These results suggest that AF risk may be lowered by controlling the conditions that can increase Hb levels, such as cigarette smoking or chronic obstructive pulmonary disease as well as by avoiding anemia. This evidence concerns the gene GSTM1 and chronic obstructive pulmonary disease.