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. 2024 Dec 30;35(4):265–284.

Table 4:

Overview of Bioinformatics Tools and Processes in miRNA Research and Analysis.

Aspect Tools Tools References
Identification and Quantification of miRNAs miRDeep2, miRExpress miRDeep2, miRExpress [111]
miRNA Target Prediction TargetScan, miRanda TargetScan, miRanda [112]
miRNA-mRNA Interaction and Network Analysis DIANA-TarBase, miRTarBase DIANA-TarBase, miRTarBase [113]
Functional Enrichment Analysis DIANA-mirPath, miRWalk DIANA-mirPath, miRWalk [114]
Differential Expression Analysis edgeR, DESeq Utilizing statistical models, identify miRNAs with significant expression changes across various conditions. [115]
Data Integration and Visualization Cytoscape, miRBase Integrate and visualize miRNA, mRNA, and protein interaction data to gain greater insight into complex regulatory networks. [116]
Example of Usage in Cancer Research miRDeep2, edgeR, TargetScan, DIANA-mirPath, Cytoscape Gather RNA-Seq data from cancerous/normal tissues; identify and quantify miRNAs; compare expression levels among gene targets; analyze differential expression and target gene targeting patterns, as well as visualize interaction networks. [117]