Gao Haoyue, Zhang Rundong, Wang Peipei, Liu Dai, Han Jianxing, Wang Bei
Department of Respiratory, The Second Hospital of Shanxi Medical University, Taiyuan, China.
Department of Stomatology, The Second Hospital of Shanxi Medical University, Taiyuan, China.
Front Nutr. 2025 Mar 26;12:1531006. doi: 10.3389/fnut.2025.1531006. eCollection 2025.
This study aimed to assess the relationship between body roundness index (BRI) and obstructive sleep apnea (OSA) risk and the difference in the ability of BRI and body mass index (BMI) to identify people at high risk for OSA in different conditions.
This study was based on the National Health and Nutrition Examination Survey (NHANES) from 2005 to 2008 and 2015 to 2018. Participants were categorized into OSA high-risk and OSA low-risk groups questionnaires about sleep. The potential relationship between BRI and high risk for OSA was explored using several statistical methods, including weighted logistic regression models, receiver operating characteristic curves (ROC), restricted cubic spline curves (RCS), interaction tests, and subgroup analyses.
A total of 9,495 participants were included in this study, including 3,155 in the high-risk group and 6,340 in the low-risk group. In the crude model, BRI was positively associated with a high risk for OSA (OR = 1.23; 95% CI: 1.20-1.27). After adjusting for all covariates, higher BRI quartiles (Q4) were positively associated with high risk for OSA (OR = 3.22; 95% CI: 2.57-4.04). The RCS demonstrated that BRI was non-linearly associated with OSA risk. ROC analyses showed that BRI was better at identifying those at high risk for OSA in the normal-weight population than BMI. Subgroup analyses revealed stronger correlations in non-hypertensive and non-smoking populations.
There is a non-linear positive correlation between BRI and OSA risk, and early monitoring and managing BRI can help to identify people at high risk for OSA as early as possible and reduce the risk.
本研究旨在评估身体圆润度指数(BRI)与阻塞性睡眠呼吸暂停(OSA)风险之间的关系,以及BRI和体重指数(BMI)在不同条件下识别OSA高危人群能力的差异。
本研究基于2005年至2008年以及2015年至2018年的美国国家健康与营养检查调查(NHANES)。通过睡眠问卷将参与者分为OSA高危组和OSA低危组。使用多种统计方法探索BRI与OSA高风险之间的潜在关系,包括加权逻辑回归模型、受试者工作特征曲线(ROC)、受限立方样条曲线(RCS)、交互作用检验和亚组分析。
本研究共纳入9495名参与者,其中高危组3155名,低危组6340名。在粗模型中,BRI与OSA高风险呈正相关(OR = 1.23;95%CI:1.20 - 1.27)。调整所有协变量后,较高的BRI四分位数(Q4)与OSA高风险呈正相关(OR = 3.22;95%CI:2.57 - 4.04)。RCS表明BRI与OSA风险呈非线性相关。ROC分析显示,在正常体重人群中,BRI在识别OSA高危人群方面比BMI更好。亚组分析显示,在非高血压和非吸烟人群中相关性更强。
BRI与OSA风险之间存在非线性正相关,早期监测和管理BRI有助于尽早识别OSA高危人群并降低风险。