In this exploratory cross‐sectional study (untargeted), metabolic profiling was applied using fasting plasma samples of 60 participants with obesity with an extensive range of peripheral insulin sensitivity, revealing several metabolites that significantly correlated with glucose and lipid fluxes as determined by stable isotope‐based two‐step HIEC. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.