Circulating proteomic profiles are associated with the onset of type 2 diabetes in a multi-ethnic Asian population – a longitudinal study

Yujian Liang, Charlie G.Y. Lim, Scott C. Ritchie, Nicolas Bertin, Jin-Fang Chai, Jiali Yao, Yun Li, E Shyong Tai, Rob M. van Dam, Xueling Sim
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Abstract

Type 2 diabetes (T2D) is a major global concern, with Asia at its epicenter in recent years. Proteins, products of gene transcription, serve as dynamic biomarkers for pinpointing perturbed pathways in disease development. To understand the protein function in incident T2D, we examined the association of 4,775 plasma proteins with incident T2D in a Singapore multi-ethnic cohort of 1,659 Asian participants (539 cases and 1,120 controls). Our analysis revealed 522 proteins that were associated with incident T2D after adjusting for age, sex, and ethnicity. Among the 522 proteins associated with incident T2D, the change in 205 plasma proteins, observed in parallel with the development of T2D at baseline and six-years follow-up, were further associated with incident T2D. The associated proteins showed enrichment in neuron generation, glycosaminoglycan binding, and insulin-like growth factor binding. Two-sample Mendelian randomization analysis suggested three plasma proteins, GSTA1, INHBC, and FGL1, play causal roles in the development of T2D, with colocalization evidence supporting GSTA1 and INHBC. Our findings reveal plasma protein profiles linked to the onset of T2D in Asian populations, offering insights into the biological mechanisms of T2D development.
多种族亚裔人群的循环蛋白质组特征与 2 型糖尿病发病有关--一项纵向研究
2 型糖尿病(T2D)是全球关注的主要问题,近年来亚洲成为其中心。蛋白质是基因转录的产物,是一种动态生物标志物,可用于确定疾病发展过程中受到干扰的途径。为了了解蛋白质在T2D发病中的功能,我们在一个由1659名亚洲人(539名病例和1120名对照)组成的新加坡多种族队列中研究了4775种血浆蛋白质与T2D发病的关系。在对年龄、性别和种族进行调整后,我们的分析发现有 522 种蛋白质与 T2D 发病有关。在这522种与T2D事件相关的蛋白质中,有205种血浆蛋白质的变化与T2D在基线和6年随访中的发展同步,并进一步与T2D事件相关。相关蛋白质在神经元生成、糖胺聚糖结合和胰岛素样生长因子结合方面表现出富集性。双样本孟德尔随机分析表明,GSTA1、INHBC 和 FGL1 这三种血浆蛋白在 T2D 的发病中起着因果作用,而 GSTA1 和 INHBC 的共定位证据支持了这三种蛋白。我们的研究结果揭示了与亚洲人群 T2D 发病有关的血浆蛋白谱,为 T2D 的生物学机制提供了新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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