Using Mendelian randomisation (MR) analysis, it is found that there was a significant correlation between prostate hyperplasia (ukb‐b‐7469) and prostate cancer (ukb‐b‐7773) in the SNP site of BMP6 gene based on the MR Egger algorithm. Here, BMP6 is linked to benign prostatic hyperplasia.