Confocal microscopy showed that the expression of CTSS and MMP-12 was upregulated in both aorta and PVAT by obesity but was attenuated by pioglitazone (Fig. 4c and Additional file 1: Fig. S2). The gene discussed is CTSS; the disease is obesity due to melanocortin 4 receptor deficiency.