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Liu J, Hao Y, Wang C, Jin Y, Yang Y, Gu J, Chen X. An Optimized Isotopic Photocleavable Tagging Strategy for Site-Specific and Quantitative Profiling of Protein O-GlcNAcylation in Colorectal Cancer Metastasis. ACS chemical biology 2022 35254053
Abstract:
O-linked-β-N-acetylglucosamine (O-GlcNAc) glycosylation is a ubiquitous protein post-translational modification of the emerging importance in metazoans. Of the thousands of O-GlcNAcylated proteins identified, many carry multiple modification sites with varied stoichiometry. To better match the scale of O-GlcNAc sites and their dynamic nature, we herein report an optimized strategy, termed isotopic photocleavable tagging for O-GlcNAc profiling (isoPTOP), which enables quantitative and site-specific profiling of O-GlcNAcylation with excellent specificity and sensitivity. In HeLa cells, ∼1500 O-GlcNAcylation sites were identified with the optimized procedures, which led to quantification of ∼1000 O-GlcNAcylation sites with isoPTOP. Furthermore, we apply isoPTOP to probe the O-GlcNAcylation dynamics in a pair of colorectal cancer (CRC) cell lines, SW480 and SW620 cells, which represent primary carcinoma and metastatic cells, representatively. The stoichiometric differences of 625 O-GlcNAcylation sites are quantified. Of these quantified sites, many occur on important regulators involved in tumor progression and metastasis. Our results provide a valuable database for understanding the functional role of O-GlcNAc in CRC. IsoPTOP should be applicable for investigating O-GlcNAcylation dynamics in various pathophysiological processes.
O-GlcNAc proteins:
A0A0B4J203, A0A0C4DFX4, RBM47, E2F8, WDR27, SBNO1, CNOT1, P121B, P121C, H0YAE9, H0YHG0, H7C469, K7ELQ4, M0QZ24, PDLI1, HAX1, TAF4, BCL9, CAC1A, DDX3X, NFIB, PPP6, MA2B1, ARI1A, SOCS7, ABLM1, KMT2D, GBRD, RGRF2, TX1B3, HGS, MYPT1, SYN3, ZN609, TRI66, PDZD2, MAST4, SC16A, SET1A, CASC3, FOXP2, MOT4, P4HA2, ARPC5, CLOCK, MAFG, PER1, KDM6A, TET3, SI1L1, TGFI1, M3K7, MCA3, PRPF3, TPD54, SYNJ1, IF4G3, E41L2, WIPF1, FOXO3, TGM5, RNF13, SPY2, PLRG1, ZN207, AKAP8, CALU, ORC5, MYPT2, GANP, OGA, CCNT1, BUB1B, PLOD3, PLIN3, MOT2, MAFK, PQBP1, BRD4, TBL1X, PP1RB, NBN, MITF, SRGP2, N4BP1, ROCK2, PP6R2, CNOT3, ANR17, FLNB, NCOR1, SF3B1, REM1, CREG1, CRTAP, SYUG, CYTF, TOX4, TOX, SUN1, PCF11, AGFG2, UBE4B, CAC1H, SVIL, SC24A, SC24B, CNOT4, EYA4, ZMYM6, BAG3, LATS1, DDAH2, TXD12, ONEC2, CLPT1, ABL1, CRYAB, LMNA, TFR1, CATA, GLCM, FUCO, ALDOA, GCR, G3P, CPNS1, HSPB1, RLA2, RLA0, ITB1, K1C18, NPM, CATL1, CATB, MCR, BGLR, ITA5, NFIC, VIME, SNRPA, FGR, ATX1L, DERPC, ZN865, GLI2, MYBB, CLUS, PPAL, MPRI, PABP1, TPR, BMP3, SKIL, ENPL, PO2F1, PLAK, ATF2, ZEP1, RS2, TFE2, F261, ITB4, ZNF23, ZNF25, JUNB, ATF7, TPH1, DDX5, EGR1, SON, NELFE, ATF1, ATF6A, CADH2, ICAL, CSRP1, FLNA, RFX1, CBL, SFPQ, COF1, IF4B, GATA2, APC, DDX6, ARNT, MAP4, LYOX, HXD9, MZF1, CLIP1, 