“This study integrates multiple omics analysis methods such as bioinformatics, machine learning, and network pharmacology to explore and analyze the molecular regulatory network of BRD and potential targets for traditional Chinese medicine intervention. It provides a new molecular perspective for the pathogenesis of bovine respiratory diseases and a theoretical basis for the development of targeted drugs and the formulation of traditional Chinese medicine prevention and treatment strategies in the future.”