Department of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark.
Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA.
Diabetes. 2023 May 1;72(5):666-673. doi: 10.2337/db22-0628.
High-throughput proteomics allows researchers to simultaneously explore the roles of thousands of biomarkers in the pathophysiology of diabetes. We conducted proteomic association studies of incident type 2 diabetes and physiologic responses to an intravenous glucose tolerance test (IVGTT) to identify novel protein contributors to glucose homeostasis and diabetes risk. We tested 4,776 SomaScan proteins measured in relation to 18-year incident diabetes risk in participants from the Cardiovascular Health Study (N = 2,631) and IVGTT-derived measures in participants from the HERITAGE Family Study (N = 752). We characterize 51 proteins that were associated with longitudinal diabetes risk, using their respective 39, 9, and 8 concurrent associations with insulin sensitivity index (SI), acute insulin response to glucose (AIRG), and glucose effectiveness (SG). Twelve of the 51 diabetes associations appear to be novel, including β-glucuronidase, which was associated with increased diabetes risk and lower SG, suggesting an alternative pathway to insulin for glucose disposal; and plexin-B2, which also was associated with increased diabetes risk, but with lower AIRG, and not with SI, indicating a mechanism related instead to pancreatic dysfunction. Other novel protein associations included alcohol dehydrogenase-1C, fructose-bisphosphate aldolase-B, sorbitol dehydrogenase with elevated type 2 diabetes risk, and a leucine-rich repeat containing protein-15 and myocilin with decreased risk.
Plasma proteins are associated with the risk of incident diabetes in older adults independent of various demographic, lifestyle, and biochemical risk factors. These same proteins are associated with subtle differences in measures of glucose homeostasis earlier in life. Proteins that are associated with lower insulin sensitivity in individuals without diabetes tend to be associated with appropriate compensatory mechanisms, such as a stronger acute insulin response or higher glucose effectiveness. Proteins that are associated with future diabetes risk, but not with insulin insensitivity, tend to be associated with lower glucose effectiveness and/or impaired acute insulin response.
高通量蛋白质组学允许研究人员同时探索数千种生物标志物在糖尿病病理生理学中的作用。我们进行了 2 型糖尿病发病和静脉葡萄糖耐量试验(IVGTT)生理反应的蛋白质组关联研究,以确定葡萄糖稳态和糖尿病风险的新蛋白质贡献者。我们测试了与心血管健康研究(N = 2631)参与者 18 年发病糖尿病风险相关的 4776 个 SomaScan 蛋白,以及与 HERITAGE 家族研究(N = 752)参与者 IVGTT 衍生测量相关的蛋白。我们使用各自的 39、9 和 8 个胰岛素敏感指数(SI)、急性葡萄糖胰岛素反应(AIRG)和葡萄糖效应(SG)的同时关联,对与纵向糖尿病风险相关的 51 种蛋白进行了特征描述。51 种糖尿病关联中的 12 种似乎是新的,包括β-葡糖苷酸酶,它与糖尿病风险增加和 SG 降低相关,这表明葡萄糖处置的替代途径为胰岛素;和丛蛋白-B2,它也与糖尿病风险增加相关,但与 SI 无关,AIRG 降低,这表明与胰腺功能障碍相关的机制。其他新的蛋白质关联包括醇脱氢酶-1C、果糖-1,6-二磷酸醛缩酶-B、山梨醇脱氢酶与 2 型糖尿病风险升高相关,富含亮氨酸重复蛋白-15 和肌球蛋白与风险降低相关。
血浆蛋白与老年人的糖尿病发病风险相关,独立于各种人口统计学、生活方式和生化危险因素。这些相同的蛋白质与生命早期葡萄糖稳态的细微差异有关。在没有糖尿病的个体中,与胰岛素敏感性降低相关的蛋白质往往与适当的补偿机制相关,例如更强的急性胰岛素反应或更高的葡萄糖效应。与未来糖尿病风险相关但与胰岛素不敏感无关的蛋白质往往与较低的葡萄糖效应和/或受损的急性胰岛素反应相关。