School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 7 Sassoon Road, Pokfulam, Hong Kong SAR, China.
Graduate School of Public Health and Health Policy, City University of New York, New York, USA.
Eur J Epidemiol. 2021 Jan;36(1):81-88. doi: 10.1007/s10654-020-00683-8. Epub 2020 Sep 14.
This study was carried out to assess the effect of amyloid and tau on Alzheimer's disease using two-sample Mendelian randomization design. Genetic associations with plasma amyloid species (amyloid precursor protein, amyloid-like protein 2, serum amyloid P-component, amyloid beta peptide), cerebrospinal fluid (CSF) amyloid beta, total tau, and phosphorylated tau were extracted from the largest genome-wide association study (GWAS) available. Genetic associations with Alzheimer's disease were obtained from a GWAS of proxy-cases based on family history of Alzheimer's disease with 314,278 participants from the UK Biobank and a GWAS with clinically diagnosed Alzheimer's disease from the International Genomics of Alzheimer's Project (IGAP) with 21,982 cases and 41,944 controls. Estimates were obtained using inverse variance weighting with sensitivity analyses including MR-Egger, weighted median and MR-PRESSO. Presence of bias due to selective survival and competing risk was also considered. Plasma amyloid species, CSF total tau and phosphorylated tau were not associated with Alzheimer's disease. For CSF Aβ, no association was found using the proxy-cases but an inverse association was found after removing outliers with MR-PRESSO using IGAP. Higher genetically predicted (p < 1 × 10) plasma amyloid species, CSF total tau and phosphorylated tau (based on sample sizes ~ 3300) were not associated with Alzheimer's disease using family history or clinically diagnosed cases while effects of CSF Aβ were inconsistent between the family history and IGAP GWAS.
本研究采用两样本孟德尔随机化设计,评估淀粉样蛋白和tau 对阿尔茨海默病的影响。从最大的全基因组关联研究(GWAS)中提取与血浆淀粉样蛋白种类(淀粉样前体蛋白、淀粉样蛋白样蛋白 2、血清淀粉样蛋白 P 成分、β淀粉样肽)、脑脊液(CSF)β淀粉样蛋白、总tau 和磷酸化 tau 的遗传关联。从英国生物库中基于阿尔茨海默病家族史的代表性病例的 GWAS 中获得与阿尔茨海默病的遗传关联,该研究共有 314278 名参与者,从国际阿尔茨海默病基因组学项目(IGAP)中获得了具有临床诊断为阿尔茨海默病的 GWAS,该研究共有 21982 例病例和 41944 例对照。使用逆方差加权法获得估计值,并进行敏感性分析,包括 MR-Egger、加权中位数和 MR-PRESSO。还考虑了由于选择性存活和竞争风险引起的偏倚。血浆淀粉样蛋白种类、CSF 总 tau 和磷酸化 tau 与阿尔茨海默病无关。对于 CSF Aβ,使用代表性病例未发现关联,但使用 IGAP 通过 MR-PRESSO 去除离群值后发现了反向关联。在使用家族史或临床诊断病例时,基于样本量(~3300),更高的遗传预测(p<1×10)血浆淀粉样蛋白种类、CSF 总 tau 和磷酸化 tau 与阿尔茨海默病无关,而 CSF Aβ 的影响在家族史和 IGAP GWAS 之间不一致。