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Kim SY, Lee SJ. The characteristics of cognitive and daily living functions of neurocognitive disorders with delusions in elderly Alzheimer's disease. PeerJ 2024; 12:e18026. [PMID: 39285920 PMCID: PMC11404475 DOI: 10.7717/peerj.18026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 08/12/2024] [Indexed: 09/19/2024] Open
Abstract
Background Delusions in neurocognitive disorder due to Alzheimer's disease (AD) worsen patients' cognitive functions and activities of daily living (ADL), increasing caregiver burden and the risk of mortality. AD patients with delusions tend to experience a more rapid decline in cognition and have demonstrated poorer performance on various cognitive function tests. Considering the prognosis of delusion in AD patients, it tends to be more favorable with appropriate treatment. However, there is a lack of neuropsychological research, specifically examining the impact of delusions in AD, characterized by progressive deterioration of cognitive function. This study investigates the impact of delusions on cognitive function and ADL under conditions controlling for disease severity. Methods We compared cognitive function and ADL in AD patients aged 65 years or older according to the presence of delusions. To assess longitudinal change, we analyzed data from patients monitored for an average of 15 to 16 months. We assessed cognitive function and ADL using the Seoul Neuropsychological Screening Battery-Second Edition (SNSB-II) and delusions using the Neuropsychiatric Inventory (NPI). We used IBM SPSS Statistics version 25.0 for all statistical analyses. The analysis was not adjusted for multiple comparisons. We investigated how delusions impact cognitive function and ADL, controlling for age, educational level, and disease severity. Results The delusions group exhibited poorer immediate recall of verbal memory than the non-delusions group. In the follow-up evaluation, patients who developed delusions had lower baseline cognitive function than those who did not, and their language fluency declined over time. In addition, we found the presence of delusions associated with worse functional impairment in ADL as the disease progressed. Conclusion While controlling for the severity of AD, we found no significant negative impacts of delusions on most cognitive functions. Nevertheless, it is noteworthy that the immediate recall of verbal memory and the Controlled Oral Word Association Test (COWAT)_animal sensitively detected the negative impact of delusions. Furthermore, since delusions are associated with worsening ADL, we understand that delusion treatment is important for improving the quality of life for patients and caregivers.
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Affiliation(s)
- Seo Yoo Kim
- Department of Psychology, Kyungpook National University, Daegu, Republic of South Korea
- Department of Neuropsychiatry, Good Samsun Hospital, Busan, Republic of South Korea
| | - Soo Jin Lee
- Department of Psychology, Kyungsung University, Busan, Republic of South Korea
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Ishimaru D, Kanemoto H, Hotta M, Nagata Y, Koizumi F, Satake Y, Taomoto D, Ikeda M. Case report: Environmental adjustment for visual hallucinations in dementia with Lewy bodies based on photo assessment of the living environment. Front Psychiatry 2024; 15:1283156. [PMID: 38559397 PMCID: PMC10978580 DOI: 10.3389/fpsyt.2024.1283156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 03/01/2024] [Indexed: 04/04/2024] Open
Abstract
Background Visual hallucinations (VH) are associated with visual prediction error in patients with dementia with Lewy bodies (DLB). Given this relationship, environmental adjustments have been suggested, but detailed contents for implementing such environmental adjustments and assessments are poorly documented. This case report preliminarily demonstrates methods for improving VH through our experience with two patients with DLB. We conducted familial interviews to assess the phenomenological features of VH and reviewed photographs of patients' homes to identify the environmental triggers of VH, known as photo assessment of the living environment (PA-LE). Case description Patient 1 was a 78-year-old woman with a Mini-Mental State Examination (MMSE) score of 11/30. She experienced seeing a stranger, children, and cats at home, which frightened her. VH frequently occurred in the living room and bedroom. The PA-LE showed that several environmental features, such as cushions on a sofa, the pattern on a carpet under a table, and clothing on hangers, were suggestive triggers of VH. Patient 2 was an 88-year-old woman with a MMSE score of 5/30. She had seen strangers, children, and animals at home, some of which were linked to a theft delusion. VH frequently occurred in the living room and bedroom. The PA-LE found that several environmental features, such as clothing on hangers and dolls, were suggestive of VH triggers. Non-pharmacological approaches were tailored to the patients' environmental and psychological states using interviews and PA-LE. This included removing environmental triggers, reducing negative mood, and providing coping strategies for VH. This improved their VH and their caregivers' knowledge of VH. Conclusion Phenomenological assessments using photographs of the patient's home could identify the environmental triggers associated with VH in patients with DLB and assist in environmental adjustments.
