Literature DB >> 18754627

Isotopic peak intensity ratio based algorithm for determination of isotopic clusters and monoisotopic masses of polypeptides from high-resolution mass spectrometric data.

Kunsoo Park1, Joo Young Yoon, Sunho Lee, Eunok Paek, Heejin Park, Hee-Jung Jung, Sang-Won Lee.   

Abstract

Determining isotopic clusters and their monoisotopic masses is a first step in interpreting complex mass spectra generated by high-resolution mass spectrometers. We propose a mathematical model for isotopic distributions of polypeptides and an effective interpretation algorithm. Our model uses two types of ratios: intensity ratio of two adjacent peaks and intensity ratio product of three adjacent peaks in an isotopic distribution. These ratios can be approximated as simple functions of a polypeptide mass, the values of which fall within certain ranges, depending on the polypeptide mass. Given a spectrum as a peak list, our algorithm first finds all isotopic clusters consisting of two or more peaks. Then, it scores clusters using the ranges of ratio functions and computes the monoisotopic masses of the identified clusters. Our method was applied to high-resolution mass spectra obtained from a Fourier transform ion cyclotron resonance (FTICR) mass spectrometer coupled to reverse-phase liquid chromatography (RPLC). For polypeptides whose amino acid sequences were identified by tandem mass spectrometry (MS/MS), we applied both THRASH-based software implementations and our method. Our method was observed to find more masses of known peptides when the numbers of the total clusters identified by both methods were fixed. Experimental results show that our method performed better for isotopic mass clusters of weak intensity where the isotopic distributions deviate significantly from their theoretical distributions. Also, it correctly identified some isotopic clusters that were not found by THRASH-based implementations, especially those for which THRASH gave 1 Da mismatches. Another advantage of our method is that it is very fast, much faster than THRASH that calculates the least-squares fit.

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Year:  2008        PMID: 18754627     DOI: 10.1021/ac800913b

Source DB:  PubMed          Journal:  Anal Chem        ISSN: 0003-2700            Impact factor:   6.986


  12 in total

1.  Deconvolution and database search of complex tandem mass spectra of intact proteins: a combinatorial approach.

Authors:  Xiaowen Liu; Yuval Inbar; Pieter C Dorrestein; Colin Wynne; Nathan Edwards; Puneet Souda; Julian P Whitelegge; Vineet Bafna; Pavel A Pevzner
Journal:  Mol Cell Proteomics       Date:  2010-09-20       Impact factor: 5.911

2.  MASH Suite: a user-friendly and versatile software interface for high-resolution mass spectrometry data interpretation and visualization.

Authors:  Huseyin Guner; Patrick L Close; Wenxuan Cai; Han Zhang; Ying Peng; Zachery R Gregorich; Ying Ge
Journal:  J Am Soc Mass Spectrom       Date:  2014-01-03       Impact factor: 3.109

3.  Integrated post-experiment monoisotopic mass refinement: an integrated approach to accurately assign monoisotopic precursor masses to tandem mass spectrometric data.

Authors:  Hee-Jung Jung; Samuel O Purvine; Hokeun Kim; Vladislav A Petyuk; Seok-Won Hyung; Matthew E Monroe; Dong-Gi Mun; Kyong-Chul Kim; Jong-Moon Park; Su-Jin Kim; Nikola Tolic; Gordon W Slysz; Ronald J Moore; Rui Zhao; Joshua N Adkins; Gordon A Anderson; Hookeun Lee; David G Camp; Myeong-Hee Yu; Richard D Smith; Sang-Won Lee
Journal:  Anal Chem       Date:  2010-10-15       Impact factor: 6.986

4.  Comparison of database search strategies for high precursor mass accuracy MS/MS data.

Authors:  Edward J Hsieh; Michael R Hoopmann; Brendan MacLean; Michael J MacCoss
Journal:  J Proteome Res       Date:  2010-02-05       Impact factor: 4.466

5.  Multiplexed Post-Experimental Monoisotopic Mass Refinement (mPE-MMR) to Increase Sensitivity and Accuracy in Peptide Identifications from Tandem Mass Spectra of Cofragmentation.

Authors:  Inamul Hasan Madar; Seung-Ik Ko; Hokeun Kim; Dong-Gi Mun; Sangtae Kim; Richard D Smith; Sang-Won Lee
Journal:  Anal Chem       Date:  2016-12-22       Impact factor: 6.986

Review 6.  Mass spectrometric analysis of histone proteoforms.

Authors:  Zuo-Fei Yuan; Anna M Arnaudo; Benjamin A Garcia
Journal:  Annu Rev Anal Chem (Palo Alto Calif)       Date:  2014-06-02       Impact factor: 10.745

7.  Features-based deisotoping method for tandem mass spectra.

Authors:  Zheng Yuan; Jinhong Shi; Wenjun Lin; Bolin Chen; Fang-Xiang Wu
Journal:  Adv Bioinformatics       Date:  2012-01-04

8.  Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra.

Authors:  Kaijie Xiao; Fan Yu; Houqin Fang; Bingbing Xue; Yan Liu; Zhixin Tian
Journal:  Sci Rep       Date:  2015-10-06       Impact factor: 4.379

9.  A new scoring function for top-down spectral deconvolution.

Authors:  Qiang Kou; Si Wu; Xiaowen Liu
Journal:  BMC Genomics       Date:  2014-12-18       Impact factor: 3.969

10.  MultiAlign: a multiple LC-MS analysis tool for targeted omics analysis.

Authors:  Brian L LaMarche; Kevin L Crowell; Navdeep Jaitly; Vladislav A Petyuk; Anuj R Shah; Ashoka D Polpitiya; John D Sandoval; Gary R Kiebel; Matthew E Monroe; Stephen J Callister; Thomas O Metz; Gordon A Anderson; Richard D Smith
Journal:  BMC Bioinformatics       Date:  2013-02-12       Impact factor: 3.169

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