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Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson’s Disease
Cortical atrophy is a common manifestation in Parkinson’s disease (PD), particularly in advanced stages of the disease. To elucidate the molecular underpinnings of cortical thickness changes in PD, we performed an integrated analysis of brain-wide healthy transcriptomic data from the Allen Human Bra...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8519261/ https://www.ncbi.nlm.nih.gov/pubmed/34658772 http://dx.doi.org/10.3389/fnins.2021.733501 |
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author | Keo, Arlin Dzyubachyk, Oleh van der Grond, Jeroen van Hilten, Jacobus J. Reinders, Marcel J. T. Mahfouz, Ahmed |
author_facet | Keo, Arlin Dzyubachyk, Oleh van der Grond, Jeroen van Hilten, Jacobus J. Reinders, Marcel J. T. Mahfouz, Ahmed |
author_sort | Keo, Arlin |
collection | PubMed |
description | Cortical atrophy is a common manifestation in Parkinson’s disease (PD), particularly in advanced stages of the disease. To elucidate the molecular underpinnings of cortical thickness changes in PD, we performed an integrated analysis of brain-wide healthy transcriptomic data from the Allen Human Brain Atlas and patterns of cortical thickness based on T1-weighted anatomical MRI data of 149 PD patients and 369 controls. For this purpose, we used partial least squares regression to identify gene expression patterns correlated with cortical thickness changes. In addition, we identified gene expression patterns underlying the relationship between cortical thickness and clinical domains of PD. Our results show that genes whose expression in the healthy brain is associated with cortical thickness changes in PD are enriched in biological pathways related to sumoylation, regulation of mitotic cell cycle, mitochondrial translation, DNA damage responses, and ER-Golgi traffic. The associated pathways were highly related to each other and all belong to cellular maintenance mechanisms. The expression of genes within most pathways was negatively correlated with cortical thickness changes, showing higher expression in regions associated with decreased cortical thickness (atrophy). On the other hand, sumoylation pathways were positively correlated with cortical thickness changes, showing higher expression in regions with increased cortical thickness (hypertrophy). Our findings suggest that alterations in the balanced interplay of these mechanisms play a role in changes of cortical thickness in PD and possibly influence motor and cognitive functions. |
format | Online Article Text |
id | pubmed-8519261 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85192612021-10-16 Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson’s Disease Keo, Arlin Dzyubachyk, Oleh van der Grond, Jeroen van Hilten, Jacobus J. Reinders, Marcel J. T. Mahfouz, Ahmed Front Neurosci Neuroscience Cortical atrophy is a common manifestation in Parkinson’s disease (PD), particularly in advanced stages of the disease. To elucidate the molecular underpinnings of cortical thickness changes in PD, we performed an integrated analysis of brain-wide healthy transcriptomic data from the Allen Human Brain Atlas and patterns of cortical thickness based on T1-weighted anatomical MRI data of 149 PD patients and 369 controls. For this purpose, we used partial least squares regression to identify gene expression patterns correlated with cortical thickness changes. In addition, we identified gene expression patterns underlying the relationship between cortical thickness and clinical domains of PD. Our results show that genes whose expression in the healthy brain is associated with cortical thickness changes in PD are enriched in biological pathways related to sumoylation, regulation of mitotic cell cycle, mitochondrial translation, DNA damage responses, and ER-Golgi traffic. The associated pathways were highly related to each other and all belong to cellular maintenance mechanisms. The expression of genes within most pathways was negatively correlated with cortical thickness changes, showing higher expression in regions associated with decreased cortical thickness (atrophy). On the other hand, sumoylation pathways were positively correlated with cortical thickness changes, showing higher expression in regions with increased cortical thickness (hypertrophy). Our findings suggest that alterations in the balanced interplay of these mechanisms play a role in changes of cortical thickness in PD and possibly influence motor and cognitive functions. Frontiers Media S.A. 2021-10-01 /pmc/articles/PMC8519261/ /pubmed/34658772 http://dx.doi.org/10.3389/fnins.2021.733501 Text en Copyright © 2021 Keo, Dzyubachyk, van der Grond, van Hilten, Reinders and Mahfouz. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Keo, Arlin Dzyubachyk, Oleh van der Grond, Jeroen van Hilten, Jacobus J. Reinders, Marcel J. T. Mahfouz, Ahmed Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson’s Disease |
title | Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson’s Disease |
title_full | Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson’s Disease |
title_fullStr | Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson’s Disease |
title_full_unstemmed | Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson’s Disease |
title_short | Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson’s Disease |
title_sort | transcriptomic signatures associated with regional cortical thickness changes in parkinson’s disease |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8519261/ https://www.ncbi.nlm.nih.gov/pubmed/34658772 http://dx.doi.org/10.3389/fnins.2021.733501 |
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