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Associations between paediatric obesity, chemical mixtures and environmental factors, in a national cross‐sectional study of Canadian children
Summary Background Whilst single chemical exposures are suspected to be obesogenic, the combined role of chemical mixtures in paediatric obesity is not well understood. Objectives We aimed to evaluate the potential associations between chemical mixtures and obesity in a population‐based sample of Ca...
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Published in: | Pediatric obesity 2024-08, Vol.19 (8), p.e13117-n/a |
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container_title | Pediatric obesity |
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creator | Dugandzic, Rose Konstantelos, Natalia Yu, Yamei Lavigne, Eric Srugo, Sebastian Lang, Justin J. Larsen, Kristian Pollock, Tyler Villeneuve, Paul Thomson, Errol M. MacPherson, Miranda Dales, Robert Cakmak, Sabit |
description | Summary
Background
Whilst single chemical exposures are suspected to be obesogenic, the combined role of chemical mixtures in paediatric obesity is not well understood.
Objectives
We aimed to evaluate the potential associations between chemical mixtures and obesity in a population‐based sample of Canadian children.
Methods
We ascertained biomonitoring and health data for children aged 3–11 from the cross‐sectional Canadian Health Measures Survey from 2007 to 2019. Several chemicals of interest were measured in blood or urine and paediatric obesity was defined based on measured anthropometrics. Using quantile‐based G computational analysis, we quantified the effects of three chemical mixtures selected a priori. Models were adjusted for sociodemographic and environmental factors identified through a directed acyclic graph. Results are presented through adjusted relative risks (RR) with 95% confidence intervals (95% CI).
Results
We included 9147 children. Of these, 24.1% were overweight or obese. Exposure to the mixture of bisphenol A, acrylamide, glycidamide, metals, parabens and arsenic increased the risk of childhood overweight or obesity by 45% (95% CI 1.09, 1.93), obesity by 109% (95% CI 1.27, 3.42) and central obesity by 82% (95% CI 1.30, 2.56).
Conclusions
Our findings support the role of early childhood chemical exposures in paediatric obesity and the potential combined effects of chemicals. |
doi_str_mv | 10.1111/ijpo.13117 |
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Background
Whilst single chemical exposures are suspected to be obesogenic, the combined role of chemical mixtures in paediatric obesity is not well understood.
Objectives
We aimed to evaluate the potential associations between chemical mixtures and obesity in a population‐based sample of Canadian children.
Methods
We ascertained biomonitoring and health data for children aged 3–11 from the cross‐sectional Canadian Health Measures Survey from 2007 to 2019. Several chemicals of interest were measured in blood or urine and paediatric obesity was defined based on measured anthropometrics. Using quantile‐based G computational analysis, we quantified the effects of three chemical mixtures selected a priori. Models were adjusted for sociodemographic and environmental factors identified through a directed acyclic graph. Results are presented through adjusted relative risks (RR) with 95% confidence intervals (95% CI).
Results
We included 9147 children. Of these, 24.1% were overweight or obese. Exposure to the mixture of bisphenol A, acrylamide, glycidamide, metals, parabens and arsenic increased the risk of childhood overweight or obesity by 45% (95% CI 1.09, 1.93), obesity by 109% (95% CI 1.27, 3.42) and central obesity by 82% (95% CI 1.30, 2.56).
Conclusions
Our findings support the role of early childhood chemical exposures in paediatric obesity and the potential combined effects of chemicals.</description><identifier>ISSN: 2047-6302</identifier><identifier>ISSN: 2047-6310</identifier><identifier>EISSN: 2047-6310</identifier><identifier>DOI: 10.1111/ijpo.13117</identifier><identifier>PMID: 38872449</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Inc</publisher><subject>Arsenic ; chemicals ; Childrens health ; CHMS ; Clinical outcomes ; environmental factors ; Environmental health ; Environmental monitoring ; Health risks ; mixtures ; Obesity ; Overweight ; paediatric obesity ; Pediatrics</subject><ispartof>Pediatric obesity, 2024-08, Vol.19 (8), p.e13117-n/a</ispartof><rights>2024 His Majesty the King in Right of Canada. published by John Wiley & Sons Ltd on behalf of World Obesity Federation. Reproduced with the permission of the Minister of Health Canada.</rights><rights>2024 His Majesty the King in Right of Canada. Pediatric Obesity published by John Wiley & Sons Ltd on behalf of World Obesity Federation. Reproduced with the permission of the Minister of Health Canada.</rights><rights>2024. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2827-76d270ce1ba931acc430bba5f31594e52d934ba3d74054cfdc2928a051e0649a3</cites><orcidid>0000-0003-4100-8650</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38872449$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Dugandzic, Rose</creatorcontrib><creatorcontrib>Konstantelos, Natalia</creatorcontrib><creatorcontrib>Yu, Yamei</creatorcontrib><creatorcontrib>Lavigne, Eric</creatorcontrib><creatorcontrib>Srugo, Sebastian</creatorcontrib><creatorcontrib>Lang, Justin J.</creatorcontrib><creatorcontrib>Larsen, Kristian</creatorcontrib><creatorcontrib>Pollock, Tyler</creatorcontrib><creatorcontrib>Villeneuve, Paul</creatorcontrib><creatorcontrib>Thomson, Errol M.</creatorcontrib><creatorcontrib>MacPherson, Miranda</creatorcontrib><creatorcontrib>Dales, Robert</creatorcontrib><creatorcontrib>Cakmak, Sabit</creatorcontrib><title>Associations between paediatric obesity, chemical mixtures and environmental factors, in a national cross‐sectional study of Canadian children</title><title>Pediatric obesity</title><addtitle>Pediatr Obes</addtitle><description>Summary
Background
Whilst single chemical exposures are suspected to be obesogenic, the combined role of chemical mixtures in paediatric obesity is not well understood.
