12 results on '"Lagorio, Ilaria"'
Search Results
2. A case series of two post-infectious acute cerebellitis an insidious path to the diagnosis and therapy
- Author
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Lagorio, Ilaria, Bartalini, Sabina, De Franco, Valentino, Cerase, Alfonso, and Battisti, Carla
- Published
- 2021
- Full Text
- View/download PDF
3. Paroxysmal Nonepileptic Events in Children: A Video Gallery and a Guide for Differential Diagnosis
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Lagorio, Ilaria, Brunelli, Lorenzo, and Striano, Pasquale
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- 2022
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4. Familial adult myoclonic epilepsy: A new expansion repeats disorder
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Lagorio, Ilaria, Zara, Federico, Striano, Salvatore, and Striano, Pasquale
- Published
- 2019
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- View/download PDF
5. Interpretable surface-based detection of focal cortical dysplasias: a Multi-centre Epilepsy Lesion Detection study
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Spitzer, Hannah, primary, Ripart, Mathilde, additional, Whitaker, Kirstie, additional, D’Arco, Felice, additional, Mankad, Kshitij, additional, Chen, Andrew A, additional, Napolitano, Antonio, additional, De Palma, Luca, additional, De Benedictis, Alessandro, additional, Foldes, Stephen, additional, Humphreys, Zachary, additional, Zhang, Kai, additional, Hu, Wenhan, additional, Mo, Jiajie, additional, Likeman, Marcus, additional, Davies, Shirin, additional, Güttler, Christopher, additional, Lenge, Matteo, additional, Cohen, Nathan T, additional, Tang, Yingying, additional, Wang, Shan, additional, Chari, Aswin, additional, Tisdall, Martin, additional, Bargallo, Nuria, additional, Conde-Blanco, Estefanía, additional, Pariente, Jose Carlos, additional, Pascual-Diaz, Saül, additional, Delgado-Martínez, Ignacio, additional, Pérez-Enríquez, Carmen, additional, Lagorio, Ilaria, additional, Abela, Eugenio, additional, Mullatti, Nandini, additional, O’Muircheartaigh, Jonathan, additional, Vecchiato, Katy, additional, Liu, Yawu, additional, Caligiuri, Maria Eugenia, additional, Sinclair, Ben, additional, Vivash, Lucy, additional, Willard, Anna, additional, Kandasamy, Jothy, additional, McLellan, Ailsa, additional, Sokol, Drahoslav, additional, Semmelroch, Mira, additional, Kloster, Ane G, additional, Opheim, Giske, additional, Ribeiro, Letícia, additional, Yasuda, Clarissa, additional, Rossi-Espagnet, Camilla, additional, Hamandi, Khalid, additional, Tietze, Anna, additional, Barba, Carmen, additional, Guerrini, Renzo, additional, Gaillard, William Davis, additional, You, Xiaozhen, additional, Wang, Irene, additional, González-Ortiz, Sofía, additional, Severino, Mariasavina, additional, Striano, Pasquale, additional, Tortora, Domenico, additional, Kälviäinen, Reetta, additional, Gambardella, Antonio, additional, Labate, Angelo, additional, Desmond, Patricia, additional, Lui, Elaine, additional, O’Brien, Terence, additional, Shetty, Jay, additional, Jackson, Graeme, additional, Duncan, John S, additional, Winston, Gavin P, additional, Pinborg, Lars H, additional, Cendes, Fernando, additional, Theis, Fabian J, additional, Shinohara, Russell T, additional, Cross, J Helen, additional, Baldeweg, Torsten, additional, Adler, Sophie, additional, and Wagstyl, Konrad, additional
- Published
- 2022
- Full Text
- View/download PDF
6. Interpretable surface-based detection of focal cortical dysplasias:a Multi-centre Epilepsy Lesion Detection study
- Author
