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Associations of physical activity, sedentary time, and diet quality with biomarkers of inflammation in children
We investigated the associations of physical activity (PA), sedentary time (ST), and diet quality with biomarkers of inflammation in 390 children (192 girls, 198 boys) aged 6-8 years. PA energy expenditure (PAEE), light PA, moderate PA (MPA), vigorous PA (VPA), moderate-to-vigorous PA (MVPA), and ST...
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Published in: | European journal of sport science 2022-06, Vol.22 (6), p.906-915 |
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creator | Haapala, Eero A. Väistö, Juuso Ihalainen, Johanna K. González, Claudia Tomaselli Leppänen, Marja H. Veijalainen, Aapo Sallinen, Taisa Eloranta, Aino-Maija Ekelund, Ulf Schwab, Ursula Brage, Soren Atalay, Mustafa Lakka, Timo A. |
description | We investigated the associations of physical activity (PA), sedentary time (ST), and diet quality with biomarkers of inflammation in 390 children (192 girls, 198 boys) aged 6-8 years. PA energy expenditure (PAEE), light PA, moderate PA (MPA), vigorous PA (VPA), moderate-to-vigorous PA (MVPA), and ST were assessed by combined movement and heart rate sensor. Finnish Children Healthy Eating Index was calculated using data from 4 d food records. Body fat percentage (BF%) was measured by dual-energy X-ray absorptiometry. High-sensitivity C-reactive protein (Hs-CRP), leptin, interleukin-6 (IL-6), adiponectin, tumour necrosis factor-α, and glycoprotein acetyls were measured from fasting blood samples. PAEE, MPA, VPA, and MVPA were inversely associated with hs-CRP (β=−191 to −139, 95% CI=−0.294 to −0.024), leptin (β=−0.409 to −0.301, 95% CI=−0.499 to −0.107), IL-6 (β=−0.136 to −0.104, 95% CI=−0.240 to −0.001) and PAEE, MPA, and MVPA were inversely associated with glycoprotein acetyls (β=−0.117 to −0.103, 95% CI=−0.213 to −0.001). ST was directly associated with hs-CRP (β=0.170, 95% CI=0.070-0.269), leptin (β=0.355, 95% CI=0.265-0.445), and IL-6 (β=0.105, 95% CI=0.005-0.205). VPA was inversely associated with hs-CRP, leptin, and IL-6 in children with higher BF% (β=−0.344 to −0.181, 95% CI=−0.477 to −0.033) but not among children with lower BF% (β=−0.007-0.033, 95% CI=−0.183-0.184). In conclusion, PA was inversely and ST directly associated with circulating levels of biomarkers of inflammation among children. Furthermore, we observed that PA was inversely associated with these biomarkers for inflammation in children with a higher BF%.
Highlights
Systemic inflammation, as indicated by increased circulating concentrations of biomarkers for inflammation, may be important in causal pathways leading to insulin resistance, sub-clinical atherosclerosis, and eventually clinical manifestations of cardiovascular diseases.
Higher levels of physical activity and lower levels of sedentary time were associated with more favourable inflammatory profile.
Body fat percentage modified these associations and especially vigorous intensity physical activity was inversely associated with biomarkers of inflammation on children with higher body fat percentage but not in children with lower body fat percentage. |
doi_str_mv | 10.1080/17461391.2021.1892830 |
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Highlights
Systemic inflammation, as indicated by increased circulating concentrations of biomarkers for inflammation, may be important in causal pathways leading to insulin resistance, sub-clinical atherosclerosis, and eventually clinical manifestations of cardiovascular diseases.
Higher levels of physical activity and lower levels of sedentary time were associated with more favourable inflammatory profile.
