Next, we correlated the relative abundance of CD4 subsets using the single-cell RNA-sequencing dataset and the plasma chemokine/cytokine levels in the same E-COPD and NE-COPD cohorts. Here, CD4 is linked to chronic obstructive pulmonary disease.