Receptor-ligand pairs, such as SPP1-CD44, CD74-MIF, CD74-COPD, and CD74-APP were considered as strong interaction (Fig. 9E and F, Fig. S6 B and C). The gene discussed is CD74; the disease is chronic obstructive pulmonary disease.