Shotgun-based proteomics of extracellular vesicles in Alzheimer’s disease reveals biomarkers involved in immunological and coagulation pathways

Abstract Alzheimer’s disease (AD) is the most common form of dementia and without readily available clinical biomarkers. Blood-derived proteins are routinely used for diagnostics; however, comprehensive plasma profiling is challenging due to the dynamic range in protein concentrations. Extracellular...

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Main Authors: Jonas Ellegaard Nielsen, Bent Honoré, Karsten Vestergård, Raluca Georgiana Maltesen, Gunna Christiansen, Anna Uhd Bøge, Søren Risom Kristensen, Shona Pedersen
Format: Article
Language:English
Published: Nature Portfolio 2021-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-97969-y
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author Jonas Ellegaard Nielsen
Bent Honoré
Karsten Vestergård
Raluca Georgiana Maltesen
Gunna Christiansen
Anna Uhd Bøge
Søren Risom Kristensen
Shona Pedersen
author_facet Jonas Ellegaard Nielsen
Bent Honoré
Karsten Vestergård
Raluca Georgiana Maltesen
Gunna Christiansen
Anna Uhd Bøge
Søren Risom Kristensen
Shona Pedersen
author_sort Jonas Ellegaard Nielsen
collection DOAJ
description Abstract Alzheimer’s disease (AD) is the most common form of dementia and without readily available clinical biomarkers. Blood-derived proteins are routinely used for diagnostics; however, comprehensive plasma profiling is challenging due to the dynamic range in protein concentrations. Extracellular vesicles (EVs) can cross the blood–brain barrier and may provide a source for AD biomarkers. We investigated plasma-derived EV proteins for AD biomarkers from 10 AD patients, 10 Mild Cognitive Impairment (MCI) patients, and 9 healthy controls (Con) using liquid chromatography-tandem mass spectrometry (LC–MS/MS). The ultracentrifuged EVs were washed and confirmed according to the MISEV2018 guidelines. Some AD patients presented with highly elevated FXIIIA1 (log2 FC: 4.6, p-value: 0.005) and FXIIIB (log2 FC: 4.9, p-value: 0.018). A panel of proteins was identified discriminating Con from AD (AUC: 0.91, CI: 0.67–1.00) with ORM2 (AUC: 1.00, CI: 1.00–1.00), RBP4 (AUC: 0.99, CI: 0.95–1.00), and HYDIN (AUC: 0.89, CI: 0.72–1.00) were found especially relevant for AD. This indicates that EVs provide an easily accessible matrix for possible AD biomarkers. Some of the MCI patients, with similar protein profiles as the AD group, progressed to AD within a 2-year timespan.
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spelling doaj.art-41fc1d200018460e9fa27e434581d2aa2022-12-21T23:38:03ZengNature PortfolioScientific Reports2045-23222021-09-0111111510.1038/s41598-021-97969-yShotgun-based proteomics of extracellular vesicles in Alzheimer’s disease reveals biomarkers involved in immunological and coagulation pathwaysJonas Ellegaard Nielsen0Bent Honoré1Karsten Vestergård2Raluca Georgiana Maltesen3Gunna Christiansen4Anna Uhd Bøge5Søren Risom Kristensen6Shona Pedersen7Department of Clinical Medicine, Aalborg UniversityDepartment of Clinical Medicine, Aalborg UniversityDepartment of Neurology, Aalborg University HospitalTranslational Radiation Biology and Oncology Laboratory, Centre for Cancer Research, Westmead Institute of Medical ResearchDepartment of Health Science and Technology, Aalborg UniversityDepartment of Clinical Biochemistry, Aalborg University HospitalDepartment of Clinical Medicine, Aalborg UniversityDepartment of Basic Medical Sciences, College of Medicine, Qatar UniversityAbstract Alzheimer’s disease (AD) is the most common form of dementia and without readily available clinical biomarkers. Blood-derived proteins are routinely used for diagnostics; however, comprehensive plasma profiling is challenging due to the dynamic range in protein concentrations. Extracellular vesicles (EVs) can cross the blood–brain barrier and may provide a source for AD biomarkers. We investigated plasma-derived EV proteins for AD biomarkers from 10 AD patients, 10 Mild Cognitive Impairment (MCI) patients, and 9 healthy controls (Con) using liquid chromatography-tandem mass spectrometry (LC–MS/MS). The ultracentrifuged EVs were washed and confirmed according to the MISEV2018 guidelines. Some AD patients presented with highly elevated FXIIIA1 (log2 FC: 4.6, p-value: 0.005) and FXIIIB (log2 FC: 4.9, p-value: 0.018). A panel of proteins was identified discriminating Con from AD (AUC: 0.91, CI: 0.67–1.00) with ORM2 (AUC: 1.00, CI: 1.00–1.00), RBP4 (AUC: 0.99, CI: 0.95–1.00), and HYDIN (AUC: 0.89, CI: 0.72–1.00) were found especially relevant for AD. This indicates that EVs provide an easily accessible matrix for possible AD biomarkers. Some of the MCI patients, with similar protein profiles as the AD group, progressed to AD within a 2-year timespan.https://doi.org/10.1038/s41598-021-97969-y
spellingShingle Jonas Ellegaard Nielsen
Bent Honoré
Karsten Vestergård
Raluca Georgiana Maltesen
Gunna Christiansen
Anna Uhd Bøge
Søren Risom Kristensen
Shona Pedersen
Shotgun-based proteomics of extracellular vesicles in Alzheimer’s disease reveals biomarkers involved in immunological and coagulation pathways
Scientific Reports
title Shotgun-based proteomics of extracellular vesicles in Alzheimer’s disease reveals biomarkers involved in immunological and coagulation pathways
title_full Shotgun-based proteomics of extracellular vesicles in Alzheimer’s disease reveals biomarkers involved in immunological and coagulation pathways
title_fullStr Shotgun-based proteomics of extracellular vesicles in Alzheimer’s disease reveals biomarkers involved in immunological and coagulation pathways
title_full_unstemmed Shotgun-based proteomics of extracellular vesicles in Alzheimer’s disease reveals biomarkers involved in immunological and coagulation pathways
title_short Shotgun-based proteomics of extracellular vesicles in Alzheimer’s disease reveals biomarkers involved in immunological and coagulation pathways
title_sort shotgun based proteomics of extracellular vesicles in alzheimer s disease reveals biomarkers involved in immunological and coagulation pathways
url https://doi.org/10.1038/s41598-021-97969-y
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