Kennedy, 76, was hospitalized Saturday morning after suffering a seizure at his family's compound at Hyannisport, Massachusetts.
"Preliminary results from a biopsy of the brain identified the cause of the seizure as a malignant glioma in the left parietal lobe," according to a statement from the doctors treating the senator.
They have yet to decide on a course of treatment.