Inclusion Criteria:  Having serum collected at a gestational age between 8 and 21 weeks;  Exclusion Criteria:  Age less than 18 Preexisting preeclampsia Multiple pregnancy or higher order pregnancy Missing outcome data of PE, including diagnosis date and PE type