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Lee J, Choi A, Kim S. Effects of Psychiatric Comorbidities on the Prognosis of New-Onset Pediatric Epilepsy: A Retrospective Nationwide Cohort Study. J Clin Med 2024; 13:4500. [PMID: 39124767 PMCID: PMC11312610 DOI: 10.3390/jcm13154500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Revised: 07/24/2024] [Accepted: 07/31/2024] [Indexed: 08/12/2024] Open
Abstract
Background/Objectives: To determine the impact of psychiatric disorders on epilepsy treatment outcomes and healthcare utilization in children with epilepsy (CWE) based on the presence or timing of the onset of psychiatric disorders. Methods: This retrospective controlled study enrolled children (age < 18 years) with newly diagnosed epilepsy into four groups stratified by the presence and timing of the onset of psychiatric disorders (None: no psychiatric disorders; Before: psychiatric disorders only preceding the epilepsy diagnosis; After: new psychiatric disorders diagnosed only after the epilepsy diagnosis; Mixed: different psychiatric disorders diagnosed both before and after epilepsy diagnosis) and compared the intergroup differences in epilepsy treatment outcomes and healthcare utilization. Results: Among the CWE (n = 37,678), 13,285 (35.26%) had comorbid psychiatric disorders. The After (n = 7892), Mixed (n = 3105), and Before (n = 2288) groups had significantly longer treatment periods than those in the None group (p < 0.001). Compared with the None group, the remaining groups had significantly higher frequencies of outpatient visits, emergency room visits, and admissions and higher rates of status epilepticus and drug-resistant epilepsy (p < 0.001, respectively), with higher odds ratios [95% confidence interval] for status epilepticus (2.92 [2.68-3.18]) and drug-resistant epilepsy (3.01 [2.85-3.17]) in the After group. Conclusions: Psychiatric comorbidities, diagnosed before and after epilepsy diagnosis, negatively affected the treatment outcomes. CWE without prior psychiatric disorders that were newly diagnosed during epilepsy treatment had the worst outcomes and the highest healthcare utilization rates.
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Affiliation(s)
- Jooyoung Lee
- Department of Pediatrics, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 03312, Republic of Korea;
| | - Arum Choi
- Department of Preventive Medicine and Public Health, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea;
| | - Sukil Kim
- Department of Preventive Medicine and Public Health, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea;
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Stanbouly D, Asi AM, Ascherman JA, Chuang SK, Kinard B, Melville JC. Are Patients with Syndromic Craniosynostosis at Greater Risk for Epilepsy than Patients with Nonsyndromic Craniosynostosis? World Neurosurg 2024; 181:e45-e54. [PMID: 37327863 DOI: 10.1016/j.wneu.2023.06.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 06/06/2023] [Accepted: 06/07/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVE The aim of this study was to determine whether patients with syndromic craniosynostosis (SCS) are at increased risk for epilepsy relative to patients with nonsyndromic craniosynostosis (NSCS). METHODS A retrospective cohort study was completed using the Kids' Inpatient Database (KID). All patients diagnosed with craniosynostosis (CS) were included. The primary predictor variable was study grouping (SCS vs. NSCS). The primary outcome variable was a diagnosis of epilepsy. Descriptive statistics, univariate analyses and multivariate logistic regression were performed to identify independent risk factors for epilepsy. RESULTS The final study sample included a total of 10,089 patients (mean age, 1.78 years ± 3.70; 37.7% female). 9278 patients (92.0%) had NSCS, and the remaining 811 patients (8.0%) had SCS. A total of 577 patients (5.7%) had epilepsy. Not controlling for other variables, patients with SCS were at increased risk for epilepsy relative to patients with NSCS (OR 2.1, P < 0.001). After controlling for all significant variables, patients with SCS were no longer at increased risk for epilepsy relative to patients with NSCS (OR 0.73, P = 0.063). Hydrocephalus, Chiari malformation (CM), obstructive sleep apnea (OSA), atrial septal defect (ASD), gastro-esophageal reflux disease (GERD) were all independent risk factors (P < 0.05) for epilepsy. CONCLUSIONS Syndromic craniosynostosis (SCS) in itself is not a risk factor for epilepsy relative to NSCS. The greater prevalence of hydrocephalus, CM, OSA, ASD, and GERD, all of which were risk factors for epilepsy, in patients with SCS relative to patients with NSCS likely explains the greater prevalence of epilepsy in SCS relative to NSCS.
