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Manual Hippocampal Subfield Segmentation Using High-Field MRI: Impact of Different Subfields in Hippocampal Volume Loss of Temporal Lobe Epilepsy Patients
In patients with temporal lobe epilepsy (TLE), presurgical magnetic resonance imaging (MRI) often reveals hippocampal atrophy, while neuropathological assessment indicates the different types of hippocampal sclerosis (HS). Different HS types are not discriminated in MRI so far. We aimed to define th...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6256705/ https://www.ncbi.nlm.nih.gov/pubmed/30524352 http://dx.doi.org/10.3389/fneur.2018.00927 |
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author | Peixoto-Santos, Jose Eduardo de Carvalho, Luciana Estefani Drumond Kandratavicius, Ludmyla Diniz, Paula Rejane Beserra Scandiuzzi, Renata Caldo Coras, Roland Blümcke, Ingmar Assirati, Joao Alberto Carlotti, Carlos Gilberto Matias, Caio Cesar Marconato Simoes Salmon, Carlos Ernesto Garrido dos Santos, Antonio Carlos Velasco, Tonicarlo R. Moraes, Marcio Flavio D. Leite, Joao Pereira |
author_facet | Peixoto-Santos, Jose Eduardo de Carvalho, Luciana Estefani Drumond Kandratavicius, Ludmyla Diniz, Paula Rejane Beserra Scandiuzzi, Renata Caldo Coras, Roland Blümcke, Ingmar Assirati, Joao Alberto Carlotti, Carlos Gilberto Matias, Caio Cesar Marconato Simoes Salmon, Carlos Ernesto Garrido dos Santos, Antonio Carlos Velasco, Tonicarlo R. Moraes, Marcio Flavio D. Leite, Joao Pereira |
author_sort | Peixoto-Santos, Jose Eduardo |
collection | PubMed |
description | In patients with temporal lobe epilepsy (TLE), presurgical magnetic resonance imaging (MRI) often reveals hippocampal atrophy, while neuropathological assessment indicates the different types of hippocampal sclerosis (HS). Different HS types are not discriminated in MRI so far. We aimed to define the volume of each hippocampal subfield on MRI manually and to compare automatic and manual segmentations for the discrimination of HS types. The T2-weighted images from 14 formalin-fixed age-matched control hippocampi were obtained with 4.7T MRI to evaluate the volume of each subfield at the anatomical level of the hippocampal head, body, and tail. Formalin-fixed coronal sections at the level of the body of 14 control cases, as well as tissue samples from 24 TLE patients, were imaged with a similar high-resolution sequence at 3T. Presurgical three-dimensional (3D) T1-weighted images from TLE went through a FreeSurfer 6.0 hippocampal subfield automatic assessment. The manual delineation with the 4.7T MRI was identified using Luxol Fast Blue stained 10-μm-thin microscopy slides, collected at every millimeter. An additional section at the level of the body from controls and TLE cases was submitted to NeuN immunohistochemistry for neuronal density estimation. All TLE cases were classified according to the International League Against Epilepsy's (ILAE's) HS classification. Manual volumetry in controls revealed that the dentate gyrus (DG)+CA4 region, CA1, and subiculum accounted for almost 90% of the hippocampal volume. The manual 3T volumetry showed that all TLE patients with type 1 HS (TLE-HS1) had lower volumes for DG+CA4, CA2, and CA1, whereas those TLE patients with HS type 2 (TLE-HS2) had lower volumes only in CA1 (p ≤ 0.038). Neuronal cell densities always decreased in CA4, CA3, CA2, and CA1 of TLE-HS1 but only in CA1 of TLE-HS2 (p ≤ 0.003). In addition, TLE-HS2 had a higher volume (p = 0.016) and higher neuronal density (p < 0.001) than the TLE-HS1 in DG + CA4. Automatic segmentation failed to match the manual or histological findings and was unable to differentiate TLE-HS1 from TLE-HS2. Total hippocampal volume correlated with DG+CA4 and CA1 volumes and neuronal density. For the first time, we also identified subfield-specific pathology patterns in the manual evaluation of volumetric MRI scans, showing the importance of manual segmentation to assess subfield-specific pathology patterns. |
format | Online Article Text |
