Moreover, there was a broader range of covariates in our study, such as nulliparity, AST, ALT, GGT, FPG, insulin, HOMA-IR, TC, LDL, and NAFLD, which are all linked with GDM risk. This evidence concerns the gene INS and gestational diabetes.