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Pistono A, Jucla M, Bézy C, Lemesle B, Le Men J, Pariente J. Discourse macrolinguistic impairment as a marker of linguistic and extralinguistic functions decline in early Alzheimer's disease. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2019; 54:390-400. [PMID: 30444044 DOI: 10.1111/1460-6984.12444] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 10/26/2018] [Accepted: 10/29/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND Alzheimer's disease is characterized by macrolinguistic changes. This decline is often analyzed with quantitative scales. AIMS To analyze discourse production in early Alzheimer's disease (AD) and to identify qualitative markers of macrolinguistic decline. METHODS & PROCEDURES We analyzed macrolinguistic features of a clinical narrative task along with patients' cognitive changes. To do so, 17 early AD participants and 17 healthy controls were recruited and given a full neuropsychological and language assessment. Narrative discourses produced during the language assessment were transcribed and macrolinguistic features were qualitatively analyzed (i.e., local and global coherence marks and discourse informativeness). Inter-group comparison was complemented by intra-group correlation. As some inter-group comparisons revealed the existence of subgroups of patients, permutation tests were used to investigate how these subgroups differed vis-à-vis cognitive measures. OUTCOMES & RESULTS Overall, the results indicate that AD participants presented declines in informativeness and global coherence, correlated with declines in memory and executive functions. Permutation tests showed that participants with AD producing referential errors or misinterpretations had a deeper lexical-executive decline and a lower Mini-Mental State Evaluation (MMSE). CONCLUSIONS & IMPLICATIONS This study shows that two clinically relevant, qualitative signs differ in discourse production between typical ageing and early AD, namely information units and modalizing discourse. It also shows that macrolinguistic assessment is a useful tool for revealing impaired communication and cognition in early AD. Although lexical processing decline probably contributes to patients' macrolinguistic impairment, implications of extralinguistic functioning should be further investigated.
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Affiliation(s)
- Aurélie Pistono
- Octogone-Lordat Interdisciplinary Research Unit (EA 4156), University of Toulouse II-Jean Jaurès, Toulouse, France
- Toulouse NeuroImaging Center, Toulouse University, Inserm, UPS, France
| | - M Jucla
- Octogone-Lordat Interdisciplinary Research Unit (EA 4156), University of Toulouse II-Jean Jaurès, Toulouse, France
| | - C Bézy
- Neurology Department, Toulouse University Hospital, Toulouse, France
| | - B Lemesle
- Neurology Department, Toulouse University Hospital, Toulouse, France
| | - J Le Men
- Neurology Department, Toulouse University Hospital, Toulouse, France
| | - J Pariente
- Toulouse NeuroImaging Center, Toulouse University, Inserm, UPS, France
- Neurology Department, Toulouse University Hospital, Toulouse, France
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152
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Poptsi E, Lazarou I, Markou N, Vassiloglou M, Nikolaidou E, Diamantidou A, Siatra V, Karathanassi E, Karakostas A, Zafeiropoulou FK, Tsiatsos T, Tsolaki M. A Comparative Single-Blind Randomized Controlled Trial With Language Training in People With Mild Cognitive Impairment. Am J Alzheimers Dis Other Demen 2019; 34:176-187. [PMID: 30518237 PMCID: PMC10852481 DOI: 10.1177/1533317518813554] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2024]
Abstract
BACKGROUND Although cognitive training is effective for people with mild cognitive impairment (MCI), it is not clear which format is more effective. OBJECTIVE To compare the effectiveness of the same language programs when carried out via computer, paper/pencil and orally in people with MCI. METHODS Seventy-one participants with MCI were randomly classified in 3 experimental and 2 control groups. The experimental groups attended 48 sessions of language training for 6 months. The control groups attended either unstructured sessions or they were on waiting list. RESULTS Mixed measures analysis of variance, at the follow-up, showed a significant cognitive abilities improvement among the experimental versus control groups. At the end of the language training, the 3 groups presented improvement in cognitive abilities and daily function, while the control groups remained at the same performance level. CONCLUSION All 3 cognitive language training methods were equally significantly effective.
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Affiliation(s)
- Eleni Poptsi
- Greek Alzheimer Association, Thessaloniki, Greece
| | - Ioulietta Lazarou
- Greek Alzheimer Association, Thessaloniki, Greece
- 1st Department of Neurology, Medical School, Aristotle University of Thessaloniki, Greece
| | | | | | | | | | | | | | | | | | | | - Magda Tsolaki
- Greek Alzheimer Association, Thessaloniki, Greece
- 1st Department of Neurology, Medical School, Aristotle University of Thessaloniki, Greece
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153
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Moayedfar S, Purmohammad M, Shafa N, Shafa N, Ghasisin L. Analysis of naming processing stages in patients with mild Alzheimer. APPLIED NEUROPSYCHOLOGY-ADULT 2019; 28:107-116. [PMID: 31030561 DOI: 10.1080/23279095.2019.1599894] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
In the evaluation of the nature of naming disorders, there is a rapid increase of anomia with the progression of Alzheimer's disease (AD), which is associated with whole brain atrophy. Although numerous studies have investigated this naming disorder, there is limited information on naming procedures in these patients. Reaction time (RT) is highly sensitive to dementia and provides an accurate measurement. The present study investigated the RT of each underlying level of naming in patients with mild AD and identified the nature of anomia in these patients. The study consisted of 24 healthy elderly and 22 mild AD patients who participated in experiments that were designed for evaluating each level of Levelt's model. Responses were divided into three groups of correct, false, and no-response and their RTs were calculated. The statistical analyses showed significant differences between healthy elderly and patients with mild AD in terms of access to the concept and the phonological form of the words. Moreover, significant differences in the type of responses were observed between correct and false responses of both groups. There was a significant difference between the no-response cases except in the case of lemma access for singular and plural names in other tasks. The results suggest that patients with mild AD have problems at the conceptual stage and access to the phonological form of a word.
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Affiliation(s)
- Saeideh Moayedfar
- Student Research Committee, School of Rehabilitation, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mehdi Purmohammad
- Department of Cognitive Linguistics, Institute for Cognitive Science Studies, Tehran, Iran
| | - Nita Shafa
- Dr Shafa Geriatric Clinic, Isfahan, Iran
| | - Nina Shafa
- Dr Shafa Geriatric Clinic, Isfahan, Iran
| | - Leila Ghasisin
- Communication Disorders Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
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154
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McCullough KC, Bayles KA, Bouldin ED. Language Performance of Individuals at Risk for Mild Cognitive Impairment. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2019; 62:706-722. [PMID: 30950734 DOI: 10.1044/2018_jslhr-l-18-0232] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Purpose Evidence exists that changes in language performance may be an early indicator of mild cognitive impairment (MCI), often a harbinger of dementing disease. The purpose of this study was the evaluation of language performance in individuals at risk for MCI by virtue of age and self-concern and its relation to performance on tests of memory, visuospatial function, and mental status. Method Eighty-three individuals 55 years or older were administered the Arizona Battery for Communication Disorders of Dementia ( Bayles & Tomoeda, 1993 ), a standardized battery with normative data from 86 healthy older adults (HOAs) and 86 individuals with Alzheimer's dementia, the most common dementing disease. A performance criterion of 1-1.5 SDs below the mean of HOAs defined MCI, as recommended in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. We hypothesized that (a) the majority of at-risk participants would score 1 SD or more below the mean of HOAs on 1 or more subtests and (b) language performance tests would present a greater challenge than memory, mental status, and visuospatial construction tests. Results Both hypotheses were confirmed. Sixty-two participants (74.6%) met the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, criteria on at least 1 subtest. Moreover, language subtests were those most likely to elicit a performance 1 SD or more below the mean of HOAs. Conclusions Language performance deficits can appear early before impairment in episodic memory, visuospatial construction ability, or mental status in individuals at risk for MCI. Speech-language pathologists are uniquely qualified to identify subtle changes in language, and standardized language tests with normative data should be used when testing for MCI.
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Affiliation(s)
- Kim C McCullough
- Department of Communication Sciences and Disorders, Appalachian State University, Boone, NC
| | - Kathryn A Bayles
- Department of Speech, Language, and Hearing Sciences, University of Arizona, Tucson
| | - Erin D Bouldin
- Department of Health and Exercise Science, Appalachian State University, Boone, NC
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155
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Jokel R, Seixas Lima B, Fernandez A, Murphy K. Language in Amnestic Mild Cognitive Impairment and Dementia of Alzheimer’s Type: Quantitatively or Qualitatively Different? Dement Geriatr Cogn Dis Extra 2019. [DOI: 10.1159/000496824] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Background/Aims: The purpose of this study was to explore language differences between individuals diagnosed with amnestic mild cognitive impairment multiple domain (aMCIm) and those with probable Alzheimer’s disease, with a goal of (i) characterizing the language profile of aMCIm and (ii) determining whether the profiles of dementia of Alzheimer’s type (DAT) and aMCIm individuals are on a continuum of one diagnostic entity or represent two distinct cognitive disorders. Methods: Language data from 28 patients with consensus diagnosis of aMCIm and DAT derived from a retrospective chart review were compared to that of healthy controls. Results: A non-parametric statistic established that there was no significant difference between groups in age, years of education or duration of symptoms and that expressive language was found to be relatively intact in both patient groups. In contrast, both groups exhibited significant impairments on receptive language tests and on linguistically complex tasks that rely on episodic memory and executive functions. Individuals with aMCIm and DAT present with configurations of language features that are largely in parallel to each other and reflect predominantly quantitative differences. Conclusion: Language tests provide an important contribution to the diagnostic process in their capacity to identify language impairments at an early stage. Understanding the nature of language decline is critically important to the intervention process as this information would inform cognitive intervention approaches aimed at promoting quality of life in people living with MCI and dementia.
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156
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Middleton A, Downer B, Haas A, Knox S, Ottenbacher KJ. Functional Status Is Associated With 30-Day Potentially Preventable Readmissions Following Home Health Care. Med Care 2019; 57:145-151. [PMID: 30531524 PMCID: PMC6358180 DOI: 10.1097/mlr.0000000000001047] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Beginning in 2019, home health agencies' rates of potentially preventable hospital readmissions over the 30 days following discharge will be publicly reported. OBJECTIVES Our primary objective was to determine the association between patients' functional status at discharge from home health care and 30-day potentially preventable readmissions. A secondary objective was to identify the most common conditions resulting in potentially preventable readmissions. DESIGN This was a retrospective cohort study. PARTICIPANTS A total of 1,510,297 Medicare fee-for-service beneficiaries discharged from home health care in 2013-2015. Average age was 75.9 (SD, 10.9) years, 60.0% were female, and 84.2% non-Hispanic white. MEASUREMENTS Thirty-day potentially preventable readmissions following home health discharge. Functional status measures included mobility, self-care, and impaired cognition. RESULTS The overall rate of 30-day potentially preventable readmissions was 2.6% (N=39,452), which accounted for 40% of all 30-day readmissions. After adjusting for sociodemographic and clinical characteristics, the odds ratios for the most dependent score quartile versus the most independent was 1.58 [95% confidence interval (CI), 1.53-1.63] for mobility and 1.65 (95% CI, 1.59-1.69) for self-care. The odds ratios for impaired versus intact cognition was 1.21 (95% CI, 1.18-1.24). The 5 most common conditions resulting in a potentially preventable readmission were congestive heart failure (23.6%), septicemia (16.7%), bacterial pneumonia (9.8%), chronic obstructive pulmonary disease (9.4%), and renal failure (7.5%). CONCLUSIONS Functional limitations at discharge from home health are associated with increased risk for potentially preventable readmissions. Future research is needed to determine whether improving functional independence decreases the risk for potentially preventable readmissions following home health care.
