Altered spatiotemporal consistency and their genetic mechanisms in mild cognitive impairment: a combined neuroimaging and transcriptome study.

IF 2.9 2区 医学 Q2 NEUROSCIENCES Cerebral cortex Pub Date : 2025-02-05 DOI:10.1093/cercor/bhaf045
Yao Zhu, Anmo Wang, Yuyu Zhou, Shuya Yuan, Yang Ji, Wei Hu
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Abstract

The Four-dimensional (spatiotemporal) Consistency of local Neural Activities (FOCA) metric was utilized to assess spontaneous whole-brain activity. Despite its application, the genetic underpinnings of FOCA alterations in Alzheimer's Disease (AD)-related Mild Cognitive Impairment (MCI) remain largely unexplored. To elucidate these changes, we analyzed group FOCA differences in 41 MCI patients and 46 controls from the Alzheimer's Disease Neuroimaging Initiative database. Integrating the Allen Human Brain Atlas, we performed transcriptome-neuroimaging spatial association analyses to pinpoint genes correlating with MCI-related FOCA changes. We observed heightened FOCA in the frontal-parietal system and diminished FOCA in the temporal lobe and medium cingulate gyrus among MCI patients. These FOCA alterations were spatially linked to the expression of 384 genes, which were enriched in crucial molecular functions, biological processes, and cellular components of the cerebral cortex, as well as related pathways. These genes were specifically expressed in brain tissue and corticothalamic neurons, particularly during late cortical development. They also connected to various behavioral domains. Furthermore, these genes could form a protein-protein interaction network, supported by 34 hub genes. Our results suggest that local spatiotemporal consistency of spontaneous brain activity in MCI may stem from the complex interplay of a broad spectrum of genes with diverse functional features.

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轻度认知障碍的时空一致性改变及其遗传机制:一项神经影像学和转录组学联合研究。
局部神经活动的四维(时空)一致性(FOCA)度量被用来评估自发的全脑活动。尽管它的应用,FOCA在阿尔茨海默病(AD)相关轻度认知障碍(MCI)中改变的遗传基础仍未被广泛探索。为了阐明这些变化,我们分析了来自阿尔茨海默病神经影像学倡议数据库的41名MCI患者和46名对照组的FOCA组差异。结合Allen人脑图谱,我们进行了转录组-神经成像空间关联分析,以确定与mci相关的FOCA变化相关的基因。我们观察到MCI患者额顶叶系统的FOCA升高,颞叶和中扣带回的FOCA降低。这些FOCA变化在空间上与384个基因的表达有关,这些基因在大脑皮层的关键分子功能、生物过程和细胞成分以及相关途径中富集。这些基因在脑组织和皮质丘脑神经元中特异性表达,特别是在皮质发育晚期。它们还与不同的行为领域有关。此外,这些基因可以形成一个由34个枢纽基因支持的蛋白质-蛋白质相互作用网络。我们的研究结果表明,MCI患者自发性脑活动的局部时空一致性可能源于具有不同功能特征的广泛基因谱的复杂相互作用。
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来源期刊
Cerebral cortex
Cerebral cortex 医学-神经科学
CiteScore
6.30
自引率
8.10%
发文量
510
审稿时长
2 months
期刊介绍: Cerebral Cortex publishes papers on the development, organization, plasticity, and function of the cerebral cortex, including the hippocampus. Studies with clear relevance to the cerebral cortex, such as the thalamocortical relationship or cortico-subcortical interactions, are also included. The journal is multidisciplinary and covers the large variety of modern neurobiological and neuropsychological techniques, including anatomy, biochemistry, molecular neurobiology, electrophysiology, behavior, artificial intelligence, and theoretical modeling. In addition to research articles, special features such as brief reviews, book reviews, and commentaries are included.
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