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Shimada K. Artificial Tongue Embedded with Conceptual Receptor for Rubber Gustatory Sensor by Electrolytic Polymerization Technique with Utilizing Hybrid Fluid (HF). SENSORS (BASEL, SWITZERLAND) 2022; 22:6979. [PMID: 36146328 PMCID: PMC9502859 DOI: 10.3390/s22186979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/08/2022] [Accepted: 09/13/2022] [Indexed: 06/16/2023]
Abstract
The development of gustatory sensors is essential for the development of smart materials for use in robotics, and in the food, beverage, and pharmaceutical industries. We therefore designed a prototype of a rubber tongue embedded with a gustatory receptor mimicking a human tongue using our previously proposed hybrid fluid rubber (HF rubber) and an electrolytic polymerization technique. The fabricated gustatory receptor was composed of Pacinian corpuscles, which are well known and have already been elucidated as effective haptic and auditory receptors in previous studies. Moreover, the receptor has self-powered voltage generated as built-in electricity as a result of the ionized particles and molecules in the HF rubber. The utilization of a layered structure for the Pacinian corpuscles induced a typical response not only to normal and shear forces but to thermal variations. Typical gustatory characteristics, including the initial response voltage and the cyclic voltammogram form, were clearly varied by five tastes: saltiness, sourness, sweetness, bitterness, and umami. These results were due to ORP, pH, and conductivity.
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Affiliation(s)
- Kunio Shimada
- Faculty of Symbiotic Systems Sciences, Fukushima University, Fukushima 960-1296, Japan
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2
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Remsik AB, van Kan PLE, Gloe S, Gjini K, Williams L, Nair V, Caldera K, Williams JC, Prabhakaran V. BCI-FES With Multimodal Feedback for Motor Recovery Poststroke. Front Hum Neurosci 2022; 16:725715. [PMID: 35874158 PMCID: PMC9296822 DOI: 10.3389/fnhum.2022.725715] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 05/26/2022] [Indexed: 01/31/2023] Open
Abstract
An increasing number of research teams are investigating the efficacy of brain-computer interface (BCI)-mediated interventions for promoting motor recovery following stroke. A growing body of evidence suggests that of the various BCI designs, most effective are those that deliver functional electrical stimulation (FES) of upper extremity (UE) muscles contingent on movement intent. More specifically, BCI-FES interventions utilize algorithms that isolate motor signals-user-generated intent-to-move neural activity recorded from cerebral cortical motor areas-to drive electrical stimulation of individual muscles or muscle synergies. BCI-FES interventions aim to recover sensorimotor function of an impaired extremity by facilitating and/or inducing long-term motor learning-related neuroplastic changes in appropriate control circuitry. We developed a non-invasive, electroencephalogram (EEG)-based BCI-FES system that delivers closed-loop neural activity-triggered electrical stimulation of targeted distal muscles while providing the user with multimodal sensory feedback. This BCI-FES system consists of three components: (1) EEG acquisition and signal processing to extract real-time volitional and task-dependent neural command signals from cerebral cortical motor areas, (2) FES of muscles of the impaired hand contingent on the motor cortical neural command signals, and (3) multimodal sensory feedback associated with performance of the behavioral task, including visual information, linked activation of somatosensory afferents through intact sensorimotor circuits, and electro-tactile stimulation of the tongue. In this report, we describe device parameters and intervention protocols of our BCI-FES system which, combined with standard physical rehabilitation approaches, has proven efficacious in treating UE motor impairment in stroke survivors, regardless of level of impairment and chronicity.
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Affiliation(s)
- Alexander B. Remsik
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- School of Medicine and Public Health, Institute for Clinical and Translational Research, University of Wisconsin–Madison, Madison, WI, United States
- Department of Kinesiology, University of Wisconsin–Madison, Madison, WI, United States
| | - Peter L. E. van Kan
- Department of Kinesiology, University of Wisconsin–Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin–Madison, Madison, WI, United States
| | - Shawna Gloe
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
| | - Klevest Gjini
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Neurology, University of Wisconsin–Madison, Madison, WI, United States
| | - Leroy Williams
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Educational Psychology, University of Wisconsin–Madison, Madison, WI, United States
| | - Veena Nair
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
| | - Kristin Caldera
- Department of Orthopedics and Rehabilitation, School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WI, United States
| | - Justin C. Williams
- Department of Biomedical Engineering, University of Wisconsin–Madison, Madison, WI, United States
- Department of Neurological Surgery, School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WI, United States
| | - Vivek Prabhakaran
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin–Madison, Madison, WI, United States
- Department of Neurology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Psychiatry, School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WI, United States
- Medical Scientist Training Program, School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WI, United States
- Department of Psychology, University of Wisconsin–Madison, Madison, WI, United States
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3
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Zhou Z, Yang Y, Liu J, Zeng J, Wang X, Liu H. Electrotactile Perception Properties and Its Applications: A Review. IEEE TRANSACTIONS ON HAPTICS 2022; 15:464-478. [PMID: 35476571 DOI: 10.1109/toh.2022.3170723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
With the increased demands of human-machine interaction, haptic feedback is becoming increasingly critical. However, the high cost, large size and low efficiency of current haptic systems severely hinder further development. As a portable and efficient technology, cutaneous electrotactile stimulation has shown promising potential for these issues. This paper presents a review on and insight into cutaneous electrotactile perception and its applications. Research results on perceptual properties and evaluation methods have been summarized and discussed to understand the effects of electrotactile stimulation on humans. Electrotactile applications are presented in categories to understand the methods and progress in various fields such as prostheses control, sensory substitution, sensory restoration and sensorimotor restoration. State of the art has demonstrated the superiority of electrotactile feedback, its efficiency and its flexibility. However, the complex factors and the limitations of evaluation methods made it challenging for precise electrotactile control. Groundbreaking innovation in electrotactile theory is expected to overcome challenges such as precise perception control, information capacity increasing, comprehension burden reducing and implementation costs.
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Boughen K, Neil T, Dullemond S, Lutowicz K, Bilgasem A, Hastings T, Brooks D, Vaughan-Graham J. Cranial Nerve Noninvasive Neuromodulation in Adults With Neurological Conditions: Protocol for a Scoping Review. JMIR Res Protoc 2021; 10:e29965. [PMID: 34319251 PMCID: PMC8367107 DOI: 10.2196/29965] [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: 04/29/2021] [Revised: 06/15/2021] [Accepted: 06/15/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Cranial nerve noninvasive neuromodulation (CN-NINM) via translingual nerve stimulation (TLNS) is a promising new intervention combined with neurological rehabilitation to improve outcomes for persons with neurological conditions. A portable neuromodulation stimulation (PoNS) device rests on the tongue and stimulates cranial nerves V and VII (trigeminal and facial nerves, respectively). Emerging evidence suggests that CN-NINM using the PoNS device, combined with targeted physical therapy, improves balance and gait outcomes but has not yet been comprehensively reviewed. OBJECTIVE This review will describe CN-NINM via TLNS and its applications, effects, and implications for rehabilitation science in adult populations with neurological conditions. We will identify how CN-NINM via TLNS is currently being incorporated into neurological rehabilitation and identify gaps in evidence with respect to this novel technology. METHODS Joanna Briggs Institute methodology will be used to conduct this scoping review. Electronic databases MEDLINE, AMED, CINAHL, Embase, and Web of Science will be searched, as well as gray literature databases ProQuest, DuckDuckGo, and Google. Studies published in English and French between 2000 and 2021 will be included. Two reviewers will independently screen all titles and abstracts and full-text papers that meet the inclusion criteria. Data will be extracted and collated in a table to synthesize the results. Extracted data will be reported in a comprehensive summary. RESULTS The final manuscript is intended for submission to an indexed journal in September 2021. CONCLUSIONS This scoping review will be the first, to our knowledge, to address the current evidence on CN-NINM. The results will inform the use of CN-NINM in neurological rehabilitation and the development of recommendations for future research. TRIAL REGISTRATION Open Science Framework 10.17605/OSF.IO/XZQFM; https://osf.io/xzqfm. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/29965.
