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Levine DA, Oh PS, Nash KA, Simmons W, Grinspan ZM, Abramson EL, Platt SL, Green C. Pediatric Mental Health Emergencies During 5 COVID-19 Waves in New York City. Pediatrics 2023; 152:e2022060553. [PMID: 37860839 DOI: 10.1542/peds.2022-060553] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/14/2023] [Indexed: 10/21/2023] Open
Abstract
OBJECTIVES To describe the proportion of pediatric mental health emergency department (MH-ED) visits across 5 COVID-19 waves in New York City (NYC) and to examine the relationship between MH-ED visits, COVID-19 prevalence, and societal restrictions. METHODS We conducted a time-series analysis of MH-ED visits among patients ages 5 to 17 years using the INSIGHT Clinical Research Network, a database from 5 medical centers in NYC from January 1, 2016, to June 12, 2022. We estimated seasonally adjusted changes in MH-ED visit rates during the COVID-19 pandemic, compared with predicted prepandemic levels, specific to each COVID-19 wave and stratified by mental health diagnoses and sociodemographic characteristics. We estimated associations between MH-ED visit rates, COVID-19 prevalence, and societal restrictions measured by the Stringency Index. RESULTS Of 686 500 ED visits in the cohort, 27 168 (4.0%) were MH-ED visits. The proportion of MH-ED visits was higher during each COVID-19 wave compared with predicted prepandemic trends. Increased MH-ED visits were seen for eating disorders across all waves; anxiety disorders in all except wave 3; depressive disorders and suicidality/self-harm in wave 2; and substance use disorders in waves 2, 4, and 5. MH-ED visits were increased from expected among female, adolescent, Asian race, high Child Opportunity Index patients. There was no association between MH-ED visits and NYC COVID-19 prevalence or NY State Stringency Index. CONCLUSIONS The proportion of pediatric MH-ED visits during the COVID-19 pandemic was higher during each wave compared with the predicted prepandemic period, with varied increases among diagnostic and sociodemographic subgroups. Enhanced pediatric mental health resources are essential to address these findings.
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Affiliation(s)
- Deborah A Levine
- Departments of Emergency Medicine and Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, New York
| | - P Stephen Oh
- Department of Surgery, Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, New York
| | - Katherine A Nash
- Department of Pediatrics, New York Presbyterian Morgan Stanley Childrens Hospital, Columbia University, New York City, New York
| | - Will Simmons
- Department of Population Health, Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, New York
| | - Zachary M Grinspan
- Department of Pediatrics, Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, New York
| | - Erika L Abramson
- Department of Pediatrics, Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, New York
| | - Shari L Platt
- Departments of Emergency Medicine and Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, New York
| | - Cori Green
- Department of Pediatrics, Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, New York
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Barbour K, Tian N, Yozawitz EG, Wolf S, McGoldrick PE, Sands TT, Nelson A, Basma N, Grinspan ZM. Creating rare epilepsy cohorts using keyword search in electronic health records. Epilepsia 2023; 64:2738-2749. [PMID: 37498137 PMCID: PMC10984273 DOI: 10.1111/epi.17725] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 07/23/2023] [Accepted: 07/24/2023] [Indexed: 07/28/2023]
Abstract
OBJECTIVE Administrative codes to identify people with rare epilepsies in electronic health records are limited. The current study evaluated the use of keyword search as an alternative method for rare epilepsy cohort creation using electronic health records data. METHODS Data included clinical notes from encounters with International Classification of Diseases, Ninth Revision (ICD-9) codes for seizures, epilepsy, and/or convulsions during 2010-2014, across six health care systems in New York City. We identified cases with rare epilepsies by searching clinical notes for keywords associated with 33 rare epilepsies. We validated cases via manual chart review. We compared the performance of keyword search to manual chart review using positive predictive value (PPV), sensitivity, and F-score. We selected an initial combination of keywords using the highest F-scores. RESULTS Data included clinical notes from 77 924 cases with ICD-9 codes for seizures, epilepsy, and/or convulsions. The all-keyword search method identified 6095 candidates, and manual chart review confirmed that 2068 (34%) had a rare epilepsy. The initial combination method identified 1862 cases with a rare epilepsy, and this method performed as follows: PPV median = .64 (interquartile range [IQR] = .50-.81, range = .20-1.00), sensitivity median = .93 (IQR = .76-1.00, range = .10-1.00), and F-score median = .71 (IQR = .63-.85, range = .18-1.00). Using this method, we identified four cohorts of rare epilepsies with over 100 individuals, including infantile spasms, Lennox-Gastaut syndrome, Rett syndrome, and tuberous sclerosis complex. We identified over 50 individuals with two rare epilepsies that do not have specific ICD-10 codes for cohort creation (epilepsy with myoclonic atonic seizures, Sturge-Weber syndrome). SIGNIFICANCE Keyword search is an effective method for cohort creation. These findings can improve identification and surveillance of individuals with rare epilepsies and promote their referral to specialty clinics, clinical research, and support groups.
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Affiliation(s)
- Kristen Barbour
- University of California San Diego, San Diego, California, USA
| | - Niu Tian
- Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Elissa G Yozawitz
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Steven Wolf
- Boston Children's Health Physicians, Hawthorne, New York, USA
- New York Medical College, Valhalla, New York, USA
| | - Patricia E McGoldrick
- Boston Children's Health Physicians, Hawthorne, New York, USA
- New York Medical College, Valhalla, New York, USA
| | - Tristan T Sands
- Columbia University Irving Medical Center, New York, New York, USA
| | - Aaron Nelson
- New York University Langone Medical Center, New York, New York, USA
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LaGrant B, Goldenholz DM, Braun M, Moss RE, Grinspan ZM. Corrigendum to Patterns of Recording Epileptic Spasms in an Electronic Seizure Diary Compared to Video EEG and Historical Cohorts' Pediatric Neurology 122C (2021) (27-34). Pediatr Neurol 2023; 145:155. [PMID: 37117067 DOI: 10.1016/j.pediatrneurol.2023.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Affiliation(s)
- Brian LaGrant
- MD Program, Weill Cornell Medicine, New York, New York
| | - Daniel M Goldenholz
- Division of Epilepsy, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Marvin Braun
- Department of Neurology, Weill Cornell Medicine, New York, New York
| | | | - Zachary M Grinspan
- MD Program, Weill Cornell Medicine, New York, New York; Department of Pediatrics, Weill Cornell Medicine, New York, New York; Department of Population Health Sciences, Weill Cornell Medicine, New York, New York
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Smith CC, Curcio AM, Grinspan ZM. Corrigendum to "Reproductive Health Counseling in Adolescent Women With Epilepsy: A Single-Center Study" Pediatric Neurology 131C (2022)(49-53). Pediatr Neurol 2023:S0887-8994(23)00083-8. [PMID: 37225539 DOI: 10.1016/j.pediatrneurol.2023.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Affiliation(s)
| | - Angela M Curcio
- Department of Pediatrics, Tufts Medical Center, Boston, Massachusetts
| | - Zachary M Grinspan
- Department of Population Health Sciences and Pediatrics, New York-Presbyterian/Weill Cornell Medicine Center, New York, New York
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5
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Cabassa Miskimen A, Cohen LL, Yozawitz EG, Grinspan ZM. Natural history variations for neuronal ceroid lipofuscinosis type 2: In support of newborn screening. Epilepsia 2023; 64:1403-1404. [PMID: 36780254 DOI: 10.1111/epi.17544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 02/08/2023] [Accepted: 02/10/2023] [Indexed: 02/14/2023]
Affiliation(s)
| | - Lilian L Cohen
- Department of Pediatrics, Division of Medical Genetics, Weill Cornell Medical College, New York, New York, USA
| | - Elissa G Yozawitz
- Isabelle Rapin Division of Child Neurology of the Saul R Korey Department of Neurology, Montefiore Medical Center, Albert Einstein College of Medicine, New York, Bronx, USA
| | - Zachary M Grinspan
- Departments of Pediatrics, Neurology, and Population Health Science, Weill Cornell Medicine, New York, New York, USA
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Narayanan N, Langer S, Acker KP, Rosenblatt SD, Simmons W, Wu A, Han JY, Abramson EL, Grinspan ZM, Levine DA. COVID-19 is Observed in Older Children During the Omicron Wave in New York City. J Emerg Med 2023; 64:195-199. [PMID: 36803448 PMCID: PMC9482840 DOI: 10.1016/j.jemermed.2022.09.036] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/16/2022] [Accepted: 09/04/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND The Omicron variant of SARS-CoV-2 has a predilection for the upper airways, causing symptoms such as sore throat, hoarse voice, and stridor. OBJECTIVE We describe a series of children with COVID-19-associated croup in an urban multicenter hospital system. METHODS We conducted a cross-sectional study of children ≤18 years of age presenting to the emergency department during the COVID-19 pandemic. Data were extracted from an institutional data repository comprised of all patients who were tested for SARS-CoV-2. We included patients with a croup diagnosis by International Classification of Diseases, 10th revision code and a positive SARS-CoV-2 test within 3 days of presentation. We compared demographics, clinical characteristics, and outcomes for patients presenting during a pre-Omicron period (March 1, 2020-December 1, 2021) to the Omicron wave (December 2, 2021-February 15, 2022). RESULTS We identified 67 children with croup, 10 (15%) pre-Omicron and 57 (85%) during the Omicron wave. The prevalence of croup among SARS-CoV-2-positive children increased by a factor of 5.8 (95% confidence interval 3.0-11.4) during the Omicron wave compared to prior. More patients were ≥6 years of age in the Omicron wave than prior (19% vs. 0%). The majority were not hospitalized (77%). More patients ≥6 years of age received epinephrine therapy for croup during the Omicron wave (73% vs. 35%). Most patients ≥6 years of age had no croup history (64%) and only 45% were vaccinated against SARS-CoV-2. CONCLUSION Croup was prevalent during the Omicron wave, atypically affecting patients ≥6 years of age. COVID-19-associated croup should be added to the differential diagnosis of children with stridor, regardless of age. © 2022 Elsevier Inc.
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Affiliation(s)
| | | | | | - Steven D Rosenblatt
- Department of Otolaryngology, NewYork-Presbyterian/Weill Cornell Medicine, New York
| | - Will Simmons
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York
| | - Alan Wu
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York
| | | | - Erika L Abramson
- Department of Pediatrics; Department of Population Health Sciences, Weill Cornell Medicine, New York, New York
| | - Zachary M Grinspan
- Department of Pediatrics; Department of Population Health Sciences, Weill Cornell Medicine, New York, New York
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Arnesen RA, Barbour KK, Wu A, Yozawitz EG, Nelson A, Wolf SM, McGoldrick PE, Basma N, Grinspan ZM. Multicenter Assessment of Sturge-Weber Syndrome: A Retrospective Study of Variations in Care and Use of Natural History Data. Pediatr Neurol 2023; 138:8-16. [PMID: 36306727 DOI: 10.1016/j.pediatrneurol.2022.08.009] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 07/25/2022] [Accepted: 08/27/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND We summarize the history of individuals with Sturge-Weber syndrome (SWS) to inform clinical trial design and identify variations in care. METHODS We performed retrospective chart review of individuals with SWS from centers in New York City. We characterized data quality using a novel scoring system. For 13 clinical concepts, we evaluated if data were present and if they were of high quality. RESULTS We included 26 individuals with SWS (58% female; median age at initial visit 7 years; absolute range 1 month to 56 years]). Twenty-two had nevus flammeus, 13 glaucoma, four homonymous hemianopia, and 15 hemiparesis. Nineteen of 21 had at least one confirmed seizure with a known first seizure date, all before 24 months. Most (18 of 26, 69%) epilepsy was controlled. A plurality (10 of 23, 43%) had either normal cognitive function or mild cognitive delays. Aspirin use varied by site (P = 0.02)-at four sites, use was 0% (zero of three), 0% (zero of four), 80% (four of five), and 64% (nine of 14). Data were present for more than 75% of cases for 11 of 13 clinical concepts (missing: age of diagnosis, age of glaucoma onset). There were gaps in level of detail for motor impairments, glaucoma severity, seizure history, cognition, and medication history. CONCLUSIONS Clinical charts have important gaps in the level of detail around core SWS clinical features, limiting value for some natural history studies. Any clinical trial in SWS designed to prevent epilepsy should begin in the first year of life. Variations in use of aspirin suggest de facto clinical equipoise and warrant a comparative effectiveness study.
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Affiliation(s)
| | | | - Alan Wu
- Weill Cornell Medicine, New York, New York
| | - Elissa G Yozawitz
- Montefiore Medical Center, Albert Einstein College of Medicine, New York, New York
| | - Aaron Nelson
- New York University Langone Medical Center, New York, New York
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Acker KP, Levine DA, Varghese M, Nash KA, RoyChoudhury A, Abramson EL, Grinspan ZM, Simmons W, Wu A, Han JY. Indications for Hospitalization in Children with SARS-CoV-2 Infection during the Omicron Wave in New York City. Children (Basel) 2022; 9:1043. [PMID: 35884027 PMCID: PMC9320728 DOI: 10.3390/children9071043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/02/2022] [Accepted: 07/08/2022] [Indexed: 02/05/2023]
Abstract
The emergence of the Omicron variant was accompanied by an acute increase in COVID-19 cases and hospitalizations in New York City. An increased incidence of COVID-19-associated croup in children during the Omicron wave has been recognized, suggesting that there may be other changes in clinical symptoms and severity. To better understand clinical outcomes and health care utilization in children infected with SARS-CoV-2 during the Omicron wave, we performed a cross-sectional study in pediatric patients aged ≤18 years who were tested for SARS-CoV-2 in pediatric emergency departments within a large medical system in New York City from 2 December 2021 to 23 January 2022. We described the clinical characteristics and outcomes of pediatric patients who presented to the pediatric emergency department and were hospitalized with SARS-CoV-2 infection during the Omicron wave in New York City. There were 2515 children tested in the ED for SARS-CoV-2 of whom 794 (31.6%) tested positive. Fifty-eight children were hospitalized for a COVID-19-related indication, representing 7.3% of all COVID-19-positive children and 72% of hospitalized COVID-19-positive children. Most (64%) children hospitalized for a COVID-19-related indication were less than 5 years old. Indications for hospitalization included respiratory symptoms, clinical monitoring of patients with comorbid conditions, and exacerbations of underlying disease. Eleven (19%) hospitalized children were admitted to the ICU and six (10%) required mechanical ventilation. Children infected with COVID-19 during the Omicron wave, particularly those less than 5 years old, were at risk for hospitalization. A majority of hospitalizations were directly related to COVID-19 infection although clinical indications varied with less than a half being admitted for respiratory diseases including croup. Our findings underscore the need for an effective COVID-19 vaccine in those less than 5 years old, continued monitoring for changes in clinical outcomes and health care utilization in children as more SARS-CoV-2 variants emerge, and understanding that children are often admitted for non-respiratory diseases with COVID-19.
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Affiliation(s)
- Karen P. Acker
- Department of Pediatrics, Weill Cornell Medicine, New York, NY 10021, USA; (K.P.A.); (D.A.L.); (M.V.); (E.L.A.); (Z.M.G.)
| | - Deborah A. Levine
- Department of Pediatrics, Weill Cornell Medicine, New York, NY 10021, USA; (K.P.A.); (D.A.L.); (M.V.); (E.L.A.); (Z.M.G.)
- Department of Emergency Medicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Mathew Varghese
- Department of Pediatrics, Weill Cornell Medicine, New York, NY 10021, USA; (K.P.A.); (D.A.L.); (M.V.); (E.L.A.); (Z.M.G.)
| | - Katherine A. Nash
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY 10032, USA;
| | - Arindam RoyChoudhury
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10021, USA; (A.R.); (W.S.); (A.W.)
| | - Erika L. Abramson
- Department of Pediatrics, Weill Cornell Medicine, New York, NY 10021, USA; (K.P.A.); (D.A.L.); (M.V.); (E.L.A.); (Z.M.G.)
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10021, USA; (A.R.); (W.S.); (A.W.)
| | - Zachary M. Grinspan
- Department of Pediatrics, Weill Cornell Medicine, New York, NY 10021, USA; (K.P.A.); (D.A.L.); (M.V.); (E.L.A.); (Z.M.G.)
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10021, USA; (A.R.); (W.S.); (A.W.)
| | - Will Simmons
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10021, USA; (A.R.); (W.S.); (A.W.)
| | - Alan Wu
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10021, USA; (A.R.); (W.S.); (A.W.)
| | - Jin-Young Han
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10021, USA; (A.R.); (W.S.); (A.W.)
