Title :
Comparison of tandem mass spectrometry search methods to identify neuropeptides
Author :
Akhtar, M.N. ; Southey, B.R. ; Porter, K.I. ; Sweedler, J.V. ; Rodriguez-Zas, S.L.
Author_Institution :
Dept. of Animal Sci., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
Tools to identify proteins in tandem mass spectrometry experiments are not optimized to identify neuropeptides due to complex processing, post-translational modifications and neuropeptide size. The complementary strengths of three widely-used protein identification tools to identify neuropeptides were assessed. OMSSA, X!Tandem and Crux were applied to identify simulated mass spectra on a database of 7857 mouse neuropeptides from 92 prohormones. For each peptide, spectra was simulated with either +1, +2 and +3 precursor charge states, +1 charged b and y product ions having single water and/or ammonia loss depending on amino acid composition. OMSSA and X!Tandem identified 83% of the peptides with an E-value or P-value <; 10-9, while Crux detected 81% and 11% of the peptides with a P-value <; 10-1 and <; 10-2, respectively. Precursor charge states have minor effect on the detection of neuropeptides. The sensitivity of either tool to detect small neuropeptides (<; 10 amino acids in length) was limited. Our results suggest that methods optimized to detect neuropeptides are required.
Keywords :
mass spectroscopy; molecular biophysics; neurophysiology; proteins; E-value; OMSSA; P-value; X!Tandem-and-Crux; amino acid composition; ammonia loss; complementary strengths; complex processing; neuropeptide size; post-translational modifications; precursor charge states; prohormones; proteins; simulated mass spectra; tandem mass spectrometry; widely-used protein identification tools; Amino acids; Bioinformatics; Databases; Mass spectroscopy; Peptides; Proteins; Search methods; mass spectrometry; neuropeptides; search algorithms; simulation;
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.2011.6112530