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Chemoresistance in patients with glioblastoma multiforme (GBM) is a common reason hindering the success of treatment. Recently, ferroptosis has been reported to be associated with chemoresistance in different types of cancer, while the role of ferroptosis‐related genes in GBM have not been fully elucidated. This study aimed to demonstrate the roles and mechanism of ferroptosis‐related genes in chemoresistance and metastasis of GBM. First, two candidate genes, squalene epoxidase (SQLE) and FANCD2, were identified to be associated with ferroptosis‐related chemoresistance in GBM from three temozolomide (TMZ) therapeutic datasets and one ferroptosis‐related gene dataset. Then, comprehensive bio‐informatics data from different databases testified that SQLE was significantly downregulated both in GBM tissue and cells and displayed a better prognosis in GBM. Clinical data identified lower expression of SQLE was significantly associated with WHO grade and 1p/19q codeletion. Moreover, through in vitro experiments, SQLE was confirmed to suppress ERK‐mediated TMZ chemoresistance and metastasis of GBM cells. The KEGG analysis of SQLE‐associated co‐expressed genes indicated SQLE was potentially involved in the cell cycle. Furthermore, SQLE was found to have the most significant correlations with tumor‐infiltrating lymphocytes and immunomodulators. These findings highlighted that SQLE could be a potential target and a biomarker for therapy and prognosis of patients with GBM. [ABSTRACT FROM AUTHOR]