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1.
World J Pediatr Congenit Heart Surg ; 10(3): 261-267, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-31084315

RESUMO

OBJECTIVES: To evaluate the impact of regional cerebral perfusion (RCP) during heart operation on outcomes in neonates undergoing Norwood operation. METHODS: We performed a retrospective cohort study using data from the Single Ventricle Reconstruction trial data set. The adjusted effect of RCP use on each outcome was studied using a penalized logistic regression model with bootstrap validation. RESULTS: Of 549 patients included in the study, 252 patients (45.9%) received RCP during their heart operation. In univariate comparisons, the majority of the baseline characteristics and preoperative risk factors were similar in the RCP and No RCP group. The total cardiopulmonary bypass (CPB) time and the total cross-clamp (CC) time were longer in the RCP group (RCP vs No RCP, median CPB time: 161 minutes vs 109 minutes; median CC time: 63 minutes vs 43 minutes). In adjusted models, the use of RCP was not associated with decreased mortality and/or need for heart transplant at hospital discharge (odds ratio [OR]: 0.73; 95% confidence interval [CI]: 0.43-1.25) or prolonged mechanical ventilation (OR: 1.20, 95% CI: 0.62-2.28) or prolonged hospital length of stay (OR: 1.30, 95% CI: 0.73-2.30). We demonstrated that use of RCP was associated with longer CPB times, increased use of ultrafiltration, and higher probability of open chest after Norwood operation. CONCLUSIONS: This study did not demonstrate any impact of RCP on in-hospital mortality and/or heart transplantation, prolonged mechanical ventilation, and prolonged hospital length of stay among neonates undergoing Norwood operation.


Assuntos
Circulação Cerebrovascular/fisiologia , Cardiopatias Congênitas/cirurgia , Procedimentos de Norwood/métodos , Perfusão/métodos , Parada Circulatória Induzida por Hipotermia Profunda/métodos , Feminino , Cardiopatias Congênitas/mortalidade , Mortalidade Hospitalar/tendências , Humanos , Incidência , Recém-Nascido , Masculino , Procedimentos de Norwood/mortalidade , Complicações Pós-Operatórias/epidemiologia , Estudos Prospectivos , Fatores de Risco , Taxa de Sobrevida/tendências , Estados Unidos/epidemiologia
2.
J Intensive Care Med ; 34(11-12): 917-923, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-28847236

RESUMO

OBJECTIVE: Nitric oxide is utilized after pediatric cardiac surgery as an off-label medication without much evidence, is expensive, and varies among centers of varying surgical volume. The objective of our study was to describe the spectrum of nitric oxide utilization and to evaluate the effect of nitric oxide utilization on outcomes among patients cared for in centers of varying surgical volume using Pediatric Health Information system. METHODS: Patients aged ≤18 years undergoing heart surgery were included (2004-2015). Multivariable mixed-effects logistic regression models were fitted to evaluate association of center volume with odds of nitric oxide utilization among patients undergoing heart operations. Centers were classified into 3 volume categories based on tertiles of number of cardiopulmonary bypass cases performed (low volume: 34 792 patients, 21 centers; medium volume: 38 362 patients, 13 centers; high volume: 30 560 patients, 7 centers). RESULTS: A total of 103 714 patients from 41 hospitals were included. Of these, 15 708 (15.1%) patients received nitric oxide after cardiac surgery. Of the patients receiving nitric oxide, only 3936 (25.1%) patients were associated with a diagnosis of pulmonary hypertension. In adjusted models, low- and medium-volume centers were associated with higher nitric oxide utilization after heart operations as compared to high-volume centers (low vs high, odds ratio [OR]: 1.48, 95% confidence interval [CI]: 1.38-1.60; medium vs high, OR: 1.33, 95% CI: 1.26-1.41). Despite higher nitric oxide utilization, the mortality was worse among patients treated in low- and medium-volume centers, as compared to high-volume centers (low vs high, OR: 1.42, 95% CI: 1.26-1.60; medium vs high, OR: 1.14, 95% CI: 1.04-1.25). CONCLUSIONS: This study demonstrates variation in nitric oxide utilization after heart operations among centers of varying surgical volume. Further, it raises questions on the benefit of nitric oxide administration after pediatric cardiac surgery.


Assuntos
Procedimentos Cirúrgicos Cardíacos , Hospitais com Alto Volume de Atendimentos/estatística & dados numéricos , Hospitais com Baixo Volume de Atendimentos/estatística & dados numéricos , Óxido Nítrico/uso terapêutico , Uso Off-Label/estatística & dados numéricos , Pré-Escolar , Bases de Dados Factuais , Feminino , Humanos , Lactente , Recém-Nascido , Modelos Logísticos , Masculino , Período Pós-Operatório , Resultado do Tratamento , Estados Unidos
3.
J Crit Care ; 49: 21-26, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30342418

