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Kim S, Kondo K, Noguchi N, Akiyama R, Ibe Y, Yang Y, Lee B. Decreased Visual Search Behavior in Elderly Drivers during the Early Phase of Reverse Parking, But an Increase during the Late Phase. SENSORS (BASEL, SWITZERLAND) 2023; 23:9555. [PMID: 38067928 PMCID: PMC10708875 DOI: 10.3390/s23239555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 11/28/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023]
Abstract
The aim of this study was to assess the characteristics of visual search behavior in elderly drivers in reverse parking. Fourteen healthy elderly and fourteen expert drivers performed a perpendicular parking task. The parking process was divided into three consecutive phases (Forward, Reverse, and Straighten the wheel) and the visual search behavior was monitored using an eye tracker (Tobii Pro Glasses 2). In addition, driving-related tests and quality of life were evaluated in elderly drivers. As a result, elderly drivers had a shorter time of gaze at the vertex of the parking space both in direct vision and reflected in the driver-side mirror during the Forward and the Reverse phases. In contrast, they had increased gaze time in the passenger-side mirror in the Straighten the wheel phase. Multiple regression analysis revealed that quality of life could be predicted by the total gaze time in the Straighten the wheel phase (β = -0.45), driving attitude (β = 0.62), and driving performance (β = 0.58); the adjusted R2 value was 0.87. These observations could improve our understanding of the characteristics of visual search behavior in parking performance and how this behavior is related to quality of life in elderly drivers.
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Affiliation(s)
- Siyeong Kim
- Doctor’s Program, Graduate School of Health Sciences, Gunma University, Maebashi 371-0044, Japan;
| | - Ken Kondo
- Department of Occupational Therapy, Faculty of Rehabilitation, Gunma Paz University, Takasaki 370-0006, Japan;
| | - Naoto Noguchi
- Graduate School of Health Sciences, Gunma University, Maebashi 371-0044, Japan; (N.N.); (R.A.)
| | - Ryoto Akiyama
- Graduate School of Health Sciences, Gunma University, Maebashi 371-0044, Japan; (N.N.); (R.A.)
| | - Yoko Ibe
- Department of Rehabilitation, Gunma University Hospital, Maebashi 371-8511, Japan;
| | - Yeongae Yang
- College of Biomedical Science and Engineering, Inje University, Gimhae-si 50834, Republic of Korea;
- Institute of Aged Life Redesign, Inje University, Gimhae-si 50834, Republic of Korea
| | - Bumsuk Lee
- Graduate School of Health Sciences, Gunma University, Maebashi 371-0044, Japan; (N.N.); (R.A.)
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2
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The relationship between action, social and multisensory spaces. Sci Rep 2023; 13:202. [PMID: 36604525 PMCID: PMC9814785 DOI: 10.1038/s41598-023-27514-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 01/03/2023] [Indexed: 01/06/2023] Open
Abstract
Several spaces around the body have been described, contributing to interactions with objects (peripersonal) or people (interpersonal and personal). The sensorimotor and multisensory properties of action peripersonal space are assumed to be involved in the regulation of social personal and interpersonal spaces, but experimental evidence is tenuous. Hence, the present study investigated the relationship between multisensory integration and action and social spaces. Participants indicated when an approaching social or non-social stimulus was reachable by hand (reachable space), at a comfortable distance to interact with (interpersonal space), or at a distance beginning to cause discomfort (personal space). They also responded to a tactile stimulation delivered on the trunk during the approach of the visual stimulus (multisensory integration space). Results showed that participants were most comfortable with stimuli outside reachable space, and felt uncomfortable with stimuli well inside it. Furthermore, reachable, personal and interpersonal spaces were all positively correlated. Multisensory integration space extended beyond all other spaces and correlated only with personal space when facing a social stimulus. Considered together, these data confirm that action peripersonal space contributes to the regulation of social spaces and that multisensory integration is not specifically constrained by the spaces underlying motor action and social interactions.
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3
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A normative model of peripersonal space encoding as performing impact prediction. PLoS Comput Biol 2022; 18:e1010464. [PMID: 36103520 PMCID: PMC9512250 DOI: 10.1371/journal.pcbi.1010464] [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: 02/11/2022] [Revised: 09/26/2022] [Accepted: 08/02/2022] [Indexed: 11/30/2022] Open
Abstract
Accurately predicting contact between our bodies and environmental objects is paramount to our evolutionary survival. It has been hypothesized that multisensory neurons responding both to touch on the body, and to auditory or visual stimuli occurring near them—thus delineating our peripersonal space (PPS)—may be a critical player in this computation. However, we lack a normative account (i.e., a model specifying how we ought to compute) linking impact prediction and PPS encoding. Here, we leverage Bayesian Decision Theory to develop such a model and show that it recapitulates many of the characteristics of PPS. Namely, a normative model of impact prediction (i) delineates a graded boundary between near and far space, (ii) demonstrates an enlargement of PPS as the speed of incoming stimuli increases, (iii) shows stronger contact prediction for looming than receding stimuli—but critically is still present for receding stimuli when observation uncertainty is non-zero—, (iv) scales with the value we attribute to environmental objects, and finally (v) can account for the differing sizes of PPS for different body parts. Together, these modeling results support the conjecture that PPS reflects the computation of impact prediction, and make a number of testable predictions for future empirical studies. The brain has neurons that respond to touch on the body, as well as to auditory or visual stimuli occurring near the body. These neurons delineate a graded boundary between the near and far space. Here, we aim at understanding whether the function of these neurons is to predict future impact between the environment and body. To do so, we build a mathematical model that is statistically optimal at predicting future impact, taking into account the costs incurred by an impending collision. Then we examine if its properties are similar to those of the above-mentioned neurons. We find that the model (i) differentiates between the near and far space in a graded fashion, predicts different near/far boundary depths for different (ii) body parts, (iii) object speeds and (iv) directions, and (v) that this boundary scales with the value we attribute to environmental objects. These properties have all been described in behavioral studies and ascribed to neurons responding to objects near the body. Together, these findings suggest why the brain has neurons that respond only to objects near the body: to compute predictions of impact.
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4
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Kuroda N, Ikeda K, Teramoto W. Visual self-motion information contributes to passable width perception during a bike riding situation. Front Neurosci 2022; 16:938446. [PMID: 35937876 PMCID: PMC9353582 DOI: 10.3389/fnins.2022.938446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 06/30/2022] [Indexed: 11/13/2022] Open
Abstract
Previous studies have shown that space perception around the body is altered by self-motion, and that several self-motion cues from different modalities, including vision, proprioception, the vestibular system, and the motor system (motor commands) contribute to it. However, studies on how online self-motion information affects the perception of a passable width of a narrow aperture is largely overlooked by existing literature. Therefore, this study investigated this issue during virtual bike riding. Participants observed a narrow doorway aperture with varied widths in a virtual environment through a head-mounted display while riding a stationary bike. Visual self-motion information was presented by optical flow, while motor commands and proprioceptive feedback (non-visual information) was provided by having participants pedal the bike. The participants were then required to judge whether the presented aperture was passable. Experiment 1, where both visual and non-visual cues were provided, confirmed that the perceived passable width significantly increased with increasing self-motion speed, as previously shown during walking. Experiment 2, where self-motion cues were manipulated, showed that expansion of the perceived passable width was mainly induced by visual self-motion information. These results suggest that online self-motion information can affect passable width perception during bike riding and that visual self-motion information plays a significant role in this perception.
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Affiliation(s)
- Naoki Kuroda
- Graduate School of Social and Cultural Sciences, Kumamoto University, Kumamoto, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
- *Correspondence: Naoki Kuroda,
| | - Kazuhiro Ikeda
- Faculty of Letters, Kumamoto University, Kumamoto, Japan
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5
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The Wheelchair Propulsion Wheel Rotation Angle Function Symmetry in the Propelling Phase: Motion Capture Research and a Mathematical Model. Symmetry (Basel) 2022. [DOI: 10.3390/sym14030576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The movement of a wheelchair with manual propulsion depends on the kinematics of the human body and the forces exerted by the muscles. To design innovative wheelchair propulsion systems, the biomechanical parameters resulting from human interaction in this anthropotechnical system must be formalised. The research objectives were thus adopted: an analysis of the propulsion wheel angle of rotation resulting from the hand movement’s trajectory and the mathematical formalisation of the propulsion wheel angle of rotation described as a function of the propelling phase’s duration. The research was carried out using three variants of manually propelled wheelchairs on a group of 10 patients representing the same group (C50) of anthropometric dimensions. The research demonstrated that the function of the propulsion wheel angle of rotation shows the features of central symmetry occurring at an angle of rotation of φ 52° and a propelling phase duration of 58%. Moreover, the measurements were averaged and a mathematical model of the propulsion wheel rotation function during the propulsion phase was developed, depending on the percentage of duration.
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6
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Kuroda N, Teramoto W. Contribution of motor and proprioceptive information to visuotactile interaction in peripersonal space during bike riding. Exp Brain Res 2021; 240:491-501. [PMID: 34800141 DOI: 10.1007/s00221-021-06269-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 11/04/2021] [Indexed: 11/30/2022]
Abstract
The space immediately around the body, known as the peripersonal space (PPS), plays an important role in interactions with the environment. Specific representations are reported to be constructed in the brain. PPS expansion reportedly occurs during whole-body self-motions, such as walking; however, little is known regarding how dynamic cues in proprioceptive/motor information contribute to such phenomena. Thus, we investigated this issue using a pedaling bike situation. We defined PPS as the maximum distance at which a visual probe facilitated tactile detection at the chest. Experiment 1 compared two conditions where participants did or did not pedal the bike at a constant speed while observing an optic flow that simulated forward self-motion (pedaling and no pedaling). Experiment 2 investigated the effect of pedal resistances (high and low) while presenting the same optic flow as in Experiment 1. The results revealed that the reaction time (RT) difference (probe RT - baseline RT) was larger for the pedaling than for the no-pedaling condition. However, pedal resistance differences hardly affected the visuotactile interaction, although the participants clearly experienced differences in force. These results suggest that proprioceptive/motor cues can contribute to the modulation of PPS representation, but dynamic information included in these cues may have little influence.
