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Vadinova V, Brownsett SLE, Garden KL, Roxbury T, O’Brien K, Copland DA, McMahon KL, Sihvonen AJ. Early subacute frontal callosal microstructure and language outcomes after stroke. Brain Commun 2025; 7:fcae370. [PMID: 39845737 PMCID: PMC11753390 DOI: 10.1093/braincomms/fcae370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 05/31/2024] [Accepted: 12/09/2024] [Indexed: 01/24/2025] Open
Abstract
The integrity of the frontal segment of the corpus callosum, forceps minor, is particularly susceptible to age-related degradation and has been associated with cognitive outcomes in both healthy and pathological ageing. The predictive relevance of forceps minor integrity in relation to cognitive outcomes following a stroke remains unexplored. Our goal was to evaluate whether the heterogeneity of forceps minor integrity, assessed early after stroke onset (2-6 weeks), contributes to explaining variance in longitudinal outcomes in post-stroke aphasia. Both word- and sentence-level tasks were employed to assess language comprehension and language production skills in individuals with first-ever left-hemisphere stroke during the early subacute and chronic phases of recovery (n = 25). Structural and diffusion neuroimaging data from the early subacute phase were used to quantify stroke lesion load and bilateral forceps minor radial diffusivity. Multiple linear regression models examined whether early subacute radial diffusivity within the forceps minor, along with other factors (stroke lesion load, age, sex and education), explained variance in early subacute performance and longitudinal recovery (i.e. change in behavioural performance). Increased early subacute radial diffusivity in the forceps minor was associated with poor early subacute comprehension (t = -2.36, P = 0.02) but not production (P = 0.35) when controlling for stroke lesion load, age, sex and education. When considering longitudinal recovery, early subacute radial diffusivity in the forceps minor was not linked to changes in performance in either comprehension (P = 0.11) or production (P = 0.36) under the same control variables. The examination of various language components and processes led to novel insights: (i) language comprehension may be more susceptible to white matter brain health than language production and (ii) the influence of white matter brain health is reflected in early comprehension performance rather than longitudinal changes in comprehension. These results suggest that evaluating baseline callosal integrity is a valuable approach for assessing the risk of impaired language comprehension post-stroke, while also underscoring the importance of nuanced analyses of behavioural outcomes to enhance our understanding of the clinical applicability of baseline brain health measures.
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Affiliation(s)
- Veronika Vadinova
- Queensland Aphasia Research Centre, University of Queensland, Brisbane 4029, Australia
- School of Health and Rehabilitation Sciences, University of Queensland, Brisbane 4072, Australia
- NHMRC Centre for Research Excellence in Aphasia Recovery & Rehabilitation, La Trobe University, Melbourne 3086, Australia
| | - Sonia L E Brownsett
- Queensland Aphasia Research Centre, University of Queensland, Brisbane 4029, Australia
- School of Health and Rehabilitation Sciences, University of Queensland, Brisbane 4072, Australia
- NHMRC Centre for Research Excellence in Aphasia Recovery & Rehabilitation, La Trobe University, Melbourne 3086, Australia
| | - Kimberley L Garden
- Queensland Aphasia Research Centre, University of Queensland, Brisbane 4029, Australia
- School of Health and Rehabilitation Sciences, University of Queensland, Brisbane 4072, Australia
- NHMRC Centre for Research Excellence in Aphasia Recovery & Rehabilitation, La Trobe University, Melbourne 3086, Australia
| | - Tracy Roxbury
- Queensland Aphasia Research Centre, University of Queensland, Brisbane 4029, Australia
| | - Katherine O’Brien
- Queensland Aphasia Research Centre, University of Queensland, Brisbane 4029, Australia
| | - David A Copland
- Queensland Aphasia Research Centre, University of Queensland, Brisbane 4029, Australia
- School of Health and Rehabilitation Sciences, University of Queensland, Brisbane 4072, Australia
- NHMRC Centre for Research Excellence in Aphasia Recovery & Rehabilitation, La Trobe University, Melbourne 3086, Australia
| | - Katie L McMahon
- School of Clinical Sciences, Centre for Biomedical Technologies, Queensland University of Technology, Brisbane 4001, Australia
| | - Aleksi J Sihvonen
- Queensland Aphasia Research Centre, University of Queensland, Brisbane 4029, Australia
- School of Health and Rehabilitation Sciences, University of Queensland, Brisbane 4072, Australia
- NHMRC Centre for Research Excellence in Aphasia Recovery & Rehabilitation, La Trobe University, Melbourne 3086, Australia
- Cognitive Brain Research Unit (CBRU), University of Helsinki, Helsinki 00290, Finland
- Centre of Excellence in Music, Mind, Body and Brain, University of Helsinki, Helsinki FI-40014, Finland
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Borne A, Lemaitre C, Bulteau C, Baciu M, Perrone-Bertolotti M. Unveiling the cognitive network organization through cognitive performance. Sci Rep 2024; 14:11645. [PMID: 38773246 PMCID: PMC11109237 DOI: 10.1038/s41598-024-62234-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 05/15/2024] [Indexed: 05/23/2024] Open
Abstract
The evaluation of cognitive functions interactions has become increasingly implemented in the cognition exploration. In the present study, we propose to examine the organization of the cognitive network in healthy participants through the analysis of behavioral performances in several cognitive domains. Specifically, we aim to explore cognitive interactions profiles, in terms of cognitive network, and as a function of participants' handedness. To this end, we proposed several behavioral tasks evaluating language, memory, executive functions, and social cognition performances in 175 young healthy right-handed and left-handed participants and we analyzed cognitive scores, from a network perspective, using graph theory. Our results highlight the existence of intricate interactions between cognitive functions both within and beyond the same cognitive domain. Language functions are interrelated with executive functions and memory in healthy cognitive functioning and assume a central role in the cognitive network. Interestingly, for similar high performance, our findings unveiled differential organizations within the cognitive network between right-handed and left-handed participants, with variations observed both at a global and nodal level. This original integrative network approach to the study of cognition provides new insights into cognitive interactions and modulations. It allows a more global understanding and consideration of cognitive functioning, from which complex behaviors emerge.
