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

Abstract 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 (N...

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Published in:Scientific Reports
Main Authors: Edmunds, Kyle J., Okonkwo, Ozioma C., Sigurdsson, Sigurdur, Lose, Sarah R., Gudnason, Vilmundur, Carraro, Ugo, Gargiulo, Paolo
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC 2021
Subjects:
Online Access:http://dx.doi.org/10.1038/s41598-021-99699-7
https://www.nature.com/articles/s41598-021-99699-7.pdf
https://www.nature.com/articles/s41598-021-99699-7
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spelling crspringernat:10.1038/s41598-021-99699-7 2023-05-15T18:06:57+02:00 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 2021 http://dx.doi.org/10.1038/s41598-021-99699-7 https://www.nature.com/articles/s41598-021-99699-7.pdf https://www.nature.com/articles/s41598-021-99699-7 en eng Springer Science and Business Media LLC https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0 CC-BY Scientific Reports volume 11, issue 1 ISSN 2045-2322 Multidisciplinary journal-article 2021 crspringernat https://doi.org/10.1038/s41598-021-99699-7 2022-01-04T15:09:19Z Abstract 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. Article in Journal/Newspaper Reykjavík Reykjavík Springer Nature (via Crossref) Reykjavík Scientific Reports 11 1
institution Open Polar
collection Springer Nature (via Crossref)
op_collection_id crspringernat
language English
topic Multidisciplinary
spellingShingle Multidisciplinary
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
topic_facet Multidisciplinary
description Abstract 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.
format Article in Journal/Newspaper
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.
title 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_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_sort soft tissue radiodensity parameters mediate the relationship between self-reported physical activity and lower extremity function in ages-reykjavík participants
publisher Springer Science and Business Media LLC
publishDate 2021
url http://dx.doi.org/10.1038/s41598-021-99699-7
https://www.nature.com/articles/s41598-021-99699-7.pdf
https://www.nature.com/articles/s41598-021-99699-7
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op_source Scientific Reports
volume 11, issue 1
ISSN 2045-2322
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