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Marois É, Belleville S, Potvin O, Macoir J, Hudon C. Normative data for the story recall subtest of the BEM-144 in the Quebec-French population aged 50 years and over. APPLIED NEUROPSYCHOLOGY. ADULT 2025; 32:54-59. [PMID: 36409477 DOI: 10.1080/23279095.2022.2147432] [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: 11/23/2022]
Abstract
OBJECTIVE The story recall subtest of the Batterie d'Efficience Mnésique (BEM-144) is a verbal episodic memory test that assesses immediate and episodic memory. Variables such as age, sex, and education level can impact performance on this type of memory test, as can cultural differences. Therefore, the purpose of this study was to establish normative data for the story recall subtest of the BEM-144 in the elderly French-Quebec population. METHOD The normative sample consisted of 260 healthy individuals aged 50-90 years, all from the province of Quebec, Canada. Analyses were performed to estimate the association between age, sex, and education level on one hand, and immediate and delayed recall performance, on the other hand. RESULTS The results show that all sociodemographic variables are significantly associated with story recall performance. Normative data are proposed in the form of regression equations. CONCLUSIONS Overall, these norms will be beneficial for the evaluation and detection of episodic memory impairment in middle-aged and older adults.
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Affiliation(s)
- Élodie Marois
- École de psychologie, Université Laval, Québec, Canada
| | - Sylvie Belleville
- Centre de recherche de l'Institut universitaire de gériatrie de Montréal, Montréal, Canada
- Département de psychologie, Université de Montréal, Montréal, Canada
| | | | - Joël Macoir
- Centre de recherche CERVO, Québec, Canada
- Département de réadaptation, Université Laval, Québec, Canada
| | - Carol Hudon
- École de psychologie, Université Laval, Québec, Canada
- Centre de recherche CERVO, Québec, Canada
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Martinez D. Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behav Res Methods 2024; 56:8362-8378. [PMID: 39112741 DOI: 10.3758/s13428-024-02480-7] [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] [Accepted: 07/16/2024] [Indexed: 11/01/2024]
Abstract
Story recall is an episodic memory paradigm that is popular among researchers interested in the effects of aging, disease, and/or injury on memory functioning; it is less popular among individual-differences researchers studying neurotypical young adults. One reason differential psychologists may favor other episodic memory paradigms is that the prospect of scoring story recall is daunting, as it typically requires manually scoring hundreds or thousands of freely recalled narratives. In this study, I investigated two questions related to scoring story recall for individual differences research. First, whether there is anything to gain by scoring story recall for memory of central and peripheral details or if a single score is sufficient. Second, I investigated whether scoring can be automated using computational methods - namely, BERTScore and GPT-4. A total of 235 individuals participated in this study. At the latent variable level, central and peripheral factors were highly correlated (r = .99), and the two factors correlated with external factors (viz., fluid intelligence, crystallized intelligence, and working memory capacity) similarly. Regarding automated scoring, both BERTScore and GPT-4 derived scores were strongly correlated with manually derived scores (r ≥ .97); additionally, factors estimated from the various scoring methods all showed a similar pattern of correlations with the external factors. Thus, differential psychologists may be able to streamline scoring by disregarding detail type and by using automated approaches. Further research is needed, particularly of the automated approaches, as both BERTScore and GPT-4 derived scores were occasionally leptokurtic while manual scores were not.
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Ma J, Li R, Zhang W, Huang L, Wang X, He Y, Jin S, Liu M, Wang J, Xiao W, Xie Z, Lu Z, Nie Z, Li Y. Comparative analysis of sensitivity and specificity of computer-aided cognitive test in screening mild cognitive impairment patients and test of reliability and validity. APPLIED NEUROPSYCHOLOGY. ADULT 2024; 31:1391-1397. [PMID: 36219578 DOI: 10.1080/23279095.2022.2130317] [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: 11/07/2022]
Abstract
OBJECTIVES To evaluate the reliability and validity of the computer-aided cognitive test (CACT). METHODS 219 Subjects of Tongji Hospital's Brain Health cohort (115 cases of Mild Cognitive Impairment (MCI) patients and 104 cases of normal controls) were enrolled, of which 24 cases received a retest after 2 weeks. Finally, the reliability and validity of the scale were tested and analyzed. RESULTS (1) Reliability: (a) the internal consistency reliability of the total score of the scale was 0.645; (b) the retest reliability correlation coefficient of the total score of the scale was 0.900; (c) the Guttman Split-Half coefficient was 0.631; (2) Validity: (a) construct validity analysis showed that the correlation coefficient between each section score was between 0.036 and 0.408, and the correlation coefficient between each section score and the total score was between 0.468 and 0.781; (b) criterion validity analysis showed that the correlation coefficient between the total score of CACT and that of the Mini Mental State Examination (MMSE) was 0.733, and the coefficient between the total score of CACT and that of the basic version of the Montreal Cognitive Assessment (MoCA) was 0.763; (c) the area under the ROC curve of the CACT to distinguish between MCI patients and controls was 0.920, with an optimal diagnostic threshold of 20, a sensitivity of 88.5%, and a specificity of 80.9%. CONCLUSION The CACT is little influenced by education level. It has good reliability and validity, which can be used for early clinical screening of cognitive dysfunction.
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Affiliation(s)
- Jing Ma
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Renren Li
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Wei Zhang
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lihe Huang
- School of Foreign Languages, Research Center for Ageing, Language and Care, Tongji University, Shanghai, China
| | - Xing Wang
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yusheng He
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shasha Jin
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Meng Liu
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jiequn Wang
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Weixin Xiao
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zengmai Xie
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zheng Lu
- Department of Psychiatry, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zhiyu Nie
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yunxia Li
- Department of Neurology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
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Wilson SC, Teghipco A, Sayers S, Newman-Norlund R, Newman-Norlund S, Fridriksson J. Story Recall in Peer Conflict Resolution Discourse Task to Identify Older Adults Testing Within Range of Cognitive Impairment. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2024:1-17. [PMID: 39173074 DOI: 10.1044/2024_ajslp-24-00005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/24/2024]
Abstract
PURPOSE The current study used behavioral measures of discourse complexity and story recall accuracy in an expository discourse task to distinguish older adults testing within range of cognitive impairment according to a standardized cognitive screening tool in a sample of self-reported healthy older adults. METHOD Seventy-three older adults who self-identified as healthy completed an expository discourse task and neuropsychological screener. Discourse data were used to classify participants testing within range of cognitive impairment using multiple machine learning algorithms and stability analysis for identifying reliably predictive features in an effort to maximize prediction accuracy. We hypothesized that a higher rate of pronoun use and lower scores on story recall would best classify older adults testing within range of cognitive impairment. RESULTS The highest classification accuracy exploited a single variable in a remarkably intuitive way: using 66% story recall as a cutoff for cognitive impairment. Forcing this decision tree model to use more features or increasing its complexity did not improve accuracy. Permutation testing confirmed that the 77% accuracy and 0.18 Brier skill score achieved by the model were statistically significant (p < .00001). CONCLUSIONS These results suggest that expository discourse tasks that place demands on executive functions, such as working memory, can be used to identify aging adults who test within range of cognitive impairment. Accurate representation of story elements in working memory is critical for coherent discourse. Our simple yet highly accurate predictive model of expository discourse provides a promising assessment for easy identification of cognitive impairment in older adults. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.26543824.