Body fat percentage modified these associations and especially vigorous intensity physical activity was inversely associated with biomarkers of inflammation on children with higher body fat percentage but not in children with lower body fat percentage.</description><identifier>ISSN: 1746-1391</identifier><identifier>ISSN: 1536-7290</identifier><identifier>EISSN: 1536-7290</identifier><identifier>DOI: 10.1080/17461391.2021.1892830</identifier><identifier>PMID: 33599556</identifier><language>eng</language><publisher>Germany: Routledge</publisher><subject>Biomarkers ; Body Mass Index ; C-Reactive Protein ; Child ; Diet ; exercise ; Exercise - physiology ; Female ; Humans ; Inflammation ; Interleukin-6 ; Leptin ; Male ; nutrition ; obesity ; Sedentary Behavior ; youth</subject><ispartof>European journal of sport science, 2022-06, Vol.22 (6), p.906-915</ispartof><rights>2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group 2021</rights><rights>European College of Sport Science</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5066-aa6d61c571cc4bd3abd44e8e88d95bd1fe50f113cd5f697431d4332c03adb7d93</citedby><cites>FETCH-LOGICAL-c5066-aa6d61c571cc4bd3abd44e8e88d95bd1fe50f113cd5f697431d4332c03adb7d93</cites><orcidid>0000-0003-2769-6338 ; 0000-0003-2115-9267 ; 0000-0003-1838-7525 ; 0000-0001-9428-4689 ; 0000-0001-7026-5934 ; 0000-0001-6933-8809 ; 0000-0002-0290-8245 ; 0000-0002-6838-5061 ; 0000-0002-1265-7355 ; 0000-0001-5096-851X ; 0000-0002-9199-2871</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33599556$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-41773$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Haapala, Eero A.</creatorcontrib><creatorcontrib>Väistö, Juuso</creatorcontrib><creatorcontrib>Ihalainen, Johanna K.</creatorcontrib><creatorcontrib>González, Claudia Tomaselli</creatorcontrib><creatorcontrib>Leppänen, Marja H.</creatorcontrib><creatorcontrib>Veijalainen, Aapo</creatorcontrib><creatorcontrib>Sallinen, Taisa</creatorcontrib><creatorcontrib>Eloranta, Aino-Maija</creatorcontrib><creatorcontrib>Ekelund, Ulf</creatorcontrib><creatorcontrib>Schwab, Ursula</creatorcontrib><creatorcontrib>Brage, Soren</creatorcontrib><creatorcontrib>Atalay, Mustafa</creatorcontrib><creatorcontrib>Lakka, Timo A.</creatorcontrib><title>Associations of physical activity, sedentary time, and diet quality with biomarkers of inflammation in children</title><title>European journal of sport science</title><addtitle>Eur J Sport Sci</addtitle><description>We investigated the associations of physical activity (PA), sedentary time (ST), and diet quality with biomarkers of inflammation in 390 children (192 girls, 198 boys) aged 6-8 years. PA energy expenditure (PAEE), light PA, moderate PA (MPA), vigorous PA (VPA), moderate-to-vigorous PA (MVPA), and ST were assessed by combined movement and heart rate sensor. Finnish Children Healthy Eating Index was calculated using data from 4 d food records. Body fat percentage (BF%) was measured by dual-energy X-ray absorptiometry. High-sensitivity C-reactive protein (Hs-CRP), leptin, interleukin-6 (IL-6), adiponectin, tumour necrosis factor-α, and glycoprotein acetyls were measured from fasting blood samples. PAEE, MPA, VPA, and MVPA were inversely associated with hs-CRP (β=−191 to −139, 95% CI=−0.294 to −0.024), leptin (β=−0.409 to −0.301, 95% CI=−0.499 to −0.107), IL-6 (β=−0.136 to −0.104, 95% CI=−0.240 to −0.001) and PAEE, MPA, and MVPA were inversely associated with glycoprotein acetyls (β=−0.117 to −0.103, 95% CI=−0.213 to −0.001). ST was directly associated with hs-CRP (β=0.170, 95% CI=0.070-0.269), leptin (β=0.355, 95% CI=0.265-0.445), and IL-6 (β=0.105, 95% CI=0.005-0.205). VPA was inversely associated with hs-CRP, leptin, and IL-6 in children with higher BF% (β=−0.344 to −0.181, 95% CI=−0.477 to −0.033) but not among children with lower BF% (β=−0.007-0.033, 95% CI=−0.183-0.184). In conclusion, PA was inversely and ST directly associated with circulating levels of biomarkers of inflammation among children. Furthermore, we observed that PA was inversely associated with these biomarkers for inflammation in children with a higher BF%.
