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Differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns
Parkinson’s disease is a progressive neurodegenerative disorder characterized by the intracellular accumulation of insoluble alpha-synuclein aggregates into Lewy bodies and neurites. Increasing evidence indicates that Parkinson’s disease progression results from the spread of pathologic alpha-synucl...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9166565/ https://www.ncbi.nlm.nih.gov/pubmed/34910119 http://dx.doi.org/10.1093/brain/awab440 |
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author | Rahayel, Shady Mišić, Bratislav Zheng, Ying-Qiu Liu, Zhen-Qi Abdelgawad, Alaa Abbasi, Nooshin Caputo, Anna Zhang, Bin Lo, Angela Kehm, Victoria Kozak, Michael Yoo, Han Soo Dagher, Alain Luk, Kelvin C. |
author_facet | Rahayel, Shady Mišić, Bratislav Zheng, Ying-Qiu Liu, Zhen-Qi Abdelgawad, Alaa Abbasi, Nooshin Caputo, Anna Zhang, Bin Lo, Angela Kehm, Victoria Kozak, Michael Yoo, Han Soo Dagher, Alain Luk, Kelvin C. |
author_sort | Rahayel, Shady |
collection | PubMed |
description | Parkinson’s disease is a progressive neurodegenerative disorder characterized by the intracellular accumulation of insoluble alpha-synuclein aggregates into Lewy bodies and neurites. Increasing evidence indicates that Parkinson’s disease progression results from the spread of pathologic alpha-synuclein through neuronal networks. However, the exact mechanisms underlying the propagation of abnormal proteins in the brain are only partially understood. The objective of this study was first to describe the long-term spatiotemporal distributions of Lewy-related pathology in mice injected with alpha-synuclein preformed fibrils and then to recreate these patterns using a computational model that simulates in silico the spread of pathologic alpha-synuclein. In this study, 87 2–3-month-old non-transgenic mice were injected with alpha-synuclein preformed fibrils to generate a comprehensive post-mortem dataset representing the long-term spatiotemporal distributions of hyperphosphorylated alpha-synuclein, an established marker of Lewy pathology, across the 426 regions of the Allen Mouse Brain Atlas. The mice were injected into either the caudoputamen, nucleus accumbens or hippocampus, and followed over 24 months with pathologic alpha-synuclein quantified at seven intermediate time points. The pathologic patterns observed at each time point in this high-resolution dataset were then compared to those generated using a Susceptible-Infected-Removed (SIR) computational model, an agent-based model that simulates the spread of pathologic alpha-synuclein for every brain region taking simultaneously into account the effect of regional brain connectivity and Snca gene expression. Our histopathological findings showed that differentially targeted seeding of pathological alpha-synuclein resulted in unique propagation patterns over 24 months and that most brain regions were permissive to pathology. We found that the SIR model recreated the observed distributions of pathology over 24 months for each injection site. Null models showed that both Snca gene expression and connectivity had a significant influence on model fit. In sum, our study demonstrates that the combination of normal alpha-synuclein concentration and brain connectomics contributes to making brain regions more vulnerable to the pathological process, providing support for a prion-like spread of pathologic alpha-synuclein. We propose that this rich dataset and the related computational model will help test new hypotheses regarding mechanisms that may alter the spread of pathologic alpha-synuclein in the brain. |
format | Online Article Text |
id | pubmed-9166565 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-91665652022-06-06 Differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns Rahayel, Shady Mišić, Bratislav Zheng, Ying-Qiu Liu, Zhen-Qi Abdelgawad, Alaa Abbasi, Nooshin Caputo, Anna Zhang, Bin Lo, Angela Kehm, Victoria Kozak, Michael Yoo, Han Soo Dagher, Alain Luk, Kelvin C. Brain Original Article Parkinson’s disease is a progressive neurodegenerative disorder characterized by the intracellular accumulation of insoluble alpha-synuclein aggregates into Lewy bodies and neurites. Increasing evidence indicates that Parkinson’s disease progression results from the spread of pathologic alpha-synuclein through neuronal networks. However, the exact mechanisms underlying the propagation of abnormal proteins in the brain are only partially understood. The objective of this study was first to describe the long-term spatiotemporal distributions of Lewy-related pathology in mice injected with alpha-synuclein preformed fibrils and then to recreate these patterns using a computational model that simulates in silico the spread of pathologic alpha-synuclein. In this study, 87 2–3-month-old non-transgenic mice were injected with alpha-synuclein preformed fibrils to generate a comprehensive post-mortem dataset representing the long-term spatiotemporal distributions of hyperphosphorylated alpha-synuclein, an established marker of Lewy pathology, across the 426 regions of the Allen Mouse Brain Atlas. The mice were injected into either the caudoputamen, nucleus accumbens or hippocampus, and followed over 24 months with pathologic alpha-synuclein quantified at seven intermediate time points. The pathologic patterns observed at each time point in this high-resolution dataset were then compared to those generated using a Susceptible-Infected-Removed (SIR) computational model, an agent-based model that simulates the spread of pathologic alpha-synuclein for every brain region taking simultaneously into account the effect of regional brain connectivity and Snca gene expression. Our histopathological findings showed that differentially targeted seeding of pathological alpha-synuclein resulted in unique propagation patterns over 24 months and that most brain regions were permissive to pathology. We found that the SIR model recreated the observed distributions of pathology over 24 months for each injection site. Null models showed that both Snca gene expression and connectivity had a significant influence on model fit. In sum, our study demonstrates that the combination of normal alpha-synuclein concentration and brain connectomics contributes to making brain regions more vulnerable to the pathological process, providing support for a prion-like spread of pathologic alpha-synuclein. We propose that this rich dataset and the related computational model will help test new hypotheses regarding mechanisms that may alter the spread of pathologic alpha-synuclein in the brain. Oxford University Press 2021-12-15 /pmc/articles/PMC9166565/ /pubmed/34910119 http://dx.doi.org/10.1093/brain/awab440 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the Guarantors of Brain. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Article Rahayel, Shady Mišić, Bratislav Zheng, Ying-Qiu Liu, Zhen-Qi Abdelgawad, Alaa Abbasi, Nooshin Caputo, Anna Zhang, Bin Lo, Angela Kehm, Victoria Kozak, Michael Yoo, Han Soo Dagher, Alain Luk, Kelvin C. Differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns |
title | Differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns |
title_full | Differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns |
title_fullStr | Differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns |
title_full_unstemmed | Differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns |
title_short | Differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns |
title_sort | differentially targeted seeding reveals unique pathological alpha-synuclein propagation patterns |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9166565/ https://www.ncbi.nlm.nih.gov/pubmed/34910119 http://dx.doi.org/10.1093/brain/awab440 |
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