Since most COPD patients were admitted to the hospital for other diseases, there were few patients who need to complete the NT-proBNP examination, so statistical analysis is not done here (Table 1 and Fig. 2). The gene discussed is NPPB; the disease is chronic obstructive pulmonary disease.