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Stagge F, Lanzi AM, Saylor AK, Cohen ML. Montreal Cognitive Assessment Scores Do Not Associate With Communication Challenges Reported by Adults With Alzheimer's Disease or Parkinson's Disease. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2024; 33:1902-1910. [PMID: 38713811 DOI: 10.1044/2024_ajslp-23-00248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2024]
Abstract
PURPOSES Screening for cognitive-communication challenges in people with Alzheimer's disease (AD) or Parkinson's disease (PD) may benefit from multiple kinds of information about the client (e.g., patient-reported, performance-based). The purposes of this report are (a) to describe, using recently published score range descriptors (e.g., "mild," "moderate"), the patient-reported communication challenges of people with AD or PD using the Communicative Participation Item Bank (CPIB) and the Aphasia Communication Outcome Measure (ACOM); and (b) to examine the relationships between the performance-based Montreal Cognitive Assessment (MoCA), a cognitive screener, and patient-reported CPIB and ACOM scores. METHOD Participants were a convenience sample of 49 community-dwelling adults with AD or PD. Participants completed the measures in person as part of a larger assessment battery. RESULTS MoCA total scores ranged from 7 to 28. CPIB T-scores fell in the following ranges: 31% were "within normal limits," 57% reflected "mildly" restricted participation, and 12% reflected "moderately" restricted participation. ACOM T-scores fell in the following ranges: 50% were either "within normal limits" or reflected "mild" impairment, 29% reflected "mild-moderately" impaired functional communication, and 21% reflected "moderately" impaired functional communication. There were only weak and nonsignificant correlations between T-scores on the ACOM or CPIB and scores on the MoCA, and there were no group differences on the ACOM or CPIB between individuals who screened positive versus negative on the MoCA. CONCLUSION When screening individuals with AD or PD, patient-reported communication challenges seem to be complementary to information provided by the MoCA and perhaps most useful in screening for mild communication challenges.
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Affiliation(s)
- Faith Stagge
- Department of Communication Sciences & Disorders, University of Delaware, Newark
- Delaware Center for Cognitive Aging Research, University of Delaware, Newark
| | - Alyssa M Lanzi
- Department of Communication Sciences & Disorders, University of Delaware, Newark
- Delaware Center for Cognitive Aging Research, University of Delaware, Newark
| | - Anna K Saylor
- Department of Communication Sciences & Disorders, University of Delaware, Newark
- Delaware Center for Cognitive Aging Research, University of Delaware, Newark
| | - Matthew L Cohen
- Department of Communication Sciences & Disorders, University of Delaware, Newark
- Delaware Center for Cognitive Aging Research, University of Delaware, Newark
- Center for Health Assessment Research and Translation, University of Delaware, Newark
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Zimmermann M, Fandrich M, Jakobi M, Röben B, Wurster I, Lerche S, Schulte C, Zimmermann S, Deuschle C, Schneiderhan-Marra N, Gasser T, Brockmann K. Association of elevated cerebrospinal fluid levels of the longevity protein α-Klotho with a delayed onset of cognitive impairment in Parkinson's disease patients. Eur J Neurol 2024:e16388. [PMID: 38946703 DOI: 10.1111/ene.16388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 06/05/2024] [Accepted: 06/06/2024] [Indexed: 07/02/2024]
Abstract
BACKGROUND AND PURPOSE Parkinson's disease (PD) is an age-related condition characterized by substantial phenotypic variability. Consequently, pathways and proteins involved in biological aging, such as the central aging pathway comprising insulin-like growth factor 1-α-Klotho-sirtuin 1-forkhead box O3-peroxisome proliferator-activated receptor γ, may potentially influence disease progression. METHODS Cerebrospinal fluid (CSF) levels of α-Klotho in 471 PD patients were examined. Of the 471 patients, 96 carried a GBA1 variant (PD GBA1), whilst the 375 non-carriers were classified as PD wild-type (PD WT). Each patient was stratified into a CSF α-Klotho tertile group based on the individual level. Kaplan-Meier survival curves and Cox regression analysis stratified by tertile groups were conducted. These longitudinal data were available for 255 patients. Follow-up times reached from 8.4 to 12.4 years. The stratification into PD WT and PD GBA1 was undertaken to evaluate potential continuum patterns, particularly in relation to CSF levels. RESULTS Higher CSF levels of α-Klotho were associated with a significant later onset of cognitive impairment. Elevated levels of α-Klotho in CSF were linked to higher Montreal Cognitive Assessment scores in male PD patients with GBA1 mutations. CONCLUSIONS Our results indicate that higher CSF levels of α-Klotho are associated with a delayed cognitive decline in PD. Notably, this correlation is more prominently observed in PD patients with GBA1 mutations, potentially reflecting the accelerated biological aging profile characteristic of individuals harboring GBA1 variants.
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Affiliation(s)
- Milan Zimmermann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tuebingen, Germany
| | - Madeleine Fandrich
- Natural and Medical Sciences Institute, University of Tuebingen, Reutlingen, Germany
| | - Meike Jakobi
- Natural and Medical Sciences Institute, University of Tuebingen, Reutlingen, Germany
| | - Benjamin Röben
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tuebingen, Germany
| | - Isabel Wurster
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tuebingen, Germany
| | - Stefanie Lerche
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tuebingen, Germany
| | - Claudia Schulte
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tuebingen, Germany
| | - Shahrzad Zimmermann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
| | - Christian Deuschle
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tuebingen, Germany
| | | | - Thomas Gasser
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tuebingen, Germany
| | - Kathrin Brockmann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), University of Tuebingen, Germany
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McKay NS, Millar PR, Nicosia J, Aschenbrenner AJ, Gordon BA, Benzinger TLS, Cruchaga CC, Schindler SE, Morris JC, Hassenstab J. Pick a PACC: Comparing domain-specific and general cognitive composites in Alzheimer disease research. Neuropsychology 2024; 38:443-464. [PMID: 38602816 PMCID: PMC11176005 DOI: 10.1037/neu0000949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2024] Open
Abstract
OBJECTIVE We aimed to illustrate how complex cognitive data can be used to create domain-specific and general cognitive composites relevant to Alzheimer disease research. METHOD Using equipercentile equating, we combined data from the Charles F. and Joanne Knight Alzheimer Disease Research Center that spanned multiple iterations of the Uniform Data Set. Exploratory factor analyses revealed four domain-specific composites representing episodic memory, semantic memory, working memory, and attention/processing speed. The previously defined preclinical Alzheimer disease cognitive composite (PACC) and a novel alternative, the Knight-PACC, were also computed alongside a global composite comprising all available tests. These three composites allowed us to compare the usefulness of domain and general composites in the context of predicting common Alzheimer disease biomarkers. RESULTS General composites slightly outperformed domain-specific metrics in predicting imaging-derived amyloid, tau, and neurodegeneration burden. Power analyses revealed that the global, Knight-PACC, and attention and processing speed composites would require the smallest sample sizes to detect cognitive change in a clinical trial, while the Alzheimer Disease Cooperative Study-PACC required two to three times as many participants. CONCLUSIONS Analyses of cognition with the Knight-PACC and our domain-specific composites offer researchers flexibility by providing validated outcome assessments that can equate across test versions to answer a wide range of questions regarding cognitive decline in normal aging and neurodegenerative disease. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Longo C, Romano DL, Pennacchio M, Malaguti MC, Di Giacopo R, Giometto B, Papagno C. Are the criteria for PD-MCI diagnosis comprehensive? A Machine Learning study with modified criteria. Parkinsonism Relat Disord 2024; 124:106987. [PMID: 38701720 DOI: 10.1016/j.parkreldis.2024.106987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/11/2024] [Accepted: 04/28/2024] [Indexed: 05/05/2024]
Abstract
BACKGROUND Mild cognitive impairment in Parkinson's disease (PD-MCI) includes deficits in different cognitive domains, and one domain to explore for neurocognitive impairment following the DSM-V is social cognition. However, this domain is not included in current criteria for PD-MCI diagnosis. Moreover, tests vary across studies. It is, therefore, crucial to optimize cognitive assessment in PD-MCI. We aimed to do so by using Machine Learning. METHODS 275 PD patients were included. Four cognitive batteries were created: two Standard ones (Levels I and II), applying current criteria and "traditional" tests; two Alternative ones (Levels I and II), which incorporated a test of social cognition. These batteries were included in the Random Forest (RF) classifier. To assess RF performance, the AUC was considered, and the Variable Importance Index was estimated to understand the contribution of each test in PD-MCI classification. RESULTS Standard Level I and II showed an AUC of 0.852 and 0.892, while Alternative Level I and II showed an AUC of 0.898 and of 0.906. Variable Importance Index revealed that TMT B-A, Ekman test, RAVLT-IR, MoCA, and Action Naming were tests that most contributed to PD-MCI classification. CONCLUSION The Alternative level I assessment demonstrated a similar classification capacity to the Standard level II assessment. This finding suggests that in the cognitive assessment of PD patients, it is crucial to consider the most affected cognitive domains in this clinical population, including social cognition. Taken together, these results suggest to revise current criteria for the diagnosis of PD-MCI.
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Affiliation(s)
- Chiara Longo
- Department of Neurology, "Santa Chiara Hospital", Azienda Provinciale per I Servizi Sanitari (APSS), 38122, Trento, Italy; Department of Psychology, University of Milano-Bicocca, 20126, Milan, Italy.
| | | | - Maria Pennacchio
- Department of Psychology, University of Milano-Bicocca, 20126, Milan, Italy; Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068, Rovereto, Italy
| | - Maria Chiara Malaguti
- Department of Neurology, "Santa Chiara Hospital", Azienda Provinciale per I Servizi Sanitari (APSS), 38122, Trento, Italy
| | - Raffaella Di Giacopo
- Department of Neurology, "Santa Maria del Carmine Hospital", Azienda Provinciale per I Servizi Sanitari (APSS), 38068, Rovereto, Italy
| | - Bruno Giometto
- Department of Neurology, "Santa Chiara Hospital", Azienda Provinciale per I Servizi Sanitari (APSS), 38122, Trento, Italy; Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068, Rovereto, Italy
| | - Costanza Papagno
- Center for Mind/Brain Sciences (CIMeC), University of Trento, 38068, Rovereto, Italy
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Wang J, Christensen D, Coombes SA, Wang Z. Cognitive and brain morphological deviations in middle-to-old aged autistic adults: A systematic review and meta-analysis. Neurosci Biobehav Rev 2024; 163:105782. [PMID: 38944227 DOI: 10.1016/j.neubiorev.2024.105782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 06/07/2024] [Accepted: 06/21/2024] [Indexed: 07/01/2024]
Abstract
Cognitive challenges and brain structure variations are common in autism spectrum disorder (ASD) but are rarely explored in middle-to-old aged autistic adults. Cognitive deficits that overlap between young autistic individuals and elderlies with dementia raise an important question: does compromised cognitive ability and brain structure during early development drive autistic adults to be more vulnerable to pathological aging conditions, or does it protect them from further decline? To answer this question, we have synthesized current theoretical models of aging in ASD and conducted a systematic literature review (Jan 1, 1980 - Feb 29, 2024) and meta-analysis to summarize empirical studies on cognitive and brain deviations in middle-to-old aged autistic adults. We explored findings that support different aging theories in ASD and addressed study limitations and future directions. This review sheds light on the poorly understood consequences of aging question raised by the autism community to pave the way for future studies to identify sensitive and reliable measures that best predict the onset, progression, and prognosis of pathological aging in ASD.
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Affiliation(s)
- Jingying Wang
- Neurocognitive and Behavioral Development Laboratory, Department of Applied Physiology and Kinesiology, University of Florida, PO Box 118206, Gainesville, FL 32611-8205, USA
| | - Danielle Christensen
- Neurocognitive and Behavioral Development Laboratory, Department of Applied Physiology and Kinesiology, University of Florida, PO Box 118206, Gainesville, FL 32611-8205, USA; Laboratory for Rehabilitation Neuroscience, Department of Applied Physiology and Kinesiology, University of Florida, PO Box 118206, Gainesville, FL 32611-8205, USA
| | - Stephen A Coombes
- Laboratory for Rehabilitation Neuroscience, Department of Applied Physiology and Kinesiology, University of Florida, PO Box 118206, Gainesville, FL 32611-8205, USA; Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA
| | - Zheng Wang
- Neurocognitive and Behavioral Development Laboratory, Department of Applied Physiology and Kinesiology, University of Florida, PO Box 118206, Gainesville, FL 32611-8205, USA.
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Kantola M, Ilves O, Honkanen S, Hakonen H, Yli-Ikkelä R, Köyhäjoki A, Anttila MR, Rintala A, Korpi H, Sjögren T, Karvanen J, Aartolahti E. The Effects of Virtual Reality Training on Cognition in Older Adults: A Systematic Review, Meta-Analysis, and Meta-Regression of Randomized Controlled Trials. J Aging Phys Act 2024; 32:321-349. [PMID: 38242114 DOI: 10.1123/japa.2023-0217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 10/29/2023] [Accepted: 10/31/2023] [Indexed: 01/21/2024]
Abstract
The aim of this systematic review, meta-analysis, and meta-regression was to examine the effects of virtual reality-based training on global cognition and executive function compared with conventional training or information-based treatment in older adults, regardless of cognitive level. A systematic literature search was conducted using four databases. A total of 31 randomized controlled trials were identified. Pooled effect sizes were calculated, the risk of bias was assessed, and evidence was graded. The primary analyses showed a small but statistically significant effect of virtual reality-based training compared with control on global cognition (Hedges' g 0.42, 95% confidence interval [0.17, 0.68], I2 = 70.1%, n = 876, 20 randomized controlled trials, low evidence) and executive function (Hedges' g 0.35, 95% confidence interval [0.06, 0.65], I2 = 68.4%, n = 810, 16 randomized controlled trials, very low evidence). Meta-regression yielded inconclusive results. Virtual reality-based training may be more effective than control in improving cognition in older adults; however, more high-quality studies are needed.
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Affiliation(s)
- Mirjami Kantola
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Outi Ilves
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
- Department of Sports and Rehabilitation, South-Eastern Finland University of Applied Sciences, Savonlinna, Finland
| | - Sari Honkanen
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Harto Hakonen
- Jamk University of Applied Sciences, LIKES, Jyväskylä, Finland
| | - Riku Yli-Ikkelä
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Anna Köyhäjoki
- Central Ostrobothnia Well-Being Service County "Soite", Kokkola, Finland
| | - Marjo-Riitta Anttila
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Aki Rintala
- Physical Activity and Functional Capacity Research Group, Faculty of Health Care and Social Services, LAB University of Applied Sciences, Lahti, Finland
| | - Hilkka Korpi
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
- Social and Healthcare Unit, Vaasa University of Applied Sciences, Vaasa, Finland
- Well-being and Culture Unit, Oulu University of Applied Sciences, Oulu, Finland
| | - Tuulikki Sjögren
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Juha Karvanen
- Faculty of Mathematics and Science, University of Jyväskylä, Jyväskylä, Finland
| | - Eeva Aartolahti
- Institute of Rehabilitation, Jamk University of Applied Sciences, Jyväskylä, Finland
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Galvez V, Romero-Rebollar C, Estudillo-Guerra MA, Fernandez-Ruiz J. Resting-state networks and their relationship with MoCA performance in PD patients. Brain Imaging Behav 2024; 18:612-621. [PMID: 38332386 DOI: 10.1007/s11682-024-00860-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/30/2024] [Indexed: 02/10/2024]
Abstract
Although mild cognitive impairment is a common non-motor symptom experienced by individuals with Parkinson's Disease, the changes in intrinsic resting-state networks associated with its onset in Parkinson's remain underexamined. To address the issue, our study sought to examine resting-state network alterations and their association with total performance in the Montreal Cognitive Assessment and its cognitive domains in Parkinson's by means of functional magnetic resonance imaging of 29 Parkinson's patients with normal cognition, 25 Parkinson's patients with mild cognitive impairment, and 13 healthy controls. To contrast the Parkinson's groups with each other and the controls, the images were used to estimate the Z-score coefficient between the regions of interest from the default mode network, the salience network and the central executive network. Our first finding was that default mode and salience network connectivity decreased significantly in Parkinson's patients regardless of their cognitive status. Additionally, default mode network nodes had a negative and salience network nodes a positive correlation with the global assessment in Parkinson's with normal cognition; this inverse relationship of both networks to total score was not found in the group with cognitive impairment. Finally, a positive correlation was found between executive scores and anterior and posterior cortical network connectivity and, in the group with cognitive impairment, between language scores and salience network connectivity. Our results suggest that specific resting-state networks of Parkinson's patients with cognitive impairment differ from those of Parkinson's patients with normal cognition, supporting the evidence that cognitive impairment in Parkinson's Disease displays a differentiated neurodegenerative pattern.
