PDCD1 and obesity due to melanocortin 4 receptor deficiency: This data is supported by a study from Kado et al. which identified that obesity promoted a switch from non-exhausted PD-1 negative CD8+ T cells to exhausted PD-1+ CD8+ T cells in mammary tumors from obese mice [203].