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Body roundness index outperforms traditional obesity metrics in predicting cardiometabolic risk among children and adolescents: the EMSNGS study

Title: Body roundness index outperforms traditional obesity metrics in predicting cardiometabolic risk among children and adolescents: the EMSNGS study
Authors: Qifa Hu; Zhongwei Xu; Zhe Su; Zhuoguang Li; Xiu Zhao; Lili Pan; Li Wang
Source: Frontiers in Nutrition, Vol 13 (2026)
Publisher Information: Frontiers Media S.A.
Publication Year: 2026
Collection: Directory of Open Access Journals: DOAJ Articles
Subject Terms: a body shape index; adolescent; body roundness index; cardiometabolic risk index; cardiovascular disease; children; Nutrition. Foods and food supply; TX341-641
Description: ObjectiveNovel obesity indices, the body roundness index (BRI) and a body shape index (ABSI), have been proved to be superior over body mass index (BMI) for predicting metabolic syndrome and cardiovascular events in adults. However, their performance in pediatric populations remains unexplored.Study designA large-scale cross-sectional study, Evaluation and Monitoring on School-based Nutrition and Growth in Shenzhen (EMSNGS) project, was conducted in 2021 including 4,794 children and adolescents aged 6–17 years. Quantile regression models were used to analyse factors influencing ABSI and BRI. Associations between the 2 novel obesity indices and cardiovascular metabolic risk index (CMRI) were evaluated using logistic regression and receiver operating characteristic (ROC) curves.ResultsIn total, 1,971 participants (1,131 boys, 840 girls) exhibited CMRI ≥1. BRI was associated with pubertal development and weight status in both sexes. ABSI was only associated with weight status. BRI was associated with CMRI ≥1, whereas ABSI was not (P > 0.05). Compared with waist-to-hip ratio, waist-to-height ratio, and BMI, BRI at the 75th percentile (BRI P75th) demonstrated optimal sensitivity–specificity balance. The area under the ROC curve (95% CI), sensitivity, specificity, and Youden index were 0.752 (0.732–0.771), 71.3%, 79.1%, and 0.504 for boys and 0.693 (0.670–0.716), 61.8%, 76.8%, and 0.386 for girls, respectively.ConclusionAfter adjustment for sex and pubertal stages, BRI P75th remained significantly associated with elevated cardiometabolic risk in children and adolescents, supporting its potential utility as an early screening indicator.
Document Type: article in journal/newspaper
Language: English
Relation: https://www.frontiersin.org/articles/10.3389/fnut.2026.1760511/full; https://doaj.org/toc/2296-861X; https://doaj.org/article/c41d0f7094dc437a961514d2cb7a8de3
DOI: 10.3389/fnut.2026.1760511
Availability: https://doi.org/10.3389/fnut.2026.1760511; https://doaj.org/article/c41d0f7094dc437a961514d2cb7a8de3
Accession Number: edsbas.9B61620E
Database: BASE