Abstract
Insulin resistance (IR) is a major risk for the development of type 2 diabetes (T2D). Numerous studies have been conducted to determine the relationship of ADIPOQ G276T with IR and blood glucose, but the results are conflicting. We conducted a meta-analysis in this work to further investigate such an association. Published works were retrieved from PubMed and Embase databases. A pooled standardized mean difference (SMD) with 95 % confidence interval (CI) was calculated under a dominant model using a random effect model. Twenty-five studies involving 7,480 subjects were included in the meta-analysis. A significant association of G276T polymorphism with homeostasis model assessment insulin resistance index (HOMA-IR) was observed after excluding studies with obvious heterogeneity by performing influence analysis (SMD = −0. 08, 95 % CI −0.15 to −0.01, p = 0.019) and Galbraith plot analysis (SMD = −0.08, 95 % CI −0.14 to −0.02, p = 0.005). In the subgroup analysis, Asians with TG/TT genotypes were found to have a significantly decreased degree of HOMA-IR (SMD = −0.13, 95 % CI −0.20 to −0.07, p < 0.001). The association of G276T with IR or blood glucose for the subgroups (obese, male, and T2D) was also significant. However, the results may not be reliable for small sample sizes. The current meta-analysis suggested that the G276T polymorphism may genetically affect IR using HOMA-IR as an index, and the effect of this polymorphism on IR particularly exists in Asians.
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Abbreviations
- CI:
-
Confidence interval
- FBG:
-
Fasting blood glucose
- F-insulin:
-
Fasting insulin
- HOMA-IR:
-
Homeostasis model assessment insulin resistance index
- IR:
-
Insulin resistance
- P Q :
-
p Value for Q test of heterogeneity
- SD:
-
Standard deviation
- SE:
-
Standard error
- SMD:
-
Standard mean difference
- SNP:
-
Single nucleotide polymorphism
- T2D:
-
Type 2 diabetes
References
D.J. Kim, N.H. Cho, J.H. Noh, H.J. Kim, Y.H. Choi, J.H. Jung et al., Fasting plasma glucose cutoff value for the prediction of future diabetes development: a study of middle-aged Koreans in a health promotion center. J. Korean Med. Sci. 20, 562–565 (2005)
B.J. Goldstein, Insulin resistance as the core defect in type 2 diabetes mellitus. Am. J. Cardiol. 90, 3G–10G (2002)
M.M. Mercado, J.C. McLenithan, K.D. Silver, A.R. Shuldiner, Genetics of insulin resistance. Curr Diab Rep. 2, 83–95 (2002)
A.H. Kissebah, G.E. Sonnenberg, J. Myklebust, M. Goldstein, K. Broman, R.G. James et al., Quantitative trait loci on chromosomes 3 and 17 influence phenotypes of the metabolic syndrome. Proc. Natl. Acad. Sci. USA 97, 14478–14483 (2000)
M. Stumvoll, O. Tschritter, A. Fritsche, H. Staiger, W. Renn, M. Weisser et al., Association of the T–G polymorphism in adiponectin (exon 2) with obesity and insulin sensitivity: interaction with family history of type 2 diabetes. Diabetes 51, 37–41 (2002)
Y. Jang, J.S. Chae, S.J. Koh, Y.J. Hyun, J.Y. Kim, Y.J. Jeong et al., The influence of the adiponectin gene on adiponectin concentrations and parameters of metabolic syndrome in non-diabetic Korean women. Clin. Chim. Acta 391, 85–90 (2008)
K. Hara, P. Boutin, Y. Mori, K. Tobe, C. Dina, K. Yasuda et al., Genetic variation in the gene encoding adiponectin is associated with an increased risk of type 2 diabetes in the Japanese population. Diabetes 51, 536–540 (2002)
T. Kadowaki, T. Yamauchi, N. Kubota, K. Hara, K. Ueki, K. Tobe, Adiponectin and adiponectin receptors in insulin resistance, diabetes, and the metabolic syndrome. J Clin Invest. 116, 1784–1792 (2006)
