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Key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma

The purpose of the present study was to investigate the underlying molecular mechanism of hepatocellular carcinoma (HCC) using bioinformatics approaches. The microarray dataset GSE64041 was downloaded from the Gene Expression Omnibus database, which included 60 tumor liver samples and 60 matched con...

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Autores principales: Wang, Jingcheng, Tian, Yang, Chen, Hui, Li, Hui, Zheng, Shusen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5983994/
https://www.ncbi.nlm.nih.gov/pubmed/29658607
http://dx.doi.org/10.3892/mmr.2018.8871
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author Wang, Jingcheng
Tian, Yang
Chen, Hui
Li, Hui
Zheng, Shusen
author_facet Wang, Jingcheng
Tian, Yang
Chen, Hui
Li, Hui
Zheng, Shusen
author_sort Wang, Jingcheng
collection PubMed
description The purpose of the present study was to investigate the underlying molecular mechanism of hepatocellular carcinoma (HCC) using bioinformatics approaches. The microarray dataset GSE64041 was downloaded from the Gene Expression Omnibus database, which included 60 tumor liver samples and 60 matched control samples. Differentially expressed genes (DEGs) between HCC and control groups were identified. Then functional enrichment analyses, protein-protein interaction (PPI) network, sub-network and integrated transcription factor (TF)-microRNA (miRNA)-target network analyses were performed for these DEGs. A total of 378 DEGs were obtained, including 101 upregulated and 277 downregulated DEGs. In addition, functional enrichment analysis for DEGs in the sub-network revealed ‘cell division’ and ‘cell cycle’ as key Gene Ontology (GO) terms and pathways. Topoisomerase (DNA) IIα (TOP2A) and integrin subunit α2 (ITGA2) were hub nodes in the PPI network. TOP2A, cyclin dependent kinase 1 (CDK1) and polo like kinase 1 (PLK1) were revealed to be hub nodes in the sub-network. Finally, 4 TFs including forkhead box M1 (FOXM1), E2F transcription factor 4 (E2F4), SIN3 transcription regulator family member A (SIN3A) and transcription factor 7 like 1 (TCF7L1) were obtained through integrated network analysis. TOP2A, ITGA2, PLK1 and CDK1 may be key genes involved in HCC development. ‘Cell division’ and ‘cell cycle’ were indicated to act as key GO terms and Kyoto Encyclopedia of Genes and Genomes pathways in HCC. In addition, FOXM1, TCF7L1, E2F4 and SIN3A were revealed to be key TFs associated with HCC.
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spelling pubmed-59839942018-06-04 Key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma Wang, Jingcheng Tian, Yang Chen, Hui Li, Hui Zheng, Shusen Mol Med Rep Articles The purpose of the present study was to investigate the underlying molecular mechanism of hepatocellular carcinoma (HCC) using bioinformatics approaches. The microarray dataset GSE64041 was downloaded from the Gene Expression Omnibus database, which included 60 tumor liver samples and 60 matched control samples. Differentially expressed genes (DEGs) between HCC and control groups were identified. Then functional enrichment analyses, protein-protein interaction (PPI) network, sub-network and integrated transcription factor (TF)-microRNA (miRNA)-target network analyses were performed for these DEGs. A total of 378 DEGs were obtained, including 101 upregulated and 277 downregulated DEGs. In addition, functional enrichment analysis for DEGs in the sub-network revealed ‘cell division’ and ‘cell cycle’ as key Gene Ontology (GO) terms and pathways. Topoisomerase (DNA) IIα (TOP2A) and integrin subunit α2 (ITGA2) were hub nodes in the PPI network. TOP2A, cyclin dependent kinase 1 (CDK1) and polo like kinase 1 (PLK1) were revealed to be hub nodes in the sub-network. Finally, 4 TFs including forkhead box M1 (FOXM1), E2F transcription factor 4 (E2F4), SIN3 transcription regulator family member A (SIN3A) and transcription factor 7 like 1 (TCF7L1) were obtained through integrated network analysis. TOP2A, ITGA2, PLK1 and CDK1 may be key genes involved in HCC development. ‘Cell division’ and ‘cell cycle’ were indicated to act as key GO terms and Kyoto Encyclopedia of Genes and Genomes pathways in HCC. In addition, FOXM1, TCF7L1, E2F4 and SIN3A were revealed to be key TFs associated with HCC. D.A. Spandidos 2018-06 2018-04-12 /pmc/articles/PMC5983994/ /pubmed/29658607 http://dx.doi.org/10.3892/mmr.2018.8871 Text en Copyright: © Wang 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
Wang, Jingcheng
Tian, Yang
Chen, Hui
Li, Hui
Zheng, Shusen
Key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma
title Key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma
title_full Key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma
title_fullStr Key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma
title_full_unstemmed Key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma
title_short Key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma
title_sort key signaling pathways, genes and transcription factors associated with hepatocellular carcinoma
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5983994/
https://www.ncbi.nlm.nih.gov/pubmed/29658607
http://dx.doi.org/10.3892/mmr.2018.8871
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