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Patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of Parkinson’s disease
Parkinson’s disease involves multiple neurotransmitter systems beyond the classical dopaminergic circuit, but their influence on structural and functional alterations is not well understood. Here, we use patient-specific causal brain modeling to identify latent neurotransmitter receptor-mediated mec...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10522603/ https://www.ncbi.nlm.nih.gov/pubmed/37752107 http://dx.doi.org/10.1038/s41467-023-41677-w |
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author | Khan, Ahmed Faraz Adewale, Quadri Lin, Sue-Jin Baumeister, Tobias R. Zeighami, Yashar Carbonell, Felix Palomero-Gallagher, Nicola Iturria-Medina, Yasser |
author_facet | Khan, Ahmed Faraz Adewale, Quadri Lin, Sue-Jin Baumeister, Tobias R. Zeighami, Yashar Carbonell, Felix Palomero-Gallagher, Nicola Iturria-Medina, Yasser |
author_sort | Khan, Ahmed Faraz |
collection | PubMed |
description | Parkinson’s disease involves multiple neurotransmitter systems beyond the classical dopaminergic circuit, but their influence on structural and functional alterations is not well understood. Here, we use patient-specific causal brain modeling to identify latent neurotransmitter receptor-mediated mechanisms contributing to Parkinson’s disease progression. Combining the spatial distribution of 15 receptors from post-mortem autoradiography with 6 neuroimaging-derived pathological factors, we detect a diverse set of receptors influencing gray matter atrophy, functional activity dysregulation, microstructural degeneration, and dendrite and dopaminergic transporter loss. Inter-individual variability in receptor mechanisms correlates with symptom severity along two distinct axes, representing motor and psychomotor symptoms with large GABAergic and glutamatergic contributions, and cholinergically-dominant visuospatial, psychiatric and memory dysfunction. Our work demonstrates that receptor architecture helps explain multi-factorial brain re-organization, and suggests that distinct, co-existing receptor-mediated processes underlie Parkinson’s disease. |
format | Online Article Text |
id | pubmed-10522603 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105226032023-09-28 Patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of Parkinson’s disease Khan, Ahmed Faraz Adewale, Quadri Lin, Sue-Jin Baumeister, Tobias R. Zeighami, Yashar Carbonell, Felix Palomero-Gallagher, Nicola Iturria-Medina, Yasser Nat Commun Article Parkinson’s disease involves multiple neurotransmitter systems beyond the classical dopaminergic circuit, but their influence on structural and functional alterations is not well understood. Here, we use patient-specific causal brain modeling to identify latent neurotransmitter receptor-mediated mechanisms contributing to Parkinson’s disease progression. Combining the spatial distribution of 15 receptors from post-mortem autoradiography with 6 neuroimaging-derived pathological factors, we detect a diverse set of receptors influencing gray matter atrophy, functional activity dysregulation, microstructural degeneration, and dendrite and dopaminergic transporter loss. Inter-individual variability in receptor mechanisms correlates with symptom severity along two distinct axes, representing motor and psychomotor symptoms with large GABAergic and glutamatergic contributions, and cholinergically-dominant visuospatial, psychiatric and memory dysfunction. Our work demonstrates that receptor architecture helps explain multi-factorial brain re-organization, and suggests that distinct, co-existing receptor-mediated processes underlie Parkinson’s disease. Nature Publishing Group UK 2023-09-26 /pmc/articles/PMC10522603/ /pubmed/37752107 http://dx.doi.org/10.1038/s41467-023-41677-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Khan, Ahmed Faraz Adewale, Quadri Lin, Sue-Jin Baumeister, Tobias R. Zeighami, Yashar Carbonell, Felix Palomero-Gallagher, Nicola Iturria-Medina, Yasser Patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of Parkinson’s disease |
title | Patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of Parkinson’s disease |
title_full | Patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of Parkinson’s disease |
title_fullStr | Patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of Parkinson’s disease |
title_full_unstemmed | Patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of Parkinson’s disease |
title_short | Patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of Parkinson’s disease |
title_sort | patient-specific models link neurotransmitter receptor mechanisms with motor and visuospatial axes of parkinson’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10522603/ https://www.ncbi.nlm.nih.gov/pubmed/37752107 http://dx.doi.org/10.1038/s41467-023-41677-w |
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