For the upregulated signaling pathways, we found that they were mainly enriched in the signaling pathways of glucose metabolism (pyruvate metabolism, insulin signaling, glycerophospholipid metabolism) and immune response (autoimmune thyroid disease and systemic lupus erythematosus). This evidence concerns the gene INS and systemic lupus erythematosus.