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Mencel J, Marusiak J, Jaskólska A, Kamiński Ł, Kurzyński M, Wołczowski A, Jaskólski A, Kisiel-Sajewicz K. Motor imagery training of goal-directed reaching in relation to imagery of reaching and grasping in healthy people. Sci Rep 2022; 12:18610. [PMID: 36329083 PMCID: PMC9633838 DOI: 10.1038/s41598-022-21890-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 10/05/2022] [Indexed: 11/06/2022] Open
Abstract
The study aimed to determine whether four weeks of motor imagery training (MIT) of goal-directed reaching (reaching to grasp task) would affect the cortical activity during motor imagery of reaching (MIR) and grasping (MIG) in the same way. We examined cortical activity regarding event-related potentials (ERPs) in healthy young participants. Our study also evaluated the subjective vividness of the imagery. Furthermore, we aimed to determine the relationship between the subjective assessment of motor imagery (MI) ability to reach and grasp and the cortical activity during those tasks before and after training to understand the underlying neuroplasticity mechanisms. Twenty-seven volunteers participated in MIT of goal-directed reaching and two measurement sessions before and after MIT. During the sessions 128-channel electroencephalography (EEG) was recorded during MIR and MIG. Also, participants assessed the vividness of the MI tasks using a visual analog scale (VAS). The vividness of imagination improved significantly (P < .05) after MIT. A repeated measures ANOVA showed that the task (MIR/MIG) and the location of electrodes had a significant effect on the ERP's amplitude (P < .05). The interaction between the task, location, and session (before/after MIT) also had a significant effect on the ERP's amplitude (P < .05). Finally, the location of electrodes and the interaction between location and session had a significant effect on the ERP's latency (P < .05). We found that MIT influenced the EEG signal associated with reaching differently than grasping. The effect was more pronounced for MIR than for MIG. Correlation analysis showed that changes in the assessed parameters due to MIT reduced the relationship between the subjective evaluation of imagining and the EEG signal. This finding means that the subjective evaluation of imagining cannot be a simple, functional insight into the bioelectrical activity of the cerebral cortex expressed by the ERPs in mental training. The changes we noted in ERPs after MIT may benefit the use of non-invasive EEG in the brain-computer interface (BCI) context.Trial registration: NCT04048083.
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Affiliation(s)
- Joanna Mencel
- grid.8505.80000 0001 1010 5103Department of Kinesiology, Faculty of Physiotherapy, Wroclaw University of Health and Sport Sciences, Al. I. J. Paderewskiego 35, budynek P4, 51-612 Wrocław, Poland
| | - Jarosław Marusiak
- grid.8505.80000 0001 1010 5103Department of Kinesiology, Faculty of Physiotherapy, Wroclaw University of Health and Sport Sciences, Al. I. J. Paderewskiego 35, budynek P4, 51-612 Wrocław, Poland
| | - Anna Jaskólska
- grid.8505.80000 0001 1010 5103Department of Kinesiology, Faculty of Physiotherapy, Wroclaw University of Health and Sport Sciences, Al. I. J. Paderewskiego 35, budynek P4, 51-612 Wrocław, Poland
| | - Łukasz Kamiński
- grid.8505.80000 0001 1010 5103Department of Kinesiology, Faculty of Physiotherapy, Wroclaw University of Health and Sport Sciences, Al. I. J. Paderewskiego 35, budynek P4, 51-612 Wrocław, Poland
| | - Marek Kurzyński
- grid.7005.20000 0000 9805 3178Department of Field Theory, Electronic Circuits and Optoelectronics, Faculty of Electronics, Photonics and Microsystems, Wroclaw University of Science and Technology, Wroclaw, Poland
| | - Andrzej Wołczowski
