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1.
J Med Internet Res ; 22(10): e23197, 2020 10 20.
Article in English | MEDLINE | ID: mdl-32961527

ABSTRACT

BACKGROUND: Patient-facing digital health tools have been promoted to help patients manage concerns related to COVID-19 and to enable remote care and self-care during the COVID-19 pandemic. It has also been suggested that these tools can help further our understanding of the clinical characteristics of this new disease. However, there is limited information on the characteristics and use patterns of these tools in practice. OBJECTIVE: The aims of this study are to describe the characteristics of people who use digital health tools to address COVID-19-related concerns; explore their self-reported symptoms and characterize the association of these symptoms with COVID-19; and characterize the recommendations provided by digital health tools. METHODS: This study used data from three digital health tools on the K Health app: a protocol-based COVID-19 self-assessment, an artificial intelligence (AI)-driven symptom checker, and communication with remote physicians. Deidentified data were extracted on the demographic and clinical characteristics of adults seeking COVID-19-related health information between April 8 and June 20, 2020. Analyses included exploring features associated with COVID-19 positivity and features associated with the choice to communicate with a remote physician. RESULTS: During the period assessed, 71,619 individuals completed the COVID-19 self-assessment, 41,425 also used the AI-driven symptom checker, and 2523 consulted with remote physicians. Individuals who used the COVID-19 self-assessment were predominantly female (51,845/71,619, 72.4%), with a mean age of 34.5 years (SD 13.9). Testing for COVID-19 was reported by 2901 users, of whom 433 (14.9%) reported testing positive. Users who tested positive for COVID-19 were more likely to have reported loss of smell or taste (relative rate [RR] 6.66, 95% CI 5.53-7.94) and other established COVID-19 symptoms as well as ocular symptoms. Users communicating with a remote physician were more likely to have been recommended by the self-assessment to undergo immediate medical evaluation due to the presence of severe symptoms (RR 1.19, 95% CI 1.02-1.32). Most consultations with remote physicians (1940/2523, 76.9%) were resolved without need for referral to an in-person visit or to the emergency department. CONCLUSIONS: Our results suggest that digital health tools can help support remote care and self-management of COVID-19 and that self-reported symptoms from digital interactions can extend our understanding of the symptoms associated with COVID-19.


Subject(s)
Clinical Laboratory Techniques , Coronavirus Infections/diagnosis , Pneumonia, Viral/diagnosis , Adult , Artificial Intelligence , Betacoronavirus , COVID-19 , COVID-19 Testing , Female , Humans , Male , Pandemics , Referral and Consultation , Retrospective Studies , SARS-CoV-2 , Self Report
2.
J Thorac Cardiovasc Surg ; 156(5): 1961-1967.e9, 2018 11.
Article in English | MEDLINE | ID: mdl-30126659

ABSTRACT

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.


Subject(s)
Cardiac Surgical Procedures/classification , Quality Indicators, Health Care , Adolescent , Age Factors , Cardiac Surgical Procedures/adverse effects , Cardiac Surgical Procedures/mortality , Child , Child, Preschool , Databases, Factual , Female , Hospital Mortality , Humans , Infant , Infant, Newborn , Male , Reoperation/classification , Reoperation/mortality , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , United States , Young Adult
3.
World J Pediatr Congenit Heart Surg ; 8(4): 427-434, 2017 07.
Article in English | MEDLINE | ID: mdl-28696880

ABSTRACT

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.


Subject(s)
Critical Illness , Heart Diseases/mortality , Intensive Care Units, Pediatric/statistics & numerical data , Child , Child, Preschool , Databases, Factual , Female , Heart Diseases/diagnosis , Hospital Mortality/trends , Humans , Infant , Male , Retrospective Studies , Severity of Illness Index , Survival Rate/trends , United States/epidemiology
5.
Crit Care Med ; 45(6): 1061-1093, 2017 06.
Article in English | MEDLINE | ID: mdl-28509730

ABSTRACT

OBJECTIVES: The American College of Critical Care Medicine provided 2002 and 2007 guidelines for hemodynamic support of newborn and pediatric septic shock. Provide the 2014 update of the 2007 American College of Critical Care Medicine "Clinical Guidelines for Hemodynamic Support of Neonates and Children with Septic Shock." DESIGN: Society of Critical Care Medicine members were identified from general solicitation at Society of Critical Care Medicine Educational and Scientific Symposia (2006-2014). The PubMed/Medline/Embase literature (2006-14) was searched by the Society of Critical Care Medicine librarian using the keywords: sepsis, septicemia, septic shock, endotoxemia, persistent pulmonary hypertension, nitric oxide, extracorporeal membrane oxygenation, and American College of Critical Care Medicine guidelines in the newborn and pediatric age groups. MEASUREMENTS AND MAIN RESULTS: The 2002 and 2007 guidelines were widely disseminated, translated into Spanish and Portuguese, and incorporated into Society of Critical Care Medicine and American Heart Association/Pediatric Advanced Life Support sanctioned recommendations. The review of new literature highlights two tertiary pediatric centers that implemented quality improvement initiatives to improve early septic shock recognition and first-hour compliance to these guidelines. Improved compliance reduced hospital mortality from 4% to 2%. Analysis of Global Sepsis Initiative data in resource rich developed and developing nations further showed improved hospital mortality with compliance to first-hour and stabilization guideline recommendations. CONCLUSIONS: The major new recommendation in the 2014 update is consideration of institution-specific use of 1) a "recognition bundle" containing a trigger tool for rapid identification of patients with septic shock, 2) a "resuscitation and stabilization bundle" to help adherence to best practice principles, and 3) a "performance bundle" to identify and overcome perceived barriers to the pursuit of best practice principles.


