KRAS-Driven Lung Adenocarcinoma and B Cell Infiltration: Novel Insights for Immunotherapy
Non-small-cell lung cancer, histologically classified into adenocarcinoma (AD) and squamous cell carcinoma, is one of the most deadly malignancies worldwide. Lung AD (LUAD) could benefit of a plethora of target therapies and, in the last few years, also of immunotherapies. Here we focused on a real-...
Main Authors: | , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2019-08-01
|
Series: | Cancers |
Subjects: | |
Online Access: | https://www.mdpi.com/2072-6694/11/8/1145 |
id |
doaj-1eeea9d2eccb48ebb707542f02eb7d8d |
---|---|
record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Pinto Rosamaria Petriella Daniela Lacalamita Rosanna Montrone Michele Catino Annamaria Pizzutilo Pamela Botticella Maria Antonietta Zito Francesco Alfredo Del Bene Gabriella Zonno Antonia Tommasi Stefania De Summa Simona |
spellingShingle |
Pinto Rosamaria Petriella Daniela Lacalamita Rosanna Montrone Michele Catino Annamaria Pizzutilo Pamela Botticella Maria Antonietta Zito Francesco Alfredo Del Bene Gabriella Zonno Antonia Tommasi Stefania De Summa Simona KRAS-Driven Lung Adenocarcinoma and B Cell Infiltration: Novel Insights for Immunotherapy Cancers LUAD immunotherapy tumor microenvironment B cells <i>KRAS</i> |
author_facet |
Pinto Rosamaria Petriella Daniela Lacalamita Rosanna Montrone Michele Catino Annamaria Pizzutilo Pamela Botticella Maria Antonietta Zito Francesco Alfredo Del Bene Gabriella Zonno Antonia Tommasi Stefania De Summa Simona |
author_sort |
Pinto Rosamaria |
title |
KRAS-Driven Lung Adenocarcinoma and B Cell Infiltration: Novel Insights for Immunotherapy |
title_short |
KRAS-Driven Lung Adenocarcinoma and B Cell Infiltration: Novel Insights for Immunotherapy |
title_full |
KRAS-Driven Lung Adenocarcinoma and B Cell Infiltration: Novel Insights for Immunotherapy |
title_fullStr |
KRAS-Driven Lung Adenocarcinoma and B Cell Infiltration: Novel Insights for Immunotherapy |
title_full_unstemmed |
KRAS-Driven Lung Adenocarcinoma and B Cell Infiltration: Novel Insights for Immunotherapy |
title_sort |
kras-driven lung adenocarcinoma and b cell infiltration: novel insights for immunotherapy |
publisher |
MDPI AG |
series |
Cancers |
issn |
2072-6694 |
publishDate |
2019-08-01 |
description |
Non-small-cell lung cancer, histologically classified into adenocarcinoma (AD) and squamous cell carcinoma, is one of the most deadly malignancies worldwide. Lung AD (LUAD) could benefit of a plethora of target therapies and, in the last few years, also of immunotherapies. Here we focused on a real-life cohort of LUAD and The Cancer Genome Atlas (TCGA)-LUAD dataset aiming to gain insights into the immune contexture of such a malignancy. We explored the mutational status of 41 genes and the expression of 94 genes, related to immune-checkpoint, inflammation, and stromal microenvironment. Surprisingly, we found that our cohort has a very low mutational burden if we consider our panel as its surrogate. Regarding gene expression data, we identified 31 genes significantly deregulated in tumor tissues compared with a pool of normal samples. Unsupervised hierarchical clustering of the deregulated genes is able to identify two clusters of tumor samples, differently enriched in alterations in actionable genes. In particular, we identified a cluster enriched in patients carrying <i>KRAS</i> alterations. In silico deconvolution, that is the inferring of tumor microenvironment composition by gene expression data, through TIMER algorithm has been performed to explore immune microenvironment. Estimation performed on our gene expression matrix showed that B cell infiltration is lower in the <i>KRAS</i>-mutated enriched cluster, as in the TCGA-LUAD dataset. Such a finding has been validated in situ through immunohistochemistry in an independent cohort. Moreover, cases in LUAD-TCGA with low B cell infiltration have a significantly worse overall survival than those with higher levels. In the real-life cohort we observed that cases belonging to cluster enriched in <i>KRAS</i>-mutated patients have a poor outcome. LUAD driven by <i>KRAS</i> mutation represents an unmet clinical need, being refractory to pharmacological inhibition. Our results link <i>KRAS</i> mutations to B cell infiltration. Thus, the present findings could be helpful in a better definition of immunotherapeutic approaches for <i>KRAS</i> mutated patients. |
topic |
LUAD immunotherapy tumor microenvironment B cells <i>KRAS</i> |
url |
https://www.mdpi.com/2072-6694/11/8/1145 |
work_keys_str_mv |
