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Zhang C, Yu S. The Technology to Enhance Patient Motivation in Virtual Reality Rehabilitation: A Review. Games Health J 2024; 13:215-233. [PMID: 39159237 DOI: 10.1089/g4h.2023.0069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/21/2024] Open
Abstract
Virtual reality (VR) technology has experienced a steady rise and has been widely applied in the field of rehabilitation. The integration of VR technology in rehabilitation has shown promising results in enhancing their motivation for treatment, thereby enabling patients to actively engage in rehab training. Despite the advancement, there is a dearth of comprehensive summary and analysis on the use of VR technology to enhance patient motivation in rehabilitation. Thus, this narrative review aims to evaluate the potential of VR technology in enhancing patient motivation during motor rehabilitation training. This review commences with an explanation of how enhancing motivation through the VR rehabilitation system could improve the efficiency and effectiveness of rehabilitation training. Then, the technology was analyzed to improve patient motivation in the present VR rehabilitation system in detail. Furthermore, these technologies are classified and summarized to provide a comprehensive overview of the state-of-the-art approaches for enhancing patient motivation in VR rehabilitation. Findings showed VR rehabilitation training utilizes game-like exercises to enhance the engagement and enjoyment of rehabilitation training. By immersing patients in a simulated environment with multisensory feedback, VR systems offer a unique approach to rehabilitation that can lead to improved patient motivation. Both ultimately lead to improved patient outcomes, which is not typically achievable with traditional rehabilitation methods. The review concludes that VR rehabilitation presents an opportunity to improve patient motivation and adherence to long-term rehabilitation training. However, to further enhance patient self-efficacy, VR rehabilitation should integrate psychology and incorporate methods. Moreover, it is necessary to build a game design theory for rehabilitation games, and the latest VR feedback technology should also be introduced.
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Affiliation(s)
- Chengjie Zhang
- School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Suiran Yu
- School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China
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Hejazi-Shirmard M, Taghizadeh G, Rassafiani M, Cheraghifard M, Yousefi M, Hosseini SH, Askary Kachoosangy R, Lajevardi L. Bottom-up versus Top-down designed rehabilitation sessions in chronic stroke survivors: a pilot randomized controlled trial. Disabil Rehabil 2024:1-10. [PMID: 39078078 DOI: 10.1080/09638288.2024.2384622] [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: 08/29/2023] [Revised: 07/13/2024] [Accepted: 07/14/2024] [Indexed: 07/31/2024]
Abstract
PURPOSE The present study aimed to compare the effectiveness of Top-down and Bottom-up approaches on levels of the International Classification of Functioning, Disability and Health Framework (ICF), including impairments, activities, and participation. MATERIALS AND METHODS Thirty-nine chronic stroke survivors were recruited for this single-blinded randomized clinical trial. Participants were assigned to Top-down, Bottom-up interventions, or control group, and received a 6-week intervention. They were assessed before/after treatments and at follow-up (6 weeks later). Impairments were measured through kinematic analysis, Trail Making Tests (TMT), and Fugl-Meyer Assessment (FMA). Activity and participation were evaluated via Box and Block Test, Motor Activity Log (MAL), and Canadian Occupational Performance Measure (COPM), respectively. RESULTS We found significant improvements in impairment (FMA) and participation (COPM) in all groups, however, COPM scores improved beyond the MCID only in the Top-down, and FMA scores exceeded the MCID in Top-down and Bottom-up groups. Use of the upper limb in daily activities (MAL) enhanced in the Top-down group, although was not clinically significant. CONCLUSION In most of the outcome measures, no significant difference was observed between groups. It seems that Top-down, Bottom-up, and traditional interventions have relatively comparable effectiveness in chronic stroke survivors. TRIAL REGISTRATION IRCT20150721023277N2.
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Affiliation(s)
- Mahnaz Hejazi-Shirmard
- Department of Occupational Therapy, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ghorban Taghizadeh
- Geriatric Mental Health Research Center, Department of Occupational Therapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
- Rehabilitation Research Center, Department of Occupational Therapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Mehdi Rassafiani
- School of Allied Health, Exercise and Sports Sciences, Charles Sturt University, Australia
- Neurorehabilitation Research Center, the University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Moslem Cheraghifard
- Rehabilitation Research Center, Department of Occupational Therapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Mahin Yousefi
- Rehabilitation Research Center, Department of Occupational Therapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Seyed Hossein Hosseini
- Rehabilitation Research Center, Department of Occupational Therapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Reihaneh Askary Kachoosangy
- Department of Occupational Therapy, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Laleh Lajevardi
- Rehabilitation Research Center, Department of Occupational Therapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
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Ersoy T, Kaya P, Hocaoglu E, Unal R. I-BaR: integrated balance rehabilitation framework. Front Neurorobot 2024; 18:1401931. [PMID: 39021504 PMCID: PMC11252086 DOI: 10.3389/fnbot.2024.1401931] [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: 03/16/2024] [Accepted: 06/10/2024] [Indexed: 07/20/2024] Open
Abstract
Neurological diseases are observed in approximately 1 billion people worldwide. A further increase is foreseen at the global level as a result of population growth and aging. Individuals with neurological disorders often experience cognitive, motor, sensory, and lower extremity dysfunctions. Thus, the possibility of falling and balance problems arise due to the postural control deficiencies that occur as a result of the deterioration in the integration of multi-sensory information. We propose a novel rehabilitation framework, Integrated Balance Rehabilitation (I-BaR), to improve the effectiveness of the rehabilitation with objective assessment, individualized therapy, convenience with different disability levels and adoption of assist-as-needed paradigm and, with integrated rehabilitation process as whole, that is, ankle-foot preparation, balance, and stepping phases, respectively. Integrated Balance Rehabilitation allows patients to improve their balance ability by providing multi-modal feedback: visual via utilization of virtual reality; vestibular via anteroposterior and mediolateral perturbations with the robotic platform; proprioceptive via haptic feedback.
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Affiliation(s)
- Tugce Ersoy
- Department of Mechanical Engineering, Human-Centered Design Laboratory, Ozyegin University, Istanbul, Türkiye
| | - Pınar Kaya
- Department of Physiotherapy and Rehabilitation, Istanbul Medipol University, Istanbul, Türkiye
| | - Elif Hocaoglu
- Department of Electrical and Electronics Engineering, Living Robotics Laboratory, Istanbul Medipol University, Istanbul, Türkiye
- SABITA (Research Institute for Health Sciences and Technologies), Istanbul Medipol University, Istanbul, Türkiye
| | - Ramazan Unal
- Department of Mechanical Engineering, Human-Centered Design Laboratory, Ozyegin University, Istanbul, Türkiye
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Maggio MG, Bonanno M, Filoni S, Ciancarelli I, Quartarone A, Calabrò RS. Can non-motor outcomes be improved in chronic stroke? A systematic review on the potential role of non-invasive brain stimulation. Brain Res 2024; 1841:149093. [PMID: 38909976 DOI: 10.1016/j.brainres.2024.149093] [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: 02/23/2024] [Revised: 05/15/2024] [Accepted: 06/18/2024] [Indexed: 06/25/2024]
Abstract
BACKGROUND Non-invasive brain stimulation induces changes in spontaneous neural activity in the cerebral cortex through facilitatory or inhibitory mechanisms, relying on neuromodulation of neural excitability to impact brain plasticity. This systematic review assesses the state-of-the art and existing evidence regarding the effectiveness of NIBS in cognitive recovery among patients with chronic stroke. MATERIALS AND METHODS We conducted a systematic search, following PRISMA guidelines, for articles published from January 2010 through September 2023. We searched the following databases: PubMed, Embase, Cochrane Database of Systematic Reviews, PEDro, Rehab Data, and Web of Science. RESULTS Our electronic searches identified 109 papers. We assessed and included 61 studies based on their pertinence and relevance to the topic. After reading the full text of the selected publications and applying predefined inclusion criteria, we excluded 32 articles, leaving 28 articles for our qualitative analysis. We categorized our results into two sections as follows: (1) Cognitive and emotional domains (11 studies), (2) language and speech functions (16 studies). CONCLUSION Our findings highlight the potential of NIBS, such as tDCS and rTMS, in the cognitive, linguistic, and emotional recovery of post-stroke patients. Although it seems that NIBS may work as a complementary tool to enhance cognitive and communication abilities in patients with stroke -also in the chronic phase- evidence on behavioural outcomes is still poor. Future studies should focus on this important issue to confirm the effectiveness of neuromodulation in chronic neurological diseases. PROSPERO Registration: CRD42023458370.
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Affiliation(s)
| | - Mirjam Bonanno
- IRCCS Centro Neurolesi Bonino Pulejo, 98124, Messina, Italy.
| | - Serena Filoni
- Unit of Neuro-Rehabilitation, IRCCS "Casa Sollievo della Sofferenza", 71013 San Giovanni Rotondo, Italy
| | - Irene Ciancarelli
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy; Territorial Rehabilitation Department, ASL Avezzano-Sulmona-L'Aquila, L'Aquila, Italy.
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Maggio MG, Baglio F, Arcuri F, Borgnis F, Contrada M, Diaz MDM, Leochico CF, Neira NJ, Laratta S, Suchan B, Tonin P, Calabrò RS. Cognitive telerehabilitation: an expert consensus paper on current evidence and future perspective. Front Neurol 2024; 15:1338873. [PMID: 38426164 PMCID: PMC10902044 DOI: 10.3389/fneur.2024.1338873] [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: 11/15/2023] [Accepted: 01/16/2024] [Indexed: 03/02/2024] Open
Abstract
The progressive improvement of the living conditions and medical care of the population in industrialized countries has led to improvement in healthcare interventions, including rehabilitation. From this perspective, Telerehabilitation (TR) plays an important role. TR consists of the application of telemedicine to rehabilitation to offer remote rehabilitation services to the population unable to reach healthcare. TR integrates therapy-recovery-assistance, with continuity of treatments, aimed at neurological and psychological recovery, involving the patient in a family environment, with an active role also of the caregivers. This leads to reduced healthcare costs and improves the continuity of specialist care, as well as showing efficacy for the treatment of cognitive disorders, and leading to advantages for patients and their families, such as avoiding travel, reducing associated costs, improving the frequency, continuity, and comfort of performing the rehabilitation in its own spaces, times and arrangements. The aim of this consensus paper is to investigate the current evidence on the use and effectiveness of TR in the cognitive field, trying to also suggest some recommendations and future perspectives. To the best of our knowledge, this is the first consensus paper among multiple expert researchers that comprehensively examines TR in different neurological diseases. Our results supported the efficacy and feasibility of TR with good adherence and no adverse events among patients. Our consensus summarizes the current evidence for the application of cognitive TR in neurological populations, highlighting the potential of this tool, but also the limitations that need to be explored further.