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Affiliation(s)
- Sarah C Wilson
- Linguistics Program, University of South Carolina, Columbia
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia
| | - Alex Teghipco
- Department of Psychology, University of South Carolina, Columbia
| | - Sara Sayers
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia
| | | | - Sarah Newman-Norlund
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia
| | - Julius Fridriksson
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia
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Han JS, Ryu SM, Lim YH, Kim AR, Jung TD. Is the Korean Mini-Mental State Examination (K-MMSE) Useful in Evaluating the Cognitive Function of Brain Injury Patients?: Through Correlation Analysis With Computerized Neurocognitive Test (CNT). BRAIN & NEUROREHABILITATION 2024; 17:e13. [PMID: 39113919 PMCID: PMC11300958 DOI: 10.12786/bn.2024.17.e13] [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: 01/28/2024] [Revised: 04/29/2024] [Accepted: 06/09/2024] [Indexed: 08/10/2024] Open
Abstract
Patients with brain injury often experience accompanying disabilities that can make it challenging for them to use tools or perform complex tests. Therefore, Korean Mini-Mental State Examination (K-MMSE) is widely used in clinical practice as an alternative to the computerized neurocognitive test (CNT) or Wechsler Adult Intelligence Scale tests to assess cognitive function in these individuals. This study aimed to investigate the correlation between the K-MMSE and CNT in brain injury patients to evaluate the and clinical usefulness of K-MMSE. A total of 120 patients were assessed using both tests, and a significant correlation was observed between the total scores of K-MMSE and CNT. The orientation component of K-MMSE was significantly correlated with CNT components, indicating that individuals who perform well on orientation tasks are likely to have better cognitive abilities overall. While K-MMSE has limitations in evaluating specific cognitive domains, it is a useful tool in clinical practice for evaluating cognitive impairment, especially in patients who have difficulty using more complex cognitive tests.
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Affiliation(s)
- Jun-Sang Han
- Department of Rehabilitation Medicine, Kyungpook National University Hospital, Daegu, Korea
| | - Seong-Mun Ryu
- Department of Rehabilitation Medicine, Kyungpook National University Hospital, Daegu, Korea
| | - Young-Hwan Lim
- Department of Rehabilitation Medicine, Kyungpook National University Hospital, Daegu, Korea
| | - Ae-Ryoung Kim
- Department of Rehabilitation Medicine, Kyungpook National University Hospital, Daegu, Korea
- Department of Rehabilitation Medicine, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Tae-Du Jung
- Department of Rehabilitation Medicine, School of Medicine, Kyungpook National University, Daegu, Korea
- Department of Rehabilitation Medicine, Kyungpook National University Chilgok Hospital, Daegu, Korea
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Possemis N, ter Huurne D, Banning L, Gruters A, Van Asbroeck S, König A, Linz N, Tröger J, Langel K, Blokland A, Prickaerts J, de Vugt M, Verhey F, Ramakers I. The Reliability and Clinical Validation of Automatically-Derived Verbal Memory Features of the Verbal Learning Test in Early Diagnostics of Cognitive Impairment. J Alzheimers Dis 2024; 97:179-191. [PMID: 38108348 PMCID: PMC10789344 DOI: 10.3233/jad-230608] [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: 10/10/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND Previous research has shown that verbal memory accurately measures cognitive decline in the early phases of neurocognitive impairment. Automatic speech recognition from the verbal learning task (VLT) can potentially be used to differentiate between people with and without cognitive impairment. OBJECTIVE Investigate whether automatic speech recognition (ASR) of the VLT is reliable and able to differentiate between subjective cognitive decline (SCD) and mild cognitive impairment (MCI). METHODS The VLT was recorded and processed via a mobile application. Following, verbal memory features were automatically extracted. The diagnostic performance of the automatically derived features was investigated by training machine learning classifiers to distinguish between participants with SCD versus MCI/dementia. RESULTS The ICC for inter-rater reliability between the clinical and automatically derived features was 0.87 for the total immediate recall and 0.94 for the delayed recall. The full model including the total immediate recall, delayed recall, recognition count, and the novel verbal memory features had an AUC of 0.79 for distinguishing between participants with SCD versus MCI/dementia. The ten best differentiating VLT features correlated low to moderate with other cognitive tests such as logical memory tasks, semantic verbal fluency, and executive functioning. CONCLUSIONS The VLT with automatically derived verbal memory features showed in general high agreement with the clinical scoring and distinguished well between SCD and MCI/dementia participants. This might be of added value in screening for cognitive impairment.
