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J. Neurol. Neurosurg. Psychiatr. · May 2024
Data-driven sequence of cognitive decline in people with Parkinson's disease.
- Andrew John Petkus, Erin Donahue, Michael W Jakowec, Ece Bayram, John Darrell Van Horn, Irene Litvan, Giselle M Petzinger, and Dawn M Schiehser.
- Department of Neurology, University of Southern California, Los Angeles, California, USA petkus@usc.edu.
- J. Neurol. Neurosurg. Psychiatr. 2024 May 30.
BackgroundUnderstanding the sequential progression of cognitive impairments in Parkinson's disease (PD) is crucial for elucidating neuropathological underpinnings, refining the assessment of PD-related cognitive decline stages and enhancing early identification for targeted interventions. The first aim of this study was to use an innovative event-based modeling (EBM) analytic approach to estimate the sequence of cognitive declines in PD. The second aim was to validate the EBM by examining associations with EBM-derived individual-specific estimates of cognitive decline severity and performance on independent cognitive screening measures.MethodsThis cross-sectional observational study included 99 people with PD who completed a neuropsychological battery. Individuals were classified as meeting the criteria for mild cognitive impairment (PD-MCI) or subtle cognitive decline by consensus. An EBM was constructed to compare cognitively healthy individuals with those with PD-MCI or subtle cognitive disturbances. Multivariable linear regression estimated associations between the EBM-derived stage of cognitive decline and performance on two independent cognitive screening tests.ResultsThe EBM estimated that tests assessing executive function and visuospatial ability become abnormal early in the sequence of PD-related cognitive decline. Each higher estimated stage of cognitive decline was associated with approximately 0.24 worse performance on the Dementia Rating Scale (p<0.001) and 0.26 worse performance on the Montreal Cognitive Assessment (p<0.001) adjusting for demographic and clinical variables.ConclusionFindings from this study will have important clinical implications for practitioners, on specific cognitive tests to prioritise, when conducting neuropsychological evaluations with people with PD. Results also highlight the importance of frontal-subcortical system disruption impacting executive and visuospatial abilities.© Author(s) (or their employer(s)) 2024. No commercial re-use. See rights and permissions. Published by BMJ.
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