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