- grid.7005.20000 0000 9805 3178Department of Field Theory, Electronic Circuits and Optoelectronics, Faculty of Electronics, Photonics and Microsystems, Wroclaw University of Science and Technology, Wroclaw, Poland
| | - Artur Jaskólski
- grid.8505.80000 0001 1010 5103Department of Kinesiology, Faculty of Physiotherapy, Wroclaw University of Health and Sport Sciences, Al. I. J. Paderewskiego 35, budynek P4, 51-612 Wrocław, Poland
| | - Katarzyna Kisiel-Sajewicz
- grid.8505.80000 0001 1010 5103Department of Kinesiology, Faculty of Physiotherapy, Wroclaw University of Health and Sport Sciences, Al. I. J. Paderewskiego 35, budynek P4, 51-612 Wrocław, Poland
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Jaworski W, Biecek P, Dobrakowski A, Marciniak M, Mykowiecka A, Morusiewicz A, Przetacka J, Kamiński Ł. Supporting Doctor's Decisions Based on Electronic Medical Documentation in Polish. Stud Health Technol Inform 2022; 290:1076-1077. [PMID: 35673213 DOI: 10.3233/shti220275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
We describe new functionalities that have been added to an existing and widely used software solution in Polish public healthcare. The system automatically evaluates a number of medical scores. It provides epidemiologic monitoring concerning infectious diseases; classifies a particular patient to a specific risk group; and detects anomalies. Moreover, an analysis of a prescribed drug is performed.
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Kamiński Ł, Osękowski A. Sharp Lorentz-norm estimates for BMO martingales. Stat Probab Lett 2021. [DOI: 10.1016/j.spl.2021.109068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Mencel J, Jaskólska A, Marusiak J, Kamiński Ł, Kurzyński M, Wołczowski A, Jaskólski A, Kisiel-Sajewicz K. Motor Imagery Training of Reaching-to-Grasp Movement Supplemented by a Virtual Environment in an Individual With Congenital Bilateral Transverse Upper-Limb Deficiency. Front Psychol 2021; 12:638780. [PMID: 33828507 PMCID: PMC8019807 DOI: 10.3389/fpsyg.2021.638780] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 03/03/2021] [Indexed: 11/30/2022] Open
Abstract
This study explored the effect of kinesthetic motor imagery training on reaching-to-grasp movement supplemented by a virtual environment in a patient with congenital bilateral transverse upper-limb deficiency. Based on a theoretical assumption, it is possible to conduct such training in this patient. The aim of this study was to evaluate whether cortical activity related to motor imagery of reaching and motor imagery of grasping of the right upper limb was changed by computer-aided imagery training (CAIT) in a patient who was born without upper limbs compared to a healthy control subject, as characterized by multi-channel electroencephalography (EEG) signals recorded before and 4, 8, and 12 weeks after CAIT. The main task during CAIT was to kinesthetically imagine the execution of reaching-to-grasp movements without any muscle activation, supplemented by computer visualization of movements provided by a special headset. Our experiment showed that CAIT can be conducted in the patient with higher vividness of imagery for reaching than grasping tasks. Our results confirm that CAIT can change brain activation patterns in areas related to motor planning and the execution of reaching and grasping movements, and that the effect was more pronounced in the patient than in the healthy control subject. The results show that CAIT has a different effect on the cortical activity related to the motor imagery of a reaching task than on the cortical activity related to the motor imagery of a grasping task. The change observed in the activation patterns could indicate CAIT-induced neuroplasticity, which could potentially be useful in rehabilitation or brain-computer interface purposes for such patients, especially before and after transplantation. This study was part of a registered experiment (ID: NCT04048083).