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Affiliation(s)
| | | | - Francesco Arcuri
- S. Anna Institute and Research in Advanced Neurorehabilitation, Crotone, Italy
| | | | - Marianna Contrada
- S. Anna Institute and Research in Advanced Neurorehabilitation, Crotone, Italy
| | | | - Carl Froilan Leochico
- University of the Philippines Manila, Manila, Philippines
- St. Luke’s Medical Center, Quezon City, Philippines
| | | | - Stefania Laratta
- S. Anna Institute and Research in Advanced Neurorehabilitation, Crotone, Italy
| | - Boris Suchan
- Department of Neuropsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr-Universität Bochum, Bochum, Germany
| | - Paolo Tonin
- S. Anna Institute and Research in Advanced Neurorehabilitation, Crotone, Italy
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Cinnera AM, Bonnì S, D'Acunto A, Maiella M, Ferraresi M, Casula EP, Pezzopane V, Tramontano M, Iosa M, Paolucci S, Morone G, Vannozzi G, Koch G. Cortico-cortical stimulation and robot-assisted therapy (CCS and RAT) for upper limb recovery after stroke: study protocol for a randomised controlled trial. Trials 2023; 24:823. [PMID: 38129910 PMCID: PMC10740274 DOI: 10.1186/s13063-023-07849-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 12/01/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Since birth, during the exploration of the environment to interact with objects, we exploit both the motor and sensory components of the upper limb (UL). This ability to integrate sensory and motor information is often compromised following a stroke. However, to date, rehabilitation protocols are focused primarily on recovery of motor function through physical therapies. Therefore, we have planned a clinical trial to investigate the effect on functionality of UL after a sensorimotor transcranial stimulation (real vs sham) in add-on to robot-assisted therapy in the stroke population. METHODS A randomised double-blind controlled trial design involving 32 patients with a single chronic stroke (onset > 180 days) was planned. Each patient will undergo 15 consecutive sessions (5 days for 3 weeks) of paired associative stimulation (PAS) coupled with UL robot-assisted therapy. PAS stimulation will be administered using a bifocal transcranial magnetic stimulator (TMS) on the posterior-parietal cortex and the primary motor area (real or sham) of the lesioned hemisphere. Clinical, kinematics and neurophysiological changes will be evaluated at the end of protocol and at 1-month follow-up and compared with baseline. The Fugl-Meyer assessment scale will be the primary outcome. Secondly, kinematic variables will be recorded during the box-and-block test and reaching tasks using video analysis and inertial sensors. Single pulse TMS and electroencephalography will be used to investigate the changes in local cortical reactivity and in the interconnected areas. DISCUSSION The presented trial shall evaluate with a multimodal approach the effects of sensorimotor network stimulation applied before a robot-assisted therapy training on functional recovery of the upper extremity after stroke. The combination of neuromodulation and robot-assisted therapy can promote an increase of cortical plasticity of sensorimotor areas followed by a clinical benefit in the motor function of the upper limb. TRIAL REGISTRATION ClinicalTrials.gov NCT05478434. Registered on 28 Jul 2022.
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Affiliation(s)
- Alex Martino Cinnera
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy.
- Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Rome, Italy.
| | - Sonia Bonnì
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
| | - Alessia D'Acunto
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
| | - Michele Maiella
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
| | - Matteo Ferraresi
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
| | - Elias Paolo Casula
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
- Department of System Medicine, University of Tor Vergata, Rome, Italy
| | - Valentina Pezzopane
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
| | - Marco Tramontano
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater University of Bologna, Bologna, Italy
- Unit of Occupational Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Marco Iosa
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
- Department of Psychology, Sapienza University of Rome, 00185, Rome, Italy
| | - Stefano Paolucci
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
| | - Giovanni Morone
- Department of Life, Health and Environmental Sciences, University of L'Aquila, 67100, L'Aquila, Italy
| | - Giuseppe Vannozzi
- Scientific Institute for Research, Hospitalization and Health Care IRCCS Santa Lucia Foundation, Rome, Italy
- Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Rome, Italy
| | - Giacomo Koch
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
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Iosa M, Paolucci S, Morone G. The Future of Neurorehabilitation: Putting the Brain and Body Together Again. Brain Sci 2023; 13:1617. [PMID: 38137065 PMCID: PMC10741960 DOI: 10.3390/brainsci13121617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 10/11/2023] [Indexed: 12/24/2023] Open
Abstract
The neurorehabilitation of cerebrovascular diseases is a challenging scientific topic that has rapidly grown in recent decades [...].
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Affiliation(s)
- Marco Iosa
- Department of Psychology, Sapienza University of Rome, 00185 Rome, Italy
- Santa Lucia Foundation, Scientific Institute for Research, Hospitalization and Health Care (IRCCS), 00179 Rome, Italy;
| | - Stefano Paolucci
- Santa Lucia Foundation, Scientific Institute for Research, Hospitalization and Health Care (IRCCS), 00179 Rome, Italy;
| | - Giovanni Morone
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy;
- San Raffaele Institute of Sulmona, Viale dell’Agricoltura, 67039 Sulmona, Italy
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Maggio MG, De Bartolo D, Calabrò RS, Ciancarelli I, Cerasa A, Tonin P, Di Iulio F, Paolucci S, Antonucci G, Morone G, Iosa M. Computer-assisted cognitive rehabilitation in neurological patients: state-of-art and future perspectives. Front Neurol 2023; 14:1255319. [PMID: 37854065 PMCID: PMC10580980 DOI: 10.3389/fneur.2023.1255319] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 08/31/2023] [Indexed: 10/20/2023] Open
Abstract
Background and aim Advances in computing technology enabled researchers and clinicians to exploit technological devices for cognitive training and rehabilitation interventions. This expert review aims to describe the available software and device used for cognitive training or rehabilitation interventions of patients with neurological disorders. Methods A scoping review was carried out to analyze commercial devices/software for computerized cognitive training (CCT) in terms of feasibility and efficacy in both clinical and home settings. Several cognitive domains responding to the different patients' needs are covered. Results This review showed that cognitive training for patients with neurological diseases is largely covered by several devices that are widely used and validated in the hospital setting but with few translations to remote/home applications. It has been demonstrated that technology and software-based devices are potential and valuable tools to administer remotely cognitive rehabilitation with accessible costs. Conclusion According to our results, CCT entails the possibility to continue cognitive training also in different settings, such as home, which is a significant breakthrough for the improvement of community care. Other possible areas of use should be the increase in the amount of cognitive therapy in the free time during the hospital stay.
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Affiliation(s)
| | - Daniela De Bartolo
- Department of Human Movement Sciences, Faculty of Behavioral and Movement Sciences, Amsterdam Movement Sciences & Institute for Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- IRCCS Santa Lucia Foundation, Rome, Italy
| | | | - Irene Ciancarelli
- Department of Life, Health and Environmental Sciences, University of L’Aquila, L’Aquila, Italy
| | - Antonio Cerasa
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy, Messina, Italy
- S’Anna Institute, Crotone, Italy
- Pharmaco Technology Documentation and Transfer Unit, Preclinical and Translational Pharmacology, Department of Pharmacy, Health Science and Nutrition, University of Calabria, Rende, Italy
| | | | | | | | | | - Giovanni Morone
- Department of Life, Health and Environmental Sciences, University of L’Aquila, L’Aquila, Italy
- San Raffaele Institute of Sulmona, Sulmona, Italy
| | - Marco Iosa
- IRCCS Santa Lucia Foundation, Rome, Italy
- Department of Psychology, Sapienza University of Rome, Rome, Italy
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Gandolfi M, Mazzoleni S, Morone G, Iosa M, Galletti F, Smania N. The role of feedback in the robotic-assisted upper limb rehabilitation in people with multiple sclerosis: a systematic review. Expert Rev Med Devices 2023; 20:35-44. [PMID: 36649574 DOI: 10.1080/17434440.2023.2169129] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Accepted: 01/10/2023] [Indexed: 01/18/2023]
Abstract
INTRODUCTION Robotic-assisted upper limb rehabilitation might improve upper limb recovery in people with multiple sclerosis (PwMS) with moderate-to-severe disability. In the few existing studies, the training effects have been related to the type of intervention, if intensive, repetitive, or task-oriented training might promote neuroplasticity and recovery. Notably, most of these devices operate within a serious game context providing different feedback. Since feedback is a key component of motor control and thus involved in motor and cognitive rehabilitation, clinicians cannot desist from considering the potential contribution of feedback in the upper limb robot-assisted rehabilitation effects. AREA COVERED In this systematic review, we reported the rehabilitation protocols used in the robot-assisted upper limb training in PwMS to provide state-of-the-art on the role of feedback in robotic-assisted Upper Limb rehabilitation. PubMed, the Cochrane Library, and the Physiotherapy Evidence Database databases were systematically searched from inception to March 2022. After a literature search, the classification systems for feedback and the serious game were applied. EXPERT OPINION There is a need for sharing standard definitions and components of feedback and serious game in technologically assisted upper limb rehabilitation. Indeed, improving these aspects might further improve the effectiveness of such training in the management of PwMS.
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Affiliation(s)
- Marialuisa Gandolfi
- Department of Neurosciences, Biomedicine and Movement Sciences, Neuromotor and Cognitive Rehabilitation Research Centre (CRRNC), University of Verona, 37134 Verona, Italy
| | - Stefano Mazzoleni
- Department of Electrical and Information Engineering, Politecnico di Bari, Italy
- The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Giovanni Morone
- Department of Life, Health and Environmental Sciences, University of L'Aquila, 67100 L'Aquila, Italy
- San Raffaele Institute of Sulmona, Sulmona (AQ), Italy
| | - Marco Iosa
- Department of Psychology, University Sapienza of Rome, Italy
- Smart Lab, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Filippo Galletti
- Master in Riabilitazione Neurologica, University of Verona, Italy
- Fondazione IRCCS San Gerardo dei Tintori, Riabilitazione Specialistica, 20900, Monza, Italy
| | - Nicola Smania
- Department of Neurosciences, Biomedicine and Movement Sciences, Neuromotor and Cognitive Rehabilitation Research Centre (CRRNC), University of Verona, 37134 Verona, Italy
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Naro A, Calabrò RS. Improving Upper Limb and Gait Rehabilitation Outcomes in Post-Stroke Patients: A Scoping Review on the Additional Effects of Non-Invasive Brain Stimulation When Combined with Robot-Aided Rehabilitation. Brain Sci 2022; 12:1511. [PMID: 36358437 PMCID: PMC9688385 DOI: 10.3390/brainsci12111511] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 11/03/2022] [Accepted: 11/04/2022] [Indexed: 07/03/2024] Open
Abstract
Robot-aided rehabilitation (RAR) and non-invasive brain stimulation (NIBS) are the two main interventions for post-stroke rehabilitation. The efficacy of both approaches in combination has not been well established yet. The importance of coupling these interventions, which both enhance brain plasticity to promote recovery, lies in augmenting the rehabilitation potential to constrain the limitation in daily living activities and the quality of life following stroke. This review aimed to evaluate the evidence of NIBS coupled with RAR in improving rehabilitation outcomes of upper limb and gait motor impairment in adult individuals with stroke. We included 18 clinical trials in this review. All studies were highly heterogeneous concerning the technical characteristics of robotic devices and NIBS protocols. However, the studies reported a global improvement in body structure and function and activity limitation for the upper limb, which were non-significant between the active and control groups. Concerning gait training protocols, the active group outperformed the control group in improving walking capacity and recovery. According to this review, NIBS and RAR in combination are promising but not yet largely recommendable as a systematic approach for stroke rehabilitation as there is not enough data about this. Therefore, more homogenous clinical trials are required, pointing out the best characteristics of the combined therapeutic protocols.
