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AIM: To describe the rates of stroke and craniocervical vasculopathy progression in children with posterior fossa malformations, hemangioma, arterial anomalies, coarctation of the aorta/cardiac defects, and eye abnormalities (PHACE) syndrome. METHOD: A single-center, retrospective natural history study of children with PHACE syndrome. Clinical and sequential neuroimaging data were reviewed to study the characteristics and progression of vasculopathy and calculate the rates of arterial ischemic stroke (AIS) and transient ischemic stroke (TIA). Vasculopathy progression was defined as worsening or new vascular findings on follow-up magnetic resonance angiography. RESULTS: Thirty-four children with cerebrovascular abnormalities at the PHACE syndrome diagnosis were studied (age range = 2 to 18 years, 85% females). Median age at the initial diagnosis was 5.5 months (interquartile range = 1-52 months); median age at the last follow-up was 8 years 6 months (range = 2-18 years). Overall, 10 (29%) patients had radiological progression of their vasculopathy, with a cumulative progression-free rate of 73% (95% confidence interval [CI] = 0.57-0.89), and a cumulative TIA-free and AIS-free rate of 87% (95% CI = 0.745-0.99). Vasculopathy was continuously progressive in six patients (18%) at the last follow-up. Three patients (9%) had TIA and all had progressive vasculopathy. One patient had presumed perinatal AIS at the initial PHACE diagnosis, while no other patient experienced an AIS during the follow-up. INTERPRETATION: In children with PHACE syndrome, craniocervical vasculopathy is non-progressive and asymptomatic in the majority of cases. The risk of ischemic stroke in these children is very low. Larger and prospective studies are necessary to confirm these findings.
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PURPOSE: Child health-related quality of life (HRQOL) has been shown to improve after epilepsy surgery and is linked to parent HRQOL. We postulated that the HRQOL of parents whose children underwent epilepsy surgery would improve over two years compared to those treated with medical therapy. The aim of the study was to evaluate the trajectory of HRQOL of parents whose children received treatment with epilepsy surgery or medical therapy over two years. METHODS: This multi-center study recruited parents whose children were evaluated for epilepsy surgery. Parents completed measures of care-related QOL (CarerQOL) at the time of their children's surgical evaluation, 6 months, 1 year, and 2 years later. Additional measures included parent anxiety and depression, satisfaction with family relationships, family resources and demands, and child clinical variables. A linear mixed model was used to compare the trajectories of parent HRQOL of surgical and medical patients, adjusting for baseline clinical, parent, and family characteristics. RESULTS: There were 111 children treated with surgery and 154 with medical therapy. The trajectory of parent HRQOL was similar among parents of surgical and medical patients over the two-year follow-up. However, HRQOL of parents of surgical patients was 3.0 points higher (95%CI - 0.1, 6.1) across the follow-up period compared to parents of medical patients. Parents of seizure-free children reported 2.3 points (95%CI 0.2, 4.4) higher HRQOL relative to parents of non-seizure-free children across the two-year follow-up. CONCLUSION: Parent HRQOL did not improve after their children were treated with epilepsy surgery, possibly related to ongoing comorbidities in children.
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Epilepsia , Padres , Calidad de Vida , Humanos , Calidad de Vida/psicología , Femenino , Masculino , Epilepsia/psicología , Epilepsia/cirugía , Padres/psicología , Niño , Preescolar , Adolescente , Adulto , Encuestas y Cuestionarios , Anticonvulsivantes/uso terapéuticoRESUMEN
OBJECTIVE: This longitudinal cohort study aimed to identify trajectories of parent well-being over the first 2 years after their child's evaluation for candidacy for epilepsy surgery, and to identify the baseline clinical and demographic characteristics associated with these trajectories. Parent well-being was based on parent depressive and anxiety symptoms and family resources (i.e., family mastery and social support). METHODS: Parents of 259 children with drug-resistant epilepsy (105 of whom eventually had surgery) were recruited from eight epilepsy centers across Canada at the time of their evaluation for epilepsy surgery candidacy. Participants were assessed at baseline and 6-month, 1-year, and 2-year follow-up. The trajectories of parents' depressive symptoms, anxiety symptoms, and family resources were jointly estimated using multigroup latent class growth models. RESULTS: The analyses identified three trajectories: an optimal-stable group with no/minimal depressive or anxiety symptoms, and high family resources that remained stable over time; a mild-decreasing-plateau group with mild depressive and anxiety symptoms that decreased over time then plateaued, and intermediate family resources that remained stable; and a moderate-decreasing group with moderate depressive and anxiety symptoms that decreased slightly, and low family resources that remained stable over time. Parents of children with higher health-related quality of life, fathers, and parents who had higher household income were more likely to have better trajectories of well-being. Treatment type was not associated with the trajectory groups, but parents whose children were seizure-free at the time of the last follow-up were more likely to have better trajectories (optimal-stable or mild-decreasing-plateau trajectories). SIGNIFICANCE: This study documented distinct trajectories of parent well-being, from the time of the child's evaluation for epilepsy surgery. Parents who present with anxiety and depressive symptoms and low family resources do not do well over time. They should be identified and offered supportive services early in their child's epilepsy treatment history.
