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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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Ge Y, Ramirez DH, Yang B, D'Souza AK, Aonbangkhen C, Wong S, Woo CM. Target protein deglycosylation in living cells by a nanobody-fused split O-GlcNAcase. Nature chemical biology 2021 17(5) 33686291
Abstract:
O-linked N-acetylglucosamine (O-GlcNAc) is an essential and dynamic post-translational modification that is presented on thousands of nucleocytoplasmic proteins. Interrogating the role of O-GlcNAc on a single target protein is crucial, yet challenging to perform in cells. Herein, we developed a nanobody-fused split O-GlcNAcase (OGA) as an O-GlcNAc eraser for selective deglycosylation of a target protein in cells. After systematic cellular optimization, we identified a split OGA with reduced inherent deglycosidase activity that selectively removed O-GlcNAc from the desired target protein when directed by a nanobody. We demonstrate the generality of the nanobody-fused split OGA using four nanobodies against five target proteins and use the system to study the impact of O-GlcNAc on the transcription factors c-Jun and c-Fos. The nanobody-directed O-GlcNAc eraser provides a new strategy for the functional evaluation and engineering of O-GlcNAc via the selective removal of O-GlcNAc from individual proteins directly in cells.
O-GlcNAc proteins:
JUN, SP1, JUNB, NUP62
Species: Homo sapiens
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Akan I, Halim A, Vakhrushev SY, Clausen H, Hanover JA. Drosophila O-GlcNAcase Mutants Reveal an Expanded Glycoproteome and Novel Growth and Longevity Phenotypes. Cells 2021 10(5) 33925313
Abstract:
The reversible posttranslational O-GlcNAc modification of serine or threonine residues of intracellular proteins is involved in many cellular events from signaling cascades to epigenetic and transcriptional regulation. O-GlcNAcylation is a conserved nutrient-dependent process involving two enzymes, with O-GlcNAc transferase (OGT) adding O-GlcNAc and with O-GlcNAcase (OGA) removing it in a manner that's protein- and context-dependent. O-GlcNAcylation is essential for epigenetic regulation of gene expression through its action on Polycomb and Trithorax and COMPASS complexes. However, the important role of O-GlcNAc in adult life and health span has been largely unexplored, mainly due the lack of available model systems. Cataloging the O-GlcNAc proteome has proven useful in understanding the biology of this modification in vivo. In this study, we leveraged a recently developed oga knockout fly mutant to identify the O-GlcNAcylated proteins in adult Drosophilamelanogaster. The adult O-GlcNAc proteome revealed many proteins related to cell and organismal growth, development, differentiation, and epigenetics. We identified many O-GlcNAcylated proteins that play a role in increased growth and decreased longevity, including HCF, SIN3A, LOLA, KISMET, ATX2, SHOT, and FOXO. Interestingly, oga mutant flies are larger and have a shorter life span compared to wild type flies, suggesting increased O-GlcNAc results in increased growth. Our results suggest that O-GlcNAc alters the function of many proteins related to transcription, epigenetic modification and signaling pathways that regulate growth rate and longevity. Therefore, our findings highlight the importance of O-GlcNAc in growth and life span in adult Drosophila.
