The enrichment of the PI3K-Akt signalling cascade, extracellular matrix (ECM)-receptor interactions, and AGE-RAGE pathways implicated in diabetic complications highlights their key roles in inflammatory responses and cellular migration, reinforcing the hypothesis that PE and depression are linked through shared inflammatory mechanisms. This evidence concerns the gene AKT1 and depressive disorder.