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Affiliation(s)
- Addie Middleton
- Division of Physical Therapy, Medical University of South Carolina, Charleston, SC
| | | | - Allen Haas
- Department of Preventative Medicine and Community Health, University of Texas Medical Branch, Galveston, TX
| | - Sara Knox
- Department of Physical Therapy, MGH Institute of Health Professions, Boston, MA
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157
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Maniati MS, Maniati M, Yousefi T, Ahmadi‐Ahangar A, Tehrani SS. New insights into the role of microRNAs and long noncoding RNAs in most common neurodegenerative diseases. J Cell Biochem 2019; 120:8908-8918. [DOI: 10.1002/jcb.28361] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Accepted: 11/29/2018] [Indexed: 01/02/2023]
Affiliation(s)
- Mohammad Saeed Maniati
- Student Research Committee, Babol University of Medical Sciences Babol Iran
- Cellular and Molecular Biology Research Center, Health Research Institute, Babol University of Medical Sciences Babol Iran
| | - Mahmood Maniati
- Department of English Ahvaz Jundishapur University of Medical Sciences Ahvaz Iran
| | - Tooba Yousefi
- Student Research Committee, Babol University of Medical Sciences Babol Iran
- Cellular and Molecular Biology Research Center, Health Research Institute, Babol University of Medical Sciences Babol Iran
| | - Alijan Ahmadi‐Ahangar
- Mobility Impairment Research Center, Babol University of Medical Sciences Babol Iran
| | - Sadra Samavarchi Tehrani
- Student Research Committee, Babol University of Medical Sciences Babol Iran
- Mobility Impairment Research Center, Babol University of Medical Sciences Babol Iran
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158
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Gosztolya G, Vincze V, Tóth L, Pákáski M, Kálmán J, Hoffmann I. Identifying Mild Cognitive Impairment and mild Alzheimer’s disease based on spontaneous speech using ASR and linguistic features. COMPUT SPEECH LANG 2019. [DOI: 10.1016/j.csl.2018.07.007] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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159
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Kim J, Shim J, Yoon JH. Subjective rating scale for discourse: Evidence from the efficacy of subjective rating scale in amnestic mild cognitive impairments. Medicine (Baltimore) 2019; 98:e14041. [PMID: 30633198 PMCID: PMC6336623 DOI: 10.1097/md.0000000000014041] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
In clinical settings, the language ability of patients with neurologic communication disorders have been measured by quantitative parameters such as the total number of words in dialogue and picture description tasks. However, this quantitative analysis requires a long period of time in order to analyze the quantitative parameters, and results can differ according to discourse tasks. The purposes of this study are to explore whether SR-D may predict the quantitative measures of discourse tasks. Forty patients with amnestic MCI and 40 normal elderly participated in the study. We gathered responses to 10 items regarding SR-D and analyzed the quantitative measures of narrative discourse through 3 discourse tasks (i.e, picture description, dialogue, procedural discourse). We found significant differences in MLTW, CIU, and SR-D scores between the 2 groups. In particular, 4 items were significantly correlated with the performance of MLTW and CIU. Sensitivity and specificity of these 4 items were 100% and 75%, respectively. In terms of economic opportunity costs, objective measures cannot be evaluated to be practical, since it is used in research rather than clinical diagnosis in general. Therefore, evaluation of discourse using a few items proven in its sensitivity and specificity could allow a wide use of such measure in not only research but also in clinical diagnosis. These findings suggest that subjective measures of narrative discourse may be valid with objective language tests to predict individual discourse performance.
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Affiliation(s)
- JungWan Kim
- Department of Speech and Language Pathology, College of Rehabilitation Sciences
| | - Jihye Shim
- Rehabilitation & Science Graduate Program, Daegu University, Gyeongsan
| | - Ji Hye Yoon
- Division of Speech Pathology and Audiology, College of Natural Sciences, Hallym University
- Research Institute of Audiology and Speech Pathology, Hallym University, Chuncheon, Republic of Korea
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160
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Kim BS, Kim YB, Kim H. Global Coherence Analysis of Discourse in Amnestic Mild Cognitive Impairment and Associated Cognitive Function. ACTA ACUST UNITED AC 2018. [DOI: 10.12963/csd.18561] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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161
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Themistocleous C, Eckerström M, Kokkinakis D. Identification of Mild Cognitive Impairment From Speech in Swedish Using Deep Sequential Neural Networks. Front Neurol 2018; 9:975. [PMID: 30498472 PMCID: PMC6250092 DOI: 10.3389/fneur.2018.00975] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Accepted: 10/29/2018] [Indexed: 12/04/2022] Open
Abstract
While people with mild cognitive impairment (MCI) portray noticeably incipient memory difficulty in remembering events and situations along with problems in decision making, planning, and finding their way in familiar environments, detailed neuropsychological assessments also indicate deficits in language performance. To this day, there is no cure for dementia but early-stage treatment can delay the progression of MCI; thus, the development of valid tools for identifying early cognitive changes is of great importance. In this study, we provide an automated machine learning method, using Deep Neural Network Architectures, that aims to identify MCI. Speech materials were obtained using a reading task during evaluation sessions, as part of the Gothenburg MCI research study. Measures of vowel duration, vowel formants (F1 to F5), and fundamental frequency were calculated from speech signals. To learn the acoustic characteristics associated with MCI vs. healthy controls, we have trained and evaluated ten Deep Neural Network Architectures and measured how accurately they can diagnose participants that are unknown to the model. We evaluated the models using two evaluation tasks: a 5-fold crossvalidation and by splitting the data into 90% training and 10% evaluation set. The findings suggest first, that the acoustic features provide significant information for the identification of MCI; second, the best Deep Neural Network Architectures can classify MCI and healthy controls with high classification accuracy (M = 83%); and third, the model has the potential to offer higher accuracy than 84% if trained with more data (cf., SD≈15%). The Deep Neural Network Architecture proposed here constitutes a method that contributes to the early diagnosis of cognitive decline, quantify the progression of the condition, and enable suitable therapeutics.
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Affiliation(s)
- Charalambos Themistocleous
- The Swedish Language Bank, Department of Swedish, University of Gothenburg, Gothenburg, Sweden.,Department of Neurology, Johns Hopkins University, School of Medicine, Baltimore, MD, United States
| | - Marie Eckerström
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden
| | - Dimitrios Kokkinakis
- The Swedish Language Bank, Department of Swedish, University of Gothenburg, Gothenburg, Sweden
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162
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Beltrami D, Gagliardi G, Rossini Favretti R, Ghidoni E, Tamburini F, Calzà L. Speech Analysis by Natural Language Processing Techniques: A Possible Tool for Very Early Detection of Cognitive Decline? Front Aging Neurosci 2018; 10:369. [PMID: 30483116 PMCID: PMC6243042 DOI: 10.3389/fnagi.2018.00369] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 10/24/2018] [Indexed: 11/23/2022] Open
Abstract
Background: The discovery of early, non-invasive biomarkers for the identification of “preclinical” or “pre-symptomatic” Alzheimer's disease and other dementias is a key issue in the field, especially for research purposes, the design of preventive clinical trials, and drafting population-based health care policies. Complex behaviors are natural candidates for this. In particular, recent studies have suggested that speech alterations might be one of the earliest signs of cognitive decline, frequently noticeable years before other cognitive deficits become apparent. Traditional neuropsychological language tests provide ambiguous results in this context. In contrast, the analysis of spoken language productions by Natural Language Processing (NLP) techniques can pinpoint language modifications in potential patients. This interdisciplinary study aimed at using NLP to identify early linguistic signs of cognitive decline in a population of elderly individuals. Methods: We enrolled 96 participants (age range 50–75): 48 healthy controls (CG) and 48 cognitively impaired participants: 16 participants with single domain amnestic Mild Cognitive Impairment (aMCI), 16 with multiple domain MCI (mdMCI) and 16 with early Dementia (eD). Each subject underwent a brief neuropsychological screening composed by MMSE, MoCA, GPCog, CDT, and verbal fluency (phonemic and semantic). The spontaneous speech during three tasks (describing a complex picture, a typical working day and recalling a last remembered dream) was then recorded, transcribed and annotated at various linguistic levels. A multidimensional parameter computation was performed by a quantitative analysis of spoken texts, computing rhythmic, acoustic, lexical, morpho-syntactic, and syntactic features. Results: Neuropsychological tests showed significant differences between controls and mdMCI, and between controls and eD participants; GPCog, MoCA, PF, and SF also discriminated between controls and aMCI. In the linguistic experiments, a number of features regarding lexical, acoustic and syntactic aspects were significant in differentiating between mdMCI, eD, and CG (non-parametric statistical analysis). Some features, mainly in the acoustic domain also discriminated between CG and aMCI. Conclusions: Linguistic features of spontaneous speech transcribed and analyzed by NLP techniques show significant differences between controls and pathological states (not only eD but also MCI) and seems to be a promising approach for the identification of preclinical stages of dementia. Long duration follow-up studies are needed to confirm this assumption.
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Affiliation(s)
- Daniela Beltrami
- Interdepartmental Centre for Industrial Research in Health Sciences and Technologies, University of Bologna, Bologna, Italy.,Clinical Neuropsychology Unit, Arcispedale S. Maria Nuova di Reggio Emilia, Reggio Emilia, Italy
| | - Gloria Gagliardi
- Interdepartmental Centre for Industrial Research in Health Sciences and Technologies, University of Bologna, Bologna, Italy.,Department of Classical Philology and Italian Studies, University of Bologna, Bologna, Italy
| | - Rema Rossini Favretti
- Department of Classical Philology and Italian Studies, University of Bologna, Bologna, Italy
| | - Enrico Ghidoni
- Clinical Neuropsychology Unit, Arcispedale S. Maria Nuova di Reggio Emilia, Reggio Emilia, Italy
| | - Fabio Tamburini
- Department of Classical Philology and Italian Studies, University of Bologna, Bologna, Italy
| | - Laura Calzà
- Interdepartmental Centre for Industrial Research in Health Sciences and Technologies, University of Bologna, Bologna, Italy.,Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
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163
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Mueller KD, Hermann B, Mecollari J, Turkstra LS. Connected speech and language in mild cognitive impairment and Alzheimer's disease: A review of picture description tasks. J Clin Exp Neuropsychol 2018; 40:917-939. [PMID: 29669461 PMCID: PMC6198327 DOI: 10.1080/13803395.2018.1446513] [Citation(s) in RCA: 145] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
INTRODUCTION The neuropsychological profile of people with mild cognitive impairment (MCI) and Alzheimer's disease (AD) dementia includes a history of decline in memory and other cognitive domains, including language. While language impairments have been well described in AD dementia, language features of MCI are less well understood. Connected speech and language analysis is the study of an individual's spoken discourse, usually elicited by a target stimulus, the results of which can facilitate understanding of how language deficits typical of MCI and AD dementia manifest in everyday communication. Among discourse genres, picture description is a constrained task that relies less on episodic memory and more on semantic knowledge and retrieval, within the cognitive demands of a communication context. Understanding the breadth of evidence across the continuum of cognitive decline will help to elucidate the areas of strength and need in terms of using this method as an evaluative tool for both cognitive changes and everyday functional communication. METHOD We performed an extensive literature search of peer-reviewed journal articles that focused on the use of picture description tasks for evaluating language in persons with MCI or AD dementia. We selected articles based on inclusion and exclusion criteria and described the measures assessed, the psychometric properties that were reported, the findings, and the limitations of the included studies. RESULTS 36 studies were selected and reviewed. Across all 36 studies, there were 1, 127 patients with AD dementia and 274 with MCI or early cognitive decline. Multiple measures were examined, including those describing semantic content, syntactic complexity, speech fluency, vocal parameters, and pragmatic language. Discriminant validity widely reported and distinct differences in language were observable between adults with dementia and controls; fewer studies were able to distinguish language differences between typically aging adults and those with MCI. DISCUSSION Our review shows that picture description tasks are useful tools for detecting differences in a wide variety of language and communicative measures. Future research should expand knowledge about subtle changes to language in preclinical AD and Mild Cognitive Impairment (MCI) which may improve the utility of this method as a clinically meaningful screening tool.
