Our aims in the present study were to identify miRNA signatures using ANNs that accurately predict the ER, PR and HER2/neu status of breast cancer patients, thus identifying potential biologically relevant miRNAs and providing further insight into breast cancer aetiology and regulation. The gene discussed is ERBB2; the disease is breast carcinoma.