In paired analyses of pre- and post-neoadjuvant chemotherapy breast cancer samples, a significant number of cases showed alterations in c-MYC amplification or copy number gain status (14.3% for amplification; 33.6% for copy number gain) with most cases showing positive to negative conversion. This evidence concerns the gene MYC and breast carcinoma.