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Affiliation(s)
- Antonino Naro
- Stroke Unit, AOU Policlinico G. Martino, 98122 Messina, Italy
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11
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Pinheiro C, Figueiredo J, Cerqueira J, Santos CP. Robotic Biofeedback for Post-Stroke Gait Rehabilitation: A Scoping Review. SENSORS (BASEL, SWITZERLAND) 2022; 22:s22197197. [PMID: 36236303 PMCID: PMC9573595 DOI: 10.3390/s22197197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/14/2022] [Accepted: 09/20/2022] [Indexed: 05/09/2023]
Abstract
This review aims to recommend directions for future research on robotic biofeedback towards prompt post-stroke gait rehabilitation by investigating the technical and clinical specifications of biofeedback systems (BSs), including the complementary use with assistive devices and/or physiotherapist-oriented cues. A literature search was conducted from January 2019 to September 2022 on Cochrane, Embase, PubMed, PEDro, Scopus, and Web of Science databases. Data regarding technical (sensors, biofeedback parameters, actuators, control strategies, assistive devices, physiotherapist-oriented cues) and clinical (participants' characteristics, protocols, outcome measures, BSs' effects) specifications of BSs were extracted from the relevant studies. A total of 31 studies were reviewed, which included 660 stroke survivors. Most studies reported visual biofeedback driven according to the comparison between real-time kinetic or spatiotemporal data from wearable sensors and a threshold. Most studies achieved statistically significant improvements on sensor-based and clinical outcomes between at least two evaluation time points. Future research should study the effectiveness of using multiple wearable sensors and actuators to provide personalized biofeedback to users with multiple sensorimotor deficits. There is space to explore BSs complementing different assistive devices and physiotherapist-oriented cues according to their needs. There is a lack of randomized-controlled studies to explore post-stroke stage, mental and sensory effects of BSs.
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Affiliation(s)
- Cristiana Pinheiro
- Center for MicroElectroMechanical Systems (CMEMS), University of Minho, 4800-058 Guimarães, Portugal
- LABBELS-Associate Laboratory, University of Minho, 4800-058 Guimarães, Portugal
| | - Joana Figueiredo
- Center for MicroElectroMechanical Systems (CMEMS), University of Minho, 4800-058 Guimarães, Portugal
- LABBELS-Associate Laboratory, University of Minho, 4800-058 Guimarães, Portugal
| | - João Cerqueira
- Life and Health Sciences Research Institute (ICVS), University of Minho, 4710-057 Braga, Portugal
- Clinical Academic Center (2CA-Braga), Hospital of Braga, 4710-243 Braga, Portugal
| | - Cristina P. Santos
- Center for MicroElectroMechanical Systems (CMEMS), University of Minho, 4800-058 Guimarães, Portugal
- LABBELS-Associate Laboratory, University of Minho, 4800-058 Guimarães, Portugal
- Clinical Academic Center (2CA-Braga), Hospital of Braga, 4710-243 Braga, Portugal
- Correspondence:
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Does Non-Immersive Virtual Reality Improve Attention Processes in Severe Traumatic Brain Injury? Encouraging Data from a Pilot Study. Brain Sci 2022; 12:brainsci12091211. [PMID: 36138947 PMCID: PMC9496665 DOI: 10.3390/brainsci12091211] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/11/2022] [Accepted: 09/06/2022] [Indexed: 11/17/2022] Open
Abstract
Traumatic brain injury (TBI) is a sudden injury that causes damage to the brain. Rehabilitation therapies include specific training, such as attention process training (APT) programs using either standard or innovative approaches. The aim of this study is to evaluate the effects of a non-immersive virtual reality-based attention training to stimulate attention processes and mood in TBI patients. Thirty subjects with TBI were enrolled at the Neurorehabilitation Unit of the IRCCS Neurolesi Center and divided into either the Conventional Attention Process Training Group (C_APT: n = 15) or the Virtual-Based Attention Processes Training Group (VB_APT: n = 15), treated with the Virtual Reality Rehabilitation System (VRRS-Evo). All of the patients were evaluated with a specific psychometric battery before (T0) and after the end (T1) of each program. We found statistically significant differences between the two groups, in particular concerning global cognitive status (p < 0.02), attention processes (p < 0.03), depression symptoms (p < 0.04) and visual attention (p < 0.01). Experimental intragroup analysis showed great statistical significances in all psychometric tests, i.e., the Montreal Cognitive Assessment (p < 0.0006), Attention Matrices (p < 0.0007), the Hamilton Rating Scale-Depression (p < 0.004), the Trail Making Test-A (p < 0.0007), the Trail Making Test-B (p < 0.0007), and the Trail Making test-BA (p < 0.007). Our results suggest that non-immersive virtual reality may be a useful and effective approach for the attention processes recovery and mood of TBI patients, leading to better cognitive and behavioral outcomes.
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Nikolaev VA, Safonicheva OG, Nikolaev AA. Telerehabilitation of Post-Stroke Patients with Motor Function Disorders: A Review. ADVANCES IN GERONTOLOGY 2022. [PMCID: PMC9464491 DOI: 10.1134/s2079057022030109] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Stroke is the main reason for disabilities of increasing geriatric population. It affects brain and motor function domains significantly reducing the life quality. Recent coronavirus pandemic raised a question on changing approaches to deliver post-stroke rehabilitation services to geriatric patients due to their high risk of serious illness. This paper presents an overview of current telerehabilitation approaches for motor function recovery and balance training of post-stroke patients. We used papers from peer-reviewed medical journals on stroke telerehabilitation. The review showed exergames, virtual reality (VR), web-platforms, and applications are extensively used in rehabilitation programs to gain clinical outcomes among geriatric stroke patients. Findings indicate telerehabilitation improves older patients’ functional ability via systematic training, positively affecting their life quality. The treatment therapy of older adults using telerehabilitation can be organized synchronously and asynchronously in home-based environment or in-clinic conditions. Telerehabilitation can be used as complementary therapy or as an alternative to conventional treatment. However, further research is required to test a variety of telerehabilitation systems using larger samples of post-stroke geriatric patients.
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Affiliation(s)
- V. A. Nikolaev
- Pirogov Russian National Research Medical University, 117997 Moscow, Russia
- Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - O. G. Safonicheva
- Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - A. A. Nikolaev
- National University of Science and Technology “MISiS”, 119049 Moscow, Russia
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14
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Nikolaev VA, Nikolaev AA. Recent trends in telerehabilitation of stroke patients: A narrative review. NeuroRehabilitation 2022; 51:1-22. [DOI: 10.3233/nre-210330] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND: Stroke is the main reason for disabilities worldwide leading to motor dysfunction, spatial neglect and cognitive problems, aphasia, and other speech-language pathologies, reducing the life quality. To overcome disabilities, telerehabilitation (TR) has been recently introduced. OBJECTIVE: The aim of this review was to analyze current TR approaches for stroke patients’ recovery. METHODS: We searched 6 online databases from January 2018 to October 2021, and included 70 research and review papers in the review. We analyzed TR of 995 individuals, which was delivered synchronously and asynchronously. RESULTS: Findings show TR is feasible improving motor function, cognition, speech, and language communication among stroke patients. However, the dose of TR sessions varied significantly. We identified the following limitations: lack of equipment, software, and space for home-based exercises, insufficient internet capacity and speed, unavailability to provide hands on guidance, low digital proficiency and education, high cognitive demand, small samples, data heterogeneity, and no economic evaluation. CONCLUSIONS: The review shows TR is superior or similar to conventional rehabilitation in clinical outcomes and is used as complementary therapy or as alternative treatments. More importantly, TR provides access to rehabilitation services of a large number of patients with immobility, living in remote areas, and during COVID-19 pandemic or similar events.
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Affiliation(s)
- Vitaly A. Nikolaev
- Pirogov Russian National Research Medical University (Pirogov Medical University), Moscow, Russia
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
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Chieffo DPR, Lino F, Arcangeli V, Moriconi F, Frassanito P, Massimi L, Tamburrini G. Posterior Fossa Tumor Rehabilitation: An Up-to-Date Overview. CHILDREN (BASEL, SWITZERLAND) 2022; 9:904. [PMID: 35740841 PMCID: PMC9221689 DOI: 10.3390/children9060904] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 05/27/2022] [Accepted: 06/10/2022] [Indexed: 12/03/2022]
Abstract
This narrative review highlights the latest achievements in the field of post-surgical rehabilitation of posterior fossa tumors. Studies investigating the effects of cognitive rehabilitation programs have been considered, following a comprehensive literature search in the scientific electronic databases: Pubmed, Scopus, Plos One, and ScienceDirect. This review investigates the effects of cognitive remediation, with specific highlights for single cognitive domains. The results revealed that in spite of the increasing number of children who survive into adulthood, very few studies investigated the effects of rehabilitation programs in this specific population. This study details new, promising therapeutic opportunities for children after brain surgery. More research in this filed is needed to identify the most effective protocols for clinical use.
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Affiliation(s)
- Daniela Pia Rosaria Chieffo
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (F.L.); (V.A.); (F.M.)
- Department Women Children and Public Health, Catholic University of Sacred Heart, 00168 Rome, Italy
| | - Federica Lino
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (F.L.); (V.A.); (F.M.)
| | - Valentina Arcangeli
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (F.L.); (V.A.); (F.M.)
| | - Federica Moriconi
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (F.L.); (V.A.); (F.M.)
| | - Paolo Frassanito
- Pediatric Neurosurgery Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (P.F.); (L.M.); (G.T.)
| | - Luca Massimi
- Pediatric Neurosurgery Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (P.F.); (L.M.); (G.T.)