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Affiliation(s)
- Dani Stanbouly
- Columbia University College of Dental Medicine, New York, New York, USA.
| | - Abdalla M Asi
- Departments of Oral and Maxillofacial Surgery, University of Florida College of Medicine, Jacksonville, Florida, USA
| | - Jeffrey A Ascherman
- Thomas S. Zimmer Professor of Reconstructive Surgery, Division of Plastic Surgery, Department of Surgery, Columbia University College of Physicians & Surgeons, New York, New York, USA; Cleft and Craniofacial Team of the Children's Hospital of NewYork-Presbyterian, New York, New York, USA
| | - Sung-Kiang Chuang
- Department of Oral and Maxillofacial Surgery, University of Pennsylvania, School of Dental Medicine, Philadelphia, Pennsylvania, USA; Department of Oral and Maxillofacial Surgery, Good Samaritan Medical Center, Brockton, MA, USA; Department of Oral and Maxillofacial Surgery, Kaohsiung Medical University, School of Dentistry, Kaohsiung, Taiwan; Department of Oral and Maxillofacial Surgery, National University of Singapore, School of Dentistry, Singapore
| | - Brian Kinard
- Department of Oral and Maxillofacial Surgery, Department of Orthodontics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - James C Melville
- Departments of Oral and Maxillofacial Surgery and Oral, Head, and Neck Oncology, and Microvascular Surgery, University of Texas Health Sciences Center at Houston, School of Dentistry, Houston, Texas, USA
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Hunziker S, Morosoli F, Zuercher K, Tscherter A, Grunt S. Prescription Practices of Cannabinoids in Children with Cerebral Palsy Worldwide-A Survey of the Swiss Cerebral Palsy Registry. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1838. [PMID: 38136040 PMCID: PMC10742030 DOI: 10.3390/children10121838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 11/21/2023] [Accepted: 11/22/2023] [Indexed: 12/24/2023]
Abstract
Cannabinoids are prescribed to children with cerebral palsy despite limited evidence. We aimed to assess cannabinoid prescribing practices in children with cerebral palsy, focusing on indications, types of preparations used, and tolerability. Furthermore, we investigated how physicians acquire knowledge about cannabinoid medication. We asked physicians with expertise in the care of children with cerebral palsy about their prescribing practices for cannabinoids. Data were collected through an online survey, which was distributed by email. In addition to the demographic information of participants, we also inquired about the indications for the prescription of cannabinoids, experiences regarding efficacy, and observed side effects of the therapy. Seventy physicians from Europe, North America, and Australia completed the survey. Forty-seven participants were experienced in treating of children with cerebral palsy with cannabinoids. The most common indication was epilepsy (69%), followed by spasticity (64%) and pain (63%). The preparations and doses prescribed varied considerably. Half of the participants evaluated the effect of the cannabinoids as moderate. Twenty-nine physicians reported side effects, most frequently, drowsiness (26%), somnolence (19%), fatigue (13%), and diarrhea (13%). Despite the lack of evidence to date, cannabinoids are used to treat children with cerebral palsy in a wide variety of indications. Randomized controlled trials in this vulnerable patient group are therefore of utmost importance.
