Analysis types and quantification methods applied in UHPLC-MS metabolomics research: a tutorial.
Richard D BegerRoyston GoodacreChristina M JonesKatrice A LippaOleg A MayborodaDonna O'NeillLukas NajdekrIoanna NtaiIan D WilsonWarwick B DunnPublished in: Metabolomics : Official journal of the Metabolomic Society (2024)
The pre-analysis knowledge of metabolites to be targeted, the requirement for (normalised) peak responses or absolute concentrations to be reported and the number of metabolites to be reported define whether an untargeted, targeted or semi-targeted method is applied. Fully untargeted methods can only provide (normalised) peak responses and fold changes which can be reported even when the structural identity of the metabolite is not known. Targeted methods, where the analytes are known prior to the analysis, can also report fold changes. Semi-targeted methods apply a mix of characteristics of both untargeted and targeted assays. For the reporting of absolute concentrations of metabolites, the analytes are not only predefined but optimized analytical methods should be developed and validated for each analyte so that the accuracy and precision of concentration data collected for biological samples can be reported as fit for purpose and be reviewed by the scientific community.
Keyphrases
- ms ms
- mass spectrometry
- cancer therapy
- liquid chromatography
- healthcare
- emergency department
- high resolution mass spectrometry
- mental health
- multiple sclerosis
- gas chromatography mass spectrometry
- machine learning
- high throughput
- electronic health record
- high resolution
- data analysis
- single cell
- tandem mass spectrometry
- ultra high performance liquid chromatography