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Smith CC, Curcio AM, Grinspan ZM. Reproductive Health Counseling in Adolescent Women With Epilepsy: A Single-Center Study. Pediatr Neurol 2022; 131:49-53. [PMID: 35489277 DOI: 10.1016/j.pediatrneurol.2022.04.005] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 03/20/2022] [Accepted: 04/08/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Counseling adolescent women with epilepsy (WWE) about reproductive health (contraception, sexual activity, and menstruation) is important given the teratogenicity of many antiseizure medications and high rates of contraception failure. Only a third of adolescent WWE report discussing contraception with their epileptologists, demonstrating a significant gap in counseling. METHODS We assessed factors associated with reproductive health counseling by pediatric neurologists via a retrospective chart review of adolescent (aged 12-18 years) WWE seen at a pediatric neurology clinic from 2018 to 2020. RESULTS We analyzed 219 visits among 89 unique WWE. There were 23 documented discussions on contraception (11% of visits), 8 on sexual activity (4%), and 127 on menstruation (58%). When contraception was discussed, sexual activity and menstruation were more frequently discussed. Female providers were more likely to document a discussion of menstruation (OR = 3.2, 95% CI = [1.6, 6.4]). WWE who were older at the time of visit or who had their first seizure at an older age were more likely to have documented discussions of contraception and sexual activity. Neither details of treatment regimen nor epilepsy type was associated with documentation of counseling. CONCLUSIONS A minority of adolescent WWE have documented reproductive health discussions, demonstrating a need for quality improvement projects to address this gap in care.
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Affiliation(s)
| | - Angela M Curcio
- Department of Pediatrics, Tufts Medical Center, Boston, Massachusetts
| | - Zachary M Grinspan
- Department of Population Health Sciences and Pediatrics, New York-Presbyterian/Weill Cornell Medicine Center, New York, New York.
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Berl MM, Moss R, Bumbut A, Donner E, Gaillard WD, Goodkin HP, Grinspan ZM, Kroner BL, Mbwana J, Patel AD, Lapham G. Leveraging electronic patient diaries in SUDEP risk evaluation. Epilepsy Res 2022; 182:106924. [DOI: 10.1016/j.eplepsyres.2022.106924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 03/19/2022] [Accepted: 04/08/2022] [Indexed: 11/29/2022]
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Baumer FM, Mytinger JR, Neville K, Briscoe Abath C, Gutierrez CA, Numis AL, Harini C, He Z, Hussain SA, Berg AT, Chu CJ, Gaillard WD, Loddenkemper T, Pasupuleti A, Samanata D, Singh RK, Singhal NS, Wusthoff CJ, Wirrell EC, Yozawitz E, Knupp KG, Shellhaas RA, Grinspan ZM. Inequities in therapy for infantile spasms: a call to action. Ann Neurol 2022; 92:32-44. [PMID: 35388521 DOI: 10.1002/ana.26363] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 02/22/2022] [Accepted: 03/15/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVE To determine whether selection of treatment for children with infantile spasms (IS) varies by race/ethnicity. METHODS The prospective US National Infantile Spasms Consortium database includes children with IS treated from 2012-2018. We examined the relationship between race/ethnicity and receipt of standard IS therapy (prednisolone, adrenocorticotropic hormone, vigabatrin), adjusting for demographic and clinical variables using logistic regression. Our primary outcome was treatment course, which considered therapy prescribed for the first and, when needed, the second IS treatment together. RESULTS Of 555 children, 324 (58%) were Non-Hispanic white, 55 (10%) Non-Hispanic Black, 24 (4%) Non-Hispanic Asian, 80 (14%) Hispanic, and 72 (13%) Other/Unknown. Most (398, 72%) received a standard treatment course. Insurance type, geographic location, history of prematurity, prior seizures, developmental delay or regression, abnormal head circumference, hypsarrhythmia, and IS etiologies were associated with standard therapy. In adjusted models, Non-Hispanic Black children had lower odds of receiving a standard treatment course compared with Non-Hispanic white children (OR 0.42, 95% CI 0.20-0.89, p = 0.02). Adjusted models also showed that children with public (vs. private) insurance had lower odds of receiving standard therapy for treatment 1 (OR 0.42, CI 0.21-0.84, p = 0.01). INTERPRETATION Non-Hispanic Black children were more often treated with non-standard IS therapies than Non-Hispanic white children. Likewise, children with public (vs. private) insurance were less likely to receive standard therapies. Investigating drivers of inequities, and understanding the impact of racism on treatment decisions, are critical next steps to improve care for patients with IS. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Fiona M Baumer
- Department of Neurology, Division of Child Neurology, Stanford University School of Medicine, Palo Alto, CA
| | - John R Mytinger
- Department of Pediatrics, Division of Pediatric Neurology, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Kerri Neville
- Department of Pediatrics, Division of Pediatric Neurology, University of Michigan (Michigan Medicine), Ann Arbor, MI
| | - Christina Briscoe Abath
- Department of Child Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Camilo A Gutierrez
- Department of Neurology, University of Maryland Medical Center, Baltimore, MD
| | - Adam L Numis
- Department of Neurology, Division of Epilepsy, University of California San Francisco, San Francisco, CA
| | - Chellamani Harini
- Department of Child Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Zihuai He
- Department of Neurology, Division of Child Neurology, Stanford University School of Medicine, Palo Alto, CA
| | - Shaun A Hussain
- Department of Pediatrics, Division of Pediatric Neurology, University of California, Los Angeles, CA
| | - Anne T Berg
- Ann & Robert H. Lurie Children's Hospital of Chicago and Departments of Pediatrics and Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Catherine J Chu
- Department of Neurology, Divisions of Child Neurology and Neurophysiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | | | - Tobias Loddenkemper
- Department of Child Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | | | - Debopam Samanata
- Division of Child Neurology, Department of Pediatrics, University of Arkansas for Medical Sciences, AR
| | - Rani K Singh
- Department of Pediatrics, Atrium Health-Levine Children's, Charlotte, NC
| | - Nilika S Singhal
- Department of Neurology, Division of Epilepsy, University of California San Francisco, San Francisco, CA
| | - Courtney J Wusthoff
- Department of Neurology, Division of Child Neurology, Stanford University School of Medicine, Palo Alto, CA
| | - Elaine C Wirrell
- Department of Neurology, Divisions of Epilepsy and Child and Adolescent Neurology, Mayo Clinic, Rochester, MN
| | - Elissa Yozawitz
- Isabelle Rapin Division of Child Neurology of the Saul R Korey Department of Neurology and Department of Pediatrics, Montefiore Medical Center, NY
| | - Kelly G Knupp
- Department of Pediatrics, New York-Presbyterian Komansky Children's Hospital, Weill Cornell Medicine, New York, NY
| | - Renée A Shellhaas
- Department of Pediatrics, Division of Pediatric Neurology, University of Michigan (Michigan Medicine), Ann Arbor, MI
| | - Zachary M Grinspan
- Department of Pediatrics and Neurology, University of Colorado, Aurora, CO.,Department of Healthcare Policy & Research, New York-Presbyterian Komansky Children's Hospital, Weill Cornell Medicine, New York, NY
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Shah PD, Yun M, Wu A, Arnesen RA, Storey M, Sokoloff M, Shellhaas RA, Turnage C, Axeen EJ, Goodkin HP, Patel AD, Wentzel E, Modi AC, Grinspan ZM. Pediatric Epilepsy Learning Healthcare System Quality of Life (PELHS-QOL-2): A novel health-related quality of life prompt for children with epilepsy. Epilepsia 2021; 63:672-685. [PMID: 34971001 DOI: 10.1111/epi.17156] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 12/10/2021] [Accepted: 12/13/2021] [Indexed: 12/01/2022]
Abstract
OBJECTIVE Pediatric epilepsy is often associated with diminished health-related quality of life (HRQOL). Our aim was to establish the validity of the Pediatric Epilepsy Learning Healthcare System Quality of Life (PELHS-QOL-2) questions, a novel two-item HRQOL prompt for children with epilepsy, primarily for use in clinical care. METHODS We performed a multicenter cross-sectional study to validate the PELHS-QOL-2. Construct validity was established through bivariate comparisons with four comparator measures and known drivers of quality of life in children with epilepsy, as well as by creating an a priori multivariable model to predict the Quality of Life in Childhood Epilepsy Questionnaire (QOLCE-55). Validity generalization was established through bivariate comparisons with demographic and clinical information. Content validity and clinical utility were established by assessing how well the PELHS-QOL-2 met eight design criteria for an HRQOL prompt established by a multistakeholder group of experts. RESULTS The final participant sample included 154 English-speaking caregivers of children with epilepsy (mean age = 9.7 years, range = .5-18, 49% female, 70% White). The PELHS-QOL-2 correlated with the four comparator instruments (ρ = .44-.56), was significantly associated with several known drivers of quality of life in children with epilepsy (p < .05), and predicted QOLCE-55 scores in the multivariate model (adjusted R2 = .54). The PELHS-QOL-2 item was not associated with the age, sex, and ethnicity of the children nor with the setting and location of data collection, although PELHS-QOL-Medications was significantly associated with race (worse for White race). Following both quantitative and qualitative analysis, the PELHS-QOL-2 met seven of eight design criteria. SIGNIFICANCE The PELHS-QOL-2 is a valid HRQOL prompt and is well suited for use in clinical care as a mechanism to routinely initiate conversations with caregivers about quality of life in children with epilepsy. The association of PELHS-QOL-Medications with race merits further study.
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Affiliation(s)
- Pooja D Shah
- Weill Cornell Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Michelle Yun
- Department of Pediatrics, Phoenix Children's Hospital, Phoenix, Arizona, USA
| | - Alan Wu
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York, USA
| | - Rachel A Arnesen
- Weill Cornell Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Margaret Storey
- College of Liberal Arts and Social Sciences, DePaul University, Chicago, Illinois, USA
| | - Max Sokoloff
- Department of Pediatrics, Children's Hospital Los Angeles, Los Angeles, California, USA
| | - Renée A Shellhaas
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Cassie Turnage
- Department of Pediatrics, University of Utah Health, Salt Lake City, Utah, USA
| | - Erika J Axeen
- Department of Neurology, University of Virginia Children's Hospital, Charlottesville, Virginia, USA
| | - Howard P Goodkin
- Department of Neurology, University of Virginia Children's Hospital, Charlottesville, Virginia, USA
| | - Anup D Patel
- Department of Neurology, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Evelynne Wentzel
- Department of Neurology, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Avani C Modi
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Zachary M Grinspan
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York, USA.,Department of Pediatrics, Weill Cornell Medicine, New York, New York, USA
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13
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Samanta D, Beal JC, Grinspan ZM. Automated Identification of Surgical Candidates and Estimation of Postoperative Seizure Freedom in Children - A Focused Review. Semin Pediatr Neurol 2021; 39:100914. [PMID: 34620464 PMCID: PMC9082396 DOI: 10.1016/j.spen.2021.100914] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 08/09/2021] [Accepted: 08/11/2021] [Indexed: 11/15/2022]
Abstract
Surgery is an effective but underused treatment for drug-resistant epilepsy in children. Algorithms to identify surgical candidates and estimate the likelihood of postoperative clinical improvement may be valuable to improve access to epilepsy surgery. We provide a focused review of these approaches. For adults with epilepsy, tools to identify surgical candidates and predict seizure and cognitive outcomes (Ie, Cases for Epilepsy (toolsforepilepsy.com) and Epilepsy Surgery Grading Scale) have been validated and are in use. Analogous tools for children need development. A promising approach is to apply statistical learning tools to clinical datasets, such as electroencephalogram tracings, imaging studies, and the text of clinician notes. Demonstration projects suggest these techniques have the potential to be highly accurate, and await further validation and clinical application.
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Affiliation(s)
- Debopam Samanta
- Neurology Division, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Jules C. Beal
- Department of Pediatrics, Weill Cornell Medicine, New York, NY
| | - Zachary M. Grinspan
- Department of Pediatrics, Weill Cornell Medicine, New York, NY.,Department of Population Health Sciences, Weill Cornell Medicine, New York, NY
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14
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Abstract
INTRODUCTION Computable phenotypes allow identification of well-defined patient cohorts from electronic health record data. Little is known about the accuracy of diagnostic codes for important clinical concepts in pediatric epilepsy, such as (1) risk factors like neonatal hypoxic-ischemic encephalopathy; (2) clinical concepts like treatment resistance; (3) and syndromes like juvenile myoclonic epilepsy. We developed and evaluated the performance of computable phenotypes for these examples using electronic health record data at one center. METHODS We identified gold standard cohorts for neonatal hypoxic-ischemic encephalopathy, pediatric treatment-resistant epilepsy, and juvenile myoclonic epilepsy via existing registries and review of clinical notes. From the electronic health record, we extracted diagnostic and procedure codes for all children with a diagnosis of epilepsy and seizures. We used these codes to develop computable phenotypes and evaluated by sensitivity, positive predictive value, and the F-measure. RESULTS For neonatal hypoxic-ischemic encephalopathy, the best-performing computable phenotype (HIE ICD-9/10 and [brain magnetic resonance imaging (MRI) or electroencephalography (EEG) within 120 days of life] and absence of commonly miscoded conditions) had high sensitivity (95.7%, 95% confidence interval [CI] 85-99), positive predictive value (100%, 95% CI 95-100), and F measure (0.98). For treatment-resistant epilepsy, the best-performing computable phenotype (3 or more antiseizure medicines in the last 2 years or treatment-resistant ICD-10) had a sensitivity of 86.9% (95% CI 79-93), positive predictive value of 69.6% (95% CI 60-79), and F-measure of 0.77. For juvenile myoclonic epilepsy, the best performing computable phenotype (JME ICD-10) had poor sensitivity (52%, 95% CI 43-60) but high positive predictive value (90.4%, 95% CI 81-96); the F measure was 0.66. CONCLUSION The variable accuracy of our computable phenotypes (hypoxic-ischemic encephalopathy high, treatment resistance medium, and juvenile myoclonic epilepsy low) demonstrates the heterogeneity of success using administrative data to identify cohorts important for pediatric epilepsy research.
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Affiliation(s)
- Sabrina Pan
- Department of Population Health Sciences, Weill Cornell Medicine/New York-Presbyterian Hospital, New York, NY, USA
| | - Alan Wu
- Department of Population Health Sciences, Weill Cornell Medicine/New York-Presbyterian Hospital, New York, NY, USA
| | - Mark Weiner
- Department of Population Health Sciences, Weill Cornell Medicine/New York-Presbyterian Hospital, New York, NY, USA
| | - Zachary M Grinspan
- Department of Population Health Sciences, Weill Cornell Medicine/New York-Presbyterian Hospital, New York, NY, USA.,Department of Pediatrics, Weill Cornell Medicine/New York-Presbyterian Hospital, New York, NY, USA
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15
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Grinspan ZM, Knupp KG, Patel AD, Yozawitz EG, Wusthoff CJ, Wirrell EC, Valencia I, Singhal NS, Nordli DR, Mytinger JR, Mitchell WG, Keator CG, Loddenkemper T, Hussain SA, Harini C, Gaillard WD, Fernandez IS, Coryell J, Chu CJ, Berg AT, Shellhaas RA. Comparative Effectiveness of Initial Treatment for Infantile Spasms in a Contemporary US Cohort. Neurology 2021; 97:e1217-e1228. [PMID: 34266919 PMCID: PMC8480478 DOI: 10.1212/wnl.0000000000012511] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 06/24/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To compare the effectiveness of initial treatment for infantile spasms. METHODS The National Infantile Spasms Consortium prospectively followed up children with new-onset infantile spasms that began at age 2 to 24 months at 23 US centers (2012-2018). Freedom from treatment failure at 60 days required no second treatment for infantile spasms and no clinical spasms after 30 days of treatment initiation. We managed treatment selection bias with propensity score weighting and within-center correlation with generalized estimating equations. RESULTS Freedom from treatment failure rates were as follows: adrenocorticotropic hormone (ACTH) 88 of 190 (46%), oral steroids 42 of 95 (44%), vigabatrin 32 of 87 (37%), and nonstandard therapy 4 of 51 (8%). Changing from oral steroids to ACTH was not estimated to affect response (observed 44% estimated to change to 44% [95% confidence interval 34%-54%]). Changing from nonstandard therapy to ACTH would improve response from 8% to 39% (17%-67%), and changing to oral steroids would improve response from 8% to 38% (15%-68%). There were large but not statistically significant estimated effects of changing from vigabatrin to ACTH (29% to 42% [15%-75%]), from vigabatrin to oral steroids (29% to 42% [28%-57%]), and from nonstandard therapy to vigabatrin (8% to 20% [6%-50%]). Among children treated with vigabatrin, those with tuberous sclerosis complex (TSC) responded more often than others (62% vs 29%; p < 0.05). DISCUSSION Compared to nonstandard therapy, ACTH and oral steroids are superior for initial treatment of infantile spasms. The estimated effectiveness of vigabatrin is between that of ACTH/oral steroids and nonstandard therapy, although the sample was underpowered for statistical confidence. When used, vigabatrin worked best for TSC. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that for children with new-onset infantile spasms, ACTH or oral steroids were superior to nonstandard therapies.
