Cerebellar Volume and Disease Staging in Parkinson's Disease: An ENIGMA-PD Study

Rebecca Kerestes, Max A. Laansma, Conor Owens-Walton, Andrew Perry, Eva M. van Heese, Sarah Al-Bachari, Tim J. Anderson, Francesca Assogna, Ítalo K. Aventurato, Tim D. van Balkom, Henk W. Berendse, Kevin R. E. van den Berg, Rebecca Betts, Ricardo Brioschi, Jonathan Carr, Fernando Cendes, Lyles R. Clark, John C. Dalrymple-Alford, Michiel F. Dirkx, Jason DruzgalHelena Durrant, Hedley C. A. Emsley, Gaëtan Garraux, Hamied A. Haroon, Rick C. Helmich, Odile A. van den Heuvel, Rafael B. João, Martin E. Johansson, Samson G. Khachatryan, Christine Lochner, Corey T. McMillan, Tracy R. Melzer, Philip E. Mosley, Benjamin Newman, Peter Opriessnig, Laura M. Parkes, Clelia Pellicano, Fabrizio Piras, Toni L. Pitcher, Kathleen L. Poston, Mario Rango, Annerine Roos, Christian Rummel, Reinhold Schmidt, Petra Schwingenschuh, Lucas S. Silva, Viktorija Smith, Letizia Squarcina, Dan J. Stein, Zaruhi Tavadyan, Chih-Chien Tsai, Daniela Vecchio, Chris Vriend, Jiun-Jie Wang, Roland Wiest, Clarissa L. Yasuda, Christina B. Young, Neda Jahanshad, Paul M. Thompson, Ysbrand D. van der Werf, Ian H. Harding

Research output: Contribution to journalArticleAcademicpeer-review

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Abstract

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 (d max = −0.15). HY stage-specific analyses revealed a larger anterior lobule V bilaterally (d max = 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 (d max = −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.

Original languageEnglish
Pages (from-to)2269-2281
Number of pages13
JournalMovement disorders
Volume38
Issue number12
Early online date2023
DOIs
Publication statusPublished - Dec 2023

Keywords

  • MRI
  • Parkinson's disease
  • cerebellum
  • disease staging

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