As immune dysfunction occurs during obesity, we analyzed the impact of obesity on PD-L1/PD-1 expression in white adipose tissue (WAT) in mice and in human white adipocytes. The gene discussed is CD274; the disease is obesity due to melanocortin 4 receptor deficiency.