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Affiliation(s)
- Keaton Boughen
- Physiotherapy Program, School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Tyler Neil
- Physiotherapy Program, School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Shayan Dullemond
- Physiotherapy Program, School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Kevin Lutowicz
- Physiotherapy Program, School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Ahmed Bilgasem
- Physiotherapy Program, School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Tyler Hastings
- Physiotherapy Program, School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Dina Brooks
- Physiotherapy Program, School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Julie Vaughan-Graham
- Department of Physical Therapy, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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Netzer O, Heimler B, Shur A, Behor T, Amedi A. Backward spatial perception can be augmented through a novel visual-to-auditory sensory substitution algorithm. Sci Rep 2021; 11:11944. [PMID: 34099756 PMCID: PMC8184900 DOI: 10.1038/s41598-021-88595-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 02/08/2021] [Indexed: 11/23/2022] Open
Abstract
Can humans extend and augment their natural perceptions during adulthood? Here, we address this fascinating question by investigating the extent to which it is possible to successfully augment visual spatial perception to include the backward spatial field (a region where humans are naturally blind) via other sensory modalities (i.e., audition). We thus developed a sensory-substitution algorithm, the “Topo-Speech” which conveys identity of objects through language, and their exact locations via vocal-sound manipulations, namely two key features of visual spatial perception. Using two different groups of blindfolded sighted participants, we tested the efficacy of this algorithm to successfully convey location of objects in the forward or backward spatial fields following ~ 10 min of training. Results showed that blindfolded sighted adults successfully used the Topo-Speech to locate objects on a 3 × 3 grid either positioned in front of them (forward condition), or behind their back (backward condition). Crucially, performances in the two conditions were entirely comparable. This suggests that novel spatial sensory information conveyed via our existing sensory systems can be successfully encoded to extend/augment human perceptions. The implications of these results are discussed in relation to spatial perception, sensory augmentation and sensory rehabilitation.
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Affiliation(s)
- Ophir Netzer
- The Cognitive Science Program, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Benedetta Heimler
- The Baruch Ivcher Institute for Brain, Cognition & Technology, The Baruch Ivcher School of Psychology, Interdisciplinary Center Herzliya, Herzeliya, Israel.,Department of Medical Neurobiology, Hebrew University of Jerusalem, Hadassah Ein-Kerem, Jerusalem, Israel.,Center of Advanced Technologies in Rehabilitation (CATR), Sheba Medical Center, Ramat Gan, Israel
| | - Amir Shur
- The Cognitive Science Program, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Tomer Behor
- The Cognitive Science Program, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Amir Amedi
- The Baruch Ivcher Institute for Brain, Cognition & Technology, The Baruch Ivcher School of Psychology, Interdisciplinary Center Herzliya, Herzeliya, Israel. .,Department of Medical Neurobiology, Hebrew University of Jerusalem, Hadassah Ein-Kerem, Jerusalem, Israel.
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Blindness and the Reliability of Downwards Sensors to Avoid Obstacles: A Study with the EyeCane. SENSORS 2021; 21:s21082700. [PMID: 33921202 PMCID: PMC8070041 DOI: 10.3390/s21082700] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 04/07/2021] [Accepted: 04/09/2021] [Indexed: 11/17/2022]
Abstract
Vision loss has dramatic repercussions on the quality of life of affected people, particularly with respect to their orientation and mobility. Many devices are available to help blind people to navigate in their environment. The EyeCane is a recently developed electronic travel aid (ETA) that is inexpensive and easy to use, allowing for the detection of obstacles lying ahead within a 2 m range. The goal of this study was to investigate the potential of the EyeCane as a primary aid for spatial navigation. Three groups of participants were recruited: early blind, late blind, and sighted. They were first trained with the EyeCane and then tested in a life-size obstacle course with four obstacles types: cube, door, post, and step. Subjects were requested to cross the corridor while detecting, identifying, and avoiding the obstacles. Each participant had to perform 12 runs with 12 different obstacles configurations. All participants were able to learn quickly to use the EyeCane and successfully complete all trials. Amongst the various obstacles, the step appeared to prove the hardest to detect and resulted in more collisions. Although the EyeCane was effective for detecting obstacles lying ahead, its downward sensor did not reliably detect those on the ground, rendering downward obstacles more hazardous for navigation.
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7
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Allison TS, Moritz J, Turk P, Stone-Roy LM. Lingual electrotactile discrimination ability is associated with the presence of specific connective tissue structures (papillae) on the tongue surface. PLoS One 2020; 15:e0237142. [PMID: 32764778 PMCID: PMC7413419 DOI: 10.1371/journal.pone.0237142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 07/21/2020] [Indexed: 11/19/2022] Open
Abstract
Electrical stimulation of nerve endings in the tongue can be used to communicate information to users and has been shown to be highly effective in sensory substitution applications. The anterior tip of the tongue has very small somatosensory receptive fields, comparable to those of the finger tips, allowing for precise two-point discrimination and high tactile sensitivity. However, perception of electrotactile stimuli varies significantly between users, and across the tongue surface. Despite this, previous studies all used uniform electrode grids to stimulate a region of the dorsal-medial tongue surface. In an effort to customize electrode layouts for individual users, and thus improve efficacy for sensory substitution applications, we investigated whether specific neuroanatomical and physiological features of the tongue are associated with enhanced ability to perceive active electrodes. Specifically, the study described here was designed to test whether fungiform papillae density and/or propylthiouracil sensitivity are positively or negatively associated with perceived intensity and/or discrimination ability for lingual electrotactile stimuli. Fungiform papillae number and distribution were determined for 15 participants and they were exposed to patterns of electrotactile stimulation (ETS) and asked to report perceived intensity and perceived number of stimuli. Fungiform papillae number and distribution were then compared to ETS characteristics using comprehensive and rigorous statistical analyses. Our results indicate that fungiform papillae density is correlated with enhanced discrimination ability for electrical stimuli. In contrast, papillae density, on average, is not correlated with perceived intensity of active electrodes. However, results for at least one participant suggest that further research is warranted. Our data indicate that propylthiouracil taster status is not related to ETS perceived intensity or discrimination ability. These data indicate that individuals with higher fungiform papillae number and density in the anterior medial tongue region may be better able to use lingual ETS for sensory substitution.
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Affiliation(s)
- Tyler S. Allison
- Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, United States of America
| | - Joel Moritz
- Department of Mechanical Engineering, Colorado State University, Fort Collins, Colorado, United States of America
- Sapien LLC, Fort Collins, Colorado, United States of America
| | - Philip Turk
- Department of Statistics, Colorado State University, Fort Collins, Colorado, United States of America
| | - Leslie M. Stone-Roy
- Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, United States of America
- * E-mail:
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Kirsch LP, Job X, Auvray M. Mixing up the Senses: Sensory Substitution Is Not a Form of Artificially Induced Synaesthesia. Multisens Res 2020; 34:297-322. [PMID: 33706280 DOI: 10.1163/22134808-bja10010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Accepted: 05/26/2020] [Indexed: 11/19/2022]
Abstract
Sensory Substitution Devices (SSDs) are typically used to restore functionality of a sensory modality that has been lost, like vision for the blind, by recruiting another sensory modality such as touch or audition. Sensory substitution has given rise to many debates in psychology, neuroscience and philosophy regarding the nature of experience when using SSDs. Questions first arose as to whether the experience of sensory substitution is represented by the substituted information, the substituting information, or a multisensory combination of the two. More recently, parallels have been drawn between sensory substitution and synaesthesia, a rare condition in which individuals involuntarily experience a percept in one sensory or cognitive pathway when another one is stimulated. Here, we explore the efficacy of understanding sensory substitution as a form of 'artificial synaesthesia'. We identify several problems with previous suggestions for a link between these two phenomena. Furthermore, we find that sensory substitution does not fulfil the essential criteria that characterise synaesthesia. We conclude that sensory substitution and synaesthesia are independent of each other and thus, the 'artificial synaesthesia' view of sensory substitution should be rejected.
