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Bordoloi S, Gupta CN, Hazarika SM. Understanding effects of observing affordance-driven action during motor imagery through EEG analysis. Exp Brain Res 2024:10.1007/s00221-024-06912-w. [PMID: 39180699 DOI: 10.1007/s00221-024-06912-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Accepted: 08/19/2024] [Indexed: 08/26/2024]
Abstract
The aim of this paper is to investigate the impact of observing affordance-driven action during motor imagery. Affordance-driven action refers to actions that are initiated based on the properties of objects and the possibilities they offer for interaction. Action observation (AO) and motor imagery (MI) are two forms of motor simulation that can influence motor responses. We examined combined AO + MI, where participants simultaneously engaged in AO and MI. Two different kinds of combined AO + MI were employed. Participants imagined and observed the same affordance-driven action during congruent AO + MI, whereas in incongruent AO + MI, participants imagined the actual affordance-driven action while observing a distracting affordance involving the same object. EEG data were analyzed for the N2 component of event-related potential (ERP). Our study found that the N2 ERP became more negative during congruent AO + MI, indicating strong affordance-related activity. The maximum source current density (0.00611 μ A/mm2 ) using Low-Resolution Electromagnetic Tomography (LORETA) was observed during congruent AO + MI in brain areas responsible for planning motoric actions. This is consistent with prefrontal cortex and premotor cortex activity for AO + MI reported in the literature. The stronger neural activity observed during congruent AO + MI suggests that affordance-driven actions hold promise for neurorehabilitation.
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Affiliation(s)
- Supriya Bordoloi
- Centre for Linguistic Science and Technology, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India.
| | - Cota Navin Gupta
- Centre for Linguistic Science and Technology, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India
- Neural Engineering Lab, Department of Bio Sciences and Bio Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India
| | - Shyamanta M Hazarika
- Centre for Linguistic Science and Technology, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India
- Biomimetic Robotics and Artificial Intelligence Lab, Department of Mechanical Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India
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Liu CL, Tu YW, Li MW, Chang KC, Chang CH, Chen CK, Wu CY. Electroencephalogram Alpha Oscillations in Stroke Recovery: Insights into Neural Mechanisms from Combined Transcranial Direct Current Stimulation and Mirror Therapy in Relation to Activities of Daily Life. Bioengineering (Basel) 2024; 11:717. [PMID: 39061800 PMCID: PMC11273914 DOI: 10.3390/bioengineering11070717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 07/08/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024] Open
Abstract
The goal of stroke rehabilitation is to establish a robust protocol for patients to live independently in community. Firstly, we examined the impact of 3 hybridized transcranial direct current stimulation (tDCS)-mirror therapy interventions on activities of daily life (ADL) in stroke patients. Secondly, we explored the underlying therapeutic mechanisms with theory-driven electroencephalography (EEG) indexes in the alpha band. This was achieved by identifying the unique contributions of alpha power in motor production to ADL in relation to the premotor cortex (PMC), primary cortex (M1), and Sham tDCS with mirror therapy. The results showed that, although post-intervention ADL improvement was comparable among the three tDCS groups, one of the EEG indexes differentiated the interventions. Neural-behavioral correlation analyses revealed that different types of ADL improvements consistently corresponded with alpha power in the temporal lobe exclusively in the PMC tDCS group (all rs > 0.39). By contrast, alterations in alpha power in the central-frontal region were found to vary, with ADL primarily in the M1 tDCS group (r = -0.6 or 0.7), with the benefit depending on the complexity of the ADL. In conclusion, this research suggested two potential therapeutic mechanisms and demonstrated the additive benefits of introducing theory-driven neural indexes in explaining ADL.
