P4HA1 and preeclampsia: PTGS2, ENG, KIT, MME, CGA, GAPDH, GPX3, and P4HA1 are central to the network of preeclampsia-related DEGs and are associated with angiogenesis, inflammation, and hCG hormone maintenance (Liu et al., 2019; Yang et al., 2020).