PMVK and preeclampsia: Synthesizing these results, dysregulation across interconnected pathways—autophagy (ATG16L1), inflammation (MAP3K14), metabolism (PMVK), cell cycle (CDC25A), and RNA methylation (NSUN2)—appears to converge on promoting placental cellular senescence, contributing to preeclampsia pathophysiology.