Mechanistically, type I inflammatory cytokines and obesity-associated molecules—including IFN-γ, TNF, leptin, insulin, and palmitate—induced PD-1 expression on macrophages through mTORC1- and glycolysis-dependent pathways. Here, TNF is linked to obesity disorder.