INS and Other metabolic disease: Prior research has demonstrated significant correlations between ABO blood types and a range of medical conditions, encompassing cancer, cardiovascular disease, cognitive problems, and metabolic disorders, including hypertension, obesity, and diabetes mellitus [1,5,6]. Diabetes mellitus is a prevalent metabolic disorder characterized by impairments in insulin synthesis and/or function, and it ranks among the most prevalent diseases globally.