Subject(s)
Critical Care/standards , Patient Care Bundles/standards , Practice Guidelines as Topic/standards , Shock, Septic/therapy , Anesthesia/methods , Anesthesia/standards , Biomarkers , Cardiovascular Agents/administration & dosage , Child , Extracorporeal Membrane Oxygenation/methods , Fluid Therapy/methods , Fluid Therapy/standards , Hemodynamics , Hospital Mortality , Humans , Infant, Newborn , Monitoring, Physiologic , Resuscitation/standards , Shock, Septic/diagnosis , Shock, Septic/mortality , Time Factors , United States
6.
Pediatr Crit Care Med ; 17(8 Suppl 1): S362-6, 2016 08.
Article in English | MEDLINE | ID: mdl-27490624

ABSTRACT

OBJECTIVES: In this review, the current state of outcomes analysis and quality improvement in children with acquired and congenital cardiovascular disease will be discussed, with an emphasis on defining and measuring outcomes and quality in pediatric cardiac critical care medicine and risk stratification systems. DATA SOURCE: MEDLINE and PubMed CONCLUSION: : Measuring quality and outcomes in the pediatric cardiac critical care environment is challenging owing to many inherent obstacles, including a diverse patient mix, difficulty in determining how the care of the ICU team contributes to outcomes, and the lack of an adequate risk-adjustment method for pediatric cardiac critical care patients. Despite these barriers, new solutions are emerging that capitalize on lessons learned from other quality improvement initiatives, providing opportunities to build upon previous successes.


Subject(s)
Cardiac Surgical Procedures/methods , Cardiovascular Diseases/therapy , Critical Care/methods , Quality Improvement , Child , Humans , Intensive Care Units, Pediatric , Outcome Assessment, Health Care
7.
Ann Thorac Surg ; 102(6): 2052-2061, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27324525

ABSTRACT

BACKGROUND: Multicenter data regarding the around-the-clock (24/7) presence of an in-house critical care attending physician with outcomes in children undergoing cardiac operations are limited. METHODS: Patients younger than 18 years of age who underwent operations (with or without cardiopulmonary bypass [CPB]) for congenital heart disease at 1 of the participating intensive care units (ICUs) in the Virtual PICU Systems (VPS, LLC) database were included (2009-2014). The study population was divided into 2 groups: the 24/7 group (14,737 patients; 32 hospitals), and the No 24/7 group (10,422 patients; 22 hospitals). Propensity-score matching was performed to match patients 1:1 in the 24/7 group and in the No 24/7 group. RESULTS: Overall, 25,159 patients from 54 hospitals qualified for inclusion. By propensity matching, 9,072 patients (4,536 patient pairs) from 51 hospitals were matched 1:1 in the 2 groups. After matching, mortality at ICU discharge was lower among the patients treated in hospitals with 24/7 coverage (24/7 versus No 24/7, 2.8% versus 4.0%; p = 0.002). The use of extracorporeal membrane oxygenation (ECMO), the incidence of cardiac arrest, extubation within 48 hours after operation, the rate of reintubation, and the duration of arterial line and central venous line use after operation were significantly improved in the 24/7 group. When stratified by surgical complexity, survival benefits of 24/7 coverage persisted among patients undergoing both high-complexity and low-complexity operations. CONCLUSIONS: The presence of 24-hour in-ICU attending physician coverage in children undergoing cardiac operations is associated with improved outcomes, including ICU mortality. It is possible that 24-hour in-ICU attending physician coverage may be a surrogate for other factors that may bias the results. Further study is warranted.


Subject(s)
Cardiac Surgical Procedures , Critical Care , Heart Defects, Congenital/surgery , Medical Staff, Hospital , Personnel Staffing and Scheduling , Adolescent , Child , Child, Preschool , Databases, Factual , Female , Heart Defects, Congenital/complications , Heart Defects, Congenital/mortality , Humans , Infant , Intensive Care Units, Pediatric , Male , Propensity Score , Workload
8.
Resuscitation ; 105: 1-7, 2016 08.
Article in English | MEDLINE | ID: mdl-27185218