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Affiliation(s)
- Nina Possemis
- Alzheimer Centre Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Daphne ter Huurne
- Alzheimer Centre Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Leonie Banning
- Maastricht University Medical Centre+ (MUMC+), Department of Psychiatry & Psychology, Maastricht, The Netherlands
| | | | - Stephanie Van Asbroeck
- Alzheimer Centre Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Alexandra König
- National Institute for Research in Computer Science and Automation (INRIA), Valbonne, Sophia Antipolis, France
- ki:elements, Saarbrücken, Germany
| | | | | | - Kai Langel
- Janssen Clinical Innovation, Beerse, Belgium
| | - Arjan Blokland
- Faculty of Psychology and Neuroscience, Department of Neuropsychology & Psychopharmacology, EURON, Maastricht University, Maastricht, The Netherlands
| | - Jos Prickaerts
- School for Mental Health and Neuroscience, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands
| | - Marjolein de Vugt
- Alzheimer Centre Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Maastricht University Medical Centre+ (MUMC+), Department of Psychiatry & Psychology, Maastricht, The Netherlands
| | - Frans Verhey
- Alzheimer Centre Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Maastricht University Medical Centre+ (MUMC+), Department of Psychiatry & Psychology, Maastricht, The Netherlands
| | - Inez Ramakers
- Alzheimer Centre Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Maastricht University Medical Centre+ (MUMC+), Department of Psychiatry & Psychology, Maastricht, The Netherlands
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Luque-Tirado A, Montiel-Herrera F, Maestre-Bravo R, Barril-Aller C, García-Roldán E, Arriola-Infante JE, Sánchez-Arjona MB, Rodrigo-Herrero S, Vargas-Romero JP, Franco-Macías E. Norms for the Triana Test: A Story Recall Test Based on Emotional Material. J Alzheimers Dis Rep 2023; 7:1179-1186. [PMID: 38025796 PMCID: PMC10657724 DOI: 10.3233/adr-230096] [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: 08/09/2023] [Accepted: 10/07/2023] [Indexed: 12/01/2023] Open
Abstract
Background The "Triana Test" is a novel story recall test based on emotional material with demonstrated accuracy in diagnosing mild cognitive impairment patients. Objective This study aims to obtain normative data for the "Triana Test". Methods A normative study was conducted at a university hospital in Spain. Partners of patients were systematically recruited if eligible (age ≥50, no memory complaints, and a total TMA-93 score at or above the 10th percentile). The "Triana Test" was administered and scored. For developing the normative data, a regression-based method was followed. Results The final sample included 362 participants (median age = 66, range = 50-88; 64.9% females). A model including age and educational level better predicted the total scores. Combinations of these variables resulted in different 10th percentile scores. Conclusions Norms for using the "Triana Test" are now available. The provided cutoffs for the 10th percentile will aid in the diagnosis of prodromal Alzheimer's disease.
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Nester CO, Qin J, Wang C, Katz MJ, Lipton RB, Rabin LA. Concordance Between Logical Memory and Craft Story 21 in Community-Dwelling Older Adults: The Role of Demographic Factors And Cognitive Status. Arch Clin Neuropsychol 2023; 38:1091-1105. [PMID: 36533453 PMCID: PMC11004933 DOI: 10.1093/arclin/acac102] [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] [Accepted: 11/20/2022] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE Episodic memory loss, a hallmark symptom of Alzheimer's Disease, is frequently quantified by story memory performance. The National Alzheimer's Coordinating Center Uniform Data Set Neuropsychological Battery (UDSNB) replaced Logical Memory with Craft Story 21 in UDSNB Version 3. The concordance between these story memory tasks is poorly characterized in demographically diverse older adults, possibly jeopardizing the integrity of longitudinal data in aging cohorts. METHOD Einstein Aging Study participants (n = 298; Mage = 76.6; Meducation = 15; 66.4% women; 43.3% Non-Hispanic White) completed UDSNB measures, including Craft Story and Logical Memory. Classification as normal cognition (n = 206) or mild cognitive impairment (n = 90) was based on Jak/Bondi criteria. Analyses included correlations, linear regression, and equipercentile equating methods to characterize the relationship between Logical Memory and Craft Story. Multivariate linear mixed effects models explored the association of covariates and practice effects over follow-up, stratified by cognitive status and race/ethnicity. RESULTS Immediate (r = 0.54) and delayed (r = 0.56) versions of Logical Memory and Craft Story were moderately correlated. Age, education, depression, and female sex were associated with Logical Memory, while age, education, cognitive status, and male sex were associated with Craft Story. Significant differential effects of sex on story memory were observed. CONCLUSIONS We demonstrated that Logical Memory and Craft Story may be used largely interchangeably; however, memory may be enhanced for stories with a protagonist of the same sex as the participant. Craft Story was somewhat more associated with mild cognitive impairment in the overall sample, but especially in non-Hispanic Black participants. We discuss how results inform test selection considerations.
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Affiliation(s)
- Caroline O Nester
- Department of Psychology, Queens College, City University of New York (CUNY), Queens, NY, USA
- Department of Psychology, Brooklyn College, City University of New York (CUNY), Brooklyn, NY, USA
- Department of Psychology, The Graduate Center, City University of New York (CUNY), New York, NY, USA
| | - Jiyue Qin
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Cuiling Wang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
- Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Mindy J Katz
- Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Richard B Lipton
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
- Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Laura A Rabin
- Department of Psychology, Brooklyn College, City University of New York (CUNY), Brooklyn, NY, USA
- Department of Psychology, The Graduate Center, City University of New York (CUNY), New York, NY, USA
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Lin YR, Chi CH, Chang YL. Differential decay of gist and detail memory in older adults with amnestic mild cognitive impairment. Cortex 2023; 164:112-128. [PMID: 37207409 DOI: 10.1016/j.cortex.2023.04.002] [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: 09/20/2022] [Revised: 02/19/2023] [Accepted: 04/11/2023] [Indexed: 05/21/2023]
Abstract
Amnestic mild cognitive impairment (aMCI) has been identified as a risk factor for dementia due to Alzheimer's disease. The medial temporal structures, which are crucial for memory processing, are the earliest affected regions in the brains of patients with aMCI, and episodic memory performance has been identified as a reliable way to discriminate between patients with aMCI and cognitively normal older adults. However, whether the detail and gist memory of patients with aMCI and cognitively normal older adults decay differently remains unclear. In this study, we hypothesized that detail and gist memory would be retrieved differentially, with a larger group performance gap in detail memory than in gist memory. In addition, we explored whether an increasing group performance gap between detail memory and gist memory groups would be observed over a 14-day period. Furthermore, we hypothesized that unisensory (audio-only) and multisensory (audiovisual) encoding would lead to differences in retrievals, with the multisensory condition reducing between and within-group performance gaps observed under the unisensory condition. The analyses conducted were analyses of covariance controlling for age, sex, and education and correlational analyses to examine behavioral performance and the association between behavioral data and brain variables. Compared with cognitively normal older adults, the patients with aMCI performed poorly on both detail and gist memory tests, and this performance gap persisted over time. Moreover, the memory performance of the patients with aMCI was enhanced by the provision of multisensory information, and bimodal input was significantly associated with medial temporal structure variables. Overall, our findings suggest that detail and gist memory decay differently, with a longer lasting group gap in gist memory than in detail memory. Multisensory encoding effectively reduced or overcame the between- and within-group gaps between time intervals, especially for gist memory, compared with unisensory encoding.