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Affiliation(s)
- Louise P Kirsch
- Institut des Systèmes Intelligents et de Robotique (ISIR), Sorbonne Université, Paris, France
| | - Xavier Job
- Institut des Systèmes Intelligents et de Robotique (ISIR), Sorbonne Université, Paris, France
| | - Malika Auvray
- Institut des Systèmes Intelligents et de Robotique (ISIR), Sorbonne Université, Paris, France
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Carpenter CW, Malinao MG, Rafeedi TA, Rodriquez D, Melissa Tan ST, Root NB, Skelil K, Ramírez J, Polat B, Root SE, Ramachandran VS, Lipomi DJ. Electropneumotactile Stimulation: Multimodal Haptic Actuators Enabled by a Stretchable Conductive Polymer on Inflatable Pockets. ADVANCED MATERIALS TECHNOLOGIES 2020; 5:1901119. [PMID: 32905479 PMCID: PMC7469953 DOI: 10.1002/admt.201901119] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 04/14/2020] [Indexed: 05/30/2023]
Abstract
This paper describes a type of haptic device that delivers two modes of stimulation simultaneously and at the same locations on the skin. The two modes of stimulation are mechanical (delivered pneumatically by inflatable air pockets embedded within a silicone elastomer) and electrical (delivered by a conductive polymer). The key enabling aspect of this work is the use of a highly plasticized conductive polymer based on poly(3,4-ethylenedioxythiphene) (PEDOT) blended with elastomeric polyurethane (PU). To fabricate the "electropneumotactile" device, the polymeric electrodes are overlaid directly on top of the elastomeric pneumatic actuator pockets. Co-placement of the pneumatic actuators and the electrotactile electrodes is enabled by the stretchability of the PEDOT:OTs/PU blend, allowing the electrotactiles to conform to underlying pneumatic pockets under deformation. The blend of PEDOT and PU has a Young's modulus of ~150 MPa with little degradation in conductivity following repeated inflation of the air pockets. The ability to perceive simultaneous delivery of two sensations to the same location on the skin are supported by experiments using human subjects. These results show that participants can successfully detect the location of pneumatic stimulation and whether electrotactile stimulation is delivered (yes/no) at a rate significantly above chance (mean accuracy = 94%).
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Affiliation(s)
- Cody W. Carpenter
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Marigold G. Malinao
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Tarek A. Rafeedi
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Daniel Rodriquez
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Siew Ting Melissa Tan
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Nicholas B. Root
- Department of Psychology, University of California, San Diego, 9500 Gilman Drive, Mail Code 0109, La Jolla, CA 92093-0109
| | - Kyle Skelil
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Julian Ramírez
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Beril Polat
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Samuel E. Root
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
| | - Vilayanur S. Ramachandran
- Department of Psychology, University of California, San Diego, 9500 Gilman Drive, Mail Code 0109, La Jolla, CA 92093-0109
| | - Darren J. Lipomi
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0448, La Jolla, CA 92093-0448
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Adair D, Truong D, Esmaeilpour Z, Gebodh N, Borges H, Ho L, Bremner JD, Badran BW, Napadow V, Clark VP, Bikson M. Electrical stimulation of cranial nerves in cognition and disease. Brain Stimul 2020; 13:717-750. [PMID: 32289703 PMCID: PMC7196013 DOI: 10.1016/j.brs.2020.02.019] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 02/13/2020] [Accepted: 02/17/2020] [Indexed: 02/06/2023] Open
Abstract
The cranial nerves are the pathways through which environmental information (sensation) is directly communicated to the brain, leading to perception, and giving rise to higher cognition. Because cranial nerves determine and modulate brain function, invasive and non-invasive cranial nerve electrical stimulation methods have applications in the clinical, behavioral, and cognitive domains. Among other neuromodulation approaches such as peripheral, transcranial and deep brain stimulation, cranial nerve stimulation is unique in allowing axon pathway-specific engagement of brain circuits, including thalamo-cortical networks. In this review we amalgamate relevant knowledge of 1) cranial nerve anatomy and biophysics; 2) evidence of the modulatory effects of cranial nerves on cognition; 3) clinical and behavioral outcomes of cranial nerve stimulation; and 4) biomarkers of nerve target engagement including physiology, electroencephalography, neuroimaging, and behavioral metrics. Existing non-invasive stimulation methods cannot feasibly activate the axons of only individual cranial nerves. Even with invasive stimulation methods, selective targeting of one nerve fiber type requires nuance since each nerve is composed of functionally distinct axon-types that differentially branch and can anastomose onto other nerves. None-the-less, precisely controlling stimulation parameters can aid in affecting distinct sets of axons, thus supporting specific actions on cognition and behavior. To this end, a rubric for reproducible dose-response stimulation parameters is defined here. Given that afferent cranial nerve axons project directly to the brain, targeting structures (e.g. thalamus, cortex) that are critical nodes in higher order brain networks, potent effects on cognition are plausible. We propose an intervention design framework based on driving cranial nerve pathways in targeted brain circuits, which are in turn linked to specific higher cognitive processes. State-of-the-art current flow models that are used to explain and design cranial-nerve-activating stimulation technology require multi-scale detail that includes: gross anatomy; skull foramina and superficial tissue layers; and precise nerve morphology. Detailed simulations also predict that some non-invasive electrical or magnetic stimulation approaches that do not intend to modulate cranial nerves per se, such as transcranial direct current stimulation (tDCS) and transcranial magnetic stimulation (TMS), may also modulate activity of specific cranial nerves. Much prior cranial nerve stimulation work was conceptually limited to the production of sensory perception, with individual titration of intensity based on the level of perception and tolerability. However, disregarding sensory emulation allows consideration of temporal stimulation patterns (axon recruitment) that modulate the tone of cortical networks independent of sensory cortices, without necessarily titrating perception. For example, leveraging the role of the thalamus as a gatekeeper for information to the cerebral cortex, preventing or enhancing the passage of specific information depending on the behavioral state. We show that properly parameterized computational models at multiple scales are needed to rationally optimize neuromodulation that target sets of cranial nerves, determining which and how specific brain circuitries are modulated, which can in turn influence cognition in a designed manner.
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Affiliation(s)
- Devin Adair
- Department of Biomedical Engineering, City College of New York, New York, NY, USA
| | - Dennis Truong
- Department of Biomedical Engineering, City College of New York, New York, NY, USA
| | - Zeinab Esmaeilpour
- Department of Biomedical Engineering, City College of New York, New York, NY, USA.
| | - Nigel Gebodh
- Department of Biomedical Engineering, City College of New York, New York, NY, USA
| | - Helen Borges
- Department of Biomedical Engineering, City College of New York, New York, NY, USA
| | - Libby Ho
- Department of Biomedical Engineering, City College of New York, New York, NY, USA
| | - J Douglas Bremner
- Department of Psychiatry & Behavioral Sciences and Radiology, Emory University School of Medicine, Atlanta, GA, USA; Atlanta VA Medical Center, Decatur, GA, USA
| | - Bashar W Badran
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Vitaly Napadow
- Martinos Center for Biomedical Imaging, Department of Radiology, MGH, Harvard medical school, Boston, MA, USA
| | - Vincent P Clark
- Psychology Clinical Neuroscience Center, Dept. Psychology, MSC03-2220, University of New Mexico, Albuquerque, NM, 87131, USA; Department of Psychology, University of New Mexico, Albuquerque, NM, 87131, USA; The Mind Research Network of the Lovelace Biomedical Research Institute, 1101 Yale Blvd. NE, Albuquerque, NM, 87106, USA
| | - Marom Bikson
- Department of Biomedical Engineering, City College of New York, New York, NY, USA.
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Keef CV, Kayser LV, Tronboll S, Carpenter CW, Root NB, Finn M, O’Connor TF, Abuhamdieh SN, Davies DM, Runser R, Meng YS, Ramachandran VS, Lipomi DJ. Virtual Texture Generated using Elastomeric Conductive Block Copolymer in Wireless Multimodal Haptic Glove. ADVANCED INTELLIGENT SYSTEMS (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2020; 2:2000018. [PMID: 32656536 PMCID: PMC7351316 DOI: 10.1002/aisy.202000018] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Indexed: 05/03/2023]
Abstract
Haptic devices are in general more adept at mimicking the bulk properties of materials than they are at mimicking the surface properties. This paper describes a haptic glove capable of producing sensations reminiscent of three types of near-surface properties: hardness, temperature, and roughness. To accomplish this mixed mode of stimulation, three types of haptic actuators were combined: vibrotactile motors, thermoelectric devices, and electrotactile electrodes made from a stretchable conductive polymer synthesized in our laboratory. This polymer consisted of a stretchable polyanion which served as a scaffold for the polymerization of poly(3,4-ethylenedioxythiophene) (PEDOT). The scaffold was synthesized using controlled radical polymerization to afford material of low dispersity, relatively high conductivity (0.1 S cm-1), and low impedance relative to metals. The glove was equipped with flex sensors to make it possible to control a robotic hand and a hand in virtual reality (VR). In psychophysical experiments, human participants were able to discern combinations of electrotactile, vibrotactile, and thermal stimulation in VR. Participants trained to associate these sensations with roughness, hardness, and temperature had an overall accuracy of 98%, while untrained participants had an accuracy of 85%. Sensations could similarly be conveyed using a robotic hand equipped with sensors for pressure and temperature.