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Affiliation(s)
- Victor Galvez
- Laboratorio de Neurociencias Cognitivas y Desarrollo, Escuela de Psicología, Universidad Panamericana, Ciudad de México, México.
| | - César Romero-Rebollar
- Escuela de Pedagogía, Universidad Panamericana, Ciudad de México, México
- Universidad Tecnológica de México-UNITEC MÉXICO-Campus en línea, Ciudad de México, México
| | - M Anayali Estudillo-Guerra
- Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Juan Fernandez-Ruiz
- Departamento de Fisiología, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad de México, México
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Contreras-Ruston F, Castillo-Allendes A, Saavedra-Garrido J, Ochoa-Muñoz AF, Hunter EJ, Kotz SA, Navarra J. Voice self-assessment in individuals with Parkinson's Disease as compared to general voice disorders. Parkinsonism Relat Disord 2024; 123:106944. [PMID: 38552350 DOI: 10.1016/j.parkreldis.2024.106944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 03/18/2024] [Accepted: 03/20/2024] [Indexed: 06/04/2024]
Abstract
BACKGROUND Individuals with Parkinson's Disease (IwPD) often fail to adjust their voice in different situations, without awareness of this limitation. Clinicians use self-report questionnaires that are typically designed for individuals with General Voice Disorders (GVD) in the vocal assessment of IwPD. However, these instruments may not consider that IwPD have a reduced self-perception of their vocal deficits. This study aimed to compare self-reported vocal symptoms and voice loudness between IwPD and GVD. METHODS 28 IwPD and 26 with GVD completed the Voice Symptom Scale (VoiSS) questionnaire to evaluate their voice self-perception. Vocal loudness (dB) was also assessed. Univariate and multivariate analyses were used to compare the outcomes from these measures between the two groups. Principal Component Analysis and Hierarchical Clustering Analysis were applied to explore data patterns related to voice symptoms. RESULTS IwPD reported significantly fewer vocal symptoms than those with GVD in all VoiSS questionnaire domains. Multivariate principal component analysis found no significant correlations between VoiSS scores and participant similarities in voice measures. Despite experiencing hypophonia, IwPD scored lower in all VoiSS domains but still fell in the healthy voice range. Hierarchical Clustering Analysis grouped participants into three distinct categories, primarily based on age, vocal loudness, and VoiSS domain scores, distinguishing between PD and GVD individuals. CONCLUSIONS IwPD reported fewer vocal symptoms than GVD. The voice self-assessment seems to be unreliable to assess vocal symptoms in IwPD, at least regarding loudness. New self-report instruments tailored to PD individuals are needed due to their particular voice characteristics.
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Affiliation(s)
- Francisco Contreras-Ruston
- Department of Cognition, Development and Educational Psychology, University of Barcelona, Barcelona, Spain; Faculty of Psychology and Neuroscience, Department of Neuropsychology & Psychopharmacology, Maastricht University, 6229 ER, Maastricht, the Netherlands; Speech-Language Pathology and Audiology Department - Universidad de Valparaíso, San Felipe, Chile.
| | - Adrián Castillo-Allendes
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, USA; Department of Communication Sciences and Disorders, University of Iowa, Iowa City, IA, USA
| | - Jorge Saavedra-Garrido
- Institute of Statistics, University of Valparaíso, Faculty of Science, Valparaíso, Chile; Department of Meteorology, University of Valparaíso, Valparaíso, Chile
| | - Andrés Felipe Ochoa-Muñoz
- Institute of Statistics, University of Valparaíso, Faculty of Science, Valparaíso, Chile; School of Statistics, Universidad del Valle, Cali, Colombia
| | - Eric J Hunter
- Department of Communication Sciences and Disorders, University of Iowa, Iowa City, IA, USA
| | - Sonja A Kotz
- Faculty of Psychology and Neuroscience, Department of Neuropsychology & Psychopharmacology, Maastricht University, 6229 ER, Maastricht, the Netherlands
| | - Jordi Navarra
- Department of Cognition, Development and Educational Psychology, University of Barcelona, Barcelona, Spain
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Qu M, Gao B, Jiang Y, Li Y, Pei C, Xie L, Zhang Y, Song Q, Miao Y. Atrophy patterns in hippocampus and amygdala subregions of depressed patients with Parkinson's disease. Brain Imaging Behav 2024; 18:475-484. [PMID: 38170304 PMCID: PMC11222218 DOI: 10.1007/s11682-023-00844-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2023] [Indexed: 01/05/2024]
Abstract
We aimed to explore the subregional atrophy patterns of the amygdala and hippocampus in Parkinson's disease (PD) with depression and their correlation with the severity of the depressive symptom. MRI scans were obtained for 34 depressed PD patients (DPD), 22 nondepressed PD patients (NDPD), and 28 healthy controls (HC). Amygdala and hippocampal subregions were automatically segmented, and the intergroup volume difference was compared. The relationships between the volumes of the subregions and depression severity were investigated. Logistic analysis and Receiver operator characteristic curve were used to find independent predictors of DPD. Compared with the HC group, atrophy of the bilateral lateral nucleus, left accessory basal nucleus, right cortical nucleus, right central nucleus, and right medial nucleus subregions of the amygdala were visible in the DPD group, while the right lateral nucleus subregion of the amygdala was smaller in the DPD group than in the NDPD group. The DPD group showed significant atrophy in the left molecular layer, left GC-DG, left CA3, and left CA4 subregions compared with the HC group for hippocampal subregion volumes. Also, the right lateral nuclei volume and disease duration were independent predictors of DPD. To sum up, DPD patients showed atrophy in multiple amygdala subregions and left asymmetric hippocampal subregions. The decreased amygdala and hippocampal subregion volumes were correlated with the severity of depressive symptoms. The volume of right lateral nuclei and disease duration could be used as a biomarker to detect DPD.
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Affiliation(s)
- Mingrui Qu
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, No. 222 Zhongshan Road, Xigang District, Dalian, 116011, China
| | - Bingbing Gao
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, No. 222 Zhongshan Road, Xigang District, Dalian, 116011, China
| | - Yuhan Jiang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, No. 222 Zhongshan Road, Xigang District, Dalian, 116011, China
| | - Yuan Li
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, No. 222 Zhongshan Road, Xigang District, Dalian, 116011, China
| | - Chenhui Pei
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | | | - Yukun Zhang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, No. 222 Zhongshan Road, Xigang District, Dalian, 116011, China
| | - Qingwei Song
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, No. 222 Zhongshan Road, Xigang District, Dalian, 116011, China
| | - Yanwei Miao
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, No. 222 Zhongshan Road, Xigang District, Dalian, 116011, China.
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Fei Y, Niu S, Xi X, Tang W, Zhao Y, Zhang G, Yu X, Li C, Li X, Liu Y, Li Y, Yin Y, Cui Y, Li X. Physical frailty intensifies the positive association of oral frailty with poor global cognitive function and executive function among older adults especially for females: a cross-sectional study. BMC Geriatr 2024; 24:468. [PMID: 38811863 PMCID: PMC11134949 DOI: 10.1186/s12877-024-05056-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 05/08/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND Oral frailty is reported to increase the risk of new onset of mild cognitive impairment. Whereas, the association of oral frailty with cognition among older adults in both physical frail and non-physical frail status has not been sufficiently explored, and whether there are sex differences in the association is unclear. This study investigated the association of oral frailty and physical frailty with global cognitive function and executive function among older adults, as well as the sex differences in such association. METHODS This cross-sectional study included 307 participants aged ≥ 60 years old from communities between June 2023 and August 2023, in Nanjing, China. Global cognitive function and executive function were assessed by using the Montreal Cognitive Assessment (MoCA) and Trail Making Tests A (TMT-A), respectively. Oral frailty was identified by the combination of natural tooth, Oral Frailty Index-8 (OFI-8), and oral diadochokinesis. Physical frailty was measured by using Fried phenotype model which contained 5 criteria: unintentional weight loss, weakness, exhaustion, slowness, and low physical activity. Multiple linear regression analyses for overall participants and stratified by sex and presence or absence of physical frailty were performed, respectively, to examine the association between oral frailty and cognitive functions. RESULTS The median age of participants was 70 years old. The study included 158 (51.5%) females, 53 (17.3%) individuals with physical frailty, and 65 (21.2%) participants with oral frailty. After adjustment, the association between oral frailty and global cognitive function was observed in the physical frailty group (B = -2.67, 95% Confidence Interval [CI]: -5.27 to -0.07, p = 0.045) and the females with physical frailty (B = -4, 95% CI: -7.41 to -0.58, p = 0.024). Oral frailty was associated with executive function in overall participants (B = 0.12, 95% CI: 0.01 to 0.22, p = 0.037), physical frailty group (B = 23.68, 95% CI: 1.37 to 45.99, p = 0.038). In the adjusted models, oral frailty was significantly associated with executive function in all females (B = 0.21, 95% CI: 0.05 to 0.36, p = 0.009), in females without physical frailty (B = 0.19, 95% CI: 0.02 to 0.36, p = 0.027), and in females with physical frailty (B = 48.69, 95% CI: 7.17 to 90.21, p = 0.024). CONCLUSIONS Physical frailty intensifies the positive association of oral frailty with poor global cognitive function and executive function among older adults, particularly among females. It is ponderable to consider sex differences and facilitate the management of physical frailty when it comes to promoting cognitive health based on the perspective of oral health among older adults.
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Affiliation(s)
- Yang Fei
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Shuzhen Niu
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Xueru Xi
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Wenping Tang
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Yue Zhao
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Ge Zhang
- Department of Geriatrics (Geriatric Neurology), the Affiliated Brain Hospital of Nanjing Medical University, 264 Guangzhou Road, Nanjing, China
| | - Xiaohong Yu
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Cheng Li
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Xinru Li
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Ying Liu
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Yaxin Li
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Yueheng Yin
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China.
| | - Yan Cui
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China.
| | - Xianwen Li
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
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Sivaranjini S, Sujatha CM. Analysis of cognitive dysfunction in Parkinson's disease using voxel based morphometry and radiomics. Cogn Process 2024:10.1007/s10339-024-01197-x. [PMID: 38714621 DOI: 10.1007/s10339-024-01197-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 04/19/2024] [Indexed: 05/10/2024]
Abstract
Cognitive impairment in Parkinson's disease (PD) is associated with changes in the brain anatomical structures. The objective of this study, is to identify the atrophy patterns based on the severity of cognitive decline and evaluate the disease progression. In this study, gray matter alterations are analysed in 135 PD subjects under 3 cognitive domains (91 Cognitively normal PD (NC-PD), 25 PD with Mild Cognitive Impairment (PD-MCI) and 19 PD with Dementia (PD-D)) by comparing them with 58 Healthy Control (HC) subjects. Voxel Based Morphometry (VBM) is used to segment the gray matter regions in magnetic resonance images and analyse the atrophy patterns statistically. Significant patterns of gray matter variations observed in the middle temporal and medial frontal region differentiate between HC and PD subject groups based on the severity of cognitive decline. Abnormalities in gray matter is substantiated through radiomic features extracted from the significant gray matter clusters. Significant radiomic features of the clusters are able to differentiate between the HC and PD-D subjects with an accuracy of 81.82%. Higher atrophy levels identified in PD-D subjects compared to NC-PD and PD-MCI group enables early diagnosis and treatment procedures. The combined and comprehensive analysis of gray matter alterations through VBM and radiomic features gives better assessment of cognitive impairment in PD.
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Affiliation(s)
- S Sivaranjini
- Department of Electronics and Communication Engineering, College of Engineering (CEG), Anna University, Chennai, India.
| | - C M Sujatha
- Department of Electronics and Communication Engineering, College of Engineering (CEG), Anna University, Chennai, India
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Asimakidou E, Xiromerisiou G, Sidiropoulos C. Motor and Non-motor Outcomes of Deep Brain Stimulation across the Genetic Panorama of Parkinson's Disease: A Multi-Scale Meta-Analysis. Mov Disord Clin Pract 2024; 11:465-477. [PMID: 38318989 PMCID: PMC11078493 DOI: 10.1002/mdc3.13994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 01/12/2024] [Accepted: 01/21/2024] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND In the era of modern medicine, where high-throughput sequencing techniques are readily available, it is desirable to elucidate the role of genetic background in patients with Parkinson's Disease (PD) undergoing Deep Brain Stimulation (DBS). Genetic stratification of PD patients undergoing DBS may assist in patient selection and prediction of clinical outcomes and complement existing selection procedures such as levodopa challenge testing. OBJECTIVE To capture a broad spectrum of motor and non-motor DBS outcomes in genetic PD patients with data from the recently updated literature. METHODS A multi-scale meta-analysis with 380 genetic PD cases was conducted using the Cochrane Review Manager, JASP software and R. RESULTS This meta-analysis revealed that overall, patients with genetic PD are good candidates for DBS but the outcomes might differ depending on the presence of specific mutations. PRKN carriers benefited the most regarding motor function, daily dose medication and motor complications. However, GBA carriers appeared to be more prone to cognitive decline after subthalamic nucleus DBS accompanied by a low quality of life with variable severity depending on genetic variants and concomitant alterations in other genes. Apart from GBA, cognitive worsening was also observed in SNCA carriers. Pre-operative levodopa responsiveness and a younger age of onset are associated with a favorable motor outcome. CONCLUSION A personalized approach with a variant-based risk stratification within the emerging field of surgicogenomics is needed. Integration of polygenic risk scores in clinical-decision making should be encouraged.
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Castelli MB, Alonso-Recio L, Carvajal F, Serrano JM. Does the Montreal Cognitive Assessment (MoCA) identify cognitive impairment profiles in Parkinson's disease? An exploratory study. APPLIED NEUROPSYCHOLOGY. ADULT 2024; 31:238-247. [PMID: 34894908 DOI: 10.1080/23279095.2021.2011727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
An important proportion of patients with Parkinson's Disease (PD) present signs of cognitive impairment, although this is heterogeneous. In an attempt to classify this, the dual syndrome hypothesis distinguishes between two profiles: one defined by attentional and executive problems with damage in anterior cerebral regions, and another with mnesic and visuospatial alterations, with damage in posterior cerebral regions. The Montreal Cognitive Assessment (MoCA) is one of the recommended screening tools, and one of the most used, to assess cognitive impairment in PD. However, its ability to specifically identify these two profiles of cognitive impairment has not been studied. The aim of this study was, therefore, to analyze the capacity of the MoCA to detect cognitive impairment, and also to identify anterior and posterior profiles defined by the dual syndrome hypothesis. For this purpose, 59 patients with idiopathic PD were studied with the MoCA and a neuropsychological battery of tests covering all cognitive domains. Results of logistic regression analysis with ROC (Receiver Operating Characteristic) curves showed that MoCA detected cognitive impairment and identified patients with a profile of anterior/attentional and executive deficit, with acceptable sensibility and specificity. However, it did not identify patients with a posterior/mnesic-visuospatial impairment. We discuss the reasons for the lack of sensitivity of MoCA in this profile, and other possible implications of these results with regards the usefulness of this tool to assess cognitive impairment in PD.
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Affiliation(s)
- María Belén Castelli
- Departamento de Psicología Biológica y de la Salud, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain
| | - Laura Alonso-Recio
- Departamento de Psicología y Salud, Facultad de Ciencias de la Salud y la Educación, Universidad a Distancia de Madrid, Madrid, Spain
| | - Fernando Carvajal
- Departamento de Psicología Biológica y de la Salud, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain
| | - Juan Manuel Serrano
- Departamento de Psicología Biológica y de la Salud, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain
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Fu Y, Wei Q, Wang Z, Zhao Q, Shi W. Effects of dexmedetomidine on postoperative pain and early cognitive impairment in older male patients undergoing laparoscopic cholecystectomy. Exp Ther Med 2024; 27:189. [PMID: 38533435 PMCID: PMC10964730 DOI: 10.3892/etm.2024.12477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 02/16/2024] [Indexed: 03/28/2024] Open
Abstract
The primary aim of the present study was to investigate the effect of dexmedetomidine (DEX) on postoperative pain and early cognitive impairment in old male patients, who underwent laparoscopic cholecystectomy (LC). A total of 97 old patients, subjected to LC at the 980 Hospital of the Joint Service Support Force of the People's Liberation Army of China, were randomly divided into two groups, namely the DEX and normal saline groups. Patients in the DEX group received an intravenous infusion of 0.8 µg/kg DEX within 10 min following general anesthesia, followed by a maintenance infusion of 0.5 µg/(kg/h). Furthermore, patients in the normal saline group were treated with an equivalent volume of normal saline. Cognitive function was assessed using the Mini-Mental State Examination (MMSE) and the Montreal Cognitive Assessment (MoCA) tests at 6 h, 1, 2 and 3 days, postoperatively. The incidence of postoperative cognitive dysfunction (POCD) and postoperative adverse events were recorded for both groups. In addition, the Visual Analogue Scale (VAS) pain score was utilized to assess the pain level of all patients, while the Quality of Recovery-15 (QoR-15) scale was employed to analyze the postoperative recovery results. Therefore, the MoCA score was higher in the DEX group compared with the normal saline group at 6 h and day 1 postoperatively. Additionally, the MMSE score was higher at 6 h postoperatively in the DEX group compared with the normal saline group. Correspondingly, the incidence of POCD was lower in the DEX group compared with the normal saline group at 6 h and day 1, after LC (P<0.05). VAS score in resting state for patients in the DEX group was significantly lower compared with the normal-saline group (P<0.05). Furthermore, the QoR-15 scale score in patients in the DEX group was notably increased compared with the normal saline group on the first and second days after the operation (P<0.05). Overall, the present study verified that the continuous infusion of DEX at a rate of 0.5 µg/(kg/h) during LC could effectively reduce the incidence of early POCD and alleviate postoperative pain in old male patients, thus facilitating postoperative recovery.
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Affiliation(s)
- Yanlong Fu
- Department of Hepatobiliary Surgery, The 980 Hospital of The Joint Service Support Force of The People's Liberation Army of China, Shijiazhuang, Hebei 050000, P.R. China
| | - Qiang Wei
- Department of Hepatobiliary Surgery, The 980 Hospital of The Joint Service Support Force of The People's Liberation Army of China, Shijiazhuang, Hebei 050000, P.R. China
| | - Zhenliang Wang
- Department of Hepatobiliary Surgery, The 980 Hospital of The Joint Service Support Force of The People's Liberation Army of China, Shijiazhuang, Hebei 050000, P.R. China
| | - Qingtao Zhao
- Department of Hepatobiliary Surgery, The 980 Hospital of The Joint Service Support Force of The People's Liberation Army of China, Shijiazhuang, Hebei 050000, P.R. China
| | - Wenxin Shi
- Department of Hepatobiliary Surgery, The 980 Hospital of The Joint Service Support Force of The People's Liberation Army of China, Shijiazhuang, Hebei 050000, P.R. China
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15
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Yeager BE, Twedt HP, Bruss J, Schultz J, Narayanan NS. Cortical and subcortical functional connectivity and cognitive impairment in Parkinson's disease. Neuroimage Clin 2024; 42:103610. [PMID: 38677099 PMCID: PMC11066685 DOI: 10.1016/j.nicl.2024.103610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 04/22/2024] [Accepted: 04/23/2024] [Indexed: 04/29/2024]
Abstract
Parkinson's disease (PD) is a neurodegenerative disease with cognitive as well as motor impairments. While much is known about the brain networks leading to motor impairments in PD, less is known about the brain networks contributing to cognitive impairments. Here, we leveraged resting-state functional magnetic resonance imaging (rs-fMRI) data from the Parkinson's Progression Marker Initiative (PPMI) to examine network dysfunction in PD patients with cognitive impairment. We focus on canonical cortical networks linked to cognition, including the salience network (SAL), frontoparietal network (FPN), and default mode network (DMN), as well as a subcortical basal ganglia network (BGN). We used the Montreal Cognitive Assessment (MoCA) as a continuous index of coarse cognitive function in PD. In 82 PD patients, we found that lower MoCA scores were linked with lower intra-network connectivity of the FPN. We also found that lower MoCA scores were linked with lower inter-network connectivity between the SAL and the BGN, the SAL and the DMN, as well as the FPN and the DMN. These data elucidate the relationship of cortical and subcortical functional connectivity with cognitive impairments in PD.
