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LMD-03. Single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma CNS metastases and uncovers a novel predictor of improved survival

We interrogated the microenvironment of 43 clinical samples from melanoma skin, brain (MBM) and leptomeningeal metastases (LMM) using single-cell RNA-seq analysis to determine how therapeutic intervention shaped the immune environment and affected patient survival. LMM is a poorly-characterized, dev...

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Autores principales: Smalley, Inna, Chen, Zhihua, Phadke, Manali, Li, Jiannong, Yu, Xiaoqing, Wyatt, Clayton, Evernden, Brittany, Messina, Jane, Sarnaik, Amod, Sondak, Vernon, Zhang, Chaomei, Law, Vincent, Tran, Nam, Etame, Arnold, Macaulay, Robert, Eroglu, Zaynep, Forsyth, Peter, Rodriguez, Paulo, Chen, Ann, Smalley, Keiran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8351302/
http://dx.doi.org/10.1093/noajnl/vdab071.028
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author Smalley, Inna
Chen, Zhihua
Phadke, Manali
Li, Jiannong
Yu, Xiaoqing
Wyatt, Clayton
Evernden, Brittany
Messina, Jane
Sarnaik, Amod
Sondak, Vernon
Zhang, Chaomei
Law, Vincent
Tran, Nam
Etame, Arnold
Macaulay, Robert
Eroglu, Zaynep
Forsyth, Peter
Rodriguez, Paulo
Chen, Ann
Smalley, Keiran
author_facet Smalley, Inna
Chen, Zhihua
Phadke, Manali
Li, Jiannong
Yu, Xiaoqing
Wyatt, Clayton
Evernden, Brittany
Messina, Jane
Sarnaik, Amod
Sondak, Vernon
Zhang, Chaomei
Law, Vincent
Tran, Nam
Etame, Arnold
Macaulay, Robert
Eroglu, Zaynep
Forsyth, Peter
Rodriguez, Paulo
Chen, Ann
Smalley, Keiran
author_sort Smalley, Inna
collection PubMed
description We interrogated the microenvironment of 43 clinical samples from melanoma skin, brain (MBM) and leptomeningeal metastases (LMM) using single-cell RNA-seq analysis to determine how therapeutic intervention shaped the immune environment and affected patient survival. LMM is a poorly-characterized, devastating complication of late-stage disease, typically refractory to treatment and associated with dismal survival time. Analysis of serial specimens over the course of therapy demonstrated reductions in melanoma cells and macrophages, coupled with increased levels of T cells and dendritic cells in the CSF of a rare extraordinary responder, whereas typical poor survivors showed no improvement in T cell responses. In MBM patients, both targeted therapy and immunotherapy was associated with increased immune infiltrate. Treatment with targeted therapy was associated with an enrichment of CD8 T cells, while immunotherapy was associated with a more diverse lymphocyte landscape and higher numbers of antibody-producing cells. These findings were confirmed by multiplex-IF staining of patient specimens and using an immune-competent mouse model of MBM. Interestingly, a history of prior radiation therapy was associated with a diminished myeloid compartment. Although immune infiltrate was significantly lower in the brain compared to skin tumors, the phenotypic make-up of the lymphocyte compartment was quite similar, suggesting that the immune cells may have trafficked from the periphery to the brain post-therapy. Correlation analysis across the entire immune landscape identified the presence of a rare, novel population of dendritic cells (DC3s) to be correlated with increased overall survival, regardless of disease site/treatment. The presence of DC3s positively regulated the immune environment of both patient samples and preclinical melanoma models through modulation of activated T cells and MHC expression in the tumor. Overall, we present the first ever comprehensive single-cell atlas of the tumor microenvironment in melanoma CNS metastases in response to therapy.
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spelling pubmed-83513022021-08-09 LMD-03. Single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma CNS metastases and uncovers a novel predictor of improved survival Smalley, Inna Chen, Zhihua Phadke, Manali Li, Jiannong Yu, Xiaoqing Wyatt, Clayton Evernden, Brittany Messina, Jane Sarnaik, Amod Sondak, Vernon Zhang, Chaomei Law, Vincent Tran, Nam Etame, Arnold Macaulay, Robert Eroglu, Zaynep Forsyth, Peter Rodriguez, Paulo Chen, Ann Smalley, Keiran Neurooncol Adv Supplement Abstracts We interrogated the microenvironment of 43 clinical samples from melanoma skin, brain (MBM) and leptomeningeal metastases (LMM) using single-cell RNA-seq analysis to determine how therapeutic intervention shaped the immune environment and affected patient survival. LMM is a poorly-characterized, devastating complication of late-stage disease, typically refractory to treatment and associated with dismal survival time. Analysis of serial specimens over the course of therapy demonstrated reductions in melanoma cells and macrophages, coupled with increased levels of T cells and dendritic cells in the CSF of a rare extraordinary responder, whereas typical poor survivors showed no improvement in T cell responses. In MBM patients, both targeted therapy and immunotherapy was associated with increased immune infiltrate. Treatment with targeted therapy was associated with an enrichment of CD8 T cells, while immunotherapy was associated with a more diverse lymphocyte landscape and higher numbers of antibody-producing cells. These findings were confirmed by multiplex-IF staining of patient specimens and using an immune-competent mouse model of MBM. Interestingly, a history of prior radiation therapy was associated with a diminished myeloid compartment. Although immune infiltrate was significantly lower in the brain compared to skin tumors, the phenotypic make-up of the lymphocyte compartment was quite similar, suggesting that the immune cells may have trafficked from the periphery to the brain post-therapy. Correlation analysis across the entire immune landscape identified the presence of a rare, novel population of dendritic cells (DC3s) to be correlated with increased overall survival, regardless of disease site/treatment. The presence of DC3s positively regulated the immune environment of both patient samples and preclinical melanoma models through modulation of activated T cells and MHC expression in the tumor. Overall, we present the first ever comprehensive single-cell atlas of the tumor microenvironment in melanoma CNS metastases in response to therapy. Oxford University Press 2021-08-09 /pmc/articles/PMC8351302/ http://dx.doi.org/10.1093/noajnl/vdab071.028 Text en © The Author(s) 2021. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Supplement Abstracts
Smalley, Inna
Chen, Zhihua
Phadke, Manali
Li, Jiannong
Yu, Xiaoqing
Wyatt, Clayton
Evernden, Brittany
Messina, Jane
Sarnaik, Amod
Sondak, Vernon
Zhang, Chaomei
Law, Vincent
Tran, Nam
Etame, Arnold
Macaulay, Robert
Eroglu, Zaynep
Forsyth, Peter
Rodriguez, Paulo
Chen, Ann
Smalley, Keiran
LMD-03. Single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma CNS metastases and uncovers a novel predictor of improved survival
title LMD-03. Single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma CNS metastases and uncovers a novel predictor of improved survival
title_full LMD-03. Single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma CNS metastases and uncovers a novel predictor of improved survival
title_fullStr LMD-03. Single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma CNS metastases and uncovers a novel predictor of improved survival
title_full_unstemmed LMD-03. Single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma CNS metastases and uncovers a novel predictor of improved survival
title_short LMD-03. Single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma CNS metastases and uncovers a novel predictor of improved survival
title_sort lmd-03. single cell analysis reveals how therapy remodels the tumor microenvironment in melanoma cns metastases and uncovers a novel predictor of improved survival
topic Supplement Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8351302/
http://dx.doi.org/10.1093/noajnl/vdab071.028
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