In consequence, we found that the top five pathways were IL-17 signaling pathway, TNF signaling pathway, Non-alcoholic fatty liver disease, NF-kappa B signaling pathway, and Insulin resistance, respectively. This evidence concerns the gene IL17A and Insulin resistance.