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Bayram M, Palluel-Germain R, Lebon F, Durand E, Harquel S, Perrone-Bertolotti M. Motor imagery training to improve language processing: What are the arguments? Front Hum Neurosci 2023; 17:982849. [PMID: 36816506 PMCID: PMC9929469 DOI: 10.3389/fnhum.2023.982849] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 01/09/2023] [Indexed: 02/04/2023] Open
Abstract
Studies showed that motor expertise was found to induce improvement in language processing. Grounded and situated approaches attributed this effect to an underlying automatic simulation of the motor experience elicited by action words, similar to motor imagery (MI), and suggest shared representations of action conceptualization. Interestingly, recent results also suggest that the mental simulation of action by MI training induces motor-system modifications and improves motor performance. Consequently, we hypothesize that, since MI training can induce motor-system modifications, it could be used to reinforce the functional connections between motor and language system, and could thus lead to improved language performance. Here, we explore these potential interactions by reviewing recent fundamental and clinical literature in the action-language and MI domains. We suggested that exploiting the link between action language and MI could open new avenues for complementary language improvement programs. We summarize the current literature to evaluate the rationale behind this novel training and to explore the mechanisms underlying MI and its impact on language performance.
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Affiliation(s)
- Mariam Bayram
- Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LPNC, 38000 Grenoble, France
| | | | - Florent Lebon
- Laboratoire INSERM U1093 Cognition, Action, et Plasticité Sensorimotrice, Université de Bourgogne, Faculté des Sciences du Sport (UFR STAPS), Dijon, France,Institut Universitaire de France (IUF), Paris, France
| | - Edith Durand
- Département d’Orthophonie, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
| | - Sylvain Harquel
- Defitech Chair of Clinical Neuroengineering, Center for Neuroprosthetics (CNP) and Brain Mind Institute (BMI), École Polytechnique Fédérale de Lausanne (EPFL), Geneva, Switzerland
| | - Marcela Perrone-Bertolotti
- Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LPNC, 38000 Grenoble, France,Institut Universitaire de France (IUF), Paris, France,*Correspondence: Marcela Perrone-Bertolotti,
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2
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Klostermann F, Wyrobnik M, Boll M, Ehlen F, Tiedt HO. Tracing embodied word production in persons with Parkinson's disease in distinct motor conditions. Sci Rep 2022; 12:16669. [PMID: 36198900 PMCID: PMC9534912 DOI: 10.1038/s41598-022-21106-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 09/22/2022] [Indexed: 11/09/2022] Open
Abstract
Embodied cognition theories posit direct interactions between sensorimotor and mental processing. Various clinical observations have been interpreted in this controversial framework, amongst others, low verb generation in word production tasks performed by persons with Parkinson's disease (PD). If this were the consequence of reduced motor simulation of prevalent action semantics in this word class, reduced PD pathophysiology should result in increased verb production and a general shift of lexical contents towards particular movement-related meanings. 17 persons with PD and bilateral deep brain stimulation (DBS) of the subhtalamic nucleus (STN) and 17 healthy control persons engaged in a semantically unconstrained, phonemic verbal fluency task, the former in both DBS-off and DBS-on states. The analysis referred to the number of words produced, verb use, and the occurrence of different dimensions of movement-related semantics in the lexical output. Persons with PD produced fewer words than controls. In the DBS-off, but not in the DBS-on condition, the proportion of verbs within this reduced output was lower than in controls. Lowered verb production went in parallel with a semantic shift: in persons with PD in the DBS-off, but not the DBS-on condition, the relatedness of produced words to own body-movement was lower than in controls. In persons with PD, DBS induced-changes of the motor condition appear to go along with formal and semantic shifts in word production. The results are compatible with the idea of some impact of motor system states on lexical processing.
