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Vary O'Neal A, Tamani I, Mendo CW, Josephson CB, Burneo JG, Steven DA, Keezer MR. Epilepsy surgery in adults older than 50 years: A systematic review and meta-analysis. Epilepsia 2024. [PMID: 38581402 DOI: 10.1111/epi.17972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 03/19/2024] [Accepted: 03/19/2024] [Indexed: 04/08/2024]
Abstract
OBJECTIVE Despite the general safety and efficacy of epilepsy surgery, there is evidence that epilepsy surgery remains underutilized. Although there are an increasing number of studies reporting epilepsy surgery in older adults, there is no consensus on whether epilepsy surgery is efficacious or safe for this population. Our objective was to systematically assess the efficacy as well as safety of resective surgery in people aged 50 years or older with drug-resistant epilepsy. METHODS We considered studies that examine the efficacy and safety of epilepsy surgery in adults aged 50 years and older. Study eligibility was limited to studies carried out after 1990, with a minimum of 10 participants and 6 months of follow-up. We searched the following databases for published studies: Ovid MEDLINE, Ovid Embase, Cumulative Index to Nursing and Allied Health Literature, PsychInfo, and Web of Science Conference Proceedings Citation Index - Science. The risk of bias of each included study was independently assessed by two reviewers using the MINORS (Methodological Index for Non-Randomized Studies) instrument. RESULTS Eleven case series and 14 cohort studies met the criteria for inclusion, for a total of 1111 older adults who underwent epilepsy surgery along with 4111 adults younger than 50 years as control groups. The pooled cumulative incidence of older adults achieving seizure freedom after resective surgery was 70.1% (95% confidence interval [CI] = 65.3-74.7). There was no evident difference in the incidence of seizure freedom among older adults as compared to younger adults (risk ratio [RR] = 1.05, 95% CI = .97-1.14) in cohort studies. The pooled cumulative incidence of perioperative complications in older adults was 26.2% (95% CI = 21.3-31.7). Among them, 7.5% (95% CI = 5.8-9.5) experienced major complications. Older adults were significantly more at risk of experiencing any complication than younger adults (RR = 2.8, 95% CI = 1.5-5.4). SIGNIFICANCE Despite important considerations, epilepsy surgery may be considered appropriate among carefully selected individuals older than 50 years.
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Affiliation(s)
- Arielle Vary O'Neal
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
- Department of Neurosciences, Université de Montréal, Montreal, Quebec, Canada
| | - Ishak Tamani
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Christian W Mendo
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
- School of Public Health of the Université de Montréal, Montreal, Quebec, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, O'Brien Institute for Public Health, University of Calgary Centre for Health Informatics, Calgary, Alberta, Canada
| | - Jorge G Burneo
- Hotchkiss Brain Institute, O'Brien Institute for Public Health, University of Calgary Centre for Health Informatics, Calgary, Alberta, Canada
- Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - David A Steven
- Hotchkiss Brain Institute, O'Brien Institute for Public Health, University of Calgary Centre for Health Informatics, Calgary, Alberta, Canada
- Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Mark R Keezer
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
- Department of Neurosciences, Université de Montréal, Montreal, Quebec, Canada
- School of Public Health of the Université de Montréal, Montreal, Quebec, Canada
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Gilmour GS, Salmon A, Josephson CB. Functional Seizures in the Elderly: Accurate Diagnosis Can Reduce Iatrogenic Harm. Can J Neurol Sci 2024; 51:330-332. [PMID: 36600669 DOI: 10.1017/cjn.2022.349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Gabriela S Gilmour
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Andrea Salmon
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
- Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada
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Josephson CB, Gonzalez-Izquierdo A, Engbers JDT, Denaxas S, Delgado-Garcia G, Sajobi TT, Wang M, Keezer MR, Wiebe S. Association of comorbid-socioeconomic clusters with mortality in late onset epilepsy derived through unsupervised machine learning. Seizure 2023; 111:58-67. [PMID: 37536152 DOI: 10.1016/j.seizure.2023.07.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/20/2023] [Accepted: 07/22/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Late-onset epilepsy is a heterogenous entity associated with specific aetiologies and an elevated risk of premature mortality. Specific multimorbid-socioeconomic profiles and their unique prognostic trajectories have not been described. We sought to determine if specific clusters of late onset epilepsy exist, and whether they have unique hazards of premature mortality. METHODS We performed a retrospective observational cohort study linking primary and hospital-based UK electronic health records with vital statistics data (covering years 1998-2019) to identify all cases of incident late onset epilepsy (from people aged ≥65) and 1:10 age, sex, and GP practice-matched controls. We applied hierarchical agglomerative clustering using common aetiologies identified at baseline to define multimorbid-socioeconomic profiles, compare hazards of early mortality, and tabulating causes of death stratified by cluster. RESULTS From 1,032,129 people aged ≥65, we identified 1048 cases of late onset epilepsy who were matched to 10,259 controls. Median age at epilepsy diagnosis was 68 (interquartile range: 66-72) and 474 (45%) were female. The hazard of premature mortality related to late-onset epilepsy was higher than matched controls (hazard ratio [HR] 1.73; 95% confidence interval [95%CI] 1.51-1.99). Ten unique phenotypic clusters were identified, defined by 'healthy' males and females, ischaemic stroke, intracerebral haemorrhage (ICH), ICH and alcohol misuse, dementia and anxiety, anxiety, depression in males and females, and brain tumours. Cluster-specific hazards were often similar to that derived for late-onset epilepsy as a whole. Clusters that differed significantly from the base late-onset epilepsy hazard were 'dementia and anxiety' (HR 5.36; 95%CI 3.31-8.68), 'brain tumour' (HR 4.97; 95%CI 2.89-8.56), 'ICH and alcohol misuse' (HR 2.91; 95%CI 1.76-4.81), and 'ischaemic stroke' (HR 2.83; 95%CI 1.83-4.04). These cluster-specific risks were also elevated compared to those derived for tumours, dementia, ischaemic stroke, and ICH in the whole population. Seizure-related cause of death was uncommon and restricted to the ICH, ICH and alcohol misuse, and healthy female clusters. SIGNIFICANCE Late-onset epilepsy is an amalgam of unique phenotypic clusters that can be quantitatively defined. Late-onset epilepsy and cluster-specific comorbid profiles have complex effects on premature mortality above and beyond the base rates attributed to epilepsy and cluster-defining comorbidities alone.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada; Centre for Health Informatics, University of Calgary, Calgary, AB, Canada
| | | | | | - Spiros Denaxas
- UCL Institute of Health Informatics, London, UK; Health Data Research (HDR) UK, London, UK; Alan Turing Institute, London, UK
| | - Guillermo Delgado-Garcia
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Tolulope T Sajobi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
| | - Meng Wang
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada
| | - Mark R Keezer
- Department of Neurosciences, Université de Montreal, Montreal, Quebec, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada; Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Delgado-García G, Engbers JDT, Wiebe S, Mouches P, Amador K, Forkert ND, White J, Sajobi T, Klein KM, Josephson CB. Machine learning using multimodal clinical, electroencephalographic, and magnetic resonance imaging data can predict incident depression in adults with epilepsy: A pilot study. Epilepsia 2023; 64:2781-2791. [PMID: 37455354 DOI: 10.1111/epi.17710] [Citation(s) in RCA: 1] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 06/30/2023] [Accepted: 07/05/2023] [Indexed: 07/18/2023]
Abstract
OBJECTIVE This study was undertaken to develop a multimodal machine learning (ML) approach for predicting incident depression in adults with epilepsy. METHODS We randomly selected 200 patients from the Calgary Comprehensive Epilepsy Program registry and linked their registry-based clinical data to their first-available clinical electroencephalogram (EEG) and magnetic resonance imaging (MRI) study. We excluded patients with a clinical or Neurological Disorders Depression Inventory for Epilepsy (NDDI-E)-based diagnosis of major depression at baseline. The NDDI-E was used to detect incident depression over a median of 2.4 years of follow-up (interquartile range [IQR] = 1.5-3.3 years). A ReliefF algorithm was applied to clinical as well as quantitative EEG and MRI parameters for feature selection. Six ML algorithms were trained and tested using stratified threefold cross-validation. Multiple metrics were used to assess model performances. RESULTS Of 200 patients, 150 had EEG and MRI data of sufficient quality for ML, of whom 59 were excluded due to prevalent depression. Therefore, 91 patients (41 women) were included, with a median age of 29 (IQR = 22-44) years. A total of 42 features were selected by ReliefF, none of which was a quantitative MRI or EEG variable. All models had a sensitivity > 80%, and five of six had an F1 score ≥ .72. A multilayer perceptron model had the highest F1 score (median = .74, IQR = .71-.78) and sensitivity (84.3%). Median area under the receiver operating characteristic curve and normalized Matthews correlation coefficient were .70 (IQR = .64-.78) and .57 (IQR = .50-.65), respectively. SIGNIFICANCE Multimodal ML using baseline features can predict incident depression in this population. Our pilot models demonstrated high accuracy for depression prediction. However, overall performance and calibration can be improved. This model has promise for identifying those at risk for incident depression during follow-up, although efforts to refine it in larger populations along with external validation are required.
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Affiliation(s)
- Guillermo Delgado-García
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | | | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
- Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Pauline Mouches
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kimberly Amador
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Nils D Forkert
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - James White
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Libin Cardiovascular Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Cardiac Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Tolulope Sajobi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Karl Martin Klein
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Medical Genetics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
- Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada
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Josephson CB, Gonzalez-Izquierdo A, Denaxas S, Sajobi TT, Klein KM, Wiebe S. Independent Associations of Incident Epilepsy and Enzyme-Inducing and Non-Enzyme-Inducing Antiseizure Medications With the Development of Osteoporosis. JAMA Neurol 2023; 80:843-850. [PMID: 37306981 PMCID: PMC10262059 DOI: 10.1001/jamaneurol.2023.1580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 03/03/2023] [Indexed: 06/13/2023]
Abstract
Importance Both epilepsy and enzyme-inducing antiseizure medications (eiASMs) having varying reports of an association with increased risks for osteoporosis. Objective To quantify and model the independent hazards for osteoporosis associated with incident epilepsy and eiASMS and non-eiASMs. Design, Setting, and Participants This open cohort study covered the years 1998 to 2019, with a median (IQR) follow-up of 5 (1.7-11.1) years. Data were collected for 6275 patients enrolled in the Clinical Practice Research Datalink and from hospital electronic health records. No patients who met inclusion criteria (Clinical Practice Research Datalink-acceptable data, aged 18 years or older, follow-up after the Hospital Episode Statistics patient care linkage date of 1998, and free of osteoporosis at baseline) were excluded or declined. Exposure Incident adult-onset epilepsy using a 5-year washout and receipt of 4 consecutive ASMs. Main Outcomes and Measures The outcome was incident osteoporosis as determined through Cox proportional hazards or accelerated failure time models where appropriate. Incident epilepsy was treated as a time-varying covariate. Analyses controlled for age, sex, socioeconomic status, cancer, 1 or more years of corticosteroid use, body mass index, bariatric surgery, eating disorders, hyperthyroidism, inflammatory bowel disease, rheumatoid arthritis, smoking status, falls, fragility fractures, and osteoporosis screening tests. Subsequent analyses (1) excluded body mass index, which was missing in 30% of patients; (2) applied propensity score matching for receipt of an eiASM; (3) restricted analyses to only those with incident onset epilepsy; and (4) restricted analyses to patients who developed epilepsy at age 65 years or older. Analyses were performed between July 1 and October 31, 2022, and in February 2023 for revisions. Results Of 8 095 441 adults identified, 6275 had incident adult-onset epilepsy (3220 female [51%] and 3055 male [49%]; incidence rate, 62 per 100 000 person-years) with a median (IQR) age of 56 (38-73) years. When controlling for osteoporosis risk factors, incident epilepsy was independently associated with a 41% faster time to incident osteoporosis (time ratio [TR], 0.59; 95% CI, 0.52-0.67; P < .001). Both eiASMs (TR, 0.91; 95% CI, 0.87-0.95; P < .001) and non-eiASMs (TR, 0.77; 95% CI, 0.76-0.78; P < .001) were also associated with significant increased risks independent of epilepsy, accounting for 9% and 23% faster times to development of osteoporosis, respectively. The independent associations among epilepsy, eiASMs, and non-eiASMs remained consistent in propensity score-matched analyses, cohorts restricted to adult-onset epilepsy, and cohorts restricted to late-onset epilepsy. Conclusions and Relevance These findings suggest that epilepsy is independently associated with a clinically meaningful increase in the risk for osteoporosis, as are both eiASMs and non-eiASMs. Routine screening and prophylaxis should be considered in all people with epilepsy.
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Affiliation(s)
- Colin B. Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Alberta, Canada
- O’Brien Institute for Public Health, University of Calgary, Alberta, Canada
- Centre for Health Informatics, University of Calgary, Alberta, Canada
| | - Arturo Gonzalez-Izquierdo
- UCL Institute of Health Informatics, London, United Kingdom
- Health Data Research UK, London, United Kingdom
| | - Spiros Denaxas
- UCL Institute of Health Informatics, London, United Kingdom
- Health Data Research UK, London, United Kingdom
- Alan Turing Institute, London, United Kingdom
| | - Tolulope T. Sajobi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Alberta, Canada
- O’Brien Institute for Public Health, University of Calgary, Alberta, Canada
| | - Karl Martin Klein
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Alberta, Canada
- Department of Medical Genetics, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Alberta, Canada
- O’Brien Institute for Public Health, University of Calgary, Alberta, Canada
- Clinical Research Unit, Cumming School of Medicine, University of Calgary, Alberta, Canada
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Lu M, Crooks RE, Pricop DF, Cox E, Anghelescu B, Hamilton M, Martino D, Bruno V, Josephson CB, Patten S, Smith EE, Roach P. Patient experiences of virtual care across specialist neuroscience and psychiatry clinics related to the second wave of the COVID-19 pandemic in Calgary, Alberta. Health Technol (Berl) 2023; 13:523-533. [PMID: 37303978 PMCID: PMC10152010 DOI: 10.1007/s12553-023-00754-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 04/25/2023] [Indexed: 06/13/2023]
Abstract
Purpose The emergence of the COVID-19 (SARS-CoV-2) pandemic has led to public health restrictions and a shift towards virtual care and telehealth. The aim of this study was to explore barriers and facilitators of virtual care from the perspective of neurological and psychiatric patients. Methods One-on-one interviews were conducted remotely using telephone and online video teleconferencing. There was a total of 57 participants, and a thematic content analysis was conducted using NVivo software. Results The two main themes were (1) virtual health service delivery and (2) virtual physician/patient interaction, with subthemes around how virtual care improved accessibility of care for patients and improved patient-centered care; how privacy and technical issues impact patients using virtual care; and the need for relationality and connection between health care providers and patients while using virtual care. Conclusions This study showed that virtual care can increase accessibility and efficiency for patients and providers, indicating its potential for ongoing use in the delivery of clinical care. Virtual care was found to be an acceptable mode of healthcare delivery from the perspective of patients; however, there is a continued need for relationship-building between care providers and patients.
