Furthermore, we developed an early differential diagnosis model based on serum creatinine, chloride, peripheral blood CD4+ICOS+, CD19+PD-L1+, plasma sICOSL, CSF glucose, fever, nausea and vomiting, headache, and cognitive impairment. The gene discussed is CD4; the disease is Cognitive impairment.