Univariate analysis indicated that tumour presence (p<0.001), anti-GABABR encephalitis (p<0.001), disturbance of consciousness (p=0.045), pulmonary infection complications (p=0.039), mechanical ventilation (p=0.030), elevated neutrophil-to-lymphocyte ratio (NLR) (p<0.001), and low albumin levels (p=0.003) were statistically significant (Table 2). The gene discussed is ALB; the disease is neoplasm.