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Affiliation(s)
- Kimberly D. Mueller
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, USA
- Wisconsin Alzheimer’s Institute, University of Wisconsin-Madison, USA
| | - Bruce Hermann
- Department of Neurology, University of Wisconsin-Madison, USA
| | - Jonilda Mecollari
- Wisconsin Alzheimer’s Institute, University of Wisconsin-Madison, USA
| | - Lyn S. Turkstra
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, USA
- School of Rehabilitation Science, McMaster University, Canada
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164
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Wajman JR, Cecchini MA, Bertolucci PHF, Mansur LL. Quanti-qualitative components of the semantic verbal fluency test in cognitively healthy controls, mild cognitive impairment, and dementia subtypes. APPLIED NEUROPSYCHOLOGY-ADULT 2018; 26:533-542. [PMID: 30375889 DOI: 10.1080/23279095.2018.1465426] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
This study is aimed to evaluating the underlying cognitive strategies used during Semantic Verbal Fluency (SVF) performance and comparing the differences between cognitively healthy controls (CHC), amnestic and amnestic-multiple domain mild cognitive impairment (a-MCI and a-md-MCI), Alzheimer's disease (AD), Lewy body dementia (LBD), and behavioral variant frontotemporal dementia (bvFTD). The cross-sectional study comprised 236 participants involving 78 CHC individuals, 33 a-MCI and 48 a-md-MCI, 39 AD, 22 LBD, and 16 bvFTD patients. Scores differed significantly when comparing CHC with dementia groups, showing medium to large variances. The best components in distinguishing between CHC and the dementia groups were the SVF-Total score and SVF-Cluster Size variables. CHC showed different performance in the SVF-Cluster Size variable compared with a-md-MCI, AD, and bvFTD; whereas, in the SVF-Mean Cluster Size, CHC differed from MCI's, AD, and LBD. The switching component displayed smaller capacity to differentiate between the clinical groups. The effect size was large comparing AD with bvFTD (1.267) and medium comparing AD with LBD (0.689) using the SVF-Cluster Size variable, but small using the other variables for the comparisons between dementia groups. Quanti-qualitative examination of the SVF may provide a valuable clue in distinguishing CHC from MCI and different dementia subtypes.
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Affiliation(s)
- José Roberto Wajman
- Behavioural Neurology Section, Hospital São Paulo, Federal University of São Paulo (UNIFESP) , São Paulo , São Paulo , Brazil.,Department of Neurology, School of Medicine, University of São Paulo , São Paulo , São Paulo , Brazil
| | - Mario Amore Cecchini
- Department of Neurology, School of Medicine, University of São Paulo , São Paulo , São Paulo , Brazil
| | | | - Letícia Lessa Mansur
- Department of Neurology, School of Medicine, University of São Paulo , São Paulo , São Paulo , Brazil
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165
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Hwang YK, Kim E, Kim YB, Kim YW, Nam CM, Cho SH, Kim H. Diagnostic Value of Time-Constrained Naming Test in Mild Cognitive Impairment. Dement Geriatr Cogn Disord 2018; 44:171-181. [PMID: 28869957 DOI: 10.1159/000479149] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 05/12/2017] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Naming difficulties have recently garnered more interest in elderly individuals with mild cognitive impairment (MCI). We anticipate that naming tests with the consideration of response time can provide more informative and distinct neuropsychological profiles of individuals with MCI. METHODS Naming tests were administered to 76 elderly individuals with MCI and 149 healthy elderly (HE). We analyzed the impact of MCI on naming performance and occurrence of "delayed" response. We also validated the predictive power of naming tests with a time-constrained scoring system. RESULTS MCI participants performed poorer on the noun naming test than HE participants (p = 0.014). MCI was significantly associated with the occurrence of "delayed" response on the noun (odds ratio [OR] = 3.57; 95% confidence interval [CI] = 1.78-7.17) and verb naming tests (OR = 4.66; 95% CI = 2.07-10.46). The time-constrained naming scores were significantly better able to distinguish the MCI from the HE group than the conventional spontaneous naming score on both the noun (p < 0.001) and verb (p = 0.002) naming tests. CONCLUSIONS Our findings broaden the knowledge related to the naming ability in individuals with MCI, with respect to the response time. We also confirmed the validity of the naming tests by applying the "delayed" responses as supplementary assessments in the diagnosis of MCI.
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Affiliation(s)
- Yun Kyung Hwang
- Graduate Program in Speech and Language Pathology, Yonsei University, Seoul, South Korea
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166
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Nousia A, Siokas V, Aretouli E, Messinis L, Aloizou AM, Martzoukou M, Karala M, Koumpoulis C, Nasios G, Dardiotis E. Beneficial Effect of Multidomain Cognitive Training on the Neuropsychological Performance of Patients with Early-Stage Alzheimer's Disease. Neural Plast 2018; 2018:2845176. [PMID: 30123243 PMCID: PMC6079404 DOI: 10.1155/2018/2845176] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 05/20/2018] [Accepted: 06/10/2018] [Indexed: 11/17/2022] Open
Abstract
Background and Purpose There is an increasing interest in the effect of nonpharmacological interventions on the course of patients with Alzheimer's disease (AD). The objective of the present study is to determine the benefits of a structured, multidomain, mostly computer-based, cognitive training (MCT) οn the cognitive performance of patients with early-stage AD. Method Fifty patients with early-stage AD participated in the study. Patients were randomly allocated either to the training program group (n = 25) or to a wait list control group (n = 25). The training program group received computer-assisted MCT and linguistic exercises utilizing pen and paper supplemented by cognitive-linguistic exercises for homework. The duration of the MCT intervention program was 15 weeks, and it was administered twice a week. Each session lasted for approximately one hour. Objective measures of episodic memory, delayed memory, word recognition, attention, executive function, processing speed, semantic fluency, and naming were assessed at baseline and after the completion of the program in both groups. Results Analysis showed that in controls, delayed memory and executive function had deteriorated over the observation period of 15 weeks, while the training group improved their performance in word recognition, Boston Naming Test (BNT), semantic fluency (SF), clock-drawing test (CDT), digit span forward (DSF), digit span backward (DSB), trail-making test A (TMT A), and trail-making test B (TMT B). Comparison between the training group and the controls showed that MCT had a significant beneficial effect in delayed memory, naming, semantic fluency, visuospatial ability, executive functions, attention, and processing speed. Conclusions The study provides evidence of a beneficial effect of MCT with an emphasis on cognitive-language performance of patients with early-stage AD. Considering the limited efficacy of current pharmacological therapies in AD, concurrent computer-based MCT may represent an additional enhancing treatment option in early-stage AD patients.
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Affiliation(s)
- Anastasia Nousia
- Department of Speech and Language Therapy, Higher Educational Institute of Epirus, Ioannina, Greece
| | - Vasileios Siokas
- Department of Neurology, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Eleni Aretouli
- Lab of Cognitive Neuroscience, School of Psychology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Lambros Messinis
- Neuropsychology Section, Department of Neurology, University of Patras Medical School, Patras, Greece
| | - Athina-Maria Aloizou
- Department of Neurology, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Maria Martzoukou
- Department of Speech and Language Therapy, Higher Educational Institute of Epirus, Ioannina, Greece
| | - Maria Karala
- Department of Speech and Language Therapy, Higher Educational Institute of Epirus, Ioannina, Greece
| | | | - Grigorios Nasios
- Department of Speech and Language Therapy, Higher Educational Institute of Epirus, Ioannina, Greece
| | - Efthimios Dardiotis
- Department of Neurology, University Hospital of Larissa, University of Thessaly, Larissa, Greece
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167
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Venneri A, Jahn-Carta C, de Marco M, Quaranta D, Marra C. Diagnostic and prognostic role of semantic processing in preclinical Alzheimer's disease. Biomark Med 2018; 12:637-651. [PMID: 29896968 DOI: 10.2217/bmm-2017-0324] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Relatively spared during most of the timeline of normal aging, semantic memory shows a subtle yet measurable decline even during the pre-clinical stage of Alzheimer's disease. This decline is thought to reflect early neurofibrillary changes and impairment is detectable using tests of language relying on lexical-semantic abilities. A promising approach is the characterization of semantic parameters such as typicality and age of acquisition of words, and propositional density from verbal output. Seminal research like the Nun Study or the analysis of the linguistic decline of famous writers and politicians later diagnosed with Alzheimer's disease supports the early diagnostic value of semantic processing and semantic memory. Moreover, measures of these skills may play an important role for the prognosis of patients with mild cognitive impairment.
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Affiliation(s)
- Annalena Venneri
- Department of Neuroscience, University of Sheffield, Sheffield, UK
| | | | - Matteo de Marco
- Department of Neuroscience, University of Sheffield, Sheffield, UK
| | - Davide Quaranta
- Neurology Unit, Fondazione Policlinico Universitario 'A Gemelli', Rome, Italy
| | - Camillo Marra
- Institute of Neurology, Università Cattolica del Sacro Cuore, Rome; Memory Clinic, Fondazione Policlinico Universitario 'A Gemelli', Rome, Italy
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168
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Kanchanatawan B, Tangwongchai S, Supasitthumrong T, Sriswasdi S, Maes M. Episodic memory and delayed recall are significantly more impaired in younger patients with deficit schizophrenia than in elderly patients with amnestic mild cognitive impairment. PLoS One 2018; 13:e0197004. [PMID: 29763451 PMCID: PMC5953437 DOI: 10.1371/journal.pone.0197004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 04/24/2018] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Both amnestic mild cognitive impairment (aMCI) and schizophrenia, in particular deficit schizophrenia, are accompanied by cognitive impairments. The aim of the present study was to examine the cognitive differences between aMCI and (non)deficit schizophrenia. METHODS Towards this end we recruited 60 participants with aMCI, 40 with deficit and 40 with nondeficit schizophrenia and 103 normal volunteers. Cognitive measures were assessed with the Consortium to Establish a Registry for Alzheimer's disease (CERAD) using the Verbal Fluency Test (VFT), Boston Naming Test (BNT), Mini-Mental State Examination (MMSE), Word list memory (WLM), Word list recall (WLRecall) and Word list recognition (WLRecognition). Data were analyzed using multivariate analyses and machine learning techniques. RESULTS BNT scores were significantly lower in aMCI as compared with nondeficit schizophrenia. Patients with deficit schizophrenia had significantly lower MMSE, WLM, WL True Recall and WL Recognition than aMCI patients, while WL False Recall was significantly higher in deficit schizophrenia than in aMCI. Neural network importance charts show that deficit and nondeficit schizophrenia are best separated from aMCI using total BNT score, while WLM and WL false Recall follow at a distance. CONCLUSIONS Patients with schizophrenia and aMCI have a significantly different neurocognitive profile. Memory impairments, especially in episodic memory, are significantly worse in younger patients with deficit schizophrenia as compared with elderly patients with aMCI, while the latter show more dysnomia than patients with schizophrenia.
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Affiliation(s)
- Buranee Kanchanatawan
- Department of Psychiatry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | | | | | - Sira Sriswasdi
- Research Affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Michael Maes
- Department of Psychiatry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Department of Psychiatry, Medical University of Plovdiv, Plovdiv, Bulgaria
- IMPACT Strategic Research Center, Deakin University, Geelong, Australia
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169
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Mascali D, DiNuzzo M, Serra L, Mangia S, Maraviglia B, Bozzali M, Giove F. Disruption of Semantic Network in Mild Alzheimer's Disease Revealed by Resting-State fMRI. Neuroscience 2018; 371:38-48. [PMID: 29197559 PMCID: PMC5809186 DOI: 10.1016/j.neuroscience.2017.11.030] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 10/19/2017] [Accepted: 11/16/2017] [Indexed: 01/18/2023]
Abstract
Subtle semantic deficits can be observed in Alzheimer's disease (AD) patients even in the early stages of the illness. In this work, we tested the hypothesis that the semantic control network is deregulated in mild AD patients. We assessed the integrity of the semantic control system using resting-state functional magnetic resonance imaging in a cohort of patients with mild AD (n = 38; mean mini-mental state examination = 20.5) and in a group of age-matched healthy controls (n = 19). Voxel-wise analysis spatially constrained in the left fronto-temporal semantic control network identified two regions with altered functional connectivity (FC) in AD patients, specifically in the pars opercularis (POp, BA44) and in the posterior middle temporal gyrus (pMTG, BA21). Using whole-brain seed-based analysis, we demonstrated that these two regions have altered FC even beyond the semantic control network. In particular, the pMTG displayed a wide-distributed pattern of lower connectivity to several brain regions involved in language-semantic processing, along with a possibly compensatory higher connectivity to the Wernicke's area. We conclude that in mild AD brain regions belonging to the semantic control network are abnormally connected not only within the network, but also to other areas known to be critical for language processing.