RESUMO

PURPOSE: To create a real-time prediction tool to predict probability of ECMO deployment in children with cardiac or pulmonary failure. MATERIALS AND METHODS: Patients ≤18 years old admitted to an ICU that participated in the Virtual Pediatric Systems database (2009-2015) were included. Logistic regression models using adaptive lasso methodology were used to identify independent factors associated with ECMO use. RESULTS: A total of 538,202 ICU patients from 140 ICUs qualified for inclusion. ECMO was deployed in 3484 patients (0.6%) with a mortality of 1450 patients (41.6%). The factors associated with increased probability of ECMO use included: younger age, pulmonary hypertension, congenital heart disease, high-complexity cardiac surgery, cardiomyopathy, acute lung injury, shock, renal failure, cardiac arrest, use of nitric oxide, use of either conventional mechanical ventilation or high frequency oscillatory ventilation, and higher annual ECMO center volume. The area under the receiver operating curve for this model was 0.90 (95% CI: 0.85-0.93). This tool can be accessed at https://soipredictiontool.shinyapps.io/ECMORisk/. CONCLUSIONS: Here, we present a tool to predict ECMO deployment among critically ill children; this tool will help create real-time risk stratification among critically ill children, and it will help with benchmarking, family counseling, and research.


Assuntos
Oxigenação por Membrana Extracorpórea/estatística & dados numéricos , Insuficiência Cardíaca/terapia , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Insuficiência Respiratória/terapia , Adolescente , Procedimentos Cirúrgicos Cardíacos , Criança , Pré-Escolar , Estado Terminal/terapia , Bases de Dados Factuais , Feminino , Mortalidade Hospitalar , Humanos , Lactente , Modelos Logísticos , Masculino , Insuficiência Respiratória/mortalidade , Estudos Retrospectivos , Fatores de Risco
4.
Ann Thorac Surg ; : 173-179, 2018 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-30179621

RESUMO

BACKGROUND: This study evaluated the characteristics and publication outcomes of pediatric heart disease abstracts presented in national meetings. METHODS: Three years of abstracts (2012-2014) were evaluated from five national meetings: Society of Thoracic Surgeons (STS), American Association of Thoracic Surgeons (AATS), American College of Cardiology (ACC), American Academy of Pediatrics (AAP), and American Heart Association (AHA). Each abstract was assessed for publication in a peer-reviewed scientific journal, time to publication, impact factor of the journal, and number of citations associated with the publication. RESULTS: A total of 1145 abstracts qualified for inclusion. The majority of the abstracts originated from North America (80.8%) and were single institutional (85.7%), clinical (92.5%), and retrospective (77.9%) studies. A total of 767 abstracts (66.9%) were published in peer-reviewed journals as full-length articles. More than 90% of the abstracts presented at the surgical meetings were published as manuscripts in peer-reviewed journals. In contrast, 68.8% of ACC abstracts 53.7% AAP abstracts and 61.4% of AHA abstracts were published as manuscripts in a peer-reviewed journal. The median time to publication was shortest for STS abstracts (10 months) and longest for AHA abstracts (29 months). The median impact factor for published manuscripts varied between 3.0 and 3.5 for AATS abstracts, STS abstracts, ACC abstracts, and AHA abstracts. Manuscripts from AATS abstracts had the highest number of citations. CONCLUSIONS: Our data indicate that the national cardiology and cardiac surgery meetings have become a forum for presenting high-quality research, with >90% of the abstracts presented in these meetings culminating in publication.

5.
J Thorac Cardiovasc Surg ; 156(5): 1961-1967.e9, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30126659

RESUMO

OBJECTIVE: To evaluate the effect on mortality of reclassifying patients undergoing pediatric heart reoperations of varying complexity by operation of highest complexity instead of by first operation. METHODS: Data from the Virtual Pediatric Systems Database on children aged < 18 years who underwent heart surgery (with or without cardiopulmonary bypass) were included (2009-2015). Only patients who underwent reoperations during the same hospitalization were included. Patients were classified based on the first cardiovascular operation (the index operation), and on the complexity of the operation (the operation with the highest Society of Thoracic Surgeons-European Association for Cardio-Thoracic Surgery [STAT] mortality category of each hospital admission) performed. RESULTS: Of 51,047 patients (73 centers), 22,393 met inclusion criteria. Using index operation as the classifying operation, the number of patients classified in the STAT 1 category increased by approximately 2.5 times compared with the highest-complexity operation (index, 7,077 and highest complexity, 2,654). In contrast, when the highest-complexity classification was used, we noted an increase in the number of patients in other STAT categories. We also noted higher mortality in all STAT categories when patients were classified by index operation instead of by highest complexity (index vs highest STAT category 1, 0.6% vs 0.2%; category 2, 2.4% vs 0.8%; category 3, 3.1% vs 2.1%; category 4, 5.8% vs 5.6%; and category 5, 16.7% vs 16.5%). CONCLUSIONS: This study demonstrates differences in the reported number of patients and reported mortality in each STAT category among children undergoing various heart reoperations during the same hospitalization by classifying patients based on index operation compared with the operation of highest complexity.


