Journal of Alzheimer's disease : JAD最新文献

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Pounding the Pavement: Is the Path to Brain Health Steeper for People Experiencing Greater Socioeconomic Deprivation? 捶打人行道:社会经济条件更差的人通往大脑健康的道路更陡峭吗?
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-16 DOI: 10.3233/jad-240095
T. Chong, Helen Macpherson
{"title":"Pounding the Pavement: Is the Path to Brain Health Steeper for People Experiencing Greater Socioeconomic Deprivation?","authors":"T. Chong, Helen Macpherson","doi":"10.3233/jad-240095","DOIUrl":"https://doi.org/10.3233/jad-240095","url":null,"abstract":"Dementia is a global public health priority. Physical activity has myriad health benefits, including for reducing dementia risk. To increase physical activity, detailed understanding of influencing factors is needed. Socioeconomic deprivation affects many aspects of health and wellbeing. Qualitative research with older people experiencing socioeconomic deprivation is needed to explore barriers and enablers to engaging in physical activity, with the view to co-designing interventions for implementation trials. A whole of society approach is pivotal to improving effectiveness of physical activity interventions for older adults with cognitive impairment, and target support for people experiencing socioeconomic deprivation, to improve their health outcomes.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"6 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140697040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing Quality of Life, Economic Burden, and Independence Across the Alzheimer's Disease Continuum Using Patient-Caregiver Dyad Surveys. 利用患者-护理者双向调查评估阿尔茨海默氏症患者的生活质量、经济负担和独立性。
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-16 DOI: 10.3233/jad-231259
A. A. Tahami Monfared, Artak Khachatryan, Noemi Hummel, Agnieszka Kopiec, Marta Martinez, Raymond Zhang, Quanwu Zhang
{"title":"Assessing Quality of Life, Economic Burden, and Independence Across the Alzheimer's Disease Continuum Using Patient-Caregiver Dyad Surveys.","authors":"A. A. Tahami Monfared, Artak Khachatryan, Noemi Hummel, Agnieszka Kopiec, Marta Martinez, Raymond Zhang, Quanwu Zhang","doi":"10.3233/jad-231259","DOIUrl":"https://doi.org/10.3233/jad-231259","url":null,"abstract":"Background\u0000Alzheimer's disease (AD) and mild cognitive impairment (MCI) have negative quality of life (QoL) and economic impacts on patients and their caregivers and may increase along the disease continuum from MCI to mild, moderate, and severe AD.\u0000\u0000\u0000Objective\u0000To assess how patient and caregiver QoL, indirect and intangible costs are associated with MCI and AD severity.\u0000\u0000\u0000Methods\u0000An on-line survey of physician-identified patient-caregiver dyads living in the United States was conducted from June-October 2022 and included questions to both patients and their caregivers. Dementia Quality of Life Proxy, the Care-related Quality of Life, Work Productivity and Activity Impairment, and Dependence scale were incorporated into the survey. Regression analyses investigated the association between disease severity and QoL and cost outcomes with adjustment for baseline characteristics.\u0000\u0000\u0000Results\u0000One-hundred patient-caregiver dyads were assessed with the survey (MCI, n = 27; mild AD, n = 27; moderate AD, n = 25; severe AD, n = 21). Decreased QoL was found with worsening severity in patients (p < 0.01) and in unpaid (informal) caregivers (n = 79; p = 0.02). Dependence increased with disease severity (p < 0.01). Advanced disease severity was associated with higher costs to employers (p = 0.04), but not with indirect costs to caregivers. Patient and unpaid caregiver intangible costs increased with disease severity (p < 0.01). A significant trend of higher summed costs (indirect costs to caregivers, costs to employers, intangible costs to patients and caregivers) in more severe AD was observed (p < 0.01).\u0000\u0000\u0000Conclusions\u0000Patient QoL and functional independence and unpaid caregiver QoL decrease as AD severity increases. Intangible costs to patients and summed costs increase with disease severity and are highest in severe AD.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"66 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140698535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Histological and Memory Alterations in an Innovative Alzheimer's Disease Animal Model by Vanadium Pentoxide Inhalation. 通过吸入五氧化二钒改变创新型阿尔茨海默病动物模型的组织学和记忆。
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-12 DOI: 10.3233/jad-230818
