This study aims to explore the relationship between serum APN, Cys-C, and D-dimer levels and the occurrence of placental abruption in patients with severe pre-eclampsia, and to construct a nomogram prediction model to provide new methods and evidence for the clinical prediction of placental abruption. The gene discussed is ANPEP; the disease is placental abruption.