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Thalamic morphology predicts the onset of freezing of gait in Parkinson’s disease
The onset of freezing of gait (FOG) in Parkinson’s disease (PD) is a critical milestone, marked by a higher risk of falls and reduced quality of life. FOG is associated with alterations in subcortical neural circuits, yet no study has assessed whether subcortical morphology can predict the onset of...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7925565/ https://www.ncbi.nlm.nih.gov/pubmed/33654103 http://dx.doi.org/10.1038/s41531-021-00163-0 |
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author | D’Cruz, Nicholas Vervoort, Griet Chalavi, Sima Dijkstra, Bauke W. Gilat, Moran Nieuwboer, Alice |
author_facet | D’Cruz, Nicholas Vervoort, Griet Chalavi, Sima Dijkstra, Bauke W. Gilat, Moran Nieuwboer, Alice |
author_sort | D’Cruz, Nicholas |
collection | PubMed |
description | The onset of freezing of gait (FOG) in Parkinson’s disease (PD) is a critical milestone, marked by a higher risk of falls and reduced quality of life. FOG is associated with alterations in subcortical neural circuits, yet no study has assessed whether subcortical morphology can predict the onset of clinical FOG. In this prospective multimodal neuroimaging cohort study, we performed vertex-based analysis of grey matter morphology in fifty-seven individuals with PD at study entry and two years later. We also explored the behavioral correlates and resting-state functional connectivity related to these local volume differences. At study entry, we found that freezers (N = 12) and persons who developed FOG during the course of the study (converters) (N = 9) showed local inflations in bilateral thalamus in contrast to persons who did not (non-converters) (N = 36). Longitudinally, converters (N = 7) also showed local inflation in the left thalamus, as compared to non-converters (N = 36). A model including sex, daily levodopa equivalent dose, and local thalamic inflation predicted conversion with good accuracy (AUC: 0.87, sensitivity: 88.9%, specificity: 77.8%). Exploratory analyses showed that local thalamic inflations were associated with larger medial thalamic sub-nuclei volumes and better cognitive performance. Resting-state analyses further revealed that converters had stronger thalamo-cortical coupling with limbic and cognitive regions pre-conversion, with a marked reduction in coupling over the two years. Finally, validation using the PPMI cohort suggested FOG-specific non-linear evolution of thalamic local volume. These findings provide markers of, and deeper insights into conversion to FOG, which may foster earlier intervention and better mobility for persons with PD. |
format | Online Article Text |
id | pubmed-7925565 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79255652021-03-19 Thalamic morphology predicts the onset of freezing of gait in Parkinson’s disease D’Cruz, Nicholas Vervoort, Griet Chalavi, Sima Dijkstra, Bauke W. Gilat, Moran Nieuwboer, Alice NPJ Parkinsons Dis Article The onset of freezing of gait (FOG) in Parkinson’s disease (PD) is a critical milestone, marked by a higher risk of falls and reduced quality of life. FOG is associated with alterations in subcortical neural circuits, yet no study has assessed whether subcortical morphology can predict the onset of clinical FOG. In this prospective multimodal neuroimaging cohort study, we performed vertex-based analysis of grey matter morphology in fifty-seven individuals with PD at study entry and two years later. We also explored the behavioral correlates and resting-state functional connectivity related to these local volume differences. At study entry, we found that freezers (N = 12) and persons who developed FOG during the course of the study (converters) (N = 9) showed local inflations in bilateral thalamus in contrast to persons who did not (non-converters) (N = 36). Longitudinally, converters (N = 7) also showed local inflation in the left thalamus, as compared to non-converters (N = 36). A model including sex, daily levodopa equivalent dose, and local thalamic inflation predicted conversion with good accuracy (AUC: 0.87, sensitivity: 88.9%, specificity: 77.8%). Exploratory analyses showed that local thalamic inflations were associated with larger medial thalamic sub-nuclei volumes and better cognitive performance. Resting-state analyses further revealed that converters had stronger thalamo-cortical coupling with limbic and cognitive regions pre-conversion, with a marked reduction in coupling over the two years. Finally, validation using the PPMI cohort suggested FOG-specific non-linear evolution of thalamic local volume. These findings provide markers of, and deeper insights into conversion to FOG, which may foster earlier intervention and better mobility for persons with PD. Nature Publishing Group UK 2021-03-02 /pmc/articles/PMC7925565/ /pubmed/33654103 http://dx.doi.org/10.1038/s41531-021-00163-0 Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article D’Cruz, Nicholas Vervoort, Griet Chalavi, Sima Dijkstra, Bauke W. Gilat, Moran Nieuwboer, Alice Thalamic morphology predicts the onset of freezing of gait in Parkinson’s disease |
title | Thalamic morphology predicts the onset of freezing of gait in Parkinson’s disease |
title_full | Thalamic morphology predicts the onset of freezing of gait in Parkinson’s disease |
title_fullStr | Thalamic morphology predicts the onset of freezing of gait in Parkinson’s disease |
title_full_unstemmed | Thalamic morphology predicts the onset of freezing of gait in Parkinson’s disease |
title_short | Thalamic morphology predicts the onset of freezing of gait in Parkinson’s disease |
title_sort | thalamic morphology predicts the onset of freezing of gait in parkinson’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7925565/ https://www.ncbi.nlm.nih.gov/pubmed/33654103 http://dx.doi.org/10.1038/s41531-021-00163-0 |
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