In particular, COPD-MD was found to be highly involved in complement and coagulation cascades processes, and HP, LBP, SERPINA1, SERPINA3, SAA1, ORM1, ORM2, and CRP were highly enriched. This evidence concerns the gene ORM1 and chronic obstructive pulmonary disease.