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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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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. |
format | Online Article Text |
id | pubmed-6836495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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