In this study, multiple conventional MRI sequences (T1WI, T2WI, T2-FLAIR, CE-T1WI) were used to perform radiomics analysis based on imaging features provided by multiple tumor subregions for preoperative prediction of MGMT promoter methylation in glioblastoma. This evidence concerns the gene MGMT and glioblastoma.