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1.
Epilepsia ; 2024 May 25.
Article in English | MEDLINE | ID: mdl-38795333

ABSTRACT

OBJECTIVE: This study was undertaken to estimate incidence of rare epilepsies and compare with literature. METHODS: We used electronic health record text search to identify children with 28 rare epilepsies in New York City (2010-2014). We estimated cumulative incidence and compared with literature. RESULTS: Eight of 28 rare epilepsies had five or more prior estimates, and our measurements were within the published range for all. The most common were infantile epileptic spasms syndrome (1 in 2920 live births), Lennox-Gastaut syndrome (1 in 9690), and seizures associated with tuberous sclerosis complex (1 in 14 300). Fifteen of 28 had fewer than five prior estimates, and of these, we provided additional estimates for early infantile developmental and epileptic encephalopathy (1 in 32 700), epilepsy with myoclonic-atonic seizures (1 in 34 100), Sturge-Weber syndrome plus seizures/epilepsy (1 in 40 900), epilepsy in infancy with migrating focal seizures (1 in 54 500), Aicardi syndrome plus seizures/epilepsy (1 in 71 600), hypothalamic hamartoma with seizures (1 in 225 000), and Rasmussen syndrome (1 in 450 000). Five of 28 rare epilepsies had no prior estimates, and of these, we provided a new estimate for developmental/epileptic encephalopathy with spike-and-wave activation in sleep and/or continuous spikes and waves during sleep (1 in 34 100). Data were limited for the remaining 12 rare epilepsies, which were all genetic epilepsies, including PCDH19, CDKL5, Alpers disease, SCN8A, KCNQ2, SCN2A, GLUT1 deficiency, Phelan-McDermid syndrome, myoclonic epilepsy with ragged-red fibers, dup15q syndrome, ring chromosome 14, and ring chromosome 20. SIGNIFICANCE: We estimated the incidence of rare epilepsies using population-based electronic health record data and literature review. More research is needed to better estimate the incidence of genetic epilepsies with nonspecific clinical features. Electronic health records may be a valuable data source for studying rare epilepsies and other rare diseases, particularly as genetic testing becomes more widely adopted.

2.
Epilepsy Behav ; 155: 109770, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38636143

ABSTRACT

Studies on epilepsy mortality in the United States are limited. We used the National Vital Statistics System Multiple Cause of Death data to investigate mortality rates and trends during 2011-2021 for epilepsy (defined by the International Classification of Diseases, 10th Revision, codes G40.0-G40.9) as an underlying, contributing, or any cause of death (i.e., either an underlying or contributing cause) for U.S. residents. We also examined epilepsy as an underlying or contributing cause of death by selected sociodemographic characteristics to assess mortality rate changes and disparities in subpopulations. During 2011-2021, the overall age-standardized mortality rates for epilepsy as an underlying (39 % of all deaths) or contributing (61 % of all deaths) cause of death increased 83.6 % (from 2.9 per million to 6.4 per million population) as underlying cause and 144.1 % (from 3.3 per million to 11.0 per million population) as contributing cause (P < 0.001 for both based on annual percent changes). Compared to 2011-2015, in 2016-2020 mortality rates with epilepsy as an underlying or contributing cause of death were higher overall and in nearly all subgroups. Overall, mortality rates with epilepsy as an underlying or contributing cause of death were higher in older age groups, among males than females, among non-Hispanic Black or non-Hispanic American Indian/Alaska Native persons than non-Hispanic White persons, among those living in the West and Midwest than those living in the Northeast, and in nonmetro counties compared to urban regions. Results identify priority subgroups for intervention to reduce mortality in people with epilepsy and eliminate mortality disparity.


Subject(s)
Epilepsy , Humans , Epilepsy/mortality , Epilepsy/epidemiology , United States/epidemiology , Male , Female , Middle Aged , Adult , Aged , Adolescent , Young Adult , Child , Infant , Child, Preschool , Aged, 80 and over , Cause of Death/trends , Infant, Newborn , Mortality/trends , Health Status Disparities
3.
Epilepsia ; 64(10): 2738-2749, 2023 10.
Article in English | MEDLINE | ID: mdl-37498137

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.