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Affiliation(s)
- Fabian Klostermann
- Department of Neurology, Motor and Cognition Group, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Hindenburgdamm 30, 12200, Berlin, Germany. .,Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099, Berlin, Germany.
| | - Michelle Wyrobnik
- Department of Neurology, Motor and Cognition Group, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Hindenburgdamm 30, 12200, Berlin, Germany.,Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099, Berlin, Germany.,Institute of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489, Berlin, Germany
| | - Moritz Boll
- Department of Neurology, Motor and Cognition Group, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Hindenburgdamm 30, 12200, Berlin, Germany
| | - Felicitas Ehlen
- Department of Neurology, Motor and Cognition Group, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Hindenburgdamm 30, 12200, Berlin, Germany.,Department of Psychiatry, Jüdisches Krankenhaus Berlin, Heinz-Galinski-Straße 1, 13347, Berlin, Germany
| | - Hannes Ole Tiedt
- Department of Neurology, Motor and Cognition Group, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Hindenburgdamm 30, 12200, Berlin, Germany
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3
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Hyder R, Højlund A, Jensen M, Johnsen EL, Østergaard K, Shtyrov Y. STN-DBS affects language processing differentially in Parkinson's disease: Multiple-case MEG study. Acta Neurol Scand 2021; 144:132-141. [PMID: 33961289 DOI: 10.1111/ane.13423] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 03/02/2021] [Accepted: 03/10/2021] [Indexed: 12/01/2022]
Abstract
OBJECTIVES In this study, we investigated the effects of bilateral and unilateral deep brain stimulation of the subthalamic nucleus (STN-DBS) in PD patients on neural responses associated with two aspects of spoken language processing: semantics of action-related verbs and morphosyntactic processing. MATERIALS AND METHODS Using a passive unattended paradigm to present spoken linguistic stimuli, we recorded magnetoencephalographic (MEG) responses in three PD patients in four DBS conditions: left unilateral STN-DBS, right unilateral STN-DBS, bilateral STN-DBS, and no STN-DBS. To ensure that any observed effects of DBS on the neuromagnetic responses could be attributed to the linguistic context per se and were not merely induced by the electrical stimulation, we assessed the effects of STN-DBS on linguistic contrasts within each stimulation condition. Hence, we contrasted the processing of action vs. abstract verbs as well as the processing of correct vs. incorrect morphosyntactic inflections within each DBS condition. RESULTS The results revealed that, compared to the DBS-off state, both bilateral and right unilateral stimulation of the STN yielded significant dissociations in the processing of action and abstract verbs, with greater neuromagnetic responses for action verbs compared to abstract verbs. For morphosyntax processing, only left unilateral stimulation yielded significant dissociations (relative to the DBS-off state), with greater neuromagnetic responses to the incorrect inflections compared to the correct inflections. CONCLUSION The results reflect differential effects of unilateral and bilateral STN-DBS on neuromagnetic responses associated with the processing of spoken language. They suggest that different specific aspects of linguistic information processing in PD are affected differently by STN-DBS.
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Affiliation(s)
- Rasha Hyder
- Center of Functionally Integrative Neuroscience (CFIN) Department of Clinical Medicine Aarhus University Aarhus Denmark
- Institute of Clinical Neuroscience and Medical Psychology Medical Faculty Heinrich‐Heine University Düsseldorf Germany
| | - Andreas Højlund
- Center of Functionally Integrative Neuroscience (CFIN) Department of Clinical Medicine Aarhus University Aarhus Denmark
| | - Mads Jensen
- Center of Functionally Integrative Neuroscience (CFIN) Department of Clinical Medicine Aarhus University Aarhus Denmark
- Research Unit for Robophilosophy and Integrative Social Robotics Interacting Minds Centre Aarhus University Aarhus Denmark
| | - Erik L. Johnsen
- Department of Neurology Aarhus University Hospital Aarhus Denmark
| | - Karen Østergaard
- Department of Neurology Aarhus University Hospital Aarhus Denmark
- Sano Private Hospital Denmark
| | - Yury Shtyrov
- Center of Functionally Integrative Neuroscience (CFIN) Department of Clinical Medicine Aarhus University Aarhus Denmark
- Centre for Cognition and Decision Making Institute for Cognitive Neuroscience HSE University Moscow Russian Federation
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4
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Vos SH, Kessels RPC, Vinke RS, Esselink RAJ, Piai V. The Effect of Deep Brain Stimulation of the Subthalamic Nucleus on Language Function in Parkinson's Disease: A Systematic Review. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2021; 64:2794-2810. [PMID: 34157249 DOI: 10.1044/2021_jslhr-20-00515] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Purpose This systematic review focuses on the effect of bilateral deep brain stimulation (DBS) of the subthalamic nucleus (STN) on language function in Parkinson's disease (PD). It fills an important gap in recent reviews by considering other language tasks in addition to verbal fluency. Method We critically and systematically reviewed the literature on studies that investigated the effect of bilateral STN-DBS on language function in PD. All studies included a matched PD control group who were on best medical treatment, with language testing at similar baseline and follow-up intervals as the DBS PD group. Results Thirteen identified studies included a form of a verbal fluency task, seven studies included picture naming, and only two studies included more language-oriented tasks. We found that verbal fluency was negatively affected after DBS, whereas picture naming was unaffected. Studies investigating individual change patterns using reliable change indices showed that individual variability is larger for picture naming than for verbal fluency. Conclusions Verbal fluency is the most frequently investigated aspect of language function. Our analysis showed a pattern of decline in verbal fluency across multiple studies after STN-DBS, whereas picture naming was unaffected. Data on more language-oriented tests in a large DBS sample and best medical treatment control group are sparse. The investigation of language function in PD after DBS requires sensitive language tests (with and without time pressure) and experimental designs as used in the studies reviewed here. Reliable change index statistics are a promising tool for investigating individual differences in performance after DBS. Supplemental Material https://doi.org/10.23641/asha.14794458.
