There was a significant difference between the two groups in terms of GDM (p<0.001) and the risk of GDM was 3.98 fold higher in the exposure group (reduced PAPPA mu/L) than that of the non-exposure group (CI=2.39–6.65, p<0.001). Here, PAPPA is linked to gestational diabetes.