Although the magnitude of association between RCC risk and VDR and RXRA gene variants in our study may be small, some of these variants are relatively common in the population and therefore may be associated with a much higher attributable risk as a whole compared to rare high penetrance genes. Here, RXRA is linked to renal cell adenocarcinoma.