In this study, we screened the DEGs between allergic asthma patients and healthy controls using a bioinformatics approach and ultimately identified 2 core genes, OBSCN and FBLN2, by integrating WGCNA, machine learning, and PPI network analysis. The gene discussed is OBSCN; the disease is allergic asthma.