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1.
J Endocr Soc ; 8(4): bvae022, 2024 Feb 19.
Artigo em Inglês | MEDLINE | ID: mdl-38405220
2.
Circulation ; 144(1): 7-19, 2021 07 06.
Artigo em Inglês | MEDLINE | ID: mdl-33947203

RESUMO

BACKGROUND: Each of the cardiomyopathies, classically categorized as hypertrophic cardiomyopathy, dilated cardiomyopathy (DCM), and arrhythmogenic right ventricular cardiomyopathy, has a signature genetic theme. Hypertrophic cardiomyopathy and arrhythmogenic right ventricular cardiomyopathy are largely understood as genetic diseases of sarcomere or desmosome proteins, respectively. In contrast, >250 genes spanning >10 gene ontologies have been implicated in DCM, representing a complex and diverse genetic architecture. To clarify this, a systematic curation of evidence to establish the relationship of genes with DCM was conducted. METHODS: An international panel with clinical and scientific expertise in DCM genetics evaluated evidence supporting monogenic relationships of genes with idiopathic DCM. The panel used the Clinical Genome Resource semiquantitative gene-disease clinical validity classification framework with modifications for DCM genetics to classify genes into categories on the basis of the strength of currently available evidence. Representation of DCM genes on clinically available genetic testing panels was evaluated. RESULTS: Fifty-one genes with human genetic evidence were curated. Twelve genes (23%) from 8 gene ontologies were classified as having definitive (BAG3, DES, FLNC, LMNA, MYH7, PLN, RBM20, SCN5A, TNNC1, TNNT2, TTN) or strong (DSP) evidence. Seven genes (14%; ACTC1, ACTN2, JPH2, NEXN, TNNI3, TPM1, VCL) including 2 additional ontologies were classified as moderate evidence; these genes are likely to emerge as strong or definitive with additional evidence. Of these 19 genes, 6 were similarly classified for hypertrophic cardiomyopathy and 3 for arrhythmogenic right ventricular cardiomyopathy. Of the remaining 32 genes (63%), 25 (49%) had limited evidence, 4 (8%) were disputed, 2 (4%) had no disease relationship, and 1 (2%) was supported by animal model data only. Of the 16 evaluated clinical genetic testing panels, most definitive genes were included, but panels also included numerous genes with minimal human evidence. CONCLUSIONS: In the curation of 51 genes, 19 had high evidence (12 definitive/strong, 7 moderate). It is notable that these 19 genes explain only a minority of cases, leaving the remainder of DCM genetic architecture incompletely addressed. Clinical genetic testing panels include most high-evidence genes; however, genes lacking robust evidence are also commonly included. We recommend that high-evidence DCM genes be used for clinical practice and that caution be exercised in the interpretation of variants in variable-evidence DCM genes.


Assuntos
Cardiomiopatia Dilatada/diagnóstico , Cardiomiopatia Dilatada/genética , Medicina Baseada em Evidências/métodos , Prova Pericial/métodos , Predisposição Genética para Doença/genética , Testes Genéticos/métodos , Medicina Baseada em Evidências/normas , Prova Pericial/normas , Testes Genéticos/normas , Humanos
3.
BMC Med ; 19(1): 85, 2021 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-33820530

RESUMO

BACKGROUND: Machine learning (ML) is increasingly used in research for subtype definition and risk prediction, particularly in cardiovascular diseases. No existing ML models are routinely used for cardiovascular disease management, and their phase of clinical utility is unknown, partly due to a lack of clear criteria. We evaluated ML for subtype definition and risk prediction in heart failure (HF), acute coronary syndromes (ACS) and atrial fibrillation (AF). METHODS: For ML studies of subtype definition and risk prediction, we conducted a systematic review in HF, ACS and AF, using PubMed, MEDLINE and Web of Science from January 2000 until December 2019. By adapting published criteria for diagnostic and prognostic studies, we developed a seven-domain, ML-specific checklist. RESULTS: Of 5918 studies identified, 97 were included. Across studies for subtype definition (n = 40) and risk prediction (n = 57), there was variation in data source, population size (median 606 and median 6769), clinical setting (outpatient, inpatient, different departments), number of covariates (median 19 and median 48) and ML methods. All studies were single disease, most were North American (n = 61/97) and only 14 studies combined definition and risk prediction. Subtype definition and risk prediction studies respectively had limitations in development (e.g. 15.0% and 78.9% of studies related to patient benefit; 15.0% and 15.8% had low patient selection bias), validation (12.5% and 5.3% externally validated) and impact (32.5% and 91.2% improved outcome prediction; no effectiveness or cost-effectiveness evaluations). CONCLUSIONS: Studies of ML in HF, ACS and AF are limited by number and type of included covariates, ML methods, population size, country, clinical setting and focus on single diseases, not overlap or multimorbidity. Clinical utility and implementation rely on improvements in development, validation and impact, facilitated by simple checklists. We provide clear steps prior to safe implementation of machine learning in clinical practice for cardiovascular diseases and other disease areas.


