PET/MRI in the Presurgical Evaluation of Patients with Epilepsy: A Concordance Analysis

The aim of our prospective study was to evaluate the clinical impact of hybrid [<sup>18</sup>F]-fluorodeoxyglucose positron emission tomography/magnetic resonance imaging ([<sup>18</sup>F]-FDG PET/MRI) on the decision workflow of epileptic patients with discordant electroclin...

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Main Authors: Katalin Borbély, Miklós Emri, István Kenessey, Márton Tóth, Júlia Singer, Péter Barsi, Zsolt Vajda, Endre Pál, Zoltán Tóth, Thomas Beyer, Tamás Dóczi, Gábor Bajzik, Dániel Fabó, József Janszky, Zsófia Jordán, Dániel Fajtai, Anna Kelemen, Vera Juhos, Max Wintermark, Ferenc Nagy, Mariann Moizs, Dávid Nagy, János Lückl, Imre Repa
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Biomedicines
Subjects:
Online Access:https://www.mdpi.com/2227-9059/10/5/949
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author Katalin Borbély
Miklós Emri
István Kenessey
Márton Tóth
Júlia Singer
Péter Barsi
Zsolt Vajda
Endre Pál
Zoltán Tóth
Thomas Beyer
Tamás Dóczi
Gábor Bajzik
Dániel Fabó
József Janszky
Zsófia Jordán
Dániel Fajtai
Anna Kelemen
Vera Juhos
Max Wintermark
Ferenc Nagy
Mariann Moizs
Dávid Nagy
János Lückl
Imre Repa
author_facet Katalin Borbély
Miklós Emri
István Kenessey
Márton Tóth
Júlia Singer
Péter Barsi
Zsolt Vajda
Endre Pál
Zoltán Tóth
Thomas Beyer
Tamás Dóczi
Gábor Bajzik
Dániel Fabó
József Janszky
Zsófia Jordán
Dániel Fajtai
Anna Kelemen
Vera Juhos
Max Wintermark
Ferenc Nagy
Mariann Moizs
Dávid Nagy
János Lückl
Imre Repa
author_sort Katalin Borbély
collection DOAJ
description The aim of our prospective study was to evaluate the clinical impact of hybrid [<sup>18</sup>F]-fluorodeoxyglucose positron emission tomography/magnetic resonance imaging ([<sup>18</sup>F]-FDG PET/MRI) on the decision workflow of epileptic patients with discordant electroclinical and MRI data. A novel mathematical model was introduced for a clinical concordance calculation supporting the classification of our patients by subgroups of clinical decisions. Fifty-nine epileptic patients with discordant clinical and diagnostic results or MRI negativity were included in this study. The diagnostic value of the PET/MRI was compared to other modalities of presurgical evaluation (e.g., electroclinical data, PET, and MRI). The results of the population-level statistical analysis of the introduced data fusion technique and concordance analysis demonstrated that this model could be the basis for the development of a more accurate clinical decision support parameter in the future. Therefore, making the establishment of “invasive” (operable and implantable) and “not eligible for any further invasive procedures” groups could be much more exact. Our results confirmed the relevance of PET/MRI with the diagnostic algorithm of presurgical evaluation. The introduction of a concordance analysis could be of high importance in clinical and surgical decision-making in the management of epileptic patients. Our study corroborated previous findings regarding the advantages of hybrid PET/MRI technology over MRI and electroclinical data.
