In a knockout mouse model, PD-L1 expression limits adipose tissue inflammation and obesity with the increase in Th1 cells and a reduction in ILC2 and Treg cells [114]. This evidence concerns the gene CD274 and obesity due to melanocortin 4 receptor deficiency.