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Affiliation(s)
- Sandra H Vos
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Roy P C Kessels
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands
| | - R Saman Vinke
- Department of Neurosurgery, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Rianne A J Esselink
- Department of Neurology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Vitória Piai
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands
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5
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De Letter M, Bruggeman A, De Keyser K, Van Mierlo P, Buysse H, Van Roost D, Santens P. Subthalamic nucleus activity in the processing of body and mental action verbs in people with Parkinson's disease. BRAIN AND LANGUAGE 2020; 202:104738. [PMID: 31981951 DOI: 10.1016/j.bandl.2019.104738] [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: 07/12/2019] [Revised: 10/13/2019] [Accepted: 12/18/2019] [Indexed: 06/10/2023]
Abstract
Local field potentials evoked by body action and mental action verbs were recorded in the subthalamic nucleus (STN) of 18 patients with Parkinson's disease through the electrodes implanted for deep brain stimulation. Compared with the medication on-condition, the medication off-condition showed a difference in activity in the early time segments, mainly in the right STN, with larger amplitudes for body action verbs. In the on-condition a similar pattern was detected in the left STN. These patterns of early differences in activity evoked by different types of verbs might indicate the potential of the STN to rapidly detect relevant behavioural clues in verbal content and to integrate these in subsequent cortico-subcortical interactions. In addition, these lateralizations allow speculations about shifts in processing activity correlating with dopaminergic denervation. Whether this detection relies on phonological, semantic or grammatical clues remains an open question.
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Affiliation(s)
- M De Letter
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
| | - A Bruggeman
- Department of Neurology, Ghent University Hospital, Ghent, Belgium
| | - K De Keyser
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
| | - P Van Mierlo
- Medical Image and Signal Processing Group, Department of Electronics and Information Systems, Ghent University, Ghent, Belgium
| | - H Buysse
- Department of Medical Informatics & Statistics, Ghent University, Ghent, Belgium
| | - D Van Roost
- Department of Neurosurgery, Ghent University Hospital, Ghent, Belgium
| | - P Santens
- Department of Neurology, Ghent University Hospital, Ghent, Belgium.
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6
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García AM, Bocanegra Y, Herrera E, Moreno L, Carmona J, Baena A, Lopera F, Pineda D, Melloni M, Legaz A, Muñoz E, Sedeño L, Baez S, Ibáñez A. Parkinson's disease compromises the appraisal of action meanings evoked by naturalistic texts. Cortex 2018; 100:111-126. [DOI: 10.1016/j.cortex.2017.07.003] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 05/24/2017] [Accepted: 07/04/2017] [Indexed: 12/14/2022]
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El Haj M, Coello Y, Kapogiannis D, Gallouj K, Antoine P. Negative Prospective Memory in Alzheimer's Disease: "Do Not Perform That Action". J Alzheimers Dis 2018; 61:663-672. [PMID: 29226877 PMCID: PMC5925753 DOI: 10.3233/jad-170807] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Relatively to "standard" prospective memory, i.e., remembering to perform a future action, little is known about negative prospective memory, i.e., remembering not to perform a future action. This study investigated the latter ability in Alzheimer's disease (AD). AD participants and healthy older adults were asked to click on the keyboard or not to click on it when a cue word was encountered. Results showed more omissions (i.e., forgetting to click the keyboard when the instruction was to do so) in AD participants than in healthy older adults, suggesting a prospective memory deficit. Interestingly, more commissions (i.e., clicking the keyboard when the instruction was not to do so) were also observed in AD participants than in healthy older adults. Similar levels of commissions and omissions were observed in AD participants and in healthy older adults. Also, commissions and omissions were correlated with performance on an inhibition assessment task. Our findings reveal that AD is characterized by not only difficulty in the retrieval of recent information, but also difficulty to inhibit no-longer appropriate stimulus-response associations previously learned, suggesting a specific deficit of negative prospective memory in AD.