Subject(s)
Epilepsies, Myoclonic , Epilepsy , Lennox Gastaut Syndrome , Humans , Electronic Health Records , Epilepsy/diagnosis , Epilepsy/epidemiology , Seizures
4.
Epilepsia ; 63(8): 2144-2154, 2022 08.
Article in English | MEDLINE | ID: mdl-35583854

ABSTRACT

OBJECTIVE: This study was undertaken to characterize spending for persons classified with seizure or epilepsy and to determine whether spending has increased over time. METHODS: In this cross-sectional study, we pooled data from the Medical Expenditure Panel Survey (MEPS) household component files for 2010-2018. We matched cases to controls on age and sex of a population-based sample of MEPS respondents (community-dwelling persons of all ages) with records associated with a medical event (e.g., outpatient visit, hospital inpatient) for seizure, epilepsy, or both. Outcomes were weighted to be representative of the civilian, noninstitutionalized population. We estimated the treated prevalence of epilepsy and seizure, health care spending overall and by site of care, and trends in spending growth. RESULTS: We identified 1078 epilepsy cases and 2344 seizure cases. Treated prevalence was .38% (95% confidence interval [CI] = .34-.41) for epilepsy, .76% (95% CI = .71-.81) for seizure, and 1.14% (95% CI = 1.08-1.20) for epilepsy or seizure. The difference in annual spending for cases compared to controls was $4580 (95% CI = $3362-$5798) for epilepsy, $7935 (95% CI, $6237-$9634) for seizure, and $6853 (95% CI = $5623-$8084) for epilepsy or seizure, translating into aggregate costs of $5.4 billion, $19.0 billion, and $24.5 billion. From 2010 to 2018, the annual growth rate in total spending incurred for seizures and/or epilepsies was 7.6% compared to 3.6% among controls. SIGNIFICANCE: US economic burden of seizures and/or epilepsies is substantial and warrants interventions focused on their unique and overlapping causes.


Subject(s)
Epilepsy , Health Expenditures , Cross-Sectional Studies , Delivery of Health Care , Epilepsy/therapy , Humans , Seizures/epidemiology
5.
MMWR Morb Mortal Wkly Rep ; 71(21): 697-702, 2022 May 27.
Article in English | MEDLINE | ID: mdl-35617131

ABSTRACT

Approximately 3 million U.S. adults have active epilepsy (i.e., self-reported doctor-diagnosed history of epilepsy and currently taking epilepsy medication or have had at least one seizure in the past year, or both) (1). One of the most common brain disorders, epilepsy poses a number of challenges for people living with this condition because its treatment can be complex, daily management might be inadequate to achieve seizure control, it limits social participation, and epilepsy is associated with early mortality.† Previous studies indicate that persons with epilepsy are more likely to experience barriers or delays in receipt of certain types of care, including epilepsy specialty care, and that these delays are often associated with individual factors (e.g., seizure type) or social determinants of health (e.g., household income or provider availability) (2-4). To obtain updated estimates of access to health care among U.S. adults aged ≥18 years by epilepsy status, CDC analyzed pooled data from the 2015 and 2017 National Health Interview Survey (NHIS), the most recent years with available epilepsy data. Age-adjusted analyses comparing adults with active epilepsy or inactive epilepsy (i.e., self-reported doctor-diagnosed epilepsy but not currently taking medication for epilepsy and have had no seizure in the past year) with adults without epilepsy indicated that adults with active or inactive epilepsy were more likely to have Medicaid or other public insurance coverage and to report an inability to afford prescription medicine, specialty care, or vision or dental care. Adults with active or inactive epilepsy were more likely to take less medication than prescribed to save money, to be in families having problems paying medical bills, and to report delaying care because of insufficient transportation. Enhancing linkages between clinical and community programs and services by public health practitioners and epilepsy health and social service providers can address gaps in access to health care.


