Notably, genes such as COBL (involved in cytoskeletal organization) (46) and FSTL3 (linked to immune cell infiltration) (47) were included in our analysis, underscoring the complexity and heterogeneity of the immune microenvironment in NSCLC. Here, COBL is linked to non-small cell lung carcinoma.