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Plasma lipidomics analysis finds long chain cholesteryl esters to be associated with Alzheimer's disease
There is an urgent need for the identification of Alzheimer's disease (AD) biomarkers. Studies have now suggested the promising use of associations with blood metabolites as functional intermediate phenotypes in biomedical and pharmaceutical research. The aim of this study was to use lipidomics...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4312824/ https://www.ncbi.nlm.nih.gov/pubmed/25585166 http://dx.doi.org/10.1038/tp.2014.127 |
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author | Proitsi, P Kim, M Whiley, L Pritchard, M Leung, R Soininen, H Kloszewska, I Mecocci, P Tsolaki, M Vellas, B Sham, P Lovestone, S Powell, J F Dobson, R J B Legido-Quigley, C |
author_facet | Proitsi, P Kim, M Whiley, L Pritchard, M Leung, R Soininen, H Kloszewska, I Mecocci, P Tsolaki, M Vellas, B Sham, P Lovestone, S Powell, J F Dobson, R J B Legido-Quigley, C |
author_sort | Proitsi, P |
collection | PubMed |
description | There is an urgent need for the identification of Alzheimer's disease (AD) biomarkers. Studies have now suggested the promising use of associations with blood metabolites as functional intermediate phenotypes in biomedical and pharmaceutical research. The aim of this study was to use lipidomics to identify a battery of plasma metabolite molecules that could predict AD patients from controls. We performed a comprehensive untargeted lipidomic analysis, using ultra-performance liquid chromatography/mass spectrometry on plasma samples from 35 AD patients, 40 elderly controls and 48 individuals with mild cognitive impairment (MCI) and used multivariate analysis methods to identify metabolites associated with AD status. A combination of 10 metabolites could discriminate AD patients from controls with 79.2% accuracy (81.8% sensitivity, 76.9% specificity and an area under curve of 0.792) in a novel test set. Six of the metabolites were identified as long chain cholesteryl esters (ChEs) and were reduced in AD (ChE 32:0, odds ratio (OR)=0.237, 95% confidence interval (CI)=0.10–0.48, P=4.19E−04; ChE 34:0, OR=0.152, 95% CI=0.05–0.37, P=2.90E−04; ChE 34:6, OR=0.126, 95% CI=0.03–0.35, P=5.40E−04; ChE 32:4, OR=0.056, 95% CI=0.01–0.24, P=6.56E−04 and ChE 33:6, OR=0.205, 95% CI=0.06–0.50, P=2.21E−03, per (log2) metabolite unit). The levels of these metabolites followed the trend control>MCI>AD. We, additionally, found no association between cholesterol, the precursor of ChE and AD. This study identified new ChE molecules, involved in cholesterol metabolism, implicated in AD, which may help identify new therapeutic targets; although, these findings need to be replicated in larger well-phenotyped cohorts. |
format | Online Article Text |
id | pubmed-4312824 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-43128242015-02-09 Plasma lipidomics analysis finds long chain cholesteryl esters to be associated with Alzheimer's disease Proitsi, P Kim, M Whiley, L Pritchard, M Leung, R Soininen, H Kloszewska, I Mecocci, P Tsolaki, M Vellas, B Sham, P Lovestone, S Powell, J F Dobson, R J B Legido-Quigley, C Transl Psychiatry Original Article There is an urgent need for the identification of Alzheimer's disease (AD) biomarkers. Studies have now suggested the promising use of associations with blood metabolites as functional intermediate phenotypes in biomedical and pharmaceutical research. The aim of this study was to use lipidomics to identify a battery of plasma metabolite molecules that could predict AD patients from controls. We performed a comprehensive untargeted lipidomic analysis, using ultra-performance liquid chromatography/mass spectrometry on plasma samples from 35 AD patients, 40 elderly controls and 48 individuals with mild cognitive impairment (MCI) and used multivariate analysis methods to identify metabolites associated with AD status. A combination of 10 metabolites could discriminate AD patients from controls with 79.2% accuracy (81.8% sensitivity, 76.9% specificity and an area under curve of 0.792) in a novel test set. Six of the metabolites were identified as long chain cholesteryl esters (ChEs) and were reduced in AD (ChE 32:0, odds ratio (OR)=0.237, 95% confidence interval (CI)=0.10–0.48, P=4.19E−04; ChE 34:0, OR=0.152, 95% CI=0.05–0.37, P=2.90E−04; ChE 34:6, OR=0.126, 95% CI=0.03–0.35, P=5.40E−04; ChE 32:4, OR=0.056, 95% CI=0.01–0.24, P=6.56E−04 and ChE 33:6, OR=0.205, 95% CI=0.06–0.50, P=2.21E−03, per (log2) metabolite unit). The levels of these metabolites followed the trend control>MCI>AD. We, additionally, found no association between cholesterol, the precursor of ChE and AD. This study identified new ChE molecules, involved in cholesterol metabolism, implicated in AD, which may help identify new therapeutic targets; although, these findings need to be replicated in larger well-phenotyped cohorts. Nature Publishing Group 2015-01 2015-01-13 /pmc/articles/PMC4312824/ /pubmed/25585166 http://dx.doi.org/10.1038/tp.2014.127 Text en Copyright © 2015 Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Original Article Proitsi, P Kim, M Whiley, L Pritchard, M Leung, R Soininen, H Kloszewska, I Mecocci, P Tsolaki, M Vellas, B Sham, P Lovestone, S Powell, J F Dobson, R J B Legido-Quigley, C Plasma lipidomics analysis finds long chain cholesteryl esters to be associated with Alzheimer's disease |
title | Plasma lipidomics analysis finds long chain cholesteryl esters to be associated with Alzheimer's disease |
title_full | Plasma lipidomics analysis finds long chain cholesteryl esters to be associated with Alzheimer's disease |
title_fullStr | Plasma lipidomics analysis finds long chain cholesteryl esters to be associated with Alzheimer's disease |
title_full_unstemmed | Plasma lipidomics analysis finds long chain cholesteryl esters to be associated with Alzheimer's disease |
title_short | Plasma lipidomics analysis finds long chain cholesteryl esters to be associated with Alzheimer's disease |
title_sort | plasma lipidomics analysis finds long chain cholesteryl esters to be associated with alzheimer's disease |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4312824/ https://www.ncbi.nlm.nih.gov/pubmed/25585166 http://dx.doi.org/10.1038/tp.2014.127 |
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