Microbiology and Cell Science Department, Institute for Food and Agricultural Sciences, University of Florida, Gainesville, USA.
Department of Pathology, Immunology and Laboratory Medicine, University of Florida Diabetes Institute, Gainesville, FL, USA.
Genome Biol. 2021 Jan 21;22(1):39. doi: 10.1186/s13059-021-02262-w.
The Environmental Determinants of Diabetes in the Young (TEDDY) is a prospective birth cohort designed to study type 1 diabetes (T1D) by following children with high genetic risk. An integrative multi-omics approach was used to evaluate islet autoimmunity etiology, identify disease biomarkers, and understand progression over time.
We identify a multi-omics signature that was predictive of islet autoimmunity (IA) as early as 1 year before seroconversion. At this time, abnormalities in lipid metabolism, decreased capacity for nutrient absorption, and intracellular ROS accumulation are detected in children progressing towards IA. Additionally, extracellular matrix remodeling, inflammation, cytotoxicity, angiogenesis, and increased activity of antigen-presenting cells are observed, which may contribute to beta cell destruction. Our results indicate that altered molecular homeostasis is present in IA-developing children months before the actual detection of islet autoantibodies, which opens an interesting window of opportunity for therapeutic intervention.
The approach employed herein for assessment of the TEDDY cohort showcases the utilization of multi-omics data for the modeling of complex, multifactorial diseases, like T1D.
儿童糖尿病环境决定因素研究(TEDDY)是一项前瞻性出生队列研究,旨在通过随访具有高遗传风险的儿童来研究 1 型糖尿病(T1D)。采用综合多组学方法来评估胰岛自身免疫病因,确定疾病生物标志物,并了解随时间的进展。
我们确定了一个多组学特征,早在自身抗体阳性转化前 1 年就可预测胰岛自身免疫(IA)。此时,进展为 IA 的儿童中可检测到脂质代谢异常、营养吸收能力下降和细胞内 ROS 积累。此外,还观察到细胞外基质重塑、炎症、细胞毒性、血管生成和抗原呈递细胞活性增加,这可能导致β细胞破坏。我们的结果表明,在实际检测到胰岛自身抗体之前,IA 发病儿童体内的分子内稳态已经发生改变,这为治疗干预提供了一个有趣的机会窗口。
本文中用于评估 TEDDY 队列的方法展示了如何利用多组学数据来对 T1D 等复杂多因素疾病进行建模。