Thus, it is likely that the copresence of low serum levels of choline and CDKAL1 rs7747752 genetic variant led to a markedly increased risk of GDM via increasing insulin resistance or decreasing insulin sensitivity. This evidence concerns the gene CDKAL1 and Insulin resistance.