1
|
Butet S, Fleury M, Duché Q, Bannier E, Lioi G, Scotto di Covella L, Lévêque-Le Bars E, Lécuyer A, Maurel P, Bonan I. EEG-fMRI neurofeedback versus motor imagery after stroke, a randomized controlled trial. J Neuroeng Rehabil 2025; 22:67. [PMID: 40134017 PMCID: PMC11938649 DOI: 10.1186/s12984-025-01598-9] [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: 10/15/2024] [Accepted: 03/01/2025] [Indexed: 03/27/2025] Open
Abstract
Neurofeedback (NF), an advanced technique enabling self-regulation of brain activity, was used to enhance upper limb motor recovery in chronic stroke survivors. A comparison was conducted between the efficacy of NF versus motor imagery (MI) training without feedback. We hypothesized that employing a bimodal EEG-fMRI based NF training approach would ensure precise targeting, and incorporating progressive multi-target feedback would provide a more effective mean to enhance plasticity. Thirty stroke survivors, exhibiting partial upper-limb motor impairment with a Fugl-Meyer Assessment Upper Extremity score (FMA-UE) > 21 and partially functional corticospinal tract (CST) were randomly allocated to the NF and MI groups. The NF group (n = 15) underwent a bimodal EEG-fMRI NF training focused on regulating activity in ipsilesional motor areas (M1 and SMA), while the MI group (n = 15) engaged in MI training. Demographic and stroke clinical data were collected. The primary outcome measure was the post-intervention FMA-UE score. Change in bold activations in target regions, EEG and fMRI laterality index (LI) and fractional anisotropy (FA) asymmetry of the CST were assessed after the intervention in both groups (respectively ΔEEG LI, ΔMRI LI and ΔFA asymmetry) and correlated with FMA-UE improvement (ΔFMA). Participants from both groups completed the 5-week training, with the NF group successfully modulating their brain activity in target regions. FMA-UE improvement post-intervention tended to be higher in the NF group than in the MI group (p = 0.048), and FMA-UE increased significantly only in the NF group (p = 0.003 vs p = 0.633 for MI). This improvement persisted at one-month in the NF group (p = 0.029). Eight out 15 patients in the NF group positively responded (i.e., improved by at least for 4 points in FMA-UE) compared to 3 out 15 in the MI group. No significant between-group differences were found in the evolution of ipsilesional M1 (t = 1.43, p = 0.16) and SMA (t = 0.85, p = 0.40) activation maps. The NF group exhibited a more pronounced lateralisation in unimodal EEG LI (t = - 3.56, p = 0.0004) compared to the MI group, but no significant difference was observed for MRI LI. A non-significant difference in ΔFA asymmetry of the CST between the two groups was found (t = 25; p = 0,055). A non-significant correlation between unimodal ΔEEG LI and ΔFMA (r = 0.5; p = 0.058) was observed for the NF group. Chronic stroke survivors can effectively engage themselves in a NF task and can benefit from a bimodal EEG-fMRI NF training. This demonstrates potential for NF in enhancing upper-limb motor recovery more efficiently than MI training.
