Liu Xianling, Zheng Wei, Sun Yan, Li Yansong, Pan Yiting, Wang Kai, Lu Miao, Xu Di
Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, Jiangsu 210029, China.
Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, Jiangsu 210029, China.
Prev Med. 2025 May;194:108273. doi: 10.1016/j.ypmed.2025.108273. Epub 2025 Mar 24.
The relationship among body mass index (BMI), Charlson comorbidity index (CCI), and depression forms a complex interplay that affects both physical and mental health. However, whether CCI mediates the association between BMI and depression remains unclear. In this study, we aimed to elucidate the mediating role of CCI in the relationship between BMI and depression.
This study used data from the National Health and Nutrition Examination Survey, a program of the National Center for Health Statistics in the United States, including 23,639 participants from 2007 to 2020. Wilcoxon rank-sum and Rao-Scott adjusted chi-square tests were employed to compare characteristics between adults with and without depression. Weighted logistic regression and restricted cubic spline models were applied to investigate the pairwise associations among BMI, CCI, and depression. Mediation analysis was performed to assess whether CCI mediated the relationship between BMI and depression.
Of the 23,639 participants, 2128 (9.0 %) had depression. Significant associations were observed between BMI and CCI; CCI and depression; and BMI and depression (P < 0.001). A U-shaped relationship between BMI and depression odds was identified, with the lowest odds at a BMI of 23 kg/m. Mediation analysis revealed that CCI partially mediated the BMI-depression relationship, accounting for 19.5 % of the total effect.
The results suggest that CCI plays a mediating role in the association between BMI and depression, and that improved chronic disease management may be associated with lower odds of depression in high BMI populations.
体重指数(BMI)、查尔森合并症指数(CCI)与抑郁症之间的关系构成了一个复杂的相互作用,影响着身心健康。然而,CCI是否介导BMI与抑郁症之间的关联仍不清楚。在本研究中,我们旨在阐明CCI在BMI与抑郁症关系中的中介作用。
本研究使用了美国国家卫生统计中心的一项计划——国家健康与营养检查调查的数据,包括2007年至2020年的23639名参与者。采用Wilcoxon秩和检验和Rao-Scott校正卡方检验比较有抑郁症和无抑郁症成年人的特征。应用加权逻辑回归和受限立方样条模型研究BMI、CCI和抑郁症之间的两两关联。进行中介分析以评估CCI是否介导BMI与抑郁症之间的关系。
在23639名参与者中,2128名(9.0%)患有抑郁症。观察到BMI与CCI、CCI与抑郁症、BMI与抑郁症之间存在显著关联(P<0.001)。确定了BMI与抑郁几率之间呈U形关系,BMI为23kg/m²时几率最低。中介分析显示,CCI部分介导了BMI与抑郁症之间的关系,占总效应的19.5%。
结果表明,CCI在BMI与抑郁症的关联中起中介作用,改善慢性病管理可能与高BMI人群中较低的抑郁症几率相关。