- Department Ageing, Neurosciences Head Neck and Orthopedics Sciences, Catholic University of Sacred Heart, 00168 Rome, Italy
| | - Gianpiero Tamburrini
- Pediatric Neurosurgery Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (P.F.); (L.M.); (G.T.)
- Department Ageing, Neurosciences Head Neck and Orthopedics Sciences, Catholic University of Sacred Heart, 00168 Rome, Italy
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Tamburella F, Lorusso M, Tramontano M, Fadlun S, Masciullo M, Scivoletto G. Overground robotic training effects on walking and secondary health conditions in individuals with spinal cord injury: systematic review. J Neuroeng Rehabil 2022; 19:27. [PMID: 35292044 PMCID: PMC8922901 DOI: 10.1186/s12984-022-01003-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 02/14/2022] [Indexed: 12/12/2022] Open
Abstract
Overground powered lower limb exoskeletons (EXOs) have proven to be valid devices in gait rehabilitation in individuals with spinal cord injury (SCI). Although several articles have reported the effects of EXOs in these individuals, the few reviews available focused on specific domains, mainly walking. The aim of this systematic review is to provide a general overview of the effects of commercial EXOs (i.e. not EXOs used in military and industry applications) for medical purposes in individuals with SCI. This systematic review was conducted following the PRISMA guidelines and it referred to MED-LINE, EMBASE, SCOPUS, Web of Science and Cochrane library databases. The studies included were Randomized Clinical Trials (RCTs) and non-RCT based on EXOs intervention on individuals with SCI. Out of 1296 studies screened, 41 met inclusion criteria. Among all the EXO studies, the Ekso device was the most discussed, followed by ReWalk, Indego, HAL and Rex devices. Since 14 different domains were considered, the outcome measures were heterogeneous. The most investigated domain was walking, followed by cardiorespiratory/metabolic responses, spasticity, balance, quality of life, human–robot interaction, robot data, bowel functionality, strength, daily living activity, neurophysiology, sensory function, bladder functionality and body composition/bone density domains. There were no reports of negative effects due to EXOs trainings and most of the significant positive effects were noted in the walking domain for Ekso, ReWalk, HAL and Indego devices. Ekso studies reported significant effects due to training in almost all domains, while this was not the case with the Rex device. Not a single study carried out on sensory functions or bladder functionality reached significance for any EXO. It is not possible to draw general conclusions about the effects of EXOs usage due to the lack of high-quality studies as addressed by the Downs and Black tool, the heterogeneity of the outcome measures, of the protocols and of the SCI epidemiological/neurological features. However, the strengths and weaknesses of EXOs are starting to be defined, even considering the different types of adverse events that EXO training brought about. EXO training showed to bring significant improvements over time, but whether its effectiveness is greater or less than conventional therapy or other treatments is still mostly unknown. High-quality RCTs are necessary to better define the pros and cons of the EXOs available today. Studies of this kind could help clinicians to better choose the appropriate training for individuals with SCI.
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Affiliation(s)
- Federica Tamburella
- I.R.C.C.S. Santa Lucia Foundation (FSL), Via Ardeatina, 306, 00179, Rome, Italy.
| | - Matteo Lorusso
- I.R.C.C.S. Santa Lucia Foundation (FSL), Via Ardeatina, 306, 00179, Rome, Italy
| | - Marco Tramontano
- I.R.C.C.S. Santa Lucia Foundation (FSL), Via Ardeatina, 306, 00179, Rome, Italy
| | - Silvia Fadlun
- I.R.C.C.S. Santa Lucia Foundation (FSL), Via Ardeatina, 306, 00179, Rome, Italy
| | - Marcella Masciullo
- I.R.C.C.S. Santa Lucia Foundation (FSL), Via Ardeatina, 306, 00179, Rome, Italy
| | - Giorgio Scivoletto
- I.R.C.C.S. Santa Lucia Foundation (FSL), Via Ardeatina, 306, 00179, Rome, Italy
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Naro A, Pignolo L, Calabrò RS. Brain Network Organization Following Post-Stroke Neurorehabilitation. Int J Neural Syst 2022; 32:2250009. [PMID: 35139774 DOI: 10.1142/s0129065722500095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Brain network analysis can offer useful information to guide the rehabilitation of post-stroke patients. We applied functional network connection models based on multiplex-multilayer network analysis (MMN) to explore functional network connectivity changes induced by robot-aided gait training (RAGT) using the Ekso, a wearable exoskeleton, and compared it to conventional overground gait training (COGT) in chronic stroke patients. We extracted the coreness of individual nodes at multiple locations in the brain from EEG recordings obtained before and after gait training in a resting state. We found that patients provided with RAGT achieved a greater motor function recovery than those receiving COGT. This difference in clinical outcome was paralleled by greater changes in connectivity patterns among different brain areas central to motor programming and execution, as well as a recruitment of other areas beyond the sensorimotor cortices and at multiple frequency ranges, contemporarily. The magnitude of these changes correlated with motor function recovery chances. Our data suggest that the use of RAGT as an add-on treatment to COGT may provide post-stroke patients with a greater modification of the functional brain network impairment following a stroke. This might have potential clinical implications if confirmed in large clinical trials.
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Affiliation(s)
- Antonino Naro
- IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy. Via Palermo, SS 113, Ctr. Casazza, 98124, Messina, Italy
| | - Loris Pignolo
- Sant'Anna Institute, Via Siris, 11, 88900 Crotone, Italy
| | - Rocco Salvatore Calabrò
- IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy. Via Palermo, SS 113, Ctr. Casazza, 98124, Messina, Italy
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18
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Iosa M, Verrelli CM, Gentile AE, Ruggieri M, Polizzi A. Gaming Technology for Pediatric Neurorehabilitation: A Systematic Review. Front Pediatr 2022; 10:775356. [PMID: 35155305 PMCID: PMC8832052 DOI: 10.3389/fped.2022.775356] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 01/05/2022] [Indexed: 12/16/2022] Open
Abstract
INTRODUCTION The emergence of gaming technologies, such as videogames and virtual reality, provides a wide variety of possibilities in intensively and enjoyably performing rehabilitation for children with neurological disorders. Solid evidence-based results are however required to promote the use of different gaming technologies in pediatric neurorehabilitation, while simultaneously exploring new related directions concerning neuro-monitoring and rehabilitation in familiar settings. AIM OF THE STUDY AND METHODS In order to analyze the state of the art regarding the available gaming technologies for pediatric neurorehabilitation, Scopus and Pubmed Databases have been searched by following: PRISMA statements, PICOs classification, and PEDro scoring. RESULTS 43 studies have been collected and classified as follows: 11 feasibility studies; six studies proposing home-system solutions; nine studies presenting gamified robotic devices; nine longitudinal intervention trials; and eight reviews. Most of them rely on feasibility or pilot trials characterized by small sample sizes and short durations; different methodologies, outcome assessments and terminologies are involved; the explored spectrum of neurological conditions turns out to be scanty, mainly including the most common and wider debilitating groups of conditions in pediatric neurology: cerebral palsy, brain injuries and autism. CONCLUSION Even though it highlights reduced possibilities of drawing evidence-based conclusions due to the above outlined biases, this systematic review raises awareness among pediatricians and other health professionals about gaming technologies. Such a review also points out a definite need of rigorous studies that clearly refer to the underlying neuroscientific principles.
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Affiliation(s)
- Marco Iosa
- Department of Psychology, Sapienza University of Rome, Rome, Italy.,Scientific Institute for Research, Hospitalization and Healthcare (IRCCS) Santa Lucia Foundation, Rome, Italy
| | | | - Amalia Egle Gentile
- National Centre for Rare Diseases, Istituto Superiore di Sanità, Rome, Italy
| | - Martino Ruggieri
- Unit of Rare Diseases of the Nervous System in Childhood, Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Agata Polizzi
- Department of Educational Science, Chair of Pediatrics, University of Catania, Catania, Italy
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Carrere LC, Taborda M, Ballario C, Tabernig C. Effects of brain-computer interface with functional electrical stimulation for gait rehabilitation in multiple sclerosis patients: preliminary findings in gait speed and event-related desynchronization onset latency. J Neural Eng 2021; 18. [PMID: 34781272 DOI: 10.1088/1741-2552/ac39b8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 11/15/2021] [Indexed: 11/12/2022]
Abstract
Objective.Brain-computer Interfaces (BCI) with functional electrical stimulation (FES) as a feedback device might promote neuroplasticity and hence improve motor function. Novel findings suggested that neuroplasticity could be possible in people with multiple sclerosis (pwMS). This preliminary study explores the effects of using a BCI-FES in therapeutic intervention, as an emerging methodology for gait rehabilitation in pwMS.Approach.People with relapsing-remitting, primary progressive or secondary progressive MS were evaluated with the inclusion criteria to enroll the nine participants required by the statistically computed sample size. Each patient trained with a BCI-FES during 24 sessions distributed in eight weeks. The effects were evaluated on gait speed (Timed 25 Foot Walk), walking ability (12-item Multiple Sclerosis Walking Scale), quality of life measures, the true positive rate as the BCI-FES performance metric and the event-related desynchronization (ERD) onset latency of the sensorimotor rhythms.Main results.Seven patients completed the therapeutic intervention. A statistically and clinically significant post-treatment improvement was observed in gait speed, as a result of a reduction in the time to walk 25 feet (-1.99 s,p= 0.018), and walking ability (-31.25 score points,p= 0.028). The true positive rate showed a statistically significant improvement (+15.87 score points,p= 0.018). An earlier ERD onset latency (-180 ms) after treatment was found.Significance.This is the first study that explored gait rehabilitation using BCI-FES in pwMS. The results showed improvement in gait which might have been promoted by changes in functional brain connections involved in sensorimotor rhythm modulation. Although more studies with a larger sample size and control group are required to validate the efficacy of this approach, these results suggest that BCI-FES technology could have a positive effect on MS gait rehabilitation.
