Cargando…
The density and spatial tissue distribution of CD8(+) and CD163(+) immune cells predict response and outcome in melanoma patients receiving MAPK inhibitors
BACKGROUND: Clinical response to MAPK inhibitors in metastatic melanoma patients is heterogeneous for reasons still needing to be elucidated. As the patient immune activity contributes to treatment clinical benefit, the pre-existing level of immunity at tumor site may provide biomarkers of disease o...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6858711/ https://www.ncbi.nlm.nih.gov/pubmed/31730502 http://dx.doi.org/10.1186/s40425-019-0797-4 |
_version_ | 1783471010385756160 |
---|---|
author | Massi, Daniela Rulli, Eliana Cossa, Mara Valeri, Barbara Rodolfo, Monica Merelli, Barbara De Logu, Francesco Nassini, Romina Del Vecchio, Michele Di Guardo, Lorenza De Penni, Roberta Guida, Michele Sileni, Vanna Chiarion Di Giacomo, Anna Maria Tucci, Marco Occelli, Marcella Portelli, Francesca Vallacchi, Viviana Consoli, Francesca Quaglino, Pietro Queirolo, Paola Baroni, Gianna Carnevale-Schianca, Fabrizio Cattaneo, Laura Minisini, Alessandro Palmieri, Giuseppe Rivoltini, Licia Mandalà, Mario |
author_facet | Massi, Daniela Rulli, Eliana Cossa, Mara Valeri, Barbara Rodolfo, Monica Merelli, Barbara De Logu, Francesco Nassini, Romina Del Vecchio, Michele Di Guardo, Lorenza De Penni, Roberta Guida, Michele Sileni, Vanna Chiarion Di Giacomo, Anna Maria Tucci, Marco Occelli, Marcella Portelli, Francesca Vallacchi, Viviana Consoli, Francesca Quaglino, Pietro Queirolo, Paola Baroni, Gianna Carnevale-Schianca, Fabrizio Cattaneo, Laura Minisini, Alessandro Palmieri, Giuseppe Rivoltini, Licia Mandalà, Mario |
author_sort | Massi, Daniela |
collection | PubMed |
description | BACKGROUND: Clinical response to MAPK inhibitors in metastatic melanoma patients is heterogeneous for reasons still needing to be elucidated. As the patient immune activity contributes to treatment clinical benefit, the pre-existing level of immunity at tumor site may provide biomarkers of disease outcome to therapy. Here we investigated whether assessing the density and spatial tissue distribution of key immune cells in the tumor microenvironment could identify patients predisposed to respond to MAPK inhibitors. METHODS: Pretreatment tumor biopsies from a total of 213 patients (158 for the training set and 55 for the validation set) treated with BRAF or BRAF/MEK inhibitors within the Italian Melanoma Intergroup were stained with selected immune markers (CD8, CD163, β-catenin, PD-L1, PD-L2). Results, obtained by blinded immunohistochemical scoring and digital image analysis, were correlated with clinical response and outcome by multivariate logistic models on response to treatment and clinical outcome, adjusted for American Joint Committee on Cancer stage, performance status, lactate dehydrogenase and treatment received. RESULTS: Patients with high intratumoral, but not peritumoral, CD8(+) T cells and concomitantly low CD163(+) myeloid cells displayed higher probability of response (OR 9.91, 95% CI 2.23–44.0, p = 0.003) and longer overall survival (HR 0.34, 95% CI 0.16–0.72, p = 0.005) compared to those with intratumoral low CD8(+) T cells and high CD163(+) myeloid cells. The latter phenotype was instead associated with a shorter progression free survival (p = 0.010). In contrast, PD-L1 and PD-L2 did not correlate with clinical outcome while tumor β-catenin overexpression showed association with lower probability of response (OR 0.48, 95% CI 0.21–1.06, p = 0.068). CONCLUSIONS: Analysis of the spatially constrained distribution of CD8(+) and CD163(+) cells, representative of the opposite circuits of antitumor vs protumor immunity, respectively, may assist in identifying melanoma patients with improved response and better outcome upon treatment with MAPK inhibitors. These data underline the role of endogenous immune microenvironment in predisposing metastatic melanoma patients to benefit from therapies targeting driver-oncogenic pathways. |
format | Online Article Text |
id | pubmed-6858711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68587112019-11-29 The density and spatial tissue distribution of CD8(+) and CD163(+) immune cells predict response and outcome in melanoma patients receiving MAPK inhibitors Massi, Daniela Rulli, Eliana Cossa, Mara Valeri, Barbara Rodolfo, Monica Merelli, Barbara De Logu, Francesco Nassini, Romina Del Vecchio, Michele Di Guardo, Lorenza De Penni, Roberta Guida, Michele Sileni, Vanna Chiarion Di Giacomo, Anna Maria Tucci, Marco Occelli, Marcella Portelli, Francesca Vallacchi, Viviana Consoli, Francesca Quaglino, Pietro Queirolo, Paola Baroni, Gianna Carnevale-Schianca, Fabrizio Cattaneo, Laura Minisini, Alessandro Palmieri, Giuseppe Rivoltini, Licia Mandalà, Mario J Immunother Cancer Research Article BACKGROUND: Clinical response to MAPK inhibitors in metastatic melanoma patients is heterogeneous for reasons still needing to be elucidated. As the patient immune activity contributes to treatment clinical benefit, the pre-existing level of immunity at tumor site may provide biomarkers of disease outcome to therapy. Here we investigated whether assessing the density and spatial tissue distribution of key immune cells in the tumor microenvironment could identify patients predisposed to respond to MAPK inhibitors. METHODS: Pretreatment tumor biopsies from a total of 213 patients (158 for the training set and 55 for the validation set) treated with BRAF or BRAF/MEK inhibitors within the Italian Melanoma Intergroup were stained with selected immune markers (CD8, CD163, β-catenin, PD-L1, PD-L2). Results, obtained by blinded immunohistochemical scoring and digital image analysis, were correlated with clinical response and outcome by multivariate logistic models on response to treatment and clinical outcome, adjusted for American Joint Committee on Cancer stage, performance status, lactate dehydrogenase and treatment received. RESULTS: Patients with high intratumoral, but not peritumoral, CD8(+) T cells and concomitantly low CD163(+) myeloid cells displayed higher probability of response (OR 9.91, 95% CI 2.23–44.0, p = 0.003) and longer overall survival (HR 0.34, 95% CI 0.16–0.72, p = 0.005) compared to those with intratumoral low CD8(+) T cells and high CD163(+) myeloid cells. The latter phenotype was instead associated with a shorter progression free survival (p = 0.010). In contrast, PD-L1 and PD-L2 did not correlate with clinical outcome while tumor β-catenin overexpression showed association with lower probability of response (OR 0.48, 95% CI 0.21–1.06, p = 0.068). CONCLUSIONS: Analysis of the spatially constrained distribution of CD8(+) and