Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics

Bibliographic Details
Main Author: Souza, Vanessa G. P. [UNESP]
Publication Date: 2024
Other Authors: Telkar, Nikita, Lam, Wan L., Reis, Patricia P. [UNESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.3390/ijms25073779
https://hdl.handle.net/11449/302310
Summary: Lung adenocarcinoma (LUAD) is a highly prevalent and lethal form of lung cancer, comprising approximately half of all cases. It is often diagnosed at advanced stages with brain metastasis (BM), resulting in high mortality rates. Current BM management involves complex interventions and conventional therapies that offer limited survival benefits with neurotoxic side effects. The tumor microenvironment (TME) is a complex system where cancer cells interact with various elements, significantly influencing tumor behavior. Immunotherapies, particularly immune checkpoint inhibitors, target the TME for cancer treatment. Despite their effectiveness, it is crucial to understand metastatic lung cancer and the specific characteristics of the TME, including cell–cell communication mechanisms, to refine treatments. Herein, we investigated the tumor microenvironment of brain metastasis from lung adenocarcinoma (LUAD-BM) and primary tumors across various stages (I, II, III, and IV) using single-cell RNA sequencing (scRNA-seq) from publicly available datasets. Our analysis included exploring the immune and non-immune cell composition and the expression profiles and functions of cell type-specific genes, and investigating the interactions between different cells within the TME. Our results showed that T cells constitute the majority of immune cells present in primary tumors, whereas microglia represent the most dominant immune cell type in BM. Interestingly, microglia exhibit a significant increase in the COX pathway. Moreover, we have shown that microglia primarily interact with oligodendrocytes and endothelial cells. One significant interaction was identified between DLL4 and NOTCH4, which demonstrated a relevant association between endothelial cells and microglia and between microglia and oligodendrocytes. Finally, we observed that several genes within the HLA complex are suppressed in BM tissue. Our study reveals the complex molecular and cellular dynamics of BM-LUAD, providing a path for improved patient outcomes with personalized treatments and immunotherapies.
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spelling Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomicsbrain metastasislung cancerNSCLCtumor microenvironmentLung adenocarcinoma (LUAD) is a highly prevalent and lethal form of lung cancer, comprising approximately half of all cases. It is often diagnosed at advanced stages with brain metastasis (BM), resulting in high mortality rates. Current BM management involves complex interventions and conventional therapies that offer limited survival benefits with neurotoxic side effects. The tumor microenvironment (TME) is a complex system where cancer cells interact with various elements, significantly influencing tumor behavior. Immunotherapies, particularly immune checkpoint inhibitors, target the TME for cancer treatment. Despite their effectiveness, it is crucial to understand metastatic lung cancer and the specific characteristics of the TME, including cell–cell communication mechanisms, to refine treatments. Herein, we investigated the tumor microenvironment of brain metastasis from lung adenocarcinoma (LUAD-BM) and primary tumors across various stages (I, II, III, and IV) using single-cell RNA sequencing (scRNA-seq) from publicly available datasets. Our analysis included exploring the immune and non-immune cell composition and the expression profiles and functions of cell type-specific genes, and investigating the interactions between different cells within the TME. Our results showed that T cells constitute the majority of immune cells present in primary tumors, whereas microglia represent the most dominant immune cell type in BM. Interestingly, microglia exhibit a significant increase in the COX pathway. Moreover, we have shown that microglia primarily interact with oligodendrocytes and endothelial cells. One significant interaction was identified between DLL4 and NOTCH4, which demonstrated a relevant association between endothelial cells and microglia and between microglia and oligodendrocytes. Finally, we observed that several genes within the HLA complex are suppressed in BM tissue. Our study reveals the complex molecular and cellular dynamics of BM-LUAD, providing a path for improved patient outcomes with personalized treatments and immunotherapies.Canadian Institutes of Health ResearchCanadian HIV Trials Network, Canadian Institutes of Health ResearchLotte and John Hecht Memorial FoundationBC Cancer FoundationTerry Fox FoundationMolecular Oncology Laboratory Experimental Research Unit Faculty of Medicine São Paulo State University (UNESP), SPBritish Columbia Cancer Research InstituteBritish Columbia Children’s Hospital Research InstituteDepartment of Surgery and Orthopedics Faculty of Medicine São Paulo State University (UNESP), SPMolecular