Using the random forest model, Qian Li proved that changes in the gut microbiota could be used to identify individuals with a high risk of Type 2 diabetes, since the intestinal mucosal barrier is essential for improving insulin sensitivity and preventing the development of diabetes [66]. Here, INS is linked to type 2 diabetes mellitus.