Abstract
Aims/hypothesis
The receptor for AGE (RAGE) is considered to be mainly an intracellular signal-transducer or pro-inflammatory peptide of possible importance for inflammation and autoimmune diseases. Our aim was to study whether the −374 T/A polymorphism in the gene encoding RAGE (AGER) is associated with diabetes type and presence of diabetic complications.
Methods
The AGER −374 T/A polymorphism was genotyped in 867 type 1 diabetic patients, 2,467 type 2 diabetic patients and 205 non-diabetic control subjects of Scandinavian origin.
Results
AGER polymorphism was related to different HLA-DQB1 genotypes and the presence of diabetic complications. Type 1 diabetic patients had a higher frequency of the AGER −374 A/A or T/A genotypes than type 2 diabetic patients (51.1 vs 44.9%, p=0.002) and control subjects (51.1 vs 47.6%, p=0.0006). The RAGE −374 T/A polymorphism was associated with HLA-DQB1 genotypes; patients with HLA risk genotypes had a higher frequency of the A/A or T/A genotypes than patients with other HLA-DQB1 genotypes (60.3 vs 40.3%, p<0.000001). In type 1 diabetic patients, the frequency of the A/A or T/A genotypes was higher in patients with diabetic nephropathy than without (61.1 vs 46.8%, p=0.006) and with sight-threatening retinopathy than without (56.1 vs 47.6%, p=0.03). In type 2 diabetic patients with HbA1c values below the median, the T/T genotype was more frequent in patients with diabetic nephropathy than without (54.3 vs 38.2%, p=0.02).
Conclusions/interpretation
Our results show an association between the AGER −374 T/A polymorphism and type 1 diabetes. This association was HLA-DQB1-dependent. The polymorphism was associated with diabetic nephropathy in both type 1 and type 2 diabetes, in an HbA1c-dependent manner in the latter group, and also with sight-threatening retinopathy in type 1 diabetic patients.
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Introduction
Poor glycaemic control, elevated blood pressure and smoking are well-established risk factors for the development of diabetic microvascular complications [1, 2]. However, the molecular pathophysiology is not yet fully understood. Three major pathways have been suggested to be involved in the pathogenesis of diabetic complications, i.e. glucose-induced activation of protein kinase C isoforms [3], increased flux through the aldose reductase pathway [4] and increased formation of glucose-derived AGEs [5]. Formation of AGEs is increased in diabetes due to chronic hyperglycaemia; blocking the formation of AGEs by aminoguanidine [6] or administration of soluble protein for RAGE (sRAGE) [7] prevents untoward effects of AGEs on the vascular wall in diabetic animals. AGEs are elevated in kidney failure, and in a recent study we have shown that the serum levels of hydroimidazolone are elevated in type 2 diabetic patients with retinopathy compared with those without [8].
Several receptors that mediate endocytosis and degradation of AGE-modified molecules have been identified [9]. One of these receptors is RAGE, which is a multiligand member of the immunoglobulin superfamily. It is less efficient in AGE endocytosis than the macrophage scavenger receptor [10], and might therefore mainly be considered as an intracellular signal and transducer or proinflammatory peptide [9]. The S allele of the gene encoding RAGE (AGER) G82S polymorphism has been shown to be more prevalent in patients with rheumatoid arthritis, suggesting that this gene also might be of importance in human autoimmune diseases [11]. In diabetic NOD mice the inhibition of the RAGE receptor seems to delay the onset of the disease [12].
There is a strong linkage disequilibrium between alleles at a number of loci in the major MHC on the short arm of chromosome 6, which also harbours the AGER 6p21.3.
Several polymorphisms in the AGER have been identified and associated with diabetic complications. Hudson et al. demonstrated that three polymorphisms (−429 T/C, −374 T/A and a 63 bp insertion/deletion polymorphism) increased transcriptional activity 2–4-fold. The −374A allele influenced binding to a transcription factor-binding site leading to upregulation of AGER transcription. All three polymorphisms were located at the 5′ flanking region of the AGER; the 63 bp insertion/deletion polymorphism overlapped with the −374 T/A polymorphism. The −429 T/C and −374 T/A polymorphism were prevalent, while 63 bp I/D was rare (1–2%) [13, 14].