Subject(s)
Epilepsy , Adolescent , Adult , Epilepsy/epidemiology , Epilepsy/therapy , Health Services Accessibility , Humans , Medicaid , Seizures , Self Report , United States/epidemiology
6.
MMWR Morb Mortal Wkly Rep ; 71(21): 703-708, 2022 May 27.
Article in English | MEDLINE | ID: mdl-35617146

ABSTRACT

Seizures, transient signs or symptoms caused by abnormal surges of electrical activity in the brain, can result from epilepsy, a neurologic disorder characterized by abnormal electrical brain activity causing recurrent, unprovoked seizures, or from other inciting causes, such as high fever or substance abuse (1). Seizures generally account for approximately 1% of all emergency department (ED) visits (2,3). Persons of any age can experience seizures, and outcomes might range from no complications for those with a single seizure to increased risk for injury, comorbidity, impaired quality of life, and early mortality for those with epilepsy (4). To examine trends in weekly seizure- or epilepsy-related (seizure-related) ED visits† in the United States before and during the COVID-19 pandemic, CDC analyzed data from the National Syndromic Surveillance Program (NSSP).§ Seizure-related ED visits decreased abruptly during the early pandemic period. By the end of 2020, seizure-related ED visits returned almost to prepandemic levels for persons of all ages, except children aged 0-9 years. By mid-2021, however, this age group gradually returned to baseline as well. Reasons for the decrease in seizure-related ED visits in 2020 among all age groups and the slow return to baseline among children aged 0-9 years compared with other age groups are unclear. The decrease might have been associated with fear of exposure to COVID-19 infection in EDs deterring parents or guardians of children from seeking care, adherence to mitigation measures including avoiding public settings such as EDs, or increased access to telehealth services decreasing the need for ED visits (5). These findings reinforce the importance of understanding factors associated with ED avoidance among persons with epilepsy or seizure, the importance that all eligible persons be up to date¶ with COVID-19 vaccination, and the need to encourage persons to seek appropriate care for seizure-related emergencies** to prevent adverse outcomes.


Subject(s)
COVID-19 , Epilepsy , COVID-19/epidemiology , COVID-19 Vaccines , Child , Child, Preschool , Emergency Service, Hospital , Epilepsy/epidemiology , Humans , Infant , Infant, Newborn , Pandemics , Quality of Life , Seizures/epidemiology , United States/epidemiology
7.
Epilepsy Behav ; 122: 108194, 2021 09.
Article in English | MEDLINE | ID: mdl-34256341

ABSTRACT

BACKGROUND: Epilepsy is associated with a high prevalence of sleep disturbance. However, population-based studies on the burden of sleep disturbance in people with epilepsy are limited. This study assessed sleep duration and sleep quality by epilepsy status in the general U.S. adult population aged ≥ 18 years. METHODS: We pooled data of cross-sectional National Health Interview Surveys in 2013, 2015, and 2017 to compare the prevalence of sleep duration and quality among those without epilepsy (N = 93,126) with those with any epilepsy (a history of physician-diagnosed epilepsy) (N = 1774), those with active epilepsy (those with a history of physician-diagnosed epilepsy who were currently taking medication to control it, had one or more seizures in the past year, or both) (N = 1101), and those with inactive epilepsy (those with a history of physician-diagnosed epilepsy who were neither taking medication for epilepsy nor had had a seizure in the past year) (N = 673). We also compared these measures between those with active and those with inactive epilepsy. The prevalences were adjusted for sociodemographics, behaviors, and health covariates, with multivariable logistic regression. We used Z-tests to compare prevalences of sleep duration and quality at the statistical significance level of 0.05. RESULTS: Adults with any epilepsy reported significantly higher adjusted prevalences of short sleep duration (<7 h) (36.0% vs. 31.8%) and long sleep duration (>9 h per day) (6.7% vs. 3.7%) but a lower prevalence of healthy sleep duration (7-9 h per day) (57.4% vs.64.6%) than those without epilepsy. In the past week, adults with any epilepsy reported significantly higher adjusted prevalences than adults without epilepsy of having trouble falling asleep (25.0% vs. 20.3%), staying asleep (34.4% vs. 26.3%), nonrestorative sleep (adults did not wake up feeling well rested) (≥3days) (50.3% vs. 44.3%), and taking medication to help themselves fall asleep or stay asleep (≥1 times) (20.9% vs. 13.5%). However, adults with active epilepsy did not differ from adults with inactive epilepsy with respect to these sleep duration and quality measures. CONCLUSIONS: Adults with epilepsy reported more short or long sleep duration and worse sleep quality than those without epilepsy. Neither seizure occurrence nor antiepileptic drug use accounted for these differences in sleep duration and quality. Careful screening for sleep complaints as well as identifying and intervening on the modifiable risk factors associated with sleep disturbances among people with epilepsy could improve epilepsy outcomes and quality of life.


