TNF-α and IL-6 secreted by adipocytes up-regulates PD-L1 in hepatoma and B16-F1 cells, which may be at least partially involved in the role of obesity in promoting tumor progression. Here, TNF is linked to obesity due to melanocortin 4 receptor deficiency.