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Affiliation(s)
- L Carolina Carrere
- Rehabilitation Engineering and Neuromuscular and Sensory Research Laboratory, Faculty of Engineering, National University of Entre Ríos, Oro Verde, Entre Ríos, Argentina
| | - Melisa Taborda
- Fundación Rosarina de Neurorehabilitación, Rosario. Santa Fe, Argentina
| | - Carlos Ballario
- Fundación Rosarina de Neurorehabilitación, Rosario. Santa Fe, Argentina.,Instituto Neuro Rosario, Rosario. Santa Fe, Argentina
| | - Carolina Tabernig
- Rehabilitation Engineering and Neuromuscular and Sensory Research Laboratory, Faculty of Engineering, National University of Entre Ríos, Oro Verde, Entre Ríos, Argentina
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20
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Park C, Oh-Park M, Bialek A, Friel K, Edwards D, You JSH. Abnormal synergistic gait mitigation in acute stroke using an innovative ankle-knee-hip interlimb humanoid robot: a preliminary randomized controlled trial. Sci Rep 2021; 11:22823. [PMID: 34819515 PMCID: PMC8613200 DOI: 10.1038/s41598-021-01959-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 11/03/2021] [Indexed: 12/13/2022] Open
Abstract
Abnormal spasticity and associated synergistic patterns are the most common neuromuscular impairments affecting ankle–knee–hip interlimb coordinated gait kinematics and kinetics in patients with hemiparetic stroke. Although patients with hemiparetic stroke undergo various treatments to improve gait and movement, it remains unknown how spasticity and associated synergistic patterns change after robot-assisted and conventional treatment. We developed an innovative ankle–knee–hip interlimb coordinated humanoid robot (ICT) to mitigate abnormal spasticity and synergistic patterns. The objective of the preliminary clinical trial was to compare the effects of ICT combined with conventional physical therapy (ICT-C) and conventional physical therapy and gait training (CPT-G) on abnormal spasticity and synergistic gait patterns in 20 patients with acute hemiparesis. We performed secondary analyses aimed at elucidating the biomechanical effects of Walkbot ICT on kinematic (spatiotemporal parameters and angles) and kinetic (active force, resistive force, and stiffness) gait parameters before and after ICT in the ICT-C group. The intervention for this group comprised 60-min conventional physical therapy plus 30-min robot-assisted training, 7 days/week, for 2 weeks. Significant biomechanical effects in knee joint kinematics; hip, knee, and ankle active forces; hip, knee, and ankle resistive forces; and hip, knee, and ankle stiffness were associated with ICT-C. Our novel findings provide promising evidence for conventional therapy supplemented by robot-assisted therapy for abnormal spasticity, synergistic, and altered biomechanical gait impairments in patients in the acute post-stroke recovery phase. Trial Registration: Clinical Trials.gov identifier NCT03554642 (14/01/2020).
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Affiliation(s)
- Chanhee Park
- Sports Movement Artificial-Intelligence Robotics Technology (SMART) Institute, Department of Physical Therapy, Yonsei University, 1 Yonseidae-gil, Wonju, Gangwon-do, 26493, Republic of Korea.,Department of Physical Therapy, Yonsei University, Wonju, Republic of Korea
| | - Mooyeon Oh-Park
- Burke Rehabilitation Hospital, White Plains, NY, USA.,Albert Einstein College of Medicine, Montefiore Health System, White Plains, NY, USA
| | - Amy Bialek
- Burke Neurological Institute, White Plains, NY, USA
| | | | - Dylan Edwards
- Moss Rehabilitation, Elkins Park, PA, USA.,Edith Cowan University, Joondalup, Australia
| | - Joshua Sung H You
- Sports Movement Artificial-Intelligence Robotics Technology (SMART) Institute, Department of Physical Therapy, Yonsei University, 1 Yonseidae-gil, Wonju, Gangwon-do, 26493, Republic of Korea. .,Department of Physical Therapy, Yonsei University, Wonju, Republic of Korea.
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Picerno P, Iosa M, D'Souza C, Benedetti MG, Paolucci S, Morone G. Wearable inertial sensors for human movement analysis: a five-year update. Expert Rev Med Devices 2021; 18:79-94. [PMID: 34601995 DOI: 10.1080/17434440.2021.1988849] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
INTRODUCTION The aim of the present review is to track the evolution of wearable IMUs from their use in supervised laboratory- and ambulatory-based settings to their application for long-term monitoring of human movement in unsupervised naturalistic settings. AREAS COVERED Four main emerging areas of application were identified and synthesized, namely, mobile health solutions (specifically, for the assessment of frailty, risk of falls, chronic neurological diseases, and for the monitoring and promotion of active living), occupational ergonomics, rehabilitation and telerehabilitation, and cognitive assessment. Findings from recent scientific literature in each of these areas was synthesized from an applied and/or clinical perspective with the purpose of providing clinical researchers and practitioners with practical guidance on contemporary uses of inertial sensors in applied clinical settings. EXPERT OPINION IMU-based wearable devices have undergone a rapid transition from use in laboratory-based clinical practice to unsupervised, applied settings. Successful use of wearable inertial sensing for assessing mobility, motor performance and movement disorders in applied settings will rely also on machine learning algorithms for managing the vast amounts of data generated by these sensors for extracting information that is both clinically relevant and interpretable by practitioners.
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Affiliation(s)
- Pietro Picerno
- SMART Engineering Solutions & Technologies (SMARTEST) Research Center, Università Telematica "Ecampus", Novedrate, Comune, Italy
| | - Marco Iosa
- Department of Psychology, Sapienza University, Rome, Italy.,Irrcs Santa Lucia Foundation, Rome, Italy
| | - Clive D'Souza
- Center for Ergonomics, Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, Michigan, USA.,Department of Rehabilitation Science and Technology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Maria Grazia Benedetti
- Physical Medicine and Rehabilitation Unit, IRCCS-Istituto Ortopedico Rizzoli, Bologna, Italy
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Colamarino E, de Seta V, Masciullo M, Cincotti F, Mattia D, Pichiorri F, Toppi J. Corticomuscular and Intermuscular Coupling in Simple Hand Movements to Enable a Hybrid Brain-Computer Interface. Int J Neural Syst 2021; 31:2150052. [PMID: 34590990 DOI: 10.1142/s0129065721500520] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Hybrid Brain-Computer Interfaces (BCIs) for upper limb rehabilitation after stroke should enable the reinforcement of "more normal" brain and muscular activity. Here, we propose the combination of corticomuscular coherence (CMC) and intermuscular coherence (IMC) as control features for a novel hybrid BCI for rehabilitation purposes. Multiple electroencephalographic (EEG) signals and surface electromyography (EMG) from 5 muscles per side were collected in 20 healthy participants performing finger extension (Ext) and grasping (Grasp) with both dominant and non-dominant hand. Grand average of CMC and IMC patterns showed a bilateral sensorimotor area as well as multiple muscles involvement. CMC and IMC values were used as features to classify each task versus rest and Ext versus Grasp. We demonstrated that a combination of CMC and IMC features allows for classification of both movements versus rest with better performance (Area Under the receiver operating characteristic Curve, AUC) for the Ext movement (0.97) with respect to Grasp (0.88). Classification of Ext versus Grasp also showed high performances (0.99). All in all, these preliminary findings indicate that the combination of CMC and IMC could provide for a comprehensive framework for simple hand movements to eventually be employed in a hybrid BCI system for post-stroke rehabilitation.
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Affiliation(s)
- Emma Colamarino
- Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto 25, Rome 00185, Italy.,Fondazione Santa Lucia IRCCS, Via Ardeatina 306-354, Rome 00179, Italy
| | - Valeria de Seta
- Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto 25, Rome 00185, Italy.,Fondazione Santa Lucia IRCCS, Via Ardeatina 306-354, Rome 00179, Italy
| | | | - Febo Cincotti
- Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto 25, Rome 00185, Italy.,Fondazione Santa Lucia IRCCS, Via Ardeatina 306-354, Rome 00179, Italy
| | - Donatella Mattia
- Fondazione Santa Lucia IRCCS, Via Ardeatina 306-354, Rome 00179, Italy
| | | | - Jlenia Toppi
- Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto 25, Rome 00185, Italy.,Fondazione Santa Lucia IRCCS, Via Ardeatina 306-354, Rome 00179, Italy
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23
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Gandolfi M, Valè N, Posteraro F, Morone G, Dell'orco A, Botticelli A, Dimitrova E, Gervasoni E, Goffredo M, Zenzeri J, Antonini A, Daniele C, Benanti P, Boldrini P, Bonaiuti D, Castelli E, Draicchio F, Falabella V, Galeri S, Gimigliano F, Grigioni M, Mazzon S, Molteni F, Petrarca M, Picelli A, Senatore M, Turchetti G, Giansanti D, Mazzoleni S. State of the art and challenges for the classification of studies on electromechanical and robotic devices in neurorehabilitation: a scoping review. Eur J Phys Rehabil Med 2021; 57:831-840. [PMID: 34042413 DOI: 10.23736/s1973-9087.21.06922-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
INTRODUCTION The rapid development of electromechanical and robotic devices has profoundly influenced neurorehabilitation. Growth in the scientific and technological aspects thereof is crucial for increasing the number of newly developed devices, and clinicians have welcomed such growth with enthusiasm. Nevertheless, improving the standard for the reporting clinical, technical, and normative aspects of such electromechanical and robotic devices remains an unmet need in neurorehabilitation. Accordingly, this study aimed to analyse the existing literature on electromechanical and robotic devices used in neurorehabilitation, considering the current clinical, technical, and regulatory classification systems. EVIDENCE ACQUISITION Within the CICERONE Consensus Conference framework, studies on electromechanical and robotic devices used for upper- and lower-limb rehabilitation in persons with neurological disabilities in adulthood and childhood were reviewed. We have conducted a literature search using the following databases: MEDLINE, Cochrane Library, PeDro, Institute of Electrical and Electronics Engineers, Science Direct, and Google Scholar. Clinical, technical, and regulatory classification systems were applied to collect information on the electromechanical and robotic devices. The study designs and populations were investigated. EVIDENCE SYNTHESIS Overall, 316 studies were included in the analysis. More than half (52%) of the studies were randomised controlled trials (RCTs). The population investigated the most suffered from strokes, followed by spinal cord injuries, multiple sclerosis, cerebral palsy, and traumatic brain injuries. In total, 100 devices were described; of these, 19% were certified with the CE mark. Overall, the main type of device was an exoskeleton. However, end-effector devices were primarily used for the upper limbs, whereas exoskeletons were used for the lower limbs (for both children and adults). CONCLUSIONS The current literature on robotic neurorehabilitation lacks detailed information regarding the technical characteristics of the devices used. This affects the understanding of the possible mechanisms underlying recovery. Unfortunately, many electromechanical and robotic devices are not provided with CE marks, strongly hindering the research on the clinical outcomes of rehabilitation treatments based on these devices. A more significant effort is needed to improve the description of the robotic devices used in neurorehabilitation in terms of the technical and functional details, along with high-quality RCT studies.
