Among the 2874 genes contained in locally correlated regions, 18 had known associations with keratoconus, whereas 153 had known associations with body height, and three genes, NOX4, FNDC3B, and ADAMTS17, had known associations with both. Here, FNDC3B is linked to keratoconus.