Abstract
Posttranslational modifications (PTMs) are important biochemical processes for regulating various signaling pathways and determining specific cell fate. Mass spectrometry (MS)-based proteomics has been developed extensively in the past decade and is becoming the standard approach for systematic characterization of different PTMs on a global scale. In this chapter, we will explain the biological importance of various PTMs, summarize key innovations in PTMs enrichment strategies, high-performance liquid chromatography (HPLC)-based fractionation approaches, mass spectrometry detection methods, and lastly bioinformatic tools for PTMs related data analysis. With great effort in recent years by the proteomics community, highly efficient enriching methods and comprehensive resources have been developed. This chapter will specifically focus on five major types of PTMs; phosphorylation, glycosylation, ubiquitination/sumosylation, acetylation, and methylation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Scott JD, Pawson T (2009) Cell signaling in space and time: where proteins come together and when they’re apart. Science 326(5957):1220–1224
Bensimon A, Heck AJ, Aebersold R (2012) Mass spectrometry-based proteomics and network biology. Annu Rev Biochem 81:379–405
Christopher W (2006) Posttranslational modification of proteins: expanding nature’s inventory. Colo.: Roberts and Co. Publishers, Englewood, p xxi
Bakri Y et al (2005) Balance of MafB and PU.1 specifies alternative macrophage or dendritic cell fate. Blood 105(7):2707–2716
Macek B, Mann M, Olsen JV (2009) Global and site-specific quantitative phosphoproteomics: principles and applications. Annu Rev Pharmacol Toxicol 49:199–221
Mann M et al (2002) Analysis of protein phosphorylation using mass spectrometry: deciphering the phosphoproteome. Trends Biotechnol 20(6):261–268
Ihara Y, Nukina N, Miura R, Ogawara M (1986) Phosphorylated tau protein is integrated into paired helical filaments in Alzheimer’s disease. J Biochem 99(6):1807–1810
Pedersen B, Holscher T, Sato Y, Pawlinski R, Mackman N (2005) A balance between tissue factor and tissue factor pathway inhibitor is required for embryonic development and hemostasis in adult mice. Blood 105(7):2777–2782
Spiro RG (2002) Protein glycosylation: nature, distribution, enzymatic formation, and disease implications of glycopeptide bonds. Glycobiology 12(4):43R–56R
Lechner J, Wieland F (1989) Structure and biosynthesis of prokaryotic glycoproteins. Annu Rev Biochem 58:173–194
Trombetta ES (2003) The contribution of N-glycans and their processing in the endoplasmic reticulum to glycoprotein biosynthesis. Glycobiology 13(9):77R–91R
Gemmill TR, Trimble RB (1999) Overview of N- and O-linked oligosaccharide structures found in various yeast species. Biochim Biophys Acta 1426(2):227–237
Rudd PM, Elliott T, Cresswell P, Wilson IA, Dwek RA (2001) Glycosylation and the immune system. Science 291(5512):2370–2376
Kravtsova-Ivantsiv Y, Ciechanover A (2012) Non-canonical ubiquitin-based signals for proteasomal degradation. J Cell Sci 125(Pt 3):539–548
Hicke L (1999) Gettin’ down with ubiquitin: turning off cell-surface receptors, transporters and channels. Trends Cell Biol 9(3):107–112
Hicke L (2001) Protein regulation by monoubiquitin. Nat Rev Mol Cell Biol 2(3):195–201
Impens F, Radoshevich L, Cossart P, Ribet D (2014) Mapping of SUMO sites and analysis of SUMOylation changes induced by external stimuli. Proc Natl Acad Sci U S A 111(34):12432–12437
