Insulin resistance and metabolic syndrome parameters, cortisol, PRL, and LH concentrations were positive predictors for depression and anxiety prior to intervention, while testosterone was a negative predictor before and after the intervention. This evidence concerns the gene PLOD1 and metabolic syndrome.