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

被引:0
|
作者
Zhou, Xu [1 ]
Liu, Haizhou [2 ]
Hou, Fei [1 ]
Zheng, Zong-Qing [2 ,3 ,4 ]
Cao, Xinyu [1 ]
Wang, Quan [1 ]
Jiang, Wei [1 ,2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Dept Biomed Engn, Nanjing 211106, Peoples R China
[2] Fujian Med Univ, Affiliated Hosp 1, Fujian Prov Key Lab Precis Med Canc, Fuzhou 350005, Peoples R China
[3] Fujian Med Univ, Affiliated Hosp 1, Neurosurg Res Inst, Dept Neurosurg, Fuzhou 350005, Peoples R China
[4] Fujian Med Univ, Affiliated Hosp 1, Binhai Branch Natl Reg Med Ctr, Dept Neurosurg, Fuzhou 350209, Peoples R China
来源
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL | 2024年 / 23卷
关键词
RNA editing; MiRNA regulation; Cancer; Information theory; UNWINDING ACTIVITY; DIVERSITY; TRANSLATION; METASTASIS; APOPTOSIS; NETWORKS; CELLS; XIAP;
D O I
10.1016/j.csbj.2024.09.011
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:3418 / 3429
页数:12
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