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Weintraub D, Marras C, Amara A, Anderson KE, Chahine LM, Eberly S, Hosamath A, Kinel D, Mantri S, Mathur S, Oakes D, Purks JL, Standaert DG, Shoulson I, Arbatti L. Association between Subjective Cognitive Complaints and Incident Functional Impairment in Parkinson's Disease. Mov Disord 2024; 39:706-714. [PMID: 38318953 DOI: 10.1002/mds.29725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 01/05/2024] [Accepted: 01/09/2024] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND Early identification of subjective cognitive complaints (SCC) in Parkinson's disease (PD) may improve patient care if it predicts cognition-related functional impairment (CFI). OBJECTIVES The aim was to determine the cross-sectional and longitudinal association between SCC and CFI in PD. METHODS Data were obtained from Fox Insight, an online longitudinal study that collects PD patient-reported outcomes. Participants completed a PD Patient Report of Problems that asked participants for their five most bothersome disease problems. SCCs were placed into eight categories through human-in-the-loop curation and classification. CFI had a Penn Parkinson's Daily Activities Questionnaire (PDAQ-15) score ≤49. Cox proportional hazards models and Kaplan-Meier survival analyses determined if baseline SCC was associated with incident CFI. RESULTS The PD-PROP cohort (N = 21,160) was 55.8% male, mean age was 65.9 years, and PD duration was 4.8 years. At baseline, 31.9% (N = 6750) of participants reported one or more SCCs among their five most bothersome problems, including memory (13.2%), language/word finding (12.5%), and concentration/attention (9.6%). CFI occurred in 34.7% (N = 7332) of participants. At baseline, SCC was associated with CFI (P-value <0.001). SCC at baseline was associated with incident CFI (hazard ratio [HR] = 1.58 [95% confidence interval: 1.45, 1.72], P-value <0.001), as did cognitive impairment not otherwise specified (HR = 2.31), executive abilities (HR = 1.97), memory (HR = 1.85), and cognitive slowing (HR = 1.77) (P-values <0.001). Kaplan-Meier curves showed that by year 3 an estimated 45% of participants with any SCC at baseline developed new-onset CFI. CONCLUSIONS Self-reported bothersome cognitive complaints are associated with new-onset CFI in PD. Remote electronic assessment can facilitate widespread use of patient self-report at population scale. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Daniel Weintraub
- Departments of Psychiatry and Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Connie Marras
- Edmond J. Safra Program in Parkinson's Disease, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Amy Amara
- Department of Neurology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Karen E Anderson
- Departments of Psychiatry and Neurology, Georgetown University, Washington, DC, USA
| | - Lana M Chahine
- Department of Neurology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Shirley Eberly
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York, USA
| | - Abhishek Hosamath
- Grey Matter Technologies, a Wholly Owned Subsidiary of modality.ai, San Francisco, California, USA
| | - Daniel Kinel
- Center for Health + Technology, University of Rochester Medical Center, Rochester, New York, USA
| | - Sneha Mantri
- Department of Neurology, Duke University, Durham, North Carolina, USA
| | | | - David Oakes
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York, USA
| | - Jennifer L Purks
- Department of Neurology, University of Rochester Medical Center, Rochester, New York, USA
| | - David G Standaert
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ira Shoulson
- Grey Matter Technologies, a Wholly Owned Subsidiary of modality.ai, San Francisco, California, USA
- Department of Neurology, University of Rochester Medical Center, Rochester, New York, USA
| | - Lakshmi Arbatti
- Grey Matter Technologies, a Wholly Owned Subsidiary of modality.ai, San Francisco, California, USA
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Carlisle TC, Fought AJ, Olson KE, Lopez-Esquibel N, Simpson A, Medina LD, Holden SK. Original research: longitudinal evaluation of cognitively demanding daily function using performance-based functional assessment highlights heterogeneous trajectories in cognitive and functional abilities in people with Parkinson's disease. Front Neurosci 2023; 17:1200347. [PMID: 37434765 PMCID: PMC10330725 DOI: 10.3389/fnins.2023.1200347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 06/01/2023] [Indexed: 07/13/2023] Open
Abstract
Background Longitudinal assessment of functional abilities in Parkinson's disease (PD) is needed to determine the efficacy of cognitive interventions in providing meaningful improvements in daily life. Additionally, subtle changes in instrumental activities of daily living may precede a clinical diagnosis of dementia and could aid earlier detection of and intervention for cognitive decline. Objective The primary goal was to validate the longitudinal application of the University of California San Diego Performance-Based Skills Assessment (UPSA). An exploratory secondary goal was to determine whether UPSA may identify individuals at higher risk of cognitive decline in PD. Methods Seventy participants with PD completed the UPSA with at least one follow-up visit. Linear mixed effects modeling was used to identify associations between baseline UPSA score and cognitive composite