ArticleJournal for immunotherapy of cancer2020
Blood-based extracellular matrix biomarkers are correlated with clinical outcome after PD-1 inhibition in patients with metastatic melanoma.
Article in Journal for immunotherapy of cancer, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 3 of them syntheses that pooled it.
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Who cites it
41 citing papers in PubMed, 3 syntheses or guidelines pooled it, 44 citations in OpenAlex.
- Pooled it
- Systematic literature review of real-world evidence on overall survival in cancer patients before and after the approval of anti-PD-(L)1 therapy.Frontiers in oncology · 2025Pooled it
- The entanglement of extracellular matrix molecules and immune checkpoint inhibitors in cancer: a systematic review of the literature.Frontiers in immunology · 2023Pooled it
- Plasma COL3A1 propeptide as a promising prognostic marker in oral squamous cell carcinoma.Scientific reports · 2026Article
- Mechanobiology of the tumor microenvironment: a review of therapeutic interactions and in vitro elasticity measurement techniques.Journal of biomedical science · 2026Review
- Collagen-derived biomarkers reveal distinct fibrotic responses among cancer-associated fibroblasts.Scientific reports · 2026Article
- Article
- Inhibiting the Secreted RGDKGE Collagen Peptide Selectively Controls CD8The American journal of pathology · 2026Article
- The immune microenvironment of colorectal cancer.Nature reviews. Cancer · 2025Review
- BIGH3 is a mediator of TGFβ-Induced collagen formation in fibrosis and pancreatic cancer and a potential therapeutic target.Scientific reports · 2025Article
- The Duality of Collagens in Metastases of Solid Tumors.International journal of molecular sciences · 2025Review
- Targeting IGF1R Overcomes Armored and Cold Tumor Microenvironment and Boosts Immune Checkpoint Blockade in Triple-Negative Breast Cancer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Biomechanics in the tumor microenvironment: from biological functions to potential clinical applications.Experimental hematology & oncology · 2025Review
- The role of various collagen types in tumor biology: a review.Frontiers in oncology · 2025Review
- Extracellular matrix dysregulation in aging, calcification, and cancer diseases: insights into cellular senescence, inflammation, and novel therapeutic strategies.International journal of biological sciences · 2025Review
- Type XII collagen is elevated in serum from patients with solid tumors: a non-invasive biomarker of activated fibroblasts.Clinical and experimental medicine · 2024Article
- Article
- Conserved immuno-collagenic subtypes predict response to immune checkpoint blockade.Cancer communications (London, England) · 2024Article
- Modulating extracellular matrix stiffness: a strategic approach to boost cancer immunotherapy.Cell death & disease · 2024Review
- Crosstalk between T lymphocyte and extracellular matrix in tumor microenvironment.Frontiers in immunology · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImmune checkpoint inhibitors that target the programmed cell death protein 1 (PD-1) receptor induce a response in only a subgroup of patients with metastatic melanoma. Previous research suggests that transforming growth factor beta signaling and a collagen-rich peritumoral stroma (tumor fibrosis), may negatively interfere with the interaction between T cells and tumor cells and thereby contribute to resistance mechanisms by immune-exclusion, while increased tumor infiltration of M1-like macrophages enhances T cell activity. Hence, the current study aimed to assess the relationship between blood-based markers of collagen or vimentin turnover (reflecting M1 macrophage activity) and clinical outcome in patients with metastatic melanoma after PD-1 inhibition.
methodsPatients with metastatic melanoma who were treated with anti-PD-1 monotherapy between May 2016 and March 2019 were included in a prospective observational study. N-terminal pro-peptide of type III collagen (PRO-C3) cross-linked N-terminal pro-peptides of type III collagen (PC3X), matrix metalloprotease (MMP)-degraded type III (C3M) and type IV collagen (C4M), granzyme B-degraded type IV collagen and citrullinated and MMP-degraded vimentin (VICM) were measured with immunoassays in serum before (n=107), and 6 weeks after the first administration of immunotherapy (n=94). The association between biomarker levels and overall survival (OS) or progression-free survival (PFS) was assessed.
resultsMultivariate Cox regression analysis identified high baseline PRO-C3 (Q4) and PC3X (Q4) as independent variables of worse PFS (PRO-C3: HR=1.81, 95% CI=1.06 to 3.10, p=0.030 and PC3X: HR=1.86, 95% CI=1.09 to 3.18, p=0.023). High baseline PRO-C3 was also independently related to worse OS (HR=2.08, 95% CI=1.06 to 4.09, p=0.035), whereas a high C3M/PRO-C3 ratio was related to improved OS (HR=0.42, 95% CI=0.20 to 0.90, p=0.025). An increase in VICM (p<0.0001; in 56% of the patients) was observed after 6 weeks of treatment, and an increase in VICM was independently associated with improved OS (HR=0.28, 95% CI=0.10 to 0.77, p=0.014).
conclusionsBlood-based biomarkers reflecting excessive type III collagen turnover were associated with worse OS and PFS after PD-1 inhibition in metastatic melanoma. Moreover, an increase in VICM levels after 6 weeks of treatment was associated with improved OS. These findings suggest that type III collagen and vimentin turnover contribute to resistance/response mechanisms of PD-1 inhibitors and hold promise of assessing extracellular matrix-derived and stroma-derived components to predict immunotherapy response.
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