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Soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in AGES-Reykjavík participants

Although previous studies have highlighted the association between physical activity and lower extremity function (LEF) in elderly individuals, the mechanisms underlying this relationship remain debated. Our recent work has recognized the utility of nonlinear trimodal regression analysis (NTRA) para...

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Autores principales: Edmunds, Kyle J., Okonkwo, Ozioma C., Sigurdsson, Sigurdur, Lose, Sarah R., Gudnason, Vilmundur, Carraro, Ugo, Gargiulo, Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505499/
https://www.ncbi.nlm.nih.gov/pubmed/34635746
http://dx.doi.org/10.1038/s41598-021-99699-7
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author Edmunds, Kyle J.
Okonkwo, Ozioma C.
Sigurdsson, Sigurdur
Lose, Sarah R.
Gudnason, Vilmundur
Carraro, Ugo
Gargiulo, Paolo
author_facet Edmunds, Kyle J.
Okonkwo, Ozioma C.
Sigurdsson, Sigurdur
Lose, Sarah R.
Gudnason, Vilmundur
Carraro, Ugo
Gargiulo, Paolo
author_sort Edmunds, Kyle J.
collection PubMed
description Although previous studies have highlighted the association between physical activity and lower extremity function (LEF) in elderly individuals, the mechanisms underlying this relationship remain debated. Our recent work has recognized the utility of nonlinear trimodal regression analysis (NTRA) parameters in characterizing changes in soft tissue radiodensity as a quantitative construct for sarcopenia in the longitudinal, population-based cohort of the AGES-Reykjavík study. For the present work, we assembled a series of prospective multivariate regression models to interrogate whether NTRA parameters mediate the 5-year longitudinal relationship between physical activity and LEF in AGES-Reykjavík participants. Healthy elderly volunteers from the AGES-Reykjavík cohort underwent mid-thigh X-ray CT scans along with a four-part battery of LEF tasks: normal gait speed, fastest-comfortable gait speed, isometric leg strength, and timed up-and-go. These data were recorded at two study timepoints which were separated by approximately 5 years: AGES-I (n = 3157) and AGES-II (n = 3098). Participants in AGES-I were likewise administered a survey to approximate their weekly frequency of engaging in moderate-to-vigorous physical activity (PA(AGES-I)). Using a multivariate mediation analysis framework, linear regression models were assembled to test whether NTRA parameters mediated the longitudinal relationship between PA(AGES-I) and LEF(AGES-II); all models were covariate-adjusted for age, sex, BMI, and baseline LEF, and results were corrected for multiple statistical comparisons. Our first series of models confirmed that all four LEF tasks were significantly related to PA(AGES-I); next, modelling the relationship between PA(AGES-I) and NTRA(AGES-II) identified muscle amplitude (N(m)) and location (μ(m)) as potential mediators of LEF to test. Finally, adding these two parameters into our PA(AGES-I) → LEF(AGES-II) models attenuated the prior effect of PA(AGES-I); bootstrapping confirmed N(m) and μ(m) as significant partial mediators of the PA(AGES-I) → LEF(AGES-II) relationship, with the strongest effect found in isometric leg strength. This work describes a novel approach toward clarifying the mechanisms that underly the relationship between physical activity and LEF in aging individuals. Identifying N(m) and μ(m) as significant partial mediators of this relationship provides strong evidence that physical activity protects aging mobility through the preservation of both lean tissue quantity and quality.
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spelling pubmed-85054992021-10-13 Soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in AGES-Reykjavík participants Edmunds, Kyle J. Okonkwo, Ozioma C. Sigurdsson, Sigurdur Lose, Sarah R. Gudnason, Vilmundur Carraro, Ugo Gargiulo, Paolo Sci Rep Article Although previous studies have highlighted the association between physical activity and lower extremity function (LEF) in elderly individuals, the mechanisms underlying this relationship remain debated. Our recent work has recognized the utility of nonlinear trimodal regression analysis (NTRA) parameters in characterizing changes in soft tissue radiodensity as a quantitative construct for sarcopenia in the longitudinal, population-based cohort of the AGES-Reykjavík study. For the present work, we assembled a series of prospective multivariate regression models to interrogate whether NTRA parameters mediate the 5-year longitudinal relationship between physical activity and LEF in AGES-Reykjavík participants. Healthy elderly volunteers from the AGES-Reykjavík cohort underwent mid-thigh X-ray CT scans along with a four-part battery of LEF tasks: normal gait speed, fastest-comfortable gait speed, isometric leg strength, and timed up-and-go. These data were recorded at two study timepoints which were separated by approximately 5 years: AGES-I (n = 3157) and AGES-II (n = 3098). Participants in AGES-I were likewise administered a survey to approximate their weekly frequency of engaging in moderate-to-vigorous physical activity (PA(AGES-I)). Using a multivariate mediation analysis framework, linear regression models were assembled to test whether NTRA parameters mediated the longitudinal relationship between PA(AGES-I) and LEF(AGES-II); all models were covariate-adjusted for age, sex, BMI, and baseline LEF, and results were corrected for multiple statistical comparisons. Our first series of models confirmed that all four LEF tasks were significantly related to PA(AGES-I); next, modelling the relationship between PA(AGES-I) and NTRA(AGES-II) identified muscle amplitude (N(m)) and location (μ(m)) as potential mediators of LEF to test. Finally, adding these two parameters into our PA(AGES-I) → LEF(AGES-II) models attenuated the prior effect of PA(AGES-I); bootstrapping confirmed N(m) and μ(m) as significant partial mediators of the PA(AGES-I) → LEF(AGES-II) relationship, with the strongest effect found in isometric leg strength. This work describes a novel approach toward clarifying the mechanisms that underly the relationship between physical activity and LEF in aging individuals. Identifying N(m) and μ(m) as significant partial mediators of this relationship provides strong evidence that physical activity protects aging mobility through the preservation of both lean tissue quantity and quality. Nature Publishing Group UK 2021-10-11 /pmc/articles/PMC8505499/ /pubmed/34635746 http://dx.doi.org/10.1038/s41598-021-99699-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Edmunds, Kyle J.
Okonkwo, Ozioma C.
Sigurdsson, Sigurdur
Lose, Sarah R.
Gudnason, Vilmundur
Carraro, Ugo
Gargiulo, Paolo
Soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in AGES-Reykjavík participants
title Soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in AGES-Reykjavík participants
title_full Soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in AGES-Reykjavík participants
title_fullStr Soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in AGES-Reykjavík participants
title_full_unstemmed Soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in AGES-Reykjavík participants
title_short Soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in AGES-Reykjavík participants
title_sort soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in ages-reykjavík participants
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505499/
https://www.ncbi.nlm.nih.gov/pubmed/34635746
http://dx.doi.org/10.1038/s41598-021-99699-7
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