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空间转录组学和 snRNA-seq 揭示 CAF 生态位在肝细胞癌中协调双重基质-免疫屏障

英文原题:Spatial Transcriptomics and snRNA-seq Expose CAF Niches Orchestrating Dual Stromal-Immune Barriers in Hepatocellular Carcinoma.

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Spatial Transcriptomics and snRNA-seq Expose CAF Niches Orchestrating Dual Stromal-Immune Barriers in Hepatocellular Carcinoma.

PubMed 2025/10/07(内容时间) Adv Sci (Weinh) Q1 · IF 14.1(JCR 2025)

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中文摘要

肝细胞癌(HCC)表现出显著的空间异质性,驱动治疗耐药,而癌症相关成纤维细胞(CAFs)在调控免疫抑制微环境中的作用仍未被完全阐明。

本研究整合单核RNA测序(snRNA-seq)和空间转录组学(stRNA-seq)来绘制HCC的细胞和分子图谱。snRNA-seq利用经典标记基因鉴定关键细胞群体——包括成纤维细胞、T_NK细胞和内皮细胞。空间转录组学通过稳健细胞类型分解(RCTD)算法绘制肿瘤区域(核心、侵袭前沿、间质)的基因表达图谱。免疫荧光验证胶原沉积和POSTN空间分布,确认T细胞排斥模式。分析鉴定出缺氧代谢性肌成纤维细胞(hmmyCAFs)是肿瘤微环境的核心调控者。hmmyCAFs在侵袭前沿富集,形成富含胶原的屏障,物理性排斥CD8⁺ T细胞。

同时,它们分泌POSTN以抑制免疫检查点信号,并驱动缺氧介导的T细胞代谢糖酵解重编程。在临床上,hmmyCAF活性和POSTN表达与无进展生存期缩短和免疫治疗耐药相关。这项多模态研究将hmmyCAFs定义为物理免疫抑制、分子调控和代谢重塑的三重构建者。通过将胶原重塑、POSTN介导的检查点抑制和缺氧驱动的代谢重编程与临床结局相关联,hmmyCAFs和POSTN可能作为评估HCC免疫治疗疗效的潜在指标。

展开英文摘要原文

Hepatocellular carcinoma (HCC) exhibits profound spatial heterogeneity driving therapeutic resistance, while the role of cancer-associated fibroblasts (CAFs) in orchestrating immunosuppressive niches remains incompletely defined.

This study integrates single-nucleus RNA sequencing (snRNA-seq) and spatial transcriptomics (stRNA-seq) to map the cellular and molecular landscape of HCC. snRNA-seq identifies key cell populations-including fibroblasts, T_NK cells, and endothelial cells-using canonical marker genes. Spatial transcriptomics maps gene expression across tumor regions (core, invasive front, stroma) via the robust cell type decomposition (RCTD) algorithm. Immunofluorescence validates collagen deposition and POSTN spatial distribution, confirming T-cell exclusion patterns. The analysis identifies hypoxic metabolic myofibroblasts (hmmyCAFs) as central regulators of the tumor microenvironment.

hmmyCAFs enrich at the invasive front, forming collagen-rich barriers that physically exclude CD8⁺ T cells. Simultaneously, they secrete POSTN to suppress immune checkpoint signaling and drive hypoxia-mediated glycolytic reprogramming of T-cell metabolism. Clinically, hmmyCAF activity and POSTN expression correlate with reduced progression-free survival and immunotherapy resistance.

This multimodal study defines hmmyCAFs as triple architects of physical immunosuppression, molecular regulation, and metabolic remodeling. By linking collagen remodeling, POSTN-mediated checkpoint inhibition, and hypoxia-driven metabolic reprogramming to clinical outcomes, hmmyCAFs and POSTN may serve as potential indicators for evaluating the efficacy of immunotherapy in HCC.

论文信息

作者
Li Y、Huan C、Sun H、Zhang W、Guo Z、Li C、Yao J、Zhang Z
单位
CAS Key Lab of Bio-Medical Diagnostics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science, Suzhou, 215163, China.China
期刊
Advanced science (Weinheim, Baden-Wurttemberg, Germany)2025 Dec
原文标识
PubMed 41057994 · DOI 10.1002/advs.202514661