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The causal role of circulating vitamin D concentrations in human complex traits and diseases: a large-scale Mendelian randomization study
Vitamin D has been associated with a variety of human complex traits and diseases in observational studies, but a causal relationship remains unclear. To examine a putative causal effect of vitamin D across phenotypic domains and disease categories, we conducted Mendelian randomization (MR) analyses...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7794542/ https://www.ncbi.nlm.nih.gov/pubmed/33420236 http://dx.doi.org/10.1038/s41598-020-80655-w |
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author | Jiang, Xia Ge, Tian Chen, Chia-Yen |
author_facet | Jiang, Xia Ge, Tian Chen, Chia-Yen |
author_sort | Jiang, Xia |
collection | PubMed |
description | Vitamin D has been associated with a variety of human complex traits and diseases in observational studies, but a causal relationship remains unclear. To examine a putative causal effect of vitamin D across phenotypic domains and disease categories, we conducted Mendelian randomization (MR) analyses using genetic instruments associated with circulating 25-hydroxyvitamin D [25(OH)D] concentrations. We leveraged genome-wide significant 25(OH)D-associated SNPs (N = 138) from a meta-analysis combining a vitamin D GWAS conducted in 401,460 white British UK Biobank (UKBB) participants and an independent vitamin D GWAS including 42,274 samples of European ancestry, and examined 190 large-scale health-related GWAS spanning a broad spectrum of complex traits, diseases and biomarkers. We applied multiple MR methods to estimate the causal effect of vitamin D while testing and controlling for potential biases from horizontal pleiotropy. Consistent with previous findings, genetically predicted increased 25(OH)D levels significantly decreased the risk of multiple sclerosis (OR = 0.824; 95% CI 0.689–0.986). The protective effect estimate was consistent across different MR methods and four different multiple sclerosis GWAS with varying sample sizes and genotyping platforms. On the contrary, we found limited evidence in support of a causal effect of 25(OH)D on anthropometric traits, obesity, cognitive function, sleep behavior, breast and prostate cancer, and autoimmune, cardiovascular, metabolic, neurological and psychiatric traits and diseases, and blood biomarkers. Our results may inform ongoing and future randomized clinical trials of vitamin D supplementation. |
format | Online Article Text |
id | pubmed-7794542 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-77945422021-01-12 The causal role of circulating vitamin D concentrations in human complex traits and diseases: a large-scale Mendelian randomization study Jiang, Xia Ge, Tian Chen, Chia-Yen Sci Rep Article Vitamin D has been associated with a variety of human complex traits and diseases in observational studies, but a causal relationship remains unclear. To examine a putative causal effect of vitamin D across phenotypic domains and disease categories, we conducted Mendelian randomization (MR) analyses using genetic instruments associated with circulating 25-hydroxyvitamin D [25(OH)D] concentrations. We leveraged genome-wide significant 25(OH)D-associated SNPs (N = 138) from a meta-analysis combining a vitamin D GWAS conducted in 401,460 white British UK Biobank (UKBB) participants and an independent vitamin D GWAS including 42,274 samples of European ancestry, and examined 190 large-scale health-related GWAS spanning a broad spectrum of complex traits, diseases and biomarkers. We applied multiple MR methods to estimate the causal effect of vitamin D while testing and controlling for potential biases from horizontal pleiotropy. Consistent with previous findings, genetically predicted increased 25(OH)D levels significantly decreased the risk of multiple sclerosis (OR = 0.824; 95% CI 0.689–0.986). The protective effect estimate was consistent across different MR methods and four different multiple sclerosis GWAS with varying sample sizes and genotyping platforms. On the contrary, we found limited evidence in support of a causal effect of 25(OH)D on anthropometric traits, obesity, cognitive function, sleep behavior, breast and prostate cancer, and autoimmune, cardiovascular, metabolic, neurological and psychiatric traits and diseases, and blood biomarkers. Our results may inform ongoing and future randomized clinical trials of vitamin D supplementation. Nature Publishing Group UK 2021-01-08 /pmc/articles/PMC7794542/ /pubmed/33420236 http://dx.doi.org/10.1038/s41598-020-80655-w Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Jiang, Xia Ge, Tian Chen, Chia-Yen The causal role of circulating vitamin D concentrations in human complex traits and diseases: a large-scale Mendelian randomization study |
title | The causal role of circulating vitamin D concentrations in human complex traits and diseases: a large-scale Mendelian randomization study |
title_full | The causal role of circulating vitamin D concentrations in human complex traits and diseases: a large-scale Mendelian randomization study |
title_fullStr | The causal role of circulating vitamin D concentrations in human complex traits and diseases: a large-scale Mendelian randomization study |
title_full_unstemmed | The causal role of circulating vitamin D concentrations in human complex traits and diseases: a large-scale Mendelian randomization study |
title_short | The causal role of circulating vitamin D concentrations in human complex traits and diseases: a large-scale Mendelian randomization study |
title_sort | causal role of circulating vitamin d concentrations in human complex traits and diseases: a large-scale mendelian randomization study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7794542/ https://www.ncbi.nlm.nih.gov/pubmed/33420236 http://dx.doi.org/10.1038/s41598-020-80655-w |
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