Protein identification by spectral networks analysis

被引:132
作者
Bandeira, Nuno [1 ]
Tsur, Dekel [1 ]
Frank, Ari [1 ]
Pevzner, Pavel A. [1 ]
机构
[1] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
关键词
alignment; database searching; posttranslational modifications; tandem mass spectrometry; de novo;
D O I
10.1073/pnas.0701130104
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Advances in tandem mass spectrometry (MS/MS) steadily increase the rate of generation of MS/MS spectra. As a result, the existing approaches that compare spectra against databases are already facing a bottleneck, particularly when interpreting spectra of modified peptides. Here we explore a concept that allows one to perform an MS/MS database search without ever comparing a spectrum against a database. We propose to take advantage of spectral pairs, which are pairs of spectra obtained from overlapping (often nontryptic) peptides or from unmodified and modified versions of the same peptide. Having a spectrum of a modified peptide paired with a spectrum of an unmodified peptide allows one to separate the prefix and suffix ladders, to greatly reduce the number of noise peaks, and to generate a small number of peptide reconstructions that are likely to contain the correct one. The MS/MS database search is thus reduced to extremely fast pattern-matching (rather than time-consuming matching of spectra against databases). In addition to speed, our approach provides a unique paradigm for identifying posttranslational modifications by means of spectral networks analysis.
引用
收藏
页码:6140 / 6145
页数:6
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