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Epilepsia Refractaria , Epilepsia , Niño , Humanos , Estudios Longitudinales , Calidad de Vida , Padres , Epilepsia Refractaria/cirugía , Epilepsia/diagnóstico , DepresiónRESUMEN
OBJECTIVES: The purpose of this longitudinal cohort study was to examine the variables that influence health-related quality of life (HRQOL) after epilepsy surgery in children. We examined whether treatment type (surgical vs medical therapy) and seizure control are related to other variables that have been shown to influence HRQOL, namely depressive symptoms in children with epilepsy or their parents, and the availability of family resources. METHODS: In total, 265 children with drug-resistant epilepsy were recruited from eight epilepsy centers across Canada at the time of their evaluation for candidacy for epilepsy surgery and were assessed at baseline, 6-month, 1-year, and 2-year follow-up. Parents completed the Quality of Life in Childhood Epilepsy Questionnaire (QOLCE-55) and measures of family resources and depression; children completed depression inventories. Causal mediation analyses using natural effect models were used to evaluate the extent to which the relationship between treatment and HRQOL was explained by seizure control, child and parent depressive symptoms, and family resources. RESULTS: Overall, 111 children underwent surgery and 154 were treated with medical therapy only. The HRQOL scores of surgical patients were 3.4 points higher (95% confidence interval [CI]: -0.2, 7.0) relative to medical patients at the 2-year follow-up after adjusting for baseline covariates, with 66% of the effect of surgery attributed to seizure control. Child or parent depressive symptoms and family resources had negligible mediation effects between treatment and HRQOL. The effect of seizure control on HRQOL was not mediated by child or parent depressive symptoms, or by family resources. SIGNIFICANCE: The findings demonstrate that seizure control is on the causal pathway between epilepsy surgery and improved HRQOL in children with drug-resistant epilepsy. However, child and parent depressive symptoms and family resources were not significant mediators. The results highlight the importance of achieving seizure control to improve HRQOL.
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Epilepsia Refractaria , Epilepsia , Niño , Humanos , Calidad de Vida , Estudios Longitudinales , Epilepsia/tratamiento farmacológico , Epilepsia/cirugía , Epilepsia/diagnóstico , Estudios de Cohortes , Epilepsia Refractaria/cirugía , Encuestas y Cuestionarios , ConvulsionesRESUMEN
OBJECTIVE: Minimally invasive magnetic resonance-guided laser interstitial thermal therapy (MRgLITT) has been proposed as an alternative to open epilepsy surgery, to address concerns regarding the risk of open surgery. Our primary hypothesis was that seizure freedom at 1 year after MRgLITT is noninferior to open surgery in children with drug-resistant epilepsy (DRE). The secondary hypothesis was that MRgLITT has fewer complications and shorter hospitalization than surgery. The primary objective was to compare seizure outcome of MRgLITT to open surgery in children with DRE. The secondary objective was to compare complications and length of hospitalization of the two treatments. METHODS: This retrospective multicenter cohort study included children with DRE treated with MRgLITT or open surgery with 1-year follow-up. Exclusion criteria were corpus callosotomy, neurostimulation, multilobar or hemispheric surgery, and lesion with maximal dimension > 60 mm. MRgLITT patients were propensity matched to open surgery patients. The primary outcome was seizure freedom at 1 year posttreatment. The difference in seizure freedom was compared using noninferiority test, with noninferiority margin of -10%. The secondary outcomes were complications and length of hospitalization. RESULTS: One hundred eighty-five MRgLITT patients were matched to 185 open surgery patients. Seizure freedom at 1 year follow-up was observed in 89 of 185 (48.1%) MRgLITT and 114 of 185 (61.6%) open surgery patients (difference = -13.5%, one-sided 97.5% confidence interval = -23.8% to ∞, pNoninferiority = .79). The lower confidence interval boundary of -23.8% was below the prespecified noninferiority margin of -10%. Overall complications were lower in MRgLITT compared to open surgery (10.8% vs. 29.2%, respectively, p < .001). Hospitalization was shorter for MRgLITT than open surgery (3.1 ± 2.9 vs. 7.2 ± 6.1 days, p < .001). SIGNIFICANCE: Seizure outcome of MRgLITT at 1 year posttreatment was inferior to open surgery. However, MRgLITT has the advantage of better safety profile and shorter hospitalization. The findings will help counsel children and parents on the benefits and risks of MRgLITT and contribute to informed decision-making on treatment options.
