Through a directional induction and differentiation system, pluripotent stem cells are efficiently converted into functional pancreatic islet stem cells, which exhibit insulin secretion responsiveness similar to that of natural pancreatic islet cells. These cells can perform blood glucose regulation-related functions in physiological environments, helping to improve glucose metabolism disorders and providing a new source of functional cells for cell replacement therapy in diabetes.