Highlights
Systemic inflammation, as indicated by increased circulating concentrations of biomarkers for inflammation, may be important in causal pathways leading to insulin resistance, sub-clinical atherosclerosis, and eventually clinical manifestations of cardiovascular diseases.
Higher levels of physical activity and lower levels of sedentary time were associated with more favourable inflammatory profile.
Body fat percentage modified these associations and especially vigorous intensity physical activity was inversely associated with biomarkers of inflammation on children with higher body fat percentage but not in children with lower body fat percentage.</description><subject>Biomarkers</subject><subject>Body Mass Index</subject><subject>C-Reactive Protein</subject><subject>Child</subject><subject>Diet</subject><subject>exercise</subject><subject>Exercise - physiology</subject><subject>Female</subject><subject>Humans</subject><subject>Inflammation</subject><subject>Interleukin-6</subject><subject>Leptin</subject><subject>Male</subject><subject>nutrition</subject><subject>obesity</subject><subject>Sedentary Behavior</subject><subject>youth</subject><issn>1746-1391</issn><issn>1536-7290</issn><issn>1536-7290</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>0YH</sourceid><sourceid>24P</sourceid><recordid>eNqNkUtv1DAURiMEog_4CSAvWTSDrx0n8QYxHVoeqsSCx9ZybIcxOPHUdhjl39fTTLtErPw699wrf0XxCvAKcIvfQlPVQDmsCCawgpaTluInxSkwWpcN4fhp3memPEAnxVmMvzHOF6R9XpxQyjhnrD4t_DpGr6xM1o8R-R7ttnO0SjokVbJ_bZovUDTajEmGGSU7mAskR420NQndTtJlAu1t2qLO-kGGPybca-zYOzkM9958QGprnQ5mfFE866WL5uVxPS9-XF9933wqb75-_LxZ35SK4boupax1DYo1oFTVaSo7XVWmNW2rOes09IbhHoAqzfqaNxUFXVFKFKZSd43m9LwoF2_cm93UiV2webpZeGnFB_tzLXz4JQY7jaKCpqGZf7Pwu-BvJxNTfozKOCdH46coSMUBN5wRyChbUBV8jMH0j3LA4pCNeMhGHLIRx2xy3etji6kbjH6seggjA-8WYG-dmf_PKq6-fNtcXmNoyUHwfhHk3_dhkHsfnBZJzs6HPshR2Sjov4e8A4J2sc0</recordid><startdate>20220603</startdate><enddate>20220603</enddate><creator>Haapala, Eero A.</creator><creator>Väistö, Juuso</creator><creator>Ihalainen, Johanna K.</creator><creator>González, Claudia Tomaselli</creator><creator>Leppänen, Marja H.</creator><creator>Veijalainen, Aapo</creator><creator>Sallinen, Taisa</creator><creator>Eloranta, Aino-Maija</creator><creator>Ekelund, Ulf</creator><creator>Schwab, Ursula</creator><creator>Brage, Soren</creator><creator>Atalay, Mustafa</creator><creator>Lakka, Timo A.</creator><general>Routledge</general><scope>0YH</scope><scope>24P</scope><scope>WIN</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>ADTPV</scope><scope>AKRZP</scope><scope>AOWAS</scope><scope>D8T</scope><scope>DG5</scope><scope>ZZAVC</scope><orcidid>https://orcid.org/0000-0003-2769-6338</orcidid><orcidid>https://orcid.org/0000-0003-2115-9267</orcidid><orcidid>https://orcid.org/0000-0003-1838-7525</orcidid><orcidid>https://orcid.org/0000-0001-9428-4689</orcidid><orcidid>https://orcid.org/0000-0001-7026-5934</orcidid><orcidid>https://orcid.org/0000-0001-6933-8809</orcidid><orcidid>https://orcid.org/0000-0002-0290-8245</orcidid><orcidid>https://orcid.org/0000-0002-6838-5061</orcidid><orcidid>https://orcid.org/0000-0002-1265-7355</orcidid><orcidid>https://orcid.org/0000-0001-5096-851X</orcidid><orcidid>https://orcid.org/0000-0002-9199-2871</orcidid></search><sort><creationdate>20220603</creationdate><title>Associations of physical