As all three disorders – ICI-iE, HSV-1 encephalitis and anti-LGI1 encephalitis – are rare neurological entities, this dataset can be used as a reference in future clinical studies on ICI-induced neurotoxicity, neurological autoimmune disorders, and central nervous system infections. Here, LGI1 is linked to central nervous system infectious disorder.