In this line, Copenhagen Insulin and Metformin Therapy trial (n = 370 individuals) found that metformin therapy is associated with decreased amino acids, including valine, tyrosine, and carnitine serum levels associated with insulin resistance and mitochondrial dysfunction. Here, INS is linked to Insulin resistance.