INS and type 2 diabetes mellitus: Felig et al. conducted seminal metabolic studies identifying major biochemical abnormalities in nitrogen-containing compounds, particularly branched-chain amino acids (BCAAs), which were significantly elevated in insulin-deficient diabetes, especially in ketoacidosis [28,29].