Hudson et al. also showed an association between the −429 T/C polymorphism and retinopathy in type 2 diabetic patients [13]. However, other association studies have failed to demonstrate an association between these polymorphisms and diabetic retinopathy [15, 16] or nephropathy [17]. As is often the case in association studies of a polygenic disease, many of these studies have been underpowered. Interestingly, Pettersson-Fernholm et al. [18] found an association between the −374 T/A polymorphism and diabetic nephropathy in Finnish type 1 diabetic patients with high HbA1c [18]. They also showed a significant association between the AGER −374 T/A polymorphism and macrovascular disease; a similar association with cardiovascular disease had previously been demonstrated both in type 2 diabetic patients and in non-diabetic subjects [19–21]. Patients homozygous for the minor allele (A/A) had a reduced risk for cardiovascular disease.
Our aim was to perform a comprehensive association study in patients with both type 1 and type 2 diabetes, selected from a large local diabetes registry in Southern Sweden, to define whether the common AGER −374 T/A polymorphism was associated with the type of diabetes per se and/or with diabetic nephropathy, retinopathy, neuropathy and cardiovascular complications in particular. Given the fact that the gene encoding RAGE is located on the short arm of chromosome 6 close to the HLA locus, we also related the findings to the presence of HLA-DQB1 risk genotypes.
Subjects and methods
Subjects
Patients from a local diabetes registry in Southern Sweden [22], most of them enrolled at the Department of Endocrinology, University Hospital MAS, Malmo, formed the basis of the present study. A total of 4,205 patients and 205 Scandinavian, non-diabetic control subjects were genotyped for the −374 T/A AGER polymorphism. Patients were classified as having type 1 (n=967) or type 2 (n=3,238) diabetes by the attending physician using the World Health Organization (WHO) guidelines of 1985 [23] or, when diagnosed after 1 January 2001, according to the new WHO guidelines [24]. In general, classification of type 1 diabetes was based on the presence of severe hyperglycaemia and/or ketosis at diagnosis, low fasting C-peptide levels and presence of GAD antibodies (GADA). Of all patients classified as having type 1 diabetes, 91.0% had fasting C-peptide <0.3 nmol/l and 54.9% were GADA-positive; in total 97.5% were either GADA-positive or had low C-peptide (<0.3 nmol/l). The majority of both type 1 (90%) and type 2 (76%) patients were of Scandinavian descent.
The Ethics committee of Malmo/Lund approved the study. Informed consent was obtained from all patients.
Analytical techniques
A detailed description of analytical and genotyping techniques can be found in the Electronic Supplementary Material.
Assessment of complications
Diabetic nephropathy
Diabetic nephropathy was defined as the presence of macroalbuminuria. Macroalbuminuria was considered present when at least two values above the cut-off limit for macroalbuminuria were recorded. One positive measurement only was considered as macroalbuminuria if the patient thereafter was treated with ACE inhibitors or angiotensin II receptor blockers or if the patient had previously had persistent microalbuminuria. Patients with other kidney diseases or onset of microalbuminuria after 70 years of age were excluded from the analysis. Normoalbuminuria required that all urinary albumin measurements were in the normal range, otherwise the albuminuria status was considered unknown. Duration of albuminuria was calculated from the onset of microalbuminuria when known, or from the latest measurement with no albuminuria. If not known (60% of all the cases with micro- or macroalbuminuria, 39% in type 1 diabetic patients), the duration was calculated from the first registered value with micro- or macroalbuminuria. When calculating the genotype frequencies in patients with normoalbuminuria, only patients with diabetes duration ≥10 years were included.
