AKT1 and gestational diabetes: Additionally, SIRT1 is believed to upregulate peroxisome proliferator-activated receptor gamma (PPARγ), a transcription factor involved in inflammation and IR, by deacetylating QKI5 and subsequently activating the PI3K/AKT pathway, thereby exerting a protective effect against GDM [83].