Moreover, decreased hemoglobin (Hb) increased the blood flow rate in the cerebral arteries further because of reduced arterial O2 content (Ca,O2) in the numerical model simulating COPD with anemia. This evidence concerns the gene GSTM1 and chronic obstructive pulmonary disease.