NEUROG3 and type 2 diabetes mellitus: Among the hub genes screened, four genes (NEUROG3, TCF7L2, MAP2K5 and RPTOR) were validated as showing the upregulated expression pattern in blood samples in type 2 diabetes cases (Figure 3).