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Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer’s disease
OBJECTIVE: Until now, observational studies have explored the impact of vitamin C intake on Alzheimer’s disease (AD) risk, however, reported ambiguous findings. To develop effective therapies or prevention, the causal link between vitamin C levels and AD should be established. METHODS: Here, we sele...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555275/ https://www.ncbi.nlm.nih.gov/pubmed/34715780 http://dx.doi.org/10.1186/s12263-021-00700-9 |
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author | Liu, Haijie Zhang, Yan Hu, Yang Zhang, Haihua Wang, Tao Han, Zhifa Gao, Shan Wang, Longcai Liu, Guiyou |
author_facet | Liu, Haijie Zhang, Yan Hu, Yang Zhang, Haihua Wang, Tao Han, Zhifa Gao, Shan Wang, Longcai Liu, Guiyou |
author_sort | Liu, Haijie |
collection | PubMed |
description | OBJECTIVE: Until now, observational studies have explored the impact of vitamin C intake on Alzheimer’s disease (AD) risk, however, reported ambiguous findings. To develop effective therapies or prevention, the causal link between vitamin C levels and AD should be established. METHODS: Here, we selected 11 plasma vitamin C genetic variants from a large-scale plasma vitamin C GWAS dataset (N = 52,018) as the potential instrumental variables. We extracted their corresponding summary statistics from large-scale IGAP clinically diagnosed AD GWAS dataset (N = 63,926) and UK Biobank AD proxy phenotype GWAS dataset (N = 314,278), as well as two UK Biobank subgroups including the maternal AD group (27,696 cases of maternal AD and 260,980 controls) and paternal AD group (14,338 cases of paternal AD and 245,941 controls). We then performed a Mendelian randomization (MR) study to evaluate the causal association between plasma vitamin C levels and the risk of AD and AD proxy phenotype. Meanwhile, we further verified these findings using a large-scale cognitive performance GWAS dataset (N = 257,841). RESULTS: In IGAP, we found no significant causal association between plasma vitamin C levels and the risk of AD. In UK Biobank, we found that per 1 SD increase in plasma vitamin C levels (about 20.2 μmol/l) was significantly associated with the reduced risk of AD proxy phenotype (OR = 0.93, 95% CI 0.88–0.98, P = 7.00E−03). A subgroup MR analysis in UK Biobank indicated that per 1 SD increase in plasma vitamin C levels could significantly reduce the risk of AD proxy phenotype in the maternal AD group (OR = 0.89, 95% CI 0.84–0.94, P = 7.29E−05), but not in the paternal AD group (OR = 1.02, 95% CI 0.92–1.12, P = 7.59E−01). The leave-one-out permutation further showed that the SLC23A1 rs33972313 variant largely changed the precision of the overall MR estimates in all these four GWAS datasets. Meanwhile, we did not observe any significant causal effect of plasma vitamin C levels on the cognitive performance. CONCLUSION: We demonstrated that there may be no causal association between plasma vitamin C levels and the risk of AD in people of European descent. The insistent findings in clinically diagnosed AD and AD proxy phenotype may be caused by the phenotypic heterogeneity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12263-021-00700-9. |
format | Online Article Text |
id | pubmed-8555275 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85552752021-11-01 Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer’s disease Liu, Haijie Zhang, Yan Hu, Yang Zhang, Haihua Wang, Tao Han, Zhifa Gao, Shan Wang, Longcai Liu, Guiyou Genes Nutr Research OBJECTIVE: Until now, observational studies have explored the impact of vitamin C intake on Alzheimer’s disease (AD) risk, however, reported ambiguous findings. To develop effective therapies or prevention, the causal link between vitamin C levels and AD should be established. METHODS: Here, we selected 11 plasma vitamin C genetic variants from a large-scale plasma vitamin C GWAS dataset (N = 52,018) as the potential instrumental variables. We extracted their corresponding summary statistics from large-scale IGAP clinically diagnosed AD GWAS dataset (N = 63,926) and UK Biobank AD proxy phenotype GWAS dataset (N = 314,278), as well as two UK Biobank subgroups including the maternal AD group (27,696 cases of maternal AD and 260,980 controls) and paternal AD group (14,338 cases of paternal AD and 245,941 controls). We then performed a Mendelian randomization (MR) study to evaluate the causal association between plasma vitamin C levels and the risk of AD and AD proxy phenotype. Meanwhile, we further verified these findings using a large-scale cognitive performance GWAS dataset (N = 257,841). RESULTS: In IGAP, we found no significant causal association between plasma vitamin C levels and the risk of AD. In UK Biobank, we found that per 1 SD increase in plasma vitamin C levels (about 20.2 μmol/l) was significantly associated with the reduced risk of AD proxy phenotype (OR = 0.93, 95% CI 0.88–0.98, P = 7.00E−03). A subgroup MR analysis in UK Biobank indicated that per 1 SD increase in plasma vitamin C levels could significantly reduce the risk of AD proxy phenotype in the maternal AD group (OR = 0.89, 95% CI 0.84–0.94, P = 7.29E−05), but not in the paternal AD group (OR = 1.02, 95% CI 0.92–1.12, P = 7.59E−01). The leave-one-out permutation further showed that the SLC23A1 rs33972313 variant largely changed the precision of the overall MR estimates in all these four GWAS datasets. Meanwhile, we did not observe any significant causal effect of plasma vitamin C levels on the cognitive performance. CONCLUSION: We demonstrated that there may be no causal association between plasma vitamin C levels and the risk of AD in people of European descent. The insistent findings in clinically diagnosed AD and AD proxy phenotype may be caused by the phenotypic heterogeneity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12263-021-00700-9. BioMed Central 2021-10-29 /pmc/articles/PMC8555275/ /pubmed/34715780 http://dx.doi.org/10.1186/s12263-021-00700-9 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/) . |
spellingShingle | Research Liu, Haijie Zhang, Yan Hu, Yang Zhang, Haihua Wang, Tao Han, Zhifa Gao, Shan Wang, Longcai Liu, Guiyou Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer’s disease |
title | Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer’s disease |
title_full | Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer’s disease |
title_fullStr | Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer’s disease |
title_full_unstemmed | Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer’s disease |
title_short | Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer’s disease |
title_sort | mendelian randomization to evaluate the effect of plasma vitamin c levels on the risk of alzheimer’s disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555275/ https://www.ncbi.nlm.nih.gov/pubmed/34715780 http://dx.doi.org/10.1186/s12263-021-00700-9 |
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