score (CCS) over time. Descriptive analysis of four heterogeneous cognitive and functional trajectory groups and individual case examples was performed. Results Baseline UPSA score predicted CCS at each timepoint for functionally impaired and unimpaired groups (p < 0.01) but did not predict the rate change in CCS over time (p = 0.83). Participants displayed heterogenous trajectories in both UPSA and CCS during the follow-up period. Most participants maintained both cognitive and functional performance (n = 54), though some displayed cognitive and functional decline (n = 4), cognitive decline with functional maintenance (n = 4), and functional decline with cognitive maintenance (n = 8). Conclusion The UPSA is a valid measure of cognitive functional abilities over time in PD. Given the heterogeneity of functional and cognitive trajectories, this performance-based assessment did not predict cognitive decline with this relatively short follow-up. Further work is needed to understand longitudinal functional assessments in PD-associated cognitive impairment.
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Affiliation(s)
- Tara C. Carlisle
- Department of Neurology, University of Colorado School of Medicine, Aurora, CO, United States
- Behavioral Neurology Section, Department of Neurology, University of Colorado School of Medicine, Aurora, CO, United States
- University of Colorado Movement Disorders Center, Aurora, CO, United States
- University of Colorado Alzheimer’s and Cognition Center, Aurora, CO, United States
| | - Angela J. Fought
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, United States
| | - Kaitlin E. Olson
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, United States
| | | | - Abigail Simpson
- Department of Neurology, University of Colorado School of Medicine, Aurora, CO, United States
| | - Luis D. Medina
- Department of Psychology, University of Houston, Houston, TX, United States
| | - Samantha K. Holden
- Department of Neurology, University of Colorado School of Medicine, Aurora, CO, United States
- Behavioral Neurology Section, Department of Neurology, University of Colorado School of Medicine, Aurora, CO, United States
- University of Colorado Movement Disorders Center, Aurora, CO, United States
- University of Colorado Alzheimer’s and Cognition Center, Aurora, CO, United States
- Movement Disorders Section, Department of Neurology, University of Colorado School of Medicine, Aurora, CO, United States
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Becker S, Bode M, Brockmann K, Gasser T, Michaelis K, Solbrig S, Nuerk HC, Schulte C, Maetzler W, Zimmermann M, Berg D, Liepelt-Scarfone I. Cognitive-Driven Activities of Daily Living Impairment as a Predictor for Dementia in Parkinson Disease: A Longitudinal Cohort Study. Neurology 2022; 99:e2548-e2560. [PMID: 36240089 PMCID: PMC9754648 DOI: 10.1212/wnl.0000000000201201] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 07/19/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES One-third of Parkinson disease (PD) patients with PD-mild cognitive impairment (PD-MCI) convert to dementia within a few years. Markers with a high prognostic value for dementia conversion are needed. Loss of everyday function primarily caused by cognitive dysfunction is the core criterion for the diagnosis of PD dementia, with an onset of more complex instrumental activities of daily living (IADL) dysfunction in the prodromal stage. This study evaluated the phenotype associated with cognitive IADL impairment and its predictive value for defining a high-risk group for PD dementia. METHODS An observational longitudinal study using cognitive and clinical scores in addition to genetic and CSF biomarkers was conducted. The Functional Activities Questionnaire quotient (cut-off ≥1), indicating more cognitive than motor-driven IADL impairment, defined cognitive IADL impairment status at baseline. Hazard ratios (HRs) were used to compare the impact of baseline classifications on dementia conversion. RESULTS Of 268 patients with PD assessed at baseline, 108 (40.3%) had PD-MCI. After a period of 3.78 ± 0.84 years, 164 (61.2%) patients were reassessed. At follow-up, 93 (56.7%) patients had no cognitive impairment, 54 (32.9%) fulfilled PD-MCI criteria, and 17 (10.4%) had developed dementia. The HR of baseline cognitive IADL impairment (n = 37) for dementia conversion was descriptively higher than for PD-MCI, but highest in patients with both markers (HR = 12.01, 95% CI 4.47-32.22, p < 0.001). In the follow-up sample, nearly half of the patients (n = 10, 47.6%) with baseline classification of cognitive IADL impairment and PD-MCI converted to dementia. Baseline status of cognitive IADL impairment was associated with higher nonmotor burden, worse cognitive performance, and more severe IADL progression over the study period. DISCUSSION The importance of differentiating between cognitive and motor aspects on ADL function in PD and monitoring cognitive ADL impairment in the prodromal stage of dementia is paramount. Patients with PD-MCI and cognitive IADL impairment may be a valuable target group for clinical trials aiming to slow down the development of dementia. TRIAL REGISTRATION INFORMATION ClinicalTrials.gov NCT03687203. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that impairment of cognitive activities of daily living is associated with progression from MCI to dementia among patients with Parkinson disease.
