These results suggest that PPIA, RPLP0, or YWHAZ may be more appropriate to be used as reference gene than ACTB and GAPDH in the adipose tissue and liver of mice during the process of high-fat diet-induced obesity. This evidence concerns the gene GAPDH and obesity due to melanocortin 4 receptor deficiency.