In this study, we aim to clarify the role of BMPs (BMP-2, −4, and −5) by examining any changes during myopia induction in guinea pigs sclera, and in vitro the effect of BMPs on sclera fibroblasts differentiation, ECM, and its potential signal pathway. The gene discussed is CLN5; the disease is myopia.