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Affiliation(s)
- Zachary M Grinspan
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor.
| | - Kelly G Knupp
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Anup D Patel
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Elissa G Yozawitz
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Courtney J Wusthoff
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Elaine C Wirrell
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Ignacio Valencia
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Nilika S Singhal
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Douglas R Nordli
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - John R Mytinger
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Wendy G Mitchell
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Cynthia G Keator
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Tobias Loddenkemper
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Shaun A Hussain
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Chellamani Harini
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - William D Gaillard
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Ivan S Fernandez
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Jason Coryell
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Catherine J Chu
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Anne T Berg
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
| | - Renee A Shellhaas
- From Weill Cornell Medicine (Z.M.G.), New York, NY; University of Colorado Anschutz Medical Campus (K.G.K.), Aurora; Nationwide Children's Hospital (A.D.P., J.R.M.), Ohio State University, Columbus; Montefiore Medicine (E.G.Y.), Bronx, NY; Stanford University (C.J.W.), Palo Alto, CA; Mayo Clinic (E.W.), Rochester, MN; Drexel University College of Medicine (I.V.), Philadelphia, PA; University of California San Francisco (N.S.S.); University of Chicago Medicine (D.R.N.), IL; Children's Hospital of Los Angeles (W.M.), CA; Cook Children's Hospital (C.G.K.), Fort Worth, TX; Boston Children's Hospital (T.L., C.H., I.S.F.), MA; University of California Los Angeles (S.A.H.); Children's National Hospital (W.D.G.), Washington, DC; Oregon Health Services University (J.C.), Portland; Massachusetts General Hospital (C.J.C.), Boston; Lurie Children's Hospital (A.T.B.), Chicago, IL; and University of Michigan (R.A.S.), Ann Arbor
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LaGrant B, Goldenholz DM, Braun M, Moss RE, Grinspan ZM. Patterns of Recording Epileptic Spasms in an Electronic Seizure Diary Compared With Video-EEG and Historical Cohorts. Pediatr Neurol 2021; 122:27-34. [PMID: 34293636 PMCID: PMC10164279 DOI: 10.1016/j.pediatrneurol.2021.04.008] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 04/14/2021] [Accepted: 04/15/2021] [Indexed: 11/20/2022]
Abstract
BACKGROUND Use of electronic seizure diaries (e-diaries) by caregivers of children with epileptic spasms is not well understood. We describe the demographic and seizure-related information of children with epileptic spasms captured in a widely used e-diary and explore the potential biases in how caregivers report these data. METHODS We analyzed children with epileptic spasms in an e-diary, Seizure Tracker, from 2007 to 2018. We described variables including sex, time of seizure, percentage of spasms occurring as individual spasms (versus in clusters), cluster duration, and number of spasms per cluster. We compared seizure characteristics in the e-diary cohort with published cohorts to identify biases in caregiver-reported epileptic spasms. We also reviewed seizure patterns in a small cohort of children with epileptic spasms monitored on overnight video-electroencephalography (vEEG). RESULTS There were 314 children in the e-diary cohort and nine children in the vEEG cohort. The e-diary cohort was more likely than expected to report counts divisible by five. The e-diary cohort had a lower proportion of nighttime spasms than expected based on data from published cohorts. The e-diary cohort had a significantly lower percentage of spasms as individual spasms, a greater number of spasms per cluster, and a greater cluster duration relative to the vEEG cohort. CONCLUSIONS Caregivers using e-diaries for epileptic spasms may miss individual spams, be more likely to report long clusters, round counts to the nearest five, and underreport nighttime spasms. Clinicians should be aware of these reporting biases when using e-diary data to guide care for children with epileptic spasms.
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Affiliation(s)
- Brian LaGrant
- MD Program, Weill Cornell Medicine, New York, New York
| | - Daniel M Goldenholz
- Division of Epilepsy, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Marvin Braun
- Department of Neurology, Weill Cornell Medicine, New York, New York
| | | | - Zachary M Grinspan
- MD Program, Weill Cornell Medicine, New York, New York; Department of Pediatrics, Weill Cornell Medicine, New York, New York; Department of Population Health Sciences, Weill Cornell Medicine, New York, New York.
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Min JY, Knupp KG, Patel AD, Shellhaas RA, Zhang M, Grinspan ZM. Medication selection, health services outcomes, and cost trajectories for Medicaid beneficiaries with infantile spasms. Epilepsy Res 2021; 176:106733. [PMID: 34333373 DOI: 10.1016/j.eplepsyres.2021.106733] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/25/2021] [Accepted: 07/23/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVE There are three recommended first-line treatments for infantile spasms, adrenocorticotropic hormone (ACTH), oral corticosteroids, and vigabatrin, though non-standard treatments such as topiramate are sometimes selected. Is it uncertain how treatment selection influences health services outcomes. METHODS We conducted a retrospective cohort study of Medicaid beneficiaries newly diagnosed with infantile spasms from 2009-2010. We included infants with a new diagnosis of infantile spasms between age 2-9 months who filled ACTH (reference), prednisolone, vigabatrin, or topiramate prescriptions. Multivariable Cox proportional hazards regression compared time to first emergency department (ED) visit or hospitalization across treatment groups during 2 years of follow-up. Monthly costs for each treatment were examined in 6-month intervals and compared in a multivariable generalized linear model. RESULTS Among 256 children with infantile spasms, 116 received ACTH, 62 prednisolone, 15 vigabatrin, and 63 topiramate. The rate of ED visit or hospitalization per person-year did not differ significantly for prednisolone (0.9 [95 % CI 0.7-1.2]; adjusted hazard ratio [aHR] 0.84, 95 % CI 0.57-1.24), vigabatrin (0.8 [95 % CI 0.4-1.5]; aHR 0.91, 95% CI 0.45-1.84), or topiramate (1.7 [95 % CI 1.3-2.3]; aHR 1.15, 95 % CI 0.80-1.65), when compared to ACTH (1.1 [95 % CI 0.9-1.3]). The median payment for ACTH was $96,406 (interquartile range 70,742-138,476) during the first 6 months. The adjusted mean total payment in the first 6 months was 73% lower for prednisolone (95% CI -82, -61), 69% lower for vigabatrin (95% CI -84, -40), and 73% lower for topiramate (95% CI -82, -59). However, in subsequent 6-month intervals, costs associated with ACTH were not significantly different compared to other treatments. SIGNIFICANCE Compared to other treatments for infantile spasms, use of ACTH was associated with greater cost in the first 6 months of treatment, but not with reduced ED visits or hospitalizations. The cost effectiveness of ACTH depends on its relative clinical efficacy, and merits additional research.
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Affiliation(s)
- Jea Young Min
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, USA
| | - Kelly G Knupp
- Department of Pediatrics and Neurology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Anup D Patel
- Nationwide Children's Hospital, Columbus, OH, USA
| | - Reneé A Shellhaas
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Manyao Zhang
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, USA
| | - Zachary M Grinspan
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, USA; Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA.
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18
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Barbour K, Yozawitz EG, McGoldrick PE, Wolf S, Nelson A, Grinspan ZM. Predictors of SUDEP counseling and implications for designing interventions. Epilepsy Behav 2021; 117:107828. [PMID: 33636525 DOI: 10.1016/j.yebeh.2021.107828] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 01/26/2021] [Accepted: 01/26/2021] [Indexed: 10/22/2022]
Abstract
OBJECTIVE We aimed to describe how often and why clinicians counsel people with epilepsy about sudden unexpected death in epilepsy (SUDEP). Understanding counseling gaps can help design interventions. METHODS We searched clinical notes of 77,924 patients from 2010 to 2014 from six hospitals to find examples of SUDEP counseling and seizure safety counseling. Visits were coded for patient, clinician, and visit factors, and documented reasons for counseling. We evaluated factors associated with SUDEP vs. seizure safety counseling, and reasons for counseling using bivariate and multivariable statistics. Reasons for counseling included: poor medication adherence, lifestyle factors (e.g., poor sleep, drinking alcohol), patient/family reluctance to make recommended medication adjustment, epilepsy surgery considerations, and patient education only. RESULTS Analysis was restricted to two of six hospitals where 91% of counseling occurred. Documentation of SUDEP counseling was rare (332 of 33,821 patients, 1.0%), almost exclusively by epileptologists (98.5% of counseling), and stable over time, X2 (4, n = 996) = 3.81, p = 0.43. Adult neurologists were more likely to document SUDEP counseling than pediatric (OR = 1.65, 95% CI = 1.12-2.44). Most SUDEP counseling was documented with a goal of seizure reduction (214 of 332, 64.5%), though some was for patient education only (118 of 332, 35.5%). By the time SUDEP counseling was documented, the majority of patients had refractory epilepsy (187 of 332, 56.3%) and/or a potentially modifiable risk factor (214 of 332, 64.5%). Neurologists with more years of clinical experience (OR = 2.18, 95% CI = 1.12-4.25) and more senior academic titles (OR = 2.25, 95% CI = 1.27-3.99) were more likely to document SUDEP counseling for patient education only. People with ≥2 anti-seizure medications (ASM) were more likely to receive counseling for patient education (OR = 2.72, 95% CI = 1.49-4.97). CONCLUSIONS Documentation of SUDEP is rare, and varies by clinician, hospital, and patient factors. Efforts to increase SUDEP counseling should focus on junior clinicians, and emphasize starting the conversation soon after onset of epilepsy.
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Affiliation(s)
- Kristen Barbour
- Weill Cornell Medicine, 505 East 70th Street, Helmsley Tower, Ste 605, New York, NY, USA.
| | - Elissa G Yozawitz
- Montefiore Medical Center, Albert Einstein College of Medicine, 3415 Bainbridge Avenue, Bronx, NY, USA.
| | - Patricia E McGoldrick
- New York Medical College, 40 Sunshine Cottage Road, Skyline Suite 1N-C26, Valhalla, NY, USA.
| | - Steven Wolf
- New York Medical College, 40 Sunshine Cottage Road, Skyline Suite 1N-C26, Valhalla, NY, USA.
| | - Aaron Nelson
- New York University Langone Medical Center, 462 First Avenue, Ambulatory Care Building - 1B, New York, NY, USA.
| | - Zachary M Grinspan
- Weill Cornell Medicine, 505 East 70th Street, Helmsley Tower, Ste 605, New York, NY, USA.
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Abstract
OBJECTIVE To evaluate the impact of a pediatric epilepsy care management intervention on emergency department visits, hospitalizations, and seizure freedom. METHODS We conducted a prospective observational study at a single academic medical center. Children with epilepsy with high risk of frequent emergency department use were enrolled in the intervention from January through May 2015, which included a baseline visit and follow-up support from a care management team. Controls selected from the same institution received standard of care. Baseline and follow-up information were collected from electronic health records and surveys (Family Impact Scale, Pediatric Epilepsy Medication Self-Management Questionnaire). Propensity score-weighted logistic regression compared emergency department visits, unplanned hospitalizations, and 3-month seizure freedom after 1 year in the intervention vs control groups. RESULTS A total of 56 children were enrolled in the intervention and 359 received standard of care. The intervention group was younger and had greater use of health services at baseline. When comparing the intervention to standard of care after 1 year, we found no significant difference in the risk of any emergency department visit (adjusted odds ratio [OR] 2.2, 95% confidence interval [CI] 0.6-8.5) or seizure freedom (adjusted OR 2.5, 95% CI 0.3-21.5). However, the risk of unplanned hospital admissions remained higher in the intervention group (adjusted OR 23.1, 95% CI 5.1-104). CONCLUSION We did not find that children with epilepsy who received a care management intervention had less use of health services or better clinical outcomes after a year compared with controls. The study is limited by small sample size and nonrandomized study design.
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Affiliation(s)
- Jea Young Min
- Department of Population Health Sciences, 5922Weill Cornell Medicine, New York, NY, USA
| | - Anup D Patel
- 2650Nationwide Children's Hospital, Columbus, OH, USA
| | - Peter Glynn
- 2650Nationwide Children's Hospital, Columbus, OH, USA
| | - Munkhzul Otgonsuren
- Department of Population Health Sciences, 5922Weill Cornell Medicine, New York, NY, USA
| | - Babitha Harridas
- Jacobs School of Medicine and Biomedical Sciences, 12292University at Buffalo, Buffalo, NY, USA
| | - Zachary M Grinspan
- Department of Population Health Sciences, 5922Weill Cornell Medicine, New York, NY, USA.,Department of Pediatrics, 5922Weill Cornell Medicine, New York, NY, USA
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20
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Haque KD, Grinspan ZM, Mauer E, Nellis ME. Early Use of Antiseizure Medication in Mechanically Ventilated Traumatic Brain Injury Cases: A Retrospective Pediatric Health Information System Database Study. Pediatr Crit Care Med 2021; 22:90-100. [PMID: 33009357 PMCID: PMC8344024 DOI: 10.1097/pcc.0000000000002576] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Traumatic brain injury is a leading cause of morbidity and mortality in children. Post-traumatic seizures occur in 25% of children with severe traumatic brain injury and may worsen outcomes. Our objective was to use a retrospective cohort study to examine the association between the early seizure occurrence and the choice of early antiseizure medication in children with traumatic brain injury. DESIGN Retrospective cohort study using the Pediatric Health Information Systems database, 2010-2017. SETTING Fifty-one U.S. children's hospitals. PATIENTS Children (< 18 yr old at admission) with diagnostic codes for traumatic brain injury who were mechanically ventilated at the time of admission and with hospital length of stay greater than 24 hours. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS A total of 3,479 children were identified via coding and including in the analysis. Patients receiving antiseizure medication starting day 0 with levetiracetam were compared with those receiving phenytoin. The outcome was seizure occurrence, identified using validated International Classification of Diseases, 9th Revision, Clinical Modification and International Classification of Diseases, 10th Revision, Clinical Modification diagnosis codes. The median (interquartile range) age of patients was 4 (1-11) years, and the most common mechanism of injury was motor vehicle accident, occurring in 960 of patients (27%). A total of 2,342 patients (67%) received levetiracetam on day 0 and 1,137 patients (33%) received phenytoin on day 0. Totally 875 patients (37%) receiving levetiracetam on day 0 developed seizures, compared with 471 patients (41%) receiving phenytoin on day 0 (p = 0.02). Upon multivariable analysis adjusting for age, injury by child abuse, subdural hemorrhage, ethnicity, and admission year, children receiving phenytoin on day 0 were 1.26 (95% CI, 1.07-1.48) times more likely to be associated with post-traumatic seizure occurrence, compared with children receiving levetiracetam on day 0 (p = 0.01). CONCLUSIONS Early administration of levetiracetam was associated with less-frequent seizure occurrence than early administration of phenytoin in mechanically ventilated children with traumatic brain injury. Additional studies are necessary to determine if the association is causal or due to unmeasured confounders and/or selection bias.
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Affiliation(s)
- Kelly D Haque
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, NY Presbyterian Hospital-Weill Cornell Medicine, New York, NY
| | - Zachary M Grinspan
- Department of Healthcare Policy and Research, Weill Cornell Medicine, New York, NY
- Division of Pediatric Neurology, Department of Pediatrics, NY Presbyterian Hospital-Weill Cornell Medicine, New York, NY
| | - Elizabeth Mauer
- Department of Healthcare Policy and Research, Weill Cornell Medicine, New York, NY
| | - Marianne E Nellis
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, NY Presbyterian Hospital-Weill Cornell Medicine, New York, NY
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21
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Grinspan ZM, Patel AD, Shellhaas RA, Berg AT, Axeen ET, Bolton J, Clarke DF, Coryell J, Gaillard WD, Goodkin HP, Koh S, Kukla A, Mbwana JS, Morgan LA, Singhal NS, Storey MM, Yozawitz EG, Abend NS, Fitzgerald MP, Fridinger SE, Helbig I, Massey SL, Prelack MS, Buchhalter J. Design and implementation of electronic health record common data elements for pediatric epilepsy: Foundations for a learning health care system. Epilepsia 2021; 62:198-216. [PMID: 33368200 PMCID: PMC10508354 DOI: 10.1111/epi.16733] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [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: 08/22/2020] [Revised: 09/28/2020] [Accepted: 09/28/2020] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Common data elements (CDEs) are standardized questions and answer choices that allow aggregation, analysis, and comparison of observations from multiple sources. Clinical CDEs are foundational for learning health care systems, a data-driven approach to health care focused on continuous improvement of outcomes. We aimed to create clinical CDEs for pediatric epilepsy. METHODS A multiple stakeholder group (clinicians, researchers, parents, caregivers, advocates, and electronic health record [EHR] vendors) developed clinical CDEs for routine care of children with epilepsy. Initial drafts drew from clinical epilepsy note templates, CDEs created for clinical research, items in existing registries, consensus documents and guidelines, quality metrics, and outcomes needed for demonstration projects. The CDEs were refined through discussion and field testing. We describe the development process, rationale for CDE selection, findings from piloting, and the CDEs themselves. We also describe early implementation, including experience with EHR systems and compatibility with the International League Against Epilepsy classification of seizure types. RESULTS Common data elements were drafted in August 2017 and finalized in January 2020. Prioritized outcomes included seizure control, seizure freedom, American Academy of Neurology quality measures, presence of common comorbidities, and quality of life. The CDEs were piloted at 224 visits at 10 centers. The final CDEs included 36 questions in nine sections (number of questions): diagnosis (1), seizure frequency (9), quality of life (2), epilepsy history (6), etiology (8), comorbidities (2), treatment (2), process measures (5), and longitudinal history notes (1). Seizures are categorized as generalized tonic-clonic (regardless of onset), motor, nonmotor, and epileptic spasms. Focality is collected as epilepsy type rather than seizure type. Seizure frequency is measured in nine levels (all used during piloting). The CDEs were implemented in three vendor systems. Early clinical adoption included 1294 encounters at one center. SIGNIFICANCE We created, piloted, refined, finalized, and implemented a novel set of clinical CDEs for pediatric epilepsy.
