npj Parkinson's Disease (Aug 2024)
A worldwide study of white matter microstructural alterations in people living with Parkinson’s disease
- Conor Owens-Walton,
- Talia M. Nir,
- Sarah Al-Bachari,
- Sonia Ambrogi,
- Tim J. Anderson,
- Ítalo Karmann Aventurato,
- Fernando Cendes,
- Yao-Liang Chen,
- Valentina Ciullo,
- Phil Cook,
- John C. Dalrymple-Alford,
- Michiel F. Dirkx,
- Jason Druzgal,
- Hedley C. A. Emsley,
- Rachel Guimarães,
- Hamied A. Haroon,
- Rick C. Helmich,
- Michele T. Hu,
- Martin E. Johansson,
- Ho Bin Kim,
- Johannes C. Klein,
- Max Laansma,
- Katherine E. Lawrence,
- Christine Lochner,
- Clare Mackay,
- Corey T. McMillan,
- Tracy R. Melzer,
- Leila Nabulsi,
- Ben Newman,
- Peter Opriessnig,
- Laura M. Parkes,
- Clelia Pellicano,
- Fabrizio Piras,
- Federica Piras,
- Lukas Pirpamer,
- Toni L. Pitcher,
- Kathleen L. Poston,
- Annerine Roos,
- Lucas Scárdua Silva,
- Reinhold Schmidt,
- Petra Schwingenschuh,
- Marian Shahid-Besanti,
- Gianfranco Spalletta,
- Dan J. Stein,
- Sophia I. Thomopoulos,
- Duygu Tosun,
- Chih-Chien Tsai,
- Odile A. van den Heuvel,
- Eva van Heese,
- Daniela Vecchio,
- Julio E. Villalón-Reina,
- Chris Vriend,
- Jiun-Jie Wang,
- Yih-Ru Wu,
- Clarissa Lin Yasuda,
- Paul M. Thompson,
- Neda Jahanshad,
- Ysbrand van der Werf
Affiliations
- Conor Owens-Walton
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California
- Talia M. Nir
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California
- Sarah Al-Bachari
- Lancaster Medical School, Lancaster University
- Sonia Ambrogi
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation
- Tim J. Anderson
- Department of Medicine, University of Otago, Christchurch
- Ítalo Karmann Aventurato
- Department of Neurology, University of Campinas—UNICAMP
- Fernando Cendes
- Department of Neurology, University of Campinas—UNICAMP
- Yao-Liang Chen
- Department of Diagnostic Radiology, Chang Gung Memorial Hospital
- Valentina Ciullo
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation
- Phil Cook
- University of Pennsylvania Perelman School of Medicine
- John C. Dalrymple-Alford
- New Zealand Brain Research Institute
- Michiel F. Dirkx
- Department of Neurology and Center of Expertise for Parkinson & Movement Disorders, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre
- Jason Druzgal
- Department of Radiology and Medical Imaging, University of Virginia
- Hedley C. A. Emsley
- Lancaster Medical School, Lancaster University
- Rachel Guimarães
- Department of Neurology, University of Campinas—UNICAMP
- Hamied A. Haroon
- Division of Psychology, Communication & Human Neuroscience, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre
- Rick C. Helmich
- Department of Neurology and Center of Expertise for Parkinson & Movement Disorders, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre
- Michele T. Hu
- Oxford Parkinson’s Disease Centre, Nuffield, Department of Clinical Neurosciences, Division of Clinical Neurology, University of Oxford
- Martin E. Johansson
- Department of Neurology and Center of Expertise for Parkinson & Movement Disorders, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre
- Ho Bin Kim
- Department of Neurology & Neurological Sciences, Stanford University
- Johannes C. Klein
- Oxford Parkinson’s Disease Centre, Nuffield, Department of Clinical Neurosciences, Division of Clinical Neurology, University of Oxford
- Max Laansma
- Amsterdam UMC, Dept. Anatomy and Neurosciences, Vrije Universiteit Amsterdam
- Katherine E. Lawrence
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California
- Christine Lochner
- SA MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University
- Clare Mackay
- Oxford Parkinson’s Disease Centre, Nuffield, Department of Clinical Neurosciences, Division of Clinical Neurology, University of Oxford
- Corey T. McMillan
- University of Pennsylvania Perelman School of Medicine
- Tracy R. Melzer
- Department of Medicine, University of Otago, Christchurch
- Leila Nabulsi
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California
- Ben Newman
- Department of Radiology and Medical Imaging, University of Virginia
- Peter Opriessnig
- Department of Neurology, Clinical Division of Neurogeriatrics, Medical University Graz
