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Obesity and overweight as risk factors for low back pain in children and adolescents: a meta-analysis
Background Childhood obesity and overweight are associated with musculoskeletal pain, but the association between low back pain (LBP) and overweight/obesity in this population needs clarification. The objective of this meta-analysis is to ascertain the relationship between LBP and obesity/overweight...
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Published in: | International Journal of Obesity 2024-05, Vol.48 (5), p.612-625 |
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container_title | International Journal of Obesity |
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creator | García-Moreno, José Manuel Calvo-Muñoz, Inmaculada Gómez-Conesa, Antonia López-López, José Antonio |
description | Background
Childhood obesity and overweight are associated with musculoskeletal pain, but the association between low back pain (LBP) and overweight/obesity in this population needs clarification. The objective of this meta-analysis is to ascertain the relationship between LBP and obesity/overweight in children and adolescents.
Methods
Various databases and specialized journals were queried from inception to October 2022. Encompassed were all studies examining the association between overweight or obesity and LBP among participants aged 6 to 18 years. The ROBINS-E tool was employed to assess bias. Random-effects models were used to pool results across studies, with location-scale models used to search for moderator variables where evidence of heterogeneity was found.
Results
In total, 34 studies were incorporated. Four studies had a low risk of bias, while the remaining studies had some concerns. Nine studies evinced an association between overweight and LBP, in contrast to normal weight, yielding an OR of 1.13 (95% CI 1.10–1.16) and no heterogeneity. Eight studies demonstrated a similar association between obesity and LBP compared to normal weight, with an OR of 1.27 (95% CI 1.20–1.34) and no heterogeneity. Ten studies established an association between overweight/obesity and LBP compared to normal weight, yielding an OR of 1.18 (95% CI 1.14–1.23) and no heterogeneity. Finally, nineteen studies showcased an association between body mass index (BMI) and LBP, with an OR of 1.19 (95% CI 1.03–1.39) with evidence of heterogeneity. For this last analysis, we compared the mean BMI in groups and transformed results to log OR, and then retransformed to OR.
Conclusion
Overweight and obesity may be risk factors for LBP in children and adolescents. The association between LBP and obesity appears to be stronger than with overweight. However, the analysis revealed considerable heterogeneity and risk of bias across studies. |
doi_str_mv | 10.1038/s41366-024-01475-w |
format | article |
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Childhood obesity and overweight are associated with musculoskeletal pain, but the association between low back pain (LBP) and overweight/obesity in this population needs clarification. The objective of this meta-analysis is to ascertain the relationship between LBP and obesity/overweight in children and adolescents.
Methods
Various databases and specialized journals were queried from inception to October 2022. Encompassed were all studies examining the association between overweight or obesity and LBP among participants aged 6 to 18 years. The ROBINS-E tool was employed to assess bias. Random-effects models were used to pool results across studies, with location-scale models used to search for moderator variables where evidence of heterogeneity was found.
Results
In total, 34 studies were incorporated. Four studies had a low risk of bias, while the remaining studies had some concerns. Nine studies evinced an association between overweight and LBP, in contrast to normal weight, yielding an OR of 1.13 (95% CI 1.10–1.16) and no heterogeneity. Eight studies demonstrated a similar association between obesity and LBP compared to normal weight, with an OR of 1.27 (95% CI 1.20–1.34) and no heterogeneity. Ten studies established an association between overweight/obesity and LBP compared to normal weight, yielding an OR of 1.18 (95% CI 1.14–1.23) and no heterogeneity. Finally, nineteen studies showcased an association between body mass index (BMI) and LBP, with an OR of 1.19 (95% CI 1.03–1.39) with evidence of heterogeneity. For this last analysis, we compared the mean BMI in groups and transformed results to log OR, and then retransformed to OR.
