In sum, our study provides the utility of single-cell transcriptomics in inferring cell type–specific gene expression and intercellular interactions and suggests a potential mechanism by which the genetic factor HHIP may control lymphocytic inflammation in COPD. The gene discussed is HHIP; the disease is chronic obstructive pulmonary disease.