Single-cell transcriptomics reveals the landscape of intra-tumoral heterogeneity and stemness-related subpopulations in liver cancer

生物 CD44细胞 CD24型 基因敲除 癌症研究 转录组 癌症干细胞 细胞 干细胞 单细胞测序 肝癌 肝细胞癌 细胞培养 细胞生物学 基因 基因表达 遗传学 表型 外显子组测序
作者
Daniel Wai‐Hung Ho,Yu-Man Tsui,Karen Man-Fong Sze,Lo‐Kong Chan,Tan To Cheung,Eva Lee,Pak C. Sham,Stephen Kwok‐Wing Tsui,Terence K. Lee,Irene Oi‐Lin Ng
出处
期刊:Cancer Letters [Elsevier BV]
卷期号:459: 176-185 被引量:139
标识
DOI:10.1016/j.canlet.2019.06.002
摘要

Hepatocellular carcinoma (HCC) is heterogeneous, rendering its current curative treatments ineffective. The emergence of single-cell genomics represents a powerful strategy in delineating the complex molecular landscapes of cancers. In this study, we demonstrated the feasibility and merit of using single-cell RNA sequencing to dissect the intra-tumoral heterogeneity and analyze the single-cell transcriptomic landscape to detect rare cell subpopulations of significance. Exploration of the inter-relationship among liver cancer stem cell markers showed two distinct major cell populations according to EPCAM expression, and the EPCAM+ cells had upregulated expression of multiple oncogenes. We also identified a CD24+/CD44+-enriched cell subpopulation within the EPCAM+ cells which had specific signature genes and might indicate a novel stemness-related cell subclone in HCC. Notably, knockdown of signature gene CTSE for CD24+/CD44+ cells significantly reduced self-renewal ability on HCC cells in vitro and the stemness-related role of CTSE was further confirmed by in vivo tumorigenicity assays in nude mice. In summary, single-cell genomics is a useful tool to delineate HCC intratumoral heterogeneity at better resolution. It can identify rare but important cell subpopulations, and may guide better precision medicine in the long run.
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