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Affiliation(s)
- Naoki Kuroda
- Graduate School of Social and Cultural Sciences, Kumamoto University, 2-40-1 Kurokami, Kumamoto, 860-8555, Japan.
| | - Wataru Teramoto
- Graduate School of Humanities and Social Sciences, Kumamoto University, 2-40-1 Kurokami, Kumamoto, 860-8555, Japan
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7
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Pianzola F, Riva G, Kukkonen K, Mantovani F. Presence, flow, and narrative absorption: an interdisciplinary theoretical exploration with a new spatiotemporal integrated model based on predictive processing. OPEN RESEARCH EUROPE 2021; 1:28. [PMID: 37645177 PMCID: PMC10446082 DOI: 10.12688/openreseurope.13193.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/16/2021] [Indexed: 08/31/2023]
Abstract
Presence, flow, narrative absorption, immersion, transportation, and similar subjective phenomena are studied in many different disciplines, mostly in relation to mediated experiences (books, film, VR, games). Moreover, since real, virtual, or fictional agents are often involved, concepts like identification and state empathy are often linked to engaging media use. Based on a scoping review that identified similarities in the wording of various questionnaire items conceived to measure different phenomena, we categorize items into the most relevant psychological aspects and use this categorization to propose an interdisciplinary systematization. Then, based on a framework of embodied predictive processing, we present a new cognitive model of presence-related phenomena for mediated and non-mediated experiences, integrating spatial and temporal aspects and also considering the role of fiction and media design. Key processes described within the model are: selective attention, enactment of intentions, and interoception. We claim that presence is the state of perceived successful agency of an embodied mind able to correctly enact its predictions. The difference between real-life and simulated experiences ("book problem," "paradox of fiction") lays in the different precision weighting of exteroceptive and interoceptive signals.
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Affiliation(s)
- Federico Pianzola
- Department of Human Sciences for Education "R. Massa", University of Milan Bicocca, Milan, Italy
- School of Media, Arts and Science, Sogang University, Seoul, South Korea
| | - Giuseppe Riva
- Department of Psychology, Universita Cattolica del Sacro Cuore, Milan, Italy
- Applied Technology for Neuro-Psychology Lab, Istituto Auxologico Italiano, Milan, Italy
| | - Karin Kukkonen
- Department of Literature, Area Studies and European Language, University of Oslo, Oslo, Norway
| | - Fabrizia Mantovani
- Department of Human Sciences for Education "R. Massa", University of Milan Bicocca, Milan, Italy
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8
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Peripersonal space in the front, rear, left and right directions for audio-tactile multisensory integration. Sci Rep 2021; 11:11303. [PMID: 34050213 PMCID: PMC8163804 DOI: 10.1038/s41598-021-90784-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 05/17/2021] [Indexed: 11/30/2022] Open
Abstract
Peripersonal space (PPS) is important for humans to perform body–environment interactions. However, many previous studies only focused on the specific direction of the PPS, such as the front space, despite suggesting that there were PPSs in all directions. We aimed to measure and compare the peri-trunk PPS in four directions (front, rear, left, and right). To measure the PPS, we used a tactile and an audio stimulus because auditory information is available at any time in all directions. We used the approaching and receding task-irrelevant sounds in the experiment. Observers were asked to respond as quickly as possible when a tactile stimulus was applied to a vibrator on their chest. We found that peri-trunk PPS representations exist with an approaching sound, irrespective of the direction.
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9
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Abstract
The COVID-19 (Coronavirus disease of 2019) pandemic has led to intense conversations about ventilator allocation and reallocation during a crisis standard of care. Multiple voices in the media and multiple state guidelines mention reallocation as a possibility. Drawing upon a range of neuroscientific, phenomenological, ethical, and sociopolitical considerations, the authors argue that taking away someone's personal ventilator is a direct assault on their bodily and social integrity. They conclude that personal ventilators should not be part of reallocation pools and that triage protocols should be immediately clarified to explicitly state that personal ventilators will be protected in all cases.
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10
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Fanghella M, Era V, Candidi M. Interpersonal Motor Interactions Shape Multisensory Representations of the Peripersonal Space. Brain Sci 2021; 11:255. [PMID: 33669561 PMCID: PMC7922994 DOI: 10.3390/brainsci11020255] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 02/11/2021] [Accepted: 02/12/2021] [Indexed: 02/07/2023] Open
Abstract
This perspective review focuses on the proposal that predictive multisensory integration occurring in one's peripersonal space (PPS) supports individuals' ability to efficiently interact with others, and that integrating sensorimotor signals from the interacting partners leads to the emergence of a shared representation of the PPS. To support this proposal, we first introduce the features of body and PPS representations that are relevant for interpersonal motor interactions. Then, we highlight the role of action planning and execution on the dynamic expansion of the PPS. We continue by presenting evidence of PPS modulations after tool use and review studies suggesting that PPS expansions may be accounted for by Bayesian sensory filtering through predictive coding. In the central section, we describe how this conceptual framework can be used to explain the mechanisms through which the PPS may be modulated by the actions of our interaction partner, in order to facilitate interpersonal coordination. Last, we discuss how this proposal may support recent evidence concerning PPS rigidity in Autism Spectrum Disorder (ASD) and its possible relationship with ASD individuals' difficulties during interpersonal coordination. Future studies will need to clarify the mechanisms and neural underpinning of these dynamic, interpersonal modulations of the PPS.
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Affiliation(s)
- Martina Fanghella
- Department of Psychology, Sapienza University, 00185 Rome, Italy; (M.F.); (V.E.)
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
- Department of Psychology, University of London, London EC1V 0HB, UK
| | - Vanessa Era
- Department of Psychology, Sapienza University, 00185 Rome, Italy; (M.F.); (V.E.)
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
| | - Matteo Candidi
- Department of Psychology, Sapienza University, 00185 Rome, Italy; (M.F.); (V.E.)
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
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11
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Talking with hands: body representation in British Sign Language users. Exp Brain Res 2021; 239:731-744. [PMID: 33392694 DOI: 10.1007/s00221-020-06013-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 12/08/2020] [Indexed: 12/13/2022]
Abstract
Body representation (BR) refers to the mental representation of motor, sensory, emotional and semantic information about the physical body. This cognitive representation is used in our everyday life, continuously, even though most of the time we do not appreciate it consciously. In some cases, BR is vital to be able to communicate. A crucial feature of signed languages (SLs), for instance, is that body parts such as hands are used to communicate. Nevertheless, little is known about BR in SL: is the communicative function of the body overwriting the physical constraints? Here, we explored this question by comparing twelve British Sign Language (BSL) learners to seventeen tango dancers (body expertise but not for communication) and fourteen control subjects (no special body expertise). We administered the Body Esteem Scale (BES), the Hand Laterality Task (HLT) and the Mental Motor Chronometry (MMC). To control for visual imagery, we administered ad hoc control tasks. We did not identify parameters able to differentiate between SL users and the other groups, whereas the more implicit parameters distinguished clearly tango dancers from controls. Importantly, neither tasks on visual imagery nor the BES revealed differences. Our findings offer initial evidence that linguistic use of the body not necessarily influences the cognitive components we explored of body representation.
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12
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Galigani M, Castellani N, Donno B, Franza M, Zuber C, Allet L, Garbarini F, Bassolino M. Effect of tool-use observation on metric body representation and peripersonal space. Neuropsychologia 2020; 148:107622. [PMID: 32905815 DOI: 10.1016/j.neuropsychologia.2020.107622] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 08/13/2020] [Accepted: 09/04/2020] [Indexed: 01/24/2023]
Abstract
In everyday life, we constantly act and interact with objects and with others' people through our body. To properly perform actions, the representations of the dimension of body-parts (metric body representation, BR) and of the space surrounding the body (peripersonal space, PPS) need to be constantly updated. Previous evidence has shown that BR and PPS representation are highly flexible, being modulated by sensorimotor experiences, such as the active use of tools to reach objects in the far space. In this study, we investigate whether the observation of another person using a tool to interact with objects located in the far space is sufficient to influence the plasticity of BR and PPS representation in a similar way to active tool-use. With this aim, two groups of young healthy participants were asked to perform 20 min trainings based on the active use of a tool to retrieve far cubes (active tool-use) and on the first-person observation of an experimenter doing the same tool-use training (observational tool-use). Behavioural tasks adapted from literature were used to evaluate the effects of the active and observational tool-use on BR (body-landmarks localization task-group 1), and PPS (audio-tactile interaction task - group 2). Results show that after active tool-use, participants perceived the length of their arm as longer than at baseline, while no significant differences appear after observation. Similarly, significant modifications in PPS representation, with comparable multisensory facilitation on tactile responses due to near and far sounds, were seen only after active tool-use, while this did not occur after observation. Together these results suggest that a mere observational training could not be sufficient to significantly modulate BR or PPS. The dissociation found in the active and observational tool-use points out differences between action execution and action observation, by suggesting a fundamental role of the motor planning, the motor intention, and the related sensorimotor feedback in driving BR and PPS plasticity.
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Affiliation(s)
- M Galigani
- MANIBUS Laboratory, Psychology Department, University of Turin, Turin, Italy
| | - N Castellani
- MANIBUS Laboratory, Psychology Department, University of Turin, Turin, Italy
| | - B Donno
- School of Health Sciences, HES-SO Valais-Wallis, Sion, Switzerland
| | - M Franza
- Center for Neuroprosthetics, Laboratory of Cognitive Neuroscience, Brain Mind Institute, School of Life Science Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne), Campus Biotech, Geneva and Campus SUVA, Sion, Switzerland
| | - C Zuber
- University of Applied Sciences of Western Switzerland, Switzerland
| | - L Allet
- School of Health Sciences, HES-SO Valais-Wallis, Sion, Switzerland; Department of Community Medicine, University Hospitals and University of Geneva, Geneva, Switzerland
| | - F Garbarini
- MANIBUS Laboratory, Psychology Department, University of Turin, Turin, Italy
| | - M Bassolino
- School of Health Sciences, HES-SO Valais-Wallis, Sion, Switzerland; Center for Neuroprosthetics, Laboratory of Cognitive Neuroscience, Brain Mind Institute, School of Life Science Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne), Campus Biotech, Geneva and Campus SUVA, Sion, Switzerland.
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13
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Stone KD, Kornblad CAE, Engel MM, Dijkerman HC, Blom RM, Keizer A. Lower limb peripersonal space and the desire to amputate a leg. PSYCHOLOGICAL RESEARCH 2020; 85:1221-1233. [PMID: 32198609 PMCID: PMC8049934 DOI: 10.1007/s00426-020-01316-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 03/07/2020] [Indexed: 02/05/2023]
Abstract
Body integrity identity disorder (BIID) is a rare condition defined by a persistent desire to amputate or paralyze a healthy limb (usually one or both of the legs). This desire arises from experiencing a mismatch between the internal body model and the actual physical/functional boundaries of the body. People with BIID show an abnormal physiological response to stimuli approaching the affected (unwanted) but not the unaffected leg, which might suggest a retracted peripersonal space (PPS: a multisensory integration zone near the body) around the unwanted limb. Thus, using a visuo-tactile interaction task, we examined leg PPS in a group of healthy men and three men with BIID who desired unilateral leg amputation. PPS size (~ 70 cm) around the unwanted BIID legs did not differ from that of healthy controls. Although the leg feels foreign in BIID, it still seems to maintain a PPS, presumably to protect it and facilitate interactions within the surrounding environment.
