Univariate analyses revealed that elevated levels of HOMA-IR, pre-pregnancy BMI, TG, FPG, insulin, GGT, ALT, and grades of hepatic steatosis were significantly associated with an increased GDM risk, while HDL showed an inverse relationship (Table 2). Here, INS is linked to fatty liver disease.