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Affiliation(s)
- Brooke E Yeager
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City 52242, USA.
| | - Hunter P Twedt
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City 52242, USA.
| | - Joel Bruss
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City 52242, USA; Department of Pediatrics, Carver College of Medicine, University of Iowa, Iowa City 52242, USA.
| | - Jordan Schultz
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City 52242, USA.
| | - Nandakumar S Narayanan
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City 52242, USA.
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16
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Roeben B, Liepelt-Scarfone I, Lerche S, Zimmermann M, Wurster I, Sünkel U, Schulte C, Deuschle C, Eschweiler GW, Maetzler W, Gasser T, Berg D, Brockmann K. Longitudinal cognitive decline characterizes the profile of non-PD-manifest GBA1 mutation carriers. NPJ Parkinsons Dis 2024; 10:88. [PMID: 38649346 PMCID: PMC11035543 DOI: 10.1038/s41531-024-00706-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 04/08/2024] [Indexed: 04/25/2024] Open
Abstract
With disease-modifying treatment for Parkinson's disease (PD) associated with variants in the glucocerebrosidase gene (GBA1) under way, the challenge to design clinical trials with non-PD-manifest GBA mutation carriers (GBA1NMC) comes within close reach. To delineate trajectories of motor and non-motor markers as well as serum neurofilament light (sNfL) levels and to evaluate clinical endpoints as outcomes for clinical trials in GBA1NMC, longitudinal data of 56 GBA1NMC carriers and 112 age- and sex-matched GBA1 wildtype participants (GBA1wildtype) with up to 9 years of follow-up was analyzed using linear mixed-effects models (LMEM) and Kaplan-Meier survival analysis of clinical endpoints for motor and cognitive function. GBA1NMC showed worse performance in Pegboard, 20 m fast walking, global cognition as well as in executive and memory function at baseline. Longitudinally, LMEM revealed a higher annual increase of the MDS-UPDRS III bradykinesia subscore in GBA1NMC compared to GBA1wildtype, but comparable trajectories of all other motor and non-motor markers as well as sNfL. Kaplan-Meier survival analysis showed a significantly earlier progression to clinical endpoints of cognitive decline in GBA1NMC. Incidence of PD was significantly higher in GBA1NMC. In conclusion, our study extends data on GBA1NMC indicating early cognitive decline as a potentially characteristic feature. Comprehensive longitudinal assessments of cognitive function are crucial to delineate the evolution of early changes in GBA1NMC enabling a more accurate stratification and allow for a more precise definition of trial design and sample size.
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Grants
- Dr. Roeben was supported by the Clinician Scientist program of the Medical Faculty of the University of Tübingen (grant #478-0-0).
- Janssen Research and Development (Janssen R&D)
- Michael J. Fox Foundation for Parkinson’s Research (Michael J. Fox Foundation)
- European Commission (EC)
- EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020)
- Novartis
- International Parkinson Fonds (Germany) GmbH (IPD) German Ministry for Education and Research (BMBF)
- Dr. Zimmermann was supported by the Clinician Scientist program of the Medical Faculty of the University of Tübingen (grant #481-0-0).
- Dr. Wurster received funding from the Michael J. Fox Foundation in form of the Edmond J. Safra Fellowship in Movement Disorders.
- German Ministry for Education and Research (BMBF), German Research Council (DFG), German Innovationsfonds
- Robert Bosch Stiftung (Robert Bosch Foundation)
- Dr. Maetzler receives or received funding from the European Union, the German Federal Ministry of Education of Research, German Research Council, Michael J. Fox Foundation, Robert Bosch Foundation, Neuroalliance, Lundbeck, Sivantos and Janssen.
- Dr. Gasser receives research support from Novartis, the European Union, BMBF (the Federal Ministry of Education and Research), and Helmholtz Association.
- Janssen Pharmaceuticals (Janssen Pharmaceuticals, Inc.)
- Teva Pharmaceutical Industries (Teva Pharmaceutical Industries Ltd.)
- Abbott | Abbott Pharmaceuticals
- Boehringer Ingelheim (Boehringer Ingelheim Pharmaceuticals)
- UCB | UCB US
- Deutsches Zentrum für Neurodegenerative Erkrankungen (German Center for Neurodegenerative Diseases)
- Dr. Berg has received funding for travel or speaker honoraria from Lundbeck Inc., Novartis, UCB/ SCHWARZ PHARMA, Merck Serono, Biogen, Zambon, AbbVie, and BIALLtd.; and has received research support from Janssen, Teva Pharmaceutical Industries Ltd., Solvay Pharmaceuticals, Inc./Abbott, Boehringer, UCB, Michael J Fox Foundation, BMBF, dPV (German Parkinson’s disease association), Neuroallianz, DZNE, Center of Integrative Neurosciences and the Damp Foundation.
- Dr. Brockmann has received research grants from the University of Tuebingen (Clinician Scientist), the German Society of Parkinson’s disease (dpv), the Michael J. Fox Foundation (MJFF), the German Centre for Neurodegenerative Diseases (DZNE, MIGAP) and the German Federal Ministry of Education and Research (BMBF) in the frame of ERACoSysMed2 (FKZ 031L0137B).
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Affiliation(s)
- Benjamin Roeben
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany.
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany.
| | - Inga Liepelt-Scarfone
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
- IB-Hochschule, Stuttgart, Germany
| | - Stefanie Lerche
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Milan Zimmermann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Isabel Wurster
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Ulrike Sünkel
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, Calwer Str. 14, 72076, Tübingen, Germany
| | - Claudia Schulte
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Christian Deuschle
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Gerhard W Eschweiler
- Department of Psychiatry and Psychotherapy, University of Tübingen, Calwer Str. 14, 72076, Tübingen, Germany
- Geriatric Center at the University Hospital of Tübingen, Calwer Str. 14, 72076, Tübingen, Germany
| | - Walter Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, and Kiel University, Arnold-Heller-Straße 3, 24105, Kiel, Germany
| | - Thomas Gasser
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Daniela Berg
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, and Kiel University, Arnold-Heller-Straße 3, 24105, Kiel, Germany
| | - Kathrin Brockmann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
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B.T B, Chen JM. Performance Assessment of ChatGPT versus Bard in Detecting Alzheimer's Dementia. Diagnostics (Basel) 2024; 14:817. [PMID: 38667463 PMCID: PMC11048951 DOI: 10.3390/diagnostics14080817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 04/08/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024] Open
Abstract
Large language models (LLMs) find increasing applications in many fields. Here, three LLM chatbots (ChatGPT-3.5, ChatGPT-4, and Bard) are assessed in their current form, as publicly available, for their ability to recognize Alzheimer's dementia (AD) and Cognitively Normal (CN) individuals using textual input derived from spontaneous speech recordings. A zero-shot learning approach is used at two levels of independent queries, with the second query (chain-of-thought prompting) eliciting more detailed information than the first. Each LLM chatbot's performance is evaluated on the prediction generated in terms of accuracy, sensitivity, specificity, precision, and F1 score. LLM chatbots generated a three-class outcome ("AD", "CN", or "Unsure"). When positively identifying AD, Bard produced the highest true-positives (89% recall) and highest F1 score (71%), but tended to misidentify CN as AD, with high confidence (low "Unsure" rates); for positively identifying CN, GPT-4 resulted in the highest true-negatives at 56% and highest F1 score (62%), adopting a diplomatic stance (moderate "Unsure" rates). Overall, the three LLM chatbots can identify AD vs. CN, surpassing chance-levels, but do not currently satisfy the requirements for clinical application.
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Affiliation(s)
- Balamurali B.T
- Science, Mathematics & Technology (SMT), Singapore University of Technology & Design, 8 Somapah Rd, Singapore 487372, Singapore
| | - Jer-Ming Chen
- Science, Mathematics & Technology (SMT), Singapore University of Technology & Design, 8 Somapah Rd, Singapore 487372, Singapore
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Summers D, Spencer K, Okasaki C, Huber JE. An Examination of Cognitive Heterogeneity in Parkinson Disease: The Dual-Syndrome Hypothesis. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024; 67:1127-1135. [PMID: 38446552 DOI: 10.1044/2024_jslhr-23-00621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/08/2024]
Abstract
PURPOSE Cognitive impairment is one of the most debilitating nonmotor symptoms in Parkinson disease (PD), and its presentation is heterogeneous. One proposed model to explain cognitive variability in PD is the dual-syndrome hypothesis. This hypothesis delineates two cognitive profiles, a "fronto-striatal" profile and a "posterior cortical" profile according to symptom presentation, associated motor phenotype, and risk for dementia. The current study examined the dual-syndrome hypothesis in individuals with idiopathic PD to evaluate the existence of these profiles, determine the association with the motor phenotype (tremor dominant vs. postural instability/gait disorder), and assess the relative risk for dementia. METHOD A retrospective examination was conducted using data from the Parkinson's Progression Markers Initiative database at baseline (within 2 years of diagnosis) and 5 years after baseline. Descriptive categorizations, cluster analyses, generalized linear mixed models, and logistic regressions were used to address the research questions. RESULTS There was emerging evidence of cognitive profiles; however, these were not fully supported by cluster analyses. Baseline cognitive profile was associated with later motor phenotype, and as predicted, dementia risk was greatest in persons with baseline posterior cortical impairments. CONCLUSION The current results provide mixed support for the dual-syndrome hypothesis, with some evidence that the posterior cortical cognitive profile is associated with postural instability and gait disorder as well as greater dementia risk.
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Affiliation(s)
- Dale Summers
- Department of Speech and Hearing Sciences, University of Washington, Seattle
| | - Kristie Spencer
- Department of Speech and Hearing Sciences, University of Washington, Seattle
| | - Connie Okasaki
- Quantitative Ecology and Resource Management, University of Washington, Seattle
| | - Jessica E Huber
- Department of Communicative Disorders and Sciences, University at Buffalo, NY
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Baek K, Kim YM, Na HK, Lee J, Shin DH, Heo SJ, Chung SJ, Kim K, Lee PH, Sohn YH, Yoon J, Kim YJ. Comparing Montreal Cognitive Assessment Performance in Parkinson's Disease Patients: Age- and Education-Adjusted Cutoffs vs. Machine Learning. J Mov Disord 2024; 17:171-180. [PMID: 38346940 PMCID: PMC11082615 DOI: 10.14802/jmd.23271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 02/09/2024] [Accepted: 02/12/2024] [Indexed: 05/12/2024] Open
Abstract
OBJECTIVE The Montreal Cognitive Assessment (MoCA) is recommended for general cognitive evaluation in Parkinson's disease (PD) patients. However, age- and education-adjusted cutoffs specifically for PD have not been developed or systematically validated across PD cohorts with diverse education levels. METHODS In this retrospective analysis, we utilized data from 1,293 Korean patients with PD whose cognitive diagnoses were determined through comprehensive neuropsychological assessments. Age- and education-adjusted cutoffs were formulated based on 1,202 patients with PD. To identify the optimal machine learning model, clinical parameters and MoCA domain scores from 416 patients with PD were used. Comparative analyses between machine learning. METHODS and different cutoff criteria were conducted on an additional 91 consecutive patients with PD. RESULTS The cutoffs for cognitive impairment decrease with increasing age within the same education level. Similarly, lower education levels within the same age group correspond to lower cutoffs. For individuals aged 60-80 years, cutoffs were set as follows: 25 or 24 years for those with more than 12 years of education, 23 or 22 years for 10-12 years, and 21 or 20 years for 7-9 years. Comparisons between age- and education-adjusted cutoffs and the machine learning method showed comparable accuracies. The cutoff method resulted in a higher sensitivity (0.8627), whereas machine learning yielded higher specificity (0.8250). CONCLUSION Both the age- and education-adjusted cutoff. METHODS and machine learning. METHODS demonstrated high effectiveness in detecting cognitive impairment in PD patients. This study highlights the necessity of tailored cutoffs and suggests the potential of machine learning to improve cognitive assessment in PD patients.
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Affiliation(s)
- Kyeongmin Baek
- Department of Computer Engineering, Hallym University, Chuncheon, Korea
| | - Young Min Kim
- Department of Neurology, Yonsei University College of Medicine, Seoul, Korea
| | - Han Kyu Na
- Department of Neurology, Yonsei University College of Medicine, Seoul, Korea
- Department of Neurology, Severance Hospital, Yonsei University Health System, Seoul, Korea
| | - Junki Lee
- Department of Computer Engineering, Hallym University, Chuncheon, Korea
| | - Dong Ho Shin
- Massachusetts College of Pharmacy & Health Sciences, Boston, USA
| | - Seok-Jae Heo
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Korea
| | - Seok Jong Chung
- Department of Neurology, Yonsei University College of Medicine, Seoul, Korea
- Department of Neurology, Yongin Severance Hospital, Yonsei University Health System, Yongin, Korea
- YONSEI BEYOND LAB, Yongin, Korea
| | - Kiyong Kim
- Department of Electronic Engineering, Kyonggi University, Suwon, Korea
| | - Phil Hyu Lee
- Department of Neurology, Yonsei University College of Medicine, Seoul, Korea
- Department of Neurology, Severance Hospital, Yonsei University Health System, Seoul, Korea
| | - Young H. Sohn
- Department of Neurology, Yonsei University College of Medicine, Seoul, Korea
- Department of Neurology, Severance Hospital, Yonsei University Health System, Seoul, Korea
| | - Jeehee Yoon
- Department of Computer Engineering, Hallym University, Chuncheon, Korea
| | - Yun Joong Kim
- Department of Neurology, Yonsei University College of Medicine, Seoul, Korea
- Department of Neurology, Yongin Severance Hospital, Yonsei University Health System, Yongin, Korea
- YONSEI BEYOND LAB, Yongin, Korea
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20
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Wang R, Lian T, He M, Guo P, Yu S, Zuo L, Hu Y, Zhang W. Clinical features and neurobiochemical mechanisms of olfactory dysfunction in patients with Parkinson disease. J Neurol 2024; 271:1959-1972. [PMID: 38151574 DOI: 10.1007/s00415-023-12122-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 11/16/2023] [Accepted: 11/17/2023] [Indexed: 12/29/2023]
Abstract
This study aimed to investigate clinical features, influencing factors and neurobiochemical mechanisms of olfactory dysfunction (OD) in Parkinson disease (PD). Total 39 patients were divided into the PD with OD (PD-OD) and PD with no OD (PD-nOD) groups according to overall olfactory function, including threshold, discrimination and identification, assessed by Sniffin' Sticks test. Motor function and non-motor symptoms were rated by multiple scales. Dopamine, acetylcholine, norepinephrine and 5-hydroxytryptamine levels in cerebrospinal fluid (CSF) were measured. We found that the PD-OD group showed significantly lower score of Montreal Cognitive Assessment Scale, higher scores of rapid eye movement sleep behavior disorder (RBD) Screening Questionnaire and Epworth Sleepiness Scale than the PD-nOD group (p < 0.05). RBD Screening Questionnaire score was independently associated with the scores of overall olfactory function and discrimination (p < 0.05). Dopamine and acetylcholine levels in CSF from the PD-OD group was significantly lower than that from the PD-nOD group (p < 0.05). Dopamine and acetylcholine levels in CSF were significantly and positively correlated with the scores of overall olfactory function, threshold, discrimination and identification in PD patients (p < 0.05). RBD Screening Questionnaire score was significantly and negatively correlated with acetylcholine level in CSF in PD patients with poor olfactory detection (p < 0.05). This investigation reveals that PD-OD is associated with cognitive impairment, probable RBD and excessive daytime sleepiness. PD-OD is correlated with the decreased levels of dopamine and acetylcholine in CSF. RBD is an independent influencing factor of overall olfactory function and discrimination, and the decreased acetylcholine level in CSF may be the common neurobiochemical basis of RBD and OD in PD patients.
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Grants
- 2016YFC1306000 National Key Research and Development Program of China
- 2016YFC1306300 National Key Research and Development Program of China
- 81970992 National Natural Science Foundation of China
- 81571229 National Natural Science Foundation of China
- 81071015 National Natural Science Foundation of China
- 30770745 National Natural Science Foundation of China
- 82201639 National Natural Science Foundation of China
- 2022-2-2048 Capital's Funds for Health Improvement and Research (CFH)
- kz201610025030 Key Technology R&D Program of Beijing Municipal Education Commission
- 4161004 Key Project of Natural Science Foundation of Beijing, China
- 7082032 Natural Science Foundation of Beijing, China
- JJ2018-48 Project of Scientific and Technological Development of Traditional Chinese Medicine in Beijing
- Z121107001012161 Capital Clinical Characteristic Application Research
- 2009-3-26 High Level Technical Personnel Training Project of Beijing Health System, China
- BIBD-PXM2013_014226_07_000084 Project of Beijing Institute for Brain Disorders
- 20071D0300400076 Excellent Personnel Training Project of Beijing, China
- IDHT20140514 Project of Construction of Innovative Teams and Teacher Career Development for Universities and Colleges Under Beijing Municipality
- JING-15-2 Beijing Healthcare Research Project, China
- 2015-JL-PT-X04 Basic-Clinical Research Cooperation Funding of Capital Medical University, China
- 10JL49 Basic-Clinical Research Cooperation Funding of Capital Medical University, China
- 14JL15 Basic-Clinical Research Cooperation Funding of Capital Medical University, China
- PYZ2018077 Natural Science Foundation of Capital Medical University, Beijing, China
- 2019-028 Science and Technology Development Fund of Beijing Rehabilitation Hospital, Capital Medical University
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Affiliation(s)
- Ruidan Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Tenghong Lian
- Center for Cognitive Neurology, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Mingyue He
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Peng Guo
- Center for Cognitive Neurology, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Shuyang Yu
- Center for Cognitive Neurology, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Lijun Zuo
- Center for Cognitive Neurology, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Yang Hu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Wei Zhang
- Center for Cognitive Neurology, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
- Center of Parkinson's Disease, Beijing Institute for Brain Disorders, Beijing, 100053, China.