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Affiliation(s)
- Sara Becker
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Merle Bode
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Kathrin Brockmann
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Thomas Gasser
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Katja Michaelis
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Susanne Solbrig
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Hans-Christoph Nuerk
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Claudia Schulte
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Walter Maetzler
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Milan Zimmermann
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Daniela Berg
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany
| | - Inga Liepelt-Scarfone
- From the Hertie Institute for Clinical Brain Research (S.B., M.B., K.B., T.G., K.M., S.S., C.S., M.Z., D.B., I.L.-S.), Department of Neurodegenerative Diseases, University of Tübingen, Germany; Department of Psychology (S.B.), University of Calgary, AB, Canada; German Center for Neurodegenerative Diseases (DZNE) (M.B., K.B., T.G., K.M., S.S., C.S., M.Z., I.L.-S.), University of Tübingen; Diagnostics and Cognitive Neuropsychology (H.-C.N.), Department of Psychology, Eberhard Karls University Tübingen, Department of Neurology (W.M., D.B.), Christian-Albrechts-University, Kiel; and IB-Hochschule (I.L.-S.), Stuttgart, Germany.
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Schmitter-Edgecombe M, McAlister C, Greeley D. A Comparison of Functional Abilities in Individuals with Mild Cognitive Impairment and Parkinson's Disease with Mild Cognitive Impairment Using Multiple Assessment Methods. J Int Neuropsychol Soc 2022; 28:798-809. [PMID: 34486508 PMCID: PMC8898320 DOI: 10.1017/s1355617721001077] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE This study used multiple assessment methods to examine instrumental activities of daily living (IADLs) performance in individuals with Parkinson's disease with mild cognitive impairment (PD-MCI) compared to individuals with mild cognitive impairment (MCI) and cognitively healthy older adults (HOA). Associations between functional performance and cognition were also examined. METHODS Eighteen individuals with PD-MCI, 48 individuals with MCI, and 66 HOAs were assessed with multiple IADL measures, including direct observation, a performance-based measure, and self- and informant-report questionnaires. Performance on the direct-observation measure was further characterized by coding for four error types: omissions, substitutions, and inefficient and irrelevant/off-task actions. RESULTS Both the PD-MCI and MCI groups performed more poorly on the overall score for all IADL measures relative to HOAs. Although the PD-MCI and MCI groups did not differ in overall performance, on the direct-observation measure, the PD-MCI group took longer and made more inefficient and irrelevant/off-task errors relative to the HOA and MCI groups, whereas the MCI group made more omission and substitution errors relative to HOAs. Further, the pattern of cognitive correlates that associated most strongly with the functional measures varied across groups and functional assessment methods. CONCLUSION Compared to HOAs, PD-MCI and MCI groups demonstrated increased difficulties performing everyday activities, and cognitive and motor abilities differentially contributed to the everyday task difficulties of these two groups.
