In conclusion, the nomogram model constructed based on serum APN, Cys-C, and D-dimer in this study has certain predictive efficacy for placental abruption in patients with severe pre-eclampsia, providing new methods and ideas for the early clinical prediction of the risk of placental abruption. Here, ANPEP is linked to placental abruption.