- Beijing Key Laboratory on Parkinson Disease, Beijing Institute for Brain Disorders, Beijing, 10053, China.
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21
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Beaulieu-Jones BK, Frau F, Bozzi S, Chandross KJ, Peterschmitt MJ, Cohen C, Coulovrat C, Kumar D, Kruger MJ, Lipnick SL, Fitzsimmons L, Kohane IS, Scherzer CR. Disease progression strikingly differs in research and real-world Parkinson's populations. NPJ Parkinsons Dis 2024; 10:58. [PMID: 38480700 PMCID: PMC10937726 DOI: 10.1038/s41531-024-00667-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 02/23/2024] [Indexed: 03/17/2024] Open
Abstract
Characterization of Parkinson's disease (PD) progression using real-world evidence could guide clinical trial design and identify subpopulations. Efforts to curate research populations, the increasing availability of real-world data, and advances in natural language processing, particularly large language models, allow for a more granular comparison of populations than previously possible. This study includes two research populations and two real-world data-derived (RWD) populations. The research populations are the Harvard Biomarkers Study (HBS, N = 935), a longitudinal biomarkers cohort study with in-person structured study visits; and Fox Insights (N = 36,660), an online self-survey-based research study of the Michael J. Fox Foundation. Real-world cohorts are the Optum Integrated Claims-electronic health records (N = 157,475), representing wide-scale linked medical and claims data and de-identified data from Mass General Brigham (MGB, N = 22,949), an academic hospital system. Structured, de-identified electronic health records data at MGB are supplemented using a manually validated natural language processing with a large language model to extract measurements of PD progression. Motor and cognitive progression scores change more rapidly in MGB than HBS (median survival until H&Y 3: 5.6 years vs. >10, p < 0.001; mini-mental state exam median decline 0.28 vs. 0.11, p < 0.001; and clinically recognized cognitive decline, p = 0.001). In real-world populations, patients are diagnosed more than eleven years later (RWD mean of 72.2 vs. research mean of 60.4, p < 0.001). After diagnosis, in real-world cohorts, treatment with PD medications has initiated an average of 2.3 years later (95% CI: [2.1-2.4]; p < 0.001). This study provides a detailed characterization of Parkinson's progression in diverse populations. It delineates systemic divergences in the patient populations enrolled in research settings vs. patients in the real-world. These divergences are likely due to a combination of selection bias and real population differences, but exact attribution of the causes is challenging. This study emphasizes a need to utilize multiple data sources and to diligently consider potential biases when planning, choosing data sources, and performing downstream tasks and analyses.
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Affiliation(s)
- Brett K Beaulieu-Jones
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA.
- APDA Center for Advanced Parkinson Research of Harvard Medical School and Brigham and Women's Hospital, Boston, MA, 02115, USA.
- Precision Neurology Program of Brigham & Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA.
- Department of Medicine, University of Chicago, Chicago, IL, 60615, USA.
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA.
| | | | - Sylvie Bozzi
- Sanofi Health Economics and Value Assessment, Sanofi, Paris, France
| | | | | | | | | | - Dinesh Kumar
- Sanofi Translational Sciences, Framingham, MA, 01701, USA
| | - Mark J Kruger
- Sanofi Genzyme, Clinical Development Neurology, Cambridge, MA, USA
| | - Scott L Lipnick
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
| | - Lane Fitzsimmons
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
| | - Isaac S Kohane
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
| | - Clemens R Scherzer
- APDA Center for Advanced Parkinson Research of Harvard Medical School and Brigham and Women's Hospital, Boston, MA, 02115, USA.
- Precision Neurology Program of Brigham & Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA.
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA.
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22
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Lau HY, Lin YH, Lin KC, Li YC, Yao G, Lin CY, Wu YH. Reliability of the Montreal Cognitive Assessment in people with stroke. Int J Rehabil Res 2024; 47:46-51. [PMID: 38323890 DOI: 10.1097/mrr.0000000000000612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
This study examined the relative and absolute reliability of the Taiwanese version of the MoCA (MoCA-T) in people with stroke. The study recruited 114 individuals who were at least 3 months after the onset of a first-ever unilateral stroke. The MoCA-T was administered twice, at a 6-week interval, to all participants. The relative reliability was assessed using the intraclass correlation coefficient (ICC), and the absolute reliability was assessed using standard error of measurement (SEM), the smallest real difference (SRD), the SRD percentage, and the Bland-Altman method. The ICC analysis showed the MoCA-T was highly reliable (ICC = 0.85). The absolute reliability was between an acceptable and excellent level, where the SEM and the SRD at the 95% confidence interval were 1.38 and 3.83, respectively. The Bland-Altman analyses showed no systematic bias between repeated measurements. The range of the 95% limits of agreement was narrow, indicating a high level of stability over time. These findings suggest that the MoCA-T has high agreement between repeated measurements without systematic bias. The threshold to detect real change stands between an acceptable and excellent level. The MoCA-T is a reliable tool for cognitive screening in stroke rehabilitation.
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Affiliation(s)
- Hiu-Ying Lau
- School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei
| | - Yi-Hung Lin
- Department of Education, National Kaohsiung Normal University, Kaohsiung
| | - Keh-Chung Lin
- School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei
- Division of Occupational Therapy, Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei
| | - Yi-Chun Li
- Department of Occupational Therapy, College of Medicine, I-Shou University, Kaohsiung
| | - Grace Yao
- Department of Psychology, National Taiwan University, Taipei, Taiwan
| | - Chih-Yu Lin
- School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei
| | - Yi-Hsuan Wu
- Division of Occupational Therapy, Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei
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23
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Severiano E Sousa C, Alarcão J, Pavão Martins I, Ferreira JJ. Cognitive testing in late-stage Parkinson's disease: A critical appraisal of available instruments. APPLIED NEUROPSYCHOLOGY. ADULT 2024; 31:191-202. [PMID: 36027603 DOI: 10.1080/23279095.2022.2114355] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
OBJECTIVE For patients with Parkinson's disease (PD), cognitive impairment is one of the most disabling non-motor symptoms, particularly in the late disease stages (LSPD). Without a common cognitive assessment battery, it is difficult to estimate its prevalence and limits comparisons across studies. In addition, some instruments traditionally used in PD may not be adequate for use in LSPD. We sought to identify instruments used to assess cognition in LSPD and to investigate their global characteristics and psychometric properties to recommend a cognitive battery for the LSPD population. METHOD We conducted a literature search of EMBASE and MEDLINE for articles reporting the use of cognitive tests in LSPD. The global characteristics and psychometric properties of the four most used cognitive tests in each cognitive domain were verified to recommend a cognitive assessment battery. RESULTS Of 60 included studies, 71.7% used screening scales to assess cognition. Of the 53 reported instruments, the Montreal Cognitive Assessment, the Digit Span, the Trail Making Test, the Semantic Fluency test, the Rey Auditory Verbal Learning Test, the Brief Visuospatial Memory Test-Revised, the Boston Naming Test, the Judgment of Line Orientation, and the Clock Drawing Test corresponded best overall to the requirements considered important for selecting instruments in LSPD. CONCLUSION Screening scales are frequently used to assess cognition in LSPD. We recommend a cognitive assessment battery that considers the special characteristics of the LSPD population, including being quick and easy to use, with minimized motor demands, and covering all relevant cognitive domains.
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Affiliation(s)
- Catarina Severiano E Sousa
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
- Faculdade de Medicina, Instituto de Medicina Molecular João Lobo Antunes, Universidade de Lisboa, Lisbon, Portugal
| | - Joana Alarcão
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
- Faculdade de Medicina, Centro de Estudos de Medicina Baseada na Evidência, Universidade de Lisboa, Lisbon, Portugal
| | - Isabel Pavão Martins
- Faculdade de Medicina, Centro de Estudos Egas Moniz, Universidade de Lisboa, Lisbon, Portugal
- Laboratório de Estudos da Linguagem, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | - Joaquim J Ferreira
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
- Faculdade de Medicina, Instituto de Medicina Molecular João Lobo Antunes, Universidade de Lisboa, Lisbon, Portugal
- CNS-Campus Neurológico, Torres Vedras, Portugal
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24
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Amin RM, Phillips JJ, Humbert AT, Cholerton BA, Short VD, Smith MJ, Zabetian CP, Mata IF, Kelly VE. Associations between baseline cognitive status and motor outcomes after treadmill training in people with Parkinson's disease: a pilot study. Disabil Rehabil 2024; 46:1082-1091. [PMID: 37010072 PMCID: PMC10545807 DOI: 10.1080/09638288.2023.2189318] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 01/27/2023] [Accepted: 03/05/2023] [Indexed: 04/04/2023]
Abstract
PURPOSE To determine the effect of baseline cognition on gait outcomes after a treadmill training program for people with Parkinson's disease (PD). METHODS This pilot clinical trial involved people with PD who were classified as having no cognitive impairment (PD-NCI) or mild cognitive impairment (PD-MCI). Baseline executive function and memory were assessed. The intervention was a 10-week gait training program (twice-weekly treadmill sessions), with structured speed and distance progression and verbal cues for gait quality. Response to intervention was assessed by gait speed measured after week 2 (short-term) and week 10 (long-term). RESULTS Participants (n = 19; 12 PD-NCI, 7 PD-MCI) had a mean (standard deviation) age of 66.5 (6.3) years, disease duration of 8.8 (6.3) years, and MDS-UPDRS III score of 21.3 (10.7). Gait speed increased at short-term and long-term assessments. The response did not differ between PD-NCI and PD-MCI groups; however, better baseline memory performance and milder PD motor severity were independently associated with greater improvements in gait speed in unadjusted and adjusted models. CONCLUSIONS These findings suggest that memory impairments and more severe motor involvement can influence the response to gait rehabilitation in PD and highlight the need for treatments optimized for people with greater cognitive and motor impairment.IMPLICATIONS FOR REHABILITATIONCognitive deficits in Parkinson's disease (PD) could impact motor learning and gait rehabilitation, yet little is known about the effects of cognitive impairments on the response to rehabilitation in people with PD.This study demonstrates that the response to gait rehabilitation did not differ between people with PD who had no cognitive impairment and those with mild cognitive impairment.Across all participants, better baseline memory was associated with greater improvements in gait speed.Rehabilitation professionals should be mindful of PD severity, as those with more substantial memory and motor impairments may require additional dosing or support to maximize gait training benefits.
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Affiliation(s)
- Raima M. Amin
- Veterans Affairs Puget Sound Health Care System, Seattle, WA, USA
- Department of Neurology, University of Washington, Seattle, WA, USA
| | | | - Andrew T. Humbert
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Brenna A. Cholerton
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Valerie D. Short
- Veterans Affairs Puget Sound Health Care System, Seattle, WA, USA
| | - Melissa J. Smith
- Veterans Affairs Puget Sound Health Care System, Seattle, WA, USA
| | - Cyrus P. Zabetian
- Veterans Affairs Puget Sound Health Care System, Seattle, WA, USA
- Department of Neurology, University of Washington, Seattle, WA, USA
| | - Ignacio F. Mata
- Veterans Affairs Puget Sound Health Care System, Seattle, WA, USA
- Department of Neurology, University of Washington, Seattle, WA, USA
- Lerner Research Institute, Genomic Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Valerie E. Kelly
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
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Wang Q, Wang H, Zhao X, Han C, Liu C, Li Z, Du T, Sui Y, Zhang X, Zhang J, Xiao Y, Cai G, Meng F. Transcriptome sequencing of circular RNA reveals the involvement of hsa-SCMH1_0001 in the pathogenesis of Parkinson's disease. CNS Neurosci Ther 2024; 30:e14435. [PMID: 37664885 PMCID: PMC10916443 DOI: 10.1111/cns.14435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 08/01/2023] [Accepted: 08/17/2023] [Indexed: 09/05/2023] Open
Abstract
BACKGROUND Parkinson's disease (PD) is the second most common neurodegenerative disease. Exosomes are endosome-derived extracellular vesicles that can take part in intercellular communication. Circular RNAs (circRNAs) are noncoding RNAs characterized by covalently closed-loop structures, which perform a crucial function in many diseases. AIM To clarify the expression and function of exosomal circRNSs of PD patients and look for circRNAs that might be related to the pathogenesis of PD. MATERIALS AND METHODS We examined circRNA and mRNA expression profiles in peripheral exosomes from PD patients (n = 23) and healthy controls (n = 15) using next-generation sequencing (NGS) technology, functional annotation, and quantitative polymerase chain reaction. Correlation analysis was performed between the expression levels of the circRNAs and the clinical characteristics of PD patients. The binding miRNAs and target genes were predicted using TargetScanHuman, miRDB, and miRTarBase. The predicted target genes were compared with the differentially expressed mRNAs in sequencing results. RESULTS According to the NGS, 62 upregulated and 37 downregulated circRNAs in the PD group were screened out. Correlation analysis revealed that hsa-SCMH1_0001 has strong clinical relevance. We identified 17 potential binding miRNAs of hsa-SCMH1_0001 with 149 potential target genes. ARID1A and C1orf115 belong to the intersection of the predicted target genes and the differentially expressed mRNAs obtained by sequencing. CONCLUSION This study suggested that hsa-SCMH1_0001 and its target genes ARID1A and C1orf115 are downregulated in PD patients and may be involved in the occurrence of PD.
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Affiliation(s)
- Qiao Wang
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
- National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijing HospitalBeijingChina
| | - Huizhi Wang
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
| | - Xuemin Zhao
- Department of Neurophysiology, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
| | - Chunlei Han
- Beijing Key Laboratory of NeurostimulationBeijingChina
- Department of Neurosurgery, Beijing Tiantan HospitalCapital Medical UniversityBeijingChina
| | - Chong Liu
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
| | - Zhibao Li
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
| | - Tingting Du
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
| | - Yunpeng Sui
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
| | - Xin Zhang
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
| | - Jianguo Zhang
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
- Department of Neurosurgery, Beijing Tiantan HospitalCapital Medical UniversityBeijingChina
| | - Yilei Xiao
- Department of NeurosurgeryLiaocheng People's HospitalLiaochengChina
| | - Guoen Cai
- Department of NeurologyFujian Medical University Union HospitalFuzhouChina
- Fujian Key Laboratory of Molecular Neurology, Institute of Clinical Neurology, Institute of NeuroscienceFujian Medical UniversityFuzhouChina
| | - Fangang Meng
- Department of Functional Neurosurgery, Beijing Neurosurgical InstituteCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of NeurostimulationBeijingChina
- Department of Neurosurgery, Beijing Tiantan HospitalCapital Medical UniversityBeijingChina
- Chinese Institute for Brain ResearchBeijingChina
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26
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Beaulieu-Jones BK, Frau F, Bozzi S, Chandross KJ, Peterschmitt MJ, Cohen C, Coulovrat C, Kumar D, Kruger MJ, Lipnick SL, Fitzsimmons L, Kohane IS, Scherzer CR. Disease progression strikingly differs in research and real-world Parkinson's populations. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.17.24302981. [PMID: 38405736 PMCID: PMC10889035 DOI: 10.1101/2024.02.17.24302981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Characterization of Parkinson's disease (PD) progression using real-world evidence could guide clinical trial design and identify subpopulations. Efforts to curate research populations, the increasing availability of real-world data and recent advances in natural language processing, particularly large language models, allow for a more granular comparison of populations and the methods of data collection describing these populations than previously possible. This study includes two research populations and two real-world data derived (RWD) populations. The research populations are the Harvard Biomarkers Study (HBS, N = 935), a longitudinal biomarkers cohort study with in-person structured study visits; and Fox Insights (N = 36,660), an online self-survey-based research study of the Michael J. Fox Foundation. Real-world cohorts are the Optum Integrated Claims-electronic health records (N = 157,475), representing wide-scale linked medical and claims data and de-identified data from Mass General Brigham (MGB, N = 22,949), an academic hospital system. Structured, de-identified electronic health records data at MGB are supplemented using natural language processing with a large language model to extract measurements of PD progression. This extraction process is manually validated for accuracy. Motor and cognitive progression scores change more rapidly in MGB than HBS (median survival until H&Y 3: 5.6 years vs. >10, p<0.001; mini-mental state exam median decline 0.28 vs. 0.11, p<0.001; and clinically recognized cognitive decline, p=0.001). In the real-world populations, patients are diagnosed more than eleven years later (RWD mean of 72.2 vs. research mean of 60.4, p<0.001). After diagnosis, in real-world cohorts, treatment with PD medications is initiated 2.3 years later on average (95% CI: [2.1-2.4]; p<0.001). This study provides a detailed characterization of Parkinson's progression in diverse populations. It delineates systemic divergences in the patient populations enrolled in research settings vs. patients in the real world. These divergences are likely due to a combination of selection bias and real population differences, but exact attribution of the causes is challenging using existing data. This study emphasizes a need to utilize multiple data sources and to diligently consider potential biases when planning, choosing data sources, and performing downstream tasks and analyses.