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Affiliation(s)
- Yu-Ruei Lin
- Department of Psychology, College of Science, National Taiwan University, Taipei, Taiwan
| | - Chia-Hsing Chi
- Department of Psychology, College of Science, National Taiwan University, Taipei, Taiwan
| | - Yu-Ling Chang
- Department of Psychology, College of Science, National Taiwan University, Taipei, Taiwan; Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan; Neurobiology and Cognitive Science Center, National Taiwan University, Taipei, Taiwan; Center for Artificial Intelligence and Advanced Robotics, National Taiwan University, Taipei, Taiwan.
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Mannan FA, Porffy LA, Joyce DW, Shergill SS, Celiktutan O. Automatic Detection of Cognitive Impairment with Virtual Reality. SENSORS (BASEL, SWITZERLAND) 2023; 23:s23021026. [PMID: 36679823 PMCID: PMC9864638 DOI: 10.3390/s23021026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 01/08/2023] [Accepted: 01/10/2023] [Indexed: 05/14/2023]
Abstract
Cognitive impairment features in neuropsychiatric conditions and when undiagnosed can have a severe impact on the affected individual's safety and ability to perform daily tasks. Virtual Reality (VR) systems are increasingly being explored for the recognition, diagnosis and treatment of cognitive impairment. In this paper, we describe novel VR-derived measures of cognitive performance and show their correspondence with clinically-validated cognitive performance measures. We use an immersive VR environment called VStore where participants complete a simulated supermarket shopping task. People with psychosis (k=26) and non-patient controls (k=128) participated in the study, spanning ages 20-79 years. The individuals were split into two cohorts, a homogeneous non-patient cohort (k=99 non-patient participants) and a heterogeneous cohort (k=26 patients, k=29 non-patient participants). Participants' spatio-temporal behaviour in VStore is used to extract four features, namely, route optimality score, proportional distance score, execution error score, and hesitation score using the Traveling Salesman Problem and explore-exploit decision mathematics. These extracted features are mapped to seven validated cognitive performance scores, via linear regression models. The most statistically important feature is found to be the hesitation score. When combined with the remaining extracted features, the multiple linear regression model resulted in statistically significant results with R2 = 0.369, F-Stat = 7.158, p(F-Stat) = 0.000128.
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Affiliation(s)
- Farzana A. Mannan
- Department of Engineering, King’s College London, London WC2R 2LS, UK
- Correspondence: (F.A.M.); (O.C.)
| | - Lilla A. Porffy
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
| | - Dan W. Joyce
- Department of Primary Care and Mental Health, Institute of Population Health, University of Liverpool, Liverpool L69 3BX, UK
| | - Sukhwinder S. Shergill
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
- Kent and Medway Medical School, Canterbury CT2 7NZ, UK
| | - Oya Celiktutan
- Department of Engineering, King’s College London, London WC2R 2LS, UK
- Correspondence: (F.A.M.); (O.C.)
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Kavé G, Sapir-Yogev S, Bregman N, Shiner T. On the importance of using local tests and local norms in the assessment of memory. APPLIED NEUROPSYCHOLOGY-ADULT 2021; 29:1492-1498. [PMID: 33691536 DOI: 10.1080/23279095.2021.1892677] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The current study compared the assessment of memory with a translated story recall test and its original published norms and an equivalent local test with local norms. Analyses used data from 232 individuals with memory complaints who underwent neuropsychological evaluation at an outpatient memory clinic. One group of participants completed a translated test (N = 126) and another group completed a local test (N = 106). Additionally, participants completed tasks of word list recall, picture naming, and verbal fluency, all having local norms. The results showed that raw scores on the delayed story recall test, and on all other cognitive tasks, did not differ across groups, and the cross-task correlations were significant and similar in size in both groups. Yet, there was an interaction between group and standardized tests scores, whereby the standardized scores on the translated story recall test were equivalent to population mean, whereas all other scores fell below the mean. Conversion of raw scores to the original norms indicated that the performance of individuals with memory complaints was intact, while conversion of scores on a local test to local norms revealed the expected memory impairment. The findings highlight the importance of using local tests and local norms in the assessment of memory.
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Affiliation(s)
- Gitit Kavé
- Department of Education and Psychology, The Open University, Ra'anana, Israel.,Cognitive Neurology Unit, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | | | - Noa Bregman
- Cognitive Neurology Unit, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tamara Shiner
- Cognitive Neurology Unit, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,Movement Disorders Unit, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
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Luque-Tirado A, Rodrigo-Herrero S, Sánchez-Arjona MB, Franco-Macías E. Preliminary Validation of the Triana Test: A New Story Recall Test Based on Emotional Material. Am J Alzheimers Dis Other Demen 2021; 36:15333175211025911. [PMID: 34151595 PMCID: PMC10581115 DOI: 10.1177/15333175211025911] [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: 01/12/2021] [Revised: 05/20/2021] [Accepted: 05/26/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To first validate the diagnostic accuracy of the "Triana Test," a new story recall test based on emotional material. METHOD A phase I study of validation. We included 55 patients with amnestic Mild Cognitive Impairment and 69 healthy controls, diagnosed according to the "Memory Associative Test of the district of Seine-Saint-Denis" (TMA-93), and matched by age, gender, and educational level. The Triana Test's diagnostic accuracy was calculated by ROC curve analysis and Spearman correlations estimated its convergent validity with a hippocampal memory test, the Free and Cued Selective Reminding Test with Immediate Recall (FCSRT+IR). RESULTS The "Triana Test" immediate and delayed recalls showed adequate diagnostic accuracy (AUC ≥ 0,74). The delayed free recall showed the highest diagnostic accuracy (AUC = 0.86). Correlations with the FCSRT+IR were moderate to strong. CONCLUSIONS The "Triana Test" demonstrated accuracy for discriminating amnestic Mild Cognitive Impairment patients from healthy controls and convergent validity with the FCSRT+IR.
