Gene function enrichment analysis indicated that the BYF can improve COPD through mitochondrial electron transport-related molecules (NAD/NADH/ADP), regulation of interleukin expression, and myosin filament assembly components, relating to muscle dysfunction. This evidence concerns the gene MYH14 and chronic obstructive pulmonary disease.