In a study of idiopathic pulmonary fibrosis, we reverse a paradoxical association of the strong susceptibility gene MUC5B with increased survival, suggesting instead a significant association with decreased survival. The gene discussed is MUC5B; the disease is idiopathic pulmonary fibrosis.