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Effective Connectivity Analysis of Brain Activated Regions during Distracted Driving

This study aims to use functional magnetic resonance imaging (fMRI) to assess the effective connectivity between the regions of the brain activated when driving and performing a secondary task (addition task). The subjects used an MR-compatible driving simulator ㅊ to manipulate the driving wheel wit...

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Autores principales: Choi, Mi-Hyun, Jung, Jin-Ju, Lee, Je-Hyeop, Kim, Ye-Jin, Kim, Kyu-Beom, Kim, Hyung-Sik, Yi, Jeong-Han, Chung, Soon-Cheol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8225133/
https://www.ncbi.nlm.nih.gov/pubmed/34073824
http://dx.doi.org/10.3390/brainsci11060690
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author Choi, Mi-Hyun
Jung, Jin-Ju
Lee, Je-Hyeop
Kim, Ye-Jin
Kim, Kyu-Beom
Kim, Hyung-Sik
Yi, Jeong-Han
Chung, Soon-Cheol
author_facet Choi, Mi-Hyun
Jung, Jin-Ju
Lee, Je-Hyeop
Kim, Ye-Jin
Kim, Kyu-Beom
Kim, Hyung-Sik
Yi, Jeong-Han
Chung, Soon-Cheol
author_sort Choi, Mi-Hyun
collection PubMed
description This study aims to use functional magnetic resonance imaging (fMRI) to assess the effective connectivity between the regions of the brain activated when driving and performing a secondary task (addition task). The subjects used an MR-compatible driving simulator ㅊ to manipulate the driving wheel with both hands and control the pedals (accelerator and brake) with their right foot as if they were driving in an actual environment. Effective connectivity analysis was performed for three regions of the right and the left hemispheres with the highest z-scores, and six of the regions of the entire brain (right and left hemisphere) activated during driving by dynamic causal modeling (DCM). In the right hemisphere, a motor control pathway related to movement control for driving performance was discovered; in the left hemisphere, the pathways in the regions related to movement control for driving performance, starting with the region associated with the secondary task, were discovered. In the whole brain, connectivity was discovered in each of the right and left hemispheres. The motor network of declarative memory, which is the connectivity of the right thalamus, left lingual gyrus, and right precentral gyrus, was worth noting. These results seem meaningful, as they demonstrate the connectivity associated with the control of voluntary movement related to memory from human experience, although limited to driving tasks.
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spelling pubmed-82251332021-06-25 Effective Connectivity Analysis of Brain Activated Regions during Distracted Driving Choi, Mi-Hyun Jung, Jin-Ju Lee, Je-Hyeop Kim, Ye-Jin Kim, Kyu-Beom Kim, Hyung-Sik Yi, Jeong-Han Chung, Soon-Cheol Brain Sci Article This study aims to use functional magnetic resonance imaging (fMRI) to assess the effective connectivity between the regions of the brain activated when driving and performing a secondary task (addition task). The subjects used an MR-compatible driving simulator ㅊ to manipulate the driving wheel with both hands and control the pedals (accelerator and brake) with their right foot as if they were driving in an actual environment. Effective connectivity analysis was performed for three regions of the right and the left hemispheres with the highest z-scores, and six of the regions of the entire brain (right and left hemisphere) activated during driving by dynamic causal modeling (DCM). In the right hemisphere, a motor control pathway related to movement control for driving performance was discovered; in the left hemisphere, the pathways in the regions related to movement control for driving performance, starting with the region associated with the secondary task, were discovered. In the whole brain, connectivity was discovered in each of the right and left hemispheres. The motor network of declarative memory, which is the connectivity of the right thalamus, left lingual gyrus, and right precentral gyrus, was worth noting. These results seem meaningful, as they demonstrate the connectivity associated with the control of voluntary movement related to memory from human experience, although limited to driving tasks. MDPI 2021-05-24 /pmc/articles/PMC8225133/ /pubmed/34073824 http://dx.doi.org/10.3390/brainsci11060690 Text en © 2021 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
Choi, Mi-Hyun
Jung, Jin-Ju
Lee, Je-Hyeop
Kim, Ye-Jin
Kim, Kyu-Beom
Kim, Hyung-Sik
Yi, Jeong-Han
Chung, Soon-Cheol
Effective Connectivity Analysis of Brain Activated Regions during Distracted Driving
title Effective Connectivity Analysis of Brain Activated Regions during Distracted Driving
title_full Effective Connectivity Analysis of Brain Activated Regions during Distracted Driving
title_fullStr Effective Connectivity Analysis of Brain Activated Regions during Distracted Driving
title_full_unstemmed Effective Connectivity Analysis of Brain Activated Regions during Distracted Driving
title_short Effective Connectivity Analysis of Brain Activated Regions during Distracted Driving
title_sort effective connectivity analysis of brain activated regions during distracted driving
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8225133/
https://www.ncbi.nlm.nih.gov/pubmed/34073824
http://dx.doi.org/10.3390/brainsci11060690
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