Mapping enhancer and chromatin accessibility landscapes charts the regulatory network of Alzheimer's disease

增强子 染色质 表观遗传学 DNA甲基化 生物 转录因子 表观遗传学 计算生物学 基因表达调控 甲基化 遗传学 调节顺序 基因调控网络 基因 基因表达
作者
Dahua Xu,Chunrui Zhang,Xiaoman Bi,Jiankai Xu,Shengnan Guo,Peihu Li,Yutong Shen,Jiale Cai,Nihui Zhang,Guanghui Tian,Haifei Zhang,Hong Wang,Qifu Li,Hongyan Jiang,Bo Wang,Xia Li,Yongsheng Li,Kongning Li
出处
期刊:Computers in Biology and Medicine [Elsevier BV]
卷期号:168: 107802-107802 被引量:10
标识
DOI:10.1016/j.compbiomed.2023.107802
摘要

Enhancers are regulatory elements that target and modulate gene expression and play a role in human health and disease. However, the roles of enhancer regulatory circuit abnormalities driven by epigenetic alterations in Alzheimer's disease (AD) are unclear. In this study, a multiomic integrative analysis was performed to map enhancer and chromatin accessibility landscapes and identify regulatory network abnormalities in AD. We identified differentially methylated enhancers and constructed regulatory networks across brain regions using AD brain tissue samples. Through the integration of snATAC-seq and snRNA-seq datasets, we mapped enhancers with DNA methylation alterations (DMA) and chromatin accessibility landscapes. Core regulatory triplets that contributed to AD neuropathology in specific cell types were further prioritized. We revealed widespread DNA methylation alterations (DMA) in the enhancers of AD patients across different brain regions. In addition, the genome-wide transcription factor (TF) binding profiles showed that enhancers with DMA are pervasively regulated by TFs. The TF-enhancer-gene regulatory network analysis identified core regulatory triplets that are associated with immune cell infiltration and play important roles in AD pathogenesis. Enhancer regulatory circuits with DMA exhibited distinct chromatin accessibility patterns, which were further characterized at single-cell resolutions. Our study comprehensively investigated DNA methylation-mediated regulatory circuit abnormalities and provided novel insights into the potential pathogenesis of AD.

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