title: PEAKS: powerful software for peptide de novo sequencing by tandem mass spectrometry.
abstract: A number of different approaches have been described to identify proteins from tandem mass spectrometry (MS/MS) data. The most common approaches rely on the available databases to match experimental MS/MS data. These methods suffer from several drawbacks and cannot be used for the identification of proteins from unknown genomes. In this communication, we describe a new de novo sequencing software package, PEAKS, to extract amino acid sequence information without the use of databases. PEAKS uses a new model and a new algorithm to efficiently compute the best peptide sequences whose fragment ions can best interpret the peaks in the MS/MS spectrum. The output of the software gives amino acid sequences with confidence scores for the entire sequences, as well as an additional novel positional scoring scheme for portions of the sequences. The performance of PEAKS is compared with Lutefisk, a well-known de novo sequencing software, using quadrupole-time-of-flight (Q-TOF) data obtained for several tryptic peptides from standard proteins.
authors.affiliation: Department of Computer Science, University of Western Ontario, London, ON N6A 5B7, Canada. bma@csd.uwo.ca
authors.forename: Bin
authors.initials: B
authors.lastname: Ma
authors.forename: Kaizhong
authors.initials: K
authors.lastname: Zhang
authors.forename: Christopher
authors.initials: C
authors.lastname: Hendrie
authors.forename: Chengzhi
authors.initials: C
authors.lastname: Liang
authors.forename: Ming
authors.initials: M
authors.lastname: Li
authors.forename: Amanda
authors.initials: A
authors.lastname: Doherty-Kirby
authors.forename: Gilles
authors.initials: G
authors.lastname: Lajoie
mesh_terms: D000595:Amino Acid Sequence; D013058:Mass Spectrometry / Q000295:instrumentation*; D008969:Molecular Sequence Data; D010455:Peptides / Q000737:chemistry*; D020539:Sequence Analysis, Protein / Q000295:instrumentation / Q000379:methods*; D012984:Software
chemical_list: D010455:Peptides