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García-Roldán E, Arriola-Infante JE, Méndez-Barrio C, Montiel-Herrera F, Mendoza-Vázquez G, Marín-Cabañas AM, Rodrigo-Herrero S, Luque-Tirado A, Sánchez-Arjona MB, Maillet D, Franco-Macías E. Testing Visual Binding by the TMA-93 in People Aged 75 and Over. J Alzheimers Dis 2022; 88:503-512. [DOI: 10.3233/jad-220099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: TMA-93 examines relational binding using images. The test has been proven to be discriminative for diagnosing early Alzheimer’s disease by biomarkers. Norms for this test are available, but the elderly, at high risk for Alzheimer’s disease, have not yet been widely represented. Objective: To extend normative data on the TMA-93 for people aged 75 and over. Methods: An extension of the Spanish TMA-93 normative study was undertaken. Only cognitively unimpaired people aged 75 and over were included. Age, gender, and educational attainment were registered as socio-demographic variables. Using histograms analysis, median comparisons, and linear regression analysis, we selected variables that demonstrated influence on TMA-93 total scores and provided percentile-base reference data according to combinations of those variables. Results: We included 431 new participants, resulting in a total sample of 657 individuals (median age = 78, interquartile range = 76–81, range = 75–93). Percentile-base reference data stratified by a combination of age ranges (75–79, n = 428; and ≥80 years, n = 229), and educational attainment (< first grade, n = 253; first grade, n = 209; > first grade, n = 195) revealed that participants achieved a minimum TMA-93 total score of 26/30 at the 50th-percentile regardless of stratum. At the 10th-percentile, a maximum of 24/30 was achieved in the more educated stratum contrasting with a minimum of 19/30 in the less educated stratum. Conclusion: Although mitigated by lower levels of education, performance on the TMA-93 is widely preserved in cognitively unimpaired people aged 75 and over. The test could facilitate the screening of elderly patients with memory complaints.
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Affiliation(s)
- Ernesto García-Roldán
- Unidad de Memoria, Servicio de Neurología, Hospital Universitario Virgen del Rocío, Seville, Spain
| | | | - Carlota Méndez-Barrio
- Unidad de Memoria, Servicio de Neurología, Hospital Universitario Juan Ramón Jiménez, Huelva, Spain
| | - Fátima Montiel-Herrera
- Unidad de Memoria, Servicio de Neurología, Hospital Universitario Virgen del Rocío, Seville, Spain
| | - Gonzalo Mendoza-Vázquez
- Unidad de Memoria, Servicio de Neurología, Hospital Universitario Juan Ramón Jiménez, Huelva, Spain
| | - Alba Marta Marín-Cabañas
- Unidad de Memoria, Servicio de Neurología, Hospital Universitario Virgen del Rocío, Seville, Spain
| | - Silvia Rodrigo-Herrero
- Unidad de Memoria, Servicio de Neurología, Hospital Universitario Juan Ramón Jiménez, Huelva, Spain
| | - Andrea Luque-Tirado
- Unidad de Memoria, Servicio de Neurología, Hospital Universitario Virgen del Rocío, Seville, Spain
| | | | - Didier Maillet
- Service de Neurologie, Hôpital Saint-Louis (AP-HP), Paris, France
| | - Emilio Franco-Macías
- Unidad de Memoria, Servicio de Neurología, Hospital Universitario Virgen del Rocío, Seville, Spain
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Evaluation of Available Cognitive Tools Used to Measure Mild Cognitive Decline: A Scoping Review. Nutrients 2021; 13:nu13113974. [PMID: 34836228 PMCID: PMC8623828 DOI: 10.3390/nu13113974] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 10/28/2021] [Accepted: 10/29/2021] [Indexed: 11/17/2022] Open
Abstract
Cognitive decline is a broad syndrome ranging from non-pathological/age-associated cognitive decline to pathological dementia. Mild cognitive impairment MCI) is defined as the stage of cognition that falls between normal ageing and dementia. Studies have found that early lifestyle interventions for MCI may delay its pathological progression. Hence, this review aims to determine the most efficient cognitive tools to discriminate mild cognitive decline in its early stages. After a systematic search of five online databases, a total of 52 different cognitive tools were identified. The performance of each tool was assessed by its psychometric properties, administration time and delivery method. The Montreal Cognitive Assessment (MoCA, n = 15), the Mini-Mental State Examination (MMSE, n = 14) and the Clock Drawing Test (CDT, n = 4) were most frequently cited in the literature. The preferable tools with all-round performance are the Six-item Cognitive Impairment Test (6CIT), MoCA (with the cut-offs of ≤24/22/19/15.5), MMSE (with the cut-off of ≤26) and the Hong Kong Brief Cognitive Test (HKBC). In addition, SAGE is recommended for a self-completed survey setting whilst a 4-point CDT is quick and easy to be added into other cognitive assessments. However, most tools were affected by age and education levels. Furthermore, optimal cut-off points need to be cautiously chosen while screening for MCI among different populations.
