The fusion gene consisting of fibroblast growth factor receptor 3 and transforming acidic coiled-coil-containing protein 3 is oncogenic and present in a small cancer subset. Frattini et al. have identified that this fusion gene drives peroxisomal and mitochondrial biogenesis.