The multivariate logistic regression analysis (Table 4) revealed that patients <70 years, with low tumor histologic grades, Gleason scores <7, and low PSA levels were more likely to undergo surgery as first-line treatment for prostate cancer. This evidence concerns the gene KLK3 and prostate cancer.