Our study investigates if immune biomarkers in the TME affect outcomes in patients with non–small cell lung cancer (NSCLC) treated with the IL-1β inhibitor canakinumab plus an ICI-based therapy and describes canakinumab effects on the TMEs in these patients. This evidence concerns the gene IL1B and non-small cell lung carcinoma.