Analysis by family history of prostate cancer (Additional file 3) however showed evidence that the G allele for the intronic KIAA1109 variant rs13119723, was significantly more frequent in men with a family history compared to those with no family history (P-value for interaction = 0.02). This evidence concerns the gene BLTP1 and Familial prostate cancer.