Interestingly, it was recently shown that obesity can also affect the immune phenotype of tumor-infiltrating macrophages by enhancing PD-1 expression via inflammatory cytokines (41). This evidence concerns the gene PDCD1 and obesity due to melanocortin 4 receptor deficiency.