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Affiliation(s)
- A Borne
- Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LPNC, 38000, Grenoble, France
| | - C Lemaitre
- Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LPNC, 38000, Grenoble, France
| | - C Bulteau
- Service de Neurochirurgie Pédiatrique, Hôpital Fondation Adolphe de Rothschild, 75019, Paris, France
- MC2 Lab, Institut de Psychologie, Université de Paris-Cité, 92100, Boulogne-Billancourt, France
| | - M Baciu
- Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LPNC, 38000, Grenoble, France
| | - M Perrone-Bertolotti
- Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LPNC, 38000, Grenoble, France.
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Vadinova V, Sihvonen AJ, Wee F, Garden KL, Ziraldo L, Roxbury T, O'Brien K, Copland DA, McMahon KL, Brownsett SLE. The volume and the distribution of premorbid white matter hyperintensities: Impact on post-stroke aphasia. Hum Brain Mapp 2024; 45:e26568. [PMID: 38224539 PMCID: PMC10789210 DOI: 10.1002/hbm.26568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 11/29/2023] [Accepted: 12/04/2023] [Indexed: 01/17/2024] Open
Abstract
White matter hyperintensities (WMH) are a radiological manifestation of progressive white matter integrity loss. The total volume and distribution of WMH within the corpus callosum have been associated with pathological cognitive ageing processes but have not been considered in relation to post-stroke aphasia outcomes. We investigated the contribution of both the total volume of WMH, and the extent of WMH lesion load in the corpus callosum to the recovery of language after first-ever stroke. Behavioural and neuroimaging data from individuals (N = 37) with a left-hemisphere stroke were included at the early subacute stage of recovery. Spoken language comprehension and production abilities were assessed using word and sentence-level tasks. Neuroimaging data was used to derive stroke lesion variables (volume and lesion load to language critical regions) and WMH variables (WMH volume and lesion load to three callosal segments). WMH volume did not predict variance in language measures, when considered together with stroke lesion and demographic variables. However, WMH lesion load in the forceps minor segment of the corpus callosum explained variance in early subacute comprehension abilities (t = -2.59, p = .01) together with corrected stroke lesion volume and socio-demographic variables. Premorbid WMH lesions in the forceps minor were negatively associated with early subacute language comprehension after aphasic stroke. This negative impact of callosal WMH on language is consistent with converging evidence from pathological ageing suggesting that callosal WMH disrupt the neural networks supporting a range of cognitive functions.
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Affiliation(s)
- Veronika Vadinova
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
- School of Health and Rehabilitation SciencesUniversity of QueenslandBrisbaneAustralia
- Centre of Research Excellence in Aphasia Recovery and RehabilitationLa Trobe UniversityMelbourneAustralia
| | - A. J. Sihvonen
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
- School of Health and Rehabilitation SciencesUniversity of QueenslandBrisbaneAustralia
- Centre of Research Excellence in Aphasia Recovery and RehabilitationLa Trobe UniversityMelbourneAustralia
- Cognitive Brain Research Unit (CBRU)University of HelsinkiHelsinkiFinland
- Centre of Excellence in Music, Mind, Body and BrainUniversity of HelsinkiHelsinkiFinland
| | - F. Wee
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
| | - K. L. Garden
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
- School of Health and Rehabilitation SciencesUniversity of QueenslandBrisbaneAustralia
- Centre of Research Excellence in Aphasia Recovery and RehabilitationLa Trobe UniversityMelbourneAustralia
| | - L. Ziraldo
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
| | - T. Roxbury
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
| | - K. O'Brien
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
| | - D. A. Copland
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
- School of Health and Rehabilitation SciencesUniversity of QueenslandBrisbaneAustralia
- Centre of Research Excellence in Aphasia Recovery and RehabilitationLa Trobe UniversityMelbourneAustralia
| | - K. L. McMahon
- School of Clinical Sciences, Centre for Biomedical TechnologiesQueensland University of TechnologyBrisbaneAustralia
| | - S. L. E. Brownsett
- Queensland Aphasia Research CentreUniversity of QueenslandBrisbaneAustralia
- School of Health and Rehabilitation SciencesUniversity of QueenslandBrisbaneAustralia
- Centre of Research Excellence in Aphasia Recovery and RehabilitationLa Trobe UniversityMelbourneAustralia
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Vadinova V, Sihvonen AJ, Garden KL, Ziraldo L, Roxbury T, O'Brien K, Copland DA, McMahon KL, Brownsett SLE. Early Subacute White Matter Hyperintensities and Recovery of Language After Stroke. Neurorehabil Neural Repair 2023; 37:218-227. [PMID: 37083133 PMCID: PMC10152219 DOI: 10.1177/15459683231168384] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2023]
Abstract