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Spitzer, Hannah, Ripart, Mathilde, Whitaker, Kirstie, D’Arco, Felice, Mankad, Kshitij, Chen, Andrew A., Napolitano, Antonio, De Palma, Luca, De Benedictis, Alessandro, Foldes, Stephen, Humphreys, Zachary, Zhang, Kai, Hu, Wenhan, Mo, Jiajie, Likeman, Marcus, Davies, Shirin, Güttler, Christopher, Lenge, Matteo, Cohen, Nathan T., Tang, Yingying, Wang, Shan, Chari, Aswin, Tisdall, Martin, Bargallo, Nuria, Conde-Blanco, Estefanía, Pariente, Jose Carlos, Pascual-Diaz, Saül, Delgado-Martínez, Ignacio, Pérez-Enríquez, Carmen, Lagorio, Ilaria, Abela, Eugenio, Mullatti, Nandini, O’Muircheartaigh, Jonathan, Vecchiato, Katy, Liu, Yawu, Caligiuri, Maria Eugenia, Sinclair, Ben, Vivash, Lucy, Willard, Anna, Kandasamy, Jothy, McLellan, Ailsa, Sokol, Drahoslav, Semmelroch, Mira, Kloster, Ane G., Opheim, Giske, Ribeiro, Letícia, Yasuda, Clarissa, Rossi-Espagnet, Camilla, Hamandi, Khalid, Tietze, Anna, Barba, Carmen, Guerrini, Renzo, Gaillard, William Davis, You, Xiaozhen, Wang, Irene, González-Ortiz, Sofía, Severino, Mariasavina, Striano, Pasquale, Tortora, Domenico, Kälviäinen, Reetta, Gambardella, Antonio, Labate, Angelo, Desmond, Patricia, Lui, Elaine, O’Brien, Terence, Shetty, Jay, Jackson, Graeme, Duncan, John S., Winston, Gavin P., Pinborg, Lars H., Cendes, Fernando, Theis, Fabian J., Shinohara, Russell T., Cross, J. Helen, Baldeweg, Torsten, Adler, Sophie, Wagstyl, Konrad, Spitzer, Hannah, Ripart, Mathilde, Whitaker, Kirstie, D’Arco, Felice, Mankad, Kshitij, Chen, Andrew A., Napolitano, Antonio, De Palma, Luca, De Benedictis, Alessandro, Foldes, Stephen, Humphreys, Zachary, Zhang, Kai, Hu, Wenhan, Mo, Jiajie, Likeman, Marcus, Davies, Shirin, Güttler, Christopher, Lenge, Matteo, Cohen, Nathan T., Tang, Yingying, Wang, Shan, Chari, Aswin, Tisdall, Martin, Bargallo, Nuria, Conde-Blanco, Estefanía, Pariente, Jose Carlos, Pascual-Diaz, Saül, Delgado-Martínez, Ignacio, Pérez-Enríquez, Carmen, Lagorio, Ilaria, Abela, Eugenio, Mullatti, Nandini, O’Muircheartaigh, Jonathan, Vecchiato, Katy, Liu, Yawu, Caligiuri, Maria Eugenia, Sinclair, Ben, Vivash, Lucy, Willard, Anna, Kandasamy, Jothy, McLellan, Ailsa, Sokol, Drahoslav, Semmelroch, Mira, Kloster, Ane G., Opheim, Giske, Ribeiro, Letícia, Yasuda, Clarissa, Rossi-Espagnet, Camilla, Hamandi, Khalid, Tietze, Anna, Barba, Carmen, Guerrini, Renzo, Gaillard, William Davis, You, Xiaozhen, Wang, Irene, González-Ortiz, Sofía, Severino, Mariasavina, Striano, Pasquale, Tortora, Domenico, Kälviäinen, Reetta, Gambardella, Antonio, Labate, Angelo, Desmond, Patricia, Lui, Elaine, O’Brien, Terence, Shetty, Jay, Jackson, Graeme, Duncan, John S., Winston, Gavin P., Pinborg, Lars H., Cendes, Fernando, Theis, Fabian J., Shinohara, Russell T., Cross, J. Helen, Baldeweg, Torsten, Adler, Sophie, and Wagstyl, Konrad
- Abstract
One outstanding challenge for machine learning in diagnostic biomedical imaging is algorithm interpretability. A key application is the identification of subtle epileptogenic focal cortical dysplasias (FCDs) from structural MRI. FCDs are difficult to visualize on structural MRI but are often amenable to surgical resection. We aimed to develop an open-source, interpretable, surface-based machine-learning algorithm to automatically identify FCDs on heterogeneous structural MRI data from epilepsy surgery centres worldwide. The Multi-centre Epilepsy Lesion Detection (MELD) Project collated and harmonized a retrospective MRI cohort of 1015 participants, 618 patients with focal FCD-related epilepsy and 397 controls, from 22 epilepsy centres worldwide. We created a neural network for FCD detection based on 33 surface-based features. The network was trained and cross-validated on 50% of the total cohort and tested on the remaining 50% as well as on 2 independent test sites. Multidimensional feature analysis and integrated gradient saliencies were used to interrogate network performance. Our pipeline outputs individual patient reports, which identify the location of predicted lesions, alongside their imaging features and relative saliency to the classifier. On a restricted ‘gold-standard’ subcohort of seizure-free patients with FCD type IIB who had T1 and fluid-attenuated inversion recovery MRI data, the MELD FCD surface-based algorithm had a sensitivity of 85%. Across the entire withheld test cohort the sensitivity was 59% and specificity was 54%. After including a border zone around lesions, to account for uncertainty around the borders of manually delineated lesion masks, the sensitivity was 67%. This multicentre, multinational study with open access protocols and code has developed a robust and interpretable machine-learning algorithm for automated detection of focal cortical dysplasias, giving physicians greater confidence in the identification of subtle M
