Among these pathways, the “AGE-RAGE signaling pathway in diabetic complications” was the most closely related to the regulation of myopia progression, and the mechanism diagram of “AGE-RAGE diabetes complication signaling” pathway in the regulation of myopia was drawn using the “clusterprofiler” package of RStudio (Fig. 8). The gene discussed is RENBP; the disease is diabetes mellitus.