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Wong YK, Wang J, Lim TK, Lin Q, Yap CT, Shen HM. O-GlcNAcylation promotes fatty acid synthase activity under nutritional stress as a pro-survival mechanism in cancer cells. Proteomics 2022 35083852
Abstract:
Protein O-GlcNAcylation is a specific form of protein glycosylation that targets a wide range of proteins with important functions. O-GlcNAcylation is known to be deregulated in cancer and has been linked to multiple aspects of cancer pathology. Despite its ubiquity and importance, the current understanding of the role of O-GlcNAcylation in the stress response remains limited. In this study, we performed a quantitative chemical proteomics-based open study of the O-GlcNAcome in HeLa cells, and identified 163 differentially-glycosylated proteins under starvation, involving multiple metabolic pathways. Among them, fatty acid metabolism was found to be targeted and subsequent analysis confirmed that fatty acid synthase (FASN) is O-GlcNAcylated. O-GlcNAcylation led to enhanced de novo fatty acid synthesis activity, and fatty acids contributed to the cytoprotective effects of O-GlcNAcylation under starvation. Moreover, dual inhibition of O-GlcNAcylation and FASN displayed a strong synergistic effect in vitro in inducing cell death in cancer cells. Together, the results from this study provide novel insights into the role of O-GlcNAcylation in the nutritional stress response and suggest the potential of combining inhibition of O-GlcNAcylation and fatty acid synthesis in cancer therapy. This article is protected by copyright. All rights reserved.
O-GlcNAc proteins:
RUXGL, ADAS, DX39A, MYO1C, IPO5, PESC, NOP56, DDX3X, SCD, MGST3, HNRDL, XPO1, SURF4, OGT1, PPM1G, MOT4, DHX15, CYB5B, SERA, HNRPR, BUB3, ACTN4, MYO1B, GANP, HNRPQ, NDUS7, MPU1, H2AY, FLNB, SC22B, SF3B1, U520, UTP20, NU155, ATP5H, RL1D1, MTA2, RTN3, VAPB, IPO7, ACSL3, BAG2, TOM40, LDHA, DHE3, AATM, PGK1, ASSY, LMNA, TFR1, ALDOA, K2C1, G3P, HSPB1, RPN1, AT1A1, ADT2, PCCA, RLA1, RLA0, LA, K1C18, K2C8, ATPB, ENOA, NPM, TPM3, LDHB, PDIA1, ANXA2, TBB5, TRY1, PROF1, SYEP, HS90A, HNRPC, DAF, 4F2, HS90B, ODPA, RU17, VIME, RS17, K2C7, GNAI3, RSSA, LEG1, ROA1, PARP1, PRS56, HS71B, ODP2, THIO, MGST1, CH60, BIP, HSP7C, GTR1, TOP2A, PYC, PABP1, PCNA, ADT3, IMDH2, KCRU, XRCC6, XRCC5, EF2, K1C10, K2C5, PDIA4, PLST, ETFA, MIF, KPYM, ENPL, HNRPL, PLAK, EZRI, NDKA, RS2, DESP, H13, NCPR, AT2A2, DDX5, TCPA, PTN1, ARF4, RL7, RL17, NUCL, GSTM3, FLNA, FBRL, PUR6, UBA1, ROA2, QCR2, SFPQ, PPIB, RS3, SAHH, COF1, MCM3, RS12, ATPA, U2AF2, RL13, S10A4, PTBP1, SYVC, EF1G, STOM, RL10, APEX1, PYR1, CALX, TKT, ERP29, PRDX6, PRDX5, PRDX3, RL12, PDIA3, CPSM, HNRH1, STIP1, L1CAM, PRDX2, P5CR1, DUT, MCM7, GLYM, HSP74, PHB1, RL22, MYH9, SOAT1, DEK, K22E, RL4, LONM, NUP62, GRP75, IF4A3, RL3, RL13A, ARL1, STAT3, MDHM, RFC3, ECHA, SYIC, LAP2A, LPPRC, MATR3, MSH2, GPDM, VDAC2, KI67, BAG6, RL27A, RL5, RS9, STT3A, CAPZB, SYQ, RL29, AT5G3, TCPE, RL34, FAS, TCPG, EFTU, ACADV, TMEDA, NU153, RBP2, CPT1A, SERPH, RL14, TCPQ, TCPD, FXR1, RAB5C, RAB7A, HCFC1, ROA3, 