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Affiliation(s)
- Michelle Lu
- Department of Family Medicine, Cumming School of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary, T2N 4N1 AB Canada
| | - Rachel E. Crooks
- Department of Family Medicine, Cumming School of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary, T2N 4N1 AB Canada
| | - Diana F. Pricop
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, 1403 - 29 Street NW, Calgary, T2N 2T9 AB Canada
| | - Emily Cox
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4 Canada
| | - Beatrice Anghelescu
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4 Canada
| | - Mark Hamilton
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4 Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, Health Research Innovation Centre, University of Calgary, Room 1A10, 3330 Hospital Drive NW, Calgary, AB T2N 4N1 Canada
| | - Davide Martino
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4 Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, Health Research Innovation Centre, University of Calgary, Room 1A10, 3330 Hospital Drive NW, Calgary, AB T2N 4N1 Canada
| | - Veronica Bruno
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4 Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, Health Research Innovation Centre, University of Calgary, Room 1A10, 3330 Hospital Drive NW, Calgary, AB T2N 4N1 Canada
| | - Colin B. Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4 Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, Health Research Innovation Centre, University of Calgary, Room 1A10, 3330 Hospital Drive NW, Calgary, AB T2N 4N1 Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB 3D10, T2N 4Z6 Canada
| | - Scott Patten
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, 1403 - 29 Street NW, Calgary, T2N 2T9 AB Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, Health Research Innovation Centre, University of Calgary, Room 1A10, 3330 Hospital Drive NW, Calgary, AB T2N 4N1 Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB 3D10, T2N 4Z6 Canada
- O’Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, 3rd Floor TRW Building, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6 Canada
| | - Eric E. Smith
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4 Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, Health Research Innovation Centre, University of Calgary, Room 1A10, 3330 Hospital Drive NW, Calgary, AB T2N 4N1 Canada
| | - Pamela Roach
- Department of Family Medicine, Cumming School of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary, T2N 4N1 AB Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, Health Research Innovation Centre, University of Calgary, Room 1A10, 3330 Hospital Drive NW, Calgary, AB T2N 4N1 Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB 3D10, T2N 4Z6 Canada
- O’Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, 3rd Floor TRW Building, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6 Canada
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von Brauchitsch S, Haslinger D, Lindlar S, Thiele H, Bernsen N, Zahnert F, Reif PS, Balcik Y, Au PYB, Josephson CB, Altmüller J, Strzelczyk A, Knake S, Rosenow F, Chiocchetti A, Klein KM. The phenotypic and genotypic spectrum of epilepsy and intellectual disability in adults: Implications for genetic testing. Epilepsia Open 2023. [PMID: 36896643 DOI: 10.1002/epi4.12719] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 03/07/2023] [Indexed: 03/11/2023] Open
Abstract
OBJECTIVE The phenotypic and genotypic spectrum of adult patients with epilepsy and intellectual disability (ID) is less clear than in children. We investigated an adult patient cohort to further elucidate this and inform the genetic testing approach. METHODS Fifty-two adult patients (30 male, 22 female) with epilepsy, at least mild ID and no known genetic or acquired cause were included and phenotyped. Variants identified through exome sequencing were evaluated using ACMG criteria. Identified variants were compared with commercially available gene panels. Cluster analysis of two features, age at seizure onset and age at ascertainment of cognitive deficits, was performed. RESULTS Median age was 27 years (range 20-57 years) with median seizure onset at 3 years and median ascertainment of cognitive deficits at 1 year. Likely pathogenic/pathogenic variants were identified in 16/52 patients (31%) including 14 (27%) single nucleotide variants and 2 (4%) copy number variants. Simulated yield of commercial gene panels varied between 13% in small (≤144 genes) and 27% in large panels (≥1478 genes). Cluster analysis (optimal number 3 clusters) identified a cluster with early seizure onset and early developmental delay (developmental and epileptic encephalopathy, n = 26), a cluster with early developmental delay but late seizure onset (ID with epilepsy, n = 16) and a third cluster with late ascertainment of cognitive deficits and variable seizure onset (n = 7). The smaller gene panels particularly missed the genes identified in the cluster with early ascertainment of cognitive deficits and later onset of epilepsy (0/4) as opposed to the cluster with developmental and epileptic encephalopathy (7/10). SIGNIFICANCE Our data indicates that adult patients with epilepsy and ID represent a heterogeneous cohort that includes grown-up patients with DEE but also patients with primary ID and later onset of epilepsy. To maximize diagnostic yield in this cohort either large gene panels or exome sequencing should be used.
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Affiliation(s)
- Sophie von Brauchitsch
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Frankfurt am Main, Germany.,Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Denise Haslinger
- Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany.,Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe University, Frankfurt am Main, Germany
| | - Silvia Lindlar
- Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany.,Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe University, Frankfurt am Main, Germany
| | - Holger Thiele
- Cologne Center for Genomics (CCG), University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Natalie Bernsen
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Frankfurt am Main, Germany.,Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Felix Zahnert
- Epilepsy Center Hessen, Department of Neurology, Philipps University Marburg, Marburg, Germany
| | - Philipp S Reif
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Frankfurt am Main, Germany.,Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Yunus Balcik
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Frankfurt am Main, Germany.,Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Ping Yee Billie Au
- Department of Medical Genetics, Cumming School of Medicine, University of Calgary, Alberta, Calgary, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Alberta, Calgary, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Alberta, Calgary, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Calgary, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Alberta, Calgary, Canada.,O'Brien Institute for Public Health, University of Calgary, Alberta, Calgary, Canada.,Centre for Health Informatics, University of Calgary, Alberta, Calgary, Canada
| | - Janine Altmüller
- Berlin Institute of Health at Charité, Core Facility Genomics, Universitätsmedizin Berlin, Berlin, Germany.,Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Adam Strzelczyk
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Frankfurt am Main, Germany.,Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Susanne Knake
- Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany.,Epilepsy Center Hessen, Department of Neurology, Philipps University Marburg, Marburg, Germany
| | - Felix Rosenow
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Frankfurt am Main, Germany.,Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Andreas Chiocchetti
- Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany.,Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Goethe University, Frankfurt am Main, Germany
| | - Karl Martin Klein
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Frankfurt am Main, Germany.,Center for Personalized Translational Epilepsy Research (CePTER), Goethe University Frankfurt, Frankfurt am Main, Germany.,Department of Medical Genetics, Cumming School of Medicine, University of Calgary, Alberta, Calgary, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Alberta, Calgary, Canada.,Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Alberta, Calgary, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Calgary, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Alberta, Calgary, Canada
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8
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Husein N, Langlois-Thérien T, Rioux B, Josephson CB, Jetté N, Keezer MR. Medical and surgical treatment of epilepsy in older adults: A national survey. Epilepsia 2023; 64:900-909. [PMID: 36681893 DOI: 10.1111/epi.17516] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/19/2023] [Accepted: 01/19/2023] [Indexed: 01/23/2023]
Abstract
OBJECTIVE There are no clinical guidelines dedicated to the treatment of epilepsy in older adults. We investigated physician opinion and practice regarding the treatment of people with epilepsy aged 65 years or older. We also sought to study how our opinion and practice varied between geriatricians, general neurologists, and epilepsy neurologists (i.e., epileptologists). METHODS We initially piloted our survey to measure test-retest reliability. Once finalized, we disseminated the survey via two rounds of facsimiles, and then conventional mail, to eligible individuals listed in a national directory of Canadian physicians. We used descriptive statistics such as stacked bar charts and tables to illustrate our findings. RESULTS One hundred forty-four physicians (104 general neurologists, 25 geriatricians, and 15 epileptologists) answered our survey in its entirety (overall response rate of 13.2%). Levetiracetam and lamotrigine were the preferred antiseizure medications (ASMs) to treat older adults with epilepsy. Two thirds of epileptologists and almost half of general neurologists would consider prescribing lacosamide in >50% of people aged >65 years; only one geriatrician was of the same opinion. More than 40% of general neurologists and geriatricians erroneously believed that none of the ASMs mentioned in our survey was previously studied in randomized controlled trials specific to the treatment of epilepsy in older adults. Epileptologists were more likely as compared to general neurologists and geriatricians to recommend epilepsy surgery (e.g., 66.6% vs. 22.9%-37.5% among older adults). SIGNIFICANCE Therapeutic decisions for older adults with epilepsy are heterogeneous between physician groups and sometimes misalign with available clinical evidence. Our surveyed physicians differed in their approach to ASM choice as well as perception of surgery in older adults with epilepsy. These findings likely reflect the lack of clinical guidelines dedicated to this population and the deficient implementation of best practices.
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Affiliation(s)
- Nafisa Husein
- School of Public Health of the University of Montreal, Montreal, Quebec, Canada
| | | | - Bastien Rioux
- Department of Neurosciences, University of Montreal, Montreal, Quebec, Canada
| | - Colin B Josephson
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Nathalie Jetté
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mark R Keezer
- School of Public Health of the University of Montreal, Montreal, Quebec, Canada.,Department of Neurosciences, University of Montreal, Montreal, Quebec, Canada
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9
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Jehi L, Jette N, Kwon CS, Josephson CB, Burneo JG, Cendes F, Sperling MR, Baxendale S, Busch RM, Triki CC, Cross JH, Ekstein D, Englot DJ, Luan G, Palmini A, Rios L, Wang X, Roessler K, Rydenhag B, Ramantani G, Schuele S, Wilmshurst JM, Wilson S, Wiebe S. Timing of referral to evaluate for epilepsy surgery: Expert Consensus Recommendations from the Surgical Therapies Commission of the International League Against Epilepsy. Epilepsia 2022; 63:2491-2506. [PMID: 35842919 PMCID: PMC9562030 DOI: 10.1111/epi.17350] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 06/25/2022] [Accepted: 06/27/2022] [Indexed: 11/26/2022]
Abstract
Epilepsy surgery is the treatment of choice for patients with drug-resistant seizures. A timely evaluation for surgical candidacy can be life-saving for patients who are identified as appropriate surgical candidates, and may also enhance the care of nonsurgical candidates through improvement in diagnosis, optimization of therapy, and treatment of comorbidities. Yet, referral for surgical evaluations is often delayed while palliative options are pursued, with significant adverse consequences due to increased morbidity and mortality associated with intractable epilepsy. The Surgical Therapies Commission of the International League Against Epilepsy (ILAE) sought to address these clinical gaps and clarify when to initiate a surgical evaluation. We conducted a Delphi consensus process with 61 epileptologists, epilepsy neurosurgeons, neurologists, neuropsychiatrists, and neuropsychologists with a median of 22 years in practice, from 28 countries in all six ILAE world regions. After three rounds of Delphi surveys, evaluating 51 unique scenarios, we reached the following Expert Consensus Recommendations: (1) Referral for a surgical evaluation should be offered to every patient with drug-resistant epilepsy (up to 70 years of age), as soon as drug resistance is ascertained, regardless of epilepsy duration, sex, socioeconomic status, seizure type, epilepsy type (including epileptic encephalopathies), localization, and comorbidities (including severe psychiatric comorbidity like psychogenic nonepileptic seizures [PNES] or substance abuse) if patients are cooperative with management; (2) A surgical referral should be considered for older patients with drug-resistant epilepsy who have no surgical contraindication, and for patients (adults and children) who are seizure-free on 1-2 antiseizure medications (ASMs) but have a brain lesion in noneloquent cortex; and (3) referral for surgery should not be offered to patients with active substance abuse who are noncooperative with management. We present the Delphi consensus results leading up to these Expert Consensus Recommendations and discuss the data supporting our conclusions. High level evidence will be required to permit creation of clinical practice guidelines.
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Affiliation(s)
- Lara Jehi
- Epilepsy Center, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Nathalie Jette
- Department of Neurology and Department of Population Health, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Churl-Su Kwon
- Department of Neurology, Epidemiology, Neurosurgery and the Gertrude H. Sergievsky Center, Columbia University, New York, USA
| | - Colin B Josephson
- Department of Clinical Neurosciences and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Jorge G. Burneo
- Department of Clinical Neurological Sciences and NeuroEpidemiology Unit, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Fernando Cendes
- Department of Neurology, University of Campinas, Campinas, Brazil
| | | | - Sallie Baxendale
- Department of Clinical and Experimental Epilepsy, University College London Queen Square Institute of Neurology, London, UK
| | - Robyn M. Busch
- Epilepsy Center, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Chahnez Charfi Triki
- Department of Child Neurology, Hedi Chaker Hospital, LR19ES15 Sfax University, Sfax, Tunisia
| | - J Helen Cross
- UCL Great Ormond Street Institute of Child Health, London, UK
| | - Dana Ekstein
- Department of Neurology, Agnes Ginges Center for Human Neurogenetics, Hadassah Medical Organization, Jerusalem, Israel
| | - Dario J Englot
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Guoming Luan
- Department of Neurosurgery, Comprehensive Epilepsy Center, Sanbo Brain Hospital, Capital Medical University; Beijing Key Laboratory of Epilepsy; Epilepsy Institution, Beijing Institute for Brain Disorders, Beijing, China
| | - Andre Palmini
- Neurosciences and Surgical Departments, School of Medicine, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
| | - Loreto Rios
- Clínica Integral de Epilepsia, Campus Clínico Facultad de Medicina Universidad Finis Terrae, Santiago, Chile
| | - Xiongfei Wang
- Department of Neurosurgery, Comprehensive Epilepsy Center, Sanbo Brain Hospital, Capital Medical University; Beijing Key Laboratory of Epilepsy; Epilepsy Institution, Beijing Institute for Brain Disorders, Beijing, China
| | - Karl Roessler
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Bertil Rydenhag
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Georgia Ramantani
- Department of Neuropediatrics, and University Children’s Hospital Zurich, Switzerland, University of Zurich, Switzerland
| | - Stephan Schuele
- Department of Neurology, Northwestern University, Chicago, Illinois, USA
| | - Jo M Wilmshurst
- Department of Pediatric Neurology, Red Cross War Memorial Children’s Hospital, Cape Town, South Africa; Institute of Neurosciences, University of Cape Town, South Africa
| | - Sarah Wilson
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Vic., Australia
| | - Samuel Wiebe
- Department of Clinical Neurosciences and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
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10
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Josephson CB, Keezer MR, Wiebe S. Inducers and Cardiovascular Risk-Potential Role for Lowered Drug Exposure-Reply. JAMA Neurol 2022; 79:419-420. [PMID: 35254395 DOI: 10.1001/jamaneurol.2022.0044] [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] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Colin B Josephson
- Cumming School of Medicine, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada
| | - Mark R Keezer
- Department of Neurosciences, Université de Montreal, Montreal, Quebec, Canada
| | - Samuel Wiebe
- Cumming School of Medicine, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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11
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Wahby S, Lawal OA, Sajobi TT, Keezer M, Nguyen DK, Malmgren K, Atkinson MJ, Hader WJ, Josephson CB, Macrodimitris S, Patten S, Pillay N, Sharma R, Singh S, Starreveld Y, Wiebe S. Validity and reliability of global ratings of satisfaction with epilepsy surgery. Epilepsia 2022; 63:777-788. [DOI: 10.1111/epi.17184] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 12/30/2021] [Accepted: 01/27/2022] [Indexed: 01/08/2023]
Affiliation(s)
- Sandra Wahby
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
| | - Oluwaseyi A. Lawal
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
| | - Tolulope T. Sajobi
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Hotchkiss Brain Institute University of Calgary Calgary Alberta Canada
- O'Brien Institute for Public Health University of Calgary Calgary Alberta Canada
| | - Mark R. Keezer
- Department of Neurosciences Université de Montreal Montreal Quebec Canada
| | - Dang K. Nguyen
- Department of Neurosciences Université de Montreal Montreal Quebec Canada
| | - Kristina Malmgren
- Institute of Neuroscience and Physiology Sahlgrenska Academy at Gothenburg University and Sahlgrenska University Hospital Gothenburg Sweden
| | - Mark J. Atkinson
- Family Medicine and Public Health University of California San Diego California USA
| | - Walter J. Hader
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
| | - Colin B. Josephson
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Hotchkiss Brain Institute University of Calgary Calgary Alberta Canada
- O'Brien Institute for Public Health University of Calgary Calgary Alberta Canada
| | - Sophia Macrodimitris
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
| | - Scott B. Patten
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Hotchkiss Brain Institute University of Calgary Calgary Alberta Canada
- O'Brien Institute for Public Health University of Calgary Calgary Alberta Canada
- Department of Psychiatry Cumming School of Medicine University of Calgary Calgary Alberta Canada
| | - Neelan Pillay
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
| | - Ruby Sharma
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
| | - Shaily Singh
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Hotchkiss Brain Institute University of Calgary Calgary Alberta Canada
- O'Brien Institute for Public Health University of Calgary Calgary Alberta Canada
| | - Yves Starreveld
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary Alberta Canada
- Hotchkiss Brain Institute University of Calgary Calgary Alberta Canada
- O'Brien Institute for Public Health University of Calgary Calgary Alberta Canada
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12
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Wang M, Perera K, Josephson CB, Lamidi M, Lawal OA, Awosoga O, Roach P, Patten SB, Wiebe S, Sajobi TT. Association between antiseizure medications and quality of life in epilepsy: A mediation analysis. Epilepsia 2021; 63:440-450. [PMID: 34931300 DOI: 10.1111/epi.17153] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 11/29/2021] [Accepted: 12/08/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE The relationship between antiseizure medications (ASMs), which improve health outcomes by controlling seizures, and health-related quality of life (HRQOL) is poorly understood and may involve intermediate variables. We evaluated the potential mediators of the association between ASMs and HRQOL. METHODS Data are from an outpatient registry of adult patients with epilepsy seen at the Foothills Medical Center, Calgary, Alberta, Canada. Quality of life was measured using the 10-item Quality of Life in Epilepsy, and depression was measured using the Neurological Disorders Depression Inventory for Epilepsy. Propensity score matching was used to adjust for covariate imbalance between patients who received a single ASM (monotherapy) and those who received two or more ASMs (polytherapy) due to confounding. Mediation analysis was used to estimate the mediating effects of depression and ASM side effects on the association between patients' ASM polytherapy and HRQOL. RESULTS Of 778 patients included in this analysis, 274 (35.2%) were on two or more ASMs. Patient-reported depression and ASM side effects jointly mediated the association between ASMs and HRQOL; these mediators accounted for 42% of the total average effect of ASM polytherapy ( β = -13.6, 95% confidence interval = -18.2 to -8.6) on HRQOL. SIGNIFICANCE These findings highlight the importance of managing depression and ASM side effects for improving health outcomes of patients requiring treatment with ASMs. Intervention programs aimed at improving HRQOL of patients with epilepsy need to target these potential mediators.