Kamitani T, Kito K, Nguyen HP, Yeh ET (1997) Characterization of NEDD8, a developmentally down-regulated ubiquitin-like protein. J Biol Chem 272(45):28557–28562
Ohsumi Y (2001) Molecular dissection of autophagy: two ubiquitin-like systems. Nat Rev Mol Cell Biol 2(3):211–216
Loeb KR, Haas AL (1992) The interferon-inducible 15-kDa ubiquitin homolog conjugates to intracellular proteins. J Biol Chem 267(11):7806–7813
Zhao S et al (2010) Regulation of cellular metabolism by protein lysine acetylation. Science 327(5968):1000–1004
Chaurasia MK et al (2014) A prawn core histone 4: derivation of N- and C-terminal peptides and their antimicrobial properties, molecular characterization and mRNA transcription. Microbiol Res 170:78
Yang XJ, Seto E (2008) Lysine acetylation: codified crosstalk with other posttranslational modifications. Mol Cell 31(4):449–461
Huang DT, Walden H, Duda D, Schulman BA (2004) Ubiquitin-like protein activation. Oncogene 23(11):1958–1971
Black JC, Van Rechem C, Whetstine JR (2012) Histone lysine methylation dynamics: establishment, regulation, and biological impact. Mol Cell 48(4):491–507
Jellinger KA (2010) The neuropathologic substrate of Parkinson disease dementia. Acta Neuropathol 119(1):151–153
Munshi A, Shafi G, Aliya N, Jyothy A (2009) Histone modifications dictate specific biological readouts. J Genet Genomics 36(2):75–88
Rabilloud T, Chevallet M, Luche S, Lelong C (2010) Two-dimensional gel electrophoresis in proteomics: past, present and future. J Proteomics 73(11):2064–2077
Wang P, Giese RW (1998) Phosphate-specific fluorescence labeling with BO-IMI: reaction details. J Chromatogr A 809(1–2):211–218
Abu-Lawi KI, Sultzer BM (1995) Induction of serine and threonine protein phosphorylation by endotoxin-associated protein in murine resident peritoneal macrophages. Infect Immun 63(2):498–502
Arad-Dann H, Beller U, Haimovitch R, Gavrieli Y, Ben-Sasson SA (1993) Immunohistochemistry of phosphotyrosine residues: identification of distinct intracellular patterns in epithelial and steroidogenic tissues. J Histochem Cytochem 41(4):513–519
MacDonald JA, Mackey AJ, Pearson WR, Haystead TAJ (2002) A strategy for the rapid identification of phosphorylation sites in the phosphoproteome. Mol Cell Proteomics 1(4):314–322
Olsen JV et al (2006) Global, in vivo, and site-specific phosphorylation dynamics in signaling networks. Cell 127(3):635–648
Sugiyama N et al (2007) Phosphopeptide enrichment by aliphatic hydroxy acid-modified metal oxide chromatography for nano-LC-MS/MS in proteomics applications. Mol Cell Proteomics 6(6):1103–1109
Ficarro SB, Parikh JR, Blank NC, Marto JA (2008) Niobium (V) oxide (Nb2O5): application to phosphoproteomics. Anal Chem 80(12):4606–4613
Larsen MR, Thingholm TE, Jensen ON, Roepstorff P, Jørgensen TJD (2005) Highly selective enrichment of phosphorylated peptides from peptide mixtures using titanium dioxide microcolumns. Mol Cell Proteomics 4(7):873–886
Bodenmiller B, Mueller LN, Mueller M, Domon B, Aebersold R (2007) Reproducible isolation of distinct, overlapping segments of the phosphoproteome. Nat Methods 4(3):231–237
Wu J, Shakey Q, Liu W, Schuller A, Follettie MT (2007) Global profiling of phosphopeptides by titania affinity enrichment. J Proteome Res 6(12):4684–4689
Villen J, Gygi SP (2008) The SCX/IMAC enrichment approach for global phosphorylation analysis by mass spectrometry. Nat Protoc 3(10):1630–1638
Zhou H et al (2013) Robust phosphoproteome enrichment using monodisperse microsphere-based immobilized titanium (IV) ion affinity chromatography. Nat Protoc 8(3):461–480
