The present invention relates to novel methods and compositions for increasing AMPK activity and glucose uptake comprising administering a macrophage migration inhibitory factor (MIF) pathway agonist in a subject in need thereof. The invention also relates to methods for selecting a subject for treatment with an agonist of MIF, identifying a subject at risk for developing a condition in which increased AMPK activity is desirable, and for predicting whether a subject is susceptible to a condition in which increased AMPK activity is desirable.