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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:...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Society of Radiology 2021
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.
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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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