Assuntos
Procedimentos Cirúrgicos Cardíacos/classificação , Indicadores de Qualidade em Assistência à Saúde , Adolescente , Fatores Etários , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Procedimentos Cirúrgicos Cardíacos/mortalidade , Criança , Pré-Escolar , Bases de Dados Factuais , Feminino , Mortalidade Hospitalar , Humanos , Lactente , Recém-Nascido , Masculino , Reoperação/classificação , Reoperação/mortalidade , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento , Estados Unidos , Adulto Jovem
6.
Comput Inform Nurs ; 36(12): 603-609, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-29927765

RESUMO

Adoption of electronic personal health records by older adults offers multiple advantages to healthcare and is being encouraged by federal agencies and health associations. However, obstacles have limited older adults' rates of adoption to approximately 10%. This study examined the initial proficiency of older adults at entering 21 standard health elements into an electronic personal health record. Entry completeness, accuracy, elapsed time, and help requests were measured. A combination of standard technology adoption model and older adult characteristics accounted for 52% of variability in proficiency at entering electronic personal health record data. Automatic linear modeling identified three variables as primarily related to proficiency with electronic personal health record use: age, computer competency, and mental status. Interventions to increase electronic personal health record adoption and proficiency of use will require the consideration of variables specific to older adults, and may best focus on younger seniors with good mental status and computer competency. Efforts for older seniors with decreased mental status might better center on delegation to a primary caregiver.


Assuntos
Atitude Frente aos Computadores , Cognição , Registros de Saúde Pessoal/psicologia , Interface Usuário-Computador , Fatores Etários , Idoso , Estudos Transversais , Feminino , Humanos , Vida Independente , Masculino , Pessoa de Meia-Idade , Informática em Enfermagem , Fatores de Tempo
8.
Pediatr Cardiol ; 39(7): 1373-1377, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-29767292

RESUMO

Right ventricular (RV) end-diastolic volume measured by cardiovascular magnetic resonance imaging (CMR) is a criterion for pulmonary valve replacement in patients with tetralogy of Fallot (TOF). We sought to determine if the ratio of echocardiographic, short-axis RV-to-left ventricular (LV) end-diastolic areas (EDA) could be used to predict RV volume on CMR. We retrospectively reviewed the echocardiograms of all patients with repaired TOF who underwent CMR at our institution from 2011 to 2015 and also had an echocardiogram within 6 months of the CMR. The short-axis RV and LV EDAs were measured and the ratio of the two was calculated. Results were compared with CMR RV end-diastolic volume index (RVEDVi) and RV:LV end-diastolic volume ratio. The sensitivity and specificity values predicting RV volumes > 150 ml/m2 were calculated. Fifty-eight studies met inclusion criteria. There were 47 studies with RVEDVi < 150 ml/m2 and 11 with RVEDVi > 150 ml/m2. RV:LV EDA and CMR RV:LV end-diastolic volume ratio correlated strongly (r = 0.76, p < 0.0001). An RV:LV EDA ≥ 1.57 had a 90% sensitivity to predict RVEDVi > 150 ml/m2 (area under the curve = 0.74, 95% CI 1.5-27.9; p = 0.012). An RV:LV EDA ≥ 1.88 had an 81% specificity to detect RV volume index > 150 ml/m2. Short-axis RV:LV EDA correlates well with an increased RVEDVi as measured by CMR. This new and simple measure can be used to predict optimal timing for CMR in anticipation of pulmonary valve replacement in repaired TOF.


Assuntos
Ecocardiografia/métodos , Ventrículos do Coração/diagnóstico por imagem , Imagem Cinética por Ressonância Magnética/métodos , Programas de Rastreamento/métodos , Tetralogia de Fallot/diagnóstico por imagem , Adolescente , Adulto , Procedimentos Cirúrgicos Cardíacos , Criança , Feminino , Humanos , Masculino , Estudos Retrospectivos , Sensibilidade e Especificidade , Tetralogia de Fallot/cirurgia , Adulto Jovem
9.
Anesth Analg ; 127(2): 472-477, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29677059

RESUMO

BACKGROUND: Pediatric perioperative cardiac arrest (CA) is a rare but catastrophic event. This case-control study aims to analyze the causes, incidence, and outcomes of all pediatric CA reported to Wake Up Safe. Factors associated with CA and mortality after arrest are examined and possible strategies for improving outcomes are considered. METHODS: CA in children was identified from the Wake Up Safe Pediatric Anesthesia Quality Improvement Initiative, a multicenter registry of adverse events in pediatric anesthesia. Incidence, demographics, underlying conditions, causes of CA, and outcomes were extracted. Descriptive statistics and logistic regression were used to study the above factors associated with CA and mortality after CA. RESULTS: A total of 531 cases of CA occurred during 1,006,685 anesthetics. CA was associated with age (odds ratio [95% confidence interval] comparing ≥6 vs <6 months of 0.26 [0.22-0.32]; P = .014), American Society of Anesthesiologists physical status (ASA PS III-V versus I-II, 9.24, 7.23-11.8; P < .001), and emergency status (3.55, 2.88-4.37; P < .001). Higher ASA PS was associated with increased mortality (ASA PS III-V versus I-II, 3.25, 1.20-8.81; P = .02) but anesthesia-related arrests were correlated with lower mortality (0.44, 0.26-0.74; P = .002). ASA emergency status (1.83, 1.05-3.19; P = .03) and off hours (night and weekend versus weekday, 2.17, 1.22-3.86; P = .008) were other factors associated with mortality after CA. CONCLUSIONS: The Wake Up Safe data validate single-institution studies' findings regarding incidence, factors associated with arrest, and outcomes of pediatric perioperative CA. However, CA occurring during the off hours had significantly worse outcomes, independent of patient physical status or emergency surgery. This suggests an opportunity for improved outcomes.


