The most significant CpG associated with BPD in the current study was cg23328237 in the 3’ untranslated region of RASGRF1 (encoding Ras protein-specific guanine nucleotide releasing factor 1) and upstream of CTSH (encoding cathepsin H). This evidence concerns the gene RASGRF1 and bronchopulmonary dysplasia.