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Affiliation(s)
- Colin V. Keef
- Department of Electrical and Computer Engineering,
University of California, San Diego, Mail Code 0407, La Jolla, CA 92093-0407
| | - Laure V. Kayser
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
| | - Stazia Tronboll
- Department of Electrical and Computer Engineering,
University of California, San Diego, Mail Code 0407, La Jolla, CA 92093-0407
| | - Cody W. Carpenter
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
| | - Nicholas B. Root
- Department of Psychology, University of California, San
Diego, Mail Code 0109, La Jolla, CA 92093-0109
| | - Mickey Finn
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
| | - Timothy F. O’Connor
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
| | - Sami N. Abuhamdieh
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
| | - Daniel M. Davies
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
| | - Rory Runser
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
| | - Y. Shirley Meng
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
| | - Vilayanur S. Ramachandran
- Department of Psychology, University of California, San
Diego, Mail Code 0109, La Jolla, CA 92093-0109
| | - Darren J. Lipomi
- Department of NanoEngineering and Program in Chemical
Engineering, University of California, San Diego, Mail Code 0448, La Jolla, CA
92093-0448
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12
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Pamir Z, Canoluk MU, Jung JH, Peli E. Poor resolution at the back of the tongue is the bottleneck for spatial pattern recognition. Sci Rep 2020; 10:2435. [PMID: 32051455 PMCID: PMC7015888 DOI: 10.1038/s41598-020-59102-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 01/24/2020] [Indexed: 11/09/2022] Open
Abstract
Spatial patterns presented on the tongue using electro-tactile sensory substitution devices (SSDs) have been suggested to be recognized better by tracing the pattern with the tip of the tongue. We examined if the functional benefit of tracing is overcoming the poor sensitivity or low spatial resolution at the back of the tongue or alternatively compensating for limited information processing capacity by fixating on a segment of the spatial pattern at a time. Using a commercially available SSD, the BrainPort, we compared letter recognition performance in three presentation modes; tracing, static, and drawing. Stimulation intensity was either constant or increased from the tip to the back of the tongue to partially compensate for the decreasing sensitivity. Recognition was significantly better for tracing, compared to static and drawing conditions. Confusion analyses showed that letters were confused based on their characteristics presented near the tip in static and drawing conditions. The results suggest that recognition performance is limited by the poor spatial resolution at the back of the tongue, and tracing seems to be an effective strategy to overcome this. Compensating for limited information processing capacity or poor sensitivity by drawing or increasing intensity at the back, respectively, does not improve the performance.
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Affiliation(s)
- Zahide Pamir
- The Schepens Eye Research Institute of Mass. Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA.
| | - M Umut Canoluk
- The Schepens Eye Research Institute of Mass. Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
| | - Jae-Hyun Jung
- The Schepens Eye Research Institute of Mass. Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
| | - Eli Peli
- The Schepens Eye Research Institute of Mass. Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
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13
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Buimer H, Schellens R, Kostelijk T, Nemri A, Zhao Y, Van der Geest T, Van Wezel R. Opportunities and Pitfalls in Applying Emotion Recognition Software for Persons With a Visual Impairment: Simulated Real Life Conversations. JMIR Mhealth Uhealth 2019; 7:e13722. [PMID: 31750838 PMCID: PMC6895890 DOI: 10.2196/13722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 07/12/2019] [Accepted: 07/19/2019] [Indexed: 11/17/2022] Open
Abstract
Background A large part of the communication cues exchanged between persons is nonverbal. Persons with a visual impairment are often unable to perceive these cues, such as gestures or facial expression of emotions. In a previous study, we have determined that visually impaired persons can increase their ability to recognize facial expressions of emotions from validated pictures and videos by using an emotion recognition system that signals vibrotactile cues associated with one of the six basic emotions. Objective The aim of this study was to determine whether the previously tested emotion recognition system worked equally well in realistic situations and under controlled laboratory conditions. Methods The emotion recognition system consists of a camera mounted on spectacles, a tablet running facial emotion recognition software, and a waist belt with vibrotactile stimulators to provide haptic feedback representing Ekman’s six universal emotions. A total of 8 visually impaired persons (4 females and 4 males; mean age 46.75 years, age range 28-66 years) participated in two training sessions followed by one experimental session. During the experiment, participants engaged in two 15 minute conversations, in one of which they wore the emotion recognition system. To conclude the study, exit interviews were conducted to assess the experiences of the participants. Due to technical issues with the registration of the emotion recognition software, only 6 participants were included in the video analysis. Results We found that participants were quickly able to learn, distinguish, and remember vibrotactile signals associated with the six emotions. A total of 4 participants felt that they were able to use the vibrotactile signals in the conversation. Moreover, 5 out of the 6 participants had no difficulties in keeping the camera focused on the conversation partner. The emotion recognition was very accurate in detecting happiness but performed unsatisfactorily in recognizing the other five universal emotions. Conclusions The system requires some essential improvements in performance and wearability before it is ready to support visually impaired persons in their daily life interactions. Nevertheless, the participants saw potential in the system as an assistive technology, assuming their user requirements can be met.
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Affiliation(s)
- Hendrik Buimer
- Department of Biophysics, Radboud University, Nijmegen, Netherlands.,Department of Biomedical Signals and Systems, University of Twente, Enschede, Netherlands
| | - Renske Schellens
- Department of Biophysics, Radboud University, Nijmegen, Netherlands
| | | | - Abdellatif Nemri
- Department of Biomedical Signals and Systems, University of Twente, Enschede, Netherlands
| | - Yan Zhao
- Department of Biomedical Signals and Systems, University of Twente, Enschede, Netherlands
| | - Thea Van der Geest
- Center IT + Media, Hogeschool van Arnhem en Nijmegen University of Applied Sciences, Arnhem, Netherlands
| | - Richard Van Wezel
- Department of Biophysics, Radboud University, Nijmegen, Netherlands.,Department of Biomedical Signals and Systems, University of Twente, Enschede, Netherlands
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14
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Remsik AB, Williams L, Gjini K, Dodd K, Thoma J, Jacobson T, Walczak M, McMillan M, Rajan S, Young BM, Nigogosyan Z, Advani H, Mohanty R, Tellapragada N, Allen J, Mazrooyisebdani M, Walton LM, van Kan PLE, Kang TJ, Sattin JA, Nair VA, Edwards DF, Williams JC, Prabhakaran V. Ipsilesional Mu Rhythm Desynchronization and Changes in Motor Behavior Following Post Stroke BCI Intervention for Motor Rehabilitation. Front Neurosci 2019; 13:53. [PMID: 30899211 PMCID: PMC6417367 DOI: 10.3389/fnins.2019.00053] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 01/21/2019] [Indexed: 01/26/2023] Open
Abstract
Loss of motor function is a common deficit following stroke insult and often manifests as persistent upper extremity (UE) disability which can affect a survivor's ability to participate in activities of daily living. Recent research suggests the use of brain-computer interface (BCI) devices might improve UE function in stroke survivors at various times since stroke. This randomized crossover-controlled trial examines whether intervention with this BCI device design attenuates the effects of hemiparesis, encourages reorganization of motor related brain signals (EEG measured sensorimotor rhythm desynchronization), and improves movement, as measured by the Action Research Arm Test (ARAT). A sample of 21 stroke survivors, presenting with varied times since stroke and levels of UE impairment, received a maximum of 18-30 h of intervention with a novel electroencephalogram-based BCI-driven functional electrical stimulator (EEG-BCI-FES) device. Driven by spectral power recordings from contralateral EEG electrodes during cued attempted grasping of the hand, the user's input to the EEG-BCI-FES device modulates horizontal movement of a virtual cursor and also facilitates concurrent stimulation of the impaired UE. Outcome measures of function and capacity were assessed at baseline, mid-therapy, and at completion of therapy while EEG was recorded only during intervention sessions. A significant increase in r-squared values [reflecting Mu rhythm (8-12 Hz) desynchronization as the result of attempted movements of the impaired hand] presented post-therapy compared to baseline. These findings suggest that intervention corresponds with greater desynchronization of Mu rhythm in the ipsilesional hemisphere during attempted movements of the impaired hand and this change is related to changes in behavior as a result of the intervention. BCI intervention may be an effective way of addressing the recovery of a stroke impaired UE and studying neuromechanical coupling with motor outputs. Clinical Trial Registration: ClinicalTrials.gov, identifier NCT02098265.