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Affiliation(s)
- Brett K Beaulieu-Jones
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
- APDA Center for Advanced Parkinson Research of Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
- Precision Neurology Program of Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Medicine, University of Chicago, Chicago, IL 60615 USA
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase MD, 20815
| | | | - Sylvie Bozzi
- Sanofi Health Economics and Value Assessment, Sanofi, Paris, France
| | | | | | | | | | - Dinesh Kumar
- Sanofi Translational Sciences, Framingham, 01701 USA
| | - Mark J Kruger
- Sanofi Genzyme, Clinical Development Neurology, Cambridge, MA, United States
| | - Scott L Lipnick
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Lane Fitzsimmons
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Isaac S Kohane
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Clemens R Scherzer
- APDA Center for Advanced Parkinson Research of Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
- Precision Neurology Program of Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase MD, 20815
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Saffari SE, Soo SA, Mohammadi R, Ng KP, Greene W, Kandiah N. Modelling the Distribution of Cognitive Outcomes for Early-Stage Neurocognitive Disorders: A Model Comparison Approach. Biomedicines 2024; 12:393. [PMID: 38397995 PMCID: PMC10886528 DOI: 10.3390/biomedicines12020393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
Background: Cognitive assessments for patients with neurocognitive disorders are mostly measured by the Montreal Cognitive Assessment (MoCA) and Visual Cognitive Assessment Test (VCAT) as screening tools. These cognitive scores are usually left-skewed and the results of the association analysis might not be robust. This study aims to study the distribution of the cognitive outcomes and to discuss potential solutions. Materials and Methods: In this retrospective cohort study of individuals with subjective cognitive decline or mild cognitive impairment, the inverse-transformed cognitive outcomes are modelled using different statistical distributions. The robustness of the proposed models are checked under different scenarios: with intercept-only, models with covariates, and with and without bootstrapping. Results: The main results were based on the VCAT score and validated via the MoCA score. The findings suggested that the inverse transformation method improved the modelling the cognitive scores compared to the conventional methods using the original cognitive scores. The association of the baseline characteristics (age, gender, and years of education) and the cognitive outcomes were reported as estimates and 95% confidence intervals. Bootstrap methods improved the estimate precision and the bootstrapped standard errors of the estimates were more robust. Cognitive outcomes were widely analysed using linear regression models with the default normal distribution as a conventional method. We compared the results of our suggested models with the normal distribution under various scenarios. Goodness-of-fit measurements were compared between the proposed models and conventional methods. Conclusions: The findings support the use of the inverse transformation method to model the cognitive outcomes instead of the original cognitive scores for early-stage neurocognitive disorders where the cognitive outcomes are left-skewed.
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Affiliation(s)
- Seyed Ehsan Saffari
- Centre for Quantitative Medicine, Duke-NUS Medical School, National University of Singapore, Singapore 169857, Singapore;
- Department of Neurology, National Neuroscience Institute, Singapore 308433, Singapore;
| | - See Ann Soo
- Dementia Research Centre (Singapore), Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore; (S.A.S.); (N.K.)
| | - Raziyeh Mohammadi
- Centre for Quantitative Medicine, Duke-NUS Medical School, National University of Singapore, Singapore 169857, Singapore;
| | - Kok Pin Ng
- Department of Neurology, National Neuroscience Institute, Singapore 308433, Singapore;
- Duke-NUS Medical School, National University of Singapore, Singapore 169857, Singapore
| | - William Greene
- Stern School of Business (Emeritus), New York University, New York, NY 10012, USA;
| | - Negaenderan Kandiah
- Dementia Research Centre (Singapore), Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore; (S.A.S.); (N.K.)
- Duke-NUS Medical School, National University of Singapore, Singapore 169857, Singapore
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28
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Rezakhani S, Amiri M, Hassani A, Esmaeilpour K, Sheibani V. Anodal HD-tDCS on the dominant anterior temporal lobe and dorsolateral prefrontal cortex: clinical results in patients with mild cognitive impairment. Alzheimers Res Ther 2024; 16:27. [PMID: 38310304 PMCID: PMC10837991 DOI: 10.1186/s13195-023-01370-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 12/10/2023] [Indexed: 02/05/2024]
Abstract
OBJECTIVES Mild cognitive impairment (MCI) is a neurocognitive disorder in which the cognitive and mental abilities of humans are declined. Transcranial direct-current stimulation (tDCS) is an emerging noninvasive brain stimulation technique aimed at neuromodulation. In this study, we investigate whether high-definition anodal tDCS stimulation (anodal HD-tDCS) in MCI patients in two different brain regions will be effective in improving cognitive function. METHODS This study was done as a randomized, double-blind clinical trial. Sixty MCI patients (clinically diagnosed by expert neurologists) were randomly divided into three groups. Two groups received 2-mA anodal HD-tDCS for 20 min for 2 weeks (5 consecutive days in each week, 10 days in total). In the first group (twenty patients), the left dorsolateral prefrontal cortex (left DLPFC) was targeted. In the second group (twenty patients), the target zone was the dominant anterior temporal lobe (DATL). The third group (twenty patients) formed the Sham group. The Montreal Cognitive Assessment (MoCA) and Quality of Life in Alzheimer's Disease (QoLAD) were considered as the outcome measures. RESULTS MCI patients obtained the highest MoCA mean scores in both left DLPFC and DATL groups versus the study baseline 2 weeks after the intervention. In addition, the MoCA mean scores of MCI patients were greater in both intervention groups compared to the Sham group up to 3 months post-stimulation (p-value ≤ 0.05). However, as we moved away from the first stimulation day, a decreasing trend in the MoCA mean scores was observed. Moreover, in the left DLPFC and DATL groups, higher QoLAD mean scores were observed 3-month post-stimulation, highlighting the effectiveness of anodal HD-tDCS in improving the quality of life in MCI patients. CONCLUSION In this research, it was shown that applying anodal HD-tDCS at left DLPFC and DATL brain regains for two successive weeks improves cognitive function in MCI patients (by obtaining higher values of MoCA scores) up to 3 months after the intervention compared to the Sham group. This illustrates the positive effects of HD-tDCS, as a non-pharmacological intervention, for improving cognitive function and quality of life in MCI patients. SIGNIFICANCE Two weeks after anodal HD-tDCS of the DLPFC and DATL brain regions, the MCI patients achieved the highest MoCA mean scores compared to the Sham group across all measurement intervals.
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Affiliation(s)
- Soheila Rezakhani
- Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
| | - Mahmood Amiri
- Medical Technology Research Center, Institute of Health Technology, Kermanshah University of Medical Sciences, Kermanshah, Iran.
| | - Atefe Hassani
- Medical Technology Research Center, Institute of Health Technology, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Khadijeh Esmaeilpour
- Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
| | - Vahid Sheibani
- Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
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Donahue EK, Foreman RP, Duran JJ, Jakowec MW, O'Neill J, Petkus AJ, Holschneider DP, Choupan J, Van Horn JD, Venkadesh S, Bayram E, Litvan I, Schiehser DM, Petzinger GM. Increased perivascular space volume in white matter and basal ganglia is associated with cognition in Parkinson's Disease. Brain Imaging Behav 2024; 18:57-65. [PMID: 37855955 PMCID: PMC10844402 DOI: 10.1007/s11682-023-00811-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/09/2023] [Indexed: 10/20/2023]
Abstract
Perivascular spaces (PVS), fluid-filled compartments surrounding brain vasculature, are an essential component of the glymphatic system responsible for transport of waste and nutrients. Glymphatic system impairment may underlie cognitive deficits in Parkinson's disease (PD). Studies have focused on the role of basal ganglia PVS with cognition in PD, but the role of white matter PVS is unknown. This study examined the relationship of white matter and basal ganglia PVS with domain-specific and global cognition in individuals with PD. Fifty individuals with PD underwent 3T T1w magnetic resonance imaging (MRI) to determine PVS volume fraction, defined as PVS volume normalized to total regional volume, within (i) centrum semiovale, (ii) prefrontal white matter (medial orbitofrontal, rostral middle frontal, superior frontal), and (iii) basal ganglia. A neuropsychological battery included assessment of global cognitive function (Montreal Cognitive Assessment, and global cognitive composite score), and cognitive-specific domains (executive function, memory, visuospatial function, attention, and language). Higher white matter rostral middle frontal PVS was associated with lower scores in both global cognitive and visuospatial function. In the basal ganglia higher PVS was associated with lower scores for memory with a trend towards lower global cognitive composite score. While previous reports have shown that greater amount of PVS in the basal ganglia is associated with decline in global cognition in PD, our findings suggest that increased white matter PVS volume may also underlie changes in cognition.
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Affiliation(s)
- Erin Kaye Donahue
- Department of Neurology, Keck School of Medicine, University of Southern California, 1333 San Pablo St, MCA-243, Los Angeles, CA, 90033, USA
| | - Ryan Patrick Foreman
- Department of Neurology, Keck School of Medicine, University of Southern California, 1333 San Pablo St, MCA-243, Los Angeles, CA, 90033, USA
| | - Jared Joshua Duran
- Department of Neurology, Keck School of Medicine, University of Southern California, 1333 San Pablo St, MCA-243, Los Angeles, CA, 90033, USA
| | - Michael Walter Jakowec
- Department of Neurology, Keck School of Medicine, University of Southern California, 1333 San Pablo St, MCA-243, Los Angeles, CA, 90033, USA
| | - Joseph O'Neill
- Division of Child Psychiatry, UCLA Semel Institute for Neuroscience, Los Angeles, CA, 90024, USA
| | - Andrew J Petkus
- Department of Neurology, Keck School of Medicine, University of Southern California, 1333 San Pablo St, MCA-243, Los Angeles, CA, 90033, USA
| | - Daniel P Holschneider
- Department of Neurology, Keck School of Medicine, University of Southern California, 1333 San Pablo St, MCA-243, Los Angeles, CA, 90033, USA
- Department of Psychiatry & the Behavioral Sciences, University of Southern California, Los Angeles, CA, 90033, USA
| | - Jeiran Choupan
- Laboratory of NeuroImaging, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - John Darrell Van Horn
- Department of Psychology, University of Virginia, Charlottesville, VA, 22904, USA
- School of Data Science, University of Virginia, Charlottesville, VA, 22904, USA
| | - Siva Venkadesh
- Department of Psychology, University of Virginia, Charlottesville, VA, 22904, USA
| | - Ece Bayram
- Parkinson and Other Movement Disorder Center, Department of Neurosciences, University of California San Diego, La Jolla, CA, 92093, USA
| | - Irene Litvan
- Parkinson and Other Movement Disorder Center, Department of Neurosciences, University of California San Diego, La Jolla, CA, 92093, USA
| | - Dawn M Schiehser
- Veterans Administration San Diego Healthcare System (VASDHS), San Diego, CA, 92161, USA
- Department of Psychiatry, University of California, San Diego, CA, 92093, USA
| | - Giselle Maria Petzinger
- Department of Neurology, Keck School of Medicine, University of Southern California, 1333 San Pablo St, MCA-243, Los Angeles, CA, 90033, USA.
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30
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Hanff AM, Pauly C, Pauly L, Rauschenberger A, Leist AK, Krüger R, Zeegers MP, McCrum C. Determinants of patient-reported functional mobility in people with Parkinson's disease: A systematic review. Gait Posture 2024; 108:97-109. [PMID: 38029483 DOI: 10.1016/j.gaitpost.2023.11.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 08/27/2023] [Accepted: 11/19/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND Information on determinants of patient-reported functional mobility is lacking but would inform the planning of healthcare, resources and strategies to promote functional mobility in people with Parkinson's disease (PD). RESEARCH QUESTION To identify the determinants of patient-reported functional mobility of people with PD. METHODS Eligible: Randomized Controlled Trials, cohort, case-control, or cross-sectional analyses in people PD without date or setting restrictions, published in English, German, or French. Excluded: instruments with under 50 % of items measuring mobility. On August 9th 2023 we last searched Medline, CINAHL and PsychInfo. We assessed risk of bias using the mixed-methods appraisal tool. Results were synthesized by tabulating the determinants by outcomes and study designs. RESULTS Eleven studies published 2012-2023 were included (most in Swedish outpatient settings). Samples ranged from 9 to 255 participants. Follow-up varied from 1.5 to 36 months with attrition of 15-42 %. Heterogenic study designs complicated results synthesis. However, determinants related to environment seem to associate the strongest with patient-reported functional mobility, although determinants related to body structures and functions were most investigated. We identified disease duration, the ability to drive, caregiving, sex, age, cognitive impairment, postural instability and social participation as determinants of patient-reported functional mobility. DISCUSSION Methodological quality of the studies was limited. No study reported an a priori power calculation. Three studies controlled for confounders. The included studies lack representativeness of the population of people living with PD. Standardized sets of outcomes could enable more systematic research synthesis. CONCLUSIONS Future research should focus on activities, participation and environmental factors and improve methodological quality.
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Affiliation(s)
- Anne-Marie Hanff
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg; Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg; Department of Epidemiology, CAPHRI School for Public Health and Primary Care, Maastricht University Medical Centre+, Maastricht, the Netherlands; Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, the Netherlands.
| | - Claire Pauly
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg; Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg.
| | - Laure Pauly
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg; Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg; Translational Neuroscience, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg; Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg.
| | - Armin Rauschenberger
- Biomedical Data Science, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg.
| | - Anja K Leist
- Department of Social Sciences, Faculty of Humanities, Education and Social Sciences, University of Luxembourg, Esch-sur-Alzette, Luxembourg.
| | - Rejko Krüger
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg; Translational Neuroscience, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg; Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg.
| | - Maurice P Zeegers
- Department of Epidemiology, CAPHRI School for Public Health and Primary Care, Maastricht University Medical Centre+, Maastricht, the Netherlands; Department of Epidemiology, NUTRIM School of Nutrition and Translational Research in Metabolism, Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands.
| | - Christopher McCrum
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, the Netherlands; Department of Rehabilitation Sciences, Neurorehabilitation Research Group, KU Leuven, Leuven, Belgium.
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Zhang P, Huang P, Li Y, Du J, Luo N, He Y, Liu J, He G, Cui S, Zhang W, Li G, Shen X, Jun L, Chen S. Relationships Between Rapid Eye Movement Sleep Behavior Disorder and Parkinson's Disease: Indication from Gut Microbiota Alterations. Aging Dis 2024; 15:357-368. [PMID: 37307829 PMCID: PMC10796088 DOI: 10.14336/ad.2023.0518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 05/18/2023] [Indexed: 06/14/2023] Open
Abstract
Rapid eye movement sleep behavior disorder (RBD) has a close relationship with Parkinson's disease (PD) and was even regarded as the most reliable hallmark of prodromal PD. RBD might have similar changes in gut dysbiosis to PD, but the relationship between RBD and PD in gut microbial alterations is rarely studied. In this study, we aim to investigate whether there were consistent changes between RBD and PD in gut microbiota, and found some specific biomarkers in RBD that might indicate phenoconversion to PD. Alpha-diversity showed no remarkable difference and beta-diversity showed significant differences based on the unweighted (R = 0.035, P = 0.037) and weighted (R = 0.0045, P = 0.008) UniFrac analysis among idiopathic RBD (iRBD), PD with RBD, PD without RBD and normal controls (NC). Enterotype distribution indicated iRBD, PD with RBD and PD without RBD were Ruminococcus-dominant while NC were Bacteroides-dominant. 7 genera (4 increased: Aerococcus, Eubacterium, Gordonibacter and Stenotrophomonas, 3 decreased: Butyricicoccus, Faecalibacterium and Haemophilus) were consistently changed in iRBD and PD with RBD. Among them, 4 genera (Aerococcus, Eubacterium, Butyricicoccus, Faecalibacterium) remained distinctive in the comparison between PD with RBD and PD without RBD. Through clinical correlation analysis, Butyricicoccus and Faecalibacterium were found negatively correlated with the severity of RBD (RBD-HK). Functional analysis showed iRBD had similarly increased staurosporine biosynthesis to PD with RBD. Our study indicates that RBD had similar gut microbial changes to PD. Decreased Butyricicoccus and Faecalibacterium might be potential hallmarks of phenoconversion of RBD to PD.
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Affiliation(s)
- Pingchen Zhang
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Pei Huang
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Yuanyuan Li
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Juanjuan Du
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Ningdi Luo
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Yixi He
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Jin Liu
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Guiying He
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Shishuang Cui
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Weishan Zhang
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Gen Li
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Xin Shen
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Liu Jun
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Shengdi Chen
- Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
- Lab for Translational Research of Neurodegenerative Diseases, Shanghai Institute for Advanced Immunochemical Studies (SIAIS), Shanghai Tech University, Shanghai 201210, China
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Firouzi M, Baetens K, Swinnen E, Baeken C, Van Overwalle F, Deroost N. Does transcranial direct current stimulation of the primary motor cortex improve implicit motor sequence learning in Parkinson's disease? J Neurosci Res 2024; 102:e25311. [PMID: 38400585 DOI: 10.1002/jnr.25311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 02/06/2024] [Accepted: 02/09/2024] [Indexed: 02/25/2024]
Abstract
Implicit motor sequence learning (IMSL) is a cognitive function that is known to be associated with impaired motor function in Parkinson's disease (PD). We previously reported positive effects of transcranial direct current stimulation (tDCS) over the primary motor cortex (M1) on IMSL in 11 individuals with PD with mild cognitive impairments (MCI), with the largest effects occurring during reacquisition. In the present study, we included 35 individuals with PD, with (n = 15) and without MCI (n = 20), and 35 age- and sex-matched controls without PD, with (n = 13) and without MCI (n = 22). We used mixed-effects models to analyze anodal M1 tDCS effects on acquisition (during tDCS), short-term (five minutes post-tDCS) and long-term reacquisition (one-week post-tDCS) of general and sequence-specific learning skills, as measured by the serial reaction time task. At long-term reacquisition, anodal tDCS resulted in smaller general learning effects compared to sham, only in the PD group, p = .018, possibly due to floor effects. Anodal tDCS facilitated the acquisition of sequence-specific learning (M = 54.26 ms) compared to sham (M = 38.98 ms), p = .003, regardless of group (PD/controls). Further analyses revealed that this positive effect was the largest in the PD-MCI group (anodal: M = 69.07 ms; sham: M = 24.33 ms), p < .001. Although the observed effect did not exceed the stimulation period, this single-session tDCS study confirms the potential of tDCS to enhance IMSL, with the largest effects observed in patients with lower cognitive status. These findings add to the body of evidence that anodal tDCS can beneficially modulate the abnormal basal ganglia network activity that occurs in PD.
