阿尔茨海默病连续体中的结构性大脑差异:从大型多站点神经成像联盟对异质性的洞察
Tavia E Evans1, Natalia Vilor-Tejedor2, Gregory Operto3
1Department of Clinical Genetics, Erasmus MC, Rotterdam, the Netherlands; Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands.
概括
使用神经成像数据进行的全球阿尔茨海默氏病 (AD) 研究显示,虽然不同数据集的模式相似,但种族群体表现出初步差异. 协调处理和透明度对于未来的合作研究至关重要.
科学领域:
- 神经成像是一种神经成像.
- 阿尔茨海默氏症疾病研究研究
- 多站点研究 多站点研究
背景情况:
- 神经退行性疾病需要协作,多站点的研究.
- 数据异质性给全球数据聚合带来了挑战.
- 在阿尔茨海默病 (AD) 阶段和异质性来源中研究大脑结构.
研究的目的:
- 为了研究跨AD阶段的大脑结构.
- 了解神经成像标志物-AD关系在数据异质性之间如何变化.
- 评估数据采集,研究设计和人群对研究结果的影响.
主要方法:
- 使用了6个国际数据集 (N > 27,000).
- 对结构神经成像标记物进行了元分析,与AD连续性相关.
- 检查了磁共振成像采集,研究设计和种群之间的关联的变化.
主要成果:
- 根据数据采集方法,观察到关联的适度差异,但整体模式仍然相似.
- 初步发现表明,神经成像标志物-AD关系在各族群之间存在差异.
- 分析显示,尽管数据异质,但仍存在一致的模式.
结论:
- 数据多样性为AD的神经基础提供了宝贵的见解.
- 统一的数据处理和透明的数据收集对于全球合作至关重要.
- 未来的研究应该在元分析阶段接受和量化数据异质性.
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