Longitudinal Mediating Effect of Fat Mass and Lipids on Sedentary Time, Light PA, and MVPA with Inflammation in Youth
Abstract Context Inflammation has been associated with atherosclerosis and metabolic disorders in youth. Preventing inflammation through exposure to different accelerometer-based movement behaviors has not been longitudinally examined. Objective This work aimed to examine the mediating role of fat m...
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Veröffentlicht in: | The journal of clinical endocrinology and metabolism 2023-12, Vol.108 (12), p.3250-3259 |
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description | Abstract
Context
Inflammation has been associated with atherosclerosis and metabolic disorders in youth. Preventing inflammation through exposure to different accelerometer-based movement behaviors has not been longitudinally examined.
Objective
This work aimed to examine the mediating role of fat mass, lipids, and insulin resistance on the associations of cumulative sedentary time (ST), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) with inflammation.
Methods
From the Avon Longitudinal Study of Parents and Children, United Kingdom, 792 children with data on at least 2 time-point measures of accelerometer-based ST, LPA, and MVPA during age 11, 15, and 24 years follow-up clinic visits with complete high-sensitivity C-reactive protein (hsCRP) measures at age 15, 17, and 24 years were studied. Mediating associations were examined using structural equation models. When the magnitude of the association between the exposure and outcome is increased after including a third variable, suppression occurred but mediation if decreased.
Results
Among 792 (58% female; mean [SD] age at baseline, 11.7 [0.2] years), ST increased, LPA decreased, and MVPA had a U-shaped increase while hsCRP increased during 13-year follow-up. Insulin resistance partly suppressed (23.5% suppression) the positive associations of ST with hsCRP among participants who were overweight/obese. Fat mass partly mediated (30% mediation) the negative associations of LPA with hsCRP. Fat mass had a 77% mediation effect on the negative associations of MVPA with hsCRP.
Conclusion
ST worsens inflammation, but increased LPA had a 2-fold inflammatory-lowering effect and was more resistant to the attenuating effect of fat mass compared with MVPA, and hence should be targeted in future interventions. |
doi_str_mv | 10.1210/clinem/dgad354 |
format | Article |
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Context
Inflammation has been associated with atherosclerosis and metabolic disorders in youth. Preventing inflammation through exposure to different accelerometer-based movement behaviors has not been longitudinally examined.
Objective
This work aimed to examine the mediating role of fat mass, lipids, and insulin resistance on the associations of cumulative sedentary time (ST), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) with inflammation.
Methods
From the Avon Longitudinal Study of Parents and Children, United Kingdom, 792 children with data on at least 2 time-point measures of accelerometer-based ST, LPA, and MVPA during age 11, 15, and 24 years follow-up clinic visits with complete high-sensitivity C-reactive protein (hsCRP) measures at age 15, 17, and 24 years were studied. Mediating associations were examined using structural equation models. When the magnitude of the association between the exposure and outcome is increased after including a third variable, suppression occurred but mediation if decreased.
Results
Among 792 (58% female; mean [SD] age at baseline, 11.7 [0.2] years), ST increased, LPA decreased, and MVPA had a U-shaped increase while hsCRP increased during 13-year follow-up. Insulin resistance partly suppressed (23.5% suppression) the positive associations of ST with hsCRP among participants who were overweight/obese. Fat mass partly mediated (30% mediation) the negative associations of LPA with hsCRP. Fat mass had a 77% mediation effect on the negative associations of MVPA with hsCRP.
