RNAenrich: a web server for non-coding RNA enrichment

被引:2
|
作者
Zhang, Song [1 ,2 ]
Amahong, Kuerbannisha [2 ]
Zhang, Yintao [2 ]
Hu, Xiaoping [1 ]
Huang, Shijie [2 ]
Lu, Mingkun [2 ]
Zeng, Zhenyu [3 ]
Li, Zhaorong [3 ]
Zhang, Bing [3 ]
Qiu, Yunqing [4 ]
Dai, Haibin [2 ]
Gao, Jianqing [2 ,5 ]
Zhu, Feng [1 ,2 ]
机构
[1] Hangzhou Med Coll, Zhejiang Prov Peoples Hosp, Affiliated Peoples Hosp, Ctr Clin Pharm,Canc Ctr,Dept Pharm, Hangzhou 310014, Zhejiang, Peoples R China
[2] Zhejiang Univ, Sch Med, Affiliated Hosp 2, Coll Pharmaceut Sci, Hangzhou 310058, Zhejiang, Peoples R China
[3] Zhejiang Univ, Alibaba Zhejiang Univ Joint Res Ctr Future Digital, Innovat Inst Artificial Intelligence Med, Hangzhou 330110, Zhejiang, Peoples R China
[4] Zhejiang Univ, Affiliated Hosp 1, State Key Lab Diag & Treatment Infect Dis, Collaborat Innovat Ctr Diag & Treatment Infect Dis, Hangzhou 310000, Zhejiang, Peoples R China
[5] Westlake Lab Life Sci & Biomed, Hangzhou 310030, Zhejiang, Peoples R China
关键词
COMPLEX DISEASES; BREAST-CANCER; PATHWAY; GENE; NETWORKS; DATABASE; LNCRNA; GLIOBLASTOMA; MACROPHAGES; ANNOTATION;
D O I
10.1093/bioinformatics/btad421
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation With the rapid advances of RNA sequencing and microarray technologies in non-coding RNA (ncRNA) research, functional tools that perform enrichment analysis for ncRNAs are needed. On the one hand, because of the rapidly growing interest in circRNAs, snoRNAs, and piRNAs, it is essential to develop tools for enrichment analysis for these newly emerged ncRNAs. On the other hand, due to the key role of ncRNAs' interacting target in the determination of their function, the interactions between ncRNA and its corresponding target should be fully considered in functional enrichment. Based on the ncRNA-mRNA/protein-function strategy, some tools have been developed to functionally analyze a single type of ncRNA (the majority focuses on miRNA); in addition, some tools adopt predicted target data and lead to only low-confidence results.Results Herein, an online tool named RNAenrich was developed to enable the comprehensive and accurate enrichment analysis of ncRNAs. It is unique in (i) realizing the enrichment analysis for various RNA types in humans and mice, such as miRNA, lncRNA, circRNA, snoRNA, piRNA, and mRNA; (ii) extending the analysis by introducing millions of experimentally validated data of RNA-target interactions as a built-in database; and (iii) providing a comprehensive interacting network among various ncRNAs and targets to facilitate the mechanistic study of ncRNA function. Importantly, RNAenrich led to a more comprehensive and accurate enrichment analysis in a COVID-19-related miRNA case, which was largely attributed to its coverage of comprehensive ncRNA-target interactions.Availability and implementationRNAenrich is now freely accessible at .
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页数:9
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