Such classes of lipid and amino acid metabolites have been associated with improved insulin sensitivity in type 2 diabetes mellitus [42, 43] and altered lipid and amino acid metabolites following higher fibre and lower glycaemic foods in people with obesity [44, 45]. Here, INS is linked to diabetes mellitus.