Subject(s)
Epilepsy , Sleep Wake Disorders , Adult , Cross-Sectional Studies , Epilepsy/complications , Epilepsy/drug therapy , Epilepsy/epidemiology , Humans , Quality of Life , Sleep , Sleep Wake Disorders/epidemiology
8.
Am J Public Health ; 111(5): 907-916, 2021 05.
Article in English | MEDLINE | ID: mdl-33734845

ABSTRACT

Objectives. To assess SARS-CoV-2 transmission within a correctional facility and recommend mitigation strategies.Methods. From April 29 to May 15, 2020, we established the point prevalence of COVID-19 among incarcerated persons and staff within a correctional facility in Arkansas. Participants provided respiratory specimens for SARS-CoV-2 testing and completed questionnaires on symptoms and factors associated with transmission.Results. Of 1647 incarcerated persons and 128 staff tested, 30.5% of incarcerated persons (range by housing unit = 0.0%-58.2%) and 2.3% of staff tested positive for SARS-CoV-2. Among those who tested positive and responded to symptom questions (431 incarcerated persons, 3 staff), 81.2% and 33.3% were asymptomatic, respectively. Most incarcerated persons (58.0%) reported wearing cloth face coverings 8 hours or less per day, and 63.3% reported close contact with someone other than their bunkmate.Conclusions. If testing remained limited to symptomatic individuals, fewer cases would have been detected or detection would have been delayed, allowing transmission to continue. Rapid implementation of mass testing and strict enforcement of infection prevention and control measures may be needed to mitigate spread of SARS-CoV-2 in this setting.


Subject(s)
COVID-19 Testing , COVID-19 , Correctional Facilities/statistics & numerical data , Adult , Aged , Aged, 80 and over , Arkansas/epidemiology , COVID-19/epidemiology , COVID-19/transmission , Housing/statistics & numerical data , Humans , Male , Middle Aged , Prevalence , Prisoners/statistics & numerical data , Surveys and Questionnaires
9.
J Pediatr X ; 22020.
Article in English | MEDLINE | ID: mdl-32743542

ABSTRACT

OBJECTIVE: To describe epidemiologic data from the Sudden Death in the Young (SDY) Case Registry. Understanding the scope of SDY may optimize prevention efforts. STUDY DESIGN: We analyzed sudden, unexpected deaths of infants (<365 days) and children (1-17 years) from a population-based registry of 8 states/jurisdictions in 2015 and 9 in 2016. Natural deaths and injury deaths from drowning, motor vehicle accident drivers, and infant suffocation were included; other injury deaths, homicide, suicide, intentional overdose, and terminal illness were excluded. Cases were categorized using a standardized algorithm. Descriptive statistics were used to characterize deaths, and mortality rates were calculated. RESULTS: Of 1319 cases identified, 92% had an autopsy. We removed incomplete cases, leaving 1132 analyzable deaths (889 infants, 243 children). The SDY rate for infants was 120/100 000 live births and for children was 1.9/100 000 children. Explained Cardiac rates were greater for infants (2.7/100 000 live births) than children (0.3/100 000 children). The pediatric Sudden Unexpected Death in Epilepsy (SUDEP) mortality rate was 0.2/100 000 live births and children. Blacks comprised 42% of infant and 43% of child deaths but only 23% of the population. In all ages, myocarditis/endocarditis was the most common Explained Cardiac cause; respiratory illness was the most common Explained Other cause. SDY occurred during activity in 13% of childhood cases. CONCLUSIONS: Prevention strategies include optimizing identification and treatment of respiratory and cardiac diseases.

