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Published in: Diabetologia 8/2012

01-08-2012 | Article

Circulating 25-hydroxyvitamin D concentration and the risk of type 2 diabetes: results from the European Prospective Investigation into Cancer (EPIC)-Norfolk cohort and updated meta-analysis of prospective studies

Authors: N. G. Forouhi, Z. Ye, A. P. Rickard, K. T. Khaw, R. Luben, C. Langenberg, N. J. Wareham

Published in: Diabetologia | Issue 8/2012

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Abstract

Aims/hypothesis

Epidemiological evidence is suggestive, but limited, for an association between circulating 25-hydroxyvitamin D (25[OH]D) and risk of type 2 diabetes. We conducted a systematic review and meta-analysis that included new data from previously unpublished studies.

Methods

Using a nested case–cohort design in the European Prospective Investigation into Cancer (EPIC)-Norfolk study, we identified a random subcohort and incident type 2 diabetes cases occurring between baseline (1993–1997) and 2006. In the Ely prospective study we identified incident type 2 diabetes cases between 1990 and 2003. We conducted a systematic review of prospective studies on 25(OH)D and type 2 diabetes published in MEDLINE or EMBASE until 31 January 2012, and performed a random-effects meta-analysis combining available evidence with results from the EPIC-Norfolk and Ely studies.

Results

In EPIC-Norfolk, baseline 25(OH)D was lower among incident type 2 diabetes cases (mean [SD] 61.6 [22.4] nmol/l; n = 621) vs non-case subcohort participants (mean 65.3 [23.9] nmol/l; n = 826). There was an inverse association between baseline 25(OH)D and incident type 2 diabetes in multivariable-adjusted analyses: HR (95% CI) 0.66 (0.45, 0.97), 0.53 (0.34, 0.82), 0.50 (0.32, 0.76), p trend <0.001, comparing consecutive increasing 25(OH)D quartiles with the lowest. In Ely, 37 incident type 2 diabetes cases were identified among 777 participants. In meta-analysis, the combined RR of type 2 diabetes comparing the highest with lowest quartile of 25(OH)D was 0.59 (0.52, 0.67), with little heterogeneity (I 2 = 2.7%, p = 0.42) between the 11 studies included (3,612 cases and 55,713 non-cases).

