Review Article Effect of vitamin D supplementation on glycaemic control and insulin resistance: a systematic review and meta-analysis
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1 Review Article Effect of vitamin D supplementation on glycaemic control and insulin resistance: a systematic review and meta-analysis P. S. George, E. R. Pearson and M. D. Witham Ninewells Hospital and Medical School, University of Dundee, Dundee, UK Accepted 30 March 2012 DOI: /j x Abstract Aims To systematically review the evidence for the effect of vitamin D supplementation on glycaemia, insulin resistance, progression to diabetes and complications of diabetes. Methods Systematic review and meta-analysis. We searched databases including MEDLINE, EMBASE and the Cochrane Library for randomized controlled trials comparing vitamin D or analogues with placebo. We extracted data on fasting glucose, glycaemic control, insulin resistance, insulin C-peptide levels, micro- and macrovascular outcomes and progression from non-diabetes to diabetes. Studies were assessed independently by two reviewers according to a pre-specified protocol. Results Fifteen trials were included in the systematic review. Trial reporting was of moderate, variable quality. Combining all studies, no significant improvement was seen in fasting glucose, HbA 1c or insulin resistance in those treated with vitamin D compared with placebo. For patients with diabetes or impaired glucose tolerance, meta-analysis showed a small effect on fasting glucose ()0.32 mmol l, 95% CI )0.57 to )0.07) and a small improvement in insulin resistance (standard mean difference )0.25, 95% CI )0.48 to )0.03). No effect was seen on glycated haemoglobin in patients with diabetes and no differences were seen for any outcome in patients with normal fasting glucose. Insufficient data were available to draw conclusions regarding micro- or macrovascular events; two trials failed to show a reduction in new cases of diabetes in patients treated with vitamin D. Conclusions There is currently insufficient evidence of beneficial effect to recommend vitamin D supplementation as a means of improving glycaemia or insulin resistance in patients with diabetes, normal fasting glucose or impaired glucose tolerance. Diabet. Med. 29, e142 e150 (2012) Keywords Abbreviation glycaemia, randomized controlled trial, systematic review, vitamin D 25OHD, 25-hydroxyvitamin D Introduction Low 25-hydroxyvitamin D (25OHD) levels are commonly found in patients with both Type 1 and Type 2 diabetes [1 4]. In patients with established diabetes and in the general population, low 25OHD levels are associated with higher fasting glucose and higher levels of glycated haemoglobin [5,6]. Such associations are not only found in cross-sectional studies; low 25OHD levels are Correspondence to: Dr Miles D. Witham, Ageing and Health, Centre for Cardiovascular and Lung Biology, Division of Medical Sciences, Ninewells Hospital, Dundee DD1 9SY, UK. m.witham@dundee.ac.uk associated with a higher probability of future diagnosis of diabetes or metabolic syndrome in prospective population studies [7 9]. There are several mechanisms whereby vitamin D might alter glucose metabolism. Vitamin D is known to have antiinflammatory and immunomodulatory effects [10]. This could influence the autoimmue pathology of Type 1 diabetes, and could ameliorate low-grade chronic inflammation that has been implicated in insulin resistance in Type 2 diabetes [11]. Vitamin D may also stimulate insulin release by pancreatic b-cells [12,13]. Elevated parathyroid hormone levels, consequent on low vitamin D levels, have also been implicated in impaired insulin release from pancreatic b-cells [14]. e142
2 Review article DIABETICMedicine In patients with diabetes, low vitamin D levels predict future macrovascular events [2,4], although evidence for prediction of microvascular events is much less strong [15]. The macrovascular association may be attributable to effects on blood pressure [16], rennin angiotensin system activity [17], endothelial function [3], vascular endothelial growth factor [18] or chronic inflammation. Doubt remains as to whether low vitamin D levels are causal or merely a marker of worse disease or worse health status. Results from previous supplementation studies have been conflicting. A previous systematic review examining the effect of vitamin D supplementation [19] did not find sufficient evidence to draw conclusions as to the effect of supplementation on glycaemic indices. Several new studies have been