6PGD, HNRPM, IMA1, HNRPF, MSH6, TXTP, ACLY, COPA, MOT1, SYRC, KAD2, P5CS, XPO2, TERA, NP1L1, DSRAD, ATPK, TMM33, TPIS, MYL6, IF4A1, RS20, S10AA, RAP1B, RL15, RL37A, HNRPK, RS8, RS16, 1433E, RS14, RS23, RS11, RUXE, RL7A, RS4X, RS6, H4, RAB1A, RAN, RL23, RS25, RS26, RL10A, RL11, RL8, PPIA, RS27A, RSMN, RACK1, ACTG, UBC9, TBA1B, TBB4B, GTF2I, TCPB, PRKDC, RL24, ARF5, RL19, SRSF3, MPCP, CLH1, HNRPU, SPTB2, EXOSX, RL18A, RL6, IF4G1, K1C17, PRDX1, RL18, C1QBP, KHDR1, DHX9, NCBP1, AHNK, NU160, SF3A3, ILF3, ACACA, PRDX4, CBX3, TIF1B, SPTN1, HNRPD, SAFB2, TTL12, CAPR1, ITPR1, RRP1B, GANAB, LBR, GOGB1, IMB1, NUMA1, SUZ12, U5S1, RRS1, PDIA6, PLEC, TEBP, NONO, PCBP1, PCBP2, DHC24, SF3B3, SF3A1, TRAM1, ELAV1, AAAT, RBBP7, H31T, PDS5A, TSR1, IF2GL, RRP12, NU188, HP1B3, EF1A3, PPR18, PRP8, C1TM, DHX30, CAND1, MISP, SPB1, PELP1, RDH10, CCAR2, TXND5, STT3B, BRX1, PO210, GEMI5, RT27, HS105, GCN1, NU205, AKAP1, AN32B, RBP56, DDX17, FUBP2, TNPO1, UBP7, UTP4, LRC59, PGAM5, FUBP3, MBOA7, MCCA, WRIP1, UHRF1, POP1, HCD2, ROAA, TM9S2, TCPH, ANM1, H2B1L, RNZ2, MEP50, MBB1A, ESYT1, H2AJ, GNL3, HDHD5, GTPB4, API5, RPF2, SFXN1, RDH14, ABCB6, DDX21, MDN1, DCA13, ATD3A, DDX18, MIC19, TEX10, TECR, MYOF, THYN1, HACD3, RRBP1, ABC3B, RLP24, ACINU, OGDHL, COR1C, PRP19, SSRG, TRI33, EIF3L, RUVB1, VDAC3, PDIP2, NOP58, SF3B6, RTCB, RL36, LAS1L, SRPRB, COPG1, MTCH2, CEPT1, ZNT1
Species: Homo sapiens
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Wu C, Shi S, Hou C, Luo Y, Byers S, Ma J. Design and Preparation of Novel Nitro-Oxide-Grafted Nanospheres with Enhanced Hydrogen Bonding Interaction for O-GlcNAc Analysis. ACS applied materials & interfaces 2022 36240223
Abstract:
As an essential modification, O-linked β-N-acetylglucosamine (O-GlcNAc) modulates the functions of many proteins. However, site-specific characterization of O-GlcNAcylated proteins remains challenging. Herein, an innovative material grafted with nitro-oxide (N→O) groups was designed for high affinity enrichment for O-GlcNAc peptides from native proteins. By testing with synthetic O-GlcNAc peptides and standard proteins, the synthesized material exhibited high affinity and selectivity. Based on the material prepared, we developed a workflow for site-specific analysis of O-GlcNAcylated proteins in complex samples. We performed O-GlcNAc proteomics with the PANC-1 cell line, a representative model for pancreatic ductal adenocarcinoma. In total 364 O-GlcNAc peptides from 267 proteins were identified from PANC-1 cells. Among them, 183 proteins were newly found to be O-GlcNAcylated in humans (with 197 O-GlcNAc sites newly reported). The materials and methods can be facilely applied for site-specific O-GlcNAc proteomics in other complex samples.