activity, sedentary time, and diet quality with biomarkers of inflammation in children</title><author>Haapala, Eero A. ; Väistö, Juuso ; Ihalainen, Johanna K. ; González, Claudia Tomaselli ; Leppänen, Marja H. ; Veijalainen, Aapo ; Sallinen, Taisa ; Eloranta, Aino-Maija ; Ekelund, Ulf ; Schwab, Ursula ; Brage, Soren ; Atalay, Mustafa ; Lakka, Timo A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5066-aa6d61c571cc4bd3abd44e8e88d95bd1fe50f113cd5f697431d4332c03adb7d93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Biomarkers</topic><topic>Body Mass Index</topic><topic>C-Reactive Protein</topic><topic>Child</topic><topic>Diet</topic><topic>exercise</topic><topic>Exercise - physiology</topic><topic>Female</topic><topic>Humans</topic><topic>Inflammation</topic><topic>Interleukin-6</topic><topic>Leptin</topic><topic>Male</topic><topic>nutrition</topic><topic>obesity</topic><topic>Sedentary Behavior</topic><topic>youth</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Haapala, Eero A.</creatorcontrib><creatorcontrib>Väistö, Juuso</creatorcontrib><creatorcontrib>Ihalainen, Johanna K.</creatorcontrib><creatorcontrib>González, Claudia Tomaselli</creatorcontrib><creatorcontrib>Leppänen, Marja H.</creatorcontrib><creatorcontrib>Veijalainen, Aapo</creatorcontrib><creatorcontrib>Sallinen, Taisa</creatorcontrib><creatorcontrib>Eloranta, Aino-Maija</creatorcontrib><creatorcontrib>Ekelund, Ulf</creatorcontrib><creatorcontrib>Schwab, Ursula</creatorcontrib><creatorcontrib>Brage, Soren</creatorcontrib><creatorcontrib>Atalay, Mustafa</creatorcontrib><creatorcontrib>Lakka, Timo A.</creatorcontrib><collection>Taylor & Francis Open Access(OpenAccess)</collection><collection>Wiley Open Access</collection><collection>Wiley Free Archive</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>SwePub</collection><collection>SWEPUB Mittuniversitetet full text</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Mittuniversitetet</collection><collection>SwePub Articles full text</collection><jtitle>European journal of sport science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Haapala, Eero A.</au><au>Väistö, Juuso</au><au>Ihalainen, Johanna K.</au><au>González, Claudia Tomaselli</au><au>Leppänen, Marja H.</au><au>Veijalainen, Aapo</au><au>Sallinen, Taisa</au><au>Eloranta, Aino-Maija</au><au>Ekelund, Ulf</au><au>Schwab, Ursula</au><au>Brage, Soren</au><au>Atalay, Mustafa</au><au>Lakka, Timo A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Associations of physical activity, sedentary time, and diet quality with biomarkers of inflammation in children</atitle><jtitle>European journal of sport science</jtitle><addtitle>Eur J Sport Sci</addtitle><date>2022-06-03</date><risdate>2022</risdate><volume>22</volume><issue>6</issue><spage>906</spage><epage>915</epage><pages>906-915</pages><issn>1746-1391</issn><issn>1536-7290</issn><eissn>1536-7290</eissn><abstract>We investigated the associations of physical activity (PA), sedentary time (ST), and diet quality with biomarkers of inflammation in 390 children (192 girls, 198 boys) aged 6-8 years. PA energy expenditure (PAEE), light PA, moderate PA (MPA), vigorous PA (VPA), moderate-to-vigorous PA (MVPA), and ST were assessed by combined movement and heart rate sensor. Finnish Children Healthy Eating Index was calculated using data from 4 d food