Mutation-tolerant protein identification by mass spectrometry

Citation
Pa. Pevzner et al., Mutation-tolerant protein identification by mass spectrometry, J COMPUT BI, 7(6), 2000, pp. 777-787
Citations number
19
Categorie Soggetti
Biochemistry & Biophysics
Journal title
JOURNAL OF COMPUTATIONAL BIOLOGY
ISSN journal
10665277 → ACNP
Volume
7
Issue
6
Year of publication
2000
Pages
777 - 787
Database
ISI
SICI code
1066-5277(2000)7:6<777:MPIBMS>2.0.ZU;2-Q
Abstract
Database search in tandem mass spectrometry is a powerful tool for protein identification. High-throughput spectral acquisition raises the problem of dealing with genetic variation and peptide modifications within a populatio n of related proteins, A method that cross-correlates and clusters related spectra in large collections of uncharacterized spectra (i.e,, from normal and diseased individuals) would be very valuable in functional proteomics, This problem is far from being simple since very similar peptides may have very different spectra, We introduce a new notion of spectral similarity th at allows one to identify related spectra even if the corresponding peptide s have multiple modifications/mutations. Based on this notion, we developed a new algorithm for mutation-tolerant database search as well as a method for cross-correlating related uncharacterized spectra.