However, existing studies are primarily focused on the albino mechanisms of mammalian skin or hair (such as loss of tyrosinase activity caused by tyrosine (TYR) and OCA2 gene mutations) [6], leaving significant research gaps in the analysis of the molecular regulatory network of albinism in fish, especially ocular albinism. The gene discussed is TYR; the disease is ocular albinism.