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Luna S, Malard F, Pereckas M, Aoki M, Aoki K, Olivier-Van Stichelen S. Studying the O-GlcNAcome of human placentas using banked tissue samples. Glycobiology 2024 34(4) 38253038
Abstract:
O-GlcNAcylation is a dynamic modulator of signaling pathways, equal in magnitude to the widely studied phosphorylation. With the rapid development of tools for its detection at the single protein level, the O-GlcNAc modification rapidly emerged as a novel diagnostic and therapeutic target in human diseases. Yet, mapping the human O-GlcNAcome in various tissues is essential for generating relevant biomarkers. In this study, we used human banked tissue as a sample source to identify O-GlcNAcylated protein targets relevant to human diseases. Using human term placentas, we propose (1) a method to clean frozen banked tissue of blood proteins; (2) an optimized protocol for the enrichment of O-GlcNAcylated proteins using immunoaffinity purification; and (3) a bioinformatic workflow to identify the most promising O-GlcNAc targets. As a proof-of-concept, we used 45 mg of banked placental samples from two pregnancies to generate intracellular protein extracts depleted of blood protein. Then, antibody-based O-GlcNAc enrichment on denatured samples yielded over 2000 unique HexNAc PSMs and 900 unique sites using 300 μg of protein lysate. Due to efficient sample cleanup, we also captured 82 HexNAc proteins with high placental expression. Finally, we provide a bioinformatic tool (CytOVS) to sort the HexNAc proteins based on their cellular localization and extract the most promising O-GlcNAc targets to explore further. To conclude, we provide a simple 3-step workflow to generate a manageable list of O-GlcNAc proteins from human tissue and improve our understanding of O-GlcNAcylation's role in health and diseases.
O-GlcNAc proteins:
TRGV5, TVBL4, HV320, TM275, MRCOL, EXC1L, TVB74, TVBK3, FEZF1, DEND3, MTMRB, PI4P2, POTEF, ARB2P, U17L3, LIRA5, S22AV, O6C75, SHSA7, TCPQL, SIG16, O4C45, P12LL, D11L8, ARG33, CD15L, YQ037, ZN487, TDR15, ERVV1, NACAM, ADAS, TAF4, CLIC1, MATN2, LORF2, ACACB, ARI1A, NCKP5, IRS4, ADA10, ZN609, SC16A, MCF2L, ERC2, ARHGB, FANCG, TNC18, MRP5, SIA8E, DDX3Y, MEFV, TET3, TTI1, SI1L1, SERA, M3K13, SNUT1, MTSS1, ZN208, HXA3, HNRPR, IF4G3, FOXO3, KCNQ2, LAT, BUD23, MYO1B, NRDC, S28A2, KIF1C, ADCY3, JIP4, SI1L3, TRAK2, L37A3, OPA1, GANP, KDM1A, FZD6, PLIN3, F262, SH21A, MMP20, ROCK2, LRP5, GLRA3, ZN217, USH2A, MYCB2, NU155, P3C2G, NALF2, CABYR, CDKA2, TRIO, C1QRF, CBPD, OR7C1, RECQ4, RECQ5, BAIP3, ATG12, NFASC, SRBS2, PCF11, ABLM3, SC31A, KCNK2, UBR5, AGFG2, SPN1, UBE4B, SCEL, CAC1H, RTN3, EPN2, STBD1, OR6A2, KCNH1, SMC2, TACC2, ZBT7A, CLD9, AGRL2, GLP2R, LGI1, MBD3, ANGT, EGF, IL2RA, LV223, IGHG3, IGHG4, IGHM, CO1A1, CO2A1, CO3A1, CO4A1, FETA, HMDH, A1BG, TBB4A, CP1A1, RPN2, ALDH2, HEP2, CO5A2, INSR, GELS, TY3H, ACBP, LDHB, NFM, CATD, TBB5, CBG, PFKAM, INHBA, CO4A2, IL6RA, PKHD1, HXB5, DLDH, IFI6, DANCR, DU4L4, O13C7, CC192, EFCE2, TZAP, LYAG, TGFB3, HSP7C, PSG1, MPRI, PRPS2, FGF5, COBA1, CO6A3, RLBP1, KCRU, MYH1, HEM1, K1C13, CO6, COBA2, ENPL, ATF2, VAV, IGLL1, PGCA, ZN823, HSP76, JUND, PFKAL, EGR1, XRCC1, K2C4, CADH2, TSN8, LFA3, ITIH1, TYPH, PSB1, CO9A1, C4BPB, NEBU, PRPS3, FLNA, NF1, MUTA, TENX, IDS, PROZ, KS6B1, PTPRZ, MYL9, CO8A2, ITA3, 