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Epilepsia Refractaria , Terapia por Láser , Convulsiones , Niño , Humanos , Epilepsia Refractaria/cirugía , Epilepsia Refractaria/terapia , Terapia por Láser/métodos , Imagen por Resonancia Magnética , Estudios Retrospectivos , Convulsiones/prevención & control , Resultado del TratamientoRESUMEN
OBJECTIVES: To evaluate risk factors associated with surgical intervention and subperiosteal/orbital abscess in hospitalized children with severe orbital infections. STUDY DESIGN: We conducted a multicenter cohort study of children 2 months to 18 years hospitalized with periorbital or orbital cellulitis from 2009 to 2018 at 10 hospitals in Canada. Clinical details were extracted, and patients were categorized as undergoing surgical or medical-only management. Primary outcome was surgical intervention and the main secondary outcome was clinically important imaging. Logistic regression was used to identify predictors. RESULTS: Of 1579 patients entered, median age was 5.4 years, 409 (25.9%) had an orbital/subperiosteal abscess, and 189 (12.0%) underwent surgery. In the adjusted analysis, the risk of surgical intervention was associated with older age (age 9 to <14: aOR 3.9, 95% CI 2.3-6.6; and age 14 to ≤18 years: aOR 7.0, 95% CI 3.4-14.1), elevated C-reactive protein >120 mg/L (aOR 2.8, 95% CI 1.3-5.9), elevated white blood cell count of 12-20 000/µL (aOR 1.7, 95% CI 1.1-2.6), proptosis (aOR 2.6, 95% CI 1.7-4.0), and subperiosteal/orbital abscess (aOR 5.3, 95% CI 3.6-7.9). There was no association with antibiotic use before hospital admission, sex, presence of a chronic disease, temperature greater than 38.0°C, and eye swollen shut. Complications were identified in 4.7% of patients, including vision loss (0.6%), intracranial extension (1.6%), and meningitis (0.8%). CONCLUSIONS: In children hospitalized with severe orbital infections, older age, elevated C-reactive protein, elevated white blood cell count, proptosis, and subperiosteal/orbital abscess were predictors of surgical intervention.
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Exoftalmia , Celulitis Orbitaria , Enfermedades Orbitales , Absceso/diagnóstico por imagen , Absceso/cirugía , Adolescente , Antibacterianos/uso terapéutico , Proteína C-Reactiva , Niño , Preescolar , Estudios de Cohortes , Exoftalmia/complicaciones , Exoftalmia/tratamiento farmacológico , Humanos , Celulitis Orbitaria/diagnóstico por imagen , Celulitis Orbitaria/cirugía , Estudios RetrospectivosRESUMEN
Pharmacogenomics hold the potential to identify variants associated with adverse drug reactions and treatment efficacy of anti-seizure medications. A model-based cost-utility analysis by Gordon and colleagues showed that genetically-guided therapy costs more, yielded higher quality-adjusted life years outcomes, and was considered to be cost-effective compared to usual care. The study provided preliminary evidence on the value of pharmacogenetic testing in patients with drug-resistant epilepsy. However, data input for the model was based on assumptions that need to be empirically tested. Further, there are many other factors that may affect the cost-effectiveness of pharmacogenetic testing that need to be considered, including the model of service delivery, its implementation in complex clinical service, whether clinicians will modify treatment decisions based on pharmacogenetic information, and the fidelity with which recommendation on testing is adhered to in the real-world. The cost-effectiveness analysis should be repeated when more robust data on the effectiveness of pharmacogenetics are available and conducted alongside a budget impact analysis, incorporating the direct health care resources required to implement widespread testing and potential subsequent changes in treatment.
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OBJECTIVE: There is substantial variability in reported seizure outcome following pediatric epilepsy surgery, and lack of individualized predictive tools that could evaluate the probability of seizure freedom postsurgery. The aim of this study was to develop and validate a supervised machine learning (ML) model for predicting seizure freedom after pediatric epilepsy surgery. METHODS: This is a multicenter retrospective study of children who underwent epilepsy surgery at five pediatric epilepsy centers in North America. Clinical information, diagnostic investigations, and surgical characteristics were collected, and used as features to predict seizure-free outcome 1 year after surgery. The dataset was split randomly into 80% training and 20% testing data. Thirty-five combinations of five feature sets with seven ML classifiers were assessed on the training cohort using 10-fold cross-validation for model development. The performance of the optimal combination of ML classifier and feature set was evaluated in the testing cohort, and compared with logistic regression, a classical statistical approach. RESULTS: Of the 801 patients included, 61.3% were seizure-free 1 year postsurgery. During model development, the best combination was XGBoost ML algorithm with five features from the univariate feature set, including number of antiseizure medications, magnetic resonance imaging lesion, age at seizure onset, video-electroencephalography concordance, and surgery type, with a mean area under the curve (AUC) of .73 (95% confidence interval [CI] = .69-.77). The combination of XGBoost and univariate feature set was then evaluated on the testing cohort and achieved an AUC of .74 (95% CI = .66-.82; sensitivity = .87, 95% CI = .81-.94; specificity = .58, 95% CI = .47-.71). The XGBoost model outperformed the logistic regression model (AUC = .72, 95% CI = .63-.80; sensitivity = .72, 95% CI = .63-.82; specificity = .66, 95% CI = .53-.77) in the testing cohort (p = .005). SIGNIFICANCE: This study identified important features and validated an ML algorithm, XGBoost, for predicting the probability of seizure freedom after pediatric epilepsy surgery. Improved prognostication of epilepsy surgery is critical for presurgical counseling and will inform treatment decisions.
