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Alterations in metabolic pathways and networks in Alzheimer’s disease

机译:阿尔茨海默氏病的代谢途径和网络改变

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The pathogenic mechanisms of Alzheimer’s disease (AD) remain largely unknown and clinical trials have not demonstrated significant benefit. Biochemical characterization of AD and its prodromal phase may provide new diagnostic and therapeutic insights. We used targeted metabolomics platform to profile cerebrospinal fluid (CSF) from AD ( n =40), mild cognitive impairment (MCI, n =36) and control ( n =38) subjects; univariate and multivariate analyses to define between-group differences; and partial least square-discriminant analysis models to classify diagnostic groups using CSF metabolomic profiles. A partial correlation network was built to link metabolic markers, protein markers and disease severity. AD subjects had elevated methionine (MET), 5-hydroxyindoleacetic acid (5-HIAA), vanillylmandelic acid, xanthosine and glutathione versus controls. MCI subjects had elevated 5-HIAA, MET, hypoxanthine and other metabolites versus controls. Metabolite ratios revealed changes within tryptophan, MET and purine pathways. Initial pathway analyses identified steps in several pathways that appear altered in AD and MCI. A partial correlation network showed total tau most directly related to norepinephrine and purine pathways; amyloid-β (Ab42) was related directly to an unidentified metabolite and indirectly to 5-HIAA and MET. These findings indicate that MCI and AD are associated with an overlapping pattern of perturbations in tryptophan, tyrosine, MET and purine pathways, and suggest that profound biochemical alterations are linked to abnormal Ab42 and tau metabolism. Metabolomics provides powerful tools to map interlinked biochemical pathway perturbations and study AD as a disease of network failure.
机译:阿尔茨海默氏病(AD)的致病机制仍然未知,临床试验尚未显示出明显的益处。 AD及其前驱期的生化特征可能提供新的诊断和治疗见解。我们使用靶向代谢组学平台对来自AD(n = 40),轻度认知障碍(MCI,n = 36)和对照(n = 38)受试者的脑脊液(CSF)进行了分析。单变量和多变量分析以定义组间差异;和部分最小二乘判别分析模型,以使用CSF代谢组学谱对诊断组进行分类。建立了部分相关网络来链接代谢标志物,蛋白质标志物和疾病严重程度。与对照相比,AD受试者的甲硫氨酸(MET),5-羟基吲哚乙酸(5-HIAA),香草戊二酸,黄嘌呤和谷胱甘肽均升高。与对照组相比,MCI患者的5-HIAA,MET,次黄嘌呤和其他代谢产物升高。代谢物比率揭示了色氨酸,MET和嘌呤途径内的变化。初始途径分析确定了在AD和MCI中似乎已改变的几种途径中的步骤。部分相关网络显示总tau与去甲肾上腺素和嘌呤途径最直接相关;淀粉样蛋白-β(Ab42)与未知代谢物直接相关,与5-HIAA和MET间接相关。这些发现表明,MCI和AD与色氨酸,酪氨酸,MET和嘌呤途径中的扰动重叠模式有关,并暗示深刻的生化改变与Ab42和tau代谢异常有关。代谢组学提供了强大的工具来绘制相互关联的生化途径扰动,并将AD研究为网络故障疾病。

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