Cargando…
Prognostic Role of Tumor Immune Microenvironment in Pleural Epithelioid Mesothelioma
BACKGROUND: Pleural mesothelioma (MPM) is an aggressive malignancy with an average patient survival of only 10 months. Interestingly, about 5%–10% of the patients survive remarkably longer. Prior studies have suggested that the tumor immune microenvironment (TIME) has potential prognostic value in M...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9251441/ https://www.ncbi.nlm.nih.gov/pubmed/35795056 http://dx.doi.org/10.3389/fonc.2022.870352 |
_version_ | 1784740030140383232 |
---|---|
author | Ollila, Hely Mäyränpää, Mikko I. Paavolainen, Lassi Paajanen, Juuso Välimäki, Katja Sutinen, Eva Wolff, Henrik Räsänen, Jari Kallioniemi, Olli Myllärniemi, Marjukka Ilonen, Ilkka Pellinen, Teijo |
author_facet | Ollila, Hely Mäyränpää, Mikko I. Paavolainen, Lassi Paajanen, Juuso Välimäki, Katja Sutinen, Eva Wolff, Henrik Räsänen, Jari Kallioniemi, Olli Myllärniemi, Marjukka Ilonen, Ilkka Pellinen, Teijo |
author_sort | Ollila, Hely |
collection | PubMed |
description | BACKGROUND: Pleural mesothelioma (MPM) is an aggressive malignancy with an average patient survival of only 10 months. Interestingly, about 5%–10% of the patients survive remarkably longer. Prior studies have suggested that the tumor immune microenvironment (TIME) has potential prognostic value in MPM. We hypothesized that high-resolution single-cell spatial profiling of the TIME would make it possible to identify subpopulations of patients with long survival and identify immunophenotypes for the development of novel treatment strategies. METHODS: We used multiplexed fluorescence immunohistochemistry (mfIHC) and cell-based image analysis to define spatial TIME immunophenotypes in 69 patients with epithelioid MPM (20 patients surviving ≥ 36 months). Five mfIHC panels (altogether 21 antibodies) were used to classify tumor-associated stromal cells and different immune cell populations. Prognostic associations were evaluated using univariate and multivariable Cox regression, as well as combination risk models with area under receiver operating characteristic curve (AUROC) analyses. RESULTS: We observed that type M2 pro-tumorigenic macrophages (CD163(+)pSTAT1(−)HLA-DRA1(−)) were independently associated with shorter survival, whereas granzyme B(+) cells and CD11c(+) cells were independently associated with longer survival. CD11c(+) cells were the only immunophenotype increasing the AUROC (from 0.67 to 0.84) when added to clinical factors (age, gender, clinical stage, and grade). CONCLUSION: High-resolution, deep profiling of TIME in MPM defined subgroups associated with both poor (M2 macrophages) and favorable (granzyme B/CD11c positivity) patient survival. CD11c positivity stood out as the most potential prognostic cell subtype adding prediction power to the clinical factors. These findings help to understand the critical determinants of TIME for risk and therapeutic stratification purposes in MPM. |
format | Online Article Text |
id | pubmed-9251441 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92514412022-07-05 Prognostic Role of Tumor Immune Microenvironment in Pleural Epithelioid Mesothelioma Ollila, Hely Mäyränpää, Mikko I. Paavolainen, Lassi Paajanen, Juuso Välimäki, Katja Sutinen, Eva Wolff, Henrik Räsänen, Jari Kallioniemi, Olli Myllärniemi, Marjukka Ilonen, Ilkka Pellinen, Teijo Front Oncol Oncology BACKGROUND: Pleural mesothelioma (MPM) is an aggressive malignancy with an average patient survival of only 10 months. Interestingly, about 5%–10% of the patients survive remarkably longer. Prior studies have suggested that the tumor immune microenvironment (TIME) has potential prognostic value in MPM. We hypothesized that high-resolution single-cell spatial profiling of the TIME would make it possible to identify subpopulations of patients with long survival and identify immunophenotypes for the development of novel treatment strategies. METHODS: We used multiplexed fluorescence immunohistochemistry (mfIHC) and cell-based image analysis to define spatial TIME immunophenotypes in 69 patients with epithelioid MPM (20 patients surviving ≥ 36 months). Five mfIHC panels (altogether 21 antibodies) were used to classify tumor-associated stromal cells and different immune cell populations. Prognostic associations were evaluated using univariate and multivariable Cox regression, as well as combination risk models with area under receiver operating characteristic curve (AUROC) analyses. RESULTS: We observed that type M2 pro-tumorigenic macrophages (CD163(+)pSTAT1(−)HLA-DRA1(−)) were independently associated with shorter survival, whereas granzyme B(+) cells and CD11c(+) cells were independently associated with longer survival. CD11c(+) cells were the only immunophenotype increasing the AUROC (from 0.67 to 0.84) when added to clinical factors (age, gender, clinical stage, and grade). CONCLUSION: High-resolution, deep profiling of TIME in MPM defined subgroups associated with both poor (M2 macrophages) and favorable (granzyme B/CD11c positivity) patient survival. CD11c positivity stood out as the most potential prognostic cell subtype adding prediction power to the clinical factors. These findings help to understand the critical determinants of TIME for risk and therapeutic stratification purposes in MPM. Frontiers Media S.A. 2022-06-20 /pmc/articles/PMC9251441/ /pubmed/35795056 http://dx.doi.org/10.3389/fonc.2022.870352 Text en Copyright © 2022 Ollila, Mäyränpää, Paavolainen, Paajanen, Välimäki, Sutinen, Wolff, Räsänen, Kallioniemi, Myllärniemi, Ilonen and Pellinen https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Ollila, Hely Mäyränpää, Mikko I. Paavolainen, Lassi Paajanen, Juuso Välimäki, Katja Sutinen, Eva Wolff, Henrik Räsänen, Jari Kallioniemi, Olli Myllärniemi, Marjukka Ilonen, Ilkka Pellinen, Teijo Prognostic Role of Tumor Immune Microenvironment in Pleural Epithelioid Mesothelioma |
title | Prognostic Role of Tumor Immune Microenvironment in Pleural Epithelioid Mesothelioma |
title_full | Prognostic Role of Tumor Immune Microenvironment in Pleural Epithelioid Mesothelioma |
title_fullStr | Prognostic Role of Tumor Immune Microenvironment in Pleural Epithelioid Mesothelioma |
title_full_unstemmed | Prognostic Role of Tumor Immune Microenvironment in Pleural Epithelioid Mesothelioma |
title_short | Prognostic Role of Tumor Immune Microenvironment in Pleural Epithelioid Mesothelioma |
title_sort | prognostic role of tumor immune microenvironment in pleural epithelioid mesothelioma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9251441/ https://www.ncbi.nlm.nih.gov/pubmed/35795056 http://dx.doi.org/10.3389/fonc.2022.870352 |
work_keys_str_mv | AT ollilahely prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT mayranpaamikkoi prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT paavolainenlassi prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT paajanenjuuso prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT valimakikatja prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT sutineneva prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT wolffhenrik prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT rasanenjari prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT kallioniemiolli prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT myllarniemimarjukka prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT ilonenilkka prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma AT pellinenteijo prognosticroleoftumorimmunemicroenvironmentinpleuralepithelioidmesothelioma |