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Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study

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 Me...

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Autores principales: Manousaki, Despoina, Harroud, Adil, Mitchell, Ruth E., Ross, Stephanie, Forgetta, Vince, Timpson, Nicholas J., Smith, George Davey, Polychronakos, Constantin, Richards, J Brent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906317/
https://www.ncbi.nlm.nih.gov/pubmed/33630834
http://dx.doi.org/10.1371/journal.pmed.1003536
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author Manousaki, Despoina
Harroud, Adil
Mitchell, Ruth E.
Ross, Stephanie
Forgetta, Vince
Timpson, Nicholas J.
Smith, George Davey
Polychronakos, Constantin
Richards, J Brent
author_facet Manousaki, Despoina
Harroud, Adil
Mitchell, Ruth E.
Ross, Stephanie
Forgetta, Vince
Timpson, Nicholas J.
Smith, George Davey
Polychronakos, Constantin
Richards, J Brent
author_sort Manousaki, Despoina
collection PubMed
description 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.
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spelling pubmed-79063172021-03-03 Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study Manousaki, Despoina Harroud, Adil Mitchell, Ruth E. Ross, Stephanie Forgetta, Vince Timpson, Nicholas J. Smith, George Davey Polychronakos, Constantin Richards, J Brent PLoS Med Research Article 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. Public Library of Science 2021-02-25 /pmc/articles/PMC7906317/ /pubmed/33630834 http://dx.doi.org/10.1371/journal.pmed.1003536 Text en © 2021 Manousaki et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Manousaki, Despoina
Harroud, Adil
Mitchell, Ruth E.
Ross, Stephanie
Forgetta, Vince
Timpson, Nicholas J.
Smith, George Davey
Polychronakos, Constantin
Richards, J Brent
Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study
title Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study
title_full Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study
title_fullStr Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study
title_full_unstemmed Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study
title_short Vitamin D levels and risk of type 1 diabetes: A Mendelian randomization study
title_sort vitamin d levels and risk of type 1 diabetes: a mendelian randomization study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906317/
https://www.ncbi.nlm.nih.gov/pubmed/33630834
http://dx.doi.org/10.1371/journal.pmed.1003536
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