By constructing protein–protein interaction networks and post‐transcriptional regulatory axes (mRNA–miRNA–TF), we identified core senescence‐associated genes (Tp53, Cdkn1a, and Myc) as central regulators in myopia progression. This evidence concerns the gene CDKN1A and myopia.