To date, the known genes and candidate genes associated with astigmatism are PDGFRA, CLDN7, ACP2, and TNFAIP8L, of which PDGFRA has been shown to increase the risk of astigmatism 1.12 times [27]. This evidence concerns the gene ACP2 and Astigmatism.