BACKGROUND White matter hyperintensities (WMH) are considered to contribute to diminished brain reserve, negatively impacting on stroke recovery. While WMH identified in the chronic phase after stroke have been associated with post-stroke aphasia, the contribution of premorbid WMH to the early recovery of language across production and comprehension has not been investigated. OBJECTIVE To investigate the relationship between premorbid WMH severity and longitudinal comprehension and production outcomes in aphasia, after controlling for stroke lesion variables. METHODS Longitudinal behavioral data from individuals with a left-hemisphere stroke were included at the early subacute (n = 37) and chronic (n = 28) stage. Spoken language comprehension and production abilities were assessed at both timepoints using word and sentence-level tasks. Magnetic resonance imaging (MRI) was performed at the early subacute stage to derive stroke lesion variables (volume and proportion damage to critical regions) and WMH severity rating. RESULTS The presence of severe WMH explained an additional 18% and 25% variance in early subacute (t = -3.00, p = .004) and chronic (t = -3.60, P = .001) language comprehension abilities respectively, after controlling for stroke lesion variables. WMH did not predict additional variance of language production scores. CONCLUSIONS Subacute clinical MRI can be used to improve prognoses of recovery of aphasia after stroke. We demonstrate that severe early subacute WMH add to the prediction of impaired longitudinal language recovery in comprehension, but not production. This emphasizes the need to consider different domains of language when investigating novel neurobiological predictors of aphasia recovery.
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Affiliation(s)
- Veronika Vadinova
- Queensland Aphasia Research Centre, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane Australia
- Surgical Treatment and Rehabilitation Service (STARS) Education and Research Alliance, The University of Queensland and Metro North Health, Queensland, Australia
| | - Aleksi J Sihvonen
- Queensland Aphasia Research Centre, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane Australia
- Surgical Treatment and Rehabilitation Service (STARS) Education and Research Alliance, The University of Queensland and Metro North Health, Queensland, Australia
- Centre of Research Excellence in Aphasia Recovery and Rehabilitation, La Trobe University, Australia
- Cognitive Brain Research Unit (CBRU), University of Helsinki, Helsinki, Finland
- Centre of Excellence in Music, Mind, Body and Brain, University of Helsinki, Helsinki, Finland
| | - Kimberley L Garden
- Queensland Aphasia Research Centre, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane Australia
- Surgical Treatment and Rehabilitation Service (STARS) Education and Research Alliance, The University of Queensland and Metro North Health, Queensland, Australia
| | - Laura Ziraldo
- Queensland Aphasia Research Centre, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane Australia
| | - Tracy Roxbury
- Queensland Aphasia Research Centre, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane Australia
| | - Kate O'Brien
- Queensland Aphasia Research Centre, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane Australia
| | - David A Copland
- Surgical Treatment and Rehabilitation Service (STARS) Education and Research Alliance, The University of Queensland and Metro North Health, Queensland, Australia
- Centre of Research Excellence in Aphasia Recovery and Rehabilitation, La Trobe University, Australia
| | - Katie L McMahon
- School of Clinical Sciences, Centre for Biomedical Technologies, Queensland University of Technology, Queensland, Australia
| | - Sonia L E Brownsett
- Queensland Aphasia Research Centre, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane Australia
- Surgical Treatment and Rehabilitation Service (STARS) Education and Research Alliance, The University of Queensland and Metro North Health, Queensland, Australia
- Centre of Research Excellence in Aphasia Recovery and Rehabilitation, La Trobe University, Australia
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Xie Z, Zeng G, Zhou S, Wang J. The influence of cognitive control on the processing of L2 garden path sentence among Chinese-English bilinguals. Front Behav Neurosci 2022; 16:976155. [PMID: 36212192 PMCID: PMC9539755 DOI: 10.3389/fnbeh.2022.976155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 09/05/2022] [Indexed: 11/25/2022] Open
Abstract
Few studies have examined the role of cognitive control in processing ambiguity, let alone the roles of different components of cognitive control. In the current study, the English (L2) Sentence Processing Task and a series of cognitive control tasks were administered among 111 young adult Chinese-English bilinguals to investigate the influence of different components of cognitive control on garden path sentence comprehension, with other factors such as age, socio-economic status, and language proficiency strictly matched. Data analysis results showed a significant garden path effect on response times (RTs) and accuracy among all the participants. The results of independent t-test analyses revealed that the high working memory (WM) group was faster in ambiguity resolution, and so was the high monitoring group. However, there were no differences between the high and low inhibition and shifting groups in ambiguity resolution. These findings reveal that only certain aspects of cognitive control influence garden path sentence comprehension.
