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Multiplex proteomics identifies novel CSF and plasma biomarkers of early Alzheimer’s disease

To date, the development of disease-modifying therapies for Alzheimer’s disease (AD) has largely focused on the removal of amyloid beta Aβ fragments from the CNS. Proteomic profiling of patient fluids may help identify novel therapeutic targets and biomarkers associated with AD pathology. Here, we a...

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Autores principales: Whelan, Christopher D., Mattsson, Niklas, Nagle, Michael W., Vijayaraghavan, Swetha, Hyde, Craig, Janelidze, Shorena, Stomrud, Erik, Lee, Julie, Fitz, Lori, Samad, Tarek A., Ramaswamy, Gayathri, Margolin, Richard A., Malarstig, Anders, Hansson, Oskar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6836495/
https://www.ncbi.nlm.nih.gov/pubmed/31694701
http://dx.doi.org/10.1186/s40478-019-0795-2
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author Whelan, Christopher D.
Mattsson, Niklas
Nagle, Michael W.
Vijayaraghavan, Swetha
Hyde, Craig
Janelidze, Shorena
Stomrud, Erik
Lee, Julie
Fitz, Lori
Samad, Tarek A.
Ramaswamy, Gayathri
Margolin, Richard A.
Malarstig, Anders
Hansson, Oskar
author_facet Whelan, Christopher D.
Mattsson, Niklas
Nagle, Michael W.
Vijayaraghavan, Swetha
Hyde, Craig
Janelidze, Shorena
Stomrud, Erik
Lee, Julie
Fitz, Lori
Samad, Tarek A.
Ramaswamy, Gayathri
Margolin, Richard A.
Malarstig, Anders
Hansson, Oskar
author_sort Whelan, Christopher D.
collection PubMed
description To date, the development of disease-modifying therapies for Alzheimer’s disease (AD) has largely focused on the removal of amyloid beta Aβ fragments from the CNS. Proteomic profiling of patient fluids may help identify novel therapeutic targets and biomarkers associated with AD pathology. Here, we applied the Olink™ ProSeek immunoassay to measure 270 CSF and plasma proteins across 415 Aβ- negative cognitively normal individuals (Aβ- CN), 142 Aβ-positive CN (Aβ+ CN), 50 Aβ- mild cognitive impairment (MCI) patients, 75 Aβ+ MCI patients, and 161 Aβ+ AD patients from the Swedish BioFINDER study. A validation cohort included 59 Aβ- CN, 23 Aβ- + CN, 44 Aβ- MCI and 53 Aβ+ MCI. To compare protein concentrations in patients versus controls, we applied multiple linear regressions adjusting for age, gender, medications, smoking and mean subject-level protein concentration, and corrected findings for false discovery rate (FDR, q < 0.05). We identified, and replicated, altered levels of ten CSF proteins in Aβ+ individuals, including CHIT1, SMOC2, MMP-10, LDLR, CD200, EIF4EBP1, ALCAM, RGMB, tPA and STAMBP (− 0.14 < d < 1.16; q < 0.05). We also identified and replicated alterations of six plasma proteins in Aβ+ individuals OSM, MMP-9, HAGH, CD200, AXIN1, and uPA (− 0.77 < d < 1.28; q < 0.05). Multiple analytes associated with cognitive performance and cortical thickness (q < 0.05). Plasma biomarkers could distinguish AD dementia (AUC = 0.94, 95% CI = 0.87–0.98) and prodromal AD (AUC = 0.78, 95% CI = 0.68–0.87) from CN. These findings reemphasize the contributions of immune markers, phospholipids, angiogenic proteins and other biomarkers downstream of, and potentially orthogonal to, Aβ- and tau in AD, and identify candidate biomarkers for earlier detection of neurodegeneration. