Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1784581546363060224 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8505499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT edmundskylej softtissueradiodensityparametersmediatetherelationshipbetweenselfreportedphysicalactivityandlowerextremityfunctioninagesreykjavikparticipants AT okonkwooziomac softtissueradiodensityparametersmediatetherelationshipbetweenselfreportedphysicalactivityandlowerextremityfunctioninagesreykjavikparticipants AT sigurdssonsigurdur softtissueradiodensityparametersmediatetherelationshipbetweenselfreportedphysicalactivityandlowerextremityfunctioninagesreykjavikparticipants AT losesarahr softtissueradiodensityparametersmediatetherelationshipbetweenselfreportedphysicalactivityandlowerextremityfunctioninagesreykjavikparticipants AT gudnasonvilmundur softtissueradiodensityparametersmediatetherelationshipbetweenselfreportedphysicalactivityandlowerextremityfunctioninagesreykjavikparticipants AT carrarougo softtissueradiodensityparametersmediatetherelationshipbetweenselfreportedphysicalactivityandlowerextremityfunctioninagesreykjavikparticipants AT gargiulopaolo softtissueradiodensityparametersmediatetherelationshipbetweenselfreportedphysicalactivityandlowerextremityfunctioninagesreykjavikparticipants |