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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
Main Authors: 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.
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container_title European journal of sport science
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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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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><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). 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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. 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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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identifier ISSN: 1746-1391
ispartof European journal of sport science, 2022-06, Vol.22 (6), p.906-915
issn 1746-1391
1536-7290
1536-7290
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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