- Published
- 2022
7. Atlas of lesion locations and postsurgical seizure freedom in focal cortical dysplasia:A MELD study
- Author
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Wagstyl, Konrad, Whitaker, Kirstie, Raznahan, Armin, Seidlitz, Jakob, Vértes, Petra E., Foldes, Stephen, Humphreys, Zachary, Hu, Wenhan, Mo, Jiajie, Likeman, Marcus, Davies, Shirin, Lenge, Matteo, Cohen, Nathan T., Tang, Yingying, Wang, Shan, Ripart, Mathilde, Chari, Aswin, Tisdall, Martin, Bargallo, Nuria, Conde-Blanco, Estefanía, Pariente, Jose Carlos, Pascual-Diaz, Saül, Delgado-Martínez, Ignacio, Pérez-Enríquez, Carmen, Lagorio, Ilaria, Abela, Eugenio, Mullatti, Nandini, O'Muircheartaigh, Jonathan, Vecchiato, Katy, Liu, Yawu, Caligiuri, Maria, Sinclair, Ben, Vivash, Lucy, Willard, Anna, Kandasamy, Jothy, McLellan, Ailsa, Sokol, Drahoslav, Semmelroch, Mira, Kloster, Ane, Opheim, Giske, Yasuda, Clarissa, Zhang, Kai, Hamandi, Khalid, Barba, Carmen, Guerrini, Renzo, Gaillard, William Davis, You, Xiaozhen, Wang, Irene, González-Ortiz, Sofía, Severino, Mariasavina, Striano, Pasquale, Tortora, Domenico, Kalviainen, Reetta, Gambardella, Antonio, Labate, Angelo, Desmond, Patricia, Lui, Elaine, O'Brien, Terry, Shetty, Jay, Jackson, Graeme, Duncan, John S., Winston, Gavin P., Pinborg, Lars, Cendes, Fernando, Cross, Judith Helen, Baldeweg, Torsten, Adler, Sophie, Wagstyl, Konrad, Whitaker, Kirstie, Raznahan, Armin, Seidlitz, Jakob, Vértes, Petra E., Foldes, Stephen, Humphreys, Zachary, Hu, Wenhan, Mo, Jiajie, Likeman, Marcus, Davies, Shirin, Lenge, Matteo, Cohen, Nathan T., Tang, Yingying, Wang, Shan, Ripart, Mathilde, Chari, Aswin, Tisdall, Martin, Bargallo, Nuria, Conde-Blanco, Estefanía, Pariente, Jose Carlos, Pascual-Diaz, Saül, Delgado-Martínez, Ignacio, Pérez-Enríquez, Carmen, Lagorio, Ilaria, Abela, Eugenio, Mullatti, Nandini, O'Muircheartaigh, Jonathan, Vecchiato, Katy, Liu, Yawu, Caligiuri, Maria, Sinclair, Ben, Vivash, Lucy, Willard, Anna, Kandasamy, Jothy, McLellan, Ailsa, Sokol, Drahoslav, Semmelroch, Mira, Kloster, Ane, Opheim, Giske, Yasuda, Clarissa, Zhang, Kai, Hamandi, Khalid, Barba, Carmen, Guerrini, Renzo, Gaillard, William Davis, You, Xiaozhen, Wang, Irene, González-Ortiz, Sofía, Severino, Mariasavina, Striano, Pasquale, Tortora, Domenico, Kalviainen, Reetta, Gambardella, Antonio, Labate, Angelo, Desmond, Patricia, Lui, Elaine, O'Brien, Terry, Shetty, Jay, Jackson, Graeme, Duncan, John S., Winston, Gavin P., Pinborg, Lars, Cendes, Fernando, Cross, Judith Helen, Baldeweg, Torsten, and Adler, Sophie
- Abstract
Objective: Drug-resistant focal epilepsy is often caused by focal cortical dysplasias (FCDs). The distribution of these lesions across the cerebral cortex and the impact of lesion location on clinical presentation and surgical outcome are largely unknown. We created a neuroimaging cohort of patients with individually mapped FCDs to determine factors associated with lesion location and predictors of postsurgical outcome. Methods: The MELD (Multi-centre Epilepsy Lesion Detection) project collated a retrospective cohort of 580 patients with epilepsy attributed to FCD from 20 epilepsy centers worldwide. Magnetic resonance imaging-based maps of individual FCDs with accompanying demographic, clinical, and surgical information were collected. We mapped the distribution of FCDs, examined for associations between clinical factors and lesion location, and developed a predictive model of postsurgical seizure freedom. Results: FCDs were nonuniformly distributed, concentrating in the superior frontal sulcus, frontal pole, and temporal pole. Epilepsy onset was typically