ArticleJournal of translational medicine2025
CAFs activated by YAP1 upregulate cancer matrix stiffness to mediate hepatocellular carcinoma progression.
Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Matrix stiffness-induced YEATS2 drives HCC progression via epigenetic activation of the TGFBR2-TAZ-AKT pathway.Cell death and differentiation · 2026Article
- Mechanobiology of Matricellular Proteins in Bladder Cancer: A Narrative Review and Bioinformatics Analysis.Biomolecules · 2026Review
- Single-cell transcriptomic analysis identifies a MIF-driven keratinocyte-macrophage-Th2 axis as a key inflammatory circuit in atopic dermatitis.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2026Article
- Targeting Tumor-Associated Macrophages and Cancer-Associated Fibroblasts to Overcome Therapeutic Resistance in Hepatocellular Carcinoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026Review
- Integrative bibliometrics and spatial transcriptomics identify CAF-associated genes and immune niches in hepatocellular carcinoma.Discover oncology · 2026Article
- The extracellular matrix in inflammation and cancer.Molecular biomedicine · 2026Review
- Autophagy in cancer-associated fibroblasts: its role in gastrointestinal cancers.Molecular cancer · 2026Review
- Extracellular matrix stiffness in hepatocellular carcinoma: mechanisms and targeted therapeutic strategies.Frontiers in immunology · 2026Review
- The Interaction of PI3K/AKT/mTOR Pathway with the Tumor Microenvironment: A Dual Engine Driving Breast Cancer Progression and Reshaping Treatment Strategies.Cancer management and research · 2026Review
- Single-cell insights into hepatic fibroblasts and stellate cells: heterogeneity in matrix remodelling in development, health, and disease.Npj gut and liver · 2026Review
- Mechanical properties of the tumor microenvironment: drivers of immunotherapy resistance in solid tumors.Frontiers in immunology · 2026Review
- Cancer-associated fibroblasts in hepatocellular carcinoma: origins, heterogeneity, and therapeutic implications.Frontiers in immunology · 2025Review
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Authors and funding
6 authors.
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Abstract
backgroundThe stiffness of the matrix is closely related to the progression of hepatocellular carcinoma (HCC). Although direct targeting of stromal rigidity in HCC remains a clinical challenge, cancer-associated fibroblasts (CAFs) are considered key contributors to this process. Given the heterogeneity of CAFs, this study explored the relationship between specific CAF subsets and liver cancer matrix stiffness, aiming to identify novel therapeutic targets for HCC patients.
methodsSingle-cell sequencing datasets were leveraged to identify cell types within liver cancer and characterize the transcriptomic profiles of CAFs. Prognostic analysis, utilizing the Gene Expression Profiling Interactive Analysis (GEPIA) and The Cancer Genome Atlas (TCGA) liver cancer datasets, assessed the correlation between matrix stiffness-related genes and HCC patient outcomes. Pseudo-time analysis was applied to trace the developmental trajectories of CAFs. By calculating intercellular communication probabilities and analyzing transcription factor activity, the functions and interactions of different CAF subsets were elucidated. Gene Ontology (GO) analysis was used to explore the functional roles of CAFs in distinct Yes-associated protein 1 (YAP1) groups. Finally, cellular experiments and animal experiments were further conducted to validate the hypotheses of this study.
resultsThis study identified CAF subpopulations based on single-cell sequencing data and analyzed transcriptional changes within these subpopulations. Key findings include the identification of collagen type I alpha 1 (COL1A1), collagen type III alpha 1 (COL3A1), and lysyloxidase (LOX) as pivotal node genes during CAF development. Moreover, the expression of matrix stiffness-related genes was inversely correlated with the prognosis of HCC patients. Notably, the YAP1-positive CAF subpopulation emerged as the primary contributor to matrix stiffness in liver cancer. This subpopulation upregulates the expression of matrix stiffness-related genes and promotes tumor progression by activating signaling pathways such as autophagy and GTPase activity regulation. Cellular experiments and animal studies further validated this conclusion.
conclusionThis single-cell analysis uncovered the functional roles of CAFs in liver cancer. The YAP1-positive CAF subpopulation, in particular, was shown to contribute to matrix stiffness by upregulating the expression of relevant genes and promoting tumor progression through the activation of specific signaling pathways.
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