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Blood-Brain Barrier Disruption in Mild Traumatic Brain Injury Patients with Post-Concussion Syndrome: Evaluation with Region-Based Quantification of Dynamic Contrast-Enhanced MR Imaging Parameters Using Automatic Whole-Brain Segmentation
OBJECTIVE: This study aimed to investigate the blood-brain barrier (BBB) disruption in mild traumatic brain injury (mTBI) patients with post-concussion syndrome (PCS) using dynamic contrast-enhanced (DCE) magnetic resonance (MR) imaging and automatic whole brain segmentation. MATERIALS AND METHODS:...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Korean Society of Radiology
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7772380/ https://www.ncbi.nlm.nih.gov/pubmed/32783413 http://dx.doi.org/10.3348/kjr.2020.0016 |
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author | Yoen, Heera Yoo, Roh-Eul Choi, Seung Hong Kim, Eunkyung Oh, Byung-Mo Yang, Dongjin Hwang, Inpyeong Kang, Koung Mi Yun, Tae Jin Kim, Ji-hoon Sohn, Chul-Ho |
author_facet | Yoen, Heera Yoo, Roh-Eul Choi, Seung Hong Kim, Eunkyung Oh, Byung-Mo Yang, Dongjin Hwang, Inpyeong Kang, Koung Mi Yun, Tae Jin Kim, Ji-hoon Sohn, Chul-Ho |
author_sort | Yoen, Heera |
collection | PubMed |
description | OBJECTIVE: This study aimed to investigate the blood-brain barrier (BBB) disruption in mild traumatic brain injury (mTBI) patients with post-concussion syndrome (PCS) using dynamic contrast-enhanced (DCE) magnetic resonance (MR) imaging and automatic whole brain segmentation. MATERIALS AND METHODS: Forty-two consecutive mTBI patients with PCS who had undergone post-traumatic MR imaging, including DCE MR imaging, between October 2016 and April 2018, and 29 controls with DCE MR imaging were included in this retrospective study. After performing three-dimensional T1-based brain segmentation with FreeSurfer software (Laboratory for Computational Neuroimaging), the mean K(trans) and v(p) from DCE MR imaging (derived using the Patlak model and extended Tofts and Kermode model) were analyzed in the bilateral cerebral/cerebellar cortex, bilateral cerebral/cerebellar white matter (WM), and brainstem. K(trans) values of the mTBI patients and controls were calculated using both models to identify the model that better reflected the increased permeability owing to mTBI (tendency toward higher K(trans) values in mTBI patients than in controls). The Mann-Whitney U test and Spearman rank correlation test were performed to compare the mean K(trans) and v(p) between the two groups and correlate K(trans) and v(p) with neuropsychological tests for mTBI patients. RESULTS: Increased permeability owing to mTBI was observed in the Patlak model but not in the extended Tofts and Kermode model. In the Patlak model, the mean K(trans) in the bilateral cerebral cortex was significantly higher in mTBI patients than in controls (p = 0.042). The mean v(p) values in the bilateral cerebellar WM and brainstem were significantly lower in mTBI patients than in controls (p = 0.009 and p = 0.011, respectively). The mean K(trans) of the bilateral cerebral cortex was significantly higher in patients with atypical performance in the auditory continuous performance test (commission errors) than in average or good performers (p = 0.041). CONCLUSION: BBB disruption, as reflected by the increased K(trans) and decreased v(p) values from the Patlak model, was observed throughout the bilateral cerebral cortex, bilateral cerebellar WM, and brainstem in mTBI patients with PCS. |
format | Online Article Text |
id | pubmed-7772380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Korean Society of Radiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-77723802021-01-09 Blood-Brain Barrier Disruption in Mild Traumatic Brain Injury Patients with Post-Concussion Syndrome: Evaluation with Region-Based Quantification of Dynamic Contrast-Enhanced MR Imaging Parameters Using Automatic Whole-Brain Segmentation Yoen, Heera Yoo, Roh-Eul Choi, Seung Hong Kim, Eunkyung Oh, Byung-Mo Yang, Dongjin Hwang, Inpyeong Kang, Koung Mi Yun, Tae Jin Kim, Ji-hoon Sohn, Chul-Ho Korean J Radiol Neuroimaging and Head & Neck OBJECTIVE: This study aimed to investigate the blood-brain barrier (BBB) disruption in mild traumatic brain injury (mTBI) patients with post-concussion syndrome (PCS) using dynamic contrast-enhanced (DCE) magnetic resonance (MR) imaging and automatic whole brain