PDCD1 and obesity due to melanocortin 4 receptor deficiency: To sum up, an increased amount of CD8+ T cells in obesity could protect against breast cancer progression, but increased expression of PD-L1 and PD-1 seem to alter the anti-tumorigenic activities in CD8+ T cells.