When a delayed and blunted insulin response happens in PDA patients, elevated blood glucose levels then stimulate insulin synthesis and secretion in pancreatic islet beta cells, leading to endogenous hyperinsulinemia. Here, INS is linked to Patent ductus arteriosus.