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Joint associations between objectively measured physical activity volume and intensity with body fatness: the Fenland study
BACKGROUND/OBJECTIVES: Physical activity energy expenditure (PAEE) represents the total volume of all physical activity. This can be accumulated as different underlying intensity profiles. Although volume and intensity have been studied in isolation, less is known about their joint association with...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8748201/ https://www.ncbi.nlm.nih.gov/pubmed/34593963 http://dx.doi.org/10.1038/s41366-021-00970-8 |
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author | Lindsay, Tim Wijndaele, Katrien Westgate, Kate Dempsey, Paddy Strain, Tessa De Lucia Rolfe, Emanuella Forouhi, Nita G. Griffin, Simon Wareham, Nick J. Brage, Søren |
author_facet | Lindsay, Tim Wijndaele, Katrien Westgate, Kate Dempsey, Paddy Strain, Tessa De Lucia Rolfe, Emanuella Forouhi, Nita G. Griffin, Simon Wareham, Nick J. Brage, Søren |
author_sort | Lindsay, Tim |
collection | PubMed |
description | BACKGROUND/OBJECTIVES: Physical activity energy expenditure (PAEE) represents the total volume of all physical activity. This can be accumulated as different underlying intensity profiles. Although volume and intensity have been studied in isolation, less is known about their joint association with health. We examined this association with body fatness in a population-based sample of middle-aged British adults. METHODS: In total, 6148 women and 5320 men from the Fenland study with objectively measured physical activity from individually calibrated combined heart rate and movement sensing and DXA-derived body fat percentage (BF%) were included in the analyses. We used linear and compositional isocaloric substitution analysis to examine associations of PAEE and its intensity composition with body fatness. Sex-stratified models were adjusted for socio-economic and dietary covariates. RESULTS: PAEE was inversely associated with body fatness in women (beta = −0.16 (95% CI: −0.17; −0.15) BF% per kJ day(−1) kg(−1)) and men (beta = −0.09 (95% CI: −0.10; −0.08) BF% per kJ day(−1) kg(−1)). Intensity composition was significantly associated with body fatness, beyond that of PAEE; the reallocation of energy to vigorous physical activity (>6 METs) from other intensities was associated with less body fatness, whereas light activity (1.5–3 METs) was positively associated. However, light activity was the main driver of overall PAEE volume, and the relative importance of intensity was marginal compared to that of volume; the difference between PAEE in tertile 1 and 2 in women was associated with 3 percentage-point lower BF%. Higher vigorous physical activity in the same group to the maximum observed value was associated with 1 percentage-point lower BF%. CONCLUSIONS: In this large, population-based cohort study with objective measures, PAEE was inversely associated with body fatness. Beyond the PAEE association, greater levels of intense activity were also associated with lower body fatness. This contribution was marginal relative to PAEE. These findings support current guidelines for physical activity which emphasise that any movement is beneficial, rather than specific activity intensity or duration targets. |
format | Online Article Text |
id | pubmed-8748201 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-87482012022-01-20 Joint associations between objectively measured physical activity volume and intensity with body fatness: the Fenland study Lindsay, Tim Wijndaele, Katrien Westgate, Kate Dempsey, Paddy Strain, Tessa De Lucia Rolfe, Emanuella Forouhi, Nita G. Griffin, Simon Wareham, Nick J. Brage, Søren Int J Obes (Lond) Article BACKGROUND/OBJECTIVES: Physical activity energy expenditure (PAEE) represents the total volume of all physical activity. This can be accumulated as different underlying intensity profiles. Although volume and intensity have been studied in isolation, less is known about their joint association with health. We examined this association with body fatness in a population-based sample of middle-aged British adults. METHODS: In total, 6148 women and 5320 men from the Fenland study with objectively measured physical activity from individually calibrated combined heart rate and movement sensing and DXA-derived body fat percentage (BF%) were included in the analyses. We used linear and compositional isocaloric substitution analysis to examine associations of PAEE and its intensity composition with body fatness. Sex-stratified models were adjusted for socio-economic and dietary covariates. RESULTS: PAEE was inversely associated with body fatness in women (beta = −0.16 (95% CI: −0.17; −0.15) BF% per kJ day(−1) kg(−1)) and men (beta = −0.09 (95% CI: −0.10; −0.08) BF% per kJ day(−1) kg(−1)). Intensity composition was significantly associated with body fatness, beyond that of PAEE; the reallocation of energy to vigorous physical activity (>6 METs) from other intensities was associated with less body fatness, whereas light activity (1.5–3 METs) was positively associated. However, light activity was the main driver of overall PAEE volume, and the relative importance of intensity was marginal compared to that of volume; the difference between PAEE in tertile 1 and 2 in women was associated with 3 percentage-point lower BF%. Higher vigorous physical activity in the same group to the maximum observed value was associated with 1 percentage-point lower BF%. CONCLUSIONS: In this large, population-based cohort study with objective measures, PAEE was inversely associated with body fatness. Beyond the PAEE association, greater levels of intense activity were also associated with lower body fatness. This contribution was marginal relative to PAEE. These findings support current guidelines for physical activity which emphasise that any movement is beneficial, rather than specific activity intensity or duration targets. Nature Publishing Group UK 2021-09-30 2022 /pmc/articles/PMC8748201/ /pubmed/34593963 http://dx.doi.org/10.1038/s41366-021-00970-8 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Lindsay, Tim Wijndaele, Katrien Westgate, Kate Dempsey, Paddy Strain, Tessa De Lucia Rolfe, Emanuella Forouhi, Nita G. Griffin, Simon Wareham, Nick J. Brage, Søren Joint associations between objectively measured physical activity volume and intensity with body fatness: the Fenland study |
title | Joint associations between objectively measured physical activity volume and intensity with body fatness: the Fenland study |
title_full | Joint associations between objectively measured physical activity volume and intensity with body fatness: the Fenland study |
title_fullStr | Joint associations between objectively measured physical activity volume and intensity with body fatness: the Fenland study |
title_full_unstemmed | Joint associations between objectively measured physical activity volume and intensity with body fatness: the Fenland study |
title_short | Joint associations between objectively measured physical activity volume and intensity with body fatness: the Fenland study |
title_sort | joint associations between objectively measured physical activity volume and intensity with body fatness: the fenland study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8748201/ https://www.ncbi.nlm.nih.gov/pubmed/34593963 http://dx.doi.org/10.1038/s41366-021-00970-8 |
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