In particular, patients presenting NPHP associated with retinal degeneration more often had causative variants in CEP290 and INPP5E, while those with NPHP but lacking retinal disease had molecular defects in CC2D2A, TMEM67, and NPHP1. This evidence concerns the gene INPP5E and retinal degeneration.