This study confirmed that quercetin can directly bind to the NLRP3 protein and alleviate cerebral ischemia-induced inflammatory injury by inhibiting the activation of the NLRP3/Caspase-1/GSDMD pyroptosis axis and the release of downstream inflammatory factors. This evidence concerns the gene CASP1 and brain ischemia.