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Affiliation(s)
- Zhilong Xie
- Foreign Languages College, Jiangxi Normal University, Nanchang, China
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Key-DeLyria SE, Rogalski Y, Bodner T, Weichselbaum A. Is sentence ambiguity comprehension affected after mild traumatic brain injury? Results suggest cognitive control is more important than diagnosis. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2022; 57:990-1005. [PMID: 35611868 DOI: 10.1111/1460-6984.12734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 04/15/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Individuals with mild traumatic brain injury (mTBI) may experience chronic cognitive-linguistic impairments that are difficult to evaluate with existing measures. Garden path sentences are linguistically complex sentences that lead readers down a path to an incorrect interpretation. Previous research indicates many individuals, with or without mTBI, may have difficulty fully resolving the ambiguity of garden path sentences, a skill which may require cognitive control. Evidence suggests cognitive control can be impacted by mTBI. Thus, impairments in cognitive control are expected to correlate with interpreting ambiguous sentences. AIMS To examine the relationship between cognitive control and the processing of ambiguous garden path sentences in adults with mTBI. We predict individuals with mTBI will perform more poorly on ambiguous sentence tasks compared with a control group. Further, we predict that performance on this task will correlate with measures of cognitive control and working memory. METHODS & PROCEDURES A total of 20 adults with mTBI history and 44 adults with no significant neurological history were recruited from the community. Participants completed a computerized, ambiguous sentence measure with carefully designed comprehension questions and an abbreviated neuropsychological battery of cognitive-linguistic tasks. OUTCOMES & RESULTS Participants performed similarly on sentence ambiguity resolution measures across groups with a wide range in performance. A comprehension measure aimed at identifying full ambiguity resolution correlated with cognitive control across groups. CONCLUSIONS & IMPLICATIONS A link between cognitive control and linguistic ambiguity is confirmed in a comprehension measure by the current findings. mTBI history did not appear to change the nature of the relationship between cognitive control and ambiguity resolution. High individual variability on sentence and cognitive control measures across groups suggest that if an impairment were present, it would affect both types of tasks. Thus, testing cognitive communication following mTBI should specifically examine complex cognitive and linguistic processing. WHAT THIS PAPER ADDS What is already known on the subject Cognitive control and ambiguous sentence processing are known to be linked, but the circumstances and individual variability associated with when cognitive control is recruited to support sentence processing are not fully understood. Very little is known about sentence processing following TBI history, despite cognitive control commonly being impaired following mild TBI. Thus, our study was necessary to explore the theoretical and clinical relationships between cognitive control and ambiguous sentence processing in individuals with mild TBI history. What this paper adds to existing knowledge This study adds to our understanding of how cognitive control and ambiguous sentence processing are linked in those with mild TBI history, and similar to the few previous studies, there were no group differences in cognitive or sentence measures. The positive correlation between cognitive control on Stroop and a particular ambiguous sentence comprehension question targeting inhibitory control highlights that any relationship between abilities or assessment tasks must be very specific to tasks with overlapping requirements, such as inhibition. What are the potential or actual clinical implications of this work? The relationship between cognitive and ambiguous sentence measures highlights the need to assess all areas of cognition and communication in those with mild TBI history without assuming that impairments in cognitive performance will relate to communication. The overlap between abilities is highly specific and must be explored on a case-by-case basis in those with mild TBI. Evaluation and treatment should still be individualized based on the functional communication profile of the client.
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Affiliation(s)
- Sarah E Key-DeLyria
- Speech and Hearing Sciences Department, Portland State University, Portland, OR, USA
| | - Yvonne Rogalski
- Department of Speech-Language Pathology and Audiology, Ithaca College, Ithaca, NY, USA
| | - Todd Bodner
- Psychology Department, Portland State University, Portland, OR, USA
| | - Amanda Weichselbaum
- Speech and Hearing Sciences Department, Portland State University, Portland, OR, USA
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Carthery-Goulart MT, de Oliveira R, de Almeida IJ, Campanha A, da Silva Souza D, Zana Y, Caramelli P, Machado TH. Sentence Comprehension in Primary Progressive Aphasia: A Study of the Application of the Brazilian Version of the Test for the Reception of Grammar (TROG2-Br). Front Neurol 2022; 13:815227. [PMID: 35651345 PMCID: PMC9149594 DOI: 10.3389/fneur.2022.815227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 03/22/2022] [Indexed: 11/13/2022] Open
Abstract
Sentence-comprehension deficits have been described in patients with primary progressive aphasia (PPA). However, most instruments to address this domain in more detail and in a clinical context have not been adapted and translated into several languages, posing limitations to clinical practice and cross-language research. Objectives The study aimed to (1) test the applicability of the Brazilian version of the Test for Reception of Grammar (TROG2-Br) to detect morphosyntactic deficits in patients with PPA; (2) investigate the association between performance in the test and sociodemographic and clinical variables (age, years of formal education, and disease duration); (3) characterize the performance of individuals presenting with the three more common variants of PPA (non-fluent, semantic, and logopenic) and mixed PPA (PPA-Mx) and analyze whether TROG-2 may assist in the distinction of these clinical profiles. Methods A total of 74 cognitively healthy participants and 34 individuals diagnosed with PPA were assessed with TROG2-Br. Overall scores (correct items, passed blocks), types, and categories of errors were analyzed. Results In controls, block scores were significantly correlated with years of formal education (Spearman's r = 0.33, p = 004) but not with age. In PPA, age, education, and disease duration were not significantly associated with performance in the test. Controls presented a significantly higher performance on TROG2-Br compared to PPA individuals and their errors pattern pointed to mild general cognitive processing difficulties (attention, working memory). PPA error types pointed to processing and morphosyntactic deficits in nonfluent or agrammatic PPA, (PPA-NF/A), logopenic PPA (PPA-L), and PPA-Mx. The semantic PPA (PPA-S) subgroup was qualitatively more similar to controls (processing difficulties and lower percentage of morphosyntactic errors). TROG2-Br presented good internal consistency and concurrent validity. Discussion Our results corroborate findings with TROG-2 in other populations. The performance of typical older adults with heterogeneous levels of education is discussed along with recommendations for clinical use of the test and future directions of research.