published in the 4 years since this review, thus we present an up-to-date analysis of the effect of vitamin D supplementation on markers of glycaemia, insulin resistance and their sequelae. Methods Search strategy We performed a systematic review of the literature using a pre-specified protocol according to the guidelines of the Cochrane Collaboration. The objective was to systematically review the evidence that vitamin D can improve insulin resistance and glycaemic control in patients with frank diabetes, patients with impaired glucose tolerance and patients with normal glucose tolerance. We also assessed the evidence that vitamin D supplementation can reduce progression to diabetes. We included randomized controlled trials in the following groups: vitamin D supplementation vs. placebo, vitamin D and calcium supplementation vs. calcium supplementation alone, or vitamin D and calcium supplementation vs. placebo. Calcium was thus permitted as a co-supplement with vitamin D or as a supplement in both arms. Studies including patients with diabetes other than Type 1 or Type 2 diabetes, patients who were already on vitamin D supplementation, patients with end-stage renal failure on dialysis or studies which included patients with primary hyperparathyroidism were excluded. Data sources and study search We searched MEDLINE, Cumulative Index to Nursing and Allied Health (CINAHL), EMBASE and the Cochrane library. Databases were searched from the earliest available date to end of March Grey literature was searched as recommended in the current Cochrane Collaboration guidelines, using Google, and unpublished trials were sought using Search terms used were [vitamin D OR vitamin D2 OR vitamin D3 OR cholecalciferol OR ergocalciferol OR al(ph f)acalcidol OR paricalcitol OR doxercalciferol] AND [diabetes OR insulin resistance OR hyperglycaemia OR glucose OR glyc(a)emia OR retinopathy OR nephropathy OR peripheral vascular disease OR myocardial infarction OR cerebrovascular accident OR stroke OR beta cell]. We also hand searched reference lists of all eligible articles as well as of any previous review articles. No language restrictions were imposed; no restrictions were placed on participant age or sex. Supplementation classification The supplements included were vitamin D2 (ergocalciferol), vitamin D3 (cholecalciferol), 1,25 dihydoxycholecalciferol (calcitriol), 1-alpha calcidol, paracalcitol, doxecalciferol. Calcium supplements were included in the intervention group or in the comparator group. Outcomes We collected information on the following outcomes: change in insulin resistance, change in C-peptide levels, change in HbA 1c, change in fasting glucose, development of microvascular complications, (retinopathy, nephropathy, neuropathy) and development of macrovascular outcomes (myocardial infarction, stroke, coronary revascularization, peripheral vascular disease). We also collected data on age, sex, type and dose of vitamin D, therapy duration, study location, together with the inclusion and exclusion criteria of each study. Data extraction and quality assessment Data extraction and study quality assessment were performed independently by two reviewers (PSG and MDW) using a standard proforma and discrepancies were resolved by consensus. For studies lacking a reported standard deviation of change in outcome between baseline and follow-up, we derived standard deviation of change as the mean of the baseline and follow-up standard deviations for each treatment group; similar methods have previously been used successfully in meta-analyses of blood pressure trials [20]. Study quality and bias risk was assessed via predefined categories: quality of allocation concealment, potential for selection bias, quality of blinding, intention-to-treat analysis and comparability of groups. Funnel plots were derived for change in glucose (the commonest outcome) depicted as mean difference vs. 1 ) standard error of mean difference. Data analysis and synthesis Tabulated data on study characteristics were prepared. Metaanalyses were performed using RevMan software version 5 (Cochrane Collaboration). Data were combined using a randomeffects model as some heterogeneity of outcome was expected. The I 2 statistic was calculated as an index of heterogeneity between studies, with 95% confidence intervals calculated using MIX 1.7 software ( e143
