In the COL4A4 gene, another SNP rs2228557, which was proposed in candidate gene studies, showed a significant summary P value (P = 4.5 × 10−7) in Whites, suggesting COL4A4 could be a genuine susceptibility gene for keratoconus in Whites. Here, COL4A4 is linked to keratoconus.