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利用单细胞 RNA 测序揭示人胃癌器官特异性转移的转录异质性

英文原题:Revealing the transcriptional heterogeneity of organ-specific metastasis in human gastric cancer using single-cell RNA Sequencing.

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Revealing the transcriptional heterogeneity of organ-specific metastasis in human gastric cancer using single-cell RNA Sequencing.

PubMed 2022/02/01(内容时间) Clin Transl Med Q1 · IF 7.9(JCR 2025)

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研究概要

本研究为 GC 原发肿瘤及器官特异性转移的异质性微环境提供了见解,并为精准诊断和治疗提供了支持。

研究思路结论见上方概要

解析肿瘤内和肿瘤间异质性对于理解胃癌(GC)的生物学特性及其转移机制以及确定有效的治疗靶点至关重要。然而,GC不同器官趋向性转移的特征在很大程度上仍不清楚。

采用单细胞RNA测序对来自6例患者的10份新鲜人体组织样本进行了评估,包括原发肿瘤及邻近非肿瘤样本,以及来自不同器官或组织(肝、腹膜、卵巢、淋巴结)的6份转移灶。验证实验采用组织学检测和批量转录组数据集进行。

发现了与侵袭特征、腹腔内转移倾向、上皮-间质转化诱导的肿瘤干细胞表型或休眠样特征相关的恶性上皮亚簇。在包含407个样本的GC队列中,前三个亚簇相关基因的高表达显示总生存期低于低表达者。免疫细胞和基质细胞表现出细胞异质性,并形成了促肿瘤和免疫抑制微环境。此外,获得了淋巴结来源耗竭CD8 + T细胞的20基因特征,用于预测淋巴结转移,并在GC队列中进行了验证。另外,尽管抗NKG2A(KLRC1)抗体尚未用于治疗GC患者,甚至未进入临床试验,但我们不仅发现恶性肿瘤细胞,还发现一个内皮亚簇、黏膜相关恒定T细胞、T细胞样B细胞、浆细胞样树突状细胞、巨噬细胞、单核细胞和中性粒细胞可能参与HLA-E-KLRC1/KLRC2与细胞毒性/耗竭CD8 + T细胞和/或自然杀伤(NK)细胞的相互作用,提示GC中新的临床治疗机会。此外,我们的发现表明CD8 + T细胞中PD-1表达可能预测GC对PD-1阻断治疗的临床反应。

展开英文摘要原文

Deciphering intra- and inter-tumoural heterogeneity is essential for understanding the biology of gastric cancer (GC) and its metastasis and identifying effective therapeutic targets. However, the characteristics of different organ-tropism metastases of GC are largely unknown.

Ten fresh human tissue samples from six patients, including primary tumour and adjacent non-tumoural samples and six metastases from different organs or tissues (liver, peritoneum, ovary, lymph node) were evaluated using single-cell RNA sequencing. Validation experiments were performed using histological assays and bulk transcriptomic datasets.

Malignant epithelial subclusters associated with invasion features, intraperitoneal metastasis propensity, epithelial-mesenchymal transition-induced tumour stem cell phenotypes, or dormancy-like characteristics were discovered. High expression of the first three subcluster-associated genes displayed worse overall survival than those with low expression in a GC cohort containing 407 samples. Immune and stromal cells exhibited cellular heterogeneity and created a pro-tumoural and immunosuppressive microenvironment. Furthermore, a 20-gene signature of lymph node-derived exhausted CD8 + T cells was acquired to forecast lymph node metastasis and validated in GC cohorts. Additionally, although anti-NKG2A (KLRC1) antibody have not been used to treat GC patients even in clinical trials, we uncovered not only malignant tumour cells but one endothelial subcluster, mucosal-associated invariant T cells, T cell-like B cells, plasmacytoid dendritic cells, macrophages, monocytes, and neutrophils may contribute to HLA-E-KLRC1/KLRC2 interaction with cytotoxic/exhausted CD8 + T cells and/or natural killer (NK) cells, suggesting novel clinical therapeutic opportunities in GC. Additionally, our findings suggested that PD-1 expression in CD8 + T cells might predict clinical responses to PD-1 blockade therapy in GC.

This study provided insights into heterogeneous microenvironment of GC primary tumours and organ-specific metastases and provide support for precise diagnosis and treatment.

论文信息

作者
Jiang H、Yu D、Yang P、Guo R、Kong M、Gao Y、Yu X、Lu X
第一作者单位
Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.China
通讯作者单位
Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China.China
文献类型
非美国政府资助研究
期刊
Clinical and translational medicine2022 Feb
原文标识
PubMed 35184420 · DOI 10.1002/ctm2.730