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

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.

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Publication Details

Journal
Advanced Science
Published
2025-10-07
DOI
https://doi.org/10.1002/advs.202514661
Citations
4
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
3.22
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article

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

Qiongzhu Dong, Yingxue Li, Lianqun Zhou, Haoting Sun et al.
4 citations
Advanced Science
Single-cell and spatial transcriptomics
3.22
article

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

Qiongzhu Dong, Yingxue Li, Lianqun Zhou, Haoting Sun, Chuanyu Li, Zhenzhong Guo, Lun–Xiu Qin, Wei Zhang, Jinze Li, Zhiqi Zhang, Jia Yao, Shizhe Yu, Changxiang Huan
article en
4 citations

Abstract

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.

Advanced ScienceVol. 12(48)
University of Science and Technology of China (CN), Suzhou Institute of Biomedical Engineering and Technology (CN), Huashan Hospital (CN)
Openalex Percentile: Top 7%
Single-cell and spatial transcriptomics
3.22
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