ABSTRACT

BACKGROUND: Multi center data regarding cardiac arrest in children undergoing heart operations of varying complexity are limited. METHODS: Children <18 years undergoing heart surgery (with or without cardiopulmonary bypass) in the Virtual Pediatric Systems (VPS, LLC) Database (2009-2014) were included. Multivariable mixed logistic regression models were adjusted for patient's characteristics, surgical risk category (STS-EACTS Categories 1, 2, and 3 classified as "low" complexity and Categories 4 and 5 classified as "high" complexity), and hospital characteristics. RESULTS: Overall, 26,909 patients (62 centers) were included. Of these, 2.7% had cardiac arrest after cardiac surgery with an associated mortality of 31%. The prevalence of cardiac arrest was lower among patients undergoing low complexity operations (low complexity vs. high complexity: 1.7% vs. 5.9%). Unadjusted outcomes after cardiac arrest were significantly better among patients undergoing low complexity operations (mortality: 21.6% vs. 39.1%, good neurological outcomes: 78.7% vs. 71.6%). In adjusted models, odds of cardiac arrest were significantly lower among patients undergoing low complexity operations (OR: 0.55, 95% CI: 0.46-0.66). Adjusted models, however, showed no difference in mortality or neurological outcomes after cardiac arrest regardless of surgical complexity. Further, our results suggest that incidence of cardiac arrest and mortality after cardiac arrest are a function of patient characteristics, surgical risk category, and hospital characteristics. Presence of around the clock in-house attending level pediatric intensivist coverage was associated with lower incidence of post-operative cardiac arrest, and presence of a dedicated cardiac ICU was associated with lower mortality after cardiac arrest. CONCLUSIONS: This study suggests that the patients undergoing high complexity operations are a higher risk group with increased prevalence of post-operative cardiac arrest. These data further suggest that patients undergoing high complexity operations can be rescued after cardiac arrest with a high survival rate.


Subject(s)
Cardiac Surgical Procedures/adverse effects , Heart Arrest/epidemiology , Postoperative Complications/epidemiology , Cardiac Surgical Procedures/classification , Cardiopulmonary Resuscitation/mortality , Child , Child, Preschool , Databases, Factual , Female , Heart Arrest/mortality , Heart Arrest/therapy , Humans , Infant , Infant, Newborn , Intensive Care Units, Pediatric , Logistic Models , Male , Odds Ratio , Postoperative Complications/mortality , Postoperative Complications/therapy , Postoperative Period , Prevalence , Retrospective Studies , Risk Factors , Treatment Outcome , Workforce
9.
J Thorac Cardiovasc Surg ; 151(2): 451-8.e3, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26507405

ABSTRACT

OBJECTIVE: To determine the prevalence of and risk factors associated with the need for mechanical ventilation in children following cardiac surgery and the need for subsequent reintubation after the initial extubation attempt. METHODS: Patients younger than 18 years who underwent cardiac operations for congenital heart disease at one of the participating pediatric intensive care units (ICUs) in the Virtual PICU Systems (VPS), LLC, database were included (2009-2014). Multivariable logistic regression models were fitted to identify factors likely associated with mechanical ventilation and reintubation. RESULTS: A total of 27,398 patients from 62 centers were included. Of these, 6810 patients (25%) were extubated in the operating room (OR), whereas 20,588 patients (75%) arrived intubated in the ICU. Of the patients who were extubated in the OR, 395 patients (6%) required reintubation. In contrast, 2054 patients (10%) required reintubation among the patients arriving intubated postoperatively in the ICU. In adjusted models, patient characteristics, patients undergoing high-complexity operations, and patients undergoing operations in lower-volume centers were associated with higher likelihood for the need for postoperative mechanical ventilation and need for reintubation. Furthermore, the prevalence of mechanical ventilation and reintubation was lower among the centers with a dedicated cardiac ICU in propensity-matched analysis among centers with and without a dedicated cardiac ICU. CONCLUSIONS: This multicenter study suggests that proportion of patients extubated in the OR after heart operation is low. These data further suggest that extubation in the OR can be done successfully with a low complication rate.


Subject(s)
Cardiac Surgical Procedures/adverse effects , Heart Defects, Congenital/surgery , Intubation, Intratracheal , Respiration, Artificial , Adolescent , Age Factors , Airway Extubation , Chi-Square Distribution , Child , Child, Preschool , Databases, Factual , Female , Heart Defects, Congenital/diagnosis , Hospitals, High-Volume , Hospitals, Low-Volume , Humans , Infant , Intensive Care Units, Pediatric , Logistic Models , Male , Multivariate Analysis , Odds Ratio , Propensity Score , Risk Factors , Treatment Outcome , United States
10.
Pediatr Crit Care Med ; 16(9): 846-52, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26196254