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Sun H, Wang A, Wang W, Liu C. An Improved Deep Residual Network Prediction Model for the Early Diagnosis of Alzheimer's Disease. SENSORS (BASEL, SWITZERLAND) 2021; 21:4182. [PMID: 34207145 PMCID: PMC8235495 DOI: 10.3390/s21124182] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 06/14/2021] [Accepted: 06/16/2021] [Indexed: 12/16/2022]
Abstract
The early diagnosis of Alzheimer's disease (AD) can allow patients to take preventive measures before irreversible brain damage occurs. It can be seen from cross-sectional imaging studies of AD that the features of the lesion areas in AD patients, as observed by magnetic resonance imaging (MRI), show significant variation, and these features are distributed throughout the image space. Since the convolutional layer of the general convolutional neural network (CNN) cannot satisfactorily extract long-distance correlation in the feature space, a deep residual network (ResNet) model, based on spatial transformer networks (STN) and the non-local attention mechanism, is proposed in this study for the early diagnosis of AD. In this ResNet model, a new Mish activation function is selected in the ResNet-50 backbone to replace the Relu function, STN is introduced between the input layer and the improved ResNet-50 backbone, and a non-local attention mechanism is introduced between the fourth and the fifth stages of the improved ResNet-50 backbone. This ResNet model can extract more information from the layers by deepening the network structure through deep ResNet. The introduced STN can transform the spatial information in MRI images of Alzheimer's patients into another space and retain the key information. The introduced non-local attention mechanism can find the relationship between the lesion areas and normal areas in the feature space. This model can solve the problem of local information loss in traditional CNN and can extract the long-distance correlation in feature space. The proposed method was validated using the ADNI (Alzheimer's disease neuroimaging initiative) experimental dataset, and compared with several models. The experimental results show that the classification accuracy of the algorithm proposed in this study can reach 97.1%, the macro precision can reach 95.5%, the macro recall can reach 95.3%, and the macro F1 value can reach 95.4%. The proposed model is more effective than other algorithms.
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Affiliation(s)
- Haijing Sun
- College of Information Science and Engineering, Northeastern University, Shenyang 110819, China; (H.S.); (W.W.); (C.L.)
- College of Information Engineering, Shenyang University, Shenyang 110044, China
| | - Anna Wang
- College of Information Science and Engineering, Northeastern University, Shenyang 110819, China; (H.S.); (W.W.); (C.L.)
| | - Wenhui Wang
- College of Information Science and Engineering, Northeastern University, Shenyang 110819, China; (H.S.); (W.W.); (C.L.)
| | - Chen Liu
- College of Information Science and Engineering, Northeastern University, Shenyang 110819, China; (H.S.); (W.W.); (C.L.)
