Hyperglycemia and a Common Variant of GCKR Are Associated With the Levels of Eight Amino Acids in 9,369 Finnish Men

被引:212
作者
Stancakova, Alena [1 ,2 ]
Civelek, Mete [3 ,4 ]
Saleem, Niyas K. [1 ,2 ]
Soininen, Pasi [5 ,6 ,7 ]
Kangas, Antti J. [5 ,6 ]
Cederberg, Henna [1 ,2 ]
Paananen, Jussi [1 ,2 ]
Pihlajamaki, Jussi [2 ,8 ,9 ]
Bonnycastle, Lori L. [10 ]
Morken, Mario A. [10 ]
Boehnke, Michael [11 ]
Pajukanta, Paivi [12 ]
Lusis, Aldons J. [3 ,4 ]
Collins, Francis S. [10 ]
Kuusisto, Johanna [1 ,2 ]
Ala-Korpela, Mika [5 ,6 ,7 ,13 ,14 ]
Laakso, Markku [1 ,2 ]
机构
[1] Univ Eastern Finland, Dept Med, Kuopio, Finland
[2] Kuopio Univ Hosp, SF-70210 Kuopio, Finland
[3] Univ Calif Los Angeles, Dept Microbiol Immunol & Mol Genet, Dept Human Genet, Los Angeles, CA USA
[4] Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90024 USA
[5] Univ Oulu, Inst Clin Med, Computat Med Res Grp, Oulu, Finland
[6] Bioctr Oulu, Oulu, Finland
[7] Univ Eastern Finland, Nucl Magnet Resonance Metabon Lab, Chem Lab, Dept Biosci, Kuopio, Finland
[8] Univ Eastern Finland, Dept Med, Kuopio, Finland
[9] Univ Eastern Finland, Dept Clin Nutr, Kuopio, Finland
[10] NHGRI, NIH, Bethesda, MD 20892 USA
[11] Univ Michigan, Sch Publ Hlth, Dept Biostat, Ctr Stat Genet, Ann Arbor, MI 48109 USA
[12] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
[13] Univ Oulu, Clin Res Ctr, Bioctr Oulu, Oulu, Finland
[14] Univ Oulu, Dept Internal Med, SF-90220 Oulu, Finland
基金
芬兰科学院; 美国国家卫生研究院;
关键词
TYPE-2 DIABETES RISK; INSULIN SENSITIVITY; GLUCOSE-TOLERANCE; GENETIC-VARIATION; FASTING GLUCOSE; SKELETAL-MUSCLE; PROTEIN; METABOLISM; LEUCINE; HUMANS;
D O I
10.2337/db11-1378
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
We investigated the association of glycemia and 43 genetic risk variants for hyperglycemia/type 2 diabetes with amino acid levels in the population-based Metabolic Syndrome in Men (METSIM) Study, including 9,369 nondiabetic or newly diagnosed type 2 diabetic Finnish men. Plasma levels of eight amino acids were measured with proton nuclear magnetic resonance spectroscopy. Increasing fasting and 2-h plasma glucose levels were associated with increasing levels of several amino acids and decreasing levels of histidine and glutamine. Alanine, leucine, isoleucine, tyrosine, and glutamine predicted incident type 2 diabetes in a 4.7-year follow-up of the METSIM Study, and their effects were largely mediated by insulin resistance (except for glutamine). We also found significant correlations between insulin sensitivity (Matsuda insulin sensitivity index) and mRNA expression of genes regulating amino acid degradation in 200 subcutaneous adipose tissue samples. Only 1 of 43 risk single nucleotide polymorphisms for type 2 diabetes or hyperglycemia, the glucose-increasing major C allele of rs780094 of GCKR, was significantly associated with decreased levels of alanine and isoleucine and elevated levels of glutamine. In conclusion, the levels of branched-chain, aromatic amino acids and alanine increased and the levels of glutamine and histidine decreased with increasing glycemia, reflecting, at least in part, insulin resistance. Only one single nucleotide polymorphism regulating hyperglycemia was significantly associated with amino acid levels. Diabetes 61:1895-1902, 2012
引用
收藏
页码:1895 / 1902
页数:8
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[1]   REGULATION OF GUT GLUTAMINE-METABOLISM - ROLE OF HORMONES AND CYTOKINES [J].
