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Detorakis G, Chaillet A, Rougier NP. Stability analysis of a neural field self-organizing map. JOURNAL OF MATHEMATICAL NEUROSCIENCE 2020; 10:20. [PMID: 33259016 PMCID: PMC7708616 DOI: 10.1186/s13408-020-00097-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 11/17/2020] [Indexed: 06/12/2023]
Abstract
We provide theoretical conditions guaranteeing that a self-organizing map efficiently develops representations of the input space. The study relies on a neural field model of spatiotemporal activity in area 3b of the primary somatosensory cortex. We rely on Lyapunov's theory for neural fields to derive theoretical conditions for stability. We verify the theoretical conditions by numerical experiments. The analysis highlights the key role played by the balance between excitation and inhibition of lateral synaptic coupling and the strength of synaptic gains in the formation and maintenance of self-organizing maps.
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Affiliation(s)
| | - Antoine Chaillet
- CentraleSupélec, Laboratoire des Signaux et Systèmes, Université Paris Saclay, Gif-sur-Yvette, France
- Institut Universitaire de France, Paris, France
| | - Nicolas P Rougier
- Inria Bordeaux Sud-Ouest, Bordeaux, France
- Institut des maladies neurodégénératives, CNRS, Université de Bordeaux, Bordeaux, France
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2
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Spooner RK, Wiesman AI, O'Neill J, Schantell MD, Fox HS, Swindells S, Wilson TW. Prefrontal gating of sensory input differentiates cognitively impaired and unimpaired aging adults with HIV. Brain Commun 2020; 2:fcaa080. [PMID: 32954330 PMCID: PMC7472908 DOI: 10.1093/braincomms/fcaa080] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 04/20/2020] [Accepted: 05/13/2020] [Indexed: 12/13/2022] Open
Abstract
Despite effective therapies that have extended the life expectancy of persons living with HIV, 35-70% of these adults still develop some form of cognitive impairment, and with a growing population of aging adults with HIV, the prevalence of these cognitive deficits is likely to increase. The mechanisms underlying these HIV-associated neurocognitive disorders remain poorly understood but are often accelerated by the aging process and accompanied by disturbances in sensory processing, which may contribute to the observed cognitive decline. The goal of the current study was to identify the impact of aging on HIV-related alterations in inhibitory processing and determine whether such alterations are related to cognitive impairment in neuroHIV. We used magnetoencephalographic imaging, advanced time series analysis methods, and a paired-pulse stimulation paradigm to interrogate inhibitory processing in 87 HIV-infected aging adults and 92 demographically matched uninfected controls (22-72 years old). Whole-brain maps linking age and neural indices were computed for each group and compared via Fisher's Z transformations. Peak voxel time-series data were also extracted from the resulting images to quantify the dynamics of spontaneous neural activity preceding stimulation onset in each group. Whole-brain analyses using the somatosensory gating index, a metric of inhibitory processing and age distinguished impaired adults with HIV from unimpaired HIV-infected adults and controls. Briefly, younger cognitively impaired adults with HIV strongly utilized the prefrontal cortices to gate somatosensory input, and the role of this region in gating was uniquely and significantly modulated by aging only in impaired adults with HIV. Spontaneous neural activity preceding stimulus onset was also significantly elevated in the prefrontal cortices of those with HIV-associated neurocognitive disorder, and this elevation was significantly related to the CD4 nadir across both HIV-infected groups. This is the first study to examine the impact of aging on inhibitory processing in HIV-infected adults with and without cognitive impairment. Our findings suggest that young adults with HIV-associated neurocognitive disorder utilize the prefrontal cortices to gate (i.e. suppress) redundant somatosensory input, and that this capacity uniquely diminishes with advancing age in impaired adults with HIV.