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Affiliation(s)
- Zachary M Grinspan
- Departments of Population Health Sciences and Pediatrics, Weill Cornell Medicine, New York, NY
| | - Anup D Patel
- Division of Neurology, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Renée A Shellhaas
- Department of Pediatrics (Pediatric Neurology), Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Anne T Berg
- Division of Neurology, Epilepsy Center, Ann & Robert H. Lurie Children’s Hospital of Chicago and Department of Pediatrics, Northwestern Feinberg School of Medicine, United States of America
| | - Erika T Axeen
- Department of Neurology, University of Virginia, Charlottesville, Virginia
| | - Jeffrey Bolton
- Harvard Medical School, Boston, MA
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children’s Hospital, Boston, Massachusetts, U.S.A
| | - David F Clarke
- Division of Pediatric Neurology, Department of Neurology, Dell Medical School University of Texas at Austin, Austin, Texas
| | - Jason Coryell
- Departments of Pediatrics and Neurology, Oregon Health and Sciences University, Portland, Oregon
| | - William D Gaillard
- Department of Neurology, Children’s National Health System and School of Medicine, The George Washington University, Washington, District of Columbia
| | - Howard P Goodkin
- Department of Neurology, University of Virginia, Charlottesville, Virginia
| | - Sookyong Koh
- Department of Pediatrics, Emory University School of Medicine, Emory Children’s Center, 2015 Uppergate Drive NE, Atlanta, GA
| | | | - Juma S Mbwana
- Department of Neurology, Children’s National Health System and School of Medicine, The George Washington University, Washington, District of Columbia
| | | | - Nilika S Singhal
- Departments of Pediatrics and Neurology, Seattle Children’s Hospital, University of Washington, and Center for Integrative Brain Research, Seattle Children’s Research Institute, Seattle, WA
| | - Margaret M Storey
- Department of History, College of Liberal Arts & Social Sciences, DePaul University, Chicago, IL
| | - Elissa G Yozawitz
- Saul Korey Department of Neurology, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, NY
| | - Nicholas S Abend
- Division of Neurology, Children’s Hospital of Philadelphia, Philadelphia, PA
- Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA
| | - Mark P Fitzgerald
- Division of Neurology, Children’s Hospital of Philadelphia, Philadelphia, PA
- Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA
| | - Sara E Fridinger
- Division of Neurology, Children’s Hospital of Philadelphia, Philadelphia, PA
- Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA
| | - Ingo Helbig
- Division of Neurology, Children’s Hospital of Philadelphia, Philadelphia, PA
- Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA
- The Epilepsy NeuroGenetics Initiative (ENGIN), Children’s Hospital of Philadelphia, Philadelphia
- Department of Biomedical and Health Informatics (DBHi), Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Shavonne L Massey
- Division of Neurology, Children’s Hospital of Philadelphia, Philadelphia, PA
- Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA
| | - Marisa S Prelack
- Division of Neurology, Children’s Hospital of Philadelphia, Philadelphia, PA
- Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA
| | - Jeffrey Buchhalter
- Department of Neurology, St Joseph’s Hospital and Medical Center, Phoenix, Arizona
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Hess-Homeier DL, Parikh K, Basma N, Vella AE, Grinspan ZM. Automated identification and quality measurement for pediatric convulsive status epilepticus. Epilepsia 2020; 62:337-346. [PMID: 33341928 DOI: 10.1111/epi.16795] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 11/29/2020] [Accepted: 11/30/2020] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Treatment delays for refractory convulsive status epilepticus (RCSE) are associated with worse outcomes. In the United States, treatment for pediatric RCSE is slower than guidelines recommend. To address this gap, the American Academy of Neurology and Child Neurology Society (AAN/CNS) developed a quality measure: the percentage of RCSE patients that receive third-line treatment within 60 minutes. We aimed to develop computable phenotypes for convulsive status epilepticus (CSE) and RCSE to automate calculation of the quality measure. METHODS From an observational cohort of children presenting to the emergency department for seizures or epilepsy, we identified presentations of RCSE and its precursors: CSE and benzodiazepine-resistant status epilepticus (BRSE). These served as a gold standard for computable phenotype development. Using multivariate analyses, we constructed and evaluated statistical models for case identification. We then evaluated adherence to the AAN/CNS RCSE quality measure. RESULTS From 664 charts, we identified 56 patients with CSE, 36 with BRSE, and 18 with RCSE. Four predictors were used: International Classification of Diseases (ICD) codes, and receiving first-, second-, or third-line agents shortly after presentation to the emergency department (ED). Combinations of these predictors identified CSE with 84% sensitivity and 81% positive predictive value (PPV), BRSE with 67% sensitivity and 89% PPV, and RCSE with 94% sensitivity and 85% PPV. Median (interquartile range [IQR]) time to treatment for first-line agent was 13 (5-27) minutes for CSE, second-line for BRSE was 24 (9.5-43.5) minutes, and third-line for RCSE was 52 (27-87) minutes. Sixty percent of RCSE patients received a third-line agent within 60 minutes of ED arrival. SIGNIFICANCE RCSE and its precursors can be identified automatically with high fidelity allowing automated calculation of time to treatment and the RCSE quality measure. This has the potential to facilitate quality improvement work and improve care for RCSE.
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Affiliation(s)
| | - Karishma Parikh
- Department of Neurology, NewYork-Presbyterian Hospital, Weill Cornell Medical Center, New York, NY, USA.,NewYork-Presbyterian Hospital, New York, NY, USA
| | - Natasha Basma
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, NY, USA
| | - Adam E Vella
- Weill Cornell Medical College, New York, NY, USA.,NewYork-Presbyterian Hospital, New York, NY, USA.,Department of Emergency Medicine, NewYork-Presbyterian Hospital, Weill Cornell Medical Center, New York, NY, USA.,Department of Pediatrics, NewYork-Presbyterian Hospital, Weill Cornell Medical Center, New York, NY, USA
| | - Zachary M Grinspan
- Weill Cornell Medical College, New York, NY, USA.,NewYork-Presbyterian Hospital, New York, NY, USA.,Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, NY, USA.,Department of Pediatrics, NewYork-Presbyterian Hospital, Weill Cornell Medical Center, New York, NY, USA
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Hargreaves D, Hanna J, Grinspan ZM, Dunkley C, Saxena S, Cross H. Our health-care system is failing young people with epilepsy. Lancet Neurol 2020; 20:26-27. [PMID: 33340481 DOI: 10.1016/s1474-4422(20)30436-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Glass HC, Grinspan ZM, Li Y, McNamara NA, Chang T, Chu CJ, Massey SL, Abend NS, Lemmon ME, Thomas C, McCulloch CE, Shellhaas RA. Risk for infantile spasms after acute symptomatic neonatal seizures. Epilepsia 2020; 61:2774-2784. [PMID: 33188528 DOI: 10.1111/epi.16749] [Citation(s) in RCA: 8] [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: 07/06/2020] [Revised: 10/08/2020] [Accepted: 10/12/2020] [Indexed: 01/18/2023]
Abstract
OBJECTIVE Infantile spasms (IS) is a severe epilepsy in early childhood. Early treatment of IS provides the best chance of seizure remission and favorable developmental outcome. We aimed to develop a prediction rule to accurately predict which neonates with acute symptomatic seizures will develop IS. METHODS We used data from the Neonatal Seizure Registry, a prospective, multicenter cohort of infants with acute symptomatic neonatal seizures born from July 2015 to March 2018. Neonates with acute symptomatic seizures who received clinical electroencephalography (EEG) and magnetic resonance imaging (MRI) and were younger than 2 years of age at the time of enrollment were included. We evaluated the association of neonatal EEG, MRI, and clinical factors with subsequent IS using bivariate analysis and best subsets logistic regression. We selected a final model through a consensus process that balanced statistical significance with clinical relevance. RESULTS IS developed in 12 of 204 infants (6%). Multiple potential predictors were associated with IS, including Apgar scores, EEG features, seizure characteristics, MRI abnormalities, and clinical status at hospital discharge. The final model included three risk factors: (a) severely abnormal EEG or ≥3 days with seizures recorded on EEG, (b) deep gray or brainstem injury on MRI, and (c) abnormal tone on discharge exam. The stratified risk of IS was the following: no factors 0% (0/82, 95% confidence interval [CI] 0%-4%), one or two factors 4% (4/108, 95% CI 1%-9%), and all three factors 57% (8/14, 95% CI 29%-83%). SIGNIFICANCE IS risk after acute symptomatic neonatal seizures can be stratified using commonly available clinical data. No child without risk factors, vs >50% of those with all three factors, developed IS. This risk prediction rule may be valuable for clinical counseling as well as for selecting participants for clinical trials to prevent post-neonatal epilepsy. This tailored approach may lead to earlier diagnosis and treatment and improve outcomes for a devastating early life epilepsy.
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Affiliation(s)
- Hannah C Glass
- Department of Neurology and Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA.,Department of Pediatrics, UCSF Benioff Children's Hospital, University of California San Francisco, San Francisco, CA, USA.,Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Zachary M Grinspan
- Departments of Healthcare Policy & Research and Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Yi Li
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | - Nancy A McNamara
- Division of Pediatric Neurology, Department of Pediatrics, Michigan Medicine/University of Michigan, Ann Arbor, MI, USA
| | - Taeun Chang
- Department of Neurology, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Catherine J Chu
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Shavonne L Massey
- Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Nicholas S Abend
- Departments of Neurology and Pediatrics, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Departments of Anesthesia & Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Monica E Lemmon
- Department of Pediatrics and Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Cameron Thomas
- Division of Neurology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH, USA
| | - Charles E McCulloch
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Renée A Shellhaas
- Division of Pediatric Neurology, Department of Pediatrics, Michigan Medicine/University of Michigan, Ann Arbor, MI, USA
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25
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Wirrell EC, Grinspan ZM, Knupp KG, Jiang Y, Hammeed B, Mytinger JR, Patel AD, Nabbout R, Specchio N, Cross JH, Shellhaas RA. Care Delivery for Children With Epilepsy During the COVID-19 Pandemic: An International Survey of Clinicians. J Child Neurol 2020; 35:924-933. [PMID: 32666891 PMCID: PMC7364331 DOI: 10.1177/0883073820940189] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To evaluate the effect of the COVID-19 pandemic on global access to care and practice patterns for children with epilepsy. METHODS We conducted a cross-sectional, online survey of pediatric neurologists across the world affiliated with the International Child Neurology Association, the Chinese Child Neurology Society, the Child Neurology Society, and the Pediatric Epilepsy Research Consortium. Results were analyzed in relation to regional burden of COVID-19 disease. RESULTS From April 10 to 24, 2020, a sample of 212 respondents from 49 countries indicated that the COVID-19 pandemic has dramatically changed many aspects of pediatric epilepsy care, with 91.5% reporting changes to outpatient care, 90.6% with reduced access to electroencephalography (EEG), 37.4% with altered management of infantile spasms, 92.3% with restrictions in ketogenic diet initiation, 93.4% with closed or severely limited epilepsy monitoring units, and 91.3% with canceled or limited epilepsy surgery. Telehealth use had increased, with 24.7% seeing patients exclusively via telehealth. Changes in practice were related both to COVID-19 burden and location. CONCLUSIONS In response to COVID-19, pediatric epilepsy programs have implemented crisis standards of care that include increased telemedicine, decreased EEG use, changes in treatments of infantile spasms, and cessation of epilepsy surgery. The long-term impact of these abrupt changes merit careful study.
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Affiliation(s)
- Elaine C. Wirrell
- Divisions of Child and Adolescent Neurology and Epilepsy, Department
of Neurology, Mayo Clinic, Rochester, MN, USA,These are co-first authors of this article
| | - Zachary M. Grinspan
- Departments of Population Sciences and Pediatrics, Weill Cornell
Medicine, New York, NY, USA,These are co-first authors of this article
| | - Kelly G. Knupp
- Department of Pediatrics and Neurology, University of Colorado
Anschutz Medical Campus, Aurora, CO, USA
| | - Yuwu Jiang
- Department of Pediatrics, Peking University First
Hospital, Beijing, China
| | - Biju Hammeed
- Paediatric Neurosciences, Great Ormond Street Children’s Hospital, London, United Kingdom
| | - John R. Mytinger
- Department of Pediatrics, Division of Pediatric Neurology,
Nationwide Children’s Hospital, The Ohio State University, Columbus, OH, USA
| | - Anup D. Patel
- Department of Pediatrics, Division of Pediatric Neurology,
Nationwide Children’s Hospital, The Ohio State University, Columbus, OH, USA
| | - Rima Nabbout
- Centre de Reference Epilepsies Rares, Department of Pediatric
Neurology, Necker Enfants Malades Hospital, Imagine Institute, Paris Descartes University, Paris,
France
| | - Nicola Specchio
- Rare and Complex Epilepsy Unit, Department of Neuroscience, Bambino
Gesu’ Children’s Hospital, IRCCS, Rome, Italy and Member of European Reference
Network EpiCARE
| | - J. Helen Cross
- Developmental Neurosciences, UCL NIHR BRC Great Ormond Street
Institute of Child Health, London, WC1 N 1EH, & and Member of European Reference
Network EpiCARE
| | - Renée A. Shellhaas
- Department of Pediatrics (Pediatric Neurology), Michigan Medicine,
University of Michigan, Ann Arbor, MI, USA,Renée A. Shellhaas, MD, MS, CS Mott
Children’s Hospital, Room 12-733, 1540 E. Hospital Dr, Ann Arbor, MI 48109, USA.
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26
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Kuchenbuch M, D'Onofrio G, Wirrell E, Jiang Y, Dupont S, Grinspan ZM, Auvin S, Wilmshurst JM, Arzimanoglou A, Cross JH, Specchio N, Nabbout R. An accelerated shift in the use of remote systems in epilepsy due to the COVID-19 pandemic. Epilepsy Behav 2020; 112:107376. [PMID: 32882627 PMCID: PMC7457939 DOI: 10.1016/j.yebeh.2020.107376] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 07/24/2020] [Accepted: 07/24/2020] [Indexed: 12/27/2022]
Abstract
PURPOSE The purpose of the study was to describe epileptologists' opinion on the increased use of remote systems implemented during the COVID-19 pandemic across clinics, education, and scientific meetings activities. METHODS Between April and May 2020, we conducted a cross-sectional, electronic survey on remote systems use before and during the COVID-19 pandemic through the European reference center for rare and complex epilepsies (EpiCARE) network, the International and the French Leagues Against Epilepsy, and the International and the French Child Neurology Associations. After descriptive statistical analysis, we compared the results of France, China, and Italy. RESULTS One hundred and seventy-two respondents from 35 countries completed the survey. Prior to the COVID-19 pandemic, 63.4% had experienced remote systems for clinical care. During the pandemic, the use of remote clinics, either institutional or personal, significantly increased (p < 10-4). Eighty-three percent used remote systems with video, either institutional (75%) or personal (25%). During the pandemic, 84.6% of respondents involved in academic activities transformed their courses to online teaching. From February to July 2020, few scientific meetings relevant to epileptologists and routinely attended was adapted to virtual meeting (median: 1 [25th-75th percentile: 0-2]). Responders were quite satisfied with remote systems in all three activity domains. Interestingly, before the COVID-19 pandemic, remote systems were significantly more frequently used in China for clinical activity compared with France or Italy. This difference became less marked during the pandemic. CONCLUSION The COVID-19 pandemic has dramatically altered how academic epileptologists carry out their core missions of clinical care, medical education, and scientific discovery and dissemination. Close attention to the impact of these changes is merited.
