Furthermore, our study provides the three-gene signature, consisting of IL8, IL13, and TNFA, for identifying GDM individuals at high risk of developing AGT postpartum, which might help design appropriate interventions and implement health policies that may aid in AGT prevention. Here, CXCL8 is linked to gestational diabetes.