Abstract
Tandem mass spectrometry provides a sensitive means of analyzing the amino acid sequence of peptides and modified peptides by providing accurate mass measurements of precursor and fragment ions. Modern mass spectrometry instrumentation is capable of rapidly generating many thousands of tandem mass spectra and protein database search engines have been developed to match the experimental data to peptide candidates. In most studies there is a schism between discarding perfectly valid data and including nonsensical peptide identifications—this is currently a major bottleneck in data-analysis and it calls for an understanding of tandem mass spectrometry data. Manual evaluation of the data and perhaps experimental cross-checking of the MS data can save many months of experimental work trying to do biological follow-ups based on erroneous identifications. Especially for posttranslationally modified peptides there is a need for manual validation of the data because search algorithms seldom have been optimized for the identification of modified peptides and because there are many pitfalls for the unwary. This chapter describes some of the issues that should be considered when interpreting and validating tandem mass spectra and gives some useful tables to aid this process.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Roepstorff P, Fohlman J (1984) Proposal for a common nomenclature for sequence ions in mass spectra of peptides. Biomed Mass Spectrom 11:601
Biemann K (1990) Appendix 5. Nomenclature for peptide fragment ions (positive ions). Methods Enzymol 193:886–887
Johnson RS, Martin SA, Biemann K, Stults JT, Watson JT (1987) Novel fragmentation process of peptides by collision-induced decomposition in a tandem mass spectrometer: differentiation of leucine and isoleucine. Anal Chem 59:2621–2625
Steen H, Mann M (2004) The ABC’s (and XYZ’s) of peptide sequencing. Nat Rev Mol Cell Biol 5:699–711
Salek M, Lehmann WD (2003) Neutral loss of amino acid residues from protonated peptides in collision-induced dissociation generates N- or C-terminal sequence ladders. J Mass Spectrom 38:1143–1149
Cooper HJ, Hakansson K, Marshall AG (2005) The role of electron capture dissociation in biomolecular analysis. Mass Spectrom Rev 24:201–222
Zubarev RA (2004) Electron-capture dissociation tandem mass spectrometry. Curr Opin Biotechnol 15:12–16
Syka JE, Coon JJ, Schroeder MJ, Shabanowitz J, Hunt DF (2004) Peptide and protein sequence analysis by electron transfer dissociation mass spectrometry. Proc Natl Acad Sci USA 101:9528–9533
Mirgorodskaya E, Roepstorff P, Zubarev RA (1999) Localization of O-glycosylation sites in peptides by electron capture dissociation in a Fourier transform mass spectrometer. Anal Chem 71:4431–4436
Hakansson K, Cooper HJ, Emmett MR, Costello CE, Marshall AG, Nilsson CL (2001) Electron capture dissociation and infrared multiphoton dissociation MS/MS of an N-glycosylated tryptic peptide to yield complementary sequence information. Anal Chem 73:4530–4536
Hogan JM, Pitteri SJ, Chrisman PA, McLuckey SA (2005) Complementary structural information from a tryptic N-linked glycopeptide via electron transfer ion/ion reactions and collision-induced dissociation. J Proteome Res 4:628–632
Stensballe A, Jensen ON, Olsen JV, Haselmann KF, Zubarev RA (2000) Electron capture dissociation of singly and multiply phosphorylated peptides. Rapid Commun Mass Spectrom 14:1793–1800
Kelleher NL, Zubarev RA, Bush K, Furie B, Furie BC, McLafferty FW, Walsh CT (1999) Localization of labile posttranslational modifications by electron capture dissociation: the case of gamma-carboxyglutamic acid. Anal Chem 71:4250–4253