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Burke SL, Grudzien A, Burgess A, Rodriguez MJ, Rivera Y, Loewenstein D. The Utility of Cognitive Screeners in the Detection of Dementia Spectrum Disorders in Spanish-Speaking Populations. J Geriatr Psychiatry Neurol 2021; 34:102-118. [PMID: 32314661 PMCID: PMC10034718 DOI: 10.1177/0891988720915513] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Increasing rates of dementia spectrum disorders among Spanish-speaking geriatric populations necessitate the development of culturally appropriate cognitive screening tests that can identify neurodegenerative disorders in their earliest stages when emerging disease-modifying treatments are most likely to be effective. This scoping review identified 26 brief Spanish language cognitive screening tools (<20 minutes) by searching academic databases using a combination of search terms. Results suggest that the Mini-Mental Status Examination and Montreal Cognitive Assessment appear to be less valid than other screeners. Instruments such as the 7-Minute Screen and Mini-Cog evidence higher classification rates of dementia, while Phototest detected mild cognitive impairment at higher rates more consistently than other screeners. Different sensitivity and specificity outcomes and cutoffs were observed when the same cognitive screener was evaluated in different countries. Results indicate that it is imperative to increase nation-specific validation and normative data for these instruments to best serve diverse populations.
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Affiliation(s)
- Shanna L. Burke
- School of Social Work, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL, USA
| | - Adrienne Grudzien
- School of Social Work, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL, USA
| | - Aaron Burgess
- School of Social Work, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL, USA
| | | | | | - David Loewenstein
- Department of Psychiatry and Behavioral Sciences, Miller School of Medicine, University of Miami, University of Miami Center on Aging, Miami, FL, USA
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Custodio N, Duque L, Montesinos R, Alva-Diaz C, Mellado M, Slachevsky A. Systematic Review of the Diagnostic Validity of Brief Cognitive Screenings for Early Dementia Detection in Spanish-Speaking Adults in Latin America. Front Aging Neurosci 2020; 12:270. [PMID: 33101004 PMCID: PMC7500065 DOI: 10.3389/fnagi.2020.00270] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 08/04/2020] [Indexed: 12/25/2022] Open
Abstract
Objectives: The aim of this study was to evaluate the validity of brief cognitive screening (BCS) tools designed to diagnose mild cognitive impairment (MCI) or dementia in Spanish-speaking individuals over the age of 50 years from Latin America (LA). Methods: A systematic search of titles and abstracts in Medline, Biomed Central, Embase, Scopus, Scirus, PsycINFO, LILACS, and SciELO was conducted. Inclusion criteria were papers written in English or Spanish involving samples from Spanish-speaking Latin American individuals published until 2018. Standard procedures were applied for reviewing the literature. The data related to the study sample, methodology, and procedures applied, as well as the performance obtained with the corresponding BCS, were collected and systematized. Results: Thirteen of 211 articles met the inclusion criteria. The studies primarily involved memory clinic-based samples, with the exception of two studies from an adult day-care center, one from a primary care clinic, and one from a community-based sample. All the studies originated from five of the 20 countries of LA and all used standardized diagnostic criteria for the diagnosis of dementia and MCI; however, the diagnostic protocols applied differed. Most studies reported samples with an average of 10 years of education and only one reported a sample with an average of <5 years of education. No publication to date has included an illiterate population. Although the Montreal cognitive assessment (MoCA) is the most widely-used BCS tool in LA, it is significantly influenced by education level. Conclusions: Although evidence is still limited, the findings from studies on LA populations suggest that MoCA requires cultural adaptations and different cutoff points according to education level. Moreover, the diagnostic validity of the INECO frontal screening (IFS) test should be evaluated in populations with a low level of education. Given the heterogeneity that exists in the levels of education in LA, more studies involving illiterate and indigenous populations are required.
