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内吞作用途径多基因评分影响阿尔茨海默病高危人群的海马网络连接和个体化识别。

Endocytosis-pathway polygenic scores affects the hippocampal network connectivity and individualized identification across the high-risk of Alzheimer's disease.

机构信息

Department of Neurology, School of Medicine, Affiliated ZhongDa Hospital, Southeast University, Nanjing, 210000, Jiangsu, China.

出版信息

Brain Imaging Behav. 2021 Jun;15(3):1155-1169. doi: 10.1007/s11682-020-00316-4.

DOI:10.1007/s11682-020-00316-4
PMID:32803660
Abstract

The neural mechanisms underlying the polygenic effects of the endocytosis pathway on the brain function of Alzheimer's Disease (AD) remain unclear, especially in the prodromal stages of AD from early mild cognitive impairment (EMCI) to late mild cognitive impairment (LMCI). We used an imaging genetic approach to investigate the polygenic effects of the endocytosis pathway on the hippocampal network across the prodromal stages of AD. The subjects' data were selected from the Alzheimer's Disease Neuroimaging Initiative. Hippocampal volumes were examined in subjects of cognitive normal (CN), EMCI and LMCI groups. Multivariate linear regression analysis was employed to measure the effects of disease and endocytosis-based multilocus genetic risk scores (MGRS) on the hippocampal network which was constructed using the bilateral hippocampal regions. We identified hippocampal volumes in LMCI group were smaller than those in CN and EMCI groups. Endocytosis-based MGRS was widely influenced the neural structures within the hippocampal network, especially in the prefrontal-occipital regions and striatum. Compared to low endocytosis-based MGRS carriers, high MGRS carriers showed the opposite trajectory of hippocampal network functional connectivity (FC) across the prodromal stages of AD. Further, a model composed of selected hippocampal FCs and hippocampal volume yielded strong classification powers of EMCI and LMCI. These findings expand our understanding of the pathophysiology of polygenic effects underlying brain network in the prodromal stages of AD.

摘要

内吞作用通路的多基因效应对阿尔茨海默病(AD)脑功能的神经机制尚不清楚,特别是在 AD 的前驱期,从早期轻度认知障碍(EMCI)到晚期轻度认知障碍(LMCI)。我们使用影像学遗传方法研究了内吞作用通路的多基因效应对 AD 前驱期海马网络的影响。研究对象的数据选自阿尔茨海默病神经影像学倡议。对认知正常(CN)、EMCI 和 LMCI 组的研究对象进行海马体积检查。采用多元线性回归分析来衡量疾病和基于内吞作用的多基因风险评分(MGRS)对使用双侧海马区域构建的海马网络的影响。我们发现 LMCI 组的海马体积小于 CN 和 EMCI 组。基于内吞作用的 MGRS 广泛影响海马网络内的神经结构,特别是在前额叶-枕叶区域和纹状体。与低内吞作用 MGRS 携带者相比,高 MGRS 携带者在 AD 的前驱期表现出相反的海马网络功能连接(FC)轨迹。此外,由选定的海马 FC 和海马体积组成的模型对 EMCI 和 LMCI 具有很强的分类能力。这些发现扩展了我们对内吞作用通路多基因效应对 AD 前驱期脑网络的病理生理学的理解。

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