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Published in: Diabetology & Metabolic Syndrome 1/2014

Open Access 01-12-2014 | Research

Plasma and urine metabolic profiles are reflective of altered beta-oxidation in non-diabetic obese subjects and patients with type 2 diabetes mellitus

Authors: Jesús Zacarías Villarreal-Pérez, Jesús Zacarías Villarreal-Martínez, Fernando Javier Lavalle-González, María del Rosario Torres-Sepúlveda, Consuelo Ruiz-Herrera, Ricardo Martín Cerda-Flores, Erik Rubén Castillo-García, Irám Pablo Rodríguez-Sánchez, Laura Elia Martínez de Villarreal

Published in: Diabetology & Metabolic Syndrome | Issue 1/2014

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Abstract

Objectives

The two primary pathophysiological characteristics of patients with type 2 diabetes mellitus (T2DM) are insulin resistance (IR) and beta cell dysfunction. It has been proposed that the development of IR is secondary to the accumulation of triacylglycerols and fatty acids in the muscle and liver, which is in turn thought to be secondary to an enzymatic defect in mitochondrial beta-oxidation. The purpose of the present study was to analyze the molecules of intermediary metabolism to determine if an alteration in mitochondrial function exists in T2DM patients and, if so, to determine whether this alteration is caused by excess nutrients or an enzymatic defect.

Design and methods

Seventy-seven subjects were recruited and divided into four groups (21 T2DM patients, 17 non-diabetic overweight/obese subjects, 20 offspring of T2DM patients, and 19 healthy subjects). Anthropometric parameters were determined by air plethysmography, and biochemical and metabolic parameters were measured, including 31 acylcarnitines (ACs) and 13 amino acids quantified by MS/MS and 67 organic acids measured by GC/MS.

Results

Patients with T2DM showed elevation of short-chain ACs (C2, C4), a glycogenic amino acid (valine), a glycogenic and ketogenic amino acid (tyrosine), and a ketogenic amino acid (leucine) as well as altered excretion of dicarboxylic acids. T2DM offspring with abnormal glucose tolerance test GTT showed increased levels of C16. Subjects in the obese group who were dysglycemic also showed altered urinary excretion of dicarboxylic acids and lower levels of a long-chain AC (C14:2).

