Through a bioinformatics approach, we identified six hub genes associated with ferroptosis in BPD (ACSL1, GALNT14, WIPI1, MAPK14, PROK2, and CREB5), which were additionally found to be associated with immune cells. Here, ACSL1 is linked to bronchopulmonary dysplasia.