In summary, our study identifies a novel mechanism wherein H2 activates AHR to upregulate CPEB4, thereby suppressing ER stress, enhancing surfactant protein synthesis, and improving pulmonary outcomes in neonatal BPD. Here, AHR is linked to bronchopulmonary dysplasia.