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Affiliation(s)
- Meng Wang
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Kevin Perera
- Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Colin B Josephson
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Mubasiru Lamidi
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Oluwaseyi A Lawal
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | | | - Pamela Roach
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Family Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Scott B Patten
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Tolulope T Sajobi
- Department of Community Health Sciences and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
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13
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Roach P, Zwiers A, Cox E, Fischer K, Charlton A, Josephson CB, Patten SB, Seitz D, Ismail Z, Smith EE. Supporting people living with dementia and care partners throughout the COVID‐19 pandemic: Health service directions from the first wave in Calgary, Alberta. Alzheimers Dement 2021. [PMCID: PMC9011585 DOI: 10.1002/alz.049559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Background The emergence of COVID‐19 (SARS‐CoV‐2) as a novel coronavirus in late 2019 necessitated public health measures that have impacted the provision of care for people living with dementia and their families. The rapid shift to virtual care across health and social care sectors meant that providers did not have the opportunity to benefit from an evidence‐based understanding about how and which services can safely and effectively be delivered virtually prior to public health measures being implemented. Additionally, isolation resulting from social distancing may be harming well‐being for families as formal and informal supports become less accessible. Method To understand lived experiences and necessary changes in models of care delivery for people living with dementia during the COVID‐19 pandemic in Canada, we remotely interviewed 20 dyads of people living with dementia and their care partners who normally attend a dementia specialty clinic in Calgary, Alberta, during a period where essential businesses were closed and health care had abruptly transitioned to telemedicine. Participants were 50% female and a majority of clinic patients in the dyad had a diagnosis of Alzheimer’s Disease (75%). A reflexive thematic analysis was used to analyze the interview and field note data. Result Themes regarding virtual service provision emerged through the iterative qualitative data analysis: (1) continuation of community‐based services for care partners and families delivered in innovative ways to meet support needs during the pandemic; (2) guidance in adapting to technology to enable accessible and effective treatment in a virtual care environment; (3) adapting the process and structure of virtual appointments to operationalize critical information provision while maintaining dignity for the person living with dementia. Conclusion The rapid move to virtual healthcare has influenced how and when people access health services. Health system innovation in the way we structure service models and care provision can mitigate barriers to maintaining high quality virtual health care for people living with dementia. In‐depth understandings of how health systems can provide high‐quality care in new virtual settings is key to maintaining quality of life for community‐dwelling people living with dementia and care partners in times of public health emergencies.
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Affiliation(s)
| | | | - Emily Cox
- University of Calgary Calgary AB Canada
| | | | | | | | | | | | - Zahinoor Ismail
- Hotchkiss Brain Institute, University of Calgary Calgary AB Canada
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14
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Josephson CB, Wiebe S, Delgado-Garcia G, Gonzalez-Izquierdo A, Denaxas S, Sajobi TT, Lamidi M, Wang M, Keezer MR. Association of Enzyme-Inducing Antiseizure Drug Use With Long-term Cardiovascular Disease. JAMA Neurol 2021; 78:1367-1374. [PMID: 34605857 DOI: 10.1001/jamaneurol.2021.3424] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Importance Enzyme-inducing antiseizure medications (eiASMs) have been hypothesized to be associated with long-term risks of cardiovascular disease. Objective To quantify and model the putative hazard of cardiovascular disease secondary to eiASM use. Design, Setting, and Participants This cohort study covered January 1990 to March 2019 (median [IQR] follow-up, 9 [4-15], years). The study linked primary care and hospital electronic health records at National Health Service hospitals in England. People aged 18 years or older diagnosed as having epilepsy after January 1, 1990, were included. All eligible patients were included with a waiver of consent. No patients were approached who withdrew consent. Analysis began January 2021 and ended August 2021. Exposures Receipt of 4 consecutive eiASMs (carbamazepine, eslicarbazepine, oxcarbazepine, phenobarbital, phenytoin, primidone, rufinamide, or topiramate) following an adult-onset (age ≥18 years) epilepsy diagnosis or repeated exposure in a weighted cumulative exposure model. Main Outcomes and Measures Three cohorts were isolated, 1 of which comprised all adults meeting a case definition for epilepsy diagnosed after 1990, 1 comprised incident cases diagnosed after 1998 (hospital linkage date), and 1 was limited to adults diagnosed with epilepsy at 65 years or older. Outcome was incident cardiovascular disease (ischemic heart disease or ischemic or hemorrhagic stroke). Hazard of incident cardiovascular disease was evaluated using adjusted propensity-matched survival analyses and weighted cumulative exposure models. Results Of 10 916 166 adults, 50 888 (0.6%) were identified as having period-prevalent cases (median [IQR] age, 32 [19-50] years; 16 584 [53%] female), of whom 31 479 (62%) were diagnosed on or after 1990 and were free of cardiovascular disease at baseline. In a propensity-matched Cox proportional hazards model adjusted for age, sex, baseline socioeconomic status, and cardiovascular risk factors, the hazard ratio for incident cardiovascular disease was 1.21 (95% CI, 1.06-1.39) for those receiving eiASMs. The absolute difference in cumulative hazard diverges by more than 1% and greater after 10 years. For those with persistent exposure beyond 4 prescriptions, the median hazard ratio increased from amedian (IQR) of 1.54 (1.28-1.79) when taking a relative defined daily dose of an eiASM of 1 to 2.38 (1.52-3.56) with a relative defined daily dose of 2 throughout a maximum of 25 years' follow-up compared with those not receiving an eiASM. The hazard was elevated but attenuated when restricting analyses to incident cases or those diagnosed when older than 65 years. Conclusions and Relevance The hazard of incident cardiovascular disease is higher in those receiving eiASMs. The association is dose dependent and the absolute difference in hazard seems to reach clinical significance by approximately 10 years from first exposure.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Guillermo Delgado-Garcia
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Arturo Gonzalez-Izquierdo
- UCL Institute of Health Informatics, London, United Kingdom.,Health Data Research, London, United Kingdom
| | - Spiros Denaxas
- UCL Institute of Health Informatics, London, United Kingdom.,Health Data Research, London, United Kingdom.,Alan Turing Institute, London, United Kingdom
| | - Tolulope T Sajobi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Mubasiru Lamidi
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Meng Wang
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Mark R Keezer
- Department of Neurosciences, Université de Montreal, Montreal, Quebec, Canada
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15
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Delgado-García G, Wiebe S, Josephson CB. The use of patient-reported measures in epilepsy care: the Calgary Comprehensive Epilepsy Program experience. J Patient Rep Outcomes 2021; 5:83. [PMID: 34636998 PMCID: PMC8505782 DOI: 10.1186/s41687-021-00356-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
The regular use of patient-reported measures (PRMs) has been associated with greater patient satisfaction and outcomes. In this article, we will review the Calgary Comprehensive Epilepsy Program's successful experience with PRMs in both clinical and research settings, as well as our current challenges and future directions. Our experience will illustrate that is feasible and convenient to implement PRMs, and especially electronic PRMs (ePRMs), into epilepsy clinics. These PRMs have direct clinical and research applications. They inform clinical decision making through readily interpretable scales to which clinicians can expeditiously respond. Equally, they are increasingly forming an integral and central component of intervention and outcomes-based research. However, implementation studies are necessary to address knowledge gaps and facilitate adoption and dissemination of this approach. A natural symbiosis of the clinical and research realms is precision medicine. The foundations of precision-based interventions are now being set whereby we can maximize the quality of life and psychosocial functioning on an individual level. As illustrated in this article, this exciting prospect crucially depends on the routine use of ePRMs in the everyday care of people with epilepsy. Increasing ePRMs uptake will clearly be a catalyst propelling precision epilepsy from aspiration to clinical reality.
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Affiliation(s)
- Guillermo Delgado-García
- Department of Clinical Neurosciences, Cumming School of Medicine, Foothills Medical Centre, University of Calgary, 1403 - 29 St NW, Calgary, AB, Canada.,Centro de Investigación y Desarrollo en Ciencias de la Salud (CIDICS), Universidad Autónoma de Nuevo León, Monterrey, Mexico
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, Foothills Medical Centre, University of Calgary, 1403 - 29 St NW, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Clinical Research Unit, University of Calgary, Calgary, AB, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, Foothills Medical Centre, University of Calgary, 1403 - 29 St NW, Calgary, AB, Canada. .,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada. .,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada. .,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada. .,Centre for Health Informatics, University of Calgary, Calgary, AB, Canada.
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Josephson CB, Engbers JDT, Sajobi TT, Wiebe S. Adult onset epilepsy is defined by phenotypic clusters with unique comorbidities and risks of death. Epilepsia 2021; 62:2036-2047. [PMID: 34453326 DOI: 10.1111/epi.16996] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 06/23/2021] [Accepted: 06/23/2021] [Indexed: 02/01/2023]
Abstract
OBJECTIVE This study was undertaken to identify clusters of adult onset epilepsy with distinct comorbidities and risks of early and late death. METHODS This was a retrospective open cohort study that included all adults meeting a case definition for epilepsy after the Acceptable Mortality Recording date in the Health Improvement Network database for the years 2000-2012 inclusive. Unsupervised agglomerative hierarchical clustering was performed to identify unique clusters of patients based on their predicted risk of early (<4 years of epilepsy diagnosis) and late (≥4 years from diagnosis) mortality and patient-level clinical characteristics. RESULTS We identified 10 499 presumed incident cases of epilepsy from 11 194 182 patients. Four phenotypic clusters were identified in the early and late risk periods. Early clusters include older adults with cardiovascular disease and a high risk of death (median predicted risk = 20%, interquartile range [IQR] = 9%-31%), a group with moderate risk of death and cancer (median predicted risk = 6%, IQR = 2%-15%), a group with psychiatric disease/substance use and few somatic comorbidities (median predicted risk = 5%, IQR = 2%-9%), and one with a younger age at onset and few comorbidities (median predicted risk = 4%, IQR = 1%-11%). There was minimal movement of individuals between clusters for those surviving the early risk period. Age- and sex-standardized 3-year mortality ratios were more than sixfold higher than the general population for every cluster, even those primarily comprised of healthy younger adults. SIGNIFICANCE Adult onset epilepsy is marked by unique clusters of comorbid conditions and elevated risks of death that form discrete populations for targeted therapeutic interventions. These clusters remain relatively stable between the early and late mortality risk periods. Of particular interest are the clusters marked by young and otherwise healthy adults whose standardized mortality ratio is sixfold higher than general population despite few conventional risk factors for premature death.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Centre for Health Informatics, University of Calgary, Calgary, AB, Canada
| | | | - Tolulope T Sajobi
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Sajobi TT, Josephson CB, Sawatzky R, Wang M, Lawal O, Patten SB, Lix LM, Wiebe S. Quality of Life in Epilepsy: Same questions, but different meaning to different people. Epilepsia 2021; 62:2094-2102. [PMID: 34309838 DOI: 10.1111/epi.17012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 07/07/2021] [Accepted: 07/08/2021] [Indexed: 01/15/2023]
Abstract
OBJECTIVES Patient-reported outcome measures (PROMs) are used widely to elicit patient's self-appraisal of their health status and quality of life. One fundamental assumption when measuring PROMs is that all individuals interpret questions about their health status in a consistent manner. However, subgroups of patients with a similar health condition may respond differently to PROM questions (ie, differential item functioning [DIF]), leading to biased estimates of group differences on PROM scores. Understanding these differences can help inform the clinical interpretation of PROMs. This study examined whether DIF affects 10-item Quality of Life in Epilepsy (QOLIE10) scores reported by patients with epilepsy in outpatient clinics. METHODS Data were from the Calgary Comprehensive Epilepsy Program, a prospective registry of patients with epilepsy in Calgary, Alberta. Latent variable mixture models (LVMMs) based on standard two-parameter graded response models with increasing numbers of latent classes were applied to QOLIE10 item data. Model fit was assessed using the Bayesian Information Criterion (BIC) and latent class model entropy. Ordinal logistic regression was used to identify QOLIE10 items that exhibited DIF. RESULTS In this cohort of 1143 patients, 567 (49.6%) were female and the median age was 37.0 (interquartile range [IQR] 27.0) years. A two-class LVMM, which provided the best fit to the data, identified two subgroups of patients with different response patterns to QOLIE10 items, with class proportions of 0.62 and 0.38. The two subgroups differed with respect to antiseizure polytherapy, reported medication side effects, frequency of seizures, and psychiatric comorbidities. QOLIE10 items on the physical and psychological side effects of medication exhibited large DIF effects. SIGNIFICANCE Our study revealed two different response patterns to quality-of-life instruments, suggesting heterogeneity in how patients interpret some of the questions. Researchers and users of PROMs in epilepsy need to consider the differential interpretation of items for various instruments to ensure valid understanding and comparisons of PROM scores.
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Affiliation(s)
- Tolulope T Sajobi
- Department of Community Health Sciences & O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Department of Clinical Neurosciences & Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Colin B Josephson
- Department of Community Health Sciences & O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Department of Clinical Neurosciences & Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Richard Sawatzky
- School of Nursing, Trinity Western University, Langley, BC, Canada.,Center for Health Evaluation and Outcome Sciences, Providence Health Care Research Institute, Vancouver, BC, Canada.,Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Meng Wang
- Department of Community Health Sciences & O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Department of Clinical Neurosciences & Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Oluwaseyi Lawal
- Department of Community Health Sciences & O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
| | - Scott B Patten
- Department of Community Health Sciences & O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Department of Clinical Neurosciences & Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Samuel Wiebe
- Department of Community Health Sciences & O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Department of Clinical Neurosciences & Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
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Husein N, Josephson CB, Keezer MR. Understanding cardiovascular disease in older adults with epilepsy. Epilepsia 2021; 62:2060-2071. [PMID: 34245013 DOI: 10.1111/epi.16991] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 06/06/2021] [Accepted: 06/18/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE This study was undertaken to investigate the distribution of social, lifestyle/behavior, and chronic disease risk factors for cardiovascular disease (CVD) in people with epilepsy as compared to the general population. We also measured the cross-sectional association between epilepsy and CVD in older adults, with and without adjustments for a history of stroke. METHODS We analyzed data for 44 817 participants in the Canadian Longitudinal Study on Aging, including 751 individuals with a lifetime history of epilepsy. We modeled associations using ordinal and binomial logistic regression, as well as log-binomial regression, with multiple imputation for missing data. We measured the attributable fraction of CVD burden due to stroke. RESULTS The majority of the CVD risk factors were significantly more prevalent in people with epilepsy as compared to the general population without epilepsy, independent of age and sex. After adjusting for a history of stroke, people with epilepsy had a significantly higher prevalence of heart disease (prevalence ratio [PR] = 1.27, 95% confidence interval [CI] = 1.02-1.57) and peripheral vascular disease (PR = 1.88, 95% CI = 1.50-2.36). Stroke accounted for 36% (95% CI = 19.85-48.76) of the increased prevalence of any CVD among people with epilepsy, similar to the 32% (95% CI = 27.82-36.25) among people without epilepsy. After adjustment for all other CVD risk factors, peripheral vascular disease remained significantly more prevalent (PR = 1.65, 95% CI = 1.28-2.12) in people with epilepsy as compared to those without. SIGNIFICANCE CVD risk factors are more prevalent in people with epilepsy, independent of age and sex, and the association between epilepsy and CVD is independent of the association between epilepsy and stroke. The association between peripheral vascular disease and epilepsy may differ from the associations with other types of CVD. These findings are important steps in more comprehensively understanding the origins of CVD in people with epilepsy.
