Longitudinal associations of physical activity and sedentary time with cardiometabolic risk factors in children
Background There are few prospective studies on the associations of changes in objectively measured vigorous physical activity (VPA∆), moderate‐to‐vigorous physical activity (MVPA∆), light physical activity (LPA∆), and sedentary time (ST∆) with changes in cardiometabolic risk factors (∆) in children...
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creator | Väistö, Juuso Haapala, Eero A. Viitasalo, Anna Schnurr, Theresia M. Kilpeläinen, Tuomas O. Karjalainen, Panu Westgate, Kate Lakka, Hanna‐Maaria Laaksonen, David E. Ekelund, Ulf Brage, Søren Lakka, Timo A. |
description | Background
There are few prospective studies on the associations of changes in objectively measured vigorous physical activity (VPA∆), moderate‐to‐vigorous physical activity (MVPA∆), light physical activity (LPA∆), and sedentary time (ST∆) with changes in cardiometabolic risk factors (∆) in children. We therefore investigated these relationships among children.
Methods
The participants were a population sample of 258 children aged 6‐8 years followed for 2 years. We assessed PA and ST by a combined heart rate and movement sensor; computed continuous age‐ and sex‐adjusted z‐scores for waist circumference, blood pressure, and fasting insulin, glucose, triglycerides, and high‐density lipoprotein (HDL) cholesterol; and constructed a cardiometabolic risk score (CRS) of these risk factors. Data were analyzed using linear regression models adjusted for age, sex, the explanatory and outcome variables at baseline, and puberty.
Results
VPA∆ associated inversely with CRS∆ (β = −0.209, P = 0.001), body fat percentage (BF%)∆ (β = −0.244, P = 0.001), insulin∆ (β = −0.220, P = 0.001), and triglycerides∆ (β = −0.164, P = 0.012) and directly with HDL cholesterol∆ (β = 0.159, P = 0.023). MVPA∆ associated inversely with CRS∆ (β = −0.178, P = 0.012), BF%∆ (β = −0.298, P = |
doi_str_mv | 10.1111/sms.13315 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6485341</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2115755289</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4435-3fa674ee4df58f7c1e251e3dc5b396940723a86ec7980fa3f7453a257d3c2fc63</originalsourceid><addsrcrecordid>eNp1kU1vVCEUhonR2LG68A8YEje6uC1c4MLdmJjGr2SMi-qaMHx0Tr0XRuC2mX8v49RGTTybszgPT97wIvSckjPa5rzM5YwyRsUDtKIDIR1RTD1EKzIS0Umq1Al6Uso1IVSOXDxGJ4z0clCyX6G0TvEK6uIgmgmbUpIFUyHFglPAu-2-gD0cbIUbqHtsosPFOx-ryXtcYfb4FuoWW5MdpNlXs0kTWJyhfMehPUu5YIjYbmFy2cen6FEwU_HP7vYp-vb-3deLj936y4dPF2_XneWciY4FM0juPXdBqCAt9b2gnjkrNmwcRk5kz4wavJWjIsGwILlgphfSMdsHO7BT9Obo3S2b2TvbAmcz6V2GuQXXyYD--xJhq6_SjR64EozTJnh1J8jpx-JL1TMU66fJRJ-WontKhRSiV2NDX_6DXqclt_88UE0mBKWkUa-PlM2plOzDfRhK9KFG3WrUv2ps7Is_09-Tv3trwPkRuIXJ7_9v0pefL4_Kn3GgqeM</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2153455110</pqid></control><display><type>article</type><title>Longitudinal associations of physical activity and sedentary time with cardiometabolic risk factors in children</title><source>MEDLINE</source><source>Wiley Online Library Journals Frontfile Complete</source><creator>Väistö, Juuso ; Haapala, Eero A. ; Viitasalo, Anna ; Schnurr, Theresia M. ; Kilpeläinen, Tuomas O. ; Karjalainen, Panu ; Westgate, Kate ; Lakka, Hanna‐Maaria ; Laaksonen, David E. ; Ekelund, Ulf ; Brage, Søren ; Lakka, Timo A.</creator><creatorcontrib>Väistö, Juuso ; Haapala, Eero A. ; Viitasalo, Anna ; Schnurr, Theresia M. ; Kilpeläinen, Tuomas O. ; Karjalainen, Panu ; Westgate, Kate ; Lakka, Hanna‐Maaria ; Laaksonen, David E. ; Ekelund, Ulf ; Brage, Søren ; Lakka, Timo A.</creatorcontrib><description>Background
There are few prospective studies on the associations of changes in objectively measured vigorous physical activity (VPA∆), moderate‐to‐vigorous physical activity (MVPA∆), light physical activity (LPA∆), and sedentary time (ST∆) with changes in cardiometabolic risk factors (∆) in children. We therefore investigated these relationships among children.