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Affiliation(s)
- Rachel K Spooner
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Center for Magnetoencephalography, UNMC, Omaha, NE, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, NE, USA
| | - Alex I Wiesman
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Center for Magnetoencephalography, UNMC, Omaha, NE, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, NE, USA
| | - Jennifer O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Mikki D Schantell
- Center for Magnetoencephalography, UNMC, Omaha, NE, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, NE, USA
| | - Howard S Fox
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Susan Swindells
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Tony W Wilson
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.,Center for Magnetoencephalography, UNMC, Omaha, NE, USA.,Cognitive Neuroscience of Development & Aging (CoNDA) Center, UNMC, Omaha, NE, USA
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3
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Hirata RP, Christensen SW, Agger S, Svindt M, Røssner N, Abildgaard J, Vuillerme N, Graven-Nielsen T. Light Touch Contact Improves Pain-Evoked Postural Instability During Quiet Standing. PAIN MEDICINE 2018; 19:2487-2495. [PMID: 29481664 DOI: 10.1093/pm/pny015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Objective To investigate if attention to additional sensory information from the fingertip can improve postural stability during pain, which is known to impair balance. Methods In 16 healthy volunteers, experimental pain was induced by intramuscular injection of hypertonic saline in the right vastus medialis muscle (isotonic saline used as nonpainful control, intramuscular injection in the same location). Pain intensity was assessed on an 11-point numeric rating scale (NRS; 0 representing "no pain" and 10 "maximum pain"). Subjects were asked to stand as still as possible on a force plate for 40 seconds with their eyes closed. Their postural stability was quantified by the area and velocity of center of pressure (CoP) displacement. The CoP was recorded with and without pain during two different conditions: 1) no touch and 2) the subjects were asked to lightly touch a curtain with their right index finger and focus their attention on keeping it as still as possible. Results Hypertonic injections induced higher NRS scores compared with control injections (P < 0.05). During the hypertonic injection condition, the CoP area and velocity in both directions increased during no touch compared with the light touch condition (P < 0.05). No differences were found during light touch between the hypertonic and isotonic injection conditions. Although experimental knee-related pain impaired postural stability, lightly touching a curtain with the fingertip decreased postural sway during painful conditions. Conclusions Providing additional sensory information while pain patients are performing balance exercises may improve postural stability and increase the quality of exercise, consequent rehabilitation protocols, and clinical outcomes.
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Affiliation(s)
- Rogerio P Hirata
- SMI®.,Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Steffan W Christensen
- SMI®.,Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Simone Agger
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Mikkel Svindt
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Nicklas Røssner
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Jesper Abildgaard
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Nicolas Vuillerme
- University of Grenoble Alpes, AGEIS, and Institut Universitaire de France, La Tronche, France
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4
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Morrison I. ALE meta-analysis reveals dissociable networks for affective and discriminative aspects of touch. Hum Brain Mapp 2016; 37:1308-20. [PMID: 26873519 PMCID: PMC5066805 DOI: 10.1002/hbm.23103] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Revised: 11/13/2015] [Accepted: 12/17/2015] [Indexed: 12/19/2022] Open
Abstract
Emotionally-laden tactile stimulation-such as a caress on the skin or the feel of velvet-may represent a functionally distinct domain of touch, underpinned by specific cortical pathways. In order to determine whether, and to what extent, cortical functional neuroanatomy supports a distinction between affective and discriminative touch, an activation likelihood estimate (ALE) meta-analysis was performed. This meta-analysis statistically mapped reported functional magnetic resonance imaging (fMRI) activations from 17 published affective touch studies in which tactile stimulation was associated with positive subjective evaluation (n = 291, 34 experimental contrasts). A separate ALE meta-analysis mapped regions most likely to be activated by tactile stimulation during detection and discrimination tasks (n = 1,075, 91 experimental contrasts). These meta-analyses revealed dissociable regions for affective and discriminative touch, with posterior insula (PI) more likely to be activated for affective touch, and primary somatosensory cortices (SI) more likely to be activated for discriminative touch. Secondary somatosensory cortex had a high likelihood of engagement by both affective and discriminative touch. Further, meta-analytic connectivity (MCAM) analyses investigated network-level co-activation likelihoods independent of task or stimulus, across a range of domains and paradigms. Affective-related PI and discriminative-related SI regions co-activated with different networks, implicated in dissociable functions, but sharing somatosensory co-activations. Taken together, these meta-analytic findings suggest that affective and discriminative touch are dissociable both on the regional and network levels. However, their degree of shared activation likelihood in somatosensory cortices indicates that this dissociation reflects functional biases within tactile processing networks, rather than functionally and anatomically distinct pathways.
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Affiliation(s)
- India Morrison
- Department of Clinical and Experimental Medicine, Center for Social and Affective Neuroscience (CSAN), Linköping University, Linköping, Sweden
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5
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Staines WR, Bolton DAE. Transcranial magnetic stimulation techniques to study the somatosensory system: research applications. HANDBOOK OF CLINICAL NEUROLOGY 2014; 116:671-9. [PMID: 24112932 DOI: 10.1016/b978-0-444-53497-2.00053-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/26/2023]
Abstract
The introduction of brain stimulation research techniques such as transcranial magnetic stimulation (TMS) has greatly advanced the understanding of the somatosensory system in humans. Over the last several years, several studies have focused on applying TMS in a variety of contexts to alter transiently the excitability of the somatosensory cortex or regions that project to it and exert some control over its activity in specific behavioral contexts. Specific foci that are discussed in this chapter are methods of repetitive TMS, including theta-burst protocols, delivered to the primary somatosensory cortex that have been shown to affect behavioral indices of somatic sensation such as tactile perception. Similar stimulation techniques can also be applied to distant areas that interact with and modulate activity in somatosensory cortex (i.e., attentional or motor networks). For example, suppression of the dorsolateral prefrontal cortex modifies the attention-modulation of somatosensory information in modality-specific cortices. Overall this chapter is focused on understanding the interaction of activity in systems that function with the somatosensory system in behavioral contexts. These include systems such as those that control attention, whether sustained or selective between sensory modalities, or those that control movement based on targets present in other sensory systems.