Assuntos
Anestesia/normas , Parada Cardíaca/mortalidade , Parada Cardíaca/prevenção & controle , Melhoria de Qualidade , Adolescente , Fatores Etários , Anestesia/efeitos adversos , Anestesia/métodos , Anestésicos , Estudos de Casos e Controles , Criança , Pré-Escolar , Feminino , Humanos , Incidência , Lactente , Recém-Nascido , Complicações Intraoperatórias/epidemiologia , Masculino , Pediatria/métodos , Sistema de Registros , Resultado do Tratamento
10.
Comput Inform Nurs ; 36(4): 183-192, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29406394

RESUMO

This pilot study examined the initial effects and estimated effect size of a computer-based simulation education program on certified nursing assistants' level of assistance when dressing nursing home residents with dementia and on residents' dressing performance. Nine dyads, assigned to either the experimental or control group, completed the study. Both groups received a traditional 1-hour education module delivered by a research assistant. The experimental group was then instructed to undertake an additional 2-hour intervention using a video simulator that enabled nursing assistants to practice level of assistance skills. The appropriateness of dressing assistance from nursing assistants and residents' dressing performance was measured before and 6 weeks after the intervention. The results showed that the two groups did not significantly differ in either appropriate levels of dressing assistance (P = .42) or residents' dressing performance (P = .38). A lack of effort by some assistants to properly assist residents and low statistical power may explain the lack of significance. The effect sizes of the experimental intervention on appropriate levels of dressing assistance and resident dressing performance were 0.69 and 0.89, respectively. Incorporating a strategy to improve motivation should be considered in future studies.


Assuntos
Atividades Cotidianas , Assistentes de Enfermagem/educação , Casas de Saúde , Treinamento por Simulação/métodos , Adulto , Idoso de 80 Anos ou mais , Demência/psicologia , Feminino , Humanos , Masculino , Assistentes de Enfermagem/estatística & dados numéricos , Projetos Piloto
11.
Semin Thorac Cardiovasc Surg ; 30(1): 62-68, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29360599

RESUMO

We aimed to empirically derive an inotrope score to predict real-time outcomes using the doses of inotropes after pediatric cardiac surgery. The outcomes evaluated included in-hospital mortality, prolonged hospital length of stay, and composite poor outcome (mortality or prolonged hospital length of stay). The study population included patients <18 years of age undergoing heart operations (with or without cardiopulmonary bypass) of varying complexity. To create this novel pediatric cardiac inotrope score (PCIS), we collected the data on the highest doses of 4 commonly used inotropes (epinephrine, norepinephrine, dopamine, and milrinone) in the first 24 hours after heart operation. We employed a hierarchical framework by representing discrete probability models with continuous latent variables that depended on the dosage of drugs for a particular patient. We used Bayesian conditional probit regression to model the effects of the inotropes on the mean of the latent variables. We then used Markov chain Monte Carlo simulations for simulating posterior samples to create a score function for each of the study outcomes. The training dataset utilized 1030 patients to make the scientific model. An online calculator for the tool can be accessed at https://soipredictiontool.shinyapps.io/InotropeScoreApp. The newly proposed empiric PCIS demonstrated a high degree of discrimination for predicting study outcomes in children undergoing heart operations. The newly proposed empiric PCIS provides a novel measure to predict real-time outcomes using the doses of inotropes among children undergoing heart operations of varying complexity.


Assuntos
Procedimentos Cirúrgicos Cardíacos , Cardiotônicos/administração & dosagem , Técnicas de Apoio para a Decisão , Cálculos da Dosagem de Medicamento , Cardiopatias Congênitas/cirurgia , Hemodinâmica/efeitos dos fármacos , Contração Miocárdica/efeitos dos fármacos , Fatores Etários , Teorema de Bayes , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Procedimentos Cirúrgicos Cardíacos/mortalidade , Cardiotônicos/efeitos adversos , Pré-Escolar , Tomada de Decisão Clínica , Simulação por Computador , Dopamina/administração & dosagem , Epinefrina/administração & dosagem , Feminino , Cardiopatias Congênitas/diagnóstico , Cardiopatias Congênitas/mortalidade , Cardiopatias Congênitas/fisiopatologia , Mortalidade Hospitalar , Humanos , Lactente , Recém-Nascido , Tempo de Internação , Masculino , Cadeias de Markov , Milrinona/administração & dosagem , Método de Monte Carlo , Nordefrin/administração & dosagem , Razão de Chances , Valor Preditivo dos Testes , Estudos Retrospectivos , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
12.
J Trauma Acute Care Surg ; 84(4): 655-663, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29300282

