You are here

CCmiR

Submitted by ChenLiang on Tue, 01/09/2018 - 17:39

Status:

Implement Technique:

Species:

Pubmed IDs: 
Rating: 
Average: 5 (1 vote)

The identification of microRNA (miRNA) target sites is important. In the past decade, dozens of computational methods have been developed to predict miRNA target sites. Despite their existence, rarely does a method consider the well-known competition and cooperation among miRNAs when attempts to discover target sites. To fill this gap, we developed a new approach called CCmiR, which takes the cooperation and competition of multiple miRNAs into account in a statistical model to predict their target sites.
Tested on four different datasets, CCmiR predicted miRNA target sites with a high recall and a reasonable precision, and identified known and new cooperative and competitive miRNAs supported by literature. Compared with three state-of-the-art computational methods, CCmiR had a higher recall and a higher precision.
CCmiR is freely available at http://hulab.ucf.edu/research/projects/miRNA/CCmiR.
xiaoman@mail.ucf.edu, haihu@cs.ucf.edu.
Supplementary data are available at Bioinformatics online.[1]


References