Diabetic retinopathy
Information about the retinopathy status was available in 2,722 patients. Patients were divided into two groups: subjects with no or non-proliferative retinopathy and subjects with sight-threatening retinopathy, which included patients with proliferative retinopathy and/or photocoagulation treatment (focal/grid or panretinal). The duration of sight-threatening retinopathy was defined from the first information of diagnosis or laser treatment. When calculating the genotype frequencies in patients without sight-threatening retinopathy only those with a diabetes duration ≥10 years were included.
Diabetic neuropathy
Peripheral sensory neuropathy was assessed by measuring vibration sensation thresholds by a biothesiometer on the medial malleoli (Bio-Thesiometer; Bio-Medical Instruments, Newbury, OH, USA) and defined as a threshold ≥25 V. The vibration sensation threshold was known in 2,744 cases. The duration was calculated from the first value ≥25 V, but in 82% of the cases, the true onset of neuropathy was not known. When calculating the genotype frequencies for patients with vibration threshold <25 V, only patients with a diabetes duration ≥10 years were included.
Macrovascular disease
Macrovascular disease was defined as previous myocardial infarction and/or stroke. The duration in relation to the onset of diabetes was calculated from the first episode of one of these conditions or, when not known, from the date this was updated in the patient record.
Statistical analysis
Data are presented as mean±SD or as median (25th–75th percentile). Fisher’s exact test was used to test for significance of differences. To test differences between group means, the Student’s two-tailed t test was used for normally distributed values and the Mann–Whitney U test for non-normally distributed medians. In order to assess factors associated with diabetic nephropathy and retinopathy, respectively, a multiple logistic regression analysis with forward selection was performed. All data were analysed with a NCSS 2000 (NCSS statistical software, Kaysville, UT, USA). A p value <0.05 was considered statistically significant. Power analysis was made using Genetic Power calculator. The genotype relative risk was estimated as 1.5 for both heterozygous T/A and homozygous A/A (dominative model) [25].
Results
The frequencies of AGER −374 T/A genotypes were: T/T 49.0%, T/A 43.7% and A/A 7.3% in Scandinavian type 1 diabetic patients (n=867), 55.1%, 38.4% and 6.5% in Scandinavian type 2 diabetic patients (n=2,453), respectively, and 62.4%, 32.7% and 4.9% in non-diabetic control subjects (n=205), respectively (Table 1). The AGER T/A or A/A genotype was more frequent in type 1 diabetic patients compared with control subjects (p=0.0006) and compared with type 2 diabetic patients (p=0.002). Genotype frequencies also different between type 2 diabetic patients and control subjects (p=0.048); this difference was, however, not significant when adjusting for multiple comparisons and the allele frequencies did not differ between type 2 diabetic patients and control subjects. After stratification for HLA-DQB1 risk genotype there was no difference in the AGER −374 T/A polymorphism between type 1 diabetic patients, type 2 diabetic patients and control subjects (results not shown).
Type 2 diabetic patients of other origin had significantly different genotype frequencies than Scandinavian patients (47.1%, 41.9% and 11.0%, respectively; n=785, p=0.00003, df=2). There were only 100 patients with type 1 diabetic patients of non-Scandinavian origin and no differences in genotype frequencies were seen between the two ethnic groups. For further analysis, all calculations were performed separately for type 1 and type 2 diabetic subjects, and only subjects of Scandinavian origin were included. The frequency of AGER 63 bp insertion/deletion polymorphism was 1.6% and in non-Scandinavian type 1 and 4.7% type 2 diabetic patients. Corresponding values for Scandinavian patients were 0.6% and 0%.
