Clinical and demographic data can support postnatal clinical decision-making and personalized monitoring strategies early after birth. Recently, a logistic regression risk prediction model and a risk scoring tool were derived from a systematic review and meta-analysis of statistically significant risk factors for BPD [
19]. Risk factors were divided into 3 categories (antenatal factors, intrapartum factors, and postpartum factors) and 24 different risk factors were selected for analysis [
19]. The meta-analysis showed that the pooled effects of 19 risk factors were significant, as follows: chorioamnionitis, gestational age, birth weight, sex, SGA, 5 minutes Apgar score, delivery room intubation, neonatal asphyxia, IMV, days on IMV, IMV >7 days, postnatal steroids, surfactant, patent ductus arteriosus, RDS, sepsis, intraventricular hemorrhage, necrotizing enterocolitis, pulmonary air leak [
19]. Five risk factors were not included in the subsequent analyses, as follows: maternal hypertensive disorders, antenatal steroids, premature rupture of membrane, caesarean section, retinopathy of prematurity [
19]. Nine risk factors were included in this prediction model: chorioamnionitis (OR = 3.56, 95% CI [2.49, 5.11]); gestational age per 1 week increase (OR = 0.64, 95% CI [0.62, 0.67]); birth weight per 100 g increase (OR = 0.78, 95% CI [0.76, 0.80]); sex - male (OR = 1.46, 95% CI [1.39, 1.54]); SGA (OR = 4.78, 95% CI [3.88, 5.88]); 5 minutes Apgar score per 1 point increase (OR = 0.71, 95% CI [0.64, 0.78]); delivery room intubation (OR = 2.77, 95% CI [2.27, 3.39]); need for surfactant replacement therapy (OR = 3.59, 95% CI [2.90,4.45]); respiratory distress syndrome (OR = 5.08, 95% CI [4.06, 6.35]) [
19]. A BPD risk prediction scoring tool for preterm infants was derived and 4 risk groups were stratified according to risk score in a Chinese validation cohort (total 767 infants, of which 185 were BPD infants) [
19]. The risk groups were defined as follows according to prevalence rates: Low Risk (0.5%), Low-intermediate Risk (5.5%), High-intermediate Risk (67.0%), High Risk (94.7%) [
19].