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Affiliation(s)
- W Richard Staines
- Department of Kinesiology, University of Waterloo, Waterloo, Ontario, Canada.
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6
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Aton SJ. Set and setting: how behavioral state regulates sensory function and plasticity. Neurobiol Learn Mem 2013; 106:1-10. [PMID: 23792020 PMCID: PMC4021401 DOI: 10.1016/j.nlm.2013.06.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2013] [Revised: 05/31/2013] [Accepted: 06/10/2013] [Indexed: 10/26/2022]
Abstract
Recently developed neuroimaging and electrophysiological techniques are allowing us to answer fundamental questions about how behavioral states regulate our perception of the external environment. Studies using these techniques have yielded surprising insights into how sensory processing is affected at the earliest stages by attention and motivation, and how new sensory information received during wakefulness (e.g., during learning) continues to affect sensory brain circuits (leading to plastic changes) during subsequent sleep. This review aims to describe how brain states affect sensory response properties among neurons in primary and secondary sensory cortices, and how this relates to psychophysical detection thresholds and performance on sensory discrimination tasks. This is not intended to serve as a comprehensive overview of all brain states, or all sensory systems, but instead as an illustrative description of how three specific state variables (attention, motivation, and vigilance [i.e., sleep vs. wakefulness]) affect sensory systems in which they have been best studied.
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Affiliation(s)
- Sara J Aton
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, USA.
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7
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Transient inhibition of the dorsolateral prefrontal cortex disrupts somatosensory modulation during standing balance as measured by electroencephalography. Neuroreport 2012; 23:369-72. [PMID: 22407071 DOI: 10.1097/wnr.0b013e328352027c] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Several studies have shown that a light fingertip touch on a stable surface reduces body sway for individuals standing with their eyes closed even when touch forces are too low to offer mechanical support. It has been proposed that this is due to the availability of sway-relevant sensory feedback from the hand compensating for lost vision. Recently, we revealed modulation of cortical sensory transmission of information from the hand depending on the task (e.g. relevant or not relevant to balance control). Of interest in the present study is the potential origin of task-specific modulation of cortically evoked sensory potentials linked to balance control. We aimed to investigate the role of the prefrontal cortex by temporarily suppressing this region and observing differences in cortical events. Continuous θ-burst stimulation was applied to either the prefrontal cortex or a control stimulation site before balance testing. During balance testing, individuals stood in tandem on a force plate with their eyes closed while lightly touching a stable surface or a sway-referenced surface with the index finger. Throughout testing, the median nerve was stimulated and electroencephalography was used to measure somatosensory-evoked potentials. As expected, the availability of stable light touch reduced the medial-lateral centre of pressure sway. Importantly, in the present study, there was a loss of task-related P200 modulation at FCZ following stimulation of the prefrontal cortex. The present findings support the hypothesis that the prefrontal cortex may serve to regulate task-related sensory reweighting of haptic information that may be used during the control of standing balance.
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Detorakis GI, Rougier NP. A neural field model of the somatosensory cortex: formation, maintenance and reorganization of ordered topographic maps. PLoS One 2012; 7:e40257. [PMID: 22808127 PMCID: PMC3395710 DOI: 10.1371/journal.pone.0040257] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2012] [Accepted: 06/04/2012] [Indexed: 11/18/2022] Open
Abstract
We investigate the formation and maintenance of ordered topographic maps in the primary somatosensory cortex as well as the reorganization of representations after sensory deprivation or cortical lesion. We consider both the critical period (postnatal) where representations are shaped and the post-critical period where representations are maintained and possibly reorganized. We hypothesize that feed-forward thalamocortical connections are an adequate site of plasticity while cortico-cortical connections are believed to drive a competitive mechanism that is critical for learning. We model a small skin patch located on the distal phalangeal surface of a digit as a set of 256 Merkel ending complexes (MEC) that feed a computational model of the primary somatosensory cortex (area 3b). This model is a two-dimensional neural field where spatially localized solutions (a.k.a. bumps) drive cortical plasticity through a Hebbian-like learning rule. Simulations explain the initial formation of ordered representations following repetitive and random stimulations of the skin patch. Skin lesions as well as cortical lesions are also studied and results confirm the possibility to reorganize representations using the same learning rule and depending on the type of the lesion. For severe lesions, the model suggests that cortico-cortical connections may play an important role in complete recovery.