Assuntos
Síndrome Coronariana Aguda , Fibrilação Atrial , Insuficiência Cardíaca , Síndrome Coronariana Aguda/diagnóstico , Síndrome Coronariana Aguda/epidemiologia , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/epidemiologia , Análise Custo-Benefício , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/epidemiologia , Humanos , Aprendizado de Máquina
4.
Sci Rep ; 11(1): 2938, 2021 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-33536532

RESUMO

Reducing the burden of late-life morbidity requires an understanding of the mechanisms of ageing-related diseases (ARDs), defined as diseases that accumulate with increasing age. This has been hampered by the lack of formal criteria to identify ARDs. Here, we present a framework to identify ARDs using two complementary methods consisting of unsupervised machine learning and actuarial techniques, which we applied to electronic health records (EHRs) from 3,009,048 individuals in England using primary care data from the Clinical Practice Research Datalink (CPRD) linked to the Hospital Episode Statistics admitted patient care dataset between 1 April 2010 and 31 March 2015 (mean age 49.7 years (s.d. 18.6), 51% female, 70% white ethnicity). We grouped 278 high-burden diseases into nine main clusters according to their patterns of disease onset, using a hierarchical agglomerative clustering algorithm. Four of these clusters, encompassing 207 diseases spanning diverse organ systems and clinical specialties, had rates of disease onset that clearly increased with chronological age. However, the ages of onset for these four clusters were strikingly different, with median age of onset 82 years (IQR 82-83) for Cluster 1, 77 years (IQR 75-77) for Cluster 2, 69 years (IQR 66-71) for Cluster 3 and 57 years (IQR 54-59) for Cluster 4. Fitting to ageing-related actuarial models confirmed that the vast majority of these 207 diseases had a high probability of being ageing-related. Cardiovascular diseases and cancers were highly represented, while benign neoplastic, skin and psychiatric conditions were largely absent from the four ageing-related clusters. Our framework identifies and clusters ARDs and can form the basis for fundamental and translational research into ageing pathways.


Assuntos
Envelhecimento , Doenças Cardiovasculares/epidemiologia , Ciência de Dados , Transtornos Mentais/epidemiologia , Neoplasias/epidemiologia , Idade de Início , Idoso , Idoso de 80 Anos ou mais , Análise por Conglomerados , Efeitos Psicossociais da Doença , Registros Eletrônicos de Saúde/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Atenção Primária à Saúde/estatística & dados numéricos , Fatores de Risco , Aprendizado de Máquina não Supervisionado
6.
Am Heart J ; 221: 106-113, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31986287

RESUMO

Studies of outcomes among adults with congenital heart defects (CHDs) have focused on those receiving cardiac care, limiting generalizability. The Congenital Heart Survey To Recognize Outcomes, Needs, and well-beinG (CH STRONG) will assess comorbidities, health care utilization, quality of life, and social and educational outcomes from a US population-based sample of young adults living with CHD. METHODS: Individuals with CHD born between 1980 and 1997 were identified using active, population-based birth defects surveillance systems from 3 US locations (Arkansas [AR]; Arizona [AZ]; and Atlanta, Georgia [GA]) linked to death records. Individuals with current contact information responded to mailed survey materials during 2016 to 2019. Respondents and nonrespondents were compared using χ2 tests. RESULTS: Sites obtained contact information for 74.6% of the 9,312 eligible individuals alive at recruitment. Of those, 1,656 returned surveys, either online (18.1%) or via paper (81.9%), for a response rate of 23.9% (AR: 18.3%; AZ: 30.7%; Atlanta, GA: 28.0%; P value < .01). For 20.0% of respondents, a proxy completed the survey, with 63.9% reporting that the individual with CHD was mentally unable. Among respondents and nonrespondents, respectively, sex (female: 54.0% and 47.3%), maternal race/ethnicity (non-Hispanic white: 74.3% and 63.0%), CHD severity (severe: 33.8% and 27.9%), and noncardiac congenital anomalies (34.8% and 38.9%) differed significantly (P value < .01); birth year (1991-1997: 56.0% and 57.5%) and presence of Down syndrome (9.2% and 8.9%) did not differ. CONCLUSIONS: CH STRONG will provide the first multisite, population-based findings on long-term outcomes among the growing population of US adults with CHD.