Feng S et al (2007) Immobilized zirconium ion affinity chromatography for specific enrichment of phosphopeptides in phosphoproteome analysis. Mol Cell Proteomics 6(9):1656–1665
Posewitz MC, Tempst P (1999) Immobilized gallium(III) affinity chromatography of phosphopeptides. Anal Chem 71(14):2883–2892
Andersson L, Porath J (1986) Isolation of phosphoproteins by immobilized metal (Fe3+) affinity chromatography. Anal Biochem 154(1):250–254
Ficarro SB et al (2002) Phosphoproteome analysis by mass spectrometry and its application to Saccharomyces cerevisiae. Nat Biotechnol 20(3):301–305
Engholm-Keller K et al (2012) TiSH–a robust and sensitive global phosphoproteomics strategy employing a combination of TiO2, SIMAC, and HILIC. J Proteome 75(18):5749–5761
Thingholm TE, Jensen ON, Robinson PJ, Larsen MR (2008) SIMAC (sequential elution from IMAC), a phosphoproteomics strategy for the rapid separation of monophosphorylated from multiply phosphorylated peptides. Mol Cell Proteomics 7(4):661–671
Zhou H et al (2008) Specific phosphopeptide enrichment with immobilized titanium Ion affinity chromatography adsorbent for phosphoproteome analysis. J Proteome Res 7(9):3957–3967
Beltran L, Casado P, Rodriguez-Prados JC, Cutillas PR (2012) Global profiling of protein kinase activities in cancer cells by mass spectrometry. J Proteome 77:492–503
Hunter T, Sefton BM (1980) Transforming gene-product of Rous-sarcoma virus phosphorylates tyrosine. Proc Natl Acad Sci U S A-Biol Sci 77(3):1311–1315
Matsuoka S et al (2007) ATM and ATR substrate analysis reveals extensive protein networks responsive to DNA damage. Science 316(5828):1160–1166
Gronborg M et al (2002) A mass spectrometry-based proteomic approach for identification of serine/threonine-phosphorylated proteins by enrichment with phospho-specific antibodies – Identification of a novel protein, Frigg, as a protein kinase A substrate. Mol Cell Proteomics 1(7):517–527
Beausoleil SA et al (2004) Large-scale characterization of HeLa cell nuclear phosphoproteins. Proc Natl Acad Sci U S A 101(33):12130–12135
Han G et al (2008) Large-scale phosphoproteome analysis of human liver tissue by enrichment and fractionation of phosphopeptides with strong anion exchange chromatography. Proteomics 8(7):1346–1361
Gilar M, Olivova P, Daly AE, Gebler JC (2005) Orthogonality of separation in two-dimensional liquid chromatography. Anal Chem 77(19):6426–6434
Reinders J, Sickmann A (2005) State-of-the-art in phosphoproteomics. Proteomics 5(16):4052–4061
Alpert AJ (2008) Electrostatic repulsion hydrophilic interaction chromatography for isocratic separation of charged solutes and selective isolation of phosphopeptides. Anal Chem 80(1):62–76
Villén J, Beausoleil SA, Gerber SA, Gygi SP (2007) Large-scale phosphorylation analysis of mouse liver. Proc Natl Acad Sci 104(5):1488–1493
Zhai B, Villen J, Beausoleil SA, Mintseris J, Gygi SP (2008) Phosphoproteome analysis of drosophila metanogaster embryos. J Proteome Res 7(4):1675–1682
McNulty DE, Annan RS (2008) Hydrophilic interaction chromatography reduces the complexity of the phosphoproteome and improves global phosphopeptide isolation and detection. Mol Cell Proteomics 7(5):971–980
Song CX et al (2010) Reversed-phase-reversed-phase liquid chromatography approach with high orthogonality for multidimensional separation of phosphopeptides. Anal Chem 82(1):53–56
Sano A, Nakamura H (2004) Chemo-affinity of titania for the column-switching HPLC analysis of phosphopeptides. Anal Sci 20(3):565–566
