Biomarkers of Ectopic Fat Deposition: The Next Frontier in Serum Lipidomics.

CONTEXT Strong evidence suggests that ectopic fat rather than fat mass per se drives risk for type 2 diabetes. Nonetheless, biomarkers of ectopic fat have gone unexplored. OBJECTIVE To determine the utility of serum lipidomics to predict ectopic lipid deposition. DESIGN Cross-sectional. SETTING The Clinical Translational Research Center at the University of Colorado Anschutz Medical Campus. PARTICIPANTS Endurance-trained athletes (n = 15, 41 ± 0.9 y old; body mass index 24 ± 0.6 kg/m(2)) and obese people with or without type 2 diabetes (n = 29, 42 ± 1.4 y old; body mass index 32 ± 2.5 kg/m(2)). INTERVENTION Blood sampling and skeletal muscle biopsy. MAIN OUTCOME MEASURES Multivariable models determined the ability of serum lipids to predict intramuscular (im) lipid accumulation of triacylglycerol (TAG), diacylglycerol (DAG), and ceramide (liquid chromatography tandem mass spectroscopy). RESULTS Among people with obesity, serum ganglioside C22:0 and lactosylceramide C14:0 predicted muscle TAG (overall model R(2) = 0.48), whereas serum DAG C36:1 and free fatty acid (FFA) C18:4 were strong predictors of muscle DAG (overall model R(2) = 0.77), as were serum TAG C58:5, FFA C14:2 and C14:3, phosphotidylcholine C38:1, and cholesterol ester C24:1 to predict muscle ceramide (overall model R(2) = 0.85). Among endurance-trained athletes, serum FFA C14:1 and sphingosine were significant predictors of muscle TAG (overall model R(2) = 0.81), whereas no models could predict intramuscular DAG or ceramide in this group. CONCLUSIONS Different serum lipids predict intramuscular TAG accumulation in obese people vs athletes. The ability of serum lipidomics to predict intramuscular DAG and ceramide in insulin-resistant humans may prove a new biomarker to determine risk for diabetes.

[1]  B. Bergman,et al.  Serum sphingolipids: relationships to insulin sensitivity and changes with exercise in humans. , 2015, American journal of physiology. Endocrinology and metabolism.

[2]  Gabi Kastenmüller,et al.  A systems view of type 2 diabetes-associated metabolic perturbations in saliva, blood and urine at different timescales of glycaemic control , 2015, Diabetologia.

[3]  Jasmin Divers,et al.  Prevalence of type 1 and type 2 diabetes among children and adolescents from 2001 to 2009. , 2014, JAMA.

[4]  Desmond E. Williams,et al.  Changes in diabetes-related complications in the United States, 1990-2010. , 2014, The New England journal of medicine.

[5]  K. Flegal,et al.  Prevalence of childhood and adult obesity in the United States, 2011-2012. , 2014, JAMA.

[6]  L. V. van Loon,et al.  Insulin-mediated suppression of lipolysis in adipose tissue and skeletal muscle of obese type 2 diabetic men and men with normal glucose tolerance , 2013, Diabetologia.

[7]  G. Shulman,et al.  Mechanisms Underlying the Onset of Oral Lipid–Induced Skeletal Muscle Insulin Resistance in Humans , 2013, Diabetes.

[8]  Gabi Kastenmüller,et al.  Early Metabolic Markers of the Development of Dysglycemia and Type 2 Diabetes and Their Physiological Significance , 2013, Diabetes.

[9]  G. Shulman,et al.  CGI-58 knockdown sequesters diacylglycerols in lipid droplets/ER-preventing diacylglycerol-mediated hepatic insulin resistance , 2013, Proceedings of the National Academy of Sciences.

[10]  C. Drevon,et al.  Impact of dietary fat quantity and quality on skeletal muscle fatty acid metabolism in subjects with the metabolic syndrome. , 2012, Metabolism: clinical and experimental.