10.
Epilepsy Behav ; 110: 107175, 2020 09.
Article in English | MEDLINE | ID: mdl-32532551

ABSTRACT

BACKGROUND: Among U.S. adults, over 4 million report a history of epilepsy, and more than 15 million report a history of chronic obstructive pulmonary disease (COPD); Chronic obstructive pulmonary disease, which includes chronic bronchitis and emphysema, is a common somatic comorbidity of epilepsy. This study assessed the relationship between self-reported physician-diagnosed epilepsy and COPD in a large representative sample of the U.S. adult population and explored possible mechanisms. METHODS: Cross-sectional National Health Interview Surveys for 2013, 2015, and 2017 were aggregated to compare the prevalence of COPD between U.S. respondents aged ≥18 years with a history of physician-diagnosed epilepsy (n = 1783) and without epilepsy (n = 93,126). We calculated prevalence of COPD by age-standardized adjustment and prevalence ratios of COPD overall adjusted for sociodemographic and risk factors, by using multivariable logistic regression analyses. A Z-test was conducted to compare the prevalence between people with and without epilepsy at the statistical significance level of 0.05. Prevalence ratios whose 95% confidence intervals did not overlap 1.00 were considered statistically significant. RESULTS: The overall age-standardized prevalence was 5.7% for COPD and 1.8% for epilepsy. Age-standardized prevalence of COPD among respondents with epilepsy (15.4%) exceeded that among those without epilepsy (5.5%). The association remained significantly different among all sociodemographic and risk factor subgroups (p < .05). In the adjusted analyses, epilepsy was also significantly associated with COPD, overall (adjusted prevalence ratio = 1.8, 95% confidence interval = 1.6-2.1) and in nearly all subgroups defined by selected characteristics. CONCLUSIONS: Epilepsy is associated with a higher prevalence of COPD in U.S. adults. Public health interventions targeting modifiable behavioral and socioeconomic risk factors among people with epilepsy may help prevent COPD and related premature death.


Subject(s)
Epilepsy/diagnosis , Epilepsy/epidemiology , Health Surveys/trends , Pulmonary Disease, Chronic Obstructive/diagnosis , Pulmonary Disease, Chronic Obstructive/epidemiology , Socioeconomic Factors , Adolescent , Adult , Aged , Comorbidity , Cross-Sectional Studies , Epilepsy/economics , Female , Health Surveys/economics , Humans , Male , Middle Aged , Pulmonary Disease, Chronic Obstructive/economics , Risk Factors , Self Report , United States/epidemiology , Young Adult
11.
Epilepsy Behav ; 109: 107123, 2020 08.
Article in English | MEDLINE | ID: mdl-32451250

ABSTRACT

To report progress, to identify gaps, and to plan epilepsy surveillance and research activities more effectively, the Centers for Disease Control and Prevention (CDC) Epilepsy Program has summarized findings from selected CDC-supported surveillance and epidemiologic studies about epilepsy from 1994 through 2019. We identified publications supported by CDC funding and publications conducted by the CDC Epilepsy Program alone or with partners. We included only epilepsy surveillance and epidemiologic studies focusing on epilepsy burden, epilepsy-related outcomes, and healthcare utilization. We describe the findings of these studies in the following order: 1)prevalence; 2)incidence; 3)epilepsy-related outcomes by selected demographic characteristics; 4)cysticercosis or neurocysticercosis (NCC); 5)traumatic brain injury (TBI); 6)comorbidity; 7)mortality; 8)access to care; 9)quality of care; and 10) cost. We have characterized these findings in relation to the scope of the first three domains of the 2012 Institute of Medicine report on epilepsy and its relevant first four recommendations. From 1994 through 2019, 76 publications on epilepsy-related epidemiologic and surveillance studies were identified. Over the past 25 years, CDC has expanded community, state, and national surveillance on epilepsy and supported epidemiologic studies by using multiple assessment methods and validated case-ascertainment criteria to identify epilepsy burden, epilepsy-related outcomes, and healthcare utilization in the general population or in population subgroups. Among identified research opportunities, studies on epilepsy incidence and risk factors, mortality, and cost are considered as important surveillance gaps. Other remaining gaps and suggested surveillance strategies are also proposed. Findings from this review may help epilepsy researchers and other stakeholders reference and prioritize future activities for epidemiologic and surveillance studies in epilepsy.


