This study links the oncofetal RNA-binding protein IMP3 (IGF2BP3) to coordinated control of mitochondrial function and lipid metabolism in cervical cancer models, integrating cell-intrinsic physiology with transcriptomic and lipidomic readouts. Here, IGF2BP3 is linked to cervical cancer.