Oncology Laboratory Experimental Research Unit Faculty of Medicine São Paulo State University (UNESP), SPDepartment of Surgery and Orthopedics Faculty of Medicine São Paulo State University (UNESP), SPCanadian Institutes of Health Research: 183775Canadian HIV Trials Network, Canadian Institutes of Health Research: 183775Canadian Institutes of Health Research: FRN-143345Canadian HIV Trials Network, Canadian Institutes of Health Research: FRN-143345Universidade Estadual Paulista (UNESP)British Columbia Cancer Research InstituteBritish Columbia Children’s Hospital Research InstituteSouza, Vanessa G. P. [UNESP]Telkar, NikitaLam, Wan L.Reis, Patricia P. [UNESP]2025-04-29T19:14:11Z2024-04-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3390/ijms25073779International Journal of Molecular Sciences, v. 25, n. 7, 2024.1422-00671661-6596https://hdl.handle.net/11449/30231010.3390/ijms250737792-s2.0-85190375917Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengInternational Journal of Molecular Sciencesinfo:eu-repo/semantics/openAccess2025-04-30T14:04:41Zoai:repositorio.unesp.br:11449/302310Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-04-30T14:04:41Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics
title Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics
spellingShingle Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics
Souza, Vanessa G. P. [UNESP]
brain metastasis
lung cancer
NSCLC
tumor microenvironment
title_short Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics
title_full Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics
title_fullStr Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics
title_full_unstemmed Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics
title_sort Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics
author Souza, Vanessa G. P. [UNESP]
author_facet Souza, Vanessa G. P. [UNESP]
Telkar, Nikita
Lam, Wan L.
Reis, Patricia P. [UNESP]
author_role author
author2 Telkar, Nikita
Lam, Wan L.
Reis, Patricia P. [UNESP]
author2_role 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
dc.contributor.author.fl_str_mv Souza, Vanessa G. P. [UNESP]
Telkar, Nikita
Lam, Wan L.
Reis, Patricia P. [UNESP]
dc.subject.por.fl_str_mv brain metastasis
lung cancer
NSCLC
tumor microenvironment
topic brain metastasis
lung cancer
NSCLC
tumor microenvironment
description Lung adenocarcinoma (LUAD) is a highly prevalent and lethal form of lung cancer, comprising approximately half of all cases. It is often diagnosed at advanced stages with brain metastasis (BM), resulting in high mortality rates. Current BM management involves complex interventions and conventional therapies that offer limited survival benefits with neurotoxic side effects. The tumor microenvironment (TME) is a complex system where cancer cells interact with various elements, significantly influencing tumor behavior. Immunotherapies, particularly immune checkpoint inhibitors, target the TME for cancer treatment. Despite their effectiveness, it is crucial to understand metastatic lung cancer and the specific characteristics of the TME, including cell–cell communication mechanisms, to refine treatments. Herein, we investigated the tumor microenvironment of brain metastasis from lung adenocarcinoma (LUAD-BM) and primary tumors across various stages (I, II, III, and IV) using single-cell RNA sequencing (scRNA-seq) from publicly available datasets. Our analysis included exploring the immune and non-immune cell composition and the expression profiles and functions of cell type-specific genes, and investigating the interactions between different cells within the TME. Our results showed that T cells constitute the majority of immune cells present in primary tumors, whereas microglia represent the most dominant immune cell type in BM. Interestingly, microglia exhibit a significant increase in the COX pathway. Moreover, we have shown that microglia primarily interact with oligodendrocytes and endothelial cells. One significant interaction was identified between DLL4 and NOTCH4, which demonstrated a relevant association between endothelial cells and microglia and between microglia and oligodendrocytes. Finally, we observed that several genes within the HLA complex are suppressed in BM tissue. Our study reveals the complex molecular and cellular dynamics of BM-LUAD, providing a path for improved patient outcomes with personalized treatments and immunotherapies.
publishDate 2024
dc.date.none.fl_str_mv 2024-04-01
2025-04-29T19:14:11Z
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/ijms25073779
International Journal of Molecular Sciences, v. 25, n. 7, 2024.
1422-0067
1661-6596
https://hdl.handle.net/11449/302310
10.3390/ijms25073779
2-s2.0-85190375917
url http://dx.doi.org/10.3390/ijms25073779
https://hdl.handle.net/11449/302310
identifier_str_mv International Journal of Molecular Sciences, v. 25, n. 7, 2024.
1422-0067
1661-6596
10.3390/ijms25073779
2-s2.0-85190375917
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv International Journal of Molecular Sciences
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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