5HT1F, HXA11, ZEP2, ELF1, CTNB1, FBN1, ADDA, BASI, NU214, VGFR2, SRP14, NUP62, SYUA, VATA, CUX1, TXLNA, STAT3, LAP2A, EPS15, HELZ, MATR3, SSRA, SSRB, KI67, ATRX, MAP1B, YAP1, UTRN, STT3A, SC6A8, RFX5, SOX2, PRC2A, HSP13, NR2C2, NASP, CDK8, DHE4, YLPM1, NU153, RBP2, TAF6, MRE11, EMD, MXI1, MAP2, TOB1, PPT1, TCPQ, PAPOA, HCFC1, GDS1, AGFG1, CRIP2, NUP98, SMTN, SC24C, HIRA, ATX1, ATN1, AFAD, AF10, AF17, DSRAD, SEC13, NU107, ZN445, CSN2, RL37, WDR5, TIM10, F193A, RBM6, PITX1, IF4G2, PHC1, ADA17, KGD4, RL19, FOXK1, DAB2, RHG04, RBM10, HNRPU, SPTB2, FOXK2, RUNX1, MEF2A, SP2, SP3, PLOD1, KMT2A, TF65, IF4G1, NOTC2, TLE3, TLE4, PTN12, CALD1, MEF2C, P5F1B, GABPA, ZO1, ACK1, EP300, AHNK, FCHO2, HMGX3, SRBP2, FOXO1, ASPH, TROAP, BPTF, FSTL1, NFIA, DPYD, TP53B, FOXC1, ECH1, ROA0, DDX10, TBX2, GPS2, G3BP1, PABP4, ADAM9, PICAL, NAB1, SERC3, RIPK1, IQGA2, STIM1, CUL4B, ASPP2, CAC1S, RUNX2, NFYC, CDK13, TOB2, VEZF1, UBP2L, GIT2, SRC8, CAPR1, LAGE3, PUM1, MDC1, EPN4, TTLL4, RRP1B, NCOA6, GSE1, MEF2D, LASP1, MYPC3, ZN638, NUMA1, SART3, CND1, R3HD1, KIF14, WDR43, PLCL1, PLEC, NOMO1, NONO, RCN1, RYR3, KS6A1, RBMS2, TAF1C, SF01, MED1, JHD2C, TRIP6, T22D1, ELF2, TAB1, HERC1, NCOA1, VAS1, ZFHX3, ZYX, ADRM1, SYPL1, TAF9, DREB, DGKD, CGT, GEN, LY6K, RFX7, QSER1, AAK1, PRSR3, QRIC1, MA7D1, WDR72, TBRG1, TB10B, TPRN, FIL1L, SVEP1, AMOT, EPC2, CRTC2, PAN3, HS904, YIF1B, AG10A, IGS11, ZN628, BCORL, FIGN, K2026, SH319, TGO1, PRC2B, TOIP1, CEP78, P4R3B, HP1B3, CE170, ZN362, FKB15, AKND1, ZEP3, LRIF1, SWT1, RHG21, UBAP2, RBM26, DEP1A, OGRL1, AHDC1, F222A, RPRD2, RN220, ZN318, TASO2, ZMYM4, PAPD7, TNS2, KANK2, ARID2, USF3, RHG17, CYTSA, ANR40, BICRL, JADE1, PKHA7, NIPBL, LIN54, TET2, RINT1, CRCDL, ZNT6, TTC41, RHGBA, NFRKB, RSBNL, KCD18, NCEH1, MDEAS, ZC3HE, LARP1, NHS, CRTC3, SAS6, MCAF1, BCOR, MPRIP, DNMBP, GGYF2, THADA, BNC2, NFXL1, NBEL2, CO039, SRCAP, CBAR2, UBN2, XIRP1, RAPH1, LARP4, HAKAI, ASXL2, SPT6H, KDM3B, ZCCHV, KANL1, RGPD4, POGZ, ZFY16, NUFP2, MAVS, CLAP1, EMSY, I2BP2, SRGP1, RBBP6, SH3R1, HUWE1, YTHD3, NPM2, ILDR1, KAISO, MYPN, LDB1, LYRIC, BCL9L, LUZP1, NRAP, RTTN, PRSR1, DDX42, CEP57, CD20B, CACL1, P66A, HIPK1, KCC1D, RN135, MY18B, AHNK2, FOXP4, NAV3, NAV2, MISP, ARI3B, IPRI, TEX2, MGAP, CC28A, Z3H7A, ANKH1, SUGP1, RPAP2, MILK2, SRRM1, ZZZ3, FA71A, PHAR4, RTKN2, DCP1B, XRN1, PELP1, CKLF8, TENS4, SPART, RPTOR, NUP93, ZN687, DOCK4, RHG24, RUSC2, SYNPO, FNBP4, D2HDH, RP25L, ATPF2, CPSF7, ARFG1, ENAH, SPOT1, SUMF1, KCNH5, SLAI1, TNR6A, PHC3, DRC6, CBPC3, NAV1, VP37A, KMT2C, ZMIZ2, BD1L1, ARI1B, FLCN, NUP35, TOIP2, TNIP2, KNL1, OR2L2, PUM2, CC110, TBC15, STT3B, ZN507, ALMS1, DLG5, KCNV2, BRX1, DOT1L, GEMI5, PARD3, ZN384, SMAP2, IASPP, TM263, ZFN2B, NUDC2, PCNP, TRUB1, LMO7, ATX2L, PALLD, P66B, BBX, ZCH14, GBF1, SMG7, RTF1, NICA, PHF3, MAML1, ZN592, LAR4B, TFG, TAF4B, RREB1, SC65, CBP, SYMPK, DDX17, GPKOW, FUBP2, UBP7, LPP, LSM10, NCLN, MRTFA, FUBP1, TTC17, PBIP1, TTC28, TOM6, PF21A, INT12, REPS1, ESS2, MBD6, ELP4, SGF29, RBM33, ZN503, P121A, TONSL, PDLI5, ERO1A, DOCK6, FUBP3, RSRC1, ZN594, VCIP1, ZN462, LCOR, PDLI2, CLP1L, Z512B, ZFR, EP400, MRFL, H6ST2, TIGD1, NOL4L, DOCK7, RPR1A, RBM14, ADCYA, QKI, LENG8, TRNT1, PP1RA, PHF12, CIC, MED15, ERBIN, HMCN1, LMF1, PIGS, WRIP1, SIN3A, MINT, HTF4, EYA3, POP1, TEAD3, TTC1, CSN8, ATX2, ARI3A, ANM1, PKP2, TEP1, DPH2, WAC, DIDO1, HNRL1, RBM4, SSBP4, PRR14, SSBP3, YTHD1, KPCD2, ZCHC2, TB182, AMRA1, CE295, TANC1, ZC12C, CEP44, STRAB, SP130, BRD8, RGAP1, SMG9, APC1, I2BPL, TMX4, KI13A, WDR13, EPC1, ADNP, ZN106, TM245, FOXP1, PABP3, WNK1, E41L1, ZHX3, BICC1, PEAK1, PPR3E, ZN703, PKHA5, CLSPN, BCDO1, RC3H2, ZFYV1, TAF9B, EMAL4, ZBT20, NCOA5, TANC2, ZN532, NCK5L, TNR6C, CHD8, FBSL, APMAP, DMAP1, UBN1, DCP1A, INCE, ANLN, GEPH, PDLI7, TULP4, HOME2, SLX9, DIAP3, BMP2K, RBM12, STAU2, DDX28, CWC25, CARF, ETAA1, ABI2, HXC10, BCLF1, TAB2, CELR3, CDK12, GRHL1, SACS, ITSN2, BICRA, CNOT2, TMEM9, CAC1I, CAMP3, DAPLE, RCC2, DIP2B, MBD5, CT2NL, F135A, KANL3, RERE, SE1L1, TRM7, YM012, KDM5B, LIMD1, TCF20, SUN2, LIMA1, SEPT9, UBQL2, TRPS1, S30BP, NRBP, BAZ2B, SIX4, HOOK1, CDC23, TASOR, GMEB2, TNIK, PARP4, NUP50, ZHX1, CDV3, MCTS1, KCNH3, LRFN2, MRTFB, ZBT21, PRR12, YETS2, HECD1, PKCB1, NOTC3, SPAT2, SOX13, G3BP2, MAGD2, MINP1, MACF1, CP131, SCAF8, TRI33, PHF8, LIMC1, TNR6B, SRRM2, SCML2, ZN148, POLH, INVS, ICE1, R3HD2, MAN1, TR150, WBP11, ZN281, STA13, WNK2, HBS1L, ARIP4, MTCL1, DCAF1, RPGF2, IRS2, CRBG1, HYOU1, SAM50, PRC2C, YTHD2, NCOR2, GMEB1, DC1L1, EPN1, NCOA3, ZHX2, S23IP, U3KPZ7, V9GYH0
Species: Homo sapiens
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Qin H, Chen Y, Tang F, 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 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 the 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, K2026, 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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Xie X, Wu Q, Zhang K, Liu Y, Zhang N, Chen Q, Wang L, Li W, Zhang J, Liu Y. O-GlcNAc modification regulates MTA1 transcriptional activity during breast cancer cell genotoxic adaptation. Biochimica et biophysica acta. General subjects 2021 1865(8) 34019948
Abstract:
Chromatin modifier metastasis-associated protein 1 (MTA1), closely associated with tumor angiogenesis in breast cancer, plays an important role in gene expression and cancer cell behavior. Recently, an association between O-GlcNAc transferase (OGT) and MTA1 was identified by mass spectroscopy. However, the potential relationship between MTA1 and O-GlcNAc modification has not yet explored.
