Pancreatic beta-cell glucose metabolism is coupled to insulin secretion. Here the authors set out to characterize changes in beta-cell metabolism in hyperglycemia which may contribute to insufficient insulin secretion in type 2 diabetes and, using a multi-omics approach, find that mitochondrial metabolism is perturbed.