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ORIGINAL RESEARCH article
Front. Nutr.
Sec. Clinical Nutrition
Volume 12 - 2025 | doi: 10.3389/fnut.2025.1534464
This article is part of the Research Topic The Relationship between Nutrition and Frailty/Multimorbidity: Prevention and Clinical Nutritional Management View all 7 articles
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AbstractThis study used NHANES data from 2007 to 2018 to examine the relationship between frailty and the Body Roundness Index (BRI) in U.S. people 60 years of age and older. BRI =364.2 - 365.5 × sqrt(1 - (wc / (2π))^2 / (Height / 2)^2). The degree of frailty was assessed by the frailty index (≥ 0.25). The relationship between frailty and BRI was examined using weighted multivariate logistic regression. To account for potential non-linear patterns, generalized additive modeling (GAM) was utilized, and the ability of BRI to predict frailty was assessed using receiver operating characteristic (ROC) analysis.Results showed that BRI was significantly and positively associated with prevalence of frailty, with a 34% increase in prevalence of frailty per unit increase in a fully adjusted model (OR: 1.34, 95% CI: 1.28, 1.40; p<0.0001). The GAM model showed a significant nonlinear relationship and threshold effect.This study indicates that a higher BRI is closely linked to the onset of frailty in older adults, although additional confirmation through large-scale prospective studies is required.
Keywords: Body roundness index, Frailty, Obesity, NHANES, cross-sectional study Body Roundness Index, Cross-sectional study
Received: 26 Nov 2024; Accepted: 20 Feb 2025.
Copyright: © 2025 Xu, Sun, Chen, Lin, Hu and Luo. 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) or licensor 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.
* Correspondence:
Xiaobing Luo, Department of Sports Medicine, Sichuan Provincial Orthopedics Hospital, Chengdu, China
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