Title :
TVNovo: De novo peptide sequencing for high resolution LTQ-FT mass spectrometry using virtual database searching
Author :
Sun, Hanchang ; Zhang, Jiyang ; Liu, Hui ; Zhang, Wei ; Xu, Changming ; Ma, Haibin ; Xie, Hongwei
Author_Institution :
Coll. of Mechatron. & Autom., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
De novo peptide sequencing is one of the most challenging topics in the field of computational proteomics. In this manuscript, a novel method based on virtual database searching is presented to improve the performance of de novo sequencing for the data from high resolution LTQ-FT mass spectrometry. Our method directly generates a virtual database from each spectrum and applies a search engine to match spectrum against the calculated virtual database. Two datasets from different sources are employed to compare our method to other existing de novo sequencing algorithms and the results show that our method outperforms other methods.
Keywords :
biology computing; database indexing; mass spectroscopy; proteins; proteomics; LTQ-FT mass spectrometry; TVNovo; computational proteomics; de novo peptide sequencing; virtual database searching; Accuracy; Amino acids; Databases; Peptides; Proteins; Proteomics; Spectroscopy; LTQ-FT; bioinformatics; computational proteomics; de novo peptide sequencing; high-throughput; virtual database searching;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6495-1
DOI :
10.1109/BMEI.2010.5639865