Zhang Xiaolong, Zhang Meng, Hou Yong, Xu Liqin, Li Weidong, Zou Zhihui, Liu Chunxiao, Xu Abai, Wu Song
Department of Urological Surgery, The Affiliated Luohu Hospital of Shenzhen University, Shenzhen University, Shenzhen, China.
Shenzhen Following Precision Medical Institute, Shenzhen Luohu Hospital Group, Shenzhen, China.
Oncotarget. 2016 Oct 4;7(40):66069-66076. doi: 10.18632/oncotarget.11803.
Cell-to-cell expression heterogeneity within a single tumor is a common phenotype among various cancer types including squamous cell carcinoma. To further study the fundamentals and importance of heterogeneity of cell functions and its potential mechanisms, we performed single-cell RNA-seq (scRNA-seq) on human squamous cell carcinoma of the bladder (SCCB) and its corresponding physiologically normal epithelia. Extensive differentially expressed genes were uncovered by comparing cancer and normal single cells, which were preferentially enriched in cancer-correlated pathways, such as p53 signaling and bladder cancer pathway. Furthermore, the most diversely expressed genes were particularly enriched in MAPK signaling pathway, such as CACNG4, CACNA1E and CACNA1H, which involve in cancer evolution and heterogeneity formation. Co-expression network and hub-gene analyses revealed several remarkable "hub genes" of each regulatory module. Some of them are cancer related, such as POU2F3, NKD1 and CYP2C8, while LINC00189, GCC2 and OR9Q1 genes are rarely reported in human diseases. The genes within an interesting module are highly correlated with others, which could be treated as potential targets for SCCB patients. Our findings have fundamental implications for SCCB biology and therapeutic strategies.
在包括鳞状细胞癌在内的多种癌症类型中,单个肿瘤内的细胞间表达异质性是一种常见表型。为了进一步研究细胞功能异质性的基本原理、重要性及其潜在机制,我们对人膀胱鳞状细胞癌(SCCB)及其相应的生理正常上皮进行了单细胞RNA测序(scRNA-seq)。通过比较癌症和正常单细胞,发现了大量差异表达基因,这些基因优先富集于癌症相关途径,如p53信号通路和膀胱癌途径。此外,表达差异最大的基因尤其富集于MAPK信号通路,如参与癌症演变和异质性形成的CACNG4、CACNA1E和CACNA1H。共表达网络和中心基因分析揭示了每个调控模块的几个显著“中心基因”。其中一些与癌症相关,如POU2F3、NKD1和CYP2C8,而LINC00189、GCC2和OR9Q1基因在人类疾病中鲜有报道。一个有趣模块内的基因彼此高度相关,可作为SCCB患者的潜在靶点。我们的发现对SCCB生物学和治疗策略具有重要意义。