Association between AGER −374 T/A polymorphism and HLA-DQB1 genotypes
The AGER −374 T/A polymorphism was associated with HLA-DQB1 genotypes in type 1 and type 2 diabetes (Table 2). The genotypes with the minor allele A (A/A or A/T) were more common in patients with high-risk HLA-DQB1 genotypes DQB1*02/0302, DQB1*0302/X and DQB1*0302/0604 compared with subjects with protective or neutral genotypes in both type 1 diabetic (60.2 vs 36.9%, p<0.000001) and type 2 diabetic (60.3 vs 41.5%, p<0.000001) patients. This was mainly due an association with the HLA-DQB1*0302 and DQB1*02 alleles. Patients with the DQB1*0302 allele had a higher frequency of AGER −374 A/A or T/A genotypes than patients without the DQB1*0302 allele (61.3 vs 35.4%, p<0.000001), while the opposite was true for patients with the DQB1*02 allele (35.8 vs 57.1%, p<0.000001). In a logistic regression analysis with age at onset of diabetes, diabetes duration, sex, T/T genotype and DQB1*02 allele as independent variables, the DQB1*02 allele, but not the T/T genotype was independently associated with GADA positivity in type 1 diabetic patients (results not shown).
Association between AGER −374 T/A polymorphism and diabetic nephropathy
Type 1 diabetic patients with macroalbuminuria had lower age at diabetes diagnosis, longer diabetes duration, higher HbA1c and systolic and diastolic blood pressure levels and were more often smokers than patients with normal AER (Table 3). Type 2 diabetic patients with diabetic nephropathy were younger, had longer diabetes duration and were younger at diabetes diagnosis, had higher BMI, HbA1c and systolic blood pressure and were more often smokers than type 2 diabetic patients with normoalbuminuria.
Type 1 diabetic patients with diabetic nephropathy had a higher frequency of the A/A or T/A genotype (61.1%) compared with those with normoalbuminuria and ≥10 years of diabetes duration (46.8%; p=0.006) (Table 4). In a multiple logistic regression analysis with macroalbuminuria as dependent variable, the A/A or T/A genotype was independently associated with a higher risk of macroalbuminuria (odds ratio [OR]=1.93, p=0.008) in type 1 diabetic subjects (Table 5). There was no difference in AGER genotype frequencies between type 2 diabetic patients with and without macroalbuminuria. In a multiple logistic regression analysis age, diabetes duration, systolic blood pressure, HbA1c and male sex, but not AGER −374 T/A polymorphism, were associated with diabetic nephropathy in type 2 diabetes. Because a previous study has suggested a possible interaction of the metabolic control and the effect of AGER −374 T/A polymorphism on diabetic nephropathy [18], we also tested the genotype frequencies in patients with HbA1c below and above the median. Type 2 diabetic patients with HbA1c below the median and with diabetic nephropathy had a lower frequency of the A/A or T/A genotypes than those with low HbA1c and normoalbuminuria (38.2 vs 54.3%, p=0.04) (Table 6). The frequency of A allele was higher in type 1 diabetic patients with nephropathy than without (35 vs 27%, p=0.03). No difference in allele frequencies was observed in type 2 diabetic patients with or without diabetic nephropathy (minor allele frequency 25% and 28%, respectively).
Association between AGER −374 T/A polymorphism and diabetic retinopathy
Data on the retinopathy status were available from 2,737 subjects (848 with type 1 and 1,874 with type 2 diabetes). AGER −374 A/A or T/A genotypes were more common in type 1 diabetic patients with than without sight-threatening retinopathy (56.1 vs 47.6%, p=0.04). The frequency of A allele was higher in patients with sight-threatening retinopathy than in those without (32 vs 27%, p=0.03). However, no association with sight-threatening retinopathy and AGER polymorphism was seen in a multiple regression analysis (Table 7). Stratifying for glycaemic control did not change the picture (Table 6). In type 2 diabetic patients the AGER −374 T/A polymorphism was not associated with sight-threatening retinopathy either in all patients or in patients stratified for glycaemic control (Tables 4 and 6). There was no difference in allele frequencies in type 2 diabetic patients with or without sight-threatening retinopathy (minor allele frequency 28% in both groups).
