Finally, the conclusion that decreased PD-L1+ cDC1 expression is linked to the COPD phenotype of rapid lung function decline and the CD4 T cells may not be solid enough due to the small sample size. Here, MPPE1 is linked to chronic obstructive pulmonary disease.