A rank-based algorithm to detect miRNA regulatory activity in cancer-derived tissue samples which combines measurements of gene and miRNA expression levels and sequence-based target predictions. TargetRunningSum is designed to detect modest but coordinated changes in the expression of sequence-based predicted target genes.