3 Vitamin D and glycaemia systematic review P. S. George et al. For each variable, mean change between baseline and followup for each group were compared in the meta-analysis calculation. Data for mean differences in fasting plasma glucose and HbA 1c were combined; for insulin resistance and insulin and C-peptide results, data were combined using standardized mean difference (effect size) as different studies used different measures of insulin resistance. Standardized mean difference was calculated as [change in outcome pooled standard deviation of outcome]. C-peptide is released in a 1:1 ratio with insulin, and was thus included as a substitute marker for insulin when insulin levels were not available. Data on change in insulin and C-peptide are highly correlated with insulin resistance [21], and were thus combined in meta-analysis with measures of insulin resistance using standardized mean difference. We pre-specified analysis by two subgroups: studies enrolling patients with normal fasting glucose at baseline (no history of diabetes, impaired fasting glucose or impaired glucose tolerance) and those with abnormal glucose tolerance (defined as either impaired glucose tolerance on glucose tolerance test or impaired fasting glucose, or meeting criteria for diagnosis of diabetes ). These entities were combined as they represent parts of a spectrum of pathophysiological derangement. Results Selection of trials The initial search strategy found 341 abstracts. Thirty-six abstracts proceeded to detailed evaluation of the complete report. Fifteen studies were included in the systematic review (Fig. 1). The reasons for exclusion included lack of randomization, patients on dialysis and absence of a control group. Study details are given in Table 1. Study quality and bias The quality of study design and reporting was variable (Table 2). Random allocation was a prerequisite for inclusion in the systematic review, but many study reports contained incomplete or no description of the method of random allocation. Eight out of 15 studies reported methods likely to ensure allocation concealment. Ten out of 15 stated a clear number and reason for withdrawals, with five study reports not mentioning withdrawals. Four studies reported a clear analysis on intention to treat; 10 analyses were possibly on intention to treat but lacked an unambiguous description. Funnel plots examining fasting glucose (the most commonly measured outcome) for the normal fasting glucose and abnormal glucose tolerance subgroups revealed no asymmetry to suggest publication bias (see also Supporting Information, Figures S1 and S2). We used individual patient level data from two studies [3,22] to confirm that the standard deviation of change in fasting glucose and HbA 1c imputed from the start and finish FIGURE 1 Literature search flow diagram. standard deviation was similar to or greater than the real standard deviation for each treatment group, thus confirming that this approach did not overstate the precision of effect estimates. Fasting glucose Eight studies reported fasting glucose at baseline and followup. Four of these eight studies enrolled participants with normal fasting glucose; the remainder enrolled those with abnormal glucose tolerance. Data from these eight studies (n = 1005) were combined using meta-analysis (Fig. 2). In the group with normal fasting glucose, there was no significant decrease in fasting glucose with vitamin D supplementation (0.01 mmol l, 95% CI )0.06 to 0.09); results showed homogeneity (I 2 = 0%, 95% CI 0 28%). In those with abnormal glucose tolerance, there was a small but significant reduction in fasting glucose in the vitamin D group compared with placebo ()0.32 mmol l, 95% CI )0.57 to )0.07, P = 0.01), with no significant heterogeneity (I 2 = 0%, 95% CI 0 67%). Omitting studies using 1-alpha hydroxylated vitamin D compounds [23,24] did not change these results (between-group difference 0.01 mmol l, 95% CI )0.07 to 0.09 for the group with normal fasting glucose; )0.35 mmol l, 95% CI )0.61 to )0.08 for the group with abnormal glucose tolerance); similarly, omitting the largest study [23] did not change the point estimate in the group with abnormal glucose tolerance ()0.30 mmol l, 95% CI )0.90 to 0.30). Omitting studies where calcium was administered [25 27] similarly did not change the outcome in either the group with normal fasting glucose (difference = 0.01 mmol l, 95% CI )0.21 to 0.23) or in the group with abnormal glucose tolerance ()0.30 mmol l, 95% CI )0.90 to 0.30). e144
