Moreover, in addition to a reduction in pyruvate dehydrogenase levels, a decrease in pyruvate dehydrogenase kinase 4, the enzyme that inhibits pyruvate dehydrogenase, was observed only in the model of depression with hypothyroidism. This evidence concerns the gene PDK4 and major depressive disorder.