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Affiliation(s)
- Nafisa Husein
- Research Centre of the University of Montreal Hospital Centre, Montreal, Quebec, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Mark R Keezer
- Research Centre of the University of Montreal Hospital Centre, Montreal, Quebec, Canada.,Department of Neurosciences, University of Montreal, Montreal, Quebec, Canada.,School of Public Health, University of Montreal, Montreal, Quebec, Canada
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Josephson CB, Engbers JDT, Sajobi TT, Wahby S, Lawal OA, Keezer MR, Nguyen DK, Malmgren K, Atkinson MJ, Hader WJ, Macrodimitris S, Patten SB, Pillay N, Sharma R, Singh S, Starreveld Y, Wiebe S. Predicting postoperative epilepsy surgery satisfaction in adults using the 19-item Epilepsy Surgery Satisfaction Questionnaire and machine learning. Epilepsia 2021; 62:2103-2112. [PMID: 34245019 DOI: 10.1111/epi.16992] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 06/21/2021] [Accepted: 06/21/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The 19-item Epilepsy Surgery Satisfaction Questionnaire (ESSQ-19) is a validated and reliable post hoc means of assessing patient satisfaction with epilepsy surgery. Prediction models building on these data can be used to counsel patients. METHODS The ESSQ-19 was derived and validated on 229 patients recruited from Canada and Sweden. We isolated 201 (88%) patients with complete clinical data for this analysis. These patients were adults (≥18 years old) who underwent epilepsy surgery 1 year or more prior to answering the questionnaire. We extracted each patient's ESSQ-19 score (scale is 0-100; 100 represents complete satisfaction) and relevant clinical variables that were standardized prior to the analysis. We used machine learning (linear kernel support vector regression [SVR]) to predict satisfaction and assessed performance using the R2 calculated following threefold cross-validation. Model parameters were ranked to infer the importance of each clinical variable to overall satisfaction with epilepsy surgery. RESULTS Median age was 41 years (interquartile range [IQR] = 32-53), and 116 (57%) were female. Median ESSQ-19 global score was 68 (IQR = 59-75), and median time from surgery was 5.4 years (IQR = 2.0-8.9). Linear kernel SVR performed well following threefold cross-validation, with an R2 of .44 (95% confidence interval = .36-.52). Increasing satisfaction was associated with postoperative self-perceived quality of life, seizure freedom, and reductions in antiseizure medications. Self-perceived epilepsy disability, age, and increasing frequency of seizures that impair awareness were associated with reduced satisfaction. SIGNIFICANCE Machine learning applied postoperatively to the ESSQ-19 can be used to predict surgical satisfaction. This algorithm, once externally validated, can be used in clinical settings by fixing immutable clinical characteristics and adjusting hypothesized postoperative variables, to counsel patients at an individual level on how satisfied they will be with differing surgical outcomes.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada
| | | | - Tolulope T Sajobi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Sandra Wahby
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Oluwaseyi A Lawal
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Mark R Keezer
- Department of Neurosciences, University of Montreal, Montreal, Quebec, Canada
| | - Dang K Nguyen
- Department of Neurosciences, University of Montreal, Montreal, Quebec, Canada
| | - Kristina Malmgren
- Institute of Neuroscience and Physiology, Sahlgrenska Academy at Gothenburg University, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Mark J Atkinson
- Family Medicine and Public Health, University of California, San Diego, San Diego, California, USA
| | - Walter J Hader
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Sophia Macrodimitris
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Scott B Patten
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Neelan Pillay
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ruby Sharma
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Shaily Singh
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Yves Starreveld
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
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Subota A, Jetté N, Josephson CB, McMillan J, Keezer MR, Gonzalez-Izquierdo A, Holroyd-Leduc J. Risk factors for dementia development, frailty, and mortality in older adults with epilepsy - A population-based analysis. Epilepsy Behav 2021; 120:108006. [PMID: 33964541 DOI: 10.1016/j.yebeh.2021.108006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 03/25/2021] [Accepted: 04/12/2021] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Although the prevalence of comorbid epilepsy and dementia is expected to increase, the impact is not well understood. Our objectives were to examine risk factors associated with incident dementia and the impact of frailty and dementia on mortality in older adults with epilepsy. METHODS The CALIBER scientific platform was used. People with incident epilepsy at or after age 65 were identified using Read codes and matched by age, sex, and general practitioner to a cohort without epilepsy (10:1). Baseline cohort characteristics were compared using conditional logistic regression models. Multivariate Cox proportional hazard regression models were used to examine the impact of frailty and dementia on mortality, and to assess risk factors for dementia development. RESULTS One thousand forty eight older adults with incident epilepsy were identified. The odds of having dementia at baseline were 7.39 [95% CI 5.21-10.50] times higher in older adults with epilepsy (n = 62, 5.92%) compared to older adults without epilepsy (n = 88, 0.86%). In the final multivariate Cox model (n = 326), age [HR: 1.20, 95% CI 1.09-1.32], Charlson comorbidity index score [HR: 1.26, 95% CI 1.10-1.44], and sleep disturbances [HR: 2.41, 95% CI 1.07-5.43] at baseline epilepsy diagnosis were significantly associated with an increased hazard of dementia development over the follow-up period. In a multivariate Cox model (n = 1047), age [HR: 1.07, 95% CI 1.03-1.11], baseline dementia [HR: 2.66, 95% CI 1.65-4.27] and baseline e-frailty index score [HR: 11.55, 95% CI 2.09-63.84] were significantly associated with a higher hazard of death among those with epilepsy. Female sex [HR: 0.77, 95% CI 0.59-0.99] was associated with a lower hazard of death. SIGNIFICANCE The odds of having dementia were higher in older adults with incident epilepsy. A higher comorbidity burden acts as a risk factor for dementia, while prevalent dementia and increasing frailty were associated with mortality.
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Affiliation(s)
- Ann Subota
- Department of Medicine, University of Calgary, North Tower, 1403-29 St NW, Calgary, AB T2N 2T9, Canada; Department of Community Health Sciences, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada
| | - Nathalie Jetté
- Department of Community Health Sciences, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Hotchkiss Brain Institute, University of Calgary, 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada; Department of Neurology, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1137, New York, NY 10029, USA
| | - Colin B Josephson
- Department of Community Health Sciences, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Department of Clinical Neurosciences, University of Calgary, 1195 1403-29 Street NW, Calgary, AB T2N 2T9, Canada; Hotchkiss Brain Institute, University of Calgary, 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada; Alberta Health Services, Foothills Medical Centre, 1403-29 St. NW, Calgary, Alberta T2N 2T9, Canada
| | - Jaqueline McMillan
- Department of Medicine, University of Calgary, North Tower, 1403-29 St NW, Calgary, AB T2N 2T9, Canada; Department of Community Health Sciences, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Alberta Health Services, Foothills Medical Centre, 1403-29 St. NW, Calgary, Alberta T2N 2T9, Canada; O'Brien Institute for Public Health, University of Calgary, 3rd Floor TRW Building, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada
| | - Mark R Keezer
- Research Center of the Centre Hospitalier de l'Université de Montréal, 1051 Rue Sanguinet, Montréal, QC H2X 3E4, Canada
| | - Arturo Gonzalez-Izquierdo
- Institute of Health Informatics, University College London, 222 Euston Rd, London NW1 2DA, United Kingdom
| | - Jayna Holroyd-Leduc
- Department of Medicine, University of Calgary, North Tower, 1403-29 St NW, Calgary, AB T2N 2T9, Canada; Department of Community Health Sciences, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Hotchkiss Brain Institute, University of Calgary, 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada; Alberta Health Services, Foothills Medical Centre, 1403-29 St. NW, Calgary, Alberta T2N 2T9, Canada; O'Brien Institute for Public Health, University of Calgary, 3rd Floor TRW Building, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada.
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Sultana B, Panzini MA, Veilleux Carpentier A, Comtois J, Rioux B, Gore G, Bauer PR, Kwon CS, Jetté N, Josephson CB, Keezer MR. Incidence and Prevalence of Drug-Resistant Epilepsy: A Systematic Review and Meta-analysis. Neurology 2021; 96:805-817. [PMID: 33722992 DOI: 10.1212/wnl.0000000000011839] [Citation(s) in RCA: 107] [Impact Index Per Article: 35.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 01/29/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To evaluate the incidence and prevalence of drug-resistant epilepsy (DRE) as well as its predictors and correlates, we conducted a systematic review and meta-analysis of observational studies. METHODS Our protocol was registered with PROSPERO, and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses and Meta-analysis of Observational Studies in Epidemiology reporting standards were followed. We searched MEDLINE, Embase, and Web of Science. We used a double arcsine transformation and random-effects models to perform our meta-analyses. We performed random-effects meta-regressions using study-level data. RESULTS Our search strategy identified 10,794 abstracts. Of these, 103 articles met our eligibility criteria. There was high interstudy heterogeneity and risk of bias. The cumulative incidence of DRE was 25.0% (95% confidence interval [CI]: 16.8-34.3) in child studies but 14.6% (95% CI: 8.8-21.6) in adult/mixed age studies. The prevalence of DRE was 13.7% (95% CI: 9.2-19.0) in population/community-based populations but 36.3% (95% CI: 30.4-42.4) in clinic-based cohorts. Meta-regression confirmed that the prevalence of DRE was higher in clinic-based populations and in focal epilepsy. Multiple predictors and correlates of DRE were identified. The most reported of these were having a neurologic deficit, an abnormal EEG, and symptomatic epilepsy. The most reported genetic predictors of DRE were polymorphisms of the ABCB1 gene. CONCLUSIONS Our observations provide a basis for estimating the incidence and prevalence of DRE, which vary between populations. We identified numerous putative DRE predictors and correlates. These findings are important to plan epilepsy services, including epilepsy surgery, a crucial treatment option for people with disabling seizures and DRE.
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Affiliation(s)
- Bushra Sultana
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Marie-Andrée Panzini
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Ariane Veilleux Carpentier
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Jacynthe Comtois
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Bastien Rioux
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Geneviève Gore
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Prisca R Bauer
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Churl-Su Kwon
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Nathalie Jetté
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Colin B Josephson
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada
| | - Mark R Keezer
- From the Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM) (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.); Department of Neurosciences (B.S., M.-A.P., A.V.C., J.C., B.R., M.R.K.), Université de Montréal, Quebec; Schulich Library of Physical Sciences (G.G.), Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada; Department of Psychosomatic Medicine and Psychotherapy (P.R.B.), University Medical Center Freiburg, Germany; Department of Neurology (C.-S.K., N.J.), Icahn School of Medicine at Mount Sinai, New York; Department of Clinical Neurosciences and Hotchkiss Brain Institute (N.J., C.B.J.), University of Calgary, Alberta; and School of Public Health of the Université de Montréal (M.R.K.), Quebec, Canada.
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22
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Peedicail JS, Singh S, Molnar CP, Numerow LM, Gnanakumar R, Josephson CB, Scott J, Federico P, Wiebe S, Pillay N. Impact of ictal subtraction SPECT and PET in presurgical evaluation. Acta Neurol Scand 2021; 143:271-280. [PMID: 33058173 DOI: 10.1111/ane.13362] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 09/17/2020] [Accepted: 10/09/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To assess the relative contribution of ictal subtraction single-photon emission computed tomography (ISSPECT) and 18 F-fluorodeoxyglucose positron emission tomography computed tomography (PET) in epilepsy surgery decision making. MATERIALS AND METHODS A retrospective 3-year study of consecutive patients with resistant focal epilepsy who underwent ISSPECT and PET to evaluate to what extent these modalities influence decisions in epilepsy surgery and outcomes. ISSPECT imaging was performed in 106 patients and 58 (55%) had PET also. The clinical consensus (ClinC) was the final arbiter for decisions. Post-surgical outcomes were collected from follow-up clinics. Non-parametric statistics were used to assess association and logistic regression to evaluate prediction of outcomes. RESULTS Of 106 patients, 60 were males (57%). MRI was non-lesional in 46 (43%). Concordance with ClinC was seen in 80 patients (76%) for ISSPECT, in 46 patients (79%) for PET, and in 37 patients (64%) for ISSPECT + PET. Fifty-six patients (53%) were planned for intracranial video-electroencephalography monitoring (IVEM). Those with ClinC-PET concordance were likely to proceed to IVEM (p = 0.02). ClinC-PET concordance and ClinC-ISSPECT concordance did not predict decision to proceed to surgery, but VEM-MRI concordance did in lesional cases (p = 0.018). Forty-five (42%) underwent surgery of which 29 had minimum follow-up for 1 year (mean, 20 months; SD, 8) and 22 (76%) had Engel class I outcomes. ClinC-ISSPECT concordance (p = 0.024) and VEM-MRI concordance (p = 0.016) predicted Engel class I outcomes. CONCLUSION Those with ClinC-PET concordance were more likely to proceed with IVEM. ClinC-ISSPECT concordance and VEM-MRI concordance predicted good surgical outcomes.
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Affiliation(s)
- Joseph Samuel Peedicail
- Comprehensive Epilepsy Program Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Shaily Singh
- Comprehensive Epilepsy Program Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Christine P. Molnar
- Department of Radiology Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Leonard M. Numerow
- Department of Radiology Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Ruban Gnanakumar
- Department of Radiology Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Colin B. Josephson
- Comprehensive Epilepsy Program Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Hotchkiss Brain Institute University of Calgary AB Canada
| | - James Scott
- Department of Radiology Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Paolo Federico
- Comprehensive Epilepsy Program Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Department of Radiology Cumming School of Medicine University of Calgary Calgary AB Canada
- Hotchkiss Brain Institute University of Calgary AB Canada
| | - Samuel Wiebe
- Comprehensive Epilepsy Program Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Hotchkiss Brain Institute University of Calgary AB Canada
| | - Neelan Pillay
- Comprehensive Epilepsy Program Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
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23
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Roach P, Zwiers A, Cox E, Fischer K, Charlton A, Josephson CB, Patten SB, Seitz D, Ismail Z, Smith EE. Understanding the impact of the COVID-19 pandemic on well-being and virtual care for people living with dementia and care partners living in the community. Dementia (London) 2020; 20:2007-2023. [PMID: 33381996 PMCID: PMC7952494 DOI: 10.1177/1471301220977639] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The COVID-19 pandemic has necessitated public health measures that have impacted the provision of care for people living with dementia and their families. Additionally, the isolation that results from social distancing may be harming well-being for families as formal and informal supports become less accessible. For those living with dementia and experiencing agitation, social distancing may be even harder to maintain, or social distancing could potentially aggravate dementia-related neuropsychiatric symptoms. To understand the lived experience of social and physical distancing during the COVID-19 pandemic in Canada, we remotely interviewed 21 participants who normally attend a dementia specialty clinic in Calgary, Alberta, during a period where essential businesses were closed and health care had abruptly transitioned to telemedicine. A reflexive thematic analysis was used to analyze the interview and field note data. The impacts of the public health measures in response to the pandemic emerged through iterative analysis in three main categories of experience: (1) personal, (2) health services, and (3) health status (of both persons living with dementia and care partner). Isolation and mental health needs emerged as important impacts to family experiences. This in-depth understanding of the needs and experiences of the pandemic for people living with dementia suggests that innovative means are urgently needed to facilitate provision of remote medicine and also social interaction and integration.
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Affiliation(s)
- Pamela Roach
- Department of Family Medicine, University of Calgary; Department of Community Health Sciences, University of Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; O'Brien Institute of Public Health, University of Calgary, Canada
| | - Angela Zwiers
- Department of Clinical Neurosciences, University of Calgary, Canada
| | - Emily Cox
- Department of Clinical Neurosciences, University of Calgary, Canada
| | - Karyn Fischer
- Department of Clinical Neurosciences, University of Calgary, Canada
| | - Anna Charlton
- Department of Clinical Neurosciences, University of Calgary, Canada
| | - Colin B Josephson
- Department of Community Health Sciences, University of Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; O'Brien Institute of Public Health, University of Calgary, Canada; Department of Clinical Neurosciences, University of Calgary, Canada; Centre for Health Informatics, University of Calgary, Canada
| | - Scott B Patten
- Department of Community Health Sciences, University of Calgary, Canada; Cuthbertson & Fischer Chair in Pediatric Mental Health, University of Calgary, Canada
| | - Dallas Seitz
- Department of Community Health Sciences, University of Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; O'Brien Institute of Public Health, University of Calgary, Canada; Department of Psychiatry, University of Calgary, Canada
| | - Zahinoor Ismail
- Department of Community Health Sciences, University of Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; O'Brien Institute of Public Health, University of Calgary, Canada; Department of Clinical Neurosciences, University of Calgary, Canada; Department of Psychiatry, University of Calgary, Canada
| | - Eric E Smith
- Hotchkiss Brain Institute, University of Calgary, Canada; Department of Clinical Neurosciences, University of Calgary, Canada
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24
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Hrabok M, Engbers JDT, Wiebe S, Sajobi TT, Subota A, Almohawes A, Federico P, Hanson A, Klein KM, Peedicail J, Pillay N, Singh S, Josephson CB. Primary care electronic medical records can be used to predict risk and identify potentially modifiable factors for early and late death in adult onset epilepsy. Epilepsia 2020; 62:51-60. [PMID: 33316095 DOI: 10.1111/epi.16738] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 10/01/2020] [Accepted: 10/01/2020] [Indexed: 01/22/2023]
Abstract
OBJECTIVE To use clinically informed machine learning to derive prediction models for early and late premature death in epilepsy. METHODS This was a population-based primary care observational cohort study. All patients meeting a case definition for incident epilepsy in the Health Improvement Network database for inclusive years 2000-2012 were included. A modified Delphi process identified 30 potential risk factors. Outcome was early (within 4 years of epilepsy diagnosis) and late (4 years or more from diagnosis) mortality. We used regularized logistic regression, support vector machines, Gaussian naive Bayes, and random forest classifiers to predict outcomes. We assessed model calibration, discrimination, and generalizability using the Brier score, mean area under the receiver operating characteristic curve (AUC) derived from stratified fivefold cross-validation, plotted calibration curves, and extracted measures of association where possible. RESULTS We identified 10 499 presumed incident cases from 11 194 182 patients. All models performed comparably well following stratified fivefold cross-validation, with AUCs ranging from 0.73 to 0.81 and from 0.71 to 0.79 for early and late death, respectively. In addition to comorbid disease, social habits (alcoholism odds ratio [OR] for early death = 1.54, 95% confidence interval [CI] = 1.12-2.11 and OR for late death = 2.62, 95% CI = 1.66-4.16) and treatment patterns (OR for early death when no antiseizure medication [ASM] was prescribed at baseline = 1.33, 95% CI = 1.07-1.64 and OR for late death after receipt of enzyme-inducing ASM at baseline = 1.32, 95% CI = 1.04-1.66) were significantly associated with increased risk of premature death. Baseline ASM polytherapy (OR = 0.55, 95% CI = 0.36-0.85) was associated with reduced risk of early death. SIGNIFICANCE Clinically informed models using routine electronic medical records can be used to predict early and late mortality in epilepsy, with moderate to high accuracy and evidence of generalizability. Medical, social, and treatment-related risk factors, such as delayed ASM prescription and baseline prescription of enzyme-inducing ASMs, were important predictors.
