A method and a composition of gene therapy for treating acute lung injury (ALI) and acute respiratory distress syndrome (ARDS) based on polyplexes formed between linear polyethyleneimine (PEI) and DNA comprising the β2-Adrenergic Receptor (β2AR) gene are provided.