Sathe Anuja, Grimes Susan M, Lau Billy T, Chen Jiamin, Suarez Carlos, Huang Robert J, Poultsides George, Ji Hanlee P
Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California.
Stanford Genome Technology Center, Stanford University, Palo Alto, California.
Clin Cancer Res. 2020 Jun 1;26(11):2640-2653. doi: 10.1158/1078-0432.CCR-19-3231. Epub 2020 Feb 14.
The tumor microenvironment (TME) consists of a heterogenous cellular milieu that can influence cancer cell behavior. Its characteristics have an impact on treatments such as immunotherapy. These features can be revealed with single-cell RNA sequencing (scRNA-seq). We hypothesized that scRNA-seq analysis of gastric cancer together with paired normal tissue and peripheral blood mononuclear cells (PBMC) would identify critical elements of cellular deregulation not apparent with other approaches.
scRNA-seq was conducted on seven patients with gastric cancer and one patient with intestinal metaplasia. We sequenced 56,167 cells comprising gastric cancer (32,407 cells), paired normal tissue (18,657 cells), and PBMCs (5,103 cells). Protein expression was validated by multiplex immunofluorescence.
Tumor epithelium had copy number alterations, a distinct gene expression program from normal, with intratumor heterogeneity. Gastric cancer TME was significantly enriched for stromal cells, macrophages, dendritic cells (DC), and Tregs. TME-exclusive stromal cells expressed distinct extracellular matrix components than normal. Macrophages were transcriptionally heterogenous and did not conform to a binary M1/M2 paradigm. Tumor DCs had a unique gene expression program compared to PBMC DCs. TME-specific cytotoxic T cells were exhausted with two heterogenous subsets. Helper, cytotoxic T, Treg, and NK cells expressed multiple immune checkpoint or co-stimulatory molecules. Receptor-ligand analysis revealed TME-exclusive intercellular communication.
Single-cell gene expression studies revealed widespread reprogramming across multiple cellular elements in the gastric cancer TME. Cellular remodeling was delineated by changes in cell numbers, transcriptional states, and intercellular interactions. This characterization facilitates understanding of tumor biology and enables identification of novel targets including for immunotherapy.
肿瘤微环境(TME)由一个异质性细胞环境组成,该环境可影响癌细胞行为。其特征对免疫疗法等治疗方法有影响。这些特征可通过单细胞RNA测序(scRNA-seq)揭示。我们假设,对胃癌以及配对的正常组织和外周血单核细胞(PBMC)进行scRNA-seq分析,将识别出其他方法未发现的细胞失调关键要素。
对7例胃癌患者和1例肠化生患者进行scRNA-seq。我们对56,167个细胞进行了测序,包括胃癌细胞(32,407个细胞)、配对的正常组织细胞(18,657个细胞)和PBMC(5,103个细胞)。通过多重免疫荧光验证蛋白质表达。
肿瘤上皮有拷贝数改变,与正常组织有不同的基因表达程序,存在肿瘤内异质性。胃癌TME中基质细胞、巨噬细胞、树突状细胞(DC)和调节性T细胞(Treg)显著富集。TME特有的基质细胞表达与正常细胞不同的细胞外基质成分。巨噬细胞在转录上是异质性的,不符合二元M1/M2模式。与PBMC DC相比,肿瘤DC有独特的基因表达程序。TME特异性细胞毒性T细胞耗竭,有两个异质性亚群。辅助性T细胞、细胞毒性T细胞、Treg和自然杀伤(NK)细胞表达多种免疫检查点或共刺激分子。受体-配体分析揭示了TME特有的细胞间通讯。
单细胞基因表达研究揭示了胃癌TME中多个细胞成分的广泛重编程。细胞重塑通过细胞数量、转录状态和细胞间相互作用的变化来描绘。这种特征有助于理解肿瘤生物学,并能够识别包括免疫疗法在内的新靶点。