State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, No. 19, Xinjiekouwai St, Haidian District, Beijing, 100875, P.R. China.
Beijing Aging Brain Rejuvenation Initiative (BABRI) Center, Beijing Normal University, No. 19, Xinjiekouwai St, Haidian District, Beijing, 100875, P.R. China.
Cereb Cortex. 2023 Nov 27;33(23):11329-11338. doi: 10.1093/cercor/bhad369.
It is helpful to understand the pathology of Alzheimer's disease by exploring the relationship between amyloid-β accumulation and cognition. The study explored the relationship between regional amyloid-β accumulation and multiple cognitions and study their application value in the Alzheimer's disease diagnosis. 135 participants completed 18F-florbetapir Positron Emission Tomography (PET), structural MRI, and a cognitive battery. Partial correlation was used to examine the relationship between global and regional amyloid-β accumulation and cognitions. Then, a support vector machine was applied to determine whether cognition-related accumulation regions can adequately distinguish the cognitively normal controls (76 participants) and mild cognitive impairment (30 participants) groups or mild cognitive impairment and Alzheimer's disease (29 participants) groups. The result showed that amyloid-β accumulation regions were mainly located in the frontoparietal cortex, calcarine fissure, and surrounding cortex and temporal pole regions. Episodic memory-related regions included the frontoparietal cortices; executive function-related regions included the frontoparietal, temporal, and occipital cortices; and processing speed-related regions included the frontal and occipital cortices. Support vector machine analysis showed that only episodic memory-related amyloid-β accumulation regions had better classification performance during the progression of Alzheimer's disease. Assessing regional changes in amyloid, particularly in frontoparietal regions, can aid in the early detection of amyloid-related decline in cognitive function.
通过探索淀粉样蛋白-β 积累与认知之间的关系,可以帮助了解阿尔茨海默病的病理学。本研究探讨了区域性淀粉样蛋白-β 积累与多种认知之间的关系,并研究了它们在阿尔茨海默病诊断中的应用价值。135 名参与者完成了 18F-氟比他滨正电子发射断层扫描(PET)、结构 MRI 和认知测试。采用偏相关分析来检验全局和局部淀粉样蛋白-β 积累与认知之间的关系。然后,应用支持向量机来确定与认知相关的积累区域是否能充分区分认知正常对照组(76 名参与者)和轻度认知障碍组(30 名参与者)或轻度认知障碍和阿尔茨海默病组(29 名参与者)。结果表明,淀粉样蛋白-β 积累区域主要位于额顶叶皮质、距状裂和周围皮质以及颞极区域。与情景记忆相关的区域包括额顶叶皮质;与执行功能相关的区域包括额顶叶、颞叶和枕叶;与处理速度相关的区域包括额叶和枕叶。支持向量机分析表明,只有与情景记忆相关的淀粉样蛋白-β 积累区域在阿尔茨海默病进展过程中具有更好的分类性能。评估淀粉样蛋白的区域性变化,特别是额顶叶区域的变化,有助于早期发现与淀粉样蛋白相关的认知功能下降。