National Research Council of Canada, Digital Technologies Research Centre, Ottawa, Canada.
National Research Council of Canada, Human Health Therapeutics Research Centre, Ottawa, Canada.
PLoS One. 2021 May 10;16(5):e0250568. doi: 10.1371/journal.pone.0250568. eCollection 2021.
The development of effective therapies as well as early, molecular diagnosis of Alzheimer's disease is impeded by the lack of understanding of the underlying pathological mechanisms. Metabolomics studies of body fluids as well as brain tissues have shown major changes in metabolic profiles of Alzheimer's patients. However, with analysis performed at the late stages of the disease it is not possible to distinguish causes and consequence. The mouse model APP/PS1 expresses a mutant amyloid precursor protein resulting in early Amyloid β (Aβ) accumulation as well as many resulting physiological changes including changes in metabolic profile and metabolism. Analysis of metabolic profile of cerebrospinal fluid (CSF) and blood of APP/PS1 mouse model can provide information about metabolic changes in these body fluids caused by Aβ accumulation. Using our novel method for analysis of correlation and mathematical ranking of significant correlations between metabolites in CSF and blood, we have explored changes in metabolite correlation and connectedness in APP/PS1 and wild type mice. Metabolites concentration and correlation changes in CSF, blood and across the blood brain barrier determined in this work are affected by the production of amyloid plaque. Metabolite changes observed in the APP/PS1 mouse model are the response to the mutation causing plaque formation, not the cause for the plaque suggesting that they are less relevant in the context of early treatment and prevention then the metabolic changes observed only in humans.
阿尔茨海默病的有效治疗方法以及早期分子诊断的发展受到对潜在病理机制缺乏了解的阻碍。体液和脑组织的代谢组学研究表明,阿尔茨海默病患者的代谢谱发生了重大变化。然而,由于在疾病的晚期进行分析,因此无法区分原因和结果。APP/PS1 表达突变淀粉样前体蛋白的 APP/PS1 小鼠模型导致早期淀粉样 β(Aβ)积累以及许多生理变化,包括代谢谱和代谢的变化。分析 APP/PS1 小鼠模型的脑脊液(CSF)和血液的代谢谱可以提供有关 Aβ积累引起这些体液中代谢变化的信息。使用我们用于分析 CSF 和血液中代谢物之间相关性和显著相关性的数学排序的新方法,我们已经探索了 APP/PS1 和野生型小鼠中代谢物相关性和连通性的变化。本工作中确定的 CSF、血液和血脑屏障中代谢物浓度和相关性变化受淀粉样斑块产生的影响。在 APP/PS1 小鼠模型中观察到的代谢物变化是对导致斑块形成的突变的反应,而不是斑块的原因,这表明它们在早期治疗和预防的背景下相关性较小,而不是仅在人类中观察到的代谢变化。