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Modeling foot sole cutaneous afferents: FootSim

While walking and maintaining balance, humans rely on cutaneous feedback from the foot sole. Electrophysiological recordings reveal how this tactile feedback is represented in neural afferent populations, but obtaining them is difficult and limited to stationary conditions. We developed the FootSim...

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Detalles Bibliográficos
Autores principales: Katic, Natalija, Siqueira, Rodrigo Kazu, Cleland, Luke, Strzalkowski, Nicholas, Bent, Leah, Raspopovic, Stanisa, Saal, Hannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9829801/
https://www.ncbi.nlm.nih.gov/pubmed/36636355
http://dx.doi.org/10.1016/j.isci.2022.105874
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author Katic, Natalija
Siqueira, Rodrigo Kazu
Cleland, Luke
Strzalkowski, Nicholas
Bent, Leah
Raspopovic, Stanisa
Saal, Hannes
author_facet Katic, Natalija
Siqueira, Rodrigo Kazu
Cleland, Luke
Strzalkowski, Nicholas
Bent, Leah
Raspopovic, Stanisa
Saal, Hannes
author_sort Katic, Natalija
collection PubMed
description While walking and maintaining balance, humans rely on cutaneous feedback from the foot sole. Electrophysiological recordings reveal how this tactile feedback is represented in neural afferent populations, but obtaining them is difficult and limited to stationary conditions. We developed the FootSim model, a realistic replication of mechanoreceptor activation in the lower limb. The model simulates neural spiking responses to arbitrary mechanical stimuli from the combined population of all four types of mechanoreceptors innervating the foot sole. It considers specific mechanics of the foot sole skin tissue, and model internal parameters are fitted using human microneurography recording dataset. FootSim can be exploited for neuroscientific insights, to understand the overall afferent activation in dynamic conditions, and for overcoming the limitation of currently available recording techniques. Furthermore, neuroengineers can use the model as a robust in silico tool for neuroprosthetic applications and for designing biomimetic stimulation patterns starting from the simulated afferent neural responses.
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spelling pubmed-98298012023-01-11 Modeling foot sole cutaneous afferents: FootSim Katic, Natalija Siqueira, Rodrigo Kazu Cleland, Luke Strzalkowski, Nicholas Bent, Leah Raspopovic, Stanisa Saal, Hannes iScience Article While walking and maintaining balance, humans rely on cutaneous feedback from the foot sole. Electrophysiological recordings reveal how this tactile feedback is represented in neural afferent populations, but obtaining them is difficult and limited to stationary conditions. We developed the FootSim model, a realistic replication of mechanoreceptor activation in the lower limb. The model simulates neural spiking responses to arbitrary mechanical stimuli from the combined population of all four types of mechanoreceptors innervating the foot sole. It considers specific mechanics of the foot sole skin tissue, and model internal parameters are fitted using human microneurography recording dataset. FootSim can be exploited for neuroscientific insights, to understand the overall afferent activation in dynamic conditions, and for overcoming the limitation of currently available recording techniques. Furthermore, neuroengineers can use the model as a robust in silico tool for neuroprosthetic applications and for designing biomimetic stimulation patterns starting from the simulated afferent neural responses. Elsevier 2022-12-24 /pmc/articles/PMC9829801/ /pubmed/36636355 http://dx.doi.org/10.1016/j.isci.2022.105874 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Katic, Natalija
Siqueira, Rodrigo Kazu
Cleland, Luke
Strzalkowski, Nicholas
Bent, Leah
Raspopovic, Stanisa
Saal, Hannes
Modeling foot sole cutaneous afferents: FootSim
title Modeling foot sole cutaneous afferents: FootSim
title_full Modeling foot sole cutaneous afferents: FootSim
title_fullStr Modeling foot sole cutaneous afferents: FootSim
title_full_unstemmed Modeling foot sole cutaneous afferents: FootSim
title_short Modeling foot sole cutaneous afferents: FootSim
title_sort modeling foot sole cutaneous afferents: footsim
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9829801/
https://www.ncbi.nlm.nih.gov/pubmed/36636355
http://dx.doi.org/10.1016/j.isci.2022.105874
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