In the present study, we have studied the associations between GRP78/BiP and metabolic indexes and atherosclerosis in patients with obesity, type 2 diabetes mellitus (DM), and/or metabolic syndrome (MS). Here, HSPA5 is linked to obesity due to melanocortin 4 receptor deficiency.