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Affiliation(s)
- Nilton Custodio
- Research Unit, Instituto Peruano de Neurociencias, Lima, Peru.,Cognitive Decline and Dementia Diagnostic and Prevention Services Unit, Instituto Peruano de Neurociencias, Lima, Peru.,Neurology Department, Instituto Peruano de Neurociencias, Lima, Peru
| | | | - Rosa Montesinos
- Research Unit, Instituto Peruano de Neurociencias, Lima, Peru.,Cognitive Decline and Dementia Diagnostic and Prevention Services Unit, Instituto Peruano de Neurociencias, Lima, Peru
| | - Carlos Alva-Diaz
- Facultad de Ciencias de la Salud, Universidad Científica del Sur, Lima, Peru
| | - Martin Mellado
- Neuropsychology and Clinical Neuroscience Laboratory (LANNEC), Physiopathology Department, ICBM, Neurosciences and East Neuroscience Departments, University of Chile School of Medicine, Santiago, Chile
| | - Andrea Slachevsky
- Neuropsychology and Clinical Neuroscience Laboratory (LANNEC), Physiopathology Department, ICBM, Neurosciences and East Neuroscience Departments, University of Chile School of Medicine, Santiago, Chile.,Geroscience Center for Brain Health and Metabolism (GERO), University of Chile School of Medicine, Santiago, Chile.,Memory and Neuropsychiatric Clinic (CMYN), Neurology Department, Del Salvador Hospital and University of Chile School of Medicine, Santiago, Chile.,Neurology Unit, Department of Medicine, Alemana Clinic, Universidad del Desarrollo, Santiago, Chile
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Validation of the Chinese version of the memory binding test for distinguishing amnestic mild cognitive impairment from cognitively normal elderly individuals. Int Psychogeriatr 2019; 31:1721-1730. [PMID: 31658921 DOI: 10.1017/s1041610219001649] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Episodic memory starts to decline very early in the development of Alzheimer's disease (AD). Subtle impairments in memory binding may be detected in mild cognitive impairment (MCI). This study aims to examine the psychometric properties of the Chinese version of the memory binding test (MBT). METHODS One hundred and sixty-four subjects (26 individuals with AD, 67 individuals with amnestic MCI (aMCI), 30 individuals with subjective cognitive impairment (SCI), and 41 cognitively normal elderly individuals (NC)) participated in the study. Twenty-two subjects repeated the assessment of the MBT within 6 weeks (± 2 weeks). Pearson correlation was used to calculate the convergent validity. The test--retest reliability was determined by the calculation of the intraclass correlation coefficient (ICC). Discriminative validity was calculated to evaluate the receiver-operating characteristic curves. The optimal index was chosen by comparing the area under the curve for specificity and sensitivity ≥ 0.80. The optimal cutoff score of the index was chosen to maximize the sum of sensitivity and specificity. RESULTS The absolute value of the convergent validity of the direct indexes of MBT ranged from 0.443 to 0.684. The ICC for each of direct indexes was 0.887-0.958. Total delayed paired recall (TDPR) was the optimal index for discriminating aMCI from NC. The cutoff score for TDPR was ≤25 to distinguish aMCI from NC (sensitivity = 0.896, specificity = 0.707). CONCLUSION The Chinese version of MBT is a valid and reliable instrument to detect MCI.
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Burke SL, Naseh M, Rodriguez MJ, Burgess A, Loewenstein D. Dementia-Related Neuropsychological Testing Considerations in Non-Hispanic White and Latino/Hispanic Populations. PSYCHOLOGY & NEUROSCIENCE 2019; 12:144-168. [PMID: 31649798 PMCID: PMC6812579 DOI: 10.1037/pne0000163] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Hispanic individuals are at greater risk for health disparities, less than optimal health care, and are diagnosed at later stages of cognitive impairment than white non-Hispanics. Acculturation and different attitudes toward test-taking may result in decrements in performance, especially on unfamiliar measures that emphasize speed and accuracy. Non-Hispanic individuals often outperform Hispanic individuals on cognitive and neuropsychological measures in community and clinical populations. Current neuropsychological testing may not provide accurate data related to monolingual and bilingual individuals of Hispanic descent. Testing instruments were identified by searching academic databases using combinations of relevant search terms. Neuropsychological instruments were included if they were designed to detect cognitive impairment, had an administration time of less than 45 minutes, and were available in English. Validity studies were required to employ gold standard comparison diagnostic criteria. Twenty-nine instruments were evaluated in dementia staging, global cognition, memory, memory and visual abilities, working memory and attention, verbal learning and memory, recall, language, premorbid intelligence, literacy/cognitive reserve, visuospatial, attention, problem-solving, problem solving and perception, functional assessment, and mood/daily functioning domains. Spanish-language neuropsychological instruments need to be made widely available and existing instruments to be normed in Spanish to best serve and assess diverse populations. Psychometric data were reported for neuropsychological instruments, which may be administered to Hispanic older adults presenting for evaluation related to dementia-spectrum disorders. This is one of the few reviews to provide an overview of the sensitivity and specificity of available Spanish translated neuropsychological instruments.