Methods
The participants were a population sample of 258 children aged 6‐8 years followed for 2 years. We assessed PA and ST by a combined heart rate and movement sensor; computed continuous age‐ and sex‐adjusted z‐scores for waist circumference, blood pressure, and fasting insulin, glucose, triglycerides, and high‐density lipoprotein (HDL) cholesterol; and constructed a cardiometabolic risk score (CRS) of these risk factors. Data were analyzed using linear regression models adjusted for age, sex, the explanatory and outcome variables at baseline, and puberty.
Results
VPA∆ associated inversely with CRS∆ (β = −0.209, P = 0.001), body fat percentage (BF%)∆ (β = −0.244, P = 0.001), insulin∆ (β = −0.220, P = 0.001), and triglycerides∆ (β = −0.164, P = 0.012) and directly with HDL cholesterol∆ (β = 0.159, P = 0.023). MVPA∆ associated inversely with CRS∆ (β = −0.178, P = 0.012), BF%∆ (β = −0.298, P = <0.001), and insulin∆ (β = −0.213, P = 0.006) and directly with HDL cholesterol∆ (β = 0.184, P = 0.022). LPA∆ only associated negatively with CRS∆ (β = −0.163, P = 0.032). ST∆ associated directly with CRS∆ (β = 0.218, P = 0.003), BF%∆ (β = 0.212, P = 0.016), and insulin∆ (β = 0.159, P = 0.049).
Conclusions
Increased VPA and MVPA and decreased ST were associated with reduced overall cardiometabolic risk and major individual risk factors. Change in LPA had weaker associations with changes in these cardiometabolic risk factors. Our findings suggest that increasing at least moderate‐intensity PA and decreasing ST decrease cardiometabolic risk in children.</description><identifier>ISSN: 0905-7188</identifier><identifier>EISSN: 1600-0838</identifier><identifier>DOI: 10.1111/sms.13315</identifier><identifier>PMID: 30276872</identifier><language>eng</language><publisher>Denmark: Blackwell Publishing Ltd</publisher><subject>Anthropometry ; Blood Glucose ; Blood Pressure ; Cardiovascular Diseases - epidemiology ; Child ; Cholesterol ; Cross-Sectional Studies ; Exercise ; Female ; Finland ; Health risk assessment ; Heart Rate ; Humans ; Insulin ; Insulin - blood ; Lipids - blood ; Longitudinal Studies ; Male ; Metabolic Diseases - epidemiology ; Prospective Studies ; Risk Factors ; Sedentary Behavior ; Triglycerides ; Waist Circumference</subject><ispartof>Scandinavian journal of medicine & science in sports, 2019-01, Vol.29 (1), p.113-123</ispartof><rights>2018 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd</rights><rights>2018 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd.</rights><rights>Copyright © 2019 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4435-3fa674ee4df58f7c1e251e3dc5b396940723a86ec7980fa3f7453a257d3c2fc63</citedby><cites>FETCH-LOGICAL-c4435-3fa674ee4df58f7c1e251e3dc5b396940723a86ec7980fa3f7453a257d3c2fc63</cites><orcidid>0000-0001-5096-851X ; 0000-0002-9199-2871 ; 0000-0001-7026-5934</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fsms.13315$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fsms.13315$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,776,780,881,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30276872$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Väistö, Juuso</creatorcontrib><creatorcontrib>Haapala, Eero A.</creatorcontrib><creatorcontrib>Viitasalo, Anna</creatorcontrib><creatorcontrib>Schnurr, Theresia M.</creatorcontrib><creatorcontrib>Kilpeläinen, Tuomas O.