Assuntos
Escolaridade , Serviços de Saúde/estatística & dados numéricos , Cardiopatias Congênitas/fisiopatologia , Cardiopatias Congênitas/psicologia , Qualidade de Vida , Adulto , Comorbidade , Feminino , Humanos , Masculino , Avaliação das Necessidades , Inquéritos e Questionários , Estados Unidos , Adulto Jovem
7.
Am J Cardiol ; 124(4): 650-651, 2019 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-31248590
8.
Pediatr Transplant ; 23(6): e13495, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31169342

RESUMO

Data investigating the impact of household income and other factors on SV patient status-post-Fontan palliation after heart transplantation are lacking. We aim to evaluate factors affecting outcomes after OHT in this population. The PHIS database was interrogated for either SV or myocarditis/primary CM who were 4 years or older who underwent a single OHT. There were 1599 patients with a median age of 13.2 years (IQR: 9.3-16.1). Total hospital costs were significantly higher in the SV group ($408 000 vs $294 000, P < 0.0001), but as median household income increased, the risk of inhospital mortality, post-transplant LOS, and LOS-adjusted total hospital costs all decreased. The risk of inhospital mortality increased 6.5% per 1 year of age increase at the time of transplant. Patients in the SV group had significantly more diagnoses than those in the CM group (21 vs 15, P < 0.0001) and had longer total hospital LOSs as a result of longer post-transplant courses (25 days vs 15, P < 0.0001). Increased median household income and younger age are associated with decreased resource utilization and improved inhospital mortality in SV CHD patients who undergo OHT. In conclusion, earlier consideration of OHT in this population, coupled with improved selection criteria, may increase survival in this population.


Assuntos
Cardiomiopatias/cirurgia , Cardiopatias Congênitas/cirurgia , Transplante de Coração , Resultado do Tratamento , Adolescente , Criança , Pré-Escolar , Comorbidade , Feminino , Técnica de Fontan , Custos de Cuidados de Saúde , Ventrículos do Coração/anormalidades , Ventrículos do Coração/cirurgia , Custos Hospitalares , Mortalidade Hospitalar , Humanos , Pacientes Internados , Tempo de Internação , Masculino , Estudos Retrospectivos , Fatores de Risco , Classe Social
9.
Am J Cardiol ; 119(7): 1106-1110, 2017 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-28242012

RESUMO

Most patients with single ventricle (SV) congenital heart disease are expected to survive to adulthood. Women with SV are often counseled against pregnancy; however, data on pregnancies in these women are lacking. We sought to evaluate in-hospital outcomes of pregnancy in women with SV. We used nationally representative data from the 1998 to 2012 National Inpatient Sample to identify women ≥18 years of age admitted to the hospital with International Classification of Diseases-9th Revision codes for an intrauterine pregnancy and a diagnosis of hypoplastic left heart syndrome, tricuspid atresia, or common ventricle. A matched comparison group without a diagnosis of congenital heart disease or pulmonary hypertension was identified from the database. National estimates of hospitalizations were calculated. Length of stay, hospital charges, and complications were analyzed and compared between groups. Charge data were adjusted to 2012 dollars. There were 282 admissions of pregnant women with SV (69% with deliveries) and 1,405 admissions in the control group (88% with deliveries). Vaginal delivery was more common in SV (74% vs 71%, p <0.001). Length of stay (4.1 ± 0.91 vs 2.8 ± 0.18 days, p <0.001) and charges ($30,787 ± 8,109 vs $15,536 ± 1,006, p <0.0001) were higher in the SV group. Complications occurred in most SV admissions and were more common in the SV group than in the control group. No deaths occurred. Cardiovascular complications occurred in 25% of pregnancy-related hospitalizations, although in-hospital pregnancy-related death is rare. Vaginal delivery is common in these patients. These data suggest that pregnancy and vaginal delivery can be tolerated in women with SV, although the risk for a cardiovascular event is significantly higher than in the general population.