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Affiliation(s)
- Kayla D Stone
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands.
| | - Clara A E Kornblad
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
| | - Manja M Engel
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
| | - H Chris Dijkerman
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
| | - Rianne M Blom
- Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Anouk Keizer
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
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14
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Holmes NP, Martin D, Mitchell W, Noorani Z, Thorne A. Do sounds near the hand facilitate tactile reaction times? Four experiments and a meta-analysis provide mixed support and suggest a small effect size. Exp Brain Res 2020; 238:995-1009. [PMID: 32193585 PMCID: PMC7181441 DOI: 10.1007/s00221-020-05771-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 03/04/2020] [Indexed: 11/12/2022]
Abstract
The brain represents the space immediately surrounding the body differently to more distant parts of space. Direct evidence for this ‘peripersonal space’ representation comes from neurophysiological studies in monkeys, which show distance-dependent responses to visual stimuli in neurons with spatially coincident tactile responses. Most evidence for peripersonal space in humans is indirect: spatial- and distance-dependent modulations of reaction times and error rates in behavioural tasks. In one task often used to assess peripersonal space, sounds near the body have been argued to speed reactions to tactile stimuli. We conducted four experiments attempting to measure this distance-dependent audiotactile interaction. We found no distance-dependent enhancement of tactile processing in error rates or task performance, but found some evidence for a general speeding of reaction times by 9.5 ms when sounds were presented near the hand. A systematic review revealed an overestimation of reported effect sizes, lack of control conditions, a wide variety of methods, post hoc removal of data, and flexible methods of data analysis. After correcting for the speed of sound, removing biased or inconclusive studies, correcting for temporal expectancy, and using the trim-and-fill method to correct for publication bias, meta-analysis revealed an overall benefit of 15.2 ms when tactile stimuli are accompanied by near sounds compared to sounds further away. While this effect may be due to peripersonal space, response probability and the number of trials per condition explained significant proportions of variance in this near versus far benefit. These confounds need to be addressed, and alternative explanations ruled out by future, ideally pre-registered, studies.
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Affiliation(s)
| | - Dennis Martin
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, RG6 6AL, UK
| | - William Mitchell
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, RG6 6AL, UK
| | - Zeeshan Noorani
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, RG6 6AL, UK
| | - Amber Thorne
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, RG6 6AL, UK
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15
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Altered updating of bodily and spatial representations after tool-use in complex regional pain syndrome. Pain 2020; 161:1609-1628. [DOI: 10.1097/j.pain.0000000000001845] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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16
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Bernasconi F, Noel JP, Park HD, Faivre N, Seeck M, Spinelli L, Schaller K, Blanke O, Serino A. Audio-Tactile and Peripersonal Space Processing Around the Trunk in Human Parietal and Temporal Cortex: An Intracranial EEG Study. Cereb Cortex 2019; 28:3385-3397. [PMID: 30010843 PMCID: PMC6095214 DOI: 10.1093/cercor/bhy156] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Accepted: 06/14/2018] [Indexed: 12/04/2022] Open
Abstract
Interactions with the environment happen within one’s peripersonal space (PPS)—the space surrounding the body. Studies in monkeys and humans have highlighted a multisensory distributed cortical network representing the PPS. However, knowledge about the temporal dynamics of PPS processing around the trunk is lacking. Here, we recorded intracranial electroencephalography (iEEG) in humans while administering tactile stimulation (T), approaching auditory stimuli (A), and the 2 combined (AT). To map PPS, tactile stimulation was delivered when the sound was far, intermediate, or close to the body. The 19% of the electrodes showed AT multisensory integration. Among those, 30% showed a PPS effect, a modulation of the response as a function of the distance between the sound and body. AT multisensory integration and PPS effects had similar spatiotemporal characteristics, with an early response (~50 ms) in the insular cortex, and later responses (~200 ms) in precentral and postcentral gyri. Superior temporal cortex showed a different response pattern with AT multisensory integration at ~100 ms without a PPS effect. These results, represent the first iEEG delineation of PPS processing in humans and show that PPS and multisensory integration happen at similar neural sites and time periods, suggesting that PPS representation is based on a spatial modulation of multisensory integration.
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Affiliation(s)
- Fosco Bernasconi
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne), Geneva, Switzerland.,Center for Neuroprosthetics, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Geneva, Switzerland
| | - Jean-Paul Noel
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne), Geneva, Switzerland.,Neuroscience Graduate Program, Vanderbilt University, Nashville, USA.,Vanderbilt Brain Institute, Vanderbilt University, Nashville, USA
| | - Hyeong Dong Park
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne), Geneva, Switzerland.,Center for Neuroprosthetics, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Geneva, Switzerland
| | - Nathan Faivre
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne), Geneva, Switzerland.,Center for Neuroprosthetics, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Geneva, Switzerland.,Centre d'Economie de la Sorbonne, CNRS UMR 8174, Paris, France
| | - Margitta Seeck
- Presurgical Epilepsy Evaluation Unit, Neurology Department, University Hospital of Geneva, Geneva, Switzerland
| | - Laurent Spinelli
- Presurgical Epilepsy Evaluation Unit, Neurology Department, University Hospital of Geneva, Geneva, Switzerland
| | - Karl Schaller
- Department of Neurosurgery, Geneva University Hospital (HUG), 4 Rue Gabrielle-Perret-Gentil, Geneva, Switzerland
| | - Olaf Blanke
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne), Geneva, Switzerland.,Center for Neuroprosthetics, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Geneva, Switzerland.,Centre d'Economie de la Sorbonne, CNRS UMR 8174, Paris, France
| | - Andrea Serino
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne), Geneva, Switzerland.,Center for Neuroprosthetics, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Geneva, Switzerland.,MySpace Lab, Department of Clinical Neuroscience, Centre Hospitalier Universitaire Vaudois (CHUV), University of Lausanne, Lausanne, Switzerland
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17
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Graham N, Mandy A, Clarke C, Morriss-Roberts C. Play Experiences of Children With a High Level of Physical Disability. Am J Occup Ther 2019; 73:7306205010p1-7306205010p10. [DOI: 10.5014/ajot.2019.032516] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Abstract
Importance: This research provides practitioners with an understanding of play from the perspective of children with a high level of physical disability.
Objective: To explore the experience of play for children who have a high level of physical disability as a result of cerebral palsy.
Design: Interpretative phenomenological analysis. Children participated in three interviews each to discuss their experience of play. Visual methods, such as use of video and drawings, enabled a greater depth of discussion.
Setting: Participants’ homes.
Participants: Six children ages 6–11 yr with a high level of physical disability, recruited via snowball sampling and charities working with children with cerebral palsy.
Results: We found that making choices and controlling play were important for the children, that they often experienced play differently than their peers, and that they connected with others in play through humor and communication skills.
Conclusions and Relevance: Occupational therapy practitioners can respond to the findings by understanding the embodied unit, recognizing vista play, enabling expression of each child’s imagined self, supporting negotiation of identity and disability, recognizing participation in play through watching, enabling opportunities for belonging, enabling development of component skills for play, and supporting strategies for connection.
What This Article Adds: This article provides occupational therapy practitioners and other professionals with an understanding of play from the perspective of children who have a high level of physical disability.
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Affiliation(s)
- Naomi Graham
- Naomi Graham, PhD, MSc, BSc(Hons), is Lead Therapist and Clinic Manager, Growing Hope, London, England;
| | - Anne Mandy
- Anne Mandy, PhD, MSc, BSc(Hons), is Associate Professor, Doctoral College, University of Brighton, Eastbourne, England
| | - Channine Clarke
- Channine Clarke, PhD, MSc, BSc(Hons), is Academic Lead, Occupational Therapy, School of Health Sciences, University of Brighton, Eastbourne, England
| | - Christopher Morriss-Roberts
- Christopher Morriss-Roberts, PhD, MA, BSc(Hons), is Research Fellow, Great Ormond Street Hospital, London, England
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18
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Amemiya T, Ikei Y, Kitazaki M. Remapping Peripersonal Space by Using Foot-Sole Vibrations Without Any Body Movement. Psychol Sci 2019; 30:1522-1532. [PMID: 31545929 DOI: 10.1177/0956797619869337] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The limited space immediately surrounding our body, known as peripersonal space (PPS), has been investigated by focusing on changes in the multisensory processing of audio-tactile stimuli occurring within or outside the PPS. Some studies have reported that the PPS representation is extended by body actions such as walking. However, it is unclear whether the PPS changes when a walking-like sensation is induced but the body neither moves nor is forced to move. Here, we show that a rhythmic pattern consisting of walking-sound vibrations applied to the soles of the feet, but not the forearms, boosted tactile processing when looming sounds were located near the body. The findings suggest that an extension of the PPS representation can be triggered by stimulating the soles in the absence of body action, which may automatically drive a motor program for walking, leading to a change in spatial cognition around the body.
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Affiliation(s)
- Tomohiro Amemiya
- Graduate School of Information Science and Technology, The University of Tokyo.,Virtual Reality Educational Research Center, The University of Tokyo.,NTT Communication Science Laboratories, NTT Corporation, Kanagawa, Japan
| | - Yasushi Ikei
- Faculty of Systems Design, Tokyo Metropolitan University
| | - Michiteru Kitazaki
- Department of Computer Science and Engineering, Toyohashi University of Technology
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19
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Bruno V, Carpinella I, Rabuffetti M, De Giuli L, Sinigaglia C, Garbarini F, Ferrarin M. How Tool-Use Shapes Body Metric Representation: Evidence From Motor Training With and Without Robotic Assistance. Front Hum Neurosci 2019; 13:299. [PMID: 31572147 PMCID: PMC6751246 DOI: 10.3389/fnhum.2019.00299] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Accepted: 08/12/2019] [Indexed: 11/13/2022] Open
Abstract
Previous evidence has shown that tool-use can reshape one's own body schema, extending peripersonal space and modulating the representation of related body parts. Here, we investigated the role of tool action in shaping the body metric representation, by contrasting two different views. According to a first view, the shaping would rely on the mere execution of tool action, while the second view suggests that the shaping induced by tool action on body representation would primarily depend on the representation of the action goals to be accomplished. To this aim, we contrasted a condition in which participants voluntarily accomplish the movement by representing the program and goal of a tool action (i.e., active tool-use training) with a condition in which the tool-use training was produced without any prior goal representation (i.e., passive tool-use training by means of robotic assistance). If the body metric representation primarily depends on the coexistence between goal representation and bodily movements, we would expect an increase of the perceived forearm length in the post- with respect to the pre-training phase after the active training phase only. Healthy participants were asked to estimate the midpoint of their right forearm before and after 20 min of tool-use training. In the active condition, subjects performed "enfold-and-push" movements using a rake to prolong their arm. In the passive condition, subjects were asked to be completely relaxed while the movements were performed with robotic assistance. Results showed a significant increase in the perceived arm length in the post- with respect to the pre-training phase only in the active task. Interestingly, only in the post-training phase, a significant difference was found between active and passive conditions, with a higher perceived arm length in the former than in the latter. From a theoretical perspective, these findings suggest that tool-use may shape body metric representation only when action programs are motorically represented and not merely produced. From a clinical perspective, these results support the use of robots for the rehabilitation of brain-damaged hemiplegic patients, provided that robot assistance during the exercises is present only "as-needed" and that patients' motor representation is actively involved.