Conclusions

These results suggest that mitochondrial beta-oxidation is altered in T2DM patients and that the alteration is most likely caused by nutrient overload through a different pathway from that observed in obese subjects.
Literature
1.
go back to reference Galgani J, Diaz E: Obesity and fatty acids in the etiology of insulin resistance. Rev Med Chil. 2000, 128: 1354-1360.CrossRefPubMed Galgani J, Diaz E: Obesity and fatty acids in the etiology of insulin resistance. Rev Med Chil. 2000, 128: 1354-1360.CrossRefPubMed
2.
go back to reference Aguilar-Salinas CA, Mehta R, Rojas R, Gomez-Perez FJ, Olaiz G, Rull JA: Management of the metabolic syndrome as a strategy for preventing the macrovascular complications of type 2 diabetes: controversial issues. Curr Diabetes Rev. 2005, 1: 145-158. 10.2174/1573399054022767.CrossRefPubMed Aguilar-Salinas CA, Mehta R, Rojas R, Gomez-Perez FJ, Olaiz G, Rull JA: Management of the metabolic syndrome as a strategy for preventing the macrovascular complications of type 2 diabetes: controversial issues. Curr Diabetes Rev. 2005, 1: 145-158. 10.2174/1573399054022767.CrossRefPubMed
3.
go back to reference Hu FB: Sedentary lifestyle and risk of obesity and type 2 diabetes. Lipids. 2003, 38: 103-108. 10.1007/s11745-003-1038-4.CrossRefPubMed Hu FB: Sedentary lifestyle and risk of obesity and type 2 diabetes. Lipids. 2003, 38: 103-108. 10.1007/s11745-003-1038-4.CrossRefPubMed
4.
go back to reference Encuesta Nacional de Salud y Nutrición: Encuesta Nacional de Salud y Nutrición. 2006 Encuesta Nacional de Salud y Nutrición: Encuesta Nacional de Salud y Nutrición. 2006
5.
go back to reference Maassen JA, Romijn JA, Heine RJ: Fatty acid-induced mitochondrial uncoupling in adipocytes as a key protective factor against insulin resistance and beta cell dysfunction: a new concept in the pathogenesis of obesity-associated type 2 diabetes mellitus. Diabetologia. 2007, 50: 2036-2041. 10.1007/s00125-007-0776-z.PubMedCentralCrossRefPubMed Maassen JA, Romijn JA, Heine RJ: Fatty acid-induced mitochondrial uncoupling in adipocytes as a key protective factor against insulin resistance and beta cell dysfunction: a new concept in the pathogenesis of obesity-associated type 2 diabetes mellitus. Diabetologia. 2007, 50: 2036-2041. 10.1007/s00125-007-0776-z.PubMedCentralCrossRefPubMed
6.
go back to reference Koves TR, Ussher JR, Noland RC, Slentz D, Mosedale M, Ilkayeva O, Bain J, Stevens R, Dyck JR, Newgard CB, Lopaschuk GD, Muoio DM: Mitochondrial overload and incomplete fatty acid oxidation contribute to skeletal muscle insulin resistance. Cell Metab. 2008, 7: 45-56. 10.1016/j.cmet.2007.10.013.CrossRefPubMed Koves TR, Ussher JR, Noland RC, Slentz D, Mosedale M, Ilkayeva O, Bain J, Stevens R, Dyck JR, Newgard CB, Lopaschuk GD, Muoio DM: Mitochondrial overload and incomplete fatty acid oxidation contribute to skeletal muscle insulin resistance. Cell Metab. 2008, 7: 45-56. 10.1016/j.cmet.2007.10.013.CrossRefPubMed
7.
go back to reference Lieber CS, Savolainen M: Ethanol and lipids. Alcohol Clin Exp Res. 1984, 8: 409-423. 10.1111/j.1530-0277.1984.tb05689.x.CrossRefPubMed Lieber CS, Savolainen M: Ethanol and lipids. Alcohol Clin Exp Res. 1984, 8: 409-423. 10.1111/j.1530-0277.1984.tb05689.x.CrossRefPubMed
8.
