Finally, we screened 15hub genes, among which SPARCL1, GPC3, MATN3, IGFBP7, TNC, VCAN, and ANXA1were determined to be the key genes related to FECD. This evidence concerns the gene MATN3 and Fuchs endothelial corneal dystrophy.