Conclusions/interpretation

These findings demonstrate an inverse association between circulating 25(OH)D and incident type 2 diabetes. However, causal inference should be addressed through adequately dosed randomised trials of vitamin D supplementation or genetic Mendelian randomisation experiments.
Literature
1.
go back to reference Shaw JE, Sicree RA, Zimmet PZ (2010) Global estimates of the prevalence of diabetes for 2010 and 2030. Diabetes Res Clin Pract 87:4–14PubMedCrossRef Shaw JE, Sicree RA, Zimmet PZ (2010) Global estimates of the prevalence of diabetes for 2010 and 2030. Diabetes Res Clin Pract 87:4–14PubMedCrossRef
2.
go back to reference Gillies CL, Abrams KR, Lambert PC et al (2007) Pharmacological and lifestyle interventions to prevent or delay type 2 diabetes in people with impaired glucose tolerance: systematic review and meta-analysis. Br Med J 334:299CrossRef Gillies CL, Abrams KR, Lambert PC et al (2007) Pharmacological and lifestyle interventions to prevent or delay type 2 diabetes in people with impaired glucose tolerance: systematic review and meta-analysis. Br Med J 334:299CrossRef
3.
go back to reference Pittas AG, Lau J, Hu FB, Dawson-Hughes B (2007) The role of vitamin D and calcium in type 2 diabetes. A systematic review and meta-analysis. J Clin Endocrinol Metab 92:2017–2029PubMedCrossRef Pittas AG, Lau J, Hu FB, Dawson-Hughes B (2007) The role of vitamin D and calcium in type 2 diabetes. A systematic review and meta-analysis. J Clin Endocrinol Metab 92:2017–2029PubMedCrossRef
4.
go back to reference Pittas AG, Sun Q, Manson JE, Dawson-Hughes B, Hu FB (2010) Plasma 25-hydroxyvitamin D concentration and risk of incident type 2 diabetes in women. Diabetes Care 33:2021–2023PubMedCrossRef Pittas AG, Sun Q, Manson JE, Dawson-Hughes B, Hu FB (2010) Plasma 25-hydroxyvitamin D concentration and risk of incident type 2 diabetes in women. Diabetes Care 33:2021–2023PubMedCrossRef
5.
go back to reference Anderson JL, May HT, Horne BD et al (2010) Relation of vitamin D deficiency to cardiovascular risk factors, disease status, and incident events in a general healthcare population. Am J Cardiol 106:963–968PubMedCrossRef Anderson JL, May HT, Horne BD et al (2010) Relation of vitamin D deficiency to cardiovascular risk factors, disease status, and incident events in a general healthcare population. Am J Cardiol 106:963–968PubMedCrossRef
6.
go back to reference Pittas AG, Dawson-Hughes B, Li T et al (2006) Vitamin D and calcium intake in relation to type 2 diabetes in women. Diabetes Care 29:650–656PubMedCrossRef Pittas AG, Dawson-Hughes B, Li T et al (2006) Vitamin D and calcium intake in relation to type 2 diabetes in women. Diabetes Care 29:650–656PubMedCrossRef
7.
go back to reference Liu S, Song Y, Ford ES, Manson JE, Buring JE, Ridker PM (2005) Dietary calcium, vitamin D, and the prevalence of metabolic syndrome in middle-aged and older US women. Diabetes Care 28:2926–2932PubMedCrossRef Liu S, Song Y, Ford ES, Manson JE, Buring JE, Ridker PM (2005) Dietary calcium, vitamin D, and the prevalence of metabolic syndrome in middle-aged and older US women. Diabetes Care 28:2926–2932PubMedCrossRef
9.
go back to reference Mattila C, Knekt P, Mannisto S et al (2007) Serum 25-hydroxyvitamin D concentration and subsequent risk of type 2 diabetes. Diabetes Care 30:2569–2570PubMedCrossRef Mattila C, Knekt P, Mannisto S et al (2007) Serum 25-hydroxyvitamin D concentration and subsequent risk of type 2 diabetes. Diabetes Care 30:2569–2570PubMedCrossRef
10.
go back to reference Knekt P, Laaksonen M, Mattila C et al (2008) Serum vitamin D and subsequent occurrence of type 2 diabetes. Epidemiology 19:666–671PubMedCrossRef Knekt P, Laaksonen M, Mattila C et al (2008) Serum vitamin D and subsequent occurrence of type 2 diabetes. Epidemiology 19:666–671PubMedCrossRef
11.
go back to reference Grimnes G, Emaus N, Joakimsen RM et al (2010) Baseline serum 25-hydroxyvitamin D concentrations in the Tromso Study 1994–95 and risk of developing type 2 diabetes mellitus during 11 years of follow-up. Diabet Med 27:1107–1115PubMedCrossRef Grimnes G, Emaus N, Joakimsen RM et al (2010) Baseline serum 25-hydroxyvitamin D concentrations in the Tromso Study 1994–95 and risk of developing type 2 diabetes mellitus during 11 years of follow-up. Diabet Med 27:1107–1115PubMedCrossRef
12.
go back to reference Robinson JG, Manson JE, Larson J et al (2011) Lack of association between 25(OH)D levels and incident type 2 diabetes in older women. Diabetes Care 34:628–634PubMedCrossRef Robinson JG, Manson JE, Larson J et al (2011) Lack of association between 25(OH)D levels and incident type 2 diabetes in older women. Diabetes Care 34:628–634PubMedCrossRef
13.
