Gene mutations can directly impact the structure and function of the kidneys. For instance, mutations in the PKD1 and PKD2 genes are responsible for Autosomal Dominant Polycystic Kidney Disease (ADPKD). These mutations lead to the formation of fluid-filled cysts in the kidneys, impairing their ability to filter blood effectively.