records. Body fat percentage (BF%) was measured by dual-energy X-ray absorptiometry. High-sensitivity C-reactive protein (Hs-CRP), leptin, interleukin-6 (IL-6), adiponectin, tumour necrosis factor-α, and glycoprotein acetyls were measured from fasting blood samples. PAEE, MPA, VPA, and MVPA were inversely associated with hs-CRP (β=−191 to −139, 95% CI=−0.294 to −0.024), leptin (β=−0.409 to −0.301, 95% CI=−0.499 to −0.107), IL-6 (β=−0.136 to −0.104, 95% CI=−0.240 to −0.001) and PAEE, MPA, and MVPA were inversely associated with glycoprotein acetyls (β=−0.117 to −0.103, 95% CI=−0.213 to −0.001). ST was directly associated with hs-CRP (β=0.170, 95% CI=0.070-0.269), leptin (β=0.355, 95% CI=0.265-0.445), and IL-6 (β=0.105, 95% CI=0.005-0.205). VPA was inversely associated with hs-CRP, leptin, and IL-6 in children with higher BF% (β=−0.344 to −0.181, 95% CI=−0.477 to −0.033) but not among children with lower BF% (β=−0.007-0.033, 95% CI=−0.183-0.184). In conclusion, PA was inversely and ST directly associated with circulating levels of biomarkers of inflammation among children. Furthermore, we observed that PA was inversely associated with these biomarkers for inflammation in children with a higher BF%.
Highlights
Systemic inflammation, as indicated by increased circulating concentrations of biomarkers for inflammation, may be important in causal pathways leading to insulin resistance, sub-clinical atherosclerosis, and eventually clinical manifestations of cardiovascular diseases.
Higher levels of physical activity and lower levels of sedentary time were associated with more favourable inflammatory profile.
Body fat percentage modified these associations and especially vigorous intensity physical activity was inversely associated with biomarkers of inflammation on children with higher body fat percentage but not in children with lower body fat percentage.</abstract><cop>Germany</cop><pub>Routledge</pub><pmid>33599556</pmid><doi>10.1080/17461391.2021.1892830</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-2769-6338</orcidid><orcidid>https://orcid.org/0000-0003-2115-9267</orcidid><orcidid>https://orcid.org/0000-0003-1838-7525</orcidid><orcidid>https://orcid.org/0000-0001-9428-4689</orcidid><orcidid>https://orcid.org/0000-0001-7026-5934</orcidid><orcidid>https://orcid.org/0000-0001-6933-8809</orcidid><orcidid>https://orcid.org/0000-0002-0290-8245</orcidid><orcidid>https://orcid.org/0000-0002-6838-5061</orcidid><orcidid>https://orcid.org/0000-0002-1265-7355</orcidid><orcidid>https://orcid.org/0000-0001-5096-851X</orcidid><orcidid>https://orcid.org/0000-0002-9199-2871</orcidid><oa>free_for_read</oa></addata></record> |
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ispartof | European journal of sport science, 2022-06, Vol.22 (6), p.906-915 |
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language | eng |
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source | EBSCOhost SPORTDiscus with Full Text |
subjects | Biomarkers Body Mass Index C-Reactive Protein Child Diet exercise Exercise - physiology Female Humans Inflammation Interleukin-6 Leptin Male nutrition obesity Sedentary Behavior youth |
title | Associations of physical activity, sedentary time, and diet quality with biomarkers of inflammation in children |
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