Previous single SNP association studies have found the same SNP alleles to be associated with lower odds of breast cancer in women, bone mineral density in older men, and to be trending toward association with plasma leptin levels in post-menopausal women (56–58). The gene discussed is LEP; the disease is breast cancer.