CD163(+) cells, representative of the opposite circuits of antitumor vs protumor immunity, respectively, may assist in identifying melanoma patients with improved response and better outcome upon treatment with MAPK inhibitors. These data underline the role of endogenous immune microenvironment in predisposing metastatic melanoma patients to benefit from therapies targeting driver-oncogenic pathways. BioMed Central 2019-11-15 /pmc/articles/PMC6858711/ /pubmed/31730502 http://dx.doi.org/10.1186/s40425-019-0797-4 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Massi, Daniela Rulli, Eliana Cossa, Mara Valeri, Barbara Rodolfo, Monica Merelli, Barbara De Logu, Francesco Nassini, Romina Del Vecchio, Michele Di Guardo, Lorenza De Penni, Roberta Guida, Michele Sileni, Vanna Chiarion Di Giacomo, Anna Maria Tucci, Marco Occelli, Marcella Portelli, Francesca Vallacchi, Viviana Consoli, Francesca Quaglino, Pietro Queirolo, Paola Baroni, Gianna Carnevale-Schianca, Fabrizio Cattaneo, Laura Minisini, Alessandro Palmieri, Giuseppe Rivoltini, Licia Mandalà, Mario The density and spatial tissue distribution of CD8(+) and CD163(+) immune cells predict response and outcome in melanoma patients receiving MAPK inhibitors |
title | The density and spatial tissue distribution of CD8(+) and CD163(+) immune cells predict response and outcome in melanoma patients receiving MAPK inhibitors |
title_full | The density and spatial tissue distribution of CD8(+) and CD163(+) immune cells predict response and outcome in melanoma patients receiving MAPK inhibitors |
title_fullStr | The density and spatial tissue distribution of CD8(+) and CD163(+) immune cells predict response and outcome in melanoma patients receiving MAPK inhibitors |
title_full_unstemmed | The density and spatial tissue distribution of CD8(+) and CD163(+) immune cells predict response and outcome in melanoma patients receiving MAPK inhibitors |
title_short | The density and spatial tissue distribution of CD8(+) and CD163(+) immune cells predict response and outcome in melanoma patients receiving MAPK inhibitors |
title_sort | density and spatial tissue distribution of cd8(+) and cd163(+) immune cells predict response and outcome in melanoma patients receiving mapk inhibitors |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6858711/ https://www.ncbi.nlm.nih.gov/pubmed/31730502 http://dx.doi.org/10.1186/s40425-019-0797-4 |
work_keys_str_mv | AT massidaniela thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT rullieliana thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT cossamara thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT valeribarbara thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT rodolfomonica thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT merellibarbara thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT delogufrancesco thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT nassiniromina thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT delvecchiomichele thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT diguardolorenza thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT depenniroberta thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT guidamichele thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT silenivannachiarion thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT digiacomoannamaria thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT tuccimarco thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT occellimarcella thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT portellifrancesca thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT vallacchiviviana thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT consolifrancesca thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT quaglinopietro thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT queirolopaola thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT baronigianna thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT carnevaleschiancafabrizio thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT cattaneolaura thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT minisinialessandro thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT palmierigiuseppe thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT rivoltinilicia thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT mandalamario thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT thedensityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT massidaniela densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT rullieliana densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT cossamara densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT valeribarbara densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT rodolfomonica densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT merellibarbara densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT delogufrancesco densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT nassiniromina densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT delvecchiomichele densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT diguardolorenza densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT depenniroberta densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT guidamichele densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT silenivannachiarion densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT digiacomoannamaria densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT tuccimarco densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT occellimarcella densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT portellifrancesca densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT vallacchiviviana densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT consolifrancesca densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT quaglinopietro densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT queirolopaola densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT baronigianna densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT carnevaleschiancafabrizio densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT cattaneolaura densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT minisinialessandro densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT palmierigiuseppe densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT rivoltinilicia densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT mandalamario densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors AT densityandspatialtissuedistributionofcd8andcd163immunecellspredictresponseandoutcomeinmelanomapatientsreceivingmapkinhibitors |