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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

Association between body roundness index and frailty in older Americans: a cross-sectional study of NHANES 2007-2018

Provisionally accepted
Jie Xu Jie Xu 1Min Sun Min Sun 2Meng Chen Meng Chen 3Zan Lin Zan Lin 2Yong Hu Yong Hu 2Xiaobing Luo Xiaobing Luo 1*
  • 1 Department of Sports Medicine, Sichuan Provincial Orthopedics Hospital, Chengdu, China
  • 2 Department of Knee Sports Injury, Sichuan Provincial Orthopedics Hospital, Chengdu, Sichuan Province, China
  • 3 Department of Emergency Medicine, Nanchong Hospital of Traditional Chinese Medicine,, Nanchong, Anhui Province, China

The final, formatted version of the article will be published soon.

    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

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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