Epigenome-Wide Association Study of Fasting Measures of Glucose, Insulin, and HOMA-IR in the Genetics of Lipid Lowering Drugs and Diet Network Study

被引:121
作者
Hidalgo, Bertha [1 ]
Irvin, M. Ryan [2 ]
Sha, Jin [2 ]
Zhi, Degui [1 ]
Aslibekyan, Stella [2 ]
Absher, Devin [3 ]
Tiwari, Hemant K. [1 ]
Kabagambe, Edmond K. [4 ]
Ordovas, Jose M. [5 ]
Arnett, Donna K. [2 ]
机构
[1] Univ Alabama Birmingham, Dept Biostat, Sect Stat Genet, Birmingham, AL 35294 USA
[2] Univ Alabama Birmingham, Dept Epidemiol, Birmingham, AL USA
[3] Hudson Alpha Inst Biotechnol, Huntsville, AL USA
[4] Vanderbilt Univ, Dept Med, Nashville, TN USA
[5] Tufts Univ, Jean Mayer USDA Human Nutr Res Ctr Aging, Medford, MA 02155 USA
关键词
BETA-CELL FUNCTION; TYPE-2; DIABETES-MELLITUS; BODY-MASS INDEX; DNA METHYLATION; FENOFIBRATE TREATMENT; MISSING HERITABILITY; COMPLEX DISEASES; HOMEOSTASIS; EXPRESSION; RESISTANCE;
D O I
10.2337/db13-1100
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Known genetic susceptibility loci for type 2 diabetes (T2D) explain only a small proportion of heritable T2D risk. We hypothesize that DNA methylation patterns may contribute to variation in diabetes-related risk factors, and this epigenetic variation across the genome can contribute to the missing heritability in T2D and related metabolic traits. We conducted an epigenome-wide association study for fasting glucose, insulin, and homeostasis model assessment of insulin resistance (HOMA-IR) among 837 nondiabetic participants in the Genetics of Lipid Lowering Drugs and Diet Network study, divided into discovery (N = 544) and replication (N = 293) stages. Cytosine guanine dinucleotide (CpG) methylation at approximate to 470,000 CpG sites was assayed in CD4(+) T cells using the Illumina Infinium HumanMethylation 450 Beadchip. We fit a mixed model with the methylation status of each CpG as the dependent variable, adjusting for age, sex, study site, and T-cell purity as fixed-effects and family structure as a random-effect. A Bonferroni corrected P value of 1.1 x 10(-7) was considered significant in the discovery stage. Significant associations were tested in the replication stage using identical models. Methylation of a CpG site in ABCG1 on chromosome 21 was significantly associated with insulin (P = 1.83 x 10(-7)) and HOMA-IR (P = 1.60 x 10(-9)). Another site in the same gene was significant for HOMA-IR and of borderline significance for insulin (P = 1.29 x 10(-7) and P = 3.36 x 10(-6), respectively). Associations with the top two signals replicated for insulin and HOMA-IR (P = 5.75 x 10(-3) and P = 3.35 x 10(-2), respectively). Our findings suggest that methylation of a CpG site within ABCG1 is associated with fasting insulin and merits further evaluation as a novel disease risk marker.
引用
收藏
页码:801 / 807
页数:7
相关论文
共 33 条
[21]   HOMEOSTASIS MODEL ASSESSMENT - INSULIN RESISTANCE AND BETA-CELL FUNCTION FROM FASTING PLASMA-GLUCOSE AND INSULIN CONCENTRATIONS IN MAN [J].
MATTHEWS, DR ;
HOSKER, JP ;
RUDENSKI, AS ;
NAYLOR, BA ;
TREACHER, DF ;
TURNER, RC .
DIABETOLOGIA, 1985, 28 (07) :412-419
[22]   Reduced expression of ATP-binding cassette transporter G1 increases cholesterol accumulation in macrophages of patients with type 2 diabetes mellitus [J].
Mauldin, Jeremy P. ;
Nagelin, Melissa H. ;
Wojcik, Allison J. ;
Srinivasan, Suseela ;
Skaflen, Marcus D. ;
Ayers, Carlos R. ;
McNamara, Coleen A. ;
Hedrick, Catherine C. .
CIRCULATION, 2008, 117 (21) :2785-2792
[23]   Coordinated reduction of genes of oxidative metabolism in humans with insulin resistance and diabetes:: Potential role of PGC1 and NRF1 [J].
Patti, ME ;
Butte, AJ ;
Crunkhorn, S ;
Cusi, K ;
Berria, R ;
Kashyap, S ;
Miyazaki, Y ;
Kohane, I ;
Costello, M ;
Saccone, R ;
Landaker, EJ ;
Goldfine, AB ;
Mun, E ;
DeFronzo, R ;
Finlayson, J ;
Kahn, CR ;
Mandarino, LJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (14) :8466-8471
[24]   Heritability of Type II (non-insulin-dependent) diabetes mellitus and abnormal glucose tolerance - a population-based twin study [J].
