Implementation of liquid chromatography-high resolution mass spectrometry methods for untargeted metabolomic analyses of biological samples: A tutorial

Anal Chim Acta. 2020 Apr 8:1105:28-44. doi: 10.1016/j.aca.2019.12.062. Epub 2020 Jan 2.

Abstract

Untargeted metabolomics is now widely recognized as a useful tool for exploring metabolic changes taking place in biological systems under different conditions. By its nature, this is a highly interdisciplinary field of research, and mastering all of the steps comprised in the pipeline can be a challenging task, especially for those researchers new to the topic. In this tutorial, we aim to provide an overview of the most widely adopted methods of performing LC-HRMS-based untargeted metabolomics of biological samples. A detailed protocol is provided in the Supplementary Information for rapidly implementing a basic screening workflow in a laboratory setting. This tutorial covers experimental design, sample preparation and analysis, signal processing and data treatment, and, finally, data analysis and its biological interpretation. Each section is accompanied by up-to-date literature to guide readers through the preparation and optimization of such a workflow, as well as practical information for avoiding or fixing some of the most frequently encountered pitfalls.

Keywords: Biological samples; High-resolution mass spectrometry; Liquid chromatography; Metabolomics; Methodology; Untargeted.

Publication types

  • Review

MeSH terms

  • Animals
  • Chromatography, Liquid
  • Humans
  • Mass Spectrometry
  • Metabolomics*
  • Research Design