Assuntos
Cardiopatias Congênitas/epidemiologia , Ventrículos do Coração/anormalidades , Resultado da Gravidez , Adulto , Feminino , Preços Hospitalares , Humanos , Tempo de Internação , Gravidez , Fatores de Risco , Estados Unidos/epidemiologia
11.
Pediatr Cardiol ; 38(1): 162-169, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27826707

RESUMO

Multiple reports have shown that echocardiograms are neither cost-effective nor of high diagnostic yield for a number of indications. This study sought to evaluate the impact of indications and provider type on the diagnostic yield of first-time outpatient pediatric echocardiograms. All initial echocardiograms interpreted at our institution from February 2009 to December 2014 were reviewed retrospectively. Positive findings were defined as any abnormality of structure or function. Ordering physicians were grouped as Primary Care, Subspecialist, or Cardiologist. A cost analysis of cardiac consultation versus direct echocardiogram ordering was performed using 2014 Arkansas Medicaid office-based allowables. A total of 7854 echocardiograms had complete data and were included in the study. Median age was 7.2 years (range 2 days to 18.9 years). There were 1179 (15%) abnormal first-time echocardiograms. Diagnostic yields were particularly low for the indications of chest pain (4.9%), syncope (5.3%), and palpitations (9.1%). When ordered by the Cardiology group, echocardiographic yields were increased 35% for all indications (p < 0.001) and 100% for murmurs (p < 0.001) when compared to the Primary Care group. Cost analysis using the model of cardiology consultation rather than direct primary care echocardiogram ordering estimated a 19.6% reduction in medical costs for the most common indication, murmur. The diagnostic yield of outpatient pediatric echocardiograms is low for most indications. Overall, cardiologists had an improved diagnostic yield compared to other ordering physicians. For the indication of murmur, cardiology evaluation before echocardiogram might decrease unnecessary testing and healthcare expenses. This study provides a framework for improving resource utilization in the pediatric population.


Assuntos
Ecocardiografia/estatística & dados numéricos , Adolescente , Arkansas , Criança , Pré-Escolar , Custos e Análise de Custo , Ecocardiografia/economia , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Pacientes Ambulatoriais/estatística & dados numéricos , Médicos/estatística & dados numéricos , Encaminhamento e Consulta/economia , Encaminhamento e Consulta/estatística & dados numéricos , Estudos Retrospectivos
12.
Lancet Diabetes Endocrinol ; 4(12): 996-1003, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-27765541

RESUMO

BACKGROUND: Endocrine-disrupting chemicals (EDCs) contribute to disease and dysfunction and incur high associated costs (>1% of the gross domestic product [GDP] in the European Union). Exposure to EDCs varies widely between the USA and Europe because of differences in regulations and, therefore, we aimed to quantify disease burdens and related economic costs to allow comparison. METHODS: We used existing models for assessing epidemiological and toxicological studies to reach consensus on probabilities of causation for 15 exposure-response relations between substances and disorders. We used Monte Carlo methods to produce realistic probability ranges for costs across the exposure-response relation, taking into account uncertainties. Estimates were made based on population and costs in the USA in 2010. Costs for the European Union were converted to US$ (€1=$1·33). FINDINGS: The disease costs of EDCs were much higher in the USA than in Europe ($340 billion [2·33% of GDP] vs $217 billion [1·28%]). The difference was driven mainly by intelligence quotient (IQ) points loss and intellectual disability due to polybrominated diphenyl ethers (11 million IQ points lost and 43 000 cases costing $266 billion in the USA vs 873 000 IQ points lost and 3290 cases costing $12·6 billion in the European Union). Accounting for probability of causation, in the European Union, organophosphate pesticides were the largest contributor to costs associated with EDC exposure ($121 billion), whereas in the USA costs due to pesticides were much lower ($42 billion). INTERPRETATION: EDC exposure in the USA contributes to disease and dysfunction, with annual costs taking up more than 2% of the GDP. Differences from the European Union suggest the need for improved screening for chemical disruption to endocrine systems and proactive prevention. FUNDING: Endocrine Society, Ralph S French Charitable Foundation, and Broad Reach Foundation.