go back to reference Brands M, Verhoeven AJ, Serlie MJ: Role of mitochondrial function in insulin resistance. Adv Exp Med Biol. 2012, 942: 215-234. 10.1007/978-94-007-2869-1_9.CrossRefPubMed Brands M, Verhoeven AJ, Serlie MJ: Role of mitochondrial function in insulin resistance. Adv Exp Med Biol. 2012, 942: 215-234. 10.1007/978-94-007-2869-1_9.CrossRefPubMed
9.
go back to reference Hesselink MK C, Mensink M, Schrauwen P: Lipotoxicity and mitochondrial dysfunction in type 2 diabetes. Immunol Endoc Metab Agents Med Chem. 2007, 7: 3-17.CrossRef Hesselink MK C, Mensink M, Schrauwen P: Lipotoxicity and mitochondrial dysfunction in type 2 diabetes. Immunol Endoc Metab Agents Med Chem. 2007, 7: 3-17.CrossRef
10.
go back to reference Goodpaster BH, Wolf D: Skeletal muscle lipid accumulation in obesity, insulin resistance, and type 2 diabetes. Pediatr Diabetes. 2004, 5: 219-226. 10.1111/j.1399-543X.2004.00071.x.CrossRefPubMed Goodpaster BH, Wolf D: Skeletal muscle lipid accumulation in obesity, insulin resistance, and type 2 diabetes. Pediatr Diabetes. 2004, 5: 219-226. 10.1111/j.1399-543X.2004.00071.x.CrossRefPubMed
11.
go back to reference Zytkovicz TH, Fitzgerald EF, Marsden D, Larson CA, Shih VE, Johnson DM, Strauss AW, Comeau AM, Eaton RB, Grady GF: Tandem mass spectrometric analysis for amino, organic, and fatty acid disorders in newborn dried blood spots: a two-year summary from the New England Newborn Screening Program. Clin Chem. 2001, 47: 1945-1955.PubMed Zytkovicz TH, Fitzgerald EF, Marsden D, Larson CA, Shih VE, Johnson DM, Strauss AW, Comeau AM, Eaton RB, Grady GF: Tandem mass spectrometric analysis for amino, organic, and fatty acid disorders in newborn dried blood spots: a two-year summary from the New England Newborn Screening Program. Clin Chem. 2001, 47: 1945-1955.PubMed
12.
go back to reference Spiekerkoetter U: Mitochondrial fatty acid oxidation disorders: clinical presentation of long-chain fatty acid oxidation defects before and after newborn screening. J Inherit Metab Dis. 2010, 33: 527-532. 10.1007/s10545-010-9090-x.CrossRefPubMed Spiekerkoetter U: Mitochondrial fatty acid oxidation disorders: clinical presentation of long-chain fatty acid oxidation defects before and after newborn screening. J Inherit Metab Dis. 2010, 33: 527-532. 10.1007/s10545-010-9090-x.CrossRefPubMed
13.
go back to reference Adams SH, Hoppel CL, Lok KH, Zhao L, Wong SW, Minkler PE, Hwang DH, Newman JW, Garvey WT: Plasma acylcarnitine profiles suggest incomplete long-chain fatty acid beta-oxidation and altered tricarboxylic acid cycle activity in type 2 diabetic African-American women. J Nutr. 2009, 139: 1073-1081. 10.3945/jn.108.103754.PubMedCentralCrossRefPubMed Adams SH, Hoppel CL, Lok KH, Zhao L, Wong SW, Minkler PE, Hwang DH, Newman JW, Garvey WT: Plasma acylcarnitine profiles suggest incomplete long-chain fatty acid beta-oxidation and altered tricarboxylic acid cycle activity in type 2 diabetic African-American women. J Nutr. 2009, 139: 1073-1081. 10.3945/jn.108.103754.PubMedCentralCrossRefPubMed
14.
go back to reference Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC: Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985, 28: 412-419. 10.1007/BF00280883.CrossRefPubMed Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC: Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985, 28: 412-419. 10.1007/BF00280883.CrossRefPubMed
15.
go back to reference Harris EH: Elevated liver function tests in type 2 diabetes. Clin Diabetes. 2005, 23: 115-119. 10.2337/diaclin.23.3.115.CrossRef Harris EH: Elevated liver function tests in type 2 diabetes. Clin Diabetes. 2005, 23: 115-119. 10.2337/diaclin.23.3.115.CrossRef
