Compared to the normal samples, some dysregulated ferroptosis regulators were associated with inhibited ferroptosis activity in GBM tissues (Fig. 1D) [25, 26], such as downregulated ACSL4 and upregulated HSPB1, corroborating previous observations [27–29]. Here, ACSL4 is linked to glioblastoma.