Conclusion
Overweight and obesity may be risk factors for LBP in children and adolescents. The association between LBP and obesity appears to be stronger than with overweight. However, the analysis revealed considerable heterogeneity and risk of bias across studies.</description><identifier>ISSN: 0307-0565</identifier><identifier>EISSN: 1476-5497</identifier><identifier>DOI: 10.1038/s41366-024-01475-w</identifier><identifier>PMID: 38273033</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>692/499 ; 692/700/1720 ; Adolescent ; Adolescents ; Back pain ; Bias ; Body mass index ; Body size ; Body weight ; Child ; Children ; Epidemiology ; Female ; Health Promotion and Disease Prevention ; Heterogeneity ; Humans ; Internal Medicine ; Low back pain ; Low Back Pain - epidemiology ; Low Back Pain - etiology ; Male ; Medicine ; Medicine & Public Health ; Meta-analysis ; Metabolic Diseases ; Obesity ; Overweight ; Overweight - complications ; Overweight - epidemiology ; Pain ; Pediatric Obesity - complications ; Pediatric Obesity - epidemiology ; Public Health ; Review Article ; Risk Factors ; Scale models ; Teenagers</subject><ispartof>International Journal of Obesity, 2024-05, Vol.48 (5), p.612-625</ispartof><rights>The Author(s), under exclusive licence to Springer Nature Limited 2024. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>2024. The Author(s), under exclusive licence to Springer Nature Limited.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c326t-7e97b438644a4a556d56d17b194d13293dd4200193bae06563bb5ae56add44fa3</cites><orcidid>0000-0001-8270-2580 ; 0000-0001-6213-4424 ; 0000-0001-9448-4998 ; 0000-0002-9655-3616</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/38273033$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>García-Moreno, José Manuel</creatorcontrib><creatorcontrib>Calvo-Muñoz, Inmaculada</creatorcontrib><creatorcontrib>Gómez-Conesa, Antonia</creatorcontrib><creatorcontrib>López-López, José Antonio</creatorcontrib><title>Obesity and overweight as risk factors for low back pain in children and adolescents: a meta-analysis</title><title>International Journal of Obesity</title><addtitle>Int J Obes</addtitle><addtitle>Int J Obes (Lond)</addtitle><description>Background
Childhood obesity and overweight are associated with musculoskeletal pain, but the association between low back pain (LBP) and overweight/obesity in this population needs clarification. The objective of this meta-analysis is to ascertain the relationship between LBP and obesity/overweight in children and adolescents.
Methods
Various databases and specialized journals were queried from inception to October 2022. Encompassed were all studies examining the association between overweight or obesity and LBP among participants aged 6 to 18 years. The ROBINS-E tool was employed to assess bias. Random-effects models were used to pool results across studies, with location-scale models used to search for moderator variables where evidence of heterogeneity was found.
Results
In total, 34 studies were incorporated. Four studies had a low risk of bias, while the remaining studies had some concerns. Nine studies evinced an association between overweight and LBP, in contrast to normal weight, yielding an OR of 1.13 (95% CI 1.10–1.16) and no heterogeneity. Eight studies demonstrated a similar association between obesity and LBP compared to normal weight, with an OR of 1.27 (95% CI 1.20–1.34) and no heterogeneity. Ten studies established an association between overweight/obesity and LBP compared to normal weight, yielding an OR of 1.18 (95% CI 1.14–1.23) and no heterogeneity. Finally, nineteen studies showcased an association between body mass index (BMI) and LBP, with an OR of 1.19 (95% CI 1.03–1.39) with evidence of heterogeneity. For this last analysis, we compared the mean BMI in groups and transformed results to log OR, and then retransformed to OR.
