This study leverages WES data from a large population cohort in the UK Biobank to examine the hypothesis that CHIP may contribute to an increased risk of breast cancer, aiming to provide valuable insights into high-risk populations and enhance early detection strategies on breast cancer. The gene discussed is STUB1; the disease is breast carcinoma.