Untargeted Differential Metabolomics Analysis Using Drift Tube Ion Mobility-Mass Spectrometry

Methods Mol Biol. 2020:2084:55-78. doi: 10.1007/978-1-0716-0030-6_3.

Abstract

Mass spectrometry-based metabolomics is being increasingly applied to a number of applications, including the fields of clinical, industrial, plant, and nutritional science. Several improvements have advanced the field considerably over the past decade, including ultra-high performance liquid chromatography (uHPLC), column chemistries, instruments, software, and molecular databases. However, challenges remain, including how to separate small molecules that are part of highly complex samples; this can be accomplished using chromatographic techniques or through improved resolution in the gas phase. Ion mobility-mass spectrometry (IM-MS) provides an extra dimension of gas phase separation that can result in improvements to both quantitation and compound identification. Here we describe a typical drift tube IM-MS metabolomics workflow, which includes the following steps: (1) Data acquisition, (2) Data preprocessing, (3) Molecular feature finding, and (4) Differential analysis and Molecular annotation. Overall, these methods can help investigators from a variety of scientific fields use IM-MS metabolomics as part of their own workflow.

Keywords: Acquisition parameters; Differential analysis; Drift tube ion mobility; Four-dimensional feature finding; Mass spectrometry; Metabolomics.

MeSH terms

  • Computational Biology / methods
  • Ion Mobility Spectrometry* / methods
  • Mass Spectrometry
  • Metabolomics* / methods
  • Software
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
  • Workflow