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Affiliation(s)
- Georgios Is. Detorakis
- INRIA CNRS: UMR 7503 Université Henri Poincaré - Nancy I Université Nancy II Institut National Polytechnique de Lorraine, Nancy, France
| | - Nicolas P. Rougier
- INRIA CNRS: UMR 7503 Université Henri Poincaré - Nancy I Université Nancy II Institut National Polytechnique de Lorraine, Nancy, France
- * E-mail:
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9
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Transient inhibition of the dorsolateral prefrontal cortex disrupts attention-based modulation of tactile stimuli at early stages of somatosensory processing. Neuropsychologia 2011; 49:1928-37. [PMID: 21439987 DOI: 10.1016/j.neuropsychologia.2011.03.020] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2010] [Revised: 02/21/2011] [Accepted: 03/14/2011] [Indexed: 11/22/2022]
Abstract
Damage to the dorsolateral prefrontal cortex (DLPFC) impairs gating of irrelevant sensory information at early cortical processing stages. We investigated how transient inhibition of DLPFC impacts early event-related potentials (ERPs) arising from relevant or irrelevant vibrotactile stimuli to the fingertips. Specifically, we hypothesized that suppression of DLPFC using continuous theta burst stimulation (cTBS) would result in reduced attention-based modulation of tactile ERPs generated at early stages of cortical somatosensory processing. Participants received vibrotactile stimulation to the second and fifth digit on the left hand and reported target stimuli on one digit only (as instructed) in one of three groups following: (1) cTBS over DLPFC (40s; 600 pulses of 3 stimuli at 50 Hz repeated at 5 Hz using 80% of resting motor threshold for abductor pollicis brevis), (2) sham stimulation, or (3) no stimulation. ERP amplitudes for the P50, N70, P100, N140 and long latency positivity (LLP) were quantified for attended and non-attended trials at C4, CP4, and CP3 electrodes. There was no effect of attention on the P50 and N70 however the P100, N140 and LLP were modulated with attention. The P100 and LLP were significantly more positive during trials where the stimuli were attended to, while the N140 was enhanced for non-attended stimuli. Comparisons between groups revealed a reduction in P100 attention-based modulation for the cTBS group versus sham and no-stimulation groups. While the P100 was clearly reduced for non-attended stimuli relative to attended stimuli in the sham and no-stimulation groups, this effect was attenuated following cTBS. The reduction in attentional modulation of the P100 following cTBS suggests that the DLPFC contributes to filtering irrelevant somatosensory information at early cortical processing stages. Notably the influence of the DLPFC in attention-based modulation was evident even within digits of the same hand. The present results support the use of cTBS as an effective means of transiently suppressing DLPFC excitability.
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10
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Lane SJ, Schaaf RC. Examining the Neuroscience Evidence for Sensory-Driven Neuroplasticity: Implications for Sensory-Based Occupational Therapy for Children and Adolescents. Am J Occup Ther 2010; 64:375-90. [DOI: 10.5014/ajot.2010.09069] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Abstract
When Ayres first presented the theory of sensory integration (SI), she grounded it in the neuroscience literature. Neuroplasticity was then, and is today, considered to be at the heart of this theory. This evidence-based review sought to critically examine the basic science literature to specifically identify evidence for the assumptions and tenets of Ayres’ theory of SI. We reviewed literature between 1964 and 2005, within psychological, physiological, and biomedical areas, addressing neuroplasticity. The review focused on sensorimotor-based neuroplasticity; explored the data that addressed the links among sensory input, brain function, and behavior; and evaluated its relevance in terms of supporting or refuting the theoretical premise of occupational therapy using an SI framework (OT/SI) to treatment. Although direct application from basic science to OT/SI is not feasible, we concluded that there was a basis for the assumptions of Ayes’ SI theory.
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Affiliation(s)
- Shelly J. Lane
- Shelly J. Lane, PhD, OTR/L, FAOTA, is Professor and Chair, Department of Occupational Therapy, Assistant Dean for Research, School of Allied Health Professions, Virginia Commonwealth University, 730 East Broad Street, Suite 2050, Richmond, VA 23219;
| | - Roseann C. Schaaf
- Roseann C. Schaaf, PhD, OTR/L, FAOTA, is Associate Professor and Vice Chairman, Department of Occupational Therapy, Thomas Jefferson University, Philadelphia, PA
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Sambo CF, Gillmeister H, Forster B. Viewing the body modulates neural mechanisms underlying sustained spatial attention in touch. Eur J Neurosci 2009; 30:143-50. [PMID: 19519638 DOI: 10.1111/j.1460-9568.2009.06791.x] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Cross-modal links between vision and touch have been extensively shown with a variety of paradigms. The present event-related potential (ERP) study aimed to clarify whether neural mechanisms underlying sustained tactile-spatial attention may be modulated by visual input, and the sight of the stimulated body part (i.e. hands) in particular. Participants covertly attended to one of their hands throughout a block to detect infrequent tactile target stimuli at that hand while ignoring tactile targets at the unattended hand, and all tactile non-targets. In different blocks, participants performed this task under three viewing conditions: full vision; hands covered from view; and blindfolded. When the participants' hands were visible attention was found to modulate somatosensory ERPs at early latencies (i.e. in the time range of the somatosensory P100 and the N140 components), as well as at later time intervals, from 200 ms after stimulus onset. By contrast, when participants were blindfolded and, crucially, even when only their hands were not visible, attentional modulations were found to arise only at later intervals (i.e. from 200 ms post-stimulus), while earlier somatosensory components were not affected by spatial attention. The behavioural results tallied with these electrophysiological findings, showing faster response times to tactile targets under the full vision condition compared with conditions when participants' hands were covered, and when participants were blindfolded. The results from this study provide the first evidence of the profound impact of vision on mechanisms underlying sustained tactile-spatial attention, which is enhanced by the sight of the body parts (i.e. hands).
