The findings indicate that CYYR1, GALNT14, and OLAH may serve as diagnostic indicators for BPD, thereby enhancing clinical diagnosis and preventive strategies while highlighting the relevance of gene expression profiles in understanding the condition. This evidence concerns the gene CYYR1 and bronchopulmonary dysplasia.