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van der Velden FJS, de Vries G, Martin A, Lim E, von Both U, Kolberg L, Carrol ED, Khanijau A, Herberg JA, De T, Galassini R, Kuijpers TW, Martinón-Torres F, Rivero-Calle I, Vermont CL, Hagedoorn NN, Pokorn M, Pollard AJ, Schlapbach LJ, Tsolia M, Elefhteriou I, Yeung S, Zavadska D, Fink C, Voice M, Zenz W, Kohlmaier B, Agyeman PKA, Usuf E, Secka F, de Groot R, Levin M, van der Flier M, Emonts M, Cunnington A, De T, Herberg J, Kaforou M, Wright V, Baumard L, Bellos E, D’Souza G, Galassini R, Habgood-Coote D, Hamilton S, Hoggart C, Hourmat S, Jackson H, Maconochie I, Menikou S, Lin N, Nichols S, Nijman R, Powell O, Pena Paz I, Shah P, Shen CF, Vito O, Wilson C, Abdulla A, Ali L, Darnell S, Jorgensen R, Mustafa S, Persand S, Stevens MM, Kim N, Kim E, Fidler K, Dudley J, Richmond V, Tavliavini E, Shen CF, Liu CC, Wang SM, Martinón-Torres F, Salas A, González FÁ, Farto CB, Barral-Arca R, Castro MB, Bello X, García MB, Carnota S, Cebey-López M, Curras-Tuala MJ, Suárez CD, Vicente LG, Gómez-Carballa A, Rial JG, Iglesias PL, Martinón-Torres F, Martinón-Torres N, Sánchez JMM, Pérez BM, Pardo-Seco J, Rodríguez LP, Pischedda S, Vázquez SR, Calle IR, Rodríguez-Tenreiro C, Redondo-Collazo L, Ora MS, Salas A, Fernández SS, Trasorras CS, Iglesias MV, Zavadska D, Balode A, Bārzdiņa A, Deksne D, Gardovska D, Grāvele D, Grope I, Meiere A, Nokalna I, Pavāre J, Pučuka Z, Selecka K, Rudzāte A, Svile D, Urbāne UN, Usuf E, Bojang K, Zaman SMA, Secka F, Anderson S, Sarr AR, Saidykhan M, Darboe S, Ceesay S, D’alessandro U, Moll HA, Vermont CL, Borensztajn DM, Hagedoorn NN, Tan C, Zachariasse J, Dik W, Agyeman PKA, Berger C, Giannoni E, Stocker M, Posfay-Barbe KM, Heininger U, Bernhard-Stirnemann S, Niederer-Loher A, Kahlert CR, Natalucci G, Relly C, Riedel T, Aebi C, Schlapbach LJ, Carrol ED, Cocklin E, Jennings R, Johnston J, Khanijau A, Leigh S, Lewis-Burke N, Newall K, Romaine S, Tsolia M, Eleftheriou I, Tambouratzi M, Marmarinos A, Xagorari M, Syggelou K, Fink C, Voice M, Calvo-Bado L, Zenz W, Kohlmaier B, Schweintzger NA, Sagmeister MG, Kohlfürst DS, Zurl C, Binder A, Hösele S, Leitner M, Pölz L, Rajic G, Bauchinger S, Baumgart H, Benesch M, Ceolotto A, Eber E, Gallistl S, Gores G, Haidl H, Hauer A, Hude C, Keldorfer M, Krenn L, Pilch H, Pfleger A, Pfurtscheller K, Nordberg G, Niedrist T, Rödl S, Skrabl-Baumgartner A, Sperl M, Stampfer L, Strenger V, Till H, Trobisch A, Löffler S, Yeung S, Dewez JE, Hibberd M, Bath D, Miners A, Nijman R, Fitchett E, de Groot R, van der Flier M, de Jonge MI, van Aerde K, Alkema W, van den Broek B, Gloerich J, van Gool AJ, Henriet S, Huijnen M, Philipsen R, Willems E, Gerrits G, van Leur M, Heidema J, de Haan L, Miedema C, Neeleman C, Obihara C, Tramper-Stranders G, Pollard AJ, Kandasamy R, Paulus S, Carter MJ, O’Connor D, Bibi S, Kelly DF, Gurung M, Thorson S, Ansari I, Murdoch DR, Shrestha S, Oliver Z, Emonts M, Lim E, Valentine L, Allen K, Bell K, Chan A, Crulley S, Devine K, Fabian D, King S, McAlinden P, McDonald S, McDonnell A, Pickering A, Thomson E, Wood A, Wallia D, Woodsford P, Baxter F, Bell A, Rhodes M, Agbeko R, Mackerness C, Baas B, Kloosterhuis L, Oosthoek W, Arif T, Bennet J, Collings K, van der Giessen I, Martin A, Rashid A, Rowlands E, de Vries G, van der Velden F, Soon J, Valentine L, Martin M, Mistry R, von Both U, Kolberg L, Zwerenz M, Buschbeck J, Bidlingmaier C, Binder V, Danhauser K, Haas N, Griese M, Feuchtinger T, Keil J, Kappler M, Lurz E, Muench G, Reiter K, Schoen C, Mallet F, Brengel-Pesce K, Pachot A, Mommert M, Pokorn M, Kolnik M, Vincek K, Srovin TP, Bahovec N, Prunk P, Osterman V, Avramoska T, Kuijpers T, Jongerius I, van den Berg JM, Schonenberg D, Barendregt AM, Pajkrt D, van der Kuip M, van Furth AM, Sprenkeler E, Zandstra J, van Mierlo G, Geissler J. Correction to: Febrile illness in high-risk children: a prospective, international observational study. Eur J Pediatr 2023; 182:555-556. [PMID: 36689005 PMCID: PMC9899168 DOI: 10.1007/s00431-022-04788-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
- Fabian J. S. van der Velden
- grid.459561.a0000 0004 4904 7256Paediatric Immunology, Infectious Diseases & Allergy, Great North Children’s Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK ,grid.1006.70000 0001 0462 7212Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Gabriella de Vries
