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Single-cell analysis identifies NOTCH3-mediated interactions between stromal cells that promote microenvironment remodeling and invasion in lung adenocarcinoma

间质细胞 间充质干细胞 癌相关成纤维细胞 质量细胞仪 Notch信号通路 基质 癌症研究 肿瘤微环境 细胞 腺癌 生物 细胞生物学 信号转导 免疫学 癌症 肿瘤细胞 基因 遗传学 表型 免疫组织化学
作者
Handan Xiang,Yidan Pan,Marc A. Sze,Marta Wlodarska,Ling Li,Karyn Ann van de Mark,Haleema Qamar,Casey J. Moure,Douglas E. Linn,Josephine Hai,Ying Huo,James Clarke,Tze Guan Tan,Samantha Ho,Kun‐Yu Teng,Muhammad N. Ramli,Michael Nebozhyn,Chunsheng Zhang,Julianne Barlow,Corinne E. Gustafson,Savanna Gornisiewicz,Thomas P. Albertson,Stephanie L. Korle,Raphael Bueno,Lily Y. Moy,Elisabeth H. Vollmann,Derek Y. Chiang,Philip E. Brandish,Andrey Loboda
出处
期刊:Cancer Research [American Association for Cancer Research]
标识
DOI:10.1158/0008-5472.can-23-1183
摘要

Abstract Cancer immunotherapy has revolutionized the treatment of lung adenocarcinoma (LUAD); however, a significant proportion of patients do not respond. Recent transcriptomic studies to understand determinants of immunotherapy response have pinpointed stromal-mediated resistance mechanisms. To gain a better understanding of stromal biology at the cellular and molecular level in LUAD, we performed single-cell RNA-sequencing of 256,379 cells, including 13,857 mesenchymal cells, from 9 treatment-naïve patients. Among the mesenchymal cell subsets, FAP+PDPN+ cancer-associated fibroblasts (CAFs) and ACTA2+MCAM+ pericytes were enriched in tumors and differentiated from lung resident fibroblasts. Imaging-mass cytometry revealed that both subsets were topographically adjacent to the perivascular niche and had close spatial interactions with endothelial cells (ECs). Modeling of ligand and receptor interactomes between mesenchymal and ECs identified that NOTCH signaling drives these cell-to-cell interactions in tumors, with pericytes and CAFs as the signal receivers and arterial and PLVAPhigh immature neovascular ECs as the signal senders. Either pharmacologically blocking NOTCH signaling or genetically depleting NOTCH3 levels in mesenchymal cells significantly reduced collagen production and suppressed cell invasion. Bulk RNA-sequencing data demonstrated that NOTCH3 expression correlated with poor survival in stroma-rich patients and that a T cell-inflamed gene signature only predicted survival in patients with low NOTCH3. Collectively, this study provides valuable insights into the role of NOTCH3 in regulating tumor stroma biology, warranting further studies to elucidate the clinical implications of targeting NOTCH3 signaling.

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