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Affiliation(s)
- Mathieu Kuchenbuch
- APHP, Reference Centre for Rare Epilepsies, Department of Pediatric Neurology, Hôpital Necker-Enfants Malades, Université de Paris, Paris, France,Laboratory of Translational Research for Neurological Disorders, INSERM UMR 1163, Imagine institute, Université de Paris, France
| | - Gianluca D'Onofrio
- APHP, Reference Centre for Rare Epilepsies, Department of Pediatric Neurology, Hôpital Necker-Enfants Malades, Université de Paris, Paris, France,Pediatric Residency Program, Department of Women and Child Health, University of Padua, Italy
| | - Elaine Wirrell
- Divisions of Child and Adolescent Neurology and Epilepsy, Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Yuwu Jiang
- Departments of Pediatrics and Pediatric Epilepsy Center, Peking, University First Hospital, Beijing, China
| | - Sophie Dupont
- Epilepsy Unit and Rehabilitation Unit, Hôpital de la Pitié-Salpêtrière, AP-HP; Centre de recherche de l'Institut du cerveau et de la moelle épinière (ICM), UMPC-UMR 7225 CNRS-UMRS 975 Inserm, Paris, France,Université Paris Sorbonne, Paris, France
| | - Zachary M. Grinspan
- Departments of Population Health Sciences and Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Stephane Auvin
- APHP, Department of Pediatric Neurology, Hôpital Robert-Debré, Paris, France
| | - Jo M. Wilmshurst
- Paediatric Neurology Department, Red Cross War Memorial Children's Hospital, Neuroscience Institute, University of Cape Town, South Africa
| | - Alexis Arzimanoglou
- Department of Paediatric Epilepsy, Sleep Disorders and Functional Neurology, University Hospitals of Lyon, Member of the ERN EpiCARE, Lyon, France,Epilepsy Unit, San Juan de Dios Children's Hospital, Universitat de Barcelona, Member of the ERN EpiCARE, Barcelona, Spain
| | - J. Helen Cross
- UCL NIHR BRC Great Ormond Street Institute of Child Health, London WC1N 1EH, United Kingdom of Great Britain and Northern Ireland
| | - Nicola Specchio
- Rare and Complex Epilepsy Unit, Department of Neuroscience, Bambino Gesu’ Children's Hospital, IRCCS, Member of European Reference Network EpiCARE, Rome, Italy
| | - Rima Nabbout
- APHP, Reference Centre for Rare Epilepsies, Department of Pediatric Neurology, Hôpital Necker-Enfants Malades, Université de Paris, Paris, France; Laboratory of Translational Research for Neurological Disorders, INSERM UMR 1163, Imagine institute, Université de Paris, France.
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27
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Grinspan ZM, Mytinger JR, Baumer FM, Ciliberto MA, Cohen BH, Dlugos DJ, Harini C, Hussain SA, Joshi SM, Keator CG, Knupp KG, McGoldrick PE, Nickels KC, Park JT, Pasupuleti A, Patel AD, Shahid AM, Shellhaas RA, Shrey DW, Singh RK, Wolf SM, Yozawitz EG, Yuskaitis CJ, Waugh JL, Pearl PL. Management of Infantile Spasms During the COVID-19 Pandemic. J Child Neurol 2020; 35:828-834. [PMID: 32576057 PMCID: PMC7315378 DOI: 10.1177/0883073820933739] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Circumstances of the COVID-19 pandemic have mandated a change to standard management of infantile spasms. On April 6, 2020, the Child Neurology Society issued an online statement of immediate recommendations to streamline diagnosis and treatment of infantile spasms with utilization of telemedicine, outpatient studies, and selection of first-line oral therapies as initial treatment. The rationale for the recommendations and specific guidance including follow-up assessment are provided in this manuscript. These recommendations are indicated as enduring if intended to outlast the pandemic, and limited if intended only for the pandemic health care crisis but may be applicable to future disruptions of health care delivery.
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Affiliation(s)
| | | | | | | | - Bruce H. Cohen
- Children’s Hospital Medical Center of Akron, Akron, OH, USA
| | | | - Chellamani Harini
- Department of Neurology, Boston Children’s Hospital, Boston, MA, USA
| | - Shaun A. Hussain
- University of California Los Angeles Mattel Children’s Hospital, Los Angeles, CA, USA
| | | | | | | | | | | | - Jun T. Park
- University Hospitals Rainbow Babies & Children’s Hospital, Cleveland, OH, USA
| | | | | | - Asim M. Shahid
- University Hospitals Rainbow Babies & Children’s Hospital, Cleveland, OH, USA
| | | | | | - Rani K. Singh
- Levine Children’s Hospital at Atrium Health System, Charlotte, NC, USA
| | | | | | | | - Jeff L. Waugh
- University of Texas Southwestern Medical Center Southwestern, Dallas, TX, USA
| | - Phillip L. Pearl
- Department of Neurology, Boston Children’s Hospital, Boston, MA, USA,Phillip L. Pearl, MD, Department of Neurology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA, USA.
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28
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Grinspan ZM, Mytinger JR, Baumer FM, Ciliberto MA, Cohen BH, Dlugos DJ, Harini C, Hussain SA, Joshi SM, Keator CG, Knupp KG, McGoldrick PE, Nickels KC, Park JT, Pasupuleti A, Patel AD, Pomeroy SL, Shahid AM, Shellhaas RA, Shrey DW, Singh RK, Wolf SM, Yozawitz EG, Yuskaitis CJ, Waugh JL, Pearl PL. Crisis Standard of Care: Management of Infantile Spasms during COVID-19. Ann Neurol 2020; 88:215-217. [PMID: 32445204 PMCID: PMC7280592 DOI: 10.1002/ana.25792] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 05/16/2020] [Indexed: 01/12/2023]
Affiliation(s)
| | | | - Fiona M Baumer
- Stanford University School of Medicine, Palo Alto, CA, USA
| | | | - Bruce H Cohen
- Children's Hospital Medical Center of Akron, Akron, OH, USA
| | | | | | | | | | | | | | | | | | - Jun T Park
- UH Rainbow Babies & Children's Hospital, Cleveland, OH, USA
| | | | - Anup D Patel
- Nationwide Children's Hospital, Columbus, OH, USA
| | | | - Asim M Shahid
- UH Rainbow Babies & Children's Hospital, Cleveland, OH, USA
| | | | | | - Rani K Singh
- Levine Children's Hospital at Atrium Health System, Charlotte, NC, USA
| | - Steven M Wolf
- Boston Children's Health Physicians, Hartsdale, NY, USA
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29
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Hess-Homeier DL, Cunniff C, Grinspan ZM. Priorities for Newborn Screening of Genetic Epilepsy. Pediatr Neurol 2019; 101:83-85. [PMID: 31570297 DOI: 10.1016/j.pediatrneurol.2019.07.009] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 07/16/2019] [Accepted: 07/21/2019] [Indexed: 10/26/2022]
Affiliation(s)
| | - Christopher Cunniff
- Weill Cornell Medical College, New York, New York; Department of Pediatrics, Weill Cornell Medicine, New York, New York; NewYork-Presbyterian Hospital, New York, New York
| | - Zachary M Grinspan
- Weill Cornell Medical College, New York, New York; Department of Pediatrics, Weill Cornell Medicine, New York, New York; Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York; NewYork-Presbyterian Hospital, New York, New York.
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30
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Grinspan ZM, Shellhaas RA, Berg AT. Comparative Effectiveness of Phenobarbital versus Levetiracetam for Infantile Epilepsy. Pediatr Neurol 2019; 100:105. [PMID: 30935720 DOI: 10.1016/j.pediatrneurol.2019.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 02/09/2019] [Indexed: 10/27/2022]
Affiliation(s)
| | | | - Anne T Berg
- Ann & Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
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31
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Berg AT, Wusthoff C, Shellhaas RA, Loddenkemper T, Grinspan ZM, Saneto RP, Knupp KG, Patel A, Sullivan JE, Kossoff EH, Chu CJ, Massey S, Valencia I, Keator C, Wirrell EC, Coryell J, Millichap JJ, Gaillard WD. Immediate outcomes in early life epilepsy: A contemporary account. Epilepsy Behav 2019; 97:44-50. [PMID: 31181428 PMCID: PMC8107814 DOI: 10.1016/j.yebeh.2019.05.011] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [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: 04/29/2019] [Accepted: 05/09/2019] [Indexed: 01/31/2023]
Abstract
RATIONALE Early-life epilepsies (ELEs) include some of the most challenging forms of epilepsy to manage. Given recent diagnostic and therapeutic advances, a contemporary assessment of the immediate short-term outcomes can provide a valuable framework for identifying priorities and benchmarks for evaluating quality improvement efforts. METHODS Children with newly diagnosed epilepsy and onset <3 years were prospectively recruited through 17 US hospitals, from 2012 to 2015 and followed for 1 year after diagnosis. Short-term outcome included mortality, drug resistance, evolution of nonsyndromic epilepsy to infantile spasms (IS) and from IS to other epilepsies, and developmental decline. Multivariable analyses assessed the risk of each outcome. RESULTS Seven hundred seventy-five children were recruited, including 408 (53%) boys. Median age at onset was 7.5 months (interquartile range (IQR): 4.2-16.5), and 509 (66%) had onset in the first year of life. Of 22 deaths that occurred within one year of epilepsy diagnosis, 21 were children with epilepsy onset in infancy (<12 months). Of 680 children followed ≥6 months, 239 (35%) developed drug-resistant seizures; 34/227 (15%) infants with nonsyndromic epilepsy developed IS, and 48/210 (23%) initially presenting with IS developed additional seizure types. One hundred of 435 (23%) with initially typical development or only mild/equivocal delays at seizure onset, had clear developmental impairment within one year after initial diagnosis. Each outcome had a different set of predictors; however, younger age and impaired development at seizure onset were broadly indicative of poorer outcomes. Type of epilepsy and early identification of underlying cause were not reliable predictors of these outcomes. CONCLUSION Early-life epilepsies carry a high risk of poor outcome which is evident shortly after epilepsy diagnosis. Onset in infancy and developmental delay is associated with an especially high risk, regardless of epilepsy type. The likelihood of poor outcomes is worrisome regardless of specific clinical profiles.
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Affiliation(s)
- Anne T. Berg
- Epilepsy Center, Ann & Robert H. Lurie Children’s Hospital of Chicago; Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America,Corresponding author at: Ann & Robert H. Lurie Children’s Hospital of Chicago, Neurology – Epilepsy Division, 225 East Chicago Ave, Box 29, Chicago, IL 60611-2605, United States of America. (A.T. Berg)
| | - Courtney Wusthoff
- Division of Child Neurology, Stanford University, Palo Alto, CA, United States of America
| | - Renée A. Shellhaas
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States of America
| | - Tobias Loddenkemper
- Division of Epilepsy and Clinical Neurophysiology, Boston Children’s Hospital and Harvard Medical School, Boston, MA, United States of America
| | - Zachary M. Grinspan
- Weill Cornell Medicine, New York Presbyterian Hospital, Health Information Technology Evaluation Collaborative, New York, NY, United States of America
| | - Russell P. Saneto
- Division of Pediatric Neurology, Seattle Children’s Hospital, Department of Neurology, University of Washington, Seattle, WA, United States of America
| | - Kelly G. Knupp
- Department of Pediatrics and Neurology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
| | - Anup Patel
- Department of Pediatrics, The Ohio State University; Nationwide Children’s Hospital, Columbus, OH, United States of America
| | - Joseph E. Sullivan
- Department of Neurology, University of California San Francisco, San Francisco, CA, United States of America
| | - Eric H. Kossoff
- Departments of Neurology and Pediatrics, Johns Hopkins Hospital, Baltimore, MD, United States of America
| | - Catherine J. Chu
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States of America
| | - Shavonne Massey
- Departments of Neurology and Pediatrics, The Children’s Hospital of Philadelphia and The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States of America
| | - Ignacio Valencia
- Section of Neurology, St. Christopher’s Hospital for Children, Drexel University College of Medicine, Philadelphia, PA, United States of America
| | - Cynthia Keator
- Cook Children’s Health Care System, Jane and John Justin Neurosciences Center, Fort Worth, TX, United States of America
| | - Elaine C. Wirrell
- Department of Neurology, Mayo Clinic, Rochester, MN, United States of America
| | - Jason Coryell
- Departments of Pediatrics & Neurology, Oregon Health & Sciences University, Portland, OR, United States of America
| | - John J. Millichap
- Epilepsy Center, Ann & Robert H. Lurie Children’s Hospital of Chicago; Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America
| | - William D. Gaillard
- Department of Neurology, Children’s National Health System, George Washington University School of Medicine, Washington, DC, United States of America
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32
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Green C, Jung HY, Wu X, Abramson E, Walkup JT, Ford JS, Grinspan ZM. Do Children with Special Health Care Needs with Anxiety have Unmet Health Care Needs? An Analysis of a National Survey. Matern Child Health J 2019; 23:1220-1231. [PMID: 31292839 DOI: 10.1007/s10995-019-02759-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
OBJECTIVE To describe differences in health care needs between Children with Special Health Care Needs (CSHCN) with and without anxiety and examine the association between anxiety and unmet health care needs. METHODS We analyzed data from the 2009/2010 national survey of CSHCN. The independent variable was anxiety. The main outcomes were health care needs and unmet needs. Covariates included demographics, other co-morbid conditions, and the presence and quality of a medical home. We used bivariate analyses and multivariable logistic regression to assess the relationships among anxiety, covariates, and the outcomes. We stratified our analysis by age (6-11 years, 12-17 years). Propensity score matched paired analysis was used as a sensitivity analysis. RESULTS Our final sample included 14,713 6-11 year-olds and 15,842 12-17-year-olds. Anxiety was present in 16% of 6-11 year-olds and 23% or 12-17 year-olds. In bivariate analyses, CSHCN with anxiety had increased health care needs and unmet needs, compared to CSHCN without anxiety. In multivariable analyses, only children 12-17 years old with anxiety had increased odds of having an unmet health care need compared to those children without anxiety (OR 1.44 [95% CI 1.17-1.78]). This was confirmed in the propensity score matching analysis (OR 1.12, [95% CI 1.02-1.22]). The specific unmet needs for older CSHCN with anxiety were mental health care (OR 1.54 [95% CI 1.09-2.17]) and well child checkups (OR 2.01 [95% CI 1.18-3.44]). CONCLUSION Better integration of the care for mental and physical health is needed to ensure CSHCN with anxiety have all of their health care needs met.
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Affiliation(s)
- Cori Green
- New York Presbyterian/Weill Cornell Medicine Department of Pediatrics, 525 East 68th Street, Room 628b, Box 139, New York, NY, 10065, USA.
| | - Hye-Young Jung
- New York Presbyterian/Weill Cornell Medicine Department of Healthcare Policy & Research, New York, NY, USA
| | - Xian Wu
- New York Presbyterian/Weill Cornell Medicine Department of Healthcare Policy & Research, New York, NY, USA
| | - Erika Abramson
- New York Presbyterian/Weill Cornell Medicine Department of Pediatrics, 525 East 68th Street, Room 628b, Box 139, New York, NY, 10065, USA.,New York Presbyterian/Weill Cornell Medicine Department of Healthcare Policy & Research, New York, NY, USA
| | - John T Walkup
- Ann & Robert H. Lurie Children's Hospital of Chicago/Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | - Zachary M Grinspan
- New York Presbyterian/Weill Cornell Medicine Department of Pediatrics, 525 East 68th Street, Room 628b, Box 139, New York, NY, 10065, USA.,New York Presbyterian/Weill Cornell Medicine Department of Healthcare Policy & Research, New York, NY, USA
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33
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Barbour K, Hesdorffer DC, Tian N, Yozawitz EG, McGoldrick PE, Wolf S, McDonough TL, Nelson A, Loddenkemper T, Basma N, Johnson SB, Grinspan ZM. Automated detection of sudden unexpected death in epilepsy risk factors in electronic medical records using natural language processing. Epilepsia 2019; 60:1209-1220. [PMID: 31111463 DOI: 10.1111/epi.15966] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [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: 01/28/2019] [Revised: 04/25/2019] [Accepted: 04/25/2019] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Sudden unexpected death in epilepsy (SUDEP) is an important cause of mortality in epilepsy. However, there is a gap in how often providers counsel patients about SUDEP. One potential solution is to electronically prompt clinicians to provide counseling via automated detection of risk factors in electronic medical records (EMRs). We evaluated (1) the feasibility and generalizability of using regular expressions to identify risk factors in EMRs and (2) barriers to generalizability. METHODS Data included physician notes for 3000 patients from one medical center (home) and 1000 from five additional centers (away). Through chart review, we identified three SUDEP risk factors: (1) generalized tonic-clonic seizures, (2) refractory epilepsy, and (3) epilepsy surgery candidacy. Regular expressions of risk factors were manually created with home training data, and performance was evaluated with home test and away test data. Performance was evaluated by sensitivity, positive predictive value, and F-measure. Generalizability was defined as an absolute decrease in performance by <0.10 for away versus home test data. To evaluate underlying barriers to generalizability, we identified causes of errors seen more often in away data than home data. To demonstrate how small revisions can improve generalizability, we removed three "boilerplate" standard text phrases from away notes and repeated performance. RESULTS We observed high performance in home test data (F-measure range = 0.86-0.90), and low to high performance in away test data (F-measure range = 0.53-0.81). After removing three boilerplate phrases, away performance improved (F-measure range = 0.79-0.89) and generalizability was achieved for nearly all measures. The only significant barrier to generalizability was use of boilerplate phrases, causing 104 of 171 errors (61%) in away data. SIGNIFICANCE Regular expressions are a feasible and probably a generalizable method to identify variables related to SUDEP risk. Our methods may be implemented to create large patient cohorts for research and to generate electronic prompts for SUDEP counseling.