- grid.459561.a0000 0004 4904 7256Paediatric Immunology, Infectious Diseases & Allergy, Great North Children’s Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK ,grid.416135.40000 0004 0649 0805Department of General Paediatrics, Erasmus MC-Sophia Children’s Hospital, Rotterdam, The Netherlands
| | - Alexander Martin
- grid.459561.a0000 0004 4904 7256Paediatric Immunology, Infectious Diseases & Allergy, Great North Children’s Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK ,grid.1006.70000 0001 0462 7212Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Emma Lim
- grid.459561.a0000 0004 4904 7256Paediatric Immunology, Infectious Diseases & Allergy, Great North Children’s Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK ,grid.1006.70000 0001 0462 7212Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Ulrich von Both
- grid.5252.00000 0004 1936 973XDivision Paediatric Infectious Diseases, Dr. Von Hauner Children’s Hospital, University Hospital LMU Munich, Munich, Germany
| | - Laura Kolberg
- grid.5252.00000 0004 1936 973XDivision Paediatric Infectious Diseases, Dr. Von Hauner Children’s Hospital, University Hospital LMU Munich, Munich, Germany
| | - Enitan D. Carrol
- grid.10025.360000 0004 1936 8470Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK ,grid.417858.70000 0004 0421 1374Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - Aakash Khanijau
- grid.10025.360000 0004 1936 8470Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK ,grid.417858.70000 0004 0421 1374Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - Jethro A. Herberg
- grid.7445.20000 0001 2113 8111Section of Paediatric Infectious Disease, Wright-Fleming Institute, Imperial College London, London, UK
| | - Tisham De
- grid.7445.20000 0001 2113 8111Section of Paediatric Infectious Disease, Wright-Fleming Institute, Imperial College London, London, UK
| | - Rachel Galassini
- grid.7445.20000 0001 2113 8111Section of Paediatric Infectious Disease, Wright-Fleming Institute, Imperial College London, London, UK
| | - Taco W. Kuijpers
- grid.7177.60000000084992262Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Amsterdam University Medical Center, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Federico Martinón-Torres
- grid.411048.80000 0000 8816 6945Pediatrics Department, Translational Pediatrics and Infectious Diseases, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain ,grid.11794.3a0000000109410645Grupo de Genetica, Vacunas, Infecciones y Pediatria, Instituto de Investigacion Sanitaria de Santiago, Universidad de Santiago, Santiago de Compostela, Spain ,grid.512891.6Consorcio Centro de Investigacion Biomedicaen Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Irene Rivero-Calle
- grid.411048.80000 0000 8816 6945Pediatrics Department, Translational Pediatrics and Infectious Diseases, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - Clementien L. Vermont
- grid.416135.40000 0004 0649 0805Department of Pediatrics, Division of Pediatric Infectious Diseases & Immunology, Erasmus MC-Sophia Children’s Hospital, Rotterdam, The Netherlands
| | - Nienke N. Hagedoorn
- grid.416135.40000 0004 0649 0805Department of General Paediatrics, Erasmus MC-Sophia Children’s Hospital, Rotterdam, The Netherlands
| | - Marko Pokorn
- grid.29524.380000 0004 0571 7705University Children’s Hospital, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Andrew J. Pollard
- grid.4991.50000 0004 1936 8948Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
| | - Luregn J. Schlapbach
- grid.412341.10000 0001 0726 4330Neonatal and Pediatric Intensive Care Unit, Children’s Research Center, University Children’s Hospital Zürich, University of Zürich, Zurich, Switzerland
| | - Maria Tsolia
- grid.5216.00000 0001 2155 08002nd Department of Pediatrics, National and Kapodistrian University of Athens, Children’s Hospital ‘P, and A. Kyriakou’, Athens, Greece
| | - Irini Elefhteriou
- grid.5216.00000 0001 2155 08002nd Department of Pediatrics, National and Kapodistrian University of Athens, Children’s Hospital ‘P, and A. Kyriakou’, Athens, Greece
| | - Shunmay Yeung
- grid.8991.90000 0004 0425 469XClinical Research Department, Faculty of Infectious and Tropical Disease, London School of Hygiene and Tropical Medicine, London, UK
