Herein, we developed a stratification framework for EGFR-WT NSCLC to summarize the metabolic features of immuno-cold and immuno-hot tumors based on the glycolytic/cholesterol synthesis axis, and we demonstrate that immuno-cold NSCLC exhibited significant enrichment of the cholesterol gene signature. This evidence concerns the gene EGFR and non-small cell lung carcinoma.