Assuntos
Disruptores Endócrinos/economia , Exposição Ambiental/economia , Animais , Efeitos Psicossociais da Doença , Custos e Análise de Custo , Humanos , Estados Unidos
14.
Birth Defects Res A Clin Mol Teratol ; 103(9): 814-20, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26069215

RESUMO

BACKGROUND: Congenital heart defects (CHDs) are common birth defects and are associated with high hospital costs. The objectives of this study were to assess hospitalization costs, across the lifespan, of patients with CHDs in Arkansas. METHODS: Data from the 2006 to 2011 Healthcare Cost and Utilization Project Arkansas State Inpatient Databases were used. We included hospitalizations of patients whose admission occurred between January 1, 2006, and December 31, 2011, and included a principal or secondary CHD ICD-9-CM diagnosis code (745.0-747.49, except 747.0 and 745.5 for preterm infants). Hospitalizations were excluded if they involved out-of-state residents, normal newborn births, or if missing data included age at admission, state of residence, or hospital charges. Children were defined as those < 18 years-old at time of admission. RESULTS: Between 2006 and 2011, there were 2,242,484 inpatient hospitalizations in Arkansas. There were 9071 (0.4%) hospitalizations with a CHD, including 5,158 hospitalizations of children (2.2% of hospitalizations among children) and 3,913 hospitalizations of adults (0.2% of hospitalizations of adults). Hospital costs for these CHD hospitalizations totaled $355,543,696. The average annual cost of CHD hospitalizations in Arkansas was $59,257,283 during this time period. Infants accounted for 72% of all CHD-related hospital costs; total costs of CHD hospitalizations for children were almost five times those of hospitalization costs for adults with CHD. CONCLUSION: Hospitalizations with CHDs account for a disproportionate share of hospital costs in Arkansas. Hospitalizations of children with CHD accounted for a higher proportion of total hospitalizations than did hospitalizations of adults with CHD.


Assuntos
Cardiopatias Congênitas/economia , Hospitalização/economia , Adolescente , Adulto , Idoso , Arkansas , Criança , Pré-Escolar , Estudos Transversais , Bases de Dados Factuais , Feminino , Custos Hospitalares , Hospitais , Humanos , Lactente , Pacientes Internados , Tempo de Internação/economia , Masculino , Pessoa de Meia-Idade , Adulto Jovem
15.
J Clin Endocrinol Metab ; 100(4): 1245-55, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25742516

RESUMO

CONTEXT: Rapidly increasing evidence has documented that endocrine-disrupting chemicals (EDCs) contribute substantially to disease and disability. OBJECTIVE: The objective was to quantify a range of health and economic costs that can be reasonably attributed to EDC exposures in the European Union (EU). DESIGN: A Steering Committee of scientists adapted the Intergovernmental Panel on Climate Change weight-of-evidence characterization for probability of causation based upon levels of available epidemiological and toxicological evidence for one or more chemicals contributing to disease by an endocrine disruptor mechanism. To evaluate the epidemiological evidence, the Steering Committee adapted the World Health Organization Grading of Recommendations Assessment, Development and Evaluation (GRADE) Working Group criteria, whereas the Steering Committee adapted definitions recently promulgated by the Danish Environmental Protection Agency for evaluating laboratory and animal evidence of endocrine disruption. Expert panels used the Delphi method to make decisions on the strength of the data. RESULTS: Expert panels achieved consensus at least for probable (>20%) EDC causation for IQ loss and associated intellectual disability, autism, attention-deficit hyperactivity disorder, childhood obesity, adult obesity, adult diabetes, cryptorchidism, male infertility, and mortality associated with reduced testosterone. Accounting for probability of causation and using the midpoint of each range for probability of causation, Monte Carlo simulations produced a median cost of €157 billion (or $209 billion, corresponding to 1.23% of EU gross domestic product) annually across 1000 simulations. Notably, using the lowest end of the probability range for each relationship in the Monte Carlo simulations produced a median range of €109 billion that differed modestly from base case probability inputs. CONCLUSIONS: EDC exposures in the EU are likely to contribute substantially to disease and dysfunction across the life course with costs in the hundreds of billions of Euros per year. These estimates represent only those EDCs with the highest probability of causation; a broader analysis would have produced greater estimates of burden of disease and costs.


