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Association of specific biotypes in patients with Parkinson disease and disease progression
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Wang, Linbo, Cheng, Wei, Rolls, Edmund T., Dai, Fuli, Gong, Weikang, Du, Jingnan, Zhang, Wei, Wang, Shouyan, Liu, Fengtao, Wang, Jian, Brown, Peter and Feng, Jianfeng (2020) Association of specific biotypes in patients with Parkinson disease and disease progression. Neurology, 95 (11). e1445-e1460. doi:10.1212/WNL.0000000000010498 ISSN 0028-3878.
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WRAP-association-specific-biotypes-patients-Parkinson-disease-progression-Rolls-2020.pdf - Published Version - Requires a PDF viewer. Available under License Creative Commons Attribution 4.0. Download (1791Kb) | Preview |
Official URL: https://doi.org/10.1212/WNL.0000000000010498
Abstract
Objective: To identify biotypes in patients with newly diagnosed Parkinson disease (PD) and to test whether these biotypes could explain interindividual differences in longitudinal progression.
Methods: In this longitudinal analysis, we use a data-driven approach clustering PD patients from the Parkinson's Progression Markers Initiative (n = 314, age 61.0 ± 9.5, years 34.1% female, 5 years of follow-up). Voxel-level neuroanatomic features were estimated with deformation-based morphometry (DBM) of T1-weighted MRI. Voxels with deformation values that were significantly correlated (p < 0.01) with clinical scores (Movement Disorder Society–sponsored revision of the Unified Parkinson’s Disease Rating Scale Parts I–III and total score, tremor score, and postural instability and gait difficulty score) at baseline were selected. Then, these neuroanatomic features were subjected to hierarchical cluster analysis. Changes in the longitudinal progression and neuroanatomic pattern were compared between different biotypes.
Results: Two neuroanatomic biotypes were identified: biotype 1 (n = 114) with subcortical brain volumes smaller than heathy controls and biotype 2 (n = 200) with subcortical brain volumes larger than heathy controls. Biotype 1 had more severe motor impairment, autonomic dysfunction, and much worse REM sleep behavior disorder than biotype 2 at baseline. Although disease durations at the initial visit and follow-up were similar between biotypes, patients with PD with smaller subcortical brain volume had poorer prognosis, with more rapid decline in several clinical domains and in dopamine functional neuroimaging over an average of 5 years.
Conclusion: Robust neuroanatomic biotypes exist in PD with distinct clinical and neuroanatomic patterns. These biotypes can be detected at diagnosis and predict the course of longitudinal progression, which should benefit trial design and evaluation.
Item Type: | Journal Article | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Subjects: | R Medicine > RC Internal medicine | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Library of Congress Subject Headings (LCSH): | Parkinson's disease -- Genetic aspects, Parkinson's disease -- Susceptibility, Parkinson's disease -- Prognosis | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Journal or Publication Title: | Neurology | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Publisher: | Lippincott Williams & Wilkins | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ISSN: | 0028-3878 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Official Date: | 15 September 2020 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Volume: | 95 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Number: | 11 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Page Range: | e1445-e1460 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
DOI: | 10.1212/WNL.0000000000010498 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Status: | Peer Reviewed | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Publication Status: | Published | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Access rights to Published version: | Open Access (Creative Commons) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Date of first compliant deposit: | 4 November 2020 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Date of first compliant Open Access: | 5 November 2020 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
RIOXX Funder/Project Grant: |
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