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] |