Claudia Dorado-Martínez, E. Montiel-Flores, J. Ordóñez-Librado, A. Gutierrez-Váldez, Cesar Alfonso Garcia-Caballero, Javier Sánchez-Betancourt, Leonardo Reynoso-Erazo, Rocío Tron-Alvarez, V. Rodríguez-Lara, M. Avila-Costa
{"title":"Histological and Memory Alterations in an Innovative Alzheimer's Disease Animal Model by Vanadium Pentoxide Inhalation.","authors":"Claudia Dorado-Martínez, E. Montiel-Flores, J. Ordóñez-Librado, A. Gutierrez-Váldez, Cesar Alfonso Garcia-Caballero, Javier Sánchez-Betancourt, Leonardo Reynoso-Erazo, Rocío Tron-Alvarez, V. Rodríguez-Lara, M. Avila-Costa","doi":"10.3233/jad-230818","DOIUrl":"https://doi.org/10.3233/jad-230818","url":null,"abstract":"Background\u0000Previous work from our group has shown that chronic exposure to Vanadium pentoxide (V2O5) causes cytoskeletal alterations suggesting that V2O5 can interact with cytoskeletal proteins through polymerization and tyrosine phosphatases inhibition, causing Alzheimer's disease (AD)-like hippocampal cell death.\u0000\u0000\u0000Objective\u0000This work aims to characterize an innovative AD experimental model through chronic V2O5 inhalation, analyzing the spatial memory alterations and the presence of neurofibrillary tangles (NFTs), amyloid-β (Aβ) senile plaques, cerebral amyloid angiopathy, and dendritic spine loss in AD-related brain structures.\u0000\u0000\u0000Methods\u000020 male Wistar rats were divided into control (deionized water) and experimental (0.02 M V2O5 1 h, 3/week for 6 months) groups (n = 10). The T-maze test was used to assess spatial memory once a month. After 6 months, histological alterations of the frontal and entorhinal cortices, CA1, subiculum, and amygdala were analyzed by performing Congo red, Bielschowsky, and Golgi impregnation.\u0000\u0000\u0000Results\u0000Cognitive results in the T-maze showed memory impairment from the third month of V2O5 inhalation. We also noted NFTs, Aβ plaque accumulation in the vascular endothelium and pyramidal neurons, dendritic spine, and neuronal loss in all the analyzed structures, CA1 being the most affected.\u0000\u0000\u0000Conclusions\u0000This model characterizes neurodegenerative changes specific to AD. Our model is compatible with Braak AD stage IV, which represents a moment where it is feasible to propose therapies that have a positive impact on stopping neuronal damage.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"22 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140710952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Alzheimer's Disease in Lebanon: Exploring Genetic and Environmental Risk Factors-A Comprehensive Review. 黎巴嫩的阿尔茨海默病:探索遗传和环境风险因素--全面综述。
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-12 DOI: 10.3233/jad-231432
Mohamad Khaled, Hadi Al-Jamal, L. Tajer, Reem El-Mir
{"title":"Alzheimer's Disease in Lebanon: Exploring Genetic and Environmental Risk Factors-A Comprehensive Review.","authors":"Mohamad Khaled, Hadi Al-Jamal, L. Tajer, Reem El-Mir","doi":"10.3233/jad-231432","DOIUrl":"https://doi.org/10.3233/jad-231432","url":null,"abstract":"Alzheimer's disease (AD) is a neurodegenerative condition that displays a high prevalence in Lebanon causing a local burden in healthcare and socio-economic sectors. Unfortunately, the lack of prevalence studies and clinical trials in Lebanon minimizes the improvement of AD patient health status. In this review, we include over 155 articles to cover the different aspects of AD ranging from mechanisms to possible treatment and management tools. We highlight some important modifiable and non-modifiable risk factors of the disease including genetics, age, cardiovascular diseases, smoking, etc. Finally, we propose a hypothetical genetic synergy model between APOE4 and TREM2 genes which constitutes a potential early diagnostic tool that helps in reducing the risk of AD based on preventative measures decades before cognitive decline. The studies on AD in Lebanon and the Middle East are scarce. This review points out the importance of genetic mapping in the understanding of disease pathology which is crucial for the emergence of novel diagnostic tools. Hence, we establish a rigid basis for further research to identify the most influential genetic and environmental risk factors for the purpose of using more specific diagnostic tools and possibly adopting a local management protocol.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"24 59","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140711631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unveiling New Strategies Facilitating the Implementation of Artificial Intelligence in Neuroimaging for the Early Detection of Alzheimer's Disease. 揭示新策略,促进人工智能在神经成像中的应用,以早期发现阿尔茨海默病。