| | - Dace Zavadska
- grid.17330.360000 0001 2173 9398Department of Pediatrics, Rīgas Stradina Universitāte, Children’s Clinical University Hospital, Riga, Latvia
| | - Colin Fink
- grid.7372.10000 0000 8809 1613Micropathology Ltd, University of Warwick, Warwick, UK
| | - Marie Voice
- grid.7372.10000 0000 8809 1613Micropathology Ltd, University of Warwick, Warwick, UK
| | - Werner Zenz
- grid.11598.340000 0000 8988 2476Department of Pediatrics and Adolescent Medicine, Division of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Benno Kohlmaier
- grid.11598.340000 0000 8988 2476Department of Pediatrics and Adolescent Medicine, Division of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Philipp K. A. Agyeman
- grid.5734.50000 0001 0726 5157Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Effua Usuf
- grid.415063.50000 0004 0606 294XMedical Research Council Unit, Serrekunda, The Gambia
| | - Fatou Secka
- grid.415063.50000 0004 0606 294XMedical Research Council Unit, Serrekunda, The Gambia
| | - Ronald de Groot
- grid.461578.9Pediatric Infectious Diseases and Immunology, Amalia Children’s Hospital, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Michael Levin
- grid.7445.20000 0001 2113 8111Section of Paediatric Infectious Disease, Wright-Fleming Institute, Imperial College London, London, UK
| | - Michiel van der Flier
- grid.461578.9Pediatric Infectious Diseases and Immunology, Amalia Children’s Hospital, Radboud University Medical Center, Nijmegen, The Netherlands ,grid.7692.a0000000090126352Pediatric Infectious Diseases and Immunology, Wilhelmina Children’s Hospital University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marieke Emonts
- Paediatric Immunology, Infectious Diseases & Allergy, Great North Children's Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK. .,Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK. .,NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust and Newcastle University, Newcastle upon Tyne, UK.
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Shakeshaft A, Laiou P, Abela E, Stavropoulos I, Richardson MP, Pal DK, Howell A, Hyde A, McQueen A, Duran A, Gaurav A, Collingwood A, Kitching A, Shakeshaft A, Papathanasiou A, Clough A, Gribbin A, Swain A, Needle A, Hall A, Smith A, Macleod A, Chhibda A, Fonferko-Shadrach B, Camara B, Petrova B, Stuart C, Hamilton C, Peacey C, Campbell C, Cotter C, Edwards C, Picton C, Busby C, Quamina C, Waite C, West C, Ng CC, Giavasi C, Backhouse C, Holliday C, Mewies C, Thow C, Egginton D, Dickerson D, Rice D, Mullan D, Daly D, Mcaleer D, Gardella E, Stephen E, Irvine E, Sacre E, Lin F, Castle G, Mackay G, Salim H, Cock H, Collier H, Cockerill H, Navarra H, Mhandu H, Crudgington H, Hayes I, Stavropoulos I, Daglish J, Smith J, Bartholomew J, Cotta J, Ceballos JP, Natarajan J, Crooks J, Quirk J, Bland J, Sidebottom J, Gesche J, Glenton J, Henry J, Davis J, Ball J, Selmer KK, Rhodes K, Holroyd K, Lim KS, O’Brien K, Thrasyvoulou L, Makawa L, Charles L, Richardson L, Nelson L, Walding L, Woodhead L, Ehiorobo L, Hawkins L, Adams L, Connon M, Home M, Baker M, Mencias M, Richardson MP, Sargent M, Syvertsen M, Milner M, Recto M, Chang M, O'Donoghue M, Young M, Ray M, Panjwani N, Ghaus N, Sudarsan N, Said N, Pickrell O, Easton P, Frattaroli P, McAlinden P, Harrison R, Swingler R, Wane R, Ramsay R, Møller RS, McDowall R, Clegg R, Uka S, White S, Truscott S, Francis S, Tittensor S, Sharman SJ, Chung SK, Patel S, Ellawela S, Begum S, Kempson S, Raj S, Bayley S, Warriner S, Kilroy S, MacFarlane S, Brown T, Samakomva T, Nortcliffe T, Calder V, Collins V, Parker V, Richmond V, Stern W, Haslam Z, Šobíšková Z, Agrawal A, Whiting A, Pratico A, Desurkar A, Saraswatula A, MacDonald B, Fong CY, Beier CP, Andrade D, Pauldhas D, Greenberg DA, Deekollu D, Pal DK, Jayachandran D, Lozsadi D, Galizia E, Scott F, Rubboli G, Angus-Leppan H, Talvik I, Takon I, Zarubova J, Koht J, Aram J, Lanyon K, Irwin K, Hamandi K, Yeung L, Strug LJ, Rees M, Reuber M, Kirkpatrick M, Taylor M, Maguire M, Koutroumanidis M, Khan M, Moran N, Striano P, Bala P, Bharat R, Pandey R, Mohanraj R, Thomas R, Belderbos R, Slaght SJ, Delamont S, Sastry S, Mariguddi S, Kumar S, Kumar S, Majeed T, Jegathasan U, Whitehouse W. Heterogeneity of resting-state EEG features in juvenile myoclonic epilepsy and controls. Brain Commun 2022; 4:fcac180. [PMID: 35873918 PMCID: PMC9301584 DOI: 10.1093/braincomms/fcac180] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 05/18/2022] [Accepted: 07/07/2022] [Indexed: 11/12/2022] Open