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Affiliation(s)
| | - Courtney McAlister
- Mayo Clinic School of Medicine and Science, Mayo Clinic Health System, La Crosse, WI, USA
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Garcia JM, Morales Mejia YL, Ochoa Lopez AP, Woods SP, Valier H, Medina LD. Evidence for the reliability and validity of a Spanish translation of the Medication Management Ability Assessment administered via tele-assessment. Appl Neuropsychol Adult 2022:1-13. [PMID: 35998647 DOI: 10.1080/23279095.2022.2114356] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
We translated the Medication Management Ability Assessment (MMAA) from English to Spanish for use via tele-assessment and examined its reliability and validity. Following International Test Commission Guidelines for Translating and Adapting Tests, we used translation/back-translation and a small focus group (n = 6) to adapt a Spanish version of the MMAA. Eighty-six Spanish-speaking adults completed the adapted MMAA via tele-assessment at baseline and at a two-week follow-up visit. Participants also completed several self-report and performance-based cognitive and functional measures. The internal consistency of the MMAA was excellent (standardized Cronbach's α = 0.90). Performance-based functional assessments (PBFAs) and objective cognition were positively associated with the MMAA at small to medium effect sizes. Self-report measures of daily function and cognition, measures of health literacy, and estimates of premorbid intellectual functioning were not significantly associated with MMAA performance. The test-retest reliability of the MMAA was good (CCC = 0.73, 95% CI [0.62, 0.81]; rs = 0.37, p < 0.001) and demonstrated a small practice effect (Cohen's d = 0.36, p = 0.001). Preliminary evidence for the construct validity of a Spanish-language MMAA administered via tele-assessment further expands the potential clinical utility of PBFAs in culturally diverse, Spanish-speaking populations.
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Affiliation(s)
- Joshua M Garcia
- Department of Psychology, University of Houston, Houston, TX, USA
| | | | | | | | - Helen Valier
- The Honors College, University of Houston, Houston, TX, USA
| | - Luis D Medina
- Department of Psychology, University of Houston, Houston, TX, USA
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Rosenblum S, Meyer S, Richardson A, Hassin-baer S. Capturing Subjective Mild Cognitive Decline in Parkinson’s Disease. Brain Sci 2022; 12:741. [PMID: 35741626 PMCID: PMC9221413 DOI: 10.3390/brainsci12060741] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/29/2022] [Accepted: 06/01/2022] [Indexed: 12/10/2022] Open
Abstract
This study aimed to capture subjective daily functional cognitive decline among patients with Parkinson’s disease. Participants (40–79 y; 78 with Parkinson’s disease and 41 healthy matched controls) completed the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS), Parkinson’s Disease Cognitive Functional Rating Scale (CFRS), Daily Living Questionnaire (DLQ), and Time Organisation and Participation Scale (TOPS) questionnaires. Patients with Parkinson’s disease were divided into groups with or without suspected mild cognitive decline according to their scores on the Cognitive Functional (CF) feature, which is based on certain items of the MDS-UPDRS. Significant between-group differences were found in the DLQ and TOPS scores. Significant correlations were found among the questionnaire results, with specific DLQ and TOPS items accounting for 35% of the variance in the CF feature, which correlated with daily cognitive functional states. This study’s results are relevant for detecting subtle deficits in Parkinson’s disease patients suspected of mild cognitive decline, which can affect health and quality of life and relates to risk for later dementia.
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Goldman JG, Holden SK. Cognitive Syndromes Associated With Movement Disorders. Continuum (Minneap Minn) 2022; 28:726-749. [PMID: 35678400 DOI: 10.1212/con.0000000000001134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
PURPOSE OF REVIEW This article reviews the recognition and management of cognitive syndromes in movement disorders, including those with parkinsonism, chorea, ataxia, dystonia, and tremor. RECENT FINDINGS Cognitive and motor syndromes are often intertwined in neurologic disorders, including neurodegenerative diseases such as Parkinson disease, atypical parkinsonian syndromes, Huntington disease, and other movement disorders. Cognitive symptoms often affect attention, working memory, and executive and visuospatial functions preferentially, rather than language and memory, but heterogeneity can be seen in the various movement disorders. A distinct cognitive syndrome has been recognized in patients with cerebellar syndromes. Appropriate recognition and screening for cognitive changes in movement disorders may play a role in achieving accurate diagnoses and guiding patients and their families regarding progression and management decisions. SUMMARY In the comprehensive care of patients with movement disorders, recognition of cognitive syndromes is important. Pharmacologic treatments for the cognitive syndromes, including mild cognitive impairment and dementia, in these movement disorders lag behind the therapeutics available for motor symptoms, and more research is needed. Patient evaluation and management require a comprehensive team approach, often linking neurologists as well as neuropsychologists, psychologists, psychiatrists, social workers, and other professionals.
