Plasma Vitamin C and Type 2 Diabetes: Genome-Wide Association Study and Mendelian Randomization Analysis in European Populations
- Ju-Sheng Zheng
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- J. Luan
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- E. Sofianopoulou
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- F. Imamura
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- I. Stewart
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- F. Day
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- M. Pietzner
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- E. Wheeler
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- L. Lotta
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- T. Gundersen
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- P. Amiano
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- E. Ardanaz
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- M. Chirlaque
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- G. Fagherazzi
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- P. Franks
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- R. Kaaks
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- N. Laouali
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- F. Mancini
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- P. Nilsson
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- N. Onland-Moret
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- A. Olsen
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- K. Overvad
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- S. Panico
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- D. Palli
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- F. Ricceri
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- O. Rolandsson
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- A. Spijkerman
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- M. Sánchez
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- M. Schulze
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- N. Sala
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- S. Sieri
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- A. Tjønneland
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- A. Tjønneland
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- R. Tumino
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- Y. T. V. D. Schouw
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- E. Weiderpass
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- E. Riboli
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- J. Danesh
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- A. Butterworth
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- S. Sharp
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- C. Langenberg
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- N. Forouhi
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- N. Wareham
Citations:114
Influential Citations:7
Observational Studies (Human)
83
Enhanced Details
Methods
Adults of European ancestry from multiple cohorts (Fenland, EPIC-InterAct, EPIC-Norfolk, EPIC-CVD, UK Biobank, and DIAMANTE). Designs included a GWAS meta-analysis to identify variants for plasma vitamin C (52,018 participants); two-sample Mendelian randomization using lead variants to assess causal effect of genetically predicted plasma vitamin C on type 2 diabetes risk (80,983 cases; 842,909 noncases); and an observational analysis of plasma vitamin C and incident type 2 diabetes in EPIC-InterAct (case-cohort design) with 8,133 cases and 11,073 noncases.
Results
Observationally, plasma vitamin C is inversely associated with incident type 2 diabetes (HR 0.88 per 1-SD; 95% CI 0.82–0.94). Genetically predicted higher plasma vitamin C is not associated with type 2 diabetes risk (OR 1.03 per 1-SD; 95% CI 0.96–1.10) after excluding the FADS1 variant due to pleiotropy. No evidence of directional pleiotropy; MR sensitivity analyses yielded similar results. There is discordance between biochemically measured and genetically predicted plasma vitamin C in relation to type 2 diabetes; No strong evidence that vitamin C supplementation prevents type 2 diabetes in European populations. Observational inverse associations may reflect dietary patterns (e.g., fruit/vegetable intake) rather than a causal effect of vitamin C; plasma vitamin C can serve as a biomarker of fruit/vegetable intake rather than a causal nutrient for diabetes risk.
Limitations
Lead SNPs explained ~1.87% of plasma vitamin C variance (mean); instrument strength adequate (F statistic ~30.5) but explained variance is small, potentially limiting power. Analyses restricted to White European populations; residual pleiotropy cannot be fully ruled out despite tests; MR estimates could be biased by gene–environment interactions or canalization.
Abstract
OBJECTIVE Higher plasma vitamin C levels are associated with lower type 2 diabetes risk, but whether this association is causal is uncertain. To investigate this, we studied the association of genetically predicted plasma vitamin C with type 2 diabet...