Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation

Detalhes bibliográficos
Autor(a) principal: Serafim, Rodolfo Bortolozo [UNESP]
Data de Publicação: 2021
Outros Autores: da Silva, Patrick [UNESP], Cardoso, Cibele, Di Cristofaro, Luis Fernando Macedo [UNESP], Netto, Renato Petitto [UNESP], de Almeida, Rodrigo [UNESP], Navegante, Geovana [UNESP], Storti, Camila Baldin, de Sousa, Juliana Ferreira, de Souza, Felipe Canto, Panepucci, Rodrigo, Moreira, Cristiano Gallina [UNESP], Penna, Larissa Siqueira [UNESP], Silva, Wilson Araujo, Valente, Valeria [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3389/fonc.2021.668090
http://hdl.handle.net/11449/208741
Resumo: Glioblastoma (GBM) is the most lethal and frequent type of brain tumor, leading patients to death in approximately 14 months after diagnosis. GBM treatment consists in surgical removal followed by radio and chemotherapy. However, tumors commonly relapse and the treatment promotes only a slight increase in patient survival. Thus, uncovering the cellular mechanisms involved in GBM resistance is of utmost interest, and the use of cell lines has been shown to be an extremely important tool. In this work, the exploration of RNAseq data from different GBM cell lines revealed different expression signatures, distinctly correlated with the behavior of GBM cell lines regarding proliferation indexes and radio-resistance. U87MG and U138MG cells, which presented expressively reduced proliferation and increased radio-resistance, showed a particular expression signature encompassing enrichment in many extracellular matrix (ECM) and receptor genes. Contrasting, U251MG and T98G cells, that presented higher proliferation and sensibility to radiation, exhibited distinct signatures revealing consistent enrichments for DNA repair processes and although several genes from the ECM-receptor pathway showed up-regulation, enrichments for this pathway were not detected. The ECM-receptor is a master regulatory pathway that is known to impact several cellular processes including: survival, proliferation, migration, invasion, and DNA damage signaling and repair, corroborating the associations we found. Furthermore, searches to The Cancer Genome Atlas (TCGA) repository revealed prognostic correlations with glioma patients for the majority of genes highlighted in the signatures and led to the identification of 31 ECM-receptor genes individually correlated with radiation responsiveness. Interestingly, we observed an association between the number of upregulated genes and survivability greater than 5 years after diagnosis, where almost all the patients that presented 21 or more upregulated genes were deceased before 5 years. Altogether our findings suggest the clinical relevance of ECM-receptor genes signature found here for radiotherapy decision and as biomarkers of glioma prognosis.
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spelling Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing RadiationECM-receptorsexpression profilingextracellular matrixGBM cell linesglioblastomaradioresistanceGlioblastoma (GBM) is the most lethal and frequent type of brain tumor, leading patients to death in approximately 14 months after diagnosis. GBM treatment consists in surgical removal followed by radio and chemotherapy. However, tumors commonly relapse and the treatment promotes only a slight increase in patient survival. Thus, uncovering the cellular mechanisms involved in GBM resistance is of utmost interest, and the use of cell lines has been shown to be an extremely important tool. In this work, the exploration of RNAseq data from different GBM cell lines revealed different expression signatures, distinctly correlated with the behavior of GBM cell lines regarding proliferation indexes and radio-resistance. U87MG and U138MG cells, which presented expressively reduced proliferation and increased radio-resistance, showed a particular expression signature encompassing enrichment in many extracellular matrix (ECM) and receptor genes. Contrasting, U251MG and T98G cells, that presented higher proliferation and sensibility to radiation, exhibited distinct signatures revealing consistent enrichments for DNA repair processes and although several genes from the ECM-receptor pathway showed up-regulation, enrichments for this pathway were not detected. The ECM-receptor is a master regulatory pathway that is known to impact several cellular processes including: survival, proliferation, migration, invasion, and DNA damage signaling and repair, corroborating the associations we found. Furthermore, searches to The Cancer Genome Atlas (TCGA) repository revealed prognostic correlations with glioma patients for the majority of genes highlighted in the signatures and led to the identification of 31 ECM-receptor genes individually correlated with radiation responsiveness. Interestingly, we observed an association between the number of upregulated genes and survivability greater than 5 years after diagnosis, where almost all the patients that presented 21 or more upregulated genes were deceased before 5 years. Altogether our findings suggest the clinical relevance of ECM-receptor genes signature found here for radiotherapy decision and as biomarkers of glioma prognosis.Universidade Estadual PaulistaSchool of Pharmaceutical Sciences São Paulo State University (UNESP)Center for Cell-Based Therapy (CTC) Regional Blood Center of Ribeirão PretoDepartment of Genetics Ribeirão Preto Medical School University of São Paulo (USP)Radiation Oncology Branch National Cancer Institute National Institutes of Health (NIH)School of Pharmaceutical Sciences São Paulo State University (UNESP)Universidade Estadual Paulista (Unesp)Regional Blood Center of Ribeirão PretoUniversidade de São Paulo (USP)National Institutes of Health (NIH)Serafim, Rodolfo Bortolozo [UNESP]da Silva, Patrick [UNESP]Cardoso, CibeleDi Cristofaro, Luis Fernando Macedo [UNESP]Netto, Renato Petitto [UNESP]de Almeida, Rodrigo [UNESP]Navegante, Geovana [UNESP]Storti, Camila Baldinde Sousa, Juliana Ferreirade Souza, Felipe CantoPanepucci, RodrigoMoreira, Cristiano Gallina [UNESP]Penna, Larissa Siqueira [UNESP]Silva, Wilson AraujoValente, Valeria [UNESP]2021-06-25T11:18:15Z2021-06-25T11:18:15Z2021-05-25info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3389/fonc.2021.668090Frontiers in Oncology, v. 11.2234-943Xhttp://hdl.handle.net/11449/20874110.3389/fonc.2021.6680902-s2.0-85107370488Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengFrontiers in Oncologyinfo:eu-repo/semantics/openAccess2021-10-23T19:02:27Zoai:repositorio.unesp.br:11449/208741Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T19:02:27Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation
title Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation
spellingShingle Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation
Serafim, Rodolfo Bortolozo [UNESP]
ECM-receptors
expression profiling
extracellular matrix
GBM cell lines
glioblastoma
radioresistance
title_short Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation
title_full Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation
title_fullStr Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation
title_full_unstemmed Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation
title_sort Expression Profiling of Glioblastoma Cell Lines Reveals Novel Extracellular Matrix-Receptor Genes Correlated With the Responsiveness of Glioma Patients to Ionizing Radiation
author Serafim, Rodolfo Bortolozo [UNESP]
author_facet Serafim, Rodolfo Bortolozo [UNESP]
da Silva, Patrick [UNESP]
Cardoso, Cibele
Di Cristofaro, Luis Fernando Macedo [UNESP]
Netto, Renato Petitto [UNESP]
de Almeida, Rodrigo [UNESP]
Navegante, Geovana [UNESP]
Storti, Camila Baldin
de Sousa, Juliana Ferreira
de Souza, Felipe Canto
Panepucci, Rodrigo
Moreira, Cristiano Gallina [UNESP]
Penna, Larissa Siqueira [UNESP]
Silva, Wilson Araujo
Valente, Valeria [UNESP]
author_role author
author2 da Silva, Patrick [UNESP]
Cardoso, Cibele
Di Cristofaro, Luis Fernando Macedo [UNESP]
Netto, Renato Petitto [UNESP]
de Almeida, Rodrigo [UNESP]
Navegante, Geovana [UNESP]
Storti, Camila Baldin
de Sousa, Juliana Ferreira
de Souza, Felipe Canto
Panepucci, Rodrigo
Moreira, Cristiano Gallina [UNESP]
Penna, Larissa Siqueira [UNESP]
Silva, Wilson Araujo
Valente, Valeria [UNESP]
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Regional Blood Center of Ribeirão Preto
Universidade de São Paulo (USP)
National Institutes of Health (NIH)
dc.contributor.author.fl_str_mv Serafim, Rodolfo Bortolozo [UNESP]
da Silva, Patrick [UNESP]
Cardoso, Cibele
Di Cristofaro, Luis Fernando Macedo [UNESP]
Netto, Renato Petitto [UNESP]
de Almeida, Rodrigo [UNESP]
Navegante, Geovana [UNESP]
Storti, Camila Baldin
de Sousa, Juliana Ferreira
de Souza, Felipe Canto
Panepucci, Rodrigo
Moreira, Cristiano Gallina [UNESP]
Penna, Larissa Siqueira [UNESP]
Silva, Wilson Araujo
Valente, Valeria [UNESP]
dc.subject.por.fl_str_mv ECM-receptors
expression profiling
extracellular matrix
GBM cell lines
glioblastoma
radioresistance
topic ECM-receptors
expression profiling
extracellular matrix
GBM cell lines
glioblastoma
radioresistance
description Glioblastoma (GBM) is the most lethal and frequent type of brain tumor, leading patients to death in approximately 14 months after diagnosis. GBM treatment consists in surgical removal followed by radio and chemotherapy. However, tumors commonly relapse and the treatment promotes only a slight increase in patient survival. Thus, uncovering the cellular mechanisms involved in GBM resistance is of utmost interest, and the use of cell lines has been shown to be an extremely important tool. In this work, the exploration of RNAseq data from different GBM cell lines revealed different expression signatures, distinctly correlated with the behavior of GBM cell lines regarding proliferation indexes and radio-resistance. U87MG and U138MG cells, which presented expressively reduced proliferation and increased radio-resistance, showed a particular expression signature encompassing enrichment in many extracellular matrix (ECM) and receptor genes. Contrasting, U251MG and T98G cells, that presented higher proliferation and sensibility to radiation, exhibited distinct signatures revealing consistent enrichments for DNA repair processes and although several genes from the ECM-receptor pathway showed up-regulation, enrichments for this pathway were not detected. The ECM-receptor is a master regulatory pathway that is known to impact several cellular processes including: survival, proliferation, migration, invasion, and DNA damage signaling and repair, corroborating the associations we found. Furthermore, searches to The Cancer Genome Atlas (TCGA) repository revealed prognostic correlations with glioma patients for the majority of genes highlighted in the signatures and led to the identification of 31 ECM-receptor genes individually correlated with radiation responsiveness. Interestingly, we observed an association between the number of upregulated genes and survivability greater than 5 years after diagnosis, where almost all the patients that presented 21 or more upregulated genes were deceased before 5 years. Altogether our findings suggest the clinical relevance of ECM-receptor genes signature found here for radiotherapy decision and as biomarkers of glioma prognosis.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-25T11:18:15Z
2021-06-25T11:18:15Z
2021-05-25
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/10.3389/fonc.2021.668090
Frontiers in Oncology, v. 11.
2234-943X
http://hdl.handle.net/11449/208741
10.3389/fonc.2021.668090
2-s2.0-85107370488
url http://dx.doi.org/10.3389/fonc.2021.668090
http://hdl.handle.net/11449/208741
identifier_str_mv Frontiers in Oncology, v. 11.
2234-943X
10.3389/fonc.2021.668090
2-s2.0-85107370488
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Frontiers in Oncology
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)
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