(2024) highlighted the regulatory role of ferroptosis in EMT-driven tumor resistance and emphasized the importance of GPX4 and SLC7A11—mirroring our clustering results that identified “tumor microenvironment”, “resistance”, and these regulators as prominent themes (68). The gene discussed is GPX4; the disease is neoplasm.