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Affiliation(s)
- Sandra Hunziker
- Institute of Social and Preventive Medicine, University of Bern, Mittelstrasse 43, CH-3012 Bern, Switzerland
| | - Federico Morosoli
- Division of Neuropediatrics, Development and Rehabilitation, Children’s University Hospital, Inselspital, University of Bern, Freiburgstr. 15, CH-3010 Bern, Switzerland
| | - Kathrin Zuercher
- Institute of Social and Preventive Medicine, University of Bern, Mittelstrasse 43, CH-3012 Bern, Switzerland
| | - Anne Tscherter
- Institute of Social and Preventive Medicine, University of Bern, Mittelstrasse 43, CH-3012 Bern, Switzerland
| | - Sebastian Grunt
- Division of Neuropediatrics, Development and Rehabilitation, Children’s University Hospital, Inselspital, University of Bern, Freiburgstr. 15, CH-3010 Bern, Switzerland
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Pérez IF, Villagra TB, Jiménez-Balado J, Redondo JJ, Recasens BB. Risk factors and outcome of epilepsy in adults with cerebral palsy or intellectual disability. Epilepsy Behav 2023; 147:109450. [PMID: 37769423 DOI: 10.1016/j.yebeh.2023.109450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 09/02/2023] [Accepted: 09/14/2023] [Indexed: 09/30/2023]
Abstract
INTRODUCTION Epilepsy is found in 10-60% of individuals with cerebral palsy (CP) and 5.5-35% with intellectual disability (ID). However, little is known about the long-term evolution of epilepsy among adults. The aim of the study is to describe the factors associated with epilepsy and its outcome in a population of adults with CP or ID. METHODS This retrospective study reviewed the medical records of 306 individuals with CP/ID. All individuals underwent neurological, psychiatric, and neuropsychological follow-ups. RESULTS In the cohort, 72.5% of the individuals had a CP diagnosis, with a mean age of 36.4 years (IQR 24.0-46.0). Epilepsy was present in 55.6% of the individuals and was associated with CP (p < 0.01), spastic subtype (p < 0.01), a higher degree of ID (p < 0.01), hemorrhagic and congenital malformation etiologies (p 0.011), abnormal neuroimaging (p < 0.01), and worse scores on motor and communication scales (p < 0.01). Drug-resistant epilepsy (DRE) (22.4%) was associated with higher scores on motor scales (p < 0.01). Additionally, 42.3% of the individuals who attempted antiseizure medication (ASM) withdrawal experienced recurrence, which was associated with epileptic activity on the electroencephalogram (EEG) (p 0.004). CONCLUSIONS Epilepsy is a common comorbidity in adults with CP or ID and is associated with greater brain damage and a more severe phenotype. Seizure recurrence after ASM withdrawal occurred in half of the individuals and was associated with epileptic activity on the EEG.
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Affiliation(s)
- Isabel Fernández Pérez
- Neurology Department, Fundació ASPACE Catalunya, Barcelona, Spain; Neurology Department, Hospital del Mar, Barcelona, Spain
| | | | - Joan Jiménez-Balado
- Neurovascular Research Lab, Hospital del Mar Research Institute, Barcelona, Spain
| | - Jordi Jiménez Redondo
- Technical Secretariat and Research Commission, Fundació ASPACE Catalunya, Barcelona, Spain
| | - Bernat Bertran Recasens
- Neurology Department, Fundació ASPACE Catalunya, Barcelona, Spain; Neurology Department, Hospital del Mar, Barcelona, Spain.
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Damante MA, Rosenberg N, Shaikhouni A, Johnson HK, Leonard JW, Ostendorf AP, Pindrik JA. Impact of Etiology on Seizure and Quantitative Functional Outcomes in Children with Cerebral Palsy and Medically Intractable Epilepsy Undergoing Hemispherotomy/Hemispherectomy. World Neurosurg 2023; 175:e769-e774. [PMID: 37037367 DOI: 10.1016/j.wneu.2023.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 04/04/2023] [Accepted: 04/05/2023] [Indexed: 04/12/2023]
Abstract
OBJECTIVE To compare functional and seizure outcomes in children with vascular and dysplastic etiologies of cerebral palsy and medically intractable epilepsy following functional hemispherotomy or anatomic hemispherectomy. METHODS Consecutive patients satisfying inclusion criteria from 07/01/2015 to 12/01/2019 were reviewed for demographic data and seizure (Engel classification) and functional (Functional Independence Measure for Children) outcomes. RESULTS After a mean follow-up of 2 years 8 months (1 year 2 months), 11 of 18 patients achieved post-operative seizure freedom without significant difference between vascular (5/7) and dysplastic (6/11) etiologies (P = 0.64). Functional assessments were completed for 15 of 18 of subjects, split comparably between groups. Mean change in the Functional Independence Measure for Children from pre-operative baseline to inpatient rehabilitation admission (vascular, -35.3 [13.2]; malformation of cortical development{MCD}, -34.5 [25.0]; P = 0.69), inpatient rehabilitation admission to discharge (vascular, 18.7 [9.0]; MCD, 20.8 [11.4]; P = 0.60), and pre-operative evaluation to clinic follow-up (vascular, -7.6 [9.7]; MCD, -3.6 [19.3]; P = 0.61) did not differ between groups. CONCLUSION Quantitative functional and seizure outcomes following functional hemispherotomy or anatomic hemispherectomy did not differ significantly between vascular and dysplastic etiologies of cerebral palsy and medically intractable epilepsy in this study. Hemispheric surgery resulted in minor functional declines from baseline following comprehensive multidisciplinary therapy.