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Affiliation(s)
- Maria Teresa Carthery-Goulart
- Federal University of ABC (UFABC), Mathematics, Computing and Cognition Center (CMCC), São Bernardo do Campo, Brazil.,INCT-ECCE (Instituto Nacional de Ciência e Tecnologia sobre Comportamento, Cognição e Ensino), São Carlos, Brazil.,Cognitive and Behavioral Neurology Research Group of the Department of Neurology of the University of São Paulo (USP), School of Medicine, São Paulo, Brazil
| | - Rosimeire de Oliveira
- Federal University of ABC (UFABC), Mathematics, Computing and Cognition Center (CMCC), São Bernardo do Campo, Brazil
| | - Isabel Junqueira de Almeida
- Cognitive and Behavioral Neurology Research Group of the Department of Neurology of the University of São Paulo (USP), School of Medicine, São Paulo, Brazil
| | - Aline Campanha
- Cognitive and Behavioral Neurology Research Group, School of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Dayse da Silva Souza
- Federal University of ABC (UFABC), Mathematics, Computing and Cognition Center (CMCC), São Bernardo do Campo, Brazil
| | - Yossi Zana
- Federal University of ABC (UFABC), Mathematics, Computing and Cognition Center (CMCC), São Bernardo do Campo, Brazil
| | - Paulo Caramelli
- Cognitive and Behavioral Neurology Research Group, School of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Thais Helena Machado
- Cognitive and Behavioral Neurology Research Group, School of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
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Wong WSW, Law SP. Relationship Between Cognitive Functions and Multilevel Language Processing: Data From Chinese Speakers With Aphasia and Implications. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2022; 65:1128-1144. [PMID: 35148489 DOI: 10.1044/2021_jslhr-21-00381] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
PURPOSE This study aims to investigate the relationship between nonverbal cognitive functions and language processing of people with aphasia (PWA) by taking a data-driven approach, as well as multiple cognitive components and multilevel linguistic perspectives. It is hypothesized that language performance is differentially associated with cognitive processing of PWA, with executive functions (EFs) playing a stronger role in language tasks with increasing linguistic complexity. METHOD A language battery assessing word comprehension/production, sentence comprehension, and discourse production, together with a series of nonlinguistic cognitive tasks targeting simple/complex attention, short-term/working memory, or EFs, was administered to 53 Cantonese-speaking PWA. Cognitive factors extracted from principal component analysis applied to the cognitive battery served as predictors in four multiple regression analyses to predict PWA's performance at various linguistic levels. RESULTS Two cognitive factors, representing (a) simple attention and memory and (b) EF, were extracted. The former predicted performance in word processing tasks, whereas EF significantly predicted performance in all language tasks with increasing contribution as a function of linguistic complexity. CONCLUSION The results based on Chinese PWA provide comprehensive evidence for the view that language performance is the end product of interaction between linguistic and nonlinguistic functions and have clear implications for clinical management of PWA.
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Affiliation(s)
| | - Sam Po Law
- Faculty of Education, The Unversity of Hong Kong, Pokfulam, Hong Kong SAR
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Brothers T, Hoversten LJ, Traxler MJ. Bilinguals on the garden-path: Individual differences in syntactic ambiguity resolution. BILINGUALISM (CAMBRIDGE, ENGLAND) 2021; 24:612-627. [PMID: 35669170 PMCID: PMC9164278 DOI: 10.1017/s1366728920000711] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Syntactic parsing plays a central role in the interpretation of sentences, but it is unclear to what extent non-native speakers can deploy native-like grammatical knowledge during online comprehension. The current eye-tracking study investigated how Chinese-English bilinguals and native English speakers respond to syntactic category and subcategorization information while reading sentences with OBJECT-SUBJECT ambiguities. We also obtained measures of English language experience, working memory capacity, and executive function to determine how these cognitive variables influence online parsing. During reading, monolinguals and bilinguals showed similar GARDEN-PATH EFFECTS related to syntactic reanalysis, but native English speakers responded more robustly to VERB SUBCATEGORIZATION cues. Readers with greater language experience and executive function showed increased sensitivity to verb subcategorization cues, but parsing was not influenced by working memory capacity. These results are consistent with exposure-based accounts of bilingual sentence processing, and they support a link between syntactic processing and domain-general cognitive control.
