We found that the association between multiple SNPs located upstream of PDGFRA (e.g., rs7673984, rs4864857, and rs11133315) and corneal astigmatism became stronger with the degree of corneal astigmatism and that these SNPs were significantly associated with Japanese patients with higher corneal astigmatism. The gene discussed is PDGFRA; the disease is Corneal astigmatism.