Cerebrospinal fluid (CSF) analysis revealed inflammatory changes featuring markedly elevated IL-6 levels, while serological and imaging studies excluded infection, supporting a diagnosis of ICI-related encephalitis. The gene discussed is IL6; the disease is encephalitis.