The Cox multivariate regression analysis results showed that a lower pretreatment ALB level, the occurrence of CIP and a high baseline NLR value were negative predictors for the OS of NSCLC patients treated with ICIs (Table 4). The gene discussed is ALB; the disease is non-small cell lung carcinoma.