Regional juxtacortical microstructural changes and gene expression provide insights into neurodegeneration in Alzheimer's disease.

IF 7.5 1区 医学 Q1 PSYCHIATRY
Junfang Zhang, Lipeng Sun, Xinyuan Yang, Lin Kang, Yingting Zheng, Qi Huang, Wei Xu, Yihui Guan, Jun Liu, Yulei Deng, Fang Xie, Xiaomeng Xu, Binyin Li
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Abstract

White matter microstructural changes play a crucial role in cognitive decline in aging and neurodegenerative disorders including Alzheimer's disease (AD). However, the processes underlying white matter microstructural changes and the molecular pathways leading to these changes in AD remain largely unknown. AD involves cortical and juxtacortical microstructural changes, with free water fraction (FWF) as a potential imaging marker. We measured FWF using diffusion magnetic resonance imaging in 68 juxtacortical regions of 153 cognitively normal controls and 194 patients with AD as evidenced by elevated amyloid PET. We estimated the expression of 15,633 genes in the same regions using transcriptomic data from the Allen Human Brain Atlas. The biological processes and cell types associated with the linked genes were evaluated. Mediation analysis was used to examine whether FWF mediates the association between APOE ε4 status and cognitive performance. Gene ontological analyses revealed that these genes were enriched for biological processes relating to lipid metabolic process, ensheathment of neurons, and synaptic signaling and were predominantly expressed in oligodendrocytes, GABAergic neurons, and pyramidal neurons from the hippocampus CA region. These ontological enrichment results were replicated in two additional datasets. Furthermore, mediation analyses revealed a domain-specific role of FWF in the association between APOE ε4 status and cognitive performance. Our findings provide mechanistic insights into regional juxtacortical microstructural changes in AD, particularly the processes involving lipid metabolism, offering potential therapeutic targets.

区域皮层旁微结构变化和基因表达为阿尔茨海默病的神经退行性变提供了见解。
白质微结构的改变在衰老和神经退行性疾病包括阿尔茨海默病(AD)的认知能力下降中起着至关重要的作用。然而,阿尔茨海默病中白质微结构变化的潜在过程和导致这些变化的分子途径在很大程度上仍然未知。阿尔茨海默病涉及皮层和皮层旁微结构改变,游离水分数(FWF)是潜在的成像标志物。我们使用弥散磁共振成像测量了153名认知正常对照和194名AD患者的68个皮质旁区域的FWF,淀粉样蛋白PET升高证明了这一点。我们使用来自Allen人脑图谱的转录组学数据估计了相同区域中15,633个基因的表达。评估了与相关基因相关的生物学过程和细胞类型。采用中介分析检验FWF是否在APOE ε4状态与认知表现之间起中介作用。基因本体论分析显示,这些基因在脂质代谢过程、神经元鞘层和突触信号传导相关的生物过程中富集,主要表达在海马CA区的少突胶质细胞、gaba能神经元和锥体神经元中。这些本体富集结果在另外两个数据集中被复制。此外,中介分析显示,在APOE ε4状态与认知表现之间的关联中,FWF具有特定领域的作用。我们的研究结果为阿尔茨海默病的区域皮层旁微结构变化提供了机制见解,特别是涉及脂质代谢的过程,提供了潜在的治疗靶点。
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来源期刊
CiteScore
11.50
自引率
2.90%
发文量
484
审稿时长
23 weeks
期刊介绍: Psychiatry has suffered tremendously by the limited translational pipeline. Nobel laureate Julius Axelrod''s discovery in 1961 of monoamine reuptake by pre-synaptic neurons still forms the basis of contemporary antidepressant treatment. There is a grievous gap between the explosion of knowledge in neuroscience and conceptually novel treatments for our patients. Translational Psychiatry bridges this gap by fostering and highlighting the pathway from discovery to clinical applications, healthcare and global health. We view translation broadly as the full spectrum of work that marks the pathway from discovery to global health, inclusive. The steps of translation that are within the scope of Translational Psychiatry include (i) fundamental discovery, (ii) bench to bedside, (iii) bedside to clinical applications (clinical trials), (iv) translation to policy and health care guidelines, (v) assessment of health policy and usage, and (vi) global health. All areas of medical research, including — but not restricted to — molecular biology, genetics, pharmacology, imaging and epidemiology are welcome as they contribute to enhance the field of translational psychiatry.
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