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Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is still one of the most common malignancies worldwide. The accuracy of biomarkers for predicting the prognosis of HCC and the therapeutic effect is not satisfactory. N6-methyladenosine (m6A) methylation regulators play a crucial role in various tumours. Our research a...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493108/ https://www.ncbi.nlm.nih.gov/pubmed/34467992 http://dx.doi.org/10.1093/mutage/geab032 |
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author | Deng, Min Fang, Lin Li, Shao-Hua Zhao, Rong-Ce Mei, Jie Zou, Jing-Wen Wei, Wei Guo, Rong-Ping |
author_facet | Deng, Min Fang, Lin Li, Shao-Hua Zhao, Rong-Ce Mei, Jie Zou, Jing-Wen Wei, Wei Guo, Rong-Ping |
author_sort | Deng, Min |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is still one of the most common malignancies worldwide. The accuracy of biomarkers for predicting the prognosis of HCC and the therapeutic effect is not satisfactory. N6-methyladenosine (m6A) methylation regulators play a crucial role in various tumours. Our research aims further to determine the predictive value of m6A methylation regulators and establish a prognostic model for HCC. In this study, the data of HCC from The Cancer Genome Atlas (TCGA) database was obtained, and the expression level of 15 genes and survival was examined. Then we identified two clusters of HCC with different clinical factors, constructed prognostic markers and analysed gene set enrichment, proteins’ interaction and gene co-expression. Three subgroups by consensus clustering according to the expression of the 13 genes were identified. The risk score generated by five genes divided HCC patients into high-risk and low-risk groups. In addition, we developed a prognostic marker that can identify high-risk HCC. Finally, a novel prognostic nomogram was developed to accurately predict HCC patients’ prognosis. The expression levels of 13 m6A RNA methylation regulators were significantly upregulated in HCC samples. The prognosis of cluster 1 and cluster 3 was worse. Patients in the high-risk group show a poor prognosis. Moreover, the risk score was an independent prognostic factor for HCC patients. In conclusion, we reveal the critical role of m6A RNA methylation modification in HCC and develop a predictive model based on the m6A RNA methylation regulators, which can accurately predict HCC patients’ prognosis and provide meaningful guidance for clinical treatment. |
format | Online Article Text |
id | pubmed-8493108 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-84931082021-10-06 Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma Deng, Min Fang, Lin Li, Shao-Hua Zhao, Rong-Ce Mei, Jie Zou, Jing-Wen Wei, Wei Guo, Rong-Ping Mutagenesis Original Manuscripts Hepatocellular carcinoma (HCC) is still one of the most common malignancies worldwide. The accuracy of biomarkers for predicting the prognosis of HCC and the therapeutic effect is not satisfactory. N6-methyladenosine (m6A) methylation regulators play a crucial role in various tumours. Our research aims further to determine the predictive value of m6A methylation regulators and establish a prognostic model for HCC. In this study, the data of HCC from The Cancer Genome Atlas (TCGA) database was obtained, and the expression level of 15 genes and survival was examined. Then we identified two clusters of HCC with different clinical factors, constructed prognostic markers and analysed gene set enrichment, proteins’ interaction and gene co-expression. Three subgroups by consensus clustering according to the expression of the 13 genes were identified. The risk score generated by five genes divided HCC patients into high-risk and low-risk groups. In addition, we developed a prognostic marker that can identify high-risk HCC. Finally, a novel prognostic nomogram was developed to accurately predict HCC patients’ prognosis. The expression levels of 13 m6A RNA methylation regulators were significantly upregulated in HCC samples. The prognosis of cluster 1 and cluster 3 was worse. Patients in the high-risk group show a poor prognosis. Moreover, the risk score was an independent prognostic factor for HCC patients. In conclusion, we reveal the critical role of m6A RNA methylation modification in HCC and develop a predictive model based on the m6A RNA methylation regulators, which can accurately predict HCC patients’ prognosis and provide meaningful guidance for clinical treatment. Oxford University Press 2021-09-01 /pmc/articles/PMC8493108/ /pubmed/34467992 http://dx.doi.org/10.1093/mutage/geab032 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the UK Environmental Mutagen Society. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Manuscripts Deng, Min Fang, Lin Li, Shao-Hua Zhao, Rong-Ce Mei, Jie Zou, Jing-Wen Wei, Wei Guo, Rong-Ping Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma |
title | Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma |
title_full | Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma |
title_fullStr | Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma |
title_full_unstemmed | Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma |
title_short | Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma |
title_sort | expression pattern and prognostic value of n6-methyladenosine rna methylation key regulators in hepatocellular carcinoma |
topic | Original Manuscripts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493108/ https://www.ncbi.nlm.nih.gov/pubmed/34467992 http://dx.doi.org/10.1093/mutage/geab032 |
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