If a lumbar puncture is done without neurological symptoms or signs, then a diagnosis of asymptomatic neurosyphilis is made based on abnormal CSF (typically, lymphocytic pleocytosis and elevated protein) and a reactive CSF reaginic test (in the absence of grossly bloody contamination of the CSF).