{"title":"Peptide sequence tag generation for tandem mass spectra containing post-translational modifications.","authors":"Hui Li, Chunmei Liu","doi":"10.1504/IJCBDD.2012.049209","DOIUrl":null,"url":null,"abstract":"Tandem mass spectrometry is a popular tool for the identification of peptide sequences. In this paper, we present a method for a rapid generation of short peptide sequences via tandem mass spectrometry based on a graph search method. The approach takes advantage of several pairs of peaks that have high intensities. We proposed a Pair Peak value Set (PPS) and used the pair peak values of highest intensities as the root of a tree. The other nodes are viewed as the reference nodes to search the most promising path. We aimed to determine the peptide sequences for MS/MS spectra that have low signal-to-noise ratios. Our experiment on 2420 experimental MS/MS spectra with two PTMs shows that our algorithm achieves better accuracy than the PepNovo approach with higher efficiency.","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"5 3-4","pages":"325-34"},"PeriodicalIF":0.0000,"publicationDate":"2012-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1504/IJCBDD.2012.049209","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Computational Biology and Drug Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/IJCBDD.2012.049209","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2012/9/24 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"Pharmacology, Toxicology and Pharmaceutics","Score":null,"Total":0}
引用次数: 0
Abstract
Tandem mass spectrometry is a popular tool for the identification of peptide sequences. In this paper, we present a method for a rapid generation of short peptide sequences via tandem mass spectrometry based on a graph search method. The approach takes advantage of several pairs of peaks that have high intensities. We proposed a Pair Peak value Set (PPS) and used the pair peak values of highest intensities as the root of a tree. The other nodes are viewed as the reference nodes to search the most promising path. We aimed to determine the peptide sequences for MS/MS spectra that have low signal-to-noise ratios. Our experiment on 2420 experimental MS/MS spectra with two PTMs shows that our algorithm achieves better accuracy than the PepNovo approach with higher efficiency.