RESUMO

BACKGROUND: Major health care agencies recommend real-time ultrasound (RTUS) guidance during insertion of percutaneous central venous catheters (CVC) based on studies in which CVCs were placed by nonsurgeons. We conducted a meta-analysis to compare outcomes for surgeon-performed RTUS-guided CVC insertion versus traditional landmark technique. METHODS: A systematic review of the literature was performed, identifying randomized controlled trials (RCT) and prospective "safety studies" of surgeon-performed CVC insertions comparing landmark to RTUS techniques. Searches were conducted in MEDLINE, Cochrane, and Web of Science, with additional relevant articles identified through examination of the bibliographies and citations of the included studies. Two independent reviewers selected relevant studies that matched inclusion criteria, and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines were followed. A meta-analysis was conducted using random effects models to compare success and complication rates. RESULTS: Three RCTs were identified totaling 456 patients. The RTUS guidance was associated with better first attempt success (odds ratio [OR], 4.7; 95% confidence interval [CI], 1.5-14.7, p = 0.008) and overall success (OR 6.5, 95% CI: 2.7-15.7, p < 0.0001). However, there were no differences in overall complication (OR 1.9 (95% CI, 0.8-4.4, p = 0.14)) or arterial puncture (OR 2.0 (95% CI, 0.7-5.6, p = 0.18) rates between the two methods. CONCLUSION: Despite many studies involving nonsurgeons, there are only three RCTs comparing RTUS versus landmark technique for surgeon-performed CVC placement. The RTUS guidance is associated with better success than landmark technique, but no difference in complication rates. No study evaluated how RTUS was implemented. Larger studies examining RTUS use during surgeon-performed CVC placements are needed. LEVEL OF EVIDENCE: Systematic review and meta-analysis, level III.


Assuntos
Pontos de Referência Anatômicos/diagnóstico por imagem , Cateterismo Venoso Central/métodos , Cateteres Venosos Centrais , Cirurgiões , Ultrassonografia/métodos , Humanos
13.
J Crit Care ; 43: 207-213, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28917160

RESUMO

PURPOSE: With increasing emphasis on high-quality care, we designed this study to evaluate the relationship between Magnet® recognition and patient outcomes in pediatric critical care. MATERIALS AND METHODS: Post hoc analysis of data from an existing administrative national database. We used inverse probability of treatment weighting and multivariate models to compare outcomes between two study groups after adjusting for confounding variables. RESULTS: A total of 823,634 pediatric patients from 41 centers were included. Of these, 454,616 patients (55.2%) were treated in 23 Magnet hospitals. The majority of baseline characteristics did not vary significantly among the two study groups. In adjusted models, there was no difference in mortality between the two groups (Magnet vs. non-Magnet; odds ratio: 0.92, 95% confidence interval: 0.77-1.11). When stratified by various subgroups, such as cardiac, non-cardiac, ECMO, cardiac arrest, respiratory failure, use of nitric oxide, genetic abnormality etc., Magnet status of the hospital did not confer a survival advantage. In a sensitivity analysis on patients from crossover hospitals only, attainment of magnet status was associated with increased hospital charges. CONCLUSIONS: This large observational study calls into question the utility of the Magnet Recognition Program among children with critical illness, at least among the freestanding children's hospitals.


Assuntos
Serviços de Saúde da Criança/normas , Criança Hospitalizada , Estado Terminal/mortalidade , Hospitais Pediátricos/normas , Criança , Pré-Escolar , Cuidados Críticos/normas , Bases de Dados Factuais , Feminino , Humanos , Lactente , Masculino , Razão de Chances , Qualidade da Assistência à Saúde , Estados Unidos
14.
J Am Coll Radiol ; 15(1 Pt A): 58-64, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28847467

RESUMO

BACKGROUND: Use of cranial CT scans in children has been increasing, in part due to increased awareness of sports-related concussions. CT is the largest contributor to medical radiation exposure, a risk factor for cancer. Long-term cancer risks of CT scans can be two to three times higher for children than for adults because children are more radiosensitive and have a longer lifetime in which to accumulate exposure from multiple scans. STUDY AIM: To compare the radiation exposure injured children receive when imaged at nonpediatric hospitals (NPHs) versus pediatric hospitals. METHODS: Injured children younger than 18 years who received a CT scan at a referring hospital during calendar years (CYs) 2010 and 2013 were included. Patient-level factors included demographics, mode of transportation, and Injury Severity Score, and hospital-level factors included region of state, radiology services, and hospital type and size. Our primary outcome of interest was the effective radiation dose. RESULTS: Four hundred eighty-seven children were transferred to the pediatric trauma center during CYs 2010 and 2013, with a median age of 7.2 years (interquartile range 5-13). The median effective radiation dose received at NPHs was twice that received at the pediatric trauma center (3.8 versus 1.6 mSv, P < .001). Results were confirmed in independent and paired analyses, after controlling for mode of transportation, emergency department disposition, level of injury severity, and at the NPH trauma center level, hospital type, size, region, and radiology services location. CONCLUSION: NPHs have the potential to substantially reduce the medical radiation received by injured children. Pediatric CT protocols should be considered.


