Interestingly, in this population of patients with prostate cancer, logistic regression showed that smoking habit was significantly associated with PSA levels (odds ratio = 1.04; standard error = 0.012; z = 3.66; 95% CI: 1.02–107). This evidence concerns the gene KLK3 and prostate carcinoma.