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Affiliation(s)
- Mark A Damante
- The Ohio State University Wexner Medical Center, Department of Neurological Surgery, Columbus, Ohio, USA
| | - Nathan Rosenberg
- Section of Pediatric Physical Medicine and Rehabilitation, Nationwide Children's Hospital, Department of Physical Medicine and Rehabilitation, The Ohio State University, Columbus, Ohio, USA
| | - Ammar Shaikhouni
- Division of Pediatric Neurosurgery, Department of Neurological Surgery, Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, Ohio, USA
| | | | - Jeffrey W Leonard
- Division of Pediatric Neurosurgery, Department of Neurological Surgery, Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, Ohio, USA
| | - Adam P Ostendorf
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, Ohio, USA
| | - Jonathan A Pindrik
- Division of Pediatric Neurosurgery, Department of Neurological Surgery, Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, Ohio, USA.
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Cooper MS, Mackay MT, Dagia C, Fahey MC, Howell KB, Reddihough D, Reid S, Harvey AS. Epilepsy syndromes in cerebral palsy: varied, evolving and mostly self-limited. Brain 2023; 146:587-599. [PMID: 35871494 DOI: 10.1093/brain/awac274] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Revised: 06/25/2022] [Accepted: 07/08/2022] [Indexed: 11/12/2022] Open
Abstract
Seizures occur in approximately one-third of children with cerebral palsy. This study aimed to determine epilepsy syndromes in children with seizures and cerebral palsy due to vascular injury, anticipating that this would inform treatment and prognosis. We studied a population-based cohort of children with cerebral palsy due to prenatal or perinatal vascular injuries, born 1999-2006. Each child's MRI was reviewed to characterize patterns of grey and white matter injury. Children with syndromic or likely genetic causes of cerebral palsy were excluded, given their inherent association with epilepsy and our aim to study a homogeneous cohort of classical cerebral palsy. Chart review, parent interview and EEGs were used to determine epilepsy syndromes and seizure outcomes. Of 256 children, 93 (36%) had one or more febrile or afebrile seizures beyond the neonatal period and 87 (34%) had epilepsy. Children with seizures were more likely to have had neonatal seizures, have spastic quadriplegic cerebral palsy and function within Gross Motor Function Classification System level IV or V. Fifty-six (60%) children with seizures had electroclinical features of a self-limited focal epilepsy of childhood; we diagnosed these children with a self-limited focal epilepsy-variant given the current International League Against Epilepsy classification precludes a diagnosis of self-limited focal epilepsy in children with a brain lesion. Other epilepsy syndromes were focal epilepsy-not otherwise specified in 28, infantile spasms syndrome in 11, Lennox-Gastaut syndrome in three, genetic generalized epilepsies in two and febrile seizures in nine. No epilepsy syndrome could be assigned in seven children with no EEG. Twenty-one changed syndrome classification during childhood. Self-limited focal epilepsy-variant usually manifested with a mix of autonomic and brachio-facial motor features, and occipital and/or centro-temporal spikes on EEG. Of those with self-limited focal epilepsy-variant, 42/56 (75%) had not had a seizure for >2 years. Favourable seizure outcomes were also seen in some children with infantile spasms syndrome and focal epilepsy-not otherwise specified. Of the 93 children with seizures, at last follow-up (mean age 15 years), 61/91 (67%) had not had a seizure in >2 years. Children with cerebral palsy and seizures can be assigned specific epilepsy syndrome diagnoses typically reserved for normally developing children, those syndromes commonly being age-dependent and self-limited. Compared to typically developing children with epilepsy, self-limited focal epilepsy-variant occurs much more commonly in children with cerebral palsy and epilepsy. These findings have important implications for treatment and prognosis of epilepsy in cerebral palsy, and research into pathogenesis of self-limited focal epilepsy.
