In support of the non-linearity of our mathematical model, previous work from our group shows that serum iron restriction mediated via administration of a mini-hepcidin analogue significantly impairs both CD8+ and CD4+ T-cell proliferation and functionality in the context of diverse vaccination models and influenza infection (3). This evidence concerns the gene CD8A and influenza.