Division of Endocrinology, Department of Medicine, NorthShore University HealthSystem/Endeavor Health, Skokie, IL.
Department of Medicine, Pritzker School of Medicine, University of Chicago, Chicago, IL.
Diabetes. 2024 Aug 1;73(8):1352-1360. doi: 10.2337/db23-0761.
Partitioned polygenic scores (pPS) have been developed to capture pathophysiologic processes underlying type 2 diabetes (T2D). We investigated the association of T2D pPS with diabetes-related traits and T2D incidence in the Diabetes Prevention Program. We generated five T2D pPS (β-cell, proinsulin, liver/lipid, obesity, lipodystrophy) in 2,647 participants randomized to intensive lifestyle, metformin, or placebo arms. Associations were tested with general linear models and Cox regression with adjustment for age, sex, and principal components. Sensitivity analyses included adjustment for BMI. Higher β-cell pPS was associated with lower insulinogenic index and corrected insulin response at 1-year follow-up with adjustment for baseline measures (effect per pPS SD -0.04, P = 9.6 × 10-7, and -8.45 μU/mg, P = 5.6 × 10-6, respectively) and with increased diabetes incidence with adjustment for BMI at nominal significance (hazard ratio 1.10 per SD, P = 0.035). The liver/lipid pPS was associated with reduced 1-year baseline-adjusted triglyceride levels (effect per SD -4.37, P = 0.001). There was no significant interaction between T2D pPS and randomized groups. The remaining pPS were associated with baseline measures only. We conclude that despite interventions for diabetes prevention, participants with a high genetic burden of the β-cell cluster pPS had worsening in measures of β-cell function.
已经开发了分区多基因评分 (pPS) 来捕捉 2 型糖尿病 (T2D) 背后的病理生理过程。我们研究了 T2D pPS 与糖尿病相关特征以及糖尿病预防计划中 T2D 发病率之间的关联。我们在 2647 名随机分配到强化生活方式、二甲双胍或安慰剂组的参与者中生成了五个 T2D pPS(β 细胞、胰岛素原、肝脏/脂质、肥胖、脂肪营养不良)。使用一般线性模型和 Cox 回归进行关联检验,调整了年龄、性别和主要成分。敏感性分析包括调整 BMI。β 细胞 pPS 较高与 1 年随访时的胰岛素原指数和校正胰岛素反应较低相关,调整了基线测量值(每 pPS SD 的效应-0.04,P = 9.6×10-7,和-8.45 μU/mg,P = 5.6×10-6,分别),并在名义上与 BMI 调整后的糖尿病发病率增加相关(每 SD 的风险比为 1.10,P = 0.035)。肝脏/脂质 pPS 与 1 年基线调整后的甘油三酯水平降低相关(每 SD 的效应-4.37,P = 0.001)。T2D pPS 与随机分组之间没有显著的交互作用。其余的 pPS 仅与基线测量值相关。我们的结论是,尽管有糖尿病预防干预措施,但具有高β细胞簇 pPS 遗传负担的参与者β细胞功能的衡量指标恶化。