Objectives
We aimed to evaluate the potential associations between chemical mixtures and obesity in a population‐based sample of Canadian children.
Methods
We ascertained biomonitoring and health data for children aged 3–11 from the cross‐sectional Canadian Health Measures Survey from 2007 to 2019. Several chemicals of interest were measured in blood or urine and paediatric obesity was defined based on measured anthropometrics. Using quantile‐based G computational analysis, we quantified the effects of three chemical mixtures selected a priori. Models were adjusted for sociodemographic and environmental factors identified through a directed acyclic graph. Results are presented through adjusted relative risks (RR) with 95% confidence intervals (95% CI).
Results
We included 9147 children. Of these, 24.1% were overweight or obese. Exposure to the mixture of bisphenol A, acrylamide, glycidamide, metals, parabens and arsenic increased the risk of childhood overweight or obesity by 45% (95% CI 1.09, 1.93), obesity by 109% (95% CI 1.27, 3.42) and central obesity by 82% (95% CI 1.30, 2.56).
Conclusions
Our findings support the role of early childhood chemical exposures in paediatric obesity and the potential combined effects of chemicals.</description><subject>Arsenic</subject><subject>chemicals</subject><subject>Childrens health</subject><subject>CHMS</subject><subject>Clinical outcomes</subject><subject>environmental factors</subject><subject>Environmental health</subject><subject>Environmental monitoring</subject><subject>Health risks</subject><subject>mixtures</subject><subject>Obesity</subject><subject>Overweight</subject><subject>paediatric obesity</subject><subject>Pediatrics</subject><issn>2047-6302</issn><issn>2047-6310</issn><issn>2047-6310</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNp9kc1KHTEUx4NUVKwbH6AEuini1XzNZGYpl35YBF3oejiTnKG5zCS3yYz27nwEn7FP0twPXXThgZBw8uN3OPwJOeXsgue6dItluOCSc71HjgRTelZKzj68vZk4JCcpLViukvGSqQNyKKtKC6XqI_JylVIwDkYXfKItjk-Ini4Bbe5FZ2hoMblxdU7NLxycgZ4O7s84RUwUvKXoH10MfkA_5q8OzBhiOqfOU6B-Y81tE0NKf59fEppdJ42TXdHQ0Tl4yKN81rveRvQfyX4HfcKT3X1MHr59vZ__mN3cfr-eX93MjKiEnunSCs0M8hZqycEYJVnbQtFJXtQKC2FrqVqQVitWKNNZI2pRASs4slLVII_Jl613GcPvCdPYDC4Z7HvwGKbUSFZWuqglqzP6-T90EaaY11hTuhKqyidTZ1tqs23ErllGN0BcNZw166iadVTNJqoMf9opp3ZA-4a-BpMBvgWeXI-rd1TN9c-72630HwVRoW8</recordid><startdate>202408</startdate><enddate>202408</enddate><creator>Dugandzic, Rose</creator><creator>Konstantelos, Natalia</creator><creator>Yu, Yamei</creator><creator>Lavigne, Eric</creator><creator>Srugo, Sebastian</creator><creator>Lang, Justin J.</creator><creator>Larsen, Kristian</creator><creator>Pollock, Tyler</creator><creator>Villeneuve, Paul</creator><creator>Thomson, Errol M.</creator><creator>MacPherson, Miranda</creator><creator>Dales, Robert</creator><creator>Cakmak, Sabit</creator><general>John Wiley & Sons, Inc</general><general>Wiley Subscription Services, Inc</general><scope>24P</scope><scope>WIN</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-4100-8650</orcidid></search><sort><creationdate>202408</creationdate><title>Associations between paediatric obesity, chemical mixtures and environmental factors, in a national cross‐sectional study of Canadian children</title><author>Dugandzic, Rose ; Konstantelos, Natalia ; Yu, Yamei ; Lavigne, Eric ; Srugo, Sebastian ; Lang, Justin J. ; Larsen, Kristian ; Pollock, Tyler ; Villeneuve, Paul ; Thomson, Errol M. ; MacPherson, Miranda ; Dales, Robert ; Cakmak, Sabit</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2827-76d270ce1ba931acc430bba5f31594e52d934ba3d74054cfdc2928a051e0649a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Arsenic</topic><topic>chemicals</topic><topic>Childrens health</topic><topic>CHMS</topic><topic>Clinical outcomes</topic><topic>environmental factors</topic><topic>Environmental health</topic><topic>Environmental monitoring</topic><topic>Health risks</topic><topic>mixtures</topic><topic>Obesity</topic><topic>Overweight</topic><topic>paediatric obesity</topic><topic>Pediatrics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dugandzic, Rose</creatorcontrib><creatorcontrib>Konstantelos, Natalia</creatorcontrib><creatorcontrib>Yu, Yamei</creatorcontrib><creatorcontrib>Lavigne, Eric</creatorcontrib><creatorcontrib>Srugo, Sebastian</creatorcontrib><creatorcontrib>Lang, Justin J.