The single ocular biological parameter with the highest correlation with myopia is the axial length or vitreous cavity depth, while the gene loci associated with high myopia analyzed above, such as CCL2 and MMP1, are all related to scleral remodeling, increased vitreous cavity depth, and axial elongation. The gene discussed is MMP1; the disease is myopia.