In an animal experiment, SGB could effectively improve the cerebral ischemia and neurological function of diabetic rats with ischemic stroke, and the main mechanism was that SGB reduced the phosphorylation of NF-κB p65 and inhibited inflammatory response [27]. Here, GPC3 is linked to Cerebral ischemia.