Metabolic signature shift in type 2 diabetes mellitus revealed by mass spectrometry-based metabolomics.

OBJECTIVE Metabolic profiling of small molecules offers a snapshot of physiological processes. To identify metabolic signatures associated with type 2 diabetes and impaired fasting glucose (IFG) beyond differences in glucose, we used mass spectrometry-based metabolic profiling. RESEARCH DESIGN AND METHODS Individuals attending an institutional health screen were enrolled. IFG (n = 24) was defined as fasting glucose (FG) of 6.1 to 6.9 mmol/L and 2-hour post glucose load <11.1 mmol/L or glycosylated hemoglobin <6.5%, type 2 diabetes (n = 27), FG ≥7.0 mmol/L, or 2-hour post glucose load ≥11.1 mmol/L, or glycosylated hemoglobin ≥6.5%, and healthy controls (n = 60), FG <6.1 mmol/L. Fasting serum metabolomes were profiled and compared using gas chromatography/mass spectrometry and liquid chromatography/mass spectrometry. RESULTS Compared to healthy controls, those with IFG and type 2 diabetes had significantly raised fructose, α-hydroxybutyrate, alanine, proline, phenylalanine, glutamine, branched-chain amino acids (leucine, isoleucine, and valine), low carbon number lipids (myristic, palmitic, and stearic acid), and significantly reduced pyroglutamic acid, glycerophospohlipids, and sphingomyelins, even after adjusting for age, gender, and body mass index. CONCLUSIONS Using 2 highly sensitive metabolomic techniques, we report distinct serum profile change of a wide range of metabolites from healthy persons to type 2 diabetes mellitus. Apart from glucose, IFG and diabetes mellitus are characterized by abnormalities in amino acid, fatty acids, glycerophospholipids, and sphingomyelin metabolism. These early broad-spectrum metabolic changes emphasize the complex abnormalities present in a disease defined mainly by elevated blood glucose levels.

[1]  V. Samuel Fructose induced lipogenesis: from sugar to fat to insulin resistance , 2011, Trends in Endocrinology & Metabolism.

[2]  Yizeng Liang,et al.  GC–MS Based Plasma Metabolic Profiling of Type 2 Diabetes Mellitus , 2009 .

[3]  K. Node,et al.  Mitochondrial Dysfunction and Increased Reactive Oxygen Species Impair Insulin Secretion in Sphingomyelin Synthase 1-null Mice* , 2010, The Journal of Biological Chemistry.

[4]  C. Newgard Interplay between lipids and branched-chain amino acids in development of insulin resistance. , 2012, Cell metabolism.

[5]  V. Mootha,et al.  Metabolite profiles and the risk of developing diabetes , 2011, Nature Medicine.

[6]  O. Yoshinari,et al.  Anti-diabetic effect of pyroglutamic acid in type 2 diabetic Goto-Kakizaki rats and KK-Ay mice , 2011, British Journal of Nutrition.

[7]  H. Peh,et al.  Metabolomics reveals altered metabolic pathways in experimental asthma. , 2013, American journal of respiratory cell and molecular biology.

[8]  Yoshikazu Tanaka,et al.  Dynamic Modification of Sphingomyelin in Lipid Microdomains Controls Development of Obesity, Fatty Liver, and Type 2 Diabetes* , 2011, The Journal of Biological Chemistry.

[9]  M. Wenk,et al.  Comparative Plasma Lipidome between Human and Cynomolgus Monkey: Are Plasma Polar Lipids Good Biomarkers for Diabetic Monkeys? , 2011, PloS one.

[10]  T. Valle,et al.  Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance. , 2001, The New England journal of medicine.

[11]  Fengguo Xu,et al.  Multiorigination of chromatographic peaks in derivatized GC/MS metabolomics: a confounder that influences metabolic pathway interpretation. , 2009, Journal of proteome research.

[12]  Andrea Natali,et al.  α-Hydroxybutyrate Is an Early Biomarker of Insulin Resistance and Glucose Intolerance in a Nondiabetic Population , 2010, PloS one.

[13]  W. Kraus,et al.  Effect of caloric restriction with and without exercise on metabolic intermediates in nonobese men and women. , 2011, The Journal of clinical endocrinology and metabolism.

[14]  Pengxiang She,et al.  Obesity-related elevations in plasma leucine are associated with alterations in enzymes involved in branched-chain amino acid metabolism. , 2007, American journal of physiology. Endocrinology and metabolism.

[15]  W. Uhl,et al.  Selective amino acid deficiency in patients with impaired glucose tolerance and type 2 diabetes , 2010, Regulatory Peptides.

[16]  E. Eschwège,et al.  The role of non-esterified fatty acids in the deterioration of glucose tolerance in Caucasian subjects: results of the Paris Prospective Study , 1997, Diabetologia.

[17]  E. Tai,et al.  Insulin resistance is associated with a metabolic profile of altered protein metabolism in Chinese and Asian-Indian men , 2010, Diabetologia.

[18]  Y. Kuperman,et al.  Ablation of very long acyl chain sphingolipids causes hepatic insulin resistance in mice due to altered detergent‐resistant membranes , 2013, Hepatology.

[19]  C. Ong,et al.  A metabolomic study of low estimated GFR in non-proteinuric type 2 diabetes mellitus , 2012, Diabetologia.

[20]  S. Fujita,et al.  Amino acids are necessary for the insulin-induced activation of mTOR/S6K1 signaling and protein synthesis in healthy and insulin resistant human skeletal muscle. , 2008, Clinical nutrition.