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Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases

Melanoma brain metastases (MBM) are clinically challenging to treat and exhibit variable responses to immune checkpoint therapies. Prior research suggests that MBM exhibit poor tumor immune responses and are enriched in oxidative phosphorylation. Here, we report results from a multi-omic analysis of...

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Autores principales: In, Gino K., Ribeiro, Jennifer R., Yin, Jun, Xiu, Joanne, Bustos, Matias A., Ito, Fumito, Chow, Frances, Zada, Gabriel, Hwang, Lindsay, Salama, April K. S., Park, Soo J., Moser, Justin C., Darabi, Sourat, Domingo-Musibay, Evidio, Ascierto, Maria L., Margolin, Kim, Lutzky, Jose, Gibney, Geoffrey T., Atkins, Michael B., Izar, Benjamin, Hoon, Dave S. B., VanderWalde, Ari M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646102/
https://www.ncbi.nlm.nih.gov/pubmed/37964004
http://dx.doi.org/10.1038/s41698-023-00471-z
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author In, Gino K.
Ribeiro, Jennifer R.
Yin, Jun
Xiu, Joanne
Bustos, Matias A.
Ito, Fumito
Chow, Frances
Zada, Gabriel
Hwang, Lindsay
Salama, April K. S.
Park, Soo J.
Moser, Justin C.
Darabi, Sourat
Domingo-Musibay, Evidio
Ascierto, Maria L.
Margolin, Kim
Lutzky, Jose
Gibney, Geoffrey T.
Atkins, Michael B.
Izar, Benjamin
Hoon, Dave S. B.
VanderWalde, Ari M.
author_facet In, Gino K.
Ribeiro, Jennifer R.
Yin, Jun
Xiu, Joanne
Bustos, Matias A.
Ito, Fumito
Chow, Frances
Zada, Gabriel
Hwang, Lindsay
Salama, April K. S.
Park, Soo J.
Moser, Justin C.
Darabi, Sourat
Domingo-Musibay, Evidio
Ascierto, Maria L.
Margolin, Kim
Lutzky, Jose
Gibney, Geoffrey T.
Atkins, Michael B.
Izar, Benjamin
Hoon, Dave S. B.
VanderWalde, Ari M.
author_sort In, Gino K.
collection PubMed
description Melanoma brain metastases (MBM) are clinically challenging to treat and exhibit variable responses to immune checkpoint therapies. Prior research suggests that MBM exhibit poor tumor immune responses and are enriched in oxidative phosphorylation. Here, we report results from a multi-omic analysis of a large, real-world melanoma cohort. MBM exhibited lower interferon-gamma (IFNγ) scores and T cell-inflamed scores compared to primary cutaneous melanoma (PCM) or extracranial metastases (ECM), which was independent of tumor mutational burden. Among MBM, there were fewer computationally inferred immune cell infiltrates, which correlated with lower TNF and IL12B mRNA levels. Ingenuity pathway analysis (IPA) revealed suppression of inflammatory responses and dendritic cell maturation pathways. MBM also demonstrated a higher frequency of pathogenic PTEN mutations and angiogenic signaling. Oxidative phosphorylation (OXPHOS) was enriched in MBM and negatively correlated with NK cell and B cell-associated transcriptomic signatures. Modulating metabolic or angiogenic pathways in MBM may improve responses to immunotherapy in this difficult-to-treat patient subset.
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spelling pubmed-106461022023-11-14 Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases In, Gino K. Ribeiro, Jennifer R. Yin, Jun Xiu, Joanne Bustos, Matias A. Ito, Fumito Chow, Frances Zada, Gabriel Hwang, Lindsay Salama, April K. S. Park, Soo J. Moser, Justin C. Darabi, Sourat Domingo-Musibay, Evidio Ascierto, Maria L. Margolin, Kim Lutzky, Jose Gibney, Geoffrey T. Atkins, Michael B. Izar, Benjamin Hoon, Dave S. B. VanderWalde, Ari M. NPJ Precis Oncol Article Melanoma brain metastases (MBM) are clinically challenging to treat and exhibit variable responses to immune checkpoint therapies. Prior research suggests that MBM exhibit poor tumor immune responses and are enriched in oxidative phosphorylation. Here, we report results from a multi-omic analysis of a large, real-world melanoma cohort. MBM exhibited lower interferon-gamma (IFNγ) scores and T cell-inflamed scores compared to primary cutaneous melanoma (PCM) or extracranial metastases (ECM), which was independent of tumor mutational burden. Among MBM, there were fewer computationally inferred immune cell infiltrates, which correlated with lower TNF and IL12B mRNA levels. Ingenuity pathway analysis (IPA) revealed suppression of inflammatory responses and dendritic cell maturation pathways. MBM also demonstrated a higher frequency of pathogenic PTEN mutations and angiogenic signaling. Oxidative phosphorylation (OXPHOS) was enriched in MBM and negatively correlated with NK cell and B cell-associated transcriptomic signatures. Modulating metabolic or angiogenic pathways in MBM may improve responses to immunotherapy in this difficult-to-treat patient subset. Nature Publishing Group UK 2023-11-14 /pmc/articles/PMC10646102/ /pubmed/37964004 http://dx.doi.org/10.1038/s41698-023-00471-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
In, Gino K.
Ribeiro, Jennifer R.
Yin, Jun
Xiu, Joanne
Bustos, Matias A.
Ito, Fumito
Chow, Frances
Zada, Gabriel
Hwang, Lindsay
Salama, April K. S.
Park, Soo J.
Moser, Justin C.
Darabi, Sourat
Domingo-Musibay, Evidio
Ascierto, Maria L.
Margolin, Kim
Lutzky, Jose
Gibney, Geoffrey T.
Atkins, Michael B.
Izar, Benjamin
Hoon, Dave S. B.
VanderWalde, Ari M.
Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases
title Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases
title_full Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases
title_fullStr Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases
title_full_unstemmed Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases
title_short Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases
title_sort multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646102/
https://www.ncbi.nlm.nih.gov/pubmed/37964004
http://dx.doi.org/10.1038/s41698-023-00471-z
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