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Affiliation(s)
- Mohamad El Haj
- University of Lille, CNRS, CHU Lille, UMR 9193 - SCALab - Sciences Cognitives et Sciences Affectives, Lille, France
- Unité de Gériatrie, Centre Hospitalier de Tourcoing, Tourcoing, France
| | - Yann Coello
- University of Lille, CNRS, CHU Lille, UMR 9193 - SCALab - Sciences Cognitives et Sciences Affectives, Lille, France
| | | | - Karim Gallouj
- Unité de Gériatrie, Centre Hospitalier de Tourcoing, Tourcoing, France
| | - Pascal Antoine
- University of Lille, CNRS, CHU Lille, UMR 9193 - SCALab - Sciences Cognitives et Sciences Affectives, Lille, France
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8
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Roberts A, Nguyen P, Orange JB, Jog M, Nisbet KA, McRae K. Differential impairments of upper and lower limb movements influence action verb processing in Parkinson disease. Cortex 2017; 97:49-59. [DOI: 10.1016/j.cortex.2017.09.022] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Revised: 09/16/2017] [Accepted: 09/26/2017] [Indexed: 01/23/2023]
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9
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Birba A, García-Cordero I, Kozono G, Legaz A, Ibáñez A, Sedeño L, García AM. Losing ground: Frontostriatal atrophy disrupts language embodiment in Parkinson’s and Huntington’s disease. Neurosci Biobehav Rev 2017; 80:673-687. [DOI: 10.1016/j.neubiorev.2017.07.011] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Revised: 07/25/2017] [Accepted: 07/27/2017] [Indexed: 12/13/2022]
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10
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García AM, Bocanegra Y, Herrera E, Pino M, Muñoz E, Sedeño L, Ibáñez A. Action-semantic and syntactic deficits in subjects at risk for Huntington's disease. J Neuropsychol 2017; 12:389-408. [PMID: 28296213 DOI: 10.1111/jnp.12120] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 01/23/2017] [Indexed: 12/21/2022]
Abstract
Frontostriatal networks play critical roles in grounding action semantics and syntactic skills. Indeed, their atrophy distinctively disrupts both domains, as observed in patients with Huntington's disease (HD) and Parkinson's disease, even during early disease stages. However, frontostriatal degeneration in these conditions may begin up to 15 years before the onset of clinical symptoms, opening avenues for pre-clinical detection via sensitive tasks. Such a mission is particularly critical in HD, given that patients' children have 50% chances of inheriting the disease. Against this background, we assessed whether deficits in the above-mentioned domains emerge in subjects at risk to develop HD. We administered tasks tapping action semantics, object semantics, and two forms of syntactic processing to 18 patients with HD, 19 asymptomatic first-degree relatives, and sociodemographically matched controls for each group. The patients evinced significant deficits in all tasks, but only those in the two target domains were independent of overall cognitive state. More crucially, relative to controls, the asymptomatic relatives were selectively impaired in action semantics and in the more complex syntactic task, with both patterns emerging irrespective of the subjects' overall cognitive state. Our findings highlight the relevance of these dysfunctions as potential prodromal biomarkers of HD. Moreover, they offer theoretical insights into the differential contributions of frontostriatal hubs to both domains while paving the way for innovations in diagnostic procedures.