Conclusion
ST worsens inflammation, but increased LPA had a 2-fold inflammatory-lowering effect and was more resistant to the attenuating effect of fat mass compared with MVPA, and hence should be targeted in future interventions.</description><identifier>ISSN: 0021-972X</identifier><identifier>ISSN: 1945-7197</identifier><identifier>EISSN: 1945-7197</identifier><identifier>DOI: 10.1210/clinem/dgad354</identifier><identifier>PMID: 37310686</identifier><language>eng</language><publisher>US: Oxford University Press</publisher><subject>Accelerometry ; Adolescent ; Age ; Analysis ; Arteriosclerosis ; Atherosclerosis ; Body fat ; Body Mass Index ; C-Reactive Protein ; Child ; Exercise ; Female ; Humans ; Infant ; Inflammation ; Insulin ; Insulin Resistance ; Lipids ; Longitudinal Studies ; Male ; Mediation ; Metabolic disorders ; Physical activity ; Sedentary Behavior ; Teenagers ; Type 2 diabetes ; Youth</subject><ispartof>The journal of clinical endocrinology and metabolism, 2023-12, Vol.108 (12), p.3250-3259</ispartof><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the Endocrine Society. 2023</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the Endocrine Society.</rights><rights>COPYRIGHT 2023 Oxford University Press</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c425t-12afb3e3050ec067075bdbbbd7ffa3bdf7d4b65bc2c35cf43d642c27bf83face3</citedby><cites>FETCH-LOGICAL-c425t-12afb3e3050ec067075bdbbbd7ffa3bdf7d4b65bc2c35cf43d642c27bf83face3</cites><orcidid>0000-0001-5138-3441</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37310686$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Agbaje, Andrew O</creatorcontrib><title>Longitudinal Mediating Effect of Fat Mass and Lipids on Sedentary Time, Light PA, and MVPA with Inflammation in Youth</title><title>The journal of clinical endocrinology and metabolism</title><addtitle>J Clin Endocrinol Metab</addtitle><description>Abstract
Context
Inflammation has been associated with atherosclerosis and metabolic disorders in youth. Preventing inflammation through exposure to different accelerometer-based movement behaviors has not been longitudinally examined.
Objective
This work aimed to examine the mediating role of fat mass, lipids, and insulin resistance on the associations of cumulative sedentary time (ST), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) with inflammation.
Methods
From the Avon Longitudinal Study of Parents and Children, United Kingdom, 792 children with data on at least 2 time-point measures of accelerometer-based ST, LPA, and MVPA during age 11, 15, and 24 years follow-up clinic visits with complete high-sensitivity C-reactive protein (hsCRP) measures at age 15, 17, and 24 years were studied. Mediating associations were examined using structural equation models. When the magnitude of the association between the exposure and outcome is increased after including a third variable, suppression occurred but mediation if decreased.
Results
Among 792 (58% female; mean [SD] age at baseline, 11.7 [0.2] years), ST increased, LPA decreased, and MVPA had a U-shaped increase while hsCRP increased during 13-year follow-up. Insulin resistance partly suppressed (23.5% suppression) the positive associations of ST with hsCRP among participants who were overweight/obese. Fat mass partly mediated (30% mediation) the negative associations of LPA with hsCRP. Fat mass had a 77% mediation effect on the negative associations of MVPA with hsCRP.
Conclusion
ST worsens inflammation, but increased LPA had a 2-fold inflammatory-lowering effect and was more resistant to the attenuating effect of fat mass compared with MVPA, and hence should be targeted in future interventions.</description><subject>Accelerometry</subject><subject>Adolescent</subject><subject>Age</subject><subject>Analysis</subject><subject>Arteriosclerosis</subject><subject>Atherosclerosis</subject><subject>Body fat</subject><subject>Body Mass Index</subject><subject>C-Reactive Protein</subject><subject>Child</subject><subject>Exercise</subject><subject>Female</subject><subject>Humans</subject><subject>Infant</subject><subject>Inflammation</subject><subject>Insulin</subject><subject>Insulin Resistance</subject><subject>Lipids</subject><subject>Longitudinal Studies</subject><subject>Male</subject><subject>Mediation</subject><subject>Metabolic disorders</subject><subject>Physical activity</subject><subject>Sedentary Behavior</subject><subject>Teenagers</subject><subject>Type 2 diabetes</subject><subject>Youth</subject><issn>0021-972X</issn><issn>1945-7197</issn><issn>1945-7197</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>TOX</sourceid><sourceid>EIF</sourceid><recordid>eNqF0c1rFDEYBvAgil2rV48S8KLQafM5mTkupdXCLhasoqeQz9mUmWSdZBD_e1N3VfDiKYf39z6B9wHgJUbnmGB0YcYQ3XRhB2UpZ4_ACveMNwL34jFYIURw0wvy5QQ8y_keIcwYp0_BCRUUo7ZrV2DZpDiEstgQ1Qi3zgZVQhzglffOFJg8vFYFblXOUEULN2EfbIYpwo_OuljU_APehcmd1cmwK_B2ffbLbT_fruH3UHbwJvpRTVNNrUshwq9pKbvn4IlXY3Yvju8p-HR9dXf5vtl8eHdzud40hhFeGkyU19RRxJEzqBVIcG211lZ4r6i2XlimW64NMZQbz6htGTFEaN9Rr4yjp-DNIXc_p2-Ly0VOIRs3jiq6tGRJOsI5IpyySl__Q-_TMtejVNVzThHucPtXDWp0MkSfyqzMQ6hcC8F73nEhqjo_KDOnnGfn5X4OU72VxEg-1CYPtcljbXXh1fHzRU_O_uG_e6rg7QGkZf-_sJ9AgKJU</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Agbaje, Andrew