The aim of this study was to examine the relationship between PSA and BMI in a large population-based study of men undergoing PSA tests, to derive a model to adjust the observed PSA for the relationship between BMI, age, and PSA and investigate whether an age–BMI-adjusted model for PSA would be clinically useful for detecting prostate cancer. Here, KLK3 is linked to prostate cancer.