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Affiliation(s)
- Adolfo M García
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCYT), INECO Foundation, Favaloro University, Buenos Aires, Argentina.,National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina.,Faculty of Education, National University of Cuyo (UNCuyo), Mendoza, Argentina
| | - Yamile Bocanegra
- Neuroscience Group, Faculty of Medicine, University of Antioquia (UDEA), Medellín, Colombia.,Group of Neuropsychology and Conduct (GRUNECO), Faculty of Medicine, University of Antioquia (UDEA), Medellín, Colombia
| | - Eduar Herrera
- Psychological Studies Department, Icesi University, Cali, Colombia
| | - Mariana Pino
- Autonomous University of the Caribbean, Barranquilla, Colombia
| | - Edinson Muñoz
- Departamento de Lingüística y Literatura, Facultad de Humanidades, Universidad de Santiago de Chile, Chile
| | - Lucas Sedeño
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCYT), INECO Foundation, Favaloro University, Buenos Aires, Argentina.,National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina
| | - Agustín Ibáñez
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCYT), INECO Foundation, Favaloro University, Buenos Aires, Argentina.,National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina.,Autonomous University of the Caribbean, Barranquilla, Colombia.,Center for Social and Cognitive Neuroscience (CSCN), School of Psychology, Universidad Adolfo Ibáñez, Santiago de Chile, Chile.,Centre of Excellence in Cognition and its Disorders, Australian Research Council (ACR), Sydney, New South Wales, Australia
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Abrevaya S, Sedeño L, Fitipaldi S, Pineda D, Lopera F, Buritica O, Villegas A, Bustamante C, Gomez D, Trujillo N, Pautassi R, Ibáñez A, García AM. The Road Less Traveled: Alternative Pathways for Action-Verb Processing in Parkinson’s Disease. J Alzheimers Dis 2016; 55:1429-1435. [DOI: 10.3233/jad-160737] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Sofía Abrevaya
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Buenos Aires, Argentina
- National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina
| | - Lucas Sedeño
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Buenos Aires, Argentina
- National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina
| | - Sol Fitipaldi
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Buenos Aires, Argentina
| | - David Pineda
- Group of Neuropsychology and Conduct (GRUNECO), Faculty of Medicine, University of Antioquia (UDEA), Medellín, Colombia
| | - Francisco Lopera
- Neuroscience Group, Faculty of Medicine, University of Antioquia (UDEA), Medellín, Colombia
| | - Omar Buritica
- Neuroscience Group, Faculty of Medicine, University of Antioquia (UDEA), Medellín, Colombia
- Neurology Unit Pablo Tobón Uribe Hospital, Medellín, Colombia
| | - Andrés Villegas
- Neuroscience Group, Faculty of Medicine, University of Antioquia (UDEA), Medellín, Colombia
| | - Catalina Bustamante
- Department of Research, Instituto de Alta Tecnología Médica de Antioquia, Medellín, Colombia
| | - Diana Gomez
- Group of Neuropsychology and Conduct (GRUNECO), Faculty of Medicine, University of Antioquia (UDEA), Medellín, Colombia
- Mental Health Group, School of Public Health, Universidad de Antioquia (UDEA), Medellín, Colombia
| | - Natalia Trujillo
- Neuroscience Group, Faculty of Medicine, University of Antioquia (UDEA), Medellín, Colombia
- Mental Health Group, School of Public Health, Universidad de Antioquia (UDEA), Medellín, Colombia
| | - Ricardo Pautassi
- Instituto Ferreyra (INIMEC, CONICET, UNC), National University of Córdoba, Friuli, Cordoba, Cordoba
| | - Agustín Ibáñez
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Buenos Aires, Argentina
- National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina
- Universidad Autónoma del Caribe, Barranquilla, Colombia
- Center for Social and Cognitive Neuroscience (CSCN), School of Psychology, Universidad Adolfo Ibáñez, Santiago de Chile, Chile
- Centre of Excellence in Cognition and its Disorders, Australian Research Council (ACR), Macquarie University, NSW, Sydney, Australia
| | - Adolfo M. García
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Buenos Aires, Argentina
- National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina
- Faculty of Elementary and Special Education (FEEyE), National University of Cuyo (UNCuyo), Mendoza, Argentina
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12
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García AM, Carrillo F, Orozco-Arroyave JR, Trujillo N, Vargas Bonilla JF, Fittipaldi S, Adolfi F, Nöth E, Sigman M, Fernández Slezak D, Ibáñez A, Cecchi GA. How language flows when movements don't: An automated analysis of spontaneous discourse in Parkinson's disease. BRAIN AND LANGUAGE 2016; 162:19-28. [PMID: 27501386 DOI: 10.1016/j.bandl.2016.07.008] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2016] [Revised: 04/20/2016] [Accepted: 07/25/2016] [Indexed: 06/06/2023]
Abstract
To assess the impact of Parkinson's disease (PD) on spontaneous discourse, we conducted computerized analyses of brief monologues produced by 51 patients and 50 controls. We explored differences in semantic fields (via latent semantic analysis), grammatical choices (using part-of-speech tagging), and word-level repetitions (with graph embedding tools). Although overall output was quantitatively similar between groups, patients relied less heavily on action-related concepts and used more subordinate structures. Also, a classification tool operating on grammatical patterns identified monologues as pertaining to patients or controls with 75% accuracy. Finally, while the incidence of dysfluent word repetitions was similar between groups, it allowed inferring the patients' level of motor impairment with 77% accuracy. Our results highlight the relevance of studying naturalistic discourse features to tap the integrity of neural (and, particularly, motor) networks, beyond the possibilities of standard token-level instruments.