before the age of 10 years. Earlier epilepsy onset was associated with lesions in primary sensory areas, whereas later epilepsy onset was associated with lesions in association cortices. Lesions in temporal and occipital lobes tended to be larger than frontal lobe lesions. Seizure freedom rates varied with FCD location, from around 30% in visual, motor, and premotor areas to 75% in superior temporal and frontal gyri. The predictive model of postsurgical seizure freedom had a positive predictive value of 70% and negative predictive value of 61%. Significance: FCD location is an important determinant of its size, the age at epilepsy onset, and the likelihood of seizure freedom postsurgery. Our atlas of lesion locations can be used to guide the radiological search for subtle lesions in individual patients. Our atlas of regional seizure freedom rates and associated predictive model can be used to estimate individua
- Published
- 2022
8. Interpretable surface-based detection of focal cortical dysplasias: a MELD study
- Author
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Spitzer, Hannah, primary, Ripart, Mathilde, additional, Whitaker, Kirstie, additional, Napolitano, Antonio, additional, De Palma, Luca, additional, De Benedictis, Alessandro, additional, Foldes, Stephen, additional, Humphreys, Zachary, additional, Zhang, Kai, additional, Hu, Wenhan, additional, Mo, Jiajie, additional, Likeman, Marcus, additional, Davies, Shirin, additional, Guttler, Christopher, additional, Lenge, Matteo, additional, Cohen, Nathan T., additional, Tang, Yingying, additional, Wang, Shan, additional, Chari, Aswin, additional, Tisdall, Martin, additional, Bargallo, Nuria, additional, Conde-Blanco, Estefanía, additional, Pariente, Jose Carlos, additional, Pascual-Diaz, Saül, additional, Delgado-Martínez, Ignacio, additional, Pérez-Enríquez, Carmen, additional, Lagorio, Ilaria, additional, Abela, Eugenio, additional, Mullatti, Nandini, additional, O’Muircheartaigh, Jonathan, additional, Vecchiato, Katy, additional, Liu, Yawu, additional, Caligiuri, Maria, additional, Sinclair, Ben, additional, Vivash, Lucy, additional, Willard, Anna, additional, Kandasamy, Jothy, additional, McLellan, Ailsa, additional, Sokol, Drahoslav, additional, Semmelroch, Mira, additional, Kloster, Ane, additional, Opheim, Giske, additional, Ribeiro, Letícia, additional, Yasuda, Clarissa, additional, Rossi-Espagnet, Camilla, additional, Hamandi, Khalid, additional, Tietze, Anna, additional, Barba, Carmen, additional, Guerrini, Renzo, additional, Gaillard, William Davis, additional, You, Xiaozhen, additional, Wang, Irene, additional, González-Ortiz, Sofía, additional, Severino, Mariasavina, additional, Striano, Pasquale, additional, Tortora, Domenico, additional, Kalviainen, Reetta, additional, Gambardella, Antonio, additional, Labate, Angelo, additional, Desmond, Patricia, additional, Lui, Elaine, additional, O’Brien, Terence, additional, Shetty, Jay, additional, Jackson, Graeme, additional, Duncan, John, additional, Winston, Gavin, additional, Pinborg, Lars, additional, Cendes, Fernando, additional, Theis, Fabian J., additional, Shinohara, Russell T., additional, Cross, J Helen, additional, Baldeweg, Torsten, additional, Adler, Sophie, additional, and Wagstyl, Konrad, additional
- Published
- 2021
- Full Text
- View/download PDF
9. Atlas of lesion locations and postsurgical seizure freedom in focal cortical dysplasia: A MELD study
- Author