go back to reference Pittas AG, Chung M, Trikalinos T et al (2010) Systematic review: vitamin D and cardiometabolic outcomes. Ann Intern Med 152:307–314PubMed Pittas AG, Chung M, Trikalinos T et al (2010) Systematic review: vitamin D and cardiometabolic outcomes. Ann Intern Med 152:307–314PubMed
14.
go back to reference Mitri J, Muraru MD, Pittas AG (2011) Vitamin D and type 2 diabetes: a systematic review. Eur J Clin Nutr 65:1005–1015PubMedCrossRef Mitri J, Muraru MD, Pittas AG (2011) Vitamin D and type 2 diabetes: a systematic review. Eur J Clin Nutr 65:1005–1015PubMedCrossRef
15.
go back to reference de Boer IH, Tinker LF, Connelly S et al (2008) Calcium plus vitamin D supplementation and the risk of incident diabetes in the Women’s Health Initiative. Diabetes Care 31:701–707PubMedCrossRef de Boer IH, Tinker LF, Connelly S et al (2008) Calcium plus vitamin D supplementation and the risk of incident diabetes in the Women’s Health Initiative. Diabetes Care 31:701–707PubMedCrossRef
16.
go back to reference Avenell A, Cook JA, MacLennan GS, McPherson GC (2009) Vitamin D supplementation and type 2 diabetes: a substudy of a randomised placebo-controlled trial in older people (RECORD trial, ISRCTN 51647438). Age Ageing 38:606–609PubMedCrossRef Avenell A, Cook JA, MacLennan GS, McPherson GC (2009) Vitamin D supplementation and type 2 diabetes: a substudy of a randomised placebo-controlled trial in older people (RECORD trial, ISRCTN 51647438). Age Ageing 38:606–609PubMedCrossRef
17.
go back to reference Day N, Oakes S, Luben R et al (1999) EPIC-Norfolk: study design and characteristics of the cohort European Prospective Investigation of Cancer. Br J Cancer 80(Suppl 1):95–103PubMed Day N, Oakes S, Luben R et al (1999) EPIC-Norfolk: study design and characteristics of the cohort European Prospective Investigation of Cancer. Br J Cancer 80(Suppl 1):95–103PubMed
18.
go back to reference Forouhi NG, Luan J, Hennings S, Wareham NJ (2007) Incidence of Type 2 diabetes in England and its association with baseline impaired fasting glucose: the Ely study 1990–2000. Diabet Med 24:200–207PubMedCrossRef Forouhi NG, Luan J, Hennings S, Wareham NJ (2007) Incidence of Type 2 diabetes in England and its association with baseline impaired fasting glucose: the Ely study 1990–2000. Diabet Med 24:200–207PubMedCrossRef
19.
go back to reference Forouhi NG, Luan J, Cooper A, Boucher BJ, Wareham NJ (2008) Baseline serum 25-hydroxy vitamin D is predictive of future glycemic status and insulin resistance: the Medical Research Council Ely Prospective Study 1990–2000. Diabetes 57:2619–2625PubMedCrossRef Forouhi NG, Luan J, Cooper A, Boucher BJ, Wareham NJ (2008) Baseline serum 25-hydroxy vitamin D is predictive of future glycemic status and insulin resistance: the Medical Research Council Ely Prospective Study 1990–2000. Diabetes 57:2619–2625PubMedCrossRef
20.
go back to reference Danesh J, Collins R, Appleby P, Peto R (1998) Association of fibrinogen, C-reactive protein, albumin, or leukocyte count with coronary heart disease: meta-analyses of prospective studies. JAMA 279:1477–1482PubMedCrossRef Danesh J, Collins R, Appleby P, Peto R (1998) Association of fibrinogen, C-reactive protein, albumin, or leukocyte count with coronary heart disease: meta-analyses of prospective studies. JAMA 279:1477–1482PubMedCrossRef
21.
go back to reference Onland-Moret NC, van der AD, van der Schouw YT et al (2007) Analysis of case-cohort data: a comparison of different methods. J Clin Epidemiol 60:350–355PubMedCrossRef Onland-Moret NC, van der AD, van der Schouw YT et al (2007) Analysis of case-cohort data: a comparison of different methods. J Clin Epidemiol 60:350–355PubMedCrossRef
22.
go back to reference Barlow WE, Ichikawa L, Rosner D, Izumi S (1999) Analysis of case-cohort designs. J Clin Epidemiol 52:1165–1172PubMedCrossRef Barlow WE, Ichikawa L, Rosner D, Izumi S (1999) Analysis of case-cohort designs. J Clin Epidemiol 52:1165–1172PubMedCrossRef
23.
go back to reference Wareham NJ, Jakes RW, Rennie KL et al (2003) Validity and repeatability of a simple index derived from the short physical activity questionnaire used in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Public Health Nutr 6:407–413PubMedCrossRef Wareham NJ, Jakes RW, Rennie KL et al (2003) Validity and repeatability of a simple index derived from the short physical activity questionnaire used in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Public Health Nutr 6:407–413PubMedCrossRef
24.
go back to reference Ross AC, Manson JE, Abrams SA et al (2011) The 2011 report on dietary reference intakes for calcium and vitamin D from the institute of medicine: what clinicians need to know. J Clin Endocrinol Metab 96:53–58PubMedCrossRef Ross AC, Manson JE, Abrams SA et al (2011) The 2011 report on dietary reference intakes for calcium and vitamin D from the institute of medicine: what clinicians need to know. J Clin Endocrinol Metab 96:53–58PubMedCrossRef