3BHS2, SYVC, PON1, VATL, CD82, MAP4, TPP2, EPHA8, CO4A5, MPIP1, V2R, SC6A1, CLIP1, HXD11, 3HIDH, PRDX2, DSG3, C2TA, ACSL1, CSTF2, MRP1, MCM7, BMP8B, HSP74, TRY3, PCGF2, ADML, ADA1A, GGT2, VATA, GRP75, COFA1, PK3CB, PI4KA, CNDD3, THIM, MAGAC, ABCG1, KI67, NOP2, UTRN, PA24A, OR1D4, TNFL6, SC6A8, IREB2, PK3CG, RPIA, SYCC, RBP2, RGS3, GSK3B, MNX1, F10A1, LRBA, TCPD, SMCA2, GALK1, HCFC1, IRAK1, DHB4, NEK3, ROA3, MYOM1, IMA1, JAK3, ZN142, EFNA4, SMTN, SC24C, ATX3, SYYC, HSP72, RD23A, GYS2, LMIP, SYMC, DPOE2, HDAC4, PER3, BACE1, BCAR1, CORO7, KCNKA, SESN2, FOXL2, ATS20, C1QT8, SIA8F, RS6, VPK21, POK7, HBA, RNF4, IRX4, DEN2B, SSBP2, RT05, EFNB1, AT8B2, EM55, HXC5, PLCB2, PSG9, E2F1, CO4A3, OCRL, NAAA, CO7A1, DSG1, MUC3A, GUC2D, AKA12, DYST, CREM, ROM1, KIME, COAA1, COEA1, KDSR, ZO1, SOS2, PP2BA, DHX9, CACB2, GOGA3, CLM6, SPIR1, EP300, AHNK, KLH30, MN1, SIAT6, WASC5, KCMA1, RB40B, DLG1, NFAC3, ABR, STK4, CSN1, IFT88, KLF10, RFA4, PSMD2, MMRN1, M3K1, IFIT5, PDE3B, ADAM9, BIRC2, OLIG2, CUL4B, DYR1A, PTC1, THOC5, CAYP1, CDK13, CO4A6, NID2, VEZF1, DELE1, BTG3, DYHC1, NPAT, E2F2, FLNC, LRC32, NF2L1, FAT1, HABP2, SCN5A, ITIH4, TRIPC, NCOA6, MBTP1, PTCA, ICAM4, MYPC3, COJA1, NAA25, CND1, ACAP1, SETB1, RRS1, RYR3, KS6A1, SURF1, TAF7, OR7A5, PCH2, MED1, JHD2C, U2AFM, HERC1, CAC1E, B2LA1, MIA, QPCT, RTN1, PPR3A, SIA4B, PTPRN, SYT16, COOA1, DOK7, CSPP1, INF2, MICB, KI26B, BLTP1, MGAL, SC5A9, RPEL1, TMM44, SMTL2, COSA1, KLH38, FR1L6, S4A8, RGL3, WDR72, CCD14, C2CD3, HYDIN, SRCRM, GREB1, SEZ6, DHB12, SETMR, SDK2, DCAF6, ACTMP, ACBG2, ESCO1, FREM1, PWP3B, BRD10, MTX3, AKAP4, PREP, RRP12, FRPD3, DOP1, SNP47, MUC21, SAPC1, SNPC4, EYS, MRP7, RBM20, ZFY27, CAMP1, RM02, ADIPL, LITD1, KANK4, TTBK1, MTCL3, BIG3, STPG1, RAIN, RIF1, OBSCN, MRCKA, EF1A3, AGAP9, TCRGL, RSBN1, C1QL3, DEN4C, RRAGB, USPL1, EST4A, RN123, RN213, EGFLA, TENS2, SAXO2, ICE2, MAP1S, B3GNL, RPGP2, NR3L1, USF3, ZFY26, CR063, S31H1, WWC2, BLT3A, MRCKG, RGPA1, NADE, CPZIP, ALKB2, DHX57, MSD2, ACSM6, BGP11, ZN549, CCD62, S2534, TXD11, XKR2, GP179, TRAF7, CORO6, ARL9, ANR11, CRTC1, CSPG4, CP20A, EST3, PRS57, XKR5, PAMR1, ITIH6, FAT4, NHLC1, BCOR, IGS10, GGYF2, ATL5, EMAL6, NFXL1, ALKMO, NBEL2, DMP46, NBEL1, RFLA, CFA47, TPGS1, UBN2, MROH5, TPRG1, PHLP2, ACD11, UBP54, UBP43, UB2R2, MD13L, KNDC1, SND1, TEDC2, NDUF7, FA2H, VASH1, GRP2, CXXC5, ZCCHV, GLUCM, VP35L, MIER3, CA2D4, ZFY16, CSMD3, LFG1, PK1L2, GDF7, HEAT3, MDGA2, BRAP, MUC19, RBBP6, SH3R1, RAB44, TAF8, TARSH, VP13B, TMED4, UBP37, K1328, ALPK2, ACOT1, CN023, PABP2, MTA70, LYRIC, BCL9L, GGN, CASZ1, VASH2, MOGT3, NAL14, NLRC5, HEAT4, RLGPB, CIR1, MICU3, HOGA1, GA2L3, PRSR1, ZGRF1, THNS2, C2CD5, KR191, TMTC1, AHNK2, MGAP, ANKH1, LMTD2, ZC3H3, SP8, MILK2, REM2, ELMD2, CORA1, MAML2, DSEL, MIER1, INT1, SCML4, LRC43, CIART, CLIP4, CMYA5, PRR18, T151A, PAQR4, FBXL6, SRBD1, NKAP, TBC19, MEIOB, IGSF1, TEX26, ARFG2, ARI2O, SIGL1, DCBD1, AMER3, ABTB2, SYT2, TRIML, DAAF3, LMTD1, LMBL4, FANCB, NHLC2, DRAXI, SIDT2, DHB11, P5I13, CAMKV, MACA2, SMG8, RN214, HMCN2, CC168, RB15B, TNR6A, BHE23, DIK2A, CC112, ZSWM2, ZMIZ2, COMA1, MYRIP, NEK11, O4F15, O51S1, OR6T1, OR6K6, O10R2, OR1FC, LIRB1, KI18A, NPL4, MUC7, ALMS1, LKAM1, MO2R1, DSCL1, GTR14, GRP4, ACTT1, CHD5, DMXL2, DLG5, HAVR2, LMX1A, SH3R3, FBF1, FNIP1, ZN526, SETD7, COG1, FRS2, LMO7, TCP11, NELFB, PALLD, ATRIP, STON2, AGRV1, CNKR2, MUC16, ASB15, TITIN, S39A7, NR4A3, MAML1, HS105, AKAP1, RYR2, TENR, RREB1, CBP, PRG4, GLMN, DVL3, TNR25, SBP2L, NKD2, POP5, P33MX, SOSB2, RPE, CR3L1, MSI2H, NXPE2, SGTB, TV23C, DTBP1, MCRS1, MISP3, LRC46, CFA36, FUBP3, BOD1, HPDL, LRIG1, M4A14, DYH8, VPS39, SPTCS, MAML3, ZN333, LCOR, MY15B, S35E1, PHAR3, P12L2, ALPK3, IFT74, PRRC1, CCDC7, DNHD1, HARB1, CFA44, SPT33, TTC14, HUTU, LRRC7, QRFPR, GPR78, NOE3, PGRP2, ARHGH, GBP4, SIG12, PP1RA, DEPD7, PHF12, MAGI1, TAAR9, MED15, GCP5, HMCN1, CRML, WDR24, S22AC, TM209, CP2S1, NIBA2, STAC, AGAP2, PLIN2, PKP4, PI3R4, PMYT1, EPYC, LYST, COCA1, SMAD5, ZNT3, TEP1, TBL1Y, SLF1, SYT15, TIRR, PSF3, ZN649, CRDL1, ZSA5A, TBB2B, TRPM6, C1QT4, PINK1, COPA1, TEX15, AN30A, PECR, K1671, CDHR2, GSDMC, TRI55, PITM3, CPEB1, BARH1, IRX2, CFA74, TANC1, LNP, ASXL3, SRCN1, WDR33, ARP3C, BRD8, RBM38, I2BPL, TRPV6, S6A17, GBA3, CAD23, VPS11, SLK, HIPK2, ATS10, E41LB, UBQL3, KDM4C, SEM6C, RIBC2, PDZD7, AT133, MT21D, CCNP, GORS2, PANK3, SPE39, AGO3, RPA2, S28A3, LY9, TENS1, TM165, NCKX3, MUC5B, CAN10, SPON1, NCOA5, TANC2, PLXA4, TRI39, PDE11, WDR6, MLXPL, OSGEP, UBN1, MEPE, ANO2, BIRC6, ARHG4, KCNQ5, MXRA5, 4ET, SH2B1, SNRK, KCNH7, SIA7A, LRC4B, MDN1, FX4L1, ZBT40, DECR2, SPS2L, HAUS2, AKIP, OXSM, SIR5, ZDHC7, ING3, SNTG2, SO1C1, DACT1, CELR1, CELR3, ERAP1, PDXL2, DTL, PA2GE, MYOF, CNOT2, LRP1B, FOXJ2, AKA7G, YP008, SIRPG, PHRF1, PLCE1, ZSWM5, DYH2, JCAD, FPRP, CT2NL, CHD7, HTR5B, F135A, UNC79, RRBP1, UBP35, KANL3, NYNRI, ZN219, HNF6, MYO1A, DBF4A, KCNN3, AAKG2, RPGFL, MED13, VAX2, ENPP5, DP13A, BORG2, TLK1, PO2F3, MUC12, CDV3, TEN1, TRPC5, PADI1, DEN2A, F184B, INO80, MRTFB, ZBT21, HECD1, ZMYD8, CAPS1, COHA1, KMT2B, BARX2, PCDGK, PACN2, ATS8, BSN, LHX6, MACF1, PHF8, IQEC3, LIMC1, ANR26, UBP24, CBPC1, TUTLB, SRRM2, CNTN6, CHKB, RT33, ZN652, SL9A8, ANKR6, PKHA6, SIK3, YBOX2, COG6, ZBT32, LSM2, PHOCN, RTCB, GRIP1, WNK2, HBS1L, LMBL1, DMXL1, ARIP4, MTCL1, CRBG1, PRC2C, YTHD2, PCDB7, SPO11, CD2AP, ENTP2, CERT, MRCKB, NR2E3, HEBP2, NCOR2, COX11, AP1M2, NCOA3, M3K4
Species: Homo sapiens
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Chen Y, Tang F, Qin H, Yue X, Nie Y, Huang W, Ye M. Endo-M Mediated Chemoenzymatic Approach Enables Reversible Glycopeptide Labeling for O-GlcNAcylation Analysis. Angewandte Chemie (International ed. in English) 2022 61(23) 35289036
Abstract:
To selectively enrich O-linked β-N-acetylglucosamine (O-GlcNAc) peptides in their original form from complex samples, we report the first reversible chemoenzymatic labeling approach for proteomic analysis. In this strategy, the O-GlcNAc moieties are ligated with long N-glycans using an Endo-M mutant, which enables the enrichment of the labeled glycopeptides by hydrophilic interaction liquid chromatography (HILIC). The attached glycans on the enriched glycopeptides are removed by wild-type Endo-M/S to restore the O-GlcNAc moiety. Compared with classic chemoenzymatic labeling, this approach enables the tag-free identification, and eliminates the interference of bulky tags in glycopeptide detection. This approach presents a unique avenue for the proteome-wide analysis of protein O-GlcNAcylation to promote its mechanism research.