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Affiliation(s)
- Valentina Bruno
- MANIBUS Laboratory, Psychology Department, University of Turin, Turin, Italy
| | - Ilaria Carpinella
- IRCCS Fondazione Don Carlo Gnocchi, Biomedical Technology Department, Milan, Italy
| | - Marco Rabuffetti
- IRCCS Fondazione Don Carlo Gnocchi, Biomedical Technology Department, Milan, Italy
| | - Lorenzo De Giuli
- PHI-LAB, Department of Philosophy, University of Milan, Milan, Italy
| | | | - Francesca Garbarini
- MANIBUS Laboratory, Psychology Department, University of Turin, Turin, Italy
| | - Maurizio Ferrarin
- IRCCS Fondazione Don Carlo Gnocchi, Biomedical Technology Department, Milan, Italy
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20
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Cuberovic I, Gill A, Resnik LJ, Tyler DJ, Graczyk EL. Learning of Artificial Sensation Through Long-Term Home Use of a Sensory-Enabled Prosthesis. Front Neurosci 2019; 13:853. [PMID: 31496931 PMCID: PMC6712074 DOI: 10.3389/fnins.2019.00853] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 07/30/2019] [Indexed: 12/14/2022] Open
Abstract
Upper limb prostheses are specialized tools, and skilled operation is learned by amputees over time. Recently, neural prostheses using implanted peripheral nerve interfaces have enabled advances in artificial somatosensory feedback that can improve prosthesis outcomes. However, the effect of sensory learning on artificial somatosensation has not been studied, despite its known influence on intact somatosensation and analogous neuroprostheses. Sensory learning involves changes in the perception and interpretation of sensory feedback and may further influence functional and psychosocial outcomes. In this mixed methods case study, we examined how passive learning over 115 days of home use of a neural-connected, sensory-enabled prosthetic hand influenced perception of artificial sensory feedback in a participant with transradial amputation. We examined perceptual changes both within individual days of use and across the duration of the study. At both time scales, the reported percept locations became significantly more aligned with prosthesis sensor locations, and the phantom limb became significantly more extended toward the prosthesis position. Similarly, the participant’s ratings of intensity, naturalness, and contact touch significantly increased, while his ratings of vibration and movement significantly decreased across-days for tactile channels. These sensory changes likely resulted from engagement of cortical plasticity mechanisms as the participant learned to use the artificial sensory feedback. We also assessed psychosocial and functional outcomes through surveys and interviews, and found that self-efficacy, perceived function, prosthesis embodiment, social touch, body image, and prosthesis efficiency improved significantly. These outcomes typically improved within the first month of home use, demonstrating rapid benefits of artificial sensation. Participant interviews indicated that the naturalness of the experience and engagement with the prosthesis increased throughout the study, suggesting that artificial somatosensation may decrease prosthesis abandonment. Our data showed that prosthesis embodiment was intricately related to naturalness and phantom limb perception, and that learning the artificial sensation may have modified the body schema. As another indicator of successfully learning to use artificial sensation, the participant reported the emergence of stereognosis later in the study. This study provides the first evidence that artificial somatosensation can undergo similar learning processes as intact sensation and highlights the importance of sensory restoration in prostheses.
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Affiliation(s)
- Ivana Cuberovic
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States.,Louis Stokes Cleveland VA Medical Center, Cleveland, OH, United States
| | - Anisha Gill
- Providence VA Medical Center, Providence, RI, United States
| | - Linda J Resnik
- Providence VA Medical Center, Providence, RI, United States.,Department of Health Services, Policy, and Practice, Brown University, Providence, RI, United States
| | - Dustin J Tyler
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States.,Louis Stokes Cleveland VA Medical Center, Cleveland, OH, United States
| | - Emily L Graczyk
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States.,Louis Stokes Cleveland VA Medical Center, Cleveland, OH, United States
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21
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Embodying their own wheelchair modifies extrapersonal space perception in people with spinal cord injury. Exp Brain Res 2019; 237:2621-2632. [DOI: 10.1007/s00221-019-05618-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Accepted: 07/31/2019] [Indexed: 01/06/2023]
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22
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Noel JP, Serino A, Wallace MT. Increased Neural Strength and Reliability to Audiovisual Stimuli at the Boundary of Peripersonal Space. J Cogn Neurosci 2019; 31:1155-1172. [DOI: 10.1162/jocn_a_01334] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The actionable space surrounding the body, referred to as peripersonal space (PPS), has been the subject of significant interest of late within the broader framework of embodied cognition. Neurophysiological and neuroimaging studies have shown the representation of PPS to be built from visuotactile and audiotactile neurons within a frontoparietal network and whose activity is modulated by the presence of stimuli in proximity to the body. In contrast to single-unit and fMRI studies, an area of inquiry that has received little attention is the EEG characterization associated with PPS processing. Furthermore, although PPS is encoded by multisensory neurons, to date there has been no EEG study systematically examining neural responses to unisensory and multisensory stimuli, as these are presented outside, near, and within the boundary of PPS. Similarly, it remains poorly understood whether multisensory integration is generally more likely at certain spatial locations (e.g., near the body) or whether the cross-modal tactile facilitation that occurs within PPS is simply due to a reduction in the distance between sensory stimuli when close to the body and in line with the spatial principle of multisensory integration. In the current study, to examine the neural dynamics of multisensory processing within and beyond the PPS boundary, we present auditory, visual, and audiovisual stimuli at various distances relative to participants' reaching limit—an approximation of PPS—while recording continuous high-density EEG. We question whether multisensory (vs. unisensory) processing varies as a function of stimulus–observer distance. Results demonstrate a significant increase of global field power (i.e., overall strength of response across the entire electrode montage) for stimuli presented at the PPS boundary—an increase that is largest under multisensory (i.e., audiovisual) conditions. Source localization of the major contributors to this global field power difference suggests neural generators in the intraparietal sulcus and insular cortex, hubs for visuotactile and audiotactile PPS processing. Furthermore, when neural dynamics are examined in more detail, changes in the reliability of evoked potentials in centroparietal electrodes are predictive on a subject-by-subject basis of the later changes in estimated current strength at the intraparietal sulcus linked to stimulus proximity to the PPS boundary. Together, these results provide a previously unrealized view into the neural dynamics and temporal code associated with the encoding of nontactile multisensory around the PPS boundary.
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Affiliation(s)
| | - Andrea Serino
- University of Lausanne
- Ecole Polytechnique Federale de Lausanne
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23
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Serino A. Peripersonal space (PPS) as a multisensory interface between the individual and the environment, defining the space of the self. Neurosci Biobehav Rev 2019; 99:138-159. [DOI: 10.1016/j.neubiorev.2019.01.016] [Citation(s) in RCA: 112] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 12/23/2018] [Accepted: 01/14/2019] [Indexed: 11/25/2022]
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24
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Berger M, Neumann P, Gail A. Peri-hand space expands beyond reach in the context of walk-and-reach movements. Sci Rep 2019; 9:3013. [PMID: 30816205 PMCID: PMC6395760 DOI: 10.1038/s41598-019-39520-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 01/28/2019] [Indexed: 12/15/2022] Open
Abstract
The brain incorporates sensory information across modalities to be able to interact with our environment. The peripersonal space (PPS), defined by a high level of crossmodal interaction, is centered on the relevant body part, e.g. the hand, but can spatially expand to encompass tools or reach targets during goal-directed behavior. Previous studies considered expansion of the PPS towards goals within immediate or tool-mediated reach, but not the translocation of the body as during walking. Here, we used the crossmodal congruency effect (CCE) to quantify the extension of the PPS and test if PPS can also expand further to include far located walk-and-reach targets accessible only by translocation of the body. We tested for orientation specificity of the hand-centered reference frame, asking if the CCE inverts with inversion of the hand orientation during reach. We show a high CCE with onset of the movement not only towards reach targets but also walk-and-reach targets. When participants must change hand orientation, the CCE decreases, if not vanishes, and does not simply invert. We conclude that the PPS can expand to the action space beyond immediate or tool-mediated reaching distance but is not purely hand-centered with respect to orientation.
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Affiliation(s)
- Michael Berger
- Cognitive Neuroscience Laboratory, German Primate Center - Leibniz-Institute for Primate Research, Goettingen, Germany.
- Faculty of Biology and Psychology, University of Goettingen, Goettingen, Germany.
| | - Peter Neumann
- Cognitive Neuroscience Laboratory, German Primate Center - Leibniz-Institute for Primate Research, Goettingen, Germany
- Faculty of Biology and Psychology, University of Goettingen, Goettingen, Germany
| | - Alexander Gail
- Cognitive Neuroscience Laboratory, German Primate Center - Leibniz-Institute for Primate Research, Goettingen, Germany
- Faculty of Biology and Psychology, University of Goettingen, Goettingen, Germany
- Leibniz-ScienceCampus Primate Cognition, Goettingen, Germany
- Bernstein Center for Computational Neuroscience, Goettingen, Germany
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25
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Noel JP, Samad M, Doxon A, Clark J, Keller S, Di Luca M. Peri-personal space as a prior in coupling visual and proprioceptive signals. Sci Rep 2018; 8:15819. [PMID: 30361477 PMCID: PMC6202371 DOI: 10.1038/s41598-018-33961-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 10/07/2018] [Indexed: 02/06/2023] Open
Abstract
It has been suggested that the integration of multiple body-related sources of information within the peri-personal space (PPS) scaffolds body ownership. However, a normative computational framework detailing the functional role of PPS is still missing. Here we cast PPS as a visuo-proprioceptive Bayesian inference problem whereby objects we see in our environment are more likely to engender sensations as they come near to the body. We propose that PPS is the reflection of such an increased a priori probability of visuo-proprioceptive coupling that surrounds the body. To test this prediction, we immersed participants in a highly realistic virtual reality (VR) simulation of their right arm and surrounding environment. We asked participants to perform target-directed reaches toward visual, proprioceptive, and visuo-proprioceptive targets while visually displaying their reaching arm (body visible condition) or not (body invisible condition). Reach end-points are analyzed in light of the coupling prior framework, where the extension of PPS is taken to be represented by the spatial dispersion of the coupling prior between visual and proprioceptive estimates of arm location. Results demonstrate that if the body is not visible, the spatial dispersion of the visuo-proprioceptive coupling relaxes, whereas the strength of coupling remains stable. By demonstrating a distance-dependent alteration in visual and proprioceptive localization attractive pull toward one another (stronger pull at small spatial discrepancies) when the body is rendered invisible - an effect that is well accounted for by the visuo-proprioceptive coupling prior - the results suggest that the visible body grounds visuo-proprioceptive coupling preferentially in the near vs. far space.