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Guarino A, Forte G, Giovannoli J, Casagrande M. Executive functions in the elderly with mild cognitive impairment: a systematic review on motor and cognitive inhibition, conflict control and cognitive flexibility. Aging Ment Health 2020; 24:1028-1045. [PMID: 30938193 DOI: 10.1080/13607863.2019.1584785] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Background: Mild Cognitive Impairment (MCI) is a syndrome characterised by mild cognitive decline, on one or more domains, but which does not compromise daily functions. Several studies have investigated the relationship between MCI and deficit in executive functions (EFs) but, unlike robust evidence in the mnestic domain, the nature of executive deficits in the MCI population remains uncertain.Objectives: This systematic review aims to evaluate EFs in patients with MCI, considering inhibition (motor and cognitive), conflict control and cognitive flexibility.Method: The databases used for the search were PUBMED, PsycINFO, PsycARTICLES and MEDLINE. Eligibility criteria: use of specific paradigms for EFs assessment ('Wisconsin Card Sorting Test', 'Stroop Task', 'Go/No-Go Task', 'Flanker Task'); age over 65, studies published in English. Exclusion criteria: presence of dementia; psychiatric disorders; stroke; cranial trauma; inclusion of participants with MCI in groups with healthy elderly or those with dementia.Results: Fifty-five studies were selected, namely: Stroop Task (N = 30), WCST (N = 14), Go/No-Go (N = 9), Flanker Task (N = 2). Results have shown in people with MCI deficits in all the EFs considered.Conclusions: The results of this review support the applicability of the four experimental tasks examined for the study of EFs in people with MCI. These paradigms are useful in research, diagnosis and therapeutic purposes, allowing obtaining an articulated EFs profile that can compromise the daily life in elderly. These EFs are not generally evaluated by standard assessment of MCI, but their evaluation can lead to a better knowledge of MCI and help in the diagnosis and treatment.
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Affiliation(s)
- Angela Guarino
- Dipartimento di Psicologia, Università di Roma Sapienza, Rome, Italy
| | - Giuseppe Forte
- Dipartimento di Psicologia, Università di Roma Sapienza, Rome, Italy
| | | | - Maria Casagrande
- Dipartimento di Psicologia Dinamica e Clinica, Università di Roma Sapienza, Rome, Italy
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Soobiah C, Tadrous M, Knowles S, Blondal E, Ashoor HM, Ghassemi M, Khan PA, Ho J, Tricco AC, Straus SE. Variability in the validity and reliability of outcome measures identified in a systematic review to assess treatment efficacy of cognitive enhancers for Alzheimer's Dementia. PLoS One 2019; 14:e0215225. [PMID: 30998774 PMCID: PMC6472754 DOI: 10.1371/journal.pone.0215225] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 03/29/2019] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Selection of optimal outcome measures is a critical step in a systematic review; inclusion of uncommon or non-validated outcome measures can impact the uptake of systematic review findings. Our goals were to identify the validity and reliability of outcome measures used in primary studies to assess cognition, function, behaviour and global status; and, to use these data to select outcomes for a systematic review (SR) on treatment efficacy of cognitive enhancers for Alzheimer's Dementia (AD). METHODS Articles fulfilling the eligibility criteria of the SR were included in a charting exercise to catalogue outcome measures reported. Outcome measures were then assessed for validity and reliability. Two independent reviewers abstracted data on outcome measures and validity and reliability reported for cognition, function, behaviour and global status. RESULTS 129 studies were included in the charting exercise; 57 outcome measures were identified for cognition, 21 for function, 13 for behaviour and 10 for global status. A total of 35 (61%) cognition measures, 10 (48%) functional measures, 8 (61%) behavioural measures and four (40%) of global status measures were only used once in the literature. Validity and reliability information was found for 51% of cognition measures, 90% of function and global status measures and 100% of behavioural measures. CONCLUSIONS While a large number of outcome measures were used in primary studies, many of these were used only once. Reporting of validity and reliability varied in AD studies of cognitive enhancers. Core outcome sets should be used when available; when they are not available researchers need to balance frequency of reported outcome measures, their respective validity and reliability, and preferences of knowledge users. SYSTEMATIC REVIEW REGISTRATION CRD#42012001948.
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Affiliation(s)
- Charlene Soobiah
- Institute for Health Policy, Management & Evaluation, University of Toronto, Toronto, Ontario Canada
- Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, Ontario Canada
| | - Mina Tadrous
- Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, Ontario Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario Canada
| | - Sandra Knowles
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario Canada
- Clinical Pharmacology & Toxicology, Department of Pharmacy, Sunnybrook Health Sciences Centre, Toronto, Ontario Canada
| | - Erik Blondal
- Institute for Health Policy, Management & Evaluation, University of Toronto, Toronto, Ontario Canada
- Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, Ontario Canada
| | - Huda M. Ashoor
- Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, Ontario Canada
| | - Marco Ghassemi
- Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, Ontario Canada
| | - Paul A. Khan
- Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, Ontario Canada
| | - Joanne Ho
- Schlegel Research Institute for Aging, Waterloo, Ontario Canada
- Department of Medicine, McMaster University, Hamilton, Ontario Canada
| | - Andrea C. Tricco
- Institute for Health Policy, Management & Evaluation, University of Toronto, Toronto, Ontario Canada
- Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, Ontario Canada
- Epidemiology Division, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario Canada
| | - Sharon E. Straus
- Institute for Health Policy, Management & Evaluation, University of Toronto, Toronto, Ontario Canada
- Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, Ontario Canada
- Division of Geriatric Medicine, Department of Medicine, University of Toronto, Suite RFE 3–805, Toronto, Ontario Canada
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Sobral AIGDP, de Araújo CMT, Sobral MFF. Mild cognitive impairment in the elderly Relationship between communication and functional capacity. Dement Neuropsychol 2018; 12:165-172. [PMID: 29988360 PMCID: PMC6022979 DOI: 10.1590/1980-57642018dn12-020009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2017] [Accepted: 04/10/2018] [Indexed: 11/21/2022] Open
Abstract
Mild Cognitive Impairment is characterized as an intermediate form between age-related change and dementia. For the elderly, autonomy and independence are related to the ability to remain active in conducting their social activities and, for this to occur, communication is fundamental in this process. OBJECTIVE To assess the association between communication and the abilities of elderly people with mild cognitive impairment to perform instrumental activities of daily living. METHODS A cross-sectional, quantitative, analytical, correlational study was conducted at the Open University of the Third Age (UnATI), a program of the Federal University of Pernambuco. This study included 92 people, comprising 46 elderly with mild cognitive impairment and a caregiver or family member who met the inclusion criteria. The elderly were asked to complete a sociodemographic questionnaire and Lawton-Brody's Instrumental Activities of Daily Living Scale. The caregivers were asked to complete the Functional Assessment of Communication Skills. The following variables were studied: social communication skills and instrumental activities of daily living. Data were stored in an Excel® 2007 spreadsheet, and the Pearson correlation test was used for the statistical analysis. RESULTS There were statistically significant correlations in four domains of social communication: referring to family members by name (p=0.0033); requesting information about people or events (p=0.0355); understanding conversations in a noisy environment (p=0.0448); and understanding what they watch on television or listen to on the radio (p=0.0127). CONCLUSION Changes in the communication of elderly people with mild cognitive impairment interfere with their ability to perform instrumental activities autonomously and independently.
