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Spectral Dictionaries: Integrating De Novo Peptide Sequencing with Database Search of Tandem Mass Spectra

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Date 2008 Aug 16
PMID 18703573
Citations 38
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Abstract

Database search tools identify peptides by matching tandem mass spectra against a protein database. We study an alternative approach when all plausible de novo interpretations of a spectrum (spectral dictionary) are generated and then quickly matched against the database. We present a new MS-Dictionary algorithm for efficiently generating spectral dictionaries and demonstrate that MS-Dictionary can identify spectra that are missed in the database search. We argue that MS-Dictionary enables proteogenomics searches in six-frame translation of genomic sequences that may be prohibitively time-consuming for existing database search approaches. We show that such searches allow one to correct sequencing errors and find programmed frameshifts.

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References
1.
Chen T, Kao M, Tepel M, Rush J, Church G . A dynamic programming approach to de novo peptide sequencing via tandem mass spectrometry. J Comput Biol. 2001; 8(3):325-37. DOI: 10.1089/10665270152530872. View

2.
Payne S, Yau M, Smolka M, Tanner S, Zhou H, Bafna V . Phosphorylation-specific MS/MS scoring for rapid and accurate phosphoproteome analysis. J Proteome Res. 2008; 7(8):3373-81. PMC: 2566938. DOI: 10.1021/pr800129m. View

3.
Alves G, Yu Y . Robust accurate identification of peptides (RAId): deciphering MS2 data using a structured library search with de novo based statistics. Bioinformatics. 2005; 21(19):3726-32. DOI: 10.1093/bioinformatics/bti620. View

4.
Havilio M, Haddad Y, Smilansky Z . Intensity-based statistical scorer for tandem mass spectrometry. Anal Chem. 2003; 75(3):435-44. DOI: 10.1021/ac0258913. View

5.
Bern M, Goldberg D . De novo analysis of peptide tandem mass spectra by spectral graph partitioning. J Comput Biol. 2006; 13(2):364-78. DOI: 10.1089/cmb.2006.13.364. View