Species: Homo sapiens
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Fan Z, Li J, Liu T, Zhang Z, Qin W, Qian X. A new tandem enrichment strategy for the simultaneous profiling of O-GlcNAcylation and phosphorylation in RNA-binding proteome. The Analyst 2021 146(4) 33465208
Abstract:
RNA-protein interactions play important roles in almost every step of the lifetime of RNAs, such as RNA splicing, transporting, localization, translation and degradation. Post-translational modifications, such as O-GlcNAcylation and phosphorylation, and their "cross-talk" (OPCT) are essential to the activity and function regulation of RNA-binding proteins (RBPs). However, due to the extremely low abundance of O-GlcNAcylation and the lack of RBP-targeted enrichment strategies, large-scale simultaneous profiling of O-GlcNAcylation and phosphorylation on RBPs is still a challenging task. In the present study, we developed a tandem enrichment strategy combining metabolic labeling-based RNA tagging for selective purification of RBPs and HILIC-based enrichment for simultaneous O-GlcNAcylation and phosphorylation profiling. Benefiting from the sequence-independent RNA tagging by ethynyluridine (EU) labeling, 1115 RBPs binding to different types of RNAs were successfully enriched and identified by quantitative mass spectrometry (MS) analysis. Further HILIC enrichment on the tryptic-digested RBPs and MS analysis led to the first large-scale identification of O-GlcNAcylation and phosphorylation in the RNA-binding proteome, with 461 O-GlcNAc peptides corresponding to 300 RBPs and 671 phosphopeptides corresponding to 389 RBPs. Interestingly, ∼25% RBPs modified by two PTMs were found to be related to multiple metabolism pathways. This strategy has the advantage of high compatibility with MS and provides peptide-level evidence for the identification of O-GlcNAcylated RBPs. We expect it will support simultaneous mapping of O-GlcNAcylation and phosphorylation on RBPs and facilitate further elucidation of the crucial roles of OPCT in the function regulation of RBPs.
O-GlcNAc proteins:
NACAM, SAP18, PLOD2, NOP56, DDX3X, PLXB2, RRP8, SERA, PSMD3, MCA3, PRPF3, TPD54, TIM44, ACTN4, ACSL4, PLOD3, IF2P, ZC11A, SC22B, PR40A, MPPB, CSDE1, U520, NU155, EIF3G, SPF27, RL1D1, CLPX, RTN3, LC7L3, VAPB, SMC2, AP2A1, WIZ, BAG2, TOM40, ACL6A, EGFR, LMNA, TFR1, FRIH, RPN1, RPN2, ITB1, SYEP, HNRPC, SRPRA, VIME, GNAI3, ANXA5, LAMP1, ACADM, TOP1, TOP2A, PABP1, ADT3, TPR, EF2, PDIA4, FPPS, ENPL, ALDR, NDKA, RS2, UBF1, ARF4, NUCL, RAB6A, PSB1, FLNA, SDHB, UBA1, NDKB, ITA6, SFPQ, IF4B, AT2B4, THIL, RS12, PSA4, SYVC, 1433T, MAP4, PSA5, PSB4, NDUS1, ECHM, KCY, AMRP, SDHA, METK2, CPSM, PUR9, HNRH1, 1433S, STIP1, P5CR1, MCM4, HSP74, CTNA1, MYH9, DEK, RL4, SPB5, NUP62, RBMX, TCPZ, ECE1, PRS6B, KI67, RAGP1, ATRX, SYQ, LMAN1, NASP, FAS, AL7A1, SYSC, MCM2, ACADV, NU153, RBP2, DNLI3, MRE11, CPT1A, F10A1, TCPD, RAB7A, IDH3G, HCFC1, DHB4, HDGF, ROA3, 