O-GlcNAc proteins:
TM271, HEAT9, SBNO1, P121B, GGT3, TAF4, AGRIN, MEIS1, RNT2, NFIB, MA2B1, CDKA1, ABLM1, ADA10, KMT2D, MYPT1, ZN609, SC16A, PLXB2, SET1A, VA0E1, TNC18, TLR3, TET3, PRPF3, IF4G3, ZN207, AKAP8, CALU, EXTL3, PCDH7, TRAK2, GANP, TSN3, MAFK, KERA, SRGP2, ANR17, NCOR1, U520, CRTAP, ATRN, CBPD, RMP, TOX4, SC24D, SRBS2, SUN1, ERLN2, PCF11, SCAF4, VAPB, SMC2, SC24B, CNOT4, EGFR, HPT, GLHA, LMNA, NU3M, VTNC, GCR, A1BG, K2C1, HSPB1, RPN1, AT1B1, K1C18, K2C8, ITAV, GDN, TRY1, SAP, MET, NFIC, VIME, K2C7, SNRPA, UCRIL, ATX1L, NT2NC, LYAG, LAMC1, PPAL, LAMP1, MPRI, TPR, SKIL, T2FB, GLU2B, NID1, PO2F1, MCP, ZEP1, CD36, ATF7, EGR1, SON, ATF1, ICAL, CO5A1, ASPG, SFPQ, ITA3, NKG2A, ARNT, TEAD1, 3MG, TKT, UFO, HXA11, HXC9, ZEP2, HNRH1, ELF1, CD68, RFC1, FBN1, NU214, RL4, SCNNA, SRP14, NUP62, TAGL2, CUX1, IL6RB, PBX2, STAT3, NBL1, LAP2A, LAP2B, LIFR, PCP, ECE1, MUC18, MATR3, SSRB, VDAC2, ATRX, NOTC1, UTRN, RFX5, HSP13, CCN3, AGRE5, NR2C2, CDK8, CENPF, YLPM1, RBM25, NU153, RBP2, TAF6, EMD, PPT1, SMCA4, HCFC1, AGFG1, NUP98, PTTG, ATX1, AT1B3, AF17, DSRAD, LAMB2, CAD13, ITA1, NU107, TGFB2, ACTG, CXAR, PITX1, CNTP1, ABCA4, PHC1, ADA17, KGD4, SARNP, FOXK1, DAB2, HNRPU, SPTB2, FOXK2, MEF2A, SP3, PLOD1, KMT2A, UPAR, IF4G1, NOTC2, SRS11, SUH, MFGM, AHNK, TMM62, GALT1, BST2, SIA4C, ASPH, BPTF, NFIA, FOXC1, ADAM9, NFAC2, MAMD1, NAB1, TBB3, PKD2, LAMB3, KLF5, NFYC, CDK13, SCRB2, LRP8, VEZF1, UBP2L, LAGE3, MDC1, RRP1B, MEF2D, ARI5B, NUMA1, PON2, RCN1, TAF1C, SF01, MED1, JHD2C, ELF2, TAB1, ZFHX3, ZYX, ADRM1, LAMA4, TAF9, FOXD1, LAMA3, RFX7, QSER1, SVEP1, SYTL3, EPC2, LUZP6, CRTC2, YIF1B, BCORL, BRD10, PRC2B, ZN362, LRIF1, UBAP2, RBM26, VP13D, RPRD2, RN220, ZN318, TASO2, ECM29, ARID2, SE1L3, BICRL, SCAR3, NIPBL, LIN54, FSTL4, TET2, ZNT6, GOLM2, NFRKB, S39A4, ZC3HE, FIP1, CRTC3, PLGT2, SUSD1, MCAF1, BCOR, IGS10, B3GLT, CD109, FRRS1, SRCAP, NBEL1, UBN2, RAPH1, HAKAI, ASXL2, SPT6H, KDM3B, NRK, NUP54, POGZ, MAVS, PK1L3, PLGT3, EMSY, RAI1, YTHD3, LDB1, LYRIC, OSTM1, PRSR1, DDX42, P66A, FOXP4, CTL2, TEX2, MGAP, ANKH1, SUGP1, NUP93, PLD6, FNBP4, ARFG1, PMGT2, GOLM1, PGLT1, TM87A, CA131, PHC3, SP20H, ARI1B, NUP35, OR6C4, VA0E2, PLBL2, PUM2, SPP2B, DLG5, GPX8, PO210, ZN384, LMO7, MUC16, P66B, BBX, SMG7, NICA, TM131, PHF3, TAF4B, GGH, GSLG1, FUBP2, LPP, NCLN, TTC17, FKB10, TOM6, PF21A, RBM33, I17RA, P121A, PDLI5, CREL1, FUBP3, TXD15, LOXL4, VCIP1, CHAP1, Z512B, ZFR, EP400, HUTU, RBM14, KI20B, PHF12, PANX1, CIC, MED15, ERBIN, JMJD8, MINT, TEAD3, SEM3C, WAC, DIDO1, HNRL1, TM109, NUP58, M4A8, YTHD1, ULBP3, AMRA1, TANC1, TWSG1, S22A4, SP130, APC1, I2BPL, WNT5B, VP33B, EPC1, ADNP, ZN106, FOXP1, PTN23, WNK1, SIA7D, ZHX3, PIEZ2, SG196, TM231, PEAK1, DOCK5, CF155, CNO10, MLXIP, SIAE, PKHA5, RC3H2, TAF9B, ZBT20, NCOA5, TANC2, ZN532, CELR2, APMAP, ABCB9, CHSTB, UBN1, NECT3, PDLI7, RBM12, OCAD1, CARF, ETAA1, HXC10, TAB2, CELR1, CDK12, CNOT2, CRIM1, TMEM9, RCC2, CHD7, RBM27, KANL3, MRC2, SUCO, TCF20, SUN2, UBQL2, LCAP, GGT7, TASOR, GMEB2, ZHX1, DSE, WWC3, MRTFB, ZBT21, PRR12, YETS2, NOTC3, KMT2B, PRP19, MINP1, SCAF8, ZC3H4, SRRM2, SCML2, UST, ICE1, ZN281, DAAM1, IRS2, PRC2C, NCOR2, NPTN, GMEB1, POMT1, S4A7, S23IP
Species: Homo sapiens
