TP63 was an important regulator which affected multiple perturbed pathways among three RCC subtypes (regulated 20, 9 and 17% significantly altered pathways of ccRCC, PRCC and ChRCC, separately) (Fig. 4). The gene discussed is PRCC; the disease is chromophobe renal cell carcinoma.