Division of Human Genetics and Endocrinology & Diabetes, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Institute for Diabetes, Obesity, and Metabolism, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA; Department of Genetics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.
Cell Metab. 2022 Sep 6;34(9):1394-1409.e4. doi: 10.1016/j.cmet.2022.08.014.
Three-dimensional (3D) chromatin organization maps help dissect cell-type-specific gene regulatory programs. Furthermore, 3D chromatin maps contribute to elucidating the pathogenesis of complex genetic diseases by connecting distal regulatory regions and genetic risk variants to their respective target genes. To understand the cell-type-specific regulatory architecture of diabetes risk, we generated transcriptomic and 3D epigenomic profiles of human pancreatic acinar, alpha, and beta cells using single-cell RNA-seq, single-cell ATAC-seq, and high-resolution Hi-C of sorted cells. Comparisons of these profiles revealed differential A/B (open/closed) chromatin compartmentalization, chromatin looping, and transcriptional factor-mediated control of cell-type-specific gene regulatory programs. We identified a total of 4,750 putative causal-variant-to-target-gene pairs at 194 type 2 diabetes GWAS signals using pancreatic 3D chromatin maps. We found that the connections between candidate causal variants and their putative target effector genes are cell-type stratified and emphasize previously underappreciated roles for alpha and acinar cells in diabetes pathogenesis.
三维(3D)染色质组织图谱有助于剖析细胞类型特异性的基因调控程序。此外,3D 染色质图谱通过将远端调控区域和遗传风险变异与各自的靶基因联系起来,有助于阐明复杂遗传疾病的发病机制。为了了解糖尿病风险的细胞类型特异性调控结构,我们使用单细胞 RNA-seq、单细胞 ATAC-seq 和分选细胞的高分辨率 Hi-C 技术,生成了人类胰腺腺泡、α 和β细胞的转录组学和 3D 表观基因组图谱。对这些图谱的比较揭示了不同的 A/B(开放/关闭)染色质区室化、染色质环化以及转录因子介导的细胞类型特异性基因调控程序的控制。我们使用胰腺 3D 染色质图谱在 194 个 2 型糖尿病全基因组关联信号中总共鉴定出了 4750 对假定的因果变异-靶基因对。我们发现候选因果变异与其假定的靶效应基因之间的联系是细胞类型分层的,这强调了α 和腺泡细胞在糖尿病发病机制中以前被低估的作用。