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Affiliation(s)
- Trevor Brothers
- Tufts University, Department of Psychology, Center for Mind and Brain
| | - Liv J Hoversten
- University of California, Santa Cruz, Department of Psychology, Center for Mind and Brain
| | - Matthew J Traxler
- University of California, Davis, Department of Psychology, Center for Mind and Brain
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Aubinet C, Chatelle C, Gillet S, Lejeune N, Thunus M, Hennen N, Cassol H, Laureys S, Majerus S. The Brief Evaluation of Receptive Aphasia test for the detection of language impairment in patients with severe brain injury. Brain Inj 2021; 35:705-717. [PMID: 33678094 DOI: 10.1080/02699052.2021.1894482] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
PRIMARY OBJECTIVE The assessment of language in patients post-comatose patients is limited by their reduced behavioral repertoire. We developed the Brief Evaluation of Receptive Aphasia (BERA) tool for assessing phonological, semantic and morphosyntactic abilities in patients with severe brain injury based on visual fixation responses. RESEARCH DESIGN Prospective cross-sectional study and case reports. METHODS AND PROCEDURE The BERA and Language Screening Test were first administered to 52 conscious patients with aphasia on two consecutive days in order to determine the validity and reliability of the BERA. Four post-comatose patients were further examined with the BERA, the Coma Recovery Scale-Revised (CRS-R), positron emission tomography and structural magnetic resonance imaging. MAIN OUTCOME AND RESULTS The BERA showed satisfactory intra- and inter-rater reliability, as well as internal and concurrent validity in patients with aphasia. The BERA scores indicated selective receptive difficulties for phonological, semantic and particularly morphosyntactic abilities in post-comatose patients. These results were in line with the cortical distribution of brain lesions. CONCLUSIONS The BERA may complement the widely used CRS-R for assessing and diagnosing patients with disorders of consciousness by providing a systematic and detailed characterization of residual language abilities.
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Affiliation(s)
- Charlène Aubinet
- GIGA-Consciousness, GIGA Research Center (B34, +1), University of Liège, Liège, Belgium.,Centre Du Cerveau², University Hospital of Liège (B34, +1), Liège, Belgium
| | - Camille Chatelle
- GIGA-Consciousness, GIGA Research Center (B34, +1), University of Liège, Liège, Belgium.,Centre Du Cerveau², University Hospital of Liège (B34, +1), Liège, Belgium
| | - Sophie Gillet
- Psychology and Neuroscience of Cognition Research Unit, University of Liège, Quartier Agora (B33), Liège, Belgium
| | - Nicolas Lejeune
- GIGA-Consciousness, GIGA Research Center (B34, +1), University of Liège, Liège, Belgium.,Centre Du Cerveau², University Hospital of Liège (B34, +1), Liège, Belgium.,Centre Neurologique William Lennox, Ottignies-Louvain-la-Neuve, Belgium.,Institute of NeuroScience, UCLouvain, Brussels, Belgium
| | - Margot Thunus
- Psychology and Neuroscience of Cognition Research Unit, University of Liège, Quartier Agora (B33), Liège, Belgium
| | - Noémie Hennen
- Psychology and Neuroscience of Cognition Research Unit, University of Liège, Quartier Agora (B33), Liège, Belgium
| | - Helena Cassol
- GIGA-Consciousness, GIGA Research Center (B34, +1), University of Liège, Liège, Belgium.,Centre Du Cerveau², University Hospital of Liège (B34, +1), Liège, Belgium
| | - Steven Laureys
- GIGA-Consciousness, GIGA Research Center (B34, +1), University of Liège, Liège, Belgium.,Centre Du Cerveau², University Hospital of Liège (B34, +1), Liège, Belgium
| | - Steve Majerus
- Psychology and Neuroscience of Cognition Research Unit, University of Liège, Quartier Agora (B33), Liège, Belgium
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11
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Xu J, Abdel Rahman R, Sommer W. Sequential adaptation effects reveal proactive control in processing spoken sentences: Evidence from event-related potentials. BRAIN AND LANGUAGE 2021; 214:104904. [PMID: 33454515 DOI: 10.1016/j.bandl.2020.104904] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 11/15/2020] [Accepted: 12/22/2020] [Indexed: 06/12/2023]
Abstract
How domain-general cognitive control is engaged in language processing remains debated. We address how linguistic processes are monitored and regulated by analyzing the effects of previous-trial sentence correctness on the P600 component of the event-related potential (ERP) in the current-trial. In data from a previous experiment about processing spoken sentences, P600 amplitudes to both correct and incorrect words in current sentences were smaller after incorrect as compared to correct previous sentences. Therefore, the detection of speech errors may initiate sustained proactive control over the monitoring demands for upcoming sentences. No sequential adaptation was found in the difference between P600 amplitudes to incorrect and correct current conditions. We propose that the P600 reflects the reactive reanalysis of speech processing and/or the resolution of linguistic conflicts, but is also sensitive to proactive speech monitoring, an important aspect of cognitive control.
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Affiliation(s)
- Jue Xu
- Institut für Psychologie, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany.
| | - Rasha Abdel Rahman
- Institut für Psychologie, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany.
| | - Werner Sommer
- Institut für Psychologie, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany.