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Affiliation(s)
- Daiki Ishimaru
- Department of Medical Technology, Osaka University Hospital, Suita, Japan
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Hideki Kanemoto
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Maki Hotta
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yuma Nagata
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Fuyuki Koizumi
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yuto Satake
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Daiki Taomoto
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Manabu Ikeda
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
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Cressot C, Vrillon A, Lilamand M, Francisque H, Méauzoone A, Hourregue C, Dumurgier J, Marlinge E, Paquet C, Cognat E. Psychosis in Neurodegenerative Dementias: A Systematic Comparative Review. J Alzheimers Dis 2024; 99:85-99. [PMID: 38669539 DOI: 10.3233/jad-231363] [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] [Indexed: 04/28/2024]
Abstract
Background Psychosis, characterized by delusions and/or hallucinations, is frequently observed during the progression of Alzheimer's disease (AD) and other neurodegenerative dementias (ND) (i.e., dementia with Lewy bodies (DLB), and frontotemporal dementia (FTD)) and cause diagnostic and management difficulties. Objective This review aims at presenting a concise and up-to-date overview of psychotic symptoms that occur in patients with ND with a comparative approach. Methods A systematic review was conducted following the PRISMA guidelines. 98 original studies investigating psychosis phenotypes in neurodegenerative dementias were identified (40 cohort studies, 57 case reports). Results Psychosis is a frequently observed phenomenon during the course of ND, with reported prevalence ranging from 22.5% to 54.1% in AD, 55.9% to 73.9% in DLB, and 18% to 42% in FTD. Throughout all stages of these diseases, noticeable patterns emerge depending on their underlying causes. Misidentification delusions (16.6-78.3%) and visual hallucinations (50-69.6%) are frequently observed in DLB, while paranoid ideas and somatic preoccupations seem to be particularly common in AD and FTD, (respectively 9.1-60.3% and 3.10-41.5%). Limited data were found regarding psychosis in the early stages of these disorders. Conclusions Literature data suggest that different ND are associated with noticeable variations in psychotic phenotypes, reflecting disease-specific tendencies. Further studies focusing on the early stages of these disorders are necessary to enhance our understanding of early psychotic manifestations associated with ND and help in differential diagnosis issues.
