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Association of obesity with headache among US children and adolescents: Evidence from NHANES 1999-2004

BACKGROUND: Children and adolescents increasingly commonly suffer from obesity and headache. It has been confirmed that there is an association between obesity and headache in adults; however, evidence of such an association in paediatric populations is still controversial. Therefore, this study exa...

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Autores principales: Bu, Xin-Xin, Zhu, Liang-Hua, Wang, Ze-Mu, Lu, Chao, Chen, Hui, Yu, Di
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849580/
https://www.ncbi.nlm.nih.gov/pubmed/36686472
http://dx.doi.org/10.3389/fendo.2022.1072419
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author Bu, Xin-Xin
Zhu, Liang-Hua
Wang, Ze-Mu
Lu, Chao
Chen, Hui
Yu, Di
author_facet Bu, Xin-Xin
Zhu, Liang-Hua
Wang, Ze-Mu
Lu, Chao
Chen, Hui
Yu, Di
author_sort Bu, Xin-Xin
collection PubMed
description BACKGROUND: Children and adolescents increasingly commonly suffer from obesity and headache. It has been confirmed that there is an association between obesity and headache in adults; however, evidence of such an association in paediatric populations is still controversial. Therefore, this study examined the relationship between obesity and headache among children and adolescents in the US. METHODS: The cross-sectional data of 3948 participants were obtained from the National Health and Nutrition Examination Survey 1999–2004. Weighted logistic regression models were applied to investigate the association between obesity and headache. Subgroup analysis stratified by sex and age was performed to explore the potential difference in the association of paediatric obesity with headache. The performance of paediatric obesity on headache was assessed by receiver operating characteristic (ROC) curve. RESULTS: The present study involved 3948 participants, of whom 713 (18.1%) had headache. Compared to those without headache, participants with headache tended to be girls and adolescents, have less calcium intake, and have higher levels of body mass index (BMI), C-reactive protein (CRP), serum ferritin and triglycerides (TGs) (all P < 0.05). After fully adjusting for potential confounders, the ORs with 95% CIs for headache were 1.03 (0.58–1.54) and 1.25 (0.68–2.30) for overweight and obese participants in comparison with normal-weight controls, respectively, implying no association of paediatric obesity with headache independent of other potential confounding factors. In addition, although higher odds of headache were noted in girls and adolescents (aged 10–17 years), no statistically significant difference was found across any subgroups. The area under the ROC (AUC) of paediatric obesity on headache was 0.634. CONCLUSIONS: In summary, our study indicated that obesity is not associated with headache among US children and adolescents. Further prospective studies with larger sample size are needed to validate our findings.
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spelling pubmed-98495802023-01-20 Association of obesity with headache among US children and adolescents: Evidence from NHANES 1999-2004 Bu, Xin-Xin Zhu, Liang-Hua Wang, Ze-Mu Lu, Chao Chen, Hui Yu, Di Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Children and adolescents increasingly commonly suffer from obesity and headache. It has been confirmed that there is an association between obesity and headache in adults; however, evidence of such an association in paediatric populations is still controversial. Therefore, this study examined the relationship between obesity and headache among children and adolescents in the US. METHODS: The cross-sectional data of 3948 participants were obtained from the National Health and Nutrition Examination Survey 1999–2004. Weighted logistic regression models were applied to investigate the association between obesity and headache. Subgroup analysis stratified by sex and age was performed to explore the potential difference in the association of paediatric obesity with headache. The performance of paediatric obesity on headache was assessed by receiver operating characteristic (ROC) curve. RESULTS: The present study involved 3948 participants, of whom 713 (18.1%) had headache. Compared to those without headache, participants with headache tended to be girls and adolescents, have less calcium intake, and have higher levels of body mass index (BMI), C-reactive protein (CRP), serum ferritin and triglycerides (TGs) (all P < 0.05). After fully adjusting for potential confounders, the ORs with 95% CIs for headache were 1.03 (0.58–1.54) and 1.25 (0.68–2.30) for overweight and obese participants in comparison with normal-weight controls, respectively, implying no association of paediatric obesity with headache independent of other potential confounding factors. In addition, although higher odds of headache were noted in girls and adolescents (aged 10–17 years), no statistically significant difference was found across any subgroups. The area under the ROC (AUC) of paediatric obesity on headache was 0.634. CONCLUSIONS: In summary, our study indicated that obesity is not associated with headache among US children and adolescents. Further prospective studies with larger sample size are needed to validate our findings. Frontiers Media S.A. 2023-01-05 /pmc/articles/PMC9849580/ /pubmed/36686472 http://dx.doi.org/10.3389/fendo.2022.1072419 Text en Copyright © 2023 Bu, Zhu, Wang, Lu, Chen and Yu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Endocrinology
Bu, Xin-Xin
Zhu, Liang-Hua
Wang, Ze-Mu
Lu, Chao
Chen, Hui
Yu, Di
Association of obesity with headache among US children and adolescents: Evidence from NHANES 1999-2004
title Association of obesity with headache among US children and adolescents: Evidence from NHANES 1999-2004
title_full Association of obesity with headache among US children and adolescents: Evidence from NHANES 1999-2004
title_fullStr Association of obesity with headache among US children and adolescents: Evidence from NHANES 1999-2004
title_full_unstemmed Association of obesity with headache among US children and adolescents: Evidence from NHANES 1999-2004
title_short Association of obesity with headache among US children and adolescents: Evidence from NHANES 1999-2004
title_sort association of obesity with headache among us children and adolescents: evidence from nhanes 1999-2004
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849580/
https://www.ncbi.nlm.nih.gov/pubmed/36686472
http://dx.doi.org/10.3389/fendo.2022.1072419
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