The Functional Characterization of Epigenetically Related lncRNAs Involved in Dysregulated CeRNA–CeRNA Networks Across Eight Cancer Types

Numerous studies have demonstrated that lncRNAs could compete with other RNAs to bind miRNAs, as competing endogenous RNAs (ceRNAs), to regulate each other. On the other hand, ceRNAs were found to be recurrently dysregulated in cancer status. However, limited studies considered the upstream epigenet...

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Main Authors: Dahua Xu, Liqiang Wang, Sainan Pang, Meng Cao, Wenxiang Wang, Xiaorong Yu, Zhizhou Xu, Jiankai Xu, Hong Wang, Jianping Lu, Kongning Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2021.649755/full
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spelling doaj-78045ff762ec46e582323b4f03d1cc862021-06-17T08:21:30ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2021-06-01910.3389/fcell.2021.649755649755The Functional Characterization of Epigenetically Related lncRNAs Involved in Dysregulated CeRNA–CeRNA Networks Across Eight Cancer TypesDahua Xu0Liqiang Wang1Sainan Pang2Meng Cao3Wenxiang Wang4Xiaorong Yu5Zhizhou Xu6Jiankai Xu7Hong Wang8Jianping Lu9Kongning Li10Kongning Li11Key Laboratory of Tropical Translational Medicine of Ministry of Education, College of Biomedical Information and Engineering, Hainan Medical University, Haikou, ChinaCollege of Bioinformatics Science and Technology, Harbin Medical University, Harbin, ChinaDepartment of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, ChinaCollege of Bioinformatics Science and Technology, Harbin Medical University, Harbin, ChinaCollege of Bioinformatics Science and Technology, Harbin Medical University, Harbin, ChinaCollege of Bioinformatics Science and Technology, Harbin Medical University, Harbin, ChinaKey Laboratory of Tropical Translational Medicine of Ministry of Education, College of Biomedical Information and Engineering, Hainan Medical University, Haikou, ChinaCollege of Bioinformatics Science and Technology, Harbin Medical University, Harbin, ChinaKey Laboratory of Tropical Translational Medicine of Ministry of Education, College of Biomedical Information and Engineering, Hainan Medical University, Haikou, ChinaCollege of Bioinformatics Science and Technology, Harbin Medical University, Harbin, ChinaKey Laboratory of Tropical Translational Medicine of Ministry of Education, College of Biomedical Information and Engineering, Hainan Medical University, Haikou, ChinaCollege of Bioinformatics Science and Technology, Harbin Medical University, Harbin, ChinaNumerous studies have demonstrated that lncRNAs could compete with other RNAs to bind miRNAs, as competing endogenous RNAs (ceRNAs), to regulate each other. On the other hand, ceRNAs were found to be recurrently dysregulated in cancer status. However, limited studies considered the upstream epigenetic regulatory factors that disrupted the normal competing mechanism. In the present study, we constructed the lncRNA-associated dysregulated ceRNA networks across eight cancer types. lncRNAs in the individual dysregulated network and pan-cancer core dysregulated ceRNA subnetwork were found to play more important roles than mRNAs. Integrating lncRNA methylation profiles, we identified 49 epigenetically related (ER) lncRNAs involved in the dysregulated ceRNA networks, including 18 epigenetically activated (EA) lncRNAs, 18 epigenetically silenced (ES) lncRNAs, and 13 rewired ER lncRNAs across eight cancer types. Furthermore, we evaluated the epigenetic regulating patterns of these lncRNAs and screened nine pan-cancer ER lncRNAs (six EA and three ES lncRNAs). The nine lncRNAs were found to regulate the cancer hallmarks by competing with mRNAs. Moreover, we found that integrating the expression and methylation profiles of the nine lncRNAs could predict cancer incidence in eight cancer types robustly and the cancer outcome of several cancer types. These results provide an improved understanding of methylation regulation to ceRNA and offer novel potential molecular therapeutic targets for the diagnosis and prognosis across different cancer types.https://www.frontiersin.org/articles/10.3389/fcell.2021.649755/fullpan-cancerdysregulated ceRNAepigenetically related lncRNAdiagnosticprognosis