id | pubmed-6256705 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62567052018-12-06 Manual Hippocampal Subfield Segmentation Using High-Field MRI: Impact of Different Subfields in Hippocampal Volume Loss of Temporal Lobe Epilepsy Patients Peixoto-Santos, Jose Eduardo de Carvalho, Luciana Estefani Drumond Kandratavicius, Ludmyla Diniz, Paula Rejane Beserra Scandiuzzi, Renata Caldo Coras, Roland Blümcke, Ingmar Assirati, Joao Alberto Carlotti, Carlos Gilberto Matias, Caio Cesar Marconato Simoes Salmon, Carlos Ernesto Garrido dos Santos, Antonio Carlos Velasco, Tonicarlo R. Moraes, Marcio Flavio D. Leite, Joao Pereira Front Neurol Neurology In patients with temporal lobe epilepsy (TLE), presurgical magnetic resonance imaging (MRI) often reveals hippocampal atrophy, while neuropathological assessment indicates the different types of hippocampal sclerosis (HS). Different HS types are not discriminated in MRI so far. We aimed to define the volume of each hippocampal subfield on MRI manually and to compare automatic and manual segmentations for the discrimination of HS types. The T2-weighted images from 14 formalin-fixed age-matched control hippocampi were obtained with 4.7T MRI to evaluate the volume of each subfield at the anatomical level of the hippocampal head, body, and tail. Formalin-fixed coronal sections at the level of the body of 14 control cases, as well as tissue samples from 24 TLE patients, were imaged with a similar high-resolution sequence at 3T. Presurgical three-dimensional (3D) T1-weighted images from TLE went through a FreeSurfer 6.0 hippocampal subfield automatic assessment. The manual delineation with the 4.7T MRI was identified using Luxol Fast Blue stained 10-μm-thin microscopy slides, collected at every millimeter. An additional section at the level of the body from controls and TLE cases was submitted to NeuN immunohistochemistry for neuronal density estimation. All TLE cases were classified according to the International League Against Epilepsy's (ILAE's) HS classification. Manual volumetry in controls revealed that the dentate gyrus (DG)+CA4 region, CA1, and subiculum accounted for almost 90% of the hippocampal volume. The manual 3T volumetry showed that all TLE patients with type 1 HS (TLE-HS1) had lower volumes for DG+CA4, CA2, and CA1, whereas those TLE patients with HS type 2 (TLE-HS2) had lower volumes only in CA1 (p ≤ 0.038). Neuronal cell densities always decreased in CA4, CA3, CA2, and CA1 of TLE-HS1 but only in CA1 of TLE-HS2 (p ≤ 0.003). In addition, TLE-HS2 had a higher volume (p = 0.016) and higher neuronal density (p < 0.001) than the TLE-HS1 in DG + CA4. Automatic segmentation failed to match the manual or histological findings and was unable to differentiate TLE-HS1 from TLE-HS2. Total hippocampal volume correlated with DG+CA4 and CA1 volumes and neuronal density. For the first time, we also identified subfield-specific pathology patterns in the manual evaluation of volumetric MRI scans, showing the importance of manual segmentation to assess subfield-specific pathology patterns. Frontiers Media S.A. 2018-11-20 /pmc/articles/PMC6256705/ /pubmed/30524352 http://dx.doi.org/10.3389/fneur.2018.00927 Text en Copyright © 2018 Peixoto-Santos, Carvalho, Kandratavicius, Diniz, Scandiuzzi, Coras, Blümcke, Assirati, Carlotti, Matias, Salmon, Santos, Velasco, Moraes and Leite. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Peixoto-Santos, Jose Eduardo de Carvalho, Luciana Estefani Drumond Kandratavicius, Ludmyla Diniz, Paula Rejane Beserra Scandiuzzi, Renata Caldo Coras, Roland Blümcke, Ingmar Assirati, Joao Alberto Carlotti, Carlos Gilberto Matias, Caio Cesar Marconato Simoes Salmon, Carlos Ernesto Garrido dos Santos, Antonio Carlos Velasco, Tonicarlo R. Moraes, Marcio Flavio D. Leite, Joao Pereira Manual Hippocampal Subfield Segmentation Using High-Field MRI: Impact of Different Subfields in Hippocampal Volume Loss of Temporal Lobe Epilepsy Patients |
title | Manual Hippocampal Subfield Segmentation Using High-Field MRI: Impact of Different Subfields in Hippocampal Volume Loss of Temporal Lobe Epilepsy Patients |
title_full | Manual Hippocampal Subfield Segmentation Using High-Field MRI: Impact of Different Subfields in Hippocampal Volume Loss of Temporal Lobe Epilepsy Patients |
title_fullStr | Manual Hippocampal Subfield Segmentation Using High-Field MRI: Impact of Different Subfields in Hippocampal Volume Loss of Temporal Lobe Epilepsy Patients |
title_full_unstemmed | Manual Hippocampal Subfield Segmentation Using High-Field MRI: Impact of Different Subfields in Hippocampal Volume Loss of Temporal Lobe Epilepsy Patients |
title_short | Manual Hippocampal Subfield Segmentation Using High-Field MRI: Impact of Different Subfields in Hippocampal Volume Loss of Temporal Lobe Epilepsy Patients |
title_sort | manual hippocampal subfield segmentation using high-field mri: impact of different subfields in hippocampal volume loss of temporal lobe epilepsy patients |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6256705/ https://www.ncbi.nlm.nih.gov/pubmed/30524352 http://dx.doi.org/10.3389/fneur.2018.00927 |
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