Building on established links between ADC and MGMT status, this study demonstrates that the minimum relative ADC (rADCmin) stratified by IDH subtypes significantly enhances clinical applicability, achieving an AUC of 0.81 for MGMT prediction overall and 0.78 specifically in IDH-wildtype gliomas through standardized thresholds. The gene discussed is IDH1; the disease is glioma.