Title :
Rapid generation of peptide sequence tags with a graph search algorithm
Author :
Li, Hui ; Liu, Chunmei ; Rwebangira, Mugizi ; Burge, Legand ; Southerland, William
Author_Institution :
Dept. of Syst. & Comput. Sci., Howard Univ., Washington, DC, USA
Abstract :
Tandem mass spectrometry is a popular tool for the identification of peptide sequences. In this paper, we present a method for rapid generation of short peptide sequences via tandem mass spectrometry based on a graph search. 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 find 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 PepNovo approaches with higher efficiency.
Keywords :
biological techniques; mass spectroscopy; molecular configurations; polymers; MS-MS spectra; PepNovo approach; graph search algorithm; pair peak value set; peptide sequence; peptide sequence tag rapid generation; tandem mass spectrometry; Accuracy; Algorithm design and analysis; Amino acids; Databases; Ions; Peptides; Search methods; peptide sequence tags; post-translational modification (PTM); tandem mass spectrum;
Conference_Titel :
Bioinformatics and Biomedicine Workshops (BIBMW), 2011 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4577-1612-6
DOI :
10.1109/BIBMW.2011.6112383