According to some studies conducted on animals, CD42b-/CD31 + EMPs may serve as potential biomarkers for the degree of lung function impairment in rats exposed to CS [51], as well as a study finding that circulating endothelium-derived EVs increased with increasing COPD severity [52]. Here, PECAM1 is linked to chronic obstructive pulmonary disease.