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Wagstyl, Konrad, primary, Whitaker, Kirstie, additional, Raznahan, Armin, additional, Seidlitz, Jakob, additional, Vértes, Petra E., additional, Foldes, Stephen, additional, Humphreys, Zachary, additional, Hu, Wenhan, additional, Mo, Jiajie, additional, Likeman, Marcus, additional, Davies, Shirin, additional, Lenge, Matteo, additional, Cohen, Nathan T., additional, Tang, Yingying, additional, Wang, Shan, additional, Ripart, Mathilde, additional, Chari, Aswin, additional, Tisdall, Martin, additional, Bargallo, Nuria, additional, Conde‐Blanco, Estefanía, additional, Pariente, Jose Carlos, additional, Pascual‐Diaz, Saül, additional, Delgado‐Martínez, Ignacio, additional, Pérez‐Enríquez, Carmen, additional, Lagorio, Ilaria, additional, Abela, Eugenio, additional, Mullatti, Nandini, additional, O'Muircheartaigh, Jonathan, additional, Vecchiato, Katy, additional, Liu, Yawu, additional, Caligiuri, Maria, additional, Sinclair, Ben, additional, Vivash, Lucy, additional, Willard, Anna, additional, Kandasamy, Jothy, additional, McLellan, Ailsa, additional, Sokol, Drahoslav, additional, Semmelroch, Mira, additional, Kloster, Ane, additional, Opheim, Giske, additional, Yasuda, Clarissa, additional, Zhang, Kai, additional, Hamandi, Khalid, additional, Barba, Carmen, additional, Guerrini, Renzo, additional, Gaillard, William Davis, additional, You, Xiaozhen, additional, Wang, Irene, additional, González‐Ortiz, Sofía, additional, Severino, Mariasavina, additional, Striano, Pasquale, additional, Tortora, Domenico, additional, Kalviainen, Reetta, additional, Gambardella, Antonio, additional, Labate, Angelo, additional, Desmond, Patricia, additional, Lui, Elaine, additional, O'Brien, Terry, additional, Shetty, Jay, additional, Jackson, Graeme, additional, Duncan, John S., additional, Winston, Gavin P., additional, Pinborg, Lars, additional, Cendes, Fernando, additional, Cross, Judith Helen, additional, Baldeweg, Torsten, additional, and Adler, Sophie, additional
- Published
- 2021
- Full Text
- View/download PDF
10. MELD Project: Atlas of lesion locations and postsurgical seizure freedom in focal cortical dysplasia
- Author
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Wagstyl, Konrad, primary, Whitaker, Kirstie, additional, Raznahan, Armin, additional, Seidlitz, Jakob, additional, Vértes, Petra E, additional, Foldes, Stephen, additional, Humphreys, Zachary, additional, Hu, Wenhan, additional, Mo, Jiajie, additional, Likeman, Marcus, additional, Davies, Shirin, additional, Lenge, Matteo, additional, Cohen, Nathan T, additional, Tang, Yingying, additional, Wang, Shan, additional, Ripart, Mathilde, additional, Chari, Aswin, additional, Tisdall, Martin, additional, Bargallo, Nuria, additional, Conde-Blanco, Estefanía, additional, Pariente, Jose Carlos, additional, Pascual-Diaz, Saül, additional, Delgado-Martínez, Ignacio, additional, Pérez-Enríquez, Carmen, additional, Lagorio, Ilaria, additional, Abela, Eugenio, additional, Mullatti, Nandini, additional, O’Muircheartaigh, Jonathan, additional, Vecchiato, Katy, additional, Liu, Yawu, additional, Caligiuri, Maria, additional, Sinclair, Ben, additional, Vivash, Lucy, additional, Willard, Anna, additional, Kandasamy, Jothy, additional, McLellan, Ailsa, additional, Sokol, Drahoslav, additional, Semmelroch, Mira, additional, Kloster, Ane, additional, Opheim, Giske, additional, Yasuda, Clarissa, additional, Zhang, Kai, additional, Hamandi, Khalid, additional, Barba, Carmen, additional, Guerrini, Renzo, additional, Gaillard, William Davis, additional, You, Xiaozhen, additional, Wang, Irene, additional, González-Ortiz, Sofía, additional, Severino, Mariasavina, additional, Striano, Pasquale, additional, Tortora, Domenico, additional, Kalviainen, Reetta, additional, Gambardella, Antonio, additional, Labate, Angelo, additional, Desmond, Patricia, additional, Lui, Elaine, additional, O’Brien, Terry, additional, Shetty, Jay, additional, Jackson, Graeme, additional, Duncan, John S, additional, Winston, Gavin P, additional, Pinborg, Lars, additional, Cendes, Fernando, additional, Cross, J Helen, additional, Baldeweg, Torsten, additional, and Adler, Sophie, additional
- Published
- 2021
- Full Text
- View/download PDF
11. Genomic sequencing in severe epilepsy: a step closer to precision medicine
- Author
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Esposito, Mariagrazia, primary, Lagorio, Ilaria, additional, Peroni, Diego, additional, Bonuccelli, Alice, additional, Orsini, Alessandro, additional, and Striano, Pasquale, additional
