Life-Course Trajectories of Body Mass Index, Insulin Resistance, and Incident Diabetes in Chinese Adults.

IF 4.1
Zhi Yuan Ning, Jing Lan Zhang, Bing Bing Fan, Yan Lin Qu, Chang Su, Tao Zhang
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Abstract

Objective: This study aimed to explore the interplay between the life-course body mass index (BMI) trajectories and insulin resistance (IR) on incident diabetes.

Methods: This longitudinal cohort included 2,336 participants who had BMI repeatedly measured 3-8 times between 1989 and 2009, as well as glucose and insulin measured in 2009. BMI trajectories were identified using a latent class growth mixed model. The interplay between BMI trajectories and IR on diabetes was explored using the four-way effect decomposition method. Logistic regression and mediation models were used to estimate the interaction and mediation effects, respectively.

Results: Three distinct BMI trajectory groups were identified: low-stable ( n = 1,625), medium-increasing ( n = 613), and high-increasing ( n = 98). Both interaction and mediation effects of BMI trajectories and IR on incident diabetes were significant ( P < 0.05). The proportion of incident diabetes was higher in the IR-obesity than in the insulin-sensitivity (IS) obesity group (18.9% vs. 5.8%, P < 0.001). After adjusting for covariates, the odds ratios (95% confidence intervals) of the IR, IS-obesity, and IR-obesity groups vs. the normal group were 3.22 (2.05, 5.16), 2.05 (1.00, 3.97), and 7.98 (5.19, 12.62), respectively. IR mediated 10.7% of the total effect of BMI trajectories on incident diabetes ( P < 0.001).

Conclusion: We found strong interactions and weak mediation effects of IR on the relationship between life-course BMI trajectories and incident diabetes. IS-obesity is associated with a lower risk of incident diabetes than IR-obesity.

中国成人体重指数、胰岛素抵抗和糖尿病发病率的生命轨迹
目的:探讨生命历程体重指数(BMI)轨迹与胰岛素抵抗(IR)在糖尿病发病中的相互作用。方法:该纵向队列包括2336名参与者,他们在1989年至2009年期间重复测量BMI 3-8次,并在2009年测量葡萄糖和胰岛素。使用潜在类别增长混合模型确定BMI轨迹。采用四向效应分解法探讨BMI轨迹与IR对糖尿病的相互作用。采用Logistic回归和中介模型分别评估交互作用和中介效应。结果:确定了三个不同的BMI轨迹组:低稳定组(n = 1625)、中升高组(n = 613)和高升高组(n = 98)。BMI轨迹和IR对糖尿病发病的交互作用和中介作用均显著(P < 0.05)。ir肥胖组的糖尿病发生率高于胰岛素敏感性肥胖组(18.9% vs. 5.8%, P < 0.001)。调整协变量后,IR组、is -肥胖组和IR-肥胖组与正常组的比值比(95%置信区间)分别为3.22(2.05,5.16)、2.05(1.00,3.97)和7.98(5.19,12.62)。IR介导了BMI轨迹对糖尿病发生的10.7%的总影响(P < 0.001)。结论:我们发现IR在生命历程BMI轨迹与糖尿病发病率之间的相互作用强,中介作用弱。与ir型肥胖相比,is型肥胖发生糖尿病的风险较低。
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