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Prognostic Role and Potential Mechanisms of N6-methyladenosine-related Long Noncoding RNAs in Hepatocellular Carcinoma

BACKGROUND AND AIMS: Numerous studies have explored the important role of N6-methyladenosine (m(6)A) in cancer. Nonetheless, the interaction between m(6)A and long noncoding RNAs (lncRNAs) is poorly investigated. Herein, we systematically analyzed the role and prognostic value of m(6)A-related lncRN...

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Autores principales: Dai, Tianxing, Li, Jing, Ye, Linsen, Yu, Haoyuan, Deng, Mingbin, Liu, Wei, Li, Hua, Yang, Yang, Wang, Guoying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: XIA & HE Publishing Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9039697/
https://www.ncbi.nlm.nih.gov/pubmed/35528973
http://dx.doi.org/10.14218/JCTH.2021.00096
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author Dai, Tianxing
Li, Jing
Ye, Linsen
Yu, Haoyuan
Deng, Mingbin
Liu, Wei
Li, Hua
Yang, Yang
Wang, Guoying
author_facet Dai, Tianxing
Li, Jing
Ye, Linsen
Yu, Haoyuan
Deng, Mingbin
Liu, Wei
Li, Hua
Yang, Yang
Wang, Guoying
author_sort Dai, Tianxing
collection PubMed
description BACKGROUND AND AIMS: Numerous studies have explored the important role of N6-methyladenosine (m(6)A) in cancer. Nonetheless, the interaction between m(6)A and long noncoding RNAs (lncRNAs) is poorly investigated. Herein, we systematically analyzed the role and prognostic value of m(6)A-related lncRNAs in hepatocellular carcinoma (HCC). METHODS: The m(6)A-related lncRNAs were identified based on the correlation coefficients with m(6)A-related genes in HCC from The Cancer Genome Atlas. Subsequently, a novel risk score model was determined using the least absolute shrinkage and selection operator Cox regression analyses. Univariate and multivariate Cox analyses were used to identify independent prognostic factors for overall survival (OS) of HCC; thereafter, a prognostic nomogram was constructed. RESULTS: A total of 259 lncRNAs showed significant correlations with m(6)A in HCC, while 29 lncRNAs had prognostic significance. Further, six critical m(6)A-related lncRNAs (NRAV, SNHG3, KDM4A-AS1, AC074117.1, AC025176.1, and AL031985.3) were screened out to construct a novel risk score model which classified HCC patients into high- and low-risk groups. Survival analyses revealed that patients in the high-risk group exhibited worse OS, both in the training and validation groups. The risk score was also identified as an independent prognostic factor of OS, and a nomogram was established and verified with superior prediction capacity. Besides, the risk score significantly correlated with the expression of immune checkpoint genes and immune subtypes. CONCLUSIONS: These findings indicated the significant role of m(6)A-related lncRNAs in HCC and the potential application of the novel risk score model for prognostic prediction.
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spelling pubmed-90396972022-05-06 Prognostic Role and Potential Mechanisms of N6-methyladenosine-related Long Noncoding RNAs in Hepatocellular Carcinoma Dai, Tianxing Li, Jing Ye, Linsen Yu, Haoyuan Deng, Mingbin Liu, Wei Li, Hua Yang, Yang Wang, Guoying J Clin Transl Hepatol Original Article BACKGROUND AND AIMS: Numerous studies have explored the important role of N6-methyladenosine (m(6)A) in cancer. Nonetheless, the interaction between m(6)A and long noncoding RNAs (lncRNAs) is poorly investigated. Herein, we systematically analyzed the role and prognostic value of m(6)A-related lncRNAs in hepatocellular carcinoma (HCC). METHODS: The m(6)A-related lncRNAs were identified based on the correlation coefficients with m(6)A-related genes in HCC from The Cancer Genome Atlas. Subsequently, a novel risk score model was determined using the least absolute shrinkage and selection operator Cox regression analyses. Univariate and multivariate Cox analyses were used to identify independent prognostic factors for overall survival (OS) of HCC; thereafter, a prognostic nomogram was constructed. RESULTS: A total of 259 lncRNAs showed significant correlations with m(6)A in HCC, while 29 lncRNAs had prognostic significance. Further, six critical m(6)A-related lncRNAs (NRAV, SNHG3, KDM4A-AS1, AC074117.1, AC025176.1, and AL031985.3) were screened out to construct a novel risk score model which classified HCC patients into high- and low-risk groups. Survival analyses revealed that patients in the high-risk group exhibited worse OS, both in the training and validation groups. The risk score was also identified as an independent prognostic factor of OS, and a nomogram was established and verified with superior prediction capacity. Besides, the risk score significantly correlated with the expression of immune checkpoint genes and immune subtypes. CONCLUSIONS: These findings indicated the significant role of m(6)A-related lncRNAs in HCC and the potential application of the novel risk score model for prognostic prediction. XIA & HE Publishing Inc. 2022-04-28 2021-07-13 /pmc/articles/PMC9039697/ /pubmed/35528973 http://dx.doi.org/10.14218/JCTH.2021.00096 Text en © 2022 Authors. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-Noncommercial 4.0 International License (CC BY-NC 4.0), permitting all non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Dai, Tianxing
Li, Jing
Ye, Linsen
Yu, Haoyuan
Deng, Mingbin
Liu, Wei
Li, Hua
Yang, Yang
Wang, Guoying
Prognostic Role and Potential Mechanisms of N6-methyladenosine-related Long Noncoding RNAs in Hepatocellular Carcinoma
title Prognostic Role and Potential Mechanisms of N6-methyladenosine-related Long Noncoding RNAs in Hepatocellular Carcinoma
title_full Prognostic Role and Potential Mechanisms of N6-methyladenosine-related Long Noncoding RNAs in Hepatocellular Carcinoma
title_fullStr Prognostic Role and Potential Mechanisms of N6-methyladenosine-related Long Noncoding RNAs in Hepatocellular Carcinoma
title_full_unstemmed Prognostic Role and Potential Mechanisms of N6-methyladenosine-related Long Noncoding RNAs in Hepatocellular Carcinoma
title_short Prognostic Role and Potential Mechanisms of N6-methyladenosine-related Long Noncoding RNAs in Hepatocellular Carcinoma
title_sort prognostic role and potential mechanisms of n6-methyladenosine-related long noncoding rnas in hepatocellular carcinoma
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9039697/
https://www.ncbi.nlm.nih.gov/pubmed/35528973
http://dx.doi.org/10.14218/JCTH.2021.00096
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