medRxivGenetic & Genomic MedicinePreprint
Metabolomic and lipidomic signatures in autosomal dominant and late-onset Alzheimer disease brains
Brenna C. NovotnyiD, María Victoria FernándeziD, Ciyang WangiD, John BuddeiD, Kristy Bergmann, Abdallah M. EteleebiD, Joseph L. BradleyiD, Carol Webster, Curtis Ebl, Joanne B. Norton, Jen Gentsch, Umber DubeiD, Fengxian WangiD, John C. MorrisiD, Randall John BatemaniD, Richard J. PerriniD, Eric McDadeiD, Chengjie XiongiD, Jasmeer P. ChhatwaliD, Dominantly Inherited Alzheimer Network Study Group, Alzheimer’s Disease Neuroimaging Initiative, Alison GoateiD, Martin Rhys FarlowiD, Peter R. SchofieldiD, Helena Chang ChuiiD, , Oscar HarariiD
Abstract
The identification of multiple genetic risk factors for Alzheimer Disease (AD) provides evidence to support that many pathways contribute to AD onset and progression. However, the metabolomic and lipidomic profiles in carriers of distinct genetic risk factors are not fully understood. The metabolome can provide a direct image of dysregulated pathways in the brain, including information on treatment targets. In this study, we interrogate the metabolomic and lipidomic signatures in the AD brain, including carriers of pathogenic variants in APP, PSEN1, and PSEN2 (autosomal dominant AD; ADAD), APOE {varepsilon}4 and TREM2 risk variant carriers, and non-carrier sporadic AD (sAD). We generated metabolomic and lipidomic data from parietal cortical tissue from 366 participants with AD pathology and 26 cognitively unimpaired controls using the Metabolon global metabolomics platform. We identified 133 metabolites associated with disease status (FDR q-value<0.05). In sAD brains these include tryptophan betaine (b=-0.57) and N-acetylputrescine (b=-0.14). Metabolites associated with sAD and ADAD include ergothioneine (b=-0.21 and -0.26 respectively) and serotonin (b=-0.34 and -0.58, respectively). TREM2 and ADAD showed association with -tocopherol (b=-0.12 and -0.12) and CDP-ethanolamine (b=-0.13 and -0.10). {beta}-citrylglutamate levels are associated with sAD, ADAD, and TREM2 compared to controls (b=-0.15; -0.22; and -0.29, respectively). Additionally, we identified a signature of 16 metabolites that is significantly altered between genetic groups (sAD vs. control p = 1.05x10-7, ADAD vs. sAD p = 3.21x10-5) and is associated with Braak tau stage and disease duration. These data are available to the scientific community through a public web browser (http://ngi.pub/Metabolomics). Our findings were replicated in an independent cohort of 327 individuals.
- organism: human
- assay: metabolomics
- research focus: differential expression
- approach: statistical model
- Citations
- 4
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Metabolomics profiling reveals distinct, sex-specific signatures in the serum and brain metabolomes in the mouse models of Alzheimer's disease
Ravi S. Pandey, Matthias Arnold, … Gregory W. Carter·Alzheimer s & DementiaPeer-reviewed·Apr 27, 2024
- The Alzheimer’s Disease Metabolome: Effects of Sex and APOE ε4 genotype
Matthias Arnold, Kwangsik T. Nho, … Gabi Kastenmüller·Nature CommunicationsPeer-reviewed·Mar 2, 2020
- The landscape of metabolic brain alterations in Alzheimer's disease
Richa Batra, Matthias Arnold, … Jan Krumsiek·Alzheimer s & DementiaPeer-reviewed·Jul 13, 2022
- Sets of Co-regulated Serum Lipids are Associated with Alzheimer Disease Pathophysiology
Dinesh Kumar Barupal, Rebecca Bailli, … Alzheimer’s Disease Neuroimaging Initiative·bioRxiv·Feb 18, 2019
- Effects of genetic liability to Alzheimers disease on circulating metabolites across the life course
Hannah Compton, Madeleine L. Smith, … Emma Louise Anderson·medRxiv·Mar 24, 2022
- Distinct metabolic signatures of Alzheimer's and Parkinson's disease revealed through genetic overlap with metabolic markers
Sara Elizabeth Stinson, Alexey A. Shadrin, … Ole A. Andreassen·medRxiv·Jul 31, 2025