In addition, we found that the Purple (CX3CR1), Red (EGR1, VCAM1 and PTGS2) and Grey (ARG1, FGG, and PPBP) genes most significantly correlated with GS for COPD were also the important MM elements (Fig. 11). The gene discussed is EGR1; the disease is chronic obstructive pulmonary disease.