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Clinical Utility of Plasma Lipid Peroxidation Biomarkers in Alzheimer’s Disease Differential Diagnosis

Background: Differential diagnosis of Alzheimer’s disease (AD) is a complex task due to the clinical similarity among neurodegenerative diseases. Previous studies showed the role of lipid peroxidation in early AD development. However, the clinical validation of potential specific biomarkers in minim...

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Autores principales: Peña-Bautista, Carmen, Álvarez, Lourdes, Durand, Thierry, Vigor, Claire, Cuevas, Ana, Baquero, Miguel, Vento, Máximo, Hervás, David, Cháfer-Pericás, Consuelo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7464465/
https://www.ncbi.nlm.nih.gov/pubmed/32707935
http://dx.doi.org/10.3390/antiox9080649
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author Peña-Bautista, Carmen
Álvarez, Lourdes
Durand, Thierry
Vigor, Claire
Cuevas, Ana
Baquero, Miguel
Vento, Máximo
Hervás, David
Cháfer-Pericás, Consuelo
author_facet Peña-Bautista, Carmen
Álvarez, Lourdes
Durand, Thierry
Vigor, Claire
Cuevas, Ana
Baquero, Miguel
Vento, Máximo
Hervás, David
Cháfer-Pericás, Consuelo
author_sort Peña-Bautista, Carmen
collection PubMed
description Background: Differential diagnosis of Alzheimer’s disease (AD) is a complex task due to the clinical similarity among neurodegenerative diseases. Previous studies showed the role of lipid peroxidation in early AD development. However, the clinical validation of potential specific biomarkers in minimally invasive samples constitutes a great challenge in early AD diagnosis. Methods: Plasma samples from participants classified into AD (n = 138), non-AD (including MCI and other dementias not due to AD) (n = 70) and healthy (n = 50) were analysed. Lipid peroxidation compounds (isoprostanes, isofurans, neuroprostanes, neurofurans) were determined by ultra-performance liquid chromatography coupled with tandem mass spectrometry. Statistical analysis for biomarkers’ clinical validation was based on Elastic Net. Results: A two-step diagnosis model was developed from plasma lipid peroxidation products to diagnose early AD specifically, and a bootstrap validated AUC of 0.74 was obtained. Conclusion: A promising AD differential diagnosis model was developed. It was clinically validated as a screening test. However, further external validation is required before clinical application.
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spelling pubmed-74644652020-09-04 Clinical Utility of Plasma Lipid Peroxidation Biomarkers in Alzheimer’s Disease Differential Diagnosis Peña-Bautista, Carmen Álvarez, Lourdes Durand, Thierry Vigor, Claire Cuevas, Ana Baquero, Miguel Vento, Máximo Hervás, David Cháfer-Pericás, Consuelo Antioxidants (Basel) Article Background: Differential diagnosis of Alzheimer’s disease (AD) is a complex task due to the clinical similarity among neurodegenerative diseases. Previous studies showed the role of lipid peroxidation in early AD development. However, the clinical validation of potential specific biomarkers in minimally invasive samples constitutes a great challenge in early AD diagnosis. Methods: Plasma samples from participants classified into AD (n = 138), non-AD (including MCI and other dementias not due to AD) (n = 70) and healthy (n = 50) were analysed. Lipid peroxidation compounds (isoprostanes, isofurans, neuroprostanes, neurofurans) were determined by ultra-performance liquid chromatography coupled with tandem mass spectrometry. Statistical analysis for biomarkers’ clinical validation was based on Elastic Net. Results: A two-step diagnosis model was developed from plasma lipid peroxidation products to diagnose early AD specifically, and a bootstrap validated AUC of 0.74 was obtained. Conclusion: A promising AD differential diagnosis model was developed. It was clinically validated as a screening test. However, further external validation is required before clinical application. MDPI 2020-07-22 /pmc/articles/PMC7464465/ /pubmed/32707935 http://dx.doi.org/10.3390/antiox9080649 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Peña-Bautista, Carmen
Álvarez, Lourdes
Durand, Thierry
Vigor, Claire
Cuevas, Ana
Baquero, Miguel
Vento, Máximo
Hervás, David
Cháfer-Pericás, Consuelo
Clinical Utility of Plasma Lipid Peroxidation Biomarkers in Alzheimer’s Disease Differential Diagnosis
title Clinical Utility of Plasma Lipid Peroxidation Biomarkers in Alzheimer’s Disease Differential Diagnosis
title_full Clinical Utility of Plasma Lipid Peroxidation Biomarkers in Alzheimer’s Disease Differential Diagnosis
title_fullStr Clinical Utility of Plasma Lipid Peroxidation Biomarkers in Alzheimer’s Disease Differential Diagnosis
title_full_unstemmed Clinical Utility of Plasma Lipid Peroxidation Biomarkers in Alzheimer’s Disease Differential Diagnosis
title_short Clinical Utility of Plasma Lipid Peroxidation Biomarkers in Alzheimer’s Disease Differential Diagnosis
title_sort clinical utility of plasma lipid peroxidation biomarkers in alzheimer’s disease differential diagnosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7464465/
https://www.ncbi.nlm.nih.gov/pubmed/32707935
http://dx.doi.org/10.3390/antiox9080649
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