By integrating driver gene mutation and tumour location, the “Supratentorial NF2” subgroup as well as the EOR and Ki-67 index, were identified as a significant predictor of recurrence of WHO grade I meningioma, clinically similar to the poor prognosis of WHO grade II/III. Here, MKI67 is linked to meningioma.