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40478-019-0795-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-68364952019-11-12 Multiplex proteomics identifies novel CSF and plasma biomarkers of early Alzheimer’s disease Whelan, Christopher D. Mattsson, Niklas Nagle, Michael W. Vijayaraghavan, Swetha Hyde, Craig Janelidze, Shorena Stomrud, Erik Lee, Julie Fitz, Lori Samad, Tarek A. Ramaswamy, Gayathri Margolin, Richard A. Malarstig, Anders Hansson, Oskar Acta Neuropathol Commun Research To date, the development of disease-modifying therapies for Alzheimer’s disease (AD) has largely focused on the removal of amyloid beta Aβ fragments from the CNS. Proteomic profiling of patient fluids may help identify novel therapeutic targets and biomarkers associated with AD pathology. Here, we applied the Olink™ ProSeek immunoassay to measure 270 CSF and plasma proteins across 415 Aβ- negative cognitively normal individuals (Aβ- CN), 142 Aβ-positive CN (Aβ+ CN), 50 Aβ- mild cognitive impairment (MCI) patients, 75 Aβ+ MCI patients, and 161 Aβ+ AD patients from the Swedish BioFINDER study. A validation cohort included 59 Aβ- CN, 23 Aβ- + CN, 44 Aβ- MCI and 53 Aβ+ MCI. To compare protein concentrations in patients versus controls, we applied multiple linear regressions adjusting for age, gender, medications, smoking and mean subject-level protein concentration, and corrected findings for false discovery rate (FDR, q < 0.05). We identified, and replicated, altered levels of ten CSF proteins in Aβ+ individuals, including CHIT1, SMOC2, MMP-10, LDLR, CD200, EIF4EBP1, ALCAM, RGMB, tPA and STAMBP (− 0.14 < d < 1.16; q < 0.05). We also identified and replicated alterations of six plasma proteins in Aβ+ individuals OSM, MMP-9, HAGH, CD200, AXIN1, and uPA (− 0.77 < d < 1.28; q < 0.05). Multiple analytes associated with cognitive performance and cortical thickness (q < 0.05). Plasma biomarkers could distinguish AD dementia (AUC = 0.94, 95% CI = 0.87–0.98) and prodromal AD (AUC = 0.78, 95% CI = 0.68–0.87) from CN. These findings reemphasize the contributions of immune markers, phospholipids, angiogenic proteins and other biomarkers downstream of, and potentially orthogonal to, Aβ- and tau in AD, and identify candidate biomarkers for earlier detection of neurodegeneration. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40478-019-0795-2) contains supplementary material, which is available to authorized users. BioMed Central 2019-11-06 /pmc/articles/PMC6836495/ /pubmed/31694701 http://dx.doi.org/10.1186/s40478-019-0795-2 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Whelan, Christopher D.
Mattsson, Niklas
Nagle, Michael W.
Vijayaraghavan, Swetha
Hyde, Craig
Janelidze, Shorena
Stomrud, Erik
Lee, Julie
Fitz, Lori
Samad, Tarek A.
Ramaswamy, Gayathri
Margolin, Richard A.
Malarstig, Anders
Hansson, Oskar
Multiplex proteomics identifies novel CSF and plasma biomarkers of early Alzheimer’s disease
title Multiplex proteomics identifies novel CSF and plasma biomarkers of early Alzheimer’s disease
title_full Multiplex proteomics identifies novel CSF and plasma biomarkers of early Alzheimer’s disease
title_fullStr Multiplex proteomics identifies novel CSF and plasma biomarkers of early Alzheimer’s disease
title_full_unstemmed Multiplex proteomics identifies novel CSF and plasma biomarkers of early Alzheimer’s disease
title_short Multiplex proteomics identifies novel CSF and plasma biomarkers of early Alzheimer’s disease
title_sort multiplex proteomics identifies novel csf and plasma biomarkers of early alzheimer’s disease
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6836495/
https://www.ncbi.nlm.nih.gov/pubmed/31694701
http://dx.doi.org/10.1186/s40478-019-0795-2
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