Leung Cindy W, Uriarte Alessandra, Patel Minal R, Miller Markell, Spring Eileen, Wolfson Julia A, Cohen Alicia J, Heisler Michele, Hao Wei
Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, Michigan, USA.
Obesity (Silver Spring). 2025 Jul;33(7):1375-1385. doi: 10.1002/oby.24297. Epub 2025 Jun 17.
This retrospective cohort study examined BMI as a mediator and moderator of the association between food insecurity and diabetes.
Data came from the electronic health records of 74,174 primary care patients at a large academic medical center. We used multivariate Poisson regression models to examine the association between food insecurity and diabetes. We used causal mediation analysis to evaluate the direct and indirect effects by which BMI mediates and moderates this association and the extent to which these effects varied by age, sex, and race and ethnicity.
During the 5-year period, 6.2% of patients were newly diagnosed with diabetes. Food insecurity was associated with a higher risk of diabetes (relative risk [RR] 1.19, 95% CI: 1.03-1.36) after multivariate adjustment. In mediation analysis, BMI was a significant mediator of the association between food insecurity and diabetes (natural indirect effect: RR 1.10, 95% CI: 1.06-1.14). When accounting for an interaction with BMI, BMI remained a significant mediator (natural indirect effect: RR 1.12, 95% CI: 1.0-1.17). In subgroup analyses, the mediator-moderator effect of BMI was stronger among adults <45 years old and female patients; there were no differences by race or ethnicity.
Our findings support BMI as a mediator and moderator of the association between food insecurity and diabetes.
本回顾性队列研究考察了体重指数(BMI)作为粮食不安全与糖尿病之间关联的中介变量和调节变量的情况。
数据来自一家大型学术医疗中心74174名初级保健患者的电子健康记录。我们使用多变量泊松回归模型来考察粮食不安全与糖尿病之间的关联。我们采用因果中介分析来评估BMI介导和调节这种关联的直接和间接效应,以及这些效应在年龄、性别、种族和族裔方面的变化程度。
在5年期间,6.2%的患者新诊断为糖尿病。多变量调整后,粮食不安全与糖尿病风险较高相关(相对风险[RR]1.19,95%置信区间:1.03 - 1.36)。在中介分析中,BMI是粮食不安全与糖尿病之间关联的显著中介变量(自然间接效应:RR 1.10,95%置信区间:1.06 - 1.14)。考虑与BMI的交互作用时,BMI仍然是显著的中介变量(自然间接效应:RR 1.12,95%置信区间:1.0 - 1.17)。在亚组分析中,BMI的中介 - 调节效应在45岁以下成年人和女性患者中更强;种族或族裔之间无差异。
我们的研究结果支持BMI作为粮食不安全与糖尿病之间关联的中介变量和调节变量。