miREM: an expectation-maximization approach for prioritizing miRNAs associated with gene-set.
Luqman Hakim Abdul HadiQuy Xiao Xuan LinTri Tran MinhMarie LohHong Kiat NgAgus SalimRichie SoongTouati BenoukrafPublished in: BMC bioinformatics (2018)
We tested miREM using RNAseq datasets from two single "spiked" knock-in miRNA experiments and two double knock-out miRNA experiments. miREM predicted these manipulated miRNAs as having high EM scores from the gene set signatures (i.e. top predictions for single knock-in and double knock-out miRNA experiments). Finally, we have demonstrated that miREM predictions are either similar or better than results provided by existing programs.