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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...

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Autores principales: Keo, Arlin, Dzyubachyk, Oleh, van der Grond, Jeroen, van Hilten, Jacobus J., Reinders, Marcel J. T., Mahfouz, Ahmed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
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.
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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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