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从人肺支气管和肺泡细胞的激光捕获显微解剖中进行甲基化组和转录组的全球综合分析。

Global, integrated analysis of methylomes and transcriptomes from laser capture microdissected bronchial and alveolar cells in human lung.

机构信息

a Department of Genetics , Albert Einstein College of Medicine , 1301 Morris Park Ave, Bronx , New York 10461 , USA.

b Department of Medicine , Albert Einstein College of Medicine , 1301 Morris Park Ave, Bronx , New York 10461 , USA.

出版信息

Epigenetics. 2018;13(3):264-274. doi: 10.1080/15592294.2018.1441650. Epub 2018 May 10.

Abstract

Gene regulatory analysis of highly diverse human tissues in vivo is essentially constrained by the challenge of performing genome-wide, integrated epigenetic and transcriptomic analysis in small selected groups of specific cell types. Here we performed genome-wide bisulfite sequencing and RNA-seq from the same small groups of bronchial and alveolar cells isolated by laser capture microdissection from flash-frozen lung tissue of 12 donors and their peripheral blood T cells. Methylation and transcriptome patterns differed between alveolar and bronchial cells, while each of these epithelia showed more differences from mesodermally-derived T cells. Differentially methylated regions (DMRs) between alveolar and bronchial cells tended to locate at regulatory regions affecting promoters of 4,350 genes. A large number of pathways enriched for these DMRs including GTPase signal transduction, cell death, and skeletal muscle. Similar patterns of transcriptome differences were observed: 4,108 differentially expressed genes (DEGs) enriched in GTPase signal transduction, inflammation, cilium assembly, and others. Prioritizing using DMR-DEG regulatory network, we highlighted genes, e.g., ETS1, PPARG, and RXRG, at prominent alveolar vs. bronchial cell discriminant nodes. Our results show that multi-omic analysis of small, highly specific cells is feasible and yields unique physiologic loci distinguishing human lung cell types in situ.

摘要

在体内对高度多样化的人类组织进行基因调控分析,实质上受到在小部分特定细胞类型中进行全基因组、综合表观遗传和转录组分析的挑战的限制。在这里,我们对来自 12 位供体的经冷冻肺组织通过激光捕获微切割分离的小部分支气管和肺泡细胞,进行了全基因组亚硫酸氢盐测序和 RNA-seq。在肺泡和支气管细胞之间,甲基化和转录组模式存在差异,而这些上皮细胞与中胚层衍生的 T 细胞之间的差异更大。肺泡和支气管细胞之间的差异甲基化区域(DMR)倾向于位于影响 4350 个基因启动子的调控区域。大量富含这些 DMR 的途径被富集,包括 GTPase 信号转导、细胞死亡和骨骼肌。观察到这些 DMR 相似的转录组差异模式:4108 个差异表达基因(DEGs)在 GTPase 信号转导、炎症、纤毛组装和其他途径中富集。通过 DMR-DEG 调控网络进行优先级排序,我们突出了基因,例如 ETS1、PPARG 和 RXRG,它们处于明显的肺泡与支气管细胞区分节点上。我们的结果表明,对小部分高度特异细胞进行多组学分析是可行的,并能产生独特的生理基因座,以区分原位的人类肺细胞类型。

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