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12
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Gajardo-Vidal A, Lorca-Puls DL, Hope TMH, Parker Jones O, Seghier ML, Prejawa S, Crinion JT, Leff AP, Green DW, Price CJ. How right hemisphere damage after stroke can impair speech comprehension. Brain 2019; 141:3389-3404. [PMID: 30418586 PMCID: PMC6262220 DOI: 10.1093/brain/awy270] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 09/12/2018] [Indexed: 12/17/2022] Open
Abstract
Acquired language disorders after stroke are strongly associated with left hemisphere damage. When language difficulties are observed in the context of right hemisphere strokes, patients are usually considered to have atypical functional anatomy. By systematically integrating behavioural and lesion data from brain damaged patients with functional MRI data from neurologically normal participants, we investigated when and why right hemisphere strokes cause language disorders. Experiment 1 studied right-handed patients with unilateral strokes that damaged the right (n = 109) or left (n = 369) hemispheres. The most frequently impaired language task was: auditory sentence-to-picture matching after right hemisphere strokes; and spoken picture description after left hemisphere strokes. For those with auditory sentence-to-picture matching impairments after right hemisphere strokes, the majority (n = 9) had normal performance on tests of perceptual (visual or auditory) and linguistic (semantic, phonological or syntactic) processing. Experiment 2 found that these nine patients had significantly more damage to dorsal parts of the superior longitudinal fasciculus and the right inferior frontal sulcus compared to 75 other patients who also had right hemisphere strokes but were not impaired on the auditory sentence-to-picture matching task. Damage to these right hemisphere regions caused long-term speech comprehension difficulties in 67% of patients. Experiments 3 and 4 used functional MRI in two groups of 25 neurologically normal individuals to show that within the regions identified by Experiment 2, the right inferior frontal sulcus was normally activated by (i) auditory sentence-to-picture matching; and (ii) one-back matching when the demands on linguistic and non-linguistic working memory were high. Together, these experiments demonstrate that the right inferior frontal cortex contributes to linguistic and non-linguistic working memory capacity (executive function) that is needed for normal speech comprehension. Our results link previously unrelated literatures on the role of the right inferior frontal cortex in executive processing and the role of executive processing in sentence comprehension; which in turn helps to explain why right inferior frontal activity has previously been reported to increase during recovery of language function after left hemisphere stroke. The clinical relevance of our findings is that the detrimental effect of right hemisphere strokes on language is (i) much greater than expected; (ii) frequently observed after damage to the right inferior frontal sulcus; (iii) task dependent; (iv) different to the type of impairments observed after left hemisphere strokes; and (v) can result in long-lasting deficits that are (vi) not the consequence of atypical language lateralization.
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Affiliation(s)
- Andrea Gajardo-Vidal
- Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, London, UK.,Faculty of Health Sciences, Universidad del Desarrollo, Concepcion, Chile
| | - Diego L Lorca-Puls
- Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, London, UK
| | - Thomas M H Hope
- Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, London, UK
| | | | - Mohamed L Seghier
- Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, London, UK.,Cognitive Neuroimaging Unit, Emirates College for Advanced Education, Abu Dhabi, UAE
| | - Susan Prejawa
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Jennifer T Crinion
- Institute of Cognitive Neuroscience, University College London, London, UK
| | - Alex P Leff
- Institute of Cognitive Neuroscience, University College London, London, UK.,Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, London, UK
| | - David W Green
- Experimental Psychology, Faculty of Brain Sciences, University College London, London, UK
| | - Cathy J Price
- Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, London, UK
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13
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Key-DeLyria SE, Bodner T, Altmann LJP. Rapid Serial Visual Presentation Interacts with Ambiguity During Sentence Comprehension. JOURNAL OF PSYCHOLINGUISTIC RESEARCH 2019; 48:665-682. [PMID: 30612265 DOI: 10.1007/s10936-018-09624-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Conventional opinion about using Rapid Serial Visual Presentation (RSVP) for examining sentence comprehension maintains that RSVP taxes working memory (WM), which probably affects sentence processing. However, most RSVP studies only infer the involvement of WM. Other cognitive resources, such as cognitive control or vocabulary may also impact sentence comprehension and interact with RSVP. Further, sentence ambiguity is predicted to interact with RSVP and cognitive resources to impact sentence comprehension. To test these relationships, participants read ambiguous and unambiguous sentences using RSVP and Whole-Sentence presentation, followed by comprehension questions that were targeted to the ambiguous region of the sentences. Presentation type and ambiguity interacted to affect RT such that the effect of RSVP was exaggerated for ambiguous sentences. RT effects were moderated by WM and vocabulary. WM and cognitive control affected accuracy. Findings are discussed in light of depth of processing and the impact of cognitive resources on sentence comprehension.
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Affiliation(s)
- Sarah E Key-DeLyria
- Speech and Hearing Sciences Department, Portland State University, P.O. Box 751, Portland, OR, 97207-0751, USA.
