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Identification of potential key genes associated with glioblastoma based on the gene expression profile
Gliomas are serious primary brain tumors. The aim of the present study was to identify potential key genes associated with the progression of gliomas. The GSE31262 gene expression profile data, which included 9 glioblastoma stem cells (GSCs) samples and 5 neural stem cell samples from adult humans,...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5530036/ https://www.ncbi.nlm.nih.gov/pubmed/28789435 http://dx.doi.org/10.3892/ol.2017.6460 |
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author | Bo, Lijuan Wei, Bo Li, Chaohui Wang, Zhanfeng Gao, Zheng Miao, Zhuang |
author_facet | Bo, Lijuan Wei, Bo Li, Chaohui Wang, Zhanfeng Gao, Zheng Miao, Zhuang |
author_sort | Bo, Lijuan |
collection | PubMed |
description | Gliomas are serious primary brain tumors. The aim of the present study was to identify potential key genes associated with the progression of gliomas. The GSE31262 gene expression profile data, which included 9 glioblastoma stem cells (GSCs) samples and 5 neural stem cell samples from adult humans, were downloaded from Gene Expression Omnibus (GEO) database. limma package was used to identify differentially expressed genes (DEGs). Based on STRING database and Pearson Correlation Coefficient (PCC), a co-expression network was constructed to comprehensively understand the interactions between DEGs, and function analysis of genes in the network was conducted. Furthermore, the DEGs that were associated with prognosis were analyzed. A total of 431 DEGs were identified, including 98 upregulated DEGs and 333 downregulated DEGs. Genes including PDZ binding kinase, topoisomerase (DNA) II α (TOP2A), cyclin dependent kinase (CDK) 1, cell division cycle 6 and NIMA related kinase 2 had a relatively high degree in the co-expression network. A set of genes including cyclin D1, CDK1 and CDK2 were significantly enriched in the cell cycle and p53 signaling pathway. Additionally, 69 DEGs were identified as genes involved in glioblastoma prognosis, such as CDK2 and TOP2A. The genes that had a higher degree and were associated with cell cycle and p53 signaling pathway may play pivotal roles in the progress of glioblastoma. |
format | Online Article Text |
id | pubmed-5530036 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-55300362017-08-07 Identification of potential key genes associated with glioblastoma based on the gene expression profile Bo, Lijuan Wei, Bo Li, Chaohui Wang, Zhanfeng Gao, Zheng Miao, Zhuang Oncol Lett Articles Gliomas are serious primary brain tumors. The aim of the present study was to identify potential key genes associated with the progression of gliomas. The GSE31262 gene expression profile data, which included 9 glioblastoma stem cells (GSCs) samples and 5 neural stem cell samples from adult humans, were downloaded from Gene Expression Omnibus (GEO) database. limma package was used to identify differentially expressed genes (DEGs). Based on STRING database and Pearson Correlation Coefficient (PCC), a co-expression network was constructed to comprehensively understand the interactions between DEGs, and function analysis of genes in the network was conducted. Furthermore, the DEGs that were associated with prognosis were analyzed. A total of 431 DEGs were identified, including 98 upregulated DEGs and 333 downregulated DEGs. Genes including PDZ binding kinase, topoisomerase (DNA) II α (TOP2A), cyclin dependent kinase (CDK) 1, cell division cycle 6 and NIMA related kinase 2 had a relatively high degree in the co-expression network. A set of genes including cyclin D1, CDK1 and CDK2 were significantly enriched in the cell cycle and p53 signaling pathway. Additionally, 69 DEGs were identified as genes involved in glioblastoma prognosis, such as CDK2 and TOP2A. The genes that had a higher degree and were associated with cell cycle and p53 signaling pathway may play pivotal roles in the progress of glioblastoma. D.A. Spandidos 2017-08 2017-06-22 /pmc/articles/PMC5530036/ /pubmed/28789435 http://dx.doi.org/10.3892/ol.2017.6460 Text en Copyright: © Bo et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Bo, Lijuan Wei, Bo Li, Chaohui Wang, Zhanfeng Gao, Zheng Miao, Zhuang Identification of potential key genes associated with glioblastoma based on the gene expression profile |
title | Identification of potential key genes associated with glioblastoma based on the gene expression profile |
title_full | Identification of potential key genes associated with glioblastoma based on the gene expression profile |
title_fullStr | Identification of potential key genes associated with glioblastoma based on the gene expression profile |
title_full_unstemmed | Identification of potential key genes associated with glioblastoma based on the gene expression profile |
title_short | Identification of potential key genes associated with glioblastoma based on the gene expression profile |
title_sort | identification of potential key genes associated with glioblastoma based on the gene expression profile |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5530036/ https://www.ncbi.nlm.nih.gov/pubmed/28789435 http://dx.doi.org/10.3892/ol.2017.6460 |
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