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Affiliation(s)
- Mahyar Firouzi
- Brain, Body and Cognition Research Group, Faculty of Psychology and Educational Sciences, Vrije Universiteit Brussel, Elsene, Belgium
- Rehabilitation Research Group, Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, Jette, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Elsene, Belgium
| | - Kris Baetens
- Brain, Body and Cognition Research Group, Faculty of Psychology and Educational Sciences, Vrije Universiteit Brussel, Elsene, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Elsene, Belgium
| | - Eva Swinnen
- Rehabilitation Research Group, Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, Jette, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Elsene, Belgium
| | - Chris Baeken
- Brain, Body and Cognition Research Group, Faculty of Psychology and Educational Sciences, Vrije Universiteit Brussel, Elsene, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Elsene, Belgium
- Department of Psychiatry and Medical Psychology, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium
- Department of Psychiatry, Vrije Universiteit Brussel (VUB), Faculty of Medicine and Pharmacy, University Hospital Brussel (UZ Brussel), Brussels, Belgium
| | - Frank Van Overwalle
- Brain, Body and Cognition Research Group, Faculty of Psychology and Educational Sciences, Vrije Universiteit Brussel, Elsene, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Elsene, Belgium
| | - Natacha Deroost
- Brain, Body and Cognition Research Group, Faculty of Psychology and Educational Sciences, Vrije Universiteit Brussel, Elsene, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Elsene, Belgium
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Jun MH, Ku B, Kim K, Lee KH, Kim JU. A screening method for mild cognitive impairment in elderly individuals combining bioimpedance and MMSE. Front Aging Neurosci 2024; 16:1307204. [PMID: 38327500 PMCID: PMC10847325 DOI: 10.3389/fnagi.2024.1307204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/08/2024] [Indexed: 02/09/2024] Open
Abstract
We investigated a screening method for mild cognitive impairment (MCI) that combined bioimpedance features and the Korean Mini-Mental State Examination (K-MMSE) score. Data were collected from 539 subjects aged 60 years or older at the Gwangju Alzheimer's & Related Dementias (GARD) Cohort Research Center, A total of 470 participants were used for the analysis, including 318 normal controls and 152 MCI participants. We measured bioimpedance, K-MMSE, and the Seoul Neuropsychological Screening Battery (SNSB-II). We developed a multiple linear regression model to predict MCI by combining bioimpedance variables and K-MMSE total score and compared the model's accuracy with SNSB-II domain scores by the area under the receiver operating characteristic curve (AUROC). We additionally compared the model performance with several machine learning models such as extreme gradient boosting, random forest, support vector machine, and elastic net. To test the model performances, the dataset was divided into a training set (70%) and a test set (30%). The AUROC values of SNSB-II scores were 0.803 in both sexes, 0.840 for males, and 0.770 for females. In the combined model, the AUROC values were 0.790 (0.773) for males (and females), which were significantly higher than those from the model including MMSE scores alone (0.723 for males and 0.622 for females) or bioimpedance variables alone (0.640 for males and 0.615 for females). Furthermore, the accuracies of the combined model were comparable to those of machine learning models. The bioimpedance-MMSE combined model effectively distinguished the MCI participants and suggests a technique for rapid and improved screening of the elderly population at risk of cognitive impairment.
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Affiliation(s)
- Min-Ho Jun
- Digital Health Research Division, Korea Institute of Oriental Medicine (KIOM), Daejeon, Republic of Korea
| | - Boncho Ku
- Digital Health Research Division, Korea Institute of Oriental Medicine (KIOM), Daejeon, Republic of Korea
- School of Korean Convergence Medical Science, University of Science and Technology, Daejeon, Republic of Korea
| | - Kahye Kim
- Digital Health Research Division, Korea Institute of Oriental Medicine (KIOM), Daejeon, Republic of Korea
| | - Kun Ho Lee
- Gwangju Alzheimer’s Disease and Related Dementias (GARD) Cohort Research Center, Chosun University, Gwangju, Republic of Korea
- Department of Biomedical Science, Chosun University, Gwangju, Republic of Korea
- Dementia Research Group, Korea Brain Research Institute, Daegu, Republic of Korea
| | - Jaeuk U. Kim
- Digital Health Research Division, Korea Institute of Oriental Medicine (KIOM), Daejeon, Republic of Korea
- School of Korean Convergence Medical Science, University of Science and Technology, Daejeon, Republic of Korea
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Brockmann K, Lerche S, Baiardi S, Rossi M, Wurster I, Quadalti C, Roeben B, Mammana A, Zimmermann M, Hauser AK, Deuschle C, Schulte C, Liepelt-Scarfone I, Gasser T, Parchi P. CSF α-synuclein seed amplification kinetic profiles are associated with cognitive decline in Parkinson's disease. NPJ Parkinsons Dis 2024; 10:24. [PMID: 38242875 PMCID: PMC10799016 DOI: 10.1038/s41531-023-00627-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 12/20/2023] [Indexed: 01/21/2024] Open
Abstract
Seed amplification assays have been implemented in Parkinson's disease to reveal disease-specific misfolded alpha-synuclein aggregates in biospecimens. While the assays' qualitative dichotomous seeding response is valuable to stratify and enrich cohorts for alpha-synuclein pathology in general, more quantitative parameters that are associated with clinical dynamics of disease progression and that might potentially serve as exploratory outcome measures in clinical trials targeting alpha-synuclein would add important information. To evaluate whether the seeding kinetic parameters time required to reach the seeding threshold (LAG phase), the peak of fluorescence response (Imax), and the area under the curve (AUC) are associated with clinical trajectories, we analyzed LAG, Imax, and AUC in relation to the development of cognitive decline in a longitudinal cohort of 199 people with Parkinson's disease with positive CSF alpha-synuclein seeding status. Patients were stratified into tertiles based on their individual CSF alpha-synuclein seeding kinetic properties. The effect of the kinetic parameters on longitudinal development of cognitive impairment defined by MoCA ≤25 was analyzed by Cox-Regression. Patients with a higher number of positive seeding replicates and tertile groups of shorter LAG, higher Imax, and higher AUC showed a higher prevalence of and a shorter duration until cognitive impairment longitudinally (3, 6, and 3 years earlier with p ≤ 0.001, respectively). Results remained similar in separate subgroup analyses of patients with and without GBA mutation. We conclude that a more prominent alpha-synuclein seeding kinetic profile translates into a more rapid development of cognitive decline.
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Affiliation(s)
- Kathrin Brockmann
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany.
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany.
- Department of Pharmacy and Biotechnology, University of Bologna, 40126, Bologna, Italy.
| | - Stefanie Lerche
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Simone Baiardi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Via Altura 1/8, 40139, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences (DiBiNeM), University of Bologna, Bologna, Italy
| | - Marcello Rossi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Via Altura 1/8, 40139, Bologna, Italy
| | - Isabel Wurster
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
- Edmond J. Safra Fellow in Movement Disorders, Tuebingen, Germany
| | - Corinne Quadalti
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Via Altura 1/8, 40139, Bologna, Italy
- Department of Pharmacy and Biotechnology, University of Bologna, 40126, Bologna, Italy
| | - Benjamin Roeben
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Angela Mammana
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Via Altura 1/8, 40139, Bologna, Italy
| | - Milan Zimmermann
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Ann-Kathrin Hauser
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Christian Deuschle
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Claudia Schulte
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Inga Liepelt-Scarfone
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Thomas Gasser
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tuebingen, Hoppe Seyler‑Strasse 3, 72076, Tuebingen, Germany
- German Center for Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Piero Parchi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Via Altura 1/8, 40139, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences (DiBiNeM), University of Bologna, Bologna, Italy
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Bhatia P, Bickle M, Agrawal AA, Truss B, Nikolaidi A, Brockmann K, Reinhardt L, Vogel S, Szegoe EM, Pal A, Hermann A, Mikicic I, Yun M, Falkenburger B, Sterneckert J. Axonal Lysosomal Assays for Characterizing the Effects of LRRK2 G2019S. BIOLOGY 2024; 13:58. [PMID: 38275734 PMCID: PMC10813644 DOI: 10.3390/biology13010058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 01/17/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024]
Abstract
The degeneration of axon terminals before the soma, referred to as "dying back", is a feature of Parkinson's disease (PD). Axonal assays are needed to model early PD pathogenesis as well as identify protective therapeutics. We hypothesized that defects in axon lysosomal trafficking as well as injury repair might be important contributing factors to "dying back" pathology in PD. Since primary human PD neurons are inaccessible, we developed assays to quantify axonal trafficking and injury repair using induced pluripotent stem cell (iPSC)-derived neurons with LRRK2 G2019S, which is one of the most common known PD mutations, and isogenic controls. We observed a subtle axonal trafficking phenotype that was partially rescued by a LRRK2 inhibitor. Mutant LRRK2 neurons showed increased phosphorylated Rab10-positive lysosomes, and lysosomal membrane damage increased LRRK2-dependent Rab10 phosphorylation. Neurons with mutant LRRK2 showed a transient increase in lysosomes at axotomy injury sites. This was a pilot study that used two patient-derived lines to develop its methodology; we observed subtle phenotypes that might correlate with heterogeneity in LRRK2-PD patients. Further analysis using additional iPSC lines is needed. Therefore, our axonal lysosomal assays can potentially be used to characterize early PD pathogenesis and test possible therapeutics.
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Affiliation(s)
- Priyanka Bhatia
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
| | - Marc Bickle
- Roche Institute of Human Biology, 4070 Basel, Switzerland
| | - Amay A. Agrawal
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
| | - Buster Truss
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
| | - Aikaterina Nikolaidi
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
| | - Kathrin Brockmann
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Department of Neurodegenerative Diseases, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, 72076 Tübingen, Germany
| | - Lydia Reinhardt
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
| | - Stefanie Vogel
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
| | - Eva M. Szegoe
- Department of Neurology, Technische Universität Dresden, 01307 Dresden, Germany
| | - Arun Pal
- Department of Neurology, Technische Universität Dresden, 01307 Dresden, Germany
| | - Andreas Hermann
- Department of Neurology, Technische Universität Dresden, 01307 Dresden, Germany
- Translational Neurodegeneration Section “Albrecht Kossel”, Department of Neurology, University Medical Center Rostock, University of Rostock, 18147 Rostock, Germany
- Center for Transdisciplinary Neurosciences Rostock (CTNR), University Medical Center Rostock, University of Rostock, 18147 Rostock, Germany
- Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) Rostock/Greifswald, 18147 Rostock, Germany
| | - Ivan Mikicic
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
| | - Maximina Yun
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
- Max Planck Institute of Molecular Cellular Biology and Genetics, 01307 Dresden, Germany
- Physics of Life Excellence Cluster, 01307 Dresden, Germany
| | - Björn Falkenburger
- Department of Neurology, Technische Universität Dresden, 01307 Dresden, Germany
| | - Jared Sterneckert
- Center for Regenerative Therapies TU Dresden (CRTD), Technische Universität Dresden, 01307 Dresden, Germany; (P.B.)
- Medical Faculty Carl Gustav Carus of TU Dresden, 01307 Dresden, Germany
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Yao ZF, Yang MH, Yang CT, Chang YH, Hsieh S. The role of attitudes towards contradiction in psychological resilience: the cortical mechanism of conflicting resolution networks. Sci Rep 2024; 14:1669. [PMID: 38238421 PMCID: PMC10796669 DOI: 10.1038/s41598-024-51722-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 01/09/2024] [Indexed: 01/22/2024] Open
Abstract
Managing contradictions and building resilience help us overcome life's challenges. Here, we explored the link between attitudes towards contradictions and psychological resilience, examining the role of cortical conflict resolution networks. We enlisted 173 healthy young adults and used questionnaires to evaluate their cognitive thinking styles and resilience. They underwent structural and functional magnetic resonance imaging scans. Our results revealed that contrasting attitudes toward contradictions, formal logic, and naïve dialecticism thinking styles corresponded with varying degrees of resilience. We noted structural and functional differences in brain networks related to conflict resolution, including the inferior frontal and parietal cortices. The volumetric variations within cortical networks indicated right-hemispheric lateralization in different thinking styles. These findings highlight the potential links between conflict resolution and resilience in the frontoparietal network. We underscore the importance of frontoparietal brain networks for executive control in resolving conflicting information and regulating the impact of contradictions on psychological resilience.
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Affiliation(s)
- Zai-Fu Yao
- College of Education, National Tsing Hua University, Hsinchu City, 30013, Taiwan
- Research Center for Education and Mind Sciences, National Tsing Hua University, Hsinchu City, 30013, Taiwan
- Basic Psychology Group, Department of Educational Psychology and Counseling, National Tsing Hua University, Hsinchu City, 30013, Taiwan
- Department of Kinesiology, National Tsing Hua University, Hsinchu City, 30013, Taiwan
| | - Meng-Heng Yang
- Cognitive Electrophysiology Laboratory: Control, Aging, Sleep, and Emotion (CASE), Department of Psychology, National Cheng Kung University, Tainan City, 70101, Taiwan
| | - Cheng-Ta Yang
- Graduate Institute of Mind, Brain, and Consciousness, Taipei Medical University, Taipei, Taiwan
- Department of Psychology, National Cheng Kung University, 1 University Road, Tainan City, 70101, Taiwan
| | - Yun-Hsuan Chang
- Department of Psychology, National Cheng Kung University, 1 University Road, Tainan City, 70101, Taiwan
- Institute of Gerontology, National Cheng Kung University, Tainan City, 70101, Taiwan
- Institute of Genomics and Bioinformatics, National Chung Hsing University, Taichung, 402, Taiwan
| | - Shulan Hsieh
- Cognitive Electrophysiology Laboratory: Control, Aging, Sleep, and Emotion (CASE), Department of Psychology, National Cheng Kung University, Tainan City, 70101, Taiwan.
- Department of Psychology, National Cheng Kung University, 1 University Road, Tainan City, 70101, Taiwan.
- Institute of Allied Health Sciences, National Cheng Kung University, Tainan City, 70101, Taiwan.
- Department of Public Health, National Cheng Kung University, Tainan City, 70101, Taiwan.
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37
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Podlewska AM, Batzu L, Soukup T, Sevdalis N, Bakolis I, Derbyshire-Fox F, Hartley A, Healey A, Woods A, Crane N, Pariante C, Ray Chaudhuri K. The PD-Ballet study: study protocol for a randomised controlled single-blind hybrid type 2 clinical trial evaluating the effects of ballet dancing on motor and non-motor symptoms in Parkinson's disease. BMC Complement Med Ther 2024; 24:41. [PMID: 38233784 PMCID: PMC10792796 DOI: 10.1186/s12906-023-04296-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 12/06/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND To date, beneficial effects of multimodal exercise programmes on Parkinson's disease (PD) have focused on motor symptoms and little attention has been paid to the potential effects of such programmes on the non-motor symptoms of PD, which are now universally known as one of the key drivers of quality of life and a key unmet need. We aim to explore clinical effectiveness of a ballet-based dance programme in addressing non-motor and motor symptoms of Parkinson's disease across all stages of progression. METHODS A randomised, single-blind, controlled trial of 160 people with Parkinson's across all motor stages (Participants will be stratified into three groups of motor advancement: Hoehn and Yahr (HY) stages I and II being Mild Group, HY Stage III being Moderate Group and HY Stages IV and V being Severe Group) will be randomly allocated to either an intervention or a control group using an independent randomisation body. The primary outcome is an improvement in non-motor symptoms as measured by the Movement Disorders Society Non-Motor Scale (MDS-NMS). The intervention protocol consists of 12 one-weekly dance sessions led by English National Ballet. Each session is followed by a 'tea and biscuit' social time. Control group follows standard clinical pathway and joins the 'tea and biscuit' to control for any positive effects of social interactions. All participants are assessed at baseline, immediately after completion of the intervention and 3-6 months later to explore any potential longitudinal effects. DISCUSSION To our knowledge, no adequately powered study has explored the effects of a dance-based intervention on non-motor symptoms of Parkinson's disease, assessing these on both holistic and granular levels. We also aim to stratify participants in accordance with their motor state as assessed by. HY staging to explore specific effects on the symptoms at the initial, moderate and complex stages of the disease. If successful, this trial provides first evidence on clinical effectiveness of a ballet-based dance intervention for symptoms of Parkinson's disease, assessed in a robust, rigorous manner. TRIAL REGISTRATION NCT04719468.
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Affiliation(s)
- Aleksandra M Podlewska
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK.