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Affiliation(s)
- Alexander B. Remsik
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Kinesiology, University of Wisconsin–Madison, Madison, WI, United States
- Institute for Clinical and Translational Research, University of Wisconsin–Madison, Madison, WI, United States
| | - Leroy Williams
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Educational Psychology, University of Wisconsin–Madison, Madison, WI, United States
- Center for Women’s Health Research, University of Wisconsin–Madison, Madison, WI, United States
| | - Klevest Gjini
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Neurology, University of Wisconsin–Madison, Madison, WI, United States
| | - Keith Dodd
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Biomedical Engineering, University of Wisconsin–Madison, Madison, WI, United States
| | - Jaclyn Thoma
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Tyler Jacobson
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Matt Walczak
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
| | - Matthew McMillan
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Biomedical Engineering, University of Wisconsin–Madison, Madison, WI, United States
| | - Shruti Rajan
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Psychology, University of Wisconsin–Madison, Madison, WI, United States
| | - Brittany M. Young
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Institute for Clinical and Translational Research, University of Wisconsin–Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
- Clinical Neuroengineering Training Program, University of Wisconsin–Madison, Madison, WI, United States
- Medical Scientist Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Zack Nigogosyan
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
| | - Hemali Advani
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
| | - Rosaleena Mohanty
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Electrical and Computer Engineering, University of Wisconsin–Madison, Madison, WI, United States
| | - Neelima Tellapragada
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
| | - Janerra Allen
- Department of Materials Science and Engineering, University of Wisconsin–Madison, Madison, WI, United States
| | | | - Leo M. Walton
- Department of Biomedical Engineering, University of Wisconsin–Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Peter L. E. van Kan
- Department of Kinesiology, University of Wisconsin–Madison, Madison, WI, United States
| | - Theresa J. Kang
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Neurology, University of Wisconsin–Madison, Madison, WI, United States
| | - Justin A. Sattin
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Veena A. Nair
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
| | | | - Justin C. Williams
- Department of Biomedical Engineering, University of Wisconsin–Madison, Madison, WI, United States
- Department of Neurological Surgery, University of Wisconsin–Madison, Madison, WI, United States
| | - Vivek Prabhakaran
- Department of Radiology, University of Wisconsin–Madison, Madison, WI, United States
- Department of Neurology, University of Wisconsin–Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
- Department of Psychology, University of Wisconsin–Madison, Madison, WI, United States
- Medical Scientist Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
- Department of Psychiatry, University of Wisconsin–Madison, Madison, WI, United States
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15
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A simulation environment for studying transcutaneous electrotactile stimulation. PLoS One 2019; 14:e0212479. [PMID: 30794630 PMCID: PMC6386484 DOI: 10.1371/journal.pone.0212479] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 02/05/2019] [Indexed: 11/19/2022] Open
Abstract
Transcutaneous electrical nerve stimulation (TENS) allows the artificial excitation of nerve fibres by applying electric-current pulses through electrodes on the skin's surface. This work involves the development of a simulation environment that can be used for studying transcutaneous electrotactile stimulation and its dependence on electrode layout and excitation patterns. Using an eight-electrode array implementation, it is shown how nerves located at different depths and with different orientations respond to specific injected currents, allowing the replication of already reported experimental findings and the creation of new hypotheses about the tactile sensations associated with certain stimulation patterns. The simulation consists of a finite element model of a human finger used to calculate the distribution of the electric potential in the finger tissues neglecting capacitive effects, and a cable model to calculate the excitation/inhibition of action potentials in each nerve.
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16
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Remsik AB, Dodd K, Williams L, Thoma J, Jacobson T, Allen JD, Advani H, Mohanty R, McMillan M, Rajan S, Walczak M, Young BM, Nigogosyan Z, Rivera CA, Mazrooyisebdani M, Tellapragada N, Walton LM, Gjini K, van Kan PL, Kang TJ, Sattin JA, Nair VA, Edwards DF, Williams JC, Prabhakaran V. Behavioral Outcomes Following Brain-Computer Interface Intervention for Upper Extremity Rehabilitation in Stroke: A Randomized Controlled Trial. Front Neurosci 2018; 12:752. [PMID: 30467461 PMCID: PMC6235950 DOI: 10.3389/fnins.2018.00752] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 09/28/2018] [Indexed: 01/07/2023] Open
Abstract
Stroke is a leading cause of persistent upper extremity (UE) motor disability in adults. Brain-computer interface (BCI) intervention has demonstrated potential as a motor rehabilitation strategy for stroke survivors. This sub-analysis of ongoing clinical trial (NCT02098265) examines rehabilitative efficacy of this BCI design and seeks to identify stroke participant characteristics associated with behavioral improvement. Stroke participants (n = 21) with UE impairment were assessed using Action Research Arm Test (ARAT) and measures of function. Nine participants completed three assessments during the experimental BCI intervention period and at 1-month follow-up. Twelve other participants first completed three assessments over a parallel time-matched control period and then crossed over into the BCI intervention condition 1-month later. Participants who realized positive change (≥1 point) in total ARAT performance of the stroke affected UE between the first and third assessments of the intervention period were dichotomized as "responders" (<1 = "non-responders") and similarly analyzed. Of the 14 participants with room for ARAT improvement, 64% (9/14) showed some positive change at completion and approximately 43% (6/14) of the participants had changes of minimal detectable change (MDC = 3 pts) or minimally clinical important difference (MCID = 5.7 points). Participants with room for improvement in the primary outcome measure made significant mean gains in ARATtotal score at completion (ΔARATtotal = 2, p = 0.028) and 1-month follow-up (ΔARATtotal = 3.4, p = 0.0010), controlling for severity, gender, chronicity, and concordance. Secondary outcome measures, SISmobility, SISadl, SISstrength, and 9HPTaffected, also showed significant improvement over time during intervention. Participants in intervention through follow-up showed a significantly increased improvement rate in SISstrength compared to controls (p = 0.0117), controlling for severity, chronicity, gender, as well as the individual effects of time and intervention type. Participants who best responded to BCI intervention, as evaluated by ARAT score improvement, showed significantly increased outcome values through completion and follow-up for SISmobility (p = 0.0002, p = 0.002) and SISstrength (p = 0.04995, p = 0.0483). These findings may suggest possible secondary outcome measure patterns indicative of increased improvement resulting from this BCI intervention regimen as well as demonstrating primary efficacy of this BCI design for treatment of UE impairment in stroke survivors. Clinical Trial Registration: ClinicalTrials.gov, NCT02098265.
