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Li G, Meng F, Zhong X, Yu K, Zhang N, Zhang K, Huang H, Li W, Zhang J, Wang W, Ren Y, Liu Y. DNA probe pulldown screening uncovers O-GlcNAcylation modulation of transcription factor DNA interactions. Scientific reports 2025 15(1) 40596516
Abstract:
O-linked β-N-acetylglucosamine (O-GlcNAc), a critical post-translational modification predominantly found in the nucleus, plays a substantial role in regulating gene expression by modulating transcription factors (TFs) activity. However, quantitative analysis investigating the influence of O-GlcNAcylation on protein-DNA interactions at a proteome scale remains undone. Herein, a pulldown screening approach using a consensus TF response element (catTFRE) was employed to unravel the impact of fluctuating levels of O-GlcNAcylation on the DNA binding efficiency of endogenous TFs/co-factors. Utilizing quantitative proteomics, we identified a substantial enhancement in the binding capacity of 241 nuclear proteins (NPs) to DNA sequences due to elevated levels of O-GlcNAcylation, whereas a decrease in DNA binding was observed for 2 NPs concurrently. Intriguingly, the O-GlcNAcylation elevation significantly enhanced the binding of 146 TFs/co-factors to specific DNA sequences. We further established that the O-GlcNAcylation of several Forkhead family TFs, including FOXA1 and FOXC1, notably enhances their binding to specific DNA sequences in living cells. Our research presents an efficacious approach to assessing the impact of O-GlcNAcylation on the interactions between proteins and DNA. This significantly enhances our understanding of the role O-GlcNAcylation plays in the regulation of transcription.
O-GlcNAc proteins:
RBM47, ESYT2, HACL2, VWA8, CNOT1, PGP, SMHD1, U119B, MET15, MYO1G, ADAS, PDLI1, BACH, HAX1, SPT5H, TAF4, CLIC1, BMAL1, SAP18, DNM1L, PLOD2, PSDE, BIN1, NOP56, DDX3X, TRI38, NFIB, PPP6, CDKA1, ABLM1, ADA10, CHK1, PSA7, TX1B3, TIM23, MYPT1, S27A2, XPO1, SYN3, ZN609, SR140, SET1A, ZN185, ATX7, OGT1, EIF3D, EIF3H, TNC18, MOT4, P4HA2, NUP42, ARPC5, CLOCK, MAFG, KDM6A, DHX15, RRP8, PRP4, SERA, PHF1, DC1L2, PSMD3, SNUT1, MCA3, HNRPR, PRPF3, TPD54, EMC8, MGA, KLF4, TIM44, PLRG1, ZN207, BUB3, ACTN4, BUD23, ENSA, SPOP, LANC1, AKAP8, CALU, ORC5, ZNRD2, MED14, NPA1P, ZC3H1, AQR, GANP, KDM1A, ACSL4, VINEX, CCNT1, PLOD3, TSN3, PLIN3, MAFK, UGDH, PQBP1, TBL1X, NBN, MITF, CPNE3, ZC11A, ANR17, H2AY, FLNB, NCOR1, SPAG7, RM33, SC22B, PR40A, MPPB, KTNA1, PSIP1, ERLN1, NDUS3, SRS10, SF3B1, CSDE1, U520, NU155, CRTAP, S2512, EIF3G, SOAT2, CCNK, SPF27, SPF30, RL1D1, CLPX, SYUG, DFFB, SRP72, RECQ5, ATG12, TOX4, K0754, SRBS2, SUN1, ERLN2, PRP6, SC31A, UBR5, AGFG2, SCAF4, DUS14, SPN1, NDUB8, RTN3, EPN2, LC7L3, MBD4, VAPB, 6PGL, ZBT7A, IPO7, SLU7, CD2B2, PSMG1, SC24B, ZBT11, SNP29, OXSR1, HS74L, LSM8, AP2A1, WIZ, BAG2, AIFM1, BPNT1, SNAI1, DDAH2, TXD12, MBD3, TOM40, NAPSA, ACL6A, CCNE2, LDHA, NB5R3, PGK1, A1AT, FOS, RASH, LDLR, LMNA, ALBU, TFR1, TRFL, FRIH, NU3M, MIS, VTNC, CATA, GBA1, FUCO, ALDOA, CYTB, GCR, SODM, KITH, K2C1, G3P, HLAA, CPNS1, HSPB1, TYSY, RPN1, RPN2, GNAI2, AT1A1, AT1B1, A4, APOD, ALDH2, PERM, PPBT, IF2A, RLA2, RLA0, JUN, ITB1, K1C18, K2C8, GELS, ATPB, IF4E, ENOA, NPM, ITAV, GDN, ACBP, LDHB, CATD, ANXA2, TBB5, SAP, CATL1, SYEP, CATB, HNRPC, FUMH, TSP1, SP1, ANXA6, HS90B, SRPRA, ODPA, RU2B, RU17, ITA5, NFIC, VIME, K2C7, GNAI3, ANXA5, SNRPA, HMGB1, DLDH, ROA1, RU2A, LKHA4, CTF8, MNS60, RO60, MYBB, LYAG, HLAC, KAP0, CH60, CLUS, BIP, HSP7C, GTR1, ODPB, LAMP1, ACADM, TOP1, TOP2A, G6PD, MPRI, PRPS2, PABP1, PCNA, ADT3, FA5, IMDH2, TPR, KCRU, SKI, ACTN1, XRCC6, NR2C1, LAMP2, EF2, K1C10, K1C13, PDIA4, PLST, T2FB, MIF, FPPS, KPYM, ENPL, MYL6B, RSMB, PO2F1, PLAK, ALDR, RAC2, ERF3A, EZRI, ATF2, FOSL2, MCP, NDKA, GNS, RS2, DESP, MUC1, CREB1, MGMT, CD36, STMN1, YBOX3, ZFX, JUNB, UBF1, JUND, ATF7, PTN2, DDX5, ARF4, PTPRA, SON, NELFE, RCC1, ATF1, ATF6A, XRCC1, LFA3, NUCL, ELK1, TFE3, CSK22, NFKB1, TYPH, TBP, RAB6A, PSB1, LMNB1, HXA5, CSRP1, FLNA, VDAC1, SDHB, CD9, PIMT, FBRL, UBA1, NDKB, ROA2, RFX1, KAPCB, QCR2, ITA6, SFPQ, PPIB, MAOM, SP100, NFYA, SAHH, COF1, IF4B, GATA2, THIL, MCM3, RS12, BRD2, TYY1, ATPA, PSA1, PSA4, ITA3, DDX6, PTBP1, SYVC, KAD4, 1433T, VATL, ARNT, RFA1, APEX1, PYR1, CALR, MAP4, CALX, PSA5, PSB4, PEX2, NDUS1, TEAD1, GRN, T2EB, 3MG, TKT, SPB3, ECHM, KCY, PEBP1, PDIA3, 2AAA, CDC27, HMOX2, PURA2, AMRP, RPB2, SDHA, METK2, HXA11, HXC9, CPSM, 3HIDH, PUR9, HNRH3, HNRH1, 