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16
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Lee JG, Park MK, Kim YH, Kim YW, Jin K, Park SW, Seo MK, Kim YH. The Correlations among Depressive Symptoms, Cognitive Performance and Serum BDNF Levels in the Patients with Chronic Kidney Disease. Psychiatry Investig 2018; 15:186-192. [PMID: 29475220 PMCID: PMC5900401 DOI: 10.30773/pi.2017.03.09] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 02/18/2017] [Accepted: 03/09/2017] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVE In the current study, we investigated whether there are relations among depressive symptoms, cognitive performance and serum BDNF levels in the patients with chronic kidney disease (CKD). METHODS Sixty patients with CKD and 65 healthy controls participated. Depressive symptoms were evaluated with Beck depression inventory (BDI) and Hamilton Depression Rating Scale (HDRS). Mini-Mental State Examination included in the Korean version of the Consortium to Establish a Registry for Alzheimer's disease (MMSE-KC) assessment packet was used for the evaluation of overall cognitive function. To assess memory function, the Korean version of the Hopkins Verbal Learning Test (K-HVLT) was used. BDNF levels were measured using an enzyme-linked immunosorbent assay (ELISA) kit. RESULTS The CKD patients showed more depressive symptoms when compared with controls. The depressive symptoms and cognitive function were not associated with serum BDNF levels in the CKD patients. CONCLUSION In the current study, CKD patients had more depressive symptoms when compared controls. However, the serum BDNF levels of CKD patients were not associated with depressive symptoms and cognitive functions. These findings suggested that the serum BDNF levels may not be reflect the cognitive function and depressive mood state in the CKD patients.
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Affiliation(s)
- Jung Goo Lee
- Department of Psychiatry, School of Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea.,Paik Institute for Clinical Research, Inje University, Busan, Republic of Korea.,Department of Health Science and Technology, Graduate School of Inje University, Busan, Republic of Korea
| | - Min Kyung Park
- Department of Psychiatry, Jurye Jayeon Hospital, Busan, Republic of Korea
| | - Yeong Hoon Kim
- Department of Nephrology, School of Medicine, Inje University Busan Paik Hospital, Busan, Republic of Korea
| | - Yang-Wook Kim
- Department of Medicine, School of Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea
| | - Kyubok Jin
- Department of Medicine, Keimyung University Dongsan Medical Center, Daegu, Republic of Korea
| | - Sung Woo Park
- Paik Institute for Clinical Research, Inje University, Busan, Republic of Korea.,Department of Health Science and Technology, Graduate School of Inje University, Busan, Republic of Korea.,Department of Convergence Biomedical Science, School of Medicine, Inje University, Busan, Republic of Korea
| | - Mi Kyoung Seo
- Paik Institute for Clinical Research, Inje University, Busan, Republic of Korea
| | - Young Hoon Kim
- Department of Psychiatry, Gongju National Hospital, Gonju, Republic of Korea
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17
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Weissberger GH, Strong JV, Stefanidis KB, Summers MJ, Bondi MW, Stricker NH. Diagnostic Accuracy of Memory Measures in Alzheimer's Dementia and Mild Cognitive Impairment: a Systematic Review and Meta-Analysis. Neuropsychol Rev 2017; 27:354-388. [PMID: 28940127 PMCID: PMC5886311 DOI: 10.1007/s11065-017-9360-6] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 08/16/2017] [Indexed: 11/26/2022]
Abstract
With an increasing focus on biomarkers in dementia research, illustrating the role of neuropsychological assessment in detecting mild cognitive impairment (MCI) and Alzheimer's dementia (AD) is important. This systematic review and meta-analysis, conducted in accordance with PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) standards, summarizes the sensitivity and specificity of memory measures in individuals with MCI and AD. Both meta-analytic and qualitative examination of AD versus healthy control (HC) studies (n = 47) revealed generally high sensitivity and specificity (≥ 80% for AD comparisons) for measures of immediate (sensitivity = 87%, specificity = 88%) and delayed memory (sensitivity = 89%, specificity = 89%), especially those involving word-list recall. Examination of MCI versus HC studies (n = 38) revealed generally lower diagnostic accuracy for both immediate (sensitivity = 72%, specificity = 81%) and delayed memory (sensitivity = 75%, specificity = 81%). Measures that differentiated AD from other conditions (n = 10 studies) yielded mixed results, with generally high sensitivity in the context of low or variable specificity. Results confirm that memory measures have high diagnostic accuracy for identification of AD, are promising but require further refinement for identification of MCI, and provide support for ongoing investigation of neuropsychological assessment as a cognitive biomarker of preclinical AD. Emphasizing diagnostic test accuracy statistics over null hypothesis testing in future studies will promote the ongoing use of neuropsychological tests as Alzheimer's disease research and clinical criteria increasingly rely upon cerebrospinal fluid (CSF) and neuroimaging biomarkers.
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Affiliation(s)
- Gali H Weissberger
- Brain, Behavior, and Aging Research Center, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
- Psychology Service, VA Boston Healthcare System, Boston, MA, USA
| | - Jessica V Strong
- Psychology Service, VA Boston Healthcare System, Boston, MA, USA
- New England Geriatric Research, Education and Clinical Center (GRECC), Boston VA Healthcare System, Boston, MA, USA
| | - Kayla B Stefanidis
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
| | - Mathew J Summers
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
| | - Mark W Bondi
- VA San Diego Healthcare System, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Nikki H Stricker
- Psychology Service, VA Boston Healthcare System, Boston, MA, USA.
