基于单细胞转录组学和空间转录组学,探索CAFs在黑色素瘤中的作用
Sheng Hong1, Yuhan Zhao2, Anni Hu3
1Department of Dermatology, First Affiliated Hospital of Naval Military Medical University, Shanghai, China.
Discover oncology
|November 14, 2025
概括
与癌症相关的纤维细胞 (CAFs) 在黑色素瘤中创造了免疫排除的环境,阻碍了免疫治疗. 了解CAF的空间角色和信号是克服免疫抵抗和改善癌症治疗策略的关键.
科学领域:
- 在瘤学瘤学.
- 免疫学 免疫学 免疫学
- 生物信息学是一种生物信息学.
背景情况:
- 与癌症相关的纤维细胞 (CAFs) 通过促进免疫排除,与免疫疗法耐药性有关.
- 在黑色素瘤中,CAFs的功能多样性和空间作用尚不清楚.
研究的目的:
- 系统地分析CAF分子程序和黑色素瘤的空间生态.
- 建立以CAF为中心的网络,推动免疫排斥.
- 开发基于CAF活动的临床预后模型.
主要方法:
- 集成的单细胞RNA测序,空间转录组学和大量RNA-seq数据.
- 使用加权基因共同表达网络分析 (WGCNA) 进行CAF分子分析.
- 利用空间分布,CellChat和联体受体分析来绘制免疫排除网络的地图.
主要成果:
- 在空间上,CAF与内皮细胞共同定位,并通过特定途径与免疫细胞相互作用 (例如,原-整体素,THBS1-CD47).
- 基于CAF-M1模块的风险评分在TCGA-SKCM队列中显示出显著的预后价值.
结论:
- 在黑色素瘤中,CAF通过空间聚合和信号传递建立了一个复杂的免疫排除网络,将肌体重塑与免疫逃避联系起来.
- 这些发现提供了关于CAF介导的免疫抵抗和分层免疫治疗的潜在点的见解.
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