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Epilepsia , Niño , Electroencefalografía , Epilepsia/diagnóstico , Epilepsia/cirugía , Humanos , Aprendizaje Automático , Imagen por Resonancia Magnética/métodos , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Convulsiones/diagnóstico , Convulsiones/cirugía , Resultado del TratamientoRESUMEN
BACKGROUND: This study aims to compare the longitudinal changes in heart rate variability (HRV) during therapeutic hypothermia in neonates with different subtypes of hypoxic-ischemic brain injury. METHODS: HRV was computed from 1 hour time-epochs q6 hours for the first 48 hours. Primary outcome was brain-injury pattern on MRI at 4(3-5) days. We fitted linear mixed-effect regression models with HRV metric, brain injury subtype and postnatal age. RESULTS: Among 89 term neonates, 40 neonates had abnormal brain MRI (focal infarct 15 (38%), basal-ganglia predominant 8 (20%), watershed-predominant 5 (13%), and mixed pattern 12 (30%)). There was no significant difference in the HRV metrics between neonates with normal MRI, focal infarcts and basal ganglia pattern. At any given postnatal age, the degree of HRV suppression (HRV measure in the brain-injury subtype group/HRV measure in Normal MRI group) was significant in neonates with watershed pattern (SDNN(0.63, p = 0.08), RMSSD(0.74, p = 0.04)) and mixed pattern injury (SDNN (0.64, p < 0.001), RMSSD (0.75, p = 0.02)). HRV suppression was most profound at the postnatal age of 24-30 h in all brain injury subtypes. CONCLUSION: Neonates with underlying watershed injury with or without basal-ganglia injury demonstrates significant HRV suppression during first 48 hour of hypothermia therapy. IMPACT: Our study suggests that suppression of heart rate variability in neonates during therapeutic hypothermia varies according to the pattern of underlying hypoxic-ischemic brain injury. Neonates with watershed predominant pattern and mixed pattern of brain injury have the most severe suppression of heart rate variability measures. Heart rate variability monitoring may provide early insights into the pattern of hypoxic-ischemic brain injury in neonates undergoing therapeutic hypothermia earlier than routine clinical MRI.
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Lesiones Encefálicas , Hipotermia Inducida , Hipoxia-Isquemia Encefálica , Recién Nacido , Embarazo , Femenino , Humanos , Frecuencia Cardíaca/fisiología , Imagen por Resonancia Magnética , Lesiones Encefálicas/terapia , Hipoxia-Isquemia Encefálica/diagnóstico por imagen , Hipoxia-Isquemia Encefálica/terapiaRESUMEN
OBJECTIVE: The economic burden of childhood epilepsy to the health care system remains poorly understood. This study aimed to determine phase-specific and cumulative long-term health care costs in children with epilepsy (CWE) from the health care payer perspective. METHODS: This cohort study utilized linked health administrative databases in Ontario, Canada. Incident childhood epilepsy cases were identified from January 1, 2003 to June 30, 2017. CWE were matched to children without epilepsy (CWOE) on age, sex, rurality, socioeconomic status, and comorbidities, and assigned prediagnosis, initial, ongoing, and final care phase based on clinical trajectory. Phase-specific, 1-year and 5-year cumulative health care costs, attributable costs of epilepsy, and distribution of costs across different ages were evaluated. RESULTS: A total of 24 411 CWE were matched to CWOE. The costs were higher for prediagnosis and initial care than ongoing care in CWE. Hospitalization was the main cost component. The costs of prediagnosis, initial, and ongoing care were higher in CWE than CWOE, with the attributable costs at $490 (95% confidence interval [CI] = $352-$616), $1322 (95% CI = $1247-$1402), and $305 (95% CI = $276-$333) per 30 patient-days, respectively. Final care costs were lower in CWE than CWOE, with attributable costs at -$2515 (95% CI = -$6288 to $961) per 30 patient-days. One-year and 5-year cumulative costs were higher in CWE ($14 776 [95% CI = $13 994-$15 546] and $39 261 [95% CI = $37 132-$41 293], respectively) than CWOE ($6152 [95% CI = $5587-$6768] and $15 598 [95% CI = $14 291-$17 006], respectively). The total health care costs were highest in the first year of life in CWE for prediagnosis, initial, and ongoing care. SIGNIFICANCE: Health care costs varied along the continuum of epilepsy care, and were mainly driven by hospitalization costs. The findings identified avenues for remediation, such as enhancing care around the time of epilepsy diagnosis and better care coordination for epilepsy and comorbidities, to reduce hospitalization costs and the economic burden of epilepsy care.
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Costo de Enfermedad , Epilepsia/economía , Costos de la Atención en Salud/estadística & datos numéricos , Hospitalización/economía , Canadá , Estudios de Casos y Controles , Niño , Preescolar , Estudios de Cohortes , Continuidad de la Atención al Paciente/economía , Epilepsia/diagnóstico , Epilepsia/terapia , Femenino , Humanos , Lactante , MasculinoRESUMEN
BACKGROUND: Large hypothalamic hamartomas (HH) are often associated with difficult-to-treat, refractory seizures. Although magnetic resonance-guided laser interstitial thermal therapy (MRgLITT) has emerged as a useful tool to treat these challenging lesions, postoperative outcomes are variable and potentially related to differences in surgical targeting. PURPOSE: We sought to identify differences in the anatomic localization of laser ablations that either did or did not result in seizure freedom. METHODS: Four children who underwent MRgLITT for large HH (3 seizure-free and 1 not seizure-free) were included in the analysis. Ablation volumes were segmented, normalized, and overlaid on a high-resolution hypothalamic atlas. For each lesion, the size, spatial extent, and degree of overlap with key hypothalamic nuclei and surrounding brain regions were computed and compared between ablations that did and did not result in seizure freedom. RESULTS: Ablation masks that resulted in seizure freedom were smaller and located more centrally than the ablation mask that did not. In addition, ablation masks that resulted in seizure freedom overlapped with regions including the paraventricular nucleus, the posterior hypothalamus and the zona incerta, fornix, and mammillothalamic tract, whereas the single non-seizure-free ablation did not. CONCLUSION: Differences in the size, position, and anatomical localization of ablation volumes may be a potential contributor to the variability in postoperative outcomes of large HH treated with MRgLITT. A novel, high-resolution MRI atlas of the hypothalamus identifies a number of regions at the interface of large HH that are preferentially disconnected in seizure-free patients. This method of anatomical localization not only serves as a potential clinical tool for surgical targeting but may also provide novel insights into the mechanisms of epileptogenesis in hypothalamic hamartomas.