- Parkinson's Foundation Centre of Excellence at King's College Hospital, London, UK.
| | - Lucia Batzu
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- Parkinson's Foundation Centre of Excellence at King's College Hospital, London, UK
| | - Tayana Soukup
- Imperial College London, Faculty of Medicine, London, UK
| | - Nick Sevdalis
- National University of Singapore, Yong Loo Lin School of Medicine, Singapore, Singapore
| | - Ioannis Bakolis
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | | | | | - Andy Healey
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Anthony Woods
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Nikki Crane
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Carmine Pariante
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - K Ray Chaudhuri
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- Parkinson's Foundation Centre of Excellence at King's College Hospital, London, UK
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Madetko-Alster N, Otto-Ślusarczyk D, Struga M, Kutyłowski M, Drzewińska A, Duszyńska-Wąs K, Migda B, Alster P. Glucose Metabolism and Cognitive Decline in Progressive Supranuclear Palsy and Corticobasal Syndrome: A Preliminary Study. J Clin Med 2024; 13:465. [PMID: 38256599 PMCID: PMC10816752 DOI: 10.3390/jcm13020465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 12/31/2023] [Accepted: 01/09/2024] [Indexed: 01/24/2024] Open
Abstract
Multiple studies have analyzed the possible correlations between diabetes and Alzheimer's disease. Less is known about the context of cognitive deterioration among patients with atypical Parkinsonian syndromes and glucose metabolism impairment. The aim of this study was to evaluate the association between the impaired glucose metabolism and cognitive decline among patients with progressive supranuclear palsy (PSP) and corticobasal syndrome (CBS). The study included 22 patients with PSP and CBS with disease durations varying from 3 to 6 years. The levels of glycated hemoglobin (HbA1C), fasting blood glucose, fasting C-peptide and the presence of microalbuminuria were evaluated, and oral glucose tolerance tests (OGTT) were performed. Based on the OGTT results, the glycemic variability, mean glycemia, glycemia standard deviation (SD) and coefficient of variation (%CV) were calculated. All patients underwent a three-Tesla brain magnetic resonance (MRI) examination and neuropsychological cognitive assessment with the use of standardized scales: Montreal Cognitive Assessment (MoCA), Mini-Mental State Examination (MMSE) and Frontal Assessment Battery (FAB). A statistical analysis revealed that poor control of glycemia with high glycemic variability and increased atrophy of the medial temporal lobe among patients with PSP and CBS correlated with worse cognitive performance independent of age or sex, even among patients who did not fulfill the criteria for diabetes. The study results indicate the importance of glucose metabolism control and optimal treatment in the context of cognition maintenance among patients with PSP and CBS. Due to the relatively small number of analyzed patients, the issue requires further assessment. To the best of our knowledge, this is the first study discussing the role of glycemic variability in atypical Parkinsonian syndromes.
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Affiliation(s)
- Natalia Madetko-Alster
- Department of Neurology, Medical University of Warsaw, Kondratowicza 8, 03-242 Warsaw, Poland;
| | - Dagmara Otto-Ślusarczyk
- Department of Biochemistry, Medical University of Warsaw, Banacha 1, 02-097 Warsaw, Poland; (D.O.-Ś.); (M.S.)
| | - Marta Struga
- Department of Biochemistry, Medical University of Warsaw, Banacha 1, 02-097 Warsaw, Poland; (D.O.-Ś.); (M.S.)
| | - Michał Kutyłowski
- Department of Radiology, Mazovian Brodno Hospital, Kondratowicza 8, 03-242 Warsaw, Poland;
| | - Agnieszka Drzewińska
- Department of Neurology, Mazovian Brodno Hospital, Kondratowicza 8, 03-242 Warsaw, Poland; (A.D.); (K.D.-W.)
| | - Karolina Duszyńska-Wąs
- Department of Neurology, Mazovian Brodno Hospital, Kondratowicza 8, 03-242 Warsaw, Poland; (A.D.); (K.D.-W.)
| | - Bartosz Migda
- Diagnostic Ultrasound Lab, Department of Pediatric Radiology, Medical University of Warsaw, 02-091 Warsaw, Poland;
| | - Piotr Alster
- Department of Neurology, Medical University of Warsaw, Kondratowicza 8, 03-242 Warsaw, Poland;
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Binoy S, Montaser-Kouhsari L, Ponger P, Saban W. Remote assessment of cognition in Parkinson's disease and Cerebellar Ataxia: the MoCA test in English and Hebrew. Front Hum Neurosci 2024; 17:1325215. [PMID: 38259338 PMCID: PMC10800372 DOI: 10.3389/fnhum.2023.1325215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 12/06/2023] [Indexed: 01/24/2024] Open
Abstract
There is a critical need for accessible neuropsychological testing for basic research and translational studies worldwide. Traditional in-person neuropsychological studies are inherently difficult to conduct because testing requires the recruitment and participation of individuals with neurological conditions. Consequently, studies are often based on small sample sizes, are highly time-consuming, and lack diversity. To address these challenges, in the last decade, the utilization of remote testing platforms has demonstrated promising results regarding the feasibility and efficiency of collecting patient data online. Herein, we tested the validity and generalizability of remote administration of the Montreal Cognitive Assessment (MoCA) test. We administered the MoCA to English and Hebrew speakers from three different populations: Parkinson's disease, Cerebellar Ataxia, and healthy controls via video conferencing. First, we found that the online MoCA scores do not differ from traditional in-person studies, demonstrating convergent validity. Second, the MoCA scores of both our online patient groups were lower than controls, demonstrating construct validity. Third, we did not find differences between the two language versions of the remote MoCA, supporting its generalizability to different languages and the efficiency of collecting binational data (USA and Israel). Given these results, future studies can utilize the remote MoCA, and potentially other remote neuropsychological tests to collect data more efficiently across multiple different patient populations, language versions, and nations.
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Affiliation(s)
- Sharon Binoy
- Center for Accessible Neuropsychology and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv-Yafo, Israel
- Department of Occupational Therapy, Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
- Loyola Stritch School of Medicine, Chicago, IL, United States
| | - Leila Montaser-Kouhsari
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, United States
| | - Penina Ponger
- Movement Disorders Division, Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel
| | - William Saban
- Center for Accessible Neuropsychology and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv-Yafo, Israel
- Department of Occupational Therapy, Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
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40
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Faouzi J, Tan M, Casse F, Lesage S, Tesson C, Brice A, Mangone G, Mariani LL, Iwaki H, Colliot O, Pihlstrøm L, Corvol JC. Proxy-analysis of the genetics of cognitive decline in Parkinson's disease through polygenic scores. NPJ Parkinsons Dis 2024; 10:8. [PMID: 38177146 PMCID: PMC10767119 DOI: 10.1038/s41531-023-00619-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 12/08/2023] [Indexed: 01/06/2024] Open
Abstract
Cognitive decline is common in Parkinson's disease (PD) and its genetic risk factors are not well known to date, besides variants in the GBA and APOE genes. However, variation in complex traits is caused by numerous variants and is usually studied with genome-wide association studies (GWAS), requiring a large sample size, which is difficult to achieve for outcome measures in PD. Taking an alternative approach, we computed 100 polygenic scores (PGS) related to cognitive, dementia, stroke, and brain anatomical phenotypes and investigated their association with cognitive decline in six longitudinal cohorts. The analysis was adjusted for age, sex, genetic ancestry, follow-up duration, GBA and APOE status. Then, we meta-analyzed five of these cohorts, comprising a total of 1702 PD participants with 6156 visits, using the Montreal Cognitive Assessment as a cognitive outcome measure. After correction for multiple comparisons, we found four PGS significantly associated with cognitive decline: intelligence (p = 5.26e-13), cognitive performance (p = 1.46e-12), educational attainment (p = 8.52e-10), and reasoning (p = 3.58e-5). Survival analyses highlighted an offset of several years between the first and last quartiles of PGS, with significant differences for the PGS of cognitive performance (5 years) and educational attainment (7 years). In conclusion, we found four PGS associated with cognitive decline in PD, all associated with general cognitive phenotypes. This study highlights the common genetic factors between cognitive decline in PD and the general population, and the importance of the participant's cognitive reserve for cognitive outcome in PD.
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Affiliation(s)
- Johann Faouzi
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013, Paris, France
- Univ Rennes, Ensai, CNRS, CREST-UMR 9194, F-35000, Rennes, France
| | - Manuela Tan
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Fanny Casse
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France
| | - Suzanne Lesage
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France
| | - Christelle Tesson
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France
| | - Alexis Brice
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, DMU Neurosciences, Département de Génétique, F-75013, Paris, France
| | - Graziella Mangone
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, DMU Neurosciences, Département de Neurologie, F-75013, Paris, France
- Department of Neurology, Movement Disorder Division, Rush University Medical Center, 1725 W. Harrison Street, Chicago, IL, 60612, USA
| | - Louise-Laure Mariani
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, DMU Neurosciences, Département de Neurologie, F-75013, Paris, France
| | - Hirotaka Iwaki
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
- Center for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- Data Tecnica International LLC, Washington, DC, USA
| | - Olivier Colliot
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013, Paris, France
| | - Lasse Pihlstrøm
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Jean-Christophe Corvol
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière, DMU Neurosciences, Département de Neurologie, F-75013, Paris, France.
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Jannati A, Toro-Serey C, Gomes-Osman J, Banks R, Ciesla M, Showalter J, Bates D, Tobyne S, Pascual-Leone A. Digital Clock and Recall is superior to the Mini-Mental State Examination for the detection of mild cognitive impairment and mild dementia. Alzheimers Res Ther 2024; 16:2. [PMID: 38167251 PMCID: PMC10759368 DOI: 10.1186/s13195-023-01367-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 12/04/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Disease-modifying treatments for Alzheimer's disease highlight the need for early detection of cognitive decline. However, at present, most primary care providers do not perform routine cognitive testing, in part due to a lack of access to practical cognitive assessments, as well as time and resources to administer and interpret the tests. Brief and sensitive digital cognitive assessments, such as the Digital Clock and Recall (DCR™), have the potential to address this need. Here, we examine the advantages of DCR over the Mini-Mental State Examination (MMSE) in detecting mild cognitive impairment (MCI) and mild dementia. METHODS We studied 706 participants from the multisite Bio-Hermes study (age mean ± SD = 71.5 ± 6.7; 58.9% female; years of education mean ± SD = 15.4 ± 2.7; primary language English), classified as cognitively unimpaired (CU; n = 360), mild cognitive impairment (MCI; n = 234), or probable mild Alzheimer's dementia (pAD; n = 111) based on a review of medical history with selected cognitive and imaging tests. We evaluated cognitive classifications (MCI and early dementia) based on the DCR and the MMSE against cohorts based on the results of the Rey Auditory Verbal Learning Test (RAVLT), the Trail Making Test-Part B (TMT-B), and the Functional Activities Questionnaire (FAQ). We also compared the influence of demographic variables such as race (White vs. Non-White), ethnicity (Hispanic vs. Non-Hispanic), and level of education (≥ 15 years vs. < 15 years) on the DCR and MMSE scores. RESULTS The DCR was superior on average to the MMSE in classifying mild cognitive impairment and early dementia, AUC = 0.70 for the DCR vs. 0.63 for the MMSE. DCR administration was also significantly faster (completed in less than 3 min regardless of cognitive status and age). Among 104 individuals who were labeled as "cognitively unimpaired" by the MMSE (score ≥ 28) but actually had verbal memory impairment as confirmed by the RAVLT, the DCR identified 84 (80.7%) as impaired. Moreover, the DCR score was significantly less biased by ethnicity than the MMSE, with no significant difference in the DCR score between Hispanic and non-Hispanic individuals. CONCLUSIONS DCR outperforms the MMSE in detecting and classifying cognitive impairment-in a fraction of the time-while being not influenced by a patient's ethnicity. The results support the utility of DCR as a sensitive and efficient cognitive assessment in primary care settings. TRIAL REGISTRATION ClinicalTrials.gov identifier NCT04733989.
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Affiliation(s)
- Ali Jannati
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
- Department of Neurology, Harvard Medical School, Boston, MA, USA.
| | - Claudio Toro-Serey
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA
| | - Joyce Gomes-Osman
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Russell Banks
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA
- Department of Communicative Sciences & Disorders, Michigan State University, East Lansing, MI, USA
| | - Marissa Ciesla
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA
| | - John Showalter
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA
| | - David Bates
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA
| | - Sean Tobyne
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA
| | - Alvaro Pascual-Leone
- Linus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
- Department of Neurology, Harvard Medical School, Boston, MA, USA.
- Hinda and Arthur Marcus Institute for Aging Research and Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, Boston, MA, USA.
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Di Lazzaro G, Picca A, Boldrini S, Bove F, Marzetti E, Petracca M, Piano C, Bentivoglio AR, Calabresi P. Differential profiles of serum cytokines in Parkinson's disease according to disease duration. Neurobiol Dis 2024; 190:106371. [PMID: 38061398 DOI: 10.1016/j.nbd.2023.106371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 12/01/2023] [Accepted: 12/04/2023] [Indexed: 01/08/2024] Open
Abstract
OBJECTIVE Neurodegeneration and neuroinflammation are two intertwined mechanisms contributing to the pathophysiology of Parkinson's disease. Whether circulating biomarkers reflecting those two processes differ according to disease duration remains to be established. The present study was conducted to characterize the biomarkers individuals with PD with short (≤5 years) or long disease duration (>5 years). METHODS We consecutively enrolled 104 patients with Parkinson's disease and evaluated them using validated clinical scales (MDS-UPDRS, Hoehn and Yahr staging, MMSE). Serum samples were assayed for the following biomarkers: neurofilament light chain (NfL), brain-derived neurotrophic factor (BDNF), interleukin (IL-) 1β, 4, 5, 6, 10, 17, interferon-γ, and tumor necrosis factor α. RESULTS Mean age of participants was 66.0 ± 9.6 years and 45 (34%) were women. The average disease duration was 8 ± 5 years (range 1 to 19 years). Patients with short disease duration (≤ 5 years) showed a pro-inflammatory profile, with significantly higher levels of pro-inflammatory IL-1β and lower concentrations of IL-5, IL-10 and IL-17 (p < 0.05). NfL serum levels showed a positive correlation with disease duration and age (respectively rho = 0.248, p = 0.014 and rho = 0.559, p < 0.001) while an opposite pattern was detected for BDNF (respectively rho -0,187, p = 0.034 and rho = -0.245, p = 0.014). CONCLUSIONS Our findings suggest that a pro-inflammatory status may be observed in PD patients in the early phases of the disease, independently from age.
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Affiliation(s)
- Giulia Di Lazzaro
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy.
| | - Anna Picca
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; Department of Medicine and Surgery, LUM University, 70100 Casamassima, Italy
| | | | - Francesco Bove
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Emanuele Marzetti
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; Department of Geriatrics, Orthopedics and Rheumatology, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Martina Petracca
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Carla Piano
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; Department of Neuroscience, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Anna Rita Bentivoglio
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; Department of Neuroscience, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Paolo Calabresi
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; Department of Neuroscience, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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Pedrosa AJ, Feldmann S, Klippel J, Volberg C, Weck C, Lorenzl S, Pedrosa DJ. Factors Associated with Preferred Place of Care and Death in Patients with Parkinson's Disease: A Cross-Sectional Study. JOURNAL OF PARKINSON'S DISEASE 2024; 14:589-599. [PMID: 38457148 DOI: 10.3233/jpd-230311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
Background A significant proportion of people with Parkinson's disease (PwPD) die in hospital settings. Although one could presume that most PwPD would favor being cared for and die at home, there is currently no evidence to support this assumption. Objective We aimed at exploring PwPD's preferences for place of end-of-life care and place of death, along with associated factors. Methods A cross-sectional study was conducted to investigate PwPD's end-of life wishes regarding their preferred place of care and preferred place of death. Using different approaches within a generalized linear model framework, we additionally explored factors possibly associated with preferences for home care and home death. Results Although most PwPD wished to be cared for and die at home, about one-third reported feeling indifferent about their place of death. Preferred home care was associated with the preference for home death. Furthermore, a preference for dying at home was more likely among PwPD's with informal care support and spiritual/religious affiliation, but less likely if they preferred institutional care towards the end of life. Conclusions The variation in responses regarding the preferred place of care and place of death highlights the need to distinguish between the concepts when discussing end-of-life care. However, it is worth noting that the majority of PwPD preferred care and death at home. The factors identified in relation to preferred place of care and death provide an initial understanding of PwPD decision-making, but call for further research to confirm our findings, explore causality and identify additional influencing factors.
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Affiliation(s)
- Anna J Pedrosa
- Department of Neurology, Philipps University Marburg, University Hospital Giessen and Marburg, Marburg, Germany
| | - Sarah Feldmann
- Department of Neurology, Philipps University Marburg, University Hospital Giessen and Marburg, Marburg, Germany
| | - Jan Klippel
- Department of Neurology, Philipps University Marburg, University Hospital Giessen and Marburg, Marburg, Germany
| | - Christian Volberg
- Department of Anaesthesiology and Intensive Care Medicine, Philipps University Marburg, University Hospital Giessen and Marburg, Marburg, Germany
- Research Group Medical Ethics, Philipps University Marburg, Marburg, Germany
| | - Christiane Weck
- Department of Neurology, Hospital Agatharied, Agatharied, Germany
- Institute of Palliative Care, Paracelsus Medical University, Salzburg, Austria
| | - Stefan Lorenzl
- Department of Neurology, Hospital Agatharied, Agatharied, Germany
- Institute of Palliative Care, Paracelsus Medical University, Salzburg, Austria
| | - David J Pedrosa
- Department of Neurology, Philipps University Marburg, University Hospital Giessen and Marburg, Marburg, Germany
- Centre for Mind, Brain and Behaviour, Philipps University Marburg, Marburg, Germany
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Landers MR, Haller AM, Aldaco A, La B, Babarinde AA, Rider JV, Longhurst JK. The psychometric properties of the modified fear of falling avoidance behavior questionnaire in Parkinson's disease and older adults. Arch Physiother 2024; 14:11-19. [PMID: 38707914 PMCID: PMC11067869 DOI: 10.33393/aop.2024.2702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 04/04/2024] [Indexed: 05/07/2024] Open
Abstract
Introduction The Fear of Falling Avoidance Behavior Questionnaire (FFABQ) has good psychometric properties. However, we have recently modified the FFABQ (mFFABQ) to improve the clarity of the questions and Likert responses. This study aimed to examine the reliability and validity of this modified version in older adults and people with Parkinson's disease (PD). Methods A total of 88 participants, 39 with PD (age = 72.2 ± 9.5; 29 males, 10 females) and 49 older adults (age = 72.8 ± 5.0; 13 males, 36 females), answered the mFFABQ twice, separated by 1 week, for test-retest reliability. Construct validity was evaluated through correlational analyses with fall history, Activities-Specific Balance Confidence Scale (ABC), Berg Balance Scale (BBS), Timed Up and Go, 30-Second Sit to Stand, Sensory Organization Test, Zung Anxiety Scale, Beck Depression Inventory, Consequences of Falling Questionnaire (CoFQ), and average daily activity levels using an activity monitor. Results The mFFABQ had good overall test-retest reliability (intraclass correlational coefficient [ICC] = 0.822; older adult ICC = 0.781, PD ICC = 0.806). The mFFABQ correlated with fall history (r = -0.430) and exhibited high correlation with the ABC (rho = -0.804) and moderate correlations with CoFQ (rho = 0.582) and BBS (rho = -0.595). The mFFABQ also correlated with time stepping (rho = -0.298) and number of steps (rho = -0.358). Conclusion These results provide supportive evidence for the reliability and validity of the mFFABQ in older adults and people with PD, which supports its suitability as a clinical and research tool for the assessment of fear of falling avoidance behavior.