- Laura M. Parkes
- Division of Psychology, Communication & Human Neuroscience, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre
- Clelia Pellicano
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation
- Fabrizio Piras
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation
- Federica Piras
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation
- Lukas Pirpamer
- Department of Neurology, Clinical Division of Neurogeriatrics, Medical University Graz
- Toni L. Pitcher
- Department of Medicine, University of Otago, Christchurch
- Kathleen L. Poston
- Department of Neurology & Neurological Sciences, Stanford University
- Annerine Roos
- SA MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town
- Lucas Scárdua Silva
- Department of Neurology, University of Campinas—UNICAMP
- Reinhold Schmidt
- Department of Neurology, Clinical Division of Neurogeriatrics, Medical University Graz
- Petra Schwingenschuh
- Department of Neurology, Clinical Division of Neurogeriatrics, Medical University Graz
- Marian Shahid-Besanti
- Department of Neurology & Neurological Sciences, Stanford University
- Gianfranco Spalletta
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation
- Dan J. Stein
- SA MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town
- Sophia I. Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California
- Duygu Tosun
- Department of Radiology and Biomedical Imaging, University of California San Francisco
- Chih-Chien Tsai
- Healthy Aging Research Center, Chang Gung University
- Odile A. van den Heuvel
- Department of Neurology & Neurological Sciences, Stanford University
- Eva van Heese
- Department of Neurology & Neurological Sciences, Stanford University
- Daniela Vecchio
- Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation
- Julio E. Villalón-Reina
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California
- Chris Vriend
- Department of Neurology & Neurological Sciences, Stanford University
- Jiun-Jie Wang
- Department of Diagnostic Radiology, Chang Gung Memorial Hospital
- Yih-Ru Wu
- Department of Neurology, Chang Gung Memorial Hospital, Linkou Medical Center
- Clarissa Lin Yasuda
- Department of Neurology, University of Campinas—UNICAMP
- Paul M. Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California
- Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California
- Ysbrand van der Werf
- Department of Neurology & Neurological Sciences, Stanford University
- DOI
- https://doi.org/10.1038/s41531-024-00758-3
- Journal volume & issue
-
Vol. 10,
no. 1
pp. 1 – 12
Abstract
Abstract The progression of Parkinson’s disease (PD) is associated with microstructural alterations in neural pathways, contributing to both motor and cognitive decline. However, conflicting findings have emerged due to the use of heterogeneous methods in small studies. Here we performed a large diffusion MRI study in PD, integrating data from 17 cohorts worldwide, to identify stage-specific profiles of white matter differences. Diffusion-weighted MRI data from 1654 participants diagnosed with PD (age: 20–89 years; 33% female) and 885 controls (age: 19–84 years; 47% female) were analyzed using the ENIGMA-DTI protocol to evaluate white matter microstructure. Skeletonized maps of fractional anisotropy (FA) and mean diffusivity (MD) were compared across Hoehn and Yahr (HY) disease groups and controls to reveal the profile of white matter alterations at different stages. We found an enhanced, more widespread pattern of microstructural alterations with each stage of PD, with eventually lower FA and higher MD in almost all regions of interest: Cohen’s d effect sizes reached d = −1.01 for FA differences in the fornix at PD HY Stage 4/5. The early PD signature in HY stage 1 included higher FA and lower MD across the entire white matter skeleton, in a direction opposite to that typical of other neurodegenerative diseases. FA and MD were associated with motor and non-motor clinical dysfunction. While overridden by degenerative changes in the later stages of PD, early PD is associated with paradoxically higher FA and lower MD in PD, consistent with early compensatory changes associated with the disorder.