Conclusions: Seven markers showed novel genome-wide associations; two of them were exonic variants (rs317777 in OLFM5P and rs147062602 in OR51B5), and less significant associations (p < 5 × 10−6) were identified for 34 other variants in known genes with TEEs in SCD. The gene discussed is OR51B5; the disease is Schnyder corneal dystrophy.