Multidimensional bioinformatics perspective on smoking-linked driver genes and immune regulatory mechanisms in non-small cell lung cancer

This study systematically reveals the molecular mechanisms of smoking-linked NSCLC through multidimensional bioinformatics analysis, highlighting the key roles of SLDCGs in immune evasion. The discovery of HLA-J and PRMT7 provides new theoretical foundations for targeted immunotherapy, with significant potential for early diagnosis and personalized treatment of smoking-induced NSCLC. Future research should focus on validating these genes in clinical samples and exploring their potential in immunotherapy.