16.
go back to reference Begriche K, Massart J, Robin MA, Bonnet F, Fromenty B: Mitochondrial adaptations and dysfunctions in nonalcoholic fatty liver disease. Hepatology. 2013, 58: 1497-1507. 10.1002/hep.26226.CrossRefPubMed Begriche K, Massart J, Robin MA, Bonnet F, Fromenty B: Mitochondrial adaptations and dysfunctions in nonalcoholic fatty liver disease. Hepatology. 2013, 58: 1497-1507. 10.1002/hep.26226.CrossRefPubMed
17.
go back to reference Suhre K, Meisinger C, Döring A, Altmaier E, Belcredi P, Gieger C, Chang D, Milburn MV, Gall WE, Weinberger KM, Mewes HW, HrabédeAngelis M, Wichmann HE, Kronenberg F, Adamski J, Illig T: Metabolic footprint of diabetes: a multiplatform metabolomics study in an epidemiological setting. PLoS One. 2010, 5: e13953-10.1371/journal.pone.0013953.PubMedCentralCrossRefPubMed Suhre K, Meisinger C, Döring A, Altmaier E, Belcredi P, Gieger C, Chang D, Milburn MV, Gall WE, Weinberger KM, Mewes HW, HrabédeAngelis M, Wichmann HE, Kronenberg F, Adamski J, Illig T: Metabolic footprint of diabetes: a multiplatform metabolomics study in an epidemiological setting. PLoS One. 2010, 5: e13953-10.1371/journal.pone.0013953.PubMedCentralCrossRefPubMed
18.
go back to reference Mihalik SJ, Goodpaster BH, Kelley DE, Chace DH, Vockley J, Toledo FG, DeLany JP: Increased levels of plasma acylcarnitines in obesity and type 2 diabetes and identification of a marker of glucolipotoxicity. Obesity (Silver Spring). 2010, 18: 1695-1700. 10.1038/oby.2009.510.CrossRef Mihalik SJ, Goodpaster BH, Kelley DE, Chace DH, Vockley J, Toledo FG, DeLany JP: Increased levels of plasma acylcarnitines in obesity and type 2 diabetes and identification of a marker of glucolipotoxicity. Obesity (Silver Spring). 2010, 18: 1695-1700. 10.1038/oby.2009.510.CrossRef
19.
go back to reference Bene J, Marton M, Mohas M, Bagosi Z, Bujtor Z, Oroszlan T, Gasztonyi B, Wittmann I, Melegh B: Similarities in serum acylcarnitine patterns in type 1 and type 2 diabetes mellitus and in metabolic syndrome. Ann Nutr Metab. 2013, 62: 80-85. 10.1159/000345759.CrossRefPubMed Bene J, Marton M, Mohas M, Bagosi Z, Bujtor Z, Oroszlan T, Gasztonyi B, Wittmann I, Melegh B: Similarities in serum acylcarnitine patterns in type 1 and type 2 diabetes mellitus and in metabolic syndrome. Ann Nutr Metab. 2013, 62: 80-85. 10.1159/000345759.CrossRefPubMed
20.
go back to reference Fiehn O, Garvey WT, Newman JW, Lok KH, Hoppel CL, Adams SH: Plasma metabolomic profiles reflective of glucose homeostasis in non-diabetic and type 2 diabetic obese African-American women. PLoS One. 2010, 5: e15234-10.1371/journal.pone.0015234.PubMedCentralCrossRefPubMed Fiehn O, Garvey WT, Newman JW, Lok KH, Hoppel CL, Adams SH: Plasma metabolomic profiles reflective of glucose homeostasis in non-diabetic and type 2 diabetic obese African-American women. PLoS One. 2010, 5: e15234-10.1371/journal.pone.0015234.PubMedCentralCrossRefPubMed
21.
go back to reference Schooneman MG, Vaz FM, Houten SM, Soeters MR: Acylcarnitines: reflecting or inflicting insulin resistance?. Diabetes. 2013, 62: 1-8. 10.2337/db12-0466.PubMedCentralCrossRefPubMed Schooneman MG, Vaz FM, Houten SM, Soeters MR: Acylcarnitines: reflecting or inflicting insulin resistance?. Diabetes. 2013, 62: 1-8. 10.2337/db12-0466.PubMedCentralCrossRefPubMed
22.
