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Mendelian randomization study updates the effect of 25-hydroxyvitamin D levels on the risk of multiple sclerosis
BACKGROUND: Observational studies and previous Mendelian randomization (MR) studies have shown that genetically low 25-hydroxyvitamin D (25OHD) levels are associated with a high susceptibility to multiple sclerosis (MS). The present MR study aims to update the causal estimates for the effects of 25O...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8722044/ https://www.ncbi.nlm.nih.gov/pubmed/34980161 http://dx.doi.org/10.1186/s12967-021-03205-6 |
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author | Wang, Renxi |
author_facet | Wang, Renxi |
author_sort | Wang, Renxi |
collection | PubMed |
description | BACKGROUND: Observational studies and previous Mendelian randomization (MR) studies have shown that genetically low 25-hydroxyvitamin D (25OHD) levels are associated with a high susceptibility to multiple sclerosis (MS). The present MR study aims to update the causal estimates for the effects of 25OHD levels on MS risk. METHODS: To date, the largest genome-wide association study (GWAS) for serum 25OHD (n = 401,460) and MS (14,498 MS cases and 24,091 controls) was used to assess the effect of serum 25OHD levels on MS. All participants were of European ancestry. The MR-egger_intercept test and Cochran’s Q statistic were used to determine the pleiotropy and the heterogeneity, respectively. MR-egger, weighted median, inverse variance weighted (multiplicative random effects), simple mode, and weighted mode methods were used to evaluate the causal association of serum 25OHD levels with MS. Finally, the effect of a single 25OHD SNP (single nucleotide polymorphism) on MS was used to test the SNP bias. RESULTS: One hundred and fifteen newly identified serum 25OHD genetic variants were extracted from a large-scale serum 25OHD GWAS dataset. The 20 most effective and independent 25OHD genetic instrumental variables were extracted from the MS GWAS summary statistics. Pleiotropy analysis suggested no significant pleiotropic variant among the 20 selected 25OHD genetic instrument variants in MS GWAS datasets. As serum levels of 25OHD based on genetic changes increased, the risk of MS decreased using MR-egger (Beta = − 0.940, p = 0.001; OR = 0.391), weighted median (Beta = − 0.835, p = 0.000; OR = 0.434), IVW (Beta = − 0.781, p = 0.000; OR = 0.458), simple mode (Beta = − 1.484, p = 0.016; OR = 0.227), and weighted mode (Beta = − 0.913, p = 0.000; OR = 0.401). Our results were robust, with no obvious bias based on investigating the single 25OHD SNP on MS. CONCLUSIONS: Our analysis suggested a causal association between genetically increased serum 25OHD levels and reduced MS in the European population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-021-03205-6. |
format | Online Article Text |
id | pubmed-8722044 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87220442022-01-06 Mendelian randomization study updates the effect of 25-hydroxyvitamin D levels on the risk of multiple sclerosis Wang, Renxi J Transl Med Research BACKGROUND: Observational studies and previous Mendelian randomization (MR) studies have shown that genetically low 25-hydroxyvitamin D (25OHD) levels are associated with a high susceptibility to multiple sclerosis (MS). The present MR study aims to update the causal estimates for the effects of 25OHD levels on MS risk. METHODS: To date, the largest genome-wide association study (GWAS) for serum 25OHD (n = 401,460) and MS (14,498 MS cases and 24,091 controls) was used to assess the effect of serum 25OHD levels on MS. All participants were of European ancestry. The MR-egger_intercept test and Cochran’s Q statistic were used to determine the pleiotropy and the heterogeneity, respectively. MR-egger, weighted median, inverse variance weighted (multiplicative random effects), simple mode, and weighted mode methods were used to evaluate the causal association of serum 25OHD levels with MS. Finally, the effect of a single 25OHD SNP (single nucleotide polymorphism) on MS was used to test the SNP bias. RESULTS: One hundred and fifteen newly identified serum 25OHD genetic variants were extracted from a large-scale serum 25OHD GWAS dataset. The 20 most effective and independent 25OHD genetic instrumental variables were extracted from the MS GWAS summary statistics. Pleiotropy analysis suggested no significant pleiotropic variant among the 20 selected 25OHD genetic instrument variants in MS GWAS datasets. As serum levels of 25OHD based on genetic changes increased, the risk of MS decreased using MR-egger (Beta = − 0.940, p = 0.001; OR = 0.391), weighted median (Beta = − 0.835, p = 0.000; OR = 0.434), IVW (Beta = − 0.781, p = 0.000; OR = 0.458), simple mode (Beta = − 1.484, p = 0.016; OR = 0.227), and weighted mode (Beta = − 0.913, p = 0.000; OR = 0.401). Our results were robust, with no obvious bias based on investigating the single 25OHD SNP on MS. CONCLUSIONS: Our analysis suggested a causal association between genetically increased serum 25OHD levels and reduced MS in the European population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-021-03205-6. BioMed Central 2022-01-03 /pmc/articles/PMC8722044/ /pubmed/34980161 http://dx.doi.org/10.1186/s12967-021-03205-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Renxi Mendelian randomization study updates the effect of 25-hydroxyvitamin D levels on the risk of multiple sclerosis |
title | Mendelian randomization study updates the effect of 25-hydroxyvitamin D levels on the risk of multiple sclerosis |
title_full | Mendelian randomization study updates the effect of 25-hydroxyvitamin D levels on the risk of multiple sclerosis |
title_fullStr | Mendelian randomization study updates the effect of 25-hydroxyvitamin D levels on the risk of multiple sclerosis |
title_full_unstemmed | Mendelian randomization study updates the effect of 25-hydroxyvitamin D levels on the risk of multiple sclerosis |
title_short | Mendelian randomization study updates the effect of 25-hydroxyvitamin D levels on the risk of multiple sclerosis |
title_sort | mendelian randomization study updates the effect of 25-hydroxyvitamin d levels on the risk of multiple sclerosis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8722044/ https://www.ncbi.nlm.nih.gov/pubmed/34980161 http://dx.doi.org/10.1186/s12967-021-03205-6 |
work_keys_str_mv | AT wangrenxi mendelianrandomizationstudyupdatestheeffectof25hydroxyvitamindlevelsontheriskofmultiplesclerosis |