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Affiliation(s)
- Jean-Paul Noel
- Oculus Research, Facebook Inc., Redmond, WA, USA.,Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
| | - Majed Samad
- Oculus Research, Facebook Inc., Redmond, WA, USA.,Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Andrew Doxon
- Oculus Research, Facebook Inc., Redmond, WA, USA
| | - Justin Clark
- Oculus Research, Facebook Inc., Redmond, WA, USA
| | - Sean Keller
- Oculus Research, Facebook Inc., Redmond, WA, USA
| | - Massimiliano Di Luca
- Oculus Research, Facebook Inc., Redmond, WA, USA. .,Centre for Computational Neuroscience and Cognitive Robotics, University of Birmingham, Birmingham, UK.
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26
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Hunley SB, Lourenco SF. What is peripersonal space? An examination of unresolved empirical issues and emerging findings. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2018; 9:e1472. [PMID: 29985555 DOI: 10.1002/wcs.1472] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2017] [Revised: 06/07/2018] [Accepted: 06/08/2018] [Indexed: 11/07/2022]
Abstract
Findings from diverse fields of study, including neuroscience, psychology, zoology, and sociology, demonstrate that human and non-human primates maintain a representation of the space immediately surrounding the body, known as peripersonal space (PPS). However, progress in this field has been hampered by the lack of an agreed upon definition of PPS. Since the beginning of its formal study, scientists have argued that PPS plays a crucial role in both defensive and non-defensive actions. Yet consensus is lacking about the cognitive and neural instantiation of these functions. In particular, researchers have begun to ask whether a single, unified system of spatial-attentional resources supports both the defensive and non-defensive functions of PPS or, rather, whether there are multiple, independent systems. Moreover, there are open questions about the specificity of PPS. For example: Does PPS dissociate from other well-known phenomena such as personal space and the body schema? Finally, emerging research has brought attention to important questions about individual differences in the flexibility of PPS and the distribution of PPS in front compared to behind the body. In this advanced review, we shed light on questions about the nature of PPS, offering answers when the research permits or providing recommendations for achieving answers in future research. In so doing, we lay the groundwork for a comprehensive definition of PPS. This article is categorized under: Cognitive Biology > Evolutionary Roots of Cognition Psychology > Attention Psychology > Perception and Psychophysics Neuroscience > Plasticity.
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Affiliation(s)
- Samuel B Hunley
- Department of Psychology, Emory University, Atlanta, Georgia
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27
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Abstract
The construction of a coherent representation of our body and the mapping of the space immediately surrounding it are of the highest ecological importance. This space has at least three specificities: it is a space where actions are planned in order to interact with our environment; it is a space that contributes to the experience of self and self-boundaries, through tactile processing and multisensory interactions; last, it is a space that contributes to the experience of body integrity against external events. In the last decades, numerous studies have been interested in peripersonal space (PPS), defined as the space directly surrounding us and which we can interact with (for reviews, see Cléry et al., 2015b; de Vignemont and Iannetti, 2015; di Pellegrino and Làdavas, 2015). These studies have contributed to the understanding of how this space is constructed, encoded and modulated. The majority of these studies focused on subparts of PPS (the hand, the face or the trunk) and very few of them investigated the interaction between PPS subparts. In the present review, we summarize the latest advances in this research and we discuss the new perspectives that are set forth for futures investigations on this topic. We describe the most recent methods used to estimate PPS boundaries by the means of dynamic stimuli. We then highlight how impact prediction and approaching stimuli modulate this space by social, emotional and action-related components involving principally a parieto-frontal network. In a next step, we review evidence that there is not a unique representation of PPS but at least three sub-sections (hand, face and trunk PPS). Last, we discuss how these subspaces interact, and we question whether and how bodily self-consciousness (BSC) is functionally and behaviorally linked to PPS.
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Affiliation(s)
- Justine Cléry
- UMR5229, Institut des Sciences Cognitives Marc Jeannerod, CNRS-Université Claude Bernard Lyon I, Bron, France
| | - Suliann Ben Hamed
- UMR5229, Institut des Sciences Cognitives Marc Jeannerod, CNRS-Université Claude Bernard Lyon I, Bron, France
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28
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Noel JP, Blanke O, Serino A. From multisensory integration in peripersonal space to bodily self-consciousness: from statistical regularities to statistical inference. Ann N Y Acad Sci 2018; 1426:146-165. [PMID: 29876922 DOI: 10.1111/nyas.13867] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Revised: 04/24/2018] [Accepted: 05/02/2018] [Indexed: 01/09/2023]
Abstract
Integrating information across sensory systems is a critical step toward building a cohesive representation of the environment and one's body, and as illustrated by numerous illusions, scaffolds subjective experience of the world and self. In the last years, classic principles of multisensory integration elucidated in the subcortex have been translated into the language of statistical inference understood by the neocortical mantle. Most importantly, a mechanistic systems-level description of multisensory computations via probabilistic population coding and divisive normalization is actively being put forward. In parallel, by describing and understanding bodily illusions, researchers have suggested multisensory integration of bodily inputs within the peripersonal space as a key mechanism in bodily self-consciousness. Importantly, certain aspects of bodily self-consciousness, although still very much a minority, have been recently casted under the light of modern computational understandings of multisensory integration. In doing so, we argue, the field of bodily self-consciousness may borrow mechanistic descriptions regarding the neural implementation of inference computations outlined by the multisensory field. This computational approach, leveraged on the understanding of multisensory processes generally, promises to advance scientific comprehension regarding one of the most mysterious questions puzzling humankind, that is, how our brain creates the experience of a self in interaction with the environment.
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Affiliation(s)
- Jean-Paul Noel
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, Tennessee
| | - Olaf Blanke
- Laboratory of Cognitive Neuroscience (LNCO), Center for Neuroprosthetics (CNP), Ecole Polytechnique Federale de Lausanne (EPFL), Lausanne, Switzerland
- Department of Neurology, University of Geneva, Geneva, Switzerland
| | - Andrea Serino
- MySpace Lab, Department of Clinical Neuroscience, Centre Hospitalier Universitaire Vaudois (CHUV), University of Lausanne, Lausanne, Switzerland
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29
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Audio-visual sensory deprivation degrades visuo-tactile peri-personal space. Conscious Cogn 2018; 61:61-75. [DOI: 10.1016/j.concog.2018.04.001] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 03/15/2018] [Accepted: 04/02/2018] [Indexed: 11/24/2022]
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30
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Audiovisual integration in depth: multisensory binding and gain as a function of distance. Exp Brain Res 2018; 236:1939-1951. [PMID: 29700577 PMCID: PMC6010498 DOI: 10.1007/s00221-018-5274-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 02/19/2018] [Indexed: 11/01/2022]
Abstract
The integration of information across sensory modalities is dependent on the spatiotemporal characteristics of the stimuli that are paired. Despite large variation in the distance over which events occur in our environment, relatively little is known regarding how stimulus-observer distance affects multisensory integration. Prior work has suggested that exteroceptive stimuli are integrated over larger temporal intervals in near relative to far space, and that larger multisensory facilitations are evident in far relative to near space. Here, we sought to examine the interrelationship between these previously established distance-related features of multisensory processing. Participants performed an audiovisual simultaneity judgment and redundant target task in near and far space, while audiovisual stimuli were presented at a range of temporal delays (i.e., stimulus onset asynchronies). In line with the previous findings, temporal acuity was poorer in near relative to far space. Furthermore, reaction time to asynchronously presented audiovisual targets suggested a temporal window for fast detection-a range of stimuli asynchronies that was also larger in near as compared to far space. However, the range of reaction times over which multisensory response enhancement was observed was limited to a restricted range of relatively small (i.e., 150 ms) asynchronies, and did not differ significantly between near and far space. Furthermore, for synchronous presentations, these distance-related (i.e., near vs. far) modulations in temporal acuity and multisensory gain correlated negatively at an individual subject level. Thus, the findings support the conclusion that multisensory temporal binding and gain are asymmetrically modulated as a function of distance from the observer, and specifies that this relationship is specific for temporally synchronous audiovisual stimulus presentations.
