SAT1 (spermidine/spermine-N1-acetyltransferase 1) was chosen as a protective factor to construct a ferroptosis-relevant prediction model in HCC patients (Wang et al., 2021). The gene discussed is SAT1; the disease is hepatocellular carcinoma.