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Affiliation(s)
- Alexander B. Remsik
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Kinesiology, University of Wisconsin – Madison, Madison, WI, United States
- Institute for Clinical and Translational Research, University of Wisconsin – Madison, Madison, WI, United States
| | - Keith Dodd
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Biomedical Engineering, University of Wisconsin – Madison, Madison, WI, United States
| | - Leroy Williams
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Educational Psychology, University of Wisconsin – Madison, Madison, WI, United States
- Center for Women’s Health Research, University of Wisconsin – Madison, Madison, WI, United States
| | - Jaclyn Thoma
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Tyler Jacobson
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Janerra D. Allen
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Materials Science and Engineering, University of Wisconsin – Madison, Madison, WI, United States
| | - Hemali Advani
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
| | - Rosaleena Mohanty
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Electrical and Computer Engineering, University of Wisconsin – Madison, Madison, WI, United States
| | - Matt McMillan
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Biomedical Engineering, University of Wisconsin – Madison, Madison, WI, United States
| | - Shruti Rajan
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Psychology, University of Wisconsin – Madison, Madison, WI, United States
| | - Matt Walczak
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
| | - Brittany M. Young
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Institute for Clinical and Translational Research, University of Wisconsin – Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
- Clinical Neuroengineering Training Program, University of Wisconsin – Madison, Madison, WI, United States
- Medical Scientist Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Zack Nigogosyan
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
| | - Cameron A. Rivera
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
| | | | - Neelima Tellapragada
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
| | - Leo M. Walton
- Department of Biomedical Engineering, University of Wisconsin – Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Klevest Gjini
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Neurology, University of Wisconsin – Madison, Madison, WI, United States
| | - Peter L.E. van Kan
- Department of Kinesiology, University of Wisconsin – Madison, Madison, WI, United States
| | - Theresa J. Kang
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Neurology, University of Wisconsin – Madison, Madison, WI, United States
| | - Justin A. Sattin
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Veena A. Nair
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
| | - Dorothy Farrar Edwards
- Department of Kinesiology, University of Wisconsin – Madison, Madison, WI, United States
| | - Justin C. Williams
- Department of Kinesiology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Neurological Surgery, University of Wisconsin – Madison, Madison, WI, United States
| | - Vivek Prabhakaran
- Department of Radiology, University of Wisconsin – Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
- Department of Psychology, University of Wisconsin – Madison, Madison, WI, United States
- Medical Scientist Training Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
- Department of Neurology, University of Wisconsin – Madison, Madison, WI, United States
- Department of Psychiatry, University of Wisconsin – Madison, Madison, WI, United States
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17
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Moreau-Gaudry A, Chenu O, Dang MV, Bosson JL, Hommel M, Demongeot J, Cannard F, Diot B, Prince A, Hughes C, Vuillerme N, Payan Y. Reduction of Prolonged Excessive Pressure in Seated Persons With Paraplegia Using Wireless Lingual Tactile Feedback: A Randomized Controlled Trial. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM 2018; 6:2100611. [PMID: 29984117 PMCID: PMC6033051 DOI: 10.1109/jtehm.2018.2842746] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 04/26/2018] [Accepted: 05/25/2018] [Indexed: 11/10/2022]
Abstract
Pressure ulcers (PU) are known to be a high-cost disease with a risk of severe morbidity. This paper evaluates a new clinical strategy based on an innovative medical device [Tongue Display Unit (TDU)] that implements perceptive supplementation in order to reduce prolonged excessive pressure, recognized as one of the main causes of PU. A randomized, controlled, and parallel-group trial was carried out with 12 subjects with spinal cord injuries (SCI). Subjects were assigned to the control (without TDU, [Formula: see text]) or intervention (with TDU, [Formula: see text]) group. Each subject took part in two sessions, during which the subject, seated on a pressure map sensor, watched a movie for one hour. The TDU was activated during the second session of the intervention group. Intention-to-treat analysis showed that the improvement in adequate weight shifting between the two sessions was higher in the intervention group (0.84 [0.24; 0.89]) than in the control group (0.01 [-0.01; 0.09]; [Formula: see text]) and that the ratio of prolonged excessive pressure between the two sessions was lower in the intervention group (0.74 [0.37; 1.92]) than in the control group (1.72 [1.32; 2.56]; [Formula: see text]). The pressure map sensor was evaluated as being convenient for use in daily life; however, this was not the case for the TDU. This paper shows that persons with SCI could benefit from a system based on perceptive supplementation that alerts and guides the user on how to adapt their posture in order to reduce prolonged excessive pressure, one of the main causes of PU.
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Affiliation(s)
- A Moreau-Gaudry
- INSERM CIC 140638000GrenobleFrance.,Grenoble Alpes University Hospital38700La TroncheFrance.,Université Grenoble Alpes, TIMC-IMAG38400GrenobleFrance.,CNRSTIMC-IMAG38706La TroncheFrance
| | - O Chenu
- TexiSense S.A. Company71300Montceau-les-minesFrance
| | - M V Dang
- Centre Hospitalier de Saint-Laurent-du-Pont38380Saint-Laurent-du-PontFrance
| | - J-L Bosson
- INSERM CIC 140638000GrenobleFrance.,Grenoble Alpes University Hospital38700La TroncheFrance.,Université Grenoble Alpes, TIMC-IMAG38400GrenobleFrance.,CNRSTIMC-IMAG38706La TroncheFrance
| | - M Hommel
- INSERM CIC 140638000GrenobleFrance.,Grenoble Alpes University Hospital38700La TroncheFrance
| | - J Demongeot
- Université Grenoble Alpes, TIMC-IMAG38400GrenobleFrance.,Institut Universitaire de France75231ParisFrance
| | - F Cannard
- TexiSense S.A. Company71300Montceau-les-minesFrance
| | - B Diot
- IDS S.A.71300Montceau-les-minesFrance
| | - A Prince
- Clinique du Grésivaudan38700La TroncheFrance
| | - C Hughes
- INSERM CIC 140638000GrenobleFrance.,Université Grenoble Alpes, CIC 140638000GrenobleFrance.,Grenoble Alpes University Hospital, CIC 140638000GrenobleFrance
| | - N Vuillerme
- Institut Universitaire de France75231ParisFrance.,Université Grenoble Alpes, AEGIS38400GrenobleFrance
| | - Y Payan
- Université Grenoble Alpes, TIMC-IMAG38400GrenobleFrance.,CNRSTIMC-IMAG38706La TroncheFrance
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18
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Dong W, Wang Y, Zhou Y, Bai Y, Ju Z, Guo J, Gu G, Bai K, Ouyang G, Chen S, Zhang Q, Huang Y. Soft human–machine interfaces: design, sensing and stimulation. INTERNATIONAL JOURNAL OF INTELLIGENT ROBOTICS AND APPLICATIONS 2018. [DOI: 10.1007/s41315-018-0060-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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Buimer HP, Bittner M, Kostelijk T, van der Geest TM, Nemri A, van Wezel RJA, Zhao Y. Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device. PLoS One 2018; 13:e0194737. [PMID: 29584738 PMCID: PMC5870993 DOI: 10.1371/journal.pone.0194737] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 03/08/2018] [Indexed: 11/18/2022] Open
Abstract
In face-to-face social interactions, blind and visually impaired persons (VIPs) lack access to nonverbal cues like facial expressions, body posture, and gestures, which may lead to impaired interpersonal communication. In this study, a wearable sensory substitution device (SSD) consisting of a head mounted camera and a haptic belt was evaluated to determine whether vibrotactile cues around the waist could be used to convey facial expressions to users and whether such a device is desired by VIPs for use in daily living situations. Ten VIPs (mean age: 38.8, SD: 14.4) and 10 sighted persons (SPs) (mean age: 44.5, SD: 19.6) participated in the study, in which validated sets of pictures, silent videos, and videos with audio of facial expressions were presented to the participant. A control measurement was first performed to determine how accurately participants could identify facial expressions while relying on their functional senses. After a short training, participants were asked to determine facial expressions while wearing the emotion feedback system. VIPs using the device showed significant improvements in their ability to determine which facial expressions were shown. A significant increase in accuracy of 44.4% was found across all types of stimuli when comparing the scores of the control (mean±SEM: 35.0±2.5%) and supported (mean±SEM: 79.4±2.1%) phases. The greatest improvements achieved with the support of the SSD were found for silent stimuli (68.3% for pictures and 50.8% for silent videos). SPs also showed consistent, though not statistically significant, improvements while supported. Overall, our study shows that vibrotactile cues are well suited to convey facial expressions to VIPs in real-time. Participants became skilled with the device after a short training session. Further testing and development of the SSD is required to improve its accuracy and aesthetics for potential daily use.
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Affiliation(s)
- Hendrik P. Buimer
- Department of Biomedical Signals and Systems, MIRA Institute, University of Twente, Enschede, The Netherlands
- Department of Biophysics, Donders Institute, Radboud University, Nijmegen, The Netherlands
- * E-mail:
| | - Marian Bittner
- Department of Biomedical Signals and Systems, MIRA Institute, University of Twente, Enschede, The Netherlands
| | | | - Thea M. van der Geest
- Department of Media, Communication, & Organization, University of Twente, Enschede, The Netherlands
- Department of Media and Design, HAN University of Applied Sciences, Arnhem, The Netherlands
| | - Abdellatif Nemri
- Department of Biomedical Signals and Systems, MIRA Institute, University of Twente, Enschede, The Netherlands
| | - Richard J. A. van Wezel
- Department of Biomedical Signals and Systems, MIRA Institute, University of Twente, Enschede, The Netherlands
- Department of Biophysics, Donders Institute, Radboud University, Nijmegen, The Netherlands
| | - Yan Zhao
- Department of Biomedical Signals and Systems, MIRA Institute, University of Twente, Enschede, The Netherlands
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Moritz J, Turk P, Williams JD, Stone-Roy LM. Perceived Intensity and Discrimination Ability for Lingual Electrotactile Stimulation Depends on Location and Orientation of Electrodes. Front Hum Neurosci 2017; 11:186. [PMID: 28484380 PMCID: PMC5399529 DOI: 10.3389/fnhum.2017.00186] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 03/29/2017] [Indexed: 11/13/2022] Open
Abstract
Malfunctioning sensory systems can severely impact quality of life and repair is not always possible. One solution, called sensory substitution, is to use another sensory system to bring lost information to the brain. This approach often involves the use of bioengineered devices that electrically stimulate somatosensory fibers. Interestingly, the tongue is an ideal location for electrotactile stimulation due to its dense innervation, moisture, and protected environment. Success with transmitting visual and vestibular information through the tongue indicates promise for future applications. However, sensitivity and discrimination ability varies between individuals and across the tongue surface complicating efforts to produce reliable and consistent sensations. The goals of the present study were to investigate these differences more precisely to better understand the mechanosensory innervation of the tongue so that future electrotactile devices can be designed more effectively. Specifically, we tested whether stimulation of certain regions of the tongue consistently result in better perception, whether the spacing of stimulating electrodes affects perceived intensity, and whether the orientation of electrodes affects perceived intensity and discrimination. To test these hypotheses, we built a custom tongue stimulation device, recruited 25 participants, and collected perceived intensity and discrimination data. We then subjected the data to thorough statistical analyses. Consistent with previous studies, we found that stimulation of the anterior medial tongue region was perceived as more intense than stimulation of lateral and posterior regions. This region also had the best discrimination ability for electrodes. Dividing the stimulated tongue area into 16 distinct regions allowed us to compare perception ability between anterior and posterior regions, medial and lateral regions, and the left and right sides of the tongue. Stimulation of the most anterior and medial tongue resulted in the highest perceived intensity and the best discrimination ability. Most individuals were able to perceive and discriminate electrotactile stimulation better on one side of the tongue, and orientation of stimulating electrodes affected perception. In conclusion, the present studies reveal new information about the somatosensory innervation of the tongue and will assist the design of future electrotactile tongue stimulation devices that will help provide sensory information to people with damaged sensory systems.
