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A joint analysis of metabolomic profiles associated with muscle mass and strength in Caucasian women.

Qi Zhao | Hui Shen | Kuan-Jui Su | Qing Tian | Lan-Juan Zhao | Chuan Qiu | Timothy J Garrett | Jiawang Liu | David Kakhniashvili | Hong-Wen Deng
Aging | 2018

Both loss of muscle mass and strength are important sarcopenia-related traits. In this study, we investigated both specific and shared serum metabolites associated with these two traits in 136 Caucasian women using a liquid chromatography-mass spectrometry method. A joint analysis of multivariate traits was used to examine the associations of individual metabolites with muscle mass measured by the body mass index-adjusted appendicular lean mass (ALM/BMI) and muscle strength measured by hand grip strength (HGS). After adjusting for multiple testing, nine metabolites including two amino acids (aspartic acid and glutamic acid) and an amino acid derive (pipecolic acid), one peptide (phenylalanyl-threonine), one carbohydrate (methyl beta-D-glucopyranoside), and four lipids (12S-HETRE, arachidonic acid, 12S-HETE, and glycerophosphocholine) were significant in the joint analysis. Of them, the two amino acids (aspartic acid and glutamic acid) and two lipids (12S-HETRE and 12S-HETE) were associated with both ALM/BMI and HGS, and the other five were only associated with ALM/BMI. The pathway analysis showed the amino acid metabolism pathways (aspartic acid and glutamic acid) might play important roles in the regulation of muscle mass and strength. In conclusion, our study identified novel metabolites associated with sarcopenia-related traits, suggesting novel metabolic pathways for muscle regulation.

Pubmed ID: 30318485

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Associated grants

  • Agency: NIAMS NIH HHS, United States
    Id: R01 AR059781
  • Agency: NIAMS NIH HHS, United States
    Id: R01 AR069055
  • Agency: NIDDK NIH HHS, United States
    Id: U24 DK097209
  • Agency: NIA NIH HHS, United States
    Id: U19 AG055373
  • Agency: NIGMS NIH HHS, United States
    Id: P20 GM109036
  • Agency: NIMH NIH HHS, United States
    Id: R01 MH104680

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MetaboAnalyst (tool)

RRID:SCR_015539

Web server for statistical, functional and integrative analysis of metabolomics data. Web based tool suite used for metabolomic data processing, normalization, multivariate statistical analysis, and data annotation, biomarker discovery and classification.

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