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Concordant peripheral lipidome signatures in two large clinical studies of Alzheimer's disease.

Publication ,  Journal Article
Huynh, K; Lim, WLF; Giles, C; Jayawardana, KS; Salim, A; Mellett, NA; Smith, AAT; Olshansky, G; Drew, BG; Chatterjee, P; Martins, I; Laws, SM ...
Published in: Nat Commun
November 10, 2020

Changes to lipid metabolism are tightly associated with the onset and pathology of Alzheimer's disease (AD). Lipids are complex molecules comprising many isomeric and isobaric species, necessitating detailed analysis to enable interpretation of biological significance. Our expanded targeted lipidomics platform (569 species across 32 classes) allows for detailed lipid separation and characterisation. In this study we examined peripheral samples of two cohorts (AIBL, n = 1112 and ADNI, n = 800). We are able to identify concordant peripheral signatures associated with prevalent AD arising from lipid pathways including; ether lipids, sphingolipids (notably GM3 gangliosides) and lipid classes previously associated with cardiometabolic disease (phosphatidylethanolamine and triglycerides). We subsequently identified similar lipid signatures in both cohorts with future disease. Lastly, we developed multivariate lipid models that improved classification and prediction. Our results provide a holistic view between the lipidome and AD using a comprehensive approach, providing targets for further mechanistic investigation.

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Published In

Nat Commun

DOI

EISSN

2041-1723

Publication Date

November 10, 2020

Volume

11

Issue

1

Start / End Page

5698

Location

England

Related Subject Headings

  • Metabolomics
  • Lipids
  • Lipidomics
  • Lipid Metabolism
  • Humans
  • Computer Simulation
  • Cohort Studies
  • Biomarkers
  • Alzheimer Disease
 

Citation

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Huynh, K., Lim, W. L. F., Giles, C., Jayawardana, K. S., Salim, A., Mellett, N. A., … Meikle, P. J. (2020). Concordant peripheral lipidome signatures in two large clinical studies of Alzheimer's disease. Nat Commun, 11(1), 5698. https://doi.org/10.1038/s41467-020-19473-7
Huynh, Kevin, Wei Ling Florence Lim, Corey Giles, Kaushala S. Jayawardana, Agus Salim, Natalie A. Mellett, Adam Alexander T. Smith, et al. “Concordant peripheral lipidome signatures in two large clinical studies of Alzheimer's disease.Nat Commun 11, no. 1 (November 10, 2020): 5698. https://doi.org/10.1038/s41467-020-19473-7.
Huynh K, Lim WLF, Giles C, Jayawardana KS, Salim A, Mellett NA, et al. Concordant peripheral lipidome signatures in two large clinical studies of Alzheimer's disease. Nat Commun. 2020 Nov 10;11(1):5698.
Huynh, Kevin, et al. “Concordant peripheral lipidome signatures in two large clinical studies of Alzheimer's disease.Nat Commun, vol. 11, no. 1, Nov. 2020, p. 5698. Pubmed, doi:10.1038/s41467-020-19473-7.
Huynh K, Lim WLF, Giles C, Jayawardana KS, Salim A, Mellett NA, Smith AAT, Olshansky G, Drew BG, Chatterjee P, Martins I, Laws SM, Bush AI, Rowe CC, Villemagne VL, Ames D, Masters CL, Arnold M, Nho K, Saykin AJ, Baillie R, Han X, Kaddurah-Daouk R, Martins RN, Meikle PJ. Concordant peripheral lipidome signatures in two large clinical studies of Alzheimer's disease. Nat Commun. 2020 Nov 10;11(1):5698.

Published In

Nat Commun

DOI

EISSN

2041-1723

Publication Date

November 10, 2020

Volume

11

Issue

1

Start / End Page

5698

Location

England

Related Subject Headings

  • Metabolomics
  • Lipids
  • Lipidomics
  • Lipid Metabolism
  • Humans
  • Computer Simulation
  • Cohort Studies
  • Biomarkers
  • Alzheimer Disease