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Physical Activity-Related Metabolites Are Associated with Mortality: Findings from the Atherosclerosis Risk in Communities (ARIC) Study

Habitual physical activity can diminish the risk of premature death. Identifying a pattern of metabolites related to physical activity may advance our understanding of disease etiology. We quantified 245 serum metabolites in 3802 participants from the Atherosclerosis Risk in Communities (ARIC) study...

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Autores principales: Xu, Jun, Liu, Guning, Hegde, Sheila M., Palta, Priya, Boerwinkle, Eric, Gabriel, Kelley P., Yu, Bing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7835806/
https://www.ncbi.nlm.nih.gov/pubmed/33477977
http://dx.doi.org/10.3390/metabo11010059
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author Xu, Jun
Liu, Guning
Hegde, Sheila M.
Palta, Priya
Boerwinkle, Eric
Gabriel, Kelley P.
Yu, Bing
author_facet Xu, Jun
Liu, Guning
Hegde, Sheila M.
Palta, Priya
Boerwinkle, Eric
Gabriel, Kelley P.
Yu, Bing
author_sort Xu, Jun
collection PubMed
description Habitual physical activity can diminish the risk of premature death. Identifying a pattern of metabolites related to physical activity may advance our understanding of disease etiology. We quantified 245 serum metabolites in 3802 participants from the Atherosclerosis Risk in Communities (ARIC) study using chromatography–mass spectrometry. We regressed self-reported moderate-to-vigorous intensity leisure-time physical activity (LTPA) against each metabolite, adjusting for traditional risk factors. A standardized metabolite risk score (MRS) was constructed to examine its association with all-cause mortality using the Cox proportional hazard model. We identified 10 metabolites associated with LTPA (p < 2.04 × 10(−4)) and established that an increase of one unit of the metabolic equivalent of task-hours per week (MET·hr·wk(−1)) in LTPA was associated with a 0.012 SD increase in MRS. During a median of 27.5 years of follow-up, we observed 1928 deaths. One SD increase of MRS was associated with a 10% lower risk of death (HR = 0.90, 95% CI: 0.85–0.95). The highest vs. the lowest MRS quintile rank was associated with a 22% reduced risk of death (HR = 0.78, 95% CI: 0.62–0.94). The effects were consistent across race and sex groups. In summary, we identified a set of metabolites associated with LTPA and an MRS associated with a lower risk of death. Our study provides novel insights into the potential mechanisms underlying the health impacts of physical activity.
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spelling pubmed-78358062021-01-27 Physical Activity-Related Metabolites Are Associated with Mortality: Findings from the Atherosclerosis Risk in Communities (ARIC) Study Xu, Jun Liu, Guning Hegde, Sheila M. Palta, Priya Boerwinkle, Eric Gabriel, Kelley P. Yu, Bing Metabolites Article Habitual physical activity can diminish the risk of premature death. Identifying a pattern of metabolites related to physical activity may advance our understanding of disease etiology. We quantified 245 serum metabolites in 3802 participants from the Atherosclerosis Risk in Communities (ARIC) study using chromatography–mass spectrometry. We regressed self-reported moderate-to-vigorous intensity leisure-time physical activity (LTPA) against each metabolite, adjusting for traditional risk factors. A standardized metabolite risk score (MRS) was constructed to examine its association with all-cause mortality using the Cox proportional hazard model. We identified 10 metabolites associated with LTPA (p < 2.04 × 10(−4)) and established that an increase of one unit of the metabolic equivalent of task-hours per week (MET·hr·wk(−1)) in LTPA was associated with a 0.012 SD increase in MRS. During a median of 27.5 years of follow-up, we observed 1928 deaths. One SD increase of MRS was associated with a 10% lower risk of death (HR = 0.90, 95% CI: 0.85–0.95). The highest vs. the lowest MRS quintile rank was associated with a 22% reduced risk of death (HR = 0.78, 95% CI: 0.62–0.94). The effects were consistent across race and sex groups. In summary, we identified a set of metabolites associated with LTPA and an MRS associated with a lower risk of death. Our study provides novel insights into the potential mechanisms underlying the health impacts of physical activity. MDPI 2021-01-19 /pmc/articles/PMC7835806/ /pubmed/33477977 http://dx.doi.org/10.3390/metabo11010059 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xu, Jun
Liu, Guning
Hegde, Sheila M.
Palta, Priya
Boerwinkle, Eric
Gabriel, Kelley P.
Yu, Bing
Physical Activity-Related Metabolites Are Associated with Mortality: Findings from the Atherosclerosis Risk in Communities (ARIC) Study
title Physical Activity-Related Metabolites Are Associated with Mortality: Findings from the Atherosclerosis Risk in Communities (ARIC) Study
title_full Physical Activity-Related Metabolites Are Associated with Mortality: Findings from the Atherosclerosis Risk in Communities (ARIC) Study
title_fullStr Physical Activity-Related Metabolites Are Associated with Mortality: Findings from the Atherosclerosis Risk in Communities (ARIC) Study
title_full_unstemmed Physical Activity-Related Metabolites Are Associated with Mortality: Findings from the Atherosclerosis Risk in Communities (ARIC) Study
title_short Physical Activity-Related Metabolites Are Associated with Mortality: Findings from the Atherosclerosis Risk in Communities (ARIC) Study
title_sort physical activity-related metabolites are associated with mortality: findings from the atherosclerosis risk in communities (aric) study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7835806/
https://www.ncbi.nlm.nih.gov/pubmed/33477977
http://dx.doi.org/10.3390/metabo11010059
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