Alzheimer s & DementiaGenetic & Genomic MedicinePeer-reviewed journal article
Genetic Regulation of the Metabolome Differs by Sex, Alzheimer's Disease Stage, and Plasma Biomarker Status
Jaclyn M. EissmaniD, Min QiaoiD, Vrinda KaliaiD, Marielba Zerlin, Dolly Reyes‐DumeyeriD, Angel L. Piriz, Saurabh Dubey, Renu NandakumariD, Annie LeeiD, Rafael LantiguaiD, Martin A. Medrano, Diones Rivera MejíaiD, Lawrence S. HonigiD, Clifton L. DalgardiD, Gary Wright MilleriD, Richard P MayeuxiD, Badri Narayan VardarajaniD
Abstract
We investigated genetic regulators of circulating plasma metabolites to identify pathways underlying biochemical changes in clinical and biomarker-assisted diagnosis of Alzheimers 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.
- organism: human
- assay: whole-genome sequencing
- assay: metabolomics
- research focus: differential expression
- approach: statistical model
- Citations
- 2
- FWCI
- 1.29
- Field percentile
- top 19%
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