Assuntos
Efeitos Psicossociais da Doença , Disruptores Endócrinos/toxicidade , Doenças do Sistema Endócrino/economia , Exposição Ambiental/economia , União Europeia/economia , Adulto , Idoso , Transtorno do Deficit de Atenção com Hiperatividade/induzido quimicamente , Transtorno do Deficit de Atenção com Hiperatividade/economia , Transtorno do Deficit de Atenção com Hiperatividade/epidemiologia , Transtorno Autístico/induzido quimicamente , Transtorno Autístico/economia , Transtorno Autístico/epidemiologia , Criança , Doenças do Sistema Endócrino/epidemiologia , Exposição Ambiental/estatística & dados numéricos , Poluentes Ambientais/toxicidade , União Europeia/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
16.
J Clin Endocrinol Metab ; 100(4): 1256-66, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25742515

RESUMO

CONTEXT: Epidemiological studies and animal models demonstrate that endocrine-disrupting chemicals (EDCs) contribute to cognitive deficits and neurodevelopmental disabilities. OBJECTIVE: The objective was to estimate neurodevelopmental disability and associated costs that can be reasonably attributed to EDC exposure in the European Union. DESIGN: An expert panel applied a weight-of-evidence characterization adapted from the Intergovernmental Panel on Climate Change. Exposure-response relationships and reference levels were evaluated for relevant EDCs, and biomarker data were organized from peer-reviewed studies to represent European exposure and approximate burden of disease. Cost estimation as of 2010 utilized lifetime economic productivity estimates, lifetime cost estimates for autism spectrum disorder, and annual costs for attention-deficit hyperactivity disorder. Setting, Patients and Participants, and Intervention: Cost estimation was carried out from a societal perspective, ie, including direct costs (eg, treatment costs) and indirect costs such as productivity loss. RESULTS: The panel identified a 70-100% probability that polybrominated diphenyl ether and organophosphate exposures contribute to IQ loss in the European population. Polybrominated diphenyl ether exposures were associated with 873,000 (sensitivity analysis, 148,000 to 2.02 million) lost IQ points and 3290 (sensitivity analysis, 3290 to 8080) cases of intellectual disability, at costs of €9.59 billion (sensitivity analysis, €1.58 billion to €22.4 billion). Organophosphate exposures were associated with 13.0 million (sensitivity analysis, 4.24 million to 17.1 million) lost IQ points and 59 300 (sensitivity analysis, 16,500 to 84,400) cases of intellectual disability, at costs of €146 billion (sensitivity analysis, €46.8 billion to €194 billion). Autism spectrum disorder causation by multiple EDCs was assigned a 20-39% probability, with 316 (sensitivity analysis, 126-631) attributable cases at a cost of €199 million (sensitivity analysis, €79.7 million to €399 million). Attention-deficit hyperactivity disorder causation by multiple EDCs was assigned a 20-69% probability, with 19 300 to 31 200 attributable cases at a cost of €1.21 billion to €2.86 billion. CONCLUSIONS: EDC exposures in Europe contribute substantially to neurobehavioral deficits and disease, with a high probability of >€150 billion costs/year. These results emphasize the advantages of controlling EDC exposure.


Assuntos
Efeitos Psicossociais da Doença , Disruptores Endócrinos/toxicidade , Doenças do Sistema Endócrino/economia , Exposição Ambiental/economia , União Europeia/economia , Transtornos Mentais/economia , Adolescente , Adulto , Transtorno do Deficit de Atenção com Hiperatividade/induzido quimicamente , Transtorno do Deficit de Atenção com Hiperatividade/economia , Transtorno do Deficit de Atenção com Hiperatividade/epidemiologia , Transtorno Autístico/induzido quimicamente , Transtorno Autístico/economia , Transtorno Autístico/epidemiologia , Criança , Pré-Escolar , Doenças do Sistema Endócrino/induzido quimicamente , Doenças do Sistema Endócrino/epidemiologia , Exposição Ambiental/estatística & dados numéricos , Europa (Continente)/epidemiologia , União Europeia/estatística & dados numéricos , Feminino , Humanos , Deficiência Intelectual/induzido quimicamente , Deficiência Intelectual/economia , Deficiência Intelectual/epidemiologia , Masculino , Transtornos Mentais/induzido quimicamente , Transtornos Mentais/epidemiologia
17.
Pediatr Cardiol ; 36(1): 132-9, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25096902