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Affiliation(s)
- Marialuisa Gandolfi
- Department of Neuroscience, Biomedicine, and Movement Sciences, University of Verona, Neurorehabilitation Unit, University Hospital of Verona, Italy -
| | - Nicola Valè
- Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Federico Posteraro
- Rehabilitation Department Versilia Hospital, ASL Toscana Nord-Ovest, Italy
| | | | - Antonella Dell'orco
- Department of Neuroscience, Biomedicine, and Movement Sciences, University of Verona, Neurorehabilitation Unit, University Hospital of Verona, Italy
| | - Anita Botticelli
- Department of Neuroscience, Biomedicine, and Movement Sciences, University of Verona, Neurorehabilitation Unit, University Hospital of Verona, Italy
| | - Eleonora Dimitrova
- Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | | | - Michela Goffredo
- Neurorehabilitation Research Laboratory, Department of Neurological and Rehabilitation Sciences, IRCCS San Raffaele Pisana, Rome, Italy
| | - Jacopo Zenzeri
- Robotics, Brain and Cognitive Sciences, Istituto Italiano di Tecnologia, Genova, Italy
| | | | | | | | - Paolo Boldrini
- Italian Society of Physical Medicine and Rehabilitation (SIMFER), Italy
| | | | - Enrico Castelli
- Pediatric Neurorehabilitation, Bambino Gesù Children's Hospital, Rome, Italy
| | - Francesco Draicchio
- Department of Occupational and Environmental Medicine, Epidemiology and Hygiene, INAIL, Rome, Italy
| | - Vincenzo Falabella
- President Italian Federation of Persons with Spinal Cord Injuries (Flip Onlus), Rome, Italy
| | | | - Francesca Gimigliano
- Department of Mental and Physical Health and Preventive Medicine, University of Campania "Luigi Vanvitelli, " Naples, Italy
| | - Mauro Grigioni
- National Center for Innovative Technologies in Public Health, Italian National Institute of Health, Rome, Italy
| | - Stefano Mazzon
- ULSS 6 (Unique Sanitary Local Company) Euganea Padova - Distretto IV Alta Padovana, Padova, Italy
| | | | - Maurizio Petrarca
- The Movement Analysis and Robotics Laboratory, Bambino Gesù Children's Hospital, Rome, Italy
| | - Alessandro Picelli
- Department of Neuroscience, Biomedicine, and Movement Sciences, University of Verona, Neurorehabilitation Unit, University Hospital of Verona, Italy
| | | | | | - Daniele Giansanti
- National Center for Innovative Technologies in Public Health, Italian National Institute of Health, Rome, Italy
| | - Stefano Mazzoleni
- Department of Electrical and Information Engineering, Politecnico di Bari, Italy
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Morone G, Ghanbari Ghooshchy S, Palomba A, Baricich A, Santamato A, Ciritella C, Ciancarelli I, Molteni F, Gimigliano F, Iolascon G, Zoccolotti P, Paolucci S, Iosa M. Differentiation among bio- and augmented- feedback in technologically assisted rehabilitation. Expert Rev Med Devices 2021; 18:513-522. [PMID: 33960257 DOI: 10.1080/17434440.2021.1927704] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Introduction: In rehabilitation practice, the term 'feedback' is often improperly used, with augmented feedback and biofeedback frequently confused, especially when referring to the human-machine interaction during technologically assisted training. The absence of a clear differentiation between these categories represents an unmet need for rehabilitation, emphasized by the advent of new technologies making extensive use of video feedback, exergame, and virtual reality.Area covered: In this review we tried to present scientific knowledge about feedback, biofeedback, augmented feedback and neurofeedback, and related differences in rehabilitation settings, for a more proper use of this terminology. Despite the continuous expansion of the field, few researches clarify the differences among these terms. This scoping review was conducted through the searching of current literature up to May 2020, using following databases: PUBMED, EMBASE and Web of Science. After literature search a classification system, distinguishing feedback, augmented feedback, and biofeedback, was applied.Expert opinion: There is a need for clear definitions of feedback, biofeedback, augmented feedback, and neurofeedback in rehabilitation, especially in the technologically assisted one based on human-machine interaction. In fact, the fast development of new technologies requires to be based on solid concepts and on a common terminology shared among bioengineers and clinicians.
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Affiliation(s)
| | - Sheida Ghanbari Ghooshchy
- Fondazione Santa Lucia IRCCS, Rome, Italy.,Department of Psychology, Sapienza University of Rome, Rome, Italy
| | - Angela Palomba
- Department of Medical and Surgical Specialties and Dentistry, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Alessio Baricich
- Department of Health Sciences, Università Del Piemonte Orientale, Novara, Italy; Physical Medicine and Rehabilitation, University Hospital "Maggiore Della Carità", Novara, Italy
| | - Andrea Santamato
- Unit of Physical Medicine and Rehabilitation, University of Foggia, Foggia, Italy
| | - Chiara Ciritella
- Unit of Physical Medicine and Rehabilitation, University of Foggia, Foggia, Italy
| | - Irene Ciancarelli
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Franco Molteni
- Villa Beretta Rehabilitation Center, Valduce Hospital, Lecco, Italy
| | - Francesca Gimigliano
- Department of Mental and Physical Health and Preventive Medicine, University of Campania 'Luigi Vanvitelli', Naples, Italy
| | - Giovanni Iolascon
- Department of Medical and Surgical Specialties and Dentistry, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Pierluigi Zoccolotti
- Fondazione Santa Lucia IRCCS, Rome, Italy.,Department of Psychology, Sapienza University of Rome, Rome, Italy
| | | | - Marco Iosa
- Fondazione Santa Lucia IRCCS, Rome, Italy.,Department of Psychology, Sapienza University of Rome, Rome, Italy
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Iosa M, Galeoto G, De Bartolo D, Russo V, Ruotolo I, Spitoni GF, Ciancarelli I, Tramontano M, Antonucci G, Paolucci S, Morone G. Italian Version of the Pittsburgh Rehabilitation Participation Scale: Psychometric Analysis of Validity and Reliability. Brain Sci 2021; 11:brainsci11050626. [PMID: 34068212 PMCID: PMC8153139 DOI: 10.3390/brainsci11050626] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 05/04/2021] [Accepted: 05/12/2021] [Indexed: 12/30/2022] Open
Abstract
Patient’s active participation in therapy is a key component of successful rehabilitation. In fact, low participation has been shown to be a prognostic factor of poor outcome; however, participation is rarely assessed in clinical settings. The Pittsburgh Rehabilitation Participation Scale (PRPS) is a validated, quick, and accurate measure of participation, relying on clinicians’ observation, and not requiring any self-report by patients. The aim of this study was to validate an Italian version of the PRPS. Following forward and back-translation of PRPS into Italian, the translated version was validated in a total of 640 therapy sessions, related to a cohort of 32 patients admitted to an Italian hospital. It was tested for concurrent validity, finding significant correlations with Barthel Index (R > 0.58, p < 0.001) and SF-36 Physical and Mental Health (R > 0.4, p < 0.02), for predictive validity, finding significant correlation with the effectiveness of rehabilitation (R = 0.358, p = 0.045), and for inter-rater and intra-rater reliability, computing an Intra-class correlation coefficient (ICC = 0.926 and 0.756, respectively). These psychometric properties results were similar to those of the original version of this scale. The proposed PRPS can be helpful for Italian clinicians in the assessment of patient’s participation during rehabilitation.
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Affiliation(s)
- Marco Iosa
- Department of Psychology, Sapienza University of Rome, 00185 Rome, Italy; (D.D.B.); (V.R.) (G.A.)
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy; (G.F.S.); (M.T.); (S.P.); (G.M.)
- Correspondence: ; Tel.: +39-0651-501-077
| | - Giovanni Galeoto
- Department of Human Neurosciences, Sapienza University of Rome, 00185 Rome Italy; (G.G.); (I.R.)
- IRCCS Neuromed Pozzilli, 86077 Isernia, Italy
| | - Daniela De Bartolo
- Department of Psychology, Sapienza University of Rome, 00185 Rome, Italy; (D.D.B.); (V.R.) (G.A.)
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy; (G.F.S.); (M.T.); (S.P.); (G.M.)
| | - Valentina Russo
- Department of Psychology, Sapienza University of Rome, 00185 Rome, Italy; (D.D.B.); (V.R.) (G.A.)
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy; (G.F.S.); (M.T.); (S.P.); (G.M.)
| | - Ilaria Ruotolo
- Department of Human Neurosciences, Sapienza University of Rome, 00185 Rome Italy; (G.G.); (I.R.)
| | - Grazia Fernanda Spitoni
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy; (G.F.S.); (M.T.); (S.P.); (G.M.)
- Department of Dynamic, Clinical Psychology and Health Studies, Sapienza University of Rome, 00185 Rome, Italy
| | - Irene Ciancarelli
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy;
| | - Marco Tramontano
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy; (G.F.S.); (M.T.); (S.P.); (G.M.)
| | - Gabriella Antonucci
- Department of Psychology, Sapienza University of Rome, 00185 Rome, Italy; (D.D.B.); (V.R.) (G.A.)
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy; (G.F.S.); (M.T.); (S.P.); (G.M.)
| | - Stefano Paolucci
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy; (G.F.S.); (M.T.); (S.P.); (G.M.)
| | - Giovanni Morone
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy; (G.F.S.); (M.T.); (S.P.); (G.M.)
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De Angelis S, Princi AA, Dal Farra F, Morone G, Caltagirone C, Tramontano M. Vibrotactile-Based Rehabilitation on Balance and Gait in Patients with Neurological Diseases: A Systematic Review and Metanalysis. Brain Sci 2021; 11:518. [PMID: 33921655 PMCID: PMC8072538 DOI: 10.3390/brainsci11040518] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 04/10/2021] [Accepted: 04/14/2021] [Indexed: 01/06/2023] Open
Abstract
Postural instability and fear of falling represent two major causes of decreased mobility and quality of life in cerebrovascular and neurologic diseases. In recent years, rehabilitation strategies were carried out considering a combined sensorimotor intervention and an active involvement of the patients during the rehabilitation sessions. Accordingly, new technological devices and paradigms have been developed to increase the effectiveness of rehabilitation by integrating multisensory information and augmented feedback promoting the involvement of the cognitive paradigm in neurorehabilitation. In this context, the vibrotactile feedback (VF) could represent a peripheral therapeutic input, in order to provide spatial proprioceptive information to guide the patient during task-oriented exercises. The present systematic review and metanalysis aimed to explore the effectiveness of the VF on balance and gait rehabilitation in patients with neurological and cerebrovascular diseases. A total of 18 studies met the inclusion criteria and were included. Due to the lack of high-quality studies and heterogeneity of treatments protocols, clinical practice recommendations on the efficacy of VF cannot be made. Results show that VF-based intervention could be a safe complementary sensory-motor approach for balance and gait rehabilitation in patients with neurological and cerebrovascular diseases. More high-quality randomized controlled trials are needed.