6PGD, NUP98, ACLY, TCP4, SYYC, UBP14, SNAA, IF5, TERA, DSRAD, TPD52, EIF3B, NU107, EPIPL, SC61B, SRP54, B2MG, SMD2, RL23A, YBOX1, NOP14, IF4G2, GTF2I, NUCB2, RT22, HMGN5, RBM10, TFAM, CLH1, SPTB2, SET, CAP1, EXOSX, EWS, ODO1, RL18A, NUCB1, M2OM, LMNB2, SRS11, CALD1, RL18, C1QBP, CKAP4, KHDR1, DHX9, GOGA2, SSRP1, AHNK, AIMP1, ILF3, SRSF5, SRSF6, TIF1B, TCOF, PICAL, SNW1, TRI29, EIF3A, MLEC, CAPR1, SMC1A, RRP1B, GANAB, NUMA1, U5S1, RRS1, ACOX1, PLEC, RNPS1, PUM3, RB11B, SEPT7, DDB1, CDC37, SRSF7, PCKGM, HNRL2, INF2, PDS5A, PREP, RRP12, TOIP1, HP1B3, RBM26, BRE1A, CDKAL, PRP8, ZC3HE, QSOX2, IKIP, TM10C, EIF3M, PABP2, KTN1, CAND1, THOC6, P66A, MISP, CCAR1, PELP1, NDUF2, RM50, PAF1, TXND5, TOIP2, THOC2, TM263, NU133, PDC6I, SCFD1, LMO7, ELYS, RT27, HS105, NU205, RAD50, SMRC1, TNPO1, FUBP1, P5CR2, PTCD3, DDX27, EFGM, IWS1, NIBA2, YMEL1, PSMD1, EIF3C, ROAA, CMS1, MBB1A, GNL3, PDIP3, PININ, ACAD9, SFXN1, CYBP, RM47, RTN4, DDX21, AAAS, CARF, AATF, BCLF1, MYOF, SYLC, NXF1, SEC63, LIMA1, SEPT9, KAD3, RCOR1, ACINU, TMCO1, PPIE, PA2G4, RUVB2, TR150, RT23, CHTOP, TLN1, HYOU1, SAM50, SP16H, UTP18, SRPRB
Species: Homo sapiens
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Ramirez DH, Yang B, D'Souza AK, Shen D, Woo CM. Truncation of the TPR domain of OGT alters substrate and glycosite selection. Analytical and bioanalytical chemistry 2021 34725712
Abstract:
O-GlcNAc transferase (OGT) is an essential enzyme that installs O-linked N-acetylglucosamine (O-GlcNAc) to thousands of protein substrates. OGT and its isoforms select from these substrates through the tetratricopeptide repeat (TPR) domain, yet the impact of truncations to the TPR domain on substrate and glycosite selection is unresolved. Here, we report the effects of iterative truncations to the TPR domain of OGT on substrate and glycosite selection with the model protein GFP-JunB and the surrounding O-GlcNAc proteome in U2OS cells. Iterative truncation of the TPR domain of OGT maintains glycosyltransferase activity but alters subcellular localization of OGT in cells. The glycoproteome and glycosites modified by four OGT TPR isoforms were examined on the whole proteome and a single target protein, GFP-JunB. We found the greatest changes in O-GlcNAc on proteins associated with mRNA splicing processes and that the first four TPRs of the canonical nucleocytoplasmic OGT had the broadest substrate scope. Subsequent glycosite analysis revealed that alteration to the last four TPRs corresponded to the greatest shift in the resulting O-GlcNAc consensus sequence. This dataset provides a foundation to analyze how perturbations to the TPR domain and expression of OGT isoforms affect the glycosylation of substrates, which will be critical for future efforts in protein engineering of OGT, the biology of OGT isoforms, and diseases associated with the TPR domain of OGT.