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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, BLT3B, 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, ABTB3, 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, S2512, 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, RIGI, 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, 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, CF210, 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, PRP4K, 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, CTSRT, SGO2, CC178, ODFP2, CAVN4, FSIP2, UROL1, ZN628, TRI61, ESCO1, ZN789, BCORL, ZMAT1, PP6R3, DCA17, FSCB, BRD10, 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, S31H1, CRBG3, FRPD2, RHG17, DUS29, C19L1, VIR, CYTSA, ZN660, REP15, BLT3A, SP5, CARL2, K0930, JADE1, SNR48, CAPR2, SPOPL, CCSAP, PKHA7, ADNP2, IF5AL, GRHL2, ZN425, ACD10, IFIX, NIPBL, LIN54, R7BP, TET2, TEN4, Z280D, NAA16, RADX, SANBR, 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, GASP3, 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, 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, SACDR, RTKN2, SAM14, KMT2E, DOCK3, ABI1, ASPM, F185A, CA087, IQCK, SPG16, SPART, SPICE, TTC5, TAGAP, RPTOR, EID3, AHI1, ZN567, ZN687, REXO1, S6OS1, 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, GAR2, FSIP1, ZN383, PNDC1, FA47B, MARHA, KBTB3, CI106, CAST3, ZBT38, CH058, SMYD1, UN13C, KY, CK072, ZN114, SERB1, HJURP, SEN2, GLBL3, MACA2, 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, GAR3, 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, GCNA, 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, HAUS8, ALKB7, DIDO1, MTA3, DCNL5, RAMAC, FAP24, LRRC1, MED18, RCAF1, SCMC3, THUM3, CP250, KTNB1, PHF20, RUSC1, RIOK2, TIM21, KIFC1, HIRP3, TRAIP, FUND2, CYREN, CDCA7, MND1, CAR10, NADAP, GATA5, SYCP2, FANCJ, SRBS1, CARD6, ZN471, OSB10, RFIP5, SPZ1, CAR14, CAR11, T121B, TGT, TDRD1, TEX15, RNF17, STK31, UBP26, OSBL1, FACD2, AN30A, MAK16, SCAPE, DGC6L, RTF2, PECR, LRRC3, RNF26, SCOT2, RM01, ACE2, MSTRO, HYCCI, YTHD1, LRRC2, NEUL, PBX4, BCDO2, CEP41, SETD2, TBD2A, LDH6B, PANK2, NSD3, NUF2, PUS3, BARH1, OSBL7, UACA, REN3B, NIBA1, UBXN6, TRI15, TRIM4, F117A, SPEF2, LRCC1, ZFHX2, CFA74, AMRA1, CE295, ZY11B, TANC1, XPO4, GRIP2, ASXL3, CEP44, ZN407, SRCN1, CCSE1, WDR33, TGIF2, ROGDI, REXO4, NXF2, MFF, DRC3, CLPB, LSG1, NUAK2, NAT10, IQCN, ILKAP, SP130, UBP44, BRD8, RGAP1, PUS7L, ZCPW1, GZF1, BC11A, I2BPL, ISCU, RSPH9, VPS11, AL8A1, TARA, EPC1, CI037, PDCL3, ADNP, TNMD, RBP17, IPYR2, MIXL1, HIPK2, ZN106, E41LB, UBQL3, YI012, MOD5, GHITM, BOLA2, BORG4, UN45A, DSN1, CA198, RBSK, FN3K, WNK1, PLK3, E41L1, EMRE, PRD12, ZN644, VIAAT, THAP9, BICC1, CCD86, MYH16, CIAO3, ACSS3, BCAS3, ZN552, ASB8, SH24A, SMYD3, MB12B, ZN665, CCSE2, ZN430, NOL11, PAAT, MINY3, ECT2, F204A, CF208, ANKZ1, GHC1, PPIP2, MARH7, CNO10, SPE39, ANRA2, UNKL, RPF1, RPA2, SYCM, NMNA1, MLXIP, RENT2, BRF2, CLSPN, BCDO1, PRD16, PKHA1, AS3MT, TENS1, NMRL1, SPC25, TAF9B, Z286A, TPC, MRM3, GPBL1, CENPJ, ZBT20, HES4, NCOA5, TANC2, ZN532, SYTL2, MAGE1, K1586, ZSWM6, ZDBF2, CHD8, GPAT1, FBSL, ZN304, NDF4, HMX1, S40A1, GCM1, VTA1, EXOS4, UBN1, MKKS, MED4, SCRT2, CK016, PLCB1, A1CF, DDX4, DMRT3, INCE, PRDM9, BIN3, ENTP7, BIRC6, PDLI7, ACSA, DYRK4, ANM8, ASH1L, KLHL1, TSH2, SMYD2, SNRK