Science for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden.
OMICS. 2021 Oct;25(10):652-659. doi: 10.1089/omi.2021.0093. Epub 2021 Sep 13.
Type 2 diabetes (T2D) is characterized by pathophysiological alterations in lipid metabolism. One strategy to understand the molecular mechanisms behind these abnormalities is to identify -regulatory elements (CREs) located in chromatin-accessible regions of the genome that regulate key genes. In this study we integrated assay for transposase-accessible chromatin followed by sequencing (ATAC-seq) data, widely used to decode chromatin accessibility, with multi-omics data and publicly available CRE databases to identify candidate CREs associated with T2D for further experimental validations. We performed high-sensitive ATAC-seq in nine human liver samples from normal and T2D donors, and identified a set of differentially accessible regions (DARs). We identified seven DARs including a candidate enhancer for the gene that regulates the balance of acyl-CoA and free fatty acids (FFAs) in the cytoplasm. The relevance of regulation in T2D was supported by the analysis of transcriptomics and proteomics data in liver tissue. Long-chain acyl-CoA thioesterases (ACOTs) are a group of enzymes that hydrolyze acyl-CoA esters to FFAs and coenzyme A. ACOTs have been associated with regulation of triglyceride levels, fatty acid oxidation, mitochondrial function, and insulin signaling, linking their regulation to the pathogenesis of T2D. Our strategy integrating chromatin accessibility with DNA binding and other types of omics provides novel insights on the role of genetic regulation in T2D and is extendable to other complex multifactorial diseases.
2 型糖尿病(T2D)的特征是脂质代谢的病理生理改变。了解这些异常背后的分子机制的一种策略是鉴定位于基因组染色质可及区域的调节元件(CREs),这些调节元件调控关键基因。在这项研究中,我们整合了转座酶可及染色质的测定(ATAC-seq)数据,该数据广泛用于解码染色质可及性,与多组学数据和公开可用的 CRE 数据库相结合,以鉴定与 T2D 相关的候选 CREs,以便进一步进行实验验证。我们在来自正常和 T2D 供体的九个人类肝脏样本中进行了高灵敏度的 ATAC-seq,鉴定出了一组差异可及区域(DARs)。我们鉴定出了七个 DARs,包括一个调节酰基辅酶 A 和游离脂肪酸(FFAs)在细胞质中平衡的基因的候选增强子。肝脏组织中转录组学和蛋白质组学数据分析支持 调节在 T2D 中的相关性。长链酰基辅酶 A 硫酯酶(ACOTs)是一组水解酰基辅酶 A 酯为 FFAs 和辅酶 A 的酶。ACOTs 与甘油三酯水平、脂肪酸氧化、线粒体功能和胰岛素信号转导的调节有关,将其调节与 T2D 的发病机制联系起来。我们将染色质可及性与 DNA 结合和其他类型的组学相结合的策略,为遗传调控在 T2D 中的作用提供了新的见解,并可扩展到其他复杂的多因素疾病。