O-GlcNAc proteins:
UBA6, SBNO1, CNOT1, SMHD1, ADAS, DX39A, BACH, MYO1C, PSD11, PSD12, TAF4, CLIC1, EIF3F, IPO5, DNM1L, AGRIN, PLOD2, IMA4, NOP56, DDX3X, PDXK, ANM5, TCRG1, PSA7, SCAM3, HAT1, HGS, MYPT1, HNRDL, XPO1, PUR4, NPC1, SCAM2, ARC1B, ARPC2, ARPC3, RPAC1, GNPAT, ZN185, SURF4, OGT1, PPM1G, EIF3D, EIF3H, P4HA2, MAGB2, NUP42, DHX15, MCES, SERA, PSMD3, PAPS1, ZW10, HNRPR, TXNL1, E41L2, XPOT, TIM44, PLRG1, ZN207, GET3, BUB3, ACTN4, AP1G1, SNG1, SNG2, SYNC, MYO1B, NRDC, CALU, EDIL3, SAHH2, DHX16, SMCA5, KDM1A, OGA, HNRPQ, PLOD3, DIAP1, TSN3, PLIN3, CTND1, MAGC1, USO1, DKC1, IF2P, DNJA2, WDR1, CPNE3, T22D2, ANR17, H2AY, FLNB, CISY, SC22B, PR40A, ERLN1, SF3B1, CSDE1, U520, NU155, EIF3G, FACE1, IDHC, ATRN, STAM2, PRAF3, FLOT1, RL1D1, WFS1, MTA2, TOX4, SC24D, SUN1, FRYL, NFAT5, GLSK, SC31A, UBR5, LC7L3, FKBP9, SMC2, IPO7, AHSA1, SGPL1, SC24B, ACSL3, CDS2, AP2A1, BAG2, AIFM1, FADS2, CLPT1, TOM40, ACL6A, LDHA, COX2, PNPH, AATM, PGK1, ASSY, FOS, LMNA, FINC, TFR1, NU4M, NU5M, GLCM, FUCO, ALDOA, ANXA1, OAT, TBB4A, G3P, CPNS1, HSPB1, TYSY, RPN1, RPN2, GNAI2, AT1A1, AT1B1, ALDH2, ADT2, PCCA, IF2A, RLA2, RLA0, LA, ITB1, ATPB, IF4E, ENOA, G6PI, NPM, ITAV, HYEP, LDHB, PDIA1, H10, CATD, ANXA2, CAN1, TBB5, TRY1, SAP, PROF1, SYEP, CATB, HS90A, HNRPC, LAMB1, YES, FUMH, TSP1, ANXA6, MDR1, 4F2, PFKAM, HS90B, SRPRA, ASNS, ODPA, RU17, GNAI3, ANXA5, RSSA, CD63, SNRPA, GSTP1, LEG1, CN37, DLDH, ROA1, PARP1, LKHA4, ALDOC, GPHRB, HS71B, LYAG, RRAS, H14, ODP2, THIO, ESTD, CH60, CLUS, BIP, LAMC1, PPAL, HSP7C, GTR1, GTR3, ODPB, PYGB, LAMP1, TOP1, TOP2A, G6PD, PYC, C1TC, MPRI, ADHX, PABP1, PCNA, HARS1, IMDH2, TPR, KCRB, ACTN1, PEPD, XRCC6, XRCC5, LAMP2, RINI, EF2, PDIA4, P4HA1, TCTP, ACPH, ETFA, GLU2B, FPPS, KPYM, ENPL, IDE, HNRPL, SYDC, ALDR, B4GT1, EZRI, FOSL2, NDKA, GNS, RS2, RFA2, BGAL, H12, AT2A2, FAAA, AATC, JUNB, ITA