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Brain Connectivity Analysis in Distinct Footwear Conditions during Infinity Walk Using fNIRS
Gait and balance are an intricate interplay between the brain, nervous system, sensory organs, and musculoskeletal system. They are greatly influenced by the type of footwear, walking patterns, and surface. This exploratory study examines the effects of the Infinity Walk, pronation, and footwear con...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181688/ https://www.ncbi.nlm.nih.gov/pubmed/37177624 http://dx.doi.org/10.3390/s23094422 |
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author | Khan, Haroon Pinto-Orellana, Marco Antonio Mirtaheri, Peyman |
author_facet | Khan, Haroon Pinto-Orellana, Marco Antonio Mirtaheri, Peyman |
author_sort | Khan, Haroon |
collection | PubMed |
description | Gait and balance are an intricate interplay between the brain, nervous system, sensory organs, and musculoskeletal system. They are greatly influenced by the type of footwear, walking patterns, and surface. This exploratory study examines the effects of the Infinity Walk, pronation, and footwear conditions on brain effective connectivity patterns. A continuous-wave functional near-infrared spectroscopy device collected data from five healthy participants. A highly computationally efficient connectivity model based on the Grange causal relationship between the channels was applied to data to find the effective relationship between inter- and intra-hemispheric brain connectivity. Brain regions of interest (ROI) were less connected during the barefoot condition than during other complex walks. Conversely, the highest interconnectedness between ROI was observed while wearing flat insoles and medially wedged sandals, which is a relatively difficult type of footwear to walk in. No statistically significant (p-value [Formula: see text]) effect on connectivity patterns was observed during the corrected pronated posture. The regions designated as motoric, sensorimotor, and temporal became increasingly connected with difficult walking patterns and footwear conditions. The Infinity Walk causes effective bidirectional connections between ROI across all conditions and both hemispheres. Due to its repetitive pattern, the Infinity Walk is a good test method, particularly for neuro-rehabilitation and motoric learning experiments. |
format | Online Article Text |
id | pubmed-10181688 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-101816882023-05-13 Brain Connectivity Analysis in Distinct Footwear Conditions during Infinity Walk Using fNIRS Khan, Haroon Pinto-Orellana, Marco Antonio Mirtaheri, Peyman Sensors (Basel) Article Gait and balance are an intricate interplay between the brain, nervous system, sensory organs, and musculoskeletal system. They are greatly influenced by the type of footwear, walking patterns, and surface. This exploratory study examines the effects of the Infinity Walk, pronation, and footwear conditions on brain effective connectivity patterns. A continuous-wave functional near-infrared spectroscopy device collected data from five healthy participants. A highly computationally efficient connectivity model based on the Grange causal relationship between the channels was applied to data to find the effective relationship between inter- and intra-hemispheric brain connectivity. Brain regions of interest (ROI) were less connected during the barefoot condition than during other complex walks. Conversely, the highest interconnectedness between ROI was observed while wearing flat insoles and medially wedged sandals, which is a relatively difficult type of footwear to walk in. No statistically significant (p-value [Formula: see text]) effect on connectivity patterns was observed during the corrected pronated posture. The regions designated as motoric, sensorimotor, and temporal became increasingly connected with difficult walking patterns and footwear conditions. The Infinity Walk causes effective bidirectional connections between ROI across all conditions and both hemispheres. Due to its repetitive pattern, the Infinity Walk is a good test method, particularly for neuro-rehabilitation and motoric learning experiments. MDPI 2023-04-30 /pmc/articles/PMC10181688/ /pubmed/37177624 http://dx.doi.org/10.3390/s23094422 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Khan, Haroon Pinto-Orellana, Marco Antonio Mirtaheri, Peyman Brain Connectivity Analysis in Distinct Footwear Conditions during Infinity Walk Using fNIRS |
title | Brain Connectivity Analysis in Distinct Footwear Conditions during Infinity Walk Using fNIRS |
title_full | Brain Connectivity Analysis in Distinct Footwear Conditions during Infinity Walk Using fNIRS |
title_fullStr | Brain Connectivity Analysis in Distinct Footwear Conditions during Infinity Walk Using fNIRS |
title_full_unstemmed | Brain Connectivity Analysis in Distinct Footwear Conditions during Infinity Walk Using fNIRS |
title_short | Brain Connectivity Analysis in Distinct Footwear Conditions during Infinity Walk Using fNIRS |
title_sort | brain connectivity analysis in distinct footwear conditions during infinity walk using fnirs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181688/ https://www.ncbi.nlm.nih.gov/pubmed/37177624 http://dx.doi.org/10.3390/s23094422 |
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