Conversely, genes exhibiting negative co-expression were concentrated in immune system-associated pathways, encompassing cytokine-cytokine receptor interaction, primary immunodeficiency, intestinal immune network for IgA production, and autoimmune thyroid disease (Supplementary Figure S2E). The gene discussed is CD79A; the disease is autoimmune thyroid disease.