Diabetes is now still an incurable disease. Beta cell failure is one of common causes. No drugs for this failure have been developed. This invention is to developapply PS1 to treatreverse diabetes. PS1 is a first-in-class small-molecule drug, which targets beta cells by improving their survivalfunction. As a result, PS1 can treatreverse diabetes. The anti-diabetic mechanism of