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Affiliation(s)
- Kristen Barbour
- Division of Child Neurology, Weill Cornell Medicine, New York, New York
| | - Dale C Hesdorffer
- Department of Epidemiology, Columbia University Medical Center, New York, New York
| | - Niu Tian
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Elissa G Yozawitz
- Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, New York
| | | | - Steven Wolf
- Department of Neurology, Mount Sinai Health System, New York, New York
| | - Tiffani L McDonough
- Department of Epidemiology, Columbia University Medical Center, New York, New York
| | - Aaron Nelson
- Department of Neurology, New York University Langone Medical Center, New York, New York
| | | | - Natasha Basma
- Division of Child Neurology, Weill Cornell Medicine, New York, New York
| | - Stephen B Johnson
- Division of Child Neurology, Weill Cornell Medicine, New York, New York
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Gurcharran K, Grinspan ZM. The burden of pediatric status epilepticus: Epidemiology, morbidity, mortality, and costs. Seizure 2019; 68:3-8. [DOI: 10.1016/j.seizure.2018.08.021] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 08/23/2018] [Accepted: 08/26/2018] [Indexed: 12/30/2022] Open
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Mbwana JS, Grinspan ZM, Bailey R, Berl M, Buchhalter J, Bumbut A, Danner Z, Glauser T, Glotstein A, Goodkin H, Jacobs B, Jones L, Kroner B, Lapham G, Loddenkemper T, Maraganore DM, Nordli D, Gaillard WD. Using EHRs to advance epilepsy care. Neurol Clin Pract 2018; 9:83-88. [PMID: 30859011 DOI: 10.1212/cpj.0000000000000575] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 09/18/2018] [Indexed: 12/19/2022]
Abstract
The improved use of Electronic Health Record (EHR) Systems provides an opportunity to improve the overall efficiency and quality of care of patients with epilepsy. Tools and strategies that may be incorporated into the use of EHRs include utilizing patient generated data, clinical decision support systems and natural language processing systems. Standardization of data from EHR systems may lead to improvement in clinical research through the creation of data collections and multi-center collaborations. Challenges to collaborative use of EHR Systems across centers include costs and the diversity of EHR systems.
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Affiliation(s)
- Juma S Mbwana
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Zachary M Grinspan
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Russell Bailey
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Madison Berl
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Jeffrey Buchhalter
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Adrian Bumbut
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Zach Danner
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Tracy Glauser
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Angie Glotstein
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Howard Goodkin
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Brian Jacobs
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Lisa Jones
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Barbara Kroner
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Gardiner Lapham
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Tobias Loddenkemper
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Demetrius M Maraganore
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - Doug Nordli
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
| | - William D Gaillard
- Children's National Health System (JSM, MB, AB, BJ, GL, WDG), Washington, DC; Weill Cornell Medicine (ZMG), New York; Department of Neurology (RB), University of Virginia, Charlottesville; Alberta Children's Hospital (JB), Calgary; Cerner Corporation (ZD, AG, LJ), Kansas City, MO; Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine (TG), OH; Departments of Neurology and Pediatrics (HG), UVA Health System, Charlottesville, VA; RTI International (BK), Rockville, MD; Boston Children's Hospital (TL), MA; NorthShore University Health System (DMM), Evanston, IL; and Ann and Robert H. Lurie Children's Hospital of Chicago (DN), Northwestern University, Chicago, IL
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Coryell J, Gaillard WD, Shellhaas RA, Grinspan ZM, Wirrell EC, Knupp KG, Wusthoff CJ, Keator C, Sullivan JE, Loddenkemper T, Patel A, Chu CJ, Massey S, Novotny EJ, Saneto RP, Berg AT. Neuroimaging of Early Life Epilepsy. Pediatrics 2018; 142:peds.2018-0672. [PMID: 30089657 PMCID: PMC6510984 DOI: 10.1542/peds.2018-0672] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/13/2018] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES We assessed the adherence to neuroimaging guidelines and the diagnostically relevant yield of neuroimaging in newly presenting early life epilepsy (ELE). METHODS There were 775 children with a new diagnosis of epilepsy (<3 years old at onset) who were recruited through the ELE study at 17 US pediatric epilepsy centers (2012-2015) and managed prospectively for 1 year. The data were analyzed to assess the proportion of children who underwent neuroimaging, the type of neuroimaging, and abnormalities. RESULTS Of 725 children (93.5%) with neuroimaging, 714 had an MRI (87% with seizure protocols) and 11 had computed tomography or ultrasound only. Etiologically relevant abnormalities were present in 290 individuals (40%) and included: an acquired injury in 97 (13.4%), malformations of cortical development in 56 (7.7%), and other diffuse disorders of brain development in 51 (7.0%). Neuroimaging was abnormal in 160 of 262 (61%) children with abnormal development at diagnosis versus 113 of 463 (24%) children with typical development. Neuroimaging abnormalities were most common in association with focal seizure semiology (40%), spasms (47%), or unclear semiology (42%). In children without spasms or focal semiology with typical development, 29 of 185 (16%) had imaging abnormalities. Pathogenic genetic variants were identified in 53 of 121 (44%) children with abnormal neuroimaging in whom genetic testing was performed. CONCLUSIONS Structural abnormalities occur commonly in ELE, and adherence to neuroimaging guidelines is high at US pediatric epilepsy centers. These data support the universal adoption of imaging guidelines because the yield is substantially high, even in the lowest risk group.
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Affiliation(s)
- Jason Coryell
- Departments of Pediatrics, Oregon Health and Sciences University, Portland, Oregon,Departments of Neurology, Oregon Health and Sciences University, Portland, Oregon
| | - William D. Gaillard
- Department of Neurology, Children’s National Health System and School of Medicine, The George Washington University, Washington, District of Columbia
| | | | - Zachary M. Grinspan
- Health Information Technology Evaluation Collaborative, Weill Cornell Medicine and New York–Presbyterian Hospital, New York, New York
| | | | - Kelly G. Knupp
- Department of Pediatrics and Neurology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | | | - Cynthia Keator
- Jane and John Justin Neurosciences Center, Cook Children’s Health Care System, Fort Worth, Texas
| | - Joseph E. Sullivan
- Department of Neurology, University of California, San Francisco, San Francisco, California
| | - Tobias Loddenkemper
- Division of Epilepsy and Clinical Neurophysiology, Boston Children’s Hospital and Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Anup Patel
- Department of Pediatrics, The Ohio State University and Nationwide Children’s Hospital, Columbus, Ohio
| | - Catherine J. Chu
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Shavonne Massey
- Departments of Neurology, Perelman School of Medicine, University of Pennsylvania and Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania,Departments of Pediatrics, Perelman School of Medicine, University of Pennsylvania and Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Edward J. Novotny
- Departments of Division of Pediatric Neurology, Neurology, Seattle Children’s Research Institute, Seattle Children’s Hospital and University of Washington, Seattle, Washington,Departments of Pediatrics, Seattle Children’s Research Institute, Seattle Children’s Hospital and University of Washington, Seattle, Washington,Center for Integrative Brain Research, Seattle Children’s Research Institute, Seattle Children’s Hospital and University of Washington, Seattle, Washington
| | - Russel P. Saneto
- Departments of Division of Pediatric Neurology, Neurology, Seattle Children’s Research Institute, Seattle Children’s Hospital and University of Washington, Seattle, Washington
| | - Anne T. Berg
- Epilepsy Center, Ann and Robert H. Lurie Children’s Hospital of Chicago and Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
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Abstract
Acute symptomatic seizures are a common sign of neurological dysfunction and brain injury in neonates and occur in approximately one to three per 1000 live births. Seizures in neonates are usually a sign of underlying brain injury and, as such, are commonly associated with adverse outcomes. Neurological morbidities in survivors often co-occur; epilepsy, cerebral palsy, and intellectual disability often occur together in the most severely affected children. Risk factors for adverse outcome include prematurity, low Apgar scores, low pH on the first day of life, seizure onset <24 or >72 h after birth, abnormal neonatal neurological examination, abnormal neonatal electroencephalographic background, status epilepticus, and presence and pattern of brain injury (particularly deep gray or brainstem injury). Despite this list of potential indicators, accurate prediction of outcome in a given child remains challenging. There is great need for long-term, multicenter studies to examine risk factors for, and pathogenesis of, adverse outcomes following acute symptomatic seizures in neonates.
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Affiliation(s)
- Hannah C Glass
- Department of Neurology, Department of Pediatrics, UCSF Benioff Children's Hospital, University of California, San Francisco, CA, USA; Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA.
| | - Zachary M Grinspan
- Department of Healthcare Policy, Department of Research and Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Renée A Shellhaas
- Department of Pediatrics, Department of Communicable Diseases, University of Michigan, Ann Arbor, MI, USA
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Merkler AE, Gialdini G, Lerario MP, Parikh NS, Morris NA, Kummer B, Dunn L, Reznik ME, Murthy SB, Navi BB, Grinspan ZM, Iadecola C, Kamel H. Population-Based Assessment of the Long-Term Risk of Seizures in Survivors of Stroke. Stroke 2018; 49:1319-1324. [PMID: 29695463 DOI: 10.1161/strokeaha.117.020178] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [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: 11/20/2017] [Revised: 02/25/2018] [Accepted: 03/29/2018] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE We sought to determine the long-term risk of seizures after stroke according to age, sex, race, and stroke subtype. METHODS We performed a retrospective cohort study using administrative claims from 2 complementary patient data sets. First, we analyzed data from all emergency department visits and hospitalizations in California, Florida, and New York from 2005 to 2013. Second, we evaluated inpatient and outpatient claims from a nationally representative 5% random sample of Medicare beneficiaries. Our cohort consisted of all adults at the time of acute stroke hospitalization without a prior history of seizures. Our outcome was seizure occurring after hospital discharge for stroke. Poisson regression and demographic data were used to calculate age-, sex-, and race-standardized incidence rate ratios (IRR). RESULTS Among 777 276 patients in the multistate cohort, the annual incidence of seizures was 1.68% (95% confidence interval [CI], 1.67%-1.70%) after stroke versus 0.15% (95% CI, 0.15%-0.15%) among the general population (IRR, 7.3; 95% CI, 7.3-7.4). By 8 years, the cumulative rate of any emergency department visit or hospitalization for seizure was 9.27% (95% CI, 9.16%-9.38%) after stroke versus 1.21% (95% CI, 1.21%-1.22%) in the general population. Stroke was more strongly associated with a subsequent seizure among patients <65 years of age (IRR, 12.0; 95% CI, 11.9-12.2) than in patients ≥65 years of age (IRR, 5.5; 95% CI, 5.4-5.5) and in the multistate analysis, the association between stroke and seizure was stronger among nonwhite patients (IRR, 11.0; 95% CI, 10.8-11.2) than among white patients (IRR, 7.3; 95% CI, 7.2-7.4). Risks were especially elevated after intracerebral hemorrhage (IRR, 13.3; 95% CI, 13.0-13.6) and subarachnoid hemorrhage (IRR, 13.2; 95% CI, 12.8-13.7). Our study of Medicare beneficiaries confirmed these findings. CONCLUSIONS Almost 10% of patients with stroke will develop seizures within a decade. Hemorrhagic stroke, nonwhite race, and younger age seem to confer the greatest risk of developing seizures.
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Affiliation(s)
- Alexander E Merkler
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.) .,Department of Neurology (A.E.M., M.P.L., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.)
| | - Gino Gialdini
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.)
| | - Michael P Lerario
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology (A.E.M., M.P.L., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology, Weill Cornell Medicine, New York-Presbyterian Queens, Flushing (M.P.L.)
| | - Neal S Parikh
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology, Columbia University Medical Center, New York, NY (N.S.P., B.K., L.D., M.E.R.)
| | - Nicholas A Morris
- Section of Neurocritical Care and Emergency Neurology, Program in Trauma, Department of Neurology, University of Maryland School of Medicine, Baltimore (N.A.M.)
| | - Benjamin Kummer
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology (A.E.M., M.P.L., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology, Columbia University Medical Center, New York, NY (N.S.P., B.K., L.D., M.E.R.)
| | - Lauren Dunn
- Department of Neurology, Columbia University Medical Center, New York, NY (N.S.P., B.K., L.D., M.E.R.)
| | - Michael E Reznik
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology (A.E.M., M.P.L., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology, Columbia University Medical Center, New York, NY (N.S.P., B.K., L.D., M.E.R.)
| | - Santosh B Murthy
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology (A.E.M., M.P.L., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.)
| | - Babak B Navi
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology (A.E.M., M.P.L., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.)
| | - Zachary M Grinspan
- Department of Healthcare Policy and Research (Z.M.G.).,Department of Pediatrics (Z.M.G.), Weill Cornell Medicine, New York, NY
| | - Costantino Iadecola
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology (A.E.M., M.P.L., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.)
| | - Hooman Kamel
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute (A.E.M., G.G., M.P.L., N.S.P., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.).,Department of Neurology (A.E.M., M.P.L., B.K., M.E.R., S.B.M., B.B.N., C.I., H.K.)
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Grinspan ZM, Shellhaas RA, Coryell J, Sullivan JE, Wirrell EC, Mytinger JR, Gaillard WD, Kossoff EH, Valencia I, Knupp KG, Wusthoff C, Keator C, Ryan N, Loddenkemper T, Chu CJ, Novotny EJ, Millichap J, Berg AT. Comparative Effectiveness of Levetiracetam vs Phenobarbital for Infantile Epilepsy. JAMA Pediatr 2018; 172:352-360. [PMID: 29435578 PMCID: PMC5875334 DOI: 10.1001/jamapediatrics.2017.5211] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
IMPORTANCE More than half of infants with new-onset epilepsy have electroencephalographic and clinical features that do not conform to known electroclinical syndromes (ie, nonsyndromic epilepsy). Levetiracetam and phenobarbital are the most commonly prescribed medications for epilepsy in infants, but their comparative effectiveness is unknown. OBJECTIVE To compare the effectiveness of levetiracetam vs phenobarbital for nonsyndromic infantile epilepsy. DESIGN, SETTING, AND PARTICIPANTS The Early Life Epilepsy Study-a prospective, multicenter, observational cohort study conducted from March 1, 2012, to April 30, 2015, in 17 US medical centers-enrolled infants with nonsyndromic epilepsy and a first afebrile seizure between 1 month and 1 year of age. EXPOSURES Use of levetiracetam or phenobarbital as initial monotherapy within 1 year of the first seizure. MAIN OUTCOMES AND MEASURES The binary outcome was freedom from monotherapy failure at 6 months, defined as no second prescribed antiepileptic medication and freedom from seizures beginning within 3 months of initiation of treatment. Outcomes were adjusted for demographics, epilepsy characteristics, and neurologic history, as well as for observable selection bias using propensity score weighting and for within-center correlation using generalized estimating equations. RESULTS Of the 155 infants in the study (81 girls and 74 boys; median age, 4.7 months [interquartile range, 3.0-7.1 months]), those treated with levetiracetam (n = 117) were older at the time of the first seizure than those treated with phenobarbital (n = 38) (median age, 5.2 months [interquartile range, 3.5-8.2 months] vs 3.0 months [interquartile range, 2.0-4.4 months]; P < .001). There were no other significant bivariate differences. Infants treated with levetiracetam were free from monotherapy failure more often than those treated with phenobarbital (47 [40.2%] vs 6 [15.8%]; P = .01). The superiority of levetiracetam over phenobarbital persisted after adjusting for covariates, observable selection bias, and within-center correlation (odds ratio, 4.2; 95% CI, 1.1-16; number needed to treat, 3.5 [95% CI, 1.7-60]). CONCLUSIONS AND RELEVANCE Levetiracetam may have superior effectiveness compared with phenobarbital for initial monotherapy of nonsyndromic epilepsy in infants. If 100 infants who received phenobarbital were instead treated with levetiracetam, 44 would be free from monotherapy failure instead of 16 by the estimates in this study. Randomized clinical trials are necessary to confirm these findings.