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Affiliation(s)
- Daniele Mascali
- Centro Fermi - Museo Storico della Fisica e Centro Studi e Ricerche "Enrico Fermi", Piazza del Viminale 1, 00184 Rome, Italy.
| | - Mauro DiNuzzo
- Center for Basic and Translational Neuroscience, Division of Glial Disease and Therapeutics, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen, Denmark; Centro Fermi - Museo Storico della Fisica e Centro Studi e Ricerche "Enrico Fermi", Piazza del Viminale 1, 00184 Rome, Italy
| | - Laura Serra
- Fondazione Santa Lucia IRCCS, Via Ardeatina 306, 00142 Rome, Italy
| | - Silvia Mangia
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, 2021 6th ST SE, Minneapolis, MN 55455, United States
| | - Bruno Maraviglia
- Centro Fermi - Museo Storico della Fisica e Centro Studi e Ricerche "Enrico Fermi", Piazza del Viminale 1, 00184 Rome, Italy; Fondazione Santa Lucia IRCCS, Via Ardeatina 306, 00142 Rome, Italy
| | - Marco Bozzali
- Fondazione Santa Lucia IRCCS, Via Ardeatina 306, 00142 Rome, Italy
| | - Federico Giove
- Centro Fermi - Museo Storico della Fisica e Centro Studi e Ricerche "Enrico Fermi", Piazza del Viminale 1, 00184 Rome, Italy; Fondazione Santa Lucia IRCCS, Via Ardeatina 306, 00142 Rome, Italy
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170
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Mueller KD, Koscik RL, Turkstra LS, Riedeman SK, LaRue A, Clark LR, Hermann B, Sager MA, Johnson SC. Connected Language in Late Middle-Aged Adults at Risk for Alzheimer's Disease. J Alzheimers Dis 2018; 54:1539-1550. [PMID: 27636838 DOI: 10.3233/jad-160252] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Connected language is often impaired among people with Alzheimer's disease (AD), yet little is known about when language difficulties first emerge on the path to a clinical diagnosis. The objective of this study was to determine whether individuals with psychometric (preclinical) evidence of amnestic mild cognitive impairment (pMCI) showed deficits in connected language measures. Participants were 39 pMCI and 39 cognitively healthy (CH) adults drawn from the Wisconsin Registry for Alzheimer's Prevention, who were matched for age, literacy, and sex. Participants completed a connected language task in which they described the Cookie Theft picture from the Boston Diagnostic Aphasia Examination. Language samples were analyzed across three language domains: content, syntactic complexity, and speech fluency. Paired t-tests were used to compare CH and pMCI groups on all variables, and Cohen's d effect sizes were calculated for each comparison. The CH and pMCI groups differed significantly on measures of content (e.g., CH group produced more semantic units, more unique words and had larger idea density, on average, than the pMCI group). The picture description findings are consistent with previous retrospective studies showing semantic language differences in adults with autopsy-confirmed AD. Given that these comparisons are between cognitively healthy and pMCI individuals (before a clinical MCI diagnosis), these findings may represent subtle language difficulty in spontaneous speech, and may be predictive of larger language changes over time.
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Affiliation(s)
- Kimberly Diggle Mueller
- Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.,Department of Communication Sciences & Disorders, University of Wisconsin, Madison, WI, USA
| | - Rebecca L Koscik
- Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Lyn S Turkstra
- Department of Communication Sciences & Disorders, University of Wisconsin, Madison, WI, USA
| | - Sarah K Riedeman
- Department of Communication Sciences & Disorders, University of Wisconsin, Madison, WI, USA
| | - Asenath LaRue
- Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Lindsay R Clark
- Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.,Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Bruce Hermann
- Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.,Department of Neurology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Mark A Sager
- Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Sterling C Johnson
- Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.,Geriatric Research Education and Clinical Center, William S. Middleton Memorial VA Hospital, Madison WI, USA.,Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
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171
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Tóth L, Hoffmann I, Gosztolya G, Vincze V, Szatlóczki G, Bánréti Z, Pákáski M, Kálmán J. A Speech Recognition-based Solution for the Automatic Detection of Mild Cognitive Impairment from Spontaneous Speech. Curr Alzheimer Res 2018; 15:130-138. [PMID: 29165085 PMCID: PMC5815089 DOI: 10.2174/1567205014666171121114930] [Citation(s) in RCA: 120] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Revised: 09/10/2017] [Accepted: 11/15/2017] [Indexed: 11/22/2022]
Abstract
BACKGROUND Even today the reliable diagnosis of the prodromal stages of Alzheimer's disease (AD) remains a great challenge. Our research focuses on the earliest detectable indicators of cognitive decline in mild cognitive impairment (MCI). Since the presence of language impairment has been reported even in the mild stage of AD, the aim of this study is to develop a sensitive neuropsychological screening method which is based on the analysis of spontaneous speech production during performing a memory task. In the future, this can form the basis of an Internet-based interactive screening software for the recognition of MCI. METHODS Participants were 38 healthy controls and 48 clinically diagnosed MCI patients. The provoked spontaneous speech by asking the patients to recall the content of 2 short black and white films (one direct, one delayed), and by answering one question. Acoustic parameters (hesitation ratio, speech tempo, length and number of silent and filled pauses, length of utterance) were extracted from the recorded speech signals, first manually (using the Praat software), and then automatically, with an automatic speech recognition (ASR) based tool. First, the extracted parameters were statistically analyzed. Then we applied machine learning algorithms to see whether the MCI and the control group can be discriminated automatically based on the acoustic features. RESULTS The statistical analysis showed significant differences for most of the acoustic parameters (speech tempo, articulation rate, silent pause, hesitation ratio, length of utterance, pause-per-utterance ratio). The most significant differences between the two groups were found in the speech tempo in the delayed recall task, and in the number of pauses for the question-answering task. The fully automated version of the analysis process - that is, using the ASR-based features in combination with machine learning - was able to separate the two classes with an F1-score of 78.8%. CONCLUSION The temporal analysis of spontaneous speech can be exploited in implementing a new, automatic detection-based tool for screening MCI for the community.
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Affiliation(s)
- László Tóth
- MTA-SZTE Research Group on Artificial Intelligence, Szeged, Hungary
| | - Ildikó Hoffmann
- Linguistics Department, University of Szeged, Szeged, Hungary
- Research Institute for Linguistics, Hungarian Academy of Sciences, Budapest, Hungary
| | - Gábor Gosztolya
- MTA-SZTE Research Group on Artificial Intelligence, Szeged, Hungary
| | - Veronika Vincze
- MTA-SZTE Research Group on Artificial Intelligence, Szeged, Hungary
| | | | - Zoltán Bánréti
- Research Institute for Linguistics, Hungarian Academy of Sciences, Budapest, Hungary
| | | | - János Kálmán
- Department of Psychiatry, University of Szeged, Szeged, Hungary
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172
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Macoir J, Fossard M, Lefebvre L, Monetta L, Renard A, Tran TM, Wilson MA. Detection Test for Language Impairments in Adults and the Aged-A New Screening Test for Language Impairment Associated With Neurodegenerative Diseases: Validation and Normative Data. Am J Alzheimers Dis Other Demen 2017; 32:382-392. [PMID: 28639484 PMCID: PMC10852687 DOI: 10.1177/1533317517715905] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2024]
Abstract
To date, there is no quick screening test that could be used during routine office visits to accurately assess language disorders in neurodegenerative diseases. To fill this important gap, we developed the Detection Test for Language impairments in Adults and the Aged (DTLA), a quick, sensitive, standardized screening test designed to assess language disorders in adults and the elderly individuals. In Study 1, we describe the development of the DTLA. In Study 2, we report data on the DTLA's validity and reliability. Finally, in Study 3, we establish normative data for the test. The DTLA has good convergent and discriminant validity as well as good internal consistency and test-retest reliability. Norms for the DTLA obtained from a sample of 545 healthy, community-dwelling, French-speaking adults from 4 French-speaking countries (Belgium, Canada (Quebec), France, and Switzerland) are provided. The development, validation, and standardization of the DTLA constitute a significant effort to meet the need for a language screening test adapted to neurodegenerative diseases.
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Affiliation(s)
- Joël Macoir
- Département de réadaptation, Faculté de médecine, Université Laval, Québec, Canada
- Centre de recherche, Institut universitaire en santé mentale de Québec, Québec, Canada
| | - Marion Fossard
- Institut des sciences du langage et de la communication, Université de Neuchâtel, Neuchâtel, Switzerland
| | - Laurent Lefebvre
- Service de Psychologie cognitive et Neuropsychologie, Université de Mons, Mons, Belgium
| | - Laura Monetta
- Département de réadaptation, Faculté de médecine, Université Laval, Québec, Canada
- Centre de recherche, Institut universitaire en santé mentale de Québec, Québec, Canada
| | - Antoine Renard
- Centre Leennaards de la Mémoire, Université de Lausanne, CHUv Lausanne, Switzerland
| | - Thi Mai Tran
- Département d’orthophonie, Faculté de Médecine, Université de Lille, France
| | - Maximiliano A. Wilson
- Département de réadaptation, Faculté de médecine, Université Laval, Québec, Canada
- Centre de recherche, Institut universitaire en santé mentale de Québec, Québec, Canada
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173
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Segkouli S, Paliokas I, Tzovaras D, Lazarou I, Karagiannidis C, Vlachos F, Tsolaki M. A computerized test for the assessment of mild cognitive impairment subtypes in sentence processing. AGING NEUROPSYCHOLOGY AND COGNITION 2017; 25:829-851. [PMID: 28914150 DOI: 10.1080/13825585.2017.1377679] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
This study examines thesentence processing ability of mild cognitive impairment (MCI) subtypes. In addition to standard MCI neuropsychological tests, an experimental approach was applied to assess language. 133 people (93 MCI/40 controls) participated in novel computerized sentence processing tasks. Results presented statistically significant differences between MCI/controls andMCI subtypes (ANOVA):(a) duration F(2,92) = 19.259,p < .001) in sentence construction; (b) correct answers (F(2, 89) = 8.560,p < .001) and duration (F2,89) = 15.525,p < .001)in text comprehension; (c) correct answers (F(2, 92) = 8.975,p < .001) andduration (F(2, 92) = 4.360,p = .016) in metaphoric sentences comprehension; (d) correct answers (F(2, 92) = 12.836,p < .001) andduration (F(2, 92) = 10.974,p < .001) in verb form generation. Subtle changes in MCIsubtypes could affect sentence processing and provide useful information for cognitive decline risk estimation and screening purposes.