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Abstract
OBJECTIVE To investigate cognitive correlates of instrumental activities of daily living (IADL) performance among people with Parkinson disease (PD) without dementia. DESIGN Cross-sectional. SETTING Academic medical center. PARTICIPANTS Volunteer sample (N=161) comprising participants with PD without dementia (n=102) and healthy comparison (HC) participants (n=59). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Performance-based assessment of cognitively-demanding IADL (meal preparation, bill paying, shopping, medication management, small home repair), neuropsychological tests (attentional control/flexibility, planning, working memory, memory, crystallized intelligence), and measures of motor function and other characteristics (eg, depressive symptoms). RESULTS There were no group differences in neuropsychological test performance (P>.06). The PD group performed more poorly than the HC group on a number of cognitive IADL tasks (P<.04). After accounting for the effects of motor impairment and other disease-related characteristics, neuropsychological test performance accounted for a small but unique portion of the variance in performance of all cognitive IADL combined, meal preparation, shopping, and medication management in the PD group (R 2=4%-13%; P≤.01). CONCLUSIONS The PD group had cognitive IADL performance limitations despite being unimpaired on neuropsychological tests. Within PD, neuropsychological test performance accounted for a small but significant portion of the variance in cognitive IADL performance over and above the effects of motor and other impairments. These results support the added value of using performance-based IADL assessments in functional evaluations of individuals with early and mild PD without dementia.
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Key Words
- Activities of daily living, Cognition
- CANTAB, Cambridge Neuropsychological Test Automated Battery
- HC, healthy comparison
- IADL, instrumental activities of daily living
- IED, Intra-Extra Dimensional Set Shift test
- MMSE, Mini Mental Status Examination
- PAL, Paired Associates Learning
- PASS, Performance Assessment of Self-care Skills
- PD, Parkinson disease
- Parkinson disease
- Rehabilitation
- SOC, Stockings of Cambridge
- SWM, spatial working memory
- UPDRS, Unified Parkinson's Disease Rating Scale
- WTAR, Wechsler Test of Adult Reading
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Affiliation(s)
- Erin R. Foster
- Program in Occupational Therapy, Departments of Neurology and Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Tasha Doty
- Program in Occupational Therapy, Washington University School of Medicine, St. Louis, MO
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9
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Abstract
Background: Cognitive impairment is common in Parkinson’s disease (PD) and highly associated with loss of independence, caregiver burden, and assisted living placement. The need for cognitive functional capacity tools validated for use in PD clinical and research applications has thus been emphasized in the literature. The Virtual Reality Functional Capacity Assessment Tool (VRFCAT-SL) is a tablet-based instrument that assesses proficiency for performing real world tasks in a highly realistic environment. Objective: The present study explored application of the VRFCAT-SL in clinical assessments of patients with PD. Specifically, we examined associations between VRFCAT-SL performance and measures of cognition, motor severity, and self-reported cognitive functioning. Methods: The VRFCAT-SL was completed by a sample of 29 PD patients seen in clinic for a comprehensive neuropsychological evaluation. Fifteen patients met Movement Disorders Society Task Force criteria for mild cognitive impairment (PD-MCI); no patients were diagnosed with dementia. Non-parametric correlations between VRFCAT-SL performance and standardized neuropsychological tests and clinical measures were examined. Results: VRFCAT-SL performance was moderately associated with global rank on neuropsychological testing and discriminated PD-MCI. Follow-up analyses found completion time was associated with visual memory, sustained attention, and set-switching, while errors were associated with psychomotor inhibition. No clinical or motor measures were associated with VRFCAT-SL performance. Self-report was not associated with VRFCAT-SL or neuropsychological test performance. Conclusion: The VRFCAT-SL appears to provide a useful measure of cognitive functional capacity that is not confounded by PD motor symptoms. Future studies will examine utility in PD dementia.