</creatorcontrib><creatorcontrib>Karjalainen, Panu</creatorcontrib><creatorcontrib>Westgate, Kate</creatorcontrib><creatorcontrib>Lakka, Hanna‐Maaria</creatorcontrib><creatorcontrib>Laaksonen, David E.</creatorcontrib><creatorcontrib>Ekelund, Ulf</creatorcontrib><creatorcontrib>Brage, Søren</creatorcontrib><creatorcontrib>Lakka, Timo A.</creatorcontrib><title>Longitudinal associations of physical activity and sedentary time with cardiometabolic risk factors in children</title><title>Scandinavian journal of medicine & science in sports</title><addtitle>Scand J Med Sci Sports</addtitle><description>Background
There are few prospective studies on the associations of changes in objectively measured vigorous physical activity (VPA∆), moderate‐to‐vigorous physical activity (MVPA∆), light physical activity (LPA∆), and sedentary time (ST∆) with changes in cardiometabolic risk factors (∆) in children. We therefore investigated these relationships among children.
Methods
The participants were a population sample of 258 children aged 6‐8 years followed for 2 years. We assessed PA and ST by a combined heart rate and movement sensor; computed continuous age‐ and sex‐adjusted z‐scores for waist circumference, blood pressure, and fasting insulin, glucose, triglycerides, and high‐density lipoprotein (HDL) cholesterol; and constructed a cardiometabolic risk score (CRS) of these risk factors. Data were analyzed using linear regression models adjusted for age, sex, the explanatory and outcome variables at baseline, and puberty.
Results
VPA∆ associated inversely with CRS∆ (β = −0.209, P = 0.001), body fat percentage (BF%)∆ (β = −0.244, P = 0.001), insulin∆ (β = −0.220, P = 0.001), and triglycerides∆ (β = −0.164, P = 0.012) and directly with HDL cholesterol∆ (β = 0.159, P = 0.023). MVPA∆ associated inversely with CRS∆ (β = −0.178, P = 0.012), BF%∆ (β = −0.298, P = <0.001), and insulin∆ (β = −0.213, P = 0.006) and directly with HDL cholesterol∆ (β = 0.184, P = 0.022). LPA∆ only associated negatively with CRS∆ (β = −0.163, P = 0.032). ST∆ associated directly with CRS∆ (β = 0.218, P = 0.003), BF%∆ (β = 0.212, P = 0.016), and insulin∆ (β = 0.159, P = 0.049).
Conclusions
Increased VPA and MVPA and decreased ST were associated with reduced overall cardiometabolic risk and major individual risk factors. Change in LPA had weaker associations with changes in these cardiometabolic risk factors. Our findings suggest that increasing at least moderate‐intensity PA and decreasing ST decrease cardiometabolic risk in children.</description><subject>Anthropometry</subject><subject>Blood Glucose</subject><subject>Blood Pressure</subject><subject>Cardiovascular Diseases - epidemiology</subject><subject>Child</subject><subject>Cholesterol</subject><subject>Cross-Sectional Studies</subject><subject>Exercise</subject><subject>Female</subject><subject>Finland</subject><subject>Health risk assessment</subject><subject>Heart Rate</subject><subject>Humans</subject><subject>Insulin</subject><subject>Insulin - blood</subject><subject>Lipids - blood</subject><subject>Longitudinal Studies</subject><subject>Male</subject><subject>Metabolic Diseases - epidemiology</subject><subject>Prospective Studies</subject><subject>Risk Factors</subject><subject>Sedentary Behavior</subject><subject>Triglycerides</subject><subject>Waist