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Affiliation(s)
- Chia-Lun Liu
- Department of Occupational Therapy, Chang Gung University, Taoyuan 33302, Taiwan;
| | - Ya-Wen Tu
- Department of Physical Medicine and Rehabilitation, Sijhih Cathay General Hospital, New Taipei 221, Taiwan; (Y.-W.T.); (M.-W.L.)
| | - Ming-Wei Li
- Department of Physical Medicine and Rehabilitation, Sijhih Cathay General Hospital, New Taipei 221, Taiwan; (Y.-W.T.); (M.-W.L.)
| | - Ku-Chou Chang
- Division of Cerebrovascular Diseases, Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 80756, Taiwan;
- Long-Term Care Service Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 80756, Taiwan
- Department of Medicine, Chang Gung University College of Medicine, Taoyuan 33302, Taiwan;
| | - Chih-Hung Chang
- Program in Occupational Therapy, Washington University School of Medicine, St. Louis, MO 63108, USA;
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Orthopaedic Surgery, Washington University School of Medicine, St. Louis, MO 63130, USA
| | - Chih-Kuang Chen
- Department of Medicine, Chang Gung University College of Medicine, Taoyuan 33302, Taiwan;
- Department of Physical Medicine and Rehabilitation, Chang Gung Memorial Hospital at Linkou, Taoyuan 33302, Taiwan
| | - Ching-Yi Wu
- Department of Occupational Therapy, Chang Gung University, Taoyuan 33302, Taiwan;
- Department of Physical Medicine and Rehabilitation, Chang Gung Memorial Hospital at Linkou, Taoyuan 33302, Taiwan
- Healthy Aging Research Center, Chang Gung University, Taoyuan 333, Taiwan
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Matsumoto T, Watanabe T, Ito K, Horinouchi T, Shibata S, Kurumadani H, Sunagawa T, Mima T, Kirimoto H. Effect of transcranial static magnetic stimulation over unilateral or bilateral motor association cortex on performance of simple and choice reaction time tasks. Front Hum Neurosci 2023; 17:1298761. [PMID: 38111674 PMCID: PMC10725921 DOI: 10.3389/fnhum.2023.1298761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 11/14/2023] [Indexed: 12/20/2023] Open
Abstract
Background Transcranial static magnetic stimulation (tSMS) is a non-invasive brain stimulation technique that place a strong neodymium magnet on scalp to reduce cortical excitability. We have recently developed a new tSMS device with three magnets placed close to each other (triple tSMS) and confirmed that this new device can produce a stronger and broader static magnetic field than the conventional single tSMS. The aim of the present study was to investigate the effect of the conventional single tSMS as well as triple tSMS over the unilateral or bilateral motor association cortex (MAC) on simple and choice reaction time (SRT and CRT) task performance. Methods There were two experiments: one involved the conventional tSMS, and the other involved the triple tSMS. In both experiments, right-handed healthy participants received each of the following stimulations for 20 min on different days: tSMS over the unilateral (left) MAC, tSMS over the bilateral MAC, and sham stimulation. The center of the stimulation device was set at the premotor cortex. The participants performed SRT and CRT tasks before, immediately after, and 15 min after the stimulation (Pre, Post 0, and Post 15). We evaluated RT, standard deviation (SD) of RT, and accuracy (error rate). Simulation was also performed to determine the spatial distribution of magnetic field induced by tSMS over the bilateral MAC. Results The spatial distribution of induced magnetic field was centered around the PMd for both tSMS systems, and the magnetic field reached multiple regions of the MAC as well as the sensorimotor cortices for triple tSMS. SD of CRT was significantly larger at Post 0 as compared to Pre when triple tSMS was applied to the bilateral MAC. No significant findings were noted for the other conditions or variables. Discussion We found that single tSMS over the unilateral or bilateral MAC did not affect performance of RT tasks, whereas triple tSMS over the bilateral MAC but not over the unilateral MAC increased variability of CRT. Our finding suggests that RT task performance can be modulated using triple tSMS.