Johnson RS, Davis MT, Taylor JA, Patterson SD (2005) Informatics for protein identification by mass spectrometry. Methods 35:223–236
Falick AM, Hines WM, Medzihradszky KF, Baldwin MA, Gibson BW (1993) Low-mass ions produced from peptides by high-energy collision-induced dissociation in tandem mass-spectrometry. J Am Soc Mass Spectrom 4:882–893
Papayannopoulos IA (1995) The interpretation of collision-induced dissociation tandem mass-spectra of peptides. Mass Spectrom Rev 14:49–73
Schlosser A, Lehmann WD (2002) Patchwork peptide sequencing: extraction of sequence information from accurate mass data of peptide tandem mass spectra recorded at high resolution. Proteomics 2:524–533
Peri S, Steen H, Pandey A (2001) GPMAW—a software tool for analyzing proteins and peptides. Trends Biochem Sci 26:687–689
Perkins DN, Pappin DJ, Creasy DM, Cottrell JS (1999) Probability-based protein identification by searching sequence databases using mass spectrometry data. Electrophoresis 20:3551–3567
Matthiesen R, Bunkenborg J, Stensballe A, Jensen ON, Welinder KG, Bauw G (2004) Database-independent, database-dependent, and extended interpretation of peptide mass spectra in VEMS V2.0. Proteomics 4:2583–2593
Craig R, Beavis RC (2003) A method for reducing the time required to match protein sequences with tandem mass spectra. Rapid Commun Mass Spectrom 17:2310–2316
Bunkenborg J, Garcia GE, Paz MIP, Andersen JS, Molina H (2010) The minotaur proteome: avoiding cross-species identifications deriving from bovine serum in cell culture models. Proteomics 10:3040–3044
Schandorff S, Olsen JV, Bunkenborg J, Blagoev B, Zhang Y, Andersen JS, Mann M (2007) A mass spectrometry-friendly database for cSNP identification. Nat Methods 4:465–466
Olsen JV, Ong SE, Mann M (2004) Trypsin cleaves exclusively C-terminal to arginine and lysine residues. Mol Cell Proteomics 3:608–614
Pallante GA, Cassady CJ (2002) Effects of peptide chain length on the gas-phase proton transfer properties of doubly-protonated ions from bradykinin and its N-terminal fragment peptides. Int J Mass Spectrom 219:115–131
Schnier PD, Gross DS, Williams ER (1995) On the maximum charge-state and proton-transfer reactivity of peptide and protein ions formed by electrospray-ionization. J Am Soc Mass Spectrom 6:1086–1097
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 35:1399–1406
Breci LA, Tabb DL, Yates JR, Wysocki VH (2003) Cleavage N-terminal to proline: analysis of a database of peptide tandem mass spectra. Anal Chem 75:1963–1971
Kapp EA, Schutz F, Reid GE, Eddes JS, Moritz RL, O’Hair RA, Speed TP, Simpson RJ (2003) Mining a tandem mass spectrometry database to determine the trends and global factors influencing peptide fragmentation. Anal Chem 75:6251–6264
Tabb DL, Smith LL, Breci LA, Wysocki VH, Lin D, Yates JR (2003) Statistical characterization of ion trap tandem mass spectra from doubly charged tryptic peptides. Anal Chem 75:1155–1163
Hall SC, Smith DM, Masiarz FR, Soo VW, Tran HM, Epstein LB, Burlingame AL (1993) Mass spectrometric and Edman sequencing of lipocortin-I isolated by 2-dimensional SDS PAGE of human-melanoma lysates. Proc Natl Acad Sci USA 90:1927–1931
Hamdan M, Bordini E, Galvani M, Righetti PG (2001) Protein alkylation by acrylamide, its N-substituted derivatives and cross-linkers and its relevance to proteomics: a matrix assisted laser desorption/ionization-time of flight-mass spectrometry study. Electrophoresis 22:1633–1644
Nielsen ML, Vermeulen M, Bonaldi T, Cox J, Moroder L, Mann M (2008) Iodoacetamide-induced artifact mimics ubiquitination in mass spectrometry. Nat Methods 5:459–460
Cox J, Neuhauser N, Michalski A, Scheltema RA, Olsen JV, Mann M (2011) Andromeda: a peptide search engine integrated into the MaxQuant environment. J Proteome Res 10:1794–1805
