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Construction and validation of an N6-methyladenosine-associated prognostic signature in hepatocellular carcinoma

Hepatocellular carcinoma (HCC) is among the most common types of cancer that threat the public health worldwide. N6-methyladenosine (m6A) RNA methylation is associated with cancer initiation and progression, and is dynamically regulated by m6A RNA methylation-associated genes. However, little is kno...

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Autores principales: Zhu, Peng, Ren, Qianqian, He, Nan, Zhou, Cheng, Jin, Qianna, Gong, Zhao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7859476/
https://www.ncbi.nlm.nih.gov/pubmed/33613710
http://dx.doi.org/10.3892/ol.2021.12482
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author Zhu, Peng
Ren, Qianqian
He, Nan
Zhou, Cheng
Jin, Qianna
Gong, Zhao
author_facet Zhu, Peng
Ren, Qianqian
He, Nan
Zhou, Cheng
Jin, Qianna
Gong, Zhao
author_sort Zhu, Peng
collection PubMed
description Hepatocellular carcinoma (HCC) is among the most common types of cancer that threat the public health worldwide. N6-methyladenosine (m6A) RNA methylation is associated with cancer initiation and progression, and is dynamically regulated by m6A RNA methylation-associated genes. However, little is known about the expression status and the prognostic value of m6A-associated genes in HCC. The present study aimed to identify the expression profiling pattern and clinical significance of m6A-associated genes in HCC. Consensus clustering analysis was performed to identify the clusters of HCC with different clinical outcomes. A prognostic signature built by the least absolute shrinkage and selection operator Cox regression model was utilized to discover subtypes associated with different clinical outcomes of patients with HCC in the discovery cohort from The Cancer Genome Atlas. The differences between subgroups were characterized in terms of epigenetic dysregulation and somatic mutation frequencies. The International Cancer Genome Consortium cohort and two independent cohorts from the meta-Gene Expression Omnibus database were used for external validation. Most of the m6A-associated genes were upregulated and involved in the prognosis and malignancy of HCC. A four-gene prognostic signature revealed two HCC subtypes (namely, high- and low-risk group) that was associated with different clinical outcomes. Patients in the high-risk group were accompanied with increased epigenetic silencing and significant mutations in TP53 and FLG, while ALB was frequently mutated in the low-risk group. In conclusion, an m6A-based signature was constructed to predict the prognosis of patients with HCC, which may provide a tool for reliable prognosis assessment for clinicians, and aid clinical treatment decision-making.
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spelling pubmed-78594762021-02-18 Construction and validation of an N6-methyladenosine-associated prognostic signature in hepatocellular carcinoma Zhu, Peng Ren, Qianqian He, Nan Zhou, Cheng Jin, Qianna Gong, Zhao Oncol Lett Articles Hepatocellular carcinoma (HCC) is among the most common types of cancer that threat the public health worldwide. N6-methyladenosine (m6A) RNA methylation is associated with cancer initiation and progression, and is dynamically regulated by m6A RNA methylation-associated genes. However, little is known about the expression status and the prognostic value of m6A-associated genes in HCC. The present study aimed to identify the expression profiling pattern and clinical significance of m6A-associated genes in HCC. Consensus clustering analysis was performed to identify the clusters of HCC with different clinical outcomes. A prognostic signature built by the least absolute shrinkage and selection operator Cox regression model was utilized to discover subtypes associated with different clinical outcomes of patients with HCC in the discovery cohort from The Cancer Genome Atlas. The differences between subgroups were characterized in terms of epigenetic dysregulation and somatic mutation frequencies. The International Cancer Genome Consortium cohort and two independent cohorts from the meta-Gene Expression Omnibus database were used for external validation. Most of the m6A-associated genes were upregulated and involved in the prognosis and malignancy of HCC. A four-gene prognostic signature revealed two HCC subtypes (namely, high- and low-risk group) that was associated with different clinical outcomes. Patients in the high-risk group were accompanied with increased epigenetic silencing and significant mutations in TP53 and FLG, while ALB was frequently mutated in the low-risk group. In conclusion, an m6A-based signature was constructed to predict the prognosis of patients with HCC, which may provide a tool for reliable prognosis assessment for clinicians, and aid clinical treatment decision-making. D.A. Spandidos 2021-03 2021-01-21 /pmc/articles/PMC7859476/ /pubmed/33613710 http://dx.doi.org/10.3892/ol.2021.12482 Text en Copyright: © Zhu et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
spellingShingle Articles
Zhu, Peng
Ren, Qianqian
He, Nan
Zhou, Cheng
Jin, Qianna
Gong, Zhao
Construction and validation of an N6-methyladenosine-associated prognostic signature in hepatocellular carcinoma
title Construction and validation of an N6-methyladenosine-associated prognostic signature in hepatocellular carcinoma
title_full Construction and validation of an N6-methyladenosine-associated prognostic signature in hepatocellular carcinoma
title_fullStr Construction and validation of an N6-methyladenosine-associated prognostic signature in hepatocellular carcinoma
title_full_unstemmed Construction and validation of an N6-methyladenosine-associated prognostic signature in hepatocellular carcinoma
title_short Construction and validation of an N6-methyladenosine-associated prognostic signature in hepatocellular carcinoma
title_sort construction and validation of an n6-methyladenosine-associated prognostic signature in hepatocellular carcinoma
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7859476/
https://www.ncbi.nlm.nih.gov/pubmed/33613710
http://dx.doi.org/10.3892/ol.2021.12482
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