Kaji H et al (2003) Lectin affinity capture, isotope-coded tagging and mass spectrometry to identify N-linked glycoproteins. Nat Biotechnol 21(6):667–672
Wang L et al (2006) OK—Concanavalin A-captured glycoproteins in healthy human urine. Mol Cell Proteomics 5(3):560–562
Wisniewski JR, Nagaraj N, Zougman A, Gnad F, Mann M (2010) Brain phosphoproteome obtained by a FASP-based method reveals plasma membrane protein topology. J Proteome Res 9(6):3280–3289
Yang Z, Hancock WS (2005) Monitoring glycosylation pattern changes of glycoproteins using multi-lectin affinity chromatography. J Chromatogr A 1070(1–2):57–64
Madera M, Mechref Y, Novotny MV (2005) Combining lectin microcolumns with high-resolution separation techniques for enrichment of glycoproteins and glycopeptides. Anal Chem 77(13):4081–4090
Kaji H, Yamauchi Y, Takahashi N, Isobe T (2007) Mass spectrometric identification of N-linked glycopeptides using lectin-mediated affinity capture and glycosylation site-specific stable isotope tagging. Nat Protoc 1(6):3019–3027
Zhang H, X-j L, Martin DB, Aebersold R (2003) Identification and quantification of N-linked glycoproteins using hydrazide chemistry, stable isotope labeling and mass spectrometry. Nat Biotechnol 21(6):660–666
Sun B et al (2007) Shotgun glycopeptide capture approach coupled with mass spectrometry for comprehensive glycoproteomics. Mol Cell Proteomics 6(1):141–149
Alley WR Jr, Mann BF, Novotny MV (2013) High-sensitivity analytical approaches for the structural characterization of glycoproteins. Chem Rev 113(4):2668–2732
Sun B, Hood L (2014) Protein-centric N-glycoproteomics analysis of membrane and plasma membrane proteins. J Proteome Res 13(6):2705–2714
Wollscheid B et al (2009) Mass-spectrometric identification and relative quantification of N-linked cell surface glycoproteins. Nat Biotechnol 27(4):378–386
Teo CF et al (2010) Glycopeptide-specific monoclonal antibodies suggest new roles for O-GlcNAc. Nat Chem Biol 6(5):338–343
Alfaro JF et al (2012) Tandem mass spectrometry identifies many mouse brain O-GlcNAcylated proteins including EGF domain-specific O-GlcNAc transferase targets. Proc Natl Acad Sci 109(19):7280–7285
Anonsen JH, Vik A, Egge-Jacobsen W, Koomey M (2012) An extended spectrum of target proteins and modification sites in the general O-linked protein glycosylation system in Neisseria gonorrhoeae. J Proteome Res 11(12):5781–5793
Peng J et al (2003) A proteomics approach to understanding protein ubiquitination. Nat Biotechnol 21(8):921–926
Tagwerker C et al (2006) A tandem affinity tag for two-step purification under fully denaturing conditions – Application in ubiquitin profiling and protein complex identification combined with in vivo cross-linking. Mol Cell Proteomics 5(4):737–748
Xu G, Paige JS, Jaffrey SR (2010) Global analysis of lysine ubiquitination by ubiquitin remnant immunoaffinity profiling. Nat Biotechnol 28(8):868–873
Kim W et al (2011) Systematic and quantitative assessment of the ubiquitin-modified proteome. Mol Cell 44(2):325–340
Kim SC et al (2006) Substrate and functional diversity of lysine acetylation revealed by a proteomics survey. Mol Cell 23(4):607–618
Choudhary C et al (2009) Lysine acetylation targets protein complexes and co-regulates major cellular functions. Science 325(5942):834–840
Mertins P et al (2013) Integrated proteomic analysis of post-translational modifications by serial enrichment. Nat Methods 10(7):634–637
Mann M, Jensen ON (2003) Proteomic analysis of post-translational modifications. Nat Biotechnol 21(3):255–261