RESUMO

Marfan syndrome (MFS) is an autosomal dominant connective tissue disorder affecting 1 in 3,000 people. Cardiovascular involvement is a prominent feature of MFS, with aortic dissection and/or rupture being the leading cause of death. Advances in the medical and surgical care of patients with MFS have improved survival. Hospital resource utilization and outcomes have not been evaluated in a large population of patients with MFS. We sought to analyze pediatric hospital resource utilization and outcomes in patients with MFS. Nationally distributed data from 43 pediatric hospitals in the 2004-2011 Pediatric Health Information System database were used to identify patients admitted to the hospital with International Classification of Diseases-9th Revision codes for a diagnosis of MFS. Aortic aneurysm (AA) with or without dissection, length of stay (LOS), and hospital charges were determined. During the study period, there were 1,978 admissions in 1,228 patients with MFS. AA was present in 217 (11%) admissions in 188 (15%) patients (63% male). Mean age of patients with AA was 13.8 ± 5.9 years. Aortic dissection or rupture was present in 15 (7% with AA) admissions in 15 (8% with AA) patients (mean age 15.7 ± 5.2 years). Other cardiac diagnoses occurred more commonly in the AA cohort (p < 0.0001), regardless of the reason for admission. Cardiothoracic surgical procedures were performed in 116 AA admissions (53%). Mean LOS, hospital charges per admission, and charges per day were significantly higher in AA cohort compared to those without AA. In-hospital mortality for AA was 2%. The presence of AA in patients with MFS increases hospital resource utilization. Cardiothoracic surgeries are commonly performed in this cohort. Other cardiovascular diagnoses are more prevalent in patients with AA suggesting a more severe phenotype.


Assuntos
Aneurisma Aórtico/etiologia , Aneurisma Aórtico/cirurgia , Hospitalização/estatística & dados numéricos , Síndrome de Marfan/complicações , Síndrome de Marfan/cirurgia , Adolescente , Adulto , Arkansas , Procedimentos Cirúrgicos Cardíacos , Criança , Pré-Escolar , Feminino , Preços Hospitalares , Mortalidade Hospitalar , Hospitais Pediátricos , Humanos , Lactente , Recém-Nascido , Tempo de Internação/estatística & dados numéricos , Masculino
18.
J Gambl Stud ; 31(1): 281-93, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23934370

RESUMO

Casino gambling in Ohio became available for the first time in May 2012. This gambling expansion led the Ohio substance abuse monitoring (OSAM) Network, Ohio's drug abuse surveillance system that collects drug trend data on an ongoing basis, to amend its protocol in June 2011 to include collection of data related to problem and pathological gambling to inform current treatment and prevention needs. OSAM collected gambling data from July 2011 to June 2012 via focus group interviews of 714 drug users recruited from alcohol and other drug (AOD) treatment programs throughout Ohio. Participants who reported gambling during the past 6 months (N = 412) completed the South Oaks gambling screen. This study found a prevalence estimate of 12.1 % for probable pathological gambling among its statewide sample. Sizeable proportions of participants reported that they gambled more when using AOD (23.5 %) and used more AOD when gambling (19.4 %). A majority of study participants (59.2 %) reported participation in at least one type of gambling during the past 6 months, and of those participants, only 22.2 % reported ever having been asked about gambling while receiving AOD treatment services, with just 12.5 % reporting ever having had gambling treatment services offered to them. Men were 4.1 times more likely to screen positive for probable pathological gambling than women; non-Whites were 61.0 % more likely to screen positive than Whites. Findings presented in this report have the potential to help shape and strengthen problem and pathological gambling prevention and treatment measures in Ohio.


Assuntos
Jogo de Azar/psicologia , Jogo de Azar/terapia , Necessidades e Demandas de Serviços de Saúde/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Transtornos Relacionados ao Uso de Substâncias/psicologia , Transtornos Relacionados ao Uso de Substâncias/terapia , Adulto , Coleta de Dados/métodos , Feminino , Jogo de Azar/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , Avaliação das Necessidades , Ohio/epidemiologia , Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Prevalência , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , Adulto Jovem
19.
J Cardiovasc Electrophysiol ; 25(2): 179-86, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24102747

