Notably, certain genes, such as CTLA4, MZB1, NIP7, and BUB1B in ADC, as well as GNG11 and CCNB2 in SCC, were found to be associated with tumor size, adding a crucial dimension to our understanding of lung cancer biology. This evidence concerns the gene MZB1 and neoplasm.