collection DOAJ
language English
format Article
sources DOAJ
author Dahua Xu
Liqiang Wang
Sainan Pang
Meng Cao
Wenxiang Wang
Xiaorong Yu
Zhizhou Xu
Jiankai Xu
Hong Wang
Jianping Lu
Kongning Li
Kongning Li
spellingShingle Dahua Xu
Liqiang Wang
Sainan Pang
Meng Cao
Wenxiang Wang
Xiaorong Yu
Zhizhou Xu
Jiankai Xu
Hong Wang
Jianping Lu
Kongning Li
Kongning Li
The Functional Characterization of Epigenetically Related lncRNAs Involved in Dysregulated CeRNA–CeRNA Networks Across Eight Cancer Types
Frontiers in Cell and Developmental Biology
pan-cancer
dysregulated ceRNA
epigenetically related lncRNA
diagnostic
prognosis
author_facet Dahua Xu
Liqiang Wang
Sainan Pang
Meng Cao
Wenxiang Wang
Xiaorong Yu
Zhizhou Xu
Jiankai Xu
Hong Wang
Jianping Lu
Kongning Li
Kongning Li
author_sort Dahua Xu
title The Functional Characterization of Epigenetically Related lncRNAs Involved in Dysregulated CeRNA–CeRNA Networks Across Eight Cancer Types
title_short The Functional Characterization of Epigenetically Related lncRNAs Involved in Dysregulated CeRNA–CeRNA Networks Across Eight Cancer Types
title_full The Functional Characterization of Epigenetically Related lncRNAs Involved in Dysregulated CeRNA–CeRNA Networks Across Eight Cancer Types
title_fullStr The Functional Characterization of Epigenetically Related lncRNAs Involved in Dysregulated CeRNA–CeRNA Networks Across Eight Cancer Types
title_full_unstemmed The Functional Characterization of Epigenetically Related lncRNAs Involved in Dysregulated CeRNA–CeRNA Networks Across Eight Cancer Types
title_sort functional characterization of epigenetically related lncrnas involved in dysregulated cerna–cerna networks across eight cancer types
publisher Frontiers Media S.A.
series Frontiers in Cell and Developmental Biology
issn 2296-634X
publishDate 2021-06-01
description Numerous studies have demonstrated that lncRNAs could compete with other RNAs to bind miRNAs, as competing endogenous RNAs (ceRNAs), to regulate each other. On the other hand, ceRNAs were found to be recurrently dysregulated in cancer status. However, limited studies considered the upstream epigenetic regulatory factors that disrupted the normal competing mechanism. In the present study, we constructed the lncRNA-associated dysregulated ceRNA networks across eight cancer types. lncRNAs in the individual dysregulated network and pan-cancer core dysregulated ceRNA subnetwork were found to play more important roles than mRNAs. Integrating lncRNA methylation profiles, we identified 49 epigenetically related (ER) lncRNAs involved in the dysregulated ceRNA networks, including 18 epigenetically activated (EA) lncRNAs, 18 epigenetically silenced (ES) lncRNAs, and 13 rewired ER lncRNAs across eight cancer types. Furthermore, we evaluated the epigenetic regulating patterns of these lncRNAs and screened nine pan-cancer ER lncRNAs (six EA and three ES lncRNAs). The nine lncRNAs were found to regulate the cancer hallmarks by competing with mRNAs. Moreover, we found that integrating the expression and methylation profiles of the nine lncRNAs could predict cancer incidence in eight cancer types robustly and the cancer outcome of several cancer types. These results provide an improved understanding of methylation regulation to ceRNA and offer novel potential molecular therapeutic targets for the diagnosis and prognosis across different cancer types.
topic pan-cancer
dysregulated ceRNA
epigenetically related lncRNA
diagnostic
prognosis
url https://www.frontiersin.org/articles/10.3389/fcell.2021.649755/full
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