Overall, our integrated approach reveals the regulatory mechanism by which activin A, SOX4, and miR-103a-3p regulate human trophoblast invasion and EVT differentiation, highlighting their potential as early diagnostic biomarkers for preeclampsia. The gene discussed is SOX4; the disease is preeclampsia.