Spatial Transcriptomics and snRNA-seq Expose CAF Niches Orchestrating Dual Stromal-Immune Barriers in Hepatocellular Carcinoma
- PMID: 41057994
- DOI: 10.1002/advs.202514661
Spatial Transcriptomics and snRNA-seq Expose CAF Niches Orchestrating Dual Stromal-Immune Barriers in Hepatocellular Carcinoma
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.
Keywords: Cancer‐associated fibroblasts; Hepatocellular carcinoma; Immunosuppressive Microenvironment; Spatial transcriptomics; single‐nucleus RNA sequencing.
© 2025 The Author(s). Advanced Science published by Wiley‐VCH GmbH.
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Grants and funding
- 2025YFF1207800/National Key R&D Program of China
- 52275581/National Natural Science Foundation of China
- 82372142/National Natural Science Foundation of China
- 82303477/National Natural Science Foundation of China
- 82327802/National Natural Science Foundation of China
- XDC0250104/Strategic Priority Research Program of Chinese Academy of Sciences
- XDC0250203/Strategic Priority Research Program of Chinese Academy of Sciences
- 20242238/333 High-Level Personnel Training Project of Jiangsu Province
- 202430953/333 High-Level Personnel Training Project of Jiangsu Province
- 202431148/333 High-Level Personnel Training Project of Jiangsu Province
- BF2024030/Frontier Technologies R&D Program of Jiangsu Province
- BM2022012/Project of Jiangsu Province High-End Medical Devices Technology Innovation Center
- Y2022088/Youth Innovation Promotion Association of CAS
- SYG2024116/Science and Technology Development Program of Suzhou
- SSD2025011/Science and Technology Development Program of Suzhou
- CX202501002/Innovative Key Project of Suzhou Institute of Biomedical Engineering and Technology
- 20214Y0510/Shanghai Municipal Health Commission
- 2024_070/Shanghai "Rising Stars of Medical Talents" Youth Development Program - Youth Medical Talents - Specialist Program SHWSRS
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