Notably, a large-scale oncogenomic study on canine mammary tumors, employing whole-exome and RNA sequencing, revealed striking similarities with human breast cancer, as evidenced by a similar PIK3CA mutation frequency, shared aberrations in the PI3K-Akt pathway, and common driver mutations including TP53 and PTEN [30]. The gene discussed is PIK3CA; the disease is breast cancer.