These findings confirm that high levels of ROS, LPS and inflammasome are involved in the development of diabetes, and inhibition of NLRP3 and caspase-1 in the pyroptosis pathway can alleviate diabetes. This evidence concerns the gene CASP1 and diabetes mellitus.