[11]  G. Shulman,et al.  Mechanisms for Insulin Resistance: Common Threads and Missing Links , 2012, Cell.

[12]  B. Bergman,et al.  Localisation and composition of skeletal muscle diacylglycerol predicts insulin resistance in humans , 2012, Diabetologia.

[13]  W. Saris,et al.  Skeletal Muscle Fatty Acid Handling in Insulin Resistant Men , 2011, Obesity.

[14]  N. Fukagawa,et al.  Short‐Term Effects of Dietary Fatty Acids on Muscle Lipid Composition and Serum Acylcarnitine Profile in Human Subjects , 2011, Obesity.

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

[16]  M. Orešič,et al.  Comparison of Lipid and Fatty Acid Composition of the Liver, Subcutaneous and Intra‐abdominal Adipose Tissue, and Serum , 2010, Obesity.

[17]  R. Eckel,et al.  Increased intramuscular lipid synthesis and low saturation relate to insulin sensitivity in endurance-trained athletes. , 2010, Journal of applied physiology.

[18]  Xenophon Papademetris,et al.  High Visceral and Low Abdominal Subcutaneous Fat Stores in the Obese Adolescent , 2008, Diabetes.

[19]  J. Horowitz,et al.  Acute exercise increases triglyceride synthesis in skeletal muscle and prevents fatty acid-induced insulin resistance. , 2007, The Journal of clinical investigation.

[20]  Yiying Zhang,et al.  Upregulation of myocellular DGAT1 augments triglyceride synthesis in skeletal muscle and protects against fat-induced insulin resistance. , 2007, The Journal of clinical investigation.

[21]  R. DeFronzo,et al.  Effect of a sustained reduction in plasma free fatty acid concentration on intramuscular long-chain fatty Acyl-CoAs and insulin action in type 2 diabetic patients. , 2005, Diabetes.

[22]  Paul Zimmet,et al.  The metabolic syndrome—a new worldwide definition , 2005, The Lancet.

[23]  Robert V Farese,et al.  Triglyceride accumulation protects against fatty acid-induced lipotoxicity , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[24]  G. Shulman,et al.  Effect of weight loss on insulin sensitivity and intramuscular long-chain fatty acyl-CoAs in morbidly obese subjects. , 2002, Diabetes.

[25]  B. Goodpaster Measuring body fat distribution and content in humans , 2002, Current opinion in clinical nutrition and metabolic care.

[26]  E. Ravussin,et al.  Increased Fat Intake, Impaired Fat Oxidation, and Failure of Fat Cell Proliferation Result in Ectopic Fat Storage, Insulin Resistance, and Type 2 Diabetes Mellitus , 2002, Annals of the New York Academy of Sciences.

[27]  Simon C Watkins,et al.  Skeletal muscle lipid content and insulin resistance: evidence for a paradox in endurance-trained athletes. , 2001, The Journal of clinical endocrinology and metabolism.

[28]  F. Kaufman,et al.  Diabetes in children and adolescents. Areas of controversy. , 1998, The Medical clinics of North America.

[29]  S. Lillioja,et al.  Skeletal Muscle Triglyceride Levels Are Inversely Related to Insulin Action , 1997, Diabetes.

[30]  E. A. Carter,et al.  Proton chemical shift imaging: an evaluation of its clinical potential using an in vivo fatty liver model. , 1985, Radiology.

[31]  Stasia Hadjiyannakis,et al.  Type 2 Diabetes in Children and Adolescents. , 2018, Canadian journal of diabetes.

[32]  Desmond E. Williams,et al.  Changes in diabetes-related complications in the United States. , 2014, The New England journal of medicine.

[33]  S. Summers,et al.  Ceramides in insulin resistance and lipotoxicity. , 2006, Progress in lipid research.

[34]  Peter J Moate,et al.  MINMOD Millennium: a computer program to calculate glucose effectiveness and insulin sensitivity from the frequently sampled intravenous glucose tolerance test. , 2003, Diabetes technology & therapeutics.