INS and diabetes mellitus: Patients with diabetes have abnormal glucose metabolism due to an absolute or relative lack of insulin in the body, which is also accompanied by abnormalities in lipid and protein metabolism, which mainly manifest as alterations in the circulating levels of many metabolites [117] (Table 1).