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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...

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Autores principales: Deng, Min, Fang, Lin, Li, Shao-Hua, Zhao, Rong-Ce, Mei, Jie, Zou, Jing-Wen, Wei, Wei, Guo, Rong-Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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.
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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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