Notably, prior work in the T1DEXI dataset showed that PA undertaken with insulin on board in the preceding 4 h was more likely to reverse hyperglycaemia,8 highlighting a potential synergistic effect between recent insulin administration and PA when ketosis is absent. Here, INS is linked to Hyperglycemia.