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Computer analysis of regulation of hepatocarcinoma marker genes hypermethylated by HCV proteins
Hepatitis C virus (HCV) is a risk factor that leads to hepatocellular carcinoma (HCC) development. Epigenetic changes are known to play an important role in the molecular genetic mechanisms of virus-induced oncogenesis. Aberrant DNA methylation is a mediator of epigenetic changes that are closely as...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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The Federal Research Center Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9840909/ https://www.ncbi.nlm.nih.gov/pubmed/36714033 http://dx.doi.org/10.18699/VJGB-22-89 |
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author | Antropova, E.A. Khlebodarova, T.M. Demenkov, P.S. Venzel, A.S. Ivanisenko, N.V. Gavrilenko, A.D. Ivanisenko, T.V. Adamovskaya, A.V. Revva, P.M. Lavrik, I.N. Ivanisenko, V.A. |
author_facet | Antropova, E.A. Khlebodarova, T.M. Demenkov, P.S. Venzel, A.S. Ivanisenko, N.V. Gavrilenko, A.D. Ivanisenko, T.V. Adamovskaya, A.V. Revva, P.M. Lavrik, I.N. Ivanisenko, V.A. |
author_sort | Antropova, E.A. |
collection | PubMed |
description | Hepatitis C virus (HCV) is a risk factor that leads to hepatocellular carcinoma (HCC) development. Epigenetic changes are known to play an important role in the molecular genetic mechanisms of virus-induced oncogenesis. Aberrant DNA methylation is a mediator of epigenetic changes that are closely associated with the HCC pathogenesis and considered a biomarker for its early diagnosis. The ANDSystem software package was used to reconstruct and evaluate the statistical significance of the pathways HCV could potentially use to regulate 32 hypermethylated genes in HCC, including both oncosuppressor and protumorigenic ones identified by genome-wide analysis of DNA methylation. The reconstructed pathways included those affecting protein-protein interactions (PPI), gene expression, protein activity, stability, and transport regulations, the expression regulation pathways being statistically significant. It has been shown that 8 out of 10 HCV proteins were involved in these pathways, the HCV NS3 protein being implicated in the largest number of regulatory pathways. NS3 was associated with the regulation of 5 tumor-suppressor genes, which may be the evidence of its central role in HCC pathogenesis. Analysis of the reconstructed pathways has demonstrated that following the transcription factor inhibition caused by binding to viral proteins, the expression of a number of oncosuppressors (WT1, MGMT, SOCS1, P53) was suppressed, while the expression of others (RASF1, RUNX3, WIF1, DAPK1) was activated. Thus, the performed gene-network reconstruction has shown that HCV proteins can influence not only the methylation status of oncosuppressor genes, but also their transcriptional regulation. The results obtained can be used in the search for pharmacological targets to develop new drugs against HCV-induced HCC. |
format | Online Article Text |
id | pubmed-9840909 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Federal Research Center Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-98409092023-01-26 Computer analysis of regulation of hepatocarcinoma marker genes hypermethylated by HCV proteins Antropova, E.A. Khlebodarova, T.M. Demenkov, P.S. Venzel, A.S. Ivanisenko, N.V. Gavrilenko, A.D. Ivanisenko, T.V. Adamovskaya, A.V. Revva, P.M. Lavrik, I.N. Ivanisenko, V.A. Vavilovskii Zhurnal Genet Selektsii Original Article Hepatitis C virus (HCV) is a risk factor that leads to hepatocellular carcinoma (HCC) development. Epigenetic changes are known to play an important role in the molecular genetic mechanisms of virus-induced oncogenesis. Aberrant DNA methylation is a mediator of epigenetic changes that are closely associated with the HCC pathogenesis and considered a biomarker for its early diagnosis. The ANDSystem software package was used to reconstruct and evaluate the statistical significance of the pathways HCV could potentially use to regulate 32 hypermethylated genes in HCC, including both oncosuppressor and protumorigenic ones identified by genome-wide analysis of DNA methylation. The reconstructed pathways included those affecting protein-protein interactions (PPI), gene expression, protein activity, stability, and transport regulations, the expression regulation pathways being statistically significant. It has been shown that 8 out of 10 HCV proteins were involved in these pathways, the HCV NS3 protein being implicated in the largest number of regulatory pathways. NS3 was associated with the regulation of 5 tumor-suppressor genes, which may be the evidence of its central role in HCC pathogenesis. Analysis of the reconstructed pathways has demonstrated that following the transcription factor inhibition caused by binding to viral proteins, the expression of a number of oncosuppressors (WT1, MGMT, SOCS1, P53) was suppressed, while the expression of others (RASF1, RUNX3, WIF1, DAPK1) was activated. Thus, the performed gene-network reconstruction has shown that HCV proteins can influence not only the methylation status of oncosuppressor genes, but also their transcriptional regulation. The results obtained can be used in the search for pharmacological targets to develop new drugs against HCV-induced HCC. The Federal Research Center Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences 2022-12 /pmc/articles/PMC9840909/ /pubmed/36714033 http://dx.doi.org/10.18699/VJGB-22-89 Text en Copyright © AUTHORS https://creativecommons.org/licenses/by/2.5/This work is licensed under a Creative Commons Attribution 4.0 License |
spellingShingle | Original Article Antropova, E.A. Khlebodarova, T.M. Demenkov, P.S. Venzel, A.S. Ivanisenko, N.V. Gavrilenko, A.D. Ivanisenko, T.V. Adamovskaya, A.V. Revva, P.M. Lavrik, I.N. Ivanisenko, V.A. Computer analysis of regulation of hepatocarcinoma marker genes hypermethylated by HCV proteins |
title | Computer analysis of regulation of hepatocarcinoma
marker genes hypermethylated by HCV proteins |
title_full | Computer analysis of regulation of hepatocarcinoma
marker genes hypermethylated by HCV proteins |
title_fullStr | Computer analysis of regulation of hepatocarcinoma
marker genes hypermethylated by HCV proteins |
title_full_unstemmed | Computer analysis of regulation of hepatocarcinoma
marker genes hypermethylated by HCV proteins |
title_short | Computer analysis of regulation of hepatocarcinoma
marker genes hypermethylated by HCV proteins |
title_sort | computer analysis of regulation of hepatocarcinoma
marker genes hypermethylated by hcv proteins |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9840909/ https://www.ncbi.nlm.nih.gov/pubmed/36714033 http://dx.doi.org/10.18699/VJGB-22-89 |
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