Furthermore, we investigated the association among 273 target genes by constructing PPI networks, ultimately leading to the discovery of potential diagnostic biomarkers for BPD in peripheral blood: CYYR1, GALNT14, and OLAH. Here, GALNT14 is linked to bronchopulmonary dysplasia.