</creatorcontrib><creatorcontrib>Larsen, Kristian</creatorcontrib><creatorcontrib>Pollock, Tyler</creatorcontrib><creatorcontrib>Villeneuve, Paul</creatorcontrib><creatorcontrib>Thomson, Errol M.</creatorcontrib><creatorcontrib>MacPherson, Miranda</creatorcontrib><creatorcontrib>Dales, Robert</creatorcontrib><creatorcontrib>Cakmak, Sabit</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Wiley Free Archive</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Pediatric obesity</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dugandzic, Rose</au><au>Konstantelos, Natalia</au><au>Yu, Yamei</au><au>Lavigne, Eric</au><au>Srugo, Sebastian</au><au>Lang, Justin J.</au><au>Larsen, Kristian</au><au>Pollock, Tyler</au><au>Villeneuve, Paul</au><au>Thomson, Errol M.</au><au>MacPherson, Miranda</au><au>Dales, Robert</au><au>Cakmak, Sabit</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Associations between paediatric obesity, chemical mixtures and environmental factors, in a national cross‐sectional study of Canadian children</atitle><jtitle>Pediatric obesity</jtitle><addtitle>Pediatr Obes</addtitle><date>2024-08</date><risdate>2024</risdate><volume>19</volume><issue>8</issue><spage>e13117</spage><epage>n/a</epage><pages>e13117-n/a</pages><issn>2047-6302</issn><issn>2047-6310</issn><eissn>2047-6310</eissn><abstract>Summary
Background
Whilst single chemical exposures are suspected to be obesogenic, the combined role of chemical mixtures in paediatric obesity is not well understood.
Objectives
We aimed to evaluate the potential associations between chemical mixtures and obesity in a population‐based sample of Canadian children.
Methods
We ascertained biomonitoring and health data for children aged 3–11 from the cross‐sectional Canadian Health Measures Survey from 2007 to 2019. Several chemicals of interest were measured in blood or urine and paediatric obesity was defined based on measured anthropometrics. Using quantile‐based G computational analysis, we quantified the effects of three chemical mixtures selected a priori. Models were adjusted for sociodemographic and environmental factors identified through a directed acyclic graph. Results are presented through adjusted relative risks (RR) with 95% confidence intervals (95% CI).
Results
We included 9147 children. Of these, 24.1% were overweight or obese. Exposure to the mixture of bisphenol A, acrylamide, glycidamide, metals, parabens and arsenic increased the risk of childhood overweight or obesity by 45% (95% CI 1.09, 1.93), obesity by 109% (95% CI 1.27, 3.42) and central obesity by 82% (95% CI 1.30, 2.56).
Conclusions
Our findings support the role of early childhood chemical exposures in paediatric obesity and the potential combined effects of chemicals.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Inc</pub><pmid>38872449</pmid><doi>10.1111/ijpo.13117</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-4100-8650</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Arsenic chemicals Childrens health CHMS Clinical outcomes environmental factors Environmental health Environmental monitoring Health risks mixtures Obesity Overweight paediatric obesity Pediatrics |
title | Associations between paediatric obesity, chemical mixtures and environmental factors, in a national cross‐sectional study of Canadian children |
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