- Department of Psychiatry and Psychology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
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Dingwall KM, Gray AO, McCarthy AR, Delima JF, Bowden SC. Exploring the reliability and acceptability of cognitive tests for Indigenous Australians: a pilot study. BMC Psychol 2017; 5:26. [PMID: 28768522 PMCID: PMC5541699 DOI: 10.1186/s40359-017-0195-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Accepted: 07/20/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Reliable cognitive assessment for Indigenous Australians is difficult given that mainstream tests typically rely on Western concepts, content and values. A test's psychometric properties should therefore be assessed prior to use in other cultures. The aim of this pilot study was to examine the reliability and acceptability of four cognitive tests for Australian Aboriginal people. METHODS Participants were 40 male and 44 female (N = 84) Aboriginal patients from Alice Springs Hospital. Four tests were assessed for reliability and acceptability - Rowland Universal Dementia Assessment Screen (RUDAS) (n = 19), PEBL Corsi Blocks (Corsi) (n = 19), Story Memory Recall Test (SMRT) (n = 17) and a CogState battery (n = 18). Participants performed one to three of the tests with repeated assessment to determine test-retest reliability. Qualitative interviews were conducted and analysed based on an adapted phenomenological approach to explore test acceptability. An Indigenous Reference Group gave advice and guidance. RESULTS Intra-class correlations (ICC) for test retest reliability ranged from r = 0.58 (CogState One Back accuracy) to 0.86 (RUDAS). Themes emerged relating to general impressions, impacts on understanding and performance, appropriateness, task preferences and suggested improvements. CONCLUSIONS RUDAS, CogState Identification task, and SMRT showed the highest reliabilities. Overall the tests were viewed as a positive challenge and an opportunity to learn about the brain despite provoking some anxiety in the patients. Caveats for test acceptability included issues related to language, impacts of convalescence and cultural relevance.
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Affiliation(s)
- Kylie M Dingwall
- Menzies School of Health Research, Institute of Advanced Studies, Charles Darwin University, PO Box 4066, Alice Springs, NT, 0871, Australia.
| | - Allison O Gray
- Menzies School of Health Research, Institute of Advanced Studies, Charles Darwin University, PO Box 4066, Alice Springs, NT, 0871, Australia
| | - Annette R McCarthy
- Menzies School of Health Research, Institute of Advanced Studies, Charles Darwin University, PO Box 4066, Alice Springs, NT, 0871, Australia
| | - Jennifer F Delima
- Alice Springs Hospital, PO Box 2234, Alice Springs, NT, 0871, Australia
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Optimizing Neuropsychological Assessments for Cognitive, Behavioral, and Functional Impairment Classification: A Machine Learning Study. Behav Neurol 2017; 2017:1850909. [PMID: 28255200 PMCID: PMC5307249 DOI: 10.1155/2017/1850909] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 12/07/2016] [Accepted: 12/21/2016] [Indexed: 12/12/2022] Open
Abstract
Subjects with Alzheimer's disease (AD) show loss of cognitive functions and change in behavioral and functional state affecting the quality of their daily life and that of their families and caregivers. A neuropsychological assessment plays a crucial role in detecting such changes from normal conditions. However, despite the existence of clinical measures that are used to classify and diagnose AD, a large amount of subjectivity continues to exist. Our aim was to assess the potential of machine learning in quantifying this process and optimizing or even reducing the amount of neuropsychological tests used to classify AD patients, also at an early stage of impairment. We investigated the role of twelve state-of-the-art neuropsychological tests in the automatic classification of subjects with none, mild, or severe impairment as measured by the clinical dementia rating (CDR). Data were obtained from the ADNI database. In the groups of measures used as features, we included measures of both cognitive domains and subdomains. Our findings show that some tests are more frequently best predictors for the automatic classification, namely, LM, ADAS-Cog, AVLT, and FAQ, with a major role of the ADAS-Cog measures of delayed and immediate memory and the FAQ measure of financial competency.
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20
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Correlation of thiamine metabolite levels with cognitive function in the non-demented elderly. Neurosci Bull 2016; 31:676-84. [PMID: 26519048 DOI: 10.1007/s12264-015-1563-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
Thiamine metabolism is critical for glucose metabolism and also vital for brain function, which is susceptible to decline in the elderly. This study aimed to investigate whether thiamine metabolites correlate with cognitive function in the non-demented elderly and their impact factors. Volunteers >60 years old were recruited and their blood thiamine metabolites and Mini-Mental State Examination (MMSE) scores were measured. The apolipoprotein E (APOE) genotype, routine blood parameters, liver and kidney function, and levels of fasting blood glucose and triglycerides were also measured. The results showed that the thiamine diphosphate (TDP) level weakly correlated with MMSE score in the non-demented elderly. Participants with high TDP levels performed better in Recall and Attention and Calculation than those with low TDP. TDP levels were associated with the APOE ε2 allele, body mass index, hemoglobin level, fasting blood glucose, and triglycerides. Our results suggest that TDP, which is easily affected by many factors, impacts cognitive function in the elderly.
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21
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Suh S, Kim H, Dang-Vu TT, Joo E, Shin C. Cortical Thinning and Altered Cortico-Cortical Structural Covariance of the Default Mode Network in Patients with Persistent Insomnia Symptoms. Sleep 2016; 39:161-71. [PMID: 26414892 DOI: 10.5665/sleep.5340] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Accepted: 07/18/2015] [Indexed: 01/11/2023] Open
Abstract
STUDY OBJECTIVES Recent studies have suggested that structural abnormalities in insomnia may be linked with alterations in the default-mode network (DMN). This study compared cortical thickness and structural connectivity linked to the DMN in patients with persistent insomnia (PI) and good sleepers (GS). METHODS The current study used a clinical subsample from the longitudinal community-based Korean Genome and Epidemiology Study (KoGES). Cortical thickness and structural connectivity linked to the DMN in patients with persistent insomnia symptoms (PIS; n = 57) were compared to good sleepers (GS; n = 40). All participants underwent MRI acquisition. Based on literature review, we selected cortical regions corresponding to the DMN. A seed-based structural covariance analysis measured cortical thickness correlation between each seed region of the DMN and other cortical areas. Association of cortical thickness and covariance with sleep quality and neuropsychological assessments were further assessed. RESULTS Compared to GS, cortical thinning was found in PIS in the anterior cingulate cortex, precentral cortex, and lateral prefrontal cortex. Decreased structural connectivity between anterior and posterior regions of the DMN was observed in the PIS group. Decreased structural covariance within the DMN was associated with higher PSQI scores. Cortical thinning in the lateral frontal lobe was related to poor performance in executive function in PIS. CONCLUSION Disrupted structural covariance network in PIS might reflect malfunctioning of antero-posterior disconnection of the DMN during the wake to sleep transition that is commonly found during normal sleep. The observed structural network alteration may further implicate commonly observed sustained sleep difficulties and cognitive impairment in insomnia.
