Four SNPs in three genes (COL4A3, PDGFD and ELK3) were associated with prostate cancer aggressiveness in both the CGEMS and Moffitt groups with a p-value less than 0.05. This evidence concerns the gene COL4A3 and Familial prostate cancer.