Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis

Bibliographic Details
Main Author: Souza, Vanessa G. P. [UNESP]
Publication Date: 2023
Other Authors: Forder, Aisling, Telkar, Nikita, Stewart, Greg L., Carvalho, Robson F. [UNESP], Mur, Luis A. J., Lam, Wan L., Reis, Patricia P. [UNESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.3390/cancers15184526
https://hdl.handle.net/11449/303975
Summary: Lung tumors frequently metastasize to the brain. Brain metastasis (BM) is common in advanced cases, and a major cause of patient morbidity and mortality. The precise molecular mechanisms governing BM are still unclear, in part attributed to the rarity of BM specimens. In this work, we compile a unique transcriptomic dataset encompassing RNA-seq, microarray, and single-cell analyses from BM samples obtained from patients with lung adenocarcinoma (LUAD). By integrating this comprehensive dataset, we aimed to enhance understanding of the molecular landscape of BM, thereby facilitating the identification of novel and efficient treatment strategies. We identified 102 genes with significantly deregulated expression levels in BM tissues, and discovered transcriptional alterations affecting the key driver ‘hub’ genes CD69 (a type II C-lectin receptor) and GZMA (Granzyme A), indicating an important role of the immune system in the development of BM from primary LUAD. Our study demonstrated a BM-specific gene expression pattern and revealed the presence of dendritic cells and neutrophils in BM, suggesting an immunosuppressive tumor microenvironment. These findings highlight key drivers of LUAD-BM that may yield therapeutic targets to improve patient outcomes.
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spelling Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysisbioinformaticsbrain metastasisimmune celllung cancertumor microenvironment (TME)Lung tumors frequently metastasize to the brain. Brain metastasis (BM) is common in advanced cases, and a major cause of patient morbidity and mortality. The precise molecular mechanisms governing BM are still unclear, in part attributed to the rarity of BM specimens. In this work, we compile a unique transcriptomic dataset encompassing RNA-seq, microarray, and single-cell analyses from BM samples obtained from patients with lung adenocarcinoma (LUAD). By integrating this comprehensive dataset, we aimed to enhance understanding of the molecular landscape of BM, thereby facilitating the identification of novel and efficient treatment strategies. We identified 102 genes with significantly deregulated expression levels in BM tissues, and discovered transcriptional alterations affecting the key driver ‘hub’ genes CD69 (a type II C-lectin receptor) and GZMA (Granzyme A), indicating an important role of the immune system in the development of BM from primary LUAD. Our study demonstrated a BM-specific gene expression pattern and revealed the presence of dendritic cells and neutrophils in BM, suggesting an immunosuppressive tumor microenvironment. These findings highlight key drivers of LUAD-BM that may yield therapeutic targets to improve patient outcomes.Molecular Oncology Laboratory Experimental Research Unit (UNIPEX) Faculty of Medicine São Paulo State University (UNESP), SPBritish Columbia Cancer Research InstituteBritish Columbia Children’s Hospital Research InstituteDepartment of Structural and Functional Biology Institute of Biosciences São Paulo State University (UNESP), SPDepartment of Life Science Aberystwyth UniversityDepartment of Surgery and Orthopedics Faculty of Medicine São Paulo State University (UNESP), SPMolecular Oncology Laboratory Experimental Research Unit (UNIPEX) Faculty of Medicine São Paulo State University (UNESP), SPDepartment of Structural and Functional Biology Institute of Biosciences São Paulo State University (UNESP), SPDepartment of Surgery and Orthopedics Faculty of Medicine São Paulo State University (UNESP), SPUniversidade Estadual Paulista (UNESP)British Columbia Cancer Research InstituteBritish Columbia Children’s Hospital Research InstituteAberystwyth UniversitySouza, Vanessa G. P. [UNESP]Forder, AislingTelkar, NikitaStewart, Greg L.Carvalho, Robson F. [UNESP]Mur, Luis A. J.Lam, Wan L.Reis, Patricia P. [UNESP]2025-04-29T19:33:32Z2023-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3390/cancers15184526Cancers, v. 15, n. 18, 2023.2072-6694https://hdl.handle.net/11449/30397510.3390/cancers151845262-s2.0-85172796395Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengCancersinfo:eu-repo/semantics/openAccess2025-04-30T14:24:31Zoai:repositorio.unesp.br:11449/303975Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-04-30T14:24:31Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis
title Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis
spellingShingle Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis
Souza, Vanessa G. P. [UNESP]
bioinformatics
brain metastasis
immune cell
lung cancer
tumor microenvironment (TME)
title_short Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis
title_full Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis
title_fullStr Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis
title_full_unstemmed Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis
title_sort Identifying New Contributors to Brain Metastasis in Lung Adenocarcinoma: A Transcriptomic Meta-Analysis
author Souza, Vanessa G. P. [UNESP]
author_facet Souza, Vanessa G. P. [UNESP]
Forder, Aisling
Telkar, Nikita
Stewart, Greg L.
Carvalho, Robson F. [UNESP]
Mur, Luis A. J.
Lam, Wan L.
Reis, Patricia P. [UNESP]
author_role author
author2 Forder, Aisling
Telkar, Nikita
Stewart, Greg L.
Carvalho, Robson F. [UNESP]
Mur, Luis A. J.
Lam, Wan L.
Reis, Patricia P. [UNESP]
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
British Columbia Cancer Research Institute
British Columbia Children’s Hospital Research Institute
Aberystwyth University
dc.contributor.author.fl_str_mv Souza, Vanessa G. P. [UNESP]
Forder, Aisling
Telkar, Nikita
Stewart, Greg L.
Carvalho, Robson F. [UNESP]
Mur, Luis A. J.
Lam, Wan L.
Reis, Patricia P. [UNESP]
dc.subject.por.fl_str_mv bioinformatics
brain metastasis
immune cell
lung cancer
tumor microenvironment (TME)
topic bioinformatics
brain metastasis
immune cell
lung cancer
tumor microenvironment (TME)
description Lung tumors frequently metastasize to the brain. Brain metastasis (BM) is common in advanced cases, and a major cause of patient morbidity and mortality. The precise molecular mechanisms governing BM are still unclear, in part attributed to the rarity of BM specimens. In this work, we compile a unique transcriptomic dataset encompassing RNA-seq, microarray, and single-cell analyses from BM samples obtained from patients with lung adenocarcinoma (LUAD). By integrating this comprehensive dataset, we aimed to enhance understanding of the molecular landscape of BM, thereby facilitating the identification of novel and efficient treatment strategies. We identified 102 genes with significantly deregulated expression levels in BM tissues, and discovered transcriptional alterations affecting the key driver ‘hub’ genes CD69 (a type II C-lectin receptor) and GZMA (Granzyme A), indicating an important role of the immune system in the development of BM from primary LUAD. Our study demonstrated a BM-specific gene expression pattern and revealed the presence of dendritic cells and neutrophils in BM, suggesting an immunosuppressive tumor microenvironment. These findings highlight key drivers of LUAD-BM that may yield therapeutic targets to improve patient outcomes.
publishDate 2023
dc.date.none.fl_str_mv 2023-09-01
2025-04-29T19:33:32Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3390/cancers15184526
Cancers, v. 15, n. 18, 2023.
2072-6694
https://hdl.handle.net/11449/303975
10.3390/cancers15184526
2-s2.0-85172796395
url http://dx.doi.org/10.3390/cancers15184526
https://hdl.handle.net/11449/303975
identifier_str_mv Cancers, v. 15, n. 18, 2023.
2072-6694
10.3390/cancers15184526
2-s2.0-85172796395
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Cancers
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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