Genetic Regulation of the Metabolome Differs by Sex, Alzheimer's Disease Stage, and Plasma Biomarker Status.

Jaclyn M Eissman, Min Qiao, Vrinda Kalia, Marielba Zerlin-Esteves, Dolly Reyes-Dumeyer, Angel Piriz, Saurabh Dubey, Renu Nandakumar, Annie J Lee, Rafael A Lantigua, Martin Medrano, Diones Rivera Mejia, Lawrence S Honig, Clifton L Dalgard, Gary W Miller, Richard Mayeux, Badri N Vardarajan
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Abstract

We investigated genetic regulators of circulating plasma metabolites to identify pathways underlying biochemical changes in clinical and biomarker-assisted diagnosis of Alzheimer's disease (AD). We computed metabolite quantitative trait loci by using whole genome sequencing and small molecule plasma metabolites from 229 older adults with clinical AD and 322 age-matched healthy controls. Unbiased associations between 6,881 metabolites and 332,772 common genetic variants were tested, adjusted for age, sex, and both metabolomic and genomic principal components. We identified 72 novel and known SNP-metabolite associations spanning 66 genes and 12 metabolite classes, including PYROXD2 and N6-methyllysine, FAAH and myristoylglycine, as well as FADS2 and arachidonic acid. In addition, we found differences in genetic regulation of metabolites among individuals with clinically defined AD compared to AD defined by a published plasma P-tau181 level cut-off. We also found more SNP-metabolite associations among males compared to females. In summary, we identified sex- and disease-specific genetic regulators of plasma metabolites and unique biological mechanisms of genetic perturbations in AD.

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代谢组的遗传调控因性别、阿尔茨海默病分期和血浆生物标志物状态而异。
我们研究了循环血浆代谢物的遗传调控因子,以确定阿尔茨海默病(AD)临床和生物标志物辅助诊断中生化变化的潜在途径。我们通过全基因组测序和来自229名老年临床AD患者和322名年龄匹配的健康对照者的小分子血浆代谢物计算代谢物数量性状位点。测试了6881种代谢物与332772种常见遗传变异之间的无偏相关性,并根据年龄、性别、代谢组学和基因组学主成分进行了调整。我们鉴定了72个新的和已知的snp代谢物关联,涉及66个基因和12个代谢物类别,包括PYROXD2和n6 -甲基赖氨酸,FAAH和肉豆肉酰基甘氨酸,以及FADS2和花生四烯酸。此外,我们发现,与已公布的血浆P-tau181水平临界值所定义的AD相比,临床定义的AD患者代谢物的遗传调控存在差异。我们还发现,与女性相比,男性中snp代谢物的关联更多。总之,我们确定了血浆代谢物的性别和疾病特异性遗传调控因子以及AD遗传扰动的独特生物学机制。
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