Pre-processing liquid chromatography/high-resolution mass spectrometry data: extracting pure mass spectra by deconvolution from the invariance of isotopic distribution

Rapid Commun Mass Spectrom. 2013 May 15;27(9):917-23. doi: 10.1002/rcm.6517.

Abstract

Rationale: Mass spectra obtained by deconvolution of liquid chromatography/high-resolution mass spectrometry (LC/HRMS) data can be impaired by non-informative mass-over-charge (m/z) channels. This impairment of mass spectra can have significant negative influence on further post-processing, like quantification and identification.

Methods: A metric derived from the knowledge of errors in isotopic distribution patterns, and quality of the signal within a pre-defined mass chromatogram block, has been developed to pre-select all informative m/z channels.

Results: This procedure results in the clean-up of deconvoluted mass spectra by maintaining the intensity counts from m/z channels that originate from a specific compound/molecular ion, for example, molecular ion, adducts, (13) C-isotopes, multiply charged ions and removing all m/z channels that are not related to the specific peak. The methodology has been successfully demonstrated for two sets of high-resolution LC/MS data.

Conclusions: The approach described is therefore thought to be a useful tool in the automatic processing of LC/HRMS data. It clearly shows the advantages compared to other approaches like peak picking and de-isotoping in the sense that all information is retained while non-informative data is removed automatically.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Amino Acids / analysis
  • Amino Acids / blood
  • Bile Acids and Salts / analysis
  • Bile Acids and Salts / blood
  • Carbon Isotopes / analysis
  • Chromatography, Liquid / methods*
  • Deuterium / analysis
  • Entropy
  • Humans
  • Mass Spectrometry / methods*

Substances

  • Amino Acids
  • Bile Acids and Salts
  • Carbon Isotopes
  • Deuterium