ABUMRAD, NN ;
KIM, SJ ;
MOLINA, PE .
PROCEEDINGS OF THE NUTRITION SOCIETY, 1995, 54 (02) :525-533
[2]   A re-annotation pipeline for Illumina BeadArrays: improving the interpretation of gene expression data [J].
Barbosa-Morais, Nuno L. ;
Dunning, Mark J. ;
Samarajiwa, Shamith A. ;
Darot, Jeremy F. J. ;
Ritchie, Matthew E. ;
Lynch, Andy G. ;
Tavare, Simon .
NUCLEIC ACIDS RESEARCH, 2010, 38 (03) :e17.1-e17.13
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Insulin action on muscle protein kinetics and amino acid transport during recovery after resistance exercise [J].
Biolo, G ;
Williams, BD ;
Fleming, RYD ;
Wolfe, RR .
DIABETES, 1999, 48 (05) :949-957
[5]   The role of the regulatory protein of glucokinase in the glucose sensory mechanism of the hepatocyte [J].
de la Iglesia, N ;
Mukhtar, M ;
Seoane, J ;
Guinovart, JJ ;
Agius, L .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2000, 275 (14) :10597-10603
[6]   Isoleucine, a blood glucose-lowering amino acid, increases glucose uptake in rat skeletal muscle in the absence of increases in AMP-activated protein kinase activity [J].
Doi, M ;
Yamaoka, I ;
Nakayama, M ;
Mochizuki, S ;
Sugahara, K ;
Yoshizawa, F .
JOURNAL OF NUTRITION, 2005, 135 (09) :2103-2108
[7]   Hypoglycemic effect of isoleucine involves increased muscle glucose uptake and whole body glucose oxidation and decreased hepatic gluconeogenesis [J].
Doi, Masako ;
Yamaoka, Ippei ;
Nakayama, Mitsuo ;
Sugahara, Kunio ;
Yoshizawa, Fumiaki .
AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM, 2007, 292 (06) :E1683-E1693
[8]   New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk [J].
Dupuis, Josee ;
Langenberg, Claudia ;
Prokopenko, Inga ;
Saxena, Richa ;
Soranzo, Nicole ;
Jackson, Anne U. ;
Wheeler, Eleanor ;
Glazer, Nicole L. ;
Bouatia-Naji, Nabila ;
Gloyn, Anna L. ;
Lindgren, Cecilia M. ;
Magi, Reedik ;
Morris, Andrew P. ;
Randall, Joshua ;
Johnson, Toby ;
Elliott, Paul ;
Rybin, Denis ;
Thorleifsson, Gudmar ;
Steinthorsdottir, Valgerdur ;
Henneman, Peter ;
Grallert, Harald ;
Dehghan, Abbas ;
Hottenga, Jouke Jan ;
Franklin, Christopher S. ;
Navarro, Pau ;
Song, Kijoung ;
Goel, Anuj ;
Perry, John R. B. ;
Egan, Josephine M. ;
Lajunen, Taina ;
Grarup, Niels ;
Sparso, Thomas ;
Doney, Alex ;
Voight, Benjamin F. ;
Stringham, Heather M. ;
Li, Man ;
Kanoni, Stavroula ;
Shrader, Peter ;
Cavalcanti-Proenca, Christine ;
Kumari, Meena ;
Qi, Lu ;
Timpson, Nicholas J. ;
Gieger, Christian ;
Zabena, Carina ;
Rocheleau, Ghislain ;
Ingelsson, Erik ;
An, Ping ;
O'Connell, Jeffrey ;
Luan, Jian'an ;
Elliott, Amanda .
NATURE GENETICS, 2010, 42 (02) :105-U32
[9]   AMINO-ACID AND PROTEIN-METABOLISM IN DIABETES-MELLITUS [J].
FELIG, P ;
WAHREN, J ;
SHERWIN, R ;
PALAIOLOGOS, G .
ARCHIVES OF INTERNAL MEDICINE, 1977, 137 (04) :507-513
[10]   ALANINE . KEY ROLE IN GLUCONEOGENESIS [J].
FELIG, P ;
POZEFSKY, T ;
MARLISS, E ;
CAHILL, GF .
SCIENCE, 1970, 167 (3920) :1003-&