Home LiteratureArticle Details
PMID: 23816564 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Review

Recent advances in the application of metabolomics to Alzheimer's Disease.

Biochimica et biophysica acta ·Vol. 1842 ·No. 8 ·2014-08-00 ·Pages 1232-9

Trushina E, Mielke MM

Abstract

The pathophysiological changes associated with Alzheimer's Disease (AD) begin decades before the emergence of clinical symptoms. Understanding the early mechanisms associated with AD pathology is, therefore, especially important for identifying disease-modifying therapeutic targets. While the majority of AD clinical trials to date have focused on anti-amyloid-beta (Aβ) treatments, other therapeutic approaches may be necessary. The ability to monitor changes in cellular networks that include both Aβ and non-Aβ pathways is essential to advance our understanding of the etiopathogenesis of AD and subsequent development of cognitive symptoms and dementia. Metabolomics is a powerful tool that detects perturbations in the metabolome, a pool of metabolites that reflects changes downstream of genomic, transcriptomic and proteomic fluctuations, and represents an accurate biochemical profile of the organism in health and disease. The application of metabolomics could help to identify biomarkers for early AD diagnosis, to discover novel therapeutic targets, and to monitor therapeutic response and disease progression. Moreover, given the considerable parallel between mouse and human metabolism, the use of metabolomics provides ready translation of animal research into human studies for accelerated drug design. In this review, we will summarize current progress in the application of metabolomics in both animal models and in humans to further understanding of the mechanisms involved in AD pathogenesis.