ABSTRACT

OBJECTIVE: Comparison of clinical outcomes is imperative in the evaluation of healthcare quality. Risk adjustment for children undergoing cardiac surgery poses unique challenges, due to its distinct nature. We developed a risk-adjustment tool specifically focused on critical care mortality for the pediatric cardiac surgical population: the Pediatric Index of Cardiac Surgical Intensive care Mortality score. DESIGN: Retrospective analysis of prospectively collected pediatric critical care data. SETTING: Pediatric critical care units in the United States. PATIENTS: Pediatric cardiac intensive care surgical patients. INTERVENTIONS: Prospectively collected data from consecutive patients admitted to ICUs were obtained from The Virtual PICU System (VPS, LLC, Los Angeles, CA), a national pediatric critical care database. Thirty-two candidate physiologic, demographic, and diagnostic variables were analyzed for inclusion in the development of the Pediatric Index of Cardiac Surgical Intensive care Mortality model. Multivariate logistic regression with stepwise selection was used to develop the model. MEASUREMENTS AND MAIN RESULTS: A total of 16,574 cardiac surgical patients from the 55 PICUs across the United States were included in the analysis. Thirteen variables remained in the final model, including the validated Society of Thoracic Surgeons-European Association of Cardio-Thoracic Surgery Congenital Heart Surgery Mortality (STAT) score and admission time with respect to cardiac surgery, which identifies whether the patient underwent the index surgical procedure before or after admission to the ICU. Pediatric Index of Cardiac Surgical Intensive Care Mortality (PICSIM) performance was compared with the performance of Pediatric Risk of Mortality-3 and Pediatric Index of Mortality-2 risk of mortality scores, as well as the STAT score and STAT categories by calculating the area under the curve of the receiver operating characteristic from a validation dataset: PICSIM (area under the curve = 0.87) performed better than Pediatric Index of Mortality-2 (area under the curve = 0.81), Pediatric Risk of Mortality-3 (area under the curve = 0.82), STAT score (area under the curve = 0.77), STAT category (area under the curve = 0.75), and Risk Adjustment for Congenital Heart Surgery-1 (area under the curve = 0.74). CONCLUSIONS: This newly developed mortality score, PICSIM, consisting of 13 risk variables encompassing physiology, cardiovascular condition, and time of admission to the ICU showed better discrimination than Pediatric Index of Mortality-2, Pediatric Risk of Mortality-3, and STAT score and category for mortality in a multisite cohort of pediatric cardiac surgical patients. The introduction of the variable "admission time with respect to cardiac surgery" allowed prediction of mortality when patients are admitted to the ICU either before or after the index surgical procedure.


Subject(s)
Cardiac Surgical Procedures/mortality , Coronary Care Units , Intensive Care Units, Pediatric , Risk Adjustment/methods , Adolescent , Adult , Area Under Curve , Child , Child, Preschool , Female , Heart Defects, Congenital/surgery , Humans , Infant , Infant, Newborn , Male , Middle Aged , ROC Curve , Retrospective Studies , Severity of Illness Index , Young Adult
11.
Pediatr Crit Care Med ; 15(6): 529-37, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24777300

ABSTRACT

OBJECTIVE: To empirically derive the optimal measure of pharmacologic cardiovascular support in infants undergoing cardiac surgery with bypass and to assess the association between this score and clinical outcomes in a multi-institutional cohort. DESIGN: Prospective, multi-institutional cohort study. SETTING: Cardiac ICUs at four academic children's hospitals participating in the Pediatric Cardiac Critical Care Consortium during the study period. PATIENTS: Children younger than 1 year at the time of surgery treated postoperatively in the cardiac ICU. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Three hundred ninety-one infants undergoing surgery with bypass were enrolled consecutively from November 2011 to April 2012. Hourly doses of all vasoactive agents were recorded for the first 48 hours after cardiac ICU admission. Multiple derivations of an inotropic score were tested, and maximum vasoactive-inotropic score in the first 24 hours was further analyzed for association with clinical outcomes. The primary composite "poor outcome" variable included at least one of mortality, mechanical circulatory support, cardiac arrest, renal replacement therapy, or neurologic injury. High vasoactive-inotropic score was empirically defined as more than or equal to 20. Multivariable logistic regression was performed controlling for center and patient characteristics. Patients with high vasoactive-inotropic score had significantly greater odds of a poor outcome (odds ratio, 6.5; 95% CI, 2.9-14.6), mortality (odds ratio, 13.2; 95% CI, 3.7-47.6), and prolonged time to first extubation and cardiac ICU length of stay compared with patients with low vasoactive-inotropic score. Stratified analyses by age (neonate vs infant) and surgical complexity (low vs high) showed similar associations with increased morbidity and mortality for patients with high vasoactive-inotropic score. CONCLUSIONS: Maximum vasoactive-inotropic score calculated in the first 24 hours after cardiac ICU admission was strongly and significantly associated with morbidity and mortality in this multi-institutional cohort of infants undergoing cardiac surgery. Maximum vasoactive-inotropic score more than or equal to 20 predicts an increased likelihood of a poor composite clinical outcome. The findings were consistent in stratified analyses by age and surgical complexity.


