In arm A, patients who are candidates for surgical resection will receive BBI608 as monotherapy prior to resection, followed by post-operative BBI608 administered in combination with temozolomide. In arm B, patients who are not candidates for surgical resection will receive BBI608 administered orally, daily, in combination with temozolomide.