Circumference</subject><issn>0905-7188</issn><issn>1600-0838</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kU1vVCEUhonR2LG68A8YEje6uC1c4MLdmJjGr2SMi-qaMHx0Tr0XRuC2mX8v49RGTTybszgPT97wIvSckjPa5rzM5YwyRsUDtKIDIR1RTD1EKzIS0Umq1Al6Uso1IVSOXDxGJ4z0clCyX6G0TvEK6uIgmgmbUpIFUyHFglPAu-2-gD0cbIUbqHtsosPFOx-ryXtcYfb4FuoWW5MdpNlXs0kTWJyhfMehPUu5YIjYbmFy2cen6FEwU_HP7vYp-vb-3deLj936y4dPF2_XneWciY4FM0juPXdBqCAt9b2gnjkrNmwcRk5kz4wavJWjIsGwILlgphfSMdsHO7BT9Obo3S2b2TvbAmcz6V2GuQXXyYD--xJhq6_SjR64EozTJnh1J8jpx-JL1TMU66fJRJ-WontKhRSiV2NDX_6DXqclt_88UE0mBKWkUa-PlM2plOzDfRhK9KFG3WrUv2ps7Is_09-Tv3trwPkRuIXJ7_9v0pefL4_Kn3GgqeM</recordid><startdate>201901</startdate><enddate>201901</enddate><creator>Väistö, Juuso</creator><creator>Haapala, Eero A.</creator><creator>Viitasalo, Anna</creator><creator>Schnurr, Theresia M.</creator><creator>Kilpeläinen, Tuomas O.</creator><creator>Karjalainen, Panu</creator><creator>Westgate, Kate</creator><creator>Lakka, Hanna‐Maaria</creator><creator>Laaksonen, David E.</creator><creator>Ekelund, Ulf</creator><creator>Brage, Søren</creator><creator>Lakka, Timo A.</creator><general>Blackwell Publishing Ltd</general><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>7TS</scope><scope>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-5096-851X</orcidid><orcidid>https://orcid.org/0000-0002-9199-2871</orcidid><orcidid>https://orcid.org/0000-0001-7026-5934</orcidid></search><sort><creationdate>201901</creationdate><title>Longitudinal associations of physical activity and sedentary time with cardiometabolic risk factors in children</title><author>Väistö, Juuso ; Haapala, Eero A. ; Viitasalo, Anna ; Schnurr, Theresia M. ; Kilpeläinen, Tuomas O. ; Karjalainen, Panu ; Westgate, Kate ; Lakka, Hanna‐Maaria ; Laaksonen, David E. ; Ekelund, Ulf ; Brage, Søren ; Lakka, Timo A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4435-3fa674ee4df58f7c1e251e3dc5b396940723a86ec7980fa3f7453a257d3c2fc63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Anthropometry</topic><topic>Blood Glucose</topic><topic>Blood Pressure</topic><topic>Cardiovascular Diseases - epidemiology</topic><topic>Child</topic><topic>Cholesterol</topic><topic>Cross-Sectional Studies</topic><topic>Exercise</topic><topic>Female</topic><topic>Finland</topic><topic>Health risk assessment</topic><topic>Heart Rate</topic><topic>Humans</topic><topic>Insulin</topic><topic>Insulin - blood</topic><topic>Lipids - blood</topic><topic>Longitudinal Studies</topic><topic>Male</topic><topic>Metabolic Diseases - epidemiology</topic><topic>Prospective Studies</topic><topic>Risk Factors</topic><topic>Sedentary Behavior</topic><topic>Triglycerides</topic><topic>Waist Circumference</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Väistö, Juuso</creatorcontrib><creatorcontrib>Haapala, Eero A.</creatorcontrib><creatorcontrib>Viitasalo, Anna</creatorcontrib><creatorcontrib>Schnurr, Theresia M.</creatorcontrib><creatorcontrib>Kilpeläinen, Tuomas O.</creatorcontrib><creatorcontrib>Karjalainen, Panu</creatorcontrib><creatorcontrib>Westgate, Kate</creatorcontrib><creatorcontrib>Lakka, Hanna‐Maaria</creatorcontrib><creatorcontrib>Laaksonen, David E.</creatorcontrib><creatorcontrib>Ekelund, Ulf</creatorcontrib><creatorcontrib>Brage, Søren</creatorcontrib><creatorcontrib>Lakka, Timo A.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Physical Education Index</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scandinavian journal of medicine & science in sports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Väistö, Juuso</au><au>Haapala, Eero A.</au><au>Viitasalo, Anna</au><au>Schnurr, Theresia M.</au><au>Kilpeläinen, Tuomas O.