, TBG2, STRN4, ZN277, LATS2, C42S1, PNO1, TOPRS, MBIP1, RAD18, HOME2, SALL1, ZN275, BRWD1, KLC4, AT8A2, DEPP1, CTSRZ, ZF64B, ECHD1, RBM12, ANKE1, MDN1, UFSP2, MITOS, OTULL, TYDP1, POTE1, DCA13, NUD15, RN19A, TYW1, EXOC1, UQCC1, MED17, TBC13, DJC11, INT7, FANCI, INT13, DZAN1, FAIM1, INT10, KTU, TBCC1, RPC2, RBM28, RBM22, BSDC1, WDR70, SLTM, SMOX, PIHD1, PARI, RMND1, BABA1, THG1, HPF1, IRAK4, TXN4B, NDUBB, MARH5, SYBU, MTMRA, TEX10, CNTLN, TRM1, CARF, NSE4A, DDX43, DPP3, ETAA1, ABI2, DYH9, HXC10, DACT1, FA53C, BCLF1, TAB2, CDK12, SMAL1, SACS, MAT2B, MYOF, ITSN2, ARHGC, CNOT2, VSX1, CWC15, RAI14, H2AW, RM27, VPS54, CAMP3, PHRF1, DAPLE, ZFAT, RELCH, DIP2B, JCAD, SLAI2, BAHC1, PAK5, CHD7, F135A, RRBP1, MAP10, CE126, CPSF2, KLHL9, SYLC, C2D2A, DISP3, TBC14, RBM27, KANL3, HECW2, STAR9, RERE, ANKY1, IMPCT, HNF6, HSFX1, RBX2, MYOTI, PRGC1, ARP21, GULP1, SAE2, POLK, DBF4A, NXF1, ZMYM2, REV1, ZNF70, S14L4, DAXX, ADDG, HYPDH, FXL17, CCD39, ABCF2, S23A2, AAKG2, KDM5B, SYWM, TCF20, SUN2, NDOR1, AFF4, SEPT9, UBQL2, IP6K2, NUFP1, SMPX, S30BP, MED13, PFD2, NRBP, FEZ2, EVL, CTNA3, XPO7, BAZ2B, BAZ2A, BAZ1B, HERC5, SIX4, ZMYM5, HACL1, STAG3, HOOK1, NGAP, ZN391, SALL4, S2513, FBXL7, ZN112, DBNL, ZN229, ZN180, HSPB8, KS6A6, DBR1, FBXL4, FBXL2, GMEB2, PO2F3, GPTC8, C8AP2, FBX4, FBXW2, IKZF3, TRHDE, HDAC9, ACINU, AGO2, NUP50, ZHX1, DSE, SARDH, CFA45, AGO1, ZN236, ZN214, MKLN1, NRX1A, PADI1, ZN777, INTU, ZN608, WWC3, F184B, INO80, KDIS, MRTFB, ZBT21, NEB1, AT7L1, K1210, PKHG1, SHRM4, PKHH1, YETS2, CNOT6, HECD1, ZMYD8, HSF4, PADI4, APC10, MYO6, SPAT2, KMT2B, CAN11, PHTF1, MAGD2, CSN3, TTF2, BSN, MACF1, SCAF8, TRI33, PHF8, LIMC1, TRI35, TNR6B, PLCL2, EXOC7, SMAG1, CE164, CBPC1, SATB2, UN13A, DICER, SRRM2, PA2G4, CD11A, CTND2, BAIP2, SCML2, RUVB2, CDYL, HIG1A, AKT3, PRLD1, PLAP, T53G5, ADIP, ICE1, EFR3B, PKHA6, MAST1, AMOL2, ZBTB1, KDM2A, FRM4B, FAN1, KLH20, CRYL1, AXIN2, GUAD, MAN1, TR150, MED16, ZBT32, MTO1, SYYM, ZBT12, CAB39, LC7L2, RBMX2, HDGR3, BOLA1, STA13, T22D4, RL36, C2CD2, HBS1L, ZN175, DMXL1, TRRAP, MTCL1, ZN451, WDR7, C170B, RIPR2, TLN2, DTNA, CRBG1, LAS1L, AFG32, PRC2C, PPME1, TRI17, CEP83, PAXB1, SP16H, MAGD1, KLF2, SNX5, LRRF2, FHOD1, IRAK3, NCOR2, GMEB1, BIG2, MD1L1, RM42, ATP23, SNCAP, CABIN, OAS3, NEMO, SQOR, NCOA3, NUMBL, Z780B, CCD61, SCIN, PCLO, SETBP, MORC2, NS1BP
Species: Homo sapiens
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Wang S, Yang F, Petyuk VA, Shukla AK, Monroe ME, Gritsenko MA, Rodland KD, Smith RD, Qian WJ, Gong CX, Liu T. Quantitative proteomics identifies altered O-GlcNAcylation of structural, synaptic and memory-associated proteins in Alzheimer's disease. The Journal of pathology 2017 243(1) 28657654
Abstract:
Protein modification by O-linked β-N-acetylglucosamine (O-GlcNAc) is emerging as an important factor in the pathogenesis of sporadic Alzheimer's disease (AD); however, detailed molecular characterization of this important protein post-translational modification at the proteome level has been highly challenging, owing to its low stoichiometry and labile nature. Herein, we report the most comprehensive, quantitative proteomics analysis for protein O-GlcNAcylation in postmortem human brain tissues with and without AD by the use of isobaric