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. Here, GCG is linked to fatty liver disease.