Analysis of the novel gene signature and its potential functions exhibited that KEGG was primarily enriched in primary immunodeficiency, intestinal immune network for IgA production, B cell receptor signaling pathway, and T cell receptor signaling pathway. The gene discussed is CD79A; the disease is inborn error of immunity.