Next, the significant negative correlations were intersected with miRNA:mRNA interactions that were predicted computationally by miRanda software using the default parameters [101]. All Affymetrix candidate hub mRNA transcript IDs were converted to HGNC gene symbols with the Affymetrix HG-U133A 2.0 annotation file, version 34.