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Affiliation(s)
- Sara De Angelis
- Fondazione Santa Lucia IRCCS, 00179 Rome, Italy; (S.D.A.); (A.A.P.); (G.M.); (C.C.)
| | | | | | - Giovanni Morone
- Fondazione Santa Lucia IRCCS, 00179 Rome, Italy; (S.D.A.); (A.A.P.); (G.M.); (C.C.)
| | - Carlo Caltagirone
- Fondazione Santa Lucia IRCCS, 00179 Rome, Italy; (S.D.A.); (A.A.P.); (G.M.); (C.C.)
| | - Marco Tramontano
- Fondazione Santa Lucia IRCCS, 00179 Rome, Italy; (S.D.A.); (A.A.P.); (G.M.); (C.C.)
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00185 Rome, Italy
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Helmer A, Wechsler T, Gilboa Y. Equine-Assisted Services for Children with Attention-Deficit/Hyperactivity Disorder: A Systematic Review. J Altern Complement Med 2021; 27:477-488. [PMID: 33835856 DOI: 10.1089/acm.2020.0482] [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] [Indexed: 11/13/2022] Open
Abstract
Objective: This systematic review evaluated equine-assisted activities and therapies (EAATs), formerly referred to as equine-assisted services (EAS), in children and youth (ages 6-18 years) with attention-deficit/hyperactivity disorder (ADHD), according to the International Classification of Functioning, Disability, and Health. Methods: Electronic database searches were conducted of studies from inception through December 2020. Results: A total of 12 articles were included: 8 noncontrolled prospective studies and 4 randomized-controlled trials (RCTs). Furthermore, seven of moderate methodological quality studies and five of moderate high methodological quality studies were included. Evidence was found for the effectiveness of various forms of EAS, including equine-assisted physical therapy (EAPT) and therapeutic riding (TR). Improvements in body functions and structures (n = 10) were found in the domains of mental and neuromusculoskeletal functions, as well as functions of the cardiovascular system using EAPT (n = 6). Limited evidence was found regarding the positive effect on activity and participation (n = 4) following TR interventions. Quality of life (QoL) was improved in both TR and EAPT (n = 4). Conclusion: There seems to be preliminary evidence that EAS may be beneficial in promoting the physiological functions of body systems for children with ADHD. The influence on participation and QoL still requires further evidence. More generally, further controlled studies, including bigger sample sizes, are needed to understand the specific effects of different EAS on the core symptoms and consequence of ADHD.
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Affiliation(s)
- Anne Helmer
- School of Occupational Therapy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Tamar Wechsler
- School of Occupational Therapy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Yafit Gilboa
- School of Occupational Therapy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
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Raglio A, Panigazzi M, Colombo R, Tramontano M, Iosa M, Mastrogiacomo S, Baiardi P, Molteni D, Baldissarro E, Imbriani C, Imarisio C, Eretti L, Hamedani M, Pistarini C, Imbriani M, Mancardi GL, Caltagirone C. Hand rehabilitation with sonification techniques in the subacute stage of stroke. Sci Rep 2021; 11:7237. [PMID: 33790343 PMCID: PMC8012636 DOI: 10.1038/s41598-021-86627-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 03/17/2021] [Indexed: 11/25/2022] Open
Abstract
After a stroke event, most survivors suffer from arm paresis, poor motor control and other disabilities that make activities of daily living difficult, severely affecting quality of life and personal independence. This randomized controlled trial aimed at evaluating the efficacy of a music-based sonification approach on upper limbs motor functions, quality of life and pain perceived during rehabilitation. The study involved 65 subacute stroke individuals during inpatient rehabilitation allocated into 2 groups which underwent usual care dayweek) respectively of standard upper extremity motor rehabilitation or upper extremity treatment with sonification techniques. The Fugl-Meyer Upper Extremity Scale, Box and Block Test and the Modified Ashworth Scale were used to perform motor assessment and the McGill Quality of Life-it and the Numerical Pain Rating Scale to assess quality of life and pain. The assessment was performed at baseline, after 2 weeks, at the end of treatment and at follow-up (1 month after the end of treatment). Total scores of the Fugl-Meyer Upper Extremity Scale (primary outcome measure) and hand and wrist sub scores, manual dexterity scores of the affected and unaffected limb in the Box and Block Test, pain scores of the Numerical Pain Rating Scale (secondary outcomes measures) significantly improved in the sonification group compared to the standard of care group (time*group interaction < 0.05). Our findings suggest that music-based sonification sessions can be considered an effective standardized intervention for the upper limb in subacute stroke rehabilitation.
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Affiliation(s)
- Alfredo Raglio
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Istituti Clinici Scientifici Maugeri, Music Therapy Research Laboratory, Scientific Institute of Pavia , Via Maugeri 10, 27100, Pavia, Italy.
| | - Monica Panigazzi
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Istituti Clinici Scientifici Maugeri, Music Therapy Research Laboratory, Scientific Institute of Pavia , Via Maugeri 10, 27100, Pavia, Italy
| | - Roberto Colombo
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Istituti Clinici Scientifici Maugeri, Music Therapy Research Laboratory, Scientific Institute of Pavia , Via Maugeri 10, 27100, Pavia, Italy
| | | | - Marco Iosa
- Fondazione S. Lucia, I.R.C.C.S., Rome, Italy
| | | | - Paola Baiardi
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Istituti Clinici Scientifici Maugeri, Music Therapy Research Laboratory, Scientific Institute of Pavia , Via Maugeri 10, 27100, Pavia, Italy
| | - Daniele Molteni
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Istituti Clinici Scientifici Maugeri, Music Therapy Research Laboratory, Scientific Institute of Pavia , Via Maugeri 10, 27100, Pavia, Italy
| | | | - Chiara Imbriani
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Istituti Clinici Scientifici Maugeri, Music Therapy Research Laboratory, Scientific Institute of Pavia , Via Maugeri 10, 27100, Pavia, Italy
| | - Chiara Imarisio
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Istituti Clinici Scientifici Maugeri, Music Therapy Research Laboratory, Scientific Institute of Pavia , Via Maugeri 10, 27100, Pavia, Italy
| | - Laura Eretti
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S, Montescano, PV, Italy
| | - Mehrnaz Hamedani
- Neurological Clinic, S. Martino Hospital, University of Genoa, Genoa, Italy
| | - Caterina Pistarini
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Nervi (GE), Pavia, Italy
| | - Marcello Imbriani
- Istituti Clinici Scientifici Maugeri, I.R.C.C.S., Istituti Clinici Scientifici Maugeri, Music Therapy Research Laboratory, Scientific Institute of Pavia , Via Maugeri 10, 27100, Pavia, Italy
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Efficacy of Vestibular Rehabilitation in Patients With Neurologic Disorders: A Systematic Review. Arch Phys Med Rehabil 2020; 102:1379-1389. [PMID: 33383031 DOI: 10.1016/j.apmr.2020.11.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 11/10/2020] [Accepted: 11/30/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVE The aim of this systematic review is to critically assess the effectiveness of vestibular rehabilitation (VR) administered either alone or in combination with other neurorehabilitation strategies in patients with neurologic disorders. DATA SOURCES An electronic search was conducted by 2 independent reviewers in the following databases: MEDLINE (PubMed), the Physiotherapy Evidence Database, and the Cochrane Database of Systematic Reviews. STUDY SELECTION All clinical studies carried out on adult patients with a diagnosis of neurologic disorders who performed VR provided alone or in combination with other therapies were included. DATA EXTRACTION Screening of titles, abstracts, and full texts and data extraction were undertaken independently by pairs of reviewers. Included studies were quality appraised using a modified version of the Newcastle-Ottawa Scale. DATA SYNTHESIS The summary of results was reported following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. Twelve studies were included in the review. All the included studies, with 1 exception, report that improvements provided by customized VR in subject affected by a central nervous system diseases are greater than traditional rehabilitation programs alone. CONCLUSIONS Because of the lack of high-quality studies and heterogeneity of treatments protocols, clinical practice recommendations on the efficacy of VR cannot be made. Results show that VR programs are safe and could easily be implemented with standard neurorehabilitation protocols in patients affected by neurologic disorders. Hence, more high-quality randomized controlled trials of VR in patients with neurologic disorders are needed.
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Developing a Motor Imagery-Based Real-Time Asynchronous Hybrid BCI Controller for a Lower-Limb Exoskeleton. SENSORS 2020; 20:s20247309. [PMID: 33352714 PMCID: PMC7766128 DOI: 10.3390/s20247309] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 12/14/2020] [Accepted: 12/14/2020] [Indexed: 11/18/2022]
Abstract
This study aimed to develop an intuitive gait-related motor imagery (MI)-based hybrid brain-computer interface (BCI) controller for a lower-limb exoskeleton and investigate the feasibility of the controller under a practical scenario including stand-up, gait-forward, and sit-down. A filter bank common spatial pattern (FBCSP) and mutual information-based best individual feature (MIBIF) selection were used in the study to decode MI electroencephalogram (EEG) signals and extract a feature matrix as an input to the support vector machine (SVM) classifier. A successive eye-blink switch was sequentially combined with the EEG decoder in operating the lower-limb exoskeleton. Ten subjects demonstrated more than 80% accuracy in both offline (training) and online. All subjects successfully completed a gait task by wearing the lower-limb exoskeleton through the developed real-time BCI controller. The BCI controller achieved a time ratio of 1.45 compared with a manual smartwatch controller. The developed system can potentially be benefit people with neurological disorders who may have difficulties operating manual control.
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Wearable Biofeedback Improves Human-Robot Compliance during Ankle-Foot Exoskeleton-Assisted Gait Training: A Pre-Post Controlled Study in Healthy Participants. SENSORS 2020; 20:s20205876. [PMID: 33080845 PMCID: PMC7589198 DOI: 10.3390/s20205876] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 09/27/2020] [Accepted: 10/14/2020] [Indexed: 11/16/2022]
Abstract
The adjunctive use of biofeedback systems with exoskeletons may accelerate post-stroke gait rehabilitation. Wearable patient-oriented human-robot interaction-based biofeedback is proposed to improve patient-exoskeleton compliance regarding the interaction torque’s direction (joint motion strategy) and magnitude (user participation strategy) through auditory and vibrotactile cues during assisted gait training, respectively. Parallel physiotherapist-oriented strategies are also proposed such that physiotherapists can follow in real-time a patient’s motor performance towards effective involvement during training. A preliminary pre-post controlled study was conducted with eight healthy participants to conclude about the biofeedback’s efficacy during gait training driven by an ankle-foot exoskeleton and guided by a technical person. For the study group, performance related to the interaction torque’s direction increased during (p-value = 0.07) and after (p-value = 0.07) joint motion training. Further, the performance regarding the interaction torque’s magnitude significantly increased during (p-value = 0.03) and after (p-value = 68.59 × 10−3) user participation training. The experimental group and a technical person reported promising usability of the biofeedback and highlighted the importance of the timely cues from physiotherapist-oriented strategies. Less significant improvements in patient–exoskeleton compliance were observed in the control group. The overall findings suggest that the proposed biofeedback was able to improve the participant-exoskeleton compliance by enhancing human-robot interaction; thus, it may be a powerful tool to accelerate post-stroke ankle-foot deformity recovery.