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Affiliation(s)
- Travis H Turner
- Department of Neurology, Medical University of South Carolina, Charleston, SC, USA
| | | | - Richard S E Keefe
- VeraSci, Inc., Durham, NC, USA.,Department of Psychiatry, Duke University Medical Center, Durham, NC, USA
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10
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Van Patten R, Mahmood Z, Pickell D, Maye JE, Roesch S, Twamley EW, Filoteo JV, Schiehser DM. REM Sleep Behavior Disorder in Parkinson's Disease: Change in Cognitive, Psychiatric, and Functional Outcomes from Baseline to 16-47-Month Follow-Up. Arch Clin Neuropsychol 2021; 37:1-11. [PMID: 34037689 DOI: 10.1093/arclin/acab037] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/29/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Rapid Eye Movement Sleep Behavior Disorder (RBD) is common in Parkinson's Disease (PD) and is associated with cognitive impairment; however, the majority of the evidence on the impact of RBD on multidomain cognitive batteries in PD is cross-sectional. This study evaluated the longitudinal impact of probable RBD (pRBD) on cognitive, psychiatric, and functional outcomes in people with PD. METHOD Case-control study. A total of 65 people with PD completed the study protocol at baseline and 16-to-47-month follow-up. Participants were classified as pRBD+ (n = 25) or pRBD- (n = 40) based on an established cutoff of 6 on the RBD Sleep Questionnaire (RBDSQ). Participants also completed a) comprehensive cognitive testing, b) self-report measures of depression, anxiety, and apathy, and c) performance-based and other-report forms of instrumental activities of daily living. RESULTS Baseline mean age was 67.8 (SD = 8.1; range = 45-86) and baseline mean years of education was 16.4 (SD = 2.1; range = 12-20). The two groups did not differ on measured demographic characteristics. Baseline mean T-scores for cognitive tests were in the average range (46-55). Hierarchical linear models tested group differences in cognitive and functional decline from baseline to follow-up, controlling for appropriate demographic and psychiatric variables. Compared to the pRBD- group, pRBD+ participants showed greater decline in attention/working memory (r = -0.31; p = 0.01) and UPSA financial skills (r = -0.31; p = 0.01). No other group differences approached significance. CONCLUSIONS RBD may differentially affect attention/working memory and financial abilities in PD. Results underscore the importance of regular RBD screening in older adults with PD in order to triage symptomatic patients to appropriate cognitive and medical interventions.
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Affiliation(s)
- Ryan Van Patten
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA.,Spaulding Rehabilitation Hospital, Charlestown, MA, USA
| | - Zanjbeel Mahmood
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.,SDSU/UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA
| | - Delaney Pickell
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Jacqueline E Maye
- Research Service, VA San Diego Healthcare System, San Diego, CA, USA.,Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, USA
| | - Scott Roesch
- SDSU/UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA
| | - Elizabeth W Twamley
- Research Service, VA San Diego Healthcare System, San Diego, CA, USA.,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - J Vincent Filoteo
- Research Service, VA San Diego Healthcare System, San Diego, CA, USA.,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.,Department of Neuroscience, University of California San Diego, La Jolla, CA, USA
| | - Dawn M Schiehser
- Research Service, VA San Diego Healthcare System, San Diego, CA, USA.,Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
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11
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Gallagher J, Rick J, Xie SX, Martinez-Martin P, Mamikonyan E, Chen-Plotkin A, Dahodwala N, Morley J, Duda JE, Trojanowski JQ, Siderowf A, Weintraub D. Psychometric Properties of the Clinical Dementia Rating Scale Sum of Boxes in Parkinson's Disease. J Parkinsons Dis 2021; 11:737-745. [PMID: 33386814 PMCID: PMC8058172 DOI: 10.3233/jpd-202390] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND A composite measure that assesses both cognitive and functional abilities in Parkinson's disease (PD) would be useful for diagnosing mild cognitive impairment (MCI) and PD dementia (PDD) and as an outcome measure in randomized controlled trials. The Clinical Dementia Rating Scale Sum of Boxes (CDR-SOB) was designed to assess both cognition and basic-instrumental activities of daily living in Alzheimer's disease but has not yet been validated in PD. OBJECTIVE To validate the CDR-SOB as a composite cognitive-functional measure for PD patients, as well as to assess its sensitivity to change. METHODS The CDR-SOB and a comprehensive cognitive and functional battery was administered to 101 PD patients at baseline (39 normal cognition [NC], 41 MCI and 21 PDD by expert consensus panel), and re-administered to 64 patients after 1-2 years follow-up (32 NC and 32 cognitive impairment [CI] at baseline). RESULTS Cross-sectionally, CDR-SOB and domain scores were correlated with corresponding neuropsychological or functional measures and were significantly different between cognitive subgroups both at baseline and at follow-up. In addition, CDR-SOB ROC curves distinguished between normal cognition and dementia with high sensitivity, but did not distinguish well between NC and MCI. Longitudinal changes in the CDR-SOB and domain scores were not significant and were inconsistent in predicting change in commonly-used cognitive and functional tests. CONCLUSION The CDR-SOB detects dementia-level cognitive impairment in PD but may not be appropriate for predicting longitudinal combined cognitive-functional changes in patients without significant cognitive impairment at baseline.
