Therefore, to facilitate personalized immunotherapy, further clinical trials are recommended to validate the effects of anti-IL-6 or anti-IL-6R Abs in ICI-treated NSCLC patients with high plasma IL-6 levels. This evidence concerns the gene IL6R and non-small cell lung carcinoma.