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REMR: Identification of RNA Editing-mediated MiRNA Regulation in Cancers

Authors :
Xu Zhou
Haizhou Liu
Fei Hou
Zong-Qing Zheng
Xinyu Cao
Quan Wang
Wei Jiang
Source :
Computational and Structural Biotechnology Journal, Vol 23, Iss , Pp 3418-3429 (2024)
Publication Year :
2024
Publisher :
Elsevier, 2024.

Abstract

Dysregulation of adenosine-to-inosine (A-to-I) RNA editing has been implicated in cancer progression. However, a comprehensive understanding of how A-to-I RNA editing is incorporated into miRNA regulation to modulate gene expression in cancer remains unclear, given the lack of effective identification methods. To this end, we introduced an information theory-based algorithm named REMR to systematically identify 12,006 A-to-I RNA editing-mediated miRNA regulatory triplets (RNA editing sites, miRNAs, and genes) across ten major cancer types based on multi-omics profiling data from The Cancer Genome Atlas (TCGA). Through analyses of functional enrichment, transcriptional regulatory networks, and protein-protein interaction (PPI) networks, we showed that RNA editing-mediated miRNA regulation potentially affects critical cancer-related functions, such as apoptosis, cell cycle, drug resistance, and immunity. Furthermore, triplets can serve as biomarkers for classifying cancer subtypes with distinct prognoses or drug responses, highlighting the clinical relevance of such regulation. In addition, an online resource (http://www.jianglab.cn/REMR/) was constructed to support the convenient retrieval of our findings. In summary, our study systematically dissected the RNA editing-mediated miRNA regulations, thereby providing a valuable resource for understanding the mechanism of RNA editing as an epitranscriptomic regulator in cancer.

Details

Language :
English
ISSN :
20010370
Volume :
23
Issue :
3418-3429
Database :
Directory of Open Access Journals
Journal :
Computational and Structural Biotechnology Journal
Publication Type :
Academic Journal
Accession number :
edsdoj.984c05666b148af9447aa2ef4aeb015
Document Type :
article
Full Text :
https://doi.org/10.1016/j.csbj.2024.09.011