- Published
- 2020
- Full Text
- View/download PDF
12. Atlas of lesion locations and postsurgical seizure freedom in focal cortical dysplasia: A MELD study.
- Author
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Wagstyl K, Whitaker K, Raznahan A, Seidlitz J, Vértes PE, Foldes S, Humphreys Z, Hu W, Mo J, Likeman M, Davies S, Lenge M, Cohen NT, Tang Y, Wang S, Ripart M, Chari A, Tisdall M, Bargallo N, Conde-Blanco E, Pariente JC, Pascual-Diaz S, Delgado-Martínez I, Pérez-Enríquez C, Lagorio I, Abela E, Mullatti N, O'Muircheartaigh J, Vecchiato K, Liu Y, Caligiuri M, Sinclair B, Vivash L, Willard A, Kandasamy J, McLellan A, Sokol D, Semmelroch M, Kloster A, Opheim G, Yasuda C, Zhang K, Hamandi K, Barba C, Guerrini R, Gaillard WD, You X, Wang I, González-Ortiz S, Severino M, Striano P, Tortora D, Kalviainen R, Gambardella A, Labate A, Desmond P, Lui E, O'Brien T, Shetty J, Jackson G, Duncan JS, Winston GP, Pinborg L, Cendes F, Cross JH, Baldeweg T, and Adler S
- Subjects
- Child, Freedom, Humans, Magnetic Resonance Imaging, Retrospective Studies, Seizures diagnostic imaging, Seizures etiology, Seizures surgery, Treatment Outcome, Drug Resistant Epilepsy complications, Drug Resistant Epilepsy diagnostic imaging, Drug Resistant Epilepsy surgery, Epilepsy diagnostic imaging, Epilepsy etiology, Epilepsy surgery, Malformations of Cortical Development complications, Malformations of Cortical Development diagnostic imaging, Malformations of Cortical Development surgery
- Abstract
Objective: Drug-resistant focal epilepsy is often caused by focal cortical dysplasias (FCDs). The distribution of these lesions across the cerebral cortex and the impact of lesion location on clinical presentation and surgical outcome are largely unknown. We created a neuroimaging cohort of patients with individually mapped FCDs to determine factors associated with lesion location and predictors of postsurgical outcome., Methods: The MELD (Multi-centre Epilepsy Lesion Detection) project collated a retrospective cohort of 580 patients with epilepsy attributed to FCD from 20 epilepsy centers worldwide. Magnetic resonance imaging-based maps of individual FCDs with accompanying demographic, clinical, and surgical information were collected. We mapped the distribution of FCDs, examined for associations between clinical factors and lesion location, and developed a predictive model of postsurgical seizure freedom., Results: FCDs were nonuniformly distributed, concentrating in the superior frontal sulcus, frontal pole, and temporal pole. Epilepsy onset was typically before the age of 10 years. Earlier epilepsy onset was associated with lesions in primary sensory areas, whereas later epilepsy onset was associated with lesions in association cortices. Lesions in temporal and occipital lobes tended to be larger than frontal lobe lesions. Seizure freedom rates varied with FCD location, from around 30% in visual, motor, and premotor areas to 75% in superior temporal and frontal gyri. The predictive model of postsurgical seizure freedom had a positive predictive value of 70% and negative predictive value of 61%., Significance: FCD location is an important determinant of its size, the age at epilepsy onset, and the likelihood of seizure freedom postsurgery. Our atlas of lesion locations can be used to guide the radiological search for subtle lesions in individual patients. Our atlas of regional seizure freedom rates and associated predictive model can be used to estimate individual likelihoods of postsurgical seizure freedom. Data-driven atlases and predictive models are essential for evidence-based, precision medicine and risk counseling in epilepsy., (© 2021 The Authors. Epilepsia published by Wiley Periodicals LLC on behalf of International League Against Epilepsy.)
- Published
- 2022
- Full Text
- View/download PDF
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