This study, based on KEGG pathway enrichment analysis, further confirmed that the main pathways through which diabetes is intervened involve lipid and atherosclerosis, the PI3K-Akt signaling pathway, and the TNF signaling pathway, which is consistent with previous mechanistic understandings [48]. This evidence concerns the gene TNF and diabetes mellitus.