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Epilepsia Refractaria , Hamartoma , Enfermedades Hipotalámicas , Terapia por Láser , Niño , Epilepsia Refractaria/diagnóstico por imagen , Epilepsia Refractaria/cirugía , Libertad , Hamartoma/complicaciones , Hamartoma/cirugía , Humanos , Enfermedades Hipotalámicas/complicaciones , Enfermedades Hipotalámicas/cirugía , Rayos Láser , Imagen por Resonancia Magnética , Convulsiones/etiología , Convulsiones/cirugía , Resultado del TratamientoRESUMEN
OBJECTIVE: To examine longitudinal changes and predictors of depression and anxiety 2â¯years following resective epilepsy surgery, compared to no surgery, in children with drug-resistant epilepsy (DRE). METHOD: This multicenter cohort study involved 128 children and adolescents with DRE (48 surgical, 80 nonsurgical; 8-18â¯years) who completed self-report measures of depression and anxiety at baseline and follow-up (6-month, 1-year, 2-year). Child demographic (age, sex, IQ) and seizure (age at onset, duration, frequency, site and side) variables were collected. RESULTS: Linear mixed-effects models controlling for age at enrolment found a time by treatment by seizure outcome interaction for depression. A negative linear trend across time (reduction in symptoms) was found for surgical patients, irrespective of seizure outcome. In contrast, the linear trend differed depending on seizure outcome in nonsurgical patients; a negative trend was found for those with continued seizures, whereas a positive trend (increase in symptoms) was found for those who achieved seizure freedom. Only a main effect of time was found for anxiety indicating a reduction in symptoms across patient groups. Multivariate regressions failed to find baseline predictors of depression or anxiety at 2-year follow-up in surgical patients. Older age, not baseline anxiety or depression, predicted greater symptoms of anxiety and depression at 2-year follow-up in nonsurgical patients. CONCLUSION: Children with DRE reported improvement in anxiety and depression, irrespective of whether they achieve seizure control, across the 2â¯years following surgery. In contrast, children with DRE who did not undergo surgery, but achieved seizure freedom, reported worsening of depressive symptoms, which may indicate difficulty adjusting to life without seizures and highlight the potential need for ongoing medical and psychosocial follow-up and support.
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Depresión , Epilepsia , Adolescente , Anciano , Niño , Estudios de Cohortes , Depresión/etiología , Epilepsia/cirugía , Estudios de Seguimiento , Humanos , Resultado del TratamientoRESUMEN
OBJECTIVES: A previous randomized controlled trial showed that artificially elevating the pulse oximetry display resulted in fewer hospitalizations with no worse outcomes. This suggests that management decisions based mainly on pulse oximetry may unnecessarily increase health care costs. This study assessed the incremental cost of altered relative to true oximetry in infants with mild to moderate bronchiolitis. METHODS: A cost analysis was undertaken from the health care system and societal perspectives using patient-level data from the randomized controlled trial, with a 5-day time horizon after emergency department visit. Infants aged 4 weeks to 12 months with mild to moderate bronchiolitis were randomized to pulse oximetry measurements with true or altered saturation values displayed by artificially increasing saturation 3% points above true values. Direct and indirect health care costs were measured. Sensitivity analyses were performed to assess parameter uncertainty. RESULTS: From the health care system perspective, the average cost per patient was Can $1155 for altered oximetry and $1967 for true oximetry, with a net savings of $812. From a societal perspective, the average cost per patient was $1559 for altered oximetry and $2473 for true oximetry, with a net savings of $914. Probabilistic analyses demonstrated that altered oximetry remained the less costly study group, with an average savings of $810 (95% confidence interval, $748-$872) from the health care system perspective and $910 (95% confidence interval, $848-$973) from the societal system perspective. CONCLUSIONS: Reliance on oximetry as a major determinant in the decision to hospitalize infants with mild to moderate bronchiolitis is associated with significantly greater costs.