segmentation. MATERIALS AND METHODS: Forty-two consecutive mTBI patients with PCS who had undergone post-traumatic MR imaging, including DCE MR imaging, between October 2016 and April 2018, and 29 controls with DCE MR imaging were included in this retrospective study. After performing three-dimensional T1-based brain segmentation with FreeSurfer software (Laboratory for Computational Neuroimaging), the mean K(trans) and v(p) from DCE MR imaging (derived using the Patlak model and extended Tofts and Kermode model) were analyzed in the bilateral cerebral/cerebellar cortex, bilateral cerebral/cerebellar white matter (WM), and brainstem. K(trans) values of the mTBI patients and controls were calculated using both models to identify the model that better reflected the increased permeability owing to mTBI (tendency toward higher K(trans) values in mTBI patients than in controls). The Mann-Whitney U test and Spearman rank correlation test were performed to compare the mean K(trans) and v(p) between the two groups and correlate K(trans) and v(p) with neuropsychological tests for mTBI patients. RESULTS: Increased permeability owing to mTBI was observed in the Patlak model but not in the extended Tofts and Kermode model. In the Patlak model, the mean K(trans) in the bilateral cerebral cortex was significantly higher in mTBI patients than in controls (p = 0.042). The mean v(p) values in the bilateral cerebellar WM and brainstem were significantly lower in mTBI patients than in controls (p = 0.009 and p = 0.011, respectively). The mean K(trans) of the bilateral cerebral cortex was significantly higher in patients with atypical performance in the auditory continuous performance test (commission errors) than in average or good performers (p = 0.041). CONCLUSION: BBB disruption, as reflected by the increased K(trans) and decreased v(p) values from the Patlak model, was observed throughout the bilateral cerebral cortex, bilateral cerebellar WM, and brainstem in mTBI patients with PCS. The Korean Society of Radiology 2021-01 2020-08-11 /pmc/articles/PMC7772380/ /pubmed/32783413 http://dx.doi.org/10.3348/kjr.2020.0016 Text en Copyright © 2021 The Korean Society of Radiology http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Neuroimaging and Head & Neck Yoen, Heera Yoo, Roh-Eul Choi, Seung Hong Kim, Eunkyung Oh, Byung-Mo Yang, Dongjin Hwang, Inpyeong Kang, Koung Mi Yun, Tae Jin Kim, Ji-hoon Sohn, Chul-Ho Blood-Brain Barrier Disruption in Mild Traumatic Brain Injury Patients with Post-Concussion Syndrome: Evaluation with Region-Based Quantification of Dynamic Contrast-Enhanced MR Imaging Parameters Using Automatic Whole-Brain Segmentation |
title | Blood-Brain Barrier Disruption in Mild Traumatic Brain Injury Patients with Post-Concussion Syndrome: Evaluation with Region-Based Quantification of Dynamic Contrast-Enhanced MR Imaging Parameters Using Automatic Whole-Brain Segmentation |
title_full | Blood-Brain Barrier Disruption in Mild Traumatic Brain Injury Patients with Post-Concussion Syndrome: Evaluation with Region-Based Quantification of Dynamic Contrast-Enhanced MR Imaging Parameters Using Automatic Whole-Brain Segmentation |
title_fullStr | Blood-Brain Barrier Disruption in Mild Traumatic Brain Injury Patients with Post-Concussion Syndrome: Evaluation with Region-Based Quantification of Dynamic Contrast-Enhanced MR Imaging Parameters Using Automatic Whole-Brain Segmentation |
title_full_unstemmed | Blood-Brain Barrier Disruption in Mild Traumatic Brain Injury Patients with Post-Concussion Syndrome: Evaluation with Region-Based Quantification of Dynamic Contrast-Enhanced MR Imaging Parameters Using Automatic Whole-Brain Segmentation |
title_short | Blood-Brain Barrier Disruption in Mild Traumatic Brain Injury Patients with Post-Concussion Syndrome: Evaluation with Region-Based Quantification of Dynamic Contrast-Enhanced MR Imaging Parameters Using Automatic Whole-Brain Segmentation |
title_sort | blood-brain barrier disruption in mild traumatic brain injury patients with post-concussion syndrome: evaluation with region-based quantification of dynamic contrast-enhanced mr imaging parameters using automatic whole-brain segmentation |
topic | Neuroimaging and Head & Neck |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7772380/ https://www.ncbi.nlm.nih.gov/pubmed/32783413 http://dx.doi.org/10.3348/kjr.2020.0016 |
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