These data show that global PDK2/4 deficiency attenuates HFD-induced macrophage infiltration and thereby reduces AT inflammation, suggesting that inhibition of PDH activity by the PDKs is involved in the AT inflammation caused by obesity. The gene discussed is PDK2; the disease is obesity due to melanocortin 4 receptor deficiency.