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spelling doaj.art-b246b1d71d4c46189fb6e9edbc151ea32023-11-23T10:08:51ZengMDPI AGBiomedicines2227-90592022-04-0110594910.3390/biomedicines10050949PET/MRI in the Presurgical Evaluation of Patients with Epilepsy: A Concordance AnalysisKatalin Borbély0Miklós Emri1István Kenessey2Márton Tóth3Júlia Singer4Péter Barsi5Zsolt Vajda6Endre Pál7Zoltán Tóth8Thomas Beyer9Tamás Dóczi10Gábor Bajzik11Dániel Fabó12József Janszky13Zsófia Jordán14Dániel Fajtai15Anna Kelemen16Vera Juhos17Max Wintermark18Ferenc Nagy19Mariann Moizs20Dávid Nagy21János Lückl22Imre Repa23PET/CT Outpatient Department, National Institute of Oncology, H1122 Budapest, HungaryMedicopus Healthcare Provider and Public Nonprofit Ltd., Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryNational Cancer Registry, National Institute of Oncology, H1122 Budapest, HungaryDepartment of Neurology, Medical School, University of Pécs, H7623 Pécs, HungaryAccelsiors Ltd., H1222 Budapest, HungaryNeuroradiology Department, Semmelweis University, H1083 Budapest, HungaryDr. József Baka Diagnostic, Radiation Oncology, Research and Teaching Center, Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryDepartment of Pathology, Medical School, University of Pécs, H7623 Pécs, HungaryMedicopus Healthcare Provider and Public Nonprofit Ltd., Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryQIMP Team, Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, 1090 Vienna, AustriaDepartment of Neurosurgery, Medical School, University of Pécs, H7623 Pécs, HungaryDr. József Baka Diagnostic, Radiation Oncology, Research and Teaching Center, Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryDepartment of Neurology and Neurosurgery, National Institute of Mental Health, Neurology and Neurosurgery, H1145 Budapest, HungaryDepartment of Neurology, Medical School, University of Pécs, H7623 Pécs, HungaryDepartment of Neurology and Neurosurgery, National Institute of Mental Health, Neurology and Neurosurgery, H1145 Budapest, HungaryMedicopus Healthcare Provider and Public Nonprofit Ltd., Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryDepartment of Neurology and Neurosurgery, National Institute of Mental Health, Neurology and Neurosurgery, H1145 Budapest, HungaryEpihope Non-Profit Kft, H1026 Budapest, HungaryDepartment of Neuroradiology, MD Anderson, Houston, TX 77030, USADepartment of Neurology, Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryMedicopus Healthcare Provider and Public Nonprofit Ltd., Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryDepartment of Neurology and Neurosurgery, National Institute of Mental Health, Neurology and Neurosurgery, H1145 Budapest, HungaryMedicopus Healthcare Provider and Public Nonprofit Ltd., Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryMedicopus Healthcare Provider and Public Nonprofit Ltd., Somogy County Moritz Kaposi Teaching Hospital, H7400 Kaposvár, HungaryThe aim of our prospective study was to evaluate the clinical impact of hybrid [<sup>18</sup>F]-fluorodeoxyglucose positron emission tomography/magnetic resonance imaging ([<sup>18</sup>F]-FDG PET/MRI) on the decision workflow of epileptic patients with discordant electroclinical and MRI data. A novel mathematical model was introduced for a clinical concordance calculation supporting the classification of our patients by subgroups of clinical decisions. Fifty-nine epileptic patients with discordant clinical and diagnostic results or MRI negativity were included in this study. The diagnostic value of the PET/MRI was compared to other modalities of presurgical evaluation (e.g., electroclinical data, PET, and MRI). The results of the population-level statistical analysis of the introduced data fusion technique and concordance analysis demonstrated that this model could be the basis for the development of a more accurate clinical decision support parameter in the future. Therefore, making the establishment of “invasive” (operable and implantable) and “not eligible for any further invasive procedures” groups could be much more exact. Our results confirmed the relevance of PET/MRI with the diagnostic algorithm of presurgical evaluation. The introduction of a concordance analysis could be of high importance in clinical and surgical decision-making in the management of epileptic patients. Our study corroborated previous findings regarding the advantages of hybrid PET/MRI technology over MRI and electroclinical data.https://www.mdpi.com/2227-9059/10/5/949epilepsy surgerymedically refractory focal epilepsypresurgical evaluationMRI-negative patientsdiscordant electroclinical and MRI datametabolic PET
spellingShingle Katalin Borbély
Miklós Emri
István Kenessey
Márton Tóth
Júlia Singer
Péter Barsi
Zsolt Vajda
Endre Pál
Zoltán Tóth
Thomas Beyer
Tamás Dóczi
Gábor Bajzik
Dániel Fabó
József Janszky
Zsófia Jordán
Dániel Fajtai
Anna Kelemen
Vera Juhos
Max Wintermark
Ferenc Nagy
Mariann Moizs
Dávid Nagy
János Lückl
Imre Repa
PET/MRI in the Presurgical Evaluation of Patients with Epilepsy: A Concordance Analysis
Biomedicines
epilepsy surgery
medically refractory focal epilepsy
presurgical evaluation
MRI-negative patients
discordant electroclinical and MRI data
metabolic PET
title PET/MRI in the Presurgical Evaluation of Patients with Epilepsy: A Concordance Analysis
title_full PET/MRI in the Presurgical Evaluation of Patients with Epilepsy: A Concordance Analysis
title_fullStr PET/MRI in the Presurgical Evaluation of Patients with Epilepsy: A Concordance Analysis
title_full_unstemmed PET/MRI in the Presurgical Evaluation of Patients with Epilepsy: A Concordance Analysis
title_short PET/MRI in the Presurgical Evaluation of Patients with Epilepsy: A Concordance Analysis
title_sort pet mri in the presurgical evaluation of patients with epilepsy a concordance analysis
topic epilepsy surgery
medically refractory focal epilepsy
presurgical evaluation
MRI-negative patients
discordant electroclinical and MRI data
metabolic PET
url https://www.mdpi.com/2227-9059/10/5/949
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