D. Cao, S. Ouyang, Z. Liu, F. Ma, J. Wu, Association of the ADIPOQ T45G polymorphism with insulin resistance and blood glucose: a meta-analysis. Endocr. J. (2014). doi:10.1507/endocrj.EJ13-0444
C. Menzaghi, T. Ercolino, R. Di Paola, A.H. Berg, J.H. Warram, P.E. Scherer et al., A haplotype at the adiponectin locus is associated with obesity and other features of the insulin resistance syndrome. Diabetes 51, 2306–2312 (2002)
Y. Jang, J.H. Lee, J.S. Chae, O.Y. Kim, S.J. Koh, J.Y. Kim et al., Association of the 276G->T polymorphism of the adiponectin gene with cardiovascular disease risk factors in nondiabetic Koreans. Am. J. Clin. Nutr. 82, 760–767 (2005)
E.S. Kang, S.Y. Park, H.J. Kim, C.W. Ahn, M. Nam, B.S. Cha et al., The influence of adiponectin gene polymorphism on the rosiglitazone response in patients with type 2 diabetes. Diabetes Care 28, 1139–1144 (2005)
Y.Y. Lee, N.S. Lee, Y.M. Cho, M.K. Moon, H.S. Jung, Y.J. Park et al., Genetic association study of adiponectin polymorphisms with risk of Type 2 diabetes mellitus in Korean population. Diabet. Med. 22, 569–575 (2005)
K. Nakatani, K. Noma, J. Nishioka, Y. Kasai, K. Morioka, A. Katsuki et al., Adiponectin gene variation associates with the increasing risk of type 2 diabetes in non-diabetic Japanese subjects. Int. J. Mol. Med. 15, 173–177 (2005)
L.B. Tanko, A. Siddiq, C. Lecoeur, P.J. Larsen, C. Christiansen, A. Walley et al., ACDC/adiponectin and PPAR-gamma gene polymorphisms: implications for features of obesity. Obes. Res. 13, 2113–2121 (2005)
M.J. Shin, Y. Jang, S.J. Koh, J.S. Chae, O.Y. Kim, J.E. Lee et al., The association of SNP276G > T at adiponectin gene with circulating adiponectin and insulin resistance in response to mild weight loss. Int. J. Obes. (Lond). 30, 1702–1708 (2006)
H. Huang, K. Tada, Iida, H. Murakami, Y. Saito, T. Otsuki, M. Iemitsu et al., Influence of adiponectin gene polymorphism SNP276 (G/T) on adiponectin in response to exercise training. Endocr. J. 54, 879–886 (2007)
G. Musso, R. Gambino, F. De Michieli, M. Durazzo, G. Pagano, M. Cassader, Adiponectin gene polymorphisms modulate acute adiponectin response to dietary fat: possible pathogenetic role in NASH. Hepatology 47, 1167–1177 (2008)
P. Perez-Martinez, J. Lopez-Miranda, C. Cruz-Teno, J. Delgado-Lista, Y. Jimenez-Gomez, J.M. Fernandez et al., Adiponectin gene variants are associated with insulin sensitivity in response to dietary fat consumption in Caucasian men. J. Nutr. 138, 1609–1614 (2008)
N. Zhang, Y.H. Shi, C.F. Hao, H.F. Gu, Y. Li, Y.R. Zhao et al., Association of +45G15G(T/G) and +276(G/T) polymorphisms in the ADIPOQ gene with polycystic ovary syndrome among Han Chinese women. Eur. J. Endocrinol. 158, 255–260 (2008)
H.K. Chung, J.S. Chae, Y.J. Hyun, J.K. Paik, J.Y. Kim, Y. Jang et al., Influence of adiponectin gene polymorphisms on adiponectin level and insulin resistance index in response to dietary intervention in overweight-obese patients with impaired fasting glucose or newly diagnosed type 2 diabetes. Diabetes Care 32, 552–558 (2009)
L. Melistas, C.S. Mantzoros, M. Kontogianni, S. Antonopoulou, J.M. Ordovas, N. Yiannakouris, Association of the +45T>G and +276G>T polymorphisms in the adiponectin gene with insulin resistance in nondiabetic Greek women. Eur. J. Endocrinol. 161, 845–852 (2009)
E. Verduci, S. Scaglioni, C. Agostoni, G. Radaelli, M. Biondi, A.S. Manso et al., The relationship of insulin resistance with SNP 276G>T at adiponectin gene and plasma long-chain polyunsaturated fatty acids in obese children. Pediatr. Res. 66, 346–349 (2009)