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Affiliation(s)
- Marianne Hrabok
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Faculty of Medicine, University of Alberta, Edmonton, AB, Canada
| | | | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Tolulope T Sajobi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
| | - Ann Subota
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada
| | - Amal Almohawes
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Paolo Federico
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Alexandra Hanson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Karl Martin Klein
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,Department of Medical Genetics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
| | - Joseph Peedicail
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Neelan Pillay
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Shaily Singh
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Centre for Health Informatics, University of Calgary, Calgary, AB, Canada
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25
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Subotic A, Pricop DF, Josephson CB, Patten SB, Smith EE, Roach P. Examining the impacts of the COVID-19 pandemic on the well-being and virtual care of patients with epilepsy. Epilepsy Behav 2020; 113:107599. [PMID: 33238236 DOI: 10.1016/j.yebeh.2020.107599] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 10/21/2020] [Accepted: 10/24/2020] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The emergence of SARS-CoV-2 (COVID-19) as a novel coronavirus resulted in a global pandemic that necessitated the implementation of social distancing measures. These public health measures may have affected the provision of care for patients with epilepsy. Social isolation may have also adversely affected well-being and quality of life due to informal and formal support networks becoming less accessible. The purpose of this qualitative study was to examine the lived experiences of patients with epilepsy and to see how their quality of life and healthcare has been affected by the COVID-19 pandemic. METHODS From April 27 to May 15, 2020 we performed remote interviews with 18 participants who had virtual appointments with their healthcare providers and were enrolled in the Calgary Comprehensive Epilepsy Program registry. Interviews were recorded and transcribed, after which transcripts were analyzed and coded into relevant themes using NVivo 12. RESULTS Three broad themes emerged throughout the interviews:1) impact of pandemic on informal and formal support systems; 2) impact of pandemic on healthcare provision; and 3) concerns about the impact of the pandemic on personal situations and society in the future. Participants reported anxiety and stress about decreased social engagement and activity cessations. Although face-to-face appointments were preferred, virtual care was well-received. Common concerns about the future included securing employment and burnout from balancing family responsibilities. Some patients also feared they would be stigmatized as society adapted to the situation. SIGNIFICANCE This study highlights the need for additional research in anticipation of the implementation of remote medicine in the management and treatment of epilepsy. It also highlights the tenacity of those living with epilepsy during difficult periods despite social and familial pressures. Raising awareness during this time about the lives and experiences of epilepsy patients can help challenge misconceptions and stigma in the workplace and wider society.
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Affiliation(s)
- Arsenije Subotic
- Hotchkiss Brain Institute, University of Calgary, Canada; Department of Clinical Neurosciences, University of Calgary, Canada
| | - Diana F Pricop
- Hotchkiss Brain Institute, University of Calgary, Canada; Department of Clinical Neurosciences, University of Calgary, Canada
| | - Colin B Josephson
- Hotchkiss Brain Institute, University of Calgary, Canada; Department of Community Health Sciences, University of Calgary, Canada; O'Brien Institute of Public Health, University of Calgary, Canada; Department of Clinical Neurosciences, University of Calgary, Canada; Centre for Health Informatics, University of Calgary, Canada
| | - Scott B Patten
- Department of Community Health Sciences, University of Calgary, Canada; Cuthbertson & Fischer Chair in Pediatric Mental Health, University of Calgary, Canada
| | - Eric E Smith
- Hotchkiss Brain Institute, University of Calgary, Canada; Department of Clinical Neurosciences, University of Calgary, Canada
| | - Pamela Roach
- Hotchkiss Brain Institute, University of Calgary, Canada; Department of Community Health Sciences, University of Calgary, Canada; O'Brien Institute of Public Health, University of Calgary, Canada; Department of Family Medicine, University of Calgary, Canada.
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26
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Josephson CB, Wiebe S. Precision Medicine: Academic dreaming or clinical reality? Epilepsia 2020; 62 Suppl 2:S78-S89. [PMID: 33205406 DOI: 10.1111/epi.16739] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 10/02/2020] [Accepted: 10/02/2020] [Indexed: 12/26/2022]
Abstract
Precision medicine can be distilled into a concept of accounting for an individual's unique collection of clinical, physiologic, genetic, and sociodemographic characteristics to provide patient-level predictions of disease course and response to therapy. Abundant evidence now allows us to determine how an average person with epilepsy will respond to specific medical and surgical treatments. This is useful, but not readily applicable to an individual patient. This has brought into sharp focus the desire for a more individualized approach through which we counsel people based on individual characteristics, as opposed to population-level data. We are now accruing data at unprecedented rates, allowing us to convert this ideal into reality. In addition, we have access to growing volumes of administrative and electronic health records data, biometric, imaging, genetics data, microbiome, and other "omics" data, thus paving the way toward phenome-wide association studies and "the epidemiology of one." Despite this, there are many challenges ahead. The collating, integrating, and storing sensitive multimodal data for advanced analytics remains difficult as patient consent and data security issues increase in complexity. Agreement on many aspects of epilepsy remains imperfect, rendering models sensitive to misclassification due to a lack of "ground truth." Even with existing data, advanced analytics models are prone to overfitting and often failure to generalize externally. Finally, uptake by clinicians is often hindered by opaque, "black box" algorithms. Systematic approaches to data collection and model generation, and an emphasis on education to promote uptake and knowledge translation, are required to propel epilepsy-based precision medicine from the realm of the theoretical into routine clinical practice.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Centre for Health Informatics, University of Calgary, Calgary, AB, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.,Clinical Research Unit, University of Calgary, Calgary, AB, Canada
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27
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Lowerison MW, Josephson CB, Jetté N, Sajobi TT, Patten S, Williamson T, Deardon R, Barkema HW, Wiebe S. Association of Levels of Specialized Care With Risk of Premature Mortality in Patients With Epilepsy. JAMA Neurol 2020; 76:1352-1358. [PMID: 31380987 DOI: 10.1001/jamaneurol.2019.2268] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Importance Patients with epilepsy are at an elevated risk of premature mortality. Interventions to reduce this risk are crucial. Objective To determine if the level of care (non-neurologist, neurologist, or comprehensive epilepsy program) is negatively associated with the risk of premature mortality. Design, Setting, and Participants In this retrospective open cohort study, all adult patients 18 years or older who met the administrative case definition for incident epilepsy in linked databases (Alberta Health Services administrative health data and the Comprehensive Calgary Epilepsy Programme Registry [CEP]) inclusive of the years 2002 to 2016 were followed up until death or loss to follow-up. The final analyses were performed on May 1, 2019. Exposures Evaluation by a non-neurologist, neurologist, or epileptologist. Main Outcomes and Measures The outcome was all-cause mortality. We used extended Cox models treating exposure to a neurologist or the CEP as time-varying covariates. Age, sex, socioeconomic deprivation, disease severity, and comorbid burden at index date were modeled as fixed-time coefficients. Results A total 23 653 incident cases were identified (annual incidence of 89 per 100 000); the mean age (SD) at index date was 50.8 (19.1) years and 12 158 (50.3%) were women. A total of 14 099 (60%) were not exposed to specialist neurological care, 9554 (40%) received care by a neurologist, and 2054 (9%) received care in the CEP. In total, 4098 deaths (71%) occurred in the nonspecialist setting, 1481 (26%) for those seen by a neurologist, and 176 (3%) for those receiving CEP care. The standardized mortality rate was 7.2% for the entire cohort, 9.4% for those receiving nonspecialist care, 5.6% for those seen by a neurologist, and 2.8% for those seen in the CEP. The hazard ratio (HR) of mortality was lower in those receiving neurologist (HR, 0.85; 95% CI, 0.77-0.93) and CEP (HR, 0.49; 95% CI, 0.38-0.62) care. In multivariable modeling, specialist care, the age at index, and disease severity were retained in the final model of the association between specialist care and mortality. Conclusions and Relevance Exposure to specialist care is associated with incremental reductions in the hazard of premature mortality. Those referred to a comprehensive epilepsy program received the greatest benefit.
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Affiliation(s)
- Mark W Lowerison
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Colin B Josephson
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Nathalie Jetté
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Department of Neurology, Icahn School of Medicine, New York, New York
| | - Tolulope T Sajobi
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Scott Patten
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Tyler Williamson
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Rob Deardon
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Mathematics and Statistics, Faculty of Science, University of Calgary, Calgary, Alberta, Canada
| | - Herman W Barkema
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- O'Brien Institute for Public Health, Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Wiebe S, Wahby S, Lawal OA, Sajobi TT, Keezer MR, Nguyen DK, Malmgren K, Tellez‐Zenteno J, Atkinson MJ, Hader WJ, Josephson CB, Macrodimitris S, Patten SB, Pillay N, Sharma R, Singh S, Starreveld Y. Development and validation of the Epilepsy Surgery Satisfaction Questionnaire (ESSQ‐19). Epilepsia 2020; 61:2729-2738. [DOI: 10.1111/epi.16709] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 09/07/2020] [Accepted: 09/08/2020] [Indexed: 11/27/2022]
Affiliation(s)
- Samuel Wiebe
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Hotchkiss Brain Institute University of Calgary Calgary AB Canada
- O'Brien Institute for Public Health University of Calgary Calgary AB Canada
| | - Sandra Wahby
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Oluwaseyi A. Lawal
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Tolulope T. Sajobi
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Hotchkiss Brain Institute University of Calgary Calgary AB Canada
- O'Brien Institute for Public Health University of Calgary Calgary AB Canada
| | - Mark R. Keezer
- Department of Neurosciences University of Montreal Montreal QC Canada
| | - Dang K. Nguyen
- Department of Neurosciences University of Montreal Montreal QC Canada
| | - Kristina Malmgren
- Institute of Neuroscience and Physiology Sahlgrenska Academy at Gothenburg University and Sahlgrenska University Hospital Gothenburg Sweden
| | | | - Mark J. Atkinson
- Family Medicine and Public Health University of California, San Diego San Diego CA USA
| | - Walter J. Hader
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Colin B. Josephson
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Hotchkiss Brain Institute University of Calgary Calgary AB Canada
- O'Brien Institute for Public Health University of Calgary Calgary AB Canada
| | - Sophia Macrodimitris
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Scott B. Patten
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Hotchkiss Brain Institute University of Calgary Calgary AB Canada
- O'Brien Institute for Public Health University of Calgary Calgary AB Canada
- Department of Psychiatry Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Neelan Pillay
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Ruby Sharma
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
| | - Shaily Singh
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Department of Community Health Sciences Cumming School of Medicine University of Calgary Calgary AB Canada
- Hotchkiss Brain Institute University of Calgary Calgary AB Canada
- O'Brien Institute for Public Health University of Calgary Calgary AB Canada
| | - Yves Starreveld
- Department of Clinical Neurosciences Cumming School of Medicine University of Calgary Calgary AB Canada
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Josephson CB, Engbers JDT, Wang M, Perera K, Roach P, Sajobi TT, Wiebe S. Psychosocial profiles and their predictors in epilepsy using patient-reported outcomes and machine learning. Epilepsia 2020; 61:1201-1210. [PMID: 34080185 DOI: 10.1111/epi.16526] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 04/12/2020] [Accepted: 04/13/2020] [Indexed: 01/30/2023]
Abstract
OBJECTIVE To apply unsupervised machine learning to patient-reported outcomes to identify clusters of epilepsy patients exhibiting unique psychosocial characteristics. METHODS Consecutive outpatients seen at the Calgary Comprehensive Epilepsy Program outpatient clinics with complete patient-reported outcome measures on quality of life, health state valuation, depression, and epilepsy severity and disability were studied. Data were acquired at each patient's first clinic visit. We used k-means++ to segregate the population into three unique clusters. We then used multinomial regression to determine factors that were statistically associated with patient assignment to each cluster. RESULTS We identified 462 consecutive patients with complete patient-reported outcome measure (PROM) data. Post hoc analysis of each cluster revealed one reporting elevated measures of psychosocial health on all five PROMs ("high psychosocial health" cluster), one with intermediate measures ("intermediate" cluster), and one with poor overall measures of psychosocial health ("poor psychosocial health" cluster). Failing to achieve at least 1 year of seizure freedom (relative risk [RR] = 4.34, 95% confidence interval [CI] = 2.13-9.09) predicted placement in the "intermediate" cluster relative to the "high" cluster. In addition, failing to achieve seizure freedom, social determinants of health, including the need for partially or completely subsidized income support (RR = 6.10, 95% CI = 2.79-13.31, P < .001) and inability to drive (RR = 4.03, 95% CI = 1.6-10.00, P = .003), and a history of a psychiatric disorder (RR = 3.16, 95% CI = 1.46-6.85, P = .003) were associated with the "poor" cluster relative to the "high" cluster. SIGNIFICANCE Seizure-related factors appear to drive placement in the "intermediate" cluster, with social determinants driving placement in the "poor" cluster, suggesting a threshold effect. Precision intervention based on cluster assignment, with an initial emphasis on improving social support and careful titration of medications for those reporting the worst psychosocial health, could help optimize health for patients with epilepsy.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Centre for Health Informatics, University of Calgary, Calgary, Alberta, Canada
| | | | - Meng Wang
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Pamela Roach
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Tolulope T Sajobi
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Josephson CB, Wiebe S. Premature Mortality in Epilepsy—A Reminder for the Untreated Millions—Reply. JAMA Neurol 2020; 77:525-526. [DOI: 10.1001/jamaneurol.2019.5094] [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] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Colin B. Josephson
- Cumming School of Medicine, O'Brien Institute for Public Health, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- Cumming School of Medicine, Hotchkiss Brain Institute, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
- Cumming School of Medicine, O’Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Cumming School of Medicine, O'Brien Institute for Public Health, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- Cumming School of Medicine, Hotchkiss Brain Institute, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
- Cumming School of Medicine, O’Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
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31
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Josephson CB, Engbers JDT, Jette N, Patten SB, Singh S, Sajobi TT, Marshall D, Agha-Khani Y, Federico P, Mackie A, Macrodimitris S, McLane B, Pillay N, Sharma R, Wiebe S. Prediction Tools for Psychiatric Adverse Effects After Levetiracetam Prescription. JAMA Neurol 2020; 76:440-446. [PMID: 30688969 DOI: 10.1001/jamaneurol.2018.4561] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Importance Levetiracetam is a commonly used antiepileptic drug, yet psychiatric adverse effects are common and may lead to treatment discontinuation. Objective To derive prediction models to estimate the risk of psychiatric adverse effects from levetiracetam use. Design, Setting, and Participants Retrospective open cohort study. All patients meeting the case definition for epilepsy after the Acceptable Mortality Reporting date in The Health Improvement Network (THIN) database based in the United Kingdom (inclusive January 1, 2000, to May 31, 2012) who received a first-ever prescription for levetiracetam were included. Of 11 194 182 patients registered in THIN, this study identified 7400 presumed incident cases (66.1 cases per 100 000 persons) over a maximum of 12 years' follow-up. The index date was when patients received their first prescription code for levetiracetam, and follow-up lasted 2 years or until an event, loss to follow-up, or censoring. The analyses were performed on April 22, 2018. Exposure A presumed first-ever prescription for levetiracetam. Main Outcomes and Measures The outcome of interest was a Read code for any psychiatric sign, symptom, or disorder as reached through consensus by 2 authors. This study used regression techniques to derive 2 prediction models, one for the overall population and one for those without a history of a psychiatric sign, symptom, or disorder during the study period. Results Among 1173 patients with epilepsy receiving levetiracetam, the overall median age was 39 (interquartile range, 25-56) years, and 590 (50.3%) were female. A total of 14.1% (165 of 1173) experienced a psychiatric symptom or disorder within 2 years of index prescription. The odds of reporting a psychiatric symptom were significantly elevated for women (odds ratio [OR], 1.41; 95% CI, 0.99-2.01; P = .05) and those with a preexposure history of higher social deprivation (OR, 1.15; 95% CI, 1.01-1.31; P = .03), depression (OR, 2.20; 95% CI, 1.49-3.24; P < .001), anxiety (OR, 1.74; 95% CI, 1.11-2.72; P = .02), or recreational drug use (OR, 2.02; 95% CI, 1.20-3.37; P = .008). The model performed well after stratified k = 5-fold cross-validation (area under the curve [AUC], 0.68; 95% CI, 0.58-0.79). There was a gradient in risk, with probabilities increasing from 8% for 0 risk factors to 11% to 17% for 1, 17% to 31% for 2, 30% to 42% for 3, and 49% when all risk factors were present. For those free of a preexposure psychiatric code, a second model performed comparably well after k = 5-fold cross-validation (AUC, 0.72; 95% CI, 0.54-0.90). Specificity was maximized using threshold cutoffs of 0.10 (full model) and 0.14 (second model); a score below these thresholds indicates safety of prescription. Conclusions and Relevance This study derived 2 simple models that predict the risk of a psychiatric adverse effect from levetiracetam. These algorithms can be used to guide prescription in clinical practice.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | | | - Nathalie Jette
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Scott B Patten
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada
| | - Shaily Singh
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Tolulope T Sajobi
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Deborah Marshall
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Yahya Agha-Khani
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Paolo Federico
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Aaron Mackie
- Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada
| | - Sophie Macrodimitris
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Brienne McLane
- Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada
| | - Neelan Pillay
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ruby Sharma
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Fassin AK, Knake S, Strzelczyk A, Josephson CB, Reif PS, Haag A, Carl B, Hermsen AM, Gorny I, Möller L, Pagenstecher A, Nimsky C, Bauer S, Sure U, Menzler K, Rosenow F, Klein KM. Predicting outcome of epilepsy surgery in clinical practice: Prediction models vs. clinical acumen. Seizure 2020; 76:79-83. [PMID: 32035367 DOI: 10.1016/j.seizure.2020.01.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Revised: 12/20/2019] [Accepted: 01/20/2020] [Indexed: 11/19/2022] Open
Abstract
PURPOSE Epilepsy surgery is an evidence-based treatment for drug-refractory focal epilepsy. We aimed to evaluate how well preoperative outcome estimates of epilepsy surgery in clinical practice correlated with postoperative outcome and to compare prediction by the clinical team with available scores (m-SFS, ESN). METHOD Retrospective cohort study including patients with drug-refractory focal epilepsy who underwent resective epilepsy surgery at Epilepsy Center Hessen, Marburg, between 1998-2016. Patients were categorized into four groups based on their estimated chance of postoperative seizure freedom documented in preoperative medical records. Variables required for calculation of m-SFS and ESN were also extracted from presurgical medical records. Seizure outcome using Engel/ILAE classifications was extracted from postoperative medical records. RESULTS 148 patients were included and 98 had follow-up at 5 years. 69 (70%) had Engel I and 50 (51%) ILAE 1 outcome. Observed 5-year outcome for very good candidates was 20/22 (91%) Engel I and 14/22 (64%) ILAE 1, for good candidates 29/40 (73%) Engel I and 21/40 (53%) ILAE 1, for candidates with slightly reduced chance 11/18 (61%) Engel I and 9/18 (50%) ILAE 1 and for candidates with considerably reduced chance 1/5 (20%) Engel I and 1/5 (20%) ILAE 1.There were no significant differences in discrimination or overall performance between predictions by the clinical team, ESN and m-SFS. CONCLUSIONS Preoperative outcome estimates corresponded well with observed outcome indicating adequate patient counseling.
