Changes in thyroid hormone metabolism and the presence of TTF-1 have implications for lung cancer prognosis. However, direct causation and the overall impact of thyroid disorders on lung cancer risk are complex and not fully understood. The gene discussed is TTF1; the disease is thyroid gland disorder.