Cargando…

Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma

The aim of the present study was to identify genes associated with and the underlying mechanisms in nasopharyngeal carcinoma (NPC) using microarray data. GSE12452 and GSE34573 gene expression profiles were obtained from the Gene Expression Omnibus (GEO) database. GEO2R was utilized to obtain differe...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Kang, Kang, Min, Zhou, Ziyan, Qin, Wen, Wang, Rensheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6732963/
https://www.ncbi.nlm.nih.gov/pubmed/31516577
http://dx.doi.org/10.3892/ol.2019.10707
_version_ 1783449897750495232
author Liu, Kang
Kang, Min
Zhou, Ziyan
Qin, Wen
Wang, Rensheng
author_facet Liu, Kang
Kang, Min
Zhou, Ziyan
Qin, Wen
Wang, Rensheng
author_sort Liu, Kang
collection PubMed
description The aim of the present study was to identify genes associated with and the underlying mechanisms in nasopharyngeal carcinoma (NPC) using microarray data. GSE12452 and GSE34573 gene expression profiles were obtained from the Gene Expression Omnibus (GEO) database. GEO2R was utilized to obtain differentially expressed genes (DEGs). In addition, the Database for Annotation, Visualization and Integrated Discovery was used to perform pathway enrichment analyses for DEGs using the Gene Ontology (GO) annotation along with the Kyoto Encyclopedia of Genes and Genomes (KEGG). Furthermore, Cytoscape was used to perform module analysis of the protein-protein interaction (PPI) network and pathways of the hub genes were studied. A total of 298 genes were ascertained as DEGs in the two datasets. To functionally categorize these DEGs, we obtained 82 supplemented GO terms along with 7 KEGG pathways. Subsequently, a PPI network consisting of 10 hub genes with high degrees of interaction was constructed. These hub genes included cyclin-dependent kinase (CDK) 1, structural maintenance of chromosomes (SMC) 4, kinetochore-associated (KNTC) 1, kinesin family member (KIF) 23, aurora kinase A (AURKA), ATAD (ATPase family AAA domain containing) 2, NDC80 kinetochore complex component, enhancer of zeste 2 polycomb repressive complex 2 subunit, BUB1 mitotic checkpoint serine/threonine kinase and protein regulator of cytokinesis 1. CDK1, SMC4, KNTC1, KIF23, AURKA and ATAD2 presented with high areas under the curve in receiver operator curves, suggesting that these genes may be diagnostic markers for nasopharyngeal carcinoma. In conclusion, it was proposed that CDK1, SMC4, KNTC1, KIF23, AURKA and ATAD2 may be involved in the tumorigenesis of NPC. Furthermore, they may be utilized as molecular biomarkers in early diagnosis of NPC.
format Online
Article
Text
id pubmed-6732963
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher D.A. Spandidos
record_format MEDLINE/PubMed
spelling pubmed-67329632019-09-12 Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma Liu, Kang Kang, Min Zhou, Ziyan Qin, Wen Wang, Rensheng Oncol Lett Articles The aim of the present study was to identify genes associated with and the underlying mechanisms in nasopharyngeal carcinoma (NPC) using microarray data. GSE12452 and GSE34573 gene expression profiles were obtained from the Gene Expression Omnibus (GEO) database. GEO2R was utilized to obtain differentially expressed genes (DEGs). In addition, the Database for Annotation, Visualization and Integrated Discovery was used to perform pathway enrichment analyses for DEGs using the Gene Ontology (GO) annotation along with the Kyoto Encyclopedia of Genes and Genomes (KEGG). Furthermore, Cytoscape was used to perform module analysis of the protein-protein interaction (PPI) network and pathways of the hub genes were studied. A total of 298 genes were ascertained as DEGs in the two datasets. To functionally categorize these DEGs, we obtained 82 supplemented GO terms along with 7 KEGG pathways. Subsequently, a PPI network consisting of 10 hub genes with high degrees of interaction was constructed. These hub genes included cyclin-dependent kinase (CDK) 1, structural maintenance of chromosomes (SMC) 4, kinetochore-associated (KNTC) 1, kinesin family member (KIF) 23, aurora kinase A (AURKA), ATAD (ATPase family AAA domain containing) 2, NDC80 kinetochore complex component, enhancer of zeste 2 polycomb repressive complex 2 subunit, BUB1 mitotic checkpoint serine/threonine kinase and protein regulator of cytokinesis 1. CDK1, SMC4, KNTC1, KIF23, AURKA and ATAD2 presented with high areas under the curve in receiver operator curves, suggesting that these genes may be diagnostic markers for nasopharyngeal carcinoma. In conclusion, it was proposed that CDK1, SMC4, KNTC1, KIF23, AURKA and ATAD2 may be involved in the tumorigenesis of NPC. Furthermore, they may be utilized as molecular biomarkers in early diagnosis of NPC. D.A. Spandidos 2019-10 2019-08-02 /pmc/articles/PMC6732963/ /pubmed/31516577 http://dx.doi.org/10.3892/ol.2019.10707 Text en Copyright: © Liu 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
Liu, Kang
Kang, Min
Zhou, Ziyan
Qin, Wen
Wang, Rensheng
Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma
title Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma
title_full Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma
title_fullStr Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma
title_full_unstemmed Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma
title_short Bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma
title_sort bioinformatics analysis identifies hub genes and pathways in nasopharyngeal carcinoma
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6732963/
https://www.ncbi.nlm.nih.gov/pubmed/31516577
http://dx.doi.org/10.3892/ol.2019.10707
work_keys_str_mv AT liukang bioinformaticsanalysisidentifieshubgenesandpathwaysinnasopharyngealcarcinoma
AT kangmin bioinformaticsanalysisidentifieshubgenesandpathwaysinnasopharyngealcarcinoma
AT zhouziyan bioinformaticsanalysisidentifieshubgenesandpathwaysinnasopharyngealcarcinoma
AT qinwen bioinformaticsanalysisidentifieshubgenesandpathwaysinnasopharyngealcarcinoma
AT wangrensheng bioinformaticsanalysisidentifieshubgenesandpathwaysinnasopharyngealcarcinoma