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Affiliation(s)
- Anne Katharina Fassin
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany
| | - Susanne Knake
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany
| | - Adam Strzelczyk
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany; Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Germany; Center for Personalized Translational Epilepsy Research (CePTER), Goethe University, Frankfurt, Germany
| | - Colin B Josephson
- Departments of Clinical Neurosciences and Community Health Sciences, O'Brien Institute for Public Health, Hotchkiss Brain Institute, Center for Health Informatics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Philipp S Reif
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany; Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Germany; Center for Personalized Translational Epilepsy Research (CePTER), Goethe University, Frankfurt, Germany
| | - Anja Haag
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany
| | - Barbara Carl
- Department of Neurosurgery, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany
| | - Anke M Hermsen
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Germany; Center for Personalized Translational Epilepsy Research (CePTER), Goethe University, Frankfurt, Germany
| | - Iris Gorny
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany
| | - Leona Möller
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany
| | - Axel Pagenstecher
- Department of Neuropathology, Philipps-University Marburg, Marburg, Germany
| | - Christopher Nimsky
- Department of Neurosurgery, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany
| | - Sebastian Bauer
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany; Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Germany; Center for Personalized Translational Epilepsy Research (CePTER), Goethe University, Frankfurt, Germany
| | - Ulrich Sure
- Department of Neurosurgery, University Hospital Essen, and University Duisburg-Essen, Essen, Germany
| | - Katja Menzler
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany
| | - Felix Rosenow
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany; Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Germany; Center for Personalized Translational Epilepsy Research (CePTER), Goethe University, Frankfurt, Germany
| | - Karl Martin Klein
- Epilepsy Center Hessen, Department of Neurology, University Hospitals Giessen & Marburg, Philipps-University Marburg, Marburg, Germany; Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, University Hospital, Goethe-University Frankfurt, Germany; Center for Personalized Translational Epilepsy Research (CePTER), Goethe University, Frankfurt, Germany; Departments of Clinical Neurosciences, Medical Genetics and Community Health Sciences, Hotchkiss Brain Institute & Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
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Lezaic N, Gore G, Josephson CB, Wiebe S, Jetté N, Keezer MR. The medical treatment of epilepsy in the elderly: A systematic review and meta-analysis. Epilepsia 2019; 60:1325-1340. [PMID: 31185130 DOI: 10.1111/epi.16068] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 05/15/2019] [Accepted: 05/16/2019] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To evaluate the efficacy and tolerability of antiepileptic drugs (AEDs) in elderly individuals with epilepsy. METHODS We searched four electronic databases as well as bibliographies and conference abstracts. Published and unpublished, randomized, or quasirandomized trials reporting the use of AEDs in people aged at least 60 years with epilepsy were eligible for inclusion. Two authors independently carried out each stage of the review. Meta-analyses were performed using random-effects models. RESULTS Three thousand four hundred seventeen titles and abstracts were reviewed. Eighteen studies evaluating 12 AEDs met all eligibility criteria. Ten studies, comprising 1999 subjects, were suitable for meta-analysis. Among the elderly with epilepsy, lamotrigine (LTG) is better tolerated relative to carbamazepine (pooled weighted risk ratio [RR] of experiencing withdrawal due to adverse events = 1.83, 95% confidence interval [CI] = 1.23-2.43). There is a higher probability, although with a 95% CI of borderline importance, of seizure freedom when comparing levetiracetam to LTG (RR = 0.83, 95% CI = 0.68-0.97). Single studies provide evidence for the efficacy and/or tolerability of other AEDs in the elderly, including brivaracetam, gabapentin, lacosamide, perampanel, and topiramate. The risk of bias of the included studies was frequently low or unclear, although there was on occasion a high risk of bias (especially with regard to selective reporting). SIGNIFICANCE There is some evidence for AED use in the elderly with epilepsy. More evidence is required, comparing newer AEDs to prior generations as well as examining the effects of determinants such as frailty, to guide clinicians when treating this rapidly growing patient population.
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Affiliation(s)
- Nastasija Lezaic
- Research Centre of the University of Montreal Hospital Centre, Montreal, Quebec, Canada.,Department of Neurosciences, University of Montreal, Montreal, Quebec, Canada
| | - Geneviève Gore
- Schulich Library of Physical Sciences, Life Sciences, and Engineering, McGill University, Montreal, Quebec, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Nathalie Jetté
- Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Mark R Keezer
- Research Centre of the University of Montreal Hospital Centre, Montreal, Quebec, Canada.,Department of Neurosciences, University of Montreal, Montreal, Quebec, Canada.,Department of Social and Preventative Medicine, University of Montreal, Montreal, Quebec, Canada
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Subota A, Khan S, Josephson CB, Manji S, Lukmanji S, Roach P, Wiebe S, Buchhalter J, Federico P, Teskey GC, Lorenzetti DL, Jetté N. Signs and symptoms of the postictal period in epilepsy: A systematic review and meta-analysis. Epilepsy Behav 2019; 94:243-251. [PMID: 30978637 DOI: 10.1016/j.yebeh.2019.03.014] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 03/08/2019] [Indexed: 12/01/2022]
Abstract
OBJECTIVE The postictal period has many physical, behavioral, and cognitive manifestations associated with it. These signs and symptoms are common, can be quite debilitating, and can have a continued impact long after the seizure has ended. The purpose of this systematic review was to quantify the occurrence of postictal signs and symptoms, along with their frequency and duration in persons with epilepsy. METHODS Cochrane Database of Systematic Reviews, CINAHL, EMBASE, MEDLINE, PsycINFO, Web of Science, and Scopus were searched from inception to November 29, 2017. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting standards were followed. Search terms included subject headings and text words such as convulsion, epilepsy, seizure, postictal, post seizure, seizure recovery, seizure end, Todd's paresis, and Todd's paralysis. Standardized forms were used to collect various study variables. Abstract and full-text review, data abstraction, and quality assessment were all done in duplicate. Study heterogeneity was assessed using the I-squared test, and a random effects model was used to determine estimates. Publication bias was evaluated using funnel plots. RESULTS From 7811 abstracts reviewed, 78 articles met eligibility criteria, with 31 postictal manifestations (signs and/or symptoms) described and 45 studies included in the meta-analysis. The majority of studies described postictal headaches, migraines, and psychoses, with mean weighted frequency of 33.0% [95% confidence interval (CI) 26.0-40.0], 16.0% [95% CI 10.0-22.0], and 4.0% [95% CI 2.0-5.0], respectively. The mean weighted proportions of manifestations ranged from 0.5% (subacute postictal aggression) to 96.2% (postictal unresponsiveness) with symptom duration usually lasting <24 h but up to 2 months for physical and cognitive/behavioral symptoms respectively. SIGNIFICANCE Examining data on the various signs and symptoms of the postictal period will have practical applications for physicians by raising their awareness about these manifestations and informing them about the importance of optimizing their prevention and treatment in epilepsy.
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Affiliation(s)
- Ann Subota
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada
| | - Sundus Khan
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Hotchkiss Brain Institute, University of Calgary, Room 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada; O'Brien Institute of Public Health, University of Calgary, 3rd Floor TRW Building 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada
| | - Sofiya Manji
- Hotchkiss Brain Institute, University of Calgary, Room 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
| | - Sara Lukmanji
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada; Hotchkiss Brain Institute, University of Calgary, Room 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
| | - Pamela Roach
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Hotchkiss Brain Institute, University of Calgary, Room 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Hotchkiss Brain Institute, University of Calgary, Room 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada; O'Brien Institute of Public Health, University of Calgary, 3rd Floor TRW Building 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada
| | - Jeffrey Buchhalter
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada; The Alberta Children's Hospital Research Institute, Calgary, 293 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
| | - Paolo Federico
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada; Hotchkiss Brain Institute, University of Calgary, Room 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
| | - G Campbell Teskey
- Hotchkiss Brain Institute, University of Calgary, Room 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada; Department of Cell Biology and Anatomy, University of Calgary, HMRB 212 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
| | - Diane L Lorenzetti
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Health Sciences Library, University of Calgary, 1450 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
| | - Nathalie Jetté
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, 1195 1403-29 Street, NW Calgary, AB T2N 2T9, Canada; Icahn School of Medicine at Mount Sinai, Department of Neurology, One Gustave L. Levy Place, Box 1137, New York, NY 10029, USA; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3D10 - 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; Hotchkiss Brain Institute, University of Calgary, Room 1A10 - 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada.
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Josephson CB, Engbers JDT, Jette N, Patten SB, Sajobi TT, Marshall D, Lowerison M, Wiebe S. Prescription trends and psychiatric symptoms following first receipt of one of seven common antiepileptic drugs in general practice. Epilepsy Behav 2018; 84:49-55. [PMID: 29753294 DOI: 10.1016/j.yebeh.2018.04.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 04/02/2018] [Accepted: 04/16/2018] [Indexed: 11/15/2022]
Abstract
We sought to examine the risk of psychiatric symptoms associated with a first prescription for specific antiepileptic drugs (AEDs) used in monotherapy in a general cohort of patients with epilepsy. We used The Health Improvement Network database (comprising the years 2000-2012) to identify incident patients with epilepsy. The index date was that on which they met the case definition for epilepsy, and analyses only included patients who remained on monotherapy or received no AED therapy following diagnosis to avoid confounding by polytherapy. Psychiatric symptoms were defined using mental health clinical or treatment (medical or therapeutic) code. We analyzed the AED of interest as a time-varying covariate in multivariate Cox proportional hazard regression models controlling for confounding factors. We identified 9595 patients with incident epilepsy, 7400 of whom (77%) received a first-recorded AED prescription. Prescriptions for newer generation AEDs (lamotrigine and levetiracetam) steadily increased (constituting over 30% of all AED prescriptions by 2012) while valproate use significantly declined in females (~40% in 2002 to just over 20% by 2012). A total of 2190 patients were first exposed to carbamazepine (29.3%) and 222 to lamotrigine (3%), both of which were associated with a lower hazard of any coded psychiatric symptom or disorder in multivariate analyses (hazard ratio [HR]: 0.84, 95% confidence interval [95% CI]: 0.73-0.97; p = 0.02 and HR: 0.83, 95% CI: 0.70-0.99; p = 0.03, respectively, for carbamazepine and lamotrigine). Carbamazepine was also associated with a lower hazard for depression (HR: 0.81; 95% CI: 0.69-0.96; p = 0.013) and anxiety (HR: 0.77; 95% CI: 0.63-0.95; p = 0.013) in secondary analyses. This study provides evidence that carbamazepine and lamotrigine are associated with lower hazards for psychiatric symptoms following a diagnosis of epilepsy. These estimates can be used in clinical settings, and the precision should improve with more contemporary data that include larger proportions of newer generation AEDs.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.
| | | | - Nathalie Jette
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Scott B Patten
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada; Department of Psychiatry, University of Calgary, Calgary, AB, Canada.
| | - Tolulope T Sajobi
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.
| | - Deborah Marshall
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.
| | - Mark Lowerison
- Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada; Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
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Lukmanji S, Sauro KM, Josephson CB, Altura KC, Wiebe S, Jetté N. A longitudinal cohort study on the impact of the clobazam shortage on patients with epilepsy. Epilepsia 2017; 59:468-478. [PMID: 29218701 DOI: 10.1111/epi.13974] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/14/2017] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Drug shortages are occurring at an increasing rate. From May to October 2016, there was a shortage of a level I critical antiepileptic drug, clobazam. We aimed to study the impact of this shortage on patients with epilepsy. METHODS Adult patients from Calgary's Comprehensive Epilepsy Program who were taking clobazam were approached to participate in the study. Baseline data from the clinic prospective registry included clinical variables and presurvey patient-reported outcomes (PROs) such as the Global Assessment of Severity of Epilepsy, the Global Assessment of Disability Associated with Seizures, and the Quality of Life in Epilepsy questionnaire. We used a mixed-methods cross-sectional questionnaire via telephone. We analyzed quantitative data using descriptive methods and qualitative data using a phenomenological approach. RESULTS Of the 85 eligible patients, 84% (n = 71) agreed to participate. Participants ranged from 18 to 78 years old, and 59.2% of participants were female. Overall, 80% of participants experienced some form of medication change due to the shortage. No significant differences were found in the pre- and during-shortage PRO data. However, 6 important themes emerged regarding the impact of the antiepileptic drug shortage on patients: (1) communication and awareness, (2) burden on patients and caregivers, (3) physical impact, (4) psychological impact, (5) health care provider assistance in navigating the shortage, and (6) policy change. SIGNIFICANCE We examined the impact of the clobazam shortage on patients with epilepsy from the patient's perspective and identified 6 important themes. As a result, we were able to gain insight into what patients need to cope with drug shortages and make recommendations that can help mitigate the impact of shortages on patients in the future. Further research is needed to better understand drug shortages from the patient's perspective in various settings and conditions.
