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预测载脂蛋白 E ε3/ε3 非痴呆个体中多维因素的淀粉样蛋白-PET 和临床转化。

Predicting amyloid-PET and clinical conversion in apolipoprotein E ε3/ε3 non-demented individuals with multidimensional factors.

机构信息

Department of Neurology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Shandong, China.

School of Ulsan Ship and Ocean College, Ludong University, Yantai, China.

出版信息

Eur J Neurosci. 2024 Jul;60(1):3742-3758. doi: 10.1111/ejn.16376. Epub 2024 May 2.

Abstract

The apolipoprotein E (APOE) ε4 is a well-established risk factor of amyloid-β (Aβ) in Alzheimer's disease (AD). However, because of the high prevalence of APOE ε3, there may be a large number of people with APOE ε3/ε3 who are non-demented and have Aβ pathology. There are limited studies on assessing Aβ status and clinical conversion in the APOE ε3/ε3 non-demented population. Two hundred and ninety-three non-demented individuals with APOE ε3/ε3 from ADNI database were divided into Aβ-positron emission tomography (Aβ-PET) positivity (+) and Aβ-PET negativity (-) groups using cut-off value of >1.11. Stepwise regression searched for a single or multidimensional clinical variables for predicting Aβ-PET (+), and the receiver operating characteristic curve (ROC) assessed the accuracy of the predictive models. The Cox regression model explored the risk factors associated with clinical conversion to mild cognitive impairment (MCI) or AD. The results showed that the combination of sex, education, ventricle and white matter hyperintensity (WMH) volume can accurately predict Aβ-PET status in cognitively normal (CN), and the combination of everyday cognition study partner total (EcogSPTotal) score, age, plasma p-tau 181 and WMH can accurately predict Aβ-PET status in MCI individuals. EcogSPTotal score were independent predictors of clinical conversion to MCI or AD. The findings may provide a non-invasive and effective tool to improve the efficiency of screening Aβ-PET (+), accelerate and reduce costs of AD trial recruitment in future secondary prevention trials or help to select patients at high risk of disease progression in clinical trials.

摘要

载脂蛋白 E (APOE) ε4 是阿尔茨海默病 (AD) 中淀粉样蛋白-β (Aβ) 的一个既定风险因素。然而,由于 APOE ε3 的高患病率,可能有大量 APOE ε3/ε3 的人没有痴呆但有 Aβ 病理学。评估 APOE ε3/ε3 非痴呆人群中的 Aβ 状态和临床转化的研究有限。ADNI 数据库中的 293 名 APOE ε3/ε3 非痴呆个体被分为 Aβ-正电子发射断层扫描 (Aβ-PET) 阳性 (+) 和 Aβ-PET 阴性 (-) 组,使用 >1.11 的截断值。逐步回归搜索单一或多维临床变量以预测 Aβ-PET (+),并通过接收者操作特征曲线 (ROC) 评估预测模型的准确性。Cox 回归模型探索了与临床转化为轻度认知障碍 (MCI) 或 AD 相关的风险因素。结果表明,性别、教育、脑室和脑白质高信号 (WMH) 体积的组合可以准确预测认知正常 (CN) 个体的 Aβ-PET 状态,而日常生活认知研究伙伴总评分 (EcogSPTotal) 、年龄、血浆 p-tau181 和 WMH 的组合可以准确预测 MCI 个体的 Aβ-PET 状态。EcogSPTotal 评分是临床转化为 MCI 或 AD 的独立预测因子。这些发现可能为筛选 Aβ-PET (+) 提供一种非侵入性和有效的工具,提高未来二级预防试验中 AD 试验招募的效率并降低成本,或有助于在临床试验中选择疾病进展风险较高的患者。

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