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Affiliation(s)
- Joel Moritz
- Department of Mechanical Engineering, Colorado State UniversityFort Collins, CO, USA
| | - Philip Turk
- Department of Statistics, Colorado State UniversityFort Collins, CO, USA
| | - John D Williams
- Department of Mechanical Engineering, Colorado State UniversityFort Collins, CO, USA
| | - Leslie M Stone-Roy
- Department of Biomedical Sciences, Colorado State UniversityFort Collins, CO, USA
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Hamlin RP. "The Gaze Heuristic:" Biography of an Adaptively Rational Decision Process. Top Cogn Sci 2017; 9:264-288. [PMID: 28220988 DOI: 10.1111/tops.12253] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 10/13/2016] [Accepted: 10/13/2016] [Indexed: 12/17/2022]
Abstract
This article is a case study that describes the natural and human history of the gaze heuristic. The gaze heuristic is an interception heuristic that utilizes a single input (deviation from a constant angle of approach) repeatedly as a task is performed. Its architecture, advantages, and limitations are described in detail. A history of the gaze heuristic is then presented. In natural history, the gaze heuristic is the only known technique used by predators to intercept prey. In human history the gaze heuristic was discovered accidentally by Royal Air Force (RAF) fighter command just prior to World War II. As it was never discovered by the Luftwaffe, the technique conferred a decisive advantage upon the RAF throughout the war. After the end of the war in America, German technology was combined with the British heuristic to create the Sidewinder AIM9 missile, the most successful autonomous weapon ever built. There are no plans to withdraw it or replace its guiding gaze heuristic. The case study demonstrates that the gaze heuristic is a specific heuristic type that takes a single best input at the best time (take the best2 ). Its use is an adaptively rational response to specific, rapidly evolving decision environments that has allowed those animals/humans/machines who use it to survive, prosper, and multiply relative to those who do not.
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Leonard G. Noninvasive tongue stimulation combined with intensive cognitive and physical rehabilitation induces neuroplastic changes in patients with multiple sclerosis: A multimodal neuroimaging study. Mult Scler J Exp Transl Clin 2017; 3:2055217317690561. [PMID: 28607750 PMCID: PMC5466147 DOI: 10.1177/2055217317690561] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Accepted: 12/23/2016] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Multiple sclerosis (MS) patients have central nervous system (CNS) lesions that may impede cognitive and sensorimotor function. Few rehabilitative therapies are available. OBJECTIVES The objective of this paper is to study effects of noninvasive tongue stimulation using the Portable Neuromodulation Stimulator (PoNS™) combined with intensive cognitive and physical rehabilitation on working memory, gait, balance and concomitant changes in the brain. METHODS Fourteen MS patients, seven each in an active and a sham stimulation group, participated. Participants received intensive physical therapy and working memory training for 14 weeks. Functional magnetic resonance imaging (fMRI) using motor imagery and working-memory tasks were completed prior to and following therapy, as were sensory organization tests (SOT), motor performance measures, and neuropsychological assessment. RESULTS On the SOT, the active group showed significant improvement from baseline. fMRI revealed significant blood oxygen level-dependent signal changes in the left primary motor cortex for the Active Group, while the sham group had increased activity in bilateral premotor cortices. All individuals improved on working-memory tasks, but only the active group showed increased dorsolateral prefrontal cortex activity. CONCLUSIONS In this cohort of MS patients, the results suggest that PoNS stimulation can enhance motor performance and working memory while also driving neuroplasticity. Further studies are warranted to explore these findings.
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Affiliation(s)
- Gabriel Leonard
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Canada; Cognitive Neuroscience, Montreal Neurological Institute, Canada
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Stronks HC, Mitchell EB, Nau AC, Barnes N. Visual task performance in the blind with the BrainPort V100 Vision Aid. Expert Rev Med Devices 2016; 13:919-931. [DOI: 10.1080/17434440.2016.1237287] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- H. Christiaan Stronks
- Department of Otorhinolaryngology, Leiden University Medical Centre, Leiden, The Netherlands
- Smart Vision Systems Research Group, Data61, CSIRO, Canberra, Australia
- Department of Neuroscience, The John Curtin School of Medical Research, Australian National University, Canberra, Australia
| | - Ellen B. Mitchell
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Children’s Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| | | | - Nick Barnes
- Smart Vision Systems Research Group, Data61, CSIRO, Canberra, Australia
- Research School of Engineering, College of Engineering and Computer Science, Australian National University, Canberra, Australia
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Devices for visually impaired people: High technological devices with low user acceptance and no adaptability for children. Neurosci Biobehav Rev 2016; 69:79-88. [DOI: 10.1016/j.neubiorev.2016.06.043] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2015] [Revised: 06/01/2016] [Accepted: 06/16/2016] [Indexed: 11/23/2022]
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Markovitz CD, Smith BT, Gloeckner CD, Lim HH. Investigating a new neuromodulation treatment for brain disorders using synchronized activation of multimodal pathways. Sci Rep 2015; 5:9462. [PMID: 25804410 PMCID: PMC4372796 DOI: 10.1038/srep09462] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Accepted: 03/06/2015] [Indexed: 11/21/2022] Open
Abstract
Neuromodulation is an increasingly accepted treatment for neurological and psychiatric disorders but is limited by its invasiveness or its inability to target deep brain structures using noninvasive techniques. We propose a new concept called Multimodal Synchronization Therapy (mSync) for achieving targeted activation of the brain via noninvasive and precisely timed activation of auditory, visual, somatosensory, motor, cognitive, and limbic pathways. In this initial study in guinea pigs, we investigated mSync using combined activation of just the auditory and somatosensory pathways, which induced differential and timing dependent plasticity in neural firing within deep brain and cortical regions of the auditory system. Furthermore, by varying the location of somatosensory stimulation across the body, we increased or decreased spiking activity across different neurons. These encouraging results demonstrate the feasibility of systematically modulating the brain using mSync. Considering that hearing disorders such as tinnitus and hyperacusis have been linked to abnormal and hyperactive firing patterns within the auditory system, these results open up the possibility for using mSync to decrease this pathological activity by varying stimulation parameters. Incorporating multiple types of pathways beyond just auditory and somatosensory inputs and using other activation patterns may enable treatment of various brain disorders.
