ALDH18A1 and HELLP syndrome: To further validate the role of GPR in predicting HELLP syndrome, a larger-scale, multi-center prospective study should be conducted in the future, while collecting more pregnancy-related examination data to provide more robust scientific evidence for more accurate early-identification of HELLP syndrome and improvement of adverse pregnancy outcomes.