We also learned that of the features considered by the ML model, the characteristics associated with patient 18, the only patient with pseudoprogression, long survival and a particular type of glioblastoma (IDH wild type, MGMT methylated, EGFR positive, ATRX retained), had significant impact on the model’s predictions. The gene discussed is MGMT; the disease is glioblastoma.