Conclusion
Overweight and obesity may be risk factors for LBP in children and adolescents. The association between LBP and obesity appears to be stronger than with overweight. However, the analysis revealed considerable heterogeneity and risk of bias across studies.</description><subject>692/499</subject><subject>692/700/1720</subject><subject>Adolescent</subject><subject>Adolescents</subject><subject>Back pain</subject><subject>Bias</subject><subject>Body mass index</subject><subject>Body size</subject><subject>Body weight</subject><subject>Child</subject><subject>Children</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Health Promotion and Disease Prevention</subject><subject>Heterogeneity</subject><subject>Humans</subject><subject>Internal Medicine</subject><subject>Low back pain</subject><subject>Low Back Pain - epidemiology</subject><subject>Low Back Pain - etiology</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Meta-analysis</subject><subject>Metabolic Diseases</subject><subject>Obesity</subject><subject>Overweight</subject><subject>Overweight - complications</subject><subject>Overweight - epidemiology</subject><subject>Pain</subject><subject>Pediatric Obesity - complications</subject><subject>Pediatric Obesity - epidemiology</subject><subject>Public Health</subject><subject>Review Article</subject><subject>Risk Factors</subject><subject>Scale models</subject><subject>Teenagers</subject><issn>0307-0565</issn><issn>1476-5497</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kU9rFEEQxRtRzCb6BTxIgxcvrdV_Z8abBDVCIJfk3NTM1CSTzE6vXbNZ9tunzUaFHISCbqjfe1XUE-Kdhk8abP2ZnbYhKDBOgXaVV7sXYlU-QXnXVC_FCixUCnzwR-KY-RYAvAfzWhzZ2lQWrF0JumiJx2Uvce5luqe8o_H6ZpHIMo98JwfslpRZDinLKe1ki92d3OA4y1LdzTj1meZHMfZpIu5oXviLRLmmBRXOOO155Dfi1YAT09un90Rcff92eXqmzi9-_Dz9eq46a8KiKmqq1tk6OIcOvQ99KV21unG9tqaxfe8MgG5siwTBB9u2HskHLA03oD0RHw--m5x-bYmXuB7LStOEM6UtR9OYBkINvi7oh2fobdrmsi_HcrVKB13YQpkD1eXEnGmImzyuMe-jhvg7hHgIIZYQ4mMIcVdE75-st-2a-r-SP1cvgD0AXFrzNeV_s_9j-wBXUpH1</recordid><startdate>20240501</startdate><enddate>20240501</enddate><creator>García-Moreno, José Manuel</creator><creator>Calvo-Muñoz, Inmaculada</creator><creator>Gómez-Conesa, Antonia</creator><creator>López-López, José Antonio</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</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>7T2</scope><scope>7TK</scope><scope>7TS</scope><scope>C1K</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-8270-2580</orcidid><orcidid>https://orcid.org/0000-0001-6213-4424</orcidid><orcidid>https://orcid.org/0000-0001-9448-4998</orcidid><orcidid>https://orcid.org/0000-0002-9655-3616</orcidid></search><sort><creationdate>20240501</creationdate><title>Obesity and overweight as risk factors for low back pain in children and adolescents: a meta-analysis</title><author>García-Moreno, José Manuel ; Calvo-Muñoz, Inmaculada ; Gómez-Conesa, Antonia ; López-López, José Antonio</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c326t-7e97b438644a4a556d56d17b194d13293dd4200193bae06563bb5ae56add44fa3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>692/499</topic><topic>692/700/1720</topic><topic>Adolescent</topic><topic>Adolescents</topic><topic>Back pain</topic><topic>Bias</topic><topic>Body mass index</topic><topic>Body size</topic><topic>Body weight</topic><topic>Child</topic><topic>Children</topic><topic>Epidemiology</topic><topic>Female</topic><topic>Health Promotion and Disease Prevention</topic><topic>Heterogeneity</topic><topic>Humans</topic><topic>Internal Medicine</topic><topic>Low back pain</topic><topic>Low Back Pain - epidemiology</topic><topic>Low Back Pain - etiology</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Meta-analysis</topic><topic>Metabolic Diseases</topic><topic>Obesity</topic><topic>Overweight</topic><topic>Overweight - complications</topic><topic>Overweight - epidemiology</topic><topic>Pain</topic><topic>Pediatric Obesity - complications</topic><topic>Pediatric Obesity - epidemiology</topic><topic>Public Health</topic><topic>Review Article</topic><topic>Risk Factors</topic><topic>Scale models</topic><topic>Teenagers</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>García-Moreno, José