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Affiliation(s)
- Monica S Cooper
- The Royal Children's Hospital, Melbourne, Victoria 3052, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria 3052, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria 3052, Australia
| | - Mark T Mackay
- The Royal Children's Hospital, Melbourne, Victoria 3052, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria 3052, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria 3052, Australia
| | - Charuta Dagia
- The Royal Children's Hospital, Melbourne, Victoria 3052, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria 3052, Australia
| | - Michael C Fahey
- Department of Paediatrics, Monash University, Melbourne, Victoria 3168, Australia
| | - Katherine B Howell
- The Royal Children's Hospital, Melbourne, Victoria 3052, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria 3052, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria 3052, Australia
| | - Dinah Reddihough
- The Royal Children's Hospital, Melbourne, Victoria 3052, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria 3052, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria 3052, Australia
| | - Susan Reid
- The Royal Children's Hospital, Melbourne, Victoria 3052, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria 3052, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria 3052, Australia
| | - A Simon Harvey
- The Royal Children's Hospital, Melbourne, Victoria 3052, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Victoria 3052, Australia.,Murdoch Children's Research Institute, Melbourne, Victoria 3052, Australia
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7
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Characteristics and Challenges of Epilepsy in Children with Cerebral Palsy-A Population-Based Study. J Clin Med 2023; 12:jcm12010346. [PMID: 36615146 PMCID: PMC9821172 DOI: 10.3390/jcm12010346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 12/21/2022] [Accepted: 12/29/2022] [Indexed: 01/03/2023] Open
Abstract
The aim of this population-based study was to describe the prevalence and characteristics of epilepsy in children with cerebral palsy (CP), focusing on antiseizure medication (ASM) and seizure outcome. Findings were related to CP type, gross motor function and associated impairments. Data on all 140 children with CP born in 2003-2006 were taken from the CP register of Western Sweden. Medical records were reviewed at ages 9-12 and 13-16 years. In total 43% had a diagnosis of epilepsy. Epilepsy was more common in children with dyskinetic CP, who more often had a history of infantile spasms, continuous spike-and-wave during sleep and status epilepticus. Neonatal seizures, severe intellectual disability, severe motor disability and autism were associated with a higher risk of epilepsy. Many children were on polytherapy, and valproate was frequently used, even in girls. At age 13-16 years, 45% of the children with epilepsy were seizure free for at least one year. Onset after 2 years of age, female sex and white matter injury were associated with good seizure outcome. Despite the risk of relapse, reduction or discontinuation of ASM could be an option in selected cases. It is important to optimize ASM and to consider the possibility of epilepsy surgery.
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8
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Bertoncelli CM, Dehan N, Bertoncelli D, Bagui S, Bagui SC, Costantini S, Solla F. Prediction Model for Identifying Factors Associated with Epilepsy in Children with Cerebral Palsy. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9121918. [PMID: 36553361 PMCID: PMC9777044 DOI: 10.3390/children9121918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/16/2022] [Accepted: 11/29/2022] [Indexed: 12/13/2022]
Abstract
(1) Background: Cerebral palsy (CP) is associated with a higher incidence of epileptic seizures. This study uses a prediction model to identify the factors associated with epilepsy in children with CP. (2) Methods: This is a retrospective longitudinal study of the clinical characteristics of 102 children with CP. In the study, there were 58 males and 44 females, 65 inpatients and 37 outpatients, 72 had epilepsy, and 22 had intractable epilepsy. The mean age was 16.6 ± 1.2 years, and the age range for this study was 12−18 years. Data were collected on the CP etiology, diagnosis, type of epilepsy and spasticity, clinical history, communication abilities, behaviors, intellectual disability, motor function, and feeding abilities from 2005 to 2020. A prediction model, Epi-PredictMed, was implemented to forecast the factors associated with epilepsy. We used the guidelines of “Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis” (TRIPOD). (3) Results: CP etiology [(prenatal > perinatal > postnatal causes) p = 0.036], scoliosis (p = 0.048), communication (p = 0.018), feeding disorders (p = 0.002), poor motor function (p < 0.001), intellectual disabilities (p = 0.007), and the type of spasticity [(quadriplegia/triplegia > diplegia > hemiplegia), p = 0.002)] were associated with having epilepsy. The model scored an average of 82% for accuracy, sensitivity, and specificity. (4) Conclusion: Prenatal CP etiology, spasticity, scoliosis, severe intellectual disabilities, poor motor skills, and communication and feeding disorders were associated with epilepsy in children with CP. To implement preventive and/or management measures, caregivers and families of children with CP and epilepsy should be aware of the likelihood that these children will develop these conditions.