1433S, STIP1, L1CAM, PRDX2, P5CR1, ELF1, CGL, RL9, CSTF2, MCM4, MCM7, HSP74, TRY3, GPC1, CTNA1, BMI1, PCGF2, PHB1, RADI, RFC4, RFC1, MYH9, MYH10, COPB2, SOAT1, ADDB, BASI, FUS, NU214, DEK, GLRX1, K22E, MP2K2, VATE1, RL4, PGM1, SPB5, ODO2, SRP14, NUP62, TAGL2, SYUA, ETFB, RBMX, VATA, HSPA9, IF4A3, TXLNA, TCPZ, PBX2, MLH1, STAT3, MDHM, ECHA, IF2G, S19A1, ELK3, ACTY, LAP2A, LAP2B, LPPRC, THIM, ECE1, MUC18, MATR3, GPDM, SSRA, RANG, PRS6B, VDAC2, MP2K4, KI67, RAGP1, RECQ1, NOP2, CRKL, NEDD4, IQGA1, STT3A, CAPZB, RL29, UCRI, RFX5, COPD, PSMD8, PRC2A, HSP13, AGRE5, DPOD2, NR2C2, RPIA, LMAN1, FAS, CDK8, RM19, AL7A1, CENPF, SYAC, SYCC, SYSC, MCM2, ACADV, YLPM1, RBM25, CLK1, NU153, RBP2, GSK3A, GSK3B, TAF6, GUAA, DNLI3, MRE11, IDH3A, EMD, CPT1A, SERPH, F10A1, MXI1, MAP2, PPT1, TCPQ, TCPD, FXR1, FXR2, RAB5C, RAB7A, SMCA4, IDH3G, GALK1, MECP2, DHB4, SPHM, HDGF, ROA3, 6PGD, IMA1, GDS1, MP2K6, AGFG1, HNRPF, TF2AA, MSH6, CAZA1, CRIP2, NUP98, PLK1, ACLY, SUCA, COPA, PTTG, SC24C, TCP4, ICLN, HIRA, SYYC, UBP14, HSP72, AT1B3, RD23A, RD23B, KAD2, SNAA, IF5, RAD, TERA, DSRAD, TPD52, SEC13, PSA, HNRH2, EIF3B, SYMC, DPOE2, ATP5I, IF6, NU107, SESN2, FOXL2, EPIPL, TPIS, SC61B, ACTB, IF4A1, PRPS1, SRP54, RAB2A, ARP2, ACTZ, CSN2, ARF3, CH10, STXB1, B2MG, WDR5, HNRPK, RS16, SMD2, ERF1, RS4X, ACTA, RL23A, RS6, H4, GBB1, RL32, RL8, PPIA, RS27A, RL40, AP2B1, 1433Z, IF5A1, RACK1, ACTG, YBOX1, TPM4, EF1A1, ACTS, TBA1B, TBA4A, TBB4B, CSK21, HBB, HBA, CXAR, NOP14, RBM6, PITX1, IF4G2, GTF2I, GSTO1, PO6F2, PRKDC, BASP1, RT22, RT05, RT11, RT34, RT09, HMGN5, SARNP, LACTB, TXN4A, RL19, FOXK1, RBM10, EM55, TFAM, VIGLN, CDK5, CLH1, HNRPU, SPTB2, TIAR, SET, FOXK2, RUNX1, CAP1, TFAP4, EXOSX, XPC, EWS, MEF2A, SP2, ODO1, KIF23, DSG1, SP3, RL18A, FKBP4, PLOD1, TOP2B, M2OM, DYST, CREM, KMT2A, CENPC, LMNB2, UPAR, KIME, TAP1, IF4G1, K1C17, SSBP, SRS11, EF1A2, CALD1, KDSR, SUH, GABPA, GABP1, PRDX1, RL18, C1QBP, CKAP4, ZO1, KHDR1, SRSF4, PP2BA, DHX9, LG3BP, MFGM, CD47, SSRP1, SLFN5, RBBP4, NCBP1, EP300, AHNK, MGAT2, GALT2, BST2, MPPA, SIA4C, NU160, TBL3, TF3C1, ASPH, SNF5, BPTF, NFIA, CHD3, TP53B, IFRD2, AIMP1, ILF3, LMAN2, FOXC1, PP1R8, ECH1, PRDM2, CSN1, KLF10, NR1H3, TADBP, ROA0, PAK2, PSMD2, DDX10, GPS2, SRSF5, SRSF6, TIF1B, G3BP1, STF1, NMI, KCAB2, SKP2, PABP4, GRB10, MTA1, DC1I2, ORC2, SNTB2, PPIG, TCOF, ADAM9, TUSC3, SMAD4, PICAL, TBB3, ASAH1, HDAC1, SNW1, STIM1, CUL4A, CUL4B, FHL1, RUNX3, THOC5, SPTN1, NOG2, KLF5, RUNX2, PEBB, NFYC, CKAP5, SCRB2, DAG1, VEZF1, DSG2, KEAP1, MORC3, SAFB2, EIF3A, UBP2L, MLEC, ZMYM3, DCTN1, DYHC1, EI2BA, ELOA1, MAP7, SRC8, FLNC, CAPR1, NF2L1, HABP2, DHX8, ITPR3, PLSI, TRIPC, PUM1, MDC1, EPN4, SMC1A, RRP1B, RRP5, BMS1, GANAB, MBTP1, 2A5D, LBR, CBX2, KIF22, MEF2D, CHD4, LASP1, ARI5B, NFIX, ZN638, NOLC1, NUMA1, GAPD1, SPCS2, EMC2, MO4L2, ABRX2, CND1, SUZ12, U5S1, SYK, RRS1, IF4H, BRD3, WDR43, ACOX1, EBP, PLEC, PON2, NONO, PTPA, PWP2, RNPS1, RCN1, PCBP1, MTFR1, SF3B3, PUM3, DLGP5, KS6A1, SF3A2, SC23A, SF3A1, SURF1, MED22, TAF5, TAF7, MARE2, TSN, SF01, PCH2, MED1, JHD2C, TRIP6, MARE1, ELF2, NAB2, AAAT, USF2, VAS1, RB11B, EZH2, ZYX, SEPT7, ADRM1, TAF12, DDB1, SNPC1, CDC37, DPYL2, SYPL1, TAF9, SRSF7, DREB, NRF1, PCKGM, DDR2, LY6K, HNRL2, PDS5A, ZN800, P3H1, RA1L2, MA7D1, TBRG1, LARP7, ACSF3, TPRN, EPC2, DHB12, UBP39, SETMR, YIF1B, ZN326, NOM1, SH319, RRP12, TOIP1, TDIF2, NU188, HP1B3, ZN362, SYRM, ZC3HD, LRIF1, RM02, UBAP2, RBM26, RIF1, MRCKA, RPRD2, BRE1A, TASO2, KHDR2, AR6P4, ARID2, GL8D1, NR3L1, MSL1, ABLM2, GLYAT, TWF2, K0930, SN12L, SDE2, LIN54, ALKB2, PPR18, CAVN1, CDC73, PRP8, SCYL2, GOLM2, RHGBA, NFRKB, RSBNL, KCD18, NCEH1, MDEAS, ZC3HE, SAMD1, C1TM, FIP1, CSPG4, PLGT2, SBSN, CF089, LCN15, CREL2, LRIG3, BCOR, MPRIP, CD109, SRCAP, UBN2, IKIP, CENPU, LARP4, HAKAI, NOL8, ASXL2, SND1, DDX46, TM10C, EIF3M, MCM10, NDUF7, CXXC5, APTX, ZCCHV, KANL1, NUP54, POGZ, NUFP2, SZRD1, CLAP1, HEAT3, HDGR2, BRAP, EMSY, I2BP2, RBBP6, YTHD3, TAF8, TMED4, CENPV, PHLB2, MYPN, ACOT1, PABP2, LDB1, PB1, YRDC, LYRIC, KTN1, LUZP1, CAND1, THOC6, DDX42, SPAS2, CACL1, P66A, RIOX2, CRLF3, VRK3, NAV2, CCD50, MISP, CTL2, MGAP, SFPA2, SFTA1, PHF6, CHERP, SUGP1, SUGP2, CCAR1, BAP18, RM41, KLHL7, MILK2, DHX37, YAF2, SRRM1, ZZZ3, K2013, ELMD2, CORA1, PELP1, TTC5, MIER1, NDUF2, NUP93, ZN687, CMTR1, LRC47, INT1, ABD12, CARME, FBXL6, SRBD1, NKAP, RP25L, ATPF2, RM50, CPSF7, ARFG2, EFNMT, ARFG1, PAF1, ENAH, DAND5, KRI1, MLKL, XXLT1, GOLM1, SUMF2, SUMF1, PGLT1, DHB11, TXND5, SERB1, CHSTE, LS14A, FSAF1, RB15B, PHC3, DIK2A, POPD1, SRFB1, SP20H, VP37A, PCAT1, BD1L1, NUP35, KNL1, PLBL2, DDX55, THOC2, WDR36, KI18A, GABP2, NPL4, STT3B, SPP2B, BRX1, STK35, NEK7, GPX8, PO210, GEMI5, FBF1, ZN384, WIPF2, SETD7, SMAP2, TM263, NU133, PDC6I, CO040, NUDC2, TWST2, SCFD1, PCNP, SPRY4, TRUB1, LMO7, CTL1, CKAP2, ATX2L