Collapse
Affiliation(s)
- Simon Butet
- Physical Medicine and Rehabilitation Department, CHU Rennes, Hôpital Pontchaillou, 2 rue Henri Le Guilloux, 35033, Rennes Cedex 9, France
| | - Mathis Fleury
- Univ Rennes, INRIA, CNRS, INSERM, IRISA, EMPENN ERL U1228, 35000, Rennes, France
- Unité Empenn U1228, INSERM, INRIA, Université Rennes I, IRISA, UMR CNRS 6074, Campus de Beaulieu, 35042, Rennes, France
| | - Quentin Duché
- Univ Rennes, INRIA, CNRS, INSERM, IRISA, EMPENN ERL U1228, 35000, Rennes, France
- Unité Empenn U1228, INSERM, INRIA, Université Rennes I, IRISA, UMR CNRS 6074, Campus de Beaulieu, 35042, Rennes, France
| | - Elise Bannier
- Univ Rennes, INRIA, CNRS, INSERM, IRISA, EMPENN ERL U1228, 35000, Rennes, France
- Radiology Department, CHU Rennes, Rennes, France
- Plateforme Neurinfo, Unité Empenn U1228, Service de Radiologie - IRM RdC CHU Rennes, Université Rennes 1, Hôpital Pontchaillou, 2, rue Henri Le Guilloux, 35033, Rennes, France
| | - Giulia Lioi
- BRAIn Team, Lab-STICC, IMT Atlantique, UMR CNRS 6285, Atlantique Bretagne-Pays de La Loire Campus de Brest Technopôle Brest-Iroise CS 83818 29238, Brest, France
| | - Lou Scotto di Covella
- Univ Rennes, INRIA, CNRS, INSERM, IRISA, EMPENN ERL U1228, 35000, Rennes, France
- Unité Empenn U1228, INSERM, INRIA, Université Rennes I, IRISA, UMR CNRS 6074, Campus de Beaulieu, 35042, Rennes, France
| | - Emilie Lévêque-Le Bars
- Physical Medicine and Rehabilitation Department, CHU Rennes, Hôpital Pontchaillou, 2 rue Henri Le Guilloux, 35033, Rennes Cedex 9, France
| | - Anatole Lécuyer
- INRIA, Univ Rennes, CNRS, IRISA, Campus Universitaire de Beaulieu, 35042, Rennes, France
| | - Pierre Maurel
- Univ Rennes, INRIA, CNRS, INSERM, IRISA, EMPENN ERL U1228, 35000, Rennes, France.
- Unité Empenn U1228, INSERM, INRIA, Université Rennes I, IRISA, UMR CNRS 6074, Campus de Beaulieu, 35042, Rennes, France.
| | - Isabelle Bonan
- Physical Medicine and Rehabilitation Department, CHU Rennes, Hôpital Pontchaillou, 2 rue Henri Le Guilloux, 35033, Rennes Cedex 9, France
- Univ Rennes, INRIA, CNRS, INSERM, IRISA, EMPENN ERL U1228, 35000, Rennes, France
| |
Collapse
|
2
|
Hirao Y, Amemiya T, Narumi T, Argelaguet F, Lecuyer A. Leveraging Tendon Vibration to Enhance Pseudo-Haptic Perceptions in VR. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 2024; 30:5861-5874. [PMID: 37647196 DOI: 10.1109/tvcg.2023.3310001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
Pseudo-haptic techniques are used to modify haptic perception by appropriately changing visual feedback to body movements. Based on the knowledge that tendon vibration can affect our somatosensory perception, this article proposes a method for leveraging tendon vibration to enhance pseudo-haptics during free arm motion. Three experiments were performed to examine the impact of tendon vibration on the range and resolution of pseudo-haptics. The first experiment investigated the effect of tendon vibration on the detection threshold of the discrepancy between visual and physical motion. The results indicated that vibrations applied to the inner tendons of the wrist and elbow increased the threshold, suggesting that tendon vibration can augment the applicable visual motion gain by approximately 13% without users detecting the visual/physical discrepancy. Furthermore, the results demonstrate that tendon vibration acts as noise on haptic motion cues. The second experiment assessed the impact of tendon vibration on the resolution of pseudo-haptics by determining the just noticeable difference in pseudo-weight perception. The results suggested that the tendon vibration does not largely compromise the resolution of pseudo-haptics. The third experiment evaluated the equivalence between the weight perception triggered by tendon vibration and that by visual motion gain, that is, the point of subjective equality. The results revealed that vibration amplifies the weight perception and its effect was equivalent to that obtained using a gain of 0.64 without vibration, implying that the tendon vibration also functions as an additional haptic cue. Our results provide design guidelines and future work for enhancing pseudo-haptics with tendon vibration.
