Abstract
The association between diabetic nephropathy (DN) and the XbαI polymorphism in the GLUT1 gene has been investigated in several case-control studies. These studies rendered contradictory results: the allele XbαI(−) was shown either to be a risk factor or neutral, or even protective for the development of the disease. To shed some light on these inconclusive findings, a meta-analysis of all available studies relating the XbαI polymorphism to the risk of developing DN was conducted. Five out of six identified studies included Caucasian populations, and only one involved samples from an Asian population. Overall, the meta-analysis suggested large heterogeneity between studies (P<0.01, I2=68%) and lack of association between allele XbαI(−) and the risk of developing DN relative to allele XbαI(+): random effects odds ratio (OR)=1.26 [95% CI (0.93, 1.69)]. Excluding one study with the controls not in Hardy–Weinberg equilibrium, the sensitivity analysis revealed that heterogeneity (P=0.28, I2=21%) could be explained, and then, there is an overall association: fixed effects OR=1.34 [95% CI (1.13, 1.60)]. Then, significant ORs were also found on analysis of subgroups: for the Caucasian population, fixed effects OR=1.29 [95% CI (1.08, 1.56)] and for the type 2 diabetic patients fixed effects OR=1.69 [95% CI (1.09, 2.63)]. In type 1 diabetes, there is a moderate heterogeneity (P=0.19, I2=41%) with fixed effects OR=1.29 [95% CI (1.06, 1.56)] and random effects OR=1.32 [95% CI (1.01, 1.71)]. There is a source of bias in the selected studies: large studies failed to show association while small studies claimed an association. Although there is evidence of association between GLUT1 and DN, the above findings reinforce the need for further and more rigorous association studies.
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References
The Diabetes Control and Complications Trial Research Group (1993) The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med 329:977–986
S.A.G.E. Statistical analysis for genetic epidemiology. (2003) Computer program package available from Statistical Solutions Ltd, Cork, Ireland
Cardon LR, Palmer LJ (2003) Population stratification and spurious allelic association. Lancet 361:598–604
Cochran WG (1954) The combination of estimates from different experiments. Biometrics 10:101–129
de Jong DJ, van der Logt EM, van Schaik A, Roelofs HM, Peters WH, Naber TH (2003) Genetic polymorphisms in biotransformation enzymes in Crohn’s disease: association with microsomal epoxide hydrolase. Gut 52:547–551
Egger M, Davey SG, Schneider M, Minder C (1997) Bias in meta-analysis detected by a simple, graphical test. BMJ 315:629–634
Grzeszczak W, Moczulski DK, Zychma M, Zukowska-Szczechowska E, Trautsolt W, Szydlowska I (2001) Role of GLUT1 gene in susceptibility to diabetic nephropathy in type 2 diabetes. Kidney Int 59:631–636
Gutierrez C, Vendrell J, Pastor R, Broch M, Aguilar C, Llor C, Simon I, Richart C (1998) GLUT1 gene polymorphism in non-insulin-dependent diabetes mellitus: genetic susceptibility relationship with cardiovascular risk factors and microangiopathic complications in a Mediterranean population. Diabetes Res Clin Pract 41:113–120
Heilig CW, Concepcion LA, Riser BL, Freytag SO, Zhu M, Cortes P (1995) Overexpression of glucose transporters in rat mesangial cells cultured in a normal glucose milieu mimics the diabetic phenotype. J Clin Invest 96:1802–1814
Heilig CW, Liu Y, England RL, Freytag SO, Gilbert JD, Heilig KO, Zhu M, Concepcion LA, Brosius FC, III (1997) D-glucose stimulates mesangial cell GLUT1 expression and basal and IGF-I-sensitive glucose uptake in rat mesangial cells: implications for diabetic nephropathy. Diabetes 46:1030–1039
Higgins JP, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. BMJ 327:557–560
Hodgkinson AD, Millward BA, Demaine AG (2001) Polymorphisms of the glucose transporter (GLUT1) gene are associated with diabetic nephropathy. Kidney Int 59:985–989
Imperatore G, Hanson RL, Pettitt DJ, Kobes S, Bennett PH, Knowler WC (1998) Sib-pair linkage analysis for susceptibility genes for microvascular complications among Pima Indians with type 2 diabetes. Pima Diabetes Genes Group. Diabetes 47:821–830
Ioannidis JP (1998) Effect of the statistical significance of results on the time to completion and publication of randomized efficacy trials. JAMA 279:281–286
Ioannidis JP, Trikalinos TA, Ntzani EE, Contopoulos-Ioannidis DG (2003) Genetic associations in large versus small studies: an empirical assessment. Lancet 361:567–571
Iyengar SK, Fox KA, Schachere M, Manzoor F, Slaughter ME, Covic AM, Orloff SM, Hayden PS, Olson JM, Schelling JR, Sedor JR (2003) Linkage analysis of candidate loci for end-stage renal disease due to diabetic nephropathy. J Am Soc Nephrol 14:S195–S201
Krolewski AS, Warram JH, Rand LI, Kahn CR (1987) Epidemiologic approach to the etiology of type I diabetes mellitus and its complications. N Engl J Med 317:1390–1398
