Smith et al. (n = 40 cases) observed that the rare allele of the PPARG P12A polymorphism (rs1801282) was underrepresented among RCC patients compared to controls, with an OR for trend of 0.28 (0.08–1.01) [46]. This evidence concerns the gene PPARG and renal cell carcinoma.