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Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization

Deposition of amyloid-β (Aβ) fibers in the extracellular matrix of the brain is a ubiquitous feature associated with several neurodegenerative disorders, especially Alzheimer’s disease (AD). Although many of the biological aspects that contribute to the formation of Aβ plaques are well addressed at...

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Autores principales: Hoore, Masoud, Khailaie, Sahamoddin, Montaseri, Ghazal, Mitra, Tanmay, Meyer-Hermann, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Biophysical Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7451937/
https://www.ncbi.nlm.nih.gov/pubmed/32758420
http://dx.doi.org/10.1016/j.bpj.2020.07.011
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author Hoore, Masoud
Khailaie, Sahamoddin
Montaseri, Ghazal
Mitra, Tanmay
Meyer-Hermann, Michael
author_facet Hoore, Masoud
Khailaie, Sahamoddin
Montaseri, Ghazal
Mitra, Tanmay
Meyer-Hermann, Michael
author_sort Hoore, Masoud
collection PubMed
description Deposition of amyloid-β (Aβ) fibers in the extracellular matrix of the brain is a ubiquitous feature associated with several neurodegenerative disorders, especially Alzheimer’s disease (AD). Although many of the biological aspects that contribute to the formation of Aβ plaques are well addressed at the intra- and intercellular levels in short timescales, an understanding of how Aβ fibrillization usually starts to dominate at a longer timescale despite the presence of mechanisms dedicated to Aβ clearance is still lacking. Furthermore, no existing mathematical model integrates the impact of diurnal neural activity as emanated from circadian regulation to predict disease progression due to a disruption in the sleep-wake cycle. In this study, we develop a minimal model of Aβ fibrillization to investigate the onset of AD over a long timescale. Our results suggest that the diseased state is a manifestation of a phase change of the system from soluble Aβ (sAβ) to fibrillar Aβ (fAβ) domination upon surpassing a threshold in the production rate of sAβ. By incorporating the circadian rhythm into our model, we reveal that fAβ accumulation is crucially dependent on the regulation of the sleep-wake cycle, thereby indicating the importance of good sleep hygiene in averting AD onset. We also discuss potential intervention schemes to reduce fAβ accumulation in the brain by modification of the critical sAβ production rate.
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spelling pubmed-74519372020-10-10 Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization Hoore, Masoud Khailaie, Sahamoddin Montaseri, Ghazal Mitra, Tanmay Meyer-Hermann, Michael Biophys J Articles Deposition of amyloid-β (Aβ) fibers in the extracellular matrix of the brain is a ubiquitous feature associated with several neurodegenerative disorders, especially Alzheimer’s disease (AD). Although many of the biological aspects that contribute to the formation of Aβ plaques are well addressed at the intra- and intercellular levels in short timescales, an understanding of how Aβ fibrillization usually starts to dominate at a longer timescale despite the presence of mechanisms dedicated to Aβ clearance is still lacking. Furthermore, no existing mathematical model integrates the impact of diurnal neural activity as emanated from circadian regulation to predict disease progression due to a disruption in the sleep-wake cycle. In this study, we develop a minimal model of Aβ fibrillization to investigate the onset of AD over a long timescale. Our results suggest that the diseased state is a manifestation of a phase change of the system from soluble Aβ (sAβ) to fibrillar Aβ (fAβ) domination upon surpassing a threshold in the production rate of sAβ. By incorporating the circadian rhythm into our model, we reveal that fAβ accumulation is crucially dependent on the regulation of the sleep-wake cycle, thereby indicating the importance of good sleep hygiene in averting AD onset. We also discuss potential intervention schemes to reduce fAβ accumulation in the brain by modification of the critical sAβ production rate. The Biophysical Society 2020-08-18 2020-07-22 /pmc/articles/PMC7451937/ /pubmed/32758420 http://dx.doi.org/10.1016/j.bpj.2020.07.011 Text en © 2020 Biophysical Society. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Articles
Hoore, Masoud
Khailaie, Sahamoddin
Montaseri, Ghazal
Mitra, Tanmay
Meyer-Hermann, Michael
Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization
title Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization
title_full Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization
title_fullStr Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization
title_full_unstemmed Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization
title_short Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization
title_sort mathematical model shows how sleep may affect amyloid-β fibrillization
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7451937/
https://www.ncbi.nlm.nih.gov/pubmed/32758420
http://dx.doi.org/10.1016/j.bpj.2020.07.011
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