表观遗传学
生物
导管细胞
全基因组关联研究
遗传学
染色质
增强子
TCF7L2型
转录因子
电池类型
等位基因
基因座(遗传学)
DNA甲基化
基因
胰腺
细胞
基因表达
单核苷酸多态性
基因型
内分泌学
作者
Joshua Chiou,Ryan J. Geusz,Mei-Lin Okino,Jee Yun Han,Michael Miller,Rebecca Melton,Elisha Beebe,Paola Benaglio,Serina Huang,Katha Korgaonkar,Sandra Heller,Alexander Kleger,Sebastian Preißl,David U. Gorkin,Maike Sander,Kyle J. Gaulton
出处
期刊:Nature
[Nature Portfolio]
日期:2021-05-19
卷期号:594 (7863): 398-402
被引量:432
标识
DOI:10.1038/s41586-021-03552-w
摘要
Genetic risk variants that have been identified in genome-wide association studies of complex diseases are primarily non-coding1. Translating these risk variants into mechanistic insights requires detailed maps of gene regulation in disease-relevant cell types2. Here we combined two approaches: a genome-wide association study of type 1 diabetes (T1D) using 520,580 samples, and the identification of candidate cis-regulatory elements (cCREs) in pancreas and peripheral blood mononuclear cells using single-nucleus assay for transposase-accessible chromatin with sequencing (snATAC-seq) of 131,554 nuclei. Risk variants for T1D were enriched in cCREs that were active in T cells and other cell types, including acinar and ductal cells of the exocrine pancreas. Risk variants at multiple T1D signals overlapped with exocrine-specific cCREs that were linked to genes with exocrine-specific expression. At the CFTR locus, the T1D risk variant rs7795896 mapped to a ductal-specific cCRE that regulated CFTR; the risk allele reduced transcription factor binding, enhancer activity and CFTR expression in ductal cells. These findings support a role for the exocrine pancreas in the pathogenesis of T1D and highlight the power of large-scale genome-wide association studies and single-cell epigenomics for understanding the cellular origins of complex disease.
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