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Characterization of a Myeloid Activation Signature That Correlates with Survival in Melanoma Patients

Understanding the cellular interactions within the tumor microenvironment (TME) of melanoma paved the way for novel therapeutic modalities, such as T cell-targeted immune checkpoint inhibitors (ICI). However, only a limited fraction of patients benefits from such therapeutic modalities, highlighting...

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Autores principales: Kremenovic, Mirela, Rombini, Nives, Chan, Alfred A., Gruber, Thomas, Bäriswyl, Lukas, Lee, Delphine J., Schenk, Mirjam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7352688/
https://www.ncbi.nlm.nih.gov/pubmed/32486450
http://dx.doi.org/10.3390/cancers12061431
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author Kremenovic, Mirela
Rombini, Nives
Chan, Alfred A.
Gruber, Thomas
Bäriswyl, Lukas
Lee, Delphine J.
Schenk, Mirjam
author_facet Kremenovic, Mirela
Rombini, Nives
Chan, Alfred A.
Gruber, Thomas
Bäriswyl, Lukas
Lee, Delphine J.
Schenk, Mirjam
author_sort Kremenovic, Mirela
collection PubMed
description Understanding the cellular interactions within the tumor microenvironment (TME) of melanoma paved the way for novel therapeutic modalities, such as T cell-targeted immune checkpoint inhibitors (ICI). However, only a limited fraction of patients benefits from such therapeutic modalities, highlighting the need for novel predictive and prognostic biomarkers. As myeloid cells orchestrate the tumor-specific immune response and influence the efficacy of ICI, assessing their activation state within the TME is of clinical relevance. Here, we characterized a myeloid activation (MA) signature, comprising the three genes Cxcl11, Gbp1, and Ido1, from gene expression data of human myeloid cells stimulated with poly(I:C) or cGAMP. This MA signature positively correlated to overall survival in melanoma. In addition, increased expression of the MA signature was observed in melanoma patients responding to ICI (anti-PD-1), as compared to non-responders. Furthermore, the MA signature was validated in the murine B16F10 melanoma model where it was induced and associated with decreased tumor growth upon intratumoral administration of poly(I:C) and cGAMP. Finally, we were able to visualize co-expression of the MA signature genes in myeloid cells of human melanoma tissues using RNAscope in situ hybridization. In conclusion, the MA signature indicates the activation state of myeloid cells and represents a prognostic biomarker for the overall survival in melanoma patients.
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spelling pubmed-73526882020-07-21 Characterization of a Myeloid Activation Signature That Correlates with Survival in Melanoma Patients Kremenovic, Mirela Rombini, Nives Chan, Alfred A. Gruber, Thomas Bäriswyl, Lukas Lee, Delphine J. Schenk, Mirjam Cancers (Basel) Article Understanding the cellular interactions within the tumor microenvironment (TME) of melanoma paved the way for novel therapeutic modalities, such as T cell-targeted immune checkpoint inhibitors (ICI). However, only a limited fraction of patients benefits from such therapeutic modalities, highlighting the need for novel predictive and prognostic biomarkers. As myeloid cells orchestrate the tumor-specific immune response and influence the efficacy of ICI, assessing their activation state within the TME is of clinical relevance. Here, we characterized a myeloid activation (MA) signature, comprising the three genes Cxcl11, Gbp1, and Ido1, from gene expression data of human myeloid cells stimulated with poly(I:C) or cGAMP. This MA signature positively correlated to overall survival in melanoma. In addition, increased expression of the MA signature was observed in melanoma patients responding to ICI (anti-PD-1), as compared to non-responders. Furthermore, the MA signature was validated in the murine B16F10 melanoma model where it was induced and associated with decreased tumor growth upon intratumoral administration of poly(I:C) and cGAMP. Finally, we were able to visualize co-expression of the MA signature genes in myeloid cells of human melanoma tissues using RNAscope in situ hybridization. In conclusion, the MA signature indicates the activation state of myeloid cells and represents a prognostic biomarker for the overall survival in melanoma patients. MDPI 2020-05-31 /pmc/articles/PMC7352688/ /pubmed/32486450 http://dx.doi.org/10.3390/cancers12061431 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kremenovic, Mirela
Rombini, Nives
Chan, Alfred A.
Gruber, Thomas
Bäriswyl, Lukas
Lee, Delphine J.
Schenk, Mirjam
Characterization of a Myeloid Activation Signature That Correlates with Survival in Melanoma Patients
title Characterization of a Myeloid Activation Signature That Correlates with Survival in Melanoma Patients
title_full Characterization of a Myeloid Activation Signature That Correlates with Survival in Melanoma Patients
title_fullStr Characterization of a Myeloid Activation Signature That Correlates with Survival in Melanoma Patients
title_full_unstemmed Characterization of a Myeloid Activation Signature That Correlates with Survival in Melanoma Patients
title_short Characterization of a Myeloid Activation Signature That Correlates with Survival in Melanoma Patients
title_sort characterization of a myeloid activation signature that correlates with survival in melanoma patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7352688/
https://www.ncbi.nlm.nih.gov/pubmed/32486450
http://dx.doi.org/10.3390/cancers12061431
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