go back to reference Zhao X, Fritsche J, Wang J, Chen J, Rittig K, Schmitt-Kopplin P, Fritsche A, Haring HU, Schleicher ED, Xu G, Lehmann R: Metabonomic fingerprints of fasting plasma and spot urine reveal human pre-diabetic metabolic traits. Metab. 2010, 6: 362-374. 10.1007/s11306-010-0203-1.CrossRef Zhao X, Fritsche J, Wang J, Chen J, Rittig K, Schmitt-Kopplin P, Fritsche A, Haring HU, Schleicher ED, Xu G, Lehmann R: Metabonomic fingerprints of fasting plasma and spot urine reveal human pre-diabetic metabolic traits. Metab. 2010, 6: 362-374. 10.1007/s11306-010-0203-1.CrossRef
23.
go back to reference Würtz P, Mäkinen VP, Soininen P, Kangas AJ, Tukiainen T, Kettunen J, Savolainen MJ, Tammelin T, Viikari JS, Rönnemaa T, Kähönen M, Lehtimäki T, Ripatti S, Raitakari OT, Järvelin MR, Ala-Korpela M: Metabolic signatures of insulin resistance in 7,098 young adults. Diabetes. 2012, 61: 1372-1380. 10.2337/db11-1355.PubMedCentralCrossRefPubMed Würtz P, Mäkinen VP, Soininen P, Kangas AJ, Tukiainen T, Kettunen J, Savolainen MJ, Tammelin T, Viikari JS, Rönnemaa T, Kähönen M, Lehtimäki T, Ripatti S, Raitakari OT, Järvelin MR, Ala-Korpela M: Metabolic signatures of insulin resistance in 7,098 young adults. Diabetes. 2012, 61: 1372-1380. 10.2337/db11-1355.PubMedCentralCrossRefPubMed
24.
go back to reference Vannini P, Marchesini G, Forlani G, Angiolini A, Ciavarella A, Zoli M, Pisi E: Branched-chain amino acids and alanine as indices of the metabolic control in type 1 (insulin-dependent) and type 2 (non-insulin-dependent) diabetic patients. Diabetologia. 1982, 22: 217-219.CrossRefPubMed Vannini P, Marchesini G, Forlani G, Angiolini A, Ciavarella A, Zoli M, Pisi E: Branched-chain amino acids and alanine as indices of the metabolic control in type 1 (insulin-dependent) and type 2 (non-insulin-dependent) diabetic patients. Diabetologia. 1982, 22: 217-219.CrossRefPubMed
25.
go back to reference Ruderman NB: Muscle amino acid metabolism and gluconeogenesis. Annu Rev Med. 1975, 26: 245-258. 10.1146/annurev.me.26.020175.001333.CrossRefPubMed Ruderman NB: Muscle amino acid metabolism and gluconeogenesis. Annu Rev Med. 1975, 26: 245-258. 10.1146/annurev.me.26.020175.001333.CrossRefPubMed
26.
go back to reference Layman DK, Walker DA: Potential importance of leucine in treatment of obesity and the metabolic syndrome. J Nutr. 2006, 136: 319S-323S.PubMed Layman DK, Walker DA: Potential importance of leucine in treatment of obesity and the metabolic syndrome. J Nutr. 2006, 136: 319S-323S.PubMed
27.
go back to reference Huffman KM, Shah SH, Stevens RD, Bain JR, Muehlbauer M, Slentz CA, Tanner CJ, Kuchibhatla M, Houmard JA, Newgard CB, Kraus WE: Relationships between circulating metabolic intermediates and insulin action in overweight to obese, inactive men and women. Diabetes Care. 2009, 32: 1678-1683. 10.2337/dc08-2075.PubMedCentralCrossRefPubMed Huffman KM, Shah SH, Stevens RD, Bain JR, Muehlbauer M, Slentz CA, Tanner CJ, Kuchibhatla M, Houmard JA, Newgard CB, Kraus WE: Relationships between circulating metabolic intermediates and insulin action in overweight to obese, inactive men and women. Diabetes Care. 2009, 32: 1678-1683. 10.2337/dc08-2075.PubMedCentralCrossRefPubMed
28.