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Affiliation(s)
- Takuya Matsumoto
- Faculty of Health Sciences, Tokyo Kasei University, Saitama, Japan
| | - Tatsunori Watanabe
- Faculty of Health Sciences, Aomori University of Health and Welfare, Aomori, Japan
| | | | - Takayuki Horinouchi
- Department of Sensorimotor Neuroscience, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Sumiya Shibata
- Department of Physical Therapy, Niigata University of Health and Welfare, Niigata, Japan
- Institute for Human Movement and Medical Sciences, Niigata University of Health and Welfare, Niigata, Japan
| | - Hiroshi Kurumadani
- Department of Analysis and Control of Upper Extremity Function, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Toru Sunagawa
- Department of Analysis and Control of Upper Extremity Function, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Tatsuya Mima
- Graduate School of Core Ethics and Frontier Sciences, Ritsumeikan University, Kyoto, Japan
| | - Hikari Kirimoto
- Department of Sensorimotor Neuroscience, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
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Doganci N, Iannotti GR, Coll SY, Ptak R. How embodied is cognition? fMRI and behavioral evidence for common neural resources underlying motor planning and mental rotation of bodily stimuli. Cereb Cortex 2023; 33:11146-11156. [PMID: 37804243 PMCID: PMC10687356 DOI: 10.1093/cercor/bhad352] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 09/04/2023] [Accepted: 09/05/2023] [Indexed: 10/09/2023] Open
Abstract
Functional neuroimaging shows that dorsal frontoparietal regions exhibit conjoint activity during various motor and cognitive tasks. However, it is unclear whether these regions serve several, computationally independent functions, or underlie a motor "core process" that is reused to serve higher-order functions. We hypothesized that mental rotation capacity relies on a phylogenetically older motor process that is rooted within these areas. This hypothesis entails that neural and cognitive resources recruited during motor planning predict performance in seemingly unrelated mental rotation tasks. To test this hypothesis, we first identified brain regions associated with motor planning by measuring functional activations to internally-triggered vs externally-triggered finger presses in 30 healthy participants. Internally-triggered finger presses yielded significant activations in parietal, premotor, and occipitotemporal regions. We then asked participants to perform two mental rotation tasks outside the scanner, consisting of hands or letters as stimuli. Parietal and premotor activations were significant predictors of individual reaction times when mental rotation involved hands. We found no association between motor planning and performance in mental rotation of letters. Our results indicate that neural resources in parietal and premotor cortex recruited during motor planning also contribute to mental rotation of bodily stimuli, suggesting a common core component underlying both capacities.
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Affiliation(s)
- Naz Doganci
- Laboratory of Cognitive Neurorehabilitation, Department of Clinical Neurosciences, Faculty of Medicine, University of Geneva, 1206 Geneva, Switzerland
| | - Giannina Rita Iannotti
- Laboratory of Cognitive Neurorehabilitation, Department of Clinical Neurosciences, Faculty of Medicine, University of Geneva, 1206 Geneva, Switzerland
- Department of Radiology and Medical Informatics, University Hospitals of Geneva, 1206 Geneva, Switzerland
- Department of Neurosurgery, University Hospitals of Geneva, 1206 Geneva, Switzerland
| | - Sélim Yahia Coll
- Laboratory of Cognitive Neurorehabilitation, Department of Clinical Neurosciences, Faculty of Medicine, University of Geneva, 1206 Geneva, Switzerland
- Department of Neurosurgery, University Hospitals of Geneva, 1206 Geneva, Switzerland
- Division of Neurorehabilitation, University Hospitals of Geneva, 1206 Geneva, Switzerland
| | - Radek Ptak
- Laboratory of Cognitive Neurorehabilitation, Department of Clinical Neurosciences, Faculty of Medicine, University of Geneva, 1206 Geneva, Switzerland
- Division of Neurorehabilitation, University Hospitals of Geneva, 1206 Geneva, Switzerland
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Hamada H, Wen W, Kawasaki T, Yamashita A, Asama H. Characteristics of EEG power spectra involved in the proficiency of motor learning. Front Neurosci 2023; 17:1094658. [PMID: 37492406 PMCID: PMC10364476 DOI: 10.3389/fnins.2023.1094658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 06/23/2023] [Indexed: 07/27/2023] Open