O-GlcNAc proteins:
A0A0B4K6K9, A0A0B4K6N5, A0A0B4K6T1, A0A0B4K707, A0A0B4K7Q3, A0A0B4K7V4, A0A0B4K813, A0A0B4K880, A0A0B4KF23, A0A0B4KGY9, A0A0B4KHB2, A0A0B4KI71, A0A0B4LF93, A0A0B4LFP7, A0A0B4LFX4, A0A0B4LGJ1, A0A0B4LGL0, A0A0B4LH23, A0A0B4LH64, A0A0B4LHK4, A0A0B4LHS9, A0A0B4LIF3, A0A0B4LJ24, PO210, A1Z6M0, A1Z7F1, A1Z7Y7, A1Z8Z3, A1Z9J3, A1Z9L2, A8DQW8, SBNO, B7Z049, B7Z0L0, B7Z0Q5, E1JHV7, E2QCS7, G3JX32, M9MRJ4, M9MRN7, M9MS77, M9NCQ1, M9NE59, M9NEL3, M9NG31, M9NG33, M9NGK3, M9PCF6, M9PCJ8, M9PCM8, M9PCM8, M9PDU2, M9PE74, M9PEK8, M9PFU6, M9PI47, M9PI58, M9PI84, M9PJ79, O61380, O96607, RPB1, OPS1, L2GL, CO4A1, LAMB1, ITBX, LSP1G, ITA2, PDE4B, FSH, CYPR, DHGL, SUZ2, GLT, MNB, STIM, YL, LAMA, Q0E8B8, MESH, LSP2, SYN, Q5BIJ2, Q6GV06, SODE, Q7JWQ7, NUP62, NUP50, Q7K1C5, Q7K3Y9, Q7K3Z3, SCRIB, Q7KTJ7, LOLA4, PPN, Q86BM5, Q8IHB0, Q8IMB8, Q8IMH4, Q8INE9, Q8IPG9, TRR, LBR, Q8MMD3, Q8MRI4, Q8SWX4, Q8SX98, Q8SXR1, Q8T0N3, Q8T3W8, Q95R71, GILT1, Q95RC5, FOXO, Q9GNC8, CAPR1, Q9I7M5, Q9I7S9, LAR4, Q9I7T8, PATJ, CAPS, ERO1L, Q9V3U6, Q9V4B8, HCF, NUP54, Q9V9U1, CTNS, Q9VCR9, Q9VCS4, Q9VDI1, Q9VDT5, Q9VFC9, Q9VFR2, Q9VG78, Q9VH63, Q9VHC3, Q9VHC8, Q9VIF2, Q9VII5, Q9VJQ3, Q9VJX4, EDC4, Q9VKM8, Q9VKP2, Q9VKT1, Q9VLF4, Q9VM55, Q9VMD2, TIG, Q9VMV5, Q9VP57, Q9VPQ7, Q9VPU9, Q9VQ58, Q9VQM0, INE, Q9VR69, Q9VRT5, Q9VS02, Q9VSC3, Q9VT00, Q9VTC1, PLOD, Q9VTW7, NPLP2, Q9VUH6, Q9VUJ4, Q9VVP9, Q9VW34, Q9VWL4, MINY3, Q9VXA3, NU153, Q9VXH7, MADD, Q9VXY5, Q9VY04, Q9VYR1, Q9VZ58, Q9VZJ3, Q9VZQ7, Q9W1A9, Q9W1J0, NU214, Q9W2N6, Q9W329, Q9W3F3, Q9W3G1, Q9W3L4, Q9W3V9, Q9W451, Q9W4M7, FUTSC, Q9W5B4, Q9Y0Z1, Q9Y136, Q9Y141, Q9Y154, R9PY26, X2JAR4, X2JC54, X2JG40, X2JIM3
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Ramirez DH, Ge Y, Woo CM. O-GlcNAc Engineering on a Target Protein in Cells with Nanobody-OGT and Nanobody-splitOGA. Current protocols 2021 1(5) 33950562
Abstract:
The monosaccharide O-linked N-acetyl glucosamine (O-GlcNAc) is an essential and dynamic post-translational modification (PTM) that decorates thousands of nucleocytoplasmic proteins. Interrogating the role of O-GlcNAc on a target protein is crucial yet challenging to perform in cells. We recently reported a pair of methods to selectively install or remove O-GlcNAc on a target protein in cells using an engineered O-GlcNAc transferase (OGT) or split O-GlcNAcase (OGA) fused to a nanobody. Target protein O-GlcNAcylation and de-O-GlcNAcylation complements methods to interrogate the role of O-GlcNAc on a global scale or at individual glycosites. Herein, we describe a protocol for utilizing the nanobody-OGT and nanobody-splitOGA systems to screen for O-GlcNAc functionality on a target protein. We additionally include associated protocols for the detection of O-GlcNAc and cloning procedures to adapt the method for the user's target protein of interest. © 2021 Wiley Periodicals LLC. Basic Protocol 1: Target protein O-GlcNAcylation of JunB using nanobody-OGT Basic Protocol 2: Target protein deglycosylation of Nup62 using nanobody-splitOGA Alternate Protocol: Verification of the O-GlcNAc state of a tagged target protein through chemoenzymatic labeling Support Protocol: Cloning of new nanobody-OGT/nanobody-splitOGA and target protein pairs.
