The mutation frequency of oncogenes in breast cancer such as TP53 and TTN was higher in the high-risk group, while the mutation frequency of tumor suppressor factors in breast cancer such as PIK3CA, CDH1, MAP3K1 was low in the high-risk group. Here, MAP3K1 is linked to breast cancer.