Cargando…

Dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in Alzheimer disease: A targeted metabolomic and transcriptomic study

BACKGROUND: There is growing evidence that Alzheimer disease (AD) is a pervasive metabolic disorder with dysregulation in multiple biochemical pathways underlying its pathogenesis. Understanding how perturbations in metabolism are related to AD is critical to identifying novel targets for disease-mo...

Descripción completa

Detalles Bibliográficos
Autores principales: Mahajan, Uma V., Varma, Vijay R., Griswold, Michael E., Blackshear, Chad T., An, Yang, Oommen, Anup M., Varma, Sudhir, Troncoso, Juan C., Pletnikova, Olga, O’Brien, Richard, Hohman, Timothy J., Legido-Quigley, Cristina, Thambisetty, Madhav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6980402/
https://www.ncbi.nlm.nih.gov/pubmed/31978055
http://dx.doi.org/10.1371/journal.pmed.1003012
_version_ 1783490948033937408
author Mahajan, Uma V.
Varma, Vijay R.
Griswold, Michael E.
Blackshear, Chad T.
An, Yang
Oommen, Anup M.
Varma, Sudhir
Troncoso, Juan C.
Pletnikova, Olga
O’Brien, Richard
Hohman, Timothy J.
Legido-Quigley, Cristina
Thambisetty, Madhav
author_facet Mahajan, Uma V.
Varma, Vijay R.
Griswold, Michael E.
Blackshear, Chad T.
An, Yang
Oommen, Anup M.
Varma, Sudhir
Troncoso, Juan C.
Pletnikova, Olga
O’Brien, Richard
Hohman, Timothy J.
Legido-Quigley, Cristina
Thambisetty, Madhav
author_sort Mahajan, Uma V.
collection PubMed
description BACKGROUND: There is growing evidence that Alzheimer disease (AD) is a pervasive metabolic disorder with dysregulation in multiple biochemical pathways underlying its pathogenesis. Understanding how perturbations in metabolism are related to AD is critical to identifying novel targets for disease-modifying therapies. In this study, we test whether AD pathogenesis is associated with dysregulation in brain transmethylation and polyamine pathways. METHODS AND FINDINGS: We first performed targeted and quantitative metabolomics assays using capillary electrophoresis-mass spectrometry (CE-MS) on brain samples from three groups in the Baltimore Longitudinal Study of Aging (BLSA) (AD: n = 17; Asymptomatic AD [ASY]: n = 13; Control [CN]: n = 13) (overall 37.2% female; mean age at death 86.118 ± 9.842 years) in regions both vulnerable and resistant to AD pathology. Using linear mixed-effects models within two primary brain regions (inferior temporal gyrus [ITG] and middle frontal gyrus [MFG]), we tested associations between brain tissue concentrations of 26 metabolites and the following primary outcomes: group differences, Consortium to Establish a Registry for Alzheimer’s Disease (CERAD) (neuritic plaque burden), and Braak (neurofibrillary pathology) scores. We found significant alterations in concentrations of metabolites in AD relative to CN samples, as well as associations with severity of both CERAD and Braak, mainly in the ITG. These metabolites represented biochemical reactions in the (1) methionine cycle (choline: lower in AD, p = 0.003; S-adenosyl methionine: higher in AD, p = 0.005); (2) transsulfuration and glutathione synthesis (cysteine: higher in AD, p < 0.001; reduced glutathione [GSH]: higher in AD, p < 0.001); (3) polyamine synthesis/catabolism (spermidine: higher in AD, p = 0.004); (4) urea cycle (N-acetyl glutamate: lower in AD, p < 0.001); (5) glutamate-aspartate metabolism (N-acetyl aspartate: lower in AD, p = 0.002); and (6) neurotransmitter metabolism (gamma-amino-butyric acid: lower in AD, p < 0.001). Utilizing three Gene Expression Omnibus (GEO) datasets, we then examined mRNA expression levels of 71 genes encoding enzymes regulating key reactions within these pathways in the entorhinal cortex (ERC; AD: n = 25; CN: n = 52) and hippocampus (AD: n = 29; CN: n = 56). Complementing our metabolomics results, our transcriptomics analyses also revealed significant alterations in gene expression levels of key enzymatic regulators of biochemical reactions linked to transmethylation and polyamine metabolism. Our study has limitations: our metabolomics assays measured only a small proportion of all metabolites participating in the pathways we examined. Our study is also cross-sectional, limiting our ability to directly test how AD progression may impact changes in metabolite concentrations or differential-gene expression. Additionally, the relatively small number of brain tissue samples may have limited our power to detect alterations in all pathway-specific metabolites and their genetic regulators. CONCLUSIONS: In this study, we observed broad dysregulation of transmethylation and polyamine synthesis/catabolism, including abnormalities in neurotransmitter signaling, urea cycle, aspartate-glutamate metabolism, and glutathione synthesis. Our results implicate alterations in cellular methylation potential and increased flux in the transmethylation pathways, increased demand on antioxidant defense mechanisms, perturbations in intermediate metabolism in the urea cycle and aspartate-glutamate pathways disrupting mitochondrial bioenergetics, increased polyamine biosynthesis and breakdown, as well as abnormalities in neurotransmitter metabolism that are related to AD.
format Online
Article
Text
id pubmed-6980402