Poulsen, P ;
Kyvik, KO ;
Vaag, A ;
Beck-Nielsen, H .
DIABETOLOGIA, 1999, 42 (02) :139-145
[25]   Epigenome-wide association studies for common human diseases [J].
Rakyan, Vardhman K. ;
Down, Thomas A. ;
Balding, David J. ;
Beck, Stephan .
NATURE REVIEWS GENETICS, 2011, 12 (08) :529-541
[26]   Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels [J].
Saxena, Richa ;
Voight, Benjamin F. ;
Lyssenko, Valeriya ;
Burtt, Noel P. ;
de Bakker, Paul I. W. ;
Chen, Hong ;
Roix, Jeffrey J. ;
Kathiresan, Sekar ;
Hirschhorn, Joel N. ;
Daly, Mark J. ;
Hughes, Thomas E. ;
Groop, Leif ;
Altshuler, David ;
Almgren, Peter ;
Florez, Jose C. ;
Meyer, Joanne ;
Ardlie, Kristin ;
Bostroem, Kristina Bengtsson ;
Isomaa, Bo ;
Lettre, Guillaume ;
Lindblad, Ulf ;
Lyon, Helen N. ;
Melander, Olle ;
Newton-Cheh, Christopher ;
Nilsson, Peter ;
Orho-Melander, Marju ;
Rastam, Lennart ;
Speliotes, Elizabeth K. ;
Taskinen, Marja-Riitta ;
Tuomi, Tiinamaija ;
Guiducci, Candace ;
Berglund, Anna ;
Carlson, Joyce ;
Gianniny, Lauren ;
Hackett, Rachel ;
Hall, Liselotte ;
Holmkvist, Johan ;
Laurila, Esa ;
Sjoegren, Marketa ;
Sterner, Maria ;
Surti, Aarti ;
Svensson, Margareta ;
Svensson, Malin ;
Tewhey, Ryan ;
Blumenstiel, Brendan ;
Parkin, Melissa ;
DeFelice, Matthew ;
Barry, Rachel ;
Brodeur, Wendy ;
Camarata, Jody .
SCIENCE, 2007, 316 (5829) :1331-1336
[27]   Genetic variation in GIPR influences the glucose and insulin responses to an oral glucose challenge [J].
Saxena, Richa ;
Hivert, Marie-France ;
Langenberg, Claudia ;
Tanaka, Toshiko ;
Pankow, James S. ;
Vollenweider, Peter ;
Lyssenko, Valeriya ;
Bouatia-Naji, Nabila ;
Dupuis, Josee ;
Jackson, Anne U. ;
Kao, W. H. Linda ;
Li, Man ;
Glazer, Nicole L. ;
Manning, Alisa K. ;
Luan, Jian'an ;
Stringham, Heather M. ;
Prokopenko, Inga ;
Johnson, Toby ;
Grarup, Niels ;
Boesgaard, Trine W. ;
Lecoeur, Cecile ;
Shrader, Peter ;
O'Connell, Jeffrey ;
Ingelsson, Erik ;
Couper, David J. ;
Rice, Kenneth ;
Song, Kijoung ;
Andreasen, Camilla H. ;
Dina, Christian ;
Koettgen, Anna ;
Le Bacquer, Olivier ;
Pattou, Francois ;
Taneera, Jalal ;
Steinthorsdottir, Valgerdur ;
Rybin, Denis ;
Ardlie, Kristin ;
Sampson, Michael ;
Qi, Lu ;
van Hoek, Mandy ;
Weedon, Michael N. ;
Aulchenko, Yurii S. ;
Voight, Benjamin F. ;
Grallert, Harald ;
Balkau, Beverley ;
Bergman, Richard N. ;
Bielinski, Suzette J. ;
Bonnefond, Amelie ;
Bonnycastle, Lori L. ;
Borch-Johnsen, Knut ;
Boettcher, Yvonne .
NATURE GENETICS, 2010, 42 (02) :142-U75
[28]   ABC Transporter Genes and Risk of Type 2 Diabetes A study of 40,000 individuals from the general population [J].
Schou, Jesper ;
Tybjaerg-Hansen, Anne ;
Moller, Holger J. ;
Nordestgaard, Borge G. ;
Frikke-Schmidt, Ruth .
DIABETES CARE, 2012, 35 (12) :2600-2606
[29]   Minireview: Epigenetics of Obesity and Diabetes in Humans [J].
Slomko, Howard ;
Heo, Hye J. ;
Einstein, Francine H. .
ENDOCRINOLOGY, 2012, 153 (03) :1025-1030
[30]   Evaluating the Heritability Explained by Known Susceptibility Variants: A Survey of Ten Complex Diseases [J].
So, Hon-Cheong ;
Gui, Allen H. S. ;
Cherny, Stacey S. ;
Sham, Pak C. .
GENETIC EPIDEMIOLOGY, 2011, 35 (05) :310-317