, PHIP, RT4I1, NELFB, PALLD, PYDC1, PSPC1, P66B, BBX, CTBL1, ELYS, S39A7, H1X, RT27, NR4A3, PHF3, NDRG1, HS105, ZN592, LAR4B, NU205, PRCC, TFG, TAF4B, RREB1, HDAC2, SC65, SYMPK, GGH, DDX17, RAD50, CELF1, GSLG1, GPKOW, SMRC1, SMRD2, RAB8B, FUBP2, TNPO1, ARHG2, GLMN, KAT5, UBP7, POP5, LSM10, LMBL2, NCLN, FUBP1, SOSB2, PBIP1, SH3K1, PF21A, PINX1, P5CR2, INT12, FWCH2, FAF2, RMD1, MSI2H, RRFM, MTEF3, THA11, SGF29, DTBP1, PTCD3, MMAB, MCRS1, CERS2, SMRD1, TOE1, DDX27, SYMM, P121A, PDLI5, ERO1A, INT4, FUBP3, SYNM, VSIG2, HPDL, PAWR, RBM41, RSRC1, THOC3, CHAP1, S35E1, CLP1L, Z512B, ZFR, EP400, CNO6L, PRRC1, ZN512, YTDC1, SPT33, ZN830, RPR1A, RBM14, NED4L, QKI, LENG8, TRNT1, PP1RA, DEPD7, ATAD5, TEFM, MED15, EFGM, PIGS, TM209, IWS1, SIN3A, RBM15, MINT, NIBA2, YMEL1, HTF4, CNN2, SEC62, CDC5L, PSMD1, RING2, PARK7, EYA3, LGMN, PLIN2, POP1, SCAFB, TEAD3, TTC1, PHB2, CSN8, HCD2, SMAD5, ROAA, S29A1, CPNE1, MYD88, PKP2, SH3G1, GDF15, ARP5L, ZFY21, CMS1, DPH2, TBA1C, BCL7B, MBB1A, COR1B, TIRR, FSP1, PELO, ERP44, TACO1, ESYT1, CCM2, CNPY3, DIDO1, NDC1, ZSA5A, PAXX, HNRL1, RPP25, RCAF1, TBB2B, TM109, NUP58, GNL3, RIOK2, TIM21, THIC, RBM4, MND1, NADAP, SSBP3, RFIP5, ORNT2, NAA15, SRRT, AP1M1, NUSAP, HDHD5, RTF2, PECR, PDIP3, CEP41, RM37, GTPB4, UACA, UCK2, TB182, LNP, CEP44, WDR33, CTDS1, MFF, RB33B, NAT10, SP130, BRD8, RGAP1, CSTFT, LMA2L, CK054, F234A, RBM38, TDIF1, ALX4, SIL1, APC1, TMX4, WDR13, TARA, EPC1, ADNP, IPYR2, RM46, PININ, TM245, FOXP1, CPVL, GHITM, NELFA, BORG4, UN45A, SMOC2, AMPB, ZHX3, EMRE, REEP4, TM231, SH24A, DOCK5, CH033, SDS3, ACAD9, CQ10B, GORS2, JUPI2, SFXN1, SPE39, UBP42, RPF1, RPA2, GBB4, BRF2, RISC, CYBP, TENS1, TAF9B, TM165, MRM3, NCOA5, TRI39, SDF2L, AT131, RM47, APMAP, ARFG3, VTA1, PLPL8, SYSM, OSGEP, DMAP1, UBN1, RTN4, KMT5A, INCE, PRD10, ANLN, PDLI7, DDX21, MBNL1, SIR7, AAAS, ABCBA, PNO1, MBIP1, RAD18, SLX9, BMP2K, PDS5B, ECHD1, MDN1, DECR2, STAU2, DDX28, T106B, SPS2L, TYDP1, SEP11, DJC11, HAUS2, RBM22, MED9, ARGL1, SLTM, RMND1, AKIP, OXSM, THG1, HPF1, NDUBB, OCAD1, MARH5, MIC19, SIR5, CWC25, TEX10, THUM1, ING3, CARF, NSE4A, AATF, DDX56, TE2IP, ABI2, HXC10, BCLF1, TMOD3, MTCH1, HPBP1, MAT2B, ITSN2, CHMP5, THYN1, VAPA, RCC2, SLAI2, BCCIP, FPRP, RRBP1, CPSF2, RBM27, KANL3, GRHPR, NXF1, DAXX, TRM7, VTI1B, ABCF2, SYWM, SEC63, NDRG3, SUN2, LIMA1, SEPT9, TRPS1, DPP2, BAP29, NB5R1, S30BP, MED13, KAD3, HACL1, S2513, DBNL, CDC23, GMEB2, RCOR1, ACINU, NUP50, ZHX1, CDV3, CNO11, INT6, MCTS1, ZBT21, YETS2, ZMYD8, TMCO1, EPDR1, MYO6, KMT2B, PRP19, G3BP2, PACN2, MAGD2, PPIE, DIM1, MINP1, MACF1, PHF8, LIMC1, XCT, SRRM2, PA2G4, SMC3, SCML2, ZN148, RUVB2, VDAC3, RT33, PLAK2, ICE1, DDX52, MAN1, TR150, WBP11, MED16, NOP58, ZN281, SYYM, COQ6, LSM2, PHOCN, ORN, RT23, HDGR3, STRAP, RTCB, NOC2L, CHTOP, VPP2, TLN1, TRRAP, CRBG1, HYOU1, LAS1L, SAM50, PRC2C, RBM7, INSL6, YTHD2, PAXB1, SP16H, UTP18, CD2AP, SRPRB, TSSC4, SNX5, NUBP2, HCFC2, LRRF2, NPTN, 5MP1, DC1L1, CABIN, COX11, SCC4, ZHX2, MORC2
Species: Homo sapiens
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Vang S, Helton ES, Guo Y, Burpee B, Rose E, Easter M, Bollenbecker S, Hirsch MJ, Matthews EL, Jones LI, Howze PH 4th, Rajasekaran V, Denson R, Cochran P, Attah IK, Olson H, Clair G, Melkani G, Krick S, Barnes JW. O-GlcNAc transferase regulates collagen deposition and fibrosis resolution in idiopathic pulmonary fibrosis. Frontiers in immunology 2024 15 38665916
Abstract:
Idiopathic pulmonary fibrosis (IPF) is a chronic pulmonary disease that is characterized by an excessive accumulation of extracellular matrix (ECM) proteins (e.g. collagens) in the parenchyma, which ultimately leads to respiratory failure and death. While current therapies exist to slow the progression, no therapies are available to resolve fibrosis.
O-GlcNAc proteins:
NUD4B, GAL3B, UBA6, HACL2, SPD2B, NBAS, SBNO1, VP37C, CNOT1, ZN316, DDTL, ZSWM8, P121C, GNAT3, EIFCL, C2D4D, IGLL5, NACAM, DNS2A, ADAS, PDLI1, BACH, MYO1C, AIP, GTPB1, AP3B1, PSD11, PSD12, PSMD9, ATOX1, CBX4, PGRC1, SPT5H, TAF4, DFFA, CLIC1, TR11B, EIF3F, ODPX, MATN2, QSOX1, WASL, IPO5, EMAL1, IF2B3, DNM1L, MANBA, PLOD2, MEIS1, PSDE, ZN593, IMA4, BCL9, PESC, NOP56, DDX3X, CCN1, IMA3, MA2B1, SCD, PLPP3, ARI1A, TRAD1, HSPB6, COPE, IF1AY, CCS, DVL2, TOR1A, P5I11, ANM5, NHRF1, TPP1, TCRG1, NRP1, PSA7, SCAM3, ML12B, HGS, MYPT1, GAK, HNRDL, XPO1, ZN609, SC16A, PLXB2, SR140, SET1A, SYNJ2, PUR4, NPC1, TBX3, ARC1B, ARPC2, ARPC3, TIF1A, NKRF, CASC3, RER1, SURF4, SPTC1, SPTC2, OGT1, PMM2, PPM1G, SHIP2, EIF3D, EIF3H, IPO8, STX7, MOT4, MRP4, P4HA2, NUP42, ARPC5, CLOCK, TPSN, KDM6A, DHX15, ASAP2, PRP4, SERA, DC1L2, PSMD3, RFOX2, PAPS1, SNUT1, DAPK3, TGFI1, CTIF, M3K7, MCA3, HNRPR, PRPF3, TXNL1, TPD54, EMC8, SYNJ1, IF4G3, ARK72, E41L2, B4GA1, FOXO3, RNF13, DENR, XPOT, PLRG1, ZN207, NDUA2, BUB3, ACTN4, AP1G1, SNG2, SGTA, SYNC, KRT86, MYO1B, CPSF5, LANC1, U3IP2, AKAP8, NRDC, CALU, EDIL3, SAHH2, EXTL3, MED14, SMCA5, TRAK2, GANP, FADS1, PEPL, NRP2, MA1A2, ACSL4, SNX3, OGA, HNRPQ, TPST1, NEMF, GREM1, PLOD3, SEP15, TSN3, PLIN3, MAFK, UGDH, CTND1, DPM1, USO1, RT14, H2B1K, PRAF2, DKC1, IF2P, DNJA2, BRD4, MITF, SRGP2, WDR1, ROCK2, CPNE3, PHF2, T22D2, PP6R2, CREST, ANR17, GGCT, NDUS2, ZPR1, DUS11, NIPS2, SEM7A, LX12B, TBCA, VATG1, H2AY, FLNB, NCOR1, NDUS6, CISY, SPAG7, SC22B, DEAF1, PR40A, MPPB, PSIP1, ERLN1, CLN5, CLD11, SF3B1, CSDE1, WBP4, PRKRA, LYPA1, ERAL1, U520, TIPRL, CRTAP, EIF3G, EIF3J, CBR3, FACE1, IDHC, ATRN, STAM2, PIAS1, PIAS2, DNJC8, SPF30, ATP5H, TRIO, CBPD, KT33A, KRT34, KRT36, RL1D1, WFS1, CLPX, STC2, PDE5A, SRP72, DDAH1, B3GA3, MTA2, AL1A2, TOM70, TOX4, SC24D, PHF14, CSCL1, TOX, SUN1, ERLN2, PRP6, NFAT5, GLSK, SC31A, CSTN1, YIF1A, AGFG2, SCAF4, ZFPL1, ELP1, NDUB8, LETM1, ZRAB2, LC7L3, VAPB, MPZL1, NDUAA, FKBP9, 6PGL, PAPS2, SMC2, IPO7, AGM1, SVIL, AHSA1, PSMG1, NSA2, G6PE, SC24A, SC24B, ETHE1, ACSL3, CNOT4, EYA4, K2C75, OXSR1, AP2A1, WIZ, STAU1, BAG2, BAG3, AIFM1, LATS1, BPNT1, FADS2, DDAH2, ABHGA, TXD12, FBLN4, RECK, NUDT3, NDUBA, CLPT1, TOM40, ACL6A, CYB5, LDHA, DHE3, NB5R3, GSHR, COX2, PNPH, HPRT, AATM, EGFR, PGK1, C1R, PLMN, UROK, TPA, ANT3, A2MG, CO3, CO5, TIMP1, CYTA, RASN, LDLR, TGFB1, IGHG1, IGHA1, HLAB, CO1A1, CO3A1, CRYAB, K1C14, K2C6A, LMNA, APOA1, APOC3, FIBA, FIBB, FINC, AMBP, FETUA, FETA, VTDB, TFR1, TRFE, TRFL, CATA, RAF1, GBA1, FUCO, ALDOA, ANXA1, APOB, GCR, PRIO, SODM, OAT, HRG, THY1, K2C6B, K2C1, G3P, HLAA, CPNS1, AMYP, HSPB1, RPN1, RPN2, GNAI2, AT1A1, A4, ARGI1, APOD, ALDH2, ITB3, S10A8, PAI1, ADT2, IF2A, RLA2, RLA0, JUN, LA, HEP2, ITB1, K1C18, K2C8, CO5A2, DCUP, LCK, GELS, PTMA, CDK1, ATPB, S10A9, S10A6, IF4E, ENOA, G6PI, NPM, ITAV, HEXA, H2B1J, GDN, HYEP, LDHB, PGK2, PDIA1, H10, CATD, ANXA2, CAN1, TBB5, TRY1, PGS2, SAP, HEXB, CATL1, PROF1, APT, SYEP, CATB, HS90A, HNRPC, LAMB1, TPM2, FUMH, TSP1, SP1, CO1A2, ANXA6, 4F2, PFKAM, HS90B, SRPRA, ASNS, ODPA, CY1, RU2B, RU17, ITA5, NFIC, VIME, A2AP, RS17, GNAI3, ANXA5, K1C16, STS, RSSA, CD63, FGF2, GSTP1, RU1C, LEG1, DHPR, HMGB1, SPRC, TPM1, CLCA, ANXA4, CN37, PGFRB, DLDH, ROA1, PARP1, UCHL1, LKHA4, ALDOC, CO4A, H2AZ, UCRIL, ATX1L, POTEI, ZN865, ZN888, INAM2, HS71A, GLI2, LYAG, HLAC, H14, ODP2, THIO, PPGB, MGST1, KAP0, ESTD, CH60, CLUS, BIP, LAMC1, PPAL, HSP7C, UMPS, ODPB, ODB2, PYGB, RALA, LAMP1, ACADM, FGFR1, TOP1, G6PD, PYC, C1TC, MPRI, ADHX, SRF, PABP1, PCNA, HARS1, CO6A1, CO6A2, CO6A3, ADT3, IMDH2, TPR, ACTN1, PEPD, XRCC6, XRCC5, COX41, IFM1, LAMP2, RINI, CSPG2, EF2, K1C13, K2C5, PDIA4, P4HA1, TCTP, HLAE, PLST, ACPH, ETFA, KAP2, ENOB, CD59, MIF, CD99, GLU2B, FPPS, NID1, AK1A1, KPYM, ENPL, RSMB, IDE, PO2F1, HNRPL, SYDC, PLAK, ALDR, AMPN, PVR, ERF3A, B4GT1, EZRI, ATF2, UCHL3, FOSL1, FOSL2, NDKA, GNS, ZEP1, ARSB, RS2, ITF2, TFE2, DESP, RFA2, CD44, CBR1, CREB1, PGFRA, BGAL, H15, H13, H12, NCPR, AT2A2, FAAA, STMN1, NAGAB, AATC, KPCA, JUNB, ITA2, ASM, UBF1, HXB6, ATF7, CAN2, DESM, CEBPB, PYRG1, EGLN, DDX5, LEG3, IBP3, TCPA, PTN1, IBP2, RL35A, ARF4, RL7, EGR1, VINC, SON, RL17, PGAM1, RCC1, ATF1, NUCL, HXK1, E2AK2, SPEE, CSK22, RXRA, ITIH2, ITIH1, NFKB1, FST, IF2B, ANXA7, CD22, RAB3B, RAB5A, PSB1, MPRD, COX5A, LMNB1, HXA5, IMDH1, CO5A1, FILA, GSTM3, VATB2, CSRP1, FLNA, ACOHC, 5NTD, VDAC1, PGS1, SDHB, COMT, TGM2, PIMT, FBRL, PUR2, PUR6, SCP2, UBA1, NDKB, SPR1B, SPR2E, ROA2, RFX1, CBL, IBP4, QCR2, TGM1, FBLN1, PGH1, ITA6, SFPQ, PPIB, MAOM, SYWC, RS3, SAHH, COF1, IF4B, AT2B4, DGKA, GATA2, CPT2, KTHY, RIR1, EF1B, IBP5, PPAC, THIL, TENA, MYL9, RPB1, PAR1, MCM3, NFYB, ZA2G, THTM, RS12, TYY1, DNJB1, DNJB2, ATPA, PSA1, PSA2, PSA3, PSA4, ITA3, MOES, DDX6, DNMT1, U2AF2, RL13, IVD, HMGB2, PTBP1, SYTC, SYVC, EF1G, FKBP2, STOM, 1433T, DPP4, ARNT, RL10, APEX1, PYR1, CALR, MAP4, CALX, PSB8, PSA5, PSB4, PSB6, PSB5, ABCD3, ITPI2, LYOX, ELK4, NDUS1, MK01, GRN, AMPL, TPP2, IMPA1, CCN2, EPHA2, EPHB2, TKT, SPB3, RBMS1, PML, EF1D, MARCS, GNA11, AL4A1, ERP29, PRDX6, BLVRB, PRDX5, PRDX3, ATPD, RL12, ECHM, PEBP1, PDIA3, 2AAA, CDC27, T4S1, NMT1, PURA2, UFO, AMRP, TSPO, PUR8, CLIP1, SORCN, CTR1, AL1B1, RPB2, LCN1, SDHA, GDIA, S10A7, METK2, RIR2, TIA1, ZEP2, DNJA1, AKT1, QCR1, 3HIDH, PUR9, HNRH3, HNRH1, CASPE, 