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. Here, MYC is linked to myopia.