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High-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the I.Family cohort
BACKGROUND: Physical activity (PA) during childhood is important for preventing future metabolic syndrome (MetS). To examine the relationship between PA and MetS in more detail, accurate measures of PA are needed. Previous studies have only utilized a small part of the information available from acc...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8261968/ https://www.ncbi.nlm.nih.gov/pubmed/34229708 http://dx.doi.org/10.1186/s12966-021-01156-1 |
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author | Fridolfsson, Jonatan Buck, Christoph Hunsberger, Monica Baran, Joanna Lauria, Fabio Molnar, Denes Moreno, Luis A. Börjesson, Mats Lissner, Lauren Arvidsson, Daniel |
author_facet | Fridolfsson, Jonatan Buck, Christoph Hunsberger, Monica Baran, Joanna Lauria, Fabio Molnar, Denes Moreno, Luis A. Börjesson, Mats Lissner, Lauren Arvidsson, Daniel |
author_sort | Fridolfsson, Jonatan |
collection | PubMed |
description | BACKGROUND: Physical activity (PA) during childhood is important for preventing future metabolic syndrome (MetS). To examine the relationship between PA and MetS in more detail, accurate measures of PA are needed. Previous studies have only utilized a small part of the information available from accelerometer measured PA. This study investigated the association between measured PA and MetS in children with a new method for data processing and analyses that enable more detailed interpretation of PA intensity level. METHODS: The association between PA pattern and risk factors related to MetS was investigated in a cross- sectional sample of children (n = 2592, mean age 10.9 years, 49.4% male) participating in the European multicenter I. Family study. The risk factors examined include body mass index, blood pressure, high-density lipoprotein cholesterol, insulin resistance and a combined risk factor score (MetS score). PA was measured by triaxial accelerometers and raw data was processed using the 10 Hz frequency extended method (FEM). The PA output was divided into an intensity spectrum and the association with MetS risk factors was analyzed by partial least squares regression. RESULTS: PA patterns differed between the European countries investigated, with Swedish children being most active and Italian children least active. Moderate intensity physical activity was associated with lower insulin resistance (R(2) = 2.8%), while vigorous intensity physical activity was associated with lower body mass index (R(2) = 3.6%), MetS score (R(2) = 3.1%) and higher high-density lipoprotein cholesterol (R(2) = 2.3%). PA of all intensities was associated with lower systolic- and diastolic blood pressure, although the associations were weaker than for the other risk factors (R(2) = 1.5% and R(2) = 1.4%). However, the multivariate analysis implies that the entire PA pattern must be considered. The main difference in PA was observed between normal weight and overweight children. CONCLUSIONS: The present study suggests a greater importance of more PA corresponding to an intensity of at least brisk walking with inclusion of high-intense exercise, rather than a limited time spent sedentary, in the association to metabolic health in children. The methods of data processing and statistical analysis enabled accurate analysis and interpretation of the health benefits of high intensity PA that have not been shown previously. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12966-021-01156-1. |
format | Online Article Text |
id | pubmed-8261968 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82619682021-07-07 High-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the I.Family cohort Fridolfsson, Jonatan Buck, Christoph Hunsberger, Monica Baran, Joanna Lauria, Fabio Molnar, Denes Moreno, Luis A. Börjesson, Mats Lissner, Lauren Arvidsson, Daniel Int J Behav Nutr Phys Act Research BACKGROUND: Physical activity (PA) during childhood is important for preventing future metabolic syndrome (MetS). To examine the relationship between PA and MetS in more detail, accurate measures of PA are needed. Previous studies have only utilized a small part of the information available from accelerometer measured PA. This study investigated the association between measured PA and MetS in children with a new method for data processing and analyses that enable more detailed interpretation of PA intensity level. METHODS: The association between PA pattern and risk factors related to MetS was investigated in a cross- sectional sample of children (n = 2592, mean age 10.9 years, 49.4% male) participating in the European multicenter I. Family study. The risk factors examined include body mass index, blood pressure, high-density lipoprotein cholesterol, insulin resistance and a combined risk factor score (MetS score). PA was measured by triaxial accelerometers and raw data was processed using the 10 Hz frequency extended method (FEM). The PA output was divided into an intensity spectrum and the association with MetS risk factors was analyzed by partial least squares regression. RESULTS: PA patterns differed between the European countries investigated, with Swedish children being most active and Italian children least active. Moderate intensity physical activity was associated with lower insulin resistance (R(2) = 2.8%), while vigorous intensity physical activity was associated with lower body mass index (R(2) = 3.6%), MetS score (R(2) = 3.1%) and higher high-density lipoprotein cholesterol (R(2) = 2.3%). PA of all intensities was associated with lower systolic- and diastolic blood pressure, although the associations were weaker than for the other risk factors (R(2) = 1.5% and R(2) = 1.4%). However, the multivariate analysis implies that the entire PA pattern must be considered. The main difference in PA was observed between normal weight and overweight children. CONCLUSIONS: The present study suggests a greater importance of more PA corresponding to an intensity of at least brisk walking with inclusion of high-intense exercise, rather than a limited time spent sedentary, in the association to metabolic health in children. The methods of data processing and statistical analysis enabled accurate analysis and interpretation of the health benefits of high intensity PA that have not been shown previously. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12966-021-01156-1. BioMed Central 2021-07-06 /pmc/articles/PMC8261968/ /pubmed/34229708 http://dx.doi.org/10.1186/s12966-021-01156-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Fridolfsson, Jonatan Buck, Christoph Hunsberger, Monica Baran, Joanna Lauria, Fabio Molnar, Denes Moreno, Luis A. Börjesson, Mats Lissner, Lauren Arvidsson, Daniel High-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the I.Family cohort |
title | High-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the I.Family cohort |
title_full | High-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the I.Family cohort |
title_fullStr | High-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the I.Family cohort |
title_full_unstemmed | High-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the I.Family cohort |
title_short | High-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the I.Family cohort |
title_sort | high-intensity activity is more strongly associated with metabolic health in children compared to sedentary time: a cross-sectional study of the i.family cohort |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8261968/ https://www.ncbi.nlm.nih.gov/pubmed/34229708 http://dx.doi.org/10.1186/s12966-021-01156-1 |
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