</au><au>Karjalainen, Panu</au><au>Westgate, Kate</au><au>Lakka, Hanna‐Maaria</au><au>Laaksonen, David E.</au><au>Ekelund, Ulf</au><au>Brage, Søren</au><au>Lakka, Timo A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Longitudinal associations of physical activity and sedentary time with cardiometabolic risk factors in children</atitle><jtitle>Scandinavian journal of medicine & science in sports</jtitle><addtitle>Scand J Med Sci Sports</addtitle><date>2019-01</date><risdate>2019</risdate><volume>29</volume><issue>1</issue><spage>113</spage><epage>123</epage><pages>113-123</pages><issn>0905-7188</issn><eissn>1600-0838</eissn><abstract>Background
There are few prospective studies on the associations of changes in objectively measured vigorous physical activity (VPA∆), moderate‐to‐vigorous physical activity (MVPA∆), light physical activity (LPA∆), and sedentary time (ST∆) with changes in cardiometabolic risk factors (∆) in children. We therefore investigated these relationships among children.
Methods
The participants were a population sample of 258 children aged 6‐8 years followed for 2 years. We assessed PA and ST by a combined heart rate and movement sensor; computed continuous age‐ and sex‐adjusted z‐scores for waist circumference, blood pressure, and fasting insulin, glucose, triglycerides, and high‐density lipoprotein (HDL) cholesterol; and constructed a cardiometabolic risk score (CRS) of these risk factors. Data were analyzed using linear regression models adjusted for age, sex, the explanatory and outcome variables at baseline, and puberty.
Results
VPA∆ associated inversely with CRS∆ (β = −0.209, P = 0.001), body fat percentage (BF%)∆ (β = −0.244, P = 0.001), insulin∆ (β = −0.220, P = 0.001), and triglycerides∆ (β = −0.164, P = 0.012) and directly with HDL cholesterol∆ (β = 0.159, P = 0.023). MVPA∆ associated inversely with CRS∆ (β = −0.178, P = 0.012), BF%∆ (β = −0.298, P = <0.001), and insulin∆ (β = −0.213, P = 0.006) and directly with HDL cholesterol∆ (β = 0.184, P = 0.022). LPA∆ only associated negatively with CRS∆ (β = −0.163, P = 0.032). ST∆ associated directly with CRS∆ (β = 0.218, P = 0.003), BF%∆ (β = 0.212, P = 0.016), and insulin∆ (β = 0.159, P = 0.049).
Conclusions
Increased VPA and MVPA and decreased ST were associated with reduced overall cardiometabolic risk and major individual risk factors. Change in LPA had weaker associations with changes in these cardiometabolic risk factors. Our findings suggest that increasing at least moderate‐intensity PA and decreasing ST decrease cardiometabolic risk in children.</abstract><cop>Denmark</cop><pub>Blackwell Publishing Ltd</pub><pmid>30276872</pmid><doi>10.1111/sms.13315</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-5096-851X</orcidid><orcidid>https://orcid.org/0000-0002-9199-2871</orcidid><orcidid>https://orcid.org/0000-0001-7026-5934</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Anthropometry Blood Glucose Blood Pressure Cardiovascular Diseases - epidemiology Child Cholesterol Cross-Sectional Studies Exercise Female Finland Health risk assessment Heart Rate Humans Insulin Insulin - blood Lipids - blood Longitudinal Studies Male Metabolic Diseases - epidemiology Prospective Studies Risk Factors Sedentary Behavior Triglycerides Waist Circumference |
title | Longitudinal associations of physical activity and sedentary time with cardiometabolic risk factors in children |
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