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Affiliation(s)
- Julia Gallagher
- Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Jacqueline Rick
- Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Sharon X Xie
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Pablo Martinez-Martin
- Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Carlos III Institute of Health, Madrid, Spain
| | - Eugenia Mamikonyan
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Alice Chen-Plotkin
- Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Nabila Dahodwala
- Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - James Morley
- Parkinson's Disease Research, Education and Clinical Center (PADRECC), Philadelphia Veteran's Affairs Medical Center, Philadelphia, PA, USA
| | - John E Duda
- Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Parkinson's Disease Research, Education and Clinical Center (PADRECC), Philadelphia Veteran's Affairs Medical Center, Philadelphia, PA, USA
| | - John Q Trojanowski
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Andrew Siderowf
- Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel Weintraub
- Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Parkinson's Disease Research, Education and Clinical Center (PADRECC), Philadelphia Veteran's Affairs Medical Center, Philadelphia, PA, USA
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12
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Sulzer P, Liebig L, Csoti I, Graessel E, Wurster I, Berg D, Liepelt-Scarfone I. A time-efficient screening tool for activities of daily living functions in Parkinson's disease dementia. J Clin Exp Neuropsychol 2020; 42:867-879. [PMID: 33043797 DOI: 10.1080/13803395.2020.1825634] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
INSTRUCTION In Parkinson's disease (PD), activities of daily living (ADL) impairments are crucial for diagnosis of dementia (PDD). Performance-based tests are promising tools to discriminate between different levels of cognitive impairment in PD; however, the value of those tests for diagnosis of PDD is only sparsely investigated. Therefore, we evaluated the Erlangen Test of Activities of Daily Living (E-ADL), a time-efficient performance-based ADL test, in PD. METHOD In this cross-sectional study, 40 PD patients with normal cognition (PD-NC), 45 patients with mild cognitive impairment (PD-MCI) and 21 patients with PDD were assessed with a comprehensive ADL and cognitive test battery. RESULTS Interrater reliability (rs =.86) indicated high consistency of the standardized E-ADL scoring system between raters. The E-ADL correlated significantly with other tests of ADL functions (p <.01), highest with an alternative performance-based ADL test (rs = -.52), and lowest with self-ratings and a physician-rated scale. The E-ADL was also associated with cognitive impairment (p <.01), but also with motor impairment. A binary logistic regression model verified that the E-ADL (p =.04) was an independent predictor of PDD, in addition to motor impairment explaining 53.3% of variance. Receiver operating characteristic curve analysis of the E-ADL revealed an area under the curve of 0.78, a specificity of 77%, and a sensitivity of 67% for diagnosis PDD. CONCLUSIONS The standardized, easy, and quick to administer E-ADL showed acceptable levels of reliability, and validity in PD and measures cognitive-driven ADL functions. Therefore, it might be a suitable test to support diagnosis of PDD in the clinical daily routine.
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Affiliation(s)
- Patricia Sulzer
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research , Tübingen, Germany.,Intergrated Care and Research Unit, German Center for Neurodegenerative Diseases (DZNE) , Tübingen, Germany
| | - Luise Liebig
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research , Tübingen, Germany.,Intergrated Care and Research Unit, German Center for Neurodegenerative Diseases (DZNE) , Tübingen, Germany
| | - Ilona Csoti
- Department of Neurology , Leun-Biskirchen, Germany
| | - Elmar Graessel
- Department for Psychiatry and Psychotherapy, Center for Health Services Research in Medicine, University Clinic Erlangen , Tuebingen, Germany
| | - Isabel Wurster
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research , Tübingen, Germany.,Intergrated Care and Research Unit, German Center for Neurodegenerative Diseases (DZNE) , Tübingen, Germany
| | - Daniela Berg
- Department of Neurology, Christian-Albrechts-University of Kiel , Tuebingen, Germany
| | - Inga Liepelt-Scarfone
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research , Tübingen, Germany.,Intergrated Care and Research Unit, German Center for Neurodegenerative Diseases (DZNE) , Tübingen, Germany
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13
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de Oliveira GSR, Bressan L, Balarini F, Jesuino E Silva RS, Brito MMCM, Foss MP, Santos-Lobato BL, Tumas V. Direct and indirect assessment of functional abilities in patients with Parkinson's disease transitioning to dementia. Dement Neuropsychol 2020; 14:171-177. [PMID: 32595887 PMCID: PMC7304267 DOI: 10.1590/1980-57642020dn14-020011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Cognitive impairment is common in patients with Parkinson’s disease (PD), and evaluation of functional abilities is crucial for diagnosis of dementia.