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Affiliation(s)
- Sofia Segkouli
- a Information Technologies Institute-ITI , Centre for Research and Technology Hellas-CERTH , Thessaloniki , Greece.,b Department of Special Education , University of Thessaly , Volos , Greece
| | - Ioannis Paliokas
- a Information Technologies Institute-ITI , Centre for Research and Technology Hellas-CERTH , Thessaloniki , Greece
| | - Dimitrios Tzovaras
- a Information Technologies Institute-ITI , Centre for Research and Technology Hellas-CERTH , Thessaloniki , Greece
| | - Ioulietta Lazarou
- a Information Technologies Institute-ITI , Centre for Research and Technology Hellas-CERTH , Thessaloniki , Greece.,c 3rd Department of Neurology, General Hospital "G. Papanikolaou", Medical School , Aristotle University of Thessaloniki , Thessaloniki , Greece
| | | | - Filippos Vlachos
- b Department of Special Education , University of Thessaly , Volos , Greece
| | - Magda Tsolaki
- c 3rd Department of Neurology, General Hospital "G. Papanikolaou", Medical School , Aristotle University of Thessaloniki , Thessaloniki , Greece.,d Alzheimer's Day Care Unit "Saint John" , Greek Association of Alzheimer's Disease and Related Disorders , Thessaloniki , Greece
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174
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Tanaka H, Adachi H, Ukita N, Ikeda M, Kazui H, Kudo T, Nakamura S. Detecting Dementia Through Interactive Computer Avatars. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2017; 5:2200111. [PMID: 29018636 PMCID: PMC5630006 DOI: 10.1109/jtehm.2017.2752152] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 07/13/2017] [Accepted: 09/01/2017] [Indexed: 11/07/2022]
Abstract
This paper proposes a new approach to automatically detect dementia. Even though some works have detected dementia from speech and language attributes, most have applied detection using picture descriptions, narratives, and cognitive tasks. In this paper, we propose a new computer avatar with spoken dialog functionalities that produces spoken queries based on the mini-mental state examination, the Wechsler memory scale-revised, and other related neuropsychological questions. We recorded the interactive data of spoken dialogues from 29 participants (14 dementia and 15 healthy controls) and extracted various audiovisual features. We tried to predict dementia using audiovisual features and two machine learning algorithms (support vector machines and logistic regression). Here, we show that the support vector machines outperformed logistic regression, and by using the extracted features they classified the participants into two groups with 0.93 detection performance, as measured by the areas under the receiver operating characteristic curve. We also newly identified some contributing features, e.g., gap before speaking, the variations of fundamental frequency, voice quality, and the ratio of smiling. We concluded that our system has the potential to detect dementia through spoken dialog systems and that the system can assist health care workers. In addition, these findings could help medical personnel detect signs of dementia.
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Affiliation(s)
- Hiroki Tanaka
- Graduate School of Information ScienceNara Institute of Science and TechnologyNara630-0101Japan
| | | | - Norimichi Ukita
- Graduate School of EngineeringToyota Technological InstituteNagoya468-8511Japan
| | - Manabu Ikeda
- Department of PsychiatryGraduate School of MedicineOsaka UniversityOsaka565-0871Japan
| | - Hiroaki Kazui
- Department of PsychiatryGraduate School of MedicineOsaka UniversityOsaka565-0871Japan
| | - Takashi Kudo
- Health and Counseling CenterOsaka UniversityOsaka560-0043Japan
| | - Satoshi Nakamura
- Graduate School of Information ScienceNara Institute of Science and TechnologyNara630-0101Japan
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175
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Contribution of language studies to the understanding of cognitive impairment and its progression over time in Parkinson’s disease. Neurosci Biobehav Rev 2017; 80:657-672. [DOI: 10.1016/j.neubiorev.2017.07.014] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 06/28/2017] [Accepted: 07/27/2017] [Indexed: 11/24/2022]
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176
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Grasso SM, Shuster KM, Henry ML. Comparing the effects of clinician and caregiver-administered lexical retrieval training for progressive anomia. Neuropsychol Rehabil 2017; 29:866-895. [PMID: 28662598 DOI: 10.1080/09602011.2017.1339358] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
There is a growing body of literature indicating that lexical retrieval training can result in improved naming ability in individuals with neurodegenerative disease. Traditionally, treatment is administered by a speech-language pathologist, with little involvement of caregivers or carry-over of practice into the home. This study examined the effects of a lexical retrieval training programme that was implemented first by a clinician and, subsequently, by a trained caregiver. Two dyads, each consisting of one individual with anomia caused by neurodegenerative disease (one with mild cognitive impairment and one with logopenic primary progressive aphasia) and their caregiver, participated in the study. Results indicated medium and large effect sizes for both clinician- and caregiver-trained items, with generalisation to untrained stimuli. Participants reported improved confidence during communication as well as increased use of trained communication strategies after treatment. This study is the first to document that caregiver-administered speech and language intervention can have positive outcomes when paired with training by a clinician. Caregiver-administered treatment may be a viable means of increasing treatment dosage in the current climate of restricted reimbursement, particularly for patients with progressive conditions.
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Affiliation(s)
- Stephanie M Grasso
- a Communication Sciences and Disorders , University of Texas at Austin , Austin , TX , USA
| | - Kaleigh M Shuster
- a Communication Sciences and Disorders , University of Texas at Austin , Austin , TX , USA
| | - Maya L Henry
- a Communication Sciences and Disorders , University of Texas at Austin , Austin , TX , USA
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177
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Asgari M, Kaye J, Dodge H. Predicting mild cognitive impairment from spontaneous spoken utterances. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2017; 3:219-228. [PMID: 29067328 PMCID: PMC5651423 DOI: 10.1016/j.trci.2017.01.006] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Trials in Alzheimer's disease are increasingly focusing on prevention in asymptomatic individuals. We hypothesized that indicators of mild cognitive impairment (MCI) may be present in the content of spoken language in older adults and be useful in distinguishing those with MCI from those who are cognitively intact. To test this hypothesis, we performed linguistic analyses of spoken words in participants with MCI and those with intact cognition participating in a clinical trial. METHODS Data came from a randomized controlled behavioral clinical trial to examine the effect of unstructured conversation on cognitive function among older adults with either normal cognition or MCI (ClinicalTrials.gov: NCT01571427). Unstructured conversations (but with standardized preselected topics across subjects) were recorded between interviewers and interviewees during the intervention sessions of the trial from 14 MCI and 27 cognitively intact participants. From the transcription of interviewees recordings, we grouped spoken words using Linguistic Inquiry and Word Count (LIWC), a structured table of words, which categorizes 2500 words into 68 different word subcategories such as positive and negative words, fillers, and physical states. The number of words in each LIWC word subcategory constructed a vector of 68 dimensions representing the linguistic features of each subject. We used support vector machine and random forest classifiers to distinguish MCI from cognitively intact participants. RESULTS MCI participants were distinguished from those with intact cognition using linguistic features obtained by LIWC with 84% classification accuracy which is well above chance 60%. DISCUSSION Linguistic analyses of spoken language may be a powerful tool in distinguishing MCI subjects from those with intact cognition. Further studies to assess whether spoken language derived measures could detect changes in cognitive functions in clinical trials are warrented.
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Affiliation(s)
- Meysam Asgari
- Center for Spoken Language Understanding, Oregon Health & Science University (OHSU), Portland, Oregon, USA
| | - Jeffrey Kaye
- Department of Neurology, Layton Aging and Alzheimer's Disease Center, Oregon Health & Science University (OHSU), Portland, Oregon, USA
| | - Hiroko Dodge
- Department of Neurology, Layton Aging and Alzheimer's Disease Center, Oregon Health & Science University (OHSU), Portland, Oregon, USA
- Department of Neurology, Michigan Alzheimer's Disease Center, University of Michigan, Ann Arbor, Michigan, USA
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178
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Casaletto KB, Marx G, Dutt S, Neuhaus J, Saloner R, Kritikos L, Miller B, Kramer JH. Is "Learning" episodic memory? Distinct cognitive and neuroanatomic correlates of immediate recall during learning trials in neurologically normal aging and neurodegenerative cohorts. Neuropsychologia 2017; 102:19-28. [PMID: 28549937 DOI: 10.1016/j.neuropsychologia.2017.05.021] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Revised: 05/18/2017] [Accepted: 05/20/2017] [Indexed: 11/19/2022]
Abstract
Although commonly interpreted as a marker of episodic memory during neuropsychological exams, relatively little is known regarding the neurobehavior of "total learning" immediate recall scores. Medial temporal lobes are clearly associated with delayed recall performances, yet immediate recall may necessitate networks beyond traditional episodic memory. We aimed to operationalize cognitive and neuroanatomic correlates of total immediate recall in several aging syndromes. Demographically-matched neurologically normal adults (n=91), individuals with Alzheimer's disease (n=566), logopenic variant primary progressive aphasia (PPA) (n=34), behavioral variant frontotemporal dementia (n=97), semantic variant PPA (n=71), or nonfluent/agrammatic variant PPA (n=39) completed a neurocognitive battery, including the CVLT-Short Form trials 1-4 Total Immediate Recall; a majority subset also completed a brain MRI. Regressions covaried for age and sex, and MMSE in cognitive and total intracranial volume in neuroanatomic models. Neurologically normal adults demonstrated a heterogeneous pattern of cognitive associations with total immediate recall (executive, speed, delayed recall), such that no singular cognitive or neuroanatomic correlate uniquely predicted performance. Within the clinical cohorts, there were syndrome-specific cognitive and neural associations with total immediate recall; e.g., semantic processing was the strongest cognitive correlate in svPPA (partial r=0.41), while frontal volumes was the only meaningful neural correlate in bvFTD (partial r=0.20). Medial temporal lobes were not independently associated with total immediate recall in any group (ps>0.05). Multiple neurobehavioral systems are associated with "total learning" immediate recall scores that importantly differ across distinct clinical syndromes. Conventional memory networks may not be sufficient or even importantly contribute to total immediate recall in many syndromes. Interpreting learning scores as equivalent to episodic memory may be erroneous.
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Affiliation(s)
- K B Casaletto
- University of California, San Francisco, Department of Neurology, 675 Rising Nelson Lane, San Francisco, CA 94158 USA.
| | - G Marx
- University of California, San Francisco, Department of Neurology, 675 Rising Nelson Lane, San Francisco, CA 94158 USA.
| | - S Dutt
- University of California, San Francisco, Department of Neurology, 675 Rising Nelson Lane, San Francisco, CA 94158 USA.
| | - J Neuhaus
- University of California, San Francisco, Department of Neurology, 675 Rising Nelson Lane, San Francisco, CA 94158 USA.
| | - R Saloner
- University of California, San Francisco, Department of Neurology, 675 Rising Nelson Lane, San Francisco, CA 94158 USA.
| | - L Kritikos
- University of California, San Francisco, Department of Neurology, 675 Rising Nelson Lane, San Francisco, CA 94158 USA.
| | - B Miller
- University of California, San Francisco, Department of Neurology, 675 Rising Nelson Lane, San Francisco, CA 94158 USA
| | - J H Kramer
- University of California, San Francisco, Department of Neurology, 675 Rising Nelson Lane, San Francisco, CA 94158 USA.
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179
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Boschi V, Catricalà E, Consonni M, Chesi C, Moro A, Cappa SF. Connected Speech in Neurodegenerative Language Disorders: A Review. Front Psychol 2017; 8:269. [PMID: 28321196 PMCID: PMC5337522 DOI: 10.3389/fpsyg.2017.00269] [Citation(s) in RCA: 159] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Accepted: 02/10/2017] [Indexed: 12/12/2022] Open
Abstract
Language assessment has a crucial role in the clinical diagnosis of several neurodegenerative diseases. The analysis of extended speech production is a precious source of information encompassing the phonetic, phonological, lexico-semantic, morpho-syntactic, and pragmatic levels of language organization. The knowledge about the distinctive linguistic variables identifying language deficits associated to different neurodegenerative diseases has progressively improved in the last years. However, the heterogeneity of such variables and of the way they are measured and classified limits any generalization and makes the comparison among studies difficult. Here we present an exhaustive review of the studies focusing on the linguistic variables derived from the analysis of connected speech samples, with the aim of characterizing the language disorders of the most prevalent neurodegenerative diseases, including primary progressive aphasia, Alzheimer's disease, movement disorders, and amyotrophic lateral sclerosis. A total of 61 studies have been included, considering only those reporting group analysis and comparisons with a group of healthy persons. This review first analyzes the differences in the tasks used to elicit connected speech, namely picture description, story narration, and interview, considering the possible different contributions to the assessment of different linguistic domains. This is followed by an analysis of the terminologies and of the methods of measurements of the variables, indicating the need for harmonization and standardization. The final section reviews the linguistic domains affected by each different neurodegenerative disease, indicating the variables most consistently impaired at each level and suggesting the key variables helping in the differential diagnosis among diseases. While a large amount of valuable information is already available, the review highlights the need of further work, including the development of automated methods, to take advantage of the richness of connected speech analysis for both research and clinical purposes.