O-GlcNAc proteins:
JUNB, NUP62
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, LYSC, COPZ1, SUMO2, DCAF7, WDR5, NTF2, HNRPK, 1433G, RS7, PP1A, PP1B, PRS4, PRS8, RS8, RS15A, RS16, UB2G1, 1433E, RS14, RS23, RS18, RS29, RS13, RS11, RUXE, RUXF, RUXG, LSM3, LSM6, SMD1, SMD2, SMD3, TYB4, PRS10, RL7A, RB11A, ERF1, CNBP, RS4X, RL23A, RS6, H4, H2B1C, RAB1A, RAN, RL23, RAP1A, UB2D2, RS24, RS25, RS26, RS28, RS30, GBB1, RBX1, GBB2, RL30, RL31, RL10A, RL32, RL11, RL8, PPIA, FKB1A, RS27A, GRB2, TRA2B, RAC1, AP2B1, 1433Z, RSMN, SUMO1, DYL1, RL38, GBG5, RS21, IF5A1, RACK1, ACTG, SPT4H, UBC9, TYB10, PP2AA, YBOX1, CSK2B, TPM4, UB2L3, EF1A1, ACTS, TBA4A, TBB4B, CSK21, PA1B2, HBB, HBA, F193A, IGBP1, RBM6, IF4G2, RPP30, GTF2I, CNTP1, PHC1, TCPB, KRT85, RAE1L, PRKDC, MT1X, NUCB2, DCD, SSBP2, SARNP, RL24, CBX1, ARF1, ERH, RL19, SRSF3, FOXK1, DAB2, FBLN2, PGBM, RHG04, EFNB1, RBM10, RBM3, 2ABB, PIPNA, MPCP, VIGLN, TF2B, CDK5, CLH1, HSF1, FKBP3, DHSO, HNRPU, U2AF1, SPTB2, TIAR, SET, SRSF2, FOXK2, RUNX1, FABP5, CAP1, NC2B, TFAP4, EXOSX, OTUD4, PFKAP, EWS, TAGL, AK17A, MEF2A, KIF23, NRG1, DSG1, SP4, SP3, RL18A, MP2K1, FKBP4, PLOD1, NUCB1, RL6, TOP2B, DYST, CREM, KMT2A, LMNB2, TF65, UBXN1, GLGB, IF4G1, K1C17, NOTC2, TLE2, TLE4, LGUL, AK1C1, 1433F, CSTF1, PTN12, FAK1, SRS11, EF1A2, CALD1, PTN11, GFPT1, EXOS9, PSME1, SUH, GABPA, GABP1, RING1, PAX8, FMR1, PRDX1, RL18, CKAP4, ZO1, KHDR1, BAX, KLC1, LRP1, SRSF1, SRSF4, DHX9, GOGA2, LG3BP, CD47, PPID, SSRP1, NSUN2, RBBP4, EP300, AHNK, APOBR, HSP7E, MGAT2, GALT2, AP1B1, CPSF1, BST2, WASC5, NU160, SCAP, SRBP2, TBL3, ASPH, TROAP, TROP, SNF5, BPTF, CDC20, FSTL1, GRSF1, SFSWA, CHD3, SF3A3, TP53B, AIMP1, ILF2, ILF3, LMAN2, ELAV2, FOXC1, PP1R8, CSTF3, FLII, COASY, ACACA, CSN1, CAF1B, RED, MTAP, TADBP, ROA0, AIMP2, FADD, PRDX4, PAK2, CBX3, STK3, PSMD2, GPS2, SRSF9, SRSF5, SRSF6, TIF1B, G3BP1, CLN3, PTK7, PABP4, IFIT5, MTA1, EIF3I, 