The biomarkers selected by both algorithms were plotted in a Venn diagram (Fig. 4C), and a total of 4 genes (NR1D1, PPP1R18, PGBD2, PPP1R3D) were identified as biomarkers of myopia in the overlapping part. This evidence concerns the gene NR1D1 and myopia.