4.5 Article

An untargeted metabolomics study of blood pressure: findings from the Bogalusa Heart Study

Journal

JOURNAL OF HYPERTENSION
Volume 38, Issue 7, Pages 1302-1311

Publisher

LIPPINCOTT WILLIAMS & WILKINS
DOI: 10.1097/HJH.0000000000002363

Keywords

blood pressure; hypertension; metabolome; metabolomics

Funding

  1. National Institute on Aging of the NIH [R01AG041200, R21AG051914]
  2. National Institute of General Medical Sciences of the NIH [P20GM109036]

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Objective: To identify novel and confirm previously reported metabolites associated with SBP, DBP, and hypertension in a biracial sample of Bogalusa Heart Study (BHS) participants. Methods: We employed untargeted, ultra-high performance liquid chromatography tandem mass spectroscopy metabolomics profiling among 1249 BHS participants (427 African-Americans and 822 whites) with BP and covariable data collected during the 2013 to 2016 visit cycle. A total of 1202 metabolites were tested for associations with continuous and binary BP phenotypes using multiple linear and logistic regression models, respectively, in overall and race-stratified analyses. Results: A total of 24 novel metabolites robustly associated with BP, achieving Bonferroni-correctedPless than 4.16 x 10(-5)in the overall analysis and consistent effect sizes across race groups. The identified metabolites included three amino acid and nucleotide metabolites from histidine, pyrimidine, or tryptophan metabolism sub-pathways, seven cofactor and vitamin or xenobiotic metabolites from the ascorbate and aldarate metabolism, bacterial/fungal, chemical, and food component sub-pathways, 10 lipid metabolites from the eicosanoid, phosphatidylcholine, phosphatidylethanolamine, and sphingolipid metabolism sub-pathways, and four still unnamed metabolites. Six previously described metabolites were robustly confirmed by our study (Bonferroni-correctedP < 4.95 x 10(-4)and consistent effect directions across studies). Furthermore, previously reported metabolites for SBP, DBP, and hypertension demonstrated 5.92-fold, 4.77-fold, and 4.54-fold enrichment for nominally significant signals in the BHS (P = 3.08 x 10(-10), 5.93 x 10(-8), and 2.30 x 10(-8), respectively). Conclusion: In aggregate, our study provides new information about potential molecular mechanisms underlying BP regulation. We also demonstrate reproducibility of findings across studies despite differences in study populations and metabolite profiling methods.

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