Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15206, USA.
UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA.
Commun Biol. 2024 Jan 5;7(1):20. doi: 10.1038/s42003-023-05733-x.
High-grade serous ovarian carcinoma (HGSOC) is a heterogeneous disease, and a highstromal/desmoplastic tumor microenvironment (TME) is associated with a poor outcome. Stromal cell subtypes, including fibroblasts, myofibroblasts, and cancer-associated mesenchymal stem cells, establish a complex network of paracrine signaling pathways with tumor-infiltrating immune cells that drive effector cell tumor immune exclusion and inhibit the antitumor immune response. In this work, we integrate single-cell transcriptomics of the HGSOC TME from public and in-house datasets (n = 20) and stratify tumors based upon high vs. low stromal cell content. Although our cohort size is small, our analyses suggest a distinct transcriptomic landscape for immune and non-immune cells in high-stromal vs. low-stromal tumors. High-stromal tumors have a lower fraction of certain T cells, natural killer (NK) cells, and macrophages, and increased expression of CXCL12 in epithelial cancer cells and cancer-associated mesenchymal stem cells (CA-MSCs). Analysis of cell-cell communication indicate that epithelial cancer cells and CA-MSCs secrete CXCL12 that interacte with the CXCR4 receptor, which is overexpressed on NK and CD8+ T cells. Dual IHC staining show that tumor infiltrating CD8 T cells localize in proximity of CXCL12+ tumor area. Moreover, CXCL12 and/or CXCR4 antibodies confirm the immunosuppressive role of CXCL12-CXCR4 in high-stromal tumors.
高级别浆液性卵巢癌(HGSOC)是一种异质性疾病,高基质/促结缔组织增生型肿瘤微环境(TME)与不良预后相关。基质细胞亚型,包括成纤维细胞、肌成纤维细胞和癌相关间充质干细胞,与浸润肿瘤的免疫细胞一起建立了一个复杂的旁分泌信号通路网络,驱动效应细胞肿瘤免疫排斥,并抑制抗肿瘤免疫反应。在这项工作中,我们整合了来自公共和内部数据集的 HGSOC TME 的单细胞转录组学数据(n=20),并根据高基质细胞含量与低基质细胞含量对肿瘤进行分层。尽管我们的队列规模较小,但我们的分析表明,在高基质与低基质肿瘤中,免疫细胞和非免疫细胞具有明显不同的转录组学特征。高基质肿瘤中某些 T 细胞、自然杀伤(NK)细胞和巨噬细胞的比例较低,上皮癌细胞和癌相关间充质干细胞(CA-MSCs)中 CXCL12 的表达增加。细胞间通讯分析表明,上皮癌细胞和 CA-MSCs 分泌的 CXCL12 与 NK 和 CD8+T 细胞上过度表达的 CXCR4 受体相互作用。双重免疫组织化学染色显示,肿瘤浸润性 CD8 T 细胞定位于 CXCL12+肿瘤区域附近。此外,CXCL12 和/或 CXCR4 抗体证实了 CXCL12-CXCR4 在高基质肿瘤中的免疫抑制作用。