1433B, STIP1, S10AB, PRDX2, P5CR1, GBP1, ELF1, RL9, KINH, DUT, MRP1, MCM4, MCM5, MCM7, CD68, GLYM, HSP74, PROF2, CTNA1, CTNB1, PHB1, RADI, RFA3, RFC2, RL22, CBS, K1C9, FBN1, FBN2, IRS1, MYH9, MYH10, COPB2, ADDA, BASI, TIMP3, FUS, NU214, DEK, SOX5, GLRX1, PRS7, MP2K2, ATPG, RL4, LONM, PGM1, PP1G, PEDF, ODO2, GPX4, SRP14, NUP62, TAGL2, TALDO, ETFB, RBMX, VKGC, VATA, HSPA9, IF4A3, RS19, RL3, COIA1, OST48, AN32A, FEN1, CAPG, IL6RB, TXLNA, TCPZ, NNMT, RL13A, STAT3, MDHC, MDHM, ECHA, IF2G, ETV6, WNT5A, BUD31, NAA10, CSK, GARS, SYIC, KPCI, LAP2A, LAP2B, MTREX, HUTH, CASP3, RS27, HELZ, LPPRC, THIM, RL35, PCP, ECE1, LIS1, MUC18, MATR3, SSRA, RANG, PRS6B, PPIC, VDAC2, CBX5, UBP5, RAGP1, RECQ1, NOP2, CRKL, BAG6, NSF, NOTC1, MP2K3, RL27A, RL5, RL21, RL28, RS9, RS5, RS10, MAP1B, YAP1, UTRN, IQGA1, STT3A, CAZA2, CAPZB, SYQ, RL29, LEG7, TISD, ATPO, LIMS1, PPCE, MAOX, RFX2, RFX5, SOX9, COPD, LSS, PP2BC, CD151, PRC2A, TCPE, NEST, HSP13, KC1D, IDHP, PIPNB, PAXI, NR2C2, AL9A1, RL34, LMAN1, NASP, FAS, CDK8, TCPG, EFTU, AL7A1, SRP09, PCY1A, SYAC, SYCC, SYSC, MA2A2, PSB2, MCM2, COMP, ACADV, YLPM1, TMEDA, RBM25, NUMB, HINT1, NU153, RBP2, GSK3A, TAF6, 5NTC, SEPP1, GUAA, IDH3A, MMP14, GDIB, EMD, CPT1A, SERPH, PDLI4, F10A1, VASP, DYN2, MAP2, TOB1, CDK9, BCAM, PPT1, RL14, TCPQ, TCPD, ANX11, PAPOA, RAB5C, RAB7A, RAB9A, DAP1, RT29, SMCA4, IDH3G, SSRD, BAP31, DHB4, PSMD7, SPHM, CLCN5, KS6A3, HDGF, LUM, CNN1, NDUA8, ROA3, 6PGD, HNRPM, IMA1, NCBP2, GDIR1, AGFG1, HNRPF, STAT2, TF2AA, MSH6, ZN143, RBM5, SPSY, THOP1, CAZA1, CRIP2, NUP98, BIEA, TXTP, PPP5, ACLY, FOSB, MAP11, SUCA, PGTB2, COPB, COPA, CATC, RPAB4, MOT1, SC24C, TCP4, SYRC, ATX1, ATN1, CA2D1, SYYC, UBP14, AAKG1, HSP72, BCAT1, AT1B3, RD23A, RD23B, ANAG, KAD2, P5CS, SNAA, IF5, PSMD4, DRG2, XPO2, TERA, ECHB, MANF, AF10, DSRAD, LAMB2, CAD11, CAD13, SEC13, NH2L1, PSA, HNRH2, SCOT1, EIF3B, BID, SYMC, ITA1, MAZ, ATP5E, ATP5I, HDAC4, IF6, CTBP2, BCAR1, TMM33, PCBP3, NU107, MTPN, ARPC4, TPIS, EIF3E, SC61B, PP4C, GBRL2, MYL6, ACTB, IF4A1, RS20, PRPS1, PSA6, S10AA, CDC42, DEST, SPCS3, SRP54, RAB2A, RAB10, UBC12, UBE2K, UBE2N, RAB14, ARP3, ARP2, ARF3, ABCE1, RAP1B, RS3A, RL26, RL15, MGN, RL27, VA0D1, RL37A, RHOA, CH10, S61A1, LYSC, STXB1, B2MG, DAD1, NPC2, COPZ1, SUMO2, UFM1, NTF2, HNRPK, 1433G, RS7, PP1A, PP1B, PRS4, PRS8, RS8, RS15A, RS16, 1433E, RS14, RS23, RS18, RS29, RS13, RS11, RUXE, RUXF, SMD1, SMD2, PRS10, RL7A, RB11A, ERF1, CNBP, YPEL5, RS4X, PP2AB, ACTA, RL23A, RS6, H4, RAB1A, RAN, RL23, RS15, RS25, RS26, RS28, RS30, GBB1, RBX1, GBB2, RL30, RL31, RL10A, RL32, RL11, RL8, PPIA, FKB1A, RS27A, GRB2, RAC1, AP2B1, VAMP2, GNAS2, 1433Z, SUMO1, RL38, SKP1, RS21, IF5A1, RACK1, ACTG, ACTH, PP2AA, YBOX1, SC11A, CSK2B, TPM4, UB2L3, EF1A1, TBA4A, TBB4B, CSK21, HBB, NOMO3, HBA, F193A, IGBP1, SHPS1, SERB, PITX1, IF4G2, GTF2I, CNTP1, PHC1, TCPB, RAE1L, GSTO1, PRKDC, MAP1A, NUCB2, DCD, SSBP2, SARNP, RL24, RL36A, SMAD3, ERH, RHOG, RL19, SRSF3, FOXK1, DAB2, FBLN2, PGBM, XIAP, RBM10, RBM3, CYC, S25A3, VIGLN, PURA, BORG5, CLH1, FKBP3, REEP5, DHSO, HNRPU, U2AF1, SPTB2, TIAR, SET, SRSF2, FOXK2, RUNX1, AMPD2, FABP5, CAP1, K22O, HMCS1, LAT1, EXOSX, OTUD4, PFKAP, EWS, PLCB3, ROR2, TAGL, MEF2A, ODO1, DSG1, SP3, RL18A, FKBP4, PLOD1, NUCB1, RL6, TOP2B, CREB5, AKA12, M2OM, DYST, CAV1, KMT2A, LMNB2, UPAR, TF65, GLGB, IF4G1, K1C17, NOTC2, TLE4, LGUL, AK1C1, 1433F, PLP2, CSTF1, UBE3A, FAK1, CALD1, COEA1, PUR1, GFPT1, SUH, MEF2C, GABPA, GABP1, PRDX1, RL18, CKAP4, ZO1, KHDR1, BAX, KLC1, ACK1, LRP1, SRSF1, RHG01, TLE5, TGM3, PP2BA, DHX9, QOR, GOGA3, GOGA2, LG3BP, DSC1, CD47, PPID, SSRP1, NSUN2, RBBP4, NCBP1, MGT5A, EP300, AHNK, IFFO1, INCA1, NEXN, MGAT2, GALT2, GALT1, AP1B1, CPSF1, MPPA, SCRN1, NU160, SCAP, SRBP2, TWF1, ASPH, FBLN3, TROP, BPTF, FSTL1, GRSF1, NFIA, SFSWA, SF3A3, SEPR, TP53B, AIMP1, ILF3, LMAN2, EPS8, TRAP1, TAF10, ECH1, STRN3, CDC16, FLII, CSN1, MTAP, AAPK1, EI2BE, TADBP, ROA0, AIMP2, PRDX4, PAK2, CBX3, PSMD2, TBX2, SRSF9, SRSF5, SRSF6, TIF1B, G3BP1, SG2A2, PTK7, PABP4, EIF3I, CTBP1, UB2V1, DC1I2, ILK, NNTM, TCOF, S39A6, SF3B2, ADAM9, TMED1, LSAMP, MYO9B, GAB1, SMAD4, PICAL, MAMD1, SQSTM, TBB3, ASAH1, PRP4K, PIN1, RIPK1, HDAC1, KCC2D, DCTN2, TRA2A, SNX1, CUL1, CUL4A, CUL4B, DYR1A, FCL, FHL1, FHL3, CD166, RUNX3, SPTN1, PKP1, DX39B, BLMH, TBB2A, IDI1, RUNX2, PEBB, NFYC, CDK13, CKAP5, COTL1, HNRPD, SCRB2, NID2, DAG1, VEZF1, EIF3A, UBP2L, SCRIB, GIT2, MLEC, TTL12, FHL2, DPYL3, DCTN1, DYHC1, SRC8, RCN2, TRI25, FLNC, FKBP8, FZD2, GAS6, CAPR1, RBM39, FAT1, SEM3A, MCM6, DSC3, PUM1, EPN4, SMC1A, RRP1B, NCOA6, GSE1, GANAB, 