Cargando…
Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes
Background: Prostate cancer (PCa) is characterized by significant heterogeneity in its molecular, genomic, and immunologic characteristics. Methods: Whole transcriptome RNAseq data from The Cancer Genome Atlas of prostate adenocarcinomas (n = 492) was utilized. The immune microenvironment was charac...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7356642/ https://www.ncbi.nlm.nih.gov/pubmed/32599760 http://dx.doi.org/10.3390/jcm9061973 |
_version_ | 1783558536774549504 |
---|---|
author | Jairath, Neil K. Farha, Mark W. Srinivasan, Sudharsan Jairath, Ruple Green, Michael D. Dess, Robert T. Jackson, William C. Weiner, Adam B. Schaeffer, Edward M. Zhao, Shuang G. Feng, Felix Y. El Naqa, Issam Spratt, Daniel E. |
author_facet | Jairath, Neil K. Farha, Mark W. Srinivasan, Sudharsan Jairath, Ruple Green, Michael D. Dess, Robert T. Jackson, William C. Weiner, Adam B. Schaeffer, Edward M. Zhao, Shuang G. Feng, Felix Y. El Naqa, Issam Spratt, Daniel E. |
author_sort | Jairath, Neil K. |
collection | PubMed |
description | Background: Prostate cancer (PCa) is characterized by significant heterogeneity in its molecular, genomic, and immunologic characteristics. Methods: Whole transcriptome RNAseq data from The Cancer Genome Atlas of prostate adenocarcinomas (n = 492) was utilized. The immune microenvironment was characterized using the CIBERSORTX tool to identify immune cell type composition. Unsupervised hierarchical clustering was performed based on immune cell type content. Analyses of progression-free survival (PFS), distant metastases, and overall survival (OS) were performed using Kaplan–Meier estimates and Cox regression multivariable analyses. Results: Four immune clusters were identified, largely defined by plasma cell, CD4(+) Memory Resting T Cells (CD4 MR), and M0 and M2 macrophage content (CD4 MR(High)Plasma Cell(High)M0(Low)M2(Mid), CD4 MR(Low)Plasma Cell(High)M0(Low)M2(Low), CD4 MR(High)Plasma Cell(Low)M0(High)M2(Low), and CD4 MR(High)Plasma Cell(Low)M0(Low)M2(High)). The two macrophage-enriched/plasma cell non-enriched clusters (3 and 4) demonstrated worse PFS (HR 2.24, 95% CI 1.46–3.45, p = 0.0002) than the clusters 1 and 2. No metastatic events occurred in the plasma cell enriched, non-macrophage-enriched clusters. Comparing clusters 3 vs. 4, in patients treated by surgery alone, cluster 3 had zero progression events (p < 0.0001). However, cluster 3 patients had worse outcomes after post-operative radiotherapy (p = 0.018). Conclusion: Distinct tumor immune clusters with a macrophage-enriched, plasma cell non-enriched phenotype and reduced plasma cell enrichment independently characterize an aggressive phenotype in localized prostate cancer that may differentially respond to treatment. |
format | Online Article Text |
id | pubmed-7356642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73566422020-07-22 Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes Jairath, Neil K. Farha, Mark W. Srinivasan, Sudharsan Jairath, Ruple Green, Michael D. Dess, Robert T. Jackson, William C. Weiner, Adam B. Schaeffer, Edward M. Zhao, Shuang G. Feng, Felix Y. El Naqa, Issam Spratt, Daniel E. J Clin Med Article Background: Prostate cancer (PCa) is characterized by significant heterogeneity in its molecular, genomic, and immunologic characteristics. Methods: Whole transcriptome RNAseq data from The Cancer Genome Atlas of prostate adenocarcinomas (n = 492) was utilized. The immune microenvironment was characterized using the CIBERSORTX tool to identify immune cell type composition. Unsupervised hierarchical clustering was performed based on immune cell type content. Analyses of progression-free survival (PFS), distant metastases, and overall survival (OS) were performed using Kaplan–Meier estimates and Cox regression multivariable analyses. Results: Four immune clusters were identified, largely defined by plasma cell, CD4(+) Memory Resting T Cells (CD4 MR), and M0 and M2 macrophage content (CD4 MR(High)Plasma Cell(High)M0(Low)M2(Mid), CD4 MR(Low)Plasma Cell(High)M0(Low)M2(Low), CD4 MR(High)Plasma Cell(Low)M0(High)M2(Low), and CD4 MR(High)Plasma Cell(Low)M0(Low)M2(High)). The two macrophage-enriched/plasma cell non-enriched clusters (3 and 4) demonstrated worse PFS (HR 2.24, 95% CI 1.46–3.45, p = 0.0002) than the clusters 1 and 2. No metastatic events occurred in the plasma cell enriched, non-macrophage-enriched clusters. Comparing clusters 3 vs. 4, in patients treated by surgery alone, cluster 3 had zero progression events (p < 0.0001). However, cluster 3 patients had worse outcomes after post-operative radiotherapy (p = 0.018). Conclusion: Distinct tumor immune clusters with a macrophage-enriched, plasma cell non-enriched phenotype and reduced plasma cell enrichment independently characterize an aggressive phenotype in localized prostate cancer that may differentially respond to treatment. MDPI 2020-06-24 /pmc/articles/PMC7356642/ /pubmed/32599760 http://dx.doi.org/10.3390/jcm9061973 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 Jairath, Neil K. Farha, Mark W. Srinivasan, Sudharsan Jairath, Ruple Green, Michael D. Dess, Robert T. Jackson, William C. Weiner, Adam B. Schaeffer, Edward M. Zhao, Shuang G. Feng, Felix Y. El Naqa, Issam Spratt, Daniel E. Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes |
title | Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes |
title_full | Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes |
title_fullStr | Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes |
title_full_unstemmed | Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes |
title_short | Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes |
title_sort | tumor immune microenvironment clusters in localized prostate adenocarcinoma: prognostic impact of macrophage enriched/plasma cell non-enriched subtypes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7356642/ https://www.ncbi.nlm.nih.gov/pubmed/32599760 http://dx.doi.org/10.3390/jcm9061973 |
work_keys_str_mv | AT jairathneilk tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT farhamarkw tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT srinivasansudharsan tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT jairathruple tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT greenmichaeld tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT dessrobertt tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT jacksonwilliamc tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT weineradamb tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT schaefferedwardm tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT zhaoshuangg tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT fengfelixy tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT elnaqaissam tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes AT sprattdaniele tumorimmunemicroenvironmentclustersinlocalizedprostateadenocarcinomaprognosticimpactofmacrophageenrichedplasmacellnonenrichedsubtypes |