Assuntos
Doses de Radiação , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Ferimentos e Lesões/diagnóstico por imagem , Adolescente , Criança , Pré-Escolar , Estudos Transversais , Feminino , Hospitais Pediátricos , Humanos , Escala de Gravidade do Ferimento , Masculino , Padrões de Prática Médica/estatística & dados numéricos , Sistema de Registros , Centros de Traumatologia
15.
Crit Care Med ; 46(1): 108-115, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28991830

RESUMO

OBJECTIVES: To create a novel tool to predict favorable neurologic outcomes during ICU stay among children with critical illness. DESIGN: Logistic regression models using adaptive lasso methodology were used to identify independent factors associated with favorable neurologic outcomes. A mixed effects logistic regression model was used to create the final prediction model including all predictors selected from the lasso model. Model validation was performed using a 10-fold internal cross-validation approach. SETTING: Virtual Pediatric Systems (VPS, LLC, Los Angeles, CA) database. PATIENTS: Patients less than 18 years old admitted to one of the participating ICUs in the Virtual Pediatric Systems database were included (2009-2015). INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: A total of 160,570 patients from 90 hospitals qualified for inclusion. Of these, 1,675 patients (1.04%) were associated with a decline in Pediatric Cerebral Performance Category scale by at least 2 between ICU admission and ICU discharge (unfavorable neurologic outcome). The independent factors associated with unfavorable neurologic outcome included higher weight at ICU admission, higher Pediatric Index of Morality-2 score at ICU admission, cardiac arrest, stroke, seizures, head/nonhead trauma, use of conventional mechanical ventilation and high-frequency oscillatory ventilation, prolonged hospital length of ICU stay, and prolonged use of mechanical ventilation. The presence of chromosomal anomaly, cardiac surgery, and utilization of nitric oxide were associated with favorable neurologic outcome. The final online prediction tool can be accessed at https://soipredictiontool.shinyapps.io/GNOScore/. Our model predicted 139,688 patients with favorable neurologic outcomes in an internal validation sample when the observed number of patients with favorable neurologic outcomes was among 139,591 patients. The area under the receiver operating curve for the validation model was 0.90. CONCLUSIONS: This proposed prediction tool encompasses 20 risk factors into one probability to predict favorable neurologic outcome during ICU stay among children with critical illness. Future studies should seek external validation and improved discrimination of this prediction tool.


Assuntos
Estado Terminal/terapia , Avaliação da Deficiência , Mortalidade Hospitalar , Unidades de Terapia Intensiva Pediátrica , Transtornos do Neurodesenvolvimento/diagnóstico , Transtornos do Neurodesenvolvimento/mortalidade , Exame Neurológico/estatística & dados numéricos , Resultado do Tratamento , Bases de Dados Factuais , Feminino , Humanos , Lactente , Masculino , Fatores de Risco , Interface Usuário-Computador
16.
J Thorac Cardiovasc Surg ; 154(6): 2030-2037.e2, 2017 12.
Artigo em Inglês | MEDLINE | ID: mdl-28941736

RESUMO

OBJECTIVES: To create and validate a prediction model to assess outcomes associated with the Norwood operation. METHODS: The public-use dataset from a multicenter, prospective, randomized single-ventricle reconstruction trial was used to create this novel prediction tool. A Bayesian lasso logistic regression model was used for variable selection. We used a hierarchical framework by representing discrete probability models with continuous latent variables that depended on the risk factors for a particular patient. Bayesian conditional probit regression and Markov chain Monte Carlo simulations were then used to estimate the effects of the predictors on the means of these latent variables to create a score function for each of the study outcomes. We also devised a method to calculate the risk of outcomes associated with the Norwood operation before the actual heart operation. The 2 study outcomes evaluated were in-hospital mortality and composite poor outcome. RESULTS: The training dataset used 520 patients to generate the prediction model. The model included patient demographics, baseline characteristics, cardiac diagnosis, operation details, site volume, and surgeon experience. An online calculator for the tool can be accessed at https://soipredictiontool.shinyapps.io/NorwoodScoreApp/. Model validation was performed on 520 observations using an internal 10-fold cross-validation approach. The prediction model had an area under the curve of 0.77 for mortality and 0.72 for composite poor outcome on the validation dataset. CONCLUSIONS: Our new prognostic tool is a promising first step in creating real-time risk stratification in children undergoing a Norwood operation; this tool will be beneficial for the purposes of benchmarking, family counseling, and research.