| | - Todd Bodner
- Department of Psychology, Portland State University, Portland, OR, USA
| | - Lori J P Altmann
- Department of Speech, Language, and Hearing Sciences, University of Florida, Gainesville, FL, USA
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14
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Bosco FM, Gabbatore I, Angeleri R, Zettin M, Parola A. Do executive function and theory of mind predict pragmatic abilities following traumatic brain injury? An analysis of sincere, deceitful and ironic communicative acts. JOURNAL OF COMMUNICATION DISORDERS 2018; 75:102-117. [PMID: 29887277 DOI: 10.1016/j.jcomdis.2018.05.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 05/09/2018] [Accepted: 05/24/2018] [Indexed: 05/25/2023]
Abstract
Quality of life and social integration are strongly influenced by the ability to communicate and previous research has shown that pragmatic ability can be specifically impaired in individuals with traumatic brain injury (TBI). In addition, TBI usually results in damage to the frontotemporal lobes with a consequent impairment of cognitive functions, i.e., attention, memory, executive function (EF) and theory of mind (ToM). The role of the underlying cognitive deficits in determining the communicative-pragmatic difficulties of an individual with TBI is not yet completely clear. This study examined the relationship between the ability to understand and produce various kinds of communicative acts, (i.e., sincere, deceitful and ironic) and the above-mentioned cognitive and ToM abilities following TBI. Thirty-five individuals with TBI and thirty-five healthy controls were given tasks assessing their ability to comprehend and produce sincere, deceitful and ironic communicative acts belonging to the linguistic and extralinguistic scales of the Assessment Battery for Communication (ABaCo), together with a series of EF and ToM tasks. The results showed that, when compared to healthy individuals, participants with TBI performed poorly overall in the comprehension and production of all the pragmatic phenomena investigated, (i.e., sincere, deceitful and ironic communicative acts), and they also exhibited impaired performance at the level of all the cognitive functions examined. Individuals with TBI also showed a decreasing trend in performance in dealing with sincere, deceitful and ironic communicative acts, on both the comprehension and production subscales of the linguistic and extralinguistic scales. Furthermore, a hierarchical regression analysis revealed that - in patients with TBI but not in the controls - EF had a significant effect on the comprehension of linguistic and extralinguistic irony only, while the percentage of explained variance increased with the inclusion of theory of mind. Indeed, ToM had a significant role in determining patients' performance in the extralinguistic production of sincere and deceitful communicative acts, linguistic and extralinguistic comprehension of deceit and the linguistic production of irony. However, with regard to the performance of patients with TBI in the various pragmatic tasks investigated, (i.e., sincere, deceitful and ironic communicative acts), EF was able to explain the pattern of patients' scores in the linguistic and extralinguistic comprehension but not in production ability. Furthermore, ToM seemed not to be able to explain the decreasing trend in the performance of patients in managing the various kinds of communicative acts investigated.
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Affiliation(s)
- F M Bosco
- Department of Psychology, University of Turin, Italy; Institute of neuroscience of Turin, Italy
| | - I Gabbatore
- Department of Psychology, University of Turin, Italy; Child Language Research Center, Research Unit of Logopedics, University of Oulu, Finland.
| | - R Angeleri
- Department of Psychology, University of New Mexico, Albuquerque, NM, USA
| | | | - A Parola
- Department of Psychology, University of Turin, Italy
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15
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Cognitive abilities and theory of mind in explaining communicative-pragmatic disorders in patients with schizophrenia. Psychiatry Res 2018; 260:144-151. [PMID: 29195166 DOI: 10.1016/j.psychres.2017.11.051] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 10/29/2017] [Accepted: 11/17/2017] [Indexed: 11/21/2022]
Abstract
Patients with schizophrenia usually show an impairment in their communicative-pragmatic performance; they also have difficulties in cognitive functioning and Theory of Mind (ToM). In the literature it has been proposed that ToM and cognitive deficits have a role in explaining the communicative-pragmatic difficulties of patients with schizophrenia. However, the exact interplay of these functions is still not completely clear. The present research investigates the relationship between communicative-pragmatic, ToM and cognitive impairments (i.e. general intelligence, selective attention, speed processing and EF -working memory, inhibition and flexibility-) in a sample of 26 individuals with schizophrenia and matched controls. The linguistic and extralinguistic scales of the Assessment Battery of Communication (ABaCo), and a series of ToM and cognitive tasks were administered to patients and healthy controls. The results showed that individuals with schizophrenia performed less well than controls in all the tasks investigated. However, a hierarchical regression analysis showed that only ToM, and not cognitive functions, seems to be a predictive variable of patients' performance. Finally, a Fisher's exact test showed that there was not a stable significant relationship between ToM or EF and pragmatic impairment.
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16
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Acosta V, Hernandez S, Ramirez G. Effectiveness of a working memory intervention program in children with language disorders. APPLIED NEUROPSYCHOLOGY-CHILD 2017; 8:15-23. [PMID: 28956632 DOI: 10.1080/21622965.2017.1374866] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The aim of this study was twofold: first, to obtain a neuropsychological characterization of children with language disorders, and second, to evaluate the effectiveness of an intervention program on working memory. We used a pretest-instruction-posttest design, carefully identifying a sample of 32 children with language disorders whom we then evaluated for short-term verbal and visuospatial memory, verbal and visuospatial working memory, attention, processing speed, and lexical-semantic skills. We then implemented an intervention program on working memory consisting of 72 sessions of 15 minutes each, after which we repeated the neuropsychological assessment of these functions. Children with language disorders performed worse than children in the control group in all memory tasks evaluated and in the lexical-semantic processing task. After the intervention, children with language disorders showed a significant increase over their own previous performance in all variables. Children with language disorders show significant cognitive deficits and not just linguistic impairment. We offer conclusive findings on the effectiveness of the intervention program used. Finally, we obtained partial support for the existence of a causal link between improved performance on memory tasks and performance in a lexical-semantic task.
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Affiliation(s)
- Victor Acosta
- a Department of Didactics and Educational Research , Universidad de La Laguna Facultad de Psicologia , La Laguna , Spain
| | - Sergio Hernandez
- b Department of Clinical Psychology , Psychobiology and Methodology, Universidad de La Laguna Facultad de Psicologia , La Laguna , Spain
| | - Gustavo Ramirez
- b Department of Clinical Psychology , Psychobiology and Methodology, Universidad de La Laguna Facultad de Psicologia , La Laguna , Spain
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17
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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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