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单细胞多组学揭示了人类癌细胞系之间的细胞内异质性。

Single cell multi-omics reveal intra-cell-line heterogeneity across human cancer cell lines.

机构信息

Shenzhen Key Laboratory of Gene Regulation and Systems Biology, School of Life Sciences, Southern University of Science and Technology, 518055, Shenzhen, China.

Department of Systems Biology, School of Life Sciences, Southern University of Science and Technology, 518055, Shenzhen, China.

出版信息

Nat Commun. 2023 Dec 9;14(1):8170. doi: 10.1038/s41467-023-43991-9.

Abstract

Human cancer cell lines have long served as tools for cancer research and drug discovery, but the presence and the source of intra-cell-line heterogeneity remain elusive. Here, we perform single-cell RNA-sequencing and ATAC-sequencing on 42 and 39 human cell lines, respectively, to illustrate both transcriptomic and epigenetic heterogeneity within individual cell lines. Our data reveal that transcriptomic heterogeneity is frequently observed in cancer cell lines of different tissue origins, often driven by multiple common transcriptional programs. Copy number variation, as well as epigenetic variation and extrachromosomal DNA distribution all contribute to the detected intra-cell-line heterogeneity. Using hypoxia treatment as an example, we demonstrate that transcriptomic heterogeneity could be reshaped by environmental stress. Overall, our study performs single-cell multi-omics of commonly used human cancer cell lines and offers mechanistic insights into the intra-cell-line heterogeneity and its dynamics, which would serve as an important resource for future cancer cell line-based studies.

摘要

人癌细胞系长期以来一直是癌症研究和药物发现的工具,但细胞系内异质性的存在和来源仍难以捉摸。在这里,我们分别对 42 个人癌细胞系和 39 个人癌细胞系进行单细胞 RNA 测序和 ATAC 测序,以说明单个细胞系内的转录组和表观遗传异质性。我们的数据表明,转录组异质性经常出现在不同组织来源的癌细胞系中,通常由多个常见的转录程序驱动。拷贝数变异以及表观遗传变异和染色体外 DNA 分布都导致了检测到的细胞系内异质性。我们使用低氧处理作为一个例子,证明了转录组异质性可以被环境压力重塑。总的来说,我们的研究对常用的人癌细胞系进行了单细胞多组学分析,并提供了对细胞系内异质性及其动态的机制见解,这将成为未来基于癌细胞系研究的重要资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/efdf/10710513/e8a539611fb4/41467_2023_43991_Fig1_HTML.jpg

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