4 Review article DIABETICMedicine Table 1 Study characteristics Study Place of study n Study population Mean age (years) Male (%) Baseline 25OHD level (nmol l) Control Supplement (1) Supplement (2) Duration of supplementation Nilas and Christiansen, 1984 [24] Ljunghall et al., 1987 [23] Orwoll et al., 1994 [36] Fliser et al., 1997 [28] Major et al., 2007 [26] Pittas et al., 2007 [25] Sugden et al., 2008 [3] de Boer et al., 2008 [27] Avenell et al., 2009 [30] Li et al., 2009 [37] Jorde and Figenschau, 2009 [38] Nagpal et al., 2009 [39] Von Hurst et al., 2010 [40] Witham et al., 2010 [22] De Zeeuw et al., 2010 [29] Denmark 128 Post-menopausal women Uppsala, Sweden Bethesda, MD, USA 65 Middle-aged men with impaired glucose tolerance 20 Type 2 diabetes 55 0 NA Placebo + calcium (500 mg) Vitamin D3 (2000 IU) + calcium (500mg) (61 65) Placebo 1-alphacalcidol (0.75 mcg) 1-alphacalcidol (0.25 mcg) + calcium (500 mg) 2 years 12 weeks 61 NA 35 Placebo Calcitriol (1 mcg) 2 months Germany 16 Healthy males NA Placebo Calcitriol (1.5 mg) 7 days Canada 63 Healthy, overweight women Boston, MA, USA with normal fasting glucose; 92 with impaired fasting glucose Dundee, UK 34 Type 2 diabetes USA Healthy England and Scotland post-menopausal women 5292 Over 70 + record of osteoporosis fracture + Caucasian China 35 Latent autoimmune diabetes Norway 32 Type 2 diabetes New Delhi, India 65 Healthy, centrally obese, without diabetes Auckland 81 South Asian women with insulin resistance Dundee, UK 102 Type 2 diabetes Europe and USA 281 Type 2 diabetes with nephropathy 43 0 NA Placebo Calcium 600 mg + vitamin D 400 IU Placebo Calcium (500 mg) + vitamin D (700 IU) Placebo Ergocalciferol ( IU) Placebo Calcium (1000 mg) + vitamin D3 (400 IU) Placebo Vitamin D3 (800 IU) + calcium (1000 mg) Insulin + placebo Insulin + alpha calcidol (0.25 mcg) Placebo Cholecalciferol ( IU) Placebo Vitamin D3 ( IU) Placebo Cholecalciferol (4000 IU) 15 weeks 3 years 8 weeks 7 years months 12 months 6 months 6 weeks 6 months Placebo Vitamin D3 Vitamin D3 16 weeks ( IU) ( IU) Placebo 1 lg paricalcitol 2 lg paricalcitol 24 weeks 25OHD, 25-hydroxyvitamin D; NA, not available. e145
5 Vitamin D and glycaemia systematic review P. S. George et al. Table 2 Quality assessment of included studies* Authors Quality of allocation concealment Potential for selection bias Intention to treat Blinding patients Blinding healthcare professionals Blinding outcome assessors Comparability of groups Nilas and Christiansen, U + U [24] Ljunghall et al., U + U U U U [23] Orwoll et al., U U [36] Fliser et al., U U [28] Major et al., U + U [26] Pittas et al., + + U [25] Sugden et al., + + U [3] de Boer et al., [27] Avenell et al., + U [30] Li et al., 2009 [37] U U U U U + Jorde and Figenschau, U + U + U U [38] Nagpal et al., [39] Von Hurst et al., [40] Witham et al., + + U [22] De Zeeuw et al., 2010 [29] *+, adequate;, inadequate; U, unclear. Longer-term glycaemic control Four studies examined HbA 1c as an outcome, all in patients with either impaired glucose tolerance or diabetes (Fig. 3). Vitamin D supplementation did not reduce HbA 1c compared with placebo in these studies (between-group difference 0.3 mmol mol, 95% CI )2.0 to 2.5 (0.03%, 95% CI )0.18 to 0.23%); I 2 = 0%, 95% CI 0 0%); omission of one study using 1-alpha hydroxylated vitamin D derivatives [23] showed a similar effect [between-group difference 0.3 mmol - mol, 95% CI )2.2 to 2.7 (0.03%, 95% CI )0.20 to 0.25%)]. Insulin resistance In six studies examining patients with abnormal glucose tolerance, data on insulin resistance [using homeostasis model assessment of insulin resistance (HOMA-IR) models] or fasting insulin C-peptide levels could be combined in meta-analysis (Fig. 4). The standard mean difference favouring vitamin D treatment was 0.25 (95% CI 0.03)0.48, P = 0.03) without significant heterogeneity (I 2 = 0%, 95% CI 0 74%), with a slightly lower effect size when omitting the largest study [25] (0.16, 95% CI )0.11 to 0.42); this omitted study was also the only study in this subgroup in which calcium was co-administered. These results were in contrast to those with normal fasting glucose, where no significant difference was seen (effect size 0.02, 95% CI )0.13 to I 2 = 0%; 95% CI 0 0%); this lack of effect persisted after removing studies co-administering calcium (effect size 0.00, 95% CI )0.49 to 0.48). In a group of healthy volunteers, insulin sensitivity, as measured by glucose disposal during euglycaemic clamp, was similar after both vitamin D and placebo treatment [28]. Endothelial function data Two studies, both in patients with Type 2 diabetes, measured the effect of vitamin D on endothelial function, as measured by flow-mediated dilatation of the brachial artery. One study showed a significant improvement in endothelial function 8 weeks after units of vitamin D2 (+2.35% vs. 0.06%; P = 0.05) [3]. The other study found no significant change in endothelial function at 8 weeks with either units ()0.8%) or units ()1.5%)ofvitaminD3compared with placebo ()0.2%) [22]. e146
