Haibing Xiong, Shiying Ye, Meng Ye, Xinhong Tian, Yutong Chen, Can Huang, Jiajie Leng, Tingting Chen, Letai Li
{"title":"Central obesity is more closely associated with type 2 diabetes in the middle-aged and elderly population in China than body mass index.","authors":"Haibing Xiong, Shiying Ye, Meng Ye, Xinhong Tian, Yutong Chen, Can Huang, Jiajie Leng, Tingting Chen, Letai Li","doi":"10.20960/nh.06838","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>the appropriate anthropometric indicator for identifying prevalent type 2 diabetes mellitus (T2DM) in Chinese adults, who often develop the disease at lower BMI levels, remains uncertain.</p><p><strong>Methods: </strong>we conducted a dual-study analysis integrating longitudinal and cross-sectional evidence. First, using the Global Burden of Disease (GBD) 2023 data, we assessed the long-term trends (1990-2023) in T2DM burden attributable to high BMI among Chinese adults aged ≥ 45 years. Second, using cross-sectional data from the China Health and Retirement Longitudinal Study (CHARLS, 2015 wave, n = 8,841), we evaluated and compared the associations of eight anthropometric indices-BMI, waist circumference (WC), waist-to-height ratio (WHtR), body roundness index (BRI), conicity index (CI), weight-adjusted waist index (WWI), tri-ponderal mass index (TMI), and a body shape index (ABSI)-with prevalent T2DM.</p><p><strong>Results: </strong>GBD analysis showed a sustained increase in the age-standardized burden of high BMI-attributable T2DM from 1990 to 2023, with greater rises in men than in women. In the CHARLS analysis, central obesity-related indices-particularly BRI, WC, and WHtR-showed relatively strong associations with prevalent T2DM and slightly higher discriminative performance (areas under the curve [AUC] ≈ 0.67) than BMI (AUC = 0.66) and other indices. BRI, WC, and WHtR demonstrated robust, stable associations across all demographic and lifestyle subgroups. ABSI showed the lowest discriminative ability (AUC = 0.59).</p><p><strong>Conclusion: </strong>central obesity-related anthropometric indices, especially BRI, WC, and WHtR, showed slightly better performance than BMI in identifying prevalent T2DM among middle-aged and older Chinese adults. These findings, against the backdrop of a longitudinally increasing population-level burden, highlight the value of incorporating simple waist-based indices into diabetes screening and prevention strategies in China.</p>","PeriodicalId":19385,"journal":{"name":"Nutricion hospitalaria","volume":" ","pages":""},"PeriodicalIF":1.3000,"publicationDate":"2026-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nutricion hospitalaria","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.20960/nh.06838","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0
Abstract
Background: the appropriate anthropometric indicator for identifying prevalent type 2 diabetes mellitus (T2DM) in Chinese adults, who often develop the disease at lower BMI levels, remains uncertain.
Methods: we conducted a dual-study analysis integrating longitudinal and cross-sectional evidence. First, using the Global Burden of Disease (GBD) 2023 data, we assessed the long-term trends (1990-2023) in T2DM burden attributable to high BMI among Chinese adults aged ≥ 45 years. Second, using cross-sectional data from the China Health and Retirement Longitudinal Study (CHARLS, 2015 wave, n = 8,841), we evaluated and compared the associations of eight anthropometric indices-BMI, waist circumference (WC), waist-to-height ratio (WHtR), body roundness index (BRI), conicity index (CI), weight-adjusted waist index (WWI), tri-ponderal mass index (TMI), and a body shape index (ABSI)-with prevalent T2DM.
Results: GBD analysis showed a sustained increase in the age-standardized burden of high BMI-attributable T2DM from 1990 to 2023, with greater rises in men than in women. In the CHARLS analysis, central obesity-related indices-particularly BRI, WC, and WHtR-showed relatively strong associations with prevalent T2DM and slightly higher discriminative performance (areas under the curve [AUC] ≈ 0.67) than BMI (AUC = 0.66) and other indices. BRI, WC, and WHtR demonstrated robust, stable associations across all demographic and lifestyle subgroups. ABSI showed the lowest discriminative ability (AUC = 0.59).
Conclusion: central obesity-related anthropometric indices, especially BRI, WC, and WHtR, showed slightly better performance than BMI in identifying prevalent T2DM among middle-aged and older Chinese adults. These findings, against the backdrop of a longitudinally increasing population-level burden, highlight the value of incorporating simple waist-based indices into diabetes screening and prevention strategies in China.
期刊介绍:
The journal Nutrición Hospitalaria was born following the SENPE Bulletin (1981-1983) and the SENPE journal (1984-1985). It is the official organ of expression of the Spanish Society of Clinical Nutrition and Metabolism. Throughout its 36 years of existence has been adapting to the rhythms and demands set by the scientific community and the trends of the editorial processes, being its most recent milestone the achievement of Impact Factor (JCR) in 2009. Its content covers the fields of the sciences of nutrition, with special emphasis on nutritional support.