In a retrospective review of 131 patients with IPF, BNP was an independent predictor of prognosis, and patients with elevated BNP had a shorter survival time compared to those with normal BNP levels (70.5% vs. 23.7% 1-year mortality) [43]. This evidence concerns the gene NPPB and idiopathic pulmonary fibrosis.