Association between AGER −374 T/A polymorphism and diabetic neuropathy
Information about neuropathy based upon assessment of vibration threshold was available from 2,187 patients (770 with type 1 diabetes and 1,417 with type 2 diabetes). The genotype frequencies of the AGER −374 T/A polymorphism did not differ between patients with or without neuropathy (Table 4), either in all patients or in patients with HbA1c above and below the median (Table 6). In a multiple logistic regression analysis age, diabetes duration, HbA1c, systolic blood pressure and male sex were associated with diabetic neuropathy in both type 1 and type 2 diabetes (results not shown). In addition, in type 2 diabetes, the AGER −374 T/A polymorphism was also an independent predictor. The A/A or T/A genotypes were associated with lower risk for diabetic neuropathy (OR=0.77, p=0.04). There was no difference in allele frequencies in type 1 or in type 2 diabetic patients with or without diabetic neuropathy (frequency of minor allele in type 1 diabetes 28% in both groups, in type 2 diabetes 25% and 27%, respectively).
Association between AGER −374 T/A polymorphism and macrovascular complications
Information on previous myocardial infarction or stroke was available from 2,275 patients (753 with type 1 and 1,522 with type 2 diabetes). There was no difference in the genotype frequency between patients with and without macrovascular complications (Table 4). A multiple logistic regression analysis with age, diabetes duration, plasma cholesterol, HDL-cholesterol and triglycerides, sex, current smoking, systolic and diastolic blood pressure and AGER −374 T/A genotype as independent variables did not show any independent effect of the AGER polymorphism on macrovascular complications (results not shown). There was no difference in allele frequencies in type 1 or in type 2 diabetic patients with or without macrovascular complications (frequency of minor allele in type 1 diabetes 31% and 29%, in type 2 diabetes 23% and 27%, respectively, p=0.05).
HLA-DQB1 genotype and diabetic complications
There was no difference in the frequency of diabetic complications between type 1 and type 2 diabetic subjects between carriers of different HLA-DQB1 genotypes or carriers of HLA-DQB1 risk genotypes vs non-risk genotypes (results not shown). Table 8 shows the frequency of AGER −374 T/A polymorphism in relation to diabetic complications when stratified for HLA-DQB1 risk genotypes. In type 1 diabetic patients with HLA-DQB1 risk genotype the frequency of T/A or A/A genotype was higher in patients with diabetic nephropathy than in those without nephropathy (69.9 vs 49.7%, p=0.004) and also in patients with sight-threatening retinopathy than in patients without (65.7 vs 55.2%, p=0.04). Adding the HLA-DQB1 risk genotype into the logistic regression analysis showed that the AGER T/A or A/A genotype was still an independent risk factor for diabetic nephropathy in type 1 diabetic patients (OR=1.93, p=0.01), even when the HLA-DQB1 risk genotype was included in the analysis. However, the HLA-DQB1 risk genotype (OR=1.59, p=0.01), but not the AGER −374 T/A polymorphism, was an independent risk factor for sight-threatening retinopathy in type 1 diabetic patients.
In type 2 diabetic patients with the HLA-DQB1 risk genotype, the T/A and A/A genotype was more common in patients with sight-threatening retinopathy than in those without (82.1 vs 54.1%, p=0.01). When HLA-DQB1 risk genotype was included in the logistic regression model, neither the AGER polymorphism nor the HLA-DQB1 risk genotype was an independent risk factor for sight-threatening retinopathy in type 2 diabetic patients (results not shown).
The AGER −374 T/A polymorphism was not associated with diabetic neuropathy even when stratified for HLA-DQB1 risk genotypes (Table 8).
No significant difference in AGER −374 T/A polymorphism was observed between type 1 diabetic patients with or without macrovascular disease after stratification for HLA-DQB1 risk genotypes. However, the HLA-DQB1 risk genotype itself was associated with macrovascular disease in type 1 diabetic patients, because the protective genotypes were significantly associated with increased frequency of macrovascular disease (OR=1.82, p=0.02). Indeed, the AGER T/A or A/A genotype was less common in type 2 diabetic patients (having HLA-DQB1 risk genotype) with than without macrovascular disease (44.1 vs 66.4%, p=0.03). Neither the AGER polymorphism nor the HLA-DQB1 risk genotype was a significant risk factor for macrovascular disease in type 2 diabetes when the HLA-DQB1 risk genotype was added to the model (results not shown).
