In this study, we demonstrated for the first time that CO-Hb levels gradually decreased as infants aged, and the CO-Hb levels during the early postnatal period are indicative of the severity of BPD that subsequently occurs in preterm infants. This evidence concerns the gene GSTM1 and bronchopulmonary dysplasia.