INS and gestational diabetes: Kim et al. reported that a one-unit increase in the TyG index was associated with an odds ratio of 1.86 for GDM and 3.93 for insulin-requiring GDM [18], while Pazhohan et al. found a 4.9-fold increased risk independent of other factors [30].