PCARE and Abnormal retinal morphology: In this review, we offer an overview of the current knowledge of retinal diseases caused by mutations in the C2orf71 gene, RP54, and CRD, including clinical symptoms and mutation landscape, molecular and functional research on photoreceptor-specific cilium, cellular and animal models, as well as a summary of prospective therapeutic options.