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Affiliation(s)
- Carlo Mario Bertoncelli
- Department of Computer Science, Hal Marcus College of Science & Engineering, University of West Florida, Pensacola, FL 32514, USA
- EEAP H Germain & Department of Pediatric Orthopaedic Surgery, Lenval University Pediatric Hospital of Nice, 06200 Nice, France
- Department of Information Engineering Computer Science and Mathematics, University of L’Aquila, 67100 L’Aquila, Italy
- Correspondence:
| | - Nathalie Dehan
- Lenval University Pediatric Hospital of Nice, 06200 Nice, France
| | - Domenico Bertoncelli
- Department of Computer Science, Hal Marcus College of Science & Engineering, University of West Florida, Pensacola, FL 32514, USA
- Department of Information Engineering Computer Science and Mathematics, University of L’Aquila, 67100 L’Aquila, Italy
| | - Sikha Bagui
- Department of Computer Science, Hal Marcus College of Science & Engineering, University of West Florida, Pensacola, FL 32514, USA
| | - Subhash C. Bagui
- Department of Computer Science, Hal Marcus College of Science & Engineering, University of West Florida, Pensacola, FL 32514, USA
| | - Stefania Costantini
- Department of Information Engineering Computer Science and Mathematics, University of L’Aquila, 67100 L’Aquila, Italy
| | - Federico Solla
- EEAP H Germain & Department of Pediatric Orthopaedic Surgery, Lenval University Pediatric Hospital of Nice, 06200 Nice, France
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Åndell Jason E. Neurodevelopmental and psychiatric comorbidities negatively affect outcome in children with unprovoked seizures-A non-systematic review. Acta Paediatr 2021; 110:2944-2950. [PMID: 34337792 DOI: 10.1111/apa.16026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 07/01/2021] [Accepted: 07/06/2021] [Indexed: 12/18/2022]
Abstract
Children with epilepsy have at least one comorbidity in 80% of cases. This unstructured review provides insights into the most common comorbidities, their effects on seizure prognosis and treatment. We also review the epilepsy terminology and classifications. Neurodevelopmental and psychiatric comorbidities were common in children with seizures and had a negative effect on quality of life, and seizure freedom. Children with seizures were treated with drugs used for attention deficit hyperactivity disorder (ADHD), depression or psychosis, more often than the general population but less often than prevalence rates would suggested. CONCLUSION: Multidisciplinary teams should assess comorbidities in children with epilepsy to improve their care and outcomes.
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Affiliation(s)
- Eva Åndell Jason
- Neuropediatric Unit Department of Women's and Children's Health Karolinska Institutet Stockholm Sweden
- Centre for Clinical Research Sörmland Uppsala University Eskilstuna Sweden
- Department of Pediatrics Nyköping HospitalRegion Sörmland Nyköping Sweden
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10
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Dreier LA, Kapanci T, Lonnemann K, Koch-Hogrebe M, Wiethoff-Ubrig L, Rauchenzauner M, Blankenburg M, Zernikow B, Wager J, Rostasy K. Assessment of Sleep-Related Problems in Children with Cerebral Palsy Using the SNAKE Sleep Questionnaire. CHILDREN (BASEL, SWITZERLAND) 2021; 8:772. [PMID: 34572204 PMCID: PMC8468412 DOI: 10.3390/children8090772] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 08/25/2021] [Accepted: 08/30/2021] [Indexed: 11/16/2022]
Abstract
Cerebral palsy (CP) represents the most common motor impairment in childhood. The presence of sleep problems has not yet been investigated with an instrument specifically designed for this population. In this hospital-based, prospective study, N = 100 children (M = 7.9, range: 2-18 years) with CP were included. All patients underwent pediatric neurologists' screening incorporating instruments (Data Collection Form; Gross Motor Functions Classification System, GMFCS; Bimanual Fine Motor Function, BFMF) recommended by the "Surveillance of Cerebral Palsy in Europe (SCPE)". Parents completed the "Sleep Questionnaire for Children with Severe Psychomotor Impairment (SNAKE)". Children's sleep behavior was increasingly conspicuous, with greater gross motor (SNAKE scales: disturbances remaining asleep, daytime sleepiness) and fine motor (additionally SNAKE scale arousal and breathing problems) functional impairment. Overall, a proportion of children showed sleep behavior outside the SNAKE's normal range. No relevant sleep differences were identified between different CP subtypes and comorbidities. Applying a population-specific questionnaire, children's functional impairment seems to be more relevant to their sleep behavior than the CP subtype or CP comorbidities.