O</creator><general>Oxford University Press</general><scope>TOX</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>7QP</scope><scope>7T5</scope><scope>7TM</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-5138-3441</orcidid></search><sort><creationdate>20231201</creationdate><title>Longitudinal Mediating Effect of Fat Mass and Lipids on Sedentary Time, Light PA, and MVPA with Inflammation in Youth</title><author>Agbaje, Andrew O</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c425t-12afb3e3050ec067075bdbbbd7ffa3bdf7d4b65bc2c35cf43d642c27bf83face3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Accelerometry</topic><topic>Adolescent</topic><topic>Age</topic><topic>Analysis</topic><topic>Arteriosclerosis</topic><topic>Atherosclerosis</topic><topic>Body fat</topic><topic>Body Mass Index</topic><topic>C-Reactive Protein</topic><topic>Child</topic><topic>Exercise</topic><topic>Female</topic><topic>Humans</topic><topic>Infant</topic><topic>Inflammation</topic><topic>Insulin</topic><topic>Insulin Resistance</topic><topic>Lipids</topic><topic>Longitudinal Studies</topic><topic>Male</topic><topic>Mediation</topic><topic>Metabolic disorders</topic><topic>Physical activity</topic><topic>Sedentary Behavior</topic><topic>Teenagers</topic><topic>Type 2 diabetes</topic><topic>Youth</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Agbaje, Andrew O</creatorcontrib><collection>Oxford Journals Open Access Collection</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Immunology Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>The journal of clinical endocrinology and metabolism</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Agbaje, Andrew O</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Longitudinal Mediating Effect of Fat Mass and Lipids on Sedentary Time, Light PA, and MVPA with Inflammation in Youth</atitle><jtitle>The journal of clinical endocrinology and metabolism</jtitle><addtitle>J Clin Endocrinol Metab</addtitle><date>2023-12-01</date><risdate>2023</risdate><volume>108</volume><issue>12</issue><spage>3250</spage><epage>3259</epage><pages>3250-3259</pages><issn>0021-972X</issn><issn>1945-7197</issn><eissn>1945-7197</eissn><abstract>Abstract
Context
Inflammation has been associated with atherosclerosis and metabolic disorders in youth. Preventing inflammation through exposure to different accelerometer-based movement behaviors has not been longitudinally examined.
Objective
This work aimed to examine the mediating role of fat mass, lipids, and insulin resistance on the associations of cumulative sedentary time (ST), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) with inflammation.
Methods
From the Avon Longitudinal Study of Parents and Children, United Kingdom, 792 children with data on at least 2 time-point measures of accelerometer-based ST, LPA, and MVPA during age 11, 15, and 24 years follow-up clinic visits with complete high-sensitivity C-reactive protein (hsCRP) measures at age 15, 17, and 24 years were studied. Mediating associations were examined using structural equation models. When the magnitude of the association between the exposure and outcome is increased after including a third variable, suppression occurred but mediation if decreased.
Results
Among 792 (58% female; mean [SD] age at baseline, 11.7 [0.2] years), ST increased, LPA decreased, and MVPA had a U-shaped increase while hsCRP increased during 13-year follow-up. Insulin resistance partly suppressed (23.5% suppression) the positive associations of ST with hsCRP among participants who were overweight/obese. Fat mass partly mediated (30% mediation) the negative associations of LPA with hsCRP. Fat mass had a 77% mediation effect on the negative associations of MVPA with hsCRP.
Conclusion
ST worsens inflammation, but increased LPA had a 2-fold inflammatory-lowering effect and was more resistant to the attenuating effect of fat mass compared with MVPA, and hence should be targeted in future interventions.</abstract><cop>US</cop><pub>Oxford University Press</pub><pmid>37310686</pmid><doi>10.1210/clinem/dgad354</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-5138-3441</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Accelerometry Adolescent Age Analysis Arteriosclerosis Atherosclerosis Body fat Body Mass Index C-Reactive Protein Child Exercise Female Humans Infant Inflammation Insulin Insulin Resistance Lipids Longitudinal Studies Male Mediation Metabolic disorders Physical activity Sedentary Behavior Teenagers Type 2 diabetes Youth |
title | Longitudinal Mediating Effect of Fat Mass and Lipids on Sedentary Time, Light PA, and MVPA with Inflammation in Youth |
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