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Pfeiffer C, Noel J, Serino A, Blanke O. Vestibular modulation of peripersonal space boundaries. Eur J Neurosci 2018; 47:800-811. [DOI: 10.1111/ejn.13872] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 02/08/2018] [Accepted: 02/13/2018] [Indexed: 11/29/2022]
Affiliation(s)
- Christian Pfeiffer
- Center for Neuroprosthetics School of Life Sciences Ecole Polytechnique Fédérale de Lausanne (EPFL) Campus Biotech H4, Chemin des Mines 9 Geneva CH – 1202 Switzerland
- Laboratory of Cognitive Neuroscience Brain Mind Institute Ecole Polytechnique Fédérale de Lausanne (EPFL) Geneva Switzerland
- Autonomous Systems Laboratory Institute of Robotics and Intelligent Systems Eidgenössische Technische Hochschule Zürich (ETHZ) Zürich Switzerland
| | - Jean‐Paul Noel
- Center for Neuroprosthetics School of Life Sciences Ecole Polytechnique Fédérale de Lausanne (EPFL) Campus Biotech H4, Chemin des Mines 9 Geneva CH – 1202 Switzerland
- Laboratory of Cognitive Neuroscience Brain Mind Institute Ecole Polytechnique Fédérale de Lausanne (EPFL) Geneva Switzerland
- Vanderbilt Brain Institute Vanderbilt University Nashville TN USA
| | - Andrea Serino
- Center for Neuroprosthetics School of Life Sciences Ecole Polytechnique Fédérale de Lausanne (EPFL) Campus Biotech H4, Chemin des Mines 9 Geneva CH – 1202 Switzerland
- Laboratory of Cognitive Neuroscience Brain Mind Institute Ecole Polytechnique Fédérale de Lausanne (EPFL) Geneva Switzerland
- MySpace Lab Department of Clinical Neuroscience Lausanne University and University Hospital (CHUV) Lausanne Switzerland
| | - Olaf Blanke
- Center for Neuroprosthetics School of Life Sciences Ecole Polytechnique Fédérale de Lausanne (EPFL) Campus Biotech H4, Chemin des Mines 9 Geneva CH – 1202 Switzerland
- Laboratory of Cognitive Neuroscience Brain Mind Institute Ecole Polytechnique Fédérale de Lausanne (EPFL) Geneva Switzerland
- Department of Neurology University Hospital Geneva Geneva Switzerland
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Vagnoni E, Lewis J, Tajadura-Jiménez A, Cardini F. Listening to a conversation with aggressive content expands the interpersonal space. PLoS One 2018; 13:e0192753. [PMID: 29590110 PMCID: PMC5873936 DOI: 10.1371/journal.pone.0192753] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Accepted: 01/30/2018] [Indexed: 12/02/2022] Open
Abstract
The distance individuals maintain between themselves and others can be defined as ‘interpersonal space’. This distance can be modulated both by situational factors and individual characteristics. Here we investigated the influence that the interpretation of other people interaction, in which one is not directly involved, may have on a person’s interpersonal space. In the current study we measured, for the first time, whether the size of interpersonal space changes after listening to other people conversations with neutral or aggressive content. The results showed that the interpersonal space expands after listening to a conversation with aggressive content relative to a conversation with a neutral content. This finding suggests that participants tend to distance themselves from an aggressive confrontation even if they are not involved in it. These results are in line with the view of the interpersonal space as a safety zone surrounding one’s body.
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Affiliation(s)
- Eleonora Vagnoni
- Department of Robotics, Brain and Cognitive Sciences, Istituto Italiano di Tecnologia, Center for Human Technologies, Genoa, Italy
| | - Jessica Lewis
- Department of Psychology, Anglia Ruskin University, Cambridge, United Kingdom
| | - Ana Tajadura-Jiménez
- Interactive Systems DEI-Lab, Universidad Carlos III de Madrid, Madrid, Spain
- UCL Interaction Centre (UCLIC), University College London, London, United Kingdom
| | - Flavia Cardini
- Department of Psychology, Anglia Ruskin University, Cambridge, United Kingdom
- * E-mail:
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Noel JP, Blanke O, Magosso E, Serino A. Neural adaptation accounts for the dynamic resizing of peripersonal space: evidence from a psychophysical-computational approach. J Neurophysiol 2018. [PMID: 29537917 PMCID: PMC6032111 DOI: 10.1152/jn.00652.2017] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Interactions between the body and the environment occur within the peripersonal space (PPS), the space immediately surrounding the body. The PPS is encoded by multisensory (audio-tactile, visual-tactile) neurons that possess receptive fields (RFs) anchored on the body and restricted in depth. The extension in depth of PPS neurons' RFs has been documented to change dynamically as a function of the velocity of incoming stimuli, but the underlying neural mechanisms are still unknown. Here, by integrating a psychophysical approach with neural network modeling, we propose a mechanistic explanation behind this inherent dynamic property of PPS. We psychophysically mapped the size of participant's peri-face and peri-trunk space as a function of the velocity of task-irrelevant approaching auditory stimuli. Findings indicated that the peri-trunk space was larger than the peri-face space, and, importantly, as for the neurophysiological delineation of RFs, both of these representations enlarged as the velocity of incoming sound increased. We propose a neural network model to mechanistically interpret these findings: the network includes reciprocal connections between unisensory areas and higher order multisensory neurons, and it implements neural adaptation to persistent stimulation as a mechanism sensitive to stimulus velocity. The network was capable of replicating the behavioral observations of PPS size remapping and relates behavioral proxies of PPS size to neurophysiological measures of multisensory neurons' RF size. We propose that a biologically plausible neural adaptation mechanism embedded within the network encoding for PPS can be responsible for the dynamic alterations in PPS size as a function of the velocity of incoming stimuli. NEW & NOTEWORTHY Interactions between body and environment occur within the peripersonal space (PPS). PPS neurons are highly dynamic, adapting online as a function of body-object interactions. The mechanistic underpinning PPS dynamic properties are unexplained. We demonstrate with a psychophysical approach that PPS enlarges as incoming stimulus velocity increases, efficiently preventing contacts with faster approaching objects. We present a neurocomputational model of multisensory PPS implementing neural adaptation to persistent stimulation to propose a neurophysiological mechanism underlying this effect.
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Affiliation(s)
- Jean-Paul Noel
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Faculty of Life Science, Ecole Polytechnique Federale de Lausanne, Lausanne , Switzerland.,Center for Neuroprosthetics, Ecole Polytechnique Federale de Lausanne, Lausanne , Switzerland.,Vanderbilt Brain Institute, Vanderbilt University , Nashville, Tennessee
| | - Olaf Blanke
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Faculty of Life Science, Ecole Polytechnique Federale de Lausanne, Lausanne , Switzerland.,Center for Neuroprosthetics, Ecole Polytechnique Federale de Lausanne, Lausanne , Switzerland.,Department of Neurology, University of Geneva , Geneva , Switzerland
| | - Elisa Magosso
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi, " University of Bologna , Cesena , Italy
| | - Andrea Serino
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Faculty of Life Science, Ecole Polytechnique Federale de Lausanne, Lausanne , Switzerland.,Center for Neuroprosthetics, Ecole Polytechnique Federale de Lausanne, Lausanne , Switzerland.,MySpace Lab, Department of Clinical Neuroscience, Centre Hospitalier Universitaire Vaudois, University of Lausanne , Lausanne , Switzerland
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Sedda A, Ambrosini E, Dirupo G, Tonin D, Valsecchi L, Redaelli T, Spinelli M, Costantini M, Bottini G. Affordances after spinal cord injury. J Neuropsychol 2018; 13:354-369. [PMID: 29453783 DOI: 10.1111/jnp.12151] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Revised: 12/13/2017] [Indexed: 11/29/2022]
Abstract
Spinal cord injury can cause cognitive impairments even when no cerebral lesion is appreciable. As patients are forced to explore the environment in a non-canonical position (i.e., seated on a wheelchair), a modified relation with space can explain motor-related cognitive differences compared to non-injured individuals. Peripersonal space is encoded in motor terms, that is, in relation to the representation of action abilities and is strictly related to the affordance of reachability. In turn, affordances, the action possibilities suggested by relevant properties of the environment, are related to the perceiver's peripersonal space and motor abilities. One might suppose that these motor-related cognitive abilities are compromised when an individual loses the ability to move. We shed light on this issue in 10 patients with paraplegia and 20 matched controls. All have been administered an affordances-related reachability judgement task adapted from Costantini, Ambrosini, Tieri, Sinigaglia, and Committeri (2010, Experimental Brain Research, 207, 95) and neuropsychological tests. Our findings demonstrate that patients and controls show the same level of accuracy in estimating the location of their peripersonal space boundaries, but only controls show the typical overestimation of reaching range. Secondly, patients show a higher variability in their judgements than controls. Importantly, this finding is related to the patients' ability to perform everyday tasks. Finally, patients are not faster in making their judgements on reachability in peripersonal space, while controls are. Our results suggest that not moving freely or as usual in the environment impact decoding of action-related properties even when the upper limbs are not compromised.
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Affiliation(s)
- Anna Sedda
- Psychology - School of Social Sciences - Heriot Watt University, Edinburgh, UK
| | | | - Giada Dirupo
- Faculty of Psychology and Educational Sciences (FAPSE), University of Geneva, Switzerland
| | - Diana Tonin
- School of Psychology, University of East Anglia, Norwich, UK
| | - Laura Valsecchi
- Unipolar Spinal Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Tiziana Redaelli
- Unipolar Spinal Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Michele Spinelli
- Unipolar Spinal Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Gabriella Bottini
- Cognitive Neuropsychology Centre, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Brain and Behavioral Sciences, University of Pavia, Italy.,NeuroMi, Milan Center for Neuroscience, Italy
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35
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Serino A, Noel JP, Mange R, Canzoneri E, Pellencin E, Ruiz JB, Bernasconi F, Blanke O, Herbelin B. Peripersonal Space: An Index of Multisensory Body–Environment Interactions in Real, Virtual, and Mixed Realities. ACTA ACUST UNITED AC 2018. [DOI: 10.3389/fict.2017.00031] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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36
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37
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Peripersonal space boundaries around the lower limbs. Exp Brain Res 2017; 236:161-173. [DOI: 10.1007/s00221-017-5115-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 10/27/2017] [Indexed: 11/26/2022]
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38
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Unconscious integration of multisensory bodily inputs in the peripersonal space shapes bodily self-consciousness. Cognition 2017; 166:174-183. [PMID: 28577447 DOI: 10.1016/j.cognition.2017.05.028] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 05/17/2017] [Accepted: 05/17/2017] [Indexed: 12/21/2022]
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39
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Biggio M, Bisio A, Avanzino L, Ruggeri P, Bove M. This racket is not mine: The influence of the tool-use on peripersonal space. Neuropsychologia 2017; 103:54-58. [DOI: 10.1016/j.neuropsychologia.2017.07.018] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Revised: 07/13/2017] [Accepted: 07/14/2017] [Indexed: 11/26/2022]
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40
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Riva G. The neuroscience of body memory: From the self through the space to the others. Cortex 2017; 104:241-260. [PMID: 28826604 DOI: 10.1016/j.cortex.2017.07.013] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Revised: 05/30/2017] [Accepted: 07/19/2017] [Indexed: 10/19/2022]
Abstract
Our experience of the body is not direct; rather, it is mediated by perceptual information, influenced by internal information, and recalibrated through stored implicit and explicit body representation (body memory). This paper presents an overview of the current investigations related to body memory by bringing together recent studies from neuropsychology, neuroscience, and evolutionary and cognitive psychology. To do so, in the paper, I explore the origin of representations of human body to elucidate their developmental process and, in particular, their relationship with more explicit concepts of self. First, it is suggested that our bodily experience is constructed from early development through the continuous integration of sensory and cultural data from six different representations of the body, i.e., the Sentient Body (Minimal Selfhood), the Spatial Body (Self Location), the Active Body (Agency), the Personal Body (Whole Body Ownership - Me); the Objectified Body (Objectified Self - Mine), and the Social Body (Body Satisfaction - Ideal Me). Then, it is suggested that these six representations can be combined in a coherent supramodal representation, i.e. the "body matrix", through a predictive, multisensory processing activated by central, top-down, attentional processes. From an evolutionary perspective, the main goal of the body matrix is to allow the self to protect and extend its boundaries at both the homeostatic and psychological levels. From one perspective, the self extends its boundaries (peripersonal space) through the enactment and recognition of motor schemas. From another perspective, the body matrix, by defining the boundaries of the body, also defines where the self is present, i.e., in the body that is processed by the body matrix as the most likely to be its one, and in the space surrounding it. In the paper I also introduce and discuss the concept of "embodied medicine": the use of advanced technology for altering the body matrix with the goal of improving our health and well-being.
