Single-cell analysis reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of ovarian cancer.

Single-cell analysis reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of ovarian cancer.
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单细胞分析揭示了卵巢癌微环境中的间质动力学和肿瘤特异性特征。

DOI:
10.1038/s42003-023-05733-x
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发表时间:
2024-01-05
影响因子:
5.9
通讯作者:
Osmanbeyoglu, Hatice Ulku
Osmanbeyoglu, Hatice Ulku
中科院分区:
生物学2区
文献类型:
--
作者:
Zhang, Linan;Cascio, Sandra;Mellors, John W.;Buckanovich, Ronald J.;Osmanbeyoglu, Hatice Ulku

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高级别浆液性卵巢癌(HGSOC)是一种异质性疾病,高间质/结缔组织增生肿瘤微环境(TME)与不良预后相关。基质细胞亚型,包括成纤维细胞、肌成纤维细胞和癌症相关间充质干细胞,与肿瘤浸润免疫细胞建立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(n = 20)的HGSOC TME的单细胞转录组学,并根据基质细胞含量高低对肿瘤进行分层。虽然我们的队列规模很小,但我们的分析表明,在高基质肿瘤和低基质肿瘤中,免疫细胞和非免疫细胞的转录组学景观截然不同。高间质肿瘤的某些T细胞、自然杀伤细胞(NK)和巨噬细胞的比例较低,并且CXCL12在上皮癌细胞和癌症相关间充质干细胞(CA-MSCs)中的表达增加。细胞间通讯分析表明,上皮癌细胞和CA-MSCs分泌与CXCR4受体相互作用的CXCL12,该受体在NK细胞和CD8+ T细胞上过表达。双免疫组化染色显示肿瘤浸润的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在高间质肿瘤中的免疫抑制作用。一项卵巢癌的单细胞转录组学综合研究显示,高基质瘤和低基质瘤在肿瘤免疫细胞浸润谱(热与冷)中具有不同的类别。高基质细胞水平与免疫抑制表型相关。
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. An integrative single-cell transcriptomics study of ovarian cancer shows high and low stromal tumors have distinct classes in tumor-immune cell infiltration spectrum (hot vs cold). High stromal cell levels correlate with an immunosuppressive phenotype.
DOI: 10.1093/bioinformatics/btw313
发表时间: 2016-09-15
期刊: BIOINFORMATICS
影响因子: 5.8
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