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Suglia V, Brunetti A, Pasquini G, Caputo M, Marvulli TM, Sibilano E, Della Bella S, Carrozza P, Beni C, Naso D, Monaco V, Cristella G, Bevilacqua V, Buongiorno D. A Serious Game for the Assessment of Visuomotor Adaptation Capabilities during Locomotion Tasks Employing an Embodied Avatar in Virtual Reality. SENSORS (BASEL, SWITZERLAND) 2023; 23:s23115017. [PMID: 37299744 DOI: 10.3390/s23115017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/17/2023] [Accepted: 05/22/2023] [Indexed: 06/12/2023]
Abstract
The study of visuomotor adaptation (VMA) capabilities has been encompassed in various experimental protocols aimed at investigating human motor control strategies and/or cognitive functions. VMA-oriented frameworks can have clinical applications, primarily in the investigation and assessment of neuromotor impairments caused by conditions such as Parkinson's disease or post-stroke, which affect the lives of tens of thousands of people worldwide. Therefore, they can enhance the understanding of the specific mechanisms of such neuromotor disorders, thus being a potential biomarker for recovery, with the aim of being integrated with conventional rehabilitative programs. Virtual Reality (VR) can be entailed in a framework targeting VMA since it allows the development of visual perturbations in a more customizable and realistic way. Moreover, as has been demonstrated in previous works, a serious game (SG) can further increase engagement thanks to the use of full-body embodied avatars. Most studies implementing VMA frameworks have focused on upper limb tasks and have utilized a cursor as visual feedback for the user. Hence, there is a paucity in the literature about VMA-oriented frameworks targeting locomotion tasks. In this article, the authors present the design, development, and testing of an SG-based framework that addresses VMA in a locomotion activity by controlling a full-body moving avatar in a custom VR environment. This workflow includes a set of metrics to quantitatively assess the participants' performance. Thirteen healthy children were recruited to evaluate the framework. Several quantitative comparisons and analyses were run to validate the different types of introduced visuomotor perturbations and to evaluate the ability of the proposed metrics to describe the difficulty caused by such perturbations. During the experimental sessions, it emerged that the system is safe, easy to use, and practical in a clinical setting. Despite the limited sample size, which represents the main limitation of the study and can be compensated for with future recruitment, the authors claim the potential of this framework as a useful instrument for quantitatively assessing either motor or cognitive impairments. The proposed feature-based approach gives several objective parameters as additional biomarkers that can integrate the conventional clinical scores. Future studies might investigate the relation between the proposed biomarkers and the clinical scores for specific disorders such as Parkinson's disease and cerebral palsy.
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Affiliation(s)
- Vladimiro Suglia
- Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy
| | - Antonio Brunetti
- Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy
- Apulian Bioengineering s.r.l., 70026 Modugno, Italy
| | - Guido Pasquini
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, 50143 Florence, Italy
| | - Mariapia Caputo
- Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy
| | - Tommaso Maria Marvulli
- Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy
| | - Elena Sibilano
- Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy
| | | | - Paola Carrozza
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, 50143 Florence, Italy
| | - Chiara Beni
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, 50143 Florence, Italy
| | - David Naso
- Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy
| | - Vito Monaco
- The Biorobotics Institute, Department of Excellence in Robotics and AI, Scuola Superiore Sant'Anna, 56127 Pisa, Italy
| | | | - Vitoantonio Bevilacqua
- Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy
- Apulian Bioengineering s.r.l., 70026 Modugno, Italy
| | - Domenico Buongiorno
- Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy
- Apulian Bioengineering s.r.l., 70026 Modugno, Italy
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Schmitz G. Enhanced cognitive performance after multiple adaptations to visuomotor transformations. PLoS One 2022; 17:e0274759. [PMID: 36129926 PMCID: PMC9491566 DOI: 10.1371/journal.pone.0274759] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 09/06/2022] [Indexed: 11/19/2022] Open
Abstract
Several studies reported that adaptation to a visuomotor transformation correlates with the performance in cognitive performance tests. However, it is unclear whether there is a causal relationship between sensorimotor adaptation and cognitive performance. The present study examined whether repeated adaptations to double steps and rotated feedback increase cognitive performance assessed by neuropsychological tests in a pre-post design. The participants of the intervention group adapted in 24 sessions their hand movements to visuomotor transformations with increasing size. Pre-post changes were significantly larger in the intervention group than in a control group without training. This result suggests a causal relationship between sensorimotor adaptation training and cognitive performance.
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Affiliation(s)
- Gerd Schmitz
- Institute of Sports Science, Leibniz University Hannover, Hannover, Germany
- * E-mail:
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Schmitz G, Dierking M, Guenther A. Correlations between executive functions and adaptation to incrementally increasing sensorimotor discordances. Exp Brain Res 2018; 236:3417-3426. [DOI: 10.1007/s00221-018-5388-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 10/01/2018] [Indexed: 10/28/2022]
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Schmitz G, Bergmann J, Effenberg AO, Krewer C, Hwang TH, Müller F. Movement Sonification in Stroke Rehabilitation. Front Neurol 2018; 9:389. [PMID: 29910768 PMCID: PMC5992267 DOI: 10.3389/fneur.2018.00389] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 05/14/2018] [Indexed: 11/25/2022] Open
Abstract
Stroke often affects arm functions and thus impairs patients' daily activities. Recently, several studies have shown that additional movement acoustics can enhance motor perception and motor control. Therefore, a new method has been developed that allows providing auditory feedback about arm movement trajectories in real-time for motor rehabilitation after stroke. The present article describes the study protocol for a randomized, controlled, examiner, and patient blinded superiority trial (German Clinical Trials Register, www.drks.de, DRKS00011419), in which the method will be applied to 13 subacute stroke patients with hemiparesis during 12 sessions of 30 min each as additional feedback during the regular movement therapy. As primary outcome, a significant pre-post-change in the Box and Block Test is expected that exceeds the performance increase of 13 patients who will be provided with sham-acoustics. Possible limitations of the method as well as the study design are discussed.
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Affiliation(s)
- Gerd Schmitz
- Institute of Sports Science, Leibniz University Hannover, Hannover, Germany
| | - Jeannine Bergmann
- Schön Klinik Bad Aibling, Bad Aibling, Germany.,German Center for Vertigo and Balance Disorders, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Alfred O Effenberg
- Institute of Sports Science, Leibniz University Hannover, Hannover, Germany
| | - Carmen Krewer
- Schön Klinik Bad Aibling, Bad Aibling, Germany.,Department of Sport and Health Sciences, Technical University Munich, Human Movement Science, Munich, Germany
| | - Tong-Hun Hwang
- Institute of Sports Science, Leibniz University Hannover, Hannover, Germany.,Institute of Microelectronic Systems, Leibniz University Hannover, Hannover, Germany
| | - Friedemann Müller
- Schön Klinik Bad Aibling, Bad Aibling, Germany.,German Center for Vertigo and Balance Disorders, Ludwig-Maximilians University of Munich, Munich, Germany
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