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Affiliation(s)
- Giuseppe Riva
- Centro Studi e Ricerche di Psicologia Della Comunicazione, Università Cattolica Del Sacro Cuore, Milan, Italy; Applied Technology for Neuro-Psychology Lab, Istituto Auxologico Italiano, Milan, Italy.
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41
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Noel JP, Blanke O, Serino A, Salomon R. Interplay between Narrative and Bodily Self in Access to Consciousness: No Difference between Self- and Non-self Attributes. Front Psychol 2017; 8:72. [PMID: 28197110 PMCID: PMC5281626 DOI: 10.3389/fpsyg.2017.00072] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Accepted: 01/12/2017] [Indexed: 11/20/2022] Open
Abstract
The construct of the “self” is conceived as being fundamental in promoting survival. As such, extensive studies have documented preferential processing of self-relevant stimuli. For example, attributes that relate to the self are better encoded and retrieved, and are more readily consciously perceived. The preferential processing of self-relevant information, however, appears to be especially true for physical (e.g., faces), as opposed to psychological (e.g., traits), conceptions of the self. Here, we test whether semantic attributes that participants judge as self-relevant are further processed unconsciously than attributes that were not judged as self-relevant. In Experiment 1, a continuous flash suppression paradigm was employed with “self” and “non-self” attribute words being presented subliminally, and we asked participants to categorize unseen words as either self-related or not. In a second experiment, we attempted to boost putative preferential self-processing by relation to its physical conception, that is, one’s own body. To this aim, we repeated Experiment 1 while administrating acoustic stimuli either close or far from the body, i.e., within or outside peripersonal space. Results of both Experiment 1 and 2 demonstrate no difference in breaking suppression for self and non-self words. Additionally, we found that while participants were able to process the physical location of the unseen words (above or below fixation) they were not able to categorize these as self-relevant or not. Finally, results showed that sounds presented in the extra-personal space elicited a more stringent response criterion for “self” in the process of categorizing unseen visual stimuli. This shift in criterion as a consequence of sound location was restricted to the self, as no such effect was observed in the categorization of attributes occurring above or below fixation. Overall, our findings seem to indicate that subliminally presented stimuli are not semantically processed, at least inasmuch as to be categorized as self-relevant or not. However, we do demonstrate that the distance at which acoustic stimuli are presented may alter the balance between self- and non-self biases.
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Affiliation(s)
- Jean-Paul Noel
- Laboratory of Cognitive Neuroscience, Faculty of Life Science, Brain Mind Institute, Ecole Polytechnique Federale de LausanneLausanne, Switzerland; Center for Neuroprosthetics, Ecole Polytechnique Federale de LausanneLausanne, Switzerland; Vanderbilt Brain Institute, Vanderbilt University, NashvilleTN, USA
| | - Olaf Blanke
- Laboratory of Cognitive Neuroscience, Faculty of Life Science, Brain Mind Institute, Ecole Polytechnique Federale de LausanneLausanne, Switzerland; Center for Neuroprosthetics, Ecole Polytechnique Federale de LausanneLausanne, Switzerland; Department of Neurology, University HospitalGeneva, Switzerland
| | - Andrea Serino
- Laboratory of Cognitive Neuroscience, Faculty of Life Science, Brain Mind Institute, Ecole Polytechnique Federale de LausanneLausanne, Switzerland; Center for Neuroprosthetics, Ecole Polytechnique Federale de LausanneLausanne, Switzerland; Department of Psychology, Alma Mater Studiorum - Università di BolognaBologna, Italy
| | - Roy Salomon
- Laboratory of Cognitive Neuroscience, Faculty of Life Science, Brain Mind Institute, Ecole Polytechnique Federale de LausanneLausanne, Switzerland; Center for Neuroprosthetics, Ecole Polytechnique Federale de LausanneLausanne, Switzerland; Gonda Multidisciplinary Brain Research Center, Bar-Ilan UniversityRamat Gan, Israel
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Noel JP, Cascio CJ, Wallace MT, Park S. The spatial self in schizophrenia and autism spectrum disorder. Schizophr Res 2017; 179:8-12. [PMID: 27650196 PMCID: PMC5219859 DOI: 10.1016/j.schres.2016.09.021] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 09/07/2016] [Accepted: 09/14/2016] [Indexed: 11/25/2022]
Abstract
Schizophrenia (SZ) and autism spectrum disorder (ASD) have been both described as disorders of the self. However, the manner in which the sense of self is impacted in these disorders is strikingly different. In the current review, we propose that SZ and ASD lay at opposite extremes of a particular component of the representation of self; namely, self-location and the construct of peripersonal space. We evaluate emerging literature suggesting that while SZ individuals possess an extremely weak or variable bodily boundary between self and other, ASD patients possess a sharper self-other boundary. Furthermore, based on recent behavioral and neural network modeling findings, we propose that multisensory training focused on either sharpening (for SZ) or making shallower (for ASD) the self-other boundary may hold promise as an interventional tool in the treatment of these disorders.
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Affiliation(s)
- Jean-Paul Noel
- Neuroscience Graduate Program, Vanderbilt Brain Institute, Vanderbilt University Medical Center, Vanderbilt University, Nashville, TN, USA.
| | - Carissa J Cascio
- Department of Psychiatry, Vanderbilt School of Medicine, Vanderbilt University, Nashville, TN, USA; Vanderbilt Kennedy Center, Vanderbilt University, Nashville, TN, USA
| | - Mark T Wallace
- Vanderbilt Kennedy Center, Vanderbilt University, Nashville, TN, USA; Department of Hearing and Speech, Vanderbilt School of Medicine, Vanderbilt University, Nashville, TN, USA; Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Sohee Park
- Department of Psychiatry, Vanderbilt School of Medicine, Vanderbilt University, Nashville, TN, USA; Department of Psychology, Vanderbilt University, Nashville, TN, USA
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43
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Noel JP, Lukowska M, Wallace M, Serino A. Multisensory simultaneity judgment and proximity to the body. J Vis 2016; 16:21. [PMID: 26891828 PMCID: PMC4777235 DOI: 10.1167/16.3.21] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
The integration of information across different sensory modalities is known to be dependent upon the statistical characteristics of the stimuli to be combined. For example, the spatial and temporal proximity of stimuli are important determinants with stimuli that are close in space and time being more likely to be bound. These multisensory interactions occur not only for singular points in space/time, but over “windows” of space and time that likely relate to the ecological statistics of real-world stimuli. Relatedly, human psychophysical work has demonstrated that individuals are highly prone to judge multisensory stimuli as co-occurring over a wide range of time—a so-called simultaneity window (SW). Similarly, there exists a spatial representation of peripersonal space (PPS) surrounding the body in which stimuli related to the body and to external events occurring near the body are highly likely to be jointly processed. In the current study, we sought to examine the interaction between these temporal and spatial dimensions of multisensory representation by measuring the SW for audiovisual stimuli through proximal–distal space (i.e., PPS and extrapersonal space). Results demonstrate that the audiovisual SWs within PPS are larger than outside PPS. In addition, we suggest that this effect is likely due to an automatic and additional computation of these multisensory events in a body-centered reference frame. We discuss the current findings in terms of the spatiotemporal constraints of multisensory interactions and the implication of distinct reference frames on this process.
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44
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Wireless Cortical Brain-Machine Interface for Whole-Body Navigation in Primates. Sci Rep 2016; 6:22170. [PMID: 26938468 PMCID: PMC4776675 DOI: 10.1038/srep22170] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Accepted: 02/09/2016] [Indexed: 11/08/2022] Open
Abstract
Several groups have developed brain-machine-interfaces (BMIs) that allow primates to use cortical activity to control artificial limbs. Yet, it remains unknown whether cortical ensembles could represent the kinematics of whole-body navigation and be used to operate a BMI that moves a wheelchair continuously in space. Here we show that rhesus monkeys can learn to navigate a robotic wheelchair, using their cortical activity as the main control signal. Two monkeys were chronically implanted with multichannel microelectrode arrays that allowed wireless recordings from ensembles of premotor and sensorimotor cortical neurons. Initially, while monkeys remained seated in the robotic wheelchair, passive navigation was employed to train a linear decoder to extract 2D wheelchair kinematics from cortical activity. Next, monkeys employed the wireless BMI to translate their cortical activity into the robotic wheelchair’s translational and rotational velocities. Over time, monkeys improved their ability to navigate the wheelchair toward the location of a grape reward. The navigation was enacted by populations of cortical neurons tuned to whole-body displacement. During practice with the apparatus, we also noticed the presence of a cortical representation of the distance to reward location. These results demonstrate that intracranial BMIs could restore whole-body mobility to severely paralyzed patients in the future.
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Martel M, Cardinali L, Roy AC, Farnè A. Tool-use: An open window into body representation and its plasticity. Cogn Neuropsychol 2016; 33:82-101. [PMID: 27315277 PMCID: PMC4975077 DOI: 10.1080/02643294.2016.1167678] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2015] [Revised: 02/13/2016] [Accepted: 03/15/2016] [Indexed: 10/28/2022]
Abstract
Over the last decades, scientists have questioned the origin of the exquisite human mastery of tools. Seminal studies in monkeys, healthy participants and brain-damaged patients have primarily focused on the plastic changes that tool-use induces on spatial representations. More recently, we focused on the modifications tool-use must exert on the sensorimotor system and highlighted plastic changes at the level of the body representation used by the brain to control our movements, i.e., the Body Schema. Evidence is emerging for tool-use to affect also more visually and conceptually based representations of the body, such as the Body Image. Here we offer a critical review of the way different tool-use paradigms have been, and should be, used to try disentangling the critical features that are responsible for tool incorporation into different body representations. We will conclude that tool-use may offer a very valuable means to investigate high-order body representations and their plasticity.
