SMR (β = −0.028, p < 0.05; p HEIDI test > 0.05) and colocalization analysis (PPH4 = 0.926) identified an association between the expression of the FADS1 gene in the retina, crucial in PUFAs biosynthesis, and high myopia. The gene discussed is FADS1; the disease is myopia.