Through performing MR analysis, it is found that there was a significant correlation between prostate hyperplasia and prostate cancer in the SNP site of BMP6 gene based on the MR Egger algorithm, such as rs2743987, rs7768988. Here, BMP6 is linked to Familial prostate cancer.