Adam Turnbull, Yejin Kim, Kai Zhang, Xiaoqian Jiang, Zihuai He, Victor W Henderson, F Vankee Lin
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引用次数: 0
摘要
内侧颞叶及其相关皮质前颞和后内侧网络(MTL-AT-PM)的结构连接(SC)与阿尔茨海默病(AD)的病理和记忆衰退有关。然而,神经影像学分析并不能告诉我们颞叶皮质如何在分子水平上发生变化,也不能提供干预手段来减缓/预防MTL-AT-PM颞叶皮质与病理相关的变化。目前的研究旨在利用蛋白质组学了解 MTL-AT-PM 中与 AD 相关的变化是如何发生的以及在哪里发生的。我们对来自当地样本的 101 位老年人采用了四步方法,旨在了解蛋白质与 SC 在多变量水平上的结合如何预测 AD 病理学,并确定与 SC 和 AD 病理学相关的特定蛋白质。另外,我们还利用 ADNI 样本验证了已发现的与 SC 和 AD 病理学相关的蛋白质。我们发现了12个将蛋白质与SC联系起来的潜在因子,其中5个与AD病理和/或外显记忆有显著关系。胰岛素样生长因子结合蛋白和肿瘤坏死因子受体以及海马/副海马边缘对AD相关潜因子的贡献最大。快速因果推理发现了蛋白质-蛋白质、蛋白质-SC和蛋白质-病理学途径,其中有7种蛋白质与SC和AD相关的神经变性有定向联系。我们通过确定六种可用蛋白质与SC和ADNI中淀粉样蛋白-beta和磷酸化tau之间的显著关系验证了这些结果。我们确定了蛋白质与 MTL-AT-PM 网络之间的多变量关系,这增加了我们对 AD 病理学的了解,并提出了值得进一步研究的特定非病理蛋白质,这些蛋白质与大脑网络和 AD 病理学有关,是可能的治疗靶点。
Age-associated proteins explain the role of medial temporal lobe networks in Alzheimer's disease.
The structural connectivity (SC) of the medial temporal lobe and its associated cortical anterior temporal and posterior medial networks (MTL-AT-PM) is linked to pathologies and memory decline in Alzheimer's disease (AD). However, neuroimaging analyses cannot tell us how SC changes occur in AD at the molecular level and do not provide a means of intervening to slow/prevent pathology-related changes in MTL-AT-PM SC. The current study aimed to understand how and where AD-related changes occur within MTL-AT-PM using proteomics. We used a 4-step approach in 101 older adults from a local sample, aiming to understand how proteins and SC in combination at the multivariate level predict AD pathology, and to identify specific proteins related to SC and AD pathology. Separately, we validated the discovered proteins in relation to SC and AD pathology using ADNI sample. We identified 12 latent factors linking proteins and SC; five showed significant relationships with AD pathology and/or episodic memory. Insulin-like growth factor binding proteins and tumor necrosis factor receptors, and hippocampal/parahippocampal edges contributed most to AD-related latent factors. Fast causal inference found protein-protein, protein-SC, and protein-pathology pathways, with seven proteins showing directional links to SC and AD-related neurodegeneration. We validated these results by identifying significant relationships between six available proteins with SC and amyloid-beta and phosphorylated tau in ADNI. We identified multivariate relationships between proteins and MTL-AT-PM networks that add to our understanding of AD pathology and suggest specific non-pathological proteins that warrant further study in relation to brain networks and AD pathology as possible therapeutic targets.
GeroScienceMedicine-Complementary and Alternative Medicine
CiteScore
10.50
自引率
5.40%
发文量
182
期刊介绍:
GeroScience is a bi-monthly, international, peer-reviewed journal that publishes articles related to research in the biology of aging and research on biomedical applications that impact aging. The scope of articles to be considered include evolutionary biology, biophysics, genetics, genomics, proteomics, molecular biology, cell biology, biochemistry, endocrinology, immunology, physiology, pharmacology, neuroscience, and psychology.