Manousaki, Despoina and Harroud, Adil and Mitchell, Ruth E. and Ross, Stephanie and Forgetta, Vince and Timpson, Nicholas J. and Smith, George Davey and Polychronakos, Constantin and Richards, J Brent and Frayling, Timothy M. (2021) Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study. PLOS Medicine, 18 (2). e1003536. ISSN 1549-1676
journal.pmed.1003536.pdf - Published Version
Download (1MB)
Abstract
Background
Vitamin D deficiency has been associated with type 1 diabetes in observational studies, but evidence from randomized controlled trials (RCTs) is lacking. The aim of this study was to test whether genetically decreased vitamin D levels are causally associated with type 1 diabetes using Mendelian randomization (MR).
Methods and findings
For our two-sample MR study, we selected as instruments single nucleotide polymorphisms (SNPs) that are strongly associated with 25-hydroxyvitamin D (25OHD) levels in a large vitamin D genome-wide association study (GWAS) on 443,734 Europeans and obtained their corresponding effect estimates on type 1 diabetes risk from a large meta-analysis of 12 type 1 diabetes GWAS studies (Ntot = 24,063, 9,358 cases, and 15,705 controls). In addition to the main analysis using inverse variance weighted MR, we applied 3 additional methods to control for pleiotropy (MR-Egger, weighted median, and mode-based estimate) and compared the respective MR estimates. We also undertook sensitivity analyses excluding SNPs with potential pleiotropic effects. We identified 69 lead independent common SNPs to be genome-wide significant for 25OHD, explaining 3.1% of the variance in 25OHD levels. MR analyses suggested that a 1 standard deviation (SD) decrease in standardized natural log-transformed 25OHD (corresponding to a 29-nmol/l change in 25OHD levels in vitamin D–insufficient individuals) was not associated with an increase in type 1 diabetes risk (inverse-variance weighted (IVW) MR odds ratio (OR) = 1.09, 95% CI: 0.86 to 1.40, p = 0.48). We obtained similar results using the 3 pleiotropy robust MR methods and in sensitivity analyses excluding SNPs associated with serum lipid levels, body composition, blood traits, and type 2 diabetes. Our findings indicate that decreased vitamin D levels did not have a substantial impact on risk of type 1 diabetes in the populations studied. Study limitations include an inability to exclude the existence of smaller associations and a lack of evidence from non-European populations.
Conclusions
Our findings suggest that 25OHD levels are unlikely to have a large effect on risk of type 1 diabetes, but larger MR studies or RCTs are needed to investigate small effects.
Item Type: | Article |
---|---|
Subjects: | STM Library > Medical Science |
Depositing User: | Managing Editor |
Date Deposited: | 01 Feb 2023 06:44 |
Last Modified: | 30 Mar 2024 03:44 |
URI: | http://open.journal4submit.com/id/eprint/377 |