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Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy

Motor vehicle operation is a complicated task and substantial cognitive resources are required for safe driving. Experimental paradigms examining cognitive workload using driving simulators often introduce secondary tasks, such as mathematical exercises, or utilise simulated in-vehicle information s...

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Autores principales: Bloomfield, Peter M., Green, Hayden, Gant, Nicholas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954296/
https://www.ncbi.nlm.nih.gov/pubmed/33711078
http://dx.doi.org/10.1371/journal.pone.0248533
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author Bloomfield, Peter M.
Green, Hayden
Gant, Nicholas
author_facet Bloomfield, Peter M.
Green, Hayden
Gant, Nicholas
author_sort Bloomfield, Peter M.
collection PubMed
description Motor vehicle operation is a complicated task and substantial cognitive resources are required for safe driving. Experimental paradigms examining cognitive workload using driving simulators often introduce secondary tasks, such as mathematical exercises, or utilise simulated in-vehicle information systems. The effects of manipulating the demands of the primary driving task have not been examined in detail using advanced neuroimaging techniques. This study used a manipulation of the simulated driving environment to test the impact of increased driving complexity on brain activity. Fifteen participants drove in two scenarios reflecting common driving environments differing in the amount of vehicular traffic, frequency of intersections, number of buildings, and speed limit restrictions. Functional near infrared spectroscopy was used to quantify changes in cortical activity; fifty-five optodes were placed over the prefrontal and occipital cortices, commonly assessed areas during driving. Compared to baseline, both scenarios increased oxyhaemoglobin in the bilateral prefrontal cortex and cerebral blood volume in the right prefrontal cortex (all p ≤ 0.05). Deoxyhaemoglobin decreased at the bilateral aspects of the prefrontal cortex but overall tended to increase in the medial aspect during both scenarios (both p ≤ 0.05). Cerebral oxygen exchange significantly declined at the lateral aspects of the prefrontal cortex, with a small but significant increase seen in the medial aspect (both p < 0.05). There were no significant differences for oxyhaemoglobin, deoxyhaemoglobin, or cerebral blood volume (all p > 0.05). This study demonstrates that functional near infrared spectroscopy is capable of detecting changes in cortical activity elicited by simulated driving tasks but may be less sensitive to variations in driving workload aggregated over a longer duration.
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spelling pubmed-79542962021-03-22 Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy Bloomfield, Peter M. Green, Hayden Gant, Nicholas PLoS One Research Article Motor vehicle operation is a complicated task and substantial cognitive resources are required for safe driving. Experimental paradigms examining cognitive workload using driving simulators often introduce secondary tasks, such as mathematical exercises, or utilise simulated in-vehicle information systems. The effects of manipulating the demands of the primary driving task have not been examined in detail using advanced neuroimaging techniques. This study used a manipulation of the simulated driving environment to test the impact of increased driving complexity on brain activity. Fifteen participants drove in two scenarios reflecting common driving environments differing in the amount of vehicular traffic, frequency of intersections, number of buildings, and speed limit restrictions. Functional near infrared spectroscopy was used to quantify changes in cortical activity; fifty-five optodes were placed over the prefrontal and occipital cortices, commonly assessed areas during driving. Compared to baseline, both scenarios increased oxyhaemoglobin in the bilateral prefrontal cortex and cerebral blood volume in the right prefrontal cortex (all p ≤ 0.05). Deoxyhaemoglobin decreased at the bilateral aspects of the prefrontal cortex but overall tended to increase in the medial aspect during both scenarios (both p ≤ 0.05). Cerebral oxygen exchange significantly declined at the lateral aspects of the prefrontal cortex, with a small but significant increase seen in the medial aspect (both p < 0.05). There were no significant differences for oxyhaemoglobin, deoxyhaemoglobin, or cerebral blood volume (all p > 0.05). This study demonstrates that functional near infrared spectroscopy is capable of detecting changes in cortical activity elicited by simulated driving tasks but may be less sensitive to variations in driving workload aggregated over a longer duration. Public Library of Science 2021-03-12 /pmc/articles/PMC7954296/ /pubmed/33711078 http://dx.doi.org/10.1371/journal.pone.0248533 Text en © 2021 Bloomfield et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Bloomfield, Peter M.
Green, Hayden
Gant, Nicholas
Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy
title Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy
title_full Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy
title_fullStr Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy
title_full_unstemmed Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy
title_short Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy
title_sort cerebral haemodynamics during simulated driving: changes in workload are detectable with functional near infrared spectroscopy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954296/
https://www.ncbi.nlm.nih.gov/pubmed/33711078
http://dx.doi.org/10.1371/journal.pone.0248533
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