Vardarajan Badri, Kalia Vrinda, Manly Jennifer, Brickman Adam, Reyes-Dumeyer Dolly, Lantigua Rafael, Ionita-Laza Iuliana, Jones Dean P, Miller Gary W, Mayeux Richard
College of Physicians and Surgeons Taub Institute for Research on Alzheimer's Disease and the Aging Brain Columbia University New York New York.
The Gertrude H. Sergievsky Center College of Physicians and Surgeons Columbia University New York New York.
Alzheimers Dement (N Y). 2020 May 6;6(1):e12025. doi: 10.1002/trc2.12025. eCollection 2020.
We investigated metabolites in plasma to capture systemic biochemical changes associated with Alzheimer's disease (AD).
Metabolites in plasma were measured in 59 AD cases and 60 healthy participants of African American (AA), Caribbean Hispanic (CH), and non-Hispanic white (NHW) ancestry using untargeted liquid-chromatography-based ultra-high-resolution mass spectrometry. Metabolite differences between AD and healthy, ethnic groups and apolipoprotein E gene () ε4 status were analyzed. Untargeted network analysis identified pathways enriched in AD-associated metabolites.
A total of 5929 annotated metabolites were measured. Partial least squares discriminant analysis (PLS-DA) inferred that AD clustered separately from healthy controls (area under the curve [AUC] = 0.9816); discriminating pathways included glycerophospholipid, sphingolipid, and non-essential amino acid (alanine, aspartate, glutamate) metabolism. Metabolic features in AA clustered differently from CH and NHW (AUC = 0.9275), and differed between ε4 carriers and non-carriers (AUC = 0.9972).
Metabolites, specifically lipids, were associated with AD, ε4, and ethnic group. Metabolite profiling can identify perturbed AD pathways, but genetic and ancestral background need to be considered.
我们研究了血浆中的代谢物,以捕捉与阿尔茨海默病(AD)相关的全身生化变化。
使用基于液相色谱的非靶向超高分辨率质谱法,对59例AD患者以及60名非裔美国人(AA)、加勒比西班牙裔(CH)和非西班牙裔白人(NHW)血统的健康参与者的血浆代谢物进行了测量。分析了AD与健康人群、种族群体以及载脂蛋白E基因()ε4状态之间的代谢物差异。非靶向网络分析确定了富含AD相关代谢物的途径。
共测量了5929种注释代谢物。偏最小二乘判别分析(PLS-DA)推断,AD与健康对照者聚类不同(曲线下面积[AUC]=0.9816);鉴别途径包括甘油磷脂、鞘脂和非必需氨基酸(丙氨酸、天冬氨酸、谷氨酸)代谢。AA的代谢特征与CH和NHW聚类不同(AUC=0.9275),并且在ε4携带者和非携带者之间存在差异(AUC=0.9972)。
代谢物,特别是脂质,与AD、ε4和种族群体有关。代谢物谱分析可以识别受干扰的AD途径,但需要考虑遗传和祖先背景。