O-GlcNAc proteins:
MED19, SBNO1, PGP, DPRX, SMHD1, RGPD3, ZSWM8, P121C, VGLL3, MCRI1, CK098, KIF2A, DX39A, PDLI1, BACH, MYO1C, MYO1F, AIP, SMAP, AP3B1, PSD11, PSD12, PSMD9, SPT5H, TAF4, DFFA, CLIC1, EIF3F, MATN2, LORF2, IPO5, SAP18, IF2B3, DNM1L, RTCA, AGRIN, PLOD2, HMGN4, IMA4, BCL9, PESC, NOP56, DDX3X, PODXL, CCN1, IMA3, NFIB, MA2B1, PDXK, ARI1A, TXND9, G3PT, CTRO, COPE, AP3D1, PDCD5, NHRF1, TPP1, TCRG1, TNPO2, PSA7, GIPC1, HAT1, HGS, MYPT1, HNRDL, XPO1, ZN609, SPTN2, SC16A, PLXB2, SR140, SET1A, LSM1, NPC1, ARC1B, ARPC2, ARPC3, TIF1A, PGRC2, PFD6, NKRF, LAMA5, ZN185, CASC3, OGT1, PMM2, HMGB3, PPM1G, FANCA, EIF3D, EIF3H, HDAC3, IPO8, STX7, NUP42, CLOCK, KDM6A, DHX15, MCES, FLRT2, PRP4, SERA, DC1L2, PSMD3, RFOX2, PAPS1, ZW10, SNUT1, SPIT2, TGFI1, M3K7, MCA3, HNRPR, PRPF3, TPD54, COCH, IF4G3, PPIH, ARK72, E41L2, TGON2, S26A4, FOXO3, DENR, XPOT, PLRG1, RGS10, ZN207, GET3, BUB3, ACTN4, BUD23, HTSF1, AP1G1, SYNC, KRT86, CPSF5, LANC1, AKAP8, CALU, RAD21, DHX16, MED14, SMCA5, JIP4, ZC3H1, TRAK2, AQR, GANP, KDM1A, GSDME, EVI5, SNX3, OGA, HNRPQ, CCNT1, PLOD3, AP180, PLIN3, MAFK, IMA7, UGDH, CTND1, SNX2, USO1, CCD22, PQBP1, DKC1, IF2P, EDF1, DNJA2, BRD4, PFD1, NBN, MCE1, WDR1, CPNE3, BRE1B, ZC11A, CLU, T22D2, PP6R2, CNOT3, CREST, ANR17, ZPR1, DUS11, PDCD6, TBCA, VATG1, H2AY, FLNB, NCOR1, SPAG7, SC22B, DEAF1, PR40A, VP26A, SAP30, MED24, KTNA1, PSIP1, SRS10, BAF, SF3B1, CSDE1, PRKRA, MED6, NPM3, LYPA1, U520, NU155, WDHD1, CRTAP, EIF3G, STAM2, CCNK, PRAF3, PIAS1, PIAS2, SPF27, DNJC8, SPF30, MPDZ, GLRX3, KRT36, RL1D1, CIAO1, SRP72, DDAH1, RECQ4, MTA2, MYO1D, TOX4, SC24D, PHF14, UBXN7, SUN1, PLPHP, ERLN2, PRP6, PCF11, NFAT5, HAUS5, AP2A2, SC31A, HEXI1, SEM3D, UBR5, AGFG2, SCAF4, ZFPL1, EPN2, ZRAB2, LC7L3, KAT7, MPZL1, FKBP9, CELF2, PAPS2, SMC2, LYPA2, IPO7, AGM1, CD2B2, BAG4, AHSA1, PSMG1, SC24A, SC24B, AGRL2, ACSL3, PCNT, CNOT4, CPSF4, EYA4, K2C75, SNP29, OXSR1, HS74L, PTBP3, AP2A1, STAU1, CAVN2, BAG2, M4K4, BPNT1, MBD3, CLPT1, ACL6A, CYB5, ADH1B, ADH1G, LDHA, DHE3, NB5R3, GSHR, SODC, PNPH, HPRT, AATM, EGFR, PGK1, KAD1, LALBA, FA10, TRYP, ASSY, A2MG, LDLR, HLAH, HBA, CO1A1, K1C14, K2C6A, LMNA, CASA1, CASA2, CASB, CASK, FINC, LACB, ALBU, ALBU, TFR1, GLCM, ALDOA, CYTB, ANXA1, GCR, PRIO, KITH, K2C6B, K2C1, G3P, CPNS1, HSPB1, RPN1, RPN2, GNAI2, AT1B1, ALDOB, A4, ARGI1, S10A8, HMGN1, ISG15, IF2A, HMGN2, ICAM1, RLA1, RLA2, JUN, LA, AP2A, ITB1, K1C18, K2C8, MYL1, GELS, PTMA, CDK1, ATPB, S10A6, IF4E, ENOA, PYGL, G6PI, DPOLB, NPM, TPM3, ITAV, LIPL, HEXA, ACBP, FABPL, LDHB, PDIA1, H10, CATD, ANXA2, CAN1, TBB5, TRY1, SAP, HEXB, PROF1, APT, K2C4, SYEP, CATB, HS90A, HNRPC, LAMB1, TPM2, FUMH, TSP1, SP1, ANXA6, DAF, MDR1, 4F2, HS90B, ASNS, ADH4, HEM3, RU2B, MET, RU17, ITA5, NFIC, VIME, RS17, K2C7, K1C13, ANXA5, K1C16, RSSA, CD63, SNRPA, GSTP1, RU1C, LEG1, HMGB1, CLCA, ROA1, RU2A, PARP1, UCHL1, LKHA4, ALDOC, CC175, ATX1L, ZN865, CT45A, HS71B, CALM3, RO60, H14, PTPRF, THIO, PPGB, KAP0, HEM4, ESTD, CH60, BIP, LAMC1, PPAL, HSP7C, GTR1, PYGB, LAMP1, TOP1, TOP2A, G6PD, C1TC, MPRI, ADHX, SRF, PABP1, PCNA, HARS1, IMDH2, TPR, KCRB, ANXA3, ACTN1, XRCC6, XRCC5, LAMP2, RINI, MYH6, ICAM2, AT1A3, EF2, K1C10, K2C5, PDIA4, TCTP, PLST, GYS1, T2FB, CD59, MIF, GLU2B, FPPS, TRI27, AK1A1, KPYM, ENPL, CCNB1, PO2F1, HNRPL, SYDC, ETS1, PLAK, ALDR, AMPN, PVR, ERF3A, EZRI, ATF2, FOSL1, FOSL2, MCP, NQO1, GNS, ZEP1, RS2, TFE2, DESP, RFA2, CD44, ITB4, CBR1, CREB1, BGAL, H15, H13, H12, AT2A2, STMN1, YBOX3, HSP76, HMGA1, JUNB, UBF1, JUND, ATF7, CAN2, PTN2, PYRG1, DDX5, PFKAL, LEG3, PRS6A, TCPA, PTN1, ARF4, RL7, VINC, SON, NELFE, RL17, PGAM1, RCC1, ATF1, XRCC1, CADH2, ML12A, NUCL, HXK1, RO52, SPEE, SL9A1, CSK22, RXRA, NFKB1, IF2B, ANXA7, TBP, BTF3, PSB1, MPRD, LMNB1, ICAL, CD11B, VATC1, CSRP1, FLNA, 5NTD, TAF1, CD9, TGM2, PIMT, FBRL, PUR2, PUR6, UBA1, NDKB, ROA2, RFX1, CBL, EST1, FBLN1, TCEA1, ITA6, SFPQ, PPIB, SYWC, RS3, NFYA, SAHH, COF1, IF4B, KTHY, CCND1, COT2, EF1B, PPAC, RPB1, CDK2, MCM3, NFYB, THTM, LAMA1, RS12, BRD2, TYY1, DNJB1, ATPA, PSA1, PSA3, PSA4, ITA3, MOES, DDX6, CTNA2, DNMT1, PAX6, U2AF2, RL13, HMGB2, PTBP1, SYTC, SYVC, EF1G, 1433T, ARNT, RL10, RFA1, APEX1, PYR1, CALR, MAP4, CALX, PSA5, DPOD1, MK01, RXRB, GRN, PTPRM, T2EA, CCN2, EPHA2, 3MG, KDM5A, TKT, RBMS1, PML, EF1D, ERP29, PRDX6, BLVRB, PRDX5, RL12, KCY, PEBP1, PDIA3, 2AAA, 