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Verna V, De Bartolo D, Iosa M, Fadda L, Pinto G, Caltagirone C, De Angelis S, Tramontano M. Te.M.P.O., an app for using temporal musical mismatch in post-stroke neurorehabilitation: A preliminary randomized controlled study. NeuroRehabilitation 2020; 47:201-208. [DOI: 10.3233/nre-203126] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND: Recently, the potential rehabilitation value of music has been examined and music-based interventions and techniques such as the Negative Mismatch (MMN) have been increasingly investigated in the neurological rehabilitation context. OBJECTIVE: The aim of this study was to investigate the effectiveness of a negative mismatch-based therapy on the disability and quality of life in patients with stroke in sub-acute phase. METHODS: Thirty patients with a stroke diagnosis in sub-acute phase were randomly assigned to one of two groups: Mismatch (Mg) or Control (CTRLg) group. Both groups used an innovative Android application: Temporal Musical Patterns Organisation (Te.M.P.O). The Disability Rating Scale (DRS), the Modified Barthel Index (MBI) and the Stroke Specific Quality of Life scale (SSQoL) were used at the baseline (T0) and after four weeks of training (T1), in order to assess changes over time. RESULTS: Statistical analysis was performed using the data of 24 (Mg = 12, CTRLg = 12) subjects. The results show a major improvement of the Mg with respect to the CTRLg in all clinical scales score. CONCLUSION: The temporal negative mismatch-based therapy performed with the Te.M.P.O. application could be useful in improving the disability and the quality of life in stroke survivors in a sub-acute phase.
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Affiliation(s)
| | - Daniela De Bartolo
- PhD Program in Behavioral Neuroscience, Sapienza University of Rome, Rome, Italy
| | - Marco Iosa
- Fondazione Santa Lucia IRCCS, Rome, Italy
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Ghanbari Ghoshchi S, De Angelis S, Morone G, Panigazzi M, Persechino B, Tramontano M, Capodaglio E, Zoccolotti P, Paolucci S, Iosa M. Return to Work and Quality of Life after Stroke in Italy: A Study on the Efficacy of Technologically Assisted Neurorehabilitation. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17145233. [PMID: 32698430 PMCID: PMC7399919 DOI: 10.3390/ijerph17145233] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/16/2020] [Accepted: 07/17/2020] [Indexed: 12/25/2022]
Abstract
Cerebrovascular diseases, including stroke, are historically considered diseases of old adults so only in a few studies has “return to work” (RTW) been considered as an index of rehabilitative outcome. At the moment, data on RTW in patients with stroke are highly variable: four different reviews reported the following ranges: 11–85%, 19–73%, 22–53%, and 40–45%. The absence of re-integration to work after a stroke is shown to be associated with an increase of cardiac disorders and depression, with a higher level of mortality, with social isolation and with insufficient adaptive skills. The aim of this study was to verify the effectiveness of technological treatment, performed with optic (SonicHand) and wearable (Riablo™) systems providing auditory and visual biofeedback, on RTW in patients with stroke. RTW was found to be associated with a higher independence in the activities of daily living (assessed by the Modified Barthel Index). No significant differences were found between technological versus conventional rehabilitation in terms of RTW, despite the former showing a higher odds ratio than the latter (OR = 9 vs. 6). Assistive devices were mainly used in patients who had not returned to work. Finally, quality of life was found higher in those patients who returned to work with the same conditions (work duties and time) as before stroke.
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Affiliation(s)
- Sheyda Ghanbari Ghoshchi
- IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy; (S.G.G.); (S.D.A.); (G.M.); (M.T.); (P.Z.); (S.P.)
- Department of Psychology, Sapienza University of Rome, 00185 Rome, Italy
| | - Sara De Angelis
- IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy; (S.G.G.); (S.D.A.); (G.M.); (M.T.); (P.Z.); (S.P.)
| | - Giovanni Morone
- IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy; (S.G.G.); (S.D.A.); (G.M.); (M.T.); (P.Z.); (S.P.)
| | - Monica Panigazzi
- Istituti Clinici Scientifici Maugeri IRCSS, Occupational Therapy and Ergonomics Unit, 27040 Montescano, Italy;
- Istituti Clinici Scientifici Maugeri IRCSS, Occupational Therapy and Ergonomics Unit, 27100 Pavia, Italy;
| | - Benedetta Persechino
- Italian Workers’ Compensation Authority (INAIL), Department of Occupational and Environmental Medicine, Epidemiology and Hygiene, Monte Porzio Catone, 00078 Rome, Italy;
| | - Marco Tramontano
- IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy; (S.G.G.); (S.D.A.); (G.M.); (M.T.); (P.Z.); (S.P.)
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System, 00135 Rome, Italy
| | - Edda Capodaglio
- Istituti Clinici Scientifici Maugeri IRCSS, Occupational Therapy and Ergonomics Unit, 27100 Pavia, Italy;
| | - Pierluigi Zoccolotti
- IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy; (S.G.G.); (S.D.A.); (G.M.); (M.T.); (P.Z.); (S.P.)
- Department of Psychology, Sapienza University of Rome, 00185 Rome, Italy
| | - Stefano Paolucci
- IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy; (S.G.G.); (S.D.A.); (G.M.); (M.T.); (P.Z.); (S.P.)
| | - Marco Iosa
- IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy; (S.G.G.); (S.D.A.); (G.M.); (M.T.); (P.Z.); (S.P.)
- Correspondence:
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Morone G, Cocchi I, Paolucci S, Iosa M. Robot-assisted therapy for arm recovery for stroke patients: state of the art and clinical implication. Expert Rev Med Devices 2020; 17:223-233. [PMID: 32107946 DOI: 10.1080/17434440.2020.1733408] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Introduction: Robot-assisted therapy is an emerging approach that performs highly repetitive, intensive, task oriented and quantifiable neuro-rehabilitation. In the last decades, it has been increasingly used in a wide range of neurological central nervous system conditions implying an upper limb paresis. Results from the studies are controversial, for the many types of robots and their features often not accompanied by specific clinical indications about the target functions, fundamental for the individualized neurorehabilitation program.Areas covered: This article reviews the state of the art and perspectives of robotics in post-stroke rehabilitation for upper limb recovery. Classifications and features of robots have been reported in accordance with technological and clinical contents, together with the definition of determinants specific for each patient, that could modify the efficacy of robotic treatments. The possibility of combining robotic intervention with other therapies has also been discussed.Expert commentary: The recent wide diffusion of robots in neurorehabilitation has generated a confusion due to the commingling of technical and clinical aspects not previously clarified. Our critical review provides a possible hypothesis about how to match a robot with subject's upper limb functional abilities, but also highlights the need of organizing a clinical consensus conference about the robotic therapy.
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Affiliation(s)
- Giovanni Morone
- Clinical Laboratory of Experimental Neurorehabilitation, Fondazione Santa Lucia IRCCS, Rome, Italy
| | - Ilaria Cocchi
- Clinical Laboratory of Experimental Neurorehabilitation, Fondazione Santa Lucia IRCCS, Rome, Italy
| | - Stefano Paolucci
- Clinical Laboratory of Experimental Neurorehabilitation, Fondazione Santa Lucia IRCCS, Rome, Italy
| | - Marco Iosa
- Clinical Laboratory of Experimental Neurorehabilitation, Fondazione Santa Lucia IRCCS, Rome, Italy
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Martino Cinnera A, Pucello A, Lupo A, Gimigliano F, Mammucari E, Cicero DL, Iosa M, Paolucci S, Morone G. Upper limb motor improvement in chronic stroke after combining botulinum toxin A injection and multi-joints robot-assisted therapy: a case report. Oxf Med Case Reports 2019; 2019:omz097. [PMID: 31772737 PMCID: PMC6822606 DOI: 10.1093/omcr/omz097] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 07/12/2019] [Accepted: 08/13/2019] [Indexed: 11/27/2022] Open
Abstract
Spasticity is one of the major complications after stroke. Botulinum toxin type A (BoNT-A) injection is commonly used to manage focal spasticity. However, it is uncertain whether BoNT-A can improve activities of daily living function of paretic arm. The recovery of functions of the affected arm is also the aim of robotic upper limb (UL) therapy. The motorized exoskeleton assists the patient in a large 3D work environment by promoting movement for the UL (shoulder, elbow, wrist, hand). The combination of the BoNT-A injection and the robotic therapy might enhance functional recovery after stroke. We reported the case of a chronic stroke patient in which the injection of BoNT-A was combined with multi-joint exoskeleton training. The patient showed improvement in the motor control of the UL, supporting the feasibility of this approach.
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Affiliation(s)
- Alex Martino Cinnera
- Laboratory of Experimental Neurorehabilitation, Scientific Institute for Research, Hospitalisation and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy
| | - Alessandra Pucello
- Laboratory of Experimental Neurorehabilitation, Scientific Institute for Research, Hospitalisation and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy
| | - Alessandro Lupo
- Local Health Department Gaetano Pini, Rehabilitation Unit Fanny Finzi Ottolenghi, Milan, Italy
| | - Francesca Gimigliano
- Department of Mental and Physical health and Preventive Medicine, University of Campania 'Luigi Vanvitelli', Naples, Italy
| | - Elisa Mammucari
- Laboratory of Experimental Neurorehabilitation, Scientific Institute for Research, Hospitalisation and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy
| | - Dario Lo Cicero
- Laboratory of Experimental Neurorehabilitation, Scientific Institute for Research, Hospitalisation and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy
| | - Marco Iosa
- Laboratory of Experimental Neurorehabilitation, Scientific Institute for Research, Hospitalisation and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy
| | - Stefano Paolucci
- Laboratory of Experimental Neurorehabilitation, Scientific Institute for Research, Hospitalisation and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy
| | - Giovanni Morone
- Laboratory of Experimental Neurorehabilitation, Scientific Institute for Research, Hospitalisation and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy
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Affiliation(s)
- Gabor Fazekas
- Department of Rehabilitation Post-Stroke, National Institute for Medical Rehabilitation, Budapest, Hungary
| | - Ibolya Tavaszi
- Department of Rehabilitation Post-Stroke, National Institute for Medical Rehabilitation, Budapest, Hungary
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