Larkins RG, Dunlop ME (1992) The link between hyperglycaemia and diabetic nephropathy. Diabetologia 35:499–504
Lau J, Antman EM, Jimenez-Silva J, Kupelnick B, Mosteller F, Chalmers TC (1992) Cumulative meta-analysis of therapeutic trials for myocardial infarction. N Engl J Med 327:248–254
Lau J, Ioannidis JP, Schmid CH (1997) Quantitative synthesis in systematic reviews. Ann Intern Med 127:820–826
Lindner TH, Monks D, Wanner C, Berger M (2003) Genetic aspects of diabetic nephropathy. Kidney Int 63 (Suppl 84):S186–S191
Liu ZH, Guan TJ, Chen ZH, Li LS (1999) Glucose transporter (GLUT1) allele (XbaI-) associated with nephropathy in non-insulin-dependent diabetes mellitus. Kidney Int 55:1843–1848
Mahadevan P, Larkins RG, Fraser JR, Fosang AJ, Dunlop ME (1995) Increased hyaluronan production in the glomeruli from diabetic rats: a link between glucose-induced prostaglandin production and reduced sulphated proteoglycan. Diabetologia 38:298–305
Moczulski DK, Rogus JJ, Antonellis A, Warram JH, Krolewski AS (1998) Major susceptibility locus for nephropathy in type 1 diabetes on chromosome 3q: results of novel discordant sib-pair analysis. Diabetes 47:1164–1169
Mogyorosi A, Ziyadeh FN (1999) GLUT1 and TGF-beta: the link between hyperglycaemia and diabetic nephropathy. Nephrol Dial Transplant 14:2827–2829
Ng DP, Canani L, Araki S, Smiles A, Moczulski D, Warram JH, Krolewski AS (2002) Minor effect of GLUT1 polymorphisms on susceptibility to diabetic nephropathy in type 1 diabetes. Diabetes 51:2264–2269
Ntais C, Polycarpou A, Ioannidis JP (2003a) Association of the CYP17 gene polymorphism with the risk of prostate cancer: a meta-analysis. Cancer Epidemiol Biomarkers Prev 12:120–126
Ntais C, Polycarpou A, Ioannidis JP (2003b) SRD5A2 gene polymorphisms and the risk of prostate cancer: a meta-analysis. Cancer Epidemiol Biomarkers Prev 12:618–624
Pritchard JK, Rosenberg NA (1999) Use of unlinked genetic markers to detect population stratification in association studies. Am J Hum Genet 65:220–228
Quinn M, Angelico MC, Warram JH, Krolewski AS (1996) Familial factors determine the development of diabetic nephropathy in patients with IDDM. Diabetologia 39:940–945
Satten GA, Flanders WD, Yang Q (2001) Accounting for unmeasured population substructure in case-control studies of genetic association using a novel latent-class model. Am J Hum Genet 68:466–477
Silverman EK, Palmer LJ (2000) Case-control association studies for the genetics of complex respiratory diseases. Am J Respir Cell Mol Biol 22:645–648
Strojek K, Grzeszczak W, Morawin E, Adamski M, Lacka B, Rudzki H, Schmidt S, Keller C, Ritz E (1997) Nephropathy of type II diabetes: evidence for hereditary factors? Kidney Int 51:1602–1607
Tarnow L, Grarup N, Hansen T, Parving HH, Pedersen O (2001) Diabetic microvascular complications are not associated with two polymorphisms in the GLUT-1 and PC-1 genes regulating glucose metabolism in Caucasian type 1 diabetic patients. Nephrol Dial Transplant 16:1653–1656
Valderrábano F, Berthoux FC, Jones EH, Mehls O (1996) Report on management of renal failure in Europe, XXV, 1994 end stage renal disease and dialysis report. The EDTA-ERA Registry. European Dialysis and Transplant Association- European Renal Association. Nephrol Dial Transplant 11(Suppl 1):S2–S21
Vardarli I, Baier LJ, Hanson RL, Akkoyun I, Fischer C, Rohmeiss P, Basci A, Bartram CR, Van Der Woude FJ, Janssen B (2002) Gene for susceptibility to diabetic nephropathy in type 2 diabetes maps to 18q22.3–23. Kidney Int 62:2176–2183
Weir BS (1996) Genetic data analysis II: Methods for discrete population genetic data. Sinauer Associates, Sunderland MA, USA
Weiss ST, Silverman EK, Palmer LJ (2001) Case-control association studies in pharmacogenetics. Pharmacogenomics J 1:157–158
Whitehead A (1997) A prospectively planned cumulative meta-analysis applied to a series of concurrent clinical trials. Stat Med 16:2901–2913
Whitehead A (2002) Meta-analysis of controlled clinical trials. Wiley, Chichester
Xu J, Turner A, Little J, Bleecker ER, Meyers DA (2002) Positive results in association studies are associated with departure from Hardy–Weinberg equilibrium: hint for genotyping error? Hum Genet 111:573–574
Zintzaras E, Hadjigeorgiou GM (2004) Association of paraoxonase 1 (PON1) gene polymorphisms with risk of Parkinson’s disease: a meta-analysis. J Hum Genet 49:474–481
Zintzaras E, Ioannidis JP (2004) Heterogeneity testing in meta-analysis of genome searches. Genet Epidem 28:123–137
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We thank Thomas Trikalinos for comments and discussion.
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Zintzaras, E., Stefanidis, I. Association between the GLUT1 gene polymorphism and the risk of diabetic nephropathy: a meta-analysis. J Hum Genet 50, 84–91 (2005). https://doi.org/10.1007/s10038-004-0224-6
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DOI: https://doi.org/10.1007/s10038-004-0224-6
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