In our study, 625 patients were involved, and high BNP levels were inversely correlated with low serum FT3 levels in patients with heart failure according to structural equation models (SEM), a relationship that was retained even in cases with normal BNP levels. The gene discussed is NPPB; the disease is heart failure.