Presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinoma
Abstract Background The tumor immune microenvironment is a heterogeneous entity. Gene expression analysis allows us to perform comprehensive immunoprofiling and may assist in dissecting the different components of the immune infiltrate. As gene expression analysis also provides information regarding...
Main Authors: | , , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2020-07-01
|
Series: | Journal of Translational Medicine |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s12967-020-02436-3 |
id |
doaj-debbea0e0b5047e685a2c5ef50af7bd0 |
---|---|
record_format |
Article |
spelling |
doaj-debbea0e0b5047e685a2c5ef50af7bd02020-11-25T03:17:31ZengBMCJournal of Translational Medicine1479-58762020-07-0118111210.1186/s12967-020-02436-3Presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinomaW. S. M. E. Theelen0O. Krijgsman1K. Monkhorst2T. Kuilman3D. D. G. C. Peters4S. Cornelissen5M. A. Ligtenberg6S. M. Willems7J. L. G. Blaauwgeers8C. J. M. van Noesel9D. S. Peeper10M. M. van den Heuvel11K. Schulze12Department of Thoracic Oncology, The Netherlands Cancer InstituteDivision of Molecular Oncology & Immunology, The Netherlands Cancer InstituteDivision of Pathology, The Netherlands Cancer InstituteDivision of Molecular Oncology & Immunology, The Netherlands Cancer InstituteCore Facility Molecular Pathology & Biobanking, Department of Molecular Pathology, The Netherlands Cancer InstituteCore Facility Molecular Pathology & Biobanking, Department of Molecular Pathology, The Netherlands Cancer InstituteDivision of Molecular Oncology & Immunology, The Netherlands Cancer InstituteDepartment of Pathology, University Medical Centre GroningenDepartment of Pathology, OLVG LAB BVDepartment of Pathology, Academic Medical CenterDivision of Molecular Oncology & Immunology, The Netherlands Cancer InstituteDepartment of Pulmonology, Radboud University Medical CenterOncology Biomarker Development, Genentech IncAbstract Background The tumor immune microenvironment is a heterogeneous entity. Gene expression analysis allows us to perform comprehensive immunoprofiling and may assist in dissecting the different components of the immune infiltrate. As gene expression analysis also provides information regarding tumor cells, differences in interactions between the immune system and specific tumor characteristics can also be explored. This study aims to gain further insights in the composition of the tumor immune infiltrate and to correlate these components to histology and overall survival in non-small cell lung cancer (NSCLC). Methods Archival tissues from 530 early stage, resected NSCLC patients with annotated tumor and patient characteristics were analyzed using the NanoString nCounter Analysis system. Results Unsupervised clustering of the samples was mainly driven by the overall level of inflammation, which was not correlated with survival in this patient set. Adenocarcinoma (AD) showed a significantly higher degree of immune infiltration compared to squamous cell carcinoma (SCC). A 34-gene signature, which did not correlate with the overall level of immune infiltration, was identified and showed an OS benefit in SCC. Strikingly, this benefit was not observed in AD. This difference in OS in SCC specifically was confirmed in two independent NSCLC cohorts. The highest correlation between expression of the 34-gene signature and specific immune cell populations was observed for NK cells, but although a plausible mechanism for NK cell intervention in tumor growth could be established in SCC over AD, this could not be translated back to immunohistochemistry, which showed that NK cell infiltration is scarce irrespective of histology. Conclusions These findings suggest that the ability of immune cell infiltration and the interaction between tumor and immune cells may be different between AD and SCC histology and that a subgroup of SCC tumors seems more susceptible to Natural Killer cell recognition and killing, whereas this may not occur in AD tumors. A highly sensitive technique like NanoString was able to detect this subgroup based on a 34-gene signature, but further research will be needed to assist in explaining the biological rationale of such low-level expression signatures.http://link.springer.com/article/10.1186/s12967-020-02436-3NSCLCGene expressionImmunoprofilingGene signature |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
W. S. M. E. Theelen O. Krijgsman K. Monkhorst T. Kuilman D. D. G. C. Peters S. Cornelissen M. A. Ligtenberg S. M. Willems J. L. G. Blaauwgeers C. J. M. van Noesel D. S. Peeper M. M. van den Heuvel K. Schulze |
spellingShingle |
