Among these 112 unique blood metabolites, genetically determined high levels of high-density lipoprotein cholesterol (HDL-C), apolipoprotein A1, and acetate were significantly associated with an increased risk of breast cancer. The gene discussed is APOA1; the disease is breast cancer.