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Mass spectrometry-based non-targeted metabolic profiling for disease detection: Recent developments

Journal

TRAC-TRENDS IN ANALYTICAL CHEMISTRY
Volume 118, Issue -, Pages 158-169

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.trac.2019.05.030

Keywords

Disease biomarkers; Non-targeted metabolomics; Mass spectrometry; Data analysis; Multivariate analysis

Funding

  1. NIH [1R01CA218664, 1U2CES030167-01]
  2. CF Foundation RDP grant
  3. NIH MoTrPAC Consortium [1U24DK112341-01]
  4. National Agency of Scientific and Technological Promotion [PRHPICT-2015-0022]
  5. CONICET [PUE 055]

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Mass spectrometry (MS) plays an important role in seeking biomarkers for disease detection. High-quality quantitative data is needed for accurate analysis of metabolic perturbations in patients. This article describes recent developments in MS-based non-targeted metabolomics research with applications to the detection of several major common human diseases, focusing on study cohorts, MS platforms utilized, statistical analyses and discriminant metabolite identification. Potential disease biomarkers recently discovered for type 2 diabetes, cardiovascular disease, hepatocellular carcinoma, breast cancer and prostate cancer through metabolomics are summarized, and limitations are discussed. (C) 2019 Elsevier B.V. All rights reserved.

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