W. S. M. E. Theelen O. Krijgsman K. Monkhorst T. Kuilman D. D. G. C. Peters S. Cornelissen M. A. Ligtenberg S. M. Willems J. L. G. Blaauwgeers C. J. M. van Noesel D. S. Peeper M. M. van den Heuvel K. Schulze Presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinoma Journal of Translational Medicine NSCLC Gene expression Immunoprofiling Gene signature |
author_facet |
W. S. M. E. Theelen O. Krijgsman K. Monkhorst T. Kuilman D. D. G. C. Peters S. Cornelissen M. A. Ligtenberg S. M. Willems J. L. G. Blaauwgeers C. J. M. van Noesel D. S. Peeper M. M. van den Heuvel K. Schulze |
author_sort |
W. S. M. E. Theelen |
title |
Presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinoma |
title_short |
Presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinoma |
title_full |
Presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinoma |
title_fullStr |
Presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinoma |
title_full_unstemmed |
Presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinoma |
title_sort |
presence of a 34-gene signature is a favorable prognostic marker in squamous non-small cell lung carcinoma |
publisher |
BMC |
series |
Journal of Translational Medicine |
issn |
1479-5876 |
publishDate |
2020-07-01 |
description |
Abstract Background The tumor immune microenvironment is a heterogeneous entity. Gene expression analysis allows us to perform comprehensive immunoprofiling and may assist in dissecting the different components of the immune infiltrate. As gene expression analysis also provides information regarding tumor cells, differences in interactions between the immune system and specific tumor characteristics can also be explored. This study aims to gain further insights in the composition of the tumor immune infiltrate and to correlate these components to histology and overall survival in non-small cell lung cancer (NSCLC). Methods Archival tissues from 530 early stage, resected NSCLC patients with annotated tumor and patient characteristics were analyzed using the NanoString nCounter Analysis system. Results Unsupervised clustering of the samples was mainly driven by the overall level of inflammation, which was not correlated with survival in this patient set. Adenocarcinoma (AD) showed a significantly higher degree of immune infiltration compared to squamous cell carcinoma (SCC). A 34-gene signature, which did not correlate with the overall level of immune infiltration, was identified and showed an OS benefit in SCC. Strikingly, this benefit was not observed in AD. This difference in OS in SCC specifically was confirmed in two independent NSCLC cohorts. The highest correlation between expression of the 34-gene signature and specific immune cell populations was observed for NK cells, but although a plausible mechanism for NK cell intervention in tumor growth could be established in SCC over AD, this could not be translated back to immunohistochemistry, which showed that NK cell infiltration is scarce irrespective of histology. Conclusions These findings suggest that the ability of immune cell infiltration and the interaction between tumor and immune cells may be different between AD and SCC histology and that a subgroup of SCC tumors seems more susceptible to Natural Killer cell recognition and killing, whereas this may not occur in AD tumors. A highly sensitive technique like NanoString was able to detect this subgroup based on a 34-gene signature, but further research will be needed to assist in explaining the biological rationale of such low-level expression signatures. |
topic |
NSCLC Gene expression Immunoprofiling Gene signature |
url |
http://link.springer.com/article/10.1186/s12967-020-02436-3 |
work_keys_str_mv |
AT wsmetheelen presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT okrijgsman presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT kmonkhorst presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT tkuilman presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT ddgcpeters presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT scornelissen presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT maligtenberg presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT smwillems presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT jlgblaauwgeers presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT cjmvannoesel presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT dspeeper presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT mmvandenheuvel presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma AT kschulze presenceofa34genesignatureisafavorableprognosticmarkerinsquamousnonsmallcelllungcarcinoma |
_version_ |
1724631756510855168 |