tandem mass tag labelling, chemoenzymatic photocleavage enrichment, and liquid chromatography coupled to mass spectrometry. A total of 1850 O-GlcNAc peptides covering 1094 O-GlcNAcylation sites were identified from 530 proteins in the human brain. One hundred and thirty-one O-GlcNAc peptides covering 81 proteins were altered in AD brains as compared with controls (q < 0.05). Moreover, alteration of O-GlcNAc peptide abundance could be attributed more to O-GlcNAcylation level than to protein level changes. The altered O-GlcNAcylated proteins belong to several structural and functional categories, including synaptic proteins, cytoskeleton proteins, and memory-associated proteins. These findings suggest that dysregulation of O-GlcNAcylation of multiple brain proteins may be involved in the development of sporadic AD. Copyright © 2017 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
O-GlcNAc proteins:
SBNO1, F221A, CNOT1, WIPF3, MYO9A, APBB1, TAF4, P3C2A, DLGP1, C2C2L, DC1I1, CTRO, NCAN, ABLM1, KMT2D, MYPT1, PDZD2, RIMB2, TCPR2, ERC2, ANR28, LAMA5, OGT1, CLOCK, SI1L1, M3K13, HS12A, CP110, MTSS1, M3K7, TPD54, IF4G3, E41L2, FOXO3, KCNQ3, RNF13, MYPT2, AP180, PLIN3, MOT2, MAFK, HCN1, SLIT3, CLAP2, DEPD5, LIPA3, PP6R2, ANR17, LIPA4, NCOR1, GGYF1, HSBP1, ATRN, FLOT1, SYUG, TPPP, TOX4, SRBS2, TOX, ABLM3, AGFG2, RTN3, KCNH1, VAPB, ZFYV9, SC24B, CNOT4, ZMYM6, BAG3, DDAH2, ABL1, CRYAB, LMNA, MBP, FUCO, GCR, G3P, HSPB1, APOD, PERM, IF2A, NFL, NFM, SAP, VIME, CO4A, AN34C, ATX1L, ELFN1, DERPC, CALM1, CALM2, CALM3, LYAG, LAMC1, MTAP2, EPB41, BCR, LAMP1, PABP1, NFH, CO6A2, CO6A3, TPR, SKI, CSPG2, GFAP, KPYM, GNS, ZEP1, ARSB, ITB4, STMN1, ATF7, SYN1, NEUM, EGR1, SON, ELK1, TFE3, CSK22, ICAL, MAG, CSRP1, VDAC1, TENX, CBL, PTPRZ, OMGP, LAMA2, TENA, APC, DNJB2, MAP4, PTPRM, CLIP1, ZEP2, L1CAM, HS71L, CTNB1, ADDA, NU214, NUP62, SYUA, VATA, CUX1, STAT3, PTGDS, GRM5, GRIA1, MATR3, ATRX, NOTC1, MAP1B, SC6A8, PRC2A, UB2R1, NU153, RBP2, GSK3A, TAF6, TOB1, PPT1, FXR2, MECP2, HCFC1, AGFG1, NUP98, ATX1, DSRAD, LAMB2, CAD13, TPD52, STX17, MYPR, CSK21, F193A, SHPS1, IF4G2, PHC1, MAP1A, BASP1, KGD4, FOXK1, PGBM, RHG04, HNRPU, SPTB2, ANK2, NAAA, DYST, NOTC2, TLE2, TLE4, NMDZ1, MEF2C, ZO1, ACK1, LG3BP, DEMA, CAMP2, AHNK, BPTF, CNTN1, ANK3, ROA0, GPS2, MTA1, LSAMP, GAB1, PICAL, ASAH1, RIPK1, KCC2B, BMPR2, VEZF1, UBP2L, GIT2, DPYL1, DCTN1, SRC8, PUM1, EPN4, RRP1B, NCOA6, KCNB1, LASP1, CRYM, NFIX, NUMA1, SHPRH, HECAM, IF4H, PLEC, PTPRR, PTPA, NCOA2, SF01, JHD2C, T22D1, PI5PA, TAB1, NCOA1, ZYX, SYUB, ADRM1, CCDC6, AINX, DPYL2, NTRK2, TBR1, RTN1, RFX7, QSER1, AAK1, QRIC1, MA7D1, TBC25, TB10B, TPRN, FIL1L, SVEP1, GRAP1, AMOT, CCD93, IGS11, ARMX4, NHLC3, PRC2B, SNP47, CE170, ZEP3, SKT, UBAP2, RBM26, AHDC1, VP13D, MRCKA, RPRD2, RN220, F1711, TASO2, MLIP, PAPD7, TENS2, KANK2, CRBG3, ANR40, ABLM2, CAPR2, LIN54, F117B, SCYL2, NFRKB, MDEAS, ZC3HE, LARP1, FIP1, PAMR1, MCAF1, MPRIP, GGYF2, NFXL1, PPR3F, K154L, RAPH1, UB2R2, HAKAI, MTSS2, ASXL2, CEP68, SPT6H, SYT13, MICA3, GRIN1, POGZ, ZFY16, MAVS, EMSY, RBBP6, SH3R1, HUWE1, YTHD3, FLIP1, LYRIC, RIMS1, F124A, LUZP1, PACS2, RLGPB, P66A, KCC1D, AHNK2, NAV3, TEX2, MGAP, CC28A, UBR1, ANKH1, NPAS3, MILK2, ULK2, PHAR4, DCP1B, SPART, CEND, RPTOR, KT222, ZN687, DOCK