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Affiliation(s)
- Coralie Cressot
- Université Paris Cité, UMRS 1144, INSERM, Paris, France
- Centre de Neurologie Cognitive, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
| | - Agathe Vrillon
- Université Paris Cité, UMRS 1144, INSERM, Paris, France
- Centre de Neurologie Cognitive, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
| | - Matthieu Lilamand
- Université Paris Cité, UMRS 1144, INSERM, Paris, France
- Service de Gériatrie, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
| | - Hélène Francisque
- Centre de Neurologie Cognitive, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
| | - Aurélie Méauzoone
- Centre de Neurologie Cognitive, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
| | - Claire Hourregue
- Centre de Neurologie Cognitive, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
| | - Julien Dumurgier
- Université Paris Cité, UMRS 1144, INSERM, Paris, France
- Université Paris Cité, Inserm U1153, Paris, France
| | - Emeline Marlinge
- Département de Psychiatrie, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
| | - Claire Paquet
- Université Paris Cité, UMRS 1144, INSERM, Paris, France
- Centre de Neurologie Cognitive, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
| | - Emmanuel Cognat
- Université Paris Cité, UMRS 1144, INSERM, Paris, France
- Centre de Neurologie Cognitive, AP-HP.Nord, Site Lariboisière Fernand-Widal, Paris, France
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Pessoa RMDP, Maximiano-Barreto MA, Lambert L, Leite ÉDM, Chagas MHN. The frequency of psychotic symptoms in types of dementia: a systematic review. Dement Neuropsychol 2023; 17:e20220044. [PMID: 37223834 PMCID: PMC10202325 DOI: 10.1590/1980-5764-dn-2022-0044] [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: 05/16/2022] [Revised: 09/05/2022] [Accepted: 10/03/2022] [Indexed: 05/25/2023] Open
Abstract
The frequency of psychotic symptoms in older adults is high, mainly in neurocognitive cognitions of the most varied etiologies. Objectives This study aimed to review the studies that analyze the frequency of the types of delusions, hallucinations, and misidentifications in dementia conditions of different etiologies. Methods A systematic review was conducted on August 9, 2021, in the PubMed, PsycInfo, Embase, Web of Science, and Scopus databases with the following descriptors: (dementia OR alzheimer disease OR dementia with Lewy bodies OR frontotemporal dementia OR mixed dementia OR vascular dementia OR major neurocognitive disorder OR parkinson disease dementia) AND (psychotic symptoms OR psychosis OR hallucinations OR delusions OR psychopathology OR misidentification) AND (prevalence OR epidemiology). Results A total of 5,077 articles were found, with a final inclusion of 35. The overall frequency of psychotic symptoms ranged from 34 to 63% in dementia conditions of the most varied etiologies. Alzheimer's disease (AD) presents more delusions and hallucinations and has a higher frequency regarding the presence of misidentifications. On the contrary, Dementia with Lewy bodies (DLB) seems to present more hallucinations, even auditory, when compared to the other dementias, concomitantly with delusions. Vascular and frontotemporal dementia present fewer psychotic symptoms than DLB and AD. Conclusions We identified a gap in the literature on the description of the psychotic symptoms of dementia, mainly in those of non-AD etiologies. Studies that assess the neuropsychiatric symptoms of dementias deeply might contribute in a more definite manner to the causal diagnosis of dementia.
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Affiliation(s)
- Rebeca Mendes de Paula Pessoa
- Universidade de São Paulo, Departamento de Neurociências e do Comportamento, Ribeirão Preto SP, Brazil
- Universidade Federal de São Carlos, Grupo de Estudos e Pesquisas em Saúde Mental, Cognição e Envelhecimento, São Carlos SP, Brazil
| | - Madson Alan Maximiano-Barreto
- Universidade Federal de São Carlos, Grupo de Estudos e Pesquisas em Saúde Mental, Cognição e Envelhecimento, São Carlos SP, Brazil
| | | | - Érica Dayanne Meireles Leite
- Universidade de São Paulo, Departamento de Neurociências e do Comportamento, Ribeirão Preto SP, Brazil
- Universidade Federal de São Carlos, Grupo de Estudos e Pesquisas em Saúde Mental, Cognição e Envelhecimento, São Carlos SP, Brazil
| | - Marcos Hortes Nisihara Chagas
- Universidade de São Paulo, Departamento de Neurociências e do Comportamento, Ribeirão Preto SP, Brazil
- Universidade Federal de São Carlos, Grupo de Estudos e Pesquisas em Saúde Mental, Cognição e Envelhecimento, São Carlos SP, Brazil
- Instituto Bairral de Psiquiatria, Itapira SP, Brazil
