APOE4基因型与阿尔茨海默病生物标志物、神经影像学和认知测量的轨迹:一种混合效应疾病进展模型

IF 2.8 4区 医学 Q3 PHARMACOLOGY & PHARMACY
Carson Essenburg, Murali Ramanathan
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引用次数: 0

摘要

背景:载脂蛋白E基因(APOE4)的ε4等位基因是发生散发性阿尔茨海默病(AD)的主要危险因素。APOE4纯合性最近被认为是AD遗传形式的决定性特征。目的是使用混合效应疾病进展模型来评估APOE4在AD进展中的作用(如果有的话)。方法:分析来自阿尔茨海默病神经影像学倡议(ADNI)的2092名参与者的数据,这些参与者被分类为认知正常(CN)、主观记忆问题(SMC)、早期轻度认知障碍(EMCI)、晚期轻度认知障碍(LMCI)或AD。每个纳入的受试者随访的中位数为5.00 (IQR: 3-8);共有n = 13,699名随访者。从基线到6年的随访分析了人口统计学、APOE4基因型、脑脊液生物标志物、MRI测量和神经心理学测试。线性混合效应模型用于评估APOE4基因型对疾病进展的影响。结果:APOE4杂合子和纯合子频率在AD患者中高于CN患者(p)。结论:APOE4基因型对AD患者生物标志物水平、神经影像学和认知预后的进展产生不利影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
APOE4 genotypes and the trajectory of biomarkers, neuroimaging, and cognitive measures in Alzheimer's Disease: A mixed-effects disease progression model.

Background: The ε4 allele of the apolipoprotein E gene (APOE4) is a major risk factor for developing sporadic Alzheimer's disease (AD). APOE4 homozygosity has been recently proposed as the defining signature of a genetic form of AD. The goal was to assess the role, if any, of APOE4 in AD progression using a mixed-effects disease progression model-informed approach.

Methods: Data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) were analyzed for 2092 participants categorized as cognitively normal (CN), subjective memory concerns (SMC), early mild cognitive impairment (EMCI), late mild cognitive impairment (LMCI), or AD. Each included subject had a median of 5.00 (IQR: 3-8) follow-ups; there were n = 13,699 follow-ups. Demographics, APOE4 genotype, cerebrospinal fluid biomarkers, MRI measures, and neuropsychological tests from baseline to 6-years of follow-up visits were analyzed. Linear mixed-effects models were used to evaluate the impact of the APOE4 genotype on disease progression.

Results: APOE4 heterozygous and homozygous frequencies were higher in AD vs. CN (p < 0.001). APOE4-positive groups were associated with lower levels of amyloid β1-42, higher levels of Tau and phosphorylated tau-181 proteins, lower hippocampus and entorhinal volumes, and worse AD Assessment Scale Cognitive-11 (ADAS-COG11), ADAS-COG13, and Mini-Mental State Examination neuropsychological test scores. The progression of the biomarkers over time was not associated with APOE4 positivity. The progression of all MRI measures and neuropsychological test scores was associated with APOE4 positivity.

Conclusions: APOE4 genotypes adversely influence the levels of biomarkers and the progression of neuroimaging and cognitive outcomes in AD.

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来源期刊
CiteScore
4.90
自引率
4.00%
发文量
39
审稿时长
6-12 weeks
期刊介绍: Broadly speaking, the Journal of Pharmacokinetics and Pharmacodynamics covers the area of pharmacometrics. The journal is devoted to illustrating the importance of pharmacokinetics, pharmacodynamics, and pharmacometrics in drug development, clinical care, and the understanding of drug action. The journal publishes on a variety of topics related to pharmacometrics, including, but not limited to, clinical, experimental, and theoretical papers examining the kinetics of drug disposition and effects of drug action in humans, animals, in vitro, or in silico; modeling and simulation methodology, including optimal design; precision medicine; systems pharmacology; and mathematical pharmacology (including computational biology, bioengineering, and biophysics related to pharmacology, pharmacokinetics, orpharmacodynamics). Clinical papers that include population pharmacokinetic-pharmacodynamic relationships are welcome. The journal actively invites and promotes up-and-coming areas of pharmacometric research, such as real-world evidence, quality of life analyses, and artificial intelligence. The Journal of Pharmacokinetics and Pharmacodynamics is an official journal of the International Society of Pharmacometrics.
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