The combined AUC-ROC for the urinary AQP-1 and PLIN-2 detection was greater than 0.99 with a sensitivity greater than 95% and specificity greater than 91% indicating the feasibility of AQP-1 and PLIN-2 as potential RCC screening biomarkers. This evidence concerns the gene PLIN1 and renal cell carcinoma.