Gonzalez J, Takao T, Hori H, Besada V, Rodriguez R, Padron G, Shimonishi Y (1992) A method for determination of N-glycosylation sites in glycoproteins by collision-induced dissociation analysis in fast atom bombardment mass spectrometry: identification of the positions of carbohydrate-linked asparagine in recombinant alpha-amylase by treatment with peptide-N-glycosidase F in 18O-labeled water. Anal Biochem 205:151–158
Hagglund P, Bunkenborg J, Elortza F, Jensen ON, Roepstorff P (2004) A new strategy for identification of N-glycosylated proteins and unambiguous assignment of their glycosylation sites using HILIC enrichment and partial deglycosylation. J Proteome Res 3:556–566
Hagglund P, Matthiesen R, Elortza F, Hojrup P, Roepstorff P, Jensen ON, Bunkenborg J (2007) An enzymatic deglycosylation scheme enabling identification of core fucosylated N-glycans and O-glycosylation site mapping of human plasma proteins. J Proteome Res 6:3021–3031
Boersema PJ, Raijmakers R, Lemeer S, Mohammed S, Heck AJR (2009) Multiplex peptide stable isotope dimethyl labeling for quantitative proteomics. Nat Protoc 4:484–494
Polevoda B, Sherman F (2003) N-terminal acetyltransferases and sequence requirements for N-terminal acetylation of eukaryotic proteins. J Mol Biol 325:595–622
Zhang K, Yau PM, Chandrasekhar B, New R, Kondrat R, Imai BS, Bradbury ME (2004) Differentiation between peptides containing acetylated or tri-methylated lysines by mass spectrometry: an application for determining lysine 9 acetylation and methylation of histone H3. Proteomics 4:1–10
Gehrig PM, Hunziker PE, Zahariev S, Pongor S (2004) Fragmentation pathways of N(G)-methylated and unmodified arginine residues in peptides studied by ESI-MS/MS and MALDI-MS. J Am Soc Mass Spectrom 15:142–149
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 75:3107–3114
Kim JY, Kim KW, Kwon HJ, Lee DW, Yoo JS (2002) Probing lysine acetylation with a modification-specific marker ion using high-performance liquid chromatography/electrospray-mass spectrometry with collision-induced dissociation. Anal Chem 74:5443–5449
Berlett BS, Stadtman ER (1997) Protein oxidation in aging, disease, and oxidative stress. J Biol Chem 272:20313–20316
Lagerwerf FM, vandeWeert M, Heerma W, Haverkamp J (1996) Identification of oxidized methionine in peptides. Rapid Commun Mass Spectrom 10:1905–1910
Steen H, Mann M (2001) Similarity behween condensed phase and gas phase chemistry: fragmentation of peptides containing oxidized cysteine residues and its implications for proteomics. J Am Soc Mass Spectrom 12:228–232
Farrugia JM, O’Hair RAJ, Reid GE (2001) Do all b(2) ions have oxazolone structures? Multistage mass spectrometry and ab initio studies on protonated N-acyl amino acid methyl ester model systems. Int J Mass Spectrom 210:71–87
Acknowledgments
J. B. gratefully acknowledges financial support from the Carlsberg foundation and the Lundbeck foundation. RM is supported by Fundação para a Ciência e a Tecnologia (FCT) Ciência 2007. R.M. is further supported by FCT grants (PTDC/QUI-BIQ/099457/2008 and PTDC/EIA-EIA/099458/2008).
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer Science+Business Media, LLC
About this protocol
Cite this protocol
Bunkenborg, J., Matthiesen, R. (2013). Interpretation of Tandem Mass Spectra of Posttranslationally Modified Peptides. In: Matthiesen, R. (eds) Mass Spectrometry Data Analysis in Proteomics. Methods in Molecular Biology, vol 1007. Humana Press, Totowa, NJ. https://doi.org/10.1007/978-1-62703-392-3_6
Download citation
DOI: https://doi.org/10.1007/978-1-62703-392-3_6
Published:
Publisher Name: Humana Press, Totowa, NJ
Print ISBN: 978-1-62703-391-6
Online ISBN: 978-1-62703-392-3
eBook Packages: Springer Protocols