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Affiliation(s)
- Adolfo M García
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Pacheco de Melo 1860, C1126AAB Buenos Aires, Argentina; National Scientific and Technical Research Council (CONICET), Av. Rivadavia 1917, C1033AAJ Buenos Aires, Argentina; Faculty of Elementary and Special Education (FEEyE), National University of Cuyo (UNCuyo), Sobremonte 74, C5500 Mendoza, Argentina.
| | - Facundo Carrillo
- National Scientific and Technical Research Council (CONICET), Av. Rivadavia 1917, C1033AAJ Buenos Aires, Argentina; Department of Computer Science, School of Sciences, University of Buenos Aires, Pabellón I, Ciudad Universitaria, C1428EGA Buenos Aires, Argentina
| | - Juan Rafael Orozco-Arroyave
- Faculty of Engineering, University of Antioquia, Calle 67 N° 53-108, C1226 Medellín, Colombia; Pattern Recognition Lab, Friedrich-Alexander-Universität, Martensstrasse 3, 91058 Erlangen-Nürnberg, Germany
| | - Natalia Trujillo
- Neuroscience Group, Faculty of Medicine, University of Antioquia, Calle 62 N° 52-59, C1226 Medellín, Colombia; School of Public Health, University of Antioquia, Calle 62 N° 52-59, C1226 Medellín, Colombia
| | - Jesús F Vargas Bonilla
- Faculty of Engineering, University of Antioquia, Calle 67 N° 53-108, C1226 Medellín, Colombia
| | - Sol Fittipaldi
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Pacheco de Melo 1860, C1126AAB Buenos Aires, Argentina
| | - Federico Adolfi
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Pacheco de Melo 1860, C1126AAB Buenos Aires, Argentina
| | - Elmar Nöth
- Pattern Recognition Lab, Friedrich-Alexander-Universität, Martensstrasse 3, 91058 Erlangen-Nürnberg, Germany
| | - Mariano Sigman
- Laboratory of Integrative Neuroscience, Torcuato Di Tella University, Av. Figueroa Alcorta 7350, C1428BCW Buenos Aires, Argentina
| | - Diego Fernández Slezak
- National Scientific and Technical Research Council (CONICET), Av. Rivadavia 1917, C1033AAJ Buenos Aires, Argentina; Department of Computer Science, School of Sciences, University of Buenos Aires, Pabellón I, Ciudad Universitaria, C1428EGA Buenos Aires, Argentina
| | - Agustín Ibáñez
- Laboratory of Experimental Psychology and Neuroscience (LPEN), Institute of Cognitive and Translational Neuroscience (INCyT), INECO Foundation, Favaloro University, Pacheco de Melo 1860, C1126AAB Buenos Aires, Argentina; National Scientific and Technical Research Council (CONICET), Av. Rivadavia 1917, C1033AAJ Buenos Aires, Argentina; Universidad Autónoma del Caribe, Calle 90, N° 46-112, C2754 Barranquilla, Colombia; Center for Social and Cognitive Neuroscience (CSCN), School of Psychology, Universidad Adolfo Ibáñez, Diagonal Las Torres 2640, Santiago, Chile; Centre of Excellence in Cognition and its Disorders, Australian Research Council (ACR), 16 University Avenue, Macquarie University, Sydney, NSW 2109, Australia
| | - Guillermo A Cecchi
- Computational Biology Center, IBM, T.J. Watson Research Center, Yorktown Heights, 1101 Kitchawan Rd., Yorktwon Heights, New York, NY 10598, USA
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