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Diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study
BACKGROUND: Sedentary behavior (SB) is linked to negative health outcomes in older adults. Most studies use summary values, e.g., total sedentary minutes/day. Diurnal timing of SB accumulation may further elucidate SB-health associations. METHODS: Six thousand two hundred four US women (mean age = 7...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7346671/ https://www.ncbi.nlm.nih.gov/pubmed/32646435 http://dx.doi.org/10.1186/s12966-020-00992-x |
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author | Reuter, Chase Bellettiere, John Liles, Sandy Di, Chongzhi Sears, Dorothy D. LaMonte, Michael J. Stefanick, Marcia L. LaCroix, Andrea Z. Natarajan, Loki |
author_facet | Reuter, Chase Bellettiere, John Liles, Sandy Di, Chongzhi Sears, Dorothy D. LaMonte, Michael J. Stefanick, Marcia L. LaCroix, Andrea Z. Natarajan, Loki |
author_sort | Reuter, Chase |
collection | PubMed |
description | BACKGROUND: Sedentary behavior (SB) is linked to negative health outcomes in older adults. Most studies use summary values, e.g., total sedentary minutes/day. Diurnal timing of SB accumulation may further elucidate SB-health associations. METHODS: Six thousand two hundred four US women (mean age = 79 ± 7; 50% White, 34% African-American) wore accelerometers for 7-days at baseline, yielding 41,356 person-days with > 600 min/day of data. Annual follow-up assessments of health, including physical functioning, were collected from participants for 6 years. A novel two-phase clustering procedure discriminated participants’ diurnal SB patterns: phase I grouped day-level SB trajectories using longitudinal k-means; phase II determined diurnal SB patterns based on proportion of phase I trajectories using hierarchical clustering. Mixed models tested associations between SB patterns and longitudinal physical functioning, adjusted for covariates including total sedentary time. Effect modification by moderate-vigorous-physical activity (MVPA) was tested. RESULTS: Four diurnal SB patterns were identified: p1 = high-SB-throughout-the-day; p2 = moderate-SB-with-lower-morning-SB; p3 = moderate-SB-with-higher-morning-SB; p4 = low-SB-throughout-the-day. High MVPA mitigated physical functioning decline and correlated with better baseline and 6-year trajectory of physical functioning across patterns. In low MVPA, p2 had worse 6-year physical functioning decline compared to p1 and p4. In high MVPA, p2 had similar 6-year physical functioning decline compared to p1, p3, and p4. CONCLUSIONS: In a large cohort of older women, diurnal SB patterns were associated with rates of physical functioning decline, independent of total sedentary time. In particular, we identified a specific diurnal SB subtype defined by less SB earlier and more SB later in the day, which had the steepest decline in physical functioning among participants with low baseline MVPA. Thus, diurnal timing of SB, complementary to total sedentary time and MVPA, may offer additional insights into associations between SB and physical health, and provide physicians with early warning of patients at high-risk of physical function decline. |
format | Online Article Text |
id | pubmed-7346671 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73466712020-07-14 Diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study Reuter, Chase Bellettiere, John Liles, Sandy Di, Chongzhi Sears, Dorothy D. LaMonte, Michael J. Stefanick, Marcia L. LaCroix, Andrea Z. Natarajan, Loki Int J Behav Nutr Phys Act Research BACKGROUND: Sedentary behavior (SB) is linked to negative health outcomes in older adults. Most studies use summary values, e.g., total sedentary minutes/day. Diurnal timing of SB accumulation may further elucidate SB-health associations. METHODS: Six thousand two hundred four US women (mean age = 79 ± 7; 50% White, 34% African-American) wore accelerometers for 7-days at baseline, yielding 41,356 person-days with > 600 min/day of data. Annual follow-up assessments of health, including physical functioning, were collected from participants for 6 years. A novel two-phase clustering procedure discriminated participants’ diurnal SB patterns: phase I grouped day-level SB trajectories using longitudinal k-means; phase II determined diurnal SB patterns based on proportion of phase I trajectories using hierarchical clustering. Mixed models tested associations between SB patterns and longitudinal physical functioning, adjusted for covariates including total sedentary time. Effect modification by moderate-vigorous-physical activity (MVPA) was tested. RESULTS: Four diurnal SB patterns were identified: p1 = high-SB-throughout-the-day; p2 = moderate-SB-with-lower-morning-SB; p3 = moderate-SB-with-higher-morning-SB; p4 = low-SB-throughout-the-day. High MVPA mitigated physical functioning decline and correlated with better baseline and 6-year trajectory of physical functioning across patterns. In low MVPA, p2 had worse 6-year physical functioning decline compared to p1 and p4. In high MVPA, p2 had similar 6-year physical functioning decline compared to p1, p3, and p4. CONCLUSIONS: In a large cohort of older women, diurnal SB patterns were associated with rates of physical functioning decline, independent of total sedentary time. In particular, we identified a specific diurnal SB subtype defined by less SB earlier and more SB later in the day, which had the steepest decline in physical functioning among participants with low baseline MVPA. Thus, diurnal timing of SB, complementary to total sedentary time and MVPA, may offer additional insights into associations between SB and physical health, and provide physicians with early warning of patients at high-risk of physical function decline. BioMed Central 2020-07-09 /pmc/articles/PMC7346671/ /pubmed/32646435 http://dx.doi.org/10.1186/s12966-020-00992-x Text en © The Author(s) 2020 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Reuter, Chase Bellettiere, John Liles, Sandy Di, Chongzhi Sears, Dorothy D. LaMonte, Michael J. Stefanick, Marcia L. LaCroix, Andrea Z. Natarajan, Loki Diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study |
title | Diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study |
title_full | Diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study |
title_fullStr | Diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study |
title_full_unstemmed | Diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study |
title_short | Diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study |
title_sort | diurnal patterns of sedentary behavior and changes in physical function over time among older women: a prospective cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7346671/ https://www.ncbi.nlm.nih.gov/pubmed/32646435 http://dx.doi.org/10.1186/s12966-020-00992-x |
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