6 Review article DIABETICMedicine FIGURE 2 Meta-analysis of effects on fasting blood glucose. IFG, impaired fasting glucose; NGT, normal glucose tolerance. FIGURE 3 Meta-analysis of effects on HbA 1c. Microvascular outcomes One study examined the effect of paricalcitol on diabetic nephropathy [29]; no significant reduction in geometric mean urinary albumin creatinine ratio was seen compared with placebo for either a 1-lg dose ()11% vs. placebo, P = 0.23) or a2-lg dose ()18% vs. placebo, P = 0.053). Macrovascular outcomes Insufficient data were available on macrovascular outcomes to perform analysis as most studies did not report this information. Progression to new diagnosis of diabetes Two studies examined the effect of vitamin D supplementation on the incidence of newly diagnosed diabetes cases. The MRC RECORD trial showed no significant reduction in new cases of diabetes diagnosed by self-report of diagnosis or anti-diabetic medication (adjusted odds ratio 1.11, 95% CI , P = 0.57) [30]. The Women s Health Initiative trial [27] also found no reduction in incident cases of diabetes in the vitamin D-treated group (hazard ratio 1.01, 95% CI ). Discussion Summary of evidence The results of this systematic review suggest a weak effect of vitamin D supplementation in reducing fasting glucose and improving insulin resistance in patients with Type 2 diabetes or impaired glucose tolerance. No effect on these variables was noted in patients with normal glucose tolerance. The magnitude of reduction in fasting glucose seen in this analysis is small and, given that HbA 1c, a marker of longer-term glycaemic e147
7 Vitamin D and glycaemia systematic review P. S. George et al. FIGURE 4 Meta-analysis of effects on insulin resistance. IFG, impaired fasting glucose; NGT, normal glucose tolerance. control, did not change in patients with impaired glucose tolerance or Type 2 diabetes is of debatable clinical significance. Certainly, an effect of this magnitude is unlikely to be important for individual patients; however, it is unclear whether such a change would merit action at a population level. Given the lack of large, long-term vitamin D supplementation studies examining micro- and macrovascular outcomes, we chose to focus on surrogate measures, i.e. glycaemic control and insulin resistance, which were examined in less depth by the previous systematic review [19]. Such outcomes remain important to both patients and clinicians in making treatment decisions in diabetes. Study quality The quality of the included studies was moderate, with incomplete reporting; in part because of the age of many of the studies, which were published before current trial reporting standards were established. Most studies enrolled small numbers of patients. Study limitations Despite a thorough search strategy, including grey literature and trials databases, unavailable studies may exist which have not been included. We found no evidence from funnel plots to support significant publication bias, but the numbers of included studies are low, limiting the ability of such plots to detect potential bias. Our predominantly negative findings suggest that unpublished studies (which also tend to be negative) would be very unlikely to alter our conclusions to support efficacy of the intervention. A variety of target populations have been studied, mostly in small studies, and for many of these studies (e.g. those enrolling patients with normal glucose handling) it is perhaps unsurprising that no effect on glycaemic control was seen. The dose and duration of vitamin D supplementation used may not have been optimal; most studies used doses of < 2000 IU vitamin D per day, and doses as high as 5000 IU per day may be required to elevate serum 25OHD levels above the 75-nmol l level that some commentators regard as optimum for health [31,32]. It should be noted, however, that this recommendation is derived from observational studies and evidence from supplementation studies that such a target is desirable is lacking. The small number of studies did not allow us to meta-regress baseline 25OHD levels against the degree of improvement in glycaemic indices, or to examine whether higher baseline glucose or HbA 1c values may have