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Affiliation(s)
- Marie Martel
- Laboratoire Dynamique du Langage, CNRS UMR 5596, Lyon69007, France
- University of Lyon, Lyon69000, France
| | - Lucilla Cardinali
- The Brain and Mind Institute, University of Western Ontario, London, ON, Canada
| | - Alice C. Roy
- Laboratoire Dynamique du Langage, CNRS UMR 5596, Lyon69007, France
- University of Lyon, Lyon69000, France
| | - Alessandro Farnè
- University of Lyon, Lyon69000, France
- Integrative Multisensory Perception Action & Cognition team (ImpAct), Lyon Neuroscience Research Center, INSERM U1028, CNRS UMR5292, Lyon69000, France
- Hospices Civils de Lyon, Mouvement et Handicap & Neuro-immersion, Lyon69000, France
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46
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Noel JP, Wallace M. Relative contributions of visual and auditory spatial representations to tactile localization. Neuropsychologia 2016; 82:84-90. [PMID: 26768124 DOI: 10.1016/j.neuropsychologia.2016.01.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2015] [Revised: 12/21/2015] [Accepted: 01/04/2016] [Indexed: 11/17/2022]
Abstract
Spatial localization of touch is critically dependent upon coordinate transformation between different reference frames, which must ultimately allow for alignment between somatotopic and external representations of space. Although prior work has shown an important role for cues such as body posture in influencing the spatial localization of touch, the relative contributions of the different sensory systems to this process are unknown. In the current study, we had participants perform a tactile temporal order judgment (TOJ) under different body postures and conditions of sensory deprivation. Specifically, participants performed non-speeded judgments about the order of two tactile stimuli presented in rapid succession on their ankles during conditions in which their legs were either uncrossed or crossed (and thus bringing somatotopic and external reference frames into conflict). These judgments were made in the absence of 1) visual, 2) auditory, or 3) combined audio-visual spatial information by blindfolding and/or placing participants in an anechoic chamber. As expected, results revealed that tactile temporal acuity was poorer under crossed than uncrossed leg postures. Intriguingly, results also revealed that auditory and audio-visual deprivation exacerbated the difference in tactile temporal acuity between uncrossed to crossed leg postures, an effect not seen for visual-only deprivation. Furthermore, the effects under combined audio-visual deprivation were greater than those seen for auditory deprivation. Collectively, these results indicate that mechanisms governing the alignment between somatotopic and external reference frames extend beyond those imposed by body posture to include spatial features conveyed by the auditory and visual modalities - with a heavier weighting of auditory than visual spatial information. Thus, sensory modalities conveying exteroceptive spatial information contribute to judgments regarding the localization of touch.
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Affiliation(s)
- Jean-Paul Noel
- Neuroscience Graduate Program, Vanderbilt University Medical School, Vanderbilt University, Nashville, TN 37235, USA; Vanderbilt Brain Institute, Vanderbilt University Medical School, Vanderbilt University, Nashville, TN 37235, USA
| | - Mark Wallace
- Vanderbilt Brain Institute, Vanderbilt University Medical School, Vanderbilt University, Nashville, TN 37235, USA; Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA; Department of Psychology, Vanderbilt University, Nashville, TN 37235, USA; Department of Psychiatry, Vanderbilt University, Nashville, TN 37235, USA.
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47
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van der Stoep N, Serino A, Farnè A, Di Luca M, Spence C. Depth: the Forgotten Dimension in Multisensory Research. Multisens Res 2016. [DOI: 10.1163/22134808-00002525] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The last quarter of a century has seen a dramatic rise of interest in the spatial constraints on multisensory integration. However, until recently, the majority of this research has investigated integration in the space directly in front of the observer. The space around us, however, extends in three spatial dimensions in the front and to the rear beyond such a limited area. The question to be addressed in this review concerns whether multisensory integration operates according to the same rules throughout the whole of three-dimensional space. The results reviewed here not only show that the space around us seems to be divided into distinct functional regions, but they also suggest that multisensory interactions are modulated by the region of space in which stimuli happen to be presented. We highlight a number of key limitations with previous research in this area, including: (1) The focus on only a very narrow region of two-dimensional space in front of the observer; (2) the use of static stimuli in most research; (3) the study of observers who themselves have been mostly static; and (4) the study of isolated observers. All of these factors may change the way in which the senses interact at any given distance, as can the emotional state/personality of the observer. In summarizing these salient issues, we hope to encourage researchers to consider these factors in their own research in order to gain a better understanding of the spatial constraints on multisensory integration as they affect us in our everyday life.
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Affiliation(s)
- N. van der Stoep
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
| | - A. Serino
- Center for Neuroprosthetics, EPFL, Lausanne, Switzerland
| | - A. Farnè
- ImpAct Team, Lyon Neuroscience Research Center, INSERM U1028, CNRS UMR5292, 69000 Lyon, France
| | - M. Di Luca
- School of Psychology, CNCR, University of Birmingham, Birmingham, United Kingdom
| | - C. Spence
- Department of Experimental Psychology, Oxford University, Oxford, United Kingdom
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48
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Body part-centered and full body-centered peripersonal space representations. Sci Rep 2015; 5:18603. [PMID: 26690698 PMCID: PMC4686995 DOI: 10.1038/srep18603] [Citation(s) in RCA: 121] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 11/09/2015] [Indexed: 11/09/2022] Open
Abstract
Dedicated neural systems represent the space surrounding the body, termed Peripersonal space (PPS), by integrating visual or auditory stimuli occurring near the body with somatosensory information. As a behavioral proxy to PPS, we measured participants' reaction time to tactile stimulation while task-irrelevant auditory or visual stimuli were presented at different distances from their body. In 7 experiments we delineated the critical distance at which auditory or visual stimuli boosted tactile processing on the hand, face, and trunk as a proxy of the PPS extension. Three main findings were obtained. First, the size of PPS varied according to the stimulated body part, being progressively bigger for the hand, then face, and largest for the trunk. Second, while approaching stimuli always modulated tactile processing in a space-dependent manner, receding stimuli did so only for the hand. Finally, the extension of PPS around the hand and the face varied according to their relative positioning and stimuli congruency, whereas the trunk PPS was constant. These results suggest that at least three body-part specific PPS representations exist, differing in extension and directional tuning. These distinct PPS representations, however, are not fully independent from each other, but referenced to the common reference frame of the trunk.
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Pazzaglia M, Molinari M. The embodiment of assistive devices-from wheelchair to exoskeleton. Phys Life Rev 2015; 16:163-75. [PMID: 26708357 DOI: 10.1016/j.plrev.2015.11.006] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 11/24/2015] [Indexed: 01/18/2023]
Abstract
Spinal cord injuries (SCIs) place a heavy burden on the healthcare system and have a high personal impact and marked socio-economic consequences. Clinically, no absolute cure for these conditions exists. However, in recent years, there has been an increased focus on new robotic technologies that can change the frame we think about the prognosis for recovery and for treating some functions of the body affected after SCIs. This review has two goals. The first is to assess the possibility of the embodiment of functional assistive tools after traumatic disruption of the neural pathways between the brain and the body. To this end, we will examine how altered sensorimotor information modulates the sense of the body in SCI. The second goal is to map the phenomenological experience of using external tools that typically extend the potential of the body physically impaired by SCI. More specifically, we will focus on the difference between the perception of one's physically augmented and non-augmented affected body based on observable and measurable behaviors. We discuss potential clinical benefits of enhanced embodiment of the external objects by way of multisensory interventions. This review argues that the future evolution of human robotic technologies will require adopting an embodied approach, taking advantage of brain plasticity to allow bionic limbs to be mapped within the neural circuits of physically impaired individuals.
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Affiliation(s)
- Mariella Pazzaglia
- Department of Psychology, University of Rome 'La Sapienza', Via dei Marsi 78, 00185 Rome, Italy; IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy.
| | - Marco Molinari
- IRCCS Fondazione Santa Lucia, Via Ardeatina 306, 00179 Rome, Italy
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Pozeg P, Galli G, Blanke O. Those are Your Legs: The Effect of Visuo-Spatial Viewpoint on Visuo-Tactile Integration and Body Ownership. Front Psychol 2015; 6:1749. [PMID: 26635663 PMCID: PMC4646976 DOI: 10.3389/fpsyg.2015.01749] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Accepted: 10/31/2015] [Indexed: 11/13/2022] Open
Abstract
Experiencing a body part as one's own, i.e., body ownership, depends on the integration of multisensory bodily signals (including visual, tactile, and proprioceptive information) with the visual top-down signals from peripersonal space. Although it has been shown that the visuo-spatial viewpoint from where the body is seen is an important visual top-down factor for body ownership, different studies have reported diverging results. Furthermore, the role of visuo-spatial viewpoint (sometime also called first-person perspective) has only been studied for hands or the whole body, but not for the lower limbs. We thus investigated whether and how leg visuo-tactile integration and leg ownership depended on the visuo-spatial viewpoint from which the legs were seen and the anatomical similarity of the visual leg stimuli. Using a virtual leg illusion, we tested the strength of visuo-tactile integration of leg stimuli using the crossmodal congruency effect (CCE) as well as the subjective sense of leg ownership (assessed by a questionnaire). Fifteen participants viewed virtual legs or non-corporeal control objects, presented either from their habitual first-person viewpoint or from a viewpoint that was rotated by 90°(third-person viewpoint), while applying visuo-tactile stroking between the participants legs and the virtual legs shown on a head-mounted display. The data show that the first-person visuo-spatial viewpoint significantly boosts the visuo-tactile integration as well as the sense of leg ownership. Moreover, the viewpoint-dependent increment of the visuo-tactile integration was only found in the conditions when participants viewed the virtual legs (absent for control objects). These results confirm the importance of first person visuo-spatial viewpoint for the integration of visuo-tactile stimuli and extend findings from the upper extremity and the trunk to visuo-tactile integration and ownership for the legs.
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Affiliation(s)
- Polona Pozeg
- Center for Neuroprosthetics, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne , Lausanne, Switzerland ; Laboratory of Cognitive Neuroscience, Brain Mind Institute, Ecole Polytechnique Fédérale de Lausanne , Lausanne, Switzerland
| | - Giulia Galli
- Laboratory of Cognitive Neuroscience, Brain Mind Institute, Ecole Polytechnique Fédérale de Lausanne , Lausanne, Switzerland ; Istituti di Ricovero e Cura a Carattere Scientifico, Fondazione Santa Lucia , Rome, Italy
| | - Olaf Blanke
- Center for Neuroprosthetics, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne , Lausanne, Switzerland ; Laboratory of Cognitive Neuroscience, Brain Mind Institute, Ecole Polytechnique Fédérale de Lausanne , Lausanne, Switzerland ; Department of Neurology, University Hospital of Geneva , Geneva, Switzerland
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