Thyroid transcription factor-1 (TTF-1) is a lineage-specific marker for lung adenocarcinoma (LUAD), whereas the relatively minor subset of TTF-1-negative LUADs shows a poor prognosis and a limited response to therapy. The gene discussed is NKX2-1; the disease is lung adenocarcinoma.