To further investigate the relationship between CRs and prognosis in patients with severe asthma, we constructed a prognostic prediction model using the four identified key CRs: SMARCC1, CHD8, SETD2, and KMT2B. The model showed a good predictive performance for prognosis. The gene discussed is CHD8; the disease is asthma.