Additionally, kaempferol was found to exert its effects by inhibiting Akt and PI3K/Akt activation, shedding light on the underlying molecular mechanisms behind its inhibitory properties against cholangiocarcinoma cell migration and invasion [153]. Here, AKT1 is linked to cholangiocarcinoma.