The PI3-Akt signaling, AMPK signaling, and insulin signaling pathways, amino sugar and nucleotide sugar metabolism, and primary bile acid biosynthesis were negatively correlated with the fecal bacteria predominant in the T2DM group (p < 0.00005). The gene discussed is INS; the disease is type 2 diabetes mellitus.