4.7 Article

Metabolomics technology and bioinformatics for precision medicine

期刊

BRIEFINGS IN BIOINFORMATICS
卷 20, 期 6, 页码 1957-1971

出版社

OXFORD UNIV PRESS
DOI: 10.1093/bib/bbx170

关键词

precision medicine; metabolomics; metabolite profiling; NMR; mass spectrometry; GC-MS; LC-MS; bioinformatics

资金

  1. NIH NIAID [5R01AI111962-02]
  2. NIH NIDDK [DK109524-01]

向作者/读者索取更多资源

Precision medicine is rapidly emerging as a strategy to tailor medical treatment to a small group or even individual patients based on their genetics, environment and lifestyle. Precision medicine relies heavily on developments in systems biology and omics disciplines, including metabolomics. Combination of metabolomics with sophisticated bioinformatics analysis and mathematical modeling has an extreme power to provide a metabolic snapshot of the patient over the course of disease and treatment or classifying patients into subpopulations and subgroups requiring individual medical treatment. Although a powerful approach, metabolomics have certain limitations in technology and bioinformatics. We will review various aspects of metabolomics technology and bioinformatics, from data generation, bioinformatics analysis, data fusion and mathematical modeling to data management, in the context of precision medicine.

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