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Shahid M, Rawls A, Ramirez V, Ryman S, Santini VE, Yang L, Sha SJ, Hall JN, Montine TJ, Lin A, Tian L, Henderson VW, Cholerton B, Yutsis M, Poston KL. Illusory Responses across the Lewy Body Disease Spectrum. Ann Neurol 2023; 93:702-714. [PMID: 36511519 PMCID: PMC10231422 DOI: 10.1002/ana.26574] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 11/22/2022] [Accepted: 12/04/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE This study was undertaken to study pareidolias, or perceived meaningful objects in a meaningless stimulus, in patients across the Lewy body (LB) disease spectrum, where most do not report hallucinations or delusions. METHODS We studied illusory responses on the Noise Pareidolia Task in 300 participants (38 cognitively impaired LB, 65 cognitively unimpaired LB, 51 Alzheimer disease spectrum [AD-s], 146 controls). Pairwise between-group comparisons examined how diagnosis impacts the number of illusory responses. Ordinal regression analysis compared the number of illusory responses across diagnosis groups, adjusting for age, sex, and education. Analyses were repeated after removing participants with reported hallucinations or delusions. RESULTS Cognitively impaired LB participants were 12.3, 4.9, and 4.6 times more likely than control, cognitively unimpaired LB, and AD-s participants, respectively, to endorse illusory responses. After adjusting for age, sex, and education, the probability of endorsing 1 or more illusory responses was 61% in the cognitively impaired LB group, compared to 26% in AD-s, 25% in cognitively unimpaired LB, and 12% in control participants. All results were similar after repeated analysis only in participants without hallucinations or delusions. In LB without hallucinations or delusions, 52% with mild cognitive impairment and 66.7% with dementia endorsed at least 1 illusory response. INTERPRETATION We found illusory responses are common in cognitively impaired LB patients, including those without any reported psychosis. Our data suggest that, prior to the onset of hallucinations and delusions, the Noise Pareidolia Task can easily be used to screen for unobtrusive pareidolias in all LB patients. ANN NEUROL 2023;93:702-714.
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Affiliation(s)
- Marian Shahid
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Ashley Rawls
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Veronica Ramirez
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Sephira Ryman
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Translational Neuroscience, Mind Research Network, Albuquerque, NM, USA
| | - Veronica E Santini
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Laurice Yang
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Sharon J Sha
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Jacob N Hall
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Neurology Center of Southern California, Temecula, CA, USA
| | - Thomas J Montine
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Amy Lin
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA
| | - Lu Tian
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA
| | - Victor W Henderson
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Epidemiology & Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Brenna Cholerton
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Maya Yutsis
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Kathleen L Poston
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
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Mood and emotional disorders associated with parkinsonism, Huntington disease, and other movement disorders. HANDBOOK OF CLINICAL NEUROLOGY 2021; 183:175-196. [PMID: 34389117 DOI: 10.1016/b978-0-12-822290-4.00015-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
This chapter provides a review of mood, emotional disorders, and emotion processing deficits associated with diseases that cause movement disorders, including Parkinson's disease, Lewy body dementia, multiple system atrophy, progressive supranuclear palsy, corticobasal degeneration, frontotemporal dementia with parkinsonism, Huntington's disease, essential tremor, dystonia, and tardive dyskinesia. For each disorder, a clinical description of the common signs and symptoms, disease progression, and epidemiology is provided. Then the mood and emotional disorders associated with each of these diseases are described and discussed in terms of clinical presentation, incidence, prevalence, and alterations in quality of life. Alterations of emotion communication, such as affective speech prosody and facial emotional expression, associated with these disorders are also discussed. In addition, if applicable, deficits in gestural and lexical/verbal emotion are reviewed. Throughout the chapter, the relationships among mood and emotional disorders, alterations of emotional experiences, social communication, and quality of life, as well as treatment, are emphasized.
