Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA.
Harvard School of Medicine, Boston, MA.
Diabetes. 2023 Apr 1;72(4):532-543. doi: 10.2337/db22-0710.
Proteomics has been used to study type 2 diabetes, but the majority of available data are from White participants. Here, we extend prior work by analyzing a large cohort of self-identified African Americans in the Jackson Heart Study (n = 1,313). We found 325 proteins associated with incident diabetes after adjusting for age, sex, and sample batch (false discovery rate q < 0.05) measured using a single-stranded DNA aptamer affinity-based method on fasting plasma samples. A subset was independent of established markers of diabetes development pathways, such as adiposity, glycemia, and/or insulin resistance, suggesting potential novel biological processes associated with disease development. Thirty-six associations remained significant after additional adjustments for BMI, fasting plasma glucose, cholesterol levels, hypertension, statin use, and renal function. Twelve associations, including the top associations of complement factor H, formimidoyltransferase cyclodeaminase, serine/threonine-protein kinase 17B, and high-mobility group protein B1, were replicated in a meta-analysis of two self-identified White cohorts-the Framingham Heart Study and the Malmö Diet and Cancer Study-supporting the generalizability of these biomarkers. A selection of these diabetes-associated proteins also improved risk prediction. Thus, we uncovered both novel and broadly generalizable associations by studying a diverse population, providing a more complete understanding of the diabetes-associated proteome.
蛋白质组学已被用于研究 2 型糖尿病,但大多数可用数据来自于白人参与者。在这里,我们通过分析杰克逊心脏研究(n = 1,313)中大量自我认定的非裔美国人队列,扩展了先前的工作。我们发现,在调整年龄、性别和样本批次(假发现率 q < 0.05)后,使用基于单链 DNA 适体亲和力的方法测量空腹血浆样本中与糖尿病发病相关的 325 种蛋白质。其中一部分与肥胖、血糖和/或胰岛素抵抗等已确立的糖尿病发展途径标志物无关,这表明与疾病发展相关的潜在新生物学过程。在进一步调整 BMI、空腹血糖、胆固醇水平、高血压、他汀类药物使用和肾功能后,有 36 个关联仍然显著。在对两个自我认定的白人队列(弗雷明汉心脏研究和马尔默饮食与癌症研究)的荟萃分析中,有 12 个关联,包括补体因子 H、亚氨基甲酰基转移酶环脱氨酶、丝氨酸/苏氨酸蛋白激酶 17B 和高迁移率族蛋白 B1 的顶级关联得到了复制,支持了这些生物标志物的可推广性。这些与糖尿病相关的蛋白质中的一部分也提高了风险预测。因此,我们通过研究一个多样化的人群,发现了新的和广泛可推广的关联,从而更全面地了解与糖尿病相关的蛋白质组。