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Affiliation(s)
- Sara Lukmanji
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Khara M Sauro
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Colin B Josephson
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - K Chelsea Altura
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Nathalie Jetté
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
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Josephson CB, Gonzalez-Izquierdo A, Denaxas S, Fitzpatrick NK, Sajobi TT, Engbers JDT, Patten S, Jette N, Wiebe S. Serotonin reuptake inhibitors and mortality in epilepsy: A linked primary-care cohort study. Epilepsia 2017; 58:2002-2009. [PMID: 28944447 DOI: 10.1111/epi.13904] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/28/2017] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Preliminary evidence suggests that serotonin reuptake inhibitor (SRI) use may increase postictal respiratory drive and prevent death. We sought to determine whether SRIs are associated with improved all-cause and possible seizure-specific mortality in patients with epilepsy. METHODS Patients with epilepsy and a random 10:1 sample without epilepsy were extracted from The ClinicAl research using LInked Bespoke studies and Electronic health Records (CALIBER) resource. The hazard ratio (HR) of all-cause and possible seizure-specific mortality, treating SRI use as a time-varying covariate, was determined using the date of a second SRI prescription as exposure and in discrete 6-month periods over the entire duration of follow-up. We used Cox regression and competing risk models with Firth correction to calculate the HR. We controlled for age, sex, depression, comorbidity, (Charlson comorbidity index) and socioeconomic status (Index of Multiple Deprivation). RESULTS We identified 2,718,952 eligible patients in CALIBER, of whom 16,379 (0.60%) had epilepsy. Median age and follow-up were 44 (interquartile range [IQR] 29-61]) and 6.4 years (IQR 2.4-10.4 years), respectively, and 53% were female. A total of 2,178 patients (13%) had at least two SRI prescriptions. Hazard of all-cause mortality was significantly elevated following a second prescription for an SRI (HR 1.64 95% confidence interval [95% CI] 1.44-1.86; p < 0.001). The HR was similar in 163,778 age, sex, and general practitioner (GP) practice-matched controls without epilepsy. Exposure to an SRI was not associated with seizure-related death (HR 1.08, 95% CI 0.59-1.97; 0.796). SIGNIFICANCE There is no evidence in this large population-based cohort that SRIs protect against all-cause mortality or seizure-specific mortality. Rather, SRI use was associated with increased mortality, irrespective of epilepsy, which is probably due to various factors associated with the use of antidepressants. Larger studies with systematically collected clinical data are needed to shed further light on these findings.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Arturo Gonzalez-Izquierdo
- Farr Institute of Health Informatics Research, London, United Kingdom.,Institute of Health Informatics, University College London, London, United Kingdom
| | - Spiros Denaxas
- Farr Institute of Health Informatics Research, London, United Kingdom.,Institute of Health Informatics, University College London, London, United Kingdom
| | - Natalie K Fitzpatrick
- Farr Institute of Health Informatics Research, London, United Kingdom.,Institute of Health Informatics, University College London, London, United Kingdom
| | - Tolulope T Sajobi
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Scott Patten
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada
| | - Nathalie Jette
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Abstract
Psychiatric comorbidities, including mood, anxiety, and psychotic disorders, are common in epilepsy, often occurring at rates 2-3-fold or higher than in the general population without epilepsy. This article discusses the epidemiology of psychiatric disorders in epilepsy, hypotheses regarding the pathogenesis of these comorbidities, and treatment implications. More specifically, it addresses: (1) How common are major depressive disorder, anxiety disorders, and psychotic disorders in epilepsy? (2) How does one screen for these psychiatric disorders in persons with epilepsy? (3) Why do psychiatric conditions occur in epilepsy? (4) Is the treatment of psychiatric comorbidity in epilepsy associated with seizures? The important topic of suicide and suicidal ideation in epilepsy, risk factors for their occurrence, and how to screen for these co-existent conditions is also discussed. Finally, gaps in knowledge regarding psychiatric conditions in epilepsy are briefly discussed.
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Affiliation(s)
- Colin B Josephson
- a Department of Clinical Neurosciences , Hotchkiss Brain Institute and O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary , Calgary , AB , Canada
| | - Nathalie Jetté
- a Department of Clinical Neurosciences , Hotchkiss Brain Institute and O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary , Calgary , AB , Canada
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Josephson CB, Lowerison M, Vallerand I, Sajobi TT, Patten S, Jette N, Wiebe S. Association of Depression and Treated Depression With Epilepsy and Seizure Outcomes: A Multicohort Analysis. JAMA Neurol 2017; 74:533-539. [PMID: 28241168 DOI: 10.1001/jamaneurol.2016.5042] [Citation(s) in RCA: 112] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Importance A bidirectional relationship exists between epilepsy and depression. However, any putative biological gradient between depression severity and the risk of epilepsy, and the degree to which depression mediates the influence of independent risk factors for epilepsy, has yet to be examined. Objective To determine the effect of depression on the risk of epilepsy and seizure outcomes. Design, Setting, and Participants An observational study of a population-based primary care cohort (all patients free of prevalent depression and epilepsy at 18-90 years of age who were active after the Acceptable Mortality Reporting date in The Health Improvement Network database) and a prospectively collected tertiary care cohort (all patients whose data were prospectively collected from the Calgary Comprehensive Epilepsy Programme). The analyses were performed on March 16, 2016. Main Outcome and Measures The hazard of developing epilepsy after incident depression and vice versa was calculated. In addition, a mediation analysis of the effect of depression on risk factors for epilepsy and the odds of seizure freedom stratified by the presence of depression were performed. Results We identified 10 595 709 patients in The Health Improvement Network of whom 229 164 (2.2%) developed depression and 97 177 (0.9%) developed epilepsy. The median age was 44 years (interquartile range, 32-58 years) for those with depression and 56 years (interquartile range, 43-71 years) for those with epilepsy. Significantly more patients with depression (144 373 [63%] were women, and 84 791 [37%] were men; P < .001) or epilepsy (54 419 [56%] were women, and 42 758 [44%] were men; P < .001) were female. Incident epilepsy was associated with an increased hazard of developing depression (hazard ratio [HR], 2.04 [95% CI, 1.97-2.09]; P < .001), and incident depression was associated with an increased hazard of developing epilepsy (HR, 2.55 [95% CI, 2.49-2.60]; P < .001) There was an incremental hazard according to depression treatment type with lowest risk for those receiving counselling alone (HR, 1.84 [95% CI, 1.30-2.59]; P < .001), an intermediate risk for those receiving antidepressants alone (HR, 3.43 [95% CI, 3.37-3.47]; P < .001), and the highest risk for those receiving both (HR, 9.85 [95% CI, 5.74-16.90]; P < .001). Furthermore, depression mediated the relationship between sex, social deprivation, and Charlson Comorbidity Index with incident epilepsy, accounting for 4.6%, 7.1%, and 20.6% of the total effects of these explanatory variables, respectively. In the Comprehensive Epilepsy Programme, the odds of failing to achieve 1-year seizure freedom were significantly higher for those with depression or treated depression. Conclusions and Relevance Common underlying pathophysiological mechanisms may explain the risk of developing epilepsy following incident depression. Treated depression is associated with worse epilepsy outcomes, suggesting that this may be a surrogate for more severe depression and that severity of depression is associated with severity of epilepsy.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada2Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada3Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada4O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Mark Lowerison
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada5Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Isabelle Vallerand
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Tolulope T Sajobi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada2Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada3Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada4O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Scott Patten
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada3Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada4O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada6Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Nathalie Jette
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada2Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada3Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada4O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada2Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada3Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada4O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada5Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Josephson CB, Patten SB, Bulloch A, Williams JVA, Lavorato D, Fiest KM, Secco M, Jette N. The impact of seizures on epilepsy outcomes: A national, community-based survey. Epilepsia 2017; 58:764-771. [PMID: 28345152 DOI: 10.1111/epi.13723] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/16/2017] [Indexed: 11/28/2022]
Abstract
OBJECTIVE The aim of this study was to examine the impact of seizures on persons living with epilepsy in a national, community-based setting. METHODS The data source was the Survey of Living with Neurological Conditions in Canada (SLNCC), a cohort derived from a national population-based survey of noninstitutionalized persons aged 15 or more years. Participants had to be on a seizure drug or to have had a seizure in the past 5 years to meet the definition of active epilepsy. The respondents were further stratified by seizure status: the seizure group experienced ≥1 seizure in the past 5 years versus the no seizure group who were seizure-free in the past ≥5 years regardless of medication status. Weighted overall and stratified prevalence estimates and odds ratios were used to estimate associations. RESULTS The SLNCC included 713 persons with epilepsy with a mean age of 45.4 (standard deviation 18.0) years. Fewer people in the seizure group (42.7%) reported being much better than a year ago versus those in the no seizure group (70.1%). Of those with seizures, 32.1% (95% confidence interval [95% CI] 18.8-45.3) had symptoms suggestive of major depression (as per the Patient Health Questionnaire-9) compared to 7.7% (95% CI 3.4-11.9) of those without seizures. Driving, educational, and work opportunities were also significantly limited, whereas stigma was significantly greater in those with seizures. SIGNIFICANCE This community-based study emphasizes the need for seizure freedom to improve clinical and psychosocial outcomes in persons with epilepsy. Seizure freedom has an important influence on overall health, as those with at least one seizure over the prior 5 years had an increased risk of mood disorders, worse quality of life, and faced significantly more stigma.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Scott B Patten
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada
| | - Andrew Bulloch
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada.,Mathison Centre for Mental Health Research and Education, University of Calgary, Calgary, Alberta, Canada
| | - Jeanne V A Williams
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Dina Lavorato
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kirsten M Fiest
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada.,Department of Critical Care, University of Calgary, Calgary, Alberta, Canada
| | - Mary Secco
- Canadian Epilepsy Alliance, London, Ontario, Canada.,Neurological Health Charities Canada, London, Ontario, Canada
| | - Nathalie Jette
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada
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Josephson CB, Sandy S, Jette N, Sajobi TT, Marshall D, Wiebe S. A systematic review of clinical decision rules for epilepsy. Epilepsy Behav 2016; 57:69-76. [PMID: 26922491 DOI: 10.1016/j.yebeh.2016.01.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 01/14/2016] [Accepted: 01/18/2016] [Indexed: 11/28/2022]
Abstract
Clinical decision rules (CDRs) have been empirically demonstrated to improve patient satisfaction and enhance cost-effective care. The use of CDRs has not yet been robustly explored for epilepsy. We performed a systematic review of MEDLINE (from 1946) and Embase (from 1947) using Medical Subject Headings and keywords related to CDRs and epilepsy. We included original research of any language deriving, validating, or implementing a CDR using standardized definitions. Study quality was determined using a modified version of previously published criteria. A bivariate model was used to meta-analyze studies undergoing sequential derivation and validation studies. Of 2445 unique articles, 5 were determined to be relevant to this review. Three were derivation studies (three diagnostic and one therapeutic), one validation study, and one combined derivation and validation study. No implementation studies were identified. Study quality varied but was primarily of a moderate level. Two CDRs were validated and, thus, able to be meta-analyzed. Although initial measures of accuracy were high (sensitivity ~80% or above), they tended to diminish significantly in the validation studies. The pooled estimates of sensitivity and specificity both exhibited wide 95% confidence and prediction intervals that may limit their utility in routine practice. Despite the advances in therapeutic and diagnostic interventions for epilepsy, few CDRs have been developed to guide their use. Future CDRs should address common clinical scenarios such as efficient use of diagnostic tools and optimal clinical treatment decisions. Given their potential for advancing efficient, evidence-based, patient-centered healthcare, CDR development should be a priority in epilepsy.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada.
| | - Sherry Sandy
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada.
| | - Nathalie Jette
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
| | - Tolulope T Sajobi
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
| | - Deborah Marshall
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.
| | - Samuel Wiebe
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
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Josephson CB, Engbers JDT, Sajobi TT, Jette N, Agha-Khani Y, Federico P, Murphy W, Pillay N, Wiebe S. An investigation into the psychosocial effects of the postictal state. Neurology 2016; 86:723-30. [PMID: 26819455 DOI: 10.1212/wnl.0000000000002398] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2015] [Accepted: 10/28/2015] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To determine whether postictal cognitive and behavioral impairment (PCBI) is independently associated with specific aspects of a patient's psychosocial health in those with epilepsy and nonepileptic events. METHODS We used the University of Calgary's Comprehensive Epilepsy Clinic prospective cohort database to identify patients reporting PCBI. The cohort was stratified into those diagnosed with epilepsy or nonepileptic events at first clinic visit. Univariate comparisons and stepwise multiple logistic regression with backward elimination method were used to identify factors associated with PCBI for individuals with epilepsy and those with nonepileptic events. We then determined if PCBI was independently associated with depression and the use of social assistance when controlling for known risk factors. RESULTS We identified 1,776 patients, of whom 1,510 (85%) had epilepsy and 235 had nonepileptic events (13%). PCBI was independently associated with depression in those with epilepsy (odds ratio [OR] 1.73; 95% confidence interval [CI] 1.06-2.83; p = 0.03) and with the need for social assistance in those with nonepileptic events (OR 4.81; 95% CI 2.02-11.42; p < 0.001). CONCLUSIONS PCBI appears to be significantly associated with differing psychosocial outcomes depending on the patient's initial diagnosis. Although additional research is necessary to examine causality, our results suggest that depression and employment concerns appear to be particularly important factors for patients with PCBI and epilepsy and nonepileptic attacks, respectively.
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Affiliation(s)
- Colin B Josephson
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada
| | - Jordan D T Engbers
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada
| | - Tolulope T Sajobi
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada
| | - Nathalie Jette
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada
| | - Yahya Agha-Khani
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada
| | - Paolo Federico
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada
| | - William Murphy
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada
| | - Neelan Pillay
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada
| | - Samuel Wiebe
- From the Department of Clinical Neurosciences (C.B.J., N.J., Y.A.-K., P.F., W.M., N.P., S.W.), Clinical Research Unit (J.D.T.E., T.T.S., S.W.), and Department of Community Health Sciences (T.T.S., N.J., S.W.), Cumming School of Medicine, Hotchkiss Brain Institute (T.T.S., N.J., P.F., S.W.), and O'Brien Institute of Public Health (T.T.S., N.J., S.W.), University of Calgary, Canada.
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Josephson CB, Engbers JDT, Sajobi TT, Jette N, Agha-Khani Y, Federico P, Murphy W, Pillay N, Wiebe S. Towards a clinically informed, data-driven definition of elderly onset epilepsy. Epilepsia 2015; 57:298-305. [PMID: 26648047 DOI: 10.1111/epi.13266] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2015] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Elderly onset epilepsy represents a distinct subpopulation that has received considerable attention due to the unique features of the disease in this age group. Research into this particular patient group has been limited by a lack of a standardized definition and understanding of the attributes associated with elderly onset epilepsy. METHODS We used a prospective cohort database to examine differences in patients stratified according to age of onset. Linear support vector machine learning incorporating all significant variables was used to predict age of onset according to prespecified thresholds. Sensitivity and specificity were calculated and plotted in receiver-operating characteristic (ROC) space. Feature coefficients achieving an absolute value of 0.25 or greater were graphed by age of onset to define how they vary with time. RESULTS We identified 2,449 patients, of whom 149 (6%) had an age of seizure onset of 65 or older. Fourteen clinical variables had an absolute predictive value of at least 0.25 at some point over the age of epilepsy-onset spectrum. Area under the curve in ROC space was maximized between ages of onset of 65 and 70. Features identified through machine learning were frequently threshold specific and were similar, but not identical, to those revealed through simple univariable and multivariable comparisons. SIGNIFICANCE This study provides an empirical, clinically informed definition of "elderly onset epilepsy." If validated, an age threshold of 65-70 years can be used for future studies of elderly onset epilepsy and permits targeted interventions according to the patient's age of onset.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Jordan D T Engbers
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Tolulope T Sajobi
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences and O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Nathalie Jette
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences and O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Yahya Agha-Khani
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Paolo Federico
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - William Murphy
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Neelan Pillay
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Samuel Wiebe
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.,Clinical Research Unit, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences and O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
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Josephson CB, Sauro K, Wiebe S, Clement F, Jette N. Medical vs. invasive therapy in AVM-related epilepsy: Systematic review and meta-analysis. Neurology 2015; 86:64-71. [PMID: 26643547 DOI: 10.1212/wnl.0000000000002240] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Accepted: 08/27/2015] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To compare invasive arteriovenous malformation (AVM) therapy to conservative management using only antiepileptic drugs (AEDs) for achieving seizure freedom in patients with AVM-related epilepsy. METHODS We searched Medline, Embase, and Cochrane Central up to June 2015 using epilepsy and AVM Medical Subject Headings and keywords. We included original research involving controlled observational cohort studies or randomized controlled trials (RCTs) comparing seizure outcomes between invasive AVM treatments vs. AED management alone, and uncontrolled case series of invasive AVM therapy for seizures that contained ≥20 patients. The estimates of seizure freedom were pooled using meta-analysis for the controlled trials, while the estimates for the case series were evaluated using descriptive statistics. RESULTS Of 2,166 identified abstracts, 98 were reviewed in full text, of which 31 were included in the final dataset. We identified 2 controlled observational studies (n = 106 patients) and 29 uncontrolled case series. We identified 1 RCT but it did not report seizure outcomes. The pooled risk ratio for seizure freedom in controlled studies (0.99; 95% confidence interval [CI] 0.69, 1.43) did not indicate superiority to either approach. Seizure freedom in case series varied from 19% (95% CI 11, 30%) to 95% (95% CI 76, 99%) at last follow-up. CONCLUSIONS There is insufficient evidence available to determine if invasive AVM management is superior to AED only for controlling seizures. An RCT of interventional vs. medical management using standardized epilepsy-specific presurgical protocols is warranted.
