In the discovery set, SNPs in several genes were found to be associated with the risk of ovarian cancer; of these, five genes (ABL1, CCND3, CDKN1A, E2F3 and CDK2) were significant in log-additive models (P-value <0.05). This evidence concerns the gene CDKN1A and ovarian cancer.