{"title":"Association between waist-to-height ratio and headache symptoms in U.S. youth: A nationwide cross-sectional study","authors":"Xinyu Lei , Liu Wang , Ruilin He, Zongbin Jiang","doi":"10.1016/j.orcp.2025.07.002","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>To examine the association between waist-to-height ratio (WHtR), a marker of central adiposity, and the odds of frequent or severe headaches, including migraines, in U.S. children and adolescents.</div></div><div><h3>Methods</h3><div>We analyzed 8915 participants aged 8–19 years in the 1999–2004 National Health and Nutrition Examination Survey (NHANES). WHtR was calculated as waist circumference divided by height and scaled by 10 to reflect the effect of a 0.1-unit increase. We applied survey-weighted logistic regression models to estimate associations between WHtR and self-reported headache status, adjusting for demographic, metabolic, and behavioral covariates. Additional interaction and sensitivity analyses were conducted to assess effect modification and robustness.</div></div><div><h3>Results</h3><div>Each 0.1-unit increase in WHtR was associated with a 26 % higher odds of reporting headaches (OR = 1.26, 95 % CI: 1.15, 1.38; <em>p</em> < 0.001). Compared to the lowest quartile (Q1), participants in the highest quartile (Q4) had 34 % greater odds (OR = 1.34, 95 % CI: 1.06, 1.70). Restricted cubic spline models demonstrated a linear dose–response association (<em>p</em> for nonlinearity = 0.96). The association remained robust across multiple sensitivity analyses.</div></div><div><h3>Conclusion</h3><div>WHtR was linearly associated with the odds of frequent or severe headaches in U.S. youth. Although the cross-sectional design limits causal inference, WHtR may serve as a simple and developmentally stable marker for identifying obesity-related neurological symptoms, warranting further longitudinal investigation.</div></div>","PeriodicalId":19408,"journal":{"name":"Obesity research & clinical practice","volume":"19 4","pages":"Pages 303-309"},"PeriodicalIF":2.5000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Obesity research & clinical practice","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1871403X25000912","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
Abstract
Objective
To examine the association between waist-to-height ratio (WHtR), a marker of central adiposity, and the odds of frequent or severe headaches, including migraines, in U.S. children and adolescents.
Methods
We analyzed 8915 participants aged 8–19 years in the 1999–2004 National Health and Nutrition Examination Survey (NHANES). WHtR was calculated as waist circumference divided by height and scaled by 10 to reflect the effect of a 0.1-unit increase. We applied survey-weighted logistic regression models to estimate associations between WHtR and self-reported headache status, adjusting for demographic, metabolic, and behavioral covariates. Additional interaction and sensitivity analyses were conducted to assess effect modification and robustness.
Results
Each 0.1-unit increase in WHtR was associated with a 26 % higher odds of reporting headaches (OR = 1.26, 95 % CI: 1.15, 1.38; p < 0.001). Compared to the lowest quartile (Q1), participants in the highest quartile (Q4) had 34 % greater odds (OR = 1.34, 95 % CI: 1.06, 1.70). Restricted cubic spline models demonstrated a linear dose–response association (p for nonlinearity = 0.96). The association remained robust across multiple sensitivity analyses.
Conclusion
WHtR was linearly associated with the odds of frequent or severe headaches in U.S. youth. Although the cross-sectional design limits causal inference, WHtR may serve as a simple and developmentally stable marker for identifying obesity-related neurological symptoms, warranting further longitudinal investigation.
期刊介绍:
The aim of Obesity Research & Clinical Practice (ORCP) is to publish high quality clinical and basic research relating to the epidemiology, mechanism, complications and treatment of obesity and the complication of obesity. Studies relating to the Asia Oceania region are particularly welcome, given the increasing burden of obesity in Asia Pacific, compounded by specific regional population-based and genetic issues, and the devastating personal and economic consequences. The journal aims to expose health care practitioners, clinical researchers, basic scientists, epidemiologists, and public health officials in the region to all areas of obesity research and practice. In addition to original research the ORCP publishes reviews, patient reports, short communications, and letters to the editor (including comments on published papers). The proceedings and abstracts of the Annual Meeting of the Asia Oceania Association for the Study of Obesity is published as a supplement each year.