C.L. Passariello, R. Gruodyte, K. Hiio, J. Maestu, J. Jurimae, M. Saar et al., ADIPOQ SNP45 associated with lean body mass in physically active normal weight adolescent girls. Am. J. Hum. Biol. 22, 813–818 (2010)
R.M. Al Khaldi, F. Al Mulla, S. Al Awadhi, K. Kapila, O.A. Mojiminiyi, Associations of single nucleotide polymorphisms in the adiponectin gene with adiponectin levels and cardio-metabolic risk factors in patients with cancer. Dis. Markers 30, 197–212 (2011)
I. Boumaiza, A. Omezzine, J. Rejeb, L. Rebhi, N.B. Rejeb, N. Nabli et al., Association between eight adiponectin polymorphisms, obesity, and metabolic syndrome parameters in Tunisian volunteers. Metab. Syndr. Relat. Disord. 9, 419–426 (2011)
J. Duran-Gonzalez, I. Ortiz, E. Gonzales, N. Ruiz, M. Ortiz, A. Gonzalez et al., Association study of candidate gene polymorphisms and obesity in a young Mexican-American population from South Texas. Arch. Med. Res. 42, 523–531 (2011)
N.M. Al-Daghri, O.S. Al-Attas, M.S. Alokail, K.M. Alkharfy, T. Hussain, S. Yakout et al., Adiponectin gene polymorphisms (T45G and G276T), adiponectin levels and risk for metabolic diseases in an Arab population. Gene 493, 142–147 (2012)
M. Ohara, C. Maesawa, N. Takebe, T. Takahashi, M. Yamashina, M. Ono et al., Different susceptibility to insulin resistance and fatty liver depending on the combination of TNF-alpha C-857T and adiponectin G + 276T gene polymorphisms in Japanese subjects with type 2 diabetes. Tohoku J. Exp. Med. 226, 161–169 (2012)
P. Riestra, A. Garcia-Anguita, M.A. Lasuncion, A. Mangas, M. de Oya, C. Garces, Influence of the interaction between the adiponectin G276T polymorphism and body mass index on lipid levels in healthy children. Mol. Biol. Rep. 39, 4831–4835 (2012)
J.L. Fleiss, The statistical basis of meta-analysis. Stat. Methods Med. Res. 2, 121–145 (1993)
J. Lau, J.P. Ioannidis, C.H. Schmid, Quantitative synthesis in systematic reviews. Ann. Intern. Med. 127, 820–826 (1997)
J.P. Higgins, S.G. Thompson, J.J. Deeks, D.G. Altman, Measuring inconsistency in meta-analyses. BMJ 327, 557–560 (2003)
M. Egger, G. Davey Smith, M. Schneider, C. Minder, Bias in meta-analysis detected by a simple, graphical test. BMJ 315, 629–634 (1997)
F. Mousavinasab, T. Tahtinen, J. Jokelainen, P. Koskela, M. Vanhala, J. Oikarinen et al., Common polymorphisms (single-nucleotide polymorphisms SNP+45 and SNP+276) of the adiponectin gene regulate serum adiponectin concentrations and blood pressure in young Finnish men. Mol. Genet. Metab. 87, 147–151 (2006)
V.W. Wong, G.L. Wong, S.W. Tsang, A.Y. Hui, A.W. Chan, P.C. Choi et al., Genetic polymorphisms of adiponectin and tumor necrosis factor-alpha and nonalcoholic fatty liver disease in Chinese people. J. Gastroenterol. Hepatol. 23, 914–921 (2008)
A. AlSaleh, S.D. O’Dell, G.S. Frost, B.A. Griffin, J.A. Lovegrove, S.A. Jebb et al., Single nucleotide polymorphisms at the ADIPOQ gene locus interact with age and dietary intake of fat to determine serum adiponectin in subjects at risk of the metabolic syndrome. Am. J. Clin. Nutr. 94, 262–269 (2011)
K. Yoshioka, T. Yoshida, T. Umekawa, A. Kogure, Y. Takakura, H. Toda et al., Adiponectin gene polymorphism (G276T) is not associated with incipient diabetic nephropathy in Japanese type 2 diabetic patients. Metabolism 53, 1223–1226 (2004)
E. Filippi, F. Sentinelli, V. Trischitta, S. Romeo, M. Arca, F. Leonetti et al., Association of the human adiponectin gene and insulin resistance. Eur. J. Hum. Genet. 12, 199–205 (2004)