Discussion
A novel finding of the present study was the strong association between AGER −374 T/A polymorphism and HLA-DQB1 genotype (Table 2). This is not surprising, as the AGER receptor is located on the chromosome 6 in the MHC region. This region is very gene-dense and contains a number of inflammatory genes [26]. A special feature of the MHC is the strong linkage disequilibrium between alleles at a number of loci [27, 28].
The frequency of AGER polymorphism varied according to type of diabetes and ethnic background. The AGER −374 T/A or A/A genotypes were more frequent in type 1 diabetic patients than in non-diabetic control subjects and in type 2 diabetic patients. There was also a borderline significance between type 2 diabetic patients and control subjects; however, the difference was small and may be due to type I error. A larger control group would be needed to definitely be able to solve this issue. The differences in AGER polymorphism frequency between type 1 and type 2 diabetic patients seemed to be a consequence of the differences in HLA haplotypes, because the stratification for HLA-DQB1 risk genotype abolished these differences. The AGER −374 polymorphism was not independently associated with GADA positivity, whereas the DQB1*02 allele showed a strong association with GADA positivity [29].
We also showed that the minor allele A (A/A or T/A genotype) is a risk factor for diabetic nephropathy and sight-threatening retinopathy in type 1 diabetic, but not in type 2 diabetic subjects. The association between AGER −374 T/A polymorphism and diabetic nephropathy and sight-threatening retinopathy was independent of HLA-DQB1 genotypes. The association with diabetic nephropathy was also independent of metabolic control, blood pressure and other known risk factors (Table 5). Intriguingly, in type 2 diabetic patients with low HbA1c, the A allele seems to protect against diabetic nephropathy. A similar trend, although not statistically significant, was seen for diabetic retinopathy, neuropathy and macrovascular complications, the A/A or T/A genotypes being less frequent with than without retinopathy, neuropathy and macrovascular complications in type 2 diabetic patients with good metabolic control. One explanation could be that the AGER polymorphism itself would influence glycaemic control. However, the HbA1c did not differ between the different genotype carriers in type 1 diabetes (T/T 7.38%, T/A 7.48%, A/A 7.58%) or in type 2 diabetes (T/T 6.88%, T/A 6.78%, A/A 6.99%).
Clearly our study had enough power to detect differences in the allele frequencies in nephropathy in type 1 diabetic patients. Assuming genotypic relative risk of 1.5, the power was >94% to detect differences in diabetic retinopathy, neuropathy and macrovascular disease in both type 1 and type 2 diabetic patients, and also to detect possible differences in nephropathy in type 2 diabetic patients (α=0.05). Therefore, it seems clear that the AGER −374 T/A polymorphism is mainly a risk factor for diabetic nephropathy in type 1 diabetic patients and seems to have a minor impact, if any, in other complications and in type 2 diabetic patients. The p value of 0.006 observed in type 1 diabetic patients with and without diabetic nephropathy is still significant even if corrected for multiple comparisons (four).
It has been assumed that the underlying pathophysiological mechanism leading to late diabetic complications are similar in type 1 and type 2 diabetes, but different modifying factors may be operative in the two forms of diabetes, including genetic factors. One such genetic factor could be polymorphism in the gene encoding RAGE. In fact, in the current study the AGER polymorphism showed almost opposite effects on late diabetic complications in type 1 and type 2 diabetes. Whereas the increased risk conferred by the AGER polymorphism was straightforward in type 1 diabetes (microangiopathy), the effect was much more complex in type 2 diabetes, suggesting that other factors, such as insulin resistance [30, 31], hypertension, obesity, dyslipidaemia and ischaemic renal disease, but also other genetic factors, might be of greater importance in the development of diabetic complications in type 2 than in type 1 diabetes.
