In general, this study demonstrated the ferroptosis-related gene signatures in NB associated with the prognosis and proposed the possibility of the AURKA gene as a prognostic marker in NB, which is consistent with many preclinical studies (Berwanger et al., 2002; Otto et al., 2009; Ramani et al., 2015; Xie et al., 2017; Boi et al., 2021; Roeschert et al., 2021; Nguyen et al., 2022). The gene discussed is AURKA; the disease is neuroblastoma.