Keywords
Alzheimer's Disease Animal models Biomarkers Cerebrospinal fluid Metabolomics Plasma
MeSH Terms
Alzheimer Disease/metabolism,pathology Animals Disease Models, Animal Humans Metabolomics/methods,trends
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Trushina Eugenia
Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA; Department of Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN 55905, USA. Electronic address: [email protected].
Mielke Michelle M
Department of Health Sciences Research, Division of Epidemiology, Mayo Clinic, Rochester, MN 55905, USA.
References (68)
68 references, click to expand
  1. Lipids and the pathogenesis of Alzheimer's disease: is there a link?
    Int Rev Psychiatry. 2006 Apr;18(2):173-86 PMID: 16777671
  2. Plasma sphingomyelins are associated with cognitive progression in Alzheimer's disease.
    J Alzheimers Dis. 2011;27(2):259-69 PMID: 21841258
  3. Alzheimer's disease: the challenge of the second century.
    Sci Transl Med. 2011 Apr 6;3(77):77sr1 PMID: 21471435
  4. Serotonin and 5-hydroxyindoleacetic acid in CSF. Difference in Parkinson's disease and dementia of the Alzheimer's type.
    Arch Neurol. 1985 Feb;42(2):127-9 PMID: 2579625
  5. Hypoxia due to cardiac arrest induces a time-dependent increase in serum amyloid β levels in humans.
    PLoS One. 2011;6(12):e28263 PMID: 22194817
  6. Apolipoprotein E, not fibrillar β-amyloid, reduces cerebral glucose metabolism in normal aging.
    J Neurosci. 2012 Dec 12;32(50):18227-33 PMID: 23238736
  7. Metabolomics in early Alzheimer's disease: identification of altered plasma sphingolipidome using shotgun lipidomics.
    PLoS One. 2011;6(7):e21643 PMID: 21779331
  8. TUDCA, a bile acid, attenuates amyloid precursor protein processing and amyloid-β deposition in APP/PS1 mice.
    Mol Neurobiol. 2012 Jun;45(3):440-54 PMID: 22438081
  9. Could plasma sphingolipids be diagnostic or prognostic biomarkers for Alzheimer's disease?
    Clin Lipidol. 2012 Oct;7(5):525-536 PMID: 23606909
  10. Amyloid-beta peptide oligomers disrupt axonal transport through an NMDA receptor-dependent mechanism that is mediated by glycogen synthase kinase 3beta in primary cultured hippocampal neurons.
    J Neurosci. 2010 Jul 7;30(27):9166-71 PMID: 20610750
  11. Alzheimer disease in the United States (2010-2050) estimated using the 2010 census.
    Neurology. 2013 May 7;80(19):1778-83 PMID: 23390181
  12. Alterations of cholesterol precursor levels in Alzheimer's disease.
    Biochim Biophys Acta. 2010 Aug;1801(8):945-50 PMID: 20226877
  13. Cerebral PET with florbetapir compared with neuropathology at autopsy for detection of neuritic amyloid-β plaques: a prospective cohort study.
    Lancet Neurol. 2012 Aug;11(8):669-78 PMID: 22749065
  14. Identification of a new plasma biomarker of Alzheimer's disease using metabolomics technology.
    J Lipid Res. 2012 Mar;53(3):567-576 PMID: 22203775
  15. Altered metabolic profile in the frontal cortex of PS2APP transgenic mice, monitored throughout their life span.
    Neurobiol Dis. 2005 Feb;18(1):32-9 PMID: 15649694
  16. A proposed metabolic strategy for monitoring disease progression in Alzheimer's disease.
    Electrophoresis. 2009 Apr;30(7):1235-9 PMID: 19288586
  17. Metabolomics: a global biochemical approach to drug response and disease.
    Annu Rev Pharmacol Toxicol. 2008;48:653-83 PMID: 18184107
  18. Correlation of myo-inositol levels and grading of cerebral astrocytomas.
    AJNR Am J Neuroradiol. 2000 Oct;21(9):1645-9 PMID: 11039343
  19. The emerging field of lipidomics.
    Nat Rev Drug Discov. 2005 Jul;4(7):594-610 PMID: 16052242
  20. Choline metabolism as a basis for the selective vulnerability of cholinergic neurons.
    Trends Neurosci. 1992 Apr;15(4):117-22 PMID: 1374967
  21. Neuropathological stageing of Alzheimer-related changes.
    Acta Neuropathol. 1991;82(4):239-59 PMID: 1759558
  22. Amyloid-independent mechanisms in Alzheimer's disease pathogenesis.
    J Neurosci. 2010 Nov 10;30(45):14946-54 PMID: 21068297
  23. The human serum metabolome.
    PLoS One. 2011 Feb 16;6(2):e16957 PMID: 21359215
  24. Serum sphingomyelins and ceramides are early predictors of memory impairment.
    Neurobiol Aging. 2010 Jan;31(1):17-24 PMID: 18455839
  25. Metabolomic changes in autopsy-confirmed Alzheimer's disease.
    Alzheimers Dement. 2011 May;7(3):309-17 PMID: 21075060
  26. Astroglial expression of ceramide in Alzheimer's disease brains: a role during neuronal apoptosis.
    Neuroscience. 2005;130(3):657-66 PMID: 15590150
  27. Inhibition of N-acetylaspartate production: implications for 1H MRS studies in vivo.
    Neuroreport. 1996 May 31;7(8):1397-400 PMID: 8856684
  28. Alzheimer's disease.
    N Engl J Med. 2010 Jan 28;362(4):329-44 PMID: 20107219
  29. N-Acetylaspartate in the CNS: from neurodiagnostics to neurobiology.
    Prog Neurobiol. 2007 Feb;81(2):89-131 PMID: 17275978
  30. Brain glucose hypometabolism and oxidative stress in preclinical Alzheimer's disease.
    Ann N Y Acad Sci. 2008 Dec;1147:180-95 PMID: 19076441
  31. Biomarkers of neurodegeneration for diagnosis and monitoring therapeutics.
    Nat Rev Drug Discov. 2007 Apr;6(4):295-303 PMID: 17347655
  32. Innovation: Metabolomics: the apogee of the omics trilogy.
    Nat Rev Mol Cell Biol. 2012 Mar 22;13(4):263-9 PMID: 22436749
  33. Florbetapir PET analysis of amyloid-β deposition in the presenilin 1 E280A autosomal dominant Alzheimer's disease kindred: a cross-sectional study.
    Lancet Neurol. 2012 Dec;11(12):1057-65 PMID: 23137949
  34. A metabolomic study of the CRND8 transgenic mouse model of Alzheimer's disease.
    Neurochem Int. 2010 Jul;56(8):937-47 PMID: 20398713
  35. Glycerophosphocholine is elevated in cerebrospinal fluid of Alzheimer patients.
