By integrating findings from placental biology and disorders with overlapping pathways such as cardiovascular disease and cancer research, this review aims to establish a framework for understanding how HDAC9 contributes to preeclampsia pathogenesis and to identify promising directions for future investigation and therapeutic development. Here, HDAC9 is linked to cardiovascular disorder.