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 PTTG1 and lung giant cell carcinoma.