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Bronquiolitis , Oximetría , Bronquiolitis/diagnóstico , Bronquiolitis/terapia , Análisis Costo-Beneficio , Costos y Análisis de Costo , Servicio de Urgencia en Hospital , Hospitalización , Humanos , LactanteRESUMEN
OBJECTIVE: Vagus nerve stimulation (VNS) is a common treatment for medically intractable epilepsy, but response rates are highly variable, with no preoperative means of identifying good candidates. This study aimed to predict VNS response using structural and functional connectomic profiling. METHODS: Fifty-six children, comprising discovery (n = 38) and validation (n = 18) cohorts, were recruited from 3 separate institutions. Diffusion tensor imaging was used to identify group differences in white matter microstructure, which in turn informed beamforming of resting-state magnetoencephalography recordings. The results were used to generate a support vector machine learning classifier, which was independently validated. This algorithm was compared to a second classifier generated using 31 clinical covariates. RESULTS: Treatment responders demonstrated greater fractional anisotropy in left thalamocortical, limbic, and association fibers, as well as greater connectivity in a functional network encompassing left thalamic, insular, and temporal nodes (p < 0.05). The resulting classifier demonstrated 89.5% accuracy and area under the receiver operating characteristic (ROC) curve of 0.93 on 10-fold cross-validation. In the external validation cohort, this model demonstrated an accuracy of 83.3%, with a sensitivity of 85.7% and specificity of 75.0%. This was significantly superior to predictions using clinical covariates alone, which exhibited an area under the ROC curve of 0.57 (p < 0.008). INTERPRETATION: This study provides the first multi-institutional, multimodal connectomic prediction algorithm for VNS, and provides new insights into its mechanism of action. Reliable identification of VNS responders is critical to mitigate surgical risks for children who may not benefit, and to ensure cost-effective allocation of health care resources. ANN NEUROL 2019;86:743-753.
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Conectoma/métodos , Epilepsia Refractaria/fisiopatología , Epilepsia Refractaria/terapia , Máquina de Vectores de Soporte , Resultado del Tratamiento , Estimulación del Nervio Vago/métodos , Adolescente , Niño , Preescolar , Imagen de Difusión Tensora/métodos , Epilepsia Refractaria/diagnóstico por imagen , Femenino , Humanos , Interpretación de Imagen Asistida por Computador/métodos , Magnetoencefalografía/métodos , Masculino , Selección de PacienteRESUMEN
OBJECTIVE: Pediatric drug-resistant epilepsy (DRE) is associated with poor health-related quality of life (HRQOL). Achieving seizure control, however, does not improve HRQOL in all children. This study sought to evaluate whether (1) baseline caregiver and family factors are associated with child HRQOL at 1-year follow-up over and above epilepsy characteristics, treatment, and seizure outcome; and (2) baseline family factors moderate the association between seizure outcome and child HRQOL at 1-year follow-up. METHODS: This multicenter longitudinal cohort study recruited 152 children with DRE who were being evaluated for surgical candidacy. Child HRQOL was rated by caregivers using the Quality of Life in Childhood Epilepsy Questionnaire at baseline and 1-year follow-up. Additional data collected at baseline included child epilepsy characteristics, caregiver demographics, caregiver mood, and family environment. RESULTS: Seizure freedom was achieved in 68% and 28% of patients 1 year after surgery and medical treatment, respectively. Caregiver and family factors were not associated with higher child HRQOL at follow-up after accounting for epilepsy characteristics, treatment, seizure outcome, and baseline child HRQOL, F11, 131 = 1.34, P = .21, ΔR2 = .04. Family resources moderated the association between seizure outcome and child HRQOL at follow-up (b = .41, 95% confidence interval [CI] = 0.09-0.74, P = .03); seizure freedom was strongly associated with higher HRQOL when family resources were high (b = 13.50, 95% CI = 8.35-18.54, P < .001), relative to when family resources were low (b = 5.17, 95% CI = -0.18 to 10.52, P = .06). Family relationships and demands did not moderate the relationship between seizure outcome and HRQOL. SIGNIFICANCE: Achieving seizure freedom was associated with better HRQOL in children with DRE, but this association was reduced for those children who presented with limited family resources. These results highlight the importance of assessing the family environment during presurgical evaluation and implementing early family-based intervention and supports to promote better outcomes for children in the long term.
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Anticonvulsivantes/uso terapéutico , Epilepsia Refractaria/terapia , Familia , Recursos en Salud , Procedimientos Neuroquirúrgicos , Padres/psicología , Calidad de Vida , Apoyo Social , Adolescente , Adulto , Ansiedad/psicología , Cuidadores/psicología , Niño , Preescolar , Depresión/psicología , Epilepsia Refractaria/fisiopatología , Epilepsia Refractaria/psicología , Relaciones Familiares , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Resultado del TratamientoRESUMEN
OBJECTIVE: To evaluate longitudinal changes in caregiver depression, anxiety, and family relationships following resective surgery for pediatric drug-resistant epilepsy (DRE). METHODS: This multicenter cohort study involved 177 caregivers of children with DRE aged 4-18 years (63 surgical and 114 nonsurgical). Caregivers completed measures of depression (Quick Inventory of Depressive Symptomatology), anxiety (Generalized Anxiety Disorder 7-item scale), and satisfaction with family relationships (Family Adaptability, Partnership, Growth, Affective, and Resolve scale) at baseline, 6 months, and 1 year. Additional data collected at baseline included child, caregiver, and family sociodemographic and clinical factors as well as family environment (demands and resources). RESULTS: At 1 year, 64% and 27% of surgical and nonsurgical patients were seizure-free, respectively. Linear mixed-effects models found a reduction in caregiver depression (b = -0.85, P = .004) and anxiety (b = -1.09, P = .003), but not family satisfaction (b = 0.18, P = .31) over time. There was no effect of treatment. When seizure outcome was added to the model, seizure freedom was associated with fewer depressive symptoms (b = -1.15, P = .005) and greater family satisfaction (b = 0.65, P = .006), but not anxiety (b = -0.41, P = .42). A greater proportion of caregivers of patients who achieved seizure freedom (32%) versus continued seizures (18%) reported clinically meaningful improvement in depression at 1 year (P = .03). Lower baseline depression (ß = 0.42, P < .001), greater family resources (ß = -0.18, P = .04), and male caregiver (ß = 0.15, P = .02) predicted lower caregiver depression, and lower baseline anxiety (ß = 0.47, P < .001), greater family resources (ß = -0.24, P = .01), and higher education (ß = -0.13, P = .04) predicted lower caregiver anxiety at 1 year. Baseline functioning was the only predictor of family relationships at 1 year (ß = 0.49, P < .001). SIGNIFICANCE: Caregivers of children who achieved seizure freedom, irrespective of surgical treatment, report fewer depressive symptoms and greater satisfaction with family relationships. Baseline functioning is the strongest predictor of outcome; however, caregivers of families with fewer resources and supports are also at risk of poor psychosocial outcomes.
