Additionally, eight chemokines (CCL19, CCL20, CCL21, CCL24, CCL27, CCL7, CXCL12, CXCL3) were found to be associated with COPD development (lambda value = 0.027, Figures 7A–D). The gene discussed is CCL7; the disease is chronic obstructive pulmonary disease.