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Urso D, Gnoni V, Filardi M, Logroscino G. Delusion and Delirium in Neurodegenerative Disorders: An Overlooked Relationship? Front Psychiatry 2021; 12:808724. [PMID: 35115974 PMCID: PMC8804700 DOI: 10.3389/fpsyt.2021.808724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 12/24/2021] [Indexed: 12/04/2022] Open
Abstract
Delusions are part of the neuropsychiatric symptoms that patients suffering from neurodegenerative conditions frequently develop at some point of the disease course and are associated with an increased risk of cognitive and functional decline. Delirium is a syndrome characterized by acute onset of deficits in attention, awareness, and cognition that fluctuate in severity over a short time period. Delusions and delirium are frequently observed in the context of neurodegeneration, and their presence can easily mislead clinicians toward a misdiagnosis of psychiatric disorder further delaying the proper treatment. Risk factors for developing delusion and delirium in neurodegenerative conditions have been investigated separately while the possible interplay between these two conditions has not been explored so far. With this study, we aim to achieve a more comprehensive picture of the relationship between delusions and delirium in neurodegeneration by analyzing prevalence and subtypes of delusions in different neurodegenerative disorders; providing an overview of clinical tools to assess delusions in neurodegenerative patients and how delusions are covered by delirium assessment tools and discussing the possible common pathophysiology mechanisms between delusion and delirium in neurodegenerative patients. A more extensive characterization of the relationship between delusions and delirium may help to understand whether delusions may constitute a risk factor for delirium and may ameliorate the management of both conditions in patients with neurodegenerative disorders.
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Affiliation(s)
- Daniele Urso
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, Pia Fondazione Cardinale G. Panico, University of Bari Aldo Moro, Bari, Italy.,Department of Neurosciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Valentina Gnoni
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, Pia Fondazione Cardinale G. Panico, University of Bari Aldo Moro, Bari, Italy.,Department of Neurosciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Marco Filardi
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, Pia Fondazione Cardinale G. Panico, University of Bari Aldo Moro, Bari, Italy.,Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Giancarlo Logroscino
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, Pia Fondazione Cardinale G. Panico, University of Bari Aldo Moro, Bari, Italy.,Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari Aldo Moro, Bari, Italy
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Lee CY, Cheng SJ, Lin HC, Liao YL, Chen PH. Quality of Life in Patients with Dementia with Lewy Bodies. Behav Neurol 2018; 2018:8320901. [PMID: 30073037 PMCID: PMC6057352 DOI: 10.1155/2018/8320901] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 06/06/2018] [Indexed: 11/17/2022] Open
Abstract
Dementia with Lewy bodies (DLB) is a complex, multisymptom disorder. When making decisions regarding the treatment of DLB, the patient's quality of life (QoL) should always be the main consideration. To our knowledge, this is the first review article focusing on the QoL in DLB patients. We searched the PubMed database using the keywords "quality of life" and "dementia with Lewy bodies." Previously, no specific instrument had been developed for assessing the QoL in DLB patients. Patients with DLB have a decreased QoL compared to patients with Alzheimer's disease, which is reportedly caused by several factors including level of independence in instrumental activities of daily living, whether the patient is living with the caregiver, apathy, delusion, and dysautonomia. The direct effect of visual hallucination, sleep, and movement disorders on the QoL in DLB patients has not been previously studied. The role of cognitive function on the QoL is still controversial. In a randomized controlled study, memantine may improve the QoL in PDD or DLB patients. We concluded that it is important to develop a specific instrument to assess the QoL in DLB patients. Furthermore, there is an urgent need for large clinical trials to identify factors associated with the QoL and how they can be managed.
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Affiliation(s)
- Chuo-Yu Lee
- Department of Neurology, Mackay Memorial Hospital, Taipei, Taiwan
- Graduate Institute of Chemistry, Tamkang University, New Taipei City, Taiwan
- Department of Medicine, Mackay Medical College, New Taipei City, Taiwan
| | - Shih-Jung Cheng
- Department of Neurology, Mackay Memorial Hospital, Taipei, Taiwan
- Department of Medicine, Mackay Medical College, New Taipei City, Taiwan
- Department of Physical Therapy and Assistive Technology, National Yang-Ming University, Taipei, Taiwan
| | - Hui-Chi Lin
- Department of Neurology, Mackay Memorial Hospital, Taipei, Taiwan
| | - Yu-Lu Liao
- Department of Accounting Information, Takming University of Science and Technology, Taipei, Taiwan
| | - Pei-Hao Chen
- Department of Neurology, Mackay Memorial Hospital, Taipei, Taiwan
- Department of Medicine, Mackay Medical College, New Taipei City, Taiwan
- Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan
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