    Neurobiol Aging. 2004 Nov-Dec;25(10):1299-303 PMID: 15465626
  36. Plasma ceramides are altered in mild cognitive impairment and predict cognitive decline and hippocampal volume loss.
    Alzheimers Dement. 2010 Sep;6(5):378-85 PMID: 20813340
  37. HMDB: a knowledgebase for the human metabolome.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D603-10 PMID: 18953024
  38. Monitoring disease progression in transgenic mouse models of Alzheimer's disease with proton magnetic resonance spectroscopy.
    Proc Natl Acad Sci U S A. 2005 Aug 16;102(33):11906-10 PMID: 16091461
  39. Lipids in Alzheimer's disease: A century-old story.
    Biochim Biophys Acta. 2010 Aug;1801(8):750-3 PMID: 20471492
  40. Clinical and biomarker changes in dominantly inherited Alzheimer's disease.
    N Engl J Med. 2012 Aug 30;367(9):795-804 PMID: 22784036
  41. Involvement of oxidative stress-induced abnormalities in ceramide and cholesterol metabolism in brain aging and Alzheimer's disease.
    Proc Natl Acad Sci U S A. 2004 Feb 17;101(7):2070-5 PMID: 14970312
  42. Alzheimer's disease beyond the genomic era: nuclear magnetic resonance (NMR) spectroscopy-based metabolomics.
    J Cell Mol Med. 2008 Sep-Oct;12(5A):1477-85 PMID: 18554316
  43. Alzheimer's disease: genes, proteins, and therapy.
    Physiol Rev. 2001 Apr;81(2):741-66 PMID: 11274343
  44. High total cholesterol levels in late life associated with a reduced risk of dementia.
    Neurology. 2005 May 24;64(10):1689-95 PMID: 15911792
  45. Substantial sulfatide deficiency and ceramide elevation in very early Alzheimer's disease: potential role in disease pathogenesis.
    J Neurochem. 2002 Aug;82(4):809-18 PMID: 12358786
  46. Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade.
    Lancet Neurol. 2010 Jan;9(1):119-28 PMID: 20083042
  47. Magnetic resonance spectroscopic analysis of Alzheimer's disease mouse brain that express mutant human APP shows altered neurochemical profile.
    Brain Res. 2004 Jun 25;1012(1-2):60-5 PMID: 15158161
  48. Identification of altered metabolic pathways in plasma and CSF in mild cognitive impairment and Alzheimer's disease using metabolomics.
    PLoS One. 2013 May 20;8(5):e63644 PMID: 23700429
  49. Regional distribution of amino acid transmitters in postmortem brains of presenile and senile dementia of Alzheimer type.
    Ann Neurol. 1986 Mar;19(3):263-9 PMID: 2870679
  50. Risk of dementia in MCI: combined effect of cerebrovascular disease, volumetric MRI, and 1H MRS.
    Neurology. 2009 Apr 28;72(17):1519-25 PMID: 19398707
  51. Quantitative histological analysis of amyloid deposition in Alzheimer's double transgenic mouse brain.
    Neuroscience. 2000;101(4):939-44 PMID: 11113343
  52. Quantitative and wide-ranging profiling of phospholipids in human plasma by two-dimensional liquid chromatography/mass spectrometry.
    Anal Chem. 2010 Dec 1;82(23):9858-64 PMID: 21062019
  53. Alzheimer disease: depiction of increased cerebral myo-inositol with proton MR spectroscopy.
    Radiology. 1993 May;187(2):433-7 PMID: 8475286
  54. Evidence for a membrane defect in Alzheimer disease brain.
    Proc Natl Acad Sci U S A. 1992 Mar 1;89(5):1671-5 PMID: 1311847
  55. Metabolite profiling of Alzheimer's disease cerebrospinal fluid.
    PLoS One. 2012;7(2):e31501 PMID: 22359596
  56. Donepezil for dementia due to Alzheimer's disease.
    Cochrane Database Syst Rev. 2006 Jan 25;(1):CD001190 PMID: 16437430
  57. Toward a predictive model of Alzheimer's disease progression using capillary electrophoresis-mass spectrometry metabolomics.
    Anal Chem. 2012 Oct 16;84(20):8532-40 PMID: 22967182
  58. Metabolic profiling technologies for biomarker discovery in biomedicine and drug development.
    Pharmacogenomics. 2006 Oct;7(7):1055-75 PMID: 17054416
  59. Serotoninergic system in dementia of the Alzheimer type. Abnormal forms of 5-hydroxytryptophan and serotonin in cerebrospinal fluid.
    Arch Neurol. 1985 Dec;42(12):1158-61 PMID: 2415092
  60. In vivo 1H-magnetic resonance spectroscopy can detect metabolic changes in APP/PS1 mice after donepezil treatment.
    BMC Neurosci. 2009 Apr 07;10:33 PMID: 19351388
  61. Functional brain abnormalities in young adults at genetic risk for late-onset Alzheimer's dementia.
    Proc Natl Acad Sci U S A. 2004 Jan 6;101(1):284-9 PMID: 14688411
  62. Metabolome in progression to Alzheimer's disease.
    Transl Psychiatry. 2011 Dec 13;1:e57 PMID: 22832349
  63. Donepezil and memantine for moderate-to-severe Alzheimer's disease.
    N Engl J Med. 2012 Mar 8;366(10):893-903 PMID: 22397651
  64. Serum ceramides increase the risk of Alzheimer disease: the Women's Health and Aging Study II.
    Neurology. 2012 Aug 14;79(7):633-41 PMID: 22815558
  65. Pathways towards and away from Alzheimer's disease.
    Nature. 2004 Aug 5;430(7000):631-9 PMID: 15295589
  66. Donepezil for mild cognitive impairment.
    Cochrane Database Syst Rev. 2006 Jul 19;(3):CD006104 PMID: 16856114
  67. Defects in mitochondrial dynamics and metabolomic signatures of evolving energetic stress in mouse models of familial Alzheimer's disease.
    PLoS One. 2012;7(2):e32737 PMID: 22393443
  68. Cerebrospinal fluid steroidomics: are bioactive bile acids present in brain?
    J Biol Chem. 2010 Feb 12;285(7):4666-79 PMID: 19996111
Article Info
Journal
Biochimica et biophysica acta
Abbr.
Biochim Biophys Acta
ISSN
0006-3002
Published
2014-08-00
Epub
2013-00-29
Pages
1232-9
Language
English
Region
Netherlands
NLM ID
0217513
PMCID
PMC3842412
Subset
IM
Grants
NIEHS NIH HHS · R01 ES020715 · United States
NIA NIH HHS · U01 AG037526 · United States
NCATS NIH HHS · UL1 TR000135 · United States
NIEHS NIH HHS · R01ES020715 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]