As the relationship between automated insulin delivery systems, eating behaviour and metabolic health in people with type 1 diabetes is incompletely understood, there is a clear need for further investigations, especially in people with overweight or obesity. This evidence concerns the gene INS and type 1 diabetes mellitus.