Abstract
Abnormal EEG features are a hallmark of epilepsy, and abnormal frequency and network features are apparent in EEGs from people with idiopathic generalized epilepsy in both ictal and interictal states. Here, we characterize differences in the resting-state EEG of individuals with juvenile myoclonic epilepsy and assess factors influencing the heterogeneity of EEG features. We collected EEG data from 147 participants with juvenile myoclonic epilepsy through the Biology of Juvenile Myoclonic Epilepsy study. Ninety-five control EEGs were acquired from two independent studies [Chowdhury et al. (2014) and EU-AIMS Longitudinal European Autism Project]. We extracted frequency and functional network-based features from 10 to 20 s epochs of resting-state EEG, including relative power spectral density, peak alpha frequency, network topology measures and brain network ictogenicity: a computational measure of the propensity of networks to generate seizure dynamics. We tested for differences between epilepsy and control EEGs using univariate, multivariable and receiver operating curve analysis. In addition, we explored the heterogeneity of EEG features within and between cohorts by testing for associations with potentially influential factors such as age, sex, epoch length and time, as well as testing for associations with clinical phenotypes including anti-seizure medication, and seizure characteristics in the epilepsy cohort. P-values were corrected for multiple comparisons. Univariate analysis showed significant differences in power spectral density in delta (2-5 Hz) (P = 0.0007, hedges' g = 0.55) and low-alpha (6-9 Hz) (P = 2.9 × 10-8, g = 0.80) frequency bands, peak alpha frequency (P = 0.000007, g = 0.66), functional network mean degree (P = 0.0006, g = 0.48) and brain network ictogenicity (P = 0.00006, g = 0.56) between epilepsy and controls. Since age (P = 0.009) and epoch length (P = 1.7 × 10-8) differed between the two groups and were potential confounders, we controlled for these covariates in multivariable analysis where disparities in EEG features between epilepsy and controls remained. Receiver operating curve analysis showed low-alpha power spectral density was optimal at distinguishing epilepsy from controls, with an area under the curve of 0.72. Lower average normalized clustering coefficient and shorter average normalized path length were associated with poorer seizure control in epilepsy patients. To conclude, individuals with juvenile myoclonic epilepsy have increased power of neural oscillatory activity at low-alpha frequencies, and increased brain network ictogenicity compared with controls, supporting evidence from studies in other epilepsies with considerable external validity. In addition, the impact of confounders on different frequency-based and network-based EEG features observed in this study highlights the need for careful consideration and control of these factors in future EEG research in idiopathic generalized epilepsy particularly for their use as biomarkers.
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Affiliation(s)
- Amy Shakeshaft
- Department of Basic & Clinical Neuroscience, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK,MRC Centre for Neurodevelopmental Disorders, King’s College London, London, UK
| | - Petroula Laiou
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
| | - Eugenio Abela
- Department of Basic & Clinical Neuroscience, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
| | | | - Mark P Richardson
- Correspondence may also be addressed to: Professor Mark P Richardson Maurice Wohl Clinical Neurosciences Institute Institute of Psychiatry, Psychology & Neuroscience King’s College London, 5 Cutcombe Road, London SE5 9RX, UK E-mail:
| | - Deb K Pal
- Correspondence to: Professor Deb K Pal Maurice Wohl Clinical Neurosciences Institute Institute of Psychiatry, Psychology & Neuroscience King’s College London 5 Cutcombe Road, London SE5 9RX, UK E-mail:
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