Key immune pathways involving TLR2, TLR3, and PD-1/PD-L1 were shown to modulate the balance between innate and adaptive immunity, with smoking, aging, diabetes, and obesity also impacting critical cytokine responses. This evidence concerns the gene PDCD1 and obesity due to melanocortin 4 receptor deficiency.