Nho Kwangsik, Kueider-Paisley Alexandra, Arnold Matthias, MahmoudianDehkordi Siamak, Risacher Shannon L, Louie Gregory, Blach Colette, Baillie Rebecca, Han Xianlin, Kastenmüller Gabi, Doraiswamy P Murali, Kaddurah-Daouk Rima, Saykin Andrew J
Department of Radiology and Imaging Sciences, Center for Computational Biology and Bioinformatics, and the Indiana Alzheimer Disease Center, Indiana University School of Medicine, Indianapolis, IN 46202, USA.
Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC 27710, USA.
Brain Commun. 2021 Jul 2;3(3):fcab139. doi: 10.1093/braincomms/fcab139. eCollection 2021.
Metabolomics in the Alzheimer's Disease Neuroimaging Initiative cohort provides a powerful tool for mapping biochemical changes in Alzheimer's disease, and a unique opportunity to learn about the association between circulating blood metabolites and brain amyloid-β deposition in Alzheimer's disease. We examined 140 serum metabolites and their associations with brain amyloid-β deposition, cognition and conversion from mild cognitive impairment to Alzheimer's disease in the Alzheimer's Disease Neuroimaging Initiative. Processed [F] Florbetapir PET images were used to perform a voxel-wise statistical analysis of the effect of metabolite levels on amyloid-β accumulation across the whole brain. We performed a multivariable regression analysis using age, sex, body mass index, apolipoprotein E ε4 status and study phase as covariates. We identified nine metabolites as significantly associated with amyloid-β deposition after multiple comparison correction. Higher levels of one acylcarnitine (C3; propionylcarnitine) and one biogenic amine (kynurenine) were associated with decreased amyloid-β accumulation and higher memory scores. However, higher levels of seven phosphatidylcholines (lysoPC a C18:2, PC aa C42:0, PC ae C42:3, PC ae C44:3, PC ae C44:4, PC ae C44:5 and PC ae C44:6) were associated with increased brain amyloid-β deposition. In addition, higher levels of PC ae C44:4 were significantly associated with lower memory and executive function scores and conversion from mild cognitive impairment to Alzheimer's disease dementia. Our findings suggest that dysregulation of peripheral phosphatidylcholine metabolism is associated with earlier pathological changes noted in Alzheimer's disease as measured by brain amyloid-β deposition as well as later clinical features including changes in memory and executive functioning. Perturbations in phosphatidylcholine metabolism may point to issues with membrane restructuring leading to the accumulation of amyloid-β in the brain. Additional studies are needed to explore whether these metabolites play a causal role in the pathogenesis of Alzheimer's disease or if they are biomarkers for systemic changes during preclinical phases of the disease.
阿尔茨海默病神经影像学计划队列中的代谢组学为描绘阿尔茨海默病中的生化变化提供了一个强大工具,也是了解阿尔茨海默病中循环血液代谢物与脑淀粉样蛋白-β沉积之间关联的独特机会。我们在阿尔茨海默病神经影像学计划中检测了140种血清代谢物及其与脑淀粉样蛋白-β沉积、认知以及从轻度认知障碍向阿尔茨海默病转化的关联。使用处理后的[F]氟代硼替佐米PET图像对代谢物水平对全脑淀粉样蛋白-β积累的影响进行体素级统计分析。我们使用年龄、性别、体重指数、载脂蛋白E ε4状态和研究阶段作为协变量进行多变量回归分析。经过多重比较校正后,我们确定了9种代谢物与淀粉样蛋白-β沉积显著相关。一种酰基肉碱(C3;丙酰肉碱)和一种生物胺(犬尿氨酸)水平较高与淀粉样蛋白-β积累减少及记忆评分较高相关。然而,7种磷脂酰胆碱(溶血磷脂酰胆碱C18:2、磷脂酰胆碱aa C42:0、磷脂酰胆碱ae C42:3、磷脂酰胆碱ae C44:3、磷脂酰胆碱ae C44:4、磷脂酰胆碱ae C44:5和磷脂酰胆碱ae C44:6)水平较高与脑淀粉样蛋白-β沉积增加相关。此外,磷脂酰胆碱ae C44:4水平较高与较低的记忆和执行功能评分以及从轻度认知障碍向阿尔茨海默病痴呆的转化显著相关。我们的研究结果表明,外周磷脂酰胆碱代谢失调与阿尔茨海默病中通过脑淀粉样蛋白-β沉积测量的早期病理变化以及包括记忆和执行功能变化在内的后期临床特征相关。磷脂酰胆碱代谢的扰动可能指向膜重构问题,导致脑内淀粉样蛋白-β积累。需要进一步研究来探索这些代谢物是否在阿尔茨海默病发病机制中起因果作用,或者它们是否是疾病临床前期全身变化的生物标志物。