Asunto(s)
Ansiedad/psicología , Cuidadores/psicología , Depresión/psicología , Epilepsia Refractaria/psicología , Relaciones Familiares/psicología , Satisfacción Personal , Adolescente , Ansiedad/diagnóstico , Cuidadores/tendencias , Niño , Preescolar , Estudios de Cohortes , Depresión/diagnóstico , Epilepsia Refractaria/diagnóstico , Epilepsia Refractaria/cirugía , Femenino , Estudios de Seguimiento , Humanos , Estudios Longitudinales , Masculino , Estudios Prospectivos , Calidad de Vida/psicologíaRESUMEN
OBJECTIVE: Seizure recurrence following surgery for temporal lobe (TL) epilepsy may be related to extratemporal epileptogenic foci, so-called temporal-plus (TL+) epilepsy. Here, we sought to leverage whole brain connectomic profiling in magnetoencephalography (MEG) to identify neural networks indicative of TL+ epilepsy in children. METHODS: Clinical and MEG data were analyzed for 121 children with TL and TL+ epilepsy spanning 20 years at the Hospital for Sick Children. Resting-state connectomes were derived using the weighted phase lag index from neuromagnetic oscillations. Multidimensional associations between patient connectomes, TL versus TL+ epilepsy, seizure freedom, and clinical covariates were performed using a partial least squares (PLS) analysis. Bootstrap resampling statistics were performed to assess statistical significance. RESULTS: A single significant latent variable representing 66% of the variance in the data was identified with significant contributions from extent of epilepsy (TL vs TL+), duration of illness, and underlying etiology. This component was associated with significant bitemporal and frontotemporal connectivity in the theta, alpha, and beta bands. By extracting a brain score, representative of the observed connectivity profile, patients with TL epilepsy were dissociated from those with TL+, independent of their postoperative seizure outcome. SIGNIFICANCE: By analyzing 121 connectomes derived from MEG data using a PLS approach, we find that connectomic profiling could dissociate TL from TL+ epilepsy. These findings may inform patient selection for resective procedures and guide decisions surrounding invasive monitoring.
Asunto(s)
Conectoma , Epilepsia Refractaria/fisiopatología , Epilepsia del Lóbulo Temporal/fisiopatología , Magnetoencefalografía , Adolescente , Estudios de Casos y Controles , Niño , Preescolar , Epilepsia Refractaria/cirugía , Epilepsia del Lóbulo Temporal/cirugía , Femenino , Humanos , Análisis de los Mínimos Cuadrados , Masculino , Vías Nerviosas/fisiopatología , Procedimientos Neuroquirúrgicos , Recurrencia , Estudios Retrospectivos , Resultado del TratamientoRESUMEN
OBJECTIVE: The objective of the study was to validate the parent-proxy reported Quality of Life in Childhood Epilepsy Questionnaire (QOLCE) in a sample of young adults with a history of childhood-onset epilepsy, allowing for the utilization of a consistent informant (the parent) across the youths' stages of development. The 55-item (QOLCE-55) and 16-item versions (QOLCE-16) were evaluated. METHODS: Data came from 134 young adults (aged 18.0 to 28.5â¯years) with childhood-onset epilepsy, recruited through community and tertiary care centers across Canada. Confirmatory factor analysis (CFA) was used to assess the higher-order factor structure of the QOLCE. Cronbach's alpha was used to evaluate internal consistency. Convergent validity was assessed by intraclass correlation coefficients (ICC) with the youth self-reported Quality of Life in Epilepsy Questionnaire (QOLIE-31-P). RESULTS: The higher-order factor structure of the QOLCE-55 and QOLCE-16 demonstrated adequate fit: QOLCE-55 comparative fit index (CFI)â¯=â¯0.968, Tucker-Lewis index (TLI)â¯=â¯0.966; and root mean square of approximation (RMSEA)â¯=â¯0.061; QOLCE-16 CFIâ¯=â¯0.966, TFIâ¯=â¯0.959, RMSEAâ¯=â¯0.141. Higher-order factor loadings were strong, ranging from 0.71 to 0.90. Internal consistency was excellent for the total score (αQOLCE-55â¯=â¯0.97; αQOLCE-16â¯=â¯0.93) and good-excellent for each subscale (αâ¯>â¯78). Convergent validity was moderate to good for the total score (ICCâ¯>â¯0.72) and each subscale (ICCâ¯>â¯0.51). SIGNIFICANCE: These findings provide support for the use of the QOLCE-55 and QOLCE-16 among young adults with a history of childhood-onset epilepsy. Utilizing a consistent measure and informant across the stages of development is essential to reliably evaluate change over time.
