Ultrafast Peptide Label-Free Quantification with FlashLFQ

J Proteome Res. 2018 Jan 5;17(1):386-391. doi: 10.1021/acs.jproteome.7b00608. Epub 2017 Nov 8.

Abstract

The rapid and accurate quantification of peptides is a critical element of modern proteomics that has become increasingly challenging as proteomic data sets grow in size and complexity. We present here FlashLFQ, a computer program for high-speed label-free quantification of peptides following a search of bottom-up mass spectrometry data. FlashLFQ is approximately an order of magnitude faster than established label-free quantification methods. The increased speed makes it practical to base quantification upon all of the charge states for a given peptide rather than solely upon the charge state that was selected for MS2 fragmentation. This increases the number of quantified peptides, improves replicate-to-replicate reproducibility, and increases quantitative accuracy. We integrated FlashLFQ into the graphical user interface of the MetaMorpheus search software, allowing it to work together with the global post-translational modification discovery (G-PTM-D) engine to accurately quantify modified peptides. FlashLFQ is also available as a NuGet package, facilitating its integration into other software, and as a standalone command line software program for the quantification of search results from other programs (e.g., MaxQuant).

Keywords: label-free quantification; post-translational modifications; quantitative proteomics; software.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Mass Spectrometry
  • Peptides / analysis*
  • Proteomics / methods
  • Reproducibility of Results
  • Software*
  • Time Factors
  • User-Computer Interface

Substances

  • Peptides