To test these hypotheses, we used targeted metabolomic profiling, PCA and multiple linear regression models to assess the correlations between changes in metabolic factors and changes in weight and insulin sensitivity as assessed by homeostasis model assessment index of insulin resistance (HOMA‐IR), adiponectin and the ratio of triglyceride (TG) to HDL. Here, INS is linked to Insulin resistance.