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Affiliation(s)
- Veronica Boschi
- NETS, Center for Neurocognition, Epistemology and Theoretical Syntax, Institute for Advanced Study-Pavia Pavia, Italy
| | - Eleonora Catricalà
- NETS, Center for Neurocognition, Epistemology and Theoretical Syntax, Institute for Advanced Study-Pavia Pavia, Italy
| | - Monica Consonni
- Third Neurology Unit and Motor Neuron Diseases Center, IRCCS Foundation "Carlo Besta" Neurological Institute Milan, Italy
| | - Cristiano Chesi
- NETS, Center for Neurocognition, Epistemology and Theoretical Syntax, Institute for Advanced Study-Pavia Pavia, Italy
| | - Andrea Moro
- NETS, Center for Neurocognition, Epistemology and Theoretical Syntax, Institute for Advanced Study-Pavia Pavia, Italy
| | - Stefano F Cappa
- NETS, Center for Neurocognition, Epistemology and Theoretical Syntax, Institute for Advanced Study-PaviaPavia, Italy; IRCCS S. Giovanni di Dio FatebenefratelliBrescia, Italy
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180
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Mapping visual dominance in human sleep. Neuroimage 2017; 150:250-261. [PMID: 28232191 DOI: 10.1016/j.neuroimage.2017.02.053] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Revised: 02/15/2017] [Accepted: 02/19/2017] [Indexed: 12/19/2022] Open
Abstract
Sleep is a universal behavior, essential for humans and animals alike to survive. Its importance to a person's physical and mental health cannot be overstated. Although lateralization of function is well established in the lesion, split-brain and task based neuroimaging literature, and more recently in functional imaging studies of spontaneous fluctuations of the fMRI BOLD signal during wakeful rest, it is unknown if these asymmetries are present during sleep. We investigated hemispheric asymmetries in the global brain signal during non-REM sleep. Here we show that increasing sleep depth is accompanied by an increasing rightward asymmetry of regions in visual cortex including primary bilaterally and in the right hemisphere along the lingual gyrus and middle temporal cortex. In addition, left hemisphere language regions largely maintained their leftward asymmetry during sleep. Right hemisphere attention related regions expressed a more complicated relation with some regions maintaining a rightward asymmetry while this was lost in others. These results suggest that asymmetries in the human brain are state dependent.
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181
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Natural products against Alzheimer's disease: Pharmaco-therapeutics and biotechnological interventions. Biotechnol Adv 2016; 35:178-216. [PMID: 28043897 DOI: 10.1016/j.biotechadv.2016.12.005] [Citation(s) in RCA: 138] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Revised: 12/19/2016] [Accepted: 12/23/2016] [Indexed: 12/30/2022]
Abstract
Alzheimer's disease (AD) is a severe, chronic and progressive neurodegenerative disease associated with memory and cognition impairment ultimately leading to death. It is the commonest reason of dementia in elderly populations mostly affecting beyond the age of 65. The pathogenesis is indicated by accumulation of the amyloid-beta (Aβ) plaques and neurofibrillary tangles (NFT) in brain tissues and hyperphosphorylation of tau protein in neurons. The main cause is considered to be the formation of reactive oxygen species (ROS) due to oxidative stress. The current treatment provides only symptomatic relief by offering temporary palliative therapy which declines the rate of cognitive impairment associated with AD. Inhibition of the enzyme acetylcholinesterase (AChE) is considered as one of the major therapeutic strategies offering only symptomatic relief and moderate disease-modifying effect. Other non-cholinergic therapeutic approaches include antioxidant and vitamin therapy, stem cell therapy, hormonal therapy, use of antihypertensive or lipid-lowering medications and selective phosphodiesterase (PDE) inhibitors, inhibition of β-secretase and γ-secretase and Aβ aggregation, inhibition of tau hyperphosphorylation and intracellular NFT, use of nonsteroidal anti-inflammatory drugs (NSAIDs), transition metal chelators, insulin resistance drugs, etanercept, brain-derived neurotrophic factor (BDNF) etc. Medicinal plants have been reported for possible anti-AD activity in a number of preclinical and clinical trials. Ethnobotany, being popular in China and in the Far East and possibly less emphasized in Europe, plays a substantial role in the discovery of anti-AD agents from botanicals. Chinese Material Medica (CMM) involving Chinese medicinal plants has been used traditionally in China in the treatment of AD. Ayurveda has already provided numerous lead compounds in drug discovery and many of these are also undergoing clinical investigations. A number of medicinal plants either in their crude forms or as isolated compounds have exhibited to reduce the pathological features associated with AD. In this present review, an attempt has been made to elucidate the molecular mode of action of various plant extracts, phytochemicals and traditional herbal formulations investigated against AD as reported in various preclinical and clinical tests. Herbal synergism often found in polyherbal formulations were found effective to combat disease heterogeneity as found in complex pathogenesis of AD. Finally a note has been added to describe biotechnological improvement, genetic and genomic resources and mathematical and statistical techniques for empirical model building associated with anti-AD plant secondary metabolites and their source botanicals.
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182
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Fernández G, Manes F, Politi LE, Orozco D, Schumacher M, Castro L, Agamennoni O, Rotstein NP. Patients with Mild Alzheimer's Disease Fail When Using Their Working Memory: Evidence from the Eye Tracking Technique. J Alzheimers Dis 2016; 50:827-38. [PMID: 26836011 DOI: 10.3233/jad-150265] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Patients with Alzheimer's disease (AD) develop progressive language, visuoperceptual, attentional, and oculomotor changes that can have an impact on their reading comprehension. However, few studies have examined reading behavior in AD, and none have examined the contribution of predictive cueing in reading performance. For this purpose we analyzed the eye movement behavior of 35 healthy readers (Controls) and 35 patients with probable AD during reading of regular and high-predictable sentences. The cloze predictability of words N - 1, and N + 1 exerted an influence on the reader's gaze duration. The predictabilities of preceding words in high-predictable sentences served as task-appropriate cues that were used by Control readers. In contrast, these effects were not present in AD patients. In Controls, changes in predictability significantly affected fixation duration along the sentence; noteworthy, these changes did not affect fixation durations in AD patients. Hence, only in healthy readers did predictability of upcoming words influence fixation durations via memory retrieval. Our results suggest that Controls used stored information of familiar texts for enhancing their reading performance and imply that contextual-word predictability, whose processing is proposed to require memory retrieval, only affected reading behavior in healthy subjects. In AD patients, this loss reveals impairments in brain areas such as those corresponding to working memory and memory retrieval. These findings might be relevant for expanding the options for the early detection and monitoring in the early stages of AD. Furthermore, evaluation of eye movements during reading could provide a new tool for measuring drug impact on patients' behavior.
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Affiliation(s)
- Gerardo Fernández
- Universidad Nacional del Sur (UNS), Bahía Blanca, Argentina, Instituto de Investigaciones en Ingeniería Eléctrica (IIIE) (UNS-CONICET), Bahía Blanca, Buenos Aires, Argentina
| | - Facundo Manes
- Institute of Cognitive Neurology (INECO), Buenos Aires, Argentina
| | - Luis E Politi
- Instituto de Investigaciones Bioquímicas de Bahía Blanca (INIBIBB) (UNS-CONICET), Bahía Blanca, Buenos Aires, Argentina
| | - David Orozco
- Clínica Privada Bahiense, Bahía Blanca, Buenos Aires, Argentina
| | - Marcela Schumacher
- Universidad Nacional del Sur (UNS), Bahía Blanca, Argentina, Instituto de Investigaciones en Ingeniería Eléctrica (IIIE) (UNS-CONICET), Bahía Blanca, Buenos Aires, Argentina
| | - Liliana Castro
- Universidad Nacional del Sur (UNS), Bahía Blanca, Argentina, Instituto de Investigaciones en Ingeniería Eléctrica (IIIE) (UNS-CONICET), Bahía Blanca, Buenos Aires, Argentina
| | - Osvaldo Agamennoni
- Universidad Nacional del Sur (UNS), Bahía Blanca, Argentina, Instituto de Investigaciones en Ingeniería Eléctrica (IIIE) (UNS-CONICET), Bahía Blanca, Buenos Aires, Argentina
| | - Nora P Rotstein
- Instituto de Investigaciones Bioquímicas de Bahía Blanca (INIBIBB) (UNS-CONICET), Bahía Blanca, Buenos Aires, Argentina
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183
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Fraser KC, Meltzer JA, Rudzicz F. Linguistic Features Identify Alzheimer's Disease in Narrative Speech. J Alzheimers Dis 2016; 49:407-22. [PMID: 26484921 DOI: 10.3233/jad-150520] [Citation(s) in RCA: 253] [Impact Index Per Article: 28.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Although memory impairment is the main symptom of Alzheimer's disease (AD), language impairment can be an important marker. Relatively few studies of language in AD quantify the impairments in connected speech using computational techniques. OBJECTIVE We aim to demonstrate state-of-the-art accuracy in automatically identifying Alzheimer's disease from short narrative samples elicited with a picture description task, and to uncover the salient linguistic factors with a statistical factor analysis. METHODS Data are derived from the DementiaBank corpus, from which 167 patients diagnosed with "possible" or "probable" AD provide 240 narrative samples, and 97 controls provide an additional 233. We compute a number of linguistic variables from the transcripts, and acoustic variables from the associated audio files, and use these variables to train a machine learning classifier to distinguish between participants with AD and healthy controls. To examine the degree of heterogeneity of linguistic impairments in AD, we follow an exploratory factor analysis on these measures of speech and language with an oblique promax rotation, and provide interpretation for the resulting factors. RESULTS We obtain state-of-the-art classification accuracies of over 81% in distinguishing individuals with AD from those without based on short samples of their language on a picture description task. Four clear factors emerge: semantic impairment, acoustic abnormality, syntactic impairment, and information impairment. CONCLUSION Modern machine learning and linguistic analysis will be increasingly useful in assessment and clustering of suspected AD.
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Affiliation(s)
- Kathleen C Fraser
- Department of Computer Science, University of Toronto, Toronto, Canada
| | | | - Frank Rudzicz
- Department of Computer Science, University of Toronto, Toronto, Canada.,Toronto Rehabilitation Institute-UHN, Toronto, Canada
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184
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Martínez-Sánchez F, Meilán JJG, Vera-Ferrandiz JA, Carro J, Pujante-Valverde IM, Ivanova O, Carcavilla N. Speech rhythm alterations in Spanish-speaking individuals with Alzheimer's disease. AGING NEUROPSYCHOLOGY AND COGNITION 2016; 24:418-434. [PMID: 27684109 DOI: 10.1080/13825585.2016.1220487] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Rhythm is the speech property related to the temporal organization of sounds. Considerable evidence is now available for suggesting that dementia of Alzheimer's type is associated with impairments in speech rhythm. The aim of this study is to assess the use of an automatic computerized system for measuring speech rhythm characteristics in an oral reading task performed by 45 patients with Alzheimer's disease (AD) compared with those same characteristics among 82 healthy older adults without a diagnosis of dementia, and matched by age, sex and cultural background. Ranges of rhythmic-metric and clinical measurements were applied. The results show rhythmic differences between the groups, with higher variability of syllabic intervals in AD patients. Signal processing algorithms applied to oral reading recordings prove to be capable of differentiating between AD patients and older adults without dementia with an accuracy of 87% (specificity 81.7%, sensitivity 82.2%), based on the standard deviation of the duration of syllabic intervals. Experimental results show that the syllabic variability measurements extracted from the speech signal can be used to distinguish between older adults without a diagnosis of dementia and those with AD, and may be useful as a tool for the objective study and quantification of speech deficits in AD.