2, CAN2, PYRG1, DDX5, PFKAL, PRS6A, TCPA, RL35A, ARF4, RL7, VINC, SON, RL17, PGAM1, DNLI1, PLCG1, NUCL, HXK1, RPB3, E2AK2, TFE3, SPEE, IF2B, ANXA7, PSB1, MPRD, LMNB1, VATB2, FLNA, VDAC1, TGM2, FBRL, PUR2, PUR6, UBA1, NDKB, ADRO, ROA2, RFX1, QCR2, SFPQ, PPIB, SYWC, RS3, SAHH, COF1, IF4B, PPAC, RPB1, MCM3, RS12, DNJB1, ATPA, PSA1, PSA2, PSA3, PSA4, ITA3, MOES, DDX6, DNMT1, U2AF2, RL13, PTBP1, SYTC, SYVC, EF1G, STOM, RL10, RFA1, APEX1, CD82, PYR1, CALR, MAP4, CALX, PSB8, PSA5, PSB4, PSB6, PSB5, DPOD1, TEAD1, MK01, AMPL, IMPA1, EPHA2, TKT, EF1D, PRDX6, BLVRB, PRDX5, PRDX3, RL12, ECHM, PEBP1, PDIA3, 2AAA, CDC27, PURA2, AMRP, PUR8, CLIP1, SL7A1, RPB2, SDHA, GDIA, METK2, DNJA1, QCR1, PUR9, HNRH3, HNRH1, 1433B, 1433S, STIP1, PRDX2, RL9, KINH, MRP1, MCM4, MCM5, MCM7, GLYM, HSP74, CTNA1, CTNB1, PHB1, RADI, RFC4, RL22, FBN2, GDE, MYH9, MYH10, COPB2, SOAT1, ADDA, BASI, FUS, NU214, PRS7, MP2K2, ATPG, HEM6, RL4, PGM1, ODO2, SRP14, NUP62, FDFT, TAGL2, TALDO, RBMX, VKGC, VATA, GRP75, IF4A3, RS19, RL3, OST48, AN32A, CAP2, TCPZ, RL13A, STAT3, MDHC, MDHM, ECHA, IF2G, KDM5C, GARS, SYIC, STAT1, CASP3, LPPRC, SATT, LIS1, MUC18, MATR3, MSH2, MAGA4, RANG, NAMPT, PRS6B, PPIC, VDAC2, UBP5, KI67, RAGP1, RECQ1, NOP2, CRKL, BAG6, NSF, RL27A, RL5, RL21, RL28, RS9, RS5, MAP1B, UTRN, IQGA1, STT3A, CAPZB, SYQ, UCRI, PPCE, COPD, LSS, CD151, PSMD8, TCPE, NEST, HSP13, PIPNB, PAXI, AL9A1, RL34, LMAN1, NASP, FAS, TCPG, EFTU, AL7A1, SYAC, SYCC, SYSC, PRI2, PSB3, PSB2, MCM2, ACADV, YLPM1, TMEDA, RBM25, NU153, RBP2, NDUV1, GSK3A, TAF6, GUAA, GDIB, EMD, SERPH, VASP, TCPQ, TCPD, ANX11, PAPOA, FXR1, RAB5C, RAB7A, RT29, SMCA4, BAP31, HCFC1, DHB4, HDGF, ROA3, 