In this study, PAM50 assigned most of the tumors examined in this study to the HER-2 breast cancer subtype, which is the subtype most commonly associated with ER-negative and HER-2 positive subtype, corroborating the similarities between our dog model and human breast cancer. The gene discussed is ESR1; the disease is breast cancer.