Tian R (2014) Exploring intercellular signaling by proteomic approaches. Proteomics 14(4–5):498–512
Gropengiesser J, Varadarajan BT, Stephanowitz H, Krause E (2009) The relative influence of phosphorylation and methylation on responsiveness of peptides to MALDI and ESI mass spectrometry. J Mass Spectrom 44(5):821–831
Gao Y, Wang Y (2007) A method to determine the ionization efficiency change of peptides caused by phosphorylation. J Am Soc Mass Spectrom 18(11):1973–1976
Witze ES, Old WM, Resing KA, Ahn NG (2007) Mapping protein post-translational modifications with mass spectrometry. Nat Methods 4(10):798–806
Tuytten R et al (2006) Stainless steel electrospray probe: a dead end for phosphorylated organic compounds? J Chromatogr A 1104(1–2):209–221
Swaney DL, Wenger CD, Thomson JA, Coon JJ (2009) Human embryonic stem cell phosphoproteome revealed by electron transfer dissociation tandem mass spectrometry. Proc Natl Acad Sci 106(4):995–1000
Syka JEP, Coon JJ, Schroeder MJ, Shabanowitz J, Hunt DF (2004) Peptide and protein sequence analysis by electron transfer dissociation mass spectrometry. Proc Natl Acad Sci U S A 101(26):9528–9533
Villen J, Beausoleil SA, Gygi SP (2008) Evaluation of the utility of neutral-loss-dependent MS3 strategies in large-scale phosphorylation analysis. Proteomics 8(21):4444–4452
Palumbo AM, Tepe JJ, Reid GE (2008) Mechanistic insights into the multistage gas-phase fragmentation behavior of phosphoserine- and phosphothreonine-containing peptides. J Proteome Res 7(2):771–779
Boersema PJ, Mohammed S, Heck AJR (2009) Phosphopeptide fragmentation and analysis by mass spectrometry. J Mass Spectrom 44(6):861–878
Schroeder MJ, Shabanowitz J, Schwartz JC, Hunt DF, Coon JJ (2004) A neutral loss activation method for improved phosphopeptide sequence analysis by quadrupole ion trap mass spectrometry. Anal Chem 76(13):3590–3598
Palumbo AM, Reid GE (2008) Evaluation of Gas-phase rearrangement and competing fragmentation reactions on protein phosphorylation site assignment using collision induced dissociation-MS/MS and MS3. Anal Chem 80(24):9735–9747
Cain JA, Solis N, Cordwell SJ (2014) Beyond gene expression: the impact of protein post-translational modifications in bacteria. J Proteome 97:265–286
Hung C-W, Schlosser A, Wei J, Lehmann WD (2007) Collision-induced reporter fragmentations for identification of covalently modified peptides. Anal Bioanal Chem 389(4):1003–1016
Olsen JV et al (2007) Higher-energy C-trap dissociation for peptide modification analysis. Nat Methods 4(9):709–712
Li X et al (2007) Large-scale phosphorylation analysis of alpha-factor-arrested Saccharomyces cerevisiae. J Proteome Res 6(3):1190–1197
Myung S et al (2011) High-capacity ion trap coupled to a time-of-flight mass spectrometer for comprehensive linked scans with no scanning losses. Int J Mass Spectrom 301(1–3):211–219
Chaze T et al (2014) O-Glycosylation of the N-terminal region of the serine-rich adhesin Srr1 of streptococcus agalactiae explored by mass spectrometry. Mol Cell Proteomics 13(9):2168–2182
Larsen MR, Trelle MB, Thingholm TE, Jensen ON (2006) Analysis of posttranslational modifications of proteins by tandem mass spectrometry. Biotechniques 40(6):790–798
Melo-Braga MN et al (2012) Modulation of protein phosphorylation, N-Glycosylation and Lys-Acetylation in grape (Vitis vinifera) mesocarp and exocarp owing to lobesia botrana infection. Mol Cell Proteomics 11(10):945–956