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Affiliation(s)
| | - Juan J G Meilán
- b Department of Psychology , University of Salamanca , Salamanca , Spain.,c Institute of Neurosciences of Castile and Leon (INCYL) , Salamanca , Spain
| | | | - Juan Carro
- b Department of Psychology , University of Salamanca , Salamanca , Spain.,c Institute of Neurosciences of Castile and Leon (INCYL) , Salamanca , Spain
| | | | - Olga Ivanova
- b Department of Psychology , University of Salamanca , Salamanca , Spain.,c Institute of Neurosciences of Castile and Leon (INCYL) , Salamanca , Spain
| | - Nuria Carcavilla
- b Department of Psychology , University of Salamanca , Salamanca , Spain.,c Institute of Neurosciences of Castile and Leon (INCYL) , Salamanca , Spain
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185
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Yogev-Seligmann G, Oren N, Ash EL, Hendler T, Giladi N, Lerner Y. Altered Topology in Information Processing of a Narrated Story in Older Adults with Mild Cognitive Impairment. J Alzheimers Dis 2016; 53:517-33. [DOI: 10.3233/jad-150845] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Galit Yogev-Seligmann
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Functional Brain Center, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Noga Oren
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Functional Brain Center, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Elissa L. Ash
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Center for Memory and Attention Disorders, Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Talma Hendler
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Functional Brain Center, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- School of Psychological Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Nir Giladi
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Center for Memory and Attention Disorders, Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Sieratzki Chair in Neurology, Tel-Aviv University
| | - Yulia Lerner
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Functional Brain Center, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
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186
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Serna A, Contador I, Bermejo-Pareja F, Mitchell AJ, Fernández-Calvo B, Ramos F, Villarejo A, Benito-León J. Accuracy of a Brief Neuropsychological Battery for the Diagnosis of Dementia and Mild Cognitive Impairment: An Analysis of the NEDICES Cohort. J Alzheimers Dis 2016; 48:163-73. [PMID: 26401937 DOI: 10.3233/jad-150086] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Early separation of mild cognitive impairment (MCI) from normal aging and mild cases of dementia remains a challenge, especially in the general population. We aimed to analyze the diagnostic accuracy of a brief neuropsychological battery (BNB) in dementia and MCI cases from the Neurological Disorders in Central Spain (NEDICES) population-based cohort study. We screened 3,891 participants into dementia and non-dementia groups using a two-phase procedure: screening (MMSE-37 and Pfeffer-11) and clinical diagnosis by specialists (DSM-IV criteria). We selected subsequently a subsample of dementia (n = 98), MCI (n = 71), and cognitively healthy (n = 123) participants matched in socio-demographic characteristics. The clinical validity of each test of the BNB was determined by the area under the ROC curve. We determined the best combination of tests to classify individuals into the diagnostic groups by logistic regression analyses. The results indicated that dementia and MCI groups could be best discriminated from the healthy control group on the basis of their scores on the semantic verbal fluency and delayed recall subtests of the BNB. As for discriminating the MCI group from the dementia group, immediate recall tasks (stories and pictures) yielded the highest level of accuracy. Probably the most interesting finding is that the verbal fluency task consistently allowed discrimination among the diagnostic groups. Overall, subtests of the BNB are more accurate in differentiating dementia patients than MCI patients from healthy controls. In this population-based sample, a more fine-grained discrimination that includes MCI patients should follow a systematic subtest-wise analysis and decision.
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Affiliation(s)
- Adriana Serna
- Department of Personality, Evaluation and Psychological Treatment, University of Salamanca, Salamanca, Spain
| | - Israel Contador
- Department of Basic Psychology, Psychobiology and Methodology of Behavioral Science, University of Salamanca, Salamanca, Spain
| | - Félix Bermejo-Pareja
- Research Institute (Imas12), University Hospital "12 de Octubre", Madrid, Spain.,Department of Medicine, Faculty of Medicine, Complutense University, Madrid, Spain.,Center for Networked Biomedical Research on Neurodegenerative Diseases (CIBERNED), Madrid, Spain
| | - Alex J Mitchell
- Leicestershire Partnership NHS Trust and University of Leicester, UK
| | | | - Francisco Ramos
- Department of Personality, Evaluation and Psychological Treatment, University of Salamanca, Salamanca, Spain
| | - Alberto Villarejo
- Center for Networked Biomedical Research on Neurodegenerative Diseases (CIBERNED), Madrid, Spain.,Department of Neurology, University Hospital "12 de Octubre", Madrid, Spain
| | - Julián Benito-León
- Center for Networked Biomedical Research on Neurodegenerative Diseases (CIBERNED), Madrid, Spain.,Department of Neurology, University Hospital "12 de Octubre", Madrid, Spain
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187
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Zhu H, Zhou P, Alcauter S, Chen Y, Cao H, Tian M, Ming D, Qi H, Wang X, Zhao X, He F, Ni H, Gao W. Changes of intranetwork and internetwork functional connectivity in Alzheimer’s disease and mild cognitive impairment. J Neural Eng 2016; 13:046008. [PMID: 27247279 DOI: 10.1088/1741-2560/13/4/046008] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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188
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Aramaki E, Shikata S, Miyabe M, Kinoshita A. Vocabulary Size in Speech May Be an Early Indicator of Cognitive Impairment. PLoS One 2016; 11:e0155195. [PMID: 27176919 PMCID: PMC4866705 DOI: 10.1371/journal.pone.0155195] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 04/25/2016] [Indexed: 11/18/2022] Open
Abstract
Little is known about the relationship between mild cognitive impairment (MCI) and changes to language abilities. Here, we used the revised Hasegawa Dementia Scale (HDS-R) to identify suspected MCI in elderly individuals. We then analyzed written and spoken narratives to compare the language abilities between study participants with and without MCI in order to explore the relationship between cognitive and language abilities, and to identify a possible indicator for the early detection of MCI and dementia. We recruited 22 people aged 74 to 86 years (mean: 78.32 years; standard deviation: 3.36). The participants were requested to write and talk about one of the happiest events in their lives. Based on HDS-R scores, we divided the participants into 2 groups: the MCI Group comprised 8 participants with a score of 26 or lower, while the Healthy Group comprised 14 participants with a score of 27 or higher. The transcriptions of both written and spoken samples for each participant were used in the measurement of NLP-based language ability scores. Our analysis showed no significant differences in writing abilities between the 2 groups in any of the language ability scores. However, analysis of the spoken narrative showed that the MCI Group had a significantly larger vocabulary size. In addition, analysis of a metric that signified the gap in content between the spoken and written narratives also revealed a larger vocabulary size in the MCI Group. Individuals with early-stage MCI may be engaging in behavior to conceal their deteriorating cognition, thereby leading to a temporary increase in their active spoken vocabulary. These results indicate the possible detection of early stages of reduced cognition before dementia onset through the analysis of spoken narratives.
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Affiliation(s)
- Eiji Aramaki
- Nara Institute of Science and Technology (NAIST), 8916–5 Takayama, Ikoma City, 630–0192, Japan
- * E-mail:
| | - Shuko Shikata
- Nara Institute of Science and Technology (NAIST), 8916–5 Takayama, Ikoma City, 630–0192, Japan
| | - Mai Miyabe
- Wakayama University, Sakaedani 930, Wakayama City, 640–8510, Japan
| | - Ayae Kinoshita
- Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Syogoin, Sakyo-ku, Kyoto City, 606–8507, Japan
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189
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Mutated tau, amyloid and neuroinflammation in Alzheimer disease—A brief review. ACTA ACUST UNITED AC 2016; 51:1-8. [PMID: 26851150 DOI: 10.1016/j.proghi.2016.01.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 01/14/2016] [Accepted: 01/14/2016] [Indexed: 01/08/2023]
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190
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Payne BR, Stine-Morrow EAL. Risk for Mild Cognitive Impairment Is Associated With Semantic Integration Deficits in Sentence Processing and Memory. J Gerontol B Psychol Sci Soc Sci 2016; 71:243-53. [PMID: 25190209 PMCID: PMC5014242 DOI: 10.1093/geronb/gbu103] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 07/13/2014] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES We examined the degree to which online sentence processing and offline sentence memory differed among older adults who showed risk for amnestic and nonamnestic varieties of mild cognitive impairment (MCI), based on psychometric classification. METHOD Participants (N = 439) read a series of sentences in a self-paced word-by-word reading paradigm for subsequent recall and completed a standardized cognitive test battery. Participants were classified into 3 groups: unimpaired controls (N = 281), amnestic MCI (N = 94), or nonamnestic MCI (N = 64). RESULTS Relative to controls, both MCI groups had poorer sentence memory and showed reduced sentence wrap-up effects, indicating reduced allocation to semantic integration processes. Wrap-up effects predicted subsequent recall in the control and nonamnestic groups. The amnestic MCI group showed poorer recall than the nonamnestic MCI group, and only the amnestic MCI group showed no relationship between sentence wrap-up and recall. DISCUSSION Our findings suggest that psychometrically defined sub-types of MCI are associated with unique deficits in sentence processing and can differentiate between the engagement of attentional resources during reading and the effectiveness of engaging attentional resources in producing improved memory.
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Affiliation(s)
- Brennan R Payne
- The Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign.
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Sugimoto T, Misu S, Sawa R, Nakakubo S, Ueda Y, Nakatsu N, Saito T, Nakamura R, Murata S, Ono R. Association between the Cardio-Ankle Vascular Index and Executive Function in Community-Dwelling Elderly People. J Atheroscler Thromb 2016; 23:857-64. [PMID: 26860884 DOI: 10.5551/jat.31005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
AIM The aim of this study was to investigate the cross-sectional association between arterial stiffness (AS) measured with the cardio-ankle vascular index (CAVI) and executive function in community-dwelling elderly people. METHODS Subjects were 140 community-dwelling elderly people who participated in the study at Kobe, Japan during the period of August-September 2014, of which 126 (mean age±SD: 73.2±6.1, female: 67.5%) met the inclusion criteria and completed the study. Age, sex, body mass index, global cognition, existence of chronic disease, medication, smoking history, and years of education were assessed. The degree of AS was assessed using CAVI. Executive function was assessed using the Category Word Fluency Test (CWFT), Letter Word Fluency Test (LWFT), and Digit Symbol Substitution Test (DSST). We used a correlation analysis and multiple linear regression analysis to investigate whether higher CAVI was independently associated with lower executive function. RESULTS In the univariate analysis, higher mean CAVI correlated with lower CWFT (rho=-0.21, p=0.020), LWFT (rho=-0.32, p<0.001), and DSST (rho=-0.31, p<0.001). In the multivariate analysis, higher mean CAVI was associated with lower LWFT (β=-0.21, p=0.046) after adjusting for confounding factors, although there was no association with CWFT (β=-0.05, p=0.61) and DSST (β=-0.06, p=0.51). CONCLUSIONS We found that high CAVI was associated with lower LWFT. These results suggest that arterial stiffness is associated with lower performance in phonemic fluency.
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Affiliation(s)
- Taiki Sugimoto
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology
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Kato S, Homma A, Sakuma T, Nakamura M. Detection of mild Alzheimer's disease and mild cognitive impairment from elderly speech: Binary discrimination using logistic regression. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2016; 2015:5569-72. [PMID: 26737554 DOI: 10.1109/embc.2015.7319654] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In this research, we have developed a novel data-mining approach for detection of cognitive impairment, SPCIR (Speech Prosody-Based Cognitive Impairment Rating), which can discriminate between mild cognitive impairment and mild Alzheimer's disease from elderly using prosodic sign extracted from elderly speech during questionnaire test. This paper proposes a binary discrimination model of SPCIR using multivariate logistic regression and model selection using receiver operating characteristic (ROC) curve analysis, and reports the sensitivity and specificity of SPCIR for diagnosis (control; mild cognitive impairment/mild Alzheimer's disease).