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-12 DOI: 10.3233/jad-231135
Maudlyn O Etekochay, Amoolya Rao Amaravadhi, Gabriel Villarrubia González, Atanas G. Atanasov, Maima Matin, Mohammad Mofatteh, Harry Wilhelm Steinbusch, Tadele Tesfaye, Domenico Praticò
{"title":"Unveiling New Strategies Facilitating the Implementation of Artificial Intelligence in Neuroimaging for the Early Detection of Alzheimer's Disease.","authors":"Maudlyn O Etekochay, Amoolya Rao Amaravadhi, Gabriel Villarrubia González, Atanas G. Atanasov, Maima Matin, Mohammad Mofatteh, Harry Wilhelm Steinbusch, Tadele Tesfaye, Domenico Praticò","doi":"10.3233/jad-231135","DOIUrl":"https://doi.org/10.3233/jad-231135","url":null,"abstract":"Alzheimer's disease (AD) is a chronic neurodegenerative disorder with a global impact. The past few decades have witnessed significant strides in comprehending the underlying pathophysiological mechanisms and developing diagnostic methodologies for AD, such as neuroimaging approaches. Neuroimaging techniques, including positron emission tomography and magnetic resonance imaging, have revolutionized the field by providing valuable insights into the structural and functional alterations in the brains of individuals with AD. These imaging modalities enable the detection of early biomarkers such as amyloid-β plaques and tau protein tangles, facilitating early and precise diagnosis. Furthermore, the emerging technologies encompassing blood-based biomarkers and neurochemical profiling exhibit promising results in the identification of specific molecular signatures for AD. The integration of machine learning algorithms and artificial intelligence has enhanced the predictive capacity of these diagnostic tools when analyzing complex datasets. In this review article, we will highlight not only some of the most used diagnostic imaging approaches in neurodegeneration research but focus much more on new tools like artificial intelligence, emphasizing their application in the realm of AD. These advancements hold immense potential for early detection and intervention, thereby paving the way for personalized therapeutic strategies and ultimately augmenting the quality of life for individuals affected by AD.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"94 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140709359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sparse Asymmetry in Locus Coeruleus Pathology in Alzheimer's Disease. 阿尔茨海默病灶部病理变化的稀疏不对称性
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-11 DOI: 10.3233/JAD-231328
Elise Beckers, Joost M. Riphagen, Maxime Van Egroo, David A Bennett, Heidi I.L. Jacobs
{"title":"Sparse Asymmetry in Locus Coeruleus Pathology in Alzheimer's Disease.","authors":"Elise Beckers, Joost M. Riphagen, Maxime Van Egroo, David A Bennett, Heidi I.L. Jacobs","doi":"10.3233/JAD-231328","DOIUrl":"https://doi.org/10.3233/JAD-231328","url":null,"abstract":" Tau accumulation in and neurodegeneration of locus coeruleus (LC) neurons is observed in Alzheimer's disease (AD). We investigated whether tangle and neuronal density in the rostral and caudal LC is characterized by an asymmetric pattern in 77 autopsy cases of the Rush Memory and Aging Project. We found left-right equivalence for tangle density across individuals with and without AD pathology. However, neuronal density, particularly in the caudal-rostral axis of the LC, is asymmetric among individuals with AD pathology. Asymmetry in LC neuronal density may signal advanced disease progression and should be considered in AD neuroimaging studies of LC neurodegeneration.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"64 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140713708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Importance of PET Imaging to Understanding Whole-Body Cortisol Metabolism in Alzheimer's Disease. PET 成像对了解阿尔茨海默病全身皮质醇代谢的重要性。
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-11 DOI: 10.3233/JAD-231463
Jason Bini
