The analysis demonstrated that the T/PSA ratio retained statistical significance (OR = 0.10, 95% CI: 0.01–0.79, p = 0.029), indicating that lower T/PSA values are independently associated with an increased likelihood of prostate cancer. This evidence concerns the gene KLK3 and prostate carcinoma.