In future research, we intend to delve deeper into the role of key genes, such as USP 44, Hsd17b13, and Hspa1a, as well as the associated pathways, to investigate their potential in improving pulmonary function in COPD through exercise. This evidence concerns the gene HSD17B13 and chronic obstructive pulmonary disease.