Laboratory of Neuroimaging and Alzheimer's Epidemiology, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy.
Unit of Statistics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy.
Neurobiol Aging. 2020 May;89:55-62. doi: 10.1016/j.neurobiolaging.2019.12.019. Epub 2019 Dec 30.
Amyloid and tau pathological accumulation should be considered for Alzheimer's disease (AD) definition and before subjects' enrollment in disease-modifying trials. Although age, APOEε4, and sex influence cerebrospinal fluid (CSF) biomarker levels, none of these variables are considered by current normality/abnormality cutoffs. Using baseline CSF data from 2 independent cohorts (PharmaCOG/European Alzheimer's Disease Neuroimaging Initiative and Alzheimer's Disease Neuroimaging Initiative), we investigated the effect of age, APOEε4 status, and sex on CSF Aβ42/P-tau distribution and cutoff extraction by applying mixture models with covariates. The Aβ42/P-tau distribution revealed the presence of 3 subgroups (AD-like, intermediate, control-like) and 2 cutoffs. The identification of the intermediate subgroup and of the higher cutoff was APOEε4 dependent in both cohorts. APOE-specific classification (higher cutoff for APOEε4+, lower cutoff for APOEε4-) showed higher diagnostic accuracy in identifying MCI due to AD compared to single Aβ42 and Aβ42/P-tau cutoffs. APOEε4 influences amyloid and tau CSF markers and AD progression in MCI patients supporting i) the use of APOE-specific cutoffs to identify MCI due to AD and ii) the utility of considering APOE genotype for early AD diagnosis.
淀粉样蛋白和 tau 病理性积累应考虑用于阿尔茨海默病(AD)的定义,以及在疾病修饰试验中对受试者进行登记之前。尽管年龄、APOEε4 和性别会影响脑脊液(CSF)生物标志物水平,但目前的正常/异常界限都没有考虑到这些变量。利用来自 2 个独立队列(PharmaCOG/欧洲阿尔茨海默病神经影像学倡议和阿尔茨海默病神经影像学倡议)的基线 CSF 数据,我们通过应用带有协变量的混合模型,研究了年龄、APOEε4 状态和性别对 CSF Aβ42/P-tau 分布和临界值提取的影响。Aβ42/P-tau 分布显示存在 3 个亚组(AD 样、中间、对照样)和 2 个临界值。在两个队列中,中间亚组和较高临界值的识别均依赖于 APOEε4。APOE 特异性分类(APOEε4+的较高临界值,APOEε4-的较低临界值)在识别 AD 所致 MCI 方面比单独的 Aβ42 和 Aβ42/P-tau 临界值具有更高的诊断准确性。APOEε4 影响 MCI 患者的淀粉样蛋白和 tau CSF 标志物和 AD 进展,支持 i)使用 APOE 特异性临界值来识别 AD 所致 MCI,ii)考虑 APOE 基因型用于早期 AD 诊断的效用。