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神经纤维缠结阶段与阿尔茨海默病症状的进展速度:基于尸检队列的建模及在临床试验设计中的应用

Neurofibrillary Tangle Stage and the Rate of Progression of Alzheimer Symptoms: Modeling Using an Autopsy Cohort and Application to Clinical Trial Design.

作者信息

Qian Jing, Hyman Bradley T, Betensky Rebecca A

机构信息

Department of Biostatistics and Epidemiology, University of Massachusetts, Amherst.

Neurology Service, Massachusetts General Hospital, Charlestown, Massachusetts.

出版信息

JAMA Neurol. 2017 May 1;74(5):540-548. doi: 10.1001/jamaneurol.2016.5953.

DOI:10.1001/jamaneurol.2016.5953
PMID:28288263
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5547572/
Abstract

IMPORTANCE

The heterogeneity of rate of clinical progression among patients with Alzheimer disease leads to difficulty in providing clinical counseling and diminishes the power of clinical trials using disease-modifying agents.

OBJECTIVE

To gain a better understanding of the factors that affect the natural history of progression in Alzheimer disease for the purpose of improving both clinical care and clinical trial design.

DESIGN, SETTING, AND PARTICIPANTS: A longitudinal cohort study of aging from 2005 to 2014 in the National Alzheimer Coordinating Center. Clinical evaluation of the participants was conducted in 31 National Institute on Aging's Alzheimer Disease Centers. Nine hundred eighty-four participants in the National Alzheimer Coordinating Center cohort study who died and underwent autopsy and met inclusion and exclusion criteria.

MAIN OUTCOMES AND MEASURES

We sought to model the possibility that knowledge of neurofibrillary tangle burden in the presence of moderate or frequent plaques would add to the ability to predict clinical rate of progression during the ensuing 2 to 3 years. We examined the National Alzheimer Coordinating Center autopsy data to evaluate the effect of different neurofibrillary tangle stages on the rates of progression on several standard clinical instruments: the Clinical Dementia Rating Scale sum of boxes, a verbal memory test (logical memory), and a controlled oral word association task (vegetable naming), implementing a reverse-time longitudinal modeling approach in conjunction with latent class estimation to adjust for unmeasured sources of heterogeneity.

RESULTS

Several correlations between clinical variables and neurocognitive performance suggest a basis for heterogeneity: Higher education level was associated with lower Clinical Dementia Rating Scale sum of boxes (β = -0.19; P < .001), and frequent vs moderate neuritic plaques were associated with higher Clinical Dementia Rating Scale sum of boxes (β = 1.64; P < .001) and lower logical memory score (β = -1.07; P = .005). The rate of change of the clinical and cognitive scores varied depending on Braak stage, when adjusting for plaques, age of death, sex, education, and APOE genotype. For example, comparing high vs low Braak stage with other variables fixed, the logical memory score decreased a substantial 0.38 additional units per year (95% CI, -0.70 to -0.06; P = .02). Using these data, we estimate that a 300-participant clinical trial with end point of a 20% improvement in slope in rate of change of Clinical Dementia Rating Scale sum of boxes has 89% power when all participants in the trial are from the high Braak stage, compared with 29% power if Braak stage had not used for eligibility.

CONCLUSIONS AND RELEVANCE

We found that knowledge of neurofibrillary tangle stage, modeled as the sort of information that could be available from tau positron-emission tomography scans and its use to determine eligibility to a trial, could dramatically improve the power of clinical trials and equivalently reduce the required sample sizes of clinical trials.

摘要

重要性

阿尔茨海默病患者临床进展速度的异质性导致提供临床咨询存在困难,并削弱了使用疾病修饰药物的临床试验的效力。

目的

为了更好地理解影响阿尔茨海默病进展自然史的因素,以改善临床护理和临床试验设计。

设计、地点和参与者:2005年至2014年在国家阿尔茨海默病协调中心进行的一项关于衰老的纵向队列研究。对参与者的临床评估在31个美国国立衰老研究所的阿尔茨海默病中心进行。国家阿尔茨海默病协调中心队列研究中的984名参与者死亡并接受了尸检,且符合纳入和排除标准。

主要结局和测量指标

我们试图建立一种模型,即了解在存在中度或频繁出现的斑块时神经原纤维缠结负担的情况是否会增加预测随后2至3年临床进展速度的能力。我们检查了国家阿尔茨海默病协调中心的尸检数据,以评估不同神经原纤维缠结阶段对几种标准临床工具进展速度的影响:临床痴呆评定量表方框总和、言语记忆测试(逻辑记忆)和受控口语单词联想任务(蔬菜命名),采用逆时纵向建模方法并结合潜在类别估计来调整未测量的异质性来源。

结果

临床变量与神经认知表现之间的几种相关性表明存在异质性的基础:较高的教育水平与较低的临床痴呆评定量表方框总和相关(β = -0.19;P <.001),频繁出现的神经炎性斑块与中度斑块相比,与较高的临床痴呆评定量表方框总和相关(β = 1.64;P <.001)以及较低的逻辑记忆得分相关(β = -1.07;P =.005)。在调整斑块、死亡年龄、性别、教育程度和APOE基因型后,临床和认知得分的变化率因Braak分期而异。例如,将高Braak分期与低Braak分期进行比较,其他变量固定不变时,逻辑记忆得分每年额外大幅下降0.38个单位(95%CI,-0.70至-0.06;P =.02)。利用这些数据,我们估计,一项以临床痴呆评定量表方框总和变化率斜率改善20%为终点的300名参与者的临床试验,如果试验中的所有参与者都来自高Braak分期,则有89%的效力,而如果未将Braak分期用于确定入选标准,则效力为29%。

结论及意义

我们发现,将神经原纤维缠结阶段的知识(建模为可从tau正电子发射断层扫描获得的那种信息)及其用于确定试验入选资格的情况,可以显著提高临床试验的效力,并等效地减少临床试验所需的样本量。

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