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Affiliation(s)
- Colin B Josephson
- From the Department of Clinical Neurosciences and Hotchkiss Brain Institute (C.B.J., S.W., N.J.) and the Department of Community Health Sciences and O'Brien Institute for Public Health (C.B.J., K.S., S.W., F.C., N.J.), University of Calgary, Canada
| | - Khara Sauro
- From the Department of Clinical Neurosciences and Hotchkiss Brain Institute (C.B.J., S.W., N.J.) and the Department of Community Health Sciences and O'Brien Institute for Public Health (C.B.J., K.S., S.W., F.C., N.J.), University of Calgary, Canada
| | - Samuel Wiebe
- From the Department of Clinical Neurosciences and Hotchkiss Brain Institute (C.B.J., S.W., N.J.) and the Department of Community Health Sciences and O'Brien Institute for Public Health (C.B.J., K.S., S.W., F.C., N.J.), University of Calgary, Canada
| | - Fiona Clement
- From the Department of Clinical Neurosciences and Hotchkiss Brain Institute (C.B.J., S.W., N.J.) and the Department of Community Health Sciences and O'Brien Institute for Public Health (C.B.J., K.S., S.W., F.C., N.J.), University of Calgary, Canada
| | - Nathalie Jette
- From the Department of Clinical Neurosciences and Hotchkiss Brain Institute (C.B.J., S.W., N.J.) and the Department of Community Health Sciences and O'Brien Institute for Public Health (C.B.J., K.S., S.W., F.C., N.J.), University of Calgary, Canada.
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Jinadasa T, Josephson CB, Boucher A, Orlowski J. Determinants of Cation Permeation and Drug Sensitivity in Predicted Transmembrane Helix 9 and Adjoining Exofacial Re-entrant Loop 5 of Na+/H+ Exchanger NHE1. J Biol Chem 2015; 290:18173-18186. [PMID: 26063808 DOI: 10.1074/jbc.m115.642199] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Indexed: 12/25/2022] Open
Abstract
Mammalian Na(+)/H(+) exchangers (NHEs) regulate numerous physiological processes and are involved in the pathogenesis of several diseases, including tissue ischemia and reperfusion injuries, cardiac hypertrophy and failure, and cancer progression. Hence, NHEs are being targeted for pharmaceutical-based clinical therapies, but pertinent information regarding the structural elements involved in cation translocation and drug binding remains incomplete. Molecular manipulations of the prototypical NHE1 isoform have implicated several predicted membrane-spanning (M) helices, most notably M4, M9, and M11, as important determinants of cation permeation and drug sensitivity. Here, we have used substituted-cysteine accessibility mutagenesis and thiol-modifying methanethiosulfonate (MTS) reagents to further probe the involvement of evolutionarily conserved sites within M9 (residues 342-363) and the adjacent exofacial re-entrant loop 5 between M9 and M10 (EL5; residues 364-415) of a cysteine-less variant of rat NHE1 on its kinetic and pharmacological properties. MTS treatment significantly reduced the activity of mutants containing substitutions within M9 (H353C, S355C, and G356C) and EL5 (G403C and S405C). In the absence of MTS, mutants S355C, G403C, and S405C showed modest to significant decreases in their apparent affinities for Na(+) o and/or H(+) i. In addition, mutations Y370C and E395C within EL5, whereas failing to confer sensitivity to MTS, nevertheless, reduced the affinity for Na(+) o, but not for H(+) i. The Y370C mutant also exhibited higher affinity for ethylisopropylamiloride, a competitive antagonist of Na(+) o transport. Collectively, these results further implicate helix M9 and EL5 of NHE1 as important elements involved in cation transport and inhibitor sensitivity, which may inform rational drug design.
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Affiliation(s)
- Tushare Jinadasa
- Department of Physiology, McGill University, Montréal, Québec H3G 1Y6
| | - Colin B Josephson
- Department of Physiology, McGill University, Montréal, Québec H3G 1Y6; Division of Clinical Neurosciences, University of Calgary Foothills Medical Centre, Calgary, Alberta T2N 2T9, Canada
| | - Annie Boucher
- Department of Physiology, McGill University, Montréal, Québec H3G 1Y6
| | - John Orlowski
- Department of Physiology, McGill University, Montréal, Québec H3G 1Y6.
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Abstract
Among the spectrum of intracranial vascular malformations (IVMs), arteriovenous malformations (AVMs), and cavernous malformations (CCMs) are of particular importance for epilepsy. Seizures are a common mode of presentation for both conditions. Seizures may occur de novo or secondary to intracerebral hemorrhage. Timely imaging is thus crucial for patients with seizures and AVMs or CCMs. Patients with a first-ever AVM- or CCM-related seizure can now be considered to have epilepsy according to the International League Against Epilepsy criteria. Observational studies and case series suggest that between 45 to 78% of patients with AVM-related epilepsy and 47 to 60% of patients with CCM-related epilepsy may achieve seizure freedom through antiepileptic drugs (AEDs) alone. Invasive procedures are available although current evidence suggests that epilepsy-specific preintervention evaluations are underused. Randomized controlled trials and population-based studies have demonstrated worse short-term functional outcomes after routine intervention on unruptured AVMs or CCMs when compared with conservative management. The role of invasive therapy for IVM-related epilepsy has yielded mixed results. Case series have reported high estimates of seizure freedom although these results have not been replicated in controlled observational studies. Randomized controlled trials of immediate invasive therapy versus conservative management, in addition to usual care with AEDs and of different types of treatment and their timing, are warranted for AVMs and CCM-related epilepsy.
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Affiliation(s)
- Colin B Josephson
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Felix Rosenow
- Epilepsy Center Frankfurt Rhine-Main, Department of Neurology, Center of Neurology and Neurosurgery, Goethe-University Frankfurt, Frankfurt a.M.; Germany
| | - Rustam Al-Shahi Salman
- Division of Clinical Neurosciences, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom
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Josephson CB, White PM, Krishan A, Al-Shahi Salman R. Computed Tomographic Angiography or Magnetic Resonance Angiography for Detection of Intracranial Vascular Malformations in Patients With Intracerebral Hemorrhage. Stroke 2015. [DOI: 10.1161/strokeaha.114.007364] [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] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Colin B. Josephson
- From the Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada (C.B.J.); Division of Clinical Neurosciences (C.B.J., R.A.-S.S.), Edinburgh Clinical Trials Unit (A.K.), University of Edinburgh, Edinburgh, United Kingdom; and Institute for Ageing and Health, Newcastle University, Newcastle Upon Tyne, United Kingdom (P.M.W.)
| | - Philip M. White
- From the Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada (C.B.J.); Division of Clinical Neurosciences (C.B.J., R.A.-S.S.), Edinburgh Clinical Trials Unit (A.K.), University of Edinburgh, Edinburgh, United Kingdom; and Institute for Ageing and Health, Newcastle University, Newcastle Upon Tyne, United Kingdom (P.M.W.)
| | - Ashma Krishan
- From the Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada (C.B.J.); Division of Clinical Neurosciences (C.B.J., R.A.-S.S.), Edinburgh Clinical Trials Unit (A.K.), University of Edinburgh, Edinburgh, United Kingdom; and Institute for Ageing and Health, Newcastle University, Newcastle Upon Tyne, United Kingdom (P.M.W.)
| | - Rustam Al-Shahi Salman
- From the Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada (C.B.J.); Division of Clinical Neurosciences (C.B.J., R.A.-S.S.), Edinburgh Clinical Trials Unit (A.K.), University of Edinburgh, Edinburgh, United Kingdom; and Institute for Ageing and Health, Newcastle University, Newcastle Upon Tyne, United Kingdom (P.M.W.)
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Josephson CB, White PM, Krishan A, Al‐Shahi Salman R. Computed tomography angiography or magnetic resonance angiography for detection of intracranial vascular malformations in patients with intracerebral haemorrhage. Cochrane Database Syst Rev 2014; 2014:CD009372. [PMID: 25177839 PMCID: PMC6544803 DOI: 10.1002/14651858.cd009372.pub2] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND Intracranial vascular malformations (brain or pial/dural arteriovenous malformations/fistulae, and aneurysms) are the leading cause of intracerebral haemorrhage (ICH) in young adults. Early identification of the intracranial vascular malformation may improve outcome if treatment can prevent ICH recurrence. Catheter intra-arterial digital subtraction angiography (IADSA) is considered the reference standard for the detection an intracranial vascular malformation as the cause of ICH. Computed tomography angiography (CTA) and magnetic resonance angiography (MRA) are less invasive than IADSA and may be as accurate for identifying some causes of ICH. OBJECTIVES To evaluate the diagnostic test accuracy of CTA and MRA versus IADSA for the detection of intracranial vascular malformations as a cause of ICH. SEARCH METHODS We searched MEDLINE (1948 to August 2013), EMBASE (1980 to August 2013), MEDION (August 2013), the Database of Abstracts of Reviews of Effects (DARE; August 2013), the Health Technology Assessment Database (HTA; August 2013), ClinicalTrials.gov (August 2013), and WHO ICTRP (International Clinical Trials Register Portfolio; August 2013). We also performed a cited reference search for forward tracking of relevant articles on Google Scholar (http://scholar.google.com/), screened bibliographies, and contacted authors to identify additional studies. SELECTION CRITERIA We selected studies reporting data that could be used to construct contingency tables that compared CTA or MRA, or both, with IADSA in the same patients for the detection of intracranial vascular malformations following ICH. DATA COLLECTION AND ANALYSIS Two authors (CBJ and RA-SS) independently extracted data on study characteristics and measures of test accuracy. Two authors (CBJ and PMW) independently extracted data on test characteristics. We obtained data restricted to the subgroup undergoing IADSA in studies using multiple reference standards. We combined data using the bivariate model. We generated forest plots of the sensitivity and specificity of CTA and MRA and created a summary receiver operating characteristic plot. MAIN RESULTS Eleven studies (n = 927 participants) met our inclusion criteria. Eight studies compared CTA with IADSA (n = 526) and three studies compared MRA with IADSA (n = 401). Methodological quality varied considerably among studies, with partial verification bias in 7/11 (64%) and retrospective designs in 5/10 (50%). In studies of CTA, the pooled estimate of sensitivity was 0.95 (95% confidence interval (CI) 0.90 to 0.97) and specificity was 0.99 (95% CI 0.95 to 1.00). The results remained robust in a sensitivity analysis in which only studies evaluating adult patients (≥ 16 years of age) were included. In studies of MRA, the pooled estimate of sensitivity was 0.98 (95% CI 0.80 to 1.00) and specificity was 0.99 (95% CI 0.97 to 1.00). An indirect comparison of CTA and MRA using a bivariate model incorporating test type as one of the parameters failed to reveal a statistically significant difference in sensitivity or specificity between the two imaging modalities (P value = 0.6). AUTHORS' CONCLUSIONS CTA and MRA appear to have good sensitivity and specificity following ICH for the detection of intracranial vascular malformations, although several of the included studies had methodological shortcomings (retrospective designs and partial verification bias in particular) that may have increased apparent test accuracy.
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Affiliation(s)
- Colin B Josephson
- University of CalgaryDepartment of Clinical Neurosciences12th Floor, Foothills Medical Centre1403‐29 Street NWCalgaryABCanadaT2N 2T9
- University of EdinburghDivision of Clinical NeurosciencesEdinburghUK
| | - Philip M White
- Newcastle UniversityInstitute for Ageing and Health3‐4 Claremont TerraceNewcastle Upon TyneUKNE2 4AE
| | - Ashma Krishan
- University of EdinburghEdinburgh Clinical Trials UnitOutpatients Building, 2nd FloorWestern General Hospital, Crewe Road SouthEdinburghUKEH4 2XU
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Moultrie F, Horne MA, Josephson CB, Hall JM, Counsell CE, Bhattacharya JJ, Papanastassiou V, Sellar RJ, Warlow CP, Murray GD, Al-Shahi Salman R. Outcome after surgical or conservative management of cerebral cavernous malformations. Neurology 2014; 83:582-9. [PMID: 24994841 DOI: 10.1212/wnl.0000000000000684] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE There have been few comparative studies of microsurgical excision vs conservative management of cerebral cavernous malformations (CCM) and none of them has reliably demonstrated a statistically and clinically significant difference. METHODS We conducted a prospective, population-based study to identify and independently validate definite CCM diagnoses first made in 1999-2003 in Scottish adult residents. We used multiple sources of prospective follow-up to assess adults' dependence and to identify and independently validate outcome events. We used univariate and multivariable survival analyses to test the influence of CCM excision on outcome, adjusted for prognostic factors and baseline imbalances. RESULTS Of 134 adults, 25 underwent CCM excision; these adults were younger (34 vs 43 years at diagnosis, p = 0.004) and more likely to present with symptomatic intracranial hemorrhage or focal neurologic deficit than adults managed conservatively (48% vs 26%; odds ratio 2.7, 95% confidence interval [CI] 1.1-6.5). During 5 years of follow-up, CCM excision was associated with a deterioration to an Oxford Handicap Scale score 2-6 sustained over at least 2 successive years (adjusted hazard ratio [HR] 2.2, 95% CI 1.1-4.3) and the occurrence of symptomatic intracranial hemorrhage or new focal neurologic deficit (adjusted HR 3.6, 95% CI 1.3-10.0). CONCLUSIONS CCM excision was associated with worse outcomes over 5 years compared to conservative management. Long-term follow-up will determine whether this difference is sustained over patients' lifetimes. Meanwhile, a randomized controlled trial appears justified. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that CCM excision worsens short-term disability scores and increases the risk of symptomatic intracranial hemorrhage and new focal neurologic deficits.
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Affiliation(s)
- Fiona Moultrie
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Margaret A Horne
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Colin B Josephson
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Julie M Hall
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Carl E Counsell
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Jo J Bhattacharya
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Vakis Papanastassiou
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Robin J Sellar
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Charles P Warlow
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Gordon D Murray
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK
| | - Rustam Al-Shahi Salman
- From the Division of Clinical Neurosciences, Centre for Clinical Brain Sciences (F.M., C.B.J., J.M.H., R.J.S., C.P.W., R.A.-S.S.), and Centre for Population Health Sciences (M.A.H., G.D.M.), University of Edinburgh; the Division of Applied Health Sciences (C.E.C.), University of Aberdeen; and the Institute of Neurological Sciences (J.J.B., V.P.), Southern General Hospital, Glasgow, UK.
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Al-Shahi Salman R, White PM, Counsell CE, du Plessis J, van Beijnum J, Josephson CB, Wilkinson T, Wedderburn CJ, Chandy Z, St George EJ, Sellar RJ, Warlow CP. Outcome after conservative management or intervention for unruptured brain arteriovenous malformations. JAMA 2014; 311:1661-9. [PMID: 24756516 DOI: 10.1001/jama.2014.3200] [Citation(s) in RCA: 169] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Whether conservative management is superior to interventional treatment for unruptured brain arteriovenous malformations (bAVMs) is uncertain because of the shortage of long-term comparative data. OBJECTIVE To compare the long-term outcomes of conservative management vs intervention for unruptured bAVM. DESIGN, SETTING, AND POPULATION Population-based inception cohort study of 204 residents of Scotland aged 16 years or older who were first diagnosed as having an unruptured bAVM during 1999-2003 or 2006-2010 and followed up prospectively for 12 years. EXPOSURES Conservative management (no intervention) vs intervention (any endovascular embolization, neurosurgical excision, or stereotactic radiosurgery alone or in combination). MAIN OUTCOMES AND MEASURES Cox regression analyses, with multivariable adjustment for prognostic factors and baseline imbalances if hazards were proportional, to compare rates of the primary outcome (death or sustained morbidity of any cause by Oxford Handicap Scale [OHS] score ≥2 for ≥2 successive years [0 = no symptoms and 6 = death]) and the secondary outcome (nonfatal symptomatic stroke or death due to bAVM, associated arterial aneurysm, or intervention). RESULTS Of 204 patients, 103 underwent intervention. Those who underwent intervention were younger, more likely to have presented with seizure, and less likely to have large bAVMs than patients managed conservatively. During a median follow-up of 6.9 years (94% completeness), the rate of progression to the primary outcome was lower with conservative management during the first 4 years of follow-up (36 vs 39 events; 9.5 vs 9.8 per 100 person-years; adjusted hazard ratio, 0.59; 95% CI, 0.35-0.99), but rates were similar thereafter. The rate of the secondary outcome was lower with conservative management during 12 years of follow-up (14 vs 38 events; 1.6 vs 3.3 per 100 person-years; adjusted hazard ratio, 0.37; 95% CI, 0.19-0.72). CONCLUSIONS AND RELEVANCE Among patients aged 16 years or older diagnosed as having unruptured bAVM, use of conservative management compared with intervention was associated with better clinical outcomes for up to 12 years. Longer follow-up is required to understand whether this association persists.
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Affiliation(s)
- Rustam Al-Shahi Salman
- Division of Clinical Neurosciences, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland
| | - Philip M White
- Institute for Ageing and Health, Newcastle University, Newcastle-upon-Tyne, England
| | - Carl E Counsell
- Division of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland
| | - Johann du Plessis
- Institute of Neurological Sciences, Southern General Hospital, Glasgow, Scotland
| | - Janneke van Beijnum
- Department of Neurosurgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Colin B Josephson
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Tim Wilkinson
- Division of Clinical Neurosciences, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland
| | | | - Zoe Chandy
- Division of Clinical Neurosciences, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland
| | - E Jerome St George
- Institute of Neurological Sciences, Southern General Hospital, Glasgow, Scotland
| | - Robin J Sellar
- Division of Clinical Neurosciences, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland
| | - Charles P Warlow
- Division of Clinical Neurosciences, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland
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