The highly expressed regenerative genes including atoh7 and mdkb were observed in zebrafish rather than in mice and humans, which indicated the unique regenerative ability of the zebrafish retina and provided a reference for developing a targeted therapy for IRDs. Here, ATOH7 is linked to respiratory distress syndrome in premature infants.