2AAB, NMT1, HMOX2, PURA2, UFO, PUR8, CLIP1, SORCN, ILEU, RPB2, SDHA, METK2, CPSM, TIA1, ZEP2, DNJA1, AKT1, PUR9, HNRH3, HNRH1, 1433B, 1433S, STIP1, S10AB, L1CAM, PRDX2, OTX1, CDD, ELF1, RL9, KINH, CSTF2, DUT, TTK, MCM4, MCM5, MCM7, HSP74, GPC1, PROF2, CTNA1, CTNB1, PCGF2, SPB6, RADI, RFA3, RFC4, RFC2, RFC1, RL22, T2FA, SPRE, HXD13, CBS, K1C9, FBN2, GDE, MYH9, MYH10, COPB2, BASI, FUS, NU214, DEK, K22E, RL4, PP1G, GNL1, SRBP1, SRP14, NUP62, TAGL2, TALDO, RBMX, COIL, VKGC, GRP75, IF4A3, RS19, RL3, COIA1, OST48, AN32A, FEN1, CAPG, IL6RB, TXLNA, TCPZ, NNMT, PBX2, RL13A, STAT3, MDHC, MDHM, RFC5, IF2G, CETN2, BUD31, NAA10, CSK, GARS, SYIC, EIF1, KPCI, LAP2A, LAP2B, STAT1, MTREX, RS27, HELZ, RL35, CDN2A, PCP, ECE1, LIS1, MUC18, MATR3, MSH2, SSRA, RANG, NAMPT, PRS6B, NKX21, VDAC2, CBX5, UBP5, KI67, RAGP1, RECQ1, NOP2, CRK, CRKL, BAG6, NSF, NOTC1, MP2K3, RL27A, RL5, RL21, RL28, RS9, RS5, RS10, MAP1B, GNPI1, YAP1, UTRN, IQGA1, STT3A, CAPZB, IF1AX, SYQ, RL29, LIMS1, PPCE, RFX2, RFX5, SOX9, COPD, GSH0, PSMD8, PRC2A, TCPE, NEST, HSP13, KC1A, PIPNB, AGRE5, DPOD2, PAXI, RL34, NASP, FAS, CDK8, TCPG, EFTU, SRP09, PCY1A, SYAC, SYCC, SYSC, PRI2, CTCF, PSB2, MCM2, TSP3, YLPM1, TMEDA, RBM25, NUMB, HINT1, NU153, RBP2, GSK3A, GSK3B, TAF6, SPS1, GUAA, DNLI3, MRE11, CRIP1, GDIB, EMD, SERPH, F10A1, VASP, DYN2, CDK9, BCAM, PPT1, RL14, TCPQ, TCPD, ANX11, PAPOA, FXR1, FXR2, RAB5C, RAB7A, DUS3, SMCA4, GALK1, SSRD, HCFC1, UBP11, NR0B1, HDGF, ROA3, 6PGD, HNRPM, IMA1, IMA5, GDIR1, AGFG1, HNRPF, TF2AA, MSH6, ZN131, ZN143, RBM5, SPSY, EFNB2, CAZA1, CRIP2, NUP98, PPP5, ACLY, MAP11, COPB, COPA, CATC, AP2S1, PTTG, SMTN, IST1, SC24C, TCP4, ICLN, SYRC, ATX1, ATN1, SYYC, UBP14, HSP72, BCAT1, AT1B3, RD23B, PRRX1, HMCS2, SNAA, IF5, DRG2, XPO2, TERA, MFAP1, AF10, AF17, NP1L1, ADK, DSRAD, LAMB2, FOXG1, TPD52, SEC13, NH2L1, PSA, HNRH2, SUMO3, EIF3B, GFRA1, SYMC, IF6, CTBP2, TMM33, PCBP3, PCBP4, CORO7, NU107, MTPN, H2B1D, DEF3, ARPC4, SC61G, TPIS, EIF3E, SC61B, PP4C, MYL6, ACTB, IF4A1, RS20, PRPS1, PSA6, S10AA, CDC42, DEST, GMFB, RAB8A, SPCS3, RAB2A, RAB5B, RAB10, UBC12, UBE2N, ARP3, ARP2, ACTZ, CSN2, ABCE1, RS3A, RL26, PSME3, RL15, RL27, RL37A, RHOA, S61A1,