The article explores the association between gene expression in peripheral blood mononuclear cells (PBMCs) and pulmonary microvascular perfusion, providing insights into COPD pathophysiology. Topics discussed include the potential of PBMC analysis as a means to study pulmonary endothelium and the challenges in replicating findings across different populations and methodologies.