12, P66B, BBX, SMG7, RTF1, PHF3, MAML1, LAR4B, PRP16, PRCC, CBP, EVPL, DDX17, GPKOW, FUBP2, LPP, FUBP1, TTC28, PF21A, KLH29, RBM33, MMAB, EF2KT, GWL, P121A, PDLI5, INT4, FUBP3, PAWR, ANCHR, Z512B, ZFR, EP400, COG8, RBM14, QKI, LENG8, CIC, MED15, ERBIN, MINT, HTF4, TEAD3, RGPD5, CGRE1, ATX2, CTIP, SH3G1, DPH2, WAC, DIDO1, TBCD, HNRL1, HIRP3, CAR11, YTHD1, GTPB4, AMRA1, TANC1, CEP44, MFF, SP130, BRD8, RGAP1, I2BPL, RBNS5, ADNP, FOXP1, PTN23, CA198, WNK1, E41L1, ZHX3, ILRUN, PEAK1, PKHG2, ECT2, JUPI2, PKHA5, RC3H2, TAF9B, ZBT20, NCOA5, TANC2, ZN532, ARFG3, PLPL8, UBN1, PCD12, INCE, PDLI7, 4ET, DIAP3, PDS5B, RBM12, CCD87, CARF, TAB2, MS18A, CDK12, ITSN2, WHRN, DAPLE, SLAI2, BAHC1, BCCIP, C2D2A, RBM27, KANL3, ZN219, LIMD1, TCF20, UBQL2, S30BP, NRBP, CTNA3, BAZ2B, HERC5, SIX4, TASOR, GMEB2, PARP4, NUP50, ZHX1, MRTFB, PRR12, YETS2, HECD1, SPAT2, SCAF8, LIMC1, ZC3H4, SRRM2, SCML2, ZN148, ZFP30, WDR37, MYH15, R3HD2, ZN281, COQ6, DCAF1, RPGF2, CRBG1, PRC2C, RBM7, CD2AP, TSSC4, HCFC2, NCOR2, GMEB1, DC1L1, NCOA3, ZHX2, S23IP, U3KPZ7
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Qin W, Qin K, Fan X, Peng L, Hong W, Zhu Y, Lv P, Du Y, Huang R, Han M, Cheng B, Liu Y, Zhou W, Wang C, Chen X. Artificial Cysteine S-Glycosylation Induced by Per-O-Acetylated Unnatural Monosaccharides during Metabolic Glycan Labeling. Angewandte Chemie (International ed. in English) 2018 57(7) 29237092
Abstract:
The unexpected, non-enzymatic S-glycosylation of cysteine residues in various proteins by per-O-acetylated monosaccharides is described. This artificial S-glycosylation greatly compromises the specificity and validity of metabolic glycan labeling in living cells by per-O-acetylated azido and alkynyl sugars, which has been overlooked in the field for decades. It is demonstrated that the use of unacetylated unnatural sugars can avoid the artifact formation and a corrected list of O-GlcNAcylated proteins and O-GlcNAc sites in HeLa cells has been assembled by using N-azidoacetylgalactosamine (GalNAz).
O-GlcNAc proteins:
RBM47, SBNO1, CNOT1, PDLI1, TAF4, AGRIN, ABLM1, CSKP, MYPT1, ZN609, SC16A, NUP42, KDM6A, MSI1H, HNRPR, TPD54, SYNJ1, KLF4, RA51C, ZN207, NPA1P, DIAP1, PLIN3, MAFK, ANR17, LIPA2, NCOR1, SC24B, CNOT4, TXD12, EGFR, LMNA, GCR, HSPB1, RLA2, K1C18, VIME, ROS1, SNRPA, ROA1, IFIT2, ATX1L, CJ052, SP9, TPR, MYH1, XRCC6, GLU2B, PO2F1, ATF2, ZEP1, RS2, ITB4, JUNB, UBF1, ATF7, DESM, SON, EFNA1, CSRP1, CBL, ARNT, MAP4, CLAT, MPIP1, CLIP1, NU214, NUP62, VKGC, VATA, CUX1, PEX19, LMAN1, NASP, CDK8, NU153, RBP2, TAF6, EMD, PAPOA, HCFC1, AGFG1, VAV2, NUP98, AF10, F193A, PITX1, RT36, FOXK1, DAB2, HNRPU, SPTB2, IF4G1, TLE3, TLE4, ZO1, AHNK, BPTF, TP53B, PTN13, G3BP1, OS9, PICAL, RIPK1, MTMR3, CUL4B, NCOA4, CDK13, VEZF1, DSG2, UBP2L, DYHC1, SRC8, DHX8, PUM1, MDC1, RRP1B, NCOA6, MEF2D, EBP, RBMS2, TAF1C, NCOA2, SF01, JHD2C, ELF2, TAB1, ZFHX3, ZYX, ADRM1, TAF9, QSER1, PRSR3, FBX43, EPC2, CRTC2, YIF1B, ESCO1, BCORL, TGO1, PRC2B, RHG21, UBAP2, RBM26, SPD2A, AHDC1, RPRD2, ZN318, CCD30, TASO2, ARID2, DEN2C, ANR40, BICRL, NIPBL, LIN54, NFRKB, MDEAS, ZC3HE, FIP1, CRTC3, SAS6, MCAF1, BCOR, GGYF2, RBM44, CO039, UBN2, HAKAI, ASXL2, SPT6H, KDM3B, ATG9A, MAVS, EMSY, I2BP2, SH3R1, HUWE1, YTHD3, OSTA, VS10L, CHD1L, PRSR1, DDX42, P66A, SAM9L, NAV2, TEX2, MGAP, ANKH1, SUGP1, SUGP2, CKP2L, SRRM1, CPNE9, XRN1, SPART, T132C, SYNPO, FNBP4, KASH5, ARFG1, ENAH, MLKL, TNR6A, PHC3, NAV1, VP37A, NUP35, NEDD1, AGR3, UBS3B, C2C4C, ZN384, WIPF2, TM263, LMO7, ATX2L, CSKI2, P66B, BBX, TITIN, SMG7, ZN592, LAR4B, CBP, GPKOW, LPP, TTC28, PF21A, ARL8A, ROP1L, RBM33, PDLI5, FUBP3, COG3, VCIP1, MY15B, Z512B, ZFR, EP400, DRC1, H6ST2, RBM14, LENG8, KI20B, CIC, MINT, NELL2, TEAD3, LYST, ATX2, DPH2, WAC, DIDO1, HNRL1, TIM21, T121B, GPR87, YTHD1, ABCA2, TANC1, SP130, F234A, I2BPL, SPTN4, ADNP, FOXP1, PTN23, WNK1, E41L1, ZHX3, ES8L2, MLXIP, PKHA5, RC3H2, TAF9B, SPON1, NCOA5, TANC2, ZN532, SYTL2, ZDBF2, UBN1, BIRC6, ARGL1, CARF, CELR3, CDK12, ITSN2, SELN, KCMF1, DAPLE, KANL3, VTI1B, TCF20, UBQL2, S30BP, TASOR, GMEB2, MUC12, ZHX1, PRR12, YETS2, HECD1, TRI33, LIMC1, ZC3H4, SRRM2, SCML2, AMOL2, RPGF2, PRC2C, SRPRB, NCOR2, S23IP
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,