International Multicenter Analysis of Brain Structure Across Clinical Stages of Parkinson's Disease

Max A. Laansma(Health First), Joanna K. Bright(University of Southern California), Sarah Al–Bachari(Manchester Academic Health Science Centre), Tim Anderson(University of Otago), Tyler Ard(University of Southern California), Francesca Assogna(Fondazione Santa Lucia), Katherine Baquero(University of Liège), Henk W. Berendse(Amsterdam Neuroscience), Jamie Blair(University of Virginia Health System), Fernando Cendes(Universidade Estadual de Campinas (UNICAMP)), John C. Dalrymple‐Alford(University of Canterbury), Rob M.A. de Bie(Amsterdam Neuroscience), Ines Debove(University of Bern), Michiel F. Dirkx(Radboud University Nijmegen), Jason Druzgal(University of Virginia), Hedley Emsley(Manchester Academic Health Science Centre), Gaëtan Garraux(University of Liège), Rachel Guimarães(Universidade Estadual de Campinas (UNICAMP)), Boris A. Gutman(Illinois Institute of Technology), Rick C. Helmich(Radboud University Nijmegen), Johannes Klein(Nuffield Orthopaedic Centre), Clare E. Mackay(University of Oxford), Corey T. McMillan(University of Pennsylvania), Tracy R. Melzer(New Zealand Brain Research Institute), Laura M. Parkes(Manchester Academic Health Science Centre), Fabrizio Piras(Fondazione Santa Lucia), Toni L. Pitcher(New Zealand Brain Research Institute), Kathleen L. Poston(Stanford University), Mario Rango(University of Milan), Letícia Ribeiro(Universidade Estadual de Campinas (UNICAMP)), Cristiane S. Rocha(Universidade Estadual de Campinas (UNICAMP)), Christian Rummel(University of Bern), Lucas S. R. Santos(Universidade Estadual de Campinas (UNICAMP)), Reinhold Schmidt(Medical University of Graz), Petra Schwingenschuh(Medical University of Graz), Gianfranco Spalletta(Fondazione Santa Lucia), Letizia Squarcina(University of Milan), Odile A. van den Heuvel(Amsterdam Neuroscience), Chris Vriend(Amsterdam Neuroscience), Jiun‐Jie Wang(Chang Gung University), Daniel Weintraub(University of Pennsylvania), Roland Wiest(University of Bern), Clarissa Lin Yasuda(Universidade Estadual de Campinas (UNICAMP)), Neda Jahanshad(University of Southern California), Paul M. Thompson(University of Southern California), Ysbrand D. van der Werf(Amsterdam Neuroscience), The ENIGMA‐Parkinson's Study
Movement Disorders
July 20, 2021
Cited by 136Open Access
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Abstract

BACKGROUND: Brain structure abnormalities throughout the course of Parkinson's disease have yet to be fully elucidated. OBJECTIVE: Using a multicenter approach and harmonized analysis methods, we aimed to shed light on Parkinson's disease stage-specific profiles of pathology, as suggested by in vivo neuroimaging. METHODS: Individual brain MRI and clinical data from 2357 Parkinson's disease patients and 1182 healthy controls were collected from 19 sources. We analyzed regional cortical thickness, cortical surface area, and subcortical volume using mixed-effects models. Patients grouped according to Hoehn and Yahr stage were compared with age- and sex-matched controls. Within the patient sample, we investigated associations with Montreal Cognitive Assessment score. RESULTS: = -0.14) and left amygdala (d = -0.13) were smaller in patients, whereas the left thalamus was larger (d = 0.13). Analysis of staging demonstrated an initial presentation of thinner occipital, parietal, and temporal cortices, extending toward rostrally located cortical regions with increased disease severity. From stage 2 and onward, the bilateral putamen and amygdala were consistently smaller with larger differences denoting each increment. Poorer cognition was associated with widespread cortical thinning and lower volumes of core limbic structures. CONCLUSIONS: Our findings offer robust and novel imaging signatures that are generally incremental across but in certain regions specific to disease stages. Our findings highlight the importance of adequately powered multicenter collaborations. © 2021 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


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