Asunto(s)
Epilepsia/epidemiología , Epilepsia/psicología , Padres/psicología , Calidad de Vida/psicología , Encuestas y Cuestionarios/normas , Adolescente , Adulto , Canadá/epidemiología , Estudios de Cohortes , Análisis Factorial , Femenino , Humanos , Masculino , Estudios Prospectivos , Psicometría , Reproducibilidad de los Resultados , Autoinforme/normas , Adulto JovenRESUMEN
AIM: To determine whether epilepsy surgery improved health-related quality of life (HRQoL) and whether seizure freedom after surgery mediated the improvement in HRQoL. METHOD: This multicenter cohort study compared HRQoL after epilepsy surgery to pharmacological management in children with drug-resistant epilepsy (DRE). HRQoL was measured using the Quality of Life in Childhood Epilepsy (QOLCE) questionnaire at baseline and 1-year follow-up. The mediator between treatment type and HRQoL was seizure freedom. RESULTS: Two hundred and thirty-seven patients were recruited (surgery group: n=147 [92 males, 45 females]; pharmacological group: n=90 [53 males, 37 females]). Mean age at seizure onset was 6 years (SD 4y 4mo) in the surgical group and 6 years 1 month (SD 4y) in the pharmacological group. The odds ratio of seizure freedom was higher for the surgery versus pharmacological group (ß=4.24 [95% confidence interval {CI}: 2.26-7.93], p<0.001). Surgery had no direct effect on total QOLCE score at 1-year (ß=0.24 [95% CI -2.04 to 2.51], p=0.839) compared to pharmacological management, but had an indirect effect on total QOLCE that was mediated by seizure freedom (ß=0.92 [95% CI 0.19-1.65], p=0.013), adjusting for baseline total QOLCE score. Surgery had a direct effect on improving social function (p=0.043), and an indirect effect on improving physical function (p=0.016), cognition (p=0.042), social function (p=0.012) and behavior (p=0.032), mediated by seizure freedom. INTERPRETATION: Greater seizure freedom achieved through epilepsy surgery mediated the improvement in HRQoL compared to pharmacological management in children with DRE. WHAT THIS PAPER ADDS: Seizure freedom is higher after pediatric epilepsy surgery compared to pharmacologically managed epilepsy. Surgery indirectly improves health-related quality of life (HRQoL) mediated by seizure freedom compared to pharmacological management. Surgery has a direct effect on improving social function relative to pharmacological management. Baseline HRQoL was an important predictor of HRQoL after treatment.
Asunto(s)
Epilepsia Refractaria/psicología , Epilepsia Refractaria/cirugía , Calidad de Vida , Anticonvulsivantes/uso terapéutico , Niño , Epilepsia Refractaria/tratamiento farmacológico , Femenino , Humanos , Masculino , Estudios Prospectivos , Resultado del TratamientoRESUMEN
OBJECTIVE: The aim of this study was to assess whether patient, caregiver, and family factors correlate with unmet healthcare needs in children with drug-resistant epilepsy (DRE) who were evaluated for epilepsy surgery. METHODS: Caregivers of children with DRE completed questions on unmet healthcare needs, including physical and mental needs. Patient (demographic, seizure severity, and comorbidities), caregiver (sociodemographics, depression, and anxiety), and family (family functioning, resources, and demands) factors were evaluated. A series of bivariable regression was conducted to assess the associations with unmet needs (overall, physical, and mental needs), followed by multivariable regression. RESULTS: Of the 86 children with DRE, 32 (37.2%) reported having overall unmet healthcare needs, 21 (24.4%) have unmet physical, and 13 (15.1%) have unmet mental healthcare needs. Multivariable regression showed that the odds of overall unmet needs in children were higher in patients with higher depressive symptoms (odds ratio [OR]â¯=â¯1.7, pâ¯=â¯0.03), and caregivers who were unemployed (ORâ¯=â¯3.8, pâ¯=â¯0.008). The odds of unmet physical needs in children were higher among patients with higher depressive symptoms (ORâ¯=â¯2.0, pâ¯=â¯0.02), caregivers who were older (ORâ¯=â¯1.1, pâ¯=â¯0.02), and caregivers who were unemployed (ORâ¯=â¯6.5, pâ¯=â¯0.008). There were no significant correlates between patient, caregiver, and family factors with unmet mental needs (all pâ¯>â¯0.05). INTERPRETATION: Children with DRE were at risk for not receiving needed healthcare. Patient factors such as patient depressive symptoms, and caregiver factors such as caregivers' age and employment status were associated with unmet needs. Identifying the predictors of unmet healthcare needs is a necessary step in addressing unmet needs in this population with DRE.