Moreover, gene interaction networks revealed several key genes and cancer-related pathways that may role for early NSCLC transformation and disease progression, including FAM83A, ZNF696, UBE2C, RECK, TIMM50, GEMIN7, and XPO5 (Figure 4C). This evidence concerns the gene ZNF696 and non-small cell lung carcinoma.