A review of validated biomarkers obtained through metabolomics

Expert Rev Mol Diagn. 2018 Jun;18(6):557-575. doi: 10.1080/14737159.2018.1481391. Epub 2018 Jun 6.

Abstract

Studying changes in the whole set of small molecules, final products of biochemical reactions in living systems or metabolites, is extremely appealing because they represent the best approach to identifying what occurs in an organism when samples are collected. However, their usefulness as potential biomarkers is limited by discoveries obtained in small groups without proper validation or even confirmation of the chemical structure. Areas covered: During the past 5 years, more than 900 papers have been published on metabolomics for biomarker discovery, but the numbers are much lower when some criteria of validation are applied. In total, 102 papers have been included in this review. The most frequent disease areas in which these markers have been discovered include the following: cancer, diabetes, and related diseases and neurodegenerative, cardiovascular, autoimmune, liver, and kidney diseases. Expert commentary: Metabolomics has been demonstrated as rapidly growing due to the improvements in instrumentation, mainly mass spectrometry, and data mining software. For application in the clinic, the results should be validated in different stages, from analytical validation to validation in independent sets of samples, using thousands of samples from different sources.

Keywords: Metabolomics; biomarkers; global profiling; validation.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Autoimmune Diseases / metabolism
  • Biomarkers, Tumor / metabolism*
  • Cardiovascular Diseases / metabolism
  • Data Mining / methods*
  • Diabetes Mellitus / blood
  • Humans
  • Kidney Diseases / metabolism
  • Liver Diseases / metabolism
  • Mass Spectrometry / methods*
  • Metabolomics / methods*
  • Neoplasms / metabolism
  • Neurodegenerative Diseases / metabolism
  • Software*

Substances

  • Biomarkers, Tumor