Cerebellar Volume and Disease Staging in Parkinson's Disease: An ENIGMA-PD Study.
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BORIS DOI
Publisher DOI
PubMed ID
37964373
Description
BACKGROUND
Increasing evidence points to a pathophysiological role for the cerebellum in Parkinson's disease (PD). However, regional cerebellar changes associated with motor and non-motor functioning remain to be elucidated.
OBJECTIVE
To quantify cross-sectional regional cerebellar lobule volumes using three dimensional T1-weighted anatomical brain magnetic resonance imaging from the global ENIGMA-PD working group.
METHODS
Cerebellar parcellation was performed using a deep learning-based approach from 2487 people with PD and 1212 age and sex-matched controls across 22 sites. Linear mixed effects models compared total and regional cerebellar volume in people with PD at each Hoehn and Yahr (HY) disease stage, to an age- and sex- matched control group. Associations with motor symptom severity and Montreal Cognitive Assessment scores were investigated.
RESULTS
Overall, people with PD had a regionally smaller posterior lobe (dmax = -0.15). HY stage-specific analyses revealed a larger anterior lobule V bilaterally (dmax = 0.28) in people with PD in HY stage 1 compared to controls. In contrast, smaller bilateral lobule VII volume in the posterior lobe was observed in HY stages 3, 4, and 5 (dmax = -0.76), which was incrementally lower with higher disease stage. Within PD, cognitively impaired individuals had lower total cerebellar volume compared to cognitively normal individuals (d = -0.17).
CONCLUSIONS
We provide evidence of a dissociation between anterior "motor" lobe and posterior "non-motor" lobe cerebellar regions in PD. Whereas less severe stages of the disease are associated with larger motor lobe regions, more severe stages of the disease are marked by smaller non-motor regions. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Increasing evidence points to a pathophysiological role for the cerebellum in Parkinson's disease (PD). However, regional cerebellar changes associated with motor and non-motor functioning remain to be elucidated.
OBJECTIVE
To quantify cross-sectional regional cerebellar lobule volumes using three dimensional T1-weighted anatomical brain magnetic resonance imaging from the global ENIGMA-PD working group.
METHODS
Cerebellar parcellation was performed using a deep learning-based approach from 2487 people with PD and 1212 age and sex-matched controls across 22 sites. Linear mixed effects models compared total and regional cerebellar volume in people with PD at each Hoehn and Yahr (HY) disease stage, to an age- and sex- matched control group. Associations with motor symptom severity and Montreal Cognitive Assessment scores were investigated.
RESULTS
Overall, people with PD had a regionally smaller posterior lobe (dmax = -0.15). HY stage-specific analyses revealed a larger anterior lobule V bilaterally (dmax = 0.28) in people with PD in HY stage 1 compared to controls. In contrast, smaller bilateral lobule VII volume in the posterior lobe was observed in HY stages 3, 4, and 5 (dmax = -0.76), which was incrementally lower with higher disease stage. Within PD, cognitively impaired individuals had lower total cerebellar volume compared to cognitively normal individuals (d = -0.17).
CONCLUSIONS
We provide evidence of a dissociation between anterior "motor" lobe and posterior "non-motor" lobe cerebellar regions in PD. Whereas less severe stages of the disease are associated with larger motor lobe regions, more severe stages of the disease are marked by smaller non-motor regions. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Date of Publication
2023-12
Publication Type
article
Subject(s)
600 - Technology::610 - Medicine & health
Keyword(s)
MRI Parkinson's disease cerebellum disease staging
Language(s)
en
Contributor(s)
Kerestes, Rebecca | |
Laansma, Max A | |
Owens-Walton, Conor | |
Perry, Andrew | |
van Heese, Eva M | |
Al-Bachari, Sarah | |
Anderson, Tim J | |
Assogna, Francesca | |
Aventurato, Ítalo K | |
van Balkom, Tim D | |
Berendse, Henk W | |
van den Berg, Kevin R E | |
Betts, Rebecca | |
Brioschi, Ricardo | |
Carr, Jonathan | |
Cendes, Fernando | |
Clark, Lyles R | |
Dalrymple-Alford, John C | |
Dirkx, Michiel F | |
Druzgal, Jason | |
Durrant, Helena | |
Emsley, Hedley C A | |
Garraux, Gaëtan | |
Haroon, Hamied A | |
Helmich, Rick C | |
van den Heuvel, Odile A | |
João, Rafael B | |
Johansson, Martin E | |
Khachatryan, Samson G | |
Lochner, Christine | |
McMillan, Corey T | |
Melzer, Tracy R | |
Mosley, Philip E | |
Newman, Benjamin | |
Opriessnig, Peter | |
Parkes, Laura M | |
Pellicano, Clelia | |
Piras, Fabrizio | |
Pitcher, Toni L | |
Poston, Kathleen L | |
Rango, Mario | |
Roos, Annerine | |
Schmidt, Reinhold | |
Schwingenschuh, Petra | |
Silva, Lucas S | |
Smith, Viktorija | |
Squarcina, Letizia | |
Stein, Dan J | |
Tavadyan, Zaruhi | |
Tsai, Chih-Chien | |
Vecchio, Daniela | |
Vriend, Chris | |
Wang, Jiun-Jie | |
Yasuda, Clarissa L | |
Young, Christina B | |
Jahanshad, Neda | |
Thompson, Paul M | |
van der Werf, Ysbrand D | |
Harding, Ian H |
Additional Credits
Universitätsinstitut für Diagnostische und Interventionelle Neuroradiologie (DIN)
Series
Movement disorders
Publisher
Wiley
ISSN
1531-8257
Access(Rights)
open.access