The question of why muscle wasting persists in cancer cachexia despite adequate nutrition has long since intrigued researchers. Here, the authors identify PDE4D-mediated suppression of cAMP–PKA–CREB1 signalling as a driver of mitochondrial dysfunction and show that PDE4D inhibition preserves muscle bioenergetics and mass in cancer cachexia.