According to the adjusted model, the estimated annual prostate cancer associated Medicare payment in men who saw PCPs with a high PSA test rate was $80.63 (95 % CI 78.13–83.22), compared to $55.01 (95 % CI 53.34–56.73) for men who saw PCPs with a low rate of testing. Here, KLK3 is linked to prostate cancer.