Deregulated E2F1, E2F3, E2F4, PTTG1, TP53, and YBX1 transcription factors were closely connected to GCLC and relevant prognostic genes in LUAD, indicating the roles in mediating their transcription. This evidence concerns the gene E2F4 and lung giant cell carcinoma.