IPeak: An open source tool to combine results from multiple MS/MS search engines

Proteomics. 2015 Sep;15(17):2916-20. doi: 10.1002/pmic.201400208. Epub 2015 Aug 6.

Abstract

Liquid chromatography coupled tandem mass spectrometry (LC-MS/MS) is an important technique for detecting peptides in proteomics studies. Here, we present an open source software tool, termed IPeak, a peptide identification pipeline that is designed to combine the Percolator post-processing algorithm and multi-search strategy to enhance the sensitivity of peptide identifications without compromising accuracy. IPeak provides a graphical user interface (GUI) as well as a command-line interface, which is implemented in JAVA and can work on all three major operating system platforms: Windows, Linux/Unix and OS X. IPeak has been designed to work with the mzIdentML standard from the Proteomics Standards Initiative (PSI) as an input and output, and also been fully integrated into the associated mzidLibrary project, providing access to the overall pipeline, as well as modules for calling Percolator on individual search engine result files. The integration thus enables IPeak (and Percolator) to be used in conjunction with any software packages implementing the mzIdentML data standard. IPeak is freely available and can be downloaded under an Apache 2.0 license at https://code.google.com/p/mzidentml-lib/.

Keywords: Bioinformatics; Mass spectrometry; Peptide identification; Shotgun proteomics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Databases, Protein
  • Humans
  • Peptides / analysis
  • Programming Languages
  • Proteomics / methods*
  • Search Engine*
  • Software
  • Tandem Mass Spectrometry / methods*

Substances

  • Peptides