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Updated: Aug 7, 2025

Cancer-Associated Fibroblasts from Mouse Mammary Tumors as Tools for Molecular and Computational Studies
Published on: July 3, 2025
Phase-specific signatures of wound fibroblasts and matrix patterns define cancer-associated fibroblast subtypes
Mateusz S Wietecha1, David Lauenstein2, Michael Cangkrama2
1Institute of Molecular Health Sciences, Department of Biology, ETH Zürich, Otto-Stern-Weg 7, 8093 Zürich, Switzerland; Present address: Department of Oral Biology, College of Dentistry, University of Illinois Chicago, 801 S. Paulina St., Chicago, IL 60612, USA.
Abstract:
Healing wounds and cancers present remarkable cellular and molecular parallels, but the specific roles of the healing phases are largely unknown. We developed a bioinformatics pipeline to identify genes and pathways that define distinct phases across the time-course of healing. Their comparison to cancer transcriptomes revealed that a resolution phase wound signature is associated with increased severity in skin cancer and enriches for extracellular matrix-related pathways. Comparisons of transcriptomes of early- and late-phase wound fibroblasts vs skin cancer-associated fibroblasts (CAFs) identified an "early wound" CAF subtype, which localizes to the inner tumor stroma and expresses collagen-related genes that are controlled by the RUNX2 transcription factor. A "late wound" CAF subtype localizes to the outer tumor stroma and expresses elastin-related genes. Matrix imaging of primary melanoma tissue microarrays validated these matrix signatures and identified collagen- vs elastin-rich niches within the tumor microenvironment, whose spatial organization predicts survival and recurrence. These results identify wound-regulated genes and matrix patterns with prognostic potential in skin cancer.
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