This suggests that GPR may have more excellent predictive value for HELLP syndrome than AST, ALT and PLT in late pregnancy, and that the sensitivity and specificity of GPR in predicting HELLP syndrome in before-delivery are higher than those in mid-pregnancy and late-pregnancy (Figs. 3 and 4). Here, ALDH18A1 is linked to HELLP syndrome.