Furthermore, studies have demonstrated that trigonelline inhibits autophagy via the PI3K/AKT/mTOR signaling pathway, thereby mitigating cerebral ischemia-reperfusion pyroptosis (Qiu et al., 2025). The gene discussed is AKT1; the disease is Cerebral ischemia.