Haijie Liu, Yan Zhang, Yang Hu, Haihua Zhang, Tao Wang, Zhifa Han, Shan Gao, Longcai Wang, Guiyou Liu
{"title":"孟德尔随机化评估血浆维生素C水平对阿尔茨海默病风险的影响。","authors":"Haijie Liu, Yan Zhang, Yang Hu, Haihua Zhang, Tao Wang, Zhifa Han, Shan Gao, Longcai Wang, Guiyou Liu","doi":"10.1186/s12263-021-00700-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":12554,"journal":{"name":"Genes & Nutrition","volume":" ","pages":"19"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555275/pdf/","citationCount":"8","resultStr":"{\"title\":\"Mendelian randomization to evaluate the effect of plasma vitamin C levels on the risk of Alzheimer's disease.\",\"authors\":\"Haijie Liu, Yan Zhang, Yang Hu, Haihua Zhang, Tao Wang, Zhifa Han, Shan Gao, Longcai Wang, Guiyou Liu\",\"doi\":\"10.1186/s12263-021-00700-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>We demonstrated that there may be no causal association between plasma vitamin C levels and the risk of AD in people of European descent. 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引用次数: 8
摘要
目的:到目前为止,观察性研究已经探索了维生素C摄入对阿尔茨海默病(AD)风险的影响,然而报道的结果不明确。为了开发有效的治疗或预防方法,维生素C水平与AD之间的因果关系应该被确立。方法:在这里,我们从大规模血浆维生素C GWAS数据集中(N = 52018)选择了11个血浆维生素C遗传变异作为潜在的工具变量。我们从大规模IGAP临床诊断AD GWAS数据集(N = 63,926)和UK Biobank AD代理表型GWAS数据集(N = 314,278)以及UK Biobank两个亚组中提取了相应的汇总统计数据,包括母亲AD组(27,696例母亲AD和260,980例对照)和父亲AD组(14,338例父亲AD和245,941例对照)。然后,我们进行了一项孟德尔随机化(MR)研究,以评估血浆维生素C水平与阿尔茨海默病风险和阿尔茨海默病代理表型之间的因果关系。同时,我们使用大规模认知性能GWAS数据集(N = 257,841)进一步验证了这些发现。结果:在IGAP中,我们发现血浆维生素C水平与AD风险之间没有显著的因果关系。在UK Biobank中,我们发现血浆维生素C水平每增加1 μmol/l(约20.2 μmol/l)与AD代理表型风险降低显著相关(OR = 0.93, 95% CI 0.88-0.98, P = 7.00E-03)。UK Biobank的亚组MR分析显示,血浆维生素C水平每增加1 SD可显著降低母体AD组AD代理表型的风险(OR = 0.89, 95% CI 0.84-0.94, P = 7.29E-05),但在父亲AD组中没有(OR = 1.02, 95% CI 0.92-1.12, P = 7.59E-01)。这一遗漏排列进一步表明,SLC23A1 rs33972313变异在很大程度上改变了所有这四个GWAS数据集的总体MR估计的精度。同时,我们没有观察到血浆维生素C水平对认知表现有任何显著的因果关系。结论:我们证明了欧洲血统人群血浆维生素C水平与AD风险之间可能没有因果关系。临床诊断的AD和AD代理表型的持续存在可能是由于表型异质性引起的。
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 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.