Patients with CNS irAE or herpes simplex virus encephalitis had significantly higher number of lymphocytes, higher albumin quotient and higher NfL in cerebrospinal fluid than SLE controls without CNS inflammation (Supplmentary Fig. S1). Here, NEFL is linked to herpes simplex encephalitis.