This study focused on the regulatory mechanisms of senescence‐associated genes in myopia, systematically analyzing the roles of Atm, Ezh2, Cdkn1a, Cdkn2a, Myc, Sirt1, and Tp53 in cell cycle regulation, DNA repair, and oxidative stress response. Here, MYC is linked to myopia.