Assuntos
Técnicas de Apoio para a Decisão , Cardiopatias Congênitas/cirurgia , Procedimentos de Norwood , Teorema de Bayes , Bases de Dados Factuais , Feminino , Cardiopatias Congênitas/diagnóstico por imagem , Cardiopatias Congênitas/mortalidade , Cardiopatias Congênitas/fisiopatologia , Mortalidade Hospitalar , Humanos , Recém-Nascido , Masculino , Cadeias de Markov , Método de Monte Carlo , Estudos Multicêntricos como Assunto , Procedimentos de Norwood/efeitos adversos , Procedimentos de Norwood/mortalidade , Complicações Pós-Operatórias/mortalidade , Valor Preditivo dos Testes , Ensaios Clínicos Controlados Aleatórios como Assunto , Recuperação de Função Fisiológica , Reprodutibilidade dos Testes , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
17.
World J Pediatr Congenit Heart Surg ; 8(4): 427-434, 2017 07.
Artigo em Inglês | MEDLINE | ID: mdl-28696880

RESUMO

OBJECTIVE: To evaluate the performance of the Pediatric Risk of Mortality 3 (PRISM-3) score in critically ill children with heart disease. METHODS: Patients <18 years of age admitted with cardiac diagnoses (cardiac medical and cardiac surgical) to one of the participating pediatric intensive care units in the Virtual Pediatric Systems, LLC, database were included. Performance of PRISM-3 was evaluated with discrimination and calibration measures among both cardiac surgical and cardiac medical patients. RESULTS: The study population consisted of 87,993 patients, of which 49% were cardiac medical patients (n = 43,545) and 51% were cardiac surgical patients (n = 44,448). The ability of PRISM-3 to distinguish survivors from nonsurvivors was acceptable for the entire cohort (c-statistic 0.86). However, PRISM-3 did not perform as well when stratified by varied severity of illness categories. Pediatric Risk of Mortality 3 underpredicted mortality among patients with lower severity of illness categories (quintiles 1-4) whereas it overpredicted mortality among patients with greatest severity of illness category (fifth quintile). When stratified by Society of Thoracic Surgeons-European Association for Cardiothoracic Surgery (STS-EACTS) categories, PRISM-3 overpredicted mortality among the STS-EACTS mortality categories 1, 2, and 3 and underpredicted mortality among the STS-EACTS mortality categories 4 and 5. Pediatric Risk of Mortality 3 overpredicted mortality among centers with high cardiac surgery volume whereas it underpredicted mortality among centers with low cardiac surgery volume. CONCLUSION: Data from this large multicenter study do not support the use of PRISM-3 in cardiac surgical or cardiac medical patients. In this study, the ability of PRISM-3 to distinguish survivors from nonsurvivors was fair at best, and the accuracy with which it predicted death was poor.


Assuntos
Estado Terminal , Cardiopatias/mortalidade , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Criança , Pré-Escolar , Bases de Dados Factuais , Feminino , Cardiopatias/diagnóstico , Mortalidade Hospitalar/tendências , Humanos , Lactente , Masculino , Estudos Retrospectivos , Índice de Gravidade de Doença , Taxa de Sobrevida/tendências , Estados Unidos/epidemiologia
18.
J Thorac Cardiovasc Surg ; 153(2): 450-458.e1, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-27866783

RESUMO

OBJECTIVES: To characterize cardiac arrest in children undergoing cardiac surgery using single-center data from the Society of Thoracic Surgeons and Pediatric Advanced Life Support Utstein-Style Guidelines. METHODS: Patients aged 18 years or less having a cardiac arrest for 1 minute or more during the same hospital stay as heart operation qualified for inclusion (2002-2014). Patients having a cardiac arrest both before or after heart operation were included. Heart operations were classified on the basis of the first cardiovascular operation of each hospital admission (the index operation). The primary outcome was survival to hospital discharge. RESULTS: A total of 3437 children undergoing at least 1 heart operation were included. Overall rate of cardiac arrest among these patients was 4.5% (n = 154) with survival to hospital discharge of 84 patients (66.6%). Presurgery cardiac arrest was noted among 28 patients, with survival of 21 patients (75%). Among the 126 patients with postsurgery cardiac arrest, survival was noted among 84 patients (66.6%). Regardless of surgical case complexity, the median days between heart operation and cardiac arrest, duration of cardiac arrest, and survival after cardiac arrest were similar. The independent risk factors associated with improved chances of survival included shorter duration of cardiac arrest (odds ratio, 1.12; 95% confidence interval, 1.05-1.20; P = .01) and use of defibrillator (odds ratio, 4.51; 95% confidence interval, 1.08-18.87; P = .03). CONCLUSIONS: This single-center study demonstrates that characterizing cardiac arrest in children undergoing cardiac surgery using definitions from 2 societies helps to increase data granularity and understand the relationship between cardiac arrest and heart operation in a better way.


