Investigating the gene expression profile of uncultured tumors samples while considering the live cell behavior in relation to morphology, growth, stemness and sensitivity to chemotherapy, enabled the identification of possible novel prognostic markers for Meningiomas, including the recently associated cancer stem cell marker Anterior Gradient 2 Homolog (AGR2). Here, AGR2 is linked to meningioma.