4, SYNPO, FNBP4, MINK1, OXR1, AVL9, CAMKV, SLAI1, NUP35, REPS2, NBEA, MYRIP, SVIP, PLBL2, NCOA7, TBC15, NEK9, DLG5, GEMI5, WIPF2, F222B, SMAP2, TM263, ZFN2B, LMO7, CTL1, ATX2L, PALLD, CSKI1, MADD, P66B, BAALC, ZCH14, LAR4B, PTPRU, RYR2, TAF4B, SYN2, DDX17, GPKOW, FUBP2, ARHG2, LPP, SNX21, MRTFA, SH3K1, PF21A, ATG2B, PLD4, REPS1, CYFP2, PHIPL, PGCB, PDLI5, MAP6, VCIP1, ZFR, EP400, SPT33, DOCK7, LRRC7, RBM14, NED4L, QKI, SYGP1, LMTK3, PLIN4, ARX, CIC, MED15, KKCC2, MINT, PKP4, ATX2, SH3G3, DPH2, KTNB1, TPPP3, SRBS1, BBS2, YTHD1, WNK3, CFA74, ZCHC2, TB182, AMRA1, ZC12C, SRCN1, SP130, BRD8, WDR13, EPC1, CA198, WNK1, E41L1, ZHX3, VIAAT, Z385D, DOCK5, GORS2, JUPI2, MA6D1, SIAE, PKHA5, RC3H2, TENS1, EMAL4, ZBT20, TANC2, E41LA, APMAP, ARFG3, GEPH, ENTP7, BMP2K, RN146, STAU2, T106B, CARF, TAB2, GGA3, ARHGC, SPN90, DLGP2, CAMP3, PHRF1, PLCE1, STOX2, KANL3, ARP21, S30BP, NRBP, CDC23, GGA2, AKA11, GMEB2, TNIK, PARP4, HCN2, MRTFB, YETS2, EPDR1, NOTC3, SPAT2, SYNRG, G3BP2, BSN, SCAF8, LIMC1, TRAK1, SHAN2, RIMS2, SRRM2, CTND2, JIP1, KCC2A, DLGP4, E41L3, GIT1, WNK2, C2CD2, TLN1, ARIP4, MTCL1, DCAF1, RPGF2, PRC2C, SHAN1, FLVC1, NCOR2, GMEB1, EMIL1, EPN1, NUMBL, M3K4, PCLO, ZHX2, S23IP
Species: Homo sapiens
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Leung MC, Hitchen PG, Ward DG, Messer AE, Marston SB. Z-band alternatively spliced PDZ motif protein (ZASP) is the major O-linked β-N-acetylglucosamine-substituted protein in human heart myofibrils. The Journal of biological chemistry 2013 288(7) 23271734
Abstract:
We studied O-linked β-N-acetylglucosamine (O-GlcNAc) modification of contractile proteins in human heart using SDS-PAGE and three detection methods: specific enzymatic conjugation of O-GlcNAc with UDP-N-azidoacetylgalactosamine (UDP-GalNAz) that is then linked to a tetramethylrhodamine fluorescent tag and CTD110.6 and RL2 monoclonal antibodies to O-GlcNAc. All three methods showed that O-GlcNAc modification was predominantly in a group of bands ~90 kDa that did not correspond to any of the major myofibrillar proteins. MALDI-MS/MS identified the 90-kDa band as the protein ZASP (Z-band alternatively spliced PDZ motif protein), a minor component of the Z-disc (about 1 per 400 α-actinin) important for myofibrillar development and mechanotransduction. This was confirmed by the co-localization of O-GlcNAc and ZASP in Western blotting and by immunofluorescence microscopy. O-GlcNAcylation of ZASP increased in diseased heart, being 49 ± 5% of all O-GlcNAc in donor, 68 ± 9% in end-stage failing heart, and 76 ± 6% in myectomy muscle samples (donor versus myectomy p < 0.05). ZASP is only 22% of all O-GlcNAcylated proteins in mouse heart myofibrils.
O-GlcNAc proteins:
LAMA5, ACTN4, LDB3, NEBL, SRBS2, BAG3, CRYAA, CRYAB, LMNA, K2C1, ATPB, KCRM, TPM2, MYL3, VIME, TPM1, HS71A, HS71B, MLRV, HSP7C, CO6A1, CO6A2, MYH7, ONCM, PLAK, DESM, VINC, NELFE, CADH2, TNNI3, QCR2, ATPA, ACTN2, ECHA, TNNT2, XCL1, LUM, ARFP1, ECHB, ACTG, ACTC, ACTS, P, EMX2, FHL2, MYPC3, ACTBL, H90B3, SWT1, MYOM3, CAVN1, CCD25, CD20B, HORN, TRM44, FXL14, NMD3A, PDLI5, DYH8, DOCK9, TINAL, IL25, RMD5A, SYP2L, ZN304, CCD87, IBTK, HHLA2, GRIP1
Species: Homo sapiens
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