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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
XIA & HE Publishing Inc.
2022
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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. |
format | Online Article Text |
id | pubmed-9039697 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | XIA & HE Publishing Inc. |
record_format | MEDLINE/PubMed |
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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