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Affiliation(s)
- Craig D Markovitz
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN USA
| | - Benjamin T Smith
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN USA
| | - Cory D Gloeckner
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN USA
| | - Hubert H Lim
- 1] Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN USA [2] Department of Otolaryngology-Head and Neck Surgery, University of Minnesota, Minneapolis, MN USA [3] Institute for Translational Neuroscience, University of Minnesota, Minneapolis, MN USA
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Chisholm AE, Malik RN, Blouin JS, Borisoff J, Forwell S, Lam T. Feasibility of sensory tongue stimulation combined with task-specific therapy in people with spinal cord injury: a case study. J Neuroeng Rehabil 2014; 11:96. [PMID: 24906679 PMCID: PMC4057581 DOI: 10.1186/1743-0003-11-96] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 06/02/2014] [Indexed: 11/30/2022] Open
Abstract
Background Previous evidence suggests the effects of task-specific therapy can be further enhanced when sensory stimulation is combined with motor practice. Sensory tongue stimulation is thought to facilitate activation of regions in the brain that are important for balance and gait. Improvements in balance and gait have significant implications for functional mobility for people with incomplete spinal cord injury (iSCI). The aim of this case study was to evaluate the feasibility of a lab- and home-based program combining sensory tongue stimulation with balance and gait training on functional outcomes in people with iSCI. Methods Two male participants (S1 and S2) with chronic motor iSCI completed 12 weeks of balance and gait training (3 lab and 2 home based sessions per week) combined with sensory tongue stimulation using the Portable Neuromodulation Stimulator (PoNS). Laboratory based training involved 20 minutes of standing balance with eyes closed and 30 minutes of body-weight support treadmill walking. Home based sessions consisted of balancing with eyes open and walking with parallel bars or a walker for up to 20 minutes each. Subjects continued daily at-home training for an additional 12 weeks as follow-up. Results Both subjects were able to complete a minimum of 83% of the training sessions. Standing balance with eyes closed increased from 0.2 to 4.0 minutes and 0.0 to 0.2 minutes for S1 and S2, respectively. Balance confidence also improved at follow-up after the home-based program. Over ground walking speed improved by 0.14 m/s for S1 and 0.07 m/s for S2, and skilled walking function improved by 60% and 21% for S1 and S2, respectively. Conclusions Sensory tongue stimulation combined with task-specific training may be a feasible method for improving balance and gait in people with iSCI. Our findings warrant further controlled studies to determine the added benefits of sensory tongue stimulation to rehabilitation training.
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Affiliation(s)
- Amanda E Chisholm
- School of Kinesiology, University of British Columbia, Vancouver, Canada.
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Tyler ME, Kaczmarek KA, Rust KL, Subbotin AM, Skinner KL, Danilov YP. Non-invasive neuromodulation to improve gait in chronic multiple sclerosis: a randomized double blind controlled pilot trial. J Neuroeng Rehabil 2014; 11:79. [PMID: 24885412 PMCID: PMC4017705 DOI: 10.1186/1743-0003-11-79] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Accepted: 04/24/2014] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND This study sought to examine the effect of targeted physical therapy with and without cranial nerve non-invasive neuromodulation (CN-NINM), on the walking ability of people with MS who exhibited a dysfunctional gait. We hypothesized that subjects who received electrical stimulation would have greater improvement than those who had a control device after a 14-week intervention. Gait disturbance is a common problem for people with multiple sclerosis (MS). Current management may include exercise, pharmacology, functional electrical stimulation, compensatory strategies, use of assistive devices, and implanted electrical devices. We have developed an effective rehabilitative strategy using neuromodulation of the cranial nerves via electrical stimulation of the tongue to enhance the plasticity of the brain. METHODS The study is a within-subject blinded randomized control design. Twenty chronic MS subjects with an identified gait disturbance were assigned to either an active or control group. Both groups completed a 14-week intervention program using a standardized combination of exercise and a device that provided electrical stimulation to the tongue. Those in the active group received electrical stimulation on the tongue that they could perceive. Those in the control group used a device that did not provide a physiologically significant stimulus and was not perceivable. Subjects were assessed with the Dynamic Gait Index (DGI). RESULTS The DGI scores improved for both groups. There were significant between-group differences, with the active group showing statistically greater improvement than the control group mean. CONCLUSION People with MS demonstrated improved gait with CN-NINM training in a pilot randomized controlled trial. This study suggests that tongue-based neurostimulation may amplify the benefits of exercise for improving gait in people with chronic MS.
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Affiliation(s)
- Mitchell E Tyler
- Department of Biomedical Engineering, University of Wisconsin, Madison, WI 53706, USA
- Department of Orthopedics and Rehabilitation, University of Wisconsin, Madison, WI 53706, USA
| | - Kurt A Kaczmarek
- Department of Orthopedics and Rehabilitation, University of Wisconsin, Madison, WI 53706, USA
| | - Kathy L Rust
- Department of Orthopedics and Rehabilitation, University of Wisconsin, Madison, WI 53706, USA
| | - Alla M Subbotin
- Department of Orthopedics and Rehabilitation, University of Wisconsin, Madison, WI 53706, USA
| | - Kimberly L Skinner
- Department of Biomedical Engineering, University of Wisconsin, Madison, WI 53706, USA
| | - Yuri P Danilov
- Department of Orthopedics and Rehabilitation, University of Wisconsin, Madison, WI 53706, USA
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Wildenberg JC, Tyler ME, Danilov YP, Kaczmarek KA, Meyerand ME. Altered connectivity of the balance processing network after tongue stimulation in balance-impaired individuals. Brain Connect 2013; 3:87-97. [PMID: 23216162 PMCID: PMC3621359 DOI: 10.1089/brain.2012.0123] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Some individuals with balance impairment have hypersensitivity of the motion-sensitive visual cortices (hMT+) compared to healthy controls. Previous work showed that electrical tongue stimulation can reduce the exaggerated postural sway induced by optic flow in this subject population and decrease the hypersensitive response of hMT+. Additionally, a region within the brainstem (BS), likely containing the vestibular and trigeminal nuclei, showed increased optic flow-induced activity after tongue stimulation. The aim of this study was to understand how the modulation induced by tongue stimulation affects the balance-processing network as a whole and how modulation of BS structures can influence cortical activity. Four volumes of interest, discovered in a general linear model analysis, constitute major contributors to the balance-processing network. These regions were entered into a dynamic causal modeling analysis to map the network and measure any connection or topology changes due to the stimulation. Balance-impaired individuals had downregulated response of the primary visual cortex (V1) to visual stimuli but upregulated modulation of the connection between V1 and hMT+ by visual motion compared to healthy controls (p ≤ 1E-5). This upregulation was decreased to near-normal levels after stimulation. Additionally, the region within the BS showed increased response to visual motion after stimulation compared to both prestimulation and controls. Stimulation to the tongue enters the central nervous system at the BS but likely propagates to the cortex through supramodal information transfer. We present a model to explain these brain responses that utilizes an anatomically present, but functionally dormant pathway of information flow within the processing network.
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Affiliation(s)
- Joe C Wildenberg
- Neuroscience Training Program, University of Wisconsin, Madison, Wisconsin 53705, USA.
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Wilson JA, Walton LM, Tyler M, Williams J. Lingual electrotactile stimulation as an alternative sensory feedback pathway for brain–computer interface applications. J Neural Eng 2012; 9:045007. [DOI: 10.1088/1741-2560/9/4/045007] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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30
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Wildenberg JC, Tyler ME, Danilov YP, Kaczmarek KA, Meyerand ME. Electrical tongue stimulation normalizes activity within the motion-sensitive brain network in balance-impaired subjects as revealed by group independent component analysis. Brain Connect 2011; 1:255-65. [PMID: 22433053 DOI: 10.1089/brain.2011.0029] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Multivariate analysis of functional magnetic resonance imaging (fMRI) data allows investigations into network behavior beyond simple activations of individual regions. We apply group independent component analysis to fMRI data collected in a previous study looking at the sustained neuromodulatory effects of electrical tongue stimulation in balance-impaired individuals. Twelve subjects with balance disorders viewed optic flow in an fMRI scanner before and after 5 days of electrical tongue stimulation. Nine healthy controls also viewed the visual stimuli but did not receive any stimulation. Multiple regression of the 47 estimated components found two that were modulated by the visual stimuli. Component 7, comprised primarily of the primary visual cortex (V1), responded to all visual stimuli and showed no difference in task-related activity between the healthy controls and the balance-impaired subjects before or after stimulation. Component 11 responded only to motion in the visual field and contained multiple cortical and subcortical regions involved in processing information pertinent to balance. Two-sample t-tests of the calculated signal change revealed that the task-related activity of this network is greater in balance-impaired subjects compared with controls before stimulation (p=0.02), but that this network hypersensitivity decreases after electrical tongue stimulation (p=0.001).
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Affiliation(s)
- Joseph C Wildenberg
- Neuroscience Training Program, University of Wisconsin, Madison, Wisconsin 53705, USA.
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