Based on the predicted expression levels of 13,982 genes, we predicted cancer status (tumor/normal), Estrogen Receptor (ER) status (positive/negative), 5-year survival (yes/no) and PAM50 breast cancer subtypes. The gene discussed is ESR1; the disease is breast cancer.