Subject(s)
Cardiac Surgical Procedures , Cardiopulmonary Bypass , Cardiotonic Agents/administration & dosage , Postoperative Care , Severity of Illness Index , Vasoconstrictor Agents/administration & dosage , Airway Extubation , Cardiac Surgical Procedures/adverse effects , Cardiac Surgical Procedures/mortality , Cardiopulmonary Bypass/adverse effects , Cardiopulmonary Bypass/mortality , Critical Care , Female , Humans , Infant , Infant, Newborn , Length of Stay , Male , Prospective Studies , Registries , Time Factors , Treatment Outcome
12.
World J Pediatr Congenit Heart Surg ; 5(1): 16-21, 2014 Jan 01.
Article in English | MEDLINE | ID: mdl-24403350

ABSTRACT

BACKGROUND: The Risk-Adjusted Classification for Congenital Heart Surgery (RACHS-1) method and Aristotle Basic Complexity (ABC) scores correlate with mortality. However, low mortality rates in congenital heart disease (CHD) make use of mortality as the primary outcome measure insufficient. Demonstrating correlation between risk-adjustment tools and the Pediatric Logistic Organ Dysfunction (PELOD) score might allow for risk-adjusted comparison of an outcome measure other than mortality. METHODS: Data were obtained from the Virtual PICU Systems database. Patients with postoperative CHD between 2009 and 2010 were included. Correlation between RACHS-1 category and PELOD score and between ABC level and PELOD score was examined using Spearman rank correlation. Consistency of PELOD scores across institutions for given levels of case complexity was examined using Kruskal-Wallis nonparametric analysis of variance. RESULTS: A total of 1,981 patient visits among 12 institutions met inclusion criteria. Positive correlations between PELOD score and RACHS-1 category (r s = .353, P < .0001) as well as between PELOD score and ABC level (r s = .328, P < .0001) were demonstrated. Variability in PELOD scores across individual centers for given levels of case complexity was observed (P < .04). CONCLUSIONS: Risk-Adjusted Classification for Congenital Heart Surgery categories and ABC levels correlate with postoperative organ dysfunction as measured by PELOD. However, the correlation was weak, potentially due to limitations of the PELOD score itself. Identification of a more accurate metric of morbidity for the congenital heart disease population is needed.


Subject(s)
Cardiac Surgical Procedures , Heart Defects, Congenital/surgery , Hospital Mortality , Organ Dysfunction Scores , Cardiac Surgical Procedures/methods , Cardiac Surgical Procedures/mortality , Child , Data Collection , Heart Defects, Congenital/diagnosis , Heart Defects, Congenital/mortality , Humans , Length of Stay , Predictive Value of Tests , Risk Assessment , Sensitivity and Specificity , Severity of Illness Index , United States
13.
Eur J Cardiothorac Surg ; 39(3): 392-7, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20801051

ABSTRACT

OBJECTIVE: The use of extracorporeal membrane oxygenation (ECMO) to support patients with early postcardiotomy heart failure may be associated with catastrophic bleeding, making its use undesirable. However, postcardiotomy mechanical circulatory assistance is necessary in some patients to allow for myocardial recovery. We have assembled a centrifugal pump system (CPS) that does not require early systemic anticoagulation. This study compares postoperative bleeding in pediatric patients placed on standard ECMO versus CPS within 24h of cardiotomy. METHODS: Between November 2002 and February 2007, 25 patients (age 0 days-1.72 years) received postcardiotomy mechanical support. Fourteen patients were placed on ECMO and 11 patients were placed on CPS within 24h of surgical repair. Retrospective analysis was performed of chest-tube drainage at multiple time points following initiation of mechanical support. Additional variables, including Risk Adjustment for Congenital Heart Surgery-1 (RACHS-1) score, total time on mechanical support, 30-day mortality, activated clotting time, blood-product administration, circuit-related complications, and circuit changes were also analyzed. RESULTS: Patients on ECMO (0.30 ± 0.39 years) and CPS (0.40 ± 0.56 years) were of similar age (p = 0.64). Patients on ECMO (0.3 ± 0.1m(2)) and CPS (0.3 ± 0.1m(2)) had similar body surface areas (p = 0.46). Patients placed on CPS had significantly less chest-tube drainage during the first 4h of support. Activated clotting times appeared to be higher during the first 12h of ECMO versus CPS. There was no statistical difference between ECMO and CPS with respect to the following variables: RACHS-1 score, time on support, 30-day mortality, circuit-related complications, and circuit changes. Blood-product administration at 24h of support was significantly less (p = 0.04) for patients on CPS versus ECMO. CONCLUSIONS: Mechanical circulatory support can be provided without the complication of clinically significant bleeding if a specialized circuit is used. This has important implications for the decision to use mechanical support in the immediate postoperative period in the face of ventricular failure. In addition, early mechanical support can be used with a low incidence of circuit-related complications.


Subject(s)
Extracorporeal Circulation/adverse effects , Heart Defects, Congenital/surgery , Postoperative Hemorrhage/etiology , Chest Tubes , Drainage , Extracorporeal Circulation/instrumentation , Extracorporeal Circulation/methods , Extracorporeal Membrane Oxygenation/adverse effects , Extracorporeal Membrane Oxygenation/instrumentation , Extracorporeal Membrane Oxygenation/methods , Humans , Infant , Infant, Newborn , Postoperative Care/adverse effects , Postoperative Care/instrumentation , Postoperative Care/methods , Postoperative Hemorrhage/prevention & control , Retrospective Studies , Whole Blood Coagulation Time
14.
Pediatr Crit Care Med ; 12(2): 184-9, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20581732

