Adiposity measured by body roundness index is significantly associated with increased stroke prevalence: a population-based cross-sectional study

Background: Stroke remains a major cause of disability and death. While central adiposity may contribute to vascular risk, the role of the body roundness index (BRI) (a waist-height-derived anthropometric indicator) in community screening populations is not well defined. We therefore investigated the association between BRI and prevalent stroke in a community-based screening sample. Methods: Using data from a ChinaHEART cohort branch (6,858 adults), BRI was calculated from anthropometric measurements. Prevalent stroke was ascertained by self-reported physician diagnosis. Receiver operating characteristic (ROC) analysis was used to determine the optimal BRI cutoff. Logistic regression, adjusted for age, sex, marital status, smoking, alcohol use, hypertension, diabetes, blood pressure, fasting glucose, and lipid parameters, was performed to examine the association between BRI and prevalent stroke. Restricted cubic spline (RCS) analysis and subgroup/interaction analyses were further conducted. Results: Among 6,858 participants, 192 (2.8%) reported prior stroke. The bootstrap-derived BRI cutoff was 4.597 (95% CI 4.149-4.798). High BRI (≥4.6) was associated with higher odds of prevalent stroke in the fully adjusted model (OR 1.766, 95% CI 1.279-2.438). BRI alone showed limited discrimination (AUC 0.584), while multivariable models achieved higher AUC (0.740 in the fully adjusted model). Adding BRI produced ΔAUC increases. RCS showed no evidence of nonlinearity. Conclusions: Our findings support BRI as a simple, non-invasive anthropometric measure that may offer complementary discriminatory information for community screening/triage; prospective studies with validated outcomes are warranted to confirm clinical utility.

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Journal
Frontiers in Endocrinology
Published
2026-04-01
DOI
https://doi.org/10.3389/fendo.2026.1761630
Primary Topic
Cardiovascular Disease and Adiposity
Type
article
Field-Weighted Citation Impact
0.00

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article

Adiposity measured by body roundness index is significantly associated with increased stroke prevalence: a population-based cross-sectional study

Zhiwei Huang, Guirang Zhao, Yi-Xiang Wang, Yijun Song et al.
Frontiers in Endocrinology
Cardiovascular Disease and Adiposity
article

Adiposity measured by body roundness index is significantly associated with increased stroke prevalence: a population-based cross-sectional study

Zhiwei Huang, Guirang Zhao, Yi-Xiang Wang, Yijun Song, Jirui Cai, Haoran Wang, Jianwei Xiong, Li Guo, Qiaotao Xie, Shengming Huang
article en

Abstract

Background: Stroke remains a major cause of disability and death. While central adiposity may contribute to vascular risk, the role of the body roundness index (BRI) (a waist-height-derived anthropometric indicator) in community screening populations is not well defined. We therefore investigated the association between BRI and prevalent stroke in a community-based screening sample. Methods: Using data from a ChinaHEART cohort branch (6,858 adults), BRI was calculated from anthropometric measurements. Prevalent stroke was ascertained by self-reported physician diagnosis. Receiver operating characteristic (ROC) analysis was used to determine the optimal BRI cutoff. Logistic regression, adjusted for age, sex, marital status, smoking, alcohol use, hypertension, diabetes, blood pressure, fasting glucose, and lipid parameters, was performed to examine the association between BRI and prevalent stroke. Restricted cubic spline (RCS) analysis and subgroup/interaction analyses were further conducted. Results: Among 6,858 participants, 192 (2.8%) reported prior stroke. The bootstrap-derived BRI cutoff was 4.597 (95% CI 4.149-4.798). High BRI (≥4.6) was associated with higher odds of prevalent stroke in the fully adjusted model (OR 1.766, 95% CI 1.279-2.438). BRI alone showed limited discrimination (AUC 0.584), while multivariable models achieved higher AUC (0.740 in the fully adjusted model). Adding BRI produced ΔAUC increases. RCS showed no evidence of nonlinearity. Conclusions: Our findings support BRI as a simple, non-invasive anthropometric measure that may offer complementary discriminatory information for community screening/triage; prospective studies with validated outcomes are warranted to confirm clinical utility.

Frontiers in EndocrinologyVol. 17
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Tianjin Medical University General Hospital (CN), Henan University of Technology (CN), Henan University of Engineering (CN), Luohe Medical College (CN), National Clinical Research (US), Taiwan Centers for Disease Control (TW), Institute of Hematology & Blood Diseases Hospital (CN), Tianjin haihe hospital (CN), Henan Agricultural University (CN)
National Natural Science Foundation of China, Henan Provincial Science and Technology Research Project
Openalex Percentile: Top 33%
Cardiovascular Disease and Adiposity
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