Rappsilber J, Friesen WJ, Paushkin S, Dreyfuss G, Mann M (2003) Detection of arginine dimethylated peptides by parallel precursor ion scanning mass spectrometry in positive ion mode. Anal Chem 75(13):3107–3114
Na CH, Peng J (2012) Analysis of ubiquitinated proteome by quantitative mass spectrometry. Methods Mol Biol 893:417–429
Jedrychowski MP et al (2011) Evaluation of HCD- and CID-type fragmentation within their respective detection platforms for murine phosphoproteomics. Mol Cell Proteomics 10(12):M111 009910
Nagaraj N, D’Souza RCJ, Cox J, Olsen JV, Mann M (2010) Feasibility of large-scale phosphoproteomics with higher energy collisional dissociation fragmentation. J Proteome Res 9(12):6786–6794
Syrstad EA, Turecek F (2005) Toward a general mechanism of electron capture dissociation. J Am Soc Mass Spectrom 16(2):208–224
Chi A et al (2007) Analysis of phosphorylation sites on proteins from Saccharomyces cerevisiae by electron transfer dissociation (ETD) mass spectrometry. Proc Natl Acad Sci U S A 104(7):2193–2198
Mikesh LM et al (2006) The utility of ETD mass spectrometry in proteomic analysis. Biochim Biophys Acta 1764(12):1811–1822
Frese CK et al (2011) Improved peptide identification by targeted fragmentation using CID, HCD and ETD on an LTQ-Orbitrap Velos. J Proteome Res 10(5):2377–2388
Good DM, Wirtala M, McAlister GC, Coon JJ (2007) Performance characteristics of electron transfer dissociation mass spectrometry. Mol Cell Proteomics 6(11):1942–1951
Molina H, Horn DM, Tang N, Mathivanan S, Pandey A (2007) Global proteomic profiling of phosphopeptides using electron transfer dissociation tandem mass spectrometry. Proc Natl Acad Sci U S A 104(7):2199–2204
Xia Y et al (2006) Implementation of ion/ion reactions in a quadrupole/time-of-flight tandem mass spectrometer. Anal Chem 78(12):4146–4154
McAlister GC et al (2008) A proteomics grade electron transfer dissociation-enabled hybrid linear ion trap-Orbitrap mass spectrometer. J Proteome Res 7(8):3127–3136
Wysocki VH, Tsaprailis G, Smith LL, Breci LA (2000) Special feature: commentary – mobile and localized protons: a framework for understanding peptide dissociation. J Mass Spectrom 35(12):1399–1406
Michalski A, Neuhauser N, Cox J, Mann M (2012) A systematic investigation into the nature of tryptic HCD spectra. J Proteome Res 11(11):5479–5491
Zubarev RA, Kelleher NL, McLafferty FW (1998) Electron capture dissociation of multiply charged protein cations. A nonergodic process. J Am Chem Soc 120(13):3265–3266
Cooper HJ, Hakansson K, Marshall AG (2005) The role of electron capture dissociation in biomolecular analysis. Mass Spectrom Rev 24(2):201–222
Bakhtiar R, Guan ZQ (2005) Electron capture dissociation mass spectrometry in characterization of post-translational modifications. Biochem Biophys Res Commun 334(1):1–8
Frese CK et al (2013) Unambiguous phosphosite localization using Electron-Transfer/Higher-Energy collision Dissociation (EThcD). J Proteome Res 12(3):1520–1525
Swaney DL, McAlister GC, Coon JJ (2008) Decision tree-driven tandem mass spectrometry for shotgun proteomics. Nat Methods 5(11):959–964
Collins MO, Wright JC, Jones M, Rayner JC, Choudhary JS (2014) Confident and sensitive phosphoproteomics using combinations of collision induced dissociation and electron transfer dissociation. J Proteome 103:1–14
Hart-Smith G, Raftery MJ (2012) Detection and characterization of low abundance glycopeptides via higher-energy C-Trap dissociation and orbitrap mass analysis. J Am Soc Mass Spectrom 23(1):124–140