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Manouilidou C, Dolenc B, Marvin T, Pirtošek Z. Processing complex pseudo-words in mild cognitive impairment: The interaction of preserved morphological rule knowledge with compromised cognitive ability. CLINICAL LINGUISTICS & PHONETICS 2015; 30:49-67. [PMID: 26588013 DOI: 10.3109/02699206.2015.1102970] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Mild cognitive impairment (MCI) affects the cognitive performance of elderly adults. However, the level of severity is not high enough to be diagnosed with dementia. Previous research reports subtle language impairments in individuals with MCI specifically in domains related to lexical meaning. The present study used both off-line (grammaticality judgment) and on-line (lexical decision) tasks to examine aspects of lexical processing and how they are affected by MCI. 21 healthy older adults and 23 individuals with MCI saw complex pseudo-words that violated various principles of word formation in Slovenian and decided if each letter string was an actual word of their language. The pseudo-words ranged in their degree of violability. A task effect was found, with MCI performance to be similar to that of healthy controls in the off-line task but different in the on-line task. Overall, the MCI group responded slower than the elderly controls. No significant differences were observed in the off-line task, while the on-line task revealed a main effect of Violation type, a main effect of Group and a significant Violation × Group interaction reflecting a difficulty for the MCI group to process pseudo-words in real time. That is, while individuals with MCI seem to preserve morphological rule knowledge, they experience additional difficulties while processing complex pseudo-words. This was attributed to an executive dysfunction associated with MCI that delays the recognition of ungrammatical formations.
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Affiliation(s)
- Christina Manouilidou
- a Department of Philology - Linguistics Section , University of Patras , Rio-Patras , Greece
| | - Barbara Dolenc
- b Laboratory for Cognitive Neuroscience, Department of Neurology , Ljubljana University Medical Centre , Ljubljana , Slovenia
| | - Tatjana Marvin
- c Department of Comparative and General Linguistics , University of Ljubljana , Ljubljana , Slovenia
| | - Zvezdan Pirtošek
- d Neurology Clinic, Ljubljana University Medical Centre , Ljubljana , Slovenia
- e Department of Neurology , University of Ljubljana , Ljubljana , Slovenia
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194
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More Delusions May Be Observed in Low-Proficient Multilingual Alzheimer's Disease Patients. PLoS One 2015; 10:e0140714. [PMID: 26554588 PMCID: PMC4640847 DOI: 10.1371/journal.pone.0140714] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2015] [Accepted: 09/28/2015] [Indexed: 11/19/2022] Open
Abstract
Background Language impairment and behavioral symptoms are both common phenomena in dementia patients. In this study, we investigated the behavioral symptoms in dementia patients with different language backgrounds. Through this, we aimed to propose a possible connection between language and delusion. Methods We recruited 21 patients with Alzheimer’s disease (AD), according to the DSM-IV and NINCDS-ADRDA criteria, from the memory clinic of the Cardinal Tien Hospital in Taipei, Taiwan. They were classified into two groups: 11 multilinguals who could speak Japanese, Taiwanese and Mandarin Chinese, and 10 bilinguals who only spoke Taiwanese and Mandarin Chinese. There were no differences between age, education, disease duration, disease severity, environment and medical care between these two groups. Comprehensive neuropsychological examinations, including Clinical Dementia Rating (CDR), Mini-Mental Status Examination (MMSE), Cognitive Abilities Screening Instrument (CASI), Verbal fluency, Chinese version of the Boston naming test (BNT) and the Behavioral Pathology in Alzheimer’s Disease Rating Scale (BEHAVE-AD), were administered. Results The multilingual group showed worse results on the Boston naming test. Other neuropsychological tests, including the MMSE, CASI and Verbal fluency, were not significantly different. More delusions were noted in the multilingual group. Three pairs of subjects were identified for further examination of their differences. These three cases presented the typical scenario of how language misunderstanding may cause delusions in multilingual dementia patients. Consequently, more emotion and distorted ideas may be induced in the multilinguals compared with the MMSE-matched controls. Conclusion Inappropriate mixing of language or conflict between cognition and emotion may cause more delusions in these multilingual patients. This reminds us that delusion is not a pure biological outcome of brain degeneration. Although the cognitive performance was not significantly different between our groups, language may still affect their delusion.
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196
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Szatloczki G, Hoffmann I, Vincze V, Kalman J, Pakaski M. Speaking in Alzheimer's Disease, is That an Early Sign? Importance of Changes in Language Abilities in Alzheimer's Disease. Front Aging Neurosci 2015; 7:195. [PMID: 26539107 PMCID: PMC4611852 DOI: 10.3389/fnagi.2015.00195] [Citation(s) in RCA: 100] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 09/28/2015] [Indexed: 12/02/2022] Open
Abstract
It is known that Alzheimer’s disease (AD) influences the temporal characteristics of spontaneous speech. These phonetical changes are present even in mild AD. Based on this, the question arises whether an examination based on language analysis could help the early diagnosis of AD and if so, which language and speech characteristics can identify AD in its early stage. The purpose of this article is to summarize the relation between prodromal and manifest AD and language functions and language domains. Based on our research, we are inclined to claim that AD can be more sensitively detected with the help of a linguistic analysis than with other cognitive examinations. The temporal characteristics of spontaneous speech, such as speech tempo, number of pauses in speech, and their length are sensitive detectors of the early stage of the disease, which enables an early simple linguistic screening for AD. However, knowledge about the unique features of the language problems associated with different dementia variants still has to be improved and refined.
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Affiliation(s)
- Greta Szatloczki
- Research Institute for Linguistics, Hungarian Academy of Sciences , Szeged , Hungary
| | - Ildiko Hoffmann
- Research Institute for Linguistics, Hungarian Academy of Sciences , Budapest , Hungary ; Department of Linguistics, University of Szeged , Szeged , Hungary
| | - Veronika Vincze
- MTA-SZTE Research Group on Artificial Intelligence, University of Szeged , Szeged , Hungary
| | - Janos Kalman
- Research Institute for Linguistics, Hungarian Academy of Sciences , Szeged , Hungary
| | - Magdolna Pakaski
- Research Institute for Linguistics, Hungarian Academy of Sciences , Szeged , Hungary
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197
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Prehn K, Flöel A. Potentials and limits to enhance cognitive functions in healthy and pathological aging by tDCS. Front Cell Neurosci 2015; 9:355. [PMID: 26441526 PMCID: PMC4568338 DOI: 10.3389/fncel.2015.00355] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 08/24/2015] [Indexed: 11/18/2022] Open
Abstract
Transcranial direct current stimulation (tDCS) is a non-invasive brain stimulation technique that is increasingly used in research and clinical settings to enhance the effects of cognitive training. In our present review, we will first summarize studies using tDCS alone and in combination with cognitive training in older adults and patients with Alzheimer’s dementia (AD). We will also review one study (Meinzer et al., 2014c) that showed an improvement in cognitive performance during anodal tDCS over the left inferior frontal cortex in patients with mild cognitive impairment (MCI) which is regarded as a prodromal stage of AD. Although promising short-term results have been reported, evidence from randomized controlled trials (RCTs) with sufficient sample sizes is scarce. In addition, stimulation protocols (in terms of intensity, duration, and repetition of stimulation) that lead to sustained improvements in outcome measures relevant for daily life still remain to be established. Following, we will discuss modulating factors such as technical parameters as well as the question whether there are specific cognitive functions (e.g., learning, memory consolidation, executive control) which are more amenable to tDCS enhancement than others. Finally, we will highlight future directions and limitations in this field and emphasize the need to conduct RCTs to establish efficacy of interventions for activities of daily life for a given patient population.
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Affiliation(s)
- Kristin Prehn
- Department of Neurology and NeuroCure Clinical Research Center, Charité Universitätsmedizin Berlin Berlin, Germany
| | - Agnes Flöel
- Department of Neurology and NeuroCure Clinical Research Center, Charité Universitätsmedizin Berlin Berlin, Germany
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198
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de Paula JJ, Diniz BS, Bicalho MA, Albuquerque MR, Nicolato R, de Moraes EN, Romano-Silva MA, Malloy-Diniz LF. Specific cognitive functions and depressive symptoms as predictors of activities of daily living in older adults with heterogeneous cognitive backgrounds. Front Aging Neurosci 2015; 7:139. [PMID: 26257644 PMCID: PMC4507055 DOI: 10.3389/fnagi.2015.00139] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2015] [Accepted: 07/06/2015] [Indexed: 12/28/2022] Open
Abstract
Cognitive functioning influences activities of daily living (ADL). However, studies reporting the association between ADL and neuropsychological performance show inconsistent results regarding what specific cognitive domains are related to each specific functional domains. Additionally, whether depressive symptoms are associated with a worse functional performance in older adults is still under explored. We investigated if specific cognitive domains and depressive symptoms would affect different aspects of ADL. Participants were 274 older adults (96 normal aging participants, 85 patients with mild cognitive impairment, and 93 patients probable with mild Alzheimer's disease dementia) with low formal education (∼4 years). Measures of ADL included three complexity levels: Self-care, Instrumental-Domestic, and Instrumental-Complex. The specific cognitive functions were evaluated through a factorial strategy resulting in four cognitive domains: Executive Functions, Language/Semantic Memory, Episodic Memory, and Visuospatial Abilities. The Geriatric Depression Scale measured depressive symptoms. Multiple linear regression analysis showed executive functions and episodic memory as significant predictors of Instrumental-Domestic ADL, and executive functions, episodic memory and language/semantic memory as predictors of Instrumental-Complex ADL (22 and 28% of explained variance, respectively). Ordinal regression analysis showed the influence of specific cognitive functions and depressive symptoms on each one of the instrumental ADL. We observed a heterogeneous pattern of association with explained variance ranging from 22 to 38%. Different instrumental ADL had specific cognitive predictors and depressive symptoms were predictive of ADL involving social contact. Our results suggest a specific pattern of influence depending on the specific instrumental daily living activity.
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Affiliation(s)
- Jonas J de Paula
- Faculdade de Medicina, Instituto Nacional de Ciências e Tecnologia e em Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil ; Department of Psychology, Faculdade de Ciências Médicas de Minas Gerais Belo Horizonte, Brazil
| | - Breno S Diniz
- Faculdade de Medicina, Instituto Nacional de Ciências e Tecnologia e em Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil ; Department of Mental Health, Faculdade de Medicina, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Maria A Bicalho
- Faculdade de Medicina, Instituto Nacional de Ciências e Tecnologia e em Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil ; Department of Internal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Maicon Rodrigues Albuquerque
- Faculdade de Medicina, Instituto Nacional de Ciências e Tecnologia e em Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil ; Department of Physical Education, Universidade Federal de Viçosa Viçosa, Brazil
| | - Rodrigo Nicolato
- Faculdade de Medicina, Instituto Nacional de Ciências e Tecnologia e em Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil ; Department of Mental Health, Faculdade de Medicina, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Edgar N de Moraes
- Faculdade de Medicina, Instituto Nacional de Ciências e Tecnologia e em Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil ; Department of Internal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Marco A Romano-Silva
- Faculdade de Medicina, Instituto Nacional de Ciências e Tecnologia e em Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil ; Department of Mental Health, Faculdade de Medicina, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
| | - Leandro F Malloy-Diniz
- Faculdade de Medicina, Instituto Nacional de Ciências e Tecnologia e em Medicina Molecular, Universidade Federal de Minas Gerais Belo Horizonte, Brazil ; Department of Mental Health, Faculdade de Medicina, Universidade Federal de Minas Gerais Belo Horizonte, Brazil
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199
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Cuetos F, Arce N, Martínez C, Ellis AW. Word recognition in Alzheimer's disease: Effects of semantic degeneration. J Neuropsychol 2015; 11:26-39. [DOI: 10.1111/jnp.12077] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2014] [Revised: 05/13/2015] [Indexed: 11/28/2022]
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200
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Hills TT, Todd PM, Jones MN. Foraging in Semantic Fields: How We Search Through Memory. Top Cogn Sci 2015; 7:513-34. [DOI: 10.1111/tops.12151] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Revised: 02/11/2015] [Accepted: 04/03/2015] [Indexed: 11/28/2022]
Affiliation(s)
| | - Peter M. Todd
- Cognitive Science Program and Department of Psychological and Brain Sciences; Indiana University Bloomington
| | - Michael N. Jones
- Cognitive Science Program and Department of Psychological and Brain Sciences; Indiana University Bloomington
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