Zhang Fenglin, Shi Wenhua, Wen Jingwei, Cao Haiming, Xu Wenjing, Lan Taohua, Jiang Wei, Chen Xiankun, Lu Weihui
Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Front Endocrinol (Lausanne). 2025 Feb 25;16:1532344. doi: 10.3389/fendo.2025.1532344. eCollection 2025.
The body roundness index (BRI) and circadian syndrome (CircS) are considered new risk factors for cardiovascular disease (CVD), yet it remains uncertain whether elevated BRI is associated with CVD incidence in CircS patients. In this study, we investigated the association between BRI and CVD occurrence among CircS participants.
We conducted a retrospective cohort study involving 8,888 participants aged ≥45 years from the China Health and Retirement Longitudinal Study (CHARLS 2011-2020 wave). CircS was evaluated with a combination of the International Diabetes Federation (IDF) MetS, along with short sleep duration and depression. The threshold for CircS was established at ≥4. In the first phase, the receiver operating characteristic (ROC) curves were used to evaluate the accuracy of diagnosing CircS according to baseline BRI. During the 9-year follow-up, the associations between BRI and CVD incidence in CircS patients were explored by employing logistic regression, restricted cubic spline (RCS) analysis, and subgroup analysis.
BRI demonstrated an independent association with CircS, and multivariable-adjusted restricted cubic spline analyses suggested "J-shaped" associations between BRI and risk of CircS. BRI demonstrated better diagnostic performance in diagnosing CircS compared to general obesity indices such as ABSI (AUC: 0.617), BMI (AUC: 0.746), and WC (AUC: 0.722), with an AUC of 0.760. After a 9-year follow-up, BRI was found to be independently associated with the occurrence of CVD in CircS patients, and the associations between incident CVD and the second, third, and fourth BRI quartiles were 1.30 (95% CI: 0.991.69), 1.32 (95% CI: 1.011.72), and 1.59 (95% CI: 1.21~2.08), respectively, relative to the first BRI quartile. Then, we assessed the relationship between other obesity indices and the CVD occurrence, and likewise observed a significant effect in the fourth quartile.
BRI was independently associated with CircS, outperforming obesity indices such as BMI and WC in identifying individuals with CircS. During the 9-year follow-up, elevated BRI levels was significantly associated with CVD incidence among CircS patients, especially in men. Thus, early identification of high-risk populations with CircS and elevated BRI levels may help promote healthy aging among middle-aged and elderly individuals.
身体圆润度指数(BRI)和昼夜节律综合征(CircS)被认为是心血管疾病(CVD)的新危险因素,但BRI升高是否与CircS患者的CVD发病率相关仍不确定。在本研究中,我们调查了CircS参与者中BRI与CVD发生之间的关联。
我们进行了一项回顾性队列研究,纳入了来自中国健康与养老追踪调查(CHARLS 2011 - 2020轮次)的8888名年龄≥45岁的参与者。CircS通过国际糖尿病联盟(IDF)代谢综合征、短睡眠时间和抑郁的组合进行评估。CircS的阈值设定为≥4。在第一阶段,使用受试者工作特征(ROC)曲线根据基线BRI评估诊断CircS的准确性。在9年的随访期间,采用逻辑回归、限制性立方样条(RCS)分析和亚组分析探讨CircS患者中BRI与CVD发病率之间的关联。
BRI与CircS呈独立关联,多变量调整后的限制性立方样条分析表明BRI与CircS风险之间存在“J形”关联。与一般肥胖指数如ABSI(AUC:0.617)、BMI(AUC:0.746)和WC(AUC:0.722)相比,BRI在诊断CircS方面表现出更好的诊断性能,AUC为0.760。经过9年的随访,发现BRI与CircS患者的CVD发生独立相关,相对于第一BRI四分位数,CVD事件与第二、第三和第四BRI四分位数之间的关联分别为1.30(95%CI:0.991.69)、1.32(95%CI:1.011.72)和1.59(95%CI:1.21~2.08)。然后,我们评估了其他肥胖指数与CVD发生之间的关系,同样在第四四分位数中观察到显著影响。
BRI与CircS独立相关,在识别CircS个体方面优于BMI和WC等肥胖指数。在9年的随访期间,BRI水平升高与CircS患者的CVD发病率显著相关,尤其是在男性中。因此,早期识别CircS和BRI水平升高的高危人群可能有助于促进中老年个体的健康老龄化。