Collectively, our results confirmed that IGF2BP3/circGNB1/miR-515-5p/miR-582-3p/XPR1 axis could promote tumorigenesis and malignant progression of glioma via IL6/JAK2/STAT3 signaling pathway. Here, XPR1 is linked to central nervous system cancer.