ABSTRACT

OBJECTIVE: To evaluate the performance of the Pediatric Index of Mortality 2 (PIM-2) for pediatric cardiac surgery patients admitted to the pediatric intensive care unit (PICU). DESIGN: : Retrospective cohort analysis. SETTING: Multi-institutional PICUs. PATIENTS: Children whose PICU admission had an associated cardiac surgical procedure. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Performance of the PIM-2 was evaluated with both discrimination and calibration measures. Discrimination was assessed with a receiver operating characteristic curve and associated area under the curve measurement. Calibration was measured across defined groups based on mortality risk, using the Hosmer-Lemeshow goodness-of-fit test. Analyses were performed initially, using the entire cohort, and then based on operative status (perioperative defined as procedure occurring within 24 hrs of PICU admission and preoperative as occurring >24 hrs from the time of PICU admission). A total of 9,208 patients were identified as cardiac surgery patients with 8,391 (91%) considered as perioperative. Average age of the entire cohort was 3.3 yrs (median, 10 mos, 0-18 yrs), although preoperative children tended to be younger (median, <1 month). Preoperative patients also had longer PICU median lengths of stay than perioperative patients (12 days [1-375 days] vs. 3 days [1-369 days], respectively). For the entire cohort, the PIM-2 had fair discrimination power (area under the curve, 0.80; 95% confidence interval, 0.77-0.83) and poor calibration (p < .0001). Its predictive ability was similarly inadequate for quality assessment (standardized mortality ratio, 0.81; 95% confidence interval, 0.72-0.90) with significant overprediction in the highest-decile risk group. For the subpopulations, the model continued to perform poorly with low area under the curves for preoperative patients and poor calibration for both groups. PIM-2 tended to overpredict mortality for perioperative patients and underpredict for preoperative patients (standardized mortality ratios, 0.69 [95% confidence interval, 0.59-0.78] and 1.48 [95% confidence interval, 1.27-1.70], respectively). CONCLUSIONS: The PIM-2 demonstrated poor performance with fair discrimination, poor calibration, and predictive ability for pediatric cardiac surgery population and thus cannot be recommended in its current form as an adequate adjustment tool for quality measurement in this patient group.


Subject(s)
Intensive Care Units, Pediatric , Thoracic Surgery , Child , Child, Preschool , Cohort Studies , Female , Health Status Indicators , Hospital Mortality , Humans , Infant , Male , Retrospective Studies , Risk Adjustment/methods , Risk Assessment , Washington/epidemiology
15.
World J Pediatr Congenit Heart Surg ; 2(3): 393-9, 2011 Jul 01.
Article in English | MEDLINE | ID: mdl-22337571

ABSTRACT

The survival rate for children with congenital heart disease (CHD) has increased significantly coincident with improved techniques in cardiothoracic surgery, cardiopulmonary bypass and myocardial protection, and perioperative care. Cardiopulmonary bypass, likely in combination with ischemia-reperfusion injury, hypothermia, and surgical trauma, elicits a complex, systemic inflammatory response that is characterized by activation of the complement cascade, release of endotoxin, activation of leukocytes and the vascular endothelium, and release of proinflammatory cytokines. This complex inflammatory state causes a transient immunosuppressed state, which may increase the risk of hospital-acquired infection in these children. Postoperative sepsis occurs in nearly 3% of children undergoing cardiac surgery and has been associated with longer length of stay and mortality risks in the pediatric cardiac intensive care unit. Herein, we review the epidemiology, pathobiology, and management of sepsis in the pediatric cardiac intensive care unit.

16.
Pediatr Crit Care Med ; 11(6): 714-7, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20453697

ABSTRACT

OBJECTIVE: To report a case of pH1N1 viral infection presenting as heart failure requiring mechanical extracorporeal life support. DESIGN: Case report. SETTING: Pediatric intensive care unit at a regional children's hospital. PATIENT: Obese 15-yr-old boy who presented with pH1N1-related cardiomyopathy and respiratory failure that required extracorporeal membrane oxygenation. INTERVENTIONS: Extracorporeal membrane oxygenation, echocardiography, high-frequency oscillating ventilation. MEASUREMENTS AND MAIN RESULTS: Discovery of severe dilated cardiomyopathy and respiratory failure. CONCLUSIONS: Patients with pH1N1 may present in profound heart failure in addition to respiratory failure. Extracorporeal membrane oxygenation may play an important role in managing these complex patients.


Subject(s)
Cardiomyopathy, Dilated/therapy , Cardiomyopathy, Dilated/virology , Extracorporeal Membrane Oxygenation/methods , Influenza A Virus, H1N1 Subtype/isolation & purification , Influenza, Human/therapy , Influenza, Human/virology , Respiratory Insufficiency/therapy , Respiratory Insufficiency/virology , Adolescent , Cardiomyopathy, Dilated/diagnosis , Diagnosis, Differential , Humans , Influenza A Virus, H1N1 Subtype/pathogenicity , Influenza, Human/diagnosis , Male , Respiratory Insufficiency/diagnosis
17.
Pediatr Crit Care Med ; 11(3): 373-7, 2010 May.
Article in English | MEDLINE | ID: mdl-19838139