N. Xita, I. Georgiou, A. Chatzikyriakidou, M. Vounatsou, G.P. Papassotiriou, I. Papassotiriou et al., Effect of adiponectin gene polymorphisms on circulating adiponectin and insulin resistance indexes in women with polycystic ovary syndrome. Clin. Chem. 51, 416–423 (2005)
V. Mackevics, I.M. Heid, S.A. Wagner, P. Cip, H. Doppelmayr, A. Lejnieks et al., The adiponectin gene is associated with adiponectin levels but not with characteristics of the insulin resistance syndrome in healthy Caucasians. Eur. J. Hum. Genet. 14, 349–356 (2006)
U. Salmenniemi, J. Zacharova, E. Ruotsalainen, I. Vauhkonen, J. Pihlajamaki, S. Kainulainen et al., Association of adiponectin level and variants in the adiponectin gene with glucose metabolism, energy expenditure, and cytokines in offspring of type 2 diabetic patients. J. Clin. Endocrinol. Metab. 90, 4216–4223 (2005)
C. Menzaghi, V. Trischitta, A. Doria, Genetic influences of adiponectin on insulin resistance, type 2 diabetes, and cardiovascular disease. Diabetes 56, 1198–1209 (2007)
S. Li, L. Li, K. Li, X. Qi, D. Hoekema, H. Liu et al., Association of adipose most abundant transcript 1 gene (apM1) with type 2 diabetes mellitus in a Chinese population: a meta-analysis of case-control studies. Clin. Endocrinol. (Oxf). 68, 885–889 (2008)
H. Chu, M. Wang, D. Zhong, D. Shi, L. Ma, N. Tong et al., AdipoQ polymorphisms are associated with type 2 diabetes mellitus: a meta-analysis study. Diabetes Metab. Res. Rev. 29, 532–545 (2013)
L.Y. Han, Q.H. Wu, M.L. Jiao, Y.H. Hao, L.B. Liang, L.J. Gao et al., Associations between single-nucleotide polymorphisms (+45T>G, +276G>T, −11377C>G, −11391G>A) of adiponectin gene and type 2 diabetes mellitus: a systematic review and meta-analysis. Diabetologia 54, 2303–2314 (2011)
Y. Li, X. Li, L. Shi, M. Yang, Y. Yang, W. Tao et al., Association of adiponectin SNP+45 and SNP+276 with type 2 diabetes in Han Chinese populations: a meta-analysis of 26 case-control studies. PLoS ONE 6, e19686 (2011)
C. Jing, H. Xueyao, J. Linong, Meta-analysis of association studies between five candidate genes and type 2 diabetes in Chinese Han population. Endocrine 42, 307–320 (2012)
H. Jia, L. Yu, X. Guo, W. Gao, Z. Jiang, Associations of adiponectin gene polymorphisms with polycystic ovary syndrome: a meta-analysis. Endocrine 42, 299–306 (2012)
R.W. Grant, K.E. O’Brien, J.L. Waxler, J.L. Vassy, L.M. Delahanty, L.G. Bissett et al., Personalized genetic risk counseling to motivate diabetes prevention: a randomized trial. Diabetes Care 36, 13–19 (2013)
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This work was supported by the National Basic Research Program of China “973” [2013CB530605].
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Shengrong Ouyang and Dingding Cao have contributed equally to this work.
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12020_2014_317_MOESM5_ESM.tif
Meta-analysis of the association of ADIPOQ G276T polymorphism with FBG under a dominant model (TT/TG vs. GG) (TIFF 2601 kb)
12020_2014_317_MOESM6_ESM.tif
Meta-analysis of the association of ADIPOQ G276T polymorphism with F-insulin under a dominant model (TT/TG vs. GG) (TIFF 2454 kb)
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Ouyang, S., Cao, D., Liu, Z. et al. Meta-analysis of the association of ADIPOQ G276T polymorphism with insulin resistance and blood glucose. Endocrine 47, 749–757 (2014). https://doi.org/10.1007/s12020-014-0317-8
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DOI: https://doi.org/10.1007/s12020-014-0317-8