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-69804022020-02-04 Dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in Alzheimer disease: A targeted metabolomic and transcriptomic study Mahajan, Uma V. Varma, Vijay R. Griswold, Michael E. Blackshear, Chad T. An, Yang Oommen, Anup M. Varma, Sudhir Troncoso, Juan C. Pletnikova, Olga O’Brien, Richard Hohman, Timothy J. Legido-Quigley, Cristina Thambisetty, Madhav PLoS Med Research Article BACKGROUND: There is growing evidence that Alzheimer disease (AD) is a pervasive metabolic disorder with dysregulation in multiple biochemical pathways underlying its pathogenesis. Understanding how perturbations in metabolism are related to AD is critical to identifying novel targets for disease-modifying therapies. In this study, we test whether AD pathogenesis is associated with dysregulation in brain transmethylation and polyamine pathways. METHODS AND FINDINGS: We first performed targeted and quantitative metabolomics assays using capillary electrophoresis-mass spectrometry (CE-MS) on brain samples from three groups in the Baltimore Longitudinal Study of Aging (BLSA) (AD: n = 17; Asymptomatic AD [ASY]: n = 13; Control [CN]: n = 13) (overall 37.2% female; mean age at death 86.118 ± 9.842 years) in regions both vulnerable and resistant to AD pathology. Using linear mixed-effects models within two primary brain regions (inferior temporal gyrus [ITG] and middle frontal gyrus [MFG]), we tested associations between brain tissue concentrations of 26 metabolites and the following primary outcomes: group differences, Consortium to Establish a Registry for Alzheimer’s Disease (CERAD) (neuritic plaque burden), and Braak (neurofibrillary pathology) scores. We found significant alterations in concentrations of metabolites in AD relative to CN samples, as well as associations with severity of both CERAD and Braak, mainly in the ITG. These metabolites represented biochemical reactions in the (1) methionine cycle (choline: lower in AD, p = 0.003; S-adenosyl methionine: higher in AD, p = 0.005); (2) transsulfuration and glutathione synthesis (cysteine: higher in AD, p < 0.001; reduced glutathione [GSH]: higher in AD, p < 0.001); (3) polyamine synthesis/catabolism (spermidine: higher in AD, p = 0.004); (4) urea cycle (N-acetyl glutamate: lower in AD, p < 0.001); (5) glutamate-aspartate metabolism (N-acetyl aspartate: lower in AD, p = 0.002); and (6) neurotransmitter metabolism (gamma-amino-butyric acid: lower in AD, p < 0.001). Utilizing three Gene Expression Omnibus (GEO) datasets, we then examined mRNA expression levels of 71 genes encoding enzymes regulating key reactions within these pathways in the entorhinal cortex (ERC; AD: n = 25; CN: n = 52) and hippocampus (AD: n = 29; CN: n = 56). Complementing our metabolomics results, our transcriptomics analyses also revealed significant alterations in gene expression levels of key enzymatic regulators of biochemical reactions linked to transmethylation and polyamine metabolism. Our study has limitations: our metabolomics assays measured only a small proportion of all metabolites participating in the pathways we examined. Our study is also cross-sectional, limiting our ability to directly test how AD progression may impact changes in metabolite concentrations or differential-gene expression. Additionally, the relatively small number of brain tissue samples may have limited our power to detect alterations in all pathway-specific metabolites and their genetic regulators. CONCLUSIONS: In this study, we observed broad dysregulation of transmethylation and polyamine synthesis/catabolism, including abnormalities in neurotransmitter signaling, urea cycle, aspartate-glutamate metabolism, and glutathione synthesis. Our results implicate alterations in cellular methylation potential and increased flux in the transmethylation pathways, increased demand on antioxidant defense mechanisms, perturbations in intermediate metabolism in the urea cycle and aspartate-glutamate pathways disrupting mitochondrial bioenergetics, increased polyamine biosynthesis and breakdown, as well as abnormalities in neurotransmitter metabolism that are related to AD. Public Library of Science 2020-01-24 /pmc/articles/PMC6980402/ /pubmed/31978055 http://dx.doi.org/10.1371/journal.pmed.1003012 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Mahajan, Uma V.
Varma, Vijay R.
Griswold, Michael E.
Blackshear, Chad T.
An, Yang
Oommen, Anup M.
Varma, Sudhir
Troncoso, Juan C.
Pletnikova, Olga
O’Brien, Richard
Hohman, Timothy J.
Legido-Quigley, Cristina
Thambisetty, Madhav
Dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in Alzheimer disease: A targeted metabolomic and transcriptomic study
title Dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in Alzheimer disease: A targeted metabolomic and transcriptomic study
title_full Dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in Alzheimer disease: A targeted metabolomic and transcriptomic study
title_fullStr Dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in Alzheimer disease: A targeted metabolomic and transcriptomic study
title_full_unstemmed Dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in Alzheimer disease: A targeted metabolomic and transcriptomic study
title_short Dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in Alzheimer disease: A targeted metabolomic and transcriptomic study
title_sort dysregulation of multiple metabolic networks related to brain transmethylation and polyamine pathways in alzheimer disease: a targeted metabolomic and transcriptomic study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6980402/
https://www.ncbi.nlm.nih.gov/pubmed/31978055
http://dx.doi.org/10.1371/journal.pmed.1003012
work_keys_str_mv AT mahajanumav dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT varmavijayr dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT griswoldmichaele dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT blackshearchadt dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT anyang dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT oommenanupm dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT varmasudhir dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT troncosojuanc dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT pletnikovaolga dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT obrienrichard dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT hohmantimothyj dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT legidoquigleycristina dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy
AT thambisettymadhav dysregulationofmultiplemetabolicnetworksrelatedtobraintransmethylationandpolyaminepathwaysinalzheimerdiseaseatargetedmetabolomicandtranscriptomicstudy