Our first such attempt at predicting vision from retinal structure was done in two forms of LCA caused by CEP290 and IQCB1 (NPHP5) mutations that retained foveal and extrafoveal cone islands but no evidence of rods. Here, CEP290 is linked to Leber congenital amaurosis.