Abstract
Neuromodulation techniques for modulating brain activity can affect performance in a variety of behaviors. Techniques including transcranial alternating current stimulation and random noise stimulation can modulate neural oscillations. However, the intervention effect of neuromodulation approaches on motor learning is poor, partly because the electroencephalography (EEG) power spectra associated with the motor learning process has not yet been fully elucidated. Therefore, we investigated the characteristics of EEG power spectra in the process of motor learning in 15 right-handed healthy participants (5 females; mean age = 22.8 ± 3.0 years). The motor task was a ball-rotation task in which participants rotated two balls in the palm of their left hand. Participants performed a pre-test, the motor learning tasks, and a post-test. In the motor learning tasks, twenty 60 s trials were performed in the clockwise (CW) direction. Before and after the motor learning tasks, CW and counterclockwise (CCW; control condition) tasks were performed for 60 s each as pre- and post-tests. Therefore, CW direction was set as a motor learning task, while CCW was a test-only control task. EEG was recorded during the tests and tasks, and the power spectra in the alpha, beta, and gamma oscillations were calculated and compared between pre- and post-tests. The results showed that in the CW post-test, the power of the gamma band in the left parietal areas and the right frontal area was significantly higher than in the pre-test. In the CCW, there was no significant difference in each band at each area between the pre- and post-tests. Our findings reveal the characteristics of the EEG spectra related to the motor learning process. These results may help to establish more effective neuromodulation approaches to modifying neural oscillations in motor learning, including in rehabilitation fields.
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Affiliation(s)
- Hiroyuki Hamada
- Department of Precision Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
| | - Wen Wen
- Department of Precision Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
- Research into Artifacts, Center for Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
- Department of Psychology, Rikkyo University, Niiza, Saitama, Japan
| | - Tsubasa Kawasaki
- Department of Physical Therapy, School of Health Sciences, Tokyo International University, Kawagoe, Saitama, Japan
| | - Atsushi Yamashita
- Department of Precision Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
- Department of Human and Engineered Environmental Studies, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Hajime Asama
- Department of Precision Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
- Research into Artifacts, Center for Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
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Alterations in Corticocortical Vestibular Network Functional Connectivity Are Associated with Decreased Balance Ability in Elderly Individuals with Mild Cognitive Impairment. Brain Sci 2022; 13:brainsci13010063. [PMID: 36672045 PMCID: PMC9856347 DOI: 10.3390/brainsci13010063] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 12/19/2022] [Accepted: 12/27/2022] [Indexed: 12/31/2022] Open
Abstract
The corticocortical vestibular network (CVN) plays an important role in maintaining balance and stability. In order to clarify the specific relationship between the CVN and the balance ability of patients with mild cognitive impairment (MCI), we recruited 30 MCI patients in the community. According to age and sex, they were 1:1 matched to 30 older adults with normal cognitive function. We evaluated balance ability and performed MRI scanning in the two groups of participants. We analyzed functional connectivity within the CVN based on the region of interest. Then, we performed a Pearson correlation analysis between the functional connection and the Berg Balance Scale scores. The research results show that compared with the control group, there were three pairs of functional connections (hMST_R−Premotor_R, PFcm_R−SMA_L, and hMST_L−VIP_R) that were significantly decreased in the CVNs of the MCI group (p < 0.05). Further correlation analysis showed that there was a significant positive correlation between hMST_R−Premotor_R functional connectivity and BBS score (r = 0.364, p = 0.004). The decline in balance ability and increase in fall risk in patients with MCI may be closely related to the change in the internal connection mode of the corticocortical vestibular network.
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