Hakansson K et al (2001) Electron capture dissociation and infrared multiphoton dissociation MS/MS of an N-glycosylated tryptic peptide to yield complementary sequence information. Anal Chem 73(18):4530–4536
Singh C, Zampronio CG, Creese AJ, Cooper HJ (2012) Higher Energy Collision Dissociation (HCD) product ion-triggered Electron Transfer Dissociation (ETD) mass spectrometry for the analysis of N-linked glycoproteins. J Proteome Res 11(9):4517–4525
Zhao P et al (2011) Combining high-energy C-trap dissociation and electron transfer dissociation for protein O-GlcNAc modification site assignment. J Proteome Res 10(9):4088–4104
Wang Z et al (2010) Enrichment and site mapping of O-linked N-acetylglucosamine by a combination of chemical/enzymatic tagging, photochemical cleavage, and electron transfer dissociation mass spectrometry. Mol Cell Proteomics 9(1):153–160
Shvartsburg AA, Singer D, Smith RD, Hoffmann R (2011) Ion mobility separation of isomeric phosphopeptides from a protein with variant modification of adjacent residues. Anal Chem 83(13):5078–5085
Creese AJ, Cooper HJ (2012) Separation and identification of isomeric glycopeptides by high field asymmetric waveform Ion mobility spectrometry. Anal Chem 84(5):2597–2601
Shvartsburg AA, Zheng Y, Smith RD, Kelleher NL (2012) Ion mobility separation of variant histone tails extending to the “middle-down” range. Anal Chem 84(10):4271–4276
Hahne H, Kuster B (2011) A novel two-stage tandem mass spectrometry approach and scoring scheme for the identification of O-GlcNAc modified peptides. J Am Soc Mass Spectrom 22(5):931–942
Beausoleil SA, Villen J, Gerber SA, Rush J, Gygi SP (2006) A probability-based approach for high-throughput protein phosphorylation analysis and site localization. Nat Biotechnol 24(10):1285–1292
Savitski MM et al (2011) Confident phosphorylation site localization using the mascot delta score. Mol Cell Proteomics 10(2):M110.003830
Taus T et al (2011) Universal and confident phosphorylation site localization using phosphoRS. J Proteome Res 10(12):5354–5362
Bailey CM et al (2009) SLoMo: automated site localization of modifications from ETD/ECD mass spectra. J Proteome Res 8(4):1965–1971
Baker PR, Trinidad JC, Chalkley RJ (2011) Modification site localization scoring integrated into a search engine. Mol Cell Proteomics 10(7):M111.008078
Chen Y, Chen W, Cobb MH, Zhao YM (2009) PTMap-A sequence alignment software for unrestricted, accurate, and full-spectrum identification of post-translational modification sites. Proc Natl Acad Sci U S A 106(3):761–766
Sharma K et al (2014) Ultradeep human phosphoproteome reveals a distinct regulatory nature of Tyr and Ser/Thr-based signaling. Cell Rep 8:1583
Udeshi ND et al (2013) Refined preparation and use of anti-diglycine remnant (K-epsilon-GG) antibody enables routine quantification of 10,000 s of ubiquitination sites in single proteomics experiments. Mol Cell Proteomics 12(3):825–831
Guo AL et al (2014) Immunoaffinity enrichment and mass spectrometry analysis of protein methylation. Mol Cell Proteomics 13(1):372–387
Zielinska DF, Gnad F, Wisniewski JR, Mann M (2010) Precision mapping of an in vivo N-glycoproteome reveals rigid topological and sequence constraints. Cell 141(5):897–907
Mommsen TP, Plisetskaya EM (1991) Insulin in fishes and agnathans – history, structure, and metabolic-regulation. Rev Aquat Sci 4(2–3):225–259
Owens DR (2002) New horizons – alternative routes for insulin therapy. Nat Rev Drug Discov 1(7):529–540
Hornbeck PV et al (2012) PhosphoSitePlus: a comprehensive resource for investigating the structure and function of experimentally determined post-translational modifications in man and mouse. Nucleic Acids Res 40(D1):D261–D270