2A5D, LBR, MVP, LTBP1, LTBP2, MEF2D, CHD4, LASP1, ARI5B, PTGR1, NC2A, ZN638, IMB1, NOLC1, NUMA1, K2C72, CND2, PSMD6, SEPT2, SART3, CND1, U5S1, R3HD1, TRAM2, RB3GP, SYK, IF4H, BRD3, POSTN, OXA1L, EEA1, PDIA6, PA1B3, PCOC1, PLEC, IPYR, TEBP, NONO, RBBP5, RCN1, PCBP1, PCBP2, RHEB, DHC24, SF3B3, PUM3, DLGP5, RSU1, CNN3, SF3B4, SF3A2, RBMS2, SC23A, SF3A1, CDSN, SSXT, BGH3, NCOA2, TRAM1, SF01, MED1, JHD2C, TRIP6, MARE1, T22D1, ELAV1, ELF2, NAB2, MYLK, TAB1, AAAT, MLF2, ITSN1, TBCC, VAS1, ZFHX3, ZYX, ETFD, SEPT7, ADRM1, UAP1, IBP7, AINX, LAMA4, EXT1, PSMD5, CSRP2, DDB1, CDC37, DPYL2, KCC4, RBBP7, TAF9, ECM1, SRSF7, CPSF6, DREB, NRF1, FSCN1, IF16, DECR, GLO2, H2A2C, NDUA9, PCKGM, DDR2, HCDH, UGPA, TRXR1, MIC60, CPEB4, HNRL2, INF2, RFX7, QSER1, AAK1, PRSR3, QRIC1, LRRF1, P3H1, MA7D1, AL1L2, K2C71, TIM50, FUT11, TB10B, ANO6, FIL1L, SVEP1, AMOT, EPC2, FND3B, CRTC2, QORX, DHB12, CYBR1, IN80D, PAN3, YIF1B, F133B, ZN326, FILA2, MEST, HERC4, PIGG, BCORL, FA76B, TGO1, PREP, PRC2B, RRP12, TOIP1, PCID2, EOGT, TTC38, TM201, NU188, HP1B3, CE170, ZN362, FBP1L, FKB15, ZEP3, ZC3HD, LRIF1, UBR4, STXB5, RHG21, RM02, UBAP2, KPRP, KPLCE, RBM26, WLS, TUT4, H37, NT5D1, AHDC1, MRCKA, RPRD2, MYOME, ZN318, BROX, TASO2, PEAR1, MBNL2, ZMYM4, FHI2A, CD276, TSH3, TENS2, KANK2, AR6P4, OLM2A, HGNAT, ARID2, TENS3, CRBG3, RHG17, BICRL, AMERL, ATLA3, NXN, IQEC1, VASN, CPIN1, PTRD1, ELP2, LTOR1, TWF2, ADNP2, K2C80, LIN54, SCMC1, TM214, PPR18, CAVN1, CDC73, RM14, TATD1, EDC4, PRP8, SCYL2, GOLM2, NFRKB, RL22L, ALKB5, NCEH1, MDEAS, ZC3HE, OGFD3, LARP1, C1TM, FIP1, CRTC1, CSPG4, ARAID, LRSM1, TMCO3, LCLT1, CREL2, PAMR1, FAT4, MCAF1, CP2R1, PACS1, BCOR, MPRIP, HACD2, GGYF2, HSDL2, KAT3, CERS6, THSD4, MEX3B, ZN574, RN111, BAKOR, SRCAP, RIPR1, YJ005, TSH1, BGIN, UBN2, TMTC3, RAPH1, MOB2, IKIP, H32, LARP4, TBA1A, RS27L, HAKAI, ASXL2, CCD80, SPT6H, SND1, DDX46, 5MP2, DHX30, EIF3M, CYFP1, TAOK1, KDM3B, PHF5A, ERMP1, ZCCHV, NUP54, POGZ, MON2, K1C27, NUFP2, MAVS, CLAP1, DHX29, PLGT3, LIMS2, HDGR2, DCXR, EMSY, RAI1, I2BP2, RBBP6, SH3R1, RABEK, HUWE1, YTHD3, K2C1B, KHDC4, TMED4, COXM1, CENPV, GALT5, PHLB2, GLT10, MYPN, SYVN1, ACOT1, PABP2, LDB1, LYRIC, ZN598, KTN1, BCL9L, PHLB1, LUZP1, GP180, CAND1, HOOK3, TSYL5, CARM1, PRSR1, MEX3D, DDX42, P66A, HORN, RB6I2, RELL1, PLD3, FOXP4, P3H2, P3H3, CCD50, SPA12, CTL2, WDFY1, TEX2, NXP20, MGAP, Z3H7A, CHERP, ANKH1, SUGP1, CCAR1, DJC10, MSRB3, PLPL6, MILK2, SPB1, SMAP1, P20D2, PHAR4, ZNF34, ELMD2, DCP1B, XRN1, MAML2, ABI1, SELH, SPART, RPTOR, CCAR2, SIX5, NUP93, K2C78, ZCH24, LTBP4, ASCC3, SYNPO, FNBP4, AFAP1, CERS5, NKAP, CPSF7, ARFG2, ARFG1, LRC17, EMC1, ENAH, RM43, YP023, ANR52, GT251, SUMF2, SUMF1, PGLT1, PCYXL, TXND5, SCPDL, SERB1, LEMD2, NECP1, FA98A, CHSTE, APCDL, RN214, LS14A, TNR6A, PHC3, ABCF1, SP20H, ZNT7, NAV1, VP37A, FBX22, PCAT1, ZMIZ2, ARI1B, NUP35, NEUA, PLBL2, MFSD8, NEDD1, ZNT5, G45IP, SMRC2, NPL4, PUM2, KISHA, RDH11, STT3B, SPP2B, HM13, ALMS1, NEK9, PKHO2, DDX54, DLG5, NEK7, GPX8, GEMI5, IPO4, ZN384, SETD7, F222B, SMAP2, CHUR, CEMIP, PDC6I, FBLI1, PHLA1, NUDC2, SCFD1, POF1B, LMO7, ATX2L, SELM, PALLD, SREK1, PSPC1, P66B, AUTS2, ZCH14, IRGQ, DDB2, ASM3A, DDX1, S39A7, FAM3C, GBF1, SMG7, RTF1, NICA, TM9S4, TM131, RT27, F168A, PHF3, MAML1, HS105, LAR4B, GCN1, ZN516, NU205, PXDN, AN32B, NECT2, TFG, ARC1A, STAM1, REQU, SC65, CBP, GGH, NELL1, DDX17, TANK, CELF1, GSLG1, RENT1, CSN5, GATA6, SMRC1, FUBP2, TNPO1, ARHG2, UBP13, USP9X, UBP7, LPP, RBPMS, SMCE1, CAVN3, MYDGF, YIPF5, PIGT, RL36L, ZN622, WBP2, NCLN, MRTFA, ERGI1, RFT1, FERM2, FUBP1, TTC17, LRC59, PBIP1, FKB10, AKTS1, PF21A, EFHD2, GALM, INT12, CTHR1, KLH29, OPTN, AP2M1, RCN3, REPS1, KBP, DAZP1, RBM33, CK024, ZN503, I17RA, OTUB1, PGM2, CERS2, ZC21A, P121A, PDLI5, CREL1, ERO1A, PGAM5, FUBP3, SUCB2, GMPPA, KIRR1, WNK4, TMX3, CHAP1, ZFP91, PDLI2, ZC3HA, CLP1L, SCYL1, Z512B, CNDP2, ZFR, B3GT6, EP400, VATG3, PRRC1, ZN512, NOL4L, MBOA7, DOCK7, TOX2, SPB12, ARHGH, RBM14, QKI, LENG8, GSDMA, PP1RA, S38A2, VPS35, PHF12, SNX18, CIC, MED15, ERGI2, NUDC1, ERBIN, PIGS, WRIP1, RANB9, CLCC1, UBL7, MYADM, SIN3A, RUFY1, MINT, MMS19, UHRF1, NIBA2, HTF4, TBCB, NELL2, PSB7, CNN2, SEC62, PCY2, K1C12, CDC5L, PSMD1, SDF2, PARK7, EYA3, NEUR1, VAT1, LGMN, PLIN2, NUP88, MNT, SCAFB, DNJC7, PHB2, RGPD5, PITX2, ATX2, HCD2, COCA1, SMAD5, ROAA, LITAF, NP1L4, ACON, TM9S2, TS101, CPNE1, TCPH, EBP2, ANM1, SH3G1, CND3, DDX50, MEP50, VKOR1, TBA1C, SELS, MBB1A, COR1B, TXD17, VPS25, RM45, MXRA8, CAB45, ADPGK, PELO, ERP44, LXN, ESYT1, CNPY3, LIMD2, CSN4, WAC, DIDO1, DCTN5, AASD1, TMM43, TBCD, TBB6, HNRL1, HTAI2, DDX23, DHRS6, CA050, WDR18, THUM3, RN126, TBB2B, TM109, TMED9, NUP58, ELOV1, THIC, REPI1, RBM4, SFXN3, SSBP3, NAA15, KLF16, SRRT, TGT, HDHD5, EIF2A, CADM1, MK67I, YTHD1, WNK3, NEUL, RM37, GTPB4, UACA, RAB34, TBL1R, UBL5, EDEM3, API5, K1C23, UNK, FTO, TB182, AMRA1, TTYH3, ADSSP, PITH1, SKI8, SLIRP, WWTR1, TWSG1, NAA50, MKRN2, PAIP1, LSG1, NAT10, XRN2, SP130, BRD8, DDX47, MAGT1, LMA2L, SIL1, I2BPL, NUCKS, EHD4, VPS16, SH3L3, EPC1, SLK, S38A1, PDCL3, RBGPR, ADNP, DPH5, HIPK2, FOXP1, CK068, BOLA2, TMX1, NELFA, GCP60, PTN23, UN45A, OFUT1, WNK1, AMPB, GAPR1, ZHX3, EHD1, ZN768, SG196, CC134, PEAK1, AAMDC, WDR26, PKHG2, ZN703, ACAD9, GORS2, JUPI2, SYP2L, SFXN1, FKRP, ELP3, KT3K, FBRS, MLXIP, PKHA5, GBB4, XPO5, GRPE1, MYG1, RC3H2, TENS1, TAF9B, EMAL4, GLOD4, ZBT20, NCOA5, TANC2, MOV10, ZN532, ZN160, TNR6C, CHD8, SDF2L, CD248, SEC12, S10AE, AT131, RM47, CHM1A, TM9S3, APMAP, TRXR2, ARFG3, RAB18, VTA1, CD320, UBN1, DCP1A, TF7L2, RTN4, NIT2, NECT3, EXOS3, ANLN, XPP1, GEPH, PDLI7, DDX21, SAR1A, SIAS, SHLB2, MBNL1, 