been associated with greater improvements with vitamin D therapy. Calcium has independent associations with glucose handling, insulin secretion and vascular health [33,34], thus disentangling the effect of calcium from vitamin D in studies giving both is difficult. Only one randomized controlled trial examined the impact of vitamin D and or calcium on microvascular outcomes in diabetes [29], which is the major aim of improving glycaemic variables. Conclusion We found insufficient evidence to recommend vitamin D supplementation as a way of either preventing new onset Type 2 diabetes or for improving glycaemic control in patients with Type 2 diabetes or impaired glucose tolerance. Vitamin D supplementation may have a role in modifying other aspects of the metabolic and cardiovascular derangements that accompany Type 2 diabetes [35], including hypertension and endothelial dysfunction, but larger, longer studies focusing on e148
8 Review article DIABETICMedicine micro- and macrovascular outcomes are required, rather than continuing to focus on the surrogate measures of glucose and glycaemic control. Competing interests MDW has received grant funding from Diabetes UK, Scottish Government, Heart Research UK, ME Research UK, Tenovus Scotland and Chest Heart and Stroke Scotland to support research on vitamin D. PSG and ERP have nothing to declare. Acknowledgements No external funding was used to perform this study. MDW is funded by a Chief Scientist Office, Scottish Government Clinician Scientist award. References 1 Scragg R, Holdaway I, Singh V, Metcalf P, Baker J, Dryson E. Serum 25-hydroxyvitamin D3 levels decreased in impaired glucose tolerance and diabetes. Diabetes Res Clin Pract 1995; 27: Cigolini M, Iagulli MP, Miconi V, Galiotto M, Lombardi S, Targher G. Serum 25-hydroxyvitamin D3 concentrations and prevalence of cardiovascular disease among type 2 diabetic patients. 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9 Vitamin D and glycaemia systematic review P. S. George et al. 31 Bischoff-Ferrari HA, Giovannucci E, Willett WC, Dietrich T, Dawson-Hughes B. Estimation of optimal serum concentrations of 25-hydroxyvitamin D for multiple health outcomes. Am J Clin Nutr 2006; 84: Aloia JF, Patel M, Dimaano R, Li-Ng M, Talwar SA, Mikhail M et al. Vitamin D intake to attain a desired serum 25-hydroxyvitamin D concentration. Am J Clin Nutr 2008; 87: Liu S, Song Y, Ford ES, Manson JE, Buring JE, Ridker PM. Dietary calcium, vitamin D, and the prevalence of metabolic syndrome in middle-agedandolderuswomen.diabetescare2005;28: Dickinson HO, Nicolson DJ, Cook JV, Campbell F, Beyer FR, Ford GA et al. Calcium supplementation for the management of primary hypertension in adults. Cochrane Database Syst Rev 2006; 19: CD Pittas AG, Dawson-Hughes B, Li T, Van Dam RM, Willett WC, Manson JE et al. Vitamin D and calcium intake in relation to type 2 diabetes in women. Diabetes Care 2006; 29: Orwoll E, Riddle M, Prince M. Effects of vitamin D on insulin and glucagon secretion in non-insulin-dependent diabetes. Am J Clin Nutr 1994; 59: Li X, Liao L, Yan X, Huang G, Lin J, Lei M et al. Protective effects of 1-alpha-hydroxyvitamin D3 on residual beta-cell function in patients with adult-onset latent autoimmune diabetes (LADA). Diabetes Metab Res Rev 2009; 25: Jorde R, Figenschau Y. Supplementation with cholecalciferol does not improve glycaemic control in diabetic subjects with normal serum 25-hydroxyvitamin D levels. Eur J Nutr 2009; 48: Nagpal J, Pande JN, Bhartia A. A double-blind, randomized, placebo-controlled trial of the short-term effect of vitamin D3 supplementation on insulin sensitivity in apparently healthy, middle-aged, centrally obese men. Diabet Med 2009; 26: von Hurst PR, Stonehouse W, Coad J. Vitamin D supplementation reduces insulin resistance in South Asian women living in New Zealand who are insulin resistant and vitamin D deficient a randomised, placebo-controlled trial. Br J Nutr 2010; 103: Supporting Information Additional Supporting Information may be found in the online version of this article: Figure S1. Funnel plots for effects on fasting glucose (normal fasting glucose subgroup). Figure S2. Funnel plots for effects on fasting glucose (abnormal glucose tolerance subgroup). Please note: Wiley-Blackwell are not responsible for the content or functionality of any supporting materials supplied by the authors. Any queries (other than for missing material) should be directed to the corresponding author for the article. e150
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