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Affiliation(s)
- Zachary M. Grinspan
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York,Department of Pediatrics, Weill Cornell Medicine, New York, New York,New York–Presbyterian Komansky Children’s Hospital, New York, New York
| | - Renée A. Shellhaas
- Department of Pediatrics and Communicable Diseases, University of Michigan, Ann Arbor
| | - Jason Coryell
- Department of Pediatrics, Oregon Health & Sciences University, Portland,Department of Neurology, Oregon Health & Sciences University, Portland
| | | | | | - John R. Mytinger
- Department of Pediatrics, Nationwide Children’s Hospital, The Ohio State University, Columbus
| | - William D. Gaillard
- Department of Neurology, Children’s National Health System, George Washington University School of Medicine, Washington, DC
| | - Eric H. Kossoff
- Department of Neurology, Johns Hopkins Hospital, Baltimore, Maryland,Department of Pediatrics, Johns Hopkins Hospital, Baltimore, Maryland
| | - Ignacio Valencia
- Section of Neurology, St. Christopher’s Hospital for Children, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Kelly G. Knupp
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora,Department of Neurology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora
| | - Courtney Wusthoff
- Division of Child Neurology, Stanford University, Palo Alto, California
| | - Cynthia Keator
- Comprehensive Epilepsy Program, Jane and John Justin Neuroscience Center, Cook Children’s Medical Center, Fort Worth, Texas
| | - Nicole Ryan
- Division of Neurology, The Children’s Hospital of Philadelphia, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Tobias Loddenkemper
- Division of Epilepsy and Clinical Neurophysiology, Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Edward J. Novotny
- Division of Pediatric Neurology, Seattle Children’s Hospital, Seattle, Washington,Department of Neurology, University of Washington, Seattle,Department of Pediatrics, University of Washington, Seattle,Center for Integrative Brain Research, University of Washington, Seattle
| | - John Millichap
- Epilepsy Center, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Anne T. Berg
- Epilepsy Center, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
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Berg AT, Chakravorty S, Koh S, Grinspan ZM, Shellhaas RA, Saneto RP, Wirrell EC, Coryell J, Chu CJ, Mytinger JR, Gaillard WD, Valencia I, Knupp KG, Loddenkemper T, Sullivan JE, Poduri A, Millichap JJ, Keator C, Wusthoff C, Ryan N, Dobyns WB, Hegde M. Why West? Comparisons of clinical, genetic and molecular features of infants with and without spasms. PLoS One 2018. [PMID: 29518120 PMCID: PMC5843222 DOI: 10.1371/journal.pone.0193599] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Infantile spasms are the defining seizures of West syndrome, a severe form of early life epilepsy with poorly-understood pathophysiology. We present a novel comparative analysis of infants with spasms versus other seizure-types and identify clinical, etiological, and molecular-genetic factors preferentially predisposing to spasms. We compared ages, clinical etiologies, and associated-genes between spasms and non-spasms groups in a multicenter cohort of 509 infants (<12months) with newly-diagnosed epilepsy. Gene ontology and pathway enrichment analysis of clinical laboratory-confirmed pathogenic variant-harboring genes was performed. Pathways, functions, and cellular compartments between spasms and non-spasms groups were compared. Spasms onset age was similar in infants initially presenting with spasms (6.1 months) versus developing spasms as a later seizure type (6.9 months) but lower in the non-spasms group (4.7 months, p<0.0001). This pattern held across most etiological categories. Gestational age negatively correlated with spasms onset-age (r = -0.29, p<0.0001) but not with non-spasm seizure age. Spasms were significantly preferentially associated with broad developmental and regulatory pathways, whereas motor functions and pathways including cellular response to stimuli, cell motility and ion transport were preferentially enriched in non-spasms. Neuronal cell-body organelles preferentially associated with spasms, while, axonal, dendritic, and synaptic regions preferentially associated with other seizures. Spasms are a clinically and biologically distinct infantile seizure type. Comparative clinical-epidemiological analyses identify the middle of the first year as the time of peak expression regardless of etiology. The inverse association with gestational age suggests the preterm brain must reach a certain post-conceptional, not just chronological, neurodevelopmental stage before spasms manifest. Clear differences exist between the biological pathways leading to spasms versus other seizure types and suggest that spasms result from dysregulation of multiple developmental pathways and involve different cellular components than other seizure types. This deeper level of understanding may guide investigations into pathways most critical to target in future precision medicine efforts.
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Affiliation(s)
- Anne T. Berg
- Epilepsy Center, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States of America
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America
- * E-mail:
| | - Samya Chakravorty
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Sookyong Koh
- Department of Pediatrics, Children’s Healthcare of Atlanta, Emory University, Atlanta, GA, United States of America
| | - Zachary M. Grinspan
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, NY, United States of America
- Department Pediatrics, Weill Cornell Medicine, New York, NY, United States of America
- New York Presbyterian Hospital, New York, NY, United States of America
| | - Renée A. Shellhaas
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States of America
| | - Russell P. Saneto
- Division of Pediatric Neurology, Seattle Children’s Hospital, Seattle, WA, United States of America
- Department of Neurology, University of Washington, Seattle, WA, United States of America
| | - Elaine C. Wirrell
- Department of Neurology, Mayo Clinic, Rochester, MN, United States of America
| | - Jason Coryell
- Departments of Pediatrics & Neurology, Oregon Health & Sciences University, Portland, OR, United States of America
| | - Catherine J. Chu
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States of America
| | - John R. Mytinger
- Department of Pediatrics, the Ohio State University, Nationwide Children’s Hospital, Columbus, OH, United States of America
| | - William D. Gaillard
- Department of Neurology, Children's National Health System, George Washington University School of Medicine, Washington, D.C., United States of America
| | - Ignacio Valencia
- Section of Neurology, St. Christopher's Hospital for Children, Drexel University College of Medicine, Philadelphia, PA, United States of America
| | - Kelly G. Knupp
- Department of Pediatrics and Neurology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
| | - Tobias Loddenkemper
- Division of Epilepsy and Clinical Neurophysiology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Joseph E. Sullivan
- Department of Neurology, University of California San Francisco, San Francisco, CA, United States of America
| | - Annapurna Poduri
- Division of Epilepsy and Clinical Neurophysiology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States of America
| | - John J. Millichap
- Epilepsy Center, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States of America
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America
| | - Cynthia Keator
- Cook Children’s Health Care System, Jane and John Justin Neurosciences Center, Fort Worth, TX, United States of America
| | - Courtney Wusthoff
- Division of Child Neurology, Stanford University, Palo Alto, CA, United States of America
| | - Nicole Ryan
- Departments of Neurology and Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, PA, United States of America
- The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States of America
| | - William B. Dobyns
- Division of Pediatric Neurology, Seattle Children’s Hospital, Seattle, WA, United States of America
- Department of Neurology, University of Washington, Seattle, WA, United States of America
- Center for Integrative Brain Research, University of Washington, Seattle, WA, United States of America
- Seattle Children's Research Institute, University of Washington, Seattle, WA, United States of America
- Pediatrics University of Washington, Seattle, WA, United States of America
| | - Madhuri Hegde
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, United States of America
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Grinspan ZM, Tian N, Yozawitz EG, McGoldrick PE, Wolf SM, McDonough TL, Nelson A, Hafeez B, Johnson SB, Hesdorffer DC. Common terms for rare epilepsies: Synonyms, associated terms, and links to structured vocabularies. Epilepsia Open 2018; 3:91-97. [PMID: 29588993 PMCID: PMC5839304 DOI: 10.1002/epi4.12095] [Citation(s) in RCA: 6] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/14/2017] [Indexed: 11/28/2022] Open
Abstract
Identifying individuals with rare epilepsy syndromes in electronic data sources is difficult, in part because of missing codes in the International Classification of Diseases (ICD) system. Our objectives were the following: (1) to describe the representation of rare epilepsies in other medical vocabularies, to identify gaps; and (2) to compile synonyms and associated terms for rare epilepsies, to facilitate text and natural language processing tools for cohort identification and population‐based surveillance. We describe the representation of 33 epilepsies in 3 vocabularies: Orphanet, SNOMED‐CT, and UMLS‐Metathesaurus. We compiled terms via 2 surveys, correspondence with parent advocates, and review of web resources and standard vocabularies. UMLS‐Metathesaurus had entries for all 33 epilepsies, Orphanet 32, and SNOMED‐CT 25. The vocabularies had redundancies and missing phenotypes. Emerging epilepsies (SCN2A‐, SCN8A‐, KCNQ2‐, SLC13A5‐, and SYNGAP‐related epilepsies) were underrepresented. Survey and correspondence respondents included 160 providers, 375 caregivers, and 11 advocacy group leaders. Each epilepsy syndrome had a median of 15 (range 6–28) synonyms. Nineteen had associated terms, with a median of 4 (range 1–41). We conclude that medical vocabularies should fill gaps in representation of rare epilepsies to improve their value for epilepsy research. We encourage epilepsy researchers to use this resource to develop tools to identify individuals with rare epilepsies in electronic data sources.
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Affiliation(s)
| | - Niu Tian
- Centers for Disease Control and Prevention Atlanta Georgia U.S.A
| | | | | | | | | | - Aaron Nelson
- New York University Langone Medical Center New York New York U.S.A
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Grinspan ZM, Patel AD, Hafeez B, Abramson EL, Kern LM. Predicting frequent emergency department use among children with epilepsy: A retrospective cohort study using electronic health data from 2 centers. Epilepsia 2017; 59:155-169. [DOI: 10.1111/epi.13948] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2017] [Indexed: 11/28/2022]
Affiliation(s)
- Zachary M. Grinspan
- Department of Healthcare Policy and Research; Weill Cornell Medicine; New York NY USA
- Department of Pediatrics; Weill Cornell Medicine; New York NY USA
- New York Presbyterian Hospital; New York NY USA
| | | | - Baria Hafeez
- Department of Healthcare Policy and Research; Weill Cornell Medicine; New York NY USA
| | - Erika L. Abramson
- Department of Healthcare Policy and Research; Weill Cornell Medicine; New York NY USA
- Department of Pediatrics; Weill Cornell Medicine; New York NY USA
- New York Presbyterian Hospital; New York NY USA
| | - Lisa M. Kern
- Department of Healthcare Policy and Research; Weill Cornell Medicine; New York NY USA
- New York Presbyterian Hospital; New York NY USA
- Department of Medicine; Weill Cornell Medicine; New York NY USA
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Shellhaas RA, Berg AT, Grinspan ZM, Wusthoff CJ, Millichap JJ, Loddenkemper T, Coryell J, Saneto RP, Chu CJ, Joshi SM, Sullivan JE, Knupp KG, Kossoff EH, Keator C, Wirrell EC, Mytinger JR, Valencia I, Massey S, Gaillard WD. Initial Treatment for Nonsyndromic Early-Life Epilepsy: An Unexpected Consensus. Pediatr Neurol 2017; 75:73-79. [PMID: 28807611 PMCID: PMC5863237 DOI: 10.1016/j.pediatrneurol.2017.06.011] [Citation(s) in RCA: 16] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Revised: 06/22/2017] [Accepted: 06/22/2017] [Indexed: 12/22/2022]
Abstract
OBJECTIVE There are no evidence-based guidelines on the preferred approach to treating early-life epilepsy. We examined initial therapy selection in a contemporary US cohort of children with newly diagnosed, nonsyndromic, early-life epilepsy (onset before age three years). METHODS Seventeen pediatric epilepsy centers participated in a prospective cohort study of children with newly diagnosed epilepsy with onset under 36 months of age. Details regarding demographics, seizure types, and initial medication selections were obtained from medical records. RESULTS About half of the 495 enrolled children with new-onset, nonsyndromic epilepsy were less than 12 months old at the time of diagnosis (n = 263, 53%) and about half (n = 260, 52%) had epilepsy with focal features. Of 464 who were treated with monotherapy, 95% received one of five drugs: levetiracetam (n = 291, 63%), oxcarbazepine (n = 67, 14%), phenobarbital (n = 57, 12%), topiramate (n = 16, 3.4%), and zonisamide (n = 13, 2.8%). Phenobarbital was prescribed first for 50 of 163 (31%) infants less than six months old versus seven of 300 (2.3%) of children six months or older (P < 0.0001). Although the first treatment varied across study centers (P < 0.0001), levetiracetam was the most commonly prescribed medication regardless of epilepsy presentation (focal, generalized, mixed/uncertain). Between the first and second treatment choices, 367 (74%) of children received levetiracetam within the first year after diagnosis. CONCLUSIONS Without any specific effort, the pediatric epilepsy community has developed an unexpectedly consistent approach to initial treatment selection for early-life epilepsy. This suggests that a standard practice is emerging and could be utilized as a widely acceptable basis of comparison in future drug studies.
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Affiliation(s)
- Renée A. Shellhaas
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan,Communications should be addressed to: Dr. Shellhaas; C.S. Mott Children’s Hospital, room 12-733, 1540 E. Hospital Dr., Ann Arbor, MI 48109-4279.
| | - Anne T. Berg
- Epilepsy Center, Lurie Children’s Hospital; Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Zachary M. Grinspan
- Weill Cornell Medicine; New York Presbyterian Hospital; Health Information Technology Evaluation Collaborative, New York, New York
| | | | - John J. Millichap
- Epilepsy Center, Lurie Children’s Hospital; Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Tobias Loddenkemper
- Division of Epilepsy and Clinical Neurophysiology, Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jason Coryell
- Departments of Pediatrics & Neurology, Oregon Health & Sciences University, Portland, Oregon
| | - Russell P. Saneto
- Division of Pediatric Neurology, Seattle Children’s Hospital, University of Washington, Seattle, Washington
| | - Catherine J. Chu
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Sucheta M. Joshi
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan
| | - Joseph E. Sullivan
- Department of Neurology, University of California San Francisco, San Francisco, California
| | - Kelly G. Knupp
- Department of Pediatrics and Neurology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Eric H. Kossoff
- Departments of Neurology and Pediatrics, Johns Hopkins Hospital, Baltimore, Maryland
| | - Cynthia Keator
- Cook Children’s Health Care System, Jane and John Justin Neurosciences Center, Fort Worth, Texas
| | | | - John R. Mytinger
- Department of Pediatrics, the Ohio State University; Nationwide Children’s Hospital, Columbus, Ohio
| | - Ignacio Valencia
- Section of Neurology, St. Christopher’s Hospital for Children, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Shavonne Massey
- Departments of Neurology and Pediatrics, The Children’s Hospital of Philadelphia and The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - William D. Gaillard
- Department of Neurology, Children’s National Health System, George Washington University School of Medicine, Washington, District of Columbia
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Berg AT, Coryell J, Saneto RP, Grinspan ZM, Alexander JJ, Kekis M, Sullivan JE, Wirrell EC, Shellhaas RA, Mytinger JR, Gaillard WD, Kossoff EH, Valencia I, Knupp KG, Wusthoff C, Keator C, Dobyns WB, Ryan N, Loddenkemper T, Chu CJ, Novotny EJ, Koh S. Early-Life Epilepsies and the Emerging Role of Genetic Testing. JAMA Pediatr 2017; 171:863-871. [PMID: 28759667 PMCID: PMC5710404 DOI: 10.1001/jamapediatrics.2017.1743] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
IMPORTANCE Early-life epilepsies are often a consequence of numerous neurodevelopmental disorders, most of which are proving to have genetic origins. The role of genetic testing in the initial evaluation of these epilepsies is not established. OBJECTIVE To provide a contemporary account of the patterns of use and diagnostic yield of genetic testing for early-life epilepsies. DESIGN, SETTING, AND PARTICIPANTS In this prospective cohort, children with newly diagnosed epilepsy with an onset at less than 3 years of age were recruited from March 1, 2012, to April 30, 2015, from 17 US pediatric hospitals and followed up for 1 year. Of 795 families approached, 775 agreed to participate. Clinical diagnosis of the etiology of epilepsy were characterized based on information available before genetic testing was performed. Added contributions of cytogenetic and gene sequencing investigations were determined. EXPOSURES Genetic diagnostic testing. MAIN OUTCOMES AND MEASURES Laboratory-confirmed pathogenic variant. RESULTS Of the 775 patients in the study (367 girls and 408 boys; median age of onset, 7.5 months [interquartile range, 4.2-16.5 months]), 95 (12.3%) had acquired brain injuries. Of the remaining 680 patients, 327 (48.1%) underwent various forms of genetic testing, which identified pathogenic variants in 132 of 327 children (40.4%; 95% CI, 37%-44%): 26 of 59 (44.1%) with karyotyping, 32 of 188 (17.0%) with microarrays, 31 of 114 (27.2%) with epilepsy panels, 11 of 33 (33.3%) with whole exomes, 4 of 20 (20.0%) with mitochondrial panels, and 28 of 94 (29.8%) with other tests. Forty-four variants were identified before initial epilepsy presentation. Apart from dysmorphic syndromes, pathogenic yields were highest for children with tuberous sclerosis complex (9 of 11 [81.8%]), metabolic diseases (11 of 14 [78.6%]), and brain malformations (20 of 61 [32.8%]). A total of 180 of 446 children (40.4%), whose etiology would have remained unknown without genetic testing, underwent some testing. Pathogenic variants were identified in 48 of 180 children (26.7%; 95% CI, 18%-34%). Diagnostic yields were greater than 15% regardless of delay, spasms, and young age. Yields were greater for epilepsy panels (28 of 96 [29.2%]; P < .001) and whole exomes (5 of 18 [27.8%]; P = .02) than for chromosomal microarray (8 of 101 [7.9%]). CONCLUSIONS AND RELEVANCE Genetic investigations, particularly broad sequencing methods, have high diagnostic yields in newly diagnosed early-life epilepsies regardless of key clinical features. Thorough genetic investigation emphasizing sequencing tests should be incorporated into the initial evaluation of newly presenting early-life epilepsies and not just reserved for those with severe presentations and poor outcomes.