4ET, AAAS, STRN4, UBQL4, HEBP1, ABC3C, PHP14, F1142, TM7S3, KRT84, SYFB, SYIM, BMP2K, ATG3, SMC4, SAC1, OLA1, ZF64B, RBM12, ABHDA, SHFL, T106B, SPS2L, DD19A, TBC23, CC50A, SEP11, MED17, DJC11, INT7, ATD3A, ARL8B, DDX18, RT18A, NLE1, ZN358, RBM22, ARGL1, RM22, CZIB, GEMI8, F120C, OCAD1, IMPA3, MIC19, CKLF6, P4HTM, TOR4A, TRM1, CARF, DPP3, DDX56, BCLF1, TAB2, M3K20, UGGG2, UGGG1, CDK12, TECR, ERAP1, GGA3, F120A, GDE1, IF2B1, MAT2B, MYOF, ITSN2, BICRA, EHD2, CNOT2, CALL5, CRIM1, HACD3, KCMF1, RAI14, RM27, SENP1, SH3B4, PHRF1, RCC2, SLAI2, TEN3, CT2NL, RRBP1, SYLC, RBM27, KANL3, ANFY1, RERE, SUCB1, LRIT1, DPM3, SAE1, COPG2, MRC2, GBG12, DHCR7, DKK3, VPS29, EIF3K, GRHPR, CATZ, SAE2, NXF1, B4GT7, PEF1, FBLN5, CLIP2, ZO2, DNJB4, ADDG, ABCF2, TES, LIMD1, Z3H7B, TCF20, SUN2, LIMA1, SRP68, CHRD1, SEPT9, UBQL2, PCYOX, DDX20, ATS1, DPP2, CEIP2, NB5R1, S30BP, MED13, PUF60, NRBP, VATH, CBPA4, XPO7, BAZ2B, SIX4, GGT7, MSRA, NAGK, DBNL, DCTN4, CDC23, STML2, DBR1, AKA11, GMEB2, CPSF3, PARP4, RALY, ITA11, NUP50, ZHX1, ZN346, DNPEP, MCTS1, S39AA, ASAP1, MRTFB, HEG1, ZMIZ1, PRR12, YETS2, HECD1, ZMYD8, COR1C, NOTC3, SPAT2, PPT2, PRP19, UBQL1, SNX12, SYNRG, G3BP2, CHIP, PACN2, MAGD2, SNX6, PSD13, FAF1, PPIE, CSN3, MINP1, S12A4, MACF1, SCAF8, TRI33, TNR6B, SMAG1, CE164, FOXJ3, SHAN2, COR2B, SRRM2, PA2G4, ZN148, RTRAF, RUVB2, CLC11, EIF3L, PLAP, RUVB1, NUDC, VDAC3, COF2, ERGI3, SYFA, DRG1, NCKP1, PLAK2, ZN652, MA2B2, OFUT2, FND3A, E41L3, R3HD2, RRP44, LRCH1, GSTK1, DDX52, RT07, TMA7, MAN1, CHSP1, TR150, NOP58, ZN281, SGT1, ACOT9, NOSIP, MEMO1, SHLB1, LC7L2, SBDS, TMED7, ORN, UFC1, STRAP, RTCB, ZN330, RL36, SAMH1, TLN1, ARIP4, MTCL1, TCAF1, UBP15, LOXL2, CRBG1, HYOU1, TBL2, KLF12, ARI1, LSM4, RN114, PRC2C, RBM7, YTHD2, SP16H, SRPRB, MRCKB, ZN706, MAGD1, SNX5, HCFC2, FHOD1, SERC, NCOR2, NPTN, CBPQ, SOX21, RT18B, COPG1, FKBP7, GMEB1, CLIC4, EMIL1, MTCH2, 5MP1, DC1L1, EPN1, NEMO, IF2B2, ZNT1, NCOA3, NUMBL, PIAS3, ZHX2, S23IP
Species: Bos taurus, Homo sapiens
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Jiang K, Gao Y, Hou W, Tian F, Ying W, Li L, Bai B, Hou G, Wang PG, Zhang L. Proteomic analysis of O-GlcNAcylated proteins in invasive ductal breast carcinomas with and without lymph node metastasis. Amino acids 2016 48(2) 26374642
Abstract:
The potential role of protein O-GlcNAcylation in cancer has been studied extensively, and the spread of cancer cells to regional lymph nodes is the first step in the dissemination of breast cancer. However, the correlation between O-GlcNAcylation and lymphatic metastasis in breast cancer remains elusive. In this study, we demonstrated that the overall O-GlcNAcylation as well as O-GlcNAc transferase (OGT) tends to decrease in response to the augmentation of lymph node metastasis (LNM) in invasive ductal breast carcinomas (IDCs). Although accumulating evidence indicates that individual O-GlcNAcylation may be important in the pathogenesis of breast cancer, O-GlcNAcylated proteins in IDCs are still largely unexplored. Herein, O-GlcNAcylated proteins of IDCs were chemo-enzymatically enriched and identified via liquid chromatography combined with tandem mass spectrometry. In total, 155 O-GlcNAcylated proteins were determined, of which 41 were only observed in LNM tissues, while 40 were unique in non-LNM samples. Gene ontology analysis showed that O-GlcNAc is primarily a nucleocytoplasmic post-translational modification, and most enriched functional terms were related to cancer development in both metastatic and non-metastatic IDCs. Moreover, several O-GlcNAcylated proteins involved in glycolysis and its accessory pathway were identified from LNM and non-LNM groups, respectively. These results indicate that the O-GlcNAcylation statuses of individual proteins were independent of the overall O-GlcNAcylation levels of metastatic and non-metastatic IDCs. Aberrant O-GlcNAc modification of these proteins might be associated with LNM progression.
