GPX4 and neoplasm: Here, we highlight fundamental differences between <i>in vitro</i> and <i>in vivo</i> ferroptosis modulation, with emphasis on the integration of different techniques, mouse models, and how the tumor microenvironment shapes two major ferroptosis surveillance pathways: glutathione peroxidase 4 and ferroptosis suppressor protein 1.