Nature CommunicationsBioinformaticsPeer-reviewed journal article
The Alzheimer’s Disease Metabolome: Effects of Sex and APOE ε4 genotype
Matthias ArnoldiD, Kwangsik T. NhoiD, Alexandra Kueider‐PaisleyiD, Tyler MassaroiD, Kevin HuynhiD, Barbara Brauner, Siamak MahmoudianDehkordiiD, Gregory LouieiD, Martin Arthur MoseleyiD, J. Will ThompsoniD, Lisa St. John‐Williams, Jessica D. TenenbaumiD, Colette BlachiD, Rui R. ChangiD, Roberta Dı́az BrintoniD, Rebecca BaillieiD, Xianlin HaniD, John Q. TrojanowskiiD, Leslie M. J. ShawiD, Ralph Nigel MartinsiD, Michael Walter WeineriD, Eugenia V. TrushinaiD, Jon B. ToledoiD, Peter J. MeikleiD, David Alan BennettiD, , Gabi KastenmülleriD
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Abstract
Recent studies have provided evidence that late-onset Alzheimers disease (AD) can in part be considered a metabolic disease. Besides age, female sex and APOE {varepsilon}4 genotype represent strong risk factors for AD. They also both give rise to large metabolic differences, suggesting that metabolic aspects of AD pathogenesis may differ between males and females and between APOE {varepsilon}4 carriers and non-carriers. We systematically investigated group-specific metabolic alterations by conducting stratified association analyses of 140 metabolites measured in serum samples of 1,517 AD neuroimaging initiative subjects, with AD biomarkers for A{beta} and tau pathology and neurodegeneration. We observed substantial sex differences in effects of 15 metabolites on AD biomarkers with partially overlapping differences for APOE {varepsilon}4 status groups. These metabolites highlighted several group-specific alterations not observed in unstratified analyses using sex and APOE {varepsilon}4 as covariates. Combined stratification by both variables uncovered further subgroup-specific metabolic effects limited to the group with presumably the highest AD risk: APOE {varepsilon}4+ females. Pathways linked to the observed metabolic alterations suggest that females experience more expressed impairment of mitochondrial energy production in AD than males. These findings indicate that dissecting metabolic heterogeneity in AD pathogenesis may enable grading of the biomedical relevance of specific pathways for specific subgroups. Extending our approach beyond simple one- or two-fold stratification may thus guide the way to personalized medicine.\n\nSignificance statementResearch provides substantial evidence that late-onset Alzheimers disease (AD) is a metabolic disease. Besides age, female sex and APOE{varepsilon}4 genotype represent strong risk factors for AD, and at the same time give rise to large metabolic differences. Our systematic investigation of sex and APOE {varepsilon}4 genotype differences in the link between metabolism and measures of pre-symptomatic AD using stratified analysis revealed several group-specific metabolic alterations that were not observed without sex and genotype stratification of the same cohort. Pathways linked to the observed metabolic alterations suggest females are more affected by impairment of mitochondrial energy production in AD than males, highlighting the importance of tailored treatment approaches towards a precision medicine approach.
- organism: human
- assay: metabolomics
- research focus: differential expression
- approach: statistical model
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