Subject(s)
Centers for Disease Control and Prevention, U.S. , Epilepsy/diagnosis , Epilepsy/epidemiology , Population Surveillance , Cross-Sectional Studies , Epilepsy/therapy , Female , Humans , Incidence , Male , Population Surveillance/methods , Prevalence , Retrospective Studies , Risk Factors , United States/epidemiology
12.
Epilepsy Behav ; 99: 106421, 2019 10.
Article in English | MEDLINE | ID: mdl-31383565

ABSTRACT

Suicide timing varies across several psychiatric disorders, which may share common underlying pathophysiological mechanisms with epilepsy. We investigated suicide timing in people with epilepsy. Using cross-sectional, population-based U.S. National Violent Death Reporting System data from 2003 through 2014 in 18 States, we identified 1310 suicides with epilepsy and 102,582 suicides without epilepsy among those 10 years and older. We compared patterns of suicide mortality ratios between those with and without epilepsy by month of year, week of month, day of week, time of day, and overall by age, sex, and race/ethnicity. As the suicide patterns seen among persons without epilepsy, suicides in persons with epilepsy occurred significantly more often during the morning, afternoon, and evening hours than at night in all subgroups except females. Compared to Sundays, suicides in persons with epilepsy were only significantly increased on Mondays and Tuesdays in those aged ≥45 years and only on Mondays in men. This pattern differs from persons without epilepsy whose suicides significantly increased on Mondays and significantly decreased on Saturdays in nearly all study subgroups. Suicides in persons with epilepsy did not exhibit the timing patterns of persons without epilepsy by week of month (significant decreases from the third to fifth weeks compared to the first week among those aged ≥45 years, males, and Non-Hispanic whites) and month of year (significant increases from January to November peaking from June to September compared to December in all study groups). Compared to the general population or people without epilepsy, previous and current studies suggest that in people with epilepsy, suicide timing differs from and suicide rates significantly exceed those in people without epilepsy. Preventing suicide in people with epilepsy should focus not only on the peak times of occurrence but also across all time periods.


Subject(s)
Epilepsy/epidemiology , Epilepsy/psychology , Population Surveillance , Seasons , Suicide/psychology , Adolescent , Adult , Aged , Cause of Death/trends , Cross-Sectional Studies , Female , Humans , Male , Mental Disorders/epidemiology , Mental Disorders/psychology , Middle Aged , Population Surveillance/methods , Suicide/trends , Time Factors , United States/epidemiology , Violence/psychology , Violence/trends , Young Adult
13.
Epilepsia ; 60(6): 1209-1220, 2019 06.
Article in English | MEDLINE | ID: mdl-31111463

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.


Subject(s)
Death, Sudden/epidemiology , Epilepsy/mortality , Natural Language Processing , Sudden Unexpected Death in Epilepsy/epidemiology , Algorithms , Cross-Sectional Studies , Data Interpretation, Statistical , Drug Resistant Epilepsy/mortality , Electronic Health Records , Epilepsy, Tonic-Clonic/mortality , Humans , Neurosurgery/statistics & numerical data , Retrospective Studies , Risk Factors , Sensitivity and Specificity
14.
Arch Suicide Res ; 23(2): 261-272, 2019.
Article in English | MEDLINE | ID: mdl-29791303

ABSTRACT

We investigated suicide timing over different time periods by age, sex and race/ethnicity. A total of 122,107 suicide deaths were identified from the population-based U.S. National Violent Death Reporting System in 18 U.S. states from 2003 through 2014. Suicides significantly increased (p < .05) from March to peak in September before falling, the first week of the month, and early in the week. Suicides also significantly increased (p < .05) in the morning, mainly peaking during the afternoon, although suicides in adolescents peaked in the evening and in those 65-years and older peaked in the morning. Comprehensive prevention efforts should focus on those at overall increased suicide risk and at peaks of high suicide frequency, especially among those vulnerable subgroups.


Subject(s)
Ethnicity/statistics & numerical data , Suicide/statistics & numerical data , Adolescent , Adult , Black or African American , Age Factors , Aged , Aged, 80 and over , Asian , Child , Female , Hispanic or Latino , Humans , Indians, North American , Male , Middle Aged , Seasons , Sex Factors , Suicide/ethnology , Time Factors , United States , White People , Young Adult
15.
MMWR Morb Mortal Wkly Rep ; 67(15): 437-442, 2018 Apr 20.
Article in English | MEDLINE | ID: mdl-29672474

