{"title":"Weight-Adjusted Waist Index as a Novel Predictor of Chronic Obstructive Pulmonary Disease: Evidence from NHANES 2013-2018.","authors":"Hongjin Wang, Weiming Chen, Feilong Guo, Zengkai Xu, Xin Luo, Jiahuang Wu, Yong Zhu, Zhisheng Wang","doi":"10.2147/COPD.S513853","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Chronic obstructive pulmonary disease (COPD) is a major global health burden. The weight-adjusted waist index (WWI), a novel adiposity metric, may improve COPD risk prediction, but its association remains underexplored.</p><p><strong>Methods: </strong>Using the National Health and Nutrition Examination Survey (NHANES) 2013-2018 data (n=15,278), we assessed the WWI-COPD relationship via multivariable logistic regression, ROC analysis, and subgroup evaluations.</p><p><strong>Results: </strong>Higher WWI tertiles correlated with elevated COPD incidence. After full adjustment, each WWI unit increase linked to 70% higher COPD risk (OR=1.70, 95% CI: 1.48-1.95). Participants in the highest quartile of WWI faced a 290% increased risk compared to the lowest quartile (OR=3.90, 95% CI: 2.60-5.86). WWI (AUC=0.707) outperformed BMI (AUC=0.525) and waist circumference (AUC=0.609) in COPD prediction. A nonlinear threshold effect emerged at WWI=12.54. Subgroup analyses confirmed robustness across demographics.</p><p><strong>Conclusion: </strong>WWI is a simple, cost-effective tool for early COPD detection, outperforming BMI and waist circumference, especially in resource-limited settings, enabling timely intervention and reducing disease burden.</p>","PeriodicalId":48818,"journal":{"name":"International Journal of Chronic Obstructive Pulmonary Disease","volume":"20 ","pages":"1625-1638"},"PeriodicalIF":2.7000,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12105629/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Chronic Obstructive Pulmonary Disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2147/COPD.S513853","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Chronic obstructive pulmonary disease (COPD) is a major global health burden. The weight-adjusted waist index (WWI), a novel adiposity metric, may improve COPD risk prediction, but its association remains underexplored.
Methods: Using the National Health and Nutrition Examination Survey (NHANES) 2013-2018 data (n=15,278), we assessed the WWI-COPD relationship via multivariable logistic regression, ROC analysis, and subgroup evaluations.
Results: Higher WWI tertiles correlated with elevated COPD incidence. After full adjustment, each WWI unit increase linked to 70% higher COPD risk (OR=1.70, 95% CI: 1.48-1.95). Participants in the highest quartile of WWI faced a 290% increased risk compared to the lowest quartile (OR=3.90, 95% CI: 2.60-5.86). WWI (AUC=0.707) outperformed BMI (AUC=0.525) and waist circumference (AUC=0.609) in COPD prediction. A nonlinear threshold effect emerged at WWI=12.54. Subgroup analyses confirmed robustness across demographics.
Conclusion: WWI is a simple, cost-effective tool for early COPD detection, outperforming BMI and waist circumference, especially in resource-limited settings, enabling timely intervention and reducing disease burden.
期刊介绍:
An international, peer-reviewed journal of therapeutics and pharmacology focusing on concise rapid reporting of clinical studies and reviews in COPD. Special focus will be given to the pathophysiological processes underlying the disease, intervention programs, patient focused education, and self management protocols. This journal is directed at specialists and healthcare professionals