Our observation that the A allele was a risk factor for diabetic nephropathy conflicts with a recent study in Finnish type 1 diabetic patients, in whom the A/A genotype was protective in patients with high HbA1c [18]. Similarly, studies on macrovascular disease in type 2 diabetic and in non-diabetic patients [19–21] have shown a protective role of the A allele. However, several other studies support the role of A allele as a risk factor rather than a protective factor against diabetic complications. The A allele has shown to have a threefold increased transcriptional activity and it has been shown that overexpression of AGER in a double transgenic diabetic mouse led to enhanced albuminuria, mesangial expansion and glomerulosclerosis [32]. Similarly, treatment with sRAGE can decrease the risk of nephropathy in the db/db mouse [33]. It would therefore be plausible to expect that the A allele is more frequent in patients with than without complications. Our observation that the A allele is a risk factor for diabetic nephropathy and retinopathy is therefore in accordance with these previous observations [13, 32, 33].
There are several possible explanations for the differences observed in this study and the FinnDiane study [18], such as differences in study design and ethnic background. The frequency of AGER −374 T/A polymorphism was strongly dependent on the HLA-DQB1 genotype, the frequency of which can vary in different populations [34], and therefore also the frequency of AGER −374 T/A polymorphism. The frequency of the 63 bp insertion/deletion polymorphism was also lower in Scandinavian patients than in patients of other origins. Because the deletion allele has a fourfold increased transcriptional activity, a higher prevalence in certain populations could confer increased susceptibility to diabetic complications in these populations. Finally, because of its location in the MHC region and the strong linkage disequilibrium between different HLA loci, it is possible that at least some of the associations found with the AGER and diabetic complications may in fact be due to variations in other genes in the same region. A few but not all previous studies have shown an association between diabetic nephropathy or retinopathy and HLA genotype [35–38]. We could not find any direct association between HLA-DQB1 risk genotype and diabetic complications. However, the association between AGER −374 T/A polymorphism and diabetic nephropathy and retinopathy in type 1 diabetic patients was only significant in patients with HLA-DQB1 risk genotype (Table 8). Intriguingly, macrovascular disease was associated with AGER −374 T/A polymorphism in type 2 diabetic patients with HLA-DQB1 risk genotype, the T/T genotype being more frequent in patients with macrovascular disease than in those without. Given the small number of type 2 diabetic patients having the HLA-DQB1 risk genotype and the fact that the figures are not corrected for multiple comparisons, we cannot exclude a type I error. The MHC region is very gene-dense and many of the genes are involved in inflammation and therefore also possible candidate genes for diabetic complications. Recently, the TNF-α 308 G/A polymorphism has been shown to be associated with diabetic nephropathy in obese Chinese type 2 diabetic patients [39]. Another possible confounder is the LTA T60N polymorphism that has previously been associated with insulin resistance and type 2 diabetes [40].
Taken together, our results suggest that AGER −374 T/A polymorphism is associated with diabetic complications, most strongly with diabetic nephropathy. The fact that the HLA-DQB1 genotype is associated with this polymorphism explains the observed differences in the genotype frequency of AGER polymorphism between type 1 and type 2 diabetes. The association of the AGER −374 T/A polymorphism and late diabetic complications seems to be much more complex than previously thought, and could explain why previous studies have failed to show any association between diabetic complications and AGER −374 T/A polymorphism. There seems to be a difference in how this polymorphism affects the risk of diabetic complications depending both on the type of diabetes and on degree of metabolic control. Finally, we cannot exclude the possibility that other gene variations in the same region play a role in the development of diabetic complications.
Abbreviations
- GADA:
-
GAD antibodies
- OR:
-
odds ratio
- RAGE:
-
receptor for AGE
- sRAGE:
-
soluble RAGE
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This study was supported by Skane County Council Research and Development Foundation and the Medical Research Council of Lundberg.
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Lindholm, E., Bakhtadze, E., Sjögren, M. et al. The −374 T/A polymorphism in the gene encoding RAGE is associated with diabetic nephropathy and retinopathy in type 1 diabetic patients. Diabetologia 49, 2745–2755 (2006). https://doi.org/10.1007/s00125-006-0412-3
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DOI: https://doi.org/10.1007/s00125-006-0412-3