Cancer Research Institute, Hangzhou Cancer Hospital, Hangzhou, 320001, Zhejiang, PR China; International Research Center for Regenerative Medicine, BOAO International Hospital, Qionghai, 571434, Hainan, PR China.
Cancer Research Institute, Hangzhou Cancer Hospital, Hangzhou, 320001, Zhejiang, PR China; Department of Surgery, College of Medicine and Life Sciences, University of Toledo, Toledo, 43614, OH, USA; Department of Child Health Care, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, PR China.
Cancer Lett. 2018 Dec 1;438:133-143. doi: 10.1016/j.canlet.2018.09.017. Epub 2018 Sep 15.
Single-cell RNA sequencing and transcriptome analysis enable novel discovery and precise characterization of new cell types and states, which improves the understanding of the cellular context of tumorigenesis. Herein, we applied this powerful approach to analyze 368 single cells from three esophageal squamous cell carcinoma (ESCC) and two esophageal adenocarcinoma (EAC) tumors. Using inferred copy number variation analysis, we successfully distinguished carcinoma cells from heterogeneous cellular populations, identifying gene signatures and crucial cancer-related signaling pathways related to ESCC and EAC. In particular, we found that NOTCH signaling was exclusively activated in ESCC, but not in EAC. ESCC tumors with higher NOTCH activity were associated with significantly worse survival rates than those with lower NOTCH activity. Collectively, this study revealed that ESCC and EAC are distinct in terms of cellular transcriptome profiles, which leads to a wide range of intratumoral cellular heterogeneity. The findings suggest that different therapeutic strategies that target the differences between two types of esophageal cancers are required, guiding cancer-specific future drug development.
单细胞 RNA 测序和转录组分析能够实现新细胞类型和状态的新发现和精确特征描述,从而提高对肿瘤发生的细胞背景的理解。在此,我们应用这种强大的方法分析了来自三个食管鳞状细胞癌 (ESCC) 和两个食管腺癌 (EAC) 肿瘤的 368 个单细胞。通过推断的拷贝数变异分析,我们成功地从异质细胞群体中区分出癌细胞,确定了与 ESCC 和 EAC 相关的基因特征和关键癌症相关信号通路。特别是,我们发现 NOTCH 信号在 ESCC 中被特异性激活,而在 EAC 中则没有。具有更高 NOTCH 活性的 ESCC 肿瘤的生存率明显低于具有较低 NOTCH 活性的肿瘤。总的来说,这项研究表明 ESCC 和 EAC 在细胞转录组谱方面存在差异,导致肿瘤内细胞异质性广泛存在。这些发现表明,需要针对两种食管癌之间的差异制定不同的治疗策略,指导针对癌症的未来药物开发。