Collapse
|
3
|
Shi Y, Shen G. Haptic Sensing and Feedback Techniques toward Virtual Reality. RESEARCH (WASHINGTON, D.C.) 2024; 7:0333. [PMID: 38533183 PMCID: PMC10964227 DOI: 10.34133/research.0333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Accepted: 02/10/2024] [Indexed: 03/28/2024]
Abstract
Haptic interactions between human and machines are essential for information acquisition and object manipulation. In virtual reality (VR) system, the haptic sensing device can gather information to construct virtual elements, while the haptic feedback part can transfer feedbacks to human with virtual tactile sensation. Therefore, exploring high-performance haptic sensing and feedback interface imparts closed-loop haptic interaction to VR system. This review summarizes state-of-the-art VR-related haptic sensing and feedback techniques based on the hardware parts. For the haptic sensor, we focus on mechanism scope (piezoresistive, capacitive, piezoelectric, and triboelectric) and introduce force sensor, gesture translation, and touch identification in the functional view. In terms of the haptic feedbacks, methodologies including mechanical, electrical, and elastic actuators are surveyed. In addition, the interactive application of virtual control, immersive entertainment, and medical rehabilitation is also summarized. The challenges of virtual haptic interactions are given including the accuracy, durability, and technical conflicts of the sensing devices, bottlenecks of various feedbacks, as well as the closed-loop interaction system. Besides, the prospects are outlined in artificial intelligence of things, wise information technology of medicine, and multimedia VR areas.
Collapse
Affiliation(s)
- Yuxiang Shi
- School of Integrated Circuits and Electronics,
Beijing Institute of Technology, Beijing 100081, China
- Institute of Flexible Electronics,
Beijing Institute of Technology, Beijing 102488, China
| | - Guozhen Shen
- School of Integrated Circuits and Electronics,
Beijing Institute of Technology, Beijing 100081, China
- Institute of Flexible Electronics,
Beijing Institute of Technology, Beijing 102488, China
| |
Collapse
|
4
|
Kantak SS, Johnson T, Zarzycki R. Linking Pain and Motor Control: Conceptualization of Movement Deficits in Patients With Painful Conditions. Phys Ther 2022; 102:6497839. [PMID: 35079833 DOI: 10.1093/ptj/pzab289] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 09/13/2021] [Accepted: 12/10/2021] [Indexed: 12/20/2022]
Abstract
UNLABELLED When people experience or expect pain, they move differently. Pain-altered movement strategies, collectively described here as pain-related movement dysfunction (PRMD), may persist well after pain resolves and, ultimately, may result in altered kinematics and kinetics, future reinjury, and disability. Although PRMD may manifest as abnormal movements that are often evident in clinical assessment, the underlying mechanisms are complex, engaging sensory-perceptual, cognitive, psychological, and motor processes. Motor control theories provide a conceptual framework to determine, assess, and target processes that contribute to normal and abnormal movement and thus are important for physical therapy and rehabilitation practice. Contemporary understanding of motor control has evolved from reflex-based understanding to a more complex task-dependent interaction between cognitive and motor systems, each with distinct neuroanatomic substrates. Though experts have recognized the importance of motor control in the management of painful conditions, there is no comprehensive framework that explicates the processes engaged in the control of goal-directed actions, particularly in the presence of pain. This Perspective outlines sensory-perceptual, cognitive, psychological, and motor processes in the contemporary model of motor control, describing the neural substrates underlying each process and highlighting how pain and anticipation of pain influence motor control processes and consequently contribute to PRMD. Finally, potential lines of future inquiry-grounded in the contemporary model of motor control-are outlined to advance understanding and improve the assessment and treatment of PRMD. IMPACT This Perspective proposes that approaching PRMD from a contemporary motor control perspective will uncover key mechanisms, identify treatment targets, inform assessments, and innovate treatments across sensory-perceptual, cognitive, and motor domains, all of which have the potential to improve movement and functional outcomes in patients with painful conditions.
