Our research showed that SPP1, Annexin, MIF, Visfatin, VEGF, Galectin, PTN, and CCL signalings were significantly inhibited among the three subtypes of macrophages in the preeclampsia group. The gene discussed is MIF; the disease is preeclampsia.