The search terms “peroxisome proliferator-activated receptor”, “PPAR”, and “preeclampsia” were employed, and we were able to identify a total of 94 articles published between 2000 and 2022, after the exclusion of duplicates. This evidence concerns the gene PPARA and preeclampsia.