O-GlcNAc proteins:
IGLL5, NPT3, SURF4, OGT1, GGCT, LX12B, NCOR1, IDHC, AATM, ASSY, CYTA, PIGR, TRFL, CATA, VWF, G3P, HSPB1, ALDOB, ARGI1, ALDH2, S10A8, ATPB, S10A9, ENOA, PGK2, PDIA1, CATD, ANXA2, CAH3, GSTA2, GSTP1, F16P1, S31D3, UBC, THIO, CH60, HSP7C, LAMP1, ETFA, PLAK, DESP, HSP76, TGM1, LORI, ATPA, PSA5, PSB4, PSB6, GSTM2, TKT, SPB3, S10A7, CPSM, CASPE, S10AB, PRDX2, SPR1A, PGM1, TALDO, RL3, HUTH, SSRA, RS5, PSB2, CASP5, HMCS2, EPIPL, TPIS, IF4A1, RS3A, RS14, H4, RS24, 1433Z, ACTG, EF1A1, ACTS, HBB, ARF5, FABP5, DSG1, PRDX1, CKAP4, TGM3, DSC1, BLMH, DYHC1, DSC3, CDSN, SYPL1, HCDH, PTHD3, ACTBL, KPLCE, CNDH2, SBSN, DEN5B, FBX50, H32, H2AV, SPA24, HORN, KLD8B, POF1B, MUC16, TITIN, NAR4, BHMT1, MUCL1, DIRA2, SPB12, GSDMA, PSMD1, TCPH, PGES2, S10AE, ALG13, GNL3L, TBA8, ING1, NINL
Species: Homo sapiens
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Li S, Zhu H, Wang J, Wang X, Li X, Ma C, Wen L, Yu B, Wang Y, Li J, Wang PG. Comparative analysis of Cu (I)-catalyzed alkyne-azide cycloaddition (CuAAC) and strain-promoted alkyne-azide cycloaddition (SPAAC) in O-GlcNAc proteomics. Electrophoresis 2016 37(11) 26853435
Abstract:
O-linked β-N-acetylglucosamine (O-GlcNAc) is emerging as an essential protein post-translational modification in a range of organisms. It is involved in various cellular processes such as nutrient sensing, protein degradation, gene expression, and is associated with many human diseases. Despite its importance, identifying O-GlcNAcylated proteins is a major challenge in proteomics. Here, using peracetylated N-azidoacetylglucosamine (Ac4 GlcNAz) as a bioorthogonal chemical handle, we described a gel-based mass spectrometry method for the identification of proteins with O-GlcNAc modification in A549 cells. In addition, we made a labeling efficiency comparison between two modes of azide-alkyne bioorthogonal reactions in click chemistry: copper-catalyzed azide-alkyne cycloaddition (CuAAC) with Biotin-Diazo-Alkyne and stain-promoted azide-alkyne cycloaddition (SPAAC) with Biotin-DIBO-Alkyne. After conjugation with click chemistry in vitro and enrichment via streptavidin resin, proteins with O-GlcNAc modification were separated by SDS-PAGE and identified with mass spectrometry. Proteomics data analysis revealed that 229 putative O-GlcNAc modified proteins were identified with Biotin-Diazo-Alkyne conjugated sample and 188 proteins with Biotin-DIBO-Alkyne conjugated sample, among which 114 proteins were overlapping. Interestingly, 74 proteins identified from Biotin-Diazo-Alkyne conjugates and 46 verified proteins from Biotin-DIBO-Alkyne conjugates could be found in the O-GlcNAc modified proteins database dbOGAP (http://cbsb.lombardi.georgetown.edu/hulab/OGAP.html). These results suggested that CuAAC with Biotin-Diazo-Alkyne represented a more powerful method in proteomics with higher protein identification and better accuracy compared to SPAAC. The proteomics credibility was also confirmed by the molecular function and cell component gene ontology (GO). Together, the method we reported here combining metabolic labeling, click chemistry, affinity-based enrichment, SDS-PAGE separation, and mass spectrometry, would be adaptable for other post-translationally modified proteins in proteomics.
O-GlcNAc proteins:
AXA2L, EIFCL, MYO1C, P2Y10, IPO5, PLOD2, DDX3X, ZN197, XPO1, PPM1G, HNRPR, ACTN4, SNG2, OGA, UGDH, BRD4, FLNB, U520, IDHC, TOM70, K2C75, LDHA, AL1A1, DHE3, PGK1, PIGR, IGHA1, K1C14, K2C6A, LMNA, ALBU, TRFL, K2C6B, K2C1, AT1A1, ALDH2, S10A8, ITB1, K1C18, K2C8, ENOA, G6PI, HYEP, PDIA1, TBB5, SYEP, HS90A, 4F2, HS90B, VIME, K2C7, K1C16, RSSA, DLDH, PARP1, LIGO3, UBB, HS71A, CH60, BIP, HSP7C, PYGB, G6PD, C1TC, K2C3, ACTN1, PEPD, XRCC5, RINI, EF2, K1C10, K1C13, K2C5, PDIA4, P4HA1, GLU2B, KPYM, ENPL, HNRPL, PLAK, DESP, NCPR, AT2A2, NAGAB, HSP76, CAN2, NUCL, IF2B, ANXA7, FLNA, TGM2, PUR6, UBA1, SAHH, RPB1, ATPA, MOES, EF1G, CALR, MAP4, CALX, ITPI2, TKT, PDIA3, 2AAA, AL3A1, CPSM, QCR1, HNRH1, STIP1, HSP74, K1C9, MYH9, MYH10, K22E, PRS7, SRBP1, HSPA9, IF4A3, IF2G, LPPRC, MATR3, AL3B1, NAMPT, UBP5, KI67, MAP1B, UTRN, IQGA1, TCPE, K2C6C, AL9A1, NASP, FAS, TCPG, EFTU, SYAC, F10A1, TCPQ, TCPD, 6PGD, HNRPM, ACLY, SYRC, UBP14, S12A2, TERA, ECHB, NP1L1, EIF3B, SYMC, EIF3E, ACTB, UB2D3, ARP3, HNRPK, PRS4, ACTC, EF1A1, TBA1B, TBB4B, KRT85, PRKDC, DCD, S25A3, CLH1, HNRPU, SPTB2, PFKAP, FKBP4, AKA12, IF4G1, K1C17, CKAP4, DHX9, RBBP4, TP53B, TRAP1, PSMD2, SQSTM, TBB3, SPTN1, HNRPD, EIF3A, GANAB, GOGB1, IMB1, NUMA1, PDIA6, PLEC, PCM1, K1H1, KCC4, DREB, TRXR1, HKDC1, LRRF1, FILA2, BIG3, CROCC, BROX, K2C79, K2C80, PRP8, CCD81, SPT6H, SND1, MYH14, CC190, HORN, UNC80, GHDC, CDRT4, TXND5, NDRG1, GCN1, TNPO1, SIPA1, ERO1A, ODAD4, VPS35, ERP44, EHD4, SLK, RTN4, DDX21, SYFB, MYOF, RRBP1, SRP68, ACINU, SRRM2, PA2G4, MA2B2, RTCB, TLN1
Species: Homo sapiens
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Hardivillé S, Hoedt E, Mariller C, Benaïssa M, Pierce A. O-GlcNAcylation/phosphorylation cycling at Ser10 controls both transcriptional activity and stability of delta-lactoferrin. The Journal of biological chemistry 2010 285(25) 20404350
Abstract:
Delta-lactoferrin (DeltaLf) is a transcription factor that up-regulates DcpS, Skp1, and Bax genes, provoking cell cycle arrest and apoptosis. It is post-translationally modified either by O-GlcNAc or phosphate, but the effects of the O-GlcNAc/phosphorylation interplay on DeltaLf function are not yet understood. Here, using a series of glycosylation mutants, we showed that Ser(10) is O-GlcNAcylated and that this modification is associated with increased DeltaLf stability, achieved by blocking ubiquitin-dependent proteolysis, demonstrating that O-GlcNAcylation protects against polyubiquitination. We highlighted the (391)KSQQSSDPDPNCVD(404) sequence as a functional PEST motif responsible for DeltaLf degradation and defined Lys(379) as the main polyubiquitin acceptor site. We next investigated the control of DeltaLf transcriptional activity by the O-GlcNAc/phosphorylation interplay. Reporter gene analyses using the Skp1 promoter fragment containing a DeltaLf response element showed that O-GlcNAcylation at Ser(10) negatively regulates DeltaLf transcriptional activity, whereas phosphorylation activates it. Using a chromatin immunoprecipitation assay, we showed that O-GlcNAcylation inhibits DNA binding. Deglycosylation leads to DNA binding and transactivation of the Skp1 promoter at a basal level. Basal transactivation was markedly enhanced by 2-3-fold when phosphorylation was mimicked at Ser(10) by aspartate. Moreover, using double chromatin immunoprecipitation assays, we showed that the DeltaLf transcriptional complex binds to the DeltaLf response element and is phosphorylated and/or ubiquitinated, suggesting that DeltaLf transcriptional activity and degradation are concomitant events. Collectively, our results indicate that reciprocal occupancy of Ser(10) by either O-phosphate or O-GlcNAc coordinately regulates DeltaLf stability and transcriptional activity.
O-GlcNAc proteins:
TRFL
Species: Homo sapiens
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