{"title":"The Importance of PET Imaging to Understanding Whole-Body Cortisol Metabolism in Alzheimer's Disease.","authors":"Jason Bini","doi":"10.3233/JAD-231463","DOIUrl":"https://doi.org/10.3233/JAD-231463","url":null,"abstract":"Excess cortisol is associated with more severe cognitive decline, Alzheimer's disease, and related dementia phenotypes. The intracellular enzyme 11β-HSD1 regenerates active cortisol from inactive cortisone. In this current issue, high regional brain occupancy of Xanamemtrademark, determined by [11C]TARACT PET imaging of 11β-HSD1, in cognitively normal individuals and mild cognitive impartment/Alzheimer's disease (AD) patients is presented. In the future, comprehensive kinetic modeling using arterial sampling for occupancy studies, and whole-body PET imaging of 11β-HSD1 enzyme levels, in combination with stable isotope studies of cortisol metabolism, can provide broad insight into enzyme levels and activity in AD and other relevant diseases.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"103 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140713515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Factors Associated with Lower Social Activity in German Older Adults at Increased Risk of Dementia: A Cross-Sectional Analysis. 德国老年痴呆症高危人群社交活动较少的相关因素:横断面分析
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-06 DOI: 10.3233/jad-231226
M. Buchholz, I. Zöllinger, Jochen René Thyrian, M. Luppa, A. Zülke, J. Döhring, L. Lunden, L. Sanftenberg, C. Brettschneider, D. Czock, T. Frese, J. Gensichen, W. Hoffmann, H. Kaduszkiewicz, Hans-Helmut König, B. Wiese, S. Riedel-Heller, I. Blotenberg
{"title":"Factors Associated with Lower Social Activity in German Older Adults at Increased Risk of Dementia: A Cross-Sectional Analysis.","authors":"M. Buchholz, I. Zöllinger, Jochen René Thyrian, M. Luppa, A. Zülke, J. Döhring, L. Lunden, L. Sanftenberg, C. Brettschneider, D. Czock, T. Frese, J. Gensichen, W. Hoffmann, H. Kaduszkiewicz, Hans-Helmut König, B. Wiese, S. Riedel-Heller, I. Blotenberg","doi":"10.3233/jad-231226","DOIUrl":"https://doi.org/10.3233/jad-231226","url":null,"abstract":"Background\u0000Studies demonstrate associations between low social activity in older adults and cognitive decline. Little has been investigated regarding which factors are associated with low social activity in older adults at increased risk of dementia.\u0000\u0000\u0000Objective\u0000We investigate which sociodemographic, psychological, health-related, and environmental factors are associated with low social activity in older adults at increased risk of dementia. Additionally, we describe the stages of health behavior change, the types of social activities, and the duration of the current level of social activity.\u0000\u0000\u0000Methods\u0000We used baseline data of 1,015 participants from the AgeWell.de trial. We conducted logistic and Poisson regression analyses to investigate factors associated with low social activity. We report descriptive statistics on the stages of change in the sample, the types of social activities most frequently pursued, and the duration of the current level of social activity.\u0000\u0000\u0000Results\u0000Lower income, non-usage of public transport, depressive symptoms, cognitive, mobility, and hearing impairment were negatively associated with social activity. The majority of the sample was in the maintenance stage, followed by the precontemplation stage. The most common social activities were traveling and hobbies with others. Participants have maintained their current level of social activity for several years.\u0000\u0000\u0000Conclusions\u0000We identified a lack of resources (income, transport), depressive symptoms and poorer health (cognitive, mobility and hearing impairment) as barriers to social activity. Interventions promoting social activity in older adults at risk of dementia may specifically target individuals with these risk factors. Low-threshold opportunities for social activity may be particularly beneficial.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"28 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140734645","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Incidence and Risk Factors Epilepsy in Patients with Dementia: A Population-Based Study Using Regional Healthcare Databases in Umbria. 痴呆症患者癫痫的发病率和风险因素:利用翁布里亚地区医疗数据库开展的人口研究。
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-06 DOI: 10.3233/jad-231309
Cinzia Costa, Elena Nardi Cesarini, P. Eusebi, D. Franchini, Paola Casucci, M. De Giorgi, C. Calvello, F. Paolini Paoletti, M. Romoli, Lucilla Parnetti