ABSTRACT

Approximately 3 million American adults reported active epilepsy* in 2015 (1). Active epilepsy, especially when seizures are uncontrolled, poses substantial burdens because of somatic, neurologic, and mental health comorbidity; cognitive and physical dysfunction; side effects of antiseizure medications; higher injury and mortality rates; poorer quality of life; and increased financial cost (2). Thus, prompt diagnosis and seizure control (i.e., seizure-free in the 12 months preceding the survey) confers numerous clinical and social advantages to persons with active epilepsy. To obtain recent and reliable estimates of active epilepsy and seizure control status in the U.S. population, CDC analyzed aggregated data from the 2013 and the 2015 National Health Interview Surveys (NHISs). Overall, an annual estimated 2.6 million (1.1%) U.S. adults self-reported having active epilepsy, 67% of whom had seen a neurologist or an epilepsy specialist in the past year, and 90% of whom reported taking epilepsy medication. Among those taking epilepsy medication, only 44% reported having their seizures controlled. A higher prevalence of active epilepsy and poorer seizure control were associated with low family income, unemployment, and being divorced, separated, or widowed. Use of epilepsy medication was higher among adults who saw an epilepsy specialist in the past year than among those who did not. Health care and public health should ensure that adults with uncontrolled seizures have appropriate care and self-management support in order to promote seizure control, improve health and social outcomes, and reduce health care costs.


Subject(s)
Epilepsy/epidemiology , Health Status Disparities , Seizures/prevention & control , Adolescent , Adult , Aged , Anticonvulsants/therapeutic use , Epilepsy/drug therapy , Female , Health Services Accessibility , Health Surveys , Humans , Male , Middle Aged , Neurologists/statistics & numerical data , Prevalence , Seizures/epidemiology , Socioeconomic Factors , United States/epidemiology , Young Adult
16.
Epilepsia Open ; 3(1): 91-97, 2018 03.
Article in English | MEDLINE | ID: mdl-29588993

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.

17.
Epilepsia ; 59(3): 530-543, 2018 03.
Article in English | MEDLINE | ID: mdl-29492970

ABSTRACT

Sudden unexpected death of an individual with epilepsy can pose a challenge to death investigators, as most deaths are unwitnessed, and the individual is commonly found dead in bed. Anatomic findings (eg, tongue/lip bite) are commonly absent and of varying specificity, thereby limiting the evidence to implicate epilepsy as a cause of or contributor to death. Thus it is likely that death certificates significantly underrepresent the true number of deaths in which epilepsy was a factor. To address this, members of the National Association of Medical Examiners, North American SUDEP Registry, Epilepsy Foundation SUDEP Institute, American Epilepsy Society, and the Centers for Disease Control and Prevention constituted an expert panel to generate evidence-based recommendations for the practice of death investigation and autopsy, toxicological analysis, interpretation of autopsy and toxicology findings, and death certification to improve the precision of death certificate data available for public health surveillance of epilepsy-related deaths. The recommendations provided in this paper are intended to assist medical examiners, coroners, and death investigators when a sudden unexpected death in a person with epilepsy is encountered.


Subject(s)
Coroners and Medical Examiners/standards , Death Certificates , Death, Sudden/epidemiology , Epilepsy/mortality , Epilepsy/diagnosis , Humans , United States/epidemiology
18.
Acad Forensic Pathol ; 8(1): 119-135, 2018 Mar.
Article in English | MEDLINE | ID: mdl-31240030

ABSTRACT

Sudden unexpected death of an individual with epilepsy (SUDEP) can pose a challenge to death investigators, as most deaths are unwitnessed and the individual is commonly found dead in bed. Anatomic findings (e.g., tongue/lip bite) are commonly absent and of varying specificity, limiting the evidence to implicate epilepsy as a cause of or contributor to death. Thus, it is likely that death certificates significantly underrepresent the true number of deaths in which epilepsy was a factor. To address this, members of the National Association of Medical Examiners, North American SUDEP Registry, Epilepsy Foundation SUDEP Institute, American Epilepsy Society, and the Centers for Disease Control and Prevention convened an expert panel to generate evidence-based recommendations for the practice of death investigation and autopsy, toxicological analysis, interpretation of autopsy and toxicology findings, and death certification to improve the precision of death certificate data available for public health surveillance of epilepsy-related deaths. The recommendations provided in this paper are intended to assist medical examiners, coroners, and death investigators when a sudden, unexpected death in a person with epilepsy is encountered.

