# Nonlinear relationship between body roundness index and prevalence of rheumatoid arthritis in American adults

**Authors:** Xingze Cao, Yongtao Tan, Qiufeng Feng, Pei Ye, Hui Sun, Xuehui Zang

PMC · DOI: 10.3389/fnut.2025.1585318 · Frontiers in Nutrition · 2025-07-18

## TL;DR

This study finds that higher body roundness index is linked to increased rheumatoid arthritis risk in American adults.

## Contribution

It reveals a nonlinear relationship between body roundness index and rheumatoid arthritis prevalence using U.S. health data.

## Key findings

- Participants with rheumatoid arthritis had significantly higher body roundness index than those without.
- A critical body roundness index threshold of 5.47 was identified, above which the association with rheumatoid arthritis weakens.
- The positive association remained stable after adjusting for various covariates.

## Abstract

The Body Roundness Index (BRI) assesses obesity and fat distribution, yet its correlation with rheumatoid arthritis (RA) is unclear. This study investigated the association between BRI and RA prevalence.

Using NHANES data from 2011–2018, we conducted a cross-sectional analysis. Logistic regression assessed the BRI-RA relationship, adjusting for various variables. Restricted cubic splines and threshold saturation analysis explored nonlinear associations. Subgroup and sensitivity analyses confirmed the robustness of findings.

A total of 19,875 participants were included in the cross-sectional study. Participants with RA had significantly higher BRI compared with non-RA participants. Logistic regression showed that BRI was positively associated with RA prevalence (OR = 1.14, 95% CI = 1.10–1.17). This positive association remained stable after the inclusion of different covariates (OR = 1.07, 95% CI = 1.02–1.13). Threshold saturation analysis determined a critical BRI value of 5.47, below which the association was strong and above which the association was weakened. Subgroup and sensitivity analyses were consistent with the results of this study.

In American adults, higher BRI levels are significantly associated with RA prevalence. Monitoring BRI may help identify individuals at high risk for RA, providing a new perspective on health management.

## Linked entities

- **Diseases:** rheumatoid arthritis (MONDO:0008383)

## Full-text entities

- **Diseases:** obesity (MESH:D009765), RA (MESH:D001172)

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12313493/full.md

## References

61 references — full list in the complete paper: https://tomesphere.com/paper/PMC12313493/full.md

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Source: https://tomesphere.com/paper/PMC12313493