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Affiliation(s)
- Larissa Alice Dreier
- Department of Children’s Pain Therapy and Paediatric Palliative Care, Faculty of Health, School of Medicine, Witten/Herdecke University, 58448 Witten, Germany; (L.A.D.); (M.B.); (B.Z.); (J.W.)
- PedScience Research Institute, 45711 Datteln, Germany
| | - Tugba Kapanci
- Department of Pediatric Neurology, Children’s and Adolescents’ Hospital Datteln, Witten/Herdecke University, 58448 Witten, Germany; (T.K.); (K.L.); (M.K.-H.); (L.W.-U.)
| | - Katharina Lonnemann
- Department of Pediatric Neurology, Children’s and Adolescents’ Hospital Datteln, Witten/Herdecke University, 58448 Witten, Germany; (T.K.); (K.L.); (M.K.-H.); (L.W.-U.)
| | - Margarete Koch-Hogrebe
- Department of Pediatric Neurology, Children’s and Adolescents’ Hospital Datteln, Witten/Herdecke University, 58448 Witten, Germany; (T.K.); (K.L.); (M.K.-H.); (L.W.-U.)
| | - Lucia Wiethoff-Ubrig
- Department of Pediatric Neurology, Children’s and Adolescents’ Hospital Datteln, Witten/Herdecke University, 58448 Witten, Germany; (T.K.); (K.L.); (M.K.-H.); (L.W.-U.)
| | - Markus Rauchenzauner
- Department of Pediatrics, Hospital Kaufbeuren, 87600 Kaufbeuren, Germany;
- Department of Pediatrics, Medical University Innsbruck, 6020 Innsbruck, Austria
| | - Markus Blankenburg
- Department of Children’s Pain Therapy and Paediatric Palliative Care, Faculty of Health, School of Medicine, Witten/Herdecke University, 58448 Witten, Germany; (L.A.D.); (M.B.); (B.Z.); (J.W.)
- Paediatric Neurology, Psychosomatics and Pain Therapy, Center for Child, Youth and Women’s Health, Klinikum Stuttgart, Olgahospital/Frauenklinik, 70174 Stuttgart, Germany
| | - Boris Zernikow
- Department of Children’s Pain Therapy and Paediatric Palliative Care, Faculty of Health, School of Medicine, Witten/Herdecke University, 58448 Witten, Germany; (L.A.D.); (M.B.); (B.Z.); (J.W.)
- PedScience Research Institute, 45711 Datteln, Germany
| | - Julia Wager
- Department of Children’s Pain Therapy and Paediatric Palliative Care, Faculty of Health, School of Medicine, Witten/Herdecke University, 58448 Witten, Germany; (L.A.D.); (M.B.); (B.Z.); (J.W.)
- PedScience Research Institute, 45711 Datteln, Germany
| | - Kevin Rostasy
- Department of Pediatric Neurology, Children’s and Adolescents’ Hospital Datteln, Witten/Herdecke University, 58448 Witten, Germany; (T.K.); (K.L.); (M.K.-H.); (L.W.-U.)
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11
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Smith SE, Gannotti M, Hurvitz EA, Jensen FE, Krach LE, Kruer MC, Msall ME, Noritz G, Rajan DS, Aravamuthan BR. Adults with Cerebral Palsy Require Ongoing Neurologic Care: A Systematic Review. Ann Neurol 2021; 89:860-871. [PMID: 33550625 DOI: 10.1002/ana.26040] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 01/04/2021] [Accepted: 01/24/2021] [Indexed: 12/19/2022]
Abstract
Cerebral palsy (CP) neurologic care and research efforts typically focus on children. However, most people with CP are adults. Adults with CP are at increased risk of new neurologic conditions, such as stroke and myelopathy, that require ongoing neurologic surveillance to distinguish them from baseline motor impairments. Neurologic factors could also contribute to the motor function decline, chronic pain, and chronic fatigue that are commonly experienced by adults with CP. Based on a systematic literature review, we suggest (1) guidelines for neurologic surveillance and neurologist referral and (2) clinical research questions regarding the evolving neurologic risks for adults with CP. ANN NEUROL 2021;89:860-871.