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Affiliation(s)
- Anne T. Berg
- Epilepsy Center, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Jason Coryell
- Department of Pediatrics, Oregon Health & Science University, Portland,Department of Neurology, Oregon Health & Science University, Portland
| | - Russell P. Saneto
- Division of Pediatric Neurology, Seattle Children’s Hospital, Seattle, Washington,Department of Neurology, University of Washington, Seattle
| | - Zachary M. Grinspan
- Department of Pediatrics, Weill Cornell Medicine, New York, New York,Department of Pediatrics, New York Presbyterian Hospital, New York, New York,Health Information Technology Evaluation Collaborative, New York, New York
| | | | - Mariana Kekis
- Department of Human Genetics, Emory University, Atlanta, Georgia
| | | | | | | | - John R. Mytinger
- Department of Pediatrics, The Ohio State University, Columbus,Department of Neurology, Nationwide Children’s Hospital, Columbus, Ohio
| | - William D. Gaillard
- Department of Neurology, Children’s National Health System, George Washington University School of Medicine, Washington, DC
| | - Eric H. Kossoff
- Department of Neurology, Johns Hopkins Hospital, Baltimore, Maryland,Department of Pediatrics, Johns Hopkins Hospital, Baltimore, Maryland
| | - Ignacio Valencia
- Section of Neurology, St. Christopher’s Hospital for Children, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Kelly G. Knupp
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora,Department of Neurology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora
| | - Courtney Wusthoff
- Division of Child Neurology, Stanford University, Palo Alto, California
| | - Cynthia Keator
- Cook Children’s Health Care System, Jane and John Justin Neurosciences Center, Fort Worth, Texas
| | - William B. Dobyns
- Division of Pediatric Neurology, Seattle Children’s Hospital, Seattle, Washington,Division of Pediatric Neurology, Seattle Children’s Hospital, Seattle, Washington,Department of Pediatrics, University of Washington, Seattle
| | - Nicole Ryan
- Department of Neurology, The Children’s Hospital of Philadelphia and The Perelman School of Medicine at the University of Pennsylvania, Philadelphia,Department of Pediatrics, The Children’s Hospital of Philadelphia and The Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Tobias Loddenkemper
- Division of Epilepsy and Clinical Neurophysiology, Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Edward J. Novotny
- Division of Pediatric Neurology, Seattle Children’s Hospital, Seattle, Washington,Department of Neurology, University of Washington, Seattle,Department of Pediatrics, University of Washington, Seattle,Center for Integrative Brain Research, University of Washington, Seattle,Seattle Children’s Research Institute, Seattle, Washington,Department of Pediatrics, University of Washington, Seattle
| | - Sookyong Koh
- Department of Pediatrics, Children’s Healthcare of Atlanta, Emory University, Atlanta, Georgia
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Abstract
OBJECTIVE Care coordinators may help manage care for children with chronic illness. Their role in pediatric epilepsy care is understudied. We aimed to qualitatively describe the content of a care coordination intervention for children with epilepsy. METHODS We conducted nine semi-structured interviews and one focus group with care coordinators at a pediatric accountable care organization (ACO) in Ohio. The care coordinators used a modified version of a published care coordination checklist for children with epilepsy (Patel AD, 2014). We analyzed transcripts using thematic analysis. We focused on (1) the content of the intervention; and (2) perceptions of facilitators and barriers to improve outcomes, with an emphasis on epilepsy specific facilitators and barriers. RESULTS Care coordinators interacted with children and families in multiple contexts (phone calls, physician visits, home visits), and included relationship building (developing rapport and trust between families and the health system), communication (transmission of information between the child, family, physician, and other care providers), and service (help with housing, transportation, scheduling, liaison with community resources, etc.). Facilitators and barriers of care coordination included factors related to parents, physicians, health system, payers, and community. Epilepsy-specific barriers included stigma (felt & enacted) and the anxiety associated with clinical uncertainty. Epilepsy related facilitators included a seizure action plan, written educational materials, and an epilepsy specific care coordination checklist. CONCLUSION In addition to facilitators and barriers common to many care coordination programs, pediatric epilepsy care coordinators should be particularly aware of epilepsy stigma and clinical uncertainty. A care coordination checklist and epilepsy focused educational materials written to accommodate people with low health literacy may provide additional benefit. Further research is required to understand the effect of care coordination on costs, use of health services, seizure control, and quality of life for children with epilepsy.
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Affiliation(s)
- Baria Hafeez
- Healthcare Policy & Research, Weill Cornell Medicine, New York, NY, United States
| | | | - Anup D Patel
- Pediatric Neurology, Nationwide Children's Hospital, Columbus, OH, United States; Clinical Pediatrics and Neurology, The Ohio State University College of Medicine, Columbus, OH, United States
| | - Zachary M Grinspan
- Healthcare Policy & Research, Weill Cornell Medicine, New York, NY, United States; Pediatrics, NewYork-Presbyterian Hospital, New York, NY, United States.
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46
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Kutscher EJ, Joshi SM, Patel AD, Hafeez B, Grinspan ZM. Barriers to Genetic Testing for Pediatric Medicaid Beneficiaries With Epilepsy. Pediatr Neurol 2017; 73:28-35. [PMID: 28583702 DOI: 10.1016/j.pediatrneurol.2017.04.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [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: 12/21/2016] [Revised: 04/11/2017] [Accepted: 04/11/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND Children with public insurance (Medicaid) have increased barriers to specialty care in the United States. For children with epilepsy, the relationship between public insurance and barriers to genetic testing is understudied. METHODS We surveyed a sample of US child neurology clinicians. We performed quantitative and qualitative analysis of responses. RESULTS There were 302 responses (of 1982 surveyed; response rate 15%) from clinicians from 46 states, the District of Columbia, and Puerto Rico, including board-certified child neurologists (82%), resident physicians (6%), nurses (3%), and nurse practitioners (3%). Clinicians felt it was more difficult to get genetic testing for patients with Medicaid insurance compared with commercial insurance, (43% vs 12%, P < 0.05), although many felt it was about the same degree of difficulty (25%) or were not sure (20%). Increased availability of testing was associated with less complex testing (P < 0.001), in-house testing (P < 0.001), and no preauthorization requirements (P < 0.001). Qualitative responses described barriers related to cost, clinician familiarity and comfort, commercial laboratories, health care organization, payer, and patient concerns. Descriptions of facilitators included lowered cost, availability of clinical genetics expertise, clinician knowledge, commercial laboratory assistance, health care organizational changes, improved payer coverage, and increased interest by parents. CONCLUSIONS Pediatric Medicaid beneficiaries with epilepsy have barriers to genetic testing, compared with children with commercial insurance, particularly for more advanced testing. Potential strategies to improve access include broader coverage, lower co-pays, increased capacity for testing outside of specialty laboratories, fewer preauthorization requirements, improved clinician education, ongoing development and dissemination of guidelines, improved availability of clinical genetics services, and continued assistance programs from commercial laboratories.
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Affiliation(s)
- Eric J Kutscher
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York
| | - Sucheta M Joshi
- Department of Pediatrics and Communicable Diseases, University of Michigan Health System, Ann Arbor, Michigan
| | - Anup D Patel
- Division of Neurology, Nationwide Children's Hospital, Columbus, Ohio
| | - Baria Hafeez
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York
| | - Zachary M Grinspan
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York.
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47
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Das LT, Abramson EL, Stone AE, Kondrich JE, Kern LM, Grinspan ZM. Predicting frequent emergency department visits among children with asthma using EHR data. Pediatr Pulmonol 2017; 52:880-890. [PMID: 28557381 DOI: 10.1002/ppul.23735] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [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: 12/08/2016] [Accepted: 04/24/2017] [Indexed: 11/06/2022]
Abstract
OBJECTIVE For children with asthma, emergency department (ED) visits are common, expensive, and often avoidable. Though several factors are associated with ED use (demographics, comorbidities, insurance, medications), its predictability using electronic health record (EHR) data is understudied. METHODS We used a retrospective cohort study design and EHR data from one center to examine the relationship of patient factors in 1 year (2013) and the likelihood of frequent ED use (≥2 visits) in the following year (2014), using bivariate and multivariable statistics. We applied and compared several machine-learning algorithms to predict frequent ED use, then selected a model based on accuracy, parsimony, and interpretability. RESULTS We identified 2691 children. In bivariate analyses, future frequent ED use was associated with demographics, co-morbidities, insurance status, medication history, and use of healthcare resources. Machine learning algorithms had very good AUC (area under the curve) values [0.66-0.87], though fair PPV (positive predictive value) [48-70%] and poor sensitivity [16-27%]. Our final multivariable logistic regression model contained two variables: insurance status and prior ED use. For publicly insured patients, the odds of frequent ED use were 3.1 [2.2-4.5] times that of privately insured patients. Publicly insured patients with 4+ ED visits and privately insured patients with 6+ ED visits in a year had ≥50% probability of frequent ED use the following year. The model had an AUC of 0.86, PPV of 56%, and sensitivity of 23%. CONCLUSION Among children with asthma, prior frequent ED use and insurance status strongly predict future ED use.
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Affiliation(s)
- Lala T Das
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York
| | - Erika L Abramson
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York.,Department of Pediatrics, Weill Cornell Medicine, New York, New York.,New York Presbyterian Hospital, New York, New York
| | - Anne E Stone
- Department of Pediatrics, Weill Cornell Medicine, New York, New York.,New York Presbyterian Hospital, New York, New York
| | - Janienne E Kondrich
- Department of Pediatrics, Weill Cornell Medicine, New York, New York.,New York Presbyterian Hospital, New York, New York
| | - Lisa M Kern
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York.,New York Presbyterian Hospital, New York, New York.,Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Zachary M Grinspan
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, New York.,Department of Pediatrics, Weill Cornell Medicine, New York, New York.,New York Presbyterian Hospital, New York, New York
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48
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McDonough TL, Paolicchi JM, Heier LA, Das N, Engel M, Perlman JM, Grinspan ZM. Prediction of Future Epilepsy in Neonates With Hypoxic-Ischemic Encephalopathy Who Received Selective Head Cooling. J Child Neurol 2017; 32:630-637. [PMID: 28359187 DOI: 10.1177/0883073817698628] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [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] [Indexed: 01/24/2023]
Abstract
Epilepsy outcomes after therapeutic hypothermia for neonates with hypoxic-ischemic encephalopathy are understudied. The authors used multivariable logistic regression to predict epilepsy in neonates after selective head cooling. Sensitivity analyses used magnetic resonance imaging (MRI) and electroencephalogram (EEG) interpretations by different clinicians. Fifty neonates had 2-year follow-up. Nine developed epilepsy. Predictors included pH ≤6.8 on day of birth (adjusted odds ratio [OR] 19 [95% confidence interval (CI) 1-371]), burst suppression on EEG on day 4 (8.2 [1.3-59]), and MRI deep gray matter injury (OR 33 [2.4-460]). These factors stratify neonates into low (0-1 factors; 3% [0%-14%] risk), medium (2 factors; 56% [21%-86%] risk), and high-risk groups (3 factors; 100% [29%-100%] risk) for epilepsy. The stratification was robust to varying clinical interpretations of the MRI and EEG. Neonates with hypoxic-ischemic encephalopathy who undergo selective head cooling appear at risk of epilepsy if they have 2 to 3 identified factors. If validated, this rule may help counsel families and identify children for close clinical follow-up.
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Affiliation(s)
- Tiffani L McDonough
- 1 Division of Child Neurology, Columbia University Medical Center, New York, NY, USA
| | | | - Linda A Heier
- 3 Department of Radiology, New York Presbyterian Hospital-Weill Cornell Medical Center, New York, NY, USA
| | - Nikkan Das
- 4 Weill Cornell Medical College, New York, NY, USA
| | - Murray Engel
- 5 Division of Child Neurology, Weill Cornell Medical Center, New York, NY, USA
| | - Jeffrey M Perlman
- 6 Division of Neonatology, New York Presbyterian Hospital-Weill Cornell Medical Center, New York, NY, USA
| | - Zachary M Grinspan
- 5 Division of Child Neurology, Weill Cornell Medical Center, New York, NY, USA.,7 Department of Healthcare Policy & Research, Division of Health Policy and Economics, Weill Cornell Medical College, New York, NY, USA
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49
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Keros S, Buraniqi E, Alex B, Antonetty A, Fialho H, Hafeez B, Jackson MC, Jawahar R, Kjelleren S, Stewart E, Morgan LA, Wainwright MS, Sogawa Y, Patel AD, Loddenkemper T, Grinspan ZM. Increasing Ketamine Use for Refractory Status Epilepticus in US Pediatric Hospitals. J Child Neurol 2017; 32:638-646. [PMID: 28349774 DOI: 10.1177/0883073817698629] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [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] [Indexed: 12/30/2022]
Abstract
Ketamine is an emerging therapy for pediatric refractory status epilepticus. The circumstances of its use, however, are understudied. The authors described pediatric refractory status epilepticus treated with ketamine from 2010 to 2014 at 45 centers using the Pediatric Hospital Inpatient System database. For comparison, they described children treated with pentobarbital. The authors estimated that 48 children received ketamine and pentobarbital for refractory status epilepticus, and 630 pentobarbital without ketamine. Those receiving only pentobarbital were median age 3 [interquartile range 0-10], and spent 30 [18-52] days in-hospital, including 17 [9-28] intensive care unit (ICU) days; 17% died. Median cost was $148 000 [81 000-241 000]. The pentobarbital-ketamine group was older (7 [2-11]) with longer hospital stays (51 [30-93]) and more ICU days (29 [20-56]); 29% died. Median cost was $298 000 [176 000-607 000]. For 71%, ketamine was given ≥1 day after pentobarbital. Ketamine cases per half-year increased from 2 to 9 ( P < .05). Ketamine is increasingly used for severe pediatric refractory status epilepticus, typically after pentobarbital. Research on its effectiveness is indicated.
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Affiliation(s)
- Sotirios Keros
- 1 Weill Cornell Medicine, New York, NY, USA.,2 Sanford Children's Hospital, Sioux Falls, SD, USA.,3 New York Presbyterian Hospital, New York, NY, USA
| | | | - Byron Alex
- 1 Weill Cornell Medicine, New York, NY, USA.,3 New York Presbyterian Hospital, New York, NY, USA
| | | | - Hugo Fialho
- 4 Boston Children's Hospital, Boston, MA, USA
| | | | | | | | | | | | - Lindsey A Morgan
- 5 Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Mark S Wainwright
- 5 Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Yoshimi Sogawa
- 6 Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| | - Anup D Patel
- 7 Nationwide Children's Hospital, Columbus, OH, USA
| | | | - Zachary M Grinspan
- 1 Weill Cornell Medicine, New York, NY, USA.,3 New York Presbyterian Hospital, New York, NY, USA
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50
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Berry K, Pesko MF, Hesdorffer DC, Shellhaas RA, Seirup JK, Grinspan ZM. An evaluation of national birth certificate data for neonatal seizure epidemiology. Epilepsia 2017; 58:446-455. [PMID: 28166389 DOI: 10.1111/epi.13665] [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: 12/09/2016] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Seizures are a common manifestation of neurologic dysfunction in neonates and carry a high risk for mortality and adverse long-term outcomes. U.S. birth certificates are a potentially valuable source for studying the epidemiology of neonatal seizures. However, the quality of the data is understudied. METHODS We reviewed all U.S. birth records from 2003 to 2013 to describe the following: (1) rates of missing data, (2) evidence of underreporting, and (3) effect of the 2003 revision of the birth certificate form. We evaluated missingness by state, year, demographic, infant health, and medical care factors using bivariate analyses. To measure potential underreporting, we compared estimates to a published reference (0.95 per 1,000 term births). We developed criteria for data plausibility, and reported which states met these criteria. RESULTS Of 22,834,395 live term births (≥36 weeks of gestation) recorded using the revised form from 2005 to 2015, there were 5,875 with neonatal seizures, suggesting an incidence of 0.26 per 1,000 term births, one fourth of the expected incidence. Although the overall degree of missing seizure data was low (0.5%), missingness varied significantly by state, year, demographic, infant health, and medical care factors. After the 2003 birth certificate form revision, missing data and evidence of potential underreporting increased. Nine states met criteria for plausibility. SIGNIFICANCE The value of U.S. birth certificate data for neonatal seizure epidemiology is limited by biased missingness, evidence suggestive of underreporting, and changes in reporting subsequent to the 2003 revision. There are plausible data from nine states, which merit investigation for further research.
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Affiliation(s)
- Kristen Berry
- Weill Cornell Medical College, Cornell University, New York, New York, U.S.A
| | - Michael F Pesko
- Division of Health Policy and Economics, Department of Healthcare Policy & Research, Weill Cornell Medical College, New York, New York, U.S.A
| | - Dale C Hesdorffer
- GH Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, New York, U.S.A.,Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, U.S.A
| | - Renée A Shellhaas
- Division of Pediatric Neurology, Department of Pediatrics and Communicable Diseases, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, Michigan, U.S.A
| | - Joanna K Seirup
- Division of Health Policy and Economics, Department of Healthcare Policy & Research, Weill Cornell Medical College, New York, New York, U.S.A
| | - Zachary M Grinspan
- Division of Health Policy and Economics, Department of Healthcare Policy & Research, Weill Cornell Medical College, New York, New York, U.S.A.,Division of Child Neurology, Weill Cornell Medical Center, New York, New York, U.S.A
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