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Affiliation(s)
| | - Lúcia Bressan
- Department of Neuroscience and Behavior, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Fernanda Balarini
- Department of Neuroscience and Behavior, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil
| | | | | | - Maria Paula Foss
- Department of Neuroscience and Behavior, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Bruno Lopes Santos-Lobato
- Department of Neuroscience and Behavior, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Vitor Tumas
- Department of Neuroscience and Behavior, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil
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14
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Sulzer P, Bäumer A, Hoang HG, Becker S, Lönneker HD, Graessel E, Liepelt-Scarfone I. Assessment of Cognitive-Driven Performance-Based Activities of Daily Living Dysfunction in Parkinson's Disease. J Int Neuropsychol Soc 2020; 26:430-40. [PMID: 31822319 DOI: 10.1017/S1355617719001322] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVES Parkinson's disease (PD) patients with mild cognitive impairment (PD-MCI) have an increased risk of developing dementia (PDD). As activities of daily living (ADL) impairment is mandatory for the diagnosis of PDD, assessing early signs of instrumental ADL (iADL) dysfunction, especially in PD-MCI, is essential. In PD, self- and caregiver-reported iADL performance is often confounded by motor dysfunction and mood. Objective and time-efficient performance-based measurements are needed to screen for cognitive-related iADL dysfunction. We evaluated the Erlangen Test of Activities of Daily Living in Mild Dementia and Mild Cognitive Impairment (ETAM) in PD and determined its value for characterizing a subgroup of PD-MCI patients with mild performance-based iADL impairment. METHODS Twenty-one cognitively normal PD patients (PD-NC), 24 PD-MCI patients, and 18 healthy controls (HC) were analyzed. Assessments included the ETAM, a comprehensive neuropsychological test battery, iADL, mood, and motor measurements. RESULTS PD-MCI patients scored significantly lower on the ETAM total score compared to PD-NC patients (p = .002), whereas HC and PD-NC patients did not statistically differ. No HC scored lower than 27 points (diagnostic cutoff for mild iADL impairment); only PD-MCI patients scored below this cutoff (29.2%) suggesting the ETAM is able to characterize a PD-MCI subgroup with early iADL impairment. PD-MCI patients below the cutoff were more impaired in the attention domain (p = .04). CONCLUSIONS The ETAM is a potentially valuable clinical assessment, able to detect first signs of iADL dysfunction in PD-MCI. Further studies in larger cohorts are needed to evaluate the prognostic ability for predicting PDD.
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15
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Abstract
Affective disorders, cognitive decline, and psychosis have long been recognized as common in Parkinson disease (PD), and other psychiatric disorders include impulse control disorders, anxiety symptoms, disorders of sleep and wakefulness, and apathy. Psychiatric aspects of PD are associated with numerous adverse outcomes, yet in spite of this and their frequent occurrence, there is incomplete understanding of epidemiology, presentation, risk factors, neural substrate, and management strategies. Psychiatric features are typically multimorbid, and there is great intra- and interindividual variability in presentation. The hallmark neuropathophysiological changes that occur in PD, plus the association between exposure to dopaminergic medications and certain psychiatric disorders, suggest a neurobiological basis for many psychiatric symptoms, although psychological factors are involved as well. There is evidence that psychiatric disorders in PD are still under-recognized and undertreated and although psychotropic medication use is common, controlled studies demonstrating efficacy and tolerability are largely lacking. Future research on neuropsychiatric complications in PD should be oriented toward determining modifiable correlates or risk factors and establishing efficacious and well-tolerated treatment strategies.
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Affiliation(s)
- Daniel Weintraub
- Perelman School of Medicine (DW, EM), University of Pennsylvania, Philadelphia; Parkinson's Disease Research, Education and Clinical Center (PADRECC) (DW), Philadelphia Veterans Affairs Medical Center, Philadelphia.
| | - Eugenia Mamikonyan
- Perelman School of Medicine (DW, EM), University of Pennsylvania, Philadelphia
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