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12
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Touch and the body. Neurosci Biobehav Rev 2009; 34:224-36. [PMID: 19376156 DOI: 10.1016/j.neubiorev.2009.04.004] [Citation(s) in RCA: 121] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2007] [Revised: 04/07/2009] [Accepted: 04/07/2009] [Indexed: 11/23/2022]
Abstract
The dual nature of touch has long been understood. The sense of touch seems to carry information at the same time about the external object touching our skin, and also about our body itself. However, how these two interact has remained obscure. We present an analytic model of how tactile information interacts with mental body representations in the brain. Four such interactions are described: the link between the body surface and the maps in primary somatosensory cortex, the contribution of somatosensory cortical information to mental body representations, the feedback pathway from such higher representations back to primary tactile processing in somatosensory cortex, and the modulation of tactile object perception by mental body representations.
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Abstract
The comorbidity of 'core characteristics' and sensorimotor abnormalities in autism implies abnormalities in brain development of a general and pervasive nature and atypical organization of sensory cortex. By using magnetoencephalography, we examined the cortical response to passive tactile stimulation of the thumb and index finger of the dominant hand and lip of the individuals with autism spectrum disorder and typically developing persons. The distance between the cortical representations of thumb and the lip was significantly larger in the autism group than in typicals. Moreover, in cortex, the thumb is typically closer to the lip than the index finger. This was not observed in persons with autism. Our findings are arguably the first demonstration of abnormality in sensory organization in the brains of persons with autism.
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Weiland BJ, Boutros NN, Moran JM, Tepley N, Bowyer SM. Evidence for a frontal cortex role in both auditory and somatosensory habituation: a MEG study. Neuroimage 2008; 42:827-35. [PMID: 18602839 DOI: 10.1016/j.neuroimage.2008.05.042] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2008] [Revised: 05/16/2008] [Accepted: 05/19/2008] [Indexed: 11/18/2022] Open
Abstract
Auditory and somatosensory responses to paired stimuli were investigated for commonality of frontal activation that may be associated with gating using magnetoencephalography (MEG). A paired stimulus paradigm for each sensory evoked study tested right and left hemispheres independently in ten normal controls. MR-FOCUSS, a current density technique, imaged simultaneously active cortical sources. Each subject showed source localization, in the primary auditory or somatosensory cortex, for the respective stimuli following both the first (S1) and second (S2) impulses. Gating ratios for the auditory M50 response, equivalent to the P50 in EEG, were 0.54+/-0.24 and 0.63+/-0.52 for the right and left hemispheres. Somatosensory gating ratios were evaluated for early and late latencies as the pulse duration elicits extended response. Early gating ratios for right and left hemispheres were 0.69+/-0.21 and 0.69+/-0.41 while late ratios were 0.81+/-0.41 and 0.80+/-0.48. Regions of activation in the frontal cortex, beyond the primary auditory or somatosensory cortex, were mapped within 25 ms of peak S1 latencies in 9/10 subjects during auditory stimulus and in 10/10 subjects for somatosensory stimulus. Similar frontal activations were mapped within 25 ms of peak S2 latencies for 75% of auditory responses and for 100% of somatosensory responses. Comparison between modalities showed similar frontal region activations for 17/20 S1 responses and for 13/20 S2 responses. MEG offers a technique for evaluating cross modality gating. The results suggest similar frontal sources are simultaneously active during auditory and somatosensory habituation.
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Affiliation(s)
- Barbara J Weiland
- Department of Neurology, Henry Ford Health System, Neuromagnetism Laboratory, 2799 West Grand Blvd., CFP 75, Detroit, MI 48202, USA.
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Abstract
This chapter reviews several highly convergent behavioral findings that provide strong evidence for the existence of multimodal integration systems subserving spatial representation in humans. These systems generally function through the multisensory coding of visuoauditory and visuotactile events but vary in their specific functional and anatomical characteristics. The chapter will also consider the adaptive advantages of multisensory integration systems; these systems might modulate the level of activation in cortical areas in short- and long-term ways, thereby providing a mechanism for permanent recovery from sensory and spatial deficits.
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Affiliation(s)
- Elisabetta Làdavas
- Dipartimento di Psicologia, Università di Bologna, 40127 Bologna, Italy.
