Functional correlation analysis noted that modified Verrucomicrobiaceae and Bacteroidaceae gut levels significantly correlated with alterations in fecal metabolites [30], and obese-T2DM patients have an absence of Verrucomicrobia phyla, a microorganism that has anti-inflammatory gut effects and helps improve insulin sensitivity [31]. Here, INS is linked to type 2 diabetes mellitus.