PIK3CB and major depressive disorder: The analysis revealed that these genes not only exhibit strong interactions within the PI3K/Akt/Nrf2 pathway but also regulate critical biological processes, including the oxidative stress response, inflammation, and neuroinflammation, which are closely linked to the pathophysiology of depression [27,28].