A Protocol for Untargeted Metabolomic Analysis: From Sample Preparation to Data Processing

Methods Mol Biol. 2021:2276:357-382. doi: 10.1007/978-1-0716-1266-8_27.

Abstract

Untargeted metabolomics has rapidly become a profiling method of choice in many areas of research, including mitochondrial biology. Most commonly, untargeted metabolomics is performed with liquid chromatography/mass spectrometry because it enables measurement of a relatively wide range of physiochemically diverse molecules. Specifically, to assess energy pathways that are associated with mitochondrial metabolism, hydrophilic interaction liquid chromatography (HILIC) is often applied before analysis with a high-resolution accurate mass instrument. The workflow produces large, complex data files that are impractical to analyze manually. Here, we present a protocol to perform untargeted metabolomics on biofluids such as plasma, urine, and cerebral spinal fluid with a HILIC separation and an Orbitrap mass spectrometer. Our protocol describes each step of the analysis in detail, from preparation of solvents for chromatography to selecting parameters during data processing.

Keywords: Accurate mass; Data-dependent acquisition; HILIC; High-resolution; Liquid chromatography; Mass spectrometry; Metabolites; Metabolomics; Profiling; Quality assurance; Quality control.

MeSH terms

  • Cerebrospinal Fluid / chemistry*
  • Cerebrospinal Fluid / metabolism
  • Chromatography, Liquid / methods
  • Humans
  • Hydrophobic and Hydrophilic Interactions
  • Mass Spectrometry / methods
  • Metabolome
  • Metabolomics / methods*
  • Mitochondria / metabolism*
  • Plasma / chemistry*
  • Plasma / metabolism
  • Specimen Handling / methods*
  • Urine / chemistry*