Cargando…
Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients
BACKGROUND: Excessive extracellular matrix (ECM) remodeling and a reactive stroma can affect T-cell infiltration and T-cell activity in the tumor and hereby influence response to immune checkpoint inhibitors (ICI). In the pursuit of finding biomarkers that predict treatment response, we evaluated th...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6300009/ https://www.ncbi.nlm.nih.gov/pubmed/30567561 http://dx.doi.org/10.1186/s40425-018-0474-z |
_version_ | 1783381606835159040 |
---|---|
author | Jensen, Christina Madsen, Daniel Hargbøl Hansen, Morten Schmidt, Henrik Svane, Inge Marie Karsdal, Morten Asser Willumsen, Nicholas |
author_facet | Jensen, Christina Madsen, Daniel Hargbøl Hansen, Morten Schmidt, Henrik Svane, Inge Marie Karsdal, Morten Asser Willumsen, Nicholas |
author_sort | Jensen, Christina |
collection | PubMed |
description | BACKGROUND: Excessive extracellular matrix (ECM) remodeling and a reactive stroma can affect T-cell infiltration and T-cell activity in the tumor and hereby influence response to immune checkpoint inhibitors (ICI). In the pursuit of finding biomarkers that predict treatment response, we evaluated the association between serum biomarkers of collagen and vimentin turnover and outcomes in metastatic melanoma patients treated with the anti-CTLA-4 antibody ipilimumab (IPI). METHODS: Type III collagen formation (PRO-C3), MMP-degraded type I, type III and type IV collagens (C1M, C3M and C4M), and citrullinated and MMP-degraded vimentin (VICM) were measured with ELISAs in serum from metastatic melanoma patients before (n = 66) and 3 weeks after (n = 52) initiation of IPI treatment. Biomarker levels were associated with Disease Control Rate (DCR) and survival outcomes. RESULTS: We found that baseline levels of PRO-C3 (p = 0.011), C1M (p = 0.003), C3M (p = 0.013) and C4M (p = 0.027) were significantly elevated in patients with progressive disease (PD). Univariate Cox regression analysis identified high PRO-C3 (p = 0.021) and C4M (p = 0.008) as predictors of poor overall survival (OS) and the biomarkers remained significant when evaluated with other covariates (PRO-C3 (p = 0.049) and C4M (p = 0.046)). Multivariate analysis identified VICM as a predictor of longer OS (p = 0.026). Similarly, a high C3M/PRO-C3 ratio predicted for increased OS (p = 0.034). Only C3M (p = 0.003) and VICM (p < 0.0001) increased 3 weeks after treatment. CONCLUSIONS: ECM and tissue remodeling quantified in pre-treatment serum were associated with response and survival outcomes in metastatic melanoma patients treated with IPI. This highlights the importance of addressing the ECM and stromal component non-invasively in future ICI studies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40425-018-0474-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6300009 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63000092018-12-20 Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients Jensen, Christina Madsen, Daniel Hargbøl Hansen, Morten Schmidt, Henrik Svane, Inge Marie Karsdal, Morten Asser Willumsen, Nicholas J Immunother Cancer Research Article BACKGROUND: Excessive extracellular matrix (ECM) remodeling and a reactive stroma can affect T-cell infiltration and T-cell activity in the tumor and hereby influence response to immune checkpoint inhibitors (ICI). In the pursuit of finding biomarkers that predict treatment response, we evaluated the association between serum biomarkers of collagen and vimentin turnover and outcomes in metastatic melanoma patients treated with the anti-CTLA-4 antibody ipilimumab (IPI). METHODS: Type III collagen formation (PRO-C3), MMP-degraded type I, type III and type IV collagens (C1M, C3M and C4M), and citrullinated and MMP-degraded vimentin (VICM) were measured with ELISAs in serum from metastatic melanoma patients before (n = 66) and 3 weeks after (n = 52) initiation of IPI treatment. Biomarker levels were associated with Disease Control Rate (DCR) and survival outcomes. RESULTS: We found that baseline levels of PRO-C3 (p = 0.011), C1M (p = 0.003), C3M (p = 0.013) and C4M (p = 0.027) were significantly elevated in patients with progressive disease (PD). Univariate Cox regression analysis identified high PRO-C3 (p = 0.021) and C4M (p = 0.008) as predictors of poor overall survival (OS) and the biomarkers remained significant when evaluated with other covariates (PRO-C3 (p = 0.049) and C4M (p = 0.046)). Multivariate analysis identified VICM as a predictor of longer OS (p = 0.026). Similarly, a high C3M/PRO-C3 ratio predicted for increased OS (p = 0.034). Only C3M (p = 0.003) and VICM (p < 0.0001) increased 3 weeks after treatment. CONCLUSIONS: ECM and tissue remodeling quantified in pre-treatment serum were associated with response and survival outcomes in metastatic melanoma patients treated with IPI. This highlights the importance of addressing the ECM and stromal component non-invasively in future ICI studies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40425-018-0474-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-12-19 /pmc/articles/PMC6300009/ /pubmed/30567561 http://dx.doi.org/10.1186/s40425-018-0474-z Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Jensen, Christina Madsen, Daniel Hargbøl Hansen, Morten Schmidt, Henrik Svane, Inge Marie Karsdal, Morten Asser Willumsen, Nicholas Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients |
title | Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients |
title_full | Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients |
title_fullStr | Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients |
title_full_unstemmed | Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients |
title_short | Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients |
title_sort | non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-ctla-4) in metastatic melanoma patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6300009/ https://www.ncbi.nlm.nih.gov/pubmed/30567561 http://dx.doi.org/10.1186/s40425-018-0474-z |
work_keys_str_mv | AT jensenchristina noninvasivebiomarkersderivedfromtheextracellularmatrixassociatewithresponsetoimmunecheckpointblockadeantictla4inmetastaticmelanomapatients AT madsendanielhargbøl noninvasivebiomarkersderivedfromtheextracellularmatrixassociatewithresponsetoimmunecheckpointblockadeantictla4inmetastaticmelanomapatients AT hansenmorten noninvasivebiomarkersderivedfromtheextracellularmatrixassociatewithresponsetoimmunecheckpointblockadeantictla4inmetastaticmelanomapatients AT schmidthenrik noninvasivebiomarkersderivedfromtheextracellularmatrixassociatewithresponsetoimmunecheckpointblockadeantictla4inmetastaticmelanomapatients AT svaneingemarie noninvasivebiomarkersderivedfromtheextracellularmatrixassociatewithresponsetoimmunecheckpointblockadeantictla4inmetastaticmelanomapatients AT karsdalmortenasser noninvasivebiomarkersderivedfromtheextracellularmatrixassociatewithresponsetoimmunecheckpointblockadeantictla4inmetastaticmelanomapatients AT willumsennicholas noninvasivebiomarkersderivedfromtheextracellularmatrixassociatewithresponsetoimmunecheckpointblockadeantictla4inmetastaticmelanomapatients |