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Identification of key genes in hepatitis B associated hepatocellular carcinoma based on WGCNA
Chronic Infection of Hepatitis B virus (HBV) is one risk factor of hepatocellular carcinoma (HCC). Much effort has been made to research the process of HBV-associated HCC, but its molecular mechanisms of carcinogenesis remain vague. Here, weighted gene co-expression network analysis (WGCNA) was empl...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962393/ https://www.ncbi.nlm.nih.gov/pubmed/33726794 http://dx.doi.org/10.1186/s13027-021-00357-4 |
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author | Liu, Chang Dai, Qinghai Ding, Qian Wei, Min Kong, Xiaohong |
author_facet | Liu, Chang Dai, Qinghai Ding, Qian Wei, Min Kong, Xiaohong |
author_sort | Liu, Chang |
collection | PubMed |
description | Chronic Infection of Hepatitis B virus (HBV) is one risk factor of hepatocellular carcinoma (HCC). Much effort has been made to research the process of HBV-associated HCC, but its molecular mechanisms of carcinogenesis remain vague. Here, weighted gene co-expression network analysis (WGCNA) was employed to explore the co-expressed modules and hub/key genes correlated to HBV-associated HCC. We found that genes of the most significant module related to HBV-associated HCC were enriched in DNA replication, p53 signaling pathway, cell cycle, and HTLV-1 infection associated pathway; these cellular pathways played critical roles in the initiation and development of HCC or viral infections. Furthermore, seven hub/key genes were identified based on the topological network analysis, and their roles in HCC were verified by expression and Kaplan-Meier survival analysis. Protein-protein interaction and KEGG pathway analysis suggested that these key genes may stimulate cellular proliferation to promote the HCC progression. This study provides new perspectives to the knowledge of the key pathways and genes in the carcinogenesis process of HBV-associated HCC, and our findings provided potential therapeutic targets and clues of the carcinogenesis of HBV-associated HCC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13027-021-00357-4. |
format | Online Article Text |
id | pubmed-7962393 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-79623932021-03-16 Identification of key genes in hepatitis B associated hepatocellular carcinoma based on WGCNA Liu, Chang Dai, Qinghai Ding, Qian Wei, Min Kong, Xiaohong Infect Agent Cancer Research Article Chronic Infection of Hepatitis B virus (HBV) is one risk factor of hepatocellular carcinoma (HCC). Much effort has been made to research the process of HBV-associated HCC, but its molecular mechanisms of carcinogenesis remain vague. Here, weighted gene co-expression network analysis (WGCNA) was employed to explore the co-expressed modules and hub/key genes correlated to HBV-associated HCC. We found that genes of the most significant module related to HBV-associated HCC were enriched in DNA replication, p53 signaling pathway, cell cycle, and HTLV-1 infection associated pathway; these cellular pathways played critical roles in the initiation and development of HCC or viral infections. Furthermore, seven hub/key genes were identified based on the topological network analysis, and their roles in HCC were verified by expression and Kaplan-Meier survival analysis. Protein-protein interaction and KEGG pathway analysis suggested that these key genes may stimulate cellular proliferation to promote the HCC progression. This study provides new perspectives to the knowledge of the key pathways and genes in the carcinogenesis process of HBV-associated HCC, and our findings provided potential therapeutic targets and clues of the carcinogenesis of HBV-associated HCC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13027-021-00357-4. BioMed Central 2021-03-16 /pmc/articles/PMC7962393/ /pubmed/33726794 http://dx.doi.org/10.1186/s13027-021-00357-4 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Liu, Chang Dai, Qinghai Ding, Qian Wei, Min Kong, Xiaohong Identification of key genes in hepatitis B associated hepatocellular carcinoma based on WGCNA |
title | Identification of key genes in hepatitis B associated hepatocellular carcinoma based on WGCNA |
title_full | Identification of key genes in hepatitis B associated hepatocellular carcinoma based on WGCNA |
title_fullStr | Identification of key genes in hepatitis B associated hepatocellular carcinoma based on WGCNA |
title_full_unstemmed | Identification of key genes in hepatitis B associated hepatocellular carcinoma based on WGCNA |
title_short | Identification of key genes in hepatitis B associated hepatocellular carcinoma based on WGCNA |
title_sort | identification of key genes in hepatitis b associated hepatocellular carcinoma based on wgcna |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962393/ https://www.ncbi.nlm.nih.gov/pubmed/33726794 http://dx.doi.org/10.1186/s13027-021-00357-4 |
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