AT pintorosamaria krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT petrielladaniela krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT lacalamitarosanna krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT montronemichele krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT catinoannamaria krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT pizzutilopamela krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT botticellamariaantonietta krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT zitofrancescoalfredo krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT delbenegabriella krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT zonnoantonia krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT tommasistefania krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy AT desummasimona krasdrivenlungadenocarcinomaandbcellinfiltrationnovelinsightsforimmunotherapy |
_version_ |
1725147615497027584 |
spelling |
doaj-1eeea9d2eccb48ebb707542f02eb7d8d2020-11-25T01:17:11ZengMDPI AGCancers2072-66942019-08-01118114510.3390/cancers11081145cancers11081145KRAS-Driven Lung Adenocarcinoma and B Cell Infiltration: Novel Insights for ImmunotherapyPinto Rosamaria0Petriella Daniela1Lacalamita Rosanna2Montrone Michele3Catino Annamaria4Pizzutilo Pamela5Botticella Maria Antonietta6Zito Francesco Alfredo7Del Bene Gabriella8Zonno Antonia9Tommasi Stefania10De Summa Simona11Molecular Diagnostics and Pharmacogenetics Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyMolecular Diagnostics and Pharmacogenetics Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyMolecular Diagnostics and Pharmacogenetics Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyMedical Thoracic Oncology Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyMedical Thoracic Oncology Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyMedical Thoracic Oncology Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyHistopathological Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyHistopathological Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyMedical Thoracic Oncology Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyClinical Trial Center, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyMolecular Diagnostics and Pharmacogenetics Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyMolecular Diagnostics and Pharmacogenetics Unit, IRCCS-Istituto Tumori “Giovanni Paolo II”, VialeOrazioFlacco 65, 70124 Bari (BA), ItalyNon-small-cell lung cancer, histologically classified into adenocarcinoma (AD) and squamous cell carcinoma, is one of the most deadly malignancies worldwide. Lung AD (LUAD) could benefit of a plethora of target therapies and, in the last few years, also of immunotherapies. Here we focused on a real-life cohort of LUAD and The Cancer Genome Atlas (TCGA)-LUAD dataset aiming to gain insights into the immune contexture of such a malignancy. We explored the mutational status of 41 genes and the expression of 94 genes, related to immune-checkpoint, inflammation, and stromal microenvironment. Surprisingly, we found that our cohort has a very low mutational burden if we consider our panel as its surrogate. Regarding gene expression data, we identified 31 genes significantly deregulated in tumor tissues compared with a pool of normal samples. Unsupervised hierarchical clustering of the deregulated genes is able to identify two clusters of tumor samples, differently enriched in alterations in actionable genes. In particular, we identified a cluster enriched in patients carrying <i>KRAS</i> alterations. In silico deconvolution, that is the inferring of tumor microenvironment composition by gene expression data, through TIMER algorithm has been performed to explore immune microenvironment. Estimation performed on our gene expression matrix showed that B cell infiltration is lower in the <i>KRAS</i>-mutated enriched cluster, as in the TCGA-LUAD dataset. Such a finding has been validated in situ through immunohistochemistry in an independent cohort. Moreover, cases in LUAD-TCGA with low B cell infiltration have a significantly worse overall survival than those with higher levels. In the real-life cohort we observed that cases belonging to cluster enriched in <i>KRAS</i>-mutated patients have a poor outcome. LUAD driven by <i>KRAS</i> mutation represents an unmet clinical need, being refractory to pharmacological inhibition. Our results link <i>KRAS</i> mutations to B cell infiltration. Thus, the present findings could be helpful in a better definition of immunotherapeutic approaches for <i>KRAS</i> mutated patients.https://www.mdpi.com/2072-6694/11/8/1145LUADimmunotherapytumor microenvironmentB cells<i>KRAS</i> |