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多组学分析鉴定人胰腺β细胞身份和功能的顺式调控网络

Multiomic Profiling Identifies cis-Regulatory Networks Underlying Human Pancreatic β Cell Identity and Function.

机构信息

The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA.

Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA.

出版信息

Cell Rep. 2019 Jan 15;26(3):788-801.e6. doi: 10.1016/j.celrep.2018.12.083.

Abstract

EndoC-βH1 is emerging as a critical human β cell model to study the genetic and environmental etiologies of β cell (dys)function and diabetes. Comprehensive knowledge of its molecular landscape is lacking, yet required, for effective use of this model. Here, we report chromosomal (spectral karyotyping), genetic (genotyping), epigenomic (ChIP-seq and ATAC-seq), chromatin interaction (Hi-C and Pol2 ChIA-PET), and transcriptomic (RNA-seq and miRNA-seq) maps of EndoC-βH1. Analyses of these maps define known (e.g., PDX1 and ISL1) and putative (e.g., PCSK1 and mir-375) β cell-specific transcriptional cis-regulatory networks and identify allelic effects on cis-regulatory element use. Importantly, comparison with maps generated in primary human islets and/or β cells indicates preservation of chromatin looping but also highlights chromosomal aberrations and fetal genomic signatures in EndoC-βH1. Together, these maps, and a web application we created for their exploration, provide important tools for the design of experiments to probe and manipulate the genetic programs governing β cell identity and (dys)function in diabetes.

摘要

EndoC-βH1 正在成为研究β细胞(功能)障碍和糖尿病的遗传和环境病因的重要人类β细胞模型。为了有效利用该模型,全面了解其分子图谱是必要的,但目前还缺乏这方面的知识。在这里,我们报告了 EndoC-βH1 的染色体(光谱核型分析)、遗传(基因分型)、表观基因组(ChIP-seq 和 ATAC-seq)、染色质相互作用(Hi-C 和 Pol2 ChIA-PET)和转录组(RNA-seq 和 miRNA-seq)图谱。对这些图谱的分析定义了已知(例如,PDX1 和 ISL1)和推测的(例如,PCSK1 和 mir-375)β细胞特异性转录顺式调控网络,并确定了等位基因对顺式调控元件使用的影响。重要的是,与在原代人胰岛和/或β细胞中生成的图谱进行比较表明,染色质环化得到了保留,但也突出了 EndoC-βH1 中的染色体异常和胎儿基因组特征。这些图谱以及我们为探索它们而创建的网络应用程序,为设计实验提供了重要工具,以探究和操纵控制β细胞身份和(功能)障碍的遗传程序。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9399/6389269/97822efd16ed/nihms-1518857-f0002.jpg

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