The findings of the present study underscored the diagnostic potential of total PSA and TK1 as individual biomarkers for prostate cancer, demonstrating high Area Under the Curve (AUC) values of 0.966 and 0.973, respectively. The gene discussed is TK1; the disease is prostate cancer.