Matrix BiologyGenomicsPeer-reviewed journal article
Phase-specific signatures of wound fibroblasts and matrix patterns define cancer-associated fibroblast subtypes
Mateusz S. WietechaiD, David Lauenstein, Michael CangkramaiD, Sybille SeileriD, Juyoung JiniD, Andreas GoppeltiD, Manfred ClaasseniD, Mitchell Paul LevesqueiD, Reinhard DummeriD, Sabine WerneriD
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.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: cell type annotation
- approach: statistical model
- Citations
- 19
- FWCI
- 2.08
- Field percentile
- top 13%
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