19.
Chinese Journal of Immunology ; (12): 846-849,860, 2018.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-702829

ABSTRACT

Objective:To study the mechanism of kidney-replenishing herb in regulating the tolerance of fetal-maternal interface and the effect of IDO on modulating the phenotype of decidual NK cells. Methods: Indoleamine-2,3-dioxygenase ( IDO) expression in villus tissues from normal pregnancies and recurrent spontaneous abortion (RSA) patients was monitored by immunohisto-chemistry (IHC). IDO expression in HTR-8/Svneo cells treated with control or herb serum medium was detected by flow cytometry (FCM). The influence of kidney-replenishing herb on modulating the phenotype of NK cells,CD16 and CD56 expression in peripheral NK cells co-cultured with control or herb serum medium in the presence or absence of 1-methyltryptophan (1-MT) treated HTR-8/Svneo cells were measured by FCM. Results: IDO expression was decreased in villus tissue of RSA patients compared to normal preg-nancies. Herb medium could increase the IDO expression of HTR-8/Svneo. Kidney-replenishing herb could enhance the regulatory function of trophoblasts on NK cells and further induce the immune tolerance at fetal-maternal interface in IDO dependent and independent manners. Conclusion: Kidney-replenishing herb can modulate the phenotype of peripheral NK cell by up-regulating IDO expression in trophoblasts and play a role in the treatment of RSA patients.

20.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-699757

ABSTRACT

Objective To investigate the change of endomucin(EMCN) expression in diabetic retinopathy (DR) and its protective role in neurons apoptosis.Methods Fifty-six clean SD rats were randomly divided into 4 groups,including normal control group with intravitreal injection of normal saline,diabetes mellitus (DM) group with intravitreal injection of normal saline,EMCN transfection group with intravitreal injection of adenovirus associated virus(AAV)-EMCN and mCherry transfection group with intravitreal injection of AAV-mCherry,14 rats for each group.Intravitreal injection was performed 2 weeks before diabetes modeling.Western blot analysis was used to measure the expression of EMCN and phosphorylated Akt (p-Akt)/Akt.Flat-mounted retinas were performed to test the transfection efficiency.Hematoxylin-eosin staining was performed to examine the morphology of retinal tissue.The expression of cleaved caspase-3 in retinas of rats was assayed by immunofluorescence.The retinal apoptotic cells were detected by TUNEL.The use and care of the rats followed the ARVO Statement.Results The levels of fasting plasma glucose were significantly higher in the DM group,EMCN transfection group and mCherry transfection group than those in the normal control group (all at P<0.001).The expression of EMCN protein at 4 weeks and 8 weeks after modeling in the DM group were significantly lower than that in the normal control group (t=3.71,P<0.05;t =10.09,P<0.001).The mCherry transfection group was strongly expressed red fluorescence,the expression of EMCN was significantly lower in retinal tissue of DM group than that in the normal control group (t=13.67,P<0.001).The expression of EMCN was notably upregulated in retinas of EMCN transfection group,comparing with that of DM group (t =3.18,P<0.05).The expression of EMCN in mCherry transfection group was similar to that in the DM group (t =2.31,P=0.08).Initial morphologic degenerative changes were found in the DM group and mCherry transfection group,such as inter limiting membrane (ILM) was thicken,the number of RGCs was decreased,and the cells in outer nuclear layer (ONL) and inner nuclear layer (INL) arranged irregularly.The histologic change of retinas in the EMCN transfection group was milder than that in the DM group.The expression of cleaved caspase-3 was upregulated in INL of DM group and mCherry transfection group,compared with that in the normal control group.Compared with the normal control group,the number of TUNEL-positive cells noticeably increased in the ONL of DM group and mCherry transfection group,and the number of TUNEL-positive cells markedly reduced in the EMCN transfection group.The relative expression of p-Akt/Akt was significantly lower in the retinal tissue of DM group than that in the normal control group (t =5.52,P<0.01).However,the relative expression of p-Akt/Akt was notably upregulated in retinas of EMCN transfection group,compared with that in the DM group (t=3.14,P<0.05).The relative expression of p-Akt/Akt in mCherry transfection group was similar to that in the DM group (t =0.81,P =0.46).Conclusions The overexpression of EMCN can protect diabetic retinas neurons from apoptosis,and its mechanism maybe associated with activation of Akt signaling pathway.

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