Systems metabolomics: from metabolomic snapshots to design principles

Curr Opin Biotechnol. 2020 Jun:63:190-199. doi: 10.1016/j.copbio.2020.02.013. Epub 2020 Apr 8.

Abstract

Metabolomics is a rapidly expanding technology that finds increasing application in a variety of fields, form metabolic disorders to cancer, from nutrition and wellness to design and optimization of cell factories. The integration of metabolic snapshots with metabolic fluxes, physiological readouts, metabolic models, and knowledge-informed Artificial Intelligence tools, is required to obtain a system-level understanding of metabolism. The emerging power of multi-omic approaches and the development of integrated experimental and computational tools, able to dissect metabolic features at cellular and subcellular resolution, provide unprecedented opportunities for understanding design principles of metabolic (dis)regulation and for the development of precision therapies in multifactorial diseases, such as cancer and neurodegenerative diseases.

Publication types

  • Review

MeSH terms

  • Artificial Intelligence*
  • Humans
  • Metabolic Diseases*
  • Metabolomics