In this study, we found that after 2 and 4 weeks of myopia induction, the expression of TGF-β1, COLI, and TIMP2 decreased compared with the levels of normal guinea pigs, whereas the expression of E-cadherin and MMP2 increased. Here, TIMP2 is linked to myopia.