go back to reference Wang TJ, Larson MG, Vasan RS, Cheng S, Rhee EP, McCabe E, Lewis GD, Fox CS, Jacques PF, Fernandez C, O'Donnell CJ, Carr SA, Mootha VK, Florez JC, Souza A, Melander O, Clish CB, Gerszten RE: Metabolite profiles and the risk of developing diabetes. Nat Med. 2011, 17: 448-453. 10.1038/nm.2307.PubMedCentralCrossRefPubMed Wang TJ, Larson MG, Vasan RS, Cheng S, Rhee EP, McCabe E, Lewis GD, Fox CS, Jacques PF, Fernandez C, O'Donnell CJ, Carr SA, Mootha VK, Florez JC, Souza A, Melander O, Clish CB, Gerszten RE: Metabolite profiles and the risk of developing diabetes. Nat Med. 2011, 17: 448-453. 10.1038/nm.2307.PubMedCentralCrossRefPubMed
29.
go back to reference Adams SH: Emerging perspectives on essential amino acid metabolism in obesity and the insulin-resistant state. Adv Nutr. 2011, 2: 445-456. 10.3945/an.111.000737.PubMedCentralCrossRefPubMed Adams SH: Emerging perspectives on essential amino acid metabolism in obesity and the insulin-resistant state. Adv Nutr. 2011, 2: 445-456. 10.3945/an.111.000737.PubMedCentralCrossRefPubMed
30.
go back to reference Quiroga AD, Lehner R: Liver triacylglycerol lipases. Biochim Biophys Acta. 1821, 2012: 762-769. Quiroga AD, Lehner R: Liver triacylglycerol lipases. Biochim Biophys Acta. 1821, 2012: 762-769.
31.
go back to reference Gregersen N, Kolvraa S, Mortensen PB, Rasmussen K: C6-C10-dicarboxylic aciduria: biochemical considerations in relation to diagnosis of beta-oxidation defects. Scand J Clin Lab Invest Suppl. 1982, 161: 15-27.PubMed Gregersen N, Kolvraa S, Mortensen PB, Rasmussen K: C6-C10-dicarboxylic aciduria: biochemical considerations in relation to diagnosis of beta-oxidation defects. Scand J Clin Lab Invest Suppl. 1982, 161: 15-27.PubMed
32.
go back to reference Mortensen PB: C6–C10-dicarboxylic aciduria in starved, fat-fed and diabetic rats receiving decanoic acid or medium-chain triacylglycerol. An in vivo measure of the rate of beta-oxidation of fatty acids. Biochim Biophys Acta. 1981, 664: 349-355. 10.1016/0005-2760(81)90057-6.CrossRefPubMed Mortensen PB: C6–C10-dicarboxylic aciduria in starved, fat-fed and diabetic rats receiving decanoic acid or medium-chain triacylglycerol. An in vivo measure of the rate of beta-oxidation of fatty acids. Biochim Biophys Acta. 1981, 664: 349-355. 10.1016/0005-2760(81)90057-6.CrossRefPubMed
33.
go back to reference Mortensen PB, Gregersen N: The biological origin of ketotic dicarboxylic aciduria. II. In vivo and in vitro investigations of the beta-oxidation of C8-C16-dicarboxylic acids in unstarved, starved and diabetic rats. Biochim Biophys Acta. 1982, 710: 477-484. 10.1016/0005-2760(82)90132-1.CrossRefPubMed Mortensen PB, Gregersen N: The biological origin of ketotic dicarboxylic aciduria. II. In vivo and in vitro investigations of the beta-oxidation of C8-C16-dicarboxylic acids in unstarved, starved and diabetic rats. Biochim Biophys Acta. 1982, 710: 477-484. 10.1016/0005-2760(82)90132-1.CrossRefPubMed
Metadata
Title
Plasma and urine metabolic profiles are reflective of altered beta-oxidation in non-diabetic obese subjects and patients with type 2 diabetes mellitus
Authors
Jesús Zacarías Villarreal-Pérez
Jesús Zacarías Villarreal-Martínez
Fernando Javier Lavalle-González
María del Rosario Torres-Sepúlveda
Consuelo Ruiz-Herrera
Ricardo Martín Cerda-Flores
Erik Rubén Castillo-García
Irám Pablo Rodríguez-Sánchez
Laura Elia Martínez de Villarreal
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Diabetology & Metabolic Syndrome / Issue 1/2014
Electronic ISSN: 1758-5996
DOI
https://doi.org/10.1186/1758-5996-6-129

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