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Affiliation(s)
- Sarah E Smith
- Washington University School of Medicine, St Louis, MO, USA
| | - Mary Gannotti
- Shriners Hospitals for Children, Cerebral Palsy Network, University of Hartford, West Hartford, CT, USA
| | - Edward A Hurvitz
- Department of Physical Medicine and Rehabilitation, Michigan Medicine/University of Michigan, Ann Arbor, MI, USA
| | - Frances E Jensen
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Linda E Krach
- Gillette Children's Specialty Healthcare, Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Michael C Kruer
- Cerebral Palsy & Pediatric Movement Disorders Program, Barrow Neurological Institute, Phoenix Children's Hospital, Phoenix, AZ, USA.,Departments of Child Health, Neurology, and Cellular & Molecular Medicine and Program in Genetics, University of Arizona College of Medicine-Phoenix Children's Hospital, Tucson, AZ, USA
| | - Michael E Msall
- University of Chicago Kennedy Research Center on Neurodevelopmental Disabilities, Chicago, IL, USA
| | - Garey Noritz
- Department of Pediatrics, Nationwide Children's Hospital and the Ohio State University, Columbus, OH, USA
| | - Deepa S Rajan
- Department of Pediatrics, Division of Child Neurology, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bhooma R Aravamuthan
- Department of Neurology, Division of Pediatric Neurology, Washington University School of Medicine, St Louis, MO, USA
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12
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Xu G, Ren T, Chen Y, Che W. A One-Dimensional CNN-LSTM Model for Epileptic Seizure Recognition Using EEG Signal Analysis. Front Neurosci 2021; 14:578126. [PMID: 33390878 PMCID: PMC7772824 DOI: 10.3389/fnins.2020.578126] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 11/10/2020] [Indexed: 11/13/2022] Open
Abstract
Frequent epileptic seizures cause damage to the human brain, resulting in memory impairment, mental decline, and so on. Therefore, it is important to detect epileptic seizures and provide medical treatment in a timely manner. Currently, medical experts recognize epileptic seizure activity through the visual inspection of electroencephalographic (EEG) signal recordings of patients based on their experience, which takes much time and effort. In view of this, this paper proposes a one-dimensional convolutional neural network-long short-term memory (1D CNN-LSTM) model for automatic recognition of epileptic seizures through EEG signal analysis. Firstly, the raw EEG signal data are pre-processed and normalized. Then, a 1D convolutional neural network (CNN) is designed to effectively extract the features of the normalized EEG sequence data. In addition, the extracted features are then processed by the LSTM layers in order to further extract the temporal features. After that, the output features are fed into several fully connected layers for final epileptic seizure recognition. The performance of the proposed 1D CNN-LSTM model is verified on the public UCI epileptic seizure recognition data set. Experiments results show that the proposed method achieves high recognition accuracies of 99.39% and 82.00% on the binary and five-class epileptic seizure recognition tasks, respectively. Comparing results with traditional machine learning methods including k-nearest neighbors, support vector machines, and decision trees, other deep learning methods including standard deep neural network and CNN further verify the superiority of the proposed method.
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Affiliation(s)
- Gaowei Xu
- Department of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Tianhe Ren
- School of Informatics, Xiamen University, Xiamen, China
| | - Yu Chen
- Department of Dermatology & STD, Nantong First People's Hospital, Nantong, China
| | - Wenliang Che
- Department of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
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13
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Åndell E, Tomson T, Åmark P, Pihlström N, Tedroff K, Carlsson S. Childhood-onset seizures: A long-term cohort study of use of antiepileptic drugs, and drugs for neuropsychiatric conditions. Epilepsy Res 2020; 168:106489. [DOI: 10.1016/j.eplepsyres.2020.106489] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 10/15/2020] [Accepted: 10/20/2020] [Indexed: 12/14/2022]
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14
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Gimigliano F. Is clobazam monotherapy effective and safe in people with focal or generalized seizures? A Cochrane Review summary with commentary. Dev Med Child Neurol 2020; 62:670-672. [PMID: 32246466 DOI: 10.1111/dmcn.14539] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 03/13/2020] [Indexed: 11/30/2022]
Affiliation(s)
- Francesca Gimigliano
- Department of Mental and Physical Health and Preventive Medicine, University of Campania 'Luigi Vanvitelli', Napoli, Italy
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