Manuel</creatorcontrib><creatorcontrib>Calvo-Muñoz, Inmaculada</creatorcontrib><creatorcontrib>Gómez-Conesa, Antonia</creatorcontrib><creatorcontrib>López-López, José Antonio</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Physical Education Index</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>International Journal of Obesity</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>García-Moreno, José Manuel</au><au>Calvo-Muñoz, Inmaculada</au><au>Gómez-Conesa, Antonia</au><au>López-López, José Antonio</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Obesity and overweight as risk factors for low back pain in children and adolescents: a meta-analysis</atitle><jtitle>International Journal of Obesity</jtitle><stitle>Int J Obes</stitle><addtitle>Int J Obes (Lond)</addtitle><date>2024-05-01</date><risdate>2024</risdate><volume>48</volume><issue>5</issue><spage>612</spage><epage>625</epage><pages>612-625</pages><issn>0307-0565</issn><eissn>1476-5497</eissn><abstract>Background
Childhood obesity and overweight are associated with musculoskeletal pain, but the association between low back pain (LBP) and overweight/obesity in this population needs clarification. The objective of this meta-analysis is to ascertain the relationship between LBP and obesity/overweight in children and adolescents.
Methods
Various databases and specialized journals were queried from inception to October 2022. Encompassed were all studies examining the association between overweight or obesity and LBP among participants aged 6 to 18 years. The ROBINS-E tool was employed to assess bias. Random-effects models were used to pool results across studies, with location-scale models used to search for moderator variables where evidence of heterogeneity was found.
Results
In total, 34 studies were incorporated. Four studies had a low risk of bias, while the remaining studies had some concerns. Nine studies evinced an association between overweight and LBP, in contrast to normal weight, yielding an OR of 1.13 (95% CI 1.10–1.16) and no heterogeneity. Eight studies demonstrated a similar association between obesity and LBP compared to normal weight, with an OR of 1.27 (95% CI 1.20–1.34) and no heterogeneity. Ten studies established an association between overweight/obesity and LBP compared to normal weight, yielding an OR of 1.18 (95% CI 1.14–1.23) and no heterogeneity. Finally, nineteen studies showcased an association between body mass index (BMI) and LBP, with an OR of 1.19 (95% CI 1.03–1.39) with evidence of heterogeneity. For this last analysis, we compared the mean BMI in groups and transformed results to log OR, and then retransformed to OR.
Conclusion
Overweight and obesity may be risk factors for LBP in children and adolescents. The association between LBP and obesity appears to be stronger than with overweight. However, the analysis revealed considerable heterogeneity and risk of bias across studies.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>38273033</pmid><doi>10.1038/s41366-024-01475-w</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0001-8270-2580</orcidid><orcidid>https://orcid.org/0000-0001-6213-4424</orcidid><orcidid>https://orcid.org/0000-0001-9448-4998</orcidid><orcidid>https://orcid.org/0000-0002-9655-3616</orcidid></addata></record> |
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subjects | 692/499 692/700/1720 Adolescent Adolescents Back pain Bias Body mass index Body size Body weight Child Children Epidemiology Female Health Promotion and Disease Prevention Heterogeneity Humans Internal Medicine Low back pain Low Back Pain - epidemiology Low Back Pain - etiology Male Medicine Medicine & Public Health Meta-analysis Metabolic Diseases Obesity Overweight Overweight - complications Overweight - epidemiology Pain Pediatric Obesity - complications Pediatric Obesity - epidemiology Public Health Review Article Risk Factors Scale models Teenagers |
title | Obesity and overweight as risk factors for low back pain in children and adolescents: a meta-analysis |
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