As depicted in Table 1, GCG, IRS1, VEGFA, STAT3, CCL2, CASP3, and APOE are the 7 DEPs that are related to diabetes mellitus as specific proteins but not seen among the central proteins of fatty liver disease. This evidence concerns the gene VEGFA and fatty liver disease.