ABSTRACT

OBJECTIVE: Neonates with hypoplastic left heart syndrome are prone to gastrointestinal complications, including necrotizing enterocolitis, during initiation or advancement of enteral feeds. A feeding protocol was developed to standardize practice across a multidisciplinary team. The purpose of this study was to examine the impact of a standardized feeding protocol on the incidence of necrotizing enterocolitis and overall postoperative gastrointestinal morbidity. DESIGN: Retrospective case-control study. SETTING: Cardiothoracic intensive care unit of a tertiary care children's hospital. PATIENTS: Ninety-eight neonates with hypoplastic left heart syndrome admitted to the cardiothoracic intensive care unit after first-stage palliation. INTERVENTION: A retrospective chart review was performed. Two groups were analyzed: the preprotocol group (n = 52) was examined from January 2000 through December 31, 2001, and the postprotocol group (n = 46) from February 2002 through December 31, 2003. MEASUREMENTS AND MAIN RESULTS: The incidence of suspected or diagnosed necrotizing enterocolitis as defined by the modified Bell staging criteria was recorded. Data were also collected regarding postoperative day of enteral feed initiation, postoperative day full feeds attained, and postoperative hospital length of stay. Necrotizing enterocolitis was detected in 14 preprotocol (27%) and three postprotocol (6.5%) patients (p < .01). Enteral feeds were initiated later in the postprotocol group (7.5 vs. 5.5 days, p < .001), and number of days to full feeds was also later in the postprotocol group (7 vs. 4 days, p = .02). Hospital length of stay tended to be shorter in the postprotocol group (21.5 vs. 28 days, p = .25). CONCLUSION: Measures directed at reducing the incidence of necrotizing enterocolitis may reduce morbidity in neonates with hypoplastic left heart syndrome and reduce cost by decreasing hospital length of stay. A standardized feeding protocol instituted to address these problems likely contributed to reducing the incidence of necrotizing enterocolitis in this high-risk population.


Subject(s)
Enteral Nutrition/methods , Enterocolitis, Necrotizing/prevention & control , Hypoplastic Left Heart Syndrome , Case-Control Studies , Enterocolitis/prevention & control , Humans , Infant, Newborn , Intensive Care Units, Neonatal , Medical Audit , Postoperative Period , Retrospective Studies
18.
J Neurosurg Pediatr ; 4(2): 156-65, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19645551

ABSTRACT

OBJECT: Reported rates of CSF shunt infection vary widely across studies. The study objective was to determine the CSF shunt infection rates after initial shunt placement at multiple US pediatric hospitals. The authors hypothesized that infection rates between hospitals would vary widely even after adjustment for patient, hospital, and surgeon factors. METHODS: This retrospective cohort study included children 0-18 years of age with uncomplicated initial CSF shunt placement performed between January 1, 2001, and December 31, 2005, and recorded in the Pediatric Health Information System (PHIS) longitudinal administrative database from 41 children's hospitals. For each child with 24 months of follow-up, subsequent CSF shunt infections and procedures were determined. RESULTS: The PHIS database included 7071 children with uncomplicated initial CSF shunt placement during this time period. During the 24 months of follow-up, these patients had a total of 825 shunt infections and 4434 subsequent shunt procedures. Overall unadjusted 24-month CSF shunt infection rates were 11.7% per patient and 7.2% per procedure. Unadjusted 24-month cumulative incidence rates for each hospital ranged from 4.1 to 20.5% per patient and 2.5-12.3% per procedure. Factors significantly associated with infection (p < 0.05) included young age, female sex, African-American race, public insurance, etiology of intraventricular hemorrhage, respiratory complex chronic condition, subsequent revision procedures, hospital volume, and surgeon case volume. Malignant lesions and trauma as etiologies were protective. Infection rates for each hospital adjusted for these factors decreased to 8.8-12.8% per patient and 1.4-5.3% per procedure. CONCLUSIONS: Infections developed in > 11% of children who underwent uncomplicated initial CSF shunt placements within 24 months. Patient, hospital, and surgeon factors contributed somewhat to the wide variation in CSF shunt infection rates across hospitals. Additional factors may contribute to variation in CSF shunt infection rates between centers, but further study is needed. Benchmarking and future prospective multicenter studies of CSF shunt infection will need to incorporate these and other patient, hospital, and surgeon factors.


Subject(s)
Catheter-Related Infections/epidemiology , Cerebrospinal Fluid Shunts/adverse effects , Hospitals, Pediatric , Hydrocephalus/surgery , Adolescent , Child , Child, Preschool , Cohort Studies , Female , Health Facility Size , Humans , Infant , Infant, Newborn , Male , Retrospective Studies , Risk Factors , Seasons , United States/epidemiology , Workload
19.
Infect Control Hosp Epidemiol ; 30(7): 645-51, 2009 Jul.
Article in English | MEDLINE | ID: mdl-19496731