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Affiliation(s)
- Shanna L Burke
- Robert Stempel College of Public Health and Social Work, School of Social Work, Florida International University
| | - Mitra Naseh
- Robert Stempel College of Public Health and Social Work, School of Social Work, Florida International University
| | | | - Aaron Burgess
- Robert Stempel College of Public Health and Social Work, School of Social Work, Florida International University
| | - David Loewenstein
- Center on Aging as the Center for Cognitive Neuroscience and Aging and Department of Psychiatry and Behavioral Sciences, Miller School of Medicine, University of Miami
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Chan JYC, Kwong JSW, Wong A, Kwok TCY, Tsoi KKF. Comparison of Computerized and Paper-and-Pencil Memory Tests in Detection of Mild Cognitive Impairment and Dementia: A Systematic Review and Meta-analysis of Diagnostic Studies. J Am Med Dir Assoc 2018; 19:748-756.e5. [PMID: 29921507 DOI: 10.1016/j.jamda.2018.05.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 05/08/2018] [Accepted: 05/12/2018] [Indexed: 10/28/2022]
Abstract
OBJECTIVES To compare the diagnostic performance of computerized and paper-and-pencil memory tests in detection of mild cognitive impairment (MCI) and dementia. DESIGN Diagnostic studies comparing computerized or paper-and-pencil memory tests with the standard diagnostic criterion for MCI or dementia were identified from OVID databases. The primary outcome was the diagnostic performance of memory tests for detection of MCI, and detection of dementia was the secondary outcome. Risk of bias and reporting quality in included studies was assessed. SETTING AND PARTICIPANTS Participants with MCI and dementia in any kind of setting. MEASURES Bivariate random-effects models were used to combine the diagnostic performance of memory tests and presented with a summary receiver-operating characteristic curve. RESULTS A total of 58 studies with 18,450 participants with mean age ranging from 55 to 84 years were included. For the verbal memory tests on patients with MCI, computerized tests showed diagnostic accuracy of 0.89 sensitivity (95% confidence interval [CI] 0.69-0.97) and 0.82 specificity (95% CI 0.70-0.90), whereas paper-and-pencil tests showed diagnostic accuracy of 0.86 sensitivity (95% CI 0.82-0.90) and 0.82 specificity (95% CI 0.76-0.86). For the visual memory tests on MCI patients, computerized tests showed diagnostic accuracy of 0.79 sensitivity (95% CI 0.71-0.84) and 0.80 specificity (95% CI 0.71-0.86), whereas paper-and-pencil tests showed diagnostic accuracy of 0.80 sensitivity (95% CI 0.67-0.89) and 0.68 specificity (95% CI 0.51-0.81). The findings were also comparable to those with dementia. CONCLUSIONS/IMPLICATIONS Both verbal and visual computerized memory tests showed comparable diagnostic performance to the paper-and-pencil tests. Computerized cognitive tests show a great potential to use as an alternative to paper-and-pencil tests. When the records can be digitalized, long-term monitoring of cognitive function will be feasible for better management of dementia.
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Affiliation(s)
- Joyce Y C Chan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Joey S W Kwong
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong
| | - Adrian Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Timothy C Y Kwok
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Kelvin K F Tsoi
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong; Stanley Ho Big Data Decision Analytics Research Centre, The Chinese University of Hong Kong, Hong Kong.
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Recalling feature bindings differentiates Alzheimer’s disease from frontotemporal dementia. J Neurol 2017; 264:2162-2169. [DOI: 10.1007/s00415-017-8614-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Revised: 09/01/2017] [Accepted: 09/04/2017] [Indexed: 12/26/2022]
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