Collapse
Affiliation(s)
- Shailesh S Kantak
- Neuroplasticity and Motor Behavior Laboratory, Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania, USA.,Department of Physical Therapy, Arcadia University, Glenside, Pennsylvania, USA
| | - Tessa Johnson
- Neuroplasticity and Motor Behavior Laboratory, Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania, USA
| | - Ryan Zarzycki
- Department of Physical Therapy, Arcadia University, Glenside, Pennsylvania, USA
| |
Collapse
|
5
|
Le Franc S, Bonan I, Fleury M, Butet S, Barillot C, Lécuyer A, Cogné M. Visual feedback improves movement illusions induced by tendon vibration after chronic stroke. J Neuroeng Rehabil 2021; 18:156. [PMID: 34717672 PMCID: PMC8556973 DOI: 10.1186/s12984-021-00948-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 10/13/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Illusion of movement induced by tendon vibration is commonly used in rehabilitation and seems valuable for motor rehabilitation after stroke, by playing a role in cerebral plasticity. The aim was to study if congruent visual cues using Virtual Reality (VR) could enhance the illusion of movement induced by tendon vibration of the wrist among participants with stroke. METHODS We included 20 chronic stroke participants. They experienced tendon vibration of their wrist (100 Hz, 30 times) inducing illusion of movement. Three VR visual conditions were added to the vibration: a congruent moving virtual hand (Moving condition); a static virtual hand (Static condition); or no virtual hand at all (Hidden condition). The participants evaluated for each visual condition the intensity of the illusory movement using a Likert scale, the sensation of wrist's movement using a degree scale and they answered a questionnaire about their preferred condition. RESULTS The Moving condition was significantly superior to the Hidden condition and to the Static condition in terms of illusion of movement (p < 0.001) and the wrist's extension (p < 0.001). There was no significant difference between the Hidden and the Static condition for these 2 criteria. The Moving condition was considered the best one to increase the illusion of movement (in 70% of the participants). Two participants did not feel any illusion of movement. CONCLUSIONS This study showed the interest of using congruent cues in VR in order to enhance the consistency of the illusion of movement induced by tendon vibration among participants after stroke, regardless of their clinical severity. By stimulating the brain motor areas, this visuo-proprioceptive feedback could be an interesting tool in motor rehabilitation. Record number in Clinical Trials: NCT04130711, registered on October 17th 2019 ( https://clinicaltrials.gov/ct2/show/NCT04130711?id=NCT04130711&draw=2&rank=1 ).
Collapse
Affiliation(s)
- Salomé Le Franc
- Rehabilitation Medicine Unit, CHU de Rennes, University Hospital of Rennes, 2, rue Henri Le Guilloux, 35000, Rennes, France.
- Hybrid Unity, Inria, University of Rennes, Irisa, 6074 Umr Cnrs, Rennes, France.
