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Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses
BACKGROUND: Ca(2+) release-activated Ca(2+) channels (CRAC) are the main Ca(2+) entry pathway regulating intracellular Ca(2+) concentration in a variety of cancer types. Orai2 is the main pore-forming subunit of CRAC channels in central neurons. To explore the role of Orai2 in glioblastoma (GBM), we...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6855003/ https://www.ncbi.nlm.nih.gov/pubmed/31772693 http://dx.doi.org/10.1155/2019/7049294 |
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author | Yuan, Feng Yi, Li Hai, Long Wang, Yingshuai Yang, Yihan Li, Tao Tong, Luqing Ma, Haiwen Liu, Peidong Ming, Haolang Ren, Bingcheng Yu, Shengping Lin, Yu Yang, Xuejun |
author_facet | Yuan, Feng Yi, Li Hai, Long Wang, Yingshuai Yang, Yihan Li, Tao Tong, Luqing Ma, Haiwen Liu, Peidong Ming, Haolang Ren, Bingcheng Yu, Shengping Lin, Yu Yang, Xuejun |
author_sort | Yuan, Feng |
collection | PubMed |
description | BACKGROUND: Ca(2+) release-activated Ca(2+) channels (CRAC) are the main Ca(2+) entry pathway regulating intracellular Ca(2+) concentration in a variety of cancer types. Orai2 is the main pore-forming subunit of CRAC channels in central neurons. To explore the role of Orai2 in glioblastoma (GBM), we investigated the key pathways and genes in Orai2-mediated GBM by bioinformatic analyses. METHODS: Via The Cancer Genome Atlas (TCGA), French, Sun, and Gene Expression Omnibus (GEO) (GDS3885) datasets, we collected 1231 cases with RNA-seq data and analyzed the functional annotation of Orai2 by gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Univariate and multivariate survival analyses were applied to 823 patients with survival data. RESULTS: We discovered that Orai2 was markedly upregulated in GBM compared to normal brain samples and lower-grade gliomas (LGG). Survival analysis found that higher expression of Orai2 was independently associated with a worse prognosis of patients with the classical and mesenchymal subtypes of GBM. Simultaneously, Orai2 expression was higher in tumors of the classical and mesenchymal subtypes than other subtypes and was significantly correlated with classical- and mesenchymal-related genes. GO and KEGG pathway analysis revealed that genes significantly correlated with Orai2 were involved in the JNK pathway. Through screening transcriptomic data, we found a strong association between Orai2 and apoptosis, stemness, and an epithelial-mesenchymal transition- (EMT-) like phenotype. CONCLUSION: As a prognostic factor, Orai2 is obviously activated in the classical and mesenchymal subtypes of GBM and promotes glioma cell self-renewal, apoptosis, and EMT-like by the JNK pathway. These findings indicate that Orai2 could be a candidate prognostic and therapeutic target, especially for the classical and mesenchymal subtypes of GBM. |
format | Online Article Text |
id | pubmed-6855003 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-68550032019-11-26 Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses Yuan, Feng Yi, Li Hai, Long Wang, Yingshuai Yang, Yihan Li, Tao Tong, Luqing Ma, Haiwen Liu, Peidong Ming, Haolang Ren, Bingcheng Yu, Shengping Lin, Yu Yang, Xuejun Dis Markers Research Article BACKGROUND: Ca(2+) release-activated Ca(2+) channels (CRAC) are the main Ca(2+) entry pathway regulating intracellular Ca(2+) concentration in a variety of cancer types. Orai2 is the main pore-forming subunit of CRAC channels in central neurons. To explore the role of Orai2 in glioblastoma (GBM), we investigated the key pathways and genes in Orai2-mediated GBM by bioinformatic analyses. METHODS: Via The Cancer Genome Atlas (TCGA), French, Sun, and Gene Expression Omnibus (GEO) (GDS3885) datasets, we collected 1231 cases with RNA-seq data and analyzed the functional annotation of Orai2 by gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Univariate and multivariate survival analyses were applied to 823 patients with survival data. RESULTS: We discovered that Orai2 was markedly upregulated in GBM compared to normal brain samples and lower-grade gliomas (LGG). Survival analysis found that higher expression of Orai2 was independently associated with a worse prognosis of patients with the classical and mesenchymal subtypes of GBM. Simultaneously, Orai2 expression was higher in tumors of the classical and mesenchymal subtypes than other subtypes and was significantly correlated with classical- and mesenchymal-related genes. GO and KEGG pathway analysis revealed that genes significantly correlated with Orai2 were involved in the JNK pathway. Through screening transcriptomic data, we found a strong association between Orai2 and apoptosis, stemness, and an epithelial-mesenchymal transition- (EMT-) like phenotype. CONCLUSION: As a prognostic factor, Orai2 is obviously activated in the classical and mesenchymal subtypes of GBM and promotes glioma cell self-renewal, apoptosis, and EMT-like by the JNK pathway. These findings indicate that Orai2 could be a candidate prognostic and therapeutic target, especially for the classical and mesenchymal subtypes of GBM. Hindawi 2019-10-20 /pmc/articles/PMC6855003/ /pubmed/31772693 http://dx.doi.org/10.1155/2019/7049294 Text en Copyright © 2019 Feng Yuan et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Yuan, Feng Yi, Li Hai, Long Wang, Yingshuai Yang, Yihan Li, Tao Tong, Luqing Ma, Haiwen Liu, Peidong Ming, Haolang Ren, Bingcheng Yu, Shengping Lin, Yu Yang, Xuejun Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses |
title | Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses |
title_full | Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses |
title_fullStr | Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses |
title_full_unstemmed | Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses |
title_short | Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses |
title_sort | identification of key pathways and genes in the orai2 mediated classical and mesenchymal subtype of glioblastoma by bioinformatic analyses |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6855003/ https://www.ncbi.nlm.nih.gov/pubmed/31772693 http://dx.doi.org/10.1155/2019/7049294 |
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