6PGD, HNRPM, IMA1, GDIR1, AGFG1, HNRPF, MSH6, RBM5, SPSY, CAZA1, NUP98, BIEA, PPP5, ACLY, MAP11, COPB, COPA, SC5A3, SMTN, MOT1, IST1, SC24C, SYRC, SYYC, UBP14, BCAT1, AT1B3, RD23B, P5CS, IF5, S12A2, XPO2, TERA, ECHB, AFAD, NP1L1, DSRAD, SEC13, PSA, HNRH2, EIF3B, ATPK, SYMC, IF6, CTBP2, TMM33, GEMI4, CORO7, NU107, ARPC4, TPIS, EIF3E, PP4C, IF4A1, PSA6, CDC42, DEST, GMFB, SRP54, RAB10, UBC12, ARP3, ARP2, ABCE1, RAP2B, RS3A, RL15, RL37A, S61A1, DAD1, NPC2, HNRPK, 1433G, RS7, PRS4, PRS8, RS8, RS15A, RS16, 1433E, RS14, RS23, RS13, RS11, SMD2, SMD3, PRS10, RL7A, ERF1, CNBP, RS4X, PP2AB, RS6, H4, RAB1A, RAN, RL23, RS25, RS28, RL30, RL31, RL10A, RL32, RL11, RL8, PPIA, TRA2B, AP2B1, 1433Z, IF5A1, RACK1, YBOX1, UB2L3, TBA4A, IF4G2, GTF2I, TCPB, PRKDC, RL24, SRSF3, FOXK1, DAB2, RBM10, MPCP, VIGLN, CLH1, FKBP3, HNRPU, U2AF1, SPTB2, AMPD2, CAP1, HMCS1, LAT1, EXOSX, PFKAP, EWS, PLCB3, ODO1, RL18A, MP2K1, FKBP4, PLOD1, RL6, TOP2B, DYST, KMT2A, LMNB2, CEBPZ, TF65, IF4G1, LGUL, 1433F, DYN1, EF1A2, PTN11, PUR1, GFPT1, EXOS9, SUH, GABPA, PRDX1, RL18, C1QBP, CKAP4, KHDR1, LRP1, SRSF1, PP2BA, DHX9, GOGA2, LG3BP, CD47, SSRP1, NSUN2, NCBP1, EP300, AHNK, MGAT2, GALT2, AP1B1, MPPA, SCRN1, NU160, SCAP, TBL3, TF3C1, ASPH, TROP, BPTF, AIMP1, ILF2, ILF3, LMAN2, TRAP1, FLII, ACACA, CSN1, MTAP, EI2BE, TADBP, ROA0, PRDX4, PSMD2, SRSF6, TIF1B, DHRS2, G3BP1, MTA1, EIF3I, UB2V1, DC1I2, NNTM, TCOF, TMED1, VPP3, PICAL, RIPK1, CUL2, CUL4A, CUL4B, FCL, MOGS, CD166, SPTN1, DX39B, BLMH, CKAP5, COTL1, HNRPD, SCRB2, EIF3A, UBP2L, SCRIB, FHL2, DPYL3, DCTN1, DYHC1, SRC8, FLOT2, TRI25, FLNC, GALE, CAPR1, RBM39, MCM6, TRIPC, PUM1, EPN4, RRP5, BMS1, UBP10, GANAB, LBR, MVP, MEF2D, CHD4, LASP1, GPNMB, ZN638, IMB1, NUMA1, CND2, SPCS2, PSMD6, ABRX2, SEPT2, CND1, U5S1, SYK, WDR43, PDIA6, PA1B3, IPYR, TEBP, NONO, PWP2, RCN1, L2GL1, TMED2, PCBP1, PCBP2, SF3B3, SC23A, SF3A1, TSN, SF01, PCH2, MED1, MARE1, ELAV1, NSDHL, TAB1, AAAT, MLF2, VAS1, ZYX, SEPT7, ADRM1, CCDC6, UAP1, PSMD5, PKN2, DDB1, DPYL2, KCC4, SRSF7, DREB, NRF1, FSCN1