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Identification of key genes and important histone modifications in hepatocellular carcinoma

Hepatocellular carcinoma (HCC) is one of the leading causes of cancer death in the world. It has been reported that HCC is closely related to the changes of histone modifications. However, finding histone modification patterns in key genes which related to HCC is still an important task. In our stud...

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Autores principales: Liu, Yu-Xian, Li, Qian-Zhong, Cao, Yan-Ni, Zhang, Lu-Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7533298/
https://www.ncbi.nlm.nih.gov/pubmed/33033585
http://dx.doi.org/10.1016/j.csbj.2020.09.013
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author Liu, Yu-Xian
Li, Qian-Zhong
Cao, Yan-Ni
Zhang, Lu-Qiang
author_facet Liu, Yu-Xian
Li, Qian-Zhong
Cao, Yan-Ni
Zhang, Lu-Qiang
author_sort Liu, Yu-Xian
collection PubMed
description Hepatocellular carcinoma (HCC) is one of the leading causes of cancer death in the world. It has been reported that HCC is closely related to the changes of histone modifications. However, finding histone modification patterns in key genes which related to HCC is still an important task. In our study, the patterns of 11 kinds of histone modifications in the promoter regions for the different types of genes were analyzed by hierarchical screening for hepatocyte (normal) cell line and HepG2 (tumor) cell line. The important histone modifications and their key modification regions in different types of genes were found. The results indicate that these important genes may play a pivotal role in the occurrence of HCC. By analyzing the differences of histone modifications and gene expression levels for these important genes between the two cell lines, we found that the signals of H3K4me3, H3K27ac, H3K9ac, and H3K4me2 in HCC are significantly stronger. The changed regions of important histone modifications in 17 key genes were also identified. For example, the H3K4me3 signals increased 150 times in regions (−1500, −500) bp and (0, 1000) bp of ARHGAP5 in tumor cell line than in normal cell line. Finally, a prognostic risk scoring model was constructed, and the effects of key genes on the prognosis of HCC were verified by the survival analysis. Our results may provide a more precise potential therapeutic targets for identifying key genes and histone modifications in HCC as new biomarkers.
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spelling pubmed-75332982020-10-07 Identification of key genes and important histone modifications in hepatocellular carcinoma Liu, Yu-Xian Li, Qian-Zhong Cao, Yan-Ni Zhang, Lu-Qiang Comput Struct Biotechnol J Research Article Hepatocellular carcinoma (HCC) is one of the leading causes of cancer death in the world. It has been reported that HCC is closely related to the changes of histone modifications. However, finding histone modification patterns in key genes which related to HCC is still an important task. In our study, the patterns of 11 kinds of histone modifications in the promoter regions for the different types of genes were analyzed by hierarchical screening for hepatocyte (normal) cell line and HepG2 (tumor) cell line. The important histone modifications and their key modification regions in different types of genes were found. The results indicate that these important genes may play a pivotal role in the occurrence of HCC. By analyzing the differences of histone modifications and gene expression levels for these important genes between the two cell lines, we found that the signals of H3K4me3, H3K27ac, H3K9ac, and H3K4me2 in HCC are significantly stronger. The changed regions of important histone modifications in 17 key genes were also identified. For example, the H3K4me3 signals increased 150 times in regions (−1500, −500) bp and (0, 1000) bp of ARHGAP5 in tumor cell line than in normal cell line. Finally, a prognostic risk scoring model was constructed, and the effects of key genes on the prognosis of HCC were verified by the survival analysis. Our results may provide a more precise potential therapeutic targets for identifying key genes and histone modifications in HCC as new biomarkers. Research Network of Computational and Structural Biotechnology 2020-09-20 /pmc/articles/PMC7533298/ /pubmed/33033585 http://dx.doi.org/10.1016/j.csbj.2020.09.013 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Liu, Yu-Xian
Li, Qian-Zhong
Cao, Yan-Ni
Zhang, Lu-Qiang
Identification of key genes and important histone modifications in hepatocellular carcinoma
title Identification of key genes and important histone modifications in hepatocellular carcinoma
title_full Identification of key genes and important histone modifications in hepatocellular carcinoma
title_fullStr Identification of key genes and important histone modifications in hepatocellular carcinoma
title_full_unstemmed Identification of key genes and important histone modifications in hepatocellular carcinoma
title_short Identification of key genes and important histone modifications in hepatocellular carcinoma
title_sort identification of key genes and important histone modifications in hepatocellular carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7533298/
https://www.ncbi.nlm.nih.gov/pubmed/33033585
http://dx.doi.org/10.1016/j.csbj.2020.09.013
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