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Cao XH, Wang DH, Bai J, Zhou SC, Zhou YD. Prefrontal modulation of tactile responses in the ventrobasal thalamus of rats. Neurosci Lett 2008; 435:152-7. [DOI: 10.1016/j.neulet.2008.02.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2007] [Revised: 09/25/2007] [Accepted: 02/11/2008] [Indexed: 11/26/2022]
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17
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Attentional modulation of spatial integration of pain: evidence for dynamic spatial tuning. J Neurosci 2007; 27:11635-40. [PMID: 17959806 DOI: 10.1523/jneurosci.3356-07.2007] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
In many sensory modalities, afferent processing is dynamically modulated by attention and this modulation produces altered sensory experiences. Attention is able to alter perceived pain, but the mechanisms involved in this modulation have not been elucidated. To determine whether attention alters spatial integration of nociceptive information, subjects were recruited to evaluate pain from pairs of noxious/innocuous thermal stimuli during different spatial attentional tasks. Divided attention was able to abolish spatial summation and produce inhibition of pain. In contrast, directed attention enhanced pain intensity by partially integrating both stimuli. This dynamic modulation of spatial integration indicates that attention alters spatial dimensions of afferent nociceptive processing to optimize the perceptual response to input from a particular body region or stimulus feature. This dynamic spatial tuning of nociceptive processing provides a new conceptual insight into the functional significance of endogenous pain inhibitory and facilitatory mechanisms.
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18
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Iguchi Y, Hoshi Y, Nemoto M, Taira M, Hashimoto I. Co-activation of the secondary somatosensory and auditory cortices facilitates frequency discrimination of vibrotactile stimuli. Neuroscience 2007; 148:461-72. [PMID: 17640818 DOI: 10.1016/j.neuroscience.2007.06.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2006] [Revised: 05/25/2007] [Accepted: 06/06/2007] [Indexed: 11/16/2022]
Abstract
The contribution of the auditory cortex to tactile information processing was studied by measuring somatosensory evoked magnetic fields (SEFs). Three kinds of vibrotactile stimuli with frequencies of 180, 280 and 380 Hz were randomly delivered on the right index finger with a probability of 40, 20 and 40%, respectively. Twenty normal subjects participated in four kinds of tasks: a control condition to ignore these stimuli, a simple task to discriminate the 280-Hz stimulus from the other two stimuli (discrimination task for the vibrotactile stimuli, Ts task), a feedback task modified from the Ts task by adding acoustic feedback of the vibratory frequency at 1300 ms poststimulus (tactile discrimination with auditory clues, TA), and an easy version of the TA task (TA-easy) to discriminate the 280-Hz stimulus (20% target) from the 180- or 380-Hz stimuli (80% nontarget). The Ts and TA tasks required accurate perception of the vibrotactile frequencies to discriminate among the three kinds of stimuli. Under such a task demand, the post hoc auditory feedback in the TA task was expected to induce acoustic imagery for the tactile sensation. The SEFs for the nontarget stimuli were analyzed. A middle-latency component (M150/200) was specifically evoked by the three discrimination tasks. In the Ts and TA-easy tasks, the M150/200 source indicated inferior parietal cortical activities (SII area). In the TA task, 11 subjects showed activity in both the SII area and the superior temporal auditory region and increased accuracy of discrimination compared with the Ts task, in contrast with other subjects who showed activity only in the SII area and small changes in task accuracy between the Ts and TA tasks. Asynchronous auditory feedback for the vibrotactile sensation induced the auditory cortex activity in the SEFs in relation to the progress in tactile discrimination, which suggested an induction of acoustic imagery to complement the tactile information processing.
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Affiliation(s)
- Yoshinobu Iguchi
- Integrated Neuroscience Research Team, Tokyo Institute of Psychiatry, 2-1-8 Kamikitazawa, Tokyo 156-8585, Japan.
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19
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Schaefer M, Flor H, Heinze HJ, Rotte M. Morphing the body: Illusory feeling of an elongated arm affects somatosensory homunculus. Neuroimage 2007; 36:700-5. [PMID: 17499523 DOI: 10.1016/j.neuroimage.2007.03.046] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2007] [Revised: 03/13/2007] [Accepted: 03/13/2007] [Indexed: 10/23/2022] Open
Abstract
Recent studies suggest that in contrast to traditional views of the body map the topographic representation in primary somatosensory cortex (SI) reflects the perceived rather than the physical aspects of peripheral stimulation. Here, we created a simple illusion of feeling an elongated arm by using the dominance of the visual domain over the tactile sense: employing an artificial hand and arm, which were connected to the body, subjects were given the visual impression that they had an extended arm. Since it is known from animal studies that tactile illusions alter early sensory processing in SI, we expected a modulation of the topography in SI corresponding to this illusion. Behavioral results showed that during the illusion the participants felt that their arm was elongated. Neuromagnetic source imaging of the functional organization in SI revealed that the cortical distance between first (D1) and fifth digit (D5) decreased when subjects felt the arm elongated. Since this modulation was significantly positively correlated with the illusionary feeling of an extended arm, the results suggest an involvement of SI during perceived changes in the size of body parts. We discuss the results as possible top-down modulations of SI by higher order somatosensory areas.