2A5G, CTBP1, UB2V1, DC1I2, ILK, MSLN, PPIG, TCOF, SF3B2, HAP28, ADAM9, FKBP5, SMAD4, PICAL, SQSTM, TBB3, ASAH1, PRP4B, PIN1, RIPK1, HDAC1, KCC2G, DCTN2, SNW1, STIM1, TRA2A, PWP1, CUL1, CUL2, CUL3, CUL4B, ASPP2, DYR1A, TPBG, FHL1, PM2PB, MOGS, CD166, NACA, THOC5, SPTN1, PKP1, DX39B, EXOS2, TBB2A, KLF5, BYST, IDI1, RUNX2, PEBB, NFYC, CDK13, CKAP5, CIRBP, COTL1, HNRPD, SCRB2, NID2, DAG1, VEZF1, DSG2, SAFB2, EIF3A, UBP2L, SCRIB, MLEC, TTL12, FHL2, DCTN1, DYHC1, EI2BA, IF4A2, SRC8, TRI25, FLNC, FA50A, MYPC2, GAMT, CAPR1, RBM39, KT33B, HLTF, PDIA5, DHX8, MCM6, ITPR3, MDC1, EPN4, SMC1A, RRP1B, NCOA6, GSE1, PSF1, UBP10, GANAB, 2A5D, LBR, GOGB1, MEF2D, CHD4, LASP1, NC2A, ZN638, IMB1, NOLC1, NUMA1, GAPD1, K2C72, NAA25, FL2D, SEPT2, SART3, U5S1, S39AE, SETB1, IF4H, BRD3, EEA1, PDIA6, PA1B3, PLEC, NOMO1, IPYR, TEBP, NECT1, NONO, PTPA, RBBP5, RCN1, K1H1, PCBP1, PCBP2, ELOC, SF3B3, DLGP5, RSU1, CNN3, SAFB1, SF3B4, SF3A2, RBMS2, SC23A, SC23B, SF3A1, SSXT, TAF5, TEAD4, TGIF1, NCOA2, NHRF2, TRAM1, SF01, TRIPB, PCH2, MED1, HMGN3, JHD2C, TRIP6, MARE1, ELAV1, ELF2, TAB1, AAAT, MLF2, TOM34, TBCE, UB2V2, STXB2, NEDD8, USF2, VAS1, VPS72, ZFHX3, ZYX, SEPT7, ADRM1, CCDC6, UAP1, AINX, PSMD5, CSRP2, DDB1, CDC37, DPYL2, RBBP7, TAF9, SRSF7, CPSF6, SMN, NRF1, FSCN1, IF16, GLO2, H2B2E, CGT, TRXR1, LY6K, HNRL2, Q1RMN8, PDS5A, QSER1, AAK1, WASC4, PRSR3, TSR1, QRIC1, SMU1, P3H1, MA7D1, CHD9, LSM12, GELS, A1AG, TBB8, GLYR1, FIL1L, AMOT, FA98B, EPC2, RHG29, FND3B, CRTC2, DHB12, GLE1, SNUT2, LACB2, P5CR3, PKHG4, H90B2, R39L5, ZN326, FILA2, BCORL, FIGN, K2026, AG10B, CC038, TGO1, PRC2B, RRP12, TOIP1, PCID2, SPXN3, SMAG2, BRM1L, TM201, NU188, HP1B3, CE170, ZN362, EYS, FKB15, DDX59, ZC3HD, LRIF1, UBR4, UBAP2, KPRP, XP32, RBM26, NT5D1, AHDC1, RPRD2, PR38B, BRE1A, ZN318, BROX, TASO2, ECM29, MBNL2, ZMYM4, K2C79, ARID2, USF3, C19L1, VIR, K1C40, HEAT6, BICRL, ATLA3, CARL2, CPIN1, TWF2, P4R3A, NIPBL, PDE12, LIN54, TET2, TM214, ARMC6, CAVN1, ERAP2, CDC73, TAF2, MED27, EDC4, PRP8, SCYL2, TTC27, GOLM2, NFRKB, MZT2A, CTR9, NCEH1, TRI65, MDEAS, BRAT1, ZC3HE, LARP1, BRWD3, SMRD3, FIP1, CRTC1, SAS6, CSPG4, CWC27, WDR82, ATL4, MCAF1, PACS1, MPRIP, GGYF2, CD109, CERS6, QSOX2, SRCAP, RIPR1, YJ005, UBN2, FGD6, PAXI1, RAPH1, IKIP, H32, LARP4, MED25, TBA1A, H2AV, HAKAI, ASXL2, CCD80, BT2A1, SPT6H, SND1, DDX46, BZW1, RSRC2, CYFP1, KDM3B, OLIG3, PHF5A, ZCCHV, KANL1, NUP54, POGZ, MYH14, NUFP2, CLAP1, PLGT3, HEAT3, HDGR2, EMSY, RAI1, I2BP2, RBBP6, SH3R1, HUWE1, YTHD3, KHDC4, TMED4, CENPV, T179B, Q862S4, KAISO, PATL1, MYPN, PEG10, NOP9, PABP2, MTA70, LDB1, PB1, LYRIC, TLK2, ZN598, KTN1, BCL9L, DTX2, LUZP1, THOC4, GP180, PACS2, CAND1, TSYL5, THOC6, MET16, NIPA, CARM1, PRSR1, MEX3D, DDX42, DAAF5, P66A, HORN, RB6I2, RIOX2, RBM45, PLD3, NUDC3, AHNK2, FOXP4, TEX2, Z3H7A, PHF6, CHERP, ANKH1, SUGP1, CCAR1, SLF2, PHC2, BAP18, RB12B, RAVR1, SPB1, IHO1, SRRM1, SMAP1, P20D2, KATL2, PHAR4, TRM2A, DCP1B, NALCN, MAML2, PELP1, ABI1, PORIM, CCAR2, NUP93, ZN687, CMTR1, LRC47, K2C78, ABD12, PALS1, STAG2, FNBP4, TAB3, DPP10, CPSF7, ARFG1, EMC1, PAF1, UBR7, ENAH, KRI1, PR38A, F184A, KDM1B, NHLC2, GT251, PGLT1, DHB11, TXND5, PAIRB, LEMD2, FA98A, RN214, LS14A, MISSL, TNR6A, PHC3, ABCF1, NGDN, SP20H, VP37A, KMT2C, ZMIZ2, ARI1B, NUP43, NUP37, NUP35, STXB6, KNL1, PLBL2, RLA0L, THOC2, WDR36, SMRC2, NPL4, PUM2, RDH11, STT3B, SPP2A, HM13, ALMS1, C99L2, MK15, BRX1, RBCC1, DOT1L, PO210, GEMI5, PARD3, IPO4, ZN384, K2C79, NOC3L, SCRB1, SMAP2, CCD12, TM263, NU133, PDC6I, GATD1, THEM6, CTF18, NUDC2, SCFD1, HNRLL, UBCP1, PCNP, LMO7, ATX2L, PHIP, PRP31, NELFB, PALLD, SREK1, PSPC1, P66B, DYH7, DNJC9, BBX, CTBL1, KAT6B, ELYS, ZCH14, DDX1, H1X, PSMF1, SMG7, RTF1, NICA, TM131, ELMO1, BAP1, PHF3, MAML1, NDRG1, HS105, CNOT9, ZN592, LAR4B, GCN1, PRP16, NU205, AN32B, NECT2, PRCC, TFG, TAF4B, HDAC2, STAM1, REQU, CBP, KAT6A, SYMPK, RBP56, GGH, DDX17, RAD50, CELF1, OSTF1, UFD1, RENT1, CSN5, GPKOW, SMRC1, SMRD2, FUBP2, TNPO1, NEP1, GLMN, USP9X, UBP7, CUL5, STMN2, LPP, MED12, H2A1C, BHMT1, SMCE1, MYDGF, RL36L, PSMG2, NCLN, UTP4, PP14A, MGN2, FERM2, FUBP1, LRC59, FKB10, PF21A, PPWD1, INT12, FWCH2, KLH29, CC124, AP2M1, REPS1, SNR40, MBD6, RMXL1, SEH1, TCAL4, THA11, GNA1, T3HPD, DAZP1, SAAL1, SGF29, RBM33, TMA16, ZN503, DYL2, CPNE2, THOC1, OTUB1, HMCES, MED8, DUS3L, DCNL1, SMRD1, DDX27, GWL, LIN37, ZCCHL, P121A, PDLI5, ERO1A, C2AIL, MED30, INT4, FUBP3, SPF45, ABHEB, PAWR, THOC3, KIRR1, WNK4, COG3, TMX3, CHAP1, LCOR, PDLI2, ANCHR, ZC3HA, TOPK, SCYL1, EHMT2, ZFR, EP400, PRRC1, FXL18, CCD43, NOL4L, DACH2, NSUN5, RPR1A, IPO9, RBM14, QKI, ALS2, PP1RA, S38A2, VPS35, PURB, PHF12, XPO6, NACC1, CIC, MED15, MCCA, NUDC1, ERBIN, WRIP1, RANB9, MYADM, SRPK1, STRBP, TM209, IWS1, SIN3A, RSF1, RBM15, RUFY1, MINT, PNKP, MMS19, UHRF1, NIBA2, HTF4, TBCB, CNN2, CDC5L, PSMD1, PFD5, RING2, PARK7, EYA3, VAT1, LGMN, NUP88, POP1, MNT, SCAFB, EIF3C, TTC1, DNJC7, KIF2C, RGPD5, ATX2, ROAA, NP1L4, SNAG, TS101, CPNE1, TCPH, EBP2, ARI3A, ANM1, H2A1J, PKP2, SEM3C, VRK1, RBM4B, DDX50, RNZ2, MEP50, TBA1C, MBB1A, COR1B, TXD17, CPPED, PDD2L, PYGO2, LLPH, PSF3, ERP44, GCP2, ESYT1, SEN34, CSN4, WAC, DIDO1, RBM42, MCMBP, DCNL5, RAMAC, AN32E, NDC1, MMTA2, TBB6, HNRL1, PHF23, DDX23, MCRI2, WDR18, MTND, NTM1A, TBB2B, ASHWN, TM109, UT14A, TMED9, NUP58, SELO, DPCD, GNL3, KIFC1, NUP85, ELOV1, THIC, RBM4, GATA5, LS14B, RBM24, TRPM6, NAA15, SRRT, AP1M1, MAK16, ITPA, RTF2, EIF2A, PDIP3, TMPSD, MK67I, YTHD1, WNK3, GTPB4, UACA, CRNL1, TBL1R, PP12C, API5, DPY30, TRIM4, GRB1L, UNK, TB182, AMRA1, TANC1, TTYH3, WDR33, TINAL, NDEL1, PIP30, MKRN2, ILKAP, XRN2, TOLIP, SP130, RGAP1, CSTFT, RAB1B, LMA2L, ING2, I2BPL, TMX4, EPN3, MED28, SH3L3, PPIL3, ADNP, DHX36, PININ, PABP3, CPVL, BOLA2, TMX1, NELFA, PTN23, UN45A, CHM4B, OFUT1, WNK1, AMPB, ZHX3, EHD1, HEAT1, SUV92, CCD86, PRR36, BCAS3, RANB3, PEAK1, SMYD3, WDR26, SDS3, SFR19, KAT8, PHAX, UBE2Z, RMD5A, BRD9, GORS2, JUPI2, GHC1, MED20, CNO10, KANL2, FBRS, SP30L, MLXIP, XPO5, MYG1, CYBP, RC3H2, TENS1, SPC25, TAF9B, GLOD4, NCOA5, MOV10, TNR6C, CHD8, SYF1, SRA1, CHM1A, TM9S3, APMAP, ARFG3, HM20A, SSU72, VTA1, ENY2, CD320, DMAP1, UBN1, DCP1A, MED4, RIC8A, LUC7L, TIGAR, RTN4, RPR1B, EXOS3, PRD10, ANLN, PDLI7, DDX21, SAR1A, SIAS, SHLB2, MBNL1, AAAS, BAZ1A, ADPPT, OSTC, UBQL4, RAB6B, ABC3C, PHP14, HELLS, KRT84, KRT82, SYFB, PLPL3, BMP2K, ATG3, SMC4, OLA1, ZF64B, RBM12, MDN1, STAU2, T106B, SPS2L, CYRIB, DD19A, MRGBP, CC50A, SEP11, MED17, INT13, DDX18, NLE1, RBM22, WDR70, SLTM, LYAR, MED29, NSMA3, THUM1, TRM1, CARF, GAR1, FA53C, BCLF1, TAB2, FKB11, TMOD3, UGGG1, CDK12, GGA3, TLS1, IF2B1, HPBP1, MAT2B, MYOF, ITSN2, BICRA, EHD2, CNOT2, SPN90, LMCD1, CHMP5, COMD9, CWC15, THYN1, HACD3, KCMF1, RAI14, VAPA, H2AW, TMEM9, SEP10, CACO1, DAPLE, RCC2, MBD5, SLAI2, BCCIP, RRBP1, CPSF2, SYLC, MYEF2, RBM27, KANL3, ANFY1, RERE, ATX10, EP15R, SAE1, COPG2, MRC2, ASH2L, DKK3, TRMB, GULP1, VPS29, GRHPR, CATZ, SAE2, NXF1, PEF1, DNJB4, STK39, CNOT8, ABCF2, GTR6, Z3H7B, TCF20, HMGX4, SWP70, SUN2, RLP24, LIMA1, SRP68, CHRD1, SEPT9, UBQL2, CEIP2, S30BP, MED13, PFD2, PUF60, NRBP, TR112, XPO7, LCAP, MBD1, SIX4, CNOT7, PLXA1, MAGL2, TRM6, FOXD3, DBNL, DDX41, VPS28, CCNL1, TASOR, JUPI1, GMEB2, MRT4, CPSF3, GPTC8, NXT1, RCOR1, RALY, TF3C4, ACINU, AGO2, NUP50, ZHX1, CDV3, CNO11, ZN236, PSME2, MCTS1, ASAP1, MRTFB, ZMIZ1, MED23, PRR12, YETS2, HECD1, PKCB1, COR1C, TPX2, AKP8L, MAFF, TMCO1, EPDR1, DD19B, PPT2, PRP19, SYNP2, UBQL1, VPS4A, G3BP2, CHIP, PACN2, MAGD2, SNX6, SSRG, FAF1, EPCR, CSN3, NSF1C, SCAF8, TRI33, TNR6B, ZC3H4, SMAG1, TRAK1, FOXJ3, SRRM2, PA2G4, SPG7, SMC3, SCML2, ZN148, RTRAF, RUVB2, CDYL, EIF3L, PLAP, RUVB1, NUDC, COF2, SYFA, DRG1, NCKP1, OFUT2, PKHA6, WDR37, E41L3, MYH15, R3HD2, KDM2A, RRP44, RCL1, DDX52, TMA7, YBOX2, MAN1, CHSP1, TR150, WBP11, MED16, NOP58, GIT1, ZN281, SGT1, AAR2, NOSIP, MEMO1, LSM2, SHLB1, LC7L2, SBDS, TMED7, SF3B6, ORN, RRP15, NOP16, PPIL1, MED31, KAD6, STRAP, RTCB, FBX7, NOC2L, RL36, CHTOP, SAMH1, PKP3, SALL2, TLN1, TRRAP, ARIP4, MTCL1, MYO5A, CRBG1, HYOU1, ATG4B, TBL2, KLF12, LSM4, RN114, PRC2C, PPME1,