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Survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/Raf kinase inhibitory protein
Immunotherapy for metastatic melanoma offers great promise but, to date, only a subset of patients have responded. There is an urgent need to identify ways of allocating patients to the most beneficial therapy, to increase survival and decrease therapy-associated morbidity and costs. Blood-based bio...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5620184/ https://www.ncbi.nlm.nih.gov/pubmed/28978044 http://dx.doi.org/10.18632/oncotarget.18698 |
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author | Buschow, Sonja I. Ramazzotti, Matteo Reinieren-Beeren, Inge M.J. Heinzerling, Lucie M. Westdorp, Harm Stefanini, Irene Beltrame, Luca Hato, Stanleyson V. Ellebaek, Eva Gross, Stefanie Nguyen, Van Anh Weinlich, Georg Ragoussis, Jiannis Baban, Dilair Schuler-Thurner, Beatrice Svane, Inge M. Romani, Nikolaus Austyn, Jonathan M. De Vries, I. Jolanda M. Schuler, Gerold Cavalieri, Duccio Figdor, Carl G. |
author_facet | Buschow, Sonja I. Ramazzotti, Matteo Reinieren-Beeren, Inge M.J. Heinzerling, Lucie M. Westdorp, Harm Stefanini, Irene Beltrame, Luca Hato, Stanleyson V. Ellebaek, Eva Gross, Stefanie Nguyen, Van Anh Weinlich, Georg Ragoussis, Jiannis Baban, Dilair Schuler-Thurner, Beatrice Svane, Inge M. Romani, Nikolaus Austyn, Jonathan M. De Vries, I. Jolanda M. Schuler, Gerold Cavalieri, Duccio Figdor, Carl G. |
author_sort | Buschow, Sonja I. |
collection | PubMed |
description | Immunotherapy for metastatic melanoma offers great promise but, to date, only a subset of patients have responded. There is an urgent need to identify ways of allocating patients to the most beneficial therapy, to increase survival and decrease therapy-associated morbidity and costs. Blood-based biomarkers are of particular interest because of their straightforward implementation in routine clinical care. We sought to identify markers for dendritic cell (DC) vaccine-based immunotherapy against metastatic melanoma through gene expression analysis of peripheral blood mononuclear cells. A large-scale microarray analysis of 74 samples from two treatment centers, taken directly after the first round of DC vaccination, was performed. We found that phosphatidylethanolamine binding protein 1 (PEBP1)/Raf Kinase inhibitory protein (RKIP) expression can be used to identify a significant proportion of patients who performed poorly after DC vaccination. This result was validated by q-PCR analysis on blood samples from a second cohort of 95 patients treated with DC vaccination in four different centers. We conclude that low PEBP1 expression correlates with poor overall survival after DC vaccination. Intriguingly, this was only the case for expression of PEBP1 after, but not prior to, DC vaccination. Moreover, the change in PEBP1 expression upon vaccination correlated well with survival. Further analyses revealed that PEBP1 expression positively correlated with genes involved in T cell responses but inversely correlated with genes associated with myeloid cells and aberrant inflammation including STAT3, NOTCH1, and MAPK1. Concordantly, PEBP1 inversely correlated with the myeloid/lymphoid-ratio and was suppressed in patients suffering from chronic inflammatory disease. |
format | Online Article Text |
id | pubmed-5620184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-56201842017-10-03 Survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/Raf kinase inhibitory protein Buschow, Sonja I. Ramazzotti, Matteo Reinieren-Beeren, Inge M.J. Heinzerling, Lucie M. Westdorp, Harm Stefanini, Irene Beltrame, Luca Hato, Stanleyson V. Ellebaek, Eva Gross, Stefanie Nguyen, Van Anh Weinlich, Georg Ragoussis, Jiannis Baban, Dilair Schuler-Thurner, Beatrice Svane, Inge M. Romani, Nikolaus Austyn, Jonathan M. De Vries, I. Jolanda M. Schuler, Gerold Cavalieri, Duccio Figdor, Carl G. Oncotarget Research Paper Immunotherapy for metastatic melanoma offers great promise but, to date, only a subset of patients have responded. There is an urgent need to identify ways of allocating patients to the most beneficial therapy, to increase survival and decrease therapy-associated morbidity and costs. Blood-based biomarkers are of particular interest because of their straightforward implementation in routine clinical care. We sought to identify markers for dendritic cell (DC) vaccine-based immunotherapy against metastatic melanoma through gene expression analysis of peripheral blood mononuclear cells. A large-scale microarray analysis of 74 samples from two treatment centers, taken directly after the first round of DC vaccination, was performed. We found that phosphatidylethanolamine binding protein 1 (PEBP1)/Raf Kinase inhibitory protein (RKIP) expression can be used to identify a significant proportion of patients who performed poorly after DC vaccination. This result was validated by q-PCR analysis on blood samples from a second cohort of 95 patients treated with DC vaccination in four different centers. We conclude that low PEBP1 expression correlates with poor overall survival after DC vaccination. Intriguingly, this was only the case for expression of PEBP1 after, but not prior to, DC vaccination. Moreover, the change in PEBP1 expression upon vaccination correlated well with survival. Further analyses revealed that PEBP1 expression positively correlated with genes involved in T cell responses but inversely correlated with genes associated with myeloid cells and aberrant inflammation including STAT3, NOTCH1, and MAPK1. Concordantly, PEBP1 inversely correlated with the myeloid/lymphoid-ratio and was suppressed in patients suffering from chronic inflammatory disease. Impact Journals LLC 2017-06-27 /pmc/articles/PMC5620184/ /pubmed/28978044 http://dx.doi.org/10.18632/oncotarget.18698 Text en Copyright: © 2017 Buschow et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Buschow, Sonja I. Ramazzotti, Matteo Reinieren-Beeren, Inge M.J. Heinzerling, Lucie M. Westdorp, Harm Stefanini, Irene Beltrame, Luca Hato, Stanleyson V. Ellebaek, Eva Gross, Stefanie Nguyen, Van Anh Weinlich, Georg Ragoussis, Jiannis Baban, Dilair Schuler-Thurner, Beatrice Svane, Inge M. Romani, Nikolaus Austyn, Jonathan M. De Vries, I. Jolanda M. Schuler, Gerold Cavalieri, Duccio Figdor, Carl G. Survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/Raf kinase inhibitory protein |
title | Survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/Raf kinase inhibitory protein |
title_full | Survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/Raf kinase inhibitory protein |
title_fullStr | Survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/Raf kinase inhibitory protein |
title_full_unstemmed | Survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/Raf kinase inhibitory protein |
title_short | Survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/Raf kinase inhibitory protein |
title_sort | survival of metastatic melanoma patients after dendritic cell vaccination correlates with expression of leukocyte phosphatidylethanolamine-binding protein 1/raf kinase inhibitory protein |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5620184/ https://www.ncbi.nlm.nih.gov/pubmed/28978044 http://dx.doi.org/10.18632/oncotarget.18698 |
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