在三阴性乳腺癌中开发一种与休眠相关的细胞外基质特征,该特征与免疫抑制性肿瘤微环境以及对丝裂原活化蛋白激酶抑制剂的选择性敏感性相关。
Developing a dormancy-associated ECM signature in TNBC that is linked to immunosuppressive tumor microenvironment and selective sensitivity to MAPK inhibitors.
作者信息
Dong Yang, Bai Jin, Zhou Jianjun
机构信息
Research Center for Translational Medicine, Cancer Stem Cell Institute, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China.
Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China.
出版信息
Heliyon. 2024 May 29;10(11):e32106. doi: 10.1016/j.heliyon.2024.e32106. eCollection 2024 Jun 15.
AIMS
Cellular dormancy is a state of quiescence subpopulation of tumor cells, characterized by low differentiation and lack of mitotic activity. They could evade chemotherapy and targeted therapy, leading to drug resistance and disease recurrence. Recent studies have shown a correlation between dormant cancer cells and unique extracellular matrix (ECM) composition, which is critical in regulating cell behavior. However, their interacting roles in TNBC patients remains to be characterized.
MAIN METHODS
Dormant cancer cells in MDA-MB-231 cell line with highest PKH26 dye-retaining were FACS-sorted and gene expression was then analyzed. Dormant associated ECM (DA-ECM) signature was characterized by pathway analysis. Unsupervised hierarchical clustering was used to define distinct ECM features for TNBC patients. ECM-specific tumor biology was defined by integration of bulk RNA-seq with single-cell RNA-seq data, analysis of ligand-receptor interactions and enriched biological pathways, and in silico drug screening. We validated the sensitivity of dormant cancer cells to MAPK inhibitors by flow cytometry in vitro.
KEY FINDINGS
We observed that dormant TNBC cells preferentially expressed ∼10 % DA-ECM genes. The DA-ECM High subtype defined by unsupervised hierarchical clustering analysis was associated with immunosuppressive tumor microenvironment. Moreover, ligand-receptor interaction and pathway analysis revealed that the DA-ECM High subtype may likely help maintain tumor cell dormancy through MAPK, Hedgehog and Notch signaling pathways. Finally, in silico drug screening against the DA-ECM signature and in vitro assay showed dormant cancer cells were relatively sensitive to the MAPK pathway inhibitors, which may represent a potential therapeutic strategy for treating TNBC.
SIGNIFICANCE
Collectively, our research revealed that dormancy-associated ECM characterized tumor cells possess significant ECM remodeling capacity, and treatment strategies towards these cells could improve TNBC patient outcome.
目的
细胞休眠是肿瘤细胞的一种静止亚群状态,其特征为低分化和缺乏有丝分裂活性。它们能够逃避化疗和靶向治疗,导致耐药性和疾病复发。最近的研究表明,休眠癌细胞与独特的细胞外基质(ECM)组成之间存在关联,这在调节细胞行为中至关重要。然而,它们在三阴性乳腺癌(TNBC)患者中的相互作用作用仍有待明确。
主要方法
对PKH26染料保留率最高的MDA-MB-231细胞系中的休眠癌细胞进行荧光激活细胞分选(FACS),然后分析基因表达。通过通路分析对休眠相关ECM(DA-ECM)特征进行表征。使用无监督层次聚类来定义TNBC患者不同的ECM特征。通过将批量RNA测序与单细胞RNA测序数据整合、分析配体-受体相互作用和富集的生物学通路以及进行计算机药物筛选,来定义ECM特异性肿瘤生物学。我们在体外通过流式细胞术验证了休眠癌细胞对丝裂原活化蛋白激酶(MAPK)抑制剂的敏感性。
主要发现
我们观察到,休眠的TNBC细胞优先表达约10%的DA-ECM基因。通过无监督层次聚类分析定义的DA-ECM高亚型与免疫抑制性肿瘤微环境相关。此外,配体-受体相互作用和通路分析表明,DA-ECM高亚型可能通过MAPK、刺猬信号通路和Notch信号通路帮助维持肿瘤细胞休眠。最后,针对DA-ECM特征的计算机药物筛选和体外试验表明,休眠癌细胞对MAPK通路抑制剂相对敏感,这可能代表了一种治疗TNBC的潜在治疗策略。
意义
总体而言,我们的研究表明,与休眠相关的ECM特征化肿瘤细胞具有显著的ECM重塑能力,针对这些细胞的治疗策略可能会改善TNBC患者的预后。