Collectively, we uncovered monocyte subsets of VCAN+ Mono and IFN+ Non-classical Mono contributed to the inflammatory responses in PE and may be vital to the pathological process of preeclampsia. The gene discussed is IFNA1; the disease is preeclampsia.