In non-small-cell lung cancer (NSCLC), SNHG3 activation by E2F1 drives proliferation and migration via the TGF-β and IL-6/JAK2/STAT3 pathways, underscoring its therapeutic relevance [33]. Here, E2F1 is linked to non-small cell lung carcinoma.