表观遗传学
DNA甲基化
表观基因组
生物
计算生物学
表观遗传学
单细胞测序
转录组
细胞
亚硫酸氢盐测序
细胞分化
遗传学
基因
表型
外显子组测序
基因表达
作者
Matthias Farlik,Nathan C. Sheffield,Angelo Nuzzo,Paul Datlinger,Andreas Schönegger,Johanna Klughammer,Christoph Bock
出处
期刊:Cell Reports
[Elsevier]
日期:2015-03-01
卷期号:10 (8): 1386-1397
被引量:360
标识
DOI:10.1016/j.celrep.2015.02.001
摘要
Methods for single-cell genome and transcriptome sequencing have contributed to our understanding of cellular heterogeneity, whereas methods for single-cell epigenomics are much less established. Here, we describe a whole-genome bisulfite sequencing (WGBS) assay that enables DNA methylation mapping in very small cell populations (μWGBS) and single cells (scWGBS). Our assay is optimized for profiling many samples at low coverage, and we describe a bioinformatic method that analyzes collections of single-cell methylomes to infer cell-state dynamics. Using these technological advances, we studied epigenomic cell-state dynamics in three in vitro models of cellular differentiation and pluripotency, where we observed characteristic patterns of epigenome remodeling and cell-to-cell heterogeneity. The described method enables single-cell analysis of DNA methylation in a broad range of biological systems, including embryonic development, stem cell differentiation, and cancer. It can also be used to establish composite methylomes that account for cell-to-cell heterogeneity in complex tissue samples.
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