However, when stratified by gender, CXCL9 along with other ligands (CXCL10, CXCL11, CCL3, and CCL4) also showed a positive correlation with IDO, but only in female COPD smokers. The gene discussed is CCL3; the disease is chronic obstructive pulmonary disease.