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阿尔茨海默病随机临床试验中的静息态功能磁共振成像

Resting-state functional magnetic resonance imaging in a randomized clinical trial for Alzheimer's disease.

作者信息

Clayton David, Coimbra Alexandre, Faraji Farshid, Bengtsson Thomas, Honigberg Lee, Cho William, Paul Robert, de Crespigny Alex

机构信息

Genentech, Inc., Research and Early Development, 1 DNA Way, South San Francisco, CA, 94080, USA.

出版信息

Neuroimage Rep. 2021 Sep 24;1(4):100055. doi: 10.1016/j.ynirp.2021.100055. eCollection 2021 Dec.

Abstract

Resting-state functional connectivity has been used to study Alzheimer's disease, revealing underlying differences between groups of individuals at different levels of cognitive impairment, or groupwise changes over time. Most of these studies have employed a single scanner and/or a single scan per subject. In this study, we used data collected from a substudy to two randomized clinical trials in patients with mild-to-moderate Alzheimer's Disease to investigate the robustness of functional connectivity in a multicenter, longitudinal setting. This substudy was not powered to detect drug treatment effects. With a basic imaging charter for inter-site acquisition standardization, we found no changes to functional connectivity over time in the placebo group, despite observable changes in clinical test scores and regional brain atrophy. We infer that functional connectivity, as implemented in our study, is not sensitive enough to detect disease progression in our patients. Using an 8-week interval between scans (in both treatment and placebo groups), we found that our test-retest reproducibility was comparable with other published results. We also found that the dominant source of measurement variability was within individuals over time, compared with variability between subjects and sites. Finally, we propose a simple method of visual inspection to identify scans that should be excluded from longitudinal analysis.

摘要

静息态功能连接已被用于研究阿尔茨海默病,揭示了不同认知障碍水平个体组之间的潜在差异,或随时间的组间变化。这些研究大多采用单一扫描仪和/或每位受试者单次扫描。在本研究中,我们使用了从轻度至中度阿尔茨海默病患者的两项随机临床试验的子研究中收集的数据,以调查多中心纵向环境中功能连接的稳健性。该子研究没有足够的能力检测药物治疗效果。通过基本的成像规范来实现站点间采集标准化,我们发现安慰剂组的功能连接随时间没有变化,尽管临床测试分数和局部脑萎缩有明显变化。我们推断,在我们的研究中实施的功能连接对检测我们患者的疾病进展不够敏感。在扫描之间使用8周的间隔(治疗组和安慰剂组均如此),我们发现我们的重测信度与其他已发表的结果相当。我们还发现,测量变异性的主要来源是个体随时间的变化,而不是受试者和站点之间的变异性。最后我们提出了一种简单的视觉检查方法,以识别应从纵向分析中排除的扫描。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/641a/12172824/3e202f822ae8/gr1.jpg

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