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Affiliation(s)
- Joanna Mencel
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Wrocław, Poland
| | - Anna Jaskólska
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Wrocław, Poland
| | - Jarosław Marusiak
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Wrocław, Poland
| | - Łukasz Kamiński
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Wrocław, Poland
| | - Marek Kurzyński
- Department of Systems and Computer Networks, Faculty of Electronics, Wrocław University of Science and Technology, Wrocław, Poland
| | - Andrzej Wołczowski
- Department of Fundamental Cybernetics and Robotics, Institute of Computer Engineering, Control and Robotics, Wrocław University of Science and Technology, Wrocław, Poland
| | - Artur Jaskólski
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Wrocław, Poland
| | - Katarzyna Kisiel-Sajewicz
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Wrocław, Poland
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Kisiel-Sajewicz K, Marusiak J, Rojas-Martínez M, Janecki D, Chomiak S, Kamiński Ł, Mencel J, Mañanas MÁ, Jaskólski A, Jaskólska A. High-density surface electromyography maps after computer-aided training in individual with congenital transverse deficiency: a case study. BMC Musculoskelet Disord 2020; 21:682. [PMID: 33059684 PMCID: PMC7566138 DOI: 10.1186/s12891-020-03694-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 10/01/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The aim of this study was to determine whether computer-aided training (CAT) of motor tasks would increase muscle activity and change its spatial distribution in a patient with a bilateral upper-limb congenital transverse deficiency. We believe that our study makes a significant contribution to the literature because it demonstrates the usefulness of CAT in promoting the neuromuscular adaptation in people with congenital limb deficiencies and altered body image. CASE PRESENTATION The patient with bilateral upper-limb congenital transverse deficiency and the healthy control subject performed 12 weeks of the CAT. The subject's task was to imagine reaching and grasping a book with the hand. Subjects were provided a visual animation of that movement and sensory feedback to facilitate the mental engagement to accomplish the task. High-density electromyography (HD-EMG; 64-electrode) were collected from the trapezius muscle during a shrug isometric contraction before and after 4, 8, 12 weeks of the training. After training, we observed in our patient changes in the spatial distribution of the activation, and the increased average intensity of the EMG maps and maximal force. CONCLUSIONS These results, although from only one patient, suggest that mental training supported by computer-generated visual and sensory stimuli leads to beneficial changes in muscle strength and activity. The increased muscle activation and changed spatial distribution of the EMG activity after mental training may indicate the training-induced functional plasticity of the motor activation strategy within the trapezius muscle in individual with bilateral upper-limb congenital transverse deficiency. Marked changes in spatial distribution during the submaximal contraction in the patient after training could be associated with changes of the neural drive to the muscle, which corresponds with specific (unfamiliar for patient) motor task. These findings are relevant to neuromuscular functional rehabilitation in patients with a bilateral upper-limb congenital transverse deficiency especially before and after upper limb transplantation and to development of the EMG based prostheses.
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Affiliation(s)
- Katarzyna Kisiel-Sajewicz
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Al.I.J. Paderewskiego 35, P4, 51-612, Wrocław, Poland.
| | - Jarosław Marusiak
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Al.I.J. Paderewskiego 35, P4, 51-612, Wrocław, Poland
| | - Mónica Rojas-Martínez
- Department of Bioengineering, Faculty of Engineering, Universidad El Bosque, No 131 A, Ak. 9 #131a2, Bogotá, Colombia
| | - Damian Janecki
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Al.I.J. Paderewskiego 35, P4, 51-612, Wrocław, Poland
| | - Sławomir Chomiak
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Al.I.J. Paderewskiego 35, P4, 51-612, Wrocław, Poland
| | - Łukasz Kamiński
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Al.I.J. Paderewskiego 35, P4, 51-612, Wrocław, Poland
| | - Joanna Mencel
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Al.I.J. Paderewskiego 35, P4, 51-612, Wrocław, Poland
| | - Miguel Ángel Mañanas
- Biomedical Engineering Research Centre and Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine, Universitat Politècnica de Catalunya, Avinguda Diagonal, 647, 08028, Barcelona, Spain
| | - Artur Jaskólski
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Al.I.J. Paderewskiego 35, P4, 51-612, Wrocław, Poland
| | - Anna Jaskólska
- Department of Kinesiology, Faculty of Physiotherapy, University School of Physical Education in Wrocław, Al.I.J. Paderewskiego 35, P4, 51-612, Wrocław, Poland
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