| | - Isabelle Bonan
- Rehabilitation Medicine Unit, CHU de Rennes, University Hospital of Rennes, 2, rue Henri Le Guilloux, 35000, Rennes, France
- Empenn Unity U1228, Inserm, Inria, University of Rennes, Irisa, 6074 Umr Cnrs, Rennes, France
| | - Mathis Fleury
- Hybrid Unity, Inria, University of Rennes, Irisa, 6074 Umr Cnrs, Rennes, France
- Empenn Unity U1228, Inserm, Inria, University of Rennes, Irisa, 6074 Umr Cnrs, Rennes, France
| | - Simon Butet
- Rehabilitation Medicine Unit, CHU de Rennes, University Hospital of Rennes, 2, rue Henri Le Guilloux, 35000, Rennes, France
- Empenn Unity U1228, Inserm, Inria, University of Rennes, Irisa, 6074 Umr Cnrs, Rennes, France
| | - Christian Barillot
- Empenn Unity U1228, Inserm, Inria, University of Rennes, Irisa, 6074 Umr Cnrs, Rennes, France
| | - Anatole Lécuyer
- Hybrid Unity, Inria, University of Rennes, Irisa, 6074 Umr Cnrs, Rennes, France
| | - Mélanie Cogné
- Rehabilitation Medicine Unit, CHU de Rennes, University Hospital of Rennes, 2, rue Henri Le Guilloux, 35000, Rennes, France
- Hybrid Unity, Inria, University of Rennes, Irisa, 6074 Umr Cnrs, Rennes, France
| |
Collapse
|
6
|
Le Franc S, Fleury M, Jeunet C, Butet S, Barillot C, Bonan I, Cogné M, Lécuyer A. Influence of the visuo-proprioceptive illusion of movement and motor imagery of the wrist on EEG cortical excitability among healthy participants. PLoS One 2021; 16:e0256723. [PMID: 34473788 PMCID: PMC8412266 DOI: 10.1371/journal.pone.0256723] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 08/13/2021] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Motor Imagery (MI) is a powerful tool to stimulate sensorimotor brain areas and is currently used in motor rehabilitation after a stroke. The aim of our study was to evaluate whether an illusion of movement induced by visuo-proprioceptive immersion (VPI) including tendon vibration (TV) and Virtual moving hand (VR) combined with MI tasks could be more efficient than VPI alone or MI alone on cortical excitability assessed using Electroencephalography (EEG). METHODS We recorded EEG signals in 20 healthy participants in 3 different conditions: MI tasks involving their non-dominant wrist (MI condition); VPI condition; and VPI with MI tasks (combined condition). Each condition lasted 3 minutes, and was repeated 3 times in randomized order. Our main judgment criterion was the Event-Related De-synchronization (ERD) threshold in sensori-motor areas in each condition in the brain motor area. RESULTS The combined condition induced a greater change in the ERD percentage than the MI condition alone, but no significant difference was found between the combined and the VPI condition (p = 0.07) and between the VPI and MI condition (p = 0.20). CONCLUSION This study demonstrated the interest of using a visuo-proprioceptive immersion with MI rather than MI alone in order to increase excitability in motor areas of the brain. Further studies could test this hypothesis among patients with stroke to provide new perspectives for motor rehabilitation in this population.
Collapse
Affiliation(s)
- Salomé Le Franc
- Rehabilitation Medicine Unit, University Hospital of Rennes, Rennes, France
- Hybrid Team, Inria, University of Rennes, Irisa, UMR CNRS 6074, Rennes, France
| | - Mathis Fleury
- Hybrid Team, Inria, University of Rennes, Irisa, UMR CNRS 6074, Rennes, France
- Empenn Unit U1228, Inserm, Inria, University of Rennes, Irisa, UMR CNRS 6074, Rennes, France
| | - Camille Jeunet
- CLLE Lab, CNRS, Univ. Toulouse Jean Jaurès, Toulouse, France
| | - Simon Butet
- Rehabilitation Medicine Unit, University Hospital of Rennes, Rennes, France
- Empenn Unit U1228, Inserm, Inria, University of Rennes, Irisa, UMR CNRS 6074, Rennes, France
| | - Christian Barillot
- Empenn Unit U1228, Inserm, Inria, University of Rennes, Irisa, UMR CNRS 6074, Rennes, France
| | - Isabelle Bonan
- Rehabilitation Medicine Unit, University Hospital of Rennes, Rennes, France
- Empenn Unit U1228, Inserm, Inria, University of Rennes, Irisa, UMR CNRS 6074, Rennes, France
| | - Mélanie Cogné
- Rehabilitation Medicine Unit, University Hospital of Rennes, Rennes, France
- Hybrid Team, Inria, University of Rennes, Irisa, UMR CNRS 6074, Rennes, France
| | - Anatole Lécuyer
- Hybrid Team, Inria, University of Rennes, Irisa, UMR CNRS 6074, Rennes, France
| |
Collapse
|