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Affiliation(s)
- Michael Schaefer
- Department of Neurology II, Otto-von-Guericke University Magdeburg, 39120 Magdeburg, Germany.
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20
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Meehan SK, Staines WR. The effect of task-relevance on primary somatosensory cortex during continuous sensory-guided movement in the presence of bimodal competition. Brain Res 2007; 1138:148-58. [PMID: 17275792 DOI: 10.1016/j.brainres.2006.12.067] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2006] [Revised: 11/30/2006] [Accepted: 12/21/2006] [Indexed: 11/20/2022]
Abstract
Recent perceptual neuroimaging studies have shown that intermodal selective attention extracts relevant information from one modality at the expense of another at the level of unimodal sensory cortex. The present paper sought 1) to determine the effects of intermodal selective attention on primary somatosensory cortex (S1) during continuous sensorimotor transformations, 2) to investigate the interactions of spatial relationship between the target and distracter modalities on S1 and 3) to identify any potential modulators during continuous sensorimotor transformations. Functional MRI was acquired while participants (n=10) received simultaneous vibrotactile and visuospatial stimulation. In each condition, participants tracked either vibrotactile stimulation (25 Hz), applied to the right index finger with variable intensity, or a visuospatial stimulus, a centrally presented dial where the spatial position of a needle randomly moved, by applying graded force to a force sensing resistor. The distracter modality either originated from a location that was spatially related or distinct to the target that guided movement. Vibrotactile tracking resulted in decreased S1 activation relative to when it was task-irrelevant. Neither S1 activity nor tracking performance was influenced by spatial relationship. In addition the superior parietal lobe/precuneus (BA 7), inferior parietal lobe (BA 40), precentral gyrus (BA 6) and secondary visual areas (BA 18 and 19) may modulate the extraction of task-relevant information while the insula (BA 13) may do so during cases of spatial conflict. We conclude that modulation of S1 is important to the proper execution of sensory-guided movements and that sensorimotor requirements determine the mechanisms of intermodal selective attention.
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Affiliation(s)
- Sean K Meehan
- Department of Kinesiology, BMH 1114, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, Canada N2L 3G1
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21
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Alenda A, Nuñez A. Cholinergic modulation of sensory interference in rat primary somatosensory cortical neurons. Brain Res 2006; 1133:158-67. [PMID: 17196557 DOI: 10.1016/j.brainres.2006.11.092] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2006] [Revised: 11/17/2006] [Accepted: 11/20/2006] [Indexed: 11/19/2022]
Abstract
Sensory interaction was studied using extracellular recordings from 275 neurons in the primary somatosensory (SI) cortex of pentobarbital-anesthetized rats. Tactile stimulation was applied to the receptive field using a 1 mm diameter probe that indented the skin for 20 ms, at 0.5 Hz, (test stimulus). Tactile test responses of SI neurons decreased during simultaneous application of a gentle tickling (distracter stimuli) continuously for 60 s on a separate receptive field located in the same or the contralateral hindlimb (ipsi- or contralateral distraction). This decrease in neural response produced by distracter stimuli was interpreted as "sensory interference". Sensory interference was observed in 66% and 61% of recorded SI neurons when ipsi- or contralateral distracters were applied, respectively and was blocked by a novel stimulus obtained by increasing the stimulation frequency of the test tactile stimuli from 0.5 to 2 Hz. The number of neurons showing sensory interference in response to a contralateral distracter was not modified after corpus callosum transection, suggesting that interhemispheric connections are not crucial for sensory interference. In contrast, the number of neurons showing sensory interference decreased in animals with 192 IgG-saporin basal forebrain lesions that decreased the number of cortical cholinergic fibers. This finding indicates that cholinergic afferents from the basal forebrain are fundamental to sensory interference and suggests that the associative cortices - basal forebrain - sensory cortices network may be implicated in sensory interference.
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Affiliation(s)
- Andrea Alenda
- Departamento de Anatomía, Histología y Neurociencia, Facultad de Medicina, Universidad Autónoma de Madrid, Arzobispo Morcillo 2, 28029 Madrid, Spain
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22
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Krainak DM, Parrish TB, Dewald JPA. A method to capture six-degrees-of-freedom mechanical measurements of isometric shoulder and elbow torques during event-related fMRI. J Neurosci Methods 2006; 161:314-22. [PMID: 17196255 PMCID: PMC1892847 DOI: 10.1016/j.jneumeth.2006.11.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2006] [Revised: 11/01/2006] [Accepted: 11/03/2006] [Indexed: 11/16/2022]
Abstract
Functional magnetic resonance imaging (fMRI) experiments investigating cortical activity while controlling task performance are difficult to conduct due to the high magnetic field environment and a lack of compatible measurement tools. We describe a method to measure the generation of isometric shoulder and elbow torques with a six-degrees-of-freedom (DOF) load cell during an event-related fMRI study. Feasibility of this method is demonstrated by finding cortical activity on the motor cortices in a participant during an event-related study of shoulder abduction and elbow flexion. The described methodology permits researchers to control and measure intersubject and intrasubject motor task performance during event-related brain imaging.
