Analysis of the age of reaching kidney failure showed that patients with non-NPHP1 pathogenic mutations reached kidney failure significantly earlier than those with NPHP1 pathogenic mutation (5.7 years vs. 12.42 years, p < 0.05) (Fig. 2E and F). Here, NPHP1 is linked to kidney failure.