Our results demonstrate that lower FT3 levels are independently associated with an elevated risk of all-cause mortality and cardiac transplantation, even after adjusting for confounders such as age, atrial fibrillation, and NT-proBNP in multivariate Cox models. The gene discussed is NPPB; the disease is atrial fibrillation.