ABSTRACT

OBJECTIVE: The goal of this effort was to reduce central venous catheter (CVC)-associated bloodstream infections (BSIs) in pediatric intensive care unit (ICU) patients by means of a multicenter evidence-based intervention. METHODS: An observational study was conducted in 26 freestanding children's hospitals with pediatric or cardiac ICUs that joined a Child Health Corporation of America collaborative. CVC-associated BSI protocols were implemented using a collaborative process that included catheter insertion and maintenance bundles, daily review of CVC necessity, and daily goals. The primary goal was either a 50% reduction in the CVC-associated BSI rate or a rate of 1.5 CVC-associated BSIs per 1,000 CVC-days in each ICU at the end of a 9-month improvement period. A 12-month sustain period followed the initial improvement period, with the primary goal of maintaining the improvements achieved. RESULTS: The collaborative median CVC-associated BSI rate decreased from 6.3 CVC-associated BSIs per 1,000 CVC-days at the start of the collaborative to 4.3 CVC-associated BSIs per 1,000 CVC-days at the end of the collaborative. Sixty-five percent of all participants documented a decrease in their CVC-associated BSI rate. Sixty-nine CVC-associated BSIs were prevented across all teams, with an estimated cost avoidance of $2.9 million. Hospitals were able to sustain their improvements during a 12-month sustain period and prevent another 198 infections. CONCLUSIONS: We conclude that our collaborative quality improvement project demonstrated that significant reduction in CVC-associated BSI rates and related costs can be realized by means of evidence-based prevention interventions, enhanced communication among caregivers, standardization of CVC insertion and maintenance processes, enhanced measurement, and empowerment of team members to enforce adherence to best practices.


Subject(s)
Bacteremia , Catheter-Related Infections , Catheterization, Central Venous/adverse effects , Cooperative Behavior , Hospitals, Pediatric , Intensive Care Units, Pediatric/statistics & numerical data , Bacteremia/economics , Bacteremia/epidemiology , Bacteremia/prevention & control , Catheter-Related Infections/economics , Catheter-Related Infections/epidemiology , Catheter-Related Infections/prevention & control , Equipment Contamination/prevention & control , Humans , Program Evaluation
20.
Cardiol Young ; 18 Suppl 2: 130-6, 2008 Dec.
Article in English | MEDLINE | ID: mdl-19063783

ABSTRACT

The development of databases to track the outcomes of children with cardiovascular disease has been ongoing for much of the last two decades, paralleled by the rise of databases in the intensive care unit. While the breadth of data available in national, regional and local databases has grown exponentially, the ability to identify meaningful measurements of outcomes for patients with cardiovascular disease is still in its early stages. In the United States of America, the Virtual Pediatric Intensive Care Unit Performance System (VPS) is a clinically based database system for the paediatric intensive care unit that provides standardized high quality, comparative data to its participants [https://portal.myvps.org/]. All participants collect information on multiple parameters: (1) patients and their stay in the hospital, (2) diagnoses, (3) interventions, (4) discharge, (5) various measures of outcome, (6) organ donation, and (7) paediatric severity of illness scores. Because of the standards of quality within the database, through customizable interfaces, the database can also be used for several applications: (1) administrative purposes, such as assessing the utilization of resources and strategic planning, (2) multi-institutional research studies, and (3) additional internal projects of quality improvement or research.In the United Kingdom, The Paediatric Intensive Care Audit Network is a database established in 2002 to record details of the treatment of all critically ill children in paediatric intensive care units of the National Health Service in England, Wales and Scotland. The Paediatric Intensive Care Audit Network was designed to develop and maintain a secure and confidential high quality clinical database of pediatric intensive care activity in order to meet the following objectives: (1) identify best clinical practice, (2) monitor supply and demand, (3) monitor and review outcomes of treatment episodes, (4) facilitate strategic healthcare planning, (5) quantify resource requirements, and (6) study the epidemiology of critical illness in children.Two distinct physiologic risk adjustment methodologies are the Pediatric Risk of Mortality Scoring System (PRISM), and the Paediatric Index of Mortality Scoring System 2 (PIM 2). Both Pediatric Risk of Mortality (PRISM 2) and Pediatric Risk of Mortality (PRISM 3) are comprised of clinical variables that include physiological and laboratory measurements that are weighted on a logistic scale. The raw Pediatric Risk of Mortality (PRISM) score provides quantitative measures of severity of illness. The Pediatric Risk of Mortality (PRISM) score when used in a logistic regression model provides a probability of the predicted risk of mortality. This predicted risk of mortality can then be used along with the rates of observed mortality to provide a quantitative measurement of the Standardized Mortality Ratio (SMR). Similar to the Pediatric Risk of Mortality (PRISM) scoring system, the Paediatric Index of Mortality (PIM) score is comprised of physiological and laboratory values and provides a quantitative measurement to estimate the probability of death using a logistic regression model.The primary use of national and international databases of patients with congenital cardiac disease should be to improve the quality of care for these patients. The utilization of common nomenclature and datasets by the various regional subspecialty databases will facilitate the eventual linking of these databases and the creation of a comprehensive database that spans conventional geographic and subspecialty boundaries.


Subject(s)
Critical Care/statistics & numerical data , Critical Care/standards , Databases, Factual , Heart Diseases/therapy , Outcome Assessment, Health Care/statistics & numerical data , Cardiac Surgical Procedures , Child , Heart Defects, Congenital/therapy , Humans , United States
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