RESUMO

OBJECTIVES: The study sought to identify the impact of cardiac arrhythmias on hospitalizations in adults with single ventricle (SV) congenital heart disease (CHD). BACKGROUND: Surgical advances have dramatically improved survival in patients with CHD. Cardiac arrhythmias and sudden cardiac death are common in adults with CHD. METHODS AND RESULTS: Data from 43 pediatric hospitals in the 2004 to 2011 Pediatric Health Information System database were used to identify patients ≥18 years of age admitted with International Classification of Diseases-9th Revision codes for a diagnosis of either hypoplastic left heart syndrome (HLHS), tricuspid atresia (TA) or common ventricle (CV), and a cardiac arrhythmia. Primary and secondary diagnoses, length of stay (LOS), hospital charges, and interventional procedures were determined. Multilevel models were used to evaluate differences in demographics, diagnoses, and clinical outcomes among the 3 subgroups (HLHS, TA, and CV). Interactions of charges with arrhythmia and admission year were examined using ANOVA. There were 642 admissions in 424 patients with SV CHD and an arrhythmia diagnosis. A single arrhythmia diagnosis was present in 454 admissions (71%). Total hospital charges were $80.7 million with mean charge per admission of $127,296 ± 243,094. The mean charge per hospital day was $16,653 ± 17,516 and increased across the study period (P < 0.01). Arrhythmia distributions were impacted by SV anatomic subtype (P < 0.001). Hospital resource utilization was significantly different among arrhythmia groups (P < 0.001). CONCLUSIONS: In adults with SV CHD, arrhythmias are affected by SV anatomic subtype and impact adversely upon hospital resource utilization.


Assuntos
Arritmias Cardíacas/economia , Custos de Cuidados de Saúde/estatística & dados numéricos , Cardiopatias Congênitas/economia , Ventrículos do Coração/anormalidades , Tempo de Internação/economia , Revisão da Utilização de Recursos de Saúde , Adulto , Arritmias Cardíacas/epidemiologia , Comorbidade , Feminino , Cardiopatias Congênitas/epidemiologia , Humanos , Tempo de Internação/estatística & dados numéricos , Masculino , Prevalência , Fatores de Risco , Estados Unidos/epidemiologia , Adulto Jovem
20.
Int J Cardiol ; 168(5): 4596-601, 2013 Oct 12.
Artigo em Inglês | MEDLINE | ID: mdl-23938215

RESUMO

BACKGROUND: Most patients with single ventricle congenital heart disease (SV) are now expected to survive to adulthood. Medical comorbidities are common in SV. METHODS: We used data from 43 pediatric hospitals in the 2004 to 2011 Pediatric Health Information System database to identify patients ≥18 years of age admitted with International Classification of Diseases-9th Revision codes for a diagnosis of either hypoplastic left heart syndrome (HLHS), tricuspid atresia (TA) or common ventricle (CV). Primary (PD) and secondary diagnoses (SD), length of stay (LOS) and hospital charges were determined. Multilevel models were used to evaluate differences in demographics, diagnoses, and admission outcomes among the three subgroups (HLHS, TA, and CV). Interactions of charges with PD and admission year were examined using ANOVA. RESULTS: There were 801 SV patients with 1330 admissions during the study period. Mean age was 24.8±6.2 years (55% male) and mean LOS was 6.8±11.3 days. Total hospital charges were $135 million with mean charge per admission of $101,131±205,808. The mean charge per day was $15,407±16,437. Hospital charges correlated with PD group (p<0.001). Admission rate remained stable (~180/year) from 2006 to 2011. LOS decreased (p=0.0308) and hospital charges per day increased across the study period (p<0.001). PD was non-cardiac in 28% of admissions. Liver-related conditions were more common in patients with HLHS (p<0.001). CONCLUSIONS: Hospitalization costs in adults with SV are significant and are impacted by comorbid medical conditions. Hospitalization rates for adults with SV are not increasing. Gastroenterologic comorbidities including protein-losing enteropathy (PLE) are common in HLHS.


Assuntos
Doenças do Sistema Digestório/epidemiologia , Cardiopatias Congênitas/epidemiologia , Ventrículos do Coração/anormalidades , Hospitalização/tendências , Adulto , Comorbidade/tendências , Custos e Análise de Custo , Bases de Dados Factuais , Doenças do Sistema Digestório/economia , Feminino , Seguimentos , Cardiopatias Congênitas/economia , Cardiopatias Congênitas/terapia , Preços Hospitalares , Hospitalização/economia , Humanos , Masculino , Estudos Retrospectivos , Estados Unidos/epidemiologia , Adulto Jovem
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