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Identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing
Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death. The aim of this study was to identify underlying hub genes and dysregulated pathways associated with the development of HCC using bioinformatics analysis. Differentially expressed protein-coding genes were subjected to transc...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5601144/ https://www.ncbi.nlm.nih.gov/pubmed/28947976 http://dx.doi.org/10.18632/oncotarget.19483 |
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author | Zheng, Yongchang Long, Junyu Wu, Liangcai Zhang, Haohai Li, Lin Zheng, Ying Wang, Anqiang Lin, Jianzhen Yang, Xiaobo Sang, Xinting Hu, Ke Pan, Jie Zhao, Haitao |
author_facet | Zheng, Yongchang Long, Junyu Wu, Liangcai Zhang, Haohai Li, Lin Zheng, Ying Wang, Anqiang Lin, Jianzhen Yang, Xiaobo Sang, Xinting Hu, Ke Pan, Jie Zhao, Haitao |
author_sort | Zheng, Yongchang |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death. The aim of this study was to identify underlying hub genes and dysregulated pathways associated with the development of HCC using bioinformatics analysis. Differentially expressed protein-coding genes were subjected to transcriptome sequencing in 11 pairs of liver cancer tissue and matched adjacent non-cancerous tissue. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed, followed by protein-protein interaction (PPI) network construction. Hub genes were identified via centralities analysis and verified using published datasets. In total, 720 significantly differentially expressed protein-coding genes were identified in the samples, including 335 upregulated genes and 385 downregulated genes. The upregulated genes were significantly enriched in cell adhesion, biological adhesion and cell-cell adhesion GO terms under biological process (BP). Conversely, the downregulated genes were significantly enriched in embryonic organ morphogenesis, embryonic organ development and embryonic morphogenesis. The KEGG pathway analysis showed that the upregulated genes were enriched in ECM-receptor interaction and focal adhesion pathways. Furthermore, the downregulated genes were enriched in the ErbB, VEGF and MAPK signaling pathways. The PPI network and centralities analysis suggested that ITGA2 and 12 alternate genes were significant hub genes. These findings improve current understanding of the molecular mechanisms underlying HCC development and may be helpful in identifying candidate molecular biomarkers for use in diagnosing, treating and monitoring the prognosis of HCC. |
format | Online Article Text |
id | pubmed-5601144 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-56011442017-09-25 Identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing Zheng, Yongchang Long, Junyu Wu, Liangcai Zhang, Haohai Li, Lin Zheng, Ying Wang, Anqiang Lin, Jianzhen Yang, Xiaobo Sang, Xinting Hu, Ke Pan, Jie Zhao, Haitao Oncotarget Research Paper Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death. The aim of this study was to identify underlying hub genes and dysregulated pathways associated with the development of HCC using bioinformatics analysis. Differentially expressed protein-coding genes were subjected to transcriptome sequencing in 11 pairs of liver cancer tissue and matched adjacent non-cancerous tissue. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed, followed by protein-protein interaction (PPI) network construction. Hub genes were identified via centralities analysis and verified using published datasets. In total, 720 significantly differentially expressed protein-coding genes were identified in the samples, including 335 upregulated genes and 385 downregulated genes. The upregulated genes were significantly enriched in cell adhesion, biological adhesion and cell-cell adhesion GO terms under biological process (BP). Conversely, the downregulated genes were significantly enriched in embryonic organ morphogenesis, embryonic organ development and embryonic morphogenesis. The KEGG pathway analysis showed that the upregulated genes were enriched in ECM-receptor interaction and focal adhesion pathways. Furthermore, the downregulated genes were enriched in the ErbB, VEGF and MAPK signaling pathways. The PPI network and centralities analysis suggested that ITGA2 and 12 alternate genes were significant hub genes. These findings improve current understanding of the molecular mechanisms underlying HCC development and may be helpful in identifying candidate molecular biomarkers for use in diagnosing, treating and monitoring the prognosis of HCC. Impact Journals LLC 2017-07-22 /pmc/articles/PMC5601144/ /pubmed/28947976 http://dx.doi.org/10.18632/oncotarget.19483 Text en Copyright: © 2017 Zheng et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Zheng, Yongchang Long, Junyu Wu, Liangcai Zhang, Haohai Li, Lin Zheng, Ying Wang, Anqiang Lin, Jianzhen Yang, Xiaobo Sang, Xinting Hu, Ke Pan, Jie Zhao, Haitao Identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing |
title | Identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing |
title_full | Identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing |
title_fullStr | Identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing |
title_full_unstemmed | Identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing |
title_short | Identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing |
title_sort | identification of hub genes involved in the development of hepatocellular carcinoma by transcriptome sequencing |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5601144/ https://www.ncbi.nlm.nih.gov/pubmed/28947976 http://dx.doi.org/10.18632/oncotarget.19483 |
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