In this MR investigation, we explored the impact of various undisclosed factors on Preeclampsia risk, focusing on Chronic kidney disease, Serum uric acid levels, Alanine aminotransferase levels, Placental growth factor, Vascular endothelial growth factor levels, Hemoglobin concentration, and Platelet count. This evidence concerns the gene PGF and preeclampsia.