ORIGINAL RESEARCH article
Front. Nutr.
Sec. Nutritional Epidemiology
Volume 12 - 2025 | doi: 10.3389/fnut.2025.1604398
Association between body roundness index and risks of all-cause and cardiovascular mortality in adults with metabolic dysfunctionassociated steatotic liver disease: NHANES 1999-2018
Provisionally accepted- Department of Occupational Health and Environmental Health, School of Public Health, Guangxi Medical University, Nanning, Guangx, China
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
Background: Visceral obesity is an important risk factor for the development and progression of metabolic dysfunction-associated steatotic liver disease (MASLD). The body roundness index (BRI) is a novel indicator that demonstrates a stronger correlation with visceral fat than other anthropometric indices. However, the association between the BRI and mortality risk in patients with MASLD remains unclear. Therefore, this study investigated the relationship between the BRI and the risks of all-cause and cardiovascular disease mortality among patients with MASLD.Methods: This study included 7,386 adults aged ≥18 years with MASLD, utilizing data from the National Health and Nutrition Examination Survey (NHANES) database spanning from 1999 to 2018. The assessment of MASLD was conducted based on the Fatty Liver Index (FLI). To examine the relationship between the BRI and mortality risks, multivariable Cox proportional hazards regression models, trend analysis, and restricted cubic spline curves were employed. Additionally, subgroup analyses were conducted to assess whether the association between the BRI and mortality varied across different subgroups.Results: In total, 1,249 participant deaths were recorded during a median follow-up period of 115 months, of which 404 were attributed to cardiovascular disease. After adjusting for multiple covariates in the fully adjusted model, the risk of all-cause mortality was increased by 27% (HR 1.27, 95% CI 1.00–1.60) and 52% (HR 1.52, 95% CI 1.18–1.96) in BRI quartiles 3 to 4 (Q3–Q4) compared with Q1, respectively. Similarly, the risk of cardiovascular disease mortality was increased by 61% (HR 1.61, 95% CI 1.05–2.46), 62% (HR 1.62, 95% CI 1.03–2.53), and 144% (HR 2.44, 95% CI 1.46–4.09) in BRI quartiles 2 to 4 (Q2–Q4) compared with Q1, respectively. The restricted cubic spline curves indicated a linear relationship between the BRI and both all-cause and cardiovascular disease mortality (P for non-linearity > 0.05).Conclusions: In this nationally representative sample of adults with MASLD from the non-institutionalized civilian population in the United States, the BRI served as an independent predictor of both all-cause and cardiovascular disease mortality. Specifically, higher BRI values were associated with increased risks of both all-cause and cardiovascular disease mortality among patients with MASLD.
Keywords: Metabolic dysfunction-associated steatotic liver disease, Body roundness index, Allcause mortality, Cardiovascular disease mortality, NHANES
Received: 01 Apr 2025; Accepted: 23 Jun 2025.
Copyright: © 2025 Yi and Yang. 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: Li Yang, Department of Occupational Health and Environmental Health, School of Public Health, Guangxi Medical University, Nanning, Guangx, 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.