We discovered that LEP rs7799039, ADIPOQ rs2241766 and ADIPOR1 rs10920531 variants were correlated with increased risk of PCa, while LEPR rs1137101 and ADIPOR1 rs2232853 variants were associated with decreased risk of PCa in the meta-analysis. Here, ADIPOR1 is linked to posterior cortical atrophy.