The findings indicated that higher GPR, ALT, and UA were independent risk factors for the development of HELLP syndrome (OR = 23.382,1.169,1.016, P < 0.05), whereas higher FIB is a protective factor (OR = 0.057, P < 0.05). Here, ALDH18A1 is linked to HELLP syndrome.