Literature DB >> 29414526

Morphometric analysis on T1-weighted MRI complements visual MRI review in focal cortical dysplasia.

Lily C Wong-Kisiel1, Diego F Tovar Quiroga2, Daniel L Kenney-Jung3, Robert J Witte4, Alexandra Santana-Almansa5, Gregory A Worrell6, Jeffrey Britton7, Benjamin H Brinkmann8.   

Abstract

OBJECTIVE: Focal cortical dysplasia (FCD) is a common pathology in focal drug resistant epilepsy (DRE). Voxel based morphometric MRI analysis has been proposed as an adjunct to visual detection of FCD, which remains challenging given the subtle radiographic appearance of FCD. This study evaluates the diagnostic value of morphometric analysis program (MAP) in focal DRE with pathology-confirmed FCD.
METHODS: Automated morphometric analysis program analysis generated z-score maps derived from T1 images, referenced to healthy adult or pediatric controls for each of 39 cases with pathology-confirmed FCD. MAP identified abnormal extension of gray matter into white matter (MAP-E) and blurring of the gray-white matter junction (MAP-J), independently of clinical data and other imaging modalities. MRI was visually reviewed by neuroradiologists as part of usual clinical care, and independently re-reviewed retrospectively by a neuroradiologist with >10-years' experience in epilepsy MRI. Sensitivity and specificity were calculated for MRI, MAP, scalp-EEG, PET and SISCOM compared to resection area (RA).
RESULTS: In this cohort of 39 histologically proven FCD cases, the sensitivity and specificity of MAP-J [64% (95% CI 48%-77%) and 96% (95% CI 93%-0.98%)] and MAP-E [74% (95% CI 59%-86%) and 94% (95% CI 91%-97%)] were higher than qualitative MRI review, SISCOM, and FDG-PET. Initial MRI review detected FCD in 17, expert review identified 26. Among cases not detected by initial MRI review, MAP-J correctly identified FCD in 12 additional cases and MAP-E in 13 cases. Among cases not detected by expert MRI review, MAP-J correctly identified 6 and MAP-E 8 cases. Excellent surgical outcome was achieved in 76% of patients. SIGNIFICANCE: MAP showed favorable sensitivity compared to visual inspection and other non-invasive imaging modalities. MAP complements non-invasive imaging evaluation for detection of FCD in focal DRE patients.
Copyright © 2018 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Drug resistant epilepsy; Focal cortical dysplasia; MRI; Morphometric analysis

Mesh:

Year:  2018        PMID: 29414526     DOI: 10.1016/j.eplepsyres.2018.01.018

Source DB:  PubMed          Journal:  Epilepsy Res        ISSN: 0920-1211            Impact factor:   3.045


  11 in total

1.  In Vivo Mapping and Quantification of Creatine Using Chemical Exchange Saturation Transfer Imaging in Rat Models of Epileptic Seizure.

Authors:  Dong-Hoon Lee; Do-Wan Lee; Jae-Im Kwon; Chul-Woong Woo; Sang-Tae Kim; Jin Seong Lee; Choong Gon Choi; Kyung Won Kim; Jeong Kon Kim; Dong-Cheol Woo
Journal:  Mol Imaging Biol       Date:  2019-04       Impact factor: 3.488

2.  Morphometric MRI Analysis: Improved Detection of Focal Cortical Dysplasia Using the MP2RAGE Sequence.

Authors:  T Demerath; L Rubensdörfer; R Schwarzwald; A Schulze-Bonhage; D-M Altenmüller; C Kaller; T Kober; H-J Huppertz; H Urbach
Journal:  AJNR Am J Neuroradiol       Date:  2020-06-04       Impact factor: 3.825

3.  Single-stage resection of bottom-of-a-sulcus dysplasia involving eloquent cortex using navigated transcranial magnetic stimulation and intraoperative modalities.

Authors:  Sami Barrit; Eun-Hyoung Park; Alexander Rotenberg; Harper Kaye; Phillip L Pearl; Joseph R Madsen
Journal:  Childs Nerv Syst       Date:  2022-04-21       Impact factor: 1.532

4.  Integration of 24 Feature Types to Accurately Detect and Predict Seizures Using Scalp EEG Signals.

Authors:  Yinda Zhang; Shuhan Yang; Yang Liu; Yexian Zhang; Bingfeng Han; Fengfeng Zhou
Journal:  Sensors (Basel)       Date:  2018-04-28       Impact factor: 3.576

5.  Value of 7T MRI and post-processing in patients with nonlesional 3T MRI undergoing epilepsy presurgical evaluation.

Authors:  Irene Wang; Sehong Oh; Ingmar Blümcke; Roland Coras; Balu Krishnan; Sanghoon Kim; Aaron McBride; Olesya Grinenko; Yicong Lin; Margit Overmyer; Tin Tun Aung; Mark Lowe; Mykol Larvie; Andreas V Alexopoulos; William Bingaman; Jorge A Gonzalez-Martinez; Imad Najm; Stephen E Jones
Journal:  Epilepsia       Date:  2020-09-19       Impact factor: 5.864

6.  High-Density EEG in Current Clinical Practice and Opportunities for the Future.

Authors:  Sally M Stoyell; Janina Wilmskoetter; Mary-Ann Dobrota; Dhinakaran M Chinappen; Leonardo Bonilha; Mark Mintz; Benjamin H Brinkmann; Susan T Herman; Jurriaan M Peters; Serge Vulliemoz; Margitta Seeck; Matti S Hämäläinen; Catherine J Chu
Journal:  J Clin Neurophysiol       Date:  2021-03-01       Impact factor: 2.590

7.  Application of MRI Post-processing in Presurgical Evaluation of Non-lesional Cingulate Epilepsy.

Authors:  Shan Wang; Bo Jin; Thandar Aung; Masaya Katagiri; Stephen E Jones; Balu Krishnan; Jorge A Gonzalez-Martinez; Richard A Prayson; Imad M Najm; Andreas V Alexopoulos; Shuang Wang; Meiping Ding; Zhong Irene Wang
Journal:  Front Neurol       Date:  2018-11-27       Impact factor: 4.003

Review 8.  Presurgical epilepsy evaluation and epilepsy surgery.

Authors:  Christoph Baumgartner; Johannes P Koren; Martha Britto-Arias; Lea Zoche; Susanne Pirker
Journal:  F1000Res       Date:  2019-10-29

9.  Clinical Value of Machine Learning in the Automated Detection of Focal Cortical Dysplasia Using Quantitative Multimodal Surface-Based Features.

Authors:  Jia-Jie Mo; Jian-Guo Zhang; Wen-Ling Li; Chao Chen; Na-Jing Zhou; Wen-Han Hu; Chao Zhang; Yao Wang; Xiu Wang; Chang Liu; Bao-Tian Zhao; Jun-Jian Zhou; Kai Zhang
Journal:  Front Neurosci       Date:  2019-01-11       Impact factor: 4.677

10.  Automatic localization and segmentation of focal cortical dysplasia in FLAIR-negative patients using a convolutional neural network.

Authors:  Cuixia Feng; Hulin Zhao; Yueer Li; Junhai Wen
Journal:  J Appl Clin Med Phys       Date:  2020-08-18       Impact factor: 2.102

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