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Longitudinal follow up of data‐driven cognitive subtypes in Parkinson's disease

AIM: The dual syndrome hypothesis proposes that there are two cognitive subtypes in Parkinson's disease (PD): a frontal subtype with executive/attention impairment and gradual cognitive decline, and a posterior‐cortical subtype with memory/visuospatial deficits and rapid cognitive decline. We a...

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Autores principales: Pourzinal, Dana, Yang, Jihyun, Sivakumaran, Kumareshan, McMahon, Katie L., Mitchell, Leander, O'Sullivan, John D., Byrne, Gerard J., Dissanayaka, Nadeeka N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570472/
https://www.ncbi.nlm.nih.gov/pubmed/37574595
http://dx.doi.org/10.1002/brb3.3218
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author Pourzinal, Dana
Yang, Jihyun
Sivakumaran, Kumareshan
McMahon, Katie L.
Mitchell, Leander
O'Sullivan, John D.
Byrne, Gerard J.
Dissanayaka, Nadeeka N.
author_facet Pourzinal, Dana
Yang, Jihyun
Sivakumaran, Kumareshan
McMahon, Katie L.
Mitchell, Leander
O'Sullivan, John D.
Byrne, Gerard J.
Dissanayaka, Nadeeka N.
author_sort Pourzinal, Dana
collection PubMed
description AIM: The dual syndrome hypothesis proposes that there are two cognitive subtypes in Parkinson's disease (PD): a frontal subtype with executive/attention impairment and gradual cognitive decline, and a posterior‐cortical subtype with memory/visuospatial deficits and rapid cognitive decline. We aimed to compare the rate of global cognitive decline between subtypes derived using data‐driven methods and explore their longitudinal performance within specific cognitive domains to better understand the prognosis of each subtype. METHOD: Frontal, posterior‐cortical, globally impaired, and cognitively intact PD subtypes were identified at baseline using k‐means clustering (N = 85), and 29 participants (34%) returned for follow‐up assessments on average 4.87 years from baseline. Linear mixed effects models compared progression of subtypes on global cognition; psychological symptoms; parkinsonism; and the memory, attention, executive, language, and visuospatial cognitive domains. RESULTS: The frontal subtype was lost to attrition. While rate of change in parkinsonism, anxiety, and apathy differed between subtypes, there was no difference in the rate of global cognitive decline. However, the posterior‐cortical subtype declined most rapidly in verbal memory, card sorting, trail making, and judgement of line orientation (JLO), while the cognitively intact group declined most rapidly on verbal memory and semantic fluency. The globally impaired subtype declined most rapidly in JLO, although this should be interpreted with caution due to high attrition. CONCLUSION: Despite limited sample size, the present study supports the differential progression of the posterior‐cortical subtype compared to cognitively intact and globally impaired PD. These results encourage further, large‐scale longitudinal investigations of cognitive subtypes in PD.
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spelling pubmed-105704722023-10-14 Longitudinal follow up of data‐driven cognitive subtypes in Parkinson's disease Pourzinal, Dana Yang, Jihyun Sivakumaran, Kumareshan McMahon, Katie L. Mitchell, Leander O'Sullivan, John D. Byrne, Gerard J. Dissanayaka, Nadeeka N. Brain Behav Original Articles AIM: The dual syndrome hypothesis proposes that there are two cognitive subtypes in Parkinson's disease (PD): a frontal subtype with executive/attention impairment and gradual cognitive decline, and a posterior‐cortical subtype with memory/visuospatial deficits and rapid cognitive decline. We aimed to compare the rate of global cognitive decline between subtypes derived using data‐driven methods and explore their longitudinal performance within specific cognitive domains to better understand the prognosis of each subtype. METHOD: Frontal, posterior‐cortical, globally impaired, and cognitively intact PD subtypes were identified at baseline using k‐means clustering (N = 85), and 29 participants (34%) returned for follow‐up assessments on average 4.87 years from baseline. Linear mixed effects models compared progression of subtypes on global cognition; psychological symptoms; parkinsonism; and the memory, attention, executive, language, and visuospatial cognitive domains. RESULTS: The frontal subtype was lost to attrition. While rate of change in parkinsonism, anxiety, and apathy differed between subtypes, there was no difference in the rate of global cognitive decline. However, the posterior‐cortical subtype declined most rapidly in verbal memory, card sorting, trail making, and judgement of line orientation (JLO), while the cognitively intact group declined most rapidly on verbal memory and semantic fluency. The globally impaired subtype declined most rapidly in JLO, although this should be interpreted with caution due to high attrition. CONCLUSION: Despite limited sample size, the present study supports the differential progression of the posterior‐cortical subtype compared to cognitively intact and globally impaired PD. These results encourage further, large‐scale longitudinal investigations of cognitive subtypes in PD. John Wiley and Sons Inc. 2023-08-13 /pmc/articles/PMC10570472/ /pubmed/37574595 http://dx.doi.org/10.1002/brb3.3218 Text en © 2023 The Authors. Brain and Behavior published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Pourzinal, Dana
Yang, Jihyun
Sivakumaran, Kumareshan
McMahon, Katie L.
Mitchell, Leander
O'Sullivan, John D.
Byrne, Gerard J.
Dissanayaka, Nadeeka N.
Longitudinal follow up of data‐driven cognitive subtypes in Parkinson's disease
title Longitudinal follow up of data‐driven cognitive subtypes in Parkinson's disease
title_full Longitudinal follow up of data‐driven cognitive subtypes in Parkinson's disease
title_fullStr Longitudinal follow up of data‐driven cognitive subtypes in Parkinson's disease
title_full_unstemmed Longitudinal follow up of data‐driven cognitive subtypes in Parkinson's disease
title_short Longitudinal follow up of data‐driven cognitive subtypes in Parkinson's disease
title_sort longitudinal follow up of data‐driven cognitive subtypes in parkinson's disease
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570472/
https://www.ncbi.nlm.nih.gov/pubmed/37574595
http://dx.doi.org/10.1002/brb3.3218
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