Lu CT et al (2013) dbPTM 3.0: an informative resource for investigating substrate site specificity and functional association of protein post-translational modifications. Nucleic Acids Res 41(D1):D295–D305
Liu ZX et al (2014) CPLM: a database of protein lysine modifications. Nucleic Acids Res 42(D1):D531–D536
Dinkel H et al (2011) Phospho.ELM: a database of phosphorylation sites-update 2011. Nucleic Acids Res 39:D261–D267
Gnad F, Gunawardena J, Mann M (2011) PHOSIDA 2011: the posttranslational modification database. Nucleic Acids Res 39:D253–D260
Gupta R, Birch H, Rapacki K, Brunak S, Hansen JE (1999) O-GLYCBASE version 4.0: a revised database of O-glycosylated proteins. Nucleic Acids Res 27(1):370–372
Zhang H et al (2006) UniPep – a database for human N-linked glycosites: a resource for biomarker discovery. Genome Biol 7(8):R73
Kaji H et al (2012) Large-scale identification of N-glycosylated proteins of mouse tissues and construction of a glycoprotein database, GlycoProtDB. J Proteome Res 11(9):4553–4566
Campbell MP et al (2014) UniCarbKB: building a knowledge platform for glycoproteomics. Nucleic Acids Res 42(D1):D215–D221
Gao TS et al (2013) UUCD: a family-based database of ubiquitin and ubiquitin-like conjugation. Nucleic Acids Res 41(D1):D445–D451
Lee WC, Lee M, Jung JW, Kim KP, Kim D (2008) SCUD: Saccharomyces Cerevisiae Ubiquitination Database. BMC Genomics 9:7
Chernorudskiy AL et al (2007) UbiProt: a database of ubiquitinated proteins. Bmc Bioinf 8:126
Fiedler D et al (2009) Functional organization of the S-cerevisiae phosphorylation network. Cell 136(5):952–963
Kanehisa M, Goto S (2000) KEGG: Kyoto Encyclopedia of Genes and Genomes. Nucleic Acids Res 28(1):27–30
Horn H et al (2014) KinomeXplorer: an integrated platform for kinome biology studies. Nat Methods 11(6):603–604
Linding R et al (2008) NetworKIN: a resource for exploring cellular phosphorylation networks. Nucleic Acids Res 36:D695–D699
Miller ML et al (2008) Linear motif atlas for phosphorylation-dependent signaling. Sci Signal 1(35):ra2
Swaney DL et al (2013) Global analysis of phosphorylation and ubiquitination cross-talk in protein degradation. Nat Methods 10(7):676–682
Wang Y et al (2011) Reversed-phase chromatography with multiple fraction concatenation strategy for proteome profiling of human MCF10A cells. PROTEOMICS 11(10):2019–2026
Wang Z, Gucek M, Hart GW (2008) Cross-talk between GlcNAcylation and phosphorylation: site-specific phosphorylation dynamics in response to globally elevated O-GlcNAc. Proc Natl Acad Sci U S A 105(37):13793–13798
Olejnik J, Sonar S, Krzymanska-Olejnik E, Rothschild KJ (1995) Photocleavable biotin derivatives: a versatile approach for the isolation of biomolecules. Proc Natl Acad Sci U S A 92(16):7590–7594
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Ke, M. et al. (2016). Identification, Quantification, and Site Localization of Protein Posttranslational Modifications via Mass Spectrometry-Based Proteomics. In: Mirzaei, H., Carrasco, M. (eds) Modern Proteomics – Sample Preparation, Analysis and Practical Applications. Advances in Experimental Medicine and Biology, vol 919. Springer, Cham. https://doi.org/10.1007/978-3-319-41448-5_17
Download citation
DOI: https://doi.org/10.1007/978-3-319-41448-5_17
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-41446-1
Online ISBN: 978-3-319-41448-5
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)