Assuntos
Procedimentos Cirúrgicos Cardíacos , Reanimação Cardiopulmonar/métodos , Parada Cardíaca/epidemiologia , Arkansas/epidemiologia , Feminino , Parada Cardíaca/terapia , Mortalidade Hospitalar/tendências , Humanos , Incidência , Lactente , Masculino , Razão de Chances , Alta do Paciente/tendências , Período Pré-Operatório , Estudos Retrospectivos , Fatores de Risco , Fatores de Tempo
19.
J Am Coll Radiol ; 13(11): 1397-1403, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27577592

RESUMO

PURPOSE: The long-term cancer risks for children exposed to radiologic images can be two to three times higher than for adults because children are more sensitive to radiation and have a longer lifetime in which to accumulate exposure from CT scans. Injured children often undergo repeat CT imaging if they are transferred from non-pediatric hospitals to a Level I pediatric trauma center (PTC). This study determined the impact of a statewide web-based image repository (WBIR) on repeat imaging among transferred injured children. METHODS: All injured children who underwent CT imaging and were transferred to the PTC in 2010 (pre-WBIR) and 2013 (post-WBIR) were included. Patient-level factors studied included demographics, body region of scan, Injury Severity Score, and Emergency Department (ED) disposition. Change from pre to post on rate of repeat imaging was assessed. RESULTS: Two hundred fifty-four and 233 children, with a median age of 7.3 years, were transferred to the Children's Hospital in 2010 and 2013, respectively. Repeat imaging levels at the PTC were lower post-WBIR than pre-WBIR (20% versus 33%, odds ratio [OR] 0.54, P = .005). Images of the head decreased most significantly (60% versus 33%, OR 0.33). Images performed at Level II and III trauma centers were repeated less often after WBIR. CONCLUSIONS: The WBIR significantly reduced repeat imaging among injured children transferred to a PTC, especially children transferred from Level II and Level III trauma centers, children with lower-acuity injuries, and children with initial scans of the head. Radiation savings are expected to be beneficial to children.


Assuntos
Internet , Doses de Radiação , Exposição à Radiação/efeitos adversos , Exposição à Radiação/estatística & dados numéricos , Sistema de Registros , Tomografia Computadorizada por Raios X , Ferimentos e Lesões/diagnóstico por imagem , Arkansas/epidemiologia , Carga Corporal (Radioterapia) , Criança , Pré-Escolar , Estudos Transversais , Demografia , Feminino , Humanos , Escala de Gravidade do Ferimento , Masculino , Neoplasias Induzidas por Radiação/epidemiologia , Transferência de Pacientes , Retratamento , Medição de Risco , Centros de Traumatologia , Ferimentos e Lesões/epidemiologia
20.
Crit Care Med ; 44(12): 2131-2138, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27513535

RESUMO

OBJECTIVES: Little is known about the relationship between freestanding children's hospitals and outcomes in children with critical illness. The purpose of this study was to evaluate the association of freestanding children's hospitals with outcomes in children with critical illness. DESIGN: Propensity score matching was performed to adjust for potential confounding variables between patients cared for in freestanding or nonfreestanding children's hospitals. We tested the sensitivity of our findings by repeating the primary analyses using inverse probability of treatment weighting method and regression adjustment using the propensity score. SETTING: Retrospective study from an existing national database, Virtual PICU Systems (LLC) database. PATIENTS: Patients less than 18 years old admitted to one of the participating PICUs in the Virtual PICU Systems, LLC database were included (2009-2014). INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: A total of 538,967 patients from 140 centers were included. Of these, 323,319 patients were treated in 60 freestanding hospitals. In contrast, 215,648 patients were cared for in 80 nonfreestanding hospitals. By propensity matching, 134,656 patients were matched 1:1 in the two groups (67,328 in each group). Prior to matching, patients in the freestanding hospitals were younger, had greater comorbidities, had higher severity of illness scores, had higher incidence of cardiac arrest, had higher resource utilization, and had higher proportion of patients undergoing complex procedures such as cardiac surgery. Before matching, the outcomes including mortality were worse among the patients cared for in the freestanding hospitals (freestanding vs nonfreestanding, 2.5% vs 2.3%; p < 0.001). After matching, the majority of the study outcomes were better in freestanding hospitals (freestanding vs nonfreestanding, mortality: 2.1% vs 2.8%, p < 0.001; standardized mortality ratio: 0.77 [0.73-0.82] vs 0.99 [0.87-0.96], p < 0.001; reintubation: 3.4% vs 3.8%, p < 0.001; good neurologic outcome: 97.7% vs 97.1%, p = 0.001). CONCLUSIONS: In this large observational study, we demonstrated that ICU care provided in freestanding children's hospitals is associated with improved risk-adjusted survival chances compared to nonfreestanding children's hospitals. However, the clinical significance of this change in mortality should be interpreted with caution. It is also possible that the hospital structure may be a surrogate of other factors that may bias the results.


Assuntos
Estado Terminal/terapia , Hospitais Pediátricos/organização & administração , Criança , Estado Terminal/mortalidade , Feminino , Hospitais Pediátricos/estatística & dados numéricos , Humanos , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Masculino , Pontuação de Propensão , Análise de Regressão , Resultado do Tratamento
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