When the ROC curves generated by the KL-6 and CC16 data were analyzed as markers for subsequent BPD in preterm infants, it was found that plasma KL-6 levels were the better predictor, at both 7 and 14 days postpartum. The gene discussed is MUC1; the disease is bronchopulmonary dysplasia.