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Affiliation(s)
- Merrill R. Landers
- Department of Physical Therapy, School of Integrated Health Sciences, University of Nevada, Las Vegas, Nevada - USA
| | - Ash M. Haller
- Sequoia Hospital, Dignity Health, Redwood City, California - USA
| | - Arturo Aldaco
- Sunrise Hospital and Medical Center, Las Vegas, Nevada - USA
| | - Billy La
- FYZICAL Balance and Therapy Centers – Buffalo, Las Vegas, Nevada - USA
| | - Adetayo A. Babarinde
- School of Integrated Health Sciences, University of Nevada, Las Vegas, Nevada - USA
| | - John V. Rider
- School of Occupational Therapy, Touro University Nevada, Henderson, Nevada - USA
| | - Jason K. Longhurst
- Department of Physical Therapy and Athletic Training, Doisy College of Health Sciences, Saint Louis University, St. Louis, Missouri - USA
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Banks R, Higgins C, Greene BR, Jannati A, Gomes‐Osman J, Tobyne S, Bates D, Pascual‐Leone A. Clinical classification of memory and cognitive impairment with multimodal digital biomarkers. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2024; 16:e12557. [PMID: 38406610 PMCID: PMC10884988 DOI: 10.1002/dad2.12557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 01/24/2024] [Accepted: 01/24/2024] [Indexed: 02/27/2024]
Abstract
INTRODUCTION Early detection of Alzheimer's disease and cognitive impairment is critical to improving the healthcare trajectories of aging adults, enabling early intervention and potential prevention of decline. METHODS To evaluate multi-modal feature sets for assessing memory and cognitive impairment, feature selection and subsequent logistic regressions were used to identify the most salient features in classifying Rey Auditory Verbal Learning Test-determined memory impairment. RESULTS Multimodal models incorporating graphomotor, memory, and speech and voice features provided the stronger classification performance (area under the curve = 0.83; sensitivity = 0.81, specificity = 0.80). Multimodal models were superior to all other single modality and demographics models. DISCUSSION The current research contributes to the prevailing multimodal profile of those with cognitive impairment, suggesting that it is associated with slower speech with a particular effect on the duration, frequency, and percentage of pauses compared to normal healthy speech.
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Affiliation(s)
- Russell Banks
- Department of Communicative Sciences & DisordersCollege of Arts & SciencesMichigan State UniversityEast LansingMichiganUSA
| | | | | | - Ali Jannati
- Department of NeurologyHarvard Medical SchoolBostonMassachusettsUSA
| | - Joyce Gomes‐Osman
- Department of NeurologyUniversity of Miami Miller School of MedicineMiamiFloridaUSA
| | | | | | - Alvaro Pascual‐Leone
- Linus HealthBostonMassachusettsUSA
- Department of NeurologyHarvard Medical SchoolBostonMassachusettsUSA
- Hinda and Arthur Marcus Institute for Aging Research and Deanna and Sidney Wolk Center for Memory HealthHebrew SeniorLifeBostonMassachusettsUSA
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Zolin A, Zhang C, Ooi H, Sarva H, Kamel H, Parikh NS. Association of liver fibrosis with cognitive decline in Parkinson's disease. J Clin Neurosci 2024; 119:10-16. [PMID: 37976909 PMCID: PMC11198872 DOI: 10.1016/j.jocn.2023.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/23/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Cognitive decline is a common but variable non-motor manifestation of Parkinson's disease. Chronic liver disease contributes to dementia, but its impact on cognitive performance in Parkinson's disease is unknown. We assessed the effect of liver fibrosis on cognition in Parkinson's disease. METHODS We conducted a retrospective cohort study using data from the Parkinson's Progression Markers Initiative. Our exposure was liver fibrosis at baseline, based on the validated Fibrosis-4 score. Our primary outcome was the Montreal Cognitive Assessment, and additional outcome measures were the Symbol Digit Modalities Test, the Benton Judgement of Line Orientation, the Letter-Number Sequencing Test, and the Modified Semantic Fluency Test. We used linear regression models to assess the relationship between liver fibrosis and scores on cognitive assessments at baseline and linear mixed models to evaluate the association between baseline Fibrosis-4 score with changes in each cognitive test over five years. Models were adjusted for demographics, comorbidities, and alcohol use. RESULTS We included 409 participants (mean age 61, 40 % women). There was no significant association between liver fibrosis and baseline performance on any of the cognitive assessments in adjusted models. However, over the subsequent five year period, liver fibrosis was associated with more rapid decline in scores on the Montreal Cognitive Assessment (interaction coefficient, -0.07; 95 % CI, -0.12, -0.02), the Symbol Digit Modalities Test, the Benton Judgement of Line Orientation, and the Modified Semantic Fluency Test. CONCLUSION In people with Parkinson's disease, the presence of comorbid liver fibrosis was associated with more rapid decline across multiple cognitive domains.
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Affiliation(s)
- Aryeh Zolin
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY, USA
| | - Cenai Zhang
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY, USA
| | - Hwai Ooi
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY, USA; Parkinson's Disease and Movement Disorders Institute, Department of Neurology, Weill Cornell Medicine, New York, NY, USA
| | - Harini Sarva
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY, USA; Parkinson's Disease and Movement Disorders Institute, Department of Neurology, Weill Cornell Medicine, New York, NY, USA
| | - Hooman Kamel
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY, USA
| | - Neal S Parikh
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY, USA.
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Nuic D, van de Weijer S, Cherif S, Skrzatek A, Zeeboer E, Olivier C, Corvol JC, Foulon P, Pastor JZ, Mercier G, Lau B, Bloem BR, De Vries NM, Welter ML. Home-based exergaming to treat gait and balance disorders in patients with Parkinson's disease: A phase II randomized controlled trial. Eur J Neurol 2024; 31:e16055. [PMID: 37691341 DOI: 10.1111/ene.16055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 07/26/2023] [Accepted: 08/21/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND Exergaming has been proposed to improve gait and balance disorders in Parkinson's disease (PD) patients. We aimed to assess the efficacy of a home-based, tailored, exergaming training system designed for PD patients with dopa-resistant gait and/or balance disorders in a controlled randomized trial. METHODS We recruited PD patients with dopa-resistant gait and/or balance disorders. Patients were randomly assigned (1:1 ratio) to receive 18 training sessions at home by playing a tailored exergame with full-body movements using a motion capture system (Active group), or by playing the same game with the computer's keyboard (Control group). The primary endpoint was the between-group difference in the Stand-Walk-Sit Test (SWST) duration change after training. Secondary outcomes included parkinsonian clinical scales, gait recordings, and safety. RESULTS Fifty PD patients were enrolled and randomized. After training, no significant difference in SWST change was found between groups (mean change SWST duration [SD] -3.71 [18.06] s after Active versus -0.71 [3.41] s after Control training, p = 0.61). Some 32% of patients in the Active and 8% in the Control group were considered responders to the training program (e.g., SWST duration change ≥2 s, p = 0.03). The clinical severity of gait and balance disorders also significantly decreased after Active training, with a between-group difference in favor of the Active training (p = 0.0082). Home-based training induced no serious adverse events. CONCLUSIONS Home-based training using a tailored exergame can be performed safely by PD patients and could improve gait and balance disorders. Future research is needed to investigate the potential of exergaming.
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Affiliation(s)
- Dijana Nuic
- Paris Brain Institute, CNRS UMR 7225, INSERM 1127, Sorbonne University, Paris, France
- LabCom Brain e-Novation, Paris Brain Institute, Paris, France
| | - Sjors van de Weijer
- Donders Institute for Brain, Cognition, and Behavior and Department of Neurology, Center of Expertise for Parkinson and Movement, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Neurology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Saoussen Cherif
- Paris Brain Institute, CNRS UMR 7225, INSERM 1127, Sorbonne University, Paris, France
- LabCom Brain e-Novation, Paris Brain Institute, Paris, France
| | - Anna Skrzatek
- Paris Brain Institute, CNRS UMR 7225, INSERM 1127, Sorbonne University, Paris, France
| | - Eline Zeeboer
- Donders Institute for Brain, Cognition, and Behavior and Department of Neurology, Center of Expertise for Parkinson and Movement, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Claire Olivier
- Paris Brain Institute, CNRS UMR 7225, INSERM 1127, Sorbonne University, Paris, France
- PANAM core facility, INSERM 1127, Paris Brain Institute, Paris, France
| | - Jean-Christophe Corvol
- Paris Brain Institute, CNRS UMR 7225, INSERM 1127, Sorbonne University, Paris, France
- Clinical Investigation Center, Assistance Publique Hôpitaux de Paris, Paris, France
| | - Pierre Foulon
- LabCom Brain e-Novation, Paris Brain Institute, Paris, France
- GENIOUS Healthcare, Montpellier, France
| | - Jénica Z Pastor
- Biostatistics Department, CHU de Montpellier, Montpellier, France
| | - Gregoire Mercier
- Biostatistics Department, CHU de Montpellier, Montpellier, France
- IDESP UA11, Université de Montpellier, INSERM, Montpellier, France
| | - Brian Lau
- Paris Brain Institute, CNRS UMR 7225, INSERM 1127, Sorbonne University, Paris, France
| | - Bastiaan R Bloem
- Donders Institute for Brain, Cognition, and Behavior and Department of Neurology, Center of Expertise for Parkinson and Movement, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nienke M De Vries
- Donders Institute for Brain, Cognition, and Behavior and Department of Neurology, Center of Expertise for Parkinson and Movement, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marie-Laure Welter
- Paris Brain Institute, CNRS UMR 7225, INSERM 1127, Sorbonne University, Paris, France
- LabCom Brain e-Novation, Paris Brain Institute, Paris, France
- PANAM core facility, INSERM 1127, Paris Brain Institute, Paris, France
- CHU Rouen, Neurophysiology Department, Rouen University, Rouen, France
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Rehnberg J, Huisman M, Fors S, Marseglia A, Kok A. The Association between Education and Cognitive Performance Varies at Different Levels of Cognitive Performance: A Quantile Regression Approach. Gerontology 2023; 70:318-326. [PMID: 38086341 PMCID: PMC10911170 DOI: 10.1159/000535717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 12/05/2023] [Indexed: 03/05/2024] Open
Abstract
INTRODUCTION Educational differences in cognitive performance among older adults are well documented. Studies that explore this association typically estimate a single average effect of education on cognitive performance. We argue that the processes that contribute to the association between education and cognitive performance are unlikely to have equal effects at all levels of cognitive performance. In this study, we employ an analytical approach that enables us to go beyond averages to examine the association between education and five measures of global and domain-specific cognitive performance across the outcome distributions. METHODS This cross-sectional study included 1,780 older adults aged 58-68 years from the Longitudinal Aging Study Amsterdam. Conditional quantile regression was used to examine variation across the outcome distribution. Cognitive outcomes included Mini-Mental State Examination (MMSE) score, crystallized intelligence, information processing speed, episodic memory, and a composite score of global cognitive performance. RESULTS The results showed that the associations between education and different cognitive measures varied across the outcome distributions. Specifically, we found that education had a stronger association with crystallized intelligence, MMSE, and a composite cognitive performance measure in the lower tail of performance distributions. The associations between education and information processing speed and episodic memory were uniform across the outcome distributions. CONCLUSION Larger associations between education and some domains of cognitive performance in the lower tail of the performance distributions imply that inequalities are primarily generated among individuals with lower performance rather than among average and high performers. Additionally, the varying associations across some of the outcome distributions indicate that estimating a single average effect through standard regression methods may overlook variations in cognitive performance between educational groups. Future studies should consider heterogeneity across the outcome distribution.
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Affiliation(s)
- Johan Rehnberg
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Martijn Huisman
- Department of Epidemiology and Data Science, Amsterdam UMC Location Vrije Universiteit, Amsterdam, The Netherlands
- Amsterdam Public Health, Aging & Later Life, Amsterdam, The Netherlands
- Department of Sociology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Stefan Fors
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
- Centre for Epidemiology and Community Medicine, Region Stockholm, Stockholm, Sweden
| | - Anna Marseglia
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Almar Kok
- Department of Epidemiology and Data Science, Amsterdam UMC Location Vrije Universiteit, Amsterdam, The Netherlands
- Amsterdam Public Health, Aging & Later Life, Amsterdam, The Netherlands
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Xiao Y, Yang T, Zhang L, Wei Q, Ou R, Hou Y, Liu K, Lin J, Jiang Q, Shang H. Association between the blood pressure variability and cognitive decline in Parkinson's disease. Brain Behav 2023; 13:e3319. [PMID: 37969048 PMCID: PMC10726805 DOI: 10.1002/brb3.3319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 11/17/2023] Open
Abstract
OBJECTIVES High visit-to-visit blood pressure variability (BPV) was found to be associated with cognitive decline in the elderly. This study aimed to investigate the impact of visit-to-visit BPV on cognition in patients with early-stage Parkinson's disease (PD). DESIGN This is a retrospective analysis of a prospective cohort. SETTING AND PARTICIPANTS A total of 297 patients with early-stage PD (103 mild cognitive impairments [PD-MCI] and 194 normal cognitions [PD-NC] at baseline) were included from the Parkinson's Progression Markers Initiative study. METHODS Variation independent of mean (VIM) of the first year was used as the indicator of BPV. The Montreal Cognitive Assessment (MoCA) was used to assess global cognition. Patients were divided into PD-MCI and PD-NC according to the MoCA score at baseline. Longitudinal cerebrospinal fluid (Aβ-42, Aβ, α-synuclein, neurofilament light protein, tau phosphorylated at the threonine 181 position, total tau, glial fibrillary acidic protein) and serum (neurofilament light protein) biomarkers were assessed. The Bayesian linear growth model was used to evaluate the relationship between baseline BPV and the rate of change in cognition and biomarkers. RESULTS Higher systolic VIM of the first year was related to a greater rate of decline in MoCA score in the following years in PD-MCI (β = -.15 [95% CI -.29, -.01]). No association was found between BPV and biomarkers. CONCLUSION AND IMPLICATIONS Higher systolic VIM predicted a steeper decline in cognitive tests in PD-MCI independently from the mean value of blood pressure, orthostatic hypotension, and supine hypertension.
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Affiliation(s)
- Yi Xiao
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Tianmi Yang
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Lingyu Zhang
- Health Management CenterWest China Hospital of Sichuan UniversityChengduChina
| | - Qianqian Wei
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Ruwei Ou
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Yanbing Hou
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Kuncheng Liu
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Junyu Lin
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Qirui Jiang
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Huifang Shang
- Department of NeurologyRare Disease Center, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for GeriatricWest China Hospital of Sichuan UniversityChengduSichuanChina
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Nabizadeh F, KamaliZonouzi S, Noori M. Cerebrospinal fluid biomarkers profile in scans without evidence of dopaminergic deficits (SWEDD). IBRO Neurosci Rep 2023; 15:320-326. [PMID: 37953806 PMCID: PMC10632530 DOI: 10.1016/j.ibneur.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 09/02/2023] [Accepted: 10/14/2023] [Indexed: 11/14/2023] Open
Abstract
Background A small proportion of patients with clinical parkinsonism have normal transporter-single photon emission computed tomography (DaTSPECT) which is commonly defined as scans without evidence of dopaminergic deficits (SWEDD). A better understanding of SWEDD can improve the current therapeutic options and appropriate disease monitoring. Aim We aimed to assess CSF biomarkers levels including α-synuclein (α-syn), amyloid βeta (Aβ1-42), total tau (t-tau), and phosphorylated tau (p-tau) in SWEDD and investigate the longitudinal alteration in the CSF profile. Methods In total, 406 early-stage PD, 58 SWEDD, and 187 healthy controls (HCs) were entered into our study from PPMI. We compared the level of CSF biomarkers at baseline, six months, one year, and two years. Furthermore, the longitudinal alteration of CSF biomarkers was explored in each group using linear mixed models. Results There was no significant difference in the level of CSF α-syn Aβ1-42, t-tau, and p-tau between HCs and SWEDD at different time points. Investigating the level of CSF α-syn in PD and SWEDD showed a significant difference at one (p = 0.016) and two years (p = 0.006). Also, we observed a significant difference in the level of CSF Aβ1-42 between SWEDD and PD at one year (p = 0.012). Moreover, there was a significant difference in the level of CSF t-tau between SWEDD and PD subjects at one (p = 0.013) and two years (p = 0.017). Furthermore, there was a significant difference in the level of CSF p-tau between SWEDD and PD groups at two years visits (p = 0.030). Longitudinal analysis showed a significant decrease after one (p = 0.029) and two years (p = 0.002) from baseline in the level of CSF α-syn only in the PD group. Also, we observed that the level of CSF Aβ1-42 significantly increased after one year in SWEDD (p = 0.031) and decreased after two years from baseline in PD subjects (p = 0.005). Moreover, there was a significant increase in the level of CSF t-tau after two years (p = 0.036) and CSF p-tau after six months from baseline in SWEDD subjects (p = 0.011). Conclusion This finding suggests a faster neurodegeneration process in PD patients compared to SWEDD at least based on these biomarkers. Future studies with longer follow-up duration and more sample sizes are necessary to validate our results.
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Affiliation(s)
- Fardin Nabizadeh
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | | | - Maryam Noori
- Student Research Committee, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Urology Research Center, Tehran University of Medical Science, Tehran, Iran
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