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Affiliation(s)
- Sooyeon Suh
- Sungshin Women's University, Department of Psychology, Seoul, Korea.,Stanford University, Department of Psychiatry, Palo Alto, CA
| | - Hosung Kim
- University of California San Francisco, Department of Radiology and Biomedical Imaging, San Francisco, CA
| | - Thien Thanh Dang-Vu
- Center for Studies in Behavioral Neurobiology, PERFORM Center & Department of Exercise Science, Concordia University, Montreal, Canada.,Centre de Recherche de l'Institut Universitaire de Gériatrie de Montréal & Department of Neurosciences, University of Montreal, Montreal, Canada
| | - Eunyeon Joo
- Samsung Medical Center, Department of Neurology, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Chol Shin
- Korea University Ansan Hospital, Institute of Human Genomic Study, Seoul, Korea.,Korea University Ansan Hospital, Department of Internal Medicine, Seoul, Korea
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Tripathi R, Kumar K, Bharath S, Marimuthu P, Varghese M. Why Do Healthy Older Adults Perform Poorly on Story Recall Based Paradigm?: An Empirical Exploration. PSYCHOLOGICAL STUDIES 2015. [DOI: 10.1007/s12646-015-0300-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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Lemos R, Cunha C, Marôco J, Afonso A, Simões MR, Santana I. Free and Cued Selective Reminding Test is superior to the Wechsler Memory Scale in discriminating mild cognitive impairment from Alzheimer's disease. Geriatr Gerontol Int 2014; 15:961-8. [DOI: 10.1111/ggi.12374] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/18/2014] [Indexed: 11/28/2022]
Affiliation(s)
- Raquel Lemos
- Faculty of Psychology and Educational Sciences; University of Coimbra; Coimbra Portugal
- Visual Neuroscience Laboratory; Institute of Biomedical Research in Light and Image; Faculty of Medicine; University of Coimbra; Coimbra Portugal
| | - Catarina Cunha
- Faculty of Psychology and Educational Sciences; University of Coimbra; Coimbra Portugal
| | - João Marôco
- Psychology and Health Research Unit (UIPES) & Department of Psychological Sciences; Superior Institute of Applied Psychology (ISPA); Lisboa Portugal
| | - Ana Afonso
- Faculty of Psychology and Educational Sciences; University of Coimbra; Coimbra Portugal
| | - Mário R Simões
- Faculty of Psychology and Educational Sciences; University of Coimbra; Coimbra Portugal
| | - Isabel Santana
- Faculty of Medicine; University of Coimbra; Coimbra Portugal
- Neurology Department of the Coimbra Hospital and University Center; Coimbra Portugal
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Johnson M, Lin F. Communication Difficulty and Relevant Interventions in Mild Cognitive Impairment: Implications for Neuroplasticity. TOPICS IN GERIATRIC REHABILITATION 2014; 30:18-34. [PMID: 25356002 PMCID: PMC4209953 DOI: 10.1097/tgr.0000000000000001] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Mild Cognitive Impairment (MCI) represents a critical point for controlling cognitive decline. Patterns of communication difficulty have been observed in patients with MCI and warrant examination and management. The present systematic review examined (1) characteristics of communication difficulty in MCI by focusing on two domains: expressive and receptive communication, and (2) cognitive interventions that addressed communication difficulties in individuals with MCI. Of the 28 observational studies we reviewed, expressive and receptive communications were generally impaired in individuals with MCI, compared to their healthy counterparts. However, only one of seven interventions effectively improved communication related outcomes. We finished the paper with a discussion about how neuroplasticity influences communication abilities in individuals with MCI to inform the future development of interventions for communication difficulty.
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Affiliation(s)
| | - Feng Lin
- School of Nursing, University of Rochester Medical Center
- AD-CARE Program, Department of Psychiatry, School of Medicine and Dentistry, University of Rochester Medical Center
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25
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Silva D, Guerreiro M, Maroco J, Santana I, Rodrigues A, Bravo Marques J, de Mendonça A. Comparison of four verbal memory tests for the diagnosis and predictive value of mild cognitive impairment. Dement Geriatr Cogn Dis Extra 2012; 2:120-31. [PMID: 22590473 PMCID: PMC3347876 DOI: 10.1159/000336224] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Background Mild cognitive impairment (MCI) is considered to be an early stage of a neurodegenerative disorder, particularly Alzheimer's disease, and the clinical diagnosis requires the objective demonstration of cognitive deficits. The aim of the present study was to evaluate the predictive value of MCI for the conversion to dementia when using four different verbal memory tests (Logical Memory, LM; California Verbal Learning Test, CVLT; Verbal Paired-Associate Learning, VPAL; and Digit Span, DS) in the MCI criteria. Methods Participants were consecutive patients with subjective cognitive complaints who performed a comprehensive neuropsychological evaluation and were not demented, observed in a memory clinic setting. Results At baseline, 272 non-demented patients reporting subjective cognitive complaints were included. During the follow-up time (3.0 ± 1.9 years), 58 patients converted to dementia and 214 did not. Statistically significant differences between the converters and non-converters were present in LM, VPAL, and CVLT. A multivariate Cox regression analysis combining the four memory tests revealed that only the CVLT test remained significant as a predictor of conversion to dementia. Non-demented patients with cognitive complaints diagnosed as having MCI according to abnormal (<1.5 SD) learning in the CVLT test had a 3.61 higher risk of becoming demented during the follow-up. Conclusion The verbal memory assessment using the CVLT should be preferred in the diagnostic criteria of MCI for a more accurate prediction of conversion to dementia.
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Affiliation(s)
- Dina Silva
- Dementia Clinics, Faculty of Medicine, University of Lisbon, Lisbon
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