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Affiliation(s)
- Daniel M Krainak
- Biomedical Engineering Department, Northwestern University, Chicago, IL, USA
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Giabbiconi CM, Trujillo-Barreto NJ, Gruber T, Müller MM. Sustained spatial attention to vibration is mediated in primary somatosensory cortex. Neuroimage 2006; 35:255-62. [PMID: 17187993 DOI: 10.1016/j.neuroimage.2006.11.022] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2006] [Revised: 11/12/2006] [Accepted: 11/15/2006] [Indexed: 11/28/2022] Open
Abstract
Focusing attention to a specific body location has been shown to improve processing of events presented at this body location. One important debate concerns the stage in the somatosensory pathway at which the neural response is modulated when one attends to a tactile stimulus. Previous studies focused on components of the somatosensory evoked potential to transient stimuli, and demonstrated an early cortical attentional modulation. The neural basis of sustained spatial stimulus processing with continuous stimulation remains, however, largely unexplored. A way to approach this topic is to present vibrating stimuli with different frequencies for several seconds simultaneously to different body locations while subjects have to attend to the one or the other location. The amplitude of the somatosensory steady-state evoked potential (SSSEP) elicited by these vibrating stimuli increases with attention. On the basis of 128 electrode recordings, we investigated the topographical distribution and the underlying cortical sources by means of a VARETA approach of this attentional amplitude modulation of the SSSEP. Sustained spatial attention was found to be mediated in primary somatosensory cortex with no differences in SSSEP amplitude topographies between attended and unattended body locations. These result patterns were seen as evidence for a low-level sensory gain control mechanism in tactile spatial attention.
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Affiliation(s)
- C-M Giabbiconi
- Institut für Psychologie I, Universität Leipzig, Seeburgstrasse 14-20, D-04103 Leipzig, Germany
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Legon W, Staines WR. Predictability of the target stimulus for sensory-guided movement modulates early somatosensory cortical potentials. Clin Neurophysiol 2006; 117:1345-53. [PMID: 16644272 DOI: 10.1016/j.clinph.2006.02.024] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2005] [Revised: 02/08/2006] [Accepted: 02/25/2006] [Indexed: 10/24/2022]
Abstract
OBJECTIVE To investigate the role of sensory modulation in the control of sensory-guided behaviour. Specifically, we hypothesized that early somatosensory evoked potentials (SEPs) would be facilitated during performance of continuous sensory-guided movement requiring sustained attention. METHODS Median nerve SEPs were elicited via electrical stimulation and recorded from scalp electrodes while subjects performed tasks requiring continuous sensory-motor transformations. Subjects received a predictable (rhythmic amplitude modulation) or unpredictable (random amplitude modulation) amplitude varying tactile stimulus (frequency constant at 20 Hz) delivered to the tip of the index finger either alone or with the requirement to track it by modulating the isometric grip force produced by the opposite hand. RESULTS Early SEP (N20-P27) amplitudes were differentially modulated during unpredictable tracking compared to sensory-motor controls. Specifically, N20 amplitudes were attenuated and P27 amplitudes were enhanced during sensory-guided tracking. CONCLUSIONS Sustained attention to task-relevant sensory stimuli differentially modulates areas within primary somatosensory cortex (S1) during a continuous sensory-motor transformation. SIGNIFICANCE These data have implications for understanding the role of attention in regulating somatosensory cortices during sensory-motor behaviour.
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Affiliation(s)
- Wynn Legon
- Department of Kinesiology and Health Science, York University, Toronto, Ont., Canada
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Wühle AD, Fahlbusch JJ, Braun C. Effects of motor activity on the organization of primary somatosensory cortex. Neuroreport 2006; 17:39-43. [PMID: 16361947 DOI: 10.1097/01.wnr.0000194386.04784.02] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Recent studies have shown that adaptation of representational maps within the primary somatosensory cortex can be induced by task-related motor activity. Here, we explore the relationship between the complexity of the motor task and the extent of task-specific adaptation within the primary somatosensory cortex. We hypothesized that the extent of adaptation increases with the complexity of the motor task. Using neuromagnetic source imaging based on electrical stimulation of the thumb and ring finger, we demonstrate that cortical finger representations are more distant during performance of the pinch finger grip than in a rest condition. Our data suggest that somatosensory cortical maps undergo rapid modulation depending on the task-specific involvement of somatosensory feedback in movements.
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Affiliation(s)
- Anja D Wühle
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
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