{"title":"Incidence and Risk Factors Epilepsy in Patients with Dementia: A Population-Based Study Using Regional Healthcare Databases in Umbria.","authors":"Cinzia Costa, Elena Nardi Cesarini, P. Eusebi, D. Franchini, Paola Casucci, M. De Giorgi, C. Calvello, F. Paolini Paoletti, M. Romoli, Lucilla Parnetti","doi":"10.3233/jad-231309","DOIUrl":"https://doi.org/10.3233/jad-231309","url":null,"abstract":"Background\u0000Dementia is prevalent among the elderly, also representing a risk for seizures/epilepsy. Estimations of epilepsy risk in dementia patients are not widely available.\u0000\u0000\u0000Objective\u0000Our research aims to ascertain the incidence of epilepsy and its associated risk factors in subjects with dementia in the Umbria region, based on data from healthcare databases.\u0000\u0000\u0000Methods\u0000In this retrospective study based on the healthcare administrative database of Umbria, we identified all patients diagnosed with dementia from 2013 to 2017, based on ICD-9-CM codes. For epilepsy ascertainment, we used a validated algorithm that required an EEG and the prescription of one or more anti-seizure medications post-dementia diagnosis. A case-control analysis was conducted, matching five non-dementia subjects by gender and age to each dementia patient. Cox proportional hazards models were then utilized in the analysis.\u0000\u0000\u0000Results\u0000We identified 7,314 dementia cases, also including 35,280 age- and sex-matched control subjects. Out of patients with dementia, 148 individuals (2.02%) were diagnosed with epilepsy. We observed a progressive increase in the cumulative incidence of seizures over time, registering 1.45% in the first year following the diagnosis, and rising to 1.96% after three years. Analysis using Cox regression revealed a significant association between the development of epilepsy and dementia (HR = 4.58, 95% CI = 3.67-5.72). Additional risk factors were male gender (HR = 1.35, 95% CI = 1.07-1.69) and a younger age at dementia onset (HR = 1.03, 95% CI = 0.96-0.98).\u0000\u0000\u0000Conclusions\u0000Dementia increases epilepsy risk, especially with early onset and male gender. Clinicians should have a low threshold to suspect seizures in dementia cases.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"42 17","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140733997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clusterization of Behavioral and Psychological Symptoms of Dementia as Assessed by Neuropsychiatric Inventory: A Case Against the Use of Principal Component Analysis. 神经精神症状量表对痴呆症行为和心理症状的聚类分析:反对使用主成分分析法。
Journal of Alzheimer's disease : JAD Pub Date : 2024-04-05 DOI: 10.3233/JAD-231008
Timofey L Galankin, Anton Y Bespalov, Hans Y Moebius
{"title":"Clusterization of Behavioral and Psychological Symptoms of Dementia as Assessed by Neuropsychiatric Inventory: A Case Against the Use of Principal Component Analysis.","authors":"Timofey L Galankin, Anton Y Bespalov, Hans Y Moebius","doi":"10.3233/JAD-231008","DOIUrl":"https://doi.org/10.3233/JAD-231008","url":null,"abstract":"Background\u0000The term Behavioral and Psychological Symptoms of Dementia (BPSD) covers a group of phenomenologically and medically distinct symptoms that rarely occur in isolation. Their therapy represents a major unmet medical need across dementias of different types, including Alzheimer's disease. Understanding of the symptom occurrence and their clusterization can inform clinical drug development and use of existing and future BPSD treatments.\u0000\u0000\u0000Objective\u0000The primary aim of the present study was to investigate the ability of a commonly used principal component analysis to identify BPSD patterns as assessed by Neuropsychiatric Inventory (NPI).\u0000\u0000\u0000Methods\u0000NPI scores from the Aging, Demographics, and Memory Study (ADAMS) were used to characterize reported occurrence of individual symptoms and their combinations. Based on this information, we have designed and conducted a simulation experiment to compare Principal Component analysis (PCA) and zero-inflated PCA (ZI PCA) by their ability to reveal true symptom associations.\u0000\u0000\u0000Results\u0000Exploratory analysis of the ADAMS database revealed overlapping multivariate distributions of NPI symptom scores. Simulation experiments have indicated that PCA and ZI PCA cannot handle data with multiple overlapping patterns. Although the principal component analysis approach is commonly applied to NPI scores, it is at risk to reveal BPSD clusters that are a statistical phenomenon rather than symptom associations occurring in clinical practice.\u0000\u0000\u0000Conclusions\u0000We recommend the thorough characterization of multivariate distributions before subjecting any dataset to Principal Component Analysis.","PeriodicalId":219895,"journal":{"name":"Journal of Alzheimer's disease : JAD","volume":"29 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140739130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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