Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Khan, Haroon, Pinto-Orellana, Marco Antonio, Mirtaheri, Peyman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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
_version_ 1785041634528854016
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
work_keys_str_mv AT khanharoon brainconnectivityanalysisindistinctfootwearconditionsduringinfinitywalkusingfnirs
AT pintoorellanamarcoantonio brainconnectivityanalysisindistinctfootwearconditionsduringinfinitywalkusingfnirs
AT mirtaheripeyman brainconnectivityanalysisindistinctfootwearconditionsduringinfinitywalkusingfnirs