25.
26.
go back to reference Higgins JP, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. Br Med J 327:557–560CrossRef Higgins JP, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. Br Med J 327:557–560CrossRef
27.
go back to reference Begg CB, Mazumdar M (1994) Operating characteristics of a rank correlation test for publication bias. Biometrics 50:1088–1101PubMedCrossRef Begg CB, Mazumdar M (1994) Operating characteristics of a rank correlation test for publication bias. Biometrics 50:1088–1101PubMedCrossRef
28.
go back to reference Doro P, Grant WB, Benko R, Matuz M, Toth T, Soos G (2008) Vitamin D and the seasonality of type 2 diabetes. Med Hypotheses 71:317–318PubMedCrossRef Doro P, Grant WB, Benko R, Matuz M, Toth T, Soos G (2008) Vitamin D and the seasonality of type 2 diabetes. Med Hypotheses 71:317–318PubMedCrossRef
29.
go back to reference Liu E, Meigs JB, Pittas AG et al (2010) Predicted 25-hydroxyvitamin D score and incident type 2 diabetes in the Framingham Offspring Study. Am J Clin Nutr 91:1627–1633PubMedCrossRef Liu E, Meigs JB, Pittas AG et al (2010) Predicted 25-hydroxyvitamin D score and incident type 2 diabetes in the Framingham Offspring Study. Am J Clin Nutr 91:1627–1633PubMedCrossRef
30.
go back to reference World Health Organization (2011) Use of glycated haemoglobin (HbA1c) in the diagnosis of diabetes mellitus. WHO, Geneva World Health Organization (2011) Use of glycated haemoglobin (HbA1c) in the diagnosis of diabetes mellitus. WHO, Geneva
31.
go back to reference Tai K, Need AG, Horowitz M, Chapman IM (2008) Vitamin D, glucose, insulin, and insulin sensitivity. Nutrition 24:279–285PubMedCrossRef Tai K, Need AG, Horowitz M, Chapman IM (2008) Vitamin D, glucose, insulin, and insulin sensitivity. Nutrition 24:279–285PubMedCrossRef
32.
go back to reference Palomer X, Gonzalez-Clemente JM, Blanco-Vaca F, Mauricio D (2008) Role of vitamin D in the pathogenesis of type 2 diabetes mellitus. Diabetes Obes Metab 10:185–197PubMedCrossRef Palomer X, Gonzalez-Clemente JM, Blanco-Vaca F, Mauricio D (2008) Role of vitamin D in the pathogenesis of type 2 diabetes mellitus. Diabetes Obes Metab 10:185–197PubMedCrossRef
33.
go back to reference Wang TJ, Zhang F, Richards JB et al (2010) Common genetic determinants of vitamin D insufficiency: a genome-wide association study. Lancet 376:180–188PubMedCrossRef Wang TJ, Zhang F, Richards JB et al (2010) Common genetic determinants of vitamin D insufficiency: a genome-wide association study. Lancet 376:180–188PubMedCrossRef
34.
go back to reference Lawlor DA, Harbord RM, Sterne JA, Timpson N, Davey SG (2008) Mendelian randomization: using genes as instruments for making causal inferences in epidemiology. Stat Med 27:1133–1163PubMedCrossRef Lawlor DA, Harbord RM, Sterne JA, Timpson N, Davey SG (2008) Mendelian randomization: using genes as instruments for making causal inferences in epidemiology. Stat Med 27:1133–1163PubMedCrossRef
35.
go back to reference Gagnon C, Lu ZX, Magliano DJ et al (2011) Serum 25-hydroxyvitamin D, calcium intake, and risk of type 2 diabetes after 5 years: results from a national, population-based prospective study (the Australian Diabetes, Obesity and Lifestyle study). Diabetes Care 34:1133–1138PubMedCrossRef Gagnon C, Lu ZX, Magliano DJ et al (2011) Serum 25-hydroxyvitamin D, calcium intake, and risk of type 2 diabetes after 5 years: results from a national, population-based prospective study (the Australian Diabetes, Obesity and Lifestyle study). Diabetes Care 34:1133–1138PubMedCrossRef
36.
go back to reference Thorand B, Zierer A, Huth C et al (2011) Effect of serum 25-hydroxyvitamin D on risk for type 2 diabetes may be partially mediated by subclinical inflammation: results from the MONICA/KORA Augsburg study. Diabetes Care 34:2320–2322PubMedCrossRef Thorand B, Zierer A, Huth C et al (2011) Effect of serum 25-hydroxyvitamin D on risk for type 2 diabetes may be partially mediated by subclinical inflammation: results from the MONICA/KORA Augsburg study. Diabetes Care 34:2320–2322PubMedCrossRef
Metadata
Title
Circulating 25-hydroxyvitamin D concentration and the risk of type 2 diabetes: results from the European Prospective Investigation into Cancer (EPIC)-Norfolk cohort and updated meta-analysis of prospective studies
Authors
N. G. Forouhi
Z. Ye
A. P. Rickard
K. T. Khaw
R. Luben
C. Langenberg
N. J. Wareham
Publication date
01-08-2012
Publisher
Springer-Verlag
Published in
Diabetologia / Issue 8/2012
Print ISSN: 0012-186X
Electronic ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-012-2544-y

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