The recovered islet structure, function and key pancreatic transcription factor expression in db/db mice and the insulin-sparing effect in humans with AGI treatment further supports the notion that the negative effect of AGI on beta cell proliferation might be beneficial in the preservation of beta cell function in diabetes. This evidence concerns the gene INS and diabetes mellitus.