Together, this multi-layer framework links IMP3 to coordinated changes in respiration and lipid metabolism, delineates gene networks that accompany these shifts in patient tissues, and highlights metabolite-associated proteins as potential therapeutic entry points in cervical cancer. Here, IMP3 is linked to cervical cancer.